# Real-time Facial Detection and Validation

Source: [https://docs.qualcomm.com/doc/80-63442-4/topic/real-time-facial-detection-and-validation.html](https://docs.qualcomm.com/doc/80-63442-4/topic/real-time-facial-detection-and-validation.html)

Using computer vision and AI to recognize facial expressions and enhance vehicle
        safety

The combination of computer vision and AI is a powerful tool in detecting a person’s
            state of mind through facial expressions. It is especially useful in an automotive
            scenario where it can assist or alert the driver of a vehicle in an emergency.

## Detecting and recognizing facial expressions

Facial expressions are a unique way of exposing feelings or thoughts. As a form of
                nonverbal communication based completely on the human face, they are one of the
                easiest, most reliable ways of detecting the emotional condition of an
                individual.

Analyzing the expressions of a person driving a vehicle represents a unique
                application for real-time computing. To deal with drivers who fall asleep or lose
                awareness at the wheel, quick, accurate detection of facial expressions can play an
                essential role in road safety.

Consider a model for detecting facial expressions in which a camera mounted in the
                vehicle continuously monitors the facial expression of the driver. The model must
                recognize and label the mental state associated with the facial expression. For an
                app based on such a model, the following test scenarios assume that almost all
                humans use almost the same facial expression for certain common feelings.
Note: Not all drivers will undergo the facial changes for each of the
                    expressions described below. However, the combination of most of them is useful
                    in detecting the expression of the driver accurately.

## Test scenario 1: Happiness

Facial changes that indicate the happy state include:

- Corners of the mouth raised upward
- Cheeks raised
- Eyes partially closed
- Wrinkles in skin around the eyes
- Teeth exposed with an open mouth

As shown in the upper left of the green square in the photo below, when the app
                detects these facial changes, it should label the expression "Happiness".
Figure : Facial expression sample: Happiness

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)

## Test Scenario 2: Sadness

Sadness is the opposite emotion to happiness. In this state of mind, the person feels
                low and helpless. There is more chance for drivers to lose control of the vehicle
                while feeling sad due to absence of mind. Some secondary feelings related to this
                state are suffering, hurt, despair, pity and hopelessness.

Facial changes that indicate the sad state include:

- Corners of the mouth lowered
- Inner corners of the eyebrows raised
- Eyebrows wrinkled
- Lowered upper eyelid
- Jaw raised
- Slightly pouting lower lip
- Closed eyes

When the app detects these facial changes, it should label the expression "Sadness".
Figure : Facial expression sample: Sadness

![](data:image/png;base64,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)

## Test Scenario 3: Anger

Anger is one of the most dangerous emotions because it causes a gradual increase in
                heart rate and blood pressure. It should be accorded high importance since it is
                directly related to the health condition of the driver. People should avoid anger
                while driving a vehicle because they may be susceptible to feeling irritated or
                enraged. Some secondary feelings are annoyance, frustration and hatred.

Facial changes that indicate anger include:

- Eyebrows pulled down together
- Teeth shut
- Lips held tight with corners down
- Brow furrowed (i.e., vertical lines or wrinkles near eyebrow)
- Eyes opened wide in a hard stare
- Chin raised
- Nostrils flared

When the app detects these facial changes, it should label the expression "Anger".
Figure : Facial expression sample: Anger

![](data:image/png;base64,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)

## Test Scenario 4: Fear

Fear is a reaction to perceived danger. In this mental state there is little chance
                of the driver losing awareness because human nature dictates that the mind will be
                active as normal. Some secondary feelings are horror, nervousness, panic, worry and
                dread.

Facial changes that indicate fear include:

- Eyebrows raised together
- Flat line above eyebrows
- Mouth opened slightly
- Lips stretched horizontally toward ears
- Eyes opened slightly wider than normal
- Wrinkles on the forehead

When the app detects these facial changes, it should label the expression "Fear".
Figure : Facial expression sample: Fear

![](data:image/png;base64,UklGRoj8AABXRUJQVlA4IHz8AADwLAmdASrcBdwFPwF6tVSrP7+1pHFLG/AgCWdu3CRu2W8PNHSWGjtuODgm0BxwX7D3HledI3LDAnQG8tzOYpG+eL+qdKiysv6pzVNrg9ZDzg/dlP137nvFad7pvZH4t/6f3Q9fPyT/M/+3/A85/ip/Y/uPaC/4blv/h1ZfOf/r/z/aN/7eaf3A0Nf9t6m//Hmb+R//fKa/reQ5/r6zfmv/16efUm/pdC5/9+m78b/9pHE3T6GIP9uVRSNV9RxYTToYg/25VFI1bez8gbXY6mov0hnT6wptsMgu3KotiV9MjVfUcWE06GIP9uVRSNV9RxYTUfRwxT2D01HFhjWb/+R6ajiwmm4zP3f2JQ70vo+Gfu9JAry/zUK0LJZBj3UOJItu8I9tG9FV8zM4MzcZ5b0R47iCNdvjgm/kMfTI1X1HFhNOic9f25VFI1X1HzyqgYSm+LCadDEIAgqOLCadDEH+gjZMQHemQ+28QRPQ/MEt/ZLQnZbwR1MN5L1081IzFIRSdc8hBxOTnH6nZMymk1aF+D24ogYiuMyeSkmrXLWcx6TgfEHa4j01HFhNOhiD/blt9hNOhiD/blUUjWHUlkjTUcWE1HtrUP9uVRSNV9RE2nssxrjaIZGKZorw9bUaM8z6hQTfIsEUS34qNeuWceoj7grneAHIXB7xmTBqZjpJYRgu2FJdk7h2IWjE4QubveBoAp2Jw3OMvOD6ZPU8yhNOhiD/blUUjXYhiD/blUUjXYhiEI0QVHFhNO6Skp6ajig/c+xloOKhMNrHFs8/1qPz4zdBei+mffIiHYcxfQVVlY5Bwz/WL1zwYNR3SygbyRLy4IpfgRTtiXZGFkdR9WmURQMQl6MeRLv0y4BwTyE33U+8Bbmzor571LtMjVfUcfHaZGq+o4sJyj6ZGrKjEH+3Lb7aQjunQxB8QEizZatW7UlMOcD3cxxnQAKU3BwOkR1bzr/TTSXQnJ1vPLFHzFe0g/LdbU1kWBEjZM/i3IGDzJuuzlbrEqDHF+HqFDjiVPQcZhI26o+yqVoV7z+Iw/13GJ+HOvIzQ6jl06lsZmwd5wQV9AsueZBr241WecS6gvdfU3H8+62PY4Yg/7PFoWKRqvqOLCadYlfUcfHaZGq/OduVRT+/zRHKQslUlAcwIbOSx/skViO/ByogbWgzv2dLY4IC/I8QvFU3CoT4a58bNebHEjPg5XB2mhuuANNTtk5NIMMEUIUIjDio7Qpozk4mT0DwATLE4asMGOjXglA8yio6V31MriS8uvayS/P1ElSnml2fktTpXKopfadKMeyjEH+3bBoVFhjWRqvznblUUj8WhiD/blTw9ErTVhRmABpWbHmPpsjku0nHd3lcfx6PhBR+VgEuSKOVl2Y56J4H30narkgexJjGT4Y9nr/qEct2HU/Ih8T3c4/0p3CnZKbyaYX2V2CWjT7czGacgWtdMiQezbmQY96CRsvKco2vgu+KK7sZIqDAGtAoe3mkzVvk8qzBWBREF9qf3jemo4sMayNV9RxYTUex6ajj68E8qikarmp7jgo+4RepK/EdRrO+rsB0JY9i9sdfj7MvHmlXH3dagL6LylKVj4ZHtTsqaGF7RWQQb6YPPMDDPD4H2IDVmWzaAezqcn5n7Z6nRzhk2ZjmANng74TTVouhENQSBBjHM6aoyPmT8crHc/RJTWiFsBp24UX/6yFDgW8VvNHylrAHuyx3qunWJX1HFhjWRq0z5BI4tCxSNV+fC+o4sJpztJ/YJ5+fVQ9HElnoqw0XQFxR1tOooEIxsJALhWQGBheNTPRuzgz7SRdDwEIUDGn3Y6vNRcErY5+5ujRYA2B3QmT4rriehm7Mmvfikc/ZL+6yY86NQoquxlTjINT0z9rms6l6EzAz7W8QG/YAqTNvQdODuhhpvEonstyPnCJHCFK+uwp5AAnNxv5DMnWenMAknh9HGKP+IQBBnO3KopGq/PhfUcWE1Hsemo4+vBPKoGtUS6rqNZ+0a5bDkHe12AP39okdLNQ/Vvf9UZpYb3ynRJfKxZFtA45Hvqtxj9RaGxurwFUuQ5NWQujKqG2k1O3uByO0ZQsD/kvaUp5PVv+KJP1WTFqBiVnynDrbUD4dWWwjVeU8ZobnsVm2mEmv5HlGYM4j4TW4n3mnOH1kQBVJrSCNWmF4cLqBVLA/+fQduNUu2PsEq3X8Dzql8LFhFMCzReimVNFqvqrlLtMjVfUfUb01HFhNOhiD/eOJY/244pO9B5zMlMg5KqBb0wgM5tfqZuhhp8UZFOcM3Z5PluQ0JiyW7814/SiPMQufntNUiiyA39Auo5PGr+0gB65LfbtL38nJT6GJFDrA3v4P0Jg/5z0rpGrFtOWoOslt/xgJiLIQ2BsgXPmALYW7UPGjLUbMJOMoHBuCkyay1Tf7W9TjnfoxGGcThg8jk2SYKJ2s45fry3/y6s/2dAISlUmw9e328i/0tFUjoeP18o37nFz34asEN2O6dDEH/DNUUj8Z7HpqOPjtMjVfnQgqOSlvnhuX3sfS/+r/cPXgRmBelomj7x3VfAj7yEUpSoQwVujlw6gzhJrqC44FQ/r0n1gVNJ7EcuHZYSIL9h2Qi6m4q/VNRFiJ48haAG6QP1o/cAdMeOspPfKNBbbC2O31GaUWXcKDpr/OTNVELIy2yITqFJM4c1ahP6lfSC4wtdsXJWT9HH6NXWQ9OaQK3OyNHfDd3EW3NaJmfqFd+gNfOcGk7jz/ZdWkxZifXT+ewVM4Li302HFGbNox2TZrvyjztmPzkJp0MQkxu2DZ6opGq+o4sJp1idiGIxAVzRNB0+oOyPwVmTdL/nZBIS7HSmH7NCLXNlOHwbNusLLZlTnq8LgUgfX2qpzM+1saF7J6DdCluLTeT4Ed+EXeK0WK0nmhrbIdY/w0b5DF4a0O4Jd4HhaCjd5H0CiJRbFN6sPrdVGyU/SHXl3ewgrrH4Fa+KljJmDQTpaMQUEgElCRS/ExKc1V3W9Exb+lnZD1dC4sWWreYKR7DGgRz0dN30E9m0raB3NPYKEmKPmN1MYNnYpQr1YpQrJ8QzC+Hzjaj2PTUcWE06GIlPT010KiwmnQxEp6aMjrfhl2mIOQb2w/P7AXDf+ubWmM+vV1GiOFOonXvFstV6JbskB88QI81UMYS4D7VcxJJ3QwxF0GBAlFn/Xg3TDUYbGZkGKyTmba2Cl5+cfNfUEaE2cpBYeMKpIFJYqg92Z25jW21Yuq+7V97wybc1tdWE1AIOh7n3shwXFAAcxIb2wS5rXabOAzvAGiHwwEMZf3//PIztO28YYJ6+eRRzVM36o+9nNaDo6qf3yc4HjNJyS0TWqrQs2V7tO9j/DbK8p7XAfUsdbp0MQf7dsGhUWE06GIP9uVRSPxYPofXxB6wafwlHjo6gbx2zQ6u8EMHPMO1WVKU5rtXRN5R88x3yEkOhQqOEyCiVbkRhw/K0BZ/49aAf1/2sQ8mVx4iQl68I7qnFWlieHfO4Krk+NEO7O2Fyjfb4pjT+a5/hxO8w9DnqJEfUUmTwdsrhOuXqemzF/IokoeDH+cBRn7serGb2OuYvMhItlrx3yx+DoaNdQSAnuPwlwXJJ7WxDrxJf1yqNOabHITaSP8a3VEi/WfVOiNQM1EZWiN41h+aAszyLE2uzwoNbXFheG+Y6Dym5MQf7cqikfi0WCP9uVRSNV9RxYSGy3W2QdZ8tdzxfspGw+KloM7ukYkSB9P8+OqnE/6POGRCYJDbUD1si4wiEo9O6GDBXe8+p3qBynm3bemfOLWZc8+vc+YQzTiLvPna4FTNFGebE1yM06h/XIae9Bv43NpcXOYdFg4XaH5DKSktRlDvCMrTLOzynHNR+Er4KPb4obiuU7WMYO0pb40+fpokmDYE7f83gKHL36DJdQAt9X7UyA8tByK5KRc7NdMx7TUgHb86kthC+iStm0PnZU+d4Prn4LCbcVPb/piHzizadDEH+3KoxDGsjVfUcWE1HsemofH5TM36ZCsra9PNzOvzrFMyBztlTyOniFIn6oJ48+NEwr2vcVlJ9nO4f/TfHm7/qAqbp3nwQCIt4ecCn+XZc4gYv6qsDnC2PifcUmBf3n6TAPidCE8cLFn3a5jwACAEmp0obqCy9psp4RA/vkWbKgGJO/+POPOz0QI4Rg+dS3Y7952oH6f3Dq9eigqE4PQXxAWWOtBzzlX3CLEAnUVeOLfMOaIrOQI17IIvgS2111TWErZxFJX1HFhNOhiEQX1IwFRYTTomxm9uVQMaUS40QBeJsvE0ux7LO3BZlcGFqLkRcpuY/dKwGx2jln9D6ygEK5g/eO/9jrtAJRec9zksKWzW5V9PbZPv9cqCWTJf2ZnoWs2P4Jgc2FMUCCwOL3EzXds+wxw8CLnTXKkHUrOl/7farSz/2zXEJR7e+5bnyKfBFu6JF5ggeJA/cqFQf2U/OnKItlA7TNNHMOrfioOGBILrfwO8LHwywgSr6Bb2esrxUzS+rJYOzMa3Qnxn0YsLjWxCYltmMNviWnbzkgtemo4sJp0MRKemr9QqLCadDEH+3K4JT0HCGDJK2QPEQBH9CbijVY3PlHg21/6r2IIwK+eEe3A0K5W/pZsIGaK7RWY4Ins65YeHk3K1GQYMCrMS7Imu/twDYrCUaafdYtt6XFJksLFBOuBgMAW7vAz0BXf6wTvIfUr20KUO3lwlcQYZf+CzdtR2o9h6iLgLb0ZrgruDWqlvQqq3lgkXBNuXFyFCSwsPu4qMZcSU28hzORwjE/qp8FU/PV5P/bgweO3tdCt4vp0z6jlnSSrq+uAsT6Frx6x5iD/blVkhNUZJ9/7cqjbOsjRJRy0Wh54Rnm6I4DIHHLJVTCnb2kcvSG5uC0dfkrdkxbDRmrZ28ZyYe1v21Mj4x5d+5vNOuvG6qb+Ry4ANYc4sPcBS2n94sSksv+C9Ng66vvRLvNdEX56Dy3kxkKA4DvzckbVB8Gl4js5cfVb1ljtmJx/mbekH6+3n4hAHAaNohSv25/MO+PI7LxqzfggFQfnb41SrzF3RKJhgkJcelPaZSZ3swb/U62UAHF2czexYuDWyW+sanakI1MC02AExiq22pTT4c/ltiCHbx9TLTI1X1HzyqKRq0z4aFRYTVDHxaP+d7AlHd0oIxZ+rPqmfjh3nKq+lwF5pl47gaYTVxW+CnU1DywLr02Q2PtJgvrkfeNf6ZSlA05x204irughjEoU6a5UBTx4bCFbkzghBx1UwEcHRMlJtbn6UHCU0wXJHsRAbm4m9E8lFNUmdi2G9EonD2ZqFav25CeGQPMOZWqbbs7ORKOX+r/d0Vk9XO2E4oP9SQCnFg9O8gydIpy/OQeHJ9TPgq7J/j6f1zftDJNDlAtqjSM/j5oOH0D4ikRGr/Q0q4UVn4txFjHozR3cEPGsrt/O+GZFDriplKwUGmo4sJyj6ZGq+o4sJp2cUPbMXu+U67vC1nLDBrtL1nrgfWKjS66gqsMVELWv/Av3WJ7Rp90trZyCuQYrFH9x8te8R5HPgYcQVzmRhayXkGhjDKCfCslXyXX0NMrsylctRY0ZF9LLlk7VMR/ZfqoB0H6ojUtQnBPijCARvwKgbdrTqpBfWRzCPwhLl+yUZuVgGbUG51PmySs09ar6viz7Q017JDJiHP37KTKqIVzwsiDeRgSpgYArsst0VLap1dN7QLtHXjxQlxeGAxvdvQ00gjWRbv8o1Osek1whDSjbpL3SR9cWeEuqCAUnZOIP+Gbb7CadDEZvblUT6X7R9F2q6krf8/QswW+OdeheR0yYxHg/V2e3QJtheAnndR9T1F0NW9gt7ArWOtrKfijiytyz6uc8zn5NqIQ9zHCwKcXrYfZI0AGHd2ZeYjqbXlzDcraaxfHpXzjoi6YXv5uiSwIhLogHVONfIyBDj1PDYWSRI6hlDHx4jOlgwuBVDQDdRfrbIQI+arAl3l8AdYc+L2G4rtBRdtX2/Ft0NSdsGnjxf6PNpR75NAgsz3RJPLkSD+I4jI/f79HzJ+SjxGQXGPymVNFtwfir8ToYfwsOixZizKKH+3wXfoHeDSIFI2MPeyeIO3PebCI3+hQcJs16NB0g9DHBoBGCDsuArLQGkU0NThCNU5AjkDv4u23zKGaBc4eJja5qecxRVNUFkHyesf0wQZbL91Uzl9lFNQOtN7WR3mut0JbcKoPrWXfAPpxmyXKQrpBzvW+LV0Et+2hXmx0qHc0ml7jtDFin+1FzHOLbj4SBTqHajadSuv1jJ6WJzF0+/4BVRwvQsI0FObk9VnJqawGLYlMgKl9/Rnwc+WEol4TfwjCIj1X1HFhNOhiD/blUU4A9oiIuwz/AO6NVJuNI1dXfaxRY5aDr7ahaWAJ3gARz1aXwrFuDn1lgaWvfWnMmnGHGC2E3O1coTUw3+MfkRPvIROW3tWu+k4OqqiXUebALK0F5lNcjEeg9FO+lsZNPllQPgcBTKB5sXyU5hydGirWWBJ8uGlWwjhBrfSNMkhdrLFLzXxetbtVU/nTcqvvc+yNCA3xuCtvVhf8CegPiagKUCEZERQOqrHwIhvww6NMUJN2DX9lEWZ4lad3FF0ivgmtjGmmVWyB6VfMWQyAEfTI1X1HFhNOhiEAJbV+MuyAMrMhPVSLShsnbIJrnIrVDExphDzrakV0+MJ+JkMGjoQztnsbnAhE+18ncyMb/UzUsrDmgEDIIt313D0grC1ActXe2kPLzOeurtOg5rnPoDnyoS5gJ2BncttS7CkERhNjcw3O+Bd4xcwD+K/rZUQw6RqQRgn+gl6CjIXPSDXXZoE60CHaWamAlA7w4ZV7jgDCUNeJTpGnloETFOK6OKzEUCV98Hg7xzDGZgGym/+GBtFL5ZS3+9vmM1oMs64dLybq3iA47Pqb6QnZxs4dy9L/1BrIMl5y0OmctOsjVOgSg8+1906GIP9uVRSNV9RyUl/ECCpeOsSK9cWwVUlIYwye2n/tduYDkl+iBejef0wkh0vNaSy6yYFjiP2uqaHgc9Odfx9UB0zCF0O7LhhRAQOuiiQ7SgsokxvuOvZM31U270b1zhKyPf03dy5PtlTJxUeeyD41btLEgcbAepkcohtUe3xHXxdzk3U090MWqjBipGTuBD9/9y6KvtUUPMW+tLbSNdR9t4rka9/XZO9NL4ZIB9qgOohz2ZV7zIkDQnRXnvDUyii6dSGY3+k/puX8/zSYUOuuEURcwDGPbW3vu9pO7pxZ7pd8bPNnUQHgWVVEO6dDEH+3KopGq+o4sJpGmaQxWoS5TYKTUxyCgkT9B48JBLxTWqzINxcY5MAXCG9qMTnz4LADXTLZhOXR722ESHChYk0hGSgrfHq11hG64zya4wLSEtL051guIO/Y0o2QjRqNnhFzkv41ZKQEEmioJVshg9IV18/1Ill7kh0frSGVFgM9rWm0V3PPIAayl5lUciaPsfv/aKhvCx5C9ZCDQ6GF7ux8aJI22gxj5BniL0kZkEUs9srBALiYMECm+pjuwrBE/KYvKf0TBQ1v50PKr/4vsZl6XqobnxdjduBPX0vKsUTgBSOL0yNV9RxYTToYg/25VFJA6U1VeVlgI88TrfnljSPddVmO7IHOJxjPl0T+ali1Vm1DboM0iLfWliuyADxH6VJWnuqTsHB503oDVW/jWlRuv9NphfB244hgu9Ftl/lL4yKpv7203mzo69sB0A6Uzr7c20D5GAWWHp1wwCAgOnLfrsny7egZTQAc2TG7ORhd9ZqSirKhFN00gwMpx+5W+p/eFlJBXzZc9JXR4CWSkpO3FlKaQbBzLb8bshPX7YcTq7iTYQMDBwZZIZzxDLNuWRGBY9/cRvoQu3N7fLy2SGKA8Fg3LGZ9b8C9s/G+CvzzX4NDCh/uOVHFhNOhiD/f+qKRqv/RRQG/u0iUHH2u9Q+uS0W40Nuiup8+q6+KLEH0IubdVH9Txarlh58vU71aXseC5NausftQ94h4fpWLS3770CaVP+kXnBsm9CZLSkWFShgvLM/H/aHKaZHcLa1fFN+76Qxy54xUIMNfMX/G/wTvVvQJTTDgtLyb7eR42CHrlSCo6gFPBaHDygOOBnZxBeMRGwQTyBpPr2zjVGRuiB+DNPfTSM4MlfINio8rQNVsH0TMXxQI3rcFwTABsi+GQqijSlwXuONJO2dFt4FZ0lhlMu4tptIVQcx3YfzNlo+Hmmuef3c3hQRQ420SyIAJeYmzY5as2cHfld+Br51eksI+ztVqqEOlksgC7VGXYhdiElD/blUUjVfUfOL9vqUMcgPTrhOgXwRx8q6EiuP1WlfWjA05p9q2iZtOuDcCsG6E7xxOmPBRBz0N2A/tl6GchankslF6gPloY3KzaOp7AWpGwTteYgKJzDSv8j1M6M7yEQgPgKKJQCy1u3TZO2nbF56xImS7Z9Qi6hSL59/c/XngBsdqrJ4Af7fr3WyeK11Tv5Db5lI7XGh0fBNMk95MsRukEkcYhRmwMT/by2w1HS4+9/j84xFCa1RnpV8ov/ZXV+PZ6EGQpzMCatK4bhFkjLiP9XVnlxIo9GHvdZLOnOj5WH/JKsZa/qTZ7AzV15c3U1Y+orku/Ya6qjWt9uLNpj01HFhPD3ToYg/25VFI2DeArmrt73OPOvxWUzcE2ETA0GiObKYPtfd5StN6yt0dOdpP2uPbxXN4DIMrJmtBxiSijHM/72JqWdm3dYOLn8NbNxnHYFOR+RAaQUK5YlaQ7sBtAYuIdYpfCyv+nvhWYq1b+3SO6lIkKHVqxT3VgRKFsxHO0JFUmnpHzvQXanpv7XFF4Unlho2MSv3yM/uOPwgupneRpoGLs7VgGhKJ9o91TuQF5SbooBfo7mUUuhMDc2W2AblNRh3GxtvOHTpaObs5snmik4XzK2KVUCGU04sQ/uygCPk+BuEyk9vNaoFrdUQsbF9hSkuFO+Wf7BnE/OmGD9gamuEnITz1M6LqJZUeq+qzzKopGq+o4sJp0Kr/Xa57d3YBrFDJvHMAXbVQGL5Sfk4MxJ+4dtvXchYX3lh7rqqD8OpMFIseBRQJfPMtczBxMIXDV7X7Ew36v2nzUDLAbygByfswT5/4XtdXHDc5ZNdfn0osddJAFafJpXAXtdkZiXWFJEKfQfG7zo2kZXBKjpVD1mwOfwpZbU5iRG+jmnjCmnmsM/CU2cEe9IpO/JyrinUl75CsvWpvtsjrYkX/d0yPej8oZD93grkBKzzXiFCo4QDIV/HXABekgNNYjd8FETPVaQVpxw0XO32tRWWAR8cs8VLz9XIm5E/LzXqxPKMCqiNGUlY3tEbc+vWaT12vkZcBxKNbQBQaNmbarrr+ou1VSRBfnRn/tyqKRqvqOK8+E8GLykKGga81m/cloz20VpGIgs63R6tEj2nPgwWpVvCvFiGfi02N4qunYZ6u7LHez2LYqQg/KFBZRhsGv2r4BskU2BNp2RbkPOyoP0q1Qn3wVcvqijdP4w8t2YiDUnri5z2fchQr5SZ/mSAk4qoPBsPxxd0rS6DBzAK7ttPijOLYwXFzzwfWYnKfEhHogmoVh3ruRsioE/v2ltKY0RFUNzwCBuDtyBtMEPokT33KFM25mb2oXOoFLeOYEBXH1bCXNB8lQrGdbraPKNL/ecHtdzNiMOOeLZ9AHWf6LQsUjVfUcWE06GIPuvhcXHKGMQvmiX9KWXlFzghr64X2WoPdJ2VHbGbUnIoh6pjDITusksCYULmHxbxp6R5qXEUW7xPGri4bYk/Qh74m/Ln9oPZNFqGQJALpMD7EeRzne+5B785dZL119RqgBnZ0YAprlfunmNGCUkydtg3S6cCSui9xGuTNV6Zn8g0Wd8LTOVVOshldNux2+EVk5dsLyisSi1t0MYQN0kVvBHC/RE15NtycOQYiE+kN871TdFhjWRq0pHUux9MjVfNtzpC3jML//B+/siU03VueFF8d2i0PjoFFwNFTHfLCU5f0vftqOmamTtv1cFwp6d0NXOtUF9kWxk10vRlTCRdryEZE3mKpVuY5QEZSwzv3KLmRGMOEUxV02htdxul7Tnq+G8ZFA0lVdzj5rnOKV4wnF2vqOY3T9kk4fM9uLwI2WaBRrj8+rt+Cu+epCEfOu4e3+C8MwdRaQCK6LggSbsU2VPeLIHHRplYYcoTF/6YzG5ofYGpxUnO+QAnDxZv72B7MGxwei6bvbGM7HdR7J2vjiwmnQxCAErtGCcSCSmzLEeMPgI6Z4h/2KQsEfkFbJbOQo+mkNSO+3mv0N5BDsEMLDMZuRV7fuq1Qw+B8k6bpsbGRyM4WneEI6aADtiazY+nNhUY4H1pNO4H6bASbqQqHkh5sIyv0E4p3xdorM3akq3Thxy+ZFIKzCKG00AraRhyi5urZpsEjQN7G3Sr94c5ZPFU8F0nfDYS1Lz3Xjn2qqhPeh9bLgh1+dyjeMNI1+mVZWjeJycbOeucQgAe6dEIfzxoVFhNOfLueM5g4q3vJTYyNAI1WUOh+5jebXP12nRw7fwQzLceDDrwSicPx/KORmKIEik9dE6J+Z7W6wVLr0h88tQR7o8mvE3vHdHzUXRlvttll93Y7QRx85kfg7oXIL5EH0ewku0GcwuFwLW6b702qLwzwsAy/6rKc4ne0hZaHjfHY9o14fmVp4PserZk3cltIZGS+dXMcypnOTQkdHu4mwnkrvhYS87JxyffkvhTZOJpkfdh85q7nITToYg/25a0t+Ae4vHMMpezO21PH5wS1/AOlzXFeTPMZdSIpV8KL86KoThOx38wpJJVTiBRxpzsNaWd/hViz6F7fx0tQc442AmiuM2fviANJYsZqb4lAFjaBz8JptyWMnIvM1mPEXSKqNCdWXvy+3g6Drxat+A7N6g0HIRP8ZxS6okLkUYOe+byeyiLpvIJBRcLb9VFA+iZZGtKqxWsalD0ri3oiLODSZq69sKY5jPgioYv7K4/PT9mBemik0snjAnB3DtzuyLUrY3oqQdMGNaiINKSE3cqidc2ozicKuuBMj3l5k3VCdyhs94ASm4i+kLYV95Ym+ZIbAMIbtF+um3n3ScGT/iiXH8nWgyVnaCuLUxHmjjiUj2t/+aDkvhe4LyhONgK9962TIR1qL3KvppfrurRLNHmd8kMrVbMDQp/5MdpXKAsAwGpj/INNhJy8zPj0L2E8rAmnDwa6Qoo3T27q6LwHsNBJmDDK2q1en0KRuyVHp8uLioPOwU228oXp2JozwUnIjHtRv+eoV6ED2cR3Ue2tRcDfw3ggpHRvvaK9dAAfbuGMVg1csfANOldm4rBvuBQQQkWBVTIYJ8+qwpC03AhHtjzx/j4ELsgXY1qfovZxBJ/6seuldmok2Y3LZbdfk/Ylc5fO1pVYxOf8sGAQB74mc7mu2FqnuiCNAyGWn5HnqfysiCLVV9GroAR+kYCcrc/yDdC+MzZ57I98l6G68q3/rp3JwU62y4IUl/+JqeTjfI//RT/l3WRV3jYXTDb2GcDfwcHMZe05YGHjEafN1hyFiPwVYMqWoszhUhxKnKXaZfadDJwDpEBP7JB0Z5AkV61xHAgIfegqoB3Ezse6KbOAE4Sso9K9ZHSdkhjxRPIr23lggIQrq6ju/+rsiRtnMDkElHVBvO2Qb5VDYVm811Ub9dlMOoMRzIU4FZqA7hj1T5w6AHQgsBzvlTeImr8eiZ7ofLq5yXAe8rtYoCIVcbp++NZq31jYtQxpYY18PdLWwXFds8vuu/hRm+Puc3JtTcbUHgET2QAoTeXkNMAaMk7KjhEy9mAKFZTkRLQUb8Uh5cqUErxemuhWsOgFwLs+lJx2TcfdhZiFSC6HQdBOG78pubVnEd06GIP9uS7zrc0Se/Jjdrb2j2BRD4TDAsXlvCnFIQoGdyNxfeNsMCbhjA+dNTTsJTJq7sUhLYcM9bE2hufk24pvb4cErxQlPM1TiQzn2zn0LT16OBKEFoW/v+h4YjLLDdhrkzAS7bgRkVd82V/i69WBu4FFqWAxL6W1U/74jOACw8k32cg/Yov68e+ayhGIeXBpLfLNqXkkc9mArcqDyt8cbKKDLJvCU98fu/TwtAcOl0sNrRXPw5dW3GEmSYyUcLM6/K0KcpEDaKykAd6P39/6JqjY51P5pjUlj3DzI1I2RJOJ5Cj+T8YfmCNf15K/U++0Bdj6mWpsjVSX2XLUAUMQ04S7tAPfnswjqRccbIxx1CfjPXLXBOjSbdeVWh4kIZH9TRDqgV4Vw8b9Vu/FlzmavXjepnJWEQ8NlepamTPpjBcwSHvczyMyDYuZvQIgMS178/de3Gn211RgBwAPEuzv8Oddnr205ihfswQkaxHVnV2NKKtLoz7nUvPg+dYWA1DQCC5p7ApEKhMdLZO4LJfc8E17nfzCTtuUcVD879pQrwZdrU3LZ+vRlYrPw1sfCe2nH9jseqd2ZCVc5xTcuo+Lro+8VtW1RLoVUvmcvEnG22mUNbHHDv4cailUklNFVBKyZ1gizjBGPygzz/n7tX5VHVAcnxgd/MJ4mLcEPuR1+coVfHi6FYFzi6JUXQNc2VOyUvVOsTmoDVsV+XjbcYO4o5B3TSsLPDwMJusl4ThB8Tvfo9WZba8jlnNWsQchut4/DnYzBgg6X5S2+nGi6Xo8IgSONm6zkkPo4FO0e9Dv3xlsOM4BXqb9/IBXFWOocMYkWBqCHgtZ6D2Z9xtZQbTnie0XnbLtRuH5UMfUITTpWl6amxAohw06OWg18CHTCJd1QrDKMzCZGHleyAt/84EGPTdXp0zRGaOfhrHft9AA+KhE00xHWS4NKesC+bQB6JQyV1jIge4mYRbo5ytn/P3xj94jHoVxVYH0OQxX7Ay3mIT7EPC+IyUZPoRBt2XFL/Z13HAIZXdpRfQ8dfkk6MU147rFc2wAymxYiQmG5VHTAAe1KXENenv3XHB37OoVHZejFEHjDicm17nftrp3J6WkYFQM5tJv4KwYF3fcu1HtrUP9vMO/K60t6eSuJJeVHu0KYJvobWXiZlzsykYpNpsANF7YJgNOyLRKH9OtIlI/nsH+E5KRN/M9DLFWLYUGMxcR8CDZgvfECXzlgsEFrYM5pDrK2a9IYXiGH8DyIo2IS50WKeqGMRPmGwcoLUUDnmEj3au9OiwBHPfUU9hbTqRpLBfTyGq2cIrK2UKY4DQ6y7ecEB8+PQUs+SzQLAj+ZIsiVzmgZACUCK0p7ZPHf+Jcd3pUGtu5M3c4CUgVKyXklr0GZ3lhc7usVkeNvfCQDo0qIAgznblXMqQlPAaaKnupeBZdYFO3hfj7iPOujt7MN/RzQA9jdeJT6qmOGLyDDiqYTeXgsRvHNaLl0hvFP09XHrK04k1pbH10f20YdMPb1D/BgQzU7ohNldZqZOy7m8gdesfNj1UpV7WXZkDddnpu2yaOLK4CB4dK1wbjQ4y/SBvkZI8En0q3bfXQLNgURtf6HfBXtcSjparA/gkIcPgD2f4SjpV7ZsHpD5e+LnQd9dVrCqPEA1M/201FTNOuNQedUDAUAa0JmiLi2froN2ItVIY89aRA+IfP6esA+V1NkT8D5fZTtsQ/lACxKq3sHjfbXtySi9IDnTy4GRGOB2Abn1XOP0TABeAAyULFJFocNzUcnHXCu2eLe6b74A4ZRGXg2RLNa8ZzexGWbNYOZwGYm3l/VNsDCtg1LyiLLXE/zh+fgJA2G6eaIUa3uUc29OZNfifICVB2LTmScFkjvGHtoXwIQsMFfjD3K685N+qHYUfLJszOLKm1kWBy6fROIDrDkKm/oULEuK+ArTlaOlADsiLrCK1mLDapaTVBkIRPG2hXvGOfwDe8M1h90RPNfoqyiisuzgF5fAL5nVFdRYW0+Pz6xTOJlXI1p5sqsH/t7fhZsSeF3E5tXk3i97W9z4HLQXsFyeCBmOjCLrPf75p0MVYANTEFrMdjfRE0BxBnGnqxqdzrseVHlTApvaRwPllHaDx+bbMmpYDyiQtjwZJ8NfR4K3e0AoHs4lTOj/ZrPWqBu+ME3uXjwxHKs7HkqR11fFs++6ZGZnYVLFzzdg5tirwREgk3lzHRKTHmWUGQ1i3cXwWwBFKrjjO5+DeGnixcpthkHPj4N/9Fe5oemGoR1+QEn+obXrkBK78zDG5R0ajQPopXhf/j4g5tY9sWuCakY4Hyfyu+dIaE/YZufUfSrAdN/eDBB2hCadDEgXgFh8uhEdDMJF+phD5jITOD7uXjqbLLMA823AjuXKIX3CpCCBXMvtacJk2hEFP8Cqkaes3NW5WWED08vgdoANkN5wmCnj9kwJ2trjQgXRSlv4QMZsmISl80pz/hFp/o2AIxxHBzHhu6FSzydv7nVBgGqUV2QB3DjzZOysLDyewIx3ZDPokbmGSGdSJJ3WHAFa0mr0DFnkyHv5inUX9Ss34LFnG0m9vOpJ6+brz416eoqToAIdTI1r8GVDJmebrVfXWxv/vbD3PCnbjzsAQlVbOgu5q03OG/51peehQcYsqMmE5dJj5ltiI7p0MnByxF3Hk0gIAc/wlPV+BFehrep0g/5bEDZ94FhlItCYIkf5i88HvKwTK/CmeWO+2kDvxe55K+6QnNgmmah6tFqrINQXiLKJcZ09j5UJdx5hKXgl4PV+oObOM0+7MdN7SW7HdF7n+PWL+uAwjpB7x3aY43zzIJNt8wOzUt5kL8qtIkHWEyB7FEN959Qv64lZBgUSsnQj5mgH5h9MLvJDyR5H7XYYHjdxMACLsAf+nfJ7E07GlDhu5ZrrM6MRGDwhmNAaHfM+pZjp8kCu5DTaJy0abBgiKWAr1pZDegrmyrOFV2zadDEH+3L+HoSE8zCJNeiKmP0ic5DDYGfY/cUhQvm0MRGHor9wo/LWu4jub2wDrRy2NSnXpEilnes0fQm4smIicYo8sgIyqX2cD11Mxjkagdzyc9KgojLht/jZv/xls7BF6Bk/2rb5Dg3eR/oX0SWKjwo32xPz0VNpRgs4EANVl0AZkGN8tbFlyt6eNJBsi2yYSSuKY2r/gFP49zKepRb4AITvM/sK3v12c9jNcWMcWPab92SOzHbfKg6mDicf7IOA0X2beOyeF8mPs2nQxB/t8F2B1jnHH/U1n9HmnQo/mbyHrUIcOw3vhGYxwFZPoFk4jEho2QxXQi05BKbmq5zUDSHAxU3khPZmmILkRc9X7UQ2dte1FEPOG2axhGyTNFgZNTuBW296ZOzL/mVAmit6SEhNjzt/PSy5CtJBJQH1hFdrfHWVzr6Nh6bPu2TIGX9Zc5sfR4zmcLfWrmwai0hYR/QkEi6Uh65wDOhWKLI3Y/2VOejBNu/bgt7Kqm7NpUmB5T4d1Xpzhgemo4sJp1iioRMRe+9ox2ExzKBxmGXyVNSnMhOE/518fq1M2fiK7s9tpgW3wGJOS7TrX1YBzlGFm6kWtxWl8y1IBQmy3k9oMBaGBI/3j38srSshrJLtHU+/HPGxcYKEcxdO2wAGTM0Ll+BMVChk8Dzm9pOsb+CbKB/PPdz1o7ONtILnadj6kaBSnaUwsZahhHxxLHIgHXhn4TzS4nbgnql1/CXrI7+yifaakiR2McnPUhMTKfNp9LB6ajiwmnQyfC7crl5cMlm1GJyMxcx7Hs+WOPjuyZ67VHaFMB67S8/kZZslvIoJT14n9nu7/EC2H11PCzmWQni37GEjAElFU3xsQf5BuH2iP4OR4bJln57FdHvdsBbAVy/TKRNUAcHF5PTqKWvzeufDrTmzf0eRDhz+rSE/LPpppAqRkwotD4o6L/9r6g+x6iXxu6BsYh0V3YGj/2XefwcAS7yw4oeTAR8LwjcsH34Z2N8mQZQy7+p59+ZHG6PW5VFI1X1HFhNNyrbkSDCM/Y8Sf2yh+N1fLCK5lLVvvTxZJxmxV4J9XoO//2OF21r4sbOJvf8cYGXz+5tmyVSIe8ONsTFWOpe7ZXvQsN+yLMWenqxNy3qqBU9L5ZBUCU6U8c5n+KyDAqzuK0zE5BjQAQVIwycPmwtrrRz2DsQHoyq6/M1LmusH1njhYeNT8tbhF1wKcl/bjgsiScC9UowR7PnvKyi+t+EkiDv/gi13VPWPsIXvbgYJTAW6+upeuXOPchCzKgU522sFi8STIs28FrDqH+3KopGq+o4sJyzuVpgP+oLFL9x0k0GaADYcLzLdBzjEtxVOmLrst5GsTwlDaU+czWRDCHjsaWv+XvrrVGsg5od4BCYqVZpyxlSYvotnaaoFFvNjY0f5PraLtEpPPLjQY/hvNF1gzwlhiT5h+zmABNaOUTTbFl+4EVH6KZYZTBwDJ5GIF9SmZMNTzGGimDV3Syz7regmQVUC79/JDSJt3tloEjFXDAE2OtCrWi4mTqpE1dV6IkH9AtBB0mZkLZ2GPqGIP9uVRSNV8xWdhnfnlmrnpbu2TchdAoi9H65vv/fhkjIigAj1sbuWrBEOKyaie6ED5GyVzDBfPs8VjYKjlG3mzVeY5fZa+ApTPL51vlYfVfvCqBg+gYsBo9Y8P+PEYsHpaRnpLiIux/+mQqrHEiQngxGt7Fr89mm5lRzJ+eirSDQQiXqHT9Wk89C2qVJzRNBrro28Hnu2WDXhh9jRye5taVgYLQ49mZm8UxeV1WJx5gtch0628yNtTJ6VLIABikcSK+8weJwx2T43wX/sXmPmDDsWgM6Jet+/337CCCSaopHEoof7cqeNUjiKFCcsC32w02quKsytSuihKWdit2RVhT31kUNrUPfm5qQJHbE+H9jIDDB9tUO2WJOI5Ivtx1d51aquxoX9OqOHgRF/sw/6+0XThqLcvtno5b0LyeVkQ99skoIhOKCy2PjhEmH1yahF7pJNh2iaR9xR3A7ELoZxvFXPwInLSK9q6klPT6x/WnZF7nC8txsIrnj8J290aAn9JvuaCyy26uuYkbWV5dOdeKA1gNk801HJY9yGQsmnQxBYu5v7E5YW5004v69ybS9PasjeWScQFrxJVNQiLVMkCum0CnHchyBHC5VH5IW/GfDPZ2vGLXgKjh2qAAFnze5tV9oy1E7+hxKM8XrsSJL6tS/vG78/uHVACaqiIXqJK9fDsVBL33Q0hCMisaTFor8n+G2y3jgx5SXvH37A99DbrA7MFEWm4712WrIRxNrsrIyjWenbISKy3phDzvncSYrc/blU3F+qdNVzIew1nzy/s4jurJc0ocmstUQEW/wqrxYVzRvw68LHZ8izhr0Ojxlol/Rx4OEoTm2lwQngI+FbSv82MrKyBour7qfl6h5TGosQkjQFkfgddB8moabJBief/LFHwy/t9ycyY6DF+Cnn+xBVavh2sawcQCi7inNZU84ebbCfnZWwSCHOeR8WSO2Kk8lsk7U3FMYHlSY+jIy5Nd0DerDCmuC4bgTQ52bO8oax8FvasVLFKvtfFWBcKXKpjIR9QjgGp4Y1Lez7JzszSNsiYauwuOUDkLOtO9YIliTFxgQNmtCQyyu6iLQLkQBakvlasDTRsKYtGEqbo+Br2nzQUJHW3OQkLqy98zgzv94khzOag/kaaZbvRlzv7XRJpMNVf6/DrMkviuK3t8x8lVZHFKM/+HBbyRiL9h4bj8oo1D4HZNOXwF8TrCzNHyIAW5E//DJF8e4yZFenPy21hTPWUM3VYjggiu0mx0U1PzyqKRqvqOLQr5hVlir+m7MuI0LhkR2t7Ih1lfBHxW2cYvOAZvEcTpgyIYoo/hHht+SwkwESJagw3Ewqfa/cjjN3dRPOy4BPR2Xecozvh4jX5jaOjuqJon0AwTTMVFzZNBY8npDZcWWuOpViJuhZ1I3ye4wJq7BLI0pZGuwpuC5jM/ICJ/DWR594dLXXrnFSNoo4Q2CRvzcJlvJz1w02jQBR5OeBcBYbzmE+p+kI+3Lb7aQjunQxB/tWET2cALEsEosE5YVdgaqqBDKX3tf/FAWNzGBoCGdwZIxYc7jrTSbYvUU8bPyWFC0YYBlAJxoQt8hraKew19FaB1pAuS/jgTgSAMUP6Pbw4uOqGzjifbrb6PSw2RZF5WViX9xXZ9cwPNSaL/lzzgoePinxNwBjR2caegqnqMr9wNJ7EIIkBcm1B9AdrHx7WCUncJ8Mo73AvPmoowdMkTrNr5HvU+xr8UzAt/KUuYmvJ6Hi4puEXdHQxC7KJX2p/bzhoO4G2PGOnJ34+b+v6U6KFPaLUhKwkpxgiOm+yWj6Fs0hjCW17/TnX46YxU8mJJi9lv8u8XtEHiICR693gBvHuq+KxzaDhEdU4/K83XqQWR4GTW+zFBe77pKjYrMWKgV3xVBcG1VIMhlmib5licH4WusW9klLgvEZVflHVEJOqeNOP0WudJadymz0VeF8J5QUkrksozVs0IVKgJqO/QnjX2cZtNUgffSgl+92WbamaOkKVSjBYAMesoeiG1s0PXunQxEp6ajiwmrKVUHLFGT1kJmx6g5+6EeljZ5w6uCyDj6MM3Sjot/h2LEF6H28EZo+hNAXOd7wF20jqIQBqeAnDHXfiUJrq3TDzdxjcDgk7OR2wke32pLC1iK/kqS9QQ8PsivgUS6veOSaw/2ctPjzBTCq1wKxTtUOjwdg/LcsMGKW+SnNUwTr2AQHan3LhZnbSpot9NIsEDXh/+RcVqMNmSs5RbXSt4+TMA1lSK1p0MwJ+YiIxQqik5BZ+pHGGCS/pltO6IHMy0Ac8AsepwSmHxeGKu1pNCLcqIkEXfErnOlE+175hUA6HO4wt3iK3MKfJv6zu0Dy9+RnOmiBjthU87eyCJDB/4YRS9AdCJvjSReJWpa/hDBsOXcUY0CsF8Hj8a1DvjYF7jRVMok7SscxUoIguR5ffDy04K89D69ttBIzw8e7+f7APTZauQFtSQpYqJl2WsSaXKNpIGV4w5EN7qnfPjtVpTI1XZwViTn4rFOpY3DNZEbWpV2I3mV6r6j6Co5yyrszPDjD7GWImD7Z0m8bUUi6WDyX3rBvsPGTz6IxNdFFdasJAN0ciP0puNIpPfQYqgIaUwadLYZIMIVDoWeTKnqJsPnj9X/tcNUYQzJI3PXIZ/ymILhO8ImsARrEVvZEJR1l9ljng3G/aLkX3KehKm2Ui+8hkQZiM5kzqaa6Ug0qW/JUQy1Gl+LQxEp6ajivminOoO2y6Dq/8ulUH64K7lEbW1AYU+xqff4eXXfrFpcHlceVpRps/f5ogTziwDsWhGPe0CWplavSYZU1u3nRiU7tuNoPEkafAMI6DdVrFqEpRtKaG2kHBLsROK4EEmQTYpOandY2AHCuJpl8P9M3RkraAR8A6zT8dWe7rgkkwbkkOMGFPFamKv5t8R+SBHdBRJZjwexrd3zM7G5CNq7k5Jk5NCWVkwhtjExB/t2wZwPbYT5SnFVr9ABJNfXd7UFXp8Il0P95Dr/QPvu0oBgYtxB77ry3OEDGkoBrCOk9ukJpsUlTn5atDjv7XXS8/9Jn0CB78ISoRozptiN2fog65tPv0j0thXzczp3oflKQpX4wbxqyHDJkyvZR6D9T6X04HUGXIvOhC6xqqHiIsw09ulHiwgb/qUIdpKCmR1nUh/BNsWyRhMfvuJ3hit+Zubm3cY9E8KG/vzQ3F81e4P6n1+VRSopdctg24E6xhpbRz1Qqtiz0xxMHzpekI1kejmnhgil7My9NGQmiZITjq31gNeCwAHJwqHItjDOQtfSGUWBaI/lRHt7t6duWrDOC4533IdlNb/jeOjkV/tCAxzYc+Vm8iDOVHH7nHT3v3iySns9jO3lUrYwm01tR/nYXqf3kswIWgC9aMVkK8ColVFc5xVrrNLbQoHP6/Rzvrw8unfdr+cWCVfmZR8SIEA8/n7FB9WNg0sJp0PoQfd8cqt8VCXbdbl/sY6d8l4wocLjo0LuSw38eYhQrkcUTAlc18g6QgxeZ2gkHcxVQrXQZpVPl32+R/FiW063sOl9EK9V+7JTJOs8+t//0823aTBuLcTCmI0C5CkyeplGlqMcUAJy75xciD91gi2zkRH8OMnWjw7NRfgDQdc8seFr5WD7r+f1rTSBqDsIqEH9+Or0CvqHhSSixrwFrYHe5ToHgQ4AGnV9M04v8xW0cGC/UyJM98oQ/B7a1EAE9aAljCA3raxYnFgUkD0JSNRwkxanfjTbZWMhHaqAmiy397BDLaSzqfrGQXSEa0u+3K+p9QJQcD7+EwDbGEzpuPRH0f6RkCjLgZMDCssBqSbyWjK4aHto9/4g6OWILZhicObDwKB1C1P5r29Mzlst5zhQE+QNG4VzjwxVJyK4pSPOWAauPA1oLrqoiwBZGJ+05ccsJ1rDNla8o8Vpz4F1CvoEtt3n8Kjz2VzrF4pE9FCpglCrkGOH6xD4ZN6eqKWgI3kZteSEMvWPDaqGFtK3LxYqOSXyRsFNR7jiHk9tCW5U4WAZuAJwj5hnpG5vzjZbffixMEZ9jifAzJxPWSEx/eIg40pKRNoSAOELayXKRR0FUu9T0x5NTUcgzsJpHMqjyO9FVLskEHNO4SPcNWRLgTC2YAmzUeO6/mDDlvNy7q8mH8LhHj4abzYrT20gC7nQ0map8beFwcgAgxiRA694Q0TWoQuqqDE6Ip1hA7SoEtkrHlpV6ms2nlrUN2/g2iCrW+/vp1lWApvQrhpwnRwgKtSuKGgpDQuCJyymfDDcQ/OLFz7KWpOcWTjEORxjuVUq65/4Ziv+4PKN6YYGwnDfr3HQihnZfP2SNLsB0A7R1OV7DUw+odkA5invtbBgG2NC2A1FWHTcPIKoxYXSKz4AcTE/4VM4TGRziFgYMB1CoX+iwMnJeRHJa3HlzbAzs0fw3+iy7l4onmm09kXVLWbYQzfY/BH5rIPGyelYw4Is5co9RCkR7hxz07/9/QpKPkEPmjyOn903cyyhTYcJL/rNO/KTuwIGb2ozUZLTYzLA8388KJUsZUnP5GRXUvwYeqMiqIy8j0Z5444D5BVp0EqlQpx6GvRRom0UXF7TtHkJa59oki4P6711oGX9vtBXG46qBgPLgFLlvbA4kN8gWRpA3Eq1TKmPRvVoPUsW5LQ/n23GMlbOLoaP+tml5f4Johy+9K+xqXrAmhLeOsxrgncbyaWzQ+BgHaoSEz3BIQpD4XSYIKb3bCyPAa1nCXtp8oRGSZgCKyxmsf/HwPLHbkj+4KxHX6TRlf4fmqoKFCizuREDGkYfOVHaO6jT4vKIFLxK8Vc4HHylLMmhKR4B3aT8pHQ/IIeeamQoKVJJu1RHmbcq5lRSf9b04STZku9I3brrDhrrSO2vlAE3OhYxPNxmgY9bYcn0gEAsMfJrpvws0Cb18LLZf5ciu3bkEhkAMmRy+jfWY4jXnDfuuskfNRcIM9zX8aliDDweoBOjt0eNNEeKD5j6zYVTznmDuxz7YjGAcvnnuM6qofA8D3YU7y3nJtYgFV/NXLI6Ko/IXXzpgxGhVZXqj7Y2Q0LHp8e86MZcosr4fkkUITPjh/rNceZPVo4yapsLrXUQoOOYL+ZFPFsCPE7LFovXINVEpY45pMofuo5AjT7NqxgaHVt5UImwFULDbkubYcYYuGpbavEzSUc/6y4aoSMSv+0KQrYR8CS+RqGzcXfdfMEdA3UFzua58bPBTlaC7LOYWis12SyDA0cqMhMLqfupHDegol5n8aXwSovaPlY2jz8wrw3TWS+k6Gp0deCNj8z7OuQpG0JuaCGaxny3RFCTjDyJvvZhPjCTiPznzeSzs1g6rdjrCQMLR9Xjl3KRZ3bC1opfXw9uARZ01u718n0YVAA/r2vOe7wTJKTZzfkmEOUde5/R838QC3VNmmvTyedYy4BCX2E7L8DuKTz28NYhmxDR6cq0Rq74DYUp13Etsu0B/MjZZss5bkvTKLiuqPloamOjIxAuIyxZid1F7rw+bUDmBZ1pjZuvJxN3icv94TrXYSNg/hPy3KQqece04Wx6lO7cFyIvn8EeIeQlCISZPdhA0/e9FwsFiiNhqLZ2MqcIE7j4OFz6XnQ+8ZCB96cSHu2DUcWFLJqONM5uBjw/R/EQPAIj1Ie7p9et5m0MfDDGSLM8uoaM8zLWfJDnS4gxxp1vT0PZyx+i8tuEGjSPPh3BkeMSotIYGyW0zlU0Y+tYe2JenVjR6rd/fey5rDVc++xpch/Ka5cktxXt7KgMscIzW7Aqut40VXRCQhm2p0tUXwdasZcg44iYZOy5qPNKYLxp/5EgndMBY+B2KPMPI7ZSXXqxzhSpSf1b5dM111F5hB0d3og2lcFbyvdvjztYnCk0nVQCXtyqCX3zntl4+fup4DUANCDhpOmk1kUNrlGrGNIMP5BQxQUcOrXpz23WKng+v2G/AgWsCRxMIAVq5z1Zn/YBjEJn1afb5SWZQlGBaeAX5UQo0mgsDACvDleg2zAmx6AYuOIUcShslj9w0+eUbd4CiiIKOqS5/GD3jgXmA/3RUCgwwon7VR+BsJNz1PaMcJNn3ms03LAqZT8bviekEAi2cqyVs3+o4uSotGdpQ5eeCm03FxPwMC8V5Q988RUhzt8CwRqvq/UKiwnLGloyFHUgpg/VSmnSLmQ0dc4FhSqmcXhvMbcyr5eNdDT8liaTZ95ROUU0AC1tYEZBMNtlLgPoH3Tn3aZ8rr/+UaoI813DVa4JqRfyshhR3vULEoP0tE5rEGgX/DvB/i5K6mm6w7uhiw4nwTEvzNFPRvm07TyHPKfOrfnCMCO4/wKKnK7Rn8rviRdymYvr3L7i3fNSFJOtCm2e600fkIGXxOlXV6m8/Qcx7npm7JSS6alPmHMEZ5GetNBx6XY+9kkTUAQo9t8gwUYIW+NXqY8GgcWs1VHMUnrl2Ap25trE5Vy/IyS9fGoB6stUMiBoNotUdoDOdD1qiiBLO0qaDbUr9Tilp0VUSiijnf9PE2QGFji6t9p9tCpJulaqC5G1PlJ17lU3t6Wn70SceJJpav/X4CWtdohf/y8oyb/IXdknVCOH8hoNYkcm+UNy4Lw6FZDoDktlqDBWrdlHRmIhtHUsoVOrhURZXy6gafZiEQgOz15qDHPKOjZDNiDrJpi7o6COy9VvLCadDEHx5YDLBWlZqDxDHKgignF/eEPHwyeVwiux/pIlgcWG6PE1tTUDJ0UiOQG1sQCNKebkwmnyofkPP0uDLRydDdS62bLlkuQXgzF3Au9lQ+rbmwSguW4PvGn69GCKjQJK7m5Dtgef7us2AtZK37JWGDpY+3pJtFF0NFV6AQ4sVtYzYUnv2btxqwCDnG7Kcl+kBlqbRYPv5ddGG+UJXpfUTHT2W5yo9D+miqhxa6OhqFqk1hp2acvZESadDESjj9c0/ea/FZ3q/IHmHwJBeXgJRIUKyI9VgDfcq/8gdf+aCTaRuczxkolC05vqmh5C4fpguB9j8VvylyICAG9CaYzNHCuybQzQboRwF8SpLh7WVhgjFwugEZWFTBKlf1ZsMv4OiB8tQghrZWLzS9QQkc8zEIEdVsAopJJuWMdptNoIxnk70ZbEnBiYk2iuKKraVwo0gLoVKWoCBgOfBApxAoAQIToyCVAC3vV4wa/2ovqpeIqgCb2XPa/5MQgGgAgrR4C347erok2C+giKJm4/W+3fGkeSD8i5ZV6rhPRightxmKFLzX1vFDp/BHef9p5QO2Q5Dr5ZPHvuqxU0kVsr/CUigwUy+PH9sT3rsH/cnJVlYLQezlfED+w5wbPyEwbIX5krtgaHw44yBCyewC7F+SJn3vfzeZ8aQeZcc/izOVbFd5NICHgKZEmnTck0XIc2InYFeX3Im5h7CueUar3jQsLhHGOMdiwkw4FayMRN1dhyRSRZyRLI35KMMLko0DkSfI3KCwr+0At3+Q9r08MWKys9vZB2teHMVhtDEbm9mJCC+Fir+HUpUjb85fVGxeDRKrMbd9UQZ6f5AKSwwW7MfDddnKewiyoxwn+O8Y2lebIgE0hnuDWXrZdXQliBqzf7K0ZnrgqqHYn2YciI3oIHStOnyptMfnbCAZyl7N6Gy4SRYznMxcV3NkoRDy7gfO47qqgC69xcLrjn8Bv15uE/eXpBDNct2XDCS3ICkZprnLdMyjIeMQ/aOuTWXYtsK3Lea/wuxR0G3LtYSmB62gOB6kS9C0qbaTssuUnbqatgTB/AQ3amoxWMX06cLRoWdcXZ4sDHUT313o+mN/iawkC2baEdLag9lfI0KsmJPgeKlRFWO2VpZTRj9UJ94yHQ87v9FfPiX7lkk5P91oMBehGbE/LGUF2uQ/yXXKU2DV+CMXlSgnke8qwZoKVkKoSqIeXdFyY+ROlgW0i+9sFZrsQhdnbcrn6UB08ZESv/48Yp0QVzvNhmwG9AdxwQmTjS3KtGooDkMqSzo5I7Lb032vnhnhFZHBhL3ztbksF6zfRFwIp3eYBZgD/M2EZF7daRDFabfR03AD9T/RZHT5ZoLf/F9vmLpSSi+mXtO0KKKkl0lC3pgw+ca8V+Wt981i9W9BjYjYC8Fp0iMKoNGAJgYfhL1GFMOlz6orIEROdUmfDG/xJpbGjMhLX3JhhwRyJgH0ydiKu30tpUcjxgIn3qYWyRbL4Fu6Wp5MGwOu+sKREQeqv0/0RTKTK5U5oFVdoxrOT305tYNVCes8o3xlZJM8b4aY21v3gQjtKspn5riTTDDHAiPOlvYq5dE6qtN5z624McvFiaw6dlFHeokr5Fu1zWTXp/OT8kl0lzWmjbGgxb/A01s0w3tNtYbE+2vZjIAdT0GRzT/MB/KqUvoklTUGFvwJM8/jDWxVODlxDnVb57tPHB/hTWRJQwWMH1qkzYjGv1mSLWClWp3HXpAGIR3VrhUUzyPKMANAXc12bIuGG6njdkn/Cc2RQrBQ5VWFOWBR4TNeU9inJDKgKS9cwoCT9DTiAymDx1Nt+jPrBTc5teIg+0ESKMzZql35nSzvvtDMhHFHZz0Nouw8ca7GB/5/3DjALgT2rgRHGq4jQc3+yWaeTr8g68+raw5rwtN9lIU1puicaJxwvNHaIpS1PtmD4SZ8Q/IuhnwloE4O0YoQEpwTacT7GumcKH+Gp/KM3QDpJueo353v5R0g0YKIeUg0xxErlDb9cMZ+5A6LKoQVmHts38PSEKK4adlhQ7eGXwFR8sVZJdSONPG7hzDeCpM9BPIL1zlFGXaBWloLUEg4/FmzJk/AEfTtom0dUQMqAMrHrZc/CQqOODd1R0f+QIIAD+8cqBhqMneuUoRp5VAfYjWIIdvqwv0fTlxuhBtWQT+CGATDSJev7Po30lHjfD62MfWS37z+GMeHgc5J+QaMnnxhUQG27Tn6ItqbbDVtqCrK/0CoS/S7HcvLD0MRaa3CE/PiJ5AfxSlfyyjUwQg84QGEYomA3hwJpaM4PHojAhUCh4KDiAAEKkzaO/i9y9gAAAAWPD4NtZhwgODAC/nwvM3OzMCQL1vP1U1WtS7LWJl+iQwPUpgHbGzZJgoSbiQaBrAdMJqemJaOCVlYczPdGsG+q69ehu6M4jLkOD4LWoro9fQD7qtG6GV6Om81LXMAhlv418yDkf9gOm7KjlFqb0KXLcILUg0igdxV2Yb0WVfUi+Y8ox1LHYnBVa87Ps1uZdmyNWfMv957J7NDFGC6nrR8R9ChgBWcB9gAAAACNNhdEoAMtgAAFyABj4K6WQjKO8nzUBsABvcpZpG8GFw0DtfoNb0y4bUCWSvYWLEL+wz9jx9dF/3kAB0HBuAZaEwrhlb4jDN2iKY1QrBByBOz2G8aCxNMOqv2Bdc+cmShTl9TY+KZIa9L8qVflqT31BN6aujDcaw1v/nTcMJKjNtYdigz0G4xocaVLIWFuo5p8HYkEwFV3Ea2Y1nPwDn2eqEl/G8pYb3S32P8QxwBB4PyE0UgLctdANoKuZUl+3uMMymo8w9O6cqEoFR18a5s/imoAAAAAApkBQAAAAAuwAt9o0jFFprzQYKySwW7A+VOwg1Ik9MN31CB0OGTWIhAtLl09JFTvKFJHwi08rzxr6jZIR4CXs+FvuCuJA18yOMM5SyTCHmumK1DLqq+PJG7x4heoRcjcy45kgcYffSwf8sCYdir2sWGqRAk/qqrO+13vclWcW3ASuZwyC+TnXXpIChzGzRBZVAzXxPe9FP02hjaIJsltYsiuts+UhfDDf1NzFTlY8epOpjBrpO03kgzsVKKY9t4JLP4M+4MDB5Q2VBkv0Gp7QoWV1GVjH+Uma65EN58QIqAAAAAAAu2mAAukAAAKrA1VSSPl72cOcKpyLcGgBOk8CB0n0QRCHCamIMzdcGcahNhfzeYu3D8fNsrS734eX3v5T9OYMozTSeOmhbqsbkq3ngkOQbrj3pITh56glULcN6NTTIc9dkL2qBTRzu3VZxWVmq/zWj967uDaY3Za79Vvp+kDbfDLsHQTSI6ctGVHK7Ue4sTtl0+qw+7guVljYtMdmOFpdiBNUTUl4WbFNCHijCIC8prJWqglB8tewomD8nSgy5pGe/iMK2ZBHuA1gisu33guVnMOn+TRsrvKfcr7Y7/MFTriw9JwNPx+lY43zPpV7cIwpBDAqgXuoBbEOYDhwMkN2EUIlt7LlTdkDCAxkAzsAAAAJevAAAAAAGVnCFhOGhJjrHrgqUbov5eR2kNBW299ZAfGP+BNvE2uaAKci+HY3l6QW7+MKaTq3lQMEXRCccaeTMCfsjsBHnPziio7xqr6DsJCzNWuTjIe/5LPIO0op8vLCr9iwkTCojljmS0dq5AF2AHYX9CmxtN6WJZ3uBAd/91nLGeE8rmQqG0XZt7OC5vRyN+7eMe0BVXxwqu5haK/fyBYyHYPpR5417Ur9kmbbXUdTJEfAPOxm2uWDwq6ArCDm5rTsgVWg3ffSBNbjyAEnSTVjugyroJpJoTDkcSxmjptcxYQCa766vrJzYHgm3drEPr+/qHtJdrEodgdUtsJfjX/kwu/+sD8d/mJ1suaOkyMpdf8Y3AAAAAAAAAAAAADriRYMApVgG868areAlFiAtmiEDgfA6y6UjOLKKYpO9NKwYjCt6EGpjLukU0ggQmSTr/aUdDJ3KXFS9yHUX5Okv2t3mQl9gFS60iJC1yLEEsh6oDuR/KTa/bGhUz5vL+j8k7f3osHXiHgy4clGAt4gxMSegYTy5koPSFSP254Z0xgPNDsmwIZTQOPW/qAEawLnBrrwB/88OAcA1ckSYG0Fqa2bsYCMqLAllzAudqrkO/wxm0xEGtIVc0yFMrR7JAAogNXnDVI1LNYpvmiuBOUqNJ8OoRFIi4pN9NrbMuCXQ2U27czqZ61weziBd9ScQvlr85AD9ZmGeeiU+8t8s1NMWPd8Q4myolRSseDtFdyH8lo0oCqQRGEnlw/vUoXWuGcAQHV56QQdY93+epIQ/JYN6mYAAAHBgAAAAAIihbgv1ioFbWRErqn3C1EnB9Vdh/sd11slqXdbaWfEg2vS0nOpLb7J11PkmzK6kaYKBfDuD4mBS5nAd37fedhRcKNFDJMUC5Min0smsCUFJOKcSf80Y2xVwff8iJI23um7TyOc880ek650mB+GjGkra++IjkAGZbwTAx7gzEhWPkhXjuU3QpoZZcjwPtIQil0g9jCNGba5Jx5lJeIUaF/KmfOycZwCWBZ1/nmi9DSxvrCTSrbEZU4VpSK80yGwMW/G3zkpKYKfr1fF8z1MXwU4SmpyN9dXylhtjF6EIvIv2ptUaFDn+hjM4jANiVt60lO9ZDx7bb4ggK2KlOkJSIHR7u6QY3QUCj7/hHd6TBPF6+braOd6ZcozYedlM/OrzSTdTdmOTzGYNSYREc1wxnrXprxce6VEa3ocYaAyT3gLvDHmgQTppDoySTC96l4Z/wuzaQAABPUAMtgAAxkAAZjJrS1qkq8W4lm+F0V4lzgFJzmHzd544Z5DBtdB8C2Gw/4bhS0NcUPKHHUv61TUqSs5f9of5fWq1arV5MjiQYMkP+6oWfV2j720iP3RZWeQNd80+Q1PL2F/mkQzWhvJmNcv0PquQf+e60jgKg6ohvtuuvnB7R20ndCNUDStYDGrZfodxYUi5jIuZenT0cgLfIyfB9LoGyzF3Jq87NNmPt7MFb3X9GkZ06t9rTQK7sSQmurMgV/Q9PxaPLGyiweyLCwZ5dRWtelw4471d4TCbdMnBaEgFsLpg+a3F6i9XIjeNsEKO/6ek5X1hKi9P8sj8T+MHj7MU36QGBVsCwQD1XjwUxJSg/9tO2Yac7TaHbiBOZmm5i3rLvvQNcsPzo+ZwqOkGFo10AruM/AugxMPU7/khgRA44YNGf8dI6aYgHa03xVjNFft9XfNe2SeRhcOaXOTvhVTq9eHBafr0cH5G553QZzXpwM1jUoAAAACMoAAAAJIgJWZhrc9VZ+Wq/2rZYaYIpwF2hoJLGFkK8FaRbuXH5HVaxKIWmgf5JiYToOh35oVRIwZKdZHoFSpmVxcFSVNWUIXk2uQbytEie6FomI2lIKBk6g7zbV3/ivuSBP2LcQm1xKRMnrUfc4YHtMIhg7kOMR7rM70fQ+o+eIhwBATbKKZK19+/nwhEM45FEZZijlFxJGsDOsE7dzQ+IOPUlzFupaCNusydu7tOkgOyz8L074pWbJjYnt7O3LN9yEAVWEoiXTAr3VLIgbBglVDRVGxxfkAQ2zZgvgSvkZfA/WEB8QtoWhNBhZSPMLXQKdGz9SWFRw8UNUYp+5WMFT8ZU8KXH+tLO5GTMonPs63ry+h/6EjKWPtWAlI6EEiyzcrARQ/+YlJ3bCDBaUmDrrYD6xbIDfYjiN0QhIPRSf9k7jcjolk8I404qnYNq8iwr9mq7wWg/zl5tY/jAAAAAAAAAAC7HFyg1eJTBXgA4PsVekrFTNLA2uwp3wYyitQfYkFP3Dm95WUrJEAIaK54u/buAj1Lrld7eDTsVqtUw5qnrGvcSQWY/+ZRzcjpf30d7xWE9KzKjXql8kDB3Hbq+RGDJmqwSk6pSOJWIMp32VpmQtAHITKkD8Ik7YsC7+pvgK55SgIgGJj9w4T5/B3gwqYVRYGIKVTlJ0WsCwgpnZxwY7B9U9Mrrb+a2a0Hq043nieEh3+qB2q84xOAKUYdbba0kG0goTrw5cgTSkMuPZbTisOgxAHmbHSKSzxsCCoDtDk4Beis7AAgNTdDsNhfPSQ8eCutIGNzH8fjKnCsUWa7yuHkQaQVLUY3S2ECXp/gDW4ajR+nL5nWGgyPB7q2xKC9G/Oa9AAMhkaVpYEE42sfxSsL9O2uPwc5V/xxW6J2G1+PFTl5hA4xXJd6Ft89utAHmMBEMsRwQnb4q1LY2ojbDUMBlPbjAAAAAAAD7AAABFsEsi5VzOc05lY3kdEyYJqGa0QjywEX1p8Rtq3xZ544pmUkT7S96i/d4GQ61gL/yNMbNaFrzAmE5oSndC34r+iHkmrwg60uxbcpqY4oiiXFXU8eIgeHnvdiT6Z5EdLHEPs8iRFvywUnpIBzM2uX3MRp3a4edKDHcc3PhUy06oqQ3KeZTz5ZFCnvKByq0mrYrHzeUUq0vCJ0xTQ8YTs/X3X2o8Lir+lwMkNvp9MTDMcLypjCxeZR/fQtVxM/LGlbVFsZMAaNsgLmTERkdeJb/68/BUZlKqg/PMG7r8bqvpWbgHfdeFjYDNQYEYDOHpm90trO+Tw+7eyin7AIi8FOQc+C2nurZPd3ChAIJYJuKhnbCrd11LvGC21hyL/9iMZckYp+cY8E8JROVIdbKg4GzoA0ngi6nJNSvIqHItCx+lqmXbCwEs/9oPOMKPZi9QBEZRlOmi39e3xiPJqdgOKAYeAAAAAAAAHNY4MM/5ahH1yHJkJoBZJt+N6lD/sSOOFgsaVgd2Bys/I7cG/ayr15Wd6TCI5AGefazEW1aJ9zr2yuYKKSd7uAG58OqzpDFadltQBcrLn1xz6OeGKVjsYLoqJVRVFD1vmZwkq6k2owZPMX9+CVDCVWjWDEaUCW+Yx+MiBi7xkcuuUHADLLTfzQI7ujgnMc2zFjtuk1M9BHLXupfGdf8h12oleiCHVwnwRjGOSUoXG0SJn2R51QjZlix2D+wTXtFyGGCNthAVyKp2BZz+LHgGy2zJghoNiI26i06gEWUovw9Y8UWsZ+MwPBf52r24YemJk/zTcIatfryR/vdBjcEq6X4SrdvXpfrSzcJa8m6VKYW9JyV8931czWADswoAriXeVo/Z3S/x2fMumcwEiF49ccQo6ccJ+Oc29XJAvtE+8/y4EyBuMx2TvFbZIvaN5fHPU2zXAoAMolswf1iEYy4AABMEAANPgAAA0nhXrxZCDoxP9zRF24+OySordANe2GROP+5fliVwEx/7nLZRicRaLc8hoL0Vr0pH9jOHNXgeFjg0WE2K3+0G1BYFOPe1RzuoTf3G4Mi2DpO8bI24rJ3KJd5ZoI/gEipCEQ9w07TE8hU7Tk1jy1gLTQTjy95FLLKp2/5QytmDk5V+7BKhPBo0NcLuQJ9cAtigcOl+yOY/AUy/9GAYSWLUIXIbAx+gf90ec4R1RhAlaCaYziBXXn3hSCoeh+5SDm0hoiqgu6JIl92N36LxrAFJ4d8swRN3r0HL6NLtmkQzPzc8C/xfSIjPebpMjGZPZsJV+NQzihQhb6uIrs4oBM586l99wWP5Pw+A41yBSd6TDV/atT/iqnjt9L6IOsY0gd5xDjVstTV5gTy/UXhelZjhkmtaRsqZb5o29dPyVNniB2zCuTj1pnGIbviLdq8mSZ4NX1y4R7NLYK+4qZ9Z4vD8MAmp4KU68WXXVtM2nAAyqGpTGv9pvKEcEegLR3314kSnytRhhdWYtPbRxNyonCxeI5IYbIsOkt6m7bQAEKIhRAAAAAADhd/s9QDW5I6Y0vwDGm6zGXGx05zgIITX4DJs+EO4GSRTmGVXGmAr3eeH69u/nTvn1YcL8RKBRTS+dUvwNOt1laIgfDw+2dSWbE5G0UNWJENEEVOels2ObTYZNVN2OQG+54NHaymSfEDZKPdIkaRlT6Y8yGz8cX+Cyc4RBk5ErIxBX6fHs46V+UZisb/KGEgzrVkUeoJJqzx8tyYZ1PAgSEc+7ziiuO/5SIRXXVeSwNXC3GKdsYgDJ3Etvji7dmyE6djAjpziAcQT19+k/UZrljymLwE4E7m6NU7HcX5GEMJ11Et7sZzTaoMMMv/ylWHt7w6sz/p9fvbpQ9JPje4FWTrAI516qEv5BD59JOE5p2QynEeN9pIZ1P8WYryqPmZ4a2hMP1G1Fx62hNV2ITDJznlYvXEwMb9AWUscaZqbOlZryMNoWTXiS9YU+5CnKEueJKONJXUVEGmSHfKIYFUpGD4wrxlAOWUAyXwPzofwPU1mV/Epd1ZfrXWNh1VFTFNB7FVwj+ZUP5tNmqGIQotLc3ol5zcTtwCUJltbR6ASgL4xc68dp06sZKj/40GrlrVKykvT+hPzsI85y0GXAAAAAAAAAABCiP8N7HruS0VPm92GKiC5d51LBU5QKrtx37ViCtBFphxOQG5VNB/WTW3sdX2Q+MDIZqNIh1PnyO//82oXXsZkd9DPL4lRNmpb+rI0+ZY1uEpa5+EadFyrR+frujwVXe/ZOcttkwPVKOXER7WEQukTZ28ZDtApSUVrjiGWnO1LPUAergdzU1/I6yDeLyl0iWEd6WSb3vBPlDedUEq+HST+8hCWiP+5V9jgEFeu8rYeJqCK1+x/nzoqzu2Ep1CXMIV115oSZrO5TOkyEwmEEAWluW1eOkcnIHT8kfNw2RzeR1ISlAbmY80Sco4SE8Xgyda6P+wP3ZWN/e2HHkRIQQjhxkH/E0Eus+TeBvy2Rae4zbX6sukOWyZV4Nibl5zhn9ZQiln2xL8aUq+DERNosf/Re3BvdMjs4mMlotLMTUXagoeU4F7Ud3c2jbYksw8MoflSMM/SLrna1rTN7bs4wLv8r1KypTws+gP2Wd7xTodhBDHrgeDg1qDSfHo0gkIoZ0V5Mprhp1NK0r4F3kBWV7kGU0oCT+Ah/8OH1xQJ7o4KOiCIzkyk8s1H+ok44Gfsft69r7k7XAqVLu31vFoAAAAhRAACFEACnhwnUhUtaSbYJmq/kv7vPHq03AfSmuGeBUbFiw/Cs7Ea3i800DDC+vchxSo8VDb3KGy7jsu/v5HgTuJgm/kew7dVOvY65S1imWshoJ8C9k60BzPOg/6yMfL6vr3k3gw5eSoJU7jllZAnNTs423zJDWHRJ6DNw0RoI++1ISGVVR3je7vv6b8jNvuJbyfnP5DWB+/5PeDt3z+LzX5v7aqLVa1lfdDpixdvd5RxcgvXGJDmhxDOI6YP6r8QyiMDoAf33ANWPvFj3YQIgA41tvyw2zKF6oKb4ghXN1Z+P70G/zOvujkKR7vrK3NAhG2gFqxVrXsbsDWlwHkIhkbw4sh7IFwxk/ps+GV12FDt6XVqtxcqPmXm/zx/QvzEaMQBdwfwlRB7iQNgo6spOyXi3LyeeUQBmrS49PVYKXiugcSsjQ67MeIF2UQYzNWS0tx2XuMuGgUjnLPkn0D9SvUbYJStmhEDCbnuocm75yaTMLfHSYlTcO1NvH8sx8qK0C8noI2Wh6CZxQXvKjezDHsV5UXKwwW+0UoLj2fXkF1JhyQYdub/o1UlnsLpypQ6ZweL1IHS8JeY39r6zNko38PG2j36wbc7L6zY/qGAAAAAAAAAAAMcfMiAp/ZRPfSZ8twuo+vvD0ByWGYB1XjWPdTdcaz9yrhvM3TVaM9i9aGNptx3O2BBs4225hG+hmewovscWvJodW3qdgaR38IJNcQdpVHApxvdTank2nJwjBpYOvCFi6jIy9Wwlx7QZxZRJVkaQeqiafJslYcPOOvwR0LHzndzFPOqHRw1UX3eJkGiFVkKRO+CUpW9RsriYMaWlYckY6o0s0GdvDsaJFlJyLE+g1RH/enBE4FilmdOaf81L7gbq+Df+JJgekYVRESKSAxcBnE7ojEM0SieyoPtelrLaRy9vN6bhLJuRvscf9bWOWvXcjVPs43W75NQ7dW5tEsQJqE0jIqsW/EwJj79CdoqUeQvyh42BcQ7RQEQgXX/2cnmzS8W2Q0elIGrVTKZHdDc2h+Rl4nHJPGM0N2hIz0oi6j++OcSl/URgkAp5UqnzLzo531syWFtUi2mlMajgb0HkDp4361A4wi2eyRgO4m/BS9Mi5kMhYKh1t9ptViblOD/k2gmxpObgbAgrmjkOYh7MMWr/5D2Z1zGtOYRavWoJDzhgt3YbWYNwO3MUz4VCWBbCEoMyO2+QGfgAAARFAAAADGVi2mFnpwJr15QcBWBc4nU/EapjNLJlEpplh2MmoOkS++ZGkjtbORyorYu6vP57owhSIu94ltHo+WuT376ADJ0lJd2p62d5/zq/ZhDiu7ugFtZEA/iVHfxizV7Imdkdg1rOJ0fBQgD9YC3TnkPjqTsCo9h2GDedqglF3bZTbAiBPvoFxmxDwzkrAkAxfHqlIM2Ax9AKABk2aP0Cg/8EpBB1gfm691Pc8R4aty9XHcRjXNZZf6Y1SUGcGOSxvBNcCJXWHRuzVtdj+zoDDwSigzBr4DjfCJXbty/E3tort7Ld7SHC8dAVYCI5jquAlykqr2SfUW1OMBC0+pDIp6Ctk9nR/MfJ/K8hW7mysznw/0PWcp+MvlNtmPhppPpTPY7ImFUKS7HxitfbkIpmbOhMDOeRO5+9mX9s4hVrv118DlWQg8SRNlvwAQdTEuUNLK0NQB3sugWXMDBQTVgAACFEAAC+dnzz4+xkVkGDG1l8fRohb6XEyk2PVOlpMo1tUml3sYKBlJfT97JrpVcUUcDdkDFEBlNu+8OpEiy0+E1+aeF2xhar2t1mBgWcH+5f7c75BACeIaNmsB7SL+6tMi+WJGZugyd0LHPW7W4kiYC9kr2Ex9VzEVv8sgjl4b2Hw1U/KMsfo/LzcCuwMDDqxYeh9hHNCnzdIXmjQkaR6kHTuLl2uhTIi7M3OLS7pLIowWSKyXj+YoB5R4GoFVlRqcFLNRdKFox6RaM2fiAqjvNgQKhepjipE+7fUJk9nzW6sOsrarb7gMG35E8vqHp4A1kTPs/9yYsK0ZIN4ufkFOX5CRNd+Gff3GA2W4MFkIb0CRbme22cOTMTlCMav3hUI8xxFI7KSvoI3wqeKkRuJbGbmm4NzyzYlKZI8kruEq63DLNMlR7eY16UJXBtxXYvRb/cTTlOu6a4PCOwcRLv67xPRMwHCrPr6o+pvTUdQ8qe/F6x/uUu+6WI4zdDUS8pa0VidBRr1F6UjSVeCy7at6UmriPpnICxqT6s5JHLAgo2AT2Cj81k28FI9HvY6rN+t+0dSGGI+Sopu/uMMU+olgZh2RvjsK6wrtnDutTNbCjGwwEngAAAAAAAil3QYEmQGU7io4ZVpAkru3S0gpMUU12m+R8tm16V0Z4V3QL4AlidzIZKxKxovof6AMP45q6oCVJyxjc6p8TLKxowe63hFCScaypqAMdak13MhcxW46YXjmQHV1efngeLQBF1Mjo7j9dnzb8svQ5ZLc3YEwqV1ABehXsWhksPjMKaSRKaz9/CgcD/CnyGCuc9BTIUrmMBwumVjTYAHcjwchYxyC/JLFgWUtC5nJovO4tXLA7wkj28gau0hvoQMQNxIQW5Q/RulsgMzjP6GqOwOCo8SUpxfxpuN730FFTVEkiFt96RGzbDFYhRYxu//KT3NBLE1VCUMXKpAuy5geTVXdhJ6KT2smqzfoDUJ2cNtx+jElytOwX5Oeiw4+q664Xe6mKTtZc9+zmAVS9NBe04AGazkFk5w5upc3v61+R/QrKFDcPRQ70omSIhQKeKKNmZPrev8xusTLpQUUKshqgesDowu10JuJKY3PzMRyRuBurT4LvaXtmG7F54/d41l5C32nlGhpCdw2IA4+tfAI1E2oUdQ663aNBml9zzbrnEsvmXygZAPNPgERTt6G3mIkEuyaZj2QjT5BPUc9jdAzTfWgWbfA5DTqC4/GAAAAAAALkjWoUyltD5qxdvCHIccQSH8KFNfao6H/e56gZ0VxxK49YPiNcjoA9YBl3hA6t15h8aWma/YJEfyivF0BBZ1HtFfgbwsuLo5HYCsSkS5PPjHHSWfcAY7N9Z/ZMlIHACi7Zry9W8z1R42S4oykXuf0X1zaA+oI+cysmdRoMVJaQ3+ANpD8oJxwIoEbjWcgMYe0VHf2nl185iYIevZMnxg6e7zuQZHuETN/OX2dYs7BDe4KyuBoc+8dZ/Q2X2OkZeOdPyz87HeNsjPXoNLyL+ns7GQj7HKnqTDwndwbcbYvm26kUl0ZPVo2HEMnLNxqC1TR1wFX3Dspp0Mix24pQTvBYotOJhjOxJYZIfqfzaXMTemF8oJwKHWEEIFH6JkFGHiSJBdzo29lBlbphVFNv4CfG9tU7zknqI17Fy0oI71Ofg8X0DVvLUB8cW8ciGtFm8QHWmzhSjK/1xLacrFNObwo+xO/0OYX+ajV2vLAsLer/2zSQDhpr6kSylxTGFtryYiL3ov07lpsEb83zha9J6wkRMM4q5KRi29AkipRU5o/eN2EhPls1q7Jhz3fcasmbSX5XF9trcvuOlBWjTxP+Hek48spmlb2G3CJ9zpWheoYFqlyJb4WgKcoRj++KV5oWuganfiuFVU4FdYPTyAHgL5LW+cDYeQ1Zr2RrLhWeG/emYds1iM1gSkuSVIzKn1aFT0A0VscdadWHMUHsxNCflhX3qfZyG0GILCGtMbJor1P2+6XyLJFO/0oZRDxalVyScl9KzduWGYIGZOD1m1wKP5p2v4qJX5n+zQKT/UPPHwnbRqzBtpKom37F+LDyN7TaYZt2cLO48yEMzlMybm9qXMwCYjOcy4VmIAAAAAAO6I3xwxMogsxtssB13KqSVX0xBoq/C5mYEDEdO1LJmjt9h6lWSIDSOXhZXrL2HmUXuVyQ5E6Jrau/QQYPGDYFK2Ncfs/fbhNz5UYki7+Dg7bNCzYo7GxOW0eaHeDfmw3l4psCwUEwHpbgHm58J+bUZX00bH54Mu7pgvpPKBXNe/FuzBaN5ECoYx6+gp8X2hzEMKiIQRqAevgU1aNWIGxlnmJfgMDtlXId+xl5fRGB1DOSf5M5YL5UZMQ4E3EW6PCPvwmDF31R3sMSteyavCf3VF903owlNgOxLV7zlu97DTYsKodivyGxEjDSbAgX7y7P4XJ7pGtyrZYzfGZ1Ms2IuLjMNI09ksn1WSgJgmUA/J1X4GBcS24hg9P80MwO8RrnPt5wGbYJ2Oq3ExO5Kc0MD53LPj2p1zKAUIVbi93wvU0bKwdBz8UNK5N17rdMktjte+xCyDJEozpebiRCFkiDE40ZzZAmBA+R33J4ahsDn9NEWW8jw+sqGBzSabjO0jYgJos8UATuO5LjML+Akpp2IFUezCbhT/sJpqiceg/1AIGyAdFv8kHHb72PbgQubRvSuPIJj6WSnlqmzHQut6kwwV+5wZSs98xoCLCjZd6/XzLfGae6VAK2g4KfYAbt+T11b6FW5QcChIYq03JgtRJnbk70kw/d+5eVYLIGD1Kfkg6PeJg+BHFMWiPjRm+EYF/LYzpxsEWcmQQ6L2O64HHf5+YBUkdwjp+37Gi5Hue0NIa0uZ+aN1ksoRjm7XZyv+xiv7/FxR7zvqzgYKR1RF2+kdOWAttUvPmIvf6vAVfFjVsLkbRuMXHNzh2JcOp10ReRgXEI4MFQwIEoEuvaqBS6CPG2/H0T3A47Sx06y5+4XMBt/DcUkDRXsE2+NGTt93fZhJEAAAERQopfSFn2Ltx4A4EE26jz4odXaWsLL9oLbCEko06b8EpYxki4dH3W9jmM2ZaEgwtAAD5EClzSbit59R/zpFF0CJDV6a5GFmdg4DREdctygXtkJ647AVu3zqyKiZe2E4jm5E5afrNj6Okw8VZF8+MYqiddAEMz2vcFC70ZL7guIFQ8kf6OIAXYqZrqL7aac+OCHw0s8LV/OdBu3CyJk4n2t4+pOS41/5rDr51cRd4iPbMDxynqsfV9KEly41XtaoEL4ewkPoMERj7ISxHyldjs9LgvULsB8sciN5KN9/TYxyD9qTlGKSkmL/4WUWA/IMkwnRud2z+Vv1R977cT8SZcQXPjbowpsMIehavJazZXpyCrMavCWsiaSJi5GPlRZE/PuEBd8fo3v3PjZe4GLIU+u6LZoZokTqYRbpVJwP4AYW1KR7QgzY8m2EqktX+qryYlG/zcqEerI0AmDo/51GyKu401hySOrtTcxQ83of/YFF1IcTLRIqQhX83CKCHIerf5nSDM8qZ+Qd/d6bZFMOOs3ZTV2qqKSGB8ro44xblSBE6P9BT/9YKJiMv4JNgXj7T+83QgWfhNRQX1tN6HytOQG/SuS4X3cijh9mT+fonHrGc6d60GfNVZ7jE/eddU5q/A03qfAP/BCY7roV/vlADBCrmK8ylSP9bg6buParJ3+O08qFIV/Egfz/FJmbk0Cff+22MZ8KR5RH/z6j9HnrmK/6UUDrYYftRqKBIJ7a1EFMHc7MrsQsS1eMrjl2Fa8IJi4S/UflnY0/Xkt164MhYed2oeZinaj9oMtUPnvTI2uw1AEAG9ASRAAAANYfEwLwh815BdnddQrY7wemzblyLNNavRdMfWUWppkEXsfX3z7tKX9fggjxmzbXuO1zmLAz1+hqbENfpLmEXZ2fjaMXpZPDPCQV5l5GdY9xS5JRxcdKTW+yxDxox7YssrqQEkmhenWAGWgO9j+nRg4xAVbyL7aA32OeraNYK8gGKd3kB991w0xMMKpoRHR9/ZCvBKLG8oNd0B7jZ5k3+yd0HKH06pIyXb6GkCY3ElxmCq54ReJOiIA+/WszLuqwK323lwQSJPuYKbjx93S3Qz+hPO4bFQSqX0F6Z6/vrzYDAFWeyPmlqyKRx6mOzPtEKNBNmEZn4R+wFNr+Dm6Pg0jJ3wD50Vb7U++JxrVEOo+TJLjhJQEtZPZOhA2yomWoMdo5JFThI5j5osVauIDH3SEILHM3ZXbC7ZKxLE3xUT+oISNQmHM+J2sca5ZzrpMPmGYj6dm0yZTpNJ55eBFwygm5GcMZPWZV/dodLnnDUF8iNcPAxqp14i2oRaw/7R16pQGu0qDXLTBzTPAU8PPhLiiHp6n2oQnJ8nOBaS1HcM8zelAHoJvFkAufmbwBo5y6sxj+YZ/Sj1OGrIUSW2+VmBaPBv4zMAaY8NzH5FEeZ0HkugeQu8RtLL5YrZF9SaygUNgAAAAB7ID/RBA9ZRs1mEqmxcu52sEMbuDP/lcaeOBM9HZIFPDwdWpQXd6OutC8PXk7rKgJVYtPKnKTK3/GmpnzP55T1Td6aoIsv9uCi3UCo56gYd5NdZVlOgJPFeLNBA7qBrRcO4OsH644vLonX5AFQzGAJNxQfYUoDMqBDTQ8vAZz4uw/o5MH8uQDo8p/kEySNwKWTyrdibzUm5XMxLjeNlIwNDQajDbIJ7sWyBJj8iEq3xXC/h1++2CRp9xy5loVpCNhGi8zuJ+zF/D5hSRAtUMSdP/EzuDZAIiqk89hUv5GmeyMIgrBrfiN7xAST8KQSIfYDOvoyK6PqH3d3wgXLnuk70l+5YTeK9pYR5hiUVMZpBip4zulEgStJdkoXLB0DmBwJSGC8dvADoNh61+FLoQZSYYxzVYCpCmvMU7YjukOs18H8EeGGFkN4wbGdfMupls1pt8koomSrnyP6SFDNiA4688nQ4i9AtJHiySSgYn8t3nPpdXQIrruMXnKWnKf3SRvYj3GsRsQTGgQtV+WzNAHRXwNFhd0pQFYLnSivN8XJQNfM3Uwos0O/WHDYuyHuX6pe9r3vaXotQ3rkMa/DQ4AAABkoZwW8crAIDXztbMpr3ZbWipiIRuluTJi8Zbrj/RM9zxc85r1xd5xem62Ywp6Nez1MXd93y/akQJjkGJ0ApIz1gJOdjZOAyzwqA/SOPArETEy34h/fUKuV1SCENt9w57U9eRI7S4NH31HqU6ophPr230e1amvxpPslMorzbM4SULaz2oQVjiwgKbG0rePo59SdSMIkBiy1Jv8gGvwW2CpUp/toHkmoQqxdLO+mudWL/ITofY64UFAU0+dPQ9bCoGhs92dIn4Mcn1rNal0tIiAARnHkv79SpXcl/kAT31AZTzwBo76+W3ES7GHtVBT1TVLijNU17ADYdTVe1ZtG4fcWfW5VdTkj7vm+8XsIkr/QCYz2u/TPt8QMRd39APKyuACv0YEP2PhDbcWxB2F4MwjF+OLRfs458add33jS+pDedkTqgL23ZfM+FOwV6EH8LNXms1aluGQJe4ZwN9v88VKPtmKtt934Eq3e+O1Qa1/vsFkE/Go/3HBo1TOB9KJFb4RqSHRXcqAWsL7de2EhtqLkOIVZCzaAvF2jFplYbyp+uYbGOC3xc9yUNsjMWnSL9sAWNFf/rW44M/gU92gioanNYCK79KhrwoEvK8kCl+ZfjuqlCHe2NGYzhHNBUuJM3HUQ3kC1hm4vhJH8M6l/U2yybdJ0yLarpiE/M/RPgzpEyRN0SOjmmT89Bq298yzMVvSUd3rH+XackTCXsV3cF15J2etW7D5o6Jsyf88t9r1nYD1lwrIKAAAAAAAGgNSw4H5yIblEyMryIEkGQq+YSQUtPn5d7MV70DwrdJwMfWuUUhaRqdQC0F1VmCinAAD+im3BdREp8yGj7l30joq5cZz0ZuR4dYQtRZTxZ8IyxkzeOeajBJThUg6U5Mvt6D8Nx9JYW3UNaytXnS54W0U2VhMWWGRcUhpoGQd0qyccpBg1LKxL7pI1FUYu5Oy1neWpuPqTmn2nu5Al8zjS36MGqy1jxQX3KsrzfRnDxcOAfVFbZwGxu5ASusFgF/ET8dFj/ErNXGicGVNUKr+FGtAVeQ+mNIbfQ5srZTSZWjqRlBgfGUIKCgAhHeFkGmUTvrIsHBRcO+1mBEZdVeVkcSqSEUoTMxsDtv0Csh/59oYySGOCgU10qAGMO+pu8LHqRZtRbcrHwCFbOMyzrcoEIxixgyenPj4MBwu90l7nEQIO3oc/u+FlKDxg5Nk6LdCHWFqr/ZHN4TKksNpGPiFuaf3+kCpD0UD41MZLHriVRBBjBp2w194cp6REXNjdcSZW4GqjqAOCOk5iLQB/35SMFnW+hu6g6zY/6tnT4cGN8SlM3HNywfhegNcESh9NDL9+hOqbvULhx1hOO07AIUXc2/Dn6VEbBy61fEAwzj34xZuwXuR9kD6fY6ZGvz7ughxCcBX6HcDIpu0EJHembJykG8plnjY3848SBI1jP/8HYL61u+za5LtvLbiKOVgAAAAAXXkQsFreFznb4s3Pxeg6TMrb8hm/2ttz1mrVGm27heBfJF0V9j//oDiqM2/QnS+6F4745x66pxSZsdUDYbWcfuf9nTgFxQQ/vbk47zpVZbQ1pXTd7dGi8Yvd7gGdmvY3/oO/qkw3cafJAWEij6VXZlFWFVjVf+UVZzK07FZkaOThrhVY9zgLCJhi6CJxZojSf8Qa061eFjJmGZ9eOyijQJoIvyxcclWY7sQLP6Wrn/xBn9ACIdVsdzAHaro1ryM/wDDmmc8R2yBagW8F22jNjEdLcmsfq/+ZEqIjWgjNvsC0VfspUO0e/s/eW+BdBnE0VRgp8EDnY3MfAKuPh866e8cfabVjCp9X9w70s+RPjC718czD4H8O/HZ7MK2h+Bm9rLSyBPOpHNSNQljbXyhEKDajp79Etfb0zJ3z+PYKn+NXRNJWcCQeNff9sC+jqX4D3H45eJ1XZCzwXkqWLwEaMP9cg+UVBgujIRpe8XvoM51HwZRtK698wmLjNepuaWZ+twHmu630As6aySwHivMh9V76BZrrgwW2iFFumE1Lnlha2TiAqGIjMugryuah2m4XmQNOHogdY7xw/KzMofrBR3yxg/O54oBOpOjStf6iw7U/W0+r7eE0bFpkN6jgr4CNCphFCH2/8DBcowVNKrVbECryyDPYutAsJ8dBO8WJikv5uQa93yVYqtNy5xs2C10sYxNDiPIdi11t0fB+qozBkI5BRlpgMQ8YIqGmHXrcqEkpa1KYd2S1W0wAAAAAGGn5Bjodzz0YN7p3mEcy8OnNbDbYlNQHA+JFKdesLuO9hpj/IwYbfrvhq4pVoUibvBGlIX5MRgDrz4unKQObkk+Gpy0MCYLOoVpUI+KY1fUnShPmOqbwBH33Tf0eCGiHHPafFiXXlVXXjMUiHGLR+guXw+TYDCYFRU3DJ8Q6V4yJWR/1UPvm9XL/3LkHisz83IGCF2Igqm3vPZf5P3FNUaMNzg3ySjRrQYiNN2XMOjJJPiceagMqcc7X1rJXN+KiadJ7RXFTXY1hzK4Oqd5SFhpfbnWV9h+29/46BgzeTUfbvwC9DMby3SLG6tWkdFLakPCnudjS43fovy0JTiqXgbtLYQISIl2szNR2qW5DSH8AH1epPiEhO2YDLxRaP0Nvp2MKRv4jtKZUMCs5YGzmpBmofo8UK0YSBEc29/fnneed2/dDGacps+FXtb/lQySbZEepumo3tOhEjkGFFSWGJjJ939zIQO8u2+wTcwo9qFjOZfUnciQQoITvUZq/I3udbEr1GHyWj1tScVeKnvg1U5iet2G/pwB885782/44L2oUOoLRYAcoeKGcbG11ZZmux+03M5NoLjKUsOHFf8qQy2ghYIS7RhVfLy2alqzZ6ueZIRyKK3/fbOwxqqOwVSiAnfiKH1+vKut/BU6514cZ6K//zMk4RZqQ8pi3vTiI6bV/tUuYF244B9c7ziuYlzBiOJzpFa4pq+jEy9/NNqPaX0IGCfYTQeEFZzbFl3lxTfLE3eWfwJsG//paKC8pGlWe/hXqae2+qZnC8hw1AWzSh4SqXEDuCfH0Sui4DUSdsSx81Giw4ya3uhN1AXztlrwZi8N/KH/IeiXRNMG5ueJ4oQmPUEGG1rEdo38Rz1MJ65wCLsv5cMSlX2QcLUrK9AAAAAEjUYUBE4ukcEGtdJyPxkXNS+Tj3RNRx09DoqdqtHPgm5DNibr9RxF8QosQMes4gmIDtPrmaV+P7Hc77xNiVidHAOeUpzl0+TWvDwGo55ou2/atQOc2iTM5Y06bZyBi3xiIRQ0m2UDVJeuKjpsSUcRMiJXQOdzT08PlWvXSxI4FPe0BtnIB63p0cm8wZYMrhxHQsVMw7OfuWY2PV0IlmBqAyJShjWDqIysxYUbaqXJt1f1P4Wjy7AaSXnlzbzVCxFTArrPIXEs4Ei/uaY6/as1cN81n3st9qKlLaJQPlwU3hlnzoM4SOV10a6sAKKLEe8fKOq6XEPhbar0s+l87/aSJX5NL0tOYEQIwNBNG2l2fSl8+eJtA/3vjLIpxJB/dFlbX1xhExDAxViYvjOu5QYMYKpsHKrmeWOIGakLwjby9NeNXxC651+GuhEHRrNtQqlLa8e1H8zX0HFH7TLXxTEBT5Hi27vGwOX2/uKN/1knprVxymg3CnTM/L6wresDr/dOy/3OpZWlz6u1r1HH+JU0goO2Z/eKetp5KDNOdgdolBT0Zh8ODz0L2eyg4csv2b/2FWU2TBXOly/4S8GMA04SAKY6ifsWy040fyKRjFQ1SOh8SWgfX5ap+cfC30KhrN1Abz+cvsK2uAw7r1MmlxHYqC2QSjTriP5uznewG5PbOE0acLZceqo2hHm+3tohSZ/pcQkvZH1+w7TTWhmBWqBgeUAxpiKRbIVy5HZzNNuWRirdMvHct6li2Fzk/z59YW32lGFwpQJ2tg++l1zpBZ6gO4/8UOO+i6ctnedQWcMPlDi6TCCX4OoOESQw0fekbSS1iPlLZIaMlng4IW249jb5imZjYChF7GVu8vgXFBFEg2ANXRlaaYKKjU8ENVnw/5p28AvWXuDTNdw8kueQ8+D4wOGci53qTKdv5xvZB5DUPPljkUnh4zNJHGdrSLLPt+jYo5FMmK4E/VPpz5r8DM1mg+GAAAAAAa+o1wz2VvWmrHD1R4SRzinslZz79jE4cGgcIAIHb4Z6WIBSIlVzh+CFT6qB5DWAx+ohItUfA2bVetfFI5o+h6y6RysDqJ+BVabn3C2F2mlU1IvA6JkVf3I4XbOPp2exA77OC9LB885eOgtlVSEASvg6Fz8+Ev1f2JXxi3HhiF35BxEea6DXdkAzv0939wFp64MLSmATmjArXh00EyEgRFSJlh1dMOvP8dyzKzy+qpg0IrBM5GQoyYHUBpgJg7WnxL1eEqTTIC3Gjd2PCqr3YiIJJirCl58IUnCe2ozDyanZlMq9FAK6kLPzW4HLFzTrYKG0KpRKn76BL+4xxfZ8m9NR9vTSA79M1j9BJngg103dmjrDurEqB6FqnAbtSYiqvDT6actrXSU3z5AOolASv4RgcxGsrslamttHgl+sDr3HbfhDNcnL054scMyplk3ucZIBrE3JyjIULl3Hvh6iqnGKIQWJiPFDfvI+krQmiF+Dx662C8V2R0RPidHvYHjODl+MpJ4a/2CtaUJzqToHPDMaSyPdVQcNCPlR9vMoPpEQEGJV31hgNZhSO/440V4C9Xh+iX6lDf7edzRTFwd1aD4QJjwO76xXXF5lG1MTErudP/K1BC3Oe/tmsi5GHKif/Gc8Q9RTd4ijO0Jbsfhg05Pk45lvlLq9kIertZ6+rYL8XbsPuXFr5EFshwugetkMlQCIJhggQ5DTZYtNYxgpKW2OEiAF+LPZPFgdR2Y7iG3HoUQemy8z6waNXfmmT8gpeLTvBTLx1n1y6pYybyTvm4BRJ9W9BxzdnCTchvvRo8qtP+N6ai55/p1TUWQ4dkN458wPcYMNZY2Z91q69yw6lWEZ4uzJvQhfCtRLoVqAB/D+u6ViQgg4KBKMYqDgOf5lgF4gAABAYr2C2Mg2TKPUUpb2hG8A4HXOADfvPO9XRQwMGr5autu6H77TFtOU01lpxXG9seiuavFBpw6txTxkRpDg9BEY64QNVOG2C3sbsW86PItg7t3697bkIPVZlhexY5RMqigWKf7TjA16bR7b3a7E8RFXEPOvqkrfgmJfVtXarY28jYwmJOrFqjhbEEqIUtZk/n+hMn/XGbc3nsq7bdPEzbC7lNi1cgZkvJsUNIORMM4J7ullaVD14HcZ21gl9k7cm+zHpVDZ0NelFW5/6Ico607xq6uL1GNIIXcDz6eTbGuzRw/Mn7VopHlwevKPHFNhios/7jWouoo3oDIed6PZe7bSWEmb8EjqY/5aNz6aKJ68tc/it+GWxsIaxCsKEEMpyk5amTo6m/9RYJY+y3lMgiYbF8wlyPPgvWw11yiGpibt+aQs12mzP9ts8KM9bz2vd0IHAwrjOOwXOTwEjIkot168pJN+fXfeG7W8koUphYccs0XcG01pDyY2wioeG5KNzoGCgXs78KqfTzj4x564RGnPMv3YWQjAsEu5UmTlblGwVF0WZgO2LfkT2IuhkprfMUjpc7CHhEJGbP3yLNMdCZjTrLz2C5gBWAXdUcJ9IXFVmyefRbqKZD3eIumutL/vRrqttvtTdmO7bSxxmd4MrngT/qxXq2cf1yPDyKc4F3uEWqq5ixAtsxzGW004gW0DZC8W8V8LaDGrGkk9E4yngfM1CShEJW2EHNasBm2R9JG62LskTdWcd7/+g8Edvn68o2lDRSB3ESqVDwmsjQk14X+nNzLINeKjIffLEiHyfdyNxaQAAAAAApZT46bRX/NVMtnFuL3jm/57XAxUiMScVZcr4sX3PorMd2d3P+r6gevOh8p3emu/NFRnCNeaTjvC7ZmkSJ9vx6zNRTfdnmjKTD8uNm5P9MFa2urXGuCBV8PqUF4h/e0FfV6TrdTpS9zNFaQIEaq/bm+KKG3Oq6+XD5omD+0XmBfm21afqKpN4igkiJ3QxdHryRJsa/J/VtQ8Fm1xOanhcDz33LzRVSVxg5cCN3f1HiF4gcTvl3Mz4fUjTiCeIXr8NpJ2i7qusovmTr8io+FixNfawkqeyqeBxGJvF/D6fx9ElNmVlrRWsrrempgg1rviug3UgVZMmrfgW0ozK7Nf2U2lHRd/8jCNmQ06kcijr4cy15Iq01sNN5YfzL7T8R6P7Erc3bDaElU/mWUdcgGZIC9NJznhxDQplf31BIGLRUhqB48NEtDNMqJrlBLN15B5cyoKDeOSAYdXLNU7D5SjPtxTGlntZWSRz9GlA4bzPfP3ZSA0DDJmodeBRYjrIVtyOvJTfHvJbU7scr2tUgwGL2/ind0Ztftjbwui8q15bYr677YIJ1ZqQe3jOjxPNw/NZ/LvY0IiGXWIJrUvxORHZKso05uNMfGKyjTW9wpxURzkilGxawqKZb0xB0hCzBlQcGd7wjPNCgxvNGUoXwR1VyULhetDAr4Q0MAyrHMIV7Pfzc6eQNsO/o4bAQnPeacOIOu8d0pAddRALbCKI7Gqm167LFbTNfAY51SyV+2RE5S6Pocxsdx43fZhdGyRTJDHThDLQTwgP1nLSexiMPvwny2ZQ1d+X7oSPk+sHtqqJOC9QcLIz67uvuAxbNPlI2js8HPmEwAACGQAaHogUvsg5IfE5xMy2KhzDsnTqycGdQd+4sPT05FMW09hUhuFSmU7QRKEm8ofbltV8sAtRsZWXQIwn1W41JZihkAB7yw9MqcbEUT/V7gUTH2Q2KMjaG3dlX4kTFq3WM6dHd+Kdbg/fWeRx5R8c0HlhqyElG+mDUWsxvrlrZjdpZVGs5c/rW7lx0rrQoNRZgPm0XDBDgABVWZABrnLoNwezwDUgfqMvLKelu78CRCDaUbBSOG8VUwDjBurSi775MAH38FP+70PTvmSZn8lZDsmV/Bj8yai7gXvm/ZdZ2IU5AzHZN9vdit3Kha6mJ89B/nAYf/j5tcD4W6iCi+7Qh+p7j0gHXFYZjdY03/MjJIubzGGoNwS4l/eYxuez2+gdUFCTE7VWxj6x9S/AvL6Vp296poFAo3oSiphFz5BqxUhFDJZBkZdoQl+gCkHCPyCj4ZPxlDBty73Pk0yVriphrQ8fBMxj/smPmbwwtAuT6XGT6EtoM7TUuKA7pzWLQWdPYBHd9pZ9W4kw4odPc7fMtLnM4v/xfVNhJWM9I9MhcfoUhfVe+B2VmVXeEfyJQwArLVsMmatLo55aOiOmvl4g3pGHZXCKqxBhacsXKDGKV0jwq7ZRub+022tRlr5+SDCilR09PiKMgi8JnT/RaKx6607N9ycofUROafa810fzoAAAAQQ3CmIQseDT9msyd0bSx7LgZZYIqme5ooJ7YRj3sTDkRGYnRznUwm/Gmd/hVmtSYcxDQEbnS81VFAHRVDoAeba5eNcYUe/Y+XfRoyt73pqvl23TDKxAdNw/0dwbf5/bV7wEROXy5Nlpg9x8Fbr2wZunX0OaY1ngXKVwfCEM9X9ycL+2FFZFcQ68c1jN0omiCc9mEohBjRy2rAgj1WAl7hA+4SpN34sB+b9H9BAfI5DBgKztZM5amQjWp/Oh2JcPVuVEybZyBzpbJEpeh9wfogwkaI24bBiPf4sckfm9ww8oaeqGlG/wGDXykmQLzgHrRMSAocI4fYtmMn7B3XKiqp73LN5zLOwX2LU3nTJeOU03noefLSl/z1vl2jFplQC3KJTz8v5Qrtl3DW5alnxOXX5LdMggJKY9wp5Zyqy1IKmn9GHuxTX2t6pN0WCGIlTJGS5Y1yrTSSVsFUsmh4XJELHYUSDVOBzNUxGkNLjBBNI6x1MppZiBMQ+0Zp70lqiTeFsQnuGPw+I4Ny0jDKGYeBU0tMErJGMt4ZiNMFSNaEDocKGi7IFIJlf981jQv9Fx7TVb7NfKqWgU7k7BpMUj6PYapCPd0Y1bEtsrTR+6EJkrXG7iJ9xDlvFSTZQbfwgk45Dhc9qvvgf5T1rVCMALHaT5dnr2aQuggABHEYAiKSQpd9W/UIxezFu1z1I3F+qmIsjF+GNK93AFiVbz5/SR9/W+/N0TFBaPEsSnEfT3F2B7pyBvlTXo6au9DjJBMeqoIXahjDiRj5zdh4dkJHLnjO9i85FB2h5WtmBXC0FqKEtVeH+lsb/8BE2gZyAj3cHPqWjVSY78ImeATGfauwPNIHZC/7hH5acByurKwtvK4Jfqxo2idTnjFFF/1JEoIds0vLOL+Vv9e6bI6yjRVBwPMnBF+wd8uselYBrcUfXBMe+qTbdEbOmVqloDafoqLVlHfze6mkEP/26Zh/wg/+Si1fZoIiumY6jiNuSxpS9illFkUKNKfBIb7ZBlpu8yRg9g+uK/y+T85JTbBzPb53mgD7/B3siFh1Naf8ca5QdxZEnxz7Rt+FUbZ2V4szm0H3IpjPeA9C2u0pYESWWeC1cm/BM4mxxRoMH+7FFJ2nhdI4LC86Il/sOgSzaAHvR6n5c/UYFa4QTt9NhSZuDO4AuKsbjhrBaFMM1UJhRELyn1/rb4YJ1XVPbpfVHi3nhDm7HR4Nn65u5hX3wSbVERwpMODQ4WgwAAXAr0S7R97AyZSnVG96Un1ZduDNxChAQ4uqLSlEoIf2+dUpk5GHOXDkermjfXgnGNLyZ2JTfj1vlL4F+0FQk8z2vW2Bn2Wpom2Y9xsHY8UytRNwKulXyDalYCYFKzeLpoh2y/h0QR4BUt1sBTD5refNEg3LY1e1ws9Jsow4v3DQSQfF6p52hSAo7fxCGICTykNzw9QjQA1D05/C54t2uzqEUtPBpc/bY7q2KGN25QH1+EBnlUpj4g+YmvmXTFt0yKRPOtMF0ujXLMB6BAxcI9dyjBYMZA+DaRQkHEplihnhCOAr+YiPSLnN1THt9XKCYpiSHcg9rJvmQSNixUZ8aMT6dZS1ObdksymIotuV7O/R4p3bJ0eLVo13W3c/f0SrPdAU8cZCZMVM7aRvmwYR2NmHOZuuB23lG7//rLscfNy6V6Yrcg3+K3QSMUcUqiVtSqRp0TMBSe/zBa68eN8N6dX0/jqpPqHKkUZEuQwLiPbhETaWQ6B05/GGeGtLDJg5DEMVhiLsvuLpRBSPmQMki/yHm1JFMaenm7ppxWOtkxqavAC7QAHZsdtR+Yb/buBYbB+t5IhxW3ihPHmzdNA736LKdQe6Wgs0ZuEzFMp8CCXEVIOe0qbGADGmCRuvwm05cMX88fXOLMp+fLlraG4RjTcp7VoX6FTtZue6DQKjxCgRDKVnhzD2W3BOBx+zaUjz/oFEdS3Uwbvk0zWJR06VWI/a4QzW1oVMQEBr55eEYIj2enJ4eqfbxGgKerm4CpfiXaDzRC+CXYAFmn4sTPFxLgfp853sLJUNnDoE10PAc6KQ4ttKdDKA24Ry28s7eMPf1ynrcql8AnehFraXXpY4n+s3ZNA8hxZjuPIzDLL2HcJ23rvJQGOorWKu4Xuq8QMJkDmX93NkeNXIS7lqTjaC98xlMxiWtaymC55enC0zj2xnYB6ig2MoMb+GmS4y8zHqhIIghEsw21WnEJEpTUN99cY6EprdkABcXvg9yrxNMBvbG98e7VlIAE1Fu4RC2hao1QEIZPfzBdXCrd4ncmcXSQpusQNHfabxhJbD+6nPoip8XBIK5bcKwltpxGbCjoQ23KW/JAQMvYgNdCNnKY9jzfmjaE/jlv4r6oNrUknm7TOQP3dH7og3MzR3xHAAAAF1H0ZkO8ZQyeNHQQOkENdMtqsyj0N4YMBAaMpDHlKmHBsrZB77SGvk/a27xAKLc+sBO4tnB9yAaJbwDhucJbDNDupKUu5xwmdHSjleWcdLlwtgbbvn2tz4BbV+d6sY0SpU46QFdin7SlufPOCdlIt6g4jJustFsFohNQKCGptHNc7SISJODUFUfKKB2vKH+VrmueKV9pf59PLNVutYLMMDvD0qjFyJwBA/zpaGKJztG38GlQOpQFP5JPZPxN0/njSXPnMs6DP7C1D4A43RTFZi7x0CpKZVu4HgobLBXYDv+sPEc4HSixHOFYBsZ5+WfGSyefkIbENy5YbZOxAfSJXJKiFqJdi09L+hMlQuv3Ost6J/pkFljgjoFC+OhBhFft64WiI7zQjMvJ9j6pH4T6KeK5YxgEneu6/VSm7NDISUBNJlg/Vc0CO+1zxm7Pv2U3TUJo0hQS1DYwdeITQ3D/SvJlvO5ZnrzJb/Zr+7fwwB6xn9byLOKnQUMBZ3qlTuIisOiRd/5i+CJLFrkXmvv84K7eHpQaE3soU2bAZMlEZ2Y87B2jny5NIcJ8j860Fg6eLbNEKgl9iBX85yrNksrcOkiE+Rb1OxjHSvQb+Q1MgYWkk1IaGoVPZ8oAATVAAd1KsnsYgi6JiZVjjcPlB3JtgPx7138NPIizLrt3vRDomXuBJsoLgMCMLF1TyYvD1hTm3jH6aTEa1ThzN2Ico8d/58Sf68fCVNtINRZF3yfuYqv66uXJJZxgJ9icmLBL6BmihEjOgRSfRAb5H5R08JOKIGLuF+PmAZHdrQr4GA5ry+S1tJPWPk9eKq71Zm7IfocSrr00I0OlDzPFj+PYXvnQ60mTjJbXSypaIvpCVF6hwNO3TMReebDvfuNaXRyw0eGVoTSR088FQnrdDDdgUFBcFJdC3XMbXcyMRRcfqLrun6Rg51585w+zjqSpSKTNA3pqMQA+ueo5MUeuiRFbWRuD70inwmYFHR6dJjtCDMLY0AOHPtQCegR7E+ZaEOBE/8BTfJgZN1Tv7bMg3d2NRzKpuHP9XIVC7rC+Y3Ggp0ShDQpvifzEL6c/sfnVe4V9vSoNUYhsW7ssqymx2RzR6Q6iQwEcfOnUxEIr7F8sQfP9DjI3QjcFS2GE+gFy8tWKgQKtX/ws7z1Ni5QBv/kzmpGmCTjLcQnQLdG6smZc94FySvbcOtl+zblFrJ6hDmg0GLrXKOC/xBr44SjfypNK0oddC7FYTCCPqOEFF4lSYMDZYABjYA99VtxNuwfg1Lu4HjviE4dIOIBNZBFhuC3HlPPQx9hta0tIrp9Y/cYyfrUUMaT1xoupUaKmBgQuXy9FFEDelL181Fmt3to4oR/CET4FbvJs8h/gpekXxxHhn9MgPSP/Wk5Fmr75ulMpGU33WIts5XeOrBckh8CuRsAunuwW5VUSgTwD7rfE4RXD5NiQ4cZ1cQ6YVHpBtsx0cpxPWnoTFOrMnbKPloexCw6dLu9HfJtLngdKdebtZwXx4wuOoUancnHElYyAVxO5Vl9r3XTMKYFopSLjhYNn5KquWmC2RwA3xStGm2ZxdtbxBNDSx2zz8G6zmqSerTuVShrQK84s0YKTAYJPJGFi4Ms6Be17rw/hf/KeiQzkbgUi65GJXZUdh/yG4JCEFVW8whXsK+FKKL+y/JUhac48eFiq+YybCF4bytx4Kuwy8gX4ZR1vDJ3CLPNW09dX2kJGakE5T9SV0nSzRmRmVOcGiLLeCuN0M4+RZ/PKltcJpqMH13CyVhH6V8kJ1dgaFI6qezBXSgEo8RcCTDs5SBs9PKRtb3nGdnse6ZFusmAgtUPmazUGZRHX2lwjZ3izlEQFuOF4qIvn1jcQFnGvjk1pEae5hNOGfu9o/usoOJlZdn/p8xuXARAaalbDYDIiqjrZoWhWB+FnlzH4UusU3PTdTO/obudBdhrttTkHnXpItAMjiUlUxEMOutPuyWQhajxEUJl0FIOERHaTbWMkABNYoQK5fFEb2UeXVHzRS1Z0O8MSzmrqO6d4p1No90lvggDgkblwe6qdE90pKURJ7utLKUF0+lBR9+Wg0wcJYt1YA/FyqoIyyRGkQJn//9aT0+FevJDswzyyzmDIrgae2nLTs+M3xmTszvUqy42PRSjxaKNHVAjfI5lzLplbcWJ1aajpxYw42YNWSxlbtO6ELv3B0JRAL2sVagzSNIbQx/4cM0nmffnEx8LTgR50yQpBfyUUQ5BmHnGurlO/yxpNSR7JwZ5JzUE1/29HoljWKyMjHj4nyiWoJuas5pYmwx8hzpf9ZT9FQuKsBqRxbECXPW6kVLM6C+FW/1RhJofjfyJYPM/ufacE0mEpDw5FpO0NZzB9Tw24ImrmyMIg/IFjke5NAiN/8ZdULAwkmG8jdGCxBVs+xA5ByGNT15aXN0fPBOkJBADqI9VQoa6IUsgKnzCVx8qburB+1VStQ9RyLaXzOQKRhEPzAOcC2MMm4stJreY95YGnPRAP80sKd41PJ9Ob+96DsBqCbbo6A4rOM22oWdPOkYWvord3fB+W/8nTtf8hinvnMt06GOd6A9/jyjO42E+mi3bRXVgaxVJ+3nEzRXcQo+aOJxD8oojT25r8nf4bVpX9AQzzaIJAAOY6qpBc7HuLiGfqpTvdqATia/CDuQ2cutOOQUzeMHUKDQY35NK4dMgxy0QxUwAAwcA5xMjnvUzjMsxzbH/wJr/nwriQZAZ5yzcghla4znrFpCg/YYbm+GN7qLjYMDjOr8j0cYJnqwTRL/FcL34RuUS3gEZXBO30hZVuIrZVwEv2beaslRSvF8UJPED9XlA4F7cSAl2bOy7Kjqml+9xXh0fysRwPMjTIZIczfVWw3ZJ1QkdLRm5agU7YM2mdU4nKtbn0W+kA4SOuDLs/zLRw80gBqQPizkOVbJ279cq+ceMGzU9SpfJg03DTEJf5S636PVG6VqdG9NfA7225du2GGOYle6eXgo1wdxp4LhEZk64syR5sR0eJ8srAP4bbpUgdAnSYff16hdpLvLgTJc73gE8V1LeS/YL6HIsqo74bQdvSmI64/UlzfWNLNaKmXvEWBqSxbLUA68kRoJ4Ufm/Hus3aMhp7N0eQPFYaC44pZs6q4CxjWSV0n+SCyWC8qRgC4eieUUGE5tG3b5QorWn8UzXNftlCoj13Hb92GEPtHVaLp9P9+4kQs6r97VfH/bZ0bnqqYJD0kk4id528GIsny1uZV16XUl/CjngMsqn0YIZwIf2m9Wg4uiaMEUnIdKS0FLimt+Epa7S0+Nh81JPNJxDvXt9QEdMW9bRkrJqWcqBonFg7tFC+u2s8JFrCC7MhcRRS4MmaOt0HYSu2hecRUsS+npI5m4fObV/kIVJEDLYDPvULlorihgghDe/hRLn3cEw+VJTDZwo25DlJxH5SNmaNmO4cmcIXhE93/EKRKK2MeYaiXy42zy52EjNwDZwS5MQF8J5KzYPGQ2xigAzPhSkNi3FPR/1SS8ZK0aHettC81yhXUsiYZea9O4R8LDB1C0iQii4yBH3myDLazbeH7evzB8FoITkOiDyRD74D0bUc+u6lku3nR00k2RNU51GPLTPC8BUGaToPONsuJcoM4CBN4XC/IrLbXHmbYA6D7SU/PDtAVB5JDyWjXTbplbrjy92mGI2NwCI/L66fTOqKZOFMaOM8K1kiyHLXF6VIFh8s9IS5mENnCgIypjdu+QlZuPQl5G7v0AgRw5HsortTslrOlzZ6T4OfOXPsGo5lYzhWtuNRuCaC14CbyKRExuBswyvOKcKmIPEIevO4mZXdVGsfq2SbdGAe1rTBQ/gLXLnK8RORJydqWvt5nHZQ3a/fdn+hvKHjZFU2/HzSgxuDq8V/zkHTsaH2DjLrVL+w4pmzkzFNECVJb0SC7vYJ4bdAQa8aDaua37gRye42V3C7tnuafAVjbbMUr2zKEqarsNvaGAJSKZExrI8uJr7aBzO9YNUOM+eq7aY8pBAtb/sQk83uFUio9TKX7BQBlsAAAFxN2tG/y9oCvZp5c+g1AUFJVQG0Dol4g76wOxNaO1ElTKmibZwcmYvwimsi66w/7o2+jweIgcKwnMYhcFWqf6zhl3jr++BZ7D2xYa89d8B9cSm/L8JaVdFKsw1EnHbUt/qLcSVxsl1U0+PLkZxtE4d2onEV2/yUEX7pXk7sUiCOkFofaAZmH9iZu0C1nOltpm9a4EcqbjeIUCRRJFINaOc1/L/AV8Jod6QR8Gagaf/0ayjHmcwwegMvL0QKssuxm3T4X5jZL++5YefSiwaKJxMBk2vJmPHA9LDUHe0V3Ao25uxYJOtcjyXQNHeYOpeIVe178eAbKH6A4e5SqVEtE1tjJbRUiY3Z65uF0GudAJtyI+zi9XV0HXs2NmJ9cq/qc6iwQO110OmNRzv809L+eLPvRpKuJTRQ5Qt0KNsdyg1B0GeycJGSzIHL/9Otmi3/cZl6sZKCaubFtI/i7U3l9fMyknJaWAQvxSjQCtcylMrV9wyTmqhXqj1qm7oeYS/EXf3b8C2T9oYihMBT66bcZU11YxO6+R7Yo7PGlYjmkYfhfo2hpOVYADRGgx9CeVg+3yOjdQSawg7Lw3nv1SZV8C+ZDwduDilPgdI1xzNWQxWb//1l+vgJAwwamAViGWNQdO+UYYPKcVCXMYZNQ0UszO3Q9w68Mi0XDaTS6ncdR4BePdXn8sTPrR+kIWWcYKvzGo9gzLgU3Ov5WIOfxSdaoO6uBRzwOJYY5bwM6l9zJH86XUW0o5MTSsAPQl23vMe40BtACOgj8XF6LTXrY/ICnbQVGbcvEMWbHjCg5cjAs4NPpxWcydfhZX30K2HQPg+8KIrW6TVBQsoWD+M4lMVJnvNzeRvdvLyB8N0dMobInu2GL5hY0zMuSX2CEipQW+juG/jeSs5Pm2bpr3r69kmBxnk3JTmxKaOOdTUNSGN4epVRUKcJ+CKtrXw+DsQ8avkqH7kgWkms9R+wbQlefPy6A51FqOi4HVqsfA38w2LWxFJdApQ9yFw06f/J3n3bwn+DknFcad/IDt5UB+P2DLWBLbQNC0wlwhr9coq4MEr8s7mVQvTO7B3rzXUVh91LrXZ05ewykIrZ2e7L/gsH+RC2yIan7SiKS7p+Rvx4cNZJ34EkG5gxx3WZI2ObWCvP+u/Q4X3Js2DSA3zI70Pt2DMzlNH722aisDdUdnoGGk3sbyydbIQxJIKY7D+JyHCmIzP6VNpqfT+MYA01U3Pw4nx/9izc6TVp5MVgTBu9RiCe1CCJQAAANhN//l5zoexpz1AUYoOFs6vOs3KN10fl9K6qzgvT1+0eNxZKCpR1PsisHsz9F4fFQvzBWvP3sFrx2EzSmlAHBwang0LBRF1R3cprLhip2YdzkP+d3gJN/MpBWwfZvI3ibMWF/p9WpeOojozuYmEdZRTvfwGzKxHHZXvS3223z/10stmoM5+aB0tSfumBUfXOGWJJnS+iTZOCljmfeUaaKyryXTywVxJvylQqWHP2N91LtwuUysiE+wyw72/zpybvBgxSsPePfG/yXS1HT9ZhtJ7KJLPzZDaHYOqos+x1ykpNvgpkaUEE9LdlOMbdz0abgo9NNtAh7RROC6upTA4zKp8wwpoEvvedGaa85Q09gb+usSa+qBLAJH88pMQJzikdsMHjMuXfkssh91QeSshyUqiO8APqk0vAaBMpfVFXUhXRtEs7yL5BG3uw6fXDyFI79PsRFUnISTRBXbxl8GpQhY9ncxTVO+jeVuVYYKPY2djKqyNcQYetfMw1uGz02yFqXwlBEP0Js9KY+AqAzSVYIXJ/n+wX6ujv5iXJ+wO2dsr4QsQ7lA3pKMI2muu+bLDxA9dd1JVLW7VQQV6C3Cr6FSuA7Z4IF+FhHN2lNWOCl2AYsg1PWNPvrOVAxZJR4KxGOE1b2Q2PZH1U7JNkrP3D24Ow5OQiaZ+OskSVep8Ix6i/UCouuyRFJIT3DJmLISGv8diHKEWC1ZY7H875i0m0V3Nz0EV6WZZMbgEAQo/zAFXnmF48jeJuQssXICYNtZeZ+Y0uz4+dZRkBo49qT9Tpi4AZzn62tlXxIteaMXKpo4oinuNdO0ZI8kOFlvC2EOBB54z4evBlolswTzFObSjwtPFsDxpzujun80H2Fgpx6JjY/NPSE0ZdkVQi0bLtrEb7H9tCG5vLWOLlaxmQYIRngB/FBA4y6RB2+Wr/RE6lNj0I++Lz9iBfz2+s2k6u9/Zx5VlUwd0z4J8B46UFwb2SbDUxv6W29c42FnSvM3GoKpI8SpRL5PAIX8N/jmcE9PjYmpsY/XX9aFTuyoUO7Uu7HUcmPx8enQqDg3mWTbNUmNp7FRMoxnZzjSgX/yEPnbWhgyKikLGJxXnvuSLfX4AHZDiWwirb9mrb6nL5BJqcO46SlzIHZ7S3vlsImpomxt+P0+AbdG1bxTT+6mXH9A3Cuif1aFpYCnjcwqBXXh3mPQFPGBSCLMOMKPwutL7IlCyoUTAhgVPxtfQxx+KIsEelAz5yaWeGLUV/yuL4TAlUV5NNyhIgyqYL4CmKa4T5iTOcufklpSXiM/vV+XWzXvLbwDFdhPD6SfiGXB5Ngk8RY8ssoD9UT09pcEZ5R9Sbf6N9ugHBqfn3nzXCmXUJE+CJ9nZunzevKf7+zoB14FrCiyOh04r9eVS6BkllHRwOo5n+HM/sD298FnrGPb888QdN6lKONQ/K0S1VEM7xDQr+KlHs9qPTj1TNxXZFcLc5zo/PBM98FQtSdivUKYV2hJ/V+pQOUTidi1dknyijeuANfHk/7lpaNtmksS6nwyXDVoqKIpf4ZP80XM1D3EAB8RVERmfae70++JqjNhiiQABnbS0L/IIwGFJn3KMnNk0EEFf84p3X8Kt5LnoFLSe+vrxAC8oJrdItB9uvtCvgv8iMouoVjpgpIb/1BCK60vOuxmMg09vTBrdeK5rsqsa16Zd/Podom9sS0T2JQlMHplNO4WzNVzT476jhgepm0GJwW4H6Rmvz/+2DlsMMqYpF7B6VnWOVf9lkwl7dq4U4jPCNP5v1fBDj7/Pmkjco/8i5t8spv7NhlZfsFKkDH5ycOse0B4BkBQGjr+UkPqHa4vBepNrLPQjafc888z3tmkKGmdtlH/nJlHoCey3YP0z2aQHSYc2AYzYIp/QRkMrj3YEDylg2PKuNPuJcvOT7Q6SWR6BX33VzHCzi60y1LtZYGbPIIrI6sMOrT47TmccLfuGx1GL+0Ren+K2Lrfd5WilEkHKESVpqeeb9MUE2bn+q6RIquJSpq2S/2OEQyEdG1jbixR7a46q0OIZLB1Bt5QGTDvopt5hb7hizhlBdjkzMdRqiOFgQ41rnJorcrqqDgTjKsdB1Qs4H8BNfwvmIv9E3QRkV5iQoJ4/DBIkQijxur44Pd8OhIHfMZ0D5xAKNqo4oC074fNEzVmBr5hC/7xwuMtYmuzXkpU6mqEZ8DvH6jMgbqfcdymzyTJx6sr4F3Q82t1/DjgkIfQBa/AjZe8tgenBOuLb5YhoXozmaykB6iwbVgjlE56elOAP+N28O5zyqzv0qZfyRDyZrP2/FUjcta6kY4ddb5mDPloXhdxvUC9pcIa8Dpb4aYTSImsyzUM6mEoCMDJilTrVU7LzNXNUHHjvuZmXozoOWqTQDNN8DeB2cqUBMnyErodfinkFkFVM+MOjVJtSAGCK2AoDLlVtD5jhgf3KuCw/yPsJDDntvMfblWL/JbA2Ui78i2QlXoXJh9092JZ9MpkbIsWBc0PTC3O8WhMeTI9ae9cgrr/H5LDKGjVlntZ5IMM/eqb6aMF/uLMtsVr4LNtnuUEWi3DY1RCik94SXX7QaEAl04XCJuAMGjLaM8PU9oK+XDJZt+T5RHUR2CQFppzKNckHm3DZmpFyDXuoAnEDdVGMBM7Q+ysHJ+tP96oY41dMkKDHCA0BMWdnom9di3HDFnZ6G7cvjidx3aI7kEjH1NNAHeElbfClIdmknlllHdHRKnw0y4PTC7PSJ0HRaJkkbKM8KDvt+ExphxhkfC2o+Dk7qHGUJse0BiS4wLIwjkRHtxODv19PwRHcV5V6PBpukmw0SV0cbj6uVMcU1wZpHwcMHb8q4hyE9GVzGnKmwb6nYHf9V/TG7bNwbYWrFf1OSy+jpbRr9ZnpN82H5AxeJE3DGbvK//nz+YEyDGe3t4ao6vGdIYiV0iUlte8Sva0EJjlWKygBJcFICXbZdG31PS94p2ieAP+C33P4ryz2pxIYnuNKOogZvKm/3CZp14Vpb+pNAMXkZ/AdOqfwNfHApv2AedTjbAdce6w6T9ttKKxzZHZWIO7T1sIEPvUz1OaHTRR+fLWuVuHNrboylDvIN3nCUBl+KEhZplUw3a0BMsQr69Vs7sssT0i6aS5u8KMSVjRbOpTA+nx904matLz7MHbw2qYbqbesr4PIbAivm0ALJJoOFKFRhjvUbK48JFhVxIy+bIydD8tJ4cFbvQaPJ2A8LBADm04tgtqnp+6qQrD2M6WTYnS28U77GNyReVxS9iIDIweUmUR1JAIYjIjjS2+UN5rt8/1wiip4lMGGTM04mELn/WYVqVFasBxp3d63jepTxdIEv5FgHtCHJYsOVwmzIEG4W8xOdBJRVaIgrX/U2E6HFW/VjHqQN2wbkIi3rLftyPeMKoSFY2N7T46HJRP1ZxJM+fn4mbXCOHh9ASPwebP2a0YrtkIccVlluA+PeEvuv1osPZBa8E8N4NWbyaUNdH5SxmEYgoamfViYFniC/fyv7GtRkKn+ImwyXrAt9vcXkAPDUFNaA7xu5k+f8QM6iYlvVFnlp9dDnyOHW5SlUbVxJ9VrEfGOuINdCc95h3FW+jbR0Ezt9gkLYMAf1wbnTnlPuWCcjtiZwyqu4oiJx6gWCXRnHnUQ2794Zpj5MGUlgcVFmzrT08jm+s6Y10ggylKwCBXE1vvCA+EyQ73begG+KqwdIM8C9LtUg2B7YckOrgKaOns4NFykhzG9gSXPPg/DGmAi9Itq1TRWZl4gX/En+Vr4ko6ck+3XZ8C+AHH4Wef1G4zZWG2OZ4NlCtP4BZ1UxBD+3tD78HPUttFWYOiX1Ujve34SzClEi104dbgXrKsZ3B8MSRPMd3vm9J4Z2GDdPC94ZNtCfpegnzVyr3eqshDMSDOfBQEdGmxU1Fpn1ldx6+1G4Zk1AKhlyV+gkTTFUBqKP5KnX4BTcLrigaoa/k+S2WE4pX1f8sxCc0K33esB7UKoap9MVg6c3IWycq/pQ90c4ps5bkirlgAAFhAxZJM+Of3sRQXJ/LgiBCIcYmSu2AYf/u8rckHCvOKS/MLYFuIqd0WgLoeA9NIGcz1IntkoN+myFErrbjR6a4+nH4JOp7AgOMIsYfoZ8eGlg3zzULjcwfUuTRJ6sDUWzwO32eKjkq16oBJMXWTJ/w5I+PCDCWb7m8818NluW6aymIwWP1jsbHdk00xg/rS6hJyUOmtk87mgBkXOEg9GcG3UA8QSGQRAQur7jV/mWHPltfMmK6o8lWO4csmM5TzPkebqfowane83Mm2+6hUZY5R0EzX0cNj8rdYc4ErfP/WT419fJkDRCcVoRo3HdoHGvTKggHP5gaUwrk6aZvCGXW/TSnW8C6iW/YtQQXGB0lF4PlTjMltlQgFQBk9YTIwAg+WtGpMV9Ia5Fm9YZcysVvHfADTpHoH6R6hWTlbq/6sWfaZbLVJXDEZMdDyraGJA0nic/R+cyPoEdFriEFRgomwkByAsXJ/OLO+Ai0EJzx+rzZJBMccFa08BB4wA2C2veL4zS60G+5WVLnyfBAxvLBriFHpeIFUhBbXGAaz+MO0X8UPiqCI5WleogvbgaHy0ok/jbiTMcFq9YMkXCL9aJSzFyWA2xB3GalLGY9JKyQ4Hj4xpZcssjTjnVL/+CCPrqI94bSVuNqoWGoSn8XHcoqI4TXNHe5lH6aS89bkpJE4kTjRZ6722zCUvPc9N0/d2GOWNVBUCQgrNuIQ19qpokUGC73Y7meyOb6Qx9de7/DmhPrsObSsmdoMN9wCipadEAFuAAAMIoxdQV5oLyFJiy7KuaxFnXAdkt/kru4cWOni+fmKUBqddK3JjSn+ZXQUGCN+CTSpBE+bX8t4qI6/T1ALDo55/9TH3fRQ1vCSU3APsb6Wyyi04Ah8dg+Gnu6M2Uk5WgHwYE1+uO+2xtlb3meAHTb7Cr2imBGBYXg7dR1nZJHN7xn64SSKCqH/8kG+6EBqveTV9bUeR0zBTHsVo+cUuJAqrv0NAbE0F56dA0SiXecoSpRtRkz97TGKWALm/axaicOyJ8EnOnpOHTe7cApeG3YBsIpUeVL5CWxyM1w051ebaBO5mW8Kcoybcw0NoJFGIo5hvAYTsGea4mUixbbYGuiIauO/OkD2G+YLag6628DcH0QQsFrU+IwKuB6nIG21ACWAc8x8bR2dysiRN3I0tx9ANPovxFdsiAJCdIf1OLS5A7t9pgUaDAajEn7wuv4tmqTXWjEbxDuUkytm7k8ziSyOc1eBoPg47HQepVrnF3DK51IPv0lQJngN+q8FI8ERglaWi0wiDPrqbNgcPCg7xNhkF0e9StLpdAEtkXBz05qLyhk7XLt+gzmwSE0sdkl1Mb5fw2MMIpxUiFsy9ejzMCtXYY/ETnRJlOlxao0fz9Z1nHjSUL611IPA/TbmWp8Q4+5vJf8f9EykJ+4Zu59ZHCNNZw94l38YTx9ARePlS0lUQKHpml2jIpMHANItdxsCBE8rAFhlDwFVyCjLZOFNjBHK0v8oCv6Ppa1V62654csudsK5GKxAFsAJ2wABKkGeLyRxZr/m3rXXJZRMfYSUbFUya6TVvSsRohMPo/nC3pYv+ipLdDfnPKm0hbYZXINXUji2IP1sLcOGtCmXB6m7/pojEApOXnZ6tBNBbhABNsDJFggCO9mR0MDzHbx3X0TSbgzXRXOLs3oiZhdENbogELdI1k8MMnoKuj+iVq43XSawCwg4NoKhi2vL9vVaGKdQ/sWj4dpkn2jMZ2JOoyeKLqoHPAdS4Tw+BMvMsg0qYvnMqP83dbXWZlgVxPFu1+XABmdNNtqCsujCkfXBp6RckisZZ+MPwsZhFkCKSKIsiDt3uBPdJmO7/Swee2AM1wiapCuq6HzyQnajZ6wS1HTCgXKgyRANb90uDc14wLmiSfxo1PPiTjP43hHDUbfFcSoQ4eixyiAntrsQLAzWqAZUHbgnhWDNtCe53ETqYjgprgQ6urrZ7xnA9zo6s+HxysJwxW23lpQXAUP/J7PdSdv4fm6OWpw+VTDJzLhKMsmuk5MUo0Qzbpqz4R6Vo40qa59/DitfeGrrfFiJS2avfdJewpz+B3lNmu5UJTdsOMSu6XApLnDPFf9Nec7CLtfL5xwSGlP25/Av0Im/10JaDR6J9nlA416Ulps/K7eCLVQe7wqf8IdqMqjQqWAhP0lV271Z1W+yvLnsW0Sa6SWpXm8Z6dzNtqPZ1DqWR+LijOFYn05IymOhdI/71AAAOFgU+wAH9FHZbuxuofN/yAA/3QlmOWkTv0H+vhcNtST21vXdm3sM2HHMGZQe8TmI9BQWPYPDTuu1anNCQDoQ8XoayiZmyiDwlby/3haHvuJ1jEaJiFYi/41g1GnCLCiokB7T/zY2iyEr0up95rcJZDFy3UgQHaspEI8whbUUna3Gt6n9l7xmTY9Iuq7cM3VWSIDI5wh19rA+f9sD2GbCXNLdJibtkxRJZlKt2eikWFs5GIZ3whnd8VIAaHAHJbk9/x26yvGtpHsuvcWatONdlMxHjBbner9ps5BbqeRPcX0m9biln2M9Bm4d5frxyCYM0+bVKGUfhRdBr+AhFW72M3IMDx3cxmxz69ACWSy2QZwCA4MPcb+CBTqkH8Cth2ouZDkG2SZg9hSgEjmPcPYGamXEMgXXg4J6tD7OQSZXWJeH8C9zLmZl8gD9WyaApbVhiZN5ER9wcBB+O8/J9ppZCThvXyjVhoq7EpKnh4F/Zebhv+pB5EELRzwZvqnSafT2eHZsTLrOsX0LO1X9s43vJTCv+Ua0Ld6ffot5mA1Cofn/RKWnR6KE9pmj5RxgUwYWh/eGDXbRTKrrZDIZHm/2qKkijU3rzC2EfQAAABr7e0nDi0O4i81UMcJQn4zsIPBgi4OADtPoxoC5GEKedVGx7eRo9/ml6GECv3cDmf7ohKDMYzBqOdVPOzxvLW+H99N7SRjq2khRXj62f65w1lCx9Y4DJ9GlfzaWHbfE+vHcV8hqebBaQlRVTlVF9l5bbcz3UuhcyU089bN2OIU84kjMN7M8FWMlQmA2IrWBrlj/LWd52sIEB6RG1krZYuWkqTla9l6okzgR6XHPEb6uzgz4mHkTEKYcvJiAmQxvaugv1jkKn8/5W0wRFP0pe/vj5ITEB/oZJFyznxPBGN5SzcrbxeGzdzcmNcJpFeM0KO9iZM+/DTdO9To/xSWNwmYnxXHdGYPGg/RWQFOXJcErUWCB24CtpHMnqo0P1FrPuOYxP9PtdM/GNh+bD1Vjz7zAVrJsT0R3H61Rl6VhHmb6jfqgqCzwmObYAltYplvJw63yKUBojkVyUUpJQ1tcE9ARxsazpogLBlJkboOJw67UcAvh+gP5sDZmdguZpvTU5oYFGeSqJNllMBU4K4knSeJVog70qBgppBi5I1CIOyo10xf4JtqozUJB11REnWU3OgSGAAYmBR0AF0qTSYWkJEJzMfSRqOx1iWBiCEQ7XpRRQiRwitBdzZBrTd2tlSY5d2vT5IvuWufMlq//b3FZ8AjCn1r6b8gIDFaAg798qFXppbkwR7WeAeqBCrv/w2T2Xx8b1DngiZbTUkb54szZEvI7K4G1fOiFbtTBtHe6KRCvpycKf55rFjExwPpoyHofPNfsQTJujRbjw7kOPAcOW19cBf++SccJvbNjydKsnb8QnVqZWQ5cX3ukD23CgF0VcmVcOQS+5yA1ONPnGQDC4eLyjZHqR55317ndOYDadEoyj9ymMcC76Y/KxKvDsNk0g1tmnhaec/afoyrLFF4ZZT6u7ntkZIE7HtK/SSM8QQsiwFLmEBVEZJFEKAjhF5gAZ2S568zFFcj8K6jr6i8THpVk7X16iGCu08QLOQFy4vJViW3oREHUBRCO+7JA4ESH1+Neg+rm5KNxn9sfWkNuDcDV7gimbRtzbJAHXmmTTJzLsFqwQBKOW49PXxDNWPrLw5SJC06akxsRiIwWwffoKTIiQj9isJLw1CZc9+iU0ukWl0VO1FLZcwsmrTonaw8RcjuRH7p38m1cJvxJr9ZkvVv/Upq/pf4v83O5L5MuBc3ZIV6y3b1HP/AmFDncXEinYhPRFxLTLPMEJ5TfdPZ9IK9sBabjtWzAAAAACHhE3Qu3eaqvGVO8usCUk1obYFMZEFV2konNvpVBcCIgiI141fGJAN/qsLyUdlbC67R4uCKJmz12d7TvLXeO0bwWbCiuVVtQ28BJgqafOJp9moFFlTyzXQH637EH1L7LZvRL+lFXosNQPU7k08BltmRF5doWZKPpXkPCKultoECsIjMCHH4l/Y1OWKZo65WCf4LBwF9wJun5yr1VTLfdTa6xGyadua2PePVAU/EtGJckcnciIlaFJUF1WZ8PQPTxxeunfvIGjg7XHWJmIS4wbJ6y6SIhzuMeKWvOCUndU0EK7SqGtNxdnNBZqTmtygZUgqgJwYPNpLdhkVSlIb5lvbJL0B2BbGfNuoR8aASWK0yYV1kj+p1GIejJqVVr+lTVka4eFHq8RO2rm3zQCfrKwyC+G6KOPUzLi1raB8RiLh+bCmc531kSoxeQNm9tAvIdj1LBSgewC+aoartqb2+/jBq8OFoGxuswfCr9lHU+lPoP/YrisQ8JPHRC8+fKN26XiC1q7wcFFeMJoZMDzIrY2JH/8IPCBccq6EuugmUC/Q2kVam9VAi47funbDJHFSApf5BuPI/79/4sWkWvOAWL1ZmBMUQVjX38pDZHJSKoA1ajU2gTi9kXD+l/XVIRTwu/g3QkEKj42MuNZSI7AABU+jEinmfcXon4vUryfK7EdM9Nv9c6OUsVzqJBQXgC9VsWS3AY6bY8ybRCqgDc1o8famIfaYCaSfanfhQmpZPdTWMy29UTQQU1e01UGUKY7CHmGabihz3Ar2rxJdT8EySQ5Lbtl2AG+ozVWII9LLM1VNsb9Y2iLeLnnTvWXuliADIf+08BjMqaX9cBzF8eIF3gTWo0CAoZIylojilEIRSU1g5usYG7R5AIqo0ArvxVOldfpbjEnOOg8o1akRfqqrnJWN7kzwKHV99jbS/QKS0YckfBWpT0yEdf3kvTNvjO1W1VlHhp+7l0SaVNyJBy8Jj8fYOkMFFFMgAqdJcKw1CywCiKq7wxQcDmtTQwCCH1IyMxdz/c089KAP1pU7ALgyBLETBsfz2L6HQ6HU1dz7xKIwsRbpvDDGcCrmSuR/FGNLGhsHCLyU3wyX6RmOhzFE0QWr161p38Nhaz30j7d4bxK6a4rrime8UVnMw+bweVmaZ4S08wM2G3gymY3O1SF3pxxwGq51xs5QELXLNz7LJk7aZDadnEthNVcO0DaTHIH24CM5NOV2MLeKR9gSTEjAPxpG7VPco9jMQyRtIOX4t0NwNCGlTgnBA4m0JVrCijZH7UTGcBeX2hV11DubSyPLDNIZAwTMezy57094ALxpNhP4XkjXBGxHZ3d5cuz/sQeABfwEUd3Gu15Mcm3+BdsrVrYcJxwWwcOpvGm4nP4Foj0TFgsS5w1ADiCJIfpx6WwMocEgnAJw+8Fk0UGxGt0/IbHDbadMkJh7ncdnFRhCPdh6bYBK79ipwIkGpycn2qt1zhZoeOX/H+lf/EW5b9e+zt5XXqmbh+c9594q1I25VCcIfe1jOoBuJuvy9Nc+yRZxZDGUY4EpF1JCyxQ/YiYAzrR7I8aeI/msa2QmQn2F5QdUuHs+17pSPzrWCitAcSKo1bDakkb82npKHoud9nSplbq8RPn2ffm7tmL7HMQreah2+0imIE0HmkldRiAMglwfZIwZbPya8mKVQnYc0HFnbmNglXIaOORV6trU2JZvs4w7iAK0LE5Kus6dRs6PebBwQLBB6Gj8ZPlsuaH+4//j0jC5j1HmjeB8WDEo9o1yU5BLSBeQaXHsvF9iwQuuoskYdnDNpzOUzey+6d3VUumXcg06Fur/9u7/pyfveYM15K62tbxDACTmdaJRuby150SHf9tZdSvxDwzhgtGRpyaoml9sII195HQjDYwKU7p7Yw2EYsypKZbLowITH0MpIWgptmwtXjuEPvY4qjDWettDhr4HmmvdgKH8uKYp0EoOY9rQ8zoFwfs+OoislaT+B2uv6PF+HBpmm38fwWywcsYm2qz/qVRvUKIE0jLO//HCGugHNtxgAERQWgMl0Ne32TjsAI0FaINenec5pTQyT7fpOffvkTl6HcCAKVlrj0OUYuZF66FqliVtOO+NhMKI1Bz2UgGahpNu401LGuaCHzGRkBOMe1768+paXy4QYc33ioTJgbco4gi5fM3YhlpalJNLGWBIqE6IS0WJMDnBoUGtMWS457V7R0obQjmeK7+Coy9H4dQOY51dOmXrxJx1r6fAtvA0Qa6hpMandD7Aflr4qgFEtt4KhmYviiGuq/TnllX8HMftzU8MPzbyjEs8olNi5g/BOazPgdWrUY0TshA85qQm/j8IwZrMzTF5Qv6TtS4z305FMbPg3rL3kWnUirmCsJH/MS0AvXpDBZ9WP4G57anjUYSq5iS6O+7suOW4pkwZaorSMJbel+9oZbEHZfBWO1NIlqg+7DWW94v5dNMgJNVBd8MtprQYhgXBfe7P8Z0W3BEW64eFrp48dRU45aebFhP88PyztQ0Eyh84xjShg/po1OnPY98rgZgWxFTOxb3EGpFkA9z5BA/0A/1PTwQMSzDBJXEGP5IpRucvYD/6XdYEVuJcLUEBS8ddl524nC1yI8u+mqJqWY1b2+xjyUEgtVk2Kz8WD/iBvqzExyYICmFk+xgXZHpO6Ubm1Q4CCVATUotCnZ2bR0K0JLw3Nt/geqSDgIXAPB00Z+iG/D1rwwpD+rzw4mfHsfWEJFXoxYqLYAPX1LxRapk2HSpYYTmDIc+EZqmh+L1peE3Dg8zSkdh3amTu/n8UCDA3pf61gAr01yESEMn4ZqdtNzdBQ4bzFpXX7eZxy+u3NPpL4jsSnl7nSSC5Hldry45hxvUV9dJdqOR3sRJI196aw74Q2Iy6fb6gs0DtQwRpe3oiMKo+ULCTcwDpXAVmCsXQRjOicKd8SQ+7jaG9Q3SdzCBzocnC8bUFFk9CXFUAAXkDElYVK3bR9uX+m0t6hD8CQj13lpcw5EFVOZfEtRN4gxqfFN3NSX044TFwAsSM8g3tcAY6m4Z7JhvZxdRq9pDV5X5H4RnabkYLi+Y6MbV8IMQlpHN+3dTwZqz+O2YQc1tb2cry0akAzpP2OuiKVdpkeY8KbN2RM9v/4s2vIfJrFQp8nLFdel2xwGSdGAiohtZdhFEfZmnTDz13N7vxCFp3hQXIgl726Sqg6SQGuzQqLfJFuuUhue8zD+CrO88vI05is2FA2a2XfLBjdQ330hPn6ncawJ2Smw42AMsw8Se3X+BlVE/xIjkN0FPhh4dbGmsQnAP7Rj88aCZl5NT64ZOX/RED4jLhrmAdWTrKyoDoTsOE/8TzvM/+rgciILENRwZIJet87233lKfDSt5YKb9XfVsz6DLM09zhdJiXEbA3CxwmR3EcSOMoai0lGZtOfLcoyhlc4wI0FtPSGxHf83WFZP7LGkFQZd2MUbTORZL5s0VZ4XUSYkBDmKS4iGiorcQ+p/o/mckZZ/epNBqKwGXnniqRQ0tzQ8MpgGIYdeqW0nvOpWOivw+vx3z31ERKSyGc5tFe16S/T4gucR6kx1QlVGPO28FBCftPNOgIOumEsw3fca1jtgYVShfdZ8lfJFPMFfsZiV6iXkBjgXqxr8hYue5348MhmQsggoQnZTB0vstFRJHGr+lkmsv/X5googfbUn8StIFrlTrCXFXcUltLKeag74kOLSZH8LPVxq2eL/65kis5fCIGyH/9FG5jvwJCoLr5Kc+eQ4t13hJu6L8GEAHOWhz3zgdsntniHbKdojgzjep33xlQes0R4jRlUxds8zLgCpDcetJjcnD/dz9+IY8buApAElGakBy+9TzINDrbhRaiaUkUpib4rfNdSLTP5VoWwY8NK/0WpBgkeIl9HK6d/X2ryH6KUrZwLWMBxMuBxVSLdv7zZ7tlN/VEx79M/jnIMnGkg9h9SS7MK5g8d+qENSAZNAebjac3l3mYbuSjbVbSSU7e6N+TmwvcTjjPLHEZOOTP4Q8zG5v2vcMqdyRNzsKzJRhAAsqKoRw27vYbTARiQGR0FeZt68aj0fPZbm369zYw3fuAG0ktbyDO+Q93yHdf96gugSXutOqCm73B24ZNDGcCmC4KsyvGETBwOfp0vZMGoN3yGyHthZWcggF5Z86nZZyK6qOxX2ZSfIE9YFKsxKw/nIQhrkAnoV05zw9J36FiMg4Q1mWZk3MuuC3b2ftARGjCYZT+Iwz4l8bDp/2MYn+dMiCzMixLKARDteoX7YSuREzoKKwOQbnAAW0rUOBOtwOZ+lFhzbJiZjize5DdKP13W5V4oXuWBrr+U1gJE/XvqTW6r7d00nFpPnKHB3aCFtHsuDRxxgpXuvbkiIBUyoBXAHMmGtH5D/J3OKE5iCxtMXO8E1aUza0hYlCPr12iO8aVUypK941ZDNiYkrJLewd/4mzznk9Iy9OwS7T2NSs+suOmaNU6jUXe4w0bAJuFrxYaTcruyfuXWpX7XV/vNA0wrL0nz6D40rfrPCAPYSMh2cOonmo2s+EFnLCrzMWRk0z1srsjWO9V3/rHKCd6B+NnrRyd60v6P7TbZDadbEuAiFLbgJGHiTSlfUBEAsGiA6pZHOk/WgDIKwKfVM7qy1drGTheoRKldiIwVAoBuPtDe4QoWQHCSMyoa7FYJ82Jc+begjm6Et/91ntKwMWO/+pekEt7GQgiaq3LALh04eMKWNYJFxdT0NnbO3QjUpLh79dGOCUZ3F2+j0ZG0gfI5t5KGSH/YXObqRXoDJDbXtlL7YD/5qd4UcArFTj8guclk9pb+vsZodXfP98ublf20/iWQUbTLM2hvjM0DyHQ5YOnXHiVwb7ms/AtKYffxUSqkMmfS6ZXvUImJph5nH6NoYvyE3KI/WVjQBgNgiD3vAyanaxrldalMSUyiWsfn8X2543WAeACc/oZ9Q6SbfpoNJdx3tViI/I/EzJktyy9/Sxv1dOEJIqA1zxEXVRidKmmTxT1nVsve26hWem9J6hAUkvdslwnndgGTF0rJRRxY6BvLRk2Om4qreEnXmz7MNPjJu41zGB/hiFeKc92jLWmwGsVdHGCW0kH/J9GdarqtQnqYAZjWa6DVIDsKBYhS63+vcv/Zx3dEVGK/xhIhbrFilUwnQA6KgJaJ4J/VIRdzTfIFz0HslbJy2uzSIc5sFWz9xWtfsSCA4Knfd0hBuo1ea0u5d30MEKDaN/EnvBUB/kgyvgjD4jyc3xOHBT7v+MNQqSlQYxYymwpJSI5XRawfVblPiZEwJxkHcsPD3oZdf4e4X7/FUcy3F0R/BJ0CwboVH0eHMxLEhEm2QswaWPodohoUoo/fosoafrN4E6REq8mgAlUSzCQxJg4SRzmGpTb3OcwaeqftbyWgRb0Sx/1Er31pSxNQ2/onTxhLjYwSsv6NOTMG5lsA2g3KkaoktTrcwss4T3mFr4afHrrljPJm2x3jnTX94kjWrR8ZsvkRdUVihO8Sreizwje2CgHzkol5ndNnMOAJIm7LQZBhWOrqh0FysxdrGln7oDQkmqefJIB4mEyjgDTKkZM+RrcfYMHq1Pt2Clv9kemsAZA1BXJBBy72bH/rLQnetrdnW2LJONTYloz+fjqVLct57nXGdgfp98VcgXPRX/PtDjOlAf7VaawB6y+punU85xyxgky5Zi8v9Yht4mvDieO/a3C3U2gr6zH164MIq6LOriBaHKgPj6Vt1GOe06+5GxFh1Fsw/1njdldor3P20IympEae/mnCOEFlBQc4qKy/bLNbxtNArbdNWSvFwrI/U2m1wFZ8TPtL+stK3EUIBHJZXPebhXLbSUTMnlDwFIk/5gMhBkbbkS64sy3t7jG+4oQs2dIKkroc44EzNFAOz9orMePomfvknJjaaxNqzBXzLCoT8I7283MeyUPDW0gUtD5NvJoWdLbkqriUSDZYFkabsoMwHN7uVZeuSmNMRQJDj3+Td566PZp9uJbTaijK1IjEzI5D8DWeVWvXTaJY5NM8274idrX5YksUrUYl+Z4QKzydxdeVnwwYwTGlacfL1Z8bo4LYG/fytS36gs5twSy6mGANdELjoZVu7ncDrYC5v+NvApdiz5tZ4LXaT5k0yh2bs++veSqf3yikoa5rUvkTkTaEd+Q9kHNd8Cfv3mshdHruv3wjS5AkdYzw818EydnY7f81hkAsx1HBOjEehiE2Rv1vmyVgaMcXZ8x9BFphlqYt+XAvJp6Tnexrj93Ihn3gyZ8xyn1nwBVpP6iLHMrCOyo6MByhpO53/rXNcmF2eGXEI0MMJFcn21teTQkbBv1SIVDCkHXNdJA8JPMDDMzXNlvXWfcnSKlznlThYpBySUtFGvAZw5dO+Q77T+vuMmfME/xpjiC2VtT8Bl+cvZnCRSd0yCcQYQBFBxPj9EFFbeagUsxfAdx39mwhJ7m1e06bc28E3MhM0DepjVR8aldO5W/71IAebdwkdZPNtWVgOc3TD7LbN8O4NEfQultKYlucv6GSu6yVnuw9eMkAc4Kd5/tlOuS5+fhMIkDCBIGBwGOA14P5UVK23S+cowRLs13Dl/RABW+XU8FWzwmnMDDPVwr+A3dl56gbQoPoNDMt0BoZXZhU67kxKq1mOUNIY0uw7OoTAHGidXIsaTh6xOkACTg42Ulv/zOrqncEDS/IBtTt+90rhd+RPpLB480y72pOYCNTo0pzIgEDIF/FkmoAyXEzbcBgShwPYFBjHkMX5Rt1D93m0j92jFbBytbF0N9a2pULNItg0hTf+XfnRfMuZW6M1W+2xNosh/+yBebsBNthLAcNaQGAUBaZFjk1xikMuJIhe9CFuhkVxW6sGGRTBBpdBXzE+B9KKvP7h4rPt5idOuuxaiG5uOTRnm4bj09E4IGU2Andi0nBZ3sHMYqVNRs/HfUje+FUy85QnJCjncplfmaSBn1aAseqzP4quZbwa+sNpP7Yc1kNUYJhcRPKTbabHZ5wsnatarl4E650o3BG4fbzQZ3ZVDAQGNIYjctAS9JDsa2YZxSslAUVkm/ULrcJTyIHe1w5bQ8LcdG6n4C1EoGNC5mx/GrL6+FKpykaOHl0JeUqhllJADrvK8AlC4rwkFvObe4So60EAhVOE9Yoc5myXPPjcXMbCvE8QkNDCQnkg8LWUDVr6HeyHaXF3vHYMkN2l9SZ2FwYskU8F57cevCQ/X+991AKRnLpuR2LtrNAE/S18CRKfZZPEjmJpG7L0TVnjWgVvSYUmhVcLHxMH6fRqHUn6M7WXpcwIM+GkDXZZ/kAAOlpStKRIPSDZA0qOcR7W2KbqCLnWmXPlIrQpTnBC8ajiBPqlUNzNV7qcYXO+mK3Cd/hkc5j2vgxhJJrkAC+/NaJmXM+xrZR7qmmLJpbnj2WGYiCfvPNvhWmAAEVf02kUp7pcwmY9ecTT/FBmFeNEqDBHzb113a/QD3V8UcLjdif+gV+N4TFYAtKkZruZBVZp9PTaIT8DG+RJWerTqFO0vCnMXwneFDkpSJqGJA/b6ugdO+Ae12P8+5SiY7fTAdR9mN9ZRPhKS3nio5kHAHazbjbPUb5AffKBn4JbGQeyS8JsWniafS+NyPZa7bHj4IapCAyTC7MiJ2zRm14ydp5rWe10gABiOWLpwMEzC/u6j2pidHMCe2WJ8NrLxz/VqrndPNOjP/Mo/qsFavLZ+1Ru0VetR8Sh91f+bZtk0CavLEk4NSrI/4eVQ3+3ATKQvVEv9jXNXXtCsElsTAoJmDNaymIVEz1DJta3TyyHjsHwxvkoXQuBybn3TL1G4nxd4dXvRG+Umw7SQcTwTbCVKTVUYmrTRZJvvuJq4JVBNcdvILWJGJdkBMtV1qlboi0CtwLt6NB/2YlaYQG0YLkGV6hofq/k9DVrqsJ0o6szkwDMMjb3jkbXlms9O8i5Jk+bovsz5jsX8NxkOqzQeNCDIT4rgg8yt3ibKuicEt69s5aCynCihg+TpeyvgL7KL+fWyo7uSSH6Xm3CPYEQS2gAudX8GODGtIR4wRq7dqyLUoCo6UsDPVOVAiaNoAPdNJyUxez4SoMU/FXqmuJoBywWA5pBbWdpGCtO4t0Hg5HzUnRn3lUKE7otnILlYHjoWJXX5WUOGci5G8PWLsoabFm21TPrX1V1cxvbmcarioimhLqRP1Quv7+pNs3c8oj4cIxicPbnNSO9nbIq22Opp34BfGz7/X6UZ6uPOvQIMVyiQH6ULEoTu1CGLB57LunRKLLk8iMGtUdAmBPCzHyLJABgEJNozPDW6ODinIOMPb+70/fk/7XdyTw00KAis1wX6+v7ni6o9qRYaL3DPS0Vqo9AsGLtbrEiF+yP0UmcAN2+G/IJdXpfkVNIgEx8gdfqZDNuwXqqTx9hGfDxbjYU5mSVwahYKsdOzc/mG5ImPAJ2O/EtE9Oax/Pm9xSVM9NYQ9q1+oA+jt++fPdfXZcVrkr6TneoA9vU0IhqtQ3ECb4pRnKTjp9/ojUQfi3prT4gKyPZ/KKj7C3mu6sRzybsowvWzZZLcfMrJdMc7biAK/9+Evx98WL+N4KlJAzdWRoP1u1CD/vhX9+Fl3MOtlMI/8C5jnO7y/mwL6X8GOa0fExyYzpd0H8U12EtSgIYFk0ax80nWZkmeYnOVlqftIc86PnpWo6CEp8qEc1xCcd8cAdgUAf/HjjeDNLFq0T+QxcMp98I0Co0549mRzzhmPB8v1riEcwkkIQHNyoCAspSSpJGbB1ac8/qqfTgu8/itYGvBZjKKAmF8C0U/HTItCroDuPRtxgIzpiT9tgw9DgTQz345k7ZLW90S7F72WqWQfV28JlLsAGLL0h1MFAxRpKM/Ahvlx/zq7KHteeAgP1tFfABFfdWX+brE7cPD+7Y+AXemAJYgiFahNUrkYGCtUUEAdQfAE8OyxzklHGruDzuWzQQRvNLmk4gYQCHKmRulngPu4RByekqHVJk8bTsaZa/jAgjEYUFzfR3r1aXZfUzchIgW0JDTQ2pMmw1DVtbI1zhnceTCPmtqsUDxYoghzwSHfeqzaJnxdDdoEIy17XbZCFv1cfnmwKLAI/itzNBy/joGoGk6M29jTOWkYgADfuciz2THU6p0iiDAG0j6CA4uUlBeObUUut2Hut28RW9v3oPrB4JBAFxZ0IbuR/qdvaeeqxNloBbqTLkaX6Oa1UJTyWD6+CbbueH+h+LN1cRWKy53SMIJnvZsF+q2+LyDZmTNcb5tsViVUDyRCcQCxQvIJKSsCrDfSLumOWnrfwPu7Hg/vcVKQ4APmnjxxPcVSmyoBt+2otx6iiuMoFohXGEl7yvfm6y+HJILztzF2KvKP8rp8C/gYhfrGFbujZBLEXPz2WJY46XFu4ZB8QhCt/Br41ic3LCfMhftzeLZaIwg2g/6n0NYhAvnEIB9H7KUsEjRPLNxLCbVMlUHNOgcZ5lwSTPUkvxwl60CTVC3j1FIQdLmgUiHwi5I80Jw9e33bvDe1odZ9WuVBSNjxvbElLVkGxH4x5vl5iY1TChwYR9ANdmxfJVmUjiCebqkTB5kD9pCnNcByD0QXY0Ipt/Etxx6BXdongkjm82dxB7e5DDbcqjdF545i2u0Cj67Dm7aIPPso6c/QMN47NnllSbbuP+OCOy25VoA0vMRZDpnayKum1S8iHR4WZW8smkZQyfnXjVRzyB+xFYHk1xAL3FTJjQC7d7ha4F7AIGBDg6HaWUFf2yyme8cNmBGu4HbXp8QMsLSbH+ZmA0iqyzE5IXD5au4ygZnlpjsMWoFH7z6BMD85wSfoXKNZFC+6QWU5ztQpZndn9vakKmc91DeG2x/p2u6egOa34sYEJB0C1bOhWhkT1Gnt6BcFkte6/iklXN+cBxiDBsvTO0088/BhTbCLxFG8tdjGz8Vlto/VTtvFNbqM8qnj76WSXv4lVJSvQE7RjajgCUyLC22s3eqfycaQkdsyEmg75OlnERDYePB8MLraTLc7/1/Fm7O0p1V2bEWUq1VMT4vNGNiqTkvlKpqChFv7QkGkQNu1vIylAy+5A0j9DSzWmPnlLeVvf6IxLvu0BWq6V3S592ovl9Wg90IQxhw/dq6uCLvhRcNI2DvmWImsEmvhXBDNidVN63RoA9x89zgK4LjbsZWk9OcNYKtUtEt8nyJ1zfd1BucUXkL9i8QUcRjLoHLagTs/SA+o0fMAnIXN8I8AAbzqdveG+R3TzGDDzmjXVNfsQCFaxq100KBOON4gjYmJe4QYZyxtzZzspzZIxY1aVUnanKxgLfwzQAtkrvK3KW9siT1eSBx5vNxmHOj8qIvj2L5YYG0kehDOqZSDnmoz8ikTaL0+MLs8TiOt6iIK7Uvj9q4YWmx65F0EmBhS30QhXJ1m5kI6pHnLQpIZCJkfHSiOxYyWtMe30BLy6OyH7TDdc/hQJ3iD27eSB9K3E5QCtQ0s2e0mHB/s6wCSH0DrFfTlf4TgDGmGrEmwq6HKZWDGbOpmZQNymrUp2clPaUKKV/Jt/9X2UAyMtr3VNOzSSWz//XJ5ohFnWrG0Bu4mysnZ/gTTaM++Z4MK3Kn4wNcDKll1k0sDe0HnIuj173MmeO1gWyYGAs6/o522/C7Xle0usqajGSv/F/HtC0GD3WQbxoFG+P7lHVY6rxKOd/PT9ssifK+Aepy8iUc1YD2YWTE4M0v+bPQuTebS6Yr3EQyIURuFcILz/dc3lvrHBuPpxIEI4nbNCfqn9BCgRpnLA/H1COOi3b8K4x9xRGgecInKwtJOgu6Bqa9pVsWmUxfb3jJ1436IYCJtOTPrUpiQa+IUUVoToNPUKLd9UOJPIcmNrd0lU85sgP4J3wQOVHjXjaHWrdns7eKBx5Mcs6xZgnY15ZpT2AuOvKqgxWPIAXlWz1lTFHmGa/4PU4bIuIdJnF1RRR3Izkh9gIpbsLUqkCzPQMrr65pitwhKl+P+eO8/1aZUPAhaHG1d4FMJLKEzMNPOKbdaoup6ANamNmCRUfa1Ii7WgoYhA4FvWlyi/lfYULLJBBJAMrIlG8Ex6Ax8mgyS82VnnL+sSRadFY0EuXdoAIQd8rrn8J+mHvv3PnbVye1aoyzRBXMAxsRKKO4y7ejNO5qSxJaF8Uiolp9O6zOIIYG2BpmvkJ65WiaqCuHfmXzeQXqVFLNyDsebQbW9ThwgWs63awqv1dXr+JuSrjlMjZqOzzin0uOzUsWvnCmVF506/QHx/VLymuIEbHRUpN3gBlZxQpLDm15ZGBLWkCkE79tf2nIRwljMrtpquGvwKht7ZcVn/zMfzsz9tVfHIc8nw60so34/U0eJ1J3nlRcvpQ3sHLxx+aMrmQcnZb0inXdcluYFshmcpUaDXlfST6A6GVfNWKxDcbURfpBJ2qnUSBDfkaJl7a4hZiH2CgStvEcdNX6fXdQLxra21gudFfd6ctnkFZDrgDJV0UUX8cpiMXjQLnclfR37Ab0utobO/yeM21e/NjNco0ridDNaziQJCcCIBlpQtCQNGvEeuHEJxY9wwx4P60lohFUoeqckOW0qr/EO3tsIpzSaaOIBEin27IMDCpW1CcTNAM+aQudC11Js4ZXC6xmxhS3q57Ue6wY/etEyfTLAmVcV2/1wdFVEeeIgKYo249nE9X417BGtKibmrk4Z+clbMjWqTTl/kpUsPIgi+Kjo5nKxzPz50z/lvL7BFKDDDhel2wN55Vz4dhIeBQ4QIsU+1QrI9b6/HGyOz60qSg4NcpMSCWiVXOcXcJrPEVdaSXJCH3iZsFfWpmx+w1MtRco/IyxK3nIX1CndeHFInJAeuWUio7ZC/lT2U65E2G9ekEyk0TFjBLkbehcx7yK3kFx5bCoZkFfWi8KGWRBVKzpuLQnl6li974UD0ucwzuDnzOL+QrC8j1SKkUgVc6M1cAkEesWqOwpskjlqvITkyqS4bMDL3jxFa+0HngzQwAu0wMGTyKANUIeXXIYbmyPtgGKotnv4SoKC88u2sEX5ealkb2okgMEkoKyNp2/DLHHBG+XKLg0+9goxbQnTl+uTtxYvQX+1lYYGn6zW03+CkjoNK96/7drG/eL2jAwaPg+rHWZxIbnpzXEoRmVMrLxxRKkj9QFqAgfoK5ax55YXN0NKNi9U++yozaCSLLFwG8XrvBMtwKH+zQQu/PS0qglLBmPU696QkYIYfRw1/jzqsrLKsVQyR5ZYw10vwC/xoFjqwVwmZCt+vfciQMo9wfiqMUYpwxYX6WRXo077v62tExa8l9MwIyTYYZ4/0o4XruqZtTAP4Ezxz4LKQdGjEN5zK+BnDyixYzgoTUtq1VNUNH7f4aeUCAO4dbZEi4IlutKj8S6QNNMUDfZE4OahRpK6ETaD9ZPvrj5+pamU0A/HAHUcR59k/a+hzKy6Bqq8dFqYF0+Ve1WHgFuf1Y7lvQa7CTwCOvRg706GUQoeafqj1qHfjIey860rpigOj19e+CRUnhULj57bpgImWdBj7d9bH5aX26Tf9BcVcnlmyySK/E4jxmSm7tm9l2ZLBB42tike2L3MYLyIoVWAvQKUmmcK1rhDNwvjulyGeGvy94AixYs2McxkA53E2huzxkOJFvVuBkhbBFqD0XPNIq/9uhDDXg3iAPZ+jQC8+pSD6iUbLlD0A/p5Tt2e4u0NQx+P6PEDIqIZJPWeh4iG/RcAGVqfZeDhFCkOg9w0J2bk+qUChy5z4fnveFvrG7paPeM3aVFDrQIg/Uki3o1iRG9k1JdRF0tTrRIBbQ7NyS7VCb5aRj9oNM7WzPPUJLFwsWfXUTkufPPhTrl8hvIrEFZ2yi8fk3Y5jrlbtK2IUzS1EoIBjQ66UEoKbRzuacgSVt9aTfjnuetaL4bMy8z4rt1Dvvru36/y7Cb8IwBCZQLOeVFaMXcKAmkTEOPw7ohRJowHaDXf8JyWWW8ATTgPdUyVvUh1NAu6LCSGMArolOUVS2pcMWxZpTu7rB2++bTZS6mOwx3X/sCjglfjCqv+d5kO9BSeEzd708zovSJoUnYmnuh39oN2iv4P7yaToe3lBGxssFWPnhUpzoLNxkCUMr0S5de/NrMJJFJIHrSZ4+Yu292Ik0twsFPRmADqIUONxk+CgwMJ1c4L7P5rUGJCqgB2AIFHXYB7vxKyQzBepoDxLxTipIJBES4UYZ9/oGHPSXctRPkgFGuEhoWuyXyfiMuaEy/atsubhC9x5eaPmBEtrxesr03N4HXV7zOi23Xggni8QRKJTXvFmpgMnQMMsN5OhUdvhJoO0z01Q6O9Q/RgGkXqlGgouZw5m9plor47XyVZlilxOnmFzLbKxrFxXfa+WM+dYN7r3PwnrfehTXA3m57yJkX1WkdqzESxJphyZUwTpXCKLLvyryMp8edhezkKU3wbcI9C2TuO5Ms/VLdYzHxBgM/EcNYtnJ6wuu266R+74rXjFM/1TAOyWoegUd8IFbbP/HgjyEnxjnOdnEJo+PvI8ICD6heNqo2bw6ilmJEWqLV9q0K8eKZEhNBU+ibUsH/y5sqvBjp5SsTnI8R2ex1XibJj+rv6AwEDAP+7yPmJ/PzrlBsy6mcVrFR38pYMwkCFfjlFlNSOUmS42OKX7UrVvePSJdAMi+9qXaCXSPMInGurDAYNoF3zCwDy0psAjR5KFgCpLWK0+6NJxknaEo8KR2PQzvQYdck4lAyNeNKigIGKvpLlCRcq6EM21Kl8c1WGQqf3nsg2sa8pax2KdlZvrOjRjmqwoA4IV0M9QfkBmUaGEWX4XpPgXSWwlqZZnsKvtq3pSDGiVtck6V6JFo2apFIoKP43cOKspEa3AMA1uRLrFAfzTkWJUvK+/4MGf/mYVyxzxBtQg2/5J6qFDYqfUqCuicjSKsuXL667tIVD43q/cLXH38eDTgIcF1qiM/JeHdGRTdOgfDVXZb2BTqCIH11PZ35f13kHIi4c+P6T9fQE6/v8LaBMWZ9p5ec6ObADBr82YLA7bAZ6WJAmINQYejCGblpfS3v2uszSTinmR2UGPwJxtmJi/t25dhISIStWfQqIAtvU6El/Es3X3+X0U8PyJtKCTMiJ+Vcu0049266JoNb0QOSqlC1BEet1IzzFft4o8MDPxcHS23juO/trbSiaLDc572V+Oy44AywTjKZwQ6gHQzbvL7AdXvaxtRzDgjxyD3Pf4J2stgBfipuHQYuu11jMTeTc+zg1je5Ar8lOJrC0nq1tOlXJJYM2Nn5TrvX85zPXr/v9e1BedC/IuKmP3W48Stu7XSj9QfrcLKm7QZ04h5BfhcWewzuLsiahBHGSKazRsd0pgXI0Uy9Xu+Uiyy3LC6xXWu3xYYmNWDcc31tznjBn+fhD31q6La9EHDzRCKBaNUapPWcu2BGIeNGx1IF5F5pt6sVn26Hy/oRfZz2Msp0dw+gjUAWImbebW4gdSxYV6z1DwlmYLSm8EPT1AO5q2HMzaJPsFadPAZPAbjpS4Gph8mDQ2b8kBr8ody4nqjUOpF9uGfKzHEc8yYQ//d8/pivt4llGqbIQZtkiIr2hnsDoy/FTVvQIftKK38NXKvcNWvr8SdXXSMAYBtNi8gD8euSReHwPJ8McMAXpR2H1zYLR+11MeVNRP0yFgDGh5wBuFAoZM9ft1fM2nThP2hUXiQNG8yKi7s0pQ7tulqJWJQumdfYoe9ISr2oaav+JhAL4oW6F0SYunZ1RU1h7ZRtrgMKOyoSxCD3SVqs3ynUQ1Q6hMZw6BRE4ixHGEPZv20sLnaYtHAFa7BBa81bBEB/JkS75+F7mH+kRp5F1SijK6L6jHjKnOlsiwJmiO7IeXskQ+s3zbgJ7Rr0pLCpJlzwDDJLABPP9XgkXWRUe/f4E52X1jVoc+qkkJPnaDrox8qFEJ9QF/kmP7/W7rbn6W/fD3GEdG+mVSctlXowVFchgf8JLigpGmtfnCFNA1ZaL6tJMstlSm3OmEHg7l7eY+EGkmabNvFOOO5NSpNzIHchJR48VKk2UG8FvN0C7SvgTqsimKqoMCjgBFsRjNlhrO699gkgYwIC/tUjIgpKz+fiX7icQ0B3p8me9G95MDsQvxjHgvt61CLnm8/mKBRcMWFPg7zUsIRL3F6JEloDUpZwn4M54QAaVeKAqweFJb0W5Pql/H7PyDw/mCkmYszeTgxm9x1l0RKB1S62R6FgPQenCAGnA2CjPW9fnxS8sXXGZ6VV5Tg0mK0c17MNTVOLKXproSzXRIu6dDJaQyN55fd4rdZqbURE5NH7Pyy60Fqzq/0E2Mf+m4D4MGhuIU54HMxo/tgmn8n9lqg/Wp5FgYhgeO6zJz7lX4EvDhgl7OL4LWKyEN1UjozvRupw0uafqUY+DzSDdYK3DvO0MF5npPzd6kF1YtscZed59nnEa7hbLzLu3O+BNWQcAH3l9xVp+cuNvnP8OmwaVdmFeTASnS4HU+F+LehLv8LnlRFjkk71VgMuqfwLnMPoWRii/phvsJoeI5tfGoF9MBVpyTfOMOz2MJWIvllqi1sgNh9JNICvgfldeY3necL3mfI3pvfzXhMMgCyHwlZFtRHT11A8NQ1KkTJU3wmHc+5W2smP/hJrMDYE0NYb1liF+G0n5y19vyIq9jIqQL353QkN1TZz1diEusbLlSHAH/dlkQCb4BHQjcZkpbaQz9w7hx8wl61tVPyMm/tYGs6TuGk2WGUqjvXKOF6g4jhkPSQWWp28OPtA3tNEBh4zL1yAfrEgSsKEwxoZblaK92WtspScQ2YM7HQBu6GlCip/pJJUOJzmXMQRZaFo4Qdejg5a06U4m44vJEFQmmKHp+ICcajmNOyuwEvHTHKBj75EVOUzEX2lit106E0w5H127RayKK+0yueYsXg1H4rnasZV7UJNyvTb465pFVPRUxXM//UmG+rbBXhm5cl6OPLOQ2ZYM9ygQWUqFNELW00f1VoFV0C+1gzjSMZZ6/KQXIGq1zDXABgFYYwBfNRb/INoxmdJue97GxZYcYSaNE4bmZ/DPPoaPmdSw/Ms1KLVq7OZVThzJcfNXOhOJYJvPwKfpRdIk9Uk5uP496sV36EGsxfTal1xQFxAquwELM3Gtc3+UOuOTeNgW3yuSlgPn64dfoc1ju+UlrbWkpK2MdlQqPPuGBGXgCSK6sLCL6zJpRRgfTY4vk+GUAAh90XzdIqNWaMSvhpbMv/NcS0PEPeXf2Pqpi/r8lARQJvP6U+h/Z+00uBZsYfoQy+7Ph1hjW2WioXw3icCe0lHZQQB+PS4in0NpYNAMn6ospzB8XzVYJJFG12vb0BHlWCuWt9qyuozaI6q4I9Yj7Og9ntbp56w0j7mirWvTqtBw9lFvp6lvHKARx9p5YImrRX5SMRcyuUard+SbYUK5Ich7fGoe/4MaGfW4W0BEAvJOB1/9mY2j2stRxQResAkhcJVeettWl3qbIDii+vUdFolelTOPVCN01OTsi3tdEWBCxfWfy19ErXhDLEgTskQFkIE4zGc7Yf8a+MGw406jVnv2tTxMH8wGQCumXQUEi9RE0HltSZlUegwhZ0jpFTd/sEEXil4MiKjUU0D5em/ZlQ9DySKByRu3NAFT2x3y56FaQzZdKRAY1zJPKjl40T9RARxqXjY78kPOE/FuxeKG0YJyHOMcnjzRyabNATHW+DTqr4sbsr/iOWBng3gS3i9ZDfzaT4nnZCyaRUwKWbM1PWwKnA12kTLKBvd2nT1jAauBMsLd0/PwmU8ubgTicopOinjkntGCdpnJXRxVMU1UB6ZRyvbyuWOO7XXOtXmv8yDJux/pD6fx2L7JuY8ddLI/zyyUXvUj/IiZIarYSw3o6cib0x21NDvImGWbW9j/88pbiARNvUTFe29je88LLBdwymqUY76gGOtm2DJVYiSn7NjQ7TDI8Y+98zPOTDO6GSBUNjc+qolVxgoyIT1vJfV3Pw488ojyLDe1Pt9tPDBAXH4eRPn4pMCoEyqgTNqHqzIXwVV90jT94+E/e2nwhKf59zXID8G+dY2miyUcg1rl68FPi3HwJ45wv42kcqiFp02ST02Ti7gkwwOhcNlgXCyvY9eFwQambZV6KRpOjIIdqfJk3oYCcXs76/ZXL33kqUUzLt8A3U8bIWcAN/aurGolJGONQCkAbGM7fOKFAGAVmayXXFoL6EsP/bLlJ5P+ALmsL4cSonIpRETx08HjO5U/CRE/59Z4MBNhTZmpc+f8IuIPdLohscESjlrHfa2LcO7dcvxSpUTphxCR2LvGOsMnJWYFLmlyTUfEPvifiOn8Me9eRFopX0l1xWqa0zLrQbGQEsdxN/r2HZsnyFC+yBalZTcZM0WN3TYx99iY7x4CMkV2SO1C6kRDZVKE2ofEoFI3ZbeKOLefHcsvjOuTPD34FaGZAf+Qn9DS3sJajffS1ytyjiz88HfX1bxjzTm21ITAlyLKmmyPQsMrW8hKiQO7RA+CJMZbTr91KUIhNpkvXEQbdipzcUSpNuO+DGXBBvn1MoXDpsQOiAFvrDE2JV5EtPbESrfsRDDbxuAnTUdBQaE4h3NOYCMz0GuyhUqYuc5PbLEidiKi6waLyaUX8Y8qb8RboApzkHQY9JmTQL1nITdg04e5Ri4yIYwQVqnhDXPFEEwxuYdGDOUK9Xw2iTastM4YzttVuwpvgOdWR6IUsux+Q5mmSMdprK/LrjIsfxEntH4zPG+me36QlxT8PlOn4UYraGVPObOX0RVH45lrpillgZNl3dAb5OGhBCxe4DWw3PJxHHT6v0/k6UC7ThP7jygGj5vgh/ANTiIOikECgh3G1oXMUJ+dpW5nOxK5zJNUy50lQlftKRxwtb56nobpMJGe+BQfHHFyRzYejostaNr8LuArSk906G+/fq9siIYJ7RatP0qhO72afe+2bMAy0g/MpY9W0E5wSTmgS05i21O34I+JPHU+OZvgg43nddPs1kknWgdc4O8BR0KTbo3fyJW6mjYD3ZMo+92o9RgZvjfly8OJOF7pBlXqvtoBC3kEiAaBg50AvaQ4ZbAEP6i+5rJQJ92qBlYw0S5BEINirOi529PRSg/X/dUt+C/KVuhKdZWiYz577uK03LKCjC58JfWsFPmNW7PrDTe33MUXgov0ICwPVQNUfMMwJxEfduW3I8WxMY7VZV/LRVOlXJDd0bz9CaBFoN75V+IJ/ky7TAMfSG/TYt0+r0aC8nwRiv2YtmQlLtnLplwcFy9JsxA+l+55oxAlQVFRXjBzCFLkN3H0XcAWXVZ9OmAaErdhb+MjBGCNDynIxNbxe5xP4OpNd6o2aBGEkcROiBkYBcZOzxyFZzex9yLOkAfReITIpx8cA2ClbK82r/2wCtI3Vi19bK6ScAX80i1vqec5DyASKINvZ8pZVntFYrxF28FokmztGqkE0f5QWC3TDE3juB6ea7E0L77XhNp+uqg8uBdjtYdRRC1LhZvDFRbHHwoFEV9i4Vp0WxCNsjIHTNg8ljTuUN74Cq7ppMj79Spc4cdMvtxlDSqqXaLIPlVKUVDYnjD/4GL81AB0YszirKew/0kUDxggRG67zcLjcfaNnXdglcL8YLX8G9MC69sgItiGZ8yZF5T0Awvjnii2/16zXR0t+FiAzh7aswtZU/xd4oSIVyM9ruuDEXnX8OZgEMlVQyvQq/Kc+2y+caWygU6LPGvUJlftsgkJWCtPGpWk0RwgKdqvtWR7ghvVLpKlJyuhw2Ag24Jk56z8j53T1N9PfagJbv8lFGQL0TKc4JdThuBWGhBlA3R5bKqTFIzTfeeE9SO8Ul6YLBMQB3iW4j31gvgmIv3Jd9jf6fBtf40GdBOuicmlZ/ch+/Bvy/+c/l3v6PjUVglT/X3fQB7ngJ4c7sNbJFRs3x+HC0yt+doTJcBxFOtztMcnDIPuqapCnuARZI1EMC/jals3NJ3ZLIflDWbep6wKR3NJEEmnXEKNLzu/wlQJBJ2gXXGTNgtHqoPCz5eEq+cIH2v0gygTrsKTNhHZRgXoHu22kJQXDE6Fg8fis9XoGEA7kt23wrWMwUWteQ/5ZrbQr2gbQAbw7LCx+B4dUnXAoeTVfIMdWkct85T7X6kXf3X7Eimq3yaQDVIk+A3/rYe9YvUgO4VpEtEil8tEGofFIRhaIU1qm4a3IhlZ4xA+deL1oXmlv20Omggcgh1XxoXlqakldY92smE0NiPH5IrCANauXCi5xgblv+s+Q2py1m++NxirzdHzbNK8+B0xklAIvZj5wKivKpI4gTRFHV6bBvOhlL2ksDWZOEGPwjGGOIXOEbRKiUm0DNGKvma5SJwvgXr5G0m7zdLYgfAi8QZk1CjzE0wwSAI8YTL5JwMGuVQyf+3KvsgxxTuUqeknahTKYO7jhFvvJYJbJ8WH5d6lZbOFpVDwG/sMIMF/MpdD7gkXiy4U4QKDkav4LRlsZMyCtQkOQl+7gk3rARhcQ9aObLYTc6pa4wVc2mWOco20DSrBuz2Lln4NvHdsThpXeTYkulC7ytqJtypeol/0O+6KT10xiVYf30DeeYILf8EYcUbiJTOXeuHB1BVO9a0UP8P9uwZMUKQq1HnEs4+jQPggWpO5bqfDcFbwdoMEfiS/z9iUlEGixFGin2aA/S52xZxuafv2jZzzRXuQp50E6/Sc56BHS/IhZQLBiAIGKh6wvGiPKd6rZOqQDQMG4vOaGGUCk5XjM+UssMFjPDY9sZzmckCNjbbji8BptjVjo9vj02eJPy3wSA/w/KNbltor77u3AwqnlyeSutVbxC1lUPgMa+weDtFSVYuYuUcCWbKTzQ2lSyJ/OFurtWNdSsPMc674StuD7IWmByymWDXgJYPa6E46pzjbMWyoO2xc95JRtfmZVFqAmR9bEpW/w/knSmoT8aiG2+Q6zbQjBHGnD2XyIt8RLv6dgINs1++Ov1XV3+rJYicMjaKeCUdXWAFnNoij2sRbBYY82o8BDbZ4c4Z/zQhrJNRMkF7au1ChskBIbY7V2bbxvumBiMT6zvQCWjiu/rU57TqGHdlazEDgmSRSbwEbJMrLxmY7DkvXbQ3H+TwqdUVYQPfux9ExjGxdSBqG4wLa4/VRNCol57OapSxuxZlAwxWLdhLgfndVu2Z55hTEqwWJTvHqQhRP3HJ2ZJp5cSuBcj1UQSNHyHhyQx4cqtK+Ft5R/4wcL2kbqTUqgpTpyl70aCvJXOYYnt+BB/WNdkmju0E6bNNCZwtHH/RBvgA0YEA5+vwc+2IFV9awDO72xH/rB5np6FFiVb3YDxoj8Zp+Nsz9RZMHS4mkKznNCFQNN5Scg4cA3ItosAf/NSGDIWAVkWqu/y0Tm21wp6kDQ79d+6cNA1Wk8eHznsNJMIIVCJiy0JXgnQZiLMNY4toAIrZLiiBzYSRnFaJBddMOPR++1F8kY3aW9GJyUE4lG0tqFyvmmsxMqGU7QsbMN93v9VW5UJ1esaNNz9UWuNPAiXKhMrwVad9osx+KZnXUyATupgBUysrPkyMeYoSIWAxF/hLLtm8jGoDlpfQePsz4BYS/eF4y35f+BlZuJZPnDUl2VFo80uEdOw0Cz+kKodgLeBN1rY88UEnK5a1S1HVqnq5INXhj75+EBDnRGA6+uqBZRYacY1pF91/j3PDTlOwBXHUx3UTZUVtG+NW0W0/5k4mywW5/kfhK8NOYt7gBSRyqWZl9EBXQYNLM9Wr/O6SwAwSv++CaP4XRcIG776vTQIFn663ZFiHgTupQzTWy6nCmVY+70Z9ixIbA1dGL5D5bdTD9FEBrxIb+bydWfJ+59HsbUIAMW9P8C1qzgMRSX4IAdknkPiT1O5NynFY5fGtWu0hwHCwhD86KdtpDo3c/imCV/ulC4rHHRFkCpuDpb5dzKwOFc1w4V+w6Jpo1o6XDb0t8o/7ulEVDyLAFb95F1vrBEExViUX0nvfJE34r4HKftZzuWOntV4L3vWvzZJVpwFjm/JVYqGV7c8PmvHdER00iajKZd0iQxFOH8BNHauTY8HO2lpXeTZ28QD692QyKsoGjxlTQjvif49Iv8GImBEnM5ZIyjPf1oBAKGyMRay21WQ0CXZ0UrcmOPbQ2yI1iolCMmxyHh9fDfiN3kivKF+yG7EEXUrZq1EfpdJI3upKKMrkB9Ns1IHSpnaBWxx290xqQqDf9ffvccr2Dq2kS5bhm47t8y1J727IKUn89+C2Ox8zz/7pwez9wKw5jTF06ZkG5RhUASI+tNiZWgmfR9dj0jr7NHrvmztz5ix5IazgL4bRa/12ek+Vewe0O7PSMV7vI/1Fz7SYw3Rnc3rDc44gcY+/FwbhbuDvYa5I54SGk1KDaeteUsnX3LNzQzuNLLWvs9FOks2VXRM3f/+f1iQec+10aYDw1ELje8/YT1rzOFe77TsGJRwiE1BL9//jWszt/HWRBwsT+VZ7sajEzZ2dBsamnVgPPX7i3arZ9fmeRqhhLYqLMqVFTw52eiSwq3ipdeGFI9T9CU5THl7awWgb7e12li2UciZqo2FTViT2TLRj/auVP0Ex/60kKiXWV/fs9ILegsStC2HDjNlBtCU2rFlcTrezYE5D3wGav6NXmnsLNa8prbNTrNC80tAORP0yseyXePB0xq3wTakJgUl6mUZUWiJFaGsKs23YoEpNSfl3ZcAflLeB3RCzogwFDKGKmyZFnB5EmI5Dyn932Qk5SdwIjUtM25/g8YklOJhqIi0TWGbino42D/EXoNKqrqXnKjWlH2AwhfK/Ec4liEiNy2gaGQF4NBloNZiqPcsAHQjfoDJYAy8RKRaY7iKnScPmUmtO9X5d13djgdu4wYGZD40mVxcAJ8Q5epwLO0Joe7ZePTJzAmFeUaXEsmEzB/Pa7sABmdzKbjcSg/WiOiWasiwXVqQUPq70Hb8qWgYo07LmrXFiYIPZPXsP68AfA+x7cx9FR45RihHbApEC6j7On7iAmrrLlY5iQBUXCGI+it3OdNo14SNZ7xe8AtTUdrVVIf20mYGtBbcwYcBUMTSRIsGvFEu8DiMHnpGJknkz7IsB0CGomFF2GKWZ6i3uUmlukr8UxH8RGpmRpyy5fA0MMVYyUvPdTimEpIY1pfizlG29LkLd394Ju38ebm1eTSK28CJrYGkWoB4wT3ohmzu+IfbPogpX/zBr3zdyNu8QJH6YfySFArfzXxunrojHH311VcGgxqDgWnFXiriPo6MnfQdp+qNcsxWG1oJsSDlLV/1H+y2wB1ZrAnfwPBk0WZQZWNBiDM7eHF1uJnh5GK0fNhCSeEx8dypOOBIVytHj7H/VKQufhGq0yTSOaek0vPOM604GosJKlY9swrB94OIoQ6hGwoPIUkmC7K/8cnpdlhHgBcBGp6OiNjIFa4HIeI+oTiuypV70DbDDTb4HWrUZI6DQIWHJkBDy6Mz129x9DB2rL7ymEQ5fGi5V5assDRktRmUTFTqPZFqADLVB1W37+4a2DtmIA0vOkElbWiVtgv7XuhMUj4UnMXqpftyWUQgtfkQAUWWGDqbI2dGbk6Y1QIZq3orLt5c/ooGBaQiD6onrdfnA8bUkqB1NYfoCu6/5iD85WGEAtqadA5i493QUcnP+BlIvf4FN6/WwOLWbVr7kkwb2Pu1pLOaT5hu6vqa0PVDgHmJL2ZcOIcqW04HOD1C4lBx6A6pBBNzarC0duAd/AWdlzhZBp+pE2OMAMfaS9lzuxvw/nv0kWTznhcYU/AFHzdtYD+jG4+0DA6RoMVy3pB7sRkgZk7DqKCAZWKYZ2iK1Rhpij+c+9HI1vGvv0rxR4ETF+zrzfZgcrpJ2tnVIDMbMNR+TILkkXIE5feMhCzpW6vUzvkjG1NuQtckb1g/h7tRc5s00TO2F0/dunf2SaFOUuxc+vNWOpPHHfnbwqeQUN2P1Tud3578ct8N+Vt+DtC6GLSH0rmJgZG8q3NkxqfqtqAVz5lqklTvXT1x9dAabPVFiIQULlTnwiBhk0KoYTZ1z7qS94utyw2/VdU9lwiIKgm0JGc7xOMiV/76IAp9QAcG4SZ+r67ZtIvSLCtvOeGXBgrqvwFyBXRlDOcIn3S8X4mc6DQ8g/j2DuI/ivSdeSlGUu6u3TWr2+jQkF0t8M/tmoYerhVZog+8jp+YbGV5gNZl8b0MVLTPOrpFsDwnbGQeJvdBaPNlCApZ7WNAXjWYoGC7LCQdXW0sMlGKfNFoop89ndJZbHX/yyo3EpGSAefNW6mv11oTINmkqiansxv25drgK3hr3IuWA35UqW89ywxpwakFB6gpWZRdT15B8nigf3PCsFr3ecQuPC12a58Z6lab/EJOGXmEGhpl1tHbfwJp3imypVn9TBtU09yETCnX/s+CnO6wzcL9Y4RHPB16R9aD0bYSury5+MH+6u1ZOmcoBavWtTDcyU/H8qv/jMMr1zC2/bkf8DFdag25wvUB2beqw6iuKk0CfEnywh+/lcPscjiVmjxicTtbKjxzOQKesC1KdI8NeDar+pqlLqN1V5ka4256c3aS2WtfOlVIAyuMjIKKgh+TRd4mKGqtDKxszGc+e6Vu4wNNKwAFLn8FVWPZpj6dnDmbFjf8tqqbNarzVxdIaJh1I2mVK0xhHtEyLxnak+X7TtZrW01Re2hI7RDDwCDZeUqVvC0YRMApz5ZRyHfSKZhPJpLe09Kzei1+r5/gnVhfXMV5Fj4irdsLi6xcE4C4xedzy5wSmU6EMDxcgcSGCvVpcC+6lnUE5GcwQY32EdbyQnWnUnvIsBbKSDxnqpjy0PVG/QmYpQ+jxB1+H3AZDiXbq4E2y0AHUBMqiTNzJgaiPdUqZqfgDtxilyeM5Tyn7yn7F0o1ndB2t7TzbXAreicTRbPgqP7GhkkaYU918IF0BviesPAj8GMm43f0mLNWGkVAKvDsaulgQ362L32LzSyNEV03xd41QUA3WQOPNnnTLJjmsevK1fJAst8Y0Z18vFLCxv+XKTMhiJey+TTq2nMaa+FB2nuAIxhj6BtyFSuP97mN/is9q7G/biiZAqU3mi2/PIyJFHPcDQtMlDIgUq0Ee2tz/FckpKF9XLhdgBw7YWhnGte2DQ96QEuYL3FUjZkCm+3tgllYqTrjCN63VSdMFiZn5yg5vn/kyJb8/74G1Sm5I4fp6FllGagvOKnvkMEOQ0omO/0xNEscfbpeJssFzd/uzlWJ1t745gWwzGWc3wwzdviG6brtWyErjHsv44aqu7b/2wHV2UqItmnnzRTA3G/RuMZD2MHP5/DLIGp/kBePDQ36AFxiQz5hzd2No9EY7SkH5FLOTBE9fb647R48C9er1qGfDQTgP+M9hLgQn3XyIwnxDzGSJsNJDwpq9gkNMEmfaKSDKQWuDKQ2ctroVUUs6PRgTgdfqPRI5Zs5kj0EGID2mUh7TYMBSWENVSbYmSYoOajemlohQDAr8w+6rN8Y7Gd4VdKFuVASJKQUCiEhyOp4Utq+fQa9GAkd+tGfc8nXMTbHXg1FjcuwyvQ0Ki7XtS9y4UF2YAOZWEpIqlUBYiRFC2DgTlcqPGwA)

## Test scenario 5: Surprise/Excitement

Surprise comes when unexpected things — either positive or negative — happen. As with
                happiness, the driver maintains presence of mind with little chance losing
                awareness. Nevertheless, overexcitement due to surprise or happiness can also impair
                control of the vehicle. Some secondary feelings are amazement, astonishment and
                shock.

Facial changes that indicate surprise include:

- Mouth opened wide
- Teeth parted
- Eyes opened wide
- Skin below eyebrow stretched
- Eyebrows raised
- Horizontal wrinkles on forehead
- Jaw dropped

When the app detects these facial changes, it should label the expression "Surprise".
Figure : Facial expression sample: Surprise

![](data:image/png;base64,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)

## Test scenario 6: Disgust

Disgust is a feeling of intense dislike. It can arise from taste, smell, sound or
                touch. A driver in a state of disgust is liable to lose awareness at the wheel. Some
                secondary feelings are irritation, dislike and offense.

Facial changes that indicate disgust include:

- Raised cheeks
- Raised upper eyelid
- Wrinkles on nose bridge
- Wrinkles on forehead
- Lowered eyebrows
- Lowered corners of mouth

When the app detects these facial changes, it should label the expression "Disgust".
Figure : Facial expression sample: Disgust

![](data:image/png;base64,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)

**Parent Topic:** [Vision-based AI Use Cases](https://docs.qualcomm.com/doc/80-63442-4/topic/vision-based-ai-use-cases.html)

Last Published: Jun 24, 2024

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Functional Testing of Vision-based ML Applications](https://docs.qualcomm.com/bundle/publicresource/80-63442-4/topics/functional-testing-of-vision-based-ml-applications.md)