# Prepare a GenAI model

To prepare a GenAI model for execution on Qualcomm® Dragonwing™ IQ series
evaluation kits, use [Qualcomm AI Hub](https://aihub.qualcomm.com/iot/models)
to export a model binaries from a model with precomputed encodings or
[Qualcomm Jupyter notebooks](https://qpm.qualcomm.com/#/main/tools/details/Tutorial_for_LLaVA1_5_7b_IoT)
to generate model binaries from a pre-trained model.

Note

For more Jupyter notebook examples, go to [Qualcomm Package Manager](https://qpm.qualcomm.com/#/main/home),
select **Tools**, and search for **Generative AI Tutorials**.

![../_images/qpm-jupyter-notebooks.png](data:image/png;base64,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)

The following image shows the preparation process and base system requirements
for both options.

![../_images/genai-model-preparation.png](data:image/png;base64,UklGRiZmAABXRUJQVlA4TBpmAAAvdMsuES8GO5JtVdWsKhzyT4G4+HWXJ2dNGnAjyXat9FP/fzQe+ZukRGH+BLQ+Z2FFsu1a6X0vSQfOsUMhAQfxK4c9kGTbVtWsg7tD+pn/QDKBpOXu7vnAC/B7/yl2BBlaBIEQTODeFEHAsSHovwELjAy0Y4fBU9AUY0Z6MQUzMTG92Y2FCXwQTIGBICDyRTAFegRB+hGmQMcG/ZkiaC0BFWoSZE0QqEAN6gED8N+qYQpEChFjjQo0iQ2Db6hCXdWkk2E2xC1soUKINiYZrIuYnwx66gwqAiTUVD2DAxwwVWytPCWzlR3SxqE32JOSYdYTmJrJ+WRc2pX2lk6z6/x/uMbvclGfzFfrSd/sBwxMl3MxWc/95ussGaYEGafs/t5bfaKC9IlombX3hfA5/dfaIYwqrfU+bq21EQSDoVUmy9H7nP5+fu8bGoGMZxHjsSGIFirI373Y/N83BERjVCG0QUQfZdSmzfzn/nPy/T34XD8/nrvv4eX/1uP08P/78dT6uX7//z22td/++Gy/XTaPtr93TE//xzOXw9vMSQ7aNhIkZ/mzvrm5/UcQERMALSm6r739lTJR9dZ1r9FfblDmezU9Ib2b35R1y2PbXiPth6rBa9eHuxPKnD7SS66WbbT8cpxzTu73wXCmLppLhSq6/6jMFT/5aP0PDf3QeDwPyhxc6K9x3PbJtd3GlSA9iQInQGKwRQwhETZhCdBYNocK0OjCFHWh4HtucM4555xtiqTGk3OWJuecsUDfvXCvcej5x87qrvpVr7XX3quxd5+zu6p3RfRfFmRbYdscnMpK3fS+B7KvCJZk2V+Ua9t2JClTpuBCe4JrGkY4oLXWYGGLiP/eIzvO/zduVkZk/oj+U4IkSZEkae3x8JTFcUNWvig41Js3bNpt9949dtxG4vdIuX8BlEklAUb0nxYk23LbZkj4FbSeO7CT+0BAXPT3Fqr8q7/3d/78/3VSpi7HP39o/+wtSPk3f/dPnZSuy5/6u8byT//kid6+/vRXvfalMnWxr7q4rif6J/8pzX/626p/7Ku/VLouB1O9OBL8+z+r//sf8BJ2qX9C/9Ihvv4X9cVXv1TGLvVF/Yv/NuRv64tfKmeXqhfhT9P/7dWCNvXOycXwv/6f+ge8pF2q2tl/+ndP/piXtYvp3631T518dWGbg/6p+q9Obntpu+jJP/t7er24zR/S9nf06eI2F3r48ydfVdzmq/TsGGJfK25jelT18nZRPfefc/+x/+w/+8/+s//sP/vP/rP/7D/7z/6z/+y/c/+x/+w/+8/+O/cf+8/+s//sP/vP/uuC/lctcVP/p60KpHQrtbPS1Y1FkNTSKCujSt1gma1lUaoxZTWSk56/3Krp2q9r7A2yYMyH1rOiwWVjWdmyKCva39dBRVfChutTr8PVAjadmSmro5ay4SYa2lN0DUCZjRoqtsGVGmz4UDtGNymZ0Q93+kcZwSNhpAfJqvzvC8LkUQrIDNYgrXhMYbxVjZJT1fC4VSusGK0ZNOnVbFX0Y3VWeDlGuWbSuSLw2iqN0nIqIUJRaigKj8QZ6ckJw0CyRFIJOUprUzBuZVBCDs7KsFitK97BDx5HDTfT687bVLMa7s0n0KJnJaQy0ihoyZUW14FYCBIJuIXFlFAxCbLEJkmZbNNBAZegAmg5fM1AlVfmw7mOY8YoA/OreLhG5fuo2TiIwR1hQGqhmlqrUt3itYb92EDQsTLVikfilVBTkxMKVhVkicqLxr5cgQ05BiK0xv+ITpgSiju+ZqDKo8TUkh7VoDHd0Sw5z1tpNbMOs7KsH49g1ZhVUj5IFUbiSucgOStplowPyRQIu4JVAPxWgUVUeaq1rLdTnkp0eQOz5Dz1P5Ful4SWA/TMK6/GKq0To6KRwK4+9YxLYqLDppw/Ep+y2tRBxSxg5ZX1jvkEfSYkN0u64BhCma6UhFEL+FoF3Dtj7DFcHAnTM6+JUVFMgvUITnUF5EMJQ8Aqb6+EXvsrgLElLCzaIYwQKqNVIAj8NiNeEgkhdzSqKCZCe5K1Fy5sQHEnQQuBhxTr1BMrV7T3ZbuENeyGl9JxisZDGomZ6YiIYkoKt66kSWAqrxT44hlqF10gp872xGutKNW4MipwJNMAjyklK05wKpDKKwS+Yp26oi+RhaW9ObmvmrqFgVVeIfBlolVjBrFo9IRDcPxLXXe6+QWtvKLfa7NkLKrSblUBN15jr1pBWPs6HpJIJvCHKKaUqHOKE4BXXkkPelt5lZmws2xfNnfA3yDdBOkmjY6HpQevvJIeEr9LotEBT1V8t/WIlZ0gzsDInQA+IjoKeOUV+WbMzIA/6CEuuJNXHKsTIUkk08DqeKySIqi8Eh+YbWVGWpgZLwNywR1JZceb1BGRRlK5HBAokwMYSUzp8BWnv8OhagatvFIf1TiHynlRZOeYK8Qnd/wKwYrUXUdEGIkrM/xmgE9NVRxRTOlQukLqmdAEqLTyalfW+2c1PsBX6kBYOetvrDeuNVakpH3taiXDiLWNDhoJuZISiGFWSegDgMXBY0qKr4i4q5oErmaAymNWHsp6P6ia5ISbcN7fKyowPlwUSFv1kcEiEb54Blc6MTCimNKABGjqKHzNQJVHVnAZb/vgTEc6sJcY1BuTFrfjHXMFtGn1scEj4UxzR8dFaawdjCSmpLjSVQDD1wxUeeU+3KNBIKuuuvPwCsMBHR3gmLVyUawGbaODRkKEE4Tb8XGtYjk4gpgSQccdVxYOXzOCyqtmq3LfnjAh293N5q8Iajn2vHhXM6vlbTqzle9P05d/WdYm3sK2l7WJNqdXi9xUL3DTVZ9VCt3vX+W5/9h/9p/9Z/+d+4/955J00WuVrLAcoWQz4NhPlDlJrhWEeZ3tXUWVrTCxCDXQU06Ff8nrHfzi21MoNqsAVDg4tGzQwbPAUWiBlcqcSRNYDq6YESfAVikwTWLs0SCqlVWB3hRVheVITziVhi6cZlVrpSQpSBVpq5ixRzvjuwIrwXBx0l9XWA76pYyKSh80Nzc+BYR9IQ7YeHRlgPvihdROtTwK3zMeGWPeyHfoWgLr/elXqsB2pkvxFR/boONMjOK2notYWdiIiqEwRp5x/pTtB405M3SFN9WVhwpCTGXDqPHJVsNQIANajoWz05iH7oAIUgPo4ENN0+1eAzFJAU/VWoepDNJHCmK1amVqhjp7bDzwZ8ckzmtVMgoyNlDNClLjsZpCG6sYBaiQWUeUTIhBapgHHj4JgQ4xCTYZw6zlMHVCJwLZhiMDpaeiCaB0kVRuuzFIbPQAe1ANqbzo9gfvsitCRa0lCWu30wAoV0ScBsnhBYsRffEXsh6Cjm869ZBWWqKZ7KKG6GLVKpoPWDqmRgtqNzGkK9wAOsTPqxDumZ5pUM7Vx2pYYvdOu/DRqMQok1WgIF7NIVNjdCo5rRq6a+hjckJGKv3smERD4+mTfC+JzRX74Jp4x6kplgF1ldMSJgZhQeXoEAfn4GOnzoKMxDGXI8sP6a9JmYQr7yj1VE6B3Clg1aE8r+gcE6wqaeVdFFvlpaNqCmk75QnMONGbW5NSBQA7wpSjnIyO7oNWjrATnEmJiASSaA1x9plecyp+0W8k1OhcEBO+6njXzg1PQWNj1CApU1r6MCmlHfPJihmgPElWFYfqhefCYHq2lSPq3afjBzGo8NAOXVUrb+trrLUSeVFVIkGVoWKVIv3smBifVUVjIyqfDw36dUMx7egGV6QZniSoQgO0sc6YCoGzw1FWaCWjYhWqBY2DH0R0SPgwsnqqfOc3BWrVGaCaHtZN0LWMQtqBVk3gD1I4L4o4ZhQ5q+qo6w1F49a+RhHaSNQgYiij0X+gw+1WsYgEoCaerpyuIrB1CUL3niNZYhtIGe0msdWuoYIJwUVWpawgDw3NxgoDYYQDRumiEgzRjgr8uwXtKpeRSvwkKq5KJkajVKcA++yYCAFik6LGlGIaK9a115SoELbfF6MGhVwZIGUzAdLwQ086FG58dYoBOEoL7cJ5RgSnNR3oZ8dEBBhbHEvxDcZLMw48FZUk8uwATDgYdOzCQ/ymIZTGAY6LO9WR3VEoMZBFQxEkoU4NCs4KNOaVsPCrilEHgNiKdKyAscgVkdMh41IqYq9Z+F58Cc5NKjIGnIYWEHjbEeFHkCiVtYAaRRQ6fzIMrQm/LfjsmOB/CGJbAcBqCmfgXelSGIM+GSoTfYegJIQhj7qkR4YLlopO3cxi2YGSyqQoIYLPjgkOGFucPzSrZTgI84o6Snosyuhwaw50KipZ1EyBLA1Rh/kYDTCPhNKukjZeg78hUwojqRMo5wScHElsylFrIE2LbRjreInR48IO4xpMRPDBCYj7lIHufFIIgJppkJzRQIwyhQ7bUYmDr6EITcsKgVGiIDUFyoisEauiGrBLpdyzqMM4tpkiBAoxe66UUjMzQKLydPEGzUcByCe/esOHdCa9YlpXA2gIBqWZSQWqpkNjE0lXpo5rV047pFirpINUwKBX2Ekbd1VZuNAUh4yNUKCIXefxeJD5uDNMzlkNZowIbMVFjcEqNMX0VkKDsWoMjg2RjkZczVZeTNs+uHUVOPISY46/ShN9/ExMSWolFamjoN3LFTHKSkFPahJU1eEJkfO6opUrnWplcCLZakZD1ZMkz1rZioykE4FXODb6qGSpLEEfZ5NiGr5Cj7ykMhvoTrHjesAfc7pR2Alu2+keaWVct5NMKecdoyJc2cHqgzLXXYKDXKlYRfDVg8eGpamCydMS2gxvVFcVdKcqkkyLTn9IsUA3OjtP21kAHRTSTCLndBhM1GB9dIE+AnpXl+CqEbrpRTIOQWyIr1c0eVpQO4eC8dAT7dDXCizVbJRmFkoRDDKoPXbW0GwMLcbHATtRhNZVdu2iY6KGX9fwikFeUVVXsS4S6nUSS2LD9CAq9UzOvgMD2UEwitOe4DiUc/+x/+w/+8/pK3S/q2fn/mP/2X/237n/nPuP/XfuP/af/XfuP/bfuf/Yf/bfuf/Yf+f+Y//Zf+f+0028fuXq9Y987Padu58/WZTls37n9rFev3qlbSrqNblQF8l9HV595uandPGWi+qvbiIgavKi+qt7Nzxut08Wc7ltl7ctHs+OJb1I7tHw2rUXdWGXerTNAktN1qPtx3D5Q7rIy4VtEnBq8sL2X3j81gldPvPCjWeffOLd73jbpUVZ3OoT7dnnX3iZaWK3jpvjZ9drchEvkvstvHZTqfLJD77v7ZcWbqnt+Emyod20TfFzyjS5tBfJPRau3dWYj7//sUsLuRz840Rju3vcEJRocpEvkvsqXCGemvaFG++9tKjL4caReL7alY1A/ia3e5J7KVzVqHzuubdfWtylPve5k6gcNgHZm9z0Se6hcD3uQfzAWy8t8tIOcVeibQByN7n1k9w74dZJyIcfu7TYy6HF24iYfzI3CUCS+yVc/qgGfOKpS4u+HA9h67PZ3yBy3iYhSHKPhKdf0oCvv7T4i4ft76WLmSdrkxwkuTfCNQ3Lc5cyQHkuaoIzv2G2pE2SkOSeCEcN+bpLWaDU2NJsG183FpLcC+FCA15+z6VMUC4+HbbDWf/1fcomaUhyDwR7KeAb3nUpGxQ/hINmbcZ/WsYmeUhSP4TbhPjGS1mhHMMNRMw4+ZokIkn5cCvsQ7yUGcph7jeGnK5JJpIUD9d14NPvzA28q878jv/SNQlFktLhqga851J2KBczf5Ab2ZrEIknhcAXcDltW+E+PM02yJsFIUje8iO9vJB/snafONLmaJCNJ2XBNtl/tXLAn+uM8k6pJNpIUDa/dDY4f6VK2KMGhJbnNMpmapCNJzXBTB57KFxzDF6U4y2Rqko4kJcPj4bFJX8oYpQUN8zjHJGqSjyQVw63gNbg8ljM4HGd7/yOJmuQjScFwWQc+cClrlEPQNG2GydMkIUnqhQ8Fr+/2rXmDVoMT6zTD5GmSkCTlwmv85o9zxkbCZ/hsBadpEpEkT7VwLRgt+/bcQT3O9IaQ0zTJSJJq4cWBG5eyR7kx0/v8y9IkJEmKhcs68N78wWGmn6cGWZNPz79hrXA9OBd8lzJI8Xk+ftIkTWKSpFa4PfD+HIIHb4TB7JKkSUySlAqv6sBjOYRD0EDr3JKkSU6SVArPBOf2+lIWKW3A55YcTYKSpFK4OfDBPMJxlg8pKUeToCSpFD418L48QgveVry5JUeToCQpFF7XgbfnEeos7wwzR5OkJKkTrgSny+lSJimfmeMXopiiSVSS1AlXB17IJfgcv+byFE2ikqROuD7wfC7hxhzveyRFk6gkqRM+MvBsLsEG6sySoklUktQJHxt4MpfQBo4zS4omUUlSJ9weeCKX8MQc72U7RZOoJKkT7gy8O5dQB+7MLCmaRCVJnXB34B25BAvOLcjMkqJJVJLUCZ8deFsuwQc+P7OkaBKVJHWCDlzKJiVopJt2oT5YSdL+s//sP/vv3H/sP/tv59P9h2fltP9GZo0vfbNCNshflblpzcrXbA/fPA3yXdDklCrWx5cCNqxpDcUUtlEPJwVssIuVttE+mJSwgW7DemFjvXD0ZM9UO/GxFog0YoQ6FIAkgjhC58NAlXoc5CikT1mUsSIkShJZ4GhrKqShTrpdwyba9LgLRFmYE+95XUYqdVYnF4gDPeBAOjwOBA6GliNJWe8FShph1wEPnGQTK85uejwQCQfQAzigq3FKpTrHxtkYRfnsS5E4BeF5KZuc8OJNJLJHRLHuvHHFAKku1NmPBJ6yXpbPouQftNVtERY5W4+Hebcm+4qHnLvzInsqAI8i6Dmi/8TdYhGAEqlOT0N/VqKwhxJDpsxIM89USBBjX4TEIRzfgLhL/0Goit0KIirZeBmMjuDnglFIdcpBbsIJd04FnKRWgMQAeol/V5dNela105E2VBRvp1lD3fNRSXXaCDBxOCfT8FWcVn6E9q3UF++KWRecLDDjt34iWDUwPj6H+/oZkC7y8WjCIIFVoHIj3AAORJlMSQ9i8KoCFDQpBXHn9IqHXCfQY58WWcpMWB1WdsT7yFOTIA4aWTuQzEOh0gEgjlngzhG/joD0eo9FQ9cdjE5+KRJyayM0kKlFup7BuBDczorAHQeOe0LYCAhTFigjYyw3gpdTFeKoz2WkY1siEXhtJkypO0+KB2GMSQ8lhcxZcZJTZZCPhAGRG+DGQrro6aBjYhCtbImpykDEjonOGXAhc1aSxE5Vx6GfAoTSecNLkZySRVV1PNhSPIZUVjYnTVgz/e0k3r18isvoZxU0PaVLEJ+bhPnYPnifFjZlQqy4iaWNiyKBO/apYaPTFM9ZERPEQI8ZVz8Uqg8bM9Ejg6yYpN0TprhKOJGlS9JqlTtgyiY3VFTzcYGSlhbRSg2U/JImPeKCHdfuYWCAJ4bttIXufFSaIEPOy/ImxMHfDkiS/7BwiTbe6LpEvIEWOg4A9dfjgYZheI4bK4TPpgGV0pPC+CBbwRLGVfOuWDTpnZPBqmBljEzr8fQ0Jj3eAPioWGHO9Ko3LoPtYfESjZxtcEKl3B5Kn+pIHkkK8ELjWyyKfonyo4LE2BzJgLudqQLoY1lGrA8kyln4kucLmGiPHYMsfkE0CgMYE/RADbkgZXFSWgQp6+F8ljHRHvlKd+llAfSuY2OWMMje8DUPJw29JAxnJRUpEZ76QFq5VGNvsgBcdXxoD97z+TBGUwRycVqpKGeNzljxjdksFg2+5q8JTwis8GTAjp6HwG2HUeJBehyjiVJpzkltkdQ0QnfcbPAyDdbV0Zz7j/1n/537j/137j9ipdD9gf069x/7z/6z/+y/c/+x/+y/81VorbW2X48FJ31qLFXxGaOS6mplaprBnGZWTgWLmAULl/B8cOEOvkyBdNIyKxYsIwUVGj7NrES/LSqhIJy1bIlw1bQvqNCjqjIr8UJSQkE2Oc2ZyJYSK6Agm7Tlx5tvSNlEi1+wqJRR6FmHxL5DUcuO1o4yNtF86OrLKAgd0uKjteNmAl41tXBBKqMQOiTYwCw+giubEQuWj3AxWWs8XM6tgEDokAzsslx+RFdQNtA0tvWTQvxWATEw7wxQ8QBKG2Rm2tKDuLLxsMB6x0vS2tI/pIuXDkC60ePOQl1+kFcQNs+tKQ++pgDviGHZ4AfFZgjqslyAMFd4Ns88tZytJeQ7l9xHf1k4ILL0kKIFCHuFY/PMUyZ8bekZUc0KB0Q3BroslyDAFZqNM08b+zWlZ1W10gGngTrAyixRWjtSbKT5aEnp1/TbgGgrGcAPBqDM/zKlteOGADPe1Gxa8JIeR5b3kgGUmWHH5m5g2sYsx5ANM22cs19LoEV6Y9CWQXkM5ihvwupZsLS2KQCcOLWorCmILpS0w645xI2Bsbm+VHmwKQAGlZCL0ExwsuSN3XJOCQk9Y2QWLA8OX9ocUMsGv6glv8miI5oVD+Cf9+aUVl94N8GveciGmeeXpin8sxw4epE3dtAhzQklwRch8LWYDTMPjCgpnoA+aXMRAl6j2CxTZFlbe7x4AN0vSdiUZQh0bROBP/WykPKHBgoJMcsQ4NpG4hSnL59A39hDl7IMYa9tKKzhk9IJnD2xQMtChLm2sWgCrLg+CGfPAONuIuOyECGvbR64BcPZ0gdLW3GteACnMbA1SxHi2mYB2+EkatRrYhfYPQTa4uJLkegaziaZwusA1TjyN/sI+gjTpUhwTcIGuTW+uKWAL3/eAHpkJUTdtVOgSFWBWDxdjBzcNwcjOfUzA1xd4+AvLVxepR1aTqWqaAvDT3Qp4r6pSLNYhDfOpGfkeWPhLh6p3EFAqrQcCuPiJR4+EydfZbz1DwHiK4Gw2PrvGwAMTo4kgVGHb5yI9vTSC8Ir890DjKWxjIoRSwV+4wzgS288vTb2iyelkPevsqUw8ZmokddcAYxTplosZOsqp9aHtzdJn39r4Y/UUh1bp8lz/7H/7D/7z/479x/7z/6z/+w/+8/+O/cf+295gpxiycI3p9ZbQRumu724TXiCbsrctOI2fWl7hrpYofsHnfuP/eegWN/C91AGl/VQcJ6tPRaFxoMrJj90w80AxOGLM4PLamZeEMXot2mDlePSd5TA6feAw/l4ZKLUG/lWFmB7wkwXPiPJYqFMgKQuL4Ryyr59MjyMrJ6DfTeTTBRPc9mHBKOHkIUvit5ZnH/HlUqeMF6YuzDwlr1nvwSq/CEgShguQrrwGx9fgCRA37Hk6QFZ2lkhZexwEvdwh0O7GZfNvR2ODbDKkRJzRLM6GU8syoFwWxgRQNrwe+A9e6RxMjcep27H8o9jw8sbu5v0of3lVHAY45uNG/bSnIuAjQd/03iN6ydvIInCd8DcI5nsOZG2Y8lBgO9sYlh3tcWADh35lAEwvpqPBzXdwLunjpEofH41wjnAN1p71/LbD/Dp7ibhuGveDMOGXRkhBowPJzUDPdku1owhDR8QzOmEAwxndyw54NPdSxjTDSg5hUU1wGU7IguSTEkRaDYMcfhwhAzAqsAuJv4Ane5cwo9i4XvCDTXKagGMQMSwk/EgHpwZXJIAcfhwhD0A4Gh2LTmg091NoJHVQY81jthG21lxOh5Z371NACpCDn6VpO1+7n7+ATbd8aSH/L8MY0ahg8WDeDCM1Dw2JoZ5xWm+68kBm+5uYvjOLdO5bGE84BrAlCBXK0R4i674Tif+AJnudAKV6WAgpOY1QXtqP5u+w8kBme6icjo1SKWTwwSgyfVdTfwBP90DwMTbPGfSazuaHPjpvgOhPDLDve9k4g+46e4nBqnaDN/mwyY/4Fw7mRy46c4uvYjTgFn4Z3zo0dWdTPwBPd3t5BS3vuuxfXBbk+2DK6Sp+U4mB3q6A0pLT5LeeSyensImh4sAo9/JxB+w013P3c+fjgXSi+7trBjlt6EVALoHfnzI9QYcNzNj4rcdTg7UdHcT2rEnR9CLboTL9kCU/OgGx4eKUACg2YO/2M3EH8TTnU9OsVEhLRU9YJtJ343E08SaxwCO0BpL2xX9ww/xdEcT1BlTPrwXw9hsfpg2Hw9q7x+ylzYKaITeQiFofNp2OfEH4XQHFGW3mO2hKU9E/xCS4dzmSfitlXA6eiraEXEuc9YYnL2EAequJodwugvKKX0UUhZ7cCG8Yx+EUC80HjiqwFAUH0Mfhxu+dvhR4CPkXtC88/EpGf/OJv5gmO5yIj0vJlKmeL5NRkL8CR+WqOp1d5PDMN2lYlYvvcoRXFwWj8nC7XUE8Oi9Z0fQAF+PdPkNGN7YFUXVaCtsKgeXbKeyeJBwG72WMC7qTHwB+GpF77pjwutXrl7/yMdu37n72ZONWH7/oW7IcvA7t4/1+tUrr88pr/9NHsflbfL1DjXKujfpMGvpCYEVxNM3wzVP50UtWBigoRsudyOHve+S8OozNy9005bf141bLqq/OpdsgCaPy9zk/5vtusg2jLJLwuPXb58s5nLbLs8i4DXJgLCvfdeF1669qAu71KPNH+w1CYBwqMxuC5c/pIu8XNjcQV+Tm9sptg1E3WXh8VsndPnMCzeeffKJd7/jbcuykbvVJ9qzz7/wMtPEbh3n7Wfz1+S2dsptCiV6JuoOC6/dVKp88oPve/vSbe21HT9JNrSbs/ZjCGxyEwN3ddlHX7srXLurMR9//2NLucUf/ONEY7t7nDEQbHJL/0aDdoO5s8IV4qlpX7jx3mXd6A83jsTT1a7MFhA2uX1fRLKry1PdVeGqRuVzz719eTf7+tznTqJymCsobHLzvprohJrsqnA97kH8wFuXecNvh7gn0WYKDJvc0m9oOEJCYp+bOyvcOgn58GPLvekfWryJiHmCwyalZMN+Xf6oBnziqWXf+I+HsPXZLG0rnMQmdcTTL2nA1y//5u9h+3vpYoZAsUkVcU3D8lwOaP/PRU1whrZZyGKTGuKoIV+XBxaAOlsXGJtUEBca8PJ7csEScPHpsB3Ozl/S2KR+sJcCvuFd+WAR8EM4ZnZufhiOTcqHcJsQ35gXFoJjuH2ImQHHJov7/MDbcgkevAyjmSVFk3gmeSvsQ8wNi8FhjrYTzmOTtd0deEcuwYLjlZlZUjRJZ5LXdeDT78wNvKvO0D4xgWyytDsD784l1IE7M0uKJuFM8upJwHvyw3JwMUPHf0Jkk5XdHngil/BE8GrnZpYUTbKZ5BVwO2xZYatsxxkBySYL+9jAk7mENnCcWVI0yWaSL+L7G8kHeyCpMwKSTRb2kYFncwk2UGeWFE2imeQ12X61c8Heto/zAZNN1nV94EYu4fk5flJQiibJTPK1u8HxI+WLZeEQPKnYZgMomyzr6sALuQSf4+cEpWiSzCRv6sBT+YJj+JoUZwMomyzrSvBynHMJL8/xU4JSNAlmko+HxyadMxaGFjTM41xAZZNVvR4E/fY8Qj0ZaDNLjia5TPJW8BpcHssZHI6zsmseKpusyj818L48QgtOTJzPbMnRJJZJXtaBD+SNxeEQNE2bB7hssqqbAx/MIxxneWhijiaxTPJDweu7fWveoNXgvDrNA1w2WdUzwSlfySO0AZ9bcjRJZZKv8Zs/zhkbQp6HH8Jlk+8U9WoQ82M5hMPJQJ1bkjQJZZLXgtGy2eOJDvU4H9sIB7PJovz2wPtzCD7PO59P0iSUSb6YSTZef2M2dodJZpNVXQ9OcFYOwef5eNmSNMlkkpd14L35g8Ns/GAymzyLOmaWRWMzb2b2iakk3+27aNBsMsqjsF+QMpXkm/1gRDabjPJI7KlASCX5Zj/tHs4mg+S1Dfts7I1eIXV7cG/2HzALZ5NBHo3t3oGoJN/rd6VGZ5NBHo3tyJioJN/rDxqCziaDPCI7ZB+gknyrPzw2PpuM8Yjs4DRpTPJKcLqcLmWS8pkZOBBkPpuM8ajsMOx5SvKd/pRHAG0yxqOyFxwFY5LXB57PJdxY/xf3B2iTMR6ZvbRWnJJ8oz+NbUKbjPHo7CQS0JTk+/wF20C0yRgdbblkYEqS86VJQrTJGD1tYcBYShLzRbhjtMnK/HrAy+/KDbzz09vEKXC8vYFSkpQvNymkTcboaou9y2GSn80pJ49ZfeDz6wqlTcboa8uaTlKSjF9CAEybjJHwIkW0Rxpv4MWdhySHfQkvx8+ns8Ez1S7qNvJWFb39Fg5JDvv620WZgyHJcV+Hu/ygKCQ58OtxF9oZhCRHfn3ukvJTkOTQr9dtngoEkhz79bttwrL5kxz99bwNMbTtkxz+9b2tn7Xhkxz/db9NDrfRkxQAXXA7H27uJCVAmc25+fILzy/XD+fmjRc+s7E+uJ71mtzISWqAoXaL1l7POVXAOLsZmW+Pc06N4e6Xr99ezty2zfOzKzS5sZMUGu7+6jM3P7V8uai+kU7kbpUmt3KScsPd/fUrV+0jH7t95+5nlyWf9zu3j/X61Ssb6+Qb12tywyYpCMbXw/479x/7z/6z/+y/c/+x/+y/c/+x/879x/6z/+w/++/cf/bjuf/wrFhKhROnDaVEzan1VmikcaVvZtsBKbUXHOFvui0R1lE5ktZsi6KVJGn9VkQfaOdknJYUOSWK9fFlK7pJP0gvOcJ1HIdatqUfVIxEPZwUsUGuFrDBxFhxm34M3KJ9+oyj0a0FSsxBY95iVcIgCEDV5msKUyWlQ0J3SrpigamNBHp7SBQHQuQ0GrlBRFflRPdQXzitE7jWSFERuGrHAfTwA+uRiuI08tt5pGCrpCyJM17XhTReozeRau9FqnjNfYhAdc//IVgj4QXyaDr4KilJ4qzZdRGN1Rh9oVcHUYllcTggGgXIKl8vPRuqJQSokuIhlgbKYru7GTo2BdTYRxoBJQaY+d5U3Q2xy0wcCKRqizSxwLPOR87rYumHEgYZFFGVFAUBxSSld2Yrh0Ic6P92hVX3nFBOhqpx/rlFsKo5FQJQQRbCztMSkfoQVknBEAsdbUp6Ng6D4XuvUSXOxe9syL1g50EthFPNqTI5ysUC9tqbFGmVFAvx0JWmAnzCY58qxGgkCK/EeHfMrwwIQgxhzDcvGoUPnV4fQVYwXIq0SkqDsAbXpeCyXQzSk++AH2bNMaALShmdJFy1IekUzJIiGPdvSRBUSbkQN2KsSUqYYSFJcURJANPdDmlnVCPQqoGgTI7SBCnuWSFNpQiqpCQIWk51rYFi4nq4Sb8OIVAdBMWAz/ZkGtTYXFixklMdmZaUHgEZBcKmgTTXQnoo8AQYp85CvfTfjEsrF2Kqs4DFIMKSYBAtEc6tT7hqz0WjZUpM5wQDIQOUAJVEKBfaIJIRYsVITqMS7fZmXgDFj4snoI/xWBsTq5cj4RyrbVCkf2GhTGrWg1DLkpAeedOjsaYwMHLWCpOwVr6f+W+L3TyNcNapwCIFgdgiJR52uc8CHiD/Z9PEwgRZKI2YDfGSJPxkPuhBk04Oe4cgVY+FhoT5pWajvylJAkzWGzQC3uFbCtqoWGjtScIu9z1exB5iDIWIJ8huAJP1hnHPkHZANZckOqFiZH/BWPsg3CCSvX1OrbcJJ66ZL3IQKbbm4J3kBvTAOwItcSwMfFkPQcJ1D5PopVqJdbV5QB7bpCtmmQO4+YY7bm9rAJcTZD2EGfWOy3Iso41beOV3QA2w/7a/STOY05kkXGGZ8i8Imi9zEEsNC2vrALIYMPaeXQL5tRRjFyJGVy+CU8gKS4HtLyKdtDmlTRpb/hjdsntGmbc1gYuZlcHK6tnz/GD8agmjq0+ENWA9I1Iipt9jpKGctpmkn7Ih96U/A3ZdO/1S2vuHawMTc+9OvpB4qCPch6S0xuKxkCFJQcr4P5KuUUdhqQSPc2S+b4hw1mYG4cVUp3vpPQdgtJqePtDvNWHC59uksd9Ou0bdCCW4diq6PUV6oaqW738QMGgbu/S2Fgj8uqlKLr0G0iSqe02MI0pk+F4j+MP8ad5HNlEj7bLrmqFq8HeRNRHXEIFqUyGAXlCJSLvvKyKbtJzHm2/M1bbzgbP5ausXdZKz7RrmxFyiOsrZGmVIWDt7evSN8dL8869yHa0dl+WhGewjAtvsUE7A+CfmGu6eTAzdYTd+N2S8tQtzWDI7vB4+sdjC7svtj9aOZRvCfwdb7IDpnJhr4KRfJ8bpMbS44kCV9ORbW88/AY7THMmCO/etcRFJBupuewRXijY0xGdH1tpCpnRirtVY1Snh4nUZbPQuy1uPxMcjUd0z8BFteURXCjYYZk1bYJMjtzv6BooFfrg1Twev2FmE5yVbmDc+PhEuS3oDamS7g7hSqiGyqVhPeeR2J3Riri2WRQ0u4Uh6/rABEp18a3LMiTubFtqnNxAy68bntEd2UthvdZBXijQ00GhbtIHhiZ2Yaw9lcSrSgIVjHMKTb83nDZUBdciDqtE6wCLa6mCuFGmILH0SRRaaYdb894CZh215KIvtxU8CGg4HrpGLHDDzoGYWNutc+MbljRW1zcFeKc9AOFPg1gAN0Ef7X2hQOoODo68tBXA4DIBGJhd4YhzSLKAHx6UzqxF8vNscwJXSDAIb7nEXM2RgOSmI4RUYcefj7lPhSLQpYuNT6nZWEFVMfAiCrFssFPslxdZJa8eyDIS55z0w2sVskHSmxxkBkMUEkgpIigBAYi/NvDg+QdY9UCIQveX9IPBKSQbKarNdxxSsG0Z6mUm/jiGU5UnhRphMkxFk9fTY8TWlbdJyLMdAOVmZHmLwC4aRY60l4LLGwxLSpkMvkGUtuGy9tPY/SjGQHcTAcA2XDKZm1gDS0BB8PGxkzIj36jQlBtFIpVEk5lsuD36/FMMp3X9MunYUA0ljyhtU1pPwtmPRWsNVO7VHH9teOR6+pMUYqM5ixr8LgPzwuPRrhrU2ORw7HpR+27sJfs0LMoDDun3m8OQA3+2bBWVSqBpzxbc64GtFGVDTvqH+MH7cycRQdfobts0BXivNQN6Y7L2e6LcVKmtFbMLHIZ1/p54d2m9xQNeKM5AiekIMhAfI/9m8YaEFnzD86Bnf3gCuFWmgbsxaeh9h++AmoMft7zrslKcxmxYcC0/cZ+7hZHuDvVakgbHb4U9yFkkfeU9hSbCp0MaijU/T1JftDeZaoQbG2UaWl4XuIxf3QUuHn/Qjw6ZjbWAqCU/bWeGytuVBXtu0xKeIrW9mkwuo2b4xtBtnTLfj1p/TithhgRH3pIjDmQSWCNnKCj1gBlHiWxvEtU3LqTW62CgIF+u9ZJTa+h5n70W2mzElYd9gGllUXJ4EXq+H8Y+G06ISITux2DS2Rf4RXdu4cNfGW1kULbv7yfREzx6MEQ6E8e+8pWADMaFr9xSg4egY9HwAieCzzujuYU2+5RFc27z02Mbzp0XbT8bifj3esk7mxFxb5F9Y95wCLBwfBWcCsIctFWlOLHbDfjVh2xsHdxkb7suYT9GxTSoo2ysG6XHmGf3EXPOyetNIdro/Yr1UOL2mhQ3BmHOa3VxMmhOL7XRKPa7ArQ13KZvqC1319gmFZbqnjIXuXTQ4w6FfvItk8XH00GjZVPCKfSScT1oahFmXpdyzCgYtxNMbAL6vjKLeHrfzkD931goDXfCAH05Fzyp2TYwgLy0QnQ510ZqOI19ZBdrYs2Oj9tRhvbgJUTXou6iddyXBDrzVXBNAaDcm3NQgcTPBSJFk3dCUxx4tq2Dg6mEfTPaRmbkTcy3T1cw8vSPqW3iSYkfPWkv5YRpOfkZgrTXidetkFsL1Q1TO3iqLdBfbeQRow5bYxPBzxCxYl061SuyxwtIu7KCuRJjoGRUuGPxlwvFlfaEX6bMPROeImYeR1Ysw9snG5V5OUw1/4S4MwEkfF9ADm/gp8HIqfaJmmnPEbNyeqxq/JdAE58q5YEzoy51TwWHctsVRHNqJa1/eJdz0Z7qNiLNP72RwViQKuBPXYjEtHPQNmnQDRoSHQjA8CBPYImKhGEN3AnsKi2oIgqeLBrOFYhqyjW9KiQGiDIEexYKEVBxGeEwyfVJoiYjG0i8GbuU7WCOA/L8MwzlFsCIxBtHGoSF4yRiojAf/IjcKzJxOhr6cC7wdE49KX5Qm4YtksAI2JkYw3nscsGWyuEtfwgY39Tj0kZqMDH3oKCVGNtZsCtp0sCIw4eZR8J53emc640J35xeBOQ0nMLRJHxdmraGAS8IXowMiPEfMaZF05/tDL/KiDTwUE8aWGyWNsu39GGgLLmyAXuTltAEW3PhjMWncJdpR5hhYFCK7FlHiRU+plxHPnBnvXsXniDkRac6Vc5EXPU2xU3iHZElJd75NCrzfJoepyD24A6sCiZFcXIu9qFqf4NC6jb5mmo4E58q5qAt4lpeJ/0N+jpinsmphw7UiE/w0ee4/5/5j/9l/9t+5/5z7j/1n/537z7n/2H/2n/1n/9l/9p/9V9Lm9StXr9eP3b5z9/Mni7J81u/cPtbrV6+07Y4vfsv3/PBP/eIv//pv/969BVn8d369/cLxh/Vbvri3w6vP3PyULt5yUf3V7Yz/9r0//tv3Fm6pP97+2/4Nl6/fPlnM5bZd3rb41q/8xr2FXNpXfJ+G16+9qAu71GPbnvgv3/+rh0VdfuX7654M9iFd5OXCtqTb//RhgZeLb9uD4fFbjAf8zAs3nn3yiXe/423LsrG71Sfas8+/8DLTxG4dtx++42fuLfTyM7bnwms3lSqf/OD73r50W31tx0+SDe2mbTd808/dW/ClfdM+C9fuaszH3//YUm75B/840djuHrcYvvZH7i38cmH7Klwhnrb5hRvvXdaN/3DjSDyV88q2wnf95r3FX37jYj+FqxqVzz339uXd/OtznzuJymE74QfvZYGi+yhcj2/xgbcu8wWgHeIb2DZys5+8lwnKT3zt3gm3TkI+/NhyXwQOLd58ytbBf/2le9mg6H/dL+HyRzXgE08t+4XgeAhbn13eLvjO372XEcrxO/dJePolDfj65b8YeNj+XrrYJvi+Q2YoDx1xTcPyXA5YDp6LmuBxe+BHD9mh3FTEUUO+Lg8sCDW+PLL4enq6aYgLDXj5PblgSbj4dNgOn94q/jY7/KWCsJcCvuFd+WBR8EP4D2wr+Gn3MkV5CIjwP/rGvLAwHMP/Zxv4X383V/A45MOt8HpuWBoOW8J2wr/2l+5li3Kc4uG6Dnz6nbmBd9XtYJ+YP3HIGOVz7XBVA96THxaHi63g+E9+8F7WKEdJnx14Wy7Bgxe+vbZA2mRhV8D/NSv8p8eNfjyD9zJHuVZ0d+AduQQLjhB5fWG0ycJexPfFkw/2zlM3+Y1+I3fw+1nQnYF35xLqwJ01BtEm67om2+d8LtgT/XFz8yOH7FGuBd0eeCKX8ERwfgnWGESbLOu14HdBn8gXy8Qh+O2PbezXhHYvg5T36vnYwJO5hDZwXGcIbbKsmzrwVL7gGL5ey03Nz+UQ7vV8ZODZXIIN1HWG0Carejw8bu+csVC0oGEeN/TrjT9kkXKWc33gRi7h+fXf1CygTVZ1K3h9Oo/lDA7HDb5rnp/JI3xVztWBF3IJvv5bmgW0yaIu68AH8sZScQiapm1ivu1eJikfVXMlOAEyuYSXZ2BDs3w2WdSHgtc+/Na8QavBOafaxPx0LuFazes6lLfnEerJQFtv+Gyyptf4TYPnjI2Etw18ngQP2aTcZrHjUwPvyyO04FTw+poXPJus6Vrw99ljlbQeN/Q2wr8/n3Ct5ubAB/MIx1nY4BWdTRb1YiZ5mvGNDb07zF/JJ/xczTPBSbbLI7QBX3fobDJIkpd+b/7gsJlv/K33zkqevPGrOpTHcgiHk4G69sDZZE3Xg/MkmEMWDd/Ihxb7lZzCveSdbL8/h+AzsfN5OJsM0rX+tPEbOYV7c7D/Ixo2m4zSs/4F6X+7l1XKvZjHc+tgRDSbjNKz/leg780r3Gfjg/b/7R7NJqP0rBu9+vG8wqet0X4Ds2Q2GaZn3b3Db+cVbq2hdldqNr/ktd0MhulYd2T8xUNmKdfZ9sD9QUOA2WRNbwankupSJimf2biH7PMtuYVHY7g/PDYum4zTsR6c5vfkFo7Z9sD9gSBz2WRRzwaezyXc2Ljbmv3h3MJsfItsuD/lESybDNSxnnDUT+UWHrPtgfuT+8OyyUAd66m1/kJu4fvGNw6B+9PYprLJSB1rEQl+Obdwr3o7yPpH8+gJ26CyyUgda7lkfj23cM62B+5LkwRlk6E61sKA/U5u4c/GcF+EOyabjEXbMh9+fpPye7mF2TgN3JeblMkmY3Wsxd69l13KbHtkW1jpd2WHEyt9MT8nVhrJJod8uF9CACKbHPPhfrFcgGxy0JfwsnC9M3O+LVw8Nikf/GkNx8xmzjdAkccmR324X+pbHJsc9uF+UctpbHLcR9X2Tfij8/XxTYCxyYEf7hsVhMUmR364b8kbFJsc+uG++ZxAbHLwh/s2K+OwydFf9g3F90cW9gaRL9oMfqD4MGxy+Jd/60x+Ijd+dCYpbHL8h/smUWWwSQVQZjsEv/zC88v14xB844XPzOnHIRjBJiUA7hv/GsAm5YX769deXNrUY/O5K/g1KTHc3a7f3sj8f5uZ2zaLt98CTR6XvEmd4e6vPnPz9qblfzz8/c1rZj7kc/n2AGyAJo/juNRNqg1399evXL3+kY/dvnP3s5uRh21TTj7vd24f6/WrV+Z0MMv/XJMX00Vucoj32n+88bC1N32HoKisdsaD4jZvDLQ3S9u0gAeFbd4IaW+WtWkRD4ravBHT3ixp0wgeFLR5g6K9Wc6mkTwoZvMGTXuzlE1jeFDI5g2O9mYZm8byoIjNGzztzRI2DeBBAZs3ENqb5WsaxIPiNW9gtDdL1zSQB4Vr3kBpb5ataTAP9i64386K5Xv+eV1+zFVt71N8spvOqfW2C0wT8GAHk8aXvtk8dYNnGb794qzoIyPefIMqD1prR1LHjibIX81QZvqdBbb4ES60w98VpTWbn8yUZ5n8N9sQxunoui1j8soQ3Zfngno56G2aU6rc7+PL1BhbuGmRFtYCh2KmwzSCKOCiHk4K2GCX+6VttA8mJWyg2/A7pGRXANzCdQJLhzgOi548aonWDOKgHdTUBAG4RbseyhT8928PaWs9poEgh+POdk8R5tgFM82hKB4JlEpDkSfzYNApYf9ESaLO9sZup9v7FNs15Dd/KIvjPhlHM7wb3KI0mSBoQhM6YKen9PpChvaejsY4x1TVx7iUCHgKcrIXXHF6nYGVQ8dXr1LoRCSnEtOMDbLZpZaVRl0KSyAUqRFkNjx5Jfh4/hM4pVI78+Yc9xtTPBGSOLxnN08uhVHZ83ZeJIrTlBuoor272ejSMh0Bdt7GpqKOmxZzCNl9y5o4DgkSVUeBXl4q8ErQkEUgObn794ccZ96cvaRBEIcjOwUSga4ZEBEkFZUZSNy8J8jsQUQC/IJ33txawnEjc7e0JVNhPBIEOlZJvyCWV4JEL0L5G7Rxbg+Z6+bUcBSMfiih4qAI4miNGJXukSM3nFhjuAchKm98BB4nB1j5CCVnCKZDoqvmFAVWuSB8KKHcobBBqB0OGtllqMe624bW37rDrjnVvVVpp0opoQIkWHMVu8a2FyvznKvv9UpQ6EUcOYQDGxDnNiee4iaCOPpQCCtDhrEbVWQlo/EYl6CWFaD7yMUqG5DTEg3wwA6qSHXQtoMUqRPvqK6ph9YfEibhQNmpMysnfd0SBCLh1MdXA+gBsT27apACSRyYNBPhbIY4Fc7FbPhKScsBeBvZtFdZUYoThsBaZo66XkoGUSlKGmhNmIRDZevMMnS5JQjUVpVHtAtGvLlHSlhPnQA8DgPGfItxPHE9+KsAPDzNDtxLG98KOGLD+Hj4CJQzyASeSwQ5lklhRBIm4dCpQXq3RV+3BEBNiy7ihoMgymRKeiEy1X7/rDiwNiGgR8LCVZkwgZYZyEs6VzsWN4+D2PlAJiMZwXO1Lr9RUEmABDuUowo0LzkxEmzsRR159JxLJQGmDTH0aUmTDQGG2Hm8p98DJXS68gZ8b3ORfeoKAEhklNHx+VWBJCUKJnokYRJIqAtuVmBa3BJszEUbucfPkXQayCIjjnutYUIC+v7JdOUN3KmNCYFHHIEtRnXnJJciQgKnkSKwf94vwcRadkPwcqpCHHXNjPR1wsjRNVAEZPwZhRqS8hJciEHxryXNg1ZgUkWEBCdpnpiKOH4JJsayS3KqDPKRMNPArG+R7LEwiJZvuDZ19KEpOBcINhlyhuhTOCVoHFMBEynZLcHmjPE3SCIDLAMROwXC244OXMh4cwy69fUgAgFQmRYZglNCMNdL+ulp3B2JDwpwHPpRsdYmjWcccBfsI+APgh1pEk5HwnK5JZCac0/klCyqqqMx5k36WHq7H5SciFilJG4s6qmc2hMhn0y5LvDX2QMCz4ioFEbMb0l/mO/cRcEiG5F4/PqYiL171kEki+S4BIG1/Y7fzIp8+JsFNX3yTgy3X/gpk3X+mVqNFa4p9Z3RXiqKmmo5KZkQ1zwp+kDJyJDHoiLElitfHspE8DXOFnlgAFbGlGmYVKCdBKCDmplZ1CgJ42JUcE4JdX9StGnRcGwhkta5jkxKLJAWzsvR6eHZYd4BZChnQCqS7o9fgshlXRUTMgplbpAmkex/X7h8mZMyCrpRBmUEthWBXUeYHqhE4VMhJThBzbyqYYUEwPQxggnSOmnujwC8GgKla0ki8Oa0xbQRUEF15zy4Vgh+rWNyiF6cyJD4JIBQjrIbb4uKkjDGsjMe4qlHPLU/9NFxWshoOJTFvknS9XDhAbleQMmFYGWgAefSWHbHCvfEGyCYU2yj42jPRxESvwSbJtMj/5aMkkC2+vXUTtqwV7vgsjHcnnbloSVCIKs5F1OPp6stRPihE2ivroIjPgQ8td3LxrD+nLCxMg9tEyGPe2Yx9ucBEr6jZ6wjZx2qifHUPavDRfQyvLEvlmFEtHEZcGY9ojHxeXu4BOGdqrP94fjKQB/EaToVkOEgHJDnrA5bDN5T3QceUxMm4Uwenc/08jSYTkVJgJtdO2lPv2x4e5jiiZOtdzfneuyxVwdv5Lnu8VFwIoRBUuTu+XSZu7u1tjD5cjzohHkd8cDKwJDqWyzNnPqV1Hj277AyxdS4mRq7IjEIpF6d+0OoM1dplZRgxpNVeSMkHPXU673PQr7auHkhSsKcUn2MdtIeOQZZofDQdeM4vyP7EUBDiL5QUYuTw5eh3azjshw4Hx4Ub3d5zyw7TSVT4RZ2C/yVS8J39nqbyI8RS6KLXLpjyC59tAnypIhWHGTxLYY9YU72YjJZBcgEXTQ7gkUQrgtMsh2mwy04IyEVV4SE0VXrTeW6dnm3dF4JqGGKJ3X6yn2hckeQRWHxP5AiVRKHapKVFNcliMibIqf1skVbSril+lrY1usBvzh+6gHtMBHQrQHtUF8REqaK0ldGNZkJuCQg9Mcojk1T4rP7yl2TnKFXk2prE3oj/9yi75ggW2SutmXePE7tmE8E5641/pGoqikUb7Ir2/PSuCo0LzjbrkolYHql8rjkjGqLS3Bsjs7yvm6xfglRly1qr/nt0X5TYhDurW/x7vmGe699i3l7tD+W0dpx5gnElVcJrswlnvXyKtGVGSNmvcAKcWWm0WC+wAp5ZY6JtideYIW5MquoabStPyuxwl6ZUV6hdlpTYgW4Mrv4oQhLa8d5xQ+lWFo7zgSHBD/tFbfDUuD/rw+2/6Js2sYsRz9kltKWQFFwrZW5efBIlscUb8c3Pbfw/x7eXAJlTul+keMhz3zyMZdA0WnwtdI14LXyNdC1defbddsj8xMawLV1x1658G2Pc/oDGuy1tce2wJefU+fb9QMCrbXWUircPmGuMazv19a3R/l+XTdJ4hOm1jez3AZ5bQ64gIxqfLTe7pttlHkZcp9y3SE5vT/1M5kGvfshyAnpWewQ1wBmonP4y9/OnSSpSXfsxz++wtQvmlpmgQdfyKs8DUugtzD4H8bhFFg8iZ/9kfuNL6cTji5DEF1bXwDL+2Whob64sOkGfNaBG/UaO3Set+gL3gbDumc6NSFy1O5Ij73plJM11e1+fiC4tuawHlV2ii4n23c89dKP4Jz2D6WLbDZnELiN94R60+ZI/5A+Q8WEionOt9bnBw4CSXPwPSfOMKCZqU/3VjX10gtwX8dq/GNbR8Wk4fbAVz7WOx55TP7WSM8PZLk/1b9sUckOuAtY0yn0Zby9tolOz1lDl3GZm/9Ug3tMGTbHtM1I76RDRtkZuY+fsOJ+otPWLF8CP6vRJ3VqW8U91LkGVEHpgcxgQFSQrBHtnKscvRE3RjBjfzrJbxlxNukzCus/xfythd+a4q2HDnsNPi15gMwCbzOOoPdkOb6hLOSwL3IfHMLSB5MpWurQ1edKCLsKOGXECPsUIx67+vXcZO/2jS65iEa0hR62RcK+dNTWTnDegnj6fMI6Tr8d8eDoSsEUIx6743XI5l3/VELXCOsqdj5mv4TzsSdUQRsi3DuHjU3u45/A6BQf3mjUz0fxyBGHxacBFOyRzGbSIGJQ1baA4WzxlyWGl7XHgs9itPTEzQsinrrjx6D3lescesRyFc7bAAaIsD0Q2GYnwuh99rBynJHV49M4zgTwYXFvvwiSBul7P4IEQ4qKwFX3y5kL1K1KSPjBkD4ouW1xvGt/rnM9d0R387K5l2XxkhR3EscKnaYqYHVTRPZMTeEnMJqHkdXjnl3D2RFwIGg2DQIzD8QJaPYAiWrf4pmhedxzM8V4Xkny9kTV3B0/Br5L/bCDxIvPfRTTITBwg02A1Z2R00TDX3gDneTDGw3Z5ECgJ8caV0z45qENotLKChDJ8u2ddZwHMBDe1LIX6Qc/WmCrh4C1nNTU6EIcxRLB1NgLyOTCtHUGyOqWyKnUvuKfwOgkH95obJ6Q2ScBDSsWAShBzLx5OCacD9ToOGgEn4LpxQrUHwz8jei65IMhLf7gR8Nd+1MvvZwesvAkZ6gCyI3C3GkOkiNq/yR0vc6p4DBu2+LYPCV6BHqg/7tXOFBnfwPAX7i1EY9gVXMxLFoYO5sAwTZDOBUsyqhSrGvfOhBkEc4TMsdqTZeS9tQkos8SkLYZ8o7tELS/W+S4T9mndzI4KxKap419cnq6/xxQwungZXmYF2C9hbtwqtm1oYWKuDtYU3lV0t0DdlrBweUXkHC7sV+CLKx5PDDZyFiEJJqIvGPXBBsA7rx5bw6MT0fn4xunplcmZjAL/LoGvzIgyIrReBQmu16TMTBenQcB0BhvjU0Q8NCpryTbWNAw32gQVVUxpg8G2vZMUqlDhqnAohr6lEmnRSS/CdBb3wNKHHpKKiNFkOkAgepA5yIFG1wyBhfg8z4dl+4BiBK7PQ7G/Yhn7fpnSQtxzG3qBVe2L5JoakiXOezGLUTYBW5j0iNKSLzh6xK0agRGNRBUXkA84Nxlw1Q0ABCu2uPFtOdHoEwmF2JMR0C6PRV4cHifBFIaF8YUEYVAZjfRQHcki8uXV1Ijd+cmBBEumurQP+gVD+O5nSuxgkqP2ycGbuWbWSMgbS8CqgR8+ufYOAKjCs+SBzmU4lDgCxnpQG1s7Iji/lmGkoQGXJWf6588g+tnmPddiZkA52HRt00MoiWCHivCD02fLC0GEZaEhuALmYuxuECwtFgQry523ZNnqOTXMu6mcz09JAWOa1OF33tkAuQ97tNGQagIJUAlcwCVFMh73KNBXX3yIe9SyjpBVRwMtNtyKofrtmZnJw0qflT67IKL4U20XI0GXcknTCNMHod1AJDItlMCbyXEo9JPBZGwPmeC2leLyisTQSasl3LbNeT1AupFpLwFofZKpPb1/jSQGui8B+qFUf8PGORpIJUdDRt48w5DxkFP2tw2uY8jt+JpOBUY6Jn5ttjNL3e+XYrAKyfiy4J1he+HO0MDlcLeV298tJvcEunXAGv4ZKL0AeJ/liVARlr7GqA4JxbapntAcgOxPtgI4yF3QXBTL4EyyOPRBNiEcYFJ98CvQ9CqFzyQlcah5Y7HhYB8LCHRRfMO6TFSjZXsXNT/zRS09HDHFhgV7vmhUwMLAUlcEmwRg3phbDYFmh5uAyfTRZ0fup7LCUhpC5WoEnLI4qf2RELbLe15D/16emj7jNrmaeJBHjHtdB86Av0Lh2xAaLth6A7q9DCGmrbfK0k/TC4dy3eQy+THRW+MnIYTFEZEcpgpuo5hE0OydhHGTudQYOFbMLuMSbGFDwsnqMVmxpAkhzHUeOd2JLB7DyTH6ml4iap3KETBdt7viWgf+lsU2ScwOhEW+2MwrokBRUTHLsihBUh+4eAPfTm/Yh1w95FfBpFYa7swMXRXOG7hI2Gu0gWVy7IAwEHwtW2iDbLy3hAz3pzz170UcY91C+ROEiVShtp7S/WKdRhdvphfm6Vs95GcrXVGmrO6TArXOU9XcxU9eYikJrlowuCgjfNMFehr7YbwbrcHOp2b4SsE0RMwheDP/WS6sqcFu6ICy1DncmiNw1iZFqpczK9CHjXCr3D6kGEnF84PExGCb8db7LWPQZ4BmnMTXgG4TNY8YfCQc30StCW3RfSUep3vzJnx7lWln8BoIYyLxyfTAnwV8h6JgFZumBw38adgeimjB/Ry8YrGbpqy/8IPhrQQxsXzIQh6qRsDfV280whPAFFvAHdfRE/RPVVKpcm/Tc8LJjZNtMd2lC+T1VqTqt7aWce/AC4pjpTbIbOdBMqW4w9eSN1obsPwBF1xOhnWt0TIYSqYP5Zdek2CEe4Yv/G0EPj13lUll7AbXSUX1+2ddfwL5OIJ3LQDssRQdlk2RnwJU8Z4bqHZjJM7WgPoJLU1onqfdbgG225iBIymAQ+B7H2fEoK1F5f9SqGPQhOoNl/WZwsWs8mvoG5a8sGQTgNnzGFvHYz1u/4LJPS3egbP8UwAWd8XIU++K/F/JPgERs9LEZ+7WOGHV3qUT8H0woT1ry74AEoT/wehbC0+GNLf2cH0T1BH1j83/Hq0t3zW8h9vdYWsf2ZjLSdbAY8aP7OxnpPtcvqhjfWcbJfTz4hYYFG3N8hX+dDGunrULfJ7n9tYbN8Kf1NRbGM7vBT+5pUUsYst8GLhJ6qn4Mb6XrbAn/DKobDI4fDK9vdDLi78UF7k8IptfX9jhzIby++Tj3nuP/af/Wf/nfuP/Wf/nfuP/XfuP/af/XfuP/af/Wf/2X/2n/1n/9l/9p/9Z/+5a7+XW5hC4fMDb8sl+MBnNym/nVv4SyjcHXhHLsEGfJPy67mFUyjcGXh3LqEO3Nmk/HJu4S4Ubg88kUt4YuD2JuUXcwvfCYWPDTyZS2gDx03KT+UWHkLhIwPP5hJsoG5Sfji3MIXC9YEbuYTnB2yT8t25hU+EwtWBF3IJPnDYpHxzbuEUClcGPpNLeHnguEn5Ym7hKhRe16G8PY9QTwaaP7LYK89tCgX/1MD78ght4MI3Kj+eV/hUKtwc+GAe4ThQNyvfm1e4S4VnBj6ZR2gDvln5b3mFu1R4VYfyWA7hcDJQfbOW38gp3KdU8NsD788heLjz+Q3LV3IKd7FwfeDjOQQPdsmzafnWnMIUC4/rUN6bPzicDFz2TVt+NZ/w07tiwV/MJHugvzFQfePy/fmEq1y4NvCF7LFfnnocuLZ5+S/5hJtceE2H8lzu4LloN5ibt/x0LuE65YJ/aOBzb80btDpw4Wc8orjxx4Lhsg7lA3mDQ3TrTVx+Jo/w1RQMfiv466yxY57DceCWb2S+I49wjvmSvOEP5wzaycDRN3P5uRzCfUoGv6lDeSpfcAyaZfUNzTflEN4TDa/dHfhEvuAQnGgT29jL9o/kD65TNPg1HcrX5wr8JNw2+Mbma38zexxi1Skb/MVwI+E5Y9Pg1Td4+a7cwXXqhisB+nU5gnoScPRNXn4wb3BM4eBXNSjvyQ9cnAQcfLOXn8wZfDalg18PePlduYF3fjrAvrTh+dpfyhfoKR78VmDrviE3cDgJd8ez8ct//d1cwVGnevCP6lC+MS9wPBkw3wLKd+YKjq4fLr8UXm35gHeF11+yrWAJ/748wdH3QPCnNSifzgY/7KKeBDzt20H50RxB9b0Q/Jpmhf+0Ro3w6P6o4lJ9p59sP/LB3nme474eRfzl0fdG8IuXNBfsid5Pwn9xsVUs5d+ZFf6f43f6Hglu4f+jn1j4xzp4PIStzy77dlH+a0bYTrj+V98rwf3WSVg+vOBfTcOhRU3vlm8d5Wt+Ihvs//JrfN8Ev65h+cIHFvrrtWyH40mI+TZSfiAPUN33T/CrGpXPPbfAzwhEfe5zJ1E5+HZSvisDnFjBduF7KfiVFzW+wY2Ffc6pDjfiW2i94ttK+drF/2oaLsz3VHC/dlfj8vH3L+ZB5Qf/ONHY7h63mqX9m352yaPf5L6/gr92U6nyyQ++b/GOb6nt+Emyod0033LKdyz2MwLxM+a+14L747dO6PLyC88/++QT737HwvzUELjVJ9qzN174DNPEbh23oSX+Wxf5Oae68C/53gvulz+ki7xcmG9J5b98/68sa371++uXfC8G99euvbi0qUfzbap861cW8yZU2leG2+8fkPrFr99ezty2x337Kv/te3/8t5cuv/VjbXgfc/ZscPdXn7n5qeXLRfVXt7el/4v//bt/6Kd+/pd/7bcX5Wewx+uvteNP/dB3//fgvWDdR6DI8fqVq/aRj92+c/ezy5LP+53bx3r96pX2pUcYZV8BiI5z/7H/7D/7z/479x/7z/6z/+w/+8/+s//sP/vP/rP/7D/7z/6z/+w/+28r4H/VEjf1f9qqQEq3UjsrXd1YBEktjbIyqtQNltlaFqUaU1YjOen5y62arv26RmkQC8Z8aD0rGlw2lpUti7Ki/X0dVHQlbLg+9TpcLWDTmZmyOmopG26ioT1F1wCU2aihYhtcqcGGD7VjdJOSGf1wp3+UETwSRnqQrMr/viBMHqWAzGAN0orHFMZb1Sg5VQ2PW7XCitGaQZNezVZFP1ZnhZdjlGsmnSsCr63SKC2nEiIUpYai8EickZ6cMAwkSySVkKO0NgXjVgYl5OCsDIvVuuId/OBx1HAzve68TTWr4d58Ai16VkIqI42CllxpcR2IhSCRgFtYTAkVkyBLbJKUyTYdFHAJKoCWw9cMVHllPpzrOGaMMjC/iodrVL6Pmo2DGNwRBqQWqqm1KtUtXmvYjw0EHStTrXgkXgk1NTmhYFVBlqi8aOzLFdiQYyBCa/yP6IQpobjjawaqPEpMLelRDRrTHc2S87yVVjPrMCvL+vEIVo1ZJeWDVGEkrnQOkrOSZsn4kEyBsCtYBcBvFVhEladay3o75alElzcwS85T/xPpdkloOUDPvPJqrNI6MSoaCezqU8+4JCY6bMr5I/Epq00dVMwCVl5Z75hP0GdCcrOkC44hlOlKSRi1gK9VwL0zxh7DxZEwPfOaGBXFJFiP4FRXQD6UMASs8vZK6LW/AhhbwsKiHcIIoTJaBYLAbzPiJZEQckejimIitCdZe+HCBhR3ErQQeEixTj2xckV7X7ZLWMNueCkdp2g8pJGYmY6IKKakcOtKmgSm8kqBL56hdtEFcupsT7zWilKNK6MCRzIN8JhSsuIEpwKpvELgK9apK/oSWVjam5P7qqlbGFjlFQJfJlo1ZhCLRk84BMe/1HWnm1/Qyiv6vTZLxqIq7VYVcOM19qoVhLWv4yGJZAJ/iGJKiTqnOAF45ZX0oLeVV5kJO8v2ZXMH/A3STZBu0uh4WHrwyivpIfG7JBod8FTFd1uPWNkJ4gyM3AngI6KjgFdekW/GzAz4gx7igjt5xbE6EZJEMg2sjscqKYLKK/GB2VZmpIWZ8TIgF9yRVHa8SR0RaSSVywGBMjmAkcSUDl9x+jscqmbQyiv1UY1zqJwXRXaOuUJ8csevEKxI3XVEhJG4MsNvBvjUVMURxZQOpSuknglNgEorr3ZlvX9W4wN8pQ6ElbP+xnrjWmNFStrXrlYyjFjb6KCRkCspgRhmlYQ+AFgcPKak+IqIu6pJ4GoGqDxm5aGs94OqSU64Cef9vaIC48NFgbRVHxksEuGLZ3ClEwMjiikNSICmjsLXDFR5ZAWX8bYPznSkA3uJQb0xaXE73jFXQJtWHxs8Es40d3RclMbawUhiSoorXQUwfM1AlVfuwz0aBLLqqjsPrzAc0NEBjlkrF8Vq0DY6aCREOEG4HR/XKpaDI4gpEXTccWXh8DUjqLxqtir37QkTst3dbP6KoJZjz4t3NbNa3qYzW/n+NH35l2Vt4i1se1mbaHN6tchN9QI3XfVZpdD9/lWe+4/9Z//Zf/bfuf/ollrFe66stUBNNVsJqWarsjCwSVcOQ906/Tp/ZZiZ6ZQO8ERXfBAavVLLKpIjCMIMOPIV5c4RbJXUSR2qpBiJ1aSomVUYStgoh4AlMOed468xPoEcXLFZ5aE1FTKxpFSVzBDCxokd7Q/H/DZl6+VyBIrNVIKtCpkoz1iHADv2AYZD32GSAr0lrArLkZ5uKw0vNKsalageyphYXW8sLHw+MILh4qR7r7Ac9EsZFRVNmQaaypjYlBhLMi9bwy7zysI79k4oB1lLYC5QygiPX8hE15nVECfvqzWInQax32ZmIjnAugNv/iuXMkZ4AZNwIAeAminr5iOXLDn9apEw5MyqVeF858o69OoOw6nA5ECsMN+uAKSQ8iU16H9miE0z2+0cgWyIpHKk24AgFR4wC7ICqBI5fKc5oqTwSdgBDcwMYhjXHQN8mSlDmg0IcmEGs2lQTlQVyEni0kuf1OBbPGqmst5s5pNmAlGJPUtqcBFMiX5xOQbQwXKQ4DQhq1ImHnyLJp5lbDaHkloVo+PWIExwa8KizwlexMSjH8hZZ0pLZb08YLENFWYJ7DahR81s2lQhvKUvYxJ9i4KapZw4BWKFFftDtcIOnNFLDgFfc+jBOGVMom+xdHRnuZLAmyqB9Egg1yeo2GaA6I1c8FImTkyM899E7zeLmWlyBHKI2bVgZUSRHGhVIRPiWxxKjqr2kajxAVMBkCLJ2Xlg5aVM6G+xdjcecZIa0kfDIOLtbDJlNBWrM8nFTKhvUdY5/nlR3zdEh8P4ag0KCz6ipE6USlLDwrEK1QRRFzQhvxVCzob4GH9o4KJxBw5/omJw8CeNws8lZUE67wcQnYVNSHcewsyqmSaGtsYyDCmTAQqwlkZhPDHnaHXwu/wKAWG8caiQGEA3XcliZhUByhIRISwH9O3pqQOA+v1I3PAPhi76NMjADntsgA7rQRwCK4ORLZADzdY0QNq41YgdSr6K4Ay5WccAjc82FCXkRgAd1kgWAFj7zcgWyIFiXMkQzLLzu5QcQM2AQSOIf1YOSBfECh06jkLGSkkyqRza3PPpk0LGoFwv/T6lGsIJM3MGWqLokGJpXRhQhzXv1Csvl/osmgSRwHISffhOTGkkF1NK6zH3KTngaUn3nPDFM6C6FAlZ5esekzrfJgpsFRECyQMX0V6lyqPIaHPEYtfKAOjqgr5zbB6aBYAvK1xOGue+qp4Er5zU3UpeWTrS+0teEDEHp8u6Glp7JD5wQyUgwGssTiQH0UZ9uk3k8J8gk2One1287T/7z/6z/+y/c/+x/+w/+8/+O/cf+8/+s//sv3P/sf/sP/vP/jv3H/vP/rP/7L9z/7H/7D/7z/6z/+w/+8/+s//sP/vv3H/O/cf+O/cf++/cf879x/7733/sv8yJnZWFUGWdmen0WQ3BzUSFjZSx/WdW2u1osdJuB45qZhV+SIJKXVBfZtZt21Qzs2WEOJWgGEUTtcIC0wmzMe8v97ewwXQ8gkEDXz9nbMz7y904fEMxORsyz8xNxc1MFmYUM7N1bSgXjFSW2WYn3XmU7m5gx5COLQuKaraqj2CIejS2cbj7yx24m0gB7nc3ObNcHr2wCum2cXbn/tmqY6i6C4hFZY+FOjwq1YjamdnOHbB7H25X91fozOLHtlCC6e4cMlG1Dsr2V1gpsEWUxNQuWFnQDnkUqytFo/BIk2kXydKV0TLcndXDPyqEkpRXyDyzFI1BK23KKrvag4s0ujgS7gqx0SYROczDI5FCUgblDZDGwDebjk1CHJ9qBzYvuW5SkaTiiNox2Q44Umj8k5F5mAWsuThc2wmRtAdRix9CRoJUI4sidb7qBF5zOqwZH0Gl0VUjCgm/W8Gpkm001Vi0OLlQykRQtR8EPDakLlZmggqTZgysO1xsoFJy91Ro2GAtBtZHp1eUgkElfaewW3WTbkVZCa3uSakr0oZwxH33ELTcSqmnAkRczqpyRFJZP8SmSBxDkCz28RkSiQGFu0LsGpNUAJoSQWOoZBgcygjiZXgC3VVYcbJWm6aF47HzPIGkWADqBIBbfAxTZRBYna86gdecDmu+qUGl8VWDtq1kdyvYl0S0KLmgUsXgAo/iny5JKkyWMbjuuMjJFiKj0LDBWowUtPHyUJq6Xat/RvqDtFSji3IPiyaAcS+VU1/phytGEAMnZoWG79IYAvHsYzkmEgILd4XYWJOYnDFQo6lcxZJmRLmola9WuW5GEYKs1QpaeKLYeZ4gEi0AOj5wi49RJngEeZ0f5/kqy0+HVd/UhqXBVSZqL6nuVmhpNUEztJogueyyg8AJjJvPOiC4T0qUsZWlqm8RxYeNVRlpHt6q0gvlThZdcmqo9qyEupXGBES/oNTIlgQ/iZJRmVxoRwkisRhMYYXySmWIklYBk2ECkfWshI9oZwVNzJ84sRbxJlfG1MUYWATWbJRLwopqTsFPYlqXXDcrFKy4SiVR5qJ5jYLYeR5dE7VgZLopcwI269FBWzzfZulmWGsNldZaa4I6X+Ncef68/AMKKI1dtET3TIK7FRpSWhU1wxo3qxTJVS41EmqsNgh6DZDcJ4kyJqg7wXIqodCwgVsMoI9C8vAmqLedJsCHJjOrian0L1PDxwaGVYdGQT+aMzI01E4HQt/dc2h1WiEdfkUzBGgAHjgVFcnZEEm4YWItwk1Wo/WMxaqTVAbJioiUkREEK9cNZMeZikvZXGR1TMcelAFubWWXhxWdBkF+xgZt8SRxHQPGRrYgLTmBX2L56bBqfISXpqKQBHcrNJJKJhXRy3KC5DI1CkMtqUTSpwtUYfziIcqYoO4kLURA5WHToW2cQt54zfgsdLtU1OAOeGWmQvAHNOQe3iCtoKToYRfSXhl9lXtEZzJUgUg68PGYMWNUBMxDOSqSRhZumFiThJmEVGt6WHErvDIYPSFc/afQbZVxSCBIcwGANcpi53n8QNkSNOuxQVq8rM1WkpRtZpFFX9g14yO+tCoJSXK3wrLi77xECVBRcgWLrKSJU811ukgqjIpAkrEEdYcEJKDIsBG1GBEpHt544baThOgXudFPSkoNBWH3z6HnQEH8w8oFdg1T1GHxYgJZaZwKKnPkQwUmkrUhsnBDxHqonjwkTw9ek5xARfRY5VIi1c0KFT7uiytEpFEQO88TworRZIJmPTZgi+dlEuKUJUmdL7Xi/Fl20r9cQA7SkCR3Kxwrg1oLaJ8Fd0krwYIpjomSXdOAlXR0krjQjEnrThBQFVBj2IhaDEPq5YK9T9+ZgnxQiz0RBFD4e2fQtMj7SiUPS6R0ViAVL6uID0yInpUKPnLiIkmE4YaJNUmbSWVXoXQM4GDjoGBvYqw8gW5caBL0rACINApi53lCYI2TpFmPC9riBU3DWJLk+6XanT8LPsD2pfHCRfdMae5WIr+peNXWWjlkycUWWQ5UUR3ETh9J03BJxsR1p9hdjIAaw4ZpMQlJ03iVvUvYVUJkeszM0kDetwI+fhQqC/kYl+4Bh08jhOIOiEIgkkQYLhcbhTCk2KGMDpsBVgfuTVhS6E5DksdmkUZB7DzPCiTNemTAFg9SIQR1vlDz8+dlH0j70oBGQoY0zt1KNXzph1ufKLn4IisIgqneySNaukQZk9QdpqiqqoRCwwa+35AgWy7wNO5SzawIATUhNXRQ/OPQJCAfjXH7pWy0Yir9fFLBA8eKEQnDhDs15CHZFODrcSwo3eM+7ifZk4ZIoyB2w8kDoJr1xMBaPJMfgU4u31Ng1fhoV5ogW5KQ0tytRF/TgFrcxdDKybQnYtWxZRycRZQxSd0JsiogYNgUIloudsBwJ+5w3VGUKTA6bVyApG8LEKddhQwfEUwakcJwVyMMKXYsEwPYCWoqJLrTQSvXWvGJSKMkdu5kAZJmPTJYi4dZIUjqPIkXP/j2pQFuDA1JgDOEIYqbIrEvsWQ4DiooTlwqAP1iJNmAcAmARsL1pqTEsIFbzEjojhdpO7DgxzhEySSgg2UlQVgiN9ZRmjq8UwoUiWNTxkT4dNDR6abwuB/tT0P0Y8UaFSYfhU0QrMWL6BB0MqwaH8tKa0wSkvxuhapeeeVOEUXsfZ0nRHU3bf6Lw7eYVIiWi51noA7CDnx8XMEit05QywYOqHKBxnkHavHbCqYCVjZVVohw3TZZ2Y442FBO1O+slHFrRBBRLLhIBmG4qxGGNEGwFyKUDIHuRGC/4oYfp0UaJbFjJyuQNOuRgVp8UgR1nk270iZM0MSq8CtuSpPCoLIBKTFs4BazM4pOHCcY7y4e3Jty+NgiEUkjDPdJVLwBjI3YongqJLqTgJl4/CLSiMTud7oAiYMYGajFJ0VS57kc7UobA01wtxKKMknjqbHsxFQ5+K9mZoCaFE9PkWEDtJjR0Z080GfWrCYD+LhXOdjOstSbQ0cszGAsRCJJmHCnBhPSVGGbzWgQusdBNGYlqZk2JHbp9AlImzW3afOkIC2ehdXJQdT5JFg8PpqVtvarJQkpyd2K1UjJStRiJsnKsMkkETWzREjrbpWWIsOGazHpgJeLnT58ABE4GboQ9vEDQwMSX4CHH5H2FYxOGR3A8zUdfHR8YngFkWvExT4KZRAkOilIixeCSZoMq8bHstLaokMa7W5lZRPxrJJFFg0I2eRgXS9S3dlI6o64T5wmMw4TeEJED2+7e6xAkzMZahCt/EGOUpjC1rGPTIzsISiZSBIu3IfBh4TJs7Hhm81YULpHf9yXt26ZRjx2I88DAJt1iuagYpAWz8BXIQtV51Ng1fhoX5qnDCnR3QpxETTDdEgWWUHdsDF100YUgCRj4rqrUECKU3HYJET08La7Rwfdc+s0oB5Z+SAx3PhHg5r0ocgde5rmSoIo3PXIQ6qBaBbMvNQ0KJ8CTQisewxqUioLHjvNswZhs+YXOF6GpD0ALV6Y344Dz2uQVeOjfWkdxUocUsK7lcoFildPTUIV1SiuhkrdiFAxs4rQCiNhs5q87qA7qIovBqWHTRUjaby7d+APThromxA1VkSpUBQFHkFEdgx5yNNos2gykSSycJcjCwnqclQjU8IosjQ4VZWRQk0HrjsZWKoq2FRFGvHYeZ4lCJp1muVP0h4kLd4NiYDPC17nMVZ92dqXZpXLliikNHcrpBwV3+FVEyNYZMHWDd5PjgekVy1AUmFUBJKMpak7q0xiBItBkWEDtxgxksa7iwf38MI9fk4D2BqYA5AKFXzEZpLC2xk6JhOKJEOShbscWUjwES1bhz3SSwEfa2sgMBlj6OYqjk4inTdANqxRGDvPAzEZ6Zq1Agc9re5ge0BbPAnQsJSmk7WZEKvGR/vSzJTRJgpJfrcC3UWAFR1vcUdMmuP4xlwlnYaxUSbkEKzCeP2SjMnrzg24A5csBjWGDdpiAIxD0nhBuPqpu2p4B7wukknhxr5QkYpTeYUKRBsliMiQAtYhicgahbeqcLgLiDfZ0XKQx30LBSWA0Mq/4JVkjKAbqDgyiVQWHQXVKIgd5ZH/coAFGFkjwCpQiVqv7pL2IGzxfMPiAhgiw+s8xJrx0b40NrvuopDS3q2s0Hswi8Mxs1R4R+cGhRTDtsCxqUTyzSxCUmHUMifJmKzu6BZC1bdoMSg0bOAWA+gjEDy8iaCa604Yogv1EDYxqrKb6cXxalD8QmWApi6NSI1TAOtbTpLQqapgqYxMMXAU1ZMxgm6g4hLKxkMUCHIE9dSCk6JZi4KUtAe+xbMwMVQgAMXrPMSK8RFQmlY276KQ0t6tVLSiqwEvVzLxQqIdhEpWLHQMBMunpqowd5dkTFZ3WAtRdDFYuzsbuMXw+ijwxpuAsBJ3zIAfsatPBswprNwhQIUpHjE7JBWJRNbYmKDhhrPIZEfWhHK2iFaEAzQbJr/pGFF3lXhHrQ6DakRj9+RhpbhJ2qw7oFWL2wPZFHgdHRqjRsB1HmP5+IgoTb1yNSMKKfHdilLNBo6mhsZakFxwkYWg5EPZGRunc185vAruMSUZQ+sOrxmtssWg0rCBWgyjDwBuvMnw3TXcu+iVs1b3CYGdmQ0QRKF2aTIEsMJFYv5khYYbTahJSI5q5R8QvWpcRyLg/GpXPSWj67YV2LBQ8EYIxh6VB1iAETZrefBYe8BQniAGMkbW8VSwzqMsjTKmtBWZX/nynvpuJU42Gg2x73MDkwukLIoSoxIBYnpGgk4TkfuARBUmyRi2NOJitZMuBoWGDd5iAH0E6MNbEuqw5rTbwhZXOIc0t4V6QNysrWAD5vgRU8fgjjMrM/MFwcrMNmyLL+WAzS8JzGy1WVv8njbb4nTO2Uzzm7XFF3IAn2k16yy5qQ45LvGwCp+Kb3VBUM2sbtYWX+KB2MjtkvijruqGbfHlHjrf1tgSW3yRZybcu83WxlbY4jEK3R8EgnP/sf/O/efcf+w/+8/+s//sP/vP/rP/7D/7z/6z/+w/+8/+s//sP/vP/rP/7D/7z/6z/+w/+8/+s//O/cf+s//2lPypk9eK25j+qb9w8lXFbb5K//xfP3m6uM2FHv6x/uHiNhfa/rneLm6jJ/aW/0ePhW2Oeqj1H+gfL2zT9KLWf/enC9s3vtD272qt/1DvvFrQpurJP3zLUP7GyYsFbar+jbcE/Me/cvJiKftqfVH/8n8Iqf/6z538iT9YxMaa/rV//Za4/Ie/eaJ/vHz9nx6bqv3nSpZ/9GdO9PYf/oNfXar+n+rBLvREj//oLVz5D3///z4pXZeL43+oSPmX/+Rv/dWL/6NMXS6Of8v/RSVKBQ==)

Qualcomm AI Efficiency Toolkit (AIMET) supports advanced quantization techniques.
Depending on the model used, you may need to choose a different quantization technique
for better accuracy.

The following table summarizes approaches to GenAI model preparation.

| Feature | AI Hub | Jupyter notebooks |
| --- | --- | --- |
| Automation | High: One command export | Medium: Step-by-step process guided by Jupyter notebook |
| Customization | Limited: Only applicable to models hosted on AI Hub | High: Full control over quantization and graph optimization |
| Target audience | Users seeking quick deployment | Researchers and advanced users |
| Host system requirements | Medium: 80 GB RAM + swap space | High: High-End GPU like A100 and RAM + swap space |

Last Published: May 14, 2026

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