HFT Hits Simulation
Updated on Thu, 2015-02-19 11:44. Originally created by jwebb on 2015-02-19 11:44.
Quick test of HFT hits in simulation. Produce 1 MuDst, 16 events, AuAu 200 GeV, y2014a geometry.
Figure 1 -- Plot 1st hit on global tracks. HFT layers are clearly visible.
![](data:image/png;base64,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)
Figure 2 -- Plot number of possible hits vs radius of fist point on global tracks. The line is at 45 hit points (i.e. the number of pad rows in the TPC). There is some inefficiency in picking up HFT hits exhibited. Further study will be required.
![](data:image/png;base64,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)
Figure 3 -- Plots number of fit points in the TPC vs number of fit points for global tracks whose 1st hit point is in the HFT. Points to the right of the line indicate that HFT hits are being found and included in the fit. However, it's somewhat uniform, so we may not be picking up HFT hits with proper efficiency.
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAArwAAAKbCAIAAACYcc6aAAAAA3NCSVQICAjb4U/gAAAgAElEQVR4Xu293drcuHF2PXqvHJdndMVnpG1HI2c3OprsxtHIB/bNV6OKyzAAguAN/oDk6g2pG0AVqhZA8CbI7ufDb7/99hMvCEAAAhCAAAQgUCPw+4/X//fj9f9qDSiDAAQgAAEIQAAC/yTw4ccL0cCcgAAEIAABCEBghQCiYQUQ1RCAAAQgAAEIGAFTDPbv/7MXOCAAAQhAAAIQgEAPAURDDyXaQAACEIAABF5KwLcZ/m+z4aUMSBsCEIAABCAAgT4CoRv+LW3/yy+/pB+Xvo3pzZZq+wL4qd2X1Q76z/IKb/t6riYbqe2YQrUjrbBNvuFzl3Fv+KcKAhCAAAR2JJCe7xrnvs613XSDffEyvz1h57l4RejyaaadfLWv0iTrPftYtu8v2dFVyiryavivVlUL+9PpbOnhWeN402/Y2ZJmEIAABCBwFwJ2LugMtfcrl/0eOzve1Oy43o/zvCnBaDxbPFoWWEEAAhCAwFMJ/MvtiWqSPRsXcYk8eNorL7Wz3v1jT0jVXNLC0kmWhX2MdNL3q56zBmlS7rCaRWc8WbMs5q2xRfvST1lSOu9pU1pRAgEIQAACVxFYXbejgUVYntNz0VC6M5vURZmn1Won16yvzI93lPXuH8s0yqjSkrBKu8g8y1m0u44s/I33Us2iJ54I0t/sFXPppywp0+xpU1pRAgEIQAACpxGwhTrtq3PdbpzTc9Gw9Xzs0WRhdeLQ+up0LjSrZpEiFnzua5IRC51hb86HeW3v+4LFGwQgAIFHEohTQ5zgqme6/txz0dBvmbY8/4ylxdm2umMWHvNVyuba3tujSS0EIAABCJQEBs90+bcnyg42lQxKmOP68sviTli7Z2EO/VUGMNJX2Hp2m+iNN7629/H48QABCEDgzQQaZ5/GOetDehqzdo2zWlSlZwsnXpasjkQWrjtPC7OSLE7zX4ba7jTLroy5WmK9ZIbtXqw287Nk7s36qaZ+4n3W12ps0SCLqvSjlfQHQEsIQAACEDiUQOdZI1vts7NDFuG/iIZDo3+t8/YAvBYLiUMAAhCAwIQE2ues1i9CWjJbr+b78w9pEyZP7aufyTktzyR/Tkb0AgEIQAACJYEjVnt2GkrOlEAAAhCAAAQgUCGw84OQlR4oggAEIAABCEDgEQQQDY8YRpKAAAQgAAEIHE8A0XA8Y3qAAAQgAAEIPILAv/33f//3IxIhCQhAAAIQgAAEDiTwX//1X398e+Lr168HdoJrCEAAAhCAAARuTsC/4fh/X7n8/fffb54O4UMAAhCAAAQgcBSB79+/m2ueaTiKL34hAAEIQAACDyOAaHjYgJIOBCAAAQhA4CgCi3/l8sOHD0f1iV8IQAACEDiGAPeaj+GK1/8jsCgarJ7JxzSBAAQgcCMCXOzdaLBuGiq3J246cIQNAQhAAAIQOJsAouFs4vQHAQhAAAIQuCkBRMNNB46wIQABCEAAAmcTQDScTZz+IAABCEAAAjclgGi46cARNgQgAAEIQOBsAoiGs4nTHwQgAAEIQOCmBBANNx04woYABCAAAQicTQDRcDZx+oMABCAAAQjclACi4aYDR9gQgAAEIACBswkgGs4mTn8QgAAEIACBmxJANNx04AgbAhCAAAQgcDaB1t+eODqWX3/91brwf72v33777Zdffin7tXIrrFZFY7f1lqmHtlW1r60mbScRfJpdWtiTWpZRCSpLXEvBnLjnMC87yoCXuaclbp7Ftppv5tPNtYzSaNN+08DKZBtZu8MsI/OwGmTq0977x7LrkmdqWNZGPBFD2mYTtNUUlnpPy91JlPSQydymHhrx92DpCbi/jcYnjfP8mPuzoyUEegl8+vTJmtrfpspe1cK8kfr58+fPaXz20Tx5YdXlzz9e1aooNIfmwZplmbetyloz//btW1neX2Lm5iQCjvceofvxOO19FFqJcyg7KjOKIM3Kust4aimUvXh4VRqeYxlqWuJRecvU+VKaS97+GPu10V+yjXIPwHOJmRajYM08Tvs3UrM3S/26YSRlDsOnvSmtrGUULnGuYomoGgl6194ydV6G0XBiVZ5Uu81qbUnGSnoiiTZVPlm/MUbVeHq6qxo2Cs2ndVod3LBKI7fCdETsvZWYE2vT6GW86mj/4xHi4b4ETPVa8Nfcnvjy5UsskXYg2cdspbDgbAciveawBl4YLf1julHhbSyrWMHtvRWmWxqlVbUvt/IA2g0izizg79+/Z/FnOfpHW038ciptb/Hb63//93/DxBcdn21WaLV+DedW1rVV+SLlLa3W47F/7ZX6sY+xnEWEHoP799rUys0zV1ZYkvE2aeLmOQ3b3lsbaxAv8/MfP15/+9vfIs6yr+huKRhv4G49eA8vfNqbjx8/ph+r7y1gnz9mHoPirjImnpdnZFbOLbVy/1bisdm/zjlG00qWOLtVROjQ0o9ZSck5CPsbj6HqJ9z6m5Tb0kC4zyXOKZnw4F1HXqlne2+o3ZvFYPxjzkRh2j4do4jEPWeuPCPv2v/NGEbKGa4Ugr238KxTdx4pZNzsYzayLl+s3LNoGJauKIHApATO32lIz+ixuNibKPc3rsr9qPP3QTAap22sNtaarIsw9GU9vC35sWbeptrAY47zbjauVp72Yo2tQawd9sZfbhW14S269gDsVBptLCl7WQMvsTeeprlKQ/IG3sa7jgC8vXu291lsXuKu4l+zjR5TjBFw5i16NA/eXeoqunAra2wlf/rTn+yN//uXv/wlIvfu7KMT8x7TYNxJGrCXhHP3YB/dp5cHN/fsAXsXnqx3FGFYhF4SbsPQqvwVJYElMrWqcBhh2Jvs5Si8QTA0w3DovbvbyMvemIkV+hv3Ga7sY8Rsbfx9w49XeY/2bxlMxBxuPZL4N3r8B5jPURLePNQ0BesrYvNmQc9zCQhuZW28xN547mUA5tBq/ZW1idQiC2sW77PGHq3VhsP0vfs3hx6wNfba6MLL3ac3docR2+5vjva/e8A4vBEBU70W7U/XioY4Vi2UOLR8pbASXxrsX2/mcK3WSuIV60hYpa7CxI9erzLbtC9fDryXP4j84+W23rW19x69MI3NTazW33hLD9JDsn+9C3fsy0oadtR6kF5ll93+SkNyh1mP3nUWkreJ1MwwwrM3tofhfYVteLaSiDM6Clzh1pu5eYyO5+6NrSq1Snu392Fi7//nHy/r16SDe7Zyb2YfvXEWoRValQfgjb29p5yGFLlboYcUgXkz+9df1tJ9ukk0C6vo0Q0dlDeOHuNNRJVyyLKwj9beWnp51tKqrMcwCc/WzMq9cbyJ7qK9A/Hw7L0H7w7Ds1v5x0jKPHu5h+eG4T91m4aUcrD3/kobu7eqZ4/K/rXasPU3Vhi9eK2n791lxDxUq3JX3leAcnPzFiXRb9aFO49a+xhMoscIzOl5Y6sNV2GVBelRHfSvR36Qc9y+nICLhmtuT8S6YLt2fkRFSfrG93K9xA9Ff+8bibbV7Jt+Vdus0F2Zod0KMcN0n9Cr7N9s89A/2r/WtVv1d+e92zqS3XmxZD34NJ0sVNMKVvvvP162KRqufL5uiiEFmGYX6MoGVuLL3xJViy2i8jbhpGS75MTKg8Bf//rXP//5z/avN07jtPdphA7TSgyjxWBZZEPZ6M6rnF42KD4iDbA+Sz076zF6iRWk3a8ZZrPX2m/i7BA0zhGbpRnjboWrnK1Ng3NjApvhEplIoeHZzM25NbCX+XGTEmCbeVkbfuKWkw2rvcJz2oW/j2h9vNynFzpMe28R+iz19+bQwaZ4s2A+fPhQhkcJBO5C4ALR4KuzHTl+sFWPLi/0ln6U+onKy63EF+KqbQO9t4+VyFtGX7FG+DWEnx58ZTETW0c8hlgXGh15lTlsr61VD3b69LsSZhun0mrL1UI/OwY0ax/vPdnIxRdxB75E1csNQiTlJelYGCh3shpbNPj73/9udyVCiMSibA18knhLlzLWo7/8tOQZWUl/p21JVA3b07QeI4Zqs6VCs4rsUs5l+zT3krOHEcH0p+wd2TBZ725uJW3OPjGsscy5zC5KyhHMGltsFkAkaB8DYETe8B9VnoV/9MSdauRuhfbeP6YO40hPY079mInBNKT2xuO0f10NBGE7TPx9phoNaU/wtIHApATOvz0Ri68T8TOQFdpBaCVZrV9tpKdee29tspOxH4feOHVl773KFm57k50w7GNa4m0shig3hx5VhBoduWFqUq3yZh6zOYkII2srTDOy9mlq8UyDd+TppBl5YF6ehuRtYs55v+mTlfbe23jv9j7t1957udPIau2j9xX+g0Pao6NLY07Tj379aQY3tPdlXxGMR5ilZh+jo7JlVAXn8J++iYwsEU8tSsxnlmxmaB/TEu8xMg0/3ixaer7WLDi7iecYwzrO2VylEcYAZZGkKVQ5WyQ9nMM2y9c+WteBJcKwN+bZaz3UtFk4SdtbYYxRhOQeqq68TZp4dGeFzj9mTloVtTFMVmstIwuPJGyjC/eZjp0H5s4jqSPeOMMjPOMTAn4VccEzDYE+DqTqYFRr08Jqg6qrrLA0LEtWTXo62tomDcNuUnSaLwVfXXzNp8uFJedL3qy9VZW1WUnZYKmjtNyeaiibtV1VgymdjJdEGP09lkzKpXw1uyzy0qeQWrXTamE47896azyl5x0jSV2FsOhkGFohbR8jWA5lmniZQlpi79vmWxmW7Y/2X/ZIyXsIuGj4YDsNX79+tbRttqUv22orC7M2fJyZgI2gLZexxztzqI+PzTeuOaAuGWg7BOwGQT98GyzbKoi7DB5z3MXweytaIlXPmqslK9btJTKUjxPwu3tX/iLkeA54aBDoXyUbTqjahQBjsQtGzYmJhvKphYar6mBlGqJh3qiqem60pwoCExK44EHICSkQEgQg8GACm0TDgzmQGgTGCSAaxhniAQIQgAAEIPAKAoiGVwwzSUIAAhCAAATGCSAaxhniAQIQgAAEIPAKAoiGVwwzSUIAAhCAAATGCSAaxhniAQIQgAAEIPAKAoiGVwwzSUIAAhCAAATGCSAaxhniAQIQgAAEIPAKAoiGVwwzSUIAAhCAAATGCSAaxhniAQIQgAAEIPAKAoiGVwwzSUIAAhCAAATGCSAaxhniAQIQgAAEIPAKAq0/WOV/mu8VGEgSAhCAAAQgAIE1AouigT/ItoaOeghAAAIQgMC7CHB74l3jTbYQgAAEIAABmQCiQUaHIQQgAAEIQOBdBBAN7xpvsoUABCAAAQjIBBANMjoMIQABCEAAAu8igGh413iTLQQgAAEIQEAmgGiQ0WEIAQhAAAIQeBcBRMO7xptsIQABCEAAAjIBRIOMDkMIQAACEIDAuwggGt413mQLAQhAAAIQkAkgGmR0GEIAAhCAAATeRQDR8K7xJlsIQAACEICATADRIKPDEAIQgAAEIPAuAoiGd4032UIAAhCAAARkAogGGR2GEIAABCAAgXcRQDS8a7zJFgIQgAAEICATQDTI6DCEAAQgAAEIvIsAouFd4022EIAABCAAAZkAokFGhyEEIAABCEDgXQQQDe8ab7KFAAQgAAEIyAQQDTI6DCEAAQhAAALvIoBoeNd4ky0EIAABCEBAJoBokNFhCAEIQAACEHgXAUTDu8abbCEAAQhAAAIygX+TLWc2/PDhw8zhERsEIAABCDyewO+///68HHcQDb/99tvHjx8NTQD69ddfv3z58vnzZ3tzBDLrMdz+8ssv1S4eOVrVTCmEAAQgAIHZCDz12nX09oSds10xlANmuqGTmmkLa1l9ZZrA5II1sx7jZR9TDVGGQQkEIAABCEAAArsQGBINdrL//v17O46lnYDUqvOsH1saWY9LqqUdGLVVAp06r2r78kLQyRMAdKCTCciGzDoN3ZBosL0E7/Xnn3/+9u1bRGBiwu5N+EdTFauaYFV5uKtUHJj/6MJqe6SJBuhtVtzWkUccdKCTCciGzDrQyQQ0wx2eabCOS1ngTzO4qrDanpO6KY/ST2SVVqXHiXfRKTs0RlhBAAIQgAAEIGAE9J2GOIunV/wp0x6h0N8+nqk0bRFW6YOWBz10+bZZwpadPOKgA51MQDZk1oFOJqAZ6jsNoQka2wM9MYW5ObT3/tHeZ5qDvYQemONt2O2UGYIOdDIB2ZBZBzqZgGaoi4boz07ndpWfXejbuT8eQWhvOYRoSB9Z8JsO9pxEaZuV2MaD64nwo4HACgIQgAAEIACBNgH99oT5jRsT/u1K2yjzHQJ7kyqA8sSfxtQ42ZuTRm07MWo1Aux2atzMCnSgkwnIhsw60MkENMMh0VA+RmAX/dl9hPRbFashWmN7pQ9JyF+ntGNp68vDi4PwnW98t/OduQ9OANDJ0wZ0oLOjT4YweOQeZL56vrtpg9HbE3a020bC0gMH1fsLGSnfnLDCkCC+MxHf59TIyrf6wpA3Rh4IQPADkJnATHjSTIjRPG5ia2eu+a1GRYNl6HcQ7JQftxJcB7TvSgSacrvCqqwwRIO57XQ1P+75IzSxL+ut+bM7NELQyXhBBzqZgGDo841ZJ6Azkx1Eg3dcPfdrMWVWbdGwtMmxS9cvdIJikAcddKCTCciGzLqt6EIrgG4rOm+/m2iwU3vsNJjrfg0RLZdMfJth9VsS7EZoMwArCEAAAi8hwO7C+EDvIBrSWwkRkN1caP/Co7c0nRG3IeLhBqtKBYSrAfvXNxXSrQVNpoxTe7AHDip5cEEHOpmAbMis60eXsQJdP7q05YdPnz59/fpV3qgx7u2OV5+FTD3Y9yZMHJhiCGWQKo+spfWbPiyZpsBsaA8KtRCAAAReReD8k8L5PR49oHZetjPyzl+5LINe/c5k+gVLEwHWfmkvIWuZKoZNX+wsg6QEAhCAAASeSuB55+8LR2pINGSnbbvWj1d6gk9vIpSp2r5C9a9XmKLJ9j+WWq5uZpSdUrJEYHXraMmQctDJcwB0oJMJrBouKQZm3Sq6aoOh2xMBvXp3I55CME2w9JBjGlP6KGX6fEMZd3hbarY0S0pXlEAAAhCAwFMJXHguuLDrg0bTb0/s8CBk+mcn01jt1L56byJtv6QAyvx7JEhpRQkEIAABCLyHwPNO2zOM3dDtCU9g6ZcS4q6Ef/1hhmyJYZUAW3ariJYagG6JzGo56FYRLTUAXZWMYVlVDKCrolstHBIN8fhheekf36W0fQhEw+owzNOgeqdpnvBmjgR08uiADnQygdLQ5cLqpFptUHqmxAgM3Z4wZeC/uWRPRNrL9YEVpnsP/hXKlHWpMBgJCEAAAhCAwDiB1Q2G8S5e7mGfByE3QTzhyw7Mm00jkjYGHehkArIhsw50MgF5+Tp61h3tfxdim5zs8DsNm/qj8S0IsGUnDxPoQCcTkA2ZdYFu60kadNqsG3qmQesSKwhAAAIQgMCOBLYqhh27fpuroWcaUGrPmy4ce/KYgg50MgHZkFln6DQImpU8Uo8x3CYa4veX+n9T4TGkXpIIQlAeaNCBTiYgGzLr5HM/6LRZt1k0xE9H80VKjThWEIAABCCwCwFZMezS+zudbBMNN2Jkk6kaLeqyiiUKOQjbfBq1oGvAaVeBrs2nUftmdIO5D5o3BuXZVY8VDYgDbeLCTeNmVqADnUxANnztrBs/5b8WnTzZ3JBvTwwCxBwCEIAABE4lMK4YTg33WZ2JOw3pX6RcBcLTD6uI5mnA0SiPBehAJxOQDV846/ZKeS8/8tjd1FAUDfbLUP1/wZJdoBtNDgZLHizQgU4mIBu+bdbteKZ/Gzp5jmWG3J7YiyR+IAABCEDgQAI7KoYDo3y6a0TD00d4Y352WG60oPn/EQCdPBVAB7pVArsrBmbdKvNqA/H2hP1BS/5YZRXo3QvZspNHEHSgkwnIhi+ZdbsrBgP+EnTy1FoyFEUDvwi5BJRyCEAAAhDYkcARimHH8N7mitsTbxvxlXzZslsBtFwNumU2KzWgWwG0XP14dMcphsejW541QzWIhiF8zzNmy04eU9CBTiYgGz571h2nGAz4s9HJM2rVENGwiogGEIAABCBwNoFDFcPZyTyov23PNNijDPazTpY+v9f0oDnwL6lwoMojCzrQyQRkw6fOuhPyOqELeVhnNhRFg6fkvwvZeCjSv2HB9yxmngFZbGzZyYMFOtDJBGTD5806f9TghLxO6EIe1pkNt4mGLBNTA/bTkFa4tPEQf0cb3TDzJCA2CEAAAjMQ4Op/hlFox6CIhlAArhhCGWQ9+Y2MdvfUzkaAg1YeEdCBTiYgGz5p1p2cy8ndyUM8m+Fm0WBSoFQJZclseRJPJwG27DpBlc1AVzLpLAFdJ6iy2WPQnX8Kfwy6clYcWnLGtye4N3HoEOIcAhCAwK0JnK8Ybo3r2uA3i4alxxeqadivTX/79q1aReGcBOzonTOw+aMCnTxGoHszuqsUA7NOm3WbRYN1Y7s6/jJNYB8/f/4cJdkbu5exSWRoOWC1IwG27GSYoAOdTEA2vPusu0oxGPC7o5PnzKDh5mca0v7svsO0smBJRTJRBmcM5hCAAAR2IXChYtgl/nc6GRINjV9ouJwm4kAbAg5jjZtZgQ50MgHZ8L6z7vLILw9AHvRrDbeJBv81J4vY5ULnE46dza4FQe9OALElzwTQgU4mIBvedNbNcMK+KTp5quxluFk0xLcrTTd0ftMS0bDXaOEHAhCAwN0JzKAY7s7wwviVByEvDJeujyZgx/PRXTzVP+jkkQXde9AtKQYrj1eVRru2atIuZNa1+SzVIhqWyLy0nC07eeBBBzqZgGx4r1m3pBg8fcvlzHTO7Ese3wkNt92esBsN6b0GoE84ooQEAQhAYEICbcVgAbcv/TndTDKm7DRMMhCzhNE+bmeJcso4QCcPC+gej25VMfg2w5mbDcw6bdZtEw3+qwz2CCR/jErDPb8Vcl4eI9CBTiYgG95i1q0qBjn9EcNboBtJ8CDbzaLB/rKlvVLRgJI4aGxwCwEIQODuBOZUDHenemH820RDNVATDaWSqLakcH4CbNnJYwQ60MkEZMPJZ93MimFydPKUONpwB9FwdIj4P5MAW3YybdCBTiYgG84862ZWDAZ8ZnTyfDjBENFwAmS6gAAEIPAuApMrhncNxq7ZIhp2xXl/Z2zZyWMIOtDJBGTDOWfdLRTDnOjkmXCa4bbfaTgtLDq6igBbdjJ50IFOJiAbTjjrlhRDepKuhh0NqrUyoiXDc3pZ6v2+5ew03HfsiBwCEIDARATsrL+kGDxKO0+3T9Xt2olSfXEoiIYXD34tdbbsalS6ykDXhanWCHQ1Kl1l86BzudA+6/8QFa2/btOu7SLS3ejMvrqDukFDUTTY37f04bd/429dpoVRy8DcYBYkIbaP+XvlcnK0oJOBg+7u6GydXx3EPzYZ/vGq5tuurZqMFK4GPOL8wbaiaHgwEVKDAAQgAIF+Aj2Kod8bLScngGiYfIDODo+dIZk46EAnE5ANL59191UMl6OTB/1aw23fnrjRX51YmhBsSbUnHHzafBq1oGvAaVeBrs2nUXstuvsqBkN6LbrGmE5e9VjRwISYfOYRHgQgcGsCt1YMtyZ/bfDcnriW/3S9L+3QTBfofAGBTh4T0N0O3QMUA7NOm3U7iAb7g1W//vprdG/vbTDsdaN7GRq7R1qxQyMPK+hAJxOQDS+ZdVXF4Mu+/yunc6bhJejOTPCgvrbdniiDMIngX7k0ieAv+4uX3szefPz48du3b1ZeGlICAQhAAAK3I1BVDJ6Fn4atQTWpKF86W3uDpdqqTwrPJzC002B7DPEjDR56KIbIxHTD+VnRo0xg6YCXHb7HEHTyWIPuLugaiqEnhakEAbOuZ8jKNkOiIRUE2c2Iz58/R2emLcqOKZmTwFRH9ZyIlqIC3RKZ1XLQrSJaanAmukHFYClMdZ4+E93S8N2xfEg0RMJOP55s+Pnnn+293ZjwBoiGO84MYoYABCAQBHoUg7VpyAI7TfhriWq7dsmK8pMJ7CAaYlMh7k24euBRhpPHcpfuGsf8Lv4f7AR08uCCbnJ0PYohNMFdruCZddqs20E0eMfpdgJyQRuMGazucsDPwCqLAXTyoIBuZnQ9ikGO/0JDZp0GfwfR4M9CpvcmPBTuSmhDghUEIACBSQg8VTFMgveOYewgGixtm1hxb8K3GUxDxGOSbDzcaGawZScPFuhAJxOQDQ+ddc9WDIeikwd0fsMh0RCPOqZ5+pZD+lVMRMP88yAiZMtOHizQgU4mIBseN+uerRgM+HHo5NG8heGQaDA1kH610hLOPlpJVVjcAg1BQgACEHgngVIxWEn6eicWsjYCO/wipG0txNclYlPBvnVp3q2cbYZ7zbNysbhX/BdGCzoZPuimQrc0HHFpbg2qAXv50hV8WC01qPo8rnApzeN6fIbnUdHgFFw0pER4CvKm82OS4/mO9EAnjxro5kF36KnUBnpJcMgEZENmnYZu6PaEbySUiiFCsW0GeyEgtLHBCgIQgMBpBOx0fqhisETmUQynUX1eR0OiwdRA+ccmUkZWay9Ew43mDUe1PFigA51MQDbca9a5XGhffP8QFX+8lqI184YHr200WHJ7UHkjkYN6fIZbRTTE1HHFYF+UiJLszTMYvSqLeQ7p22EHnTxkoLsWna3bq0MQp3x/Iwc8j+FqyvOEOlUkm0UD2wZTjR/BQAACEBgh0KMYRvxj+zAC+zwI2YbSeOihbThSu7T1hLpsU2UFafNp1IKuAaddBbo2n0btILpB80Zg81e9OfeR0dksGtLfZohfcCp/niFiukQxWO+IA21awE3jxpSTuYHuKnQvP2uy1mkTb7NosG5CB/iDkKYYrlIGWs5YQQACEHg5gZcrhpeP/kj6imiI/ni+YQT9nLYsJfK4gA50MgHZUJt1pZWVZDE8/kK8hCCPwqsMh0TDq0i9JNnHrxTHjSPoZLagOxPd0skyHYVSQ1iEUVgdr9Sk2kDO8SDDWwR5UO4jbreJBrsN4XsPmDcAACAASURBVLsL9mSDve/8iWg2JEZGCFsIQAACexFYUgyd/u1EW9UTbu6n4aUGbc3RGQDNLiewTTRYuP7bDC4X2r/sdHluBCAQGFxThB4fYwI6eShBdw66cc5LgsDjb9fKOR5kOE7joMAmd7tZNEyeD+ENEmDLTgYIOtDJBGTD/lk3fo5s99WutQRXG8gQNMPZ4tGyON9qm2iIPyThOw3+pyzPD5oeIQABCECgn0CPYrjXPkF/7rTcl4AoGjwIHlbYdzBm8NazuMwQ54QxgE4eFNAdiq4H7wsvu3uwyOPyYMPNPyP9YBakZgReuHbsNe6gk0mC7jh0nBqX2DLrlsi0y7ftNLR9nVab7nB0foPjtNjoCAIQgMAkBFAMkwzEk8LYttNgX7O0Wbj1tYlX1kVma3LBev+YvOwjd0k2EW43Np7tBtQuEQDdEpnVctCtIlpq0EBnVVxML3Gz8ga6hhVV0+00xN+zKMfGxIGphbLcCjk2SixaCSQ1bmYFOtDJBGTDpVlXKobyHJnZZg2WPMuhzmb4+AQPAr5tp+GgIMJt+15DqhjsD16kfyWrbXh02PiHAAQgMA+BUjF4bHaajFc12kat+UxfVXMK30Bg205D9dzc87cue1DaRkLj16LSexCpQvTeG4Y9XdMmCCwtNyBaJQC6VURLDUC3RGa1vERXlqw66WwQC6910Wkyc7PjQM2c9XhsHz59+vT169eRjZqYQCNOLBP347/9ECIgfJpe8UJrkAqI6D39Y5vMhvGZgQcIQOB2BBpLX1ZVtkxLttbeDtQJAZcMT+j00C7sFGzn31luT6R/bruaNnsJVSwUQgACEHAC42cp8+CvKtJ2bdWEwucRmEU0+F2Gb9++rSLObpHEr1LyHYpVdD0NbF3oaUabkgDoSiadJaDrBFU2c3R+Ol/d642zfhV4PNDgb7K+2rVlYPOXVCHMH/blEW57puGgcONHqavPTBzUKW6rBFbXnaoVhUYAdPI0AN0IOjv59QDsaSOHcUdDgGijdv1OQzz/GHcotEwyq1RTd753DyE/eWNAgAAEjouZjwJXDDNH+Nr5s8uJbEIn1+80+Bcp7THGfbcZZBUZhu9842vQO3P341POHXSgsykkQxCmX5xRzuz0MX0dfcBOeL7fJaRtosF2BRr7AUtn/cbTBunzj/E+febRCs3tkuddEOAkJRArAli2EgDdVmLRHnQCOj/nuWHsNGR+ANsAC5wGnEbVZtHQ+BZDo6oRgVeZbdXcH5BsiIaq1Wp3NIAABCBwXwKpYvAsylNgpiSyj6vtywb3xUXkOxK4/pmGzmRWvyXREBadXdDMCCxdsgBnlQDoVhEtNQDdEplqec8eQ9XQdIC/qrVW2G5g/fpryfxe5cw6bby27TRofTSs/O5D1sAKY//AvoTpasD+9cJ0ayG98dG4b9IIgKqMAJcX8pQAHehkAv2GqWIwq5NnnXX3mHPtyej6h3jyljv8IuTuGYY+yA6JdLL6H55I/7pVOgOy42r3CHEIAQhA4HwCSytbtTwrTD+utl9q4Clzuu0Z+irDHsNp29gVu235X7zTsImOCYVQCdkfw+z5VahNfb228fMm+mlDCToZNeh60FUpVQuXvFnjpSovbzd4mFbYhK7N7VW1dxINfgOi/NvZcQvjVSN3ULIPWxcOolR1C7oqlp5C0K1SWjrDBbr2+d78r0JebbAa5L0avC3fvUZnm2iw03Z5zl4NZevYtL+iaTHE4ws/voz5y2oANIAABCBwXwJLiiEy2rrG3hcFkV9OYJtouDxcD4BnHo8biNXl6biu7+4ZdPIIgq6Brg2nXdtwSxXotDlwm69caulhtZUAlyxbiUV70IFOJrBkuHpiY9YtoVstB90qomqDW+40VDOhEAIQgMCTCIRisDdLeXHmWyJD+UEEtu002H0Bm6ONV/wEk4drH5nTB43cQW4by9NBPT7GLejkoQRdiS7bY6iuumYV6OxN9sp8tmvLAB5fwqzThnibaGj0YXrCxiD95SX7UkPjkcaGK6ouJIDIk+GDDnQygczQ1tLO6ZQ2S4VFNZJoUK19W2En4bdhWc13B9HgciH9VoX9oIKNB99rWKVPAwhAAAIZgX7FADoInE9g6JkG20jwP2wdcZtc4KsN54/ijj2yYMkwQQc6mUAYbp1FW9uPR/gYD6DThlIXDemPPVvf9vgCNyO0MZjKii07eThABzqZgBsKp7F01pn5YACvMueA1YZbuT3B4wsaa6wgAAEILBEQFEPqKp5XiDdlR9aFv8oqSiDQSWDbTkN5P8I2GPx+RGObgYcbOgdjhmaDK9cMKVwVA+hk8qBbJWANqnhXDcOKC+sMYD+6KvnXFm4WDRkp+7pE9lhDifKSybp0jF0STMlk2hL4yEMDOtAJBHylak+edq3QKSZGAKraNNgmGrQ+LrFiQlyCnU4hAIF+Alzs9rOi5SQEHisaJuF7uzBYxeQhAx3oNhFIJ4y8M+pOZPNNAT+sMQesNqDbRANPJ2iUb2TFDo08WKADXT+B8oxVzp9MCpTKwEzCatW8P7aXtCyJvSTxwTQ3iwZ0wyBxzCEAgZcTKBVDJ5D0PFdqiE4nNIPACAHlK5cj/WE7OQFWInmAQAe6HgKyYqg63zTrrLG/qq7eVrgJ3dvgNPLdttNQdbT6lcvGtzGrDim8kABbdjJ80IFulcC+isG6Y9atMl9qALolMu3yUdGAWGvzpRYCEICAE9hdMWwFy2lyKzHalwSGRAPPN5RA715y+bp2X4Cgk8fuDeh2ybG8SAu3ZZU8HC8x3GVEXsIqTXNINKR/CPuF7B6ZMtci8rCCDnRLBHrOT6tn/eoE88Jq1VIwlDsBoGkzQRcN6ZMK0NfoYwUBCDyeQI9iYAl9/DR4TIK6aIh7E/bnJx6Dg0R6FjgoVQmAroqlp/DB6Dy19i7CiGJ4MLqemTPSBnQaPV00RH/cpNDQz2k1sn7NmdFpUYFORv1UdOlpaSnHtp4IpNVm5nPJrTwW7zEEnTbWQ7/T8O3bN+/Vdh34XqU2AFhBAAKPJLD1QtbaZ68Mi0uE+PeR0EhqfgJDosG0gt+b8L91mU/5f3yenwIRBoHqBQ18egiArodStc3z0FlGwoVsKguqoMrC56ErczyoBHQa2CHRYD/rxL0Jjfu0VsJKN20uJwcGOhn4w9BpikGjl6HzKzXN1dusHjbrThu+IdHw5cuX0wKlIwhAAALzEzhTMcxPgwifR2CHByENyufPn/mhp2dMDpY8eRxBB7rz50DWI1fP/ZPw/MHqj23mlvuIBv/zEzPnSWydBFh0OkGVzUBXMukseQa68ZOQeWgQq9Y+A10j6+OqQKex3UE08DsNGnqsIACBxxAYVwztc1i79jEYSWR+AkPPNPhXLud8FtKO4epr/iG5NsLq1cy1Id2ld9DJI3V3dD2KobocjSc+7kEetbsbgk4bwaGdhvhtBqPf2G+45CccEObahICbxs2sQPdOdH7uaZyBbGIcNzeO8yyP5l0MQaeN1JBoSL89Med+gwYFKwhAAAKrBFwo2LnH3iydgRpiIvW/1GzJ7WpsNIDAQQSGRMNBMeH2QgKN5e/CqG7RNejkYbojOiHmUhmkmqDUB2X7krAQRunknSWg08Z96JmGxi0JLRqsLidQrlyXh3SXAEAnj9Tt0MnnG8s0XgIu69dfYXs7dELWB5mATgM7tNNwycMKWp5YQQACENiFgKwYdundTnUWwC6ucAIBgcDQToPQHyaTE2A9kgcIdG9Ad61iMMLZNGPWvWHWyTkeYTi009AOKPYh+LHINqipatmyk4cDdI9Hd7liKOdYWSKPwtsMQaeN+FGiwX4jMr5bwdhoY4MVBCAwD4FdFAMbA/MMKJFoBI4SDVo0WF1OYJeV8fIsLgkAdDL2+dHtEmH78knTE7sEJg/crQ1Bpw0fokHj9lir9rr22LT3SAx0MsXJ0fWcXbRTfhCTCciG8mA9xhB02lAeJRp4jkEbD6wgAIGpCLhiaGgCO/dw+plqyAjmUAIHigZ0w6Ejd5Dznouqg7q+u1vQySM4Lbo0sKoyaIiJjMZSy6rbfpLToutP4aqWoNPIH/WVS37CQRuPy60Gl7DL478wANDJ8OdEt/WkYu2zVwbkx5bEv7xkYmE4J7rxvE7wADoN8g6iwb4oYYdK+ser7OPHjx/tX6vSwsIKAhCAwIUEbPkSTiqpIhCCTzWHYI4JBE4gMHp7wmZ5GmX20b91iXQ4YSD36kJbK/fq/dZ+QCcP32zoLozHlUq2kDbAXhhqI6pbVIFOG6ahnYYeNZD+JUwtRKzOJCBcXZ0Z3sx9gU4enanQ3etcMhU6eQJcYgg6DfuQaAhBYH+5yh57TDXEt2/f4s9Z8XyDNjZYQQACJxO4XDFYAP3bDCfDoTsIGIEh0eAETRy4LAhx8Pnz51RDIBpuNNVYsOTBAt3d0Y0rBj/lyyd+4ZEIZt3dZ50c/1WG+jMN5Z+W+P79u6fhX7bkK5dXDepIv2zZyfRAd2t044phdQIccYJf7VQelMcbgk4bYl00ZJog3U7wKjYYtCHBCgIQOJlAj2IYPOVzijp5TOnuIAK6aIiA7MkGUwn2HUsvmeRRhqUjnEO3PZN6Vs+2h9fWgk4e+mvR9fQ+7brRE7w8Ls82BJ02vkOiwfSB35IIxWBB+OOQJiPibkXPlyy06BtW0x7kjZhnqIKbPAqguyO6OHMMXmYMmt8RnRzzJIYcsNpADD0IWVUDfm8iFENsPGjxYQUBCEDgIALZtaadRbJX2q81Ll9pg9z4998PChu3ELiQwJBoMH1gX61Mo88+WhVPNlw4ukLXSxdMgqu3mYBOHvHz0fnpf+u1ZkNSyLkPGp6PbjDgecxBp43F0O0J69J0Q/XAs29dWm11K0ILFKtzCFRH85yu794L6OQRPBmdnS1O7lEms2r4mERWM929Aeg0pKOiYanXkAu20+A3LJZaUg4BCEDgNAJPUgynQaMjCASB0dsTbZTptyraLamdhABbdvJAgG5+dM9TDMy6+WedHOGchkOiwZ52XJqyttNgVfE45JzJE1VJgC27kklnCeg6QZXNzkE3rhjMQ/oqEzm/5Bx05+d1Qo+g0yDvcHvCjiJ7/jHuQdj9iPQbmFpYWEEAAhDYkUCPYrA2jR5XzzFt84ZnqiBwIwI7iAbL1lSCf2/CNhiy3QW+cnmj2WCh9qyt98rotGhBJ6M+Gl2P/1VN0M5u0LztvFHbk1rD/M1VoNNGf0g02HES4rrcXTC5YBqCpyC1gbnK6qq176p8d+wXdDLMQ9E9+9xwKDp5QG9hCDptmIZEg3Vp3E0WlM8upDcstMiwggAEIDBIIBRDXN6UDntOHoPmZaeUQOCmBIYehPSc7SEG/1UG/2gbDK4kbkrk5WE3FseXk1lNH3SriJYaHIQu22Owdal8pSFZ++yV1pa2PWpjKeW9yg9Ct1d4M/sBnTY6m3caqr/w6Pcg7C9XWRC265DdleAOhTY2l1jNsA5ekvh4p6CTGR6BLlMMnbGlkQgnldTkiKTKLM7ppez3ASWg0wZxm2gwNeDKoN2ZtUmbMTZtXNRCAAL7EtAUwy4x+HInCI5descJBI4msMPtiaNDxP+ZBFjsZNqgmwTdhYpBJiAbMutAJxPQDLftNGh9YHUjAmwLyYMFuhnQXa4YTj6LM+tmmHVyDHc03CYa+ArlHceYmCHwEgLjimHwlM8p/CUz7c1pbhMNRoqnGp89XcaX3WfzaWQHugacdtUu6MadtE/5g3qiTUCuHc9a7vruhqDTRnCfZxpsB8JeEYF9wyL9qEWG1SUE2uvmJSHdpVPQySM1jq7nBGBtyldnzBbh0qvTw0HNxtEdFNj8bkGnjdGoaDB9YMdh9nUJK7QSK79QOpSrg5domLCCAASmJWCH9uoJYOmUv2o4bdYEBoFLCGy+PZFGufq3qfyLl5dIB9YCbT71rL+a58dbgU4e4hF0bmv/Nnr31aDaJhaKaq35nHwlGUHXIPaGKtBpozy005CqgfQPU6XPPaQ/2KCFiNWZBCZfIs9EsbUv0G0lFu1ldOm6b06qrzSqrEEWcGkuZ3SaoYzutAin7Qh02tAMiYb4kxNGP/2lSBMNVhIy4pKdBg0HVhCAwF0IcKV4l5EizicRGBINDmLpj1+jFe44UZY2ae+Yy8kxg04GLqBDMThtAZ08TA8zBJ02oEPPNGhdYjUzAbbs5NEB3TnofK2HttOGwzmzTu7leYY77DTYTYrqX7Fip+F504WMIHAtAd9g4Ex57SjQ+5sJDO002I0Jf6zh48eP9t4eZfBHIP0rl4EV9XCjGcaurzxYoDsaHYRLwjApmXSWgK4TVNZsSDSYGjC54B5NPdir/K7E0hMPWrhYHU2AaziZMOgORbfLEu+3NpbibNcuWV1bzqyT+YNOQzd0e8L2Fb59+9bo2BRD9c5Fw4QqCEAAAhmBHsVgbaqvcGUnifLVruW8wlSEQEZgSDSYL/925efPnzO/JhdMT6AYbjfh7nixNQlk0MkD0UbXoxhKNZCWyIHNb9hGN3/8F0YIOg3+0O2J6NLuU+zy4IKJDHvFsxFLKaVaxJ+iWGpJ+VYCXFptJRbtQXcEulAMjSXeyS81aNdazLceuFsHL0+YXQxBp2HcRzQ0+nYR0GjgVXbuj5+K8gcjqrc2zFs8RRE+bUsD6bBKmAYQuB2BbI+husqnWqFs0K41IEtS43asCBgC5xDYQTTYHkN66Z/FbVKgPJKzNtXj1gyzJaOqGMyVyYjVLs6h+YBeMuYPyOi0FEAno66iqxbKXTzVEEryyIJOQzcqGoy71nFYpZsE/myEiYPYdUhvfKR7DN4yvqxhThrCZTDCV5kjv+ThBt2O6C5c0H1Nu8to3iVOeW4cZwg6je2QaNjlpkDog/QuQ9ytMFngT0ukmiAdbNcN4USjgBUEIDAPgQsVwzwQiAQCcxIY+vZEnKrTH2Ow9+nH8osVSyBSCVLKkXjQMnWePn25y5OYS7G9p3x86+g9rLJMQScPfYoOxbAJI7NuE660Meg0dEM7Dd5lPLHoY2Anbz/ldw5J9ZceYl8hJAJ7CdoAb7Viy24rsWgPunF0MyiGe43jvaKVZ8gRhqDTqOo7DXFez3YFotzVQPkbkVmgZu6vKDfZkT7TULZPS0JV8EyDNgOwgsAkBMYVg3nIXpOkRhgQeAwBXTSEVsh2BcqTd/+NA/Npx3zoDL5Lef4869wfOj+w+XsEnTxGfqZfvfLLFcGPz9GpmVdf0aBtLgd/rSGzTuYPOg2dLhqiP9sVcKHgMiI2CUr1sBpidg+iX22UnqsLRLvQncRMeucbX7jfmfvgBADdyLQxem1zFwQ2RuWbnoErraKkx3zaNsy69rRpDNzR6Mqz0jNKhkRD3BqwL0OaRIi9Bz83r96YKAna1oI9OJk+xxA+y8btEl8RNv3rDn0m2XveAIEpccJRkE4zXzqsJH3DPGQenjAPd+/CR+15/w6JhmwnYOkE379hYB6ssemP+M4Fzz+ePOdCtp/c7wO6A50wiAbNFutAV6r81KcriezfaFCtffygPD5BYVJ1moCuE1TWbEg02Dk+++5D+VWIsqQn0FRntG9zoCp6ePa3Cbndb0JLJwC6rTPBFYNZ9aPLVEXWY1tzbA3vFu370d0inTODBJ1Ge/Qrl6YbUvT+0U7zfqZf3WOwZvE7j0tDaG3Mrd2zcH2wpCGW9jk0LlhBAAKHEgjFcGgvpfO4vlxacEoTSiAAgSAwJBri/J2dsO1j5yk8bebiwCNL1Ya3sX9dNKRbC6mAWBUojHoPgauW8p7YJm8Duv4BylidjM7kwmO2pk9G1z/E87cEnTZGHz59+vT161dNdMeBN/LdyPTotUcZTByYFEgfoozYspaWcLWZlTMbtNmAFQSOJuBHcXXBqR62aWHZoF1bXQpiGanGcHT6+H8PgXK63j13u2K3Lf+hnYZdEJjgiDsUJgKy71ykj0SYpIjaRrNdosIJBCCwO4HxZTRO+XJsaAUZHYYQMAJDD0LGGX3pOYMexLa1sPSwZLaBYTcgqn/JYmSfoyfCV7UZX5RfhStNFnTtoW8ohkBnb7JX6tPO9+UrG4KGeTu8m9Yy6+SBA52Gbuj2hGmFuJVguxZLTxV0Pt/g3jyNP56J+OWXpZSio6VmNhu4nliiRzkEzifAIXk+c3q8lsDz5rzfnhgSDZ1K7fzz9/NG69rZT+8QGCHA8ThCD9ubEnjetJ/lmYabToinhv28iX7aSIGuijqwtK8xzr+0qEZ7u0JmnTxkoNPQXf8gpBY3VgcRYO2WwYKuRJety1VE/Wt3VXZUfZaRPLXk5emPDCvoNHpDogHoGnSsIPAGAv1qIGiUsiBbZLKPZfs3gCVHCFxIYOjbExfGTdcHEWAVlsGCLkW3STGk6EwWxEsei/cYMuvksQadhm6baLCvLRhoey19UUILAqt5CLB7JI8F6ALdJsVgVqBj1skEZENmnYZum2jQ+sAKAhB4D4GtiuE9ZMgUAg8ggGh4wCDumQJbdjJN0Bk6TTGk6P7YyfzHSx6L9xgy6+SxBp2GbuhBSK1LrGYmwJadPDqgs1VYgxBWq+Ys9Nn8XCUmz+fHG4JOG2JEg8YNKwhA4F8I9CiGwVM+qzxzDgKXExBvT9jfi/rHDuL6/5ckuRTWJcHcqNPBZf1Gme4e6pvR9SgGO+Uvvd6MbnAegk4GCDoN3WN3Grgo0SYE3DRuZvVadK4Y2ktwG067Vh6RNxiCTh5l0GnoHisaNBxYQQACmwikewxLq3DoiaqwCKtqrQWz5HZTnDSGAAR2IaCLBvuzlrtEgJOpCKTngKkCmz+YF6ITUs4UgAuF8FPqgyUlMf98OCdCYQjOCWz+XkCnjZEoGj5//szvO2nEJ7cqV+3JA54nvLeh23HN3YQuZMQmq3nmyb6RAEHmCToNnfggpNYZVhCAwDMI7KgYBCAs9wI0TCCwCwFEwy4Yn+OE3WB5LN+DbnfFsBXd1vbymM5vCAp5jECnoRNvT2idYTU/Aa7h5DF6CbrdFYMB34RuU2N5NO9iCA15pECnoUM0aNywgsDrCPiV2eBS2768a9e+jjgJQ2A+AttEgz38yPOP8w3inhEdcR25Z3wT+3o2up7sVk/5S4LDnS/VTjzm14fWMy7XRzllBKDThmWbaND6wOpGBFi45cF6MLqe5XUk/RFbebyeYQg6eRxBp6Hb9iCkbTPY8rH1pUWGFQQgMAOBHsUwQ5zEAAEInECAnYYTIN+pC84Q8mg9El2WlH0s+aRXbGWDnuu5R6IrQR1RAjqZKug0dIgGjdtjrXqW+McmP5bY89BVV9UszbZKyGrLxobcHD4P3dhU2mANug2w/rUp6DR020TDLz9eWk9YQQACNyJQVQzj8a9qDuvCtQVr+jhtPEBgdwKbRcPuEeBwKgIHnSqmyvGgYJ6E7uRcTu7uoAlwiVvQydhBp6Hb9iCk0Mdvv/0mWGFyFQEu72Tyj0F3/mL6GHTy5JENQQc6mYBmuG2nodqHfaWioQy+f//OtK5yoxACExIYVwzmoZFXu9YNWTEaAKmCwLUERkVDzxJwbYb0vonA+DljU3dPavwAdD0ptA/59vl+qban3ydNlR1zAZ0ME3QauiHRwEORGvSZrZaW9ZljniS2u6PrWUMPyvEgt5NMjEPDAJ2MF3QauqFnGuzWg/f6888/R/f2Pv34+fNnLbJBK1sBq69Bt5hD4JEEehTDIxMnKQhAYBOBoZ0G78kkgj/TYOuOldgjDr4D4R83RbNjY1SkBpOTh8bNrO6L7vLILw9AHvTLDUEnDwHoNHT6TkM8/JjdpIjyb9++WUxfvnzRIsPqEgKILRn7TdFlS6d9zF4pkLzux+d2gx6eN0XXk9rRbUAnEwadhk4XDaEVQiX4XYnymxT8YUxtbLCCwNEE7JRfLp1WEq8ygLS2tLX2bfPSISUQgMCNCOiiIZK0JxtcKLiMiAcdSvVwIy6vDTW7cHwtByHx26GrKgYh8XGT26EbT3kvD6CTSYJOQzckGuKBx48fP5pEiL0HGwx7cWNCG5JrrarXjteGdJfe74VuHsVg43svdFNNSNDJwwE6Dd2QaMjuOyx9A5PbE9rYYAWBgwhMpRgOyhG3EIDAEQSGRIOpBH/aMSLLPlr5VV+5PALWG3yyZSeP8l3QTagY7oJOnhvHGYJOZgs6Dd3oVy5NN6SbPP4xthbYY9BG5UIrtuxk+LdA16MY2otpu9borTYoCd8CXRn2DCWgk0cBdBq6UdFQ7RWtUMVCIQSuJdCjGNorabvWslttcC0BeocABAYJDN2eiL79KUjbZrBVyV72Bt0wODBXmQuXiVeFOlu/M6PzA3PaM/rM6GabZlk8oJMHCHQauh12Gkr09q1Le9m3J+wRh6WnI7VwsTqawLTnlaMTH/c/LTo7QqeNzbFPHt743DjOA+hktqDT0I3uNJSKIY3Dv4qpRYYVBCAwTiBVDL7fUP13vCM8QAACbyAwtNOQ7SLYzzZYid2qiN93MoKmGxB0N5pJ81+VTgtzQnRlSNWDMZX+5WVAZpI1qDrcOkZlnFs9vLY96OShB52Gbkg0pH/lMvv9R/tocsFjsucbeMRBG57zrXY5B5wf9gw9zoZOXhPTREoNYaijQbXWGnh5P5D+ljMM9FQxgE4eDtBp6EZvT3iv5S9G25YDv9CgDQlWEBgnICuG8a7xAAEIPJjADqIhfkw6w8QjkHecN0vXjnfM5eSY50F3O8UwD7qT58x4d6CTGYJOQzd0e8K7TJ9gSIOIWxKoB21sLrFiy07GPgm6ccWwupiuNtiKYmt7eYyeZwg6eUxBp6Eb2mmIH422RSS7Q2GKwcWE3aRANGhjgxUEthIYVwy2kmavLIZ27daAaQ8BCNyLwDbRYFLAVqV4xaOOlrO9T6viT1zyty7vNSFsEO8V8DzRXo7OAli9eEoP0nh/OcPLsUrxggAAIABJREFU0V1OQA4AdKCTCWiGO9ye0Do+2mrpWFpdVY8ObHL/8JEH6Fp0PYrh2ggbYKcNrBHzJFWgkwcCdBq6x4oGJoQ2IbC6I4EexXDHvIgZAhCYjcA20eC/3TRbDsSzIwFOPzLMq9Cl/d50g+0qdPJYz2MIOnksQKehQzRo3B5rxQ6NPLSXoCsXvjKMVElUVUVqUjYoHcqIlgxP6GKp67uXg04eQdBp6LaJBq0PrCAAgSMIlIqhp5dsrWyrhLK2pwvaQAACTyWw7dsTSxSyb1XYQsONjCVWk5dzkpAH6GR0mmKQszvU8GR0h+ZysnPQycBBp6EbFQ328wyGvvxepf1Ig30Jkz85oY3KhVZs2cnwz0T3JMVgwM9EJ4/vnIagk8cFdBq60dsT6U81lBG4mEA6lGQogYBM4GjFwBWYPDQYQuDxBIZ2GtKferS/QGE//mi/EWmv9E9VlZsQj2d66wQ5YcjDdw66VcVgDbJXllG71i6/spcMpN/wHHT98dyoJejkwQKdhm5opyH+6oQJhVRA2Ht/ysFjslsY/JK0NjznW7FlJzM/AZ0tc+1e2rWW2moDOf0RwzmjGsnoNFvQyahBp6Eb2mnwLm2PoaoJ4i9TlH84W4sVKwi8mcCqYngzHHKHAATOIaCLBqTAOSN0ci9s2cnAD0X3bMVwKDp5QG9hCDp5mECnodNvT8TuwtKfxkZVaENyrRVbdjL/g9D50hbOqyvdQV3LKLYa3j3+rfnu2B50MkzQaej0nYa0v/L2hD3TEI9AlrVarFhB4G0EfIMhW93sY/rKmJhJ9kob5HU/Pr+NKvlCAAIyAX2nwbq0b0m4MrDNBlt67OEGjyPbe0A0yMNzvqGNIwJcw747OtlhOoKlJsjGt2ygpT9iJWc60ukzbEEnjyPoNHRDOw3ZDzCYVvBXGko8DqnFh9XJBFAMMvB90b1qRdsXnTyCdzQEnTxqoNPQDYkG69K4xwZDGUH2VcyyASUQgEBJ4FWKoUyfEghAYFoCQ7cnPCt74DFekadtQnBXYtpRbwTG6aoBp121F7pxP+ahHepsteMpz5bRafGATkYNOg3dDqLBOjZ9gETQBmA2K7bs5BHZBV3PQtbWBKthtM3l9EcMV2Mecf5sW9DJ4ws6Dd0+okHrGysIQCAl0KMYBle6QXPGCwIQeDmBbaLBbkMIf33qkh9sWLqcYtFsz/ie81bbw2trB9ENmt8a+5tzHxw40MkAQaeh2ywaln7KSev+OCvEgcYWbho3sxpB9/L1awSdPF7PMASdPI6g09BtEw1aH1hBAAINAqlisPfVlixwVSwUQgACJxPYJhrsacdL7jWcDOXN3b38kndk6DV0pVWpD1IlUVUVqUnZoHQ4kuYRtiWEI3p5pE/QycMKOg0dokHj9lir+U8w06IX0GnLVtZRWyWUtRMCFNBNmMUlIYFOxg46Dd3ojztpvWIFAQhoigFuEIAABC4kgGi4EP6MXd/iwnRGcD/9tAkdiiEdxE3o5hz9q6ICnUwedBo6UTTYkw32fENAt+9h2vullxYZVpcQYMtOxt6Pzo6U/sZyPDcyhIY8WKADnUxAM9z2TIP3kf7Za61XrCDwWgKrimH1Ami8wWvhkzgEIDBIYPNOwybFYH87GyE8OEInm6+ekE6O50bd9aBbVQx2vFRfwaFda83KBvMz7EE3fxaXRAg6GTvoNHSbRcOXL1+iJ9MEWa+uEuLvXqaNtfiwOpkAIk8GvopuVTHIXd/dcBXd3RM8Ln7QyWxBp6Hbdnsi/Q3pxp+99ice/LcjN/20g/+1zNU/f5X+VgR/KEsbeKxOJoBiOBk43UEAAkcQ2CYa4mxtewnts7W19M2fzp+dNm/R0vcnrIvy72ub248fP2YgGvLlCGTP9sm5TR7fBrq0qrop+vKLngY6eTheYgg6eaBBp6Hbdnsizus9f7YqblKsNrbBK7WFlZg+SDcVqorB0i5lhMYCKyPw8rPXyBxYQleuTdYyfWWdWvvsNRLVLWyX0N0i+GuDBJ3MH3Qaum07DUt9mCxYVQYN26iKDYx4GMIEQQxtKg78cYpotukmyFIklENgXwJ27jeHwtqUmriTNLC0RHC+b454gwAEXkVgH9EwgixO/KYY0n2FKLfCTBOkC6U3KzcqRkJ6s215WfxmGptyz9AdStIPgVJPbAp4nsaHsponzSMiAZ1MFXQaum23J/rvOFg0cSJvP/0Qcad7FeW+RZREDGbYNtGIvNyKK1d5AmTbA5DsJwmrflZZS9CBTiagGW4TDXGSNkGQ7gqUfafXQJ2iod2MvYQSMiVzEjjhCsa6SA+xOTkQFQQg8DwC20RDel63JwzK/QADFN+bcFjpxkAVnyllf6W1qSLJxET2Mfy3RUy1awpLApyKSiadJY6uRzH4KT/+Lf2nDcraOGQec5XJrCtHubMEdJ2gymagK5n0lGwTDebRvt8Yfu15Al/d7ETuL/uYfZdBO5fzhYiewTuizWPOQ0fAafs0dDb/VwGmp/x4n3ouG7T7fUDtKrQH5HhQCqCTwYJOQ7dZNJg4KH8I0u4d+CsLQhuVVACmGmVThq5mNv3r/qN33hgQIPRDcMUAsX5iHHHMlgfPlk0nrBs13iwaLDe7K7F6Lre7BoJiyG5tjPxqU3m5tlriwxZhv/ONr2LvzH1kAsQxDzpDsRUCs24rsZiroJsW3Y10wKZQFdFgHdh+gw2VndSzRxbso//5CeGuhGmR9K6E+c8eX9iUGI01AnEEaubvtPI9Bkdn78tXiqWs9XX/neg8a2adPPqgA51MQDMc+p0GO6kL4qAaqLmK70eY7Kg+Ylk15FsVVSwUnkbAFUPaXbaOl5qg3WC1/Wmp0REEIACBjIC407Avx1Qx2O5FVTGsfkuCbYldBqU8Y+3i9qlOUsWwIzpTFfF6Kro0rx3RvQEX6HYZZWadhvF60WASId1jWDr3R3m6tZDuc1SlhgblzVbsdvaPfrbHcCY669pf/dHO3PJMdDNzEGIDnQDNTUCnofvw6dOnr1+/XohvVe7F45Bpy+xvT1jyaQrZaq6hwQoCDQJLc6wsz0q2NijbW1RxLFx45DbgUAUBCFSP3FtjsSt22/K/fqehH2L6VU/7iYj44xTmYfXbHP29vLxlnI1ezqGdfnU52BGduYpXNRLTCv6q1t6ucEd0t8t9MGDQyQBBp6EbehBS6zK12vQcpd+ASLWCuxr5ZuZ4Cg/zwJXr6oDaWlOlFIWri1G7QdX5alS3bvDClPcaL9DJJEGnobtYNPhXN/tDN93gLzcx86VnIPp90hIC/QSWFEN4WF2JVhv0B0NLCEAAAicTuFg0aNnyzKPGrcdq9aTY4+Spbdpw2rVPZbJLXqCTMYIOdDIBzfBOzzRoGWK1iQDXwUu4Vldn0C2hWy0H3SqipQagWyKzWg66VUTVBrfcaahmQiEEjiMQisHeVHthAapioRACEHgYAUTDwwZ0NJ3V6+nRDm5onzEp9YEriYawyEwy5VE6vCGkoZCZdTI+0IFOJqAZIho0bo+14gSWDW3/opyiS99nEsH9R4Nq7WOn10JizLoFMOvFoFtntNACdAtgVooRDSuAqH4tAT+dX7WyXNv7awedxCEAgTYBHoRs83ldLRe+PuS+wbBJMYBOPlpABzqZgGzIrNPQsdOgcXus1abT5FMpuGLYmt2+6Pb1tjWXk9u/Ktl92YJO5gk6DR2iQeOG1WMJaIohw7F6EbPa4LF8SQwCELgzAUTDnUfvgNh3OWUeENdJLnvSXzrfh+3qFcxqg5OynaabHuzTBDtXIKCTxwN0GrrHioallZ31uj1R3synZxFp8GlUtZlTCzp5DoAOdDIBzfCxooFjSZsQr7XqUQyvhUPiEIAABJzAY0UDA6wReOe5M81a3qN6JzptmmVWoJMxgg50MgHNENGgcXus1Qt3aMplt4SQKomqqjCT0uqxs2TvxEAnEwUd6GQCmiGiQeOG1UMIlIqhJ7FspS5lRFrCst6DlDYQgMAtCPDjTrcYpvOCLM9/5/V9ek+aYlgKM0PH3sMSqLL8VbOuTH+kBHQyPdBp6BANGrfHWr3nsnhfxWAT4j3odp/9oJORgg50MgHNkNsTGjes7k1gd8VQ4uA6pmRCCQQgcHcCiIa7j+DO8Z9wNt054u3uxnOsCoLULdd/m4ZlfEQ2dfekxqCTRxN0GjpEg8btsVaPP9v1rBRVTRBDvoRoqfyxc2W/xEAnswQd6GQCmiGiQeOG1S0J9CgGVuFbDi1BQwACpxDgQchTMN+nk/ZF9n3yqETaoxgqZt1FD0bXzUBsCDoR3E8/gQ50MgHNkJ0GjdtjrZ56nZ0qhuo6O574uIfHzqq1xEC3RmixHnSLaNYqQLdGqF6PaKhzofRJBMo9hmy9yGREqSra7Vl9njRbyAUCEGgQ4PZEA84bq8rz5d0plIqhJyPTAfGqti9rn4eumvgRhaCTqYIOdDIBzRDRoHF7rNXDLpo1xaCNbrkbwYLeSfJhs64z612agU7GCDoNHaJB44bVDQicqRhugIMQIQABCAwTQDQMI3yWg2dcHFsW5yuGDJ3fv3jW7Dgqm2fMuqPoNP2CromnVQm6Fp3lOh6EXGbzypoHbNntIhdWF5SywQPQXTXlQSeTBx3oZAKaIaJB44bVpAQ6FUN5yk/zWV2IVxtMSoewIAABCIwRQDSM8XucdedJd868O4M/6JTf2fuc6K6NCnQyf9CBTiagGT5WNCxdSh50wtDoT2h1Xz6Xr573RXf5PASdPASgA51MQDN8rGjgWNImxE2tUsWAXrzpIBI2BCAwP4HHiob50c8Z4eXX6wKWMuZSMqZKoqoqUpOyQemwjLMMo2xDSZUA6KpYegpB10Op2gZ0VSyrhYiGVUTvatBzdpyKiHbkZ2m2VUJZWyVwO3TVLC4pBJ2MHXSgkwlohvxOg8YNqykIaIphitAJAgIQgMANCSAabjhoR4bceVV9ZAi9vmdTDDdC14v4rHagk0mDDnQyAc0Q0aBxe6zVXXY7Z1MMNiHugm7CuQs6eVBABzqZgGbIMw0aN6yuJDCuGFavz1YbXJk/fUMAAhC4iACi4SLws3Y7fj4+OrOeCNun/NWLs9UG1Rx7AqsaUgg6eQ6ADnQyAc0Q0aBxe6yVdr48DUfPEnlVClf1exr84zoCncwWdKCTCWiGPNOgccPqAgI9iuGCsOgSAhCAwGsIsNPwmqHuS3TaE3ME1rj1cO1V17To+kb+ylagk+mDDnQyAc0Q0aBxe6zVtefdJazZylgNMhUTpbDITLIGVYdLwSyV7+Jkyfmzy0Enjy/oQCcT0AwRDRo3rM4joF1LpYtpqSEs+mhQrT0vPXqCAAQgcB8CPNNwn7E6JdLZzqCaYjgFVd7JbOjy+Cb+DDp5cEAHOpmAZoho0Lg91mqq3c4bKQabEFOhu9cEBZ08XqADnUxAM0Q0aNywOpzAvRTD4TjoAAIQgMAEBBANEwzCTCFMsts5rhjMQ7yqgNu1VZN24STo2kHOWQs6eVxABzqZgGbIg5Aat8daXb7b6YtgO4zVhbJtboO32kAY4CN8CmHc0QR08qiBDnQyAc0Q0aBxw+oQAqYGVhfB1QaHRIZTCEAAAhD46afHioali1FOOe1p33PabnuQay/sWo45Nbx7/LtA0JyATuNmVqADnUxAM3ysaEAcaBPiKm6x9i2pPU/nqvB6YM4cW0/8F7YBnQwfdKCTCWiGjxUNGg6sLiGQXS0trYOhJ0phsWRySTp0CgEIQOCpBPj2xFNHVsyrPB+LjrrNtP1VUwnxKrsyn+mrbHBEyfnojsjiEp+gk7GDDnQyAc2QnQaN22OtTr5k1xRDD/1I5LRV9WR0PRDu0gZ08kiBDnQyAc2QnQaNG1Y7EDhOMewQHC4gAAEIQKAggGgokLy74LTr8ucphtPQPW+Ggk4eU9CBTiagGXJ7QuP2WKtzdjvHFcPqWrnaYPchPAfd7mHP4BB08iiADnQyAc0Q0aBxw0onMK4YVhfK1QZ69FhCAAIQeDEBRMOLB7+W+vgZveb1n2U9/s/fJGjH3Fnbk1qnq7c1A5084qADnUxAM0Q0aNwea3XoNbqrgYYmsN4PDeDQYbtv5Idi6XEOuh5K1Tagq2LpKQRdD6WyDaKhZELJIQT8kqhxYdQQE4cEhFMIQAACENhIANGwEdjTmzdO6iOpb3K7pB7SK4OszQwXDZtyHIH5PFvQyWMKOtDJBDRDRIPG7bFWR5x9hXWtDKNUEtGmrLpkeMqYLwnjjp2CTh410IFOJqAZ8jsNGjesegkIiqHXNe0gAAEIQOBcAoiGc3lP39u+V+2vUgz7opt+puwZIOhkmqADnUxAM0Q0aNwea7XjbuerFINNiB3RPXZ6LSQGugUw68WgW2e00AJ0C2BWinmmYQUQ1RqBExQD11ja0GAFAQhAQCaAaJDRPdNwl5P9uJNVQTDhVcJ41s+cUh1Zga4DUr0J6OpcOkpB1wGp0gTRUIHy5qLxk/HqoXhHQdAzJcbR9fTyyDagk4cVdKCTCWiGjxUNS2cmjjFtovRYBfMl+O6EIeiBSRsIQAACExJ4rGjgzKTNttV9giW3brhq3tYTS85vUb6a+y2yuCRI0MnYQQc6mYBm+FjRoOHAShNbW1euqnRIuy4baIGdOaDzR3gmjU19gW4TrrQx6EAnE9AMEQ0aN6z+SWCrYnDLbLFrq4SylgGAAAQgAIHzCfA7Deczn7rHradnTTHsgsC69tcu3sadbEU33uNjPIBOHkrQgU4moBkiGjRuj7XatNt5oWKYcAA2oZsw/gtDAp0MH3Sgkwlohtye0Lhh9dPlioHlklkIAQhA4GQCiIaTgc/eXacU6GzWyHZ1W3W1QcP5JVXjTC4Je4ZOQSePAuhAJxPQDBENGrfHWvVcvo+vU6u9rDaYcADuGPMkGEEnDwToQCcT0Ax5pkHj9l6rccXwXnZkDgEIQODmBNhpuPkA7h1+WxO0az2W291W2AthD5y9+nqYH9DJAwo60MkENMNbiobffvstsv3ll1+0zLGqEmjsdsby1JAFDfNqd08qfHPug+MIOhkg6EAnE9AMpxMNJgg+fvxoyVQPhqhNs/327RvSQRv+fqvsgqY6Og0x0d8RLSEAAQhAYFoC04kGVwxVXlXFYC3NpHoOqzqhsE2guttZLVz1kzXIxihTGA8YQYFSm+F7akEnjzXoQCcT0AwnehDy119/bV+qpnri849X5MxOgzb8pVV58pZXJXMVr7IjK2nXVk1mLizRzRztVLGBTh4O0IFOJqAZXr/TYFrhy5cvq9GnzzGkx4nbfv/+fdUDDQQCsmIQ+sIEAhCAAAQmJzDRTkOblGkLb/Dzzz9Hyyi0kvR92xW1DQLpZs/RisH8+6sRz42qUnQ3CnuGUEEnjwLoQCcT0Ayn2GmImwu2nbC068BegjbAW61iF2dcMbSXs+dtqz4vo62TR24POtDJBGRDZp2G7nrRYHGnTyQsiYZIL3t8wTYeXE+k9y80FlgFgVXF0BYE5ocDkukEAQhA4HkEphANz8N634xcDbRP+e3a++Y+GPmq0hr0/2Bz0MmDCzrQyQQ0w9s807A1PTuWtr68Cz9r2vvXvjFN8NrcR8bdtRToBIagk6cN6KZFt/WcdZf2j91pkK+Gw/CFb2zWetYvzJ2UY/R548s3U4KZMDIT7iICtsb5WNGwFcTL27tat1XS3vi/VSCxjFZrX17o6F4OQUsfdBo3swId6GQCmuHtRQPfqtAGPrVK153y6ipaxjagl2Qf0RMQkKci6EAnE5ANmXUauts80xA/z7D0LQl+FFKbASNXKnbU+Wupa3OeaYullpRDAAIQgMD8BG4jGkITpFsLqYDgx52E2VYqBs7xAkY3AR3oZAKyIbMOdDIBzfA2oiHVBHac2Ed7Nf66lYbjVValYrD02bKT5wDoQCcTkA2ZdaCTCWiGd3qmwf5CVfz0U/YbUPbXsbX8X2tVVQxbaaxe5bCibUVKewhAAAIzE7iTaPDNhvInI00x8EDDpknWUAxRhSDYhNQaN6hudfW29qCTRxx0oJMJaIZziQY797evTf2uRNyqsPbIha0D315lnH97FLb2+JL2QJMHGnSgkwnIhsw6Dd1coqEzh/T5hk4TmjmBtmKAEgQgAAEIQKBB4JaioZEPVQ0CnbceEOANho0qBFkDTrsKdG0+jVrQNeC0q0DX5rNUi2hYIvO08uwIqSoDjqKRUa8iHXH4HlvQyWMNOtDJBDRDRIPG7WZWghowkzTJcm1abXAzRoQLAQhAAAJrBG7zOw1riVC/SGCTYkilgAkFfy25Xm2wZPjI8kxFPTLHg5ICnQwWdKCTCWiGiAaN222sNikGy6rcUbhNqlcHCjp5BEAHOpmAbMis09AhGjRu97DaqhjukRVRQgACEIDARQQQDReBP75bTTGku5323l9Lwa42WDJ8ZHmK7pEJHpcU6GS2oAOdTEAz5EFIjdvsVraUaJtvYbVqvtpgdkZ7xwcQmSjoQCcTkA2ZdRo6RIPGbWqrHsXABcrUQ0hwEIAABKYk8FjRsHRSfLy67FEMDQg95lPO5OuDAp08BqADnUxANmTWaegeKxoa50WN1C2sxg+Dd3LbZXBBJ2MEHehkArIhs05D91jRoOG4tVWqGF670XLrESR4CEAAApMTQDRMPkC94ZV7DKWOzpRE9tHbl356I3h9O9DJUwB0oJMJyIbMOg0dokHjNpGVn/tLidATYliFgND89PT1+Dagk4cYdKCTCciGzDoNHaJB4zaLFWJ5lpEgDghAAAIvIMCPO914kI9QDLHlcGMuF4UOOhk86EAnE5ANmXUaOnYaNG7XW+2iGMrDhi07eWhBBzqZgGzIrAOdTEAzRDRo3C626lEMpSDIgma5uXgU6R4CEIDA3QggGu42Yj/91KMYZEHQ4/x+yE6JGHQyZtCBTiYgGzLrNHQ806Bxu8zq6Ikuq43LiEzTMejkoQAd6GQCsiGzTkOHaNC4XWN1tGK4Jit6hQAEIACBmxBANNxkoIq7EiYgytd4MuZz3Mk7PYBOHnfQgU4mIBsy6zR0PNOgcTvbyuZ3uZmWlWTHQHlIlB7KNHralFaUGAHQydMAdKCTCciGzDoNHaJB43aqVVUx9ESQHhWlhujxQBsIQAACEIBAEOD2xOyTQVYMWmJoC42bWYEOdDIB2ZBZBzqZgGaIaNC4nWR1smKwrNiyk4cWdKCTCciGzDrQyQQ0Q25PaNzOsBpXDFyFnDFO9AEBCEDgNQQQDZMOdY9iaGsC7RKkp99JkV0dFujkEQAd6GQCsiGzTkOHaNC4HWvVM5s1TbAa90FuV/t9QAPQyYMIOtDJBGRDZp2G7rGiYekqfP6J0qMYtMHGCgIQgAAEIDBC4LGiYX5xUB22yxXD5QFUsdyiEHTyMIEOdDIB2ZBZp6Hj2xMat0OsZpjENxVbh4zHRqeg2wjsn81BBzqZgGzIrNPQPXanQcNxoVWpGKwki4dZfuEA0TUEIAABCLDTMMUcKBWDh2UqIV7VQM3QX9VaobBUKoKTd5qATh530IFOJiAbMus0dIgGjdtuVn7KH9lCGLEt09jXW+n/wSWgkwcXdKCTCciGzDoNHbcnNG77WJliGJ+46OV9BgMvEIAABCCwRoCdhjVCh9X3KAbfh/B/q4G0b15UTdqFSJA2n0Yt6Bpw2lWga/Np1IKuAaddBbo2n6VadhqWyBxb3qMYxjchhBwu6VSIc0IT0MmDAjrQyQRkQ2adho6dBo3bkFWPYhjqAGMIQAACEIDAAQQQDQdAbbqcXDGwZdccvVYl6Fp0mnWga+JpVYKuRadZB7omnsVKRMMimiMqJlcMljJbdvK4gw50MgHZkFkHOpmAZoho0LgpVvMrBiUrbCAAAQhA4DUEEA0nDXVVMVhh+joplGY3bNk18bQqQdei06wDXRNPqxJ0LTrNOtA18SxW8u2JRTQ7VtjsXNpFjPKlGezlS+Y7BumuTuto98gvdwg6eQhABzqZgGzIrNPQIRo0bhusGophg5eFpiE1OAAWCFEMAQhAAAK7EeD2xG4oq44OVQzVHgcLlzY8Bt2+wRx08iiDDnQyAdmQWaehY6dB49Zl1aMYViduewuhXdsV5b822t2hEMNNTUAnDxzoQCcTkA2ZdRo6RIPGbd2qRzEwa9c50gICEIAABKYhwO2JQ4aiRzEc0vGw09Wdj+EeHusAdPLQgg50MgHZkFmnoXvsTsPShDjh4v6+isHm0Al8tJk6vxXo5DECHehkArIhs05D91jRcNWEuLVi0OYQVhCAAAQg8BIC3J7Yc6AfoBiWdmj2xPRQX6CTBxZ0oJMJyIbMOg0dokHjVrF6gGKwrK7aoakAvVsR6OQRAx3oZAKyIbNOQ4do0LjlVs9QDHlWfIYABCAAAQgkBBANO0yHJykGtuzkCQE60MkEZENmHehkApohokHj9k+rJykGy4otO3lCgA50MgHZkFkHOpmAZvjYb09oODZZucbnoN0EjcYQgAAEIHBfAuw0iGPnGwzPUwzsdooT4qefQAc6mYBsyKwDnUxAM0Q0KNwedksiRfA8GaQMsGQDOgnbH0agA51MQDZk1mnoEA2buT1YMWxmgQEEIAABCLyJAKJh22g/XjGw27ltQiStQQc6mYBsyKwDnUxAM0Q0bOD2eMVgLNiy2zAh/rUp6EAnE5ANmXWgkwlohoiGXm5vUAy9LGgHAQhAAAKvJIBo6Br29ygGdju7JkStEehqVLrKQNeFqdYIdDUqXWWg68JUNEI0FEiKgvcoBkud3c5i/HsLQNdLqmgHugJJbwHoekkV7UBXIOkqQDSsYHqVYlhhQTUEIAABCLybAKKhNf4vVAxs2bUmRLMOdE08rUrQteg060DXxNOqBF2LznIdomGRzQsVg7Fgy25xQqxVgG6N0GI96BbRrFWAbo3QYj3oFtE0KxANdTzddqAFAAAVD0lEQVTvVAx1FpRCAAIQgAAEfhB47B+sWtp66lGXb1YMb859cE0AnQwQdKCTCciGzDoN3WNFQ484qCJ7+UySuVVhvqoQdPJwgw50MgHZkFmnoeP2xL9we7li0OYQVhCAAAQg8BICiIZ/DjSKwVgYhJdM/d3TBJ2MFHSgkwnIhsw6DR2i4f+4oRgcBFt22oFkVqADnUxANmTWgU4moBkiGv7ghmKI2YP61g4kn0Wy7csNmXXyBAAd6GQCmiGiAcWgzRysIAABCEDgdQTeLhrYY3jdlCdhCEAAAhBQCbxaNKAY1GmDHQQgAAEIvJHAY3+noT2YfiOQZ4jalKiFAAQgAAEIpATeKBrYYOAYgAAEIAABCAgEbnl74m9/+9t//Md/2L9CwigGARomEIAABCAAASNws52Gn3/++e9//7uP3H/+53/amz/96U/fv3/vHEsUQycomkEAAhCAAARKAnfaaUgVQ2RiGsLKy8TKkn7FMPjV51ubl9w2ldw698HgN4EqGw/2fmvzksamklvnPhj8JlBl48Heb21e0thUMpj7pr6manwb0WA3I2KPwXYX/vKXv9i/jtLK7W5FG6sNMI89thFRCwEIQAACEGgTuI1o+Otf/+qZ+P0I+2h3JUI3+K2KpVRRDEtkKIcABCAAAQj0E7iNaIhthvRmxOoGg4FAMfTPBlpCAAIQgAAEGgRuIxoih1Q0/Pu//3uUV79MgWJojD1VEIAABCAAgU0E7iEaUkGQCoV2qiiGNh9qIQABCEAAApsI3EM09KSUffESxdADjTYQgAAEIACBfgI3+52G/sSs5chXYkZsB7vGfNMoZ40ZOJke6EAnEGDaCNBubfJM0cC3K289KQkeAhCAAATmJPCc2xOdP/E05zAQFQQgAAEIQGB+AvcQDavfkpgfNBFCAAIQgAAE7k7gHqIhpZw+8Kh9q+LuY0b8EIAABCAAgUsI3EY0xI8/pqIhfibyEnZ0CgEIQAACEHgVgds8CGk//vjnP//Zxsb/QpV9NMUQPxNpf4rCh+23H69ffrxeNZAHJWswwzNIN80x0JVzsvPwBF2JrrMEdJ2gymagK5nUSz59+mQV9nWD+V+x2VBmYsGXD0JayfxJXRjht2/fnGQ1hqhNaVthtfFLCqtzrGQCunI+VNGVzUBXMomSz58/pwdj1hJ0GZAMV4ouOzWArjHr0irTVfbxpxuJBgu3qhusvFySfIqgGxqzIY6isk31KGoojNLD80pKqRolqW4AXTn0DXRpY9CV6NKSDCPo2riWTgqGMT0vMOvaGNNaFw23eabBDxh7oOF//ud/7GaEv+y9pWSZxIMONhtMYMZ0sfJff/21sWa9s8qYtH+S5ePHj0HGeKaa/Z03KdJZ5HMsZZLiAl12TKUTxudSupqnYEHXWI7axx3oSnTZbwSXDbwEdEtkFsvvtdNQ1USxBqX6MV2YqlYvLEzPc+mEyFCk0juqUtsXogtc6RxLmfhmA+jKuRHo0v2Y8vAEXYkuSqpXw9VaDtgg4BMvPWBLwsy6kkmj5Ja3J6r5xKpki3j7QKqav6ewUzRURZhRqnJ+Cb3qmS9l4mdE0JXzIdClVaUGBV2JLkri/FeKLWsDuio6h5aeFMpmoCuZNEpcNNzm2xOx9DTepDt46XtLtb251/D5pCrbCg4OxuTLly/V7Dq39aq2jy9sTyTQlROgepUcT6rHqg26Ep2XxB2cpXUMdCW6mGB2wNp7/2jvs+MXdCW61ZLbi4aYHJZqe0FfZfGGBimiJdEQHDKetr77MZYyfwM0y9HUd5lpY+6BbmkWWbmdBWOxLh85Al020/w4rWqvrCXoAkgcm+kjC0GyPFOArlzflkpu9iDkUhrt8hee5NpAqN2FQLoe7eLw8U5sabYncEOt2omwXL4fD2FTgs7H9DqgNnFrrPl22DZqN/XyzsavEA3vHFqyPpRA+vWTnqvAQ4O5i/NsN7jcZrhLIufEaec2JwaoEeB2eNorfYwGuT/C8/a3J0aSxxYCAgFbytNFh8vlfobGyujFudDOiHYBzWXfEkCfZna2Y5thCdFSuRFzaKG3/OPqPdklh5QHgVeIBg45ZvxeBGwNSted6rMOe/X1PD/pUu4YeRJtaZTT5x/jfYrLCoPnkpPXllf3ZtKD16Qq5wVtetz+9kQ68FyyaJOg04r13SZbKAb/KhfoOglkzdI1vX3YMuuMgM06f6UYrQR02vQzK9DJ6G4vGtLM03mQvkdRbpof8S24pePqnTwt6ziB2TZ79VIGdNlMsylkD3/4a2kS+jQD3RKf1XLQlYjs8PRXWeUlvoiBbolPq5xfhGz8lsWDq9Jn97I0yx/esQaN9g+mFKmlTBo/FwO6cjLE6mNTqMrTy0FXojMy2StOckY1eIIuQ5cuVkuzzk1AV866Ronpe6u92R+squaTThE7qOxjemg1lviqt5cUptDKlFOZaQDTQ8uqyvaPL2np7h91sTaBLpsMGRADtTSdQLd6HKUrW9oYdKuzLkVn76M96FZnXTR4jmiwlNIJkU4Ce99P5FUt26IhW9ZTpKlyfw+xbFKVHwML6LJZkc60BjezAt3qAbUkGkCXoWsAyU4KjZbvXOsak/BRosHyrOqGRv4vr2qLhqUV/J1HUfu05yfClEx1GXonOj/KlgCWTEDXXpeWRAMHbMmtOpfSPYYwqbYsJ2fZxdtKXDR8sGcavn79asmXFwG3K7GU/KEqi9yec3nn83r7jlo87gfPrWBBlxHrPzxBt3WyRXvQMevkybNqaE+Cm+p6lGhYzZkGEIAABCAAAQgIBFw0POorlwIFTCAAAQhAAAIQ6CSAaOgERTMIQAACEIDA2wkgGt4+A8gfAhCAAAQg0EkA0dAJimYQgAAEIACBtxNANLx9BpA/BCAAAQhAoJMAoqETFM0gAAEIQAACbyeAaHj7DCB/CEAAAhCAQCcBREMnKJpBAAIQgAAE3k4A0fD2GUD+EIAABCAAgU4CiIZOUDSDAAQgAAEIvJ0AouHtM4D8IQABCEAAAp0EEA2doGgGAQhAAAIQeDsBRMPbZwD5QwACEIAABDoJIBo6QdEMAhCAAAQg8HYCiIa3zwDyhwAEIAABCHQS+LfOdjSDAAQgkBH47bfffv311+/fv3v5zz///Msvv1hJCcpa2svKrYG9ygbtkjC3ZlX/bfNqbemz33N/y2rXQmH0eH7XndGmPKujnEZeplM1KcfIgqkWdga51Cz1udQmIozgqzEvmT+n/NOnT5bM77wgAAEIdBP49u1bYxH8/Plz5sn0hLe3N92d/LNhmO+4WKUpeE+NjLIqIYURkzRUez/i6jhbG/SUUtlRtTYKqxMj9RkOl+aSkZHhpBNsaRpEhNEgm+cjAZS4JiwxaWVRcXtiaYZQDgEI1AnYldbHjx/rdT9Kv3z5Mu0FcSNsqnYkcPIE8Dlp0/LDhw87ZtHvyvq13u11cuL9Ee7VktsTe5HEDwReQcCuNkwTRKp2+ZVuNcetCmtzu83b7Fo5TTOresVIjyV5nHC0+WaTcCy6lvXSWMdttWgg3GhrdXyTOkTDTQaKMCEwB4F0j8H2Y9N1028MR4OjF/dOHhZV5+KeXSOaYWigwcvH/hg6k7q2WWc6hv2Is/vRYnR1rFcbXDs6R/fO7YmjCeMfAs8hkJ4D7HqrPBlbSVyHxRm3nb8twba1m75Kt6kHi2G1sZ/VvJlvWdv7ttt2kNXaCMO6i6gCUX8MaUv32Xm6jQDS1Epv1qznPGdO3KGrvRSym0eOjnSVp02AoFEFqBVGnBGAvUm3hexjmm+EnWY0Elj4CSwpCt9jG/GvYTnPaulByMaDIfYohMcnP3ViHsy2mmTbp5v0PyFi3srnayK17DGW0m3V3JuZk3ao0cxalh01PGdhmHm1L/NZug1b9++4smb2sVrutlZr3aUxeImH4f+WoCh5CQGbAHHYbko5DLPZVV0EyuUl7bdqkgaztLZkq0farJrLarIRSRxTVuLLQmcM1m+jpbvK2kRhyiHib3iz9tU0o7AKNgqXhiDMUwhVdNWAU/9leKnPqC3nUhl5TLPUQ9YsXRirAZfxeEn4cQ/VLlLnS35uV25KyGL+6dmiwUc3HZvGvMmGMA6/cmh9hsXRWzbwkphMMYO9vOE5cxVTOZuC7jlzG7blwhEt02PDUPQEVh6QS/lS/ngC6WTYlGxMvHTKlbMxK4kusnKfumkwqdus3A6W1DwOpfQwqeaSWlUblIeGlfiy0BmDuc1aVgmkobr/pdhSb5bpUu496ZTM3XlWHjx9UfI2acDRII0tAqgyrBaWkyEGPe3abD1xb18CSUtiDc9miHtI/42W6ZB5alZVBpC2r9K+Y+GKaIiUAkeaZMwMK9ToxKxqsLM2mXPv100a/WZDmOUSUy31loaxZB4xp+k34o/ZuTS5G7YONjz47LTCdHKH28yPt4kJHWlmzNMsllI2z9bMHPpY+L/tsKl9MIFySkeyNoXKV9TGvI1Jmx5N6UxOy6vT3mIo3VphLAgRZJRY+3YA1SELk7THtGV0ZG8s1PTo6IwhPe7SaMPcCaRM7P2SlcXW7ncpEU8qTSeCSftKhymL0DxkUaUxl/4DY9pp+32YlEOZ9R4t05Ci0N6UwadjXQ2jnXvVZ9rjM967aBh6psHvFfn9rbiH5Declj5Wx6MsDM/uPLs/5F1Uq9yVNbAxLueB+4nYvEF69ysiqZpb7VK5OcluHPpdrnTWuvMlD55UmqklWG1c5pUB9HvJHkDcbDPP7jzM/U30WO0riJmfeJXjRQkE7FZu+WpgSad6+t6mWUzR9EZ1uErPRqlhHMh+8rZ/Y/KbbecDFo2AG1UWsPXuB4g364whEjQPabSNY9xSDqssxzRCiyfg2JuIp5FFVKXBpFGltKNxtdBq03GsrrE9kezYxuKJUO0U7kBmCGzHHM9xNfTtCZu7PrntgLT32gCkk9Le+1z3B7D9jGue7WMq5ay76DercmoxP+xELnCMRDLzhlufjulRakH66pYufEueLchsUfOW5jDlY828C6utrqeebMoq0ne29jEc2pt4Uim6c/Jh5d2lhY11SkCNyWsJxMFSniB9Zi6RyY4IM8+OHW9g/n0xOVQueJBxXKeHm73vj6F6mFcJNA78tL1l7YetK4AywqrzfQstfV9Ce84OFmdMiQijvdCtRmtUA1cKxNxmwFNX5ZWe1Tbar4bxsAZDosHg+lz0mWFDLpAtD2n3Gc7NrbWxwpj3UWXdWZX9W8626jh5ezuW7MznbqvNhEKLLU3fuvBjtTMw69FnagC0uV6du1tjc4flutzpJ+K3YPzwq6q0Tm80uzuBOEOXh206XTtPbEs0bNL2e/CD2lxFSDZpM+271NFx5VtjEFZOC96XnTQLW9my3A2LvYxn9ax8HAH3HOuGluBgeNZpBBCujEbIqer6HCeawd6faj50e2KXeRD7ZvbGR8sPfpvl/s0W/5iObvS7NYCYDTZp+lelnrG3SMy5x+O9+L8edixnDVfWPsJL/TRM2lXWtQG0rkcWCwvJxsW2LuxNbGBUj7R2MNQ+g0B6xGXTwCdwOo3PSbmcjelZ0ya/nTZsDsu6Wcvi0BgiFzu6s/RtgHzvvczXGms7rxoBt4o1rWcNHOloydYXLpsDVSAR3pI55SWBoZ2G0p1QsnTiz8a42swKt577/fxncZqtzZgjprIfxpnet8O1etegSsyjSo9wT7N/iltLN7GjJaws5TLfKtiIql1bDZ7CBxOIeWU52gyvTumtc6ack6UOaCANc18xUttqeA1Xe1UJMZhJys0+uhMrzHj6ER2LQ3UUzMTN3c/WRXIvDu6nvNbf13+Pt1gDDUi67BuZ/kW1p6M3tBnaaTgIkB/8Pu990tu4ZkeUd711vH3GmCt36MvNVidLWftRarXm31LwVzS2I2fJ0Ms9U38f5qlyytaOhjdz5ctEbN6kjSPOeNNwZZ2ef3XSiIeqywmkc7KcG+mK3A41Pe6yYzBOcmlf4S1tnM5hP0CWZnUpTdrhjdT2xxAJZud13wq1wtKVp2mHdgnEyNiI2CvWCl/r0sbu0P61xv4aybTHNhvcHpO92vjyZUAiBiux3FdX470CeKafpd9pMJHur+AbJaHffeM6+xiHQbojZO9Tc3sf8zgrT6usTTTzvmIMUucRRunK20d55BLmFm1pFSWZeVae9utZl948/rK89OwlZS7uOQPoiZRuPcIYgnTKpgCtQbRJ0w/aURjNAp35bBCj6g0EsqXQp1N11pUTyZpFYerHJphNv5iB2eGQObeP1jKdkzEt08Kqzwgg7as6ammn1QYRv7lKG2gxeFLmquw3DTX6Kptl/XpIVYdpy3AY6QQi87BEqWxc9RkxZHOmnANpp1Gb+ozCSDw1abe03iPNNKPwUMJMBzR7H7lYp52JNLzdqMr0lkW7+ONOkUkMRppbdkhXP3qhD0YK1/3EyFWRpTPA/IR56tPfl57LONOSdHKYh2rvUehdlG2yfK2Bu00ncZpmWV56Ln26hypA51O6dRN3lf3rx0x6wFiDOJDSaDMsmZ+SBiUvJFCdY1FYLhpx3KWTNpuNmc/00A7zpX7TmbzUxssjgLT36gimnVYbREfZcWSNO2Owlo3UgkAaavSVFkZS7X7DYbrAhsOwXRqjFELZuOozTLI0o7z0k/aS+ixdpXGmLc2nV7UnmDWL3FfHupp7Y4qmVantrd/3igYtSRuMGA/Ng1k1nDSqVrtz2/HwVjuatsFWehCbdigvDKx6tsvOXhFeNE4Xej/Gq+e5bM1N+8pOD+nS792VDawkLfRj3/6NrqsYV08kYV4uJqlzb1aNwfutkkwJpN7SvlLDKK96sxhShyUNiyTSScdoiVLZuOozBZsOdJSXflKT1GeUL82l1H+kUA5EddRWx7qayNIYZbSrs+uOhS4aPtjtia9fv6YzJkXPewhAAAINAraO2MsbyHevUyd21zluyS/129NpBCNHtdR7f/mmGNI4x2NOPfQg7U9q5pbpswvpLEonjMV/HJBNIz4zyWps9mCQqStEQxUOhRCAAAQgAAEI/JOAi4YZvz3BKEEAAhCAAAQgMCEBRMOEg0JIEIAABCAAgRkJIBpmHBViggAEIAABCExIANEw4aAQEgQgAAEIQGBGAn/8jLQ9WXrmz6XNiIGYIAABCEAAAhBYI7DhDyKsuaIeAhCAAAQgAIEnE/j/AbjoHz8iTfY7AAAAAElFTkSuQmCC)
Figure 1 -- Plot 1st hit on global tracks. HFT layers are clearly visible.
Figure 2 -- Plot number of possible hits vs radius of fist point on global tracks. The line is at 45 hit points (i.e. the number of pad rows in the TPC). There is some inefficiency in picking up HFT hits exhibited. Further study will be required.
Figure 3 -- Plots number of fit points in the TPC vs number of fit points for global tracks whose 1st hit point is in the HFT. Points to the right of the line indicate that HFT hits are being found and included in the fit. However, it's somewhat uniform, so we may not be picking up HFT hits with proper efficiency.
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