From 62aea18c158909d7e461165762eeb36ddcb16c36 Mon Sep 17 00:00:00 2001 From: robbibt Date: Thu, 7 Dec 2023 03:27:59 +0000 Subject: [PATCH] Fix bugs in ML notebooks --- How_to_guides/Machine_learning_with_ODC.ipynb | 104 +--- .../1_Extract_training_data.ipynb | 425 ++++++++++++--- .../3_Evaluate_optimize_fit_classifier.ipynb | 9 +- .../results/ml_model.joblib | Bin 481497 -> 203417 bytes .../results/test_training_data.txt | 516 +++++++++--------- 5 files changed, 623 insertions(+), 431 deletions(-) diff --git a/How_to_guides/Machine_learning_with_ODC.ipynb b/How_to_guides/Machine_learning_with_ODC.ipynb index cd699548f..4be473721 100644 --- a/How_to_guides/Machine_learning_with_ODC.ipynb +++ b/How_to_guides/Machine_learning_with_ODC.ipynb @@ -64,6 +64,7 @@ "source": [ "%matplotlib inline\n", "\n", + "import os\n", "import subprocess as sp\n", "import shapely\n", "import xarray as xr\n", @@ -160,8 +161,11 @@ } ], "source": [ - "ncpus=round(get_cpu_quota())\n", - "print(ncpus)" + "if get_cpu_quota() is not None:\n", + " ncpus = round(get_cpu_quota())\n", + "else:\n", + " ncpus = os.cpu_count()\n", + "print(f\"ncpus = {ncpus}\")" ] }, { @@ -880,101 +884,7 @@ }, "widgets": { "application/vnd.jupyter.widget-state+json": { - "state": { - "1619aa7c0a0d41f892bc55d700874aba": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "state": { - "layout": "IPY_MODEL_ef7c7b47129f4bb7be210a31c9c6748c", - "style": "IPY_MODEL_6c45957fae8a4c9c90d0efa71fb7acd3", - "value": "100%" - } - }, - "1b9dd35d726a487c9e03b50cadec204e": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "state": {} - }, - "27c2edfba16545549cbc2446f65308f9": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "ProgressStyleModel", - "state": { - "description_width": "" - } - }, - "43e325ac2f4b42659d9ae321464c5dd1": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "FloatProgressModel", - "state": { - "bar_style": "success", - "layout": "IPY_MODEL_9b47cb4d6d96465b8a2446bc022c085d", - "max": 217, - "style": "IPY_MODEL_27c2edfba16545549cbc2446f65308f9", - "value": 217 - } - }, - "5ce2388f84c64f1eb830509fab75e200": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HBoxModel", - "state": { - "children": [ - "IPY_MODEL_1619aa7c0a0d41f892bc55d700874aba", - "IPY_MODEL_43e325ac2f4b42659d9ae321464c5dd1", - "IPY_MODEL_e6391b33874b4787837251849ceb2b1c" - ], - "layout": "IPY_MODEL_cc67c362ea5f4f80bfa29df7189ad3e6" - } - }, - "6c45957fae8a4c9c90d0efa71fb7acd3": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "state": { - "description_width": "" - } - }, - "91df15d5486440d6a2125e74e9befe48": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "DescriptionStyleModel", - "state": { - "description_width": "" - } - }, - "9b47cb4d6d96465b8a2446bc022c085d": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "state": {} - }, - "cc67c362ea5f4f80bfa29df7189ad3e6": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "state": {} - }, - "e6391b33874b4787837251849ceb2b1c": { - "model_module": "@jupyter-widgets/controls", - "model_module_version": "1.5.0", - "model_name": "HTMLModel", - "state": { - "layout": "IPY_MODEL_1b9dd35d726a487c9e03b50cadec204e", - "style": "IPY_MODEL_91df15d5486440d6a2125e74e9befe48", - "value": " 217/217 [01:53<00:00, 2.18it/s]" - } - }, - "ef7c7b47129f4bb7be210a31c9c6748c": { - "model_module": "@jupyter-widgets/base", - "model_module_version": "1.2.0", - "model_name": "LayoutModel", - "state": {} - } - }, + "state": {}, "version_major": 2, "version_minor": 0 } diff --git a/Real_world_examples/Scalable_machine_learning/1_Extract_training_data.ipynb b/Real_world_examples/Scalable_machine_learning/1_Extract_training_data.ipynb index e7c968381..348f3e3ab 100644 --- a/Real_world_examples/Scalable_machine_learning/1_Extract_training_data.ipynb +++ b/Real_world_examples/Scalable_machine_learning/1_Extract_training_data.ipynb @@ -62,7 +62,9 @@ { "cell_type": "code", "execution_count": 1, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "%matplotlib inline\n", @@ -98,7 +100,9 @@ { "cell_type": "code", "execution_count": 2, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "path = 'data/crop_training_WA.geojson' \n", @@ -115,7 +119,9 @@ { "cell_type": "code", "execution_count": 3, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [ { "name": "stdout", @@ -126,13 +132,18 @@ } ], "source": [ - "ncpus = round(get_cpu_quota())\n", - "print('ncpus = ' + str(ncpus))" + "if get_cpu_quota() is not None:\n", + " ncpus = round(get_cpu_quota())\n", + "else:\n", + " ncpus = os.cpu_count()\n", + "print(f\"ncpus = {ncpus}\")" ] }, { "cell_type": "markdown", - "metadata": {}, + "metadata": { + "tags": [] + }, "source": [ "## Preview input data\n", "\n", @@ -144,7 +155,9 @@ { "cell_type": "code", "execution_count": 4, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [ { "data": { @@ -226,15 +239,240 @@ { "cell_type": "code", "execution_count": 5, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [ { "data": { "text/html": [ - "
Make this Notebook Trusted to load map: File -> Trust Notebook
" + "
Make this Notebook Trusted to load map: File -> Trust Notebook
" ], "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -267,7 +505,9 @@ { "cell_type": "code", "execution_count": 6, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "# Set up our inputs to collect_training_data\n", @@ -282,7 +522,9 @@ { "cell_type": "code", "execution_count": 7, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "# Generate a new datacube query object\n", @@ -315,7 +557,9 @@ { "cell_type": "code", "execution_count": 8, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [], "source": [ "def feature_layers(query):\n", @@ -356,9 +600,44 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 9, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting training data in parallel mode\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "75d1233ecac64003b88f3140473014d4", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/430 [00:00o0*f{cEqUh1=$lP6&E%bnvs_^KDV!n_Q}bZ zIC0FVG1&#h_ZFXVTk$Q$tqN<3Xk&6SCXFvBF07AqCKY6hG)6|FXHOJ~oR>Xv%)~L{ z^M;G?zf5Fg!I(+e1tLaqVYSg?^2QVwCQr=I88b-)ijYjVC^d64t{;(=oj)m5JgD%* z+%b70CT8U3=VVVD;YKYUkW`prhKeeUDjslDVWVi^b=hM^hbD~}Rgf`qlE`L+OYA4> z?>L3WM$;aZoiS;$sJ2M{_$VHYGa_$%mK$yj_$jF^o+$vN%bV4X4bYiGZsBWlUs6nWHsFCQl<1g*CGCCKZg&zo9sE!k|#f zfTYlg1C9#S(Jd0HTUae;{OI<@p?ZTt4PwEK^kd=idAbuuh~_OGkWyGHZ^Zb?lkz7| znkdkt3X|2K8c|$WSClkoOlI4>$+`JAjL07|QVina!V?EY(Ov}w88=)iDwuDM)#Qnj zGhKes$}U%NVU4`3jA&djpbL+g7|O^ObxoQsp2rttMaSMzeZ+Itq#Hzds9mUwh?O*| zOYxmE?i0kGpD&L!d!yl?P^?2jtp=oo&JexWI&_vwHZ9a4)G^vb zq0XUmLR~`LLu_VQCe~ugy_1*8xXG$AA!lp%VsF7o8;J#E6mOC+AHn9?(z>FIQ}MQf{bI z?pk>CC7n8(nNb`X6Ph?6S-`OZrU*DL)O|oB0doWl2$(Cv zTM3va@U$7llLvGeaMXYlF%NX}CH?uQYBeWW^;r!C1qfbx%x%2&+!x2D?>opEAYzmr zxsjvYm9BD*i}5*5xC1Zv&z2W!?_0rg&G0}L*8@>K{Gp(VR)*-8;vouyL0(Pa$0&&W zUG$y1`EQT)2<`dpE!IHMCFp6LUp>OtjaOGV+5`E!!4E9uH=p+P_p36$W278TvUPrD zb2`o;X4@{5&*3#yIqP`JE6~VU$IRw0J^J=rM?brXL2S9vw&wF%Dt>JR(T^_LU?DGB z(6;*pyS`$L72O44Ze2fbyBw?1IZ?qANV)@g@;&)??F{T?jm&VTC&#!-QQ^lE`dNJ6 z$f8-l|8#&Mo+PJn#6v!)ub`J5H}-Y*^!h~;Qfqz0P=CqS+PZ$UAME?jD2K?hm34mJ z_Ou-@w0>=PU0G2F^921Og8AT`drH~#RyR)Rx|q#T@mvtj<(MD!RXFCMi{8JG%iu$v z`QTXBFVXf)ly9~yu>9w_d|sLgD6D>MM$Tkm0eF>!5S~eQ_|@z2v?pXL+1!P}d4V;erWeemxR8S~CLs6#J>k)Qo2qD&GeakZ8jJr58d~3k`%U?K46SO> zk${p)DD1`FDkRh^bWv!q$2bZNA5blHap*EDW5-QDNhLS0vw9%*PH4n{hM}N$;Se9=+4SIzQ-bnQa@6c0f4VRnSxJU%s0?`Dx2v ztJf)K#13)lS?5Q}FJwLXA26OBhW?V}Ow_({IP?tqjnw0(WxUq%%|FlV@GUdOk;t;e zf4!WveoZ;-g*vjr^ncP+UU>b1tX{n%Y^g~}o4{e8z`ntJlF>TzqKCh(`Ni6|8R#;+ zhjsmE|JmCcD3{Ey`{DF|$>oplDgA2xGany2Y(1N2)~_tjr~lDTZnQ``zvQI(XFWIT zphy1)60BdM4prd~6fGY^S3A)y=hzEkgH67uA9y;uTc=17Jk}sU6_`56U(Z^bUgYKxGN4>sMD;=%UL~B;28QI z@lCSx+Z~*>KRwiF`iE>Jx-JUK?DcOqlaCMA`X1|VKoKpt{)1xPuEh&au9^QiYi06< z2XU-RphrkKTg~L}2ZnAwcICS)mGJdXP)^zF(Njo%7h30sdPw$wUhhMnq8|ml?1A}9 zS)o#vxePg@;P}veNXfn zkNG8P5x%xQeQ)$rpw0U6dL4uLBH2?CY!~}+M*6h^cAn8*qNpvc%UNi)OCZOZkCs!c zlj7=MvElKT3vWaJ21jwX7(u0f!$FA)`_T;-^2CMs3ty;kMb|j=F(N8FM%M)S5RmDF z`$;Iqp$zYJLPdYc$Cw_k^m_V& zdN1Tv75#dQSWlnm)2}C1M86vID!pWHm|s7-{lZPBm$Sy^1Tgd~;uE>C^ijUC!?>)b z$F5)n=({M4Wa;&EH5G0q>ukM)pZ@XB>jFz(VC_u4vUKZt+S=p`5A^9*y3T3OM}B{K z?>$+280sO}?biW@92Klht;*c3FSCBmn8{Z%Uh7w^LrML{J^nZEqa>;)52t^`Zuyb)PgypX)y|i&EKA`^u7=Y+ z_&|j_>W6g}yJNgt>IJ^{ZU=$kGeknQP)O)Kn@anw5%_`{g_o9tL-XhCzuo4&>v)ep___k@}#}X zU+kN{mE|EU3WKAqM{HyM&y?8Q(#>Me=O1woawDDE9Q-wcI`Q5%MQ=}VSDTP(ekvj<}p`oioz`~Q4>EnW8ryASc;k0k9DTFz&_9J*}flDF8IDqRessPh>UXsF z$9nq@{&&E5e)w@_yM(h2w;ix zJp_43}uU$2J{ zA27=I$oiFR`gwD=Zn=G*XP>a6Z-0@<-(AbJeu12p+1l$D=mp7_xPC$V1IFtIv-?Dz z+TRHM0((Z#(gq}Du|GENd}i0(YuLTAfbu__r`JPRFPQaTHgI?8iE|qbesAJC)PF1H zJ>tP$BK_{1&S#!-b<)+7_IuW)sXl#Xv|Hej3wCQiUZVO1<6c$MdR!;UNA;QgepnOI z5B7fF353tyo}~3luADv#W^=a~X=?o?3$yl_SL?2o|@3GVP{#SgvbRDON-_VVn3RYjjw!oNr5fokwc zxAPB*`~Nhzu$(nD1>#?<&kQ}0_TGbKEckxAW|;z3Bt0S5us(zSH2TlAV)qE1ha22e9q&w>T zL=gI*s|ttw@1$_>rFiHFM|{u`uKayrwVs210~zZoO^5z!q4EK)8Po&l3XQhoRP~(b zdT4sHm#fry%aeTmy_0PGdyog1Z*Hsdetg<>^GWk=>K>WiC~G+~+~kY+-?uQy&a^u??=!9UJ*Rxfnwo_0`PTVSd47)8A6S2(eMItQ z&Fi*b>t3<9+&r_R~3h;~z7- zo&U;*4DBG<+gR7noDLPy9~e(Ezt$Yn;|n(5(r)9rj+tuIrq{l{815Mfcs6V1=wUrO4=Nj$&!=SxmHvcI%s z6nCo~7%!pl3%a<|MnWMkC650d3RiUJ91k7)bD(1#m+XlL9CV})ecjR%A2{fUuhy+W z*axi@pEn+G(7~_l4Gw-)E{&^rV%*9nl=~`$JAjf5dqni73_!k$tbw0iY5QaF+jCE= zO6%7I_ZMraHiq65Xxa;JFJn!2&+2*Byn{zvzf!xUH*bI3fKTV1vV*Q)BbnCnXsGUU z@gU?F)?bj{hWtD9=e{Z0pNIF+BzteYenq`VIh{Un&*8&9F!G6&X!R}sXU-`=j{wHg zC$!$@TK5CmT~@xSZ~bbtkL$l*Ja^JbH~;Gc>JP}DV4WZAA(>xm-})8yh@`jYW3pC! zcGH1Z+45NLI8I5v&;FqGKbts2B8wsoExapjBbR5LxEZe71rlh3i|GrKRk{)60v z{xHg!GN8*$t*^;CO|&QEHDElsP4lx~_hTH&YBtjP41RB-m&E(EWvy0RJ0!fB-DS2* zS&mPik^T$L*XOHXA4&GM*7c+EzMg)c0qa|{IL_xY`R0vH8da~h+v87f;nQcN-9DJh zWjg;m_X5!V3vk$%SRWhX?B~p7llaQyHZ^OeZeUZ*28)cf?g!FdVq9bW-Atv2c`wlX zvo6|Q`oziCeKxD;X?B~LU)fj=f5ypvzLYbs+FgqGPg|IL&Om;W!W%1iyh#stBqw_s{k#+q}A?Xd^*k^{{kd9yI?f;$e;_W}k6~K7%C!_LZNS5=%h-haTyx>S9E8Xj2F(4P`n@DxIfrSz+qnjm$731peJ(~20sVzSWHS! znP2I{B%3CJJNP1X4Gh6hxBs(j(G3irlyWVog)+;`sWBE|2>UwDAR zk)9W-cp4mmF7|^f?f)nWFKSp-?8WH$>LxyWv5Aen2)PO-yZ?Y?$s#@es84f3!9E%KY!Y61#!-=HqUjdCA~Y53tirK4DM6-hrKH z=&MN9+-ZDKjTfdon*EAr-{t~qc@Ft4v$f|V?Iq?b{4=oMfQxj~_Wx@++r8z$_4$u{ zz^Hy`>w7=P=)YjKhxU}h9!?_dVt*c(mebzuqkQ)MZKHogiCb!Wv5qRg(JqII4lQF_ z7H{wW+RL9aV(+h>;IkLe|00=^llKm0%bUE^yI=p$80-o+d2wC{dI~U}zJi?~i*=s1 z7qOp0?8#w^c=12CRDbHxZy3g-`|rCVc9Bz!U-jMMgSDG~$&kLRUpMRa^o~#1muP1)o_@QBe|*9>8-llQ_1qtF z4u`!6`;YMTyyt)Jd_48{+25x#Rd#^<4~#vGJ=NsM_7u*;2eIE14sd0cXg1)WYl3=cDfw{@P>f?qIA1~RBb}#kNfrMdI&e)_ z58ziYlH=j)tnd^C6`QUn=qNwxgLuF}M>wGJ+X0RCGde!e^C-8a&&aMS_E7YE{;58D z=u{hf2>bm+e(WyduPmL#pUy024NZb!4^jE9I%fD(-fL9*b7x(!mtBXxib8RY3i282 zY(u{lP59$gc7ORx&;MSqnq6%2iTC-Tp8(_ODRPb_XwPR>FFG%wKVf&lP7%c_DXzJP z?Z5BZ!NcD!r{~ba{eAv3!#*kcEqPDr^cR}^t7*S|o_k7rS=Y~KFHw}%+8#na#9j)g z@lVRX9`@BG2N=~~o%H#9)C={L&3=LQpP`>*`2YL+5YPuGKPhL~MI3fwEm=VIZ|?^q z?Irf}F}?ufjWh3fL43e?eCQ`x&<@&v2D^;RC-FY^H?vZoI;F|Sti-IJIEM)P5dJBQ zR}n3}W#0Mh;KaI%PMNcv%{TdkK7hRfecb5W{b$=g&-%yye%d6noI<~& zJpkjii%|}dg8ex%)JJC9*E+wkW;w-s8_g9SP|%Qf`7O4tW&=yk=(?tHM6VxZH2ZNz z$7fT1ipnQdL1Wx+-M0K~{r*p)?dct7Xn(+X{ov(`e}3uIBipm#QQWN_SN5!vC2^;# zghEfcbl7Pcm!YwL*kw51)J5?Dhke*ug@ZFq;h;MT*LI>OKKMXyqv*&VIN||<4jlGk zN68<^kx;*{3OrSXH&PI|{aY%2;IRbclcp;|U&NQV zm@o1npdjiGzpbSD*BSA{D{W7|Q~KoDRmGk@TG-PyefD%s8+$rQHL)R2y9_=v%okUC zHFM6wa#qKj;KH7UJOGR*7pS}(rR{0RHN(C*H2aD@rS}dS)%LeL-=X)_h;?l>RX*q| z*yV2UQA>FE*>6t&eTH~17emE`_Vy9dmFxlQ`k`EsuaVE5hP^82fv0M0XLz4wfn<>X zVjl$U2pF$D&2EU!6T}CM$M>k2pRlXq%jcRF@_96OlN0a#xDfsa7m5C*^60++01{~Eynym zH2#ZeeCS92%y{VL`0HuRLozOZDCW=C+IGjbvNzbZW|vjq{uc6Hh!|g(XPBonzx(xl zzK|<2Tl;y8dPu$$eI5nvf&8QN@O`VbpVG^Rc?cM9K9cfRU>-wG%W@|B*3*VP=zcdM zZRgqNoVH;ReP2(!*M)eHPgu9gbgOX*|9AGai98MD9Y($#cVzh%871o&p z$vb6Vfi4?Q{KFmu-7Cj{gAPU&uH`4<0ea&3?Kv4C+76YKkKZl7_OhxXAEW!P34U(? zas^N{aQOF>0Sxw0b8|u){zk|LvOX90VvSpP+PWcEZDk>JWfThg7;*zJp8ObT@`?93 zA)g>00o`bI=Iit4B;2uIhnm$BXa&kXd3HX?|8>dbZ~XCXggtB4PuzEc z_5h66F4*6b>|K2F(X=-oe{WBz)AE#VY{OghoORGIA0a12x~i6=bug4_I90DU!nISMq=+zqrIT#qRIU5ViCXGd9>H+ znx8WGdt~zG`|h_Q{kv@mzvqgle@Jfp6{GE9f3JtPerONCcF5B+w-q%*6MzEALd_gbnMu`Uv5{`BjXv89jR&~W{~u3+od1Ko0JM`Ej$RMJ zzv5jlw7LAd$rEb4%vzHC2Ke;7p+{HOF5OXS|G25QD)OGZ*?kr9qck(?7w+qO-;AVN zcqf1C=$rrj%;@*2eIf33Li+>8>jzrD*m{wl z^CRO($X(d2*ncyt?^K`5@%^1gOhQ?nK5vEnJJK#$vw85jx<}1ew}ie&5E!TT7h%sB z^^4SM{29CCso~pyedlw%-z~HK@9RU%Gnt>gJu}^Gm*7}^J|A|6VP6C?h74gZG#YpG zM`wP>P=CqZ3JE-u)b9r^NFIARlBa#-n;vu$u?>+ASJKJjD(m`f;jyPSpOGG5ek>bG|9+Z%FWa zN09G^{LlY*^fdnbnH_%5?Hm8T9mq>#of}^E)+eRMyqNcorcJg}f2{CxL0({eLFOgz z%~$=rzhKbE8`%VOu?y|*=^^ipIGOsqH|#4wk!-Nj)$g%i`fnK6GU;>Qy=#z@Mtj6c zRB{`iHKa+4FP`y!Z!l5+MvCvgHnfkM>3^10dYzjTE4_G1RNmU}|KPlw%=R38|0wJ@ zqg{hrdQQ>%X;kkedLG*TTsp?1EN6ME`PtvsM$)T*-Xr5k?2ExZf_+8iU$`sBe&GYMfbzfOzrSDTJ%<&4ztG}) zM}bk?EqIAK&!N9Rkt)M+AF9?*nKInL4|)mu4SEPT;vpOmdJ;I|0fK%GM~H;53&01Q z#`5|1!_e=JN-v-wa4$dTup4q!e3Z)*Km0fBcb;_1l<`$%eIMQL{QJIlshYZWdVDC{zWDqkKHE&`D@7MaQoA5l^(0`tbtTRXy6oZ}Jjg-hL*x+etIt_d`DMQjN+RX7*9Vl((f)kcM`#~6 z`KOlgbxp1*KDFoty5G4qU+;H9-;w?c&E{+VwW-dtm#y~PGn(&P-=lp*e(60q6z$Fy(LzCPGtq)YV#%VO95C3qH${*oj53co}qtf*z=h1hf|5OYG zy?R6Ai04##eYW=V@|smee?;%oPH;ciutQZB2vF~KeO|`Wr`hq{$XPOe^jEs&qvE+f37D{`9t)I_^w|q)dWWS z$6BuJR;?c?pZ$7*)Vl)fL5wR|82|k(M!UKDmzx@o-PpS2UbZ4udZEeu@8cT#9>M(T zE7*N^J@owJ%?>2|yK`-c&Zc_HcDc>f{U?VkGWtAx*U8hTnJnab;^`eMCh z)UT-7jP(rP|Dx?_uUF|fv)AL4FIoGC8>sRc^>Eka3zjy#@Uj()*<3|;fw+GM^BgeV ze5d)@`wxoD{7MdYKe@$zu<$#%$%%Ek3wfr5VxGCU_zt%VwIB0ph09RKIoCt);GwH@ zG(Y&D4?#zGisHxlQ{bQjDtfrLijVak@Rl-MjBkhhU>_*DrloTE2)d(i87lr2uIY-P z>LL0;2B2Pw3=r+7sR~KdA6xJJ$E(cwuc*GS?K>Y^+va?1l4?d{KDyt>y>V}Lqwl`- zf8P-E5HQ|+oPfTHLUB$4dI0(!`MS}>zV7~?Zrb+FupM-r!tKAmK=o6=r|+pb=T{|4E#KK)nFt)sM=XWUcR^Prdr->&9Q)v-z5}^gX~xj?W)!^h0=i&G{Vr zf<%vq_hwK&zp4|DCn}Hr7@j_^s;obv{;LG#5#$4z zul#(D^C|JxACND`ybI18nai&Dc+UK*wykF)NT1pJugE@6+28j)AF^H$?}yJUAO76V zUZ2wYbR+pb|CKSH1NZ*1kZpbKr{{0m{~Em~U%X!kxd0eXJ`g!9*6Bze@`lLOQ7iZ{ zg9i5E^A}OMSz<4ziJwOJl~F#xc;%$>$lksq@MIQKM3qR9ba-e8u!{q9aXx2!}rCq*R)TsD)K0LAIHf)`{-mF`{-EJSqm{e>o9IOY#Qy$rc|s9MK%Y{0b9fBxgmt@<8JmtC9-Lp<0iM1E|#o6Bsx@7E-{ z4{UFDkaiaH4e|sqo?OAb4YGdc`TQYNe)Qn|e>!QyQT@vGy|=Qy_TTk{o|1g_{&cjr z32|sUcmkW>P7mmdXc`DpR9`=d%KvVC;UC| zzr#O)`6P<%z88yoP48Cqa6vf7cV3S4Z|fqxKSA`9SZAZZ0ps;MEvNl>q5W4+pN~ID zm7kPH=*zqYYiG|r?rCHlZ;L(p%4@%oR92cakNJ_qjqApNvvDaU;k#yk;KxBreWu)K&-)wciJa~G5B(*J```EL-D|c>F!6PJeEnx}-hnH9$Md;coJf|0*k2Lz z%?;Oo&^ypeSYHE&egOmIKj^?g2Lv7IAv~G8PdE<R*!!k9r8TM?5ejO;PpT0 zdTqFLE6X&)g-Mxl>M^b#p5Bdf$p5Ez7@*A%82kK?W zi}ZDoG5n~!`|cQY%o~iZfBX2>_b9KMe1j$Y>Gg{yq}KY#vwv-WA0Emhi)%0M64f8Z zdQ)V1u5W#Bv`fmBSA_L`3(hUea`v|F2j~~c*Inxm=y!}aNpGp|TOsW%_A$`kfbser z<4UGy|6UYr&)EBL&16Cj$}7>c`H!QYx$+afliqjkOwj9loV$dcbol~9c<92H|K0hu zm)SCvt^~2~uVKAr^ixWW^xdT?PhPmB#+zH{eBjsU^A1?=k@~NHoX_DauXt_YKGw+0 zPwZR6|3JbK=Y?7Py~YR2nq2uQ^>>Nyg<~Ax{!62rC6_0G#CqOd zY4SyazWX*wdD`5?zkKSlx@X+?zQ^xq?}wn{udQ`CNjZd{CBFT3%8~sScpn1iJ0qD~ zHiNRK#Qc`HvU9xmyNmCJ61u)W5_VB5MVGN+|Da>ufzngOSNkwdcZGuvdkl1hYupoG z?Z1S_t8ir>20geqk0?`u{fK;({iw^~EjMs4l&Qu3K}SeeuAbsSL;_?{!R`T! zXa6Lb`HAx#@E4$7UVZ&?hll12@3%|eFC^K|vCfZ_zXJN&D2K?hlYZZ$mMXuo9tdyz zV;kF%`_Q73u6v&?H0vk6Yl`*&jMpyIo@}K3AFw}3yS1Okci-`!3s>&gOwV5lIfin> z9wheGkVX1_LYkkw{YuIq{JN+YV7&TKzGVHrM+4Pf7zYA%&j;^eMc;ls=@q&kCic-` zufx6}_1n9c|Iwh~>^>KL?zy+Wt8agbl;@TEwOvor6Mi<-3ou^&=s2^t??^ese1QE5 z`_zyZX~!(yz%IU~&wXdF+Qy9WCz`C2bvZG9WwUp*=JVDM_BHHDA`is9?{BVn@u_vQ zmaszAzb+7deAx5Yf5Z58>EZUg_Suh4SaI~Lthvcof$uG0JtW!fztiNcANm_GUccv( za%Laqyo$y5bKoD#hrcY7%j7#rDCD!m@eg}M(Z%=yML~sw?s(}c8t7{OgXgJu+HO+u zl;2C!kw5YUuA*z;p+|C6`tau=f5d}5f&_qr?hWs#(nC0K@F85`e4L68dOr_8aL~c8 zpwO?CwugQT%$QJB?4iHm{Ustl#J!aBPyMFH%n!=r?gznMAoI4tz5KI>Uwdg_pB*gU z?6RQ$JTvs88!g;{w{7_DmW2nFv!Kc6*xONqO+KEX{dv%9MBfU(+;5Nd2<`dpEzft! zdRoh4=s}rn4{JWsUSfR+{Q`XgT%;SEUc7>Job`0!g7R`k^XuTVhsZwJLrZwGwi!P^ z8~DWIceMX5hPRxM!+`PRu~B|e1^ay#j3?Qi0lgoDdK0_ghlPA)!P=*%^!k|IXDR&t z&}SIWM!LcE9~AQe-!4ABW}E$<_O!QWVc*Ge+MkCY<4@Rac;BgkOvtIFpaAJ@o4m{L z-4?Qs6dtGjd9c6Cbi*rF^LM(>o3yIVHmbiJ`|p~-zbK2-$7c^=J_&m8r!%i+H=p+P z_p36$^W5{9xL+0H3oza|qjsCUoj57h&f;m*VeAEq_m{+dpKfvirB89c1@^08PvBgt zkV|fS{nta`&~w0b1oZ&A(*I7X;sXvk_<)0saKM1#S9&@EecWD!*HaKU_y9py_Keo& zuy4*+{D|KNxPq`d5FhaXHC+XWewwNt6ZL<5J@B1iRnqqfem~fdGiYo9WA7_BFa^JH z{saC{L%ydyz2z0Q>#mvgkFC9(k#qmzy<^C0Q$Fbo#XXn@Z=F=D<$pG?D|DcE5c31` z9x&egKhNX~U*^;IUi%`ob@Q)=4d3qhe%*Q2`C(lsv+eCW|6%BbwDYbK_es0I{~dom z`b(BOcK)M|3~-=NT~wTFd*ZBi%d_Tv&Yn|r7aW@4^M4rnV*dJzIVCN|f?vowt+rKm9Oxd{f9c<<)S0`OPX+NX&v%i;(l%oRYnkb*+^M4rf?9go| zFJSKnhHgG~<-4Bm-u1U0pR^zB_r+4pb`D=?o!?}Wuk3L4jE(7EoIkE_^I@oW%2zVSg#v$)%{M|_>b0p)o1(LY^>RXCD}fE$ZMZ` zeEX7WB`-WnzXKAm_kX05{DRsZf*i)W*o_wM!W%X1+H=m99rWCX(_8Nc!QL~Ib-oSj z_eiK5_kYiW=;7ZU)bC3qkpz>i8@VAg|`uP_A?v_S3{A1edbiXTLf3B6* z&(Z!5*q26m!f#I5&N?0Y>F5z-N~wJ!{MJ|(0LEJ%(EO71c_#D^9p61To8IciDP0$P z_Pgx!yUT1a<9_c3W;mX6=I{&GHEf@E^cK%PZddF2VO+>0yIAwl`Ea=NDK`F((cH~n zi~|>He}~$)(6}S%B|!<@$kD%Ez!ikvRq^3Bfu4-vQD*bUCF1oP#Pg>hUT4Xt^?8~~ zN2aE~v!UrI7w9S-O;7glEBisy6`#Iu8}>yP4mhWoU=-#1NCT?Tn!tY?FnZAP+_uT1Z}z5UB)`C>7CzLht8D0}AK@FvfB&0f~|)rqAhp3e38KMeU@ zvS9CS{r(GG2iu=>@X9H)2VlH*@!BPb4;YV+=I7}1AFvOJJ>xvaTb{A$&D@Ng^!_w) z{{->@jF%tAlWf+udcT9VvugCv?L7G4hGR!=f0>?diTK}7Hu^umcyt~s{^yqJPd)mL z-e;02+J6rh<6rV6`}`kdTyw7Xos4n_R{MP?I$rGek7)nJ{2$Q2#(a0*L;7b@?Ttmd z7g2pL^cd^|oc|!@>AkSh=Ssch#5e)89WRIv7>}<=4Ivi+A`#h<kk<|6QuT{t zWB$AEE47~c;@I?k2U#O?LK^!WkoU&A>(HP3rtra=l0Gl|eJj=XL3_QOi7t=Ap#Qul zkvGRI)Ayc|@Cv-|^7rV&L;5{dv?I|Ajf!~V_ZAhcOWDcRnDtAWV66{fmr3@v`g{ZQ zA*uhU75uTZ25;U__%eIk%ul@Mh;-neH~KGf)-kjB0}C#GuF36uqIZ@az$Ex(m zeus0qe%}RpK}KWN^&{;i)-&GqJ@SvH`|8?#tmxsdYkslzZSBXG`PusuP=CqS&9}bC zyb$!F?^{h~GM;z8%HCgMPNRyvube2~Tv=fGA58S#)5F~-UiZlFXNdDjZUKV%5{5G+ z#QU{kemmp``R~`E~b%!;cO+pqI}Z zuIQpa)DxgnX?@oIl|@zNdz6)U{}%F1wXX#E;yr}o2R3JwA7m$(6UxwMSZ^5e(An|o zJne@HnhBO=`qr<8d~)BvJuahF{33jG54C?j;@b-rEF z_RAWt(S2iat_gAs^*Y)t&*laC9vjdl*?!;AY|e_vHIz%{XTR>ndd1}n+po{5o{#O{ z!=Fp^S-1!Pa_!w`{kCxzd&+FDuz&yFBs4u($BOLqHBF z#~6q1`_m(aojc^F1<(5KC26eUH&>9Pd%^wu;}gEw5WIaWYo+Ke;6pgxx5jx&(huQ| z{Pd51UKd#U0zF4jmToOSPc`!k58^ma)65LV^9wWexfCiV?9XYE@m_)Vj!1in^)Tig zV7&Q9`Rwh`iKufF^22?v+~WOPvH$8Om#*wPCsX43``f^k9VGOaWB&C0VX%_|iVhr+ zfrGBXh5Sbh3hSwG^`5G>_tFqw!8X7h^#cxggz!`uuLSmIisD0gmA#2nw7&y%5P$Q|>G32gp^yv3;o+v!~zRvr~Sz~kJ|AqZZ>=+mP3a;6v?_G4+g?xaW z2>X=O&+wO0`TO6uf6Q(WWwmY>=yO@WKH47xyNA@H_G110O{$md&pnd#D)GK3#s~Th z{UPe%e&6BjuO|jZKk_+S>sCztmD%t2z;2YBeGcc336C#t&APm{)wLOgJD{;;qei^hsk-uUe zu5-Hy$2BW_jm{$HZQy6SJ@>rxvDW=yc6-z>i*`pou;*m4 zTJjq68%#Spw3OZtAF$6aY}PLl^6lTDecWi`{tb*Xw4Y>8{5%WvDPTOkYK(W0WukuW zWZ(H*+MZ`?KQP)`)~}m&|6zVgKKpav7*~?7%VFN%wb{S(=;L5Em+5wpP|RcJ&7_78fpiU&#;g?qz+gZ?+1 zKmBk-?a5U|pGD7~p5XI;oM7YsfW1%Th0{;pzka0iDCjvCiv5_RTe_UHSbXm$$0P)@ ztmk2-$rtgTN1^k+v6gGKOuh=-^FZfsqVg$r9tG=lKv}HreBAMk&)B!}1GdsE=hl3! z&rlBZhlrMT@|-hR;r0Oqk+sj#dnL;3zYj+BlH>D#AYZpwVju3>iK7=aOkG6Jbqaqc z`?sV#+wargtD)o1{#=Q-ol!o(c;zJJ5c(SN0pszJ_7eM7@z-A` z9C`i4m3-&YRt95HP_R_jzCO*Bq+;h*7{rba5PZTtu z{neP4#E#qWB)@gWz2ow4|3cg2vYPFD?+XyV#S8hyKW272|CJ9t_Z8WnQzz|Q0r`?F z3#k5E`{cD@Plso}c<0~z9;3Zq-CIBC= z*d#kyxAPT0e*e{)ch*qC^hzw@aday+X6% z0sHs-jCzX{+8st8S*$QTeNAPXk+jz779uw^!`|p#W z{bV`p{bIC!_IiT!kJCfzvj(yN4xx*6*}SW|{r1qh&*Of-1NxKJzqM{p>|eUci}pmn z0mkb;ss|4-==Zv+oCJgl`REf0@}Io#b-iyY>Gt`d9+I!O@BKGY9&sM?|H`<={wvNK zka2O(T;8GermX9FzCrIRh$Oy$j`M>!Uq|{~jF*&6xi2l_Wz^m($>EJvhhe{$&cD++ zAG6_&!6{GB@0~g!>+v$p91!B3RqRJYK0-c;Xu-O*SL^ep)K0TMZ$ZXG1?+5Ur=|G5 z-vPNT%IWTdH@oHSlkfQTBRa0by{+4Ymebz9Oy^mz!`OEg=Lbtd-0dE1&y18f{Ki7x zxpe(^KBa4W4*RBv2s;lD_892EL093i{a=+&3k4l7t{5~>bmh-RuviDXkHH)Xed!~j zDvze4e7z+fqUrjA4gzpbeb9~pl|S~m!G?WoO;_neM$>%7ypb%(2ki}9C#W7kM|pZF ze&F8tVjN9XVTqm}{CD=DQ>&8w+R*1eZ)oE`uceyNkZaC+Q&zL3kKWL5{j_p+ygBjz z!XIPU9qxTidE0hAI%r;m-D-AOnZ5iSXYvXEBIF#EuPV~Y8T^VA=g-@gec^epue-He zBYIBE7syT23+*FvEIV%O>uhVcK5q_u@uP(OKW1}A_gT^I(0|l!>d70g+w?$--?n(} zS5EwX8rVyK@$4p24(A-7{Yv_y-h;eTr<9xy12?lGv;Q1>KLGk!ve)zN2g80A^u682 zzRJ!Wo)-Dx>N3yw7!tKd4(WS?a9;tbM)kS;!Lz|*j`-Ne2On_I5w4&Z zAL>cLRvuhYH4yz&S$)5I)!6*1qVJ>kH=OFz_ov$Ed#vvaziW8*xZS1D_bH|TF!a44 ze|4`!@43D$uf^t9UjLfj`y%|?kY`j5Db}4+c<=QCUijtX?JUDc&EfWbu6~3s_Pzk* zj3HM7KQGMzOm=K-i4WG_!?|2Eb8e#yl&_JMjWmqv_Pkr#IWmt~D!OHkw1; zz+YvOovm}U|IbKILwNgPQdI$s@}&Ly%?y^j=Dq&MT=tCT zobMJpk?6#s0l8$UE5#eXRTMV%2Ug z5Z`Nve;()5BcI3d+M~`WE|X7}kY_49pzx~{?#Q2hKTgrby@ZOQKvRW-4l3+D&>a;I zbl{q<2t8H2ixlkQ!C}X86|U|Vb?}3I2|93;2l0S|j&MNK6LgdVbl{*P9O(iNaQ8{v zCoV%Y-HS_d>|fDUJB7ioaOZqVhab-8pF@K1rvdK+ei;xQXHyj|QU6(R<1_86l0AL0 z&z?Tn#-29hBpTasa&G6XFS(&#=Vy+5p2^@3{<(|)0V$huT!q?Ba`ectn;Jt*9F-m*295-EX#MNgjv&4LxV18~*gb zr={4>qwA%PKK~i%2Vq~}yI-_D6Sw1Fw;~^NS?BzGkA6>>_QQXF-zv#$Pa(%(4`O`< zf2fF7^mgkf7|yX7cD*1a>L;>4Cu@uckzZ?l-+5zIexsbu>*uawyJz>=yM5KG)E_DK zNwA)Q{b=y5uDf+5!}=NHN+#b{+tXODt868>`7U06!IBlf-1M<$ec6gPP!VB|VBIK# z)ATr_{b0YJN5+xRKafX&@#GTav+oDm@Am6inqRW-{uraZ(>6Zx5<9(d#@lBNS<0Xm z-S*=4?=#W-?CW=%>Ms`r#vaE0JNd}=UqtyMBe`6rmn9+W1)&ezaQz4S#A`1A2OSK` zUJI)9g&YM%!WI(O^m>ZkRzaleDBMv$*j1ndk4N{0x8^d$%ZGTNtMY`$srbmRrH9{( zd&>(vUVf=6y<`O)^;7XhKg)nP{LyiMftaX$cFDB!`c)@&2pq32RoFT0&r-+Ig9 zDS2(Q$2W?^69? z-!8+1Z4Y0&+Y^m`d^JIGL(qBx*0tp8xwrRmEQX8@^u%|Bl`N%n&Z`=H0gsn2$Q`|p|d;sI+ zhjb--SN%Q*+6&`b&_j!dhk52L9cx5hev{g#5&QS-iJc|<6DO*2!+uLL>v7HfeD6t5 zpMQCWm+1X{;yrKJi?H8}eoA|7&35*FpX3*R`|M-SJ(2yiy$JuD!B?{7{cUX4kR~m@ z5dM3k-l9bIdYtr+(35C?zMhy@@d4xUp&qi??B~O6W;=(+9LCb2>E&sc%M=9KxrR}6h4qPgFHNPD}} z^Z!ZNNbQ86y?^Q0cl&_m_{|@aW(hdF5vLie8(qG4KULRr9 zf0F3EpZ4oaV;qU1Bx;wm@acP^hlUpMWxtLs?lo@*TOu1${oC)q8sks!w$S<>ddp}} zKBP`>wtsxvPY14fiN60=mZ$YS&fAmm>GbEaV27C3zJUG&jHgHGIJ55u(q3Y{hk1qb zVx&A>mhjHCA{P{{T0_sx@;u-E9T}ffAJgaPQdJK~aG|xGP>1j_j{QZP&%(Tr(OUB1 z{hmvD>%`AI{?ZOU{}8F)l7;$v=(Kmb9mJq0_#>#tG%5+NVmbhO>$#U(ZN54zXhX{FM^{+$yCkEJA^5Wj_r z4|*Gki*YVPymVC#O-FtjA|b^eFC6KEegWbuezX(l?GzpU7cZ{ZG&mAnjDx8va-#m2 zJAeP|x~gKIMep}Z@V=-d)r@2vec@u>boZ>DXU#k4`@R9>J77FH-(L5ncqkjH_wSBX z;Y4on^Z1^oKeRk&-2t}WTVR(kO?OxtI$ zYXAk&z5f^Q0ifL^yS@EM+r_?qXm^=kQ=dP^D9_doFD_;sUtf3At~=kL-^HxJc{Oi2 zF&^v40+`=hT0JFaPwD4>baQxcj8(3fJ}laKs1ngh$(Xs-h*T&uUD&ZD3W= zXHkDcg6B~%&xk%de=)y)bo+&yPA_N8O#y898!%r?vUA=XUL(?n-Ic$QwMW;vaH#eC zO*8q#_tH=<=p*FoMjNtFum7ohviEP2@{92bJq;L7UsFCupGSecZ_3{%ep$+R=bN94 zZ2N|NXVx!xt=?aNUO_!&v`2Zb>pq%u+UEDzc_yFu4jJ@&Efr4cUu&+u4~w){1>V=D z^|RO4q#U9>VZUG<2V4}p?BWY|mDWD{(FrS#ewFny>leP%x*y273&)<1mecY18%RGa zeUSJ3XZ@kwYrMmjndKDsEn=Ji+Kw0KKdg5R`zi3m19$L|H|#H;-gP5;!ptuc+h2gc z!Qd9*8 zlO?&lv5JrLFC^Wp*_=&pb>oz-i>V(boa;M}VzdiSYMsMIet&uIJz0A^_utvuO{5%R z{{!O$Fy459e3sR+e?N4dY6lmDa}w@{`1Y2?c@*IXm&M4JFg!%zj)X%0IOM189~G`~ z5=$V8euaeCe=56Fg=7B*{2u#8+e4s>6x|>Ak-o+e0g%gwR0YQ?2tG-5un*>dj(wlj zapI#q@#wH8HC<%{9CYNb%A?O`E4mlg<@E8ZgkXOvRE#J26pLSJdy&oUo?eyg#rnSY z%j(;_UzVhr*w8z{OOLsYC%tvt`!!GYzh4IV0T@q?j8y4L;QziOk+0%@pEpmvuzT_L zZR~NAFJiBcsa=%f^M4RMC(d~+Y`XdCTP}K=u4hZ~5AXj7&C>QM&ClLGMSII?CT^cX z@4@~eGt_J7n- z<%J#YqT+kZUtSl!dEK@b>3I!dPaz)cF+;Dq@7+Dm22Oc$${PCJq!Ryq*`)rV<$9k2 z?JkSe!CKEHt9nR~=)Qsde$i|*KXH!~>`T~x7zZL+@X8tQ>3b%P_7Ws}zn8cFARhqZ z$qCZV;`~E={a^pc?pC8qDq)^x9)PL=UB9r_V^R^vzzQ1W3vM2tg4 zP|%x?#t~0NSK&bqe=ra66vY03ViWh8t0zDZBozIx0u&5*a7EQX^uttzBO9q-NCHhg!>!UN0ccPt$H?^p~sD-Z~3{R%lk@+<4jkIK96jzPz~ zq1RO|yEsP)`2u@`=&e^C(fWskC+x@Z-+y?VSr2iZL86CP5(&4Lvu5{2-%EkK1B@s4 z66M2sS{Aprwf@0)l6-Boeucg?=z&!;wy|BgI~TNQ@xJFi<~-~C(9bfzfcD40KVsw; z`Syc7tlH1BzPcl46Ps`LLnK%4FF=18^C9J>e?QK?%3zbXP4S$6F3HsAKkBITjPeM- z!^I5eZmB-E*LOyGA_x0(Ms!@K_}&j9_R|Ba`KB{}{V+7`DR#NpF2M}zei&x*m5uP7 z{~+VO)dKzAH?3bQ>--WO*VGPZX`NqZvwmXVGrs+B(vj^4eXokrzmY61lTVXS<7yo$ zgaK!-J3y~fm=)E~YD1;mX%vJFMp7>Z-gRbzh3>6Q44A>{YX>N}8 zXQ*;<@T+)YoXIDYyQK$L@iYKk1w{LCs(Mb;{%CM~_jXmq{`ecdUueqB(CTGu+I90z zcwk&Pt7A@B!~TGrGRaP)nD5=yqV}6LchLJ|g7$XAHM-BE5B~4*8gi%Tg!?aI4}QGq zp2hpV@Z3XTFCU0}tH6B{uuo)hQ}uoj+L5%&p_%;D<}0Q=-gzfmVb(9r-hY8~C3_pa z9|Zku(9_G$S<4pHcwx$;*{{(1YQ#Dg_89alssG;l`5eCTiq{tIW5kXS=h9)X0NU9t zDZc$6j2pKe{TJ%*7uGl1MSRZ#`2gDGXK!C&oh!4ofB$;6SKavt#^uR#Y6Iw0r@ zkG4}~<#pF3OR7~Rd7a>W`LO@UJi2m`eqW%rDR}-uUK?^N_{QMbeA9#l>n?5cDZ3I~ z7lqvZ+&@|Og@e}f)+mR_u#H|X9;?bh?7i7bxHD?Xid~=VVXGD01!WWTdJ%TIp&!yd zUvMESdA&jUxGrw@U z_Q%3MK-%q>C-^f>?ybK~e4h$*$$qYNIicqyUnjj@g#VYMTh>S4ONMzS`Rx7or2G}= zcXQfC{RCLgLQfg(nG(G0B^KU4qF~Paoz#EgoM+uGRKNGq?+YNDl&5HZrS~;RdKK{3 z5c@<(rugeOi}wQq+1%~V^n3}0ymE2MFy6!Q)tF4VYJze2C}QSotJ9`QQSbacL;qZ}kRfq<_3*Qh6=iTASPqoV8m zZjB=*VCD7wQMIlNRuz38^$$1k`G=b%>>tjWrqAmon-j~>_mF$0p55{4Jbqy5xVsij z*u}=7r=n1-&mgxT_lQ0WcjhhM8~ysH7re}}OumTyefiwvbFR?(9{Sp>hV$DU{Es)P zfAHj8J6H>ouLAd`Qzgj|Ha28^e-(a#kvCvBHjKL0S$qhkNOZ{N+|+RCtas5*vYf58e;D=! zsmFPX`2KobH{@RO3cJ_rpRzokzBlyf3(GE8!}g6Vn)Uln2R#1$ME9i=-LH@7d-%WU z{OhRS*PCnBkLUUP!zS6OK9@)8{xmB2^u_dE&=ULaA`$yAFwW;6Ci$H^m#4OF{?)MI z+dbzIJ6hW%L=IG7zXawcj1bM$=)DYAhb zqke}T88Mtaob*%wpT1nrW+}Q0#C|gL2+BeAaC?4sD7Q2(|1*8Rq-5{zvxkVBZ?c@X zJY&@3D8Yt{-XV3hYy$9a-OE;NIPqxDeLG@b2l@tbz{oe{>2KGto;R-V)-QP_T~CYs9<1L0;p;FKVb9Bb`kq(Xh*huG9ldTrDVt;FR}#}7(C_Gf zH(Il&c9FgYs(8R=Lu~elh?2p zA!kIi^!J8-!cLsqXz+Uz-(e*tpBTrOkFc{$zP3%?Wu>=V@b9a;yh8n8&Uo$rgnTjh zwmx?3yX^M^efmB3_Q&iDlHWiMIRt;C!B_Ody{|KzziCDIF4Fcs^bpYl!ynN5or%h8 z^pncgTJDl^hjnU2{m4(-_vyLzo&Vs*)GEW0ec_vn&h{1F_+Q* zch3LP_Ow5zJjraAlF`=vN5{+I{8<+EesHvG?_i#U&=)8DpZ4+Z)5f@lTzC72_txjtCZlVku+08^D6<2W#21@K9p(N z+nH2u9n$tOd|lX`UUx+{ZMa`?#;6*t>;L3V!p%90E}mEBxHNBIEbm6Mx%VqZW0`q1M2ib%FhE~3_lj>7TYq>z^+JAEz%?;)frI&iGZpnrjr zR0IOLqxiL-P~n=c7&WfwDp&*P@pChk>3orr3=e>g@?kxTasUS#aL^I% z#Z|a|9|Q43KTcK8iSAeJ+#9Si>({9Lk>LH_IKM~qm$=`%_1qW7rtdq*YMB$(@HavZ zQTcHu&+qx#=fB+Z5z9eWMPWF0e*)HrhP+Do@rzAt|KtznT($8#eXdZlpR4T;*b|0) z++Xt1RtC9g>WjqR`?lAYsJ|>{sc^nMlWE7A{6Z{DonxT3!2ZldqciT9Pz z?r2A&{^|EjUdd*Tz5L?WK3mO($O5W=`}5BOO}_9o+TRF!#~c<;^?UgxPYvJx>pPz_ zsxK3LuQ2g*4zQ=uj!9-ca^~oBR7QJ=820Z?VjRk3>-o;_AYYeW)?3@Tu-Cx{y#*Lg zf01?;o*>vCu%AeIwl324BdK=<&TV<~L-_#h%6UlNn~(dw(JyZO#kuhRjQDLFQ+FPe(J!p#J+>%QMIy z$(VK+`^w^eZ`f18eD0JrSu2hrQs%W$f5L=xIC_CZ5WI3Rm`!wlh?^ zLhh0H+JA$5efE%w4m#|)WR;FDz6u9j=cd9P1(6c?D z@2^4qWpR`B{sQz6(bMAo@>a)w*x}>M2wP*;FW-Nji0Ipg7xM=7ZcQIJ_FMYBH7C(~ zEz&sTDeOVRPT6{OofWL^_UQ*Vzb5>GW;w-o#-V?pzeqVBTEg)jGSZjq_U|E^!%Xm6 z>j$cj?CoSyekWD?hp=8T#`U2M2QFc&_dYxO8AgfV_)w)TD=Z~x(a=Ekc07&ih9 zw`%lRX}5O!2KU>&l+7^f7apVSGu$^y`su63wEr3XB-wj#*mLmj(eayJX}>P5pZz*6 zQTam4Z{L3fW_t>MQha}u&H3ulTqc*NV3vZ)?hx`>((w;F19l0*frF0lp4@%X=M8WU ztfdSW>sObq|56nWI&h!eqT*?~Lw^WY_EOn6F6qinbJTeZG2djk{#UrBD}u%q9r2ZY z6C9($VefSJ;AkJv!4C*J@J@Jrq4(o#6ZBko#ob)?dQ+ zHg5i7Y4viJVhV!4u!qRJEgQ(4-0GKhtGkQ!K-Wbfx4*Z$lgU>$+-DD&#c?jWL%+Xk z=yj2Ty*=dBH&~Yg##^7G-DGhC+8%=3H}qo4l~;s$;Ol;m%7NShml3@u{Qt1m z>ZtOQekv&DOVjpmcyz{_Y@u1dK)!yz{6rN_#&wrvynVxx^CrF`{IDjUSPx?y<2(>4 zkGLNm-_@bx%-;S=v|WsGBuX4e(2h#+?U#}I%~{T`_{aTkuOGdh-nUlbf8UIZm-iO% zw4G<4bJ~VQ^!`+FJ_GXyFy1^$v|Y%#Pi~(d8An1g#kUtM-Y*Ykb9Wet_Z(fwFP2dB zlZy-a<-*vX!WG@GZ&gf153BTo<0W5snBs@t9I9}|hJ7>mArP!_?300@@)7<%83KO_ z%7=WsIQRiUhdqICW&eo&ks&HQFOKMdn(in*$Emcwf9j|k&#Wr?KDs}Z;Qii^>xNuO zS$otp{y}m7pXL^pvm|pu9#P--f^akM57dK0v)tPf?z2VZ`MD&d^Jzo{B^^-ZeCB%--q*j`ra7VX&v|9!7qLO#uJ-dw3yxp z6wLMMdz0^`>t=9#hlKW%{dY*v&$4+E{|*V}4`94`MBdvj8K?C<{05j$Zh59J=QB^a zI_c_3`xE}&JmiS1U!wNm;qPd9DoCdb_p4-Pqy}IPyWbf};P`lY-v$w8jyy z^7{4bIjv9l|Mjbbd11`|vIpibWw)O5)aq)ll(XYZ!S@&XmFTAdkMZ+%e%onY_G>Id zb*Kx%_UBKpHu-{n{YvFqYyCZPQ~o-R{W^z~zXIV948?DRu zl&v)DC)R(ElYsH$C0S<+{}I8*!MHAzQs5d^>fcz_W5JQW!Lps%N`)@nXC0H+5_$6Mhkb-_d}EL z3f!BA{*~D#x_@#=?>9i-8R_Q#e%2~>@tEtf9tbY+*em0F=RaWgM9VXE++KF^HGS?o zd(}3Ny=m{CrtMfLJy$70ps=i4B3$Cf6QUlw>J7U#NC8SppVpgSIlcST*wm_ z>OZU>z3V{Wpo2mAzqLPH`;}D$wO-Y9q~mZILE}geP|;PqNRGmxFI$4H;sXa=1w;Ra z$9ecWdia5R`H_z3hpFm0QGfLfKfGI|?ng_|Uk&+X*z4~59a*9Ab6SR`U44_p6=tD*b*2AMJae8~mad(5R)Mi;x#e&2tn$rtc{Kf|bB z`WHWq;qMmR_|wPfZ+XshGW~uBMcku^!gQYlJJT97H&T6>+e@( ze&@L-%l>_Cvl~Q))_R%p*~>j@uh_3gXuUi6-VZeT!Tk=}{pq_>7fp?L`oaFb6KZ#K z^66J&oJBf(^tt{n1+^dS&vPc~5AfO#@TWt+8so{eAAVjwKL5whU!wLyIM1hFjrI(0 zuQ^|TN2``OAA~&yJqH+1-(lQKc6&b%9cPa3K2*})iy!1K%-*yA&)3&d|3kq3yO!Se zM7;px)o-@hE|GDE(dQQaY9ZI$-Kec}iz38MWy4HJf zaGij9KzzLpRpFj}UgsQ@9@g1jy5pg%WU#LG`PX4DU_B0g@A*58tMrksiZA*>g#hXZ z?nAVnrmCPs_5G&j9bk!BTk2Ni{ubyd(W>rx`t#X8{ycE?!MOX=hMbA@P1Zg9 zz?#Ugl@niOBVwUqTP@>=`hNYq&D}enwwhgI@G{C)0_*&ct}JdF-+4W(S0%k0e{n|ZYM=CdkA6=ye}Z*>)V^qW`2Fb?^ZDjlSLR-M z%FFb79A*CfX=9ug1#g`b#C_)wp}nw00y<@|x~(+V1GDfhe|Yrmc* z>4|gM=x@My{hnl&vjTpN(+J;S>-?@a`GTRt=)<~4zHbcv;gWprCace{D}AGJrLXk& zomC;k{E$!oPkYxMujR1)AGz(yIku2g>Mgr$sqC%_HKRh5?4*R^E#0r1+>V3ZQbNU! zC;tXZ?> z{;aiT%{(*EXA} z1A-3xa^fdE(axpSXEoY1IQ9Si!=9zb(Ab_gl9x1~noSGEeItE0)#{g13XpH7$ipKdi^`~IMR zrFGiv3B3uJN`F?e>zDRDSnmFn`|bP+iaW2M-en8MsKZFxZ z^h0U&>&01{%FO-BiT%uJ?r(xTwB)nAV&go4^W#$ahb_6B?3_Et%Pw-y-AgC07sHdG zo>!DSKMr=YH6O{mFMpH3{mOl8KF@vK_EMWq`C*{PFkiItTX@6??+e_oT-D}Fd;aD= zU&MDSI@`9P{Y}hXQTGZSXmWr4lF#>={Y9G3{akA%x7B&|Xb0#kWMzfqqlpz36l!8W!~-oaUcO zPG~y*+j2UBjotzs1WMQ30}=GkVxAie2M#*Y%hvfvhia(Soj@U|aYGOC6K?3lrTSk# zA%3d-DZZ*tsrBnUFTFRotju2%=d+gb`)Nzw6ivSP8G-MoE88#5LFTXM5g)dgDCfU= z>k%8iUn*{}3CfPddj^>5eT&+Bk?{ProK0{3q*>Qw@~{N+Lc4m2d)`n!z*OaA~^7`a&QIC( z(61~$;@mmGod3e*Y?krILJz<$Q>;1Lx@{|jd}ex3>1D*@<);k0kCXc8zvp~b-tX?` z_i#SX%wI9D#kf)J;qPy1cHF1^uOC<_3UmYM|DvIx^;b(z=B}u{!|bPL^JsNm1;#UA zs&Q?VL*?ndKbnnqwO)tsr?LKEkBivSg|hm-?%m$&FpGbW9v|#n&Pl9Y1{MGPwDPMh zZP_~h>z*9}f4aN<$K^|A=zJUNeaZb-q_@C+3(lABehYW|Jvh!%e-D+$_tOP8NNRQs zm3$_g0Q>xnz}iW;_{v+NK#NWX5W2}j6 zdFF(x`i_|^@@zi!eIn#HU@AGz&!OoR@;BJ>*sDCt_)8(Tb++#QQuuE*-}xbX$gYML z86`FTpV#}ahoDDUyEK?7yH-5r<&&@7YtA#)<<55Qhv57X{RWt-|5!QHx*)~}>;;zY zZ*ycuv!56Ix!PM|mfg_G-vE0J{loM_n83&JWNL4hTlzfCz`ZfOT@3 z-(3!$ZrxZ-0#WDnXaGNy_{SQC(lcPf5)zdr}i0qT;r%yzHaof zc$N{8`_W*BTH_^NW%V0k>)zd6zU=mO+UKjG-E_9@`xAoW1?vm&4_NO}QG=r=%8F-C zyK&x;%lZ0(nuoz2ft||Qt=|;cNIvJCHlRqbbu4wxJnSFXPgXs0+W)dsJkYsX*5`}& z3T9V%?%zrB@sh3|(S4sD>Y@ALT;u%g22(H&Cd90f+qG1d;>GfDH(SctM zT(c?riXI3WoPrI|bS1A$h<+fP>=gJ>0+Bq}Tk4)ipJeALE$JIFT*bg}DEk;y&QuXs_3QKo?exp5u29_mzD9!yA6{s0u z7b#SJc%Z28_Wq5huR3FI%KHu=|17y0?{Vrj@$Hry&K zk5C^?cK1iKdaFLd{1-6QJQ)3?^K;iXto&-74E+rIgr$4h3^{G=iRBmn{JB_W*E=$z z`1PQhN6X2%Cujcj+GpIa;9cxoKdu)qF#ZqNLx8$imm2>L`bmfX{{9`-Udn#PxI_6d zzWwqj|IX8|WG|Z0^L_DGyFF!|v4>#aSoO%Q-t#GOY*AY=K5r$z2R`P$&okZeImIq# zf&0D}o?oOG{q3;dLe0B$G4eEw^(371C(dKjk<`EBbniUE5dnG*`WLtthzH!zkpMyH z$&Q*&4%aZ&PD6YL;9WqtM?d&4kS=i00YPsl{SejunnLk|xF#n54Lw49hr!>_a_n6h zWktUx?k`XC`#0F-On$$aFX#5GH0!>Vd&QA9!CGH{ykPPxc9|S@WksJQ&L6EA`kuR{ z%lF)vFEV+OH&NpJmQ!qkrOzNIjzO0w<12ChN`*n+m+#o}ebFNsu66*2zvqVBSJ86s z`e}RNn5~{7jMD?F!zWbwm1$YNo-iappVA zboFPtUieXTv@=Ux&R~9c&jC}t@4@=vT!tD{el|WMo#kVbKc2I{{vy6# zQ4Tf!^V5ir)lc2ySLxeX4Zk>c1;0PR>lWHS2sx^fiTpTgqgemctX10^ED>z|D&Ez3 zd^V%<_&}XAj{O#}H>`1}d}<2>&cnCHtz!NC{q>goPgLExe!>1je*>oK_iOBSk-dwt zw`v~xyaCx?`pLzH5sYf6>fwibz{$>0dPRrRzmnhjDQE`~Zs_2G{R2A_P8RjVu414!?wOjYeg~Ud&MTVw(3UbN?Q- z=}Gq(|HsMpi*4D9&|{W-iaqeiBl6*j6W)$)eA!p_qz>gCK=&Ws)Z!Ptwi zPb|3>>soM;xbyk`x$PHzE*9H->u)sc3-DinUqxHL`GT#5?{xo*Xj5amsABUeKOx!y za-8WawZCor1NRke{r+tMd&_5!wQ;T={Lq?Dn(s}Zr&xaSa-+w2ySUqncDI+r9_D=R zev@E1gZ>ZnhpK;OjX!@VTCaKjhaOi3?&DQ*AND2MgN^Tp=9u%B(QdjM-S4?&>6Jh~ zTH{Y;nPu!n=znHUj+`r7wtjG4`BCri`wirf;?@@;j~tjTHk@_ld%GTwi$`?D^na22 zcO1O`JYz4y9Q0W80gFuJJ$bM4u03D$XL9D+3hn*sc?$Hl+P|z*` z4m#ok!tQG*{g8qo8XCJZD}ej4tUu7nPBi{JO4r~XrDIq%Zs@^s0ypvL0rdbK{yieA zajKs{55}i>27nHD7}lq%oK@%2vSOblz6UPl`jn+V*5BEqgDAK94!mwy$baCspS~9VX?X_y zgZ2QfDv?{TBPI(X#}w53>{IcoUB3eN^9z~YQ0J<`?@)o#WBOg)cQ@j}Wv5;Emp8LNU*-pBLT_%i2xp+s1PK`ZnKB7jtdCBKQ3f(``PrZVvw+)|=4(Dw^+S!TH@* zxFWf)7X{k|{tm!Yeh+K>sr=IS>y&DJs-Uk_nJbGrPs2!W4bA)?xJSQ|>Vxxjdhy{J zn)8N{9_eL659&A4Cx(vv!B6pnbc0hoH4gL>_-hAnO-=rX>818JeE;-Yxn)J4CDy0X z)Mt3ltnu%k`<}b9!aZ#ptMgUu7wRDTjOiEIM%LeP;@-|pmx{j0&hxy2KF)Hqv&|Qe z8hwWHS#q@ds9Hs0QIpnt`&Hf?IR8!H{W;SEX@5`VzP~VCz02C! zYk5e0_SB1a59)Hv2Jy7rp84+jk58fP}=%4)2vS& zRG*EVE1x=jb+vcDTPU8i%ULws_#2>K%GvbxQ{)qCx_&eGh#7pppOR0g5A+k>3&rm1 zC7d^gd7_`}zu~+w%ujVS-1q6mG=u(E-_t|?0jAP}_UoRoD@vu$ib$WSe(?(u?V}<5 z)aw2A!_6PQZzMeeKRn`_cp*AbTFPXU#8bA$3!v|?FA=c_H*}icfsA|&o%B@@_uA@w z%sN0a0sRCzg@?{JI1KZ%v-bDODl7Ud@x9^+q5T#oxa_xpoVVUz|9i!vcMn|hkIj3; zq0Soyzv`)l4Q|O5FP)qHUh|1-`FDrvTo1fQfT`Z6YwV#=l+ghr%ud!jX_Wlx z=ib+z-R?F1JzuW7K4a~y-fQSHv@?@?eJ09Qul#h*g^L&R^P!YJgZ_g*objpiy|7Nq z+tYnMfpMYhpZHw71mNA-S&JH;v<;^nn`RIs`cAfS@(D}NgFAN=e3F#1S=$P+Bbh;)Q zaL_>@T(vJkd}#1w{8G<{I^O&G*=0q4lvn!WjFA2~!$p5U9^gG!?Y+MBQ$>aIKdt-g zF_rd;5`6ET^N)ftazML1KAO+{ zyQ!c&fIbCGrB}=8jOahpSs$}@R(chB2;rn)A`z&Jra`t;GyNL{et z`91FC2-f}aeZ7@#q-fe};^Avv z{Ch^#F9YAn|Nid-YcEw!tPf*fgjLRbS@48d^@o~STU)=wzgJM}WO(lYQ@wwDoQ2Q( zgTGymmmGP{iT!Ro_Ka8feY6qx{94=NOkNe*uLt?0qQzQ`8EN(vUSadaqG{G|pTPdb z+LWG^U-bI1_sd-enyjhY;59Ck?$`Qe{r5^;o+4DA+Ek{Viu4+8&OPza>KUYW#Yst1C5>z{ze@c7dkjzd7NsE6KhM z`89%c@HZxY;2z-u;X#Oqsltg)excY!I-c5h;}dW`CdD%T9?;EqqNoQT7=rZx4mu$C zXg@$4>+=XlybS3-89Ie4d8MC-9*Ghj%1?)f=n;yqQ}I%s>j^s21q_7C>v($V{m?NG zKUgo|pdSW*Rn?B;+Lx92Mq)p~siFDCsV?&k*q@d@@z=j=XYK8=dc$6Enk^u#^%v+@ zi*Mn+iw4RiZ;pu8z57{l2f91~W8wRqnVlrt$WE8bhGQlz73bJ|@=9lU+lcX9Vdfjq zYfRpDpK9)@09~`Y`#WrXaWH=so2RJropt*EdA$d_3NV#@)z)s$_%&v}0ecSPMn%hg z|B9{R!sdgC%}A6C8PESZ!0|F z!(~tWvSFvN+Dnn@IgjgL{m^fKsrt{Vx5}?>=zJ}_zkYSqeCm#S=6o@4_#$zkA3%Tc z9?s=F-{$kWhxU6i^89?c2}iwxb|P@lkuKo1#1A{toj0xO`7{pY`uQf0lOr zylX@2Wp+1t`|gt;_VkX)cy%q`|54z+PJ{l^*`8$Vk4!3uCI4f`J@mXNysP~`dbW6z z>veB<$o^pMojq0FSF2~ao;QCbEWNFANLQaE?GM-!7zci_kDg=fPRkFYNIA~>gz4=P z-2cJqtwuKdt+012`y^-H!q>!KXP z^rg#r8>AoAcR)JXegq-sJ99jFKBSJW+DShkK5&o$L5H3|c$V~^qR9Uwje`vRXz0){ z^$`yc9E2M>g&RB&pUS1$QAb2Mi47pp&Z7xQ_xs7*I!~6F^BGHVUl-mZOFsGc6|bNC z_}V^u_lS!2i*XQrX33#=*GoProV)U}jThHhBd$YVC15;x-UjpwprZQcRnPg`{K+-G zSRk&o`69i{en!Y8i!XBRx*QRIcu4zGSH(qLn=jVESw7XV`8;<%yID$Nm-FxFuMC~H z!Swy+OvJwbO-*Yob@jRo5i`V9UFtf%VooFU&CKI`Vw z7r!B%vfESbi-7)vzrbpj^?$1No``N-FZv(1h_6${hKATw=})ZpVSSRd_olgWRFB=AZn*n(afY3r=bj&b-#evUPSgu9Rs9Cq z=B3asv~`+U+&yI4V66h zao7PKaOmj{L=WPcEBR0K80P<=fDd*BaL@rkmr{pN`MjotBVKlZ4u1mpfg?U3=w$!I zhEqD8h7$e)!egC?9xN~F2|A^pGCtAO_|i`q1To(SPVo#-{XCkGbnT&`56nNRtjzBd z-*=?Bz5qMOn*X-A{4BL__T$)v-z?ZGQr%yQ_~lHWsE5paGr!NX!>#!}>>1>n;L7g( zxTt^icemVl>>DD>=2P|w>;uSC;C{5lGtBw=D34}${~iqG(R}XvK7#Te@)R(YTs@7| z&;1^yjy7NXIy1ljBZV{l_IKsCzjWh=AI3NF{i$kx4|xgw3#gN+Yub~yOY;6w$ajlg zaQB-7&G#~FJgD!|&>n!P+J(30@9!^R<4CQSLZ87tK|NKwWUlGFt*}C@W^R`;fpriy zFND1Y`-aW`V>xoo{4SUtARm1AG6_CM7x z-pTLpP~Y`p{}a-)-j~cC4?JxAU99{i*dNZupW0u9dI6@YpEZtD6(bV%6YM>VZ(aWy za?SaV-u!%}4S{`#&7Je(;toY0i36jm_O=}pgltNM;z(H9_d8+ zARS3K(apVQuwx=b2M#_!&{2+N6dyR^0fJ6=q8~@obGr7&h!KTl<~;9&{gLMVVUS;d zeyeVuDK}5P^ruM^_KK727uNE}K;Bq#Z2kHB^5q4$ZF#89+V@2pbX@|-6F!`a*pPIdKL)PCae9`Q_gn+D~m)-`hAzzSQcgO7(|t5$D=` zvYT@`nI4Mg8h;G@5nTSCDNi4@q^N(=T zoyy8N%-A2$&#a${rpq1AU3UG?gJ0(7U`3Mt80dFvysWx4Z#(IOeSz^(rMUgn^4CfG-SsqCbDyC0%MLjD+*Zqo^+z8{D6tMY%Ke1NIS$;zSX zm)hQO@yC$8Q$Y5PlE=CkXkUcE?Z!zw6Ft^V`V`nJ#{WWghmwCj-TXBq+}I_A!_GiN zgA*O$^?(!122K%-eGv%v2sdQ{~&!-=BWPu1$QuMb!QNh_1;#R^uYPK4tlF*7vM5&&Xr=i8XsWXZeBo zspfOPKOOC+`LaUaC$o0Rnk1(mSMQQ1U)jL#gNnNEf2d%$i`u^jy9wczev55cuv6q+ zHRH%T_RSEFGCucvorc(aMSabF3)maTHxccZ6&uBq4J*BT{k5-&Gi^SZ8?uM2a%L`G zy;I!q{nc%@_t`FZd%EwtwTEX()(M%NRDyeLPPgl)&U;R+Z;n6o{=EX4Pe+DJKUu5? zsPm!2F!|no1Wq_2>g_*xX9$M|vqEcqed~XT5=Bpi& z*LJgc1MZjI7F@aU*EPEWa;b`QyRh_>{|W5~n5sRwTynRAx&53GlGn#2+dE$8!R>`P zYj>YA{?4WRzO7hzf4;>R+yCu$^W8b~pOnB}XL_*&^H9#`8UH!_9jv{JrpRh5k38kx zax=wa$$ER9l5=Q(z*PM((&mc}4DF9&`DIO&xVI7WRL$PTIX{+O3C2rhyPWFY?9}?m zVSijCIR7F2r2OlCHnO*dK9cxrBNP8>$wK;_~={YWq} zjBt;K>qzP!@j(ZH@`+=9L*c4_^%K!mJ2G4&$^S$MLjk& zJ@)jSVyT^9=1oSQL5~5dXz}R0QF7PS1y_G_#2)UCRo~Y@o&lzkYnAN$)cvWLPeDJz zzW1Z4^H#^q*pYGI`M|y<&wV{H%g#^j8-)FWc>rsdx(}QE*BBR?-F=;$jiVCS^{gDq zj|BfD^b5+Z$`k*?ptrW>@17}KiYNA8b28eFF`rW+4+^g zpU2xJd4Dm+gEh|bR@5J9_K*F^&aVV^Aup%`uBAvMn|EBdSy>x+;VkgKXyGf#=l7x1V3!4@>u z{0#Dtb#$DL8*}=Sx&79P<~E<~;+&t|ED1jjE7dLXw5ACkg%MR%?Yn;YbJiS%m95U8FC72KL_H@@1jLY9?*33~9H}I$nEg#y&$R88#Cb6{UpBYP$D0eq zgLXNiL(Tdk=83HSeJ0AT18?i|cyyMy*XAn--`vaKjJsM@#FFq)=zR1#DwoqQ$xo@Kd`@am_$64PwKVCogamL?= zy2Z?|9o82MNDsr`8|^D~Gc?xF_=igl7XM7%Y#$5zo`VER7doy^q#SiE8`^hK_m-)_ka^8fTh?=!PE;pcAgf zmwrOI>IQI%XMpPG(%M5SR*e&7#U4tmFQ&QQ8*+-t>jxf_S8VyQ*AsW{6{-Byn2%cT zU-!Qa9wisA>C$Rp&z+*b=_~ah`-HydX7Z!cEcr&Qrak`tw*}%##^*l2XZy5b-9z>e z=6inf@&eia_?zS-+~D zs6g!tJAswwuLZK|ORFBw+P_Y4KYoie<+yt}VHfD)onz+r2xtAL&OfPHEq}}-yLR#W zX%6!J8?!SO&5`Xs`nK7leOHJY)DF6TE_ALR>%H~Q zKg4;96YX}1xPLz$9A~hnD^q&RZ>7Fdnmza0C+eRwON_VkD{{Y=?|z#vHaK*CrA_v- z?>FxsFK4>%pZmNb_}-@W|2ypWhMxfb4%tiUdbZFo0vvj|JJEG4Pu)MEpFnRzxDHkS zga`Gu!2|ITeohKLm7@P6I?m%${j9?;B$%o^@RuMT&1LMVq`!p-WIx1_KI#+TOVTw# zjUWAB@*!M@s(-=_-7B^Iaca(>j%CIENPK@^E406Uc~u%EH7^wYupBI-LRAICitQ$#(UP;V-!eOh+xs`3zUqv@Y=g-v`3%n-Z*N zSmjswx$i?qd+YjEH~aHp-@)GV>FPWEj?1d7cw^(o{J!OVdB%T+_*VThU;oE5qT4k& z)fQBJoqtE5>_XTlmfqAwN&FX0H2w*u=Sr|%!^V-C@nD<)rW!AtFVons(9;!?rS#7k zoV$6)Lr>+s5V#N1eVs1Y@341aFSBtra;`kO(`6UPsWbRKSY;QYUVy3U_jt1W%2ILX z3zif40H(?h<3eZKq!@keusocYY3l8!9LSFJa zS0+bFuz!!sU-$j}TwZvg^`LSzlzlLHl6=2;=1q}Xw(ve*5{w zn#tqp{IPubTi5dQ{*_#Te20Fri|Kje&H4pzPxpNUho?RFnezsquPr+u^6cZ|)X8k*MuFP8f^5xSjz0AMQC`j&)fj`Eoe@=&TeZ*C-+;Kv+ zjx+gpjcQ*F)`Kt)#yC~&BG=u#y>Rgf;|?tCwoKI54XOX*okRW@HlBJsCwJbE|G;lQ zeJvn=G^6|X{=s%ZI|8O^&vg5b`5D#s=Ew&yRel5Qc8T?I=HvA%<@fjTeo_~M^uN4; zaMJ5aK5IJu&HS3e4UPzaL_c4{_%Om76ZGhprExDQ+|Z1%@X%Zfcz zit`X5r!4&tJ*M6>V)nE@ow9VyUU9trf?4~8;itCrlz)!mCwKjP%sUsoB?eQ6`5+qJ zAH(#9Y$IR2|Hj#S8a&7E6)%BbpsSrv!5IK z{)NfGyeU%0`|t6~V&19C-6CWU@%dckQtKPmUTN$7q&)=z4`cb`Oja=_gwVsN`7yu+7F5Gi1|9JhdM71_n5Nu)VdG!8el5@ zX1_*>^?k$#OvT5_q5QS553$~4*|o8EMs5`NuJ$pzUDW&%`2eQMFIZ0Or-6OL`=O~k zvh|1e)tUA}z#ekX??G11A;sH6f0%2|ud?KhN}-{1{VX}4_}uMa-Y)L`C#!!{e#M>F z?65z^>n~Lz>I*Q^?@B)UIQ;l=;G}1j9Mp9DW4|r*a1bJ1s_+(p^bjwgzfkB7`_Q#y;vOfm;8BldVyl~x2QE$>~gK~H75hvI$o@IYP4m16w?unnW_w`qPyJ?~5 zMm_0+SkzfQw6*!Xt0m@RZ2pKi`|dX1r$QcUl61}wdP?)PD&GFsoqw3;*Y0}A?gmv> zufA?V=j~z{(S1iL(X3B-@_q@X! z08`m5Pud-;{9=d?n2Imh52^RBo_y&22VP(47bBWS5c(H-3HuRHSZv1wy_MzzIXpin z3gVM~L;P49=|AE=2k%^s`+eJ(pTT`1ldUu$Zw!so>`cE=a=c79LU{65~x%_ z4(Js>nmUI$=luiq^Pbpk)*Cdt`#raOKI8uVV>!E=YTgXH4f@I&XVI&U9wpbG*Y=&u zUfUubvH40M*RAoVQmAM2Yh_B0=^ynS%QgQP`*iO|SMl#P)OrB?0kG3hZk@~-^6iVx z9b2i>B5|KxPS5?Er%^Va+NTfw4|@{hTSZ&H>Xs1#`<1QsQY3eM&g!k?H1sj%_q?B` z9%g&feco(~rIPqdFfY)}dQvg_6HYm_J`b)3#Cl7eZaobRPWo8MB~8aa^eOZ;aL@rk z2c9kU(*+tvhZ0_&An9Rs-==raALvarJwAluQMnBd&A$zu^m7u|G0pcQM92A%CY{=n z9toQIAe_hmprf3JVSmHp2Ub=pEBgLOrSB_-^nFDaeGhp7s9N0LueYOW%^wPnN&UU+ zk?0y54wxYS&?~!W%h36vuN@w7*W0~qzJla_J;)(TzeSsMD=Nf%jF;!%zupP?3O&N) z;uZNa@0&?K{IX}Oc;2qxdiVVe&?lO`h0*u01CYO>SNY_`m|XwVtX10^ED>y;qwILh zZva!xb9j5YugA0fWs$sMk{#i`)*qNY-s!aZ2k~OSHb2d3&9E zK#`uQa&hnFOaB`eFSNeM z(%m>kZd>>D?Riga4xFRnzJ8OgU1-TuRnGcm{(<#HX4k9xKzg2eYyQRt+qgf``T&##Ji4b4BS{`JpW>UQeX1}{IbC$JyM-CxT4&s`6( zaiqp4<|~z{#+Dr+FaKzJVT%K+ZlApVJ<-^1mw3A8fw`Bnk)5CVP8NC@FqM8zw_Uhj zw|+7D*=2okfb@$Wr}>7GkGeVyDI7TIUnK`M9sgJ#gMNm64;=A;gO2dv`~>kZ&jF73 zfS}X*V$oo!Ddg`octnRA9Q?g?IQEsRaiS?GU(ikf4!VwQ>l4^NJ6|&B@eM zdSUy+(l`5t=R71oYLt81xRrCo5Sve(w*|QXm`Xkjvia0|3B7}Po+ba{O^@DDsH6Y) z>{GJaIq@AYpnq2+E6t(%({xirA$j{(B2j@$m9-7_#+y_E!r?>I%T%+#(HcKC?B$M}tLcj2KX)H6(Xwvtb7vJRbKW~_s zPa{67$4!%E)}FQ%mh4|Dm^_RRHTn$YVC~i+d2So(ubU^^S&mxmrC8nj&mNwNG4wqy z)5~g~@14=xyi0zWDel(=)c?|bUVOXF=M4<4=P~m9e2IPG(C3uW4_db}`%87GIWN_mQ-N@-b7c}g!pT1yg}!PYpwoQH z&`IwY9Qr0Jz-RD4IO(6rkU;oA!l9pN-ss^69CU;u|HCjpTmJgADrH5VCH8-&xn2dk z*ODjxez)9}74B)<_|W%1GQBo?hJ5ntk1x4<&?a$*=`!`8>@?VgfT`@mYZ+g7y~@^G zW9xJhFZ|r^(PIm~6g6!=uf21Am2EzCjtSC7dtiRxM^pEq^#9k_Ck)^BRp4AF_kHY0 zS7%#0bY4BTD>|9|gIvy}yB_C0FGyD&PPW@q+2yI_p~HGrQD5mNS2Ua;;aLBU^wQye zq{Lra!bu(l&!sVTvyoTCS)2G^XG87)r)UO%P63H}j;7~y*Q>tlP_IK-kw=GNy~?tS za$bFRj(BtS1M zwR)4N{NU_aBcFaw+`#zU&lTuw^Lf{Y{6)+jtUSx?V~2gJ*`>1_<91K0kbTYGXF2Zw z%)TPDJJvavKIt+;V!Z?Qw{Djl=XSBikz#eXlQDnN`Be$|i&%TA{q{YM8a}P&pWheH zXa@bS*0G`Q08{BbHXf889C`r#iuO?n?>KMJaxwn9dONo~x{~|fO0YkV>yzYtP*|^G z_3JZHz9KFgIe+8};%U2nO73C2V!s^YYcbKBN6FjM{ay;*F7ES9Ru1Lo!Fmk0Q`tG^QOzYp*u9i$Jvj`g1RobUq7$3SmP;)uf+9&`+UKYiz>_H{mPg>L7(~MQTyOq)_m)m z-gS40`F8zsZYq90q`ou5{_9#cpVz@z&q7~mc4_>3(66vZ6g~FUvX$b*zfE}Nq4U%} zDVCr6dDvWkMa+5?>>0~G$=gzEu2^~CzVj}8^TWV-iSGOSt@5i9yU$D6I8yo&^@aUm zjqCX7Pc|1tC;rqgg2qxOGwEE+eS@SL_EBYfbf2|hMAJts+$8pr8fC|m|`PZUCoY#7iJ@Bpd zA;=#~9z@5_d_f%j;?U)HUGs@x-(SV9H}h93ezH@494jZ?JhS5GpS>k6PlhUq)-$9( zAcy>D>ig|G?wRw&yy1)Z{RZ(K&hPbkc7F1zkUx#**Ho@K|IwSDue3pMf4{qYwVSgf z->E>Z>EbpE?RQ}5-u{T0FSGfn@+U!F0j82$T(7#Xv$Jw2xr}@OQ{`vLYgNTaX#Q%A zoA}k2&KAEmpV5Blk}m{pT%leZ;atDd?0%139Gbtf`Cr{Ba??M*+d^A^|xm>*j0l7E~xN8o%|w(nobbIf-!U&i~JNIrVx zM*{aSaQ*K-?@hPgdAqpJm#5n85+7>rJE}_ImR+%a!`yd8s`Gd-zdn`tVE<{9zIRgN z_}~3Lq}!gHFQXWH!{PqNIQ-Xn(r*tXS9QD84d7%~#6Ty#t>meWkN;+b2lYB|&=DWu z9`PX@xS<<@eu(J!vCA|x_6*rKCU!QbWBzRDG=B!a8V5cpM)nbKv!0o%JeW^Y!fL$g zr%Zz23qp!-@&O&;Nqer;_RwA5JyxSE*+XgG|A_bBo*&NcJx1buyMLkS6YwDRkYz{3 z=B(aYxNTzF9UGrt&i8RDKNRF1QW*roA(5J`RIOhkwqSF;2fBx}yhVcuGeZur!+UL7xgzO>Sp3O{tXm?$lf4@D1 z@qzLM^)U83@pf_FS9!SVhyH@SfpV*Mi`RK@dtsL|*H60qjMaSqk+M%WAcxv{d#_Q0qhq~<4O+t;rL6gw^KO$`-lMjO#Eg&9(1FRi67yJ zZ|FoY`kLY!+%VDu(IXm4)DPu>Jpnw(9-te43gTZv>7$%MJeb}g=!t$DO+4xDC+IWr zl3HcS{wU@7J6s-JZ0wIJ_KRoPACPaB-Qu5%Qh(2LyZ_ef6LE{(rA7Um-}3=BU#ySu z#~>d|j%P0T=3;T{hYQ-RtGz39UJUdZ;=|6;$=5RL0H}u!cbD&Wvy{ZIQqHbl3H&3L z{8lM6H1-GNJFB0%mv30Liw0eA`iFe|yC}I|7y1(IqY_=1vp82&JbT)W^Nw83&!3Hk z_v`ZYlLn?eE3*3KIQP3%4wXXfkUxg?)1qf&Y{@rg{C2O}PtNjl_aE?nNS<#8dxFtl zDk$~&x-31VFQ6v@Q|Zg#IIBeUg@1+jdsF$&yw?`I^uR3fpxrKN{S)~Brpj-;%~v!i zbpDPt4)ZFU_P+SPavlci1(>RSR{2#;vy1UpIGn!|v6rb4D`=y^i59Je}qdbVOxs(5(6O@CApJJ$S zq@NHE`2nYR27sO{cd7OL6Y}a~%96f6%>IVWlP~>g(u6~QpTp$QzH##Bxx@2**!8*? zZu(9=ltACNwE2|(4*m(~7cSqL%l%Kc8nAu;YSG;0i**a_AGG|`>!1DSZ1Lq~TYlJm z@>0>r=8IqHEEmtV`Q()$e}hf-`b>}-|IhnzD^S6pm#ub*WnK4}nEd0qV-`&N<}m5e zjL`bMrPt$6R+8GEsr-vfpQo)4-RFT^{~ki$SIL(@eDZeZ?iatw@841O6Z8vUDm}yV z%P{LN@c*;=H<=|5to>;5Cl9{B&*g|E_YY$JZ}nfnkRz9wb6l#k0oXRQ{(^C!qUC<} z&kg4OWh-2f+|N0IJ+8CO4*44}-V{Bj{VzMkoppA9|9tQ70{#B)_lKe108{l}C0#N4 zKgYS>Z@2m41Bj2|ex{i1^>O^OJQ2#ZTy zlG=KD>eH#MlFPGb5#xj7W8zYiYapNaxGg80U%~6CM{lHl7tTMg$Hr+iw`jm3ZFaVZrf} zS+iO8Rk)wW88aa!RD7uvCpu!xr1;?YFczZ*&oyFv>||E+$62+;#)Sn>3QKj%QZ!!{ z%o3CzJ2rMqaCEFI*e#Ox7};fGri8`u9!gCv-LXTb4joe`ha^{;Fh+Imq||^T$==F4 zCN?-Oc>JW)R<4S!sxEI=HP>w}A6Io(O;-(9Z8mIGLRe+2)Tzl8SjWYMjb(KYO-(Kz z5)%_YDLyVZHZ>`^d`wKpm`P*V0H@APE;C_FWK0MvtdXk*>$8l`6Ta4sm%0lyp@KDB-$I^@+i_Fa&lUYNlo@)b&ZY) z=`dmP_}ItC#72x|(>OJ`+7RyT6Bif!_yeqovF@|A+@#4NB0cM8kt#L0?1a!@9+yq& z?_fa{T&+rIQ#DE=<3d5l??BmIyWgXb$Dv40I%c{{;5NT z47vL+_7ndF81bng$rXa5qhlT$Gk(12<9cQdMLBE^M2wp-K5Rn#n2^Wg+1v{7o*Yu* zFHA+#%_mED$}hbAs>y7QS8y9vSNY_MYEH23d6Z3va^}JmqfpsZ<;Ej1X(Ag*J`y$V zZvN~3NcRD$HN<6&iK|tBx2rW9$TqI_GH*XuXIB^AORlc2Zm#Ywe-}w|QQnYpydU__ z(Vkc27gwL;8lpQo@Hy9E{N(8P2y+0E%S;-}<`gF`t{%xHBiwq~)yvt({mPY;S*Ffm zW073heGRjzQYyJLr$cO>+-9ds{41j>oEWj9SmW%?DxsPcsG3#cFO;>kT?w<)fD(KL zFcRph8c>!E5~CAi#>PyZ5T6>*fK4tzHav1}pmOe!>^1U^uI{twsnj8@k}E`qg~yK> z>xzixt13>AEa@vNsS{hh@h(QBTroUOIZz5oH;$NV~umXiL`(yd~p zGK_?-)Y#oOIjrd{GDdzsK5t;jefz_xIqR+eugO1Uv}|P4Oa4*w@WlFutBs;%q#yl( zeiEOrB+{S7I<$M;qJ$VjyPjw_@0N-63yADK z8Gf4SPGowv&s)~BnsjYW-U1r;OI-Uh$vFh=>;6)UH8mF0)GW_1 zux`w8@X<_{;}{1YS+VNUMLUEyKZ#~s`hNcG%e%-X8J>Cc$EuySM{Aa67?@{U#jg^r zA@jj}$NCkY!?#i2kHemR;*O1EgN#?Talf#{9?`U>^w*Lu<~Q^DZA*WXDuR67n--_Vq({=OUXJJeh(kNAEUJUWsOXibFtN^ zg`J{kUFokUU95lZy(1`tbPpXpYxTu5YQAjZ^fR!Qc6s*pd16}pdf(G9V^ zDx6$jiav5b`@K1in)SU*zUASY!leHK0X>(sF^2Q_lZU8q&|id`^R~VU$NT^tgCFtX zA{=xJ-$7Rp4nM--BHYa1$D@27ig<7l-^|aK&fwjV7Dch{5D)oH^9Y|M{hsYH{a$po z3`ahgw<=uF^@nmSD*)&b=@CO$~DsUkQO)<`GX!V?JDzi$ERgnK>-b1!JaEa!O?LF zsVV%9bq2m=!wK1U(HSSk_Pu%~mz0(f+jklz{gd5g9AfomtNo<~Wxg-C$_~Wx6eV;`SX&!5=^m zfrnVMoEpn>NobZL%_#&eO)WynMM5_cn$q7vOlw!21qb5vC zS^IJ~?e>A+nQ*O>X1WuZ=ufkKJ`TKw_KSL!N~GN@KJX>X9l;)7u%vF*h1ZjqYh zS@>|9AawO9<|FV7<_*g}==X&iiC@cKt9_LEB6(Jp*PZWQhDT8J6XubvKchA(+zftb z;%0A(alw8`W@|cmN!0u!+uz-xdyvr27Va`9$?0QFIaCwjBXJ>q15U z`ne>YxlBOkWoZV7WB0$(Plcl$7%#+wAK~~8`Ut-n?n6Px@Ev}HK z9P%_bIv99rLMlB^7C!9r*-6q!rVCvDMWfIo0h;AyXJY>@%KNUrX1WuZz^CT?Z)?&I zRtGn}E^EY`*qJn=Uvk^oS3V>=<=1R3uP8M^vpmB99T&uG+8s)s2EON3ZuWC4HWAlV z0eK?jn$D zgeGn|`s077!e_u+;BzATG3yo10$%!e%O}$_fr|pURP#fkJ$_Hh{@fzu7NLdkTc1Mt z?FW26&@PJh8ny7Pi<={93g@@A!|5zR@7q$WZ&{onwhwImVLf3zA{;KlzvS|hA^oY4 z7v#%*99tKNXY$+5^cgN6VBwgL;8*Y?K3s%@AHHbgrv>B_zHfYhD*j}~zaaVRjriXM zC0D?Bpgh&jH_OikSI?YqtMIeZOx{q{!OyDd@H4DWH$LHe+tUfOd(0+Rmp^hzT}kkI z1U$3r>#QfV*F}sRuvUCxl()`@uFF41t)qdj&l@>)Mi$v7)3rIq0Q!{if6LD@di03C zH~uuS@s~ro@_xgx(XE8$+U~Ru!H$i`# zQW{@-Y}uG)Bu$QA$q%;89d|L3g5QGA+0t!VNsSA)?`!wc9P)xp*LZ1zO&yNu%MI-9 z(>=#Z&xG8bNP4R$zp3q%hu?62Rkcuhzn2r#KO^XJLEob&)`{!}gOmU6Rc@y%WVraw z=4TB#-{41lxR{UTc>B=SJpRE*CC|0fUoVPua6Q9&%Kia;@9p77I=JXh#K-rWmJk2+ zOj+Yrq1WXYy>9QI*X?!aHE;^#W1@fQUG)5-&F_BoNiL}>7sS~9?C1BSI?o5b!*~dH z>Rfu_*`0HS|MWI_LIymT-R-3o9mXs9FxIav-7I!aK4avS@W(fk2pKS`S>CD#?u%6P z8uY@AuO$3-F^LA{1RpI{@Lh+v4$EmUYPOI-swsnz2*u- z+WTBeJ`DN^{=%})FV&?ZNy}}}Dl2paX)Mco?bJ2jejg80^cwWnR$kombkDZ3{u4qE z5PauS*8?Y-Y13Ws2Xh@X)lBD!>-EpqA@{;Lm>xY#&+IGvC5rDKUmT-X&-})U4uW2Q zzJouw&71VgujOX_I=p+I$74QM{TVy@UjMc$Tk4g^>Igb-mRHfS{{W5=%~`XYn$61g z$2j0TO|M_9@<7LQ(_!Bw@bcFB6#FrpccY)o`qifEjy&>Z_4XeVwLWt*S5Ez;D~0?T z@^8#Tk*?xe8ub0DwAJsvNk9h}w;j;5kN&c0-X8Aq{>8_4f&J&P4V2*cgiFA@I!%y;ouct3B@*MYuG9S=Kgp1Fi3#ecJ`rBLnvPGQ>{K55bE{0Rc zk9=i%&~4^T-#z6xS+}Y0o-Ye>3D!f`pSQc3<>~6TSo6i4pW3)pozFmzpoy#>U>fQp zJ~O#UQ2X0|ecEdkNs{rRD!v+2ab!4cD*Y{_i+N~zThN>)$1c6o;Z1_^dg#N!jB_%5 zE*ZbMblvD+&gMVzvdqs1{V@;Cb<|gTo?(27x{fga^PXS`acv*kQr54Pbg`~YZ+DvX zFWGmrk@agUU7M2xx|HD`Edwf^WCDlC;9~Zt{`qf|EU%NGOPb|fPoD-8({Vo2zR>-{ zqx^iO!Fbw_m)|dfJ}u8{xcF*V_ipq@zJJ&mA@ymh)0a6RTxXrv?6&zYkh47gnqg9& z1o=!;hu_x!%!7Fd+<|c53Hae6KKQZeuSo6T6)D2;9efIYldjiS>CA8+3ciH+&q_W8 zKhncReE3m6_`!F~@+wh$ug5do)s?zL2H_NRAK^G}3YX!$d%50YnDl$r$MpNq2wS+9 z(uXp`y;S)q2XqeM;=HSTxZ3aeGjU$*(|uJsk$qLm@7Z3^2jquv_)#uggu{>Z2frD9 znZS?rV&-Sb|89DJIQPJNzPHN$kn0aMa_kQq>Ff`I7u|3}e#|$s=))~9Rlj^Lmz0+b zzlo*yKf;uz2Ejzf*gZzW1Gy-XI?M2KbT~=f$Zsy}noIfxkA9adP0F z=W^j-OW*rC`$O;aEi-BUWB)mNe9<~}9=4l{*9MML`$OO?_kCWkrX5MbnYGP-*t}Zp z4;yfK<=$|$KSY1Hr8Ck?bR@C)ZM{}c+(p2z!}&h8-*9dI0e%nqsfTM%Dg6wrU+iCj zqflSgeL*X)j-qBaX88A({h2M!3m(y~C&mZsPOqMZ0sZ+uc!J!A9r8R`9n<+bf!2%( zs=58oj}-2Ed-0fde;lf&SgkkM>ZNPq*vH~L3;QvQi`l?7bm!ZD<~-Qw zb0u%))B3qO9W>i#=~0_>v7*`^V!wy|swnU9cKT`Wr7!*P?0$mzVDk6k?wj@H3GVB} z;BrSf(7?OWYdY6bsQ2<#AC3xsnLH;0y0K;CQ`XY=#(oI%n?(yeG5iz>Y98M1jh~mR z{ly@zf88sBV!sTW4EiLpr}t8NVo1n$J(I{hSzhpz6|bMF89^Z*1Kzdc_U825?56z# zj9moz`|xvy(S5YX5BpRaYWZzpQ&?fan3umt7duGndoN@zbibTd;VgrTj*EcSYN48p?G)z$5(eo(2jgz zRf#s~KGRP!@mph44*F?06>z{8)z%b37duuJD#PFJ*Wb^cnPB4u^6O4tk6L zj5GY8pYVgendM&~@FN^9!msOR>k{p;hf6%o!v8Kk(gAN@<@!dKt@DBec^-`R;CvW< zkw04p$Or2J;rI?0^Vl;Sz4fQyshr`J|1$W)Gy^ z4coHt|iL4Dy&9sP(TifxAznI!^%o z2aaRWeEx4xX3UtA4YJxSfhs?AGprB0OVi5Q)s{F_EqcYkVh}RI^_FY z#do+G_wkmUl)gFe7{*_ui%X-~@_YukC_$djU_XNT+wjzAcHS(0+5Q+;vp;puXNoJA zwDb%h7tkAr;+_W`$wa^W&eTuey4X;iCjcK|KOnlpwSaC&Pulud=wY(a>>%TQF8@9o zMX{d*{sW&kqt&H>Pi^h+=Bvk){@HyThwan9pMZG{J_>vVe1>+g@_fJeW;sp2fBb_Z zF78(P2)%hd+uWfyKUpTAKVNf!%#bdc>73&Ld2zQK4H^B@$lnZ9{fTSjSFYLk&$#M7e6xneGbo0u5U&s@$lu={mLmezuYG>ekiMB zEa2&<-l_1UIWM6v4|%bdijQ>QJK!Vu4j18OeoYl#hu*& zzy+d}B24)$qX%YuiJw^_&?SNYRrm!0`hk4mqCC{^4KBZ0W9jcBo*7<1Ji~t#^tv}i zJgh6k|4q_!grhwO$9K4xxA0>=!msAp4Ed$F_XB1(+<(j5-z>}IuZ7`d$`jl?*d5-2Uo}Js? zw)n-BmDVeHXp2yWICq3A{T$#aSsgRor;BLX_WVg1+m{f~p_yDir**g{eNNAOKvsd1 zlfxw}JPq7#!(-c-oq*E^?s)a`+XQ^M&7Jo=I)QX73{S^?)_5y{{R{9j+~d>Z2TmLZ zypMWdJVbM7KWa8BL&+!2b*_J2h<*lrC~7^6nhtz2jt|73HVRLB;$zXSgkCi7y7ol8 zHOJlApL*@{v?p>|-E#%5u+5jpchD9i_FP-|=ouw{Emw!lnA7_5SIid<|M+>FUOf#1 z`vswnd7+8I)4<2({E+{Tm_g%*9g2SP+4sp7`6=wr4MYEIHeS0ttQWJM-IV+l_{zOs z5;D?h#)FlPRrpUjStH9^p2U8wBGvs(;75$Vh?dZW2Azwl{&}Ny3OA-meLUcA;9EC3 zBkqgR65n@zH)<|fBFpQ;^*hdubI4z9ICagkf6aYS-Em(e+c%#p*3NV4=YWoiXcyAx zr_atFTs!>>W#5Bem#NyRq4v0Aeww(Wx@I~{j%wlnFNb~(@HVe!@bFC1|Jql}jvhay z&K1U|eN?9BkNWzJSPv#$(!JMe(Fw>qZ!GU^TqwR3^g1un+@CV{JHAk^h12)MuQe6- zSBWLx-OdaA1@=QO6YwWFyoSJYOy3%G9sTI(M|`*lxBIR8D`xlw0y>O%Ma>`b&mY8o zq6r24LVj>Tp9Eg5!o*|pycTo>@y!0OPlW)P>5pJMzTq1LX6M1IUjccPA2{tFr~GIy z!jT_bgu{<@gZ5%xBOHE&<2&kO=2ws6JNyX8_nVdn4?Vi5`K=-k=J$bWIPhx?9sCOX z<3=x15`DIl+eX&N+p*u02Tx$znw`@u{0h8b!%Yc8Xt_pdcg~)hK_fIC)eG&x`uT6y6XS$_0X_kqa2vmrSxsis zRzDkecNv$Z?(f#&_P-X5cjynGzeNkjt*7PgkK3I%`%U|P;IFote9$n^Z=kn&{o<7G zVIBkDp}$2vXK$rxty6bIWGz+p&Bi>+4jw*?a@Zen>zDj$C6XvzHTJ;f%d^!z<7c?O z$+jqm{SoxHDDTKtg`3b{#kF$-x~f}eJ`A6x$UQn z5>a_spHKMeNSQBlNh!%l!Z|%@Zr$Gky>+7}X;pupLqkU`cz4U110+Na)O+kWO0{ z?qS~xblWYRIN$BMrexo}l};&rvTivMUe9-};gAo3ue0)UQbT)5eba+VUIVk%sq-^tZRF?e=h{2u zL%=0snAyG^@-}?`ciVHYaKQU=KL~je__-Ut&2D(lCepLXp&s?upH%m=^Y}Dt730v) z!#Ih4VfH`Dt({_A`RNq``O0#x?{MHAO@3z>ICo1H=PSB)SWabP987*wO38vJ;wd5kCY9kHH7 zG^T&pMcU;Y1GhItLtcV|>)0P<-?ppKm$Q^fspJ) z!zedb_147>bR^gNsBFngK<8yQ8R9(8&Au1ttBFr8JM`JmPNc{9zz^4!p3yUWM|?B9 ztp~or`J;880O^32;0HYr^=I~CXG*!AdA=E-^!>0Nkq$1_8{{zu#kn`+BVH8o&>shE z;RWOcIls^z#D|OdhyH@R2Y$qZtLDKB`K7q$cPR<$Yu!rttd2weQAbDq0eMXk{xMHl5 zf1n&Ueq?-GdLKD*_x#^N+GUc#GTjh&hJ2Xu>Tg(n7#aj8Z$q6xc*!+K&C6h z&qu}wD|`m};Z~mS+Fxf&yp-+VR;HUE^Z_2w=3{6#=BXY%GmJK}ygVVl9jW9Wz=5bQ zize>#=bfo^DxlqZWsj;y+q&g1%^9fddjWsCr4#o&`uEIq(_AQAA_saM{m%+w}YA)+&9mzveg3dT^!w{qs~=UWU{+0X~DipA0sgOLOVE zu)sF=WU~FH4B*FwNlA^g+lT&yJVSRJFkdi!H^wh@3dJwYIH7qhl0skoAiocFFqm?2 zN^Gz8v@Q=H7A*DS8!JEX0O%X~1#}C3&?ETgbG%f0pojjGzCCxWW8?=H>lA*>Px!H} z&|k3s13%)yMS5Y6_53h8oXhE3Mo`Q{#6$WKG92GAe-MuGML7Hj$M>6-4^0o86Lu@% zk7DW%fi7TuiT-_Ly*$UyBemoL67DZ$trJmXrs_+No;Wj?R0UW- z;+x+V>fT#Q_XloS$0yjsW0XEV=rib*$iC)A_C8R0`B~*RDf`y(T+eo1KW#b&KCqdW z$MzfO2gsw~it-Y=)3krcE&}LKQRyb=lvcVz^zkunz^!Kc2C4UKFprA*o(=f3Sx;Si zA36Tu3+NZr3pfaVv!1=^$a%HDp8Mr-#h(-Svq^rj>ih-x1M^g*`+XDj?Yijx6Zv%IlOB1GMK0)){99Tz?$<1;{nsap(Ot?j|Gr29~~S)jR5b16Qx!eb#B;2lI~A zGjQ?b?WEn%AV1#;Zz;WccAN6pyfV7?@eBj|3e;0;z8Ie8V7hWh&vX~m{YvN$fv%b3 z*M+91)Htzb!8Vd6J}`M}M`qUWk4T69kXwJ|z1*TJp{>5FJR&hs-7`JT-@Q7ikCQOZ z%=xJ+pEV5V@&AY0PuUewxO|A6dsmnDT0pnVdo4}0=NZ-!CrewmR-(`+_m%yHdC0up zlivD)y!wZK$Tx3)tZ?gf*&`p@)-9+2`b$ajQ2-1tzX5A+Vlm&$*EfIrFMFkr79{Q!P~ zaL{dp<2(Ea$9K5)aDBYFiBFrm2hn>t9$pYhP5t%$O1=fUfO6nR`{6gszf9mqe7Fd= z`!5j4#};rv+7tIl3&>A${b2ne9bBw0Gu%hrZ{^M5>j3eP9`hC7J^koEgq!~V!uv(< zW$nEE|M07Eo&B`1>k)E)iQn7*noDkz1o$dvXcesUP4IW{EjC_hJKp^w%RASU_r%Eo ztj6_#T17kXs~ew)-EsSHlGkH;(Baj~NsLSv$MqXGMmg}S8yywrjoCkc^m4)K8S1^s zC)x3sD_QrPBs=pSSso`R_dgn<@GEd6@HUGU+h+a=;fNIhes3$YzvFxp z^ipI$FO43Fc>J;Q6|&X4B>CLD+N#!?bhP+%8+giG-}>hrz?&38XBA8z*E1Mn;ML2mdU=k#|Q6g~hR0ln92U-9P|#ufA% z_!{yow|e@$vT+j$y#0lY`E!8tI_ z8!^73p2OEs--k>0>65%%>G%KoTiH5ownaGJFLI+VIZYy%-EsLo8uI(!(i;PQ1s(-G z6zya8PmC6GLS~jpBCF(F@5#ja-`=Z_>*vaJ3;2OpbEkbuH~x@wZ%82d^nuf(mRH`Z z?(uW0>U{=k-g9SVVSWOK=#6{2KlY`joUVHz_d5&6uR{J=EtQGRB9E798W{2SwVqxc9%IjB!No?vu@ z$9XjBccb%YD}1Df{1x*T<@xY?z}35}{82t!HIHVXiweS3DT zWjb*_(oHvAaq&;Oe=k|y2EHJfycc{OeAz_7l~cas@1nAcN5^oD}Cm?TV+YFBJYz>Pdz?w z7{HskT;37v?>PU3yiK&P^(JaIJHvmb`G@ffzvs0|Umq9!S+sFC46u#5oX>=Y6@o`< z6?z^k>`P3IqT&3$*u+SBjLXZ|dseVFv6#aNW`6?w74*f^FPpC%go8dH0Pj`V^`i<1 z{D_D3it$7Lz>j!v5sr0$?`C{2`jF(;p6TJg-y>Yu(`Dn2aO4LU^8%`FkqGw0{Qr=Ei^1w>H0*^q!QMI)c4_)krR^@?25Hu;f+XPi}NS zC9m=>LMtCg9QNg_>b_fFre-^>dxS$?1%ATDRor(=`=iF*hE=zcNIB43*fqItc3S)% z@j<6qG*e!+bxplx=U0+&nXbevrkK{%dQS!I0-s{hVnZMJHp`5j;Xh2K6Y|~PLjLP? zF;JE#=;*N!#qY5nbZcLF{9|W`x4aLA{r_lYO?L5L{fk^r$hCFpH}Hkfn_&7^s2BPX z{mPn?-*00d^7+E+-TSVhT~F-Ki&jt1d*21>oDuvQ^M=(k{khi`QnUMO^aB6Eeo?ny zipys_+XsH{YgWhr?iOBl&YpdLm+0Z&yhnD)@R!)LV0#ZUeP!u~yvnV8LC1Peqe0|s z)PQfcleIG5ul!+#mx_x^yp;Vj@N2G$w;V!Rmtf*-Fe((`|M}7#$clZ&G?{Gn{;rGOc zNH6puPxYd)(!LqaW9{~Qy(sb#c$b~8&fp4^?EP1ikNF8d;={FvdztSQer%;jJfvUE z=Pe7zcdS!{pOO0|gkxR7kMiKhIzW1S$Gk&)_z?~l;Ww?nc;)f8O_jPa|CP7&D<0P6>VlA^Dac0++gWHt+tO--EEqJTA@7{VT`w`HWwDl*$Re@E0fBmoW zYt{K$5WmkbCDMVX(LbV|>|TOl+&8)F!MW<*=+n&H_0pxf`Vf|UsW~UKJHr*8#(vIi z9P$sp@C{kKZsGEaJ3mxW1 z|Ay}$R&wYs_A>l4Ri_Vkq+zRMt;~=-6hXAv5pa6z_kotx?6^O=4bNzT6E_P!hv^Qv4s~9 zVJ|gi97Q>pw`TqY#5`}St?&`z!NvSReN6dh7a8A6<%{@g9B)>hH)p}(|GPiIlwoDZ zg1<9w%IT7`>8w@vH5tnA2kftIW7n&GIcDJx@CUd3ea@q^PG==_OP+Szdo6+fS!-@b z^--rh5A3XOb}4jsY)Lj{iJC z|Ni@ZGF>dczuC>He`YVQ9}TQG_^Uc)wvgfqUd%GvA@vcL+R@NCiZKn7wV7t zvT?}w?R7dUzV3y7W1l{v&NZvVi;EE2{1SW(bX%{UmK}D}?shwcKd#F!nSJ_lA0Ldn zu;w*o_o~8o>>fm4OP&XQ3*5%q_h~@gY%(Ly_uO|APY}ps#&LO2L4Sw+Rp4E7`gf+@ zxf#>*>K|7);xERY6I<)rx3tE=n@zW&)GT)s9wl77ey zhIERe;=O_Y;C#0tJ<929Gw7RLCJ*uW?0qea2lx}lLD=8Opeh{r4DsPde7Fb)UB`Fe zKZN5u{GhM+4mxIrTlf`zgd;xiXcK;JelSwKSBv+rfKQPgbOh;vClQYC@FN`G;bOg_ zKm0iWUt+!YYNm%h6er%ahZm4x{Ji?HaEkmfe^EZ>3H*o$7vVQ8KdbZfw3z>spIr~X ziuYSL>=>Fi>2*tfme1kH6Bd32y#`$ng zU+5`6)8$K^`+j}8jd8^~)Wd0>d{9@en4Jkcc9j=2ZGgl6h^;>#-$Xx=_oC6CMdkCr z2WIAh-+cvN#Q8G%Tg*&Vki-pV2n(~2U=ZV6;`T1zN zlQZPIfp;n@KjdGqPY?bM`X>5;{U`jpU|$6K;WyTI2OU6qPd~n+Jgj4U$2_#-0WXSh zxCr<313zKBkssm#pPZ8O0rflM;YWP9H_8v`5zo_q)A-}%um4m2R>2?KK5a4Wk3fEg zeim-@Od2?GgZv#L;7!O|f$vxYX~WL3BwgC2!uPqwv`Yp0133-&59XWb&^I?wvtu)q+zsa$ zy6pqM1fA7Q2fhdX0Q>JFFrzEG%IX`^YgnF;~nRBZu2bv(r;Ty zGigTz{ZLdpB3PFuz3uG4AGUfjyRQTPCHD=1UwvhN+1C5)tu*M)uUtDeY*KbaV$vB< z3e&JZ^4Q7jdhIPcZHXM0k>a1*LhlUnDO-Qi{*=bnsW*EF{e*b%BOKpBui*zh#kj(caJUGEA9N9Z&^x>b zx>ugR3Vl2Ez9#T*XNq*FAM%4A;c)HYJ~WTx&G)SLjRYQLelxw7BY%NERd@kGdu~)7 z!cjivFZ}3V_%Yu+^Sf#MTK(e}Z<+fXT>q?*VZdLk--Z2=2P3!4Z=Ie? zs>%g?FMsbK(7Mk7{%fPZK_h6&Z*{7sg>4~IXOh`<%F@M?4-%XgiF?ZN_d4(^aGsfc2m120vR_wy=`;bKxW@IZKhn30 zh4x|psn_u01iXA=$A^1XnO4`%R0Za zR_#B&VcV;9!}QAo-hmte^AYyI22P}7u#6zUGyj9XSkeVyK# z>&SU;0r>zg+xn&9Dr$B|hW}%-U%a_}hq}7YK=9RA&Gr@Ly{krr z-oM?=Cu+$FG*jAtUd90xd*1>2XiKCY_!4|Yc9Yc0wd_@Z4!|gSw%wRMCg87{`=d$*Ozw&%5>&D8SA*OfcYg{-)ZzcX+I8ldAG2`-%pcnrTe45 zU?)0P_Hb1T2@v18xdT-#si*D%xchlqln)?cR_{QQN*yno6 zJJD}q9GG5J3wduCc;ez+FZ_B}ZYRxgu*o+(P~r+r7wv2XVy#pA3uY39~k#>#r22P{fHEP4`-qNeGIfu;5TN^ z#1k*N?PvTNENo3uTK-z?qtq7_F6vsOdq&o{gH8i4;{4M#4jb3eygG-+KlRO8^?v%W z{_NMzX|E3Rg7r*Zg}S)}dJDjd|6A{{;od9oq78>}eCjv&!+LZDStN%vf!k$2uaAdQ zWV+WRp3$3Uo_Nu#koyt!3dK_&O8Hz*DWChEFR+m=`n!A|YciL=G5H+UIq0sewqd@% z&_{)XP9ofl@1w%uw}*St8~O1aBG26_~Axb*& zkQ<##uesB;~$ocV=C`-K2?3_XdAYb84W{KSMd_9}z8~4;@{q z(qoGjeyHBLUd7Cq-4=VhHXjB*HS=q(?4JQ|xYbkGiAmekch8pvxe9-EW#;6X<@r$H zEyTCgGrKPp`5XVg=(|~b7<5sOZ&>>9V!qV4OLH7N?G;>B_7WgZ#=J56v7GGBOT|8K z2H!X7q^{k3t6xB0J@F9Mhp6YumDGE9)u`-nzBk`4!uk_gYh5SwLgy+Q#qqZU3154DgFyJw4AKboEpX19HseeA|>2S_qyk z+#ZV1XYL+N5A*j(&qdI9j$he*4fFi6F%@`L`KwXzP1%h`G>`w{P-S0OoIf)^<`v$n zhhL;iXikwHcn#t3+rusVXog#U#6x<}X?%xk(l<+f=6OB~x@nJpfr$GkgL=|bX`cji z3-NHDBSnT|{c`W@3!S7qvA*gbgrh$2BR{wZhac^OAL|eOf%_Wp&k+@9OA#OI0O4l- zxDVp&PlO}AnrB$Z#kDWEcz)z9^&Uns?V*5Bu1utcHDrb zC64Lu#~+dD#5>VnIOU7rha%dJ^)&6b?-uTDpQY?0^kv6PN8i_#FIx6Aupad2tYKjP zBKE&C`#R){!2f1*n$SH`Uk&v)?`_u7<>#5`XLB7@bl_>=YgS%Dow^^~K%VKPS)PUC zu)cNsMNTty&I4SE{s8`G^-Rf#`-sp7e%`w_aU*%b>?kAXv*7b_NA=}zp5+05LEesV zkv+R#5qPM{+GmERse21g%lBG}+dklLoY!Jq@bVJ2rPH(*LchQE*HVRVpX2LcT9neK zg!~RTmM5#Ua0f{!^~=y9%@ftR>kKL1_r%j~)o#)l+c+6%$GB7Q9@tZYl|aYsGO z^`Lu?xwv|}*_p{=VAy1k{0`^QkY@r{ifEs|Km%)RoHaM%C_z1=`TluXQ|O)l-0!3A<9fz7@kb?kT;A993`cpM;V*F9*~ogo3-+8*56nl; z{1A@$gK&%!{D=n^;WsVMJMqroGPjC6kKgC;ahz}Z=$vn2J;LSvT=BVWrhB&^T3 z?4cawdYCU+_yc^+w$7uUr&A!D z??^pCK9~0jL0|6_`%!)S?P#}&-~E(44|D^3NmMJLH?1=CiHUvgI73j6NALA#7E$!i z$Ix%){MNOrmXnEkn&%4*l{^o81o*`4zEw1SY0aZY>b*^N$o{;@3Cyed_Yu*4^WMFm zLmv*|Ec>9&HD^-#D|!8?AGa!dY_s`(ki9okJpSzExKC;u2X>DjXVsKu*Jh-Vjk0}j za015cRTZzi0`(pk@CR^@nSB>Z6ArYi-FF$;Aj|t$p8x2Uw??LWES&vDMmo+nZS7<4 zgSKf@ml-sPTg>+9;>YYv%p;S|Rx3oF;8W=Nn3$JI5j2?V&!3EW69OqM_U)lSen8%0*eI7wKSh$&= z7ezSup_mUU+}a-_zL+O09O*E=2uDA{k9cqqe$)JH{^gNfZWVsU&!?I@_*ruueun)W z`d7H2vuO7&OMh7SwY8tVkKLww=LL(OVg0$$wZKyoQfbDv71fWYzp3S7S-`Jin7?&o5SXx=wLmR8_-1Lfs0#-M4Zk36>2A=Jy&O*4OV2km)%2 zJv=N}@iXu%xGY-Qr}NH`Ag>yYPKRwI*aww(zH3fIQ|J4V;4>_pcT&nnq!}kq%&rvZ zg=tsHSDQY84`Ll+--B`xE}HY!^Z(z;WwE~$_4lO?erDq@l&W{tu@5ckyXx2vmrqPWuRG2WwaD&yBYT?1G`ZqS*yA)VT-b!Fv6YD@y({jgg6$*X!dS%rleE)mQr6O~e2j9`7x5p}sXHPu#J3nX(Vtf$Qh( zi*(rcvh4>3GJ6y9e&Pz5??HJ#QLkSN19Wf|*Av+ir0n%Kmif8$OMZ!hK$6q&hfQyH zN+aE5c-v2BwEuMRaCJU~^Cr+47A@iFlJApnX;&8GUNpP17H%@vLv@FJFSqj2%Rc=6 zzeZ0>cO3j=e+ql*hXQF+>2D@o^c(YbZ&!H<-SbBKbI;HHNa+)B^OgmXb+q{d=!8j^ zbnT2}XJYxZ_!*zUchGZNI17Xy;fN0x^c;S~hadD; z&<&>Vh5M;^PXX5Zo1oinIKex#)OJE2 zs_Vb|)omn74)nMD9ig&+|9(9E@}&oSW=vOl{9zp5SJ2m68!pSclP|E&VG7>^KfCcm z@1Ey6k^Dt(?7MVoo6kKGNZRc{|t0fWdF;ee++M9{pj(T;+{vOX97=)bNQ{- z`|;SH0q=Xw_G!_Mx757a00#zA`_Y zmz!R{e~f+tXXy1y@%6|sA8@{=S6;e$kM<+3SQK4+{j(sBw;PP719=6QeV5*xzb%QB z__(e4e*K_Gb>3>XCwzf`AIjk{@V*uJ5Bd>)#DgE<_zpe-zi=6y2i=C>7S24jaOOAj zxAe_Se?=v42AxDc@SFAVqWI3Q=XPiIPv-Fr$h>hBbPM5Td>@)D!;#+HuhdrgfQ}&C zp5BYr<@=p?VK3PEUM|+Dnch<#UO+C%cZm`18UIH8jd~y)e#}Ss)jXRazZ6&h?EJm& z1>H(`x|s5E;3M>}aFb@z)$%?2nvxM#_ju19d;oNjrOU4U?tYR!z-V;krL81FW>}l+ zh1ay?<=|(w^3F}8*}r`Ba>42u>YdsI{+@lZ?zypH+$}S_gVT++PJ4d#{X$XJd(YI>>$l$T#yxb%KhPg=dB4Q^rV;u}T>CP~ISL2-Psw-D-{yLB-sgb) zUUc7C*heV-{R7}8tYbYsV(IgNK7yYDkAXk&{(OCPU((-uP_qda-dE?_-*EnOVm!q@ z0QyKaJod^CTIr`6vA&m&sq@~(P1rA_mwL}0`%BDkb6Pc{D;D)nY`E!=dOz3Y#U{*_ zI~{o1ZQQ%Rx@HFn{DAc4SJdOJ!wt3cP zEv@}frDGNTldkj?S93d+t@QUNz@cV6D^c8U0bX^RXZb6pZz6v0cV9g&ajm)!{R4l0 z{FUS21^qZL1u4Qzcy!VBE!M!iNezDfAIX`vv4ATA4J`*pMa>&cEjzvA$J97yi z4+;6MXA;3VLdcXAub--^FE?3YE@a~zKZhOXqK&1$iF9rJA$tgYPufQWecW`D_7Oeh z<@WN1QL`HV)ccUS>%p=Q0J>XTdAYDBGc`)dYsGtUvAF+Sou+cS!2I9~;M21E4cym2 zIQS~U!M_lW@9-lW-{G40u^NRR@$LSK=D9>8N`?JtX5SC?2az6r%vaE3Ge6iPwD7P! z|I38K_h-NArrHlWiFlw#*RS6Nf^fu#i}DdZfLEC9pFlSd4}Nh0g@t3i+S}tr5g)ES zyns9--~UB8))V>z{RKbb!9_Uy*Kcn{deidq)r$}HyjAc$*Y9lL(1&TDqYndpHaC9Z z?MmN5TFLv`xL@+5$9-)#JrN9*xL=a=V^aT)K6}YT`Smq!7p8xd(uV;b0e%zFnEe{x z#}gh)yO=^EWxCHf9nR9H-;jIrRn+~r5M{px?XvTW?$mhy;rS^?*W;bU0;~oO+W9jm3-~g;s z-E_c@n>j(bdyul%jryV9X8k(TdnR9*S#indN}ha%vRZ~gV>**?rW?9UJ`n#1Mg(!LAu z+DvKR1^WT)&oIAPy8LQWPyB24OThP#m)q!zQHmOe|9s=j{v@(Yj^Dfd!p;JhLmvj~ z!i?6Hrq4S5R@9U4sCzK{xk8_zy7SsP2P*2i#e6XDqw3pJeO9*bZGJDf`?x~%fg2R6 zPa)BpZDQl8q(3AlZ5s5P9vtQc-PWb#(D;S5WP0Gc97mIeU){_qE${n2h zT`m63^j*Q0hY#kCV3WiB?4upLvd-u7002ei#SrZ-9T?>M72(6LL3aRyk_vt&Zf1 zor%u-H*V>Il0F_vHc#JlvD))T)IG21F{9Z{uddqd1Fjj&@4p=GteLL(_%lV$vq!le z%l>f=`Kt^zofWZE{E=6!7us#o|Ns7dT+jtm{^45)o~TtQo_Ipwfk=~|4vC_@M24*0 zLO-)MH5CvcZ>mT^m(UMpd#(Gm@FN_q$v-Pn_%ZLy_cS_FVefYV?hiGkL-_qe=EwR& zI`H?QGTbb$fFM8k5g)ES+>0*c2f95`o)^XZLVWmd)E>+aGrTE9I?wVkJ_x^QdCap9 z9V>UM@cU9s9#h%D?K&$&bHFeNq41betUEb6l=+E!@;=X5X+*;fiQaZlJ=YWfa|j zzJeAXWr@K@&2^7Ts4`q|gA$Tm@7!x+wP>0ausfBzNZ1G`1w z_u!{+S@v}3r(b3nmpg>qdw!{Uzdn)gcUML^_&wSos`dUxC2xYZ7 zOg7&yG5&yYL_G8t!r@1L@FPB4gu}1;;b!+ko!(mC_Ew>fT)(@R?@QWnG&=dpEDC!_ zc%SEP4|_2{20H5H2Kh(m=yts$OM_!E^*N8+z%l=i35Vd3B$fQa@%5@s;TgSGjNb7t`)h@@mi@ z@BtBR#tSq>>Lq|)F|EeO@0i%cK_9Wt66xA*P;>|R6_xIQUSXa5x9JY(CUBKrdF)c3 z>`%ylK)3DkW*KQu0u_H{SLlU!=6O{|P5fSb{)YL-)$b}i;HUIau)lGe*Fnd6PowuV zIrr*YnHt z<<*!kz`@wBK^}~7(f=PTq1oe>^vLVIR>@bNZ=UtwFHM>Lr-)z}kU!h#MS>swx9HnI zzI}c9aTl7_s@n?Jq~%KA`YhMCemlZpUsN{NbgrdPdcxF$zv&ri?9`s6UqdhmhzwaOUN5rjyUrRImTFm!? zz>l!cXZ@UT)jNQcsy6(C+YaTDx{|_4 z7ejn}u!AJNPplkQgb01q#+4BT`0Ut4&<4d2A=MJdy-XO{c7x2$EECf0*~6p{qTA^%EJy5H>c{e1COjmj@ zm}flbT1VBOvrZx#MtkXWxN<7tBA|K~YC z*%?9kcJJi+W+wh(_9o17Dw_A*7~PfKWPmOr9DanuML5>I>942qxxU}Jp9VUE^vDe)&hLTLxB3n9 z3*lz_{~o{HG#)zn)QQMj1rPlL?`?x0i1A|f8t9oCfsgOaC1oUIc!$%E01FQxz8ilF z42zsY&o!#&-C}T-vQyrZsYSg0tEGPmxs4nB2>P|-P-3hLDr0OR2mWvr6tp&Yk*ig&YPr9C$A zqmmrAUB@1qji1ulH!aUYepn}v4?$iDyu_N5&}{TFlJ`cyq3>Gcs&~5ox89l4rQ^U0 zVqZA3uS359<1dEm{5o2jEPd&RXZI`noBUXPSa)4qYMq~n{Mfx=y?T1yGrFMcc0ixh zR?iaa=;o36t9yQNK;iB(Y#BY`*G{uMi@#yq_3CNeug80Gn6Hq}$!Tvo@iS=k+v=2i z^z#qY``7I0?IVF}_2q|{hYff|*}HSVPr!R_^D}VtFE5ZI-+cUalLar61+pR|pJ4{z zj_TtR`+D$lycgs~mwY!rmq_ztO80IvdJ9RG<)u_w+F;W&;~erl+xU%KM~8d7FL0HS zmt{}s>ML902mY!ze%3of;P;;Q%iP+RKY!>VN<%-G;oWdPNtEq-l*=8%!wbJ(HiEt1 zGq~2g9z%Akck3VE`b;sp?|WPAE9(4&+`p*ypeM-owc%pN6(NP_rxgC)_Axe1C!QKl zH_P`8#r-GWNXpS3e=q4JK447$6?kMP_pfs)`5E|ytd1e>AHC8~g`52W{T1i?E$A;Z ze`h%IML6gpz6+PpEri2w3uhjLqdd?9_&wtz9QGN2&#OH5^TwBtF z^3PA6@o*}6R1P#3yRC=}bKphWzSwB?kKr(^D?NJdyoU?=jsCFpr_q<`eHug8eKw0c zEZZmS43`Yk#tokLvCx0u)4J6%pZ zh5Z5g1AbOd@7t&6Wxamwt7S)zpHk;t(fpm6AG;Ke7eC!d`%3!`Xm?TVJ3#IPx~4bo zo_1rMcoFS1hq)E~lV_Zpquv$m{rwX5PhU<8`HNXkefc2fA?QEwBJdmVmZ)dwe7Yg; zKG$bct@jIp*t6#^v>Wd@|HZmz>9V7|zar)OmmW7V=vAe+Tej!;w2$7_e=i;NDC+vd zycc|j-SfctFK`IvFRN#({Hs%F&e{)N{_?I(O3%9?7ngsekB3oD@F~yxN|;ZgKbf94 zecM$v?z=RlFVKq}r_bNvwBPI2pZO_Ua>;{I{)znlr`{pJJcGOk_6uPD0PBpmFCinH z(w5&<9+8-+>@A$!%^1W<{qv5cqN5DsBYwa(!{x9?;5L5r(kshpro6`mx>vM&T-oY9 z58SWOTklRe?TzJ;g`fWleQ2hCS4HaIE#w!jYKK#tFN*V5W?#}=2auOpcvE(l2mbS- z_%7_>eiy3nqvw4t*ssDm16@aYxCqC2t?6$o&pUDd3;34dL60BOgI;m*;Ct*HQ20Hf z8=y~kKjLvNuVn9ai1OLGMt(>KKh{0IoB8|DXKni0mV6WVbcrn-_sejeYxO7c#d^TH zFOcWc2*>b@pJujP^o zl5lV5`b@_x{cg}*&~-5`_oPzesVx83AGY3~*v<94Hd^@Aoep9wjai8_;o^dh56)jg z#>$V8?0Ll>hwAGu0{1rI6Xl^WrN0Qg4Eijx4_ZM-$@5=?*AwTz4Ylzk_zTtr=q+#q zTvlGvL$3A8emc^b@<(s&^3c!bI`DFw|Dt?Wp7;D+iBz=H$WV4`%yqB-&N9jaz0jlg zmizUG|G^I%**r5VY}Da)`geA6;8&atlaf?@vI#%svh+sjJ7+TUy__Tj@Qv;_E0gvM_mP3Qb!@ z0?)RK-rZrdvTwSRT^|{}L;sut^Amgl_!at#2p7$5_ACwh<7(&E9$81`$@ag^;AHbe zmy&lvo`~@k(M~K;=jotZI8O(D#rdzjKbuptn48zP!#dKNFV?==OegIGxh1|P|CZg5 zZMxPx1AXztub59Fe)u+O^m*TSeA8SqM`jek-<8{?FRz|0)6M31g4qXktD^Yx`t_`> z?zLjvePuq4rRzpta*j-%MD|F#Sm0NgZ?NB!`ulj`WiDQAHL3+|BFkwiUE6-ucNp#d zFQF67W&K)6*XATmrl$W}fA9_9LA`OX=sdpCyOO zubYii?_CIcUTlA0u7k@2xB&eC{Y`{}E+ZW40O9Z>94^A`{tME6x+QNm+v}_BN5GHt zX8zWG0QEsQ{3r)5!r=$K$NTR>UsLIm`cmkZqP&LU{;A8MkBRc?*}^TnZ!fPJh2N}? zXZtPt!H8#;&-7E}`p0+p5svSu5B59wj&+G}^auQi2iF$P_DA^cSsvym!f$%N@pIq4 z6K<9L#!bk}ao%dfSEJX{U%gFzQ`qYdn)}3&|w=tF)C5Bm<)g5F4*`pdHnoZuRKrr^<{BV&#b6x37trq|hTB$PQ3MUv$G zGvKz5*>hVnDi3n(H*DjOeHZnWdM-G}$Gd}i{bCr9A0Og;s(wGme#16D)1RgP7JU`S z2T*_P=UBIAbPCSP8t9=9P*l4p#hss^113GMSlE8Uul(h8WMIcW1G_x=5lNTxC6nth z?$*D5hH=OEVZQ-+IoctzU$KaKFR2$0^TTHK{#-w<_w|D=&UNA|>^HE#!FpolrDVi? zL{fS`fA0Ao*O8U7eWRGV*z~uZ_oZy}+UWDIdG`VP4PRM*&{5`%z1n^UN$CH>+P>SL zQ}_86u;&90%o?ZO!@&O3tzQBUHaSb0B|SNBV3QmI`gwUKQ*>#ei~rLzG2hL3)>e}) zdCI-@>F#{leo^0qutM}X3YV7)I?METaeqh9Nk11A?2*Zng*^MW5QUGy$7J!Q{zi=+ zDja+V;ov9mgHON@7kEqH(eL_G;5CGUZpZKpSUBXxp6}0L-65S>KJGU`o^Hvj5zj0i z;W!U);!%72iu5Wc?9&F&J)BP5H;!Jvd>^`7hNC{n2l#WBN4UK{e_vnNFGGK09-INul*e} zNOsWm(urG(|~c%ET_EOE?+7|&CxvQKTZzogIodY zO@01?dYJR3sU}@Bj38N_xS%*c+<{-wKP;MfpKFDrzrbl%1pU>wn-9JUJt*`$a3tt6 zE01o-J(V>=;t`}P?!60hUFpkPf!{y}z=u#j)JJq*vqiMrM?XxRvGE;ce87We$#%Yk2k$3**>T{v2& zb;-q7wyFC|!?@nY{Nk2ZK!E43yMG+Mj;8he%C%#|CWQ~i@%{{pbljK1{9*Ns-9A5? zWO&%kH}5a$>OXtpG<`mg^#FMd@Fn&o?)BvOCusVBlW#R&q3$omR(v(6Vwni_o*VEX zN*0Q zgxwsy@`{hQlFf!1Nm34VV|irZ_oamVv0W7H#sSXeNDq5%^(g4GEY1Mkg&*`3e$WxK z|LReE2OYGBTlb;R-v~!K)1FXInk(fapc@E>Jn{<}Zl?EA+{;-ND;B4ckQJXB2m0nlUcIo8j4 z?N-0g|?7_|$+2ywUZ!A0ndSpwNHjSn( zCp$9_?kA&Vz;FCr+zU?oaG<*)+Kd&{jDFm|r%V^k_aVQJ(#AuebLM>0wHIO-J!E+s z#X=mV>>q)DyV3u^yFS@LD&>6j&fG&MNHdu(hUsU)=ej;=|mm>+&y(d+$jfXJEZ> z_Vz^eRt`LbdYk>&lC~O~HRxLIeu94I*JiGz>FO^RzdwOj`LyQuO@N1>Z);n(?KaSc zz9&+<4*8gDGAnL8F`#LQ+*11Z8SBhE2kfTs5av7PugHGGIy&m&nbL_3k1Bk*i>X-b8o`-qJ$`kM5r7ZQXTY2w#bw8^r z*L(gT+#%1i%}?6*Un8$7xC@JDa`N{q?k~6W>}%X3KE;Qj0Y;7KA(W2QUvs zH1=+oG1k1dHcO@(E$^-A(X;H#=`!6~j-$$lQ}B!C@;m63@G|>cNpio8`CiohGWNBg z*Lw9VE}d}df7}?a7p_0Bf-Cs4_rHSqMcIjwO#g|kFs3({$MsW#{i#2n$V{Kulux#$ zzy-1!C4RT$ci`g)zrs5r7w{eF)F= zNC&=v{6K%Y@2#=BR@Are?8F!uOeht>W5!5nuoJNUr8*l!>o)~bXjzd25#4|Z;} z=jG$-USRO~ICiAiUUMAMGtpnBJf)>(I!mw9l>d}c@>iVCBVSg}ps?HlB>$yzVfQ8O zB@6j@u-{s42Q$-E*!#aJN84;BH>+2T`41eZH_trp1zPX_0{^@1hrRdx{vydf)84Pg z*||!ecQJp@;|Zq!XExWs{sH63KIc>}b1Dn+Uf`Xg+N%P70)5wOpEZ8qZ+hv{{S#$- zZsXe`_Rjr{@lN6IPaNkAcUClo{m2iv|3n1!m-{U-f85@)GT)29{r$@X^hQ=kIlw2N z4+t>($4i|z!;f&dSg)c#rrkjY@cNt{C-Fo}sV`ZIV!a?8T&xE(|E6??l;dLlp?>fq z9bANCJa>AW*J8X7j&yJl4!;_wo0Tt)oYjBOt-|kbLSGQ_6gT=N>{I41+WhWUpX8GA zazVQKv!9>E??JyYF2WtXh{i^YjBe8LHFe(lC&#ZpTJ|ZyCx91Nx}2YuB~sVC+VhNN z=>+_KG{>ExPJ2wYa@jkgX~&Ot4(s_G36~W)z%ML*u7A&Sq)aE?pZg_Dowq{X=hiRY zJkJ}tcTo=n~$e2)-E!C0xs91Z`M8# z>sT+HWp7#79btMZ;L~pOUiKVwTFs}zlTf`E=swo1UU^nMv47A_XWt)Jq`)JKWhqHZ<&x40_&bNG4`GMS;TkDZyn2z z+)EbAHb2RaO$+qzCt=*pdip5&BIIvw{bK63oxgVW`DZqh6j|O+?3vAD4?FKCVg86{ zTwcU~3~!@fU>^bU$m_~8ORT3~-*4LCLc4`r@_)b%7wDFa@4GFg>)-qFJl`!)=NZr& zwymRW?0)_9&g*l|TJpD%kFtaBiTd|RpAj8v82vdOX&>geUypW(XbJvw_|gYYEUR`> z$@hO`*IuvoX{Jd(t$o4ooF84(y@%@AFJ6VK+YIymyT1wtUqF2L5g#tXLD%seF6bfrpvQK9MGF7*<6GfK z|Dvdnzxh5I!=Iop2!|i}!nKDtrS|vAd{jL^2gb+wF2=ly!%Pw)|u zZrKW2Y3u5(Pj)y!qUAsZ^Lv-&t@|#(gK$~2{8C*ylI$_H9=*T+90GaHD6R*zb*w{P zWv^!+n)kq^&ea;M{(tOU2Y6M*w%!mBDPk~GX`vSZLq`bA(2JCa2&f35r%(a{0-_#z zhtR7KdWT3?qa2kcMM6;#BLq-UP%jb-is+m6&p!KXk~>M>(|h?|K0k*!Gqb0!_0O6$ zYZ34*i`)0S+TM_^Sr+b{p5hyNxM?{zzxH7f;-B~C6Y&YP)wt9W2fi*^UWI-k6xlot zY1Urn$3~6)f}ovQ$D~AE8P#0BuLn*6pJe4?e|h6L>GW8;Z(9~RNFaZSf#r?r6y1D@j>*60~C^*Ke3v*LXa^|GAn%#^2@K(E9NB9^{o`T#js{i?<~l zzwqsO0=z8!Efq0tC)TZ`E2j3`?RUtMuA1s!CMSR&<9#6TEASoKBl>q?4(+_%&Dzpr5_ih|M&<{ci)h9ob42sPxady|m-De<0ikW4(!N48I2N zTYh3+n+@8p&@Wt^x-L@NR|nm}IuzxYz9-FAVc*Nc7i;fKP!(%;=eAO;h99Qpv@Dck$lE=N!Rk`3`ba`8h`aq@QC`JZYZ;fd@?6 ziT+9amfws{cnZ1R^QSJ~OdG#G$N39;4}ONrS87Dd_btpnC>NV@|77C6advNY|9XRT zRQw3|4g5(Bw+@gFeu9J<;{Lb+mHLL&DB{4cpwB3eILaeLI_RW~!+w>GAD#K_`$y0_ z)Zdx=Z>|tY1%G7nROk22-^*a%qh7q1@6XQzdEg%?h(-motrDzx}jz-TMi@X7IfW@D1>a7*CGz9GM3h^+ls2m}{e`kgUNTfo;Llu7v#G7$3BKclo8n4-I*EE}?09x?&E48> z@D%Rfe0+b6Uy&d6iqF#~)LZA-si!N=({}WOxLwru`|0=E;17;+)`L_wZ+~c4)lOkw zZBs8Zy2i=?k3jFil#X^#^$Gfvy{E>nkncF#*_1{oJEizt+9{|*LxTAUksn8HWgub5$*R`>baQ9v(e7<_78j) zbPeY};8CnM*1q^ty*o)eA)bdCq8$9er*}L-=S|D`^J~2C27Yzm<&Lp5WPPVrXQv+~ z>%_oX)=T`{na^C`66+Us34yPH&wX&r&9TK-lEBr{-snuLI4$(t}pwNu;+ZSAe`E99>}{S!DXT-j57OqI(n`e&|} zjrEznePmgcRedA*hN#~r4S8YO?_J9CihcYs*5~JK_8xG8c%bnZZKUGTK4%HqK*h12 zKu=Y3EYL~BLH`h!_BV;vpF_X#J>)|i>G&OV1960)3y7mU;@HQCV}Bwp^V{}rfJcD$ zU{4e49_3{Fg6K3c4^b5B)R~?_kdEK6zRS z^v}RY9rV$&h*~AfH$J`7_Ln&1_q82`RQt)EKUCj2+~-SL+@y6xA1?uubxegS{4 zF=FYH5ucFKYFt`!`!yw+8;>XWu-w0849j^FAP4wFoNuYdL%{1;H>_DVa|CQ4x0by6 z=;&hS^m~agCN;jjaFFXh8ta>Pr_}Ka2f}}-R^{OZZ)p2G0bEbNd@I9t+VbB=c?aKU z;nF`-!zP1H(<$u9VBMxyA06`pdT5G=u%AKyfrsvaPvWm0*hsv`e}DVpdsE01)q$hj ze$>nem;Ra0eu(*M@_72{+f~1Led<{)S1riIRw+^Da@EZC5B$k=TqdgibyN3Nsmo{5 z);}Xc9^api;r6K?7)Up9hIhTE)VE*Nm`>vYhyCIDz7TQnSI`@*7tAlx5l1>gq&wq~ zuau$KKeBuoihKx>UR$)kC4HMeqgoL`MSI$`)OZBz8|Ba*tS7{gj?h2-ONaacJ~qw?pwnWU3#_AU2d|H)_1h&S0A&F>*!aNMg{C0u^mq~GX5E`E=BVfBT7L#I$# zuWh$j_AldlWTx|g@s#u|oA!@<4?I)2O^-NbU-h4V_iNg}x^iGG@lNdbXZ8Emvg&uI z-e`4tJ4>@Vu>pIuyrm;ol)DhE?R`L=;UiB<-dVm5nUeLnw%==|+87rvJXaB`FUL5^jMwi_B7OCU= zN@?2TeuFc5<{xsgkpD%~OZ>scpPdyx&P^{m;&%ve2*w>a0qX&Aq$5PSGj7Y@WV(O+ z4vFFdIcC@6I>*rle)Cc(`;;0XyGd+MF;dYn5!ToN4mggcr=nC3{`9K`` z5F#CM>|6i#pgi&;j&k?TZ;vnXp?s$Af61KCu>0lw!{wbpuJccj$@vF-%?BqY&ROvq zJs7@qLc%Zhd)v1d+n@H9ef|O6bl_4?9qJhv^3lrvV@ZUXu%`T>Nr?G-nAWP?bbgKr z?B$Yo;=CfV6iiFSkMVHeq2LuXR@s-v z?=7;vJF51O(#G{U`Qi;?#NSvu(Qnbr{lWVF7xFyJhZvXZtEiRdRITBiHfx-i_d#|b zX*R&6zleT_a$hc^=LUrr-1_@jg8B~6f;=UN?AB>y$e8DZ+Z!6ACQa>}N;XGti&&xdzspEy9H1Wa-u8_svpHATR z7UH657p{+00RE+K5bSR?oK_*u0P?j}{Q3sLendLfy`=v(e?}bX$Pay{WeTrgJt9Bi z$d3@|;7?n*ot4OFigc_Oq(fgH>6l-n`+pDl5F$O({H)>e_X^!F{EYj%E92s4WlZ>) zgCAj#xKvW#qiw`d#Sf2bm+!!2VjE2Y%s{ z2Q{I=srb7C9RuBUl+$`i2ScA!Z6CyO?IrX3JG3AEEKTWCQ&ryqzHgIW(C!%FHhZ?b3EGPH=tT51MOzCeTU8`PWlJ(>3%zy?W;uKe@mDul3GtzYfCx==dgD zp6BQn)>+rFRQ%INFA4etrt^?de1P%9eF4@L_!-tWYhUo5m(P*Fm9%>E)u+ie)%M4Q zf5bt?`~~Ym+7YOkmOL+b-k+;U$n90LU$}Kh>*N0->@b=8XTZ9KUslLd;hzEfkab7c z$Dq4PoWD?btM<>(e-Sf~5fi2F?;u~pc#C0}v|P(eu+AVC@YiSZ8PDX;sw9!Pd%mYI z=hxu#;2UP^#m%oXS`P0?aqsLip0Qt*?L^`#*KU8l*D7sK<>1)%MZftjk^(>DeT~n! zgf#5=DcSh(-Jx$?`$)e>>B^1~EwY;1$HV-{aY@ndlpvqOy5RGdD=vXN*wbm>aCo}x z8^$M~{ji&1HlF_PG*k3>Bv>pg%W}|9_AbKn>c?0Anqu2G>BRkspD?$_H(7o6GY&wC z^{1s&9P&!gU-@%w`lYgi4V?K;$yHOwlV#Gxld!+sK*>+$hn z5Bn~lgGdM7y`}swgN~qm&N%F+1yGbn=-)oXftL&O2N$Dl`B5YOZiU(N#Qwy05QjZE z{EmHvbo`EZ4A&o6-=E@ltZ$?{VRN?7I z6oJm?ho^DA1^pKDxqKl#A9{80f!KXo&%Y+Knwf2@ZJz~n(ue;9?pzT?!hRaq`^m#` zTF?JuF6TLA+hYUWcGQ<^Aq@^MFtbd>Ii!zTPzCt=fT5AD`*DFs?_tR~>Yotase1N&RL@HFVR`24t) z8c*Z*jLHeH&&~LqZSP9%OLKe0(6`rZ(HFlBs;pvapU|XB2oJc-2uK^LL#5Z1%>DXDlKsMFTAB z=U;LZsl3I0-->@qAsiGlWk>chmaP zV_!Gz_W`H4oWRE)MmgRA_Fh2ZnX(k`2jn`*O&f9nT?5Gf?vQ8w&E6FFE*|&z=0`v`X8kX&5 zv17-S{zBGg8iY|UuW_0^*zXPhD6f5MMOY*T$-hVgKmkC|L@fAVh~j=b=ew%g(1 z`aJWAu{;d;v9q9Sw!J#wSs(nIT=S82WVwTS>@cZ9o-vHwY`i%91 z^AGs6Xy*y`9%x9Bq7w&A*8U;t4Dbe0cL zcqqS;j|5QULx}Yz>q{Z}K>ZRo$;7bmA^9Qqs8`2_s>t!Emzc&2&@~$g&T<-xL zeAKE;W%InD_^#ZSrv8{SPNy)=kn^Hl;Gd5Eg-)XvmAxj6cY5vN;(K!cW;31#%roc* z^mlNd=vZe~1$s;A3j-ge*S{*-33`Ebg?i8)F>jsLtNGg>3j8SPSyAKup}zEv3+4gx zTi^rS?_nNUI|Jv>|BS>XG(Pff^F%Elc(@I_K>2l$w(kZ0jsA-Mv3r-;8%1-))m*Rb zSY_qq{$*+hz_MnG4_Ow@WxxlJFQ{Z0+@4D7bQnFPaqWu)^T({3u$P&YT>RcqE`A&> zJEq5iD(g=Y%){>0%mCfRQt6%t%)6;v0rLR9YF5shfO*HdhP(vw7SIFM&-htaS4te~ z`7spqRrH_nYqR=RjE5QV)6)Q@$BILaYJx_^H}I$JNu=U*Q4i}Xz6A(^>L^b)hiJn2dwE&l-i0^Mbw_pbXmhR|ihx=ns^ zCF!Q>V_HjPvK;B7@euN(Jj*8TgFL6Im0VF|66vDK3BBgT-p2H*fhzYqCvcaZOY1&J z*!hp?Hhtq8zsBkFp0LY0zO|Nr0N(&Vu+PVwf93LlCbx!GePBi+$*StBC;ZYCG;Sy8 zxTFK-`pGDVeQrv}!5@n7g3NvZ`U5-!ek8h6b}jAZ&DLW}y-ze>EGqPt%FrM109%pc@yz(bfPF`hHV)AB)u;`fg^ul2oaKXUWr zmZ^`Vd%b}E0uSMS2jeT3V<{@bfByX`@EY(X&JVnO>uZjq(`Nki)xO`)X!+y3DeNzQ zjPbZYZX)e8Hg~<3^ue>Sx8@xp;Xf9c)#H;m?H{0MKKA#a`@N)3JH3yspG|A1cidRl z%zAUc>vakkw-a;%{MBsVy5)LiK zzqF5*_lWg44DsAl=+m$`@Qlz$-(%Yg1zlFnvxI%B0`TXE`zPoFx%JOM_fQ`63~}h^ z$bET-fc_vIA<~_3cYXfp*nhHoZkIleGk&=jnsbyxodiBpzi46!J0H0X3yd%~d;votLM2riIUF z@5MDqoT2`^51mh5IQuMFq3(S^chjr?j`0G$G3%e3USs@#w-B;nNWOIZ$^khX`$K{E zq2Fj$U&hbpzzx!VP-8(B${squ) zAO0TRYUvyrc4y)}f_qa!d`3uCYPeqrc4G0eQ{u`>@XBz73$jhp?Z4_OR|; zIr9AnBrbcC({tWkM1Yq{Fm=b0!_4b*(h0XeCCC-U@G<=-Pq|6G#y>Dc`-iX3mf6?s z%@ZiS^4{qfEq)mTqA71$TX7)?v`pU2Em15r`9s3!4Ky}L+ z%msMYn(6yP&|l<79QhF<9rP2w%l!6zBIq5`5n}%#j`kvs?>pl+2=FFXm#^5Zyz;ME zNVVU_d-y)~E53se`w{-WpHcSbv2TzM{qLyKWjug7(*r2hhkySOM>@(Oj&%HV-sQvR#JM@H@TD!I=r%G>)mOO>LsT!g^}9h2 zMYc{$Qhn!TMz?Hz7_4)QANZILp7Qqi^}NPY7;o%b)B4bU?AMHz!}wwR(Oxz#afK?Z zC*j{j=f6;LwdQlv*fX!)pGCO*Z~E}ZR#_R98#{+-I{fX&#dQ|^L@`pRLpMEb1eCmT!;@TCv zNb0EjX{>+d-Dg4Z^1+7l9-n}A;++)E8<5XoJ&9)hu|n@#{4U>TT88yy^jzX^&+3ML zrvdz?hD`=Xr_p1-OWY1R0Nf6FH}D_&Aqr-lLx**WYF6Up5rTE}1v5L_H;1_&d92&? z?jz7w@O!+kyw`is{j-LU|CD=%)ZY`PjTeQ!dcFa47uVAbh@#+Am`CVi?@;N$Q~Q*C zSkQgYal}y`A<~_3H~xaW?9x5$!)8lWo(H;z`b#sj|D*H6KTitzfZKbj2Y;6-1oQyw z1MNbHbi_dikYDzvC`CHp7?1-XovPuhf9#qZ=O@~^REh??L}*z53jhZx%Z zV`aisIq|-P>05x`gRg+^vTU(^veYDn!(tP@iijt;kKXZRp(kJc@riWv53FNTz6v=M z&QTaY;4jc^(H&-YK78e!OS%8tuiq7oE}OipOMtmQ7Vs6&70`Fw&tZH-eWkb1xGxSq z5t3&oS+2(O442o&y6r_d=8x&8d8$?E^kM6DS`Jf|KkqMLE{8$CvERWjF+aH163wc~ z?)`Uk-(9#&oc80=m^};o@YiT!j7f`h7>(YnAxQT4uRaAtYU$p(`^o@%>o>*t5 z?L_}%xwQOmr>*~fhU=d*dst&Ru4eYIu5*D)=Ljv20sT_LVm+(Q@H_Cz z0zZ3KNSFF$!P`xF~sPbc6kRRjg|Ghr^K5%_YihS4)$dC3Rj(iA_jyTpE;#fzB zV}1C4&%eExAC${9zdwH^{JxP7J;?OE%DL_n%bDCKf?qi3KJyP)tJZ?=W`AkhhiuR3 z@JhG7mxF%y*h(uZ|GItEM1>3ar0ov}^c(w5WP4x{jVnIx>oz;qklw0XJcqeI*!&*! z7yOiE3;z9w?IbzrqXP4S=4<^j;V*PwUzfg@qkjyS(BezqtF(Ip>7nXt%oW5dn$yKj zs+^!Rr+T^W6CL$=o6xS!viI*CzL%gMLJ#h64VS)`V_cY?{(qO>VXyY%Ea_2*OW(_} zUN)|#1qVxel;8*d6d%QWf!`x8rrArWobJ;4K2g#+^Y@XMSJ21w@+Xvo{0jWuf%EQe zknKzk^lN8sLmXuDQPh{-c7nb`o&Rye1-{JISy*ZA>`ouj-8uy7I#b;L{i5ri;mNeAH&8_*p z?$_q_4X|Fo_aIM#yaqU$jVJAJ{_+9(d$nHet}oEIc_P=BT^daxzk<96^oNzJ_}JlO z@}ELqN{WSHS!Gq|*nhMg!}mY*+thH9wokUJ+CFl$D|=_C@|RJe&$z_&Xn*lQoO)M@ z`KqAaRhCluORLbaUM{TuFQdDb1$pXq@!q?M;eL-#cvbbkpW@T0%iGGOc|Y4t*?TC$ z8F1wRQoq~Nm%?6xSkEjj=}K-Ys@3s3gcpD2A*3sP1jbiIKK4KOUj$tOKJYy_EHbO8->tqouwbqid*Fgr0IVfzvIP z4myN%IUYguEtL+s;Y<&pg6^^M=^a1hPgM8si1TN|{M|6(=pW*!A0g5a$9hFvufuWb zmyGHQ&V2Q+ocD`7kK41zAinpZhZthZiWpBn3Vpl(LgxQFNHLmU$5lN)uE5I_d=C88 zN4_TX1(SuH!F8ms`dS>H|2J*_-{A93`rU-a#f&aCeD++8wY6o^MdO!R>u}2ynF&g2iG_EVSrcc1f8$gWfGlUqtZ5%c=W8(ctY>bKIefZt{RiW%~mqy&@$y@UMj zp65^6n8yA!F8+~_Q)IiE_sRp_D>z`tK>eNr@%} z<=xlNCC`I=mKBQ~IdLLQ?%kbd4X@BU*a==q1PUnL;u_D^8(+O76WM8(_zuXcD=$#Os=Qz{%hL?vQVWz z$#njSbu-ldpPVPxgUaP8Pz_VUwrm$@<$V&A~M+< zI$Pxveu3UI=YQxo@RR90%u@ANP9O?L7+Jh@b=Wu!a$GE=_(BmcZBaZv^0E+SmQNMp&mJibYZ4sCG z-S_z@kM<%i^W%My`TaY}V_hTe-(I~A$Eh3{#rH2R{kr-6g73NgntU$#eLfTUJ?M;s ze)rx$>nQs*fr@a{^Rr(AdWrIEHo}$-i6Wts9?JQ}Cnrf)H9cPT9H?9c(|6E`2~AYF z>ioc+(!+IM4>~5Yv3u}A3DTc7fd6nraw3>{+lmN`Pxp- z;Fy2LrRqL+J&(_Yzx7%a`%P76VLwRvUQ5Ymf+*4vV*TIc6Md>9eT8p_n-LW26!{=; z8mH2o-!J=bzK`@2GD6%h+xlu4Px-yn^vP^_n;yr^@{b)^Mn87H@Q-Yae`L@?p`8U)xv-HBjy0;XZ!va`LR#MItdP=)}?GQfuq-up=#koD!*;u zH`vc8&$6|8puLA$wNF(@p&l|wmHU~?vG17MZHiRoV7CW!5&RAPWZ8mCmP|S@?9m%d zd%tp2zn|l7mNz_PuGfry@NKwxv#A`!t-k|)gL@goSvzUlTJdDJI=`VlN$(12{sFq{ zn1}FAnYJ4b`YQKjfFb{|8%fR z2jd4^fN^D?kNxt^Lxj$ZZ+!ik$@<;IcK$vfZv_Ghecu6n3eZ_G8_C;fXwUY` z?$kR>JZgGo@q3FW25I|Mpie&hCH{lcNe9Ay_%S-A^F|V-%5`F9zhg&5>GKfiJ?M_e z#_qX;hgLd!eDf0R&!hxDxAnK*yP;psa_oNP!7uLY-7-h(L9J$PSH|p$Nc+Cy{3}#8 zZ+~bT)lNYtPW3XR_cqysPO9rZMU*TnJkwQ9xdhKXIQ7KU}CkxC$$_C`vmW1Oy?cvsPwKE;K%fhi~Wuh zbRG9XxWB-DV*Lw0TWtkd(eu$^+qPUJnD>psfLtTvb>_qW*@MJ#`o06})+fDQhsQiL z@Y`i^%a6UI?b35Mn`Ii;G_EhB;|aPY)IJ`r;j)i_`4tO>>1z!b(&ObC)T`fB7UlK| zikZLT03IJICqnB?=oI-6s}oau*#45a-voRQ{MdATPFD5x{kQrs zY1^-Qjra4{0TlKz#reHsH05yUsd{y(z(Y)5T&~Of^m(N}gLQh0(Ph;< zb-uUp1?VW!#rd7lE6_XqjyUKUe#gGTcp;8-ghsUq z{_+1F(*3`Wd`QPSdrGYv#E}mn))nIDAL4o)WEP)|x^?otvA53U4Fz2C>H;S6YTzUv zI(T#NR}<(T#j6bKcIOhwr#9|%cHRHp?{0a655EoXRi!tfr^crI+!o;?VPeCRa}63Wt@v~J{RSfe-#m0_I)wvfmu5KU4CFO4>;fBJO#Yv7*9&6?AHF!1*(6Kal&it=geL& zl3ttRdEBQ6x?dqOjr;HdY0BeAasIwCnvPWV6XCyBwkJ0Y=lq=6uLM55K3U$J-%5E(9(u$f-w1Gh@3fPteH>A`|bMB4$ME|m{-JQ ze{6Zao`=lx*Q0N4xNqe7T>gf6Q_Dzp1)#7AzHa@j}DXgS~$jH81-vwQ1Q)Mu*}Gq)cM z{>#b8kvHmS`3LY3_$>Rpu!H1%{rIPon{C(cW$Kh>f4v5}?t{^8R!-OthCNEq=k)rI z_2*kg<7v6?0l;6u@9;w1q^d4_@Ya$+`M#eg?YhDCccQtxZFsBBJK$cMt8ob$65> z(ND|s!9P*2_`IhkrICq+jzmq+a`{}G&p3%i4{$up6!B4?IecBmwxAzi?`+ne+ z^xpS_-b>t^@%w)N^CiYrPGS}9uL1S3TaHZmYcS<6;K!04=cagH0XevHKT!JJ&0UY~ z`0^Clsa7B5cEk6${c~acuxx?l5_g3g<`6zZ2Fg zM^VJl`=75u0hnZZEcYV8b5m zxA)q-M&Hi+v%c}X12-NQdI_fbpafNL!vS#*gVMh<(Ar=lJ=)uWfI5 z1P3gnpO&|m;1x1|VZb+_-)h(_fp>~E)#;$ONSEz3$2Xu$s1I>`4<0^iv-!SfkU3#X}=q_zZkiWP5M{ zmD%@)KB>ydeQB!iZp$IDzRdWoWdYY+=6viI+kOnj5jaIOtKd2s_~Z4LB96uryb}v% z*Y!)gn%XzBEbxOmTrdA>OD%7}I084Z`jY1@zjC03(mTX_{Zo3@Xcurb+9Sp#dMOSJrK;3TxT^kJ_BFGJ{04^{GfVkRvR?nCc*p#{9&&lnANJ16U!L!? ze}z4~X>ZGS9N3=)#XF878Jq`mzxBWw@?4%j4f#ge^88YKV41yGA>Uy3V#WM1f9CM_ z*@*9(29cV-gHDL?X8*(fM;!Ya@q=8xF{YI+k9~-Al$ZSQ4nZ902%YHx6zfms51`10 z5b3bzKbOBB(C^P`>inoLR;8mn<{#-8XT*^YA<{F=U&rq`8GXO-*G%X$Vt<1#@Nv$) zWD6-=cxJ)CA1{%DihzygiVuOdJ|pN6=0${zzus;Ubgsiw`^aFG@GJ8gGvc<*UqNRa z^lQil8aw)d@sGr=CDE$flrzkdPF-7{5$6jBeGZJJ$p@O}{`C1dq`xW`#^omEZGA@2 z3rBt7E2t;(tpU-WZ6?90T!W)rVY7oVJpsR)&e>hz7OwYQ>a#Lna+BS4Ml6^+{2+nc zfZbLs{A0Db9v1o`a4fUiVul0!-~XH6W42Ts5On0Rp4xst_yG7O%NF)T`J@BT_XDng zz8~^|zdFVxW+IjGgQ1uo4p(L|znW(K%Q!y5I+Aq8R1eaw4{}=YW5_emU)Ha{_{T0D z5dEVMHN?1N^qo8Cvgx>BJaJ#@&tJjUMElM!r8j$(UUE175ZNFn#JZH1Dd1Hw#}8Q7 zV*2)nxa_g|@blGwd~uKjo;{Z5$n8~H9udi&fgT7n_ZQ^ERVi8?3HgVEK6##?G^Ew( zqI9wL4>F0%Ew7v7761CM|6%_O`;!fyu&3a8w@jzUr%%!LmsfcPcW-x)y?ayR3!DwQ zCVuubpx?c+{gtLqAJ%pp7jU~W2Pzux2hdme?J-*~-cbMknU%Awd8$7Lh2CLW?+??K ze+ar#ZvcfpfVdCZ4*kWl^aoBDSRCtF=tum^)?d8D)AM%F_y=@ZHBY|xV007v2y_(b z2$2rDhu=Y$u}fnM;E(XfYf9(qs`{pKcy_d_et!=<2s|aS<(fy^Cp>xRT6y-qSC#vx z?nV6Z8QLqGRglW?pSQc~kIx+I^X=6%aejewD`sxd_{^$4{LQ<+nct`Q^LN~5VLf2q zv+)r26T(-0wDWT7^<=#qAgjdfuRlI`Hp=zh#DOCh{pZ*<1wI2EaJ2L8CK^9Y-iNJK z{p+ai!+_69s^5X5MU?rE@XnC$bXTc#=*b};LPLxvP@*ua-V?JTF_ST%YV<6cu>AWt7J6 zFZ26M76%@l&-qF)^qKFF89cr}OyhO%aW!089*Xfqdy$S1>EM(29sCb*@HNEoJy{<1 zvfTQ}NJlx;=ZyQ?>$Uw?;l2~~p`45d(OK#~6zQlBapXscbesp)JMKGE2+mh1@8$M( z$F)-WX(>dO$NTow`kR}gKJ0VEv40Ww9}ny|SwHTdZGCOzM>@WP_NErkv^;nLsW<$7 zk_TtdKNs+)5C4j}TXh>L{CxRk|N6zY=R1Kb`ewJ~!Jvyi=Z1QZ1bXPmeD&w#{Pa!o zvYNPDO(q@7+rZo|{vcIuo}v%nACQ~)$X&iE^8OI=b;_R6BObh<{hg2D=c3ag`n-XD zA!MIVoH%Da={h>>wcoNGBEUf%xWmPfm0kL9PW)K@f6e{|_N^J6&bYh=^NVx5VSQT9 z1#|`c3i?rwabfbddPft^Y+k&VELQV(fy)z5MY{ZTU_M2*K5;Zg;UvhFx(l3SE*Av9 zL_5(goQJV)M14$8i8iXeJ7WD5GDo#j*!|yVDi@4Tn4rq-=W-Y3PX^}=;CV-V7NOtd z-+uAWQE%z>$*(I`d|cag-->>S&quueU$)M?30NPk1fHwuk_TfQvi=2*xb!LMo-(xR z12Yn}zI=M$FFNs+vhVM+xCOswaW!3D6J6 zic0xjMGE?bdQl%|@1yfq)cm)gUmSD+G(a<{J#1RQIYo( zzc1yIFP1WqFM{78WaCQ@>`gwXsKI%LZi!RN8>#JqeLOFRAc zdAS$*945WgL~Y}W&>d|3ckDMG{_7oG;2je9{K1L2&+gK8LCbUfqcBrF_W00_sy?w! zhV{|>9{2$Ch-bT+`>H%&(R>Y&F4tL6V>uf7jrHk6YQ#TNqc@O4K<Ldt?2u zY_SU&j@>xE)PrlUy`$~8590O_yGLpLD(KszJ>v7tR#ESk9HE2yd_b@cJ>1^ixw0<( zcc1l=m^UN2~eoWC-L7&>23E)?FADFs4tW=uvFvzzy@pqDu(XG)m7188dTWI^wm(Jma%GrI<$f1qcGqdY?Ybm;%VUd|dm z9?ZXwtiO!vKjdv?{Muv7qpIw@UQS^rSWcn!sCVYcb((q-~SZSLak5PKD&O@ zhxIG#E2i6zbhHQS2ft?;zdkYXl?U$^{L1ggGl*Y-4}d$w_$J5F>w~TyecI zxqZZPw!8}X!if*s(N=@%?5OnQNis}L)G=lzsNf9cZ;t&2{s+3weu}R!XdVsk8S>r@ z?^4oTmHR4T>B!FAB3$nSfFD>kZ?_^B3ALuTSy^Emc|n!S&EId9GpD~zRXNDF!8g!8 z&@YjV>G{WYo4)alU*ib)Ru=9TbG*5pKjb}J-MHAbW-kA-kOPYP4#&~?bDB*qvHpsQ#Jwe#qt(L?4|dhd+3A2@}X^UHF;{Cy+Z341SQ?X>+FOyK(46B}rG74W2U zA3Z^T39Hnt>$OB}&-g2D2>w7M1%AD!e2m$7O3t(7^4{JF`n=PEub1i#jn@mtOZKm> z3%>%VvhkcSqWu~YvLb7feR-1f{c3vsu>q%m-?l`p9W5KvyU6@pXZ5?t7;*1bU)y7Z{vzn1+&`6R>?^-M zHgxiv`W-DV#_foJZU8UiydcY!p)%Ybit~*akJoA&&mZ5hBU+lTkDL+uKDVTbV;;euRCBDSIsPrsTH__~6QqM~ zqda~`9O?KS^cr!{VZ;&2@^=X6ALtq4$cGT=A|6cXWxl|e|94UU$OfwY_+DL#a-avO z4{@X;M7nH$kknISerpkz_tdqud|1po+fOL(AIJD09sA+l<73Nvkss?4ajZAQ^*S1- ze#xkQXTZ+6HU1yJTHuGEdty{QGik2iBNd+h^Aahf66SOF5jSo5E9f=w9xF#n)Qllr ze|-A;>P7ZwJ0k7)d5zh%1w8`)2R;(@ZGN44Ka_U3fI}y6JLJp`ml>V$CWNTvApFL( z>Ee>V0@uj?)uCbhA2Az9RaNd8E?4Q=(Xc+--%%~T5u3Kt`klb%=&$(v!4(vKJHfB6 z3csCIHGT!2bd+Q7gy6p%zeDc_-vJ(VjAz3*D!b(k1>KhW&s-jg^?-eAHV+xauWmeI zTA$DQW136lT=G}PxEx(dyM4EKLf-c;5#X@!D!(0?+oQ7aykj0f-@*5RH-P`x_=i06 z&0;kV2laUX=Y7-uVIDxIP0L}Qfqnw-Lf+^zZiz8n+mOUv;cX6gI;-uSymj`0`U4{d zyYQ7DoVyX}hH%-G5n#^VV&GUPkJ^Z4CoJj-_P;-RCJJ|g<}cj+Ty z-sL>xcHvi~i+$IBH4S-iYG8DY4P=qrh}N}(yH?NfM!N7T_Akqpe7EumQbU~wuy50Q z9>975zc*Vi?)?WmkMn?&e%7L%kK6aUR(}e?JL+B|7QdBL&|FVqt{NA}$NcfD&$z_o zDt?X>oISBs;rP$>IcZ8d{Q_fL(o4@U50E2fRQ|e$PYAP*-k!_zW~z4!3}@l}GVIA= zpM#I7VX`*x^4Fizcn^FB>5yllJm|fD9QiR0sm1X-%8R&i|h?iWhx4-{7S_r)m6 zAq2fc-0?m3Bj}T`AJe8KeSq8BSrAFZIg!bCWd7U~^a0;N`;m?~(h)k-gS7luwm**^ zPsC9UA=-=YzpDJhAsy=%=~yR-BOgMfXIlPx@bePY?-%^a-;Wn{=?@f5kNyD0SA@eR z(#^^rP64&?ulxDK0eZERvj1i8|E37yN4ZF zj012H@F@Fy$mrm2$aQ5;6!b8?_C(Qdtba4U5-CxUJ zael;kP?WPOP;co|w?C}*4uO2HD|7E!cSloWT!?WK@{dDQ>kmNw@2szqem{r)!H=Nn z{Gs1+T+Gi&z=}3VN!hNe4(r`#{f-0db_`cZ8rvh|BNU?+-vff-)Z=y$TX|Mz7)fWm();-MUGzS4xEKI|u?qyLB_A3~%fj`fN-#shJzFRT~*?*Dxm z528rVG#)DaSh+U$6CNt!!b3$&@DSt?4!%fR(qrLUCnT`<6NME4N#OoA-g3+Hz{l9U z1pofSb`pHD>y@fm4ro7rV_sr^*CI3?!a2=RpSJ~#3t3!e#%{&qB>r5aDzl|X+WuXK!Ov1PRFf5`i3 z$Q`i0z#l|+hHs!ruSt6)n5XpGD*->1^vKjMn>PXL;{~BWRbJyE@P7wB@r2N_4c;8{ z`P&D{b~O*@_`8dl1N40~)}Lb@`fZ_B-e2GPE9WY0SFa}%i;o>)>r(;`p*`&L6>r`h zLFv3tPCowoLb6uXH-^1JY87U9K44{><6_Fc<3rb|`gU_W`pnLp(fafh(ta&450L)> z2ZGM9&j()W{y7oVcr1TnV?U&pAL;x$m+LR@QR_tFg*1?RII!r#FN!aY*ZAY+ zP-e(`ow=O3mzv;i{J#Gk8-IY#g3gI-C#KR*#^x@)W~Y5W)RDjcd%2o1T>*ar{)LF;^j^CwEgL{IUU1zPZIi6MYX+L;77DajLW{w zG_KatyiZNoNtUbe?7`osCPt?%kFn~|t>nAi*-ITJp{m?oX7=pZ#b=Di6Z3=p54?hP zg7wBeAKdiFTcqB}E6YFL?IjIVeH9fN8>DZ4* z2R}f0#F35=>G)n*WlsX}=Hh+n)9O4PKv53s0O^Q>Um}kD2$7CB<`;3y8{(J`#Pv9j zQ@>9x`Hu%LO(?N**&Eh9rf3LzM=Jg(SDzH#y&prBLY7= z7{B!S*|GUG_PJR*?RP++V>n;pd{SyFES>r?72lrWwLfBa*%UMzX9z#1Xt$@!`Oc^d6uS*Ccu9;5I<_J+VQ zk{_nuE;0D1X*>IN;1B-3 ztei`pU(Q6H4?GVX!p1i|>e=K23s>xUG0XS1J*3vJFoX4*-S`81mz9fsxWYslQ}dNK zpWOH%>8&Ozfj{WK?8YD9FCrWF^XI*K>-^7?$WyA^2`-n<*V~Ye#fMT=ZW7;z6}xMB zKJb7K-3(l``63Bd_VJ-t*-+RWATE1IK6EUk&bC_Q+@SD+TYo>R&vA$6_Fx*G`3&2c zVg9W3Y_Sha=^yyvOg=75pC5b|=ho)5ZR`n1Mn+`Z!kPaSO^AL|4m8}{%< zOD-RPpIp%Q^!mvKod(@7>z}_~;SJaOG6(K_WCIQVc3Ir=W6U0hS}$9tvIl03&HWTO z+nJ)jgLQ=di_gD0kIHKHhXUW=J+xW>GP+(Y3-d1Z->Pf<2FSb79??G9n1&>N`rNni zXSF}(t#7e|!;5bHTaF^N<8IzU#UBOx3)8|<4dM6GN+mGegNK+{$QHA?5{f3 z=cB8%9tOtwpYp4Od%)6if-USP8Ldi#Yc469n8od7J>0})f7L;k_Rf**^yF%Y^$z(>dfS;^{(yZ1x|_N_Ou01g zo67SK^o*pfIKfGYrn5P}iRevR2>De_sbBj`FO6@(r`5Ds!u~(=N9x3{(4TeN+d@B4 z9{de)qzkxuqlU(x_&)lJ{0N=tDFpNy>kau3A{}v*M;!E5oClcSxB?tcv-gGKec&GW zue?J*|4cu`rI`#|V$cGT=i2L^+>mTbG z`7l3-%kKwJ#50ZWA8k9i)%}9+x&Cq{?ML|V8Ebv733R>EUoNf)>bHLS%fQP%<-+2w zc&MjKOu33<)|1!NL~Z4EoA%oFBY>Bk_@W85s^q`ueQP!usmjgZ@9(BYYkeKiZG<9Q z6{a65{`QB4%YRrOa=p3}rgqb8{Dk#uN>6*J`oz6BJLh8@fS=J%mMykVmYO87SpJ~$ zBX(*W^bNm9{JDjGe+PN34}MCVYb_vQ{~>-NO~(az4fdsR4gmfE{}RKuWi>tjXO1r) z-tmQ&yZ*_p=klI4w~vAE$@vR%=`VwSiTZwCO{Zn*{Z@Pe>XURVw;?X^w@Z~ma2^02 z!n$GY3_I5`iNr2^^7tDq-q8M&{`!Iat+4G!K%R#2W#w*eILGYQRro32+4&pvJ!u1e zF7Ftr@jc{)YFmq8v2M>!^_{2byyJVI(~w7EJ;;jG|94NM@?ZP)xfOgYz4d{gWV9U4 zJHWpV`oiSAR@B3jw?DU-EKyBg!tITmiqQJYz|YwKEL-r#C6lSAp|q>JSe4sfZ67(x z?CJt%!hVFKzKGRy?SwP$N5A}`ejm!k%0V4W?-Mdg&uo1%_~SGi&-l<-)xTXF-#^{o za6h=^*f?ab)7xXY!Ef77-f@ru$1uf`WF(+3xLnE6A6 zd~-JkJnVfQ_5t`9#sT~Zaqu0)g}(sihY{tG-#?E02$2qYjo*RCWIF8O2T`Ouzn@$G z?#yrFNr~r*QDOg0+dB)QTO9V!Y?>WCX);rSiU4%$S z9P8XaKk7rid#Bsuk!k!|E63(%?kD`3!S{ENPy5hcfnS@vIC*}j-!73r#h7yJVHbOr zZT}4U5wdv;?~;8ijZ<>pm()a3ey{$0w7wq)uJb7uf3rm-wMP6>>DnZZ_WRnL%SETy z{=q=!eaa=y%n?bwNgoxM7c`&LQuUn?_EpUFlWMARcQ_$@&9t2R-r0$Tk3tH z?WPrFYE&N|G{3h5PLp&ek4rx7gR=wIcHBr(vvXlKF8+KXz@_hn`4`hwH;&3_`{(fw z8PY zbWqg4u^;gS4X<3g{rO(2v>f&zzyJTvT)yeVy(!u*9prn!D`Fh`ETW!@br(mxxJcV& zxXhm=9*%U~kK?=~$3OG$8G$#s6qdioGMfi~`(WmJ_%F+bTjTfx{R@VALifp^dP_;BJw4-9Z< zFK&l@yIcPq^@?)rp5GgEb>(~Kmuq{lwYi_wIsFXjm1VV8?G*Mq>h^No*E{Z2BG=OI zl-?ikOHRJNqZ%96hxT9L1c2R7VB8_kbBxQd$@GlU#{ysYyX?rI9rC=HEiF70Uw+DZ zQgE=;V*uWjdJLru$0a@#<1Fcl>AUUt1dI#l6z-`pKj?>;=KS;N#vth*68P%xvd4t} z$#&+}`ht)Lq1|#_htkC6#ZIno`~g{`)@M)texc$({r(R42HzFgm_MkvM@J6cl4A>5 zrphfi#vDnFH`N!kEQ}}UG30-c&jBZk&wE$U_-sMnMa+xSIOx%d3~54(09oH zfIl!#qP~fnY4E=D)kk$*sPWhJl8i6~Mr%9-yr;S^gFfS_x523y#THM}IO>6G%#X$O zC~XfG_zU+GtYC7kM=z1G>b(ojVN44DH@tU=PryEcKEE0MVwVT1_WM z3DGp36CU=S5%#UbdSvez<$Y^DD*8wIDZG|V+IwRBLW~3ZpJ;zcs?$N=k&g8ZdWtyG z5h5LQ5OfW3ddoUj&WbYT_)cx-mm9WL{{uk$V&>5C3{OWs~ z2^}=%+V-z!Yrg}+UPEv9{jZa+)}fvYXLhfvIhG7i^*zK5L%m{3C*u>IR^^2Joav*0 zP6NLo&a&OiR;xNmE}VB^%@0>;I}cwnwzK-FR{H)I{qiYCA9y`P%a_29|0#d)rgRzi zi+JY^K8o`J=)D-eD|2Z0-3U+JE^q65tKJ_zzVMG;=I>Uq{$O{;tetK-Ce{b!Sq^-Y zyn%L7_AN0_brT~4UawP*0$<|%g#NPrh26Y;k-!f*@LBqB=KtQkG34FAi$3l2uIqhB z%j?ii@By>&^p|6%|2?my+dOMQ*neG&x_B({tWkr0tKDWbRQ*4vTc@cRI^G zN=L5E_C$%fyR_Zpja)xBOMAm}iDi|R4X`@!2VVJ_yYM2$O=N2tPxFuIv7pNOlLX_; ztf+bhU#xCepEm*Y4tAf+=D}ZIz*O#LSp!x71nx-bnFgLpTYe_+RQCZiS=fV!q-FWU z`rKCv`w-fG)g2=2-!uI_iAQco|K*IHs^(bGZ$moxyMG+{5h5LQ2)~0)ARTd}BXp+2 zKN0RTfnWUPWp+BggMEZJ+V70}-;V~+uF7AO%pX8!aDC5HZ7IrO9U>j;1nGz)9ls;g z^E^)dlF|3JFTQx-zVWB@V8-QV*#8K{sJ325vz4eatQ+$OnqM)#*<4@ycUyi2J_A0+ z$|Z*0jHU7ITVCi_eI044rl&dg!!)+LA^l)V^s3weuGg0If?>HNt*3r+kKWZMm{m9T?4$bqDdaB$aZdYS(R~H@v zo|4%b(74IjFWjECfK*ZCZgMx}^*R~$&$7y^a>DLR-HxvNMDTZ(Ev{b6b)@X0(tjRs zSzhLrb;CpEb}le}IJcS6akqU1;3wc`$2?dyX|Wa`OwTnjN&8`6&GGXuru@c!cPZ&b z8J9ks&$uLxn7EmA^7GRu{l%M)3-B!Hli9d<6EL2*j{#nT{0!qGr@1=am}O4i78Unu zxzsTJfauvMm;B6k|IJzP8Vzp$+kkHD9m+zrUM_E8fZ@35`M`~ba9)D^4D-o8Pdl8y zd?0Y&@)P^oY|!sBZl}{;4EC2CPy0SGRry)y#V_Y)=pqIujJ*WMfcNdBP z=I`sB<6@47K*yz?zoA~~J?Fq!S;Ms+snGd<#B&@*7i?|@boO5 zG(H5~#)n{E6nG7E7U>9)4tWshhukk^DDug;?e7wCq$Bh%-&x@`;Jtxdo|p&kC2aYY z{9X`^OeG!j80AP0pb;vL`muk|KIoevj(iBQj%B*t9@K~NK^)}}B0bacvr5Br()&ez z#_f$2a^1HUGP!RB{de$jPYc?rTg{@4|GGr-D#BGz+)vne5qJoAgw0R*l->i$;vc#V zJUD7U!8z_0vjR0DE>i2Cf$kt=Z{6$euPA5yoh>0e?_+Ao9G4QM+3hzD;>fs)bFTY>dYi>GwbU6R>;FJAFMkeZ5Lnp zFO#>%Cpht0Z7n~;{i)BmSPLp2R&u_i(3xuf-eG3d^D{rsrt1a!D81`!hN>@7=~1VS zHwvYBUw4M%3no9R#~pHSjG{uHy)*nLmZjft{Gj9c{nE2ZI>YFVYK{edh<%DU(h(v( z?Rb8Qbc_$;*k46?1ZwBie>G&Sn=O0Hs2$3%0p4t?@BgDKT?#R!6 z)bo^C`Oukx-jeqVzvuc@8PqoizxSc1Lf`zC;!-~Jh}u}w{p3U7_YRy897es}`;;7V zeIhi!Hbz;eI_3K|;esVKSeRHATZtYy#DQj1c zzGr)c-Q{BLEeM!ie<&# zA+A<>idZjon3=({$r-f+W-2GJ&)?t=z$1`nKwc%<$?T$gbA*;V_?)fB{ULLAU+YSw z);EVd1nW?gYqE&aU5&k6;wEc()Hlq$@13_JUHl&NDavtwHXlVMOuz7k_FKP~+f5ov z4f%b1DDHC`aCuF`hFZT0?;m~Eb@=m>&XMyHBZDo>c01Chhw&@xISTeo~2VlsBPYo|{&1#P1OC{!gdhAfTsmzAX!M%b%Ykj&$Tl zh;(P%U;o>!KMr}zQKe^weU9(Qco22!@4$XrHf>J=`4M6s@x83dzn+YzknDbOaUXV? zP?X1dMSkb^Z21TBBOP(92b9O}nU;S%Y?XiIe!)ZhzO0N({!u19@(<7nF}}~Qp`({Q zUAhDF-;DdRElh3v)+x9A1Gs^gyY)^i4UVY$(G>a~>7^#BAJ-$<++WK-aDH^qM{XZ3 z>Uz(cUyLWus&cRY(d)y<^P208H&x|2@^>NGdusb|z&EH@WGlFih6fZV`9uK`aPae8f{t^Lw%&7hl=z}3$4F!M3{sEr=z5uS3 z!&i=q&~rN!zYFz&6O|14lx3mckjt92)4unT{VS^9-$A}0+o%4YG@j;Zx;Wd-7Kz&5 z@Nxd`>!*P(`G*6qhd)KV&kXF^>E~Vgey$O>3s||fasM!G{IwAGKVjBCx1JO56Yv+- z59?vz^Urx`*#hS(F8ta{)~hZjFch_{gSj5J&-X0u*BW@}9`Xq9Ls5rFOoPR}BC>8E zD^-1O^ZI_Z@euCIFuy#Tr(-;YeG|}+zsp`5_K{pKcL?wi@E-OdYi3-b3hPPun6Jxx zyJVHNtMM0q2eUNNr9b4LOIE>5_s_qbX6wa$Z;AWEU_S8d59b6Kt3`v$^{evskBjvE zYE%C1xnU&5eJt+3WPbJk2j)=EnwdY1|80uCNBlv_ZA{xaL49g9w*!!~pUXZR`Y*Co zTuEbE7x?_uf(HopC9{6l;rBi@4EK?HTuj@E@sjeN>a>(9kbeCSE+_#9fBCz6GAf`#48^Ox_pU zrOdSlH*L{+UHN!@7j6AB;9HC@YnIRl3!hdiY{Tt1t)JDJ``MoB_Mhm}o|u+@?I9Qa zC!**p@%WghxW zx8v5khhaJY{spA*-XLxLGeKvQqvZLUg$p@AWBxRNFOKp1rZEu;zuh6H9q}8|z6RqL zsvDMg|KGBW#(SXeNC$la9mem7BOSjZ^iK!9N-aOq*=c{))%_uK71#eS8AZkSeDEYc zHgWqQ!oN042R>Y(@?$?@KchW}BOSk^JxS{Q#=X;1$VI<&tZ#e=asTp2$NEGZ>ke_O zC$tB@XIlPx@aSZ6zu?9H1^d0A_hNhl7t(COM=Ctc8>V9e79mBEq?_b@+lYgN{8_@W?}TXVOcklcBiZd!0pL;7P`wN$y9V*hl}coFhP;Axqy9t~L>S$**FwOVdF z+cUU(y9BqtZ3my55=Z~r{CYrMSC@~=_$DrUA8OcSuy`EJs{C!E-+UVAhQh}4fb|Eu zWrjCwIS1$%<_qftaoNyPRD|9l4T0CVI&HUy(=Y!49XD+!aA*xd(5q|xGsy9M@LS@> z-`0~p6^^ux8+C!~mJPSY@%@(+<9e^)bMA^*JK!l2J}a`<#D#(g{J6Z?Ev`3+}?hn%!Vt)EJ!srn+@F~ciw znAR7cfOGRfE(a^!+hxDkhYltN)|f>%W__;hw@<|Dd-_4$S%vjY?X9`{XSzPo|77le zY*k|le2Mc6=)D|G znD>m9OI;qCw*B5+oUk$bykT5_VrCQ-_HtiReCoB@Ixfc}xAfn@?h!#}z@OCcNPiaX zo9T4WP2@*D#F38QLDvySI_N0kNJoft#6dq1M}3Hc-bs1x)AUL8-Usvr`4LAsgh-e3 z7DQj*@2=nLuk{5ca{=Qt#O?ch%=09bj_+X~A|2};apXhjOtzm0bD*mC~a>0Gues|KK`$PU(RKsg2*l&t4tyoe%${C2GbnIp;4U zgRUJRt<^;C;rc9|aE)J4kAps0O(2mD-G?CG@i z2U@P9$%`Zo1%6;w1q2Q?rE9qN73aqBO3g4M^Cj$Ovv$U7 z{Q=M;@Mp+p9QYt%F|F14=JNWVe?av7GV#vyAyv}Nm#|;W+G$z9ZzsihxRTZ%!2AFg zivf*UL&xl@-86Fb1#(Oc^k+=Won!b=m;QjGe>Y#J`}5ANa-olxlv3q-aQ&97rt&2B zJOGyh@2l-1zg}=29r@dxB}0e5NrF{{Lj6Q$N`5@q~T@=0|m322*Cz^GeSM`){K-2Uetz$KpJI_Q- zV!cB@(QN)K3;PRn!n7RbCw=9-3E%?~59O!8uQ+!ho%hSLKc3lPJTh?1SF6Zu*-@)= zGxk>{k_M}I85M$#uxQNPs@sSsM~~upUYJHEs`Rh8zHjdSF8u)~J};9=KOnY054;yO z8&7|`GbyC3YIivmVqM5+87jm5p|7a)tHOT0ss63|-I`fDE$d}fpLjo8wJ)up;uTfs zXs0KXj{NxU(6_FAr2VUNGZihen%Y%}Pr&yY3H|A+hWplkJkyeoS4vYK1NIGvbHL8* z8~(-zYW53SAEP>#^E7=ypC^Dr)Noi_x?IoayaC*RbnGAScl?ex((ya^EBGbiNJoft z(Vi2}&^P)0LO>J+Uy$F=O_3k0|oLEk_>5Jx`$@$!!&AIc+rGrzad{!vm$7T(^k`f2?Rybnit?C;dZ zANvvcaUX#=_Kz$dK!yG8hE*xjvEGr6-!pyw8C>;v%lqm4lR^J`kZ=0n6VKhiCrSCC zpN>6n$+p*hj@unuYRm6|pMCgEZ1O{I5Nq(2h1+k%lOAfKwh4S<`_~5k_Q5CO9XQSP z`tWhj%_q;Ras~MLC#vtimEU{cpYdaz*%Qcfs$3=EugaYML*Jtd*Eieaw!i4W8Qv!J zkH}Fk<;>;Pb_T`spkGLetrG{T{A0ZSw8E50T4s~ zUk3Ufn141dH;2?x?}$D58v^fuKA5%>=Z*CC4|q?O%dOv&0k1ppP<2}Pv4x!?zB@*? zs&)1;d#=8f4tBjK1O61*DlekendYzFuKl)t=iYNjwkbm3fEzoD2mvBBnKSX`C z*U%|*b4(Z-xtqkPcJ5O4PjNoO{XE87WMg(IXY~!M+&1Bo#wSz6-{bl{8RYRk>msc9 zmOi9xfprt6MjqFCrqNtoXJMIi_b+|x+P2>$*Gnna`3H1O4ntWgL$9_A5Bnww0F(*Szc4$ufP}f_I@t?Y0w{$ zt^P{7eCzA8UW<88>z{u!k1NoazU#Bsr|h5cd&dN&qQ z3-*UV_pmPge*tt+Iav`Te8+-u{ty z{q^>wY@RWF+yBc;MyZK9E&NW~_7K1~9r%F1|9dpoFHbKWPx`2GJ-L0k=gi;#J*~Vv4r9S|rCNEzfJf+r%z^cZ{q>005ZH<072PeMaw>ehFx81?_$?st<`H(MN4mozXR{sVI$zauy zgItg5Oqd})iHnC`x{$9f>Zj=|@UOGI+B93Iq1z`<{7B!YdU6Ezms`Kn%T6P(S@(+x zzIHvMw_YyTW_0TB(U4c0;dT4{L!Kv7`%q6j@V?MPVsVPh+AFR78RFby9x#ty`|O37 zKVnI{71E9s<)j^}`FlL>yWro=`f1Y3(GSIzY_!3TsW{W7zCmKy&*g;V4oL_Ap* zZ+1G@S8EVXzu^1?^N+^S9p@j!{+fdL7&+zrg2BKSz;9~!R!1QZZ>sZwA5b3U03#p2 z11|tZigS;B$GgkV7hse_it`8l;t%d$sZA&q`Cjr1S>K=juJV1q2l$pF|E6FUYSqf4 zTDfW-7f0JN+kq;R8_&weC`^go~)yqiyM;iSbgCFq1E5aVRvU;D&qY&9wKJQbw zZvoGVb?LZ>R&5^=7%=z~ZC5;p>+c`5sK;Ac_=%Mr0H`l(~s^if1;_u+^ znc@e_>Z3M>;Dg^Dpzrs<`=C>zSk`6qgS;}XDDq{zCqw`7%$^naO`f-+hWOU4FMxRm zzvGzCGmEI`Z`AKvt}f4uX`EIYzXLCr;Z0kvj`)h;H^HxB9Yz02ucT!+OF8!{@q=ak z%;U+uG>C$)0RQ3OJFVyFX%(Lr`+=kP=jv53oX<4Aqgn3zHu?qnjPbJJ#10yMgLr1< zKe1%`2C_trFH?=-yYK&L`#S`E#{9@)nQ7F8wegQ1p0DkgJ8=eUa=1%B5Bo{fdn%U3 zE4q$(SuN1GWZYh6KWVT83FnKt{|L;^zAcq|Ckte>duj6%~u2H!l>Kk z3a0msKlOVp?zazrZ%Em{@dz$2VDAlC)O&-#FQ*5nc%;=SV2lfR3GpXpBTc5zxi#Nz%(zBZT3cUB8Ln=7yt8sL&Q06&Og@r$WQ>0?@-0rumjbPeOi zIWVn<@k@R@pVmhKz6Tv={qro0Sxxe->iAm0sb7-yqQgusyoos^xI0+;9|1j7*)m~% zpWm6)Y;uX!`?a5hX56ptkS4D9R}Oy0T285YuYey1yjPfx4|GAqbzyPtLH|I%v2R#M zTMcgzoNhlU=s)m=SwGYI&T&@DpK+f8y@$L3<7MM(+-tjsO+f2EemN3HW~&7nBn0K= z@&@cP;4#P>z+X7_HM6%2tX!wv={~kR{}Zmq|D#);@7y;PXw=t*@2&cAvX)bn<^Ej4 zOzELzO;zLDt>nVk2jFMC_I1F=ZJFN7ht;mWJN3AZ^Tgc--3%{m%&%cyKu=kPr>U~7;4-6jzzXCt2 z?V=Op;|JhXz`&OmIYYtplMizK{%RO~o8x=^o|2RLzOMie;XA++_ dBSk)7oOkH& z7T^yaZ-i<88z_f!ihS%(p)k=jjG`RQ3Gy*Mz$k~*ng1`cPh9xmVBUqtFS-WJ%E16h)boke3E8dT7{aoCqu+Ab)oJlL5?9}x4d-2*onuq(1uW9=? z2EFm(qavg3zD;9~pC0{suC-*K`rv?^J414Iw)r98eb8f8EV0Lga|!gSVz{a*s~!M=n=(V z;`bJUzciJ5+42^7zYH)OpL;&R58?d<{I!_AXI4{@viMx!6M@G~=LP#6^dN2Z?&>&L z;D@~MM4>I$>k`pVnn&M9WP7IaKwD0e+J0ibK!3pxLBAT~7yauuoeny+Au9W^&&V3_ zgJrGn#TeSsgI)fORklp>jitFiTrwkJuSe@aon&UPg~RI^uDfO7yg(iS{t5cIIQO!_ z%Cv|lbFU5czS8_<(d@UsJGrlfaeLS=az5|6{INO4_ug14;eA1vPslw|yI(;6P3xhb zvYx-TPYh5U1ioS5rGq#25>NXZUxg3dp!JrobNOn1bAR8?_WWG-iC%nuQj-#^2u&_L zqt{oqU&CT~*uPIxfB(U}lu_dC-VDM09kxotH6grBX3R8_q$F@e|u)>DAV>l@zd3JPbvRu6%<@irNHL`^t7W#lsp&r zzW>%cE$FwD!{tdqe=24B!~njKy~Aiz{-K)@^bmjlJkp=?>q5ou<>_GsqaEbq9M0nW zzNep-KMH!~6)zV2fSNvwKaX}|^cr{(^c(p|kq>%{-$6$KgFXTV{X%`f$VZBNz@S5b zee)&!aQUWhdEjqh54k>wwpadViu3tq@#pY8;7_y*JcWGx4jB3P9p}&q`%}PDf2<&V zP05R8c|V82k7kYI{Gfl>KY-Ccq{vUVJUF!cx(uV=&F??O zUHWImQ=@<8z*j83?ejP8blG$50)hV7aOS1#Y>|=jU4tzK=(ZOgk7_Y%Jk1tUzg2;a zd&vm3VE#Pde2qaV`)8p|Xvj}%5|5sZ*7v5pXCDMKy<#rM>Z#fj{26~};t&G2bc?nKu`~~oT_#W0pw6}Hz6{)o= z2<7DYHnrPNJO7OFL;n@~ANO-dKNm5*20CuRshtPO0@-0}hq7}wTL=5RK+gvEAMnGN zAMtr6zYO^Cuj)VU+ic5qxtuj`sLQ_~)|b_brm>4jTjv1ar6D;MvwL{WI|MqS*Ph^pf&>g5Oi?{}S^8I%qmR%oq3u(|X`rcM5%o zmM;G+_^ue=u~~G0^7n_||5x_U4}VWDo}zx8@b^4n5WUI$8*UAwB7QK_uao`{YSJG$ zL$ewBb$6w{Bg6A*8(2m7hIR2v0h)h8IpAI3QTz`42pIbx_y{oaks=?k{J#Aj5Bwt5 zo%s>m#_>jnffRTE^}w%fRr#_#f4Wz!zuSKv_Mwoc*BeOj9h@WNd$@w)xK>);jeUrG z)I*AVz}SBnKgI_b<&Yvj-TYaB%mE`Zl6>0V#h>|`@MqvhFux+LH-WZN_5lSIV)C^Q z0G{)r4?7W-y*{@*5lsr?V^VB!A!@((uV>mXkc?_BKt z9P{AIZ?X0Qwq!j}JXzc)aQ?;odRowCik>~H=vh`DdpF#dfY(L6X6tEej?I(nt@uFOt!@1=aQN;{ zw!Ith4e&mzmmGR9fkgH#dwJCD{HSzSV#t_dYLBVnpb>=xqPFGs`ou-6j%4x`e&do zXqOf96pX1u;x}Xs8r*NMj-&X|3(P>65Z8Mv@Sgbm@2mb}_avMnBfQ2M2R_8PG_8mG zA>_k=G5=2bQjebft?!Kj<<9B&UWK{;m%+u2={))g{AAis+#fM7*#D3>cD`~>tJy!sh(^s%>PKclkf_fI*#e8%&c)_wvH0KemX z7XC|-FXr*;avH7t0n8UaSXKk&4*>cfc#p(+V#Q*&Ejme#DZk3tSJJO?4J~hg{093% zd_HatJr?rYwE6cg=s0VI+Hi~0Vy^dAuX7u@xaceLJ(`ZJ)!e=W{gC^t6b(@QE2UBgpPgeVZP%~ogm-S8*Kxel8t*u*>j1vR z^t_K%MK@N z@~fO$ej~r1)8~7>ubPFmcdbbA&b>~Te4H?wQ| zuV2{ui@;mplf-H;J~guY+iSNnzW{^P@??FN2|~u(@njwRqAFwEn@K$fM(x_aZ88Z~ zzp-dY!_JK8V@$W&t9txe+Np{?&pAF82ff*&13QQ8B+!$}$_2EQ+iHFq zbP4>K>{eqMtKwB){9IkKY?8n6_&{IfxiR(Q=h6Q1frrfSx+fldNs^G8KcnSC_#Nvn z#&>@mz53Rv3g12ZK8aQ9P>tJ-7qjg*p!a=g|@KUN|v7&nfNi;0C+y-EV9zA5zD` zO5HkG7Um1~b-0g$KgNBL4e(OKaHg-N;--S%OmEy&@ZY#UJJ+GMj+;79O>}~an`*jW zAg4=K?=Rq|!5?GZ#OEKML&N_i?@h4(fPDter|9RA6;z~5ZkD$5XTL9l-kHs(yB_Wr zxSu%i3*u)nJ8$$8{7YKfOIy8^{MV=ae%GDj?U%yo3I5(xGlIUr;rw{7%Si?Q#qc`# zBc9FiyjUNv|B!#558y&;?H>c@6?hP^S5@&R@`3jp`HbJG#PQlb#9u8&ODkA@&!3ie zz<$b}x5PvJX8<3dKmQbu75V5F&YP@%lVJRSQ4Xmy-;d&V-}1gN_EXB`?eC>q-uZo- z%55?Vf0m8uSEW(j3Hc8A3O4_N@rT!`_@qe$?{}s7!X(-J8Sn%68J@doNna8d_Q9Zt zuh(n&W9|9(`h5DcZC?Vq;K0}6%#XxVr*6Mrf4TOr(S!R7+%?c8@8sRk|2SWFyYj#x z^A~Holwtfm=G}o>-U)f@M1yCXbDawIg^`e`}-3xs~ zVmdJzx8hyV_m>{2Az~n7-$uY1ypr45^m)Fxjl;^I8~ZT+RK)<9@-Hps`mck zd@}P_Vm6;{{ssI$?oGfm;`2<-7QF29Z5N+eO;)J(igB}z=$4E?_TtX(SR*v zz4C_y{<#iw8@XX>Uc>g>`=ylXx1ek6Z?F9syp4YUAC_}pC#LHFJODoN;qT`u%R7Z! zAt_v*dzNnI3|8xbieJsAVTu28(l|$cW-0$HJ5ck(!hYe4=QRxarKVB&qc5oQ@jLiI z&=LF&`T!XC8~7M7@{uCn3ET2aiKBewM>z(p1EtsQ;OqZHul^6G~_j2bUEsmT;ZhNg1fb+ z?cGmaQOnbU+uzi&<(+u5Zc^helLwEaKzZWgEg^NKif z#hPk)C-@?-eHNYfx0a-4k6Sz2F?$;PKAO3sKUTrq?i%YO@shvGUoP%pZ2giKok~>n z^@x5)#ygWKoy7S9{xYox`U*M${u}%;_zSVmeqT;2z98cP8DjqQS zX~+{D=P0TU&Af9;!NQF`BQfgy-5q*&e6CJ|w7mlOW3PQ3JbU;?LVxLSqekH!+TVU@ zu4i;R_5Swdx|`PXy$@X{;HLvr{~hllRv?Wny|~j;WwvVn!^dVb1M!n#I-U~vcW1pa zG;znX-TNdg)Ak<~uD&<6UEeU5y@D729`eQ0W2k53w_mMb%#_2&wY!a91miD zf=-+6&ylLVeEi+#vjHys0k8E7@n`QE!7Bb1_JfSSWx5XbJy`bB{M`rhEcGpGxa_ro z55#bmte_%|`r|(&KQ`^Bo9|C6KRur_kOARzHGlsOi;(gqrhh8qVb-L={&?#E%Gt#? z@)e@dynG?VYq(2557qKoT)m*!_stZ)Y`=d4FJV1U9{ULS_#H6v@jLK7V43f);w!=5 zu|GvVQs800z^{OP+Y{*NNTrAJpTJ*Yye%8hP;QT%D~!ti)zbF`*}qy8?I4xyU03=6 z#poz;KMmFT1|t=W@%yWD0~p^yigP9N{nUKac&Pjw`y2c{zJvNs*uEd6TRvTI)rMy> z3O~)`JEbu`Dd;okFPrax<|~sD4ux!-5dZrHl20Mpcpgys1Dl@){q(|@v`@A5Bu@F4 z>8Tbjn!5)`=%?*}!T+E>D;5=)e2#<+sdW7C`h}#Gs@IqE#XpB=`84=x@K>@}W-3#U zmW$Tn7tc9ejpY{T|4@!ESUfdTI#N^hQ^qOoqWNj?VMtlA;Kyp8BuTjzUfkI?o}mBD zxm{+BMlSg@@V@vwi??(_=^uh`lKO|H_A_ys|C8s-H2#FIpG8yotsU1v=rb|7DE1Y` z1^!TsuTV7oeQeIsE4E!w?;)1e?rRo6edN=|>wtNN{uJgH_dVI4h1g@*Zef((_ZUvwbsCW>K*F5wtq_giT^8ad>*i0;O`Lf zbMWuLzid7epItme-xE;}{E6AT*!*AW=F|2skA3YcpT;>8+mZQ4wI0v*YfQitGEe+q zSkWPu8!Z`BSVX z^6@>S$OjDkRFGF-{_B2G`bTv|2U=?W75D-5@O}9`Tiyy7`6v&0bXM-KeIEROA|7fU zit~c z#^2ayzW5p+KtA>reuwCcqPDD;EJ-%O+Z1kMZQSES6p#<YbE}5ffQ2mkEQ&)T(RXJINx4$N5sPj zd~EOJ=PvFfL(~VGGwaeZ_3ZaV;2p1ex#QN2r%}BF_gwcZBH^muxADwzbaxidUcsPO zIOpPL_MS+yOx_Y+cebWGHF-SW-%R~^SXO)WeX)O=^wsZ)&~E}gV8z5cU2;=tKY@E> z<_63|!+|C#(T_vBzqv+&|4+T|Sr+c0QV*lCwx0m~!25%kz7f;uSBkCz-$}Zf-HeX2 zkKjIwb8klHeC0IPwR{Qt1pN{H?7NJLG^&X9$Ab7nX6@N@0C?229`2p+7XkSUkSK{eFE&qUi7|xTJ4|cy?JLlDXh2m{HmJn{P zJ2KoQ|G@cW^#tD#n>DE1zOD<%V(}r%I>P&T$&i0zb+C^>Z?Nz1Uguc9TFn3Y_Qswr zv6FRN^BYWDcK5?DZI6s|3H&6xRe>f?EYqxwwUt2bkoOB_K-;si@qA+5#C>qTX*^nA zJv7sJAC@&n&1X^m-qWwY>pcI3fqmidTZah(80K2qQXz`!qnee;12`0!_ZTbE{2{4CBb>fwH#UFDqZ5r<*@pOkd2BQTQ|dK9x@YXI}In`rIQE zX>6YbpJlm!fxutP6Q481rdu|D20Y+ZFQm((W2tB2H>XSgwSYvbg%a_~nZ1(fc?W+c z^gZvmgZ`y9?l{IF_m}DWjV)gVzQ8sG*xU0;%Hy%SnKxUfg- z3k_$_Fb`s%G~S>1-qT!x;%kqBucfd`!fTL-cman58=ucyx{2;aND2IK3^7tJo)(tS$1F)WF zOnh4Pmsd5sl{ur(GcK>r?~+&NPmR19^DEM}6KU;2(+lMO#f~>MmcJw9w*9RGeoLjGYLf$|}U#(f@%Z1v{!&BVeqp>+Y3{&li za~v3|?EygtyzpVXc!EIp zigJX){4JZV1MofYkZC=yelSg;Iw|?{6mfFS%$V4!P~10qpOt5BPu^Z-{(g>rf}c0* zXPl1D&duLHxm7~T8(^;hy3FP=_tD||iJZ@iL6hVkRuISIb5gJWn%eU)QMD)Z{OEub z{5|FWXL)?RK{}q}Fs?tv;$g#I_bUoU|9~e{^On5t71Z<=zoR_PD}G0c^9UH{3^2|Q z^dYBkf%#hlX{6BaYM|cROHk}z)Wg06EK;`L0AoME-XAdXkz)M;V_gAbe1P>jq?f+d ze=anCMxn1po5_hrhjmoGgA z-e>L62G!4#r~!YK7|?Mx>7_PEdr#dh?&Z#JIfYrBJ{^5?Q|QrMlzaBd`Y%@f>G0OUXVcadY;C z1bUE=+oo0z67vqe-E4fm@^y1PNZj*8J0+=$zJf0i(>Hbnt$a)RCB^uPq|+}c=s)hK zSYOdz;2bJa>yXwD1zs|n7kj?||C-i=ycG8g@FCFm!}vx2nk=WwyB5lI@A?HTxBi1Y zZ&m%eiHp8^@j1b7wjWPdKK1In*~9ngxS_pyT$1Icb{n2}&}+ycVIKtfyw~}Q{-xq@ z(n7s&VO>+}XTf(~Oy?8pn!0nF7?1tQuNmE+sHyGkOUsR6fzK0QR1Laz=C{d%cfYUW z<$cP~(vpdxTA#6$s^?h0G0Z>n)9+q=_r`K9cj;P`83-L1=#uASzsk>4q*23aSN~|n zLLL9+Ri>@bDmL}<1Ie;5l0@u>Pf~+Wsk;sh>ab#z2>S5b%ij z%=eq<<^PaAD*9=*?z@7p?x{V0Z>#a+UT@Ui-}s#`qrOvCrC#SDj=k6@dX%K`3-~>w z_SiQuJ~=Pu`X)F>;Ljc|A1aq3fBOa}pi3j@aHX%&mA|(zeG{pFQBS^;vwJUR+iTUz zLto?N7ufGHpucK*EUYhJ&`ZGl^PP4y)$cW+Q^1peQ64Gs#k?{)gWqL){+hoAjC`cP z`+%{ZoUnRd`k@Bp)>oSk){^!?3`YCFlci} z3H!&+T3-kJkAseSn$X0S=Qp)Z_*lmQ5aT=Az_>lk7tXCI{sw;`@LHPVuHPl#!!RzS zavECE)6G^sos|2OwjbKT%q+gX*j&rcuum`!Q7@SBzeQVpTR7`Fg8kI6N|Efh%bV*% zV0@Q2B4F`;z%Su z;<)o|$gs05q9;~6O+HflGY7w*os4wFE5tr!#Y8;%_Y|LAO4WOU>pu*8)_8wHpGDaJ zwruUv*TMN^pU?e$k@aNoht;mWJN3Bs!;qiHRSYj|+@5nCO!Zkj`khnK+k7s49j|#2 z_VGz7&fz<1UdD(xhvxpfa1W7mIY9IG(Br|mVxJd!Op$??_J;J@L>8*{nx^tSz;|A- zE&=L$j(fqx^)#~SGxM7qT%+aJy}8|A(J%^orIM zy(D}Qs^bU19t-D8eCEdmbmhtWLqGWbbFCjI<=&}}Gn(4-2fV<|e$3xv3@LdPqp+}#iT~xfOyBy(a zf3*21@D1w8@82Xi-++;i6#0@rtSbHGjtiwYrzi*h@=GpIX8FF~ldwNM=E(P>i9Rs) zoh*_)8hi4T2mCL6Ky5!RZP2|(yH@xtDa`wCv=^~}ilwBcG zUwtOuUf>h?i%jmUmbkK+GP}W4Oj;$_bq6= z&+t7-hs^E!F)vs@U->lpBi7xsghov(@J;mY$(nDv&;2dMn(KQw+cRB1PyBq*0m~}P z*`GJUQh0AJn4&xm`dWRJzLtm&#Pp>hfBS(GOa@~fOY@1@9j@T(1o%dE#{xb8{RfPE z>{Gxv&w!DlKGp&I6fny9e$N+1In)P???av>;yqu5J{a_|b5dt{*t7ZR-_c$XwGMz$ z52;?Kaq5?}>U<QthdXMDNr19{o4?Tljy!6!hW1`8O_*V(MVs8CUJ}xcs)h7x2G> z-m^HF)`m=DFAZHuhN|TW&$%-sXHVNc8Fa#N{`ax--}SdvcMr_cblbxNp-p$&mth}> z^y(NI;FrJTx&Et2HI?z#JIoVgnU2Qzt%|C*S14q3(DWYs59pLER-XR7e~;Y8?K$z3 z>AQjNd&*rMFAn?@_!HUBid3fif}WOtSP>jS{9!J~1K!8EHlu5n6{OlLzz=Yq?k@j2 z7{4g?`7AnaU#*hwZ97IV-+h?5(D+=Ydcko)xVKAvoC?P4fbjvJVIPD3iuTX}2J0k>#muLl7wKAi5%b4|e)2H9S8JDX$*X|ZL_HQa>?!3h7VBD< zHJ2KHvFL}KPd}Hu%6b0k(dYk9*^_$Wv2Vez_`XMDAF}xra;|`@5&6!PT(0@i*=!l! z``R7v67we3VZZ{~dZ_ToeWR}Wb#|3gd&ENOmR`rB`LZ-)9M!{uO>UG}Z+FR#I@Tgw%s;)k& z<-YIn_zUMv^^a{l2>m~^^X|5*Nb7s_PeR@{h@MgY&J#I3W$`t!pRV%!&Y}7}_Bk%U z+R;J7pucK*)O$4eN5pINqsT`p`Omuq^bNm*ZUF{80xacM74-Wv@E!7zf<6fO9rG90 zk`IX4I|z1x`Qros3;c|Fz`KAS_I=cs{VhhjDS00H5Bo#F7%%V;zK`~hkKX|!AHO5T z`r!NDbA9rGkmva+ec94VzUQ8QoF{yLzp{J5_p$$x&&7XS{}}n$ugJ&m>6YgOl=BbE zNc?>o?KvPvK+5Jf@O<%SNYdbM4`sP{f#gsKbr46y$~91 zq_0}2Ej%94%1~pztEZ|b;^}_t_D8R>WfD7uia%(sM&R>s9?bBYEhob{Fs%oAfb#)< z1M`9Yi2j{kL_Z(eeqfRKFSS2_%s(@~Osmb~^?(n=Js$i7_$H*RJ)sXqEB=<}_}n$x z96wOIL zgu3EyV!W(aaANsmBuUv<;CoZJo?OkxjrXTI4q6||biaVl0lk1c59{jWM{ColC>bw2 zT8$6!!cE(ort0#yVy^lkBEPbe5^n6F&@AuhZOngrmxG- z-D#SU=xbruds$(V_cG8`;9EA&aYcVVK^n}g-*MIz7EePVlppwYGr&z>9r!u-IvQJj zW#V%U-X#sxf?eePYPa?<#$Pp5y+V8g^nTIxUgl`8;yQZd?A|&%?;gM z$*`#6)%sl9OB$+reRvqX7kj$wIUM-e3ZQo$iOrU0?AO{4ArE8uWC3&k+n8tY$Aj zf2x)jWci*Q+y5C3G3~EwE2h!9U8#^MbzlE8Jgxk&(uHM3`D0aSvv8B)CuEUhKes$x~>(=G%j( z#e6|Fsd@?AZ||dnjoSm=7Uzn|*+4&mZvl(X-(N>PU$v?-tX6`K=emq(-TXQ-!u5XV z#g|=b7`~TyHn%AKQIB0DR`s(4zfT-9*AK$Dab7X+ps!dD@p%@)E>=k zClx;ccvUTr1$o1-Dj#?d`O?2&Rr;IC7yDsMIa*A~L(o5zmvAwik9~xE`TkK*%TsV} zaSj2aJW}MNy?LC0Icf6?zWf8`8}$ME_6Pacw`d>o8^9=s6#EDL!S|6582R`;-SUru zADwzLqwpVGU$~@8{!!9I{sH{rkT+T_X^w8?7yr!SbLCZtY&170deoMGfPMiFh;^B= ziPkGR|6K8yIPL%NSFR4S%I%-p3yRvPKLsod9BU+KE`7YM!s^iA}0*tCD0e`@d_j(&zOqWxZ5^J%Y_ zPHMZnpI8+7fz9i=_z&<=e0-hqwKH2U3@z1oshi^*uTl-_2+h3GpeXYz?%n#EO z2Olf(psAk-%R)bdxO|s+JO%IrqW!3HhWq7gJm{sQ6Pb|wd39Xt$tMIxiozF%mueL zf2rSjCVlpJhXvoH-Y+ZYuG#q9dL+;vDxn7E*iXMMqVnfmLEu*}E4>4=_I%|@=6p5Y z+r&MJ-D@At&y`G3p46NlsOu5*UFAP>4rka7g;MyFeu2w>`rGkeg?_k>2Ya1>Ua0A@ zeC@@=?+m{qAN-Q!XZ~5f1AfU_-cNrI-$g#+v4X#I!g!ymrRxKq;5#B^c)|fQ0OuLM z0~Ypc%|^BPccj>NfaUjX`#-%;#;Fo% zl~>K2v?xRQKTD&31mI85B{r+Mdz^1e!aHU9quOsaznJMArf`?T<`===c=3I)_u6kG ziOP>zxLTg&>U|dU1pFmnQ7qePYLyPT@?_3&Ixfkt>>4w%jkz96SJj@lx4qb3%d0Rh z$Z1$H+FXWo!JA{bW{3aS)l*&-d9JzmwC;H>JdxoP5#&LeV7OI z--{jxe|5%7X3{Qy4!d<4D=^vWTBhzg=sK*aNtdL1Qe)hq`w zH@2C(zog|=;8(D}S+Urj*I1n52u~tLk;`&jJTe4A=Z3?oa5CC{}g>wUT@7 zJkR3$V12pU+|2hXXnk|YtGws4QK<#Am?v|u4fVd#{zW<4aB`oy91rIN@&U-xzz;j- z#i~fI)J}U?fRvyo?Fiu@@4R2IKOOMiO=>4CZ4g)PkmA@M(bI<%H-==MCo> zM7MK)1b*R?UU>Nf6Z@6HICr39YC0^87x`k`W9q1Rv9x|1^0AJnj}-Y%IH&%OZ$9v` z7(eq{Q%K1-!EZv|3H${94zT>*T>=>GB1OIvcE@K$KHfL6j!ylrn*`?*RZT=qn2l?ricm7;?-D4R=-pS*=q*0$5^xYw6WAe^H z`I=1Jzy1PwTp_mKv#`K(FWdfm!M}RZ>!=p9m>>fdr~U9Q<&J_j^fShXO;vkm_(6HRmy3S|-z_{z^f2{#WmA=ok1`^heCgu?5sqEbDt+ zW*yUhz=SxkOcmpKaneCkIuRF-{lu*)Dt0fg^}WEaIrucjzn;zAHl)zv17ww2_g-Az zf9zn*zk;81(7^#4D6L+#)mt0(@<{&tla0KHz$`?M&PA^-JWh^}WEK<9;ANujC+}M;l>ZNc?Lqm&HE9yOinp zuj~*5FTa_4p$2fvv{j`1*@PwLPOZZ#z z@&}4@jeO8EtRH>{jC}kK`i1=r82Lz%FX?+-D&8L_MkspfPqEKX-WNvu$j3gB?fFyu zE@8FK>_@B<@-hE_(@kHyymKLUMxn1dm`|O*F7a9OXW4B>ai_5yB)Ua z>xnENAnL2V47clfI<9|ApbwC8C;<8m#$xU+9O0UmDg$j7hOsnN*wo(Q}s zK7VAQ_V0{)`+jlJOshYFn_AugJcI9w_NK)CYxH4&cfHnI%{WU!hfoRZ3IZL3yxA1b zVxEDAOzUAEiujZ){tVj3dVB5b;0k$HDm(w%T7H82hG~1~C-7Qo>*2nIeFu4nJ(=vU z7skiZbU&Ei7cp+(VePjLz=SAqh zGQB|1W60Yuud=^wX`qjtKX)sT7CV37d$akB)9;>G2VZ?AjDz(v`qw%8iD!1!2}8r) z({iP*K@6bdV2++5!6+aBH@%d77> z+N00Wz(4QT+TCrrw%_}LJ4Tz#?5b3G$Y1bX@iU849ecIjFD*xIC+c8Wm4qHgXP5s> zuXAL5_vpt2aUOxsQy1qkt@4^U?KeTLdr=yo##c(Ej`1ZepdqsszF21KyV@S*+uySm zuH44lU(J*1yW=@Oy+4?iR&Y6$I`DPKT6(!t@;eQ_*{kJr>~{HRx4^0{e*|9qd!d9= zbN)4W-thbd;e7Q__n``EJ}RozkwlKC65bWmQDwB_eDIL2#&`+qit}#PPs{3{+KUx( zxvnYj@0C(~e-`nV!(O7{e7w2BXc>+OdWUIyNWkbH_z=~+d~Y7nQ1kb|BPcIn+kOBr z^6?$O$j9%Xw}A0|z@U$Sk%ImK#`gh(UWxf;@dWOwcRRcnqde#Z>H(i4A29NfA|LX` z0PgQu+e7$Kl!JWHsqbj#+0OU8A zZ;=k0NUJM-%EAiqO!LvF1pW2G<0Ag%>5-q$TI07@#|LY|-*=L2|Eu6nK{t7OQP<*V z^tjIV2E4wO3|AeAWL#U94&hp#68tyX6~zLAY2+JO#^;S*NrtI<6S=?Fy5TPQBJigu zc5gEEEPG|`l?e;U5LNH5@ww&|pJB=mdE&t@g!6|C=I0Fa06qcqfqg#i_N3z^_kf=D zl78DrYO404I6W=b*%<#dsEMKH21WxYLv~lPs?3b^kRlX zMOb_vHNUw3;JfVS5iuXdlH0ReSD2M=n~sB(#IHY*=6pW(i=-$1+8-P47npC+jrXEy z$c&$hj_SBj$IoiV6%J1gbopb$cSXGsu@v@3`2Bz7rvvvTypLmFuzn`rAM+WpdPqND z(?rKDYqjzNhWiihGdS0x*vxhGcDGkrWLdL=V4c37^Ypbj4^ki31a#eWe`0?e7L0)T zJ^M8^zOsV9=<9kP$2y5(lUCDwFNYM^c;~p57jd)NTWihj{(2cK`Ay4jB3P9rzUd7hvQgMZOcZ-?xG9kdOA9u(DTX@w3_}J2Gj1RE$nl zcHh7cs3&1RI?0irdjBS$DF0#D_t?jP(H>Id1IGRpFxwx0KfcTq`KXs}`TfBssua&C z{40+ipT{M?&toFL2mS>A#pic*p9yr(?4z|3nLZo*q0HrWsaNdxag_JvCp}ko_=T*G z(R!L)cpR2j-12(|{$0u5EtiL6u{K7N{%V1zaQ~DwOzmzx@tssX;kWPY0WSX4(N9kk z8vK})-{bwFxsu@{uAR z_+P^RZ2us~SB&-+a=mcve*@pe_=W$hA>kCiWBrhi`9(fp$&I$_KiqAc(3#X0bfIZ&+J^M z_5H&3i!As%#_##k4=;W@FnL95@RP)SlG$eJ!W_ z2VRe&H1gPtI;|5v(Ds41_&dw?m$W~6+{>KxYSW6Jbv&N^gRLZ1El@af``n_)OIp7Q zr<38u09~0M8T5Dv&_Mx%b55{Wl zpKP$(AH9RF4xLM_?QuuGtukN7S@G;Wapm`x5iWo9*av)kWm@eaZ>YG0_+7>&tdz!e zH`R0V#N(VvKEAARdo$JgUHA5v;B}b(Ru1(yaisAcj`v*0I@DZ7S1SKqI49Dtrm4NG zW#N0Z#l_Op-?y)xzv+Dbp!r3)&-_!kKd0Y4tyq~AFy@Eh{6?*RiJ0d~@V#E)^mU*P-j$1UQ;Jw8asuX~agV6gPZU69`6 z??-pTUGFcT@8W&QEB{ZQ^4OQY{YSr%4;cFq87hwTF)tt61$l9mj6^ z6!x#8>Am7me1EmzIB(!LfH!cjk;TfjOsVeaMLzHfeS zz_@|8!Eb_}P@k0vlRtRqQS0^9Q^{175%DZj2-|Aj-WXLcTD)TpaJ|1c+N(H=-g|TN zn@u|$&~^*+gdYrZJmDOlDIafHxZgmJ`{DA3l=+XjoPl8ez!5L*Mec7QKjMv)qQI9J zH}Deh8h!_ieEhzT>%X6EM6W2n6jB}!{{%UyD97*z%43~zesJEM`8UbK@=*@?;7{r* zd6MtZ{t<(?&<*Z(zYMY1hF-@^q9TWt9U=qvE5Sf3tSXsGq(81mIF(oHQGlWN}UQ)-~L zFGD+ydt&Zr8kJbRydRj>bNkmZqYH8I_0{;`4;b_x`~Xr`EO+*plcb5#kH9)L_>66n+OnD%Xt(ePscG{oLhNp1NBOF#S$7 zzc?qL!{X;{3$#CRw3pgAA6Qq=A)I5#Kaell>$6VVpI~18SMN#CPk}xM_N$z(3N-3u zyFTAHn4}+gJZXEsIPJy+yN)P7i-&%e`>_hkgq5g&cT(#fE>4 zKF!1Vxs?5BiTyeyjP~H~S*IeX@Q=mprhZiCMd%an=&R&M*NKeB)=a~o7mjscfZWH| z3Gh4efq#MD03#oG)(KajfRUp9T7eLP=+m4bS{tt7!!^+H(}15)5BLM)1B`s6z!#GL z@^krfmF?%DD35asehuRXjB-eQ^T&(#ictMM?03}n)epx0L_YK_0HYnG$WJ%F`0<1< znq(w?v5ZUKqKt{Y1?ZiF4z!v@4}@%-5YPOt!XLp0TyO0In_mQe1RZ4SBjhqyD{b4< zxzDFsf43ih$H-y(Uj^Rr;){Y`sehi(SEL`+-fE%8q{@$~Wi?mzL>$OLA+Gl_v@41+ ze+0puMvVS>%W?w!y93pMCGtOI{u72zy8MaiT#IjZ^{>eZvg&-yb%4vda(ZG zu66et5-|3UDnlplCjPR++E0yXd*CxgdG;P*R?pWzz)h{U0e%ek2G%W4iMFdr@_;v& zRCwx$eh<7x*##=xZ7+#=6T@NtWnbw0-PdQD9Myi}rU`pxbG=clv+(D`_+hj0`RWnn zq~I^XPkEoesJwABa>l%FQ%7$i)73h3WbA4A@?lzE80QP?DT}eVcS}Br-tyQqGD_7G zabs8aH|(cny`kzg<$8(L`cv@F;Qz3nM6u2>w7|@XtqR3`qxGHsTYAP=SI|4~i=|cn zz4nXsVe^kkBI(ujjIt z^txZfjjYl{nM>@`_R&&~W4d4L`zZJavwdb+pgZCnft|kqH6Nu^>ey#3;^>Kg3H~%2 zUuyKL%A}}Yb(G5=S^VU&oF9vgpu_lqCIe_Up`iSf)VK2TCkwi%rqL4m##>ux{up!) z`QUG{e!$zlFv=r!=G*U&sE=~M=YWwf=F!WK7+~b1ysRHYg*=kQ7XUt!?dQ}m$|FTS z^rtT=`7ORL=t)$6it@lC$j5mFjB-ew`TlgL&{wXj?d<@gJkAwh%pYK!1GI;Hz$k|l z`M&d;ZhpFYk219~3O~*D&nme1=?bagr@<$&d8elyBqjV_yy~#-cQ26a3b9Y!Q((}Z zJ2pS<;1{u2)_58`;MZHFV%{U|)NgAz-}qy1Eq?{R1HU7R(I%9>_byr}tU&>b(nDsWiO6C_I6!$EHLD05$Se3IM$h}XO%c6|3z!oMY+ zuo-@~EX*@Uuf-(A71kr{mP}p zhxjA-@4w@M|H8Pj{%m|v`wp)mX9i0<9`F?hW^+R`Q$3`(AnacuKUr_;XWnh^hkXZr z+KXR_E`EuSjmKEQ54|Vw;QQ0y{oJnJER~|TI{$c{T*$n<3F{-`s zIfC3Ri4&B^P3yVeBfwANzUno;$O2DxCjE~7wClq{2ekfqaqjoBa*FW`V$X(5pg%nM z`Skj4ogL5I!iednVm=jY<5y~elv-no4wS=swd zRU2>^rw>ca-|um6k#yhRWq*frCO$uT8I8TOY|oh~E68Nk-VLtj^Qd`ym{0H-rPO!I zsub%hK>93AdgZB-W%@26lT?0Y{;+Uifc8I9M*WWUm0&p<^`^Y9;~Yu94=s%MC(euH zlbRdW^S!V8(Q>MPGkp$$ci#x3&>!Wmb*%uI8`F8{yt)lmuZ+$ z?i*a+w4m$0QPAYR;l(#%%GoBFNV5eTtkB`X1(H=E>bYl_05RFVZ$NJE#m{-($o~4A8yv3FI_P7Yrz@?f5F+n99;rk_YJH+D;n~}(_?7cU%J)omg7?` zZ$8fva#eHt6YL|2hXS>|3;0UMyf8j6YU2~rZ!O!Z{Y(s0`ggwf4F?}#RbURAT8GE9 zT(08{#B;>P>l~`y+iOaD6b6HS z0WYa(()~t0@CfpeA|Ei$KVX?}$BV*wg+DTJ?_+TmaIR1f{ES!^mJj+a?!gSk{ziH9 zPwZ2j@2C7#G@&Sm{f6@R9Vzw)+QaX@<$c>vw|w#R{F+5F3cb&ke)*yUPerbv11j9k zclW9-UrglqW|d9vfqy}#ZIMP9l z?-n!TY))jT zy=7cU(7&|Cl|)<*(0}k9UVLJ5+0w^J(!bccuBY%#`k9s&KL0K!};x$<%RO77tR4-)I;jXXYX$! zp2-sXKJhVkSi@k`q96z#G2<0yywgV*{8Y&`Hhfj% z0rPbL{Q{mboloC-*jLd1_1f1m4(iya=4bmhM%#Pe7lGW|_UvBsdA0B-LrD24Bj0LK zI#J)F?{dG@<;~-uV!h<}O!u|h{|n@we{kXnu`Fq^eF#4Lp9}|RuOce@zqMFkQ@CAMV9srEPXXg;*Bt7$&_Jx{$g1*6@zMn3SdcN&R*!IT?81%9Ze;{Q30|8@v&hJ&x z`S=|v))laC`+6PH`+oQS?7zY?3Vr4Jg2i3$cg0QK?{MC{@VC&*iT!2cW8B|qF?Dd( zGPJPzj4jWDz7z10STE*3-}MBN{*u0?uSOz?ed}a$I(w1>Q{HsSIEP}=a0;#vYA~$ zpl8rqFkJ`Ci^MnPemu~B*p*`+!yXOu%KDcyx%KDd?7u`_3HlFuDd$i9A25G>Nv3F^00rOn)9jXC+HL2IUz5@zF_SItX(*n(t;lbjl4BU$BpaCy18^zxJzFU z-xd8Fuz&{SUo~NB*kS!XKZxto%`cPc^PakWZQEVTd%dY1tYtyYDfDxi8rqfrjlaQ% z%V&zG_#Rr34|I1peW3i)3I90SA8$VC4~O~V#r^`GSKG$|{ss)Z4EP+!?+-fb`uH9E z#d(zveg=3C<>Y&3RW08Eo2{7;qVC3WbfRT^XHy`7DSb1l@KYd;4&p{pmSk|}s zJACg|RUWXfJv91-6#EJ=_6zFc_jJoY8kc+Wm5jolas4WP7k}n&!k+=Jc;TgxE{~3- zrIq|6k0O9?DEWse-HcQVCHzjkWb%RpB}v1wE3+VM|+{_&q5lVz&ja8BR1nafQ; zkK{h_*ZNhU3rN}LJ&%R&CxMGPws~y!4((s>Dz^(P5<$T~g8u=`>V?GqIfy*v6aS~K zil2%31D}EVVmMJXs7S4STJDeYV>+LhFPww4)id>j>Z=EKSKr^kzc~2Mnd_-%TZz+W z3T@QySp%50dB4bT&7XnJLhi!mBk9sbW*1-a`^P#?o~-@29ODjdPK9axD)58Yr(zy| zoJ#|q+16ufpI8zoC)Vo79W8fz{{J)mv#cjod((y9l6iY!s$LAg=dTOV@2%jsocrY| zDvLkb2;;`SPTRVh^R3ut*q;xlxBe;8Td~ee9PFp&c{DK@EPcns29AFCbfC+=h%uLk`VR5 zuH4^w4!8c07k#m6G})u%iKl~VsCrX516jyCejd)D+()K(+p>TU?{h@K;wyoEfj$9d z-J&IGMUr=(s9(PE&d&(&T5+xqeYb-#9<8XxC+r87JZD(%g!Wqw|31KfkTama?DNTE z_D`U1e7rHKc>P4OUA0$&`@_uIU5)(iL^>xX(skuUpmlU!5t02t+v>UkQceo3o+$FmjckIpFgn!mrM(Y^!c z%j>)+t_YhzFZ=itALQdt9DF4Bez6+O*3gg*E9(ceTtZ$`%kv@M532`heNWH_oEK5- z-YiOYWUt(2=1d)5HGJ~A!#B1>xcqrK+KX68J;Q&m^!=nL5~12_$^C#%F_#zhQT5_D zL%_}t@H6HE_(B$|PhU`SP~c0*LCyHWI4uVS|7BLs7oT0%_THd-&VJUQM`ksfTw?Wp zg7GkGnb+$KDQ!p}?6?mc?Q%Q0wDuG91af`!hs|fJ(f5N%cTeVC8|rd`j#+k z&$7TT2>kMGLHRz$J`Viu*k@~Fs9eWHeGdfwF&m%nd;N8i)_Qnf!TXG(pUi)GRQx+f z-fz8z%#$6qejmzSZdZkAeNV`Tz2;N!6VEICFZ_O=gz>_EKJz z&t=~M{!R?%IExQ+;LeBV_e{}tF9$fioo;StGegbGx13%KG_6-i$KwTkdHDS*W&4f= z{9G{q-q5$geM|1AoYMczhzL#px^ev}CWn#v*9q{A8iu})As_ew`ACtEbLk7C98%=t zz9r$i1m^|ikRsm+KkPl&pN4X|RIV^>AAn%TPB{2CAI@J7BuDZd9ZeUsBq&)f3jj6FJDA^aVfwuki*<&FJm`tsX%wVf^O z865YJ=aG!CP%Kf(Jm@Dp1%dh>EPxqReM;eIS`Bz}LHxwGBY zw7fC@i~Rz6j`w)@GjZ&f_^E2Y9MXP~K#xu56W;@0VOkIK1$}hWdXwY^w_0#J+H(U_ zkdLJ7zq`BQzrJKxe`d`HT81C6tpljshZU)yBh1ey#s#{fnz!Hw5BZ=2$j5ng=KHDn zMk(9hH}EC=RRgw5%D;dgg?xp@d%2Ttgt8HHa= zhkOY4cbt1MtBKJxMA-uuQ5m26*aL%K^rGXz`&Z7Pt)k9ejaqbo3{}hX_$U@=y^@<> z^r|QPetR-SZ5V7#AbnN6_qo07_vZW}?2l*idz+`9i(dr(WuF)JkEfOV1bk&`%x9FdN4+7l;pT_!`dv}sYy{qJH1pY~|(NEMgrdQZUILD@R z0P-z)-fL)n5x;xwm*Ch-QFPd$UmlBJ`WacP_DeWt`~qGw?kB#>$p*K3!g%ps?6}V` zzadc->NM-nWP$c?vRn9z33Ks_*iWKcOb%jwT&ClbZ%@&7nz7vf-#$}$1~ax$177^xbf-q3;I%8T_}`I^+&~Wa57;{z~fhi?98G`Fjld z{|6&epWG^u0>6>6e5eU0=*%9m2JbktM?B2mM~?KTKZtlCH8qTJ0WYcLw7?G_A9w`$ zlHS8U4*t*V_idCzeZV-cfPM3EzTW0|azsOVQ}G)(2dD>r!}t9j`w-;-qrdnau&+Lv zZ+`%zJnAFW>y%!4e>>sRTp5Mlb9;d_#_Isy1HKdU>}f&6KYQw!f4 zTRsGOfprmS=ro#bV%ZVHx_m@JRmNR@uC5Hw@*&V0FZvrYrSD6G-oIKm=F4}rzps6q zZ#>rD^&aHF!%VIeHQ$ES2!XZF`37EMgRHhDUS~ZybC<*T!+T=bL9^g{Dt&~o5zr@x#QrP(Fyx8cw&%4tCLdl`WIpZ_=cj{#ABNT2Gd$jGFzJXSv4)8LprG{sepoex#uK9>&4I zxWJvkBzEngF=vOa(t4Kds}y09vj~^}56G+dXQJlCQJz{!iQ3+SUYqmuwK>&|`-y#w z`!)Cj@E4ACpR!cP*~9PuD}Q^CKSF*2d?@CF`NyynpEp<2%I$;hhPvcKm^W50a^u?`vT?$(Pa;NsN^l;^v1?6eYGOagR&C5`(cfNWcg}kh!`W^V5fr(9iJ5HJ@`&6_i?Nd$Po89NZte{O;R->@Vb}`@Qx4 ziQk)M6n;7#_8q`$ILCZ`SNEAfOLQy0_-7XX4)z_BIl+6>_HO|`6MTqVmyR@Q@Tl)M ze`o7St;s(<^QgWNnxFQj<5)|p-)tIH^M|B){!t`S{TR>XXD!Y38(&uSMBE=!zpcro zw7vz-g%N)Kn|heP+^QeoA0=3mhOC-(BZr;^unBf4L)j-UT|2!gTiBv$uA*%l_7@UdWV_?MY=t zCvh*hr~Ekh^3x7}#mY?O{Mh!lavedk~Bp^)P=29QGveKT(CEocz8oY}0e> z7km%(kYas(^Z&j-wmdA|^z7)^!0Z``o)vZ3cN8_T?*P8RdWbY=0)0?uM7ODDE|6>r zA-=Gs{F40hZ21uI7VrYA7kqZ`T$(#r`kCynK3JOjVcc%Zhd|G~>%G~2Jf-13^iDoE zUdwr6c%1ad&Hcsn@E!o;bAca#cb#~&7A^3yj6;NbUFzg6zWBn=^&SK~B)YYB2L0|| z;*S9LHOTjz^HPY4{?dYtFn@TjO)WkI-Z8C*eIf4$dGvb__yezdboBgLtI44Ur;qen zvR~Wz59IOHUmdLVhyI3Mhi-cEdGg+dtU-hO?IjpDSI^jc!rYGt_!NnsO!cbVax-6g zhW^TJ97sb-{*VC9QCoh+tzKv9t9k+T3K~H;^zA)xn6k~Fim04(nc}?4^3b1QdaFMFkdOYa zamQ>4x4 zt(TuL)d%pzcTx4OaR&au0M~mN=%y&PZ!?YWb7pUaKh9|X=grGxx)5K){JjNy3+@Z1 z^c#GX+@G0U{E&lgoLNMF@3-;Fss@Q<9*xV@+K{T}0%_xrTV!O<^_+p+E!R#4f!U0M%R;<2K}^9gZ+FncIJ^xhqQ`R$=Ct!T2=gSXy&u7%GIGR-W;7g;fEYtcw&vX8(YM6^3 z^5RQ{Ur$eNrdZ3oU0=@?R z1&n;8$QSV!e`rjztN4Y$qbMiONg0||^2_`LJ?m(Oxl|A8?7r;t}wW?_5Up0wpvpr2SLk;cuU$vyK9 z%``ujysR=7aJ`RWwtp?iOC0$6Pz;S4xVQYl{0qroRc~GO_sJp4?f(>bOBB1z{1X<* z@q33wvM|r`yqWU_&_~$I<>Y6db@6BT zu9${)3+b+03oq{M8&ALoH0Sp8H5#RHeCG54{OL5Mk7-74OS|6Pz^_6+gL5I5xi)Q8 zH>&)CB5~Re*sQHA;LnVRl=YdcSl$jobx){b*}3=*SQwA_1u`ndIk8oP7Hq*i7zUPOO^!jL*Ww_Xg#4)&f^6B zg7a|9N1lc}j`8T_OY=prj0NYDp_6Xw5-r!xEnZ@&T;)gCtM{yDQ^g_U|7E{oNS5?6 z?^%U|_=z$PKcf9}`aP`v3HZ%`Q(&)EKFOAYAHXlvBTqTMgBQq;HRq50;CJ$zPktxm z`@y=F74?-``Aex*-=vE&XuLO7P@i)Ed;)LesYe=F9&g|OC}(`p^JAZ>7nFziu>!xB zeY|yh#Z!s@$fvzM=ahSeT<^?F5NEnpBCajpwHlKy-(TA zMa^XczZ|{wHERboUxvBA3@vtmb-kY`CO5( z`Q;~?#J}J}FY9Uj(U#754E?{6`uw=Ii+=w&Xyqx~pW(CQ{E~MS`oun7QuuzU(V@p2(Bv z2e=7_g&y1gl;6|*%1@41dX2n?dFXME24ruj;%me2;ey^snJ3fJ50|@~Thd zdwl7GO}ak5(Z-KEUv+n$s~j>jk$FS!+|JP!8wU=0$$J^{8s?$aMakQ;AKiT8x~C@l z&+CQqyb{We^t03$eQNM;P_2*%(p8Db+ftQWUizNwkcdGD<%Kk2&`c>fP2z*d8 zUDT~J>Cm{ZLiTq_lcmDb3n6~-g!knlV@1bv_LhI@igkWpvppS@pYGK?t-dhlJ(6#z zEDmo9?Aq=$?RH5jaQ~elei6C>pChXc_^$nz{`TabpPu|@D4udD^?q5RY>a*t?Pa^9 zyU(32f^ODZ`Vqio;XLCz;NKPBanI&nnb&sU4b~5SEMotp|EZim3SS)8ak76~Fi~$< z>oWUSKHN2iUks;n-m8=Cy1-`!c=7)|U)#Wp6Fdul2|op$*VT^B6g$cmi?8zFa_c8& zzw%f3%MCI5RT1<1=|!>4*fYWp26}bw@6U{b_XhY&_&@eTjx*!+-Jh>*ZTus$??HUr zv+@aN?s7cfA;7Dy?`@e`$m_0E@{ys9WBA3e^LIFX!9IWB)xX^ONu9k`PPtc_i+y;m zyFDs!th)Phm8*Tz?kxE0;2c%5@wefJ!_T|&&rol{%a87A^RD%`Tu!?4T0hj?KLh)$ z*od;y4hen{{VLX5!{-g@LZ{x2MEI~Vim=spms9e+yyA)RLC4-(Mlbs0{8aAxRoZ`K zaT$kO#rLh&Cy*aWe*%I1)0N_O_1^bNSL;s)yaXOK!|+a=552E3Kibny>u)vgYUNAd zA4VRf%IBCT#y54QQ^*ratAo;}QOx_D z8BUNKN)s8zUnO)nukRI%pYsVFfi57IlpQ9oZhV!I*JWG%qu@Ndzu(axc)*o!gI@r@ z!5_dc@Ljzy3uTxE;IWTk&{zZ>7VWiNhw4dVlU|sSruX9~b)+?|3Ks)w<`%6MF5f3=j*`*7_ zOJBeF$Ae>6+4x4y)xu0qjp2tP+DWR_JokstyXNyFP&%iTs zoU{Mjv)dZ|^rRV!o%{;ctuz(lu&bxex^@M+dzX4w5=fy2MK40s7Q1AJkBWC$i zOn(RW$iG+e+h3fOpCO+Dp7iG%PZ45gsXyl)8sSei{Z&+O-K&>~*017TDXS%QF0sr{ z**Sgtd($%Q{UBSd%ce%o=OJ<*T={3uWBsny2dPnR{s_dKAFsFX2#=fj4N!gze(jd$ zaRzwMU60{0)88<~f9&iQG)W9F7j1L*elS+z}YCmRr9+|Y&mp}@?d=K@1dMG+OwYI19@Hv z0X}B_UyOu>ACE%Kyf%y{vo@c~2OfOuFy7y}q|| z+se7M2U~r(3zh!eM9qBelK#T2k?{H5Apd|Iny8bMEnKw9p*(U zmoMq??|c2-<~^EyQek&4xcYqO{-8_TgWc#)$e$SJp8ev!7j|DrU;1EE|E0mlH$7D1 z75jdA-_{n{*RJgyBVUA1(BQFtvh_d7IP>a{o$rB<;J>*qFzx^xi-;io-}lE3KMlXi zxtHV1=rI5DwJ8(2)X2Uu)7rOeRq^;5gzPuDKQezkuiwXsz0W+=qGaYStLGWOi+j8t zzQ=mH!AnTbGk~*VR=&vlFy~i}GjrkU;Uaxc+cw)*&$E6#hTL;=;uSZg3iv_zRmP*| zm;9_4ZtM<#KXuI?y!nb4`6A~2VeoeCxm>o4ug>vH^;jK4JSo^rGH|K49(b{6yze@+$6_$rwc zx+JriO*0l+`NsfLepvg3?c%&Hz)RlnuIKeP{avB-5U1v5?^`)nea$NB0EfkM*Yg_* zzg}2WR^^?^AM~NqrhBiHDqn^?_@ED+i{=-}Q%-y68~FgA9PwEXekV^kzX$n>qOEx! z5Aygc!QMAcP@j}@7MTyp&lzuUj?0Qc>i&3pNZ%9uMSpyUG_pM2`ridF1m%@%yd}m% zIo~0roIK~9_4vlb&mzA_@o)cbCaBN3qa64qPd!q~$phEq*$?s-4u_au@~c0v>w;Nl zohtmj@;8>xc#hC5Qn{*`oibbc#B;>oSl_64j_^lec&cWDx(ofZZ8bixJoR;J?{b@Z z&VSThe%8Zm>jd?lDE$LKH{sX8W4hYjbg{hbSu5`tzs>4BX@0xn70!4O`WwKfyZjUW zL7~N}9jjP*IdsHKBS=aP5x>W0rT(_&1N(lNoG1y~mfkV`#=_P!;mbB}`bAgId}i&s zY#R@En~Hm%TF-fY@b_BYA^ior(fjRLtPA)6x(Pqa{_6?eJzKQ@uvgZYoy)9W`k9@o z|FPk%6dO+-zBg=s;>@4kI!XK^SN*{dpBL<3d<=gd$(K|S!G=Wh+j-X;0WZ0&XY9R> z`vCWsuysj#{M$KxTH46gkKX&7KQqpsm zM2{=Ss*`#;!i(n(HRF6t`NI%BV(eXjLtRbWEH)Xw3qI(-!*_We>kQpFxjZs=fBlmc zev$q3a@2_eg&oAeZ zJncv+ho2z6P0%0m&BDf>Bwo;tG-zMg{tlc+mJ>f9PE1$muYXVTy^#Dc=HVZZRWCl3=zTuzTY>*DdY_Ttx3uvbiyH#FG%B7W^f%%hOaCM7 z4`kQx+yCw4I#t>x9z^8RiD+_>V!&Za+oACUUQ ztON8sVw@Mw6%YRP<>dFb?Y8mO`esN+BHz3FOM;HVZ@Y~%GmCW#&SMz?o{XetW-{G| zihd2AX*{mbHveVw(-3u!c(uRP7X;sv2Gy#HjlIwNrv8_ktp1k{Tlh_r82eV>Mz#Cq zj5U5MqZbEUD0g~!i5moCLp}!_>S~X^B+>@Y`{lwJ8?7I{!P4wL@d{V|Hx$32h4QcUj;kNOSbwx9 z=Pz=%Z|$V`2^s(S6Ql2cr^-t`punF*nc#g-;!CqEhQA2WU+^2{oHN>!r<@dg6T~lU zX5|q|ZBpq4aqegzo##8GlymO*J&WsrTh8ymBYEJAJn+N! z*k8)YQ_k-NeouUVNU<)b6917;`_`~`1(sH7Kn)f1hSvIH$V(yr8t*84bX!P25BwEI zhmzA?UG1-Wt^S}rpRKU=t@V_^O6vJQ$DyO7y3^Kkg&5GSd)d;1{d>$P{;lMxbKKt( zuQTnm9_YU0nD<2Rzpl1BUHVfWmh|=qQ~k=O-H)kXbl5twO$`4LL7$}_;aC3RA)F*LU&sh6wD0N{C*WmtkE7o}MJJoML?e^9NW$h>~W{u$rTwsNKp>b>plo>txfKfwHD zyM#5Z+WBdBH7hh>!C3zZ)88iP4mRzfZZYws!`fx0|8%Q=cIUOt|JwJajt=zqrS91RwJ~Qt&N#_9HT1 zMqn@TypiX?&ru)zL_3{I{6RVSh;o^s9D5F}-*;LXGZMxZf zqB&Q5mvcsaekbKz06$87@{wZo%=dWDi+!J?KHnh)o}$YO%rBnRp;^yUiC@g;`xN*p z3@_K*Tkb}Gn$bTy*IX!PMd_b`mq_(~&3Z}HyzJ1e$L^lxcQG6I=o3^_8-EY}=%k$KG(R+Pj_{A`}Ow}{SP7-I|HgLs=r~YN*<|y}J z{r+};?_*rrA5`;d`Q~q+>&WB6-u<+{kj&(BXOAuy(kJ>!+Z*+E>@WIVE6&QR;7^gG z=tUhlR-_rfYR{Whu4??MLHAC;FAf?!A;+&|;sn7D|F`1l0oMWkFJt|oAb(;!dO8a; zMcRr+*>_}&uyzvPbUrZf*lPFt+BmZ=b=39Z_Yl8$V)tUkteIq8e`(vMfjzN5J zuMBQo#*38?g|(}9%N1!N`^-0fsB_;E{{gd6HKe=xX=j^wmhw07OxQhI)W34CpEGz% zN|W^=`^~v3ZeC$``F|_ZpXO_acCqpy_!#=t)h?bZ{ej=Rv_X%>eu8P2UQP-a%DcuL z$b!4tzkf4tjennXm1l(D0{J!c9(o!nAG$`Q`%}B5oIc;iw^@@SH5z{F z6(b)CgR`{h%|7+HM{}>u?>#zLPgnh=Xg%PAR=)`P8?g_y=ZfryuYbGs+$mOGQ+Td) zBsi{@fFD8L!#V|ETv_b+CB0VaIa$_@Vx_i+b+=1Ko-MyY_yl0)5 z-d7O8c(W4+1^@B3sduJ6d4G?Fe!0VM{1}pt!Q}Foh zQgLoix0v^!u=WGej*SsDKW}&LjCvV9{;NtVKU8PApa1rzKlMzj{Hj2Am>2k6SG#kj z(5Za);P>Dh6mrCG`G5C_rrYob(4|QHU0Qr${1PyalEyCq^q6}u<#Jv{@A^;}J%LcX zm_W{X;s5jbLAQc)TR2AlG?H%D5BA|7;0J+m!Cyr1hb`ua0T;ac))Dc(zgz>3=au_# z^bMz>MS3 zc>R+i=hYpx9&SI`#w-4|e7Bbl6?K<;0G|PVKH|fVK)=J+C2f)P>)GJLr^`+qZvA?m z`R&K+R~&HX(?BB|o^@>Q^4-sEIzU1*Hx4v!l6%UXB8v(fwR z%0Gc;(VIOv|CD@iRJF~ASuK@5g{Ee0o;C1jc`G|Fp8Or%RnturLA$uY4 zBK4#5CvK1aZk(VU=jCL1-fK##XGrM}3_L*nV4us1(xx2#C_%lCtPjaos84^FnsR>U z98nIulBXVNWO=;Rp9b!zM|<{}JmsX67g!$Ca{H2jr;0pA*$3s5KLf9DKJ_|F|DwrN zXa0R?yYzEp3ic>_;Bm418F*5*)A5@#M%KM+`u%I{`^#(c5I{1n4yUEC0UjPvB$U*tI5^)aC<0lunW^@ZUhD3{~h z^3osk{IcsZ&v|0cCToxXy|N=L-#>;w3!7ici+$SoIVO${{87_9#?gWAA>M}Dy2RQ) z(LeGI_)HB}J7>?f>B$bi2wKBIzIEKNWrsehIkHTG=v}ZraQ;(GL z0`q6BX3Rfj~EvFsr+&a_mZ8oe>1sP!WvsnI&_OhDx&y?2VK-#A_4D-90cG`}AdUt1jskLd> zUl|(g3+YqCe}?fB86^{*^V55+-q!H7c|P(6mw+q}jrKR*(RUtRad#q#B=qH}-9SAunM_2(Lj8^ikn z^bYwM`=m$OHeIY564(PRGDGh!wXg?1>K+dqct_8XbvhwGc-kycvsvRC%Spd28K%Ex zGK|8aAM+~*3)yqQznISk$(iHDfDM<*k{0oI8Jp z|DHyQAv)4qX#4k)Jw%{iTQbm-OzUp=vx7c(o^{Z8YG`9y9`G~xd(XSRGkA~hgU`r= zZ@?eqDJP{|J)f$$0o#l{9(aIy^hbH{y*NQR{Mm=5eNcYH&r$c_o+-8-=ZNxX{UhL> za^RAF$WzYmK|apN*Xr8$QOZdz91JnPfvK`};KO={C;TxP@-*V(sgA4~73R(+`qiPl=zGmAmSVLp%Lt zreJ5UxEXbm2gLAaVQ^OS+ykS;S3};|xb%*9tet9S>DJ-TpOT#MM0wL+l6oL}z*T>7 zdlquv0A9*i|CtHqdlB&2ZGp%se8G!n4cK7)6&?S#{JTN=$uafex5Cc*@2#Jm&_-t%1A$0?uEs?_~w=q4>iLThFwH!=4n`HLm*k@wn;!P}5&e*v7X=+_~{e!n=%g0fQLTKE>mNc^)EjBA^GR0TKfRxiL9?2XF`*A-tddQ6}+3n z=cPzCZp(rO)*g`i5a&X+%kG`@k-y!<$>g4tH~uy=k$nKKyTMDWU4dJ>>@4`%*R;P1 zSNnX=8?HCh^NJh!Yq}4T zXnS}0EA@2+SsqmMJm4F6B~Lji<=DsXRPUdgLi+90W1n`Ja`N%UzMVYdAy0c!%E_}I zq( z1K)(vwW?!_P7s&;(e`~WV~e$S%a&$x`wxZUtAHmW=u1M9$o}||Ia9xyZ}qZnXe$36 z>k(t$9??!T7T$`+Pj|04%lU2@~5zSlvz2MOdTTHpYWZ-{oN0I4?S}oXXN|}TYAPilIp>VRw78xX^8x9n05f` zE;ozp&s|@Qeb?@#UaD{9L&ysv#wqzI(oS$6u%iES1>QyI8~CR{tG+qA>o) z`|RPC{>nvXCHCvK&gXnSkv?nry6tsh?As&y^Q2#=rf2lLJ^57|H%MwlW_NyuNAhh9%< zA35OIO{r6x&$f0CuPXv8^_8OKLlN^!yIS1eF16_;AH3rOPs;7?m}ahV4l@(k-=8&L zU+)Mn*;(u#e1PkDhu_-&AMF)$_lGo9J)lYd{(q|PbnYXTsDb>{T_kDyUSDW^E}0MX zt1cAZD1K~S==~6SVUDL4887-^V81BwJLTX}@G!rVr<~uxgF$($zCHCQCl5X&&-clL zf7ElL^5^}XdH>V?I?L8J{N=GgUL)ljwC7y&9nKHs{7#;7eh=~?c@KHYNofyUXn3ue zV*N1zXVfQ8eSRmka8giyu~L=I-A@&MQOQ4w$H+g5=SBVzNk5v4R{iIt)RF!X@Za4~ zy$h}l@r%%h2)xy4vB;URcYrUA zd6|`)e5BsL?sNB}G{E$?LIKWAJ!9k_@Ts!efOpHT^>2tTk-6%z9X{hw;Sd&$y3`Th zh3q8*xOdl&fW8OkqD&0GNVyzma@(y&A79F~S?8c#;XIF%bLfhf;orC~!Y@Y98?)wK zyCLG|@^Le^PFiQ(Hu248e{=w9A+Hsu7H1d}5rr;?fZ*l9-^Byqmjwt^*QjZb&416STD65Su zHsT?%!|3lo@8zpmmv_fC&hx$lpYX@%4{#sQ!+LU|ID2@-rY*f?K77eV${zF{SH8jX z;CnT_+8`Xq8SM}8h<|cJP3FV>K7K|X-7&q^bmOs<-il=tUvosy&!+Yr<~u( zQ_k-NeqZQW`;&7{75b{=F=b-tYZ({%iaaKQzREZkUyOh0y)Qr6=f@kyIa$d^YKHW6 zxbKD0g8>&`b-O>H#+Y_>N3F1NYrj?T*3S#QFF@zQGhxGG3Ab(RqBVqezF0KkCi;;UU#~TeO-bAuw^~0JO+7xwV&%mkNzqBIbUiQVYqv;zLO|||8KUNR!(tjTG82L&B zf7D}&z+W_Sx`*=UFPeGh4X!;8eh+`R$Pn8Pjk>9{qMD({hQ`9wnCcz8;EkBdsWB7oR^DAX? z$d?i1sYgnAJN-_5UBGusc>w2#dO?42LZ35P&U~&n{+Y>BpA>kdT-%d%>>(%zz9?rr zBl%QH=q0_MV62EEzTz=zAxcfN-|6%{Y zI&go4-pcVEPR{wvKYY#XxT3GWWTrg$4&WV$yWPrH{!kXZ=JHM zY|Q%<@U1@o!IDS+&)N9_XTiPIF&f8>1Y z_z2Rk*84^uRIvvO7Z$PkfL_H}ebH$8MV|Kb2fR~WT`h$VbF#GGzQ`2(F{H+hA;m-T z2IySaz2&8ZLD~MquWF@jI=0^GB|fI^A0jp$7W7E=m-M*wV zew+vHW3KIxLmV@oeel+h*uKNz0LFZlD4Guc?G@g|58@F~}S$`DhOPrh^%U%EDfRc~g(?{$x`l`gE z2;zZXZR1lgFX)OHwnzVzLkB45+(nj${M}HGa`NC?@6}7_f2$}W%R}Si{8LU!d!3j1#2>5mlksplht#9J_GcYd{%KVG zfS;@?Xa~GUe~)tDlYI300Z;4?^$N@{uCIM>-&2KORPva7>I)-Z4Wm~@&q~_6Hjpdi z_{9uDh?d7dAH(ou!qI;(@mJoz>cFcHe{ApNXDfd{6$V&;+2C>LlHSj+Uli?MUG(=O zkB8#E?~(3z#;2s%_bKo$bV;|{I8}Im*UgB3HN$UX07F?#pVmLtUp9D6S35jHDtdH`>jp8j}@PCR#!*7<#|_|cKa0GS<=Dsi{SZ)ah^L~By|3>)m_z>`Ml@rcpPh6 zSa}TmWf)yuwfL(01@RoH!((O~$o{Uqqf3ejd)h zXrZ5dU_qmtIxktj(;Jo8Xsx?m1?Q}^nxKrA?KZzy`);>(yR+CI^d#Ze;r}Ae?apc9 zt8ZTY#Jk~joZ&bJTyD+Pht>;=`u8pCkAzrfzn)d9T1$8Txr0o*N(wRk<%)Ns^@Z{uKULEcDYw(-R;Crz z#5?yALo~zKQar2li3ju)zZv;{Ag}6b`7Mp#KI~%kYoP;XT3#K^Fg3U3!Mb8U9peAM z%aqd|{7F72M?VSqT%4es6#fZ(0lborE~gzS<>bKw@Sk0kKl6Fbjs9+RLA_vnNBnN4 zoIL$gk38l4P71s$vii)Imx)W&fFyhb^(zYM1^GBz&hNkz<@{b?e(}0#k9Is&_(dgO zEES{ARLVu4349FRmg`$IbHPwi&*%$ZXc&&VQToEjpODk&eMxR7GG^WP($~YD^ZT+< z!(`yqXJYNk!tU|OU8;BWb2=3tTe0eRzmI7be|5VDrw$D1Gr>=VwaaoB_&2*IAWaHjYQ7M<2|!RO!luZ?WU>tZMWX)Oy@2)?E<{f*7A$+ z3#?C2?aF_Qor)Ws%S>!&=9jJHwY%?*(Pv_wvRX!ik2k=H_37yOs(;GmlUesQ&D zyVSmKfggbnp_2=I>%*iwe~{b zEwhXkzBmuS8|9>wgBSRn^G7+qlc${DNu$d@iSU0ICl0B5e2LzMUkJ&+7+-Wb@W=Pb zQ=i{SfuG>MQpBzg<&2MVelIZparnx!I-Dx}hq717C;!2{E{v|H9WUC_Z{M+YnMQx_ z^Gg^6c!`eN6w)7pUm=zIa`wfC28*dbJh=V5qpL0dQBs)!m58-hVjp$7<4NI7Sn%@W z?T7k3O+gj)zB%7r-%*%$zbnKy?(P`=!xWn&O(gtLt>?Xyr`vn)80A;yG532mbOHEu z!?&JS#f(7vzd!#LE3X3Yvmdfr!rQ&~t}S_6V1LT~?2%^9-Osu#Mt_L*vR%zLmTdQP zo_VT8$;@3A-;UG_!THYo74zfVy3P;!8{A9WQ7(q zw8h$g|DyEv|J66Q_e~x5J?+BpMmBzWu|Li1!z(gO>Mf_c>N$nz5bFZ}0exp4!RP0Q z^igMSN-90yf6nx`?P3|AZ+EYl_sy_#l)UPbiGuwD9)kVLyWV#&PIq}D{7kTam16X% zfkQc+!+pxNGI}=a6UUnQU8@2J$oTE9@B*CW6<(e;{SDOj%=11L;sh? z-`$f$vAe2F|KZnt{`m$$3{?*`XN2^t!ss1a;(7NE5iO21d1dW)oBXck*NQT{Wz94G z1OKuANs&sw5h#Wu<>%JF7$z=n-9KH25Ye#foptA6&W%&=}JK!tbF0I)= zMlZ`1-$K8Tud=@I6Or?~LDYTl*{U^G@ARSHMdWi*`AUh-`+%Hckwy?9{bk;-!r(OL z+|v8}?6W(}sP^P)AAUxG=L3J#iLsYv+;ShphxdQJ_J1l)7kJHeJ)zG5ojB&Zwad<8 z{Ld);3#lK+`Xc{`*axqn7=1~6p|1~p;x97iXsuk9*U#wZybrvu=(q*VZxYC7;2*>I zmYU_pUG8r=YtXDCSI)8ePScfRm;3V0w*>1M(y!wEKWyJ?HthVVpZ4yQ=MOX-?ZYQ+ zm(THOm-V#zRVRL*t01ZtpF3<+ulMb_)#05dyX(1euCar1+&`;Flvj8eYW5F5tS6VZ zeJ~q9tH7S2Ps9kuy_>U8|a^E_stn={HzI!=bTgR1FLVoMBR6n z_p$mz5qyH#LQnET;)(rNSKRuX-`V_DPs!UGxyMb!07J*Im=KB=#`xf0^yiC=7l%`x zKU(~j<^H9nzYDd$j5gN39sY(P>U3C|xO(R4jbAIW+sZj)R0*lET-=#%u+E$_H~bjV z=i!`zXW_p{*}{ZGZDRkeoBly-&IZ(tG5DO zh96@7dRSSbgifVB9(=j>XYo|t{r_>#a$QgOrT$9&QsQ^`1L!yKEyq{%k^bBL`@fj- z`J3-=vhhwUDR}AED@K1PY#-8UeYe3cx^LCsoU+?2J^fpX(?(qGZYKr57u;Vjv;GF* zHzL-v-vsfE@sCHlATC`(3_rwv==Jx`4)#InwL-1p2?feY!{2wa5ambEhuEO(2D?6`C=dWqxafOXM>@q<+&U?@w{tZL&uITY|UTIGn*}kIC@yuT9 zZuE_a-xjMs1)TGp;QMibyg=F`@H_BHIdDLpdZd&WSbml)Zaih;%c}Tgm1FdWD!b?p zL8rs;>)~4C7y9R4*mm1&$^vxEbxca-E4HLllVh2#X)j-pa}kxo!G_{Xt#|`mwxo%HU9sUyeBySu5>PXJze!{^B>O^I2x7wcVz>o)h!d>mvQy!q38g1Hbz7GCqgs(BXqovtGCUiF91^KJNEJ z)&)9-9RT{~VSKxOw=KD4ben}Mm-%DN{2o^G`@`KHlK!BR$lDUk_gHV0O#BmM8cUXJ&LuTaa+%jpEllEPtJc=&Q-rn z)1UOd;t75KP7&z41@xm#;O{fce-?C_b&uxvpsSRZQ5B@U4fF{9l04^bPD**uK2em{{ymJpZHXtTr&DR~nGjws{fkge{}oJmbbq{u zM|@wlKNKOKjkDjQ{eg(`BR=Pme#ujx-$^-7L3y0@mqtEV|Nm?s!S^g2f&lX?4?gd- zUDusT^5A^>_X?wfEV1-t{gkLTXU~!EHt+M}48plb`3D>wtDhIiKeZNLZBG2{v!WX; ze}CVT(y`Q$*!OYxS=njQeb>o&x)Yk!sP*tr>$kM2il>(5uAkS`j6O#l+#5pjVEEp! z{)$c>wAW9%?9i>p?w)1sJMWd|fx{29$TJ=We%f+#ij{8*aH>HBtrXt4PiSBIuXHhBeeLoqmv6Iv-MeVTff~;9V;sm!-R2j%hXnYykd+4) zHEg$%JF$p{`LBhNAq3{pCmtDbj@$`eQ!{My+ay~u7iFE-Gm^i^`+Wj`SZ@1}nTUK=KMYE}t&{T? zx%>Cpq|Z}|cvs0GruMP=Yxr|$ul!eb59zOgC(L$w`h8cPN6s_9ljpqhJLie>L7s9_ z$^(9+y0}m26W*R`<#E6t@Jl;V%K82>^*|k$dQyG)=yLWWXdkOjM>+l3eJCh>J-7Pp z38xBuEr5S7@MRd@)An}>13w+ScHch#0(0O#R`D06h3G5zmwnM`v8RPsqh|Aq%FVWZ z!JDY~XM20bytjt6*YWBzK6$GBntLbM_-?&NNQ5%qRUaj!e@5IL@C*C{ctel#jqxJ6 z^u0?P^jPe3KOC>_f8|@-_g3yj;BVPZ+xul)`Qnx~^=J6pFTeU&I+j>=vz4ELC+T1J zH*m)Pv3pgB4=AY)rqr`=!x_Xt>&uT2e`kUMOI<8CXdwDc{4dbh_D?ju3+8vvFWsTXn%wG^J zkT+HNq5ZN?41JA&>tf^nF>r?b>;&(h1CG~t+0UF=w)jt%F7)S{`F*A0^E}!o#$N;H zNmk2@-?G^6SibbZCSCXVoX-+kA*`BxZ$*93tNB!SJu=oAI^_yy z;8osz+}f?T`e(ttxk!w^hG==6cj&4$)t3&p@q0@vf!2qv{9kq!es*`O_f{Fd75oN% zw5&nzu%4$0P`@$oy zJo4b#JFVYs>9j}Ql=F+XT;lM~6&{qZ-vs~#%h`#|Z(EkbU7d7kbA0aZ% zO02y8&MDR}{HAGxZm;u2uNePctdksP!h-nWV)3wTZ}ookUHkr7S=q_n;;!ez_YNsP zmIqzq^Toc~z%QbI5V3y)CyKOpj;`MO=1A+mbfb#TJ2oZey%o67VBBf8IBfhN02g`l zgOHiX{4^Qgbh#tE#Lmx+Pm#gp^uRsu;sVCEe^luoz0g}cXygx@jl6{O!udAcc>%tU z6O@yuoRo6ngA`Kqeo`;1e?&d#;TfhJIHsKM(>}-_@qr`ik*A#B$$zc<3G@ubA7P)U zN1popPHNYAi1{VI?+cIl%W9rV^sGXR{!j%M{UPL=@S}QFx1@{V6F#WDMcV(LYYH+H zo%lLL&yaUV(6t70M6uyn(~sWzfsa43Ug`mLStyj)5qOtJC{#3DMm8bkW%>1Ux z@RL`)>Z<3Inb^d%!>*V0tUDaH$e$b}~{5yR5 z|2ca<=ubI?FqYk5^@orzFi*LBMOXFw-2Zdx3#Whf-ah-T^tF;-wP_LazQBIUb}8rG zJXUOJzW3#u)~>O3dqwWwDdvAr-;us}9_K}gxo?wxh~3~UTAp;wXTH2I@Ldfa(l5f) zVoUb^_3#^ZoJtLE=Ev@KrF>7J=}+gl>cvO<5j^4}|KR={0cT4Wh^(D$u6^L}yZ!_N z*Rz!0@KUKU@{b6(7EMLb5?6lteapA3-ce8Krabe!SpP#|`&V>O<)NbV4eQ37`_yi0 zZ!4qeNJnM09QPrl@4~&(ZU45!@V&@`cxQw^4EC>%NS{=+^m(t%@zcz@X#LC0?(eLR zv7SnA`kWpy{>>x!wA-hOi?dp8__oSEA3Ug@b;bOW&g%l*;Qs2iE+KtE-cQhPN-*P( z80WSOp?}V}up#sVe#Nyv#tC2H+77ryf8*rxmI}G**Jyw0XZ99Vl>W#1RB?$K$T=w@ zh_BXAq$_z#b~htWAztngKl=R#I>kK9a(Ro@0Hxk6@(Jh!<=X$kP5945KI0y59{kGp z6nk1$>a*XaAMol5_{*UGV?KC}`lOUI{$T&>2+F}bl=FL_?{lsAL@|icU%FbZdgotd z^PEf8hdk{`DFGAgvl+QBfhH~JOJoQK^2Ojx7di+8AvV!sg%VXLcd#U`X!oMni z>-qFw1-})B@6)cnY_N^bQ^XwnU!&slz_&v0^uDCk7GlLMt#0j~X5#@@Q}^qo?s9;; z%m!nXX>*o*Uwx4{>#_z=7tz_+_S8t+P4Pj8iok;j0a_57Y5C5nF5;)?rgueI|0nM#lL zQFnc2)*U@V_(13_e6#FN>+SCUXzEp+7iC)cPjh8QIyp5)9s}R4$LZDo$GkVeC!J7V zTl$wyE;wU6dmdD8^>Truy;)EIe8#Ch;86W+>3*>_}w;sSmv!w(-@?JA$l&Keyo zl(*gBZTMICL(Z?-heF;`KjECfKL-1Qe+>9t?yJC|{(P~i)?XIC|F`^|0k_Zrw{sMV zUxWThwEjEzLe4Mey{Y4co@d%`iOdgr@*m)5?p?B))&oj@YS)fS z|DNJsZrVN3y3GES71~<;A=V?TotJr9Eg$=B=ASn|z_I>(-SAj`?JGk5I(7W0Gup(+ z&)9#t3@zg8=B&;5hs0ljjw5df<2$ooKd{TMSF!6uPo1~Y`p<0J>h69|ije=z6UfgJ zmY%iEPuTTY{~uN?v3fb9q_p6?pZmnf&ww`#9%=s^J_-HwLP8wZDVE;#|mf>F2%px?l6SxAnW;>#aZg`P%<_%NYNe5$D~jEw;RS z%L~_bo$puE3*~u#Dt{ECZgl43Ie&e%-Hxk%e5}0A?Huin(aS;K2zxrtwVqD*St6L$ zszl^cpQ{VLv_E(2FT}S%=Uv-9YSt6`7Poc>vf$^SmnWC^QCt0R zejn>EfIRJ~PoD3PMwZ8m7K&jx64ICHXW%wyf5azGd*GUKem~j#fiLROKY8FGdb|bZ zhaO(n@RadirTC$I+ADznD)RQ}Zr`6EEi8itQEb|()L zX|->BVAgvt+xQ}PJ}3hwUmS{O!abjU>w7k1RRKWDA3F3xMn{E<((_6NQK&RyHFZoz$`Sd2V|@yhWfWqgq) zCTv<;{_%&mTKPyLze_NXJ^%yr+HH+G@$ zL&#Ss*V8FIT?Et0P8<^a$J6(BDSvnEk8yHub!|7;^jF;I)i||FD`DfxKrc>CzjL=& z()7AqUxB~sZw>z7JqCPYhH3P1LiRhHf67TY-{d*BbZo+|Q&LXy7b zQ~#8E9Op`}@3wUDbeAdboq2qp&wI!D3ZeWG($@i>NATy5&k=`PHoE$Zy8rU;H5=7j zKEr=ECgkr2IuS-+lb>1qhM)1tkPF`SW?Oru%Er&O(>e7vX5C}@(|*3D^tAE@=w-w> zKj0p5X+y>noSVXV#zUMpw{eE(2yo6iaKAP|7~>qM-;b+V`bs|$^YV0b$c)6F=w|Fn5{xrRi9{~@$w&R=x?c#H>&yCMj zKVh0;%m(!q-IQAJy{Urxs}|QwJ=%xVe#vvnx#Qdh^AG(?Ilpk;$a9W#UcxuIfZwOYT4LGg0}|3(M1v6nG&I9FS*!*)M))A0qSdf_#DL*?T?OoHFsJ3LrlR zpGMHL)6>Neqkme|6uc0ne+t}#H}t-UR^rgUzm}95zQONhHY$6y{HyKGucDu+*u7_@ ze{t{!^b`6kKR=-AzjygB8GAhNLST z)($0yyQ8KfeaW{V)8c|7=q`lNh6xQ{2=`?(sv();H8ah}LWwm;@m&hMNf^4$0TPWD3OlxQ{X`MLfS)8GBdkIB;BG5nAz4w5s+ zi)`F3>@*g51m%m zn|GGgbzV=t$2oH4zo75B{*%|l@Iw*nQfaj4*zKNS&;PR5hwdq|IQcPGfA`s0&;{;2 zuH$5W;2Ge9{pKDo$6NIIkx!WSmK+JBl+n11-`#d{Hs*6Qw3iu{qr(0__~Y>zJ|XFyB~OkpIhV)pMLA5xBL}~U$|W9 zFMk*-j}61~Men*(#s!=^?VCfRU-SE$joWh70g) zeO;M1`R@1LTTOr3PwRp%G59*NzdAyw`UB=$JFnZ7ePR2?dB&gcORndg_dDW=vhL6$ z?ooO=Y1fN%&{pP0j{))bP z1bm9-;{TeT|1t(XbzGJXO`OkrU(@bBb$?Co8gqXQ+lP#OYxbv# zDdoX^w1mK41nW#aHT;Fre|5Az{OXAN^b!AO{XW*z@r~-~lsvyg3_n!Dg&*P^hta8=K@TnVr~Y;OgQLgo^Gle6 zSzm2P_mKV<^n`uUsl5Lr_wQ3?=Y$nL{{N5sdRD1wE8O*tz&jlkyl?0obAN>|ko{?W zvwrPX{x$CIz1B|rY<17xb7c%a1iulCx2EXWW#_ufe%op9X^OmMm3FWVMF?bxj;MxxU zi~AD%5&ReTVm-cJXN&dkoPX>2Pp`A`{O&Rgbhnc3`ewipcE`|p?)#hz*`M}rnbGj` z<##q(VC5uFO81smOmpYg*$40}{1ERI5&MwV(8dXw6l{pM#l#75ThHvQ;ig@hQh?go z&GJL=|@Yhg4k~2EV3>^ zoJG&MKgJ)NKi7ATRaPH9fX{>e$>k3v{dy_@m|dzz5~*19`qfN_m0hA5U*;-~Cjf_bUEe#Ta^D(S_b~{=v6$oii6!zS-}1 z+3&@U?ce8LXb#o~O1*V%Nd5tSB-Q(qc7yo+-`i5J-|>du)oj>ngQa0vV#t3s=RS*QUev=H>wCkOa{XKj=?Sua63a`b1r#ID|=-+Aj`&qd|On0|W zX<^!xRsh$gv(@(oe?|6ptvLL|{*EJ_UuFIH==YO9g{Ak<3FwLZeDdGpds%ybeh=*Z zs|eNsd=LK9!`hv0{W-y31$eP&p7A2*9(e)!WsFCS^ZkWgh3;3ztz{g+Idt_C87&8P z#l!h+mzfA3fc}pgJ@h>0ukUTn?*`F&2FHB(1L$`Iym*zwW+VS+pXcg#|H~ZrZ->WKuSz-g7rhUz{vo36GmlxhVuBfG#JWg(!lZMW zUvkx`{TVIITPnvfBw1IB6E6!hkl-u zVdaS5NU>K&ncgw}v%~Q9;qf1I_kTY<@6dI(a}?4mLeCF> zVdc$wf!Bg;1rem{6Q48XB^3kkh&!Lo{(;Zj#_4%eO@B=k10v&~R51BVO$uI=*`g2b z`_xbA(6@cNUshN>BDL+EtGWAOiyY@c-))?kiO>(LFL}8cV9FCIH7*}K@$rdOQ);Hv zPN~zfVy^tCb`UDxiLX`*CGG#Tf2p6koA}C=g!Tv3p}W-wjm#hOp@*jTAW0BW`VSSO z^7vagnfxbC@V#jME;Oooh$EsxXSK!aD zQv_f7^Nt=b->-j?a?TayuyJ<+Lj>KmBIbtEZIx zWce6=y1WZN4L=Y@mvubnb{%V%X(aVON*TmZ_FL(=@<1#<9fsEv65~_-q?Q*qdg9Fm zes8l;{VPd_R>wl`iQo(HjjlFznn?O`(Nnh!n&qdOcF&o25cnnNDtxZ4rrsg%{JF)k zx5wLe$hVB&XZUZ%N58UN!j5WRuMN7%PHb!X)Az}gu6d?EoGUkc>3MBTfBO71?rQmI z=y>G(>WBeVx_)u((3L)Nh^1eZX!*qWrdA&oIspHqKVM}0|G9S_?sdUCKoh|_z=r_` zYJO?0Glib#KOl~c+rG#0;qc$gJA$v0@3Za3m+Mqz`P-J?oTlQv?Tn2_6LxO(`|Rd^ z$rmp^`jM4`J*57wb$_1)4mCZK@kU+e$NmKJk_%(xXPig9Z!(^9deLU}mmQdA`NoBB z$b%d2{yq!-;QYaV!_P(Z_tZj>UhSIJJG#uW^45*&o`0y9fS=}_F>F0`+?<@M*G^5j zZ;C%7066c97ShA*+r47m6Tvg8TGplk{>rF$z%Ocnq^o^Zb{6=Kcph&15bY;AF2*10 ziTT@2iO6ZSev$N-?$%%E{smokZ8y=Zr^d@t{^-;$PxiLC$D`5y?yL6}4GsVEonn}z zy*~Vx)(4jPU|xkqWd4{By)e`8fJ5@&ck57nUCe4 zBFm5Y=pQaO@3EYB&M$e|ky0LvFJ6=~_o3+V!XK84D36P(A7|s&@O|Jt_+E(rrX2Vr zA3cBIDSA8w<`?hjGNtdSB7aryt>t3)#d0qEBJ_&&*J-z5;%%cZe5OInm5shId`X1d zmB#Ici0qrcdG+m^vn{{a`t&sqUvqg#Ul_UqzSm6;j}Vz8Sta$wST;s->O9D{a=c3JlV{Re#nooUf?Gux+B}ce}l)} z+C}qy2d(_|1oBXE#jZtui-(&zHUENlt^N2;rKdVL*Z74+zb(Dc zPp%RFdd7gwRxYOPO%B(KiC-9YKRkTkw$IJ|a8)AsAg}8QoI!{3x}FLx)obl)$G<%b z{1VW^!ZGsKi1U|LN7Q`v=8j#~&a&~OD@ygx)?MA@n!rom&QW&O(|RF2?@{fCD)wbo-qrFm3Qu=r`R0sF; z3hK%4u^zg9%=bg@_rNFLC8a&{d)VwVdFqi`I2dAn$*(?K;>;I1pGy2$KK;{&;Z2s< z^IAP6+Ey(6$&E5zAolIcRQ!_-A$cD713pGJKHR_NIFYkEW$&g(-u4HWul*>|M42SV z``oZfje49(0KP(ChKyY%%ql8TYREdad=RURpl0 zee_A{f6#}kVc+rj-v5^0e&l()2eZF=eo|ko#gBU*U)kMfQS{0P1SUz%;O3FZ6%o+A(b(()-8_oBCoH&djSdH)OX1HpS`bNK9(W;7{g0Hwy!1y$`B7tkPM-Rtzz^SNpU6{> zl=1@0hrWCB?*~s6{zKW5=hGi6^b35g*IC*fonC6tU88pH^9!4U*Fo8hO$zZJk$BeZ z&Y)4EUX7N^Zfl+8_c1@URc=q-59#N@PlVmml8=A$k)OTz@O`TmKWqKP4N?B$FL#e? z*3$HcUIFw4{))V=HgJa6(V$v`-(P#h2X8$qqn*6g$=zNFy7;-e_nq%s{XFn9{mTBb z-_EG*Uy@y@)1rExSp9z~{rcwP^_S#X4g&nU;%U}f4f7dkZ_T>HAHg@tai%pK_M{jY z7wGv=FRyw&;CIfu<2dd6Nq{dejd@RupeH-Wi;*>Q?pc?x&b~+0RdJX)x$|?(?<>83 zSH;*ThONuUV=p``2Go9Z?TUdJmfxA9=xo3I>uJHSAfIL3G<>$5EwYzqZu;_y$v*Ec z8f7T{l3z08mw0p1(j_TBTw=?QyY zM`IU%a{c(+{jqBLyfH;+{qfFy#GUHC+`WhOPon9kyw7lcz!Ro>Py2Hj+SrzJt|{mI z(4ODPQ_k6y*!pGfJ^GpUeili9!($FufG(%wdK6mTxjaY3BE_l zev!BPFvR?l-~0X4>_1Qc|LLm-o`HYWtD2K8Zc1G+=JL!CeQlxQxFm(_-8jGOi%yFT z6-Af-H0POZYplK7ei=5sd(S@BUkmsiIwafGT=C&szSsP% zbuk0M&!f}%K3u{2TMo|2L90Is-iqKmyc@;tzs~yVf~9+`{>-sP!{0mqBX_?6tT*qa ztONW?#JXNHTdb@kDZ&`c3e?5H7kBj%$aKx9HS=fjFEF1hprYac&G`8&MMUH^jl2ltGcmcBwyfE%^VX=O4+!c&uv&OP{s^>?oQ zHeVX+?>uarhd=mjgvc&_-Fe3v%&_peM27c%eMYw!`Wmqhjc42VYuv3HA@-|+<^`+;Yx)>ysMz9%X3lk$}ko%=&x zKs+$l`N1~@`<{@C{62U3`idezr}q=sXKVdmDbH8e$pH;(hzHbxv;JQX`rwIRl|ui5 z2LgI|tP_S zZMs?d2pmuz(OzaK=Xds>^;OTJOWq0H+u1M5X;XgcUJP=(V_b*{5JGKwX2u1+RxegefsyC-tg}>AFQAN?siu_1*t?} z+UcZfw;1_3_+6GKEW6vhTV{LKFEsq1>-mPS;9R-31K$VyUxk?aD|lFrv)(ONq=_OA z{ITzns+;{4W`2(rel@x9n*PrC3p!66Xy_62CmLT47&|ky{$nfs7fpZfCd&?|_p$d^ zF%Yy9&zp-|O+{awc1Luf)R$kjdFY?gl7KJwA+3rt_{iy!vnsX|{1 z5I>#!6!cQB_xL%YQ28p2wl3f27dHpz{-aW3`u-4o1#gkcc9}z}Oc3>6p4VAT(P+%5AD;5tnRZna{`$?`{-dF3_og~$yYII8gWyS0 zS*>XO{a5?RamCB;=|0!WhfkkTcT2B|O`Yi-_=NN5icfeS)aO&`AH$zOFUiYsro~TP z6R1UIpWP6;#(8q>FLIpje!sb|2Kc2`41EpT_mt23r-|Q7od3(RmLK@9n0>fQ-5VzL zb6!vQ1g&=?^?xk;A^*p^*tkB=$uZr%;3$2p*Vw0$dZOF8o+&v!_p%gLXtoZkz~e{{a@vht@A z|4|{vexZVk{Q`Ijyd&2)`?;y}{HFJfnAq-*eLnUJXTBo!+`N$d9D2!q==2MzGSlhO z)7KT7Zr_>9tGFB&gzR0p7eilkJ7u?8^2(OabROb&HXm$0Uq`MQ8Xp7bFuvkti14Lb&#JC0{jYnWqsu5Gk+ic(f_gd>6ux~Tl=eA=qeA5 z*3&;0BR@CG9VG3Ch^FuVwcwiVA6R+9d+MHb*!{g2en;aeX=ll}p||XZ>`>p+lLlYE zdCebdeEd+{E8VjHxx9CbejNB;546V=QSZz8MOV+==K~iNWVr7IEnV$8Lw*9mr_uUx z%tQ8<{$!8s{)7K3epE9P;h*rY3BLkA5eC;a7iIp-ulZgO2Yr07quzOHVMe*@zen;B zN38!C>=!84pHCSpw!9MP+ozlUsv3QJ_&@YU!uH+!Xx$_+`l1qEkukiN%UV(n0#KY7> zKa%ob9V-g_`+^Ut&pLyD$Wu-lSspK*h|r%5*;g>%$D+!E@fVKK*Wmk#t?B(ytucGv^(TW9zcO}lm~ZbZqOo$)C2r=RMt`AsqMvxxZ(OB2GxM}QysZ`oTw zmx6N`A0s~t+xN8f@6Y%D`iIC-pwGO!g^e@w$K*Eyd1Ow}hVYqzzbse1n2^0Mc;Af< zdREUWh@W0H#{M>pPfNbzjKShh@mJNy&UoAU2{~KEMQhf_8P1q@@UCCe>VF_#;+`hq zExG%?W`1($&jjb9 zm0{Mv|%%fauIgGYn!h4?4(ltm|r|}yi>VT ziC-*WyfD^Prx`;|UDv^A9;|(<@AT^1b%U{qE+2+ZRbk+htr6Ym$LcXFvGe{q6`j`w zzFea-8UMx&FMA$zJisp{Ex!oA!T#%I-?KoJogc)Xo@Mr-|5oV;t$#o3uLU|4@vh%t zw)nI4;A?v}dB^faWu;l~7o+-Gc_;KVY+Y*pf8CvXoX^Gn_}^NosBkv9*VeifI_r|i z>OF@_rNdI^P>FTjU6wXUj#5kH5+(N}7P+KTtw?*cWeL@ZT2iTmN>S2L=r~dRX68N5 z`P}S2X4m)ks0V+TozH9LJ@?n^HLrPHZa;sWfBx>gQG04_v-6_V(#Kuq8jq>K#t%nN z(rsP}qv9*X`pXXE`x5>%GFz+~ThQ^LI}2=FjdO0Af8@sY?tCBnVu-$9TyE`gc>fHW z7wwNOyG23Trj;`-zj4iu(T#U39ANoH6cpPul(eW$H5Ss7Sg z=D1%9^6974hLtaB&g)?3Gr;e0G5)gIhrvEuB!cagmpmr;!%H{zsc!2R&F{PVG4{NN zO?${&;1}WlBKcb6h{vrz_u%~1a-7dlKcRcBDjcSwO_ z|1?a!Xa9YG;Ji_e{Ry0Wz%SJilwF3sp>-)xUOZ=YZgL9RhWUpBHSs4DG-Q%+Les-0IKfJxx z1pfw8ublF;H^`A6@(S|Xn|jzQI^ms@@KMk~`WJ~G6GY4VE1g%S{yM8CbFK30x3ztV z@gwIK`U5}8yvpJ1dFR?D{*GD~#Mc}4lC|^NFVz6gJ$k*>?`HnP>Up_kn)tPh9W`{Q zq;}NcW8xz@&8HWwPvovA2YZgPw-*Cx=q^eC!{~I-`BH>~;Qfvp>BiGX7@gV*MRg%Go{N zPo3C2W$Ceyetrifzn=@GmA%^Knc^$O zU`Y8G@-uyp+|l3o8*MLFE#yy+0^sjR_;DY637kCjNP&az z_?`30c_0s*6nMZNCW%SrJsSRVzCuqI7j6F@4d;8&-;Zve{1S5xD9^b7&hP9)=94_| z=<@6%;H1<)WqvVjP33z|7k*Lsv#A`TFId?{UyyUl{OYv(SaFll7rf9Akh7!o1;JNg z^(!5`zNepG;lh2RQ{J@p%;Th5NBVSkJ@VeBBb;CO7VtRoAYJUoDMHK5hVQa`SXcG_ z+0EVl9eNd z=_mXS{37e2=jEA&BB#rn&tISOia*oL=Nc6+a6x(uzsS7mV!Ly!KRxEXr0=`*BRJ2l ze&eF$QU|O*TlkEKe#&>ggsC+<-1XfuYu}%It9+RH&i$SJF*7d(N@@G*rJWbP2mW$h_vra7S{_olSbZh!-$m*xK_Bq{!v5vFnQ8IR4+74<15OGY z`Nb?nZ|+Jn{>&N)$_4u&Q9Nbf><{LHJmpEF;m<4i+%0MLyR0AeDPL55em`aU(fgJD zl};D>q2iU6(jP1MI1JyVmb-kZKYZ$zW`#1oQk>cNbCmy$uSPiHSI@iCER^;WDBnFf z2hbbNlP*^FQIR_6sZX{&_>RBC)a#in9p+~bj?vcvkIG^V&YV0$h#zh_*rfW))}P6x zGR*j#W3GO_LvbsE_!X}8V)vdu6_9_V0lc{88qEzKXA~Kh4S;ke7t*my`{ce&IK$ zvUtpdjCXv#r`?*(bboh)-l7kR-YoKiu=cVmzPyp~=lT1H-)ta`O$FA_ZnT2Yl^yIGW zXZa84DC?-x^zky_`2L%Y4IS%uF@UW~|0AQXGaX7X^>lZo-wN1O1&nI*dyI=Sf@IL*~pO^Pn z@8!T>=_1qK2IH^PZ5=!>$JEnwdC!2D`z!4R#j1%1|M2$O#ou4GzT*oS;vV(hl5hN@ z4DBm;PuKU?j(x2>mvdyM$zz|hZ^;8EjfS&-iYgCW$0y!*t@y?G6J;Op-JpJ)IAP%Y z&iVnTec=ze&u`l>n7gYnFdkTi;DLKz5}nx zdMQtCPxZSkT>qb^ugUXM%|i8ve{bUTYeM%|@FnfaVhIb5e7rWh#cdO|UN+6fd#ln^ z3bfYukGa2sxAo_5o-V`_&pto0+r$2CrakTFWvQzl@Pd5k)!)_o$$9-^>`fxtdtkaa zlJSrG&M9AD?-e@S+f%N3R-yML_O&a%W1a)Ok@{|U`6Tc9@C(p`2)w+1kC;fTXGWOYv&APv%_}&uOXS4s*va2{r?0@8+>{I!9 z{SKY8^JvQ7Cg$3A(^^A65lgp}{v8^BZO~2VWiXujqHzB79i#Rl9rs%sIQ<2m2J_%~yk`REckXXf5(0DlqUsFo_#|; zdc1a>N1GC*^}n9lwekh03qN#@DX*T3Gm_N~vmJ@ek8mHypkdCD%9fx`CyP%3;=5%F48I}kRhqSYm%r+{vyun*eZ%^_P~PR= z*zT%#9>U|C2RA(KdB{nE^O_j*9t^%#)A0REj|cXtUS2YC?MIbfwbX-gZ4Y__esHY^ z{mfEofbw1ie{d51B)9s~1^x|x3-qPn@6eZGf56{F@CzrF2{lenj*s<4FU7T=k>hih zPcYBW1-JHM-;I#}qt8cw^sqALh`A|;hPAtQm*q2*yY2Q1n#9;s&>vYZdtA~If5$a5 zUi|K{b=E#bxe@8y(vk0$AK^R)dPxZ}`h%Q%S+wxHay!?~{)5_FW8pL-ZBH@Yxq{9(==ptM<6~?;c!b?S!(FpVG4K?XhnIJP|MOA9Jah zL&mSh_e{+_v?G9C!Ve$oV|%*EQ|bGb#56oxOgZDA?IJsnr(~ ztbO>@XWuzkafEw&cbM;HD)Xt79-_XWA(h&_&>+)Yo|#pCZWD6p{G@`ug@|UPAD@ z1kyk1lh^ga{sYcW;P++v!jddntM|=gX)*CK=&#nxknrgH4Rr8IQ$J`wUeFHZTSmYS z`|Q)``JrAUJWi}I`ccv4$-fY#KgD?k{(-vhc1^MGrF{S7?SE zm;0FVC!QE{A4_z(k0Bppes!8MR{Yz@r|~C#d6ayb`xy96)+=b;w7);R?3`aNT(-_1 zWx86J+|`B#{JKB)XJUD74yJ{HD@h*n!a z@b?fVly^OBR?%G7J75a+bpW8~A^V|B6a3q_@VJ;uyEy36{b z{=MQQb00%K9l>W6P8Ky5JwEH`3tO$ep^VlhBU`!Zorn1HV1K&qvx0o?#ld@NgP8jm z=R?k?j-U2S=Z%^7KeomCS?{gl71VL}|H^$@+a-5w9;08yeLPs^)*|K0b^jYSInVO* z*C|Dvr`+EcnCD<#;sy7ygrEU?A641x=W<0-1HbX5-Rh?qgx~vU*&;d+qS4XN?(>vC3zEC~41Et6lx~ zdLH;3e}iu4FZx~Lu+ROC`&AhJ^nR?m-QvN2nDK4jEdOP?>#=|b;iKI8DUH`md;5+5 z&`V7IQjd1=z!dLolGCrL4Co1Ey2K-l9Faer#^U^eB}3z`{aR>2IB!9XY@H582&R(P>vM*rNodbj&wVP zC)#BM@n0pLp`1?Td_?-U5AoXpzh2eWr+?c2!e=3U!JvPw?RPnUl#ggnW;ieW&U%q& ze+TvB1^b9Rj^|9A{@ZLlv|DQBa zAUB1d2H(j2kp6D7Tt9nMVS2j_Q~ZHugXnjW3Ii-Z4gU%suZzid5%F!!^&ib0<@Y!B z9#nRDd)?o~uQT0)7HM z2EJLhmoQK4DT42J!|Ne>zh5^MCyO0VTs!WfB^!O_OKPS5Ub8T(EF{{sILbkO|2DqHBk zaxQAaz6Z~{wHLd7uJu@7-l^T{MUSsS3_s2Ok>kp~|Eq0&%X;xuUl1GpC(MxNsfDQP z&fl_ry1LwFy!RxS@3Ajrw(zgLQ~ZRN+RRE@zRI6u;ImYFThayZyPU7Eex{}@`OM$k z>P@Mbt3_c5K?nSZ3 z+=Jl@1O4YpG5!%)Us&da7cW-{O7XfDauv)9k&W>hJuk zy-z@Qf$KEve!=h1OW^#@K8VaG3i8ks>XQdf3Y_-Cv^feE;P05i38ZKIb;FzSJL=+i3k){jGdH5`NhK zB?``djc%WMz{%Tv3L+@2KGlbBU)}3;xo;@>{VD2~htcPp1iypt9Y6MZ){~)l+hr4^ zfl}X)eG>dG>!Q>2Nutv1j3#%z^NjURJ1zUJ9)Hd6YwsJ-N%$yTPsQVUt8@I-Pmi^6 zyfm6<=PuXjY&xRf{qj;{?i;kLi(R-_9O~Za*u2CSeE2@44sh<@+~r-|U$h;C)K7+f za32brPjO;tLqEspkH8OT597OVKHY7xH|M6nM~Hym(FNE3A}!ui{T@h4>}vzfuG| zC?6+Q8#v!*e*tG5$y1IL_$kX@H*J1C`E=ojl>D`n@kzl~5$Acw3{jZ;YTC?$yZ!Ub z!8|O*sH3aI%3mY!+=xYDLyKWErrx{3?_m~fn({AHH54Bm`D+-zkb3<2LH?cx_jeyR zH_z{C>RqMY5nA`N@>l3g7#>gU+xlOA&W5b5H+0SMQ%pS_ukiEO_@wL~oyxdS+0#eu z8(VIs-^l*lc%sHvE5ZKdJq^LhqZ@nr+yB+|S+SCA99$i)%gRi}6MC zL-a@X?}l<6vqg_3HzhRfwZnf=ci8iuRuBH?xbx46rXKIC@I$=cBQMp(RNO1MF$?-E zv+~}LR&?@ikGk=@yPc-dSQt>M;i`8d{sCULJQSE`AGa4<~ zV)?I?ieKO5>et5eIM;za+ZB%cWqUsTDCv2Bz>F_X+2?%U&+3;anBODjbH{R_f6lJj zrnK#q4o`&kC-}N({et4-lm17&kN3zFA1nQh%^5b^fMxP+Wk3lDZbMK=*>lK}+JmW1Y&+pU+AM!hC0Egd|_(Za&BQB^WfOCF>_TugD zz`-Zv`5t-dYk$3&DWZeY*O2-GoKwp2{q_dV_-~BLE3xqUqgM#(u|AaNcT)CmG(5Aqr zkbbhkf6%!we#?7k(Yt=7zYpqm>(Q0gFY7f*-|F%!9r1R^Phzkyo5jfU!uagGJ}Vac zyzenzzn6a_<^g`xOq)p_6QegYyLi=0+brMITMIfHJI@RAu9o4kFWv3ym>2Hn(fl>^ zM|bqlcyX+H-lhA$e%Z#;Y(7sK-2Bu1{h9A^@8*8Q{fc}rG4;iijOUZ9cM0iNPE`Is zTa~;$@ErUr_eai!YA-u4SEOEkWyc-87x>eH4tVQSoU!jRtiK54Wz3r{He|Z+e(Q2? ziwzU}@uuEL72jk=T8w>U*!u4&Ut_nQdFy~{FWT~^^=tW=3gC5?`}#4T;AvMrl>Mm8 zG)fSsDu1LI-y|jYuN&*{kbS6&Nk1CrE(zkHF>ZYwSku&TUx)OKcW8T(B-eV@zZmOY zH2+h)zeA0m<$LKy^BA3SKL$YyV`{B{}tj&ec$sus?C0q2}jpZ?BK@)7BunS9V*9h;{< zDf^5(`-k>a_sVxo62Mt+;QW5d{73uG+ohc@{D*o^EM@BlrgvW%%QwU}f7${SwFceavs~E5C*7`Z=Cg&+BFCX?^BqA^92j zB#ckWtGOpzTzFUNh5!8dee1WdWd4Xl_apYV8{RCmc!l#wzmR7|%+LOXB5TOD6JK`R z;^&(2Jy2)QQ(afyW&JHfZ^P-37r$Jb-R z=F>gC6XU=x#BKee_3e)P@Eg1jMb2k^kv%5ss@4BmZtYiYQ}Wgi2io^U-s{5VbIOm? zHu~Q554ZgJ=b6@yJzKqFr3{Gix6J;L>rl98)uT4!uPSmK%8Jaap7%Eu1=ddE zh-3q|j(3$4<=Qw#irZ0k5xhSl4-3PChdyYP=XW&zz?qlQ+JTjHUq`PW`isPCqCdg( z%@$t_J@IgbX`k5mPP;yn|L$zyjCW}dJczv#@5nm1GJ={<DRpZ~ZR-DLFe12RgeiP>$ z{*CXDM#B#)d#V)~0yyWE`qBIw=L|Ugqds}y{LcKcugC)@1x`NrUMT*&-6x|>iPGwy z?eoW7ce?P4D!x;EjJ->|i@gi<4SK0(wcvU&)Wqk&KlWS`p94GvKM{sslRCe)!mqaf z#>urStn>$)<;hTrR%J3`^v}ZRV@kgPkBFSC5w-4pe5$nrAFu4WN4e`4_c!h3s*NS% zfw1)pyy`XB1KdY6n_0=&MGlbmqB*E4U(iJ3pzVLfDf%icRb*SuqH zu=?8E>)gf{!poeulGY2(ah#2h4u5KX)4{^~7^lUe!f5_sydvmme`N?0?=r+2?vVQVx_o=lff# zTt3V4MN8E9s)yopAb(>2$a<;Yv`e%8Xjot6#>PGFcxe4t2iNsuUvYnTtq1>x-^QZp zaeT4*==yz0#*=8E-d8pZ5D97k=cJ4O>i3L`#0oX>@|;31IJai|*aSHHzNq&a;8bK? z$uocCgYs92&&>OmE-&|8B)n=QJWRgA_ja559{UPvA1mA!Aq8R(X_Qw7Xd`thBA3463 zgNgRPstU}FkhS#*Lw6He%P&EG@U=-JJmahe{kp&_gMO)*S+roq0{V& z)=p7h7Y?|}#Y6ZWzSpUrvQhe_-40Z2YW1m+7lp51*0`;HrM2A$Z9THy`qOw#hB29Z z#C@N!fAJFl{eymn(ZQ^?Wt08f+$YPdX!DA-Z|uMIhJvdqy0^zXv+l@ec<*7K%Bjfx za_usI%ChF4Wsg~C{d^x?B_DiJ(qr_8BItbTli~}bZ^rnRo~Im{yX!0QJ?M|?`Y}H4 zXKwX!lPBm6=XsAP!ZUnYaK#`{GpY9$Y>ZpU+D?l!-2$!r(Do?2Co=eFc0|viFr-dk-6TGYwSD8Nag=xx?f`c0(|AxPiX{h=2Po$$#{3rRp`9| z2g&BiBKV`c)i*_7&b2-GAm+uj9`hCGhh1dpJ@l9F>i)_2rw{ya#r_j@-tnIaI_&L{ z?C*8=XWI7;=r??yET-e1rl0X%rJskrY2Q_n=4%HZ+6=EBk(8m z9(g%@ry7pZ?s*}#$N;bRMtxx)^?kp@_+P>5YQc0J@IJ%@VFoS-T^*T^WtSU7X@OA_m3qLtp09> zw1TR!!c{)zd1Lg4Jnsi3CoYp_^@VxA2*YRcZu6qQ`hUs2zuNSH^$V`t`FHxc|VM89{ym+9f0m?y5E(QW(8${*Qxr-OQ9m)yU8&`($Uuw3gO3^_>A@|EJ> zJK)#)7=G;%)e$LQ!5anYL$> z?!5@r=JoQL{2kR0q7AwEX|4KLdD{&&#*!Q!)=r4J`LmCYqYxr#7oD1r+ z|HxC0G!hJgedt1Tao=^Js8Nj#NA5Ms0gl z%+xzxgnTFxpSKX+;G}owr;W1u!0puqHOc)RonqS4`fKxgS@{t25l&aVAD{dc#ztN~#+nN46{e$Q2l;rd7MguLsh<;4ux&M>3M}(jFz4XrEXVGs8+n+&v zh&Jy{sx|u&Yu|s)z7IC6{B}T$eoO>@@f!bO#s_~1zaOz*WMuvqhbzUl)FYE-p4e^qmue~wLRDA2*--qoV4oR3A7M!C zcf5RMJa6v682&75UJgw;^sIl#=mj@4^Vvo51<#?=s_CsO{~pbv%F3aTnsmCFVQK7j#MfoSU&&7=4Rv$-GO| zRfy@=K922$@KQL&%>N z^d*9hyd?e4?0mP%wD{?MPqVC_D#emlV)^NC{^6Ie-}kfA3#-04V2q8|e6Hd*?{&97 zywS9mq4>?EJ!9mZVeRFXsl44!*nRHK4viN1`raw)Uak1eM@k;gn0@U^N8pdN9f_oq z@GtZ)jDLTtNtFl1&G{WR?yI-k+DZOiawzy3`1c4oTftw%_QNla7;S zT~83c0({~+pYRpv+0!rh>4^QgV~*I|`Q@YcKmNAA#O#-z${z5M!OrxR@9Vgh?XQlJ zcQOwB`7Tq0*Zr2W&$#swYe)F@PH73+ru6bo*Lj&~#<$C@=Gya1v3iMpFvA;U*YyI!r$RF@IkES~w{2}Lt-^p_>_#Ju$oIG&SNO+v} z_rrdo94Y$+d#-QHJh85nqrFIbtXTSJ=lN9W+4A&y^-mXib_)Ko!H3WpxgJUR?>y^2 zV(gVJF!XFul)V!8lXI%qQFIVH8sD;`ch@|tr~R>1OMP)uNInD}i8#McEEEZe_sw26 zYmSYVqy3_fc8{0S%WR}+>Ru%Myn>IQ)8uurPoEX(y+3)Q{(nEQaayiREVDbmhP!`C46?qTqq=!@I3E}1XzBLP*QU0f-8=n^rPg2eYf7&4U-x%#gC;!MLwD4}LBq#=bpbpGo|Lb2Swr*QL%j0<-_;5D{-kv4zYx4@rq=_% zfgkyuJaB$z-+*t(11ANJeRmDxuSdhf;)?|J6Gd$U=X=ro3*RLLjy^m0f9g{%$j6ID zs)CdcoE#n}nnu76`!mhH<2&rbpnizoA&-26JoQL{&j3+!zweh`J-x=gy|4Ixqh!zJ diff --git a/Real_world_examples/Scalable_machine_learning/results/test_training_data.txt b/Real_world_examples/Scalable_machine_learning/results/test_training_data.txt index b88584fcc..50f85b11f 100644 --- a/Real_world_examples/Scalable_machine_learning/results/test_training_data.txt +++ b/Real_world_examples/Scalable_machine_learning/results/test_training_data.txt @@ -1,431 +1,431 @@ # class blue green red nir swir1 swir2 sdev edev bcdev count NDVI LAI MNDWI pv_pc_10 pv_pc_50 pv_pc_90 -1.000000 909.000000 1320.000000 1789.000000 2969.000000 4026.000000 2660.000000 0.004666 816.705322 0.061505 22.000000 0.248003 0.514087 -0.506173 7.000000 9.000000 78.000000 -1.000000 1064.000000 1502.000000 1921.000000 3163.000000 4084.000000 2851.000000 0.001262 1430.609131 0.116905 24.000000 0.244296 0.554326 -0.462227 3.000000 5.000000 65.000000 -1.000000 862.000000 1214.000000 1606.000000 2746.000000 3841.000000 2693.000000 0.003740 814.388916 0.053525 11.000000 0.261949 0.529817 -0.519683 7.000000 10.000000 91.000000 -1.000000 632.000000 943.000000 1277.000000 2332.000000 2908.000000 2094.000000 0.004144 1964.065674 0.195595 10.000000 0.292325 0.507572 -0.510257 5.000000 10.000000 63.000000 -1.000000 899.000000 1329.000000 1741.000000 3337.000000 3213.000000 2068.000000 0.008383 2028.621582 0.194274 25.000000 0.314297 0.729148 -0.414795 2.000000 16.000000 81.000000 -1.000000 914.000000 1304.000000 1789.000000 2833.000000 4251.000000 3324.000000 0.000525 810.488770 0.061304 19.000000 0.225876 0.447042 -0.530513 6.000000 8.000000 21.000000 -1.000000 923.000000 1370.000000 1859.000000 3016.000000 3716.000000 2520.000000 0.001017 1236.050781 0.094528 21.000000 0.237333 0.488758 -0.461266 7.000000 9.000000 62.000000 +1.000000 1233.000000 1789.000000 2377.000000 3813.000000 4044.000000 2625.000000 0.001909 1006.105713 0.071789 13.000000 0.231987 0.571875 -0.386594 2.000000 7.000000 95.000000 1.000000 989.000000 1451.000000 2024.000000 3499.000000 4334.000000 2881.000000 0.004751 1069.870117 0.080951 27.000000 0.267065 0.614017 -0.498358 10.000000 17.000000 77.000000 -1.000000 723.000000 1077.000000 1429.000000 2570.000000 3111.000000 2297.000000 0.003523 1833.407104 0.173816 11.000000 0.285321 0.538448 -0.485673 8.000000 9.000000 82.000000 -1.000000 1050.000000 1338.000000 1687.000000 2649.000000 3521.000000 2534.000000 0.001693 1490.574829 0.115054 10.000000 0.221863 0.466136 -0.449269 4.000000 7.000000 60.000000 -1.000000 832.000000 1131.000000 1472.000000 2585.000000 3075.000000 2480.000000 0.004257 2021.157104 0.156957 12.000000 0.274341 0.545312 -0.462197 2.000000 12.000000 66.000000 -1.000000 937.000000 1392.000000 1933.000000 3079.000000 3806.000000 2505.000000 0.003861 843.617371 0.060328 12.000000 0.228651 0.469301 -0.464409 6.000000 11.000000 91.000000 -1.000000 947.000000 1436.000000 1922.000000 3044.000000 3787.000000 2739.000000 0.001862 1579.433350 0.110585 12.000000 0.225936 0.462793 -0.450124 4.000000 5.000000 77.000000 -1.000000 840.000000 1267.000000 1663.000000 2739.000000 3288.000000 2117.000000 0.002314 1341.639404 0.119588 10.000000 0.244434 0.474826 -0.443688 2.000000 9.000000 72.000000 -1.000000 795.000000 1234.000000 1697.000000 3326.000000 3599.000000 2369.000000 0.009117 1511.445190 0.120271 17.000000 0.324308 0.721777 -0.489344 10.000000 16.000000 73.000000 +1.000000 1064.000000 1502.000000 1921.000000 3163.000000 4084.000000 2851.000000 0.001262 1430.609131 0.116905 24.000000 0.244296 0.554326 -0.462227 3.000000 5.000000 65.000000 1.000000 983.000000 1511.000000 2116.000000 3364.000000 3322.000000 2223.000000 0.005261 1438.920532 0.110815 16.000000 0.227737 0.486049 -0.374715 2.000000 7.000000 75.000000 -1.000000 1247.000000 1889.000000 2553.000000 3939.000000 4102.000000 2762.000000 0.002464 1256.141357 0.078194 14.000000 0.213494 0.511826 -0.369387 2.000000 5.000000 92.000000 -1.000000 1040.000000 1349.000000 1652.000000 2517.000000 3547.000000 3009.000000 0.001122 557.871948 0.045720 18.000000 0.207484 0.416823 -0.448938 2.000000 5.000000 86.000000 1.000000 774.000000 1183.000000 1639.000000 2916.000000 3121.000000 2126.000000 0.005400 1612.403564 0.155277 18.000000 0.280351 0.563644 -0.450279 5.000000 9.000000 70.000000 +1.000000 959.000000 1393.000000 1861.000000 3073.000000 3794.000000 2401.000000 0.002994 1071.371704 0.083000 23.000000 0.245642 0.525096 -0.462888 9.000000 11.000000 93.000000 +1.000000 937.000000 1392.000000 1933.000000 3079.000000 3806.000000 2505.000000 0.003861 843.617371 0.060328 12.000000 0.228651 0.469301 -0.464409 6.000000 11.000000 91.000000 +1.000000 798.000000 1193.000000 1631.000000 2588.000000 3261.000000 2262.000000 0.002089 1376.608643 0.132335 21.000000 0.226831 0.410163 -0.464302 6.000000 9.000000 62.000000 +1.000000 723.000000 1077.000000 1429.000000 2570.000000 3111.000000 2297.000000 0.003523 1833.407104 0.173816 11.000000 0.285321 0.538448 -0.485673 8.000000 9.000000 82.000000 +1.000000 832.000000 1131.000000 1472.000000 2585.000000 3075.000000 2480.000000 0.004257 2021.157104 0.156957 12.000000 0.274341 0.545312 -0.462197 2.000000 12.000000 66.000000 +1.000000 816.000000 1275.000000 1877.000000 2667.000000 3806.000000 2945.000000 0.000908 830.945923 0.070127 12.000000 0.173856 0.283233 -0.498130 2.000000 3.000000 22.000000 1.000000 821.000000 1198.000000 1563.000000 2857.000000 3088.000000 2046.000000 0.006339 2187.675781 0.200677 11.000000 0.292760 0.609988 -0.440971 2.000000 8.000000 61.000000 -1.000000 1233.000000 1789.000000 2377.000000 3813.000000 4044.000000 2625.000000 0.001909 1006.105713 0.071789 13.000000 0.231987 0.571875 -0.386594 2.000000 7.000000 95.000000 +1.000000 877.000000 1307.000000 1760.000000 3133.000000 3247.000000 2215.000000 0.006036 2038.273193 0.173354 33.000000 0.280605 0.607587 -0.425999 4.000000 10.000000 80.000000 +1.000000 1040.000000 1349.000000 1652.000000 2517.000000 3547.000000 3009.000000 0.001122 557.871948 0.045720 18.000000 0.207484 0.416823 -0.448938 2.000000 5.000000 86.000000 +1.000000 951.000000 1420.000000 1988.000000 2883.000000 3958.000000 3078.000000 0.001454 816.872437 0.062365 12.000000 0.183741 0.339916 -0.471923 2.000000 4.000000 30.000000 +1.000000 614.000000 913.000000 1175.000000 2353.000000 2477.000000 1747.000000 0.006992 2130.226807 0.236889 24.000000 0.333900 0.602030 -0.461357 6.000000 10.000000 72.000000 +1.000000 909.000000 1320.000000 1789.000000 2969.000000 4026.000000 2660.000000 0.004666 816.705322 0.061505 22.000000 0.248003 0.514087 -0.506173 7.000000 9.000000 78.000000 +1.000000 914.000000 1304.000000 1789.000000 2833.000000 4251.000000 3324.000000 0.000525 810.488770 0.061304 19.000000 0.225876 0.447042 -0.530513 6.000000 8.000000 21.000000 +1.000000 1050.000000 1338.000000 1687.000000 2649.000000 3521.000000 2534.000000 0.001693 1490.574829 0.115054 10.000000 0.221863 0.466136 -0.449269 4.000000 7.000000 60.000000 1.000000 811.000000 1321.000000 1884.000000 2858.000000 3453.000000 2446.000000 0.001224 704.024902 0.059612 16.000000 0.205399 0.369283 -0.446586 5.000000 8.000000 55.000000 +1.000000 795.000000 1234.000000 1697.000000 3326.000000 3599.000000 2369.000000 0.009117 1511.445190 0.120271 17.000000 0.324308 0.721777 -0.489344 10.000000 16.000000 73.000000 +1.000000 862.000000 1214.000000 1606.000000 2746.000000 3841.000000 2693.000000 0.003740 814.388916 0.053525 11.000000 0.261949 0.529817 -0.519683 7.000000 10.000000 91.000000 +1.000000 632.000000 943.000000 1277.000000 2332.000000 2908.000000 2094.000000 0.004144 1964.065674 0.195595 10.000000 0.292325 0.507572 -0.510257 5.000000 10.000000 63.000000 +1.000000 899.000000 1329.000000 1741.000000 3337.000000 3213.000000 2068.000000 0.008383 2028.621582 0.194274 25.000000 0.314297 0.729148 -0.414795 2.000000 16.000000 81.000000 +1.000000 1247.000000 1889.000000 2553.000000 3939.000000 4102.000000 2762.000000 0.002464 1256.141357 0.078194 14.000000 0.213494 0.511826 -0.369387 2.000000 5.000000 92.000000 +1.000000 928.000000 1422.000000 1967.000000 3384.000000 3528.000000 2377.000000 0.004591 1296.276733 0.098053 14.000000 0.264810 0.585213 -0.425455 5.000000 11.000000 75.000000 1.000000 1029.000000 1561.000000 2176.000000 3157.000000 4105.000000 2892.000000 0.000215 1387.698242 0.095776 9.000000 0.183949 0.361746 -0.448994 5.000000 8.000000 52.000000 +1.000000 923.000000 1370.000000 1859.000000 3016.000000 3716.000000 2520.000000 0.001017 1236.050781 0.094528 21.000000 0.237333 0.488758 -0.461266 7.000000 9.000000 62.000000 +1.000000 840.000000 1267.000000 1663.000000 2739.000000 3288.000000 2117.000000 0.002314 1341.639404 0.119588 10.000000 0.244434 0.474826 -0.443688 2.000000 9.000000 72.000000 +1.000000 947.000000 1436.000000 1922.000000 3044.000000 3787.000000 2739.000000 0.001862 1579.433350 0.110585 12.000000 0.225936 0.462793 -0.450124 4.000000 5.000000 77.000000 1.000000 1120.000000 1719.000000 2416.000000 3603.000000 3938.000000 2662.000000 0.002977 2657.928711 0.177448 11.000000 0.197209 0.427023 -0.392257 2.000000 6.000000 66.000000 -1.000000 959.000000 1393.000000 1861.000000 3073.000000 3794.000000 2401.000000 0.002994 1071.371704 0.083000 23.000000 0.245642 0.525096 -0.462888 9.000000 11.000000 93.000000 -1.000000 614.000000 913.000000 1175.000000 2353.000000 2477.000000 1747.000000 0.006992 2130.226807 0.236889 24.000000 0.333900 0.602030 -0.461357 6.000000 10.000000 72.000000 -1.000000 928.000000 1422.000000 1967.000000 3384.000000 3528.000000 2377.000000 0.004591 1296.276733 0.098053 14.000000 0.264810 0.585213 -0.425455 5.000000 11.000000 75.000000 -1.000000 951.000000 1420.000000 1988.000000 2883.000000 3958.000000 3078.000000 0.001454 816.872437 0.062365 12.000000 0.183741 0.339916 -0.471923 2.000000 4.000000 30.000000 -1.000000 816.000000 1275.000000 1877.000000 2667.000000 3806.000000 2945.000000 0.000908 830.945923 0.070127 12.000000 0.173856 0.283233 -0.498130 2.000000 3.000000 22.000000 -1.000000 868.000000 1345.000000 1883.000000 3276.000000 3675.000000 2332.000000 0.001915 1731.054077 0.131349 25.000000 0.270014 0.579502 -0.464143 6.000000 14.000000 79.000000 -1.000000 798.000000 1193.000000 1631.000000 2588.000000 3261.000000 2262.000000 0.002089 1376.608643 0.132335 21.000000 0.226831 0.410163 -0.464302 6.000000 9.000000 62.000000 -1.000000 611.000000 895.000000 1147.000000 2226.000000 2653.000000 1889.000000 0.005373 1508.842285 0.159023 10.000000 0.319893 0.553891 -0.495490 6.000000 9.000000 68.000000 +1.000000 931.000000 1428.000000 2070.000000 3166.000000 3834.000000 2679.000000 0.002106 1615.037476 0.120909 17.000000 0.209320 0.414874 -0.457241 5.000000 10.000000 57.000000 1.000000 1080.000000 1724.000000 2478.000000 3481.000000 4030.000000 2720.000000 0.001358 735.354492 0.040978 11.000000 0.168317 0.330029 -0.400765 2.000000 5.000000 37.000000 -1.000000 877.000000 1307.000000 1760.000000 3133.000000 3247.000000 2215.000000 0.006036 2038.273193 0.173354 33.000000 0.280605 0.607587 -0.425999 4.000000 10.000000 80.000000 -1.000000 685.000000 1017.000000 1311.000000 2650.000000 3283.000000 2234.000000 0.001876 2091.553467 0.172073 11.000000 0.338046 0.669545 -0.526977 11.000000 15.000000 70.000000 -1.000000 773.000000 1158.000000 1596.000000 2757.000000 3376.000000 2426.000000 0.001367 624.984741 0.052716 15.000000 0.266713 0.517073 -0.489193 14.000000 20.000000 59.000000 -1.000000 806.000000 1176.000000 1561.000000 2562.000000 3715.000000 2573.000000 0.001647 1417.588623 0.134065 15.000000 0.242784 0.452046 -0.519117 4.000000 10.000000 58.000000 1.000000 881.000000 1292.000000 1742.000000 2924.000000 3354.000000 2230.000000 0.005442 1979.193481 0.173677 9.000000 0.253322 0.519576 -0.443823 3.000000 5.000000 52.000000 +1.000000 883.000000 1296.000000 1717.000000 3053.000000 3832.000000 2822.000000 0.003154 1416.867920 0.100370 24.000000 0.280084 0.604195 -0.494540 10.000000 13.000000 87.000000 1.000000 788.000000 1141.000000 1515.000000 2775.000000 3337.000000 2192.000000 0.003083 1266.591797 0.106441 24.000000 0.293706 0.596303 -0.490397 10.000000 17.000000 71.000000 -1.000000 1058.000000 1527.000000 2110.000000 3237.000000 3846.000000 2583.000000 0.007473 1832.434692 0.124094 13.000000 0.210772 0.449516 -0.431602 2.000000 6.000000 55.000000 -1.000000 973.000000 1429.000000 1950.000000 3404.000000 3446.000000 2332.000000 0.005896 1745.790283 0.128313 16.000000 0.271573 0.620575 -0.413744 3.000000 12.000000 79.000000 -1.000000 1170.000000 1889.000000 2542.000000 3854.000000 4132.000000 2556.000000 0.002695 1728.580566 0.112378 10.000000 0.205128 0.465692 -0.372529 2.000000 2.000000 59.000000 -1.000000 980.000000 1389.000000 1761.000000 3123.000000 3770.000000 2698.000000 0.002633 1551.819580 0.145480 25.000000 0.278870 0.635981 -0.461524 4.000000 10.000000 74.000000 -1.000000 790.000000 1130.000000 1379.000000 2718.000000 2727.000000 1830.000000 0.011457 2032.430420 0.205587 11.000000 0.326825 0.685827 -0.414052 3.000000 13.000000 62.000000 -1.000000 918.000000 1417.000000 2026.000000 3431.000000 4042.000000 2570.000000 0.003603 1006.072937 0.072431 27.000000 0.257467 0.561512 -0.480857 9.000000 15.000000 74.000000 -1.000000 691.000000 1016.000000 1338.000000 2505.000000 2726.000000 1770.000000 0.004282 2278.109619 0.218675 11.000000 0.303669 0.569633 -0.456975 4.000000 13.000000 67.000000 -1.000000 931.000000 1428.000000 2070.000000 3166.000000 3834.000000 2679.000000 0.002106 1615.037476 0.120909 17.000000 0.209320 0.414874 -0.457241 5.000000 10.000000 57.000000 -1.000000 784.000000 1253.000000 1795.000000 3112.000000 3236.000000 2075.000000 0.008243 872.109802 0.072626 34.000000 0.268392 0.543719 -0.441746 5.000000 9.000000 87.000000 -1.000000 777.000000 1160.000000 1607.000000 2779.000000 2990.000000 1973.000000 0.007324 2374.022705 0.198663 14.000000 0.267214 0.520849 -0.440964 4.000000 8.000000 71.000000 1.000000 1056.000000 1514.000000 2011.000000 3258.000000 3739.000000 2653.000000 0.003635 1154.151123 0.091280 28.000000 0.236667 0.530076 -0.423567 5.000000 9.000000 56.000000 -1.000000 883.000000 1296.000000 1717.000000 3053.000000 3832.000000 2822.000000 0.003154 1416.867920 0.100370 24.000000 0.280084 0.604195 -0.494540 10.000000 13.000000 87.000000 -1.000000 950.000000 1367.000000 1843.000000 3022.000000 3304.000000 2335.000000 0.002336 1634.753662 0.131990 26.000000 0.242343 0.510962 -0.414686 4.000000 8.000000 83.000000 -1.000000 1008.000000 1626.000000 2363.000000 3862.000000 4081.000000 2577.000000 0.001492 1607.736206 0.095685 23.000000 0.240803 0.544034 -0.430173 7.000000 11.000000 91.000000 +1.000000 868.000000 1345.000000 1883.000000 3276.000000 3675.000000 2332.000000 0.001915 1731.054077 0.131349 25.000000 0.270014 0.579502 -0.464143 6.000000 14.000000 79.000000 +1.000000 685.000000 1017.000000 1311.000000 2650.000000 3283.000000 2234.000000 0.001876 2091.553467 0.172073 11.000000 0.338046 0.669545 -0.526977 11.000000 15.000000 70.000000 +1.000000 790.000000 1130.000000 1379.000000 2718.000000 2727.000000 1830.000000 0.011457 2032.430420 0.205587 11.000000 0.326825 0.685827 -0.414052 3.000000 13.000000 62.000000 +1.000000 1021.000000 1517.000000 2000.000000 3162.000000 3824.000000 2507.000000 0.001364 1378.597656 0.107450 14.000000 0.225107 0.482434 -0.431942 2.000000 4.000000 57.000000 +1.000000 773.000000 1158.000000 1596.000000 2757.000000 3376.000000 2426.000000 0.001367 624.984741 0.052716 15.000000 0.266713 0.517073 -0.489193 14.000000 20.000000 59.000000 1.000000 1176.000000 1734.000000 2342.000000 3451.000000 4301.000000 3028.000000 0.002218 995.802002 0.069098 10.000000 0.191438 0.418900 -0.425352 4.000000 5.000000 53.000000 -1.000000 1067.000000 1634.000000 2304.000000 3616.000000 4041.000000 2540.000000 0.000877 1220.491699 0.088474 21.000000 0.221622 0.492523 -0.424141 6.000000 8.000000 71.000000 +1.000000 1008.000000 1626.000000 2363.000000 3862.000000 4081.000000 2577.000000 0.001492 1607.736206 0.095685 23.000000 0.240803 0.544034 -0.430173 7.000000 11.000000 91.000000 +1.000000 648.000000 995.000000 1263.000000 2556.000000 3202.000000 2339.000000 0.003257 1618.802246 0.137414 17.000000 0.338570 0.647692 -0.525852 9.000000 16.000000 60.000000 +1.000000 777.000000 1160.000000 1607.000000 2779.000000 2990.000000 1973.000000 0.007324 2374.022705 0.198663 14.000000 0.267214 0.520849 -0.440964 4.000000 8.000000 71.000000 +1.000000 973.000000 1429.000000 1950.000000 3404.000000 3446.000000 2332.000000 0.005896 1745.790283 0.128313 16.000000 0.271573 0.620575 -0.413744 3.000000 12.000000 79.000000 +1.000000 784.000000 1253.000000 1795.000000 3112.000000 3236.000000 2075.000000 0.008243 872.109802 0.072626 34.000000 0.268392 0.543719 -0.441746 5.000000 9.000000 87.000000 1.000000 834.000000 1358.000000 2013.000000 3232.000000 3392.000000 2104.000000 0.003708 856.620361 0.064904 11.000000 0.232412 0.460633 -0.428211 6.000000 10.000000 67.000000 +1.000000 1058.000000 1527.000000 2110.000000 3237.000000 3846.000000 2583.000000 0.007473 1832.434692 0.124094 13.000000 0.210772 0.449516 -0.431602 2.000000 6.000000 55.000000 +1.000000 806.000000 1176.000000 1561.000000 2562.000000 3715.000000 2573.000000 0.001647 1417.588623 0.134065 15.000000 0.242784 0.452046 -0.519117 4.000000 10.000000 58.000000 +1.000000 918.000000 1417.000000 2026.000000 3431.000000 4042.000000 2570.000000 0.003603 1006.072937 0.072431 27.000000 0.257467 0.561512 -0.480857 9.000000 15.000000 74.000000 +1.000000 630.000000 951.000000 1261.000000 2483.000000 2873.000000 1887.000000 0.005260 1902.836060 0.190731 18.000000 0.326389 0.603286 -0.502615 7.000000 11.000000 74.000000 +1.000000 1170.000000 1889.000000 2542.000000 3854.000000 4132.000000 2556.000000 0.002695 1728.580566 0.112378 10.000000 0.205128 0.465692 -0.372529 2.000000 2.000000 59.000000 +1.000000 611.000000 895.000000 1147.000000 2226.000000 2653.000000 1889.000000 0.005373 1508.842285 0.159023 10.000000 0.319893 0.553891 -0.495490 6.000000 9.000000 68.000000 +1.000000 920.000000 1456.000000 2079.000000 3208.000000 3893.000000 2598.000000 0.001210 689.233215 0.054246 10.000000 0.213543 0.425702 -0.455599 7.000000 9.000000 64.000000 +1.000000 1067.000000 1634.000000 2304.000000 3616.000000 4041.000000 2540.000000 0.000877 1220.491699 0.088474 21.000000 0.221622 0.492523 -0.424141 6.000000 8.000000 71.000000 +1.000000 980.000000 1389.000000 1761.000000 3123.000000 3770.000000 2698.000000 0.002633 1551.819580 0.145480 25.000000 0.278870 0.635981 -0.461524 4.000000 10.000000 74.000000 1.000000 842.000000 1244.000000 1643.000000 3132.000000 3389.000000 2220.000000 0.006152 2032.549927 0.161221 11.000000 0.311832 0.689676 -0.462983 5.000000 10.000000 78.000000 -1.000000 1042.000000 1438.000000 1889.000000 3003.000000 4216.000000 3076.000000 0.001560 678.082825 0.047429 13.000000 0.227719 0.491861 -0.491334 6.000000 8.000000 66.000000 +1.000000 950.000000 1367.000000 1843.000000 3022.000000 3304.000000 2335.000000 0.002336 1634.753662 0.131990 26.000000 0.242343 0.510962 -0.414686 4.000000 8.000000 83.000000 +1.000000 1214.000000 1735.000000 2280.000000 3251.000000 4253.000000 3181.000000 0.002581 939.006348 0.059156 12.000000 0.175556 0.374690 -0.420508 2.000000 5.000000 47.000000 1.000000 1039.000000 1544.000000 2055.000000 3465.000000 3606.000000 2516.000000 0.010085 1136.668213 0.080229 32.000000 0.255435 0.590427 -0.400388 4.000000 9.000000 78.000000 -1.000000 955.000000 1477.000000 1967.000000 3273.000000 3618.000000 2409.000000 0.005788 2049.168701 0.145765 25.000000 0.249237 0.541471 -0.420216 2.000000 4.000000 84.000000 -1.000000 920.000000 1456.000000 2079.000000 3208.000000 3893.000000 2598.000000 0.001210 689.233215 0.054246 10.000000 0.213543 0.425702 -0.455599 7.000000 9.000000 64.000000 +1.000000 691.000000 1016.000000 1338.000000 2505.000000 2726.000000 1770.000000 0.004282 2278.109619 0.218675 11.000000 0.303669 0.569633 -0.456975 4.000000 13.000000 67.000000 +1.000000 858.000000 1341.000000 1910.000000 3453.000000 3774.000000 2203.000000 0.001135 1092.981079 0.084931 11.000000 0.287712 0.637300 -0.475660 8.000000 12.000000 81.000000 1.000000 784.000000 1154.000000 1453.000000 3118.000000 3101.000000 1979.000000 0.009260 1467.239868 0.130400 26.000000 0.364253 0.825841 -0.457579 11.000000 15.000000 79.000000 +1.000000 955.000000 1477.000000 1967.000000 3273.000000 3618.000000 2409.000000 0.005788 2049.168701 0.145765 25.000000 0.249237 0.541471 -0.420216 2.000000 4.000000 84.000000 +1.000000 944.000000 1266.000000 1654.000000 2932.000000 4100.000000 2811.000000 0.003654 877.347412 0.062585 19.000000 0.278674 0.614728 -0.528140 8.000000 15.000000 83.000000 +1.000000 1042.000000 1438.000000 1889.000000 3003.000000 4216.000000 3076.000000 0.001560 678.082825 0.047429 13.000000 0.227719 0.491861 -0.491334 6.000000 8.000000 66.000000 1.000000 956.000000 1386.000000 1862.000000 2928.000000 3829.000000 2775.000000 0.008855 1652.235718 0.120474 16.000000 0.222547 0.451520 -0.468456 2.000000 3.000000 41.000000 -1.000000 1067.000000 1435.000000 1811.000000 2850.000000 3700.000000 2965.000000 0.003237 1802.497925 0.137653 24.000000 0.222914 0.480069 -0.441091 2.000000 6.000000 75.000000 -1.000000 967.000000 1476.000000 2015.000000 3231.000000 3530.000000 2283.000000 0.002967 1318.064087 0.098987 17.000000 0.231796 0.490723 -0.410308 2.000000 19.000000 47.000000 -1.000000 1214.000000 1735.000000 2280.000000 3251.000000 4253.000000 3181.000000 0.002581 939.006348 0.059156 12.000000 0.175556 0.374690 -0.420508 2.000000 5.000000 47.000000 -1.000000 1021.000000 1517.000000 2000.000000 3162.000000 3824.000000 2507.000000 0.001364 1378.597656 0.107450 14.000000 0.225107 0.482434 -0.431942 2.000000 4.000000 57.000000 +1.000000 963.000000 1399.000000 1796.000000 3314.000000 3672.000000 2359.000000 0.004141 1359.220581 0.108962 25.000000 0.297065 0.696010 -0.448235 12.000000 19.000000 84.000000 1.000000 795.000000 1220.000000 1674.000000 3023.000000 3089.000000 2180.000000 0.009391 2296.435059 0.184045 13.000000 0.287205 0.595362 -0.433743 4.000000 6.000000 66.000000 +1.000000 881.000000 1377.000000 1947.000000 3363.000000 3436.000000 2123.000000 0.005686 2838.446777 0.218619 35.000000 0.266667 0.576656 -0.427800 2.000000 11.000000 76.000000 +1.000000 917.000000 1319.000000 1744.000000 2960.000000 3189.000000 2262.000000 0.008430 1489.037598 0.114722 18.000000 0.258503 0.546716 -0.414818 3.000000 10.000000 74.000000 +1.000000 611.000000 931.000000 1232.000000 2709.000000 3156.000000 2154.000000 0.012198 1679.324097 0.134128 17.000000 0.374778 0.742873 -0.544409 9.000000 23.000000 64.000000 1.000000 848.000000 1384.000000 2031.000000 4003.000000 3684.000000 2168.000000 0.004111 1656.243896 0.130336 23.000000 0.326815 0.781528 -0.453828 11.000000 15.000000 79.000000 -1.000000 858.000000 1341.000000 1910.000000 3453.000000 3774.000000 2203.000000 0.001135 1092.981079 0.084931 11.000000 0.287712 0.637300 -0.475660 8.000000 12.000000 81.000000 -1.000000 963.000000 1399.000000 1796.000000 3314.000000 3672.000000 2359.000000 0.004141 1359.220581 0.108962 25.000000 0.297065 0.696010 -0.448235 12.000000 19.000000 84.000000 -1.000000 630.000000 951.000000 1261.000000 2483.000000 2873.000000 1887.000000 0.005260 1902.836060 0.190731 18.000000 0.326389 0.603286 -0.502615 7.000000 11.000000 74.000000 +1.000000 1067.000000 1435.000000 1811.000000 2850.000000 3700.000000 2965.000000 0.003237 1802.497925 0.137653 24.000000 0.222914 0.480069 -0.441091 2.000000 6.000000 75.000000 +1.000000 674.000000 990.000000 1172.000000 2834.000000 2608.000000 1744.000000 0.010933 2462.208984 0.274801 13.000000 0.414878 0.896975 -0.449694 5.000000 17.000000 78.000000 +1.000000 1100.000000 1794.000000 2615.000000 3910.000000 4592.000000 3246.000000 0.003195 1206.567627 0.071445 8.000000 0.198467 0.430631 -0.438146 5.000000 11.000000 43.000000 +1.000000 967.000000 1476.000000 2015.000000 3231.000000 3530.000000 2283.000000 0.002967 1318.064087 0.098987 17.000000 0.231796 0.490723 -0.410308 2.000000 19.000000 47.000000 1.000000 943.000000 1508.000000 2145.000000 3594.000000 3827.000000 2501.000000 0.014686 1412.686157 0.100316 22.000000 0.252483 0.557874 -0.434677 4.000000 8.000000 81.000000 1.000000 862.000000 1215.000000 1591.000000 2775.000000 3245.000000 2304.000000 0.002259 1811.309326 0.151489 13.000000 0.271186 0.557409 -0.455157 7.000000 13.000000 67.000000 -1.000000 648.000000 995.000000 1263.000000 2556.000000 3202.000000 2339.000000 0.003257 1618.802246 0.137414 17.000000 0.338570 0.647692 -0.525852 9.000000 16.000000 60.000000 +1.000000 824.000000 1321.000000 1791.000000 2716.000000 4209.000000 3471.000000 0.000712 1110.410645 0.081487 15.000000 0.205236 0.366124 -0.522242 2.000000 5.000000 47.000000 1.000000 660.000000 1026.000000 1405.000000 2916.000000 2729.000000 1814.000000 0.006817 1593.864868 0.154836 32.000000 0.349688 0.715557 -0.453529 10.000000 20.000000 80.000000 1.000000 878.000000 1353.000000 1879.000000 3106.000000 3631.000000 2347.000000 0.001680 924.645691 0.074004 11.000000 0.246138 0.505670 -0.457063 4.000000 13.000000 78.000000 +1.000000 782.000000 1107.000000 1435.000000 2633.000000 2675.000000 1952.000000 0.005793 1611.456299 0.153091 34.000000 0.294494 0.586637 -0.414595 7.000000 13.000000 78.000000 1.000000 943.000000 1469.000000 2120.000000 3340.000000 3975.000000 2549.000000 0.001507 1045.556763 0.076470 25.000000 0.223443 0.463167 -0.460323 7.000000 8.000000 81.000000 -1.000000 1100.000000 1794.000000 2615.000000 3910.000000 4592.000000 3246.000000 0.003195 1206.567627 0.071445 8.000000 0.198467 0.430631 -0.438146 5.000000 11.000000 43.000000 1.000000 730.000000 1124.000000 1513.000000 2663.000000 2789.000000 1824.000000 0.003400 1680.916992 0.179317 19.000000 0.275383 0.521478 -0.425505 3.000000 10.000000 56.000000 +1.000000 747.000000 1108.000000 1470.000000 2676.000000 3031.000000 2033.000000 0.006504 2052.609863 0.214957 11.000000 0.290883 0.568335 -0.464605 2.000000 8.000000 64.000000 +1.000000 946.000000 1414.000000 1891.000000 3198.000000 4159.000000 2722.000000 0.003829 1134.443115 0.079856 29.000000 0.256828 0.559507 -0.492553 3.000000 10.000000 68.000000 1.000000 971.000000 1419.000000 1870.000000 3343.000000 3890.000000 2756.000000 0.006088 1720.386597 0.157128 24.000000 0.282563 0.653001 -0.465436 3.000000 19.000000 76.000000 -1.000000 782.000000 1107.000000 1435.000000 2633.000000 2675.000000 1952.000000 0.005793 1611.456299 0.153091 34.000000 0.294494 0.586637 -0.414595 7.000000 13.000000 78.000000 -1.000000 881.000000 1377.000000 1947.000000 3363.000000 3436.000000 2123.000000 0.005686 2838.446777 0.218619 35.000000 0.266667 0.576656 -0.427800 2.000000 11.000000 76.000000 -1.000000 845.000000 1217.000000 1547.000000 2847.000000 3261.000000 2328.000000 0.003947 2100.985840 0.169038 24.000000 0.295858 0.626609 -0.456454 4.000000 10.000000 74.000000 1.000000 740.000000 1159.000000 1596.000000 3117.000000 2901.000000 1746.000000 0.006200 2307.867676 0.209491 24.000000 0.322724 0.684511 -0.429064 2.000000 16.000000 79.000000 -1.000000 674.000000 990.000000 1172.000000 2834.000000 2608.000000 1744.000000 0.010933 2462.208984 0.274801 13.000000 0.414878 0.896975 -0.449694 5.000000 17.000000 78.000000 -1.000000 824.000000 1321.000000 1791.000000 2716.000000 4209.000000 3471.000000 0.000712 1110.410645 0.081487 15.000000 0.205236 0.366124 -0.522242 2.000000 5.000000 47.000000 +1.000000 718.000000 1097.000000 1494.000000 2660.000000 3082.000000 2151.000000 0.002740 1691.904907 0.142415 10.000000 0.280693 0.531453 -0.474994 8.000000 11.000000 70.000000 +1.000000 845.000000 1217.000000 1547.000000 2847.000000 3261.000000 2328.000000 0.003947 2100.985840 0.169038 24.000000 0.295858 0.626609 -0.456454 4.000000 10.000000 74.000000 1.000000 1000.000000 1487.000000 2025.000000 3307.000000 3560.000000 2456.000000 0.005387 1662.603271 0.119997 12.000000 0.240435 0.527748 -0.410739 8.000000 11.000000 60.000000 +1.000000 803.000000 1200.000000 1479.000000 2736.000000 3138.000000 2390.000000 0.009426 2413.659424 0.182678 12.000000 0.298221 0.611403 -0.446750 2.000000 7.000000 81.000000 1.000000 789.000000 1196.000000 1617.000000 3082.000000 3129.000000 2097.000000 0.015890 1459.375977 0.121052 24.000000 0.311768 0.667636 -0.446936 8.000000 16.000000 81.000000 -1.000000 747.000000 1108.000000 1470.000000 2676.000000 3031.000000 2033.000000 0.006504 2052.609863 0.214957 11.000000 0.290883 0.568335 -0.464605 2.000000 8.000000 64.000000 -1.000000 917.000000 1319.000000 1744.000000 2960.000000 3189.000000 2262.000000 0.008430 1489.037598 0.114722 18.000000 0.258503 0.546716 -0.414818 3.000000 10.000000 74.000000 1.000000 1207.000000 1829.000000 2472.000000 3445.000000 4233.000000 2909.000000 0.001740 1073.915527 0.072971 12.000000 0.164441 0.339790 -0.396569 2.000000 2.000000 43.000000 -1.000000 946.000000 1414.000000 1891.000000 3198.000000 4159.000000 2722.000000 0.003829 1134.443115 0.079856 29.000000 0.256828 0.559507 -0.492553 3.000000 10.000000 68.000000 1.000000 842.000000 1128.000000 1457.000000 2492.000000 3046.000000 2154.000000 0.004062 1305.276733 0.108779 9.000000 0.262092 0.509493 -0.459511 7.000000 13.000000 65.000000 1.000000 788.000000 1087.000000 1357.000000 2586.000000 3508.000000 2492.000000 0.003173 922.019836 0.077218 17.000000 0.311692 0.632189 -0.526877 9.000000 16.000000 58.000000 1.000000 827.000000 1170.000000 1641.000000 2753.000000 3269.000000 2119.000000 0.003085 1931.290161 0.207678 11.000000 0.253072 0.495426 -0.472854 3.000000 13.000000 59.000000 -1.000000 824.000000 1227.000000 1686.000000 3002.000000 3164.000000 2093.000000 0.004586 2192.377197 0.185834 11.000000 0.280717 0.584752 -0.441130 3.000000 6.000000 52.000000 -1.000000 1112.000000 1607.000000 2155.000000 3415.000000 4081.000000 2789.000000 0.000892 1118.584106 0.077209 24.000000 0.226212 0.514974 -0.434951 3.000000 8.000000 79.000000 -1.000000 891.000000 1298.000000 1771.000000 2862.000000 3940.000000 3050.000000 0.002143 1138.632446 0.076817 10.000000 0.235485 0.469194 -0.504391 9.000000 11.000000 70.000000 -1.000000 803.000000 1200.000000 1479.000000 2736.000000 3138.000000 2390.000000 0.009426 2413.659424 0.182678 12.000000 0.298221 0.611403 -0.446750 2.000000 7.000000 81.000000 1.000000 917.000000 1465.000000 2095.000000 3165.000000 3468.000000 2353.000000 0.005505 1231.675049 0.094138 18.000000 0.203422 0.395226 -0.406041 2.000000 5.000000 95.000000 +1.000000 1112.000000 1607.000000 2155.000000 3415.000000 4081.000000 2789.000000 0.000892 1118.584106 0.077209 24.000000 0.226212 0.514974 -0.434951 3.000000 8.000000 79.000000 1.000000 801.000000 1269.000000 1723.000000 3472.000000 3266.000000 2045.000000 0.008242 1811.810791 0.140899 24.000000 0.336670 0.770623 -0.440353 6.000000 21.000000 80.000000 -1.000000 718.000000 1097.000000 1494.000000 2660.000000 3082.000000 2151.000000 0.002740 1691.904907 0.142415 10.000000 0.280693 0.531453 -0.474994 8.000000 11.000000 70.000000 +1.000000 824.000000 1227.000000 1686.000000 3002.000000 3164.000000 2093.000000 0.004586 2192.377197 0.185834 11.000000 0.280717 0.584752 -0.441130 3.000000 6.000000 52.000000 +1.000000 891.000000 1298.000000 1771.000000 2862.000000 3940.000000 3050.000000 0.002143 1138.632446 0.076817 10.000000 0.235485 0.469194 -0.504391 9.000000 11.000000 70.000000 1.000000 921.000000 1448.000000 1951.000000 3455.000000 3512.000000 2228.000000 0.010733 1499.417603 0.098684 17.000000 0.278209 0.627264 -0.416129 2.000000 6.000000 89.000000 +1.000000 654.000000 1039.000000 1337.000000 2846.000000 3645.000000 2375.000000 0.002752 1914.251343 0.157106 11.000000 0.360746 0.737034 -0.556362 10.000000 17.000000 76.000000 +1.000000 588.000000 942.000000 1256.000000 2463.000000 3057.000000 2051.000000 0.004653 1875.790405 0.211548 18.000000 0.324550 0.582322 -0.528882 6.000000 8.000000 73.000000 1.000000 844.000000 1254.000000 1798.000000 2705.000000 3370.000000 2464.000000 0.002659 654.671204 0.064670 11.000000 0.201421 0.359994 -0.457612 4.000000 6.000000 65.000000 1.000000 975.000000 1489.000000 2068.000000 3482.000000 3820.000000 2498.000000 0.003069 1975.221680 0.144774 25.000000 0.254775 0.570447 -0.439066 4.000000 12.000000 79.000000 1.000000 812.000000 1128.000000 1419.000000 2436.000000 3157.000000 2396.000000 0.003824 1216.667236 0.110615 20.000000 0.263813 0.501029 -0.473512 3.000000 8.000000 51.000000 1.000000 985.000000 1495.000000 2149.000000 3456.000000 3906.000000 2519.000000 0.003051 1056.317871 0.076822 23.000000 0.233185 0.505431 -0.446399 8.000000 11.000000 63.000000 -1.000000 1175.000000 1803.000000 2477.000000 3829.000000 4250.000000 2808.000000 0.008041 1308.921265 0.083165 25.000000 0.214399 0.497179 -0.404262 2.000000 6.000000 84.000000 -1.000000 701.000000 1049.000000 1454.000000 2481.000000 3053.000000 2090.000000 0.001057 1407.797363 0.128401 13.000000 0.260991 0.464487 -0.488542 8.000000 10.000000 61.000000 -1.000000 909.000000 1237.000000 1574.000000 2721.000000 3469.000000 2622.000000 0.012427 1423.786621 0.117340 15.000000 0.267055 0.557981 -0.474288 2.000000 11.000000 81.000000 1.000000 812.000000 1129.000000 1380.000000 2830.000000 3491.000000 2413.000000 0.011292 1950.020752 0.133548 26.000000 0.344418 0.755186 -0.511255 3.000000 14.000000 76.000000 1.000000 706.000000 1113.000000 1520.000000 2773.000000 2932.000000 1819.000000 0.008046 1780.082886 0.173049 18.000000 0.291870 0.564816 -0.449691 2.000000 2.000000 71.000000 -1.000000 611.000000 931.000000 1232.000000 2709.000000 3156.000000 2154.000000 0.012198 1679.324097 0.134128 17.000000 0.374778 0.742873 -0.544409 9.000000 23.000000 64.000000 -1.000000 814.000000 1227.000000 1743.000000 2842.000000 3565.000000 2721.000000 0.002339 1068.777344 0.085511 37.000000 0.239695 0.460101 -0.487896 9.000000 13.000000 77.000000 +1.000000 909.000000 1237.000000 1574.000000 2721.000000 3469.000000 2622.000000 0.012427 1423.786621 0.117340 15.000000 0.267055 0.557981 -0.474288 2.000000 11.000000 81.000000 1.000000 1056.000000 1610.000000 2208.000000 3458.000000 3861.000000 2631.000000 0.002043 1549.197998 0.110115 24.000000 0.220614 0.483844 -0.411442 3.000000 7.000000 77.000000 -1.000000 944.000000 1266.000000 1654.000000 2932.000000 4100.000000 2811.000000 0.003654 877.347412 0.062585 19.000000 0.278674 0.614728 -0.528140 8.000000 15.000000 83.000000 +1.000000 1175.000000 1803.000000 2477.000000 3829.000000 4250.000000 2808.000000 0.008041 1308.921265 0.083165 25.000000 0.214399 0.497179 -0.404262 2.000000 6.000000 84.000000 1.000000 831.000000 1272.000000 1773.000000 2706.000000 3250.000000 2125.000000 0.004023 913.780945 0.083401 18.000000 0.208305 0.375176 -0.437417 2.000000 5.000000 65.000000 -1.000000 877.000000 1329.000000 1745.000000 3082.000000 3065.000000 1939.000000 0.006885 2335.373535 0.215983 12.000000 0.276984 0.594431 -0.395084 2.000000 16.000000 71.000000 +1.000000 814.000000 1227.000000 1743.000000 2842.000000 3565.000000 2721.000000 0.002339 1068.777344 0.085511 37.000000 0.239695 0.460101 -0.487896 9.000000 13.000000 77.000000 +1.000000 701.000000 1049.000000 1454.000000 2481.000000 3053.000000 2090.000000 0.001057 1407.797363 0.128401 13.000000 0.260991 0.464487 -0.488542 8.000000 10.000000 61.000000 1.000000 881.000000 1316.000000 1800.000000 2983.000000 4083.000000 2773.000000 0.000839 1049.013794 0.081256 24.000000 0.247334 0.504994 -0.512502 8.000000 13.000000 62.000000 -1.000000 588.000000 942.000000 1256.000000 2463.000000 3057.000000 2051.000000 0.004653 1875.790405 0.211548 18.000000 0.324550 0.582322 -0.528882 6.000000 8.000000 73.000000 +1.000000 859.000000 1174.000000 1509.000000 2527.000000 3927.000000 2929.000000 0.001234 694.488708 0.051973 22.000000 0.252230 0.490238 -0.539698 7.000000 12.000000 74.000000 +1.000000 877.000000 1329.000000 1745.000000 3082.000000 3065.000000 1939.000000 0.006885 2335.373535 0.215983 12.000000 0.276984 0.594431 -0.395084 2.000000 16.000000 71.000000 1.000000 1205.000000 1971.000000 2824.000000 4076.000000 4207.000000 2597.000000 0.000515 850.828857 0.055702 10.000000 0.181449 0.397153 -0.361929 2.000000 5.000000 56.000000 -1.000000 1021.000000 1565.000000 2079.000000 3635.000000 3523.000000 2231.000000 0.006382 1733.562256 0.125264 16.000000 0.272314 0.644757 -0.384827 2.000000 7.000000 84.000000 +1.000000 936.000000 1426.000000 2015.000000 3023.000000 3560.000000 2536.000000 0.002469 549.407959 0.044239 17.000000 0.200079 0.385916 -0.427998 3.000000 6.000000 46.000000 1.000000 855.000000 1261.000000 1758.000000 3118.000000 3790.000000 2526.000000 0.002940 1126.349609 0.077136 19.000000 0.278917 0.594968 -0.500693 8.000000 16.000000 73.000000 +1.000000 1021.000000 1565.000000 2079.000000 3635.000000 3523.000000 2231.000000 0.006382 1733.562256 0.125264 16.000000 0.272314 0.644757 -0.384827 2.000000 7.000000 84.000000 1.000000 692.000000 1047.000000 1406.000000 2596.000000 2477.000000 1724.000000 0.006857 2301.015137 0.230110 33.000000 0.297351 0.561431 -0.405789 3.000000 9.000000 78.000000 -1.000000 859.000000 1174.000000 1509.000000 2527.000000 3927.000000 2929.000000 0.001234 694.488708 0.051973 22.000000 0.252230 0.490238 -0.539698 7.000000 12.000000 74.000000 -1.000000 936.000000 1426.000000 2015.000000 3023.000000 3560.000000 2536.000000 0.002469 549.407959 0.044239 17.000000 0.200079 0.385916 -0.427998 3.000000 6.000000 46.000000 -1.000000 639.000000 1061.000000 1595.000000 3145.000000 3269.000000 1950.000000 0.002095 1514.141846 0.163554 15.000000 0.327004 0.664243 -0.509931 12.000000 18.000000 75.000000 -1.000000 865.000000 1301.000000 1794.000000 3081.000000 3660.000000 2414.000000 0.002863 1511.242676 0.120964 24.000000 0.264000 0.552656 -0.475509 10.000000 13.000000 79.000000 1.000000 941.000000 1406.000000 1884.000000 3081.000000 3735.000000 2420.000000 0.001297 1496.896118 0.119369 25.000000 0.241088 0.506837 -0.453025 2.000000 7.000000 73.000000 -1.000000 913.000000 1392.000000 1981.000000 3781.000000 3611.000000 2204.000000 0.010134 2087.883057 0.158141 37.000000 0.312392 0.747113 -0.443534 8.000000 14.000000 76.000000 1.000000 807.000000 1155.000000 1515.000000 2686.000000 3086.000000 2224.000000 0.004867 1038.700317 0.094071 17.000000 0.278743 0.555622 -0.455317 9.000000 12.000000 70.000000 -1.000000 596.000000 871.000000 1214.000000 2225.000000 2610.000000 1803.000000 0.004453 2143.406982 0.242709 10.000000 0.293981 0.490052 -0.499569 5.000000 12.000000 61.000000 +1.000000 639.000000 1061.000000 1595.000000 3145.000000 3269.000000 1950.000000 0.002095 1514.141846 0.163554 15.000000 0.327004 0.664243 -0.509931 12.000000 18.000000 75.000000 +1.000000 865.000000 1301.000000 1794.000000 3081.000000 3660.000000 2414.000000 0.002863 1511.242676 0.120964 24.000000 0.264000 0.552656 -0.475509 10.000000 13.000000 79.000000 1.000000 912.000000 1483.000000 2217.000000 3536.000000 3622.000000 2232.000000 0.005577 1666.467285 0.120650 17.000000 0.229272 0.478577 -0.419001 2.000000 5.000000 50.000000 -1.000000 676.000000 1056.000000 1429.000000 2737.000000 3237.000000 2124.000000 0.004858 1575.936768 0.152860 33.000000 0.313970 0.610456 -0.508036 5.000000 14.000000 65.000000 -1.000000 654.000000 1039.000000 1337.000000 2846.000000 3645.000000 2375.000000 0.002752 1914.251343 0.157106 11.000000 0.360746 0.737034 -0.556362 10.000000 17.000000 76.000000 +1.000000 596.000000 871.000000 1214.000000 2225.000000 2610.000000 1803.000000 0.004453 2143.406982 0.242709 10.000000 0.293981 0.490052 -0.499569 5.000000 12.000000 61.000000 1.000000 834.000000 1192.000000 1546.000000 2661.000000 3094.000000 2104.000000 0.001663 1616.070557 0.142224 11.000000 0.265034 0.525105 -0.443770 5.000000 12.000000 62.000000 -1.000000 975.000000 1480.000000 1992.000000 3567.000000 3750.000000 2318.000000 0.004326 1160.961304 0.080634 23.000000 0.283324 0.664461 -0.434034 9.000000 12.000000 94.000000 -1.000000 786.000000 1151.000000 1444.000000 2324.000000 2940.000000 2188.000000 0.002900 1714.359619 0.158098 12.000000 0.233546 0.409370 -0.437301 2.000000 5.000000 55.000000 1.000000 774.000000 1222.000000 1672.000000 3230.000000 3051.000000 1855.000000 0.007373 2757.183838 0.220035 24.000000 0.317829 0.689247 -0.428037 2.000000 17.000000 83.000000 +1.000000 676.000000 1056.000000 1429.000000 2737.000000 3237.000000 2124.000000 0.004858 1575.936768 0.152860 33.000000 0.313970 0.610456 -0.508036 5.000000 14.000000 65.000000 +1.000000 786.000000 1151.000000 1444.000000 2324.000000 2940.000000 2188.000000 0.002900 1714.359619 0.158098 12.000000 0.233546 0.409370 -0.437301 2.000000 5.000000 55.000000 +1.000000 761.000000 1141.000000 1556.000000 2763.000000 3321.000000 2335.000000 0.002831 1730.491211 0.150347 13.000000 0.279463 0.548035 -0.488570 7.000000 10.000000 65.000000 1.000000 988.000000 1564.000000 2206.000000 3545.000000 3732.000000 2348.000000 0.006097 1445.186401 0.116586 18.000000 0.232829 0.507226 -0.409366 2.000000 7.000000 92.000000 +1.000000 975.000000 1480.000000 1992.000000 3567.000000 3750.000000 2318.000000 0.004326 1160.961304 0.080634 23.000000 0.283324 0.664461 -0.434034 9.000000 12.000000 94.000000 1.000000 695.000000 1151.000000 1571.000000 2795.000000 3898.000000 3094.000000 0.002576 906.965271 0.069224 17.000000 0.280348 0.532915 -0.544068 7.000000 14.000000 61.000000 1.000000 1040.000000 1702.000000 2405.000000 3724.000000 4504.000000 3144.000000 0.005475 790.851990 0.046171 17.000000 0.215206 0.468143 -0.451499 2.000000 5.000000 47.000000 -1.000000 761.000000 1141.000000 1556.000000 2763.000000 3321.000000 2335.000000 0.002831 1730.491211 0.150347 13.000000 0.279463 0.548035 -0.488570 7.000000 10.000000 65.000000 1.000000 939.000000 1434.000000 1931.000000 2828.000000 3641.000000 2466.000000 0.001658 989.743042 0.078817 12.000000 0.188485 0.349050 -0.434877 2.000000 3.000000 51.000000 -1.000000 763.000000 1096.000000 1491.000000 2609.000000 3511.000000 2436.000000 0.000960 1282.545166 0.103467 11.000000 0.272683 0.520706 -0.524202 10.000000 14.000000 70.000000 +1.000000 913.000000 1392.000000 1981.000000 3781.000000 3611.000000 2204.000000 0.010134 2087.883057 0.158141 37.000000 0.312392 0.747113 -0.443534 8.000000 14.000000 76.000000 +1.000000 1118.000000 1633.000000 2168.000000 3447.000000 4412.000000 3212.000000 0.003679 1453.949463 0.101097 24.000000 0.227783 0.522208 -0.459719 2.000000 13.000000 78.000000 +1.000000 774.000000 1144.000000 1553.000000 2828.000000 2915.000000 1990.000000 0.002922 2412.134033 0.193452 10.000000 0.291029 0.587733 -0.436314 9.000000 10.000000 72.000000 +1.000000 765.000000 1205.000000 1788.000000 3523.000000 3377.000000 1842.000000 0.002197 1693.435425 0.137560 13.000000 0.326680 0.729656 -0.474029 14.000000 18.000000 78.000000 1.000000 833.000000 1204.000000 1621.000000 2768.000000 3040.000000 2105.000000 0.007099 1635.319702 0.144186 19.000000 0.261335 0.520575 -0.432611 3.000000 6.000000 70.000000 +1.000000 763.000000 1096.000000 1491.000000 2609.000000 3511.000000 2436.000000 0.000960 1282.545166 0.103467 11.000000 0.272683 0.520706 -0.524202 10.000000 14.000000 70.000000 1.000000 764.000000 1216.000000 1706.000000 2900.000000 3168.000000 2229.000000 0.002718 1321.854980 0.115720 33.000000 0.259227 0.502460 -0.445255 6.000000 10.000000 76.000000 -1.000000 774.000000 1144.000000 1553.000000 2828.000000 2915.000000 1990.000000 0.002922 2412.134033 0.193452 10.000000 0.291029 0.587733 -0.436314 9.000000 10.000000 72.000000 1.000000 1079.000000 1576.000000 2118.000000 3416.000000 4123.000000 2852.000000 0.003745 1389.833496 0.093011 23.000000 0.234550 0.533106 -0.446921 4.000000 8.000000 72.000000 +1.000000 1100.000000 1569.000000 2101.000000 3068.000000 4072.000000 2831.000000 0.001923 1425.821167 0.096345 12.000000 0.187077 0.383981 -0.443716 2.000000 4.000000 48.000000 +1.000000 948.000000 1435.000000 1991.000000 3431.000000 3741.000000 2310.000000 0.002892 2227.942871 0.188703 14.000000 0.265585 0.595023 -0.445518 6.000000 11.000000 77.000000 1.000000 790.000000 1262.000000 1653.000000 3520.000000 3534.000000 2497.000000 0.020902 1808.267334 0.167116 25.000000 0.360912 0.846256 -0.473728 9.000000 26.000000 98.000000 -1.000000 1118.000000 1633.000000 2168.000000 3447.000000 4412.000000 3212.000000 0.003679 1453.949463 0.101097 24.000000 0.227783 0.522208 -0.459719 2.000000 13.000000 78.000000 1.000000 769.000000 1254.000000 1827.000000 3207.000000 3119.000000 1848.000000 0.003433 1526.631958 0.128063 23.000000 0.274136 0.560320 -0.426481 2.000000 6.000000 76.000000 +1.000000 1032.000000 1592.000000 2192.000000 3125.000000 3425.000000 2261.000000 0.006645 1726.395386 0.131154 13.000000 0.175475 0.337251 -0.365358 2.000000 2.000000 59.000000 +1.000000 1017.000000 1504.000000 2074.000000 3170.000000 3754.000000 2512.000000 0.000924 880.093750 0.064698 12.000000 0.209001 0.433153 -0.427919 6.000000 9.000000 71.000000 1.000000 655.000000 1000.000000 1351.000000 2600.000000 2758.000000 1986.000000 0.008146 1931.170532 0.176788 32.000000 0.316123 0.597307 -0.467802 5.000000 11.000000 80.000000 1.000000 837.000000 1296.000000 1797.000000 3113.000000 3556.000000 2242.000000 0.001724 1488.584595 0.115101 23.000000 0.268024 0.557648 -0.465787 8.000000 11.000000 81.000000 -1.000000 765.000000 1205.000000 1788.000000 3523.000000 3377.000000 1842.000000 0.002197 1693.435425 0.137560 13.000000 0.326680 0.729656 -0.474029 14.000000 18.000000 78.000000 +1.000000 662.000000 1197.000000 2094.000000 2989.000000 4336.000000 3217.000000 0.000697 1091.630981 0.071426 35.000000 0.176077 0.275204 -0.567323 2.000000 3.000000 47.000000 1.000000 757.000000 1147.000000 1513.000000 2819.000000 3189.000000 2173.000000 0.005747 1759.519897 0.148588 24.000000 0.301477 0.610307 -0.470941 7.000000 12.000000 74.000000 -1.000000 1032.000000 1592.000000 2192.000000 3125.000000 3425.000000 2261.000000 0.006645 1726.395386 0.131154 13.000000 0.175475 0.337251 -0.365358 2.000000 2.000000 59.000000 -1.000000 1017.000000 1504.000000 2074.000000 3170.000000 3754.000000 2512.000000 0.000924 880.093750 0.064698 12.000000 0.209001 0.433153 -0.427919 6.000000 9.000000 71.000000 -1.000000 1063.000000 1579.000000 2135.000000 3232.000000 3886.000000 2696.000000 0.001447 1313.692627 0.103762 11.000000 0.204397 0.431122 -0.422141 4.000000 7.000000 55.000000 1.000000 887.000000 1361.000000 1922.000000 3229.000000 3846.000000 2707.000000 0.003396 718.308105 0.051462 20.000000 0.253737 0.534832 -0.477242 6.000000 16.000000 77.000000 +1.000000 1063.000000 1579.000000 2135.000000 3232.000000 3886.000000 2696.000000 0.001447 1313.692627 0.103762 11.000000 0.204397 0.431122 -0.422141 4.000000 7.000000 55.000000 1.000000 793.000000 1269.000000 1710.000000 3063.000000 3446.000000 2241.000000 0.011829 1805.209229 0.139853 12.000000 0.283470 0.586318 -0.461718 3.000000 9.000000 77.000000 1.000000 644.000000 947.000000 1259.000000 2617.000000 2788.000000 1725.000000 0.005057 632.669250 0.064786 18.000000 0.350361 0.682672 -0.492905 20.000000 27.000000 65.000000 -1.000000 913.000000 1378.000000 1809.000000 3159.000000 3522.000000 2363.000000 0.002930 1495.014282 0.111879 17.000000 0.271739 0.593354 -0.437551 4.000000 16.000000 59.000000 -1.000000 811.000000 1283.000000 1881.000000 3637.000000 3660.000000 2092.000000 0.003911 2056.991699 0.133110 13.000000 0.318231 0.725025 -0.480882 8.000000 16.000000 82.000000 -1.000000 767.000000 1080.000000 1426.000000 2478.000000 3019.000000 2381.000000 0.006720 1873.282104 0.146068 9.000000 0.269467 0.504671 -0.473042 7.000000 10.000000 64.000000 -1.000000 1100.000000 1569.000000 2101.000000 3068.000000 4072.000000 2831.000000 0.001923 1425.821167 0.096345 12.000000 0.187077 0.383981 -0.443716 2.000000 4.000000 48.000000 1.000000 881.000000 1462.000000 2121.000000 4069.000000 3678.000000 2259.000000 0.006125 2062.312988 0.141941 24.000000 0.314701 0.754800 -0.431128 4.000000 16.000000 82.000000 +1.000000 721.000000 1106.000000 1292.000000 2991.000000 2707.000000 1898.000000 0.025364 1753.142822 0.169601 14.000000 0.396685 0.884084 -0.419879 3.000000 11.000000 84.000000 +1.000000 870.000000 1320.000000 1836.000000 3063.000000 3025.000000 2088.000000 0.006267 1587.525635 0.137963 13.000000 0.250459 0.514233 -0.392405 2.000000 5.000000 61.000000 +1.000000 767.000000 1080.000000 1426.000000 2478.000000 3019.000000 2381.000000 0.006720 1873.282104 0.146068 9.000000 0.269467 0.504671 -0.473042 7.000000 10.000000 64.000000 +1.000000 811.000000 1283.000000 1881.000000 3637.000000 3660.000000 2092.000000 0.003911 2056.991699 0.133110 13.000000 0.318231 0.725025 -0.480882 8.000000 16.000000 82.000000 +1.000000 913.000000 1378.000000 1809.000000 3159.000000 3522.000000 2363.000000 0.002930 1495.014282 0.111879 17.000000 0.271739 0.593354 -0.437551 4.000000 16.000000 59.000000 1.000000 771.000000 1156.000000 1651.000000 2757.000000 3576.000000 2724.000000 0.002573 991.700989 0.086516 37.000000 0.250907 0.474623 -0.511412 10.000000 13.000000 76.000000 -1.000000 828.000000 1235.000000 1679.000000 2721.000000 3082.000000 2038.000000 0.005134 1747.333008 0.151328 17.000000 0.236818 0.450278 -0.427843 2.000000 4.000000 56.000000 -1.000000 893.000000 1303.000000 1804.000000 2802.000000 3757.000000 2868.000000 0.001681 693.352966 0.055120 21.000000 0.216674 0.415237 -0.484980 7.000000 10.000000 68.000000 1.000000 748.000000 1109.000000 1445.000000 2751.000000 3176.000000 2102.000000 0.004758 2341.184082 0.194283 26.000000 0.311249 0.629124 -0.482380 5.000000 8.000000 76.000000 +1.000000 828.000000 1235.000000 1679.000000 2721.000000 3082.000000 2038.000000 0.005134 1747.333008 0.151328 17.000000 0.236818 0.450278 -0.427843 2.000000 4.000000 56.000000 1.000000 903.000000 1357.000000 1894.000000 3410.000000 4008.000000 2596.000000 0.005896 1140.663574 0.088054 27.000000 0.285822 0.643727 -0.494129 8.000000 14.000000 80.000000 -1.000000 873.000000 1391.000000 1950.000000 3468.000000 3528.000000 2301.000000 0.008431 1870.635132 0.130837 33.000000 0.280177 0.619376 -0.434438 5.000000 10.000000 85.000000 -1.000000 882.000000 1366.000000 1887.000000 3298.000000 3267.000000 1976.000000 0.004174 1662.141479 0.160858 27.000000 0.272131 0.590831 -0.410317 2.000000 8.000000 83.000000 -1.000000 870.000000 1320.000000 1836.000000 3063.000000 3025.000000 2088.000000 0.006267 1587.525635 0.137963 13.000000 0.250459 0.514233 -0.392405 2.000000 5.000000 61.000000 -1.000000 784.000000 1169.000000 1647.000000 2693.000000 3672.000000 2519.000000 0.002923 1065.786011 0.099892 27.000000 0.241014 0.448701 -0.517042 6.000000 12.000000 63.000000 1.000000 1146.000000 1583.000000 2046.000000 3162.000000 4307.000000 3240.000000 0.004071 1433.880737 0.109156 15.000000 0.214286 0.481312 -0.462479 2.000000 9.000000 77.000000 -1.000000 813.000000 1200.000000 1532.000000 3421.000000 3264.000000 2158.000000 0.009322 1704.433228 0.128848 26.000000 0.381385 0.916544 -0.462366 10.000000 19.000000 74.000000 1.000000 727.000000 1107.000000 1589.000000 2872.000000 3941.000000 2395.000000 0.001195 930.989380 0.064746 10.000000 0.287604 0.566504 -0.561410 14.000000 18.000000 69.000000 -1.000000 728.000000 1082.000000 1505.000000 2716.000000 3026.000000 1998.000000 0.001915 1131.100586 0.121803 11.000000 0.286899 0.554571 -0.473223 10.000000 13.000000 71.000000 +1.000000 784.000000 1169.000000 1647.000000 2693.000000 3672.000000 2519.000000 0.002923 1065.786011 0.099892 27.000000 0.241014 0.448701 -0.517042 6.000000 12.000000 63.000000 +1.000000 873.000000 1391.000000 1950.000000 3468.000000 3528.000000 2301.000000 0.008431 1870.635132 0.130837 33.000000 0.280177 0.619376 -0.434438 5.000000 10.000000 85.000000 +1.000000 882.000000 1366.000000 1887.000000 3298.000000 3267.000000 1976.000000 0.004174 1662.141479 0.160858 27.000000 0.272131 0.590831 -0.410317 2.000000 8.000000 83.000000 +1.000000 854.000000 1206.000000 1531.000000 2716.000000 3280.000000 2359.000000 0.004438 1487.725708 0.126429 11.000000 0.279020 0.573639 -0.462327 5.000000 9.000000 77.000000 +1.000000 893.000000 1303.000000 1804.000000 2802.000000 3757.000000 2868.000000 0.001681 693.352966 0.055120 21.000000 0.216674 0.415237 -0.484980 7.000000 10.000000 68.000000 1.000000 686.000000 1081.000000 1553.000000 2641.000000 2849.000000 1999.000000 0.003590 1558.302002 0.145526 32.000000 0.259418 0.467284 -0.449873 3.000000 8.000000 71.000000 +1.000000 728.000000 1082.000000 1505.000000 2716.000000 3026.000000 1998.000000 0.001915 1131.100586 0.121803 11.000000 0.286899 0.554571 -0.473223 10.000000 13.000000 71.000000 1.000000 1179.000000 1874.000000 2684.000000 3851.000000 4284.000000 2863.000000 0.005330 2172.767822 0.166130 10.000000 0.178577 0.381965 -0.391361 2.000000 3.000000 35.000000 +1.000000 813.000000 1200.000000 1532.000000 3421.000000 3264.000000 2158.000000 0.009322 1704.433228 0.128848 26.000000 0.381385 0.916544 -0.462366 10.000000 19.000000 74.000000 +1.000000 727.000000 1149.000000 1613.000000 2648.000000 2813.000000 1896.000000 0.005366 1915.963013 0.179858 12.000000 0.242901 0.436809 -0.419990 2.000000 5.000000 58.000000 +1.000000 814.000000 1158.000000 1586.000000 2865.000000 4052.000000 2726.000000 0.008080 1610.381470 0.114521 11.000000 0.287351 0.592774 -0.555470 14.000000 16.000000 70.000000 1.000000 916.000000 1386.000000 1841.000000 3328.000000 4279.000000 3008.000000 0.003273 1149.025146 0.078585 26.000000 0.287677 0.650391 -0.510680 4.000000 14.000000 82.000000 1.000000 756.000000 1125.000000 1508.000000 2885.000000 3084.000000 1909.000000 0.006379 1769.354614 0.150028 17.000000 0.313453 0.647847 -0.465431 8.000000 15.000000 69.000000 -1.000000 842.000000 1298.000000 1881.000000 3346.000000 3723.000000 2191.000000 0.001570 1320.233765 0.102284 12.000000 0.280275 0.605422 -0.482972 13.000000 17.000000 82.000000 +1.000000 1017.000000 1667.000000 2523.000000 3767.000000 3889.000000 2546.000000 0.010342 1677.154175 0.135253 10.000000 0.197774 0.410821 -0.399928 2.000000 3.000000 50.000000 1.000000 1161.000000 1765.000000 2440.000000 3510.000000 4192.000000 2779.000000 0.001086 1528.983765 0.101128 10.000000 0.179832 0.379783 -0.407420 2.000000 4.000000 61.000000 +1.000000 867.000000 1232.000000 1690.000000 3011.000000 3130.000000 2092.000000 0.006884 1708.571411 0.140788 13.000000 0.281004 0.599689 -0.435122 6.000000 8.000000 61.000000 +1.000000 795.000000 1204.000000 1653.000000 2885.000000 3313.000000 2234.000000 0.002107 1569.725220 0.135512 24.000000 0.271485 0.543705 -0.466903 8.000000 12.000000 69.000000 1.000000 963.000000 1408.000000 1834.000000 2800.000000 3458.000000 2288.000000 0.001504 1487.328735 0.118578 13.000000 0.208459 0.408941 -0.421291 2.000000 2.000000 67.000000 -1.000000 727.000000 1149.000000 1613.000000 2648.000000 2813.000000 1896.000000 0.005366 1915.963013 0.179858 12.000000 0.242901 0.436809 -0.419990 2.000000 5.000000 58.000000 -1.000000 1017.000000 1667.000000 2523.000000 3767.000000 3889.000000 2546.000000 0.010342 1677.154175 0.135253 10.000000 0.197774 0.410821 -0.399928 2.000000 3.000000 50.000000 -1.000000 1241.000000 1896.000000 2676.000000 3956.000000 3990.000000 2506.000000 0.001638 1752.513550 0.115812 12.000000 0.193004 0.441183 -0.355759 2.000000 4.000000 53.000000 1.000000 760.000000 1162.000000 1608.000000 3004.000000 2877.000000 1781.000000 0.005232 1515.676880 0.132001 20.000000 0.302689 0.626857 -0.424610 3.000000 11.000000 85.000000 -1.000000 795.000000 1204.000000 1653.000000 2885.000000 3313.000000 2234.000000 0.002107 1569.725220 0.135512 24.000000 0.271485 0.543705 -0.466903 8.000000 12.000000 69.000000 -1.000000 867.000000 1232.000000 1690.000000 3011.000000 3130.000000 2092.000000 0.006884 1708.571411 0.140788 13.000000 0.281004 0.599689 -0.435122 6.000000 8.000000 61.000000 -1.000000 1126.000000 1665.000000 2135.000000 3015.000000 4454.000000 2941.000000 0.000769 938.769104 0.072934 10.000000 0.170874 0.339975 -0.455793 2.000000 2.000000 47.000000 -1.000000 814.000000 1158.000000 1586.000000 2865.000000 4052.000000 2726.000000 0.008080 1610.381470 0.114521 11.000000 0.287351 0.592774 -0.555470 14.000000 16.000000 70.000000 +1.000000 1241.000000 1896.000000 2676.000000 3956.000000 3990.000000 2506.000000 0.001638 1752.513550 0.115812 12.000000 0.193004 0.441183 -0.355759 2.000000 4.000000 53.000000 +1.000000 842.000000 1298.000000 1881.000000 3346.000000 3723.000000 2191.000000 0.001570 1320.233765 0.102284 12.000000 0.280275 0.605422 -0.482972 13.000000 17.000000 82.000000 +1.000000 770.000000 1044.000000 1311.000000 2539.000000 3361.000000 2395.000000 0.005420 1900.250366 0.169740 25.000000 0.318961 0.641211 -0.525993 7.000000 17.000000 68.000000 1.000000 787.000000 1181.000000 1607.000000 2986.000000 3141.000000 2200.000000 0.015114 1212.954224 0.102637 23.000000 0.300239 0.627751 -0.453494 9.000000 16.000000 80.000000 +1.000000 711.000000 1056.000000 1406.000000 2917.000000 3208.000000 2083.000000 0.004227 1719.024170 0.154202 11.000000 0.349526 0.735094 -0.504690 13.000000 21.000000 77.000000 1.000000 981.000000 1451.000000 1964.000000 3131.000000 3433.000000 2313.000000 0.002462 1321.334106 0.103635 16.000000 0.229048 0.483197 -0.405815 7.000000 11.000000 65.000000 -1.000000 948.000000 1435.000000 1991.000000 3431.000000 3741.000000 2310.000000 0.002892 2227.942871 0.188703 14.000000 0.265585 0.595023 -0.445518 6.000000 11.000000 77.000000 +1.000000 878.000000 1376.000000 1822.000000 3548.000000 3896.000000 2608.000000 0.007784 1658.008545 0.120987 30.000000 0.321415 0.754404 -0.477997 9.000000 13.000000 90.000000 1.000000 848.000000 1316.000000 1879.000000 3449.000000 3618.000000 2097.000000 0.002237 1109.185303 0.088248 11.000000 0.294670 0.655330 -0.466559 7.000000 11.000000 78.000000 -1.000000 721.000000 1106.000000 1292.000000 2991.000000 2707.000000 1898.000000 0.025364 1753.142822 0.169601 14.000000 0.396685 0.884084 -0.419879 3.000000 11.000000 84.000000 -1.000000 662.000000 1197.000000 2094.000000 2989.000000 4336.000000 3217.000000 0.000697 1091.630981 0.071426 35.000000 0.176077 0.275204 -0.567323 2.000000 3.000000 47.000000 +1.000000 900.000000 1365.000000 1919.000000 3191.000000 3769.000000 2390.000000 0.001153 1084.028809 0.084860 11.000000 0.248924 0.522782 -0.468251 6.000000 10.000000 75.000000 +1.000000 1047.000000 1638.000000 2333.000000 3739.000000 4132.000000 2610.000000 0.000584 1475.807007 0.116336 25.000000 0.231555 0.521557 -0.432236 6.000000 9.000000 76.000000 1.000000 547.000000 843.000000 1175.000000 2227.000000 2604.000000 1822.000000 0.004877 1952.339966 0.219315 10.000000 0.309230 0.509061 -0.510879 7.000000 14.000000 62.000000 -1.000000 854.000000 1206.000000 1531.000000 2716.000000 3280.000000 2359.000000 0.004438 1487.725708 0.126429 11.000000 0.279020 0.573639 -0.462327 5.000000 9.000000 77.000000 -1.000000 770.000000 1044.000000 1311.000000 2539.000000 3361.000000 2395.000000 0.005420 1900.250366 0.169740 25.000000 0.318961 0.641211 -0.525993 7.000000 17.000000 68.000000 1.000000 915.000000 1415.000000 2015.000000 3235.000000 3776.000000 2722.000000 0.004151 1349.354736 0.095608 35.000000 0.232381 0.479693 -0.454826 6.000000 10.000000 75.000000 1.000000 649.000000 1025.000000 1372.000000 2363.000000 3356.000000 2578.000000 0.001561 1560.772095 0.135315 16.000000 0.265328 0.451931 -0.532070 3.000000 8.000000 53.000000 -1.000000 1047.000000 1638.000000 2333.000000 3739.000000 4132.000000 2610.000000 0.000584 1475.807007 0.116336 25.000000 0.231555 0.521557 -0.432236 6.000000 9.000000 76.000000 -1.000000 711.000000 1056.000000 1406.000000 2917.000000 3208.000000 2083.000000 0.004227 1719.024170 0.154202 11.000000 0.349526 0.735094 -0.504690 13.000000 21.000000 77.000000 -1.000000 900.000000 1365.000000 1919.000000 3191.000000 3769.000000 2390.000000 0.001153 1084.028809 0.084860 11.000000 0.248924 0.522782 -0.468251 6.000000 10.000000 75.000000 +1.000000 511.000000 768.000000 1027.000000 1960.000000 2731.000000 1911.000000 0.000261 201.360031 0.024487 18.000000 0.312354 0.472572 -0.561017 20.000000 23.000000 37.000000 +1.000000 738.000000 1146.000000 1629.000000 3246.000000 3024.000000 1823.000000 0.001948 1270.138794 0.148409 25.000000 0.331692 0.718475 -0.450360 16.000000 23.000000 79.000000 +1.000000 1314.000000 2016.000000 2832.000000 4130.000000 4596.000000 3022.000000 0.001131 996.096069 0.057870 11.000000 0.186441 0.434048 -0.390200 2.000000 7.000000 44.000000 +1.000000 1126.000000 1665.000000 2135.000000 3015.000000 4454.000000 2941.000000 0.000769 938.769104 0.072934 10.000000 0.170874 0.339975 -0.455793 2.000000 2.000000 47.000000 1.000000 522.000000 804.000000 1067.000000 2250.000000 2699.000000 1891.000000 0.004143 1854.031738 0.177533 10.000000 0.356648 0.608080 -0.540965 9.000000 16.000000 65.000000 1.000000 831.000000 1207.000000 1624.000000 2725.000000 2871.000000 1971.000000 0.004719 1741.248779 0.171265 11.000000 0.253162 0.495343 -0.408043 2.000000 6.000000 57.000000 -1.000000 878.000000 1376.000000 1822.000000 3548.000000 3896.000000 2608.000000 0.007784 1658.008545 0.120987 30.000000 0.321415 0.754404 -0.477997 9.000000 13.000000 90.000000 -1.000000 1314.000000 2016.000000 2832.000000 4130.000000 4596.000000 3022.000000 0.001131 996.096069 0.057870 11.000000 0.186441 0.434048 -0.390200 2.000000 7.000000 44.000000 -1.000000 859.000000 1310.000000 1753.000000 3064.000000 3293.000000 2301.000000 0.005171 1437.221436 0.111932 25.000000 0.272161 0.573852 -0.430806 5.000000 9.000000 52.000000 +1.000000 1140.000000 1674.000000 2245.000000 3724.000000 4285.000000 2740.000000 0.003443 996.893066 0.066221 24.000000 0.247780 0.599526 -0.438161 6.000000 11.000000 95.000000 +1.000000 845.000000 1272.000000 1713.000000 2839.000000 3188.000000 2187.000000 0.007941 2231.603027 0.177138 17.000000 0.247364 0.488971 -0.429596 2.000000 4.000000 61.000000 +1.000000 624.000000 998.000000 1336.000000 3141.000000 2817.000000 1744.000000 0.010173 1809.126099 0.168325 34.000000 0.403172 0.872849 -0.476802 12.000000 24.000000 79.000000 1.000000 823.000000 1280.000000 1787.000000 3457.000000 3977.000000 2520.000000 0.015803 1744.676392 0.144347 11.000000 0.318459 0.720872 -0.513030 15.000000 18.000000 98.000000 +1.000000 859.000000 1310.000000 1753.000000 3064.000000 3293.000000 2301.000000 0.005171 1437.221436 0.111932 25.000000 0.272161 0.573852 -0.430806 5.000000 9.000000 52.000000 +1.000000 900.000000 1356.000000 1929.000000 3433.000000 3901.000000 2416.000000 0.003298 990.578674 0.069030 12.000000 0.280492 0.627121 -0.484116 12.000000 17.000000 73.000000 1.000000 962.000000 1401.000000 1926.000000 2954.000000 3994.000000 2866.000000 0.002928 847.265320 0.056242 11.000000 0.210656 0.419627 -0.480630 6.000000 13.000000 58.000000 1.000000 625.000000 990.000000 1418.000000 2434.000000 2823.000000 1792.000000 0.008133 1808.272339 0.190002 32.000000 0.263759 0.447365 -0.480724 2.000000 4.000000 78.000000 -1.000000 624.000000 998.000000 1336.000000 3141.000000 2817.000000 1744.000000 0.010173 1809.126099 0.168325 34.000000 0.403172 0.872849 -0.476802 12.000000 24.000000 79.000000 -1.000000 738.000000 1146.000000 1629.000000 3246.000000 3024.000000 1823.000000 0.001948 1270.138794 0.148409 25.000000 0.331692 0.718475 -0.450360 16.000000 23.000000 79.000000 -1.000000 1140.000000 1674.000000 2245.000000 3724.000000 4285.000000 2740.000000 0.003443 996.893066 0.066221 24.000000 0.247780 0.599526 -0.438161 6.000000 11.000000 95.000000 -1.000000 1083.000000 1494.000000 1896.000000 3005.000000 3777.000000 2887.000000 0.003191 1090.404785 0.078447 12.000000 0.226280 0.498964 -0.433125 4.000000 8.000000 54.000000 +1.000000 986.000000 1501.000000 2049.000000 2989.000000 4069.000000 2623.000000 0.000501 652.923340 0.052108 11.000000 0.186582 0.357307 -0.461041 2.000000 3.000000 51.000000 +1.000000 866.000000 1366.000000 1904.000000 3372.000000 3620.000000 2432.000000 0.006658 1486.770386 0.109402 34.000000 0.278241 0.607537 -0.452066 8.000000 13.000000 83.000000 1.000000 937.000000 1389.000000 1885.000000 3224.000000 3357.000000 2219.000000 0.007298 1491.743286 0.120530 28.000000 0.262087 0.573815 -0.414665 3.000000 7.000000 57.000000 -1.000000 900.000000 1356.000000 1929.000000 3433.000000 3901.000000 2416.000000 0.003298 990.578674 0.069030 12.000000 0.280492 0.627121 -0.484116 12.000000 17.000000 73.000000 1.000000 864.000000 1279.000000 1730.000000 2930.000000 2939.000000 1938.000000 0.007052 1837.731934 0.164719 18.000000 0.257511 0.526920 -0.393551 2.000000 4.000000 73.000000 +1.000000 884.000000 1327.000000 1708.000000 3234.000000 3226.000000 2140.000000 0.008232 1905.663818 0.154058 12.000000 0.308782 0.701052 -0.417088 8.000000 19.000000 61.000000 +1.000000 1083.000000 1494.000000 1896.000000 3005.000000 3777.000000 2887.000000 0.003191 1090.404785 0.078447 12.000000 0.226280 0.498964 -0.433125 4.000000 8.000000 54.000000 +1.000000 745.000000 1203.000000 1674.000000 2828.000000 2864.000000 1958.000000 0.008469 944.779724 0.084770 32.000000 0.256331 0.485890 -0.408409 4.000000 8.000000 89.000000 1.000000 795.000000 1233.000000 1667.000000 2424.000000 3371.000000 2321.000000 0.003941 1976.697876 0.160571 11.000000 0.185040 0.297894 -0.464379 2.000000 2.000000 42.000000 -1.000000 866.000000 1366.000000 1904.000000 3372.000000 3620.000000 2432.000000 0.006658 1486.770386 0.109402 34.000000 0.278241 0.607537 -0.452066 8.000000 13.000000 83.000000 -1.000000 845.000000 1272.000000 1713.000000 2839.000000 3188.000000 2187.000000 0.007941 2231.603027 0.177138 17.000000 0.247364 0.488971 -0.429596 2.000000 4.000000 61.000000 -1.000000 986.000000 1501.000000 2049.000000 2989.000000 4069.000000 2623.000000 0.000501 652.923340 0.052108 11.000000 0.186582 0.357307 -0.461041 2.000000 3.000000 51.000000 -1.000000 804.000000 1159.000000 1584.000000 2524.000000 3560.000000 2672.000000 0.001253 866.306702 0.073566 16.000000 0.228822 0.413460 -0.508794 6.000000 10.000000 91.000000 -1.000000 1079.000000 1588.000000 2180.000000 3233.000000 3982.000000 2820.000000 0.001679 921.020508 0.057675 10.000000 0.194532 0.404729 -0.429803 4.000000 6.000000 54.000000 1.000000 795.000000 1228.000000 1657.000000 2870.000000 3011.000000 2006.000000 0.007556 1404.100342 0.122550 14.000000 0.267948 0.533152 -0.420618 4.000000 7.000000 74.000000 -1.000000 773.000000 1213.000000 1577.000000 3933.000000 3116.000000 1854.000000 0.020202 2531.202637 0.217626 27.000000 0.427586 1.092969 -0.439593 7.000000 18.000000 78.000000 -1.000000 1257.000000 1730.000000 2251.000000 3245.000000 4055.000000 2977.000000 0.001451 540.729187 0.037424 9.000000 0.180859 0.400990 -0.401901 4.000000 7.000000 55.000000 -1.000000 745.000000 1203.000000 1674.000000 2828.000000 2864.000000 1958.000000 0.008469 944.779724 0.084770 32.000000 0.256331 0.485890 -0.408409 4.000000 8.000000 89.000000 -1.000000 884.000000 1327.000000 1708.000000 3234.000000 3226.000000 2140.000000 0.008232 1905.663818 0.154058 12.000000 0.308782 0.701052 -0.417088 8.000000 19.000000 61.000000 -1.000000 1006.000000 1615.000000 2106.000000 2997.000000 4029.000000 2795.000000 0.002304 1705.175659 0.125069 11.000000 0.174603 0.327549 -0.427711 2.000000 2.000000 30.000000 1.000000 764.000000 1127.000000 1508.000000 2729.000000 2860.000000 1946.000000 0.004731 1821.031982 0.170357 18.000000 0.288176 0.570225 -0.434663 7.000000 12.000000 64.000000 -1.000000 878.000000 1370.000000 1983.000000 3747.000000 3719.000000 2243.000000 0.008015 1563.488403 0.115475 33.000000 0.307853 0.719113 -0.461584 11.000000 17.000000 77.000000 -1.000000 1005.000000 1569.000000 2118.000000 3196.000000 4062.000000 2681.000000 0.000846 1008.808228 0.076475 14.000000 0.202860 0.412886 -0.442728 2.000000 5.000000 58.000000 1.000000 1165.000000 1735.000000 2387.000000 3387.000000 4319.000000 3059.000000 0.002578 902.351685 0.045863 9.000000 0.173190 0.358768 -0.426825 2.000000 4.000000 56.000000 -1.000000 907.000000 1375.000000 1813.000000 3263.000000 3226.000000 2185.000000 0.009334 1506.960571 0.113867 19.000000 0.285658 0.638424 -0.402304 3.000000 10.000000 87.000000 -1.000000 957.000000 1427.000000 1999.000000 3283.000000 4078.000000 2629.000000 0.001943 962.924805 0.072741 24.000000 0.243090 0.523663 -0.481562 4.000000 12.000000 68.000000 +1.000000 1079.000000 1588.000000 2180.000000 3233.000000 3982.000000 2820.000000 0.001679 921.020508 0.057675 10.000000 0.194532 0.404729 -0.429803 4.000000 6.000000 54.000000 +1.000000 1006.000000 1615.000000 2106.000000 2997.000000 4029.000000 2795.000000 0.002304 1705.175659 0.125069 11.000000 0.174603 0.327549 -0.427711 2.000000 2.000000 30.000000 +1.000000 773.000000 1213.000000 1577.000000 3933.000000 3116.000000 1854.000000 0.020202 2531.202637 0.217626 27.000000 0.427586 1.092969 -0.439593 7.000000 18.000000 78.000000 +1.000000 804.000000 1159.000000 1584.000000 2524.000000 3560.000000 2672.000000 0.001253 866.306702 0.073566 16.000000 0.228822 0.413460 -0.508794 6.000000 10.000000 91.000000 +1.000000 1005.000000 1569.000000 2118.000000 3196.000000 4062.000000 2681.000000 0.000846 1008.808228 0.076475 14.000000 0.202860 0.412886 -0.442728 2.000000 5.000000 58.000000 1.000000 825.000000 1361.000000 1965.000000 3679.000000 3650.000000 2239.000000 0.010269 1326.868408 0.087417 23.000000 0.303685 0.686042 -0.456795 4.000000 8.000000 76.000000 -1.000000 1252.000000 1969.000000 2702.000000 3710.000000 4420.000000 2895.000000 0.004928 1099.237305 0.070070 13.000000 0.157205 0.326056 -0.383628 2.000000 2.000000 43.000000 -1.000000 887.000000 1360.000000 1862.000000 3239.000000 3469.000000 2227.000000 0.001989 1740.966431 0.145977 26.000000 0.269947 0.583352 -0.436736 4.000000 10.000000 81.000000 +1.000000 957.000000 1427.000000 1999.000000 3283.000000 4078.000000 2629.000000 0.001943 962.924805 0.072741 24.000000 0.243090 0.523663 -0.481562 4.000000 12.000000 68.000000 +1.000000 753.000000 1152.000000 1576.000000 2589.000000 3473.000000 2711.000000 0.001017 685.439880 0.055884 30.000000 0.243217 0.440779 -0.501838 5.000000 14.000000 35.000000 1.000000 1109.000000 1713.000000 2445.000000 3778.000000 4334.000000 2758.000000 0.002738 790.941711 0.050483 18.000000 0.214205 0.480941 -0.433438 6.000000 11.000000 60.000000 +1.000000 878.000000 1370.000000 1983.000000 3747.000000 3719.000000 2243.000000 0.008015 1563.488403 0.115475 33.000000 0.307853 0.719113 -0.461584 11.000000 17.000000 77.000000 1.000000 839.000000 1202.000000 1611.000000 2614.000000 3663.000000 2763.000000 0.004096 1100.922119 0.079048 10.000000 0.237396 0.449452 -0.505858 3.000000 14.000000 63.000000 -1.000000 511.000000 768.000000 1027.000000 1960.000000 2731.000000 1911.000000 0.000261 201.360031 0.024487 18.000000 0.312354 0.472572 -0.561017 20.000000 23.000000 37.000000 -0.000000 364.000000 592.000000 943.000000 2073.000000 2475.000000 1858.000000 0.000246 165.180542 0.022641 15.000000 0.374668 0.563345 -0.613955 27.000000 31.000000 34.000000 +1.000000 907.000000 1375.000000 1813.000000 3263.000000 3226.000000 2185.000000 0.009334 1506.960571 0.113867 19.000000 0.285658 0.638424 -0.402304 3.000000 10.000000 87.000000 +1.000000 1257.000000 1730.000000 2251.000000 3245.000000 4055.000000 2977.000000 0.001451 540.729187 0.037424 9.000000 0.180859 0.400990 -0.401901 4.000000 7.000000 55.000000 +1.000000 1252.000000 1969.000000 2702.000000 3710.000000 4420.000000 2895.000000 0.004928 1099.237305 0.070070 13.000000 0.157205 0.326056 -0.383628 2.000000 2.000000 43.000000 +1.000000 887.000000 1360.000000 1862.000000 3239.000000 3469.000000 2227.000000 0.001989 1740.966431 0.145977 26.000000 0.269947 0.583352 -0.436736 4.000000 10.000000 81.000000 0.000000 480.000000 764.000000 1131.000000 2096.000000 3079.000000 2297.000000 0.000358 131.815704 0.013401 16.000000 0.299039 0.453157 -0.602394 17.000000 23.000000 38.000000 0.000000 282.000000 397.000000 422.000000 1521.000000 1383.000000 840.000000 0.001485 192.012527 0.039731 14.000000 0.565620 0.714673 -0.553933 38.000000 43.000000 49.000000 -0.000000 570.000000 911.000000 1284.000000 2430.000000 2514.000000 1568.000000 0.001373 357.036072 0.041714 16.000000 0.308562 0.535608 -0.468029 15.000000 25.000000 41.000000 -0.000000 437.000000 648.000000 809.000000 2251.000000 2318.000000 1419.000000 0.011142 659.276489 0.082379 34.000000 0.471242 0.825257 -0.563048 20.000000 42.000000 64.000000 -0.000000 776.000000 1061.000000 1473.000000 1711.000000 2797.000000 1889.000000 0.002146 926.305420 0.123204 17.000000 0.074749 0.028155 -0.449974 2.000000 2.000000 2.000000 -0.000000 585.000000 915.000000 1283.000000 2012.000000 2575.000000 1768.000000 0.000381 183.658081 0.022627 22.000000 0.221244 0.312335 -0.475645 2.000000 9.000000 24.000000 0.000000 617.000000 927.000000 1388.000000 2272.000000 2716.000000 1886.000000 0.000358 238.097824 0.026667 18.000000 0.241530 0.382597 -0.491079 10.000000 12.000000 37.000000 0.000000 310.000000 507.000000 786.000000 1347.000000 2198.000000 1581.000000 0.000387 333.431763 0.047923 19.000000 0.263010 0.251358 -0.625139 3.000000 11.000000 15.000000 -0.000000 463.000000 838.000000 1454.000000 2124.000000 3041.000000 2139.000000 0.000140 166.485931 0.017714 17.000000 0.187255 0.230776 -0.567930 2.000000 5.000000 8.000000 +0.000000 364.000000 592.000000 943.000000 2073.000000 2475.000000 1858.000000 0.000246 165.180542 0.022641 15.000000 0.374668 0.563345 -0.613955 27.000000 31.000000 34.000000 0.000000 468.000000 704.000000 841.000000 2262.000000 2377.000000 1394.000000 0.009358 625.752686 0.075502 17.000000 0.457944 0.813508 -0.543006 21.000000 38.000000 60.000000 -0.000000 341.000000 609.000000 1072.000000 1529.000000 1811.000000 1538.000000 0.000118 74.222832 0.011201 16.000000 0.175702 0.150352 -0.496694 4.000000 6.000000 15.000000 -1.000000 753.000000 1152.000000 1576.000000 2589.000000 3473.000000 2711.000000 0.001017 685.439880 0.055884 30.000000 0.243217 0.440779 -0.501838 5.000000 14.000000 35.000000 -0.000000 632.000000 1057.000000 1649.000000 2665.000000 3552.000000 2706.000000 0.000718 467.465729 0.043676 29.000000 0.235512 0.397726 -0.541332 7.000000 19.000000 29.000000 -0.000000 602.000000 1010.000000 1441.000000 2473.000000 3312.000000 2522.000000 0.000523 370.088593 0.031547 12.000000 0.263669 0.444180 -0.532624 12.000000 19.000000 25.000000 -0.000000 289.000000 421.000000 484.000000 1533.000000 1591.000000 987.000000 0.000420 141.420044 0.026037 9.000000 0.520079 0.655316 -0.581511 36.000000 40.000000 43.000000 -0.000000 904.000000 1564.000000 2442.000000 3148.000000 4585.000000 3387.000000 0.000098 239.119263 0.015502 18.000000 0.126297 0.185795 -0.491299 2.000000 2.000000 2.000000 +0.000000 570.000000 911.000000 1284.000000 2430.000000 2514.000000 1568.000000 0.001373 357.036072 0.041714 16.000000 0.308562 0.535608 -0.468029 15.000000 25.000000 41.000000 +0.000000 463.000000 838.000000 1454.000000 2124.000000 3041.000000 2139.000000 0.000140 166.485931 0.017714 17.000000 0.187255 0.230776 -0.567930 2.000000 5.000000 8.000000 +0.000000 544.000000 873.000000 1323.000000 1830.000000 2439.000000 1950.000000 0.000183 121.308090 0.015846 21.000000 0.160799 0.174314 -0.472826 2.000000 4.000000 13.000000 +0.000000 437.000000 648.000000 809.000000 2251.000000 2318.000000 1419.000000 0.011142 659.276489 0.082379 34.000000 0.471242 0.825257 -0.563048 20.000000 42.000000 64.000000 +0.000000 803.000000 1132.000000 1550.000000 2582.000000 3197.000000 2507.000000 0.000472 269.889130 0.025547 16.000000 0.249758 0.470571 -0.477015 17.000000 19.000000 26.000000 0.000000 264.000000 483.000000 839.000000 1316.000000 1546.000000 1209.000000 0.000755 276.752777 0.059530 19.000000 0.221346 0.182241 -0.523903 2.000000 7.000000 13.000000 +0.000000 585.000000 915.000000 1283.000000 2012.000000 2575.000000 1768.000000 0.000381 183.658081 0.022627 22.000000 0.221244 0.312335 -0.475645 2.000000 9.000000 24.000000 +0.000000 289.000000 421.000000 484.000000 1533.000000 1591.000000 987.000000 0.000420 141.420044 0.026037 9.000000 0.520079 0.655316 -0.581511 36.000000 40.000000 43.000000 0.000000 934.000000 1680.000000 2602.000000 3957.000000 4438.000000 3475.000000 0.000623 651.292114 0.042295 15.000000 0.206586 0.425165 -0.450801 7.000000 15.000000 24.000000 0.000000 353.000000 510.000000 688.000000 1220.000000 1755.000000 1286.000000 0.000501 192.282852 0.032612 15.000000 0.278826 0.260878 -0.549669 7.000000 13.000000 21.000000 -0.000000 501.000000 803.000000 1304.000000 1884.000000 2809.000000 2191.000000 0.000149 231.603119 0.025612 20.000000 0.181932 0.210899 -0.555371 3.000000 4.000000 10.000000 +0.000000 776.000000 1061.000000 1473.000000 1711.000000 2797.000000 1889.000000 0.002146 926.305420 0.123204 17.000000 0.074749 0.028155 -0.449974 2.000000 2.000000 2.000000 +0.000000 341.000000 609.000000 1072.000000 1529.000000 1811.000000 1538.000000 0.000118 74.222832 0.011201 16.000000 0.175702 0.150352 -0.496694 4.000000 6.000000 15.000000 0.000000 510.000000 847.000000 1234.000000 1790.000000 2298.000000 1623.000000 0.000167 95.501762 0.012375 20.000000 0.183862 0.209218 -0.461367 2.000000 8.000000 10.000000 -0.000000 803.000000 1132.000000 1550.000000 2582.000000 3197.000000 2507.000000 0.000472 269.889130 0.025547 16.000000 0.249758 0.470571 -0.477015 17.000000 19.000000 26.000000 -0.000000 544.000000 873.000000 1323.000000 1830.000000 2439.000000 1950.000000 0.000183 121.308090 0.015846 21.000000 0.160799 0.174314 -0.472826 2.000000 4.000000 13.000000 -0.000000 398.000000 708.000000 1391.000000 2039.000000 2925.000000 2457.000000 0.000098 220.787659 0.024252 33.000000 0.188921 0.218848 -0.610239 6.000000 9.000000 12.000000 -0.000000 645.000000 1033.000000 1500.000000 2003.000000 2907.000000 2384.000000 0.000185 203.073730 0.022080 21.000000 0.143591 0.163441 -0.475635 2.000000 3.000000 7.000000 +0.000000 602.000000 1010.000000 1441.000000 2473.000000 3312.000000 2522.000000 0.000523 370.088593 0.031547 12.000000 0.263669 0.444180 -0.532624 12.000000 19.000000 25.000000 +0.000000 904.000000 1564.000000 2442.000000 3148.000000 4585.000000 3387.000000 0.000098 239.119263 0.015502 18.000000 0.126297 0.185795 -0.491299 2.000000 2.000000 2.000000 0.000000 407.000000 637.000000 1073.000000 1471.000000 1911.000000 1587.000000 0.000252 150.925018 0.021161 18.000000 0.156447 0.124312 -0.500000 2.000000 4.000000 7.000000 +0.000000 632.000000 1057.000000 1649.000000 2665.000000 3552.000000 2706.000000 0.000718 467.465729 0.043676 29.000000 0.235512 0.397726 -0.541332 7.000000 19.000000 29.000000 0.000000 421.000000 685.000000 1029.000000 1596.000000 2373.000000 1717.000000 0.000273 195.973999 0.028038 38.000000 0.216000 0.232968 -0.551995 3.000000 6.000000 13.000000 +0.000000 501.000000 803.000000 1304.000000 1884.000000 2809.000000 2191.000000 0.000149 231.603119 0.025612 20.000000 0.181932 0.210899 -0.555371 3.000000 4.000000 10.000000 +0.000000 645.000000 1033.000000 1500.000000 2003.000000 2907.000000 2384.000000 0.000185 203.073730 0.022080 21.000000 0.143591 0.163441 -0.475635 2.000000 3.000000 7.000000 0.000000 459.000000 730.000000 1215.000000 1848.000000 2617.000000 2077.000000 0.000130 135.811081 0.016246 18.000000 0.206660 0.246785 -0.563788 8.000000 9.000000 12.000000 -0.000000 396.000000 635.000000 1020.000000 1696.000000 2723.000000 1985.000000 0.000436 308.969696 0.034988 37.000000 0.248895 0.293856 -0.621799 8.000000 11.000000 30.000000 -0.000000 546.000000 792.000000 993.000000 2668.000000 2750.000000 1686.000000 0.003767 904.478333 0.093090 26.000000 0.457525 0.924624 -0.552795 37.000000 42.000000 65.000000 +0.000000 398.000000 708.000000 1391.000000 2039.000000 2925.000000 2457.000000 0.000098 220.787659 0.024252 33.000000 0.188921 0.218848 -0.610239 6.000000 9.000000 12.000000 0.000000 527.000000 902.000000 1557.000000 2615.000000 3275.000000 2647.000000 0.000686 268.292847 0.021005 20.000000 0.253595 0.413512 -0.568111 14.000000 19.000000 28.000000 -0.000000 1097.000000 1332.000000 1596.000000 2630.000000 3897.000000 3019.000000 0.000611 344.672577 0.028854 20.000000 0.244676 0.551065 -0.490534 7.000000 14.000000 29.000000 -0.000000 310.000000 451.000000 683.000000 1339.000000 1882.000000 1407.000000 0.000538 158.501266 0.022988 15.000000 0.324431 0.334526 -0.613373 13.000000 17.000000 25.000000 -0.000000 814.000000 1413.000000 2344.000000 3279.000000 4124.000000 3329.000000 0.000552 699.244446 0.049865 18.000000 0.166281 0.280205 -0.489615 3.000000 9.000000 21.000000 -0.000000 419.000000 689.000000 1169.000000 2014.000000 2675.000000 2155.000000 0.000195 133.692032 0.013512 19.000000 0.265473 0.363132 -0.590369 15.000000 18.000000 21.000000 -0.000000 357.000000 547.000000 666.000000 1411.000000 1964.000000 1330.000000 0.000712 287.161682 0.050282 13.000000 0.358690 0.411363 -0.564317 19.000000 25.000000 32.000000 +0.000000 396.000000 635.000000 1020.000000 1696.000000 2723.000000 1985.000000 0.000436 308.969696 0.034988 37.000000 0.248895 0.293856 -0.621799 8.000000 11.000000 30.000000 0.000000 417.000000 614.000000 784.000000 1854.000000 2195.000000 1563.000000 0.000813 279.968750 0.038437 14.000000 0.405610 0.602610 -0.562834 27.000000 33.000000 39.000000 -0.000000 524.000000 886.000000 1270.000000 2353.000000 2902.000000 2133.000000 0.000258 207.764816 0.019200 21.000000 0.298924 0.492592 -0.532207 17.000000 23.000000 30.000000 -0.000000 439.000000 627.000000 797.000000 1833.000000 1954.000000 1205.000000 0.000592 174.764252 0.025090 18.000000 0.393916 0.585368 -0.514142 26.000000 28.000000 37.000000 -0.000000 1007.000000 1438.000000 1973.000000 3123.000000 3807.000000 2506.000000 0.000175 195.013077 0.016533 15.000000 0.225667 0.479510 -0.451668 10.000000 11.000000 74.000000 +0.000000 419.000000 689.000000 1169.000000 2014.000000 2675.000000 2155.000000 0.000195 133.692032 0.013512 19.000000 0.265473 0.363132 -0.590369 15.000000 18.000000 21.000000 +0.000000 361.000000 675.000000 1375.000000 1855.000000 3061.000000 2368.000000 0.000080 111.711670 0.011927 19.000000 0.148607 0.131553 -0.638651 2.000000 2.000000 4.000000 +0.000000 605.000000 1068.000000 1874.000000 2403.000000 3754.000000 3091.000000 0.000060 137.956161 0.010879 36.000000 0.123685 0.132389 -0.557030 2.000000 2.000000 2.000000 +0.000000 1097.000000 1332.000000 1596.000000 2630.000000 3897.000000 3019.000000 0.000611 344.672577 0.028854 20.000000 0.244676 0.551065 -0.490534 7.000000 14.000000 29.000000 +0.000000 479.000000 734.000000 904.000000 1997.000000 2570.000000 1764.000000 0.000764 226.418213 0.030545 19.000000 0.376767 0.596914 -0.555690 25.000000 30.000000 39.000000 +0.000000 428.000000 772.000000 1394.000000 2140.000000 2817.000000 2249.000000 0.000319 235.746841 0.026684 17.000000 0.211092 0.272168 -0.569797 10.000000 12.000000 15.000000 0.000000 400.000000 690.000000 1238.000000 1673.000000 2484.000000 1820.000000 0.000091 172.986206 0.023793 18.000000 0.149433 0.126368 -0.565217 2.000000 2.000000 2.000000 +0.000000 524.000000 886.000000 1270.000000 2353.000000 2902.000000 2133.000000 0.000258 207.764816 0.019200 21.000000 0.298924 0.492592 -0.532207 17.000000 23.000000 30.000000 0.000000 443.000000 778.000000 1154.000000 1657.000000 2654.000000 1775.000000 0.000414 240.931839 0.026772 16.000000 0.178940 0.180171 -0.546620 2.000000 3.000000 19.000000 -0.000000 293.000000 427.000000 374.000000 2063.000000 1177.000000 605.000000 0.001132 120.444138 0.024477 9.000000 0.693065 1.143572 -0.467581 56.000000 62.000000 64.000000 -0.000000 307.000000 458.000000 472.000000 1827.000000 1592.000000 938.000000 0.003103 324.517487 0.055496 13.000000 0.589387 0.873865 -0.553171 48.000000 51.000000 58.000000 0.000000 517.000000 908.000000 1556.000000 2484.000000 3397.000000 2816.000000 0.000145 213.398026 0.017262 20.000000 0.229703 0.349814 -0.578165 12.000000 15.000000 22.000000 +0.000000 293.000000 427.000000 374.000000 2063.000000 1177.000000 605.000000 0.001132 120.444138 0.024477 9.000000 0.693065 1.143572 -0.467581 56.000000 62.000000 64.000000 0.000000 396.000000 576.000000 663.000000 2000.000000 2164.000000 1282.000000 0.001855 287.365082 0.039593 16.000000 0.502065 0.811671 -0.579562 24.000000 44.000000 57.000000 -0.000000 605.000000 1068.000000 1874.000000 2403.000000 3754.000000 3091.000000 0.000060 137.956161 0.010879 36.000000 0.123685 0.132389 -0.557030 2.000000 2.000000 2.000000 -0.000000 361.000000 675.000000 1375.000000 1855.000000 3061.000000 2368.000000 0.000080 111.711670 0.011927 19.000000 0.148607 0.131553 -0.638651 2.000000 2.000000 4.000000 -0.000000 479.000000 734.000000 904.000000 1997.000000 2570.000000 1764.000000 0.000764 226.418213 0.030545 19.000000 0.376767 0.596914 -0.555690 25.000000 30.000000 39.000000 -0.000000 428.000000 772.000000 1394.000000 2140.000000 2817.000000 2249.000000 0.000319 235.746841 0.026684 17.000000 0.211092 0.272168 -0.569797 10.000000 12.000000 15.000000 -0.000000 388.000000 615.000000 898.000000 1345.000000 1824.000000 1327.000000 0.000365 106.887604 0.017374 20.000000 0.199287 0.174492 -0.495695 2.000000 5.000000 10.000000 -0.000000 562.000000 873.000000 1217.000000 2240.000000 3108.000000 2204.000000 0.000701 301.851044 0.031411 32.000000 0.295921 0.485708 -0.561417 15.000000 22.000000 36.000000 -0.000000 477.000000 796.000000 1323.000000 2056.000000 2810.000000 2309.000000 0.000245 225.095001 0.027150 17.000000 0.216928 0.285861 -0.558514 8.000000 12.000000 17.000000 -0.000000 396.000000 610.000000 703.000000 2030.000000 2274.000000 1614.000000 0.011143 651.738770 0.079990 16.000000 0.485547 0.785955 -0.576976 25.000000 43.000000 64.000000 0.000000 463.000000 771.000000 1111.000000 1758.000000 1985.000000 1453.000000 0.000507 248.621353 0.039122 19.000000 0.225514 0.273407 -0.440493 6.000000 13.000000 18.000000 +0.000000 396.000000 610.000000 703.000000 2030.000000 2274.000000 1614.000000 0.011143 651.738770 0.079990 16.000000 0.485547 0.785955 -0.576976 25.000000 43.000000 64.000000 +0.000000 439.000000 627.000000 797.000000 1833.000000 1954.000000 1205.000000 0.000592 174.764252 0.025090 18.000000 0.393916 0.585368 -0.514142 26.000000 28.000000 37.000000 +0.000000 1007.000000 1438.000000 1973.000000 3123.000000 3807.000000 2506.000000 0.000175 195.013077 0.016533 15.000000 0.225667 0.479510 -0.451668 10.000000 11.000000 74.000000 +0.000000 307.000000 458.000000 472.000000 1827.000000 1592.000000 938.000000 0.003103 324.517487 0.055496 13.000000 0.589387 0.873865 -0.553171 48.000000 51.000000 58.000000 +0.000000 562.000000 873.000000 1217.000000 2240.000000 3108.000000 2204.000000 0.000701 301.851044 0.031411 32.000000 0.295921 0.485708 -0.561417 15.000000 22.000000 36.000000 +0.000000 310.000000 451.000000 683.000000 1339.000000 1882.000000 1407.000000 0.000538 158.501266 0.022988 15.000000 0.324431 0.334526 -0.613373 13.000000 17.000000 25.000000 +0.000000 814.000000 1413.000000 2344.000000 3279.000000 4124.000000 3329.000000 0.000552 699.244446 0.049865 18.000000 0.166281 0.280205 -0.489615 3.000000 9.000000 21.000000 0.000000 872.000000 1177.000000 1486.000000 2711.000000 3403.000000 2248.000000 0.005275 719.562195 0.056308 18.000000 0.291875 0.616415 -0.486026 12.000000 21.000000 58.000000 +0.000000 546.000000 792.000000 993.000000 2668.000000 2750.000000 1686.000000 0.003767 904.478333 0.093090 26.000000 0.457525 0.924624 -0.552795 37.000000 42.000000 65.000000 +0.000000 388.000000 615.000000 898.000000 1345.000000 1824.000000 1327.000000 0.000365 106.887604 0.017374 20.000000 0.199287 0.174492 -0.495695 2.000000 5.000000 10.000000 +0.000000 477.000000 796.000000 1323.000000 2056.000000 2810.000000 2309.000000 0.000245 225.095001 0.027150 17.000000 0.216928 0.285861 -0.558514 8.000000 12.000000 17.000000 +0.000000 508.000000 882.000000 1576.000000 2031.000000 3397.000000 2606.000000 0.000073 140.351944 0.012379 39.000000 0.126144 0.114815 -0.587754 2.000000 2.000000 2.000000 +0.000000 483.000000 810.000000 1427.000000 2210.000000 3383.000000 2857.000000 0.000649 279.477234 0.024719 32.000000 0.215287 0.294970 -0.613642 4.000000 12.000000 25.000000 0.000000 365.000000 554.000000 762.000000 1996.000000 2094.000000 1458.000000 0.000617 264.934967 0.037020 29.000000 0.447426 0.689023 -0.581571 32.000000 37.000000 44.000000 0.000000 626.000000 894.000000 1155.000000 2135.000000 2437.000000 1822.000000 0.000316 224.351395 0.024208 18.000000 0.297872 0.498848 -0.463224 20.000000 22.000000 31.000000 -0.000000 483.000000 810.000000 1427.000000 2210.000000 3383.000000 2857.000000 0.000649 279.477234 0.024719 32.000000 0.215287 0.294970 -0.613642 4.000000 12.000000 25.000000 -0.000000 508.000000 882.000000 1576.000000 2031.000000 3397.000000 2606.000000 0.000073 140.351944 0.012379 39.000000 0.126144 0.114815 -0.587754 2.000000 2.000000 2.000000 -0.000000 338.000000 559.000000 923.000000 1460.000000 2522.000000 1890.000000 0.000264 234.575043 0.030810 37.000000 0.225346 0.217834 -0.637131 3.000000 6.000000 17.000000 +0.000000 357.000000 547.000000 666.000000 1411.000000 1964.000000 1330.000000 0.000712 287.161682 0.050282 13.000000 0.358690 0.411363 -0.564317 19.000000 25.000000 32.000000 0.000000 361.000000 573.000000 989.000000 1711.000000 2202.000000 1837.000000 0.000306 152.573532 0.021035 16.000000 0.267407 0.319188 -0.587027 13.000000 17.000000 19.000000 0.000000 582.000000 1075.000000 2046.000000 2930.000000 3742.000000 3242.000000 0.000061 113.092659 0.008376 18.000000 0.177653 0.265656 -0.553664 11.000000 12.000000 14.000000 +0.000000 338.000000 559.000000 923.000000 1460.000000 2522.000000 1890.000000 0.000264 234.575043 0.030810 37.000000 0.225346 0.217834 -0.637131 3.000000 6.000000 17.000000 0.000000 542.000000 974.000000 1529.000000 2460.000000 2832.000000 2306.000000 0.000242 178.310165 0.018094 27.000000 0.233392 0.361304 -0.488177 14.000000 16.000000 21.000000 -0.000000 578.000000 967.000000 1378.000000 2429.000000 3096.000000 2214.000000 0.000593 289.306610 0.030056 18.000000 0.276070 0.462998 -0.523997 13.000000 20.000000 33.000000 -0.000000 667.000000 1105.000000 1759.000000 2807.000000 3709.000000 2833.000000 0.000302 195.821991 0.014112 19.000000 0.229523 0.398336 -0.540922 11.000000 15.000000 21.000000 -0.000000 404.000000 671.000000 1225.000000 1648.000000 2670.000000 2150.000000 0.000066 93.939957 0.010571 18.000000 0.147233 0.121606 -0.598324 2.000000 2.000000 4.000000 0.000000 648.000000 998.000000 1406.000000 2233.000000 3181.000000 2476.000000 0.000449 236.566360 0.025131 24.000000 0.227260 0.355162 -0.522374 7.000000 10.000000 27.000000 -0.000000 422.000000 685.000000 1285.000000 2012.000000 3373.000000 2616.000000 0.000188 281.586548 0.027234 35.000000 0.220503 0.279156 -0.662395 8.000000 10.000000 28.000000 +0.000000 667.000000 1105.000000 1759.000000 2807.000000 3709.000000 2833.000000 0.000302 195.821991 0.014112 19.000000 0.229523 0.398336 -0.540922 11.000000 15.000000 21.000000 +0.000000 421.000000 710.000000 1385.000000 1948.000000 2622.000000 2416.000000 0.000065 89.160355 0.009375 17.000000 0.168917 0.179789 -0.573830 8.000000 9.000000 11.000000 0.000000 473.000000 738.000000 950.000000 1802.000000 2682.000000 1938.000000 0.000345 307.565643 0.032825 19.000000 0.309593 0.434248 -0.568421 17.000000 22.000000 29.000000 -0.000000 678.000000 954.000000 1246.000000 2274.000000 2554.000000 1722.000000 0.000266 341.293182 0.035168 18.000000 0.292045 0.516044 -0.456100 18.000000 21.000000 31.000000 -0.000000 327.000000 513.000000 593.000000 1573.000000 1948.000000 1155.000000 0.000319 180.628311 0.028744 21.000000 0.452447 0.581144 -0.583096 36.000000 39.000000 44.000000 -0.000000 441.000000 731.000000 1268.000000 1828.000000 2607.000000 2168.000000 0.000391 297.249573 0.039355 19.000000 0.180879 0.196053 -0.562013 5.000000 6.000000 9.000000 -0.000000 465.000000 761.000000 1194.000000 1825.000000 2284.000000 1870.000000 0.000311 173.764526 0.020951 20.000000 0.209010 0.250183 -0.500164 6.000000 9.000000 20.000000 +0.000000 404.000000 671.000000 1225.000000 1648.000000 2670.000000 2150.000000 0.000066 93.939957 0.010571 18.000000 0.147233 0.121606 -0.598324 2.000000 2.000000 4.000000 +0.000000 341.000000 572.000000 970.000000 1890.000000 2585.000000 2075.000000 0.000338 206.154602 0.023457 14.000000 0.321678 0.431177 -0.637631 19.000000 24.000000 27.000000 0.000000 474.000000 742.000000 1259.000000 1963.000000 2666.000000 2353.000000 0.000237 194.127930 0.021137 20.000000 0.218498 0.280927 -0.564554 10.000000 14.000000 20.000000 -0.000000 421.000000 710.000000 1385.000000 1948.000000 2622.000000 2416.000000 0.000065 89.160355 0.009375 17.000000 0.168917 0.179789 -0.573830 8.000000 9.000000 11.000000 -0.000000 597.000000 1016.000000 1695.000000 2453.000000 3694.000000 3117.000000 0.000262 461.292145 0.040317 17.000000 0.182739 0.259841 -0.568577 5.000000 7.000000 10.000000 +0.000000 441.000000 731.000000 1268.000000 1828.000000 2607.000000 2168.000000 0.000391 297.249573 0.039355 19.000000 0.180879 0.196053 -0.562013 5.000000 6.000000 9.000000 0.000000 578.000000 869.000000 1187.000000 2104.000000 2968.000000 2357.000000 0.000335 233.423523 0.026224 15.000000 0.278639 0.438999 -0.547042 15.000000 20.000000 27.000000 -0.000000 391.000000 678.000000 1354.000000 1718.000000 3366.000000 2542.000000 0.000097 128.243378 0.014423 19.000000 0.118490 0.076706 -0.664688 2.000000 2.000000 2.000000 -0.000000 341.000000 572.000000 970.000000 1890.000000 2585.000000 2075.000000 0.000338 206.154602 0.023457 14.000000 0.321678 0.431177 -0.637631 19.000000 24.000000 27.000000 0.000000 489.000000 868.000000 1495.000000 2246.000000 2916.000000 2315.000000 0.000152 175.375793 0.017056 18.000000 0.200748 0.269087 -0.541226 7.000000 11.000000 14.000000 -0.000000 461.000000 771.000000 1221.000000 1705.000000 2175.000000 1648.000000 0.000196 106.495209 0.012604 16.000000 0.165414 0.163104 -0.476578 2.000000 3.000000 8.000000 -0.000000 617.000000 1024.000000 1553.000000 2799.000000 3704.000000 2759.000000 0.000676 448.441681 0.034621 11.000000 0.286305 0.526391 -0.566836 11.000000 23.000000 39.000000 +0.000000 465.000000 761.000000 1194.000000 1825.000000 2284.000000 1870.000000 0.000311 173.764526 0.020951 20.000000 0.209010 0.250183 -0.500164 6.000000 9.000000 20.000000 +0.000000 391.000000 678.000000 1354.000000 1718.000000 3366.000000 2542.000000 0.000097 128.243378 0.014423 19.000000 0.118490 0.076706 -0.664688 2.000000 2.000000 2.000000 +0.000000 578.000000 967.000000 1378.000000 2429.000000 3096.000000 2214.000000 0.000593 289.306610 0.030056 18.000000 0.276070 0.462998 -0.523997 13.000000 20.000000 33.000000 +0.000000 597.000000 1016.000000 1695.000000 2453.000000 3694.000000 3117.000000 0.000262 461.292145 0.040317 17.000000 0.182739 0.259841 -0.568577 5.000000 7.000000 10.000000 0.000000 474.000000 693.000000 809.000000 1639.000000 2321.000000 1502.000000 0.000563 219.561478 0.029035 12.000000 0.339052 0.462256 -0.540146 21.000000 26.000000 32.000000 -0.000000 585.000000 853.000000 1138.000000 2392.000000 3054.000000 1945.000000 0.000519 370.962799 0.038508 31.000000 0.355241 0.646701 -0.563348 23.000000 30.000000 53.000000 -0.000000 752.000000 1323.000000 2176.000000 3041.000000 4299.000000 3404.000000 0.000127 232.973419 0.016101 14.000000 0.165804 0.264457 -0.529349 3.000000 6.000000 8.000000 +0.000000 617.000000 1024.000000 1553.000000 2799.000000 3704.000000 2759.000000 0.000676 448.441681 0.034621 11.000000 0.286305 0.526391 -0.566836 11.000000 23.000000 39.000000 0.000000 594.000000 1129.000000 2040.000000 2801.000000 4339.000000 3485.000000 0.000039 170.066681 0.012362 17.000000 0.157199 0.216365 -0.587052 2.000000 3.000000 4.000000 +0.000000 678.000000 954.000000 1246.000000 2274.000000 2554.000000 1722.000000 0.000266 341.293182 0.035168 18.000000 0.292045 0.516044 -0.456100 18.000000 21.000000 31.000000 +0.000000 422.000000 685.000000 1285.000000 2012.000000 3373.000000 2616.000000 0.000188 281.586548 0.027234 35.000000 0.220503 0.279156 -0.662395 8.000000 10.000000 28.000000 +0.000000 461.000000 771.000000 1221.000000 1705.000000 2175.000000 1648.000000 0.000196 106.495209 0.012604 16.000000 0.165414 0.163104 -0.476578 2.000000 3.000000 8.000000 +0.000000 427.000000 711.000000 1013.000000 1682.000000 2321.000000 1769.000000 0.000492 304.067200 0.040038 17.000000 0.248237 0.297669 -0.531003 7.000000 13.000000 21.000000 0.000000 298.000000 450.000000 584.000000 1688.000000 1743.000000 1194.000000 0.001124 212.684235 0.035280 13.000000 0.485915 0.652678 -0.589603 33.000000 37.000000 42.000000 0.000000 493.000000 874.000000 1499.000000 2005.000000 2776.000000 2329.000000 0.000064 78.479797 0.008504 19.000000 0.144406 0.146530 -0.521096 2.000000 3.000000 5.000000 -0.000000 427.000000 711.000000 1013.000000 1682.000000 2321.000000 1769.000000 0.000492 304.067200 0.040038 17.000000 0.248237 0.297669 -0.531003 7.000000 13.000000 21.000000 -0.000000 502.000000 922.000000 1364.000000 2153.000000 2616.000000 1994.000000 0.000458 284.933411 0.031465 18.000000 0.224339 0.312636 -0.478802 10.000000 13.000000 18.000000 0.000000 583.000000 911.000000 1208.000000 2396.000000 2667.000000 1959.000000 0.000337 184.482376 0.019230 18.000000 0.329634 0.585628 -0.490777 23.000000 27.000000 34.000000 +0.000000 752.000000 1323.000000 2176.000000 3041.000000 4299.000000 3404.000000 0.000127 232.973419 0.016101 14.000000 0.165804 0.264457 -0.529349 3.000000 6.000000 8.000000 +0.000000 327.000000 513.000000 593.000000 1573.000000 1948.000000 1155.000000 0.000319 180.628311 0.028744 21.000000 0.452447 0.581144 -0.583096 36.000000 39.000000 44.000000 +0.000000 585.000000 853.000000 1138.000000 2392.000000 3054.000000 1945.000000 0.000519 370.962799 0.038508 31.000000 0.355241 0.646701 -0.563348 23.000000 30.000000 53.000000 0.000000 563.000000 858.000000 1022.000000 2416.000000 2867.000000 1990.000000 0.002970 487.288605 0.051805 35.000000 0.405468 0.762160 -0.539329 19.000000 34.000000 50.000000 -0.000000 451.000000 740.000000 1191.000000 2091.000000 3235.000000 2458.000000 0.000352 270.030457 0.027568 18.000000 0.274223 0.395450 -0.627673 9.000000 17.000000 26.000000 0.000000 449.000000 709.000000 891.000000 1677.000000 2319.000000 1553.000000 0.000447 259.183990 0.032476 16.000000 0.306075 0.402623 -0.531704 19.000000 22.000000 28.000000 +0.000000 502.000000 922.000000 1364.000000 2153.000000 2616.000000 1994.000000 0.000458 284.933411 0.031465 18.000000 0.224339 0.312636 -0.478802 10.000000 13.000000 18.000000 +0.000000 479.000000 669.000000 761.000000 1943.000000 2176.000000 1538.000000 0.001292 403.728271 0.061795 12.000000 0.437130 0.709716 -0.529701 31.000000 37.000000 45.000000 +0.000000 732.000000 1318.000000 2348.000000 2978.000000 4594.000000 3510.000000 0.000041 152.160538 0.010770 20.000000 0.118288 0.146106 -0.554127 2.000000 2.000000 2.000000 +0.000000 470.000000 893.000000 1812.000000 2376.000000 3616.000000 2945.000000 0.000119 148.225052 0.010957 20.000000 0.134670 0.140651 -0.603903 2.000000 2.000000 6.000000 +0.000000 777.000000 1131.000000 1891.000000 2093.000000 1719.000000 1219.000000 0.003234 539.927368 0.070906 14.000000 0.050703 -0.014256 -0.206316 2.000000 2.000000 2.000000 +0.000000 392.000000 733.000000 1470.000000 2610.000000 2891.000000 2571.000000 0.000101 115.956444 0.008281 14.000000 0.279412 0.439669 -0.595475 22.000000 26.000000 28.000000 0.000000 578.000000 775.000000 984.000000 1928.000000 2631.000000 2082.000000 0.000720 444.599304 0.053558 31.000000 0.324176 0.514621 -0.544921 16.000000 23.000000 41.000000 +0.000000 434.000000 745.000000 1340.000000 2071.000000 2784.000000 2275.000000 0.000283 178.878784 0.019626 21.000000 0.214307 0.274258 -0.577784 8.000000 10.000000 17.000000 +0.000000 352.000000 556.000000 797.000000 2010.000000 2160.000000 1535.000000 0.000870 237.014557 0.031665 15.000000 0.432134 0.657267 -0.590574 30.000000 36.000000 41.000000 0.000000 714.000000 1383.000000 1877.000000 2631.000000 3516.000000 2811.000000 0.000090 240.774261 0.021040 31.000000 0.167258 0.249889 -0.435395 5.000000 6.000000 9.000000 +0.000000 451.000000 740.000000 1191.000000 2091.000000 3235.000000 2458.000000 0.000352 270.030457 0.027568 18.000000 0.274223 0.395450 -0.627673 9.000000 17.000000 26.000000 0.000000 604.000000 1052.000000 1769.000000 2692.000000 3600.000000 2782.000000 0.000364 339.632477 0.025183 18.000000 0.206904 0.326639 -0.547721 7.000000 11.000000 22.000000 -0.000000 392.000000 733.000000 1470.000000 2610.000000 2891.000000 2571.000000 0.000101 115.956444 0.008281 14.000000 0.279412 0.439669 -0.595475 22.000000 26.000000 28.000000 -0.000000 428.000000 654.000000 973.000000 2022.000000 2315.000000 1735.000000 0.000594 159.309235 0.017555 14.000000 0.350250 0.529659 -0.559448 24.000000 27.000000 31.000000 -0.000000 732.000000 1318.000000 2348.000000 2978.000000 4594.000000 3510.000000 0.000041 152.160538 0.010770 20.000000 0.118288 0.146106 -0.554127 2.000000 2.000000 2.000000 0.000000 651.000000 1130.000000 1873.000000 2833.000000 3664.000000 2851.000000 0.000226 505.859741 0.044027 11.000000 0.203995 0.334521 -0.528577 7.000000 10.000000 21.000000 +0.000000 646.000000 1098.000000 1806.000000 2677.000000 3987.000000 3223.000000 0.000684 465.449219 0.036719 16.000000 0.194290 0.304016 -0.568142 2.000000 8.000000 21.000000 +0.000000 861.000000 1657.000000 2822.000000 3529.000000 5286.000000 4430.000000 0.000043 214.385971 0.011403 19.000000 0.111321 0.148412 -0.522685 2.000000 2.000000 2.000000 +0.000000 418.000000 649.000000 1278.000000 1907.000000 3175.000000 2757.000000 0.000106 135.675018 0.012632 16.000000 0.197488 0.228065 -0.660565 6.000000 11.000000 16.000000 0.000000 297.000000 445.000000 530.000000 1224.000000 1656.000000 1117.000000 0.002667 324.069946 0.068520 16.000000 0.395667 0.397520 -0.576392 18.000000 27.000000 32.000000 -0.000000 275.000000 400.000000 442.000000 1528.000000 1524.000000 934.000000 0.001098 144.257812 0.033539 13.000000 0.551269 0.692635 -0.584200 36.000000 44.000000 46.000000 -0.000000 470.000000 893.000000 1812.000000 2376.000000 3616.000000 2945.000000 0.000119 148.225052 0.010957 20.000000 0.134670 0.140651 -0.603903 2.000000 2.000000 6.000000 -0.000000 447.000000 739.000000 1131.000000 2223.000000 2494.000000 1988.000000 0.000487 237.522903 0.029117 32.000000 0.325581 0.512865 -0.542839 22.000000 26.000000 30.000000 -0.000000 352.000000 556.000000 797.000000 2010.000000 2160.000000 1535.000000 0.000870 237.014557 0.031665 15.000000 0.432134 0.657267 -0.590574 30.000000 36.000000 41.000000 0.000000 337.000000 510.000000 594.000000 1739.000000 1753.000000 1110.000000 0.001805 189.041962 0.034335 11.000000 0.490784 0.692655 -0.549271 36.000000 40.000000 44.000000 -0.000000 426.000000 666.000000 910.000000 1503.000000 2342.000000 1593.000000 0.000311 138.924591 0.019692 21.000000 0.245752 0.271576 -0.557181 8.000000 12.000000 16.000000 -0.000000 479.000000 669.000000 761.000000 1943.000000 2176.000000 1538.000000 0.001292 403.728271 0.061795 12.000000 0.437130 0.709716 -0.529701 31.000000 37.000000 45.000000 +0.000000 872.000000 1210.000000 1544.000000 2348.000000 3172.000000 2131.000000 0.001225 459.122070 0.046195 17.000000 0.206578 0.364496 -0.447741 3.000000 9.000000 40.000000 +0.000000 428.000000 654.000000 973.000000 2022.000000 2315.000000 1735.000000 0.000594 159.309235 0.017555 14.000000 0.350250 0.529659 -0.559448 24.000000 27.000000 31.000000 0.000000 304.000000 572.000000 994.000000 1597.000000 2161.000000 1770.000000 0.000724 162.431564 0.021882 20.000000 0.232729 0.238923 -0.581412 6.000000 12.000000 21.000000 -0.000000 682.000000 1162.000000 1874.000000 2736.000000 3611.000000 2848.000000 0.000195 170.353928 0.013765 13.000000 0.186985 0.295294 -0.513094 4.000000 8.000000 16.000000 -0.000000 453.000000 662.000000 909.000000 1891.000000 2432.000000 1805.000000 0.000386 182.010162 0.024586 15.000000 0.350714 0.518830 -0.572075 25.000000 29.000000 33.000000 -0.000000 777.000000 1131.000000 1891.000000 2093.000000 1719.000000 1219.000000 0.003234 539.927368 0.070906 14.000000 0.050703 -0.014256 -0.206316 2.000000 2.000000 2.000000 -0.000000 434.000000 745.000000 1340.000000 2071.000000 2784.000000 2275.000000 0.000283 178.878784 0.019626 21.000000 0.214307 0.274258 -0.577784 8.000000 10.000000 17.000000 -0.000000 646.000000 1098.000000 1806.000000 2677.000000 3987.000000 3223.000000 0.000684 465.449219 0.036719 16.000000 0.194290 0.304016 -0.568142 2.000000 8.000000 21.000000 -0.000000 418.000000 649.000000 1278.000000 1907.000000 3175.000000 2757.000000 0.000106 135.675018 0.012632 16.000000 0.197488 0.228065 -0.660565 6.000000 11.000000 16.000000 -0.000000 740.000000 1284.000000 2128.000000 2933.000000 3988.000000 3254.000000 0.000178 494.098175 0.042860 13.000000 0.159059 0.243333 -0.512898 3.000000 5.000000 12.000000 +0.000000 447.000000 739.000000 1131.000000 2223.000000 2494.000000 1988.000000 0.000487 237.522903 0.029117 32.000000 0.325581 0.512865 -0.542839 22.000000 26.000000 30.000000 +0.000000 275.000000 400.000000 442.000000 1528.000000 1524.000000 934.000000 0.001098 144.257812 0.033539 13.000000 0.551269 0.692635 -0.584200 36.000000 44.000000 46.000000 +0.000000 426.000000 626.000000 856.000000 1863.000000 2244.000000 1655.000000 0.000398 199.112091 0.026869 14.000000 0.370357 0.541832 -0.563763 25.000000 28.000000 36.000000 +0.000000 426.000000 666.000000 910.000000 1503.000000 2342.000000 1593.000000 0.000311 138.924591 0.019692 21.000000 0.245752 0.271576 -0.557181 8.000000 12.000000 16.000000 +0.000000 406.000000 664.000000 856.000000 2113.000000 2546.000000 1681.000000 0.008677 603.203125 0.064203 19.000000 0.423375 0.682448 -0.586293 17.000000 38.000000 51.000000 0.000000 578.000000 982.000000 1523.000000 2241.000000 2698.000000 2110.000000 0.000224 188.388962 0.020408 20.000000 0.190755 0.263032 -0.466304 3.000000 10.000000 13.000000 -0.000000 408.000000 623.000000 801.000000 2111.000000 2459.000000 1543.000000 0.003056 382.832397 0.054553 21.000000 0.449863 0.737088 -0.595717 17.000000 40.000000 58.000000 0.000000 644.000000 1009.000000 1453.000000 2408.000000 3274.000000 2464.000000 0.001350 471.092010 0.036773 11.000000 0.247345 0.412067 -0.528835 8.000000 15.000000 43.000000 0.000000 472.000000 756.000000 1139.000000 1673.000000 1855.000000 1406.000000 0.000073 105.949066 0.016685 19.000000 0.189900 0.204712 -0.420912 6.000000 8.000000 9.000000 -0.000000 861.000000 1657.000000 2822.000000 3529.000000 5286.000000 4430.000000 0.000043 214.385971 0.011403 19.000000 0.111321 0.148412 -0.522685 2.000000 2.000000 2.000000 -0.000000 872.000000 1210.000000 1544.000000 2348.000000 3172.000000 2131.000000 0.001225 459.122070 0.046195 17.000000 0.206578 0.364496 -0.447741 3.000000 9.000000 40.000000 -0.000000 406.000000 664.000000 856.000000 2113.000000 2546.000000 1681.000000 0.008677 603.203125 0.064203 19.000000 0.423375 0.682448 -0.586293 17.000000 38.000000 51.000000 -0.000000 426.000000 626.000000 856.000000 1863.000000 2244.000000 1655.000000 0.000398 199.112091 0.026869 14.000000 0.370357 0.541832 -0.563763 25.000000 28.000000 36.000000 +0.000000 408.000000 623.000000 801.000000 2111.000000 2459.000000 1543.000000 0.003056 382.832397 0.054553 21.000000 0.449863 0.737088 -0.595717 17.000000 40.000000 58.000000 0.000000 557.000000 1079.000000 2130.000000 3323.000000 3953.000000 3337.000000 0.000194 177.109955 0.012589 18.000000 0.218779 0.374152 -0.571145 13.000000 19.000000 23.000000 -0.000000 309.000000 472.000000 723.000000 1467.000000 1886.000000 1389.000000 0.000456 156.445038 0.025617 16.000000 0.339726 0.380942 -0.599661 17.000000 22.000000 27.000000 -0.000000 329.000000 527.000000 848.000000 1379.000000 1904.000000 1577.000000 0.000446 141.044983 0.020710 19.000000 0.238437 0.225076 -0.566434 6.000000 10.000000 15.000000 +0.000000 453.000000 662.000000 909.000000 1891.000000 2432.000000 1805.000000 0.000386 182.010162 0.024586 15.000000 0.350714 0.518830 -0.572075 25.000000 29.000000 33.000000 +0.000000 682.000000 1162.000000 1874.000000 2736.000000 3611.000000 2848.000000 0.000195 170.353928 0.013765 13.000000 0.186985 0.295294 -0.513094 4.000000 8.000000 16.000000 +0.000000 473.000000 720.000000 1031.000000 1978.000000 2900.000000 2212.000000 0.000344 214.582443 0.022429 15.000000 0.314722 0.468024 -0.602210 18.000000 24.000000 31.000000 0.000000 406.000000 728.000000 1373.000000 2092.000000 3160.000000 2475.000000 0.000124 193.297745 0.019708 19.000000 0.207504 0.258243 -0.625514 8.000000 10.000000 13.000000 -0.000000 485.000000 767.000000 944.000000 1849.000000 2424.000000 1612.000000 0.000408 197.843979 0.027182 12.000000 0.324024 0.471941 -0.519273 22.000000 26.000000 37.000000 -0.000000 1096.000000 1529.000000 1942.000000 3083.000000 4282.000000 3543.000000 0.000983 1601.104126 0.120167 30.000000 0.227065 0.506907 -0.473757 3.000000 7.000000 68.000000 -0.000000 452.000000 744.000000 1239.000000 1732.000000 2821.000000 2344.000000 0.000067 95.683884 0.010562 19.000000 0.165937 0.164656 -0.582609 2.000000 3.000000 6.000000 -0.000000 620.000000 1168.000000 2433.000000 3553.000000 4269.000000 4003.000000 0.000092 312.248505 0.021527 19.000000 0.187103 0.313063 -0.570351 17.000000 20.000000 22.000000 0.000000 430.000000 779.000000 1494.000000 1975.000000 3633.000000 2651.000000 0.000045 182.877777 0.018275 35.000000 0.138657 0.127605 -0.646872 2.000000 2.000000 2.000000 -0.000000 618.000000 1057.000000 1692.000000 2688.000000 3604.000000 2791.000000 0.000289 240.279083 0.020989 35.000000 0.227397 0.376854 -0.546449 7.000000 14.000000 23.000000 -0.000000 532.000000 979.000000 1845.000000 2504.000000 4291.000000 3197.000000 0.000052 160.312988 0.011510 15.000000 0.151529 0.186364 -0.628463 2.000000 2.000000 2.000000 +0.000000 1096.000000 1529.000000 1942.000000 3083.000000 4282.000000 3543.000000 0.000983 1601.104126 0.120167 30.000000 0.227065 0.506907 -0.473757 3.000000 7.000000 68.000000 +0.000000 740.000000 1284.000000 2128.000000 2933.000000 3988.000000 3254.000000 0.000178 494.098175 0.042860 13.000000 0.159059 0.243333 -0.512898 3.000000 5.000000 12.000000 0.000000 513.000000 901.000000 1519.000000 2469.000000 3452.000000 2535.000000 0.000215 224.129684 0.019391 16.000000 0.238215 0.366494 -0.586033 12.000000 16.000000 21.000000 -0.000000 473.000000 720.000000 1031.000000 1978.000000 2900.000000 2212.000000 0.000344 214.582443 0.022429 15.000000 0.314722 0.468024 -0.602210 18.000000 24.000000 31.000000 +0.000000 329.000000 527.000000 848.000000 1379.000000 1904.000000 1577.000000 0.000446 141.044983 0.020710 19.000000 0.238437 0.225076 -0.566434 6.000000 10.000000 15.000000 +0.000000 485.000000 767.000000 944.000000 1849.000000 2424.000000 1612.000000 0.000408 197.843979 0.027182 12.000000 0.324024 0.471941 -0.519273 22.000000 26.000000 37.000000 +0.000000 461.000000 717.000000 997.000000 1819.000000 2263.000000 1617.000000 0.000824 258.399017 0.035289 17.000000 0.291903 0.400353 -0.518792 11.000000 19.000000 31.000000 0.000000 302.000000 475.000000 745.000000 1500.000000 1902.000000 1536.000000 0.000393 200.078323 0.030404 29.000000 0.336303 0.380283 -0.600337 18.000000 21.000000 24.000000 -0.000000 435.000000 712.000000 1041.000000 1448.000000 2061.000000 1579.000000 0.000377 117.716637 0.017350 18.000000 0.163519 0.137089 -0.486477 2.000000 2.000000 10.000000 -0.000000 678.000000 962.000000 1243.000000 2127.000000 3254.000000 2268.000000 0.000196 566.878967 0.058743 16.000000 0.262315 0.433433 -0.543643 13.000000 16.000000 21.000000 -0.000000 549.000000 910.000000 1351.000000 2243.000000 2885.000000 2128.000000 0.000217 151.054993 0.017271 17.000000 0.248191 0.379067 -0.520422 13.000000 17.000000 25.000000 0.000000 392.000000 659.000000 1211.000000 1542.000000 2166.000000 1733.000000 0.000063 102.484421 0.014000 17.000000 0.120232 0.070675 -0.533451 2.000000 2.000000 2.000000 -0.000000 461.000000 717.000000 997.000000 1819.000000 2263.000000 1617.000000 0.000824 258.399017 0.035289 17.000000 0.291903 0.400353 -0.518792 11.000000 19.000000 31.000000 0.000000 493.000000 815.000000 1393.000000 2113.000000 2518.000000 1853.000000 0.000357 272.602692 0.031435 20.000000 0.205362 0.270255 -0.510951 8.000000 9.000000 10.000000 +0.000000 620.000000 1168.000000 2433.000000 3553.000000 4269.000000 4003.000000 0.000092 312.248505 0.021527 19.000000 0.187103 0.313063 -0.570351 17.000000 20.000000 22.000000 +0.000000 678.000000 962.000000 1243.000000 2127.000000 3254.000000 2268.000000 0.000196 566.878967 0.058743 16.000000 0.262315 0.433433 -0.543643 13.000000 16.000000 21.000000 +0.000000 309.000000 472.000000 723.000000 1467.000000 1886.000000 1389.000000 0.000456 156.445038 0.025617 16.000000 0.339726 0.380942 -0.599661 17.000000 22.000000 27.000000 0.000000 429.000000 725.000000 1201.000000 2085.000000 2737.000000 1929.000000 0.000532 339.906281 0.036664 16.000000 0.269020 0.379451 -0.581167 11.000000 19.000000 23.000000 0.000000 465.000000 830.000000 1386.000000 2454.000000 3399.000000 2700.000000 0.000887 392.560730 0.034529 21.000000 0.278125 0.440950 -0.607472 12.000000 22.000000 31.000000 -0.000000 440.000000 658.000000 829.000000 1823.000000 2319.000000 1693.000000 0.000450 242.875778 0.034268 12.000000 0.374811 0.548128 -0.557944 26.000000 30.000000 34.000000 0.000000 769.000000 1294.000000 1942.000000 2955.000000 3717.000000 2934.000000 0.000314 247.951340 0.019927 9.000000 0.206861 0.368350 -0.483536 8.000000 13.000000 17.000000 +0.000000 440.000000 658.000000 829.000000 1823.000000 2319.000000 1693.000000 0.000450 242.875778 0.034268 12.000000 0.374811 0.548128 -0.557944 26.000000 30.000000 34.000000 +0.000000 617.000000 939.000000 1306.000000 2337.000000 3319.000000 2364.000000 0.002423 1106.588013 0.100427 17.000000 0.283009 0.481877 -0.558948 7.000000 11.000000 66.000000 +0.000000 618.000000 1057.000000 1692.000000 2688.000000 3604.000000 2791.000000 0.000289 240.279083 0.020989 35.000000 0.227397 0.376854 -0.546449 7.000000 14.000000 23.000000 +0.000000 532.000000 979.000000 1845.000000 2504.000000 4291.000000 3197.000000 0.000052 160.312988 0.011510 15.000000 0.151529 0.186364 -0.628463 2.000000 2.000000 2.000000 0.000000 517.000000 1003.000000 1985.000000 2715.000000 4323.000000 3199.000000 0.000072 227.121567 0.016222 18.000000 0.155319 0.200248 -0.623357 2.000000 2.000000 5.000000 0.000000 358.000000 572.000000 787.000000 1565.000000 2025.000000 1446.000000 0.000593 191.141327 0.025981 18.000000 0.330782 0.399351 -0.559492 19.000000 22.000000 27.000000 -0.000000 483.000000 848.000000 1571.000000 2432.000000 3192.000000 2754.000000 0.000142 142.727600 0.013079 17.000000 0.215089 0.309065 -0.580198 12.000000 15.000000 17.000000 0.000000 366.000000 626.000000 1103.000000 1923.000000 2523.000000 2099.000000 0.000452 363.248840 0.044765 15.000000 0.270985 0.351543 -0.602413 12.000000 18.000000 24.000000 +0.000000 452.000000 744.000000 1239.000000 1732.000000 2821.000000 2344.000000 0.000067 95.683884 0.010562 19.000000 0.165937 0.164656 -0.582609 2.000000 3.000000 6.000000 0.000000 458.000000 627.000000 743.000000 1494.000000 2291.000000 1567.000000 0.000370 276.579132 0.042245 20.000000 0.335717 0.424686 -0.570254 21.000000 23.000000 29.000000 +0.000000 435.000000 712.000000 1041.000000 1448.000000 2061.000000 1579.000000 0.000377 117.716637 0.017350 18.000000 0.163519 0.137089 -0.486477 2.000000 2.000000 10.000000 0.000000 460.000000 748.000000 1201.000000 1836.000000 2536.000000 1999.000000 0.000453 210.798538 0.023666 21.000000 0.209088 0.250367 -0.544458 6.000000 9.000000 20.000000 -0.000000 470.000000 829.000000 1471.000000 2210.000000 3091.000000 2655.000000 0.000299 300.972961 0.031449 17.000000 0.200761 0.263717 -0.577041 9.000000 11.000000 24.000000 0.000000 548.000000 1008.000000 2001.000000 2815.000000 3639.000000 2912.000000 0.000085 174.288422 0.012564 18.000000 0.169020 0.237494 -0.566172 6.000000 7.000000 11.000000 -0.000000 379.000000 562.000000 654.000000 1456.000000 2005.000000 1359.000000 0.000489 142.503525 0.024429 27.000000 0.380095 0.460591 -0.562135 24.000000 28.000000 35.000000 -0.000000 617.000000 939.000000 1306.000000 2337.000000 3319.000000 2364.000000 0.002423 1106.588013 0.100427 17.000000 0.283009 0.481877 -0.558948 7.000000 11.000000 66.000000 +0.000000 483.000000 848.000000 1571.000000 2432.000000 3192.000000 2754.000000 0.000142 142.727600 0.013079 17.000000 0.215089 0.309065 -0.580198 12.000000 15.000000 17.000000 +0.000000 549.000000 910.000000 1351.000000 2243.000000 2885.000000 2128.000000 0.000217 151.054993 0.017271 17.000000 0.248191 0.379067 -0.520422 13.000000 17.000000 25.000000 +0.000000 470.000000 829.000000 1471.000000 2210.000000 3091.000000 2655.000000 0.000299 300.972961 0.031449 17.000000 0.200761 0.263717 -0.577041 9.000000 11.000000 24.000000 0.000000 669.000000 1144.000000 1632.000000 2452.000000 2661.000000 1891.000000 0.000769 387.301666 0.042439 18.000000 0.200784 0.312552 -0.398686 2.000000 10.000000 19.000000 -0.000000 597.000000 920.000000 1307.000000 2369.000000 2596.000000 1955.000000 0.000561 240.002945 0.026878 18.000000 0.288901 0.492531 -0.476678 17.000000 22.000000 33.000000 -0.000000 476.000000 806.000000 1217.000000 1755.000000 2340.000000 1760.000000 0.000246 115.833817 0.015074 20.000000 0.181023 0.196213 -0.487603 2.000000 5.000000 13.000000 -0.000000 752.000000 1073.000000 1306.000000 2334.000000 2956.000000 2131.000000 0.000321 239.740799 0.025763 17.000000 0.282418 0.521935 -0.467362 17.000000 22.000000 32.000000 -0.000000 807.000000 1111.000000 1356.000000 2440.000000 3138.000000 2271.000000 0.000354 251.689331 0.024415 33.000000 0.285564 0.557098 -0.477053 17.000000 21.000000 39.000000 0.000000 442.000000 716.000000 1319.000000 1906.000000 2766.000000 2386.000000 0.000089 132.923782 0.015780 30.000000 0.182016 0.203685 -0.588742 6.000000 7.000000 11.000000 -0.000000 572.000000 1021.000000 1643.000000 2874.000000 3269.000000 2611.000000 0.000161 182.858948 0.015564 18.000000 0.272526 0.485752 -0.524009 20.000000 23.000000 26.000000 +0.000000 752.000000 1073.000000 1306.000000 2334.000000 2956.000000 2131.000000 0.000321 239.740799 0.025763 17.000000 0.282418 0.521935 -0.467362 17.000000 22.000000 32.000000 0.000000 440.000000 659.000000 818.000000 1921.000000 2355.000000 1712.000000 0.001721 482.256866 0.068610 20.000000 0.402702 0.619426 -0.562707 23.000000 30.000000 58.000000 0.000000 599.000000 1016.000000 1656.000000 2258.000000 2863.000000 2416.000000 0.000198 178.406906 0.018669 19.000000 0.153807 0.189606 -0.476154 4.000000 6.000000 7.000000 -0.000000 580.000000 1044.000000 2004.000000 2833.000000 4652.000000 3851.000000 0.000155 263.140442 0.017720 18.000000 0.171387 0.247646 -0.633427 2.000000 5.000000 9.000000 -0.000000 340.000000 535.000000 821.000000 1663.000000 2312.000000 1788.000000 0.000264 111.480957 0.017295 15.000000 0.338969 0.424481 -0.624166 19.000000 23.000000 27.000000 -0.000000 304.000000 457.000000 543.000000 1657.000000 1734.000000 1149.000000 0.002195 273.289154 0.047823 25.000000 0.506364 0.679478 -0.582839 33.000000 40.000000 45.000000 +0.000000 476.000000 806.000000 1217.000000 1755.000000 2340.000000 1760.000000 0.000246 115.833817 0.015074 20.000000 0.181023 0.196213 -0.487603 2.000000 5.000000 13.000000 +0.000000 379.000000 562.000000 654.000000 1456.000000 2005.000000 1359.000000 0.000489 142.503525 0.024429 27.000000 0.380095 0.460591 -0.562135 24.000000 28.000000 35.000000 +0.000000 572.000000 1021.000000 1643.000000 2874.000000 3269.000000 2611.000000 0.000161 182.858948 0.015564 18.000000 0.272526 0.485752 -0.524009 20.000000 23.000000 26.000000 0.000000 403.000000 749.000000 1485.000000 1848.000000 3452.000000 2361.000000 0.000103 92.340118 0.008086 21.000000 0.108911 0.067128 -0.643418 2.000000 2.000000 2.000000 -0.000000 466.000000 669.000000 758.000000 2144.000000 2319.000000 1536.000000 0.001723 385.886871 0.048997 14.000000 0.477602 0.831941 -0.552209 34.000000 42.000000 54.000000 0.000000 435.000000 656.000000 795.000000 2206.000000 2010.000000 1240.000000 0.002212 343.069946 0.042833 18.000000 0.470177 0.812652 -0.507877 39.000000 41.000000 49.000000 -0.000000 658.000000 1025.000000 1441.000000 2513.000000 3355.000000 2565.000000 0.000405 214.008453 0.019264 28.000000 0.271118 0.479648 -0.531963 11.000000 20.000000 29.000000 -0.000000 224.000000 356.000000 324.000000 2404.000000 1090.000000 484.000000 0.000630 267.137024 0.061810 10.000000 0.762463 1.367128 -0.507607 52.000000 74.000000 77.000000 -0.000000 610.000000 941.000000 1429.000000 2112.000000 2560.000000 2104.000000 0.000090 137.706726 0.014626 21.000000 0.192883 0.265448 -0.462439 8.000000 10.000000 14.000000 +0.000000 807.000000 1111.000000 1356.000000 2440.000000 3138.000000 2271.000000 0.000354 251.689331 0.024415 33.000000 0.285564 0.557098 -0.477053 17.000000 21.000000 39.000000 +0.000000 340.000000 535.000000 821.000000 1663.000000 2312.000000 1788.000000 0.000264 111.480957 0.017295 15.000000 0.338969 0.424481 -0.624166 19.000000 23.000000 27.000000 +0.000000 597.000000 920.000000 1307.000000 2369.000000 2596.000000 1955.000000 0.000561 240.002945 0.026878 18.000000 0.288901 0.492531 -0.476678 17.000000 22.000000 33.000000 +0.000000 304.000000 457.000000 543.000000 1657.000000 1734.000000 1149.000000 0.002195 273.289154 0.047823 25.000000 0.506364 0.679478 -0.582839 33.000000 40.000000 45.000000 0.000000 518.000000 928.000000 1636.000000 2477.000000 3321.000000 2656.000000 0.000201 131.990067 0.011086 20.000000 0.204474 0.295236 -0.563191 8.000000 12.000000 15.000000 +0.000000 610.000000 941.000000 1429.000000 2112.000000 2560.000000 2104.000000 0.000090 137.706726 0.014626 21.000000 0.192883 0.265448 -0.462439 8.000000 10.000000 14.000000 +0.000000 224.000000 356.000000 324.000000 2404.000000 1090.000000 484.000000 0.000630 267.137024 0.061810 10.000000 0.762463 1.367128 -0.507607 52.000000 74.000000 77.000000 0.000000 445.000000 700.000000 1350.000000 1535.000000 4562.000000 3405.000000 0.000130 183.766312 0.015028 37.000000 0.064125 -0.015326 -0.733941 2.000000 2.000000 2.000000 +0.000000 580.000000 1044.000000 2004.000000 2833.000000 4652.000000 3851.000000 0.000155 263.140442 0.017720 18.000000 0.171387 0.247646 -0.633427 2.000000 5.000000 9.000000 +0.000000 658.000000 1025.000000 1441.000000 2513.000000 3355.000000 2565.000000 0.000405 214.008453 0.019264 28.000000 0.271118 0.479648 -0.531963 11.000000 20.000000 29.000000 +0.000000 466.000000 669.000000 758.000000 2144.000000 2319.000000 1536.000000 0.001723 385.886871 0.048997 14.000000 0.477602 0.831941 -0.552209 34.000000 42.000000 54.000000