From 769f1c67e4cf8c004395a6f15abaecc99fd7745f Mon Sep 17 00:00:00 2001
From: mch <1197100126@qq.com>
Date: Thu, 24 Nov 2022 12:02:19 +0800
Subject: [PATCH] 111
---
src/p2/README.md | 2 +
src/p2/demo2.py | 99 ++++
src/p2/hans.js | 153 ++++++
src/p2/info.db | Bin 0 -> 20480 bytes
src/p2/model_unquant.tflite | Bin 0 -> 2090332 bytes
src/p2/sqltools/insert_trans.py | 139 ++++++
src/p2/sqltools/insert_xyz.py | 78 +++
src/p2/sqltools/sqliteinsert.py | 20 +
src/p2/sqltools/sqlites.py | 15 +
src/p2/test.py | 32 ++
src/p2/test_video.py | 76 +++
src/p2/tools/calculator_profile_pb2.py | 607 +++++++++++++++++++++++
src/p2/tools/mediapipe_options_pb2.py | 64 +++
src/p2/tools/packet_factory_pb2.py | 165 ++++++
src/p2/tools/packet_generator_pb2.py | 146 ++++++
src/p2/tools/status_handler_pb2.py | 95 ++++
src/p2/tools/stream_handler_pb2.py | 135 +++++
src/p2/tools/test_calculators_pb2.py | 113 +++++
src/p2/tools/thread_pool_executor_pb2.py | 138 ++++++
src/p2/train.py | 115 +++++
20 files changed, 2192 insertions(+)
create mode 100644 src/p2/README.md
create mode 100644 src/p2/demo2.py
create mode 100644 src/p2/hans.js
create mode 100644 src/p2/info.db
create mode 100644 src/p2/model_unquant.tflite
create mode 100644 src/p2/sqltools/insert_trans.py
create mode 100644 src/p2/sqltools/insert_xyz.py
create mode 100644 src/p2/sqltools/sqliteinsert.py
create mode 100644 src/p2/sqltools/sqlites.py
create mode 100644 src/p2/test.py
create mode 100644 src/p2/test_video.py
create mode 100644 src/p2/tools/calculator_profile_pb2.py
create mode 100644 src/p2/tools/mediapipe_options_pb2.py
create mode 100644 src/p2/tools/packet_factory_pb2.py
create mode 100644 src/p2/tools/packet_generator_pb2.py
create mode 100644 src/p2/tools/status_handler_pb2.py
create mode 100644 src/p2/tools/stream_handler_pb2.py
create mode 100644 src/p2/tools/test_calculators_pb2.py
create mode 100644 src/p2/tools/thread_pool_executor_pb2.py
create mode 100644 src/p2/train.py
diff --git a/src/p2/README.md b/src/p2/README.md
new file mode 100644
index 0000000..2f30bb3
--- /dev/null
+++ b/src/p2/README.md
@@ -0,0 +1,2 @@
+# work1
+
diff --git a/src/p2/demo2.py b/src/p2/demo2.py
new file mode 100644
index 0000000..53d43bd
--- /dev/null
+++ b/src/p2/demo2.py
@@ -0,0 +1,99 @@
+import os
+import tensorflow as tf
+train_dataset_url = "https://storage.googleapis.com/download.tensorflow.org/data/iris_training.csv"
+file_url = "file:///home/smj/Work/mhand/test.csv"
+train_dataset_fp = tf.keras.utils.get_file(fname=os.path.basename(train_dataset_url),
+ origin=train_dataset_url)
+
+print("Local copy of the dataset file: {}".format(train_dataset_fp))
+# column order in CSV file
+
+class_names = ['Iris setosa', 'Iris versicolor', 'Iris virginica']
+
+batch_size = 32
+
+train_dataset = tf.data.experimental.make_csv_dataset(
+ train_dataset_fp,
+ batch_size,
+ label_name="virginica",
+ num_epochs=1)
+features, labels = next(iter(train_dataset))
+
+
+def pack_features_vector(features, labels):
+ """Pack the features into a single array."""
+ features = tf.stack(list(features.values()), axis=1)
+ return features, labels
+
+train_dataset = train_dataset.map(pack_features_vector)
+features, labels = next(iter(train_dataset))
+print(features)
+
+model = tf.keras.Sequential([
+ tf.keras.layers.Dense(10, activation=tf.nn.relu, input_shape=(4,)), # input shape required
+ tf.keras.layers.Dense(10, activation=tf.nn.relu),
+ tf.keras.layers.Dense(3)
+])
+# features[0].shape=(4,0)
+predictions = model(features)
+tf.nn.softmax(predictions[:5])
+loss_object = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True)
+
+def loss(model, x, y, training):
+ # training=training is needed only if there are layers with different
+ # behavior during training versus inference (e.g. Dropout).
+ y_ = model(x, training=training)
+
+ return loss_object(y_true=y, y_pred=y_)
+
+
+l = loss(model, features, labels, training=False)
+def grad(model, inputs, targets):
+ with tf.GradientTape() as tape:
+ loss_value = loss(model, inputs, targets, training=True)
+ return loss_value, tape.gradient(loss_value, model.trainable_variables)
+
+optimizer = tf.keras.optimizers.SGD(learning_rate=0.01)
+loss_value, grads = grad(model, features, labels)
+
+print("Step: {}, Initial Loss: {}".format(optimizer.iterations.numpy(),
+ loss_value.numpy()))
+
+optimizer.apply_gradients(zip(grads, model.trainable_variables))
+
+print("Step: {}, Loss: {}".format(optimizer.iterations.numpy(),
+ loss(model, features, labels, training=True).numpy()))
+
+## Note: Rerunning this cell uses the same model variables
+
+# Keep results for plotting
+train_loss_results = []
+train_accuracy_results = []
+
+num_epochs = 201
+
+for epoch in range(num_epochs):
+ epoch_loss_avg = tf.keras.metrics.Mean()
+ epoch_accuracy = tf.keras.metrics.SparseCategoricalAccuracy()
+
+ # Training loop - using batches of 32
+ for x, y in train_dataset:
+ # Optimize the model
+ loss_value, grads = grad(model, x, y)
+ optimizer.apply_gradients(zip(grads, model.trainable_variables))
+
+ # Track progress
+ epoch_loss_avg.update_state(loss_value) # Add current batch loss
+ # Compare predicted label to actual label
+ # training=True is needed only if there are layers with different
+ # behavior during training versus inference (e.g. Dropout).
+ epoch_accuracy.update_state(y, model(x, training=True))
+
+ # End epoch
+ train_loss_results.append(epoch_loss_avg.result())
+ train_accuracy_results.append(epoch_accuracy.result())
+
+ if epoch % 50 == 0:
+ print("Epoch {:03d}: Loss: {:.3f}, Accuracy: {:.3%}".format(epoch,
+ epoch_loss_avg.result(),
+ epoch_accuracy.result()))
\ No newline at end of file
diff --git a/src/p2/hans.js b/src/p2/hans.js
new file mode 100644
index 0000000..35d38ae
--- /dev/null
+++ b/src/p2/hans.js
@@ -0,0 +1,153 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/src/p2/info.db b/src/p2/info.db
new file mode 100644
index 0000000000000000000000000000000000000000..412bb7f9459b419c0360643ffcd0cc753a0f7e7c
GIT binary patch
literal 20480
zcmeI1cT^PD9>;g-qHz_7h(=x1sMugDsNi=|KtPHV6+|Tv8?g%pF&Y~fBN0;61baoX
zk*HWud{#`XAPdXVwl517L`98>@y(L!dA@h9=jHw3J16JNoZb1&_x_gI`}xlA-aE@g
zMT8`!Oyy6TyI^)g3SY$Oz~OQ^GCrTf;n*>6Yv%oWvtSOaUJE92-#C8Tp&e&%e3$ol
z&pB3h_8hx?yiz-RyLoT>Fx$>Lz&gM>z&gM>z&h~%c3_I7t#hwl+!ef(gv41>qa%I8
zqC$M5gTlk!IJ6oW>F*ou&yV&U5yI^M^_hO-!z2Cp(f%>f{4tS1p}vu^{L%ig{IKw7
ze%RQMkbz-iLtC?M5-S_$pk7=~(wr$%7bVZ1#oT;&dz@o&9h8va`^rX@}H@Zbl8g!?kxdfhd1qkz^Zq&13Yjbd7(gw`mf
zHG0w-y=aX?D2)Odk$^@dpb-gZL;@O-fJP*s5eaBS0veHkMkJ&W328(^8j+AjB%~1u
zX+%OAk&s3tq!9^eL?RlIh(;u$5s7F-A{vp1MkJyUiD*P38j*-bB&HFGX+&Zgk(fp#
zrV)v0L}D6|m_{U~5s7I;5*m?&MkJvTNoYh88j*xXB%u*WXhaekk%UGhr4dPKL{b`&
zltv__5lLx8QW}wzMkJ*XNoho$G$KzLktdDFlSbr8Bl4sXdD4hHX+)khB2OBT7mdh^
zM&v~!^7>CAw+}6BoQF8RZGmML$#?;?vt;fr%)jqB?=f#{i%&T3S=rm$cCent9I_kh
zz&mgtBh7l8qwPD`>eu{)%FiVI)4ke2J@!XQQG`3H)1MR@mFG}>ZN!n%AtRx7Io&?b
z*aXGC)ff9L-wJJ@Of!G`a+J?l@FV~77U+(ZEJ-h@MVb2#$*&G|gX;Vo<}VJQ>_J!`
z`SKpnMeV+4@#qCAemL52)#ITkBXK#hgMt9fG&RSogR-2P&Uu(SX`=s_Q+Y;x~yMN{o;F#upl0q!kRYAkB&gK
zZfV1i##*R)Ms@7bPJ*gm@-%AclNK=U&7SXia5VJCpLSXx423>_-LpOQ
z2ccPe+^@9Z^iP4DsE6H(`6X?dyEw(EP>iMPkW(%CG^Hk@`2vl
zp_|Ip#)OAJcV(sd3ZpJ}hePbPN*Eb)yWboQ^(4*2+-p{-_ioqY=f}OE*&sLl#wmjF
zQ0o^$FI0`0#LI_d0P!}XO9-F=s8db*yP4)(;ndFos
z9B3V^&vJLqfx5@&?%I*#p;_v@vMfCnYEsd!D_Grjk!3*5BK^EBH<)V(>ey|H;@|E-pZB@rfU!+bwH@Np$Cs%T+ikIr3b&$G
z^82vxgz3OVWF{%b7
zdR2M5LbGP-`uy}YAS@yc_V7oaZH*j;+8hG9rdhs4k_sH;OR
zj#*%bs-a5{gkKv8oxwagr9)k~rq6+_XYu<2dv4qZ;=
zszR|Jl#2#=jhfpZMw=VEsuRwj?#n0k{Zb#mn3KLk-{Az*C6V6+Uwegmr`FPf)}>?M
z%k5>TpS}8?^WA)uPK>M{w6hl;9*Hu~4v;VYIC++;4<4GQzID%0VIJ8|4!HlauITH|
z^-xTUnEhkzD%_o%;3hl*Nr7eo(p?rrp+2eVi{s-bTKmbN?KeYB^^xLUA?X?+A
zlX%Rm+Y>j*h-_>g$B_SllF7#$&-FB-;qh0|(o-)`D!CJ+58r`CW>}BNQQ~T=?LK&5
zUO{5p;pfmi&hSQ8-1Uw3S0C5lI+?>7nHB2E!%Ez&onyr;A87nzR8H3`F&U{A@22t-
zpqLvy`ltM%X!wq=Tpu?JHI8LnH&6Q&CT6Pbw(lpX)}@u?e(DP2{)*6L?d4FPxIaDB
zb{q6bKLoe;Z41p811y;0gm!E4i2G+Ipyv0*LsoKcLOZ;?ufcUZ>hgCzoG>pNbqk-q
zbbU1#Dzd6o9dS$ESn>_jU4@xU(LfQL`oZ_SC8%mOfLXQ8Hw%NWqB=h3Ql`~G)J(b8
zu&X!;)sGVsukRC~a$sTdpcWg{BrNG#710H9^CEht5{k0})+=Rc(A@K_?c&;qN+#=a
z%NDh%aVtDJ1)?(ZLej-yX;5Y!n&0l|Mkt+hXUit6Mg`}${VPAogZ#xIrD^yGXs>lH
zn$~v-12P4PndBGYTsxEw9*lZz%zW!Cr
z(5Ta>Ue>;>GWHkfTW^M(nKj68ymx#YOr+oCN1PUGMje4ZtKHVE;#gFa-#&12TRODl
zJPNW}YE*k*_@x_4n|jpVRa(Hb;EH){p=@yXXWs4jFnAv`EF22R4@|lE+_M0BbKUxt
zpnOkJp?zc$^sXDts~t)Ll2<6ITVT5F`^Z6&jMALB`v-qf24hI;qJld&A5AL^@_}KQ
zdTrCugDBe{lg12o7$Sc+-xp=1ao^3Isp%g%NH;s-^cf!ZYq^*`(M`r_wZ=(iM`8zi
zpLx3#_A)0DJCpbUiG1tsry}lV$a<34o5VgO_9L-Bi33R-OrnQH_QZZImt+DGg(Qkd
z6q6_+QA(mGiC!cQA#o^)!$|Zd(TBw0B!Wa4m%(4Gk;zv48GVWNC3*zWBZwYJ^hl!p
zi1s7epJ;!g1BebFdKA&4hz=w=kmw+ygNP0$I+*CuM2{vqgy;~WLx~P0I*jNrqQi*}
zCwdHrxw<~{Wn*L{E+_H)pD}{uBS=1i?`dr{ewk4u1Nvr(_*q9bg?`9bg?`9bg?`9bg?`9bg?`
z9bg?`9e9@x*jhSrndhU{)|Nc($5!TjqNRDCU}0nF*oOK4l==BTmuKKGFLq-cU>#r`
zU>#r`U>#r`U>#r`U>#r`U>#r`U>*27JK(~#bQBr(770Aaw&eAJhxz$GmwD*VKKK7S
sUtqTHtOKkAtOKkAtOKkAtOKkAtOKkAtOKkAtOIXx!2JB5`Io>y0gPBSQ~&?~
literal 0
HcmV?d00001
diff --git a/src/p2/model_unquant.tflite b/src/p2/model_unquant.tflite
new file mode 100644
index 0000000000000000000000000000000000000000..b0be2fecd8f533d5c68025728154efa07f96cb20
GIT binary patch
literal 2090332
zcmbT830RF?_y6zaQPPamQAtRWWNfXIdB~92^JFe#=6Mdu6d95!b1HLWR_mNJ$dEC~
z974uIk_!K|ORwJIfBmlaT+hcj=id9Q{k^|y?R^jD^jJ!g)Te`I6B9`$sY}|DzGNtw
z@HPv{vgBE<2ox1)MvDKTUKM<#`ri(Qc8XPoUSA-*O4S|ZAnt$_5$vA
znxAvCtfhC%yl2*uArt=8T9Pqgnby+gC)QHPV{2*cBWo$>p|!O9fwdHH-^;SWCs}
z)>893*3z`w)>8CMj&a>u8l7q_WnH$GhNf6c50k8=0SVSpn$lY8N!HTU^ZfZU)>6BZ
z){=DGT8celEzLS;ExAVV=l57kj@zxJs7=6noAa&
z&83u$=F+TSe!s$8%2;eJEuUvDHJ@QFWsfnJHhY;%om!Yn1u}CfO50o-kZUGsUp14?
zY&4Tb4>6N0>X}I?pG>7$v8IwkpsAG6!&F+XWhym~G?B79m`Iyn8cUr5jirJ*#!}RL
zBWXbYYLa$iL+OleRcUlq70H71rIg9K(yU`DQuYxQDS(+4sUjIN(k>M#Y^RD8v{^;c
zW}2^5kxr~ok+SBhNJE*m<5i@0ekzjp02S#>e-+80Eq}g^ij>z-Me4~YEmWjpa~0`O
zu_R>|Nz_NlJSnNdbwHG&DhyZfuaGL+d5Uas=mXm?VvMDb1_vb8E?&abz4AJ4VJ>
zG8T*pW60<;+Kf6QF~ywc0w#~iW!^E_Ocs;LJY+JMH0B0#l}TX|86^|ToMBEd(aa$x
ziV0_SF=5PRCWKkb1To8*0LGu0$IN1;F_RcSW;El&3}w8T0ZbpJC*#RfDgg=NV(j|7!D0(*L#1f}b52M@EC0>N{nIFF#lP^?J;N
zQA2!uM-H3rH?1U&n0q3g=r3lYh{aP$I>GStD~UVRck*=K3Dd?5^BdBHH%X6WnLkCF
z5mT72eHM9=w@uB4Z@ES0Q*MLJ;
zI3Jg|9+Ej;BG*Ga*Q0{#A(rd$9M{8X{`?89$75Vihq)dOa6Tis9{2L+cW^y!=6cw`
z^|+erVL8|1V*cy|9(RYi^l+=WbajKdG;f``9%_aSJW>V}$Gs$nAnPmB|nRM08Oq%z>RB}9HDm`3eDg|{lm0GKr
zO7HfVNMUVExZaGV;zh>Nq1wih_iQ6czjrk$*3nS%)2u34W>%4|p4FG;jn|bN535K~
z2Y9|Su6tFa#63KhxAB~2JVR8Z*bORD!BQ1zG!s5kMKWP}j!}_zjaHE?`>05My?HGG
z{ycM{o{FT-_?xIm(Z<|XAW30gC27DzUbi1eQadH*O(98ZgLzF@BS{Yj^O`V-YnW54
z%|$t&0r%r|{!BgY$4uhl&a5j*&dg?eNy@9k#}g*ePLk}HAX`Z)w&CLelUQ4lWQ@Oz
zYl4@Ep-ik5uQ$x{THMc)*Bd6SCLdFnuo}D$Rp&98M4m{^nGkax!;C-6q?z)#%vvtA
zVlL!K%vGKQj!Z~3t~oB=o=hwktTPkDMft7@$78PYgm7iT^>|(}etg_Y;p3JA6T*{2
zoAKcTT%sm_mI)V=ml?`6oWjR6ITI~vn(^le%m0-;#Iu;I9htT4(^d8;k3Etzo7p21
z#+!XgWRDyefA%PwJ?hDvV2_-c<+WM6jD2Jdu}3CM5POu%9(7`(*&_!gh&|F~hO$p7
z?2#iAz#hG0k9?RE_DIGoXOASthkc4=kL;K*u~;wz*e4}>WXH^7kFwY!Z$`-;Supiz}#SuT$v#DD3ARaz}#SCoS7&dmWPtK
zSsFiV%mjXtM&AATlb>`r1fO;MZa-Bglehb0nWy48h6zjm`IC25JgSRrdA6B9#aeTc
z;oX>`u^mH=&R&-g{7Lb
zd3Q=;vJEAgA97on4&FWKIK!!x#AoN(mFf`r7dl!qj!bzSLg%!ReoidIZ}yN86DLgY
z9l;AIpFx%OE7Q=9WA(aM;!BAJE|dT0kR(lBzqR<^l81`WBXkHo#~3cLlKoEPec)7y
zhmPoD$$pCQg@;04b4F+{)91slxitQyucVLACi-Nuwi>0{YKlCHSY`ecbDJ1T=n!$E
ze?9li`1wMw1~N;&F_U*<9&yf)QM;l8bq59e||@)hLZg+
z^GE1e%iF~m0{&M`JPRGdpQB7yhNqz9XkY4w&?;lviEWICAwI)pU4j^or$UJq&e)70
zE8P6zxX%c#6%-=Lk
z;M-7QOZ^hMWsE0N
z=0kbEdh#1yeoFlE@trhn^vp3+eMPMc=Nh|J(kS}7a_kALg+Ep)pUWTp_Kn+1^a));
z-yxGzed#n1f7!
zL#a!P^qSVl=DW!7UK(@2bfOG
zIL4%2sUG2#jQN`{Vyue3h=r-5FQQ)-YqH|8`DLY=dR9Rb_bJJl&?L0&XT~zNO!O~p
zLbr_h-)gF9C5<9?%Q^OiQjL{r>fw{hH6?TjeIkz?85^c&{Zj9Qb{X?G@BUO%&fLGE
zccPz+WB&8_&o$MW+qg@K22oStOeB->ONY=XW8}>Lp{7KtDrpcK!#UpLQVo@As#oT3
zZ-f>xzVIc2>A;L(MmH$+MR+A+{^rXcYRW|vdPQGEzvdis3g?AiR;nqt3Yxf2Nlgh&
zLfbxOG*g>VcP!N=bjz6kt)^TnX%xA8$QsR93x};#Q_jzR`^N1h`h+f_Pvo&ZBNMNG
z=@Z(;`@ebjhnjK`K2`Ki^qa;pkCf9T;+7qEY|824t|eN8roD_9dlb{WVX0?AuZ;Pd
zra$Gg8TYTKN%Yg^m~Ec^IiG8?O1%;_E?_%L{1Tdkwmr;9#+pg{r7fIa%b36AQ^{?A
zKkhWCq*3%g#Ify5HJVxQdwoXiOCoOppo#mGst
z!-8Y>dQswCrJ8c(HWiK~G>Dqo%xq(B{Lb${0EGf2b)@)|I@G@wPCImtLxc}#
ztfsoW`t6O-BE}cKY-Qxk2xh2DsV_pOjQN`{qOGDY<%n=w12q^D^&5KR=EcQBIePx0U6yMmb#~pF)e!w21*`
z7~||(s!8aTF@Mt}+A3-)e{Ni+N%WIAX3Ok9=ko_|7h1~TmnD7)O+s5JGnA>$T>Yg@
z=$0{m%ja5d`}-Qlf}T&l5BJ`3Lb*2rB;^a));-$urrv0(g~mU<_&%b34;
zC&sJjUHNn4GVesc)*N#N=Z#-hS|bK>ZlYlP5T?zkhC
z_)6Z0K1z;PSgN7Y8ZqJRZ*PPaF~0C+1Jjxr!UXWis;EJsQ^x$w7co`^UmCaIZR$+<
zwNv!#!!g%zUif9DHKJDqP28s>XF`+Eww@Wxh#HYKE7c}+%b5RPO__1KIDe^h4bLJg
zY81IEV2v)UgxDbM%6edG2LeL|PeC-T^e5#uR;=@Z&z%-_8GLrpbq&i((SYc0pT
zT&k;5OJkkw>9H)YNK5#O~C*)F+`)#>kofLruAIw@MmB{!BPt_jkX&k%?`;`d%pK
zjnE>-7rq2DEtx?~#xFfWr;PcVFMq13X57D`FQQ)*$9z_*sZvcvRM5oTOL8VO32kc_
zZ^o3F)}quapWk1RWB%rg7^|W$V)3l#i|AL(n%p=q
z{IXI_6_(4F(8Q0Dni86Xww263j4_k)OPkOwWB#X_;=-?}QRH|R$G%^xu~JRtef;ek
zcP-H;bP0VTk76zvF{4|TdMC8Yn7?`Vruh${WNyGGxyD
z(j>IXn0AaKBVvfpTK-}vKUbWKF1$_j6Xy)&`z_~~7fN+iTBE|bO~e%%gg1+r07j0b
z-Uy8{@t!H~O<8=Qxy&2Bh8GelX%Kz%IbMg)zrB(1wzA{ixpLkJEn<9;pCyc#BmJ2h
zzw`*5GNv8#Ctt)^6@6*U+ba4Z`t9PF_e(WZs_7jSG;#NmoC!@r+hV34Bktk&$xFQw
zx@AnonlAHdD7XE!rnvwrY83t3aqI=GgGi*3RRp_>wA>y6WV3W
z-@F^jZ56$9=52q{^^kR$eJRmZsiq3JO@%)vG>Dp-&-gPTzjO$VGDgn)A8JaZuaX9l
zzo8s&YpI4x>!iWg-`)r<{*3TtAtQ>kFJsrH)EA*s#{A6}F_u0f=Krs6uf!?EA2sE%
zCMV7dH&?2uPv!C@H1VUPri3P;Z2{AV5jjx)(&o>vWz7FnQ#^V8l)KFw`&OyON;UPa
z;J0r)Y>7UhOXw4M6v+@?3~gKLozO00{^s3KZmZy3bKdkvUCtbHEa#1zE9LWXIbFg#
zp+#t#$A}v3&E);kB=pLdziIkIKE>g@k|xnFkz@WS)l?~;U5fsE+!LCFwz*6%MvqzB
zuGBA~TgLn?pJHGBx<>GXu9#2Je>BH_R;uy8j(h&RU3evQh|JT}HzE3ufWAp8I-t72uWyihNzdRB;_)$_%Wjbc_hDMAo6a7n*
z&?;jp=1vriKxnE^Pkc7;+n4hF{5j^iQeBnSs4#95nuG@7&2(lKBh-j}77>Lm(Z{nx
zsb503jA_k?eH6J6?PX(%&uKAYo#12Pe{xm6-GpOxFZ}J5jQf`z2QQTKO2id;2^I55;N;Mu)K@*24$)V6Bw9R08GCIt(j-@^c
z-7=J!>!
z%-_8GLyd{kkU#3mVqI3nzjcYYW%*oRPM651&>}QVV;q?tOw=z;La&VZo2EbH^S{nR
z%e)f(W^v3w9-Cj5XpzfV=Cr#5^obYGa_cWbBq64XUq5N$uS4>yx{I78bwZJj3Fb|EfGhkEL*qA
zbP8RiMJxY&_0pzWHgwNA3sZe=gcqFMgMod_C@Tcj1m1@nX+0a(`d-s
zOc~*IrF)sb`ipg^eE-(nOZUm5@;?2sP7F#iP+BJy=akq7u`d&tdcVdS%HxS`{3zMq
zGoGb+5gKHSoGD+|<+X|PigI;RvcDDe7yr^P=DzS+i>u{VPX2429pZ6?mqMG+EgnLb
zsC_Yx$dafp8%8{dzCN695m)S&jH!5Be9GGdB2L+Hkx=lhMk=+P3nTPFC^>A?_a0TRO=N+UqGFJv^!CJ#VADmYHRYD|A1cmN(N4SL*ef5VvRR4opbiCRb5-DQ9IF;pWg>
zY;V;{ZtB%u?lfF2-XZZVUYO-9k9@gWZqewc(%_`7vS{E(<-7+)u}_~R%X`k-MiD=a
zNPcXWa@vh>x&6Hi#e(OT~+ee
z``*hxeg>t@k8E0_cNslCu9bf^bx=MY`vDD~xy0Ym-m5e{)kqmQwV{WFW`I(bq~`Ha
z?})Nz_aSJX(o631b#(mBdqd@W+DFQ}IhrYxn>s4z)NuAl=3I*TChAE%%NR~;$r@CZ
zpQldq5!X^vrwyAht+8`6$&vf-@G8x}yb-rg^1-m-??8KS6}-K$HdeWs1joFN!PIMC
zXkOE~inq&ZD-u35!K8g!_+$4K_)*&$&!x{IQ?2b7mZ*ja)vR#1stYDrzaZJse9~Pg
z!%wf*!kxlwNSd(_lP`BBrw2{(%dpGmo5n1lqTO|Hedt?g^z8;UmLV#(J|PO#$5|^1
zpjD3nIN$jvbUw0!4nKPU*R4N5H9u9wjJ*8{ucq$kxqcO#^wCE{n?Uz-wKNc1t#E2H
zN8Ek8Jvttc%hw;)L$BNh7!x>{%zEC3K~6WwDDfE7jQ$5}I402fhZ5e=ISbnLnqjLL
zE5tMt{P+1)y6sn0k+0JN1Kc#^Ph*4VSz}$)%~Zi3OO4RoPajXZ>f&47mNd*U9A~zw
zj-%DgQKjE%^wg_?sk5T!V6%7Nf4&XO4$g!)y)AGtB^msl6hg|hRPZuegb(}{Qu~bY
z_++;eHb`iRY9=Q^L%k6uE$WHqx3|Eh7o+G{{0bP|^dYPWtAg{FY2ta^R0_P60;-+5
zqWp~-Za7^HtKkbc*YPc_jJZe}y+*=~Mr&xmJ5PK(y$ZgKtcm7_gXwYn9U9!IF1B8h
z1wGztV%O%jm^Q2kLd;baD{cMgfLRvxIJJwO&AtYcRxBg6%|-My!WI`qdQuz9E@-rG
zBtHCklaAM_CeK|xj~*UWQ>+0aMaL%obUe`>Uu)IEL!Lnt>7`AP>p#;Dm7lO`t_7|R
z45Q_3x}oEZR}?eO4i{+kz~is$q22hwWIMwdpY5~8WQVc;TLW^rPMrFMi
z+M=qC2Qz)K+pN}T72g1F?s*15OJ2cH-f&C#-fdnf#WRqAxVXc8z|3BHaSp$JfSX
zT6s`#v0FEi@l;RX_h
z1{h&f^eU>G?@1#Yc`KGoSwRKoU($+`Vf66Uc1ltG4(@8J=}}d=!slZSIDgG^zw54x
zRccyb=)!Mcc*+VVVF8`g)WGBVClyaLUXf#DCPmrkDZV^(R7gYH;5*AKu&HIH=wm+|
z565pLLr=T7A4wOphr^1%F@7p63Q0h8J}WBl#rWS^S`
z=T&dh;v5-vO}!3-t*c{`>V}HYH6fI{XE+WYb$EjYl8)enJ_7;5O&uyrkia}!_@cT
zu+{!LEhtWmTl!vCQD>t8Hmz|RqBJi++i4O8)b%HO^-$b6>oLgosN(&P)luVGGQkEV
z)flUV&Bw2RJ(I72`HXY)WbYb!Xiy6mJv{?gwO5jMW;LAYng(Oschf#S8}#yyriFU>
z&?(~%!~}Q7s~zruy!}kFdm9c~I};&wa5@bNco5gztv2qW?a+S9H*jfzaW0X0a5(cD
zoO!2*@olK}u*AI?ypDzWghb_=vk2%@bs3A{2>p}W!+
zd!EoleG>^c+g~C6GfPF9%nDbHO~=t*;bb0o2O8OBfp0rC%;}s3UlTsT>N$OATGe5A
z-0B8Q{`MAHhRwkwGh=+?euze;Jb>6}#QNR@5!2MLXTJlWaC-z@?e@bJ&%u}*Jdsp0
zd~jqt8D3FTMcbHYn4CTf(ZLc!YgI%0MqyMfd>_n8zQt?CS2!8_87%u9pd(+8Lj1Q@
zI3cnahFnxZ#m`8Pyb9>jsS|X{TLDMxB537_`Z#2L7KCM2!B4H1(MS8^6gXNBjn6*^
zn)4R2{58;AWhA`odXI)X^`fD-PSHrmxs3|>qhvat_519`_jY-&G2TX2CjO(l-hHBn`zZWMU79OeNP`h7pbD6
z$42_Gat(#fcEoSzUsIE*weZLWB`j^9K;}ocfU?#RsIhz%#dNq%U1r{ek^3LOod>xP
zSQJS+Q!R1y*<|WDz!n{J3~X}v0IW`b_Kd{2>t-7Grn;dxe&qFHU+z+oB4MX2*;oW7|Afj$G?MZKh
ztwL+yiFIFLb8HqRzXRI5{gHcte`7qgy&h^GJwiJ&c`k&=aQWPqK*`S`U}qlGtoaH2
zwyNO9DQb$BtNke~&j1HaI7cf_W<#?JMPPDs6D@202yF2JYLmLm>qx|QasQH033UsK6u{~4Zbxldp+M@@4@Loi#
zR(_9bdwm5hotFdJNyRYnP98jMuY$X-6hn^%0itc4j>@57HRZn$S-63pgvwQAS==wf&>gdA0n
z&I}{$_HrvU=^>$&>tVVPu$j&n^(H^i!_d|axaM#=X!To8o;OYt@i=Q=Xye!+>*5wH
zOQ-jP0?6%EFct67P~1!DjK)qbxS;4E^&Zp@AK!Web4}DS|J!0k;F+^v(IOHCYQLgw
z_49i{+h$hB
zYn=k1`SxcJyyUE6{iIIR@_IcSpyw8MWYKtvjjVwkbMAq5dK`6r*a)4|Z&T}Tsu*|h
zBLubShz%Zp1fMCPbohK4%w3iRW1Vv8<7h3I^=~8m-g7QAHB-gm6CB*fr+fpSAXC)H
zwZ_Fy98qs+BYBfS60YU*t!J5SD67j&xb);aJu%!51IY_j51gV~$`_!!?g*SxG{AoL
zCiwl04$f_Jp8N;sCtMzKF_d9iPT_+9nk5)mqZjC6v&t_aR
z-Uw%Pt%_Rx194#+1Kg3mmD*Lk2R38cLrDMYV76uh+^b8_!sjiYlb(lbYsX{z$Z0g0
z`rtN?+IW@sS+P9=A~daVj9v$#c(Z&W~aGk56>B+Igx)iy_`>3He90LZjhoSUA5b*80APo()W*w!5vdtNKl-
zHA2GsbIoyEtwP9l`%073d(nc>8+3WXCNjH~0E4D2AnW4Sv}l+GdhTjT+A~{V_OX7r
zZv7d$6{9L2xM31ai}*%I^feXte@>y{s@8aDpeZKI4kVM0KjSoaWKrz0HxOrGh{3t*
zNYBLsr^|2Ck*d|va%@Lz;$I6Nxbz^`02{pX-5hnTHj(2LO?3FT8Rpwvgdrw2n7XD8
zZY*3(8AmqKlowqv?%@YIIl3Oc*^&W?hIy1y<0*`@4~9bJVp_Q#e@MRv~Zse
zZdYlDJzVYaj@50tY3za#>n#wS>f`0U-DKpAU0*p5MRv9JcrM;JNkyhRPh!IHCcqKXno2Oimy}uHEUi
zuELuYdf4~8fuc)|738BmkdmAoFf+go-Hv>R?D<2;bZaDi->HlHXSBji^$qcRK@rV0
z*-Y=%m(sZbpja2BkF6Y<;P}hm=uE#}I8gN^ES;l<bN~_bDIUnLj%ZYg(aFAN|<#ul@#8Mv2g!o`lwY1wlR0%alig(sPzR5
zuD2)EHG4q!{V~uFdrcmG9&F}#@0`50?~zCj-#WMvg>xMV4HXdI4LA6LVMVc%ie-j$ei
zpcbmNKSb*r=E2dIwQ+b@Ds(t{9ro(&hwr{h7?yStPCc50!wqNC)CTKt?MJ?@UT22I
z^$G0NW~0r9VD|}2T<~7cjWpDKCv>Wk4!v(mI8-Aac5XaK!L3xW|6mX7wXGO-n;Kwx
zuV*l2*M&IMGiUg?NpW`y_Ryx69(ZrlCon70!;rVD$@y_2S@l)Jv3qksW6^W?)SK7%
zEj!@e>ZjByXCz%Yl0d3kd`NT1MVP)Mls@^!l6o><(^5P7G9r@R#(LtB*YUJ{zmELe
zh(*-2+dG;hyGAShx6%VITU-%njE&z+HfE!{}(URyc^SHNRTyr_OR6bh}`Ov$q|CpMlnB`>7#rJh+Xr&+nkr
z&YkgIEj`7`*5>H>@(TC_+#qxLLKtct4{z$NrGB-q(&&U&kg5I}md6x>YsV8*x2ufr
z2P9I=!Mb?-lO>)teF42E9D=bOlBm(g!_Ysz9=1vKqqcmm|6uJtdSIuHE~9$kw)XXK
zXQ4UvGI&^-8ZLQ*83)5dl6F2Pv`HGJ1d6W^XsBC{#2@zRE7SnxR?
z)XfTLcD5^Z7|;`bTJ^!%`gL*JrYK7N*90B*IpB(~IpEe&2XjKSv9sk@7`(w8^pqTTQAg}8q__F*x
z^hy{y&-G35;HyvI^lyJ0)vgFaw@bL>h7PJOQNs~C4AD;`7qocZ<*bUNZ^aua
zuP7=u@9lPq>hhWbEd%M^w{VhTZbDJ>5L#jLZ=7bMw_uyF!+m}A7x0A72?iHDgL@Ii
z_;O7w{n(QS#RuILCs)N%)!EO^^S#M6<`^hdw}ZJ!Q>^hi
z36>wd6c-!Q9qiW3ggA|Jv_qK+L+)$g9rx3a+xZE6Xx$ecG*H5=)~Rr6>1#-i`xhJK
zTFLL`D#1_vBP?3fmB#e$1IPO>r#l~ygZf}&Om{FN=l9X@8b3e{-gmui3GmJK3Rrn%
z(166}LAp1+6k*;p1^0*@t_^E8tN`v4b4wC!^X~@)Nhn0u6bS+ryn^9
z{c4?pmvuYh*2Wjk`%Wo>Vf$y(&6V50)Pvws%T(wb%lA!(O(xIliI5Xo9S3_ogJadQ
zp~1*?FuCfIxSiXAXhdN*GM1kvt>;zn{os>uv*A;CTW2s8f8Izc1?NF?{w+9S8V+g>
zH=)_xeX$XDBPrp;C~EL(0_h%cp%*o$fv)>9GBLHK8YAMM#mL@pUhRC~ROr2S6$Rf2C!M=mT+>_NJ)VN|OZQXV
z!LQ+_)(WcCswV2s$^e`FF>vNZ1Pu5*h#oH;1;Kp(rLKNks-OE2j(g9bhpVz7dz3To
zPAY=*i?7({m2kSRC0@8}iC$VK!Jo3|;J+y_;NeCX(3kIl=3WBly?3eBng+PmUlZra
z5@AouQOX*iPwhqnfY5g0a?f
zsp*cDq9Vm3m+=_90gIKSHN{;A7~L=2!&M+QoYbrNVNYKcK=gI
zA-#{#x;7E?wx=<^p1%hI`B#%GE`@=s_n?8vLGZ2h9J<eRo>zXMkJdA|R~rInAi&igx|o$oI;+*e!jG
z2sebm;%66Nyy;8mJ~0YD#eD|9!H)S;u*1c!
z)N7?8y?4W=d)2Y(qi(b){u+!6-Alvg=D?#W
zb>LaMi!k?fcw98!(_6g7ndED~fOn7?n(W&S@04?B;j;@=L%taDr(Fcqk)f1z#*k`k
z89>sTB{VlslRgh>jxS&8;hu=S^eD0`PHcG(c3AU$ogF{uxmO}o*>V78Ii}FYYfgBs
zPc?-_vNdYF$^%8c3vi&3Hmc_YQ1i7(XzTbMT=wZ=(At_`{-6|dsS<%k2C>n2lf;(O3poCf~uy6}1R
zJ7_$mHN`*M0X$P!u#RGHvp56(Y
zIJ?QWF8Bab`rD$Zfg4@y5CM_=ox~5o`xdX!5-aCWTHyQPMTw$4z;Gff*rdJFh2Jgcpp{A`J)%mjd@!zpjH(;Fz^cu
z^$9?u05kLs-bKZ0vtaL0D?Cz533E0P=qK!h>Tga$EF6US5k45~F^-xHUxH&U*TPG-
zCU~ppIIMG=h209m+|xSRW3PE@NcYlKSamE3TEEHxbB7n8J!}_kwEGH1t6Ji*{W);9
zw-(NczYmt*65~dHIz*p}6mk6}{-7rO!6VjfY)sQ$F>@mad5@-O+v#RB@Tp{v%XX*u6RGb#X@B#$Kj2JP_3%43w&
zMqU1G>P%{6|D2Y;xk#6et*6_^`QDeI0oHFmj5h47PYJ!#$T2=27HFAb`uerhqDvcG
zbz%**YpsgSTeZYly{q7p0o_O^#EtKhsAJ%x-Bh^ZC+rTi!O6h~p=~`=l(nscPO%%v
z9A|G^h=3d#a)^bk@fif$`w$ahdjgS_XB0o`Op{OUbrv0!`L_0zW1^f@t~#kFxgD
z?$jD+Sagm;o7v)ZZ6mz>^*OBTxEI1(o}$aT`(al!-*dh>hFlU%aP`)$)OLOWEa=(}
z-zjDIMs9=`!?R#O6AzqnrzKXY{ubUSis|G6H4Nut!jKxO_}M@O!q%v-2Flx?C5?cWkn;2`gs2^&a2o?u+nfRqbeBSGgQ}PjvXbm96ma@yI((k}
zfSh0xwHtnh<_v6rZJIxW3Cq&GAogQvEZ0*HuT8JpN7~OBsU+N&h?m1HP{?@naes
zA72HN?jEFM_4km!zKOzG_awy!rBT*_RkUWzD>`cCgpFs%!;0CeineRraRW{v+2D)r
zHTRyPexGw-%xyDV`BTCglWXBlzLzp8WeJ4^J_qOK?@9ec7O5Y5L~&|i6j3Xj4(Ms4
z{RBr`_|_1!b)L~NySg~u#R7Zr{U67BJ{Yz27R>vkiyc;1$3`a-p!L!7pdEV|4i8(T
zu=X8Ei7$#ltvi2T-ReG#ee((i#CO2(f3Ac7jt01Y;4M%(HD(aaX&QNd>7;wzrxsmoN(6Y6o9b@z~%M}3VAkG
zG5?dXV*7nJoc~c1&4&=wI#UDdET2c$TED^(Et6nHs~VV7?1as`-K6XJw`hBc1%Abg
zu=lcreGacdo!uSz`wnv)I#M1E=Bew4=miU3B2>K!;O)yn6~yCWY#gpoVU){A=?cz
ze>lmT%e2vFYEx|G?m+|7GNJIydGbCH3IzvvUgr?GUDw0b(dXc)lNZ_)>SN#Q=BV?}
z721ALMe+7geYAOyiP5l(T8+`c8zXK(4gT)^>BJ%^(9lKqn{Dah#5H(aM+=+vRmHJC
z1F-sCQ%ufUKuJGyVbcTza_9S49Vd&(eZc-tU6E~tv{;c
zxT5#aWXlCG&OA+V5eAA?H>cD1gYEER6HSZ{uYxMy=2D#36EbW29UeX+NDg@qwTD&1
z-3$4;a`z`1+jlhez4?IJ^j}Gf0+jIT;TqaqUt96sUKh7|JJaHh{S|d5_~Pl}TlC%W
zBVHRhnCfmXrswC>6*Y$N{U28&d_T7;Do<{r0)xW1lsOrsy*nSqt*VYK3^$NgU~AmL
z^Qc`-9X#RgiF5APK&|~_DZ3|B|t>nFA
z2Yt`%jG6~D6<#yVQ3}5gP43?%&nE`hZ|+`*HeW`ymfoQ2efd0Xv<~V9eur?~Q#4_+
zBl>SjqQn2#q1roB?5LjygR`SRcf&0@vmzBPkF~|8Z`V*0zCP9W38JH(*${f93wjs0
z;>=ODXly3oKbwZ2Z+0DwovMk23tm!(11k97#trZVO`MUbhZ$MBNP1Tn8)|pNDLvmp
z;@Y3o(ZG|sPYi)~sg1E|f4+uvK1q8!e1(xN4blGeW0?5B5Qh(!;r&|=;ov7LjL?4u
z`{%AF8=gn{AFk8pEAJtK&u5$6O`tjk=9m>60Uzowg<*R&u|9Vl
z#b$$OU3wbD1-8ZhsoI$FvNJ|}d;vqVG;mpeO^jSu44Ven<5;I35aVTuYZnJnhV3kR
zGI5D`eQi4X1h7;)(4J80Ityr|td%ZMT_V7yf=)Yls$ZfA|;@a&JKRnIVcj
zUAxiMfdx=qSruhys0dQ~0eh|t$JfappjJy~toF}GxNyHNs?HokiXoafchz~aylsr#
zTI`4E0R}ilUPlp_w3Qt0_M>-Kn&6ZoYkam^2McWY-lu5{c}^;TxSpNy_MRh9lYie~
z*=a3Jir7L?W<3=uAFOcn;U*Z|Nkh@s)dSyuONC3eZ^3%w64D%S2wYF?f^j=8(ACwp
zB$G=D^UgK!qx~niW19^18|J|H`~cebm{2cK2{GM^;FXmzKF+>C%VZJc^oGy9Bd$Zi
z@Y~?DIET6(-bktItD>6P8~6~rkdAIs$Iz#@VCd6m8g#A}wyP0AK2z_(^j1f~qk|*n
z4@rearvFl_jD_H~iqAW$Bv546A#s}%8{mtRTj2hTC!nyjz>y9a5SsH4?s^*Fs|TIX
zX;oeMJij*(|HK5Rj;=?MVSAyd-hNtVpn#%2GE{gjqRkVI!Hd<&V5e-3OGdwdLBmvV
zUSu+@n)!v|hnVqNc?vJ`vD-NH5nLUf3>KT8^Z7vr%=?fHURopRr2cT+?U4?7Z%@JV
zrjz+QZY|78^d}#WM{sLJS4_0u2M4zE`S_z?2sytK7JoYiGlJXWn@@x3^!1*o)m{~=
z2jswreVd`1={)>CVH+)ZX^3{C0w{0lN$C4L7It)b3sIwPz=1I#^zoZ6PS^l$VhVKR0*}YVC;2=fRpiT6-x&u1{&*-iSiZ7|uLJ4&HB?Wu{XKfLZ9O!cmxqla5xf#-p~)PC?S3O?Qe54gn9
z`s1(hTEoS3J>fD%SSqOLg$<^8k%m8
zff0dpY12PPUG
zB(psR==9GvvTtvR_x9ce&)MhTN#;>VKD&lKU*8Jt2dU%f*Mn)>AZ@JPdONwkd00+a_$j0e4!97Wb+s8ai>Tx*a5#d
z)xneV6F|FD2K8ClldKAZ;n27`*f_=<18%ON`tu*dn%!3TVPP6PPI(2Z8Wwj<>xJPrm_1j=li>Z{LAVanE72&pGJA_X&TFeFh^Q@^9Hp
zLaDLsHd?uD2+V1}lD-ArBgBf?DQSf
z8>GUVuNv5U=SgbyBn~>hXrx%55=QIV@-^Z?Elg2friN+NvFV{R?2DE{dzlpm4jf5=
z$)V6FBZlU?J%&p?av^WoPq@1*5th~~1XI(MeC|Ln_SRd{*^y3F?mi~H11qR;Tok1Y
zjfU%|Y;m)?5k~tZlaEzx9M@V8WecrvtmKWw!ErD$`7GpqdJpsSZo%vwF_0>~gNR27
z*tH;#WMNrg@l6ZgcX&=wKR?1O8@`A6?gnVQ~B&J7xQrfbrUB@K~gPW#7($+Rsk-@t@wbZhc=o1J&@^
z3oC3{Wjttkw?NmW8%eK8T}&MxL|p;{Vcg@xaGSrwFbp~i{d5kH!(1c$wy8co_5KWt
zetdy7o-bi+#2E0
zl=bvB);!mTPW*gF@y)-}WZl)YT1N-%AMtM!j;^9{kQ*1*DuK3lea+W^rl|B;Mr(r_
zp~cBVwDO=T)>LhaON|V1$hltR5M3J|o&5#_?Di09{(wh6YvP8DM`6srRdHeM>Nv66
z3K|);j_SPt%so^Etqu&Ho3IM
zD=K{N=(QQv-kl5AoAko%vumK=+3#Tb=mA9se1l;vFTmri5*ih$+aBaA`Ju
z3G=40{g#7$<~$nM?g1?ioI!m)&Y;xD%h2Zi2)ed2-CbYh74&jjqu5>b8w|15Ld}TV
zP^F(Pc6#@bR%(2N)Z?LwGY6Dpv|B+B_tip;Y&``obHpC`O8CCTNbz=OHT>6bAq5T7
zL(?DEXhgI+Ue@H_YV!TAvAVW6aPd#bsP9GR>gGWezTRJ|n$Gt)GN@{cNE$t06>S=q
z1_etRppLl=XZjIAp9Xm5kvZO-U5kImIuZ@+UcrW~)lhS`0owQ!!F01*aJSlJ7U-KIGN$C!7q~PuWcj
zaLDuBVCkTV>o%Aws?=IT(;Ii7ANA|vq02`2bFm68sI!%H5+fjg7Lhyyh
z)YUzREd4|1(5-d~{mtg+*RdXkPWnn67MA}0emwuy-jZ=-%Kjck{5^(1{Qn{={}$g(
zI$!$Y)n`j<>kpMme!lulUhnW92CY337`U
zdUCU(1|B+T!SOy`UU>UiTaV>m2giHge9swgr;Lkl8d5br^!hZ9
zYQ`q==&v>&z0G3e%ZrTS>!zE<@7nwoH{Cm{H0Y}ukM$MGOkedjMjwk6w&MoJAGGg7
zx--7R9jO3~qngKmyYf-lVci#bc;KY?bNu?ti$xT*Zm@Dg8+{sPm!M1w3XvaOVJZ*p
z`%?L7in>R_iu$-cdV(@*a4V0iUz)^Uf7MzUgV*F!{7b#^<9#jvw+iC#<|_NsRLWp)
zyDa|ww+dZq9)|O2_uU)zwT9=aUZ6Jnu)DWiU-vsk(dTD09S3^ZN8oP#FtCnW27xvD
z#5r6(3Ht3XK*PXe?ut1_XwBjFpmKK<6*g>$RULZJ(tkDGyT02SdnWG?BskW^SyF7=
zYi}>g>gI?Kp7f0C{QoFB)36%9=_k`(5O)}
zDb0hSkV>S^UUwNnQD~sSEMp<_^sDFoU(bvG+vj$|?6@7|h;MywL7
z9-IKTsbOFjAx<>ENQ3X8FA&xw4a?X>3<+2OFXlSZnNw$=$A__S7%YfUVFHL8j6mJe
zJ!qhi0$ZM)gE=}CWV5|LQIktVv1LHqa!%pSmlN@x&T*z&?0%(VFdF_k1rvoR5p;X)
zhR#QRkPY^iuwW#w1xn9>vleZ_t=APurTQBA{snb%X
z;V&u6?2SdY-3pN1m;-LgE;MuXIH+?fB1!dcVNHc6?9=dsS&7G?L1`Th$!H5k*EfL4
z>p-^At_LF63^to};S04t?DUi%=I%HG4J6jXm&QSI-siJWC2buVw$-C|tO@ygG6d=O
zP$IQgluEZp5lcD=k*L#s)!9(E*%P+g+OhWjT0E}Wgi=yB$-Q@3#Q4}T5^<;#-pVyG
zyJrsEm#@d*^{er?;@NE&G;F5Br{~~v(J-?4qbICYdykz~Cs_LJRhm+skQ{mlXEll4P2C?G2aNHvrAydpReTP8!a@e>tb~nB`g$O&)O2_fUsvh
z++H#gW>4Yu4?8O~&)NpUebb4v$1LvO><(D5^0HuwQZo~zh2z#W`+>JevU|rYpn0qV
z_AmQHq&91?kF=A`?M;JslJA5z&k|Wiv@AZmydKX#xd4;1bimpnA1CjeN*(|86Z?sk
zf+ISLR0}__4O=>iS@t!2wm1zo+Mk5oXGYPKA}u0qHv$!UzQEkTaL`|Q1V$YENsf7#
zV_(Q-h}$y(|8@OFnd{+L;&u|6tVWPuM49Werg!w-8
z0>?Q{u%Efn-RatpY$L`jcl?47vD@hTc{K`77=hnNJ6v$FSdbj8N)5<36c6kb9uNt~
zwmN>+v5KF+jDA3VZtEuY&QGyT*9`2Z-GsFTGuUdrKK7aYkZ4qI#le}%ps-4vJYjRV
zqnX|K@vRqqU&?#K@{VHtk7W?Fa3)@Sm4?DQnZ)zJVYHcRLv$@%@jH_#?&4Lf-qY+ynStOQ^17TQ9w>T~Gce7WI{s4FIK6XJE3
zwOD)Ei865!YNMxx&Yw3x+@fi)*(MMk9x&iU^!`93+#urL<-jk!608N=!PVCjMt5GM
zd;iSA(hmXP`)vcgak_P|4
ze3Lk`uA%_{s*U7ItJJxUw-@+cumn%f{0X*lRoL7ePWwzBu+~yLZv3J$9NV@K+7$J;
zKG!{@T5%>k>DFd-iiylYYN>E&SO(`9g~F^Pak_fnHMYjV3(}3k(Ozj}y)+cS{QeD)
ztgQwe5pUVSzC__>zJ8A$I!yJy)CeTTTCv=eYF5zPiApESS)tQ*9Az#-e+7vPr+25LD6!2tTU8JFkvIn9~cU>07`|EW)W>
zk$nBsz;bSbK^^-T7l8vhfAK`|9$L<(a6vOQnD3V5?7tRoyuV`yS>&I=R=@p8u3t$)
z!_1GwDdi@rRquooqrRJ_^*o20&&;r4(gIG=CbDM7gJfbdFo`buqRGX^<lkh^Y83btDsl=QR``5oB&$1XPjAHE
zW5M-$nB%(^OAKEViK?*aoyok=B
zJb~}4X%M+{3}h{_qh}kgv8czZVDYA@5Uij_uDp6cww&^Yv!OEFs{1`KZvAYi-(15=
z@2`RTX&Us^qab|f_8KP1W-y84rWmwkA1bI@mrw%bvvvbwG~u0ree>6U+AYX2ZL+I&|&Tm+4a2;`;OOu??D5QQaO%C
zkKcpyxv@O6QwEzgjj^CBkhsT-QscyA)IIgUENf*YD$CW<<&*Q^IXy$hPybOD>GGI`
zOw6m(!`JNS-AUXw@WJOnHPChvQE6xdcjUY@&N0!!y?BS7$XCSW`AfOaw!H5#E*JlP
zzl@LPE)|$BR-&q>Eimy$9EAF<=AXSc^@~0Z35uCy;SxivKUz*ZvhKoQQzL$G*P`y0
z7a?B3h?D*7PT!rbAiXcHLvgAO|6l6Cu!l#@20zrZ^g(eJ_^X62?|9EXY>mLfFP7m9
zmws3m(E{5HuA^yyB3x@a4Ly|txb>Q{5f#DEHggI$E>8+aK2+c?y4@B=i%lY8p`I8x
zax3S$ZaG~(?jByc&hS;S81+}yz~Zt$_zg9ot1KP$Cf;S^y+KrYw=Z1ilG{QI7DnK*Iz>!&iG>0*
z#DU%W1V`?+;2P%?w&?0YJUm+w&R00VRs|h8;n7wSdsT_*4=x8K@fhKA$3(<)O>m_Epjg5lpc?ve%&P`Nq-UTaUTHvYR&?ZV`{gTN)ClQ=7>NWQ6kwE1VQ!L1pr9=J?1@nJ3vmliz
z;G33DjDnRJSG$q%z#9PLumT;8OYVXBfb5rNX&vWWVeYBT(tCr@7*tRscIn*
zbxR6!@@n9U+IcQ(_9+OHdrmC9Ub4aMUD%eL&hAtm7NlveMP>Ku+IY2H&@}rqI~q{K
zc4odqd$(<5`}IVUe=`>MO-u%VI14HJx5E$B1oG{VEnEmu#eF9tU}x5DQt4+2
z)(5h+}d(
zVsLN32O^msi*x53
zfaH~#s25-WeJ2xfi3WqwuM*IwWfk1o+5r{WQ_OulwNYwpE*>{ui?-#n>060QuvEzr
z^=`UDL){p-%$7Lm>&VX
z)9j#l%#mSLDZM@qepf}70!QWgD^sd>#frIx!(*768EmYtGlk9X45?~ZBz&fqNo@I2YGs!IvcVtGoS%1ok>3mIi`~$ETO_$PN|}y~+Yg`a
zrcufL`b2TtU%0u`6`V_!;MfiCQFzdUDryzbq?3B&{3X8c?S71l3=TlUiE3CnFN>Ze
z=F}{npFvcKfVq4TT;1peHw!9At%yD=%od{>drrXha37)Z5hrR|qe^e+D^rPElbEb&
z5=MoM-~{cuWNmCV_;_@%FL$cp(PS08>!S!Bt2p-fvm!mUNQ^G@JWKA^v@?V4+HiGt
zG6;^p71rGPfDt?ka*1C<8@s2osng4Z6~SG&TV^z-td`>P18szcp{dN?$AR@3*E5;+
z5bn$CI$YCc0B0Ybf;fo7nRj22_8ShUa4rRMmp&tV&jWa@{KE!}LP)PhB^wyfTGE2KtcfCSDmA3B?F}g^n=3R_s}`hgJxh+7c*EV)YO?LQ1qx4V(wxBC
zaNNTcVz$Y^HJ_j4fG(hx_aL)sHsp@SFX0Zj+C!bPIGx>V1aXJn!$kSTr1r;eAsI}-
zx2DSG2U}**T|QZOYx^j4ekZ}*5>bNn!39i4kON{C#{Xly0>QiKWMbu6lrIsZH}6Z~
z^xpBD%C_^MzC037{+A9v?nuJNqCQ+G838X2{2@ngYnU%g9!=%ekHbknZxVN14mzi<
zVkK3w)bUUn?Qon5VdfV6zH^0W)kM*N$0?+-xRKmjzZT{8ttAqR-?I$sQy4H5!yK6n
zY&E||9VSn}FV{!l4fBtXGulPa6I8_R=d3}$Bc}AvQwz-gz8b3v`pN8QMdq|SoWAeq
zCj}85tazs-Ts=RY(B)Fx__w3s!zd#(;sQXhAOg=xkHNl=Gw@^LIO@@-E0pM}g9DB)
zKyPgngesR{vq?QUnx%owW1YAMuWCtojslK67b3j%UW!W&)udA@Pr=(=Zv`7Xzmqju
zH^4CaMQzg0W~lh}QaJO<8@fEQm{d+0z;cDn^nHv3^Et$GQ@;|pDziCo+jcQ+^0|aM
z_w&iG!?o;9$~sQszb2yA^BaGzDWhLTXRknUI>&35ROu&{0Ri%u?+}^ZZFZ
z5qvrT5GV73~S>$PNJ*jnGM^(?h2WKA{$X_u5f1d6VR*gGMy*(oZ
z@^{Q>vcwQcvPdD#=MUq?UsGs}XEoDU5d-C$L(TWaWwFUBZuoW05L0KlwD#2lcqD!j
zwzm8uH#BPD!qp(yqAL!=rmcX<1lrxM3L+nO!|;d_5b_InJ}IYWLsEEemkA15=TM13
z8$s!rFFgMcAaLr+=JO|_@mEtQW@U?V^|FHya9*75yn0U9VtE#$-mRiB>ofV9Gl-ro
z4(F6MZsZL8R-&CIhyLs$6Z79mE57^isJt?lXOILRm2blj@vB@9yo9&Icd%k;9Nj8*
zURbJfi#}uz1eZg0a;GdG3c8j%Q>p#cQ2B(?uSS=-;-`v~Ok2TOZ&v4GmU>a`8}+zq
z=~~G3-HYMtH2D5v3itW(AWUAjjm!DGiZd_EL&X45@OKpFNcR@-t=FVkvv%TK%gMNZ
z+-`2A-XUi1*n%GOzT&63hFmPU3TAIaDLj}48TW=TX}KF6nKBj!&bZU4@=-yXC2H;!G1vR!Lhap6sn&sbdhhals=L(`o}FyN;@k4v
z`8A_B#p%U#+Hn~ni+oI1*8Uc3Y+-oI~hdygX(Yw5C2TDUrx;H!1VU{d30fp>@(
zw0fzd*&bg!kRr#$hfA4{Db1s_uaFbVsfR=PXX)IZLuU5xf_O%H3N3uY!F2Bw9N8Yp
z{$4fb0y|Z>*`47OLVlt2OG)mEu0&Z4VjqSn7}!t63%*Zt%XJEGeL&k8}4oM3b0+a2=0{w^%|4P
z4eB@3_z9Poc|<>rso4h8<9Zkikc3g=`nmu7Y_WEp0_|UEL%;u-goeKcPc3JyVni
z_NrENWMnUk-03WsA(%*K#O~)zvPx-&R2)rmRDyM}o}Af@L^{a*qp2eo(LY=~9T~Nd
zsxI1z(~J4@?vEBtYYc}28}*>W=6~kchcM`rC9O43qH!zt;Hz8LS;Y2qYN=s}D=s|1
zpiM9Fos$w5Q?(acFHGU?nr-LCx!=dxm#}jvivJxa!IdMYvEfNP8?@nj>R-)hXL5{5`^s~(tZ&mX
zeZ2qpCZ!?okI{@sdAj0a26n}!aqDsn(R+C}y_(}gJxhNu_Xtt$RM{D}JvWbT-2RJ-
zry28^Tt@Ui(Fl6^P#v6~Fh<~AZA{0^Gv~rDzQK~!PcYo{F>bRB<2*$EV3AQbg#3sR
zelu;vGnsDKyrB>mT#jejUbghFh6`trS}4qN{Ei(Vk!bOw1k_edB+jgW^(&MJZD&*q
zd*|EWyg*&f;`U_0?bFj}zJvl6{SBjws@Bo%Pu)2U5hrd?r4jSbeZ&hNm*S{kC4tiX
zGtjl$klA;tn%A!{#EXw&p?ql;HT4N${`#j`#2;WXvduRC=Mq7)Ot+Cp%lqI|
za))l;H=DZ}SxT3=yrIkN2O-b*D)ftp)muIDq2j??=}4b-T>j;9F2p^bCicvLwc+o%
zzZnJCe|ZYCDCva92Ora?r_a-mJ63T=%Dn|$YX5;t=n<5je_lAN?k)@QcLnvi|A8Wi
za9Tn0LGpARhFvrV|FBBol*|l4jl2%mzoZo;HV>2F9l7M}h;HH0hw1d8i4tz97h+bN
zhOm!?Gmk4L=%YPBg3IX#$N|A;C}8(7#DBKnWUnRcSfxg9TCZZSZ)~Yja&;5LCg{PTQ)ZAS_7?6PS^@Lf
z3&=kC4(??wgWeSnnAPp^^pHe8ijTd46H>zX?1(+&ROohG?s60+>OaA}>AWZQx+{p}
zCSXB@203}O1|xRwgBcl;9I-ZM4$RhA?gwldH;2=$doOSj&%^pA
zbsF|-3oIVhfh~U>xaIp*xcKiv-Ve7Nrez1i=LBOYzn?@7bT=~nG5>*U?@<)UB(lW*
z33L?iWqQc_#6Aw0GTEG5OsAsU>yzDrmmWgUEV#nHk8FlMM@x)Kw+DkkKc*<(hHKVd
zz^12mVpS48c#EfCA{S%8i;bTENYaY7gISFqLmXZCdRzue9
zZdOy(L0tQkF?nztRjb$lJGBkCv1u{Tr6YxFc3vkY<7>&1!EREtKSMb7mlk2u77s2-&`NZuNTKc$$eCPv;}ubeHKI-$Dwb+
zI1svagR{3GY0%okykC8QsWPhOrSm>xhoUF`k(z}!+CSj$s1{;(@d}gXS+1JzAv6!3
zf|!4>S(fcoI`_3KGG{)kYo!RcN~!|lSBK-sggnT6@_=}h_oG=}A$+V+g`X1@%=_>C
zg;i7;)k^menZPUYk#w;)n89M
zZKwdx|JAa`j|y?I>wMxW_{ye6Xuy`?jdjTZz=n(@!7p?MW~4cT$;dzSWptJceEA{erJ<#gC{7)z$_1e3cBxcNak
zm$hI8?A(@%fgZN>o{|^@*IZ|fJ?EijfjXRT-9^QPGB~(df!R)2$?i;7g8}sp_?h<^iGf9(kkwdCn0(4+6V`X%~j%dtS(?350XIh&;s+H?vnUm)&X>w
z+{xx-M(|lYKfoDHjqZY9KqSmm5Q8UH
zzJjKSJ*?%P8eVYbnW!@&%+sg|E_D1PA2fqN+#m)=3$tj`v12SDuZE@6eI_OSe2+Dd
zNtC{q3rKvD;PST?qHcR0jx22_Rda5F`Is{#+%Ob7_}{R#&4}C(d}F)(?AUDM6b$Hp
zF1S|jff|~3SdEJlSvD#WizZ%zgb7oyMr8rr^lcO!uFzqhhYD-0pYMP@83m9~V+egR
zub`&U8PuLVgr~7FWK>ZZd14kP%!>%6Pc~(Nm#Y@Ud>qAcBGeM|S=<
zVQIN<$ZY>&*k_W6ZGY9sd+|!#F~=UVU5Z)fuXN&=_y<&^%?O$B6ncVNf!mWq+7e>+OOZXxXZ|`7zu7_EqnKWJZG#ny)Ly3iHzCaig168)hEC>>W*`a0-93V+$Zr0(8
zMHAswoGr}>4l;Xq(H6#!&V*GnH-k^pFv*{VqDE;qql+a3l5<%$Y4or(2w&oe#gT
z$p=c|ea=Z(q8v6XVGTFCV-$VkBG}VZ@#$#KN80NHXoI38^ftgTK1hnC+w?
ze7NTo+z6OTO`R1{^4ER#eWfMJ8(0fJ#(W^fr$gDeq1iN7CLSdX55l8O!LWG!DQFQ3
zfL{yENM+(BGP-&!J=47wE>4?)dBQQ|^Q?F9Q)D0BgG}hsH8g$jyb1SN2BPlB=PV^7b_7q-alF@V%zS$S!jhKbHXRw5<9`c({EdOdWhsIYW`AL7
z_ef+r?$yae9|Gt7(WtuQ6Iu5n7-7U>%$&9hlKYoI#GFzRa5WKR66(y(UbzI;aw()d
zdntSfyhyBvq_}=g2d=iC1MPNSm=d216;@KjQqL9hBttRo-3Qiub^+^gRzGYvz&1mJLUC7UG~4_dc2fN_BeNyzAi
zX<1>QH0iBy-9847>VF95I7i@fsXSn;O;}ou*s;69J1xTXT_f6
zlUxoQyw^~-VE-W~%SwlL??XUr{v4RPcoXba9R(H*+FaMvVeBYOgdP(Oc(ltNO`b)=
zrQ_E4sP8U(_AO&$qs7sGDc|?m%j1LN!8m5L3yLd9lcp!Wh_UimkbGR|HMolDO4PB-
z8gei_>LoJ^9!F0YzlFMSHlSG~i_7NhgFmlRG5m@G5&V_HFM$S3e^nuL%KoYohL@2h
zQBk&)pJ1hqB3s^fg8Y4Ujs?^4T!PjGVsr2YF5N9pL(f{FL(t?hrx@_^O@FD!K4*uqN>b%
z!TqW}cr;uEAFq_b_Hk3;j>1(mUvdebt~&y&?NeAu?^*caaKQZfzdh(0;EKPi4#JA>
zy4=`#pCDA_0-PJE4AOD2*!(qu*{G;N_jd`pytSLS_wFTc#beov7hOccAspLJRx!iI
z_4wGqLvZy`7PS%+fqh|Pnd$Wdpn0Ja3i#*e9Oj7f^NzCv&x-3-N?(W3-?HJ$xQX1<
z6+WQ*d;-LU|05&P6hZbPy)qPVoSFQtV^wC7*yXgI$dnMsKjgqFY)+v|yg5DMG>HGi
zJ~977V{DGiCG*C9N6+me=r-9>99S@y`m8H}-`U30w>bf}7`Vgm{<(0xI~qQYn*hUO
z?O7Xz}3RNG^ff9*J3s<`Cy&YFcO9fx@i@$xX9d+pam>8KfQ`5vih6CE
zsQ>ITKDR_D)M)iVHlV<5e8aQfJ9Rko4_VA=?iQM&%G9!H8ad~40AxMn
zA?|T3Sukf3Fe4|yz;_8QU?>8wpYo<_7G$u)+f>P9b7_t&(8S-N4fsxf5tmpW!yPHm
zL!x{Xe*CA)sy~`?9|ddCLMR8HH{=TM?-D_Y(~&$&eg>z`c*o*I^U0Q(&M0y!j^Peh
zy5rV5Dw*F*@(z9jnFcxYn7UN6t`B-p^r?c3RBk3JM|$A!AsGnfne(%%n}JVM#^9%K
zN%8?(Zt}}8kg!)_eZx(ttCs<`uYF;B|3{YnW*b^|SfKKi7RbJ)33-jxY&T038oDXc
zkGAp9dn=c1c=m}kS~X*hz7{s`K1S8r%rHn4xUVJC(JJOH>{2;MN7T*3PpijLx1DJ;
z8u2ftgTn4bHs1qt;N%}w{0P*F0D
zwl8xNm`@C)0ZC${w{bMJlW?h9th=8+UMWuAO^C+N>l69Bk9j2igc6j$7>7qiUJC!N
zFvFapa2g`997br2;b*;#xFk{oIrCl2eTykA=k5yT=kLL{r`)rPEh=JcX%GHx5p!onGw>G;DhFjBS%OZ;Pa
zj@=%sRCYk<)fZ4#`j%Ox-^0(Bf00^;8GPMgMH-qqvCQx;yZkba#^_C9OU~=j>b*+v
z+enlu9)CxeS`N5Oyh%OQKB3I%ML0?NDK_y;?m%)s?71&P4y_Ev
zu?d$+P+Da1Ickay!rJZ8
zRQpI9%v;$EEHMuxi!YGHceilQRye>IH7nBgbqrLFpMq2^6n|g81921H;F5qW;`mSr
zwa>_Kvjv-Jz=b6+o=&DEp*d{(U9I{ZZt{!$*nKd
zCp}BQ)$I*`M!p`%gQzXf$e{OW>{x2a=kNt$;hS}^rGt=8%P^w5OPi^!Ig1}|`w%#~5AN1^e-mXd_lU90
z^ApK})p<|$r-fVgKcamGn9ZD=D6
zdFF|BH>QvPHoy}4QUOfA;o6o4CShhx@_0X}`fP@E-jm7q|3aBlg*cd;6QTN-GV#%*
zsj%|8BX(QK;T8Yi>^3ul|Hdt4GAq`CuazsmRkfi*p8&ga^D$)7bo#jFCpxN^!Ns;>
zxVtq6=Q)JpYt;%?E_Iwd(ch0-mCX5kflS8hl-;Fxp;FJO2`Be-e^mbq~07=@9AI
zCc`ZdXhD!vD4tA=gvf(Qkh$~l{E0I+Vnkj9mi82a#(ziIY72e1{3i-WojO8JrB}cj
zv3rm&HP@__Ka*8gRHFa6Jmzh)1?mD7(0q9*c7MOZnD0@zl^X`P{g%Q%zsF#n6$gu^
z(0#{n#G$^pGLioZ3g
zAb;#bb|=4(DSKZcEsvDYcWeNTJL!QXucnik#k=wQ!bx~;a~@+=O1NvFo4MEV^=CvI
zb7>F8jL+X;mCa^|nrMJYbHgA%!w5|G?-Wda(#K?H&SB>dhC^e3iEze#F*rx^Nc>%n
z4P1+3@2o<}TB`^YJGKHh{m_B142n*x9|}EG7O_n$^?6n|LQoNZ9gI0oG>+$)mZhQa
z;?78TD5HYs3YI~OW(xjkutw=UHYkXRfauq==~v~c!t`o4h&nZrQ(qKKZGK+k!sQIH
zXiX-3S)NF?809m?F;;M0v>h3v|N(Rga?5!ln}
zhkB2$g38ee=sY}~?|&-!tfzXkTI7$Pw2!d--ilYQZ2&uAAFh4G
zL2y_e?C>{(^&d9js{B~CB!uGXWF+KE}ui@utTSQmqi=5
zc+JoH+(E1QbutL>nLyS>=BYc^2T<`N*_zu^#MdJc!|md_DeYl(2#CjqM#)k~4+J*|kT7AipOW
zjX$j>r_LUO`1kytFkc1zs?6}fP#_pZ%)=eYE$nsJ2~uH^4L^@RWj{8Y$IBnjkeK%p
zFzs<7WLw4JBe3xPMr@<^`#}RgE_HpM#w740O!)z#C&fLdN4@CjNIf24e%*f(Z6+{mWjo
zyRucwKbpU*!j&$1FX#snj~H^nu~!(Zs{o2Q
z`Z(v$I?SxIr;@J4JRkT41J7T;SaTcUuVe3Es_s>2dKE*I*4n@+xoA)-yTHnO>fmA6
zbyEBvfdt2Srj=qUbnf^|Y@baPOh4SqZk^KLzRqueKS4t1-8~tv-Mfk!HsPQ$l#C~O
zG9V%I5cWuag`0O*gP=GHtEzOE)M7*G6Dba7k{^IAhGWQ9QTpj#1{kl{M3443;@2-b
zP&)nqBnIR_;kz`9og<2)ZR=5g$~g2$f5Gf_>R{i|Gvr?tpQW-eS@`N-G+wB@gpWQ^
z@Vsya^?_%Q|H*K+!78-x(;s3`u@0qvE3iKa@1a69hG}lN2C;X~f@Run`tI9m*gn+F
zweaVthHWyLz^|2bkFETfp-pE>$Tf(KKP(jcWrNX+rD?^sX|yKXi@K9s>@gb2&pO{?
zL(fs%I%+qh{Ah&~k6}_Tb(?H5@q(D*BH{HZ612I*9^QL6VEwf~KKGP=&HY=@|8XKb
zj|miRJlRSF_0HHC!0>IPDTID9pgl9k(zF$aalt|4oV~|Tnd)#%^Z$=%I@{s-RtdVm
z-GL2n8jWSiYiQGdH$aS0I9zRo`ho4BJo6v{|-;uT!9+-~gVi@8dN7^z!8DU^-L7`)dBKnRruVfJh-PZ6P^z{;>1N7!dEY%h||3F`!
z;4lTn${L{kZ63bT9mBpi*OEFK1yW}=&`z!~ab>?IA3tMKH*-3}5Sh3>mE4W#QTKH_tHT1;vdNg}>9KA#&NFqLF
z3yn|Wm6C-t!&;8}mb{hoO0yKoj@ROX+bZZmZ!y8yPikDCL>y+#(xP9IlOa535xZFN
zfaRK2Vu@v*aKqWPaK0sw8ZEew4f5wW`EiCg=e8pKJ>n{E>6yl<33Fh!{s`{pfGXTA
znoB)9KY_@$v6v)pgexbX6%KBWXM$WA{5DoV>E%#(YW5FXTxOucCLmJLFdRRw
z;s0lA4rA~rKf2}jQZf+A=j5&!!yT7d!Dj>rxXjm&FvsK|o6$QBznQeLEsZldyNLIo
zng0}x=B~h&3OR1jSA=5)UfiLDE_8kRX{xbk2hCr-7|P>yxZn(BY*na5n?YNy|NC2L
z@Ep%w-QNR7twEsD*TE#`T*2a9-C!Iv0^_E?WVvZ(#IyJ`Iz*9d=pSaKlY@+`8quDE)B*
z%~7ruj+Au4Y`(vl9)1umrKAXBhEC%@_noL<{Tc3A>*EofuNYvqjfQs2!laoi@a)+O
zcxlmb+ILHz(>(MK-5pA}Yu}vkXv~wNI!Tk=X4&`p#8~kP*sbd2WuWNt4U={I`;uA
zQzrCSswP@)m!V!?HwlIoisOv@3EY{XUTmB?ijEQZz+wX(uJS}Wie9jwhULgv)cR2=
z9Y?krCr}#m8(i-s;nVbdHlk`L-LKULi^S*SinL)SCoQ0-{KIh7CZGo|jOE5#KgFfv
zPtetCC(=DlukoN>x|w|3cjjPq6ZearVaI0wVvSO2kS=``-^6-xYI|m2!|nuXc(};y
zR(v52EEg3h$uHop9&qNoj8eh#*FEf;k&Oeq*K3sW9DJc;iPBL#H@LDZg=dMK$U)UqgGpX}r$H=LmIv
zCp?7AVY~;O(RUofE}z8EyjnKA*KpUmvHO}O;if`0{2?0>J$b7*m$`f)QYt{=(B{XPS=r|6ps8U(|7wj^h>+)gR0{R~(4SQpQ(ZA*j_whzI
zYU!Hc`sG#Jm#k=9axw+qJ85yLWp`Ww%&igG0jo?l}pT5qsbeFtc+RR|6Yc+u%{qqv%9zN9|o4Sa~o
zM(dznb|PDxTQY1Q
zoyhOeM=@3G5RiaXSiZ#oO*c_!jXfwB8TTEko8@>fNEgeTl7@0qtYGhWaY#+Q1dFOC
zW0!0(ZU~!5v-c|tW^8&uY=(IbG;$h-J~e{>tEEEOWUWrq6~!m48xT(Ze%ZdR{0*&0zStnrtFld~sc>@sz<
z*g1nL9jn9z9(*peWCDIY=T4N5RYCR*5zeh>FFfP(ds5|3fPz*T)AZ(Z4Ue=5G8cX)
zxrT
z(3CXbgVRyIYYKhd|Cj_;l;MQ2CxvaT8Tj;8JNt7t87#keK=q@|bacT6DDfPie>Qv)
zd|t{4=XZ_8*p1paK`2TG%j)az*ew_Ak&ghiyPsiQ%0y}>*8)v47x=8H20SlNq@M%l
zV$b*05X8@QmNoOw|`70_pW7NP;m*K`O*)+-=2fXHVR;>V1m~~B?bFh_XwW|jrqIj
zMqu(gd3r$G08^)|$1%Lv*wC}%T@2$w5SDD@f_jbVsrW&r
zT6&B&?U%vZ0hM@KN*zldE#>Nmo1wKJf@`;&$?aWq1=qABqL%d+vq^z25YKiVevA^k1>ovYjvtLqf+w2M
zF-Gqp?OqoPDYC@TJ_huJWCHgt=Pq;gnvS&%c0^!=?EPbRRFmU9V-M%j$1enQO#eu3
z^6~=ob(l=!WTt?r=^tngHsE$2Ql`=KgXrmQahB}oMW^`1V6=A_o&Hjun`~B1q_(FC
z!!DWecbq+=A(v#~*PK}B+q)G*D@t+wd0*=9WJ_z$7_itSM{&dOLN38flXE_105`Sb
zIFCt
za^uvt2)J*K4`7boXY6uaOCurw_pmXplmR6h$dTlfH_`7@-UqQie#Rl<|D7O$rS(OOob^=2?Y%ul0M@x}UY4wVrj~
zfAmMIqnv%ThwFO3U$0MbtovLeSR8*7^ZnvjTYnS0B}`y>a5=1KEx?%WP8#^V20H8Q
z5f*tsZG|*D<*z-i&-4Lb%L24B&?Dm<5ADg@Tx#bN!d_qU1*$t2;E-D}PT5~dJ{@zn
zS+VFN-U-w~AMa8)J-?Kg$W`#HXY2;S^iJykArv;N*^`(dGrXOlA8RIx&fOR@U)M|Q;mIo9=?FWaEbkf$dOLDz{GbT}Bn
z-gaz&(=|a5{PqZmiJOTN<>TP%i98aUZ^Q8hzBj9$tOv7yAJM<|CRIJ7j0G}k?78Sa
zJRt!kmR-1+-E%<^!am87q;Y_qIX5{jed~$xlZMHO)
zyH?7N+Ez42l8SI1o0#{K5xaCAw455@_q%^Q8TmEDYDk>5)n3X5S6RaBswcGmfH{=z
z%YoW?#Spx*1@=<~Qdzfyij>!4cJDd#Ik5~z#LSq5HJb48wHWL2Y9?Oz5suB*MZndq
znamo`B`HxW$xK#-9c^2Ka`*Q@mq!e{(oL59d?^9*I)vEBtn|uCwB%eZpp0rc7w~^$B?;dtb`Bq%=$Cb;O
zG_~B34dJe5iDbZ}n_2X43v*(-BwHR5PaH<1*a=HI(Uh@IJezWip%lP=yqU7V;C9Z^GZlwnL5Ed6>0!2bOtXz{3kBu*%2J;>{;6
zc)1y2Z`Lg4m+~(Bz%#^!fpO@%J&n#+Xk$#6_4wbtK!~gwCT>H&@Vjs*8cZmGOX}Rc
zt+gXtE>Q>>f`UZ<&Q^@7Ze;!6&1Tn{-zANzQ7rFx3*YJSB#hsn4!eZ~*wMZ~l%2a2
zJNBxx%qg#k&q_;&bul)!lk!Clx755n
zOuEXav!u|1ee}?RU2-565_<{}_=u^%AAK)!6v8
zQ@GE;0~J#>dA7xwZ2G)F5a)XQcEVZIv8kKC<2kdXI(dVNvwFRmIK0|3meL?QFm3
z19orWcKjXV%uYWYOj>WbuuE>{VNK3`YCiELT{V=9Z<}*)h4c}o{pWjn!*M?G>sD@E
zXe!TkC@4dx*;?kleI^?prBBN~d$UXBrqSW?Q}{CFJM~?R34?#k$HW_c^z?^+Y}Ezs
zSm)R<+V2W*?i4HX@9AOICC-7=-pxh1fjko9A<=D$@WF-Vw2VHUhRi5rSEjO4pDtitTylf@Q^~BD>soxh
zWHS0(G-{pVc!Ay!uVW{CXu|rH7nn6J5@bfKBim$q4(n`|k*ROgurJM&D#sUq=)4rxXu1Mw9oKXrY
z71#0Wn^k01u_haGUm4HEoMP=>KeOGm{tR2*Bi~Y`{{;_8ek2uYwwTG>B&?__*Fi4f
z>+f`6{btMudUp$(;;?~zwz>!wT}~rucK&2o?H>xhYPRvZort>6%V=G=6E{#b)o$_}?2+G`H4
z)Z$s6q-EeFrDd!2trJ9N3)y}XvLpW>5#Bz!hfCM`F{+WAN3i}q#=Wf|(K0W{&4FO@
zP+}pj>-@kfOr69gPdU#|IGKj&t8SC?jC`xb^IjU=d4g0sjvz6$U`_;dV~hDtyp_z7
z?>BWx|Bi!n`p-{vtaTj`9ciFK|Me2p5QZ3Vvmo->2)}a~r?8YI7`bHw-a4mNA+Myo+Al;7ZKDgad!UX`(;-7k2Dv#GN-cVqtC;y|6eP
zuTQom9rE+oqQEUo)8Wh1bju7n53chM$V8G;PFif#K{0mWj8wStV=pEK{b6nxJ)oC;
zn<4UOG!dRTgB8tP#r1j%IOo9t7*(s0o3ZsYM?{4@>AZ*OOTNN#>tMEa_&O?Sh`}*o
zPa^+42qZTN6X~9paO~zC{w_OXeEUO@wbR{C{%jqi%LC`2-lE-%xo!;29$ke^*RL|M
zqSmA!`xQPLdV$e`3FtbaOHOJ!!sx&E5O`LO-I>9;m;`FDSwE0I)bn9&P3=%T*_7@2
zp}^)C6)?kAGpMPmEy>T|la37peqK2M+cUq=Q@<=QcKsr9-|n(J_qe*3zL<6um{Vy`-~%v^$Sry-)^wiWMP
z(B)N$13RfhlbP(Wo85V-1I(`*l2rZeL}zvv3`Sn!H8k0fH}z3CF1;L*JSVZ{MYCc1
z9BsT|J`9DbD+n)PJ^9BS-;R1wcCV~8y9Sc5f9o6^%`0b*O^he(6?1rbp$B`qpO7dU
zdGx(78Rl$vfd|{-kp>pfd!}+QS#T!4-(wCD%|dM5@O(VS!6qK(mte~?4YGdm2XK2>
z-4d+r#fEe4$>d#1Z1h+eF1T#RHbmIkm_GQ0Gj3?3?$$E6);5tf%8#YZ&VexNR~&t)
zXa&XVU%-NYlIUycf%SL4GdI>{qw+vCjt(oZ<}1n}vm%YXwZ4RWh^%FPp5IQIQU%fO
zlnWc1;f4>SooKD7Fl%`$1FeNNVcYyEY}utua;;O;yVL!HU*I{WD3H;N|&Gp5`c;*2uB)!O;Fw)+TcZcgXwjahFT5@bkqA|Ko
zsKwbTa?tZG1se`4lMmD6*)<9XTg}}!{}p4KFI|MP
ziEHSd)e)?5mJ|j)RwVZBxA3IV16Es?o2PlawoOs;<2b22GF^X+nfYHP{P;4$D$eEH
zQ9A=!o($)gcsG|FDwzqRKO6ZS8>3+UmuzryGKKlucEfKeMe=INeZEj>0JJ-Hs5}$JJjQr0u-UU#1{0h_c+mX#Nw!;s;JXUM2FuU3C0G{LcBFXLEq)0@N
z{k%Graeddw?G+ZY6OYbCL!syN`u$88eR%=m4tC?GIR!0guJS~-@E#Tj=F-51DWGt4
z8+MK?B7()7lk}cH`&cfHJ@wB8uYR_|U(cKPLW*~(c3=_fTKtG9Jd)1qUpk2SE9_XW
zKzU;Ey$s)1c*45!0_xil341qI($0(1nD#+sJpFl$nX@m8Rr)oCYm}79@&*m2COI4n
z`#v(82b^GW!$wq`*$2mR3JCMBf@93|QlWtz%#88*aAkZuO66;!R%#-iG+s$Z|Gi{<
zKRRI6Q6U&y%aXb@b5belf;%@CLDbCo_;~Cndt{+5A*S<9rRQ=h)u~
zmGkhgP7=P4JPOB^YVfR154D2g9Q5salDb~aDHzF`Ugvsb7oWczqiTq_CI?L$!`~7mxl&iIrD(oxb+UCaqq2V
zZVB9Z?Tt-$hk1&PMzAwxJI9p01cEQ6aOX%N9695FXF|S##fww8+u{^|*eV(lA~xfS
zFADs9HwBqF5r;t1G!?zPY*9ZU4-BKT0scD%Ce4=A@R}nYYik0zEed2{aRf|_;^7C4
zU9c+QH8-O@fE&zgxn9azW|qwf&~thP$ITT%M|&-P;d)@Ju1I6D^bM#sjRS#p161!P
z)Oh$e$dvB}xim4>r+GDmZp>u18J`A)v?d66FpV)wdk#O9@6*lGD0j4^QN#J&!;kmEt*(T>jH`u8#!ymZt9R#0eUZV@OrBy%o1MC?%SgZ
zYeTB3<@yfT^FsoEY<7p}=ee-1n!E0e3!!k`9x%w}GR2|g=;kmL#3iknZ7soEcc7WB
zY%_yJIU?k7$03PHY61
zX=TiTW>J!+Fi5?mMq${Y3|2+{MRj{w)Z4B}MSs=O2O~LvuddRDH3N+MdNrO%c_NJq
z;BwmgO6kmyJZ#H20zN$wc=Ig}k1xvtt-ll>mk9!C|AiXSX>jV+0gy2qB(fp9P+KGp
z!$q{|nQKn8#5D*?xpUjyWyf&e-5EsA?YqtL2xk!Rc@Og{;&Ib{Wio~9iHGf83yyEB
zAV>s3?d~q#{DnTKp6w3L%ih7V$`h#fYXW~yg(Mm@8$naD3cOE@Ld^qD^UEodMl#@c_{20d#xa}J>({G#;)
z61@LIpR*~%Y7sCe3d>PFSQ_@N++1Z5-uddtI7>dH
z>PnB9%e^0|mgy~i|3fF7v(E(tFUEkR-%?!8_JWA)Ej+H)Lq4SD<4TWd*ne7^+dp!9
z-vfgb-fw{xXBS8a3MZ|+y>MTpj}f}P2{(HlrYgU5Kw|g;PkYZ{oa1yHwyrLw&%{*G
z=#@CD+u9E1lQpQ5av}!LkK(wun?Wlqi#gmg2n&TmK&gjweQYen#_gxUXNM-vI%7@l
zuhIsus~h3XLVv>k4#DoOF23WTVjR6FO-=+CGg6yx(;KG_fcoXX^oFJZF3p+)j(lCH
zc(|40jb^j6e17rN7H8qlfYrDxT!1VtF(IBDTz#r(kPYbYT6A6|&*2cu_7O!g%$Vz|wZn=u%&j&CA~=TIXf^|zn0C1aS%vEOv6
zI`DkxF<3i1m;Ajpfy^z_BftNPMHfwLx_;6#E^n<*gny-CC|$*!^9@LEfgvVHJ%mq6
zreu;<6Wx_4!VW!D!wHqrJ*(ndtm^;*#bNaoNna0fJ
zo7l!*9l*8yb4Z+qJF#7u!*0Drh)WE|lyh0aRz7T`-xZtKUq!pg;RbC|FuW9}{msEo
z&y;~3U(c-VaAAX|dec{{10nPLNoMruF6>mX!NUee_{qVwxaGS!-f_yIw(gB|-OXqS
z5wsxv(dwu*Ux$qf-^TLHhv`mZE53`D1qEellK=+%)*Mx0R_(^lx2R#3^PXI~asG3#l1*acAc2jS
zm&P|LLZoNg0qjolCu!qT$$itQB&m2lKFX7Y_T`mm`??70T@Er0W=qHklLF#-dH^nH
z0O=QeV|UZ>Ay}z$;k3S&yz6^?an`|UV34muUOZcZAC}E#
z#b3=Ji+}aw1e02Rt5G0XD9Ukm#Ut^h$r~bL83X*x`|$OKDb_S<;B#Af(!6y!{
ztLJNw);WP>Otv32swc4V05=b7NOFge^kU0+yk?6Ri>?hMF
zd{dqj>tn>R{=0S)Cyh=RU&h_jIw`fvuQS2rJzMNj7WCnirqg_(=GXZ8=4a?Q*9z@w
zW%x5D23rbuV!Pccl6%mQs?3x^tGE?#V%-stQojUSYB$1kHkLi6rNs7!EJZIO%%1G?
z$C80WX0hrMrX_YR+vnFtL2y2v{*efOCKl3*HKokb$b(e>`aN7YT8(!+#aO9<-~6q6
z#`zu1oSVlfoSki6O;j`v6U9!73ChBxt~3ZrzBFOZ%(vJP@yO~+@;fT9(1c~P2jF-(
zpkvo{;;`i*x&*DIyYITOE>-q?ojC>QXeLW?COyVB@wa$;kqNQfKZTwD&V-FDoJh@X
zGW@zDqD1hnIOvBO61Pp!a8SFM%FoOPt$IFQdvF}yZ_q>$X94zTR6h2Nb2*UQN3^M#
zkHI_UfaUoR6g*6z(x?TamYv0epA@-Vh!0HUGDgk+7UM2U6Rfs5g?71T@wxnGP~YN&
ze!S^$Yvl;%8#;umjcRDeUczK@JZAAVHZVnGJIuSYiHXS5!U|m^T9JofYVk8%k$a!6
zO5zv|YX6~?Y6iYu8;6xP#u&YL8%lSjLZH`X$gZA;XI5swO^aln&Tdn@_q_$5*o8s=
zT`mXEmIPvXJ25jT9FC9vhYGO=L3my~Jc{aIo<5eQC09hDNLH2jI&{HwkCj}f_Yl73
zyw@MrIe?EX$HLQy!e{TyiPMD&UZ`vrFU9079Mto`jtAU6>g-p>v6Zm>Pb_i5^=N3{
zr%hHr>u<^6?SqDjXfV4_4LQF)(}i-$SSGL)-d-Gn>7O}gmg8xjQK<<;arg7xW)-}7
zc`p3)xLAx@o{i78e5aV>4o#BTu+%M=%m3-3Tl#FAxP2l2)+Hq(9B+sIsxxr+K%Q>T0G41)m=>0SkPutH$FwB{ToCru&M!4O;(ZCQ(<*RWw;
zELGyVyk{5QrAvx4bg9@gVX^K=nBX4D--b4mG8_Eg))9!N*TSQV~XUR
zH2jzN8T>s;8LfmaA}?rx8=cSLGGc)3&l)i1*9Yc_BUf!2>?8b#V(e^{`HZ+pA#AF-
z$*kBr09(y^=vd$o3^k`f*W8b|ZTEY6H?E}l_H!AOI5>|Tl@%rx(w~`j`zU6UZ~@ip
z)yG*YOQ~aBCTqmbhO
z-TOG2DRf(e7s9HcNR-9%Qej|pI}s$7U&c;9X=1pz9^u4mFb*|A)e$51dFDFKrPfU!
zG#p@sXA$1ed;|WKfDGP`QJ|Y`Js6)wuWjeOE@GmtrNX0Sedt6sLvKMR%#1Tf$x0oX
zIPX5B+zTTi&T5RhLkar)dB}7s$1(dH7DA(=DsSVI7`(RC9`7%Y$G{d@+^sX4Y5en%
z?zz5>c{W`SCx8CRi*a
zSpEC}BJ6bq6;rfuYw$CbXWTcr5bXsbaP8qg%)1l1
zq*{~*y=j}^?%P0;w8{g)@wbgldLB1llOUGdzq`h&l_tiegW0d+^wka_jKAyx!}f~M
z=ELy@{#JpF_8IsuA`#UK0ZRw_K#l7tEUe&RwVFAWbre#c$)-3wIT;2YJ)*iUez{72XfEItJ^i2j{l@?6u7a6>4EMFM
z&;NH<;Z^MoqFS8?9zlwBCf!}F+vaDqzFxh}?tXz%TU4cXTS?|eSh*y~&a(BQ?G(X%
zt*fR7w0a+&(-v7LWOuM#p)K}|lwIqvfZgedigwF1_uFQ4-E2L2aB5p2*So&YFSkvI
zTicehP`mYoOSJ8YJ+E4Q1y9T4oD80?jSgqcA_fAghS)X;bpXz6~>fW$!;~hTT
zdUg(wD~Gk)9*A}@p;yyjS$m^x)vTn}XN}r+N74_s26{}f+q*QEN!uvf_U7}qb9@A52nhVU
z%=xdACUbr~7ihRG#~P+&LjTsyP`qs$HBmhW(Qn2fZp{T~*<24_0`p;&=3M-*VvTp&j&$6ps0Np;f|h
za8^0T_4NCw%k_hBs%knM+jJf@{&4$6w{KV+Wym(xWx-~SKjG0WjM{JHvFyGpRxgrA
z2=;@Qo&xA$v=&}uzXjt_N!)Qc2Qg@1ljT??465(
zI52*S4JkW{13kImaDz|Jjy|W_nvIYvQ3~l90r0Sb0V|6y4C4?3D>;XfaL9Yu;1tJd
zT{pt1Ni1A{HbyU9Itpqlv|(k>MsQN*<`n(2!Ck2eOi!PO^(_JD&dul8tzu}jJRG83
zJYn20f$lm{0+;>Gf!ycvTCXlcOPC8(pFNMt(x>23E9YP+TLcwlD$tl}2FA5VVO&fG
zv1Jat3f+b`S}LH?HVja93AALMg?G2};N#*LxM)8Cr>%D5dK9^E#^^Ba-6W1-mG79?
zW+j|%u?b{0q{6(&Nbq68U`bb+Psg$nCmg*xk=)xGCMG6xB<^C_+WoT1cm;%;9dzq
zGX2mHY=}%nTcaK@=kgohc5Okm#&_^x;UYZqPXet1bn&ERELQdoPzQb^7{03E?n_EA
zctH+cia!H?ukJ-NsS*hO$~pL48o|mr8f~3#!*A_HSP@tSeSUS&x3n8t)2_p3#Vo9y
zwHVKEKhIq|)}XPQG?5o>M!Qv9edf(DR30w^uO@NGn~;sk12&xBG#ZZlD29t3H86=<
zah|{oly?0M7HyMp#+uXkAT}R+C7*!t^;gjFb}E*8)Ipg+64ZU-L`^37=>D`CCk@!K
zy!&_IQS&|M2(?37F$df=JrUWQO?Z#wg1Chy?s6-IXfJ6pXWSLXj}$@Pf1PmgzaCi9
z9f8TV+$?yv7;18VNAfOp65N{$H?uB4UpEW<7aq7r+ZW}-Z^C4*hZK0F9N#6cN7ftD`m7{YX8}=RA66z-7u?Pz$wSL!Qrr
z2JSN|?U{fs!wb;dkK64;@Ib%E8e2VMxr+W>e8S_L=YOTq)yotG+dsnB@j(caJ_)b5
zr)#@W3s7Ej5hQ)N?6Qp}=~bv_t_iv0EF%H3)yNH}o#}+Q)9WFEbGAR;coyWeHo>O%
z_c;&rXQ*lnM`nT=(XN?`x43@N-NF=jBHBrdM*5($HXe@DTas7GA7QCM0(|Zm!L&n9
zf$D9*0?tM7G+_=*`5OW0H?BbZ-jz5ldOvjMRp4%^?=VrFV-VfV0pk~s!LaQ$h#
zQ6Z4#9{1`6cwqKO7S`BX(*Xr8CweLt=EnFyZm|VCESU$EVO;;;`vr6Mh8)aO9;0Vl
z4^zQrFWelu6x!T$K`&R0N_IS>FHgrq`aBMB!54L%PK#
zjsC1GqmzT=P&I4?-LY&MOkJu6tG?>sy#O^Xw>A?#E%?cCS@pnt*8ojeW&ra3vbfI3
z2kZ+f==CrKc-TG@>dMSu>v{@Rp|y
z9{!$Nd9%yoNyzP!pD9`^Yqf%T(#}gMru3j;uT@&MSp0mMU
z${vn>xJ>_E?V-j~r@`Nnd^-Dy0&cIrMzg*cLTjQ3%zCK;Nr!sq`7l9{IrxH#-cyAe
zldM2zQ9m7voCePd)nI<%EO5HF5e^?^QFZ<*hD+u`y?-KoVfTRA7v_P%RB2+~afSNb
z`;TKp@^HxtXDAjeqQjO|w10~uL|x{=M_)xy-6H~$$Br}opOqj&bqkz~t_1n5;-t#;
z1{e>S1qi_LP8hw-tD7#2Vs5Zc-J+WAn5V>zP016JYq59u%Fw
zMAxnCX3~mhW2;3dFgZ%#ouUpnVhl&@m%~g?IVhQ2Nfmm2GrdJK;FYjHzR*2G(|W6z
zStf&2I6)c$yjFnUA9?s@E(x}?O6Y?XLgan!UNChjg4Kx<>=MV@@Yp(^>*rmhe+u|u
zQ#O?ZRKJGh<4<64<{%VEd2kHC&9GSJ1bh%K$J=s~kapydg3%suI(r7zE}e**AFe`H
znd_H59EP1EoZC)Um}qKq9;wgT_$2T%h(9yIz8915tfe9D$aBQ}>sr|S`Vllft%r5p
zr5N@!9SdCY;p_1vyy0E~RSlt7=E&uYmT|u8z7{xd5{Tj*7vb4pEA;kW1IaZ5FnBx<
zA5Hf~C-W0V
zv-BFSuU3c(786JYNTY1(X^iButT{DTVcPXR@Ld!}r#sYethQ^g+E$E6o0a09I9Gh3
zx0&r-@*O<$8(`;O58Q6F7{6JD;Z89-ye*OsCwCg*!of!Ho32lG#Baba&E;^{i{nPPVqg|-ZIdQFM-B$Rj|JR&Ux!401h!1KMy=bI!A)U1c;~bL{N#i5
zPymQe>wtpRFCeKLhbeOuiQTSHJT_Dgp;PnW!L!Fy$*c=XtSdpxvk5*P=e(F>uMH
zm$$h0C$Oqs7_s#}B#y0v>6emWl@-FP`X#uCmkHlDRp5bu_t5j88bZC2VAa37@Zw?z
zw7M3-I+a;?v*Rd8-D!d|=c0K!8l3xJu?`&Gwi)d>NBY$3ce$MDX*l_%2+C4o$Rg*-
zL}}p}I1%v(bSV#Nw}_Ap-2H0UZ`PsO$16Cr;U%1UcN1lvzk>JkPvG;`zYyJ!
zj0ZW_rQo`JtQr(0bt!)!D`henv7132|92O&Hl$&>?=xWT9mAVk=iE=}4_e)oCxiAg
zNVxtDc$XIfk(XcMyDgdcp|>3-SN#NI_aT_@$Cy0;yH(z$g0o(7#v(eO$~)GPg$vpW6*9
zcYg<>C`_sZPoe`iC)+b9LB9PA!QTaaxJ>Uf7R!inv*BS-p8W)DPZgtQ;W-#f??6Eb
zHF9-{I+@n$hkOqO;<{!h`Pn{!#5k#tWnaAb?9I)v`tf^svSKA(ck;nu1xwQDk_MG2
zg}8WRE;yLaVyWE(B7cr^TW(85F^9<{^4xS%@L7y(mbwd9LJGian`W!L*D6R;iK7t*$QCR#)gnkq@Bh%{`M%+Xfp)%IE`Q
zHC*xXIc#H#V4tf6dYr5S>xlI*peukMdM+{=Z6kDt%5}Q-*)y8nFix>&fNoU{1J5)c
zu-UmCgOt6nK6(|TobtjK8D8*BVH#?SM?s5%EoM!M0TWLNB;mnedTIqEm+l8qxfJla
zy9j@UOvg6kIS|_=hqexvAwbI>pXzXo5Z(dsS>p`W?MfsnZ5>AcRK=^h-Z0kg1v}S!
zf%QH$t^^T)yt&mC_havA$xN=emb4L!q@-5%E`(N&BN3-FQY>kb*
zXA|>xa0@Kn@rm}F>Y?%m@8Ox9E(w@B6EElGlgC_!zo}zCpzkBPZj%&-RYgHb>VBXk
z0gM?}*pMg*Q;p&wf@9=ltau9VwK=E6LPgAbl?|Vg#;I3j3e0mR!$r2;vTj3mkoF0AR2u;@ZU~;aRdgi5r)4)Oy+H4HDS1-cnRtspVNo>)n
zP6LT|Qt0Yo2`X#V!2Zs1*zD&GPol)}o2eK44%vf0#ZQBza3IvS*h1i4?pT|of@O(0
zq-fu!H=``UNZb|7j<@rkejB16|NUirxxS>xsRX!{mkA$d`oj_hE4VnuaWx;F1Z6`_
zSn^#1Vqdm!ouhrQU+fq2H7kUUJbcL9=naGe&s<#F$632dc)`z?m4%(5>_e2(&jp=
zZVdZ++ib{mRmk333HsGyec*$lHg