From 00ad6f86784c69908e62afa05f63f0ed4191ece1 Mon Sep 17 00:00:00 2001 From: Evgeniya Sukhodolskaya Date: Thu, 22 Aug 2024 20:28:39 +0200 Subject: [PATCH] full tutorial in markdown --- .../content/documentation/tutorials/_index.md | 3 +- .../tutorials/multimodal-search-fastembed.md | 190 +++++++++++++++++- qdrant-landing/static/docs/coffee.jpg | Bin 0 -> 204520 bytes qdrant-landing/static/docs/piglet.jpg | Bin 0 -> 25788 bytes 4 files changed, 182 insertions(+), 11 deletions(-) create mode 100644 qdrant-landing/static/docs/coffee.jpg create mode 100644 qdrant-landing/static/docs/piglet.jpg diff --git a/qdrant-landing/content/documentation/tutorials/_index.md b/qdrant-landing/content/documentation/tutorials/_index.md index a15e57388..258c26025 100644 --- a/qdrant-landing/content/documentation/tutorials/_index.md +++ b/qdrant-landing/content/documentation/tutorials/_index.md @@ -16,7 +16,8 @@ These tutorials demonstrate different ways you can build vector search into your |---------------------------------------------------------------------------------|-------------------------------------------------------------------|---------------------------------------------| | [Semantic Search for Beginners](../tutorials/search-beginners/) | Create a simple search engine locally in minutes. | Qdrant | | [Simple Neural Search](../tutorials/neural-search/) | Build and deploy a neural search that browses startup data. | Qdrant, BERT, FastAPI | -| [Neural Search with FastEmbed](../tutorials/neural-search-fastembed/) | Build and deploy a neural search with our FastEmbed library. | Qdrant | +| [Neural Search with FastEmbed](../tutorials/neural-search-fastembed/) | Build and deploy a neural search with our FastEmbed library. | Qdrant | +| [Multimodal Search](../tutorials/multimodal-search-fastembed/) | Create a simple multimodal search. | Qdrant | | [Bulk Upload Vectors](../tutorials/bulk-upload/) | Upload a large scale dataset. | Qdrant | | [Asynchronous API](../tutorials/async-api/) | Communicate with Qdrant server asynchronously with Python SDK. | Qdrant, Python | | [Create Dataset Snapshots](../tutorials/create-snapshot/) | Turn a dataset into a snapshot by exporting it from a collection. | Qdrant | diff --git a/qdrant-landing/content/documentation/tutorials/multimodal-search-fastembed.md b/qdrant-landing/content/documentation/tutorials/multimodal-search-fastembed.md index 3ffbe5ee2..d3ee26e2e 100644 --- a/qdrant-landing/content/documentation/tutorials/multimodal-search-fastembed.md +++ b/qdrant-landing/content/documentation/tutorials/multimodal-search-fastembed.md @@ -1,27 +1,197 @@ --- -title: Multimodal Search with Fastembed +title: Multimodal Search weight: 4 --- # Multimodal Search with Qdrant and FastEmbed -| Time: 30 min | Level: Beginner | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1prS561Vqqh1p6v_5wUsaHwIBfbZhePNb#scrollTo=cR2a4cWcHxc3) | +| Time: 15 min | Level: Beginner | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1prS561Vqqh1p6v_5wUsaHwIBfbZhePNb#scrollTo=cR2a4cWcHxc3) | | --- | ----------- | ----------- | -In this tutorial you will setup a simple Multimodal Image & Text Search with Qdrant & FastEmbed +In this tutorial, you will set up a simple Multimodal Image & Text Search with Qdrant & FastEmbed. ## What is multimodal search? -Frequently, we perceive and transfer data of different modalities better in combinations. We have cross-modal associations (taste of comfort food bringing you to a childhood diafilm of memories), we search a song by a description "pam pam clap" and use emojies and stickerpacks instead of 1000 words. +Frequently, we perceive and transfer data of different modalities better in combinations. We have cross-modal associations (taste of comfort food bringing you to a childhood slide film of memories), we search for a song by the description "pam pam clap" and use emojis and sticker packs instead of 1000 words. -Modalities of data such as text, images, video and audio in various combinations form valuable use cases for Semantic Search applications. +Modalities of data such as **text**, **images**, **video** and **audio** in various combinations form valuable use cases for Semantic Search applications. -Vector databases, being modality-agnostic, are perfect for building these applications. This tutorial will show you how to use Qdrant for Multimodality Search. +Vector databases, being **modality-agnostic**, are perfect for building these applications. -For this simple example we chose two most common modalities: images and texts. However, it's possible to create a Semantic Search application with any combinations of modalities if choosing the right embedding model able to deal with the semantic gap. +We chose the two most common modalities for this simple tutorial: **images** and **texts**. However, creating a Semantic Search application with any combination of modalities is possible if the suitable embedding model is chosen to deal with the **semantic gap**. -> Semantic gap refers to the difference between low-level features (aka brigtness) and high-level concepts (aka cuteness). +> **Semantic gap** refers to the difference between low-level features (aka brightness) and high-level concepts (aka cuteness). -For example, the ImageBind model from Meta AI is said to bind all 4 mentioned modailities in one shared space. +For example, the [ImageBind model](https://github.com/facebookresearch/ImageBind) from Meta AI is said to bind all 4 mentioned modalities in one shared space. -.....add more \ No newline at end of file +## Prerequisites +> **Note**: The code for this tutorial can be found [here](https://github.com/qdrant/examples/multimodal-search) + + +To complete this tutorial, you will need either a Docker to run a pre-built Docker image of Qdrant and Python version ≥ 3.8 or a Google Collab Notebook if you don't want to install anything locally. + +We showed how to run Qdrant in Docker in the ["Create a Simple Neural Search Service"](https://qdrant.tech/documentation/tutorials/neural-search/) Tutorial. + +Once you set up the framework for the tutorial, install the required libraries `qdrant-client`, `fastembed` and `Pillow`. +For example, with the `pip` package manager, it can be done in the following way. + +```bash +python3 -m pip install --upgrade qdrant-client fastembed Pillow +``` + + + +## Prepare sample dataset +To make the demonstration simple, we created a tiny dataset of images and their captions for you. + +Images can be downloaded from [here](https://github.com/qdrant/examples/multimodal-search/images). +It's **important** to place them in the same folder as your code/notebook, in the folder named `images`. + +You can check out how images look like in the following way: +```python +from PIL import Image + +Image.open('images/lizard.jpg') +``` +

Embedding

+ +`FastEmbed` supports **Contrastive Language–Image Pre-training** ([CLIP](https://openai.com/index/clip/)) model, the old (2021) but gold classics of multimodal Image-Text Machine Learning. +**CLIP** model was one of the first models of such kind with ZERO-SHOT capabilities. + +When using it for semantic search, it's important to remember that the textual encoder of CLIP is trained to process no more than **77 tokens**, +so CLIP is good for short texts. + +Let's embed a very short selection of images and their captions in the **shared embedding space** with CLIP. + +```python +from fastembed import TextEmbedding, ImageEmbedding + +documents = [{"caption": "A photo of a cute pig", + "image": "images/piggy.jpg"}, + {"caption": "A picture with a coffee cup", + "image": "images/coffee.jpg"}, + {"caption": "A photo of a colourful lizard", + "image": "images/lizard.jpg"} +] + +text_model_name = "Qdrant/clip-ViT-B-32-text" #CLIP text encoder +text_model = TextEmbedding(model_name=text_model_name) +text_embeddings_size = text_model._get_model_description(text_model_name)["dim"] #dimension of text embeddings, produced by CLIP text encoder (512) +texts_embeded = list(text_model.embed([document["caption"] for document in documents])) #embedding captions with CLIP text encoder + +image_model_name = "Qdrant/clip-ViT-B-32-vision" #CLIP image encoder +image_model = ImageEmbedding(model_name=image_model_name) +image_embeddings_size = image_model._get_model_description(image_model_name)["dim"] #dimension of image embeddings, produced by CLIP image encoder (512) +images_embeded = list(image_model.embed([document["image"] for document in documents])) #embedding images with CLIP image encoder +``` + +## Upload data to Qdrant + +1. **Create a client object for Qdrant**. + +```python +from qdrant_client import QdrantClient, models + +client = QdrantClient("http://localhost:6333") #or QdrantClient(":memory:") if you're using Google Collab, this option is suitable only for simple prototypes/demos with Python client +``` + +2. **Create a new collection for your images with captions**. + +CLIP’s weights were trained to maximize the scaled **Cosine Similarity** of truly corresponding image/caption pairs, +so that's the **Distance Metric** we will choose for our [Collection](https://qdrant.tech/documentation/concepts/collections/) of [Named Vectors](https://qdrant.tech/documentation/concepts/collections/#collection-with-multiple-vectors). + +Using **Named Vectors**, we can easily showcase both Text-to-Image and Image-to-Text (Image-to-Image and Text-to-Text) search. + +```python +if not client.collection_exists("text_image"): #creating a Collection + client.create_collection( + collection_name ="text_image", + vectors_config={ #Named Vectors + "image": models.VectorParams(size=image_embeddings_size, distance=models.Distance.COSINE), + "text": models.VectorParams(size=text_embeddings_size, distance=models.Distance.COSINE), + } + ) +``` +3. **Upload our images with captions to the **Collection****. + +Each image with its caption will create a [Point](https://qdrant.tech/documentation/concepts/points/) in Qdrant. + +```python +client.upload_points( + collection_name="text_image", + points=[ + models.PointStruct( + id=idx, #unique id of a point, pre-defined by the user + vector={ + "text": texts_embeded[idx], #embeded caption + "image": images_embeded[idx] #embeded image + }, + payload=doc #original image and its caption + ) + for idx, doc in enumerate(documents) + ] +) +``` + +## Search + +

Text-to-Image

+ +Let's see what image we will get to the query "*What would make me energetic in the morning?*" + +```python +from PIL import Image + +find_image = text_model.embed(["What would make me energetic in the morning?"]) #query, we embed it, so it also becomes a vector + +Image.open(client.search( + collection_name="text_image", #searching in our collection + query_vector=("image", list(find_image)[0]), #searching only among image vectors with our textual query + with_payload=["image"], #user-readable information about search results, we are interested to see which image we will find + limit=1 #top-1 similar to the query result +)[0].payload['image']) +``` +**Response:** + +![Coffee Image](/docs/coffee.jpg) + +

Image-to-Text

+Now, let's do a reverse search with an image: + + +```python +from PIL import Image + +Image.open('images/piglet.jpg') +``` +![Piglet Image](/docs/piglet.jpg) + +Let's see what caption we will get, searching by this piglet image, which, as you can check, is not in our **Collection**. + +```python +find_image = image_model.embed(['images/piglet.jpg']) #embedding our image query + +client.search( + collection_name="text_image", + query_vector=("text", list(find_image)[0]), #now we are searching only among text vectors with our image query + with_payload=["caption"], #user-readable information about search results, we are interested to see which caption we will get + limit=1 +)[0].payload['caption'] +``` +**Response:** +```text +'A photo of a cute pig' +``` + +### Next steps + +Use cases of even just Image & Text Multimodal Search are countless: E-Commerce, Media Management, Content Recommendation, Emotion Recognition Systems, Biomedical Image Retrieval, Spoken Sign Language Transcription, etc. + +Imagine a scenario: user wants to find a product similar to a picture they have, but they also have specific textual requirements, like "*in beige colour*". +You can search using just texts or images and combine their embeddings in a **late fusion manner** (summing and weighting might work surprisingly well). + +Moreover, using [Discovery Search](https://qdrant.tech/articles/discovery-search/) with both modalities, you can provide users with information that is impossible to retrieve unimodally! + +Join our [Discord community](https://qdrant.to/discord), where we talk about vector search and similarity learning, experiment, and have fun! \ No newline at end of file diff --git a/qdrant-landing/static/docs/coffee.jpg b/qdrant-landing/static/docs/coffee.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00e8d04e60fd244ee40261eaa03c91a2971b3948 GIT binary patch literal 204520 zcmeFa1z1$g8$P_t5=vSi4T?yIpmZ64lr%^;NGwQqh$0FC0@A5;cXxL;OLupd--7S! zYw-JjuOip=#XDSk&dmKh&wbC#*_kuv?AhgW@8=P~C4L@09sm#q08oei0X{DPE&1E5IiCZ0MJco_h583?)z{9Fl?fHnsR3jzY6 z4frb|z{0^_fB{`Zgh~Q{aNn8$ARr9Xig4i)000LA3kwSe0>OT90m6WwmgkqRT)jkl z4S|qLHYUv}!``l1*AP@w55gGX+JQ4y3$`6eMT!y=G z=gQUlqAG@-H|egyU!r~f;$zwaF(WS`dMH;}o2uid@^)kN^oQc!8Mp3!xHqa6(eWr# zd1dTng@n3^sSm=d$V%cY42D$=r}t2y&f8a@hYkjWh0w2bS4JPGLdC?ctvY@(b|_7UlC+P#yjA{CTFTd zsV)O<+_|qJYUuf;o@In0D{Wk(tI7_?+MoLY$j6?SL6@Pfy)=P`y?=M@fBXM>;J+UD zuLu6?f&Y5ozaIFn2mb4U|0nhUaL_hqp-@+ft@Bd-Io9tw+Z%Pf?i7-ia`((2JreP> zbJRkPQE?*MkX5X2ztgHuJE&NCj#|_Kmzvn6*_$&fH~ZR@So6@>V4Es}BZJ9`=B_&aY`$W)1LSGbZ5|_60Ia??TQ|3E;(;A3P3D zf(dO1Z|04h%N{wuRv~~pgZ7$@(w~;P>@IebBsHI(6yPF)X+q03ODb)WRQcW3rE^pQ z5j9u(St(q?Y=&1CXj(o`CE}I}-#sBr%<2-l+tZ8==O+auHps%t?vaN_itXcNVNX3j zC74wo54ufkRMYUwX!nY0o*R{(pH_i-8TCd!d7m0gm&aX-dJ`pwbJIeY4FKO;TOUq5=Fnb>6oSzWjVnO0GwRj~gMg0atuy*PBDdFYFv2U@}Vgy@`DvEzR zKOF#4=p%Xq>E;)Xa}1)*9(w1fbp2hhWkmdR>D#=fsXHl+=ct5KEO=E|vIPjY#!ieY zc8)@DdTGtJ<_u(N#TO@7&T-uifU#b%bce)2uZNxU+*Z!9MZh~7dq_)~40wqx@0bs3 z&r^wTDa-O`TAE-s+w;ip**Pi!6zS5Y++)JtW#YV}mp;eU3jhGy(Pi9r8=b+M>jc(E^-082$YS6Jlt!kz(P0 zyjh5EDND3el`_(3Ed6s58+D5n?+w#n&wInQ+(z;hynb;kR~SXTO-cw|J*`VXL&9^r zPK&%1088SR(q-%G6_^PiQ>u+Ta8as_8iyTzFI0VTXIyyK!@K4xi95A0GFvgGjLq|P zCS}c)(&qUdt(BhXBW}V!)rjlw3iXCf6B@U%8w+%k>$d_A!ZcobEj%}n@gL6m(p4-J zPa>i-$6|!IkTLYYJbg2Z*JbvM#5bl+>Hy?lDQlYV(%Z{oM_mJb&?F*>Qo2f`nDyRjKec<8sc%7Iwt`0fJa}8? zq1-e5Y_IIL?taOXtCs(9DKTE0R#Rir4rUU71S*JpC=E z0Z+B!}iNjeolcvS*ZLf~Wz$-Ex+|&!EvTg3-?HF?a98!1l z*`x~$rYq`sE$aE{(&Wq8)qhDKYxA*Nl zO9M{y&AZlF-!2yu`;CIBJ=Fn}J-n}l;EAZ&xvA?Sf^NCXJJ#utiNGV=5)IDX5%g5+ z>C;RqBwzfr4(>xw*IaENt>Dm74?n3zRr(!OH{S@v`Z9^*GK|+dBS@O7epOOZyiYEf zQ4+ZXKt8F2%=ISg?)t!jO$z@>)EPD)Rd(;XXeGY&HW~FEf4bz5l8?R|>THf)2ssSFz7hRM)i>!ed@o(e>fHzC8Cg$AvQ_U}|XDB)xF-ZtFKB%oO|l zYtXkCuEaqSQ!D_}iRPWQ#aDZUO-t(v0pTX$SLF9H==#p>p8;%2X8AwA6%aL)=QT#Y z@`~zYKc8+=x=;EQ`MnI52VcwLbQ{NopTl7V_zde$hSiDf(JzUQovJ$W=Ws-B<$aB@uejXC z{xkcj7W=Qj?`0ZTP%uUgaYhJ#4hLQqlehEvieDya4&Bt5-d6sK{7!}r?=@~g*Lu3r z#}zCRrCNudIpEO+#;p{;;&-UkK9=X=cl*7Y-`foO3jan1NMVYN60l*1EjpXYmhgC7 z>*GhSlNsd)u1`{zvXx5z24P(0pJT0bCNUCqLTnN`;w+95|2F-`K4jlc-00B02@&X` zscR@-WXN?2iSsO#%Rl{I9rY5+3jh~ZVH@h&VqJQQ|G$KAIOi3$G8LxD_5h?Qt^{>u z>FTPYN~eq_Ol}(YuTushYf`2Hp37rxif5pW>B*r0SBvQchkq$~id(Oe>RJG#Z3j2v zx{7s8<3bb{OyJC-w;Dv<(edfCTaJPAh(AWb!KC`6AALb%l1P)&UuU--FU-j1p8?Fo za$MDGBf@akX&!kT*msux82so6yRri_qmnZHkB(a$zYSO5U2^g7+~zx&A%Qs_#uTw!6hMO_bF3h>Lyv2tSMQCtV#C}A@qr4ZtD0b zojB-9ty^raUqKpN3VYy8pVNvkm z*6{H0W)OVXS&$9MBmX8002txkWqPitnNC?(e!xnmIBBh|IHxd>VoD*(zui9PB3@OB4w^H_7M8cAaF5ESbainCl#zS0_}e{@Tjb5T#soXg@L4YkDRKcAvf3G ze6*hdcQ;5s18NQh|Au~j5BnJ~Uo69DU9W#hFjaM?mvi3i9a5Jt{SW_t17rCKwA62PYy&3*xwzpvDR_hb6U2MlCfR}_-Mg3h*7fLqp1ZpydQUu}P;Yej_{P}nwU zjq=Z$>z}#+G1}$DzD(_KFO^cuO@iW+&CU0lmh}c|xVaO1Pp|er@&7kDWRCePD;e%} z8jJ@6v+IM|F)R?B3~+P`ec!w>o^K9y@BH$vzs-jqS^lmSCwivJ6*;~ZV)TNt>*Gt zW7;*!0oE-=;&lp)Z68<5`s%`oaRsA0OMRE*H65qfu49cQ`(h`I|0MtvQ2%g8NZ(OT z{VL>RXom-T0>RBDH*aiJO;x5msYLk%soRo4NOWz^0UG6vX(Lm;E5>nS@1eoqM%p1V zuD@7*cZVPo?cGxOH5zv*JN@yzhI{$GlInzwQ6d0xONd15yu1MHe4@;?nVHT1dOY zltpJ2s%$D10zG^`qzS`g07fRgZj7n)2iq?fc@3K|Yfh#+vY2wj1~bwO0r2Tw{~iVEM73VSQa&{RnTC#B;AFjlqlL^kCvvLOFMtSQ`I8?0rw5eL zf1Hm!HZhW4U@bk}=ij3sMZ(6&(}zC-b}Hoz7nBNSBzmOm!oTPIAD)D7=oUWYo@x|V z5F}wBJT}$E>33C}dA0%Ecw=NJpnj?r#x7MQ-N`8cc?)7DM(S{?*Drv;t5u$keWa&G zWD4lh_+TEJ_?0XawdjTJeCyP1Pz^BbpZGG8RY@~~&ODL$=@KxW1}{ivQ=%l`o)nws_y(4J~k?rYuXJhtGt!rpT^)#aB!-DnQ22jQoM9MIzK za6t_)NkY|UKbJ$ls#)fz6;*ngQcS)-kKVBq&{Hf(37POTpI^dYt~pa+{&2(jF9MNa zK~}mGg=VT8P1QHQ#CxjqBTsb|4F1zhND|p&d7=(b6Kt495FD=ZX->a{!Q6GX7(4Zo zD4<$sqw&qsW43_AbY1t;-#xz~26U966vf~=E#yw4E2VMovE}N7VSV<~(|mpnyThvf zTBYu^7gq)g!c%mS30SCIj@yPL^+=X|E?6sLNT6GTsomie-(Q1J zNu2EFtJI%j;gn1&=s8C>of2+`iDAQeELF;giLEgk?B>jfGaQDnynBl8uR<1ii?}xC zX)p8p7o^b(`|UsB#OLk9rJfSJ7{oH|fh8ilJxh(wLMza5stlCkPcinj*Ev!>sqt)G$2Lzz7dclO0Z4)xog`zVB|0 zKq0Qw%0KSEn*%1=G88lji%)T#Fu=*1YXmL?rzm-TP*zv>XU0Os?O9+>vB*$Zjm*DK zTz`>5wIGBX06;~Lx|R*ma_?a?d*{DkDbky9qbB1$TL zJ5aX)`8-3If4{@;R`Z{@8zIdk9z$hy-%!Q7&jnFWKLeIe-rH)gdj|Cdeah~ouK5zQ z^|HpAFGnEoABx}3RT$q~rGQxcJV^ujB#6$i;tfr}PBH zPqH+S&bCQDSycV#_lsp%oWk-oiXKampW;lq2kaJ}pTKD9g)h@XH)KYBa{6_EmU4$p zax0nbr^stQ>2)SwQ2faqKjRz9>OcAX1`t^sdeu7RYI*pNu`rHl{nTHME8Yj|{gI;= zG8$YzI{ii&?XqowTV?t`AA_D{xWQTvo?Q+A@~f%G|mePB_9J?=&rM@tnPzkrk`LkXeucceQC1o zjn{VH)u$cA&F=>r`8fapiWvJJ{Ti)adPX+PdO>F4f3+}UXL7A?@l?eA8NKFbPW6x`9 zHH4OAduY>cq}wvKX&T&E_i^gA%!40+o)~B3=)E?Ph#u3{3+P1|K_Uv1E_Y>cZ-lWV zDiO*Ka{-Xxb_NkoY6dcADjJUFFz7fbopA%=VGW@PJ9_a6$^+_4Og4usB&*Bz*hJ44 zB!M$%(d_A&g{A54DzPvr*axQSa{++N!>*eZX(I*Ks zE|}{Lt6Foi@8osu(E`-`##T=12b_rsGm%>_Hz+-0b&tb=aYdRbjVVIY&^+vmr*;Kf z@~GlZYu;N7BD}H);lfFx&Y9ikbSWnzspH5ga*u<)CE1l~+pO0E>d}}-25g2$&G26e z#qEhTkMo4{rtWI?Yy$uYWBy$`6-B~aB%MnO{f$#ISvr)T0mOzm8+T)&*0>>+&P8ZB z_Yc$`01GN9Ta)X~Q--!>K~tE0NmGfIilX?TY0-g_-U!OO5>(E}w2%y!E)wfi-48wc zbV&&gd+?2u>|(WTXeg^J1~{wvGD8Pw^wa){~{z}xAT^2=WSkk0^y)onuPa9OtI=65E7Rre!l%Bm8}RT?MD0<17LKGD*oZ3TOx*Fp3IYnVvGhVIR87L6jT*5?F}yu*#C6sNLF0kCzQaiD9WKzU zUvkafUZ3R-0b?(_bI7G70Kk~THNz5(Z@R-YVe~eMa5(Lv-KUJ55Nubi^%AEZd5lB9 zMYg52OdAi~f|>5V;tVr3+#)lkUBRAh*(`i>)i7}gDiJucXS}my!dzjP$E;~{F>^g7 zNbgBZ*Fp&Lp&fCEd4q33ZnoI+NBJdQ;jvyzNw;EXO}59&S@#pA|3LEq01MM4TuoMQ z=+yxG?J%JYji6doCp+eQp-!*bMF9Ab>d%f|(KFwfIO5nZwc$uGjp{zUt!3CM6re<-I;9aotCaW;yAOFhQvMdmN94lR{dfN+WcAk z)I;e-w*4t*q@?X}M(+vTqJS{w9lX~Kd``>F24w4|FM6x9o1xc)e%QiRZ1hEcq=op5 z)&#`Y7Sp%@z$JKT`h{v~7D55KqsLi;GXPZH?(Q1LFq+C}=?MY3;fm}DTc+t%>lW(d z)&ikVy$hy0Mn0`50B7*J(91pp-29dp`6E)D4a;FN?4ud$8ovgsdGBxnmK_E2fEE3s zzJ|%EfUF@j)eUaImH$HDXNS+JaN02^v60KU1-Y12G)6yBFReb=gV(K$+dw%BFe5>LT{ zu~Jac&t|G?58@e)Pp!IPN36P0T&cc3G^4Q&YDlylZqX!=4okmx^b$`L)f3y+u6M2)5n0Clms5wuck-DVT1nq`x!nuRYNe!H2HHd07YImc#Q zJ;U*dekY_AT66G&0V}>zu^>OY6`H zbDyYhcS`MPO>JmS$*aY>z1H3p>&teSyC$WJ8}(Fg_S&Ik6g$kF`fe*~W`Sx}JH|*E zY$f&dyt3Er!U0tFV9lsLNww`DM&A`qr1+Xy3jlD27u33kRJ!peng;-hSRG0S4*4`g z4;^EolB_j8>XUq6jHsTCbItI4r=@v3B;RY^R=BpU3`1jiqTlncCD1t3StbY{O)jx< z*R6C>%XQT*mx1jz@HA>2+;ZJ>KDNNkImaJ#NY#tO|(@Ls(hw6#^82%A3%mw~5fW=hirWeC9iQ0x9HE zqLJDv`9Z0m=Uh8?V~gGX0}()vD?NuvYX0JYpWITl67`KBBb%Co8lX6M} z^F9Hg?!qy9Y)#|Uo>dvUFH0BAVT9~Et1Fx@5eL}cl3m(BQ(UwB3@|s^HM}V2GdaYu zWLSbm6Q%@hanpv)GWSjIMy=hb# zyLs@_Fp;0Y1voR~tR4_%S_Hop{R7BL!#Tk{VV>y@541EZ1ME9ign$r(D$jY;Vi`Z& z1kHSCpFk6u)d5XWZQAj2=j;hozHB^}L@)a{lQ84hew|-~T4%{~jh+T`H4ksFxn(kj zrmf@x6FA8mVAD9V6^H|!w(nYd6zr4q?GEwE-C^NdElAv8ndGQv2sO8m+p)3IWrwGa9035b6j1Wh z9FC)5M7uStEyo7`$l4hIs`HSU%=!!nFFWRjCSVD@PO;y5Zi}0O)+YnX{FX@hB_?fo zIU2u0R0#B3aUFWDAic-W_8H(KWN!rZ*UU#G?>z}cah=ZQD6=F{J}I4fvrgZ^+$1n> z`Zpbeiy%P)*cs^>#4}6*WfXiRGkz?)E>z*VPKeGy^T?Lf$q|I9vSX)%9!Y4@zfP39 zNz-Wc{-ku)4g3r9Ju392%<#X65Hj-Qr!)H47PqqR`%YTicka~4@)$TMRu#<0)AyjS zqEz&5-Z2}2jz7E-oFuN3D1&K)k`3OLJ;IaHSvT-OX0jek(9!=l5!|G{fE+FM$sGj% z&`rs8=fnc)5N4Ro(Rw%N@VDcc_V-dEdn{$<3TuC0nHR_VdLMk5bl%K9u>S{--z?rZ ztS0fmulV*>_%Rcr6-1=~_kx+-?AX(Ca-aX$(%D6#1sgaCmCzgBMN! zgn}cyA&p)yhi}ZkpJkF9<;`EcEB)nN`;`Y~_-PX3qmv@yJjL?#%RK~^uf{WFKms|J zb(VD_o$}ozZ}~cW$AwYwF}s`g7($m)xMM5_4jVTgdSQHgb^Rw2;f_%n#2|Bm7txf( zUm&itau6f`wcK~i7}nt*lN_LsREi?p|jk~KkaB72^OLl2B^urz3?0r;nQuZp#sjI`pC1Fb6oSSK z$Vwc@#;gSRjjt;LP`t@;cpjM*zFA!7H3+Pip^EYvN{H){MeUc)?(gC?l`xmTQ9O$5 zCum8%v!=MJS)$VPezeKD+>f%fu5QJMk{+TGT6)YJqUJ82ev&&boh@P7dOb{2cld$i zj!o?1m6N#$2kV*`RrZheAKd?Ku_mb))tU4MZ{Qn^Dua`G0hnpX?I-tVW+VWTDRs{b zUFi>Em{NKYIU>g(!xW~$weTOzzga|u&mEsS`Y~A9a%JTh!*y$PL{(y%6m-_ zvGDJMLCJ|%SuP!81!OtTAAE28?a~E0+yuBBhwtMN1!kS5PG(pv4XXa9XMP6xFLqdF z)F(Iee$aw}5a;^JD??p?Hz4{o+$SykE8r}{$=2Z0oo8zZ8)zB2&J6Vbkmn|fYOisV9 z>Q9YifXmI=GRhwgJ;vLlsI_1lV^C9j52hxpLzdj@1-YF2e$2Pg>NScPE- z4*%Z#+a;J5f$*nvrQgK^Uu$yn+8#q7-BIV8QQsNQP=I5}pa1cT0mwKk_<;_`QikEL z|GLCHgT!B}E zi#~T5(`(-{Fkh}#A4HF>&$J32R}h?sk?Umqj-PBP`f||mpu?~nFE>t0qukcC=V6`Y zBS6J6Q1GDBHC!)z%Jp5uZxvwLh+E-@sbL@*qcU_3fTm2Vev4J7DV+2JX1ZX3rB(TF zSb_J6X%BK806?8UHZ^iwVQM6{)gwPCTZ|eD0O($|i*4ta@ZLLtLNkYNf_^It6F4`| zvCJsTXqmmA3>~PW4XRTtg*FrnY@Bo~SftdKdx)w_2y2QD;d-9xPy8c6MF(-!;6cD{ z@1gSL8&6f|_LzXKQ_B?a`t zQ1KQfO{JeL{$6eWiPEm&P48JOehNjd;D=(h_*4OaZAMk>zRZj1!r(w%s&sKTE>sgK z8E9oC!8%mtVny9O>F!#Kpp{W+1qDX&=**Zr0aG%AD7=kPk<t@t@$?5X2v9l zn2(1LXZLCAdqHeIeDeBWF6Ol-Hhl86HALupw%L7OVIxV>Cm}t{w>z7qr$+8k+iDW^ z9i?U;Xe>sf>*!H}MvtrmbmdB{a=&E2Hxde;B>`a;jW%kc`i?oMQ{__GUf;g&to(%$ z^tL>6J{Ac5MOx|i(2p)z>Bw#}{*l5f65{QeeuJEyVJ z-C2d(lnY9-1pSF7$BVoV;eyx-W?7lkmly2;DdFGe!c4U&CCkiQI=VOUX{TWTd(3p^AKd! zMHi1iy~*SFhQ;4zVzW_(UMPi@&z9hP1x5yw1#e{5yBTYa#6roiIFK!?5<0$G> zu|+p_sB&ega^Pje1)G26_PDWqrq~vi=_O+$?rTX~iwV$W^F)ilHfQMLhlEVLt{C_O} z^}v5U@Lv!7f2ju$^N4!wIy}3F2!6QiK64|H6I5Qf%&(UM>;f?K@tK|cj~THvYd}|f zw2rzyXpM~ZAB+G1W(q=i8}^*RR>@ilJH-WxJ44yKer^u4TZIXHIOZ`G_pB+T*r0v@ zWN%i~y0_le4b{~v#?bPgNb1bFL2dK+O4B)RR=ohEW+{%!tzf(47536&b}RP9V%B5R z;5Z3^3H!sQ4WybPc>wIkl6DO_Amk+bkFLax{4L z>bH1yq}<(jyeyD&%mtPXUr9R(1GAeBB)jeM#vEg3PsDgf9;Sx^O=&3l<>Pm04ahp0 z*m)Vni39UW&2gBA4DX4_#M@a9E_fJJ*I0oItJ>EG&AKm5T7lm$?hFVkq(-_6X^gTe zq;5Px%Fdo$4&1{Zx6%sfHKdD5c6~TS^KxHdn1rCsLw9wj!bBS$&4!F@KM~xnTH7(Rk&mkeTfx-}`KS;)%G|!80XUmT)$$;}*MZd z{+P&fPQ_g|P?0cwb7og4C=ZgtyM7d;pEjnUE|Y83QofZx zTV*H-}JU z;TJfBw~%8KY`ebMLb+~TY3tEOqrHYpA)W4Vx4_nIG50fo@qo8?kFwy|{t|%!J5kHZ zqGt8|fjL@RsSdpIh8}&IlpYR})IR;`cLfvU4MhZ;aU7<@0=D>$axR-1g>2_-4NEHBeOe5!SJuAX9jy0m8Jw_GJZL*^)%0p% zmozA3xCxJwaccX`K0$2g?${+Xg0Asi84IZtE#C#xeX@boK=72JYYBeQq@tX~_1wWV z!$ZQYW!yF;;!V8XP0oAk!_`H)ZJgR`m>`e2jp4?kYnnkq`Wsd?{-$C}kff%qz=q-{ zoWUH#3!>1moj%xtWnNd~XT@PJa8S`UVLKJ7Jj=XjFvf~?-88nZc-f^bjC5l*CU$Dc zyDSiVuQi9JUFcAW-oBx-YX~VPlx0YcprXO!F2q`sZHrPcDRG1Ps-(?+es6P+M*{;B zcGz^tRHM1Pyg}r^RDqCw=JTTHs;xpBth&vsoT5#$BtCn`HyF;6K*jrJ4|B#1QS@u_ z=ZWx8mzAxlg>lOoUs);!sj@zKxZ<#Llq^1TSLR6tLNX-saLbE)dOO=j?+u0597%JD z&r8cEVXD?o9{Omf;3_FlY{=r~sJ+mvs&mZa_!PZ=J2WDwE@MS4U9OxG5l-JqChnIeFbKPxT1MkTFUYmXfdvrE)yFM}1k^82f8_XJ> zL{rClKz5G|G%GFSr-!CdH;SDUtPno*7*cfCG73_Q<0gd`-!~=4ZUR+uI7=V?6$^yc zHF3IY9ivvW!-H-E`omBs2AsG#4zOxveWwTWa_L{LPZYH7xGPWbVB_`vh5Wbs|6vc< zL;rpFg_D204)Yl>F?S;emtj^MgFu6l0#EIcooG!Y@3YG{GF#$t{1=5|f+P5^ymAS7 zXtCOjtM*|}?87a|C_Q@jPEC`v^606FMl;8dJ4_OypY&ND9nm0m+BD$B>FYX`Jrj8A zhb5|5BTLaQKTb_foH;L`VKD=7(XLhySTqc}c%}6inB@ydFM-Vk3q0~qu2N(XCs`&b zofj&8o4I`xpV>3;Ntg&3@ramMW+&M+=4#`++7Zc%!xueC<7rXJ)7s%gAh7BhRnG+8 z1YH)ztKqlh7Jc{bgSFaji<9hVW}x_n$)afn)B4u*?vKW@cpZ8NaDKgYwGmX zsoig%&Ofp)ljG4-OCpvL8keRVg=ScyR}(@-(z@LU9@^--9=$Vhx-2%x&v$WL!rDxc zx$^ZwR%(S|&^W_=9*<>r#WCU=H6ZZE$Q^RAy_mErU)=Y(CR?AbzmDU?jo>j7_l&rQ zUV_3Cy%TF05$?Kp7-Hhbu}U^%-U*R*QWIOkNH$8t%EU!OqbQtf7=|v>&&=$cFx< z_x5r1a?Q507yUEB9v48f&0 zZ?3T>!98~O?0$s6az$WCVsxAQ`MwX6ZGA9>$c&_K4DY`6zMEThb>zE-I&D6;Oq5rs z!Ol-UW{%tqP-(=*la0KwwPfr_<@`{YCqnGw8m=ea`$>KGUWFbmJ?gDbgw%&ImlTeA zB@b_rAH+K;c4Z(IQcR(n^n5^nF4c*e^^~5)=TTY12Q|}<$*vM}XHmBr`1Ojo_bhot z$sagIDQ%k{?{qo`hYs%-4{0lMLQG2+E96X=>EwpE-gH{ipt?ULx7kF??z}HX9#5c^ z;E~Z)(>FK1uxYqul^fTZpnFe5H`Z8}`%p$#bG3VJ^xJMC@=yZYaMQ?g~KNIHAxNH|SN zTIJD)v?le2FC#jT@!-9b7wbixWH&kxbRHpQdZBCAB4)+kLf7x|Lg$SOr@j@vi@fO8+FdjO-W5+rcxa_>K&yRt`7v6q{0Y^r2HsPO(tF^AtI^d6W<7b9jIGz zH`!)_D33XR*i?`#c?K&kc_Ma;_5Gz`Bd=$=`M09wmf|kVEO9wXquM>tz`s^T=R`;I z-dMRJQB(r&g@M17-xJzEah1C}aThfrE#zF*U%Z)7myqrEaq2b^x@^ICW2&57;9?lw zeVV%^k6UiA;8BZ&2tVR7NcEl@N6jZg%dJEZcR@|S#gj=jeQv6Czw4Gi%c~3oYQC3- zIupb(*RH~iUx*36;TtqAt;>*_`KEDpmH!&e6$L{ez507{Z-@BDa2(8zKDcE}{Y9{~ z?~;+&u&{*#g%ZnnY|0+kl!C&aJ6M($7~ZWH zZ5%8J&X55DgF9Or?k~bc{P8G_U>j~-c$2pYpB<&55pq=k|3!csKX&)MMBS&|X-R6b z)md)3*dORQ(N&TR54sc*+nhes7F|OVHBC2-AmZB%pfb4QWOAWMLArD9-J-y{cp$U~ zrSt>?H(45F1J)&9m&72(iL#K}#})RmwfXW+Y1}I!KzwFsRUZ@I+1Kwk6`hqua`B^> zj^tHmNPkc{aTemM>G*Eh&Yr-y8se8KT5e z63MY$Yrlrk?)?gb9mVBc7;LW2J*zCfkN`VPiFCRZHb=gZZG(xcl$Sks6x=(?>b0G! zZA&DQ?giP&7^FMozd#@`9lnU6stezM$*yUS6+oSi6MHw@hgf4&j*5~zw9H9d0v-Or zg8)m8Fyf>wwzv81529)BOTs!mu_zBQw7V6>k5XoMKN?3}io+L8Caijd|L&_N?;Tt` zVH@4U`S}YqKg8lbokM_Oei6RELt^!&}m(dgMk1C%{^fC1Q8%K@j~FeWg^D=@RrFH1jz7la8}t?6=GE3Mr4a> zoDfG*TMq|I9VpJGdOez+e)8%Qe^M{xYY6wnYp-EkAbu@gn`ldkpTX(YL_`O>Ux}#a z1t((jLc$j@nk!z=F%0)wZ8hRUct*K90R*1{`M5_Nsv?M%0jJ;%h0?OSMhw``k;jy;ZD z`3a1kABSGA8MuX7{CHm7J(+8c04Lc$@j%lu@VLLJDi`e>676XkyRXU8T3zeAwtKC? z1%<1~F72S?&h79D;I!}FiX*yJ4D6#qwM3ryj;OswwOu>OI?;aAE(qbqEY0X$s}DOL zU9)3*JqIqlSF2nSiXi1qZqwYWg8JRxOQIw7w32JQ;74(FJUM~*z7c^r;(Ton-zavB z*efEX91~H3g6s76-B%0myDy7$VlIKhXEZmml#sh-#qMKaS(!pvIF%g_7V>T&lBMAcJB~x1z^5 z7!(35UXi@OIP?%@`*pBN@e(BZ@}Pj^efIi{50~xx<}Va3O1>IoXn&LNK@zr;kg|Q9 zf|D{P;C}o^AiQZk`Ge#jZP z4?E?d7}bmYAzcg6rmH<@mxv^gB(-giyegX*Uc4_)FwjGI zG?fQK-4FnGIBbHpv>$G7J_y<`o*@|A<~mx=hgm8J&^T-|LR->(Z@ZO?E}NKGJS&DL z5gtXRHT5RrZp?${*+vXgM=p+Tb-4=iJT56S@!0pep68cb&Jt$2g^J@a&c@Z6eu$<= zBq@%RFuQvM;upk0_Gfzc@>MSr(Wj@g_;~b{3<}VJ8s_Q8(#~U)nm;1EVZ0Gp-SJSx zvxAm}hnJ^yCJ65e?}LXQ@erLKrL{4!knr-%%nacXRYY2tq@enYwimKUJM*v1D&kR8 zL|K@4pn8tB6|yk$KAM>c#=BDU;A5-%E9Xa^Z44|7&W~$n{c(_?AEJI(3AUN%CZIt| zh-)TD7UB$O$`XwZaq3c^dol0TGHndrcosQo(mCfm?-6QXto;TOqhiz%ho76#WYgW2 zJ#@V|1Z}S^l)LGTTisI?(I){znX3~$4DZ}b1!B;>`vz#E$RPP<$eGsH$?1432#_J?c{$=8-7GIXl%)x-;ry%eh#j3YC^-=-?4a ztxiX3X=!TAh8rh@jx9H|nG99`6B`H)y?8 z9)b~p(-p!tFxeP{9fm)aOORamiFcMXS6!V)tamm_G$CWgpmj;s)D%D7{_3PuGK(!b zy4Ap3$4c*9)V@m8K#hZ^c_7*Xv-PlQPFK}jIik8pR$%(CH3s~*cC+DV=Se{LB9<~w)ww5D^EvD@#qy#H) zkel|%MsBXhNg z*$9;wv);i>HgDm=vJ4~Xh}Q-MZs9#fYLh9A*AXKI9IZ#MVr_ZiSP0nR-nE_m(AM@5|-t+0tjkW)+79%gy*77>cRCX22|r@AGMET^Q=XpW)( z>@ugQ{q`Cg5%x!i z2hM6lvoR_;=DmYi?DrLicr)&7fsq-O9^!HP&7s=05J4~x?|HoL5x^75nnSbYB+{;# z1=}##ezJAC)t(~kxo_hrrYm9Q!is62s1}vHXX8O+z&kg;V>kfMqFWPKfyQT5d7zLt zADdGE>~FBWLseh~&xM%PL&N=}YmI}kG9wi-(6-=tQ(lyhzIW_$&k_J&K6Ld9Z= zAs_t>p%~6F&;3GY{fJG*WL$F%x1fpueK{Z3^tAruddOh5Yx!rul295X5Zt%RJb(?^ z2&+Y%Z;v!{Ex5!Q!Mh|4o(ZW9@0t~lm3$(^5yp_fn8WGXX=Q!a)y|1aT?x-Gb=jB3 zy;r`Qy$eE6ElWktMoO!l=2W92=ck9iv8Ad6*0fOE3w@Zex}74(wEPfTmn}C|q|24hG0oDtpJiPFDQLFc1*e(I99`$Mf4^X3D_O|2tcF!Hc|^U{b_I8oMUP*P zW6m7W+;FLw)72NW!H;_CQI!- z#=t~T>A7|a-S;}3$M6XDEbQdE8K~UvQds2}cY-}C^9Qmc?8wYUBPHywCXzswoYj(x zA+$K)n&3rFog00vPV*KWlvddGHw}afM9EhvHauz}8vf|T!aCy%Pj?J0?m+(^T5_}O zXFxxD-smp78Tm_Pi(Zvk8Z*eMVV#iNR!Ejk&8S7MS=R28B`t$^_MChsGmiHX`d!ac zwwCJhwTLnllE4xIW=>%4QOOtxItl8)V!ObayKT`n_0Usv_i=eCZfAY7BX`!Y!2;{- zOV-xAEM0BJ3ZCPF;fmecTTwkb+ZvyeWJZTw<4orp?Kt^OkB02{K9(#D3HjFuX{%Ir zv&7m2!Mr$Zvsyg}$$OGDV1M~??EdAxr&|($tdE)IYHMN%bf%2??3Gc%>C_TK7=Dx7 z*kaK|5yR7F@gE_HE!|TyiJ36yTM)b0ZHT&EpQ8G{lUWE6+Tv48W zI~6~T4d$cJPSgguHER5+=OsFy0V?U-agX;8+sgH_l^=%OnS0f?v;8c3en}XuUN>?U zgEo_Ddnw`5?A?zATjJ(1=5OA-G1oNgC@^AGP^m4}XGszZF%Z+=_mUhmG$L)=%df^$ zqBQ9-Ct5`ejkHeLBh(>66zE}c?&y@^NjGax^#C1cC7@-gqu zbU%@&fq3G+sXXUx^3MRhMUexONZX$L1J(}deG**@yIUgdRRtAmpR!F+$Iz;ubeHg} ztsx$1)_vNFa!<$|U|rKs$m!Nn({J$X2h;T}PUa2T%{?xTTGJyv6qtHaW|o*7ErBsZH^5KyrOKgp__b-;ROxMgoG*t;`y(fm$wk6e$^guRizgxzg% z1r{{4hWcV5v`T)SNhRk=TcwE99Xqy;;^F=$*B9fgwn6#qsRycVk39$UXCUkuQNz+c z`UklM%%1_X^2oI=E6YM5y0^EMh-+-?C(XP#HkX|hrqsC0Y7h8)o%(P&Z_5}Cb?lT} z)z-MZHM(mqBbAJokntj7-64yh0@B?}Bi*Sq2qL|dG}0Y{f^-S^d-U_Y z_jm6<_jO*oPt2UB&b-c2!<)kINQx-Nx0E`9FCgijNU&WDx6vzRSR^)UNP2P{kZl?OS+U<^tgLh zb-xBQ6V%4Pe#7|Nl^f3eO6cK_R7e7Dc>HX)e7WAvR2hyiS%t@pr1g@jbXVzYo?>NL z!bi^s3izs_@X~UOTc^yoI+Jg zXY{7|wFY0I272ah+^8t0qP3wew^XJ-a~o=0H@@uJM!(I5^nvS&{jXZz@JlD_D0+3a!S~uM!P^y zvS^vI6WKnvxx;h>9^1GfGWxCUglSbl=X=zJzi;r+zf>z5oj$F9TZa3iWp3P)7?pO ziw?gV?);8A&3)8A3db)SwFbZp z9@ds*_*sU6I2*eXg(L@fv5BpFt=ra;$z1W#$9;_4aS|SjHK%JIb$N0`X0POK>61Xr z+s3`BRquu0M;I7NR9dFwFT!FZ*?15=5|}QxXQdV z?af;nVTyRwMPGV(xn2FB_R6r@GEUHqYPO*F^r)`VJv?lAb=^!;b}jc1sbsg;dc@N8 zTPluGRt?(Q_S3teqcdbFJG*sOo$h3_yCJKyi`m6Y(HP#II%0o(bYcCga}=CVe4pK9 zF3VgA%<><#Fsig9mJJ^4ZR~6hYQp`T(8+8E%^J9Iq~qKlnO7^vpSL}E{n9)7 zX`O*tfzGPm0)gH-vSPff$0-|yGKqB0OIBRG>M-h82J3{YqdFzQiO96iQ<#cg_jf`hLwlYe6{NCphUy-cm(m=Ot2Bx@9jzrT_L_q6%(+-ox| zsQymZqJ8x-Huv;C^DZ_@J4CBe&zVT++j14-i1VkFo60M^PaJDa^RYVaRT6u)dkgU~ z=^g$pO=d?e+oWFi?ufdTZAr2LcdNbE6tjwFgq0-wwb1t3DC9ZM;K$Oii1+i>K3~sE z9@dx^$wXYLrMfZ>xPC!j?cdO@s_a*HNY#Fv)s^P>t5iD>-9pJ|DT$*M*l1OXk(Z}L znc@PfQ7jQHq}j?98Wr=xkyg93@q0zct39ESDRQlkPE-924!ZjnG%{6e8YeuDISywe z{h*0##;MQ%nks#L4M)?^?xUyeA z&s;KyGBoIaB1@*Pca9lQ7MD?PlVc{)#jJR^*rzTMLMSxCKe^tNR9O=74K=`?K@~d9 zx{$9h+^YO`rM=Aj;nt!RYW8=9UUp*K}y`eHI@@NZPGix*imhFD>56|1?XY z|GAXP>eJNo^l3Qgjz#6lS_Y%( zhpj1Ay5ZeLhp%=F=GfP-6}PTmx;_ciVlYa{(N@h0{5IA^gus)pX45B7O$(IFb}Q0k zBP=V^=T-d&C=@A)628}JzGvtK&_GlLkck(qx{K&DdI?k74D@YZ2d z$!aGAmR1XD-GWB=8f`>A8+aPzH3<=O74VjLV<5BfAxNjynN*v`*o!8rJ1evqO?W1} zO!3V`ajwQGIGZ%_!j)nFG;eDXsbB%|?=>!ow)dDfj*tM$RrA5;GTd4Mx4mqKGJY{G z8hYe~QK<%m*Aplw4w99q*@&7YC$4x2guL8n$3ouy?7cD9KnCwAx`>;`C+^tEha?wE z_m_`$rl8hzF&sxu#gL^m`)ecm!v?InqabLyRD!CI!s$Ix9=gMgH*T^m_IEw&nHL+je^3m}F7Tf<--wF#H7|MO6!&M_@z(FGX)K8;vI$lR^}{!#Sz z6iZ0;7^Y$F^8-N*nhFR;31@8AGFEI4gSxR2t!XfO6liKApP_l_WOjL$DgC*DVZQ<{ z&t=+d|A=dU<2Lr#c*3wyiJXpAH6#IDPM;OE9D=Es_H>^l5-j0}7Qq$X+b2}sCZTU_ zwS|sv5?rRqryn%{EF#|H0KqQcW1g}isR$!NNk*LRsA(9cm2jJXk}LV-X=VG%y|#od z6W@9wHwcy>O{;^9b$Ghy;3_1NMXd?KdaP)k$(Fs`23w5IB&JE;6F|0n(@Y3!;YLIa zGD@D%?iBPlwvtmg?&hf!Ncgo4nNBR)%=REks?uo%Pgk0&OV@MBXTG1`ell=I^?rUv zpz<=UFMSKbJ#53I9mPB0e?tJZdUyZ4w@%{ZbiryLALfERr6iD`T`U}~$8qe0Rqk_2 zQs`e`@$N|~^Nr^ZQmpQn_Y7H`(#Oim7OuTRU6>!d-YWMtCF74HuJ}1%@#qB>xg7T$ zp%W3>A==8+Bc)$*^|){ZH!a;EaoC23ZWIC|X)_V?Afp4#@Y)d2vi?r^f%lcXekyrd za-jlFCg~%%LlkZe`YbCK_cxlIBs<2XrnX=~{YTG2<5+vRtIJ@CETV)iS!5K2Y)zQsL zGJcQo`R``nx2Q8*EgDM(XW(y@5lUuJ7);C?Onf&OlIr=S(SN{!=o@s&;v1RCvj!_gQBly`a5Wb-1HYYwr^2+z1c) zl%p298GF(zSKtDyhEK9IS$bDZj7w#5 z{U$RKO~QHPt(mHodP}=~1qOQqkCp9Zq6|w~kn&G9Yhs)fbZ&8mQ#|Kq+lZ}U5U-U2 zvy>zB$0blbpRnNrR=G^=H<`o<`Z*&S?Z2C-q_vWL{Z+4LKLtJTZagyh+A4095GPeT`>d$}daf~!#8R-4hhBSTz~=2(kG5{YTcn0QdpI%$qwG3^8gb9~!-}MJY+PGMyM)AdFJ;%7YAza`i@kEe%ii-h#Ww!2N4P{Y+ z?|I&`ja|ypH{+vFM~siI14+bTKBi%wh0{&bt{(&2WHL5v-?!*Bv&IA$xyg~aKw$fE z{7#GVo5eau9FQnylL^O*Y{Tyc`%ZSO})*c3EVgi{fCR(mvro> zokeQiT9Ty*CD%J9LKm8{6v)?JVtoy>TX1|AbMQ>ynTy_f7c3ifsl~Nimxo%b@#2@g zQrTdA^&Et2wAB?tGF9{2>3fJ=Va}VcE$$Pg(b9%an6?OrLa<)y!)!<#&zy?%d7wj`~JSw5v!%DS^xEz)=CqT*>q(xz4|A~ z1cm|b4RRW&k)<{4#xH1Bv&)x$NlZUQ#C{mTvH5dYPVwix|a?{95S{% zAw(OCKIhmNg=!jY<$NkDKbqtMV9_~2O9VG=`~Gjx?p|CZwvqEXo62>1n}N&;rnyuR z!x0{=at0vewoca%W7H5-;V#X_wK&$@qtFO^R{`}82cp($ub1oppbT)2|3Q&UB9lt; z>`R9gQc`L7Oop~SJBlqMo}?^3cvWIiqYY`nAoCO5qhLt#pWICxphXK&d=XX6+A3Zq;;lm7Z2lTePMKv$I#E zL3)x!05jEc!0xP&%7*($1b$_e$bv686FOS`>5Uko(go#5P5sJ(`R@y3pWX+vc1w#d zz)jo!pdjD8GH?S~JT#XYL}%I?RSNLpnkGCghS?3aekVDkx}!AwGcd0+n1;Fq)2 z?HSohjG@H)KPY-`AdC^<5-qa#n6352O8GuV>j#Bb_-pL2{r8>a`i^NX=aW3@Ust@= zgS0>LV0+bG>pMNGaG0g6)~TH1c4J;*U3wjYEo^wui9AxdzKD7-SYErPUHOBO{7UwL z4VMZ&KohaNn8G#tt8z@|$G5)WLz!&-_o~U`-fS$SGMk3>qEzM?UW~6qN~gVkXY0e! zbu+JU?tck%qAoO5g*{r`TIRweolhm^4k02+63_bmhFf3gNrvf^>481n#Z|kU^_$-xg-$D(HtE*LYE)?# z4LP@ysFB88Ht9QMOW&IRNIpsTR4JLUES}*p>oFJ@qpf0$(P?vAFrxC<{MNZzP+v7X zlELPH}YUJ$36@g&0@AuKz4pv2*A9jl$C(|1V z0?{Jbh;5U$iU=Hzhuy(Nl6gT&<+1fr-b?~QoTk1*T3XiCO1>=V=Udf*RRh{ngU0=5 zzC*XhKS(LbDeaF3m9s^kD5VF>H;Ko)HkX00n90eFnqyzO@nu zL1zSX8qsrI7spprWI|jn9U>Ogyr77I-Yu(>=8w%E4`Yf`*;#3tP)o*jAY5nYPt$PL zyh%Hr)?BZb^9AYBqZUmgNqHU-wDd4cDu9JN>yZ;dhg%AnzV)N7`7V4Cszv$1`03hw z-me`)3Sgt)E=@k4Wi(8e0Ziv&@P}iACb8g}+az?|14ow;8GLbWj$4AXk;I8dUPuz?(Pt#-*+U}y{~U}8KqNgNF?j#Hyb7G`!* zok^--f++(|e&ZuWatO$iwkKyjr%bvZhE(jMeS&>%C==&`+JichIuv}}DOQ1e5zByU zQ-uO7+oBbOGe+$MDPwQ^V(-Xl{57oHTf+x6$@`N)*wl(5v99HgI>>u$ z{2ROhYn@TMw^6Zhe*X{6@q@ZLd;6*rNzF-(3J$KIB5EgUC#okx>;U(G%JwN=7zYz@ z;cy#4$~Xm}o}es~v2|HqSlY5b_iHjm0fr>J$p7B46Ms7)+t>s>K8@}BP&J&NuQqv5 zSN0rk5}zADYUX*W^8H7$j6+X3(XDY{5dgFmY-n=Fm%iG^DFO@qWVPdpdX$Biiet;2 z!FDSTXNeBZYu?G1#n*RXicm{oS1Im&{>DSiCT|M8cNtpvG?`7;R-TKlutzaM3d?ez zm=_d)=J~Aq2VA1)T21-s`^SZ{lYV#|ulVnBXq!I=6~|KBNq3lJg8D&|tx1^y!N`H6 zbl|<(0>TN*EEVEI;|dDQ-$SXRsY^wbHfcVlbZd-%<#)cKF01Q1x$XDg!M~vB=+O?JzJISJ3!B zl<-N=f6Ula#6rb37H&JY6w)p=l7XeQ25jz_g~L8f6IDdE>HASlkson1(rrJ55>-wY zMqV*N@W#WK&aHONM)f89`X_t8{eqhn#RsQ=>!e6g;~>Ump}F9_-+^JNzgOF4tnXqTD(X99*_f zXdS2X%$3=a0?T{G|0TxP>WITM+&_!bVAuuTL|PV(<6cmLtW7{lxAeyycP1G#)+TYl zp`tM1Xs0i5Cf-h%V#ZoG&Q3UEPB_lmcuqKRPQe6ZBb+#+p!=8Y|JVR0|D*lm`&;F2 zO=UqD_B~qiyxO9rEMJR&_B=PoEvq+yB~iBvZ_c#wwCAROjY;v#nyGXN9rxY4(ropT zTr|E+_)9qaN6>DTN^f~E&#O-VOix!`wwC2<7f_!N;JA@_J1jmJZvO+gJY`<>-^<&B zvEh3Q=C7om$t(|;m>sFfn+4)!8m5=YD>h0@$JWipETt_u`+01XLTC-kK8&$d2)q#H zAkOb3{DbmTIrO|JfwX+cWM7L)(Xc!p8C#+|@!<^rLmiAaKwYE#wg{&4PEk?bw6VVz z`l2DM-$5ZNN!iirTEO}?+W*d_H}U#K;*>lLK~9y`*wYJ@Xo%T-okx0nL1Y7tVoA`_ z?g}cerv>TGS!M8Np3E5_%!LZ`&QG6(k*@C$72(5J^2K_`Uc*o+;a^rDuwHK;q$s|i zdF8?%6fG)U?Y);q_?$uB4$-&;*lf=|fl(le& z2Olb!Hb;P(8Z@{-(b#~MIJi8ir`!%diXP19h*tWQ-lHT@YzoV@RbeURNMxB$x0r$* zHcBeu8C(n?NNSIS1hETMu#0H!dY_+1TWmItkk;NI}gD%c_Y0}9Czar22F2AMT$8&0s-Pz3u--sQuptWWZ=pUmD6nJPl{&Q zK#`}i6Uwg>K=aZX0q+uPxUBl6E)@2N@f@_l92oPLr+##q<(wK)V#T>0H@O=eBT<=z zfXL>jI$@ZcVbf?bKc7xY7Td{yd7WO^+7jTim!0}WX_;%BV)&i7FN^;glK1_MhrGk^ zL)E1a80~0sv}D6)uY9OA#r;w=dfjYJbG1!m_g3Q!`+iyDOqSow=)$TWY@)V9KKNzh znk4P{IDH_=w&<_!fNr`^!CmfLiPmx;4vhF`wkE^9(N;U6hy`D~Gg*ux47&gjt58+X zS_`I_X#cpI%z8GpjR=xTqqRibLlEgKgUe%}bCw-JIId9(Q)gUnxc0*Sm_$y($Y+~$ ztbMqVL@||z`Nc-=i&AEi?U&g^mfhzM7{Qwj*P(BCms0pHpuM5Asi*3jZw&+KsPxiF zxt#b^GQ|%!1h0cH*XvfgS&}>iN3VHTWKoaV7QVt}D}22s51bR%x=2p)TdS{G#1o#^ zEt35Dav${OTE`?0lVBZp^Z5g0z3zGPXm_qX($Cbix16n#jo~xo@+8T|9Pf-TVX0SM zr8oKyii670dfig@XP!5q%71&X>2+H=~F*dILAG#l>jBH50joG%3Bh_9f>UZz*IB9q3#eSd35?r@3HJkF*f>WHqKaNwWmA|4 zos(~kglk})ImttJ*QzT3_r3rShtAgKw;GYaSwcZ1~{W@hP&s29`i;f?bLc?zqyADmRzp&+CXRG|U zL<}Le#zqyYokCibnV_+TX4 zzQg5z6ktS~w^-W`4@kDSo9+`lNBln1CLEvA1qMt7Sv3{06TEvCnyo&;%k$9RFSV&j z4ii`oqxzJe7fC!X$S?(A9z@Aif29nG-A7~Ml2Yg4Vx`dVNfsE13A=~d#BwyTO{%Y@ zrOo80sRsLB+h*wdAV~2z(uu-{plJ@_R(Q<`)Wd3$UzVUjA3!*~^4eYWiA9gUuukQ& z!!!d}>KA)9GGO{4y{JrlGf&l+(-|G#_SL98zGh)D*W}=HDW=B32usgZ>3Wyg@OU^# zAW==tQ<#N*4aXG0`0yZCjL_=CP&PJ4WQ~==CcVnY-{qK~z9os2#Za_%#SkGD!5AJ` z97s8B*Kn;C86NmDuev0M7ukWaiABA>Y;w)$wPMSYoa`XQ6&af}l9jV`VrPRro5vH)EHDB^daa&(g%g-;a}#dAB$kQFuTyZU{MQElay3gV2 zj1^6cD9f-@q)AK0^>m}9WN~_`*iWbto;qf3XGr?Er>G-O!s6jc{buls$MuVTm4FVi z%ifb#ve9E$96I6=Y)9WMHPsd^uTM&pg87(6G?JPp@$z(^Yc$KFTiK&q5glCk7`TDE zP+~U1AW^_~RTqJR0m6-#BP$UBmzH;KiWv`oRiVuc*QoP5|0d-W;$8CLLtrSlf#o zG@7Do`xATKx+(i7@3s)Dm#?3j;E~fuj;_m@nk}Rv7WGSNh}Jwd<$bIYJoFca*{D2I zUsA_0%#=V(bAk0@W#jIm2alyR+8Qt9%lk6!7A=p#w;%qXq?HTjt}=IUhBY zV-~GC5H(#>ecuNz!}yJuR4D^-=Hq-yKdlhxUeWAHJO=$R@{AOc6+w8{{`O@8KG7$A z+pbo%;J)ysRH&^1MuGIo0T?!J?I?fUq?_%K;HN}jED}Z`n->AU4m5_ zyFkN9`~zZozsJQP#nAOjY2#?t+Y|jVgpwYIYemyc#b~Xj1lL@7Y?+DQTvRvz*E5I-6ca)nO zH26Vw+eV)oWp`%gT)Us7R(L$`(466nwYhOD`ywbzQKZJ`G1QW{B16r2iLVtoalnEk z_5IDvE{m*tIFLPt#0Y=QXKvDdml^XSd5OS~#$hu{#%O+#h)Pj}<3N7TDD6!(w`QlV z8ibVhny_ovFqBKvb#U{zpiCTok(>AY9;Ojab)$$yYn=zr79dBlT@?HsO3#vf7KA& zcu{iT`4{>$Q!BD}LZeNWoM4=F+wp|Uu5ENK!3CGdtwWCx&v_dT#pLplgKZpwQ%=Au zGT{z;ZL|={T0FbnM$fOAc6y+HJ+UQl{TGN-j)hxSIjC#SJ$A@h`a6Go`G5( zGX###<(M)|+PN_{5I7F7k4yFQAEmi!5slhrX$;a-2vbJ;OUT>wC8;5n8e5@}-*jM{ z@UD%iz-`X1zCvJWzRtV1T+ley75I6nlBxRUGlK<}55GUoWu3LjnkMfv^fx#Es4LE? z{am>E^0lqOkgHq}r>#L-)DyVO&0G%P$;w*$GYxZIrR0h9~F6x*bfF-e0Gz3StU49HBEO`V>>#iLdJLTH0K4@e*xp4`StOJ|d^O9)&7&I~&?@>u= z?zD}MZ>s7E`>y-eb9T4M*SZdz=g#|xHic>Qk??Z??aC}sT# z74dcVGF<)|@WkrzSg-4?qL>K_483IjF=u9Cgp&++nd!$d_arnySzOhL98Xvj^HymW z3Ac6foGJ^~TmV_-APXgPT7$_oR-Ez@bIwb@F_m@KB4a2F*nO?H?pR}du-Q}HNC5 zUQ43x@>tET`ju=@xVk9+%G6Ld-PKk{@CG$4SgRPAF>j%z(MtVzezI}Cn--8O^(K@J z8u)Dxz-NI#>>t+fj~&QW8+QTWeCMZE{nIcQzJ^UmxdJ`h*arV21=#Teya?087yLp; zqWTM5yr?ciV!=+Lg2{iQ{rgOqa#1j2MH=T~S-DG9ZUyJx((_kH^A+V9bw1?n3hhP%8NI3Z#>dYU&BnoCS4h$tCFn)*lb+@kr5OYEKfc*%M1pvM#B5eTpFkEHW z&81nv;0B4etijGN!ki-fOYlVwz~jYwxfEEraLcG{3Igb} z{U&n;BNAq@8W#2q?KXE^9VRF9JohOJ^F51e^M__l86zet4F^hcDzsaRo;53uqeAUS zL?Lw*^#S#^Xrd^gFnNK*VB(auS{#}jhy@varOmX4>s0qsZtn*G+OHa~=^Ws}(fpbG z(frWhA6tWJ(Eg$R$Xx}PLb)qYja4XP%33ZC?dgON;gkX}pMZqru7!oAquqS^Zjv!N z@W0j5ZSw4V*^~?u{)bYd??`v=Q;*v6hdy3CUQvxV0c51+yt`e%{?j)s8~S^6Pi(5&ExDOktzEs^*MY6*B=$BCGyqXXx|tW`drN zj`zEzX{}%MUL-d$vz%uzF`ZDso-aHV!K3D+(znci$xt5t5s<8{39QJlu8R+^H*S}u zgQV&oU$g003&_#}Mg*EI+Vk-4xUje~jIh{*89|^%A=Lm-sc3tjKi`oT{l99f0;WiJ zuD>4?jt28H0p=eZs5RpdpwPHru-N{n3%d&!P^w*8MRKUsshz2v|1W8b!~J{cS`8E~ zS1}QDYEEigpx}VT<3i|b9H~Z~_<XIXa+w&{04Li$Pm&!agE`#!rKTPg>vxIzr+ygUC|lQIngwrm{Z39aqXOAzyi2t zn6=EgT@&cLHRrhh>$D0Ck zCDosxL1RXe^{s8Uz+8zstQioOGj!GR3s2r`R{gHVv;p%w*c0OhVZ&_2mc}_o`ceYeukfb!V1e_j9fFs@a}NsV4rg zB8gnTW)Iihg(8rSg_F%!ja)WFxF6?=4i;K+D(S2ar>4GB>Nn z;Gti-MoF&o-G62mPeL8Sq|bY+Hao)uSjBqvWrI#)g?2gBoHdZF zL}3W@6&q$~zC7~9i8*dJh>|YOLRsAIk_LL)(O<)^e){B!EYoZtQj?j+5KpGNzSKew zqLv(!Y^SI-rW?iqU0;qc19e0Yp7&D-3a*D$VA3j|_-d~q6?orAkjMsdjWaNu`I%EX zteO(0P51biF%mb}r|{o9ts^+BG;7cVM}i4kK%OfuSr$vVBv+?|>bJ+6R&T{$S^&_a zi;zZ9>^C^O99QPHRA=)wkVQpg(NrUu$v&dhw%!qEM9bvHm*u!O%J%d|U6%nzx5Avh zDf1+`4E8RR!%1FjPL23#e zmT#B&mh3j$mCq|!Qxz;6xBIy=dLsh3Pm6gyj|h`0Ru!hba7@4T18I!w_od>A4Jsb6 z;eF&f*D%Cq4qzVZI21bc4K_>zcPkg@$rZJ7kfT*zY$`O%((8c;HM69TMO=t;rDD}bG>Q%o3pH$|GI?C{<3+}$#pWn4uGg{2-95^+?*^5yPbKajybQJ3w+@YXW&T*X z$o26eV6M&QDP1^w6WQ6A5GK}W^=PxlF!rXtB}HacXKse>Yeze`>-CUGAed$AQ!CW< z-D{aS)upJk%1~!ZXs{XtxFXdp!hPkG%g~}H-hCTM=nfuR|NTjoQMjU!#9^Dh!2&FO z{3=Q6L5hM~+jrGsD~C#X>4nwqHIsl$&2f>ZxmB5HU&By5(R9TF$?W}G`ZCtgZw*9? z%VvL2FnpD6Yt`f*Wv!UuxstO4kNuQLx$q--sKc^7yMvJyj=7&ec_yB=y-I zE6}oE>cJ8Vd-JwYh@S0MvB@bglzAJOQ@y(JNOrOt7$mzvV(U&=jLb>DJ5QWL-D~=x z%xpQGR-oVhAop@g z&_{l|QR5`EdI49Lfro3^+^_{qK%3S|-^9g!UKXtm^;PG}+W^0b^9Ya=p_b1z4{x6B zZkd}9j|Kob8lM(&WT+)Ce(^o6`Y6k$XKEv0j(ASnhSuv%-%C-$T{({)eVaR0ql!z5 zLSR=8&O!?c#2T+X$UAV@|dBghguiTe_JSSQ#stkjQLiD7$K*w?=LBkEwzN9^+Q9m%-N8w+VFJ1c%5lH?T+QBZ#b zO!Z}`_r8sqVcE5UmWCJUHq4}o0DLXEgD8|Y_tb(gdqMq!6JWvWu%KK;`^;lk3A1fZ zWWC9!h-CFWKgWnuR1HL?+jsZSXOf%NeTd`O)vb=yH#b-%+1GwtpY78U<6J^pHy>qY zCV1G`youp`Z0M6TBpb*8j3=}jXT*$@nMq~Al%8MuU=C_A?N62>*CT&%@so1UmDT(5+col*zCnJ(Sr`Ia-rbHy%nVuJ2p7M{ddYlA4c@66Xy5eNM^9Rg*$SKQ- zl#IDu4sQ6STvB>5XRe|hb?8Ber>Q%^^v@@u)jTA2kwX#WrQRWIc!c`qbG9(MO z3R>^^Z(qE~p2GV4at2)sRiO%*;D84KD1wCO;_(;k$R0T&^3daZsS>{7pdN?rFMJ-W z^e$3Qkt1Vy0Gh5L^}Imlc|HX@H=%})-msLccA`i&pQkaOM8D z!nv-_0Ud)bz3bsMnKXGzH7$MF(iEUg1m~&Ccy8kObKML^a$KDk?E!?fe}w;E4^ag; zsQj4$4#)G9Jz55U0Z>%J^8)`8DBt`+*-L0;oe}Xj+sH+V%t(JY24)P9tWy@~4~Gh} zy23acrrLH=_4?(b+D=_}5{QZE zc-Q)`Q8(K0+2%<-L#rsB6Oe!;)-_m-JgC+*5sG0#OD1HAZ+hS1M>r*vfxMvvY@#Bn zSSPCRg7W|V0G%E19m2WZ=Wn)lanNR{zxG<;4JQ-*Ego+2Qh=d2JgL}`N&|3_+TFGW z6nns7D$#-KJe{8<^Ni*`!+5cNH`5NU{#>;XjFS*S zDKQ|W&_R&IQ$)({K103(f6~o+2;cx^E$>&_m?)}BU5R1m8<;RW9X(;wjq8t_1#JLpyD*tz6yL0< zQB8=#L?hinv!MPsl^6*G;6lU&lybLncXq&sjK9O$*B#*h>k$SV6tn}S6|hcf6kuIf z4y09@B8r3W`wfdfoOZY(t)_R|Ad>3qGih`(a+yS$8L8r*sKwx7NcnAn1!%^M7VVb< zLI6Wrs@UaG0C7N>Qv@gj3AX)lw9npZGr`NBd@Jf2s|XaXE91OwOxX1;*4SV3DMEya zvsRuVl#=mcUw|Q|}g2Wb5F=XLb-JlG-H_dnS72+)WK+Z?^B+LT80{ z&iQwx!Glct?=@v!)^zG*Pl+tOti<@-p3~Z(bLU7>tnN{yzgcpnd1ZPF`-2igE5F69 z3vnxDk^6q65B4W9_QWKNo zzFh@4NBH#5v3L$WvRjY(=0J(WU=3(6w#UBZ7@|l&xmqkalR=Mcna#44<>hns%DxSW zX7e&wS2oja2@7-R+=P7g9Tqmr=wlPLYWA<@rpa3k0##1R<7VnSW4-Q)^JEmh7}~ zhU;S#<(%-Qtv{UQ3Fs0L84=2*QcgKyGi4g^UJBVHjQ~>w_)&MUTr~ntN&;_OSc_n` zE>m6E0JM-wRRrEGHAoI(wCVd2rt7+U5QZnuLMi}=39w>G`GpUtGW2WBu=_Db*BIS> zsBfAejXM9}$7C_0G|wHuQ z=2ow)awRwk#dchsB6*VWU!`lbg~ z)1^;To>eNkKDlC+mU)Adz!6<+PhFv*Q6>V4mZrXeYp+iRrW!qfNp2{NZJ=!I)fKw? zp7TVGasBXJs>Co|s)X#{G5LL@%oy?uFJ{nJK1+bccXv!#I)TNB$bNJ9mwTTp=!cWAlbf6nBn7_z8;Py{QKkjiZMOPo&0 z4V+w6_>+>As8wmypCX(gz*fl~|FV8X>=hMHj$|CU>&5{_37({JN4PMW1^5N0Vc6bi zzH@I)h;Cgoph-);Ptn^p6e^`f?YmW%~K)xt>#8ro+xcU z0r|q~50_Stt(HE)U!_5VdaIS3X1BdI=If7Xu6^jXrdG|qEKBqfzpFe`2D4X~kS7gB zsD6Hz59uuOwi*Um3Sapwi$7(@{ejn;nq>N}Gp5qe>{Eo;`>i*RItqV^_s#ISh`z!9 zFzBaz34V!-%u216SRC=Q<^jL!U?T%t`D%f~v%f4$f<&|UehRIU0jOYMaLQbwgxPL`Ie6;YoqMfs)%N*osd{`=Pq$V)U|4VGFptGP=Cd z<5NAhnZVj*s$#=v1&UYYGcMK%wVPdC9bG^QP=Z(4!B-u;<&Cqsm5R2rC?7m zELJpn=OQ62EoCJx{2_^+)ytM{X837g8l|U--Vp88~#r(64tIy*z|1468aS^ebs&?&|0NKgQlVtgWVN zABFNDrAR66MGD0W6!%i3xLXRexP{>EQXGmq6xTqp1PGAg?oM!bck9XXe&2h}`Th61 zGFLMD%Iv*ouUWJ9tb1neP=Tg;B7g8q}R zLTAU`xKM<2>IxMJd?;h_n~+#jtFmP}as8k32j|s>1nwV`B}g{>>iB3#j9}BLUeDv( z1<{<6R`^T)Fiz~1Z56Tj+3AX@YtQ&7v&+~P;#$=%bYW%Yshj@W@B;b5Z{+}SvaVgC zhgS8p(I4CtxZ;O|&m@FL$$q+g!TN_gvZh~LI_UPpz5DI{(0z&yz0r4y`Qh)WwY8Y1FXa+xyF4DLK6nETd?2!7O&v^su6Q3Oi@EJ9oxep>Ir!iFb)0t5lUxDXg?Qfh-hwujoAH#_2MOMNY8vo= z%M^@FpI+Tl{O1q8Tq3C}drk58iGgRrD(AJz5%c)!*W#7))=-hR2jbo2lhEJN7{cs* z`*Jp6>EEpfSZEez*V86ksbzDu{-Ut=1Xu18m3mr`QWXatl}Q~3^Y8~Efnj8HGu=Q`Ua<)_~@P+KppP@!wxDpDTUadgV7hg#F0VKkB`ffzNFk^Z%hSu?0E@~5gE%Oi!)Mh`Y znQq|7I@-$XCt3%yZsv0;Ra{M zV2|pV7X4gDqmL_%*VPoDMQ_~*-ecBuc%h)wH~8oTyRfmT1+Mkg<>v-;!)jOgdByRRydB%S}bo@yYn zR;Q2dJb(~By9E%$^>$h4(=SXbvEKlVr83RlT>#HgnFbot>{a)Fa6)geUTlr}9@Z_}}NVXCFoZn`;HlyXyot4pzWm~y2c_dc%=_M>)wd2j>`?pl2B zl%TmoI}DLK#V;U^yS&(m{N=vhZg1hKzYoKSArr8KaH*{vMPVFD2wvfRzZ+G--Posc zaOgF++Py+Q?wcGBPN7;96R7v%|2{k!{F8^U({kNqSxVD0Gb%nQnyM8pp!+H}qBo!< zx(1nrWAaiKRENZ&(#j6n=TuU~Cue7gaTSaX|KYhO&!IQ3~;h=K2YN8Rs!-BE2PZ}l{M9Lm=T3qsG$CqF_jShBi z_{zPGL(L3I^E1k#4*Z#u!~3f5^zw{{Cw?**D!|a(xF{Gyr3@Z;uB0Bak8Q&s{oc_V zB^R!UtPgcllm3igjOagtRrd5Vo0j_R2>%!r-`zDq$?+m?a| zB?$ppyoJM9DnFV4=i0{AQxRnF45SXvTW(QV(1fJTb(UZjn)zG) zs&o9!1BYVPA;l0axon}vXJoOFfGDZJtO5aK1hW1NPY*_@E%!90Ljo-=l2Sz1^Vh~Uj${NUZR5x$e;4zynJrnGnaU-B(Gh( znC$|f`OaKj!+uM)UVXzy#H4Rj2u;`kywsBukl?Ry#=1UjMyUK@WWK3uyItDZQUSVB z&q3s`#C`<&@6G|8;h&J4ie!)~{s?FbN!S*h-yA0$^3?K3) z4WC};H8^|s)UM8*>i{^MA$i~nRYDpzkA&yd7Fk;(2A#hs+=qb0ZXbh`LE|Ba`Nc!Z zAVq1d5XoPZPYY>J=98Vg=M=al7PXQVD zrRk66SzC5#_{!$|1?*mi?OUk`#s}ikAvNGvETQCA*6MD_pYpVKg_Bv6WfpV>ikuui zxGL~W;d*e^F3b+M*Dp_cE0k|xY<)GVNXkrR<+5sJ4!%oH)eS;;jJ~v`gXeG2Z@FKw zR&6vHfORUg%a2WA8s*Qhq*qBRy<9IrWbIaKNMok_^_{y7%%IYtA=Gf8YPLg4QoDnS zWX^4G&8|sPx6rCg(g8x*{K3%tp`5;wpOer6*kFk$r#7Vj1EGObIc6%WTl@svQKGYpr)rxhZi3Ztvr+R5 z5AG#y;Hp%O5XPzbLKejM(IybfQ&S0Ms;(0(Qyh=}ko$q28?Rw;sE+EVam)EBJ41p{ zEz37-TC9VhH+?8*5q`^tKW!?&!nP=c84R*~4Xcp0E^;%ppV+?j1t|E8SjJEwKUBLU zz!>|hZ>eGDFHgGCymzoXk$qO(8_Ee-S!TT9AbVhbjIYhquYV5JdW$gT$vW#x6eM1% zT;LN;2~R$hQ_jY2yjxG{JI{_E!mIDkeQ=3NnCJE3dolSkMwW?}3YL=lXr1}B@osOz zUjIA*Q<_n%;g{$lOF2iJhD$$?#OTH*236nn=MI(YUlf$I6?Xjf$PSGgFDTQ3j;%01=xlXlWQjFv`qZDPixFTc=c3Fw*&2?f*2%t?F7w;E zRD2PCx`*5kr<{nR_Q@`T>`?#I;KsCJsxl*Ee4%K*=Q|jwXc`L=lDj(5`zjzW_7jd5 zCeh;!@9WXfPvM2G6@DtFX-EP@)8(`kZkp>kl?h=@IwX03Fo8ETLi63@M`DJ=Ck4|` zH!rIuLSy%-g6PHqp~-J5Tqdw_o{!QC$y;++TqO5Im|dsBs@nY^w==8%RpXMBS)IC9 zF%6M)s^{=mS@M%{2p+rbM-!?%%~RgoW$gleWB{&3aU=pdnXLc88T;hjZ-Xr{*5vv# zs;L}vd=Ab*f6e<$gYVu^JI&n833=gP{l{mBS~1H6zU-;SvJ%aj1{@qJbEcc2YS?WL z7nL9=j@LO-u{e+F?K(f5HMJfzLrH>KI=7DB5WailH_5o3p(;kZ_abVgHuo2~rwXm1 zWMWWoHX{>_@ochBHM2BHNH3g}r)9~{%- zX>rXddMx5S*caq*Pn95Mh<|y`;`8>?$>X0|O0|E5C)d-CHa!%c(kpEAUIR8NAkAZX z!;&D7HZHk01si33nVj)E`ytbChE4mr3+TWJDK6S}=WdQZK+Q>2A zCk<1Z>^!vl|L3H% z%yn<>c4ReDo za+u6%?Kq-p^QdI&NnD~f29Co~i8>e&*|B5rs(`HN+FT~0NJ1XS(NVYV_yOJ!_Z&G;0f7i z+5M(6v~A+RC7bnRY##*1FzedX_IscACcxcAU!N09((%&Q1Bb4Tpb@$KVTX ztyp|7HJ_*ys>COcvq|5!OfW?eV$c9)ER0ui8@5{!RP8vT+6>Wyf48@PGBr3he+jfz zX|VquHE?`Ww4;_XHks0}Bq_Khbg!jsrDT7~t&B^8#hv%b6xFThJA&sN4;F2=w9Bk? zYbqP)xumj?I6`tuVP(X?SKUjRYgdkGp`)@0_3qL9Obo?BRWqFaxn01G7~yU*KlK{(ZB}D+JUm{HW9#vBKO4TudttEl4bZjqVl~B z81d$TFKcf)-b6_Q$nu!_7_qVIZCTrc=W`qE2JKvsVR`HwBTpF9h#NQx_jLXt8(Jz= zu{iytZ)J-bNtoX9`a5bRQJzq82!%`v4%Lk&dYR~&K^n`*^h?}#3qiaVpq#fe66V9? z1j$8Gia|5>N{UmQ)juOnJSqx2X1{$xdGJ;r%NllAo40;>SM z4VimgBEFpRc$jnXQM8zh9NtVdeg21o7r#Kf@1unmh?mEZM^^UBU0j)XHI&dXkvZ2W zo3_B^PH^$8_v^Z~83wOwRt7xCkE^3-5ddjCwxDaETFVb55lkb3=aCA5khNKH8f)<9 zWof*hKpUnTajJaXL0{mUQ-r#}Om^7&WI}J0{Qc7%RG2qmb7^N5cP2um0wzp z781>A;RCOMLAbV_%`+FS;Ozq>zN7WsEuqYtFSJc)+U%Saxlm6VM|k?p-P6DiXtvg{ z(Usm5^e)U~g{{l!jP_rLm(AlqJLd(*vYJ3W>j2VuZIOHW*Y{m-(LFF?**0S4^(F>R zm8X_omz&pRYck)r4%z@3$^jp2jmb1`DX zbNKYAYFkeboZGjG{iw{GZr9$1WENcX^q}ad+LF;K*GqZ#@92`XZnwIZdm|Y*?=d3s zHcu?pKGK_X&4ZaqOnY_ICOw_l4e--wLfa;wl$32fnOI%>|DPOh4WL{MWjEkRrbxt* z5e~hLtoyz|<_CcKDl2P6TCz=pzTUA`xi-4mx)An&-~|(O%_+PB{rE{`e)c$WsBU?J zQ%##&n>F<6wO;CJ6LOF8u|Il*CLTk!Ih8BC3?|$<#|26y{wSC9;JlQl=@h)1VXH+J z%fE+Ff^{BEDkJW`FFMy$y$h3XGX8bM8_VM+Jsg)Vhh8l~2yuNV=wf4qr6ns=3{2ZJ z=&jfMW3Uk|LFne{{o7!alhrB~Ztt&Yyfyq;P8Z7m%2`?N;wB2;+i~x0T z-<$dj6|FxA;^`P=b>(`W^B0BFaYFc1=dLlLK$c5$Uf}h|-QJ)Q_<9H?S2??XHx`W& z;j=CZoQ!k(dMczAWxf%#AdD<31-+@dy}&XhAz z(VQZ6Wpn?B+xgpLekd*H=~_;lz4@JaBd)35mFihdmkq^0^bJPz)Pr+rLye!N%1byK zg-UEgjde?F#hDVOe3;E*J@0EcBQ#ceUv(qpqEF{2J}dOj0`-?%4RFDo%j8kXN?7>R z@Q!TO8l~JkRz5bg4%pI~XQwP$uneK;taN3iz<+-bRIGXLMS`Fa!Y_8yyXez?lRZ9B zW<^y{&h{_btbxez#B2ou+_}DKDN@ylv7I%5$3D2%qXIOFp7JzV%6||HXk&caqK>jK zy-OKd*}DO!$4r&FwE1>U+9;!(5lrt#`IZysv3{H1?9)n1d zX%%UaY`CH;L2O=iS}u?VvmH@KAu;yY?lr}SPyZtEN=T^P#)y!Q>t#l2$gpBZ>UHSq zz=NF0skv`KjfdUCr+fe(dgBt(XQJI!24i>BFSN=)_K`UH>QMCHrcS1Asav+j-D~pS z*61WtrOQ_s*@uywWzrZW$^%498bo@&BBaSLwa}G&_S(x@qHNXD z4OiQ%-#uZ3LP+{AbH2U( zKU`;Ka@j!*{y4*a_PIlv8Oj;VMj8Qz<03 zEZHzb3t-J;YlJGnFu>&sWj^KfMONDFpQrLz10d1%YF0Ya=~{fBXPwwTsEIrpCt|+c zM!MFD}>TTL3 zI+>0OoIiFN4SyO2g$`{;L2AEp_B#m`xI)FvQ4MMZU-PaW?yVXiz~r|t4t1qDDdUOD zr=dN^QDI^;(Kpi0h7C!J$C)~O=OIU=o+QJZ`d{G<2@wgDTd(Dn0-bXwX@=- zz+U=ovtiCb{n8vZuj_mMir8@%BLmm3FNJ=)P5uenY^II>tnF>xr;cT~)%RWb;Bw^DVO{JdPi6sMuc6hb=W?{JNw=aFWi1h<0aD3WGpgFldEa9X+N{drjl|-i zn`sGwSihFXW)}S@GM`NW7(}cz&n!7FO6KWQ^7AdlN_nDb)DP&pg_4dbN#nY^zNgSv34}UJsbm5zigXoiAyxDfSCtYlu78; zQ}9^9)k~^Ji)2ZfU}lM1sCc%0G);WwHbL5W+gh({SX1_w*j&J~Hh`)rsKOGP>q5#w1IGk1tIe*E zK+L(Vl~4nomX@tP@2|f%z>cP!+{<`9=`D-93s8ttQun01*BL0mK<1Ul%2xLPf?NUm zPXem1M}9c~Xf;irSypYX_+M0#N=-XVd5Pyx;8tJ|v3l5u5q~OD?-(m<&&JN7iTgC! ziOhCmC#x3kYOy-_%M94-?%p4(J7qCxyEPb7gLU01IcNV&Az$K+$dTpxSfN0Sp&p=H)hdg*PmeG2Tu%4@_oY#hGMqs#C0lsu2v<+iMdVp333HAJUxc>J|Ed1)l#TO~~q7fb|CdO$v=vT?2C&51Gf+p2ZUNLSxWlmDt`0ecjg{eEI2zrdF*H}PhImnarAOCWi8uNC zSpjkzQD;B(MT%X=PAx>Uody%6U;izM)0XFkHGai=vQ%tKNjF-PV8;gQZ~C7$&K zzq#L3+lh1OQvDdV;J#<6uZnABmePUZw$Zp!U8Xc4JXwzy(q~$vXwT{uk87T<;8MUE zBv!+Dj`0VB6;W0!tQ$IdY_qax+wlW@$!mm(^65rE?SCj^2d;? zAJ`I321p+{`qJhrb36mefk;T`y!A?pvFfrix)%%w`oL^9p+YmVN0OO#<=g zmNFdLr=-9>HX}>b(R85+**I;>nR>NI$xCIWBMRmkj8M$hT(lOWn2zI-%*>^rh1M;b z)@fv^?8SYu4<3uSHAcckXM~u-BtA@2B~Hj4D!i)NqYv5EZQtxW(A^2;Z8MYo=xKTR z6l^WdU9Q>8Ea(hu^AE#^+|IcFE6fqH$OfCNpGBmo^&67A#t=TeAa5DGKx>r?OyU=N zZz2dCr6gf`)RD!$d3KGsC~jPRJ2cwn4He8?A2Va_k?0r$SVVGH<2eAO`4r6Y&OTI&z2$?KFuDAVx-ih;(LqSmzH$R zyti-MH=A5?$`Gn|10NtR}NO5MFYNaw`?3=#a2AV zbseVg2D_F3usE0KKxdbpmU&~nt$NyyNV@y$M~9#j;2TG-g;6s-?#(f9!w9>u2%%_8 z8rJ6=vjc6RZugmpP+gJROzvpn)bRS!K}V2qbT6qh8_sJhof``a^|bZ1GWYme9&fE* ztTM4n^jN8s-@@P5Y~tFC6H=KV>;1hNmo=`G#%ax!e4PKaPkhzxTZWu#Feg<)3Ob+m@G^?jkDgKH^e12h#-B-$HYJQh8IYgZP3A=0jHN@z9 z9zaBObS}E&ILY|U4v`t$CI1vCTEKEeB+sAa;JiG@Z*f6vo^0V1eU37tmNGovMRg72 z>t!YM>3YlUcII{i7-oa{J(@o6yZ;AfLPh=0a;*p9RN3eqYb~hPVrbkEnS1INa2{Cy zt5bvfZq;^t^TqtaZYtAYRyb_O{?DM#C@fxdJQr#gsE#p)UC@Fa{jn?j;$wQ$G3Uh1 zgNQ9->o-g&-GXr>zj6?LsCpVsfGf`H+|NRG5@c>IflG&nHMgQ=coR5Jbs6nMR^?Fv zlqjxz^1h6-QIC3$3~lo;k$MDALua2-Zm7SGVPP}h;yAgVqgeJ{?}hxb$K=g@T?}OM z;t$Bbu2o=8=ALiANa0pIR{7vIro;a5gl5saK&-&yuFzGV%BT{H!C|h)smcSZ*U1iAhyHQ18}H*Z|BFJ|Gbfg<@p+2@gSy&d{+)_q)D5J4 z33JY)wwms`jSW~<6Du?R-*T>RXyxeEb4ipI@ef^$8Sp*_3qLYAE%4yvyoyzf>71XE zV!0d;EPUpcn>02tO_pXkwh#UdEadV~u{`r*JEB2G!;~D5{|5TU5@Vr>lQ3}Mr^nzK zq_>9k56|z$;It@PhL%4nchR@trh0GT7r0&K$bucLK_p6pOy<5%q4sOn@AO_2ew7-M zsoxkxqso1KTjFe6SNh{uB8_>Xxd0_lWab~r_5rLRx!-1vg_WH23qs?yJqX)+Kb~t> z0!43057Q-DQae4KpITAv11CA6ylpjg!j$GLt~}y_$4GCh|AUM z6P_?`8bw5$t?|j_@|n%$0^3?ozMToYn<~3?@6O@hVjvb-U7DXZ#2pIxAd=tDdTYu* zKGa$7`y*|b2jfn$TWk;}qKNvS{YZM#8lt*BSg_zKe(&ZM?a?7~7ri1k$G_3z=emp( ziq>E0Sb0E9_oAo-B5UB?F)zSfG5Ezpuz z63YzyLc#b$9`@V2iQ9{AVasP@eqysPIF)X*x&x6y(8GhXV;(!mzjuw#9NHfZY#MIQ znZ0&uwEXQAwV`xR8x8!6^4i_*4Ifs)2ilFK2g;=T_vg$#;)K@^OIaa~oQdv4z?wOd ziLK!}y17NE-y&^&6CLhMj`!Rr*G|*DZNtB#AizAb^R)ANRI-N5|Jr zdIh9)G`O|y=poj*B5i|^9YkiOEOsNEVNlbi%1Rk{)4|ggZ_ln5<=)0{XwqMl_qpGa4swim?_Q<(6rZ@c1@aeY_!MsljEHyWi&9={_I(Wwld#lM zC7|3&)}MDQ!`;Tn zM*9TtGu_omd(s@xkzKuO>_h<`^n9a{?l%rc!5bwI2vQ05YdP% zeU4lLBPZ+*Hk^XK%)Pj12WfI`udG7LQZGQK24`P1?;`xbaMSXqW#bCa+&kY0$AD3YayQ{ZcI+cPJbev%_qc^!`&XqHwvJjnIeNR7S~A{d-zLf?6yH!%b)#@nm9Jn|1OK|`O#DlEkYonX0x z_PS25s*nt0s;=-t^BEGP>$8T+v!CV6r^PQ?N$c#|tUip&4@Tl*_AnwWpkB zi&gH9R)k+o#3=JzJC($b3q)*#E3K_2a@sge57^zYH@a}Z{3Oy3l9rOepVw%oUH#S2 z`IZuGLA*xv>K53OLwsH&wZi{Yo_TThWNS2?RL(#AS<>BL1v>6`g*gj7x-@Q;x;lFB zB|TB|_4Zqld6=R#T25$=WGy6>)=DP2w>@K|Xs?WXiiwH(NT{qbYpze1BSatXW9HzU z-rZ{A*|`Sg5M8s^IE}KT5}z0n;1h)A2F^S7|eI2vy+Vd0tc ztC!0eijE(kAkIoAm1)tG_3vX`$s$nCH;V=~=qn0HFtZC>>nwBrO+rByqR_3%l#;sl zc}8HJE44c^+vDSRQUE8j?z!3cBPG~>IW5elHc#$FA9~EyRq^A^v({ic&iZ{M-2gFIg?G;6>Jjer?Rv@-I3BkyZ&fV=O@iyowj-rj+^j{#$9 znsV2*iV~~N-j3!$__Za`&zXky{LEV7{Z|rsFG0%Mnp_L249|qraI3Gs66?{om&=X0 z+g|w%BD=jfxY~fChted&bXn0KAN(}qUuHXt(}jf~(q?|5hKHI+G)^JI;egik;*R+w zrUAD)3=c7?S31wc;m;eIPul-)39I@KKHA6lezCMVvrb6rfTN)G0e%EtC0aXjq~hr1Na+L(&+8cTz7{bX{(Wn5Q`+)jdy+t>(Hd-yzUXM8)63gDoZ+nSpEi&79j+&D4To0Bj~m z{v4jHDS%0kGXLS~PIDT%reeq0Xqi&d6f97^TFk(z#83e7=AvfMRN+O+s&KV zNE-*YF7Du4{#JEV1U9BIM?q=QGY?w;^G3-#SeRRPJ>MCAk4(ziSz=1-`1C-z`yc+6 zP68x_QZ9P!geK+1%0I?BE59e)%GQm}qx`z@41eji$jm(bbSujCo`^Dwlv&PDEi{;? zDDz1t42~fLL}{uCTmcj7E9^NOX|%;2=8H+zwL5$YT~DkL3=?fW6Y}^Y;W&`~7x2W7 z5?^NKtxE3LN^a4?do1OIgFj?Ws`V~~AD|!WMOpw}hRQ3n$xk$@-z&&hn9r}ljw3uY z-Iq5}6FK*(e^L1M|DqJL*=3o{OP>HKo$3MIK3SOD*UVY!8bhj~j0AO_TP}eR1)YGS z_Ky`8hB@5rro#v2CJQr#noHaJ9DC&l?<5E{-{g$PN-seSWRs2t)rAmq`UE0K!;u6y zQl*4u?GM+11vmo{a9HU=A3?{$xg$K0KVVh&#r)aIGX7OcpJPjt;Q0^Q2_bcR zma3M`jo~oj=lFpr^LR;>`7102Eo;)8HUc6jIM1VQogZjaB5#Kio3aqh zW6bi+J@R3OBl^YsZN$+bS2;8^v|@Lm25w7+fk<2YKq znWXpi)!ALga+9Cq$ty3!^XHsFi2j~2I9s+0MSq@T*vU;bfz zC5m#u_nQ9-3ZnM~c-?s`$$1?(X2(7d&Ip$F*4wWQ+cmSa`GK!Dnn27^r-<+X`yElH zi|H?J>h-D#e^F4Wm%IPq6mFu~Wol|XE4;&n(QU|kI}sk<)(W3+LplGVu*kLhHjd{l zxB4|Sj{jb!gWdBF=(|rnQL}kXAD#JQADFp_4B>)`H$;ic(3OdXu18e%G1nHMcWGc^@e{{Oy4Kd0q9$p`j91E1l@J@~%@gPBTOGCL@RvoS-jy0W$FZuId92 z&c3?kglNSDhD|{9!m{04fGG?M-p}C>t;FrzLXO+^bGeqD#eDHEQ1DJSe81~R10 z;W#k8nElTy{1lPYLO*~1?Cq2q0!YbmxV4*XXD6Dzak@;BQ?F-6*}1*DIW*14o(^Q_ z(P>=r5?-!?;axVi;#<$Cg2XG6Jmsa3z`MYIz^fi@LMZgk3*XAhF-xw-v)N? zcOGqO1Fhq8#B>bV~a!8`(&ak zH2#dDaooF1*>^{oX!@F}pW9ehG(W6pvyhJRPyDbhXMGnX`{msjHlaLafec_)z6#KP zV;~f^j`)1Xb^77>!CuIjpiAuP=ICeeB1C;I#`3MYI>aWTeInj%6&X=NKqWF8#zx`i zE%*pDpNM*97r@fxvi` z&Vm4T!0Wd;5HN|}`}%(zez!7~diQZQrPFH<*UDcr>4n~Gna#t^s+OJ)`q$w_#;LhG zD@O%X`k=ni8n-b7d~TWF`zh=o*onsDM4W|SQ)H&a9BI5oT}W>`862X#nBk7+Gz9h^ zfo+1FA;!mrn)s;o|I^5Avm5fTPL@?t#CXvIII)qV*DmLMUkgpoTG9f~BGd;VEys_H z|9rm!RUJo!d$h3(!23b+IF_Lv&I?!HIvrLH8_z22mr}#TYOR^h;HTBlH)=jbux2hO zqd-FEN+TkMGA;pWK8}5AJo@a8?Ied zL&@ikjT3_fYMYQt5l9iSpYTX-Il9SxOq1aWV|SLP-uN?5&3j(dg^sW^O3rfjHfGOaeA9m{nA+&AF0 z?5$gQi2U5iPjO1K7}-1KRcH`w@N@-auvEphx@1?Wa>qP>rUf}=Znc+LR!6%7_WtyV z_jg&cS4mCsU2|yogH!`p1%8S@=I}?l1X3rDtdJtBWB_R?(C{nMGZFpu^Olh z-w<1{tz>h%iWAARN;Uaf`^l{;ohy!W#@oqs6$A!h4nw)NtJ{&{Jicl*%klQ%ANX=~ zRT0&6<4c>n^EpJsV^OzLHwX5& zQ#*0~i6thL*tMCFNEoeNY5=zu%??>-q;?=B8~fC1>?-Gj;E78& z%YIC`Qr>yx1z97x0(NlhBSHYvP-Mt8djgQoBK%9RJqFYb7IBXSo5Ei{9#z zgQRKtPp$vi5-uEY-T?unw{qJLB>=>aj*J>sj~YdwHQH6I2ci==B+oFL$$okkX}@NQ zv#VVDqy}P3gazj{&1JtUYdDda3t&hLe~CBtX0Z1UKs(fId!BzwZI(lS=&79MerWb{ zOB4l&JJLmGnlCz+`{o)-qeYpzylk^PbIDzI3?*_fXKu1hztrtgd4H>F^1ZYo=YuFJ0~vDkK3n3{ zX~43NF_Ptl+esipMZ!ni=&KS`%jPT>Yq3FDJ)SffdlVoTJi!f%(p6MTzut^_7h>2v zLp4d#S^o0Wq_V{FsE2X#>jT45;5EyNztwY1xO#_=Zdtg5^~d^{S{*)Ve2koznLEve zmOnc3GcvwKk5p8@kLeaLcCk=jf|7m`+iH0{=yh83G=zSPjmzM1W2>Z8h}%}AbPvvAt6IQXJx95htaK|Ic?l#^F0{`q1Zhg$g4FkP7x4+PELLP^_Yq08uWB^VEgx*j`y}(`F`p5hq>iA=if16XUWfM&ZT3l5Sd3ZmNrg2br zo&|`B9M6O^Gr^qCgxwKQ+UzUlih@r(pE-7|4vNmZ2+-O;{y3g)#UP5RH!rumE5q@9 zpf*rzZ^(O9=P>v&%HL+uPR0CzI5HRZk7K4^jlQ<}_4J#;TRX3MQ=sAFotgdFAwVyO zk9`%ipK*KwXd^EQ*=b{;;q?Rk6NRfH5G9MgsNH4LapwFYW9bcgW8;?ogP{`A*@;wi ztiiGzJ+OM;{gCs6%oz}aN5HRit}%tTl3y8a3{nhH6Ib8gDve_5+aRw+OkDa{4veq6 zo1IexEPK0AEK)S^Y)wx|aVihf;cj>8OGneS9sV3|4uq(R>l_2vObG5=kljXr4Z+FG z=na+%cW`9Mnz!#+qtLHkt&DSysVp|6S*kT{bW^2qq+Q!xvF(-rV4NH=o_AsN&F-V4 z4@Z5~cyrs&6+hdmRF3O$gMC@kG!7-k?5y^q{Dhw2`l`ZHv?E{A6h2_FD`r5ZRf8-2 z?-7dP*Rmrf*TQ;jB+UYQ#>VoTFtMA#gaaclsbHThm6*{NN~j3GBR6w0&FHjfG7ZN6c#MX#b%Z zJlyl(CCXm}so#na=}-jkp2i|(?L6rdnQ>cbXyu!H1k%slqCJ5L?BWviFB^T|DI%hD zsf=VexStrEETNP{r8KftT;utO36r$oU_WVn^@3ChQhf)K%i4bCl*7L$A*z4^Rgx4G z_bXd}_ZnN4p#iPy?wPkc7{~a)JqF_M=}A9jdmK~w;MTbp6TY_o1XWMR{s$cSX%ME0 z`i3h>hnK)dOJXFzr~Mbj5cDh+^A}|pNj6c9jDGsI=P%0k^k08)RvMW6Q4XZoMxfS!TIPrmRw3<0FIsD5r+>2Wl^3pKu)X*#o0?wQn`{;<4_dH%yv#LNQ0Y$Fv0zNB$=Vt|`ih zMQ^fQg0hIf(VNsyq0`X7&c~Ef5C4Q^eB3%bN+-E2@&B7I3o8Co58&$QUzB$(c(j{P zR&kPh$QHBvDwM+;vK9O94WG4JEr*{0PKW?N($i?rf9iv**J51O3T~?bV!9-Qqu&U1 zD%w-7b+*FnEQjcVMEW_g#w(Y^MJ&In4ar(xF3#+e8(b~or%^7w@bb+~ugTrbN6H`> zc+>ITBDP5C!;@Dku%XINYr^otn{+B}n^Ej{VeIaWn=0!uPPSL5|NM7m-=EyaIo*eC zJhi7$txKkmA@5eNk7op$!)hXAN^R`5Txjvf^CFTtt;)1<>e!wW?+;BiB(gYm7N3z7 zaPq`mKA4iW`Suqj6GOFNu6r~#9y&aBFMb5Ka+fm-e^wF7{lQCnuhPRU5QDpH3!S;K zvu`}1X;o*AQZCpTB)_MQwl+S}4bzeHUTW+)pn26s(`v{xABbsdpz7ns9n+%Uiz;{X zgpfJ|tx5FH7W>nbHIfKc9VgE97)P3d_K4i$VBQ0m@RO^3=Z*T&C$`dKE>nuU$3bY? z$EOpw%@tSx>TIdp!$;6vd*!`hw3#u5fDtjn5>$d3_T)wOC|{t;hjM66?@@K|r^`R! zw0C2W!gB-@J~vY6FM70-E#beEj^AZ}W0YrnowjmesekEBK6n-ae4>cGy)l1~4vB45 z@sUB|fO)ReGl!Ox9%Ecs?l-OTE8j$RmJcQ+A`})m7Z)PGUj)a(=g zNTgQleyM*eg_ucPrjA|%k=V9uf+~&&a63Hw?_KvJki0&$Jd6^mHJP~t8=&mG%hvg2 zHIbc_gK^q{FTAHhal3B3-Q~X;`~M#R{6GW0Nl4XT9Ly&SjPclzX&RdTE_#xk>PorO`I-L?SBYx2cK2|U`K{{ZQwyCIp!nlf&jB9k{Y z!ssdP`x;oI+iw?dv7N^#IS4t3wM{Y4Pf;`(bNVS6GUOgDwX~0XZFaty?=Vh2GWaew z7-be3m(SH@+wSBd-KtS%snEEvKX$c4aFN1`f_e>l8UoO!LkZFL1qbqSM5DfE%wu`EXE zBRk{WH#}!l&$(NbVzvn0^wDt$%Z}tl{G}1vT za%73xHyd!r`x z+$Qd@MNL{6hxT|qH23WkOp%lE%Gk$-LbOr-T1^?MPVggB7X$Cvrl^)l<$hF>xpzM) zuRg;CzmpF=sBiOFeO88We;QY@tvt76slq9q{{W7a6>yQCVPjur78=%?5%`L~)*`!T zX&q!^$zfoaofME9fXzzU*!Rp&qarTxb79Qu>E&~pBHF3{05L9vz0Y%w>jCfk-o*2| z=ptdBAlk{lGZvh^%N4_@-eZ>Os*b8X@e*k}uK7b^C9G(oKZvFD5#6+OPO-<7$Jx|N zc1m0ts!Q_nefNlQ(Y3oCqVl@E=;-zkJ7285N z#EQ4>U0^HdAgCTaJH0#am2G-4^K1mqQAFSE5SCl_9-mw;-@4za*3#7OLp*N7%0Svn z+xIC4#=n4nEx%i=rl;JNXwi=H7SdzAVj_9#8~KPzt^2P&q+Pvzh@qi^0prf?Q2XIm zQi^=*5mAU#6hDiJwGmykV}M4j+rO=JimLBbO^4Ip{_!nTgl+!-W$bH%)ZOZ_DImWu z_KIhc?X0}luHG$mJ||d;Gb2pW#y6suPCn&;oKjW|lO#H)JI0-&Kz>bttHR|?wx_5` zcoIa0?>fUyqIyzxDk-GkCJlNH8?ESZN){)8Z*MAThZdx*)s_zX~4~r>Ggu_mg7}J zQTEiZci~t~y)_jCo2jpe>}S4NMfUXAK^tuqXl%Mn+0wY}dR<+;6&@ibep1uM5B=fI$9mp}2q$T! ztqZf_Ei-Ix+tATaMdgX*J*%dOTZ>f;UfC<*TVtv?r7f0M`AoulI?*y}xX${o-%0Z`&&W0C=10+xE)8-X{9?xvJ_|Z5ibw zfVHkN$U)8vu?M@?TYK7FACESbB$XRK+Ulw*ws!U1jd8kv%V9W-V>c0Io!Iu*#+r$x=Y*kk4Ne5yi1JX zs@b_5@)IU}hUCAozBspJd8y|a^7D!+X^9(rXFb1kyI&8qa1^^DO;b>JIlT=`;GM2I z4&P&aXZqF`M?U_GR8wvL0JHm~dtL8n>p#^ns@je1C#R*`{{U(1Z-P~RT85?%-KSYL zzuLXhZS(CMdaLp@6twsM0KC*Rn^%8i>~Dco{zkH{3;zJ#A&O1Co@@RAHVWpMDlD8#xd+~G!4m`DIz=4Aw#k@>{W%#q^TQ3WFy@HzwdiRRYmN? zDvh#Dz;?}{fq5{+980|#1RE!7vBon^m{a1oj3as~xsYZ6W*+D-Z{GHf2TPn(V)$$a zdRoX(>=AXxvCcgnZ7Q{&_o{emwn@*f>(NuwLoG!_@+43}1Z^zSOCtr2D55~mB#y@5 z22yPee@rU>0QR*5g>|4rO00HdIc}0IE^CJADg0rQRXG|VWV@r0<24J)tLY4{iZqva z^lzbs50g%|3qyclv_K1hq{8TFzy|BU5WtrVmeH%haGIsNM(Uh8j&Y)V8>EG@S;bdF zaEfPp{WcL3V6rQCY{2U4flQ%OQ9wuh&a!vgtCN%4=z_L8tv&2 z42yuhFGVox?ur^nV6U$!eg6QgVinLh)B6~q$=yl6_dJ-CVYH;A#i;1(DdrhCj@pRo z<5PFyJYNhFYa{fa>T9T(u6LrTDA^m06N0AxE40{VBNS0$Fr<%z zV;Zn(u*$MB6=8F|B+Q^q75XkdFjg3b4T-{O@eD4qqK2*`;LlAXMEWh^#!B9-GBV{I zYL^YeX=bgjt(ht5DJjs&H1kMwQaI6al1-q*zv>J9?};#31_etzkzrIvlq0LDfs%Yi zbvg7|AfI)<8z5tEmwjSPg{l$*&tNsVR^1{aF3V-`1q#T6BD z%5yzPjRY8i-<(XWZse6YZ5KtVX{5xb#2r53si1~OOl}#a)WT_E8g8{(&Mc7SWNo!7 z%}L&h(W_qfRV~d^ zhSd;UVfce8s=k`3FvckGlE^&1&9qZGI1{{U(1bA(j>TMTF~ z%l(?FSvRtCuDMS|M+CJsb#p~cO-~9LCZ2hmM-(w4-p?eCzyY^lYEmisQ;NkDnB8*m z#8+|S!s#Dkl9Zk?7i*;B9DxG$CB|z))Ynd0n+C%4^d!Ve{mqtZb)~4LmD;rjn8y$bympZdDuR_9ULAR4{28dX9|ZLbY$=2&1dRq>56f zJ1t062RPF^7xg2qg*1Nr=>8jsR5jTit_iC!w(W{+J}dY7)IB!E>6NkmkW-0p-D(2Z zUI{Ya35xzjPAG?1?VnOra&hnKEni46oHquia#lGp8ptUG%(rPI0%um8#rc-=X(Z_8 zJ%!^si?!)PR}|Ag7~H0MaN77)$jDhm_M)z+qo0YOA^UdSt5gZSdoYp`>z1$924SAredM0rmn-P zDgpw{%|;%_~Z+j-+ z_Kq`Ecd5dXp8UVsYT}aZti02)&qwNiCpIAgIWp@~mPNm0-Kji1a$ow5i_?aVo=K>> zF&u*RYK78=5XFGm=H~b!K0dJLRXtj~LcVmRqM@gnuCAt2bZ}GC#?s9zoTo)2Qf*g^ z%F;)MKw6Iipku|O!%@zI6dYc4R(&MLDbhMO=&Ie-uIa8N35u_zk;hGhqk<%l1BLai zQE|A1#Oi{u+l~}rk-CskBVYGFM)2B6R{Qj7Dk>|nB6kZ@*2UI(H__Gv(^q0B_4i-= zHjQ4l5Xw0$^mOj3d}1uI#;Y80s-hw&R76p7s;Iass2K-S6vuHF(4oR8Dsc*uIc6$Y zno^OBno`N5qJzR>1*>{NjZW_^M2snEb&T}*Z4hIqprliBq%f|~8f|;G8I8Ie*nF}^ z)p)E_6-tEY&xh569b{7|AW0slk8#Y(8#oLxF+l<}vdGt7bWs$W zVi^5v$SK-ag9)Q!#KZ8Y-MOVQs3k;&IMR{Jm5H_oH4C(Lv11r)l#Y#}$x^kDm>F1* z6p1dgOI18jBCEafI;G+@(tQv}EI``!M|}H7q*YgX$*}5ha%9w{T#N?Dzg{oi>~l*n z&rOTdvCqhonzAGF*?Qg$(aby(Rg2d{NURr2Q4<|1nx|XE@ln$&%Krcr4Y1q~42x4i zg;BvpOCC%0a3D=5BJDY3BT3skF(<1<&e_RWHSj23BiheI%?JGvgS9^?I!> zE^iAqjV&U#gp`!3k*?zPo{?j0noERWQPHDak~*ATu}U~Q4r#F2mwAs>u=H!B=?*oA zVax|Bo73xYX`5q-ti#bym(-%GD|%p9Rx66N`Lv!D!eZRg5@LXj?ypNGjkIR3q=yEJ z$va+OcMy&Ek>~2&gl#g=?O;#tb1S0@i0f5T9Q8QOOAP#o>1g5~JzKHPEPN;$hIP&0*VC(K&FI|qymzMcQC}V& zpK;+V!zVncM5x53Lv_MPD9mZ()HhbM60VhCqM)Uowyt;N!%a;SO+1abk)bxm`b}G; zB*kl`o;aDbxwRVlDjG0$R+5f1k9SAdr5+d49AYY1)JGLPM6u!#Lm1@80^%`MY7uq< z+y#<;lH=HpFwqt;rCmcBYI65!nrcMQq^8rmE`lxnRf3iYs%MiTLj-R$u6C9G=6=?Oufo6x;vn|`X3UoUdcOI=G*M^he2 zDe9q;o_Np4id9J$wmpV9j4-+Je0;#48kY;Bfn#spYbG78uS2>%ulqF)BaBZUjnAiw zijml7;(gyR8|SIhK9D+RY%d3SR9|Wv-rCUBFD?^R+biSx#G%>t<*`y&N7@ZTBdJ{7nm4nL__YFNF2U0j;MwVG! zV~R9V&m@k)Q4vN~W@B&`gBQi%j-#bjF=;zB(no{GFZN1b1Dxpk*+yIMRXRCZ)8kl` z@?63SDk#}jdiuu%$4?P!!VMKH?Uz9moTlJbvFWgrh3f{M4wUSm!K5z>TwSV#PKIa7 znpt!%$!t3spkmaRl_WKA-^)=d-eQn!OAFqtHW*t9=`Ac_1~&|}xQ2kaO?Dn4)lUBa z&Q#J$7yQRs!Omu#tLhs!g@{zDX3yx6dmQwFATK|3S4aT9^3cHZC>LcUnEKyFaJNkg zxu{na#C&djivGPSN%84YRfl>$s$i7zXjb&Hv{0LyMaCCJp;w7A?2zxNg@(#Zdc;)p z(92O#Jc$$#K^sdn(#XMMiYSmX$s@720hF6Ti~j)BS>~ii(3UQZ&`J`dq04qHT)JG` zu+J1cakC<|>tRdL+z$=G;?dD#MN1rWOf%n8Q*o)PY?m{ou*qti2DQ1xE3Z4kF#x(NUxvu;u*ybg>SHKURPbD6y-JhR z=xsgRYOFKwcQ;&E<5SIwAviJ=QGP7ebX(63lSS3;+gFNibvr-4VgM zJst{?QepUoeN$lZ(FAUJJQTFC%JgGL(5@c(E3v0)dM;`WTC%!b7sN3s!2P1SpemUgDbZ1KMh(gU>O|Orz9Wp* zqdpsf(@3$;P>R|nrlxjT7K(^IO<`6n*%eymx{IUzA;4+ySn+ArlMTcvD`cpSI_aDx zEiG(wLWe@B&VZFq70A7GNoB-nYavRCTIhu(L=ufC=7wigmNy$A}^+jB`WU%P6amRCd`j{$Xq4p$eXn8c~3W${VFshBog&nhtF^<~1MlS>Zh z(wsge2a472p!l4`eoDXbi{K2J z$Z;%ch8ng10AN{`Y(c(7400aVuzV&r(xm9V9ZiQSjz>MJQHWPaK0oUb#NT7=!l*3F zKve?rNyq>LDJ0qslXQ-fIl5h463YZL#vA_tZc|Exb7-%;3`%I<)5)DZTIAC&W|Br& zg?R1$K z6wFf+rRkqY-lb#`u&l+aYw4#Uw6toeD`lRRr3u(|Ht7EVNmeC*;`nS8GeCs0L055# zvIyC@%^Wpxx~Vxx7NzL|$NJw!v08FwyDH(>vn2&gMC=ExG{@xb^(m<7*GhW1;iiRr zX=jmQjeBm^p~Il{G!%5yQDnQ(Qo@i&lJj>JI=v#rDY4vIDr`d=#VYAygA%Nc2&reS zno4NlM3^ea93%m`V6)>`w8{#+)kFhQlI9TgIBDCl9>5z{~d{ARt5Qf(CQxsGULNn(+CNhE9?9d}iQ zsAOw{)S78rE&4oac9FDiB;BNUZ8=M{q{48=my35CB$12HgmqD_Ue&rkL7|~hH4J+}f6& z3$kR?#F5>TCxh7Q6Q<40@fz4J+SJs^9?i$W>oQ_Ym!<=N;uVP{z=f);XfU|bY%|kV zP1;k{l4)2ZQ6otsoXCi!osQzDwmFW>SjmiH*oGu@v#6}9mUWLg(OA{=K+FKU+0D}| zQUN9t(V3NS^pJWwtbB!*C)#Dg;bAY@yk}tbY5EI<&SS)SK?ga;WsRMIi4|{mAc#{b7qWvx(fkUR znc-M+O0=~4*{3V7o?5BdrKplwUFNBs+}?Ax)w*pQnU@Ml#z1)VwX~Hn=LhkSj;BPS zj+$BN=y8f%TDjIIk_ajAqHz#vm@6bvO(iIdXPn8^Q=_;Y#Ef4X!tm$2Vmi9mV3oH5M&zB&tzC6N(Wj!Op00NBVWx?ukoJ)+ zSzl6gsw=9hD<^LnYMEMTPi@@wFt(_SNr&`yH|Y&xu;RPXJZXnTmm$9rnkFlkNfElV zeI9~M3Z9hWA~`@L6NTYgy1KiF@v9!0PTH~RU_BkDR%gYrI!Z^;&mB9+4P8O_wA8Bd z9mTZ-2m+|qkg5PxR9KM!126#EqLL=lrm5)$7ty$GY?=_wO@&NRuN+A#M2rq@HTD1i z02cr<00v+Nz#UGOP7T`3H<;|^#VR1fNaBKWioT=}JWeo7J>#mzs&a(p>er^u6Z?Tek8Caovw|t4)Nf z-w#LdIyf3T@+EE}(qc0{;gXVSe>bS#^$Q%QXln5qQwK)rrCXjXI-n_^7G+_ijb4`| zIlTsv$|M#G1i)jsl^oRAG$8TPNm!)#h1(I(CmQ{kGzQJOCXJMgR8*VE&r1x|ci)_w z;qCQmX<$Z{YTQ!_r;ZrWq?T3_nw=PtFJk`ytKYmW4Mr~m^lu2gT1l(ZM-iSs3289q zx@B@aDYa{s@uiyDhz&jyg5j~5s;cT_P|`?l4^>w^z|>XLHN!RJ+=w|VZ@aMVZ7)V> zrP8N`uSu~f*NQ8v7r{_HRDJ+Ao-yL}o{q9)4%`p!8m+;{1fY;4z@sU8V{G7Gb0GPe&`AB+;Fx~~PK$$j^I?@3g`@I}FvmgBZE zdp?O_vZk_{JV|jnwICE~d>%P5H;zDa$2p}DoxMJ;Jkd$3s>d}w9i=zjf8Kh0^+(40 zsv3*BvUF=7!)q~I2b@V&K`tC&IF219LDHzFN_v@Kr>Ui$Uq}YBHc1(|T3l6YnRJvL z7RbwZzUCQjVQO4w?$5p|YwdGTsQkoZ_{*k}p*^b3~7Sd#lqr zj0dB5&M2?a8tN#jl8xh`)ZvnS*8?^qKCXf&+A1-kT0wZVHaY(QP$i_rD&Z?NKSyc3 zJ{J^%=0l24BB;a)9Pp~@Zy8!e$!&fmD%4_f#s2`6U=*%`wy@7BM_C76~Z+oHekRe$W4@%RSXt~3Xvp+IR)bC%tUEZKs1HKF0xheEF{IM1XM7&YCI;BN;(>B z;5kxDR8;7nSs^Wy-J&vex(PqkDX|KU8cAukw(5Hw;nf=x;Rzo5!Bpdc& z7i%f{RV7;tx9C>k7+f*mlIygn8>@;s3)Y(y!Dg2}NX>FngPZcT3+(aSRhLO{zK*mA zba@pRm31gb4VX7Kq?LC;>hw3G$oyNeJZ7prwk8T12i(yDr-!T2EF7+!Gh-C>HEXv+ zhTn-+i}MXCT1Fe^snJf2M*je?VfC2JQm$V~iB7bXq4u6A@aYH}QtpnYMgy*l*pk-b z^5nZqpVvKy#-Vk1JSH9Oyu$9 zr&(kS!1dxteJI!XTkxG{*4 zrW+c}KMTG{P~XXVg84JV4XQCbTDq$d#44XzQCV3t&pfTMr0z-4QIHJEG7Oe&`*cE9 z@UhA&Y~*FEerCCW@TcwdamI+SG}7UdxK?G-i|;CEWCre9=uLSCCQo5Ug5eNr>uY4t zL6k=l46@Wt;5M$F2*GDskcu?7zDjmN00q#)4G@Bb}Rtt1zrino2xF52%)su9{JFkk1PgbUOzq$VNgk zk7EW0(ds6usgmZNV|vn1Q)z{I%IWSR3TU*qS&l^oh!*J^MT`CM7C8Q=;;zhN5b~%W=E`alc1M^(26w;g|*yM7x3c&Lej38xZQ_{WqzP(NahE1{Tej z)laIc#N}L>9tv>^1GO^_r%5r`q}EYOTxl@E4eD^*Jywd2M7WRzL{RHZ-V>WDBA0g| zRa6#cW;X>;GLlWOOcFju5rkpbV%@bvM-4Umx9a-6FvWEBk=1mE6Xx%?M+H;UQE*a1 zolb>e`Wm+w4IOOBb=nm;s+?A(TjPp~*1vbF(uNIuSag(lL?Zk2e(#~DilKjg)}71x zy#%=5{{Z~H5Hf9wNWmSW)x|Zsdf&Wjb(+ic^!d!1dU{-KJuLV2PWiHQ(-ea2Hw=-6 z4IHbIw-Qb%t5Cy@1{`@U`FpNBL)FFbNsfwQm~~wivp%Wkg_1eI@t}~08=}>CZG0_H zTSHMTEldx}j%Zk;jiwijgk&Qq>OqBI)Kgd2R5j7V3g2?x14}ELk_aQejP61x&TP_5 z(N*+9@v{Iv9DtuhilZ7WR?&9`M(dKZbqqnojdaU`y(iaJVH@=~CC)pZo~^q2+*LV{|^^2u3WPzH>8*`zI1h}X`?Ml~dy zx+`$EPVvgqs)%DW6!=~pr=|C96tt4_Sg!n}t)%idhbe2aWF0|@NR7=g+#Z5zX}=a_ zpijH%UUb7Q#9+hjF6A zY4l~N(b0O!$w`{FvO#&ds%l-D>&}YYxq!7@H7vm~&XX+IJ{X|-NU7wG>{7f8;8M~_ zpsX^i(xK{fHw+_6Il4oKOFG?tl`S0WTUNcgYIff0^n)8>6k#|nCy3sBYC1Wp5k}iH zCBST(5=kVR$vH_UIVWz|RuKoT#c?VeIvca=YpPpBE@c>hw38OeO##6*VCbH>HVJkqQB& zBX}qY%5Da9#O95sD+Q?Whox*`7E5SGr^} z5C9nvC??%3=$stS$Rsz(Z7VI;cMwScQjOG^2JfnEe;jYxQe(d$uho!J(F` z6RJR!*wuMSE9XITY9i1?ijt35FV&#SlT5Jy+P4_Rs-vUBuB&>I(8Wm<|Vt*M_?w zny5vDqF=Dh79kZ7Qw zr(^#BY>F}4>h#YN4WlGoAH*PmvuM>#0Tm0F14ni5-94$j-y6xL-)=8cjYu(nY5h7lwz@ zhYzJBaaSUTsGCF?WV-ilr3wWuH-$-b&>ab&d-WBxu130&pbYU!2Ku$kGJ#}lKBZ}~ zK^^sYEli3lY1j`)V&wD6VX-O;uH^+hQPee9wj)J`(~JEzbxbtKbVcMTmDf$T23t!> z(HKrQU&c{iP?FQ(FdL5@Rkd|>%&p*o8Xp|mqZY<0J%s1URifM`>ipV(9fbqnk%!>_T}eu_&K*Ib*by6*EgwQ8ToYPdtq*(#Yoal1Uu1 zyRptrUZxY$Y%b$fh17|4Om2>dxZh~rjcwP8a< zv*Dc*qL)gK4QCqq>6Y-ghAFEh8f(2=K(azMNxhF#rg-}gT~mf(5H`y5SgI>3$IIuC z`Mq9<^lJdYv212qyjHsvsEZ1qs;)78+enm<8O1bGYSsSrdy8B+hic0I0Q+!ZaJS>J ziux)$ysA+&wd?t-RdkOZ#PF)xnQ)o#+G?3CDMG~*zej%Ok&dbxZk7>nHcJNYZrlBTYBX=$NdIjSlp zNMMNucam8OqAuw+tiw7nD)g%uajMo*GYl4$w3m%8BX*5&yD+BHR?ViiY)>7nda1Ik z5e_9S93`r^eYHH1?H?Q3iHY=o6|KT6lP123W{XWPzg0SVs)$L> zju{TsmMm)u!13U>Ur-~T3$2sJ);%l9Lzm*yt=2mJflQK&!XA;Nk+w|bp9G1L_S|bU zT_5Q76M&ZlbBd|v#_D6*Xm5)Sqz*njG7ZZ%CDJ@zw->B8=*d?ul0vL+G1AknjXfMU z_z@~5=T(39=SMLb_zAn8n8hX-w;PxoO0l4#(q9xgZOcP};=Ih_lj1eFoqsWvrh{8k zs)i-jyik{sDCwhC$#vr)BdaGx@Qeb75vqoUlB#<8>e=;C%UG=E;(@b%z$A!6K6T8rKh8$ay}uqc(_!&Rr}3}SJ9ZC`W7x(r z%5P7+@fy0-jQ;>Ml@hu{JdiEh_Ldn-o10dq;lBytGA7Ycag zO^qRLkMx5UrlzE>#;6k#YHBekr;47f-f9q<=_QbpLeZ8aBz+BXg%Da-qn(UlOU*>ssI-OlIcCK zg%2DcZlro-v_nt2{+WI5hhSiFvI$$K%i78^#I%Dh6ZnueA?%2ZX%kU*O}sU!l_ zICLJOf{vPs9gjsz3PB!Cjv{plCg3uXa{;z((rj=xlz6T?idMjOsi&-!=~HbOAaqdT~QVwlLM#Db%e=h9dUd+sH3aSQEWTV1mX6VO9_0;%l@s)8JxeAKRRH3`k$*Tzk z`9w>lkh>1F-qEa_jFi|lK^d}1Emag_`aLeky&tLZ;>2KMwX14L6LT)K@Oxs9qQCV5 zX(NV?G^N7&OQS7C&@UD$TwxPgH=$dVCs5p5wSZh)$6bWt6j+@cqWJ2lDxs^Vd&T@& zpm#%%?e!#nkaUL+rk*fv!(o|f@mU*TQx2xqRb@FenN;IP zBVxsLuhFtifb^FK#Djo!P}ah=X{DG=Ln}vFPWz6EZLFx8C?gr z&bjI1C46U)U3Xe-^WXN5Nb0WSMTWqqE?sL@NZ@Q_)h`cY+$N^)Rf?D|$^D{|ce`&d zHTKTC4z8@AnU%2gt*;!(UzfxT@k_V9xqjQ zuEm5G^;eiBggPdA;8-2)Zo@9E z$?|lqtEqx&c|1wtc%RL154gRqxvQpvYKc5ZV|iQ6Kuv*`IH*%@rcOQEkwvU~{H+@X zt(t1*@qcE6&5W5(pKV~rkFhb- zLlp6x@y!~_hkaZTVnriTIq>M@F>plM%5mmcnhZ%!)OC>+;hr5k{{S~*`j-K>)eQ%yZPX3?G*B0Lf*pKx3Jb~?t5H9YkV;=>clcoA6Gey7dU_;pewS8vCA zP4jFGb|Ry0I!KFfO*W6oOpF|8F*q{2oIZK91%whV=_dG8V%(@2eD@SoivTY z(Wlbve@y#m>*kd|Ppp-7S5uu>22;KcOL}Z7lJlIxoY{{1Qy7?=Uj&u3r(i6pDt5%N zv!6QOs^XD8($rJ5Up_e|zs45Jl@`u39jFc2c3NAb&G4Jib#&sh{$*t z4{f&j>S)6hvo_RGw1Tk8^3qg+x47IG}~Ay z+E1S(kzK)S=903c?1q&iPSA=qapzmnVU)M*8B?4v-fDv@17N7CiZd#Jpl<<_tky~5 z#}aw$$Ne8;`ghuqm(E-MhhNcP7#!e>!R;G*Y%dRx_{~QKmz|-dv23_vF6>iO#dm5s zm2Ji6(0!Fko3j4^JrvgTSdC(Rq;Si#@kBco^jN|+e3DTV-WRP)_pRuwu=m>2=MnGn zV3yep44H1?R6h@-g)&&(MI4!Y3c6goqgg6swZ{v7)kPx?6{sS_{nJ;IX+huti8jCP zj6){XETr%SyxaITEB^p5tNyCod?yoI^J!4k4*XXB8Hj%8QT<)NhGHMN)PGlQCKHLZ z+4N{?k9sSA2E~8n^?%h`{{Xr%47+r)gTPktV1DVV%eJ6!g20PhFt_d0QYhhSfGjVf zjy%2{T`o=2tCjLwDWQ)o+3YE)mB`Iw=$Oe!}!b4^t>{i!Eq?px5|IBaLeS}JhcJ|3?~ z=eCM~sxt)_0ooRfc}Kn1s^syeMDr5=0Q8-Y@9`y#zX?8wD-QRO$@{e;TUZYPImH>D4 zYkzmK`5R*H8xggW+`@LrJ#+z_kOywTMr8mE;ghljLhVl|`R4C(*zGAj&b>ySHBj#eq}LlK%koeUNFJY2;rxDf%Ae#yq3m>(#P& z(n6kMx&Hu3*#%FDG9DFm_x;OJw4L&L^Ec%xWNy$%)9Cg=pL0RDBwPEQ<({KdbdA1lhtc;X_ii6Jb?DFJ;+gnUSM>WK!rO4&=DU4waz^Wp@$1zxc(mF+ ze29LBWI9*fm3VXr?|YLN-DBSPdi8XhW&|CfDL;feA;#V;>%dX{{{V7Od|UWW@^$H7 z$Et1xjv?Q_vK-$O#^2H??;mn^ln;O3>(u`M9L)a!(>jjg_Cu;4%)5D`OWyY;P5Zb7 z-Fk$7vqayVT|cGS4n^^imxW08CC=M7f3HIyi4jn_!1W>? z#7;AJGB0lHT?o{#jmm$4ZKTAr9OaGV_Rmy2QanyGJZw>h^CH1Z@-Ml_yD z7$PF=vmAoWPl6yh!LFS$Z_~ip_utL2p00UnC2a32mpj7z$~J~hvnu$tEx^&o?~8g^ z#+Qz~SM!E`-LI#VH^h@8dBci(mh`bYZrytJoL;A^=%$fI)|Kn#o7UcuW0ZM~!Z^Ll zdPwAtf!Bmw-OF)mBi>`6cppUC@sw?kZtt)i^Y42L&Oy6wH1Y2#(>w{KZ$^?yz>C6f zZsoli#~06T6UFXZ(oF0&uep5Da`k-_O#8Q7y|yDgS2uUt?2BBZCI~**(YP= z=)ZM=Hsi+=_L)!N5!|;PorjX)yXv;ftxqXFp?hSgPnCLp7#8Bq6L~Tr?;mRMripy1 z5O>Y8)F;Wk{{R3RAR5QYc`3E!mD{%x20l}T?*_LOB2LpW{2)7)%R3JvMLVhiweIZa z<1udk09N1$J3}q9LR4+Z#O^m5-kNWd5c*Bh`jVB!N9w^}U6zlef@Br(4Qf8ud z^z@9}Q@121E~;+f*|as3udIe;(o?cL0PH{$zhrUXx;8>K`xd4ajp!(q9#tM4RH>zT z*gCje0klc$j}iQQL@$UR-j)6ve$gjx=KLUS>#yIAFR5(t zo%Hw!w;}`bAKs8#)kE|Cy}d+!b6YJsdE|W)Z`qgghw5AQW&Gj#mdQ?@c|Sy3)JNwv zy;MIx>)Vk4`48{NZJsf_p9wbg*KbD`)VJ*tcCKH+0^Dke&it?N+l)!yH}z0%9`FAE zPNl#ScQV_HPbY13M+;mn#?{B=J?G{Ix1^k%#8AD~E#9}Q(>ro8J_l%tsu8j)I80Ak(mH4}F0la~-3E8`@iJ?1;r;{S=s|#Nl z(U1>G3v$!zChxU!i}&rwUo>0QN9HfVZ&e?dzXiQieq#I<^-=kY@LQ0+XtqIi_gQ|> z-~+B+=J!09$0@!A-LaBGC79xjFPXPNno?s!`mEZq|wTwrHv%k_lIp9H`N_-&O$i%{V1^o8p{@%3ezi`vt6q z{{ZJ<$a`^|hqP_zCq_Oc`Z9Tqb9F9dTl( zib>^eOmQPf=Xq2UWtS9_n8T3jQ$|Xr9oV7m=^u-2RSi1Dc;m`=)64dfo-<|G%r-k2 z>g#D?sa=g~0?U7h{J75X7B7a?Nl4lCGmU&Z%J;0uH}vdDqcu^F#?c;dH}zl%z~4(1 zU{!`ftS%t!5OR*W#hl2#B;Js4o;VxEz*N%_w(y(BnD<@h8*yq;Pm3?2JKTGL?OO0} z8)GQ;&SPgAfAu`4?HGF_&fqhe{AriHcwNv?~wlW9nN@nUHzX=@j0w5g>#%G$`j zeU85jssLwr$i~eBLv?B>J>G zHU_S$mXUUsPNq@vMy@ZPU}{>Xxwb>esf)Cb=*T?tYpAH{>9z@qC0B1MOSIp%dmsL_ zM@>_)>EMo2+AgGvWTa|l@u{YfK4Tdo9&Nu=#OIG_R6`v906I3O?^^gKqNy7INhD9f zBzhk@$4?8WYri3(Q-1KLc@4iT_Khva ziX+|74Q?`1KKeL6Hb5=Mq(kJ&%il-08j;77Dz|+W*6nePSQ!THIPkK2)l`X-NYx$dWu$7B@v3H#{$iNoK5f5Mqo$_V^bki8?UYbY zWS>umP|AE~rG=Z$DWz<NZIcdHJ9AA@FU@&M zZ0%dnVbn1n87W~_^MYx1SoD!aCHeH@R?WT*y(Srl$(H^-9Xn;)%NfgTxJ?dw_^>2@ zfEOi=_*_|hSt=vo(3x(wN)}HhuCwV*);^AOwgPE`lnjH7>ph-UrHcNUuGY^j~{7O1?%eRs- zmfnsiqq{bQYPt7-{{Z=C;91zD4J=}3T&$570!9OEQrL93L5V77b-5y`YJpKiW0Uox zr6iw?Py-9JuRB>gD#cM~0FGGLlWBTt<#s zU2rBXJrb{@c9x5yGTyi48OLM%EF9l>(SLc4)ti%1-TTaAz3k|#Okz<*}aT;!hFHmm>u1yw)* zWB>`C;0D#OP;-6lhktyA(r#8#-RCgxdptt68o|%$80v7ei(64rs);6&g?(qF(jjhB zm2FdqVqEHyu31)>3ZoH)np&eSr51Rm3fE0H7Va*Jg6AcYvaoZkPJSk_R5a4db?*%( zmD-AE{3hAi*jogx!(Nu1m<@bY9O0t8-K8X2n6#8^=;hotNh4tK$g1e-Z&pScO3HRY z2GHrk)m1e*TAFozP|!=XkoQfZ7(tHuae(bUPTTfJ_4y-8-3LmE0MC5G{S zjL$4l2g|atyKvfxAf=9`TD@}}YqFw84y+uDl(U&TS6T{*po*AN!>LH)Ecx3>nVqh_ z^TF3)!|Lg(wbZ)p15S~;P9>H}fhDDkqu%!(8&Xsh3(hKWI*nd%hDtiwKp8v&a$1e9 z;|x|M2WT}VX<^$aJ09w!ER!sxSrzA< zw#mNjlW6L&?Nl}N6%bVELkBgf8mU#lo*fhw5WbDtS#H}Ft@~O(?@?RtTv1u+G|JM` zUQ|>V$r4K`Tbop`kN|kZ8}es3cA+%k;>#Tk6h=5(#B=D^Ol;kK))iEV0yLquHT1Cv zW=RH38RNMOnk}7QF4fuXJ`spt9C&t|mAbQ*L`FqLiMFZ?fZyV7+6rI0luImnX$>VT zCG}cbI&)1cA#2%oOEJ3AGSNXJCl+Lq1gEa2Ey+5_PM8g_Rmz)FV6rzjr8tEU<8q#w za}>I%Zo7@3+9vGz?Ig=h0!vFRE}`R%5u;a?Vq^tC^ko}1Yc4U0#3xA^g%vEGsH!nm zsF{Bmdx8~D7U6zd#lG&V6xu@JB{VckGC~N*B~*`Ayi>`~cEyvV7)sO2Pc#xLM60Dw z9Ocu~K^u?Nq*V;8w`9K{7Qzu?NYfA$LZxF+f<|iBf!yfb#%Qh`t3yce#ZHh*6C{vD z9CAk#XVOIx0^|}$#o8I}$z;Ol-ijs+AP$ty(X^M`1J@XtWhD4z$lbM7buBbh)%0+^ zNRk8*iP9A>EK?#}u39n0JfL?h`sQfpDKuK8(<8{wey#|~2IhSdN!SB)S|}Qt2xO6O zSShKNYNw9<9c;2c7>mYtYt7j$Hm;fpid?dXfnctt(!W82uN`mE$W@A)tsWH)l|t4u ze|Nd%O0zz#Rqh%hNZ%uH zRTPs_vS+Xqx=lR{e`Xhr;afQ|kn5_i5-n(n_JO$V!L0{hL<*0KL@yneBpq z#qi(nklARenbx0Q6!Hko%^-x6tJ3fT9OpgUHW+m=q=i)KjImL%rqaJhk5#KW-PgRX z?WCHDo(gP0Mr5a&ol+?38tovHgt|EvUmrNzyCtB2(ZbrnJQ#|}66;!}Wp$8BNYm0$ zc8`iKy4AD~ee|^wL<#WGThYn>ayyT1)p)%`D(v!eT1{dG(MZ5)_mB}Y1{i`+|41sWb zRhqw3t3!2Aks78ob_JF*I1^;Mk0G$q7p>y)n(?wP*tV+ziU=o4aPq>GEl)BbpsA&CENp5Aw>B`ky~x{jueBhx{g#F9s#_YHxR3oa>!riB!e zYU(NPBvVTHQRBYzsgpI{3EVj-*{NWWt5$cZX(C56Up%peeIRc|jX=9KqJkl#95uMa zQLcNEI$HEmdCQSSsK5l1j8lLHQc0t)xB<6i#Ib0V>zrQ&EPyi6sqmx*@M>6joB5C3 zs}<0~u+>cn0y(Nx1^G()TW`P7tK>BjW5i*EbX4;jR9l0ENUuJo!S%) zQHa+nInu~I7=0y#7B?!d80N}t_j)xn&o31rs-h^9out>q5t!@@=FN;@YpH=97Os-= zV~<+mG@1*|>bk}NuI@_=TNP6D%*-h%FDfR`IxRHBTyal3G_lhzwN9fDp^ajZTx9g91bWRAog^2H!)i<;5{V?#R8Cz8(u!?O zB-Kzo&B}^R1#G(+?FD`(98klD2_==6Mg^8FA6HQ6b2KP&fu8;Ie3*U|w2i7l#+#V) zbZCPGE{P-&tBc6pvBl~mN@_S_X(}l%5m1>F-Y0RBLNK||T%_H)4AfX~qL@Ory)mNH zsf!|Mq*B6)@#VWFZJSe9&_*Dqt!X2copMDK=mP@^_z5cC#morF*tZgw!+O+=pNkX< z%iWmSp=0RjDQV-4c0D5N-LBg$CvwERT z%ZE}N*Iv&8JGI{(*qcc-ogpnGuF^XgA-$d0vme^FNwrNl#TKq9r4x-kTtX%ZpyXXE z-=-9BTBf!(TB<4OAfl|6n5>sL5glx7GD=}FfNncuII=NnTth*4l0zvK5qddG#*5Ik?yQI27q&84WBwB?>hmPR?*_C5#|bR4DLL zLS&8ijEke@+oON>AN@(Ki%S_Q{M5!7auKg(gxq#ANz`X!dp;Ifj@vaQFfpfb0H}>sY{`XV*XSNCd02jl5zC&zINQn;d#ZRO*7N&ThlP<@i zkoNkNI@`&F&rYn{F-0>7uG%!^>kzuE!{{WWIX*R;kSouiF`FhDN?b=CXV$w?OB#d*jyB20U zq@JcF_pT%alR-+5Nncf!gi=mSX(dDKYj3*G6pIC2G^0h(=uH!hhjeb(RZ`)RBZrE(K71bDyCsx%)rlz5;zBq&$DFr%uDrgm?HvzJGn1}p3 z{{RyOuy3-h{5pG4eXVErscngtIU}d@| z2C90hZA5y-EV?gy%E3u18pVC*cG6PACpH|_sp6D>XBwj#NCoNYv*#JD{D1!M5B~t^ zw=p=BbumXQvaGV0;Sr>lF-x_s0*Ack*|$q)q-A<}B&8`LWl0V5i6l}oGQ5DB_HBkz zX?hf;lA}jp$t0#S$8P0|CjF>tVI)ZnR1UXn-5|YpoMbze#udfjQM{wdfQgXyo;zVb zV=woa?f(Gealh{Pg`jGPl1^(ls)tV~j&zPl)?2e_BFb*RG0UFSkYTkA9P-7d5s8QE zC^*KSPhn~kCE$(=>{Wpb4a6LT5u6dQM^d6zyY+lJQk!Aqnh5V7=F1M>^Yk~>K5*-JZ}CS$ruwk=6{Fx^d3qrpiIvL`!+MGNNJ zqq7UNrl71>+d8UTM&>)=?(JFCO~QK0Sf6zPd9L%}7N8k@Bz1}Z0CS#9yPQiRDK}JN zG|;|W>LRJAxb2NN1(SA;s{P!Gd*aj|@e%#ne#N!eT#OZ}!ciXz@H+Axe~bO#}twc_o;sQ0=Q`RE{g} z&v`qRt@~O(?@?NkFvFZ-@ud{;_(~xf6z_I@86i=ZY#pmil(ZF9v~MFdEVPixQ|O7k zQdNjM$07`d{QDLaSoCjAO?RWB($J}x?aiacf-$v`&gRZDhMVfCsG&nkPb95&v(bvM zWJgDo(@5Gq{MXpkV6@dUP)Wy)X+*P6MBs6ev~;G`?5pi$JGDa?6`aLUIjO`0ij8)b zQ4yQdG&;S!m)&;Fx-S})Gep$d>$9kOvSL;|ChgtZR{gCX_o%H)7Lex{axE0`?5e~x zY2NP@-~%q$J64q8QN>k7G_3J@XrX#!V}7nxm7@elm=(V9X;yh7lD@E{l^U~pMv-13 zi7&XefpdFZl%30TZ~nvo0I4;xZ?TK}%pFhv02BWJgSB1{BY`r^Ybk-qWR1}hWlgga zN2RyM+_adk9ZfA{HES83I(0Hl4Dq7GeG16yv0n2^&WU`v*C&MU|`d6ro#Ze#! zEO0>}52W5R4H3JV*cC+qkyU*qY%M93qk+#iX$Aai<%Q(Qvvs7Tj#Lc#x|%upQR`G+ z8(z2H9H_)zHX8dZ64EU+T6alQ^FZ+`UzOEkl*uMczzz#jQN!w~V2YkQ^XS5X2A10$ z9J{uy{{VZb{WIGH{{V~OzuzIXUL7gXTBwQ!y8Q_hi6WBiom{97YTVpWqb{D0Iu#J} zZ6C^BTuq`jv^2LZ6+DuG1|LrHR8H9eH?;G~c6*DlxM#a1jyRWzKJj|p4YYZSv?t=U zO`*MPI(E8PW1f=~rEHl>uAE27Wqh`x!Xs`p?awMe{FGOu3U?k`&&cZ2Nr=3*W$x)VwG17%&bkc zrlgjsw(6^EX3KTg=$Z5l`_}zRf|8W@(7_rx@}vu<-Lq$!XIP?%OUWaUsEDHWW@C^5 zEhR*E^GFw)(SvxtBqW(g*lC=Ty>Qs-VjuAD{7e?XzRI`o>Fq`KwV&Rlwln_#5vlzl zw6t@$Nbxw5Bqt!}Q86^?PxFD@N5&%5*oGe&o}!vIf@*cUSnz2X5#t1nBO8;GInuJk zXewx8ztYrKK_xmyn_=(m-D67J5461Gw({^%7m;tYb%g#ju~Tm;222{{Zqh-}ih%$SLJ$xz&7Bv*=_pQ?)%@j}`gCyF@SB z88cYml`s0m8tKuNIc223EL*Ki$IL$#%ZyVk)b;Xc)TkLFthlzG^-8HeSUYx$5a)FC z?^71KnwintN;Vh7WR*?P>qcD7kl7Zq(4?YlHl)62U7d7vj$j2$Dhb#bZ5K5u�tn zAP#g^RFDBQI(`9t1t8|Vdto7{q-q#6{XI<09*Q75V;ZZIGu_F%Av+*tw6xsX1klvO zLB&xqsnb)Y9^l4J1!i;M3++qB4K*|=MOhi;X~cps>^xcH8e3WRttwE`J#8B~G}A=L zPOP3PO02<_L>URpZ9CRzit6S@l@x{$MG$RNT4M0edy>~=;I#pPgVWJPS4A7Cy<{=a zSG>-<7i(l79gwzP_>DK{>Me!;0NcOx>bp{Z#o+$uUugdT-73EYZ9)G45g*;B>{^pT z?G&*vc;rG=(bV3otTKWPmO9EBYRME`uUBejec2UKNc4}z3O6kpsg8!8DN<1lK9{6; zoJk(OM;Xk;+j|#{DxWk_GoER95y!u7lTdeZaV^ZxF-6jZQDmzO*6w&6KSN# zc;U8p!(Wsfgjg+I1ua{FcC{VpnYUd)l`q~3ELM_+l97nJSnTyIyQmJTJNLs`F-DoC ztxA-u*GtDOG;SSBZLRB@HQ6k*4M`0wW#f`|jow2kk1D9r16LlNU6YeNqsQ>9PC8nt zQbPqMfn}(P9hX&5?AoEMXz~KAGaJUk)6GMN#Z?h8$)^QUx-#TCQ5u|*1KQlSEsWxF z%P%-I)YR_dMmwO_w5tSQ1W2PY4o*!g_H9Y2Yowu~r#eGAPG_2R;6kUjV}`XP6#DI7 zI+{0jGKkq^x-=kaLr9r&woIK*y7{yQUTe(x_LFI9v^7DsH)!jGeiip$mg`4RPbfxv?9wFkxGUZg9tI& zyB3ni8n*hinuycKSmCC4YG;;BVzln^v6y8u`e!FPn=`r6cVg_vIc7JL+cu}FhT$zV z@l-{AQLKg5M7(T`CABPYM3{3^&Xp!;C1;W4j1ZS;0ihM_Z(cS1^-8Qdnx;@LGbFE1 zr@GPTO1ejK;kj;aF0Pi2@Z8p)O6ds7rg<2amqhGjUCa8IY!#&ImICEpBSjpJ^2HNh zlo+C54%TZ|RtCNuW~Q5Kn?dN}Bkcgv-)~@)ID~Ikho=@MOS#P|_^G5q%@Ej9McW4K zmIPvP!cKIlNnk6!WI-A25-oYgXg*Bp=gmzfvF4_u5R+g-6GIjM02*3>8M}2=t*elV zS`cqqC|Ky7qdb`!b{(Y~1FCBvjV2Eff@owU2_r18k%u9}Ah_kUbrVF8M+ADfAVORq zCrR0yfu`=;gCG`?g=rzHh{)2yUD`H@+;PFtR@NaR`?4L|R8~$wnx<(dmf>>g$iv_6brQtBV|kmS5@_?tzvVj%bwBW5tVwRo=MwGabz=TiPf&U;VQ_(Cf%vwdU)w6;Bzji9i?ZO zsX*@RsgV$yfEy;zR?@z%dUp~=+Z(FG!be<$Y=da1nvxn=l2x8f2WeVK5m{F&1<*mJ za%JDNSbsC8o#~>~(^NaU=*FVxgpm(fs~IvC$!R8$w4{~ZNf_s6b}Y@?Cd*AGs}QF^ z7B#BU*G8id$##p5RC1<$31d80UiQU+p9-duO_z>&VN>!MCL@N;O&+fgr*Kw9rP9|( zr#d|Dbb_CX7X6!3Viejs>S;98Hzl$abZf3UE{s9nv=og?6(kW#CuK<*MwU>nic1ie zBCDL2XSFsXO`>I{a=~9Jy1F!SBW&F9xfZ9UdT8k>;FDfa9i?d|(P-6+vZcWh&BE=Q zL5NcYXNO1_-u($#{)6-_7l6-@FT?6>!D`sT)b5Bre56 zD)F>gWIG2fp01EMr${2Fjhtw-f;~1e74Si64cnjo)bIb=00;pA0|7rF{{ZyrZ>yE( z1}Ys$>MpS!WkxO{B;Vp?ymrD(iT*)nVJ&fFwC>G5VmvA|daz0ous{N{5{Eoqrv7;| zYpN`;mzHk?>ZIaU)p6L%A+{MG_53g#9m=NgFn+&<0JH>uL z`&sHWrmiCK4Yn=SOyi~{SKc*aY7ClzJ=%GvtMEdhCHeIB?oqw1fM88 zc0;w!N4@$IAIMwdvBAeJFWP+(kLmn&>?#uGWqgmI39M&h*Co@(Q=-A5Fu@->6Y=#?bN8aEwG+Z3u&s;akDy1TwP z0)SM21gh8o%F{S(Vmv-qkj(|tfx*qyHCw+zfh~gS;46wRh58&DH+*tx33bM^5dQ!# zL=-V;uPWGd2<&BGjDf7g$WM#2oeW%$nnR)l9>7U2UL7(SsBj#shNS>w^A@#Bq| z3~(B)4(%Qit_|YZqeJP;UYF2iGz+zS=YcIqW#GH74;;@B4Dy#Q3!T=}>7M7Go|N)$ z#w&!nHXZ>7@8h0RI*u~$ke49W>DAL}w;weiMG6^Fl~*eG=_C?QH38^6hv=1+mV+zMsTwCAoC7>ne07w} zi*63R2hlb!TG6g}?CcC8c0K3ljTz+Gb7=K=>;4TN%CTa>+YT{58zgUk%g1Q<4vhK; z&Gh~6WcqmR=)Xa5tVan>q{qw0W)tu{!aZN2{>jf3A1L_kz17H<98TQ_N9IItCywHX znHf2hU|`-tJ^MHKKO^q=@iw0zBtFU}<9A*49z0ri2|33~J3h01P5gM7*x30ivmQ># zcuUMr9#eZe$0+V1h!^Kw@#j5kOt1w#Lzq;<P_XWi!y=1sP`6Hx zH?p-xUASvh`In^BN=@W~;bR7iE-=IK6KLbF3MUvN9j>uxylCMXn%bGTL`3pxcbZOY z5dkLJj(saQqGhs@5Vo;1N~&hoZy@DM1kbU*T7dzL3XQiU??9pgG9aR1922+g;RaX$ zIR%fdM=l#SjC^k;surrTbb#Ds;$P~6fnVem{u}jQg?v}|YW&Cd*cSNneAe*uK2>l% zcfnB6`u-H?4>WwV>8G6!4RRkbNNVy|veFs+t*H|tb0fq^C{+yYh&8&!M>0Ze-INBg zDGrdtnUF-|`bO_(9mBP#+b0{&_VHRb+U_>%H4SXJWM*w|dH?_r003YD!Tb~yO&CNG zGA0Q^i7kXR+8OL;{?G*k`g-;2*5Y!7sB;7}s7o^|R*5j0^FDCre22%NT2Zcw~6F=n1R4JstG zIEOxMVuacy%kVLMwL5?_o6~?P80gn0h=6oz7Etk1&r7v&GMPt}yj6^24+D)?$|@2B zaeCuFI++ds03Z&OI5uDqaTm=7tXWJ=#tkGw2#N^V5rQXo_>m-^BJjcdRA1CV3sQC}dwL|eQMuc)b)aWnb%{gYa=yUKTg?sx~ zL^b&foENyuo#8!mNyn1U%8Sz*zDmtu$0t%x4B-w)m|}?)OcKSxCn+&9I=eiCd{h8I zV6YeuqC#MtzGOD26H{P^iZr!HAT~@p>@ZI9shzgjoaCuX_REZX)hl}c03EI>eU;7c zIljxU@F#^~Rx@H+9RZbq9ajKky`0aw5f7dcg!XMKW0BNn)hbk}Qnx#mw>bQ$`703A#$0M%|}JLw@H+{V-qzPpO74M2=YV5w+rH0 zZ%QAMp*TF8!9?KYUeOLQMvl9fNw+xb=8;|BnZU(RTRRPo;> zOxp6KthuxEi;W^Eh>Rm-Oo_+qR$S&h z)#HZ~;n(N%0x7ZDb#0v@1R@SZVIEI~{+t7|@UcwA!zi~m{Z$+RxDI~?^YqU%WS_)F z@MfgcvpJ^-lWOG+qZDmvK9v;^jO>KSa(Gq_74svDJrx%fFkPGo^HGpz0y=#omQAtO zc%XnoXB9nf!C3?u<@nD6qkt;;I)N|7hr@%6oPz0^OiIQJ7P0=Fj^!*z6VpVN%^1*( z`;VTSRv^oivPaB&6>euu!olh2k26}iOvno5#^A>jP3`;*LKU>)j`NgrRC9#9!(JUT zSNHP^fyi+x4uS++Glp)aO2y4gnG z0)^D!6Ug7@s|<*`?`OjH2%06pmT*}1pgn6`_7;*p{H&2>d6yTd85=kObMw2I^k3#h2c}J+FB4x0fosxl$WWQYn z>{$D~D(_5>Hkh`PPpjw{uXm4ToDo{T3?EyoC-^>e{G+Zb++g2{?G(ksp7f*_+JHRP zY0|Qd&D8ryEd3;2OTyqLpaCi%1662^6C1!G#*KOXcqrggpv7pj!9Jk%QGG}6G<`Q7 zyxNRu^S;GDBYT4Vg%dbn1R-E#ug8|Y{)GcLWdtD#3!V4j*>EcdpJ@>{mE{`+yMGNyo+^PQnOYYFv zeosNL+@6Lqa&MXw0py+f83#0{I60TiC6eZJD6UxG%7w538iFADLO{BVN?{S9{%Cup z5Bmqb4ja$oS{Fy1zKV?#%3k#vW0Ut(Yd%BWL9X6G?xE+HC^0F=EsSeP*ECQektO0dg0mg z^?%CF>yd#RyGARsI!Lw+U17s@@H<-v5HA9HtU={%Y2V>|0=pIvd-GS~P z(=Q+zL{T9aMNa1+H*AUfw>v6S7DSVX$b^=jH0n~Jy2$8 z5ky3?Hb-;r&=7?=5@WCj@@6jBHKe;hd7h}_=^#)}O##E7gZ%W|kg?5r06-E9h~X0_ z(~=y4>M^{O8ANcs4Hw9*AsQaaKIsguolSO!{C281p7JQNGUd9`o@Hhi@B+`Aze*q! zU;iIvtQLK0IKdCFSjJ+{X&k1}( z4zxCXch5WyQQ;ihHMxm(5vu|Y5_^wY^mx7xt!d@M)ym~T9Lo)Fpn06FD^dJVHmVglz-Mxb$*f?PNTcdJ5Kn ze-hE5W63X5@xts^@j&fdL+4)l=Et1&DfyQiSL?PV`H*Xae0>IewWk|5z;vvtd|CG% zly=P_(1XI6wiIMhH7wSPI4`8DBJ%HjG>g0b3ypqtCZzo%{c(0*+B)26(`@~!H!daaL; zl=1FgG*VjIA1OO|j*Yrf^$}m5e*3o+QWO|4lu^&mKXfg+(DgyvACa^+eil)~x%^W@ z>Nb7`R@GS79z*yj)ILr4(~cQZP$zSkyk|-(mc~v@SRmkd zX*Sn(Hz&1vI-KaKT8C$;Gpw;lpO2e*=yxOCNIScJarU&++h35PP7!S|e zG(LHOMu~D$?5z;y`>54lz`aG6mQv6U<3h^9o#%R@(SSJs_VFHVk3d1}(TJlE9@G!z z_e((h-y)!OdB43*C(idkpg6hyf`ZlO@Cr3okZ3iNko>f3ry!&K4`N8;F$zHVX@_0dT+OL?A>t1(A8sx?g2a!q65r4?*D$Hbj7oDieXLMs|_kf#OvU zrBcr?{!c>4>67@2g-VEV{P04g;$Mp&1r+(OgwSk#U^gC+tz?(vwdbvr!Wrg)ao17@ zK=P=1%rrbakgpb)tgtu#0EvY?9Mx;Z&YWsgk_QFhCv52Aa5BGfWhp%p(TnqKN$BS+ zJqM@4yAgA-Y1EzHF4$`(EL^N{Pzdt}Or_D|cJ&q%1*8iRk;GpZh^EMP{z5~YMVWH9 zlIkI|cB`upw21~uA!9Ko3)a^5@wo=EYvQ7@?GP|u$eIMg5CBMpkv{JUK%fOi04}Q7 z0;jSK7EG-mslGUmS!6RhX;M>Wl2%w8m9rHzBw^$;=4owBlY4h|E0pROE~DAHpibLj zr($?V6EIjjR$``a8NGAg_SlQPi^i;M`FLBbPD#qkxOaC$nh0Glm|~;Wa|(#GV*(^l zfffacW^S=}%|cq07cl~z3gkmMwF?$OCX=5WqiR~$fi30JM@|h|4%BelbT-$KEe#Km z7UxhT#V^R=2B6+_I>j~tcMxNoQ;1+pu8#VZJWH8z09~9THzRBn`?-3oe`jK$0^}mk&nrJkl3Bl}!@ohXPFNA}@+?3`vF!*Uu=S#%Z_%xq}?0u^@|Q zn+OPyc*O>CdX(bcHoYamFKLswQu9*VEV8@=+BoaNg^N;3ndCBbsjIR$$RZ4UsOYdI zt$p4#BbpCr0^~FZr==O0Vqzw4BfF67{F8B)g{A1F8G1CCkX+P0zsnONE-We#5~6}c z6l6d|!Z;^lAt6%)^L7ATsJmU~%4dgB5Edh5CO)%9jT$s)aNy4(T@kZx-#%uiUsR3o zFvukAM6#-@Dx$7c$!Sasu&@b5K#%37BnLGItrwz{A?SErwEZ)HtHqN40P%az(KrgU z*e~IIt%=cb3vvGdi`v3*gIY1i;uhQ%E*HQ2Qu;?w+vqtebOtqh60g-2VWF zv3`{aye~!cj)$P|`<0OVPX#9*faOGbf?nGF56V^7eEupD!N~nob=Q-7N|Vo(^AzAd zVev?rBcIzra8D|4fI6ak_uRtIk(>Bmlks$8_y;*Tx5X`=SL+i?d=h&lE&7k^PY31l zO+0bS=5*s%>Ab8zp@uOSG7r{oSmfwCN2pTQIt?!T=C@=NZt7Cm3AO$UJFUmcb|0@L5VgZs@ocwYX?gL;p?@|3&e z;v|mEISb)_@{RgukMFV{_zw8I{!lcW9vAVh7rRH_Nrvx7;ooTr4Z!~ZE<7)P+Vb7U z@4x6sp7%B@@?ISd9vEpK=T_f){{SQcd+kQGXKj;@hC9{LHa_=|Y(JTlNLXS7>SysQ_1y(>54-s@Gnj~lm! zZR-2T9faymJ$vgxF{;F@X&xEmdL7jDU%c}f&|f|FrVV4vxF3dm0O%F zf#i0G@Xm9Jyx#Hmo^t5}zFwM>n^z=wXG#4Q{urOU`Ae<`ecmse;aHd9pZZZAFTCWB z`rYvTo7&XO3Do|)r2SA_Yy>H!y2~ZFKFstL6x%jICQM5oT;twd0(z4G3%76d>03ZUu z1%Ny>vN;;n=}28`*yySnm0L#Ke&N>7Q>VHM8hZiO+l4=TGWjw=D149SV zVI?swA&@QQFwcgujl;Sdszj-1FZJT0Nw^2)TDVCgPUZ5cBk_qUE`Yz3e%%m%rSy?W z?19rngU&UC{sfZ_xk-cXWZ!(R_1O(Tu@)Q&1?0P54Ne^{!bqUSgyLAtYu!iTm=NkH z#|qwSO-#jH2av+01=%_Dxx-VXXqRc}Ho$(>&JU<6a;|O4V5ph}r~~$nbsk_>NJK)M z2b{vSqY^fN2-v%>04fC91~?N8Vs!A=pz06r685&e=%_?QL}3!*CK93aV1>k&x}(C` zz0$4DZCvoScs{Kw3;{P9P~1`Pm!R7+e9PHap4 zB?=TNGS@3ni;~o+`2fSBFi!PHlIn-g@T_}bJC{^lG>lurTP`f`0oDZxI8V8#dxy`* z@U0jz+?x4>s%3mNAEX*$SW~2p8xSWD3BV1)e&nq2pF{ip2t^^WAyh1wLTGk?Wt1T+ zcE^U%Od6J7sBDUjG505Pvg;qO;LU(q$h;8{DmBN3?vRJ!4QT~MiCLgBQB8|-vhtUn@a1y)+$UqLZ(j+ZMYyso5Th~ou=}t0;XQM}=A=3xDKJkH4JFGOHJ8PyY;wdHT~7YK@nLXYoe?7!gla?OFRYSBAXr4gb0 zezWg^DF{DR1A&2Ar7=oTu;>xniqMtW5Kr)zxrC+yI2(M6JDmCT62=aiW}uOIc6L;~ zm_95jeTx`wd(5%>z0vr}<_W-L$!H1%4Q?9->EshkdXjNagJ&fh;Ezg?8kZn50#rZ5 z*h+I;cyn9AiQz;xmo2cs)GP}rAMw+&x z*ie{o0m+9@vfKMIW4p7qQ(CQt@$lgbrCM=h>WobgrH>li@DUf-ag>A_c_Zy`RbDe8 zr?cXz@s~J_nD;Q_%7b5$*iKw2k{~vO0#k!IK0?u$gra8Xg2T=rNyVSH%lRpUW!o>F zXinzRU%!!#?7=4f-odrC-5!d9O%19{*0oYh^pZ~+h$6K?VMRL7$ppcYkR~$JY3lp5 zFh~L=g#F=G@*l|oWl0E4@mlyWl}rN2K`$JJVmcg_QChX|CMINeN&v96cv8lqzU@)* zjn)GZ;uifCzR_a&`XQfUv7&wDbryA%bskA#JM|_Delu}yr3LuITGr8Y_~1Gcml=-f z*pw%32bz^{SPlxC-Os4DQ{$154Cbj9$RRAsx1$D6aOLREyUsDuatAFgx6Ifs_bVnx zeA`OkB!uMYkz8IZDp5=j0G^ZCoK`o}00vH?&S``OMWg&|-j(^A#;P9N z`MxjeDsI>tPCPOz7^N?h`m_SMnlp=9sulN`_BJCcOGz-H`abWHwn?Pcv2gZhN+$ zTy<&}yb5B8W?>g2%jND&)#6-wAZE*uI} z5Hob}W_2x#Pgl2{K*5>Qo_klp88kY`CCd z2(boq3lxe<`sa`UGjUXVX9RY)dE>%_eaN&0sMW$vZg%3KQG3`7qvT*3 zRx?cEt&l7Eam)(yeTAUkxpnsU*yy5vT;kA-!0;iV(AE{3BU2DM7uIoUFrDsxQ1TD} z1!lxpA$7~OQZJW?Bt2D0RoK!njNj5pf0~?gMjdSb2!f|aiQRS59jWn5 zEwv*D!xwttRIve1(hi^uHQ3&vyUK9Vp$0GxnE(!25Mcf?dbmQ3A4_Bq^QuR2A+4!N z8w1dm<@XLu;7C~AcQWzUtWrw8?Mj8-t$smOyyh|yo8G>cyaW%EZ@+O?QE$` zM19&E*}Reyz&DCbS84H)g^0luWA&kXC*hJ%oD1dlf>5A>Lz{+qo4ENQ_ZIPrn2dcG zpo6s-GWU?8t?%;OZI&!ZBgV+M;sz_RwDo78srM*^0OGsYBR$kwhg=t7TL` zyWzPRx4O+)<*3uE|1Nm?P${sd5aOb7}wVc@V&o`^k6RmD)C}YHqW>a z3DzPAJUz%{+PtLRuA~})oJw69V$TylHoFA*oLLCU6iF>0wAefd(oMr1lSFdT+-=^H z(*C8B3uD?PHNZw_hs_Rk&-ogewtBZfUgD)L+D3TT6%+p+tgB5sbQDEJzzBj$eHkL} zp!EA?>DFcom%)hcnE+?Mw>dZ{;J~(p^OGt!(g`{N2Mm{W3GFC^m!cf`fHSN#iNH`R z8j7?Ag=g(=yNu2ypU1r$37XqgThe#CzAl+ukgB5fAuTGJF-6}`s!(ue338SpVxgFV zMo4`A<#J@jMU3?f{3H8IjPRU6;dFd&1!%2Obm-XJ{(a}G6<~pRR_Scr2r6}6aIFqB zR-(S%q?$)ji2e}{_(0?jczE%_;s{1}6^BzoFF9+}6!?@hlDS}t7_}gUmC39b00jaB zgXnbpvY3y|@8KsG$xpNDM~);8{*~$^yCK}hUpTQhds~bmh!)*DO=S>BIBZ^lE>LZ-jjFrP+ zs5>h;b3A|}+WSZjhfhbFR^}1-<>qOZIx#$jRTNyQf>5%XkSWA^VC%G~lTFXa@Br}KH;44s(qV8eLKz3Fad_-2 zwOje<4{;}HGhk6X;iD+`)PFa$rbr%2c*b_8@i`r=>^M2m4u^U9; zg3u^Om0>*Ezyc6i*x`O|9BMNq(YX&{V?ui-26T!Ta}*}Pw4wpv!ZIZW(@Rg^pickqhS{$H-V>_n7b8f>6HSeO~!DISm zS<%`z{vz+MX*+Hp{`STn=i`k_IS#VY!4UbUaC{CG5K2AFU}cI31)G)AijBJs0{@Q% z^EWGCs6;#hi&g8dM(L}gwZOV~!O_hO^qSetUBpzd1}VW7SmXpA+(rC3<71~6knJg? z|4Dj)8?jC{Ws&|6M#BQ|%8EO-%KnZNwFHm%HKsBOzFoK1MbM*MMc4`z2;ay>3!v1N3}T4@K6GQF4r= zJ#Ajd&1ej@4gcHLwef?|jWnf)any1=PZ>?XXdbq;kqOL(!x`?|m~I!cMLh|K7v+9K zFopZWrGp=v4BTO@YfbxaEewK#UB+$b?f*E)1^%m?R+ zW_o)HLquRD!JDHCzvVExK$Bxzw6~I<17r*^{+RHDg}()dlR?Q@Amte~$El}1@HWBa zd4fK}!0ss#iLVK2;p(WBsVrG+bV6^FEp$*B+x`7esFPx}uy!M$RKfpi*!?5{c3IqF zn8U#*Jta3X4WZrqR%e;=#|8#;GO0XfXWAB6_;Zx2_a|^z(WoaTz0*2Q$>e+7q*tlxnN698iuB03FCBxds=)c6OX;V8h^o0Pb6FA`e~&+ZOJDir%{4hr$En^1@%RHLCf z^xCYE>^;@~I%xNz+$8Qph0UyzJLxUv7p^R^#TbWUr9`aTU2P49RZ8Rm= zowUTMQ8t8kh{Uw*VD~9DebG?K{umY<%AgAAM=w8QzWr6Yu`~)R@#7DGYLK(Q%-tt3 zUvRn>eUq+fMr68a)CPpmzUCX+5YRw~-w{wn5||?MD#O(uMKb&v7B#*lyiQT~JOc>7 zOB<531ODwIPL=J}&YUoA=3Ef*aACL6Z}%L1kUX(xOnhOS$8-b!yY=2soh{r|1d5r+ zF_QrBC?oGcw0L^v@k~!+OKIm~C$$Zoomw%9GuFa+tv zxkXjm&D>Zv6q0q#NmN<~+8l4EF^oT4#kb(cB2khd90ui}0AREnfMSUlsff^6?p}Q+ zmpUg!&G&D_RG~reTd3CTe8P!JhL$5{&EPn}1b{)^u#Fr`awfPQTC_qxD-z-gb>U*~ zfGSeRcv9ycT#s$=3w<1an@N$1UMl`7!#W4sDc$4Vko)}-2Etu zAE)pywBErBz=Yi)ksP>S78=@n0_Inrk{CTHNdlz)+JU5$a=IirvQv0SC0Jg-lof-g znSd0GTxUrqd)xWM-s{Z+m|7)X6od51_-}x_5Ct_Yb}eCE>2GQX<{`$(6DaiGxZ$G6 zglx2wsUv*o;+W-9ksdBv{wKHk=0Dilj2+uZ_D)5}e+8ZHg<`cmek*becFg7)te9Om zsc(EF|BVFhwo`>$zEUBk8IyzYIL$WL`|&r~da&VeL36hDnqJx9MYe(>Fze*B=V+9R z%x!h!e*7E|;O7*Jw0d5KS2o;W%S6KvBLExyMOuem$G!7Z>dkO!64Fy_(7BoI*Kafy zno2OC2<2s9WVy9OC#+})`-2#rggmW(mCk;CysmYq&Mvyk(< zj=W+8Intc_vI368Hl({G%J{c`v{OoIN5aR^cqOfQOcNDYP##!*rA>07uLSrG$^D4; zT7P0WzAI~rm?rtqr_a$jvAV6bm?FV?Fvo6YDAsjOD!c^=-_&_Anw~k~qNwTn^3hp| z1(HD6K%~6irnn}T8*Y;ebj+<&n)M0{pO_$rcJ@xj_V0Gn%6~Zr)7IOKjH{XEm&fyI zlJNT64;>t(G>x1co8AmE2tZ-rm;!Nl^d!b9Ic3IiLP0*cW&H9Joc$L+?&bFPkCViaVkJ8P zSNoxjhNB!58u0^KSp_9mGz^mMY)7A>eS6(sBF0oWH%NqN&YnfpY>M^C>0v@w6<(*( zzAmd1KMgn~lHovC(Kbb>&-U(xD#&z$f5jL{5}1wPc42Eh>-h+ou{cqbyrvV$hop0q zQu)94AdO_fD0k&^QmKU@GX^fhCI8oQRa(h>I8ar#P3UGg@x8sxLn#LH|y>mS49T+wMFn$zGjR`%BGnV=^fwD=&Bvy1{v)%8W_y-oApxAk;?J zAWss1&uNKmo?u4g%?zo3>(p0aLx(^1L#6XSOOVE828{Ect9n(RKj$x-54=NG0R_O< z2+2)tmd*1o-YcNDYJ=YV$h{|G7pyhPwC2yqtAbOh2A}V0Y2owL>2M=x;-P)$KNFa-}7sQnZ>HZ`C-G!p=C~EA- z(}RB<46K`gXMZwfn?3d2Kokwn+Vf3YpU`98%TLm~rB9GsB2f&Z`rO3{v%lGYfYCn9 z4S%tZ)R1i8x&5IR`3=)g>>y&9>&+*8pi@y}XiJGV0K@n`Gz@2JqK%hN45HRfyRX&$ z(0oUw>Vq=sUPG*d^MXnI^b`3+t4RQYKIRlK{^wTR&bwtkQ3sdrApZ*D^>bjrhw1#8 zVpQO5IiI2RH=JC4-pl!WO3V()?)OdLhBM3~)XUAlIur8VK2aL#;i|P@>jR7s@*A2z z&bZHOgfm2`=7N7kDv^@s6j!hQoHh4rM3RlB>SDkj7Qx}0=w6YN?0oZm!e#e=8{XK5 zM93emey99Mexf!^PmBHmf4X98ZdzFuM-pcC;elrD_%jjeuXj32`xpGpNP7YxiN|$( zh>$dh$b|LfT=2&}i?6F3e|%1c;{B2i;a<~KodH4w9W4U0XHnxVZp+9FxsOI%68+=2 zrg18F2r(@c@v@v+uj(gXy#@Ye%yoQ5G>H{dqbOng;ql#G8+y%=qy-x8{^>O-?m2$n zDPlvx-53QM+5A0f)oi!$oy2+y35Vq8cm8@S+*o+n)}Q7HUaJQw1KPVr0Fq zcE$I>js0%&1To=)P#;*{AKTR~*&T95uCxBuo*G#d8lqXK*<(4B3X_R*(u3rDW29Ua z8$!h#Z{1$#pDE9braTCnU3slGdb{%v;^1DGU(!Gdc{pxM$fyVYtS0v%83axeJzQ4p zU?M$pc8AVE%j_!Ed&4Hrguab19VL#8@#vDKz1T+UY4b#C9n>`TMCjdv6&)S8`XjbP zB;I`P7P;VlnM}=h1uQ;twW>TGW|s%rTAb*qPikLdW38OKSz5loh)gTx#EMY}ziTQr z(XK_}0K}QXgwl@3LqvD|LEu5=O8BcQwO8T4m6n4lFeI}?{Lm#(PXDlTfEdW*tv8l2 zM_}&4EB6Y{Q*x4|-2MZErDeck683EyE_*TvH5PCxS0>?5>tKenB_baltVj$s&_pQR zcA8fi?b9Y7S6Kr(HCl^dQO$?QTeb~-yjdMLh@(O{B=((TGW2ZT)~VbzC;5oqS!%24 zBDl9;n9D@8A-Ut`R$r9$wU+(3i!utT&yf+#KBp-`n&NV?t1ShbWszpU0J7-8Ha zw0W&9o)~*0X;V6xr;PR$OuOKK+z z%5RH5WJm0?bi$H}hxwWMUP$CqnE0y_Mzsr!giDMtoG=P|qgOncCVG~_`1K=Z{n}J% zT;eqz-e<`MEcVN}2*x>Kuj9@RzzXm`Gr{Dd_4VgsHX1|) z;_{CX|B(A$gw+v(Me+%1w071J4gC@!&iEJlFID?o zZPgTV7kuG6h59~CSeyuxdnht)HG)J)-lo`e+2}Gc2=72JV<%j@jH333CNaGi<&5NO zi(pUyJz~o8EhmgeuuP~DT0Q8vjSTCcYcJ|S20zA%*gbSgb!1>cK9YThj2nYL2*YM( z#R($Xf{9wqY*KH6*-y1T-rBCK5Eu#(bLeIduW8Mf<|^ z^N1QZTXcC*R+Ndoz5Peup~-!;i+&+pj+h ze@+}8vNCH(68JGMm*6~9`Y@3ZXS3p+Vmb?Q*0;MJLYa^c7E?1%npm62`v58Cbc-4g z56WtH1Kx6C%Y;PTKDc6+-=dtDaq|3nr7l%;vhUzem?VgYoNt>N_dlJRGYqaOElhso zZ0g#yM_{+}1P_(U3!hRK@a#9;V8+`iJj4l={9JuleWWJ+6=h38U@1UOj0!0wvCoaJ zTot~uu3;_}?peiY841-pT{@kgjgXqoZH(E0g9rH5Gap6!G-HHr()Cv|>voK;qytgFu0FNfZd@?% zxa$;}vd3nyAz1%qqxKrrnWJdHrKM2R7ax@6^Qz?ZjHLLCDHX9ftYM)a=3M}dutD@- zL2N+Gle=FHVmsopTNFM2Jn?50B=ac^u`-O>bg&IisHDndIbsOb+iVO$ZrCYJ-r2AP z)9`~`{LxP**tQ!IJO_^+!8@Y-142HpZT@u_lp2GD#P+Kna`IgUj=^hn)YeE26CyMk zSB0T2_6FFBCsf*%Q+J~?7Wcn7Dt#e2eC_tKDnAbpR;?p$K)xu|9=BbH7^ zrZD*bhPzii%OlKYrgtS)eN*e3<$~$f5dP5T)1r{mMprro7s&#Wt%Yfv*`|sgItObo zxuHc;$a%XWI#Xy_M1>qZ{qP#u0BM)v{{g_F_)3EqTcxW-X3$*%+}yx?8A<$Vk|3 zRC^=PX_JS?k!e9cLM!0qRJhQE?a=nOI;8`FlK>@Bsi(N$23SZOnwT)^pc+q}t3^KGjv)OI zjzgg)yF>{B#oY>O#69k$FwK}f^}}1J3-O=egIx2mk zIBd8Y^BW@#+qq&3VEPx4T?=JP6l3crtW@)>732`fN*QoX)9XiKk^(q!*p`4u+quc~>tO6@P zg13CzEIEHDefQvnT6o=(`)CBZDT+LO$W57!Fo~)BPWiLF{esz-2^KBJA9xzOXbRF|i6)%2TtPUP>EX7NsnK z$Aol0L(_Z#B}>-ij1t7AWyWMJ4y>F-{BC5<8+W-cn@Z0*HlP=~Pi4zec0f`kVNWj0 za!BW_%G{D?2u@O;6Y4-ttyJD=o4ik3n}Nm3rbL7waRy|j78ZN&=}jGs1cPJ7tkLHM zdDO#e2fIwh%~ztZ%Tv{AWNNj{ zoWnyhNl1Dr4(ssRJZH!})+#AZ(YYo82vvpu9_Y>$Oy%1a<6;%poh>&OItd5o17?;w zDZ(&plKK-Ug`wg)rOPttjDO4O;5C)1$D;|EuvWN{4x%*_m94iqkU@yB_&l?Tlts75vKz8E}4!IMuUNq z^dQU#_^WXUON>qo8n~p@JmgbpUar)TMpoP0p5g_Sf!~Y7$k%pZEoTXm?iOdC$@bu( z@}%c=D-pN#q@>^dEpt~Zpv8SosW1~KFxHZ9e}R|n!!eRuJA8|7O?_v&3Ag*0y6?dz zSvHETuAynL7$p8t+I%K{jJnTDu>6)@o0b6t$5lEi8*P;yrwMA3u@WU^7p3|#*BLf7 zLe&|(LEH?m8|d+p`r0s8Jyfo zL#UyVvF6cWW`<9UGWjKzETCZKVreQ9{4$_rB!fM-e9K?a{_m$Kk zmmrU#vfyGQk^CHCw3dWI&UHpUlY|)SqS2|RAXA{<691hdg^M6rh~%9GULzd=+y0V? zWK>`(B=Z$#me|xwYExVTTw`5u%_#PP>NVCBDl}=Ggl#rjc;}dFG8_#vv}*~t zEXZm!$fxRuZxamQ+vUNR_Js8hRYl5i4{Q zj?iL>%)BrmNhskGf$c4|A=4vCX(eGXH7ka63O!i^%mE|A?RB(h{u+X3E1S1KR?Mxfky1c#Yd=5cvI82Rh6 z+XKe7McB#{Y&!mMBn7mPt!t_({$q)jmr$PNvU=LXZ@8{>EktFpa&3}4KbFHS-}vEK zS3nSQi#Qk-)@ry|$`1|`XjCJK&M;0jl1>fn-?|X$46>vmK{HUvQ{=>pLc3-n_oOTJ z!W&((1W1Kda3`eYGLvFbDx_>AWfbL2JH5sA>1a<^VH}&vzW~t8!z&I{(E^G^ z$M`A{cXIQP45^)ElzzNux?$d(44RGXDTG|l(u$Oc5*6T3rDYXV;#h}xr0^1)xOox9 z)F6RbHk~6J>!Ps{u@zwpLW)W}YWwfQn2max9z*bx-D>6hRA#hBVi2aAhRIq+z#<<{ zE}Sp0S(PK2E5qiDa%Hti<0n@sUUD%}w>-0SQMiK$AUTZAC;rDVTrs`0Xju)Mb$C@? za7-SF8K;>+r@5$=FQnS?(nG>;`rVow#VIg)y%&Mt&f<=hS&<`-AQf75%DLQShcy1d zKfj*joIsgtV!w8y^Prbw{RmvJBMy^E_y2XU*{^S$yD@jcF7f={L9>Ev1jNdC!Q~eL zu;{avMQxbdIO)*AibRSqV40(x(e~LQq>4q5kPf*^22Dtj$q`lN5w9U5!A~g+7GK(}S`n<$vkbJ>kFD20O=(M3XhiffpX3<(Ws1He+K6VT@=>FO?DogC9j# zwlh{Y*9hsIW@22yn<0??T=VUnk(xn=hi#W2Mg^y2Vkjaz8ltF(mc$X)ZN1$d%Bq#c zWrB{j7vK1`=Ka{ZuCXF>L;!?X(U0C{$w;iEbD4Nr4RFdBuV08pus=3Y z)Sqf}p3rAER*SNS{P0B^cWVKGV1%OtEARGhe+^Rl^1P5e#9OBXCn!X?Sw!xo0c?Hp zYTNhHDndKp!$bc8#yI~E=?eJ&C0${H(yx(^cVir%h@ThgAfP?Fr3Nv>@CPP59kkR2 zya%K3Qh9^e{u&5U*=(mnQFsOE69|sj8$>%Cu`hnH)&X2V{z<=?|**a*h6YuZ+;;&z?M{mCye&4JRY@UDjy1=CA zB(EGi&Q_Kuz8B#C2beB7TODxZ$wYfSd1E_!d{4do{&Ww0==#D!?EL!U+jX}@=v9y( zD8vCp)-W=m9Vfea8jLfOancdLmHf_Qb97J@8U4<+NchbQchnzmW;s!u$^~&UQM{dY z(6Sae;4t1mNctK-XY%!WH-O-F8FlA%`$F_@!t|-1&ue#_=b6qhwx91!#QP8EKjhYb zfOUh-&50y67PSt1U!spYDDm0Au)nYJ(yp~%njelUf$d+KhyO6&ILE|2h-PF!l+8@Hdj_A2*J&4*0hBp62oEO;!-oaQZNAe)Jj)JBuU0sYBcehx-ruC1 zY5(5SLY{W6phF9-fU}R4*RpTchI@kQ-(W(pKcD)PqA3MZVLKb{rayD`(|R}$%9!-v z38S8C3(|lVo#LDC0cl~3ipRD{Gk!4zp>u{%tTc0h@EnS4er-VxvTr8_5rY52FF4hD z^5r*4iQ+}y>{GII5SjGV1EmXOh86ymYzse{ZvDah+{Snr6F4x4D!WtygBA=$k`1?G zZ(ki*Y9~xK>>`=*6Mru+Npn-=~rl(g|bz|bGbchgJTX#c}!!ZwfNK2ra* znAwc3z4_b>0x5o*Pffr;WS^d2kRZ~=bjA-wy%%sNrS3|5>dkrMu0q@QQDB$hwdP0K_mSY1#z>uF zmC~}{Xm)mXL8W>C95;``6G;deM6%5$J{A!oB7Qrv8x15y=lNU5J9owj@?pxfiVn@b zCPyAgU4QjnxQngJ0Gq}=NJY_kwF5U}pyR|{x2fkWr05Y7H_}9%aV@fIV8I_Y{B>+c zj%{+c@!_`rkUcLf?($vkK*(02QMDYSytTeMZGJf%X8-BvsjAp2ySKmfn@RCDsO{I% zGRPlo^R}VGrKJ@p#VD`aXW(OEgzmXp@n{z3i4nyvy%)4zRfHl4ex#L2F0E9fC6Y{& zDZ4hSd{+1MT5^;uyzPXatdyAqR(Y4bFHfqxs}{DNvMr>?ktBU!UkCbsrokte_@@qN zv8Mtxg=jE?ymYzIz9j@E0wJBQ2b6sjf*O+PdjlKu3^0G2 zNq<6X{Rc>hicWb&OxjaBm;Rj5;`?{cT!rw!KvgpAUh5~at?^XT02@$Qym$IzTnm|F zWn#PFXgvKG6`d39j-yL2_2f94pxs%~V6;Gvx_ z3J#`JwBhO00w}8Tmy0Ko#nVd&EwRX0&x6ZZvDEZiaycLci9-S=5@1~{0GyOV`uTXc zTKGrH@;c$}aB)J2NNr0HmLltO;k63CzXYeS#Rs|!L3B@W*Z3-_5?IHhQULqA35KnG z`HqI423=6AoSH$0gL;`3H*K!!sfwLelE^8tvA`NP(#@{wRl_{Sj7EX&mhEhes*Eb> zx{S`hZu(!nx{Iwz7cD-WalN@~55dO2x{a;6{f?L&Iw>j;X`{;8WT+1nULg~Dbp6p9_!tmus|3LpEY!m9X<3bqh$DC-3Lf#_a7k3 z4Vgc((4~JmpzIL|up4OqNfH+eg2R z;tXu}*u&bBp9C;1gM0J;EYD=2*%&#m9nj}xz{Py1gn5}Y}wK%YSbvyc20&@~J;%oOfFAMIJ^ zUmuT8Yd{jkx7`dAIX7qmf6=l3_JfX1nj-3UT)g`_>-0-`Qk=LCETEktD>!fMZMj|4 zAUr{RDMwiHU4Y{eoW+p{L|mv;o%$$BM3{fQAco1K4dyH8cKQ{7Q%G^%KWo-!*=By} zWM~6K`eerp(PY}De*2buIFg(>Ch87czx_IU#b0@^l_a_6d1QVY@2eEP#LOT{!0l@4 z?%OOtQ%c4K@l7;L^;=;;ezG@=2l%>L5CXaRH~s@S8eUy|^#yh`JU@N!)H&->OMZ;bGGRTIz@G1s$*m_s_ zvcLLHeACbWuj9{NCg+ze|AzuRL@&RS8%w`~5&Zs_*#40bkbki6$MfCa$na&K?6wh#~kw8M1;5h3D7?>0tC$&>3m(Ex`RpBaq_+V zWS#gXm>Ch=(9`nESy*(fDz^JN0Qx|EO4KwN7V0&>_2b-Vou(mtLgf|6Wyi1wFtG;q z?A{>%4CIT6{U#mXc{}Pet$wxc2wg26>ty}nsL>qcdf2^uQ~X36bSC8M?CsqzHhD|vdm3|Q3U{F%|^r0c|;~RUSNz&^l(=dJ8^l+zdm($$> zqF=5M`g*kmqB17D>>Rhy9H2ar)LGa~UHe;c??_hmuY}7dtZVVOQmHJ*#1fr^6dyOY z9wXP)fNx@O96s=?J=X;|Lae>7;_;an)b>4o!ut&TjcEFWI5~JV9l}d7*bWrw;|h>2 z^?B@v|7y5@EIxGetHGH9X4cl+E83WUmVRge1N3MH1LR4ITDC$8dn82fZK(zrF(V(6 zZnQLy2_NTNMfa^c2@K)CnC>47ear-KpY~o!``$lOM2GNDKe-vf9v=1@66eC+zI`s6 zUCLB4k_YAjYCccS|Gz`Hlz|LVvV#6u!JfC+DKG)aqw9;vRWQ6ya%Hb_gwpEQ9@Vwv zt@IAKwK}6AQpd--|KvCFtZxI-F(2e%MrH;|0U^I*jL)#XXB z;g!ql`B88H>0p1e`1?P=?&0ocwU@(@_~mEd&^_goVFA)1F0H%dmg1hA8_FpV=@rYj z0#tB%dNIIj%KfzfashV(p@cFprte$!#yIH*&hw?-xy9SCIT+jlyKFcY2kGh z24f=m9|eUN>FjGQF9bu6s44~gxYxrU9(F0uz*E4|nU^Z&gV$?G0jdH9EDcn;tS zNR%zn#Y`wPAF%E8!0)RbIfW9IuI_4^t+~$Y0vaK<`P$%+SLUC!O!|QC^HU|Aw-ddc z`tI7j+Q=i;$E!yUdG(IYs1VVkc-Ag88a$sgY-mmUxGurCNtKt^EF#kO#?vqcWg?Q7 zji2yz&>vkg(mD5v@n@lSMkBc8NNW>8b$M9{V6$!d>SQ|>vNf4M(t?Edr_byMBCghT z&MLnla>u7T@}b;!IQ^Gv^Ux*^Vqc0CAQUsFaq7w`uLm;pboPTAZWEI08G#_bqfPYk zaJf)6rqh!*p9dJ}mrB5Jx0Tyhjo0C9^==&7!eMI?q}zJXNbb?8Up%wXbQ$x0yb^lq zibc(#9^$Fs1hkxw^yTAMoOiu`K7RjAwTx;WKdGwAj=*0L+PLkj!TTIVP+PcK)F<6< zt=SfPx{W(`(6do={d#-tI9T$ub$GHZ%Fttgya=~;?E#7Wmmee z(gJi)EX0Iyh1rGrxV>2pWQsrXE)YWd5s<2+KCxnUDb*JY>Cxrz6#}$L`(LYqVhyh= zY0~5$zFYEBfn@T;9@heE1r#+ikxF;nRSAg`qS<>XDt}CTkxb8G<*R2sQpyhf|~vv;LH|dSV&;4Z_EGh zCsoVANZ%9z(LRE+M48K=HqtZO&UqF-*=mHz9p|e{god52nlbv&jTF~M!P+@p~SSVW~bK# zqB*W3Z#{A!1uG(ZyZZzK;8GHN&Nr;ar7JmH)pj5@| z{E82N_t(4_*={sQxqI2JHAs2byGb`F_WP>+#!k!+dcA$|)D(VhdDTsRZvaZ*uqs6W zo<5X6aYVsm6~t<72RVpKq#kN!34sJRu5^9m~1N!E=7`=)?{ot z0`D&mJ2NlFyNZd5mpd-myOZ5xwh4;(1*Sc7rrCiYBxLrs7LR;@lq8;yCX3s*qy-_- z$>a6pIFU@pNRZ{~PW7mP zP3Va?;mC~^*L}uHg3Lnt{Anq90p?n@oh^LAjLryWX5aLS`a1@M zq(yU2L?bbM0!(ka08wXHz_16ZU)DV9OtL2O$4rLaucoQG>U_!{ytD`cZ$JKJL|zMQ z#`e1&7$>0Te$~$V9gO1l|4ry08O8s8IM_!He3kL}R6KY|5kztNn9qn}6abz4Uu_Kh zuhRe3=Ij3ha*am$zHj#S2?ITU-nBH05eiz5^v_R}%#3mpS&#hVzH5Prz8KQ9*)#R| zBOuO>ptx-kUL*IGHa@=Gi{W|uz%PjfTCi0-f7iqk+~c`(^yE^@ zH`lv-WvNO0L$3A94ygwT?ZFN-?M;WlzM6!g)jV3xyk95_@uuoo&en!3>+oo}@OLW9 zOi|+?nPabQk(QZZFvuHAI+$YU&=I%c?GTZ5#Xu-74ghcJNFad-@rUY7{)(QyId_ky z+MM;+Wj1}bTvtx$@}`AljA5N@`PGtSpUO^b0@W(JMM^d`;>JPoTN+h*K%Kuvo2LR9 z^PYaXvhq%R3^;--J2VNWfxy~H3Y$N&A}tg@Ldu;V3y;$$&s0w91~j@>UInMOY`t}- z(+qq31pC{dQ!ecYmYsD1LZ81Ye~|SmaFv|Bw)rt<{=CxQT>GxX zk?fUBEP7VFZccRm)3D(h=A(4L+zgt-YyC6*s0tO>!6~C>Hvwxam`l4U{hI)>o3Rvepj`9RiVuVW`&;3(IJ-jssvO|OznIfGw%1b8ot+{AYFgEmzFU_ z;xN}C^Y{kTKq?I6(Y=S??D%A2hRRyLuz&5nT^XzqZD~$KKbP7yee=R<5N*8Fwh{(b zf7jOT_HK-dW_W)MKi4L@eV*yyyT5#C$oUD*!%%jfZq@PJo4zOxYGAx=?lk{Ae6iAY zHUzf~@n&Fxdk|E+$fNng6XUo4}hsbH#h?%5bU!u% zFEY?k3eLL}5QvI%ux+Lz2Tq=cezyr6Qng(2RE}fC-f6Mt`5Dr*VI~js^DQ%m*UyBP zAlOw>7sMO%v2RBtO;q`KSU%q!`df1SgWno5l&(bVHLXlk)nP@V4 z5MdO*0^S!|DMP2>=ak9&CCuf5b;5bskyNkw(j&67;D{#D)(Zpa=axL)9@r>yrIfM- zK}XNCS?tzn1tCysNe_kydG^VREyLcG&oY<|Z08Fa@RLUULTXRRR>Y(1Y3?kB6SVS- z7Y)4)bM`FwWeVor=LN!J$0t6`ID-sN(%v|M&v(3(ft_nePkGA(WJf2W>(zcJhC0jc zLTHx&nFa9xXN+F)BlUtTCgLCfeGl}4CqkoQSr1&@15db(-ejU`LAz80QJD03cbvXW z34AcPR@lAHhq#YlN%p>6HTlH7Gp!J6a%_Wi; zix<=<*=Ql^i!x4~l3FK*DmL`QP?e48|TE{=!q^%PeA~ft+hAA-YFiN<#N+Y zdgj%&?Wj1XmUDSBJZnz}=3A(d%MjT&8ts`HDTwX+lzmlB!t0Yy7Zc!QP3}Oeo~g&9 zbyb|~wM!1uqO>zmIbq3`Zl@AcV9trb(UAh7Gs}4AZm6ow20^-sEB+Z8GmXcdOzN(p zIwFD~+E&JqogXp^4!o8`tR8E39G|)kmoN1Zj9$(2s-orib1Li_tOn&J7=bFBBIQZI zc&a&VY;syiWz2XGB>}O@#(>Rottb$Dw^a2sURb+ZyCfHXz)2dB6T{wpl^#By!XjCm0U^S^ z^&S+&L)g9SsOYw>ftvm+kx~fXES~Yw5Q6jNl`Ba4xtIq)Gm5<{r$h0nM>3u5h`};8+7bA)0jYig2ui18JehR6Ia~ zc#jbpBC>FMgkNA29<3}M6?YM1S-P?DzJMrmkaWrG%y?sJpF+*fG9HC7Fl!bB2Bsn- zdm0@PE(eMV7TG$sF~4~|%??GT+C9=5xTd@&i@{1iPEI0nyho(%LY*yrcG>0GYxm1n z#qJtx6cNxXqVgUeWv#zh#9n*8$$q2-hg>#SbN8`#dMj`0s2mj|(WGF=g<0f}yKE`o3tW1;3mCT!fV1;#o< zG;tvj8gAb1*(9|>x@t3;W5FV*^8mpvW6-yL7O<5j{JGcblCENuON1SjBv`zaiYLeP zu?O12BErUL4O<4ja0_V(9*%TP5xn?=h=GOKt3oH5^>Z?0*Q7)LTG^IG8;qyBd%qo&OrvfcULd9KH z_gg4|b((0J!Sg_E=RmsCG6o5Mj>y;a+nQMJ7D(__lt5MK?Z$*vxinw9BEBpG#kX2| zYEm0IuSs7Ox>{KDq@W8ipW|GvHQVa)$!}smjlqfWpdAIpA3zrc; zv}x$wyQiKO(gw2gXoRoM`hd;0-2CYZ*xmd^9VO2I5X=)}!%ae!ANRb!V5Z|?Ben-^ zFsQgc1=e#?Ge2fzVZa)fG&;6s>{H?S+{<3ZmGAr7CE2lzxj1=r5r#PusO-jD;|~8Y ze(Mf8DEsNLAQa>6N;da)6E#;8$G~}i1sG2BfZGPUxE;T9yB-Jt@qHkGx-3?v46U}s zbOIE9y>BR z_0|0@TmxLwy7@FXWEz~4>M(`46r#1=Udk?-3x3}|P{%)5%E9h{3vKwl`Z1Hf^eZJ}%XS^8I|5n9X*PdRIMM+LPl+H;_rTPuF) z-R?aetDa7!-MX{WYOyDwt2I|!_G!Dj@SV?8Z)FKoUn z<@7#}CIM*fjS}CGddU}N3w%6q97Kd3T`?Otd_25G`TFfG{upY9cc%#-tFXRV+g%#z zF04AL38jX$lvBe1J#$=x1+I483+xu3xBKLhwx->6{k&`|z2E`WR?QgQMVdE;<=hr2 zXGzd>3|{BS!$Z7UtM(;oWeo)*en!`IQ35yk-pjo3F!wLcy-Gw>on-FmWe2WV!c{8C zyH&=!=J8(vBAOfW+4o)Zd(X14VOFuEgWW2JXQtT*{JsK^42T*I(#a2|4%}DrtjgV| z&x+Z`MO{Pq9zce_;xsBtXh z3M_(pyc;leI~@&UiZm|BMvQsS2^3JW2fL#ht3ht3 zTh8!luvtm@R{#o>psby@5pN}^vzWJwj6;HpeLou|8b#ATJHO|P5=!!YUqOLX>7QRuO$caAApcnllDmJL1NF)=$gT|}peF3S= zoA(9OU-f;xF74(wfTLiQMJqE~Czm;}_5`KR{}{ZBK*uO>^n-rv%5)}h){{;vI@(d! zxtJ%=1>ei$w14!}^^?bLPijfesaTw7_VL~uHCeX(uK*k49))qo9?i8CB;$M z7f1Jl)!x{gKF{q=_k7a6UmsC!pLL3YPCV{C@r69)X)l$}Awt@boM#P`k=&=%hR`Sj zIhB-i5HORFfj#Jc6hLS7a>|fZjym`<3R8qh*nB@FWiD_3@%i0wu{%$#KVP^(J0YI2 zWVuFKr7mTE1q2*A@i5FW)gVEX#4|l?G*k}H_Z_pzYI+)ez@ATxWVeTv(^7uJgy3$Xt;~NFV1T=ipyfzh`?{5mi0B5I?TiS2K~@kZXoTICEK$tgyVtu+;k^uby5jaZT*i}y1x>e^gRKj2At(4C1Y*mXhwM4KbBI~e zhe1a6!_(y<_6$X}L&*nc1?NS)9*SVH7Q9`_1?(AO)?NFAigr65AD_2pa)26OszWC` z+<0*H@b6`ZVg{{Ic`YGkPkEc^tk!SKWasL49~UaW4SF}|qQ9`?wuf(QYVmSQft`uAnuSvu$(y3oMV!jmHSmO52ZJXSft|Jfr(zOs@>W;0G6rF^ecyw2PsuAp++PPf1JLMh@uqsGdzL zu9Zbq<}SLq4<934ugvK{Op|MWQeyAJFR{%-Ni9D06wr$=aor`8T-HW~o7ca8}qY;IgL06Uw z1^(d!Sx}2edG3LEwu|c8wBl*mV0CVj(Dfco&;Yn63c}B=bz(>>-3hy1vk*$73F6bc2{xZJ;X9 z_|6uX5{rgU@W#`Mi2bKIL>=$m;jGAg;YqgLRMuxCY^l<9n`zAx(K_U|+9~dSVGdzs zOh(ioaac!H`1GA`SIH{a9+w#mlWS&;dHX@yb8E4!;3RAQWG-xqlQ}F;28LIP5<}Z1 z%&*}NGg8;9o5+$I$6kqtm=7WmbGqRh3bwgRfc_waHjagRy*-QaUJ6ZCx7Gy zo}ovS1Rq%nAMgG3ov0m0Qc1T;&{ zWvr8TO|+5x(NQPMEe2X`l6|}ZUjam#^Xum>ZlQU*2bX;LuXQFi5$}HK4v-MIRC&6T zjCE-#0Gq!{-EyuPim(HEg?2;z4sX!=Cn)E9ggEmDg0h)*eOU@@D8aAY>O50G!=tcJ zvOo^+pU{FvNy-0pL-TQ}ENDNxSIbm;b$fHe{WAuH9hZY{=jE>e+90>aYTUWA@sN|2 z;Fko4gt+rZl|1~Q$MhTdp3iH?xWv5Vs6L8uUT(nPce0)X3nk2VS!{8hZ*D+7L%Dm8 zdxM8%c)maRoS)$?;-`&D7BRng?zj^o`}V4*9w%7-g^tJi<$+`6y}Bn4-WW4%Z8PdJ4K$AK4?5RAt!16?zH4*Rqlfqzg+{iToaE+3ws(#kGwYywq#S<4|5zgsWh_5WzPU(b!*wn}n{)a=#bB)Eo$aE~^1*E8 zc9B@(@>DgvYqko0+=b$EhtPrH4i&VD(B(|^Cg-Lc+68_~mAIvr;vCW0cuNpb}xu*^mHF!yL7;i%dMq#%1F5krcT9BG9P`y;vd-^;-7gFM=lC^uZ2D$uH2Lm^QXJi@@%r2_e7-Z`u>7U} z5+xC%|6*s#(1OU)@|-%O>74NHK1$8`ogu#MmrKZ?Aved|kwoT5ed1>!M0K5+f_1ZX zBQZ7S2v(srzNCbg7keJ}Y1_;VFD^C8O&2aNjEQ;1n0#M5mDf}`XYXIGS-sxl2AAnk z$bXQx8;R)Y;@}2NQB!ixi8@6xm1fUc%*kIpf?%o+PsbP6^XA#Gk^l4A<2=SM!3b?s zABA^lx_O6BGZwM8bt*X2+@9Rczw?@AnsM;LsgF7DnK~9B;^~$f;j2oV^@gxxysrS4 z8AR}0f;Y=$_-s7zj27I&2(jmftieLd%O8Pe?Ar%pkr^d=kBs1;qMe?jhjO_j8wu>Y zu-7O|Cf=Mw)TLW;GiV$NtR#rq6d0j;BV^EkLB6>{qrumin8SldiN9lk1UQ3$*epUv&ZuzpicdMnBk(_VISj!nnBW9L)3+ZOUEO% zdA@C5O2Vyen;t9ri^IuS{q9Gz0x?*0_qRP?N2(X%vG*>?c8nzwj`~7#sg}B&!Kx@O zn~5U51?5V137q6k<8+q5$5ib?F?vaeHF0kraj>T&fR~>pZ$31~uc;m{3tfD-oe#H5 z^ggL&>xCSBHGZ6Z$a=us`n$Z|a^+)gpV*?^#fCf+mZY%mV43{AP@^dkGB+E|F(*_k z&$y(gCCkLDDFr>5PZ2i1fDM5z1Romix=y*gw2IBKPs+m+Bxxci&9{CE`4;7VGg(v$ znEM8`5`F(!P7K3zi!DyAy^Wp7#Ge1zh22sU*hiS*rS0SSv&}u|CoQ)lY>v00WSj+Gs7Akb&$*LICN!+6(S+fN0zBD(+@YOtk{Q$# z=BgnmkO2o}0`t#=H6Nxq2pD$9DT87(zm!=!VP6~~^z*9mluU&m9<6u97>FK$zj@QD zlehLxy6s;4{`f~fSJF#@Saa0FEsIj8szOtgvSGX>vfNMR3@dJy<4)4b4WkdJAwjdZ zyr@xNVxrRgQhG#wzQ3`I<>*#b^9tkmaDy4;QSZFUw$nUo-K#YRi}NN?hg1H^Y~Z%~ zdjEN{NYjJq!8>cllO2gLV?5l;GBMW2W_jBswG%GY<@VEtsU);fiJG$F~` zdUeDru4fLhu6*2_kQaw_O+xR^#@+bGUul|^XEL1dX%4G|2yjCnyfB7iOEynkg2Jh> zd;s=^hx-5}WQlxm1$4rG`ur7O(B8%u_W-7bR-2PzouDj<=Jp7?9u9^eRfK88(}M(Mqdjka+UEThCP0fPmZ13FV#PiYKA|!l75fc=v(YL$i{a z<4tZV2ub>+n)k0*q!5BGKgE`J`_GQP_CDHrbBM?vub?y@5;_RaGp3-i81qFU!Rv9} z$vCr{G(0~>25-s?lTfqz9sI6~#B?Hlf=}2o@3spC--~HXiB>V}(<~G$zRRmI`LJX# z_*%nl5KVtzUD@`y)1i>ZaEYs!rRANmEM19>#qen+4Mc?pM_!HZGn6@o$rN4MLxk~z zfQ!t_wL`Qv--F~y^-(w6CIE54XbhTM%h}?-;OJW=UV9U}6A?FFCpCF6JC@6*sGo>@ z;84|Fr$A3zB&R@&JR&}Qw@g@-l39_rMfWzz7HMX)GrldE&Pfr|VS374!0VHr$w7^; zQ*Dhu=74&Y(AhzT;fX{4hRvxXm`vFnAV<`xN=KGf~~ENWY~`rO_!O2J#ZijJ1>gV zA8#0eXgR#(Hq=dey1|Z^CI9IYm@;;lDiXLy;#ilH^CoJ2Jg|G<$^m*RBpV}UD_!fz&1T_lJ7~Ti@o8lGP?gKrN1D}}-8+s#%MHE9cy8oM zq;mEQWE;+%oBTB>!eyQ=xh*?s3|JS=_KqZ*n@4>V#|g)d4=6T|`n5yLeCr>flxUx$ z!C=fD7d}AwoPF+M7MVlyX=_niJ<2jvZdH+~{8G%1SoYl{Ph0zQ|+3MSr7kuq8 z_KnC*>&T!oJT1@A1!X!H3)Xbh*Y8z+$lCnU&}9{P8n^|?G9508{{*@4NcxMK9xMp zaAk;htGLWU=I37v?>UJKJ>+-szeIA&xsboJMt2@v(`q1Pi*;FapgD6$Tr+afGls(K zJ^SS{^K$t#73B9a{Bq?^a`GCTfJ62dCGLe31l-;2!tKJ{LePzJ!#R~~&_+WQ7>-gjE&BZ)hcOvb3Ik4cv;dGeOSWk^elSd9lcapp*29`tAyZXQvi`55iXlOa3bmwx8IHRkG*HJe`jUQ;;z^4{wLs)w&}GfFblE}+9h z*bJscKWxNP7R;JBzo^8xzcfDKT_X*-X3PJk>)pPO0_No$7G{1h9(NU6KnTj4ir6}CVHF8&Ku}_I1#7!CKRV+!p8@r8aatOn+ z$w8%)|H22MJXPf|J{fUTL5?YYAa%M*K8cO&-4`_%Aw#t%1_WCf_Xj$jeR%K8(U#_u znlTgQ{b(14wTg$H_1(L@JAtxetR`~JJqlnUU&teQu%l8yQ^N5x!wDL*(qppgrtZt) zzes>G9cF&hT(KTDc4k|q%2uRmTQ*)9u$;O3;koHh-4t;rRa$ssaV}ce*JZz@o_^@ZN~*P0TYfxYh`qf6>ROGXAvYu z=$>T&OkehIc$n;2%0p!4LPkZ)US0s|8;LW9TACXKBN`3VDG|!wq^vIwsy4b$=e{O>n_; zd5ya+7J=6H(M8nHz$IDCpgt`X?NZBkxze7$BhWc*oSTU)Pt1)zHkdzLeukktqp7Sz zYnt^&V7{@K%V+?I7S$zHT_quGp=5;2V%6ngxc=07U9Fh`nnA7NIkO#uF#2laHdN9v*WSyJg!F!@$I zSp)SIpAFW=HLy;SXp_QFnB1q;{q`z5p%xbt6oy5mNzE!vlB@%2Iw1Gey2HMtKbN*8 zwFl#?6G%ZubB@@PCP+#mkLX$yqpZG@AoXP`R~);@1)n~KOXVQA3iD~ya`)YS3K|z- zc6D5_srb5f!$jK*Kp+KH{hs+MupV+k%9Ps*g_hUE%YhxkXYbjAOm2K>*tSdkt`PDH zcOHlt`iF4%nzkmklwkr5$f(k#lCNnEOZ+t+-*Ls#Mg52#Vx>RiOZ-wti;r#(pKd47 z7OlOG>rsgdguM%#YU)^sq{aOg7*-tGY1ATK#<0PhyH(l()4Vd21C#>yEG>A7mY&qT z$3F3Q30o8==g3weFMb{HL5lxjUXiuhjb#)y?Z^`|e>-iZsnp zJnNAr5mLg{OdNLP5aG!LT_bfBXzF+p9pYE5XsHu~SZZhSDw36V%fppj&7#Qg1JjpW z@=phkKbH=8^5n^*B6$y}dI7 zoa2q~jMm{LRg`YUD^6mY#1=jNJC_yZv>Ir-r@ND;xdB1SFIT%B@5;}~%`w?H=W%Of zM52(|JeXVUMs1wJKhH=GNVxyhfhVE4`+d4W{+u}S^R~EqfFVM%&}Cxr@ZHA?1@a=g zx}ivu!~20BA3W#~&+j*el?GNX6X@3u+dv+;r3C~YGe>J6a^IR^OwQ@v$lYTZjJHi1k9-oE-a3EbQe^UTP(L{ZC948X z6;5*9ahez2;bTjT*K_ZD=p~=D?bDa(RjE#nYXwh)>*TaV-AzIrA?>oDJTsTu=fDge zC<}8{&OBA@B7KZPH7F7Xx%NhrsU}KXR}q4xet{@1Cy8R&@!S{woQgoBX&qOFd4OUt zKIsu*L6s6*w}8z%?}3v$>y9;Y8!{z^dCaf!;4e znGzL33O8gPZw2e%&s@WnQVLZYoR>^nAM`xQqJzHEGULMa9JDD*xPkw>H1)s`~amW(jwc|0E4S8$C~CYV4`fJ zNh3%Oi41wywYU*&M0#@5^kB?aBF^4U49& zt=OqMkI=PylDXQCHS?Eqo+j7N_|AZ%4V7vatTYT6P(-BJ01;W2UpN*&6Y#*;YPtUe zFxAj#lOgE}v2Mhd(px54Z6fapj$V2aWTU;#hD-&{Rk$yq>;3@3Q$(22kd)MAq%<*$ zev49>Qq+{^k+jf6FVd7F^>6{+RIBwp&OX*GQpZ`av&^wY7+}eyX?uZ8yhGy7YqG9H z3}Q<;G>e9IlqZ?u<=V?JX|i(KP~=sGGhg`IJfzP(Az{g^nS%P(|}BLsQaJcmSVKs-;LtU2svkNL-oU+i<}L zUey9+Qkeh!*2lq)H^?wl^O);|Gv`SIj!?c37JT{z)X63g2(BdApN_S7%{Mg}!FSb- zv@ivR=oigw3grS>{X$+nmWGrN#?Nez@crVSaZdzX+-tE!^S!{GAp)uhQIkmg06{u^ zp~cexf@v+nvcqh##E+HJwSCpL5te;1WZNjYRhjoPf?*iOjPX0%T&1yrBA>l@P2(dz z+pO^cWgyX*Q1xfB-m@WLAl=(cOcyNcj`3v#Ls}jfcu_;kfYU~}Tw+OL@f9GJSQ&qR zX66!HnRvA*jVZ_?yD<(4RGF;*a_;m*`FSA!BEn0cXvDjBUjdlgps@&u5MTgsGzc`% z#WQ>Ndi3{_RB((h9y zf^hu)?^6cIx*7ZXlp&8Vt^JJ|UP4vxH!4GJTJsx~i7ajWeR(Ea{I_0#xlQ1HqcW34 zzY!k6{ySwi8<+o$8FJjn|FsJ{;m95-tHeHn(*H1+qv$&*WeBRpd0ciy*4|JG82-xTgQD$`l=8{rY9 zy1(%}eRPWc8&4&QwciLQf9?MpWe+#|ow5UYe`A^g$zy+~?BR94Q}*9#`TupeWZ8HD z#qH-D>6mSmR432UaWi7T9o#K6HI`dDv#7?+x5iCN$4!ef1;AkuL6bFsK7y`jw~~cC zR831iz?n9roVWu3VCX;-z}-CfA$I^+^(`c{kE-TS;Vv?HN0LRKprlTZCdi3{pauHO;e%quLpTCzk3`P9sP)x61A^c|$S6jU|6wUUpN%L*H43w*W z{080Z?56rTl+tnj9|QRc@Vt>|l*m74fN}GmL%F=J10!0G#Ot zXC_nmv*>XHbwZTC2hx2NM7=|C3IL28W&Z}bt9jg9oU$2IW>?8dvQC;LpN)P6w3?MB zof~9;F2$Lz>8=90!O0kL_sZ~O9QI0=za{$$a48E9^swOfuka00;SXsHg&0|2HVnzb zA89mu8$A2Y{`2?Z1}X8ki~V2XV&?WI|J&B_4bo$5{EyiDZKLAHKrV06DJZV|mk9hN z9MDtJfBhcH{r6`eC_P{G{RRDJy#7)EuY72|Q3&Bce>mUQ*nhIW1$dPtmluuL8E`kG zlVADAh)3*rbFBKGxD;_>t*@L%i#O#=EqGj86h<_-{xP;~xN{cm9@T^l0&qx1i4$ghu- zyuSZtd=~jW{?pXZxalW;^g>G}>PFL6;ij(&65fy^KV(ht_dM1kO@ zt^bML4We*e=2KFP)&8jtG>YC;{o^(|A76hnkXX2_p9B;GMwP?Ip5H1^9XGJ~d#r8# zWQc1^_<$q?-gLDBcaNjNX`H26m3*|2u-{9dlhm%L>{wd9Oi@xce z{_~E1?((yb@A&5~CqJnxZg;Ir!B0E>IXryfPn-Ya zo9vtHkU#DC=fVA=Lg(~NcJ%+k)E~X@{pdjcYV$fn8vL~5zlh5(3W#sH{TDm_xiUXh zuYv5>vKM*(7pDH?|U&V#alo`S!yM;_!Rc+w}-7!D*+ z=R5)3JbugV16Pr`=|b5`9xi@#DvkvTCE=aikshr~Vqy=~N4f*v*$!P{Y*u9+2b`$eNrrUCqBC=E~d+(*5RS5FsKx9LT>0 zO3^47(EUK#1@J3iH{p^Kgg3hl+ruS5VN8#bhr6Zw_nv{8mdP&W%g#4J>FR$A%7g>C zK(%$ybWNaK|LWkuDSt=Io`Gg?J}B2W-ikU|oh$M2E;J^mTQ9uMNLGL~MVem$1CyoWy0<~U&h;Kw9R}X6FI+VnHCIW_q4}nL zLD~MsjfL0hGJ~uXB}RJq6|fI`ksQ8ZhKXrJ1C)RxXFK_^etll^_r^n zKVE%UdujlJF@@L>PWj-qk4tBhL8WD*Uds< z{w{mqw+*Ok*>9uP2NLBE*}vQP4SqXiH+jN$*}q5OI!#M&qt*u^Dtx#3KcR$vll|fM zz<${M5C6XX0mFN(%>Sd4=pXR|(*Jh&x7vr+?vHx??VukF`k((sfV2N?=XLEv%;@hy z{_Ti=60Q^gG`qrIe1j@|jRx}K|DCBn`vSE!uUx z+kul${AfGPl_GJsAq&Vttsm&O)#35YJmMed!dGeenwj8_Wu9}T)}Ul zSM^)Ob$_4}Tv>cew@IK2?ceF(*K*v3CfCNh|D6tfm5R4kaQxWGciqo)@0(~hUqAZ0 z=>WJZQEuxB2IToW9W4Dy8QrVZZ7i?;PQUJFx~+nP{Krl{(kqK^qkHcES-FPdShXeVf{!TZ!;>tg|lIP}&6l;{gU-4k_AgDlN>}@>KDV;$c zjw)FD7yMPhK_`z6Bs09R<-hDOE*>~3uGTLxKs)alb8Fq z00to7%R(QjU)c=`;YJJ9m480~7(5mLLfJlLRD`S5eLK}690&<=zwx-1>!Ep984|9) zj&=kzNXeF@njRD)13JiPshe3&9&U9N^N0V@{LZ*>EdYRZ6`lAi_v=&k>fe96a9;V0 z12O;nfbNhet_!}KH!_FKU0KHbCmVnW3NGi$@e$mAZSx-4AUT0&ki3f#4gApw(?GQ9v3Hi0SqH%+fk+z@gC?vO%N48!u zBS=66o&SzQN{N8W$A=HDP7$99AAt|iAd-pr-a z2Jr6DC>Kkg#5K3@fVZO4+-abIZnWr=_I#lt&#>(l)glnAz z?uKxxpfG`{B9?fi{c1CBdB-plyGKM}xg_1si8VG5BX0;Nj}^0Ac+6>_sNDBtQGu#Y4y)*|C6Y@I=#&!F5$DJ_G@%l(X;jCfMP6d zP3f26Gy(Fsgcyvm;?QLQJZRLgGYF@eF(0WZQUCPqz25GvI9^Ew5{Yj&g&T-zmO}>3RQeAvIyzFF9;D69$98* zb6`+Oe!tPs(UKIXTc}nRQj}|V#NZQQhR5{EU04|H4qCatu1pFhYct0^l{7K;`T2r7 zEzfL<8dXMPYsw%~z}Kt6+1)d>aVsUz{ej4D__$V@zyLr$*=S*t0V*FoWuSc<8{F^; zTmdCxZ+CfK%X5qr2NU@Se^k8eyj}zu{L0bvZ9;BwT`_ey_6nlj;G9B9%g;J*o$dJV zvZZE>zdyZ?D3aK#pT(GsH=>_gwzvD`X=E} zu#f|7AF|s*T>UT{W6Y~Xk~?x2vYt#9eNh+Ba+v~(v|k;3k-wsN*X zL9a1abMiv*lmiqPp@srf8H3XAwdSzJ(mXGTwG@^6i1{(E#{)nOfO}#B_EfFXZWZzY zGAz5Z728<=6s(=teFZRq;An?>w0pCaQYl`m4pB5cP;iAaFPr!5=dt==lsw3RURBxX zAq$?`tkfLj@>V4Oim{D_cY(qwN!R^dtnzqszb(h^>Y}}GlDTn zQ7B$=Mv6DLW8Vc2oA5^4uLWO*Wx0>ug}@4mVugSLbM9~pt5gaUBp7Y>vp4RZ&&1)C z0H$IqaZuqxUk!L#ve26LL#*GSsnxut=GbTkP z?F;u~6AQ_BJ0Sf9!HNK}p}k~M(g!I?4_>$z+1aj0(B1D`yr$QbpuDpiEUM$&_A#^i z+(`*|%5|k36`%xB`o&8J>=9p*#O@dz4&qB-bPtBqTfU%qXk4!tJgvq}9>)V531+K% zxZcaN^Mz?1+z8qxoMbDVv;7=*W&k6*WAmwq;rk{^ktXA%+zOu?2tSY_oxjjc0oFm9 z8&e33%{^<->m7}Tm9n(w-P_sTo^RYFuGs~1IOH~v}Z3scEU~oTAk7Cv_ zu{&`wFZ9mSl4nRCF8s`WitVw@7%KWZgIXzJ!fj7tel zK1cxO`G`l+p;)NBC8=;xi4;Rvc>przxkBdyt*?OXCaGtfGbx$iBXwgIvprvqU=blm zmAOqu&xhw~*pBmBUFmkZ1I}6I!f=J{*`3wP6-F{gv`v;1& z(0dhm)0^Ib<{+j-g(urj8Li>^3IOCaS92R{DEPL*WFj#n(-PK4B~p3V+@n#mQg@1f zil1?c9JsuruzFu-R59xSg%-wpf-r*Dz`kRls;!L;xgKeOV?o5Rns8)r@{%p0=ns5MHTj3^vje0^i#}x<`tga_nhDfK^4xj^9H)Vs#ZC zJLM2a;v}n#xW^F*#*Q$@j0?~JE&6jT=|%U4V1lr7G5Bc!2@>MjQMlgsu;DX$A<4iZ zz0MY7a1TbX$Yv2u!FOgV&bDeKGDQ#7`O3vRsRiC`j@fkR{E0)G#n&2@)<;^uR5 zcjAeD!=Ap33eDk@uK@o_h5IlGD=4{|rtxQ%D>(#~v=f*x4T<%}u(&S^{AQ^+RfKJs zn6!i*mofO$>U3Lg`6Fu5gLk7 zs8%a+HTig4tYEbJ3$c_8u?!*-X%J7Wg%S1aa=3do1R#cFEe+(Y0fQK@r#{R6Qp;hV zzL;nQKH!pv$Nx+|cSq1Cr*j3>z8v!9*)tpH(Tv0bcrRKY_MMlD+YkNW!%Z4np@%-Q zX2<|2A_Wn9H0}@iBVviWb4YY_bRx-&A}etADnSg>c%ueK9Fuzh0K{N`T3o2BlNlDg z7E*xP1DcdLjS0;JG@HxJ1?Y}exchD@Z1!myzbl_D3@DuD%3{e0VItuw^Shk z1B}p4XqpB0gb|*DtGaf~j6|aLlW?$|mKY6YKQ3Pq&VXjeeDo|bgp};FBrAp^_{GBk z(f#-CPeySyS|HIiYN^p-QE`QJ$s`3*B^JU3fJ8H*;~!MUb#zzdqEXypyV=mRrdVQk zS7lWP+i@G@=A|T@Y=hV--!$bRYurZ?hZALHu}~xkca0moE14v+?9bgdk0X#%*?<#~ zcB}=zh)kX+i?8Cv(6zv1OIeYSXXc?*M-eEFNyQp391V!t~)25po-7SO#y= zu!E{sJmrY80yrvQ7vJ#uMmF;C5r0nuC*9A;7z?CuZAF4EHb8W zCg)&enn-!rnf;VS0L)?sx!6Au+!NIs4)($-{FN}3q4xUQP3%<`|2S26N;v<(W-6ue zQj3SPWW6T99vXIZYBgv-p;@Pi``W~hS@cXESY(SPp;1v`v1zLWrzl}#OL(GHmcnrm zNr=a{$|B^$dLbFYbV48|7)ZObHf1eBYq`rYsqd0`cdjg2fqPh1P=mpK5+Hkv!2+e0 zKiP7JoqAnujdkkBDbcX#V+bjVn`d`tJHmu0smajb%IPK6F-K#{3^R}( z8sY0%Qpy!rkZ`?yr(4fOtXrmx@xaqVIlayE@DUVTr1m+cGEiVkX|-?86GBiEzg8PJ z{5=zicmOG>-z$Gz(K+4|0|2TYl6NfO8~I?!^y-duseEAe!?!~!K=elt0(VsNdxNQK zJH0K_=tJ;?$Mz5l3cOEkGi@M6QJSSD6?A+k?^DNp?Cz_h3rz6K!}a5l&={#zFmI+Q zr_0g`frD)5b28Ye^mdmc{|s@Mxmn;YtTluAftZbu43Vzsft8OaTuyjy(qzw6%Cbu5 z#Ir9b#Sb{)Iidj2it*z(bnxw@A`rT9=}p4TBRT>pG|%DP5yoZnYsq8q1YVI^rQZwa z@?nFMH;s>lFwuMKMNTpknCdtGAj^qW7@^$YML;+@DFN>TWv}eqyB$rXBRD}_W7^;+ zKtioAhDCWI?++7>X{}j41PbHg4a4Ocw|3SfDw64#CM&B%EUg>t4J}TH<*{uuLv&`c ziz~g+n?bOUs}gt{Y#KhqTmQr@0@fqF5zN1Lv)fwhBY3c&*9)I6$O~BHC}IeDaFWRY zlV?O-%lv8<7--6AimGr}@FbQ*>^4CqmXu>}3d_wWDulh|0t2}oJ%^y zjU-cY>%O9@rqUV0R{*6xf+Dpi8ImY*BbQQ9VROcKKuon%7j~vMq`1?j>Bj}*HAUv` z^i3Aon4Hmq*!kiC=xrTS|Mosl3TUOwVpR5{RXO;E!0iX7VkDGiVz?$3dSUlR+$9r) zG!*=!!7(2qHOe3;*mMHoO?F1{y9m#Y5PCT{6qyq7i?=%8cT{e1S4Ryd0CfGTyx3}e zX=JcooyF}L<7Uz$U2=YZe{IUdY{n{{L^X%^1z8grfQg+j zm=)5~ninb+pf<g>bmNVvI`w-8ai#NE ziFc+~>Kmp0Ka$QmtO@UX{M*=Iq}%8oV}sEtOh668?7BS$*AQ$R|kQ*d+$ zNU4-cDkvymfcgIU`F;Pr&vVat?zzu-o)fQouB3;@_TZhRc^nJ>ZywDW+Ngg`=}rNT z^)p&D6Z>BAUhy3&7Z?U0QE6#fJFS`2J0gxZdIIM>CtC{);|V(Wt#tZtYUC?GpB~<5 zoxe`M1rm&Gbael60ObIt8i+=JOLWf&U1-A<^?d>JTZU$3w#s5)^=PAws=ub%%wOW! zg3(H~I&e6ifNvKL5oCBJ(_X`qIuY>rQ`y7HsVh<djCE4#itZjJQ; z>!-pM3my}pB1FiwYx~UKgE4x3)hzBKRhA%Ys*{ZtdHr>&{$=SPxJ$yPkXDrJQ;t2} zywY?wX;!?@UrTrJsbqBtg;vpiGD(K3gY{B|>!7j1xsRHzn2*LuF}$ksnO$qkWa0-y zqLFuLp}GX>IW11J)>_ZdkZH^x)=*~d?)EcOF-xej{|V(gk9jQM?GM*FY|O|?-Yx^< z6@x4`d_&KSj{EV7u@9?!F6%aLDJO10c7{+qVo6Ax2bRQq~=4>1e)7yv*OwhU<3 zt$6+KYvyy;i-HTd>hC&~Coxfoc1QHA{FJsx*e+ZoO2*57Gt@HY8SnVX$hcRt!C2KY z@Rl84(EU*Ddx;29LtUOi-8bg{LJr`+LhRU%dP#$sh%La38RD44g`1If&iQc+%a2DUo%2(l;{2yR)2Eg5WAuJIr zktl8Jj4B^kYQ*G>GZn2YzEh{X!#qO*%@53=^azFb24aR%33?}YPt~kw^E^JZ*N*#k zepED1dsZ0Hf1Wy#c}-`ioV|VR=?js)i~(7i8DFPMl%dZId)TEt$ydO__X1XGlo!7z zOvEhj7jkvT@|^j=@pv-?T#~$b{dmg76G32nUtvkEL19y&1^7VW-w>cBAm1ODA7%Ob zR3YIVO%SSX*j^%v`AG?g=w0ervaff>l6fzh4q3Ih`N*aSdei;G@K$GT69;d1V_sx{ zyIRPTd3LpYAzBiYydw1SDP(->Kfq4ZfHuWN(1ELAySFXm`OV9E37MB7p9sXHfTK)G zBsy`WLKB*tKZi*dH1%Z|6Gz;SX+Ou6ho4>Mug>ZFp1KCHUWu`+e=*+G-DP4@_-;AC z!nf2sH@acP>C1?(?`E;CHfMbFn|jGGrB7)1_~_AhWE{L~BK!3~V$zV;D0h*Zd5F0O z1pMK-#7n2b&Q9Hj&DOQSax~Z;y4&MDHS=>Z?hX#iqR#0NZthpb^?wW}hYU74Og1RB z&0(ZYEq+%zM4Af~Z$nGc`+D6=El~pUi@O4U8WdxMHaxn@U(j<i)`iOi9gFr<2+?USnRpT+j8U+W4bKA=lL{3&wGnDi}q&{R79+Md6{XZ z7=2^M#~iPdhYwBc=TYwEzh9~qk!8xrXTG6K6U!qLT^ZJV8RH2v56?`MTRo;nH>*Hp zKx-M7Aqhm8&75bJ;vA(&m(x(8V8NG})0~sX$6HCWEMByt{^gsRa{}$J^>}{{V07zvNys_2$MDVu>XKZ4AQ-85`(nqrsZANvqfsvXmIyO7{omlVBiVDPq#iu;( z%$E03a2;cp!Pv2?GS5yW2~yssAAB-wq*ZIXc_3MNTwAkv^t4BpSv&1V4G{6j@o2CX{5v#6I{xkxc3X8O$x$41${=^Al) ze$p3{mZZ=bk|_7^MuN}9xbfN}l|`A%BeRbN)D4DRw0v0Ie}I^Rq2zdqN^1RFR{lX% zcr#N**S@gz(LOsj+SZn9e_j#K3VN4(X4={FmS6pRGGXMwEybkDP!IWxq zdgmeR2BW1J?&x&dJJBmD3b=*q5_1{R(mqb8ynGzlRQYM8N=}90q<9MVbi03`f+FZg zEnleTedD!&_X;s)SFpZ-AL3c%Y3-*tTHH*BY6Pd_v5mTd+_|z-_$#OI(aaB%Bd9wg z@97(R4gGVkrp;4%7~}@%4~;X=e$Al1)pE|c>}E5oiHaPywc=OU!n~qa%<(%yW^ew+ z9x@_Ywf6E~dV9x?ePEWsws8n*86lwB%8xHkUq|+`xRyRsmN55uY=fQw$hiEq`QJ4f zx`H%1C8S_8hS%P$anMSJs(Wc7cQ0L{o8yu0NNhom006}IT<=79ej5twy#0}EdLN*} z6%Ww5I!<>$YWK+>+-YiR8iHkjfZDJaxd^v-%dwoq)%&?YZcJ9(;xDf=7o7{9`PXNv z@D?x3NzgD(sp?vyspLAt25q74lOn?HRC^IDuGumM$D#H*CaSKB*{MU0)iCvnX}w2F zxV!WM(ibbHltUV^1onbB{>_C$Od(jYUs5|W%Wo!_Z*meRMBBmZt=d`_K4C}>vJ}1~ zNn{EUAmgm>@<8S(87--{6x`OoX@AE4_iRB*FPm94Ut2YjX=*z3u6uaD}n^1)KzQ8w>sdNxgb z&Z$^%D`&Nyf(A<2QRnzfuk8~0lc!NG!itJQx3-PTO}4W(DYlRiN7nXP?CEwPvHjo6 zkk_Zhfml!=AY|LOK$v2f!$sp-7J2*E8l4S~h3vRjmi3k}XONb*v#;;r=eruQ!U+BcM0iN_#Z zx%XZ&NQsC+To_Wtvv?i58~VZL6kOqZn-+ngU5z_mRHnHO<*|iZ!tT zA%58P%-8r*%Qt)k?bSB8Z8U3Gx8E>b=2Z~WGO4sH3O?3My_%Us7_uK+mw zF_0%jlM<4zWPWHJoYWZX$>Eky$0IC~ZOVt0^u+0brQjBgp1b?`MP=gyJ=iQeF4gqf zqh$e(kH!EIIsX&v0VxFLswYhIBQ~f)awxwwcP{SU^HF} z-TTgiC86JAX&JdoDk%y{TFJwN=hTp%5*p zu^Uz61DvRT5>55FZ7z@e*zx~X;{doTd5|3r6fyvccRm2na24PLI3?U17&BxE)bWYC zJ1cDgNm*P%zHYhsf=8Ca=!Vjs*eXupS1OqOHHQ3e(tf)>_*_AdZuQaU@G;{ z)@u5}2RGb_{VQD~Ak5&SW_T7Ldej->ytmwU2)YbD$ZcO7otdhdzC@B z{x=IEdtUl$JtL=%cJ*h|^ar=D%MWVpo>=)#3dZLY1v*3fD_(iUEyoUO6A+hVui zE*_*EIj?U;s`Z8LKP!~J4q5B!N_;#&gw=A^dcR;jJtUBNG_UP;0(tShSr-?Z$6n>A zt}kxp@rnHIrDo^{;;pz3Qd7G?wfg7w;Nyxqg#|aao5D9&br^0|@zv#fCy|Spw+Hu4 zPqK$!Jo(a4q?hc_qoTdxCCOSuV*TGl9~UT#rZsPV`hh}%{O1a#iJnv@Tc08)^gom6 z)~&huClfgR?hQ>-Hyhl`SbpA+#38bUJo&ftPln!JzQgz;SDNvoVBCKI-}#@r@pQOi zou&6#7v^d*J)xu>%$Ua9(65J!3%EzBM+debw6=JS7r(FoXTpV+JEI3bGYU)25cV)k zt%>{M@R=`S_g)MG(CS|os1+D)j|^th(&U8fvp91(IMVLfyIOAyo&PQ1gpUqYGAYWp z4RbGxUSl#`!bw~Dd;AA@^5=8viIVwf$`B)((mi!NGTWvG@7qo)O+Ws8r@u@oBkpsE z?w_{0&kxI92Q{qHLH343SVy6;Kmy3z)Bqw)Iv?1GdN^_he`}nWVkk?@A?WeR2r_vB z{f?sq!C`hApM&ojGY0;mpBDf!a_7e9D4&c?(ua;wp0VCm*!>(9`9|J{7%uIRDBEo- z?|Cw=%?353KHFPSfD6%>6ke*NF(#%fv<$lvpiI<7*usgbig1c@AR^t|fn$;@i7@5|CsoYZ;l z4W=`OpKMLm=1*Qae|-U%Aw#ng#)FuSe`;qGnC5U8+{$qHtODyi!-Yo9qw)YPYoL+q zgt;dQ8B>VvrZtDIT{ZPD@+*eU&Z0^taZ-R|xTiF?ODg`0nta9-cTk)f`Lf^PdC}0L zCy`?Zi0Gk@lu-D#@;#<%vEq}2*=K61*Wb8poS$=iZZ98x=l(}Ss8lIdAz4qepX^uz z%sDJqKUEwQelGVoHV;a$gQK%$6Qm}_Zj4GOs5``rzI|r#8Gd&IcRu96)jx^&;4_@z zd*Q*Gxorp0Gd)06yMn$F+i%si{s)Lccvd+WoGhHzXC_Z9<}mH`?l7je5T;exfab9Z zNkx?i4sj`QS})uHfzdt(aol*Yd2>~ zC`EZ39-^k=Q|?pTo^#w_BE@N-?nzYhV!URWA;X@$pE4}1)AVFBsFfh=&iz?v6nJ(U z(|B%9G6XbJ>7DZ$J>U2^;?BM1i_rJVShSoK(;E>M1T)G7Lb0c|gpDpSpug?<9=#w9 z00v1I#ZL}{`E|=Mno31S%wQVR->Cqcx88ys4Lmnm7W;EAtrKx!cN%K&=lQS8OTNC5 z79x01)v)eS(yEL`^EzH~cmAepw(%>@mwJm>i^BHXZet{D9|AGrCddqMg&=FTnFK78 z#O`E_UbJ&i+0r=hjgK4kIrZ@jYvx(fF2ij1a*=;`Hi3VnKB0N!U8?}BXm9WY>tfg_ zmbsuYaC9*WHJ6HPrCXp;``QpYAmoZB3Nm{^@12%(ID%+=@_$ylYb3HWpj!ApL^vis zRDDnIXNC!=2lZL3`8eqt_Q`qK^D;g)H0R00LapoHn%dtMT7jblcUu`Y%%fC1tm7CZ~}&E*EP}l!&=iGZg*st%r7En>|D~2^wuM2q*n!@iFIOaN79nXOXm%uG|;Z~Nq?uNOZo^= z){Ob+T#^Iu1WON*bw1{S=o}^r(3w}$A-x!xa&|gwH)b7*nNZykEU_ zY*7$NUv9CgZp*vMK9vChyy>s3GWPa=R5H)1Zac3 zEZYrhUcXwF_$uWljlYs3;u;ZjW4ont-Q3P4A z0JmhpW|pWHeN&)e_rTXym*E6UWQ)Ez3184*RFgE46vLFtf0Rr9%c`GLTc@p;N^#7* z#B96~Eb+ZYNrTR$k2)0kFMHqCXP98|OMMz&>=k?28vj9qk|de4ucjNFzSR32m?+q% zBZI!O_v0?@$BYOdc?2y9T5d9-&&r{bh#d9SkeGngQVbL*D8Z0D=Z3rSr18I_BJu_q z812#9%qTsIqpya}ube>MA1z-^w(e^#)m?QIXE3c~9$}T|Y;>BE<8y@#?RL2QF!*pc zo`Gv=@O_OT9T)y0P?5--D#_SiEZAJ zvO?2H^}YW92E#x8GFN6f-dHFOMqrq7M{iw|ot+*woMVTGGky|0-0Ir@Ev6z-%8*4z zMNAFxray%5rBCPP+sYEJ1?RfOiN5-c(w^^Qr~*47AVQazbGi0m!Xi_8{4kSVym}1t z(~(uk19*YB9x}O6owsT$jfkxowY`p?v$d3%&_lO=iW^~p#J0rz2Y~Roc~)MA0$$g# zSyTS?(@EM^&r@jC;4krn)&>{GxRLi@6P&>F6Au<^bh&_@HpEOcMVU2JVavR=kCsY$ zlk%?G2RrjbD+w1gl-dxlLF>UkIH{r2m%xYS@e{xEgV_<_iWAdLXc4X`vz-J5!xA&KTD|jWK`YcJ2TTFy60txApVgD&@X=L!w1P00N{C>Ev_6s`+QDXtYel zhz7SSmqh$>vK3POonazsZiH-ab;c_5sTuj+Q6wzYYLOHHym7-+7mdV_vE@Ijc=SJ^cCnv50Jy0Rg1Jh?x$aKKnif z;NR!I3e=F&ilkP(ZrP9=`~HV1b&4_fIzI^(N9NuYlQlXy=uqz+t{USS$`)2T;u)Ie+GMdwfAxWwT z3p0(%sy(YgEt$&#Sp!`DpE~tId|5i~?5YRL(r{9UOjDw+B3nC$&UlgUG`VQ##tUi47u3Fm9O=FvRYR^r=iHmO z>H_f=#eDFuslKXxKr^m+lOS@$1RB)+c)q9W|7C?eDwfyn@CAV)lm@n5zKWoE&D~x` z7u@mPC;#^q`gvGi?(!F^yuhIj!<_}n$9ln`6 z7$3*-AHYIpWw;$&_35_hw9i4gA*w2sazxPftpQ1VL7hnRx7CCZ_FCt)(*H2J$uYlt zUpS_xTYj;J$YvPt(x65q>pS?-qezJ>?`_}iOm2D2P+CBt=DDjjYXMIoH=r);wUTj6 z<8EzRPd$kbFR&!c)*Qb6SKLG1F(ke16Dc=#4rpy-YBQr>z6hS^&+pYAsmeYa2&dSetGKv|eEkECmWXr% zFkyxn{-8z*z8jR0Hhh~HzA$%sNv?V%bV z(X-J8RfrD2o+?~6mY4vkasJo>=as`3uQc&YK!j3zaJnrFZ z5Wx%6ub7IgiYFRw6JcNgk||;e3}}VI5%i8fsRwZqRX{4ctn))!*(i@ux8qgbw=}OJ zHqiSTHOa3fE&!i60zAi7)G8h@*ARnj5rU`S#)T>Zn>z{a@*GkdZ&@KtQ6<~Jq)rx~ z5X1OHt!vQ2tGzNxapJijJnfvq2D5i{h+G!-`Gp%FkCW+x(HF|)h-VP zii#Joi|sjr=F6fzJxP&Z`FpJdH?c`A0?^TTe4=_`eZFBgLPti)vn=VBmSq(nSIbUb zR%!-Nd!ufZ1%(%~TP?oslR!viGlvK@?`V^Dt{XqIN(0Yx0Rb8yz~s&C6~DL*OU6Kd zpzvM$h)Z#L*T98pUISWh-&z=Xkgj_ePgq^%R!nfz0T_xOt7Bhaz_vu}a=50V06o*a z9||~o_&*Xz74X~Qn>b}9fkwzQIj0I=!7xEu=)Zke!n&k}p26vrb(p!wfdv0N1Pj%R zD2iu+^rXZb;*r)Vaeap<=Xn{caiC2L^+EHO*uSkY#FiuhZQL-Z_r*3wdmsRTey7)^K8eIN z#t1jMi%o|w@i){p^IF$_CyPsBm*8ju8PbeT*xBoqX@$bM-A6k zIRWdrwru@GzHU)(@?~5N?niQC!p4N&;VTui7!Rlfww$aJ6vnk>VjH^pGD{m+|K%YS z>Xn#q;QIXR+L>2KC#r#ncyaPGKc{eB*GzAjBnT9f2E=U?=(!w8)shitq1ITHjPqV+ z1md|Hm-X#j_M&WHZRd&$=-AF){IP*zZd6CeH^XR?pgk8fX`0SGO~1{B0Vrg|x=vFl zr9DHQr2r7(p3CS@Q^sGXR=#7n&C4Q)I$}V~q@TA7cJ514US8Jlabj>_?FcN7CepRg zDaXT$p29B4@)}ltMDCUw0kDjB=KnzJfWQ!LF0e`!G(@ZS)d$>pvK%XYEANPB(O1#> zERv;yR4}s(6Nx`N^UmJwY!%TymKVNDM0r-?;#CK;&zdwv47yyOWS*a*^crAAy@c1> z%eAhKd4*$|5{#+RstN9ag%7n|xWA}c(uIDSr?pFiLGNTW+gkWYLVrTd&dTIWxXxdHk_gM%B!v9s^U@)Ljq) zGIz2yra9C9f2UpIlP;K*Jp;fl?-a*U>e(eTkv zaw>q7C?>A))=Nx0+FK#{w>2XHv*@E+AN*xoFO8^Z+-Oz6jSN^>S=+M}!8LS-)0FIY zOLD2>@2sVr=Or$V!H;+#vOKyET#XSQ@4Or@-S}gWO?ejNYotKhf^_K#tv)}aa+GY= znDGO|(mb)@Dfo==Ma99Ys;O5TkB)h}po4FTBA%fGV*FwlN?OzPG*qABuZ^o5CQM#A z-cu(LpP}$bY-{shggxJ4=X5(bDjYgle7hpyDy_UV_;!8@ke5{6nTXJ}7oHp_!d$00 zOjzXFX4}*wYSB9e6j%1|DdNsVJ5x}D!?r`OGL*s;Y(&coo9@=~Ge#%APQrEZZpUC5 zEqAip+Cu`rF5}gQR9{ZCKH1|@mH%vb@Uvgm(a^-VwppG|1eQjS#h4FAgdYJjC7*PD z?;F)gb)~?b1y_GnIw37i$QX-6-H#8h(+J!%@`!*oAs7$%V0 z>~2!(sOTj{$ot-6;VvPH=)WE%;mWPtvnhuk)>^5xdfVcUI%$9mN27+4a{tTbq_Vxdy>X-nKQQV z%UV6;UFcwdCuUNw?nTh}ZDYtC`d@Pus!l$vo9ZZxU+BIccfTOBedu739i8{Yt2wp6~>364a{z+;7-{i8ArCcT4ZVu?jrli8E8b_BBC&>xflW z<7RSRGKX0n9ssaaESS2P!Q2A$-KpNSW&0s~q2=fS&`69|5}=_=i9C;e+#e|syXf#A zK*-Ya^lBi&i6&Tbk%%Xa=qY07=WFgz*f{#WvQ5WNT6l;7&Uv;1$8rj!LD^cC?TPP+ zZqpyHcGnF11rKd9MQ3kn{$Z;eK6zcV2`x}fUsKpVqTQ)tq3_k9GoKm!2k3Ws3ID!on=Hge`W-BQ^#^dT5S3JgJkyCmOH^r4&gb9RUtP!r`D-9r z!#0KL`zGz!u;;-c$fED%;A?WZdmO@+iQ!}^he3$Bl(6Q}a}{TL4e@Jn zm&0zG`TlE}KlZbGlVIuakaNw;KZY8N6mI)W`Zy4f6Ix}lXnI|+9{EuEL*HXYlk&gN zvPT!3jwMg<3ENwj*qF=SVO)V|lHeqyjaYVDGXl!~>enxAN-zr88=)Dp#I&t+!MUZc zCMiV_(seYBXdqUazD7wQ`!56SC4y!#kN9U9*H&4yNzF0ea!o1hmmd1h4pax&tCo==qrg(LI>a5 z65;?oiMO|s$hRqtyg<5QM=A9ET4`soSFv@DTpl5Eh%xTChXY6N{hEJ^-l`(=-;F;t z7+rvofROnqWJVU<`uit$M`NyyD4|b54|qj#_QTb#f+B0Kak?=kLw-5k|Cw-M_ixnsJ6mIB)J)0drLCM4-fF-8*&*^DBNV0RN@DRN4J^ZGxWv0q}>8zo=h;CiR!;TXbwq_f_`NZ$0297bE4|syy-=f#sJa zk|&6?HHpnHj>=Mly6uv9dG!s)E~R|mneG>ZkN_{*Lx0|6?CH}#Ug+;IL3me`)qXR8 z8gm0=-ps2QG=b&VjNZ{^47R&+$|?AXf4o8Yj&RKpdF#3keUkoh(>_Pe{8{2^YV9Vr zZC_a!e!FSymgjrCn^$qC){k|-h1RSktE3A_S7jgw$-x0hx>p}8XNxOAZ%#et6BQ^J4sClk^Qgyhyz z9JzKuOfIG7n}P|v>4g!TxEysq0vAp+L8-IsZecTxK(Ormq+3QXnlEdF(OH0Pz)5IY z++S$}^qO$6LUcA6;ZQEFBB>+g6?0XBWw11_Xr05|6DA=l;V+qJCOGG@}tb14CB z04(pGeP~N}998A>cs2UbwPk(bI&0iyMfoYcivR!wW1h{cy+r7g5r|@vhpn%~4rzsw zi~&Vv{Zbxn4h#w5fXo@1XRspieRyVfrfuB>$?$Oerz^ZZehoNB&CaEO##e@u9XPD# zgpqEq*l4re@Yya<5jN>&3lzW$y90Y-km=J%WS*^k4v?r5rDM*-=+V zSVHj=qFtf8s}1l^rePGfF#dEM0v1M$%%mD17cBscMS2xTR(mv6a-3<3lN44*n~l;T zxgfpRM4GMbJe?f6GAN~+tp4#k+k|PVu-ndd>w;K0?kQ7K_`*F&T9@WTU5+>5ZpD(i zBdKdz4?^Qd{U3eG;jjQJ10U>F@Os*H!zC%2zU({kBgl!G;ey)TXVJGfD=3xxC>uKE3bBy5oq zcNIy&y6W%P;+ZbuQKXcNnpJwc{`sKq120$?q(&=#N&&-RO4N9+mmyK7v~#u6K@_7J zcfYvDXGf71Ly|nt>KVJGSb5i-<#w3!6;2F19TVugjvudIP|Ib+hFC6Y5F#2LV!pVp z#}CLdETe%S`t%Bk_4PlGhCk$-2AVy4>!7To7r^m#Mke&uDJ_gXzw^y*lvyC%`u8FS zCFu^jA*B&+k4?>JoXTUErB*-=^$ZxW=NHuVv%H|nqtE8>k4oeutYJ|{c#FrBgfbZ>1k?b*P27qP+FL5Uhu5cY7-{@5=rJK*zr?BVQleh*{)?q0IHhcdv;eN(jNN80()F_Q!5O*}Jof=syP}9nzy*r_d^AEbxv+lA> z-M5JIe5*BGuA83aXy)A!p{A9rM;{QNVi#V0_`Ud=q?hV(C8PBVKD3`jqQVZJH^J&_ z#FUealKS%PL2=95dp(eaOlm$i2sORK)no|t&)L)y2;}@_+^O-mzE1=zx=O zdQpwVcb2Z#?x8X|Jg%lI^eXHxaNM}b*7_Ow*w;$@L(`}B-NAUhH$`&`u27m=57Nkm z#~v{(v_8|EM#84LfhjG9Tl2JZbR-mkgVLdVaw@ll4s*qIXJRoD-bJ4zeY1*{wwu4E zGO~Z=0Nb-W90TtTD2sm>Y?Zp?HoW1cD5Se(m>RIypkVI4xy&XxxExpTUAx%>r=9(V zQw>92#%(Q|$~=qTLHDL;gjj+)@yLitQ@5BK4@3GxNc}&lMtxP@ z@kpW_leriK8jq6wN8YyfK7}&j-DL#28vFctg`28AGV_=Tozn1{`r*c(uGU)ww?zk+ zKM#emjq)!bDy+W=2Thf5|x>Ce=-U=9$b6+LsWpBET3Y133jtBgM$tj$3LIVci@PVjVxu z1P~Lso=#6VB3j(&t}y*=B~3Tp%(l3U>3L!2x-e6fY?|eX@7*J@3}+2NuhW`% zyh1yr7VKq^bUk3x{_xYTY7WDG?LUTDvxOk`?+A`NxFRGG`SR{S3%B4R+7>^(9rhof zS5NMKEq*NVK38Z?8vzf)O1ysI6aOkzk6QNrS*L{xjKl!OFHv6IMC=DG&45K4WjFC> zFR1G~H1fu^YxBG;G_1uNoY6TByJ42NB}wa0j}LS)@pR9;aG_txTrY3<7v|RXtzZ_1 z1Oj&)^yaR=4dK5sc&}XBS<=x;!tFE>1kOfGRgP)^!~wKc{t*3*4woTo&g&|b z-S1Sw{3^vO;vO`H`Uhr&HYOx!9~Zp5m7$H-Rm#^VC}A)!Wwqn z?<>x~m)Y2gZ-5hzqgdxC6L|cv&AXFG;984?LcwFYXTw24{S}k^9>sl*7#&XQ(G&g|IhxECS!x>p=m`bXnh*m0Dgv z25592t6`-ilVCcx^j;EB_Ozo71p1ZP3$#OXLt?b)J%w$#hwtA^+-0sGw76bU# zNK-tMfgq!lt_`@a9U?>`pjeJA*`Wn3=nPh%?i|8h+#^>cxVd|k|5c^+J5f_j3o*VN zJ1e7=cV2Ze14>iM_iVh&Rs#wYqNBIVA4_#n*4k&%ov-yx;-T^$QpfrJVbS!MKq*xC?qR4|^*_U7~tK2W*5U_E4X zVxp}rqX#J)n-HD+R90z?k|eBfnbn={Mt*K0-+wMBZTZghg#$*Mb^sGsizz{Rq^x&E;S@!BwCgusT-~V>SMei0(bn|fM3|aCyVIb= z(`OU(CS9Rj)4WXAgLsFdyVfH@GtGle{~KQ{H3ccP#0=Lu_o$T>tZl`hT-p4Wk~H#? zq@(Vm@6r0%LOzk~T3XQUmsYnjlrN!j`~7BHV;~&Xh(`?A0=xL+If;%h%{I)6jV(5cB6JDFM~!LAdYzi z(luwOVt>oj#%YxmcLUOS+Fo%NWd09*Zfa?IZ8dZ5{q1O(KAy_33|0Hw%qT#Z8l1M8 z@h=Lhp%d6ynSI1CtuyQ^Q+5#|*zh7)7X?~#^nGVNA7M7{BBzGBDt_GH2{|sB#%7S{ zISwO>w0y3O(RrUB;JxRe)+6|vG+9;n4qN%IDsOek`-8M{yh5RFcZ`bOXnI0h16tU_ z<4b(ZxIN?Bg>08Z#GTX;m)8X+<<=}YNSaw`m_hlgYA%A}xn)lbvvSJR3Vr=g+#fIb znWowY+|-y@WE|8%d&E}B;b8phcgZZn`)FYJgQZ~s!}SeLQ!$+O`!UN5M+G_0w*0p8 z#IRzfN&2Ec<`P6!80f?9_7Cev$>5MH1gkOM{{ZjZA8>XSB`8x+N^%ZGo@G;nuNnk) zQN^GSul(eE@@5b3vkptHjjcaoC@Ah{ObjS3yWK$-afu!Y>kZ4fzrdc;%To(X@CZ&9 zC+NO>HK<#_Mxo{iN%WMVdcDtG|E-J;!P_kAR$t&!f^FiBJ7gHF-TbyUjR6lxgKKgup}+ zNA&qj_yY7=uUIA_-FMZ zOu1M_uf3KyIKlkl5m&a~-_iS34HA!TMI7HreCxM_5JgU5jc^(w+%o%b{It0v>N?TR z_(uhS&Nwy0sVS1ax5rG3kQP8vK7I!JB}?N3hKDvHGuT|qqF?|380d0(qh^u6Cr1=+ zky0l`okPvp_+o@rLoG#)h5c+>{LKP2ILbHvlsIBhq~f;JcDCk9UC4!D?GLrb)M(Cb`@)MMPH`|9d-lC+rJ;tWTN7 z!Zzqqp(~8IT&(SG%QX9DRYun1i`Kt~9lV?cRt4;(Qbrf;U*;DLk^nFTWw}W6wlq5iCxLfoOnA{ietned)WG0Y<4v%Yz|NWIjvA$gQW z2)cL$Cq)1lTG)}=w@$8q^eAwR1Tu{6L}>xcsg|#*20@+)l#&%GI%kP%*etAqNJfpp z65IpJz!pq%X5ZF4%f=#;*!P0H#32fP1$df|fcJuI0D0K{j3hWLp@S6+-11!)sjTU#Av zap`5ur>AFoj0mQBQa!`BRzn6d*3{D#o9kM1Sz(-Y8wA*p>`fC(Xu+5-d$rROjxX&d zVo(X%=za9nlRZ6Rfz2a`Rtrz?b_p0#sO91f0I;H-!BV{LldE3B{&}3xw<}EKzBlP( z_d?8Ao^6R)v(MTlgFZo_v_eh%Iv=ydBGm;(Ew6EM@KNJ+vtH* zKSsJ|-^Cf1<+re~Bqqm3?ZNU(F)U&34{f)@7G8WcZpyJg>?y;x)+)3TMr2oBlf{B; zKPK1|vFnzt+vZA0^9!}QShCCAd&!zu5V^zpa9n-!QVc22Y_4Zt*i<%?0j@~1Hu)XduID}RVi-K#3Wwn|zq;MS_7Th$G% zga!@{QY+KnPh1cfnbNMasY;ZK)T~iD6nZkhnI%hka;uV!QMT6zkxBtn5iwT&)&_Fg zmJkOg;j|d;x5Ic0pQR9U8cUAw$pI?oNa3?tR!0dtvVn~LDrq$VbM;ETa?pWn+Q;W1 z<-gqR!eEdiM#Ei`T2^Hj^Wu2~m-!y>Bz#`Fu4Ld9G*ds!?O=c_nEPWCK8=?6bZYyO zJ;4=5yF3~vZOm72dSOk0GW zqqYg7DipunFEm&Gfxu6qA*Mr>bHmmb{N%7VguY17?xc~Dy z>4g-$j5x^FvB8z`(YyGYGFnYZ5=~&MP7g4Hjxj3p&9m=W;(b?d7mat7Nr$TXrj~?h zOEFs4jj2kD4_qYPDQ0os#7tD% zCtP{C1B-V9mUQw6pczknnO+Dp`Rac0^ONS8oX-Vq5xVJIt}zC`(G-&krW{FfdDf2R zSS|pjHrZXEgpT@vA|OlvC=vVez2%^LlGH|Ly@bDOqXVaPdQrA{`~yFq;;vHD#C%bK z+FDXi?V!FksGaGX%n&4X*tJuOWa-TBKU^%Vi9V9J?IlFxg5QWg@G;T7bm<};(f5Fo zqLH+fM~QCYew%&F-y)NM;<}AeUtULnbX@4Yo#bWRe6#!^;JO^%ALX)2npyd_ftRAQ zdd{rrF?BPY#rBP-$$HNtJW3&Hve30OHoO@eo@hWWgx5W6sx80Jz1u~+1G1S# zNDXt|Y<>NFS=_XPVvE7XGPmGD-!oswzaqw*^#uPVKidN z7)gF3*72rV+G@7yhXH(shFp#9MkfoBY)h75DDr+Z5LwULzs+?}kb?3BiCHz=ThRic zuVzbW8I4bYz6$8oZRg680eL7$*me6xCvz4gHs@QQ?LC}2A1VE~u87{ktB@Yl^bo^g z-gk9F%EHLe9brmM3K`^PYhEcTU-OK8|`8viLtDO3NMW zk%WY1xFC56p;3+_$5GW*57RX13s$!BtLAJV#q!w&KIC7kaNQvGA>LV9f%l?hfbT-R zT?0*b(tCi|mZcW*f~T8}@-E@3+cy~pSx@oQ?Nyf}kMrB( zKp9WuS6VwVu{ooDAp}8T$bdutA5~u&6-TsmJGi^Md(c2|cL*?eaCdii8Qk6739i8< zcyJAFgS%TE_q*$R>%Bkc^qKC}bJm)k>e^MccYWPp?#=BhrI$nS+fhgKK^?~>u^iC} zDYmV3C7M+E1q)AkQ+q78>0?LIqlN;rNy%Anitv~-6DU?cSBu{QUz-gR*x6QEvu=&R zf(0Kuupp<>^fbDk6h0Ou$@NwM+YCTdcN8L~Q&UZoK9QvJ72hsap38Ap+AQeq-?B>1 zqg2IXss9wIG$h zh%9XkP;S{3m`e&lU7X?)4D42t)xun6KOtca)9cB6k!7B$^v-x^!aZi-1gww}sGkQP z!U_pjX#;{O)$mEO*?JE35$PRF7+2YdflS!+#Ba&DV=MzsFvrw@4KPH3w^RxlZf z>rWg197QVt zz!RFOSP#PgC1@`DxGh1c|CUWz={kwW-b5h9h|Y5qyuIzDi#d<%C`j>z4UaA!lWeLG7$;wKjA#go07VR6}o- z3U(ADP*DXaCptQbV)&IDdxil|HUh&FnF{x3#JnV|8k1=Rl~mMCpi;G2>A0l4l$sR+ zGYz7$C|@lMn|xN<6(h-aaT`q_IwTY%4SYHx7Clhy|5Bw)ct0g!2nexpq|5tO@ULaZ zwcqj5jc4#7*}h0Yov9vCMM&avH-vvba!fYGr{EE38Jq4nb6xjyRkh2o3qDx}g--zR~h#=b5r zbRY((f&tqSE|UFs#kip$CSrRG0#s6%^d~q|UbVs~K@A?Et|0_tIBIk5(=Vn(g^G|P zl(HgBk{jVC$;8I)z)m~v;7)3JH43KF4n|Biapr<$9f(42- zJ-9-`0K{mcqRaXwjVX1^kT`Evk(GQQ?bR?u>3{! zVXNp<1`dfKPslGIN&ZBK3NJJ-qzZ%xG*T&m31TC(hXNp3*I}seZG5k(nN?SJ#mGFUl@bSd>5L&aJ1QE&CY3`_bdao_S`~ORVNoYpkHxl`gWPe^f*v|5ruS?lAaOeU;A98}mht zRM9@f%2;1I=jl8++RbR{iDs>+bgNA?pX&g4^Hl_DyG-r7o(?K$xrq?p27Zr2P($^; zKCnN?aKxBTC$akO-XY?8McH;4BA*-f9GVRs7G#n<)V5PS)ejyVaTb?x6$BTq-EvB& z`I+5bufy)S`fpTO7>Ec9@i)X@lT?sxD{TC@74U#KsUAz7tY%h=+94>G`@5M+x~%wda`~ zDi$zwtGSxn@S@h9Idcdux?PSBu2habV& z$m9NcwE&M-+V!GVD8_n?PIL~565Wv?M2}g%i0_-b{DjH*9aOdGKH2<;1(e9WFquSb zf42#E#FQV|TWIG_hFBiFH)6r>!%N`1HPx?Y>CS65Kp>JG|1Jo84w5kU}^5)27+G=OgL>t z1K)oA@;Cz03>%;@|LL*&cKEb!ZSu*^1U+X#U+Y=b&up`tlym6Sykpt3|xX* zJ3BoOf$pqFWGq)!cjKai^AENLG1?Z>;z6VR&qBPbRM;zo{cvNrD0!R|%`|lhpNmU(`NZLK?q#f`QXG}(%q`s#>Y?GEe*yEE( zyeP$EK0 zW#V9NZ}%pPue^lKI>H!);2PhaZp@5AJ!$FtC^)zgZW3dAA9o#7XK0QMl6*Dy^Rdyt z`{%5-#lxfbyMy)&aGsWj1*n~=>5_L(v)QtnNtlq=ZLcTLv_~Qzg{N9=Y<+WX_v%U( z_Z58#5fL0?|LU%8>BHc(*t%F;?Md$vGJAb!tJRLg_V#BfipB`)<`XGP)VsJ%A|7D; zw!+c9_WRAaKr*|S77jUbz&%p{q0RVskdN)ycZBZxvP0+EncuW9A4ce;{mvYr8%edl z{JA5+)g$_nOpSXfsl)k&^gL@6+R0P6r3_4Iy!z=}*a34>46pjafiK9CTy($rx{|>} zYLdUQ!Dp21O_nVO0ReK_!+gXUADb{ZexT?h?P)wk6gdHeBV;?-To*zU0*mq*wf&Xj z`5`YG+vTjvIYo@$_pPKRaUt?gk)-Vl0bEd7!=jXSeg{=thY+(Yf}{q)3TLj5&C(fR z-_w3NT;;tNiUh(!k@c@w>e7w(PFl)iIorH*pY+cASO0ga`mmuEN^5$WZKNGTP*KYt zlrSEZ+MBGkf1lRWzNb|Mv%YBvqnZbGeHaLqw;W=wDLJEJQR(C5fBy$4M%(L_D{G-$ zN5^uCM>S4eo7TFKwNoa;3a&xj^{c{n%L~OJ5=2rnH4wiazQ5ow8Lfen6g+)Ud!M^S zbvUt{@iPdHrMjLh)^ep^KFO~_i=KWdaO-in2%24dpW!(I8Wg@%IL!;IlZ^4=)PIt{ zOk0@cRVvl0^hy|U5R*HSQcg${gwzsHsCzu=SHO}L*a55TboOM{*$}fQmlSE61SN6w zC&W8!o6tzQGFOPqah{cS1EN)t1(3*oq#41>XxZhj-+v#lo8ox;zz76;t z*54+O^#OnBfVKYt97}GOnclcB5~n3!>#oQ;KMSD$zxgBLeP-pT*Od}hZ+ykZs3IVY zS-t@=Olc-q+^HbyCYZsE@-#K=%G~n39+HluH2g;0*JR+X0-Zn=U|)m7K41h1HJ!;< z^A5GoepA?aldtoLuRg^@v2U;z5_&_HP{Jlm^{AaXg|@+Z<*WK$_n^{_mi$_Jg+`h3 zkzdN3h5KHmDyVsp)&%!0W&H6<ahoj;9Asq5-$9;0Rq zBy!T;QXz^7Dp_-x1~tYks1R<4q*@F|^b)p_rixTMcC#U2Mwu1OMB-k9TRafuR3$2_ zf~tq97b5M#e6#fCy3B#|zA1dFnB*}w1cC?SgF^%H}AHRd29gvOD&BG^l z^oKnZY}?3r>z=OkF0uxy`yf4&2WnQPbPWBp_K@jBm@yuuz&DpX0t!^2NwL^n!zKf% zVMrkf{6dEBtJ61|685M7+vVLSCG6~>!1gYWKB&+i`SgRRr6p`r%r=d%GQ%>*zlM)~O{f1=y*G@cQn&-f zC4!J9@l7IAE0H`-C=fbg@b!HrcGB;2t9kw*-<)Jc#)@E6v=G7y$VINa-Uk9=R2Yfq z=8ubMIA#QtmS2DHc?{^q2P*M z5?JsFlU`2dyN0NuiI)1IUw6kFMLj3&0<$(6$7~>(O4u46j;YfQNgf11;gnR~;WI6I z`<`F5M`iO5;ATO8A-$YNM_a$?_I~80`Sl*BKwr-PXjzH(9oPX%Keqe`dsmKJqW^=I zzqGhqq!Cm#BcKf@7RY{IVV<;MNKCjs=#&#WjiS%oxnP1BK^eRhM6jf%lf)FaH2lTw4Yw?LA?( zuKAt9!|zMCbD@i~@0wt;MLTcdDm*2NfLeo7&6mZG%uhqP^=U9sUhD3rH~#zSMowJT z+FgM9^T@pt#_YSs?OgtKfLp_y|7pmPYT4)A)!pgPr%St!YA%rliI!fa-fe+=IIXS~ z{3RSIY0bw|Ok(NVDjfzWw$}tuS}cjW5Mu$ZKPkYkgaL&CYR9Dc8+;7Q_p;k$eBuVG zk1`geGW!Bq%85eb^kZ4gEdJi$n#Ic7>tzz-P+9hsaFsT>&9iT7QejLYKlL2cURv@o z&aS_QG2|u6`xm9m%l!j*JnEonq<$=1cTO+zk%CUzg~Iq8N*%ld+@1rf^g-p1I{Keq zX;EtH&DC(UG*YZX8vFko5`s(ZyaQYX{e(CC4Nls+g*&;n8F4lKu2_ zPXu#f?Mp)PMmGpN?kXoy3+eX&g}=?pqjGVK)7CU!fVLS)z{IAEEA z#U_CirJS`4%FZe62>ft z-)Np@PuqdKfXUqyKcKK)_(qVx3?3d?wyg9kJzt z&1e6keD{@VSt`=Y%2zFAZ15GO-Ag}1dP-Cfmp7zEo|wYG=q8;nmvgA_5a+1%>(_b# za^J1Prr}B-&>@}O^uS*@p>zJ!d`r2Yc*%&`Xl)R56bp`$sOjC-@^n|q7ePW+L5s45 zuq1Z{=dGR`!d67u3lP_3Qeh)^pB?o(?*dQMk;ra?*T9?Rb5mNPZ} z`qkD(L*(pF)Qbvv=C+VbQEF#5r0h)|PpP3l-Dt(m9oCg`hLp4l9Y*%3)U`?`k|B4n zP}j*5eKwy!I2jj(X>Rg&?#m;fll`LCso%Gs^xl`3;59@JI7Ox5CNreNrI0?#NLA%+&=#Yz%zEg>P36gH$Xb0$_jf= zVUZ|oR*s3!e-r+-#fL&`Ji*+ug+BRbyx(T?;gr6|2z1$ za{k!ByzQ}q^2W~N|G?79e-0PU)A4?`dAa37iVuEWjdap~6%OYXGVnns@>qR-GESn~ z9D*J31rJh(3*BIj_^#w54+#Z$ap>gUf+hyPqFvGkF!O^0!Y$?>69q!HEFE_8(l2Qb zH*WfO@>l}AxVbOui9A;#(s8cg(twd1UtuN+klEqW40%(_iWXRGis3;Ulm6O|P3E@8 z70pQ92taeAAG(zo?%O{@SCB{v0!qENK(IlhMDKb_w_5Z(hwUepaabb7k1h}mn>+{g zmexO^)B|hqIhG$mRh?f{--VafJxK|oIJD?TMnq8GJQutB8;LB`s}fg3Jttaip9qA2 zClePPEzlSniDBQ6O=yX0xXd&=P)sh49MOpyi+cDV+;`+^I<6HEV1JhiBzLS0|gY^)({T!UMZoUo$dAUb4#mTp* z%%?yIa^8ttS!72k?y(ii6sRFk62&3wTI_ix4^m{FVMtaga%%sNdwzCc7dEO`lcGw+ zLWuYj4XKQmhrw>DFV_aKAHnqN%_R_h-73{5K_|acZQyQ6(a>b{Qgs>zYf})1AA7k9 zfw;)M(v$YrZ@5Jz1mZ}9$$&h^)IQ9v-~!VOKQ=+NXSU^4*<*e+JoMOkq~-AhQ=@>J;HSB`3!yM_lggw$g=B`64R77|4R94US1~p0gJb@X3476WwAC@3pG$Ve}{wY z7a5A*Nx*a^CK4mvT3bO>Px(9|HoeY_h=EuTfGyasH_uM_YUu*9V>G$ap#%KJf*v#` zE`UTz*sx3KrGewPpA^u4Q=LwpmUD=6_+;l+D*ortBfrDsjRX_u(r`*j6dJqycQ

6XOxH8TFwbY{7GI&6bv@~;AJyz+=j zglmL_0ZxN<@Eg6<6>*>- z)S#~e`=oggXOW`P`qvLc+Ccfy8Zg(C1$Yo-AP96A`GAAbx|JXneB)g$-Qq;-&-z#t zuA9&#;NN<=E5;{P>k+-FiMVNNAvH*Tt=P@IhE$F(2I#AQxX4t%zkB`zz=>0Px@f+F z1TPE^fX-Xd_kS6u!<&B!m1~RHgH@4WZ#H;d&a2x{9p5MYoBe_lp<(z{sB^*03+$vK`acjdy498 zoniDAPgk^chj6kZ+=H3?FuZv)7vpqHB0oY}ArgO097THZ2)v^2ed;m#WVT~%y`6&# zJ_C~y0x(a{=ULW?OB?-pGaAT?ha9ur=*zpoy1djZjY$JpWM7)e{c8U zp{Duw7pkb{>i!0AuFc|md0g>>mr@#k;VnZZSj#_d$E(koHAml+ajAjQ6_b;x@2ve~~6v*;q{5d@Ew>4XA`E8+7?@3mt3 z<3jL6?%R}?I3ElebVhd1Ep91SjP(BiexQ>d^dh@Xz;8|}ol>RxY~XkIzyAQMbtbBf zOTxcNPlP)V#-zRp@Xi}Zk;R<`S0C5SwuJgVLc8hbZ&~9m3zz<-rd3_+~KrzU7d9BtZA`@(c z!xr-A{}#k*n{0V%zj9wqBD}fEBl`aF3*Wl^;CJwE&-d9p3)@4&Qe7cwxgcE5Q_<62 zw+_em2=l}uU-ySygzW6?f@?<;nQ$7LC!QzdqZQZZ#5cat}v40s9 zEsl0Vi2nh8&U;kKWWqJFjTdB2bC%N5wRh?C#P=Q4fn208Zl93Ko%b><^XOV{{>DH4 zZr*;|lQplQylv}dNP~mAeH1APdb_nMzi#L|_eT)^Imnwu*{7D^7@zk?g5RB5e-t7$ z3cew3wTH&X1Hyg*D=c}se(LMsMP*r7aC$Jf_2_Rz0a2uQe-te8_3MSvB-Qjb9LSgJ zjbfxzHo7K1Yj*B((4d0pa!@<@2OBVJfi(ZpR{5h6%f>6f6|GVx35JSAQ7=g;@bkg+ z2!S*2W1Vlyj4y(&Uk5**|3wd|vTy0??bP+Blbacq`7yI2aSO}?S#ksx6@4%>x{hCX zIy_6qO+0yY=NjZ+m-#eE$#Yo&9iBN^&p)butNuy-HT_aeKj^S&rJgPr+K3}?etxHb z&yewj&9}RiTf8}=rpc~%Z9Bxh)UyHi{E+(n%@4BjOUn14BOf&cC;5@S)0avY|8?Cd zt+2~WEwcj$YjwGajWZ98gEyOe)ZJ=98uy){530Fh=>{^TKdC5w0gF7r_x_cY>gN+< z$4g05uHCipUo;?4r7x`57xmoFJEr`LC@51Gk6&tXy;}0G5`T4@dF%~e-D(Sd@efEm zDHn@LoP5_TrRDpm!Y!q1%gtLli?9=P_)G2x1qOF4zmcHcH#}Y4>-{=r={6W~nQV3- z;rHa-dMVIAZUL}itSDY#eY$uBK#t~56R~lu*)j6Ou9w#k52`Gtx^bBmy#L@yxFQ|M zRX-jMaL=s~(Rw&jz>3{EZPi;eneH5X5d>N0YY>4}ditNzq2D&oTy<_zA6(o!a+DDUd`w)c^N4p42p)-5{g?BT_bgzHL z8ldQ!UW!YyfKx`1+xo%pd(-zDX~H4+>p`O^_tJEOi^*+eUA^peHxhDEDUBfRGY2{c z1+M^|8jDDq-?7J|7K;2}Oeo zP$GYOztHLzh`yGIWJn)83|zqke8I%Phv%udZkn>ibfNeiYe=4)#PAT~bJw9uepmst z<({mS^Rk?=ko`(g8^k zs?1AsGJ+G#FiL%ZW4Q-6o^;QMzDw^f9aVIpt9kHjz4ThZlI-on)yoC3U~rIewv`ol zQYt_7J%UuhTdk!$Jc|ycPY~0acQHLWY{5aS7As4_E3n6mO2tfF-^L#dxcUdcxctMx z7b9r>cTj@l%W{~}E2yq|w&J@G@3;3?$%hty>3lqcQ*SkVqy^1M|K$^g=@9B-e z6W>38&O(_1Nwoj_;j4E2`{45M$zp7449S=IFaa~?nr>}e-CqZeS8v`QYZP7j&)&Ym z93N}smqPCk256JT4y_T)aWDIqdxn8_yY7ksHXMo!TR%EHL(cH6(EajTGKtXq zE}lXn|DKzJ?Oy@c&@28+90yybq~!4iYg5yBJrBO393M-D0-8M&yC|3GYm?6WV1}(B z+lid#i=(jhoGI7#=`S}rcL$5M{+a$N{zM_BCVf+{$r^)Yr z9V>RUN-ru|YX*uO4UUjmAei(}hLLxYdS-ELG?Es*s$b@bA6v||E{c*Fpi!>sfi&pG ztu&!bgho1xX7cJ*U({4kgW$wlprUN~H|rFalvbauJDPs$est}fmC0LpIhn*Zygw`G z=GKt4-7L@r%9Aw6bW-OMW~;pPS{#eD^W#4XrhXeZ<4Y!W+G%5SH^~m%Xc5i0CF3#~ zEx{tFUUxbm`|+l%KS=SDbBW(U$_dx+E0~ihx+Smts20VE#f|Pv>Jv@pqBz;Q`7>yO z99G}CytyNPoyOCjH=^t4lJCVO-;aIG5*!qAQ85<)jcVO8{K?JS-{EH7iQu9H(0Jj{ zGdlPaSA0<~kOm7KQunzDLDzIQbj;r?HM0`M#lCAps_oQCy?4A_N8ht*-g)P>-B%}& zkS*6*Hrc!?P_nIlSY|p31!^F*6iuC9;9>f@I^x3;$#6YQ~U zCpGn9HtZ^Yz)8HJc+l?uF!t5>0)8@V{i-EAY7o`;oZwSR%@fmGSia4Rb&>LYIl;$w ziJax;bqWLUjjBbI3C4W%lXxENe6s z1?_B?my{H@2dP2;inL;ys*BPrb6@QKWm1la;amfWDC9I>duEzekl?Y-5&BiZ2F_h@ zH;@M5F6c8vPVJjtPva&~(mq7Wh7FS)45t>a!U2 zyU%;$zKjNC@$uy^Pt#~y*CQzSh!uOJC~@klEf9j#_#eRcbwEy+cIrD)S~^x{= zp{ObQTJrTo7+ZiY=@}6fZ}fes%&XyQ?)rJ+rLvE@9i@HBN7iJGfk5tZ1Jsre@w#n& z&gs-AV(XD30&tOjJ=n1+32iDvO+zXoRPs(aPvmINr^TES$<*QX&!al{BGtzilK#2?! z(j`MRUaxH1PRvV;rukze9J6@H%!TbWiwmiJ%wW1=Gp@i0gD)4%XRN!we

X=i5u+ zU;HP}`(P${+`^&Wd;wkBF?R%)FWYyf$mU7z3Ds@X?sRGbyeSA6FL1NgbZR8a7wwjd zhxn|XxHx&T7-#1_G`g)orT0OKPo*4?%I7{8LxAzHq~@ti`Rg|GYtnKKdfVupuBg-~ z>+d67h6+0Q?1y2(`im%##s;Rn#(Uryh4zpb`K94(ai+aZ(AEpivmgORAqGXrVXcIx z@azkzD;Pb;na#`7vFoMpIHZSW39hO}hZ0VO(B@b0LM|LB9Nw15QPXnBDr!Y2|KVN}mWsPi1+>#K2nOdkgcX^!^dxM{kqgv^D8 zJixWN7sy8~dqAYiav83p^KFz|xes-Y-l^RFSwxjWV?|rcGbf$W#u$KG04;$|MhXQN z%^VW)VqP@ZyEgkYOWI!rS7(T!^S!6wVx%ijoc4^48IHAx4@n#E%eQY?8sT)fi^Zq)2~b%$0n`3Bxw%%z`< z6g;aJ5R(gP`B`Zlnp`|3MrT$7bs*-9Yj+i*7wML2_U);T(Bx3*Qv7f(WvA^}-Sc|n zcWt(21P7Yf-&*PvP5pY)PbWd$#wO1;`kP^AT*v!8#vyr|q*GWCU||uT#hlnMKjmYM zd)WRHtW%AGHt~{S^9x_ifj@E@XwIxzgI<-76_zbS`X^yYw@<@xsW-syl_J@2>E~x( z-+%Y6*u0|%&&>aK2=86@K{oF{c(F1UDd>S4yOrzb^*t#qdj$9(PI!H$%JL4kxKeW# z|3fd)f<O0&6oV^ftW2e^|ZLOI72ik zB6b!%x!bZjQHWm_*v_D>Gayeov19E4VngG&L#^cBnn(r%Eg{q$A>2H%C+(V^A^M#X z!+*e2&tMX!DSt($wc6p-{Ebxfql3fHl;Qh|B@sH?21OP=zLg7yL}Us>f;j-kb9M#@ zz^pceJZYzIXLWgsQMGh5qjt=qLZD8fUcI!?oii2#25*N^2g`c17eE02L$1~-)RBeH zkVulHm8I_3dBU*g>Qf)PpGk-W!60;f(F!LTRM^9Y@RS&%3RSrB=-Y)6SnzI^`RpzO zVOfCCzLe-e?WcOmidEa309z#P4jh!gWb-wO(ZTH3zzz_tNA^l3PH640;X=fdU9;aw zRl%1-9ERMD#8{A$Gf3GD9}Y(l>Ci=|Z!-^+#u1^Qfog6PEipsMAcuA2zZig_9Rq>; zP|Px0$OK!BVM>>w*d%{j>&b#>)s;E61EDlDyGEO3pv<&ospa7}AhfweLQu^otvDZW zBhIS4`sW81)3Lvo3~*}o1nEK8==RBY!4HKqQ!aXjusa1~!1F|4ZX{gVnpV&tQN#wy zuu;ZAteNM?Q&duf6Dcd-Vwx2pp<@45p^xA$bq74j5K-xfMbohBt)!5*2uCaoiI$DzAs({8l;{Y?LPi}dl;}wKl3^r?K1rhw456h!!iUBW1T>BW zL1Wg(?otFMZ6?XO6l6mdXCqHFnqRr9goWWZhSJVsL66v-6mLs4pxDoJ$PW#%g=>v< z5eHaDJp>3MsW3s{$?Z+q&ZT2aWP7OpV2`R zT%>+#D9otD60279BsQWpNr_QWL^a8u3BVK;cq6wc!!mQ(NUri?J=+Qiw?uX(FBfSA zLj>4uqMS^fFp{q#fz+LYDwv&BaUgBz@8}d#OwrEOfkAR22*`5Vkyb8kP=_@o7r78B z$);=sdP(N}tmq7aQqXC%r{o$_!G;AdfIiopP5U%aNn?Wi8d8CN8rMFC^C;&SGry)iYtq^J{fw<9L*cn_J z{R$AJk~h>-(bPCbW|Z1m>z4bwhP)@8qyRPT&t%1*tnQsEVKTOt%?CaLdM_-15$MQMpSjO}Ve9-Pq>fl3ir z5yGF5J@_R^k&ZKg1aKAy#4hZioOkw0UUNa$oy4`kZKMGH8FS>>oEh)@t*c@z%d4z8 zWyQzB;=H_jQPz-vIYuE~ntD6%9=TAc&qQ-;b+i#DniEp#*_^eDAPT^COpUIt zC1o3c2AZ~0GXIXHi4f=P7d1i|`<4V+<^FsHe5+9fHp0;dw}CY6PU>D1Vv*+M5q5K< z7}W4I6L&>?vs6Mw4*{e04d0=dqcRx`S%yfBV=W{EL}$7b1MgKg)rl(^Z?(=4VGig= zL=526qj)zEP;&nuR1E0TpU9cQenuWevLpozoonE-H3w7l6~j6lWi(v86}o^`da&r- zYyoxnW3+AGsadk3Qddx>m!gN$IF4S1G3PKGFVg`lM4;Ds0_)Y z6a)Iql%v*ML39+9)(m1Y!MD;f{PO6{Y*qlONDM`M^k6wQDrUWHf?(4$Q3=Z*Qlptz z5@+3WG*h$|vQg9=EC<6a509MQaAap{`dBiOp z@&sH%M44h~!?VVx-#er0gLEg683P26f!F51yz*`K>WW;BLRGGbHMn-HzeQe+8@TfVckF=-(^?j_n7cWRAU#Rua zufI^S{S85@7ZJzbhaew9#-p+BLLY_BL;vbFI(*z3iO^L^i`z%|HPzvs~0N#&dDM`!yj74=GX&g zk_&fOc}aN_`cvYRzn8`IWu0n$E2QBZI7zB+l^Hh*!x1vbr*!72QDeSEqBO6Uszc`( zoz!Wh;&Sy4edkaF)7P<4p&F)V%>_ULAk}pMK-sghx$!2+9O%S=(l(iZ?7iZl8>cUz z1YO`)MRq62fn-?~vE8wV%2ykpb&wLkY#cMvcR1;*l_@6xyJ8_9`FqXXMNM=K3i9Mn z+~(LRBL&ZSHqm(L1OdXeGO;N+3<-uWqoxp(SgNjpY!vhw=$X(Q^1#2AnE2cPI>_yG zbQm`8ehNpJHTR++Tqs!j$bDSPNE+RkpN6=%2Ht-i0O1R!l*#DR2~lfl19fHgG?>E? z_7ac^`-BNo{h{)K$R&{K!60-?dU#@Ik=6t@HWq6zzyX5Y$SJZOShyph3 zieftB5$FGyH5<6L4!e=9sWqs0>{Nr33*M8 zf??sViZW2?HKQeL%(!)R$THul&_ zMhdNmeL60(t4N~M)GUm(5XKVqyQ~T;9H&No>{^-Tca*zP!|kTweM?r>rbWY`?C4-V z9!Aaa)k8%wpSq&yZpZi_HquC9co?+W1LY~0NvV65V#7|^yK>{%c%l7bzlfBDZ4Q1k z*nwDTC`az|?;Br&X(EH*2P@$h##sg1A93V4MB;pUt&%uzT%SyOB&8} z$0Fh&AV|#hnIRPS+0-zm_Tv(Jp}FzK820zmqe}j*s+K7>Aw-De(T7Gbl$Su!2Q8GV zi#rWvu8JBhV0{@A%tej;^?+}R0ULoVC(|Cvg%tyHuq-pTPY4BB@5nJ;Rm~R>VE{z2 zX8DMqNUtdOy0s3jnhVMFgkmyK>BWbuk@ z4-_Rq!XSt8QtwvhDXPnw5)<#sk%C4fgr!D@FF#C@Kf;<7T_k7X7H{~Lc7I5Mv;!*l*EKXN{R_OocNnWgb@z>pn23TdPJW(IZTMV#t>@c zs9}^;13An0^y->TRBT3g0AQiolCMM>QcUvVo2yZmq+mBR7o~_1Ikc`8)nHJmYzB>~ z+>XX~92xCYD*WM`{wOBgQ1Kn^409~p1!^d(Uj>%XPymSdZJN8H1yMQ*7fc7A*^32J z4H4RbIdaqdy=2EH)2Lv)P)*pKqUIlN&_cDD|7aAO8co! zC~ThNG|*silw=T)c)L7eBkBDIjZDx3d}kh<|HrdNbinKBL|Il`3rbIc?CVkQ9jU^! z*707$k3ah0>6zbY2JFHPaeZwJ-e~!S{Z0>bdm|<;!-g6y|}g#_mb0s7Cm8WX;9*rpSt4>DydN> zE}l*YN2pitxb(@|ZFm-274M>gLI~$u!e1iBIUlyY%f1Mz8;T962w%k=o}g6xs>nKOTrc z@VQ*et7`_@T7cFxY^S}$qO%VG0m{&<`EOa&L6GuBqkf0 z`FChV0Lz@M;`Qsl`e7rKBZYTz-e!jz$MLKr9y8upTEFsEH6w0V?jx?(%o-Nr^NY-n z(D-{cd-(k|z_Ub^`SI~2!I5{a!x&(^`|H0h@1QnI)#|-Y1XKp#I0^n)SH1j<$&!F) zjAgf`pGBkVQD^1*)3q=6=PzYZ(ESfkM@rr$jT%R;l`tTBtO^K15&af)^#>3uTk&*5M9hK z#fq@~>=aN-wM^Dn;;3L?93f2gtPP8k%ctdkqD0<*%;D#yeD!Sffa420$%n2|>Y%9` zPKc%TwsHC{eNiG;tJABSqlKk3yM@|i#Y4I7a+hQ37$Ye6Ms!%zfC3Pq%nJUo!KZVe za^xXi5-$gXCEz!xlq55}QFMeykf}Q*MU*pf5G+vco!Wlg_SD4H&!m1S6kkik^=m4B zB395LH(z(-uRe`V-X2yZqlBfGGVch9$+!)I#ab`!QyuFyD{}d2~> zw!Wldj2=VqB$)1~Cw~JtntO`vrU_Z4U?_~C78=zO5YppTj_;NF@hqbUN`5rh7Iyo9 z`rk>zmW_IU^KgSfKEk@hclx1~aK#EscmVo{Elmy`Ua(iHQ9iAgYzCncuiJ;am< znn*fpgGV3(pde`V+@a?CtEg?4lArp?MTmIsF5nwwlIMQT04;A+ndHZta-LYZMOH{b zUfdoUZ=nGyT8qW_8LM&q#KEg19952xHmXIAkb1H1{FRF1TlzrikT9`Ea-j1wZ0f|3 z5QFc%mAiiA*<7pf8&|3A$W$r3;o+nATTeTa?XixTU22PtS{)&H&Q%+HS1$X>$a3or3A5BnnMo$!;|mbFH@7HX;B{WIKLeXgWHam#f+9B*0oWB={53=0QB`yYV4 z?ry6JfswaY{YiQl!I^AA?(KBBeDZ|?02Vo1XFD0P7W8T>Hl)tn5Y@@zXY)2P+2!!*5bcrlSEk5gv_-~`JLUA{_vQV7PKdU;N0HY1 zw+h1h!iC!aNv99Zu@B_4Xro)U=j3k1ybpaZ*Zgg)QbL=hI4;6#`56XnRi?Z3U7jqV z<=yIEUtRV80rGrV-P>{=Ab28qf7yj^kIlB|w25u?Mollf+;b(fa(G*uBjP!UeUA$z zn+J34LlvGFjC)}hVGyRum8w)eTvezsqJrsFZs86Wh|}j93eKf**OzuW)6)mQjL=ov zNY&$Im~vV$@#F$MT}Za2j<1gXw6Xc)N*lsZNy1fs1P1T9f^KUsagyH>pI;F_+u4&} zd>F)7s!*XM_mDx&g$@)p!Q~PT#7bH+)5aKj`8k&|qo~Jo3fvc0QBxWbMKlW1~tZzZNTdl@Cf)x%uK0`xZXa`+`QFEcMW6 zLqGXYXzyE9B=Ne1SDQ*32%sDPBVW2q@p|gp%XuSNu$|)c+?gEYZ`Cg<%SC6Ox;+-7=r$jpXhuIoy0J%AWi* zyXPUu{n6e(mg#Lvbc>3QC*f8u;-?g^15V*2qgChkL56>qH6Wg&afV6MF`CWK3U3Vj zY;@c&o%dxw%L^$V8$EXc@ngbyWCJNaMqiSr(;ZlTOX`Zx8nm!cEHE&PpLTbT<=7p2 z2olJU25}J@s4r-O=8l8?&7%_p2JjCt;Tpi}0v8M7;s9zXnFoxceD=+Xh@D$1-Fdx; z&MY|=`?7|AmnLo4breX9Bg9NJ#gJrijG(q899X4wwiJiL((ps*!h9e(#D$0f7DZx9 zfW#=7yYw|Fo4Th|<2*W2BMqOsIsQ;l^BqmCucr2Wy|KaY_UL|99`WESD4(h9+vM&$Rt5B^(*m%p8J z`tpjg7pQg5r=3EU!#`GgJYxNGSNXd#dd&+H%#Tuis|E(i^9^H3$&R&;wVVkIuBbL0MA$NI+JvR-IbFug6;aKOckt0G8qHdRK@sRumnR>O<>Kvm2@OW8S!x z!4uaWv}A#@KHp!iKsD_u-qBdYkpAYMiOe6>4>Opby1`GA`wGe@l0P-_iC9t0e$M1~ z2r`tOM_Nn$QdpPDoi$F7rLhN zwj<~JDO?XT^-t>u^+?jAp(iKzPM5Fxr$eaGAMgEAI-X@ArTjS5UxVJaT~FO1Zpy#U zYy9@V&uj9Jiu@zuzX+1qp@Gq4ihhPu&|` zXw*s`zK`yWb)d5^ody1=EDn_cj{ETZeh>azhxtZPJm|zeZ`}d=lmz;bZh#wYV{f=xsS&V$~7GuzsD*yI*01N*em^lzt}7Ng1^`+{er*P zEB%6<4x#$3-{X}!53sHYkH-phdW|}MtvVjJ?v}tjpO%)?`BTGmeyL3QKT1^ zrzoWxQwfpgtbfcXY(kPFdKECel8bKDWm$VlA}t9s#fGaArk7`yg>)u+xSg7k(M1Ge5o{=GAo!^^1IRAR6%*O z=MGgSl$-kC=SWoB3~CQ0$1zX%mL@@}Jk}m*Pz%jX=s4VUrgJeN=Et15R5I$xu0bQt z?@0j|3DPgm!m@+gtcT(yOshK&k^G`IsnyK`Iwd-{%-uH8_K#O8m`ymD=rhd?>RL46 z{l@%!?LaG|=jxxAEY!_|KM+zNK*Bj558coJsem%I9eKs#ag#M49(^?Ghn}|0Lq@!R zxZnG=MXXq>3fh2lNOfO0i^`k56Z%Hgr)T4bYM0?{f#16`lLxqJ zT}3xlzHfNEMr!stbJhiae;(JT=Ig5R()#Z~TqAJP1-om+tL4jBmi&e~s#67Qmhi{d zl}jLvSiAyfDI3Ku1Cpr~De(9Ll|^jmC7&tbnjBR;K4Vggb|+OmXmvPdMk6z(Dba4J zomy@zR2@_J`->4LP@_${j&&$Fym1RNh}Sg&CvtTY)`w9?ADB|0E!{*h=NvOdN_;*5 zrO(ZJg4+z?m4{J=C z6l`cNfO+P>1^BPQek<@_iu@PizXkZO!G0-OTJiKqcBV`T1T^<{p}kJTK!^lCEK$M- zK!c&;Rt{hBc{zArhyE`wh5M>$8a2wKbfhvr@c#FO?&E)@2Q;>YY}Y!usd^>gQB+Ynr*MV^iW+D!Em>S1Y#mYi71^#}7$zPazY zd@pdD{q@W5vUBjfVICiSSyz7#oQH3{;{EmyFAP-jzW0-teV@Y@CuRHIUk~?rzux`s z`Pet`#o^2EYQf(u9vG{QzV_}N_qE}RgS`Fi&y&8(;fjuT-qgPPH$Mzi2YTN!d3a~B zOGi1RFZ9xGf^9AxHXd57H83%7N`;m%!yE6AzTaq&Jy&r`uE<0{ImtGf1Z zu3mwCyfxY^x{39lpiy2FkEKNqfR2yg%Ta*O{D(eg?k*p3E*gKxG3F{%d_;6`>9M6r zc~ZS!qVU9>BK40AcuFrsd>>pg$7Snt$to>R79AKvlSnxxlO0I(eYwZeln!xEsPt5; z9xOS+ROYIjTkO3q`LEYB;ht(em%~{2@aT`vbsKNddJ+#Ps|b8jx-fkz&(49@+=?Hf z3+4=-e``hzW#Ver$)}{#!7oh?3p6X5ndaJ`!ydpZ2@!pCu zW~>DoD0GqOP~bh_`h(J$ZQwl#?ySddeveqJka$3PDEd$m3e^615&+eyC<&w&ps%H6 zZ-3qoS~Q$7FF^JxcqODs)e2!7fQLvPm7BTmV&losJ{qOChq?3oG^LG{_N_B+zDoRq zTPPPu{ffeKa(;;SrRBB}?Dnr(2k|xU0DZ+{{NQ`VWp5<;tfAyTbRd)`a-ft2VGl9; ztS#mrHJ|c>?KSNIeU*ApKbWEAw*l_GvmLzwlgh5bHnyVDQ_6M@~`c_bkKsJS1i13H0#Z z0iusk{ma?@4*~@B9_NPq{Js7ka(90RnK!B7xgQYDjQst{OLzVZ+AwubhUxfX>JQwD zEdKxo4i$7ShUl&(=$}7vP@TVpHOD$12Zr$tL39td+*~eS!iegNs(W~E$9JnJ`-_GA zE+idzPp^jL?+Be~5r-$-6{i0H!36^?2p9p-j}A6*^hewt4u8Sn7jmYu?)hhg5{B@uzI*6T5ty*pT9gLqt@bKq;7o>c5pnw;BfYo#< z>LA$byVctUm%G`DPES$ez%KHZiM(l7$WL{ved8ogSbWBh%JtT^R_8>ys1#*Me#7=? z>B&WIlLus<^wYXD0+nn5OoKvXu0vtWU2NAiXg>Xhq}O$Z(|;mvG}uM8W)jQ8QNnO! z7pxZd#Nqv<#Vtb0s=jUe1MCZDnS|LAp8$D71MrheXxr&`e+P0er|sd)JXAU-yeB{k zt$;4CDuql(dv@-e3vr&o)?4X(i-6aVwd!_Ds=BVPk!U+vh{4SybeGGqn`1d4?p@Lg zh9RSw+XH!ccEnZ47CFW|>7bUx5P3L!s52pe*@j6qhaJ39gka{d2I^Fw8iEHoF~VC; zw2{Pfy0G(+^*LPs0D~t2od?5|+!{KI!{F9|$dUp8Mp z<_T{vF#gAA$;X^9JV}6Li9Ihi4RZ0Z5ofQ@WV*&;jp09PZgY9~0fp`}F09n=g~J*^vRoSPIchFBdD# zm+4lbZiJq4C(e`xa|PaRUpKZ~fYo59qISXdn!O8ndazI=!mf|ntlVeB$yYG zUc&LbUqiIvae18kKEFcaombG+b}vmg!4D!8Im(!kxt{g%LB#7L(WX*P-s3I~L##pA zfdCS`3Py@^^4Y;m`@GK>87&r|#a_YU02)gMZuxi>((n?n7N&v$s zj+uu^yxD9NNSPAlbNzEI>KbKmGqCCAw;?s{F)c^2)799_We+?10+cQD4`aJ;V61X zZxWwU_DTe}r9&uedzJY?r(wA!2I~c3VY}2^-k8Bif>94D0x&7-NkPE}U)<8j$?_H* zVto5B5`&t>SWJP)AnbR`50W2sC<4qMe(2hC=tqZJb~-8C#fIj26Ye`eqaxM^IshM9 zo5A@odacOq6AY{uUOy+QI(7^LD8O|ifvd@jEgY~I0I>ytDPCsYsD1knfXk4shZLE% zg!af-XOxraJ)haA3U=a72Q`ARCj*c{*rRaJ^O)gl?eeke zb|pm0Mx!40Ajr_TTodXS86&K z0VoVI3L$JVMk479Qs-)8h#(}pIh`qhhgT;+9cHWqObil((;YnfZ!QDsy@&y-`5^ap z$OV=;pgj)PE{BkxS?yDZf@W7Ny6%MyYO<`k4^w@WN5n16KYRlGV3vavWOZ7t-{`Sk zh1zDuX`^J9jk0{;-lHN}cbDkc^OpVI0I!??DOMf*FJG%R{I!?cFvXRFxy;k?b{ zpDEfZGteG#Pj8{Jg6qIIt_nZ~6S&@R>-rxK z@jG8p^W3p(xcN7Hf#=%8UKKc)9%7Uc21L|;m2jLIt^-y6*e^s<99a^_3xN+)Fm^)z zcIM1ju(2V{C)B-{8cByM9)a5vaIefyXK z_QM*?bnSAT=+SKB(C4f6J8~pE(A@JaNX#J}p2x=5KF1Z%F4gF(arqq$3mU6q!gM=} z4Yc(?9v$r?>-rAlGL{dXrsH#RhRAH_G#e*OHy+#ytgXiC@_8oHN0ZdZJehSukAxe; z(T0MR`MrjTc~9V3EE!)muEQg6CGxNu5!)WNMB2mWDdhGoux0oTD}dux zda^hLgUEw?(u2HjC%E5`_G$6~%^~WYsvqnSpoqD*MdPoY-L}Q$ z2PY@C(^1YKR*3_87!E;W@@Oc!CW>71Yqag$%o#(-`4_{vXA$T=d!iOKoSQslrkW+@ zY022%l>9L9KB+;z?#ItpVp_u$cP_^bomQ0mIph=F*S6S7LN^Wx?2wu?Sc43ZIxY2R zoP}^r-B)+WCX^Cj4PVW4sG?o?-=TwR<$E_TmJ{zCvu6VNDD@qYCIRyU=)JrKS>&bY zKS7&4M9SnOe@@#TPD_U8vO;Lxp^V(N`q|1}beNNvXWEY-cc_4+)xpJIi-KA|eP2<2 zjSV@fmp5V5bWP7(Hm3!~$1Z#wpD8cfvC9kXObNDyd!DCiI1C{7c&@K=#-{p@j}H0l ze-2&Sa2Fy-^BQSM)xp&x$SKUYa2M1b)Z=;N^q-oYESw?rSG6i2by9Q!^BOQdvBk@=ZrO#Re9%3+L%;$FN?4Sf zI@Oz!XVwo@2oe(lU`T;@&UEd)ap#PC7tovlA~zATJnKIrYwV^_^k~c2aFxIkyn=&; z-p`lla%wR(9aoC#`(T5$0R)XRGu__dPD^~=<54I&038nRbDQwz;oioMqJI$@j)^{I zqq%x+SHi>B+^S84-XA*TWPo0GT@txm13Ru)bzac@PUugXBAZ)G2w;`8x~g`7Yd{2{ zte06iDjfx@dqDK5GF^a5oW^V!12%r#hDfopafD-yvLUQw2duE)Im=o(g z%dp${JTH@@KOP>*bPLdXpU1#}-cWu!62Suw96Yd^HfiX$W}~umByOpPwbDRI;6Udr zoMH>7VbW~H-A8;Qa^#-Ge3jeDer$QWr96l5W*P_UJ=4S96OU0I(fn~rOb#j_Zi0FC zI8n$p=NO&yO`P(jUTc2CpsE16t^lK9SVtmRDk(;R9`ve}E7%Ibb*E9r>=^QAa~FZ` zl&|2(*iNW>PlvJb!Rarbu7uUYc<<^xVxf2+@ekpOct1?s zEdZSxRoHK<_Fjvmos4^wzjKUzE$F2-89l-F6)U)3VH4Ojf94tJzoM538%^v|@V+|s z5kyU`038pf-thg{-?>C0v~E?-Yp9o4HF!&8PJw-BH%7>MkFvcE60HSnhglT7F}R-p z0LxO{`x4k7Uux4M#SXA5(BY}qHpu#~vajfF1E3#TxKA|`>or1<8Wua84-ehO-S`j= z>d!|OZm~6k4&J~O?BskXynbT#q3}H6>OX2OM>u;b!#6ZvBCy=2&Xj~J$$hAqFG&5; zWcuF0SVhnD*W%w5__xJn7cbM;C~|#m4oT8Kbc74ced(6xJ~gbfb5-!ExE!VKDfkXj z^-r}AKaf4??&N$acNzRCN2Oj?;z`yffPgkuj{76S^&IEheXkQ|2kp6gci9JsE7A79YrcMu5L6${KGwVLUl3d-=i1!9`zJpTMj88B%DecWRD$G7_~ zPF>}tPXTxHomxaae?KOJKI|Ts`0YSI61cIoy)o%cpC|S|ReXKL&rEsvZ75qGmZx3= zfu6YctSPy>)%g12(o}l~ZUMChj+KH>v1RUY#P#-|$DIDZy0N5iE!!1fmi&_*e_j;a zS?YYzuOY$DTzgcZZhl|G5JIa$wZA9J`s-1^I1c34{w~%ndR={M4o=*Wq2M$=M57Ta zIR0z(eF_(GSXava)O=Ud^QB`T>i)eeH9p-j+mjz|xTRge!2SOKwTR!2v?V$pBe{w~ zxYoDk_G|-qAm~R$?+^;ZODmD?&~r;Yf&wq$QpY z_xkU25ldeDU&YNq!nO+7D`2gHpy62Va`&2Hsnh+h!|!@xl9zbD*YCpTB+iFZpA*!h z4l7fc-4Rh63^?}u{#StuUgH_cbT#stzX=J&(&oU%Jhk6Kg_W^eITqEtZEJI?@OMS z?fq5;PZs|G*LjP$tj@yk>(;CQIJbXZ^wg!l#}5t?mgH*22czk4O0yx<{rXm|x;+?s zz#s{|Xb|l|`w9jj{NA#Q-`bHg{BV>dtOvF4O3XRGsiFO6=e1{rcYjb-oPn|4Y8#xr z32Q7J58tI&!1aA?=}Aj-J|FsUDOu1r59#%z;dwFdHI8``?EF?g%(uK%&55%;+)inH z^eJEL(zu7`Ds&f0R-TXUohQ}$q&Ri0qpf}<{nz48-F{^K*XB>%ekA?Z;!oXe9cWG+ zXx4pSsusSF?u|v#fy}=-P(RtA@zAJ@cXu`h>{frszqHml%gyxI5u-@icP`zq2zu~?w9mG)o4#Beo9VM=06iyLFXsAMmI%9aD4v&mgfV`obHOU zgUVlGgN1ny%vPlHgXN|DkM&Eye4pKLNw6OklV>-@gE*da1`o~qpfS{+dIMiW^+ECZ zAF4miTU{^ijaYdekb*^;=HA)onWe09CZ>{Z`kjU+p#cukM`~c|W?^ z>3?*-qso`z@;_9jzK80R&r&_9Ouw7=PH}wy0Q+aj@grDB!P#J=jWndN7}TXp1#cBa z0$fno=|eCuq<{qpk#hGwwE~b8eP0HH5(Z^xNhy2x&_8%f-x7$Hk|(hO03}=n5D%0y z6B0;Vg5h%aJCp_~RR9dC*bXfnKmX55|Ff2 z0D!A;5=%3JNl7R#bpR+LK^BpTRRG~nP!g)Z2362CY2zbf_>9%JM7_v~L6A!X|Xf7i77z&yMhQt$+v9!WjS>)d^ z5CV$S`-)70KClar3e!(TgJq3y0v91p!60mi!X}8>pg5XiDMX1NR=_gK38t1LGJqvW z!b6P&I_O;j1wl}k3AF4~*cRmZG9|GZ(j?I$HWq9d2$ph1Ms`pbAOOS}Wmka#-erm4 z6*47{D0U_!T8vv%EGh#S$rHxt^8iiY-mG|9 zdO>GVmBPhQe$G*u0fC4ddMQ5oqZjF7^bf+R~K#OcL=+$PY0n8PtEA@-0Vlq+Ixg(eo1 zDCY=?7l8<5frO__@}$w$$$gUI8gK0o9LYtiww=Pu10w4(O292ZWB3~eQvnx9iFP8>ngGI7Nx-s; z#Kf^R_|6{2DAb=^D3)rP4W=ebDvT%;giaSA0|uIX9HfH^$ufAtCJp=v;a?Fe=CIk?Szk*UJjfIN<6A;~&ge+^~SRg>i z%3I0_4kKrSr4=JWh*g11&jh1LfX=5Ez?9N^5i*!LZw{d@Dz~B?kTUD(*OY#z*4}16pA!O z!Tacv0-1eP0L|nPqGrmSiVQtQT>-d(s+3tK5(v%2ED1~@fk75kGQ-Bi8l;U=6rX~>ESfn;f5kZ0mO(YPqpzpvsC@mDG(86(z#^H5CX3HlAISgI!#F7n? zM-2k}1(z;FgDj~LbdYHO0KtWk3JRqI8d?T{9x!jM78w|c2{)NiV6z3!5SB*m;f019 z>%o?yJyI^Xx>8>Y64)m-A4-V3(XG)r1dZ2?4Pzo|SSJiavY2~0I!d=-2=V}IQ8@rG zf&-K(@EP2TrN%JMXjUBtLWmoJf@WDQ3sbUe)REy!F^WVNl{XUslOow$#h9Q+2t`UU z1Clqmi(H==6?j_c7`_S;gQGwI@(M73l;h|H+d&Zp4j86<$IoD80Rw_6roF`vjXtKLY`Y>$P5gygkVr; ze!&pXZZHVpBGm-*P5^<;bH)x7c#7?%L(E|~Ak#Su%FohWrNk0_^~#PoStBLZQ58|Z zJOhZ}BZded6N)5Dh~XZ`g#hk?bT29`#S>6{Z=}*A7D6`>$eN8aSZqcsU=_@S4duNl za}K%XxecgV1O@;g4T8l$z)3j1fSyizn5nJ|pz|g--iVpm=F{rZ5f|SJ@oAtmb_r}a zGMtpwfUA-oso`-5NqvHgZ~(39UCKm403d-uK*HD|qI@HY)sT|d|VOo?LT3x`23LKKtB&FCT#s%Ooq$UDP z63U0??fMIYq)3LLTfitdkYy#6w4}L~5K<8&iELCpuyBhoIFiMd2X>+eprX(>1clO+ zkD5Uxgg5~PC4!S8%Y+u8WQEMD2AB_%TN2e96JtWZ8N=AbnY$(=8CpooN!Fw@xvg>+ z@6uCtL>GbyoIp!rWwjb{J>&b*el40Z&XdDEoumN>ic>T~`7y)<@sAMem zv-wUPj$e`Brx=+Th!M=L0ck=!_f3e13;=?$lubZD+(SW9JXAq}U`Oesf^chK+)+pb zs2Bq{9CpAlfSDQDFQ7i5Zr~sF^Os+l8`DKGjxG&*QE?QJH@E_Z6e5|11;HROuntckFKkt0l*=kg zb0m3^4d5=TGy(_=1k|%KBNm08mKf40gDR+HU4}1Vf8zMOxVC2leHcJOG-hyjctVjY9Ezn>B%FiHeOS{ZRQ)msT(kG6wM>Yp)%aDbWbh>z?8)YM|NB0Y?OXCiJ=8 z%nNBCa~shC)?y8^7&(pT_H+UO{jJrys;bZ>#UWlVW!zJ$&?f|u6KE)ZVkqPEsscK2 zj0;R=Lnr_a06=*aI!rNUR1YPg6cEBf%q{>0mqK9@DY%f>lY>c@iq;wEwIQ+)5;EQr zSfyg^7=%!62n=L36Eiy08iT&VJj`|jTz? zBT$@MAf2}tq2gSGNjR4P>k5k~w`qgQIY3K}K?x>|iBR5K1i=6k0Mb@fo4_iWFacU6 zEGah|TFin;IWoWkU0Yq_NCYHl5fY>sI?szv02E7ts=jOOq0$_=Q;3ywY*>N{2PY`o zoWaLcDhU`VW5FnO29iW$0z&}=nko&*Yx0~Zt>u=I$qFJmf;oW%HOAoq%#S{bHZWz^ zP>ZL05D)=TF`$EJ2)V!;3k*!i`~;Q6%$d4EW@7YQB>*Lu0_6o&!2x-g)`zk>Br8N3 zTnLB=i(zmHu@i0*z=jD-q}01GD;9t+U_*dFc?C>{s*KK6h&)#&R#s?ZtHpYgL`Hz6 z+|{n@1*Bk2Gz^kBP73RllE{{&dJH0Y8PaYvRAw-N6T)#}Att0k?3pegnIr^}B)vnt zv;v|4SxCzk0$G7Tg~&t(k_Hv%DGiv;06(9 z20|1w{AhfDfuOX`Vv@j1SOU0}2?>ArrvCu{ E*+wS{KmY&$ literal 0 HcmV?d00001 diff --git a/qdrant-landing/static/docs/piglet.jpg b/qdrant-landing/static/docs/piglet.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6482e766a287eb650f9ff81d57da7bf6079e566 GIT binary patch literal 25788 zcmb5VcR&-{7e5$K1W^zKqzWp%H|bRrkdgqQw;&*3fPnN~p3VpMOE*MED?l&@DW25I#BHEpog+T_8r>YvSYI!oBSO2#=5m|IV%31b2yn>rgTf zKHe?-TLeJ+)}4EIfqU@qZ`~#*czWldAR!UO3$177PXAB}DSXbpOT`RzuKYf-$71n8 z_@zr+&H^jjb8Q_<*Z8W@{YNw+x^F)wRCfS>lK~I+%>VO|AUuLQz+WXK0}E} zIneb>8B!t;9_7FC90VXu+^7O^2M~x! zXi%|ET+owhPL&1LjUi!4=Q5v`mxh-wcV&)JN2}1xiv^XEm59O$(Wyy$&+R1IIk7u7 z1D)HaI#^Da)HvHTlJ(Ja|BA*#mCH0KC*#J|4I2NXG-7XqPvU|2|A2tE0MX(e3HsXr z`2PQrBJ?ZJ0A3xSzkCNS65j?rA`9ma@1C)AL~15>k1MJsNcLSEcfcI)w#SPb?HhPl zcG}02>qVTDOz-4&dqC08(>uOv98CxyIMMxHhFS-(<}bc8AcU79qgvc;TgY6 z^_%#RmX6qjxMg7w+Kx7Bsq675lX%|Hb^YxJMd#9Mhrdi`)TGB9Y}Mq-Xa|pvJM+iA zYnQCWx0y?(y`+p0@lz8DfuOJQ_{6t?f#3#nAEfyN_vZA#w1PkY4*=5qs)+mfOGF@I z+y!6;*j{J0H1XSBe=~fSbWq`;#iQ7u4R%5OPBZmQ^5`KSiD%JcoRedmTZ`Uv{V7976_0BH@Rk>>z`_zBOMj!)lU_M8nQ3#yY%M`6nwHyn!T z8pMf?GAClC>ETplNs{ETkwwN?ZHJ}!kYs3^fAkr*t#Yr!y!Xsl9_IoFI71BscHW(u zN4K2wPO2oWoS1)=0?UqmR8h^K;dIWc=HZ=E@d2B+l&&t?8(=lh>)B?{txXHJy*jc3 z@jzdJ0lfje#0?xz9wcxJBmi^--Ul%B{VhDrdx13gw@nB@>DXiA2 zXw$_*-%X}aJH4^xIc5fxV<+At+HoXsF0|dW&}rf}Zn%-~utV*xt6I((Be+%Xki6Z& z7fJFd<{7iiY+wUcJt@E2TP7U_AAMh%^lkkazNJR6=)l@B-1OWw!;&wzjy|74kXQ2Qj|eIp76Gf213+jTg8^aYAj8S+zxV&YA4;Gb zAl%(y!J5Qm_++533SpByHd?iqE0KFG`kuC@waA>clCBCd6s!t1$gx}`Ytvu7lACcN zIC)MNg8Fy;da9h3 z?RXg~p6a}OFVAWUj+QcC47Ng=>N%32T^DxKufJ5J*;q-ViZR;@@CWU}J7eT%L8_~B4)+J==qzRbWY3GyFYxMlnV#Ce;GROslMbMJIR$@YwX04(3oQEWAAwLsv_u3!DY^9ZGkahcfX z&EpKZ7N$8rZj*&geT#K)Ny_ypcsJ%(q~8$i-6wbGI+etf?#&)Q{UNI;YGoh$5tx@JKqsC8o;=V7mdBGgtEU(rMXa~CX@*@>OG{0htxz(*up`Y%=K<=X0@?0R znzSA2&!8Q*Plg`)?&+_u%XhpP%4uS&oltb>XJD*?q#}s5;q@{%uQnNWSofok{vd#P znxb*PN+3`F`3q3#1BR72L<>t}+FG1(-8HJHzikE~86vQg`?XaqOhm@Qf1HkFYFac? zG%_lmFx{`mB@%pYYicID`D>OVr65~&<^u@OFfuY4`bdTJ;_-Ai`ol`X(q7!Fnl1^w z>HxCwwz12VF}I9@e_ohjBD*%68=)W9(8=S|4q0BYeSKG=jB=`VU=L5%@b>{^8$~)} z$IA9?gWRtYaU-0l<&t_s3l@9nzId5=6n~jE9(UQ;c(J>29VJ}gf*O&Q zcA-P}(wS)FD600HNJewiU(o#lEt~kw6blTYN?E24rR;uuxoq*0gmL?|RPDYs-9zxd zEfb+ZX|%&oNGB>Vc+~-XU3v`Rra4ejreeXzYXRBD| zE=Oos?TTzp`#64PG*fynz0ddVt8Vg>FarB;YV;l@%Vl9JELztWn~~PeQf(olZkq@y=P8(H zifAYg4kk{frqIj>TZ3EYq;p!P4{lP%ecU_iNx9$FWuN~6b!X&kFgW^fxueSvd1&A2 zBqI$@7v(&Ygmkl#Gu|jhhgSpjum_MRf5iRO?ZV$m~M`bnNP z%x}WBkG2@LHqxZbhjSpBg5|86|BV|T*^C&9no4(Lxjk@(w&SD2z ziRW)vYkRY+0AmDSsG}3)@uBSKTKV-TXY0m{cA1eJA^YvQGeZ@z=&HA#M>Cy|2kOz? zaL1UBc|B9XT!KBE+EJpDR=o2=h5^EFOKqQ@XKc^HlYdHxbI5b|>gA}^?ZqM5oecy2 z=|LAxCo(s=ULEa{Px<-tjA5eR&LDV;Yhg7oi#a3b0p~`G(INMKB_>%%-eKhXOUov| zYO~vW2olk`N0|Mtrx=)v-L~4?fNojcFw^Ym;!s$kb3fO1pYVsgf3f|h4JVz;PW&WV zExD3Zzw_^Q_qsLpZ&EK!n8xTPe7O{Kv^LE(eebu-E4tp_mh2?P<)J;qQDj4wexkMP zsWoh3Ie^-)zRoW_CcSOMHtt9gl1=C#u9#1pw+X#$vtnG8pv2eJjC_2a~-9B#ZLVCOM z!_sj5Pf1<32-Eb^)()OtFqvA~)B=&V&7@R2;~OZRvAY zC6{o$#_=k!le)k0_Q&Txb3_gL(tTEBocLIm=2D&9k7VCZ;bCty-OQ&{ePH!`C?T@7(msd`S#9Bdue? zp)ISqj#@(~`!mwli_0L2Cn{gRotap6xH_&u=2|EhM56Z-u2TKM(vNFux|%9t`00|h zcFw1+dm_Dfne>a;RT2JArx@R1W+Xa5CMb(B>;&2dIbMd$-pI|E{<@=mxn7se?Zvo3&*W7 z6}jY>1bwlNIY+<#fK=)4QIPYDrptpEtO-ME9Sr)-N@&$~z!{aK6wA@g|E!hQVrmP) zE-tgGi4rYa=;gRbV>wG&mN^Ss9M0TfxXA*P zFeQHBE8MIR1OCQ;unwZcO(pP^#}~lYhoutsV9XS;iHWg!+UeL`h-`q<$K{?JGlg}% zIbPu@fv6>%RV%AOIiXqC5D#ZnsJJ1FZOu4#^8EwqTX;z)0uLC1=@#zqdJcCNmR;?& zl6(xkG?Ux-1G*?H5aJ;td*jJ(d(eS!(~37^8KOQ~HJIs=6T7^1Gu|axwyHDxs+GdU z?8k)5^gvr$M}>oU$SB8`o|j5WKdr)@k|EeOmI{l7_t}d^JU#0?huV=ox@NO6>sOFp z2a8*hZ1t)u3EWymbTupSQD4!Mc^IdWnyVpUeVO&6C8sZ=TgnvgzG&fflsbbOGzv&} z2|5zXmX(dZflVg^5|;WCjSNx4e7ngN&5YRT4;RU4pCkCeYSxzxC$k!6=mq0crq`jB zuv9xPyTM-G3ZD)`QE5Y|?87;;NAKrsV6-;u`Ozl9|C>}$@ol1P%_juJI029N4}bpw z=9x^M10Mii!n;Db@>1JFdeVvobG^AHaekDRTlL9%@d7hH9IolvHVeG#o1(C^-77*` z31+2ltFi{ZPu5EJE8o`SAg6wre}Zyd$e)vq?XcUG(FwhKa@qPXCu_F0-H@{*c34=V z>$;4vdu#x3Nktpq$X!^p^!m^-7}??0ZqS4V5?yk7TN*O8wBSq;@$JUPkT zoG3AUpvU8rtjx^nG~s+6zjI!(H=a-5%yrPTf}~5*>DTnvaFF&s{mW>^@eCjV3 z{ms+6jMsnC$K=*r|I`X{WEZa5({y4c{=_!rdlN&mljKyQqqr2R@dMUr!8r3_V?k~77D4hQrd~iy?D(DA&+x- zc&T!}ASc=~fRWA^yeG%#q+#FLklVN%HkyDBBKj)-6%;|Ki3gw!fHZ(8J-Lk^_*bZO zpAi586-Y_PV0_EK=i&q|^HNo}NI|>Ek!O)RjT|Ay<0Vs>INq?DBQ2fkK--p_wQi<; zYT33mTkuj7y{_d*{pfQv@uvX84jGnY6IYR~M8{v-k7Dn)jjUoa`VBu1l7V`!+XD6? zciluThxIt$XE{vI5S#7$e>j9@2JEtbl^9|#IB1S@zpFJ=&{+7rIdya;cOczpcq%sY zq33CPN-Ea;vL>@=AWh?~n4&OeMYZwGUXNetsTW%0hs92iFJNJJv$D+jA%nN&eC#T; zbAH+JTk~0~o4HqQGR03V_CV@B7Y=2pTX8BUBa^utx##lc8yVI1pJri?GyGR!WiCD5 z771Ji+#5O6W2vHM_w_iA-Hv+E1bpE>t zujg6KTT>p*=*)3W)6uw%d~jZy13ObT-!GKPjZIVY)VniOiO3GzX5r_;ku~*({=r#` z#$3EgW40tCL3bAypP{y1g+T23SWpx>J!l*to1>vIF(>l&E5&T-M zQ->AG<-Fpwku&!P^yA0Ej$H=C$w=DAKbM)8G1aUnQQ`?1PJID!4PZ4X0{TA)KalKM zAPzL}2>x$f2D(kWXKJLBXTna!fr2ZkaaJg0&c46l^kzUj9zk+s7_l*>$&~LY_7d1Z zPD1OgJlHa)ImT?Ek!s``0`Ufu&qqQABcZcRj$HhY+uaBD=9(cp!BP=maor&6OqZCq znM|!Vt`?4_qVN2~C`ycU`UrmfGbUwPweLFp!)=gL+E?s`Fqg97dTw}Wr)gz`of?xd z_}XtY-Yn?zxBUP+`HlUX(z^81Z{%yB&UhoA8@stXAE8_Zi7Gu@5rj8_ldo4BWt#-dOwZ2x6l|-9?qKis9OH*}%Jf@uN zCu>jYQG7CQa8PSv^U6|k&h*30_LO9-Mfe-ZSmAX&i;59rZVq%1yxT$`B1m7Iqm;M( zb6T0j(`+NO*G`tBr1J9=1$ZyKU%M+tV#Dc~)$fV|bZS>ohuWxSRPqd3e9*#w=tnE| zJi~jps#UbWYYSnO*_camBgNpKVfs1q4`}Qh^(~tE4=52Z6wZ$RfIeO5I^VFfAFIt) zZN;kPp^@fxcbc3>K3oYlMCocQItS=9^X3O}=F=#UMND!i399{$Q*qppIO&o^vXYL1hB4c<A{y*_$daU|G6KgKhGm5)|N~QWk4+!048iqr}uF_Hu zm&bYOr=m5eQQIntS4j`gQ+9Z2+G@e-hRvQr2)#GY&Qyr#tj?81-mbwhB@!jZv;Yg`lqh8siA3Yw4m+4C=ihDpI@$Qbpz%rD=mCPAN3CBgDE^djed(2muOC0p^_O9@s~pOu z_DcAvh}BXfL;U%I<+Vo2h%~aDNx9|Ht)%?ISJ^pv#5GxMWQf#cay?}^mcqId3=!btpe$cFxBa5NqaNFbyKjRd1Tr$g>G5u#9 z%PP-L4(w=UD95DF_raTm2n|wyt$Q?uJtw1!bH;3qf~e)NQjP_FeWu@Ux%w^^MhaDC!9EvcA@hH1n9xlu$^`a%vhTB;hYTsfomZe4#A}FVq zNr_!%u(wH8hlc_w%tL8qjFM4j3MY}3l%#@uc05NMm27dI#-H!l`>`?>Ex^N z3z;;p(wN2iWHZgg%8gYg$fm}~Q1?-^nG~>E?LQtZVsVZXS5;z{NPg_NVFq9O@rNb(rn#Y_llTG`)u{C{l;M8IXMUqv3?W361`}ah6 z?oxhcB=W_$IPmU;*CRjZKW1T#sN;VF|BB18r$nKYpY_4-RpbJlauRo zx0Q*KZ1 zhvP7teIsioND3Mm5K0&Rwur}U3hDKjS)qhZ?DQd0Pg7eqho%~{M|mn|2`0V;-cb zn{j%S)q8K#SF)YdL8(QQks4eFWES_jWWIR#Hndlqqm0vwhcr?tS@sStRP7l1*Unu+ zEO@=99lJl&goW9cmDQM25#`e;a`XrqXsK9QRj$_Nm`)uWzF_q7c$xMpO!r@My!W67 z^yY4LjUInMWxDTYyWSo8xD{!~eLys{EK7R{Pj-LVIp}bs8<@~_CtaTnF?yG3TDm^k zz1&TtTVa|%JSdWB(85kxz2-8Qb_^fySm+V2?&T)$?cV<#$q zkWMJlLAvDLy&U6ebh4PMz*)oRh#MK`DU5UC9@r=Q=Qe=7;6CO-r~~<<~v>H6+|(e|a+IoptMcW0nSW zaowXot(V2f5U~h|9}xlN2M`yIsYG9ip6U?g>2Trc5D^fOD}22Tuos92JRs>!?xyqt z93H^UA!1Y5?uwT*IOJv84WG*~8GenX&oGo#J^X+gf_9n3YrL&a%JjSM;Crz*+2p7( zb2=q0EBD59u4u9&V|#I*pNpS@Le(TfO%~&lvRaWH(igys`Ak)wLpxb^9q@TXbZXGt zi?kY|73R!Bfd7O8RL=L*e0_fX`R0p`Qf57p4{{CiT4vOC0bq zW=ZN}T}saGLAUei#QZ|1YfiVKZj*mtlz6p-<)(<*?yO^otd}r%IA~4j--!|-W*i(3 zvF$EPUtk#QMe$3VGnVR)wVcBrl}>Jc(|?)2}IIjjAk_v(v5(003COqm4Bgc zT}4#9M892^+onq9dFVgpSGcp^;yiESkPyq}oAC|hdLxEuyZJd@zBwDCYB0X*B$>?J zoy*`lB=;Jy&|l2%DgFu~+)tG0pNj{R1#@!8wKrgZno zFXGEP--^Jw+jsl%pJ;;AKS@MzgPg;`BJ-^kB>fpu2uQ@WNd9XVxgCl8n6$0^W>fFX zzwBL~RSDU4*X{}cqszEgQ^s{biLwD$2XR|0NSKw$|8 z5C%;=a@E2Ys!!yJ6%`_G1JDN$F`fd*lh1#6`-yZHWO9ts4D>=(y(`UY@wG7#ehU}^lB~e2U@pO|hyxWI(PdNVaP4w0m z2SUa-#PTjb7-cO#iGsU66@4=K2km1%l7UI{Q1pXC9k|DPA5O2tZ1_0Uc>0n4X0YCI zO;&Jr$gi1UF!mqN$;%C1KG+zHkCqDg2P5b{-9)ea$j5+4^DD3{0FcHJ7vN>e2jchy zun(jSFh}z%B#pltP9J4uc&4*b{ zuCkv4if1gZmU0I#wKHX}=vKTA`SbTnN;RjXX-;b`RGdSfaoj!x{rmM50bU@Rd~|va zA#v?P6he_TMXXB24bhrBuu3(v!Hhz(E`Dyzx-XS?TJv*<-_r74k!N*QFmYVLcuPT3 zhe(>H^C{!z`vXM}fv$;?h1%w4BXt&`2LS zxK<_>%iZn0^BaxC#Tez0@K|sA%;-{dV=knXmUFa(Xe=mMnbx7n>s;7)5H@XV-fli@ zQXBblt!vX8#@$4$mEfCh#nk%TV??yGJ^o@{YwWm0Z+}!1){wT+`@LGCJ1HAuhefPK z2$d=6gn_tjYXT^WD-psaUWkCyIQ|!)39Kn0JREpD`HvS5-f;cR2PiywumvW6-|J80UYDIHeF2nT}(8vERs6eMTPWH=& zBloH2>7$CL;h*ZhF4Lt(cT4ekwizm<&#$xI^->i87g#r0OU|=+h&+gM=8cRN*0AUA z&WPfGw^8!W65BFh#?K!n%gDj?qM8m-_I0PS?eXEgs1FuRb6Lp(#}Efu1OjogU1|F3 ztgh@P)Dl*6rP{_64E3+d5366DAnZQ>aw%lQR4S=tIM`dDl2s!V73Jz}b6qLs9mC=7 zO?8A7gJ^%q$*WErPMEUG?a}Zce&*bbL=#|m1M&qmI!X7C)^TMy(8dozTfQ7W;}6sJ zMxEiu@$s`+4hx6xm$5^$SJ9TO77(6g zK5NQqm=L~9Mhj@Hh1)Nw`%L8lk9dgx4;dwh!H9TqQg%mh7c6;I0OaJ>^>mBW5<9jp z)k;l@8VXv^;)Pqd-G@W+C!~ArdqW4dPFwO#JrwG4p%MA_h@G>C)0<)_r&fG;Z0<6F z*Nrd4`W##2qKohb=!vh~GyhWUK1NnffIz@5<1~fwQAlp%~;kJl2DBN<`J2 zDUE-F%gBw!GigIpD`91?(WI^BTPygo;Lyop-t{_*Wix<&<>1nWQR2(owAl<+Gpc4| z(pI?0%S{B_=W-xfy__V&${_bq1cFR$bWz8csjkTg$9FI4Ga7Az1MR;Lh}vF`Q2$)k z$wGKz(#EZ?2+%L=OdT@9BMN{n(@VuOq@0S%vaIlH;$L3Ib#d9|*D0;NjYo zM4E3vPYMa}184bz5pSGB|B zCJ}wdLRdZm>Rt6`AO7>sV3&qyIan2 zP36no(kv`1FM_zPVr3OsX{A+MWKO=XqUWb){eOjsZM)Q6T;vbbT+1R^Td3E|pSDY` zbCgXj+k~rs`!mvBmUR|Sv!vQjDtVPMjD4ajc&!%3 zhK5StS3)^k(ZjlRJ)N;EZ$k$!>hV2KcPa`@L$&MLrf%w&D`Y;n=wT%fj0;^VCJi=j z;QT2m*xn?HQguJ}H3eafOb)N!A6BLEZzP6+S`K(u(DKteeCSB6(>`@zwt z>jm?juc|?SUGoH=OZ?n>`#PWj>j=^HcUnu;MtfooKAL>1SS*IOf142U_nLL2(dL!g_aiqc+oTCHXb={alw@(3 zusE;0E8%@~ynhIx?`}`tn;7aotHZt;%lzoYE~(vBRw8=H%9`%Aos4D|uj!r5T5o9+xEAzB}vEMLx&69Ngjl6mt#4n^`hT(Kpr|>3TfmD zo_n4PzEbb(?OMey^{mSs9AXxU$x0wW8$DDdZ0j#tSA*L-EfYQ6Ydkuu*`eQKuH$9R zBtt5tNX#@EkyRyfIhX@5#8_-&Vqd6*9&)rWwx=&jx^^W77THr{`p}nBvE!RGkF=+l ziTPO3HPzieM;?UDg1{>lzu9<>tQWgQwP&}#Lp>iSCj4JS4}_-!dPSU#iwlquyaKqPm23!E$C3pSFcjL;6+>~@cQl5JmB_!*7U7R}Qv{t*~ z|JmhSICCLuI#HSC>IV^78!3BGqLz-%~0%id6G%uTV;F^DW`u z6^B4#ujNw_$@*{G%(%NZiKDxO7L5kVxNyn&l7~9p5%D z0o}TD^15|Q&U`0~dskg!1`RHOWNa4ZB}Y?MXO&iGWSND3*?g2=Le3OAe8c*Y)iHj< z-{udf-e|j7siCB+ZX+(a_6V+6iY1RS+1pE=7@1O za?_7*p0VA~hOy0>I$W+iVENd)_fl^B4DkmXP3(4gkZc|&2voXt9Ya-UF_ z;3wzhQq1}%=@AFoeqhpRq!;dJ8@fD=Hq z1CR;B3j`cFz}&>KjZ71yNKDR{f8~O@bP8z6oq7SV74$+rkXE-m<4o##W`3TkPWGVQ z9E=UcpNwdkqdy7gy4Ij(YYwq2Sh?`Z4wWi8iKL&E6&-c#tx}DLdd3$tsXg#-P-^#X z3#Dl1`IWMqMf$_}2_ERL1U|WQ`xAo^i*Ao!Csb<5$*2rA0YPqqMW9Y*$I%=W;gjnv zN9tNe#w-{1y?F1+r}{DRlO4h0wKtS1N%^Qg>Opv{adQ4t1?jagr0Hvtl_Yc-cHBM( zcAT#Nn6|zWZcAu2H6cTQ(4MTYUxqjxo)~Lz&z!8;&6K(r?u24Cr<2j{HOkRpA8Y;m5hMI;)hYwn7`#=-(!W737l? z3yAJsyVJREXBax^T3%THTvqKpxY7!iNsm(|p}jSh%|=}Js>M`aM)1v-5UpLq-iLeZ zaMAhYommmqjB)9L*2{x>bOAV$DnJ`6aiCOYy>vqH-3~Ik&3mq6U4+!W_aLS2^xU$j z5*z(;m7z3Cn+4ULTf2aB3_$<$z#NE#nQh}cp zpM(L0Grt(DPi~*Nwfz*IOG>eWu2icEM0WYE@^kc#*RKI7lP>I#-K*!xfwhw+8#QjG z8Y$CbWqpexTSYJUUQNWo{121rrW+eedcGg6Z?~N!e=DMr1PXRW6O7jTF~82e9{xN( z8qR2mi&0@@z&bgsl%GuelId#@1IA6s{Ixj}{q)n)A?2}VA z=Ng~HI*dl^b5U8=tdB)Pgp5VnlfW+g8f||-YRQgOO#Tf+2 z>}WW49a%1@Lyk6<4)+&JyQTA0;BYAz#DlijnJL8Ge4OW(+(D5fmMpTqlmie@4k zG72v9TI+kw#d{*XWjZ$*MWF$BJO z@VRS7S#>nNNY9qj)zpf|OF_npeTiY+u;vfQx?yvMzGxpjVCu##!<9bI!#Yr`tLDbe zVCl=(O8U$GOZ6faJ1ghYe6l%d#XsOyXsD&-zOGvk*XemNsp2qoXj71CHxmOs7JKx^bKMaT_-3*U}G%5*4D) zG{|FxU4ymw3iLYVy&7&@QuYxr2q9Y0iOTg0*q_pY+s<=-$V)M6#&g3 zb9pu*<<{EvmQ&Y$x-lys#KmKUbieSIR$9n}{3yp}uMN*b^Y8u0e7$|P4r^+8<55G&j0VM5k~aoNR}s4uQ_;#bAX(c9mA1$!SQ@2%EV5LbGxvnI^P zn`)oZoafF8T{>C@b#w*0cu5P1Z+B=Cr+<7g@Is=amA>p*qKcC4Q`&}>-W2x!Ys)MF zFQ2SYKJ)-&R=LKXJu&z}-hpR=IZHY7#Pj^1IqChzX=4>f9$v=523V_ZaY-VL#Mur* zKPT7+%z>S-e>{ukODRu52cET>q21QM_k;@Tu%J!$V)|A5D}HRGB)@%Gz4QtpEm#lt zYxxEL6qjf)R$i5>z=(F9w~0y1t>fer4Ljr!$#zGS??(^P&h)rX`6OAy19hI8gO4%q ztCQP|zHfJjSbbb^BVIh_J=uz_;s%pqL@_msl{Zi%mv#|v)e;7%g1Fx!?WC9ZW64;0 zXLOfFYVP&aXP^`l=Ro4A2jXf0g+QF2@IVC$v;e}r{f{+xKveBnFc~p9u0%ip*!qye z$UI%VziRC+Stdt(GDo$roL*49&KgpEMUM7$vdMkqgU#qVvu&sIAS`m!?;YW{u}34c zoa0sM_G7$Mq*+=pW}lbqA3gu|-YrYF`SB*h%kET`N-u|s!d~u_7n~@@^lz*F;D#01 z!|x8FX?OVix!=|7X4A+Tmx(S$wGJ-G?RPW6JCRL|MUK#&3wH15XH_Q0SG01K;(a&V zmKAHwxsc=BlVo$}YRE=Z^`?0D_25!`xP|ElYQeaHw|TAF8vDwxM$PpJ@t}Bt>IL_1 zqbAzwf?q?ZbW9}_du+}0RJPE4^9JDB&2TB^1v{>ovabE4)!!Y9d5f7|l?y#!-)|m@ zj6NIEgIRi^Ua!@X=GD=B4wTfaqB-lMs@zrs*s4R6jlKEwuym>0zNlY@RJANGCZ};z z8_kPsW2TWfsH1f z`-3cvmFcSw5_vCZiJcZ{WR>*>-;H_OD`ga*a|s~nlusEyM|7A?w45kfl!{bHNTViS zmorkbe*yu{CJt)_}Gx1VaUu{K%}CEjB< zss%N3t-g$r4CP3P)$`>Is77%&c)D#D4v9Odpkw-um!}<@cf=v$$!;!7r8_)b3>q_z zq2_kw)d~kiF;9hha!#A{YK*RNPfuE@aW=W`H?KI^(Wor9*2(B}*QfE> zE=Hr))@Fy@GR(PBdysl_LcJpQJo-n6U(L|l-F0))Nb#n%_cbH2lQS%R)oq@7DYxU4 z1Mep>ZjPwz+%Km~PlNe**Cwa8v?0sWJxd7VvjF|${wBNAeXp07SkNvvnhRb59&^d+ zI_iG8`Khe!8GI<7~mwq}~z-GHAQqy$NGTeg-#bY|t zUjAbV`h4ex>my#QNkIN{%1o|cki9K4%}TZ9Z9>ji{H!WJX9Zj8ByuAvWNKz$cR(UN z-P(7(50|0Fi8ByJ2j&V0oCDf35a*2I1p^aGfRk+CDiC9m=KyXbCd1Vtyt0qjyt3>~ zN=4Alm|}vtTo;$c*s9`8h8<13+BTSWgiZ#P($VO4j*(bD6r6<)K8^@=mv|p@^6) zu?5E257ipT<%(|DZH8(e*%kF>jFf$-hKKSc9vHdsPV1rF59cz6U)HRyXtx&KUYlmg zm+rH&Vh@hWPpt1pv#9B!dfGV0vu6NvC|SYE2?|sj0NBhG6$S$Ri$h?*p}}o! zkp}?;2sqFKY;ysuq_2M=08c*ZL2!?+nKGoV#092Gh9u;@nljWnuRV~^YekcjQump- zr5T<_Pf;_O>?>}orH&S9K!TOZ*2GZQgL;%?xaFkEBIh~3Sdt%8&QVzO+ZtK+gRD43 zYbR{hh2K3N&kpHN5mEZD%fp%1+{)}2pYGqkib`>u6|Q674hUnG#MHq1B(w@k`rJA{ zLL++9oJ~oXmn2RNLnr+S(G|%oup4Ik^IxadR3gL`#u(PY#8k=+mPBzy<*C#&7xU*; z^C^2V;8QREuHV1QC0{8oOwKjxhdIiIJLGGq)Wq!Y%GwYhY@{h3o6?g3lUNPOMYK1C;x@Hyoe2m0tH?ncJ zz|c$hcY(&Eke~0FeA1#NwW=1my+#Yu;XN1R&bhir(D)At)S|<(Lw(1SnODBRZWl%k zwJ#YX)mJjzk4``7@@{IEP}86U;(S!ts#@yao$Bqs+nYGBtYy~=#Yi*-0#FB(gyA9& z0B>=L7Qp)bi+zCm0|Gq+PXBHlcp?v61QEZWq02abdED2jmW#Mwk#C}v&uNvHJ(LfO zJo4VoIc;Wg1b?b1M)pPOuLjJQE0Ijhh=O1cbv038sh0(}#0~rO9<*WK(;vF}w#~Qt z4~Va*w>1Y{74np0sM=r&ENilzl)Nv^kogwcTDhIJZpwIG_Nc|S)bi_zqnr1#2iy9v z^xn!ezm&POl}{8K?EXQ~y!#&zq#l+L*YLjTCT+^Swx~yv^@$a*FgGFp-ocV>z;>^HIDOF!QCe3H^^bQ)0csDgV%qzY#k8$?tYfG6uPt7P> z1)o^6cS+IPm?$S4(_L1UxAwU4m(OKbvgF>*_i}D6M92IAF4X>AD%8uw*CQ;4$i*Qwb8PM7Fp^+w7k3$;9hwx@qMcW z4iiYRJ1N-43?I5(8+f4w=K7jYOCxc50urBg-~@%&o%Hf)gMF)h0hLKLHyRpkocoNl z2NYl{b7Yg9>qNZzu@aE0TF>Hpoi{Xw_n%jcE6N4oB36Jg@CHxkJLqZPf3ad5=tDWQ z@PRdjyXA>c6#raSrQzn3ec@wM?=nQ+-8SH;xv0!c zIch{v=uXkS7p>@|kl0#F)357brAMxspl8LgVwgGm5Oo>d)9OCQNwILK=BvRdkshx{ z`y2K^zuqOGShb88u~NM*)+Ugp$Y#&LqqnT#T02+KS8?w?nkn3R+ZY;LM$I19Lw-WN zqug9{z#QJ2x{HFH^{S!9&nxY`!>vd+GBTW@NkuTZDF>4)S%+^0Gw&xdH|JOUeKsUk zMOEtNo4h?9wZKHBbz?Puas2z;&be=jO}dlpG-TWE(2ol4fNpDyj21sfNA|mk3YkE7 zt6|*tJ)}|~qMUtkZiR0gP|XHoNAFaVSH_)-b=+)qv|+%u#Dw&ESmcij5?OX1bmM-? z9}xMT<)E#RrRI*L;yq1S{i;{HZF{D7lAyXYS}LWvubeiQMUM-5=0bQ@`PJ z2DyFd_Ru=HE=K-i`OD>>e$O`>dG#%9V6P^q*?gSNlk#9UR#O@z0$IPT13 zc3m20ml;CKXpv4tJ=8j<&|oXdd>*-KvBrJb+|G1b_TJFVx!7@TRHtF2U*_<;+4xCY z&hhdV;soq4eS?a2x&-tj?I=d@>b@yLYE0Ox*}AR!u%z-%?V#MK5b$rf|`{YwE2(pc-Rdqp6J9Xm7W|G1x#h%juy8$u5(e z*G?oND)s;B={umB%D%6oKMOjdpok&@j!18VAidc@YUsU;qK0C?&}(8tq>r>n&Cq)h zh;$gGL)o7t?>T3my$_@@g7WVmC;e}*z+7=q z7hy?;ScMa?_WwQxh%QHqIK*FqBbF5qossCUEslg!JvR>U^`h8bqf7_2K>gh+S9NBId(Kn+@K`{n{%uIkKDD1F0%0z}TRXA@+CZ)``hch8gj&q@&;gq6O zZ^B)(V%If(Hop9sd)sL}^W0I)7+h{%O%kL3o)^=&t7Fl|bAZZMoTc{iY2@bN+4SJL zIL@eKQVmUHIrK}$-AjWND@ccVpVFPwy)xL$>~tNp(ol~|mlrZR2NQ4UyOh?}i98{J z9)13(v~$kxr2fIEG$rEQ2WOI|DN8KT|3BGT4(PIa4kjcJQ{Ox%>?WOw)0c=EA%qS0i|h_j`@HYtN%i?=9y za;N%DPD4mZvb8H-T~TGx0b739icq~qzM|5J@eIAJhlx4Uef~{0@y2+3dwgO-cMo%J zLandNdbG*)P>*X%StK@A*V(uJ{Ty+k1K+>xw&#oKP<`Uix^Lma z9QI5gEJgD(-%kkDNTyBTC*7AX?{Ee6Pun(9|JiV=d)wn54BUP(le#=80R$2{zxygFK;l)fybhP5o{;f)r2+U2)Zc>?>o5d|9xm(Qg1sgGla21ava#N0_xKVUMVZuV; zppBkQryuol(H1!ovvzp!txR;%ILFp}xzEC7Fb#b}C`CzfBYfafZ1;!|E+{nEPRY#r zjq~wQ&d5l5ypE4{y5G(X&O0xU7HWYYgzHZbajYR<6 zmW53~ASW%zie^5~r1NW$?B<`KdCFZ&8iw~f7@;^xMB_abuY*$jwnSwRQnGv%zuH$4 zxYM&ZKQk8^o;_P?Dv-`}N*&M;SzlAfZl(K7@K|`bTEyo`JIQY)ZVk0F5~}K!o_GC( zgeL?p++Pg2yXt2}z2n2D(H&M==+J3SjL?%Om?i{z^7K!K*eUXRs>VS_Ifsi1-v-SZ z9WXRQkCB}2+`1}sOS_<2^T`t_3RIQfh1jD%8dqc)if{Fo_~Dsr-ZXa_FV|coI`N5` z?$S~BY-cG>#%v}^!1>5fJ;tnE;amjWv9hwXaB?I@Og@hs6jVF^>~a8)_oz?#jOxN( zw3;2|afUisum;Z?w{0cAw25ZEI#g8`r06|b4bku4h@*#&2VoT{b4+(?CeLT|hRtKa zLIinbb7}X0Sw$bvh-p3R)cJ#1XI1z)G;cq>C8lK!tDxIxja+y#ee^`K16sl?;Cp0&oUAn@k znHEdRPS`97NSL?t?&e5rK;qr`iv%QA>r|!W&JAjEFZ6DW2qXIk*Jalzc)*u;v@@+Z z-ef+P_ImI2DtEKtP1o}@?Ohs8S*tt~fQ)^K#7N0n}x zq4^;V{6nqto;QmypjEq`@<!lji>UY_tcF8X5L6hvC_k4L9gT+mH z?IOSBaW#~?3W+c;FEHZdt@hkPn=__W3kbBkYu+yf^IZKDI7o2M(>8mqPoaz7vHm}r z7oG7Y!9xz>sWmhWTjN;zZXdKN#PgUoTMBr}Pr*>(M^$a>%1r*KAIX}Cy8bK4bPa@& zqZ_TJDRJf20Copvu=z)SLo?^FGACo3BDRu**27-<0_SsDsME~m!z@l>R?(+Z!>mTi zY(k#)nGiO0w%f{sDnw`tKN4?lZ_n6&>f@fBi?eu@p`#dLFl`6uz&n@+wfKJV=O{@5 zuGPe~dE4s(g-EgFF{PxGjDtthv{X5d!74kQ_Nagzw6vzT0yJuVIA7r#GxU`&x7)VP zaI4HqgI5w)&~TX9`OYXOKQ+UL-dBZJOmz3!b91=1mLhVQI(;g8*PlB5jTAtemryR~ zH~P8~3P-MzzT`N@f?O&%0oI#Gacizpe!wDw1EaHw7a*bj7gB`$0nky1F&il9A7OR) z;ktH_gXLO5F7BZ66T(mGZcZ9j4z)4KL<|?w;UQGSj+a~T! zQUf_NM=&07Q?DE2vpOhy#EZMuK(J3()m6kthh_}yIA#%$F=SNrMyO1M75Z)B%nA~B z|6xe$%c6V8{C#&6U>3IRjMfIXUNCP6?7NY(FW|Lo5xG^&$k}enn4ExrctbAmrkkyQ;pl0aCLz+kZRHrv7O9ftG#=@X zWhWVDH)5bPTA+r1tVkTU>nn|6jhPQ*w(naL8V)sa26DK5mFdi83ES3$MAk%hT0_5ujm-sOd zyt85<)_4V|a$2Iter;%Qsm2nr1?N{1mI-4^llKWb=UPOb4h$&8_pS59l+hwf)E?f^ z%ZX0UbVQs{nBL%jIy@NYZ9}+CJ*m$WmO4*YbNF(hs)!%ftCwvdI^tyNGhfY}M^M_< zNc*z%sLSamL}Y0?Z(s)@46`el6%&-xjflaz-@`>vzD`YN^_JRH=ogv1F%1MLl{oDphtx3pdJuCyIbdN5RRY5?mk(ZxCiaq)7O{n8w=*irUNL#IAy4W~ zceT*ZFkb$caTtATHBL?ttzn=*`%qx$reqyxksj!NCaLqVpIj^=As(NjR*P3yIJw@* ztL^l9+n|o|IHS#I1#_Ye-Y0XO)ErF_LphfkX9TeWn&8u7WFO)Ulbz>m$%tz=k#hIa zHw{H}I6lfYRDp@r&XIYIdbv~FxxpWzF_k()GPoB=*a@$R4RmtQ{em2}(JYcWJUmys z+hVCQTjqbRd*=5ai(TE=>}vAJure~2iEuvv*uWfMGuhwL+-B-9C&7j&!tXuV*PMsW z$>MhIppK-`M40K$M$k3rp%o)mt{Zn~ycUZ|Ma82?^D(*8-RTqC?Lv&$l*NZ}{(d?J z{TfA@yYvPW?9yKRCRqZnIq4d@w*7czGDs(_>Z)Tn9`AX1qIqgHtoS=A(be*Gftj>v z)YJk|8HQ`XU9YbmAJ7oUYmsZ~>X_^BbkH9o$5r+Ba}^CF!SpyWYL&If4->^IK`4cQ zgc<(nzA}PXUj=;1|24galq}PZNU|xfDw8a0Z6ti{+E&?@c;7IJ5Ev`pYLWdiw=(i> zX3;^WX(>p;@Dj9)SMRS3!s|Rko%3(_uX>FdCgXV~cV>S)X*$%e0%?Tvh@{FEvCTnK zc*8kK+QV%XJ2zTuVwxP98V~ArkECTh{H3-VWDv^rj|8iDVlh!Y^B~bgT=sL;)42x9 zmgfI1Lvej-(p8t;(~DYcKsx|A{!3WE!p$xm`70Z|!3ogxcPxSlMD!lyE|f3GO*cQm z@L|DX<;c7ZLw|?Z+<(me`KOAz?`m*Yj5Eco3XG)1mSh);b82>a!^L1S>`f^xSFIG6 zYp@;#+--cjZ{61RTk?1#eG0sF+cI?IUYo|{z+s**6KZkffGMGTBGqTEYj;Pk;54QB zVaQye)tg+3NuN+UENAi`FBN16r)&V6Vf3+Meq0rXuhY~05Y)3_m@VUgg5epXo+b-~ zJoU}P4{|d+H%B-A=*00xB|m*CaTBYgH{t+aZjBMu`~hU%K(G4~GMPZAt7aqxv{Lx{ znNfF{D*{wqwVt1lQO$j6fdzYLixN1DlGS)!`IC1qHJgSr&BC`*m=p{h4Wl|;_zCgg zhaO^TW0~wiOg7Z-SEE1CyP>~DKK_f@#Cl6mN2!i8!4OAQ75YX z^Rfx+?GdCpd4;*xJ5-l+MPDX9J?}UkQ#|gjWET=cj2YNOlr-v~yXqZK=%KO+?hkQm z!z&8D2N;VSXPpdFZ#VD0fmiVE9C)jn?n79)fq>bP760mkO`6ValAPPfD6)}a@sGSu z+HdaS9L5FOSBoSiKTRZNY7C{}4=|ct9&|&DH4glgs(PtRMVf>586Z0N-!*_FL3B|! zi%pkLUjG$Po`9SHt|*BEL>9)UUx`ApAlJD-xCs<#5U}WuJyvfRby4HIYlba>JEptc z$+caGcMJxyR$s?m|A$>l=+*-N$YE0RdirQ?j=+yNL)uCHP>Xro&eO1ixNWe_wB3lfq6j52@zF3twh?%q$gE;v{0cFfKuL$6ZD^ z^p!m?m8Z#-fmkHXuwHVzUY9ubs?UG>k7oU%_IvI6%K`!iYn>GV$XI`^^^fp2N-_39 zcOJP%tgoh6=$(c+)wSYAvn|wnk&$VzP)$xZl6pRJo%h;%B3->@;cMhEkPsgQi-UE> z=GJyv$CKV5t{?mvOHrQ@b*F_; z<{N5_u+8R!h{AYU?{0K5Z>I_@gnwN)ur1)jBPzpo3Fq>GE-z4x6ig?o+~P{=&48ZG z2@W=2Omw90>F(Oehx$jQ9h9m!(lu}SBDpq|QKsq!ttO4)BU2+7cUwbcqr||EE1xuO z56K#7+|SmO`Q~s*esRvypW?a^IK^%}?B<0#T_b2VIitI+O-SB?!*svU@27mXXW=7lh`)SaHrIdG+-sYhIVJk%t z*u)=Rtm=k8TRh~KP1=$di1&6T9V$_1tzT4NBfUKE6+T>xQ=mRv{B?EM^jSc%y!hv6y2%Gn`N(gqHx2HfPT(tbdtI+d%fu2RV zuz5R4JZTcCj<7O0v-W-=yj-XY7!a5d@DT631ZK+SFt-4gf1F{N5sbnYkZTb0;~=E@ zo9#FNpg}1QfY3()2cuohipxBEZp6$;N_~XCpIE(f-3WueYLZpraczWzyKEt*o_xV8 zT6kJ5tJ31zT#(aJ$*&+n9r}igK3l+pkT~4;_cM)(sk#8fv=FRL+U3mtG=ex5R+EZH~-`Dk23=qq!wk?6cy6 z@6CmII!@{8A#Bp3gPMEJNxYY@eM=pv)3m#o@0eHnY`t_+iu^=5P|Qg7kojTR8*|q z;+`B9&Ev1rOSkISwZYBS??GdFLe=lJsxelopJo1D>Ch*gTe13Cv3preiB8Q8WLnrB zDq$Ki|7--{Cn!%G_f>3*@{6d0MLaT-?wBiGOrq0M;!d=zhxDRaO_>~-gV7rhv#g`B z{BHZB4f<}KUU|vo8cg{8wULR`y%L_Aq}GSn%}wEfIVYI;+WJVz;wJS8?VE=ZJ?`5~nYAo*o6F$?efmIB2Q$ClBQvADx?yn)n^xVc-!fqpIIbOGv21lP34 zoiCYw%LO8}H4V<}K(rOII-W47`UfVx=@#RQgL0)Ols_+ z-23fP+aZ0|In>*+r-BU?S^A9voW^CQq~WS`h9bKEMrADuR`jl-tB8Ag!iRBUzhjr# zUpA)r=hgca14Xve+nv)~D|(4khAtE))O+!AQ~r;^1O9i^`xT2<7$GOQC3+k_9N29K z*bmK^4X^WBw@cZZi>x+f=b{tFe7|o#SsnA}`SSpCNnpFpna;PqP~gJj_dLGn7ELeK zupz!vxgdSf>DBHZ%2e)N)oM5qA&Xd@h;4WxALvLmexb#(-LC=QEdX)--?(@N?^K*G=l&NlyJ zL%Uf16SDY_9)ldM37xd=Gnd9pS<4gh9k+g z8wmz2o_&KgNUwq$J|k*mDao+OX+lEyGqtqWi&Qn4xT<)nAdIM8NNqLFSV)HJl*Q2h z?E%Ae^q6s0JebQb8yz_<#(I9%aRz$s{S6U)0j6;04fy{Cg`8jxEK@>E#eu{@_oS%% z60#7cRmMyW?_efNIODo@dwd!x3lnqCZ`f9SvUZn$IIIbMS!NeZK+&+No!_IHLq$Yg z69;XQhb#5vAotovYfL%Qn$fg)}e zOS0 zLBCV?arXuZE2V`?#O~^Yl+)T-k+>PLw8_<~vEWKdV(#CAoz&H&M$*uY1|65fP8aQ}3Qx8J4+Q#p-0(~Yyh>?Y;jX8W zqT!~L6iF!VY~sVXSIVDn(p}20fzuzNCHB`#tw`|5|N06rlm7-V;eTEt66~=5a}xm7 zId-%VI9=X*5qaO`pE*B>71XO|n_J;hGv>c}WbVb5R?`oQ>*8-faQyc@@L8