From e0a6daebf2646b0612b13e12979a2bb7164c54b8 Mon Sep 17 00:00:00 2001 From: root Date: Mon, 27 Feb 2023 09:57:53 +0000 Subject: [PATCH 1/2] add triton --- .../triton_gpu/Dockerfile/Dockerfile.server | 17 + funasr/runtime/triton_gpu/client/client.py | 191 +++++++++++ .../triton_gpu/client/speech_client.py | 142 ++++++++ .../triton_gpu/client/test_wavs/long.wav | Bin 0 -> 256044 bytes .../triton_gpu/client/test_wavs/mid.wav | Bin 0 -> 159788 bytes funasr/runtime/triton_gpu/client/utils.py | 60 ++++ .../encoder/1/.gitkeep | 0 .../encoder/config.pbtxt | 61 ++++ .../feature_extractor/1/model.py | 315 ++++++++++++++++++ .../feature_extractor/config.pbtxt | 77 +++++ .../feature_extractor/config.yaml | 30 ++ .../infer_pipeline/1/.gitkeep | 0 .../infer_pipeline/config.pbtxt | 99 ++++++ .../scoring/1/model.py | 150 +++++++++ .../scoring/config.pbtxt | 67 ++++ .../scoring/token_list.pkl | Bin 0 -> 51686 bytes 16 files changed, 1209 insertions(+) create mode 100644 funasr/runtime/triton_gpu/Dockerfile/Dockerfile.server create mode 100644 funasr/runtime/triton_gpu/client/client.py create mode 100644 funasr/runtime/triton_gpu/client/speech_client.py create mode 100644 funasr/runtime/triton_gpu/client/test_wavs/long.wav create mode 100644 funasr/runtime/triton_gpu/client/test_wavs/mid.wav create mode 100644 funasr/runtime/triton_gpu/client/utils.py create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/encoder/1/.gitkeep create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/encoder/config.pbtxt create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/1/model.py create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/config.pbtxt create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/config.yaml create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/infer_pipeline/1/.gitkeep create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/infer_pipeline/config.pbtxt create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/1/model.py create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/config.pbtxt create mode 100644 funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/token_list.pkl diff --git a/funasr/runtime/triton_gpu/Dockerfile/Dockerfile.server b/funasr/runtime/triton_gpu/Dockerfile/Dockerfile.server new file mode 100644 index 000000000..459195cae --- /dev/null +++ b/funasr/runtime/triton_gpu/Dockerfile/Dockerfile.server @@ -0,0 +1,17 @@ +FROM nvcr.io/nvidia/tritonserver:23.01-py3 +# https://docs.nvidia.com/deeplearning/frameworks/support-matrix/index.html +# Please choose previous tritonserver:xx.xx if you encounter cuda driver mismatch issue + +LABEL maintainer="NVIDIA" +LABEL repository="tritonserver" + +RUN apt-get update && apt-get -y install \ + python3-dev \ + cmake \ + libsndfile1 + +RUN pip3 install kaldifeat pyyaml + +# Dependency for client +RUN pip3 install soundfile grpcio-tools tritonclient pyyaml +WORKDIR /workspace diff --git a/funasr/runtime/triton_gpu/client/client.py b/funasr/runtime/triton_gpu/client/client.py new file mode 100644 index 000000000..6cdbe9204 --- /dev/null +++ b/funasr/runtime/triton_gpu/client/client.py @@ -0,0 +1,191 @@ +# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import multiprocessing +from multiprocessing import Pool + +import argparse +import os +import tritonclient.grpc as grpcclient +from utils import cal_cer +from speech_client import * +import numpy as np + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument( + "-v", + "--verbose", + action="store_true", + required=False, + default=False, + help="Enable verbose output", + ) + parser.add_argument( + "-u", + "--url", + type=str, + required=False, + default="localhost:10086", + help="Inference server URL. Default is " "localhost:8001.", + ) + parser.add_argument( + "--model_name", + required=False, + default="attention_rescoring", + choices=["attention_rescoring", "streaming_wenet", "infer_pipeline"], + help="the model to send request to", + ) + parser.add_argument( + "--wavscp", + type=str, + required=False, + default=None, + help="audio_id \t wav_path", + ) + parser.add_argument( + "--trans", + type=str, + required=False, + default=None, + help="audio_id \t text", + ) + parser.add_argument( + "--data_dir", + type=str, + required=False, + default=None, + help="path prefix for wav_path in wavscp/audio_file", + ) + parser.add_argument( + "--audio_file", + type=str, + required=False, + default=None, + help="single wav file path", + ) + # below arguments are for streaming + # Please check onnx_config.yaml and train.yaml + parser.add_argument("--streaming", action="store_true", required=False) + parser.add_argument( + "--sample_rate", + type=int, + required=False, + default=16000, + help="sample rate used in training", + ) + parser.add_argument( + "--frame_length_ms", + type=int, + required=False, + default=25, + help="frame length", + ) + parser.add_argument( + "--frame_shift_ms", + type=int, + required=False, + default=10, + help="frame shift length", + ) + parser.add_argument( + "--chunk_size", + type=int, + required=False, + default=16, + help="chunk size default is 16", + ) + parser.add_argument( + "--context", + type=int, + required=False, + default=7, + help="subsampling context", + ) + parser.add_argument( + "--subsampling", + type=int, + required=False, + default=4, + help="subsampling rate", + ) + + FLAGS = parser.parse_args() + print(FLAGS) + + # load data + filenames = [] + transcripts = [] + if FLAGS.audio_file is not None: + path = FLAGS.audio_file + if FLAGS.data_dir: + path = os.path.join(FLAGS.data_dir, path) + if os.path.exists(path): + filenames = [path] + elif FLAGS.wavscp is not None: + audio_data = {} + with open(FLAGS.wavscp, "r", encoding="utf-8") as f: + for line in f: + aid, path = line.strip().split("\t") + if FLAGS.data_dir: + path = os.path.join(FLAGS.data_dir, path) + audio_data[aid] = {"path": path} + with open(FLAGS.trans, "r", encoding="utf-8") as f: + for line in f: + aid, text = line.strip().split("\t") + audio_data[aid]["text"] = text + for key, value in audio_data.items(): + filenames.append(value["path"]) + transcripts.append(value["text"]) + + num_workers = multiprocessing.cpu_count() // 2 + + if FLAGS.streaming: + speech_client_cls = StreamingSpeechClient + else: + speech_client_cls = OfflineSpeechClient + + def single_job(client_files): + with grpcclient.InferenceServerClient( + url=FLAGS.url, verbose=FLAGS.verbose + ) as triton_client: + protocol_client = grpcclient + speech_client = speech_client_cls( + triton_client, FLAGS.model_name, protocol_client, FLAGS + ) + idx, audio_files = client_files + predictions = [] + for li in audio_files: + result = speech_client.recognize(li, idx) + print("Recognized {}:{}".format(li, result[0])) + predictions += result + return predictions + + # start to do inference + # Group requests in batches + predictions = [] + tasks = [] + splits = np.array_split(filenames, num_workers) + + for idx, per_split in enumerate(splits): + cur_files = per_split.tolist() + tasks.append((idx, cur_files)) + + with Pool(processes=num_workers) as pool: + predictions = pool.map(single_job, tasks) + + predictions = [item for sublist in predictions for item in sublist] + if transcripts: + cer = cal_cer(predictions, transcripts) + print("CER is: {}".format(cer)) diff --git a/funasr/runtime/triton_gpu/client/speech_client.py b/funasr/runtime/triton_gpu/client/speech_client.py new file mode 100644 index 000000000..1bafbe246 --- /dev/null +++ b/funasr/runtime/triton_gpu/client/speech_client.py @@ -0,0 +1,142 @@ +# Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from tritonclient.utils import np_to_triton_dtype +import numpy as np +import math +import soundfile as sf + + +class OfflineSpeechClient(object): + def __init__(self, triton_client, model_name, protocol_client, args): + self.triton_client = triton_client + self.protocol_client = protocol_client + self.model_name = model_name + + def recognize(self, wav_file, idx=0): + waveform, sample_rate = sf.read(wav_file) + samples = np.array([waveform], dtype=np.float32) + lengths = np.array([[len(waveform)]], dtype=np.int32) + # better pad waveform to nearest length here + # target_seconds = math.cel(len(waveform) / sample_rate) + # target_samples = np.zeros([1, target_seconds * sample_rate]) + # target_samples[0][0: len(waveform)] = waveform + # samples = target_samples + sequence_id = 10086 + idx + result = "" + inputs = [ + self.protocol_client.InferInput( + "WAV", samples.shape, np_to_triton_dtype(samples.dtype) + ), + self.protocol_client.InferInput( + "WAV_LENS", lengths.shape, np_to_triton_dtype(lengths.dtype) + ), + ] + inputs[0].set_data_from_numpy(samples) + inputs[1].set_data_from_numpy(lengths) + outputs = [self.protocol_client.InferRequestedOutput("TRANSCRIPTS")] + response = self.triton_client.infer( + self.model_name, + inputs, + request_id=str(sequence_id), + outputs=outputs, + ) + result = response.as_numpy("TRANSCRIPTS")[0].decode("utf-8") + return [result] + + +class StreamingSpeechClient(object): + def __init__(self, triton_client, model_name, protocol_client, args): + self.triton_client = triton_client + self.protocol_client = protocol_client + self.model_name = model_name + chunk_size = args.chunk_size + subsampling = args.subsampling + context = args.context + frame_shift_ms = args.frame_shift_ms + frame_length_ms = args.frame_length_ms + # for the first chunk + # we need additional frames to generate + # the exact first chunk length frames + # since the subsampling will look ahead several frames + first_chunk_length = (chunk_size - 1) * subsampling + context + add_frames = math.ceil( + (frame_length_ms - frame_shift_ms) / frame_shift_ms + ) + first_chunk_ms = (first_chunk_length + add_frames) * frame_shift_ms + other_chunk_ms = chunk_size * subsampling * frame_shift_ms + self.first_chunk_in_secs = first_chunk_ms / 1000 + self.other_chunk_in_secs = other_chunk_ms / 1000 + + def recognize(self, wav_file, idx=0): + waveform, sample_rate = sf.read(wav_file) + wav_segs = [] + i = 0 + while i < len(waveform): + if i == 0: + stride = int(self.first_chunk_in_secs * sample_rate) + wav_segs.append(waveform[i : i + stride]) + else: + stride = int(self.other_chunk_in_secs * sample_rate) + wav_segs.append(waveform[i : i + stride]) + i += len(wav_segs[-1]) + + sequence_id = idx + 10086 + # simulate streaming + for idx, seg in enumerate(wav_segs): + chunk_len = len(seg) + if idx == 0: + chunk_samples = int(self.first_chunk_in_secs * sample_rate) + expect_input = np.zeros((1, chunk_samples), dtype=np.float32) + else: + chunk_samples = int(self.other_chunk_in_secs * sample_rate) + expect_input = np.zeros((1, chunk_samples), dtype=np.float32) + + expect_input[0][0:chunk_len] = seg + input0_data = expect_input + input1_data = np.array([[chunk_len]], dtype=np.int32) + + inputs = [ + self.protocol_client.InferInput( + "WAV", + input0_data.shape, + np_to_triton_dtype(input0_data.dtype), + ), + self.protocol_client.InferInput( + "WAV_LENS", + input1_data.shape, + np_to_triton_dtype(input1_data.dtype), + ), + ] + + inputs[0].set_data_from_numpy(input0_data) + inputs[1].set_data_from_numpy(input1_data) + + outputs = [self.protocol_client.InferRequestedOutput("TRANSCRIPTS")] + end = False + if idx == len(wav_segs) - 1: + end = True + + response = self.triton_client.infer( + self.model_name, + inputs, + outputs=outputs, + sequence_id=sequence_id, + sequence_start=idx == 0, + sequence_end=end, + ) + idx += 1 + result = response.as_numpy("TRANSCRIPTS")[0].decode("utf-8") + print("Get response from {}th chunk: {}".format(idx, result)) + return [result] diff --git a/funasr/runtime/triton_gpu/client/test_wavs/long.wav b/funasr/runtime/triton_gpu/client/test_wavs/long.wav new file mode 100644 index 0000000000000000000000000000000000000000..d2430cacb54b8b27f4bb1dbc3e2e40f89232002b GIT binary patch literal 256044 zcma&O3A|0!`#-+NGoL#T<|z^tB@~JX(Tq@0k_JsuDN>|CrD)Jd0|`-7GBk-0iIg$3 z%=5kOaL(ED-oN+z?C<&C>(l4^`u?5Qxo7XS*Iw&+p7jjx=UJmf^}Dx#})6Q>LYgV~$Y$E^}QagQ_{$=0DGj zQzf6OUjO@5=KajueoyjPy@fMWzxR7pwPYw{yDuZZ$Ju;j+Wg<@@BDB5&YrhwK91nu zW!nC?)%E9MuS`$B#s7OY4OLJ6Tf6`Me?B?;o_)@4;h6uPnSHAIRz0t}`u{V^*>m}C z@b7=qP>y`|nvydApZ_d#$KNVCs<)nf?d#qD-LpC;)vx_|s=r@FUuHF{KRtW)%$+~t z+5IwYRjpN58JV%q+0<0;^Y3STdUlTt1)1Nfr)Q5__58oBOLaQ_+jG8MedOx>Gb8)I zlpg<8wf^Td?|s_*zr4@%@t$Gu-c|p6 z3jC3LI;y|pzg0z_|DHeo*<)nx&hA?^R@GIeXBD?qE&smC=wucBnUShy@@>LzXKU4y ze~*`W``=Hhw`6){eyg5k{C@Q({3R0=zn}i+=)BL2oB2I^jLeGF1D&|H<*${AJ$C{AOnH@2m6m z-?*&ayE>iKMHm`uulP~$kiPig)5F@dzERMjOXW zc?t9qFi#9mL+BF}G|=OusY-Y37}3UzLofod90S@zK-clMmKX%(R?IYmN}XUp392h+j%g1O)|< z4y8mnb0tWtndTxpJyQ}RXw67u1Wyk zN?bdh0{Ls8UjYRY#tWby?__YJ9_o~5g{2J5{P5&7`|cr zIg zX}zWW(2_&=awTGTN5PwNS`yS21yU;nJvO*5@lIj{3nOsG0Om76HMJsuwV`E~K`JKJ zfwI)_?69{7QemG8?;ps4mJ!2K75z(bO&y^f=Afk%BRFW`n#j-z(jUMYWnrEqMm>XZ zqmV%k=!=4;#*j!2p;lTFb#YyU>w0LGvp4dJGf19>$DG?-=MLS0`|P(mRg7C21*JpoSJpNl;=zydQ)nq%cAj)-Dce zveKU%j2KDJ5d|k@(2jhp0PVR1?~}G7*aBB5n(mbg4(P=cv`|(qW-`;-LwTE^Nkl&n zRFp$vDkKz!+-VcESp{R!8&D4_LA#DNa^`>s`Y;u}b0FE%xH}GxOg!fdj4|}jT&X0y zLXJSsk%h71(29KU=7DYzywK0k_Gk%}>E5M~Whv%!(-QOWzJ}{8jG?4?aY2QOaq3~c zbm-w3&>F#*)Dj1MlNd>X961xUIuGlXL?3FQ2+2rjrTwe84r4{h2{j-OI(!Cm%g~uT z+!umV`X4Jjric-P=)q{iwRg~$tGXL&ngq2RH3CV~&z9kyajg;``p+}CrgtLW68g}S zPpiCJll4&U=(xV^p4uJw{A7#!bYFZ9z zS`sJFn;eHg(J`zqJt||Zzp89c;7xjT`VTA3MOdf}3Tk7NFn(z-jGwegFRf8o;7`T~ zhL?jLq>O%@evu*2!%Wmg>JjOtXQF*FrWnwaW1#ymzVz-czVugGS^^%fXeHDl z%J(1i=3AU0h_Q(*7_YcO0>-1BYF-UUllo1cmJLlIjVX*00#yp+N{<#mdrio-FfC<2 z-ql2l1TCd!^3tm>Kwk8zalGe3#`Gcdc#I(QAVF9|GHok5sHSf+(=;5w4AiG1-a&A{ zm8bQ~u;DYHPfWje8WdH)Z_#fa!>1B{fSS(OSn@xk`SRvFjQz!+l@?`zz8EMXKT&X) zhbILXlRTPUE;y?Xk3~<-Sezp?z`D_LeR&hF)Ww?exeY3bf^zVjy2|)sfgi2|u>-lF z?5W?3;|~5Zik||tHrg1CPrw2gqbtF~-`;^VhY7Uq#P<~VFd%^hyaD|M@ly(81R!@( zNGs*vC?rpW#VA3)T!ePwwIa02ppMa#@sqkn3`a|$X656}qV&781~aWQ^zdSOT^Qx5 zPsC=Gpv8b(PlBf;`l@)Jh?dxb5t-gw!!@9$_w`FNfKeyH*Eh)3~dj0=J;t|R?}g($%|#rJ&tW57b_|EO`)JaQhy zY{W&hBzhBi;B3sMKz2kcamauejtGHX*2hT1D)bp#*+5!yK0YA6E5~}2zz5JfiLiWn zRUsYGl8_Pa>08wFdXO$ko3Y5pYV`aPW~3J-cOLrtn8~*aMsY@4T0|&KXB77yIH%2W zE(NW`Km0HzFrE?zQ04}nW@Ap`+X(s#&_Bj+t|iw%gr?JOh$KUJk9tGvW7MS8WkaeS z#?;VbD2)ZP_A{;pnZ)GSKz)>+i`OrC9 z4SfvfQ`3^zafz8NjKXL~8W>M06EPHRAOvqLqwm98yto7(HAp*G6HyzB%>Qwh)-y@ zMr(c%P9)lKe zRw55-4KoPhKI$g(gGhSi_hZf@&@T%zBLXLWiom{3K^_izAI2}yEhB#sD53n$U~VGT z7-U84nGb(Yzf4RxU=|XAG)3Lb-V-ZCV!_ud_SaD(ruAqvwp=CwE zmv6Jw2;wSw134}GBq$}0CeCIgU_>DX;yQ-$UIp4D$c$M&^A8Q&RKV+VwH44D!<@8m zMoPv-@<+t(VeRO}th6*sFfZ{7_14eZDZwac2x5d7+V~#xMCPlNposB<6@XlP522Mh zMPESw$K0LXj(&l;ALBFinp#aOWoDX$mJn|iKpNC#5l<;0qU2mWWedF+eL1B={6jlY z(^6;rNP%zqA8KY0Z_pk!a6x-32el=*J_8+(fyd06&>CY{E3OG~2mKE9lfIZymq?GE zmGudFGZ9(JL9Bp@Yu78pThy&c+PBc&nCnpnjP#8B#5?4kXpp#+8c(UG@OC!j;nQV; zJ3oHZ!mRn=iTOlM`Z|ig5%dg#H^yBDt4t3TNYlocM}0Yskw_8oA$6W{k;uV>yy=ao z9c*QPVn9kV2+0xWPxrZ4Q-3wirFPKfM|j^CxS1%8tpwB5+%-IL?xHh5=Qc5ns&a+kx4Pv zI*dE=#!3q*g#cCHUnkGrIZyiP0?t zn=FA19Re<3M#~(GD@t0pDhc%U;|BdpCB`SOoQ-u2`bOq;Inan~eB+QJC1-$N>RU~; zP>;!tpC$V>IC@3OhO{x-5DybI(5nVuGkM^Pv~g|?baOpy&`r2Nr0cs+Vavs`UJxvj}8N&7hZ|Y$ypIsSpK}!h%jif*vAfWms?*yI`2hjIYl>GG?0tj2_ZcUW^_m5SCz8z+Kf<*hcJ z_!xzVo2Z!iH$52rAtNj+zO=Jr;Lin@9FI|k9*6On{APPYZKwnq zqmQKLW;|k+>m%`E%+E}e`b5bTKuQ8y=uOHXdHPxU5?`k&9U>Q2pNSTz(L_$fi>%2p z{~2V6c9V?o*VH|n{+7va3_>HlT`bjNjd}c&q z6lJA>^$XfLZISDcg>@!2<*E^JGmCB^D5Yh|oF(QnX-X|Ke~{1-vS=tn3W zGqdVQS+gd_87NDx9!6Kmns=6(O zW}u@kW@kLl#`4=|W=5PN zcZ4EyN9sx_&K&RSxPuD=pLo(nLO3N23)n(HluFR8X2LJ7?JUi z5~EM!J{0n$D>23L-m zY(98n9jg}Bu`peKXMX5c9r#PDqa83p)AlV$l@Wv(n30GGfar;KO%3E;0xgeL#&MZ- z5dl#GwC^NnVXcbUVkxd!$#cOyE500qI~QtN<5{6g!D<*^XxXetnwXc|OTr20>wc{J zam>gnDf4gY4R@Xnq8C?yafMpM3_buKK&(RqMB12%FqR~+=5=sa50+FHS2aL&Hm+&& z{$9=rj9{l%omi|MRw0Gll=%a#H;Fm+r|oSWIJdmL(1PQjklDB_9E2WP*w{vD?xt~`p4Yie8?aR^AJU{ipKq;(_UlPh+m~A2I2}PV0nyU z+%KX9l%zSOP5CjM89ie*Ij+Q7mx32w(Yw(K8$j#mzbMW9X$hZ%d>Jc!lv4)T6hX?w zi>E*bV+ivWdJ|TI={JcBxy#1&$OqL9G=ctunNM;0j{H$)h&brUvp@$a^egAoIp04s zvt{*bAL!v88hi6S?oQOeGkVAbz&wqW zUal*Di8h#b5$}+C#vbBa>Usg%a`7P&Vf?bw9G$>3W_SeN54TcDq!uVek5cFg@?o^YV&W6hNQJultP zm1f?+$^kJMt6W61F^s~hGk3N5Z-06nIG+vaGOE#&G=d(J6J{nBd;#$(y)%&lD<(yl zGY{)4fiuQsf8Wl6xN{^PwcUXb( zb8*)48D&}RqsFl+MEhp;&ULK>4Xg>speG9}tw3(vhv4}TVrimn?j8_@vU)@0%&JTo zW|v`&^fI(n?qhRw?m!WvWJ^-)GX z(n*VAEi4S(34=#!fM4(P(KoX@K4%?^F@V-d6i@BrUMuk`V;VJpH5>XYMkrRSh{=hS z1R#i$@HE7T%*a{$qn{wUAg!sicF?Ao$FfdD+vZAhKRt#!#sOABi7x47Sy`dA*GTte zWrjIC<>Y78jLFP0^Fe6E(%;>0$jUGuMalmiFdn zmU-ZZ7Uok*oKXk&Harz8vnRn5(E@WK){KY|$u~cT;PVe*URpZ6FQYthSSddAene)h z1Tw;NU$YMMrx-kPFWs*U^VAT%F7X?yE(Y|0a-w(kD@6M+64AN8%TS5gxz4QF^JJT! zlQZLFjvfHVd01Oomjk_FRz|PM42MyWwIJfAB0T4+bFGMMShonL*OWOV_tt15^q!2Q zM4*gfMC6QPJVil#Kpe}Rml~LhQG&d(AFFi!X(f(996{@*_a~BM1of-cYZsIZV*+*A_P8@Z#NnR?qgBy@D$vtZOef_QQmJe5OE zTz#S-){*EZ>973#Y}OlUU^bq*BdTEqh^HUu#h7z3p9!ZmL4b}kuOX6UJ&AeMQH;(i z39&D2{WKycPc0lrPvS^MAR-m688J8WSXS#Sa1aBst_3UOPA@HqHHr$zfJldxA_r?i z-J&1jj%ESgXDip0d1(qV@lRMNpp`gpXj9CE*`IjQulVJn2Wv1nKp4z9nxdU_Gm{`TCPt%e*2akRuB?2p*3JD^ za?9M8btUe7oC1f8U4EpbJyJusrUBR^`64PNvY@^3`~&?2_um=QSW_nMW_CkNL0ndn z9*cgO-ksipXD?XIJ&6y0X-|w8)b(TFg!PmZxZxa(^jxO`JY&_d0Bc)})+k!&Y3f4W z4KROwaLVXK9Kl?XI?DQtjOfSxFrHxAm*$PxEd3y>3B)|qhX7{a`3!nQ`X{a$cMxe& z^d5}h^o1tuoRw|rJ@2@$N{y@wDf1*Q>pMJWQx0xe|Da!F7D|l8wWDt(BIB%F6Yi^U zFPpgQAl@bAtR4jrxfm16VWq| zrTx?sTBGe!P{nhilq7d(7dduKE*!H52*9F<9+Mhz5~FcPfXK|>m!?c|z!yC!_ujZ~#5|6b zVdC|A;EMSOF_?ljYBN14u~Y*3Q4c&?ppdBNH26G%@#+1taVOwi#su!F@Qh6mw6Ma; zXu!Q+FP;7U4ZagzBaB~!=*8#fg7REwH043`XnE&A$C^U#vLF{9nFtsmhC5movt_@A zcLX*_8T*lvJ$dSv-h!u@N^y4tlp9`CQ0Sj)*qP3yShsYMF|j_u+?rUJ+5SoB66?P_ z_e3kDM>qj_`BfdpB3il)`c6W+JV(en4^MqM&`V~N#10zdQ-VB|*3Q}v{Vj6WOG6UB*xPW7-0-8)a63NX&g>)y*7%0n!7Bj1*9GN|9sJXH7MLmk+y*Q|`(fU~ zj*%opp%dQukTl0;HG)x=@qk{x0HZJyCnDH``G3Qz=#X?VGe-ZAUe|rF#suWfipWlk_%|q`7bgZ{X3zgtf!TFAWF){c zj(82=yA|vzh>$xa);ukHdUO#zB&?t;Yyju1U<5HQc{+nNJ&E>Ru(JwS!eMVM)*%2c z7$dR~?G5OE7{2UW%+M0;tfFbq8KP*)gjq!+jNS~btOq&J1rxFj3;%#4(sLO!@M2KJ z*v*VA0necdtH9Gq*a%~DLtzhAhS51L>_ZDrd+&j75V4Yn5HBh)+CJ3c=p9^0v;pQx zfKq1tM6b*ej)Q+0w76K!2&BjpXgt|NYME6M8JzNd!<-uIk};z(d>1i6Kp=xIzqzmx-r@ z&xPLL{#S2`_oX-9d)wROeFrM3PsNa1Ii7svz2uGY-t!hgmknsEkHgn{e|kS6ZmxlZ zO2IGbW`6GL;&y1-9z5k4($=7FAmo0fa1nTK0h??Cjc5tUv;qCxtLM&F3*7VMDf6^F z&>zO^RgiB9^lGoS1ALWZjrL)sIp!&R@*$&U&=(ojh;{d1G$M5m zzO*G);XHh5VxHExCf3>sNl{-8rL}Y;W;=kErFerCHfENE=vNz@p98-cghW^uwcvf) zLME*-7wem>QgOGAwWAu4!JpnT?`Llz)@Qvp6QeEiwt5TT#fV%POX-!GrET^~;X>hd z;Z#Oc3rC?hyK=_ZqmTywUpyqfEj$le|&hWN(Bw)O*N#!}|dGG1FU& zm0jU|h_znmv-n|JvqLVX5$~utC^{k1L!Kb_hp><O zT-p1}{o4K0-RW+1x4V`2oN{Ac$_;ysye8-~A5pu5@Q$!uC>C3bPl;p1pTsTVE-_cS zP`XrVBejzP()Z$%;!$A;{E_Spb~iY;I~(l<_D}Y2cEsu7%ypvfJ?`)B#okTc>)vv2 z6(swVFhw{noG(5r{ve(sJtTcD^^_lzzmr|LmJ(Br%fsbkQe8uMggKsf54#(@UxjJnP>k17nXbI8$m$Vg zjWSc|s~nWCk!MNE#Rb9@USoHSU2e6s4w(ndi>(T4v3=Uv>V5+qt0%1Rf?hB8Ij6+_ z+Ma87a!Q>PM*UvU#r@Lb@*dfibCpg?d*xMSnG#mps28X!6vvji*&n~wgcYbyEdjrMs(g$)qrJnMhvR;X+ zhm~8^#pT`PfIux}uXwlD z$Nt?|s87*qXsz@jW3f5a?(aV19e}PpCChqG49o-roKs8+76?u{jA$jyip#bT&G@-vCmh^i$m6@fU7EHwN-8^5pmozbn;+QkxYNCd;Ze4_&)T1xPwOL6JCmW* zEm{-f8|!L!kIVs28a*wW+#7wF7HH4@X{%_KTetdnM8;)KeWO&2}rz z2lVl&+mjuVMXBGk-;C?*Y}kkA?st0I=bO#+hN*hVrpdBo3q5HDxwFYqa(irPs&Gx zE>2gYS?ce^Q;7kI<4IM&(@faUc#{RlRQSRD(th6@ulLce)gIHkn5XRvgacA-bzoq4 z;C=OG7u_OU(DPb1$4YbwixCe9QiTgy!)l5eNZ)ys?q zb~pE2p@-N`3=6Z|=WN5Mp+A>emHI}z)!1MSbsb@|)K2+AapfNJDQTi)i{FaVrSIj7 z)jNWBhlfS)j6E8g7|jaLRWFe0c=ucL^_R7l+8}MB-o~6^ZFQD-E8$(Id5*K!`q}8I z?MXhIoSnK}f7+br?DvXcFPAG#l%Dcr__c-NLGc#p0r_&ZUvO^tXtZa1e*CA{*vN#y zE~&(8V7vM!T7PY#_JkfZYg?{;%-xIV+1Bgnw6QuHKc~Jd>L=g1#Rhai!JsK_gn6M;9vyP|K$cf{+)TSs>Wcgu@~_na%uuKIo2<=XSwR{bjT zHS0F#W%r1i@9wk(tB3KOb}%_Oc|)qE-rKy{=_A}JU7{4LOO!S85$Ou4hLjK|O5^3a zYU|*jupXTnzbNZi{E67E&@pADIM&@|R%(Bz)~52c6Pl|(Xm+u`bZ&9`y2G76tU|Ms zeqE|Za&EGRcDwO_J>T0Vj+X1I_0$U$4V$iih{wh2rAy?t>V?5R;lHBu;`6dbX1yLC z9O)P6Cq0N_&UF2D?LexVHdQ;SKW0oaE3NPB@9c5*N04_1y@OViIwv(kn+>aa-rFj+ zkS|tpl(*!|q~FBl;x_SP>38{gbzX2{cu@4^_;pz=v)aeYBAtV!QkF2pdDG~P(o9+E z4sE>N%9v@GX54OJUt+&xO*gvgqqTcr^Eq0caffx6dyzO-S}1o={*?cc?w2}B&7}_V zBITh#%h0)z{n2OQKV~h@3T3?(s~H}wgv410-=*3GT3B0~dS9EQoBD6YJyyg{Sy}c( z^FI9rZDguOyLcTc1TXi`=nc>cctqP59X`&f?tJ(M)pRt;`d}V&Q`Kc z#JWVTQ-2puxb^KT^)0EtQ_rLxOTDW-q)pI@jFhp*Xl&ZXGOc^6X6o|f=;SOdV7_BN zDh!ivS9U9d)H{@J@~?7NX!~|`QBVtA8u>H2EcSN1bJmG?etb#v{a_2}4)0Irb)$Ex zd+NpH^u&;4ekznI)NH-E@u?x2TlARrTpT;H#sYdmM_#u6<@v$Y#^ z*SN}=>}?VA)vp3?s&A<8saeX`@1u-^iT;Zw4Mx zA5!zwlq{;V0%~Y$=#ogi=*Q7f(X3cyv`+MoNQ3D3h!a>O7P?Q_tMw-mrz$?GI9^^+ z9!-3a?3FqVsYi@}u}|NqRiq@nv(ec4$n7k?D@{}CW9*NV+mwrxLZy*bXi(DQJM1PN5 z7JWGSd~{{#Z8_#0wC^+KB#es6iUFYi&BSSVl2)l&+UKcV$%|7?s*W~Ce*}8?yZe{W zR~ibuvJgxLlZ&TX^YKOiKpMbUuj5d#+h>VLgjtq%ZA`*Qc`z-oRaE`Rbwao#k zLlsVW`-<}`R#%>vd?>N1vR)#R7*Tn+vR$$~^`3r<`MI^ye%meg?h;SJcgxD7N&|S9 z7J&t!^CGJwnTCqSLtK_MT)nC-y;P~*#NR8MH zv6YBG9Z`ts8d)D58Gk(cyqrI>|BAN^JJOp@#JpKMl+==oQuR|x;&9o_k`1RyPQ6_6 z#hJ+!dh&byb@NU0XXB7@p>>IKmG^>}D?hDR>h8b|u>QG`ZLtfocEp>-b7J$O)1%ME z9?nW;_s^M<9nb0=?HjyKin+b4H;qg654CNnwTb7--z}9-w>r7xTe;Lcol>NKcM;fkppnPlKdqnHv@Ey^P@vE}R<5$L4M{kWzk2$f0@q6Q^qOU|o z1|{_od4zPM*k5?V&9R{^iGF3%O17O6Pxmf;uq;(^cd~D)ck1!f{?rm}3-DI1JKXz8 zC=_26gVOg>P^qVW8e9;%E;=K+H$EvoHfuwCO=L*y?eMyAR(M*tZRpuhBoq%$R7WbV z_^17e@nfQ(a&Gxc<@?GPmtR|XL1J9xuaz%X?yQuPTeb0KH>;C#t^2*(++7b`UBf#l zTp?@lHFd*vBW+_NVyWoC$VZVj;h~{-gYm#y!J8wq!#Uv|!Tqq5Ny2q*+&|~z%%M`^&jbi!2H15N`pZA;G}@8W~&X<2ZVOw8sS{Tq4r{)xCBUHpS{xl z%lySSU(As6SbANO{@%o6eWGgw+CULLWQ28x* zO<-H7LEyv4>5vm_5o#DL3^fUM39nbr4L+~lr_@nz_QnXGxVheXr>R}rF_L4921ak| zGi_AzO+A?$q&2MwW3y?NHdY^L_H*8F-m)e8M(-u(0qG`bth^#nGjML``cThsPUO|# z{m~KO8^TK?r^6@1`$8pwo$6HiQsqbK0&zC5tLH2-U$>jt+s#*v&8eGGiNv+ZACess z`6*GGtlge`#$06dHJUjmjqhyRxn3G0zvbK$d|p`@8W?IF=^XAJemPbaif7#!8WpJ< z?gs08Qk|&Ag#F^%@*iFUX}Y(<7VK=Zjq^vcp4PyqQL#PMQQMrlBN!vQyFVWhVEsQd2z4fb+?bK5z zs9l1i#IwV$QvUgig zxi8x%l2ek?^jxbf)g`e@>#o0S_D)@&nys}-_0zwySGiw!ml-#@t(ArHmVhK0;)B7t zkoQ7$ikb+Nhvo$n;mZO}uwLMA^=)X>xZqfMojL`z#8#qa_Ot_5H+bGkV~=$jh_p#^ zx=~@YH0Bzu6D_QySqz=}+U|m?2tt!*iM`d=76pcsz7S9ujnvEuj%XDKI>E zP+lJxqQF-MeiH7J?-16DPdV>egUv^+rry=seto6B-(GFBGL{*CrJgZ9w=S_drM}Zo z+PZXu`LH<2yIt6&=D1yyyX}>-pk2){2l>RamMU|01+VSn%rd42Gi;AMfY0>gy; z>V4j4LKl0IHQ3v2l{pKIg#Dd4-uTq2Fk4s;nHy4H7>leoOwAhN+$BHkUE$V|qxLqj zyIa#0)R%=Xg_or|p|GMTm&r?|3zbI#i>N>au5v|Tpfg37;I5Is0-F9xzEi$a zS>`Sh4~yLb&6EmYvW-$BwT*DXDwV!=-jzNRkGQwUf7)@(u){lGd}PmbB38<|&fJap zUKBec5*?P0m`&vVZg*r%58J!t(ZX9;yVr$$wYB%Q*k8WGyC$&8{a$RY{48Y23++Qr zUvIED9cW;f^s&2BcAcm!hV z+HObtPGm1z#2JV@k4jU8JY~PT->s$mqrN8GDRh-i$uE0l!dT@MY=5_r#|w+3o4guI z4-xAiw)6%|-#HVVcHUllfq9v`&iKabXw9`pdOMu;f~gDkKIbm+1-H5Ruy91aPZ%rB z7H0|5uqpAVcO=+AY%g4*OqMI9heTT$F784k%Yw}6DX2($`SNAri?-|}r9N)CKHpw# z-eDCxUpkW!XDXbQ&MNyFv%V!;Eu@+D3>SOB!cBqs!kefN->P(0J@G|#o|vWVQXdF3 zmkx>-s_m4i@{})k3y)qxe25*R|}uS{G-NbCVggcIf5UfQi_byVH$f z+Ag!y+b15gM>w0T=HgQ1fV;@`^8YTMv*(m(PXd8*PTm{J?5gM?wq^5A>QBjO9f zb<#7+tCH@x!X$eDGTXnMPS#smE3cb*i&2QW#Zd2Pu_~R$_8BK>-zoG{^Tlyqo;y@osn!a9B%N{Z zR~iP723spj<#Ezd_5RQ`>NiSQ94^*XRe80$!M@B}C1KCZ+J@YJlYNtQu@$xw)}78` zYo_@C(Bq%Z821-9-&$ZkEqPhKQ zWu*GJJX07c^btql|0z=9e&Y0WpLI0*FK4~e$I^_^PCfG@>jra!S;xM?Y;G^Ku5d$M zuGb0sA1lSLk>_?0?{%M)4g_=5ZKwkLrF<85wBL$8H9&#LWCv%fYMn@^bCP*q%Ky>1_~dRZ@fv!$lOqs}6?qx6{ckWdS`{0Gu6 z@(%%7*)8P&xzAAFKn?K^rHg!#_@(!rxKmu=Z5LAR3vOHYYvD`x3^cT!Gu^%1?r(o+ zZL2-0VG*2jyh9FNGt&~X3l~MAo%5M2x z>8P|5doC|}Pr6s5(tMY~HKoPH)Gw|FC-4_3e#zQ+KYj)fpz- zi2ashsOGK}o)pFlGocAjqlS_rkCU%dN@P{(f?RTq6qPTL4toLdFJYYUtf0GpVb89u z2g;qlo%@{&oqy~PtV``h&StljQ{Ud~G;yc8N%ypKBWl+NfL{8DQDM3l5|@Z?Nh75K zxt)@bcPV!(s=QK4NcYHBh@HfDP|F^QO6Tj|)zFASZz?Lmz3lI-1=eTyero+-U+;`} z>Uu9YH#=M0dfbbEo<&ei?k+tkb(H7Jx5%pcMc}(YhrlAWZ6HtGEq9a0NQ!i=aGST? zDYdV%@33Y2pfSiCrT5ow)80vq(-ghX_}1u)D6QG6JV~r4t`S}FurykIIPi(uDX=o| zF1Chiguf5>jpRfxkKPvvhL!~T1w|YiyHq^adE0EI*H8YQ7+%q_{O9st%N{6uro2_< z(&Sf0Ppg)5jr)MtR=iGHC@qmUD!0k6%2z0@)MtaevGw$GaCx{<^p|+2tex>i@vYI} zkwjPy50JmMhZ)6s7wxOcXDeD%^ebOlv9t1#%0Y=ow6VssW*zIeG2HycYG+;V=)mE% zgiV4g-XqUZzE>J5wF4`H?ZY2M{)+C5z8twD(mj@)bxYQTSuaQX1&f7I_HrlBxxiSR z{1MfwOOkUEIf-$J^R>s#Z_NfqCtcOvLXe+pyk)kv95Z2F=8P9Um(G`0h|fu%E2Y7~ z(Z10c;Q=8xyebyWxhr={&fVE_;}sEA+3S5JZWX?<bs$W*lW@G;jcomaHrVuEGh5C zygoTov#y9;9{3PzGFe{Xx#mW_7Z8t?oRd5!RjSoBFE$sYE=|@>-jqtBnmbdghw8$u z#vjH3Akv9Ke{Zt;fY?mwjP1?7p&@|@>RUlAdQtYzIXklF;-GA0^egpRv7X#bS>~Bm z!gy4V>CfpQeXX`z|H!(>I;5{my^h<)9Uht3ozUj^rd8-^RGFDo6?cY|FcU&aUL zJe?iOo{-f$Qd8Y0tP#7(L1CHQ*Lp->pHxz-6YG;9bC2E7?uP2$yQm{vtRK+7HL}eq z<}54j%J!2Ck$<9NVxPy~h}Vub3_d5UbH)iD z3YR-|?Kg})$+ARN@=)>}eYQ0aUZjutmoWnS6I-mQ)?w>Ur^4Bf-JY@Dt+4kcf+{_w zysZun6sT>b2I4Z|1My0wd#EOA6z!vZB3r{>sy(qkDac!-h|tOT(fA1dzmNW)ewlft zbG{ID_gUH2c&mZk!+OGQ4{z1WzR^BzFLvH>Z^5U#Fh>4Cy+tjRhl_jNkG-%oO9_T9 zizFiFBF7jN&JT8#ZxnaP1C_UhA1&P&Y1Gv3HF}z#n*UhC9ml!KI%(!xi;d3a!`4vy zbIUM$m<_Eu&MD`pv&5+-d@0?cHVr(gJS8<0n}{o=`;;Mp?9impJCS7M&FF_wHF8Gn zB(GE}lmX%jd#w4mIl_3*TwtuykLpdWuGTuERIiO1PCM-${at;m{(=6yaf$V~Ex13s zuL=#|Q(jTOR}ZKslsBJWL_Mj2o9+@1S9qkeA9sMfuduTfLY=$U9#8q}HbE)1! zzY1FU7V0YpG(*44*rq*(Do#kdRsTpoU*Dm9XLPe`ddtMgkoB8FTxz1eAN(UQ7Eynu zvH?dr9}RvMni*;s+7`Mgyg&SDWKwuj@Qm`c)Jb~E>uasn^NmX5CgYH1rtVCw)}F`S z(ii4D{YvdrYEEja=ICe433f;K1}}vD{@=Zugc5PKT&c_m914CMSf@tSF6t0Aj5}#yDfQ zVHsVl^R4C9KXzBQD|Un55syflmCpnHg2MyfVs|V@HIz<>`)Aa8fvM_z)m8>$@9bh^ z#!Hn0@}H6=E)<4&#oku;G3N%Fb)_a%?h)Z`735_YxFX1HJTe^^`ZJaqs%;L z*8mp*sYp5|%>&8^DvgzS$~CH{G*{ZnA*G!f4wMAe21?b%N`GaA@(rq2la)4znS_7P$5uZkQmF`1cccDz^ zCp{}Qk%vf6$&&ggYGEtXl==XqhZqw0QJtvd$(y8yIn(V&EXUgCeCa)o{m|XgLFr0q zqWrBgRedPX7M$!=7s6^H>W!Fnqk4@xMfp$;$j@Nc=2Hp(J*K-4d!%nVjhtSNj9ljv z^NjJj(GI$NxlwF%fQI~o&x2+|`xU2;+Xg$_>x8J(Sbj-)SzV+qQ&*~gsFiBZz}VpJ z!4ZKI>KWxrWt?)8GEu%rx=q~cZHMJ9!#?iS&R}Pq{i_)_n;Jch)yA8~Z1cF;*X)K^ zbCF%s>FN}^i`3NBd^Gku~0I4ZEyq{)DVE+iquFW&LW^v!AdBI9IsWV>NmTI|WHB z5tfRtOY7yf$~8bDnmj`}q|C(HoW{PdDc4nMVpmp?zY;63+dbG5ydLgar`XwU7uZ)@ zS6V+?N9~?Ymh+39#6E3bYo3+k)ORD^KkmnF8@HY-dG826igTm`(mHX7xL;f%?Uo(P zfgL#IPNkKyPacUK>qn*YrFX?Ig*xJR@qqBA_qIFC>Enp*b?!j-9%s4}cEYG)J#N*q zU$h%Jxz5M-6{szJVNY_8fscbYbMP$ACtNH}6$eODqz{1zpO%Z|7IFh+fU;QGgIRV- zPfPXXtb7@(axQiD+K;COd@GcSG6PsX9>p^LcR7ajG_m}&Fi*vBoe4TPY$wU44Ve9}7k!Fas#Gp{% z^#Ych=1p_wIEpjc)~wBD6LXBY*SyHuV6_52E$#R0Rd&o>;6CN1u+OM@g<>;lp9H$4 zQBqsTMN!UIUsC0O6lkgbj#|ra@@3%aeQASOATIQpd0Eh@h`Zc*+J4a-Z$4$-XZAJ= ztp}}P)=5jUueX1(hS*D;d);I1Aa9efN7y1P5W7e-r5VyVX_xf6yjJ-@{REYeLiJwd zQmk`hNNOKWBs?efMK0OG>)^iV%y3?CCfUW-7v>W4PU{AHf*rSS##*1SuCUK>8UQ&j zcdzzVdo{(CVq?h^^FjL>=_mPq_=_BMgc4Hvqq_H+yce`TC9M%x;zZXR?{l1uxZKTk zzQE~$Hr5zxy0yl-#$I8+<1};HJ8@`K2e+AbD|+54Tq7=*YRf02!O~UId+;0sl}Sn? zh44KGXQK{Cb48D$pEIjoT9OMRqCu&PEvd*Jo8s5#8R zIgH8nachOW5LMN+)~)tnyQjU!o&tP z#ahyH@^#X6(w}lUcAMU?O zxCQnw^N5}2G=@#R?`?8bNAc$3j7fiYkJv%_LcCM%AScBB;yy`~ieNn{`7!CVG!ipj z1ikMrwH7-`b)@b%QI{pmckZya!_F_Z-m%}d?=b6|gRJ(}Q0sE|&u{F@o!0KJuI)Ay zh6x+QPsDpM<`MCTSW~(hHLTmEkUSTW<7Z(y*7XtT0=d7m66ajb#eVoK?+JXaKvwvG z_lWzm)54LQZ8$^niFeek?SA6E;|{?&g$kVHT_CiB=Y321Q(P_H1g~^H=9n%O%cJFN z={@X!^TcsX*e!Gu9~Wxk%uAAOrjW|Jd8oBEM%yP)hgRW1(_@9ci z#1+U_UlhI(#^RLW&CtvdIN|m?xZDqoy;$h(y^j-BVXqeO%}V6KPYJDrJnwtAfv0-4 z(X$+9rpDm(*bJe)I7fUzJT4p)jtD8Co3H?qoPaY_ALCR?eenXEjQSR*xt_p%KF+Hy zg=apE(}_pDg~BXhGEQ`P-eWjh#s3cc56p9=aHsf+*i3AJ5#PhPyk3xA1*EhYXUeYg zK5=KG-tZ^RrSZR`+vWY@-R8B&iLKj(N#cFtqv8(n7|t1W5IzyV5HA+*K_qwx5$am6 zskZ>`UGs4TlRN)hxFMG;++zWgEIKMc<-Ij_DSJZAy3?n*fd7GQ(7!M7KIjte6Y%ddb}D@85$Vc^E~@`uWAh)QqDKT3nddvQ|lN$(=>dz@rBA7>9|9(Tex$C>c15DTThL<_ok2wrZU$QEEln5u!9(1N+K43X_71vTyyo66WOGg3tDT_T z9NzL__jPAEa=Up>z-i)qY7e(VcA@=~Q{=T5-Vpl&k?t3}imP$PipULZ$N~Hodw_Hi{zHpwk%8V(-XF#57>_1R*S>e6mh7o7_ zTT{&t(Bc78wf}S$;ml)qtmmE3k0NBp3Gltzxxiwo)Y;hvOIK0;7Vn&aJd~c z9?-g_{z+x_LT2Dx%o)2=IT+oj`F8;$os)rf(pQg$<~R3mG>pzHF~)(N-wCr0w1dL z#SKQU^8P1pI(*fEM-D!Jv{&hU`pwdpk=5D#bCcPhN4}94xrI1$d7s-!9ufksANl zd#>2`#-RlzIp*NNw4BvNeQGQ(sElovbt_L>o1Ct{;_gx}%sQvgt}(D?^P;)Axv_15 zdz8!N`Qilk5wp3mNbi|^u;Q)Clc{&@MoQzb8|{|0I_`yH!sg14kAJiOo85bNxqG)B zX;OjzGja6Gf*)#pP~0J}S2*Q;tV@YCm8IG{?uUWS*%J%L)aYBIY2n74H=^GLu2yc8 zFBG4*hZ?SNsWBKuHFn94hgQZ?S&MR>&PoJ}od?Uh9(iH!L%Zhfnz!%mC2L*I7kQ)dCdX$ell0`N%MaeT=e?Z|?5=&VR!M*Jbl~Qk zTMDl&EXaK>JVnShUaTBgu|2uex>=eSRq+y* z#4}|(D!OPZ-18z6a_be`Tr{Zg^Q`S~Lh;5qU*t&HjiPr4H>-~Xwuf$x-H`KZ_IJUEbdPwUIk>#CtYzXE zqmH^Ddwl+kqEL-z^O^_4#$6}l|6H?k(2jF<_deL{%qpi&q-*}#qWAN+#E#3Y%tZO8 zC3@-RM6rFN@=x^M>{oL_IgMhU1jnlntDgs-i-vL<=BI4_);aj;_7@*VH)^!BYiwZdE!yfJS`v0OMLOAd^(`c(`sd9q|q z#Wb^#vMe?#_uIT4xnpBj1+J3L2xp{`!CLXF^Dip+HTGm+hw`EIVA(@B^6w@u6!%A` zXR8Hsii7#@g>>tNlDYf0@48{<#$C$~HZ89&XweG_@2{~YzgBdRI5?GEy6fcj(_<2i z+{$2!oM^$<`5SYFL~fLuco(^6gn@yQ*f)7i3r5HP3=Ih0Z?`NzzwFVn1C_se+2IG` zYw|BFu9G(~^t5&R>23Qv?B2Sw$)0nLj7VHBzm~P6sBevCxf_Ey?p+l#PqsTTx8w?K zv$!$Zu;6sj@WL*+%R&u>lU5xd{dVeKu?Gu!)aaACo?){}T53bxjZs+~G&pYyA;$?YJwpu*1=#lKDftL1!veqX~9UpdPwNXR; zH2ZLIqUO29x8=-GJK9|L>&q|LjerNz6j?QCpVjHG2wq>OE$UDE?d; z#2v+OonS2v$_UIde`iY60C51nMwqMiq1&3{L%T=p4Tv^S+5lyVUC9}pWzNlT#>qPJ zrm;=PAZI+>2rdU7}uWx_0147=DfXlMUUhfvzp6Cl07`)hYw z>IHtX^)xo2HzA$nJ7Tf44LhY-XOTn1unxAtIz1CFXbL`LcFai4?(Xa*d#Re%?P12y zb>;+olqaBIbo$c2xBuj(|Fr)ncA&NyW?2?m-WvXqMZ#~-bN4Z?#8*&rsXSwofLvRI z`MkE2(%~!AUdm{6HFMMy6!a|E0pHX&gPLyI9&|joi^akgi;<-R3WpX3l`Q0})C%k1$oFN$sJEdDO?%%hxl2DdO}=qTLw1L4P{giiXLxYHYVB%duJ^7z&i>a`ONyr} zS>}bVkFk>E}~_{5zF*#aT}Z)7-GmwwX*1>Do#SueT^PduLYH!dh;- zFakTQscl@S$LLe)4SqCu+8**1(K{NEJqn7-hJNj!!?axfi=@@3s@hq zJbHWZZrw!UwAYaBOAh(lKXqT;0#_Netf6tx`QVwh#X3Lw$?GntnaO69bUjBQ$N)NcXtBi)ruwWXLianfo%8&Wk`G&f|9if4+yr`eL{rOn8x%F$W#XgLf=l#i*d?%QwsaHzNlIlvyY#o+wqDZhBHt+GOMhmZ zNz(3wuS=$A5vfVZGC7*Fb@wm)^>9=$GmuR_G_z1)IfS$J2`XK6xoa(#g zn&C?2E@Bn6&8*Kteub?GX=~l9J%Bfr5Av0{?))TW3hC5j>)(Lq@-XpAIaOLKw^MeX z%>6l)?W26jIAg4CUTg|B45Cko7fbW=hUEJ5e-!)Ohn1mhGgDJjwyvY*GFd^v_)}a5 z@Th#I#_G>ls|7^_^|g^kGgASj#gCv?Wb%#Fo%B#fS5E=YjC*)+BgMNo?|Q2W%aFsY+Zqzu zIqXhwv1J>(Pl@msWzP=pYh#txA!>(FB+u(5V#_AZRqR3 znuZqmC602=DOu)diA6mDAAf;EKst#+A03L86V;@kogub;r6t`3A_NnF-cUA!|Ytf;(91)19Oe zSDn%)r5T<&@)&BSKFheua@+V9-QXQvqGTUQJC~v6^WM7H7wtuB)u4X1N}4>$4!d#9 zY)@8n(KugYqMYfu%^uh$aG$OW8qNK1<~XbQ+Dq@KGZt^ivasCX0?T2hlU&cUs&uns ziT9vfgRWvYYI0lBjayOL^Ix%?)g|phMrh%1E`=Ovzyf{;HMVx5ZG5U-pPQ1gFsn~- zUw#plU|t_IHTbOUk!Gmc*&phBQ~J_#L3&9CS@T1>hHnV{ZN0)yR7QHMI#Fi}?-2PB z{a#Wl3Xb<(Sv+oavhFYoV;6&*&~2 zdz;M~R1%z@3d&~P$!L;O-w~&FVq;Ckw!_vL+Eq#~*Th0GJ2rD{ewN#y{?NR&+zhB1 zxZLC+DCv>+kn@f^nBRiF*9id)L$`;W4;f;fNUfJPc=x*+xwTv@BGLZPtB7865%8?fs^e=^G0Q@&#q=K@DIhe>ib&O*~(k{YeTVJ zLWx)7UF}bkc9BnwiGj9|yTN~K7JViBh)~71)Z_9^k(&~encliu#;=Sj6?*ZKz})TG zfAZ=%aV3sU*1a_MGe#1^)WcC9W{`sLVNLu^N^TeJ zD0*5r#-8Xqrdo(4G|px)*Qo%k2INe;p|9}k^fk7l?u9;I^O&9i%J^R7E#gE=$YjlV z{eHt9?NquMIYJ69Eh!pWJg69R{_uTQDzL5e6*L#9BK)g#!r7}}T>jOfZY2ktF77RQ zj83Fg&_eIv`ARc+m3k4M&3x2$Gh8z6HdNBoCSI$91BDK8&2QC z>+yT+%L)UF#gf17HbNwxpxvUcqe&q;s1|N%NqAoC+>V9IOIvxni3R9$W&#^X$#^wv zmwEx_aRbp%dZT8IF4Qnnf1M?$M65uKR*mQb!p45ntu=<}4>QxKLC9=hb61L^ti$Qv z$=T#Ggqs=4?xOafJH_pu@^&e|ZNdDaz5w}Tq!jc3b%7cNe%lM!bJPUBo3fD2_(gYN zD`^(6CdL5ou{PO)>`Bqg9QLfH8C!*{hA%*eiC=w}APqBs+an^%2Q-DaL2SSj^}aaS zJJs>j{-9VcPAN_I9OmXq2-*N|LkuE1;r~H0<|&?!F93{7J*qi%3(_Die zn{`KZ4$T-Q8-J-1a(SVq|GGaD{QB>dbTk1EA`cV0&}VXt@ZI~~G1=b3zNz$vW12g` zA1PXtjjDol0X=Unb`mcK(~%vNmFh)yBm;=YSXsOkxrz3&-Sl^it4y7Y-*wxl*Xm5^ zD?ImG+~S*L7FciEfLcAgzl#Xdc zcZS38JA65Qnm9<=nOWNPhIOXp#>=|9>~*p_@=loK-{&3SJ?Wdl+vK%K2{wZGfNwx& zDLeQB9*eU>>7wBu2(wNGvtSu$3;Yz32HB@@>Kf?#Qz1X|iu?>- zoobrz+A+Gpy5(9MJB+?hPQ?By)nG2?@*nZn1!r|7aics3X5qioaY_SmhQExbk@H7s zS%=Z(^?dW!6HAo!;J5mNJ;S}=)SQ9;#A}1%Y9T%op%h0wplh+cG+i`L*(q#A@b%B3 zSJP|he5yN{h%ZOBNj3PPzNwya9=mrtmne*qVP>w}l(P7NzUMBTbA`j>={Eh#O{J4?KNGQT7`c>5|teajoih0 zQgNEjdZRJictHP0vyR@3KZ99&8}um#(PoZiq4MF*eb^ zWy?}V>=kG@|io+hu8q_ z2n%F~N8)Ai^H?-i0h|giK>KTfRl%RYG`usOjNVia$xbm)=)*VUrwAVLfIM0~1*!k> zpuikaaJdoq7uHBlNt7FaI;25e=q>P=o<#SdnV=naMUs#SXdu=Z4}tq68$XJ5LiM2k z6)APpp2$H^JLCc1ZJt*Zd6d3>_0Y%Hfb+s0{i{J9IG8UJX|o$^GR&@+GA& z;z1+u^+X}jnux)5*d55CCx8Mz9pTY+_%UK3*_^BcJH|I;f!aZlWE$KK%RsgBgKovD z3uQmdDwp$JcuFV>PT2_Mk-8pP)DUG3IBZVKf8}SO!Jh%uq>C~DRIXRz6=9?BR_G=+mMG9-j{{?49IW#F zkd??q&|>dksn{BP6TTS_#-4$Szfz3^9nyqO#R~9F;G*@C5s+*=h1~}(%_GGtZ<80w z|K#qkzMfmoU&Efr}R;pL2kaHJX)?JH&ud_ z74i;XL%f!@ipK@B*i*a=EQbzC4aA99K$n?`JFzub7i<`M2zd>>iFa_ux{lt&Zez3Y zB>XkFZl~ZVUIW{SrXrV-mq-U>At;)`px6%lUwT=hrI}JB=$NvctQ3H|;t-L5u?zQ6w=IpM%v#w*VtU4?1!Y z@*SKZEwF(oiVjvM$ywlmt0g*wSgEtJ8x+1!@FXvlH%M#2*A*`~#lP}Ubu2gn4&iUH z1Z*X`9_fs1QO~P~KnZ+~nThJ;C?HaJu(#+J)uh&g`@;Z!?djMT%!gaRoqYsZr3A

b_yp;RYszKh5^@!t`ajA8cqw{`8j+B?$%@h&vIW1fHlSdBMvo$&)YHHfd4Nnr zZ{rh*!$bvQFrI~)keyQr1dC_php z5?}=iM1dPG&y&M}-LX;Xqr6g=qHC}?T!UA@{-RGnAI}4C*9LSQHWojL*TzvyKz^vv zN|cO)m*$odk9>mse=hbL?T+qM6O|D8nm7dXy{%#;SpE8`*OB?K$Mr$WqMOwcxi$DC zg5@(x6Llb@;a7q4sT|$}yNT`qFXS;a5~~dkl=*l7xKIn!nn3JuN;J6O+aYUI0euLX z?rf9?N4+FJ2an82>6^Gk)=RUMD77Kd9}PeUVBz2@RFsEutel`6P(~qdK)-y3x55Ni z0SmD&$P4fTRKajO1MPxk!1de-)c28~_wJIDU=`?$^a9?=4)iyWN`k-()mO=oopJ&= zO;e;!>SXvEDd46&fSN(M&QQ7_=fNlV0GK>Iz!3Niorvy(wdxG;QpTf|uwU3hltVTF zXGx>pl~d)Fa93A=_ml}qJ!p9Z+QAd>F1&|x=pT8W(hXLa)oLtUUsu&3z$0l6B%KkE z!1<~614qvr@D#293Ql9RI?$CWtC84Lc9r%S@m2~KU7*$O6)5E)WE%R4PtdPKf2<2~ zNcjZ5?ys;`FT=`X+m*#qd3igM40m!X)hqUqhRA!>S=a_hnk3-I(MswfrH67~_DK8H zeDnyo(fVRTVO0@;)*~aM!NIcw+*R9@Rp69cpnQSdH4k=$I3RPqRja8n%6RyM1}jEz zG9}9UVUOwo9{&t*lj#vJI7MR7cjyA}X)VCE0Hs2R_-1Cof9-~~ak07pd;y<8zwQq%j-lYpAW;uOU?Q+o zBJg_nPRx(ifYnL@>P=U4IJO_Fi0{XH6Z0WuaTyH2flQkf*2$WECqu7~V}Ev>Rk3z9R;34y?pGl7W!VoJyagKhyiE zDUe8vCF&Au@#%OaNZFhOcW8UMko-sd#5Z8Pnxk}9>dVumy+RS3fj0U-dK0{Ew-s`S z8C-yPL0XP9Mdv_1tPe3Byd75TA=(v7Lk~lCY!N|`qrkJ-QN4m=>Fp&2Nm&bgE{iw!f~DPOHnIfmf%DlG5DnqCJJ)lF80T zZi7FBpC)ZW58xackDSLxkn6GW>Pv8Ot`nySbGg$#xBq|Xk8t6uP+Q$hoM#HO+4?8O zPUhw2gZfeI71p6`ryp!Iny;8OhEs%Jtt;(vJ;}#&zZZs-%yHE9Oz~e6`=Kw071%>H z3wuqNkzJyJd+B@cEA^VaV?BL*j4)Un41V;@>I<@?W}tDjd4{FHGT+STPEzM6O4CDk zNk7-r+>&nCP5h_ENab9=^0=&Dc?XNGm2B`d;g={Asm8h$+W#PBeS}$tot5JJ8qXP5 zoU5EOwd6oadG{0_=UL!!3fJ)0nqt$$fUkj@+G;d%#QLm^>nqp>Z4(JLE|1_u6 zH&PjKrNf&0BWq#)Lwk4kS$?HjpYCjEXZd0LpsA|q%A7`e`V&j;6+F#L$r+S$EN?_{ znEO4SBmPmQ!xT9Ym0qi2|!boSo0(Sl}! znjCREYGHWUpt`0FG`PO}|M^0MMd}RFulZ`wnwHa*<;qeoZ~ej(xy1$FTzAC)Jen!c zWm#$keYWk>?Iky&m4$1LYxz$z>ty9;U&?)upH%dp^NX)9St%9k;g^+fCm zB=l|2y}tR5VUA&*6Z~xTDt*;ZYMpI4$E1-r@LcYFiNA18X*~ZEokeHpVk`#&R|Liy zu4AE63%{jwU+#ePM`^7ykL6A*4t2Knj1gC3T5=`(-Fz=Zir5mRge|w)0c|@=7~yW{ z9O^wRUP9lqqfIpcG9IDLAZFqrLbXzDQC!J&pH+#+573SD&n@$9qQQmx#5exyrS)?? zX#>*EWF5^rQ5@si>^&=-P`#*@jMm!&Uxh7W z!I#n--abOHdV?ags|{ssO3;DO`=QeUR~VAWBstXo#?{5~z`4VhCeNqZ7!85hVFN>9 z&dO$x@q82e>Vnn9J-uC&cp{C>()&$Y&E2*0)mr}1u4+YUc3j4u40G<(!fDP%TuX5_ zl1P)f`uapuY{1jNT7k0Jr1_29<9`wkK?B^p@!M0n4>4JzhLe zvOe#>g6d9%pNl}M{`!^yvzGrbk2Q6s);njU%@xomkMVm=vta%Y@e-dj0N<1 zNYc|B?|s8{Q#KRRwO`DoL8TE-qdP|yn^{~d&UEz4(j_-fd68pwIpm!%Vb0g7`ae3B z94%@6ZCzOL@SM(|GOWyLXYa#*LHgo4CRUrwZf4(WMBR5&w#99psOwDJfh_Su{vzL7 zzJ*Svb%smU)**)?hDBWr&D5r-Be~&4eg6IZ_2N%Nb|!dSa@m>2Q|8Z>ImVk*OGw}E zD;bivFMU*6y{twB8uvVw@|`sb z?`B<0Uz+u|V3g~$97Au{uGTyBQCdHmD06S}xflY)i~J+CBIKsUttl|H=PZsDNOwGITdA zF@LsI2`&x!V9mvQ`}dYy&g}8~_xI|5({d_%4CrG`bz^JOZ_8WDDcxeSmAcu#vgCbk zm#nwhQhu@{MjB7{)J`z&Hg+)t8fRLj2l@h8TSdb>IvA-d-0+X~|KiSwHgy)Hpl;D8 z^p&h{gF1$72n{p-lOi0Ka|ZsY{iWNN=6|Z>p7hQmf=rsg&Y>G4XN4cPo@4YEcH72;K{unyJ z+q~dd`qz}*X}fX~?bmpTn5)}uPP5jqq#B)utA>WgsfJ3rDKKUFhp=)S5U%opP1J&q zl{=#>bwm4~se#oRm=+MGYb9-U&Mv6_Z}N|#ZDw$i- z&l%|h_a1f3@WEC)bWLPPR7vnE=7sx3PFix+Z{eR8eV>x?1L_p|o34fI2p<@k9@!w| zka0eFo4;T;We-lBol0bqh1>k^$y=r_A;-ckq3Hqd&71VgHPe}`L>J_Q7{fL5o^suC z8r(@fznFxDFk7`p^lgpZ%r7lvtZ&US`-(3vuA0*z`R+IW*D}eMi&V+0jSIdXsVj4) z+=nuggYW3-BM)6v-l~7iQ}(5A%^%^NL%cNZ378ZZX_>2ak|XdqaxycK9ZQeKN!jIl z;~MF3I}W%%`=1M_5{x~d+ZkHg%7$cyRt-I1IfPmquXDbn-25@|M|i5aI7=*I_E{4{ zvB}^A7r;M1;it)Hz{Zim?~I08A@qX zHTVl1iT2GUv)rLVUF8pwg|;ILw9hQ{LPtjX%G`^Lu@sAKi=0^pllT9a^>e|$SH-wA zik%ZMJaR<&lU18miHYN z!`ffB2cIi)o)G5?$2Hec?+EUPV37$dUenRqDl9JgNZEeT1A@nCb^d3$J2Lz!O@6=l zt;+~?EK~BBSX)~7uIO^*L(3w8kElG}P%<$y_D|x^qQ9roPZYfO`H^vSfWEV7i)pAS z-JEKzYSHT!kRJJ}cc-(9lXeIAmWgkX@k9f<2=11@HdjziNSDxxAq@g6o14(Byu)(G zv8Kb!%!vxSJW%YG4;553i9cgLdl|ZS*=99H_Q*%5L_+zOu$mhQNvEs z>pftvT0A(XQ_7@YFaPRu$GayZLk%5*&~PrQN%%gqo!YC^_g%0z&nZavqz}(rTTs;< zEi^~p(ABg}^s9`F<%~7f+Qy_e)X=seMnr$G^2QekWFdwn)YCx7=(QG)1! zhMVSi%OlGMYr3_y`5l9DWs3*qM`Z;4UG*m}yRZA5yb-@m57h25<_DO9ew)K}5|xRJ z<~o*)C^%ZUyEx6+n%gFkkWxHG<1jonn=G`sqj8~DA)}C<;%Wb5&j?p%=SP>| zdm?`#x@k7)BaP9mT}Sx7@)6WZ*VQ`$YKGMa zgx!j^t2g|~a5kM{KV~0QQp0nEZ=+VEKC`XaUF;F<0$n}LEOH#y2`QC#Ndu+LFkiGH zyMP7s7SAUIvLB>dR-*NB3q3;n(y+|5*KnSmE)ecNo>=#t5>Meu`&eHKNmSP3F8YtA zR3EH?wgbMI{{**QxFj5xroybWKk^sdg6>2cVMEno~K8+nhSftlHKNCt6aW!9_PY_u3hX-Rs$+|`#Swo~%`Yf2v%-7ZBuM(;>} zuy{@J;y4wBA4M0Fq1sitdCX|SkEbESBvPp0JLziYeC?1O&)hG$8A=!YHMyE5*qWOC zn$?$psYdTa6GciHfX89`AtR9r*{i`aCms=6 zi1)>H!eK7R--aI|1KAx7$60C;y_N1p^#qzw6xD-j4YQ(EczY@vrp3{aYR#g1uy4s0 zsueWd2GU6PhfeE4aqSR10 zp%6082Jx@d1hRq`U>bcErnV*6bKu-+fuQplXpc{cn~=2IPs&Uk-Fa<2%`5f~J4N$T zvyMzw`l(~&WZ!bdF{Cm%h7O?06Wa)m{J}KRcGE7_R?~;+_A?Ku zlQ2gK#p|m_#1grxI!nm#Zu1@%TF71bTu*@ahwqLr%_FqY-y>5bWzS%dcw(j7^no%@;K$RS_!p7R&9^^NBS*ip$n<* z>`u*aom;m_Gmi3L*~l8uXhOv-|8{O4r1#eQ=6QYGF}bdKQ=TE!l6NSb)H3kX5_yje zgo){7jD_@KEPepAYL(nY(wGUTvk^d1{K6-4m4ua2JxKEXCw7$uq#{v?oJ*p#ff-6S zCnw@(@FtM^4I!SxELp<;A&o)hNx@!F>BJJX-~aPhPV?7%w6`g+8tQpZ_#}Ry>cy{- z7*kVQ4?ee{%xdyBJ{H}hoD$1&W&Aq6vk)j`@>PYspjS*2m&pU+I!(epV!dJVY6ZU25b-6Dze~oO;)ju{>JB*&cvQOtFXZ131Bq`3({kK%Rk-JrEwh_jGz#26#ckkdfTyG-uE405(`R(vJw@lW&SxN&!ydy#Jfzw>`P zGo=2G;ftu<%v(B=$VXz-4A3*QQm!;liWLWnKcpARLFJj+9WPH^qdde@>?!hCt|grJ zxAhZz4RNxJBGcd$KpWl~X=5$Z6k|G@OTAJ)in6suOty(|ZRnU_1zh6=1JHnJ{5BUD_soUp;-DWJ|63fE>w=oFJQN}BBJt9ZI50-o`XVm95QnErBX2! z=B%vvTv#Z6mBvA?a43?5PQ+Q_7aomQf(&W_P%5@TYV9zvm_=n7tX}Er0bp90Vejp$ zi16EAg>HZWK&PJt)6EuG3%o9TGKcA{Ol4{UnM=;c!=dD(lN2OH3r7Be*jX&#JBVTO z6!kWwfd8R7SSikn0_bAz;J1B7q?1!1+qI0&Cwrq~fGpn@X{qA!SYR7%lje!Dq>*xj+*^)= z#M?yl4rCX{f<~bO7W+b2kNc_1p-o__T3;OwByt)OZce!SHP}~3ycy9CpfSCK6y5=d z6Vy|VN%h2FF<(kR5{VmhCs5U|k@4gzg20S$-iShJWe9K??BY|gfjC&+u3iOwt2=TB z{xzdq0(#mBNLJUB3xUX36ZmEgfCNwuO+z#B6J&MjFtG?G^BsUuX+=7#i)2}xFMbiS zgi4ZLc@0`{XWR?4yYnPQRK(VSeqzLnku#u-tX65|qBK;Qio~k5l_6?5^^R0k{4Mqe zbs$gr421S&QkoPERF`td0`wG?37YFStRq$#SUoY2@o9zbMUx@#*-yO;8st>@DO~lp zm6o954pUkvjnp$}Z%6|U0>!RBIuBQI0^5d)piayLl5DiHM3F&ne*pyM?~o{u0+ryN zd=gwG7*bQ+0}0maN+{?7?T{XzgqFum_zrwDJ^)(`Zl4;Uv=@VZ6bIK>y4(|*BtnpR zhzscdJ3+^YL{d#g=glZ!0@akyiDr4TJVKfeMD}^0vV8;c z&jrvaIs>~w!6JY%Q4MJX>DErbwwk1f>N~^+Z2qO#c2GM8Lf)_o`WKjRj}=Ak3nb%o zDN4?eY0#bHVXg9zrSx5T1HKteM5`i#c#FHuA>d#r$6prD%Clvw(hl823?X~q|A8L+ z2vWe$r7qG~>9y2Qw!yV~7~F5scyr*&$B+s!n3#;+fZhcckfU}&e!r^hkYm+k8)L0paEJG7O*I5Vr{(Srbusi3Y+mS^;18fY+46Q5%lI(u`E3uF0gZG0SZ$6Pn z@<2A6O#HyEVm**`;xw@{v|4Oe{8C-HmNblGx$EF?D1mR4ftH4o@&llod=njFFVJ=l zL56p}s)b&T?x6mqqc+Hh#=`&Ch!!GcfN%8%S%L1v07wPAk-d;p4FsldPtftd1F1?z z7hxLW1lm}ssE$J;R9x7^JqI#XyuZ*_PiQN)73PU{`2(o@CDH-N2P5hUb(b;|6sE`W z2lD za5yzqLEEdn_>JBnKBK?bZFV#MOZ;JQ!Nf>o)dd7$@a?sd~)D~8w)H51CSib;vcX-_#9G8?WGE+YSc*D$X+7bL8`eg zvRJzAJL37}JMR1He&q?^escxfCm|XV=q{jiECmI39(o)Z2HvYakOjU9?w2q~FQ11` zwHhdjW@usx7MR|MZ#8!=J35Bc2F@(6VubcQf$lH!yrDQn;-9=eTSE z1s0uGJOp)=3OFWs^(c}J%KcZ!$xF}-QUP?pIPi6JmLE%6^*6MEFz}k$$Z%kk^h2*> zXTjT09Z$sPk>%)gYA`s}Ow=lR4)GjX%g&;$ke}icuCJH`&b6if$NY3?rLX|W3_%V; z*1kPx)IESbQx~{xzacH&8F{8GR8TovG)uc7`x^&2ZX@WQCD0Bt8?l0?2_u#PHH0K; zlJ7|?^_6@>zhZZgDe48}8TJ`zEw<%P1CMDpKi_|k`w#p|m3Ts|tbB#GoES6+rBNra z*cYJCIst3qNTiaI3i|md04lv{Dlk*dxeiY!=arQ1Dm8B4EfYBoc8C zHJVw1TftRPg!NJld^nFodqQvF0niS6iD|+QevCL4TpH7r?vTQ_0so*5dI-90w2)h0 zfOSV?<)!)xnTfQ3&XZ?AMVkjrDF16)+zmxT?eSCieL{hK@Di~QuRy(~x}u8gK^EfO z)h1jg|7x*B+|B8^+rn2!e|(1Y)GE0yJcV@!lFKagBU%}mtj41(FiLi-lJXVkG5u7X zTvM3_#EN>r?x{+=hn?CCDR&KV8z^i$D1kai0Mmzb5FgcU%6YUB-a-E5TkFTA_QEP} zsVCCkm*2zR;Ag`L&8#G=2-*uxK|cd0FA7)&XTUQdDSPBLpm=sfd%!LkiPs?-furF& za2bwbt%*M{oBBjmqnp!Tz=P<4lFvC<6J-hdj4&XDzDAxcd`0P+|FvhH?;&U8BRLJX zm_IJqWI_FjTtO$HBJ9`aq3NRleXkx<79zn|A*k9b(6{(%=(jiocUEoieAI($FPP{^ zo(7-h3aTZripMhjs6KFYS%D*TT&&<7!EaDZ;%4to?^KQuy70T<KZ(jIw$ z%E<$zbIN}74Uk8Fh<;@=_7YaYXXtri9<`r(OL~Y^L?#hMjinwzcSmPfEy5wA{g>Fr z)S}8mBT7XqiP#}I-A>;Kb&0Z#>+0_!+>*|MdyeDd_=P~g`Y5##pGYs|`qFdpn*0*n zO#^^V&;dwD-=WE@IXpEsp_1V_Z6iqnLr6yrfGhg}5WQ#QdOWdycAOTVTunU@fK(- zc9fVy)rC{aeDIzwCP}&t^@*%YO=BK2Rmd#zgLXRGK@F0-<1MKZQb*?_*E!KEW_x?P z^F0gr6liuS{q0)7H|l6)prcADMa#dXp(-wpSC?+{@wct{{O?28r4qG3o5c-(f#_vGDD zkrbdb1gA=#Dq)8R6<>|($oJG=dNG_5r;`?XG4p}WrAE_D0enQ0OR*F5Hm09CSlFWA zcx~m5yR|Dtm>>snm)uj_XZ*{gmQoCt>21t^2e->@;gdi?k5RHR6+AF!;AD0}(E<~~ zh5saa18M6EX`#*&ZoC#nvk#c*O4c%5A|JR33-{Zs3R1LGiE&< zPFcwcR4_OxB8g7qO{P3+B;F&F$nxwhtQ1(P2Z1spbI06IxchR1w8J0kDe`3SW@#`N z=2`BoCHF;gh4$PBu_8E@WT}g61^>%Ia5cJsPiiFH)I9n7d@+1x=c#ctN3Eq=QW{_ovQ%e!FXbZ-)5|ohZn@?;y_T~H*qL4SrWI1qtuH(<}p@fBM!{{|9H8t3$^kjB~<`2kg1AMr=!(b639cF5zG9lZPuvIl-*&7n9uBP^tHJ*^QywpV;TH)`@Gc}kV?$NKM0=Sawum0i zjAQ3AU&s%{3Q`1zdjQNdJ}?3^neIq6r9HVQhK|HXlEAZ|C(ygd9z+pw4PGk& z4*ys-J+&2mFRj{jIv!CC|=_}dz!c=I|sYwcn*3edE5A^3M`~Jx~br5 zRhMAvu>$a-jRGgF9yoWaz{fN}J&DHQ8}W8TGI@_esUc)KaUKuDXmlIwu#rHyJqz=i z2h(l$DYsDl>6jz3Iz=zHQ`;C}8&@on`#1J{sW_yoIuid+$xw_C6T^oi;Q zwo4NrC`HJ_;hYx+yElVf#p{qyzzG#cHYJY`=drs$t*VD?Q)j4?kOkm-txuIwz35`_ z6lv&Bl#LjG6oP}WymS_NbLx9L`g;h&BvkTGTpQftY;JLX2assKMM#?VWZM^_a z*hC;oFNW)O9QqfCV98iHm>@u60BC|`kaTNxo~MN-%ZeO#ygcl`Z$QrswQl9wqX zkuu@%ifA<(}Ri$5o7!uK|W$z(&c?Q|a9RsD6n1U)a6w2c`Ro{pl>T&1V9RJh0QDyeqLB zSd?dg!!sP_eZk}bDvaJk&t@VtJGA$7I{ic44Ba>F3(Z}o6ZDStM1LzCq(#6!tj1mS zx8hm>Q?V0tMzoZwOReGg;0HgC7df0;>~G@V2(MVx|H!|XE9AFG&DB_RBz6?P0aV3B zuos(2Z~@~8q?*EEl3JI}W73v>Bj+*Ym{{NO;d>?QORY2YnQNBl5DO(23HIrWDKB97ul zVhJ&gcn+)Q9az1CSe~_NT4)++*0S03Flr}hB=XTuYN7lWxU07~w?7lwFueRUv6aNi z9p!xaxm-=w$^)d1kg`bU&vO6#hx}$P0`A#ALUZW^@UX@pdFTcF7O?Na$*$iFB( z)jZ`6P}Pn}lfkj*=1xMEqb;|Ao55Y-Zt{o3%CaceQmcU?vYYrxd<3WUYdGaDCN|+L z{sMml(_=p|i=0orqrWko*d!*AK0r+-OYu`EiSz-UTnG7|_*i%%%mnZIWKj{bq;c{$ zc{d~pW{TBdp7v092o6IlTuCb-OY)a56edfI(iD0fC!(3y58RGF09|SmJ{5n7&BF2_ zSJ43&o^#1_pa~qIM=}?gB}^-(lqwIIf^$TD?1B1KJ^}>9&Tz`!$%hK}gaYxW^iui< z{KNK;FPsFda!y<#t`*md?}QdYU*N5d7l%o2WgT>imP2!aw2r{@Ls?)eUVwHG3Q`?x%^Lpel%H< znu7$?PeWgb1<3w(m@V0$nKK>vg<7y5=mhLN7K1%Py@u`poS%!u%jjRYBcN?s9gMpfL1sY{4 ziWx#VU<;RlY(O@z@)v}YVrz+p*%+YeK%I%hh5#qF7j_vN2d`cT)WpYlMWEGQCk-^o z+-Lr>AE7LIzGgq$l-Uh)kYCskq=Qmfo+ecni+K+}0a7Q76byXj2$XNJMRPVdIFVkyly z%~(wz%?1so`O2)O$5UsB&Y3{1v#hd=>GgR2Sw?LGXNYipYk0aXOg=uX&otB?^c@py;N;HH0!>m~{4r z=B6fAvls5t;q+BV4#r@EkpaqPDNL*>U_uw6o)9T46(Yr0m{8XcWd0Ffh40E0`jh-G z{5V&Rs|=*^e|%H%k`%1GP_vMH=<|C7EaJ!bHarhHLbQ;=xIoM&%ToO)l3qzyWDYP} znKjIE<}%ZZnMvo6Y0&kOgw6+IUPEAc#fZy=I)a_Q%#Y{i!;cKtOCsDK_u%`?=U?)> zd0fcnIdD>4gHL{xbVy#WP{N4@6r03hZD9 zP?u+MNgTU%OBabWQcM)v`OwGh6~al`~74>+Ww@geXm_yT_dfBKvtsC0^_wnHPR zge7z@3gtWO-o62Vda2&nn{B^i1`1X%H}i7CJ+zauS{1X%qHVyv)^PvsVJwYUO* zIc^?D^EDxX6AxL93MzrN{oe|NjfeEm6ucBvK_f;2_b?t_w>J?8r<6xDM_*^wva8t! z>@?;V{f&wsTjBfBI7F|CpoTmK1#7hQN@CZ)CUhG_!^njN%=6Q~dPf=#et*bDgN#}W*=lk7pApzc!)oY>=O z9sQ2#L*i1HkkwgDuCBuy=6Ej>RGCg`bC+_kNgIj3SSc zW2k>rF4d5p0>8rn;Pd~6Y2fDnC43+gBguzA3tA7<-P%$;X}`1&c!C$D15!hY7e|So zg{i_f$V-0Y?!w%7JKqCVQIlkZJVgW$G-ad@`V4&v8dW|z44sN5K%YY#mX1Bb=fU&% z5wa`1>O)8)WYeeVuJlWag}GJ-;vx`+kD>Q~ba@9l&wb%3U^Q?YdE^j~lPg31t@{6Q zbQNGxY;AaYwwDqGvAetVDz;*y*o}&L?e0z#MX|dJySuyf+KozW@6JyDum8hyAHAsT z?#!I;eCK-$dW@A=WgL5ut;QARR&b9n5x>l(a0;8BEyeVN7xaBh-})mb`U(6&k3$1n z7|F!fw4>TEJbkp91cY#w94a4{_Dbud0eBaUr1_|7&!t8<=RQ@As7H`JW76Wa^T^#< z1O#&zoOZ8bU$P@5Z!^PVww8%$(FOdfF#%>2k`U_vZ@!7$ayBNZ2cVqsV){1}uB_eg zPRiozC{c}Q3HQ_@|Ia|(1%X{zw}+Yii!x$JG` z1bnE?NQYX9JF)>jzL)X$&m-lD0cR>fccJ%rsh)(Y>WeZ-$&{BPr7%^VfZDTF{s4FL zAM!Hf#8gy=ph7GJiW&rKCd9Y?w+9|K8 z*bS{1JM)z8M4zG@Q10a=YY@eecasQ@^3Fg;e!w&JHWFqi)c_ajHp*#Kepwzb#{rky zh3xGwGN=4hYC(4xrkzE%I|K9n{XjBGlf%ersJnxxQ~2z&Fqb!@x6i~bm&KUabO!#J zIA6?!*Lwr>Gp(sy_+p=fUhWt&(mTUhKv3_iThVXMhHk5;k_E)N2v`KQ(8n~EWhnwP zgadLtr7ze4Huaub9=wEYNSdF8wDhKU=C=d?`iC-OcS)gt(yg(VJK&XG2veY|xaXIV zin$k9Qa)6>6~L#a0T+xW*6ESJnF{I`wCzxQPgSGThq&H3xX0z>4^RrXmHJ@q=a=Wp zDT)(*vaL~}wrf#XX*F>+=ZL95KF-2d_%xY~p6LV~q*pQb;1O$QpTZUQ?{&UOpF>7Y zIQRadww_&vpMy6mSKDhuz+#29B3)N!C#2ST_H3DbE^YR+mDYsJIVs={!7|u3a zWm21=)zkvei?vhd%lo8APVma59B_N}tBA5}>ZZ z8<<9VV*@;2U!i#3LduvX@x&ZB*v%bkmGn}Mzkq@^3y}d_iD=$P!%?NnU z9#U(=^SKdxr>l`FnFc-ieZ3U&(6ZH;+61C2(O9dfe<8LJHwap<0Cd|=%qCjE)B6rO ztT?PGlF|qduFPmKHAGAgszE_m73YTMWFvADp4Sv&xlVyUk^oQME9z-X`!=hoP;*LP zCm68yziW25oy$mFdJL^@6cn5cToyb)-O6B}u0$Nrn?Xsx4$o0tB9^Ft{ig|jO~xK{ z0V?8JL|OcPAHF*Ve1h`i3_K}ah*x+gXNes^$qdjL9|BwJk@ime1Mle-$Z~lF=Yenk zcXS@1zk!d92yV?2q~Aopp{ZIk@Znm*clsa{{FUIgP!L+z6nx6> z_4)* zd}JfIWb{{!Fgax5`Y?>G!S-kJL&skpnYi_tRj3HlnS4+TUepW0>;5ymTI{|*p8DP` z-b>!5{!IZ&sDSjC3*rOum$V6L>Z*Ev!bJ{8{hUb81PWajZqPTue0oH;W1g^4d{4d; zU!Grx{LN)7$ri^PeGfWpD9qSATsGIuU^Nag7Bw#5577C^oBDkDQ=qtSqvy5zz55vQ zr37y$pWk=Q|HwbyA06l|tQGG|C6z7EJ@ddE@?vl3iX;NKjDQ<+4yma3`3OU4LndBv zB9gX#GnJWNG+Z|6fJdzbvLq-Ug%n={Zx2tbhw%{J?*0vd zio&_zIMEmU8SE-Pkia8RO6n|aEWj^jlF5lg4gHn$RuKG}_k!oPyO;Zm=Zr5Z za0V%@l5|eSL>St5lcFh+$ff8_KVvhwGyDo5g~iw?`Y|{#%ZLF;aG5|qMkae*)a~|k zACe-zW4hdp7(?!(CvbV;c=rOi&(BQF42zg8#9QsUJYRU}XOQK!-Zu$J*xLhDg)hQr zWC4#C4~c`MO6bq3VL}p)PT&OnglUfiZx)QmPt-Yh6}-TXA(1D+)98k-q%pgcX-ki$ zwvsxr7W~s~bTXUEYsPct6>`AfJ1d_AmQ@sZPAV(FZ^?r6#9Zn(*$U@@f8nFuiCxC^=l;8yL0v=S`3V>3mFx??py{yr5&XPkO#i^$w7j-cDDQ3OYU1eRxZ@b-s_JVYEJB`Zl-gZc zDR-4V1(yi(v08eFntWW3pf|FY424a*j6ID}hAwPLIxoebz8^vl{*0mcL56pR48u^v zbxvX8>7Qf0K9V!cb>0^j?4`u$ zsk#Hs9Lv;!@-ERNZWgnpv1&Rom!81eOey9BOBqW?Q$Yj8rO;=|Fk}q7^owL`T>Izj zW$p^s3#iv4+;b27QYyjk;~SH}_2=XHHe4(#Q^+M33-~Lzhd8?ABxgU%J?LKV%MQ*} zGPEJ6qdSOrol`r?homu>e$nbL?JU&~%F5@a)|UL1f6Y-Qm2V4<>TRMO&WxAzn#lVr zk6hz9n22xX+Hv#PGkCVVOfJ)p{mD*Y52DXbqgY*#WFgge+`ZEII(Mq0wae_eg>>5v z(g~#tcJVg)Ev*?cFIuD5C)MSutUsWRA@eWYjjXPI6~ly^-gWLo=d0YR&I7JJp3(jz z0#a$gF^xjcxf3(hP0-t$(Fqx}yu=*xH8q(X!^av<8Z(T=jbHhH;q0=OE=pO*!Egxp zLRQBl^$=4Go-fw>YDDD;K*==ct-k~ z3EtpyX@(LFe$yB=MxCwNF;#7cM1?QvCA}nB2~5>wKEn7I3EImIiTr2w4&98ZfJ_b< zS;bd~cgQ>$%A8@(argKmhPlQerVA#kX|hoSll>HUi;R{frV0Cen%m>7?C?2g_YKcG z-#+1vxKgg9PQ*!}x9WwPLnXBkcDW(Iu%d`jWInL1qxeOJ2F9kwyO^lu=MJMHs>mgH zhm4PQm;t)MtSrflWXt0W{l;+AILLI|G{Te!cluvA$8JM%YrEhwzt_{n-PKva`N(DQ zIK0~fR3FRP4t6m_sN=9!muotQ{HWY%z34P8x9rWwW~z|cRiDfDe5 zj7-G&r-1%e+pf>Yd3G9VBg+ch3qvEg`5!Xn8oL>M>=WGASaqqGAZ+)Y^<=unIVZVh zdfs}Q1zrSyNk!G>$YSwoW3&^{p=`!EewLD@G}j`Dz2rJNg!{_RH`YL6{4HcuSL0LJ z$@CBM9kPGhZtP zJhR=Z^Q=qq^!1Gm)DtDCfO-rkuy}NnRkTfD1Uuz7@@~1H+D<=3+@liNQT$26dgB#i zI8cou{7E*HX+nM0+iPdk#hA3@Q)DF#t~$@jKXfy!@dc)-VA0Fw-=^ipiF|k9kuS71 zaxi$@U&%YyUCh_szx=rB^+6NaFA*WgnAmhK<0u|=vULV zkMO8FLYAh-GQ+Ur?uFBP8q*4OpM=vJtu8?iQU){e+tM%jtSaiQDUuC0_)Jr+W$fca z8X-q=ldY^}fT1c|k(#3R7mo&d`u2D}xwBkz+_${>{RW|)ct<(}hQl-PC5PZ-60OhE zRGb|u;M{r$=>0`~GP#ucjP=5?)sg4%haN};i4R%_IF1~`>}a3#M&5|bxSo`U83B*N za+br^d$!W{Keo?S*3#A3m}^O2AbM)wrO;rDz#U%|-&JoZ?=7DrP&yb8cS4&p94Ehd z`bhn(R#r<4^=Ox{Mv7yy5)D)XBfLJkMBtt{N4`l=tm-7iEa zB*i>nhk-BA%2e50!8{Hbi;?DbrgXz&ZU-|I?lZb(QVAH2b)fOqy;Itbq`k2*(xLF9qY(Q{1Sc45+S9|&h+z$kGcVKzo3ef2`!4+a<$tyR|$`ie*evA{(eS)E+ zafjg({|dWpF{T-P4P5aTK&R?cZ>S~oYH*I%aKm{g-vbDh&v4C<&k)O3=iCgYV}Tdqe&KzfZ$JQJWPMa0N3@MDWB=KVLJa4^S_74a`Ka%sP+^|Zv|tqF?#~MyP;tCec;?&YknX< zh40Ge&aUXV%aDQ-JbnSK3cGvL8 zp0mCVfl$1DOSK8yg<7$D_&>&d=9QKX)SVW<;j4Q7L#7udn#|SZMvwu5id?Y;DYw z3?w%RsC*l}Hhj#Ef=6DJXh=?h`&M42AiCAT9K%oMyTK`^JDVLSJazelU~wR>F0^!;G?{v-vW7m%cgQY zxEb6yt^pgz#L&l~xA>+_R4~2>ehJ+3P4`glXjjmY=E!vvbM|-LMDp+=pDD0K7$L@D z9p2Rz5cAPBMew?zxp|Z|ul;<;>Cm^KD?`&mPTSU4Qca`z9!zy;!5HlY60NhqiC%&U zt^=M_c`yflj^3v3|K~XzCWX=TNKn@Yl8Z5Oc&6Tx6Qw@E{ec6%qn?xQjqY0R?rxK3 zkY~1cxo@WbW55(#Djt(psJrz`~O z89y0GoLAH3nNp0nCFl-rK!)cVd6(KvpN+lf5p@|H+pCyVo(7Ixm(Bvpo1eN#5(KiY z)qmv^VwBL#*W263qq<7Fo8g@VJRNNj68HsWda0$3sS)S~h<@kX!+5`UdQ1-nVBF?D*X-P1>cxt|ZGmN51* zTZtP87uoIX45kw_L_OeIq066;&U)D&>uv6->3QR}cvg9my;b}-k*EAqTqDm?Q-KA& zp?aX=)!=IzEv9EC)x6XaY0b6lgnn_aX@YSWUy~h6k07>#)36oUwZ(-Ofn?!*FkY$z z1hyDbp5IZO;FXsHWbh`=hh11dW(bSv+sJ4844!CXt)yCBUV>z!PrmBDKHlq|SZ}6R z^4$q+4mJjJ<(Rrqw~#r|0u}|2L}sh-_t81tFm^ZnF)5}=rkTb=h8&Jzr{dK48d&iv zIa=x^E(pF1J_nPdDV~ggb_!mN{i)8tamq7BHX2CMGqyL3tMUzSDZD`($10 z7%Uf%eIfoszHz=5{!jjD!b0S)j*#~%@4=~FLac$qa#f^&-(u6aSiZR7w_&I;%lOb( z%DBMr0;iI_@at<%2DCY9jyyv;BYJ|7ViT#myb)aKclruA`yEH!TnG*Y$-V?<;|nIb z<-i(=fkR(&Xw&j*Ub(W=DEP#`9Phy8ZSE`LFBx&=LN75j7G`e;=6G7m@`xdaOT%SQ_@{NfRyZxn1+&SW$1`@68p)jaAzAu z=YRwE9H*P=xDIbH<;g=2rjC()^!Dl#`Kj16m=Rd(@9FpX>jugR-GVXVSZOC1#N9FJ ztB)+d@d?TB4O4n zmjgdNL=S};O{Hcc@pA;`N#o!Z`Hh|cH^5C`TXe(8vjlls&xS@MOmRp;u&q!TJiPkw zrJ4XfP`voBv{c>+##VJqQEhNws|p=J2kHyn!$2;-A;*wzOhB@7f8#;;02hFoXBkOB z@6tr64di39R1M6FDD+%i^+mW6jgeD%i8??Xq5h#eW1WU#&(Eg!(*IF6Fa=!+x3vbU zS8gOd0@wb(z$^GSD}gaW$KZqD9i)v92R2_(?F$`YI#C0uYdwI|Uc_8yD%Xm?$%i1p zcpfq&mvMF2Q%qsHAvqsfE=H@Rc7}uLOrV4RU>a`5^tK@RknBsHr(WUNDnth`X}$;! z%228)a^|Lz5rkjct^Sd-r6}B$hQWft89^7S)HP`kxDa7#4RlVOw8h#vtsK(m&gfqF zT1}?X=}@*UR~N`|f5U!5Jwr$SA-jzEMtvg2Vsm_WO;RK}|;ue+nnhoyfnm$Rrfux;S5YCY=TwtS-19{p6u? zZRLRSUfGN1qqSZh=bpk;0zDc$=6)Q>kLG9dHTe;I0ymJY&eXxqyjr(wRn&1n=OUFD zB?bR7Mtz3-yzN>7?rL#x$PdAl4L*#_Cg6ZhVEqZ~0;+Zr*4{fHc)H|Yy zo`$}3De{!##SoDO`=_$F0KL^WvAon-5~TIO`}3%8)KDY@Gw7WDq1Q8Qp+;EG-Q^~8 zZMh?C0J*?sI+bjNuJNtRTx~9v z(}Dh#hL)iilT9U&qljnlBz551M;;`EvBv4 zR_axtOHU?aFpDh=eEU940#Q0ZFQJRT&Gai&fUBX8J*c08Pihgcx#P4f^(-=!qv3!0 zg1m@sV-B#H{%kUM$QzKP{Rh+G(KJuj1pWwqFOdN!#|C&(o+}(UN@jVl6eXpIUBotG znAjWd%OGt5DiW={Rz5)i)*n3aEF@o+f&<`O+6&yN5z`mb(joLK_$8Jkz%byxF*$s(|M`2V6cyZx_%Gxi5tNGk7o)qwZVSb2h@5CQxj{sIaurckg4`d zTcB1_WNDxHFxWa+0W7yk!TjQVaiz3DwjrN!De#oP9<$Gp6B>Xc;Zvv#cYvk3SRVx> z^*XrK9H9VBcm|yNyKaK_V-9k3ixC5%kS&N@$bw+2UIbJ3bUf*6wH0P>V6z3Xl&%C@m4JVRTN;*!L zyKv9;^KH5y}iN@%Sk?5I>Yj+g+ zpI$wQcn>eik8t5EKp(^WWecNXzp2MIWhwR;YHc`khAv6pqoz?MkvUxr%HYYsUChKG z;DaJK0eyjH#AxrK6x@WYVTW=EZj@7$e!w?pD;<^7%6%jS=Yl~|5lDZ$I#|7=`oYyc zpoKzB^FaRxs7+DKW-kK6s*H}X6|P7#YA}@sjpQr1+;emy?pIHoB@&={zd`-LpY=eJ za9v~wpiD$+?ZX*x1yXiJ@&?cyirfp7={N5EMkHjWssE^c*m0;T z(@-r2YB)b?Hl&6Ahco>Ybw3m|PgOy+m|} zhvSvUL8rVDr=qReHZ4s%4s<(B+l@3{0bhQgaHVkl2I)7kVuJbyupm>BPCE^gvQIjV z^xm1k87~rM+?N#c5l|W@`IbCRE`(Q1GP#Z%0^a+-a3$?ZM&l_xL5w8|6ZcUc2ExPC zi09)Z)F`90R$yCn$J$tl)qPMq2A%X9pnz2|Uw#aRPagQbZUf@I2v>e8(G%EXXW)Ky zpw4dzY_SyZ$Ra=yi{kH%fYWn7qBs8LabTepu}1a(i!orBluNaTmcau=?8EYO8c zWI6ITG}$8w4ztoJU@)`=cG(ZLX1BfymG2QS@_YIQAV`_eyE0!V6p0_ul@Lk%)K}=skOf~1+!;!@g4<97@1z>8ZXNJhzG)wEPZ!{ot(pfM zj{}$ppHuT-Elhyo(}O>K{Ws-WkA>$zDz45zVlVF7RIIR3;0^qs9)L^3(SG3id#GX5 z6V?<;{otmF2LWU zAvBp?$V*UvbOiq18ea>L2OYrk_6HdB9bze-Et)uwYkv(-_d>9lQo&W(ryWA2?~9D% zFfBy;1h!xXaDNAK>lfnBoLWQR?bnc*-4$0g8A$beRJ(5kkJ?cJx$oWKy)+zilL6#x zawa^lACN~-XD?!XO$UxG6JLnOz~PheEDXX=XoYoA19#u@6kc7{Aim;K5 zk&CQ>#=yKJk+}l03&Q;HBnA@5@^DEhIOhIlZGgY5Y|;J+lnzq^-q3bW*g=!(X{FYO5&FV?6*;0O=l@sSGc zQ!KF_yT~SVA3OfKqdb~enVpY0{oo(hXI4?)@gD0CE+QMAA&=?&Y=CX{SGUbxp}SKu?(i0@-%A=r z{34e^VM`kXV^8x@%Q)*)tKTxta>KO3(3E>f-PI-KQE;@cox6=AE_+($zCS1aXqjho zRyZx*jRB*yLmfuMQPt^kOgvi+%Af@9Kb$*N!#1PIG|$w<)XDgqcd#aU3=yq8m(!6y z(m>1w4~}>~>kR zGWTU&&iUvtdYbqv2B*s7wL$n~7pX927j#y`;BoeaOEH``#+iDU`fhuT1K%Gy{~26> z@l!{MhfvW@5T^>i0u2O7=m$;oGa{SWV{n=aBSEcs*w8Q~G$eGYUAN3P?c=}E4q}29 zE324U&v2i2_;addzt3u#Lpr*+D0r8rONm-rayY#boYaoc`_5voumivl*~>1%gs}oU zff+^@2T!Sj`W*g@8-=QY#(|MS1K{Obbw727>u4%wO|w@DCBxc>389{l(ss9Hsc9ph zhbcg|(*EY4Z}yCGzRO{Nt5$rk7Cdab7K^l~$gMnZP;@`s4k30|$fg@-M9~HHn*Qx^BG~vO6p_JS5_H`0TLt zA^mI#<{pMg%orjIxj;pIR#!&Or_6W1EBp%m74xS+_FPB2w`Z`N`kBmSvkhlV$IUar z^q6B_Zpve-3M@2%FUJ*ymcvLb*RMg_9xnKOMZLe>K6jFLm){#~q;4V)bN$Ur?Q&S5 zJewokkx`MyA|`}wvX8c;8@e%jiOOop;8Jh4Gcl)Aruu7ShBw3UyL{H=+=`yhfeUg+ zqBdhjHr!`ZOG|=9Fmsl@=Dz0hruoJuh6T{s$5F4e&GO>lSAT6^YtJBelBbXFVW5uW zR->rr+*y;!<_rF_K=?ZCAKURO?fn*d?pwYsOanL$#G3} zliu&}V|gM!(`zx!4B2K2?yW5xR<_~k;pM{$hm5tR8h^7SJwO{TF7_AnTyiMcQCVj) zTV>DBE#>;|{UE%O-|Lm=erzb=V1o4^p?Tu*|hh4(*S6`|!{e*&^3yUp;>+{-o~WKQURq0>SSgj}+XvwSmbVRut2 zwMU{Upn1x;{JGIN`?5>qdK_)sw|$L*X62l|g?h?Vfp(-l^f@&R9e`UEgAag>@65I2 zTC+##7%G}5puLnYi+6?cfm{B={mgdiMG`AN> zZ#QNwW;nIM;wnZpMLtzMXfh8-E}(`z#l0dapHv9FC{XFi;2-#n-OTOb>DS9T-BKQD zUU|8H=_W*D`C?#^_o=f=ZpZ9#S%q^VolQOQfn>QfF_*c)-#5O4;%bsHg}=%4p;C!2 z+MWOFEJtWtkTWuv?2b9u8>%Js23_hZxC?#;2mTDYrx9SO@|aA`r++Xtxu*PGLzHP1 zI2SdS4wxo5DruYv1Ft}Ul)j?J0m86O}NBiV~hGbEUrnP-?<8uqa3sGFK3 zw}GnFA8-d&25oW}d=65mFU&6Z3$5T^@B+7)okPoHBC!<{^D4@DD0)vTXVf#g3us&+ zexY%wxtgW4WsJGJX$9AW>ZYZOr2nD2h4Zz;@9O29C~Q-vk+s-yhEUUJ(@5idt`EIj zUn+}2Eq_DrJx_73>T?L=r6F1>RfLN*RyEJC46!C!7Ml!)4s2@*9!yG>SUuQ4_$ibU zPsp|PENTPCnp#*=tT(OotuxGJ`Nz}>Eh`x7`{PP-e0ThEz3|Qq^4dMBG+YN&^H9{! zar_CI)Dxxdfy16Ru0pPTuKAu^|18m`{-m1nPSX~v*A`=cZjCkntq>|SdFlfZn`*GWHp&s?u_({m;{dbv~l-DDftf@@>i zVsTi@T8Ee(b4RHKYN#0I|LP8NaX>T`T#x;7cj6hd$T+~V-FDqx-EOuPGR1H&$Svvv zv7PV-&-1r{MJ%e;BuBGLjrS}D`$+q1TRUsC$;CMJxl)AxKkRo!a(3q?xpZ&3*g&t% zyfB2DyIPi5B25`wb9xZ=i6#NTQ`3Fi)zv-8n-o|qeb;u zrLwU%)13G$4+~BT6oe`}PQ0S%#6fnI@sp*b{hocBt$^j8A&q{imJ8nW40SBad7Z`P z3~~8=N2J%pJZ`mlq3xxOv28V%=krh&l@7l3u5&pY6P+Vnc5gXhr+ksP#lAGIw(brw zhfWE(W?N;h$uFkbYyG7R;cno5;AildTum=R*XLu*$<`G61p6(k*?gB9Np_J>`RBOy z<_ya&lYJ=XoO`n{Kn-P988=$(~8EP!XBxvJ--Y)Bodo#yJAe$skca2n-ACuhg=WYZtrdFXxhZRq{isCl-W@3`Q`dhoZFc0e6F#QCE2>xTEM!|)P%1< zKi2k1#R4-u6`Xd5oO{Gs)N{-qEgvTGvvxy<@rBXDFK22Jy!<^d*t^;l>73_$h0M(M zVhgkOO%={;aTmW1xPli@QmUaOh=nd41f!(^@z z{Y_t{D8cdmIL|<5u7gFQ#!{~=v{bi~=iq{p20p|%dYN8F9xWUM`raRi_Z9E*fM3K( zn)pLsw*R(2PoLUqv$D$)^bT~6U*pyY&y5*&lagV{hcjmgIv zyy}9L{bmpAUgw_gne7`de3J(g3uq3=#8c>nq zQf%)Z`PUQP^WGZ@FHw*Bi`)o(+)XBnlJ&ZZCUo>YbYF9YxVw9v`t}MPsTEQYp=PT{BuJ-<7s0fQz_FMs29r{fRb_NSqJp<3pfW@H6eUBC(v=^Ky8rRBzV@h z)pNr=(9_x1OUNt#qvxf!qT`HXKTuEgP$fgS;Ctnn=o#e=^^XxMOZ(v$GZUw#7MS&| zhMH(OSm1TJQiiL>(qq`Q%~ zcHp9TO-a{dFlh}CCG?Rhp^TM!ix+YF-Wt3fEChsWKCo86jYou0N-7D9SW&|DRHuC$+`SMPZoZEm2=U9Hjf*pT)iarW!hY!hd=&m@u-t&!{tHW3~Nwg(ysGlRw9 z1&|LDy9mtAa^Rx*LLMe{6R!#yl6immp9dZY2gM{gTP;HrrDiif*n`|O?hHGM8ASae zy2E#}oa+vzNXsDW0c(u)sX5v-fv?GwCTnZOm3C4yadq%ATq5ql%Vefp zRk@_Zfg`&~IV`JEQK=BzbZ-b#g*0J!@U(~%kvb24sb2UEu7#?$1fR-%XL*Z^O^^lVbAFk%xqjykwv~N8_7|enJdF(f$4mh ztzSPj{p z%phba_a{#x5p*<>NjxFfQ>*BInIh~!b}A6S#qa|<3a6D)bS%|?Yz8&BQOg1|uaLX| zdi!NkwzNv_tt^Fa`An$6Tyh)v9o!Ybl#;H>XO;Te0lh7GhPnl3hBT=0-ZGPz#>_r& zB}T!?b`ECSp(G28vulz|6wZG4D%!#P}~UMcMG*0 zS`MbvpD{0Pfay_lpl3EX9Gl=AcvvliDfV8V_rHiFT*F(y--p6`^RIJoJe0;16-wH% z_MT%3z6_I+CYUtmhk7alv!!kD)4dPeEwBC8EX?bE#4+( z5CoFqet^IBMV$pUcY8R#{>7`>0^@`?BypD9L>ZyO%RxUr49NCKFhqB%5*WVWn5qeC z29R0s(+!r-&a!8*(wGU)O+gmd14NG8hxRsI%lBpvW>f#cm~9IR#Z>UwNOr zS^;991@zBw-`EI$kLmOe@WLk3QS@0V3ZKe`O@KpZBcsrm4~+K6Q8#!zIAgiqZFe9Cm7p}pXZ+*eIgf8ol0 zfZnhYQ5e3;7vK_J3TLhDOdIAgy&0O_EL@uf;Nd#)lUD*$XaHVpGi^T*g+1z0WWe@^ zVzLRav)h;@{vjHZCy*g|5-Ry2&|sbdO0W_;-4S99v~O9u1$w`dc&7d;U~2;9+lah{ zeq=*ndQ<3c^e5=P>d?o*teJH$2}I)_CaW`*f0XO;La;FIOYN2XK;)l8 zMR}f3$q+aYM4=k_D3RKWC%phB=3(RwOvLv9uQ-XB^k0->8!!MTDqI0z_gjIIbte{L zEi}PY@voBs@L$q{ce(?9yS*?Y--`V$1D+}Ev?p-+8LHk<2kW!dn6GQl%tGoh^S{_#*pxh>k=%a`j>X&w%s0u!IS?U~g zksiF~9blN`>fMlI^_2PmtRP;`hNknn(q0c}1(bux{rOKRNGzB0fsZ>;f6Wde=22te zC>~AU0LGH0p9eags2tDt;mk-O2#!kothE zst=^{v+v0iYL5CFIDB(`J@C|JKv+ItqBRQsfeZ9a(0As6HesN?nraSTprue=cP4D` z3O`QJY$mXV%0wsl7q_QuP-O8G0ocURwaSp;0$cwbvOd!>Hp&Pr68F?p6lq-_? zNI}n_N|6RE8zu7{-O##AJ#)Lkl`Tn@Y>SC?@QTY0LAG8msszLV$bvxcr5JJk80>B z;14xf>!!a4*5v|D+7^|m#{V^|6M$8n#HU;VY)SN5C@ zvHDc404nAxZ5}kr*}yrhK>Gg!-n9tKpG#U#Xsc?$!)c~EPFoH>mRr z&eImyNKv98KDiwlvMhoH#x{W{2~@iS@R2U$XP__3z=*kwce@r>rzLnpk8!o0g2~w) z2si_-V?W%#MEH-iLKPbhEk-Kt+(#`B@dEm=6ZpvkfP9}PMqr2O3xC}~$b#-nkU&!R zq6)3YyIcg7ag?49r;e#m6KBBFuQX~C2~_0>^v*S~o~px5aEksKuX-9!g8;?q7vbn9oKPZ92VV4)JO)K_ zWpWOF!b5n~&%itXiFH#KcdV^u21Z;NpW_F*vu$8itN?>y9h`LM=(W+04A9HqX`PK8 z@elCqN!Zm&VXf7`>%b8et5^dzqhQCVO>yKHJS}2Tz|N z#Ae(XfhYrI=Qa49%%xOd?%TCcIH(-PzTaIhhQ#;VR6TSfoslA)j=AI^WuQD89!W=) z?(o)a0;c&1DjwcskI1WpU7vte7z5VFF+2&Ypsaob2Ini(!-Lper-L={9q;t2M(E3- z&+CiMcoZ17FTiac4dm+is9xrRN%rz`@hxLf@O4saB3 z>bY1EJb4tmZa8uXIwBMJum5Kzkmds9T6kv^gJ!22@kgJC`qD|0!9m=w71hl|Yos|i z;A+yAdW<@A3cK7R?WOh^Op9~+dNA4gk!{HHU?V7C&U65;YbsXdckC7W@N?a`V(aw( zzyPVCkHWgXhi59DNCaEuB+|=b;b;BIkW=o)d3>IjE~%jz7h3;YTCqpy>&Qyu+3JEJT73ohg2H55;EFLZka z(P>V_D*uT3@DOYHGM@i4SX&hGFOtEB`+%@+{{{~h)HKvoNZCsG8=hZC5t>;sNj5*q5|U~Oe%{q_S2-VC$gzh1+gwLz$PChRA- zQJG@FNSuV!XAT|n4&^m^`44g_wG_0R9JL(mvP9}5R%QoXf+IvPts`_!vi^w7p+^9l z8p<@M8-ev+9EkaHFe(R;BdD=pp*5x>sfl=J6Lm>*fiuNxk=Pq7a4>ic=gJ>ivgTC_ zs14Dp)B|HS1^$E`f%JX>{~;aMc&&CB9sOy1nrw8W)zBkd1P555`h!o*(*x-?G_Y0b zDfJNyDxswO~+a0Hsj7 zpd=&(cS5IBOWmuz(GL)t$V52uCF9ARq1V+0s-Kk~YGFKqH>u|E6uyO|rwc~j7z%&Y z!_a4+p%wtOo(Co%l!{C!_l&E>H{}F)C;bOc@@cXxxO^6m$640d!qv`G%g>9u)rq9e zSDe@>+9<$;-wuRQ7mPMu%s1ct+>yZc~UM4=1 z3#dW#NJeHh0DEn1cxg;GJv3i5KZ0T*FO(aF$<4ASkm*q!R8DHG>>4rX?uk<*VpWenU6B>T1%=LUv`&8viYKAMThrc9i39A&H81p{wgwWasUQEg^{B6*OZlAXN z&~lRH2F6X{&0=O1_z{&9?lmY{0pW=2w&Rt1i(n--@^dVu?M-c>aWu7Bdgn{@s6e4! zDRHdRdM~1Ez5{u8hd;7jVO4c#u#x||UkUEiwy;^|lQ!K_&6tl3Q3g5hW*EOle~bFn zHS>XI12xiKH=iZCY2=2m6{ea>mcyDc=*Y3+HVZCmL6(0SIwY=T-iFvr!`(E^k24tf#eq_8|uHDjJdx6d=#vXq)6 zK5+k=>&cnq>L_&Ad-A1hEkluWXgW&$k}_QTejoWB_&)T{F2@>w6C%yhJ>pzs(}*@9 z+szv&EwJA)IlFw$a_4EUDt%_ISwch4ht9OGH-BT-X@i3<-zeVzAzQYRHTfQv6SkFB z(iF~IQzrzcdTI9(&yT=JwLJ66SkOK?EGG1u1pg4_C9Z;sFKmCc{iEosuu6V>}G#1XDs}c-!)3{ zu!U?J!)E6h5_u)$2w#c zZ|h6>J+|FpPs4uNPndggONb0HDsaT#OgJU2*S68Q2Djxk6oG3@sr*}dn)+K<;G66% z?k(w!@%IaMQV+vJU=VYL3-UDokO`xvk?ZyAN}5yvT9N9C4f^87NQEnp?`vT7_0-NN z;c`oOAi|dk`4peED|$2ZKMkq5qyy|v52i4U$u@L#_9EWzee+>Ux>Ypy;WMEP>8{Cv zS?)5>EN-$lnMeL>HG0A#E*CcCb-Q@1bk2@1c3@(?e=;NvL><)g1;Vw_H3ONj^ zYjfe>^-Nx;S!fSe(G+e8SSVX>%S6LMdbOUbq)0u3KZLx}aP^y>N{)wTYHRi*T?34Y z$-r|hVr+0i@RfK(o}%uUd8C8t zZt4oR-Eh`$jW5E-GS{@!;4t5CZ%=O@-)q07>fLtAC{ry@M^iyAP>S~XE@dg;Vt-x1n1x6!B z^@cC-0w_K|a1-Dnq42SI^6w)PV=YsW?nm_`x9dF4@d;XKEeg7_{O|;NjVabGEkLZK z)L_wETNwCEC2lk`oJuAlwf=B#wBVeQp`S%ZkxG%I zUoD|n<)Km)X|j}G9YA1C&OP8bctL(sj8;AlDseZzNT zF6@T)#Tf1b-@uq*2ykndh15#onl=sH?{K{#dekw@O1SIgQbl#U@-ukD|J75??ev@p zbdVmXCh|T~PVO^JsRX^9dKpQHGsIWY0hJ>ns8UpSJQGv&eacO-3VO9$!6r~MuOL#9 zFII}T@w2(p@D~y=r_ui$-ahG!^ddYvhBdvAuzgM8l6XLiZCN!0pVS&%jgB13m8FOtBi6Hnhc@ zbpTlLDVUE9`I|$8#4Q56YXi{)9FVS1J(YvwHpf^neZN6Az`V8~&fxKI6^?+0syRa= zg{UD_m8^%Px8j&6^~7X-ywU@{bfXnF-01SE)zq)h(}0;MUx#WgMc$@7QA^-_QUltK zp86A{s=dPOwwZPfr=?j`HY$G>dyhQ={#*&NtzHSKPsdeOKTGsP-di-h{abOp*x7U) z^0XEURbdaMxcXJ=M1G^%Fawzz@V@Fy?$al0kKinBM*`trbg%`p5V%AVvy>`Cyj2h5 z$~1s8KppwA(gI4XhR`^*)i2`vkFU~cnVJ*1Y<8o@0y2`ZZ2bTP1XvykO=g+lr#rqhKmJE#Cwd0uin`3fwbdelnt zEg0n_&UML{0M!FizoX7V>GlkB^BLewk43)1LOl+1hGgv$vEj>1s{GrW^PR|HS3SL zNedtmLvgR~U~Zg&{p~Cq-a258(iziqGwFjKrye;5)2_qhJIn=!pmJ5htf~W;!h?`~ z&<=R~4}9fgpTl=Eg?dQj*Vn0|l(le5X#%%;cuqoP+!`~JR`6qehN~k(f%imS1?RV1 zIRW}VJ7zsAp-XV%1pF0$uRU13r!fi4BI@IMZNT)p5|XzFpb@XYQ4T_FQbgZ?Sxs|b z0uNNDs=&+dI#B_tiJ$oQCox?LN4_8C2>6%q352d;2h>weU~m6n#pDMTHv(UOQKK&K zBfg4Er7rN%-VD`fVK^M0N3Gw7*+zFbuk;7%cSaWB&yk54M;4y9SzyUy;)%NQ3L1>> z+8HQzd*W3#f&+Yl8V4WoW2p80u#O!}8mq7^xv$`TK7fjN0Ptbk-;+D8wUe+T&EYs$ z>l9(oX8|b}6v@P03JqjFx4SM@4 z_{oEy_HVC`f&aoE?vg8TEz$7Ym4I&hAG`x2;beG+Y{Xh{vCRS3a1TC{L|oew__x|n zIvhjW;MgffIFRbP5*VQ$c*0Y}LwxshfvRQT=hXR&`2n~1h2D}I;B{t0iQkQQi)5Bt z$p0AwSJ6U!E3nbc_`L%EznoqPzL$qU&>F+1vkr*vGySV($1Y`?YKQ<&L9jl-#bDA=P&{SH=dsx}e& z@pr(D2jR-i#AI-K^Po(Bjda!)a0Zlzw&5M{_)%~G{Dzjh85qG;xRXQl-ugOVNt1!Z z9Ky9t0wUUc)7biu1jptjDhH_iF6>2P;a8rG zgq_dY6@4!D-Q(ETT<9ciNL~cGS_b`@1K>Gdj_cfsUeN;F>tT3)>%bFJ2T%KY?Ao)m z3c%Cu=)>Td`Ku*}ghMDANPTgjf6Fkl`vQMFLX^aJcm>~HU0{+Ej8Viktj-}uKe8*{ ziC=;D)+UEyhfme28#LZ&M=^7KA>xT9l!eR#GrSY5b6X&;W3^A{5Gl};iLV+Be0dZ6 zN!N_Iq{Zlhyro)r(u#qJ`GPm6g70J+@d9@s|M1PF+a~|CxT}eBAi#iD(eE`mpYw_-ZdyS|A zoRT8O8Z*f|@OXbm3id@}G4_{_SS?AwWgh^El*wDrRLr1~uoe&KSB&~N_cVom{2h4> zE4DqgLeD2h>h%p|SZe`5Mh)ESwi=1ID?EL~IPj_I=qTz;L>TAE@<7FRB6IILcKAh9 z6|y!tgjzy0BJTld{sLwyg&av-Cd2V2NkqcK0Hdld5}h@Y*r(ngE`XVG;#oH#0me*~ z0xm4-&9%$geswGHQFFs_iw;GyJKR)-(U2U9C#1je0PnHFm?y*W)=M(JLrbQRx;lsa z7pvrxVM4#_2)y;z>Sd?`^a&>r$#g{{kQ#vAq>EIh(v-|pzZzC*h~9~LNnB-mk^=dR zPSaGXG<+<}kiNSd*(0Axq-i0+V5kzU*457_8Q^ga5?z@)h7U~=BhivM4o#^06nO2x zL(Hf0iCRo2;sBhrxkgj6mtGqu!CH7zR;5BQJK3>Q#Sj@<7h*m3*Wt!@u*Ejy^{zDD zs7;I?>S44kw?@7}2V*cCYysp|w5U!(UcntQ6U{=UaUZYiJ+L>o)a#Lz;bkk(&wwe| zrAH8{ID78a8zCX2C%$dgctTDEPqr5hoTJn{dOSInE+EGcFELRsAT?b#PNV0sA=%o< zggW`Yv71WN_MzRngKE_)Dg$szn_+~LJ@kb{Ht^riaBMd*hM}jSol%C2B6=dNBpn)w zill195M{`wV6N`LYgUQa2tMHpfwo!f-CK}MixP*)eYbZb;;7uc$t&J4+@H7r ze&k;uJ?D}3TnW3uRqV&-!QeE4XZQe|nWykJ`=rI;-4Lzcf+O2OmV{rw1141s@0gQ@ zS!)B%eK@$P8_*LZ5!a{&WTH_Lcl#=`{uY5_YD$DqLogrGn7os*PDaBEJRN-gbfE1w zap#JWZsHxDppW388-m-djq})2Fwlpv7epfSzlE_CC-OM$A2g^{$6M{BzKxg!j%O#> zQ9C@{#W3gZ&`iczeX;Jw&V~I3Pw5+S0Wpi@i9oUgaf0ZDXDtYMmKC7@p^5KcNKE*i zo?!x+3q{LKc;|M)SH0P&LA=CwYyRt+#vYkY9f5A)1#}rLuu{wE>(NObs{4Qm{@WN` z81v^>IM~pKhBsGZXhE7lK`;{Y+)hjZ)!?(6gm#NX+D4on2VxSK0Y_RtB$u29KlBhj z<;RAG=eagk@hnWIEOaiF;GQ#s<48x!!!hWvDgbq8fVW9oaQG{TX4GXk?B;C^w0%)~C09TSBKljl-2`0T>oG7#^iHpusN!|VJByS)dF?V<1} zPlhA79e#3IcwtL{3m%6jE+1#FT&VbZ>8G_-IMrVTr+gJ}){=0+CgUvI1>KzzIkc6jXD!wX&-6Uj)u9=Pv8&>FnK+R4Gp?7%nn0cioX;abi@OYtYXKUQFZdx(4e z)%bxmm!}5-9eaqgN?V{lRl&F~L@#=Er1nk23>;t##LwG`YYQQF0G)`!8U8)4q9s_r zSokvAf}f^vMsEV$bOAioeKC1QqM2t+5w9#wQyE zJ<~Ky0vSfO{sAhA9?-+Rz%1MZ6YN5x2>iANlx-qr%ZcE;$6(F(g6hM9lh9AF*k|xA zaf3@6jU@Bwm=Z2xw|k6l@+dr%b+H=n!kH}L$~Oa%ng*Rg8)%XSV?FG~)VLH+E)RXg zNKC{3Vv4PYGsY}rPcZnWG1waxK}+?wyE_?P{3!6SEOwXsc-B;)bN)a{eX%koW9rl} zJM6)P9EqKoH(tS)o`q@8hDkjipZXQnbtO!_-|?rMz_+&q_r`_);y2vSub^%ifVYeX zpEMg2d|B*o%Lo@Cz^%Fx6W}(?!T*qT@peqYRc^)ltPlOy-`w;}{As_@{;?60&IC-c zf72ia<9(X~UfzT~xE2&10$s1;6q-CJ?0W7+I)P@ z5WESy5b@Y+6rh(4@$FqSnqWrVW%ywyo`c=C4-zkL>zif;Y|x?0)lr0u=Jy=PNah6yBmCY=qJtOyMXXhF^*{Xx<g+-ePnV(Sh?;ovqG;I{5>*j{cZet5M?^i51Wb zdk;$WwX6lXbZxK~uEGhmGjcCa(J?@D7SPAgL@*8a_9im6?o!e8E#??If~(0(=v;E( z%)g5s4eq=abT)&4QbcJz)iO$d?>sjr-E-bV`sYI6{Z{F^d$_lXvRrKqwZSap2xn?V z|03DMJ8~#}3b}G~xINqk_9@)nEHJz%?5&-NvhZ7P#!tM1e%C}Kvoyo+9I7-DV@4s1 zX${w!uPz)CY6zF%iFk`l=NCp5tsne>G4B2Df83+pHuM*^@HX>?px>#aX9&_j#~@2> zruT#V5GjX$h@L>tS~7j0>|M{e=qzO9+(VB{Is7zm*E9>9zX(-=+yLcEYpnAqsGN(_ z^_UB2-CN4GVoR{?SUZyBd{`?`?H9lREt~yAI>q?59cK3HRnp#H&=`# zz(xqP7e4iYn`Wto0!}MukUBtla91+vw#+exf>-1K{>?d94|T~|#1vyL8ehkukFB|94_YDDN~@(3 z?j`OM=sNuFzU@BbPI0eBOTaFfgMZ+z``F!5|f?h!hM&OjZoi@UFGClg9p)JoMU_OB#zlD0w*$F7j=Y|O##1dzdFM^> ze09%o|84vH4i zZ;ZWKdBx_P;J)S3oyDBVj+V~1&bh8U7a^T+Eq2X>hr>@g2$Xat?o0tylJ1C>lxXrPSf2^%OK*(3m{b=(y{>Z)a{kM@ZsGHnmQ?gL+;R1m zmbxo>b@{92F*d-pa*$nz{PQ6As_UR7x|+~H_$XWxnhPJWH=JjOF+J&W)FY_gBFHu5 zPT&@2pv=sH!gm_>gc8Uu>WWpk0BHFwv@q1AX94+suQgMycp}_}Yl&;UGYsEDx}&;N zaRfWF9BUl9W3zLTw9&oBo1~;_{}Ln7Relo5Y_0i`!ddZ(co=EuQKqS;$KocjmN;CP z&QIXpu&In4O%@Ej5v%a!|FcW}X7kR2ek_9;1h+v^WTD-rW1%GbpqJMSd4gwyG~5;B zdf_bUOmbXx>_Jn;XGfAF!BN3^%UMR+yVkX)u~`C?M1maUTxT-{?;CZR{F< zQz+}Hw7k)+x>~qA&T7szj;4+#4vWL)IEv4|(^1CR*Y!nmyGwdgB+biNIizql_+Ue{9B66XuYF~=ml7X~|CI_!?Oj;+o&E|Z)0jPh1g za@FVh9;DLiR9ogVJlMX%Q}M28k(sy5whXo$#9f$UIwj5#Zt$^O9DlPzloRSJ=>42vG-uMQmC@a~xxn%kM3SPP9z1I0ziA1}(y zMr(B}Jr=$W7Cg&Wyq7y+CvqYWWC~_Fmbi_C@Y2Wz9O~`no+=HJhPie*OF2^=^BnUX zv~!U27XDh;6(#w&%XnhFlH5q`t~vD>;88WH{>&q;w(vphWM(bpXf}v&K2VdvvnAMdK%8EYq9GE;0-YfYT-wiHXp)c(Z{HQH-9N@qLSh5=_!I1 z$H&rANpp2_Eq4xf2Dwf<+d4lxce@IZ@7cor$CK@yr}Tr;dY-Y7SV@gw%Hs-rP2$VWdB%`evBYmLOAW6=t6^ z#0g+=-O>8@S4URaQ`T+4N>p5=M7b_vFBs*Da5Z%uL_WePcQH?UNwR~!MnkI-aSRCF73wmao4%eS;O_8tDh7j-E=oX z6UY)YeU5@s@*44m`cD5r%J(^}f=i}R<{Rb*<`?E1v9;1=?8pX|o zZ$6&B3+8t=PE|dDpwuw>>gSDW+Crl(^3D>B?fMEM3XIlQ?JGPbX-JAef~)#lE&%U0 zTXo{?W0J?qo8?mS0;P|4kUB`7q8Q3`u#DBwzx$dL=q*S?ZOp_Y?XfQ0a5L~WKF^Is z!{$P~@kU}#{!0Hws!9)P7fImsorN=GD9$-ujE#C2(F6K}UO>ewL+3t1pQt@VYTYZf zpHfBZiB_;4>QOld?BhB#lm#iV+6r|ndaK-;8Cu_w(4ZzD4W=%Aht=rc9FLsIZ=8u$ zI6FOvzeu&>-T|X}MDGSx+6!v$N#LkMv~f5aepQF**VJk{4=nnK%HXf5Y9#i8(#VL5 zFvdf*I}hJQb*-K1GCWFKeJGTt!;OYOu8QEiyaza*{jE z6=C-w$utPe^fvY}9StppFMWE)TM-?I(0kpkl_(f-)if%Awa=1&;dOQ*vl;Ph4xs_B+S6bzJgP^1t&=l z<~7v|El@$sY`%bPjzsui?hd+!{CS4{!2F;tkh#a}77fz#lom!He(rT-NPfm?8h9AahbAE0-+=h- zCnRze*3}+nD7A%|!}Xyj@+o*0isKCO4t+cg*q-oNEuuRCxnrnZdIzAG8QNwfYED+a zp=+&zwhTS;zp%=C=4S-v z`U|)qY8yqFvqlpAoT^73XFgL4ITJmAmykX^f}c!xLOMoAdL1%77mx#?ZTe%>0h&D7 zct$jUd*ruqTdAz~R0n|<&V-+@ruI;MqB=FCo$6oIlKK;^5AOU~B=)X=?s>JoQt1qa z@uK>Ge51_4X}GL9iEgM|B$ILG{Y@7(G+F?!U6h$mZ$lb+J?aXV$ULMba@(lF>}2G% z-p9GG71fA*U?h`IwUW4YR-H{8P!jaFDuIO6HrgMhGu%51)Pp*!T?21EK|iGBqXSOI zYW=Rc;dlA19WsvTp}@uN=mo&9?gJNj39fKASp?_E_CP6GQ_C=I6~@#VLieG+k)P>@ zq(qm3hq4)UhuB5+HwKXx;ibC`?%^?UL48780LJ7s1_8Z}(&~{Fk*oj9=#G4%WUzy| zz?4U6ZHQ~yDWd@1q9(>nw8VV|hmipE=`2v6z4}FP3M$kg8%haMHa>PDPe{ zIV2c)kl(i%yg?_t`#u{qS;L4X(yj^NRNPGwgP%}3phgoaPX?oFVu#%s~a2=3Obq} z>D`H~#%>Y{e;{OLF!6>$a)@>l1JVi)wOym~q z#@)zXzzi=LuZgSrDRPv42u$QSgCwJj$~bXH5VL^Ef6+tWvb$;6FoPU1Xl*Oe7~E7A zoE$BPecD~)1-_v&z|9(9wd8_xGgI~8yKZ76!m*VMeziZ*iR_IP{{;y1apJExX(y(* zP}@ zQ3zSBkC5tqR(HVR9*Y%q1RUXcV+C0rtamx^zK_WRXpid%1c}4B#*9007Z?mr_9w1_ zRjmj-E)Y!6f4IJ)aBvOMj}p`LT|~To78$55i4SB)-AaW*Nm7=0qCbFpoMC10jr0OO-2gc7--J#>?+1O%CAe5ufXDo$dxu?I5h%2;hIbF_1ikJGmEl-Z|uE{s+YLv++b911_`# z)C=Lb+ZN2BgYfrvz_Ypq&dNF9W_Cc=cna6q9%$_zq6PSa(pZ^q@Kct7jaoqVMA~Z@ zwF$GV8(3^xVDd6N-bH|kJ;3vli=PF5KG=x>^j}^9+8K#yuP@%5#efC=Kt_Kg-d<0T zbvp@27UxHrBL8LEm+LB~P zq6b*g1JDk3#53LyS(F?Q&Kf`mdt&eE2xPSbd?r=ktg&Fn^oRFz74Y%tz?dH!lY!R# zf@_ zp4n&rpF#?-Vz%L}Fovjw?{Wc@24juC9Q9nhvuncbN<%eOSw968O+Pfh+L8OW5h={w zzzjb_hF>cDE1U4&j{-t|2~SpK%8N;@;s0B`6Oq>T1R1-F=$%0F($J7Nnkir^Gx>BF zI@*`f=b+#jX=E#x(bk;g*(KF-Zg*rmw>z_)PUm^&U1^ZFCwhP`$zRn^dKv60m_Ess z^na|#kK{gcHHCwMAlikaVh^NutrTxzhHb|Op?fisf5T-%|F~8-j4sA?)B^o)zH*@V zle44!n?20c$L`4gkzcrArYqj_(^bS(%KZUa*+^W+JT(~efrB1F35JU2*GAdEDh`96 zxhi^i_fi4WW9Be-p7Uo}hDAqTZFImhKu|O>z#L}&WtwMsWF2ceZi=Li83b}D@3|*B zK#Jtk1;cW8aDg1q}{NE{p{qzgmE)ut7eS=M^OE>Z!0UR;4*-qFr+ z(HUZYp7$!ZZ(dc$BXMHiCpV<21Au(-f~0GpY(~@#8==J!0lg)*@SOq zBib_hl6NVUo==U%Zg`2jha6i0Z4~F(&0Iy{sGtgsOzSKsEelNb*=~5c?L-}Kmg8k! zt9+B=Q9)$h^W3p{BON!CJ+e!Zx-F_l2v@7GiJW1l^eK z4p#V~UQ_$1&q8+VPh-D!L!Sz_+X}So9A#3W@+!_X;3taymOIuFmg}ac!VzkXafqUc zZ|)e!g8WMb4;-)ZL(wWk{7onHWJ^EY$TP<~rMU4@n~q$^SVrIrvDbi{oF+Ph?Hh!% z$$uJyQ^+B?lG@l<03ZK-AkbUsVQd%vk=Vs_(p17U!Bopcm<>yWHO!iCR>l4T#k|l; zfI%JONh@fbyDPV;-PazQcRc?wmB%Bw$=68Oa5$yyA{y#UUd$ELHbxbf^@?mqegNwyj@ob_^v zLa=Ebo@2LZv1KD#CbQ`wx|yhIRFS3^w9IemXd#VpTq=0w$dpbZ%`O|>v@cM}bId`a zyzWO1pkuJRZqc3UWqqOHRiZr~J+d+$jgZ~tN3vO)ji>q&cI)26FR&U09Gt)C4E8A- ziq`4~h&x+sC;q(p<+JS4|{-?uLHp zt`=k@QR!Go%hZd?96d(;faHbS-ot3@Snqi%?Q(r_cZW`Hr~JU1rqnSyQrm&=pJ95l z)zE{Y(Tmwl!dYPs=fmt`RP0olz~YveW}9!BOIotcZ7rHl9>_i38%@&6DrSmL_)j~OGvAnPh5x5tXj$O))njSsy@{0f6*RqH95jtLptHuAr|6d9`vQ29ubWC54Pt}q!W z5@tbaAo5m*vRj!fCY6g2RTFP9S$Ei~``+-)MB3s~-(=ezF@P+BUV=StDgSYxtfZ8c4p0ZcV4*U6Ku*)=TaWzI~Om@gMp6LQ_#P?YDTXn{9na=T>C&n(E^pI0X@Ah%h;E?1&#Ko{OoI^LEL!fXtLU-mW@m@BGDT=On2F}n_Y8d*OcGLb;dCX9~ z;eB~duSfDu1{y!=GVR$S{5Sp?nxJNj!QxQ3d^++ySt~V5x#|vfZ??D3(Q}^Vm9iId z6t(ltSJGr}wz^&0r%r&9c&h#g>BJ*(u6YXg^*b=C8>ni?_rM8-Izs27F=G;1gg-DX zp)Fhu1#=Wlflshua_dT$VF#njsv~%+(cB!c4Pks&;3A_~8u>|kkzMwgSp!s{oM!P5 zZa=ARess?6+$H%n(N!JfYUAmujM2Li)xndmqo**h$mzx@eKPS7T=zZFMz4it_yWOc zJGCD~Idm|pz}5PbgD^+tKpnCj_v1U+3|zlXnBk)R!vq3>yN+w$hi9f4<^X?o9W$8y z&W`2cxlMc(zA-aEKY(^)r^MPXp@VUrIP1$P2ecni@mNBHI-Sy zl%Y-VpdhsZT@q8!H66p%;uE;eX#csxo+frETjg!uyN;0jE%}A*x~q<7g=f87LraG$ z@*~uw>2xI~gnA4F;~KP=3!zmYsd(ZuaY+9vpO>S+kl3JAsZBN{mcTXD5h|TnL>$ba zM-mKJU(y%??5GmH&tR$rwG{LAFseJNa;*d(VZU%)tO?Avworm^!gM#5t9_J~(suh- z$2`{$w*%QvRb^IPsXv4Q_vb|1upDL^2 z8dweWjgQ_8Yh)bqKo*h?Xr=cWQ-CJcg__z<)Td@ahkJ-B0KPI=a{}qBsU@qE;m@!_ zb!H`z018ZhI65kCGgXj_^)Ir=8Y2trGyhYt3qOPk;ys}`3rz#LTOTKn@!XTvxmd~9 z^%xlaTxp_rw){hGrM7^k>NfOs-SlbD?(~OZ1x?_@PO#pyaQ69(t9t-%Ll90(O$N@zi=4+YyL1R6!hYCR#)C2YzJpN$_7by!a?FSR$zn7?l2c#p6WU7$%QiGt^-?|n6P=5M`6c9fDur&&CbCC3E5Ddu z$j{(6@R@vXw5a8X|A-xh!~7X!A(rQ|@OJ(}O(N#&r_o_l;H~Wyy~924J^y(2gV`SJ zwZrSw1)b?J3aysJWH$myH~XP3>5P^FRX>E*j_*)eFVy;}Dezc$;RdOvu2v7@-|dOS z_y8bq&xml${3GaY%wzTox0!z<6z_|>@di9FiOhwEU z%wx=tFa?)Kc4Hh?_I#=q@f3Yvs%(-!dV)M#+_ljyf5zDc4C{GkZC5v`yEH;-iT1dy zXgPg^?6}2hHKdN61_z8f;~ z6mBxVRJbDei$}$qrUT|Uvyb(@b-6X(^1(dWv{A_6Zo!oUua4ecO-G+$gf!GO+IiaH z>$qrtZ*S*#<@n(AllqU7ceX$8XCbUhC_bdasG%fO-vAFku)~~J4jgTStF4?`qt9JGQ&L4v_SY>e zx`6)UL~~Kge)CGxXfci-hl~e?E=0nKftJU5-qM~>uz2p@u=yOX@#kt*<qo=56l1;+f%| zF7*T#9O6uLJaT?=odXv-)V)UPDOGmIxi@)cd5g)fMbettbQRuEeQn#2s$Pc~8H$T!R&;^lju8))O*A)S!YBpr#pRo&a%McpLSGB@1op_plj8UDKm zt-W$ZC0V(IuHvpp?n~DW;g<4s~q z%SSpZU6z_iWu#Wf(yZ-nhyKIc@>^L{N+}H#7QW66$T|^_saX^(-#z^YaA`m2aqg2J zk#ACsPNg%LFw7+L_~OE8v$8s4Rzx&akK1cKuErNra&;EvYw-^|Z zXJ{k~QU}Ndp6Bimu;?#bD_zB0IZlf!7HXC;E;lqycie-ZW~=JG=B429G${_HH+Hon zYGbtm@&Y5lE1bkCz6LzI1607F^h8EygU}%QiSHtq#qGEstIQ5_Jqu%*Xa0di*sJ0~ z?7lO^$3iQ91(=>B%;Iawx%=-%~XD9YPkL;s-P(siuvPOHUj|O7t3nxb;dST}=+t>@p6wl{FgGk;#6^m7$v?Df`n2?W#7*phWoWGwGaq-mVOZ~mODT!zM$VZ z-hD;7=}H8zKf~#94s_L*7D+p$w_vr~yMMW(yaVNYysH)|tI(8t1FYmG^kHQHv6~MM z*K2SoEY7|Tw8Qr1-f;hMMKRUq3715FlfUUY_FO`Y6m4QBvD@D#2tAS`xvgw(rZU|F ztp6)xzCJ*!q_#!_?!Vq-=nSIVbEE-MYiPcfBSoMl)^DU|kLRH0wkH~$h{xooauwx< z@&ql58__9uUfYYbuYaK#SO$Eu0en}<^bU0Ay<@ik<(bVp_%*^ttly8qDj^oV##!7e zZXjByWOK0X6_Fx8NWLO}$L}e~ zEzR~8mY>Ka(O5ZC8LtdfO5kZainPIn+7CE4o&ld80>y0>@?+wt-)JNZ#p$FQ8qta% zF=sA*cVGmx*H&kGGCQF`xrlvm3$vGL&D?;`bpWLR|1-Z<;Xy@!na!u zE=?1<>()aNa|zv!Yn9Q;e!Pe6U`gAl)z$3(C!N+)v;N<>*9Z-B#k9uSV$7U&ZMZ%| zx50Bb0a(2oKG2KkZ#@g7aSOCqf6xj!m3hWQv3=Qa^bAgh3UC%P5<0N*ObsRoSJi<2 z0L@-H6gtzPnjH$hYYUi&Pf#^iG`?X%7!Kdq1?VBWX$jbeMD-!MGmk5skV5*8yiIN4#q?u(bAVhLLS(n-d&*L$8N4`?E(3rD^xyr0$LK%bp ziH6$xXm{O(yrFh~krk-ML^=o)^Cqe`^%efkAHcomBjM`_u=Trm2S#BBxu|YMpWasJ zMLVJMbQ{uM2g~VlcZI<0bPGwdujFIO88}D3Yt^CRU5god4qRim!B{K;+P04T1t-ye z)C!yy*E7GEJowt5;T(U7@!}mmnC%C(WGp%(W!l30hFYo>U5OqB4>%9z=dVJzsL@4l z3*FQU<(-m&&;2)T>7?SL1S6F)S7w!|N_!;*S2Z5L{*&XB!Kzo?ta17R@IE69r_l^O zN!jQw1(yhC+6Sr?l!A@0MzWYtb_5&6mcsXB!}&I!F_?7b5jrZr!mr#P31U;BZ5#&m zZ~*ZfEX!OZfVR@kV{+{T-M~%t1stmi+WtnNd9b2dp!~+ld8)KTbNyTSlUx{Adr0lC zmDAV2$(V_D-Z5xjTnyJw0{p2XNtMJMr;9BZyd1wa5&B9BZ+!DoEXTbfdAn*e3e7ti9+5rxR%v$kxao<+e6pjINYht z(8fXSbVVHqbSY4sgGsYC(pzt7MR4_*(4Wr$!nhO6^56EqIq)IfLNaA*JgM#AXq!nj zpxki&l!MOrCtQ8o$V+4v8BZoa-}eA+)rO=BoZ=x^~m~Q2E)m^aAyRNiAaNa2hVjPSlsP-H-WW zCcIFavFfgY$qNV0djV(T67Xq$)|cvaaCcs4V=yc9(njMu`-E?$2>R+~Lz&YV-Ezh7 zUv~iicMtQ`4*dN6;2@*OPsC5SXinlhy$@%-8el=;=K$~LfulMSXRE3NoIh|VuK-gO zi*tHeay2@wRNw@Nk*03`bzH(p@dT)It^c!YL$C*a#}m>6ZV&K~V61xSSKwwIjoqgY z_FR9Qls>?t`wV`DS2)!Lfd?}Yukm+B{GY3Ag*|H$R&*z*^Or(jH3{CRA8;HP@C`H~ zc4PJ$gKy0W9oQ-AIrS4RVlUK~e=|AH;_hWY6E_J?gUPs_8pKUFN2-A({sEWlOtfc( zfFXXWtwUaIb*z+?`f=T(Ge!cK>|*efRKXs372fNuSam&djpr~0?}gUmAiP;czz^2} zcNv0xqXGE7@9^#)!|wbI?BxmSB~=-XRh6*Uokb$qTg*b!@pLzV+mS}<=62lmnsAxC z0;~8HXW4A+9JDz1kS6d@yMk{?#uH}7ez+H2mvgvN+u`o@s@lS{0Tj{ETyt7J3T8$a(F`YUHr$v{^J(p$0fMpHphO4o%}G!&YVd|+L{ z@C7ypuNsE^_Y>|1^jX>iu^CN| zd(pgBlOT+F;P#uq!@CjdxDr*4i~xF20nWc>te|N6e+ioS;P<9|3+-okmQ3NkpC0nHi!Y-v0)9g0Ic zU6D?Jg5E(jrE5aLvzBs$_u30=(+`MeFub|RNLj537055FfPI(^t}8c{XYvkc<-W+L zkt8jHnRMvs*g=|LW#@xcj)AIT1Ky5RmZ#@qq!HW1{md}(+& z8bVM0A76(LW2Vbx3VP)|$Ucz%CS_;p?wnE5M(q;yj9+ED5R_KvqJMo$B>$2y$=~u{ zWc17^pM5)zbVRxScx#dSn9E$8SjJY?zhz+8fSo?2%xI)wIuI_UvA4Zvtd!?^Cw=oq z8&TX=^LL*f0q=vHLA3%l__nkyO$q1}(mX6CWKPgp-*2W&YM5(nX3>-pzyHJyjGOfPP39@L zgKlAa8Q3eVZ)DeqZ9#p^i-~=%Us*v(XW}#CXC)TPOmVza(Q9p~?e{HUUC`{{Q$ef! z&s#6@$z(J2tJ~%}>s%|H^bXP*lJnU!rcbuX{_g??1kCUs>C@D*m=C8vYmttpX>*h8 zzbhqt`#m@1YhJSYKv?I$F(e@@y0AHXNMQH_g^X&Eo2 z%*l(^qpd}QTZhdG+ZY_;S6~{zbk-%$CFguQk)M=nE12raR@PAGgkP4iXnAVxd&(!n zvRzcc4UFMFaXtCM{7N>M>??K15wrSdl*s6i)v{oRGK|mnZ5nbRd~R6z5R?BSZoJo= z9gsNSSI4-VgktH9?diJB`aXD0*s;(GL1S$GLKCv1Jm1CJWAg_TG_x;vp7jo{?vd%bJ|gGWB6f)%1ROpXEUQtzVDO z{o(z?Dilhy^`_1{N2ODL#>a0?=#%<7ua{g{s2}vDaA3sJke+@s!~;}W<(O-={d#^{ zK_6$nG)I1JH0F5A8lQP+q4_8d<|rnHjKTY;I+e?=7rOvWNHXsi)5v13vsr!9dnft+ z*_N~*v$^{;GuCfOSZL&x!b-?jUn@PyX-=aOKE%C=4^1tRKS4J0sR8D~>mw(Ii-Gej zP1&>BDEDzkl>MW<99YZpYJc)H_su-O=ZDV{t0d0j4$^po8Uu-MWFe*oU%~XkoCj2A zAU#tWk=-EmUc#6-{a5+aNzM=SF8`+yZ1Jf@=Y?na&8OEoHl-~4bvmY2+^wW0xsSYd zetFP>$OlCig?s%wnl6$d@=@nbdo4#Z@bSs|cS>Uq3j3k4&lPjHeRN%91k^G95M8NP zOb)-;EL$m`6}BkLYi^=)GpABY^WSsh?*3|;+`6C^HPruo5&zQDqRvG&3>v_vNc+-` z$2IzK>_^(Ktn?PHe@U;+8n!nwzpzhmf+dJKt2}X?wI}DB3#K@2ayx@#8VDigWk9Y< znQsWM*>^a{%wZ&O2Dj+FYZcCzs9smc1e0 z&%Hw*!5vPds(7O)Q}=GgHM>gC@-^L{9Y1!FmC=IbLLa$6upud6u2R5Re0~< z3zn+XW$$`>yWB_F6LaPiH1fl@HN@PPjg+e*HdJUy#c;^bdTVvojmO6w!t;J*YPDqg%ywWv`Mjr<4EOB@SR_QuVQ znH1MI>3i-kc@g`?M=JC#taZp#zZK#-Uz7e?4KQZJ`Mz z_m_>2`cSyO-%Pr=b3tn9UrbE@*x290vsOs|5pJ^@y`*?n?->}xz1jKl1|VoCEm;3)$|7ypQ@jHjwM*$Amx>)24fmgoRB z=P(Tyd2TX!(^DtMH}!r}XmZK)O8K19RrnS-I#Mk@yJ(+~@77&pn3GH25I_It?w@tz zOQwH!_9yRKqeE;(rWH9Iy2Ph6Q{Q_aKPbC-R?nPA1?xPD@ssmGm*xPUrPiIM!+d=v z7Ksn1v{FVS*_OV@zTvNn|CwuB+gd5hE0N(R6EV((nR8R#Bwa~al095%O^vsP1Z@ht z9~K|vww30l$(M5$CVq{X`ZGSReyVOirymgO1yl~r4Q(BC)S^(j+~2jrUeo^AG148O z?WHbp0b&QSI+~m&a@*MxP?OZ>uCTM26;P~iqV237I?*cmobv7Kn_wL%{-%a|$Q)DJ z)s)JqLo)b0-QARmF;@;M72Y;{Sg_OjihS>wm|8uq$d4XBdn5#AhD&RR+hUMkdeD(z zI>2s8VVjz6THpC}_xaEATKGseB%|T$Sc9GAp2=aM z@O-bdwlMADHq$Q++1(@mMRxg&7pafa>gCLI-=_)R_hDm;mX911d|Eu@eUNeXSI_TV zzVD4KpL8nck$W^1Xw44F3u6iw548m}G1sST@_lCTHqcB<6 z>IljV^)K|r$I88yE9Y%UX%$~DHaWKH?|(A7IXfE@OdSIYg|CbF5q34;jksHPIXCC7 z%L>UpmG|9sN#oe^roz^$wpi;d>qP5ztJC7aDp*4`(MPK1pz+$oR4{e-S?pgf!0wk| z>tRJPUcB!+zmpBAi`Q8;WvP`b|vu^e^WThmVFKFn&CQ@7y0G+n>T#oBTMzZ5cu%nFY2Z(^$_ zOe4!EucX;7x70?yq4!}EESkSNsBB=2?Iia|`JQV|Zjw;+SGD-GMBl7(QZsU_X{=vt zkWcW|0DqgC87P;_JCkZktd~&icgxfcc?*;tre%c^iasxqQ*>hZrU22jg6t~ScV*er z3!W7mDM%~0>lEetL=GR|Q#@#7=)py&dYNhtvQ&TGBN^~vp1ggV` zj%*Pi^e@C{cBpD|yv`Y#F+O!y>iLYG_9^Oe#@ABB@0Wi>zz?50f=qn%wsDnq&2#?a zd?7j9dGa}87t=)G&CM+rZGC)AJ{C&@{w;Y;+vTn8DsBIn|E%D?v#O_@x{IvJ->^*Z z;{rPQ*Z29yG?6*4opV2R)N{I}X38PLAIi^OLWY2jJnjtDN$c!doBt(uXV#XC9vNXd zx@)k$g)8B+JuoeJVDK~FNBnU;P`X~wIKO*tWI<7BsjL&(Y;Arnzm40*Wsj zX`#2EE}9aE({ND*0Ha-@6(ZWu2J0_WF}*df zHuvVfYJMKQU~p!i)Y>V7(i`RRQf+-bM_N2SPyOop^fn*j*V5z2HF^)3_O5lWg%>%> zwc9yVit((_Sf;-C&N|eO^*4MX%nW1ID|_oZ)AA?f70b_YO!2lg<}s&*m*x((r?wW> z6{fZP8Kx)o9tkPF#5%G((~AEo4lut1``MRYOqTQd*-z%|NsmjWlh3Ct%*wGhQo3-> zeY+M455EzT=+{{sXIR|33aFgh*;K(}m##!Z(^7$(%EiK8l#Eo<31k#C4w;HbztaNM zBXVoGIx;Zf1)=+K5xj$qplcA(+7o4`y56Y3Sj9n>ch)1e7Pd(1BXEs_#Vvd;a~8gf z`R?!e^K+(W{Yj5Wd!5lZuaDGK)yXaVTGMc|%cS!!=zOEK)=@2@wpO?4|B*N7j?if| zK(EksMZlXqz&XuX%N?d%Hzq*k{fR#>1PE84<@iE%CjMxbRQTGoY(13NMxLRMa2LcM zX42|oZDf@#3Ffk`Xy!I&5xVg0p;cQ= z--G%j5}1Brb_KVEe=gJ!KMRiqH>MyP8ufO;pIZg}46kT6)0!L0GeUFzAv2Tsq*U{~ zw-?E&m~kv^W4e&lJePH}@%kH0m=NJUk{u#Al^z1FD;yfM+LRyt35u&cB!yK}uDQ#( zRyp=M%+fk<2mKs1j5`XAVpG#Ez9IHJAJTw_b3WaM?JHC^7g(&;|IDK42!DuqLB4`3 zh`}e@0&n9GaiQt3ID>CMe^h5kOYB*>wya|rXEOR{P0Edcih7hgR_?0DkT=1sL?LCM z6O&K5kZsZgDyX-_4P*p1qK?Bcmjo_ui8@d@Ay1cwD6AG`LBiyZ>uk&Z*uFRg4 zbt3C@R=;dLcZlPgCq`dJALqPKfA8VT!VxYe{`B{08e%c4FFE^o3UOSrj`JE z(N=S4W5GDKN7m3&YBJn>#e`*0=6tI1{T(&VYmmIEp zm8tSr<*{ysXHQ2z#9C`fOT18uX<=-Vmr8e>#asdIY`L~EkFLQ_6~~!gixq`Q+)y@* z&1ciO$NVwjxL^~O@F%!U$Xf2pSed1CA0(JAhi9&#x*jR!r`)HcAJPk{l2qK4fo|o5 zg3<+F^Dh?s>*ys#$&$8)EXAxsmuO3_400p#>1=ue)N#X^S5WRpL34Y=c&M{zrr8K* zRuS+-W5BxXg!-}~+d=!_Wj?UidAsmSw3t5PPPG@;2-~?)Od;sp-$T)PNNJ~3 zQ64H|)iC%8AE;*(w|6Dj`aF25C%L9cd2U}QedD~<<(kTI^{DP3zETF=56Z+S=nLB* z(`*GYseIrkXb!#D8Y5H>(JrXyW`!$eI97p$?S#(Pr<|MhMSEcaxT|vPb|iw_0b)6d zevE#@dw8c+5H8^9SWeF&#%Qv9*}KDgM{c0VUw9~P-1>VT<*raatR!-PP{EMO`HPLh1Y)-?U5i2XnG< zK;O(yEoElJg?$`&|6;Q8J~Pis%^bi0D>;Z>Q?r8bwKBtgX(u&NW~j|vHC%6*DZZCK zGFNzkD{c$Cp$;$+DTrS3qSzh2XbB}k{aan8rlk`5#dA1cUO=6@ls@5?kdYp(EHX>G_~K2IHR_?&`d*i+?YlfX9{hk|hC zm^;kEIFf#18t|TJ+IMErqhJbWL&=bmB%TZKHVVM~HH4hvb$prf3H2R^9KLZdWiDv@ zwUl}-W25;Rw?;P;%)Zi3=9V!iSp_B&p zHQcT)^kdFlhndB26pT;M{%>TLjpFGPFf*Bz%qQkLobmp}b!`y7*2Tp|@FErGAfGJB zo3az%+<_Z<1P0Y^e5iZi8hszv_{k$44f!iglA24O|C zK)*K(R@htC*ml8-=h;o%*NQR;-5{)DN?FM1X~TgvV~pp~+|Ci95dU8_f~WQXPUjwsb>q;e@3ESRG+G^F)G2Xu7nR$e;kF*lJr_ax=mVR7#gMZ=2~0@Ug1qr z79H{+^k$djNAeIkiubVqmP1m;>}BR;{9Iubd;JEp;ErN#*s%GTV2Q9PhS44NU^VPB zW3BGad0{_Kb&}LmYAO~$iM+_FYhE<&7}?Bw=4BAFp0Hwj@l#S#)7D5`rP+9OI@IOc zO!i~V-Z%>n7XOe(!E!GL*S)yhLEOhKws0})WoKs&IzcFhpW;UPyoz|hC;56R&N^#> zdDqxxJT{W_;JL_qOF#v7PAR7(lUIs3DB91==kQUV!^n(+qnpz(jF)C+`+-wfT!^dD zD7m{dTC6A3h8^+%9dJ`=8c8J8)Tc^Hd>AgEEbW61w4N>6LzxcFgh@1w`EfMfh22=W z)o_r%#GF%u(b>|DB55x_`ptcC82N5EnIEUO9fK?6G-r%G(b@#R<15_9mF8bmq-{70 zhw<;OqMim&jC+`9WaWR~3_7Sa#u>>Bco1FH+vj zS`@4)am8$f$3Y@{dbL%QHBn6%BPLDE5AY^`P2r*(EN^L&q-AEH-&HF2&o00X$Gv4hVo`IlrqUXP{U4_@4^L1 z+U<{VBe~8V{|lDHB={OxU|8hG<@E)8m}NYNt^Da3P>g5B_vbwRe3hgQ!mrb+8-#SR?zR9H2;8k zcFo?y$(ul3NR(o6YCS3aDTUM1Oo1nUUs>y_^T9Ru}ZE3CAPha*`C=s}nPg4in{Pzo2mGh1C3eRBrblpt7Oyup{xIV7L$In==-rGt z=4)${vq8Km-%xA03wx@0qTIh-jnuR9RMaH~+@0n)KU-2>^lD{XeMz|gSM{nRlr3_7 zxv1O$^;%<6Gmg9Ry9>Kd(82nZ&-CxJ;kMp1ecDrhax}ije(#Ez7?b(;$k-+ER}*sw z%wRqezP}sE$mVdFi_BWq54(yuTwbdlbQkaz3YiV>{XITxUGW;sA~j+^{!P7W45Ohb zXJ3Sr0RLqRPpUiKfW?$XYIfHvbej+GY`NyD=|1AlsD2Q_#%!!Ej&tIB!geU%R57MoH0AV&46p9Je>VWP&f@2^ihDz)9_zxyXr< z#=H7?tA_Ro+ZI+QEO}Vk&?j*5V>}6N5!b_{B$3ZTT}QLVqDh%*9k%z=Z(I|fOFQNC zN{G5uRbBs~@i^`|;k^*DJ~U03KXgmT4R>M1D?YKlX=VNCQSAP?Wl<9s4mlWFBD`C&(Bx9`(aGk9zY6`wyV|u} z>f@v^9|lq+mW&%4Q~g)>sO3M~{hS^3;@91n`EeT(zWRCwCF7W-ISu4Eb*ra#Xz%bN z$+{)ap1fbOUEw#w28NFE?s6AXqofJKLo1&lYh40i{wFwoE%h7F>rNPht#JIXUx}0D z&M2!*&ld8-N`@Or6vFT^;q}9=hg9+uQZ@>etq;NHiA&=0{r)R@+^=%K`u+MldQi;A z-=*T)BzE>c3w|;*`-2#vR`-lTksO|EX|grR{tJH-mLaTv=yz{1PYsu%tPoQ z<(_ca>ZdjJy@`7lbM@Els9sT5qAEx4i#Zf~DWQXZO7OSd*m~nskP?)i?z|zh!m1?8 zk-TQ|gk(9BRSN$*taWHH?_O7RWvTeeu3;|G<_41c%lbYh*2MoX&VMerUmt9CvqQ)& zek4y*JA>$khPZKiiw>(6-Z=bq*q+dMugC3{4?5jUG1xzGYFzr?E2Hy8OVI;a6C+}q z$DdDJ;qM$gq8G9*IhCbzN^5s}@4umI!~aRvE_s3E8bL#ue_ zstd%U_Ie{(aG)D0-dlv47DSz{$-XiJbF6q9UiFb zHB)<~mqqpR1s7Zags%g=;chjVyMm{RHzcH2NS+X%x3)Kjr>AR*++JMg>@=gaoq^82 za|yxt%<)li596mMY)YKwj}M#)p4A@cMZpRlJENuS>KS(i{2T9vP79q7G8}E&9CvNk z5VasZ>lf}TrJRq}W^=Yt&4@7a7}JdM@SbzPxNA$dHAA>39*~=>V_jX{@$QzMQTSnA zcOP?&Q}Rh8gp&3`qq=7LQ~MZmfbCC+4@=mUkji)5e?9OaDC)h8oEAd|@s%_PFUkJy znV!GA$Gz!8R)lN`Q9>%<<+y)Z;YRGa`^i$>nzOlwcHn)Sl6uy_`nyzaXUh) z3v>CmavNl0H)qLtR~Qa#52dx_9B((%>!pIdQRnqZyq~Z?K}}qUr(!wgI$465wRf7A z`}s5LB(--jd);(}dtTxc;qvD5zT-SnJ&XA^?@+6jQPRp1H&Uik+NgR&}G7b}g{pzX$BTd*af>&xzj>*Wu*% z-9IQG1-}MAYB`LvW*hsUuvJ>A6m^Yo``x8IIXtO6TTl_qbJcZyS9hwZ)#FNjr8oIu zedwM0i1oR<^oM_Y3DkWEZk9`AFP!N#u<0`@qB4)Ps=eIrYM|LkX_U}v1$O(6Css{N zo*16^l^Wf_zll85NbNd!*DCXY^$7KBFYz2o_Q%RVwJcimpu7dPcYnOR4#{!yXZe`i z9tX+$cz7-#J*YGOEPhzXizRrY@?B-AS`)Ry7d%Zex`uM*cUQKY$OE|6~<>XY#9bA?>x>WZ#_c8Zr_XKxecSh0>N4RFF zy!21N-bM9_9Z2kc^x^rTTIRn$>P}5W`u4 z=UgvbnQ)P5;TFhyoT8kOQsHm0&s@fg^O66Zue9%O;_pN)F_&+)FWxuF{|)uaIoy^D zYLhtwBdwiI5wQjR*=BAE@vobXn2!{VLD zQ)`Bzp_qD6E#=yP2C%Wa3n_<_U9HtnRJWsqA$CbKt==Y>KTy&C)0fL%!@t0P+yBx3 z%zx2;0u_!FSQO|VG&IF5W9JaAi?4AmE{AL6Niez~_m)_Bv2qJH#rMi^C7OQusFV^v z%l_gzTw@OKCPbdjH*~~P)I_zh>!Pc&dzgCwUJ+AVlVG&2m);0x@SE$V?+I23H1z+% zW4M9;kl!816G$C+=wIXC=vUB^EeK}TZyM{YGB{VPqskrO-Zz((Fr814hBvVm?$vI* z9_Nu08HR)FY3?59nG!BT!?Bo-I;eJ~k1OF`fjTJGeZ#%aZMnXvzj$l8rJaJyd20%= zKbHk2`@j0;`2L|5oc5Op^a#`m6yw+UfGg+^7Q$sRU{8_8idhXZM#G#%^9?hNBt*Zl+ zpCA!2&H%f(6>0R+3v20uJpyXrng5qRk$Uiwm5}If9oQe}$egT;KxInE2WhU0hx zrY3JZ37$`$Ii7Fs@8F%;l$}yWv8}TY74#v(25V%R9yOx;e_=LzppVog%6~e&E(G4h5A&9pWjn`tPXO0 zca3rf-0eJvJ>NZ<@PwYoxftOc;o0TB;98;K3LC*?rMOUmUOQuyb$-3_Rs@G(G*;>+~mQ`5HE|(K?3`s z;^~ThCqmt;epGAo_Lt%}@zpck`^sA|WI)K6kO*9XU-K0HgXvUK*(F(mZcA1x+`rGF z1fCQq9EkF7LWEt)Jf>II$_94?YM~W;?!ScR>|S3=-`T|bi9Zq-`|A3K2c`x0lBd4OXk|V^ zyAunVYT3hBlZ|nf6X2@7!PUQ&tnvmrst?tcu0uFyX|7c6Kd8pP-F-MwComt%6Ox*n z;agn#YrE^X#;XR5a!Gt*-!nsujoO0Xi@;n~LL&8Oj=zHcm~Vq`hVQvApMRCVe!#=7 ze8U}qJ_J|(Szx_MSxq;|rSHKcK>>HE%EU8Nxu=W+Kfms3<6h=I>;B>X;Qs86al1UV znBXOPT6;HmM|&0TK+gpCP**KAqjH5he%`ra*+w@#hgLUuEzmq52OjvJ`_KFP@gzjQ z>JRz~`xpBg2a*TlgL(B(;~y~eI%pt)@XYIUmb9_F^) zJ%i~YE}#nh=1J#G+KKJGVcr{_uAb-klgz`#f3wn0{wa>f6;Pp5c&=RyW(`hYFZ{*{ zdY``uZqUonlFpz`74fh4KMbr4F4YF=MQ|>iZf0Ot=0Km416^Wfd<1;L2If>LSc!*~ zK57b1p*8MCo?D(2-b&u#?1K7eBTITU&k9d3*!5rC_1$+|DRF0RPm;h(aix$3*VDy@ zsokaPEgDb)y1y6+yJ-VQ{SEx3{CWKq{WJZkIH~prM{13ky~G(yn8e+(^4dp0>5kyS zI2hGWD)9gbc^=%^{K{T+E$Ij6+zmZ9acLjq{o6a(+u9rDxxw2gLXUIF-OYWOZmmDQ z`8Sz4mJ}oLe~d8O>)Et&?8`oZ0aT~mc=0z5lni`8r+LYL#vky{N7t(d|HVycoH2q4 z&~9@YxZ`=}3HLtsbo2z>i`?1W zsY#qY<*Md-%v5y*sqm|$RXF-?az0qgP04trd9=a7^1-IT@xh6~A;HGM{{q)xjZ6)! z3mhkV_(QOlR#p$dF}Z5?!aL?U`!YG&hM)M2ECO@M#0l}1>U2SFtb9>M;UIR4^x@C$ z@}B;ldY)(Q^6uR()wNUo6DN2NyuVS(cYNuWNpF}QHb&1;#=dL*W1QDTeV$fY>!Iz{ zE^-s-uC>*QY5BBJs`rK9lVGUUPy0`Mrk^#w;Aqt1|4QOks5=JZzrRbm0|Iv!zQI1} zw^V~Xi0(={^$RoKC9r(DxIU;2QR}*x1K#0OyUH1F$yeyKBIHS=*zLeA;xbdFoA|GK zcrQ~x3o06QKnyk*D~*{(E#m>I$9S!mHeNe}w?kD_vjdFR#uT#@`nwbM3G!v~i?2{# z4xm>Y!`!F@DAZuEWEDUDVe&un1A3gB{Op&qtb{1J$TY~yr-_vRLuK-Ut|}|hx4;R*h$kJZ!bZ?sF=ZS6kV*=qVz(tVraCS+N+ zn5yQcQl-R=|0?R9o6KS&@ju^3ZqRXYI_GI4YS;?S)cn$HI{CVE7q8^Z$_lDU8+9A* zUYFD*YIF4~X$v;p;8D7s@uV|FfM2(9x8)V`9$P$gu!9wIG)blkWuVIJ(ZlDq#Vz$x4 zT86582+F*&DKnW+YD)r6 zrTBHz*Cc&{#;z?Wt_RZ3jdvGvH*=?V2VJ4=>8^S>Ek95u%bBI3!X>MuaXmQIeBLQB?4}_1cDH;Bo!LBLlrzMBW;KHsFoiRvk^PWV#SUoR z4E$KHTYp$RnROgDZW@(v$8Kn^ApPRFlvx>0`ob)CCC_zF25QM*D*6@gb(jY+)c8*B z7Oum}7MKIgK?2ff7yTC#t0ioWKOKJ|p|~$qpsqI4_+*KKCYEN-JBOb7Pi2(67^Qjv z;UU_ouVybZBlE%`_&K=Ijh4rUe1s{(Rk@)r(}(G&@kHrkKD4Idi#l4Kt@d%h^%Mx{ z7@96@Y}nwi6k**$Cxu+~-t-)H?{T$MvnXlg)1m_gj~Z5Q8a(XJ?<+;ZMwP^ZzDxd| z!5;c{^AHa1Q>0W%f-;0PrYm>lz1$YYIp3`wW<}#q{i8NV+pN9RY^?xnndkaTU4{|R z1|92l<1f0RHuilI=kh4+T{ArWLt;Wdg{=&K8a^ZZM%a$f1|g3QoQcoH88Fh(rfWCc^8xh>w}w(4Rtepfp=4fzK|d}CfdC@Unknzt>oMq_GmW(+kBl9ZpCehtrUAQ z){cuwSmfWR;YsgQB9r|Ret6AYHPnJ~qCkIQ9MpmVzDGh!#{p*%p{?EdV{7nV8MfaLF!4@+JuS%I+IUcqh2EyPRqAv1&V zH|})nS&5CvY5qwv@&xmz;nG_L3-~)H{)m_3tvFx&hQyoxEm~JI#_og@_8sLV-2SZU zclnAq$EixsTT3e(TpM^0I1#L^k21gDm0Vc)(-rE;>MiBX=`GIeV6oZ=$FQETjJ9#R zo}`4jj=MX1uZ8><8WuJuv}MRp&m;Ah^w9Za&ef*`w*=+|G6nzA!i|+6DaEPv&6$U_ zv%TgGtzsa*Z%e|I_$Bdu5`H8W36$3BS~27`4ko?hgW6hM2Yc}u{nsb6q|s47u4!69 zcG7h{qiI>D(?wd%Oe+P>Et$RL zJ&voG`Vz+_e1gqa#yX>k`4POgnzTX*aX2l8m zwgoHcZZpPO;xyvi`yz&k_nf8HRoxe;;v1XLE53Pr#e|8z^1=B=59g}%Rjugx?L86V z4LRj`ir(z25M^aIN@<@1!vlW?L-iSEYbUqlX9jeU8^;#!Jx@b-3$?UdN^HSA?;|fUSYbwOEiAYoFg;KLZf-5(sznZ=^j_(TUl+!RycMso}Cg+hu? zguFyN?nGO4=mW#_2iyeb8%?a$PKZG+9+p^V{Z3d$R+E_RM%X02G0)nAy+yz zl^nol=bO2}_($)?`+jazz=iRm&{sMJlWh);9*OiG8NpG8S#8XN#t^!&;y7I#vO5Ze zrS<%2HTijs-MPV??kk1mdE~s7u{IcPeMazE;EzC?K!sp_ZH3<7tZH9$3c|m7P6qg8 zI3NARzXczT+Xj=UaQf)kLS7gWvm_JDB`fLDxuo1EjzeG*h47PGnw>#`hrx!Lj{0vJ zPImXWeW}d#k4ipn#hdZMA52=nBRi39XDIKzI8~sQYc-tChMxc2CEUZ*r&1GPgmq4@ z5`5(AoLDAtQ{sBx+`vVxuSwzo8At4TxeU2tZ#c7F*m;=ezqOW44m+b>WB^W86;GH$atJ9BPzyu)$ED)w4^j~?T zI`UfOvzpYA?{IH%_j6yN8xDb?*FcIveIH9lH(j3`3=RD2yOOw<1fp5~_W@n|Wn{3^ z3uj<){Y!6_Pgz6i+Z}N^{wa_DKRZv0dq98E`U*L{NJdEI`0w z<b2L05UpiD*u3i^y1_Un9I!#<^=1D-B>s#s`6_xE7mG9SXBcllX!wu z=9Km^eEK%q&q=F33P&!Zn%C9MRnsMdB3$6+7!3|rA7)??GBk0fMltUbHo*p1BDdk` z8p;Hvx?BYQcR8!5UN^8ZaYKCGxOuTp<9rFr{eR+V{Mnf)l_NhcnVOE%;ERyb*<)Qa z`ow8zme0NG*g=YpvGYFDG7$ z>k%6tn=2vKH%A+0RTQ@<+gyclIo^l=>T&0aIaME`<f8*c@p5m_DU&swpWDd9I zqd3(65(-H@#{37$niP3j4;+b8=UA%myk8CRP5xqVu`f^(fVOKi*!K=A#rY- zQcHT_q_h_6RkZiPn_2`c-ie}5x$9o$Z4h$byU4S|Wy^nw9bqMBuy*2gCBbcbiswN6 z|KGjB>57ixe34AND_+2DD#^`wE?nkR@(mb%v33sonpMOe<+Ky`%GcEK@WXwszN#W0 zv7@x%zTI)Xem{zij2;+!ATgb`)$)l;)PLP&JZasNlvLt%>m8W;>%hX`Y~5u~5Z5V7 z-DkXwL;88wxXZzOf9V|Nma!g&PZz318JHmXVXa@5Bk|?Diu=_GaD>~^R+!)&-B+mh zXVfn8Dq*q}(DP~qaPw-bXR#Uz&*VFVkDxMAG>X-7KUq-v_^E+0}bbWF%VPaZXkc*0y8yaZ$Adt%l=AAO^p zLcZ=Q>@DPd=lUXt3WEMuV#4np(d(jb#tRyJJZ;IQyg3d`buLtQDz!4D9u5 zi7yjhGn@UO4Z(Ztr?rRd<+XUaJ`{3^JMl>h7w@Cod5Tlz31K<8RY}aH+u~nL1rC91 z43Q#XYVL!nna??555j*c!Cs9+Xmjz3G*QXzn(2P#8S9X~znl2-k0UESV+Qt83JBjZ~Yc(eh1kyHmohWW6-QU>fhRTaZujL);)G zm!B~o=>Yd{Djp{d*m32=cJ#)RaJqR7qinP=NxG)oaP9N_@~$Vnuf8|ZJwq)eN8qB5 zU!N5Pu2ljTo)q|KMZ?<4M#`%syn;77#yqLt3+(k}N^F?WCZSTo#Y81I+1O>ri^f-}pwQ!trN|Qxz8SY|Cvv)vM~m zgX{ghd}9-{CGJiP^$qoZf&Y-)dJ7wKApFx;!dN)bS#Tk$35RY6Q>~Wdq>hCFca_c{ z09utAEd84lkZ*8qtbrdtjR{j~=_;N}Go(fGMTJx;QWbWBdQ5}Wc@)>2-qK+@i%od5 z?BTw46epC0mQI4~RuHP0AVTHzYTEn2I)6^E5oVgq(}o-DaG zIHo-yBf=-ulD{xrtV_354)w)IvYq3dcfw0P)g`$t?qKJYzhPxhP=+Y4m1gQI?t8yn z>D^~I4-HmAcV&sZn;xt*jJ~OOy3U7#yc&n6ujaqzM4ZZ!u#A0rSv{yNCu6RM_C?zR znta|^XLci-~0CeE+Z+t7hDtY&u!V21A8W{y@!#74 zs#!(3s-#t?s>hhwZBk`!yq)AZ(pvhMSXhud$y|uE-tz>Sp!ujvPaXl+I}#T9TXsk# z{H-LIvX31PUQwOV0_Z@2Wi{wtXymzl4cC0Bo?cFb7uV1@vQ2qz<6Pr}4UYh4)xR5|5fWAPV4hJ~)@d zt@AKatKd^sgKld-ywdVQxNr>*H9zlS1a7Rm#rj~*kEDnHXUT6SjcPO=-bX<{#xlcO z3SzVf|F3d*5uN7y9kRFCuenjTbgtr-)d+TeP4olfcn2BC-x&n6H6zo7J@h9P#okQ3 zE5Q{VP93Z4e8&qb1K8yQYnHVhUdmHEYCGG0{GYpn0Nv&jo##ZTgJR`6bE5J1q{ZWH zG?S@mStjVu!Gz0;$#8bcfC?@gN3o#rf+U=g%n{O)g8rGG{0z6e67ZUbl2MbJe4%}$ zSK0O#@XBrWQTsh>(CrikPaVshX9W6(i*$D@oGwm!9MgN-vYiF*uom12uG+Vl5WKS= z^F1@5@kv8+RtqqyZFrVd=jlJ=^9>cF#X_*c@8J%1h1=PA=^rT)ooy*12vC!nbrX)i~4^$z#Bth}9B&U;S2 z+BkJRX7-yBZ^|i5So~sM$t!uJ^I}i#X%~5pim-tC)jTnE~BETRg&Ek}0;5cN&SBZ7hzU3;3tMsT$+))~kubduk^X zcRU|>#ao`!1!}ftr-u8#jLzUOUT-emdkTE-igMl;50RF&jQM_9et&bGRyoumSy5-zMaOUjx6EODpLyKN$1+h#Mt*Kz z+~D@I^Sj_=Sd?0piC;hHmg?b0x#|DYmB(m(EUH&4zTsx!B=vTwunu3n3BqjZNpEUy z1%5_r?qkh)b~X6+H}Q|miHBS)PdOuhW*2tkaMV}-@a8{K%`Q?uuae2-!$r9-H@IUw z+j;!2;k?!C^uo)@I9tFjT)_Ul!0$iHjOP@r{KKs0NcQ+w*61hB%$9gFz7?9GhZ-YJ zqK{6CN@fIpkq&)cZa(ie*5^H8yfBcrvYRJgjGOB#ve62V!q*0LV=+IYDeu1|PSYvT z>b`)Rs0UC z@z;j@eLkvNan9+X{M|HXAJfNfOw_d1G3xSwE#DniNJ8>?mi>^HTDDv#e^3#9( zzpnm5u^CUN+J;qslAr#br;zl$V|n_aeEy=WzRzTJWMXAE;2RC4Rz2W-z2*~d$JKF; zQ_&u4rg3tjp+1F%EI&JR37veDpm7d%CvT&n)6P7n_p<)u9C6U-t`yqI#nrNkn~Bz0 zSYf-xSxy9%WdNN-2K*Si@O^4?FUSTn@jp2DHDN7OLDBP=v-ofB{~!4L1Nd1}sWj1O zD#p@N2x2dxJo&uKn6I4UpV#6>e$F1t_qoQW48yH-6l*cb({T;zs$taS;y6c|Xjo3s z)B0JPkH|iFiYonr)!4ouln`q%JFP853pL2-EFiU{R>YB6Sq$CLH#9Vp*#WmW5i8+1 z*-*#;Pkb5`Xp7T|YMP%n)I>Z>m%SO);bSs$OW3I_g{+!`R87a+WACPONQpA2KGh?L z-{3}0FNGa%^KR0R7&--}Mq2umueeGlqE#J;$~g^ds;<~XI*4jDFMF^hb-F2kjdJ>; zq^yU!uLI|KlrtW$#80?O_Ts1CvcFPony?oi^Hfezkvee3q(wJ-hTYncwL@>hx=2d8 z?#G@lL+vVvvNu$S`= zn9oig43c=z&Tn_Ii&3d2aVML~S%02tI*+r0Nh-dMvz>LE?WdV9FJ_9|6hHjZ=ztaO zk>zkrjpo-G*m_@i+U=!N@BzMa8HnWmD!yTBD$y8fM;UP&88s!C?^g#M z%&wMDr>Qg56KZd@87OPGdJmQ0ahyGx%h|}r&cID-5$eV`KH(VNTvO+^@h$joa8qD~ z?`Fcqcwa(y80m(;N^rjZ1b*T+_T@mjt&G&C2Iyn&QkSyA1xldi4o#}JNw;7AtRqYV zGfR_Dg3pmR&~vX-w!ouJP=e}IRO5~DDle)EYEXFxig*f5a0T%qr(;FV^YO6l<_p8c zuIRO!$rI)E(l*Cs?tl%pC)hY~6|C;eiKh~4_<9D`Y3qyyR##^WT*2kyNNJ)JP0rvN z)_5`y=lf{PZd=8zEcR3?b5E3cmsy8Ne4(DwU^I;1;Xk|qOP#FT!|ls)<#DY+mGj=^ zxXQb>b5nVZ<7PkRM(g3-PM2DP47UUAEF*Z#2z{d7Jt+HfqU+z6Fp^||LB0{e2F3$x zG1I1{;t2S8yO`{p71nZ+_oBYdbuQXHUBCn}*WuCzGbuZEi*A?9b5&PHXH6@`8&63j=TjVplCGE_S4 zv@u==>u9F}J$)FLB^>lk3S0?#jV|_WF&&tFA6Gh;qP|A|^hw<5WU{*83muJ)>xJ>a zScRg#sy#_?#3ph{cmfg1Mey*f;DB|})1P+MBc2qkJS6v(WFE0xj#njgQ;S_Qnfx?X zkAjQWAQ$-`ZiFXz`Ujn-0^YImN!g=RQ)GFY^UCO~r__G?Ps0Red1CiBnuY zq&9bDa2-;r$%Um8LN)uekzYTE|9XD?o<10#{_1vbVJ~=pCvI%-KqvijRS=hWCmeT# zR90_ep;5%jEQ|$bZAIQv5l;p0P45p+OZP6Of$zoFVd5|2EnKSn!4O}Wgwu%+g75SYbErLC{H~05<#cCtWstiFUG1gJ?S2J%__zE2 z4Sv6nub2WB`nplG<47i4!5gAyO;5Ke=|R8>OChYNIttV~&3? z6UBpiawh~gJFly)>Qlax2ieC}UR@+-CXKlqm2MxLt>bheIfRnb|E7FSkGx<0DvcKl zk$ty{)WtM*cJ!{cvBju@8-9ej+k6IV{uNIo$!DOO(*k{JNw7$rlYF}Kjg$B=O8+(V zBe{h+Vo6ldwbj!gg!>dn8VSGPk?@5Z`w)Kpjdyi4`zHbR(GO0VIBxD^t-a_*^O>sY zF&lGxpJespwjD=CM3}u2{3L>8@E0UFEg^TL0Zf(4BI&bIBelANKQjnrGwar1WV1BZlp3Y7^Yd>*@X8=HuRG@ z<;l`mx`)wLEhAdnpjCm_b;6XK?P4?e19Q1U;$ix)F7#OMNs~`&ZT&xArV6+4mT0}J zapTE|dk9IwxQH*HJGjKz)Sk+mnvUQA?51AQZLp9oiq(3?C>;#vn&3W(&rLK*K_*AK$G)g=ztm5DNWzXTv z{)01n3?2GhPO@F-CM)s@=1BG7sifd+{KnaK8SYeC=cE1EzQ(=kG`ier=QSy#FRe>2;!Cmw^Y3%BO+EYGF)QhBL^Sb}8fx6W={BA!aCxb>tXv0#zzAiR)eL9_U*38n*G=%uNN@ z2exfUz45JVB~1WP>L4xz@w+R2<1X$-rPEgW1Es)cQIc-Z=`900*&&T&DtBJaPlDea zaElaDDUv3#h=ceZpm=nIjlh<7I4C3ijZ7;gKC} z2J{|UMzY})^Osdt5Xl0`EZ-OFb59yf|ME&oE(Jh}>T&a!!`!;1>?gILu{Z}@q$CJJ zJo}&~xTC@yySUJin{O97slS*EW}@TW!U;bNM5#1SX(mW;H)`B3P}Z8Pkow%~>k6Hm z-Q1gZ(SMdf=|2YFn}eL#1Gy#TA(eU%Jy}D$3|h7l#w_DsV}TKBj) z@% zW9j-6z#_bGNm^KynLf$9<;^HEo=6Upd$&B2YBQ3qIs?vY=|GczJ1MDubEIB!cBPK; zh%@kVAG zDs(fm;NXsfjayHy2+~`FS`#H6k`~A<$#U+c{DGI!3Z;g6ghUd*l3E_&Of!obAM|#5 zZ|!5y)Yn?jOt}lqaNZ05fQW!*;*it^HvKOxqrOhxXt-f*%;&DSi^PdCAbfl1tyfY5 z_tU#C6k3B4)e#Q~7eF{RfdKR+HKHX7^;PWXN$kk)?DU>;J9#N9VLw$FhY8+rU+!}Y zoxOGli5YX9cGTs5tdU1zRdEXlk6WychwFUjIVhuIKcTjkb><4=P|JPd{=SN5ut=;R zt)}ZJEdJ*#<;1;jRkBoT6ug$jhM~72xupmxNMsj*oveZVe3S{nN^>4cnAc>STp{(v z!<{pO(+S4?EzXhk;N?qjIVeaX+(D%>H;Ojw?An}@@!+?8q{7tjzgZ76QD|Mn`=_vL zf$JYvaaTY2gi{61?N;*`O3&WfB7LK|3eHRfC)FV7Cq8higf>oo+k!O|r6=h3j0meV zs)I%L73(OjE%DYdXE8NxnB$>twj#fz1X!qw`m>C^+^A1D?7W>+&)WI>n=Ky`9_SM4X>mK_%0RboYvyaG2b$o`hN$VAHz(i z8!DC`)^vNjvs^eL4yHc6W*yeW%OWc-W?Pjku!(cvk1>TaDvp^~lDAnVm^Rb7qphLq z4r3lu#a?Od!5M1?sdVX?vSt_lLq{4R?PVJB4KJSc_8XjqR@sYj4=W2YdllTU4xQdA z@-K?uinIjv=5O9_Sunx(V9e+6`>Vxj$p*IB2yFhW-4E13b2@?x45mA+%gMEw+Si8P zKOY2Z5A5mI^mteCKHm;sXAYXGoz`jGFJJ51^iTS2v@(O~%}UzeoG0K}1-MThrr)~_ zVrhcBbikwJ7|wdhL4Wgsfn63B(3kvXWiAuR7NnniLO0w|80rK;Nz0ManHlt_k93JO zHk}>&99`f9_Ut7X>lHzLXHjp@pg?Jjt5YWYv{H*7s9bA7D`$bXthGDhpOMe1VAZ1& z7->8-E*ry*(P(*ZShv}~4`G--us4Bg>}OI?3`Aouh*DAJNX=jz%(VvF|2lg(l{C_6 zhVp5z3VZ3V;>3-l?L~6_*J2+RrZ?G-A5t+G{=1~xa%YsN733D2+V!blo7o|kq+3z} z&bsyJ0ZPa{NQw_i_wme$wC3kTDTz{1@jW-^svu~?t@b#b z?bA=d!2SpCo%OiYU9g(NImk-t{L%mS!Abj)3|8E%lJZA>*!%eVuXX|Oo-#NfZlpgi z4LUrGz1^D0!BIL5H`RSD8ib4DTV^RFZtymB9JrE`uaT4vBQrZq#d~h0d{wHzvpEK0 zJsBMOmvhJ-Z)L?TD4&@Z7H&9G-f8&a-GNt_({?lA$j;9`OCHM{yoT1053`78xrGYR z9?Y%|dp;FzEcL}{u$^6SUEZjDa{W+*qZnelkWh1jBW#PRn2>Q7U!2E_^wGnM_Jn*J8U8-{ObelpGmVxG5wT zJFzo{q2l-;{^mw`hZAH9es@cl=e<$g+0wVv8s`B!QU;#o%gjbm9a zoQu+1xvlrypO)doG}pdq$uO&@TPa!VS?#;lPNs?=F<86<}*BCcTQyYMe-B+ zau;~RWNsQ9xXrLrW(s-eFV9dJ7SjC}1PAmnA+Nwp(}l+J05zyOYxAC65uCgk-_4|> z$R^%nf9JJH@ojV?mf5AAI6ih`^lVb z&w(3{=jmkvq2EVkJ44mJ%Y^1S6Slro_E$n@`lyz?^+hv#hoe3O?OSq&BlVAJn|KHvR62Ul^2`a>ijw$| z71ILr`Xxy0Qtf8b%5%<5?Ugj+KWgjSmt@X(q1m~i(=_7x)C|JmNs}8Jy|42Uz z!`Enm?M98U6$h@rK_3Rg6@5lV&^2n@a5};J=sJ6_z8gzZSdwsjr-mR&b)Wvp4(V|_vjyV99Mf$SN;VDOoemif5K24>&i(#=#JZx;WeD+ zm`-|zGh{zp$tv4Zt#M`pql+;Cyf-tbkZ4{o3nVck_^gHarCC)#4ZXOBePCatrI#HF zmU+?{K+oV}2jmq~^5-rW=Sef<8z7b!$+fB?9{_u6rfh%{d5(O)qNwT5!+l6bPkftG zuA`Vs^ipTni6zO2Okid|%PwFIrlMKKQX^h(h~~AAImO&$HpOH05{XW#U7xB}i^=|C zrXtU9sB8+4VXZR@@5FPs+eI=9d&4dIyriKwnvUs9XyGQIrad|;AN z8MWgK(3@T`I?{mAPoNvB&J6du@Q!nCC^wV!++wbZFY!%UgumMvbbRHcNS@XR>U&k| zU*nnnfIczY$c|I!1nTZvOJvS+htuMRlxKavNSliSN}<&J!uF1-Z|n#bI%x{0sA4*YXTv@0sZ3RLJEbXo1luCK}M^N=`%4x)^7k=tMd&tnf~)Ekh%tVx^~YKle;F2KBK z0C%9I{wE{qz!|K%pR9>3+yKJqFU#W&*acL@f@P53DQ#CX>**)8l_=pZ8fS3_Z)5hP zGg^i=tp`2EbE?O5<|${WAag)S`Z)dJ2&Ct(RfKA>pn&kqmQnU5l72N;7lL)jWo_!uA2=V_ z5$vL;BrCBYYT^Udc&6dF-Sxgr@7DqCx-1{;}5xu7k~|afGpt~ z${@KJKW8A`6Fo`Vd?sIkRl646(NAfuR6)#3kJ29R#dYjYx6q$T@D}v0A1l~o2R(o_ zGK4;Bq!S|~Aptq47#CR=^Kje?wOd#rXstrDM9r_y0uhfgw!x9g%K!5xb>XG+(0;{S zt}tlVV`f-KI8Q=hY^8zG9?8Uf|Nr+u58lIgIjF?rC$>~Bqbyg4xGK2cx{G^8x@Wt3 zk%!a)C498v1<8F3M$r)Wh*WZ3pP8I}VXE|wDw7MU!#YC(@x;5GK~D@3HD}1kgD!X&Q4Op z^1>h3$j|#qzdMgz`jh_rmMAl&64iCE`!bQa8{zrxp27;-4O_LO`iEKtmev~**vq*+ z?i}h;{4t+XGi#d-w5)+PewRPNci2BN_=uG3AI4(SZ8zq2JD=6x86DY8W!Z~kO zwq6;#aI9^?{=9=zu1?2v4y8jo*3^6ud<}(1UJ^g^;28vegGI+I5!FN>dStPS*b`a?>zP9sy5bExVyHz3vGnxoMr9s8DX{ zkSOZQf4~()T!2Yx-Fa`#bfdVr6hXx zQ@Hj#!AYmH@}0ZOR(qZ`fpfCA9ZNqia33hddJG5$#2T!sMNBF$b2snCYAp?_5W!S; zDg4R*>^IIuc)9Di#RYJ@4RF#d1gAU>Z|pmF^ho*!m7L8m?k*ncVrC&32<8c)5uBE) zbUqWPFnhq#vN1y}&OIeNoyuO;N2qh2&)dj+XrwV}>G!lh_0(pR)gLWKYwi`jxI;wK zB@H1@JHh%77vaHZZqu1v`1GCN!4~E=*PPkT5GfCs?=;DVwO2$gpp0eaG7K#8jNDF9 z$Pwu#}^gs1s+;pRR{lcAQx7iIxh>!LuVU;u( z)%+6Jn~5apj-;lPk*|sUc%HSWq|IT-6rod(0rgJ}H(?AFqBf{W7Eq*q+{GGmCtAsj z_`B5r#z;22j@wgD9`hW}2-QL6I`H&!VvfsmB6ZxNg+xywX0f5 zeXJznw7OnhtHvm=m{C9Ey?w#4b00si0tmxoX&yYh7WnzJwRgd8&W+plTk|PB#U(pn z-=n6NL6gk#ioUUp3NMo$YnZD;{z`8OaI0P;M;Gl3v4DDZ@Fokj`=w z8Q3GulGYfiP!;}^b0|d@skhZTY72F&k|1e(+T+|6Rh-5j+Fw||2c;}(TUT*qw{Xm! zZ{;z&=oy1cf~WLe=25Ei6Q{A*oEp_s+JM>d~bljcHD)xF%&~-4`K9GfZ zj$7e))VMAAeQ7yisxmoqoHoqblang^7_@qoZnQJo@svg|?fZipUV^lf z>gG@hzuH+WzcIro3`ct_tLP5BOGDo7N~x@JR*~O z6l{_I(R3DYR#wl$zt8jBzPn4eq>=)HGzbbx2q^HAR7yew1SvsKLK*=Dqy`y&n67JED`x7AmjQBv!eTQ`k+%@Ah1Cg8p}OYh+<$Q1o?uptavooebuW zs4Eh4gp~i_iwB$)n{o4VFj>qqpoRaCqD_z!1&K|0)GpdM>d5tVzNw`q&XetdFOG~_ zMAz>goE2Z-e0~r=U`Izc?o3^U3ufUfyiN7sJND~Dlxks-%)!4sh!fldvgbUUb3bPv z?l`)}e?XQ^Lsyr=8?ytw`VtYwf5?997@tn{@5Oj>nwYc55g2Fnx7Wo-)7zk*b0HDF z-YR#5>}}+l&!-=NVKlZJM8I_AM`{k$$3wqYE2Zv=pP*jAQRA-h4z=-STmMkcttw~Z zDsZM$UVam6HH*{3KWL@P_;spdQ*4Hp2gBJ(RIa*4Y`q$_M?UBL-v`^jnsN{8;U=Ep z!o)qvaHWpiRkNPi*Z4M;C%QY<%PbQ=tQ=RjXf4Q3nV}ALJWm~=llqF-;^>IzchMhW z9n90VpS@Y8bj814h#D6rx@~ZL04LrWaLx!a8(VQ|s|i#eD1+4n z?!m2(7nGUo;Ra@&%eRj}iA(9&-b;JKdBV9E4cJdHxN(zYK0>~IhcC5+^$K39cgY!= zO5|r2-ovHwY-<^h7@8us01{TUc#Zkv4-Ss{b}|jv!@jms7GU6&Z4r~3bCZramXi^Itq<9 zpBQvq^$1z}fAW42wIb572tM#x_>3ANoBEQ$)`pzVSMg?6M)&-My{@B&w-T8PlleLV z&2Sd!6168m?<4K2Xy+G^J2UZ5_2;a34DZkovQ{f7#gye_VJ<|nNoVS>$+R%70yzf$?)F? zb(bUhISa2!RcN>;(Ta}o0Qahc+`Qgo?y+7Vv#}>PeadpKZms?XB>AbnUfCXq9u0Cb z{R&TW3u1#$sZ-MlJD>;N+Di0}?u>pY%IRYxKJSkl&k=!D!B1U0KxNTTA9Jp0PcQg$ z_z9cg396>_B@)-r`oNrQwxIWN%q(di=gjM(&+<2TvdU8l;JCe+*ivP)B)*p)jT7d_ z_OD2_ZbaZW;)gy(mO@7?vUGJb()U+Z)CId^G+v5b#8rzr99Vt_9laSVpEB4{IsPx_ z=+an`{o^rCnD5{%nQb4UgNi}i?L2a>9`YbeuEIsKPii_&lfyd`3Grc956Ng4%?ac~;*Jlgx|ELI|Bo~DIeUCO z1HZsyWMih?jnh>NB635CZEQ!*tf2Eih^X%KYALjL1^hFQ@pqlX%J_{u(O0mVH{)kc zWAqlplUmaqVlUpn^7!fova`e{u@!j+b0=EZ>RGpwdQN zZmM>ot3gS!N-xDlMvkCe5HdXV_Az_Q48JnXk-bY^4!(ZW} z2S}K_@3m--Dx6m>dLW#_k{t%Fw<3ic$~WkhcHAPmX}2L8`w1t-=isJa3vW`tXM{PJn_l0M z7rO=z_P=-rGRPBshtt?FxN#16td5szz1^OeO)0Q7haAw;+z_lqPT>S1=^F9$!FZ-m za-*OgHt=wwqz-kSQjti0H+bMSQnv!pvx0UJ>o;Pe&&=l5hxlx#a2x9#I<6Px6q6j! z8^1t2sRgH)Gtk#X>cJm@tBWGfJ0sPg#W5Te{bNck;vH!Fj^H!`Vcv?2G~}U#nK0R#v)!NMe z3@vZy*C-U=aF3xv7^cm`z%Lh%)jJo zhvU?G;Tv<{nfd7UcI3u)#TLGY=ko?t0DmBZ-zFxu6o33o)HF8LQ>6vV-w{?0kQ6hHqhk7pERU9wIBUvlXDBIY4H3oV;Tz;GA7!RY z{81$xH<5}9q0Ou0A`O6wHEiF^#4N7^T?7f7gk<;&**XMXlUp#qvy$hzfpZ9~r<3)Y z4;j1&53`og&tu@7W_V&ZlS4BdS@99Ls|lX^VPj`uZ7d^po3N0_GUB^aHmA-hu|3aueov z&d7hFKa%m?_D6%vCh{~0pTb;5|A;xN60tspCi#PLuJTxk=Vu0ce41~q<&MQ|yvZK! zG#0=Lldc7OxDDV1Z~dW^VPL#G@!G@iz8BbLkm;Wvt=keA&2*W-fjY^ zf%m;6_DOO4|3M&I4qp0Uk$i;K_#1BghR1mFw!a{H`52%7T6|c=u>u>hzpa4zTlQc* zbhwP0Ic<=FZ{o|ojvsnCmSj^fT8H@DI%r@ld%6rfk3{lM=e?ff+LeQLw-Mid6=~BB zDfS&U(>Gx7Yy41C__-dcG}*&u&`mx3IZcu6J>bOY@K=Av?8F|t0|olYc|XBfdKP1h zLE26giG-)WCFe%5fxlrzo<5Xljzko{@RKR>CbZ^ zYuF2Hr`Z2r&;mU<#}ZrelyVZdw_{nU(B9ju4tUaJbP*tD&d~)Y!O+ZvLGcR42fm53L@@bFl$j4hF9Sp~|<=#9NVaL)oR3Q0!ei z<_}o&YBX0HPIcwk{}KE)lKor7?(c*WzT^Kz?B)S5a+C9B1gW+Kew_;*r?HC@S;9({HmTc$9QWGvpGPRNtm%v>7lu^seYidCG(qJIbs<zjZ5!d~>)c7N0AC9B$|3#4@4XIr*Z@1=_r&^3 zv+C*WX$`31bs!ch7zJGKBxFG6gv@NkXGZgw0X{_Hzs8zg1ihXkq+{x{&YvADodshyf*A@*s8s2S=MNtBu zV|jMP3*CEJ&q>C+%eaM^wJdNJWj#ZY@gspFm3e>0r@sbX*qp%6K45vAxLX}$^;d!9 zTQW1(q7VN?o_NUADun0sd#L++c(x_z5>wbQyf+ z<9nIF{0E~gVl^kA1{*57!Adqj`GcUZZ{f<%*r^MNxgM~8McM7jSSIy&`k|sEA`3lP zV_p9CLZ`){&=$z`D(roAeiLf0$#*=+5GT|wdr}@Pbe6sS4XTwLO#-H3e7iW9$%M{= ztm_)@A1CWH58tT`y$11D7U%cUd?txbLF3}%dG3U&18`7vhZ~Ao1Ktk8m6=#4K~`}n zp_xmO!7>2+6eW@oK}**{rVU`{r$G@N!AlFQq-yY%4pw%vPC8SeHQGYm8glL+@&KXE zxor>o@d>hN4%CfH%y|la{RX@(h6@ic%6%}Lfvh#LAm2x>%!k9@06&GX zELEQ6;PK*&L3tJ^Trz9kf^TXd53ln519(01gQc3#PI2&-$v*E%@Yp}-wq2|(i=C*C zR%i|Vgqg*~8eRvxEugiUe5WO=8iy}@0PB5`-MGu%?LeMnLbEYeq_86;nZGcryapvt z=YG&Y`0+#R$|*>L14uj-XiKnng@Ls^7z#qaPuQD%VD?`qxG*|(5LDI!?rQ?HmEp{S zP`ccMzRNmvZi4oP>Q1Bqh;Gi~t6+yq)&_-z}t6M_C zHU_@p;NAy5B_BK+Y+L~k8c|X^SF`%b>&|f`hx;|^G!2Bio-32|CXKoLlc%IKy<~rvre2jgcE&4#ZH0ib#VJ%VCn%6!Jq7j&gbP!RhxMVBVX(CTT>{#60^2r z?_Y)H8uE7zk|Q0>A5PfPx4|==nE3q`IE+CzDXdvx)o0$ z9QP7;-7}$?g?YsX<(tg4pFLiK zbl(r}{la{wfc_|diPdr%NY~s=V{nz1k>q~# zd7u#PJIws2`FR9zaIIzk-tx|&PO~<))j*SU*=I5y;l&P&&z1V;R?|@ zJ{}c;Kp-jupVt7U*P+JefvF*~vJx;==Uc^rGy=xzfb&=2oswYdA`(b!zo$sEqu}5e zn3H?re*(uj;1j*SjmK^Nx(Wu;z`zMGdLWGs4_pR%a4333)aiPD^1|Gmw`J!Bal_d zJI#1UVb+R#w=knt;87Uaew0=0!9F>MB)JZhXMuY^uTnpizv5`13%q}jPaWg6zj$AC z?^XEhB%JgJYPGquS`o~=3f4+9rUlkZql-%c|BF2Hg6W#TB(zwT-@^%e*bUTT^@wyz z<~ymZy--3X2UvlM>_}y`Vlx-yQ&Qz4n6ODxpo9n`h^9HiGXqIjm9dlgjsmW(vKL(A zfQORV`!M))14{*VQYsCISEURXk#k!~o<(@Q5E>^vVLxfC^&lhM1=GK?lYc|wXTi;1 zto$glekXfyi_cm-g-_jBwpZZN5ZYD+2UVf!s?5~@%R%hlW~{y;6x0-|e}hLuH0_K0 zEho*Q?96lQkjb~jlXM#%y9@uT#7UpxwQ$4N0>fUge3^HSpj%EQP8$EPjxg(%GmU73 z(}`7zX3Zp{{dv|@gtdFY^FtmYN%Hb)Bi3Aq`Gpq>!j(nYi}FBF0RAcsMdeFqdz(EM z42FRrof+@53)#Sz2W-(A6K`9L5%aJY>C_An+v6rD3YGaxzG(n|2H({Aj##rgv=QP} zs&pp!HUmCA!b%^)$*0(hGGL+vJe~}MDzaAr8oBA8&HNsI%g4z?UI}rwC9Iv}ssT0}mK#vH1EFgFB(+%DV zFn1JaonT6&X+cJDGfEa?*sM9q4qSi&_CX0x!HETDr0~g9R{S4pk{SnD=u91o^)lZZ z>~JMu7VG6S6!H{(SQZX>las}Zz*hwNz6pI@g6o8SQkka^-^>rxIv5gJcZ65Pni5-} zAP|X!ECfs^pwY`<@(d%~hS!RL8Ik5?*j*o<643?Ev7Su$DKGdf!I-6iwHzx~SijU! zNr4Jw&%NL@6E1$n`h5KDW``xqJ3pU(fzRgWsk5gyct4F#ITL&3K-*^WdnWKbLULsQ z&qd%BKS&x-%hTd@1Kw=H9v1@7`GGD8Dv4w9lx1`^f#V|VPnb`YfP1{WQjyO|)eS$h zK7!XCGsXj`FwQH_@hHU#+~~0@@Z|&OK&0;>Ajtzn9!3>kq-Zzcm>Ay|pIs7j35TX2 zaRdC`fTxTp)Fu|6$chXw`4=#YM%4Mfi;?d$LWB|iW3J82@-J&V!(Rp1-{<*W-h{jp zI&y>ks^F_Ke!T%y(XumLc6^T%g z&&WD8R_|s1U0|RPk36j4dEOPib3q&Tfgy}N?B|nWQd8tbybd>M8`_*XQ7NF%WuGZHdOc2}hIY1VX)wM7{t z6MQ@2xEP-(3a4to_6#nIAbot`w-H#(&&nLYl?TWxFuTYES-(gx6Wv~nZ#_hl-UHeg z>k<1qiEkI>^MzSm01VmCahUleUsb51$C8Sjc(>l0!!tg z1{dRs%oB-JkWZ*^##K1uJT!ENu}o;j3+{4v)B)AFz`Dro81qJ1zZ3kpk@Y5f6=6>b zCupn`^T=L{q>sW6Pl3-&(1iFd3?2#)JO_LQ89`1DQRY1Xm*=o6nMi#nkX7OR7Z@i$ zeugW^RqSmHWZnokbOEJ@(LAh1@My9p zLI)5{pm5?HIf+!@Q~4N2=R4`pwrGzi|>^4cp>pY)Uyx$#}JpUUF711LVTBHxr}Ej6&x{5)wuzFFzxsKm|{L z=>`zXNl-?84(teZrSiy5P*jZF5G|P>8p*@D(|A?%y5L_{Ef!jl1XaYrun9ee;Nt?U ztSVGo30Yl+PZi+P3Tt`H_j6c#1j?6_QXW=Nh@Hr0#D`GHRelQZ=V8n;d^ayp=3x%m zwFuw555!LsbS67sFqfPy#1D1`i}O5Bi9d;DDS9#n#_lHGyUCi;fm_C{#X~$x3R+Nf z$J2z25-&v+_O~R|E3_kah8xHpgO60c`vj?@@roO&uznQiq4hOfyl5Fz9Du&kQsxF5l-+<5d3(+su#%QL@aRUfQ2;R zj`Eid2YL9etW^bqOkPn~v(Qf&UU%`D#{51YECf_CPd=VbUiUI{l+XKtJ-|aOpco@( zv#U8g!@%(feCAfo5*t};K(TG*gdosMRV|@GvEIebl<}VN4Dz@5o3nXp?5vwPi}B0{ z6mmY0y`U=&I$HRy0QfG!8b$7VfY8M|qCJ9qPtJCtz4G!-oUv5k)cAY~*bOkJhjE0~ z4V9ZRcN_^#6iM5GM^Nd%8E=9@-#v?prce8lsE)?<% zC?c#&AhLm0WTEIqIa{XyQLa7~`?)w!7UvjF5`6(;4SwmKWV$%7f*mWWaMb;=t zdeL}dk%%YO#Vlb)ma#>Di?nlqPmu#cNwTk5i4g@C6jbE%I-d(MYE}X!(Y0cGxf0ZD zVU-9bY(66z$p;RKvDSPEx|jVDD=k+8Nz_3!y2xDNF_Es~_YLvCP?OjRHux0TAreMx zD4|9<&5Nv~bTZ${pBPhQMG`wNR2@&?L#S3(;)g1{Jj8C0b72U`a#tp}Ok+Nw0NHD? z(1bSST$aKAVq*#Sh{YtI5-*qVo5ET}{&^F4%H1P3ugI%5b7m*t6l+niZZU=jog%P0 zfmxzt2A>k&k?39Vo5(w2>Eucwi`gv3@G_G;9ALm^v|LK_@wbI^Ati&~a(@api$y1& z6&%T0xaQ5MBEw`(fn2^PuM36wcxpUF21i-F=rxfWIp9}hmr#O?>Hr5qE8@Wv-@SZG z_Bt6nyI7a_4bu6%NIBtB5AsrMggAJXPv`z~@T%;q$Vd6R*x!8dMSuU@MjU--h zfkGsS;7#n70RPK6biV6iHw&;<(K;S5lEP1CLWhZL6`aYM1rI_g|M$1-q*w|T^9B>o zXo7<>fkG%%a3$J3$ae&{vLhmag^p$QdSWl-9kDiZ?IgjSoC1XoWX@d5FcaFsmw;2` zt8j(TMI8DOk9#g>39XCN$lVRGQ{)r!*<{vI7@8J-aPX9oMeoW!NTg2As5ZYzv{k4` zRw+Id;b;$^%9Tm7R-ty;4>=19RfxSUJ1o*TSL=#hEHevc1?PgF>;yJ)b!0AW$)`m= zSd1??7f1yQQDzW3R{p8LA(o?HPT&x`Rd6jhl3ftFYk?=(PvIBg6M;%j=kj~*jwSJq zpY_T=;WDxQG(I7p7mXz2t}%lSz-LA0u1 zLbQ(1sAw>eV4@X;!{lAjcDZyWqsy5~=);CPb@Z@h%C?2p)tlgdPNQ!j-baBJ0GGm63Aw zok$bmO4(~qg7$MUB3ePP=uS|bz#^lHR1zsH?+PqJv-161i$l)jqK8EO$j*o^5J@AH zD|{|E5YCl<0%h*EMULdcE<7!^g1{qkTJ(v?_gw2kbWQH(WW7SeA|>TtuEvoy=jIp4 zzWVu|==@y$D%>Iv=Tf{#m;k?vt`w{Y?d6Un;|pHI-pJ(*p+ccYSwk-U%WSzEAXFic z2%n2q7I_y3zk+AkVOec1CCKVUpNqZ`t0)(8p#*_Y_*&#_?w*Sr6uSREX(8_mU**ak z{@@*1k6=dN7HX3H5Y7<_7g`dkl2yts`~UyG3jd2-5DpUkm3!h4-V*8%86xr|SDwjz zrKJBqo@j32M6sJ?-LhtZSg;{p6gdH8@xM^FND|?aTn@>_EQ6v;a~MT9Ay;SQ;y|RH z?3s)wR4K3sZOXW^GQqp-jmTBOiullFw?(cAw~4+Idqwad*b)U3eI}Nn;6ZFpiSFb{yyxfDTwCG)uqmVdpN11iWW6%G?6rJGs7&S)Sj6s@R|P}4 zaw!+eTstP4_a(PUEJ?BM(i0eyvr7iQXYz`iO~t+xDiQC8)T$SWooj2zZiyu!XJxT3 zh3>?H6glSOb)kk_drWp)B%I(-U=}`?--M>cq7}I!*m3ihd{eNIOCy4byx7C?Q_go{ z-?;gv?7C36WIo6lMB<5$c|5?%|Bus(obFN+uiV4-7t21^P8NuSd&P>*%_EgqfW$qX zbCltK@%oELRXn32_eDAg79KN-)O)|pL%fkUIcuN8fAbF!pG*ApfcfNHDOO8mI(g<9Iv%Aa`&FG5n3h`B#%&xr_|7 zIpmv-B&%==uWZCGatr7sYW@M45o^dhJILL?i)3fr;BkxRQL^)v5jAcCrfw1!nN2QW zC-T6mk^lL8yfnG5<;c0K#%+WKWIw)3zRF~xzkdM16F6CXu|vsU+fP5(pdl!Oa(gbu}VG=ri(_f29vt zbt>RHsHTv`4cmv@Tehtl_Iup8`;+@CWx1LB1@J!tE2W7dbSFDOWM|0Jr@zWRaBz>VsCXd_pTL3 ziFkE;ly!qnVQ-nQn6H{0&3WcNYLaxM&S!+)VROKg!d;J+xXWquEr#n(y4}{LML)`(A6bJ8CvJVCHcHu@Rl=$J4zpLw}-|GTt?| z7(S}STritid#J#+fcpo}Ljz;T9r>PE@DIf6PUCHSpNz?dbRoDyU7{UoDQ<+d=RS8| z>XzMbU2!eurt&x^wT9Ik$JBU~T0R}${n^M#34Jsi$VTQV7 zA0|;p`Xu*Sc7VHv;BeKe67_wcE<=ll^8jYp(SJbuxcrZ>DfJJP-9}oK|UTv(*Ac zh5yU}{b&{G<$lq%%H76Oz`Mhn;(N>2-WQ;U{rhy7ob3EoZSN>XqqjRFj@oyUbtd&DqS%Yu?}n=1rre`OsX&&9FL-nMz3gz`5O(;XdMd z-FuC0lSh4p{BQZ2`h&jKzQ4T(>CQgaxlV29m}?C&TE~`0mV}K^lkm~-g2?C5*0D1B zb-kYPvr&=z;|0xtd6@d4%Z%a1FU%1$HEuNg=jg0H)Y`hwTG}z*`kxVsJ`DdDsu0Q(nj0D&UJ;oY9Te+M&+3r=s?m+gqqe?X|55)ye_j8Y z&f-6q)$Et)Az0BFcD3=m>#gql(RYYW!!3O;F;B8@fbTC~y6=MTsqZ7-RZk6fZ|6K} zaZWI{Mg8GU!InAIa(>KN7CacT!VRLOVx{Qc`-FMQ8h7;>`ehR1XtcBi`!diHsD`6l~+^FQ>z?H}a5?$Xtpb|Zai_-yv?8UIVS z(hjEooOwHYV5nfUfo>WdxgWFG3RsoQm$`j*mD^>z>A3xiRn@Ug9ph^2E#hAq=#$hp zX3d`Ui+vpHt8X^$SREXjRky2^XEr>d`nURi_O9@JMx~L< z&e_fp&Qh+cuBGlpo@3sFzEl1W11$nU|7X4@p3ANc>PCBvQ8oH;@Q18*8Ft!lX;%7{ z%!)aM!b75ybT_xb7IRPYka?VLcp>U}rpMQ;6&yBRvB1C?^PZOr}PH=UokD!Ly~6J&+^TUR+(W#>_CoA#r2M_b{1 z_qnrB@O zHi@n@9$VYEtGpcfKNoGEk2`F~)FWD&v!;8y>yooIRY0=2vy`N~p!n4aT1jRa@0!J( z#xc$@ny!weu0WD|qo;`f%fOJN8-bwrBX_EH&E6FKGB`S`b9$Y$foab4v6_)}B zt@Qq>r(K~NX=`t?e_tRcDU`I?U(Qp|RbSn0c8n|tre@vESe)@z#=VT;*`J0kM7rve zsJ6W~-dJ%ei>TZ42^A7E(aQC>of^h+$fRo1N%DPfQK_Q2_NKG9D~D=@e`$BQQ`v>8 zF>BQOT0_@ZPloSU;Kk%v@~vc#KiyTvc~|+(I3B(oJepl4Yf+|=u_Ci;&Xn-i(RF$y z^OD(;st4KJCg_HZ@d~!rDk}6=;QrweY=}+vbKIo$CTh0@)J$${?dJYK7pnRUQpac? zI1jkadxrZeB;8Cdo#(eav-93b{?|L%mF=9Y4ArlMbAqRGYGn7#9F}o4vt@7w6~&)H z?QN`N;*axL&9ZoVN8R``dy{pWd;1lsrP9?HZkDm8+jHn-P@hU7z3KT=6!3U4IqfSS_%mrwO1r#M@^;TRBVW-x)%~Zb_n)mcw62EA1WN>`WPg!$6w17m^Ks;2 z9gHU zJp(-By&w4g^^Nm?ALx~QJLO28-}64nYvi@^w9MNfsj#=dvoAICJ~8V@$^@T=_Jp!? zl&lvrJLEhFe;NKM_-k-aBqer(o&x1UpNGzb>qPzy-3rwUmyF(scGG*ASL}g~i^>M= z4jqNBxxb*JdP?Ag|7Ucg<)0Bq3w#wQofJ=+lhh@!FmNO3gXHIu=O(rGcW~Er4$&$q z*+#pF64?=cEi@uK9jQDnXM3n^Xjjk-ZHWx0c6HD2fl$Nn3z1If(+i>Pkp{6rv4Of} zEVL&%Ue;#0Cb=tnlD+GFb$wktTan1+JuN-EJ!QQsd`tZU0<{9(K#8O!0biiGzk~0D zC+eQyDyp4O9#Y$?m_3f#Yjd7uvqM^;XCE407f+bbKd9N^XcXAx0*s--VEy!H8M)*hohzGfP=B-uaknPgA)4 zzm*zqZCAmW>telTmuv=S`%vX&gu|3f>k(S{%LkojBIdA2- za@3p#*=4d9XBWvSkmCvN4^9vD2``R(9IIp$q2|IRhpo)g{&MznWxC#H7n*y*SZI^H z$Gx_9k}u+`?mz7N!?zJDs<7`hujR?>-Qg)kJr~2h5_p!lno|MmsS?4mZ%D<*vs8iU zLdS|<^xtAiY)JHWBqee_+y{5sj?nj^P{<5<`Teg@EYv?-E%GQbJ-RfOrYB?1ue0gj zqfAkEXiJ?_sa6|zAM?1q?Y!T4U-y0K+wME*>*P!KPVtWS9CDYWZ}oKNMCS^+BJ9%Y zQ z%44^o<5x@0!}YlZ_6PULGpOHlm)bf-xi8Uz8>tn!XFpJRo;%t7ko|vhGj=pk9HBSH zH8c;EDyY#mR9(b<=F7yUB@^u{D*4fy#i~d}*pcS@W+$^0Ge(SiM*{>xVN~C`v{Y{8(EBTyvjz-zEe3BU!!j0KI#yC|m)Rzr0hgG^jP6*`rryo?LcgKk(dX$u>+e&?=54*7 z-dLYRow}k_KB;V+Vz=LPo}4ar>ke6 zr;+CyPFa23ZQMJsg2qrawkwq-M>{^{=4Ny1Gbz?-Gs)~?{-dwb%j&gbR`i?bXVGZn zK(rLHCV%Yt*hYP({-;rl+IVxUbJiWska81t3-xT?Q64J?)lcbixX<~g^RV-Ou1!?4 zn&JA%9dzBHr{!qpw{-lVPc!|f@2f87K((7Tg|2}%6^4F^FSIw?>x>rG`^IRqkI{^d zmL4;&^&ypZubRcJ$@IRsZm#8w^fKMasmy2m4i$8v-v4oH6E{N7$A@rxo{TGMhWCW_ zrg3xp4eAJWr-RG`y44JHed)a9T1sz{lCG=HsB^4(Su3KRry}7hZcM+bzD$L~P3l7` z4)jt7Io2zqsmODKo8G@szw3q>GlrQPjS=PpIs^P-c1MfnLzh=I9>p~4@7O`BhJMx@ z!X56iwrVdS*X(m@3tgrg)GVq$d`>;fs!BUo5yj~&?3|@F$AZgoc5uDxD(9J}ZF4Wy zjyTUduhKo{RVs@#p$bu@Q6s&lKh7q=LnBO-pD z46JgF?$kePZ?{(7iod1|!<+EFoqVKcODpRQqp7#GXzi$A;YS@WxHm?|5Hr zq?}Ueun_-FyJKf6^X#eA^?G6+!mE-(hWb^<+V~@GT+OlvsUMr~sJE@@RD<(4imJNq za)yi~wYJjS=&JRx?$bB+KzyCmnc5-+<4${fe5v({R)W5XEwsv3TUR-2pQ^{-r54eT z_9CS@cZF+GYyC}ox#J`IAeQ%NtErl8O;WzKsMiwDYu{96lXdw>8E02h3(--e2zNl5 z;y?UVxlV_k_VKl9er}?du&Kgf+w_{gWT!gbv0qXfn>W=4_B{H1ePWJLYuO`|FCC-p zHFPj&W8a`o{_AEQZG!bSx6-S?i4W|5lu7nx`kIl)sfMhmQawIH{Ulye$y9A4Rr}AX zPk%(8{g-;#(bL|oc8z<~@pjPhxzfyRuKsN;Ci|$p`HmxOPd4uMpciw@sUc%-cFy9QgGz! zctWZutCi)9`6B+xZI0bmTgN%$XQiWsABviEV;pbW<){#;#j7X<;#;V}IKh#m){1Az zo>BvTp<}gjGv42EQvE7E2w&?&>UkG-q$(}qnN-!7M6J0oP}`JMdMAh z&E%c#Q`R~*QXTXeSRUsnt*um>s?BYmc0j45{S&`HRi@Xeg13fUYe^UPm&x0nYjtJ^ z-lDqEd&oAa%U#C4V-$D%K)v1W@tH={vD3O5Z=qJzFDnIEVX1h~9Hb`MHI>!KP-^Hq z22!Q_&A5XeB2VnK>ZSNQ>R3l5b%F9pJjXf0QOp^Q&p}QXr;gKIhf7&vKU0VkSf8?A z*Bs-h?@tFt$BXgL@RV*f%P79$M#9NOxH3_0((q6{Y<@;-G{ zFH^_FkGJ*{Dvplkycda&q5jQHs@3>7lMYt6;TzAUX7d;H#qMwU<0q&&@Wei6N)PWg z@f+4OyE7e+CnBjnvR|`j;p1-?)s&y;(Q%ea zNS~l>w#J96LzK$u-}t}ls_!XHsU@|_k(cgR)94Al&>C<5!y2Sprqhj$}R0eHG z+~SyhoK?+6VqT<2(lsIkyRBQ)KPkW%_t=}h+`rGK4kdbV1-p5?<4Zn$gnkNHbiN(M z{fD=y;JS-hj&kxR1C`D~QEL9p|HLL@N-MNjPOt0M-Rq0CD73qOIl*;)z z)&VMz|4juT!y09NXT4_cr!wR^tdUo&?RXt05iM9k%&8Y0N4<`h=p&FxkD>Nd>EEWc zb~ezeV9Q^_lb+A{FFmBzP#H5vovMDL2BE{bRA|&44U~_uj%VOAh*FpKi8UI(c0cnL ze#dBRRWyI(YWUyKp-}ly_fUgy`_SRYWa{4SGLKs?QJrized3on+qr6Z#&|M3y}hS> z$^QBNzx+S?kNMmAlLI~c!@Y+*%RNur&FR{8kv?#KEx%Sv`<8lDJ*f3*nNg#JwKXWk%-$E#Ja;77*LgvoQqdAR3y@D0OGou${$$FdE3L}qw(&~h^`5oJ4s;BHO z)cdl3ssEIJSfF`eNMKeV)8EJ+^Ir14;_KtB>8;@D=e_Rv+S`rO*F|r8Z)4v?Pry|q zKERqCZ>~=bzMa)S{ZWQD<9}(tr*=zqrO(WA=KPm6An1&2j74Lc>CiUHY9IecDdg(9rB^Y= zn*FQ~jh^}d`ZV38Pt!ZdFAXnrz<1c^_kWXAC*_5dDJjcRI;1R0DUn<{Fw51|F-Tpd zuF~5E=VxEcKACebt77JF>B}+)X4enB5jv1FJ6uu!!g84HjeqTcnxTE=`opzXtDy~X zm2tn~eymMIa&LC%cF;URr>lMV(0-@4MJIDH`uSgVznZ3f>dHek=7;{D0uKW(Bn?RV zjptFk8jX{-_LR{1&-fSbLu6Tc%b_^Kf>L zDif%0Gn)A5@pu#B1#R))Ur=mfem-@Yw$7c`Th2Sv>-TT;FZR9SFBg~_Xp>YSd05gV z|5zSXyk98KjJEb)=EuQ%X`iM}P8*W`QQDEGp(i(tn|I@o9JufJ?Fjai~DN@iufCN7r67gdT5307Lm=7L6M@FTb|T;Vm}>} zwj=egr^{0FXUxvl!yRHLqb>A0BuiY>Lh1x(L+|83pX3*kHxirZ=N;p7_+RwB=vn66 z=K9z<2z^#h>p`q=GQF{`QH8m%J&jZR5YFGNw5!gM?o@AH-zKl(o!|+1Zo2>H?(6x) zHA9=E4CO|@ZkM*c2$##spYvg`LB`&vDbGS_m$MdSXJ&25Ss(quy6W(21L*>$c>4RB z_#>XRo+`eA{+E6C-M>2bQ`xXI_3}zP9$RzlBsw(gk8iaPJHDX$*Wc7v-bIb0{>tB^ zxAejX(8_he^|njb;&^&HXqD8PRF->SM=Uq>%+}e-#1)#@Q}n-co&^17w^*f|y4l@B zzr;@HO=CrjYuK~BG{sd#tEBv*{o)?#KB0D|L$FJILw!yCi~CuBb4KeO|6J)yCBR0` zv+niIvD7QS>FVb>?^>iTa=aJsPvzy|)=Hzf+1Ku9O^2hK7^|!f)H>cwR6ai^CcnB) zTkYKAdg|Kfx#+3wZRoBNUvAX|(l4WTefDGO$+;XQ)w|B^YVr8TR++e4t>}Q)W8cP3L>JM~ZjoNc z*klg2@}kc#VSg&x57eriB;eY@44+=8TcqUka9b@m-izqxKS>@bEJ7Vay+8P zKG&N^c7=}{L89@)?M>!F-D^F@>o_s~g4x;JZ51SnzkurapHNM)ndLP{n_pQM9LKbp z)D2Fy2HRtZk`F1>@d`SX~% z_qUaOBi>Fro6wVEKec*0TmLi9nST-^;C3uh{jkx&{EIFJ^XYwB*=l2*H)iYG%ukiA z&aez<{K|$yHOk-a%QRo`Ve(d-+{4OVaZ-aoT@a8h}mj+CD$hlwpMvs2CQjPk}G#xiRX zRm_iC_vsK3Hov9sjfMT0Lri_Hb>BYXc&JTs@AJ;WV}C2K3(xtvq%g8REqP|r`M?(6 zIPce{~*QpV$P=9n0mAnVx zy=)Y}N6kbp9-V1qUo24jXp5Y4T>;NLUn&1%-!$(6Z$WRi$KxC88{(VgS?&4JyUpwO z40AtqMHH1vJlo9S(F)-YLW7B;C_y8qa%5EWar9ht6m>>Z^@jQ<`W`)|51}@-$Lfgh zt0C2Zv#o#eZFHm(;1K*d_0`XueO&Kqd#Ky|g7O79LgzTU-k^KsZLK_BwU=Dqxu-xcnLC4MkvdP!!5?ow^W(Rd8{vW|E5@P z(PLz+b=Lmb@t!)IE}MO|L(XFEb3_{sd$UO_-t67yjrnQ?`UDyUD*KOlN4hU*Uu!ef zFXC&>7J7E1c(`n6e~vGd6>3e=+3H9jT0NRC8jOA!yAVAYn@Jai7D$r2j%5m+$n9_G z160m_1#871$L5N%i{7w(IH7(SPqV+YYKkA)-r;DVt#n>?&2)Y5?CL!3I_ydIo%TKP z)%1tRImBGJyVp0TgU47hC^AZ;;Z7vrRqNsOmDp7M>HmICzuxq$Ee zN3wZ3a0)zWHKzCN*Ty`(qjA*y$|h&hF+|n1Ph4Yx;+`klQ^j*DCC{!txaA=MSoX+2Y(lTlK-TyiSMxI4fh#mJL1gmD}ne1vz+l&tX2GQ%9u2C+hyQjM`c4RT%3f~Xpp*$kzWd_lqGrn8iS)Tgt#jbmF zG8m;ykN;%tXC>A2;`D9&Nmuj@G3h1nO)MOn80!&h92*-=iM|y3fL^B^jQhqj;uE#- zUN^!|@ux6%LbqIH5!T-lr~+Y^2M(|(5vy1x)7Xy6RcQ~0WLx9cs=GgW-|d_DZx z{;q+)0@ad^2X_0v^>xCY^}72zy;`Q@u3gY7Y^-Nb^2K_`%xEb3Tok;pM>0+Qv;EB)eJ>YKY`am0~ti|Io(>$fe zqFIseB5y^$kL-$gqs!>9`Ytx!9k!yJIqK76;VZJx zbS#&$cG%iM%&<5$QNAR{a58-}4{8gXgI&M6uX|dNF*3k^#NR9MdeV@j)TEP1n*wk6 zfAv=NJa!FtzOS}%^s#pmHJCxHa$>A_?CWU3Xo+Z#`GXL6-$udBOz zz2|rDm%fhvbN;x$Y2ckezQ9d?U4M?Zr)Qfhs5QlZJLJ$yN=&tyHXTC z!d&`DyhabP21G?S5xFSm8trQ4zCld&fOop@J^#o4&i+%rg1$xGH?Z{DIt`T`f$@sg zG~;mWjp#MzE*%MlJ&`%^@h_1xkw($vXv=6jAiNT5rmxUb^=-scHbRp_(YD3N4sDCy zWC7WuHORXBkqBLFDu~abcUBR4Zrs-D(^Il6b@QJ(-=dO#Kjhj%&mGSuZ%JQ1pVv3Z zyWX?VZ8+=G)%r_E8TvwWHwPN`W4$@y?4euG<4CdS&S-jcOY}(ea`d%WyV$ANZoMQ? ztf@vXvy}A*n)ns6ic1m4`;Z8LRIKGYA<><_{nzMq`jlPOpW@ZL`-^UHxg02 zRJ#AJBi>Y%F7F4>fk)}dUC~|MRo(fjc2pTeRN$F4!CZ^Q>moa1B@x_Lp^lEx`_Xq} z_hOg8#om~QZiJiYBXEZ(db%~zewSEc2AwaKkPXt2Zmg}9p7b4EK@@caeFYj5D|C=+ zb4v};LE%s37yL-SvQq)AyS7nlL|2dgu1a(!9qqpCdg}avsOD07Mg0y`EBB zBb@oPo=R~%Yn$nK6EWMFd+1p6FZqEt^%srxJlY%c3=dsY^O8$h8T;==x)EQd0;iM6 zhxDyjMJ{baa+T%TgP!Y1nl(0ZhMZdGCQ>_ zPCoUW&FTBL8(Ml^J4x4>Qur~?Bad`^$Uj>67p!#iiJ64lHp%I#W4&j+Zk4A8-4kr0 zy;wviiTCCqRyl+U>1E?JsaQIXtkqzm^3`}EzegPR>8{g@{MC(AMov=p!c`6M?WHwX2I*CBVe< zR(|UsJ=C_6ZI))fO&``RRuUfJX;{{m=|PYokv~j?qmmRbhT}%Eur^SZQ^r7oHd+_sK+=fn|`6 zTpPuGr=CE@eBWg)ETa3(bxG4 z`rM^!_qCfuEmsqx-#|ZuKah{Jv3Fi4f2)>#4C)wXHa7pIN6I~;q*;jHr<+I3h`Emb zzI*V|pJfMzl4;+b9PnXe0hFc!cU?I8Poztw#C_VIu$h|0eesj_1tOXUh$4MVhWv|k z2W_VufWx+_y|u&i+dB+y_7hD$gpaPE)|}?>Uv8gvFuWqwL5eG7}H0Nt{$u>^Qb#~43f!bFx^1V~C+ubT)>DXY6e0T1 z9ooJf|Cs8kE8*!RcIps&^aZ)(^R&VAJ<6eXW-q#5o>N+Z$u~I9O0ScdL~452FLI(= zL|@6}X!urW*a>7Ut|T*lARhAXsFJjwO#LNfYLs@oM&*?|RH&{*jIu8I|4rz6ooXLL zD_*DjWqr;7=ZW}CAbt}gf^yO!Jr9>sYrHg3^9E{P^;7y^zf0Bgf63=q4yB~B!nWMW zxDD;EqY}skYK?uyTBM?Gmqg94v7F==Qr~eoIU9qy!SD%@gt^3+K7v+e#3vHzP{1NuSZW)IYsP;Ptc#cs+ zbsCw01*kmi;hM}1`x?}IihPGH_GiGfp32Py$s!y;WhOJ;h-lYohnKVBD*7Cz(cz^r z*;fuE_S*w+sgV4X4hm<0e)t*SSq_=q|7^0E$}*jyPpft5*d>@A2%& zZH)0$@~r}O=8Yd9qy7RNg}$aU&j!32lkJ{Zl0Vb$)5mR&F7dA17Ab}HenQ4gFS;0i zOJ~YIlr40j_!Ir{t1_KVh0}=xjpv3%J9>rG2R{XnkVC-Cbuju0k7~qmsz86I=)^+( zetHw!;@*aX+aa%jsc)$mHyxaT?fpasU7_)9hh_M+E8u>?p_>)+CPNn zU!)fEe7XqaC(p5zIz+9YzM$q;A8_608{ql@%v7e2=^<*rZvu)d%w0IXl8lZC_7p7U z->?i%;UVixzw3+WqQZ7EyLCF=9{*>y@ff<{+3$9xt*?R-#M3Rv$W!BQ)LwWpl@Q8*S5RRx8$^afL+|~@R66)3oP|i zMo?!ZgZFz{Ub>m@qi4%vOCpS4AQxVyUU^SCc#NdSdxYqbL09TIXvFWS1-J{Uv51IO zLbK769ecI{Ri>Lj|NWu4PH=e}ZoX*f&1u}Sc#*!r$D!OCbml3n9zmafPae(lbkX>X z+=U(N=mI#>PvkR#e{Cdt{t=IVkP$z@3;W=OQq&p!nVi|zsCPREzFS8f=C6^YW4VoU z4_x)8#`p=mOY89@+_6s6b8rXN_t#Kz7tV^OxQX$(!=#H%7yKGG=+?0cXr!VRC-xSb?D?1~cKevNx+QbkxQg}lt2taI_v^jsZ}FQ+CsDkaRtMoq(S z6fs^iwi}JiV{~t72aUSuS2bIiMBL;GJ*PU*-}-ZPiTarS!UyOCbI*C5jHOifaQZ9e zcv3xg@j>?RoN&)_ozdP@n>%h>KXTp~8JQb8mGgdf?W~iT6SJmdyMoE#x1-JUA;biF z)4BW>S<2s|x60E=@-1}_I&K#D?7&^3$#fMPbg zOQvd?ySulXuMQb`-+OnuJV6WSRO}`ObSyPuP9K^{X>Tx9qR9 zA96}4R0OKG1qZzkuoj5&zfR}jmE}WV=+1Ecj5)rJkD;e3+`5)75ISexjVX-xpq4L z=iJIkw~PC%=Oy2D-<$p(e%)8pTgg>d&9PR*mW1wQ{gM8DYV&9BJR6p}H9aZ2dbo^U z&i1R%oNGOueD{6Zd|ka=-21i5j)(RQvzu{(yFNSc-FCLiI3Ca=^Dv#g^0*)4;qKy` zuU&^HbJWkZ@lL<{SI-B&F?i@afi8a2Q_QtP`OR7qn-=;p>*w@*X&2{}AbV8! z2Ys?#2oK*XPb1$E-)vtGZ+-V2t%|b4o@CzFAI9d!+uqyDUZ@K%vddN0oD?-b&2BuF<^`vH` zmd`M1SAEdQ(9UY zK@_ALq!Fa0k&y1@`nGrK`|&+IB6`Q|?#w%H{L^JRGSvjRp|HlRtgnltgeycMk$L*( z<{JBo7?9tpQ$ZvuI0KG%+G_P%rJLNJ8MHa)o~g<;wVq>>bBVLMbGE~${3#Bzx<$JN z<9(;neoPscyga#UYWIv1fi;mPR$b|>YBrAG)P%NRRl9$TO>yd{;|z3<$VrAz1{Vt^PM(UeUAF>Yc-@k*G}RUDdX4&uQOU) zU~P#O4HnB>mby1-@P`f`W+p93EtQ!Z>|vZ1hN`DsbG!{=&&CeMbh^zkK%Q>L>H|W> z19N@Nd_Vi&1YOYwW*70jlH#c4wmk>DJH6*Tb=1xoqMj3t?i{lA9x=m+fs@+!v&cL(pHm{Tzuz3n`$Tpq_aYAdCSa!2`1J)~`S z_#Jtjw;X9|6|CWh^kShanbT53Nxy&S`k_*Co3tLjw&AcDC%<$2;VBwBChke>Ht!8y zt(kB{zZ>k}yOQ22?NnN7M&&^BNJA?_>gt%~zU-|RJ1O=6uXo-(!TCaapmtR|swdS^ zbP5-7lyVHzzEe($Z_R%qKL&baoJ={8>1@i-jMBk6`cmPhy1@M?MvT83e>5&J zX12?tI)pRPGQm@sTKcur7HMlUR{3v-$C_zkckQ7o7DI9Vm~_to_gd!-Z5=JIMb(Mw zK$xPjpx!Bt)tXnSDlRaqM~?aTrmstRm9#MFNb;9yqE8EtG*3y-9r50Mv7xw~aR*`! zxtD0!rQzoNuoP&W`8a)l`mdSW0zaDVDJ=us7-yim0l4XH2&EW(n)#C&rfc zT+p0S33FlC^go1GERh-O-xur>?QFdh=comodtJrcCEcZPk9E<$WIW!cW%!yl#yQWG z;4bf8=NjRttb8Vn)SCwTWJHn+emMK??7LeZmZw(poeR&k1m&zV(OWh)5_>=wP2 z_nVlv9@Ujqy=z~O{N%S%YklbR?)BSR?K3jVi| zSs@|@JNdR}KKES+=;3N+C9yC+@0qKa`=INTqo9V-5EF(*1BIheo$HpGx6wU z2`RyeIBdSv8`_`9{k2QZd#;_X63&zAQ)vw+#YN&rCZxqx z_U3Tp7JrMr^#{`~B~AO#B`KH^$!H$BXT(aE)OcqCsMT0)wp>j3%eWfp8Y&*l9=sj8 z7oBc3lZI+1TuVJwy#qZfT@SU@avq_N*;`)>hPcltBQ#Q0I@fxS#hr<-7+*bhk9(|o z&0ZU+<{y@xo?JVrW^%u@x;{Ph!0-uOl%whZsv&2K6D=d^4~-3`2kHjJurGSZ^2qzN zcCL>+{d|w#wc2q?IW3O2=W~`^W}4OlakX;IvEKa@#_jXiW8Tl*|7d-r?Pl3X!+_vx zpBc(nk(o8nI9yl%#caV@aS`X@n?|W2b#p1%kz~44VK@T>Z;@!>lx=c>F(;v?+7S|q#8mFtA)`i+9*6Fv=AIIDY!cH zI{aDmMKly`f;V!X{v;|z2Smn#B@V*x`HAs4zPJLMC#H%ArRuDd3sE{{(qG$Ly$P4O z%yGaueh+NhSo02sX zRxV`rGyaUei=2sMk9G#XePg6rvr$$K0+qZcf7DdX=l43wcPPv!;FT>03RvCw(%Hnd z)Ya3~fT*i;jsn_!P|1i@$fz1w9K7tG@B7p@+BeicJm?FT)BiRCw3iRHPQjWC)W@K) z9~{kw%V4tUg$EoZ_Qe(}W9BXE zH?*%;Vc8nW7in?Kr7lzBwFIpwjucTl3on0+z0GsyMOP>H0rv=ZVFF>6DPM}q%}6A7 zNDD-Kr+wr7nSo=W(UHOQini68>w=zI3ljCS{59BEJ7orr#T+#!kTqI?ys@!pr{mGwU6pq$6=#( zK{QjJjq)=ARI5Mwra_V|t&>|RRawW|Y9qDIS}|>bT3*dc4|opssM=R^pp1Kg1E_(c znkK5d<=1e!^R517R>Q3qf&CvA-W@82mrTMpy(w@j&^8zwDi|IZc^v)9=wX((vV+p3 z2!1gih+z@+t-2hB^({`0y?DA>Y2RzZwZqy|&EqKKxUCJ;j;e>0o$_939N2Sby9;N? zwZ=~U&*;U-?XV~OS*Ta=Wngn)bs!kn9-J6@75+53OV4N4M!zv$SSU7@N->tFE9KOM zjI18oW$m_RfU{@fCi@rUf3aq(KdHx+ZSrr@2yr8-Z9k{w`Y=la@t=G!dZ2-6tM`ev zjf@9%A0O%)`Zbg_JUQGJR%$%G^B;ALWKsy3;v?z0yhE9!e#!Wq;0Qa4Ix9QNJ9U(T z#T<9FDq3H4yK)U=^f5jj627g=DA3}KhWfr}Y;;~ETjWOgZ1|6GFx)V5B9aFLThfQ? z&u|{C$9puD)ACBI4m~~{#Z6KfWvIGUTL`Z;#<|Ej(3uaW{<)R||L*{0vs_T#ilTfs zDECRu&Asdm_$9{~U+P7p3HTUShNgwK!k+lU8g2A>4H=xc8aWR;tVL18Dh*bis)Zco*j*(%XF4A{BuBg!tHvqi^I z*W|29O=Y6eSE;6yQWWK$TuZ(ym6Oh(*#3?L$ze2fE})_Lt~tXT#4AYVabveJ9W6~q zqrB1BXlu;C|5VfLXI{ngG#{2=C|cZlyw0cKK5xZ7tS~8LNVJrv$Q$IV@H9nmnB`SO zWx1?_9xkP&tBJ4%Jnl3sSTPXGdS(nBq%lTaJYIk46Z9%@B8zpwSZvh5Z&ZU^j4Gf` zPMETIaU(28D``8ZXhu~#OBZNIO%OVA#ca5Wer7dzgBoTxvn;BP`Jf`FaCAM1 z9^~ZwDq0TL&H#}6+;9gs?VG}O(1PbuJ66o?ILPe=E#j`l7Bb9GQDPm_T!(8Ze&&z<4TSOk*;JEGxOO0 z33X`WP2noq;(P`XwZfGGEtHiOQXWR*-8#|pF1Fl|D4ozq?e z2D=_MW}P|0bg@njH-BcXnTs!L5~Hs%xf`R*Sp0Hx@hs@}6!7*Y=$eb5x;}vWF|V9c zp2;UVFK0tTdr1C^p8C4d7V#`tVgpl3 zNxSKejDzi{Xg<_sx_k?R^)54Jf>nM%K|jDw01xYe1LUrep@-lhS4Ib!`%oY?04=_3 zuMoab<_q;v6h43pNTfgegjHMGuMD?N(Mi>x_41T-PaBPQY>1H_wB`4-{p5ByH`9ID$5j`ts5) zC)E=&t(!W@#zJ1HEo1(Yyj}WKE&;kyL3&Pa>el}^lltl7{S=n&l&M+{^RWFhy2Lqf z+0}#@Vr6)eOQ47C1&8fMv5~>rT*h7_{KZv^6?@@Q=s~-c%Kwv?PeOL0*jlJ7hS|Lh zk#FM5tRnSbM(QL!V*cxl7QPbd`&}^R-|}<+Vz!fTgG{4wy#PpKdpci5JOqW&{#$qu zYT5fiBNJ%_e@C)W1yIaM=2^2k_VQ*lHF#yQP7EHnS38XzStj$pdaa40p{7b^+6+ed1v}+zr z&Q)OMjk9LKC>H{;c`2U$KS%iiUZ+1@9(j1D%kbQ!@(PvV==PHD^Z{O?AG2#bJeQOA zh!e;rJV@xXQ? z&uAn6{)eAd5=LeeY+EOLrIo>a(GL!x2VBrh`gkX@^88B+M_pWV#qEt&Q)`2j7cQg{ zNs>MA(Y_S^#Jh42??!jp!g|6L%qRWm8=66T@_D|+%; zj5W+qTTpq7fUOu{*MR+ekCWse300MZrSJ?sI#74PF|EPPHjC?08&0AJUGG`p1-@e? z&5vg0s&yL2-$Jfe5 zLdsW8;U(*l7ydPi-H>@Q-I!zUH}9F}@DvWmc{UjAz8CoCG^w-nInH@e%*Gh;!|L6K zljy^o+5)HTc-p9Qig^WkXX$loZv3A-XYqUP}atIV=6KzVTX zsA2}I%|812J_FmH%5_{pC&gfVX5~=eZ$%MNMmi7MvC{s>8qN2WfoqRr3|tmIt}6S; zBx`2>iEpMN{9_Fox27;_rO@2m4Q}Kw?(aad$NHg%(qJf_Slj8>9t}%Ni#B_;*#{w_uh{*v?wGDOZ?>=&e3(t;2Qs6ir`9+9n^9JIHON?&4@+3oWB9*<$0@v<{rKQ*Mz9x#=pJLX0o-g|X48H4=Un&eysQ4OEg#$c zI`W#0VFq8Jiv1eLR5fzI%7~YRb^Pu8JWtixagC>y?irtSD~#%8*yfL&jN7=9FW`4- zpbA;Rm}~+&H->A~2Q^1_p4?sdAWy+fPyCqi0)IEpaBd82ewKP>B(*@$dD#T2=cxdx9<~ ze&69AoW;mlD;#C!=+D(#V@)6#EukeC-ey!QUJZT-mVb+wCfj;6<-iZwlK8KS?9@w{> z%uj82?knNYoXi+1&Yoixsdy6CCY|KDH{7!m?Au>jZ&~45GRF5Zr&T~-Qv$y7Q~1Sp zJa?by74)C=Ax0X{-YZtUnlK&3;2-_$$2Q`Yli7<`hB>VV7duzj1Dp0h`T>rqx4cZ! zId>PL`EV%vqcOsGxVEb}n&zPaaKriL!a2B$*=0Vugig%&olu7_=IT#lSHIcli&p0( zs`mb<1R8QLTCzr6z*D=AvrlDqwXdyw^v(B>4uOb#E@y!c`J0~|!}u!9`q~4AYr8x_ zX{Qb$C#Zr_k6rP2IMADP-InJ0Q{bPcz|Qp)uCNDq$4O<2{uloLjiHLcT!H=mk^V#e zCnjmcCI7kYTaT(MBt*v=LidYdLKuz|9OW&kC=U0j>+)%dsuvdc}_Pc5%H{ zXGz^iid$>D#Qbsz5^i!kMG&{*j#`RGsH_hP?#pti3<`UUHZ!f$;)9hK} zGn|8@!lo9T3vzQspJ0WA4N_}mquRkS!u6-8QLGf7JK;+F#<*jk%$*(g<+WCNsCLG- zq~>p1y*l)~&~xGSnxu$txmDeDJh4!ojro7fS3AdHPsl8qe&^-0hwbjaeAw*OzVs^A zNY9|G#d9sn{Ve-$@w;5DrSITBr|KQ71=3Lb5&g6+@(LkpY>D2`_gJ}=a-JU(DrE1M z^I`TQiL<>`)!9}8sb<4``_g@BIWim>rPF#R*G#IM`Y>}#_>i!|bw06Eu9>+fWUm$b zL|o?Y{BHh}|L$*n@aOaN)E}*W-m^KDyWA!b;ZJAoeqEszu z%DX#nJ0$DA7SY2}zL;OLMe-EMTO)h(m`tINPky)c$(j3r5HAL%9MtNs<--Yxe8OQv0B2}dQu57V0Vn=%Zc1)M!t;vz%;m@P>t%33cS2Q*uOV4a~ zvWeNoBtD28p6mR_CAYou1R4C(ayVM)W7quk;Piy*nhM3 z&bc_-uJ|D?Q@EgC4r{@ep&z5U%$iawxQ~_!nH8WO|5;x9kYs5KJB_G^lWn$ zRJWo`*e-`P&3z;$CB9C=z_{j~1=6(8y7aiDE3b|`zy5sh+g!d>eT6i~qb458+BUJX zi(cnYj+B9~w>)d}bor|d$+d$yIQV=g#7>J)J>*)Lb6h??Iu(X-BT({)14 zZZ8dtOPifE<#qEHkrxl&ZpgSF&SR~1^oX0E*ev0eOOcA}jWbTXTlH$w%i8Z3W-N%T zQM$$M%d$R4I9r#vF0T4wwdlX0lEJ~D>}H0v*zvQ+@~m|o(;f&Z(JJAbp^=f&_5~%~ zvpn&AwkA2=XWbB+=BO?t0TL@zd)H zDG9KcF>=M2T8W1f|A^_TO%oIK;+a-*v7{|21^tC0qA=3g*1I_NQ0z8WSm`G|!n<-@ zFK4EUTebTx)AN^mv7?gQ&P)l(elzoh|C2~5;ku(qZ2l|@vU;-YirwevApWhF4mAsS zLwTYz?1E}{*PxgOv5^?t^{?Oz&++w0dHZJY>#c8FrJf6D(Z=FLZ+w5?#woF>;|tHy*l}?~WAeL4 z$$9m~ff|{4QtrNYe;AgW=t~X>`eA9M=T6+;@dsm5ncYeXM}ng=5>uzAY){YX-=)W^ zXI%qhI>v4Ec5{taE}9*qk4dTW>%(lkaB7-5MD8h+&{qeFWv)mYmOd>|+Hfn!J%tl$ zWF3^XN&ItHx*ThL8YvfA8QK`lCj62Z zLxK+@H;lRVZ*sEQK+Pk^+ehKcuK0Wz3I6ioGUh00q~nJ7e0-^dt8r^%dwKi8=%*|7 z)V_`i=oot7!}{C1!QEaPBvg-14es}~NxPifAvGzZYe>~67%ing@g5h}hRbb4x|pI% z13UfI0U4anx17Vgs&}U22l<+{AiUW3 zX@)a1F7(03Cbe^^3DdHl&v_t6&1?e`Ju&6Av7|QaF^5@O?VqH5S}E5Ex7QQv`c*3+ zeHN91k9|AS;*tYNSyH~p+#M_tdTqohwH$wvarI1{pp3NT@Gt&>nNu=4X8w{nI9SgZ z%dRX@3W$58qvBxpX=6!%*d$yM_eyukX520Q$gVNYT&0iIr<*gysIuBI+fyknZ~Uyd zM=`&7=DJ#Fu`)9NsRt9M4Y6oSQyhiM4bPr7n9Pn2Oya}ugbuk)nM%2X4!e`bdqe}Em=w`$;-q<~q zna)0*!7svPZ4PJew&Ww?&gI-|&lIYOsH_o7u%$hQqQly5<37w$BmR%PCljj$TRCq)=|9jiKGdM)Zw$h^=o|F@ZsGAj88kczq_`qC2Qg~|c>2Pr|CA(S$Q zMbAV=MpgYde#7ZjS+rr(KqB(P0bRp8zEiv`?^YAE7cgaKm80O-kI))^&R%nYR7oA7 zy>Xm${pPw#hHY)NIH?FXP~4W18!D%jlkx&-nAA-iV&6skywALg^X5%tR`gLMJ~YMm zCL^oQ8A$OL4``8Zta&8EtPyLX`^qLJnN2}Flks;v)7M+qIE!B7L^%hHXfeC*UgDqf z?`kf`dq*?pW)gr8$a{rW)-z)`?$F%$Uy91FaS}8{9kz$skYYHlo1wT}i4NKzsj8?j z&6$sO zF9in)8W+sL)=si6pP|Y=3lrCc{E!^x6(f(ii`2Z+_7Z7?Qd0d=J)|yDugRswVw`)5 zlPEP-m?kYy3p*vUi>u;hUd`_Nh0;ywsvH4Ttq4*#horV&>|;iO$R%(O+*zm?93qZ3(3TTKI<{S_nAcxb-0vx|Gt^z{Utt7y+Qm!NViM^5=#p@(=< zYNK2PshJ-?}3hH?7UpH}!JsvN8 zKjRZrX+=r6egw-g2T#RNPE|jlD?WgNbq>hdSk!{k&8Q(6O~FW0q674RK8KXrN7fQ_ zrk1^qGvFQ0XwSfkrU*O13|CpHX#X3MCSK9*CiE7YNPDEZau(buMR0n|M)f-!JYu$d zN|~pPa29lhol{AOIIE75v*U?TtU5-EXzfV#$jivy$bLL1OCnDqhay>{vHBz9Q{LT0 zPM7)YsP#1-zVe*Z@7Ps%^(Exf>?Zr^Bz}-Fa6b<8*M;zOtd`!2oUYMm|8BSAD;uOf z%3Bh~%4?m}Pn7&}QE4hV+mg76i;$)|QK};@vv-@*^*fQr;oOmgXj^@RIgB&n?=B6Z;goM#wsj=?$kpuHEb zUvu-3@rp#Y3{aLaAkX!QlS$&?{#BK}Cl&UZP@m-SZ=_TbQ5(o2v*dM7-qXx``i`hSG6r|of=HR@>1a#+ zj{ZbHMRxWY7_|wyPd~#G{EwN5v&;du(+r2gShJqxW=_in>U#@hxD&|Q8PuyC!8h{Y zm%)IEhP^rZ`86a1P8O5J-tZqaQ2Ml1oazkqj+$SqNMh$KZ8z+0J=V3Xjx;>I8=A z-1j+2l^4K68VT3LI&KcH?x$$6mY-Uu(n(vIu zuuu7nnfkS8UEGpNq)m8Ms0O*TUBh2S3gb@w%2-CKqXFC3fwY^-`hWTX^uoV@CFT|8 zfu1cTNwR}j9M$kad9?D7wBtcaL1ls*k^YfH9AV#+!0}k~pjw>mTI`zOdPLSu3+I{IU1O?YvnX7o*Tqh5n|x}N8# z2#m~R7|(y0tDlg>^%V%&$F9jL;Iqxpht~$pJ%HosIM|w#HiX3>p<~F(Yzb4>LD{cl zQ5&n~n+-2!K^OSmFRxaab-ySvYL?$GZ>(gZ#v{aD;pd-v7)j3bPO(eQ=?0kEGcIS&|R%Ia{IZ z=*9JT$u&|?xYwZx;~*=EM*3DG(Dq5pnXA#>m*7(!us7o(`3Y2hkNDBs*IRlH@10Y~ z4c9Wqs!FTLTj6ii3-NHV+ju%3fvNAX%9(!|8heYgdL6FQX)|cefeER@sNVr^RRPyn zTb`_e%*9o~JU`;Czp>sgr@8cFS8ipTNIAI=9pPIZ;sv=4PQC`7v>Tq0p3*MZ#blgD zUF0KDEop$b0gSvFBdrmf$UBlL4ol;4rM^YOaFyQkd#s0T%=^Y*@>u)O>)@cw9;p#&Qx_$J+2EIcAfj!QkD6N#6Su4aAqWQ(6r&ONJSH(avx! zC#@ageQT$APH1O)rNu^5dzUze?@KY8TldV;Lb|azdRw1t=d;=yk9e*dgS*#|Te8;} zZQiur8q4f>v%A$-EKRyl98a>rOqrZemdO*$Jkn4; z%}#r-RLy8EHnGcCZN<0I8x{0fc09K3{HH< z%nOe_-by7?ZIQi2#QkDjkG>?oayIUdoK`>d8P()njK1npDYb;W3YAbBC94@DRk6M` ze-yURMDP#0IH%M?EMktdE{P6dwxO6!$zmxj9@f9c5wcQjMUi4#go@u@L4}flJ%{$ zk~EB*q?A53&e^@i!shQJgdD^(Ghdu54WY3mBL0Yz>bUT$nagYdr*_dSC44Oou#Ve5 zz!v8eKYE7-+Bk=t>&owH8az0d+~wfS2(LOdkA zWw3MUWxfy=((96FO~&Ch$IdGzkP-L?c_0t@v_)ZGR`TptBt1V7chY+Jo<68nu8Xg& zt9A(?5A*JN)(j`f5pEPQtJ%Bd7p}mMU%~ITl5E4yxQf1D#=MJ%%t1u#Z{{vs~W3W%{jo%;=TuLskx4OO-f1%FKH4@T6`sS6{%k z9AbuR%PM}DmBM0O3h-376Hk*3G?qP2QxgBK3;6wbj!KfiSB10e7-rRyaGyQ6SAKj- zUkiWRx$Um-dAZ?sVSBj73abRImGH!+Ne!(7Z~Kwoev4}MIpcjU4(Gp63uPe&~sMKuBaUHi<@CxZN^+Y%B>^fRPj%^rk{A#_oOHGvPy7GhqGEf6Q+p+ zSyx8#r1)6}r&^uxtk&aQmZZz52F#pow6V&wdy9jg3fYt4af`#VeeBHb!``EY{fy7F z1*MP4J2}Lv-dPwX{)TqqmEE46@00%@CF{7N+2Hc#F@DF2t6|fhN*T;wL-_PQ-tQ6C zv&Ldk_5*o^+nmxZQV(b21^kKCaSQvmjf|titoeE1e(H<6;VK`(OSUohpwG!}ehb^1 zM!w_+QlloI?RmytKdTt9zvSxfwjY~+7)|+}OYF^8kRbU9PVyRJ18JAo2=&5e^tnH` zhMEhlnj~}DD9K8ROGT&n71}t3S1M0>=tFBG_o5@u_#t!xmq?Or!P9>jRl(=zFpr5{8umTfY!>#1hu@&Qf+fx|7kLG!SbG zcTjSCbSvIN+i(iSRhaYlG2u^Ew&k#7$(;2@3X|;&)`??Q4R%TCu*u&F6~)3_tNSPw zvctADg)i$3m-vWhdpIL{I;zO2+<_k~ou4V;Wd2_0EUlD}iEZG+H{gqWWtPTCUx1mV zJY#1U&q7NOn~&^hXLdv1qa-Mfe&Pvx6p4GTNKcs!?pOg+x3*a@o@Gixq%F`YSUl|p5+NZdi{_7Bn|`wVKcFRj1Kwnk-K;=8P;JhuacL5%xF zeAr5P1G5J@FMg)a58b1fdAKqY6ABQ@~Fi zf(QqFS;&x{?*F03oQ$P?%qT;lQn@1;JroaubR!5_cZ?gqke2Ly_4YG%M*C?Y0{t;Mf} zQ{+eAMmu1euVJ){*#mjPeiC9tQQ9L`70)okej^+u#kH?>nB`k_c59xt zy+Q~*$~Jc10&Mg-Qk*ZM9WcvyY?E2D~uDrz{R*wSt6&QaTzS!A`dpJ zx!cHQPBG6J5A?xwwyd@8;D64?C+-UeT~ykGQtvIuFx7jr7S z_IdFZSpe5ihs8>YG=+CK(ca7%;G((EbbmbSaFRa5&U7{T8jIL>m&P&u33FCQ)LGjY zR{`suRmxU5O+3Lvp2C{&Blz1;_GJzKkIghDPoOe)?Gj#BRb0#1d&ud;B8&5wJR0Wy zd+Dyw!Y*s&<1?4EJHW^fWk#K8^bJqGo`bnCIbN>L&?8>arxS_%C{*Wrj!=%E}Na+QN)3faImxEjU z#!Nc`kF<&lcM#(^Q5jRVU<@zLQ%Ki1y;Vtd@p$D~~125X+)EIcYW zA@DLVFZ4&$VULh;ySZk2mU*Xon|jN59PT*huj(7AgV2Xv-#>P7a7Ul|KpP9Ha7{H} zP1a~5)%wa2=?I#x`E)d#mG%m+qC*2YGAE>7Nv@C*lQuasN2rHx*u#{o+B3&KM;CRh z*v3@D9er8Sf50c(E%Q#WzEMgnre<-rbe(X$ayM{)&?c&B$})6*XW<&M3Hznx$}?@R zGtJSP>d3($ER`JdwSQDaG1%4I77mM*Li`{uqow6M%KuGwo6TSK6T9`(eJ5e zjQhCjCoNrUWwnb|3NH=siR?ELm}eg?-03;`}_S_80#)&V>CqUwrVT_G_7LEk7lL^;GA41YPUS3B{Pi$^1{Fr!B5wB%jMv1vX1-J%iUS4SgH?wCHYzr?sa z-JB=o^7eTBU2vZ-IaBa055Ch++l^6)%*A_h#QB}8k$Z+~vDQEyNv30B^iC)_Fd%p~ zv@={=&$JTcgN|+PHr^63b-Yd7jh*Mz>r$#c$ru}XMLSE$a0~rcD~nW2eWLy5IOmw> zXwUeZYL|)>2yV|jmbNkNby^PJv2bH^wDgN(nQOJ@+nBE26Rus_L9wOTI8rU(_f7Wo z^S=xCHoFN0<+jRHx!n zW8b4mn*n0Xm12i-)BX|7z)Mn9$H2_Jm0np!=!vhrZ%1Y=->3f30VPt`d?X0?m;c7U z74P^~@)_=Mz^7*v&KQ%?ghr?dMpJ38+SD=IQBoVHeyzTgdq|^22_3M)UNj!15@4VuOfiZl>ZucHq&@WL0u0&J*kNLATOqfR|*+BKN(%QNj zsuis1uao&KbE;pCxU58SvP3BxXjGhXNxExCjeo;u;Xc~0_Uc)61@4C$@(!t++*4^rH{515U7?u;orFhuT zT}~yX$&;9e`>LLO!2Hq}r8m{HlMi#iGKA%L+26`Tz%|p9Tk=TpjJ1>8zI(cAR=4(Z z_Rfcv_#vq?dF5Gn9j1^6-Co>eyFq!%fQ01(!RW%7Z?LnfF5;DY;5g$d5@V~6q5_s_=LP-%4MAk$+9v)fQn2nU6adQ{SS!eZU$Yv1ZXM@q_3g zVd`I)s?%h3En+2IA}%9=*C))T;y6pBX}DClakzBkW^|oV9xZ$}Xl;!e3EnJ42plROZIgNawd zkG4lCFE64qWCVVNE~p>xu`AEZ?=fUuRh1Lf=~@BW3ICOkbEed2nwSQ=y9~tj5vW0R zbm3#zx&HxPB$Mqhix$eoCwCU>(|I%{tASs5Tm6j?D!Y(=d18oK~mNMQH{(j^e!!=c$==ajfS_no5q5ChcXEWCcH)2sY4& zMB@XT{d4nc2G?vJpR_jbz9%!?Vf4pyQ2&Eq+85w{D_Xyr0X>TENzr@4A~wJsCDYLR zo2@f5+~EAs*=}L|Yxd+mH5T5GT-O@6$wZj4;iTVo18H8t2`9I>kp7NeNZ%bV{~#Zi zdWjzNy>8N0dZ2qaAXOxf?*MaOE*wsGrC1R3RIw$EKlgd9L!5PTf~DsaMxeDlz?rTr zOvHRn$8ACDdhtrV@cvq~UieYWU*aUO2JGT*Fr~_{8kCOC+H-oz${)uLaG~=yN2hY}6>jUoML&8j&uur39 z{}%N78Hisj?9L8clz2i=0%^GR9!Zr*EbI!3)SdHeD-grsc6WZ}QdAp0Ap#q*g7e8R zDNfpfn)(*Z_yxxMK#=(b_HDd|)A1W6@(ym0R&|N9Q5O3Vvvj)k6FAo(l7t_l$^U_8 z=oRbl4Dk*puU~Lo{EqMEA!y?-e5S2<+Unv`c*$DJ9pw4Q!OB^gWW7Y3fA#t9B(B>5 z#<0N{PNUcSd!Dx$a8ikqkLwwtnY+mR&tN`j z1Dr|A(a(FpLQQ6@3S=P-Vs)Bq{|qBm0tdqgxSI>Y51`%qxbB}YKkWc*YQyR^-nx#9 z$pA57^lChZ*EpvR2SbW5GGoEn zd}P*5;9Yj$G~N~0&Zqojh4=g=xvmdQ2i}W?u;F(>G`6A!D2l>=FXz_ljAoIp`zGLC zS3zXbVV!G>u{6RBk#^wh*vPLZu<(=RDzbr!y&KP97HJ_!bPJf6`i!4ts88p^2{oX3 zXgjAl(OL)ZRiB0mnFMhaW&djMEih&<*d&x#1381^Ai*t_%BN=U$vU(ZTx9_W*vDBm z8C30Kl5=lP?^8M9v|%(J;ZEkphgb=PN`H22b9fG0@N>w0VI8Xpf~SdLkeT9){A>6% zcY|m2quI>{S=z#CwFi#nF^N}$%%JfY@9-bYx*hQmti-R8$bEW+R(}t^j1%1Pvfvx( zyel1KWh-;i$9MRKj`}=|xE(OR%hBtnh(1p8bLi`{;X7V&qW?@zNB@vR_Q*p?PQ1~vb8heb3X!xHQJ@IQkGVg-M##rafXJ%WT=!@1fQlkoi zGJekMZo&t6jb^CVq_q9Q7)WOau?!UMYo5hKW}Q{6+^fO7DuL{gj7_54Bv6Y9xGQRb z*K~th5kQIi(|dS<8Rr{V+0QvI9$-y7A*{n4)RVQV1(?ElkoY&Sle<`zY@RV4=T|&4 z@c`zr>gF^OoMoJ=8rV}=qb4oOt@+A)u3&q11G(^Q}UI$RY=bM z#~5ddpe@z$w9hc7lM8&4eP4QMDJ~kCN-`+f44S2r4ovq-Qq5=(wqE5 zSWzoCN~LAI>%W<;!&V9Sl&8FAR}wh4i`k_I?sYt@28djy>b5-QRXcqrocSX8Iw0FnP}v^|SO%v=QNCE%XK&0}6K^7C^**R}uD|8&J%Y(?N5N-(nCiSsy1{39JlBlC)1Q}I9k!B>{pLs^BUn>X1FwnWj@3go#V zeDpSBk@3b@LDpP5W39f!h+%Y>0hJFg& z(u-M1`n2ddqY!?$w#*9mS+i#0kaXKuNYp)Kjbf!cNtb69W28PrF9ABafwbX*Xs8b2 zPB|p~t<+Sv(bl*R_t0QCH&d)Dxx^4kihIJ(V6wBN8)8k)EmzS5n5Y8s%K|9xr;PQR zcuTu+(woogz9g06KdXNHtY9rZrIyD|3{;LCI3&FO)e_H)CXEIBo2G!k)kz|NL<8=zr*vzKNbNCxL+8 z1V!CoJ~6Mb3%h2F*N^I(XmK4ziheOV2p$>hEH88LV___P7*FZLo`bh&gER^L=3n%T z8|)#tg^9T!7J&PH68Ydy z3H%cL)c*$wezklvg1bWP!Xxw_?BUWe_Vgj}f>X?Bal%AvqItt8WTu!$$+Z|}yw&F! zH*h4DWELBbBA_Z*@H(lK@``hNXLOWZ8C`qG1L!IDr_Hv%`chq|zEL;P%|5_UMJuk} zq6?rbsQ@EMSud=#vfqTx295Bqq0;_E^xpWwHZ2VEj5ERud5IcTXDKD58z9DS%#hwS z`cI^7^n_lLwB+JA>jkqA{dn=5FFTWM(3JHtJI>2W(ml?0<*j>$VEklOX8qqP=8#vZ z|2SN(Jg$gyqwAgPM^}Qgs`j694wvj^c2g!Jbr?CJl93~L)a$Qt2aDU;Wqg;Mwm&7NDx zqI^#)TxWKPf05JM#B|u##VN`~&2-jv_i~SL{p0NE?1>)yE9D|NP!XQUmqKpxwaX~Q zltEUn&=?x0EBUsjmrS4PFQ<2AOwOT4@h8&Qzg1p}3+)rSqF0IPp_!rF;mwgFR(5u( z1r%MrkH%0?`k@z_rRGv=$sbTGYbL!(Btf3j|1!t8@M)mDZ%SJGl+mf#f}3^OxNF`Jzo%6?UEL|g z3ImNGDeH;BjLfONGl4?UEjBHW(rG15c_|;HIo_fnW4v--IWKwb#ynS|SrfFPApL|T zrJPDDEhjByVRyj0%-hf1-%&{&C(jXI3v2(+SVU=wokeGJg5#KTqPosF9V{Ano1U6H zJSi#VL*Rt|*7#tbkSnUCXet;Z-n9-!TZW>+G{4|G>c1E&Lwn~FK!Wiu0WF)QP!|zo3KXva_r9sY+WTjW|1$ zPn0~WjIy+yHe1at-HOHs7y2KieV;V!!)GbB|CC|6|^q@w<5S3S>I_bhde9UFO@nLE8-nwEAj zqkC|seo}g)U3DyR<^~MQz@?o)Dn)}&UEK^=QhVOwSc%Fq6DV+)~5ZJ^hr|I)SLd%x?5UBpyIvL7(wz~z_@0trASOI03x=LH7HFe~{d2y3WqIk!8 zM;($7zcF3m%E6e-0Vy4lx+d?-ycT|AOpnto|X4A(3%dU`To-`RRuSslh<+Xm|U) z`nfw-OieFZR-sO0MP`ol{Hf2A8>D|9{L$Q_j&iB)(eBZXzvR>6Wvi{R$rxjPXV(_5 z($Lu7T&H`YIZy=8)T`Quojy9{pQMVZ{rz{M zgQX7im-*cbo%NNh;!7H+=jn@#*;Y@^Cc9AX^taCI+apWEa&&-MPQ1*WKJV!fbHXco z3cBuV`PI?%`Tebw)k4||M-%5R$209ungLd6)3rx(M{8f?*HAb!CFMa<_vG}9iXkB? z3C*-I?&98QuB^%c>#xw=jPt48l9klk{=xbK?%p0(OLuGMGbz^g8lOgXMhfX=%{R2W zWU%l4&32k^qE^@!nPr?5ZYUL9pLnl(Cwd#Z^E$Vv#~A4ka5yy8iaFQ1X3?G0*_GQR zlc#uHc`j7Zn}*i}q>Ra_yHnPrcM67S#v3j-aJKfGc8gjo@vgogkeJb@$7Y$)4GvjRY;wowQ#(1oN{(>u6GP_%+tzg^R&y#B)fnvN8$r*(ubtchjIhL=VP z8=LHFwBx;&{uG9p`SlZ#x8e1XnuaBOuf1@!@#csXWAA%kxKgzuY7^e`LM2t5@95y# z>Td68=DF)$;7WIFQtJqLqmM(k14T0{r*BMap4lO!hc8B}+WBNl{ZsQOKckt;7F`{z z>sy=d$jtDc4D~dg+Ue4t>N16lYx^0Ul2^#D8Dka%$Nr8UrY9(W1{znBRaa~ z^7mu_s-9;a$(zr!+;!CfU!%QNFRMAVpw`gob$#RN>WXz;a&%YwN!iVjbc>u1*7x}{ zT4oIO-3s&${vDZQlS1Se?x?DMDp$6%MvDb|Wsc48_^SqkkzUqU;v}WHdRx3`jWV)F z%SY;x237#2he}}OJrN*T=WcCu6?u$^cK!^?oi{TU(835 zgP~L5vHDAE2eb7xclMZ$F?qaSxozhUj-1+bvSM@K<9XxwTic=dP|N&kP# z64G7M9XC(yZ}#DFcU>6f&N*Ma@4w!(8yO8ey}f$if%S{>m%W$$Z)KJA+H4yP^<`yU z$g1TX=HIV{pn{qVg7sQE9C+(raBhpnq_j7G<)(zk-a^^OGEZlT{_g``{~c{Qddefh z*JcF}+AUo;oTpr~&c~|5hw{5Xpv3;Wlqb6{Kt6y4?g>jFYybf-h*V>v&*4 zr`EDHP^w7ltSd$dG;wxgow>j&L&ug($A%ivY;Ft-R%8m|TkmX7Zclu6j5mKUG?>nN zJZ4Q{!f<|Yv(CYz2iEQUHxs8c0_x`oII?N>cIcYAd@$^0(7= zSYC(TI}e!Ecr<4%rAqQKxswu4w`a+pq}Qb4jH9>)lR!@9L|5;xeOY{dueJc%3dn+7>ZOMqJi(^ax z`%%!gZ4qvekzPywo@}#LuyNC++oVRcmru)!I2q58Yc*4>$IP>`RtQX+0+&;kKC`Tn zA~k?JQ_Q7W*I**^l`81J8zW#^?BLhUKweJ^%TY=`pl|ACwABv8cc#3yFo{4QGJY{Z6{)2c5S?s~~PIFSw2$RqY~q zs_YSZ7+Km+TJhj%zwRp^bm2L93QC5iCl(M#PnUs{8NqvYDu zfv4(Br@s?i_a_jI2e6u-#RPbs60p9ZQf08)ULfOhVL;Z9(|^I-2F8(YP5^&y3Vt#G zzN#p1`ySY@14OeQjLUB@4gbOH9Qwabx)NyG6DDoUvKkwTo=E=3;$Q)-tI?QjtyZLd zc+oQ1$>Nz#7R-A1R6~3YgO>&x^^RE$vE~-*Dl5VXj**L>z6gw47oin;%6<9=stSsem9GPFDIe;lj-Q6;B#>B^FFptpuDUg z+%g}aqWXskZA+N^)m*qHit<+ZJLwK{9R@R%bs#u(doXh!`}!VOXbm)X#dy;{gZCcC z^*35Rggfj5x}-*^M$0O%;G{Z$$Ry;??Ku$%t9vC)h)?BJJ0$-{fB&p{!V z-@J}8*#nyT3yD{Sm~q+^AH`6RkZWdj)NY%k(Rj~hNQ*$%AD~G*1cFP%JILd&!V>o8 zE*x_knQU|moZiOs^`N1;WW<{p)(d)iGHbvfii0&ofZ;twvy?&dVM+OSIZP=g^=1yy z7!>FK8u40X{h0nY-0o|C(cmlQKQ0db6KwncPPv*MhK?^Bj`|PLMMB>WG^%BpYoGQ1 zB*8PFG{?;^crNJNL4cRRi~b@WfcYB%^S4JF#{0ZuEkJefH#}u^9H^Q9pZ~N3rnnY5 zz|B;Olh8VJQWWyte*;CDq!d7{_)1(aY%}g_kF<~aT`eRq$glfP2ma*OjNo>>nF8Er z3~zNfdeI=P!YxkT@0o(`%nlGNIh8D+9>cd=&{!(FUJSy~^g z(IcD`7fHEslD3hS!808qDX6+w6-|Fr*`?T-dp$_m2FslTE#DGqvI|y`Q~L^EPA~TF zZu5d3&^j0));~rSEtghGudTPyx(9j&iUbP>d*Tb+peGt<>Eu?yBs2ukZD`duN02D@ z3#%^@6#Whe<2YE3%~BcI+ClgoZ_}06$2$}RN$&`|Qb+6smQ)XQ;3>%^?cwK{2HWWX z?fx={Hy0<1Kf(iCMd=$Re~UZ#D)T1J;vEdfsd)#5@j~!clZkX8S`l5;1A)PTmfDX@ zkLs(P30{J8-l5e*QPRU`fj8;`EXq7VhgB&m))PlitJifjtYlW&aj>v9Vl`IO8R4B!5gxoAUtdGcl>5sU$ip*4CRo5G4&*t1 zmU`k64)Xu3XEzPx?~Vffdk7lxMBf$62*zt^+6QeexukQ9Y%uN->kED_$92(MuPA zJ%5PZgO7c#b;Ly zZ}V4D3j5>%tZ)wB?EqK$BJC9q4#hE6dnyIL&Nh zjGlrT;tUhBmVq&kG1lw1c#7ryhW*;>Ca$u3X6r{%G(Rk_}TLs zxs5ONAA(;qCohjyo%x?fg5|Z%!MnjIeY?IDZuNw5ne{daEnTXa4O_f|J@6Sl)&n7D zHSK{p94{uoRK~;PrQkh0&iP#j<`eH3+}&{0I+x(8A4-LAkgic0;k~zU3(au#N^BGg5PK$aN0&r^$A;IGuKpAl#qR^9y+zyP}fp;_N$tzB?EHom)BuFJFVdGnO;M2@bs;x6T%` zy0z5ItG^2-X>0W^S}CoUUIb-EQKKTv(Kus|&Qw;ikl*raIC}2#+%SK@WHq7wY9qYI z4c8RC)NxLu1Wuz=(iWRi2X$l4(Q176yQI!iU*<8ck%r*jb}L_jw|uGWQvOjIC^eMw z)Ut-G%ekc!-0Ux;`oeJ|H=4&H%s}6)Rf6d{$#g*l-NAD5j0futV5B~4Q#B`E;IqaV z+*V^zpcThy)JtfHDmxQ>#xdzjd4#kQ#%w$1$xP;{&BWtcjb~MjoQFgBeSSq{Ul;d% zsu73EuLzZz2D`nP&wovv`v1Obv)l$(^)Y_!VeQpY(y8v7$=jtrsPFr*OMbVe8xFI# zSzGU~UDxs$f9XrLFZIgC7Lt*VYF*g3y_o~J*{El}<9r-W?>htr?megFZZn-)sRYWC z2E2y}WNFrBVsUM83cH~sw}mb=f~i`;O;D9P!pmHnR_xr7q||MfkCRMNM=7GrLI)rz z52dl_*CeT=gtJEPgetEbDP-%Y`o1>m;8R{@+{3*bqxI%lttJb2vVLBFhgK;7Z+nWT zY_kqCC9MT_Mk};oM{x`%vf|F5j;tWPqN92Ux1Wn$QAyZ{lj108ign<=i{QN)$iGFi z_o|?A_<*YEf%q6r&yRTX?~-3!OKAx^lVI%>{}ENIIv#-o)Qp9A5)7PX>gXkNvvt+1 z1IO5dv{;8Z*my-^^(TEbRUWf{jn$mHJ5ZLi<@>nMTeXI>Bioxk?-RV=7;g7GXb9S& zaycZ`hP!GnMdO58Db_-v6^`S32}!a`#SPR5AJ|RvQJ%EHUACP4e2mn8bx%<@_vG&Cz|TJ& ze{v5}NQ(;1QN)EZ$!ahj&Pn*LR2&4=#P?`%W-!e#6X)7lTsh@Yn{MTk3}=t87kiMW zTN<^?P-!R$oHv=|eGJ8&&B%prtQeW}PmIw#v6iTZ4&k4y#I5v&NiMJT58QqNXX_gN z_fnh{+qvs&^GU|y9y-CiFdRW*lsH+~B+kI4m0wy&vgiORDGB}BB~-SrsqcP9m0L*6 znIn4}E^iX*oYAa-f8ln9(V?WkHytA@__dJBnnt&`+`4Z5tc7aN^%lll-HFeoo%z)G z$M~6~k7>;QyGZ_YF+69Lg@JTqFJMJug_G1Ko9JuzqLUmb703TNMJ!J3bCVj=j(Vyk zsn*V%T|_mN#M7xtM>ddJrX0P^adgOitSMF-p1B`K`$TrnkNki2S#3TmXFgwkoJ+@q zAFQh=S)6DpmeDu;%qj4h>Cv%93^Nw9j2Y&3R5zVChhtDE<+$dqGMVomoM(B209A5Z ze$ornL}f|M98V|PlBYEk70n7Mo0S~oq{>T=(O%voN3g#RF^_XE)y`Tz#~+-RS9k|b zlz)X_@@wIq3@YX`tfC(HNDo-;jKXFpI80mf1D?kXtnIaCW9whj zWi`P4l1NPvq_4b+pXo>RMSfHPap)s#xZ+ZU`RJ2sq1q zXX7BBy8s!)eW?+)TNS7m%JDTHK|w08pL&v8a#q}eR_r|IO$YWf9;_VKFx|$VyyJqb z4JVG+c_2%NaV$lkk-5r5hzy)`yUmfLA+I7$_aT0)A*9$>MB|Z&C+rrh={xYH>FDR? z@RV=RJ9gyBY~aRdO<$HXsj(J!?EqY^x2Tv?aPn;sDsju@_}sTp4M%_@yb*_?p{YdH z#bxT^rIMeUj`|tB?iO(z4w|Fp_o$&3kve)2?^r3+$TG81`f`IN)05TU6MC4a+uhiP zuUEF_;Mj7YRWs3@RYJ|UfQo)G3a3LT9-E?YERUOP6rSuY=xkb`SL}?6CJzjUz}kGx zE-s16sxto5GN_^E@%(ZWuDei0ou&(2BbG<0kTVtW4gY?He)J%Eh~vUIe$PgN%VK<) zO+g^~83owYyU>cQFnX|$>T+vspx!)zb1?>e)^H}+KGxgA`#&_!FwNpmeKH+NEDFcH ztgu3K7roGn?PERc0^3-P!ub?lySq|8X24k7%lYJF=?MsXU6Kqoa2m{{)~g5lQJ)TS z7c2cOpEL`vV0p0t=XFjGy_Qa(H7VR@c@lHMf7+92Ta!~T-1rJLU>$Z}8{=mqXt>cM z8pcZ8wD(XXTtT52gO0Tsdi7z(10$W4R+jtv2zlT+lbdC5vbwmx+EP&sp@JXG*?f}S zR0_p%Kl%syj!aDB6(x_=`qYKMo zk7e-g+FBjyZfj9DcINGj;TbogV_k{XJ?B;!&l#7_{jtDWM;5{){I#0iP>(SR8Y3&?dJNLN{fT68y4f!oQ2m3fL?G30Z~ z1Nx2P%4`(plI@W4Oo_JLU~X|^Whl7n3+nzF$^+0shuoie4E3chDA%r8>$o*0np;45 zL{?t~6hGVaVbsf=nS%YR_E<~N4l{w;t~J(DgA;>ugH5!HOc5ESeM1-5hOatilXVJLNr0mK=?O@d}7#ZYdu(l%JF0 z70Tel%sA)=N=9XhN^2(xx_zm;^Mgv+(Zl9U!Ts5a;hlA5zrP~|_${bG8+x}wtk^M} z`0%e}w13N8a2^$38+49gMth?h6~z>$SAS3SQI0p$n^UMecTJG`WGS~_ee`h|XxHa* zlP};7EDw@9gHK_iw=BbczfS7;XEa=o&|seD&mRCYs|=I68AVwUdJ&uS8GTU*YL{Bv zb6-p2xj{xUHFG6DS2=#~Cp@?H(0Jv?iyw>9>O7}iB%k&#+@c%FMHoeu_<;GF^;o|{ zS)EVJ2K1p(tf-@Ac~o|x%(v~u@0z4WJjL7ImJ_ZsRh!Ov*A}g2D^}iao=^qq?b4hN zx9P9yQVA8KtC=d^0-t)qr)$H_@gMmmSEPGPY99*XP+7_rZ<1QF99{Zb5ZWUs#%?et zv_5*#2rG^|GY40@&)t5|{75~vl6-6Ooen{cu`vurFmU|!=0cu9M3iYViqeozm>86@eYjUH5g z9`^kS-iDJ|$ac__mgs@sgVproXWocM;2AahXX@-nthQgl%08p)tS0rM&wGw;{UyJD zhLe5{@3}jt&|y~bZTj)oto|i*aPO&K#^Z0UZAxYz<5v`mlc+VDlMOW%)FVgd{VShA zGs;u*>;bJA%WWk7A9H#wm=pnCwOPm4Iu~{wyN?i}s>W&0ykCt-_ z+VC1uSILiKB8bkksaT2s>_h!Aib)sW3qM)~s2$s~|NQ0(%Wl@P&KWPk;Rlmw*n?R$ zPvL0t=>v>vdQD>$Sh)haI}lvT#ay03)(B3wj#Om1>444&Xhx|Fhf_7>!;{qvH08SZ zH>}BVX)3#ZkYwW@4Ya%-C*4E48>gA@z}zn6W7^j`yeKtsu78XBKAI%N5p?Dsj04sK<9DmKISa-p z$$V~oYnBuDnqlH8^zT{V_XWi{yrapSO>Vl~_d-GGl~6=#Amk(2a1vU!+15qyJ3IBA zB+yrwUy5bTL&74SM>sx^p{U7A39C$5s0a&i0!;XO0e6THXLbfRdCXZefqr=qQ%n}% z%~6HcXmC5BCjAGV!y!iCMmh~zUxjK%_-tsk~a)1-fSb{ixmz2EkFOh9(}l<+hHZWkVS^f6k#BVF#EvsZc!K4 z#@Vyms)S>2E_~oY=9Blds4Z}uslt4-Eh#(QnNiRk-$g;rfoEnup*xvEP0T%@Z2ibh z8ObMUP7lx%k5)_JcP15GBdO;L5{@R&M-_tg-36a`i>iFBFrP$|oPWnbFW!Pz?m!*$ z8@$~U@Xy)8WjwLK4uZ5HJt~o1pq1A!D5Op~G#A)($B83pn+crXV z@_}Z;L=*sdsSS!>UTAEU65CL-UtnE*gmwFwox6a({;0K=8#8B4*;TUdGUymci4oTb zhxt_Fsbwaxzf0sG_wb3^cp7IxI=|!-U1a?oqmu0cZ=V0^1qBdyow}IH_5i(i*cAoelkjOQx`r>f8Odb+{Cex>}5adqIha!D6 z$v2DXS4whY*r|yQa@zcjQu#e88RJ1W4>K)l6suw~&!&l05f)%Ar^ZFn(^abr2;Em; z4fpsYCqV?-lm2vt8h$a8OA^r2?*oB$a zoEPW$ZuD?Gm$^9qK5$ab2anFh6UzB>9y-EL?94y;+8w;J5kf~QgR3~v_A+g4JZ|0- zD8Id+Me8`F7r=YZx3-&8g`Q>{o!h_W0Jz3MpeJjD1-#d8@E)J66!WmqlCJYEZ?KZE zg1K3%>E~9m_Eer-4#V7>8<}KI&JpS%Zs_m$ygS*mmC*$}64zN3B)8B++=)YCA#3Sx zs;?XTgh7-Rveif|$AqQs_yn_r*JhS5knA#r-8-B8J(Kj>zQPDImI~)HX*9cF{BquN zQF`a6+;+o-Z6I-{sFWI#5Tr2$qJ<@io6J>w$~}03Vy*c&eoBa?tjA(A&br>#SWe}O zphYk6GL#g%Gc{)#&#E{r@NStOU!u2tw7=`UCCEEYj0v^E21ypWmqZE^^)+ z7rtb!(=uj#eN7^c%&FP~?ZP(hxwrH=wZ%QCP)?$xj1V30OpoEkF5)~r&sX#nXYxc= zS&PI}a|)39 zO<1f*A;~-dTK@x2^Cj!=BA;LgxP5QV;)CKZq|?~JKu+>x-R#^~+^wa>CalMNe6l~N z-r~d$W@V`@`|LN~_}9`|^RD!l35HE#RuQosH(+6=+#KZ7qzQXS!rMpg*CByFA?yVa zzGhW4TZ!9@p+Y}WB72)B=y%%Ss9kTW{7KWy50{nK`q7*r;7^5dyKfE^j~l;;<5@YK z#CWr*bj)fkh6sJcZR~})(!b_osVz>|&git7gQ?aRH_#k(O$}LCUPf+!zan?gb>RDIlp195L=kD z@a>K=FH38UgW>>75&P!cC``0#!Fr7YRoZ0Tu=@m~DE#^fg>b8`on8n0=oN{)tg!P4_8)eb+oVLCZOL77wihmeKq&{X#u>zgh z1~epnMCNSa0ca_tkU1F2bI3LyO6ht*X`|^P7xG*2CW^Eo;uI^tSl)aijxmqm*#Co0 z=PPr8lx&OoZcQ!|d6_O-Cp%HVFVPTF*D>xMMX z%mw?fiaj^nI!T%Vy}M}P=iDOVf8~asY5pLdH981qaG5szKWjY%<~qylMg`W4-86#U zbPJVD73%}<#IRb3`;14@d}F8hmhV1BENObdDN3TXK)(W#ZwPtFdM`nraDwl2oYT97 zc*yK76{g=vCwuo>-pmv35mCC2@^luSIJ$Bw{x>-Oj#H^e{-4Q-7tWcFglc9_G0v)I z4nbr7TC8b}#P>VQ3ZU2d4gTs0*=gVMH*Tb^EDcUwgHN=DQ|<}MwbSg=vg~7#UgV@T zM@Xk?twOy}h3`H`xW?(W*=$F@@E>RWLTiK=MAH{Wa^!33zP088>TChr^e^)+b5OtM zeu_0#;nd8@tGr|lrXKmkS=C98i(-zOu{es z#5%}*TZcs3EwG*@CrVzyjV^5wNOF5>fz#Bu?~R?@wsF*#ElEM68=!j}$Ne@MMbJ6= zy8F0-=P}PN3Vq;AKI0qKXBKMeA-?( z67%6%CTC2@ zYUKS#i-irZ$jpFbX(j5VX#)HWIUFhAH6P5nU^dl2aZnH`MeOaIyIon%c_epTccr-^ zT?d@Q9bR>;x`pG%deI;a{`#ZNg z^j*mCuv%eh%c!i?Ro#ZAqLQGcCR`zLt~e=d)+% zcO2J4i-o*#wsLHBu5}EMyIXsM%RDDMJv=wEGd$MU?;`wZh zb3O=73c2a(ZV%W`+G<+6v{r#Lo@3co_PMONo(uj{`daC}ZMmyz_#crCqkhaaGdxdd zb+_HwSe+$}GRx@`=y0k@4b?@C7}pioY*!&?1@oNuxwlN_(WGOs17aE{)J$!YdCWT~ zI9?d!l*96e6mwos_t>sbUsU%u@LtRson6dR#k1He21lDar8SPqp^bB?(JgZS8`(0v zbx3~x^fD>Jtf6fSbPZlN z)(^q+R%v^i@SC}ghj$8n@3cAY$#3+Z{g!8X*6Qpv9v7>#wARdeEx&U<3@s8>D);;7 zxLmbEr#lVXU9p2vDe#+jnfIE%oe?3wvb#d8usabO!@Gq}b=1(ZGis&|iktYp^&9hD zfw*5%S9ngE1#B}ys^;0Ae`lT&3bX8r9If_|fyWOuv| zD;WJG?}dE-M%%;vj#|oDYieMzXF&GC>?XcA?TnbAZV3@1=S4q>{wA_*SY>;rFD4~3 zA>XGrZ|1(f`OXo4Dm^psQ1-eeM5g2~RmhbucjPPA5ouMhU&iO8Y6-5ma!Hdjih9on zTABN#82kRP-O(Eh{#dwofeE?Sg!WL5=ofq~vdd(e8FjK^ydQ#H#Rg7)#H2jM^WV+4 zIQnJyb;ssl-<0X`6+f+d+u-$&Z;!-o%}CV`*iS_S@)R%pq3F5-f99&~$TDVUUrFlt zIr8JX5B+1lNIT$bW_&5T>=RujB2MLgUSMaT3;7(muBvs6peJ``a(c`3^%+K1gnydR zMrjsODEIjS2MXsdbRkdaTr*rfq zTWC)1Ywnv?OlGe5jc>zWHGGry{*U;M+20zccIvIA~ zfJ|pbR@y%q&pdj7KEtsjynWtIg%1|#Som7Lx>0i2CVP3Se}?izIU#4&UGMSc2xi9iMawxwOZg2^pi)_NUo08~R5Jr5&rnUPb+u?_9y>1#=acp2rta%k@F-W480! z5-NW<`|j488t;01R#GMhFW8qwjVgSi*x@3T3XP2(TjVb92$e4xul-+UpUpU((I)#;psr=NjdodK1*44Ix%2*% z_j&Y&@Uu=u8DXu{>if&3e-l^tbH0x?KTeGumZAjKtG#ngEYPb+p@QA>w1}9kmemiZ zr^WpKw(84)uU37CNPOpcrKpi>^T!sl@;{IMF5*}BVf#|$no!nkrj_ue>z4L!{_n zzJ~d;^K6Ow#l;NUjHuXNZ|}eQ{cW$puma(QgZa-!MTOoW+3&qsSnm+* zj}C0J|AGIe|6!n&URF4+b_uPK%M(2|dSm!NcSCzIc{56z71X8)27}MD(^4uYl}P9w zzc8^&+7*9uMGkwA=ZgYH-u}^VLwm?u{hd=s#Mb}l{*WuCL-J71FG8o#V|m6DNX)NC zCAxo5UYl;+Lrz&|R1t5q;#xcHFMY4MPpryph_Xz_9K6jpo|I}i}yv&)2-^9N7TqaMhr@x-`{;Px{nE|~Ov)e{R&5k@0I>2E_KazKU0e?w5ILv>Hk~oH{fmpmC zJ!G;lUT$H(?G_{Q=NcFh!|heyk&N%yi9Y)R9sVn=PgYFIv4n>)p4ikR!82Y;2z!<< zy6B|B8}jT6Yo}BVY)V@jTkJ#IckcIFVhW@d_HUE(hW!~`E$_wXqhT)`%cLaZz4k}2 zTyS1+Z*Y>nA4m2}WvuOArrd8*`l_WJe#dLaK*vSgOvunzFvq01`58^pS=1->(HebCPJaYgdK+<|JVUj)w2;)$6QQ%* zO&ovNF5x-4hRS*w-jG;tqqOgny2QuCjY`gy;rAtqb6kTXGx9vl6Po*8cy)ER-X-%? ze6`P6AN$0lBwFbO0{i7DA+Mu$=3N>+BJ{28M{BUwAb2NmE|{p9+ACI>4r8U!5B(tT zu??_qbuM?Uc2;!#>Ac~n>9}Qop?Z}5$}+jQ6e0{ZW&LS({`6((3)4a}24$b~xy)zE zRCnjd*HLG3tq50L1H^%WrD;XuR()*r;ZDrw=aMwTtXy)gV;#Hg_9PTAHMq+t=R z+=2RIO-8-F%Xn(lk-n3|l}E}#TRrtrJHaUX!0`|p1U4QSa>ZywpnkE!Ys*?GS=9Q1SXNFY`>FT;? zUn;)TI(p`%Zb`TibMo_#aTk-SWwkQ@brg-rifR`v=30iUwxO*Z_`@RYM{TXvMDK-u zY$Kdm3sOREOD?sEyHI%Nh|v+{!oxxbxHmgf?CaE$$|^XbCBhHrbyR7rb=S8ddqu|V zl!7T%a;fxG?;K;79B&`ynCOgjZCB%jGXZBtr!-51&-vUud^ zFw6C&<6qk-IU8ls*HSq#3I9{0K)C;Ou$Exh7P(J^OS#&Ie+W%;4R?H23#rZ2#kNXH zQTaD& z?}O~tSyM9FrcX<|n)N{ItUL-4A`3=t4NnQJ;Er;X#79ZSl5s`brH$5m8l!|Uq+evJ z%ha3d4EryR+0ISQ(N2R^_?wad4wz49FGbqo>?`bDZKIf>knLZeHZ6W!{H*wXiC0qE zWi;|VGWyA)vxfU>$o=q}p^9U$aL;ofWm^1&&x>OZCEm;M={4;sVHcxXM;DHK6Rw3m z3904Ew(nN{uGT z-WbpKzCQk~+Al&K9H6b#+cv+lRk@=MbnI~)b!4b>6$36}BHD@5%mi5`H^KJ>zb@7x z38I`@!ST1_oO7h}isOZSpBiHO9u(oEcHRGp`L1v6_Ub1Zbcvmdjsvu|fUQ=Dqr z`YG#~;(`iTIv}pFqKq538TuKug?DlpwXA)mnq*t9WRPaE3Z`-xNZKHC5t$HSD9;As zPnsiU8+$y}vvy||O#3@!dGfo|Nm-YDOUx-swDV?IbY#=;1os%n7s^U;gTBMx$LIGJ z^+#(r%{QbN7nHt7`S4!Z=h)!d;lAPuajapIV-@`XbA{4i0|%MCNuD{YzcRXkef}+7 zfw#Z(>K101>yUwq< zco{X6l!tTvM|&GN8eYexAMmZox{=X1b8E)s%-GB?vJ`(0e&Wy83h}wz z*tS49Mb7IOu1?WBHUOKXhL zkc6K9^lal#>u(r@y`Y2{Vz$%|&uoA7xowfsPrizVCQcm2Pd3FK8PznD~qI| zXt}>d&-5o~guz^~7uuA-6<>ev2=9JhSHBXdjFWd>;98&y6YrRnsx38&gX3?*d-`5} zp&V68+wLocl=nDAPMM+ltl%Gkmw}7HH`=ev^!Q33e@e3C?n*lBd{CdO zqiylZHP%N(<&4du(kQ8ZXDg!g5&8v&BzlQ{!Fm za$ry}80>*5fD~?OF zG8%{lpi8sKv@EY@Xa{u}ZfhaV>&Mapxx6h*{Y8ye%c+sL={hs#GD%z}23WZcyaJ{? znv~(?%mr&LpA|Q-f?EpH#gV8Z>Ip^2DP10z=|2|er)B8TaHfUP@Q7$?S_;utA#;I# zB-kw2FZeEam_+^W$gZ0SR`U}4_A$EIKi~*fp$yuMyR9=EMjy1}=geMUkN1R|%42Gs*TjPwwrh?AHeVq0@eD9zvm2mST$6!&EVogg#>WSH7L>-P|@$xL(ySA z)K?hm(Wy5@GcXfnOc)b11E^1D!AXx4&!QPUW=$XmHy7H$JWSr}fof$n7_bLFdOloe z>(GSVK=phGEn^qhq&X;K`XA}mR0aJf>o12b`WLoG5)4{WK}lgRQ_nJK&}1* z+ParUF?6>h;bZTbNobY6;>~%C(x};H!Euj6Gxrt+R3n~c6{|D2;}P>XnSB*Rj8|ys zZh@d?2|e(Kq|48gSotrxi&R#MLrHvty5tO#VcUooVXcS2oxQi*u$J>-sgE(=;!CR( zx`~49+{PfJVd(eDgS3X2P0*!2)^{0;(4x)4U3x=5O@8cX9IN}SmHd7+Bo|B)n6#-j1-AZ$dfRYvmjSAxPa!mtlSXq`DaeqlQ>kyiI-pi2H}A&4;r}x z)-J~bTn^1j8JPL0Xg-@;TS-PmSz(Z4#54F7kIim0x4+7zq}^gGVKZ5)Lz%0x*nDAy zg2Gn7Gc}W3>Lip_63Lq_VcfQ&%nsw^I0|ao9VOopILh5*-{q*zHi5Wq64s(NDlHXb z8o@ObaLFX$_60HB!q=-P%7&QNQ74=i(@}-(VXnq2vT*~jgxiFomWJZE=*@a4i8t*#bVzqlUM=ETk0IS4 zPD)_*N`I*~n!h*3CiIHO@ra~~KjJ#>D(#@M{1F8)StO|6o(K!YICBSF@=O$@vBp-? z9PSA#O#D@-Q%Z{W%^Kow##o`AxeE4thZ!!u)MIgooFI>~5;uE$*w&zN4bA06V;HAq zMR~ojLmq=KKUA1Rf>UL4ru>sNO3uelx+2yv+r#5Xa#eJCw`9AJDgVH9=}%7Nl>!}_b0TVendzb4wjREFR zqm;E2cgj-pwozRiV==E7)H{l-(2rIJ@f%^L929n=vqKdGhkiwD3i~+9x`rcVrc^=s zMp~rUcpj5cmG0r^(~KGV0#pI}q@IF?UgHwnfndI1Vr5y}G#N&9cHB3dVq;NnCBty+ zXU6U%POyi@1FIk@RVr?|t~e3uNsCc9n=m7l;hj(bv0_Uxi>#=S*D4_D)=+VIPC}uy z5Kqh@AyS-+ex@l(mgz7IEm7g*sIJDtaj(SBpFv7{S@IClw2Nc}WSeD$k;}x?J z_QNxrMV&MmzA>NJ7j}IvO4O-n+O`ShPz3!AGf^3r(gf?1`4&F9ExSCCGk+eFsh5%| zUJk8hU9+Ec0A8dR4)Y%Hvnx>K_QY5C5+3+l*5W>xMsBq8W6zOlOoD~LD@Q-M6 zSK>|za?WmL|24$dn~fIHho5C7cTO}c*eK@cc+s;igWZ{pGkFxaOA&OA-8k=O%UQVE zzC*r`<1VS|48tF zegkGS5j9U1-1Ao4w;NDDzeL$N66fd;5`D|@)R&QAv{CNN?BjQetW2gB*bXle0?O2Z z8Pl>Yk1fKs!B$W`VE@XIs7|*nvL0z}qg!BFcC++}$(2$|q%KZgm9gZ=mkZ_hDS=VSB(cB!qbGa=!FvXsQFT8<9R zPOc&DMArvrn&TVCJN2=8);3QmFD*ukH&GZZjwUO?uCMj^eXTqz)0?L3N$!*OGUK<* zgsg79d%=IL>No)QD3obB)0^!drlV2963Zd6=?4r=$oD0 zKO;5mX;u>u2w14|6ngR(9QYsqQn*wRYJi%eQgRY>{5ctCXP9(KenrwV&0AjsmWMuJ*2x z4!ar+(pSWjl=UfXSMpCuN0NLnD4(m*zb8?^RNFN(a{YHwWFM zBJ9=YYjcBlwIW6tlJL*VEl9K(>!{;WLmr3B54q>Q;>=^uR>sR4#SSEnX9_K(4^piB zgKe{V%hAR4&V4x~+cncsOzsd|;hB?FCbePGxWs8mx6+zszRrFWC}&oc3fRAKc5*yY zpUGcJvgHWo_r3MJ%dYG#;BVv`U3;%^n@`R?5Ln#kXIY6yyLSjrT?8gFsUP%Sz%=H z*^N75to*mS(6L7?Wt%4V5@!pyweP)+v%ku`omtvj+P@+=MZd|49U?TAZ>ybMn?imI zyC1sLo#DN+^rp9Ef^tAF1 zr;mz9HR6#~`ziM~;U^>J<(d+{Idq46zx}QfDP6Z_nf>+pOnA!Dj_WP0B(a4p*||KV zPx$hPec@L_pSjODx0BRYUpl4j_e{(TOKqG`C~iUgqqHr)1$t3&lH#}7?5%7wq#~kW zBn5rGPMN1t!jiWqk4}H$$q1}9>yq!kP_AhUag=wh30V|2Df|`4%TV_VQW!r-A2~%U zm|iT#>WakmKV z8y+84JG^aZO;>ZrczLq5(-^4T4o=oefIE}-E8dhZsb!rhA@=a_i1iWk!jFfy18E2AA)qekk?AptbzVn>F(qs@oAq*d=g_4lCET54n$b} zlqiSpD(=qh(B*4pSAS2>^Nc$wF{ugZeLS)HHSq`agF7)KGxV$Q(;?aJlkQR^ejT#+ zQYK3ytY^%27_4nFItc^hrfLM-X)dS7na8ELKDcf=b2Ay{BRP$=ZI_j7oXulJpE1e% zI(2n&Qv8q@HMU7yhm^&hFmSths@rug{Tu~;+L@J?wJnL{xx%o2HP9jbewPBnR)3G9n96NC9hM)*`n>1`n~;zd6 z-`cA={smW@eSVj&@D#Vp4v}38@QG`W#>glGskMjHs=KA2gd-%P&HmIit4A0mgw7-`AzD`)V(RW zlJ_S!Oc|6>($_6`*{Y)Mb=?Si7`nv%Nf_%(N$ZsScf!h~_L+SG0Wq(uMA(H~vm+0L zuL>FKcqv^r{~*EmYgE=}#803*CFQ-sB(tWmg1)7{SX!B@K4d0$OUFyllFejf&R0LF zd)2&ZK=De$g@Zbm#a##ny@C;96JT4=4!uf@uW%YK8*vyLcQ3K#*V z)9trP%d>5Qqm47cvD4vp3{XcX6Ug9W61T998m*kXU;2y=yQBYg_N44BnL{!PX12{* z%swbh3o6kZ$sZZLTpSv)IRzv z2l8ou8h9Q+p-0&Z*+<(l_)Y`N8hTOfjNaesAl0x{Q)AUVYOK;+?n$c5Vp2WU$rI$k zQb4qU&U`c%Yh!~=12?maWUfswp0U+4IuKz5)v1)`s*~nRh)A ze2x+%iw<&s<&048vLg&_V_P|w@npmta+o+EW5pYfAX8tw5a@d@*` zXUL7@wQ>=Xv)<*TO~{j#Eo7N4P+zP6so}~ntEM*7@5w%tF)96MdW-CSfq(T~(hJA5 zkkg?zU8QXY1y!r(xt1|BtxU%B>}tM_T5sW~d{nJyPayqcxH#R6GB#@q^-k7QF+q;A zJy$>5e^Ku-`Q?eJYtg}D{>g#wKrD|*?QQ?si#caGM>@jP2g(5D3EW&>a*tz~c5f&h zq+7pC{x5qAeS~MBSGRm$@{IZ^*MpnzO5uE*3svPmu$LY0yF7; z4k_Sn=kVLYStb3!1J+4(m28sR&Z_xsbHT`N>y!Ns?RVQ{w@3-#&7XknVN!}&b4O+?%9`JpGBOXL++ ze|?QV#d9|6K<1O|m!5E6S#6zFRQ^E!-j*&kV5MpW0#$v}yt%!_y>Iu)Vd7L_oi zhKyUmtgNqw!TQgbjSetVnkN4!t+58{2Lgs~udlwpuhvIsrP^Jo?inFbZkMB-62yl) zhP0$2N@aUxS7ONXu;_>r;p0Moa?X>=>&tzcv#zKAnr5bz%WChv=xeSi!eY5RJVcVM zgl&>|Q}cUwXLZTEl{r7#^vyLci@zutq_ijRE3XWv=ZQ38M4G49?gc`bzkwL*_W)rCh=>)NK!I7B(id zS%~Q@MPlp~7`Q=^nwla!E5x-ERfT8UtGz#V)ZI2g3_ z5+w0YGauq9%+K`CXmTWH3-u*YxlgTqhyKbhs?7c#r(e>>X@30xbzOJ0ne(Kpult^B zD7mGB)O|KV?LZ#zdiyNLOGhO~TYHE)P}v5WQPqsqZUkQYbNT9d0$JU&@}hK#@x=J1 zX*-NpDBj1252@@EtS82w+RcDFu*5gZH$3=4_n7%n06wB$J!Hw|S$w5W@s!jS{t;)9 z5m!jD%N@kZ)+rDtzwR}Y#XoJ)&UNk+yS>m4Pn&$YA+}EnGA|$wz2e5}(74=EG?k3*=ZHThQ>t6VEUTQ(l)=H44k!ao|eQ_s!?;UuO zujThR7aO2z4FOHuj&89ltFfnTrM<4RmaC>~u5*LK$!x)Qa#_56i^xwp$4t03%0St} zG=mbP1D?j295lW#`s%*~<9u#UbauXM)l=Ksn@s*&VTOv-h>nrC&*wAG3FIqjw%cPdpfP=Wk$%Ua*cyW*+@>!Y-N!9TQ~r1G6b6&?i=`UUm;9sDkZK^YD4lst?n z40mm3Y`@s{k_ow!gqlq#DW}Wtl%H(LwhOkQ@HFMfto>EFs|->W;X03%cHp-uW);U- zc^;?pw>IC|D4#jL79-6ym zFS9sI!#}8D=c8`;j}(SX@=MTm<9vk+lkeku-%C>E1bLIxoJ5$hXd6~apO}%8Dt(kc z$(5CQwkEdTwr!kS^Q5a_u@&$y4hO4k%J*o3({Kox{O{P&yYvd$+dyQ%6}as$?a%bh z@{7UG!Kzvaa|61;;Z?+Ym<~ESm`TUgajSF$xd|6{lI1fOPgz~&qTI(#ctfZq&6VdV zk}bq`Qkf}RpK?b-4ZrLG!K zGpJ7U*j(~ea$ub1W*DCHMkM~L%Q+L1$&5jx!pe%nvo{QlYB~K)&BE4W7vw7oi)DHkF>;^vf!W>Cb+<3fQ17QGiqX~E61}@0Y z7K0x>iD}HDeuBio+)O+niIzl*?dIRizWxSoFXAsC@=$WVLBs;fZmQdudN)E`FV6FTt5qLVC(`|>+xd`^)U@TV(^ zEnrH@;o{59oXjO;pj`%mc8h<58~K^Q^qYR2G=-tszuFYi=gt@#%rXDRN>k85r-JUO zaA`iU-YRexBgk`k$0-#L!!sCH>swCp$wm$eYySwYatU#m+-1JbnK8@pJCotZc?fX_RbB(nRc8V;jfug&>Y zksPT6U1hS3%6lGeU1n!r#^3foj?Mx+sx#~3S4WbGlLU8nr$BLcEA9?O3lw*EC{oA70>z3i8bW~R_*|Lqm+#@}c6VFI%)PIi^S4uvEWudLjTd5F*(<+RLckz@R+G4= zPjNzRQMPmIehL^A)nbrrr;kSwwb8xKYW(TcseX( zFXmLPDihVR@RIo~7u77Bn?Eaxa*w=@5=wo#^BZW#Hz&R25owvZD49(Zs1g4saA>ka>tBX%ue_S-roZLDWBou za~;v6@wwMvg)KzAUzAVtn$+Da${$JsnSdSCcr*z?`7dVMP2;AUue4Bas)_1dHHZ3M z&MxPa>f(cLf=_rQ>*_H4lAE3Q7T;zooZriIk9J*~tu4_GYCf$Vdb}@8-Ft21Cq*bP zGritrI>KR9&XRK2nDmpJWDfL#(P+sxn$OMs1!VRsiA>d`N37~1vQ9GWu?MDfIMvT!Toku)Iz56RE1Kzh=6tD$%i}q0Nk>rXg=V7J8xL_UoDp7j zOh3|K7Ld_!o8+0X{Qf3*=zhbU@e3zYe)iOTI6$lTFFR-fnR>s%PR77*rZ539hMcb# z-0urm_ip-vD0clgaT2*+lkp$+fiu5A&dp1H-Y?Vu`T5+t_~}K>5-@``U=L0+A9ocA zbX_?YR&s{zp{{sc!OtArQ5uxzTllUe<-dZXy;E#B8w(uRw zlG!1%YwM6`wu7|7L*zkh0Z)hN;)$K*ygEXfXe0c`_sGGyNfOdeJlm|KqaManTLJIo zZhqax#s4?X)_eH*SK?wGLgq`1aGjs{#S9DDV9ggW?{NvA>n$_oy~Y>LpmL^xo9v=I05O9{)H*NMv_wi-fSrRM<*DN;=G$QvUpcBjqo9iY7D5fkF?RQ_?J_u zC$`{RFUSdBOZ3C@Waf4>BEKUmX&*gFzO&*=*+}kHrvG;-zvjU>&n7D;ojk|s4#bn$Q}Hi)sus)n8BpL zUgAD(fM5C?o|kxhM0Me+eBxf|o7h9TCtf0fx)_<#TbUS{js_(e_sKE*m(`hsl9^ZW zlKgq6vD);(sSd$&R0ZDXZ!)L;Hj8s=&o`f&4fy?ss0bo)$eyFp`G~sV91iHhIJVZ| zzFJ8=c9>dV6q7UWbI(0Q-OwG*NMLXINr@OvmQ#7|ieI@$PV?k8k=(HyO;#QLyz)#p zD;?~~z5bh#!@S6?{~Qg(4A#(R=2xGf%Co`n&cy#5&GXL7-!shi@O(pX$T86 zhWe!<{Pi(m8D26kDvq*b_>F;4PJ{n0$!EwfHlrS2&L_x?Yw>4XQboyL8H|%}1^=xm z6RbZ4$C8Tonj4}M>!iOqk}RF+U@S<8f#%BQYpi7$sEcQ_T**S$kJ3Z2lXZOYhi69K^(6 z6cthc527J0G2cmV;e4L5`ez7v%p+oe6fzHfv+KdT!c^%8Yis}x!`5;;DyjOg)VHPP z+8w#6aZjix6*p?jHG|{GuC|&JIR$%>VKy_kRBynY+6;I1B^-gjiD!l1jCE2BePU&h z$~RzNS8$Pz#VdM0*unT6ZJURmi}w$|<3YIPF{UnBsr^NH4sWzHTz3g(Yi%PvKbo5P zZ{vYDk#C(#oMhCJehStTcjG?{eFCNl27`HC4^X?5 z61YbS9GMm1G*?L)+9i(Rr~Vt9g4W?0^Q3Xtz?Lq?QD0H;;p|HklhLr9K>0F^H{4Ck zOJ>1DK5u_^;RvCS@s-oJF-aL8@JSD4MIOazohEEDhluThca5d+$L%GD-jTgi3@uI? zt9}Ugc2qtRC5A(46k|4ql53*Q|*~6yTe>ehJ}dVPZYTYsUB0f=X+42 zRSCLqepUiIy+AtDzTimn1b)2QoY)EPeXXHJzT z?2KnY9WVQOdY^%G42iJv$N68?%`g17`Dg*2nkFk`B0F*@pXr#nBlwM^z2i)Ah~f6@ z%bD<*F0+UDHrNdw{3kwHim-*XnHvnC4CiAcJ)R`)BgI9*Bj95;K})KJZQRwXNYwJ#d@-pZ9Dels0=s9(A4@6GM^X5%sKm6Ai>b)55fR((xf5?%z#v7T;zh49;(o3)z zx)drRGA{Uc>Iyx@DL5EA;i{d^UACW_J(f(D|Iy#{WDj5E?EH^Zx#_`F5Q36)6$XOh~2Ek6I)@ z3Ev*p&{9%7W}~Z!r{9!#zoHPs%+zhcxhQ>N@fk1SdHuv`+L_#=iBt}8?Aqmgx0a-x zZ8m3_ZRn=k(CZdumhCt)xF+*^)}qA7K?f2>PZb|rZw}sBDcdq#@Z87 z0T-i}Sqf)agi0ZX-f1oAynVUj+M)1RV{S61m;p2c+Oge$*SX7>m#J6Kbw8_)p%k{sx+DNCzCt6Q9K@*hNCj9umy*qSD(yWcpm|Ey5>Xm%BXkU@u_=d`* z2Kyy9nJm9ELu3X@lr>;9W7zF?Ib)8Kd~u1YX(WvP2F`;-)GDxt=)=4yA`a8D{Y0mf zND|;xaK+nXe*<>%*zpkB&JZM2Uw!B34dLhuVdaycr9`9zIxOBy3MOoyO^|2Knu zewU|~73{~&pH>xpOg{dN0@Q(*ab5q-N~??G`UY!hDQh@${m$WO%p`H<6^XyUi8av| zHAM@RjX$|IDI;i=f^VqA#?vEv=#8JTv;W}?Ul!a;g;dfECGRwWy@%ffUwqHAe^MyC~8r_-#9=imh| z$lI(dhO&kW3YR&t%kozGazAOp9lXY+cO;L}nAgwP}WO4@`U}sZdW$ofzAQg{0rjqc1i3M}`wVkJY zmwIm;-O#`EE6;E^^=6k=pzhww`MMchS_E?y?vwA~!vX)1XJ4O{F`7h(SaegR#boy0 zY)e*bsO7KFBaz@r?UxO0;7;8VYZOsZ@9oRN6_LvsuY$n!!m?j?>{hh*~IE*ll_x zKQ;YHZmb-9yB2i6_?3i0V0FXshIeGO+UfOrfOjsYb}P!CQ<;5qiF0Ho70N!|?p?I8 z(cIZbf|=RsAIZzAjpt=1{YX`ESbKvrJThyM=hBG1Zm`qZiH||g<4D0>g8D8%a&Qa! zl253cHZjd4LTW6&hk=9}^qD6~ou4MQWP(yLCTrA{$c_xwf$h(WV(cojgd>cgk%H3J3YL|PS*wHe z!urp8V_hbJygzAv516k|k&5Lu3EC%FJ?pr0SCXSSK-w!={Fk)>Z$+D7JJYw=+4t)4e9(UT*+ zc(V8{_3O^>?^D})o|_{rE5kZRpNalCvT(>d;ik87>b0-O5)u=deedI(p|`f&2uq8u z6{}{M5wXa2P28&oeD}N?d_A<9LLudhb!A9$NdAzkwsn?$$`z2Qy7CewsN7e#Tawh> zs;(U7y?sQT{V%hQACgiu+yBV3EF(O5dD5fA@ky&wCc0Ycm(@hasOWaFIbx26g{jN6 zq>SO;za_l=9QCzu$~f;Tv2w`E$bwm-aQ_YsH>}aJ&wQkx(--Pljl|%3aRT^tDOqNw zaVtf{B~;#CIHYpud*)#FvF=dXidU#TeP%u3jQC18tM||r`wC@T`|&pM#h07kAEjRP z3_=_6Jt|B5vbd7bd+i0yysj_b27F3=U+Pn{Zv)(a3tGtT=!$XOBwiv5NhkuzJO<$FGFi& z*qD&v)th@0(x?4M_}cRO)8q=yD@I>SzK9WVQhddjj-i}J?mxe6{4n`{72cotG9|-f zZV73grC_#t**nG0k8EN+VV;IJj`e)-RWD)Xa((mvaHZ^XKGbWePs7@0 ziHp4uH8b?MnB7}AdEn<-?<;>WzuZjUWvsA`j{ZCA^z4PQwu`oe+z_*AN$vx#GM@SV zUxT^TqqZEOO+&X>YbXWi6nE&cW*Om!(ktX`*wM&Gkz>P^&14b4r# z6(E6w^kSZ`sr$aoN!;?Sck<@+r-3I*NO+;xlJRLV6~g-{E?%h@JJOk8BxIr%sJA9suN%IPVrNcUfjSum6A*nk-y`er_A7P9#vIIQdM9=-S|GuyK`r=F3Z&Om1I`8V+ zEkeYB*w*oVwtR+OFR7K^!tGyntmyhI!l{reHim8r!UXAJe#xs6ZyM(U0?0$ zo>D(Kd+K}lR`aYfF(fU#U}UlIB>PUKmGG2FWq<2Kg^}_(YhK6dup;53Li<{`%1wfc zwd4NlKGEL^E+W*M;+f~!l2+(Po}?{_W4@0|E#>NA-nEU3YL&H2w(YUKBUQ_Wz`?ZI zUrK*m{CRa!SJ%ISJM?M%&D>k^jLap*WrVB}CU|e9y-XgG@-ib<>mV1fmkFyGA%usA z>{Uw(tM$H`Gf>s6D_u~>g-i{r9KPGp$aYIE5^%i?_T1qq763h7-O~4`UHQS zj7rJQug8#HS+E~4!c^7|9 zDh&M$pC!F{a+hzPzuVI4Wvuq!P%^^v#~azp<`|LnPE@Vj&t^B;@>x=Ye z`WtKBn0r|V(17pg#gX z&NCs(BHO2jR&q?TKex=0<{4$R&VhISth&>jfu?`FkzlUzHOi=(`u)f1)Rq}nT+0pF zHZXE^e8ub!<6C4Y;7At6d1AgV`8@FR+k~6nD|j9Vs~y{8`)BKy{d-)Nh}+is!3AzP zy<=+K^edji+7jWg#TL@S9%7j*Zq+CGw|LUrUjN+S6}5#UE^=5A?#m z*Y3scH{QqEHE^*t!Ux;~U48GI-%{74UP~L1p6u-)tqYkP<;n6f%lMcsVUy&k{+%g} z5<|ZnN=Qp;>fEU3w7DV&#J-D9i8~%S#^x3}`l~vX^ls_(P)XJ>PD;-#|Fg_gQ>9VC z{&4Ki0{M;6;w1H1NU?~0k!7R$g_p70l%-~lKy61#A)7AG?UnDkUPU1DGKD^ykQZ0SLOr?u8U&sf?q_EwN7a^Z5 zb>*hP&iYR6cioDncaxeQh3Ie;VDF7|=lkThU%P%yP8#)ncg82TRiS z7naClnHc^wQ$-;EPn4MXrYmi&t8L5ef006P-O>bYRY_DLYs4{32QQ_*K@-&gH>{N` zhDS;Bzc%{z@cZ(#@`2iF|M2Bmp2mCQYsSjq7v)dBPASV0AANrDspr@1>4Crp^wh;I_G3qT`fJY1I>dwq<@u#YHM}3vQ75WwbYeAC~GZWY*|D0 zhVBX-YFDillslrG>bn@ug?h{`yBX}p#4^FVICbjx-;>UM^CquJ+vhDy%QPY?Jhpu7 zn3&7qm()1j%$W22B=0v}Y5u#HZO)Z^;LHd2~K-W>%cem3w zNh@SF6r0G?l+Wj67M|tqNOw(70pB@oMo^Y3S&mvK+q~8VR?(Ws)TepM z1~hNQ@CvN9G3nUW!IA?#NL7+%Zx~JW{l3Azp9Aka9h^HeYG#ylUdrf}amst%oFxyl zbtdCxYt*Cgb2dJi|0m~@lnzO)lG-PC&jdn4tL6fIsyAGAnM z@GbE_3*`2+$nd76r%g`ZkmgMP?u8XlYSeq}waKt1XMCNLv^%-0 zD?xuGueHC9h>lquRXqGRdsXGRF~obwRl>E(b=O-62S8h8rnRO$(cZ%LRvoPDkmj%= zilS+5VTrRB4K3?fJK#o{(HBBgJwoYu3<=Ps@ckxGF~Ps0uLR^DqlZO`H;5;ilemg9~6l;yRwIyg{& z=wIm>?wajc=suQVW^{LsbG0Jnsj#<%9wKy+|F#%ZSHm15?QPVL!HxbA?zd@4$?lZe z8LPc3$lbBnAB5MAEEsVpti1h(eBYcIsN&N+C2^zQL4CSQ+Nn6z`D#(+EM5)m7T%dMiH%u z|2O}(KvO-Jxhj|}K4lhDFBscUv>Zg=isoT?sIP<%E1|AAi)m^q=h$}S8k#29Vo)s2RKc02HPS2ZO!gY=Jzfo8u zSFs)mnL%>K4qIzWs(gVdFKdif`YpXQ%7H0#caz2LB&(m3TFV=m9bQk#kF%sN6Xriz zyW2+FirOk!7g>rbMWixjvagYMu4`&)q2$Fs`X`@FTbL2=VzaZ1{S8fdj;fi++~VC!s)wC%O-REx;d#JOhfz#VT(Pi1G9w6`e*Qd^`g zNzdVW;m<3yRu9;-hqaDyhpz|~t-ZvWS`BYgXGGe*v>4|{PZ52#a91gA4-a*RXtoKK z6Uqzmk=YL?s)l#{w$NYFq>DJpf0sIdjFbb3$WH$CYk7}));iJt4jt`Q+a*h7rHSY? zYiXwUus7a&!`0K-%jtH8yEZ!0T~WT0`XZr~5^pQ-Xcm4q>|p3B>kR3j(bLz5qzNP4 zXpaSE0y;hceQa1a?VZvDdWA<;g0ZJ@s#o{2wc*0kfB>j&9F`g zi3#lxvJ3s&C25g4JkZrActgB@`^sn=&BgKtZ<@Qcvs{`p#h21Qt%viF z`@8oy?GpFz4g50EYABuVUiAk4rAl%Myn*Bp2BSbxpMzU;Ave(w!kF>lmQKr6o4z@RjoxaA!D6I>%%ja}MzQ@TF@#f=9$3c-1Y+IFc7G!zMHW$Mc#M z$P4L%pX#YavA$LRQ5H~1>;aX+`zHp(-BJ<0pCM(y-rt4`sermBH+re|q<<7)8p~8B z)72w=W}|UlKg|5<1Ve^tDlg5D8i5EF7E(}5JN@f@VZMF7_&_#&mw8VpARki7sNYG5 zSU?hVL+1G2W?I^Lvh4TbKprD?XX-!?-1X;i@XpZQW^f^xNfQVnIBpCG;;X7pGvGaiM@&b3DLx>3zp9zrXsA!ury5(#C}EX& zSE?rC1eDK`wcRyX)I4HzNAVFx>cp+!YB-6%z>8*?AxwlT3kq45M4CUD5b1-9XSNqE z$JxeE5&*K8ErL&lmDFV`P^dgqb~DMQviKaN?leq%INvWG3^)(#46F`L75? zGp1{_K!5r#Nsr4V36S8kDv2XPoLOXe7FUML#erz|oXK)nEhF%*wj` z&YD?a#G!X<0haiu_*{xd&o)n4DL0ln3N_7AdYiy}f4u*^e{|rJcG`$WtMrz6U^76? zD>4n{AJ8&8lc!?AdX6*g=Z#!L-o=bgKgyUx%(?3;_68d($TZCR!Zg^Pc$9VqOivA* z{Qc34ju2k(Om{M|?HA*%F7hPHpg229vdJasA+GxuC?S<#s{TYfAE+5P5U9s&)W=3u z_|a%F2sf4rJ6H*?c42spN2LB=5N9*-YMh*eVzvk~szanmu?9J>5uoX7KwD2R3-_&X z7nHlTJPM!KY$jj~msU{wuMZAD_cw|Zhw*sK&l=s(C8*5RY=VZq9c)}HGf{t~#WPjD z6KM*6Y2}O#Bv2#@O<*}j!=^ldS$@R)wG+Y7B)B(|PRUD^L2860bAIVUvZQpOR!~RF z_fpsNzJ|>_6?8C_b)@W2Iw}7!_b6Jrj!QT^nBN@3?D)sJpE(|9?FVS&^E7uDSQQIc$pP) zfoX@bG>vnF^IdF8mUjXw5D&~kcjg71Mv3^h7>X+P3N!a|N^QjzoSG5LBNt)9SHMuF z!91OU3z>&vsWfbkLB9Q7R6r9!@qd8rA2omD){lWlN@ee^07GsATXR#akJ>g5XGsmF znoLEb)SmqMbG%m-WVbr+_7vadEh!d-(IeD@5pD`sYVr-Lvy=XWb$yS1#|4|S5w!Xu znw|mZB+oI|$z(>)EGF2M<_%pUT{s%XdJnGu>+pK*nEkc{uB#O@5trduZy}x&M@g5_ zUv@DYJ*fhbO>;R)s{YKC zyv^*U%&Ce+V0hQE?;9}jX(B7Q4l7)g=5nvy=TkqU9=Qm=*#njzPH0oA0vmP64Npcz?FZ5v44i^ehHu9 ztcf#>b%`4Z7JCkwr@vq%N1)(JgqaDIyU2O)M>t96UdK=Ci0-I2x5i8qfSX}AlTg+D z4u9%IFZ;rn$0Y6>#w2!PQt%JHcR6;;NOp#VQt&XGy-Aw#O|<&&m?UxuF6x+GnlHkQ>>afUn01YsZL$_4p%r+ z9>5LeXB|HYqG~c18+DnmWHrtkJyE01CG#i;KdYILjX%{S?WYcDE%QimuEyRS3irH# z-MkOg#Cg_#b)G>F*5f>?oI-F8rAd5liV9;dT7(2NJV&KjB<`hhC+^3cpAj5}XXb%c zSNj+!%Y@ve`b3=acbO#l$t=ipLB-gw&tpRUex{QTgkvnsZY#!5^P#J$fReir9P=M2 zApT;a+*)!z^2pib5ZJ14l8t_n>w_pAXS&>V+T3I7rAu*!_RQ)N+8YIZebd5|`}}B;e8jma;4pKE6Xjf%8le{*;f|y* zcX$P|@j@(Pf~|F@XO(-atC_Qddu!mUFh_l0AMAJ)@i@9tRMUvRLtj`fDEGw6=5_6& zZ-TG3_TD%fOcT#a&A9=Mz)klGr<6J``NWT{$+MiL{2^wvn$I2x85Le9{DVDC9b#84$V@CvgMo6dC`F|G6tIBO_yyyMfoL z3(2Hs^z3nnBp1FWev|r3OVsCYrwJk_m6Q!W8d2P-b z$+f@z^0oJO$Qs`e^RZms>I(7Wf!=Em${tg`>T-t+r|FXKKP{xJ8;xRgDfVM2l} zEc|u!vDkqz8^SkQewc-|p&$UW(r%`fPjBgYtKADemYOLmt*aeBhyNAkcl-!FXn&)2 z7j6W4c?M(%8Ec(?IS;t&1||r_Z2Q9wM=yzM6F)ERb#!jWJf)m5!uzx9MEbk5e=|P2 zJ86%E|I~>gzOXrw?;>7=Ic$Bj+!=o-k4Vh>dEm!t39V9h`VNW}L$XAqM4gJe6MrdY zLD*GgiRt%UNOn8ZZ4tO9kneZhBfepQRN~ z-<44{!{u(OkC5{_>P3}{?HvCut_az(>Gr466r-Z=taEqT`IM$<-CW}WYsJOZKD3^{ zMcs+)Pikum^GrtDl(tFBK8qi>eH@=u%~?}VRc<*hM74;ooa0w8`OUVC!5#h^8AE^6 z{Fd|EUq324{}-4nKdNSUP)e|e|341CnQBCo&VuVFYoQ8eG1OBOmNJM z`ZvqzxE=AM<37g3g@;(WnSO7GdqzgF^!pjNTwDA}=3M!twMU2?Rynd%)V7H1VJq<) zH}f6&{#&B^^Tbb86P_hrO7;0GN^k7HMc#?29k)NeSe8)^S!(2MmFE1mEn(W{M_-12 zzwZhJJ=Viviz6$-`cBGHA*y{?qV($$)5Ltzk|!w8zHUWWxK~F z##D~F7uM6>S{Y@edlTLHT$`N(oiCj)+y(qMjM?BawQUnakA%Gq`w;rYnpsSaPr zl929}1FS5!@0q8K`)|*6PeD&#Pm0%}PYWL5)19$Z4=EWk-Tn{B7+2NKN*3c$`m5yV z@4qCiOiEA6nx0QvB3-n_g8L*y_0RGlxU5}eR{?ckd^}O(*DR@-61NP9;7~H=hRJK>{{*iwSf8a0!Q&I`d;sI ze_i7@p`JX!J|etwxE8v>GLp(>hW@iRi+g)UOXq%X_rQNztXY`!t?t%m_B|n2LYIY3 z58Y(HC07jQN3-Da_xE4$z926$&6`h4HHwHU)MvIip`Sw!*k-83q@7HXex{xBNBi1& zs(Ye6vpr*cf9StUUn~_vFNgga-X#2MXdinSYYRD>;54RcIRi_4GrSwTt$lL>Wz2F? z4$BjJ1gPwP)?>k)`a%C;&l=Y+>FqOWyPcjSe+T27&`zBn^4)R5QOW*NxhgGy<9Ow7 z?QP+y>%Gpjh4Wg7p3VFy&QRJ}rhq=h zkId6rR)0zFGw&aP+Isz9qLfQ@SXWy6S+1*p;7Y88Q}Qj79K3oi{hGFc%*_H!`W?V` zC?cMb3M)sf$89rt;y0yhC@8JLdhqx=wengIP@W4$3#NjZau;iUTUOf`%X0kMm!(2x zcK;-=;I8lLlrbP}u(JYbMOVy!#V}={HJ8098I&8;PH1R{8_NRmzE`f_+z~#%e~a;j ze&~PFX0?rVv#qPGm@VBp%wozz#Kr%Q=9JaPlOba7$y0sa$4;hDzT$ftoxIUd**-sL`8w zn{}9~R!4d+FDAKaid>ppnqJg;U8SOOn)C6&+);Q?cA9pxm!4lgsMTam zMH&~(1wvM-Aa!wwJOTacZM5A7P<($y@wt#b?KwW0zl6`It0&3P%!M8)my&!ul{Iwm z8T6(_=~lYX?-sRromw|zmi|g_Y|O=1`I;_1Cmr`2VF?*whwyTWyzhllN2wwn zs?q4b+DOHub2yotD32b>i`5nCX0@7XSFTG5DA_xj)p5G5F%B~awl+T3fAAO0Lm5~J zt@65{!>nz*)|P2*t(cY=*cEu`9~oF3C`aObS*AH|M2*=1*XuL1Vwno@{3tgwd-l4h zDuxcs-{jyWb?1wo&P5^Rg&lVeez6_;~K zRfOqg9b>+}L~o5xw>eplgK=Io;6MA*z4XPiRTU=Sq`A}RsqfVqFh%x-KENmdW>FUh zjmOM~rjGetcrWYF(^sU!tc)(W0eyQuP_fNuJ*SJgaX`Gp)pUV3`7eE$OZ*+pS0CxR zSR9?|9rj;WG@~!*TVrr?MK4mvi3bXzM*_C+8>xI;i4#-q0Gid(lTUZzEKsNLzg zo3bmL2Pd(UhnN#l=l+Hk^#U%&o%DyLKoh`Lh3&ZIrsGPh!R)BE=m=xkomJ@=tDzK3 z2l39q4y(d!p>}2*dFoy!Tz{e;Ka29RO{Vq|7gW0NhBbDa`O`0?GbEtpmcpdPVq?50 z3-Nw6q`&JSoxpjYES?Y(@W~tl`}hqsq9sqsZT^g6cm{ZCX0N=K_ZGkp-GTKvkDmHJ zCMMs5Ww}M~KU5gb@9i0!&Ug6}Eqo;XeNXa2r{aMs!yC`c@jHX+SYmEbm*7@<>sDx@ zw}3bwq@(|gPc@zS@9m{KJb6Dj(O{mC6aV~9)X+o3>|npkc!t;Ld~MP-yh%aOh65;3 zPk^$$#Pj*Z$S|JZXPypfF^@m7Cnr>jR6xFsN^lCw*H<7Bg~0hTy%GEIK{n!9HO3Fo zfi!HJxHgypAFy06L^oW8Gi(Y8nLmuX#t0@ZHx)XG-#N`%;SHGu!kdTrR~GcFCs@h- zK?3HmIu`TKe-*co``S?SfazFxR#9O7lg+Cr_(fFUwNM#E!Ptb6&FK-}u_8o}->hWQ zy7=cs`M#tzqE!##JZ!@MTZ(Rce=t{Y94;XT-MUNPro%GnFO6pS-0qrh(fM`-XKITo zw*nI_b25=L5%p(Z{K^AS2)n>D7J*cz^M0F3)p7iek}9KA^?;-2#^W-BH#S*_W5RY( zRJBc5&38~Hzd(h(6vyW=P@>{^Gfx^KIMaWqMZ0o#O~kLT8BA|6xQ|K}NIo(y{x&+} zdpGfQJ!RGPWM1hSwBBz)4mR`2Hlcc62ii11m<3BT3Vf#=-|aL%_b0Ic&!9f1UKQ~( zZ*o8T;V}EQ2kU6J&=izoHlCElATCw-U5)SwY{J2o>FVAHqC(aQd+#S4d$pNXSBKA4 z2S?5cw=XCzNOC(e?Op!LhZ zOfz$ZnYD*g#{<@Kn!jZJ|J5ksi-3_m6du7obVh$}15MA(>g>V^GY)3#BzN8tFrwn@ z*0r4Z2_QS?n9Cf_`LYKDX&QTbB>utv?A(&9<8AyYg+M!_U@S_3_D$oN{sZDz*M{MRs6~zY4UFq1j)Y~X%**n|e&As!#-80sB4-m6xede? zq7GjC4gO;>|Mp(A>g)N{mFLqI*X<^5wr*lsu<1km>;T_CDmcO{$J1)T^C}A3SRNcZ z3+tyBr%pjmq&i^6LvRXg#(O^A_+WH5V?YK^v988|$47EvRA3#IXI1S518>JWQQ_QH zuwwV}XRQSdtjsyN96a`eV8`>Z4i`~5+@M#$zE8tE9O2&xaK>NfSvo+XGiL?2z-2fk zm>2Xp6`%VK(BFydHy7>~CV=w3FY|koga3mwc!NVH9Xl*v+5$0M}JGuG(+hb|u+8B0jc4!9rlMmGRHmU;|rmb9Uk#wPro+;hsrnxA(?z z@EV--IO{Kg+iN|k#tH1eS$J7TGiUZZ_-<3a&(X}uw;;}~NNO;|Brxlr#Z&xwd)Z?{ zIZ?{+rgfgyTy|DL{_Lgfph^7Q$)BD%hj0fcTMg>Tn%obEsn15@F$=I0i*r*J!EaQU zCv%+lKAE4EkLTPDm&su=5FQEzdG~{Pvy;WPoU9sH?tC!)&3G<`qS6>hJ>bBTGf(^- zzOEvCR!{nj%<0r8nO<6r8@~=ac{b1NcTO9os|$HyiFWgus^FJLM?l5BmHh73Fgllw zx@LZSy)vI+elUqWVh`Scdm9P6o59=f#^*f=7jc;z;xPzsPM%f*=YK_ZqaDXhcb;r- zrsCb?M!3VfZ!eY-%fOC|gJ)=n^S3W&O9w39?VWgutVRQ`UR8NNkuvVVfbElxe)=CkDCDeV9kPT&nsq9UkF{gE9cJTKn!2dqgk z6DddKu#%gh3}^8l+`pI12Aoy5f@$oQ8mzVq-aogo&xoduYJ_JDbmz%nrB$Dqf#IX$bz6=Hv-vr&`(xx1)38T;sgo zXj)kn4`4qBv!<%^d#7*v=)um_bzfR^q`VOr;-E@8LZO8UEncTxy{;?3lyC zQ}Gvac!o=hNy)7umyu`6P00x9F8xInxsa3mHU3Wr9L`s97AntO$|T$jwJkR-*DNuX zG3qKM7qcghNeQe@A2+{~nrjT~#XIh(iDoq&seWLcZ<+VDd#9_dd$YTkXRqguccuRh zb1m-a4RD`Vf%`}yeY+L6&t|xQvh)>2Q5WQ+GZ-dymG(*7=p<%y7F`zeNnX5nR#syt zILm2LqTHMO`v9NCX02&WN45INB3Wl!PN?~mW}yDrnZ{6>=QTzwXHr223=*&EdLO&T zxIek4xy!oCc?4hoKvC_n_Lp9k?38A#ylg^0c31%z+nM}*9IoJ9+&1^QgL?C;J@>ZP z%*Bez+-22a+qO~1d=kQ?8FDz?T0YYFr!d8Fv85XG8xN?45(A#|6ds}!9p`;2@S)5P zNMe>o9%BTPwekdt_|K70o9uRY-+6EP9{Ss8CD0ud;hC)DblA`2OPjbvJj@wUS&SA- zQhAN$^y|bv_i~2Du#5kIFI#RtVOEw(&ANuYvP5`?uc(RAMxCqnR6DA@P-hOXbhR8; zpOS;z2~|!>>eU(20m%&_fsYCY?{fXLwni(b?emZEo${XYRS*0Zn4p!@|7Yajh%UxaZjnMk;ITJ{VVsxa!&XPuyv8RB305g zODMyY4|0gINvTAKHV*}ikCc#iXcCS|h+#=Jbx3EphkfjX^1(UAU!Wc}G)Dm4o$tDD z4m`_@fHyEvUt?5-S)aoVeubOw5VcWT?)QSMi|w2`Z*ZI*fdjO|isxcV@C8o5`JBmf zaMI;A4{`@LgcFufoF&lJzm@AKH44s29m$K+Wj}d1PU<}r z!ze$7>$kM+D8&2w=K9|GmiezRhw-+yUC&N>z%Crw3o`Q+s9c`%og0#A(SRD~NbnIU z8V2=WUw*xz%3VMeUmk7Bc(}c%RQ|RJzK6aDe=ENdI2%~4?bPd|lW56V zJBzG}Hry2psB(V5<;DkVvgeMNS-DpgD)nCYBa@jA@PXMT59yayF&E_tyK9!5jRbB* z-LL*+Sz*a$tz^An*}yEN_UaLEsb%svvhq8U-P02e{2TYpQFA})h#L9~Z9!n3zp&r! zn}lRIO{cnb$I7 zWHO!IQ|=rOT9Ra(WwYgL%=`YnOOfzg_zPu0`)B}PHIfc3E0HPP`b zr@x!PIlm1*dl`7^|45EsAeCqRHkQ5YnSN3Yw2EJ)Y;d>}Igu~R<(2)Y!4vswuYwLr zS&nAuSGlm9L`KIc&XMluY>JT$a)aBUQ?ML!Bub#1xQxrAVNMA@$nl3e$-f(I^K;@Hyu499hnhTkGVH}{1^Sh19`PJ+74~K zHedTgd#lyZx9Z_wMlX#ToZt&!{IjzMozyNeX(iLBNXGMNDo|nl$6a|JebEPbyz-1` zhSSg)zEqnsRZOxJv3S&imd=)6E!8cb)tRcO4pg#$8_osCiWB}d>l-dDtJWYe)t}}& z<(tep>g>Df`{e8G|IA#O>Vfu5X?zaOcSu{K3q}`qc0RNag}_z%Q>6ts5#EthbC!;A zhtQGUV<`2EF6|#!BSM`i)u~fFyvvlIK+_Bss`S^`xAoGG&sYTV3 z;LJ`mlfy}IIBYD@4``bLH~iWC9es&juQ$yqk8H9Ad+0m%0SJYYu7Wk+6Vth&7=DtTh(^tXYm3aVD{LB5<{aFH& z1Brot+9MLc?&{S*hVGl)!Kg0ctsO+|vy({~i>QUFiw3K^FdgZ0aG;muq+XD_k&@Pf z$&jTiQ!QgTsn=UJTV68N>AvL=^+*eHbJsAhb2*uTYovy_=ZBc6IkcXEp8iq3S>C+f za^BkBnfyBFed)FO7Wy3iY5r1yoq-@(U{ADlxPLuN*ji5N$R4`*IbtML;(GkIcGM%k z)0ZqnNhL|)?BQFIDUFefD^r!??4z@)Q%z6{S$<}|^a0BeK2>GQTi#w*cGwjqUh#2q z9TGaj%v{wsvE!StnooI)dF|dj-qPORNGRRq{YHlFJzqmI0>=adrt_6yO|PR0_#deR zr8sM<@$>KE(C;SwNFgikq5Ik_wAnkhUpCRXwYg;Q#9TO&6 z?{Hs;f2#ihjzKrG;CktK!9Rz97+wW;yC-xLPlEXUE^T0r!gD(a0`?2gA?iXtj|mfT7`J~O+}-cAlYz7T znW5+ z=g@qurOqlZ47GeFSTC7$F zvlc&73q7!Cmi$(OnPjWD@&8o^t3Q<0%6)2(RJ!yVAmtZPvR~2u4LtRy_(u5x-ksjD z-ZtK5)KRUX6h z$&L#B32NasAoq9wfBm+#tV8eemAmUQC*U0N=-XQCoI0b`D3X_RDih@6AO};(EUQTZ z!#(qYaYbhuVn7KD@TdEh`dawB@O%fni@jI94qsK@0rviHe4dJddx5rEhBiwtPC}vA z_?66&+q|=6s@gLoZ_dQ0-9TO`yEywgD=SGJG?kK6VawD_OoNPnX()}pjyOq~7df9=2Qf5^V_`%4FM z1Udw6v)_klpS2?TO#LO3+IAZ;sQH?JopfN==Y?5#FIJb9kS<{0sBa**K(+NruAtP0 z#co5UZ8IgeQXXGR0-vC*Tn*;xwzO2LB57zTTT-2^1hxAcrE&y3N?r3Ks$!FjzqxqF z2k4byPNVhedQ0%^>-s6O2ok9ndmDS;If{S{oHs+MXSb5>QHx$NoNj0$z0rB<9uI4K zq|{ED$dt&be7e(kNiM<}ESDyLA$O-z%_F7JGiD;hH9>8UGP~w?kiSG!rDMsb$`8hn zfMT{9+|CJOEi<@^8d1hqy%H(h&OT%#M06Y|Cms(PB=e_EKR!!4I_QyT~TnM|V&}d<;6!kyNFlAVHbE zaC>rB2Z1#l2D3azB|d=uDHVL+m{HZ(!JAuw79b0Z0yojbsBFwMmVqs( zMmoydfuI_PK=QM3@}vbffJXi+^aUa6CEbLBN|u(9mj9bv6s|Fp%CLxZNa{^GYnXhL z%;#}pC3uu5w3;1+8`QbggXe{#W)m__~(^y+r{i$A$H7Yci&OE9R{@L-IW zhq0F9ln#=jEJO*sR&GJQMIZ3EF4AMMcINakv7eY0+yy(*Jh;GoAdCm4`T=g%GdRh} zA`~;b7?*_Ix-&SIp6d@|m1z??>yOCn{{{ZxjoH`eYFq+g-ES-gK^$h-#2z4yrcs-^ zu&c0xJcP+&32}xf3t8#PZ;SV(8DcbZG!wX6bAf*hmt^|%!=N!E$i2GCn>qm(G1Z(x zrbbQBzgV+2U0&YcF7dYBOUR1e_>tI8Pc{aTnb@1Y)xb%fn~cd^xSFpRH^F@^<|O8D zC7@&uF-r@3%xUB!i6G7WNEjXlGZheL35Q6kEloXNLF&yJTMBG#mDpFhBuc@_to5E! zb}H+vFmaEB8Yrd@o7F-5|04ITW-!Y9fm*;Iy>6Gei+re$!7yP5$Y~F{dS-N)RfRM& z2CVESW`KP%pMg*h2kXPL2&P*ZRJRoD=XGHLiBy@q%3(1Fxifh)F+E{EtjiK9LM#mz zy&)I`4ap|fF+IX-DGRvwK5*qSRUJ+O*)(=`O`#9HZKSx~Tqy)#Qyzmk{sWfW zoz$Igq>Dug-AE12;OV?1b8H%F;7mt@A2hl-|4YWTDdUhy6K0b{qjU0=AbBuIT5&1y zSNONGD7l%z#hVf7zM6}_bI;eK&nzTX5nLc@GPqSiI*qeJG8v-7K$LzVuc{SZz(T>* zU?MAc5eZeneA$=ghCy}md5V>9d!2tZkRKdnz z&2!;5?(k;ED^w z$iW=KKp1f3xxvO~faXmi4O~VE5kp?+JEH`ArEK;ibEq)b@nO)fn((GONxedC0Sj=6 zF0Qlq5fq>uO6IBDxih5))W5r=w$dVQAq!fG8hrn&bbg^Iy33%nm&}jM<66Sadmr^f zF0y~nP;u+lKN5d-|}5PK(=vpxwpIsG^UgEpLm^jd!MPB zFC`y%hEw{94sn8fTiz+Rqr&Y?)n6FZcS+gGy?YuKb_KV?MTmucWc}Rq6!65mPqdAN`ZGX5_&%VK+DhCo|}?E6LQybx0M;N{5ifXPFNoP(+NDV+m^pq-S*2>~KxW2ev39nWK?C*C+QgdQ@&{8|%Zhu0t&9TN zH2-w(C%5c=<-F`{;jHhx;4J8R;%e&d;+f=a>}%_{Y3ucxWMUSj#_9%=dq{nyuD0lC z%cGh0a7sN3Iypt2B&|bfzk@TbH9K`8r}0Nt;5u=r6fLL7IZ4%D4SLXyDLyT%S*-uF z2-cgH36^|nvV2OcNV-Eut%U!9ho9^0ld&;TkF+TXg}GFL4sZx9BV|1!Hs_mp;x&uEz5I;~M! zFtu~q+Vq(j5zeu$yY98#DSlP!Ype_AkzOb{tq%L+kQt$R=+Mxdp>;#|hI9?-Xb-bJ zvE)*R$xX!^=*2qe4$a59I!<5Kg>_W~6~`d)7U@(q)l_wvb+)aC-DS@m5*ISX9&dkP zEoJSj?vdUFdmCc{lJ95toQ&sbg;N)&^kSyd=+rrBgVT>?TzBqsxA%VXtq5Gv+cW#d zR3=;Z+M9j=2d2~$FpfaXC{&=*r67J-(7O@fB>6TV4eRF!9j1CzS z(!WXD$DU1%-Q_`EVnu9M{@~m?*)LoTE|0zJ|C|5smCN68zTlOt8ac1z-ju&2S~p(S z>lbWr>O@{kt(bm8=Bz?>3r{cnbm5G`)e9ZY*p_}WEj_JmYHp-Ucn#}G%loA{`)>u1 zyc2((d^OgUIxTjPb)RP~`u&l7WcHfW!>P5?Msqg%ezFDAIFD{u@RR4p_vYV}`)5|s ztnF9EU-{~#9`>UKSxn;?uz7~5p-pLEt8Fy)TdrB_5VhzsRkoiyMBbl2s z{Pfq;_N3NHt)1dVE)#?AW;fDCeqpa+VhX!{wNC6v_#QKqp+ipN@RyOkDTO)VzHM44 zePH_f^v5&WXIz`{Mf!iz>Zd#szSbGy=L5-8xt+4NULAL((3KKbrd@gSYI&-fk7Sq2 zeLHt)-lO@`qeJ6eyhFil?xx7K)Yuiv{44XP%nvhXWXwsQfac8PgzL1(L89M6Wb`Wp z*+lw15^3x)_CBXa`~K2kj5E`{z&UX-&RA-dUL<{0`aK!3^!qa2N?)1QJvBe_WcVa! zyl##+kB0NA=M2gkcQxf|i>qg^KAZJfcDI~sa|`87&Ks0}ceF=re7wF_Js9Q`i~NwX zCaqP*-i+TedS;ACe;}<`>MV9;pUBwkGd$Rx)JVL=YP(HdSK{cqh-z=~yHRa-)EN`r z5OGuQOq-B?ZN~MPe`kK1xiYh5=IHbxX8ycs#OvIl0D&2EsrF8hI;WjXieUd~;fcQ51qOVRDIBk@vHgM1K_ zcD{96N8V1!hQ7nnm!`jzo|V=P8^1L2Sh$8;k6hGC>|d!2>C{H-q*pR>$*tse zV@%M5`TeHMW{)5f@FuI7F1kmUXUvIwm{KHl6Z5ab)0(A?OhI2ntVi$fA4+@>e=Bxx^s)T1`OCroO5U{m z+R+b~K^PU=7&`|y`X}nL|KjabKa{6ZY?<>RC!DM%m)f1R-|nyyD)boBBK0s#pGiLNFx^tMBsm&;+xZlD1K7J;4 zW9*)26QZzL>=*Dib3O;7FU4B0a{0+bhWCoM%KMTX>0e5C|j6u&(f4q;3UHj;X{Qmjp@{Z;0%gfGtH@{8vWc1}&?f9YibBT^#S8L<|zH==h(S21rnpIMYp^s(sv zXh+UbTNHnS+}w2U3F-wu4pyuWa2yTNk7N`4a?k;Roh3vXc9c$NfxeZq)6m+ zcyYKRl=zv-k*4k}rzbOD!_nCgH90=}GtUWysB2ixYJ^+Kn4RE!mBH*1I-Gqr&Tx)L z4{|hdMva|`7kYbR6OU6h(JD5XGZ0^m-pYKyZf2Dl#iB9R?j?RpJmaO11@RdJzD3=} zr^Mg`!XL4l%w)y{eZnqt=kv*cS9e!49y-D-VSm=3USuTMjEcMMjLt?-ds>)vms^=j zeH*_15xx*U8J@z9m6w@iUBmva53nc1^Zt9@XNkSkCOk>La(DDo_%c0uCVGOk8M|Y3 z;``zw$WyNH<`A_vLvQ2G6U-Mq&Y9Ia!)w`P;W_j41m|7c zi)Zn*kNY38YH~L0dFz8{4~cd{D<{F)0r(Q#vT?|q3;~>ksYaV z7)Fi5Z0e&rP#txa(S8-=^ml5a7ctw_ot$CS@Ox<5!<;aq)2Z5U64WZ>Y(4qZ2izHq z^bZDc{B$-m0=LAs#ZE9&JCwQP+oR3-KQX!}T8r83f$^%$lDy-+>gSSUnZlg$R_ZYN zxx>gy4s`Ex>$AIX;x$c+SV}K3#vR%L^su+$GJ7%vqI_a*z?g&(G0B0y8M&*zvk!WzZpG^=kLf& z``W~LpexizWXe*;~)(~XhEok12XM8(l^Y68Dx_V_Y+jJu#od9tUc z+~HXG=FI*TVfJrv$_YHfA1TXH?oat9;@~MicQ;b=cZz)JMlXX%H#gQhHZ|(!e~7g| zmA5SKY+fSo{``IU&!S7yne(ekMe+)7G;5i624l!ee1R@qN9Ohk_ajdKdL9bZpyK#% z*6aVm?D`fe0zK-D@8#D#cU1VdaBJrJ3#Bxtie-7qTA;ZCJZn>5^myq*}13KRg2Sx{)_H>Nd(`Vk#aPAA9Ia+h~vY| zMt0^jwKgd&sIaLR8OaVhYp80?q84?Kf4$cyQ6+v$Y-}{f9Bn;jA=l=;ledMHEZy@z z%5R4+Y8Sg2`z-!?qNmrNnTRdawA5e~eqHj&8{A4*me$NHv|>-Uis8WBPCdjZ_hz>} zvu<~j9r%p7?3Ur7Xi!b6e6}*XbPH7o{Ze{xhI`ADw3JsO*^J3YauR5q?0YBR8RCsf zOo$()7NSFRTYl&K^LZ=sw&l&t`ztTbdEH;-cZ-&ZeM3FVc<7Tx{{MaIW)tQs6Y1gly-u(~kP_Wt>dgHM}pJ5gEq0totLU zIAd;SwX)Pp_Ggd&Pw={<+_P?VvJbOaWBxwY=TY|GtrXsdCe32Z z(Tl7>8R})Pb^BpyesKSF>tZJ-K&{`I|4NA@!bie8!n63USokD$?`N3veU}VRE2^J= z#z&E#)<)xRk6(;0N<2p7p6h>2%$!3VjpjsS z@NE?H`HRBmsCW7j4>gD$DulN%JNY_ieKo-Yl_1mH1o&=38%MZH$RK5gt24V(I$R|j z3a>%#+j5@!gV?PnSYtnlOx05A>woc{WMAlKnNb=a?-&1@-B)JgFS^H?#2Uulid{zU zzl@h_i=EQ)<@EBT@gdAH%OsWn}6L=4#F{=T<3vBe7O1Jjc-RT}ap|V$m6_ zFWL#0SGoI{Q(ow9X0G5_)_hc;M(_)4R0DSO7(!L?2V{>cv9HJLWaMvPRw>L(*Ie&u zZ@5>Iy?wJ1e{u5GQ)If@CSKs(Kt_8TIioCtbL3v|KJqG1UGu3Q_`RqRK18;98a{+G zB8i|55WV!K!e>o*H#@bIkJQB{bdPjmHCdg=X67);gr~U?BA;}Jn1`C$<>U!}_eOZ- zn58+4e>}?kRb%fSVyP6?Q|u#~`6uKW#7w=t7@C47c@gkEUm zXx8_1b5;-d_3_s+W3Yj&$O2X&-b$UrRpOEt zq4*TE`8wC3=A{mmI2GAh{a>oH_LI|j)vLnl!t$)=C_)X;{mi!<_PR4?md%{i@5xm% zEvO#ZPM*FPlKU6&^E=c_G<94m+n?qvk87|%+S`2tKKB@V@zr9L3vWC$~~cSQnb`cqhOHLiErYyN zV@nwO9Eq<_4ECO7HZcgQQgt%gZHx_xh1*B^lbPwpIA&A0KUQQERk=5k*{;eAU4vj9 zb;M!z0-DSoKO?;{%*>TV_NV$?f@g^Irg1{fNBFdl7%4{Gfkb74nQ^Nb{sqgkj@*28 z))oz*HnC=~#2?`Y-uJADdcpg|dxKGT*dOHYX3p<#xHOfjz%E?Bl`6RF@z!@@!HzNC zPz8!KL-T3`J^YDYjM?Jd@fYHE#f!&dvAV1(96*&unZ!eh^@%xX*irvgc7xHmBokRd z(Sn$02fnQhn%+O$mod|n@W*75hhlHaLAhn_Jp6AVwEQ#Xn@1BT_T$`}7oCsU4Sy}; z@1Kd1wov(YocN^`G5r0kC}i%;psufLJg@5rp_OVqqC!wO}>l@-ijv|@drb~`%HZfX_Kxi2~0z^8(* zAJyfj$k-1dtG)&Ksn6+|cQNxff%>OmPGi=e;3V;CH@GI3X0T%NhGY>Cw zN>D00+kEbo@g}jm{@?L+@%8Z&@e%1jckj-9Ws_qw(pM8Ycj5dtg_9SaA-^6#j_@W_roz8ftP0Sz1 zs8H=doH~$Qg!Z%lUN2fX041L0(V4tid+KR>dM|U<;yYBD{KZaF6BxlZrG9@G@Z3t3 zP&H=^=ae;KUgT~3^a;0n_yIt_`i z6CYV0!I?Hok^NeJVbY!TL?AGHZ>IX|KN9XjOxPn_3h(cP%ThJ_9z3YxE@6F%&x~qYR#L4+ zdb%?^_oe?X)d-Ezii$|lInJ*;!9IwWyt7n@T=j~vH{+A6BP|--M$YVQX4KX|>0i*f zra4I7clPEk$S)$ShVUxzUQ9L9Wet-yoIT9>#2eJcWPPr$`StVx;&1+I6VAph|r zBd2Sqm>tPzWdU~JLn5TNp!)!1Gm6){jTz1b)N-&U3s2UW)k)2RTUo_73W|TrS)zGC zZPxdWAQLc;*|gG(z{fE&I);^BVPcp&*aNa9mZLi79IGBC#XG`&d+|gr+Fl5`F6_1P zZuGhnSuA3mWMBU*>jr;e{(3ZPgLaZx_!rL@!87!w#&{?#FXz0AAFz{?sTI6~+0U|A zm2>#d%gm}Drv`Nyd76Q&K@79P=PEmUm1U=|uehQ#k;oYC`iVN0E%@;*aDF%ZPhbg4 zG4eRZD$#n*SmxJnVUDt*{~;VdlUR@#ofw;Fny8h?iEoR)ioYEnzdQaIE7h+{j7k(n zE6-3D_r2c&j^qa*+Kmy9OblW98) zM)xBL2a$#6nBjVobyqt3sV|a|5;{*TF_Ss!anzd}pekdSpH98Z+nl!=_AZbusRh+O zrRLxFTz1s#!HoN2&MPX$dZdTZsb?nIA0suEga ztsll$zJ{Nf9-75Wc1fol;tZiG*snMm7n-lPJGS)SXsALZ7d3>rJ>M}!Lf;EW8m z_gLHgn*TPj=Y!M+eZxBI>8v-?%Dsiy%uiUK_%U@$pD~Ua1O3;Mh4`Fz_Yf=J4R0zF z{b}9mKyYi%+`k(NSRr{QeCo!ks~YS)))VVK7rDL^x|_Po3Dh&~Veidz=xr%?KiR+8 zj25C~6}F>mMUk2v^nI0)+cZ{PXA==@!)A5&DkIGiZ%d*n@%GJB^0dO*eBqD5{=Q7y z&JJm;H@Si6`U5Z?!w7v3RM^bC{@dvCA|l;At4^XD$+TiuKNOSY>_}XXwSLc6c#p!s>-G`lxxiF*pO)+WN*$9hEE-)N2mS-Q+xxzbp`l~~u~aQ9EDB)Zb(c(OS& zsQdhp6L(LL4ZMyDmQA6m#It`vHJ!aWj+%@~P-H4=d!I)mdqby@d8aCsEK`Y# zMp9$cja67Rf#y4C8~9IfHh37T{ggkLJvysXc{!GSN~=Mk)=1z;_8u6|I+Nv8{9I<2 zx&hQ$JVOos3s}x~Sru@VTHSiiF8XOiRyy5z6-)R8oO%J-uS3mLW4!e*tUmk>E)F7+ zc!SYPCK~z}wxJ^){v4~2x)29dCimWnQNcaLf&-D^?$9fT+W*1K*(^lU#!}aJBfApR zVddrfjF?^zer28^150`vD-io~)jvqcUd~911M4K(+K&e+$$H-@R5vfBTE7A-EGs7~ zzeCPMsJEZovPYaz8{Ig^*@U}UO}iS&8BU+|SkqpU*RRmPIjlDA7o77S4sM{br()<| z{}R=u?-ASl!9J(wgCA7E73%3kpvNPuVeI1+!$wnQ#@UIjImbBHe;+xUh(#C@jOGNu zgILb-z}SlFpOI)|OFZ8uc55ujcy1><1`b6#dw~C5WT*(O>_N)5Y4(cq+#YA0Q5R|^ zw?mIoteoq@7-BU1sES@(A^W%v8`6=Hi|Tq@W{)N#H{H;ct@L^=Qn{0;xDxeK|4^qD zW9`XlR^z>)`dwBIYv0lrh(>+y!A4()KpdAGQQ{L;?L^g4ijxvz76_J0P4k$x7Zrk(MZpnYYX>|i&01%2vsN-pQ$ zE)3y=oZ6wD%+`PIuX09k`rqo%pWdU+Qf$IWKTdsF)O#6u?G(!MUkq;NWY2GdPX0t7 z{{$_rNVfNS&J`_!#IUa@7Pk=@;Cn(pJ4acWG}NUM%&qCKb8ilUP$lOjc3u7`IN>bk zEZv>dME78qm~GT>jix@Z89CQuLH%H&KZyNxhO?h>N7k5!L(TC6$M6OZ0rys{R552L zGgc=<4gG28X9s@o#Z`^^|;PY4adChq5GXz{i&QZn(Fp+ zru#G8YW_{+x=N(JNC~3nVd4DvCO0z};Er+1B<=_g@>hoI1kZRq zBAxxNZXL!QRoI99NN8tbi8quSbZf61Imq_RlWf82_wd^}@3J$-B|n$C#HW$lo{Vee zqcI0Li#SG|;s)nlsQ$SZgeHWei7nw7-j76*)%;^fKxWV+Qrmkzw1(=ST(_im(W&C+ zsqWK%#rZtGB3v@G0t=ZQB*7m<3Ht6D98~V|Saq{s}_C#qJnVxvh z?MCHm`EX6|9nQfS?i3|kF^rk=tk8YjG2OW?I2=0V4WN2BJM>CqW}>gNF!4OI1YZXS z-Im_$;9X+62~_2tau1+0*9X6P!>PU8=Wa@T>ipMdw^gUE_X+mQ550uWPIlXPmECGV zYwGtF`TN{miRVN4&R>aAkxkym)QD#I*Sf#@W87lFFz-HhcW^$`mrCibZecjP(A&=r z*r{YdZh?+Bxwrcl{h3&yHsNMoW^iY?bFhyURQ-dsp-Jv)ufMb1zXJ=?g^|;a5WA6h zE1jJ|6X*8eVj}9+WB%kt@+tSYajz+-5`XIb?oI*Yci8XXyt^UMH8jOJ9u#-q^~O4T zy**H^V{i?pRzE;A@-!=_XZp_&XI=Jl+&_r=GCAFF1-#tvEbt0}1*>^OVRxIq*m*8K zE4(0>;C~jnD={|ZPj4qRzW@4T!_~YEK@tCPBA&|Lk3kFnNcf6Z!u>0_HZeQQoFo~& z5y;pHyk{r(oPPqoG+}r;lDp8GM=e+p zY6kmqirh_!v2LFKT+lLnbG*HCSJ1=F!Y>vgX8hTi654`w_{4dNYS4SUPVQs=q0mgP z5|Q9X{#K{3_f2Sze-is$U;DiUw>Y;1-JOR+A9;15!6C+>w|SXPF=m=(vxiY-;`FnO zbhEtj?lG+3r|w$+B=woU`k#~Ey5Ov4P52AWE^2S@^EMD$-s`8i?YyUg8{8e#V4lQ6 zY;<fYb(D|qGIVbqbi?NgZKE^m7cwQ)+_}e|=-y1yb z{5R2%J?%z>+9N0U`(UKgF7VLwouLG^&C`PF-l$NeaLJ$-cK;_le>!_P#kn)p?Hio% zd}pWc<0or+jmTpE27UkX+Jp{Z86I-a`wN3@&cYz!oM5%>N@Gf%5VA?JqHMfz~xom z*F*~AL%H6k_^}`T@$L%mN9OPfht7xR6R|IL?x14z2Xf2viCf+XH}oCG52Zt2Iwk#I zi7J0^$RuN@=Z88u2N*F84E1%N3DqI5em^^iz3<&XWOpny!D+^M>xtl6{P1~dv*$Vg z@i#i`sOJ6?oJsU>=X=A##es7T`&PW=-se>#Q@723+kM6Ri;B(N9<5Wo(L1Qk9!t*< z`Hv-s^pQWBv*(AQ0~3?6hZnj54yCih#!PbDw>ufZLaIrJvqQ_P$afxbVVv{RuW|kx z`ov%9UJP8`^}(-az7w5Jt`REb#(vhJn7#;?qNL< z^EonLuTuN|FwskEzr0fp8@|nX3~OC3^qtolyVNN3i?=XTgnfK&B|7>~XrP~PI{1S) zqkSBHyax0=<+Kc%x>>BJ*bWtE5ji%6eqpjo70}BBk!6g?`5Us**{oJe4gRHqAV$Rg zw_na_=-=baXK#WE&a3$TyV2oljNKZrYHI?50&KidLx{^ z$Y9-|G-rN&O}zM^|Gc~mBbB250la5vG{1)T4CBtqL2Kkbo$*11;5lcrH-~k;>5MsQ zG1e>2iSEB+L4RRio*j78wocDrQ_zfaH%mElLgV}cc-d=NZ932I<=jJ*nZu6TYls2* z5ShKrT8MncZOw?Nx)3eD#(LY{PQaLP3=&zJ6I?d4#^7UY?(>W+?)Agu2-f07X89%A zhp=X-E9)e>Q|cp?`(&=y^KL&8@D98}=g?vQI_4Tr`X8{0Xg@2^@_Y{s*A8+nQZ*$OzVOG=#^)(EDc@J%ot;KOyEn49}`Dn^c;Wp4*6J z8jwkO6PzDJr#2AD6=pQrlsxD;qRMxOC!QrsG>O`n-i$ksvQ}geQF(}c9@gNo_7HQA zg|7dQ7dsG?bA}*wH?qh7NUTyOontbpZrd3d{hpx{wg5N0Ou#M#>J5L zUhMP5e(_FgGEBLwYOTgNvnK11S2Dt!Np_$uyM8sr7VKpw|30A`83zw!1UZ!v-xB1u zH&jhEP>$YZxp?le7>OCUIGmIUFpbHN&(%H+^kC1UJ z%~reBM((c^HbwDUS+9B4;=?E;y!rR?-^ zlv&2>$usq5?dwp+gFC3+T2GzFi>$(!gzS}I7Op2)9mYcrVHCWaxFCbI@Yf*~=h5}S zWc+S-MzXf#BGv@yV^z&@aspjA1$-=7+Xl{CK)0IczbiKG{p83y!3g_r;_veg!S9o$cFoVC$cv$a;oMhKwFqq8coSlo?~~iKEY~o=;v93(hJ>O&3d6a z$VT7b3ab>WApteX-#o>rwU)CDn>?DjqIanxdffRS^eMT(Hmtd6NMyAQDm{u#JHy(q z=UHdA3orGTe~R|sWB#EF`G9V;`50~PB|Bb@(awF;OC4sE_5j)OWz2AYM-9>^WIv0# zFVpS}G9PW(0jCO;WLL;e(XhY|CH{vXmoBTh#lKy<}H}3*#CEsM$yN_SmZ^Z1w z2&!t7!JB~=*C*$_469s+5$sJ^iYKrHZTQ~@-u6NlClQGi<8caWxPWVrWU{|M@!Pi0 zJ&YX(0YhW5Fb$aj8^qpM=h@fc5AxZ2fx8b?R5P)L|6*Z^!OcfFf2aei>|6S8F>fAb zFVh>mx~wOCiQ4A%?0%3*J~TBr%!uq!b}#!AUs8hcNMF|SlqO$)jQuN0u^Zj5!Q0Z%CbEQ)KjYrx!9bkBnPw=L_=w zPmxPIOhwvPXlP$DdILG_;XKjf=j@cxn|;k1vM1&dZgLUJthAlbKBSXjT}}C zi(HPm;$Ik*+|SC+yUCmi;w4Th^Yx3#px)wCMSe<=!AyX4ai=?$HSouixvK4Vp%$X9 zm!DX~48xAZ?aV5bVz;3WSYx_`e0eMKde>81P?JdWVyKnV4E*n4W;;UOye*@&jnvlF zLk4dnCQKz8{s40RAp6|Ci9AQh)72q6w2IYq586J~SXK#$?f>qN{kMx)D^BkKoOk1%t8nJS7> z%<+9eu6+q>*h;v&*;n#$&ej-33|)arw2`dq`ke|at$ezUn#%+3pHw}T4Ht7OlaslK zXB^4s=Q~cqc_C3KaXa%e0kyq<#X0Ys3W%+V9}=CA#7F$9%o^0d#?NJb#ieHBOXo4F zx*lTIcRzBq8qIruVu^|&FpY>?+I@yGco;;`d7WV)aD%b-y(`TNp0C{*nnrL zGx^F%qv~@v>uw{|jpo3Gy})!IdRPTXc{k*6u2dr`lCL=D-9F4#y}_K-gH#0frXuAj zcD4F}s=IWeyt&NZw)C%KuiplVUQC~FjE;-m94kW|O7~a>EC0RN?072j@s#%&tAkD_ z=f`@$@di}#%wVUQ$;^r7B`erQGu!m0`!O`Rk+JMg*v(T|_S1N?-Pr8b_|5mx>4|7% zbu91KR2K{i6=BD&F8GoMk>;Ub_A~P*Tgk%CBx+pAexu*Bj(jfjVGonHU&hSBDdO98 z!Ov)wcGvuxtlBy-?|+Q7&YMr7KXS z5Z|w0j&Lr%dmkS10p`)(Wgp>g)YYw_j%*}VM4hNFsLt$SerRm44=Mb~OZOU42mW$= zBxi|jjBSfOPi^so)Qv2rhUF7{qjJq}(%J>571c&>Q^hjf?Zf{5Q`w8}3HKB-e;)eG z$7|HX-c$&!A-_AEEb$_u&daRdEe%I{K-Z~6ce}AMOR%255!L+69LF@Gx(C=bPiOA5 zLB3ZL)lGoL7nw&{f-e~ge{aWs-vh6Qu}X9}@ycC{Q@(;<>&c6s;>wfw=on}5TxGrP zDk7`fh)Q3CQ*N+;dC~i+^4aO#PUXZ@tZRR2*%QnOG{=KCL&`fahxw)3GyDO&N4*;v z&5Fkfk>OPB&!djIT=-UZlrtgJAlOCCKrwGXVgR+i*Tqxf$Jp89^*HB)Q>RvinfQbL zU1;zS?D%-*pT<$Sx`s-^m)NOr8us93qJv}LUp(|Ab(Y8cU;UkaNo>ip*w+voJAi&& z#`Pk2sR^)nN!B>tm40!THc?iIlV{*t|c+!+sygz=d7t4kpD5vr<02z zx6uJUwZ_66!`I(SrP35ESZVifY;QSgrY2FR)6uEu_l8YkqGq*BE%KUVGUshb~~IJ$Q^}=f(CG^Qc-dnspO8@62H9R zf5MKOGr6V|_ibb~^(iNvUCw`|elzOU2v_FpqMxXS?B(`nP4Pmq9CyLjGSq;n`YWFu z|4Vrxyk!+?Va9kRh=6)<0@QaHY$%7P@y;$Z`zt@>KAGh%6rQb>4{(BdGQq14g0L# zZI*Z@u^JdMy|M7&LH6&g!~FVA_?pHX&vL5$_fk=mAX1nH9p7`#Ie)YF#6GP0AtI;= z%mMzyyzc^LPV=DOZbq-?nGL8;4l9>&%?^A_J>sL@#2sz$GQ)_ro+pkO&91VQ(V41v z`2%?Bx%l`Aj8#1Lr`=9P(u-tU#sEbHMgXlD4W1&V_o(x%!)RnX@%DYh`>o*O-}s(< z$>ER#FHG+kmuvwh5>JRp}Qk~;bF;D?()|&d9r}1EW;qFJ|1D@vdtBl&7W6o$G zBc91n=M!k~C1b`_$ijETY^R9)i(s4g;}Lt}-A@uhHFO(;x9WFtc>InhYE14bAG=vE zn2EhCPIR!46FsL;d$)xO-fHO6Gid32#&IXm^{Gf{2}Tk3BZsPV%VacP5_xREBLO9L zl5IIp9$+N){Wzng&RCG6tdseMD$|mz{uzXh)kDK}uu`iTJ18GQx@WzRecX^H%HhZB>CeJ*3W9>Tgl%FONpc6_=( zR=W+=3Vn#cW)Y=^sXT8?y-HuKVOdrYEOMq2tJXtCmoSpP4Z9fNYkon0US~%7X+~%5 zXuCVnRRd}b8Z)1m%hOCT)Q`6zmWN1A;>AwyjFSp6 z#(6Mg`<7h)`A&N4!pKdp)&J zi?OGzs5@BCK9TkPSG^%b_$l7G#07S3yn$-(q29+-q*XzJwzB)nt7J9O;L3Q$8GRUG z{Dl@)r^31xYg!(`-oC-AiH}$t(AK?%8lUf(o6x>9*D`kb5y{CQbM!FdcJ@Q0(sw{P$S?}o-V!!}mL!aav?^_-53N4}??-@|8Y=cI|}SXT`3&FMYjp|8;FTr{f*HeI_ZaTYh!AH}=5JSO4U|G>UwlJy$I z=y6$6D)um9t$`JvM0_)e>bs|$8}O?&keV`Nb$eq0)*}P=W0Ri7L$sphdc@x&nV&hu zt}fk>5#Z)SKwc3N&Q~e(P&&Y%aO&Yk1s^FTaOa z_(ev*uVCk2qqmOKHf_P)eU8UJLv`C1Xz~K`S!W#sE^)>7WexVkDf`Wo^Cxx{gA5m!`WO!^Z(=vR6h z$#WRG`38QlKl+_YjJXYt>am?#=?U=nE%p!#Vab|<{}))Po^Wz2vXqV_O{K2+5EYLx zD!XdqpNnx`N4mRxv)E!jttSBFQ0QUrqhu3(#-~ee`C>`Maqtoa{f1{I0|z{Ykzng{)>% zW@PRsUp|EhVLKlAck-xJ;cPo(L_GTiyZQ$jltuQYB-Ozs*uB3bQd^E0eC3}0fhPN@ zOFM|2eTitR32?Nh(x?sD1YD{1i{k3)L#mhBmF{`Cq6J zLE^R{ZG)lz4M_1B#+UQZr^@Whf7(AymgNw8j%`4Lzawio3v2%)|F00&w?p!tW2`g* z*_cCIa+28kR^ouJ%ufs?j(iRpuL8>i5#9}qCM!dWIIyH~GVW%)$x8gmMD%MKn%bVI zZ!OuM5sX4>5y2mT-pAO#eJ8!WOZD3*#uM{_Aj_|cG!MXX%*D=KVI=$zBY@9nZ59e$O}^+~uZ zjDKg2>~C_Ghk$MdxmQ&NZzI}Wix2sd5z9m#oyg2~!)7-p!r4d6l|yEJ92T(-wLAGl zL8n;PaF8+7Mx^jXJnSx_R2QFn9ae5G_VOzG=(i_2e-#=mMA!1k-rfX1tKeB5;CUPI ziH9VfWmVH})IJ@1%lY0qYQ6XXlQ2)DVB2tPb4^A8tg; zK43KP2NK_iJkD79KacHc4#j&DV?2npdmRmXhjlfxu&T|l>ov&2o`DAo;doDGGb&PD zyBR7@#)A#SW?m0oWsrP_UFVOWVL5PqC-RohGY|V-n)qCq_9yXf>#(mYiGj12Z>XE} zRHKOOUZ?VMJ+ahz^6oyCCmO0wzhOMf_4HmH`<_p}W;>d>nOLv`^lwZqWjFHoRuig@1SfzJHEX6+x$~!};38 zculabid$-9@6MtTd(q6T5+19Ns@3SgSB!}kksbemUKgWx zuT%B<7W0?mh!BTzS1)Q|??&3XqH}fetL2Ghi{S%eSY27!X~bQh<5%TbpG6Yif-^7j zZVF?eSI7xX;xV4+dNtL&M;U#eqgq<0S=1#0?}H@wgBOE=tOI@ZB)|P1^m_pPjluW! z2LjF3WuS9qnJGzyiXn1Qhw)!J1^fxdJOdbcJ;l41!FdpI!!tzD^Lc!tT1LFhQZnnQ z)MWRfz1sBEo}AVgv~MZn`{Q7}65Df>xZ*NacO?}0f;eL$cDO5+rYR$k1l4liF?ySd zFTa^6u|6x*x>JvMC$Up~q^}JB2b0Ag$72+|en{M~n+(CpDXY@ z)37MdL6HX-H+IFVWFf0z?n|ftqiD_iWSsX6t!^X^q^^xQvN7=XRXDndZ+^h49|YTr zjH?vU#i%hUN;FuD$oeMe-iR1bGqJVtm2LUdf~wr6LJ1t1-@N&AaAgBcnu; zA@07G+(VhrKjc`B;?Gyp_xJE|1J+A9lyBhp*F3fpQC`HJ|4sz3jO+4|s!~|jYG6^G zXLZ^sPs`8eJ5;lCGIE$oLAA@190F3`ZSsTN0J@VnSWpN-G^w^ z`^f!U@Mi^HMf5)l6qliygS=lt@^X=U4^QPo%PT;Y1&3;pm1;~6C6hcj4zF@)zdagO zm<(ZI@&qAp|Cc;X9e$|;CTGY`NuF}4!%v~*LW~g3f@L1_s8!I%meBTEyuzL6=r!=T zM3Sl@=zR-1+XR^}nQXZ_uv`VsgK$cG+yvB{;oTmhwd1`04*&iE;(xFYCwZpRUPq*+ zB2bkApKGu~RgxYc7fW&qEaP0C0In_Ey@u9~qj8!mO=s+KiQmc+8#h4$ujjt2d`dyW ziUF66ZgPSD467S1arYkRc7{I7fU~SjCa_+ntxRO7Dj1ap>x1O~SWpi(qE9Z@{{hcW zL3Ppn5-pvht|oICHAI@+xU7pl-wWhB2ERwx8aso23&+<6&Tk0Ik1 zd2S{mTtnOEpp+`nV#!`o(BufztqwNVK#gl@Te{N~F5bX*ZLlxbBS|HamRY-ZRHUE6 zP~sfpt21!#EIJZm#`O>qbqM)61_yq^Ml3>tKW9WZ4;mbXKgY>Zoa4R2d|d{bqw}*k zb(Hp-A(;=t?K|OUYcObw9@PT38-Pl11=t&tu^jsJ;71k@Hg8VS_9%Fr;=671d4gVI z^s*O7e!z?Tj7R^I5z{HY+sSYL0&zZ)P=z*Y2C6BYT?64|N(epQmZ zN`;>vBZ?e{;8tnm{|fM3VKgaTrekCB_%#H*!rT)=mSiu>@u-9a z%Vre|o4)bBC03y}GLV3#lC=`>!Q-r(E6D%fjJ*@|B0PoL(Inod=_wC-i{_{JH3lUA zg4HG9l5A(fKSfX{!1)ZUBIv9p-BnkJPlbX3LFmoM&V_Q zw$8)%OS~5iF45XK_>%?wbe305=-L7fUPnt6;7doS-3*zo3-(ocq|Yxd4%szLF=n%Qx?C9+LypoawBUU0YVRpR*s(P@{opA zK*s7|J*y&p4U*A7U1Xsul2{G;%W|fHZx}2UvC7k&L*D-8^$0xuhyIT7UVW-p4>&G! z)hV8N$)01-y)Za=z@l%o1~JAbA8NOpoW` z!Bu#m2r!Fxm+9H0M6z6r9_vAe()3sbj*8dSl6G9@;VDNaElWvia{!$sAE{tZ0yb%n z&m}QFg&d!y<zPTul!Z5GNz6U^EeQmf{30zm22SVc>llwyJX9Nc9xEm;AEvMKK#&KvvZ9yy6z9ME zRyzHOdg65^Pid9L94Y)S0|mC|4CEjWdC*&} z>mU%6;h9GP$nqV(|3?(7Tfa@9& zXx+Rb6M0X;A$gVOEebTUH{wV%sr`AhE_-(f36n+fphpa@WOIe|UTx@^K?@n+nn8mH{YZYm#Shk<`9Nwc|Fai<9vSs8IV7@$`!JE9^Z&c z^2D;H<=~~xt*wMymxlu7khn5@l1HtSv^IsfP8O#)Fp0vl%+Vz5ioC@23$!j?>a=Wm zY*|)ma{$%l`4uzio;-RNwFRSQd7?lf35vlB*-ZHn4~}FcVUVpW1fLyxkI=hxz9f_` z!nYBgsZdRNAnGZmlg@ecDDRaGe0~yR>4!8?Jo%S?)TizWc&}fit@6x@;bm>}@qdzR z`59rY^TN}4Dq_i`?-+a+1r%@PBsEDfP)@S71Q3V=N6|rDbD2K1CuI(N@OTx!WuIeE zOc84?JV=51!X*v-Bv(b@xaQb()^SO=T!db2e4*aclDy9Y1KA1Tn9ozMdB~UaESo+> z8TBLxMVB!6q=32Xnj&fWDfwmTp8U1wqu(VT%DH6FzhpzUTv`<7HJz&!*`?saWtrv8 zMXM|*F3A!Hr9Yyoew92(ue10h`Y9fftx>di3D^X)J}VB7@RUv~3dl*q81S1S73s8E zlvmP;5$Q>6)PEj*E4$$G6fHd9l=R3Znl~}JXw;IAE-TL`jc2h1*NGnDt7IpDB5Ebh zYg&@7VW8I4l7ui<$s>twC6e^gwff883S~xQlTwJMWYsRywscx;1>hg%lcY_bbZt6R z3Mb)^+^5rnB9p?jE-$C(Fw8gl%Y{BENQyWl`y`!}4GJfzBt4St&!c7aCvPVS&*mGA zN)=0}%}c>AseoGUtYfLA&yUmN0XWtQYIZJZ-oOP-?eTCl`vLo^g$HO5N-g=i>EQzWgK z;-a)9n*QD~DVmM)}NL#ih0Zr7FAdsHPdx$ckjln6cQh&Nm zkmU0!A8a&{CCK47aaB>9s3Xajb(IektxQgYa|~L@a=J*Ru!!=iC|3{pj!;swgh3{s z3xSWUqclvPBj6<~7Xt>xSQ=ZYPmSa?7L=5-uqOGfv@H#MC6SWyF!-o_-IJQ6wJ?$8 zl7*4o7F-rF-UNlwHiFv%1Sk}%mtc^z3-@mE@Ec*&B; z-QgEA?b{ zS)NFE2@lye;U5LZOnQ^8mDcNS@mQ3%Kk0_7qwdkDKvqHTB_WE|6G({evyq-;OxFve zT>95YAV2w?ELmPs0^~o9gOVc2xh#+5MP5cD7eS!0j5zB9n?^Kxu*D)Ri2l+WL8JIV zpG94b(Iw}S3-zfHh$t;d5I;mQ^qNu1OO%i8BC*dcKm@G?{ z%pZtj(q2(b@T%7U7<7l(BY%C55mNe)Z#n8gkGFZ}YeItC82WLffQUcVj ztbsgsfnPOE)0MhbV+`?5xQly=J{8>xHfgcAZvIWUm_EvT$%YDJX__QXv4hE=Fcb`; zh#+y%QduJPCWsXUNov)%UgfPMIr?4pPH^a9k)QaiETTnuqCg%Ll|_?Y2{LP&OOp4? z2TP~)NfM~1tcgC!x|&}WwPmZMbJ7}X$#O%&U3bfls~t&~#v8I%l3vM^^vZm?{+kb% zM-f-$JHA(0d$&}2?Vi&{`qK?M$ zqKN(qXsljEUtu9yn{_fdll>OszY^1iZb z`kYD2@-@O$F{|u^B5g^Sq*zgmpcaObVnq=8BrL_^%!;CXvNZzq0X)f-O>zw-YU7Lo6DW6*Wn= z=ufeNB5!$4QAmDEmfHNJSyV~8cq7~j9u~D&x#0mykTX_R{Eb&qgL2qLn#V0n_Fi3@!WU?TJQct3hcp)B{yy)8kt0qW9 z-vZe*O*c=YJ0uU{n%)ar%jXGOqk}L|tI8>e$KsZ*w{L}+_@M8_bLo_LtZPJHvx1T) z*-SyNxJUd_{2`q56nAu|@Hb1RPoj}zLKGA&^^J60woAVW2Pdgr(mh#3j(f?#Sv(D}<-yNe`1Bi}Ixxk~qs*=o(=noE0(X*8&|Ahb=0T z=BS_lX`X1M9z-qiPO+4zY<#kOfj;Y3wNe0|thn^tY>>r4qLr+HXe>-cceP{`6*l(H zWY2t;S`fblg}j(P$r=e3(+l$$rq$|QHcGLrz7gE!ZFGnAR}i&|5|Uy-?Wk2zPQ1~dc?k8Q z?{%FdNgAs6x>DL984@m%9?@C2Nw@W19FW8rw?rkAFlm|TLIFJT)~2Q6h#-}Xl2jYK zg4pyx7^ywMBu{Hmvsnw>D{E|g5j=*y;4QGHMnTbCp4EJqq)(&z-mZZ#Wl61 z-ovCQC1AR?MaAG}mC>Me?FCo2Vm?C@B&asZdCClKoO!ibrhhX0%aMDBP@N z^{Tj0^KY69u(71SIjU`w=hpa2_Dz~3I;st|WcZntP(*Jd4#QqvN!HI~QMd>X zlT-1*deOboK~Y}WLW_}vmBnC+*UZ}}7B?Q4l#AAqRQ;-GQyj`CwN|ur8f0mxe(bDaaq>C0At-Nnu^An2~uP#>6Wxhmj$7s z1z8rWWz%=MTkYuzQBqe)zU2iC3UN&^OKuC~LHrOlx>NSb@@SF>`6_YA^xR}zGO5w8 zC?(pOd~yl+C@R)}NwdbAqPj)~!r8ox;b{^eyv03@wgi*pS)T=|vI1&FF;*&cGs%+` z)m(rmC}>3kSwcyzaFw*ENA)J!>k5r$gq6v#aFcg8d#Q1kBwTW5f08UgA_`ibLR1u` zbidJ6HcpyYprxk0Hansmf#pT?t?@&0CmGi#@!Y(w=qRX#t@@BwDL){5b)BdvSr#n!Ucy$~m#tQA z-#n-8HwZLyt>4Vns8!KGZCXZ5(rRABtfB5S&62E{&5-7p?H4V~h8wr_t#~O|MF;h& z7WFDR=|212WLSDGt7y5r0)0~KY4WY##9z@xTrkNH-s)L+)9nBMCg~R5rU8OP*$YXP z{G7g3X4fpH?lBK3`bdYRl_oiY+@b?%wy0*d(r~uV)~~J?&6Sn2tgL9K%#mTIYXy&9 zEhdqLP@C4j*=kWnQebhGzsfWc*dkquvZ3(@jxD7>oYmrda~Pug~U@ zg`K_;HlnBAi3i4Q-CHn=s@PS~OCNQYsz&4&1%V*e=v8tjJ{wem#{7o9F{!lsOS`?0gPOu7R z%fShMwQN@0q)Ye9%G#ac)cwv#lKrU# zqpf7b@_VMkk|E=YV9`6fPTvb78}AwiWq-vVwX8T)*Xnn}La&0;Fp;#X4e?T#iu%Gq zF^BHASyNHev`X(Zb~hU%P8r04#%Qc@jM@+s;-D~8pY|&K6-GABkae=}b-nsExQ&O# z7qjB#%k;g;fc0;hB$*cPO@b9YnhxuoxF!76viN5+b(VRu*i1bNZ~JeVWVNe5%O-1{ zPN*&E$|2CHT9d? z)D>oL%o@w`6lknrE(tW;Ec-A2C_KagNsOo>ei=Q4rD0{Q8;;_Y%?k*2;cq@ykQY!# zEr?J0Y#h)#$-7}@*O|7eS6NnJED074`qMRrwRFy?tnW>pOyXt3L`y;WKMx>y#9_5B zeby&oV)3wW6&3UPqZ;Dv*=&`OYNGx zi}TitNu#dTFUA2n0&2mh|ANeVR=ZlMN&00i8(%~P{UTmUb9JBj1EYaSpL9wPiDLRjk-Wu1!a{xPPk4%_mUq{G z@mMYD3dy|5zOFHP>vvtDUv$6exvsZA$)NBt3JOM1-r(0e!Dv@VFZI3nXWB0;EJ9K* zW;sj}3T%SWSNBNHtVdm;KlNnT2ts`)IK)r$5Td?588y_WK`BVZBaIfsX?+%yqOL(| zpUpd2Y^6KJTZ<}<)568%Qxq2@reCIEMscIJU0D#JS(dEeUbSo(73iikQg=(njKfAj z!LL8V#Q1Cys`sLS;xJLdxF^44(rsKeX;NDTZGo>)zxq>O=JiBt(a5-G(jl7I6{efQ zNjhL!E_pLdbeCY1yr_5Mig8t+b(cL%2F%|S$d{l~?*^l&AiXMR)8c=9mMrK_L8Nhx zFjSmjGEu;BQ9|*OVinOyG9s$jQ{SjRQCc_&ZsBd(B54(m%-F8JL3aCB=OSkR;42zi)sbG=z7uCuD4g=X7Zt{ z1ckm4?&6R#vgRR$t)SPnW>G{z^)FgkoNN*#e(TS;ZJMNBg{@(%R>WoLnWD}A;UU7+7yDgWfwv4)F<1}+4UJ72(N|L8*#9MtU{KWx% zTMz@7Tv^LTU(w%M72iZVqqJr_Y$i%`J;Fq^&=^pVNh)j%ZnCZ4L>p1A0C(ens0RxF zPX$3Du1N0xr_thif!@ecaSKO!GC~ zRQsa69)eD|$QlSQ)tt(*X;qSVAr7f8(a*3E1ZGc^kyb2Pzz;!da%b0?_NWJOK);C_ zW)F>e;;dn3oH9Qt=me2yqr1cv^=+0;7DDY8?&rI5a>T3xGGq(vItMws_7Yb)54 zy_QW7uT6_}X90&rJ>}BWzfn<5Y_FI;wICif^3DZktPZb(XgOh!G4O7F2QY$2XAN#c*<2Ljv}ebK>J$X}BzV@c>#dj#YJcc+vn{JJnU$ zt4Cvoo?5rYRo0Dz#Vc0cl3N{S&~QQ0+RmAaUYUzuKL2M;{NO3fk_0iC&I0V}FEmvQ z6@qVkRw>NWR$kyAZ>nB)LxI(GPUy2Tc0*=%70LGT0Hd=ef9;p|)~QkD1s{y~6>lEZ zd)4CgQaoTGU07;$*~VLOqsw}icR!4%9Wk#JIMnO(&KdlUJ077}?J|pJ)k<;oOmxh< zujcjlO`;SlXf)$)Oc19$B-1GAqUI8r8@xSg)Ho=Lb!*nktJS>vZSMwDPuf54SF?3+ z@yDE(f#qeDOcZrlycONPgQOntPz34+s&%Y<42OQa3^(_EIwl6#?;X88Q!dhNh^vrg*tt=F;EC67DXH$z?>obNj` z7A^8=#t(>#gqdO&Kb@ge2GQ~PKTE{4U3Jb?GJX|-I#+(v8=tel9h=I$>KXnR=Wlh( zsi^D|t@wqFFf9LgOHO&!b7Pq5J=<(!u{-|pwR45aP(IP-6v=j3kVKa5?8etL_70bb zuuSC1^yAF6+CgIR4UJ;oc^-Ns?{t}D>+OJYRjWF{Dp67ClFmXkpjt~Wn{+D3g*_k2 zsj;w%LKlnq!&~`T-=W#B`Es0nowBM$H+`=|aHCg)bYXxWxfZkIV_i4i(cI_hp7F&F z7aRG)bG_3D-gPFzA3DWNq|8Dt)~O)w?4XB@=GxPF6H>99472ppr4n@tg%VrXon^hR zUIyYw`J|RW82kFmJGI5mvd-SHgAS{UWl^mXck191PeLNQ?c^oNiH^lUJX-9wye{g6J59b23R3@3>Rs!+}-ZSHo7v&WO86Uj`5DGwXK1tu;8ouc`t~ zRM_`ptM#VKU%Qmx8%tFqc|bMv0%7?iJ}HH}bW2jQ;pbG&QxpS3UNpJ@N8WvAG+?BDhgA9J82QujuW47uoolA}9 zV;m!yKVvhl#XV?4!j7;i>Q+qtyow=Yu-It6@XOVReb&enBg;<=eJ2;P!z4SBg_YSE ze><<_4J=4h$78f{tF3K4sq{4u5z%Iy(awz+4I8#$JdOA8zsdrYBqoIkt79OIkcH}4 F{sTZ5Jxc%p literal 0 HcmV?d00001 diff --git a/funasr/runtime/triton_gpu/client/test_wavs/mid.wav b/funasr/runtime/triton_gpu/client/test_wavs/mid.wav new file mode 100644 index 0000000000000000000000000000000000000000..45a4259db8c452b4db088ad1b0b03dd9a1092179 GIT binary patch literal 159788 zcma&N3!IHr7eBuDb35nE%$fTzV_efqS4ENv-B8h8Dk&klBGHwKgs3D`x(bmZ5fK%Y z2+>6mQ7&Wd_n9+uF3)A}-};{Yp8t&ZeSe?d-+X4ydG@oPz1LoQt?&A-wI8=!+rR(m z<282s6}R=fZ|r03(-~u&ex~-JFV8Zjv2-?S#A72E^}#;uG!vdlni0mw4`f^}!g;$H5i)slSOQ@tJrU zpNa3y+g0D@cM>hl+nUeSyj}HGvZy|gAkiDkNQ~Ard!p^XSMa}D@ce)45~C$%X)Z(a zS=2n})ifjeCZtj$oH|P4s`(TDty7GW=!x%%8PrqFpH+8N--N`8`7uVKZ{l9_HuY@N z-$dW07JN&L(KN!T_Y+tD`E=r1eKyIY##Eyw`Xt6^zUst$&Gm5VKH+KAOZ92~SIM0i zBcZ?MVub_i;!dLXsjEzk zn)pn}lekWNDwz^ji8Uw2Y--0hjM03Jr`}aP{xRsVDIFe_1F-K6Otanfj;hC9d$qWEt`px9BcoM4*>t~Y zPV{d2rzB7#DLI-yqn>J#Pd%r`KXr`6)v0}(#%lVO=-IT|rk4Nymaxet`4b~G&7^!n zwWGD^&VP@Wc>2HZG;c}tN_;lmOW=Od1X z)G-oQY6Xz(R6XOqlJ~#uzUf|Kl>gUfVixpM@+9^aElql9`j(Jdeg5Z)PhDT)spg+} zPF*)&*Z*22BuMnerTuBhg#+O8iCd<}xPQ|MRo?)6KuDeu%#1b zb|oXO5bb;~`b=CU#z~COe8%QuK~D9Il1k;*XvMYGOjg`M8+zln zX%!-Vh5KrEn&#A)PHjSZ|Nd3?z4!2&KUEvxd8`M+#cW;AwyEF>s6ZDMIgow95 z6G|6STJ()NkxU-lgB}D)52-DhBTDVD|F2chSd3cLxH|K(Bo?4wAFafoC;jnnoMEhn z_!>C1`)D*bE(2DAT8N-=ZJHA!Kn|s$D7E5QK{M9V^HuaWB*Qc#`g-vntVivP9@idp zX3+YfZ-<_=;&NaGf}TVR^l8%kQThfgpg(k$#8OChwCQwL=?+@-YTfKO+R5;TO)loQa^`& zY`Tt8D|X1Coz!S1GcF6p#uX0qUJJ{;fk5VgQUu~yuH6c`s)zF}?2G%i+&wfSf#l4&oJ zsHaY|DZg`R7Ceucc-(eSal@Rr=5dRKpWq&kYcD{5VUsRNh&IfPy@jV@jmjRJ_zq#+ zJT5CV6qYr#uc7$f!iE^xuiAS?lEI#^8hkfs-T>W)b^A!>RBFMhT$(S5)}riN%4GT; zBrm}oo3w&8!$NUw(g>OKq>qK^o<*bi=?8N{PV5Y93%(X6T_n>u4(YQYE;r^+iE9b= z7>=(C8id!HG(v5Bk3AX{8VZoM;OELOfH=Sv$OzlkV4DHzok`ljegPl+q&Hv#`e60& zQQ%paWT+wy!dsK6KM(^p2~>*FT2pBK$+W{*do|4#rTwzwR-jR9B|TY3J)yY(jpkCX z2uTD9AU%3RLihkI54e_0KR{L3i9>n|kUp^HAjt{M0ulTyBmR>@ef=~lY*-^%GUC0k z1DF%iVZSxnTkLmZd=~5zq8+RqUI%Pf2mrrxs25~{Bv?PRS5IrGr#rw>{8RW`OFcvJ z5rJ}cyiWu5Q`%Sit2`Y@YLcWWv?_Qib|!^o(axvQ%7V1oOlm_E3DS>6-_qz8C<}A| zvI0qb^b}SCD^h!AkeszNA2b{zxpdlHSV?Uhfu+o#5q+eKD77R!QpFdSJe@R=O}{`Jv;eDM57;MoZ*p8B>`@~<137?*sqsE8 zt)@1<&xp7QTZUy~bQK*CTcHW~Ek>xLU&S`CtJr;T4eT$Zgj_%w*e4 z(3n8dVp%53X~obS_6ql4>&o(g5#Tr2QFt0=^U;pLCc^Qbs`xkbg3UCNyznuDY&?V7 ze59oajjqtqM^a=^KgDTmk_%R9u^ig>RGJ%@0F2Ly`vzD5=4p&;9ePcrXQ6#~8Zat} zqyZ|y3*iZ{4a5w11g8~-$>CsPXG70IRF<1dS1n3X60+t{~L`l|~_n?rKqTL#5VU`!54XT~)NEy5FpOeHH#r4?i{=m%Z^pHSSV zn6v=AgoeN&u)F1S?NTfD8$N)U5#u9qS%6`PT|f$G9iD5`U+gEe)H1G_jJQ<+&HN+- ztN>ODJFw_J5I>7yRK)lSS{-NgGzJhK`&dNdm($%E+F$sCib59IH}D>|hhE^*4(SB; zgYh$IPDE)S4LETYwWP=IfElIHk4{ozw+y<@Ai1$K@C2KX8;FA32{;Unj+h31fPI6F z>+}q)4?6>kNcy)WBOib-Rg$(m>g5pDYYYgAh!0uoN#+_FAr#ji_zM_hJ$+&gm;>w; zYsa3MBxg415$k|orqH}Ow3c+zY#Paq)q){{^MH?mwL-VxwD3s9)$8aRc((F&YNRW~ zSNJN>3G#v4;bht$wOfN!E-l=eySKX6a58CX8BEQ!!Ojdl<=2X2Jj1?vDy0#n3u zKoFJT!Dg^}?4qFWVB4^Gcr6$O7@I>jmP8`}%XP8|SRwQeo}gF@qADUB@C&-nj9WT5 z5wP2%C$NXWYp_m(bPq`oRS?hWXf)U<)`~Sj0^lZgERomfq+i8-fns2ElJ3J2Jeto> zJ`N;SOx2(Wf_3?+1rnvicLm6dT}h=muqVJ-#4Pm1id9~Ys0L1g*bt#OR6|#gL~(4z zIe`8^PDp~0fa{PN7NR&BFteVn;OXEkkO)5P$ilcTu-D2$U@M$-%1KT<1sTB(R21@& z*TBT~bLpjk)hz>1+9|3Q{ z??SY{;OOA&SUsf2bMP~)1D*yA+P51U$QuvP<*8g2`3qPpJO$4vjl!Pc z^{^*+8?KQvftkZ!Nz6DRfi+{rz!+rCL6R6U06!~ec2!YPzJh0<-U3{N{XoOuw%B{HV|XZdovP!g`T*(?h-Q!yj0fn9 zaq$=blvTi^RrFW>gjJ~e2e=330%KJ5I;>t*D#74^R#-1k5Gz&{Qdk-=5%nK1ZA1)Y z^_ApVwS*^Sr0pu=LX|Xc9ks!;6ibBOz+c-^6`~c(XYE)U`reVXr#KB32(Ajmf*qi; z2^&HdSRemU^#%AO)&UGtSx+^^17sy3k{#X%uLr9%$r8Y+4bos+ny+;{lScHl;#x(1 z)q++9{*xTfE7GYQQ2}0vJQ^4mrg>0f1tx>n!D?VnU?2@71@bKHcXeC>WCjYi;bS3c zg~g+epz6aBS`A`)C5@-*Eno-W>?+3xX8FhxP(=Zz`-z>V#`U7dV;^`}`oFb~o~S2! zG$yi^HT*jE`T1F^Cz65QtkzaW8~)CXEX3Q5*~&1}jF^sQ3x6I!f0- zPh<#<^b0${%&7dpQh*(ZJK#ys5@JJ;WK~w1MWZ7QxN)s0o``v%Wq2G`0QLiGQ`KU{ zUJ*-S7s#w&?T9~MpDHhfrK|c7&>WH8JRhI1U3e)XBlaHF4z8UW_btR}M%O9S z3s|jkHuy6<2DXO^7Ay@G0Q7{Hp+12aRvpKT2D%?3*&r`sB0LfC1^R|`@M_2lABHx; zKp{^m$&kZNqfg)q*f{VG)`#jAa@J&8JEAc1`&yc)>suS2wCdq-gg?t(72UkF}0q4TCl1O16SU2)3?37}pHDt?( z&fp=K9eaf_U}Y&}Rj@|P0v&_lsHQ|60HN(y%ztT6%|m}7<7y53-K9z0Wk{^9NY>~6l()A0T;lX!A=^< z(oydyBAtUHDApLHXMl-_V#pp)tpfK^tA^*s2zlVoz#^<2I|B}Zh>s@`kHFl)R$*s~ zhk=P;j}fE5t{@w1MP=B?r{GzTQ+W$k1UV7!fl6S>&?q#9n4L_T&mb!YGsI5@NeTuC z-318uRFx2s61$5zRpx=e7!4c>SsnaU<+ru*(ZMbd(}B_OJ=8+6Z`du=pHQtuHAQ7i zXoIC8RzmNvLih;A#Vi_O8hjN0@Ey?~wMy8($|9gA=nl4KQV&=$I01MO_7xlpR)A~< z+#hihh@+~az(IJE8`n2*1GB->stCV;-@qzFI+b55}iVp4+0fifR~84j2y{fhXg>I+aoN5X4oi9QNu^6b2$HyTmyXI0`He z`vUo4Nst#9f?ZZzSD`5+gcayi{NWJy;d|8CC|gP2|PUCTtV_ZIS*`NZZgeO-cW7s)qUytPvG@ zAPi(zdy6^{*sSskFhp2jIKKDb1WmdtWIPY#L1hOSq_R`xRq$A>9X6^w5VB&&fr6;_VJ28NA|p;< zV1udxir9yp2YR3?jlS3=a9lMiI7k&e1MCDosx^bh0~zsy9R^0BngVX3d;mzVVkn-$ zm{=ip1c=!x&JQxEPey#F8{+XAn2OU2U@v4yWQ)K!m6yXtYDmlAM2H!TPBOqhfnKOj zf-_--zy)Xoc|58}urgQ^Yzv+V?uIpj#i%+7__MMs-~sFpI#pw!npjLDgR1}sgR}~p zt}qIE!7hME$UTwEn=~7;3e=`hABoVjzyw4GbuNK^KnJuVqTwI(1YCig!j};{BD5m- zJ8TR(1WKVsgUkjPg=!c)Dv7)!i~OTC*%I;<*b*c`ML0R`If&D!fx;#f{=%mrhhmh7 z^;J}J2HOFv#{Oa+cr9iHp5wG4Q5jSb0UE+6kX_a2z-dqm#4mOd3<0{xA`X;C@*z9P zBq?#O02$$rilKnR0i6)TzzOk-9rS2D&@^xql8`!RZ{bt$1V{C)CCDytiiGH)@(dt0 z&UxIi8di^-4G0DH zh3E-8!unAeg&tLX7qxXDAP@?k3+1Xc!4VUtAyeNa^dGf~kD z77aWDe^zxaj1R9wtU%_0Dkv%_h}VjR!poD$qEM|seFQZipb;#(lJ>cpzN5AQj8fe$z1uKPbp#oDx7=ZIMU>{DzZEAy^BP)UJ!Ddhw z!N~AP#6*<~z$RezKzn4AzzLPD!jBOlB_S4KGOE~$7lCbqaj3I$bwZ9<0c1nX20MX@ zA5a{ghDZRr1iM4!0&?2)SxvS5e+W60@1XVuZ>}UMVaKR>q9TFXFC+mXsEQyojJyea z0KdpLf^j{g){Hm_55q1%YFN9%VMGqB0bB}Mg39@UZO{s|2AL{JmlgB_zXCTwY=bSJ zl7+V(6l+7QK=y?w14fGsUA;jD&xdW|bPI2@AP+!=Mb(B;CB$hr&WynjVWE%_y96u& zCIK<9FVG@*x~gA7tE#$W~ z{DZdxhgD@6s{)5Xw1vIH!eOJ;aXVGK1(uNDK*-zEXhxtnFb(GiumZeM0!u^G!t9M? zv)FUwwipxd(qMh?PvkG?g{%eW2Cs%U11S)btoRJDuS}YamK%RgWp}EQuc8l-25Uw% zMs$ZYs2V-qq60=DOT+GhQG(F}|A2kqgNT&igFsoFal`i@Jz_DU04xa10O$ZO!alTS zomdC5?)G#K*a2*ShJk?9BsaVj5eRh$XcKuUvPW>Ick ztO0KsfD5S=gEt}u!A5gP3fMEy48Ems0#O@?iYl4117I(#5?-MqKfDYP7)T6msw(#} zvS0W(Irtovc zy45OFZ3?w~*d4MDL?G}mL}o-Q*e0SRPE3@Y!TZ!%6ePz#yo-oP3?xLQ2^BXm-V&0% znC^jd0q=k?$nMlz7#IiGgSR5F>mFe$&UJAT4ogC=p=zMuBj5~RC13`qH-Q&JCd>)c z*6BS00(z$(IMqL4W4Q>x#hn$FysIOrrWJADzL^#+htS?a&!n-H= zBvmVF!|60?WXSH}i>NmMiNPWerPaB6EsX*D!z^H>*jLooQ5nG*GLW;34rN+ep~1(+Fo16!^o9$6$0(52l0MHYjgWW}S1Uv%0(S~c}7b>fUhm*0A{K#}+v8u9;Q%=Myuv+yN zTq*IxLU~Lcr)$*7P$34##m*{p1lNXzp-zOgz}JC%U<<%pAg($G2hJfsfF#INV3X*9 zSdFR%SODS++A#;TfT|$u3z|kY3`|#SR@Ipi0}w;h84dOZc{b)ie|3Hg&w{?8O?B#r z_p#JF*-B;G5tJ&@ImSky!ylVa-@I z&?gS{%o3(N=NB9nytsPv+Gj8iN1J`eU6 z2!r?Np$Sy@;lE%Xh;rB=tWs5%6mlR=03G2~$e?Oyb>M3_`&T=UQI(fKPp~dn3QhqL z|G;s8A!vhKs_u+<3WUM#fR}?wzz^^pZ~Y-hEF?=pv{Jbd_`Aw8Yp4|`fp}L@VFmUI zd9!*a2bD+IuR1%yI|0fjplN&qjv@a-He|%$$B1`8X+%v_gcRpjbynCMR@;*Fqs|d=It1N-L%^S4hsgC19T6wh z*(*>eL^}&!hMF>T27E^3Nuj?$<5u(yH7SK*ic!F~u@>Yhz;<{Jw2QSNQ&$;gSzLN# zoC-x@jfjA-1*}TtFxWG&QeYNl^3#lX`!%0FQGC14nS^HzOf&uEx`ux78d*w zyTC~knKTpLkW}2=B|U>bt85SqQk@LIt5i0navxNe!O6guQHjF25@IqC8dXL_FI4h? zU^q>K2cWKle|R$yxhM7n`66%{H4@}PSOXX{bb#CnZ+<`m;2Yu~{5d3##v>RQBWxRS z0vr`JCdi9w4`xC>gNhJp3hIC3psIiz2T>7N0wxOmf}1H@0?w-H1a=Z9Gd5`i$OWXu zdawsT1n3>QfNg>a0Ap)tZK%2;hr*l1uqgEoIlKxSUwJ?F81Wo)00mJ4#dzSQuv^TE z>Mkl6&@osYYztlj&BNjmo$-HO;AOB|SSBJD>=OH}q5&c!-T_8Fr%rBBYzx^j zw5;%5EQ3+s)$xN|5Wt>cosB;_>LV13(X>V zu^&KA*aCPmkO>t}FcZX2#4yAWND2MIOCck62)+zCVLPh22Ob37sk|5nfT}#uLNN&- zp<++a59->$F8ptrL=`qfttvl(M}wPThcOcDK-F~+GvKGVf*gY61OheCT+p;)8p#y1 zTgF$2It8*e)Ox^XV5eF1gJ=gk1p>fYQK?agh3EthhPSnFTCI2iEP@f*;eWQ^L=*T6 z=A>9W-oHkD2zv~BfbMh1#@f?Q;v60_sye&MLUC@R@<-SgVm(egpe0l~5S?MGKylnprlK)BhN;Z$2VkQVDs=O8GIVpgUEoq89D?@#NMNF z0=&j|RF1I1BFeN-pTs}Z{Sgf_X_XiUi~?`UsC)`Ii^?4^3^_|n(leq<9^J=|1Jz)Q zsQTmWIMnwrAJ7}sNbDro6Fe66!xr>hD;g^~{?1ztjf4L?rT%{%Dx&as*Z|lUG8t7R z!TAXo3A_P0o2tdDDmdf?VuHo0(y3zvs0A|L@-pQ5!10t zuoXmfoFc%B!A;eB?7(2K0ALSJvXQl6emo1-RY6)mLT4+;nz7zSS{158kf4IT18?4u zC1N?dfL$k7uuW_byPI^LC4ZFnu;DcK8mfv-Wbd*USRXcnEn;V~(d>ZyLw+K^mTTmE z*@}HF_tA)p z&Te22v2WSOY$H3wcCf`X!%OToY8}FQ(+JgM$M4ElY3$K7(-`@foJ2pXsO={jC4*Rg z4(m>K)|y?)`m*zA%p2Hnb}NnWD0_xhzJ=8?leg#H`5D}%89t!d>c0zVkql>&_miBU4>G%3!~LHGvi(!d*ZEuS zh-h}>@=*VV_rvM-uijtm0lnDl?{AlUe{fgo=czxYyc$TeF4oWC*RWK6zV;70$6eCU zt$IX7yNcb_1!02~Ta%KP1kXvy5A^qU4%ApZwXfY34Nq5Qmpok5y|k)&F#$#Iq(i~7 z)DKd}q>fMhKDAwHhveTZQ=8=e5f!mly$`fH-=^f%DcAZYJD=8Vt=?L-r)EfWjdp?m zo}`t@p9Fq4f<`BEo<2|>iw>y&uHw7m8;gG`UsTt}9&NNqIhOip>XDQWlTHgv4@3ge zKhT=5&tVsfdhwlhh40MdajC7-ZVgOyuBf@FVr1#z(rxu0%T>Nxl2@i)7#!&P#GGoC z>W__5O)heN9Q*JZBFyd%Ab z?~3S`RjtbG!Z%9p4IPk+ebE$=o|e`=DaHSt^#wm8dPeP46`vLDDd<{!ef6QpF72h% zv=&#i%*t7qzC3WQmgbFiUa&uk^|m{>3&j(9*Q70J_hvqx^+DG1jDi5SM^+XWcQ`qy zaAS=v7W)0EHJN1@Tax$t7Mt5yUDT<4pkjUDWyfzm>6ZJ#0li&DZL0yTTjiaZd6)lf z`JDY;^!(`2NT1j&=X9}v=-L|@59BOv@m|jC%-d47$=%gIoLqi<>9J15CmKG`)+Jq( z{!!Mvj7=$L2UeOBcYfgI7USB4^Pg{VJotm2?N&!_jTA>R zqsjJRccr|@+?t%4F*N&7_Cs0kq}BP$-M=a>InnWWixZV4Ux!PLJA$h+Uu$t)&Q<9< zlcm*Bc57TywY+ri$!%g-CgwZ z$$Ja>mW--v?+)@i*$Y~~-1^2AD}wjvEn@9LL+e`BPiX9IpCh{(odW~XTIY<9RB%DTu7Y6sfap(=@LB6yi5clTWTIF&nrDrIJ97M z$>a5xxQ_Ko=I*>ZTW!i-m9kq~7yUZ)Rp_V2Nc0NtC+%HdR!Zm0-7UJc{4(d3%okIZ zTD$or_A^zh3s0WhTIiNu)i79lBqby3v)p@fqv<{UW7t#CZneeb50^esyt;6D@sX)r24NcIoYs%2PLI=H*`$)THDFYn=9bbVNm< za81G1laEwn*xUWjXU@*m^4qi=lKPmr(|a-Os~%BuS>fChqmFkidb?(#v)OlL&hoYs z+6~UL(%#VrMsw?S)Gi85j6NhTGP?QCO-@a{A^qlzU(=_i6{M60p0{%O$c6(Y9~Ukv ze7NNMx(``t@_AV=0=YQHRfqo`Za+>_4~9xltM|JZHxKhxs=wgcPT z+HyzA&umKg<=Tn0FNb)nT+T4V{x6eX3@%K4CGCs!pVGfbb&}5Wbzr6S@09f@`LReZ z-CwsMQ!p%t*u>9_i_0<#n#E#(V@qd6+Tte|dVa~^DYRf{V#I|Q@*HCiy@mTxQWRXDt`TUEf> z=GU`-Xnj%p>Q=Ssw_Bs#{-L6>)+e_gtN(lZKR*|W>S@loNheyCw*RHWto)+%H?+eI zy($(JPcPY0xuo$fxyu?8oSxOE<)*yjt;XcuofQpU?jLSU^s;L+O6C=QTClYEme4(V z@677f+fKW?{g*kf`rErZ>n|(cR50pzo8!}ujz3Xd_F=pVMvDxSe_HKQK1=^2=i|Kl@<+GYm$N@LWRdHLn0f4yW1kmZRsBn}r#U*avh_{vMgH{}JGFHU z4^^C1_DIDAb!Wt`;vE8`)7Ipet@gKiDew855os?6E;CzcL%HR>QopQnNaenY5w$-% zZ~8Z6mgmmOKdZ%$feYOy>Vg&JMQ0UsIQdG^<;7#ld)8lQPuE3i*SwakpK19>a3re_ zb*MBduC89yaIF_JPo_*sw=*xuNz3V&Jv-}~jGe)~fj`Vi`bst;GP!0}_5GDv)uDzj zB@djRwl8Z>*3p#PjL+P&!>em#>4U{r6+c%vtSF_zs9$TZHUCH-(&F~)b5iG-f4dh) zrZlb%AC5lhUZB0;J15x>HzRu=ka{!wVZeQO}{ZRSYl}8$G zWp5;n%bJ+`P`Q!HH@Dj zx_UXTWA|}3xp&K%hL!SB*5bTpTHlcWUdufhpQiLnS`|2`&x=f}SzGo)!M!K5tIoB* zu&UG7v^YI`Yf@X57MWI?TfU>HSJAY>T?K6m2bCymEIc%wyn{tIo&THlm6BkRxLTmE^bUv#TmT-L6r;Ka6~-8I*^ z1y)h8ZAO>iWyU0@bK|Xbp~_{YpBJ|;nsD;QqLQ*VY7fUk#ZWNI`FEv$kX=c((~#dfZ%{j`ognM+;rmm(zy+u zSYzfT?N9p7>c%SUQPIN28|u5%uBm>ZVs`0*vOd-Q!khR@!C;I0yuK}dO|MTL>c7MH zuCLH{h5rvL)3ErTB7>FdwSnK$x@C^a*qpjGX_jxG^|f`T_DiF`I<0(TVZWlo72#0S zp326WZLHDSC!)?-Z7+@-YG`a29D264Q|-w5`o<&nQ11GkO?e@BK`<|PAf+t1ck)L` z8UD|WLwpLG#U~ldeS4D5PDx8X;&0>o&f4hfn6y6SpOl~Ug^g*|g=IsEXO*t4p5OSp zy}^r$U))clUO3erCv&y=`Y-wb8H#kS|GcJG?GK@&vF_{&V}|*lInDaY-!0fLb8t?l z7PGUyP0gjUVF$6({y6ri6Oi9&n@uZlZSd`k@3P$NH-m%O?UBLNiwf5qpIb1jq+iwP zp{}tXyew^=XbAIbD zTHcmk?q8*?a<7Z5Y51b?^VoH4ls_%~xtwQOo}D|Sidx%^ufz74)R%^~cL$k?haC0&XamG!S%YFox_N#~_b&nVBnyyauL zJ#&k5hNc^V?|G8bJ#u4YyPeKA_NxXEj9PVrdN$DEj@YH@skA; z%l@pL7#?BY<5h{l@@|u#ukpZSc3?;Na`Q>r<~! zdoaCY`t;zh{@zAD%M%x{?~MDB+NG^dFG}kbydp5wT5pWi53{Eu=U4w#{&De|lab<* z%A$II>>qEUyg|%!>zw<=D&~_D+{h7z0r0nYAjI#V1 zt6^p2d3%@B)?N}h8QE)(^vb<4@-lXZxXr!6U2hMvXLz^sD~vmg>-G8iLGwspeCpJU zn=|)i^vzh6J~wqoa@ha2`Hp^_-d*3RU8*hTOSJd&_w+gX7I#djce7mW5&aQ;vhj)4&VPB*Td74E z!!tk3{3z3({%CTsufMrdkLsKCx!NYyNq#9#lXp;F{iAnr_=}oft1~O_ES*!8x#w523 zZVC2Ic_(RXpvrfe)!8t3y{PfJc=_IS-Wty*8~JbAyP~W8YPh0ibNRUPxfQ!Bd(_OY zJE#8c(AMzh&P+bVyxwB zfqqH*{hDutHOIVOU&IE8TfMVHfOXM_n$wLT+En(GOL$tpqVA8{uWBx-DXE!Wd%U(+ z{q%-0;kmJE*ima&;Jd&u|1R@h{h&5RKW_B3##-&H=Z)8RE4fANWW$XK{^yfpDQBj9 z8_2UB&~n*bR6Ww!DCvn0M80@Zyd_K78QL!0F>W!w;al8-$c2q>)t{(&v$|z?`Z}1$_z7{)Nw?3A6-HhN&ueTGUK<%0>+B5o z&Y?=>**u>-;tk$H`;lkz_UvLgRxA;FbiB7P~`B%c$1xMw(voJYMLavQrqcl9dm2Ca_Y!t3P4R6}})4P`yq z_f*vxD>}--Y&I)r3$)S3KBK?c*X*Njmq*>zbhL0&bYg71+ew@)xg08f0En(MpQ*UeZi@26wZFP&v_lQAu@F8PJzFR18Tqs?K-+6J?gc|bpD)o3@1 zN8E1WOLwa?Ovd;Cy(ihlcCV*1GtwAcZ6At#91X;(?JlwF?G;W3F*R9&09!Bj z@Ev@I-0H0p|A=Dtq~6Qg>Feh2=a=R<^C|wB{6j3~4O*f0oIXeE!M=4&?{WFQOyg1Q zLhWkV)jMPliQW}G)4su(Op-q>PnQpRpSl@xB)eYJvJ13lHonZv^ zkUY)H7f+EL7mL=~J=SdVgjS`c>s$FeFUzyp%WRr`R_tPLmDe|%7yVrBW6yaf^(74Y@%xBr{WA*taYOm=8}&}-XP9k5q+;QL%uC7eUd&>9F(rP zUcX+3SWrKYUraUGGWLV4bDxYo;M^+ibBmn2y;kfr*-GBV-{e1Njx6vVkky`HkB=>L zRy&T^tZmav^aqT-`dX^Xc3^i)CML+XRKvbaREUM_QT{GJs*eji=-+3w(|$E8xaQpE zzQz}Le?+%?8sF=MVh_qK{0pru@26|V1g*E1XW#BU=SE^5#SV#QWFL7hA#~W7rLSVU zS*c#lFY_Mr9QmtP;VgE45o6^%_et@)_KdOLSY!y}gmx{?C;0a=T|6&8V1J8Y-lOt4 z-cD{7qm3ncSE^HA#b$ZioMp~ZXQ6mic9J`^6MQtCKm5QCvj=#tRv~w=ci6{bv~<~2 z@uj$iEtlL|<9;A!(c0$9*R>mY1wF}m25(?@@F*XmRr0ggK=F^v@$L{GQB8cR{7xQV z3%vKm`K&enfEV$1xL>oy7xn|r!>k+Y>+NQpja>Z&cDa7k7(?+iBHQu+U*o;tv~v4- zW4y~mKhZ}nq`6wLyZH#cpMDRWLUd(+$TQs}=R@~h_YUDv?L0`#^n_lY zo$I|Cajo;Y{jKox=c&@4#s}&%jT^P`+7x4%p2N4%i2-Myx@q1S^mYMx}$gCQ92Ds6G8EncegjuYe5K7(49)KZO`wQ>6I*46&j`g?4eHi-51 zmN{#j&R!o+^A>ouY>Mo|UZgzo3VkQp?Yr`Ek>>pEzTysa=ETOjnQWlk=dG4+>m&7E zY&yF~yG3qs7kFvnL+^BNuzXR*SRT*O%8YIl@3vUySkLQs@r`Ve94aS?S>7S{bkR!m z^n!9FPu5%NdB%ChvxHK+#9+~xxZzdyh0bR8HP>~xw}SR#GMx?d)n{myyu$4*UKBst zdG?p?WHCg(N7j9lG0z%cWtrXlBdj;|Os$^xmKk1=oo#Qi7mC4bCTppGY+P3g%^tXvmEY;I_%xfc8cv`M8FT*WK+m(1d(K8;tiMm~okrQts2br%ndBzKv&n7zr~6w?`< zNXUiWD48$YyC>b2BINFMzI9#`4``b9iyUhd(YeJ+I-e>eoi?z2(x)HNGwIxAKYNk& zlXC=~={CCS3|p`EI=Z{HC;UZP57|}!$G42jR~X? z=d#_RQs!$*M9e+xzToxtTFVc`oAMR5pV&l_=)lK`yXmL5_Ba1X)(D3k)9w^!iUn+y z`3=wI|7fetueEdK0y=WVyO+;po4r~-iy!rV^LB{$w7&8Scdv^>(7ajT2>`(cMxQ4Ib5%!=gfdS=>^M)=_Oq2D=ABMBF-UytUCQeC zC-O~k}RYTuhBc3x^|Zgvn+m`{NuRvcrW&iIEx+R)p82^QGUid^D>siSM%Rw z8R6Me-UVWbyG{&{U3m}6PC3_jt?Vmj(>divvcaz?lK5mh?>J>NLH3sXie-?u9@Yxk zT0VlUBAz)^-Y3_|EZ$4pCLfS%cnfv~e^gJ>{rn|y6}{tdQcQ3=i#J3UViAMnAwu0O zb~U&8d_wt-tef2E>2eI^xaW$I;vV)JJ19S4ortMEObocYew4pOI6jQdj%SH&-g{oH zxRj#S5Z+Y_7$fv+_$%^XVXr9(=o4BM!+TwuabRjQ60njdU(8 z>BRV7S|R_3hxp}erl=9iD7xH0r_7hJz4U*e=7_uK%y_h1B7dV3;f=&2ljLsMPtFz- z#AM1*eh}}F-GyW!+fFCMpAZMxPqFn?rtxXqCAL>52e8-a+4-y!Ww#sn`!rW2z3K59 zdzkf>t3-kD$*8x)GpNqdpQL|S?q(VMHTD|&k>~LxV!F`9M3E^fylG;a?8Ha%xA;l^ zC4YoZ{rTk zs=b}wK4PUi#eV7M2l-O|82_GqEPKfAVyHKjSYga5b8c~0yDt)ZxIn(hJ|f?_P@B)c z=bU$AztWo-1$4e1Vx##1?LOlv(?>aBd#j(>(To_^8dLP=_yYEXyi!bYYwVkxCC)&~ zUn-rk&SZOR?5^1Q=(=c5YnJ7|xLb+jitligRnVj)B-?R^JAt5P%Y`HsuaP~6Wj74LcV>d<88~+KVhmM7M zH0}-G9nFlUMdn44?BCqm{LTC21jTB1PYP{c4gXrf)aX{09Rc1v>lB(OY^mowd%RvCZLdK_kX*!W819D9d5#9QDjux)w?WrS?W*XzGi-67YSYJO@CwFdZR`lk4Y7oFL9b^-s2kJZl8s`z4UCvp4BjbtOmEFe9sFbK@OFTC@_ z7tYYw*Rf~p1+k}Nvtl*TmttL=mhPY4e6iK7ch-3MtPR=G*VDq=KnM> zFKJ-%_@oc5hsgUc)Lxc{-7~yOccrbzZjN@191A}lX^1}Q%y;i{dN}R9T#Ar|qKw$( zC~lBHT*C+R34ES*R9i{$V2;d|--zzAjqFJkG|fqJ7C6GGa(9Ys{;+88=W3+Ld){FFin2={BRo0*c-8IC(r$Wc;Z^(Na?a2-^e5UAwA3ZR9~yFHZC$hGQYM)m}gQ{JD=S{ zG5J03U9n$$A`VdRZQ^CoD2}pReJH(!VbN~~%Cz6n2J5?Z&)8!+)?2=>jlJI0PMW+- z{_4zj_PM>BMX@7P0gp!J+BZ7K-5vC{OvF9kTS*LZyj;oh2~F5>M67 zH7?e3wNLo7Y>ha>`^KH(T2wi`!TpAIv%6R5)ytlG(7e|iYZcL3730i<=4aLpYqoW_ zb%TFcQni1Xw$DrD9rQ_ZvG3`8{bj98`$12mtYkdZrM6S$aKAT5a5~j+<<;6;{X4@m zC-`pgfA1Ub+itEjh1Fm!wSMyT2(+?ZmOgK?oFRJI*V<*y@t8mIWJ7J;w)zhn9&K0` ze#gEurbT*2@3HgTbc#B+^XrTc%^URJ`K#I}{TE|^ugJgH=bF2X_oxzkoINRjl~)pX zo+j3~SGeokA>ugOq+MmaWaJyq=-c!(a{%E)Ti?U}_Wo+$blZHWh z+B;)q;j0?Ag@U2<#=VWNgl~>bp_kK!MCxOoIJx3?HcTrtW?K)Ld-a=*$IW}KPX1Ye z3I5jBU}J^0i~Z)!ar49Gs8srQ4(~bL$L*}#oL;e}o9mYOA%%`*daMo_K_A}Zcs?2EC zaI+;L&KKq#W>3@a%L&X6+?$k=+$FF=Q!FLCGPJ6$q3(so-x{}u z*Es(;*GKDO8_EABd*`zpZK!dZRj-@m3+HL&+ClRR-+F7O@h|;ZK7bhR)80$oKFaT& z6~jda@t)K9B>hM8F+%D6=6z&+?dXgtWL5Yk`DgmR^SS=@zWr>c{kZp_xHbApI5V0X zS=?}YXkC5J(4fX|8t$dnCwtkGX#G9h_uLD`6Kp#FNx#Beq)*p68@;IF`J}IRpo{-> zD`pJQ*YdOZ6j>r}=Lh&!db{jf`2oGfHk^M-h&!5M#5!ZMF~XRsWzY!kThpyBz6<=F ztw*JZPPXrK|B4I_4~if7a6x3wOU8* zcI_{%r+%)PDU`G)&Do8Nj@#@e~RyW^t=B2#0tqUS|MH2NE^pwr;0=&jBH*-vn1 zw_}s{WwGUavi5>eV`S?OYs2(IT7}lZtTj)gTJvn(B|OexD@p(Pa;cai4B4IPsh_jA z`9LjOpQ>*p1l+GD>#OuZhGllLqSjzP4?N)O#1}gIy(8Y*=;UaI-97eA^!-RlV`+GL zG&TAPos`|`o*CP1cXpp}M~kEM-rPJbOMjVNByXbsp<{LY!iLtzJV+cRt(4$7_R( zLDnnQ9%3+e8f}e>jcMAuEKgrxOw{)CTB`lcqgqaTeVDODAE^!Gvv~!*9a+s5^8yWs zbiS|9dXvwyyTzi;9{am!SNkmcz1XF(pTox*$458C&a&_GisdNpd}qH?>OAY+#2z7L z`nUeLmd|b`cDSGYs-;;QtjX3Jrp><>v*rCfOjxQL8}udG>AWYK&o0&Si~~k1^A)`Z zpH6RmF62Mz$H;F@|L?vlwdZ5ea2tER{fRxtGsOqarLp?(KarR{!`qcW-4GiR`_8_`9q(v%ee}85yKX9R z>8sf`uE{p8ps0Mcy@s&Yk{c=K-RNexAG$YskI5&rHpZ*QYx*tnZ}(L;L_er^vO4&R ztQ;#s=Voskv&<~3mo?wYHV(=o-Y9RNoUgrV{A4b${8m5xHLotZ$bQkCX3w%u^Y#;u z?H&6r(!t*5EfdG&R^FfOb9dPbsLs=tJn%AaCb9ko_aFP3nBP8=YE?`4HeFCPZHSyB zKhuhhp;jCJ9RE0fKi@564H~^aILWHEMp(0qpk}gRav~e3jnywRN{r|A_hcyMg{Q=} z+Wy%5*dXT@s=x%DAMCdXE#IN)^EJG`xXby?9^}k(|MCWVGu-*!F>eJ`o35sq(#Bga z(&*jT{Zt2df@+90`pwn>-{`>4fuH?X`9kKOX2AEhFWa}wte~3KH2JyQ%O0fYxXgIY z{KLFd-|cn_w~lmoX4_L@uh~cK5%%r&j@VFVF`bV*#|yO*elb;U%VIGnoAM0GINkZq zHTJ&f2eD!9W#UV!yZkI}cjq|Wy~(UzFSGLeFZj3nKl1%*{cYv?2K#pf&PW>PPcesS zYv>){KY0$FU0K!*Mv=CX9dup_?`pgt*2ONQ+Og$+;BcqAJ=iG{11SG4&|;MF_HllW zEwvx=9-*8yKvA@tvn)0;`e8KNvAuUF&+qB>vfr~G^&0p_Um*GHE7}C%q`e3Xyx|$?tZCjK<)Y$FC zem+s3u0N?gFLycg&ZjNhj`DSRO#JSB=oZ-1V@qNu>A#?~;197BuO;olNA4IgL?7qR zOI{Or+V`3DhnZx3U_IdbKF~gJzBN+6iZ5azwoe;j&GVlVINe z6w_l#v2$aiV~zHW?f|iuZKCRTOwRW{r7Wt%?N8OEi&;Bj(rcUz&Tr0j?hbDZ)z}W( zdz?*_OSO=j`C7B3e~G`h{|W0u!r!~B$-Z>|ExsLQOJlVDsUFiWG2isv7AOwf?;m5V z6`9dP4dKR75r6D&6Y?k2vR4`r?8ZQgO`L*k)1q9gmAGV~+vLFZM+ z@AmL=R(#hn0aW{B7++Fr@yO8^z_e4CE zi{v7)&nttq-@(n#+k?lf;dhju`Cj1E^LaP%3~N0d5c+4(r#Def(6Cm{++!{_x@yx{ z1(t(RaM{(sB(%_0s>9iEHd0NduQR3u#zIB-f_9dZ-T6*pRFGZXY)-`n@4J1hm>QFY`7P#^Nkp!H=NxYr3v?^N(#C00(?UVjS zU#1mfUw~NTCd+6Lz3)Js>UFgy8rK%;VLhku9Blnu@(-WsPJ=G_l-E^Ekncr9ueTkB z*<*lv!u!V?;EnS}xx1Y^&UdGg=kPf6%2&jFZy;u!^`7Qer_t(Yb{O;PP?iMmbAWza zPlo>Omg=$n^di*sAs|D4tK+qrS{-#S_PZMT8mxsQ`VMUm>#yVzdHF$JRLl}D#Z55+ zd#mX<_CDKk(s{YPOm1yE+UjQAu#>sjcv5kS_W*nF(A&<_%J~Xm1Aw(RW#!p)OzUH` zVn$@LaNeqIm?mVt^x-?1F(0X3}N zQTwa8fJi*k2k4`;`)nHKrq1jmyUwz*wX_-CORKY-tSmdiI;dx~%|J)GX#><*ERH6p z`+rq?nG5$_kk9tMy4Nt(`Boh(omI*zVAYBI7HMw1wHrIbor9P+OL;5#6kw-`X&t(Z zWlm(nso*^y!*Vx2f&0x-Qb6G!y#{yG>U1j$Wkq@DpTbW7Q?v3feBv8MBv^>e+7YDC61j?~9PG&cy8+3YDvm-oQK0GO$!^&y5v4`5L?1auGXQ_8b zG*a5&+1{sj@m~+3|FL&!J}s%1K|84?!?k;{#jF5p%#N}yYB6;RaLE=Fd??$YW;fcI z$BaL;it2bZr^>Ey%RSK`O{PjL}l+h$;4&&Yl{kd;=GX=yZ1U7%iJZ-8(qc(3KuSL$nZj@nOc&qh;I z+paG*TA1ApUu&SYWFt}YPHMT-GwcqkcoDyyFqvbF25&omkxi zp_90(#%VqEH^yrHwYq~&rpHvOO;gjV7J59B9QSXDO=1@Ku2h`xs!$>}b5CFuo^bnP zmKnhJdrQ35ya$+@CL*_7D|*Prn6jC_M9!8c{EPkszqh~5{~;^+kKj*h4Ho4k>kg$) zZy3PVGaNVCNI(o^y2HbTiAIpdE zYM97J@K`q}Zt&@Hwm2m;-b`e{qvjv z5C|5KV(?(O*c#NMMXWi?N&8TT=D}*|%GS}sbQ3Va=3t#FLT_QqSbpA%2nC_bRV{yO{UxzZ2UPD)nGLgX~qNd>=F(W*)nQh*M{yb)4L z)6XOmIi{RY7SoR8E(wt+I+xDH1ipc8RbHa6exRfx8~wL3>?Kha`isOykYCe2A9vJh7}MUT)^%6ES->4h2p zvbGLg^AR?W9V1))(yT0hd0?v zDNHWBE2!r~pd+!x5m8g*0*2pL90Ti;8=OQJ#1$6u zrXKZyDdHVx!c}Lvsyqf&>~daSH0RsV6Q=hkit18PE@GOUBlq|t{H!z=Erbr|5vc%f zA`>e^|6l`@&%mxHfKlE>n$a-H&syT$rzAVcTXIubofE7xW78_rl}zy@co@+KKI6S8yH=CWkXd9Rxghh=8NfTTlFDqFGLA%R)z!PC8=HC{D;Y(b=c+i&!o=9|A5Xf&YW|6FZ@Z`j>o% zT45-@wF=52ejXmb?8-5vDv9%p;)$Fi7lEa#^dIz;OUNbq4?RqlfY(~UbokkF`PHxw zd_?7JOp7YJ{547?vdCY7s$wW}{cWP4|A~)Kc5);Lkk(>~SP#y!u5h6SVB$78;uQfu z*w#NRyZaN#JpA0n;YM_nQ}U9mOIKlSq#;$H69|yk^e}zMa*#IUDXBpE;OAUOh4K${ zC=c;xlc2SD;1>hNzaHQJYMD@mz_BD(zI%WBY1lBofnQhTg6A zzGR+Kfjm~$$V~Db?qM$cj@6;y+V9V%o%}uEzq`XpIE$PG>tBE@Q}+2=SQ2!~yObPc zBf5`E@JmKXgB~Z#;I9jF9pCLWa!@Sd=io{`2uEx&k;&iW_Xoe3R&hlGG29>G&y;gz zoS#QIE)vU%;4Odm+k$n=M-F54ClVR`8TbM#(Z6L2<+YNAN|MFDtZV`&UI?n3+L(yT zz~i`%B&C1Cff(l(R8ILRfr0MvSIbPKms}1FN?RozO@w*em5re@=`Jt$)xjw3SM~`- z-WByw@0a<%lQQzNzd;nky`J!sV|74_qkO@fE+9nHWHtX0n3CmmrZO8Uj)9~l?mIb4tejL1cEZ5~IufYa_uxQJJd&>nc- z6-iEI7?|d6tQPS0>0~{g^>Mig%9Ux*9RBcMVGlazH-+M1FnHmz{x#9VkH~3aF($Xk z^13`NEJ6GOm^X6E8!{ab{EL1$nMN$}XMw#Qg4KT%D`*OK_hFY&zCphK0R{!G$T?T4DwR$1>)Q&-^|EQ7ssFi8bgv7&E4zpz|c=0E?%P%9_>C8CHp zDGSObqLrKh6gDx>4n%M)F#Aj*Jx&nHM@Gojz*v&X-k5xMko?f+y!2}+9Z^%ZD6w!A z&r&{tIqgE@{b9-g`WIbIkKzkmh?RYm)+U?4XRgLwr-OU?qn{cm*lwjf`luhWqEzHY zISbzCg7{fxi&V0uXd>1^=QbOB=6`-3f0j(@_XA7(ji^{7E8()f>ko&|`2*=r^7=Z+(fhB-508N?6HG*OOzUE^3f~WBNJ1;U9i~rM9vg?%_C~of-bW zn*a2Fhi5ynj1e=zI&YWxz~autH@Dp{1YKDxzo4H9m0`3}3VMe5ehz%Wua%wX`G)%0 zp|)_t7XMsbm1}#B7{B8;8FK&rz=nC54nVbQ8V=7hgj*|I}l!;(@KjP=V>`(QtV?QXR zlmSDZ9@z3zpr!>;b8kXlkQO}VLZyXL1bz7c=mu5dpx;r+Q0!NQlmYmY>res=mzn(h zKuac}es_`;aQ8)MC7KG#edR#*yBgS^3$s;|Anmy;FBAb%;I@ez?<^x!r5 zGX9>gM>DCe#f*k2XSE zu1(assV$oqeTrq(yQ%`a*OlZVD28urg)D%pfJrrC0h=MM)JT&bDO>ydVv#K6}a1f*V`Ix z%_HUmvy1uN%oylz7G=pqdGLK{!90|(o7yGqG**|$>u@l##D4Ei;R(gRJQcX4R3fVw zDGw{t!C)Io4RPDk&{-DoOObkX6Klgtu_SCW)cCcG^G1}hUi+q&Rrjf{fRU{XCW-D4 zJtY{cmnQq%M)nT7JJi^{EE%p6dJ^Zx7LLml3fOsoIM)CUaaAy^=21{t&jOlz)c8xS zLpGt3?e-Hxd3unIXYZl(zldx8q0ZEcn3~x`@2=jZy=fzsQh#H%4BElvfsuMjC6_ZY z@-cEP@;x#zaxqjtzH4l&m?tq-Ts!NEw^ts72BaRQgn|AVazPtomJId}bkvVRy+o0s z5K$h`8muO}N86EC(8iQyRdvhw-Rx-`*H){;*c&!O3mMaco1@l6B@Os2pB!baiH{By z4vmbj6Q4KkN=&PmS}`MHR>ysetn~``r_pzOgOVjL8LZwj76tAH_XZ!EU({6OEz~U0 z_;xcx@#5f17>rKmFrA>?FlIxiJ%1Sduvt{pXw1gl0DNpLM{ukk|}V;gbDV|K)) zkIxYL5Z@|xYs|iw-m&H5k4J*y5%~k_w>?|UbXE?kh^c1ws5Md2G}Jb-x*LgHvogAw zMYM8Xx#q8d&UmS>fC0#AbO^i-6fxUreOUvRSc^8d1(Qbah@KkktsNI#!fj&T#x)EL z4c!PAj10g#Ol^fDb(~c)q1wafZq(9JvTI}@v`vW+W%E#T)tp4-yCON`m&H}VTB72q z?<%XI2klIXvBO$Yb8E15RO4WOW3(DeFSFcw;(#7?E~;JBICC6JBff|8$9;{j6WJEo zW2JNI1FZ?Uy}e{&6B(gb3Oq7v>POgb^e^bfswmk>FYH_Uct*QOsBm1H*wS&?B8}Zi zVwL~M&x{@XDf^~PHqr%BA^OKO<5Y*XV-vMX=J&w-U?`X-Sk34`vw90d2Sc5#ZPp0q zvbP92MI!$e+r6`^EKBSDk~ zI={P^f$M$s@N3}cOX#vEtHn(qQrgXe z);g-iX$I2CPmMdQ0u_B4xeaLKMwi>OEyMcYMB|&wWy~;F;SQDs)&~-y5?3;_0#|>c z#$uMa=$}*Sv*y|({i{*Zn5#DMuUIeRR>r>z^$sPlT&J5`p8qbcc|Sck0q7*{khYEm z=~HEm80YqK&%1wn%f(8d$t@jWt+iU&@m>uwRf{u<1cn8U1}X(In{$l&@L=UPI&16b z2B_awqUJSYQTie<(xdg4bO3J`w&HJwr-nX;*4RVbiQWqIaG&{U`5x2xDm{nZkR2vd zB6rP5k%5UI#MwYpK>D5s7f8~lX4 zvR%VEX_ayAdg(x%j}rQTxU6U&_RkxDd|aG1M_aBr-wVKmw#Psakp8! ztRL14`ww@dx6*CuBz4+>uh`4c&9Fq^(CZn!ad(6C3}B(&sB_sy@&g_I9kE8=@8x&PI{yGC_MA;Tzp{!p+BD@w~$+E3caVkTraGhrLV{^(iA?AJ!FFNL6(-gUr}E6 zYIupob(sTh;m=w{J*aT;Gh6T#Tx(C%yke+T z(^?-X6Ru{@^)B$N$fv3%ccS~cP09g>t^>?ym|xC|xBqpXILEzQ@JqdcZuBN!?M{b= zVV{4D{;LjGd#YX3d2HkVJ#9VF!4xCw(XY4omB2*LYvaux!3n_~fhh)IkNHfylRY+a zH$EI02iOw+$@`W3BV^ca+8BQy#)mNA23{1ydwO8_yT;% zBKK)5>!20TzNiD#2S5?GvcW*MVwAL`4*jgYHr|^P1KR=ySi_lW3t1Byz`T)q@rT0E z&J4FYFoYrgGbJM}ODdCbN)?$3bKE|D9(NdVDtQHiNwxoMyjxM#$gQNfDn*QOXPX&CFwL_Wh1MWV40JC6b zI|thG;<(}@{;#{<%>Z9YX;EA$LXWd9S`sj2$DnI% zr!G-zu_I(4DT_&ZKf9@aF$V>o1WN^{n%C4H^02eVo@y-%Z4H-k*1MU+HuPbqlr^*% z-3cb-gq$SWL-qa8N$O4oOEN%w!BpKB8j1eybN8EflM6YD#L%wl53qA5^=f)h>#e?G z4e7s115BmUNPcYvlA;m^vj?)8-@!@m79RY7-JmT>3;pUmud(ceN$LjO4yW361ug)1 z3l7QBJdaz}P2^s1w}3JD%e(3|_D*?|*NP5B3 zu?XmNG`hydX4+qjkTFQ>NPc>ool?$%@Rv|YyN=t8Q%sU$Nof{M>mtLexa=h7s*;qfzd92Yc$0nt9LqqsovH)tO^hV5ZDhT=LhoTjjM`>G z^P+x)-rzRk5<}tnp>5VCXR5nXOhb;{a=i0u3M1*2%kmtwpv6QU=wV~LCH#a)2Bdzt zXpj5L%@^=|@}csPu7ED1vc5~#p&_fOjs)_)Q0azg`L0r!Wzut)3(a(ag=Sf!zna<~ z?)G$&+r`5DB3YeJ&ROq_JO$)%8~F=&xLQdH<`YT9(C~9!PUI4eMGxSP?L|?Mg40p&IX!{DP9rcA!rS&mC8CCVPEEQZ;Mche| z2B9$g!js)T;yqkogMo_tP!^K6%4<}Y{#*Ir$3qBA3`hCA5L zoQYn3`3?S_T}V$$NK%lB!0a^TvAo6G!6#n;&dF>Z;i>r_-W~U`I~**-YB(j!L-X`X z`=nQeF1o3fSJhcb@HXY38?M5bc2+NMUN!$UE1F&P?rgZgHDWwxfFFk)8cx{z0%mJ>W)M2NzZf zQO-N>H5O&Xdv6QwZ?_l0lO4t{iVHHKvKWYSUD}gj-vDy(QfsSyVQqm)4^Sp5aio~K zP(Nm*Fy9yrjS*TBn$aHu4aWp0m%Y>J>gDyWxC{Aqp!6q|9Pk*-#P#a>Z^SKciuV&L zi~R5o=EQp0=C(o&;C!&GqqL?anaM8Ddu)|DOy%kVZKise-Y3_TgWwQe(mmQu;}3JV z+0V$PzV|DMY4|%HIEUQByrD?Nb9m37K<_8c_;u-Rni06&Y^Am|`6u*shs0<&b`;c@ zPSA)y^Vag`qNZ}0t^vb(6zJj*%#zPp63x*1gX`-+G9fiE1s$N4(XSbe%pXQuZM%{H zcUQri=`?gt@cAN&|L1n`{`0azJM%#qN!!rcv@iKx&hX;hV%*^^;0`MCOBwBbam#xx zcqTaIGN{wEADCzMQiG19jCE6UYje~tc&7K1>)=~Qv+~+8{gjc!Fx2gScYe)FhbsBq zD=Hhx$K2%Ec_Xh7JhzMSq~d8eRE(PbU;Hq>gaDt%tHSY;UzF!bc>#WorYWJ{X&vQ1@fZKkTkI9(E3r4F6nA(bRGbn({_ZIUkWui5s;NK0pC4CR zfG;dW*R!W=H+@R-(!_Kp{mQs{NgJ-&>?7&!rxZuL=iV1Qn}2}yj|G063M!l?JRP)n zw-pJe+2hK3vhP(rm{2ug0)w%6u=0D(8Xo_UVv`RI9 zfXM7cyH(tsZc1-Fk45e52R`Sj-&8TlOJp~m2Qs}8>nk;xiyk30?Zuj^iL}x9Legjx zp@&!kJ=9A!1ghXn%6c%6D@6o4!qRe!>@6Dukw1eyK;tRIIJkG`z^i179bS~%)oBEE z!Z7a?T@I4)-Sy+1pI-l6sxjRAS+DE;h_0bpURrLJY6u1uiA!%|T zy+GQ7)m$kfd=?P2-J+y?F2POvy`{_7VMPvy*7;9=px;BD<_WzKPK;f{S%hzAjl2Tf zyB4tFUtCNX_{(B($7DM3 zpLfUm=&gsQZ5gzQ*`5n`8|F?)R0Bx8n_|bx%n}(6?7H;hrEPut2ta0^T;l& z!jt3~Ft#)*#jab1?uL)NxtdkKZFECsM^1eZG`}-se-V&R;T1gZcax>z&F+i-D;@t$ zYQV!U!2_W}HFw(!@_xLy7>?C(8TD*EG*~6Q5&V=K4(@y?ass~4cVrZ~Ln^{EdzN)Y zV!#=8pGw+AWqL=Wm|^HO)e-a@_{$sKLHl8^PGc_UHIpGPjRBWjFVSk>@$a?>1GFE5#+ZqnLl$IyX~ zg4Sp?yfiKGB_3A(!WC9|N8P7*#RfRiz371+qyNgoW5mz@V`dA z=x>3lG!=XW@jxb$>h+<**~@;gzG^G2yZ#txZyT*DR0Au(9*veeWM+S!Y$kSkDc#j} zbGx3i$QueATC4jm*G)g!5k9Yxv#YcV~nHL4T?@ncBu2b2)hN-0_ zaE1f&tLPvso)J2Mp-7}z2*P_@KtE|AS;@C`hXAEBPR z;8pW_yV34_w*s$%>Gpt(m%2Q_f8$L21!nQKEP*L?u{g&k@GfEt)I8InP}0~a`iNA; z&T@mP-GcjRf%aBy%PuJekeg8s>;9Uz$LryJaId?Kz3JXb zuRNxa+ER*-cuo_on5xY0uPN>SMUhUeeOQ9jcJwN?(7PIN&AnzTqq01!qxa-k%TSDFmq0_t*1y_!^)<`R zj^i6oLy96vSc50^KmL!Wc`e|8-Rfa0=vf5c)%$9-~f=)#F%U=M!SX%h0 z!+a?A?ZSAD=e%QZ-%RIcq4-*Wl~7l7gy!XrNGoeW3*x|AIs}+t5A0;I$_g@?7Gi~< zu&Yi}(jGJ~(lw}-2FmpzdUd^;c9vD8;|N?&WEIXQ`3aZpEwK|GuTxNOSLUy|$M5o` z_|{G%XJQzS;m0xK+!f=*Ie1Wiinf@!nn9n@7946;(vGYlvuI@~I6K3Q9GzyAmyaAug%ZQeE zQ=dcyBygsv22P`w>q&n@f5g~&_7(Y1tJyGimVIU=)En^X1)-JAz_!2>zhC|#Dg(29 zj8#2GR1uG`U(LYZy^t@$cRU#rTOJ&_a*rRy^NipwH;VFdBEG#p{Z3dPf{cek%cCif zc=d*^1D1A+7GMY2I~L1Uu(50gn~kiMWN>DbWR1}M)>Zc58{Gr!eGIB%MXa@N`~Y9f z+w<;N`!4SQhe2CprToVe!(q^v&jcsX2@^sRrLTgl5Y*oiz@$>KiulTUf-!jwUeW^c z!+`%~z^}Xbz3M<$szUwRlHLM){1HrWK`{gGs4hQ+$}kIG(^LKu*Q~`$@+Ig&zTw_} z2fon4I}OG%1A3Hoeof^I_}|rpp+h`R{!sp*b+v@>&BUR~?}jclt(IKtsV3L@Xhe00 zPwvq!bS3!GwNxiZ!M?WUDZEth$>bN^agP_lk1m12x{P<$8;VZy3HpNS@F~CY1Rp9d zp?Xv!T`~Vu2BKIW{A*3 zIWC6sF5Vw*7WayK*lWm_*mHG&wi#8UH(a9oP@$e6 zC2a(JDT(x*T6rx14Si?S$@=Ogx=fL%!udrpUfsLrCUgrpBka3YUMmH>u<5Mr)_i-v zGt`wxq*3?=U_ymN6uNGTp0^S_U4zu8YBkN&iy0DA;6tOfVH&o6TYn8~Iw@SX>&gtkYuT7$Lm$*bWOa;8`{BX`5u!LV^0$`KnW9eD)5Ul;omydE2zdVGRRF3*V( zaJnB*N?{hvjjHrY|J(S_$YN}0U^IVYzPbv?hh`8VLfNt92w8)l;5JT8R6|uc|<@VruB5PSKy3ErN-naz>G;9ln3j>nXo=*i0_Z~yL+v%eI|Cg3T*L{t2saC53@r^U57i1qg;s_# zL|Ry;9kD$pz1NiQ#5{8x9r+Ma5;N8XF#QdU=4P_MszA!%f?$fMkHJd8d4cWbO=GgL z$GB)@F`JsJjgp#$w zdz!-zl7=`#qM!WeKC&~}agoX4gyG?#Q}H9?tHw8rzZ~BpWJX-;jlI;F<>mqA(geBv z_58X((;KoYYG&;!@XohJ|3Hc0!C)#J@6bKiHP8%Ro5IFKBnNyo+8c(^9qD_5J%UjE zf}hau&!b#vFSbsHBY19p{EPU6p~j)Dp;w`4;nvnq`<+wLOC%L*$YM2Dy;BhYCC~O9uv$;Mr_Iq@8oR*4^~H6U z>aVpz=+FA9hf!@$Vh6dw{$b5oH&O?ui!4-HiT%zCr>nc)zG@w_WF$%CVB{Vcq7GJN z`?EWkH{~z*a#_Rw23=1gbV&|ekA<0`GPNy!>V4`db+9%{ABcp6yhtss2u8FvysEk3 ztr(-ugGV7+{RFIF4Ak}8lziYx|MX(L4ydoW?7a47Yp=DP#Be`SOs^`0BC&jLn--7A9No% zS9y>NmWWQkp5K}E0UkC*{Rq8_uKor*BNMVex}dwx4E4?xEtQ^8KdWxX%rKrNBzv(7 zZV-L=7&p7S(8+J_vPRpBoEFYJ`?J%_O9qkXLtL#RR3Pd6q{vU05B14KIUV}^{XlGL zU^@Pldo^CYq!v`mvnaJG@;|Pi>ow3lJ%ZnElaau9rJYg*cFZN@hRlu>lTIS9_r-Z< zXSK`OTWtk?;*Zu{dlRPG{x0<_uQd9OePS50ckY85N(L?76aQ~zJJj8ok#sm-s{%zu z26WT^scp46c&<&fl6n_oCo(Rc1DCe+JL+JzmK~(|;q-n1%}!mniF3(5YBjPdSYME( zO0Cn@F`Syv%4zFn;Gfa&Bmz@Yh=1Uz{M7zC5d@wok-bt4dZ-If6zqbJ>^6MiOX0?@ zs4vyt=_Aaq=6SP6U|FD%*-g)Zo_oJqggg+Jp=)dHZFCYlNB&QGPBN~s%ysSP=FKSdY{zKBqRpW!P*ywL8 zGdBk+2GSu{v`pZDF->cxHbqWDC!YgJZ{}rkm|ej767CzG8O|3;7WonC6+UH6vM*Wp z?91+WuZ_3dO9*}CQPBsLSb;KdGTBap=&yIEb@XXQM>vc-8_CR+@VVbL4jT2$ngKm{ zGtetA5IbcR;~T#4?rKU}SqwqW-5yTXr3Vs(kY=x1X zby^N2_gD#dt4LA7_N-#e8MR$1H-i==fg+CdF|BhN+-3u758>no`L?hJ@^}`yo46%FxbCl zYCCz&l9=o_0TBa~vIrBe%@u{8F-aIsYnZ$M)G za%-|(%dTTj0mtwh2|7>3Y$RZ&gw|~h_@0x>Ig$%3Hxd}=RJEa+Mop&`(GIIC)QTF@ zvukIVrdEJjFfTgsYWV#n>Iy9yioVUzVz-6DYcsFqv~iv~+-eIQ-=N6U$YASFIQNn| z)$lYw@hbd~w+q^Cg7b*BD*Khhz+eBRIapKZ6i2i1aL>JB>+v^#M)tx@wJy|b*qJN^wo%*P!N1!Zkb=?CE(Wh)M(YOlqS3hL-`oQ3ZErW2 zHSS#yNByNhBleLo=yDsAGjt~#NL!OB^k29&cVN;z&z7^Cs*PExirST30;B0;msRlp zCy>k-R!yxFOHNcDS(pAK(HmaxJ@BFaZQrstLF3upsfI*=>26r{o^|8PS+GTd)H_{tBoWfQmdpDoGh+ApOm@BRMoL%f%AICpil) z$)c)7K0^_o9DdqqaHlrI3Tfzukh{9fS?QE?+jy(JgYGf+D!-3i>oh+H_O=I3xB7&9 z%xz!*cVJqpfb*7WAj7gU>y7lGvzS0Ds=upuSzAn1C*e(ci7EU)O#6M{iVGrRsyLk3 ztrQQ)VRu;usR6C{H8-`}+kNM}bw;_d?tkFa?z=y|S6t!myn`ZE=J1pFpJh*37kpJV z5>0j^!>1W(!9^nR_4Xdle_2(+nMAH>ZfZ&#mw7cNf4Tbrq;hX1N~-B@$-+a(Jrck?gaBHfHJB zC`@!qa3)nXq@`R^C#Wx>4(f|N`MKI#tAGrpuK0CGOQ$wLuGLfMX{JNz#dvq`i8BVB zMU>sbDvDnEg;Nch-qB91t9z}{*Q~{^QCLnuX4_ggU?dXK;^3_4MB6fj{l+G$RdI!( z>O1WDrJz9m1G!W~)GTT<)Vw7Bj@phBGG%fW>K~$QDV8E)V#nm2a4$R`iw4&;2 z))4CJ#9CSO!PV3TIOU*}{#`vvOQUxEgc>}RT#6}whd1B7gE!d7zGKz4tDs+OBdHSoOCa**H4Z;12nF2Thyiqr;Tw}Ng(;#3<}A9+vR@c!Pb&DE)F3bI>Y zt0UC11B-(hee!pwE!I3{9{czm`%45-imj{{rh8o3LcKb;Bg zFz+&^nq#uZ?%=vU{8Q{TPn{IH+e<(+l#?f-^K^ukRIwbXL% zA_rll+%5CKvwG6UnQYL@ZG}TTnl=Ilx<@|I!u)5{E)L?bGqT9*f zH}>cp z-34A%3_Mi^I0kMZk?lCLUL-Vx%vtMHcgwpykP^@v8Rv!gUU0W_@qE9@4^Xi&_%NG+ zIrsn_b2T~@wP+H3#;&T%)VH|GHg=1B!8?vc2Er>^7@Tmd?d@i2X2-CU+Z+tTVt@EYXkW-F!dZmbu5Nyb{i(FGvFMuBN218ze27SXL)aL zF1XwM&hO4dr?sni(cWcvunU7tJI0%f9pVh!s7c|Kj791ruty+gr||7WlLJ5lH)0kU zi)*HZ#<79A5MS&wAe^mOG3<2&&wLXm%=B6rEd?@x`=PVxtelsJfY~ za|(br9`Bk!(;ncQhquUEoW)O~v2+z}Vurim(5t@w+WihDr$>HuE zs9>f|5L=Rc*tu`8?=?&dJ6{92qr_y&9U z1F+^7*?h3R8*%k|YAX0dj;im`d4Ke);@S2VNx0%&bdunDL8rEz-Cl23a>{~Z?e9); zFM+@5#LtMQ@-#3M3v6Ler7rOCGPEn);@yD1A7m}naX>%+Q3+HQhwz0&*jzRkCs(Wm z1{GmQ4gKpuGBpePok>`&ZK9k#*S!xNbGJ4f>E7=u(;?$$1#E3=X0eW?(q0 z5_-Sy{I!?bJMY@ar}@(!g%kRIT1`-o?z;={eG=Xb3_(lGCmsCsN(T6(a?|o)bN@rq zWOY2Xu-54z&R9J^u6!M}vi0OO^ z(iQV~dED)|%db`tUWZv$oc$DTqRjY4t0RBrG4|1fer2U1)R3*w@$Eo{`9P8e`ikdB z?<}c~Lhi&CWZ`vE6=+x*p#qP=c_N#Dj4r25G1I@)HbNJ5Lc7M25FhMh*xTbSb^k{G z&NOG2J=ZFRy)+CADLp!csoqWC^$oz!ZWf2-?@AMLoooP>(i?97^hjE50=;4!kdN0a zBNRd}fWXXTHu$S=tP<`ymHLC#M&DaXH;p02NMoG7Mjb%bq4$e86OljC*(u^2wxi%O zS`~Q-WV@X`94Vh|z5URv4G=oc<-FwoP;QX2_%;%QVFSKPPLK?AF+B-KY(_lK5FLyx zjDPS36TlPQTRp0tM}PDTnzEHfVY9jU(V)grbsae-Yx9oIV{5VXm!)9s)U!rK4n+1v zLdf?V3qAE&w<)wrJyC(Cz|qzlUbD(zoo^zWEt(y`w{itamhw=JPR1&hv>q}iY&c*K zux8jlTc|ss{o18(Fy;XLE@##=>l&}rR^*2WArX93q(EeNBnL3MbXHo-5Kkf{;H|oC zPja5Q>v$=oKUYy6DoemIcA_pYu_ts1J&ql_H(Y1c;W@02lTK4Z@70U8#-D!!H$lK$ zQEe*D?#OFs=1g;uxy>va7;0YDevkyRr1!yU8GaE;5bhQ38ZoRiP{hx$+F3>H@5uSd z>UIahlp4L)BNCyr!B1^M4J}NMqxZW>Ya-iVHJRc60q5=!U*c5RY^eH`)L+S#%Qasm zVENDJg^hPcT3|At1DgY1jI(M-Wd)z%%nMJ5pB=v>{%EL5q_vgArp_AsvV9n}H>>-= z>nV=Qw~9fp(fsOWe0yuLE8S6+!N)fpC)a+3#%{O&6rQ}snA>nZDt@v9=t-_>Er9~P zH@I=c_!n$OG2~iZF&{(Kwv)ue_W2^xG(JJx-Pj&+%R`MKNF{VVZ!R1pqeWNjD!t(; zzv|B=Yw1>G(p^!nvE1~b-$2$8KfMX)nO5`VA{Bh7|dzl z3Xui+id+6FlAEQ*chQ~NP+zy^6>#oEUO0*_yJ3Dr>f|jurJVsMlfc-l??nRVa(y=v zg^uW7^xTGOYylSK>G#164Ppfq&ZFImks|St*cY*G+{$nn`<8bU=Px+)6l+KGD(~b7 zQHAH=MZf@OhiWz*bUfS1Tfe<*%Zs>Y>^N(SebZemmMUl1J-ueY3)BzvHGxHGKUo%3 zkiTecXBTmy!t`?kN&PS zka>}bKMq>YXtQ;!6!L?g&)Tahl52YL(QxiJz>b}a?Llhy4UagtEY;d$jd6y1zxi9)XuYjj1Zkjo zjV;h}xc(V&9hLNsY)=}f{~8B^ouca|7#DpqP(d55-1qiI`p4af86G<+{(EGUo7=yy z);GroX5+-%lxiH38a6t&k%c(ep6%U|5#=cG(vr-e*_Gq`Bd+^LWLIRP)!OO8`y!W1 z=-`{*TS%l-*3(YFGhfoIN*591mbMQ>M!`4b z+8g*#g{lP&BhVzE21*)()a2Ah^3p(H=U0`!EVDk!+#4JlJv%xo>XWg7y_3nDiSe&v zGRDk~Ngw|v;(BjM8T|rMX!8ddjq)$=hR0yi6793c+2^NDWm5`myc>>PE->p zRooS!{jq<={EWFD*E^gJr%CNmx$$4{Kvel)*oaow`kk>~tgvol?;Y+EF%iAtUb2zY zL-PDD-Q!H>6;hPaI2pYZa1tr>0b8pb)Zaq?`$%oVo??PJ4kTy}aJ2_|hCm={XjHl2 zVB-_J;BRmrgk$2e#GZ-S5;rD1#2upCQHPsHqYgw*iW(l+sC@u#f7zSoEVdsZ8Bh1x zBQdrOl7E^Zr6HM|&u4m#!5!3gIyt-G!x-pC(Mjra?J3a56nZ(W7SvE9(WSqkiPW*$ z2fexZ&BO`AdP=o987x-VZNpFFqv9)vqOAh%BUzqFElc21RI{k0!P#b6Fv1~!Hus%z zc3yM=MeXZ$yfea^z~_iqu>qdnO1uq{=a#r_y-|FOOraE_Rn((e1ARI?7TKV2D}!$5 zByEW~D~T3`J-?hWP2Z>HrJMZvyewSBH^2uBbIN&zksr}iD{Hh2vjV=Rlb_P2^PSAocv4{@r|PUNQ#j zbJ!x~0TObSTd5-g$ajOV6Rv2bcLunPc>zqCQuc)tq%ZPHrph<6n3575$RK!*M?iy7 z6NywAF^MgvoPK9R(8q$a)e0j^`6AM~xVy?&rl+Q=H#WpzB7hul52lwzW zq%yrjj_gtNt;>+D8Nroz06Dpf{P8J90izd~!=!4EZiI6o8YjMVhn{LX*txRGMx=Yp zM;_}matrATCwLY&vAqX9%9rr*aMcL6b~$Cdsr-)U1U-6g(wg)qU!k3Hz#|qDRYhm0 z%sTm>;Qao~V%5FK55`$|$nebs6iUbY9tK`0tS{4VBL8nJ?L=1j-{Fn#46M(EI;VjvXw5tiAn6wyr5J@rm%E z)c|Ld5-P|Ev>(#4XXp`qHLm*;EL%vcqt6H4A8Rx*)0rEL26|pK3$3Q~MY6_Ro`~nc zT>A~ra~Nj3UN}L19$fpQ#7$3e7lFHP7@?6<;o*_Qw&Q5LCr(3YLg90v6W}vRCuj4X zUQX{Zrp4Z}vhtH0V=1+BNG~6%XVWifowVlor#|4`xUmh6(Y0n8)7C3!4Y4Eq$I1Np+DaWKjyl~@^IGh*6_(lVf%NtA{;31k)s`>Y{sls z7$^3Z;mwDIB5SSRa95@o_ z8fatg(Z{P(u}9a%>7C_~OS&0)pXp$TtBL2B(XM*?fjqdjVjqE%@&>r9*Y-5b$*e}T+~RnTLt1X9V6Dj}8Xv=1`vs%jR}-frn-z-IMAZh;l(37>zS zC_SoYFkPUf(Ov7sT9Uc`9Fd&Q^+vnt;GVkcI_^Da@Q!-hy|Sob>D{5oH6CsYYoGPP z@~y}A7v}*^jqfbB${7EbM)MvzQ>x_hyF>F*Svp88Spf~g4WwPK)wbxH;o__iSQ@w< z7!Vi{XayJTO|v%=#8-o}->p?e3SAT_>Q@mTy#ww%r-QQyzn(b%Gu(JER+=TT;3Nq^0u*Y3c2pIx{E!8?U`US#jsY7w`8zwJVrG7a$+! z*e1asxaBymzzL@QbHE#T3XAAH9OC(OWoyEC{~tW_^1?s(cr52cJ5uNmJNhGu4PBI* zpe28)%|M&-f#v_!;(v@tBIg#z%TUEpcb- zCN$@i&`t7gvZES;KP^tR)*B;2x#+GJ(q0FK zXt%XGbeXb*uHjrdmX6|T?MH1F{oxXU9|EhR8TYjiq(+1?7f1kyF7ldjdFWO-FCA%ynE#CC3N*1$an3Noag5heS6H$A>vb zkJQ$~(uxbLqyyA|Ug>MRDzfNQ-_RuOM4(@wSioX++Y{Ut+8$~}?`>yry|yP1=ilWY6Sxz26IiTW zMICe4cn|BUhj@i5YdGilvC`l4_g9m()E{PyY1r~*`04u9xb;$R_>#Gy<^3 zd<=(ftG`fSs@5~K!>GXupB>lQ{A4&xkxNJigsWyH)cY^>Q6xeZ7T$=TWiSa_c{m8o z?9Xf+$Zxm>K5-8{+W`A5$604?S2g%lo9(xig<=geb7+$Pi>Enm9F`~Kb7~DjyWsg8 z#vw*!ZJ!qGM6GklH^cYIS1iybDB}uNN&FK`Yc#l77I^}BXc-_vmr-h*Vr*U!dXZ(? zN*!a{Ya2!8$0#twb#x@Z;x+rh=Cdzz-f&fM7a&LDf}^o*m-Nwm7rGaC;mze4?-}Eb z@bA?Qhw2!0IO~=(9cUp~b>IrU^i=k?^VRVe(e{QqnD+#{6zN&jRytwdmlcn!C{u?i zy2aSd4%SY}s%+t$_P`cyPq$U0(r~FOQ4bBI4l8B<%@K6QxM#XOuIJ7X_AH#uorXKO z!hhep$$Qk7;lH6hV2x{R*2a@07oYY zZNgBTt)lT$+F%~EdWt#aBg%1lR;HS)E>?5%mg>=y{aZN=oAD!`zsFhI73E5Rk@wtw zNo`DBH`nMBs-+Epz4$*A_Ul<^7lrDP47VKhL2_WZzm2b^cc-V6_o44%U@vaGYt7dv z8D>l4sIIQ#op(UZoiclYc9P)zReD+_sIhhwQT) zUr1os=FI0DjAgb7b!42A>z#D%p|9jtjUk6`| zzcoA~AM;RvU$jfuC04|P)q>NWigM#7Nn?rlB0VAdXr6dOEXNut%cJPYPEe|8R%r9ZT&m(PG%;Ey4mkC>v^D{q_9&eO}*NkfZF{bFw6y+OL6| z{;vMDzN)_Z;PrL155Zgd2~!u2NXO(p^wTHh(DLY#V$6(q#G9!C2bkSHawi1S_)>_5=5Iz!mbLkF(Js+eVJq zvTyDmbgV+cTCuCt0={)SR72ZIk!Znlawv&%A>PF;r5+vvdu?^?%W$Z1lA~Tjy@yLp ze`}}loqjr48-7_w?Shs8BX9_)NOrzcnCEibH^}$QH`f10;7rh9FY@D2uFQ1N;y#$@V;%&(sVKSoTHGPZfa0JViZ>4|z6DLN@#Nuo)}a z589H@Bz+LaSgVXBp+=g7`}QvXO8+H)r@%52A6oHN9% zpP#%04CI(RL(WG(mULrrB8aL0!a0gwt&_W7C)I|}U5*ZL6>@yqtCiGnwFkPEujrqq zvs#a}J>x`H85P+ZV=tYWKJ?bpeb;>r{MiBz10}Uepz{GdwT1=O1mfvK#|QU=)$Fv~ zVkdY88|7Ir(Ob|*f58)I&Y7<~_$oSY{0kaN^Q8rJ&^pMbyoAcUHLm`5)umiP1+a!a zoKg$e+Sp=Ii~LV+FXkm>FDZB+Fv{PWyFcYO{Z|6Lwc&L8Yf=-xf!&>riuiywIyA=k zgw{F}%%{$D^Pa(FY05gZ1E-Frph1V_`S2POSf>x*etCor^&I@U8?at{Qs$7RwV1QX zO0MJ{T&W#uezlDfB}a;bK;I|m9=Hgrng0=*H}Ip@NGpIRbck!&<+lYEz^7@C^0&4T zW8N^!v+LIq>V4zbgHZL9^2u|VZ%yHKmRIh`HRKfOce>-b_}a~XyCe64Gcb#He-C8r zhPnlOr?|QX)NU`n(JjTFgv!=i)WQ2g-9e9>q=j`SUuJV4Z(uDfrC$F1{&9h>po6aL-A+im19e&Iyc1r_2j*e>65=OY7|@L~_)f$a&rpyQ&T zEvak#V}#J~?LdX}r#ZsvD$EqK%H80aRDuIJo7A;D=v#G3!R5OP+?qU`=qsXeil_6@ zjsKoQO;_@&Zu&8W=muTk1pgHGn)00Gwi+MxB502C>IFlkgQK*00ej$vf3W{1%<5Rp zjjmSj}qy5an=1Qu3lCDS_n8}7w5-o5UR3(jZAb4n0H9Dbed=&J-dHpMJ8uoYr?Jx2G zJ_H+a(oGLZdQW|a-UPSWIwT+-AwBXu?6kXbXI8ct^&CC&TrkjPq7d3>>xnP=3$WKO zV6ZEfF zI*HFH|=>HSsW?$RcNxO z(*vjpPpu0nTyH@2R|$7454h+Gav|2Cf*KCP^^Tr~ny0Vc2c^_C5|EFB0Bi{vpa4zv z_h??q@H7rGB31_LhNkM5$)AjY#TNmN_KdU0kD&Nfl#9x*U@o=n@9nKfDl6uQv-h#@ zvfWg_!sDth$BWr<;rzkeNqWN5;P)VBQ#o&5K(W+{zDWUN5pTVsK1qLqe&{sHy^_{> zv#%Lxt~YM#MbVWez~p?cUxdrKn-t?aVr6Lr6~;4=#DAomaLD$+M|rPK!&!fYeJ&0| zN8vjTRXZw&qZ~I`($57j?mr;Jpa zqmdb)yrwohC>9b@3^&Sim);ruemC^zyT~1!M^bK6y(JE}ALw0dFeh4@ECmPp&-mev zH!qu#)seGAF|tal2ziAzXd&-gyGc{@p*h0MO9Vqj3t1e_#3a>ey9(p?EVyP@S&}xB z;aOGKX?}+7G7KELvr)&ebB87M?&z1ggN}aIn;FGGV3v|wJc-Ehm*q z2Ut`sL#d##Lqna|89L*GI6&A*Kd3de@&S3Ed_}4+Ie&=nnto zAvk|MJS?koYRqgzqC{^Yj**Tj7u0HMH0Ph`;DaBPov>UMT%2;$#Fi8KWZ3-Oa{P!~m-oG_!4}38BN-i4 zYZQ@n#Lq%|dLJc0@UDUd2k1K=Q?kuU@$nlCU+D~Arf5$^1(f*EK)&%ipWYg7~F!Fd@X z6+tcV1@=Wzr6j2K1Ua`-O%>r4i?$=EW^1Tbm5Q>)X(YtoSWOneL6RR{zz!a2`&B;0 zxpRRQ@}{PElETuiq|Zw4lF`*y0S0aXeLVT+x#?(qftv>FN&SZv^oT739o1EGneK2l z49B}Tlhst5F1Lhzz7y}F%p}8Rm;OOV){{Jr`)W`766X)@dEg4|-CbNh`(tUjUL!Ee zJ2)kG+?LqIt(c$=g) zitYd9c)XbOCTT(1biZLd7JEq#I2G|Uc0`y$QWu_T(6F>+zRte9f#=%r zP(!ngJk0*ZG01t!wb;Fa6Z1a%EObe`>^U6OoN2B`VLifv?q#n0_N~IaKwVGf)LLJ= zf4KK~bzE9P`P3hLlgwP|HrrF2H)C9T?R#z8m3mSNJ!6}6MQCaYbQ_Ort-Mn`$=;p* zfR^28Dn&Rtx}Jdp9S9rh?&BC{d%!;048^))k8);m?{~+9jdy==$jU#VdcIm2zb3T* zRPRff_}z&|(o}yLGs(8xdCA!;Ea0x^knL{u58P-{to&9^Ym_kqCTBCPzb7)iMMfsC z$3Hz3DLk~*3=<;mL|l&C7BRq`X!j`Fq&1`z%##)?eeAzDhq@PrMY&hni;7ob zEsDGK@$HxW37JzKd(MPfDM!P8kGLF>8r3s0=(|mh zrXBNK@ofpz(nm@!oYx`-MjeU%GiGX3wJ^zX74`Tq>!G>N`d8GHD8~X z=C@~bOicP%;G_BVb3%c%oBq;5byx4m{gFRKpNf7L7IJJcQvz(5*>OpUC52BsINkw zLT~hx(650H-uK>gU!*oqeLaATwa)MF%D6zDgCLmeCF5 zXP@v{E^U`wgWbJchZIYn5*V7c@XM_CKYm>K`E_iglpcyp=D7-Hkqyb!U#nS+hs~ z?iQ6T`U8J%Pyci=W2C2(e?V{}jJ{-jkWm-+<&K8O>Mhr`^>q5fmq({Y&xqO+vB_P^ zUPmg28_5k^bT$cj6ubSRbG0kpw!jJoJNRZMX8zRT!`zQqztl?5(=>gD<6@*I^W+>m za$L(&F*@A!5|>Y>uVBWU^seboGp_lIgpN}m&%@1oI!shpsA6L!yX~!`eV8XaPsILk zCG3?Wi~5roGP|1fsjMc5m6W{pQx2znfpo<<5UiZhA@1C#2 z=-WB9h>2Nd<=ByZdX~tjEsiI`1?`-tTUwvwamjbnBmISg$H{Y-pc+G_Q+9b7M;n#!eL>6n2(B}f%t%G;jMNi<7U!^ zg!K6H@lO(*DP??b%>7DUSF@-JnOejwj(qO=UcF^D4^;77OrMzU@{|t@H#&W%(U&ZFSLKB zo+8`%X6QRlljKf`Pvd=Y{`h~Aj%HL2J~lI?ZuXPT2hOa{4Yns>&%c{ljjm)3O(9<= z2GqI@_18=s2z=I6W<{hPhGtRAtxx?FpWp-7v zPg1_(gEbkzi!jhdYY!hX>cpPVelR~Ui$`buF<^l%5(*{j*X6@lfny1F^QmL1`ZX z|1+!0SL`wFGw$zUleAEN6>poh@YsAG3MZ>1p4^HM?CiDDAK;cvLEoZ-1+`+@m|$I8 z@d}Hh<;!Xldoi5-3OKsk3)(M(**C(eGN*kLr|J3*2b#oc)HQB#D=uo5zeW1Nl(WgN zlddIAN{UNq?{#Z=^rJ#gWu5IPo!v{Qpm!!#7xOf@ItdA$N}tP6Ov7B&(> zy@HE5xs=s526Gt`tUuYM*EmMIj<^%t>8{ew_9PYNQA&`XCcs_jLyllu=Q-ytN2)SX zXlKaUf%NRjj}prymQT!` z6<9K|FcNOTd1DoB9t-vPxP(k1sbz@RP;Lt!CeFSUjeTQhW@mFpZ+ih4GvgGGoSii8 z35t`{`!Z@H`4?e;HPZ+SWcIvFznyj?wO?wlw2HnOp=(BzxL)Z;kN=qZP--W9Ha-Ls z0w?JrRtgLVT6mP&r83GFPORfl<7nXQ{q%o=-rxeght*q3QO4Q3x>mZYxt}{<*f*<{ zWP@yyX=W9A>7`M_>9*p|j_zCTiLS@?@r=EdR#j~d$k3RKiRn+$I;2}(QQM)dgBLQ- z_yI=66P$y``Um2M{zIUN7Oj7`tBRb6hvWpF~}bsg&uD=qeGto%z%eR(=1pw6jS{ z{IS@sv6o_xCEiONoUz51RokyA_yRpfwXjj!9n5AVSejJUe%)O-(jTQp`xxIY_f1<0 zY`k;9)IbHe(-#7*LMq-f{lM0JLT<4#nG!Qd(U4dLRy%sT_e7kFPKn8y>AOr>VopR> z54&jZE!8wyYI8iDlfCf`;_iKY^fl${t=JYxh11Gq-1Xhp7KO^7Bg#&8#T_u2_Hq_f zi?NOb_lxi;k=G)(N7M;_zVH#9c*WYOY@Zh_H;***amtRCoUHHW51`wuRRX>*>mEdn&vL-e=#hnN%&Vdu&YXlh~5+j)d$f zgEOj-9=a0m$?HaWP5}$p_ZBJRVXw)q2d=a3N@2OfUbzN4!pT`hm1UOI^T1M{3oGBD zhm0$hAT}aNOH@-77mDgi=sQ=b2hD z>JJGEV++L!v3cXGB)v#^=9xIANc52my+r=19&_Y$?+@D< zzCBzD9}i#7uk@CVTNjKo!Arj0-qzmA=^K+{ld>jx6RRaPPyCp)JMCr05pNBxb!efH zlOF8{@)3OYKb%v-I)}Fp?;J5HVp6z0EZuQf-7LQlel`k+Ozn5=JlXDky_i)}oI?-$ z7-?q1@%T)HcX2{oEYDM)livE)Wx8LwpE(oRRa!{5tkp)X&@=6dADqfN(=#qDCbeYh zv*g?yC3{+8F# z*L;dz_b^`z%=e*|p%K~>&(pLOsYjB9lyfPbl<67Y`CkOq>6c&(JP{rAXb-E4ZHcz| z&YSKucj>T8VH?ASxXU~7bCRoz^{hv_BUCJyj^eW|YM|kvjiejbGFlidaa7!H?Eq`k zrD=-W*2umCrFuv3tUqk;V3!4yM0B!V=@W>;>);)KRj-zMDrtDq`J^i;kr^$$s%9Dj z9M|J$b2{OH^qTe&jQalfS3|M}(`kvy`(cE7i}`Qd{xY$z?S| z1=*Q;p`kDr_0VyA7>nabXVW(X#{^#lcZU98J-;d3mu@OYZA;nBIyk4pH(iKYf1e{9 z&;0l50C}`E53Rl-- za_)5Xcb#A@cx)@H-j=?A>rBMeFuxT+W=(=|N{`U9hcXA#w5OVkx^MwX>P%u|xr_S5 z*4fe7*$CH|FlQI4wh4}8JdiiSg}bN@l={Mg$sX+MotN<}<9hl%axzjpKX`|Dn}Gp$ z_b2(*;sHAy-o*@IyYj0&ud|-(f%~z$qU(~QjD4PZl-f52O-TomomPpB@E|hL;vNW% z(hm8nphlkV&j^$X{b1%7&&lU)PUj2f9p_b8`B|Lra1XfyA0$Nmw%2}$o!}&1z31@N zo#QR<>5_gUHDBtn)Wo#7^m(3al#m;O@%k6)wT)tilwT>RdevWSGQ9U9pxE1SbI#1D z(?D^)fV?#lx|>_|pF`z?CvoV=5||b!uiZw=kk@QL*DRA#26j>iE~2IOLdQN2w$^(1 zI(cx}?EuwF+mh~j5939;>Y z&x_$~O(m0b3XH81I6AoK*8NE8RaX*{2E&LvL`OT#sEIanJZ_AIf*(Loij!(w38&}X z>Y3lRg|}&sS%7f9Y-CV)VPXf zGAPYtW1_LzxI#W6E4LXk_JSnX>9xm)8iAIy#u0XZs1dBX0g>QPjG zMxOAy(0g6SBlW9wPS_#Zr5oZ3*7yx%mz9z#(_7!Fv;&z;1gG4gESD3}#OC5ewOS}5 zhSMv&fwDQI*wq8*2OCJqBx8E0pzGomRt^ulNMkKL&~qeN>U2cDB~v#D*+QFen_j1n z#>w#y(gy@Ei9R^%Zw5)ZB2>ZYW-98?!sKj)tddr9^D3xA0du9e}eP! zJ?GjOoYE8}0hZ$poC71&!s;tjqif}!QWVauIq~{>&Y30^q@j7pfuFHGG?BI89?9YN zLT=-w5yje(o%vgx6>pl@THMMRq#XWrcj&olW?5@7D#H`xQEjvOqPTyIzH&aA_8P)h zs*w%ojMkwPO@v4M1=ajeIUk7c326?gj%oOfN#ZWy0ojsmaWZXyyY5NYiL1zhugP~Z zlQUV->|%CAv-!>8wITYv4ptY^zg*-ad{4rpgqPuW<^ZxYPMB}aPPoi&q}w|XR_bLq zpIvzJW8f9PCq?-fiLNDN6%K6}Ia3wsf0NG5EU=S^IvnoD39+Ym2Tao`^tASobUEFe zMABA<5n=X$r_&Y8G7@LNW!A6o2kUUXefaz@cpPmo{xSxb9G`NWaC{z-?Z8aTI2CTZj6g*L9q0a;LFes>;f=SGdHxt132Qj3nVwRGs{?XekR0eruS44MDs%;+{DKUS}k(%F&?WOVN8( zWsLf`$7C}ag?=|YJKUtAH4>VGe4WR|J{{M*v1V1%YZT(lVzEzGw^qSSm8>Srgi)*n z4e{d{V;07lznYj8b>l$BNe%cgKg&Us%8x}aPu;REu)>`}h1y1#g--k-Zpw#nH5?)2 z5T4-Wyc_qe6R2X7n2kLc-BX0gq{Ou&3vVq~Fu-)-2zeANbD{CTC{MC(E~^$fes#It z+~9j#K^F}WIFEGze`X7w`*oNB({M`PA! z@(Awo>Gv#+Q|xA;7XHeOL>VM5o6y=?fJ^5BqY24pVMbGw_NUGMoHG~W`g{>&ZwVSb z8zbou_qGuIpvqNW=PfUV={`~XSLjCuV{U70WgW1y4bmFxdYc}G0@z!iU{UcdgWL&~a z`%T!!tR2OS4t~o#VC;0UYFb4t#44~T-kV?1kd$St&tg`@z@)l>f;|%%%Y&HRFaAS8 zZNg#Z|25vj?^YI}3@)obg0|))m+&#{U#H+<%{XS==T8y5v0sG`Ac1XgY-}t(<4+~= zslCV5W#d^@G(|>9HoOHrc)v^(*7H1Oky5W)hw-^?&s8<&J$zFKlbp!xX-$fz53F>z z)!52n-C|9s&I}&N^R3HUXdtR$P`E1$XCw?k0e?_9g}UY_$Zl2gFNa%st+$NagJ{;j zqU8RKJ-RPXu?(}bG3?cG%)d*lZ-?neT{T5(0PDehxb#_J*#8e!aY;0LXUyd!gg%60 zztFnQdDzX0vy*3=mw9~;mx_hr1TnKXK=}6eJL8t$l@%p3>cy*EeSbJv?HDP?aYq@* zjENNfW`^2?2%#Ivktc;UjN)#rc$;{OqP57Z%Q{_xw7HdJ4=1y}rE*=r@!Te%9F)lY zzRC$?BKKESj1(^kO&OKbte&g`Q_&8H%!(sI2HA((#mBg?XM+{A8Kn6$PdB^p315PS zT(`oV+hAxFlMI+yeMp7KiqB&d&-EntIh5q-_c%nvaNj0c^n19U*D(uFUp&IG^{lbP zh-KaVZ1%F=qZNP3OiCjY@fw|-p1A0K;JcrhCEq@2z7R|H?)PLf4&$pKC~p<=fcxOz z*_XtW-^G97go)BNae-J5p4I}e{$;QZ&f_lNGIN@la3|}40j_MV zIheHdzSbYcGm>N;8@G&~tn*SWcI97ia2rB)oEP=zJ@b&*K}{qbbDdm{jQexSNSxOq z<&NSrxxwyF*P_PFwEcH*V+5U+rk&?`{@5SFkKrEoE>_hr{flWmfYPl@Y{Au zBXO;3r(`HCV6Kf++v2G@8XuBWRF*B3`LIjgpw_=fjWj?xq|So%-Ab)0MVZI6b!b9c zr@l@dO>e{RI~AB7j16&LIL3A`x)>Q|BUX`;pzi{eXk#gZdvKBQ{5=T*1&p%62Bg7D z?9PLQt71K+qOFGgts}~n%a!K*h3-RM*N?8-oQmeTiqoC7yB47%>m%PW-2UttlTw<+ zFOBuYjZ272uAV;Ivpi4@$LNpd4OYAe`G&28qn^`rU37JKIbApHXO-#V7-J&LlqhXh z;Gvd|(@rbu+0*7D7>@swIw@JGM7P^7J3cvvI5W9Ex-Ni??hUhrO$OIkZkr-*2tM(6 zQsWYSi)|lgPiU0fBIAg!Z?Lf$Z)FjSz=B&YT~~VBa+B*3=S*;xbFFt=R4+*@%`tr9 zNdIx-Zx zFd}VJ#(7`5W;0ia4VA05LXN7={?5A28O|72GuKqt0rH&kxw1L!j`sGk>N+`#w9ooS zuNElg`5}F1a#DQXgmOt+QucY)Ye&qT$~?z%*MYF(VIy1t=RL!(&soRcs#DJ?l7!yPysdL=C7KF>IFx>q_MlTG(G&PG$!BRF#n zQX48aq~C;i-Jw`vOpJ=+NT6I?FZqcI*L zRX_)ESboBDE@B&Mo2M+4a$8Zsnt^!Vri>rF0|Hv`hR|5e?Mw^*C303o|L{q!rnVW< z4p?tjjrC*}-Ii5*c4v84Iagi>Ol7k}pp{2Wy%8T4pFJ@;`A~X)e-1re{7HRf%jT$H zKcKuI@29KTj6UmSGh8e$pCx4>MYSt94I9t2lRm$vwkL~E4wf;S$f=I#@DGtoqy881 zQ`lHXWu>if#3*E>8^2lqlUmrSIoGt10%DFkY7P8+{PslB;v)ViFxb(**!M^iDOI?&e<9Luyt21;ph~W9+44QJ+epGcw3^mHSjV0QbK{R zKYYCxyCHFY`iek?6=SdJejHvQvR(K`XG_~J(o6Fvy#(jUZB`GdH|SJrd!m|G{?42d zXzzWMwlBG0%A&OH-X)=lqTOCTY)C|b$Y~L7cLV!zx;|;}pJo}4t%b5>U+7*R-XgMD z#50$wrW#cOT3TZKg|9hdU&KvHKAtfz$oa}yIy`UG+oTjN$!5(56`)rpHo;gws|I2mH zHdb6`^hag>!t<|ZviFVu@8C(CfCq3!DImVKYM9IPI(WC&01QsJ;^YYY#r}o+xWo1Xo&XszF@M0TC6Brshs+%$e08yh*;YvjW=%aJP%xuK>XqcW z$%RvUrQ3Wr^byhs+fH|d$lj4(Bh>J6&Q59tagu&so9w^sd6ZGeGtaZr+tr^#TOE21 zid&HGXPUTCnhK{^kmpI8nUURL^ZHO1MA?2(e^VNQJ%7e;sI*cC=6hQuyYf(KF77Z3 z;TAB=_oL@{#)FJX-iW~G;3{jkQrG^(`7vy3_>!;~cXmfFrH`;GbjLR?<4EfGIr2V>2x3DM{+Xf&UrZ49f1|O0Y1DX?u8Y3 z0OV$-TugS!)5OzwP~|Y|;HmU6G(6N)FKB!+HVP(crKRcp-~-P8&hr+t40&zQ9&uM%(H>^$te=q%!_jEBcy^>==9ZqUp>sXEWXfu2Ot zOnpvKiFCPV%fBg0)kC(Nj(;6qM}mDl45U1AJz)qg*Li|D;q^+vfAk-Xzf6s+;@x7L zklC7`Z`b0zpVGUeolD7?vMzOLdM0n*KwG_qP*}NXYvq{aZ0DNn9ALl0obOH@lZTYR zIowACY{nG&;t#>W*C_+gzqPRMcl?BZbZ&a=eZ!xHEp}IM&b1Ynr<&)2oBaJed($(g zuTRhG?d`9pE!1z5w^)-(AYfYhkzfp2S9`qcP=3zvjSNf-s)kFrC3RPVI3C}GN83>r zrFhP*WpLix&&ltx9zlyJfZ=k;{{19Ioy51+08$hFG#2YS zLr1g%fu{bf{xSZFfk#?>eXkiNPLx-nTu)`LS?Ks1Nv(x!RyEGJ&CRkxMJX9p$wkLV z*9P||_dODWpSk{Zj&&AxhB>C&>)Tzn@0B^yTmdio;A^g+Oh)ze^=X^aUT56!?(^A$ z<4M3t2Wy+iiKeXZj?UrP;EX`D|29rEW&Gu}u^}Jan@5tN3`Z+55eDi8xrwxg?4YUi zFFII-ge{_*IFpqJ|mx=s$Ir0*Y9oao#LJEJ?*Ozm>zhmInetIf8SZwETNnDJ?=y8aq*llZQ*pA zZ2gVLb2;3ia|;v2xv-}FiVYWlFDRf=Y|~JvzsGIwG!C6v@z**o^^gY9r#i$u=@;s) z9rpd~9Z4GcD9=~#8Q%e|FkI~}!X>FI4qd;=qok2^giBd@%{ycyc3>UK3+K8AI^eRr zgDPaX6`;2>RB9!LlY>;5^W`h^U$ZLCZPSGb;6;<*uJ59Q`m3CcUE&g6ul>}s>IJkB z|D*eS69>)WQZw-Y%-m%12YLna`v>`sdf)m|(SY>}rsEjU)ba?wh}Eb8cZeG~Up67V zD3$~?fqbxEK=xM}rOh)Wvc^y`#K{B6g-Bv&m@nKm`xu4wBRKcHBY`l@SZk#Te@WSt zhUyX9WIU68bQE@6fz>(*|6Z3e0q@YobRfQTc4#%=O0&Ues`X;a1Pem^RDc!Zq67-dECi!s7-M| zZ267r4ualT90Z%9uGth_Z7%H>Jo(G{T)vOK{(%~JK56XBgKlk?v(Ui8ThfB+cM{)kMuRK)E5Wluw~}>dEi_$m^8- zYJSup%^VjvS^ngVbBuPx+Hc#osrZ4Ap5_B<=_Q=z(?*-kNq0OH%oaR|ce&I52MlZr z$DSYgq zGWz^EFNsiAz`hx$X16IyzV|K*d>Og2r zXgtYY9mon?VD#WwE@M6X5l_3x$}dn#r`m4WMEef3U+vXlbWQ%I@4Zg!h{x;{{5kW2 zQ;$-^IpOD2%PQgW1F;|Ztc_7NN1G$ef_SRzMbk>}-0Ezeg+Z1>TZAsSzHgv!s=p@c zeSat`eeNra(6#gk$Iw^JW~r>cZ|ORxnFFjut2W)f9yqYKhh;yDj>H%eq3Wa6oQq=e zF6+W0X)!Kt=RgP=qnzv_wrBk;phS{AcNDH&ZW1f2Z@Dv~F$#MYOSNcV~a- z2R`7YOFT#1O3&~dx}LkRu8JyIP--diAWmCdK`ZLf!<&i||58*(ljJ|}V2s2wt(WYj zgN}n9-TUTNCJ^zu)=8^6{nu~((GT>A>sW`3k^0l%{{k=l%lw7>OZ@KwL$%|q;8A7{ z5RbuhpU$8Y)X<&Ohm*dMZgx0%ixtdLW^3NG#LrqKmcVhM1bc!VwKd*|(g3RbNU18y z);=ITAJDdLk(bHevU<93MStVX@H+^FLC#cyJ`&`%6zk13Jp2-j$*6q(qQia)yex*g zyCW&3U9CFk?N8_(^_QWZtU*DtEel#WrGcR=wt9orErdan1Jvh%Q5YnlG1Znv9`2t~ zIDV!cG>5Oq&R8PfAx|kch~iJA`V6G&`Uv;gtYAM|h5B@0yO5st(j1I3=PoRUU&(Ab zi5{pK9qVl30P%?^F&Z{Wqp1fB@P#vAFC%d{xrTNs77oex9iNG>$g7Jar>vM%S9*<8VI6TM zcdlA3&HeC69EKClXEZ4^|AHnzrW0O{ow^Bq-3SuS>Pv~z2$Y@IQE&dM=Czfxy&~hR zm@-+~M;6g>qow|PuoBrul}IN14t3x*5{J54qv6Xq!Q6i1WYknR4H99}c^?Y~ag9#) zCAzK~j3elHvVd(>B}MBzBef`5afLvI_u!*j9|hPHI@$}t_G+NXax!z);;r-!zDh&t zn-bzzVFUYZG4U*(6lZarOJUXfpvIxDZjBfIGx;Gt>vye*W?x(^Uj#b^ziJn?F2O57 zla;irG1d6~zht#MAR+JR{=YES(ErZPn3(~xw-to%iBX-z(fq8+SHLyupaLr{#4yr7 zfkQpz>~qSpgZa$_eaOQTeZlJYL5jqipe$GbrSU4Qg!4X8D< z(vJ_4?N$!eXbib%KcL!N%g(TsO6QuH+wzlr7NVjkPl{>>6t%zpmp``;zyH@bd+fqP zXF2u#N|*-gNkuDxGb~uM9?35{d4GAs0F->SXdVZiP3+2|VKptZEP&rV(E})vKZ6K==4W(=ZE}J2s2=lX2%MdN*k!VUihmT2;_KBKgysNF4l~GoOc&2^9okLXGd~@kcQ`q`0WbPp9LYYn7YFd# zxUa->^=lc+efiY+;Qn`EGGt0O%qw`Ji>bHUQ&V&YRh`6`xdP@}3dL?|Wd zVifxDZHy|1cpc2YJtv6=%+>*1Lw|nues=3?d}cH#?zgljNqA33wlCOeUcSPu$~^7m zpr2Xkri~Kz@G0|oE2?mgce0Kp)#tW?5NxA2PBJ znya~=f56;}!B*Kw{ac!z$bMKuSy^j-Wdy$!3*eG5L7FK2BCUXl(T7ULBc6u^l*){W zqR%~r8ls!^9b@1p=BSfB@TK`TDa5|QU=$7Wl}ilc?g`KI8?!ta9@SA?s3*edDr1)Y54q1rRV|`xKLM9& z3mmp%)MJIrmb{TWrWf{1E#7-Q*1#D&lNVHx&6p)mSc~&fr>&u%^bVGnO_KSgi^E7VpnqKnegSCO#OW2zbw?o zFj6{@6g>!s$3s+Di7<$&n6+6ERxJM8CID-rCp&Hz)bSx|HIJ3d%4$)qn{<?}H;42s~hWc?` zvtjGaf*)26M%8nwzHxkZ3GP2P9ot-jLVev37EdE;&0WmwOM(L9s{%Z@sjO9_U~1Ij z|9dC=!;>3}a~|AhIs{W$Val)v2xOl>vF$Xg;nsHx^S=oX&`-k<0Cs&sf(sWj( zee95rs72oM#(c0>(ghDEh5In@F7sTL@ErRy)@!lmx5a7Z2j1QHjQb4M*+bSXs;C!y z_IoQ9hTv=7$p85FM9W1jkcYq7kT=kpea8+HGKukd0)Ny4)=<8xaRRBrTkOfb&0zn# z31cde|NA9RE`xuAOAX5@f*z~H@5R_lGO=1lGS*(R2kc>|TZaqfZt94;?BEJlRF*SN zHyC!q*!h1ZW1=;G9wSU+G@KRA^HkrmlRsrmf6dq5_&uEDY_%8`TU+iYl0Mh}*uTE< z^?ss`C<_OwD647S|7w%wxLtPQyMtge4dd_h_S`t0YIdP8 zGs4L%e8*jQc;^m&ep}YAAyj`usR1`~MSrpHCGf7JnG=P1?=`3+VD^e0PPM6gKbFey z3Uh1@|5tl>kU#wAG5ee`H<-`#Ge5SN!|6ZtWaVAQtUU^M=#aUIv)fKO3lHE8dEhQ( z=jw*DCY}7R#wo^bJdk+cfY{Bg!%=)VfDEOXTjqclTE=9BNi{rkYo&kvuq zBv+S9w8LV01*7T$U-P+-#@uHj&wnF(b4i{>7G|-A2WfS_e&G34WQDH680^W2Yr?;m zhaO#IJ@ED#5lac7<|D#f|Q8gznE^)fNC=mhEdI}=iMkgm&QDUY3LD;^I6B?#U8;o z?+`QfAriRXbm2Uz^Eb9}#}#1R z{=rqolg!f*4%`3er`&;a{v6Inz{p8Qs{|*}xm3Q#*!jNgGAZ!<;$WTEr-HrDiqn&m z-WlHHO|Io7^Yq4ltl@m@Wj#5Mk7IA%#jk~o#-Ct?hS3A@v0gsr^Y3yWe{tnE_&=}m zoja^DFIZ=E?gjLeDpF%!on<~}77kLAy@fTL2Zx`@MlH_qPQ#;rhYwUPbQMF4p0Hbf zgMsyko~)Z{VF2oeS5z;}S$+Os#j`Q{>M~l!u|BNltdu~OUJIVhc+P1jsbO3=&9ub- zx*ew#vhFy!PvA5;Pnt=c*Ob$xCf;FRt^>37Z|?Rt(gHiM#$*!U=CQV}rrI9LQ!EHm zJd%-jlTkLGYxtSkVJuzeO`PoaGl%yui`$yDI4@;^dHjV_{2eksw^8>j!JFzn7(!h- zI{#AFR$%S?Hp9Q2?GE$2it`NDQQ>{&bW@*tucFifKife#Dy`#;HA4EC?-r%MC~>6^ zc-yD=bppQb0!D3J)=XLa$b7rUm^jB;wtzaQ0{O_;c~DgxqaLqF6}*s>+-06-lK#8i zP%o={Lia-tU>~HD%KammxMWM~1<AUrVx|2M;S4LK9%ZFUkPrUOytb&_) zPa;p_5F@iFDLj*SUi+mdAe8YWy?!8@@D0Boy4A%0D2s)_*G5H&C`ED zen&;tup89tjo1wzagu0aWu~LMi0WQ3ml^qt6#Oj4=(TxP-|L0+sxV6H>yt^Ezl^Iy zJUMFRHy#X?-#_+sufMB;K!S^<OnNv-YfH-ASMuU5@pp5FLOaoCf|9W2ydeJI3oW z10;11qpOrSR`}hz4QA89*r(qL6%IWJZVD>F+gko$Ib70S1Pg)2d<`|%Pvf`s9Iw97 zW&>)g-1JKQRG!o6LiRv6vlH)z?sWau^0Z5!L6oI5@gF`fEB)Qtd{>c+@->B2*Gjm^ zjwVSbo-aEb*hYA8HB}eke0m8t+N07@3+Ff#QL{p0f|G+&wYq^O}Qu?1X3Jtjo3Fb?DJkKALsVmk#}^rNkqdKwqJ_v%TpivE-NP*|qF_MZt1 z3%1cR`6GSB{KEnR{FQyAPegQqt-hqUN0DE9GtH|2wo?-p`o@jm_Ok6nVKW?FfcvIluc?)JoiW7 zJbuDH4Sirg$13|EWvw(8u0f*SDcD!8BUShI@k}wh7_~AMrSJYfN9O=uSGx7_&4VPh z?Wx_=w%fE#ZQC~Q)V6K6Q`@#}w@FS8H}5Zf`h4G=X*)a}I^%eF*VDK(wo;2sk%y})9>wWO7DqCCd8Ij7a!J4Ki$Zr0{-gFN zL6YXOH`|NtIbFUoDK|kKvXM->2&c>Wk(tUK=PxF+KUIs716jqPiBbA}bDK~>|DV5e zAS#qMIN$qkd<+iZPTox3FM$KW%>ML&^IBe`gx*;n#1y84bmI}67b;1=m6cc&xp}0q z%5XKoC0GOf=^b%D`T1TrvWnb@8Q3pH@s}i0Cc?g}j%lb+Rxy2~p*y#`f@_|uk$aQp(XxZlr~2 zo2|+EKwn&ZW&e{vId8eRCf=-pi{20MeFHaxRRiwOYU8Fc)i`CA?_0~DN2RU%2m_{C~=5cgat2yJ{slz6_cDZJf zjxfUgj43nmVdLDd&`oAn+kq1fm6Mvw{GMP|?TW9mXMrcZZ@hO)+*^;|C-^7&E(S(2 z8*OkXlUdA8sPs5vrE%gk;exbUc`aGEBqlMB>^8o(7W7mfsG$o`v8J-ygL{^w1L_ZR zv`?Y2a%OTAm4D)Z>myz=zcTl` zWzg^?_H>N>7T443@l^Nx@MiRv_kRlbL;bZ>T5h8^`}ioS{RVHPD|LQ5DxF(YZCN?t z@4$?eqdv?4HoTFVdLlkiQ<%XyxI)T^&TX1woHMWc->_ZoBkq{+t`VogGKcxY>V`+U zqnx*y7k*B)aG4jBC)vsLIIW49Gteh)g3s@J6T3X-LhMI0p8Mkz?-R6+=K}eRFEE)u zj0HAlywJwpB_5U|#1&R+A*VE&4D;>WQDOF1YY+^`FmsiW3*^5Vx{DcNPUhiFlHRM+ zT-}|GT_yMg>B5(XXG}DaOqbSSkHfcwO>!L}QLdF^iZT@?Qy*!sxW)dT{v>cc6r~5f zonqH}F30Ec6pmXI+n$MB7roK`C80mTG+HA3e7E3)dkE8{7GiFCj9cgmb5m_T;%1LG z(^73NvX+sqno3+}KQohyujLMOeR1*y(gSSut0PHRapP6w}(r z>2s~O%)D=A-n1K`Pn$?rYb8{!W;9&!7poRk+Fo3K;V^vNIscPWx7L?x;0h_K2Dwq+lVm+-6#>+ro?})(F z;Be2xSS>!4caul)T=QJ_7Yudf=3*|mcG*}*7j_opFfBMy0lOIbJ6)(^wJ=6n198n& z2Ui^|41@)%Cbv*`E0ZPW3_30=OVv1MZ&!CzC$(Hg*qrbi?yv6dVcpzGTvc2SR}A^Q z`!4geTzXf)3N`jpx21Np;sOZVK((~X728`q#f^Jief3!{8lTgluK$9 zH$nq-fFq@AC<*!7od;b(*DU94M;M;(D)6%}qz8Y~iQ@UHd#TMs)VEViuU;)U&)bd3 zKb7NW$N9aTd_TO^yo0=DLJf_sdVO=Vb=!DkZWHHA9($&BLHNLKJ7Cuk3W{e@f_EW( zXCm(0YH}B4vV4HatWl2lI4+!yog@|4Bcpe#nj2-}ev)c)FtO;0n!=ggkp*R5ais^9 z-(snbsKD^&wU1l(smq(tjdce3-ewIp-utt8?~xpJF#dh~AOCcJasJO8++*ypo}1t8 zrh;j1wTCi!wU9W%ek&xFrV8I!K|V11=jIJ-2??Yp*kkcz$VQ-r8td%uD4`Z|beG(7Z zf6OoHCoBTdYAqeZNwo`S*M71Xv!Ep(gYLDTbeW#>6#eimX1*+!qUg(h!AZn%$Be}@ zTLZV&akDTTL{m~8OTmzTfrakPPy5uKgyy4**vsxq()>1kscDck@|~H?7nmS1%j_k9jJu6(0Z946XS{l7L+}&XO}R~auVDz51BccIwzB*5n54)&y&iL8s3L`S0%yvES2sUWxKH3%tOzeQSYKR1!>7`y)<5G ze*LyJLl_BbK`&@U+Fh&-q(ir~OVe{?w^Nw6(9dS#Ii?i?)@L%qCxKfo$7d;1!Bi8Q z;{DqOBk_VWKtW--7Ct`G%tX#eVj&$j_(Pu1Rk0^kc}KY&YKklJa@obL@Jec`)O5^q z%Ff2>FJ&|9_LpMYn~Vn5dSgg%M=-PYTRUd_CQUlrXlN`o7n03pGpl5hu*wQBGoy-G zp1$=OZ@;$DMQ?1h!a3(P_A>q*Vkbl~aX`%f6d ztdq=v$}64#;mb|umYcad2hnfL73&HGxZS;=r00b#;!nEYRA?5`la#!ggzA#&X7qw{ zNn=SwKW-{hl-%+!uuTtHvRmbp(tA*&F`x`hg<@u3t&(;!c*>{w>M;N4Aj&$G2}H|` z{YH#^K>WtUp={z|tA;5W3$+o(S}^??yz>YnKUpq?_$l&>``9Ceq?A$}&f|czNuDm> z00Z(dC;A6F;u2U!dub5L=`~~rtRX+QiE*ZQItPZ? z7NxY$tOR;=oGRlR3WNxIIDfK0sLj07Z`96d$V)CM&z3La6wM`#;=T9elvxf}lb&SO zN+`YGNp104u7e>g0Mb$kzBrOkxfAxZpM6G{ghpw80?s8aNWkRSjb+4W%hdJID$@P- z1?`Yed#Nwc&!RFrYuq!h*yG^-T8htb?v4gi6X6)@@+%qZEgy*g98m3BcpOfEBLBzU z*-N*+h`qUkcRZFEZw)}Bo}pxG0IO6%Jb=E-5a&_Z=H;p1pca1&Z{I-5iBkJ0nHLH8 zVNd$CWxTn>pyxS3k@w-doo%lM<4cL3H#>gnYW&?Ec573`C0iGSC>IG5U%3ZQf>gc) ztK7)*+k=8vC9nRsaT;tRM0UE9*zyQtQsjWbXq=7XY;QOaQ%d-b{ z&rGzT*_a>{&6I*tiq0$}6D>_=sWvy`FwpdwVkQ(dCahyFsTgQOHt?7ju_d!s29a1F zF18i+pz>~Heg#2ukz4=B7)k0$F{6)B-)O`%w=`ss>@dnOpS}!J%j=N&IY!TJ^aT^S z4WhKpoWR_IcVq|@6Yg=^O#~^=0SbATzPc2jF9n!Y0Vcy&U_$Xe67>DbeUfebXrx*) z*YZDkAop<@I^tf;R5&PQLSscX5&xbCJ=Jj-)2$%v(RK@KnR(Kfm5|w_B>@vT6dFSZ zH<|SMHhM>N*AsMGS3ysjn177nplZGNr?7;lZF$Xb^fZsGUu4NF<&C!nr=Kq#pyyx7 z9_h(^+^q>2ZR%R|th-5@j-rCdL&Eh6=H|x9C*{0yh`aCsZ~7!paFDo^6%zv@JjEV^ zzP2@4Mfr`3OuCw(?_j$80p^c&4k_AkZ3xNb5A-?sqBAnfaRj|xyxEHWWSCVCmfb@& z+!(AY7mCPOp5708y3mGM)-7T0d-C(=2h*#fR8bBnapWTwb>wvvV(wEW$4|9_+FMD? zr00!j%vzy59EECcfjt!V{-sq9%|t8fFeqsWBVoG&p&39r7 zOn#nDM-soMk~wh>?esJGsho?GdSb#kgRX44cn>W1APh;korlx5rr8q2^QNJblb^~s zg~nH)w%h zaf3dlA4vsn8=%tKK^Dj=qc=J$OMe5V{8n$OPu2Qq*?E8Q%pE_j?_*X#e|F^<^NsmG zv{mcjIJc1I@<+%`?Nf;zR2c5}jJT91<>f{l4ifR6`5al~bogTSNMETp-^24?1V4yn ze#uZi%Pcs!kxVpMi~8dX+Mm?IF!-1Ub|T>lNM>656RgHO@cG_Uf{W-ZW`c*R%y#Sp zmoS-%wK$l3cDk1hFo(ZT^$w;M(a>QmfsNcrKT?IhM27d?1p8NtpLZsI8h%n65coUd?;^B|rYG#%>BCLoYx{FFg=6J$a{H4=2rnU>j_zY%XPGtpeZVYJ``&%+Zc1|Qpl zPo|1jxlIQ0GdW=uZt{fpp*m{GyKXJjV_m+M!<1KOAHVSy?)8!sO++cgEoH+=B*iG~Mh5xdp$z zu#St%z2)y{k={w~IHPk*X{F7mlhUICA4>MeGIRr5;W<;=ajvGMSH%68Y2E$+QtuFV2lv9_}U+pJ^-Fz5FP50#5rI|F=+-I$vkM^m* zd)45bM!{4k=!SBN=~2lXVP9O}&ra|(y2B-|WIv}8!`Q87V6ghKW3s?t+=Rt0$o@IS zZk*1U_6bekHR`0a?9+$v)iHnnxd7_1m%QlV7@XZjsd< zmGBm8Gk%*HOz|sA@ADrM=41I9?_erg2&btH?{en1OY;kuq zA3xZW1*qLDRDscGZ4st?gCT5Nh3|e9F==MorP-{Xq@12_-`l^Z@|##tN<^)B3zpJC=ii7Ea2tHf1>$>$Omm=P<{k zO^#!Suf~_L!5qzL6TzpBqVjWF@2H>Gz?g+|t7hetzt3LjBBX;we*;JTMN9`59WG@< zu{em@W;S`zeoVbr2`iLDVN1|K9smP^9E1t7$1c_c9b3 zO;O1hyxkXIohvxw629{Z(3kh-Fe>={FrNRKh0Vq&_fPU^ub_0iX%6KH-a7 zdh2f(f56w#_tkeLFv1t`_QgZ^Dwr1*U>A4WUgNd?&1{a6a2Ja22!68WB>&dZvy$_Z zO5DtQ2uJA>C6#d-mggPQNssti1T$$>?P`u@jxEwBc`lO;KB@n6>~Ve~&3A_Iii)&7d~`)HIa%0E z4yI_Q=26I|)a`_U!6z}XF;TG* zKU@F$H#TS7Q;)}UCH_I+ik8u=s-y|)=@_D9a7DN>$2mg5~r?IcUt+q zr{f-awb=juwDK(U{_^$qTfViS&SaIpR5wMuagQSFDx+hsW1-_Zxc*2`xw7W{P@K1& zH%YJv`P&&o#03PW=+(@{LZtkIgrPV5Okb64>Ow~mS3mc1*CNLZe6N|P{98)%P+^a> zr~B{4c;iodj_8p1lJl$D-86LlVUoN@GZj&;3vWpsU2S5XV)ltbuj zPO|q>+kO3`|1668^>zDtCaANWZ=KWKQg}u89LEZ0Dfcj!MUH(_wI~zG z{s&5%6|e6BvW3dTUyREdEb80q$rzaIzw1j5G1AHSz%6i3I_DgsG&XP8@4!$xNfm{b z%*8uqcyy=HA-F1jq5m!u!|Ul4&0W?XF-E!~)#sV~aJ2~UAMxBB#nktT%pEU62Gbwr zPucPoc_F^?u1amut#$OY_uUB`_U!jA4hH>~;1ZsMo|!AqIX+N&IwymG?*XSfNuOU? zd;qhZjI@yay5heah|&Z49PC ztQI&+Vvq}mJkod@mp`_FUyJw0)eAHanBF>mci^aYPzaZ%$vs`))GU75@*LHU@XC{8~F^&t)6wVJ| zoUz=MIVD5hjxu9|yxXekZS&`@*X1AK+3KC{jgQkkO?_{IsjNZ5Y0;E2$ULZ}JmIaI3!&=PN}W$(d=l(NRaKrc`xSc1>YA zRdV$|FzN9O&uQruq zTz>3$qONC>*I?MjP0otWrs{0Do1K|SOB;f-1OIp$dpmnKc<%ZNptfjb$AIb2bEI-@ zmJ-RWoF_;*zUFi(XSmH5imjyc!W}(*AY(uawGTB6ObHg$M(efA+IBYSC*1WrM}}{IX*#=@A1+kUPpGYd<-1b%j)cbupv7Ljxl{>Ek!}s>Ofzto9`exhw@d zx1YMrDN1jw@5)=3m$?m<)Kw^Wj!75A6R;nvv^ppaZZXfXsMcMt1g3i%R_~^ihBI~t ztXNH@gd#W|xh98|cfTbWXQ=!_p5h3)bk|#_uAtHIJ&IZF>&48QDW1~t6XN#8W%cz8 zPBkuqQlzjw!WZ*_(MQo;wU}g(N~wkyZjJm}xuJ{~TNn#NCz$nKPVYrR?-!$o@y2*- zCzn3To0NA-6Gu2~{3*u@*Q&5%?)=Ug&eG1*&WEmb?j5dxKZ@@8S2wAL(dbQA(z>~m4 zrrDMXhH0a<)W&>ky}e(!A`Vk(Ic?_)XLgt2n(IzZO5EwNY)r7(%gnJcjs>tz_2rP& z*ncP1!ycaC3C6nuwY+aUQNDFS)H_VUO|3>d=Yny4be#%6?q2FlV=ez%-dY8Tz6&)zwMkU z6{UKyNOrCyd@%E9#r*x4ZJt(prCre?v~=i>ZW~{OnaU1jpzPp1$MCBg3EcmW_qaE{iKY?H?_|~_X zy^JS9cKLz*1YGvA-cJt$t#3>H`_hBYuqKZ}V?q@Z%z>2;lOXJQ^n=0wpEQyrP;p_@7SNloxt-q5=H zcE=a=9rI1}){gHGZ^g%<#pv%ZqOH>o2g_;&tlelj{wFQRN&k;BLQUoB!@T!SYJ~bs zx=E)MLk-;CTC1|?K$eye$11>K+AnZxphRgLJF_*#+&NwX*Y zH{!T@)0%8QmebgsnGv4R-!je>^E_@v{EfH+F=Jvc#%J=y#P9YM(#ld{rnJ6`>D9Ro zkFz*BmW9-BFWh&-I=IHEVai87K|QN6I-(-lHhAOOp`qyHBK2@;&JcA`&W4XL?t4|I1@`l#ZHpST%(y{ZlRQRz`rI~ zjw#n;jaKwJ+pUepU2B;<#1V3waK(hR4Qub7A2uzbT;k7(rzY}-ZBzG}YqZ29t#k-2 z@|=x}j{EYv$gkuv-q_-#W=-;x_D+f4?EMfd2pj##I*;(ZjB`J_k$K@CB041+l;}{R zpAp-`f{qB)aHMqv#N@WmyhqwiUG1Q;$Ed7L3RTvRnNzLKLLa4=BNX1-*;OlXz< z=&MQ1=_BQLjC5{yMT9R2pBR=jd}*SrNjfE35snjzvj|A3qN ze`KS)B^jlHm4%GKk|e2hN5L^lJ>rm99l6~LT^>dePiDfyVk@cf9Ubx3z&%fk_&UB( z@onO2cxuJ>j_V&=BwqKu_0{p$3Wb4h;nB5qF-A`A+z~b^JlZ{y+>&Gwo`@2OQbas* zzj2mxbXB${OtO|{!G13^8snMoqvxl8ePDdm>lvv~3-uCTNT1;t&Pm6mVw~4|oHv{= znRhdc3f>Us%A&Ad9}+Tx9|M1U?|ilWNqmXCsY%ca^Nsaw56ssBdT&sz&Q#yeq&kjM z&IZmfXEj&$u)1Mo+%H|5T|?059ad92H#h>)ESTiYa5aVPBz&4p`X7=}HRHXR6xO^4 zI8R+%50aE!$xXuMUbP!Z^|sU*jOLc~k9eO9J-hADH$~TTCQ;vlHQ9XkcHZ z7i|F=G9E?i0K9xTa2&pXJ1Y#^mrEWY9RSnu+Fiur@*rs&oTJaG0)EuO{$Va;lE7`_ zh|$Ctq341WuRw$?5E~VQfp6uDYP`77@v(nWIVazDdHOp9LN@xpIbD-JHP9?2lvgtx;l@u#C zRL41*IPW>GfONFZnNi=*_fUp$u9hO=7k}4yG%#&=SLJ%rpGvb-X1B zdE6yIU<%9aP?<)mKh;s>AI*TlF0afcb*qOo1I6DBl95Z`5Zwq8RSl$mnzbC>cLNg( z1S;aObcK&mPqc*vFR%7cHgNv;hm~we9?D6Q_Z2h5tjD_AEvCE2hc;`^LT`gDgN?bR zQ^W5pHpUrK%pM@W=Y+KAmCu0*dATe0kYN>s0h^CHcbHfWr_C!6t~;QaL-2duCbuLf z8OIw*U}!0Bl$I$SlptA!>*PTsRYaqQf2llHCMjpojuZ!X8Ys9>1b!t8qO)FB{~VeV znjcyfda9+@(`buB{!nhc3LNKN;~RX~CF8BR0PJ%PnnwYwvkA9Ye|V1zxU0_5Q5*-~ zIYtWgIW*i~sX=1w!=gz3)nh#U*<|Uj4yu4-0(Hg!bt#EtnH{;6V=%E7!QT=z#$Hg6 z^Ogp-@)h(Yh1o%OYXz8hv6Fe27vV3{>HpKp@F~(+#q9zhZ+*z3m}NP^IGTaU6*6}j z>|JR=j3YW8ngI+tp2`R9ZsFiF*6s57C9ouu|rQZfVHpP-I#xSg`2hcbku;}J?X zC7Ti{eT92T50*I^XWcTgO|HNq{6alH5$yRCXqMaRVZJrmT7B$BRylL5@k)QF4>ZEb zDB5U*>oc@fywg17SzTksb#>E4YLRFywx0?!aTzVZ!LeQpNQ+ogW0+i!RX&9ty_kF! zb|b4iN-B-R<^Y)~`M9lKgJac%hgM-R*WzjE3Yv9_|KAC|X&G*!%)%Obv^5vkOhWCG z$1H6e)$(Xxw8u=lZb9dG7M?JQeN`U6Qa#Y+S4>Us4G$kF9R_zC2_L^1UhOMP*gUiZ z{lLrHlM2xq^e$G&A+AT0aSUwa9eS4zu!T<~Eg>;i8HFRbB%X;SX!RQjRqUcDXXca2 zam}1y4l~N>@0ocLZagt^lkm0N3^0c}3QS59MzUvDgYmW}?`I5YB=f}<2y$)qA;N;q=UuEF#BfF>>n zj?KgJm8Es5nhLYJTwE(ZghiPt=77a8t)8$dAJEa%<)_?;@+>=FBO@~m?pVigmfXY-Sp_t% zl`s~TtH1r9)r0ji(b`1r*KtxKu96?I3+BFvIfc(#(y9fD{+iRLKF?$&{L(SujC24b zxS}9PM};sn2vfOPAD}P!4_-IBuv6Rvw<_RrI)-!UJ1*bM;Qr12W~A(974O1xm!M}W zZby@MKS7vjKPHW+iP_&AidSQ(HQZcbRArq##^F*HP9q%8oC%)&nf$)#LOpT1)fM*U zCOHJX@EiVvbGV+J5tekK5G}2@2ZHY&6sn_YkPU)GL$9iX%G@iqXmH{_Ds7@@KD@h~Evq{rOXyLo<}@CKg~ih+gChqcOWCpPiO3ybZ< zMggmya1vEUA$ZL1Rw;Xqbzj^J!%zzc%V6r7HE?<-;95$;z-EKv>dJH2W{Kt@GLrKN z=l*6F%(a?u%XhX@h~E~t}S z_A224+EKwi4p*GXJ`E%I$DSoyrblRwSE;N05v5a8YJr2C1xax|U$F1MQ&q5f!^ihE zPus`vBn>vN+9~CFc*4sFH%MV9AsjSsN)DLP4QM#?!4cgg59?nc+Aztud?xOtSc+r~ zj<%ne7sWy7$@*I}IWMoSusmfL#H#JTQb4RfkEO!ApM#Chg!0k%^t&-t)g9AJH6ul_5%6f4@A*3L15XlH z&%NlOCLWA&xy|y8EmI}Xvk>DMFDBhwk zJ&kWT!YFA~XIkkOyQ}qqN%EuZS7`Aka$+npHwjJUj!dkYE*F)R1#}%x{I{Y-%$u`NPyukZ;f(|0BUCQhvUK3K=v&^+dHQ|<3LeGg4f1#De zF2rhiYGt=(kw#EMj5Iyewq?aDre#S~^#2GWND8=O%F<-BjW9s&O8!SSB{?J zxWgVGEv346kI&Jf*Iz4&Ow_r+O_$(BO#=T^fzIdv{Yzcu6c#oc+5vHr{na2Rn_9NE zu*;rG5>FH90w>)sbea>TK2~|^v1V}Jli>K$3SZdM(e`Ed@$!N}w$X7b2KQ(w>lyra zGMM>!=)L!oeDI!bBuZ{A-a|Q5+TH_uA1ky#!!ys0wA$Je;M_fUjbluQ`NM4Rrr(bm^_}f7Nr)qJDHbQ#T6~U= zP&m&MhN7UljYgm|b;=kt1y!Z8Vi~EUklDTnyIE26+1E(^9*-WShEb1Rau1$?)npCs zu{JZG@sYg|_u(o|^(yvEDHp1x{G7!TN&0((FMTd&Np3zl zqVa04xBChy(4tr4d><|}m!r|tw-a)rUL;+apY5XE3MY9jdd}Y{X^UF5?MUhu1wHv) zYZ09FKC1!>fbwvg1MI{+xwa@ZG9;+OId5><;SzM>*)Azmv3MR4_Y71 zA_-X+tc`kflpm}o=5*^D)kF#Q(rC2m+w67hf$i`|ZgICz32jt5sUxezg{L94nAKX( zy+0mB`zA}}J{oJc#s#~Q^sN~n34@tKJdbyujx4Km^oY+mz1`&8cu>i7AyHufo`G2N zC`{xZ_}aYOEK}&;bu=tq*kBKw6>I|5Tv}*+<(rv%;wQ zdXq9Tl{&OLr^OiD%uBeRSBMT~7r(Xs!z+Ih27V3|SEO)|4zD(T+yUY`sifFnYzKO? zjoOL{M)-uP%LT=5+$L#-**9mRj0!*}&u=O#eLSecc+QHf zU=ZJNTsIN>p+7lFZd+|JL6<&{diWZ|2GZ~R;-{Sh^S_$UamspV zHKzlWg-DzdkyH_*$+_r(J|GM{xfe-WPq_s{)LG5#HK_TcsDWd-`8S|4$xJ0ymwuo- zeM>@SgN6R)GpQCW>4}T;?~8>A^plU-p$W+@)r2JpPk^<1ofY%a4i|TVtE7j;FUk&T zNZw2X)@M!XlMX0|wvk%biFBPk^w>q1s(ZznW51#;2}<&9AW|Qgd~}gLG8K&K zwY?BcVRmYUw^k1-+Y{VFjnKiA6*rM+F`nD4ET{1k)W`Fwk5#gnJ2UfYJzdy9>WB(t z31mW>+#ZciIzCfNbSlHCjRj#K?_k#7G_pQaE5*4*TJY4?Sg+9Yv3;b=wIJsr zjQuGHqw%afL8*E4Z>~gl=49oj4(o|}C8boDx_2}Rv{zJ0vvKZshbt*0b?5Xyk77HK z1UG^+a4P*#K6?OIO?@MqF$|@5CK%Cv#sVXZboN+%t3H$dwkE!h2h?RHQBWDe8}x5; zQTAt%2gt{iN@x}iDSL3XpFqu!SSg|;c&+;3Ix3{>kqxwkesp{7hC9D$8UE z?4mNaeJ@hZkD+lMPRi(G+(;Fe+90ay@XhyAQYtq1P6_#^xY#PBPYKly6$qUOb_`Ar z#s!x6JNke@Q9r+QtpNk^WmN&ad2BeDHVR zOJH_zOK7{cnH+~XWMd36il7Denx)xAedshM3Y*z;kL;oJwPRqMdrFi4X7Icezk-BJ zf?es4U+*E_lJ!b^bu0Ptg;a%=HcY*Z_xqG`SlVS*Fs~Ykj52z5zV{AoE4QGW!}j``xw($ix}(R2!??m^%ypM!|tEap5UfS)@hfollc`(@f zV?#jwTanq7kF1N__Z2x0lcTY&AWWe`YRh+9EFMj8eo^x@paXeE4=?~Ma|xVvdk`xZ zpKKUEc}H9joyjMNgeR2c^U@n|&h0`L&hDqAl1?`wNWGbEu0zpZit{28PU8!l$^`VS zB5LYv^gK@LRu>vbZYKL4H)VHjkujw7j03g3$LX1r-aa`uR3*?B7<0d(SqCN$l zkOgE>)R$xAr7(#qQ&_g+#z;&;U42l{$y7~yczX?Tpro_=qQZ+Ni{~0j**pAGV$yTN z$%`2UzMaziM(*%Pl5VQvCi!57K&awP1B|hXRg*gL9Tn=Ag#0YAurv(z{Ihfpe6X#& z9lddV94xI_fh*DMzeoL$mb6_TZkvawE>*CQu3(lPG_K9)7{+nqmf&8`i$c6CNjtJR zmt2ssdTQqI4$&ubdalQ(lG~VOn8rWmPBR0!KqJ9tx(GqxDtoRpnC(xgA>OF5axpoQ z9Pnt6-1X$XR6%d|mG625WocJ3BEN!AwcV8wJsSD6{aWj-}>Cy=a!d7+){8q5xU zg1RpsxgFz~z?z?5t&Q%uW@<8Dw6WO_-$zNZQ@YVL#*mov(%z0Lu00yR!qQnZT#e9c z4n;d$pR|_MU<*G%yicI<8;5o{Vcm`bDZPO*@*zsZvD_?K(35`R_TB^+J(YB;=O{(z zgWk?Tdwz<18N+CUW-~b`VSxFUi9p0&kc89J&dxg6Mx~I09WepaC^dLmLssHaPK6_& z!4o*|zk?q&B!O!jzaEPc?|+Qc4rTQ~*6kq>`lj6GIne2` zp3Y>YoInTP284PI`@K08^LT2CY+&~R>gFJN+HTysJ;4{hb5Hl6T3AS}TpP`P9=_`! zbTVG*$P##fGE2G86*iVGgN1$qgYU+E${{SIZ(PCi4znKMff!6a%RTa84uB6gHS_Q} zs#>k7v}eIsROQTR1ztCt+94LS;~wAfF<46(y2?7#m1TLm>#5bdQf0Qqg*#tVxTm+1 zXmggll#aZI6k;5zy%%7XrKmGT+4*_a|5^Wn7~hZ)c63YUJ1MbURI;Cz_O`jXJnKcl0m zf;ZzJ$zSu>ZKdD<|HTJU8}4N#dhm+$0wFUUN%JjGm@2%1{?rCROJYxFB&975PsDfX zrhmXPlcMTQNT}b;?O&LmXEUp80m@ASWqLL|bx|OksY&4}M)F!Qu;F~D(~qHfKE>DU zLJgUXJgZ}%hNIZKNx^-`vdaF)uSq0q=_qpFGd0v?T^HwjyXk4FP&Fmwo+jmU^rmY| zPnFl2>Tow|=r~TA&Fr90Aedh`d2@sKr@>h?nR=#;q=4C1W(Bx8Yo>zu{-N6`%sKUg z?=^w%JB!+W3w5fO=lsX4juv?k?z+5I8oVPNtiI%1dad+SX$`1bH{<2Vh(D_kew7kD z%aLSB*5s>~CfTbn-oC!9wUm;^Q`iocx`w?q_HX*8%}tTuaj6XF(~5nOm8{0ytlmib z1amU)lB3=XR3Q;+oX?zlv+3^-QSWy}nQEbDeaOB(#JN_PdVD@#Cq0__qV&pLz^xSzAO0sh{4&aEBv zEaR!5(@|3o$Hg(i-pae4L_(!(EioUH_(>lnzQmnB2RB3p@U>&CmY~&um3UFeFMg!9 zf6A(=$Qhi5uAwqmQw?%tfv3=kQ$hw29SDnK zfD_K)YhU8i9pY{0;nzy`${~CTkGWf-$P9Z)=hKXz^d#8-2XnBMg=~z0=tDNa@or@m zHb%ufhn+tY1+&OG+*%lbpJEBU_)@zgCskM0UnX3m4LGU(1s`3<|GMbfPy9VS(}7Ji zM>U^;zu5%@Wj}qu9I&FdXwR#exyc~u!Bek5mk`aqchZ5IsP=b)<`rW--ob->h-Amo ztk%SQ$Fq1YR`Ydlkv2Jte&Qnic53l3D_}NHZVhWm5RcLO9DzluhJ)be-z4Nn&R`#0 z%hA8e_U!mcbR6_W`DCB@3duNi?r~=yZ%$DkoJ6JkFV8<0%<4EWh%xM;9QYh(u%>U)1J0(W+=eE5CMzf*T{9CbM^>Ip zN>+G#zD8{_N{{n@_xL_d`S%UHpM-44R{XR}`RWCz122NsJ|OLA6?Mq~*6%qK?}<6} z*3r|Z0g32CUb`D)YAYS)H-6_TIoQoO2lI3H=i-KFjf?jsJ+5Z$f(KvE6FSBoZw%Ic z&Z^84{D-@&0PM$nPVBO*+15{PeyjS#`zn_2l9wj^ul1V>cY!zHh z9^S)F_TMA)4TtdjonpP^<8i#&(1#a>8GxFaT z;JuV&KMcetG>V;@lNFki-`DUM72!KvAglQSJ9HPf#|Kd5V!{*3R@$=Tc(Ze%Mb#3g?A3OwD3 zoP+P#(W^OGyOZKnmC9l@y-7ZF9J$0kJl~wKZQuA*Y3S9)k}%hkH`@{1c3F$#BnzE=WnE@1F0*-v4-mN>5uZAGO)rH3kg1^CG7B) ztbjVKzv}$y7BUQraI(00?&Y}+5|T#WfrpghoebwGROA#)1k3T1JE$^Fv>P}gFLB@Q z22XmyS$>^oeG6~;7yi5FAO?QB7AI9nKKV7ct+QZ&Pk871So4Re!k$pQR|mmrLq(sT zl^3LnPLC(50=H3JZtCUytxK%a{kSkUfw}&m;`mIB^~Zc}{xGw#hl-Fl8qRM2&6zS2 zd}}K!^{br@oGJA^YwPAn^VVb$Bh+b-jIgs2i4^VBYI zBiYQiw{YRyrru#PSRdkvNnu@No&^qDa~c)yJMx0w!_Z}B{gO6} zKwW}D>wh@a-=X->mBLJVi&fp|>ryxrM=y0gx{uz{PO+Qt#+q(UHu})FE)2OtV}pZ( z*Mk*9l6FS>pbgQc(#<9cH41eJr3+=zE^CLiJ$fPfrY3eBagVe}F_h}+O|_|76DP(B zW=^$qBzJ5jDKHD#u8ry!T=Nf!(_G=$r`}T1E8jt&{-bKY$BdH$W?B6ZxKE6Kc%VVB zY_Km=x!!06^y_*Na!4AOrI~HfNG}lT6Z{-39qbys#*DRjW(R8kDCz&itx^#sDJfKI z91ESfohQ}S%=fFI29+ZuWZfefWG>phqTmF>9e&3f(5QcKBpjCE1no}7ZLMJFAOBb1 z`oOl}6m2NavL6*(C*0dE63l*@Kd1~w>tjMK_|C1hidqvr8hyo3oT;VE(N>6bytZU@ z%~e0D!&Qg!1;b}0r47&XD$1i+p$txn(P~-ebF$wYsHg`zzNzEo5n$aLj9#I;{;7U{ zzzU@|ilVlkP1V?kTYnd4(I`8oJ=NTS5~@TfU$A4Sv)&q~?js{Vol`CpCCBVH;%HRc zb<{ZJDcOi?!Is*fZOVX$ARRbOTW+XIaz*vMBbRHGE3^BqtF<$ga>QP0t~5%A4h71G z8i!)E9B^H2$f6l&MS&9^=Jr``S2la=wX{p2-&#rIj?u{ct@}cey!n}-@7ilKzzoVR zpbc?S8fKl{SKR6-?9-QF5Jh&2&|FoD?RRwTwBz z3;v(M0@^XX9jcUu##p-FkX2cHMRzioNmU=UmZ41{N#AZ9GuPtmZiE)=iZ+algtvNk zbEP$h&M*vTv6p12N2oGyDx;La6892lX19wtCTrL&!#KPMIVWl zdKM?>c6NL+?((YWEz(I@q?07t|Db-#Dn5~FDL=`&IftvMsICH9i`^i+JLI>V zl-cpXv=#1Kb6Rp3-$MzCdwnUmTv?W1;0+lM~#qh1?T zVlL(|)qtZaN$t6ub7(ql^V}frOL6E|lm!w?Ur2_O8bwEFO;C7? ze6gEyE_pm|()2KmUGUZCkax?|z_bME7pO;^{n1))4l;V__q5X5tI$GDgK?o{p%tMQ zq1Kv03U6kkp0Uyh8vl|()ddFR9;iitdNmbjT}#Qr?>9&;B9D~*fMndF{_9A^IgSc! z1sv2NP>7ZIo=0#qPD3FQMk2*&xrkzrMl@OOA(xYD$U~TC=#yjR?7~wN$DW!2>a>%5li5Zt zu=TmP|9=|+qcVD;Wb|0Cd}~Kh2Xq2k+b;D-Ia->D+V9CW$)aXZQ>u;B zvFc;>kUCGD!Kv#}FRN2k8_i;MxdI&AA!>vrDE(4dv(V9QBQvBk=ga`^(0Y1fT%Q9% zbwYhYy+VsZ`$Eq`PR*f}WXEj)i=JvcHQuo&_n9f_dp5%x79l(Rj5v*yjySoSavQC4 zQ?)TbMUIl@R0b#YFSK*? zgP?u2s9gS)#-fw_EMH^FcaVIrBd{7R)cfjFIFJ6|@Bb<($joU8GJHVlA#D{S(Z|M6 zO}g<`KL-=N2kTjuPS0Z{rur-fI=6`GXeE_dN#Pd!)p1T4l{%o18D?sv3Y|078HYjY zUl~boDW_&u+yHc8JwWo}%@Sw{H{xV|XVt~o-wD)ps^|i(@_<=B=ad{yHuh%e25Bn? z;3~REy-73q$qxNRZJnGdaxrgw6gWj`P=Q&vwja@RO+=5OfCnw-bo~Rva|j)8NB--# zR84isXqf=|I}hb$da*dDW;)b`i%4HvL&n@HPKYFEQYACJS;rj01h?|$BSYa+*8(?) zrv8j$WoDr#>Bh8_@^s}<^rb)0dnQz;0+|Nk%$F;NQlK9FLQ(qrPSlvk!B59gfe)k7 z*HOAH1`)DhCZ;h9XeD#zMkoXE3IAl59ANh@ljq8PLB+T7>@!M7!3Vu`#aE~zH(15+ zc2^+~e&V*fr>8XXkxV|#IB9G&R`bmNz!juM`3cf9|atniKjN%P6<1Iyl5q_ha zYDf39f?B*c>4KYhipy}^G~{#4%?a5qk4dSDGwm5M64lyGGy=jb(* zw*$$e-VQc23f{jknD0Wmgo50K&c9Pn64MoL=j`jt={Jaz%%DS*(em~}1M!l6=n5Tr zFVY8oQO619CK66obHkS*SN$0bS!q3)o>(uTchYB*y>t=%at&6(Kr=C?qtEILa@CJc z{J9v-TOQ5HoE|1OQo(~tPF7Aer&?U~^3IzuJ@hA@!OL(ZwdLb*BOACS%W_Lj68{H& z`;48{0$lMu=j{H!_(Uzd1INh*dO)Z62E6A^LY@ftcsW*VVbr>*tQTa%Ok)?lB?W#9 z9Y80$&%Gw`^)Gt01x50Rf?!hlaIIyOdPI2HrWhyK2k@~EVdBz&{mXrLQ!X$sy zBVpk=x0VB~#VnE^PFo$|#EyX-^w2Yczvg7F#&ISld=sz2HjUs$^eAJL5;%oUk@eSE z&Z)R@4h~mO;BNk+ERi?k$e9j98VyVL7<{V~SrciPN!15G#B&@xok`hAM%LIOW0<+f z{J@(1&ikEXv@^T%ojQ`c*xZaWN}%+uhOX!Ym|g;=yo#F3FJz@Ic*We+;ZzCvVExjQ zLiUD?`qYXjFA^7lQ|tuK0cR$wW(w!YKSmYfGT+C~{D>HoMAP7OHlxY=4wse;oqK}j zeJv-(N zoqS68VEiK6ZB{UVw?_z`2zCxk^zRF_32YALGOCki(K>$^)q;_6UVxnfHOo9wi&&GwIBIc{35zB!}tk=5ofh08uIi8lNyBv50h& zgqnq@OU8pNmIB`?1XjBRzn{Q)oPrK0JGWmWB^UF|AF8#`AsmwS;5=w+bfD7R6`T`H z6uRP%Bg0^>e^6kkmf&1nY}_ykQ&*2Lr`R>=ou4ozII(n|4qs$>KR8(XCH?P<-=Dhk^r8{>PkH+0i|2dB!wtyqU6>q z*u`(AN*#2Fp;saCt>jRKDw15-zGmz*Q@@DpmsH^OqreX?D$)ET=Oqc| zz%)F;%E7$BPJxI}k-$m3v_Jf10@Jh+k~H@oAuI7K1nKkO;YMK zp5J`9lsRHvVJrTGEA&#UK=2z;sSbka$pep;kQ}#8IjFqFowJU-rajCs$w2PlDAcJP z(E+_;&f8biQB~mCZi=h;+jpd_C?8%Z7jar{cGht|gk_Zggo zuT3W9aTA20NQ)Jdlh7AbR^nfG$dM$G%rOoH%LO+DGX-acJ_M%)3WxOImSAta9t`k9 zblg2j0&BpEuO-*ODO_5;qMlX?%O7DO-rK84j{S@;@C?a#9_>3m@?-iBBMl7P9BLW| zJK>`ALmsO3!lyNcdO4f&1dY#2c>7)?;MPYq-I%=E4yYVgaXMuMiSJ33C33RtlB1Pn z%3TyBSyjJU$x+hr+)>#%)zMO(XP>t^n(u>oNHZxO7#7SQ>=jrNOc|^c7{Ocz8z0+3 zI-y_Y6(e5%ZG1Khp;;P90$F~(Q*utGQ|4Stx4qou6@&(GX)bExi&B8T!i93Djrs%4 z$OgK#<7zRmqBL}?m6YOWXd}f2ymSqV;u>Lb5!09 zlaNo*r){E&4Up56z^|DDS?zY|9w&P@GuHR4kf1f%a^jKMQykxIZtNd%hptVzf#r8E9W6+YQ;^r2)B~2%5!y|+C-hN zE>UNxDb@GNTO!w3R_k}A1p3rZxZQU_Rgh7;d}El$w7k}ZzM zakr<`z$s@O*ZT!W$4`%68-F@}ivI*v4keJuf6PBpt7D`!-&t3j<6yc!K)>rt3(*`G zR>!EBlz*kw(i^(34MUkTk$sb2=nWe9FRN?_Ilyynzto(C$8qDUEf-S$!W*U{S#fT( z{L7@O;z+Q?t3+W}z<7spv;IltBpVpkNVppnsjENW?VGX+Od*8o_fs6d^1`Dq$!|`g zExQQ!={_}a`26?`C(+Xe#|GZ{<-m==$$%ADAIugU9qgg?(O(!#%~jR}YUFX?{avU+ zq!znzI=5sbm*L614~<^|cyVXsGD>>oh15o#Ku4WMXbih4PnBkLmRU>;yHr_0hTj$) zWGftL3z0z`B{Ce%E%2IJ{8{jg6~Z2|DYL#`YA)cnRbbC}f~&ckw;MzgJNHjZavC%&6klHq&r0EwgHADW4s+IX2JQ+1hSrqn5i4t)KOu*Sc2Sjuk;$pzyYIo za7aRPe{+A5K%-y@e>?v>|CfY_U=6db)t;ws3hKCnJ6jfUxWUK&sZviFfHzw)Smdu@ z!;F9hcv8$w%zBcDT;R^$4GZZJ_-aS)#XqGCXsMIaCt)YGvFwsW)|6k|0)F)vY$~(e zjf%(?d>$L3CW~Mf#j&!JlK*eT6JkD`(g;*>U&+)5G45CRx&@DU1Rf6ioLeXcei=>l zZQ7IIAT6ifL%XQOXeq!)W-*eJsPq0wZQ&&jiT#=JQ?Rr%Q-9b5Q`{ut7)KZO2CUAT zFbulGq3o-qU&RP7ag~ zb)|V?4*L~+#=_bOe^_8M>o9*{a)O!A-+wxxXK;+s(aemJ_mn*p)b$CK`)cw$r9b@! z1oaFz;3`;)U5Mt7%ERPnu^~BA9!}^&oYbw!%lk8;MX1~zLRr`t$NSqbye7d!YKgKu zv$RC44I)|#&0Zo`zCT*ayKt(4u$v<6t8mzsgLVzTX)p&rUn6VX&zrZRzuFtImN1k^ z`@WG^Z>_xwI>F3fD_MhAxF;8DkBq106zi$o6lUNcSOREC=nP+7UV<0NBRXMUlb%a6 znR!c`Nac4Exp@M$sdf1Etry!$&E@iR-q}G{gZj3C;J!S%Yi`lp(os?8`xQIg2L=xB7E zCpZDp8b!tS8>+FPcBJ{1j#?e{^4g_fXz*g7bs#J-I#45E`SrjLc(#YN_4*;B6cysy zIG0|4$B_rGg;sP{Go(>C*W{t1I-lxkCG|dQJ)F~eH+AX*xN5^c0uA~FLv0*4a%T2q z+20*QKa1a_@-Q#Ms0_!^?I)FzO*w?S@;B-=i*eVzE0ho~5V0AkpuUjD-KE-63{F%f zt1);(UC_%9`g^*Sh3n(>(fUoexij##=wa?eCq0UsF)MYu^XSBna2C9T?{JR@>LqO4 zhIBtGCXeFz!Z|~Zz&>rK)S@@rAnG5n@&leDR=!W1Qy6!Iyi|^wiqV{L8u{TsI1-oP zn%sw^jsDM&coP0JOOiT@W_FK;2+Hqps8exBp{C0b`~7Oy}3^!;1q5rtGbV#>n#8BJ6w+cRi|!J@!11|As#NvTKKLF?CNMoju8vz zhk;UAJi~o@T&y*9fhk>frZ4~l1GcG<;c@YH$`mDGlH*oikU!;GIM|9?RBN}yi+)yl+K z+#fF9Y$6aBXkR_ftj3^XPpQdHCNkL$N-)G~kB|3cDtj$h1y%5xybFWxGu*DzPIJzS zbIeqI^2Nc_k+P#!=mXBOkeX`?;)!v%XRC4vShACdYl86OPJ*ALgTJx>Pb_3uXy-!6 zM=pWQuZ1D`6&Bz%BB8dRS@Ss;wo?5_LGC-4_-(l85YZK(`|}&t;C?toR-)PjwpK}E z@lsU8{>5vc1v5|$Pt1Su^LWJW>R|5%Ma)H|Z=G`v7KQ_xC?2KD51|`(SSxW8=jCTQ z4UWR+U_7VbdFq^9@w{)36XqTGWs6}s1n^H;0Ndj^PdyvHa9bGJHE@Z1PF(d7Ki{(O zk*2}#_yJ3#ApDJr?8}2hv3u!oJA^wfEA^AxFd#qKNr}Vn;Rw5p`qn>WC8eqGucRiB z$PC)Ye#rToTXPfaGLgmPriSu~U9g<5aYV6sVEz|IaTSZN=UTW(fAF1uqJDpmLOwm; z;R_>IhbUqa|K=k;8`)vz7p0DxjI%v0z9j8z%>}#W9DgU8N?}S_m9A$$s6&<^qqqwHZ!$a^315LWbW{Hae4rJWK{>F~OsLUrk=-rAnSUW1 z#ob^QJ^Aki;Aw-&Rywe@{<2HJb-ryCW4$zjSvV5E-ZSKvAIVQ|^F&QpRXQ4r;qYBf zvOdx=2a|}iAL6_Fg~mMbA80-pV9-fVFzReC3(-tjlw& zt2GDFiMMw#wplqxW-^YaKo%czJN(B9m*_rw7MEe2%2sj4wiVU%#njb5a7yH%VmOPn zP!-SDzd>(C!US)DGHo{TbL!IGhak( zGZ%l%lI+mdM7Tb*J~cogcEVN4ifVQrN-PiP=`mEIi5|kX)!N={4JFP<4Pz(FK7kwV zN6v(I)(LLD!)O{7(@iG^RY5v9Z;e>FMPUiAgq635^;?*|yaps&W*rP8#?Hk#5sv=j z9bGjmgMu^#p;LO;CP3ln&rD z7l(JzUU*JNrGnB(#yq{415NHKCzDu2*w5|Wg<2bVxbV)}=;Wlwa2IQi{mgXRgQ=L# zw{Dmb)-Rk(qRgXoBRXw+%_elbDPa|`FYvpiWO$Oz9b#AEbnncm+YRm+{?|lE-yM;8 z9?$HqlxpLkutK~cPn6Dri0qO2DT}C%{RK|HQMw?f#JPSAXI5i*vDlgVf+eg4ucLP$ ze&UnRtpCLhknP1zbt}J9jJ_wM?PAtS*c18e3RKsd;fYh0KY50`R3`f(oxx_p@Hk>! z1V<~+36TUpp7vBbbD%cdYL|nZl>vw4d#IE!KRGwY!4+H0 z3VcnJo>vN$vw%U|lsb!RX)eOS`#8JEu&+^j zIRIvr2{qPKSRNCZ?;o6m>BaTZTfr{{xxtR&D0x;|PnXT@_|S~vSqDlMJzDFL>7|4t zzf$ZY+@m`Fl>Pk=_e?sX!s6_o;#6q%bH-=m=O7icqV_Cd2q)rmu%?@K9cvj?=2Pf{ z8i0aqvbLH7t!&nPvx4O}z4l#mJ6O$O>nlH=v97~dosD?oHO^Gd=P%+EC$ChIQ5+$D zk%~zDK=LBQ7xHE?m12u$54FMDP&KCDm3%I^`qY=yMExYzx$3(VHI7!vcRUjV`pLRMw5GFX3kS{5}iQP(FtwESGYMPtTjYr5mp~K1OIa0 zwny7gHCl^l!cddl|#e8EwFvn6wTVjo|Gg_<-bDJ%&xBJ`Itrkuh)<;UJ7V&liK}Tsgkv@wm zxBnH+<7>j1--y6EDU(oL_JDMELg{o*dMJ9O#^M{P18!QCq)TExX)lq@d6*?t#Ie#y zs6)*8H|6wU5ARvXzraSxCP8b=lu$FBGT#wZa?4NV&zKY z;+hfg9-HI&GRMA0=H7~$b3v-rr$ABP@V0l*85d+dmJ&CRZ~g?aYA&|mNk`&RbXlB2 z4}v<3MZqiW7M@5B&WaC(^HjeZl6kfkV#Sa6$%QhG-QoM^u|*-C z(QE1q<|$8EpKUjFqpF@Y4H;U-(%kf3Gh*qvkSHoJO2BSgPu*l%6?Xnb*uheJR%2Ej@8?q23 zNpS<$wy$t&JCM=W6NlI}#KWw^PQn1Ymrwv@RBOAdke3+lg>%rJMn$g~KVH$@<2c-T z5B%QIj9Gw+YdOxtryv=-aM+t(5KY{ayz6FfsW9q;a#3;D% z>zKEdc;>tjUvQ30A)@$5RdWOwtHY1gL>s%fOMh{)dPE;S3!Oo{{b)}nz!@0|e`pL< zu>M3}8=XD&JEtkTGsYSMmn1XV|9gyWQ9SBo#;w3_wn-8kVUjZXePPAyB^GM$P^rLU z;sF&Eg>&K_eDWF8t&Vf+ULbm0M~u)7o?t=hb@%zb#vGr++)(e%v&*$;^SBb2vIz5PTYT)v8*EXGV_GoVQ9Q>br zD5;JURn3j^fl3GqWzj@d$iRK3ElJoImiI$sx9&GBuui>n93~b3_=I zP&ADdF4>uJ3h9PV##cPLHgTV?vHil|c7FK5yLg@sRJ0c0n}x3eu0K~9&lS|Ajyof9 z5!fPB=S`p54T-B>!w|2**d%sF?oZuUhozH>$hJ5cPCaTJgUMc7fedWoiN?YTPsL29 zh4=o3&t4*of@i-DHr8L%ewUO9v!QVU_X6c6gvkE(TF zsxWhLEj&-uFhHInhLa&p0&krzF6Vp?kR^?0SLbH$WMyRE*x^o1D%(4)>f~eD$lQ~e z&++KnMvtv$C_L{PS#B0pzdrr4IAY6s*zo;98TJKR& z-!t|ahmB2i8Y^g6dPizkD~+D0pdY|@%Zma~AXXF{nOvm-b%Q1_GNQQM+rW~#CzS>r z>MJ*T9bn5?oiP$xm z0W+!T-Xt>lNwsjjw4eV|k&0gz;-op;qQl|9-TPzo`_a*R> zOz=W#P<3blSAGyEOIJqY1ZdoMIUXLy6M2u^0`}w!5WvdHbMlIhR5p7H@5y;z!}Ka; zK86d_SvR%8dJFw^u$nfCP7h18ikhj_)GzDnjBaL}8D(yORhycQF#*AX;kQr9C6`n3 zfS5I>1FWp{mxnL|gP8XV#5#Y|>$f18dPQP!`WE1+xef-v1>)TcQYxxnQ~A5Q&;>t` z67|Pu3#cRo;GqmM+ZxaGpZZkzt$MHvU3HIv>u04}Jw3RN+FUwgo$&zV^t2Ug1vpvf z!WAqmwUGao_p<`~Dh1$)W&~+!M0VN*-ozKOf-&T*cc^~8f&=tj@-QONV1U1HB=q4Y znM_?vH@ZS{(qp*)s?|_C?RxLX79RgD*DQA!u(Gm0;>WuR!W8=tI zTcJ<&$@iplQU^Gs4y@W0a4=RXE?lP5D9NO7ajEo0NajS+wXlJ?4xYmhtz&R#U{7FV zKn*nVtAR?vT;R!DgDLd4x&Sl#l{K3hcDV3Cd@rS-Ggq_{LKS(gD!XRDy3C{QSE4|Q zSYT3ZDK#v+WZbMzsA3&L4R%R*Al8J%(OJ5Jx48#bhA*JSf;wOMQ=Tr-0~loNowI{m zJr7Fo7<{?Iv_-*vu%A;0c7lKuqY^$octooPGxRmx2D)2rIuzN$C9>H(a)dmGKAu0( zR-{z7!Dy?f{3|Q+C8|1)$Oi-A86hhy|2l_BAE_fukEYR7%%0DbHJaEt7 z7Vq}T+G%Z_o{1ARztxTyIT`p|cIGG)_C{+eggcZDibYMH`rcw>P z&mLTpN>XXx3@S8F&Z%Ufb4QeV-Brf@2qnsNI)~g+R*{Ld5vK}iohC&8aIN8Fd-b2e z)PYEUcwj%cz(xQ0!1PT_YVU#jAF;02Q`#&!A%NVxsFsoe#O~0j~cr} z-{%8r8P^#!JD*%-U0;+bN?CQ9yjyI?8fkAAw2m54cszGOk25`R$-gq;QbH5h4960_ zCp_@44NMCr)&8Kv&M~748k6(r75*SgYzH^!p&Z4I{0H}4{90fH#!Bhfm#e_1dQpAx zNIU69WlFUeyZ!96#Y!G^uB(CDajn89zl-O9D?gnu>bl0rb--hL36-3VbU1Ecme)(d zpq?B&>klNX^zUYVvL=MW0T~oH9k?BwukF)L>U+%}WbEN~DbBcNRIp3K=X=5pZ_CNi z(R76MzEIuQlh?8Sqc~xoke6O0bDWPxHGqn>ER}+2vakcv5jmU_dAiz}o)LaE zD<}xPIFtgQgAb{BPq4FE8LdWUq`nOQlV|waq=aiUAvi10FR(heTf3r_)hp1|WGlS4 zDB{6G@UYs*X_V)@;|sJ>yFtL~;91k1U87Uw$5D{;q!pfl$w3OXQE$iwhWY|ungP;g zd4jT#9?Q{cMwbZNZX&%VI#DZ_iQk#qNe4cg(mbY5fR#~5iwvCgcMLoXR7F`aI`AYI z4(fegchQGpj#ba;O!f1cm{ab=uG8RJdR_0-9ZE9pw64lR;(-407HZ5%INNlp3=OE> zorj??6*ug*ASx4;L+WWYsrpv_D&9;Iay=UkMmjaUI#J01N~Wj-KAhuxtC%LZWu*yxUNqm5LElCos^f-RQZmwOzHsN=K)wk1N${7 z)@S35-i`OQwR7+{mg-Zvb57vr^oSnZNr_JDQ!yMY+yH06iwdMP8s{iCeQpl&HJCW` z321U-Zj_|LTri&pR1yXf{XL}kHTI3jN zk|^w8jE`bYp6i$N>RM(k18To(dTafjzRbK1&pkUBLq=Br0bK2iDP4$iTF`g*DL2bQ z_Q^20CK2&osw7j%_iXN#^+eNdL59Vinmex+dF@7G*N;R2O<}tS#O1i)7L-mo>2QMU zgg^BaBbm`1N20P?NxhYkS^p3`tQ9nR8SnH`hHZ8L_jp7n6|y5SOwOSmQkT&kJGGjh zd;1HBX+brSN1s+%1Seo9v2$Z|_#df2RwQ%Z3g_>LQ;#}GHP{Qo!F-kywcU1F(BUhU z&=R#*E%K8d#$@y#XY`pUdM4}njoYw37wdP82ppi^o88Ez4wDVH0%3nDos$1RzxiDG zp)^8W`9y85c7Y|=fKShh(&P>-&}Hn0LZAZe$nSEXO8bZCLl>HoSJdN-Yf3M;C@KM2 z$a_9pH;h6?K7F}X8MUQHo2>N=mJAjI%l?VR=>^KOyT&dv-dYUec1qaBybXklR7~yd zI_3J?wZJulzQQ-r*d>Gg)|dOWi~N}y?|7< zivG}Eh{sJ0Yoc*NAEIRlwg`OmZwcfN?hlj==z)>J!oih6OY30drdMh)w0;eQ)KW(n z?yZ!~#BOU{hus@d6mE2_bWL^T0W+PW23VD~V6?8m$zmc1{&Uc$n~c~iPWBeC9S`C! zTo4?h6nMlQTq{432Msm*>Yenh+UY<7Hi=u zz4$~eu(rb9xF|%Tr~D@0Rhp^q)aI^ajQudzSbEibSC^^1)Z%I>dYb5P!FMYI745f9 z>(KvaEy?6EAh$s1wsKG1j;iyK>w~MHd#`&0Ji)uJ&%`LH-E&>p zU0c=9uvoTpSFfVK{RX*#yp}v^BF-@VFC%}- z-_39Pn+NN1KljikX)|@d{tNfD(^dfP?E>oYEl>?qRNAUtUAy_TaqbY$2v0Z9de3>! zZqIYiJWpXdS$&|BM=IA)GLC0(9bZV@;4oAYH*y+DI9XpJGhJ#nq=&^#w1xwNYXesT zfk1s$UMupC5`nM&w}CFf`oX@z9l=@JKG+F^jYDQ6bBmC!~9V*|B=Zv&eHNrF2A%LA{;JgVT1wmY~*%Rwib_C`??-*3*86|lU| z$Ul`#u0?K_r?O|A=dveKd-D<%Fs%zX65$$(nPcu$ll5V@a7eQBZGCgBa5K7Y)Za<&3tN= z1O=Hz1;#;3Jl6G(`=}?4HCUPP~>9Scqjdf*b@4TiyAnH5}tLU%0sw?F7N zzK^#@3rz()m)x0?uae7hRrSpF9`v5`MtZM#H+UO(2Yafy8@V>Xd0a#+>y{g!8)+*l z@DbkOexrd5<^}=4cjkK5XYMDjJzo8{aR+63`KpMX3+;Mqn1odqRph+ zgkM{t7ozjV99XJ<+GVH(cEpY8lc>ORA4wdvP4$r%6m2zL>6HnbGld2Z6a^uK|tEO$-+aiq?fb8&8NT!j<)Kch|VSa~B+S&7?0>3DMM&TC)P8AQkuNe8tAiBUdvIdyZ#%WYd>5NzUSAD&{O24h2C(nPU z=QjQ{GSScd4fpOq!-01;gFfDx)dk0-0JWh6>f$4~M>JD7)?ajGugK4l=2tWV zem?DknT0Kc*h4X|GSkAjZr9Qe>0f>Tj7qiWOp>+ z&r;bRtzZ0|o%oYER0&6+t~-L(BpO5}BOLxC@P`XA3Q5sO9Kg$BJ9pb;veioDk1dJE zGAbiMQ_q7-_Y!aXc0XDPa+3g_I2jaw6Q39cX4e3wcm;H$-Pny|8QtlOZzk9uDd3h& z=4&|IklsA=L~7u;@WKshPJR9;s@Dkcxanjlb?GFo6Avf4XLRFk%ZclOjJoX_Oz<3> zItk#YDa28nI;;4%Z}B;q0mnhHzri3_#JQJ&+F&+5dpMZw8`L;$U_r#7y()(SZZdWM z^Z1rr0Y5e!6&IAUoFH*{^4_67*jN-`M^A#g6(y#V1mdj}tg^wlk(DB{TSh#757tmk z)KX_rdW!t(ay)-dJdp380DH&V&bR)sj#^2qEI7}-V}6f-8PZ8$3y+P;o3J}%qcSOKpY_5LXLa#$_#C@F50VJ+?kMPC3LEFARkEzF`Y#=i{M z#~FA>-{If31p#<1Y@&8E3l2n1s?*J>vnA)(5>&ae!g$>ZQ{^}#vKKAKW87=&f&)7E z`_u$Yodg!27uHl>PJr3WLuXc9D6`?XGT^#3@qnsJYje*%x1@6#i^s0BLN28P?O80Vl zy@WA!AHH-8vdDQCrwT_)6oC*S5kcwg9m+{Q4%}}mqmrn} zDgpX89A4it-m(s7PsRBv_K}?FG_&;+Tr1Jb=or{qQQVXAv!1@NnjWLgYs2UFW`B$W z6<^G1>C1EUfYmn>b#6oS8(2Gpr>beuD<-OCS)HvU2TGJK5vm%?&M5g$jRP?F&GJs z*c6s&x8JxNU5NSpJy6r@^zeuRi*1VbeGkm3Eqq-EiQUi4P5@ht1c9{SH{RiUCc1i+ zq{2{vnm{Q=z7c!S2R3+_Pgurh%)~3I7fiiPaAU86$v(mbQO5zwgKJ!Q;S(HG2Tc0} zUniNbNpSVtFi(=>5S7Si%g5iE4O?b7-+d++?hJmn09?2M9Eb>Fl) zAIaN(hv#6C*ZYVop0l>^QpukLlADXCeh>HH5Z^bP+1S7u8p{eE#ahn9*AKG&M1Eyf z;?SDx^ zOYHtne0n%@u#wMS$J!Xkze^57ay4(ZiE*gT=au3|f?XcQVNULVJgl@4tn8hP)Ow!u z5^wsNH@(D4Jj>^&WPY3QSv`N>IGs^=w1S_}hIwhuk6P^FkyJl73XAZ%nF*pYm*{35 zPuPeVOu}3mJpV!7{U7$xMBaT2BVU=gw+Sn|J-JU~ehgs_)-XedxZfY~70FnC<3|$a zIxC;wg_%wCUY*MBJp*ezaeNp5Ugx9uKU4UmfjnJbSe7%{+jCh16=A>DBfI*^_)q2L zEXsJ71^vzq>oz&RbMcwA+0_H6jBVhV4srgxX7|V9Ssu^I&cr<(#ywLM{JJjh-~9Jl z8^Wm48G`5O!z$~;dhg9GJcXZU^Gugni?`qiJ_D6+!M=%OmwfuYS0^*KEq_N$$(U=O z^Aa}XH_rTOoa|K@he1R{i>OX*z*}(@UU@c8kho7vGLnh9vg6F?X5M)XJ9`4-JCM5O zES_T-bG{wLeP8y#oZn~fL{`Q^o~srokB_%_!M;6*)4_1=th)GUR_2Yz^Ofjl*8`u| z0E-*c>~3+#CrJgF>iQjRCN%6DGM+?Qj`$*^FqaN9qkPeKVece9xP zbDT0?VKD~bu2x`_C-K=k@kGgpey=Jhc3xtOFRb#3ti^hq38jg`YPLRi(8;4kD zK1RI_XMYWLZxQDH3~PEQ_gHD}$!stMMLxX^|J|2;KZ}z-(QWV&&-sKs_ml6HxZ6B9 zL}unbsK?6cN_}%3`|AzSPFgayBt$wE`sU-T#;Ls7-~14Hl2A@|KX>qHPLW;wdW|)F zk`Xw-oX+RgD$Sf{fd`PBoVN}4+eBu16T59V`=K8*et_EOInJ8&oNC!Pf0F&a!CL)x z);Pg^mFQv>0i)&!mFmN+i4%PKBz9y!?wTHqZb>4#^xUO)*kwz2vthj1TApG*t9lwLrHfFyKUVmxf9sSQ;wK+5W7k6DAc26w3cp2*}g_Dek=>U1eFkFn*p*6il zq?6pq$V%+Pi5SUE6U(S)A|CQ{GYULIs7HX63dBpf;h$s%MTq6(Tg<1|Wq)Mi2J&#nCuSmVSi3LTH!eQ) zChKS>vpk#~o%rsN@a#QgaEYHej5T+Hx4zFh`H%b~f;%CS*zE^w(hx?jB)Y>X*|lFeA)^?%0^CswyC@6nx8~e0tN8pMthU_b z7k|=WAvM)%0qxRN&Z0Byhtr%w*SPN|@x%qWWgieT&17dKx>jf8^K3LJr(uBaXU%=* zDKc{UmnPOO&#D~D>6duc?q>W~@a)lydu2Xz8Y6xQjocG%^Shkj!(i5R;pai@iaG4O z3&I!lW-o~#U-9*j-<@HWR&(AqX64w7>c8ydA;fC=xl;x5n~aQw>O6+ydygFM5MSru z{_P=m{|slf5qtg?pB~CBRh`?a3a3dwR{bhQ`wjaoH++dim)u@Beb1%7af|xG5m-(8 z@LCxm_7JO~H4w#PtQI;=an3dWeZSoxduR!c@RnM^05ZuCoa~O%-}5q6j2JV!)fN73 z8rYrL*ncUxQ}Xe>H87Z+u&Y9;%l4F4%a_q^6-7hT8})B{yc1;b@DlPB7&c45<^L3h zI!CFNq_V1;3+PtSMt=`~r?{3u%dQomUiXmh^%wQ#Mj=x-zgc(e3v?xm6{92{c>hkd ztm~L7-j&1shdYlur8|o1^ey}W{-Hvd%r%yd6tAe!d=pm*ii3+Zet%816u}aK#{T&U zV#4M4pYh2O`XosH^Zvtu&B17`p>fXaYComFk|s@496HQT^>p>-@$K+M`>y(C`HK5a zdy{*cc+R=&x}UrLz}3!DiYwXSlt<7(GR|siCNrjM9|QIMBNLXypO4EG=ZX6>u36lt zxY6~QD|u_(H8OD*B9=V{_?=+k^nL$-wE3auF$A2K#1G-QuY z_6_kK_r$tG+@Hatn#qFHQRrkhMM?Z$@Us6ve8af1v3X?uz#bveWg*&Lc8tVh^^u&ZI~!rF&r3_BD0XXvyL z+gH=q&pXaj+I?RYmGV*#dg&c7)@nxsofAIBYSH(i)<%X$RiR2~&ye@Np}zax z5N|)6J{P(p@uujg)>CFmq2dB(vh`VC6#V2r9{)6EUR0mRt`UFzI{CA}uTBvYB0ojN z#mtT$6KJAmu!uXP_Ucymd~dptA0a0~7lxe;n;cd-EOXeJ(8VFUd>MV?ylXuR+}~ZD zU8C`w3&Y#v8V*Gf^rp!o`C*stwChz*xQ9mOC5uGDeMtqEH9(_LM zUfcrzEN!@1-{~V&RY$s4dFzGj4=o+mHtcxV_^=hc$01)9pWn0Hece?KL}jvaAKbUM z{0ZJ;RjC7Cy`&ki|0<#A7zXpNpFP=ZrVkIs`_INZG3%ovqI^+ZBX>vsj2avh68Bd^ zXwcR((h0MU^3zq=n<`{+=(4a&Vg16&g>4MY6mrZv!!z3*<{GZ_rI&LZX&EuVFSt3A z$u8!>FCImuryVYej`S7Q;aeEoDTHEnX0x$AIhfYJDK2YliHEyP-3=`r+AgG%@4Lt2Zmk|c6aN{_za453V1{T}@mDjI-OyOu3op*!8UeMx)^Qgl_ROl?lzu*o-j|e>!o^GsU)uviSM1>_B6{e!>qy7B9l`UJ>ralHFa9V z(GGq=KG#ezrLEouz6HLbz9Qb7o)fM@NN5*<*6XWQ*M$S27`E zprLlksBY&LJko5roALzruL!WvcxrS_#qZ7s>T1PMpv;D~_Qk#q!#$hWo64~*Z&Jpn z+gtKgw_ao;vM06<&u<^!ZNG7ks??y{zA;v=yOraA_qsViE0<~ zJ$7FFJO5^lZrs)*XFeL%s<8Y5=t3izn>%i$NjJSlRMlK;+4FOy&JtVyaznh-EY(dichLzCo%rghWe+)o{zF3J4Y6cP$P;) zmWciq^Es}X|4s0+kqI_AniKgSWxU!Q4D=Daq&GM`ZC2VSR~5H9rA93=ffk=}}a?x&SyYFd}ubyaosl5w0@ttGJM=gl_ z7|}5zP2|)lBc^%$Y5!EMjM>e3BHol&sIjhOU~XBwn&+j*@mvRk+mFBOU+#0R^f=a} z#7+2wJYVW0_CwFq-)>@kHn)TM>^4>FrInJ7c`2oExe+7((p|+9?Y`pLqK;I~i@U75 z+(3o>rDAhO8&Qj+a!1M0@iCj@n+81k6Z4~kTbdf`j`zsE3cjhn-M;7Em7X~FD)(ZS zs+NcUT0?$;;-VtH<}>Zj=3V0tqlKOaKFJ_7=}yqr78&cUC(cM|w3^wo%=a{ON|F^x zTO|D&b|)mKw6xv&bA4oRyF);ZfY6n8DFYVjjdcigU$Z zP52e4iQ{yX{={(1zSOFlqi-2ZRX#gdSZ%s&T~lVO$9T4Gt~9O`YHvKO%F<7;f;9}c z+zEIUCNU$e6LdeFD-Ut~>nZG;9C9$UR#`o~ zE(ZPx_!G9qREnGx(I_IzukSym{tS=!6*VHp9ltzK)|iYIW05k(UD12TXNBfVvO8>U zSdk>@ll&7J67siiv-gF&u3A$*DGqnS&53$Kuvs8G+=52_hJjZdN({6v6>(r7=uf z6$=Ma^h}y5 zMd?(bse7kdmU4NDF3IwRwegkolyU8ppTfzXWOdl5=l`+~KT|3GhJvpv*u!MD1c&;?|o)5Vc`YSXpq=N6N zyQI1YP25E4mdD{Szo&NJ6TMF|p|RCQpBCt!P&6)E%!uffF*V}0CG-v^F>j$z>aMPF z|MZmb7W4k+so=TqPVIKNKe!Kb3YPT7daw9;`M!EK;ezH>b*Yf(r~Yuoo`}=-R4uN4GK~jRodQ z^BU+_bzCRgTE)!MdS2}eu2Y%()BUFdjrB!VY4IOL_N))Nmt;e-*2zmJZBshy-jlBr<}Li%|xxofzdD}Cfju&GZ{H+cd6XBxBg zORT$B{zI(1`@tN>bL+YgF27J`ySsb7yKky#q($~qvx$~8VRU@{1P}b#+S(9KVuMV- zhV!4*8F!iHfqMSp{)&NscG3DEmQ^ph^ZL$(Bnvs}8SILX*NM|Wev%47@txd{SnH6_ z@wM=|y?b1D<&wfx>y6pcoQJPVb!Um_1~FbB50q{RbL`JXq_zwOL=~;P@z821I8r5b z7aZte0tkJL|jDl>*!Un=@PyKcIs|=MQ=erKUHcVE~I~H3wx|R)!8k!P|CR% z61Nrz8SA_0Y2<1kw-R&|rZ!{M+x9!-#EsH->4#Wa*lfR{zoZWiLQ%`(Ls$Co1#1^jXH7@{;IdB>tv@I{Q+I9D(yz8wbV{! zyv5_|Y_PBX&{%H5J3&4F1blRgu*Dun?|@NeSvVEc)b()On)7L8^Z~|W zGs+60(7Fmspf-HJrILy#ep1}epS!BN{*y}y6)jVr6nGUM8^0}KcOY6jZtSs(qVIo4 z*R(3|L}Y4R$$7s^c!G>$3?f`d)%wawNfo;|28j7YYXxo?)!;B}#lL;1V*7tKOzhz%{6EA~})`ur5!tCAwvppWCpc;4x)FFNzgP+|<^5lg|DmjC& z&uV7H=$(Q+gUe8+WH7$ykMtg<%j{rG!aXaOJ)X|RE#!>qO86a{@s!;l9dNcYlIhI0 zWcnAZHt1FQi!%6kDyfV3hHBBap$2#-sbb)x^n(QmK}F2%c#uUTw{kqWCmTm6Fo+X*2c0dz`yR@ZKDX z|7Q(c_TQURQ9?(;t(!uPX*wL&YxLi{JZMxr^kUODkf;;d%m`=ZC^hFztD+G*@qj1)qN~>`UkEZ`; zd36{(y&(LQHgdRBS-j>r)E*wgLo1^t$M@UNW*fK7adyBd49}~poSj%UzuJeM9kSXB zPI_f}J?4X%@25gD1owv#c-@wA9#VJePer(ykdu>qnK(fRMPYs)4cY^0F^#NfZmUyN zX^PY5;00YH=2@5cvqrcvCS?}JqsqJpqS%YtrkgHqr>NW4qq_SR#P2Azrzzn2v2bqo zp~q?o8~!cmau4_of76q#1^p0b$v%Ln_t0XbU&IY3&};7?#dWyTM) zke$K&L(ilwV2$kw8o^uI5&B?eVkRD0UBSfn;#zfv8g3mNG{Qh=JXAQVQ}0SgmGBja zdqcblcfgJ};QRgu7rBJ=-|u?WNZ8HgB^Q!c!v>fQ6QD4=A+aab z9jawZ>Hc#Vztn(%NNnj@%L?Y9e2LCi?Kt18GwVy!m~ zxc`3Q!|osmb#W_kQPW7;pBGLC?ss2l^W9a%^BDpL^KRtG zK`K@Y$6)~97xRdvr7GNVkEP7ysvFT>C08G#9Q;AIogQTMgW&I6mBQh0Bt!pskux)u z+?qN^Q~U#Zp#6vge|be^x0>C{dT(Aa2ca!3kH6_1qlGcq7;SvunJ()&U{mfe-WzYs zQPyQ#AWoq}JdM}bGM?uyUrEK8WW}Y}XS?WAcpnDHd8+lZoJyb{W8kT;5Q$B}!ZWk_L_u+eAROTw>6@e}hUbHS<#Sg5^tFR~%do~=Vi&qzL&75#6w!ku4 z^PAflj_=qNm}SH9_DDk1dz?&Ep!4M`vnzhkf7;XND0dFG>(zFCVwroKS$)7RWGcL2 zpvm1p-P=;pd<3Ox6QY|)VYc{`h>~vR z_Bi^x_q1!H_&!Q)*rdbjV)Hif+-3gjoORc}L3Q4Sg+Cgl_;^r(ir~a<`){X)JqZ_= z7ToIjK)L<_3kelAFk+dxGcv+D*oA^P2eU91RHq%-QCbkYosyyql>U`=$(yJ>9Hv@5 z1w5f6YVyv)e|7^Z_2qG6xnSPKiMOt~*H}kapR>e|TXAXVM?BGn6LXo=SRBWSXe5~^ zYWqn`1)sFt84N11&+3Mrw3+oxyoNd^5`FI~VZZeXtaCJ7Pxc5h8E_a%Oykch;0o~RF$hMT>`bKFP@>*=0dO(={T!*t1I zO;i3g7fT6tS#IMG=1?V#)l1G|t&uL`Uu1%XXS;PlzHPNrF5AUn zE$+42t8tbkx$Tei59mmy)J-00wv$)m{JL0vs%2BVYrT~*+JC5O>T6!Pp{7c!t)6y2 zFv~SUYMekPh-s{xat(8y)WfN0wdK=uE9Z@I?t5k_>8+g6yzCliwv#M#g|x{0LabZc zJma)69|+TpdeRWGjpl~g}iWTHwtZCd(4@>Xg!VVomkFpqO>um zsN*zQ8E-zdCksFIMZ#XwC%n-HO4Ic2_8hT;eo|R)d=je>V^_rMv#NO1`a@cQSI}Ym zx-h`FFP%WNw&sf{A*51*S8d@;P{F$7e~C=o7zgOz*Ica^9mcwiDmwJr# zMBJoyv?{1qtwXN+LJ~Vpd0|U(bG;vGpHc=+eC(ws^l=)9m-18Nr&*htY*llzlgf-1 zTkG@0U-n+qN(-#U>TGL-TuGR#ezI#TBg7BlU3sXz6TQ?n>7jkp?X`o_Na>t23%7`a z+}ypTD809I(kW+mB*qygbhEoi_pQ0oNjuV+C$tbBTKS}L+}3ZM_H>tgW~~svX$xdi z+hBB*CnmHKUG{11uDn9q2-5w`bScY>Y_6a^0`9>|rKvrXTIpA(zS71?sZMlm%W<|N z{w+N+%gYO`Ly}`OSGE~L<>O`wC$l;vcvQ_~oD~}g#f*aTHfycZ&LZM5=}ARIIT>7c zi__E2t#oHk%oQH-{~j4#m1jnF;s#64s@BBuv8&csh;dXtPUjv=G_ERyReo@Tsbkb|83ECEAl<5{a z$s_eyuBFBoGMF6NA=fZ-jvXa`)gG|3{N`PE!(bzKYonTUQWo?$RWR$SWvpz%WBGwu zMVbgEzkoH_L|7|Dn0N7J`U-kH-r6kPv^oh-%_H(kJB!svwyml}Nh8e|lo+ z7q4lym;}F>pUzMtlhWA2pNG5ehFI9{FEp2qnhn*DT33~hFm||-O~2}Lv!fr%xr}}8 z@3IK3Qc~{SaA`T&)kHhBoW+?dF1913GR|=E3EJ3>>aXAl zHN7=bOf7_4HRZw9QZX5;`AA~75Mj5}#>l9swl16&*BIAb$Ag-yx?xhJ zDmZ=Qe8v+w($eiRVgmPRAG@UVRF9OhS|5Z_;NI)F+fs;=h`)#+i00qHnaGRFPI{-J zc!DR47B-{lC`a7&jy}X~#aT{Pu?Eg5TcnhB87a|?CI{!MO`YL_aZ|}>X~G?`v(eX; z!ze1J7oQpTT$b+UwtHztN*Ao>c7kx${zP_g(Y_)r(|z)2E3s37h)2*jJCC^8OhUb4 zp%cy;>TUI<+n_8Ma(#2QG|%}Z=EeW)l=Dq&2y>!~RE-{pE7`F#gqq??tF@3+isT+1 zgaYd=PBOd2*3L%pDe=z{@gIAGc+9>jsQBDI%z zhD+Pc9#VO@F<+z)=6syl=ZjsaJFeplPHG<^dgz09)+OhmVA)ww_HMSRi8wRNvaa36 zUZJd_np2gg)*+l!GdX_ox;0%|ZF4ih0ZeT-lD5&KpuMolUMLQI|S zO7npna~#dzZ+B#wZUG{^Z%+Mnom z15c!r-CJB}H*^k*@U^X*@R=!R7yeC+Bjpj^iW7%*`rjiaNG~ z-9TAjy>)uXbIcji4Ce}~rl?fJ9wv?vX4u)4Z00wqD=wTPh(?NN7Gsm#&WM4ZzQ)?Z%{dCTQ5X0a ze+yyKX6vhXRK8}!%FDzQW*66WYZABN7kiR)!2X28RW;^lrF5DIrz}tQhxov$EWWW1 zibeVUtqhNxT<}@>r7+{1+<>l>Ii(+Fc5#MvPH1n}hYwSVQ)C8Ch1ub^)G~X) zhdK>2&cY*bKYb|szwqVH4#^-&1NmBB)fBx_LMvllx;TSnq$X+Rx2q{UD z()ix@{eM31*SQ|w-~YZI_kCaEGv53C{>*DpwG%T6w`6~&Etrk`B6Et)VAk$FwP_7E zS0?ku%=Y&ZxGRa&faF{(O$T$dLR3!y;)sCi>Y&I2s>^~sx8A#P?zvt@ymE; zUprPpvkMRJ2mXOsV#i~7E^RiT+PAiCc~52}&1L@FtIU7tR=cpgBJugF%yt`7eS-Z9 zKA?^ES!Ko2KiC(mU*&Dy8~0G<+ERNU*n*i<*P)&LSQ)T;>6F@e)i{DE*cB@Y9iqn@cMr=ldc@k2A;Y0`|i^y>=D&G%&|>L_>FU?w#5s_Dku>isnZs zp$*aTMf5zK!&;T&X!rdY-!Z>>ENAW6@97lg1Z~2Mt##Q8%9*2|RFA^)ZN+;j?q&Tz zJ7!aNZ#c13f~sSg@A@$`?}^55Odr@}-l}m8v%Q~Xp3jWh;p`OBmsxkKltwZK$=Tn$ zYo~SqZvd#&T9l?jy%QSdRyPH!d#VpH`>Z|f&wHzDLh~PL&8kzF7iXM)2k#bN51HT{ z>dasBy})N9L4A<+Q<*V(3p-?8%esaeSzXhf(YKWveyz6Vy$?q-PTIFxW6oTuHoKu6 zJ4DSRvTt5$$NapDnK!k5>5bZ;QVaU^J}tdjJE3$BJDYsMT(K6VH5;xjwW7D?W_q%2 zp}n;qGxL7soq4;lxBP_V$_8cm!+ecdd?Nw&>^R%+IyO4O=kl zZeMz8KQEoZn*N6J0QO$_o>uid_SRcix`sCGvGlG!MsLb1%sG69IBHY&Bi@^}P=lFY zcOJ87TXS^umPB{D>a!yIJ{jDf`l01ON7C1>_U-$4zAB+%Q(z zzsy{=hv*e4GgtX!Wa zt-Qs`v~$^AYGSoL@6WrR{i4sWU0m6*(vLNM8#2#zA7~^X1$$4kD_z=cPIK|C%f8k=G4|$Ik6oxE_dTia2w%!doX+ETXsLXhn3fNFiY|| zH02KXv<@>hx|dI5E%eK!{aMR?X=!WrVwqezt9C_YdTq1HPlmkb2>Xubt>;xYRkKx-ax+(VpOSf>7s^FwHJsG`qJ+( z445}#Fa19;kMs^^`d-Qy%SbHT)$si&v|@N|EH?Yf+D&kKOl?4A1}m}NW3TYeywCbI zc17EzvWQ)UdQ~o9P27UYM%8U9omsJcUbS1TM|C}H%}>=gu{673C*I~Q=KbikdYwL( zRm($od(2JcZRlkiN^ki)>%e$GDFEz&Y##-m}uOatf>XR$`y5 zmRz62s@9+B)9B9%w_BKP_#*vTDva`flyno~sR(Rb@%cc|F9q*63gxwlum#4F%!j&nda7>Gsx4eD&xa6U2TGxP^Pg?@~orp3(v9n8+7x3X&NQsRqWm^u9z z>n7Tl_J`i9;3L0eZsl>vwKcB*onOa)531e3&hTScp|@@Ir^?HXBUl0YdgG)@H^!WX zur72IYq4ITukudp<+e!IyYOoi*1Qe<(qkDr*qVs?17Mw<)d8Uct-pp59~2FCiKGly_qt;~wR=d2?mk@<8^VJF0vSTGo<&rJGBy zvWM+j>&qTGTb8fIy02ZH%vi+< z(EIuFf8oH+^lBaoRF9(ZFEK`bCZi2EA*oxTldscr`E{)`5}D?fS$lf35vi{ixP~nZF0~4&Osq z-LM7neJwNoSB4k+u$SWk<~1K%dZo0aVQ%R{_NX}si}E5E>`>aLVOv%&?!!Fem6?Bh zH__Zm_}>PifTQRW>A~>~+&mcnaZkfI^m77h+UD{mpOe^G`WSZC8`W@fX&C)=J$SFf zW7Yq#m)}v0s!VLWqViB>c;jo8W{d(iV_bJF=A*A(yMQ&%t!Xu`kKH?h)dEAAjlDe@ ze-+Wm?!58iH2N)9=M6)vGIn$fcJ(ji;iVPv0IqGlfHAo3*_*u&zXz7TMrU7TACb*U z_ky7|e0k!TpP5y?l-`gMQH$@ceT&sTv$0caK;-h(GKPvFy= z9kSoW-%l-dVc+gqrGczT=u&Re@D}sfPpylMA&R)p`!ez}M89@{;uKeC#5G;enJku?XGG7@+py~l%@@%|AJ^=3pfHQoyT z6I%Ii=5tSH$HKp|XY&?(m&M|>;$0oTGQu&De(O<;dW>O@7~WRJ8?bg_Cj1=Y%-KzKC|%;!ouDUUk7qr$d2gyF(y$a&yUp-dkVXk z^!x0O{{hFAwb875eXd%6n-L=oUsg|G^kONN>NZyT_Gh)%OK9b|hMieKJq~Zto|Uvq z80DIXEU(0jhIi43!N}sytd{zS7VrT2k)I|8T1rH;Ena0SWN9Q&U&pM`Gue;$1jfP- zV27mE<#DXbK7g0L z70Yr7Z@s?|Uvn8VQ0{IVS-GG6lpk-L+4w$|{o6{3k(L9%Z++JIUCeriRhYj&3OJr6 z)}Ky{!zv2KyQh>oVA=L$uIwA^OLGaHD>4aJ3W1KiThmRo*@Eex*gV1*@k&z~+^!Yhm@D zVAu8*?DxJQmT67&U>5K8o6M@)F+lnYR_LPIL_GHzQ1`Be7Nv#w@4Z;BeQN12_D^nw zjXNGYaVe{hPGv>F`K;yMgH_ijm$qZ1Wg6D|A=Yi&jZ92~1BbCzi|DvCzF`yQ;(pC8 zcV)(;|3OS;Tjypx%(aY~o<{t6BXNIM)}FOuR?xP!wW|}^9erwLOYFjE_Nac2U8!$n zZ}M5p47rZo0NknL`s(=V3+Tflba!8T&QM@}gcT(_6QwOCdYH$Kvjgfn*q0g}L>HgL zB7Ba7EX$iF{$MB7?Ms7s&&GJ{Tt9jk2l3v<(|NKvBiDPfC&bqDaBe{CG#PCAf=d<4 zI<>xLX&B?XH$bJEXfYmu|2&7476)SC_aVOS%D9xA7>2){iuAu&U5T|2TN4fajhQEX z;8hn^-At_Zq6O2Mb=;S-`s6iMjP<3xb1oM7F50*|0P6@w?pLpS-~p^M`x7z15m;hZ zSgb^QaBl59^!6*(n|EjR4Si`m{hYp*50TaD;nkDu?)3=sORgtcs4*HphBeoZB4?u+ zf7zcE@qc0D<9c>t9>Th>;k-9*C}Zk-5QX$)Kkdud>)_(*&g=rg*cb80`N&Wsv#i!* zMfxh-?Tx>>10D=O(gx!<-{Rec-?GBybXL|3W3AmFRswIuYOR06`GxTQO4fc~OjI(r zv>iKyb!Sf7ru9AG2QiAeQTbe?{5tN;W|aJG>`!k-jphQ|rf~6R?9*^)d?hhVKU$Ax z)ZVSOq^h<5L^Td!`Y$yIxrXwEUyvGU5@SX4G;J6W|?95^gFmeh*dB5v+m`E z>fy9PkHG%liU)j)_m^(~_1x$9Lpvs@qljv3L1)Q1nQsy$$ELF|%PPzHn1~&yI}J_9y?&%rQR(NgI!Ze8%w@HoHG@ ze{U?vuC$Vd(Bc|Hdv_Kyf>vSP&YnO$3JJc788kz&6pwIqCG#7uMPL8IEQjCNzj85l z?#pPU0=!SF#_^=j_1n03*Qv;*A<3 zm<9hParHEguX(F`=V}Kqyo>0s2cymZ#tW{@3RqXaK0`mtVYG>E#>)PO_Q|MHtMa$B zOm^WNAKSC*(#}}8GmwgYd_Th8K7?-{Md}MmMKT+U%()$`z21lw z&aW`Hq%#o_x(vm>DwTMf${x^j2yi`FewJBXU(w3?H{-5*ax^De8q0i~7m$qGu;ka4 z)?ycgDqiGa;>hOMf|KY6S)WnQ(X53Xg+6})O7(Vt1s2`F|Q1 zpQ!u}RcBWIglr$q-W&(8M&fR?@LhW7J2L}h5Gz>Mr4MK<>(!RSDs>}5K9ia&*rI7f zL6g~qWd`#>zA23WhYOhxatM$e%}!i9)#-OS8rFw6B_KU}>l>WM#>GAe+g%4Ogj3*Et;D@!pjmd9zg`J1uUHeeQ#8)9O0I!S%^I z;nN18XTFcCIr{$(qWIC+tH+_~ZCI)S$nHHz zin;es(ogV7r33HUxe&^JOvJeibE-~8!=A>f{6>#(AH2UkMYC8{xI8wq8$B5N!r>bk z<$jOVJMR$feh8gA@m`=Gkm^><*jNtD`WBd92AeC{xuXqI{~`Ufx6prkG5Bwce=ae9 z?>F`cc!2owa4f@A;>o|Vlh~THR69fAiBNSRTwlc7SKj4ad;dW$X7DcGM&`7vSv`q2 zMLmJ_?TG!ljwoU#GZfarr(R5q@;a+5e@2fxBX1kA&T%Uw@&uxwA<*qU_S{^Lop5)j z{oR|E;UT=mwRw3d`;0D6L^loSCqdVLV9l0d4>x8_>~ZjYpW5@)Yw=o_(kF2SHfd*O z*X)hI>du?ZR$|6oja5IN17~OSZp$iTta!Pffo>-4ljgKHx)Oi%-8to2 zX6{U8Mv<$J-DhDR`pT}OSMod{9gdA0kHk(OLimj_wq=ooRatk|irDx!?*A8CJf5)) z_d4kZwS2qqj&OS$`a^f(>_{SvzYxpqj70r~_)b0@LI27gwB6SSj}k4^ujqff$r*#p zbXvJK1?&4H{YRI=`%{pN{=5_6@7Olq>i#djk7GB!B=RlMhT4$6+5xniU&Gp#sPQkf z(C@+~JVg88X=eG(h0bk|gw2qF`%CY#bN))q5ZxJ{+mE?y$Iyp#3N5>bX=yyg4nb$q z+Gt&VnO63X#O7-_aVbbcT0)!D41F5z!`0`nI@ml|-_E~U|xAwA9d|f2%0Q#n{LE1*)hsUAMv*-)zidEkPUvwt4 zISvbRF+6^hJ)dsFYF@~`PnY7?_az?aP7lHqH0Mq%&smH=ZI33bMc?ZbIC(32xdHtH z4-hS{fOmWnZ*wJnW@zO$yv*x(p!xJ6mC)>+iK&j`xQBv*S9I{TXdIok;TuJa(nBEiI_W=vCYh zDi5STZvi87r_!JOI5wm!cppy-Vi3~(CT+5}Sf@4)xgW<&SmTJnL>i~#5zn9@?)8BdJ9l%Cg)>@BwnD~LBI@?9TkUjxbi0Er($`)T#kMEvGy#L|oK7q_C1 z=hNS_cCAL7^$V?>xA6#<@Q%`5koEO}Y735|@zujdo|m>y0}RJ*-k{q%Hpoy`jqx6LbX9?xogv=-u$pN}96vH|)obr4s!m z*Wt~6WE8nS5zSJ1!JdaQN8u^fV02(v=E8qoc?^!;MYK4Q|F2k!xu~)M9_}Xeppibe zL$M}TVqadvQ#7MJ?#RZ?^kYwEG@=>Od@>w;89p`;32ecv;Nxi-oX$?iXA&Lk$GttE z6McB)Swu1e>329CDcF{l%~U9T8v6Vek;lfhS#az$xYdbw%YH$x-Ce}4cQP~o9*&X3 z-0uR{Li+MHfvZR23tmUc+F|3ap>6OEV>!Rl`d*z~Zh8~JUIKh0=~4f>p@9f`U*eDl z@c_@l$EP`a4Ga4W@!(w?X8_ASyyx)G^sjb-gPoYO`a5%E-@)P?O=-)pj^=u-MHhAp zdWBxSGx4*h;oJMd!+!J~^roM;S9KlsFErxXl$d58S_Ic%Lnc<2qX&8y@}A79%-cCe zBC%7js-1xFFs%6-*sJY`0tXY3enRZ`GxD{Vy&IQjoO2HE^8JIh!uK361Nq~$zWbw{ z$HU{+r5Zg`_hHkvfqMT%Ue0E>jb-RvoIr&7h(vMISslU44sY#%7cOSCZK*1IcvfD!nY*H-=OrBj1u$iE_}il_{e$8 z)ouf(hY{J_O1tS(wDfCwf9CRz%C_vrxFJ?-OCr6!@e2pmWwAFLJb*p;4(ES&WNry^ zIucKCKAwF=<{*4TyfBb@4uT(@;OS&~`5xjepHBki4Op#nf$>~sXWNz^kAGZ9Ut3Rh zkJ^rr#}lxFXVJ5E6K#&Ki0RrPA;%D#T}@2%BHWzG$l)w})$h!BT&R zw$d@QKX)Y}?oNca0zCkeiKm~%>K;WI%i}$#vnSe6O1=Op^kyfgRcp;_i)r(|1N~lN zzr<(weGysusoH@(SGIw3C(+Ax8{gr0&kxyM=T}CB{#=g|kAq%k&|5kf4>}YddJo$0 z6ysvU=;Izvq%(*(>1MR}D(3$D1ub+2#Ba4m#)ZBCvvEYf?_&9%Vh+Rr^#2^>_6)`= zE`vAM!kv4t2#;esKZZloSP$KTh-n>q5_{v-4#sP{SJ<_be;0L)CQkg2c7rYTXQ0x5 zh$u$TzT%At^e*-w=S*zN80_&7MwL!wJZU?6j-4H_CQ-~f9BaX)mAPIHtkTs{ZAx*bfPt4GgYz>^tRsVR&_%*MXYrCmRd{ma}T zaV&Ay{q+2t1I*h4ONkz!*}!r+_-+LKtBja_k8d8sn~N_+Hm;&4>IOXD2zn+ztNsoj zdg2rNLy_wkn|Y622s=~GLBMbeyXL$>y+1RO)e&FPnih0d;-)_nZEk?ZtVe5OP5K+! zBPH#K2Y$vLj)hha0nKIf*Y?5>cc7nn0xgGUi03XRKHC$0T?1NFh(s3Avp${gw?uFs z)kldY(&sdfSthNaRWH&WPtWE6Bx3}lCsSC9xhnC`MvOup&T%$vkDEE}L@q|cpOGA| zL61++u1}!P7trTzdb7tOEssH?n~?B}Ir^d9J7HTlWxhar))_3z2*{`O@I8S)y$PMV zh~pAQ0}o_$d3Rb5tbVBPwYe6$y*6Vw>#z^k#>9muawtm=;DbLP=39!_TZV|cJ0-&t0p&;OtZE&)CBy_r|9K4^zj97d4N8I0rl8wFLbysJl+4>#l%Dk@Dw9wsybUHM6 z0}tjdhxgJ78iLQg32Su)bFBY??jD0??vLypNqgc@`qfVYA9wUTiL1Xt$+My5pnB}} zGTJhmRSIQl*#eujF}<&QLzP2mNnC>V+>S(!LH^!^_wNAzM|^*R`#&QIzOD9Gc>X10 za})S|m$vAgc*8TG>~{2Cw`N3h0b^I=XwlqDKgLD0Vz)+{m%|&)hTmV&78yr$^B!D( zlYYoC*#Ea_jZCKpWGStoF387LSedi1bx#x3eZbyhi`n1PsO%{0^@G6nHuhr$_W9is zuhSdremL!sx z?3y>7$ngUpd8ZE1W7wJDSeko@HlC*6^Cx25ZnRr=LbFfCB41AL{V??VJ^H@fk8W#X z*kkZRPhff8gHB&Tr{<*w`WW?+-LX8I(azl%%d-LTY-eOv$!rOH-_ghLDE9hjEW<|V zj(bvm2A5yLhYyBlC&1CIkjd6i=L>p@zJ*p((35YW*w>snPS$}wqaN`7V4(Be=e`By zEp+C6#-EnbXTLTUV^5^&I5hh@?9Z)8+z2@QGS=o@?DSM<^c}qY1<(Em-z8jq%#4nA zk>4R`jV;`M^lWT{t#3v2zZicv0a<*A-iZs*)9tX0>tbP6r+;o;=(!%gVh#2p?9ADp z=@r|JmfMMSx?O>-z7NX1h|in|Cl+HH+hJ=rMh@MJ(s!VqN6+fD#44%+;O&muA^cZo*?eO?cB=AzcSJthG z`|O^JExHP5E(4aK9Cu>@?gyI}>Rx;TGZZGk)fQNYwnQu)u(j*ropuGny{Ktd`Y86J z&copNK3wmH%{z(fGqKM7pz-!ldjnFrU-0V4+j98l6~J)`wq`2+{Y%=|-vH$&;Qt96 zdYhWx!UBDd_4uCqKk+-4R?#o~|AtSSNBTu@u>r}b;qBd>)_rwb^VM>%1lCfpE1X$E z9J!EG+Vm3kL+HDcVs-rda`>}0%y#=78^zv0v<7FRr5_?8C9KOgw5ulp%R9*4d+5hh z?&}@CCC>Pgl=J9^WReKwwI;srO25h4$bvNAh}8`}i9I%gK7G)GwULspJXr-V&=m+e zVPn=qLwb?o&zxA`p%SZ87%=Oa(cQ&xM*-V$Ey2uz0}xd&la^}Wgp@7m-z zl33|@dP0vz>UJVF-3y+n#eK=u19&$9lOA|&`=X3;W?l9vVT~Pr^xPK-*#&BDjdfTJYt|NWgE>uj_!{ICVP6{MFzFs+RE>c!^!nNnkqb3Z(32ho>$wqU7eae zkb+I2>^9IzNDjgR9fcn`lJEZTc{ga?2RpSnX|_fpHz!vQbgvr{)QXXWxp;zE&|nH4 z&i&2bL(1Mp0>(nmXOPt~oIhKq?9+AXJp^^1MoT^=)db}EOCbHYuH7>!Wg(WR6&kMZ zSQ*V(kNP}z!InD@VMnNxU8#4$X70uHj=;YwXS)D@Z=l_V-_7g3aV_v{Ln$jGL#?nz zWw`S@b$m^|*8T!id=?l-Lcb@_DDCDLc>Qqw&a*sw4J`D7AJ*k^8o17d&n+p+40}$?n3~mFon~-lEdRA6L16M$^n_(w^ zLwk&*CqjugsO?=Ke5=mKSCP!8p`SYcBourB7{~J5J<2~v3O_@Rzro9V1BVv?U6tL0 zI|J1k_}89LqE}t2wgZB#fOK>8XD7~ffNooIz9CZ33w~}0L_Nr}D!IBqd%fN=P;5TZ zGY3CA7s~xn=k=6&t?!^Q3HsZSnr?t98A6klUdmR?>O9VcMkc>c!g$^ ztbb^W59X=4dKS0GVIs1h3FX|9|!Sy7rr$D92aQ_>wrXmNk`2Ii~^CNVd2Xs=e zk!$Tk2Vm>~9a{rsH|jTD=n0j20nNrhxgozj`ClKp_28@*(k4bLldm<{t$@TWq^#e7 z>sM-!4&PAUSMcpKVEL*}N9~9E2z%#a{-*-tMBsMRV*&n-?f)oa5$EcJM^~V+Uu7L) zs4hs6eFELNT9^8L*Fjf)dyu9(&$!s*$8~C#< z-mlgF&V(T;+5k%%=&EOE14J&TmuYjZZEj&_vajvCt$1GEGhy-g>6 zyVbeA3KHkBHZr$Hox5G@-b3!TCq-9|4jj$EW<_9Y;H=DSx!Lgh2aX@9QMkTC-o8ch z^p7)v=4YUp1y#QT${AeEAjiTwMVkSSQM9~TrA{9sYH8F330#f(R^fjY_}`7AGtjoJ z({jan3gx2()MF(lTA@!`2=^-dD?`5m$@kPNEK@k2N&Pdq_V|@^Y4ZzQmezley8=YY z?-KG`hL9~w+4jq{fJ1Gmb475rMrqgyxYW#*`IR=^kj6hDg=1{p@=V%FS z`x*Ea@iqRmPVK9b{~b^}vap~I&pfy_4}Q((e^LF3P$`M?pzoY|nuT>38_A(`m%x7k zX_XS~L%9xlJLIk%uxfcab9CTb3+zmDHFkNhb0>3cllUyhzkWkMSE0=L)HjE67xP;I zY9pTCIDP>Sxv7Q-)$ISlEA{6CuU^OY&q6530u;W@sYy+-4c3hB3Q%Wd;9#XBkTe5^ z7C@n&>BzG-+))o&qPZ2ySq5m9QiqUOdL#6+^aWhasn^J>%DAi52=AIh+ds(rD|aom z6{T8xE9g|FY`@D;y0j^A78xqR+Xm`gL>o)|rA2G5TLXzytx&ojeW4Mw@22w84E|QB zZwa+&QPngdR+{WFD%bIAMtRFq8=K)$qix1oUEgidEg{zuu3C_<8FEtLn(cl#v^QEF zCmob5t&g-(+JshGGptgFu}UgyP&>4FEy=I#?Eoj6^DoxnfYzrO_k=@=7c|qN z{Q;-MLm9-t!d5^{g(KeUs|cBRk*t>>06SjWj!B@r1`X{Q(Mi7ti={L*5Q_4+UVcV3iP0(JZ)Yru5VhgTv3qIPhMG+;J}u#{I?Mnv zbdr-|C3obAJl2DVyFD@5EagHzEv0_p)xJr=-#L5-h+JF@jDCexE+=|X%k|yM^4}8t zl|A)9&UshhZeNeQ*b!%j4u<4h-}e z!f9JuIxPV*J%h2wPe7}u(C^OR`vXsY=Du-*@%Cb9pnB}#Fvm=uV|S10AR^wobTm+G?KS9*y@`?|!c=dr|EDdARLl+Hw& z4fXiX-d-cXrO?s$c*sj(@plnVB8}>mUR%f$FRF7sT?A~}Z7sUCZn?T9d#*2A26*(l zD*&q$R1&pGM$`Jnmi4dgRJo$=C^OQ`Qmw%=^(goBY(~oq`8KQTyB1O$^v}wv&$LWJ zs?XFfXmi`v=VOkt}U(GB2&QqVp_giGj!#AARD*TS~ACRn{DBoKA zgpx*G(pFiL`dW|GiP~19HDUXq6K7qBdp9QHwC{0E;^1|;w;EBM5NT^#^D8`wO%~Lp zX)bloq*h~F`*FS^+MK}e*TDBREgai}-`C-qNrXHL$bJMq`w`}Xg|Bz4*=o^gA(^@KY!YiL^jpeAi+>%4P9E!@p7VvU0^eGcZs1a)8 z0^~=lB5%}7d!^Lnw1@P)O4uTP^}yV>Vic$47J|fE#y*~ljnJyQ#)ihP9?GtLBTBv& zRqtZ-z{Y;u5pI2zSK?#KLdn*in@`(pDy^r7uvd5&m6kqHqxNg5hu8PTXCdYlG&o3v3{ZR1G))fVlQ-r7`&%@VN{90Be#t661`fZ6p|N-DZCSn57dczwf(Vx9n^ZKHLPq%U9G6}Gp{_ioh<*27lmSJoi0D~uZ-pmehZ+Kqc+;T z#MeTfc0(+d5XPP;o#B)by|o(M*g95EY`IGz{hL@svXyGFilhS$AL~($A|=XpOG=9L zT7G0A7FW$Sj?&9XDWk2}Vdl|iN4}+s`Xp|lcC-2u@eJ+N;Q@fsoir-oi`S1=l?P(4d?=x@8PT2iVOux$eZ-PmhVmxIw2J=6D*CGw$idWQ*@@JY zTJK5~p;k%~YkDT`rVwMLREbrNV{g5iyxPZ5LMT#(cv_oyT8?Gc>Kbdmqf)BHOI%|8 zDb0969g*L9C#^{0{>YcV#tOzSiB06Qk|2j|XXxvtNW6x$7jN$ue25mwJE4*?iRrWu zg+zop>Y6g4c1y$9kl?d~Qe!vO9k~!GHFi@E{K_36lPkg<+)N)2q)bFdrIu;ruU0Qd zthoIQ$!kvQGM!SYy=`ivc$L;cY<5~s+6{Rl>~h(BQrmlKmZNRaf9;!eQfAdN54G94 z17BoBS(M*Guk=`Q(aMm5*1`|4$YJTLlvtmXQIeDw@B5J}dPC#$(7?LnjIp$Js|7ie zv$kA9AuXsHF1K?89{s2gTXOm@VpsGRS|RBsFV!ox-*Z!H3q6bO*pFbn(mVBAYG4*> z;ctr8#77L(bMO0HJPN%pFouO0PQ*9J}t%Z3^BQ*K%&Mk{QqD z)3jd2A-<^zVkL$Q_5A7KkhVpwX|-6tT+*srlek!Rv`A_RxfVUKK;eUZ;wSnf_Y2-S zVbT6uDW*eCA+;Cb3xZ%uPF5I`~Xtj2w;D{DRDu+6zuvT?26pA&B^hf%nv1jU*(qc*SNLiN}x$Buv zi@vv_k1HBYc5+y%d9-iB6zP(uv5`uU{ELN5O{R<-_-`%3E}bk#?uL`;x&gJ zjS!^8;$35{v}No^6*~_-Z+wU8lUqqCC~gf}5%sGn{?Tj3Voj$Eo8QpG5@R`pmLmB`m&6Ux zXRrOJkI{$FMp}e=@+IX(?#yp3)@!6Jhr;*7ZiV)nPDsNa|09!f*emUYpFk`eVk3<_ zNIeds5NgHVrn)#pF zEy>a&NpjfwA`_k~XQs7OQ<MmGBkMlxVMv(uF#-Geu$J^#oq!S5All#n)>PddmuYi2#MG;3^O6colY_ zpi^qduNXxGtiOQFJJuP_7t*LcYDFSF(HLtBG+LV2>|Bdkpc6{dg~QrfOG>G+E7qlT z6Q)=WVU{w=S$vqkk+$4dIy_8iY32{ixnE!@y{tbp_TSh+y#!Wh0-qvyiz5on5bh2?rL@}%8Pn$V?yHhDt( zlpCnUzDaW8oBg#epTu^Eskj#u3l+sSGLu?_LysZ^%Cd4O2hC?RSjdF1rdA;>aFY&7 zxO5Q$N1@Y3_csxOtw|{=d?{DHCTElMYQ-`_Z}~pgHi)kVK*h25|PC(leR*K!Dh92R~l zoV(I(DK;~bA#cPvdBxBpUPg=}ZNiiu4Dq)vpTufdenA&C)u-l?dfHX%l_uiguQ2+t zMt?(1;mBQoQ=3|wSWw@len+BW)e`mFIy(s+%e_4mCoVcqL0u|7hwA?txy9 zAch4ju|8gjK~aiY)FjE_fK>Jy`s7}CW$vaD)$!t6@W@=IDZH9+r8H?6i7!giOltL3sbar0gwBVOebYFf7+OD_0iYCpN--TzBdYfE{;VLBo4D~)oP!jIGz z(_kAso6?v^Y!W92ujsoq8cmq9piL;0m|1wEflbti%@RK$*Zv8Gx*z=y)XKY>Xx)KY z7z*xMTa%PUv(pBPxAb}852bIg%YUwg-}mumd{TU~cZAOxaz`G7zCKCG;;HsW=cTqO zOecNhvFF0B90j&mmDr6~j=*M0X`Z;q{upbtoX|SI1s%ds>uRD$>Yy4vk&-656|f6q zh!brcOE5Bi-YB#m3PR?*xw`*3DIXluxBZ!I{9Teir-^7x9c{r}ju& zC>n~(&+s93MU2EN*jk$REh%?n0aAM)P}XAE!X-<$6jS;u1S!EQ;fyRxk(_(CfF?9n z%01IwgqzYM*2DXeJf$yiN;7?UU^HcDRnS5ziBn3oX0^j;*tS5hYvPCH1oDD|)|s*` z!!sqLxRWz6@LRxC`R_J*s;?v{+AU@U~_=GuihMJ}iwAN)lpEs3WzgfpSbcybXm3XIK zOZQrMEX^`KQe(=^IZ1dP-UdT+G;u@ePn?#g!7$L6HxiluLYgC^@?5@zWBv-AwdNc8 zTUS9_CDy1gp8{rKNr|S_qNEiO7}X?8PD|Q!=C&Mhid_^x>j=G~tLYszRnm%qT{hV7~ayQ`-D_{u)q)AQ31DP6!~ zeFcrf0sU?yNjwY4Ol6&>7x(Cp_C?xCRk0C*Tv@&;l}Ig=9G6bHQ%G9s7WcwKdX`#E zTYRL0cv-4I)L1DAVZF0|p7b(=5J zkrJY_fzRAt`#g2UUWJa~q*POT%~9Ns76^l72FBo7@Y4U#y^!5dzlj!}d9R6wp^=;k z^wOt*+*q*Szr2r?ZK7}yQ%7fFDT)Y5_=PStT1xQ|{z7l$eeNf{*BK)f1}WuzbwCI$ zB^)qMd}twQ!94ZlX~Abpu|{(i@Oa1Pp|4k|DG*EF*h1&Cg-cSWC^0&j@{-duK2Pe@ zABZD`J~h4R3Y^8vtLU_M%^fO-15LC^{%|H1S6YaZ<%bfMZi;Zy96}&efq~Qdr=X=; zR?sVyvAm=a7SAH7MH!Y?97z}Miiea;{sPvtB*aO(tE@zBP32k9PAw=C4<=Q7CU%|| zxLHo{3qA$pp?J6zZu%s2_E`a^bp|WX0%IuXm7Fa!$1|TKr~kpubjj(HocmO`wPxaF z%E(oLYk25=VTv}T_S6{PY>9r%>(kU3+SM=li9R$@sfqUDEA)PXy=il9iNX?^7XJl} z6Lp0n=9jjCKq-;mflo_YaNjb-Ma=!Cu9P8-3mKNqp_yqyd((O(XH))AE_DQkSQG0~ zM`GDx@4Z*hCy<0=KDEYBN{N#~fm%58BvF!S#PFnx~bp zbh(m$e|?@hb8el{WX~))sdK+bZ4U1@)hveAoZhccCNxPcfiBb+GSjDIf0e+%8S2Od zOAoy)EmSC=NX|m%QnMxGxo4@*GK>rTm@0h9Q_IMRvrj|yU^yegJMk;lQW_ zH1$EoMik?~N<=KO*lS1pH*e?`Y`hX0(^{Gs7jzAz#`?t!*YGFMMsiIfbb(Oa)f%W- zo}1nplcJ!x_skKg&u^@HS{adRAu)%rWo$2Srmm(sg+LpYGOb None: + """ + Actually, this implements stacking frames and skipping frames. + if m = 1 and n = 1, just return the origin features. + if m = 1 and n > 1, it works like skipping. + if m > 1 and n = 1, it works like stacking but only support right frames. + if m > 1 and n > 1, it works like LFR. + """ + super().__init__() + + self.m = m + self.n = n + + self.left_padding_nums = math.ceil((self.m - 1) // 2) + + def forward(self, input_tensor: torch.Tensor, + input_lens: torch.Tensor) -> Tuple[torch.Tensor, torch.Tensor]: + B, _, D = input_tensor.size() + n_lfr = torch.ceil(input_lens / self.n) + + prepad_nums = input_lens + self.left_padding_nums + + right_padding_nums = torch.where( + self.m >= (prepad_nums - self.n * (n_lfr - 1)), + self.m - (prepad_nums - self.n * (n_lfr - 1)), + 0, + ) + + T_all = self.left_padding_nums + input_lens + right_padding_nums + + new_len = T_all // self.n + + T_all_max = T_all.max().int() + + tail_frames_index = (input_lens - 1).view(B, 1, 1).repeat(1, 1, D) # [B,1,D] + + tail_frames = torch.gather(input_tensor, 1, tail_frames_index) + tail_frames = tail_frames.repeat(1, right_padding_nums.max().int(), 1) + head_frames = input_tensor[:, 0:1, :].repeat(1, self.left_padding_nums, 1) + + # stack + input_tensor = torch.cat([head_frames, input_tensor, tail_frames], dim=1) + + index = torch.arange(T_all_max, + device=input_tensor.device, + dtype=input_lens.dtype).unsqueeze(0).repeat(B, 1) # [B, T_all_max] + index_mask = (index < + (self.left_padding_nums + input_lens).unsqueeze(1) + ) #[B, T_all_max] + + tail_index_mask = torch.logical_not( + index >= (T_all.unsqueeze(1))) & index_mask + tail = torch.ones(T_all_max, + dtype=input_lens.dtype, + device=input_tensor.device).unsqueeze(0).repeat(B, 1) * ( + T_all_max - 1) # [B, T_all_max] + indices = torch.where(torch.logical_or(index_mask, tail_index_mask), + index, tail) + input_tensor = torch.gather(input_tensor, 1, indices.unsqueeze(2).repeat(1, 1, D)) + + input_tensor = input_tensor.unfold(1, self.m, step=self.n).transpose(2, 3) + + return input_tensor.reshape(B, -1, D * self.m), new_len + +class WavFrontend(): + """Conventional frontend structure for ASR. + """ + + def __init__( + self, + cmvn_file: str = None, + fs: int = 16000, + window: str = 'hamming', + n_mels: int = 80, + frame_length: int = 25, + frame_shift: int = 10, + filter_length_min: int = -1, + filter_length_max: float = -1, + lfr_m: int = 1, + lfr_n: int = 1, + dither: float = 1.0 + ) -> None: + # check_argument_types() + + self.fs = fs + self.window = window + self.n_mels = n_mels + self.frame_length = frame_length + self.frame_shift = frame_shift + self.filter_length_min = filter_length_min + self.filter_length_max = filter_length_max + self.lfr_m = lfr_m + self.lfr_n = lfr_n + self.lfr = LFR(lfr_m, lfr_n) + self.cmvn_file = cmvn_file + self.dither = dither + + if self.cmvn_file: + self.cmvn = self.load_cmvn() + + def apply_cmvn_batch(self, inputs: np.ndarray) -> np.ndarray: + """ + Apply CMVN with mvn data + """ + batch, frame, dim = inputs.shape + means = np.tile(self.cmvn[0:1, :dim], (frame, 1)) + vars = np.tile(self.cmvn[1:2, :dim], (frame, 1)) + + means = torch.from_numpy(means).to(inputs.device) + vars = torch.from_numpy(vars).to(inputs.device) + # print(inputs.shape, means.shape, vars.shape) + inputs = (inputs + means) * vars + return inputs + + def load_cmvn(self,) -> np.ndarray: + with open(self.cmvn_file, 'r', encoding='utf-8') as f: + lines = f.readlines() + + means_list = [] + vars_list = [] + for i in range(len(lines)): + line_item = lines[i].split() + if line_item[0] == '': + line_item = lines[i + 1].split() + if line_item[0] == '': + add_shift_line = line_item[3:(len(line_item) - 1)] + means_list = list(add_shift_line) + continue + elif line_item[0] == '': + line_item = lines[i + 1].split() + if line_item[0] == '': + rescale_line = line_item[3:(len(line_item) - 1)] + vars_list = list(rescale_line) + continue + + means = np.array(means_list).astype(np.float64) + vars = np.array(vars_list).astype(np.float64) + cmvn = np.array([means, vars]) + return cmvn + + +class Fbank(torch.nn.Module): + def __init__(self, opts): + super(Fbank, self).__init__() + self.fbank = kaldifeat.Fbank(opts) + + def forward(self, waves: List[torch.Tensor]): + return self.fbank(waves) + + +class TritonPythonModel: + """Your Python model must use the same class name. Every Python model + that is created must have "TritonPythonModel" as the class name. + """ + + def initialize(self, args): + """`initialize` is called only once when the model is being loaded. + Implementing `initialize` function is optional. This function allows + the model to initialize any state associated with this model. + + Parameters + ---------- + args : dict + Both keys and values are strings. The dictionary keys and values are: + * model_config: A JSON string containing the model configuration + * model_instance_kind: A string containing model instance kind + * model_instance_device_id: A string containing model instance device ID + * model_repository: Model repository path + * model_version: Model version + * model_name: Model name + """ + self.model_config = model_config = json.loads(args['model_config']) + self.max_batch_size = max(model_config["max_batch_size"], 1) + self.device = "cuda" + + # Get OUTPUT0 configuration + output0_config = pb_utils.get_output_config_by_name( + model_config, "speech") + # Convert Triton types to numpy types + output0_dtype = pb_utils.triton_string_to_numpy( + output0_config['data_type']) + + if output0_dtype == np.float32: + self.output0_dtype = torch.float32 + else: + self.output0_dtype = torch.float16 + + # Get OUTPUT1 configuration + output1_config = pb_utils.get_output_config_by_name( + model_config, "speech_lengths") + # Convert Triton types to numpy types + self.output1_dtype = pb_utils.triton_string_to_numpy( + output1_config['data_type']) + + params = self.model_config['parameters'] + + for li in params.items(): + key, value = li + value = value["string_value"] + if key == "config_path": + with open(str(value), 'rb') as f: + config = yaml.load(f, Loader=yaml.Loader) + + opts = kaldifeat.FbankOptions() + opts.frame_opts.dither = 1.0 # TODO: 0.0 or 1.0 + opts.frame_opts.window_type = config['WavFrontend']['frontend_conf']['window'] + opts.mel_opts.num_bins = int(config['WavFrontend']['frontend_conf']['n_mels']) + opts.frame_opts.frame_shift_ms = float(config['WavFrontend']['frontend_conf']['frame_shift']) + opts.frame_opts.frame_length_ms = float(config['WavFrontend']['frontend_conf']['frame_length']) + opts.frame_opts.samp_freq = int(config['WavFrontend']['frontend_conf']['fs']) + opts.device = torch.device(self.device) + self.opts = opts + self.feature_extractor = Fbank(self.opts) + self.feature_size = opts.mel_opts.num_bins + + self.frontend = WavFrontend( + cmvn_file=config['WavFrontend']['cmvn_file'], + **config['WavFrontend']['frontend_conf']) + + def extract_feat(self, + waveform_list: List[np.ndarray] + ) -> Tuple[np.ndarray, np.ndarray]: + feats, feats_len = [], [] + wavs = [] + for waveform in waveform_list: + wav = torch.from_numpy(waveform).float().squeeze().to(self.device) + wavs.append(wav) + + features = self.feature_extractor(wavs) + features_len = [feature.shape[0] for feature in features] + speech = torch.zeros((len(features), max(features_len), self.opts.mel_opts.num_bins), + dtype=self.output0_dtype, device=self.device) + for i, feature in enumerate(features): + speech[i,:int(features_len[i])] = feature + speech_lens = torch.tensor(features_len,dtype=torch.int64).to(self.device) + + feats, feats_len = self.frontend.lfr(speech, speech_lens) + feats_len = feats_len.type(torch.int32) + + feats = self.frontend.apply_cmvn_batch(feats) + feats = feats.type(self.output0_dtype) + + return feats, feats_len + + def execute(self, requests): + """`execute` must be implemented in every Python model. `execute` + function receives a list of pb_utils.InferenceRequest as the only + argument. This function is called when an inference is requested + for this model. + + Parameters + ---------- + requests : list + A list of pb_utils.InferenceRequest + + Returns + ------- + list + A list of pb_utils.InferenceResponse. The length of this list must + be the same as `requests` + """ + batch_count = [] + total_waves = [] + batch_len = [] + responses = [] + for request in requests: + + input0 = pb_utils.get_input_tensor_by_name(request, "wav") + input1 = pb_utils.get_input_tensor_by_name(request, "wav_lens") + + cur_b_wav = input0.as_numpy() * (1 << 15) # b x -1 + total_waves.append(cur_b_wav) + + features, feats_len = self.extract_feat(total_waves) + + for i in range(features.shape[0]): + speech = features[i:i+1][:int(feats_len[i].cpu())] + speech_lengths = feats_len[i].unsqueeze(0).unsqueeze(0) + + speech, speech_lengths = speech.cpu(), speech_lengths.cpu() + out0 = pb_utils.Tensor.from_dlpack("speech", to_dlpack(speech)) + out1 = pb_utils.Tensor.from_dlpack("speech_lengths", + to_dlpack(speech_lengths)) + inference_response = pb_utils.InferenceResponse(output_tensors=[out0, out1]) + responses.append(inference_response) + return responses diff --git a/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/config.pbtxt b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/config.pbtxt new file mode 100644 index 000000000..8b5318389 --- /dev/null +++ b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/config.pbtxt @@ -0,0 +1,77 @@ +# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: "feature_extractor" +backend: "python" +max_batch_size: 64 + +parameters [ + { + key: "num_mel_bins", + value: { string_value: "80"} + }, + { + key: "frame_shift_in_ms" + value: { string_value: "10"} + }, + { + key: "frame_length_in_ms" + value: { string_value: "25"} + }, + { + key: "sample_rate" + value: { string_value: "16000"} + }, + { + key: "config_path" + value: { string_value: "./model_repo_paraformer_large_offline/feature_extractor/config.yaml"} + } + +] + +input [ + { + name: "wav" + data_type: TYPE_FP32 + dims: [-1] + }, + { + name: "wav_lens" + data_type: TYPE_INT32 + dims: [1] + } +] + +output [ + { + name: "speech" + data_type: TYPE_FP32 + dims: [-1, 560] # 80 + }, + { + name: "speech_lengths" + data_type: TYPE_INT32 + dims: [1] + } +] + +dynamic_batching { + } + +instance_group [ + { + count: 2 + kind: KIND_GPU + } +] diff --git a/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/config.yaml b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/config.yaml new file mode 100644 index 000000000..a4a66c37a --- /dev/null +++ b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/feature_extractor/config.yaml @@ -0,0 +1,30 @@ +TokenIDConverter: + token_path: resources/models/token_list.pkl + unk_symbol: + +CharTokenizer: + symbol_value: + space_symbol: + remove_non_linguistic_symbols: false + +WavFrontend: + cmvn_file: /raid/dgxsa/yuekaiz/pull_requests/FunASR/funasr/runtime/python/onnxruntime/resources/models/am.mvn + frontend_conf: + fs: 16000 + window: hamming + n_mels: 80 + frame_length: 25 + frame_shift: 10 + lfr_m: 7 + lfr_n: 6 + filter_length_max: -.inf + +Model: + model_path: resources/models/model.onnx + use_cuda: false + CUDAExecutionProvider: + device_id: 0 + arena_extend_strategy: kNextPowerOfTwo + cudnn_conv_algo_search: EXHAUSTIVE + do_copy_in_default_stream: true + batch_size: 3 \ No newline at end of file diff --git a/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/infer_pipeline/1/.gitkeep b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/infer_pipeline/1/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/infer_pipeline/config.pbtxt b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/infer_pipeline/config.pbtxt new file mode 100644 index 000000000..1a9c2661e --- /dev/null +++ b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/infer_pipeline/config.pbtxt @@ -0,0 +1,99 @@ +# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: "infer_pipeline" +platform: "ensemble" +max_batch_size: 64 #MAX_BATCH + +input [ + { + name: "WAV" + data_type: TYPE_FP32 + dims: [-1] + }, + { + name: "WAV_LENS" + data_type: TYPE_INT32 + dims: [1] + } +] + +output [ + { + name: "TRANSCRIPTS" + data_type: TYPE_STRING + dims: [1] + } +] + +ensemble_scheduling { + step [ + { + model_name: "feature_extractor" + model_version: -1 + input_map { + key: "wav" + value: "WAV" + } + input_map { + key: "wav_lens" + value: "WAV_LENS" + } + output_map { + key: "speech" + value: "SPEECH" + } + output_map { + key: "speech_lengths" + value: "SPEECH_LENGTHS" + } + }, + { + model_name: "encoder" + model_version: -1 + input_map { + key: "speech" + value: "SPEECH" + } + input_map { + key: "speech_lengths" + value: "SPEECH_LENGTHS" + } + output_map { + key: "logits" + value: "logits" + } + output_map { + key: "token_num" + value: "token_num" + } + }, + { + model_name: "scoring" + model_version: -1 + input_map { + key: "logits" + value: "logits" + } + input_map { + key: "token_num" + value: "token_num" + } + output_map { + key: "OUTPUT0" + value: "TRANSCRIPTS" + } + } + ] +} diff --git a/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/1/model.py b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/1/model.py new file mode 100644 index 000000000..dfbaa52f4 --- /dev/null +++ b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/1/model.py @@ -0,0 +1,150 @@ +#!/bin/bash +# +# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import triton_python_backend_utils as pb_utils +import numpy as np +import torch +from torch.utils.dlpack import from_dlpack + +import json +import os + +import pickle + +class TritonPythonModel: + """Your Python model must use the same class name. Every Python model + that is created must have "TritonPythonModel" as the class name. + """ + + def initialize(self, args): + """`initialize` is called only once when the model is being loaded. + Implementing `initialize` function is optional. This function allows + the model to initialize any state associated with this model. + + Parameters + ---------- + args : dict + Both keys and values are strings. The dictionary keys and values are: + * model_config: A JSON string containing the model configuration + * model_instance_kind: A string containing model instance kind + * model_instance_device_id: A string containing model instance device ID + * model_repository: Model repository path + * model_version: Model version + * model_name: Model name + """ + self.model_config = model_config = json.loads(args['model_config']) + self.max_batch_size = max(model_config["max_batch_size"], 1) + + # # Get OUTPUT0 configuration + output0_config = pb_utils.get_output_config_by_name( + model_config, "OUTPUT0") + # # Convert Triton types to numpy types + self.out0_dtype = pb_utils.triton_string_to_numpy( + output0_config['data_type']) + + self.init_vocab(self.model_config['parameters']) + + def init_vocab(self, parameters): + blank_id=0 + for li in parameters.items(): + key, value = li + value = value["string_value"] + if key == "blank_id": + self.blank_id = int(value) + elif key == "lm_path": + lm_path = value + elif key == "vocabulary": + self.vocab_dict = self.load_vocab(value) + if key == 'ignore_id': + ignore_id = int(value) + + def load_vocab(self, vocab_file): + """ + load lang_char.txt + """ + with open(str(vocab_file), 'rb') as f: + token_list = pickle.load(f) + return token_list + + def execute(self, requests): + """`execute` must be implemented in every Python model. `execute` + function receives a list of pb_utils.InferenceRequest as the only + argument. This function is called when an inference is requested + for this model. + + Parameters + ---------- + requests : list + A list of pb_utils.InferenceRequest + + Returns + ------- + list + A list of pb_utils.InferenceResponse. The length of this list must + be the same as `requests` + """ + # Every Python backend must iterate through list of requests and create + # an instance of pb_utils.InferenceResponse class for each of them. You + # should avoid storing any of the input Tensors in the class attributes + # as they will be overridden in subsequent inference requests. You can + # make a copy of the underlying NumPy array and store it if it is + # required. + + total_seq, max_token_num = 0, 0 + assert len(self.vocab_dict) == 8404, len(self.vocab_dict) + logits_list, token_num_list = [], [] + + for request in requests: + # Perform inference on the request and append it to responses list... + in_0 = pb_utils.get_input_tensor_by_name(request, "logits") + in_1 = pb_utils.get_input_tensor_by_name(request, "token_num") + + logits, token_num = from_dlpack(in_0.to_dlpack()), from_dlpack(in_1.to_dlpack()).cpu() + max_token_num = max(max_token_num, token_num) + + assert logits.shape[0] == 1 + logits_list.append(logits) + token_num_list.append(token_num) + total_seq +=1 + + logits_batch = torch.zeros(len(logits_list), max_token_num, len(self.vocab_dict), dtype=torch.float32, device=logits.device) + token_num_batch = torch.zeros(len(logits_list)) + + for i, (logits, token_num) in enumerate(zip(logits_list, token_num_list)): + logits_batch[i][:int(token_num)] = logits[0][:int(token_num)] + token_num_batch[i] = token_num + + yseq_batch = logits_batch.argmax(axis=-1).tolist() + token_int_batch = [list(filter(lambda x: x not in (0, 2), yseq)) for yseq in yseq_batch] + + tokens_batch = [[self.vocab_dict[i] for i in token_int] for token_int in token_int_batch] + + hyps = [u"".join([t if t != "" else " " for t in tokens]).encode('utf-8') for tokens in tokens_batch] + responses = [] + for i in range(total_seq): + sents = np.array(hyps[i:i+1]) + out0 = pb_utils.Tensor("OUTPUT0", sents.astype(self.out0_dtype)) + inference_response = pb_utils.InferenceResponse(output_tensors=[out0]) + responses.append(inference_response) + + return responses + + def finalize(self): + """`finalize` is called only once when the model is being unloaded. + Implementing `finalize` function is optional. This function allows + the model to perform any necessary clean ups before exit. + """ + print('Cleaning up...') diff --git a/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/config.pbtxt b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/config.pbtxt new file mode 100644 index 000000000..6b43fe48b --- /dev/null +++ b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/config.pbtxt @@ -0,0 +1,67 @@ +# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: "scoring" +backend: "python" +max_batch_size: 64 + +parameters [ + { + key: "ignore_id", + value: { string_value: "-1"} + }, + { + key: "vocabulary", + value: { string_value: "./model_repo_paraformer_large_offline/scoring/token_list.pkl"} + }, + { + key: "lm_path" + value: { string_value: "#lm_path"} + }, + { key: "FORCE_CPU_ONLY_INPUT_TENSORS" + value: {string_value:"no"} + } +] + + +input [ + { + name: "logits" + data_type: TYPE_FP32 + dims: [-1, 8404] + }, + { + name: "token_num" + data_type: TYPE_INT64 + dims: [1] + reshape: { shape: [ ] } + } +] + +output [ + { + name: "OUTPUT0" + data_type: TYPE_STRING + dims: [1] + } +] + +dynamic_batching { + } +instance_group [ + { + count: 2 + kind: KIND_CPU + } + ] diff --git a/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/token_list.pkl b/funasr/runtime/triton_gpu/model_repo_paraformer_large_offline/scoring/token_list.pkl new file mode 100644 index 0000000000000000000000000000000000000000..f1a2ce77858f12695ff1dab468c3d1d5109817cb GIT binary patch literal 51686 zcmYJc$97%IvLz-0dxPhd{zJDq8Y-hIsm6FiqkcpUkOWCwf&d=?9=`Kh@ZNjxz4vaz zwDk?@t}xlFPf*O6n^$Zk7uH@YS7yYF$jr!y$d1zN|NH;^PyF|P&;0w5_y7E%slNH! z|1~pG`_FArmj3yF!++)a=1>3qzsF5Gos2Rq9^iWADN5N~h*FOZqx8*tTwm-9JB>0;;}Lzvwc`uX ztG+1h=o)wW(NEt;TV&xaO1%e- zYo#kn8Abit!@hQ`MlZg!vKR7*j@j-q%CqQRt?hJ1=_9x=BlA(}>t>Y28ymfV`;EvQ(! z8a=UNeAG7Zt8K8tl|?*L8ICeNvN2ugNm>B3el)a3DQ|#F@dyyg6WEx#P=i0;;rfu> z*&zte+3dF?Jb42&*y<~u=>Rq58u0czu-b-k$JeKDeS+?%4zNpa&_QF(Ev@X)D?59& z6ZicQa7dLNJb4>^sr%US{YM7n5IXCW6kP#3Wu8)20aa56x@i?OAPu4;=?NW_Iegl; z*x-SsxGr9!Yo*4ItTY_~S~iWo={j1Vn`Fin+TlB>G_3=QvNs*2&4gr>+OwGW3&n0xJS{8!XrRJY}Sx2JrH6Q+p z``$?%vxU#g9ZKBN%oXp6rR(Q8DtRX`qFLLG8JfmvW3z-(w2FkKcp zalJ+4@AJuB@IuDHFWV!#NBHg&8B!szpV6Z98Vo75SLw2MjEc@frt7{pR*B^k;IwbY z%~~6SZuJYasd&1MQU;?hp~?TsTsa3gWd=M;8>md@ppE<%Elfw?jh}%+dLFC}ap3c> zXSlONc)zio>wt;Bg0FfB4#_wK$6q0IX^Ft;j8>F>RN?zJ8$T2;WYh*&=MR8`E#bZo zqavFpv35bAv_PVC0Z`WUh;j>1@(~c%R?+k{kMeWFFWk9A2jmn@)M0?)a|>i!mm!}v z7Z8ZX0g`@;uggB5S3ICLKj&K=P_23uO|Sda*#4FDvQ_ZFFNnKEJSOweq?*Q0AnKQT zJ|t(<8K>w&y27FUF9GEUn^%IdGQJo+9^hs`es~iM*T1ilGq|@vSV<^W}p*n z3V8Doa8styOCM)9UfIwqBK8=J(qTNQE5yb?NJFhnkZBdvqpx6;?&2*U3!0TbHgFg! zeQltYlL7Eb9?%$>M}^Xfp6f6gnT}Dd9g@Jq;JDvH-_yfzjU zl|Qsr>2L>`w*#V{nn;Jq-U-qHjEz|enY>9gdlC#Ne{9ON`x0t&0?y9>xO7Af`i6d| zW!(7>853txwHib^4Ubbcio$z%4E_H;K4T&Kzwu1FF?QLDjmd^3a8<;LVq(Ub;V;vAhouw>n1Vw6PmkOl=kg#q@ja9&YdnWrqoD!5(-0~T; zw!Nh#N?Bpsjvxlw3q;5)LHK~a=x#`M=|f`%)zS`b-J&gx&8W!k(5059Kz@)3cvTG3 zrKYN0UBIX1Ai!StqqXG&Ytbd3K3%bQJydyvV1|w1x_BfBp8`Oo57ntxA26loXmh#- z$I=?wX}2pVuZgd5ye1Vi%`bpH=>t(x=LGI-;scEzzecI+Ac|ZQvky0MT|5!vqpW8Y zr4FLqsfViJ9C(onB4v_j8pO5F1u;sWDDCfl;gLx+CoPil+W@4D1VGBazBV?I=x^i? zRBvtS#>*eut7L_`(_8c@U4g~k8`2UKYiP?9yTAi!ixRREkCofAAjLck^eJofCM>U1;^Tq0q%TG4=JZdWc+0gv60l%zJDrZR<&JE;%bUVZwvQ8XcQog2fEwA7}TEZ7>1lW^N z&{i>4m)hzv$j7`2pZM@IgGt6u@GurVK}5jYo~hiP$m(rWYh9p_aK)#~(V1H5?TAuu zAY!^oi0uVY>b|zLH#D`yO)@%Z#FM3}V(=x1tDU2E znF9GGB9l3(w$r9Oqfp*Icfw~@@FaN4Te|26#80J7Ne9IK-D%uT3LVsNPSQV!ZA`iah;|)(u@ZH${(vEws5tq%M{}^ zbl!(IqqI2)e0o4@b(I1z0a~XHls-bW%b~?L*`ls^rlvV4S@*rZ^;<(bo;m|&(?Z}h zW-XXa`7qmo*-xpe8|0C?qZ{b+31agBB(QGiRNp0fZcyqIn(u3+p-pI2ZLSQalu4!n(lZQm-BgkSL zZ+s4IlU?eC1Ar{8;?*<@A{5U+hGHgB`t`M*G?;*h*%BVLZZt?|q1tpK%F=IbvkEvA z&ulNJakfix-GB*t$!48B;Cc*%*RAMBsXD+r$K_N3>GTCkGI7>vgP^s+X7RqU`5!}A zA4s4BaW}@)XnIZK=eU#&FkL4AJADS2{T5KNdG>T1Urii2q!*ymTXe|h&@$ZuF#Up1 z9|AWWBXNue@sW3}aTOC#{C!3F-b3x$O^)sn<`-zFZpHg`?Y|nD+y9ErHCOfU2{S5P|_0RMu+g()IA-g z4H9e|EK(Oq+z)1?F6a~=0qOk}IJSMTI8~y9rLXm^P)|xrg;nAkwSVHv)&+LSgSyH z8@Py4Cby$ZU64Mx;M*{nmD;#IE5#x&T3-HMpQl%P+Z)g68mMmvfVvMtJ(-0}+#Z$eKLPtovldv&EzJfi`=h@RTr8JhVuFZH~aqC5k>`4}3d11C|Y zVF*#;oZ6-Uth9g*`3;_NS~Js8yj%YCd$n>)ndyd*`!*rAh`Q4>g`tP_Ek(1#gvXk$ zW^g?STGuzlr4CU(*Fhy61M+1KAo2BRa0nx-AA~G;H>ywFz<^J`MQH~pr3=)SH9*m3 z7Nbn7!0N}ZRr8R}qC(vOjMEEVFDiINhl9-JDt6)?P+%K@+;@#}<(Y94fSLB9A3g*O z|N8n@l!&T>BHK>tkq~oS~CC%!%G4?h9AG zau~cT)i-|(B!n3lx=XJ>M7bdimZ>$*Q0g2=tTd9Oz93~7I5^Z)!0_S`9aXMQ(=^d{ z4)i1%UG*xSDSgRy0h!>-Cy)*q!$Wo!{Hdw`8kc^$hPSTpqfe1|LxjOTDD9lN$qqX3 z>uXDtdJduYTYyRy&`E#9^JyPiss8u$MkcAGLbd;`4bL2)%JmkI?x>*2E_e^Ab#fe_wmhd4b4&73ZAh;e8KPWt`DJB8KkH@vIi4j zxX|J*9l&q#jNS;fvn=9UG6>Qb2UnpPNzZ3-hZYEfl`QOP)Rr~P;G;bUWy_zd!Xw;R zupLm|v$cuFvEmU;HJTpvoCG)nNo=ndPd=hMJ_7zLMc#YS5naBCQaaGEbTk=d@wSKZ zfx>go8m@!b*w~=O#ZIUnt~r)3Li4Ak@hIgC#PGbxy$__88UkVXVS(^~O(g(9aoIp) z5^bA_Gt0CK`S)#BJrOSlUS6Vg=1=&e6HQK=prxFE(h3D!s&8$mk3VdQbv#C2O7))!J6%TSzvP9{7CxsB0EBS= zM7!hd7-^{Fu=Wn9fh&4R#c+%+$PMH@ZQ)MARdd1FrA%YUNmn3c@dDV{9B5L!ve_@F zv#3x5Jb+@t4KsTlj%z*QcOMAWi$D@~2)?tywh(l$6>eUo8FsOo1jo)<*nud^uPkA6 zhy^}+E*H2Xr=Xj2_?Cx#+@U=9TMzCZpbOeb^xtga*9kIle*)K|!L`@|$}^vFGG+uH z)=Tz*yGXW;23Zf7Tj`FZf590sPW2p*_RMgR=k zKqJ4_QxmS@JGM^94$sAPK_S=MX!iU1Sf1uNpua-H>I${|8N0E~H#@<6<6J#W;l52% zVLU-z{2a8_bJUww7g0U{OR_~wPp#v63gpmkGGGKxdM}>w;Zc@Qe+5_a&QV*qEYy1t zH(@DQt9ul?(cow(NAxZAf!~(r+=__9Fq+)d*d%T>9w&(dMmxM9| z3RxvyD7XGrMK|bp#+}}yu*`3g41G+!1Py#645%1Oa7zDau6ie(^-auY+9v5~BRB9#4#dE548CWD-5M-H?W$ zPj%;zBa!x@zdjXeGkT5d;t{o_2Lfpnh?FO^yx`X4S5CQ8-e}+kS)v^+Q3Cxk+E#9A z`2}gOsRw9eh?A9Rb{LkYKVVzV8y_`fp`QcNGTk4g4v~<%fVy;6aAzDOv?VmbmZ3Uj z0KcXqio+(lOgFx8<$Aav10GFmy$-KJ#1q z_?B^_NuDP8bT+}It>}4JbGQt8_rK$*3dM~plHw`Y7;;**v5z046?tT>1WZcpU$N;_ z`qI+!DSoNiCbl}`THZJ=a&hKQ;DVFEGD)Fb0ceD~O$n=)nrw%=0)}midbR_ENid?l z|Jd@gxxMu-{B{+Muhou6{)Vcon?gQ;I|98O_78l{oYDpkmsKK_L_-s<0zK zOtV>g6Q6P@?V3EEbObYF2^L)}|7yvDq>fGDwKFu_DrETp)P?ncr8)veBy5V*wSR4F zg*6~}3)(AT58(=t%pq50dTd3PS zpwX|!NAPT#M|bre^~fqkGMg#jvl5u9qG1-wL#EMK!8)t-DQ~}|PLLx_p?9(!BWq1l zOI#Y4H@1OqTPO5-Qv+0yjRiw$e*TC{-C}3xOi;XlXLby_7=0#e1C&a=sMm)<9qS># zxPk4%1j&4itL6H}Dsax??b2^@Z*#DIgQAozls-Yq&}YWBfYFcK8q){1aUFMbEC5jY z&_F3nGu?RY0*x0s+@x$UC<58R*&wYMtz*+MEEA0&t4xqg z+%oY2ptN|VlHLz|)>?mPidgv$;d*m5N}WPeZ6U4$df|=Lh6nP54D+QwKDIQ6O`NzX zUZF?y7Io-0*>@VvEH{3v8m`7kj-8qKT?QZo`iyHkgXG&Y-mvp%dJF-m!!|$&nV??i z2KM9)*Sf*BE`TU$H`-Tfr*4h~75Ire{0o3@f_BGt!4L^*|i- z9;(b=Ax<&_>go~z;7j1A-w#Kby3zCm4wt@FcWH0gr+sQ7_P{pzLI-rX-hnlr>ZxK* zg59P1U-^#%5F~MJW#glGl(V|jOA=n93Z)a49HYI`52gK)1B~3W>P583yC8TzMwLE~ zwU|9;Ee8gtp2aA2Vk21bxoTZ4DnOl|V`3s_z?jjVDJv9VZXRe?u(R&N&#C}f1>Ke% z!fXcvzF}uJOgCt_tUyH;oXYw=p7aZ#$j8vkbPV0-Z$#H4!9PlkL1(RkK4jVx4Ga%6 zkXz4CXL?~{_E58)p`$|mm8JmiP}`gx`U6qb14jEe+eOb4p`EgzJBKfVl|tWw)B%xA zbZko8y!I|Ac6nZiQnO#+B?zOPP%=IRNC=&dY>aSP4P2JLRK+XS+W36|@R3{oJ_$vY zdO;nz9LMzlhYmV%={#Vl^AKj63yQ>kRUQ}iSp^*f{q81y_6>-poRhC>XpCHrMX3uE zl2d31C&E*8!ynHithZy%inn|SgqP8Hvh*cmH7$aJslsvUIUX&2%*G>~L?e}E4ev(t zbPCL~IjVq-5Vul8R;DsToiW6kV5g{QX~L5gd^2&NLM7lIwtAX1L^W^ zAk?nN+%=Mz(-0ZQ*V?|uaPYqUYirBTFJJN8DL!a#kO&zKlGbqQnoc3`N;^*Wfzm~A z&N(&KG00Tg9bFl*!o(9~D(yVr-QIRb{cM3LSN$6{PMLOuj~v4L)&1}$@9l~>WHBrZ>f6Ay7%$gIaxXbVN8p>vybZ1Gytm? z6Hyi~i&1rRuDblSY93FIK!^8%Jk}LY#Kap!vT?M(Ew8Meqrc(RL4niFXj9k-iIOqU zuqkg&41x0AM~tsja6OLB%K?N!mI)8u(c9s;lMORI1WpP1UTVvbNS#2pO;fS-0)|Be z3M%!0>b4%0#-RG!kBAVI83?sxuczTz zo;`mwbG-_ie5o-5-eANnRR`k&&U5eL*Pt@Vz;%+0K^lY}1=_WQ%IG?6LqLVS06$h? zf8a=2^A~iVW((>W9+yqfPDi4ea(h+yePRT^j8fxp+9VVBq_0F1!j*vcX|ryo)0{4V zBYsYR?vkC^(PN%sGaSQJtPS#1bs8ORHY>Lr#^f--{O|60G=r?BIe0)_QEPbpi)crDwHXr z4|ejHU4S43eSFgcp|eii&h1Z~hQ>)VxFgj6O7pd4JJ4=?p!9p)wuaspuas;mA-STE z&Y=}LiSEc~G`{?+x<<3t5TEdPW25Rmx3*-_lRZK#Z{2Zl6?#s~4&a@7qP?ZxJK+={ ze+!C-a)Rg?S6E6jnB+~^C1|Cz2xus`GYUF=`6@KAaa2vSAc9Qe!}ZkMtz2^3b8xq= zt-ZQSQanXfe|(H(F6Zgk2+$$)F|9#0`7(ef>ljh>8AFNmgZ;h;85M40*gRO4;7naZ z=WiV#TH*XqZma5Id&O%q0r(|4qUj@^vg7k8mD3kF4PklrpYa6usbn-75?1sq?D~c$ z<)Q~~LD5A$1UYxywI7g9^jA{)Vc7*xr5&Lh-hIIpUAhcDJLS)xvrs377^FF%QzoF; z6E+LVVGGV!U+>2+Z$Onk6EO$4E?&_Vp8B6Ue8_9D5)Sbw65~asWh{rDi+9 z#K4CkLunPXkbbmFb|_~z)XLB74gF#CDkvDk0JX0VK~()5?Uf6vrg0!iZldZM`uY89 z9zx)>5lcyGCc?pA_|ns2+}8(uD?Okk1?5;VzSR9_s0yjlO-pF-(gU#HA^I^z&h`kI z2Ex3T1YH56WtGCZg6WIqg&a35(=0G5+|x0d)qNgh&>M~&qtIir9B>M0Ky%U*rx4qy zO?oz?bh;!todI+m-|}pXUm%TPzX`1la@sK7a{AH>yfR|b6dlzCXotqXeaEjC_@b}8 zp?m?HibqNd_lYFic_6PLdB45*)}WbW9*lRcB>%*C314Em5v1%hKo=aDXG3zBM=!fR ziUukfS5)#i2bSpuWp5bJ@d-5QYa<)T?GU|>ci;UVaW@SUoUW7I*Cc1khzL(_yC!*L7}3 zr4vv)K`_Gz3`%&+1W$}bk;n7<9(UND&7Z_{(q9aOKr2aX=wb8#PEv(=LIuGj@K5g9Uv^mI= zPJmXL0~lsdb(#VVy@SH@KuU5?#ty*QGy@$KXwJs zbgd9t>#Qx??(<@=A0i-&=)6thU75%8c82!*3M5;(lJv`Xw^Uyp7H2t*a060%g0dlu z)%B?7$?G$iVdSGPK`>;Ms%8`|uqTrFG5TK)2a7!I8AacH6u8y?0lcwGYFwj_His7K zL|2r>11KQe<&>&35HRAa=!@Ng-Nq5vpj&I`sbnu8w#>7ejI*t2`qF*uaC<*a9Dlx*Q6LQSZPK$uK{H$H^wZIvL!%rjPq=)YV7+>TGh zItR)^?mYYtS#qlRNN7u7OkABI=iLC(rOwUeYgs?7jjH>n%#3KwF*r2EK$}^)mQI{Z40R z*<+U;sI3=(JRf4^BjgLCgbcIl(9;i5S~tL(I1%t}JSn}<(~|uRXpNT#a(oZsSWgY* z{b;ss9^%RDl#F#?sW}_l(;5h%yXa5qAmh9H@aQO%bDBpJy@Ma-`p}M{H`5d`nLTH_ z35W%#`hty1Q}~!Jg4=fTjOz__z=sGU&PL>IIPS}yG^G6Fw;KWcFl*BhP^{Z*?kj1t27$GqU`5z+@Qn1L z142i&;*pYZ1=b0pHG~^iJ`|*hgy_nI4J-RKP&3g&D4#3C^-u71rgB^ebzKizx8Hj3hhn7_; z$SqVPqnL1bKk%ccF`0-_7xxw0Wi_-@c;2(kL&z+&k_|$>l>WzQ2HZ6+H4Az|r5=u) z&y?KpjrdjW(Mg$%CWPO9_LESLg|k#m_85d4T={c-bz@=|)JdGs8cnKgwAAYyKv=xsGeT2| zz*#ZoZ9$Q``mo#3zro<&9uf=8+d70QO^5WpkL|KQtD0aQs;+p3ib#3TrQ?;pkO^0> zabLQDe(9%qK4RWBhdi?6rB!O^mK_a+3Q^Iu4Qx zbS<2c>M8%(m}mCIbNn7_i&pL|=mWl&?&hPk=M&WU01U|_IZFq$v^9qN@ZpTbHhNw> zq0h1fI!Xtr!|+OD&~e)2lh>rh1JLBRXpMIcN0~^Av;G}o9kOgP=lBYU*un-Lv;=R`rB-`$0w+55(55W&fHoJ{JNsT%Rb1I%|zo(@k*sI zyoIV?LGc2S6EzWO_7?Z2 zL9euoCMX3a-9V6>QK&wIUzOAHgxI*SmS=e`-ayad8A_&wo1Xp>zlUxE+nwe$ISsCb z+UH1}W`HYWxRcPC->xCYvauLt@d)`;8hFw;CHW;9AD_#%2Ae>W>uIQ$SIi3qlZ8;R zz?!XLND1GD>?8REiV0_QsRK`?1$L5SzZ^m>eXnjt6c3PF*+)zCmY9Ev>$;PnsL8wptAlq*rZ|_G zvVjg1*`huTrllp&+LxhMY#7wnLEJG!Z`QT^SzXF07ZHh0VR{6X$O|OQ8EE3Y;Irn!M z5r3xtn5_T_`UI+m$1`50Yq=Z&+Qkc4WW%8cqt8)YSfDt+(kn39&q3A1I6*li{g>nW zbujOdX118|M7_tzb*)B7&46=xGFHGI7CZ5Pp<|~x<}Vyr&hS}-a|j&6^JdIMG&HOq zRT%G6oxA{!G7tzVeXj0n`d@x-Nprl1Q(V5XWzm-wwSfy`4 zS|vnhqP4N>La5L)O4jg6??Vkvb)kD1er)~>HO&B6>RC>&Kqz|)S&1NYAV|A7jk?2q zVTfe`ui6+dIsR>NETG%715M>GKdbxOo8;Xol%>$uQlx%d+9C8VjbxRbJ%FgtD6>v2cufA5_8>LWD=9mst=rVzni$Z9L+WYQ0U2|JW9 zWs1mwyz4A9#mNa#yhd0I%*L~p-Lc*Pj^YgjbvFs~p|AMJ3t;KI_9N9(+K@ z?FIGgB{=C+XDLhh99WR3;FYTt&)$*rN7ZFY(jnW%y`Z#0q^}3EN^MoGauHS3G_*%O z!aYt|0fS^J&=i|Dh$t+#wO9QIVe5wvQ+Bx>KyxHVWz)owI-tN5tD{(m0pG&uy3fUM zR;q8}pyB7hpmYA2xE?R){pMp}sByQ=j-uBQ-$#X}3`_QPbi?)!qfE=-uG55?9)T6T z27sH{t~|>4IPtNFiK5coK|0ZSSz-;Hfw>UZ`~kR>h0LIe#8eN$Rf~5A{bEecCL6sA z$i`xk-;h((qIam#hEWzYvdTSh?LFYJ(Vy4Yj>J{8GpmEmk#6w#itYlr&dfLoVTE;V z4gXSgq@dreEzdCuK)6*cw4Domh;)alv1683kJ}J$>kEF=wKgtSzp>gvl%~1JF zLXRoE_>E3GHV4T!CUme08jz-;V0Dbm&Jp^fP+2w>=qR`SHoww;N*Oh7eVz3Ar zM4|+&1xp{RetyRgZqFfe3;2ZQY$UT(1LJqNLt{|tjsdAwvZHBslUfHo5`(aH^$kxh z?%)}EGsrI9O?`p#00+9}XXuVSNr+XC?D69M{I zSK?Y2r7mw|_X2pM%c#d`R7qIP|5KRO8p7|7*t8*#$p$cYu8G9L{?^~wWYN!uAO$*1Y<}D2R`KYkT<;rd*n3kmwqQc8U_@cR8;0`Nl0@Q-62EfG#ycgBemVpUrVc#gbhlFEXoABNJL_Wb|S|1@zvR_sQ`*jaR=U6($)C*0P1p?xNeP2aG zWP`eHAM@?6_0_yNiSc?0m*&!sh;7DmLxjT_RISaT<89f=tpa`+13nc=HNx0T^?DAj z_zJ$Kd8DB8oy>xO$~Gk~#e91=?g#;{*%Om)xryd&&5n;}gLvlkIZDg>m-7%NXJ!@2 zM&umb+5<4!6?wc8y$ag{b;useLEKNvtc~eJQsQ^uf9fOk;h7zCOY~n~A>g(iRDSor z;4a3dSos0q%6)w!$g&57&T&jyM!#hbC=zZl8P~#w3=E+JLp)>d)7BDyINA^%IlzDF zAYs?z=a@MXf)$WGO+!X}ANtbA0(_-v79knIcl-g=OueWmaRaEK`R^@%;jj6NDD|A; zwi~J?(0q*h-6R@!_lieUZcu))|M0CL{*bB_l|NuX7k1jvw82hvTDl=eX$r%c-jaoH zAyW}`1!0mta6%980jF=CKcZKO(*c{s^U7UNr3GIuVi=1FWFA6vlf<3|iS-;!^*+>; zjxi}pjLTG7>ud{CEN3Pj;U1qINue97l9V8~BkbVfB(r#egKuJ*nbhQ)x z5d`YTXn=2}ZirLbJwiFnwATMb0DY^t>mRy|rMTtW8f)Duy(YL3FU&nLbeYq|wL5k@YQvH~<|62ZHw& zY_NT(ADJR$=BU^2AqLJp9v>rn=r*8vKQx=yxvnv0;7B{vDr;b&(mP!_GJLK76nD}U zU?hmheUG@g>NNcrebY|r`AxF=+TDc-sdRbWJ6T^*t32-xJBh*o} zQVzi(;UZGENcS~roeoeZM#r?oEp??kkTEBe zF+i%?i8hkP+w(x_Ct1DuskDB8rxBijbe(#%uTg{67?QIO4YNX<7fA9w6Hey;sa zyIt{^o6U|h-Ieq~I%N`#l2ekDDO6;g!*O=u;=;+N!DbyIxprdOQEvaOM^*u$f>EZ9 z(Deu*$#c7N^u%u{MNG4&o5A-QjxEX^E*ZynWE$;Nu56T3LFtWpLPtaNY#CopQ+Otw z0OZ93X3XgdV(VGv>Eb3iEF62MF=s_zZ4f|nZc!w9sR(nTDH$k?k`?U1#~dx&1q)7k z^bX8(J}dOJwKKppEn&nd5JME;gGk8E9Y!TjHK& zCmrS@lSd8+bC5eZAs=aJu~SHB@em9twPnM9I)+#ZdEpb|aqZ{eLYjpd5>j6n?4jJo z(LK_X8zgcQZHygMNKyIY*E|iiYsiIBB8;|gi1ZEkJ)k4O!=t5&!J7M3({^= z0H)G}X*-xO$rRo)Zmpzsz%VfhuH_+|Sxc23v_f}seF5c^s}>I6!LK~~lRao8r@7hs z&{7>lR|_WmDxN?H<7(dN7-CE8_BqQO>7I9|#sFJI=v?#_I#X#_kWm21sDW)Rv}L)z z>g=I(FUrzvH-XjC_o@x*j@_MrqzU6VKUTFt+QTnKd#?^bX6+R8w=sYytx$c@2%=nL z$uSxwJLJw3d7d*9Fd)S+u1AvQ>W)?iuwvI#uXHAG4k1E6abr$3<78d8!5}+E%%EZw zL&bpd$`m)n3k8Rk1kE1Q^Jt>dC#HDAwOq1UL(uDTOoZLe#C2kwN?03rrmPF~D~X%v z`)f$f5D9&O4Y`hA!y23y-TU~kjFMWNQC$s5ZOka(y+lQxB5h?o0R^nr(Dp(*r4I1b zY~*LUN4>-|KEesdI$G#i-@tP{$cMf-MKp2Ekd8qUc}1I@X()`lH%gPB&xHikd~L)d zlUH~oJB{SP{+DRTyT8R<&D$DG`Jro6b$Pb<+=(|=!8u_FV`7kp3>?HAgJC?_fnh#z zkPs$C&|#u;5DHhh%+m_GY0n|D<@(=&MF3);0u2}VhlFv9*Vs0$3%|~+)t&oZ#w;Sn zT(mmCQITs8Wtga}11ruPBdIGSDy+0rc=Y!x9-*uZDyt4+!O4s*KEzF30D)}~pwOJk zG_z}%nkuJqD1FI8k&xN83lu1Z;Miuti^kv{ISvGeJ3%$5ViqJbIu0pkMw%V@7yy|1 zfDFF?3Vjj$wlQ#5nSfdtf2VmL^ldU~jTsimg@XZhFe@pWCDHlfFO{oeN`G3T0Q5C*oCa zAK$q(7EQpi}CF1WDMx8V~>gPZaFi#M~nY2_y+!h76g_VqSO?rB0wBvI?Sj zPEB_YawNux>M1^y80aP3rxS*M`#GQ^o$-ONil7-b&!J%ljFNtgwl<3|DpHUI?C=#G z3tbjI8i1M{#aCj>Ca1Jr3f&#f7!VT8(G~PpltH{8bX7}__?R5@q3j1RWen=m=^w8- z{J0CFg3*AXV-P&O!Kf$Qft3dE%FU&2b4CB`OaeRs?8Z7UfT!J%7o15@V z1IH??9Gi7n2sqP}9m0rdag3=lY$4R*`$!MbkoCBX5N_k~Tm(qa-Yk8bxN!TyFWAR1 zNLqq>V2s$=yDlB#p3*!jgwmh+!;|39-?)5B3xvr7G=}GVMtQ!E+@Udp2^hwfPflx8 zRQMF__{!`wvPb=pqi{HG72MHGdyA;=0?!-mO{pV@83dn1$Qxgl!DAmK`X1!4Aae}U*IgKDf2q845-^k+#=lsjft z(h;Z_VU$KXWG7C+2U&%#Pn(oJZpv8~l^>RO;k<*PR#}fcQN5nwN$aPQ8pgZAq)dvC zq)=f5;cD(Q;3G6$IWr=E_z6vBt1-@ngkl;dGpI8yVmy*Ls6t%?36+Lar(33T{PJF4 z!a1~9e>a}zxdp{D1k`iJxJ$_Xf6Xk<+3^-IJlF!-R%A=hSj@ZPn)=}hs?6p?BZW^Y zU-MNqi$19aa@56au!`PszLPh$;X72D#vlR8fHgk{K!vUtHktN7PPmCyU%0xyQp# z@q=_gI3mqSl(r10$Y5}(RNcFk94a{qA~?+}#^Y5|FPdow^LXKLCd%RoIP_(z(`(!j z1P{LZm$=g1OZ?5*Qjz`IU(g+21Ey0RfsxuVzySux8i6uP1`j|kiWgioSvdW-gaeV&C|J<&?$|*uHC4CP-@s_gKDP9}lpG2$i*M>W6lmg3 zs&O;JdI5F2f@;)Dv{AEjF@0Nf1owTP1J)=si;uGYIfzxFg|n#e4g>p?N#C>+6mx(o z_LhjINq&W1Fa-_Ynj?9bW>#;9q5~i5KYoiBl*5o=$`QW$zZYO2Ra^FNVcuZRxfmt@ z0b_nc&8apR(Udqs6m-?y#u7P%Ds*}-*c_x!89XW^i>^}-%mM~_2UMmN zU|hH_D{uJK^QJv88TEieHUS3O3Lwz(t2xTl$2*9ki1R`?e90Zujd$NgnL8%eq|q4w zTQCH`7Iixf?+P_;qR~&d zM!~3b~!_MK*Km+7y`t&oWcClx|jAp4c58fKh;kH3?tVCJ*kl~c*l&TDPO59%a zO|-&SA+E&(rwhlVWsc5&-KU1CN1|T@J7WqANzzSF#)k;U zYiRs}YcgZ7l8!^%6Ow^M63sl9N!dq;TljMEj5_FZqO=^@BEWAmQFkP-`iMaA2%D-- z5E!OVJYam&yEW829Z#1&Ri%foN(Y8ZKSZ1M_VA~IERsPhHH)b4E2^&_`cZA6g zg`sH5tlOH?UDJVI7|Eei>{UJtYGfd4woNcpxkHdnWAux4NjwvdY8>1OX7)>u9F4BP zM5R5@x^TxfFn22+AyUquEn(7c!+JZGHmF*5sF&{{aJ~RWB&Ii4%$Q>T6HwJkbR_Jr z0ETb_rJ#8E2*$#63@WB&d_AAlpeKBilUP}XNJ%%KA!q24XCL$J;6SX6*bN=U=XDUY zOgVaV8nc9gev8(}M%<9n2f#$^B=9}U&_BDxdxsdzYzNIq-9+z2;4W733@A~_KD5=b#7UeV!ba!q|}+(@15?j(qm z4$*F>Mbvp7nRC%>Op+v1(V|k-2rYDY(o;}R=+|02L=(fcrM{YUl?#B3x z)mrvmln1md4D}gky8uZ-cA)UJqk7KUR#@VdepVd^nNGr);>xyw8XbYUa7K#wB_$GG zTaki1Z}i0eLVF9IpfIIgXr-!&<%GazK#<-=cOrquC$P7%nVjLNWpa%<-lsfAu;=Oc zSq4E?+v6-_9F6-`b>-V3*q2D3?3;wVCP-&i-yW~%HDp^3Mo^w&(3E^a6o*C6f$vN; zs@IkH)ycn4UmD`tFr=3Ltj?RKz+Phx3#Fr>_5s_9jh^^i^(ijr5X`%pY=%g!92{8)BNpaIHRYH5L?>C@?PV_RNO3{ zFz_XIslF{VZ>;0cLSY6wUm_uP0c%+U*mQ>jCC75_gibL!@C(uty{7{KLE<-5i8v}I zjFq8n!^TVrp8_v!1*Ot-mY#t)rR_QKlpLGD+{89W{%(M+pxMNj5?rSMaeIZ{F`gyn zx4?>VzNm-PaJT3~S_J=f7Xn~eFFvAX;duR>=4j~zjEkJmmSeXum!8sB+mQ4j#D>FK zFDb>OuA2RZm{Hmoc;(w6V5N^7UhBSw!y~CsF#CmZvTw{#C0C%CzXE{81KO?YP*kI+H%!+1J|Q*%0V9;9o? zoM8zTS(K~O1#YPbGjGe@6I#m66sJ;@o%6Vp=r*ZvL5>|Ja8Is7-PL>#W9iUI>yX@;|Pw^Z)t7-chMHaJtJYnixaXdg(zTsqt_^H1f?@0q{F*8CP&n2<+krxc?dl( z3%ZC)J`*CJxyeKXvP;gshE^+wi+kSAVQ8M;_VOzzjT!K?i$X?s6(dIMh5|H-;l90| zu2kt7^6T6@lYL71EAGfbsK!`y(_AFXR4D!6oiVsTrdDx%7PKk-YM|Cj*c6MC*|Gx3 z0deq=EdOlI(+@v~C@Vi$JVYB}_nIZnHL9TrRL;?YAC&EMgAvD8sb3gsZuIWc8xsB^ zDvP;v*1?*ma6^H%&>PSm-T_SLdXPA@2Y}-U+ljqPOj={?WXE_~!#^SHtUl6bHpElK z0|pGep%n789pM(ccT<-fp(bOZUZs9di=20GK$jut80{saPf&wigIx(M;JG}cjpZGY zE1<|Hp_Y9EWx)wjy29c?`UBsg3^;`FxFn~SlrW)v!GrX45z0fDjzm`}fL-%($LO-} zJefh5RZtjzE_2b08cv52V;_nN+Mcc<8ENnaujcjI6DTizpkU&wiJN#re{8=*V+HvD z;(30s13KLqgQ(1p;3IsOlt>W-%dLQXTnOLRJ$$)(Cdee{l@2)+Bcom@25>m-fr5$l zID>^TCRdTcGVVE3O)JA{6Z}oX-c5FDcHg?748XzZeWd!RZet5W(RC;keQf3fD85aI zaE6fb?lE&VJFNrS!$EE?^l7O+Tg`G1jnTH5aCT>SP=)}+3>35z?pD|-*~g@No{uLS zz_|XIv#<9!c{NXNQ#T2?25sg$7f~wRB;_9WeHiNs=|fMHk%PhnQaUh#JG5@dAPD4> zn8(@(aRfJ@*bt&r(fG)3;ecZzPnZc@*6~!@V+ZTf4+}YlvNkzG#yj7*yF}Wh3Q@W2;h}@;sj0rrN+Nyt+2)+4sq6{pVj@Q zY04}^)Y5(YT=T0jUN)@XV@?ej(d+|1H4xWniqKdlWEY_t5{<^5{e$SYO>( z_kqk927m)SLD|CLPR9cWv0V%cuU900;3jMfFsC=473L z2EStz$+K!>XsxV6;|LlbRxohid!P&y9?A%)q)VKf0iDM6u67^Bbz)XBqu*@m1g3Qm zL~@3`$PLtH;*{5E^VBoeijD19n?-9Pe1N@7jFm3nC&`#v7(T-2g<(OtuWu(o!*|WN z3$BK%9&8)VR4h)TrscDm9wAdjjya^MyxK!bI1a)X9%s z65N%5eH>2FoR^k~fdp~TM?75QNjBHA#%X$*g;XieTafHa4fmxOK48zV5zyYVb3->r zf+2#gx)Y9=$uD@We+=ab-b@c5zcazITt|;&Ve3&OA2jm$F(xjQ~E#;;fD)&jlKWS z@UgynBmmEtN_1qhHE>fmptqc9ReY47qw8hCRC;;=#c$a^nxQX64rO@(v=uqX;LMQW zz7D0JtE{6JgjD8L(GJ{E_|v}o935)TdP=ybqZ1e+(gT`YykW#~Zs8lxGPN~OIOSY8 z-5BUURF#3!w5Ycj7JdLPsXuyJ%DG3%fB!xG=ed-^lb1B_p<{Ir)A|^C0!l=|8padb zCoxv9P!-oB!h9LJuoidxE>I9VyzFRQq)=(h!E;w=wlZswFN2O&ImaFDWv0hyTntO3 z1ae!}e&Sm`Ou)c?8^ahOgd^_aNlcs-#-f;ck(Rf3OPL-}Hz9$_fG*!g!xK&+jAawm zS02RF3r&!T!jeaTe~(;%&_0Ed3Z%v@e99hSPt`2_uhCjZrhCqI>YjUO`t4z$b|mFB?!$xdz;n0(p> z>d_9eYLHDvLXemXfrtgooU#UeNO>vsSo@GtTK)u!o!u78(G5eDq$p_jN^;O zJw3Vajq8*n^LNPF%@`eHj0dqLo8@^TiRS4cjS;fPuPmL#Gk%8J5~C}e>ee^GT4&}_ zpADA7-y`Qd@?PLW$brN|=#+6gDZ8hv0ZA=C+oH59c4`d@+2=4`IMY=nEEl8kfdZr_ zhF1HYJ$X1%I?p3>26PoKs7^+~59j&eo}+JR1vhT<$pt=;R-vR)&LB8-7uUKJnk={i zfIBs?Y_aJh@%c!+PcjkcSxi!5f0wRBLYO*TV{|e29BH|;Mx6xAidV>mWN)CAcrQ#4Y}zjHE_6TigRQuB zCTTb3;}tAYOEJ8($rgw(d^+;c1`Z;ZVOET~h7ZXlQOz;Kb0XsN?YN(&Fjp1q zwv>OiW*#^bI{GG*Z=#tqF~^EyRgFY7c}x&a)YBmV?s->@@fwQFg>Z2E1d=GCl)~DH zb{P*SSB85F!;!TIDD}7gc;N>(iOQ|NQ|sPBJkvrTC$fLgzTr46y3}5^#b#GA#^WYz z?qfHKlx_P_A8+a*20a;sNca>ODf#@Sv8W^<4z(-07|kUowWpw_N1)RwYvj z76X8mbCIAlfW|q=xWfPwe;Wwp`~%Nn6SDM$Q==Mq3YMz-WZDURt+Zq4HN?!bj}F7G ztP;G6%-nejr1?y}eC+)VRG~79p*{s%OMhjgDT82?37As{2m5ghM)pJka88mBN0PhH zJ+;PtG2aH+bRtCO-G7ZMnIgt$k+aDSJhzIc6(<(OzIc{{;u(Wl;v87|v&`(^?W~Hj ze?!iu&3uu{Q-g#P4!Oo~nUJ+3oI67JLla~vh66<%_CfQXd4hyF`MduFw*4c|ZO-wH zkm{I3tp zY@p#?bI?ydyA9Tk(x?2*G>u7`WH;S>22mwi8r!#=cVyoKM(lbwAS*l*$zK64Uwn)* z@kynhn(;hQ=c$kS5*&}YaqzJ=L7Bxh#t?tQ#6!7I5Cq59eEu9ajC*gs%&FQwv9}7g z$O7ga(uoTE7SJ%Rb>$Q+PE%-pdS%I6D#j2Ir9JLL;}<;7UEqQ#Q_~FREZM*0Bt9N1 z$m*n@YjwSa@XA(vt^D=(K@H5IB8(u`d>AZR8T;?#WTMNpZ1Y719t+*KY<@qg(pQWa zDQ8SzkgU+r-75Tb8?=y%;B~AyL-)l(2PpKuy(kmY0{AxAC`0i~_+b7v6i9_rgfnXV z%tLOL8Z&dIoFai{1f?Os&sZ>=flN7=;rtbeV7yK$u-9O^4U9)ciioPRt9 z+-g3e+s>TUX(`lQoNCVQ$r+k%y?~*vQ+;KZVw^h~*(cg?|BaoT4-%AqwX}YVTQY$W zPUz#P8(@twt&}qlQJ zyp}E~SzkeS|6+F?R@QLQrd6qi`B&`}O%NP6A1=+oh4P1=86HkY<&=+L>xM@1uApcQ z<;&MNCs>(|+qQy1CUy7c96@Ixsj+ebRD~OOmX8HLhmvvxYuB{2;srP_#SLn3F2KAW zU(sFYE4hSn^;?LUy@Gpxwfw~WDRd_?8APf1Ae?Lz;?X3+U{mkf#gk_wHnSl3P7pU7 zFEj4B^Jk3mHzu+xxa2n`tEnPjNKruHiYZ@(jE=Pc2H*9Q69IywLv8uAwBsGrfaU z>L4l;T8eZVK=)fdvlb|fAraE8JfT6Z(LJT@$T*9w=cLS$VYAfEFr;!btf6>pA(#^E zWhw&a>|37EMO_KK7Yor)OSQhsmBTI|ZM*CgT{tYC4#6D|%QoX1$cpilCYhe$^JtCd zR?d*$r%`83-nwNzC(Zuo42~4;*Cgh0wmArW>IBoB=lN+q^oD6|v=98yE_7dbWUTkZ zow~M`-$%kB)oW;OF42UZ8rqMp8J%r~d#O$dO&m)irVFB&Q_SfiWI;J0u11!We;+X9 zkC2IKl%t*o1taD$?-%M2T5CwbTdO?wRQF>)4bq0 zd4dIg=|`TwIs?;`NB7wVQHIFp8agKEJU%I$W!pMtT5`zwS&qh`))Vl;#?cjl@i9htG{P7-Z*-oHSm}7LJuko!>`pHnvIs z7E3RYgrJ!SDWy(Hw97js!e9`I24Too`h95yluIz)mLpe7)0vZlQD%cgUn8uvU{5 zGNP5kK$y3&Rzg+B+z8Xv;)%NRknCgnIl-|kG4F+j^V@w~(@>r5Y6>|8b94HJCA2zC zqSczigW@%F6&;$ui6PI)UgvhN#m;K{EIyJL{Cw_ zn`|jBCV9R`!PwxmejU#g74+4Z_1E(L*EGK6Jlxvg`da?d zlBttAqrOti8CyfhFm7ia=G1xjF{p^oVuyktrK6+ zOSDzE(2@z>$;S!5g*u9zRJ2krajiR`K%%pzGX0vjQIqAF8W(1!LtE z7_`AFl+49#>*#{<@EYeHeLdZYWdN+UXCPg;ADejQgbai{m#T*}_%H-YPcbk=L=+}S z4p+jOoGd5{1?Q=WhphS;gf&r%3XX@2JR*d^Lbgz1wcBYip{68=5Uf6l+N4`$|ZrpM%v+S1SDYJ>b_p@CWx&Fj8bp_XPT5;S$-GyJAhbBRqiSY8 z3PRTK%w#P{~zqf$`120DX*Q{Jy#LDvOqu8^sm2j^f6xANSRf!HZeT!&+j zDt)dhl)S*32{hL<)#C#QqX`8JIy;gp#yT>G?Fg4x&OpAzz%p6K;N@dCQ5IZHI&Js~ zqiSSv&j4sVJ1^-`7=e1qcwWQ&JEOFc~bH?bt?$Ph!fWv7A&cQxz z-+@3NA&`U+7!f6c2nHb#IhdE(73N!X{a>;ha*IF}Fnic*^<=#{@p~f|XS7f}c z0hL2Si=Ln&gjnwIKMP16Zj5dYzoIckce+vA*E(Qu%bKp+@v@c5Q_i`SzBx&fe!gOq zOZ*IVjhIFnF93#pErF zyXO+K&8qQEJZU>Js|M(hu_E=8>sn6(=GLBQj(&1qpD#3EZ~2HS9+yzUfNb~;ZE>}8 zt}EZ< z+Dli~10?FS7!HE3*>$8;%-6A^?uo`!<4o(M)d%pm)}%`&vcY%;HdkI{Qz#U+C(@YK z_-I=U^89r@le$I2YW*5#>3>d{1tz@1q*RMlxk{a*zfi-UAu}j|of~BI1WimQxIB$y zr&Ry3+UOG8b3aXwQ-i9T@lGN!R3=^-a0gijKuj8l*S03Pn>X}w$4BY1cMc0|mC;$3 zR4hsC=Tm00CjsaeP+m7-om1MVxK_Hku#%zbToZLgcR^C|X8Fu}Wl!pk3E(+ zxjiwwZ9tlhboPgYj{}etf7RT|E|>OCLcOMrvvbv^u6J`;BFbOD;AE@~go&Nz4k5#U zc0(6N+uPQUNnr}*YFBQ}ZjG=kqHpxYa`9(5*AY)$Eqzm?ipNE2pF=^NKQieg%gv(C z3az&cauUBLpR}rh`z7gJ7h8JIKmhnw@nxk%O!@Yskc5Z9k#CpO&@VD*l-H8eInS5SBfA3%^B~RZik%U>pYI|Sub@{3CUVRzoy^h zo+v81FiEfsbN@RHj|7Qf@e+akSW9MPTcy04GpZn|n@{Ug-Rvv&SWH=gYe`b;gc=>U z%fOdxsE*Fl*xjmbvH3C&%VcUBb6gcY8g5(vtG=m9xEe{tWJP4Q#5h+a{KrOrN=Q0X zY!BeSuIGPPD^!_-QYDVyO<<(*ysi(7hNM=_&p*>|&aq-t)H#5bo$nBUP>=3(L?UsL zUEoU_bywg;_2(k+@kXqdl<-X67YY1LO}3}vuA|7{#pFxzv%M_7EeB8gQ)~g#b6YF% z#h2}a&2u941FPeMbW_sbbo?P99Lo~RgHW}R)-#?LMOSrEJ1O$1mdyaAO_W70hy#83 zsjfdPE-4p`mUDuhiT8S4WnKSXm-01ZBw0HDf{7nN8#ijyb#kkU+dgq=?N0J$U|+zY}-o}Ov9@nQ0ZyzjwcV0ll`_q1+8ByX z|NbEHq^gDDgyJ=*6s8$FwazodM)PSg+FbSY)$N6^FbywQwYK@y9xDBbBDufS zGUZM?u7`mV>5@-#gfiRO^_Wtx(t%C`=3cs$z{0ygm~7jX`2SHbEzmt9gK?+YCH5Bdm`C6 z7MKD)>!i=St%xXM4X*F34>G`GQ)HXKDh^ti`l6mcd8elha)G`&&_6gvt#c50=Xk`3 zs1|mTxm^LSxr0UnhMKco$+*N{l0@qLb?s@L(UElLiy!JJqj3kVP)7&lR9GYctV<~9$|7rZ8@EJ}v5GiSpR;oQi7qD} zrGK38ofE9j)tX_M5#Oo6 zjQylrZfPlPp9R_!O$MNP-e;gqvB9_~U1f5U@uAkK zY&20q(w8NdYpgOhSUKNDp5gBs+Y(*5i;fj`Rpq!%LqS`j_{8?KU3m7D%#YCpZ6q8I zFu9Dh+Gt3UTi5D0#*U{70Lt#sw1Q*OAR9Qb2<>KFuV`x65;`QvX^%b_1)T{XGs;+}VZ099= zZ4(K8hbhZZU%}EJr$<^`1%{}d;2CrL)Z?uv-_)n7D&H^7g5^luvo|QVSBzZET2;qstq* zy6Z~4_&=ujv)nsyhaR2#`8 zs1x$5`ZVew{oD!f%Pz@3(K#x6rJptg!Z)1_P6iG@i zlO|4sVgkFMopo{@>^+N(!WsJubv=np#G2?n8WNGnrsGi@cSN+=R^uahgSIwKA%*X} z&|Md_;MP~(6i>~3{}m4tMLUTbPUK=dX7L0PU8a%t-Wy=LldY95F#B~o5}krtU)SnI z7bF7&n*jCLX{~L7))GL#`YWX7y6D{2M5@lL2kuq7DGK*ht!^%&O=GPx};SRfX7Pg{LF=PoBF}2v zgXq~H(J?+gQ^yQYrN_ zxDDd6ST_W1S=_~IJ4I7@qKCgJtd^-%(Uyn&#C15+i-Lp)$B&xy%d$01Hidav#4YkQ zfg{Z*)Lm|DX{op;M)G~$scME=U2%Qvp*y7D=BimGuQZB|j3BmSFN}M&vt=`C^#d2M z5mn52jotvF^H=7jW|H;hZ#sPROKBp(-P&Q7g>V_2i9 zkkz5@>dPQmHbJV%mtrA*t})n}#vfP+30OwrP_k8Rv7eR9AD6`5c2yK+tD>Hv{*ALo z`f!uvrsp2J`>NP>=C@<|Equ#Pc{@}dl?bUP_bf>89Tz1QO;w#m9c&5bySSyDPhegK zQHde`spSzjB!!nQETzN1V0@*ECyRuu_E|ruLvVc#l>=0yW$L*3AOYs*Yv2XXNys2J zB_wQ1Vq?OIz&Od7^jX#4G0;JY)u1h%DG$10i47$-x^R}`Ov~6YK++$|)2vk!IYc{1sV_173AtONszCeHmIvc1k@ogMY~bW48#Tc$ zJgV7l)leEyLd@D!TrMFeaKzqRfPN>!xUJ?7Q(rBteNWPnKE=RIMCqO@na( z-L;_4T-2uluwrzN9W=tVKgH5U@^HS?Z~Tr0LUp;pm;(0RvkOT4WhB*4b#Ux;N+LYZPXvw)fd?? znh!LE3HdPN-mCii%U=;wpIDa%;!IbH-<(2lM|9r{z1x(^TfsbN2qYn+_Qw`Q3#L5# zI`{A*qZ5qNd^?tIG(Zq#8snl?G4D%p8?N^}tLfRoLVdcdUOEdtST)(qlbt`~LL(4AKODeepI;JVA@9XbD zST=y#spF@vywzqK&8h4KoIv-oq?6hAU41~$6=y1Woz+@G)NYkXC`G63w?6FwOYD?g z$0NzJ*esbh^MBeP-$CV*k{#3;d6)fNmC=w?b=nKfcQh=z!2f2yntHk}h>z@zI6dZh zJ8oyg?J=I$PFEPG*A%EN`{R18?Dq!ycQ(hODau(OdoVtj5At< zK~Cia(CHvy*k7=#S48(AGMb@%pVMH&6-zH)nq-0RiwIomM5i@YIr^M?`nbNKg=TjD zEC|E#KTY2A?aLZ=5lr!KrS@xY^0lOW++*A25-(?tbgC=Md-mwmao4uR%d(U{i|!(J zTMrsLGR6F+_%tZIvIn}JRBMmh(q`VE8o+(!3B=FkTKV#{l#;J}1PK}=`Vgex21;Y# zAsOqU>0HpxIQ=Iwz6mkOg-x|Fg& z%P`kEI=J^^vsj}@Mo;!WBzF1aMX{%m5S*u;*WZD~YS*wVU$FN$KSm#APKm_xauHoo zkLV*-HHdLdzZ@NBp-Rwi>S<$M>U;80WIN;?swLLu`B_b1v=e1A^wLM4r^QNw2&Cnu2vP<9(QRQF6?mX?{U6 zfm537ul0naCw2l(YxLXwjT)b^F7nHhV(DDciu$^CAUDOiL9_C4=Z_-a!sng3{RibA z0qjYv!P^8SM-#`xqWNlU|F6!l53(EVjHHWkuJ?7RqoJIT!lfm)dIqPw zU#=II1v+1!u~M?9yeHorsefF7t>RSibkevYIcz#-c3Y_tl>1Ao6?cj`4*k1?VO8|8 zq0vF^&ZNK2=6-^lyJVLPStoBJ)qJu}q7til7BTo}TTforIO831<(^nD2|F2B;I^Y@ z`XwYgE~vq2E3jE6@5CEMosyr1{^s?x1am7%ZLtfQoi#e0K&oaBP)9*8A96R8IaEWL z{c&n&(m}-qNL8uWEuY?K#RvXOdvim7UzK1od@crvm*K|p_IP(?3^=q2EKqh4<%xSd zM>69dtqdIm@PIP2VGP&AZFWX{V z88?yA1S;&rYyE}}1g65#S`mcLr}`{#3uftE=c5L|hmRedo(`gOrGQDd2NHr#`EH`V zeN$I#t#0`&`{;35OXV*_H9?7fyc0h-Nx!itHP``}3A Date: Mon, 27 Feb 2023 10:14:55 +0000 Subject: [PATCH 2/2] add README --- funasr/runtime/triton_gpu/README.md | 52 +++++++++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100644 funasr/runtime/triton_gpu/README.md diff --git a/funasr/runtime/triton_gpu/README.md b/funasr/runtime/triton_gpu/README.md new file mode 100644 index 000000000..ebaa819f4 --- /dev/null +++ b/funasr/runtime/triton_gpu/README.md @@ -0,0 +1,52 @@ +## Inference with Triton + +### Steps: +1. Refer here to [get model.onnx](https://github.com/alibaba-damo-academy/FunASR/tree/main/funasr/runtime/python/onnxruntime#steps) + +2. Follow below instructions to using triton +```sh +# using docker image Dockerfile/Dockerfile.server +docker build . -f Dockerfile/Dockerfile.server -t triton-paraformer:23.01 +docker run -it --rm --name "paraformer_triton_server" --gpus all -v :/workspace --shm-size 1g --net host triton-paraformer:23.01 +# inside the docker container, prepare previous exported model.onnx +mv /workspace/triton_gpu/model_repo_paraformer_large_offline/encoder/1/ + +model_repo_paraformer_large_offline/ +|-- encoder +| |-- 1 +| | `-- model.onnx +| `-- config.pbtxt +|-- feature_extractor +| |-- 1 +| | `-- model.py +| |-- config.pbtxt +| `-- config.yaml +|-- infer_pipeline +| |-- 1 +| `-- config.pbtxt +`-- scoring + |-- 1 + | `-- model.py + |-- config.pbtxt + `-- token_list.pkl + +8 directories, 9 files + +# launch the service +tritonserver --model-repository ./model_repo_paraformer_large_offline \ + --pinned-memory-pool-byte-size=512000000 \ + --cuda-memory-pool-byte-size=0:1024000000 + +``` + +### Performance benchmark + +Benchmark [speech_paraformer](https://www.modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/summary) based on Aishell1 test set with a single V100, the total audio duration is 36108.919 seconds. + +(Note: The service has been fully warm up.) +|concurrent-tasks | processing time(s) | RTF | +|----------|--------------------|------------| +| 60 (onnx fp32) | 116.0 | 0.0032| + +## Acknowledge +This part originates from NVIDIA CISI project. We also have TTS and NLP solutions deployed on triton inference server. If you are interested, please contact us. \ No newline at end of file