From 50ca79c1a8815c7b4eac6fa755ad5617264e6f8e Mon Sep 17 00:00:00 2001 From: "Mitchell O'\"'\"'Hara-Wild" Date: Mon, 29 Nov 2021 04:50:02 +0000 Subject: [PATCH] version 0.3.2 --- DESCRIPTION | 11 ++- MD5 | 115 +++++++++++++------------- NAMESPACE | 5 ++ NEWS.md | 26 ++++++ R/accessors.R | 2 +- R/accuracy.R | 67 ++++++++++++--- R/aggregate.R | 2 +- R/broom.R | 12 +-- R/components.R | 6 +- R/fable.R | 7 +- R/features.R | 5 +- R/forecast.R | 12 +-- R/frequency.R | 4 +- R/generate.R | 4 +- R/hypothesise.R | 37 +++++++++ R/interpolate.R | 4 +- R/mable.R | 19 +++-- R/model.R | 4 +- R/model_combination.R | 65 ++++++++++++--- R/model_decomposition.R | 4 +- R/plot.R | 20 ++--- R/reconciliation.R | 31 ++++--- R/reexports.R | 4 + R/refit.R | 4 +- R/residuals.R | 16 +++- R/specials.R | 2 +- R/utils.R | 4 + R/vctrs-mable.R | 3 +- README.md | 2 +- build/fabletools.pdf | Bin 236189 -> 257339 bytes inst/WORDLIST | 22 ++--- inst/doc/extension_models.html | 4 +- man/accuracy.Rd | 5 +- man/agg_vec.Rd | 2 +- man/augment.Rd | 5 +- man/autoplot.dcmp_ts.Rd | 5 +- man/autoplot.fbl_ts.Rd | 13 ++- man/autoplot.tbl_ts.Rd | 5 +- man/combination_ensemble.Rd | 3 + man/combination_model.Rd | 4 +- man/combination_weighted.Rd | 19 +++++ man/components.Rd | 7 +- man/decomposition_model.Rd | 5 +- man/distribution_accuracy_measures.Rd | 53 +++++++++++- man/fabletools-package.Rd | 5 +- man/features.Rd | 5 +- man/forecast.Rd | 5 +- man/generate.mdl_df.Rd | 4 +- man/glance.Rd | 4 +- man/hypothesize.mdl_df.Rd | 27 ++++++ man/interpolate.Rd | 5 +- man/mable.Rd | 5 +- man/model.Rd | 5 +- man/reconcile.Rd | 5 +- man/reexports.Rd | 3 +- man/refit.Rd | 5 +- man/skill_score.Rd | 5 +- man/tidy.Rd | 5 +- tests/testthat/Rplots.pdf | Bin 45800 -> 45772 bytes tests/testthat/test-graphics.R | 4 +- 60 files changed, 496 insertions(+), 245 deletions(-) create mode 100644 R/hypothesise.R create mode 100644 man/combination_weighted.Rd create mode 100644 man/hypothesize.mdl_df.Rd diff --git a/DESCRIPTION b/DESCRIPTION index 84eed22..9e756e7 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: fabletools Title: Core Tools for Packages in the 'fable' Framework -Version: 0.3.1 +Version: 0.3.2 Authors@R: c(person(given = "Mitchell", family = "O'Hara-Wild", @@ -33,7 +33,7 @@ Depends: R (>= 3.1.3) Imports: tsibble (>= 0.9.0), tibble (>= 1.4.1), ggplot2 (>= 3.0.0), tidyselect, rlang (>= 0.4.5), stats, dplyr (>= 1.0.0), tidyr (>= 1.1.0), generics, R6, utils, vctrs (>= 0.2.2), - distributional, progressr, lifecycle + distributional (>= 0.2.2), progressr, lifecycle Suggests: covr, crayon, fable (>= 0.2.0), future.apply, knitr, pillar (>= 1.0.1), feasts (>= 0.1.2), rmarkdown, spelling, testthat, tsibbledata (>= 0.2.0), lubridate, Matrix @@ -42,10 +42,9 @@ RdMacros: lifecycle ByteCompile: true Encoding: UTF-8 Language: en-GB -LazyData: true -RoxygenNote: 7.1.1 +RoxygenNote: 7.1.2 NeedsCompilation: no -Packaged: 2021-03-16 15:57:54 UTC; mitchell +Packaged: 2021-11-29 05:24:40 UTC; mitchell Author: Mitchell O'Hara-Wild [aut, cre], Rob Hyndman [aut], Earo Wang [aut], @@ -54,4 +53,4 @@ Author: Mitchell O'Hara-Wild [aut, cre], David Holt [ctb] Maintainer: Mitchell O'Hara-Wild Repository: CRAN -Date/Publication: 2021-03-16 22:10:03 UTC +Date/Publication: 2021-11-29 05:50:02 UTC diff --git a/MD5 b/MD5 index 17446fb..1d89f07 100644 --- a/MD5 +++ b/MD5 @@ -1,13 +1,13 @@ -711b1551fa11f01a6cd38859fe2efd0f *DESCRIPTION -5a5e08c49894bf24d168ce1936f60cde *NAMESPACE -af0ad9442cd0a283bc1d05e5d8c2ac9f *NEWS.md -b4be2f8c6db88d242e618e4c6266baa2 *R/accessors.R -045ffdb1efba8e6625b34a76a3257387 *R/accuracy.R -61c3121db97a901e34741fd9f0263974 *R/aggregate.R +87cb76ab414fb9122ae402159b3463ba *DESCRIPTION +2088a71998e1286be944bdd15ee6a5ad *NAMESPACE +40e22a1e6e57dc6813874d3f08eba419 *NEWS.md +6818752e746ee789976f6a5fc64f4aac *R/accessors.R +bf909dd6e67741e80005b459a5d58a2f *R/accuracy.R +73b83033c151154449f1d3e415b8a5be *R/aggregate.R 43196b3a91f03002efa4e99f6a94ce8c *R/box_cox.R -1db81c79416e183d71b7778b6e64efe5 *R/broom.R +57a90b98118a55ffe469f684bc18c210 *R/broom.R cbaef737d494327d79afb92b21ccf254 *R/compat-purrr.R -3ef1dbefefb9435a8d4622f7f72463ef *R/components.R +b3d0d03ff262d36d1ca4da9509b6309f *R/components.R a28cc83ee3ccd2c8df47710b23882cde *R/dable.R 355cc3401ddea9c3460fa4acaf32caa3 *R/definitions.R 9ad0ddbab62e1b98e2505bc165ed6818 *R/dplyr-dable.R @@ -15,84 +15,86 @@ a28cc83ee3ccd2c8df47710b23882cde *R/dable.R 7252803d29321966bbf4e38726a39d8f *R/dplyr-mable.R f0cfa99a08bf99c3f0b2f8b4ab386305 *R/equation.R 7098a40958f70fe046ac023fe5e08167 *R/estimate.R -64f37c3dd4a10e5294289295362de566 *R/fable.R +107f3f1345981e1d0ba82cdc7ecaba18 *R/fable.R 7d82bf977dc75cafa7afdc18ba21caa0 *R/fabletools-package.R -b686e5ff453a1ee396fa6b1fe3d8df10 *R/features.R +e54cc1931cda26b79430b41ac893acc8 *R/features.R c7e1cf6c64869618c861edf9977af576 *R/fitted.R -010effec27cc34eca53b76a7502b405f *R/forecast.R -b49a5f15d5bad65d8d8130ed36a4e9b9 *R/frequency.R -67e6a5d3ba54719dd492a1d41b6eef5e *R/generate.R +5c281910f6ed0e75b0590e23601e243b *R/forecast.R +45e19ce8bfce438dd436fa5aaf72acbb *R/frequency.R +0747d29fe61def5a67a0208136153165 *R/generate.R 6dbd4202a2f0de2202fc735856214508 *R/guess.R 6727867795e631fa91abbd4a37da1b14 *R/hilo.R -6debd8e95d1c5000623f3b48e02c371a *R/interpolate.R +4072f6fa9d0730cbbc46b13612ccf18e *R/hypothesise.R +facafeaa5b00dd81f759ba7499b88f17 *R/interpolate.R ec7eb945353800bd0a071b15a124538f *R/lst_mdl.R -4d52c3872258b21b021c0910dd6a4279 *R/mable.R +e3e716bfedbb5bf02090bb2affd47cb6 *R/mable.R 6cae1fdb6734995e8625daba498c6297 *R/mdl_ts.R -d5a36d1279e7fb7a372d9de1f7786d7a *R/model.R -4aaaf1626ce168def4a4b445af32b14d *R/model_combination.R -29956ecc10adc8b296dcb5c9d2e56755 *R/model_decomposition.R +ea1d9ad7b329da5b73adaba42b384fc3 *R/model.R +cfa096eebc6da8b157da7bdd1f951ff5 *R/model_combination.R +24ef7c0858e1dbf67b37d603fff4fcdc *R/model_decomposition.R df6f7d3d9bcc6fc1a989f7d821aef85c *R/model_null.R 200ccace4ef4ea1dd983923c1d85cf1a *R/outliers.R 9263b54db853b06611fdc2a70851e555 *R/parse.R -c8c67a0676e16771757a3248abd50343 *R/plot.R -54a4b199f0df9f37aab70ca8523e4a7a *R/reconciliation.R -563cc27af1b423c80650eb8508c58877 *R/reexports.R -fb03bdad6d773df26247ec8c684ab9fa *R/refit.R +157a9d62a5f8cd992fd918fc234571fd *R/plot.R +a2230ea36725caed699b8387cdeb007e *R/reconciliation.R +6b5d6331387fc0e228c0332a3b7a464f *R/reexports.R +6bdb5113dd636553aac1aa541cbafb7b *R/refit.R 2ca682e8231f7f02cae0fa4128a134bc *R/report.R -37902979ade9836ebf0184e100d1f5ea *R/residuals.R +769ed22fb489b0d681c816b58705f808 *R/residuals.R fe30a66e973d94f152eeec90864b4a15 *R/response.R -3b97f5a5e9a75acc13c57789c1846c47 *R/specials.R +3540d6df50b07474e0b0bdaf434869be *R/specials.R c8d51f09ab597e1c57ce666882e39544 *R/stream.R cbdf350bf426c9729a4078546d47e95c *R/tbl_utils.R c65cf167631341af48b62aee71a0bf3f *R/temporal_aggregation.R fc5f777d65ed634b0e30f3558edac4ac *R/transform.R 2c2807619d68338517a09daedfa6835f *R/traverse.R -c720c5ba58764e6f7a9f0a3ffae5274b *R/utils.R +aa2d52dbd3b07f0063bcecf1b0557eb9 *R/utils.R 729d8de2770d3f84fe73a05729ae0893 *R/vctrs-dable.R dab5adb8761ae06ce0b0a77f179dbe2d *R/vctrs-fable.R -1382e6f97d0c5e050b539401080b1445 *R/vctrs-mable.R +359693f4d933f294f0b020f2ede5a211 *R/vctrs-mable.R 429e331e5243dfe52ca88543986b6551 *R/xregs.R 9eed4b755fab99446a41a2bb44576600 *R/zzz.R -ede9c0dfaa26943c7201004142c62154 *README.md -f51f7f88342e1c25fa1698cf144fccd2 *build/fabletools.pdf +7eb496ef237bef5602361369382e5a68 *README.md +aee20b8d7ee9edf8d0acad553e6d00a1 *build/fabletools.pdf 10e18aae8aba14bc6c6ca44a71fdc68a *build/vignette.rds -6f2a90e451213e60197c308eacb8ab71 *inst/WORDLIST +337e8aea48048e9a28a19ed1b3c45068 *inst/WORDLIST 7bab195f754cc0017bd80d6b93536606 *inst/doc/extension_models.R 5a159266a4d4a7fc70c5e5702e4ccd9c *inst/doc/extension_models.Rmd -3b7ab31593d3e28ffcf168fa5afad682 *inst/doc/extension_models.html +3db90035f384c7932d6e854e7435054a *inst/doc/extension_models.html cff23ee87902f0ba1c751ada29f20fc2 *man/MAAPE.Rd -2cb004482006e49a4ec956d90b70ba75 *man/accuracy.Rd -775252575ce852d15fe54f6006fb2720 *man/agg_vec.Rd +43aa0440d1cdc453de0081523bcce21a *man/accuracy.Rd +d2fa9e9eb9773e7276e81d28dcdbb3e8 *man/agg_vec.Rd dc05205882b73f99f1648380c722902d *man/aggregate_index.Rd 6306ce6869a6c1de33c801c85eb4a115 *man/aggregate_key.Rd e968b46684b00b9b8bd4d19a68c26414 *man/aggregation-vctrs.Rd c62dddfed7dc7cef64a9d94c8d9e2952 *man/as-dable.Rd ea4a261519a8f938bbca31e2c82960ba *man/as-fable.Rd 551b9a81c42c40e09d806b815c9a3892 *man/as_mable.Rd -66a2707f658afdf5a01f5e2ea3f99bce *man/augment.Rd -146fdeeb16a79170cae2137bb874835a *man/autoplot.dcmp_ts.Rd -37c1e2a9ecc19e127e3f57071ef31b85 *man/autoplot.fbl_ts.Rd -f2269ba3a524bc34aa69f39e3e9bf530 *man/autoplot.tbl_ts.Rd +ad1b60cd02c70baf4d82abb30680b726 *man/augment.Rd +ff27cb3120ef511e0b6dd411c936be87 *man/autoplot.dcmp_ts.Rd +92425c4816b80c19ab816be830c19fba *man/autoplot.fbl_ts.Rd +3f79dc5f57d0fbcfeb38e358eac64bd5 *man/autoplot.tbl_ts.Rd 8c636a927212d183a7c3850bfe0084da *man/bias_adjust.Rd 5936ee99ccba59b5b3d8b902ea2e59cc *man/bottom_up.Rd cab019073996dcc2d5aba968f04fb033 *man/box_cox.Rd -3c109b101def27d5a9504671d485be4b *man/combination_ensemble.Rd -cbd465b6b7674866572de9547b4fe6a5 *man/combination_model.Rd +2e30198d56a15bf0273219ef691c03f1 *man/combination_ensemble.Rd +2265cc6d00a9b29b10a0c529e4a63f61 *man/combination_model.Rd +a05e8d28e484429d41c5b2dfb9d43f98 *man/combination_weighted.Rd ad3ec7083e2f5972ee6f1600a949705d *man/common_xregs.Rd -51dd35a03ae3539a0cbb0352b8622fd4 *man/components.Rd +832973e06a39f6f33d9b9f906d11d5cb *man/components.Rd 44b374027aa1634b32e0fbcfa4431971 *man/construct_fc.Rd 311d01a7b31c53ed10632df3d81e6a37 *man/dable-vctrs.Rd 15f9f26ed1c93dd7002271493b6e2ad3 *man/dable.Rd -e33da4e74d468e1f7f39bdd49fa0dc6d *man/decomposition_model.Rd +b239ede51bf51c71c1782cabb709e532 *man/decomposition_model.Rd e1f7abf486d9fea0be41bc15437188a4 *man/directional_accuracy_measures.Rd -b25292c8e68222ccb2515be39f786a14 *man/distribution_accuracy_measures.Rd +53a375e40412ae201e85e85515429cc6 *man/distribution_accuracy_measures.Rd 630c282ff1e8b7e32c0eeb8a3c801305 *man/distribution_var.Rd a0fdb24d9d15c5c5630de61a05615a2e *man/estimate.Rd b90659d7ad6d41d261b314c79e9aeeff *man/fable-vctrs.Rd c23404d1cf73d4a9f55c8de604b7afcf *man/fable.Rd -ceab2d3ac333d693e97f3d80c615aabc *man/fabletools-package.Rd +4979625095c46d61760fc11d033e7968 *man/fabletools-package.Rd 0103d444a1b6f7328765a533af6d6553 *man/feature_set.Rd -ec8728a7f60b2e0ebfc43040de6b2c3d *man/features.Rd +8f93b5d113ffbb7ad4448bbd22c4b0e8 *man/features.Rd 8012d04e6cc0ebfd1aee0489e94f9146 *man/features_by_pkg.Rd e9d950335b569185499416191d1337ef *man/features_by_tag.Rd cdb7be9efaa25f3cca4cf33ade6e1394 *man/figures/README-example-1.png @@ -108,11 +110,12 @@ c3978703d8f40f2679795335715e98f4 *man/figures/lifecycle-experimental.svg 53b3f893324260b737b3c46ed2a0e643 *man/figures/lifecycle-stable.svg 1c1fe7a759b86dc6dbcbe7797ab8246c *man/figures/lifecycle-superseded.svg a02805f10249e06ffd570832856db160 *man/fitted.mdl_df.Rd -6cfc29f83588cede20aaea88a94356a7 *man/forecast.Rd +ccf455ea3ed2b6cef664acb5d4e373e2 *man/forecast.Rd 676fd82e0d71779c4d0a82460c183616 *man/freq_tools.Rd -896b295e4f7253eb75d5a8fe59046556 *man/generate.mdl_df.Rd -70fb188b1c61ab008f7f771af22a2903 *man/glance.Rd -5d329f99afdf481c3860e9cb39815f5e *man/interpolate.Rd +f64be4ec92640f545c0ac84afcffa922 *man/generate.mdl_df.Rd +3c866d37bd834c880c4d0acdb467c242 *man/glance.Rd +fb9812ef811612b6646ad8686647aef4 *man/hypothesize.mdl_df.Rd +a7ef1ffd6ae8a8dc68ab2700620e13b0 *man/interpolate.Rd e8a5223160a4a939cd6dd5a59676f30f *man/interval_accuracy_measures.Rd b9c7fa4747f3a212a0b7853b21f807a5 *man/is_aggregated.Rd 96062f4c4b65037642ec23dfa30ad05e *man/is_dable.Rd @@ -120,11 +123,11 @@ b6ba18a3867cf077b10e8fc0bf563121 *man/is_fable.Rd b942ade165ab9f0bf37e7c0988cf26b7 *man/is_mable.Rd ef48c67bf01ee8ca6814a55ce87c3522 *man/is_model.Rd ccbf937cd020d3fc33038ccbe2d6f72e *man/mable-vctrs.Rd -0901c7b645dce8757e70b8d393d70123 *man/mable.Rd +f317ca219973aa156a0ee9593cab437e *man/mable.Rd 07dca109d2ea56ef5d4f8997c0f4748f *man/mable_vars.Rd 301048bbd74fdbb5d5312063b5a13803 *man/middle_out.Rd 796365246bc1be40f6e63057bcf72187 *man/min_trace.Rd -fc1f352a34744f1cea8032c687771d32 *man/model.Rd +be9bb5b305fe1a4f062ba86d089625ab *man/model.Rd 1393b3cb5b12c9184a7e56bc397c088f *man/model_lhs.Rd f0fda8a3f7df861905315f24d5799a65 *man/model_rhs.Rd b3786690676b4f812ab2640a36c24ed2 *man/model_sum.Rd @@ -137,25 +140,25 @@ fd11d262287dcffaedb4719e387c59ab *man/outliers.Rd bdc8cb57affb2b7ffc1f2e2b0d54ed11 *man/parse_model_lhs.Rd 3fd1c33a565c1fbfed2b04be25d993e7 *man/parse_model_rhs.Rd 474792508988b76d6d1ae9ee579932cd *man/point_accuracy_measures.Rd -09f5c01e1553360588bcf5295a5896aa *man/reconcile.Rd -b0ccee1c18f9fcd1fb6a809c3af2fe99 *man/reexports.Rd -ae4b89a3df014dd2482498729b839312 *man/refit.Rd +cb19f90ef22302afe188ec08c93fad05 *man/reconcile.Rd +14d1fcb9e595616c89abc46f93591430 *man/reexports.Rd +d626054ca8d93616014cad7ea95ed1b2 *man/refit.Rd 7f923d344b049883e5ada968e6330f52 *man/register_feature.Rd fe74782d2d7a04c98808abda763e18ff *man/report.Rd 51b8a397bf92000659fe9efaab4a3783 *man/residuals.mdl_df.Rd 04285043236595c6e83ccd810d402608 *man/response.Rd b55489638f729e2380e2d96f4716b1d6 *man/response_vars.Rd a51f43537bddd5e20fc9206074bf59e0 *man/scenarios.Rd -f24d13481193aa4e4beaa2ada30ef98d *man/skill_score.Rd +00cf2afa7bde97104fd27fd54fed2c54 *man/skill_score.Rd 0e9e1a771dc255c708fdf2717b0dcb04 *man/special_xreg.Rd 83b079e6ae9511eaf3088c462f9d75df *man/stream.Rd -750aaaefa9aa2044f8b40f8a48bdecaf *man/tidy.Rd +54aa9c8842561ba9af5d0f7232510432 *man/tidy.Rd 74b8186caf6db910744ce117f81e1e32 *man/top_down.Rd 9e68d7156db1ba73e94464d68fd2c308 *man/traverse.Rd 4980cb795255188f627f650622c4bf80 *man/unpack_hilo.Rd 4bf7ba0f683d07e48d465d0a4a558d7f *man/validate_formula.Rd 8176e3fbb47046d5f7220e147a102483 *tests/testthat.R -cdd548370717b42a9738c73daee45d1d *tests/testthat/Rplots.pdf +6e0a181fa68c195a63f7d6f3b48667f4 *tests/testthat/Rplots.pdf d086dba90b013cec5dda344fb7938612 *tests/testthat/setup-data.R b93b054b076aba90b60d8f5a0fd9198d *tests/testthat/setup-models.R 6b683cb35b10e316ea6f1d5bcbf69b40 *tests/testthat/test-accuracy.R @@ -165,7 +168,7 @@ fe6bbb7d8ad033dd4f3c4658bc1edb3e *tests/testthat/test-decomposition-model.R 5445de0d6ca8a6ebf5e15cdf81c7a14a *tests/testthat/test-fable.R 68676adae765873e84c710e4469d8311 *tests/testthat/test-features.R 110ecf6015c56a0680480e0af09ad5d9 *tests/testthat/test-generate.R -52d27f4f5d640493e50d59cbf9c608e0 *tests/testthat/test-graphics.R +43c858e1aea216118650b2d1067d3b9f *tests/testthat/test-graphics.R 168f179d9969262e0ce4baca71542b6e *tests/testthat/test-hilo.R 5c512358f60a3b13c0f15a11e67a83e4 *tests/testthat/test-interpolate.R 1618029c438b05810e96ba9ae4f72cf9 *tests/testthat/test-mable.R diff --git a/NAMESPACE b/NAMESPACE index 703765f..0e2e37d 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -102,6 +102,8 @@ S3method(group_by,grouped_fbl) S3method(group_data,mdl_df) S3method(hfitted,mdl_ts) S3method(hilo,fbl_ts) +S3method(hypothesize,mdl_df) +S3method(hypothesize,mdl_ts) S3method(interpolate,mdl_df) S3method(interpolate,mdl_ts) S3method(invert_transformation,transformation) @@ -238,6 +240,7 @@ export(bottom_up) export(box_cox) export(combination_ensemble) export(combination_model) +export(combination_weighted) export(common_periods) export(common_xregs) export(components) @@ -262,6 +265,7 @@ export(glance) export(guide_level) export(hfitted) export(hilo) +export(hypothesize) export(interpolate) export(interval_accuracy_measures) export(inv_box_cox) @@ -352,6 +356,7 @@ importFrom(generics,components) importFrom(generics,equation) importFrom(generics,generate) importFrom(generics,glance) +importFrom(generics,hypothesize) importFrom(generics,interpolate) importFrom(generics,refit) importFrom(generics,tidy) diff --git a/NEWS.md b/NEWS.md index c2360bd..29db7a7 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,29 @@ +# fabletools 0.3.2 + +## New features + +* Added `hypothesize()` generic for running statistical tests on a trained model. +* Added `combination_weighted()` function for producing a combination model with + arbitrary weights. + +## Improvements + +* The fallback residuals() method now handles transformations when + `type = "innovation"`. +* Improved supported expressions for producing combination models. The + appropriate response variable is now simplified for all functions that produce + that original response variable. This notably includes `0.7*mdl1 + 0.3*mdl2` - + if `mdl1` and `mdl2` are models with the same response variables, then the + resulting combination model will also have the same response variable. +* Documentation improvements. + +## Bug fixes + +* Fixed issue with exogenous regressors (`xreg`) in reconciliation methods that + partially forecast the hierarchy. +* Fixed issue with keys being dropped when several `mdl_df` (mable) objects were + combined. + # fabletools 0.3.1 ## New features diff --git a/R/accessors.R b/R/accessors.R index fdf9353..49e733d 100644 --- a/R/accessors.R +++ b/R/accessors.R @@ -19,7 +19,7 @@ response_vars.mdl_df <- function(x){ } #' @export response_vars.mdl_ts <- function(x){ - vapply(x$response, rlang::as_string, FUN.VALUE = character(1L)) + vapply(x$response, rlang::as_label, FUN.VALUE = character(1L)) } #' @export response_vars.dcmp_ts <- function(x){ diff --git a/R/accuracy.R b/R/accuracy.R index 4bc2fe8..648e6d5 100644 --- a/R/accuracy.R +++ b/R/accuracy.R @@ -173,8 +173,8 @@ winkler_score <- function(.dist, .actual, level = 95, na.rm = TRUE, ...){ interval <- hilo(.dist, level) if(!inherits(interval, "hilo")) abort("Winkler scores are not supported for multivariate distributions.") alpha <- 1-level/100 - lt <- vctrs::vec_proxy(interval)$lower - ut <- vctrs::vec_proxy(interval)$upper + lt <- interval$lower + ut <- interval$upper score <- ifelse( .actual < lt, (ut - lt) + (2/alpha)*(lt-.actual), @@ -248,8 +248,9 @@ quantile_score <- function(.dist, .actual, probs = c(0.05,0.25,0.5,0.75,0.95), #' @rdname distribution_accuracy_measures #' @export CRPS <- function(.dist, .actual, n_quantiles = 1000, na.rm = TRUE, ...){ - is_normal <- map_lgl(.dist, inherits, "dist_normal") - is_sample <- map_lgl(.dist, inherits, "dist_sample") + dist_type <- dist_types(.dist) + is_normal <- dist_type == "dist_normal" + is_sample <- dist_type == "dist_sample" z <- rep(NA_real_, length(.dist)) if(any(is_normal)){ @@ -286,6 +287,55 @@ CRPS <- function(.dist, .actual, n_quantiles = 1000, na.rm = TRUE, ...){ #' Distribution accuracy measures #' +#' These accuracy measures can be used to evaluate how accurately a forecast +#' distribution predicts a given actual value. +#' +#' @section Quantile/percentile score (pinball loss): +#' +#' A quantile (or percentile) score evaluates how accurately a set of quantiles +#' (or percentiles) from the distribution match the given actual value. This +#' score uses a pinball loss function, and can be calculated via the average of +#' the score function given below: +#' +#' The score function \eqn{s_p(q_p,y)} is given by \eqn{(1-p)(q_p-y)} if +#' \eqn{y < q_p}, and \eqn{p(y-q_p)} if \eqn{y \ge q_p}. Where \eqn{p} is the +#' quantile probability, \eqn{q_p = F^{-1}(p)} is the quantile with probability +#' \eqn{p}, and \eqn{y} is the actual value. +#' +#' The resulting accuracy measure will average this score over all predicted +#' points at all desired quantiles (defined via the `probs` argument). +#' +#' The percentile score is uses the same method with `probs` set to all +#' percentiles `probs = seq(0.01, 0.99, 0.01)`. +#' +#' @section Continuous ranked probability score (CRPS): +#' +#' The continuous ranked probability score (CRPS) is the continuous analogue of +#' the pinball loss quantile score defined above. Its value is twice the +#' integral of the quantile score over all possible quantiles: +#' +#' \deqn{ +#' CRPS(F,y) = 2 \int_0^1 s_p(q_p,y) dp +#' }{ +#' CRPS(F,y) = 2 integral_0^1 s_p(q_p,y) dp +#' } +#' +#' It can be computed directly from the distribution via: +#' +#' \deqn{ +#' CRPS(F,y) = \int_{-\infty}^\infty (F(x) - 1{y\leq x})^2 dx +#' }{ +#' CRPS(F,y) = integral_{-\infty}^\infty (F(x) - 1{y\leq x})^2 dx +#' } +#' +#' For some forecast distribution \eqn{F} and actual value \eqn{y}. +#' +#' Calculating the CRPS accuracy measure is computationally difficult for many +#' distributions, however it can be computed quickly and exactly for Normal and +#' emperical (sample) distributions. For other distributions the CRPS is +#' approximated using the quantile score of many quantiles (using the number of +#' quantiles specified in the `n_quantiles` argument). +#' #' @inheritParams interval_accuracy_measures #' @param n_quantiles The number of quantiles to use in approximating CRPS when an exact solution is not available. #' @@ -308,7 +358,7 @@ distribution_accuracy_measures <- list(percentile = percentile_score, CRPS = CRP #' #' skill_score(MSE) #' -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(tsibble) #' @@ -321,7 +371,6 @@ distribution_accuracy_measures <- list(percentile = percentile_score, CRPS = CRP #' ) %>% #' forecast(h = "1 year") %>% #' accuracy(lung_deaths, measures = list(skill = skill_score(MSE))) -#' } #' #' @export skill_score <- function(measure) { @@ -378,8 +427,7 @@ accuracy <- function(object, ...){ #' #' @param measures A list of accuracy measure functions to compute (such as [`point_accuracy_measures`], [`interval_accuracy_measures`], or [`distribution_accuracy_measures`]) #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE) #' library(fable) #' library(tsibble) #' library(tsibbledata) @@ -407,7 +455,6 @@ accuracy <- function(object, ...){ #' aus_production, #' measures = list(interval_accuracy_measures, distribution_accuracy_measures) #' ) -#' } #' #' @export accuracy.mdl_df <- function(object, measures = point_accuracy_measures, ...){ @@ -524,7 +571,7 @@ accuracy.fbl_ts <- function(object, data, measures = point_accuracy_measures, .. if(mv <- length(resp) > 1){ aug <- object <- tidyr::pivot_longer( - transmute(object, mean(!!dist), .dist = !!dist, !!!syms(intersect(by, colnames(object)))), + transmute(object, as_tibble(mean(!!dist)), .dist = !!dist, !!!syms(intersect(by, colnames(object)))), !!resp, names_to = ".response", values_to = ".fc") aug_dt <- data <- tidyr::pivot_longer( transmute(data, !!index(data), !!!syms(resp)), diff --git a/R/aggregate.R b/R/aggregate.R index 82ca17b..0e0476e 100644 --- a/R/aggregate.R +++ b/R/aggregate.R @@ -167,7 +167,7 @@ parse_agg_spec <- function(expr){ #' #' \lifecycle{maturing} #' -#' An aggregation vector extends usual vectors by adding values. +#' An aggregation vector extends usual vectors by adding `` values. #' These vectors are typically produced via the [`aggregate_key()`] function, #' however it can be useful to create them manually to produce more complicated #' hierarchies (such as unbalanced hierarchies). diff --git a/R/broom.R b/R/broom.R index cedf46e..437f9f8 100644 --- a/R/broom.R +++ b/R/broom.R @@ -8,8 +8,7 @@ #' @param x A mable. #' @param ... Arguments for model methods. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(tsibbledata) #' @@ -17,7 +16,6 @@ #' aus_production %>% #' model(ets = ETS(log(Beer) ~ error("M") + trend("Ad") + season("A"))) %>% #' augment() -#' } #' #' @rdname augment #' @export @@ -83,15 +81,13 @@ Response residuals are now always found in `.resid` and innovation residuals are #' @param x A mable. #' @param ... Arguments for model methods. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(tsibbledata) #' #' olympic_running %>% #' model(lm = TSLM(log(Time) ~ trend())) %>% #' glance() -#' } #' @rdname glance #' @export glance.mdl_df <- function(x, ...){ @@ -116,15 +112,13 @@ glance.mdl_ts <- function(x, ...){ #' @param x,object A mable. #' @param ... Arguments for model methods. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(tsibbledata) #' #' olympic_running %>% #' model(lm = TSLM(log(Time) ~ trend())) %>% #' tidy() -#' } #' #' @rdname tidy #' @export diff --git a/R/components.R b/R/components.R index 4320c33..03af7d0 100644 --- a/R/components.R +++ b/R/components.R @@ -9,9 +9,7 @@ #' @param object A mable. #' @param ... Other arguments passed to methods. #' -#' @examples -#' \dontrun{ -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(tsibbledata) #' @@ -20,8 +18,6 @@ #' model(ets = ETS(log(Beer) ~ error("M") + trend("Ad") + season("A"))) %>% #' components() %>% #' autoplot() -#' } -#' } #' #' @rdname components #' @export diff --git a/R/fable.R b/R/fable.R index 56e9aa8..e4d0733 100644 --- a/R/fable.R +++ b/R/fable.R @@ -186,11 +186,10 @@ tbl_sum.fbl_ts <- function(x){ #' @importFrom distributional hilo #' @export hilo.fbl_ts <- function(x, level = c(80, 95), ...){ + hilo_exprs <- map(level,function(.x) expr(hilo(!!sym(distribution_var(x)), !!.x))) + names(hilo_exprs) <- paste0(level, "%") as_tsibble(x) %>% - mutate( - !!!set_names(map(level,function(.x) expr(hilo(!!sym(distribution_var(x)), !!.x))), - paste0(level, "%")) - ) + mutate(!!!hilo_exprs) } restore_fable <- function(data, template){ diff --git a/R/features.R b/R/features.R index 707f607..e3de2f7 100644 --- a/R/features.R +++ b/R/features.R @@ -105,7 +105,10 @@ features_impl <- function(.tbl, .var, features, ...){ #' features(Trips, features = list(mean = mean, sd = sd)) #' #' # Search and use useful features with `feature_set()`. -#' if(requireNamespace("feasts")) library(feasts) +#' +#' @examplesIf requireNamespace("feasts", quietly = TRUE) +#' library(feasts) +#' @examples #' tourism %>% #' features(Trips, features = feature_set(tags = "autocorrelation")) #' diff --git a/R/forecast.R b/R/forecast.R index cf800e1..0a7be88 100644 --- a/R/forecast.R +++ b/R/forecast.R @@ -50,8 +50,8 @@ forecast <- function(object, ...){ #' `point_forecast` argument. #' - All columns in `new_data`, excluding those whose names conflict with the #' above. -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' +#' @examplesIf requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE) #' library(fable) #' library(tsibble) #' library(tsibbledata) @@ -96,7 +96,6 @@ forecast <- function(object, ...){ #' fit %>% #' forecast(new_data = future_aus) %>% #' autoplot(aus_economy) -#' } #' #' @rdname forecast #' @export @@ -114,7 +113,7 @@ forecast.mdl_df <- function(object, new_data = NULL, h = NULL, # Evaluate forecasts object <- dplyr::mutate_at(as_tibble(object), vars(!!!mdls), - forecast, object[["new_data"]], + forecast, new_data = object[["new_data"]], h = h, point_forecast = point_forecast, ..., key_data = key_data(object)) @@ -256,10 +255,7 @@ construct_fc <- function(point, sd, dist){ } compute_point_forecasts <- function(distribution, measures){ - measures <- map(measures, calc, distribution) - resp <- dimnames(distribution) - if(length(resp) > 1) measures <- map(measures, set_names, resp) - flatten_with_names(measures) + map(measures, calc, distribution) } #' @export diff --git a/R/frequency.R b/R/frequency.R index 86b10b9..378a696 100644 --- a/R/frequency.R +++ b/R/frequency.R @@ -88,7 +88,9 @@ get_frequencies.NULL <- function(period, data, ..., #' @export get_frequencies.character <- function(period, data, ...){ require_package("lubridate") - get_frequencies(lubridate::as.period(period), data, ...) + m <- lubridate::as.period(period) + if(is.na(m)) abort(paste("Unknown period:", period)) + get_frequencies(m, data, ...) } #' @rdname freq_tools diff --git a/R/generate.R b/R/generate.R index e4d5ab7..d8e79e3 100644 --- a/R/generate.R +++ b/R/generate.R @@ -17,15 +17,13 @@ #' @param seed The seed for the random generation from distributions. #' @param ... Additional arguments for individual simulation methods. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(dplyr) #' UKLungDeaths <- as_tsibble(cbind(mdeaths, fdeaths), pivot_longer = FALSE) #' UKLungDeaths %>% #' model(lm = TSLM(mdeaths ~ fourier("year", K = 4) + fdeaths)) %>% #' generate(UKLungDeaths, times = 5) -#' } #' @export generate.mdl_df <- function(x, new_data = NULL, h = NULL, times = 1, seed = NULL, ...){ mdls <- mable_vars(x) diff --git a/R/hypothesise.R b/R/hypothesise.R new file mode 100644 index 0000000..78959b2 --- /dev/null +++ b/R/hypothesise.R @@ -0,0 +1,37 @@ +#' Run a hypothesis test from a mable +#' +#' This function will return the results of a hypothesis test for each model in +#' the mable. +#' +#' @param x A mable. +#' @param ... Arguments for model methods. +#' +#' @examplesIf requireNamespace("fable", quietly = TRUE) +#' library(fable) +#' library(tsibbledata) +#' +#' olympic_running %>% +#' model(lm = TSLM(log(Time) ~ trend())) %>% +#' hypothesize() +#' +#' @importFrom generics hypothesize +#' @export +hypothesize.mdl_df <- function(x, ...){ + mbl_vars <- mable_vars(x) + x <- mutate(as_tibble(x), + dplyr::across(all_of(mbl_vars), function(x) lapply(x, hypothesize, ...))) + x <- pivot_longer(x, mbl_vars, names_to = ".model", values_to = ".hypothesis") + unnest(x, ".hypothesis") +} + +#' @rdname hypothesize +#' @export +hypothesize.mdl_ts <- function(x, tests = list(), ...){ + if(is_function(tests)){ + tests <- list(tests) + } + vctrs::vec_rbind( + !!!map(tests, calc, x$fit, ...), + .names_to = ".test" + ) +} \ No newline at end of file diff --git a/R/interpolate.R b/R/interpolate.R index 0c07dcd..32f1836 100644 --- a/R/interpolate.R +++ b/R/interpolate.R @@ -6,8 +6,7 @@ #' @param new_data A dataset with the same structure as the data used to fit the model. #' @param ... Other arguments passed to interpolate methods. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(tsibbledata) #' @@ -18,7 +17,6 @@ #' olympic_running %>% #' model(TSLM(Time ~ trend())) %>% #' interpolate(olympic_running) -#' } #' #' @rdname interpolate #' @export diff --git a/R/mable.R b/R/mable.R index 40d6406..e5b3243 100644 --- a/R/mable.R +++ b/R/mable.R @@ -189,16 +189,25 @@ transmute.mdl_df <- function (.data, ...){ #' @export `[.mdl_df` <- function (x, i, j, drop = FALSE){ out <- as_tibble(NextMethod()) - cn <- colnames(out) - kv <- intersect(key_vars(x), cn) + cn <- names(out) + new_kv <- intersect(old_kv <- key_vars(x), cn) mv <- intersect(mable_vars(x), cn) - # If keys have been dropped, return a tibble - if(n_keys(x) != length(kv)){ + # If keys have changed, return a tibble if mable is invalid + if(!identical(old_kv, new_kv)){ return(out) + key_data <- group_data(group_by(x, !!!syms(key))) + if(any(lengths(key_data[[length(key_data)]]) > 1)) + return(out) + else + return(build_mable(out, key_data = key_data, model = !!mv)) } - build_mable(out, key = !!kv, model = !!mv) + # If all models are removed, return a tibble + if(length(mv) == 0) + return(out) + + build_mable(out, key = !!old_kv, model = !!mv) } #' @export diff --git a/R/model.R b/R/model.R index 726626f..12dd938 100644 --- a/R/model.R +++ b/R/model.R @@ -35,8 +35,7 @@ model <- function(.data, ...){ #' `progressr::with_progress()`. Further customisation on how progress is #' reported can be controlled using the `progressr` package. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE) #' library(fable) #' library(tsibbledata) #' @@ -58,7 +57,6 @@ model <- function(.data, ...){ #' ets = ETS(log(Turnover) ~ error("A") + trend("A") + season("A")), #' ) #' ) -#' } #' #' @export model.tbl_ts <- function(.data, ..., .safely = TRUE){ diff --git a/R/model_combination.R b/R/model_combination.R index a4bd955..5da114b 100644 --- a/R/model_combination.R +++ b/R/model_combination.R @@ -22,8 +22,7 @@ train_combination <- function(.data, specials, ..., cmbn_fn, cmbn_args){ #' @param cmbn_fn A function used to produce the combination. #' @param cmbn_args Additional arguments passed to `cmbn_fn`. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(tsibble) #' library(tsibbledata) @@ -43,7 +42,6 @@ train_combination <- function(.data, specials, ..., cmbn_fn, cmbn_args){ #' cmbn_args = list(weights = "inv_var") #' ) #' ) -#' } #' @export combination_model <- function(..., cmbn_fn = combination_ensemble, cmbn_args = list()){ @@ -63,6 +61,8 @@ combination_model <- function(..., cmbn_fn = combination_ensemble, #' @param ... Estimated models used in the ensemble. #' @param weights The method used to weight each model in the ensemble. #' +#' @seealso [`combination_weighted()`] +#' #' @export combination_ensemble <- function(..., weights = c("equal", "inv_var")){ mdls <- dots_list(...) @@ -97,6 +97,33 @@ combination_ensemble <- function(..., weights = c("equal", "inv_var")){ out } +#' Weighted combination +#' +#' @param ... Estimated models used in the ensemble. +#' @param weights The numeric weights applied to each model in `...` +#' +#' @seealso [`combination_ensemble()`] +#' +#' @export +combination_weighted <- function(..., weights = NULL){ + mdls <- dots_list(...) + resp_var <- mdls[[1]]$response + + if(all(map_lgl(mdls, inherits, "mdl_defn"))){ + return(combination_model(..., cmbn_fn = combination_weighted, + cmbn_args = list(weights = weights))) + } + vctrs::vec_assert(weights, numeric(), length(mdls)) + + # Standardise weights to sum 1 + weights <- weights/sum(weights) + + mdls <- map2(mdls, weights, `*`) + out <- reduce(mdls, `+`) + out$response <- resp_var + out +} + new_model_combination <- function(x, combination){ mdls <- map_lgl(x, is_model) @@ -104,8 +131,14 @@ new_model_combination <- function(x, combination){ comb_response <- map(transpose(mdls_response), function(x) eval(expr(substitute(!!combination, x)))) - # Try to simplify the response + if(length(comb_response) > 1) abort("Combining multivariate models is not yet supported.") + + # Compute new response data + resp <- map2(x, mdls, function(x, is_mdl) if(is_mdl) response(x)[[".response"]] else x) + resp <- eval_tidy(combination, resp) + if(any(!mdls)){ + # Simplify the response with a f(numeric, model) op <- deparse(combination[[1]]) if(op == "*" || (op == "/" && mdls[1])){ num <- x[[which(!mdls)]] @@ -117,14 +150,24 @@ new_model_combination <- function(x, combination){ } } } + } else { + # Simplify the response with f(model, model) + + # Assume both models come from the same root variable, find the data of the + # mable's response variable. + root_var <- traverse( + x$e1, + .f = function(x, y) x[[1]][c("data", "response")], + .g = function(mdl) Filter(function(x) inherits(x, "mdl_ts"), mdl$fit), + base = function(mdl) !inherits(mdl$fit, "model_combination") + ) + root_resp <- root_var[["response"]] + root_resp_var <- rlang::as_label(root_resp[[1]]) + if(isTRUE(all.equal(resp, root_var$data[[root_resp_var]]))) { + comb_response <- root_resp + } } - if(length(comb_response) > 1) abort("Combining multivariate models is not yet supported.") - - # Compute new response data - resp <- map2(x, mdls, function(x, is_mdl) if(is_mdl) response(x)[[".response"]] else x) - resp <- eval_tidy(combination, resp) - new_model( structure(x, combination = combination, class = c("model_combination")), model = x[[which(mdls)[1]]][["model"]], @@ -257,7 +300,7 @@ forecast.model_combination <- function(object, new_data, specials, ...){ fc_cov <- map_dbl(fc_sd, function(sigma) (diag(sigma)%*%fc_cov%*%t(diag(sigma)))[1,2]) } - is_normal <- map_lgl(object[mdls], function(x) inherits(x[[1]], "dist_normal")) + is_normal <- map_lgl(object[mdls], function(x) all(dist_types(x) == "dist_normal")) if(all(is_normal)){ # Improve check to ensure all distributions are normal .dist <- eval_tidy(expr, object) # var(x) + var(y) + 2*cov(x,y) diff --git a/R/model_decomposition.R b/R/model_decomposition.R index b5b43b2..3c1350e 100644 --- a/R/model_decomposition.R +++ b/R/model_decomposition.R @@ -92,8 +92,7 @@ Please check that you have specified the decomposition models appropriately.") #' @param dcmp A model definition which supports extracting decomposed [`components()`]. #' @param ... Model definitions used to model the components #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE) && requireNamespace("feasts", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) && requireNamespace("feasts", quietly = TRUE) #' library(fable) #' library(feasts) #' library(tsibble) @@ -119,7 +118,6 @@ Please check that you have specified the decomposition models appropriately.") #' model(my_dcmp_spec) %>% #' forecast(h="5 years") %>% #' autoplot(vic_food) -#' } #' #' @seealso #' [*Forecasting: Principles and Practice* - Forecasting Decomposition](https://otexts.com/fpp3/forecasting-decomposition.html) diff --git a/R/plot.R b/R/plot.R index 5c6a1f5..f533460 100644 --- a/R/plot.R +++ b/R/plot.R @@ -8,15 +8,13 @@ #' @param .vars A bare expression containing data you wish to plot. Multiple variables can be plotted using [`ggplot2::vars()`]. #' @param ... Further arguments passed to [`ggplot2::geom_line()`], which can be used to specify fixed aesthetics such as `colour = "red"` or `size = 3`. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' library(tsibbledata) #' library(tsibble) #' #' tsibbledata::gafa_stock %>% #' autoplot(vars(Close, log(Close))) -#' } #' #' @importFrom ggplot2 ggplot aes geom_line guides guide_legend xlab #' @export @@ -146,10 +144,9 @@ If you're using it to extract intervals, consider using `hilo()` to compute inte #' @param ... Further arguments passed used to specify fixed aesthetics for the forecasts such as `colour = "red"` or `size = 3`. #' @param point_forecast The point forecast measure to be displayed in the plot. #' -#' @examples -#' library(tsibbledata) -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE) #' library(fable) +#' library(tsibbledata) #' #' fc <- aus_production %>% #' model(ets = ETS(log(Beer) ~ error("M") + trend("Ad") + season("A"))) %>% @@ -157,7 +154,6 @@ If you're using it to extract intervals, consider using `hilo()` to compute inte #' #' fc %>% #' autoplot(aus_production) -#' } #' #' @importFrom ggplot2 facet_wrap #' @export @@ -223,13 +219,10 @@ autoplot.fbl_ts <- function(object, data = NULL, level = c(80, 95), show_gap = T } #' @rdname autoplot.fbl_ts -#' @examples -#' -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' aus_production %>% #' autoplot(Beer) + #' autolayer(fc) -#' } #' #' @importFrom distributional scale_level_continuous guide_level #' @export @@ -345,6 +338,7 @@ build_fbl_layer <- function(object, data = NULL, level = c(80, 95), object[names(point_forecast)] <- map(point_forecast, calc, object[[dist_var]]) object <- tidyr::pivot_longer(object[-match(dist_var, names(object))], names(point_forecast), names_to = "Point forecast", values_to = dist_var) if(length(resp_var) > 1){ + object[[dist_var]] <- as_tibble(object[[dist_var]]) object <- object[setdiff(names(object), resp_var)] %>% tidyr::unpack(!!dist_var) %>% tidyr::pivot_longer(names(object[[dist_var]]), names_to = ".response", values_to = dist_var) @@ -381,15 +375,13 @@ build_fbl_layer <- function(object, data = NULL, level = c(80, 95), #' @param level If the decomposition contains distributions, which levels should be used to display intervals? #' @inheritParams autoplot.tbl_ts #' -#' @examples -#' if (requireNamespace("feasts", quietly = TRUE)) { +#' @examplesIf requireNamespace("feasts", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE) #' library(feasts) #' library(tsibbledata) #' aus_production %>% #' model(STL(Beer)) %>% #' components() %>% #' autoplot() -#' } #' #' @importFrom ggplot2 ggplot geom_line geom_rect facet_grid vars ylab labs #' @export diff --git a/R/reconciliation.R b/R/reconciliation.R index 6f4ff0b..9a4b7fa 100644 --- a/R/reconciliation.R +++ b/R/reconciliation.R @@ -6,8 +6,7 @@ #' @param .data A mable. #' @param ... Reconciliation methods applied to model columns within `.data`. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' lung_deaths_agg <- as_tsibble(cbind(mdeaths, fdeaths)) %>% #' aggregate_key(key, value = sum(value)) @@ -16,7 +15,6 @@ #' model(lm = TSLM(value ~ trend() + season())) %>% #' reconcile(lm = min_trace(lm)) %>% #' forecast() -#' } #' #' @export reconcile <- function(.data, ...){ @@ -181,7 +179,8 @@ bottom_up <- function(models){ #' @export forecast.lst_btmup_mdl <- function(object, key_data, - point_forecast = list(.mean = mean), ...){ + point_forecast = list(.mean = mean), + new_data = NULL, ...){ # Keep only bottom layer agg_data <- build_key_data_smat(key_data) @@ -189,17 +188,21 @@ forecast.lst_btmup_mdl <- function(object, key_data, S[length(agg_data$agg)*(vec_c(!!!agg_data$agg)-1) + rep(seq_along(agg_data$agg), lengths(agg_data$agg))] <- 1L btm <- agg_data$leaf - object <- object[btm] + # object <- object[btm] + # if(!is.null(new_data)){ + # new_data <- new_data[btm] + # } point_method <- point_forecast point_forecast <- list() # Get base forecasts - fc <- vector("list", nrow(S)) - fc[btm] <- NextMethod() + # fc <- vector("list", nrow(S)) + # fc[btm] <- NextMethod() + fc <- NextMethod() # Add dummy forecasts to unused levels - fc[seq_along(fc)[-btm]] <- fc[btm[1]] + # fc[seq_along(fc)[-btm]] <- fc[btm[1]] P <- matrix(0L, nrow = ncol(S), ncol = nrow(S)) P[(btm-1L)*nrow(P) + seq_len(nrow(P))] <- 1L @@ -281,7 +284,7 @@ forecast.lst_topdwn_mdl <- function(object, key_data, # Code adapted from reconcile_fbl_list to handle changing weights over horizon # This will need to be refactored later so that reconcile_fbl_list is broken up into more sub-problems # As the weight matrix is an identity, this code and computation is much simpler. - is_normal <- all(map_lgl(fc_dist, function(x) inherits(x[[1]], "dist_normal"))) + is_normal <- all(map_lgl(fc_dist, function(x) all(dist_types(x) == "dist_normal"))) # Point forecast means can be computed in one step fc_mean <- split(fc_mean[,top]*fc_prop,col(fc_prop)) if(is_normal) { @@ -358,7 +361,8 @@ middle_out <- function(models, split = 1){ #' @export forecast.lst_midout_mdl <- function(object, key_data, - point_forecast = list(.mean = mean), ...){ + point_forecast = list(.mean = mean), + new_data = NULL, ...){ split <- object%@%"split" point_method <- point_forecast point_forecast <- list() @@ -384,6 +388,9 @@ forecast.lst_midout_mdl <- function(object, key_data, } nodes_above <- which(agg_shadow[[split]]) object <- object[-nodes_above] + if(!is.null(new_data)){ + new_data <- new_data[-nodes_above] + } fc <- NextMethod() fc_dist <- lapply(fc, function(x) x[[distribution_var(x)]]) @@ -422,7 +429,7 @@ forecast.lst_midout_mdl <- function(object, key_data, # Code adapted from reconcile_fbl_list to handle changing weights over horizon # This will need to be refactored later so that reconcile_fbl_list is broken up into more sub-problems # As the weight matrix is an identity, this code and computation is much simpler. - is_normal <- all(map_lgl(fc_dist, function(x) inherits(x[[1]], "dist_normal"))) + is_normal <- all(map_lgl(fc_dist, function(x) all(dist_types(x) == "dist_normal"))) # Point forecast means can be computed in one step fc_mean <- split(fc_mean,col(fc_mean)) if(is_normal) { @@ -474,7 +481,7 @@ reconcile_fbl_list <- function(fc, S, P, W, point_forecast, SP = NULL) { } fc_dist <- map(fc, function(x) x[[distribution_var(x)]]) - is_normal <- all(map_lgl(fc_dist, function(x) inherits(x[[1]], "dist_normal"))) + is_normal <- all(map_lgl(fc_dist, function(x) all(dist_types(x) == "dist_normal"))) fc_mean <- as.matrix(invoke(cbind, map(fc_dist, mean))) fc_var <- transpose_dbl(map(fc_dist, distributional::variance)) diff --git a/R/reexports.R b/R/reexports.R index 9d9b3e2..f388407 100644 --- a/R/reexports.R +++ b/R/reexports.R @@ -41,6 +41,10 @@ generics::glance #' @export generics::tidy +#' @importFrom generics hypothesize +#' @export +generics::hypothesize + #' @importFrom generics generate #' @export generics::generate diff --git a/R/refit.R b/R/refit.R index f647bf9..04e3cfd 100644 --- a/R/refit.R +++ b/R/refit.R @@ -7,8 +7,7 @@ #' @param new_data A tsibble dataset used to refit the model. #' @param ... Additional optional arguments for refit methods. #' -#' @examples -#' if (requireNamespace("fable", quietly = TRUE)) { +#' @examplesIf requireNamespace("fable", quietly = TRUE) #' library(fable) #' #' fit <- as_tsibble(mdeaths) %>% @@ -18,7 +17,6 @@ #' fit %>% #' refit(as_tsibble(fdeaths)) %>% #' report(reinitialise = TRUE) -#' } #' #' @rdname refit #' @export diff --git a/R/residuals.R b/R/residuals.R index ca69a01..9dc3e1a 100644 --- a/R/residuals.R +++ b/R/residuals.R @@ -29,10 +29,18 @@ residuals.mdl_ts <- function(object, type = "innovation", ...){ else{ .resid <- residuals(object$fit, type = type, ...) if(is.null(.resid)){ -# warn(sprintf( -# 'Residuals of type `%s` are not supported for %s models. -# Defaulting to `type="response"`', type, model_sum(object))) - return(residuals(object, type = "response", ...)) + if(type == "innovation") { + .resid <- response(object) + .resid <- map2(object$transformation, .resid[measured_vars(.resid)], calc) + .fits <- fitted(object) + .fits <- map2(object$transformation, .fits[measured_vars(.fits)], calc) + .resid <- do.call(cbind, .resid) - do.call(cbind, as.matrix(.fits)) + } else { + warn(sprintf( +'Residuals of type `%s` are not supported for %s models. +Defaulting to `type="response"`', type, model_sum(object))) + return(residuals(object, type = "response", ...)) + } } } .resid <- as.matrix(.resid) diff --git a/R/specials.R b/R/specials.R index 4b97d2a..96d07a9 100644 --- a/R/specials.R +++ b/R/specials.R @@ -67,7 +67,7 @@ fable_xreg_matrix <- function(..., .data, default_intercept = TRUE) { xreg <- model.frame(model_formula, data = env, na.action = stats::na.pass) mm <- model.matrix(terms(xreg), xreg) if (NROW(mm) == 0 && identical(colnames(mm), "(Intercept)")) { - return(matrix(data = 1, nrow = NROW(self$data), dimnames = list(NULL, "(Intercept)"))) + return(matrix(data = 1, nrow = NROW(.data), dimnames = list(NULL, "(Intercept)"))) } mm } \ No newline at end of file diff --git a/R/utils.R b/R/utils.R index cb1e49e..1aedd6d 100644 --- a/R/utils.R +++ b/R/utils.R @@ -313,3 +313,7 @@ mable_apply <- function (.data, .f, ..., names_to = ".model") { return(.data) } + +dist_types <- function(dist) { + map_chr(vec_data(dist), function(x) class(x)[1]) +} diff --git a/R/vctrs-mable.R b/R/vctrs-mable.R index 0f17da8..c94dafc 100644 --- a/R/vctrs-mable.R +++ b/R/vctrs-mable.R @@ -44,7 +44,8 @@ mable_ptype2 <- function(x, y, ...) { mdl_x <- union(mdl_x, mable_vars(y)) } out <- df_ptype2(x, y, ...) - build_mable_meta(out, key_data = key_x, model = mdl_x, response = resp_x) + build_mable_meta(out, key_data = group_data(group_by(out, !!!syms(key_x))), + model = mdl_x, response = resp_x) } #' @rdname mable-vctrs diff --git a/README.md b/README.md index 309a632..bac07ff 100644 --- a/README.md +++ b/README.md @@ -6,7 +6,7 @@ [![R build status](https://github.com/tidyverts/fabletools/workflows/R-CMD-check/badge.svg)](https://github.com/tidyverts/fabletools) [![Code test -coverage](https://codecov.io/gh/tidyverts/fabletools/branch/master/graph/badge.svg)](https://codecov.io/gh/tidyverts/fabletools?branch=master) +coverage](https://codecov.io/gh/tidyverts/fabletools/branch/master/graph/badge.svg)](https://app.codecov.io/gh/tidyverts/fabletools?branch=master) [![lifecycle](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://lifecycle.r-lib.org/articles/stages.html) [![Licence](https://img.shields.io/badge/licence-GPL--3-blue.svg)](https://www.gnu.org/licenses/gpl-3.0.en.html) diff --git a/build/fabletools.pdf b/build/fabletools.pdf index b535332fb3bf0484ec3311512e66845b0bbd55a4..c683f50df224872299daca4e1b422abaf4dcc8f5 100644 GIT binary patch delta 230604 zcmZs?V~{RNvnAZzZ5z97+qP}nwx71`-L`G-wr$(C@tybFZ|=;*onN&gGO8j9nUyP% z-3;Hkju0;b!pNEgj6(s4NtLzV;6Mz$`9^cLfxiexl~fc^BoK(qfu?Ej-i)G|i^ZN` zqUp%Itle?9kZeIwgpViKhusN#=!=7tl1M@~p-4(jl3@BwL`)Tt>Zd?{tX-Ti4@F5!w}%@K2-LV$f@AZbB;fR*>Px=} zmO9#{M5Tq0U#kOfKxJoyNC+&3YYDQVR>WoA4>+PizS&#Mlf$_M z2vE!)mhw_FkKq%T>i`j$l(dr&gkcxJ%{vJb2q1?;xY*cy1Ff0G7X+;WyWKreZ~chA z@UQ>X?f?La=;bfAoOG*NrdzLCwE0v;U%ECij-=}yr5(k0dT4vHz5tIoosx2jsUyOQ zJ#Za{xPQ9Wa5qbC?cQ8A=`M7S^u+ge-ywYAa%KqhHaAFsp38V30iE|kqsSUWiF6cH zHKS!`8ptw@1yAC0?erqZl%2|L5MX%>zixozH`_HMUAG_1BIq@bV4Un)cJzkX+8759hj)>P`j28#)9+nwL+_^dw``}@U|n$Z6q@)} z@HXDG)8Tkq2ep}9#CV8*hgSzc{Tk5!euikKdHzUnQHraGqA=J@NDs3?3XSUn2xgCD^=-kgTv>h60-Hu2MTqehIcb=;O zZn|GPs0Z2Z@G3W5+?N|yE^Ieljd|aqnBTmZH%;%4WYN!>Z%Yw1_TAr4gBSWcUWQ*6 z5i5Utp574(CaeoFhHfHr5fA`=_-0{!k6o1tW`P`27xdZJQnUK(360+mcZRSBcZ5tQ zxRx}N9To3S8wVara%y_`!|As!s$QQXUek^6?k07jCTT<06QBHOSoc*)2`ng>OsoV9 z1olQ&&^$cQ^fIP)<}MZloXiXa|1m*HaNvl5%vuG@7sJ*q)k;NHsfC`Vlx5&B4dH*@ z?E2@&`YJ=PK*IyF%x;eNbojC60R^RnV!fa z>vOm6@mI5lo>5cY8O+q0lc-SBt6SbjV0i`AA;JW}?XOjG?*L{Z1IaJaUVr4vY6&0! z>+d*4x~aJ1|!(2(RHdv<8Fn) z!KeY^T4MN965F9OX;%1_QxLjXU^lNy?0jRs#ZrfOSChJ{OFn>@pRcLJ0%tPj>mw?U zyoF?MU;m*BnVub-Q%?)iCM$>E6;}(uKT(`p9uyV9Xl^f za~-{*ykS{#gI-kifvHunl*)LBBW#~s9eWJy<}QKL~!XI5hn#$x*vIZx8(_7d`^KP%}0KFPyK}pzH9GQCH`^!60fmG z5p0m8b9odiJ-t-FCajgc%$o+>Cq4F3!BlsloMivUlHtv7r5`b|-rU`zrac+%gRg`3 z(_(e8YVwfwX12DK`1UbRrs!YEqo2U?-;o zC9(f4_5vJxd0AqTgQjlQP;!GeDtXXtOkP%sS5ff-OUvBhPRxEtmdayB#kERDQvlGP z;`lR8+E+ixc)^;-M<05C5N(A{uB(y^AMI;E@o^q!>BL4Q=(c-lL!*)DqwLrzI8$K=EJ# zOxCARWnW}STCI7;S5%=WL#aFwBLU&w(vvhzXd0cLsoI&NC*c~()~ zw7wQb)kwd9MzpKI=1?+e5g0-D`fd9k+i zp)Hk-IS34&wbn0)2qFYZ4ohGF#@)F2c4>4|yJml5kG0K6k`4k=-!V0O=*L3HO~wcb zAiB397^;}$ni+xZXdivgU{5^xdupWaP&F;6>jPp8G%$MSSoVW!r}FgBGO0YabJkFi z6^9s(g;V1vW2#+)aMPhpt*^=xnoore^r>?x9~W$=$)Y3Wx0R+ky-}VKqQOe*W4GQw zY07=()U@O5nG29UMK60jRJa~SQyww)yrTox# zUMN}0>*vsj^TU8^_JS93U7G0*7_g*H zPH*^#KNCWT54NrOJ5u>>PF5l1`nIRPb>)i+G8p(ZT}#hyIn}9}VQaJW75|OPi#JU6 zLwM*St~kB)ikn$&1*RtiUceQ7D-HczktADwe@^{&Kl_^q`KRo}G-+Ik1i0nm$T=%(#weD5MaFYe4OhAZ}J(H;42H2GDEr7K~JEl6l!RERAY7e~krz_s@LM+W`RGt#=~ z*4t&hrk{h4S^#k-*IO=RKRaV7wYz!{7-1*uC!T&|m7!jRhVnEo?3Q29Ym}cnrR|d3 z@HMUc<(iqN@b*}PT=6zD5zhXOR7mzn0ZSc1nLcN8;M9E-OwM@EQD&*=q|@KmSq`}n zlkeoJ)DS&1Mwm|$!0w~PE|Y4nrU1=tl7FMIKl$%8FGb6pk=H$F9)a-U!#B2U|37fA zX}$KTV0z)H=H-6=R^;og%K5u+_DgcRq@|(d;C{#sjVxx0#j-6y8$Ex#&|QsE$2}j@ zKbny56WovZ=^wEoXipmj@bT=;)PF!yIAkB8P3=saU7Sn}lj7l6;F$i~jbP;9OhdW> zrUZ0r>egcW#FV!|y?MERG%Uc_j7I|>ZzjX){bPeF*9 z486_(yalz+2+adhS`7+wx167S99n%pmaut7|NBNTDb63HyPY!!V7+AYT6J$qYkH4mC}YmPq6Q6kW?EbMBD!u4k+_@@gr2b&i#z(eK+47OvHeQRqWwhAClG_^WgHievM3$WccKKRb<&@J0<~~IZo884x zO?&Nmm}zIZTO0u&J`aM*Z@~IhNmbZd+|Eh!%R~pI{Bmv#*InK9&(vc=E`M0M%PVJ* z7xbAC?B#@)>h=0mOPIBqsxCakfW`?N9v6aATBTL1QM3&wB;DDLz1CaZbwurrcq7fp z+wx0V^p0IdOBMIVhtnF~d6MS`W6O+in!vN_R;<~lt7PL^6#{P73E(v+TGrX_d8vkT zZw&wt%{2e0!zF&;=vA)&?D7OHrM-}4O@|AFdB0)bxJui;8Ps?5;mgmyBe(fB*qB($ z7{Z9&=+J@pEdAlCU9(#T#gp&3tOO;+?WQuhYf5iZj-wc@aJlz{TV4+}(SEAs3#xmS5OH&W<*wf}Qz7x%X96n-^swDTfC>(?62 zikqpjt^(H<9W8k%U!6Mksr;(BgVtisW0FFi(P|Uv*XRNj0N{Xg`R@0|ts0Ph>%J|> zndvEsAC|2LyF08TIe_A)%F;!{b%}!e5PuZL(9Ej@m?Yge8wu7Nao$HF z@KlJblom?f%l&N$xY-^3rQY4;aY<&rN6S8lQWwp)^G6^+e!Kaq=PjS&I?cYtR9jU7 z1UD``sU<-b@YUi09SBG(ObMnN@S;X@mnbS4;9E5)emMR)d39Up;qFSPJkQ7E$U*%1 zRRZrPa$zdSQjj01huze*tof%aJKLh(GDFyN{Dp<@=VRlBh;)qB08&iLWxaF2&D&j4 zoqCB{I}twMxMV~O|%y|57AXoGUcc}p80`PDm;*LM!yq}z=^ZEcuA&_yN1fUC_Q8d);x+{Qf8BFKwuoD0Z z&$9Ck0Z%neZQ=m*ax#&ggM{IZzEPVW%D6Cmus1kUXgt|rz&2X1dNOB^JC?0zzV zI-iBw1X$FmYkG8qmAF7Nf15yU%E%3p90fNP(85uaIdJ7vh-V8)0KG?Bi|}9c@`K0z zoq^+AB-%eOCGU{;#z{f^Bq?G=n*@V`I(dl-i#>lh63=2`Tfnw*gjgWM5?T}?=*6Ev z+?<^oBt8af9LqAQ9=qwvnV0KoHkoir?B@kn~AXAU_c*wBmABg~w)(aB%7* zETSp>S61$rtdpe`HJ3C0zg0IGzZ&_f5IL-zV}6#(j#3a!k@nSA{h zs8;BC>c4+v+y9{7|DpFRENuTTqR;v-(Fa^*%G+l$p!VLpq2dkzTh+lm+hs4yWvWPiu>IX-&->@bgNdyanae6*$O>MX1t5X$cl zYSVN><|8HzN~54E;d)2ScV_Oq^P}re3Hj8;hd~h^OS{3Wn-RlYK`@FwG*Gr!D*{>z zK4)!-4-IgREyI=AYzE!NV4wI$U>y2|V#6^8%eUrf6OShrOUm!nf-f4z$BQ{55DIE3*tS;{Vu<|SygU8Lg#SB0aaIji0Q)}Mq^~SR=FnBsYyS>r`7qg zaZZczNhI&L9sk1leY(G%!F)3PXab->d87g!|K7gjiY4`LgQfZfA7_&&$pO8$lh(I} zxsroNa{}S(La#32Ez43;;kYsa@wcLSX}7g^eY%-W=LviOBJy5DDML&wm?RO&)0&b* zo=-=}1XW9J4WPg;7Z&h!=E!sN-iq-Zz%}!H93^HO z*tuXK0~CkKt>FY0RjQtb2h5TFuO8Jf$0cvNA@LwPXEXurnt>@IYFn92;YMXEVuv$Z zw1mp3{E}FR_%Zx~;-`PNYhu^~{f0PuUn2EkwBvYPrwXddoT_b!GeI5;LFgi43#!@w zIV#gA1NilCvRk`@0N}1MHh^`v%_5h*sdDDRKBPpPaEH31vY4vU>NmVfn{u0L>+=tp zx)v-7kc|Hu=C9pl2R?xv(np?Qfp?DiLk-d!CHGVY0$!>!!O{>ak*#qllMajI>?@~J zqFk}fYSAi@xy6vC!pii%ER#=;^JN^heQqJg52p|~Ez^Tp`QI@H?tntsbG0%X%6m6! zUHN|CZ_65T*Tpy4!b=*G$bbixU%j}Z`KIkt)ZKrDVO}uhRQ!%logPcdo9oit42W2J zww=|xcO>_ATOeiqKa&r=zgEa*W>RcywleykrtV&qTm8EH;#HrNOh^?>vgJX7z+JlE zE+w-^$^5~#1jJKUJO6z7x zDN}Y1svm;b!Z@csM3^)JM?G_I;y6&j4W_{9y{PjJIMp^6vU)rwFAY|gND5GK0o%49 zvuH*sG!JSfZvH*hPHo)|Ldb{9-+;s?VbVnfNCns)0LVGU3jg8l(<@LZVc{f<5%zFZ z+F)7->de=*x;y~|^b7sS!ism*z=IXz2V8YN#nJz*-2du!QhW|tnxP{ob<%7O93aI% z5}ooKdcD9h7A~+z(*5_LAqtH}M9Wf&jCxVx`;NPZg)OHZd1lE~P&E=Kb5>?9k^PzI z_S@mgn#p^#Qmuffl#+eRtpjR)dWl}D7)3+`du11O?k{{Z`jVMMk2uC@C6OqwMND+H zRNs+tAo6cDXL%y`!G*QM8K_@O_kdeDZb^lVQoS{~8a@#{@JxE1RVt^OBtu)?NXBss zSeFA`IlsS4?yoF#gCD7excSLO^ifX9NLE+cb)Ew$h%vD2Rb7VCd=1E16XH~mR8Bk` zttft&!Hlt=BLy(~lP7`_iKDsT;CD|ozPi07gxg@AU;$7PhdXsZgQ@Rv+<+D@+gz)o z#jHQZ)0Y#C1d^X}VM)z8{CpAD!|6UOd6o$U!6YwGWmCRBBrpH`>sHDaA1HJaHQQxc zRpLk+qINp`?HK#GiPptCE^R%)a4j_~0bh}nW@$y| z?@CWw1lB~>8Xf`ym1pf>519MNcQ=A4qpc&IHaa`4|V6(?$ecGH!FG8HVC>9 z#8M*3sxNbx>;^*mpcJq}S*33!A6i$F$sB5$h~7@jk4Ch#&1(wv-|L}%jY!!}>s2+# zlVzl*N`=BrXG_aUPg-}=*vd}SrWcpXf(_2M;lyN2F;K~L^xlDl8i2--fdtz-Mc!bp zKO~|gZq2t8KoNS?A}@SWL{NZN3t3#XKI&h`199%x$zPHAoc&FhT2rj6m0BqZzhhYM zpVpk0>u+@h2oYsXQ=+|kMirvZ@(xE*m!{~e7YNk|KA{d3DA#l2G!Tt42r`BRdNuk( zoR>MEfB(J74>J})F#ymYju}t9=ER#!x}cFM9_oj;v;Mrf={DPJ@{#dF5sA8KjVb^7 zZPL`mya0w=)`){wf50k(%GZV_5aF*4>9hw#RA9)svL*wQmyfDWrbk$e%qMF0>jTPB0i7DV@E;7mNk zJ~`N$NbjY-Hk-h{lb8)@YF6cbdp;WVFc5`U!jX06WmLQ<#+N1M?v6FTa728QEK;B? z_jfpHwt^>n&%V`Gvr?6R#g?nP*>+~vTl+O+ylvMGS(wNMjYju~(e&-_FiIQE1MJR1 ziY2Y-%u!l`k_><`^8Ry2REjYl(%dBYu;ry!T%Nz7#C*ItMA0B#y1kj&XwS_JNV2dr zQ4-?|nDLMHxm_~K1rBZ0Uxe|1_6TTf07A0!S}W~^mG8!gr45p9mJ)t1+$(h9Ul(pJ zL}K`hI?apX5XL$#kOi~GBN;1Puvwy|q!YPcm3hG%!!&@IH%0~^)%G*Au!!)e!P@iK zw2HNJ_H%l!x%DStnKM4oR6YmdM7t;nKI4L#?qZ>=n&tYY?E zT_^EJ@{m#wuN#!EuhoBlTsrp^om3iZXnVf4JFh%A@I_Dfq{Cu=M!exGupk=nN+1b= zqA%(pSYuZuK`Z0npPnwFU8f&aYWF0RyIL9Gc3dc3i9x7U3~ zv9rd}^RRF^<@Ee+i_6uXMlQHdvjTtTOCOC)F6%=N4{EN-m3!jSm|!Eg|7M0XV>xl{ zp<8ixus?BsvSMFo0U#l~N1>MmiLdoACi(MbCY<;C=J+fyXJr+yFe}M+Dk9q~)Jk2l0pPX8R$I5`7R!`t$T60l zLh2Z1xLfXgB?y|8W|4LR=sBtoJ`ZZOHc@a%!aNoS*KuZKvu3Ql!jhAbp5iz&~*lMP76)PGZb3y~;ZiyCgj zfK0@jXH&~Wq`gO6>5|%>iRPgF`eS6J5fy~GS!hRD>)AaQb(MMs|1LYE#mwXwi%a}0 z!?`Hcq&+}0QedHL6`RU>wCX=IpE87OG zrP|W|(<~Rl@!V#}Zj%rJ?M20r#cpKYR_%Z@AbUB=##ba)i4rD>@xHpcK%fe38Jgvk z=o`w>Y_d9*EJ-Lt~Pn|p(gneKjOvBFAswK#Q3xI zAqv#$FeGhib>(FT#`k7dU2DwUlC(;^7XQ0xeVQrUy=ZqT76;=;F&QJ5R-D#T>c@boH}D9Kb7zC3auuY?Yl z)2j;CQKk!bSr~F@(iIv&Y)JT(WGrXYCDk-c38*7}#Z&sTG*I;6kee3nW`4! zZ@srR>G=0tNZD4q3}x_4zbbK3;Ffy+0(5?3{9Tfz*3_*S%Dne!4%n=o2c|&~fcV`Z zh9s3RO#62(`o^kNQE%~Pen&;B_4s?GP>I30NDGr#;<@=?{tcgUJS|Z)LLfu-3zY^4O|~B`mqO2zQ=_`)fYD@wWa7wEZY= z%)77fl2nZ<9fxq+kAfi9rYNtDAfBZ%+EF*)6uwZdF?p$tF!i@N@Q8|U*x1?ictjb8 zALYTAy>VeEim0fWRq)Pfwg(P_34m|I=SHCVLP4gyn7itsWBL*`vht5!ykjY^$MU5s zALSgIRO*eHZ7*_m!^r*tz}9#!uhK8R2_$9BYP7WF$dslkMZ51xBOmd78FldSk8vj0 zehxlQ?Y%j5X8C3#xh^H`fkKTbdAK5#u1@g*?y`~5fjcmc|2*VLxXXco17x6AT5nXQ zOV`54Z%m)ihUwOU#6ei0Bz@_p3+L3+Wq;m|?uul97LC7wtTOjR-9Os!r98c8c9x>d zb!s0v$~v4Vp4@L``XWtUf93N{l<~JiDpNEQor2^YW3dilos#s3$V&a5TNI~6M)uIp zP`VOdMoqj~O5s=i%0f5HMG=INar*QZs-#b%aR~eYvL=3|Ny?)`O`C%SMg?JGOmZNj z25i`EvLX7usMEAS=7D!b(=D3Du=!^WibfKEYn@P1g4BpqYhI`+Ms|O_Pu~`#m<+i^ z8sUp54eU7_PyU(fs2mvA{c?JKcv_pFmQv?#i2Af}&93EHAq9?6b39CBxK&?SJ5NHf z{qFjHI#R`q1``Z_b%C%-hUCW8>bVm-0n|bLUcRF*7+?Ivd&y}(7T~b0GO=#9`NG6# zu8B+h{c5t&nnPb3SkFZdEXsGs%f)nVP~HA>8A>;%F*41*G3)x<31Z?YI~&PJ+%-pf z`)o}9z5ZCWrRC78OEmwEtg~*iw$vI-3A=QKDX7ot%gk9dNZtxQPTZJ7YPcYGF;dGB_UY<=fDp zxxmz5REgr}<;R}NY0`dyG@ueYAjQp6PGT9PU>i1_?x z7z+tpD)wsHQV3{9DGrQ~)iCM@A&#Gg4@v@4JV+QlI?Lno&Op#K53rYad6T1>P4P-B zSAtlp>~I2qn+G8w;1IY$j+=L$fPF+;6kD&($jzgfdL{^ENr;`vZmIiNTmfRGuZwN@ z72k`erqqfGcbF2)0?2wwO!r8Z)0|OxHfP?k=QJz5{sm&i#GSWYMAZhPDkxp<6@h(S zw5Fd47s3I{lpaZZ1aLTrZO-CFg137!)y^9pgPS)T8pxvQ~Ko>;S0hPkv@6sk!C z`n6kmrNr213!In@G~Gh*Rl~*hX!KJ|8PI_g0{;#pb&V5C3h3BphOd2hnlV4qxgoV@ zb*yw^E(T013D=M(mr2|Cteh=qSKVL-Kkzx0Ci%`&_spsK)k|kNA6Id+&_ap*X{@nV zg(`~GW$_(Rtj$>5ukNi$M$-@iJ@2|`a#(Mrt-=t?KpTQu_3#I&kROQ%xYm?{)mT}| z1knju#>75W0CdF2wSYOCPKQz)rt(!JvllXX2aYJ1V!(Qi<|@j7yr>|^ZCy{!0FT14 za8s>@)(&rNV`3n5@ai;eZC9<@yW`D$XEn zGQL9^sFY8Nu35m!@Ga#z{HDPR zl;8VJHJ1|4aJTr&0$Eso3j?vV+11|}uMO&Ec0B>La&SxaXpL~1%D5X*FkgGbMdvqq zE558>1O1PE=R>m~{3XkJRdks>%m7;g1dWd{e&xgYYuvwq9UXLsLqkLTKXleNMRVVA z_cDcP@wd;_dWoY91oyN4-L|#ED@{Z& zAd*EUXvDpU*MSjRev^?D<{K08?L)7ZlC!}ZrvCr8e0 zxFaC4fdvfe-L<5qst)bVt@XWyNMPUpGafyVMF-5ZvEwZ|h}XvlzqgbK0q=2%EF4Nu z6Bk$)B3BI%^Lbp!MtLtogjvi8#e`c>CqYK0x{m&QND1kGxP5_$#_2fR<;yeg_IE85 zN>91*(o&xEVyfh3a(tr!?|IUu9f4?ye^NakhO2B0~KoZ&Lu<8xv5(d!tpo zMPy?cfJ8T+8z4J?Lhs2VTlbv7_TWw?-4|E*$~n#)m&CIg3YM^1@X=~A-V<2W=OjF; z2W!d?skQNykn)LsP{$&6J`iayBp@z0_?Q4PFOq&U&mzh=808ABG>HzvIH?e8><*Cb z{1rS|xR#^k>v@1`7RVgIw!s0tvZBU62PfY0Lfi1tu7VAwtu#nMf`kZ$76ES3w9GTT z9CT>gY@i7}hi)c!B!wFh5tn8b5ad940G*sPH>;j$8ywXfp&TzdHP5uheV23HKEH)K zv-CNAhWsfRFmEDrON>_4d@#j8=j2wRDa4%mNxx{Ne%D)VL`vkw%)NaN0pVN=B5wfeJJzXHHBn>9v~G`H)5 z8yNiSTF890ey286c*(uDq0rbep8{iXKVAi^YEdo&N|P=!%?W3(8pA&g8)SZfVv;jLX`Cb-DK&j$7H{mdB{$^{lk)0W+W z8O>Jz7Lk5&yR;>sf1M+hTU!!dkb0@H?po83<-9JT3yKq$pn>x2**tM5@J>1-w?n<6 ztUUr?3A;mFqc$!Lk##<@1PaPOQE6#MjR5a#B@JxxBVzL59RUJbmfFu9`Ji#^WOWGPEpeU&Fs3zk6>kKi7$^|5$@ijxoT1%-aTt0z}bSH_oTn{WQO%*XF;GYxcr z1y9hQ4D}>bed@;Gd=Vu#J1t9Uy&7{u2#|N5{(BG&Qa&a8U(%)zBG&pSPG0z#4T0`%XO2M47b;_c!SWysL#~;(yv} z76yj2J#b)h1Wva9E~{Z;X5dHz7W=2JMr*?khZEU%Mg7+CIAp5hwuRx>s7(CUKXo;| zV<4S4uY&bx;+P{$B%Ta!AG}Ki)pADehegD%^ETxj?{yv(k)ldUE`5?xvB8d0u}S+{ zS&N4xl~K`d({yG&xnrc`a;zOPVD0DOxAIQ@fdb5M`x2sAzg$uCb%k9J`-Fk%0hBs( zqp?;*ERhEavTa;up$y<7$b_(0Rp9-D{)4kJ`yAqsNnCV8!G#0dvX}~zFxYEQY5u!&9X6{&*30in^)coFbwjC){7=w%qIEn4(NZK$YP#r@;p@|F&g zv-Ya1x=YxXN|TOe?355Vk(Ww+g^_Y4O0!Y0yh~n@a|0Cl+*kucYyRYES5SSja?84y z)Z{pJY0P6X`2;7BbAj^EV#+X0sLXUSIZ-j_3MbI3ujSAEiMmkBH%hY%0AZtDXw6(J z0pdHEzP$cW3>gZe{uJE+(m6y3ZV+iz^#(@pVVWh6^vX(;;hJRucB0TcreUUELc~Lw zu$LA7>;^JJ3I{lXg&+)=I#UWrJIk0?`IlBy%M|dljWKDJXe==d%ppKTVj8g3WsQ)5 z`KnjU4(#z6&sMZ9v!O{K0E`9uT&#Mcc*XEK^TFRCu+u>{7HA9@S#{`MtJF2)jY&zG zFYgCa{jM`Lwdxz1FXzu!Eq{Mb?%(4yU;YU$*K7QRa+r5m{wnL|z|xxqe#(0Q@?xj~*~;yt`kmFQ)lex1=AUX=_?>U~-<@uq+xobaUz1 zeDluv-&gjHIDcH9(k^7NtskS=F-UiukB@xd(0a$X@B9?lJlaiv2boBY)TBDQsoSos z)|Bfycc!{+@!F4>xfi<~x!Jy#ofVeEW$;=37s%wZ1H8AL9hAiVgZ_WeW9DQ_Y~pF^ zZu?$zmQ*62!DsoufbDzJ*+PlD`};JRE6AaQJ=WD zOsL5I1!Ks4TER_Yg6DMm-)O>AOXAVbze81!eoJxEh2r|kc=Ht%;N`Ff3Ia+-;zvgW z69-|(FEkQAkuX_4P@jDyBo?t392vu3NkI812GmDh^A?QrB1t%RK`}@qx#&U>eaAuh z;=N=p#25z07!9s(77Y3Wi9ma}hQt1`+>GYAo-<(@$Ud$n`(&P8uuv%MTMxibC1JK= z3^M$l(OSN8-h6`^JRFWXumGd1P2pZ#t})Et=Z}b($_&`Ef*?As!SGyPxY)%R^bNVf zg&+^*vx} zcAW&3>^kEe3_Mz*pja=qdh_MA309Yn4E3H1W8VTl+2->E8ooCHBKpU|xOPF&Uafek zewFW%z`Y_arm-j)Up$s;Lx1=aUBCw|?n-0*vrf6T5-|QVqSHNV^qk@QBrQ@h&4($z zB&>S%$dLbeVt)>N0eHT5H2i|OouI2EPhJp(P%9n=C>E(@TtHB*Yc#@wJU-@o=n4<;QHprWW6k^=C$Fm`YZ;b_B~x z_v`hYs?-&2fS32t$;nCU#oOD+_wj&HPrL5G9)MhW zAh^!HFdbQldRS&M`wB6h_N`d_4tUGx>*Vts6A^rF2i|8(5G=Fnx8ghWVAPRWr(REY z^XNMq0|MmpqIiM@j6<;jUoGG2U1qv(#pk2O-}QbpHs30MyEE|?@Ak_Ef_iSqYX$`9@f~=eb5+l z*r;p=W7vpW4SAzJv9Y`WL}#L9H{JzAszrps_sWsCrEaBj(}(+|6yssa`^T{7&DhhI z(=czHwuJN7)W?H8>nm(@%Vhu=wzF_XC-&7DDDnO3G#HW`M z4^^$?8+A*tza?G~nV;92fB4a!l>GwZ(993I{UGho&OF12djWOhPl=^uO*k5weFt&7 z*wazM*9*Sfy{=S!F%h@234b_k)AKy0r*YpWvv%BxEcIKCP3>5$VFkP^r7Q zqJs(MAS}5gq+JtK+C)~ZR6Y%We6WLGSLQoMK?7L?pXY+n1y50{Ofa8(M$ zrBc?Nq6l@w5aDNs{FQHDt74_vN2+XPO+lTeUN;Fb>w);b){nPBv_Pr}FOw5i$|hYZ!@G8rQGnp* z@@*G>;YBwy-V-&87kz%0$=^do9-P z8li%%n2R00TUhtVw#17locN|>S8U5hH>n?APN7@S?(K;&sPC_QC*ul|`CD3>yX-4X z7&5Nd*2RTeE~Nt?-&VN4%eFYN2krdtSUnpddQ8F}>_V#76oyE(NLOv_Y@$rIimBD5 zj_TF+y=0?d9~cFb>76@Y>swB<%AqlyODgfPs`cMey~^@v#jEHA$F9Hn8`Oabv`1|1 zny>tZq^pq|3R%EgkxZ%TK-rg-U{F%|+aOM3E?g}jd75R#(jOmEIq^{28?4~Ja zY3sb9Q#15l)+6{VI8c?uE2n9U{t@Ux4g8N< zyQO&#XUyuU7}ww_vpc@x^dp>h!H(v~@8|LscclwYNtgq&ryn|CpA@}}QF`u39#)~h z5Gehmz2uz$Kb^Y7pMLF+{}f-q8*eJYQ(QuD6t{HPZ(}A!^^Rs+w4@Y2X!!!Mvhgs1NZH&CF zK7TrS`q{Y`?;=Nkyp#&D4P>fmI#BAd-~_$#3$-T@{Xit+KmD4F2LSIYsHXo}kDPdXK~ zx)GjD0_RX95_kF_Gi_wG^QG=(+fg~yfng?VJy$}MsYhlu z#scZ}0nco+n|^*c5k&R&ZG?Jce{W9+w%|TgLSl_6@%p6 zI#$DSM?khP-^4cY1o}eP(L& zIp|Zx^~7hjJOlUlf;__Y4sq{%KbRw`-WXrR0wcylj0<7xzbmh7i)HGM5lwRE0}{t| zsLf}vw`h|aGP32%vU0W^|2SB7f{c45vTj!GQvx)aun2*n6dus8Ysbhv7R#~4^;$xB zS8LBSxC+DMXmZ%sM;6Z@g`BSN{3MTcb8M*QF6(9wsKoN?*tWnLF9CE8K;X4=3s(1U z_e1jAip`o$Rc{a~;wxpf1pYFz)j90H0M$F(e#pbT{f-7L+`tfy%Vx+xPax&fMjoVq zGy{;D_NlDcT$=x)gwb517XNAOZL`1VL0V%XFt8Ch^%U@krZ7iG`u&87k~yXfXRsf83ft)_~7r~?zXb%xwHjm^t2}3 zShgd2jzlG@Bx|=A5I7?HUr5>pr{tG2o%So3Okhy0i+wE5hx^2$R$0@n)|0q-)+J-JMo)=u zI56RTn54}|&Y+?^gPkcMmWfOoq1Q^3(!MTH@WL16(;rj9vr=JR8<@S8)~k4tNWJKJ zQm)3MAlOUYxa*P@QIu}~y0HFQSGN(Zd^s3Ul%Hc^6CE|ONfpqO7M0kK21WqWMjI6`(m*w>Xp6h{w z=>MT$oLv7Gee}O0+#KxxO?EG8NXO30pmZH;HVo|YpxJslc=2@f*T4nExhL>|ibQWp zGju?-_p^Lvol=Hp-Y|F=3uSD$rj(zSzgm%62E%xM^J+`|?tv>#)2}^Y+@M7!19PMt z6`yL@i>rfiA}TccKEF4akP?7QAq+QA4znT!LP1Gnah_oHw1)$>o`>s;$ZGy+KsN{YS! zimm>CPK@1ZRtNZoGLnL98HLW!r`qLhJct;O{&*8EDL)C}F^@PYd8+9w=;^1w$AOOJynu67!_;QIhUX^MWrq!) z+X(&YQ`YKe7^G0T>2v^)F*4F_DTR(s({XNENtGy$t3cZ=4`@p5Biz#L2su#grQi6f zYhGSge_b=&-m*&XM%QUqyJ&CnGtW;_-$}wJFS`T_F=zdO5$ABIE;85^3W#0 z&STwDo71cw@1}~*i+Kl>Z`Ded>v?2{duYp83Z0;KVKulWW5-lEv8bhhi;h(3uYl6y zJk&`+ghOY8CxG~Uz{7@TC3~lMI$Zj#^MikRlXH39_W1aT2Ytt;bzjBq&yKgAEb&Ag z2*%;jjw z?rFwY;e5w?7xl+BQ&Ky=0%kq-FpS{?)wnGDWZamm%m6M6c4xqWzXW*D9RthD(%M4g z%gOkvUg}(}Bj5dF{;vPaTB+|mXD5JPw+?HN?0Ins1+~+jP|@VYj0b?ijT_U`(@ZE) zXkTwn`DN2J(Z1PSnoU-du|&O*-Bssan$Ck;SgW_(vNhMKUe25~IoS>fueR7hO+P3L z`SVIQ0mmRskKXGu12mg76Os{d)w%=TqpL4qP8hWBcU2~>OnW?@pEiqdAfZ&FVX8wPC1>48Sg|Gm+W7SK?c zu!_p$8NfLQ22%EiIInzdG`bL98x4W!C}v^7YUsx!;Woi|@*SHE3|Q7^`~J;kRw%|} zGSQ`l=r8@l!zZ`@P>kF=Z*uj zX(W@KxIUuz6t72nelFwIziW;1vJMI#m(F^)aM7EF+c$#(vre^sp7Vb=m)qt$@~Y+9 z-nY944mVz2F(I141{qkPuHuo-KLg-$m>-il0 zN_PX}z;eFgj~dM$GHy|$WX~rZmkV(SUc@wHuR^!)ultswKS_eVlL$#Ui1DXE&tjb0N!*(lB)gNa z(Q`uVDG&VxSuIq!Ci396=?=0ejZ!S2Dtg2`1VDhq-6dn28)QyNJ@l0{(A!cuQ_+>w zy39(OB>vPZ`SZfv<4Y}bHm+mt+fS(_b9QV?pp^Yh#OQrQBUndtUm8dCQ{q-!(^eNL zN4}J2HqTa0`ZDMoBt|7rSH8lkak%rvs3Ty8&+ngpV>F9!vxejf9XmTl=!09jl{1-a z8Sp(%?GG|+1Yzx_RMP>o#mGLTx5?-^Z^OdCy1G7&Hnk|M$7sQ!r_idcg=84j`qaOv zlKaOwErSRGIyAT1j*fatz3VAIzbmgQyShidoIYRHn|uX#)Kpu1+py*k)5Q zzI@xusXiU8HF%WWP6)rSof^d>E<7bL$${2R6vy{_z0IO%k>NVsvt*Al-|2-(0@qK+ zO-O4r(Npl0xzb+(fdO6Gg40X3B4|6X_)VinkzDDt?m@JW+=-iQY;__9c)HD6I1M2` zO&zK=t=X*{2^G;qKJK8)rx6>S3+WuiFz{i1E?tUi4F#@= z^nPTwW@>mjy!vV*+yijcH5c_VE~h=~@L2-5QW~)FVr+X($<-1^1~O3Oj{!NgIXajZsmmO4#YOMExjZ!zvl(SK6H8qK9ro5T zJ|DoJ|9Ggj^JL-iVd=%RM4XG#%l=7f9DlyH@criSZ*7cUp+Q#0c$I&L(CY4QP!L@3 z6@s6=YDacEA~SKpX59Wa@Bqz2TH*0PY$yj5L2`(0-VY|ssX(`@e{R;`Csj`5XICFPHvspTV}C zh>Xtf^>PE(DvLh^J@l}~7^Vy2uyR^%k7TU>vc400Ftz*m$=dF=aV&p0F2JdmEiEdNX4A5wu;N<4>{%ekDP+DbFrqdqJBAPnzFH9ly=vfCJa)*n$(0;UY3xm zVW1~G#CqO^r=oOC9Oaq@y=)oHg}K*>-4z0Hon`r!i`Q8%2`y6S-Sg4@N>fwvuMd`& znzWAgM}B%LhaIRTD-)h3`4Vg`BSZA;wk5iHfk^_le`XIin~jRl@e9QiO@uS#rtwvk zr+HSusJZ?|GXb)kjmxCtw-=Lu_@+YwTYFJ7aTP%|Q!w_3Az7rb|09~pjwTUhD; zI%p|P<3Y4wkZ+meKXpctq=5NLsW473`@1R2*MnX#Sh^Yt$ zZxS2pEgEY}bg&^-@r#jt)5_a z$3}ZVC%e{~KYb+Aw6J!^#@H5R=4n;}hwMf>dA6;!)}`JjGiYLffdgUh4LTd;gP9)> zI)>=Dh9g6+`q`-J&Hlqgwn14=}xG6qv88%}r+IXCfj zIkl7{5^zT&cbdnE0vHg&7N*ieC5tJ_i~sW+`j zig2L*&H9#(y*8GrD`|dMKkM>9jRH#oXz`fGbc}Hux02>-)K9XKrNE)`63WZ~eGL*7 zv6+ z6MC>l(XCn7`gr(-{}FLcSJ+@24JDv01ck>&pOg)OJoEq^5C zgG%cCzUoVUIzEX%HS+%$KSq4vuyd1qA4%v;`-n-d<(YX(ShGrJ`o%Yy4J*j|O04%A z#k-c7-p5QQ>AAwZLT(Y;9#QKZbkZDhFBYEUUO(|C8=L0%LLj)(QmjxfzXgJ zyHVFPInKC2q*^1*|C761g1av^T(nfc!^g#`oxrO(_iu129qnuhOcF{l+H9$OM91Zr_*PVJ`M5De; zPU_!W-m=L*5`6So{@oU_fCc+63sRF}_!kX$Z&FO6tE@mtyR7UBc^V7y{#MZ z^P`ZIwo`d2@NJJXnY($@dFMk1E(V&Hw>z;UXPcDtvBvk`=n^W%Q0fAyJzLubr^Oow zcfrwrMUp@LiwCy`(quT;=ZT9$C%GIg@ioki@96k8595SQJvXr0UoG%#(ub@tc3Lxy zF4VpSDKh+gZirnJ@!-d*VHd`2>M`e6%E5#Ifh zGkn}bll=cF!kjE@|9fvu;Jtu2Nx!m;abVKvjCcj& z>)c;roI|;0t`SNu<8{C6=00M5xwgJ(_@;sr;y!_3(Z%CXgJgd_em-gZxJMBl2!=^3 zA2>)yf|H+GD4cAZIKZK$)>|AGE81My4vIMb>Z~-IGT4qy9d%L5DyNhjC?~227|XNu zUnVt2t~TTPQzDH#fO7~JA30L#AATwb0$}^u=+4l9MD3)>H)|*9*Gc+WJOg z)>=UJ(wI?<*vD8V6EzxBgDH)C_l=0ikb8Uw)tk+r;wCU9KbHwNfHPYz7ciDy`Q|!I zSQ(aQ{=c69Q+m zMJBMMNgGZL>gLVumvCQBE<9iJA9wwsh{tL2eWWs&(B_Nz5#IybVIboMFi@rY=pVdq z_mZEyQQSP9M3x%$88<5{#P~+0aa5IC)9K$B+uQKpXrx6B>P)w_ouWD9dyW1qp5*UY zJIshT>mNb4T-6mT=6eJn1FW;iMPQ%7t}(#;%Ul8 zd=u|M7lThce$jV43c^GIil!LDvs1Di0@@EXm64_^`%W^R#+ZJrPG1pkcV{!9f2@}+#elGwMLXw~xAJmb)cMI5MUV}HDi;VIvUraN6sVt_0-f#|iaX2`>j z5@3sQQb0@elj^s-07jfxr}`zqG?Q@Z2}Aebe*YFwsk4H}EjB z_$xA$mc8}1)+ zP`iDzWpHa=KEJ;u&kP+-yN;QI02de8qr>F2_2VaYwe!@)6L?LDRD`Z`)$0j=w|FLT z{^Kjca|-v^cOw)B??J`InIwxQGQqc-Kf6X@hZD;d-MjLCUsX40cOyJDE8QetFa84F ziBS#_b*Udfb3eyq?pOa1Go@y6$188yE@^!7)rQ+XQq|&8yMC;Vtp6o@75`FL2X+nK?jeUp>FE#X;&TV+ z;zRI|qQRg&Qe=l|G&7g8ths?6v;LIsgm1pe9gCCwZ%K=~jwXib*2&w}?JPhUG-tO-l z3?yOPBZr`WoE4O}xqhUknK@uS2JgPC>E>hRgT*^4JE{}`Afd_}a!SjKheg}OlW}3@ z@d(4HghiKuziSae1I&Ymv~Oor!)^H5_y3*IjYe+VFC?`D$BJVBvKv_9&$t+<6QK)| z{W;Cj30IQ9-SAId+^f*HeuHnVS=!qCX;xVc55$#Okz7yrW(>IX)n54(s_G4Pgq7{) z(%~r&YqMu}4-v>q=d3{rs4NIMujEHttG84xvnff1XPNq$bfU+Xa&6?%_|JNVwRR2D z0dL6H@1us#SQa6pFIB$LV(?XX_on*m-WRg1n8sg|&`blR>%%GXAQH zi=s;eC`sRpF7jNo)stVw<(0?i4w$85YXQ-KEtg9XR3x~P9EisyW#k{tNAoN{HchAs zw(%XXyuNWiSy#HobtVG&CZE*+I{~+@zu!|8+0((jpb2eDeKOCGcV=#wi)IX9KFv#77&4TpQKAH^=!CN87k|m=vLcX4j^Pw_nZ?+J7@IH`X z7(>REue!spQ04zH=;UkJO6HErJ$bAj8HnoQzHXMEPeg_&WXJ=JDGLv}JBE?>^FkFV z*YB3j)(St+Qk1h_5avmq1xluS_<9G|l|I!0EzZ%@rLz(~?-r5O6~gG#SBdT!OB)bH z=DXv>&G~t|se5Njvg*gz*^*IICIpQWLatf#%(&a6(Z^Cy@1w?H=_uI58IM1j)9K6P zx(=i}9zDl*2w~ut-_O>{iqw(zhiL`R#vgD$W86+~=6X9X;k0d4d3>T-V?x~yl<}tE z$1}J=5#N!cn3*g7i*W$`_8%@3iIeC5aG|UmYzec7w7`Y-xUDW1%H|n;iyS9L=p6|z z4(P4lIvAr8w|0X|oqeWmZx}sfogM|S&A#kHr|UQ=#ug`z{YV)adSJg*z@aN8>;#+l zyfD+T4941)0j7TcM`TJMLzHQ&+F!PJIiLZnMTMm{Tm~-WWkKZTuSo8*^Jwm?^RALl zo0R2&4}dt?Vdt+h7l-@9MMOBC7OTQvDg!L0#26`rHc-&a(9uYVE%g@y(@fkE4r~EJ z6dj&=k2A@gbVO#wh!|#~h(a&YAVl<$1?1rSjFw3BjHNt#qk13lgWW8rHNVOguOmt}#dSSLYpQEz~<28oRypp6KjuLhMkAMe>H z0iHD&rKVW$rR3Z4(?DVUn~0P(kBE4j^3MbYv8!U0g^_qs6gD4BLp~4x#t1uOIiJeXiekfxi3p!836`Fe1Va)>!KLRmarKiV$~a529`4Y@+tK zrNp3<4{hnnXkNPD`~^lh{b2+8h64in`&ytT2_s#Znp-u|fJNlj=NL=?szWt0LsU{B z`h>l7{w>Ikp4EW_GAL&>rJM1n@swNZE8z)(@EI<{c+P-@OhP8paZ1T;_Wcm{CWLw8g3aq1 zjUL}1fXs=Dnf2@`-sRkr%E$|*Mm>?e5*b;QIDb4a4xZf&+ zW3__T?@j5qo-7wj-KAA1pa^XC=S#AxbRi-&?XO|9x&@!)I61sg=08-k)v6;?kRe%- z0mxnT0U4758O$0lqY0}u&rTI&)6+-&>5_It+f0IqxpB<~Za1$GzSpmq0GS`rY; zxgD zk(zY!8<${1Vp#i)!@v9_`Eu5}BJ-C!Hbla_wXm#;eAALT zy@TN2FD@uoW`_8(1xwE{Y~C4Hv~P=dzC+>Xp?$1&t0!VdfoYMEeg#*<%D4Wmjqf_M z3V!D!e#AB_Nj&K$(yNchd?NpxJSNh(^zyi0zQ5cNY3$b9po43I^RT7uYzn~C>`Csz zdgtoZW~}?a=DYtr-hFlUenqjsS$Vkr1FALtpC}dzm~*{f*r7TGF&oLR1T4^qU*XN) z8^ndy>llSn)Z$f-x38oMFrHuIc)zHkO)w=Xmak7!`5btRneEw_9QM6Po3DG`QU8#@S60nU>t@R1wb&CBg0C> zs8-UzR;vi7;k?u|oXkhfF46e)?GjiRBeza>pC8j6lmf}nNCa6tT}8+B6Xzu9au8)M zJk@r7!g1bN8VL~TlNIgeO*m?X(c;mZ;XYPy# z9}Z0=wkp7lcz(nC5ztNk6E19+%%oK`0BXM=ZirK!tFPyV#C2G*I|Z1V#hej+B(tQHAxi-MWnF zq6}x0X@m%!JdMF(am;gKxx!bY|K6y-5j&&Ui$KjsvJ!(0KtNZ-1EpDAS>O_+q5?Oe z&(hVVC>C=!o&h-B5GAL)Hjjpx3+1Z^Z$Ui-u3`OQB47-!QQ#~`4Dq8Wb}QO_)A-Pj zU2qx1jh1^eAV#!1-&`-Ly7B8ypd*baNM!{Q(TAtSRpb$olyytRwD4n)+#G>*L7Jf3>evxl$HRWnix(W z0W65{FftUzfJBr|L=xx+X0Hc96?6iJ7huWv`vB7)bL(Yt?`q#2DLDhy9#5#D(=bP| zfU+3Baqn*FEtpkx8+G(d%-4DK1^d&#YQ@kSSWL)VF|T~O0HRboh$p9=Lu%D{w8wHX zfm>*2&1k!`u(PghT?d@gY|vjZz_z}X)zc(IQSmR^Y;run)_+{0XVb^c`J?;aJM3EI zQ_8si)czqWXg8wfOr#WuUN_9AbfABiqiqEsX5LY^Z^uMxY9;9W6}9S0`ZNSK*J>j$ zl?9s3;Mr4vpY>Y9isJJ*Yl#nOT1M>TZHqFL;E&er&yyFMnHM4CwMG!ITVpCf6gtgb z9wQ(#qABAu_Ay&#C`Te~+Rahr%Igu<-!ECbB~4Y*gknd|OnSRPWSr+wbyrMhYlb?x zJFu*VSMdk~rJ=%1k%D}q+NG!<>4Bzx!tZ}`KgkT(S>?j{Hv~)?&|hZD8zYmnNWm>eqiMt?_7BEj39+z#$E^Y~O%|AvhB?TR6u3B-aRsZ5VHXfpI_TN!jKM-1t zuWz!uloi@kd>huXA3vVSr)F49Mf+2%0t6khtM41Zu7_rNre3$; z$Z#3n7aY~i#S0k@WO_{t?jqZ9Q14^{j2A5{ZmVfoK2I;pW9^L5MnDmOr( z1zV9Cq%6gMm;qC$qs60ujBt62hk#$(RM&S2^C)v@NQ7ys4l=vj;)&RM-G7pyQO8ORx{qM=TUo&)tOWvPOed!=ZE9#&J3S zJb-Jn>9TkUaI;rfSkAHZXAGM_Ca#}8R;A_QNu+)`$sKSaL`>N(^5o@B&!*L*Nw)Zn z`mA;56Nh>BhNlvjLAH&V5kt9E<+}x!NTF>%g_E+l<;gR^c3~Z^_YNzYOz=(dQByTs zR3q}9;Ob$s3>>rwdJ)oIQDNnZf=Odq=v%rQR>oHWjPHu8KW!9M9xEK9sp7N*s{>Nw zSRX$Qu$zwve1l!g% zH%yTT2trt$2wy;U5!hsv*Pib9f{xuPYr{LAcw@cGNg5Kck1?OYNON+Iw91*V4nx>b z{e9GH62W}k=J95U2OH4s(Fw z_B_juxd>j%ExFytbFwb-PxpVHDfLno3dqFi5Bb$^eyd#e;dRpOj+A|JU%5C$XNAQ7 z@4>;&YA;b?a(Iack3tn3`Be^|Fn0UB_TR^qHM=LBnMvO+@7dAO;+fHEm3LD%mO-00 za8l*^H~hnr)>;20digco=nQf;HyxV&=ChwfpY^Td)o6cfJH>%Lb26eaK~nvxZk7r1 zQaoR*F+sIdAFD<3?33bM^xx-tkUI-5k?+7Snqse5lKW5i-6D1 zA0W5Ac6k3&4Zt}$Ia5$cK)-=Q>r@;0TS+0kILw=2B z4P11hz!smDm{J;A5Ktfpr6>qyi&G+Y%v?L(a=ILqN6`X<=!)r@kO(c#03&`4fML-E zi9-3RZ_y+fp#`nyX~}^2>5WcR2Qz>0st`P`o_jQ3zPh?gYf@Q{V07Y%*TM?~Z90y_ zES4&m=dYtKk%B#w!W+f8LqOb|+`{>{{<}js>Gnq6P}eo-sev+68%E_O{;<4$U55ha@cLAL(;R=wgFvE1#;v~AWV z)m%isL~{qA_-61D{<|l=g|U$f_xID%kIy? zEI2Lll1BS_81QPxgY~NOXO?sdT*BG38o9rTl_}icJCV)}i4(rOUd%axkjR8~kkvo?S8(SY>*3<~ z!*cm9904wWpDbO)EzcIBDs3Gq(<;1E zd`w;1KHe+DZOfsmI-n0EiT7Ycb>nk2jcbo46hx4NUV5~4K-UMbMTG`JvyLzN99Zsh zn*wr2x4%uY(5gLZ@}09{EQ;}L$tPOpg>^OL%Bt%%69qYz^Qd=QJb3#e>WYR>#W$O_;-TfQDcf-A&xJL>>vRyQtrrws^Jp3iUOhnm~VeMQ-ZzY zW+WU{eQ6uI76T-1cerECFiJacmfwbcPb6P7{`1mn+Wqd%qBVMZm|F+RP^2#<4ShPB zx@cY=$38==<8zUFTHba>P1ZRsf!f-)DIx4l!8MPdOt zlV*S>C#!xuBbF(AIoqxK*EW=MLp&7D3n?Uzr@T&*8D$qghqpWc_C&H6gV}U!vpsjS zgjkrh)qX?v?I#6+`QaFD42bX%PmG91!*cS`TcTaMXlwkujQPCNp ze-x?x(St#vmUZ8CD!3NNZC##_6?MNs&Ct)*=^gAD{%h>0C=bCrlKo>YF=n+|D0w$n zusVswLJZZIvErK;Me2cDiOC zT@9DrOg~ajR5Zk_URwB|N!H910hEzfr#V1_G4T_@n48FW#Zv9hQ|4k#NXF53U*oo+ z8b9xi}oCo!o2`I^N+w1L~~th#2O&$&Ld#?V&sxt<`nMYC5Ig?1gwXU~3FK|5%Zw&2Ghydd@b(25DF&9m4gA%O3Rm26qTGqnHBsl$9fZ*i61jA@ytrO%| ziJWS|(t8c$!6nW;J6o$Pht&Y^fgU|O*Yaxmyj&7dx845qxDn~`#o_6d(H&|GN3n#J zm!gzpAO^Vu=cTNZCS!f^2X@jT;{?W!0A(0cDU*l}4=2Z^REQhXaxSJT!N0$#& zW<(3=OFiwCT{zFvzD4hJBLfpkV=^gv9=M=*s6nhANMJ?U`S6o?53uJ^QFDS$e>goV zOW$8sp&Q6Z)urNFR2Ct{K~7D!!_~qQkDL-E0CSP$iB7h((t{bNh`@#R3cPl>cO~o| z@r$$;x=$<$V0_(#slt!^iqf=0v%qSs%CO_=W9ZN+Z$O>rL%0sSTY#3Sj}y5j@;D?v zZ9L-acJ>DBz=(~frco|&lfi{{M!(-ujTXzZ7>4&xZdwCkm`)tTM=Lf`d`Q?e$(Yk` z087896uWCqK;7~Lt97S>^-iLOXf0hhe_r%aa$pCRRS3=KUiZtoaa-{N`MbRJi8-$1ACH&{4xfJ=3QZ2~0C9C{>w>jSvr6$Avu! zG~nf*@(-*c$d33Ik8~^lv<2_8Eo(9`M*SH-HItD&X?N`j>}&Q&$>lHSqiDAa2FDKItsi(t2lv;2(Mw-^Xzl)?9U=xEDNX-P`o} zTVeUBNu^Ihrd+RBWWtX_6);rL+^gy*GoHp9m||Th%bG~dG`z zF;>e(YOOpmtOa1>?qCStpzbl=Z(zY?$+o~??@xZ5N9JUyImP4ma!)UM4Qs9(2?50$ z&B1krv`o*~>7@wH04|ro$d1k*!M*VnOGNoOw08D_hnP&RM}8x_6$9V6u$>R5y2j{R zQkp$nQuR16>NFPGB}S&{xwQJi+pH?!oX{2Rh9!_X+c^Qcs4y*6c&xRQ zX9Zo?B68Qugfyi|(QeOg;D{$%29eFTw^}eJDAi?CM1)Y-E|nxLE}EwMsRpdxTkuTP zLW1PvQ5iLRu{C>b6lzj8QW&g3JqEZsZfw}M#kd{rtkUuBVc3l90VI)91ov!SYMjON zWL4N&tw#XOoZj1oILc$g30v;%-@$(SzAW{UW*yS;p)A&FXRIA@ZHqi5_kvvECeP9C z12fG$OGfsF32kbDTv(^2sNWPYGX>Bd-}Ng&12y~W&eL2oP%b8+W%P~M7QeyGI`zVh zl!E-2OrnuCHizs=US@@^Nkz-1wetfvv`&Qy77zuX&-~^Nr=Oo6HqVxqTfEJ(8YhtH zO3-N`nWJ!J!_GYYvg4FK$-cI=yZ6sON8JM)^iAiZ<`Kg4+BG?S?AKXWLdCp`zsHMS zxK$HUCTky}LAp)nhoC-7(2T&BjtXl*l$D*0GnBH@5bn&=8j{CB&ppL`%8oL@L5{#W zb@_p9rhj@g8aYU3(2*pMy|zaMhkGBAr=~S8bN-AZ=X{Jh0TwJWmdkL*7kf|8aw4Jg zrbGj;hJ z3otZ@9;MzV2r<6P>F8ge&ax>(mhbGd1#G~w-?L6JAy~v<8YB2NiJdBjR`Cv9&E9R- zrG0KsepU!s0aDB{q^xonnrMELI%bK50qCCi{9bjZTJM|{hTj4hctMI=b1NBbp&Wam zXEVF8KKY}*kxQBzCI+DpraLSjHa90-_B!ce34ZT^SNd34(u?h($iB6rOYWe*Mhh@e z^i8>ZK6_D+)I)iKvb~yJclTexUtww)7#DPoEB$_CV@@9IwPOzLSR$i4ue05HjEl;P ztTxj{GDi3L9Bp9^uujE*66g;723-(>cTG5b!QOB0GPJ+_Gjs>-G2N>~3- zep$=h}n z%E5U`7EiM|>BPD@KgGei-RmzFLjPumE5;b6IDK7@rb1GrqjBb&*)$`R?C|7c@jHEl zzfVTjT6Gg@IQAYX^g7o)Q<)y*kaCepN_R=e!QXokP0@EE`{oi~!^Pm?x%E%b~lE)?ZKr?)zr0RMADPF1vLi=@&<<*Krn-ySx4 z+;E)}HnKKgjYiIB&MIVoy=Cc4wI9t3iDbLKkDD--?V&{vK1_~L#-$cJqUl# zg8O(doA`hy78%n467)M;d4K)0e2>c;yFa4xYKbK0vpv&)qYXa*v1{lYG=Rbi?P5J-A&pO{UPiVkdMOE?y!0zKXlMZLd-0)KE-Kc*ks?QxGt zXI)dQY(qq;pbbjLQ6+|jLBFv*qd2yGGyre!(P2!k5y^}XJ0JPltSU%AU|Pm#o=`MU{?d-?H{7*Fa>-9(QNh&=1)o$85MNbM?$JQ|(?${?0KCTN z4b+B@NQCArY-*v5#kUW#TDq7-n;wptkT1NahhvNc zi+=XY<-!xVxk3$}4P--c@KJ}$G7nrbq#EBy_A0RQa1)dJe+c=XSwuO8aelI5GRtu9 zjy_>_*ir0^UoaVO0K^o=zcJHQF!kr%+WMk6_$2E4&6C~?6I;4V3YWNl3h2wuC$0v* za+X@YPSe!D+bhe}QDpy&YxHufh#>bY&!9i{URVURzc{rT?_(}PYg2Xi<{xn6L$vKJ zYW+j3*4-a;z~O%;cMQuzgNV6EWk%7nbr@|~w@Ep}mgBi<1~^ksEt3*xxGU&v$~EFT z9TQPO=i4B+_?ZS#u_kUUoj`r;j5SQY!}rjbAK4V$P9AacTn`rgu@V(dy#ct?KI30i8v z7j)hWPB2Tc1}uw3__yp0kdvGGY<{PCLN!X9JR|}UTNos*BU@j-CCWG4O7X{v+o-mg z_S$Z|JVOPuiwTo46m){cn6=jK0hLQDRvZJ9RlTz#KkCy@mHiCll~E^X=8daY zo>N{_cDTa_jXnks>xAoU%dv#U4P~}ReX^fxAUTyA3XIgr9+-9pPfGU^SdM%;* z!~5swt$TG<`OMl=LJukjq+mQ`|F4};z&n^6okDhcLx{K2eHSWa)B`asxBuk_heyrb zQ2@G8IzY`jZ-u{2-LPG0vyk)&MP1HR9F^tImKhKEkih>M8<4+^JlICFVh*>-Pn321 z`Q!xqUbvA*?_hb`6Gf&Qmcu5>*!PH4gyO_YKXJ5}H7ck3*|Z$Y2ZcBNmbu_b+8D#(>0K#8PMj!BFV!v7+JS`8J% zN`t1&9~+jECMiB}Gf3GGIRfb-_g4Mg!=~B(6&%cM%N;Azbc*qQ-u<Qub!I zSaqI>CKQ;Qwu>4jml^<&%7sj464`B9uLOk zYSuagcN6NBzpWC3BdUZaJ<75covpc7nEzFN^yZ{FV}_;s&kr<*6wG@_Q9XZJ2<#qJ zy{Njizqn@Haf>u2jPB@I;F|eSzpWCjgW#eZ%{ZbQgG)wez_Uka=owgr$S_rmfcf8( zGE^}-vpw~g*NOq!ltLN-+B+$1R7oHV@9Rm1$z?T$o$)w`=Sm9R@f3bp}0ds*CGzQ#naA0>|J!;LH^Tpec#WGt{ zb%+^t&3-oE(6^}5OAzKUM3Ng&F~Qz_qjn$@=jEINhEb!SN9UuxpY(pCGF?L z49;}VIr#?Bn9#HPn~%SMnhj#72IaPuZEzftL3S*vjKc&-dle4);#`>(Bhn?&E*AI8xT~m zS#Xw zm$pQJ-YDRM*LGAuo>4_V#Rg-MqJi6j{{jk*7vw*Pbjmhwapd5-hqO zDeFA}_)$e;`O+-hx|r(_3NYgsU*k8;2+|F3UDQi6OTz&NYqz+y)pP0noAZz(3M29@ z5^1ZcehAu(uk+8veeSA4cgjW4oUZ-BiG=6;NhOEj0ny+aK({65psnTEE|qH1_4V{f z(-7k8h3L4=hr#FDrR>{x&u$$bJ%PV(^Mk#DSAx^A0uw_7E4p4k)t$Nt%*O}4U2o@y zckkUD8qSHUEkrs+sTM}txIOn4pptFul4?;A6es>n>TjbwmY_McJ#za$F^>Gf<{oe*V9^00;Ab&1}F~*_aa?$*F<=*I4aANeIp) z(HUNMq9Nq8YecFtJVQc=u z=9~52ncms`fJ;IgXa6>AWvr2iGV&1BTQcZuW1NJYGnGi@4g9OBX5Q(sdY5?EP*c%T zW3SudzF71V1}HpBGrjsVT(-2{r6K*Dt4YC59tAOlG8;H?7ZRuawUr^1Zm4= zz!D|EhNm5-RW-9hB3OJNt7}$xNBy??aMoysV7kP@^_B_oD4W8#BVcIa#I~V=bMgrzukko^OIy zbLpUI@Fzc;B#f1le{QAneANgi2L8V24Im4RaeunltSHmXE##Yeg3lg(m>R*G5)a8B zZmCw+x+fMnS@a1xS5`s-Lj3lFD}=|IT-`HUPbzVbI7!?5HPBndg6U5I-+6i&vO=2r`$@)AsS-&pJAM&45rkT$d6sg^WBwq0 ztL-D5?q`LHfsccf)g{%OG|lS}V<*k9Riw3v2vjKS{`y23q}h=Evrbpg7=3lSKtUia%WcMMNRpCssAQz6 z%YAe^OP8(GRb?Fh$%|tm$bc?@CJkhhwd)@8+TDpb=Y)vr-T*}w9BWlp&#sbbwTrXM z@W^UNcFw<6I`Nt-!o4>ZQq*Pa1XNbod@v`S5(y;vaN%fG7qRl2jSYnCXF$G<$2fCQ zAKpNO*VOD6ds1rRnYV3vKP=GX!R#ZtRAkVGc3?!&pSPMRe@@|ivtvx9rhpT)+2!V@C25YD2g9haMNYD5hS(;sd1>oL1fMcG)(&c@;F!AllN^!>KgGo3y|JYEK-USYev99)=7W+Ydu z0AE-O5C7J^k>?&aFkJPEC9QfmvrCiiUtzxv`3217!qY-SIX-mPokVH_oZiD!SLI8j zsupKyBmejgUBcs91eCjdaW|4*U0P=Ej;Qvt6S-yQUsNfvT zOv&P))IhbV|0J9C+^K7v846+7eD<%7$lFppG_&!!s)|8N#iE?_+I-xZ*TTe-(`K~e z5%b)<-@bWVb758?i|2GHIA7l;I~NMVP|tb?Ll5`13dZ#Un8S}`?l}tgtE=j#rM$)6&g;ostRF{+`Z>_x&%oKu_1Me8@}#?m1>zAK6+bp1MkEN$@z3s zexAdPgIo7R5j;%PN0o^*;7SusmSn|WS zMlMtokHKl%yMOQkrJI(_6yIujoYIE8GGdGI+X8|h%o&heYmx-=TzE9c9v??TpvYC4 zu6x-wnoNg2TSCzq=|*e$CM0?k?IA$iOGaQd7Fm@4UWcK1=2e5(sv3o=m}3Ac`ih30H<5~!}Answ?cTG{@)hhT+n!^+dIQ#H|uh3o`B zsJcG5!x*WT8F8MqJ>uMa28IdDLL5_ZK?76?5S&E{at!CBof48+VEHKvXmc;}xi=bT z(&a{nr4ZI`U1DW@V)>cYv71N0ZSLQ}ei&kz{b2kaL}Kg>_f*b4x@+N>7WV`vd+6fy zKdgB+w*L|nbFeV|HyRvs;#+rj)2*LZ0AGm}j>Px#Bu_3Ozl+UvRs;4DY{5&nSp^J~b7L1x;OgsQ9u@vm$h5YbTGEexuJ{|Dtvn>LoP^gh&O1a-7 z*8Y0CtE3Nh*%!`$OeRpl?U)^aJd1|=m->1C>dAj|ccXrW;zA;EkQf#vw|5VI?Wqz8 zO6bJJDLjrgsuRGlfu+zd>^fvKO)7b%7aa+iakwM4tr<@t7TFM~*!uYctBQ6nk!nvg zR+2orB?m66$Ag6fZo`|HSBro`B2_TwD`^=Z3hgwE--!F(-C zgkSV#NYYti;H|V}m%!n>p%rLfF9Ax;#6$h->?x}60CRkC;LgSMYa`WN6u8V~YhMSC zF1>%%Z&hE`cZ|@^)9TB+YI`_$SW>6w=GCTP`m^dv0t6sQZd_0tXB>zqX#xtD7=i`Z z2m}(as&Cm5;z^YGeG|Qjox7#9y6>sj0fZR>CkIb>i3Te1VI0{Z=e&6hKU1u3a|El1 zndnbs(2AOSgffDrb+Z>Z-1$^ULKl)wE9cQ)&o$R!+34%7$98AxV@K&ANu|TOjZ*5Z zR=@F#b`_v0-yaTy$6L@A>b~|vr(ug#_i4n(UrYALSM24^iZyVTxg}T$4pP@WN^fpY zSpDTr&spOFVKa*9k+d#OB3+g7W;nXzLEoUv&ZPIQbHm4v_T$;zsX^Hpb#OUK8rIdKI=z zhqpkRMcmK=Lmu_#x7H;85n+ckb&p&R z5d;OZ@lO7Z$J$i~WmbiB6VxB9Ey1UaDl1^lh%^@3p2(pf1{4e)(yoO5aftDU&jQD- zEemI&#pK$7R1@?oo^LQ9r`_*8(=lFbE^!%ZDT}bAro>&cx*YLjOTIvdpdNy$o!Ytf z9>dbN#Rzh9OR*|?;Gt-V1MpEP4TdbNd?O&+YpEcKxb00=I;{(brU>kepm>w`C z3C)zXQksPnbMzPF9e)0l5B8(nBb4%5S`S=aI z>*8daChAbc6sMbJ%LwscXEu%c2W;TB$OO9makGjwXgV<=u^nrfRgj ziu%j|U8?CY_M^Mg*%9sC_8WMKO)9`Jk3$_h_u@u(e@srP*^Xz`$l8Sc1biBP9Eo4u z6D&kxKLOLR z|L7)lnL#pT1b^(q&3t2;2KtYS-FfbdPb-o(_L(6Fb*Y54*yTXx)o_7<4yseRvTDtP zPh3#7=DsmE7Vmd=`UDd{xn34_qvWp?B&JFQuxZ#)bMd&QF;XH#6GchQ#u^u|HySd+ z`NEK|6w=|@C^zX|h3(b6^EjUO+opD_KuI_d((RizREy*u3dGEj1zQc3c`7@8L}!*` zs@_5KrgJ9Q@EXWi>M+TL1le!UwzS(fz*~;}~mX%0RemN!-;mUHD5@6(ns0Kq} z{oJ*mTBY)k*5h?M7gN+=;U6)ehy2j!9m?s(q4VCR`Ro~49d@tW92@<5uI|Sj^)`*Y zBl-NP1qGav4<8V95}2@Dy~bgplf7OFR5@voK+1nwAC}EPkn^c@;|riYIl!Hwgt`OD zHe%a9hwTq?%%^~B*0V6gm;u=UWt4Hjqn4J$heo*>@-cJt1cLF*;IjCI+SnD}5$5Mu z!zk+)=JH05s4H!eC)gbC42TR^fBvi?5mo+T@riri-+Fi3ySmY$7l0Y4hgkutV$ECk zbbEeT5}69>t=2DQjtwA6{K`f9aQ%8LVbpJE`qcrIz&u*FDhq{mj4W!m*tKag=ke;( z4PjOBqjLg1B-Zs-59#AY%eakZ&hiK<_&e7JtSa)#!s@KKVE)=j>YU9|9TMIG9c}2u z+(pPW?nkX~_Kt?=@~T9=u{*P!6q!~0h^uKA%CHSeZ>IbDlTBdWCo5?JbSUNUTxIZ- ziY<8(MHug4*YivIUN?cwmPRIz zX_>GF|di@xiX6rmy5QkM0C;Eq36o&j6ubxhU z>Ki^k^QRle=n82QG~y%pSW2MviI{Lz;Dq2Ma?LL?76>$L#`?9|pDVl%=yNcTfKC#E zc8z{dVKVY6VM#Q+I+kNMS&n@=DrIH)F_6bFKA%YkkM-JGORI_0q~dNW_@011AExu< z)78Sj?egM^8A@_!hi>L*t6*(+s24CgNj;ymt4uH+yFsYF_sN?NeIAC<*$J=Lp6HW@ z#eX|Fi00QeMdA9p-~Z6da{Z^5MF(a2-?lhS`whotu+7&DTl<_ujadb7&2)EbnqeSRq$9Z%ryI> z4CDuP{0Dy8PYt?ly`X*>$^6z^HR~89>7ZYFg_JOmPik%Mhcyw6=Nb83Z9c81^KuSd zug{Od<8y3MSbvOSEvN5*iUgX9Z{zwELp^XmRL<%~pg1XDbf(=RDy+{AYhUI9t4JTO zrslFJu%MH`j*^~C|IH9yd$6j7{XvgJAxp!Uiyf8BY%&6X>V;7}3ALqidC><@-cMZ$ ziu%s|kil2}dITMzN5Fhg+O904Mh=p=Wh=%`IKXA34r<~Q9r~mNu2)ha>1tk69Py^J z3H=$`jwcgk`m>_GfntNqdVj}#?mpBl6GhqZE6LW}ttdwgy}AgrRg{rW)~77)bl-}jg8SO6@r2&JiFOVqYWA4tx@E!B z*G$Gq3sZ&TcBQS4QQ9{UJR1pwakh?4Z_358M z^7#kziGi*M*eBoR28%a=pAeNkTqKvjXtrSM$UfJ8S*xzv^b;sByCh_NzcHAGk184x zYaBTUm_C}be=jYbE=hE6f~R_5Ag6BUHoeS&oW?B6C5*^<+O~|!x(ze1I0}>QZazli zjcT;?oK6TOasG>>C|~i)gP7B;r`O#_Rr5EYX-sxhkqfMV%rg^^GdJGoH8vzf{c9A0znU7LDe^$ z)YHv`zE)XXfwdS2R8-s{KVWCEEK*71%T|O7hK%h?bnq=8=UhGII^<&xeJ$sZQOZFx zn)Nl8j+d)OUg9P1k2uZwF~Yuj{hM#=RvEf0fcsc;G1VX;afU_?F^86ur|Cvu1mqww z*%s1Q&8>x}uZu&pD6_?7=IuiZpocyR(tYv$YDw zd*%3Hp$pq5{DQr$~HTjHdAG^ESFVM*n zjfiwMH`qKg0tOuNVdQC^{YN<#cJ-(oup3= zhXW;>7qmd}tmm*bxtwQ_>q^LL6KE1_qpgh@lpsd*XE0GrfH2~&%^};Yq>~pFt&mhI z{_VgOF_>e^EDd`lw9RY6Ht7ZtmwD$|jc7-2o{aLRON+)~2|7!hj zkMOCOasO>QgKF@ZuPr5vwvSR(L;ZOo5ptk^vG{HOvZAF7$U_v|ZkB*ot)XcRL;SbgIm*X(SqDykyS5TvvN z-^@}Lg}-TWtf^pu+_q0WAR#ErpPLtV-tAZI*~At!A{@tRi;4uCJbof>9i9nCp7oNE zf=hc~U9#!K+3l)=O|fMx1Mq1C02cS-v?U85oQ{GW;Z>aSRuU*sdwA?qEKeWo#6Q|r z^5VR2OxYMS|Na}^7!fsQ?t_Ui7gfHwS4H1+wPF%xUDsB}dt>j#d28P+%u6F?$^yA> zm(InCO|Mi3DgI)CXc=M}R2+nyiNXkt9YG+r!c{9zV2&pu*=;~<2 zMp3-!Cm4D1rG5$n2JnD!^~c<(Nja7fIt>ht5S*F-F4`Z;L)9v?)??cP%IE@Lcb$+;CqV zF|S3j(ar!g7dWpU%lqab7D8R@a8i5MxG6;z)=<@U2``JvyB#j~Z< zR7ro1)}n|ok=js<%^_~t;ZC|MlwRQUx)LB~YrY`o1B8PT`pQwk{yVG|oQs9+zgoc} zjsG?i&!|6F=@Cvy7FL74)`}(Mizz~Uzo;DYEDByl5}8P1`_ztm2umWF=9-5J?N9uF z+?f+;B0n+|G7Rn(8VIg(x;*eI%Sp$bQ1=IF`vF4x*UwcjI)jk!Dvo$qZUqmsa>p>jK$?5m)wjToGBjd5Gt6cfT^ z?TAxMjCeR1yF%rwo~#PgZ;CQ|VAWv6p*vwqt8j5FE;vQ9wH!)N#cMe8^r3<`lQ||H zOC*@xuxhE8g5@v$RXT`7vtGQSs=}7@Y$GDzV)I(=pMcMnekj9#SM2dVninZbxc`!d zq!39>wlsJvJ${*YNgdH{h+(Fc_hLM>1E2vq>M~xuiYl{rCpf_ejVY4Li99BM@zlQupy(~i83(I)) zs#pLXQO+3Nst6yz$41Q`TW+OZ7{#mI65b1d9U}zcog7&uA80VCiC}HpmlR)YpL;&& zc~T+D)}4=8G|XE&X$LhNGmK!ahlV8S)NR!c9GEeo-+SCRdRd5v=9Lz&NUz9%pTrc= zEdkA)J!1iMJUtdMC3zeby~g9x9FJT+K6X&qc{6M6D4Qt2RiRk%?TiHC;EK7)>k=GU zD|uF9vN*|rI5S>+Aaw$R zD#KI4-)x7Vxn$;5BgspF1%9-oSuJdBS9~LHe!(}F-@GoACYUpP3Qc>bmORQi6>^W+ z4RRshH$nYC^SyYa4EOX{JkijH*~6!Qs6M(NFNIzpbAd%Q<#j;Wi5!JLu1aVVi&N(q4y~}P z2%*@fdd}Q)*C;qP!rU;)$1@C|4dfQH4cVVQKX*-=CxE^ih<|mgb-*Q((4qiHJ|3+ged2Wrt)k0i>T8Gz9cD!%1@2m*S*!JqUu6#T9K6kA8FT!>eY0tp zeVLR7ktTnTQmszrwlHs@3!(MCs7mZHn-JZbR{Kr1>zz-yG3m#48xSlg;jdWxOCK;q z{ZT4px+5Q5>p#S0SDMZj1t9iILxwK*p)3La#+j%-qplT;6vRJY5eu67x!=bjOLO$~AuY2tAyWcd^C zJzs&8Dv1oW|3WymQQdPE)HXV;ivDc}A{EW1*`n^`M6f94xoQxM>1>b2G@@|#znumW z&i-nAaIh)edP7QI1IkF0X+S7(x-LqyOOqAiGJuIy(aqDL%LHkDe^Q9Q?KXD1QU`SZ zkmwWfQp5@^6y-5BGgFidE}kwse$KA>2Jh=)WdabK2K(~3PWP^3RzfUL{;Q2> zhhn*#`P?sY87%y9cvJ4NW9aJWb&YL<84sbenLpH4M-{pawa;ZFo~lWorhkE)+vC$m z-DLYy<&VK#9KhBVCg$Yyd;#C8Ux<*aoY5fzAQXp4=DNX2BTCds*)s^YBC0E-myrY` z0c24Ag_rpitQ6p^WrjY`VLR)Ung%$J#gP5f&RljAF_*i+FrN2Js>9dmjL#pzYfMrwDQHN;C5bYg_bI3^b05Wr9XVZdqtW{XZHOC1fyD-_%u zP?NvT^p_@V^ZO`H6*5L|#teUAGWyE^u5R@wV_2z;7pRKdu9hyb3TG)rvr5f@GHYBO zaxE@4Pp65v@dz+BQlHqn=vh7YxNwaUBc(j6!=DCCvHm-PF3=Ov&0%R0uxaTB8n0LY zU{ z0R}=&y6B`n9E*fe%LejOagA}cqF-xqn(eO&TLxk+S}pj0abfCM^s8DCiafx9ddU;p8b^5bm;YFwgGt*V$wZO}Z^*8g|fm;+E zZm_wE11Ye^6{$n+h!Au)84X{dghg=^FCeteq;Fu@o)gnS?(NK_haej$knU@-PSNnP zVaI=g_PD;Yj&Zr5i;W-I0uGJd_6n~Omc%Rc#-0vZ(#szP_T({pK(q46?ZxMO$?{}y z>~Mx;MxbD(lJJ;kX^GBI!5%8Y`P$C)zGz%Sc>zqY)GeqvvQzSoG`+6i3}n6Bzq~XI zeEcT_WX))5ETipqK@&VSbT5V{?G-zVlU+#|mX$)=n?aruqFR|d>(|P$L8AIZ+ z3b+I0_4Sy3Vrj7!^5p#L`TT@(T!0H82=I%!nLj=K_ix)(19lgF@(d=l(br-5fFz)g z(g8UBS65tF9zKdC2Ao9A|5k%Bp$7U#O7F4n?=f@+u2b<3on1EH?nz{P93+WHL?2X;O7vXAqIDYg z1^LHm=N(VUi0|Bk^?^iyf+FlL8svi-EaZD$E+X{St|#54!cRry`NNU1e@0W(u%j-( zT0P}|YBb^pCESg$JBJo?3a>-U%RLD%o@+uM*M{2==YNh;(R_pz2~At;KLv#dI>zp` z-DoKbIr$-V2K6d`D2CaBWU_fR29fkpjP~xrW?B$kuKAd)SpB>pHZA2oL6c#5E{Cp2bm#6 zaR(qzeC3=#7uiN9d(iA@H+qqqV07pT|Cn~~n@w|*WG+X=x|O1H%L^$_pRkn&PJxNE z3B@R>H6hH+>tI7oOUBXg_$U4K6K$vNs|15PBUx?)WgLjORCdJ09PW1{HKo1~Y5#2t zEDPvCi@4;LKeRIVT+`60S$=#FZ|eHdh7ys|)J1Ro)?Rs;VjH%_SIzR1p^K{^u3r0$ zVLNkIPS)FeJG1pU=$Ax#r*5h?a05s6ik|~IvR+40D`1a%#H$x$oUmi=Bff!@1XsDO zqYzyxZt7A3E;Ex&6zxYaa=hic{2SBtHXhxp9lt~4!RXrVZoLc+h`9>~ zTl8Q)W)bCnFI9mYEGr@|&6@^?pV)IeqcU&X6@OWEWfK;{tmHq=zoOFJcKX3>A-A^7 zwK8ZeLN*|Bxpr8 zQxo4_IWiZ=if~cpi8pc3HtRS8XM@ zfLexD?-EC<9rPZ;w8-}}(3x>2_#wedB<6pI>@I?}e)c*4SbIbkHGnyW7(-GROX>ti zYTdVJl%U|uZc&OxQX*IEMJ-K0SgThl+$)qi_PSbSaq~SvA_nnP8J`7n@^47m_82m% z>MI zEfheCe9aVCSq<-Mh%txkkyhDER7x$l5Dl>2n+SOcs$RU6DlhkbR$vHYDt8llYSza4 zG|4oklnEb@st1lEAFwWr43&MbA#6K(SmswhFC$oY0R8n^pqaPn5;z#~TTE_PDjd9cPDpbA((gZIcQMT0vqP%hcykMhh4gTy}Rc5rKU3`Sj)W#Vv#dSLR zmBfhQB4UBuW)_@@QenKLH$%a?Z35`Y&GJLZ9NWab0Id^$q(!x^x0UIsE9NO$gf^8F zq$R6q2Z~EiGrt;jNEA<_QR`H0Xh*@pBw{d^z{8C}Z zQzkSQ!_&vKKAU+ZcIlMkvBP-KF^MmH)FfmG)SxX)4$7Bt*`xME023~1H;Ya!9L2j)<_tMxtzEUbs9#L1GafT0+L`_>iXrtObibF?I^UmA5JO4W{IIU%4Q{|={h5S+6E z0NLC0_UtJw2hNdxF1Qm~q*?1idE(Mph%eaQt?MFlhZg>JgNUghewDqm>G_h$T<@7k zHyZrB1ePO^>BKfFxr!lLMQu@nEG)R2R_=7>yRhaInaZiK+`roB+2xuwTZU8`#zQ@7 zH%=Ak^tGXQw5Y&|BQiZJE<6o*>D2A=1AknyVb;^L+m!D8qhBpcv$4I*^) zCXS28;Xuq$frrA&X6?9-kjz9=uY@;Ti}97}8TpbrmJtl{4RWyVJAqI&Csz`P1NqX= zfQk%d*yM;%eG%X*a3R+)0olC)$uN^};2ign4f+6m#?CtX+vMM+Ttj8QEe?iz3-6Ki zII*n-LfT<~7ZOS_=N}Rv-bADZ=p!)6oPNhX`ocBUW?}{Sa%YMAzmlqxQb{%DO4T*` zw0~uD&#C+G_KNZiEI#5^<;A}TNLWtawUm#BD zoJ&52W(uZtcL>?AcwT@JbZdII66hKHuLM}h^VMDzm-Oe801fW5>Awn_kQF)@Gsm}e zjvA=GW&iD*2F~akHd0y{qmxMI^ZVHfhLDS`*dRsSH6nuAGO;W9VCE;1`>gJC7eqIb zY06)M3}lPq$Bc9k0No|p5|#$DygA=&ecgPA-lc@&XW=OB-e6pH_n>x3VRiex?U@xQ zfO6{j0Q4Hjv4sozuAC3Pua9?XXzmTL6kt5%kBqAB6pJL5l}xbqEfU;<3y-+u-DK?{ z_57Ce*{ApMYpzO!Hd0Ap*8A6oNyBQMu7CeBB0P1AIlCEXaA{ep(L(z2tC_F?Kb3Gs zw11suVZ@SdQ@i{-!Ma638TsezhKo%K!RSIs24n1#+tWJf;~m=lb8ka;+&a2J{|0z> zeEHC%sZXF)YD)jhJ}w=dOw`i?g9t*tWZl?d=bv}H;;Vp=cE#6^b#~6G>nB$bCsa4} z*Gb4oiyC0AnFY5e7s(N#&QjP>KCQK?y7z)gPkU>3o44MVU0l*cjk~ljh6E?XyT#Bn zv~M!!K+p=;*?H!Z(sh2il6$+AlM?VRdJpRwL8xo7c0xYj`9L#YXA(CC)cl1Q)ugs+ z2ESn@5BU!kp2OdhyCZ9V3S!s$Qu==#j5NvdRPt;rY;+Ff5x*uW0|6UU43R%!WmdJ> zVZ~Hwv{i-6>Xjc+q9bM+D*2cg3ChDJGa^^&X&t)hXy%;qa`sz9v815;k{xcENWeA=tS4cg&=iU!2+uub$%&R7S@%V|G|0s^Deh+ zJ=jdC;Fpyd$&>8AAf?LsBK(W<$8)4WhAjOCoKlI`{Ll0SyuQ~$3Fyw^Hr)!pM$_$m z?sze4bvLpk#oz;@BTxaola4Z=l*G>f)}&Y5?6k=MBQ*O6B>^-^VXnK?d!gc}rR%xu zHTq|;8h6MyiyeWpipPZ0_d8mLk`~2PLu~6oI319gq4)~yL$BFjHWhNWu2?!q{$HJLqjksQ1~(T&orG} z|L81fWE2CHG={?S5N#-MsZ&<$(QSBj@k#|Yeyp@bM{tM;XKeDHh=Q|c&#M;`S>3Vr z_LH)y#wSTwu%=v@cqQ4Odke$x%kjnpG7DPBcJo%J$h9dFPGQ%6Ln`CZ!J|luo?O z90hhrC~^n?D#AzBR^=F6ln!pdnlema3K9pJgij}6t`fQU0DG3Zrl1|AqXk*LnJ^~K zwec+#+lf<92?rab zU0aahSW|J8ynX~OxT;ic!{Nd4&ja0VCeYvM#vrqI=`m*8?g@Dr~2ldiI*R1J=h2);{U0Nm~4#yC)5{vI6x!lXGvvu`_%HXC z(9cIiws<cRD_GY7t4!XmF{U=v-^|h#NIv9SrZ$EHIIL ziSQkPlQ8HO;|l90wvLTrDl;IN{*xl}-4Rs4DB8X(0NW4Vau}`wxWnS>v zXJo;i;Uo^*-qN0HYQn=hlHXw!nUdkXEo( z3LVIsdDPC&b^h!K+98jOh&3|Eb;gJFrKmL{!Pe)? zOo?K&;9&|0D20Pcs%FA8nhLX^AIh~5MH#o%0rhW1muKyzPoohj0-YD8SxjR<9j|Nn zl8#EnM=xCV6@jn$FS|#(RWx+$Rr}B2KwH*dYO#_?{;ki9Nn#Xf~8_+2Ht+g}5muu=Q+l1`C+R$`P3?__sLOc>()8%=y- zkrMaXcJ6^{9($jvW?i25p%H1$uLYOG)I{SH96pZU!Q1ZJslBht19ZtxnG=&=K6gw$ z&hcOhmsIZpD=LEm3o2Kjq3~Zgr2LwE|M|01Zg4=+AUOZ~SEd4fYf%>%(R{ygra|Od ze>~k#j&DKc0XSg(04EHY^~)I7Y7?42}ocNrWt7Hz{GxAt`P{L_fJ(CjWe zAVjHh5c?;AbvzKpDICpKePR=Nrc3gxfwn}zqKzu`glW48Kj(!%4BZ(Mv!RI=!VyJ7 zQ_OdOYDbqiAo;%7z{(h2xzjn)Ksa98MfrduoVg(0t&9&Im269KWvF`dAi{e4m#SWs znRCGG{mD{X-qNtBrvo$v&`w9MN){pm|+%#nN7ybLfsWm(YqWr9AwfqJ3kwfN%| z8>+j~JwvNHZ4_9aJQH-wn&q8gAQlC(eVjrHDyjtW^YCB~)?Zea+J9ETsFtme47zqa zP8tUck~7DyHFJj)*!Pek~4uQ#rHi_BB$zVpR z+0g4o3tXVxa2A4(B+4zoJW8cc!xW$(M*mo)YoDrd<4tncjvaiND-JJP7f^QiNu0Pe z3~rSo6U0lUdE~u#Q>U%D!6twknkG@q{`08wz;!L5rjIT)sM_0$tjzY#Cy8MbTSEQf zv&o|*VJ2I1G5gJpE=^}8ZHvL$jw2!f*073L2?_WElynaN#|)j6g6`~)R141o#BZ3$ z{pZ+BE<}{ldNy@QN$566EnSs|DfQ-9hRP}Q4ZU-}c9Njl6%OwujvLfq!SE8qzMWau zesfGYb-6L>->v%u;wfzA&&w{>^suTfoy(V~>g=ydwHso(Qt9e%#7;%|73E~7XnXne z>Gi+>@Zb+h?x=Bd$#wBL@w2|<_V}hyTl$r1qRK4WfaFX0TQee@tLR_wlu@1y)}k9m z>)l4!Gk)71A0P@_EY*SzKnejW+s(BK0P;1mp|9;PF?hPJEl@e8KXcj15X=05og=s` z?_XSI-wwz#(bS(p!6w4%BKD85R!)FGeqv>9c8;o6uko$xkBGVbb*6DV(`5%AfxQqG z8|}M(*P6@hi15I(mdYjlrRfAV8fMO7Gfp$UBhuw)Jzq z1XGF==l|M1IoST+?URk^e+$5u)a2|l1OZ)lG)K@-_K$D-C)9FFo9nYGC}M-OgLKi_ zxmK^&9kc}Oh>pfo&1gh*5vf_fucvTu;JFN*(Y(U~8{nq<2uaFJ>!*)0g^GmI& z`21Saw^(x5y*ybf(kP%{NSX+%)!P{PD^-z`R%!A=Th-6Q+Y*VEszLF%IttdwFmYvq zLP-)g(I6GEpc-@|sQ1b;Su&$?nvW`JCmxs=uHZVdVKi~G);=(SHk{uG0l!Z(-aCkN zF2(8z`WB)gB?4$paV5Q=ro9fYdN#zOiWRZ1kQycBye`JwF4KS*ORtcHSHjrixUZKh z7>-YtP+M2Nt36)?F4d5GsRZt`ZHr;nZ1?Owk0dUCBU_Z83br&GXSk+RBt@HiGYk)Z zaq-_$4z$Ot!;H+Vc!wr%Z24Gi-T<6*QdEXwe`WwTNK$z>?477#;sZLP#;6J;oqebi zV)*6dE$%P6uzg@!Qk@3{Tsk!s{sbB7V#a`I zE!l>^Q?eva#Vj??mJ@VinLk)3NzQ+4fBH(Kb!BOt(c_dy5DQN#@b$ntn* zJEg_azuWM?0QvF^P((T6bfaM;9QoV2$teB1oFRCW!m=C9qrG97e2^~SKQg`bLpShT zAGZm;q#2*6U?qd7L_Oj@UTJ#~p`dhegBwTwRW;+KAXl`d3{ztCm~3Kdry8OunyMs=pJ*-mOM8+bl6ErZOYhcotk4S z6vh-B44X_f!y??Fan`T-H$8z`JDD2woT;M9J-Nf1sb8L<%tnlXG~o{QG1iSU*a5vC z(?^-_w_{bg3s9~Z_EdDJS@=39SD8m#(t-XNgc2tKNC%0H#g#n~9&%~byg#^Uz5#(z zfGa@FB!7aD3`ol6Z#N(AEzv_v6*r?mNydgl2{c-9s)mhP#!D9490iID4=CSJbiL41 zgU_6AZS@U-=E+NV6{|o}6oNAHZ72ywE-_g<)k15pI1p{?^J;iA&^ImnBHJ1tFwG`~ z6x1!_P%W(ydDICEwe@O~ir4O_CsyQ$|VI8jl z<3$s#X!M_eL~H_ol>Ln#*k38+>;Lccmis?aJWlri3~XDq{*$?xt5=HQ9~YW_EV6Ax zIB)Z?)r8Z^5rDH-rb5ZHN+ZumO+MYbON>Y*AA8*{5+x9O`j;!*@hL8ceb>+yT$!$`>^k%p2tNi=<{iJ6iJ z=+Oq;bJ3-8e9l#LgV$ve=zXNf=4VUu{pi${=rqu!+EbsMQMyobP(qKi)8acdIs@K5Pb7h2_u@8i>yOilNiSmbK`|F;%u4R$REhfcw zqq=J(%puJ6cj;|*VFp)sQdO$Gp`Nr}nv6RDCPRZOa=7cJRA*qLCQ0z%4Fg!KUberVi2rtfyMXz+*;{*QywQK&fl-WjZfu{gaL z&L*r)LsYMk!vPfqU(6T$nZwj_7V^a4Ux$!=-_Xnjs6{OuEY@G7iDVNQ(C5bA-`9tL z>!&Pa2~Z9QlVmY6*`orzU;l{P5EzU>GqGcBC)@VA5UA-4iPLxrFW1+#-j2d0D@@hr zSmk6fI;o=6k$190&qGfOkI_GB7l!lEVR67pl>>^l#WxuLgcG-G$|Yj+U$$-|)9Ah| zoQ3Qyh*Ai>WMlmfb(57ZG4DrfkIO!J-U!fVJA z3_FhOcavu8Te;`rBGIKaTsL$rk~nF(4L<(bM<@0Kv31Ws>!h486L^*h}3>hwFEX_u?KoCWC9 z;~hnHLL%S!Dh$>BU#{Mef3Sy-f*y#Pnat9R3qc@rf-0nO< ziC5|WQu%Cej1Sd&*5*dLr_e$IhAyoXyzpzC&OliOkn~Arq2d;;-CjOQ&UqxyV&I}v zBG1}7d($UNxpgoh3MV*kw9%tr8>-p?`|LR#n>!{@T;C86Tnsb{ex22bsqXs!MLG?!m0r#e0| zSq;_9P{d$1LU7c7q<0VYp#%Qsb!7#;;bUwe^9+1WddJ1 z2(rE?W(#re?+OZb)!s`s3F(6e{Q1~r5C4()(e$)$teY}ldHGnkcUD+rdngYGCW|!9 z0o(&WGJ{?#OoK(H%3exW++7El z(B3UOdJwa2ED!O5sl{NM9gu*|DAg^E<+hQ(#YFwuB%Y{=$5=QK44e!4eVFYl*A3na zCabfJ$70YH6B%p|6sWu=kV!>F(NDtSdY<)!+8lz~ck?g+h?lgt078jy8nY`Dhfx!+ z8_(ClIdPi9ShV`HqXLr_H@C1o<&WZ+2Fk=Kh=+pVN>r%K>9-dIvW_(%xmiLw({LzlrZX2?ND2`S+}xZjM{pTi~;N`WrBg=R4n*zCY+uwDo=aI{L0g zsF7}2AU)YPmy<3UAX(mL_15lUw??ugVA|dbv??=dR-(L0;G=Ojc_o5w&X|_qT3{ok zMaU(PHwKiw?wpOPV6}5=H}<@@m1ntZGAzOQVKDP&3_pI<1g5ex4^E63iXbD1daTxN35X zT09=wNY7{GN_5vNu;!b(qm2W=VuP$PT*SCdfTX7zgu&*(v4}%JZmZ1T&}d4zP?(vn z)1oK9U{YAS!D)ZJLY#xM}Cyw_2} z@+$fxHCR*-=*f6`v8N1!ijA3MUE@G8(kcaYBG!0%VQcZHw80O|&C-A-Zfu3|#8fL3 zKJ{p6CUJ5pCsh0V?7>Kgl*l6_RZUqpyGgLSS>*}x%ptg$P)|#a8FF5XB|R93vQD)z z>-pI7WNV0c*M@Qw2x_<1!-v5LbX7EFI8!D0VCq6Z4>lmtc@CQU&^BcPtA+D zL))qFc!}U?BoI=d=%Ce8z;)<7(APtXBUqUPA~sG9MsiqKnRbAJ<(nJ#@2xq)@;ZP( z&P;~>&*@{riPO*1#`J#IfVZyyGKvHtwM_WL`+@4I^7=t^5rLHJl2jhN1m z#CNOKBcp9QZ1Mqc?$dIZg8@rY6eW2#YEgNKwW~qS*S?FI+V}^yKmwe+1IDQ9w~gas zxe@e!t{nS$)g7PHh76Dno2QeP01IKkERz-z{#E?eE_F+<6|~ zveRsN^o&Y_Df|v}dee-UV@olG6^KQKWt5gFm`{oh`}D+8#pLyg^)M0!{|KA|n~vZ; zFJrF4jT_EJ!(3G{zNQX%Jke)p>TZ7~^Ae!+Ar2>*eArsjXN-vUjqk|=m~O4cl0}JY zlO%m}%^^VeHB4)>FRCwNx9R@KhUtsV5KAMX)@1g8vzW8&U;hw>8uKn}ed_JfY6qDN zfj|cQLfWSGI)~4Fy_ELR3V6N5*le6ZU|DST?4)3y=s1f=GRGYa)J*F4R5!@|%;t>w zaU-&M0gbWIf%7LmNPjPUUCk~H6$@DHcBuNJRFa|RNU@>#qikjIlNsWANY<9bsu(sZe)i`yEM%gKeFcvfuWJh z)=!qSq^`|jW10|c230}i`d=-+HZf+SxRlnNr{iZgX8t_7a#7H4;}7pv00W}c@uU_h z<^dp{j2Fn1^ekjlg2|M7Ut*?Gqu%tL14d%5-jsd}ORK6DzXz77x}Dz>HB(usgTtnc zo;qQrmDx#c8EO+4<9BPg#9yc&ostC;nZqX=Hb?u`&s~>d&#eI+PQCq0(9Hp!%?)$2 z@>`(X#wMqlIHMZvqE7f+BvWo#QmpJLEd+o)-00(!;)JGQDN_Vjh31%6bjNNV;dE=xu;| zCnPCjF8a5uK4&^_fvh|M|Bttmufv@qPsKJbfv6X*&9_wB5UrT8A;2&G1OodxFy+^c zqW8_v!VT8l+g9TkiS><^^ZTfQtqXy%V4_A)T{UNY+YrGlI!awQ#14@gUdU|r&z1pV zcuDtIDGY@lSbVuQhZ|I1B^HDdt|7!8Dl=|4U0n)0syr5C@_baH`aHzfh;-^e0Jb>3cO&FYFz zmQ8*bAR}uomC7h7at8Q&HUg1Pw$PT}K>yOa_Feafb+Np0IxFAUI=P+^N8`etG7_SYZkEy9i7N;9ldmZ+;pb_wLgn zgrzwB`YmnIYZ$u?GIDW_`^&tt0c&>3gMh4V^0TSZoc--9vYTbD{YFo0-n$?xE_o;2 z!(;PM&<(geV&b@l}@g<5Gkf}}$o;(5N<<6<-4!0G$=MTfXRRE>+Og2*X~ zmhY4UJFaMn>=8r@NwUX^z%#MDTq`a z)uYep_Kn{LW#dt}vby$re7}59D3l;>Sw=Pvp%z&|P+FS`dE(I0MRBLjw4)^&fk=F$qx;TKL z+D~^PV4W|M3kC39C{VQ&_&e5;*<0q{rPPbXrM(~)F6>aTseN1gvjoK$j-;cygEPmeJAo~ zVkjf*c(G8=fQVZj_Wh;kEfif>)XMeqb07nQkE}gepA(RzAw4d}#@Ahy+;VYFv=`wQ zeM4c}r1H|mDHL+C$smF;Xlfn$p!d>L(?toCud-<0$n%NjsL=`hQ|OX z;}9}SSrU+PuUR!iocwT6diS*6e^&j~szaTJST(Eu#$Wh}G4zD!N5hs0+}-p8+k+^Y z41E1HEmysXf16Uf6TJLK52`AQ>*;bWn}^2n(n9srLTplWlI9{V<_T+V9ivz_7+SZa zOOv8Y5V`GJU8V4 z;kKrB1&b7o>{)8|DqAIr`s&*IW>UZ`P8=`&dqIWJm8i8k1|OlFgnRy;0=Gm~VNf5J zeg<5a%|t@X@nMYfCQ($xncyH{!A7%wE#vbcQzOUD&i>3tc5}(UK_Z;txbkM+tZk1H z3B0?U0=UuQ!4~i<2#tO@rDDtulL})4sOpg`4xzp;JQzARm4KAb3To0=x&cc=_dnVX+R#7Jp?(N9J zlHnt@pwjixY-dSMGofG8b7yLqrfQ)E8wqjRG^?bq{EDBd@J>3W-2EDnAFV$^+$kT^?mos`S&AyZeL<$P_ntM<->_v8OVpJ{9OkfAtc{G1(@T~Wk7Tcr2X!ZPU z@IqZ@CGh~X^GcR>Rc*bE*QQJC77h+r$NqDJhACI*{iwBa4^LEd8_Z0lA-8KPsb%Tl zp8R#Wf?3Cg2WGb$%G+wHQl}9%xqyO2pqrGliK-0?F%0SN_Y*@-!M~>hW&M|f2bTC3 zBEj5p*y4EJF)VD~6dFnFvK?SDvtlt43SyYZZz3`x+gz21%4d-OeB(VPMxRpF;kAMU zJuUR|y5&@HJW{@E|6Si6^Hk0C?2=3=e7IA`FF_4mJR*xKbI5e>AbaPat!YmEI|S!r z<@@IDOjEhVle8$d1Ur$n!njHqW0}S23h=JpG4~s>S;_D*L=7-p4Nqy$-|0U3IDu@e1zO7TOn=8LFoD!?|V>$0nAWB+uCCNe`0p=kKKSgU%K1Vaxaa$?0{A^I`Y%kufDqk*N+s=L$Q`=a(i@jyD&nOep zhgn+ua!tq=cd?1QT1VrxcI0rFN@kF6ETr%Zw-_r%=LW)gcu{!F{|j1wuka%_i7(#1 z1u+{J0;aATgS3`L9D1mcGqcmt8?f?4MT?lnYF>YBvo0TJP^~h~skM%1WmGYp$y1y- znv|l`x^n8StE<=I{&-}k4>KN)YUkgq9zuuMw5RPwgO`kfp{@Hc{ClPpOOILzQ-m`t}$*PMo9oJ*S6p*lIfgEdrt#%19&)=MiFexj0bJB>4R z$TJQkM+m1TTLhu>3XK8JYQD>fp}JMWj$UU0?Jy&S9Pk5>={q~QBjR~>wxXFIiq|}_ zvATz#DRkO-gcyyl=WsKj1 z$jmmj$vQ0ixN`L12SBGQUk3G>G;lx8h$-YU+MY5KfA`u%%V_w)6?o5(N?=VXE^J$2 z&CGNm%S-P+D!7U3-WY_|>;4iQ_Gsvyn(Lywe2AU$RfY49YbNvqc=(Z8O!%8B2*eIs zK3(}ZGZ3={3@=Rqw@q!zD2gJdHaRjjf&Gs8VwJ5>7NJUUp#N#k&WNvJ1E84Sv6*$Im-ua&ZHtW-(sjSyXFB!=ZoKy`bOWdV zK+*2m4X_(60^p6D@q+f7)g?l9ltdMuNGn3I0`Kivmvju!y~4^>BRtwXg!u#-@Db`t(Xx zbr@OlzOFV$cZsZ5{9R|B+X~Fc|3%t2-4yl~OI&8HV|f1|&L~&d-jH;TuBO8u5nGGM z_k%iuzPy(}A8WCq5U+jx_+(lwDv_WTmWfTQC0B?ZfBE4B?OP|@ru9VPIAyzb7vQPMR0_Rx zrDRbej&1h>AIbvneBC^N95KjL<@{v6$-soN$}RBv#OqL<(+og!il8D0P$lN|dpNap z%sTB=O2V(ocA(=l$O@7-0(R@0-@-yoTp%5f4hjK#54;Agj|+t|!a~wGkOmU4$>v$= za%`SersRZFkQoz@l%gufLEY1k3z1#*luJy7eU}u%hoqq2op#;QsqZ~zDp~lSI~=7I zV5&v-Efou&<>CN|WV)a1Ph3iIQUw`SnI=9Ko}Ur(ji?!gug1=J{5;Ix^dLcpPWMI({`O`I2SNKbNVM*b{kn}&-A#i%Zp^y$ z4mFh1?;JpyPRMd#<}%^P9$E+_N*08~gYJZeAKQ68!~v6Wgm8zfdQV*&QnG|7?S%;G z+$fyYkS&Wm)eC@0HmXK}kk*?UvN1(H;us*Z8R0rpwR)BKZZJMl_^?XBD@ zRr$hYmEqR>W$=X*0bv0$+3Hr`?9S!bGG z*vW3qFf3N*yFZU<{Q$p7!TfvegQEKL`UofJnq%DXBc?4R0HaR?#M`c>#Ln3}p*zrx z0uF$}G=dVXycjVI4^^iXxLZ$9>K$4JG~>h0f*YD(HTJ1ka_r!9-mvd$bRDlOR67*XdH*UuQxmr$PN}TL`l$81p6`T$V9KNe-j%~D9t!-p&?8AKy8;6ecN^eI){WhO<&MaQqT1J|OFW47z|-ek2y3hnY2kq)Zs0Woc7nKvLFN9I zGb=?Dsv@^+&qN_#zG&nQYnct|lr4~EQuZNg5ormDGgh0eV?WXgELucS=0+xNs12=@ z*h5}^0xd;PIJm?aY(`$|cB+qBUV4C0HRAzm+C62U{d5FAuT07mTLupp88E=NTg|?S z^(s@OhSjIM2A|S(DrtNz2xXz-goFkTrl-YqhjLi;IpBq~*&vJvK|n8TNXX?H{={hzb>y9HzU5Gk>Yx+>GQ>7u@7YF>T~OUWWQ^pO7|sz@A& z&6z(F{XzB_*et-ARcmFBDE;R}y-8|K8?0izJ2}i`Y6pPa6a(^bYFEL`oHXQ-2eSF2g?4h2IPP0KP2G(-Wn2{ zQ56_9R(Waz^9=k>CK1(biP`d(iaDgqGc|51*~vTnmPmyWKvH>qQ*QIKsvu>>l%c@|%v63sv z0yvXuwry`1LnKAKq}mQoZr?Mv zYX(Y2+LMT*ECD^tygiebZ7OyIHemPRC=4m|rUD|4wSl8lswk7PeFEjW!`2KulzVO$MkQ>me|1@otk%RK;-YhffZ;#<|tMg}mgYOgM?ddx^ORCCJ9Dhv-o z-1;W<;)-(<@Nqs4nJu&_U3IBjD6cMBVOfwMmC>V<>-TQ*hV_UkY1(s7>qe+JjAXH~ zA*z~ALHgxp0%5%Z35XQ*N?t&~y{QChW;a%nm+X8u~d=|$|c8s5dKY~0sq-FzhE z9v&JTf(PA!`ExT7_Vw7wXdIAw@8jbZa+Y3^UNUee#urIT@skfmvUXHYh{MrPzsjO; z=q)dgdGbuzBnej4@RG-BMXVB%!9n0oh=d0O$^bZ;uYCE9NPhSX1)w_W_JBru>mXvW zluOU!StL@(8_Nx7G|pRAyU`YEjpSKL;yU4@rGXZ&m3p(u6JZT7=fbB^GcvpmblV9= zJ@$kJ-ANd)*{tvik?&0?gMbo1{C8k{=tbvd3-p$AM3U<}%q8{=axf?CIQUIEXspnB zf&i2nl2{B@iB4O~G)e}VGRuido!Y7*g>>Z00=0v)k~(ipc$X1C4MdmZ-CsNd`9RU~ z*W#ow`u>(VWyj^81A_L>qZVP{&9I394*G%quVV2Z$ac}; zivnO1q!)&>zaMOzV*ob0`qNJ_ovQ`yQT<%MuZNrw4#FsF&m9=J zAqXsi91!BLB>b)DddF(g_8?F`Mq~C2tdv7Zuw$+mi>2{k!C?Avv~^bBxO&3t1+zcv zvE9svmzq5-6C(PP34=8|1#-_670E4|>ZTh7ZvNuFrW6W>yH~^^2cy#xctQFKJOV5N zn16t;d7fspOIJ^Bkw(lWH{A78e5}y5l!LV`OTcj=J_=zo9iU_L$miS^@uM5mln&$$ zc76^6gS=I5M^MYk1Oo!%lYXxUXy>> zv=vtvWNMdjKX#6*!RyoOvB~T`)dI41M6Q}Smin=JV0%Z#(w}5Rj7eT!dN!LslHl{6 zZj<1+Puua3;&c1_1^eIq!ZI*Mz`mx1>lM#-?mv>YbACeh_ zM!$|Mdhk-HH2P4ucM!q?L`JatTo`vF`?}&u-hgeAwP~9r(^pj68X)D?u6OLWE!8Xx za0h|qbQ|LOgH6{mcTm{R@1=wl(($QH!>Y`t&;4h@119gMA5U=g%e@~>K$_}#u6|3> z{x&2Q@3v`)w*pJ#fv{vOUOr=h6c`PdDdPbb7!{12<$uCDGiv((h4}l=)!*YriRl9< zz41)MH&Lw)taFsoOKO!D(Rjmd_e{qoE+tCsl*sby1aEs^xdq0cYJflpgFUsG44EKQ zGGR!B+Q6`grLuq;g%VXknozdG;KUI(X8Z;#Go-;ILdnY%e=W6`s{aq zgcScUL&O#sVL>HlW`3AewdMyNOem8xTir*V`s@L)3A{5g^M+SyX*rc#S_xKH-^<)c z>8Fgl^}8~=oroUTu(gCn4Tr-}vH6Kv2vEl>oZbM27a|k(lv^{>@N!{1-oCIuCiCS@ ztq}|VqMu#E0#|lFhAYa6;ec!Uwhf%O=vL4zkY&dvrdbn zu@C{evL|nr>Tovm-9?Ex$|_}!Db?kIjd1LDqhc=DbBU=qKMVa&vDJNPaW$^$hy`7% zziVq|E^{KEln{9px2h;tg9!YW1p->D9r;lZv|TE8E~;{$HEX}i5&Q&cwCVjR_=n6( z543q3WVu~PNNmTy9cRWF%q7+=e_RMHjxdqWlsQ=Vl*$!RP1rtA3$ag-|NA!qVg66s zI~P-m69p|m`@iyB{~X0gucaJFtR+(Vz>kS#J0QYJ1yN6_5U{mkTQ+7BD@ij&=YTsn zMD1sn`U1tCkpsLvKfGv&?tg3~eZVfAfq?|yxD-Z&bHfHitjdr$9vL$^GGd54wx0oq z3%bNqPPM4+;^8e=I0NF^O=?^! zJ+gp{P5@9S3>|X^qBXg=FX8V41qNCeEZUDC!0uxf(XoRnV(xm11!=)h_ppUEDZePwjxqcU7 z=aX7p7VrJQz9((^I*+61MyZJX%=Oplw}U1e9?TdrXmzK%?Q)zdI9lmeIl=4`j{BMv zCbFeOe$as;jxt)chZ7g(0Jivt>dS@=zA~W8uQn$}ab~To*ZNti*04uut8&9e0lTZm zCbxF0k(!Cgi-`J(7+`$5b<4Esu}o;LeB$mH9*XoQf2Z6iV8;U#rf2=SI-o4|_SThk zttI3()kT-RX*ooXQ)Z=VBkRUxy`8*sz_iuec5YBZeoW-KMqj8@fuy3ldwuHgY8Wu9 ztWjMGaC@rPTx?7k>q&W=V)^Te}?2|sHP$BQ01 zNm04huR1SmGcG+k+vuBIIIX7i3L>*n>Wip*Si~*{UxSfwa+-sn>di@D#`=tSdQRF| z*?6_sJgg-Rca5jxv3pIwaSVCEat|=d@FT&;UzIq`CMSzt^!^agPU5U)pKF5l_F=nz z8hlpLakLa>cAivaU%TX3gFo!g2q_d_GuDP%+jQHhQhU&wG?rOR-KwwJMHYNsX(jQ- zL$hbieEwGgIvmL~tH(x@=RKWfAy`{vwQ=RVlKSB?Kios@UY_#ZXz$Z}g$vjP^VTF@ z%ZamB-K#sax@b>A$(G;5hIVh_Z_b0h9$0X^@BdUTV+d{PW9igoBa~d5k3vex|P|` z9*0XazloBZw$wosQ&-Jv0>>KB$VfNxd9<@>Cm&{Yz)l;Y_GxrbSFav@cx=Oe35J1? z6OyaGsm)S-ucAykcLvM~pet!82eP`Q?vv6JtCW;lR-JMo^d>|MkrDeHVs`BF191J231?~!z569%ZVRcu8D%jnTdH5FcdDJ_~QbXLd`bZyaOT)dq0r+TM>(R zpMA?T=%i5ObCO0x93H`5lv={@#dYU{f3=zNQ$y2ld%7^iNSZ2X(+nK9Mp>W@Q4htH z)s(VpMMf2bbpgm5*`I0BYah_u%6(zcXVxE4D$CeovOQf2grmqX%fqkIoD3hK#r!Pn z88?Ru?d$qHUCwC1i(<(p@Gkfi0(baag5t1)__&If>NeH;&<_8snI8fjq07PPGZ|Iu z1>uVd+0?GxST$v5ZwEWU*;CGOWG|@`{*$rtXD?3Rf&xk;xFP2|SO3-KR5ppGzeR?^ za84+!?5(Re`3g}W;gT{Vej}1v68o<02Wyp=MNLm9>xo-GnaEsGrg+VHt%za6lDu6z@2 ztUmSrFPCl>uKysG-2WG`)$))pxlZ%%l^KIo?0}v^V~x>7nf>q!9VnWoHEtB8JDZ4yqEdEMdq|NeDL3EUC~% zYxMb8cYQ2-B==GtRERvosWXRW!Nx_NDSU3xM^#Zq8;~Ep5-jDsAX0K)iviNYpC&2` z0W4XqzvO2(BODR}2689fWQar&%Fq!-bAgc8kp@GN7Ve{nq8iff8BI+vV&P1vxH4lZ zsl?LE*rH_$C?VEp6IG@Y#pH;!B;A1HN>C6Xjed)lOBJE?OqQVJQB;AcqLpU@YoJCC zurmx<)T|xhGi`XiI$6<;LISK1=8wStQV&724SNNVxlc0j@urEfH3X9cODIF54Vm_m zC}}mxL>r%>hxj{PhN3kPL%S9ZU$-2z~yijQQ#1$`mv_$pe?6r8Ph^P*D^lsRxUrR1@?Rfz60xF9L#$Wt0@m&2dht zxpBR~?;8Imx_b&m%{v2~LagY>42*jH`96?IXMv*$4g>CL-r@P)F5U2q8xZO}-9%*F|6> zak^dGn19;d!1lumT!4_3aS9I#?8SmpDC^*{Pj`3kX&N^T*4cEBb-?F0BEB(pxR}M& ze(1ux)1SJxuXoHrVo6wrwIJr^mj?S!BStf9vuaROU8ZsvSrqzJFVr4Ef|;4yI_p1J} zJD>GK5n%B(J0r6Vf5s9@edpf5b$)jAY)P2+Dp-y3qm*CZrXLHyB59*Rx8Sp$3c8`U zYuxr1jYduZ7Jf|w&r7_Y_bpz)!bynLD6>h%D2q888bO!k@vG{jb>>N0*K~HfPRv*#$WS z*%=cmt}5a{>Efw~e~Q5@X)AoF!DV&q!vlNo18>|B_}OLz(SdY3kSXe+FHJ^T) z4b5D;xv|*&LfGoxD*R>=#0~KD@bQD2_~ZAtMKDWl?0YaGuk>36Q23Ead-d=1OaCd; zV4+6eNC+(VTcr-HnW*?MSrbx1ekAp3z(7$i5x~PF-PSQ-m$`mdWkrZ%?nJF0#}dUE z%Mzour!Uk_sE;*9-OwM+fVWO@=!mS(Am16wV90tBvmkDrBJ$5c7q5@O9o%~$2_*Z< zQ9D&`J6NKt3LT%{b*}}EfJa~7-B<(K94TMA=nj|jV$$c|Foyu{Ujs%8Ls7`XbZ~gA z2>{(%y~OB|meR=y%W(OO&z%ZCAZJW3{FQ_;*E7R}TBP-TNe#6YDu)@B)Mn}_>rTDv z-QkYfg!c#bkLDm%a;%TUf7~^^wcOe=^W!sYPw~O zz|gxw*ym|D_iR^#j+dsZP>B$q7^+igj6kP8kpxnm)#y)K3rd>jn);Sa$2C5#vw9lH z1Ud3zuW;MbCPY$Czq%7ZTU)%Q_+!hbn~Q9@`;@ zDh-~A_C8BOD$X+{sou*oC6$B>{KakR=HDgr<&6^j+}DWasgZle=+xZW|J?9d{`G^R zfv~dt7mt}%3XBAxj!JevH{NoCMH60%aFq!TOh0eMiP}6zcKq>=z+1$yHzyq6z>Fb) zk9hiXiW?2l4h$cl|J9=1(do75gVU86&VqsC`zf;Z`&;ar(XTs2i{sfsH_SArL{ChH`j^uFqjfnbHB6C z#k%*?hontM%|4u+>ATFRj(l|DtQyL7_`Bn7&yBIzhx(Dk<*EFt89i4UXV zlExt_l=^hPxrwVz-5r2bRkKVVy}7fjgu)}K#=BpXVmMlra)SP4F5Tfcb1@oGFFPu_ zaS=#7j&2GdJHsQT*=%Gmmc$9ujhbuB=vMyB96gvXf&*FR=+h`wx7nPn`*=lYVo?jj zGP^J^Ni-@@3Ay%=l@JAf4`M2OJaE@9E}Ak)nDlLot$4ve7X$A0(Fjb6vMGy4`TYx&RfZpNo~&d~8;p zmCKwFFC!an+6*LAND9^S7Wb!!liS#Ckm0u^4F2l5pT>Ae4jZyo3qi>D5`Q(GvetqM zgH^TjB8Y*vb!Fh&qJNH9Noln!!MT1lKai#tTB!9h9s0R!k$VUe z3O29$V(*0qpq2G;hPI<70sPZy)ekb;z zy*;@*CQmAGB_T*WHDv7>jxN7rN}pRsdHyZKnIGk61T7>W$r= zfGv1Sts|hM08Knln!A|D<-lJ!F%B3RySv-%an63r>-lcO$TU}kzUW$t>cMY(A%Fqg z93&EjK0R>J`=x_ilR|#lPWPh39XwcfcX!EABmE_KRc{p3=zd-(faTS^m)VIM_U82w zuBkDkJx9zQ<4B#t;Un0P;pDK42XEz-wjfzX9w1{03bGOzxS#tC4l}ckNVUDWlcKCu z6b}Kb!q-z*Bc3^>*@2R`qg`1x6#VRVd{y;IkN?5|rEv2wZm%rU7;+?8c9&m7`bAKKO&mQ;A3L{#SHUl?&topFp87+COq??* z@;vL!<2_*iAxV~Gls&I zsID0kr@U#eh}TTmn8F@p>CnxE7~ng|e{Y|a&Zfv@%EjH7S?^qc zGWPg@oig4rX#9w=)%4w57&qQa=g+c-+kgE5;u#K^{LlKy_Fq#oX@FC%XvJtKFcR2= zoQqVsb2)!&oQn(#PG+cCnO_>BZoa~gFD4>OVhxouMFQ%BmS6Xt%L9Ew`%A;y)#2I7 z;UNo5FIs7?i(~5p)F_qNb_}oqn7l>(3)Zj(|L zT|*e8E+%ioC~(|LHh}vv22V`+)%Ps-sg4muQaaenM8SYT`j~Tvg^2pKx-7*aRab}~ zSre%n8zHaaQ+`R^getpB&=3MmwLgWV{c{atzifTg1?yNDjl zualFtAj#WaA$@(mEM$2&$1XF94%`H0Mbqiitw+c2pJp z$wThW95IpJsGi}G!&eC*i zD7K>EXN4>+2kV}hNe*5Bh!zMQ<@{*!OJwHd!KnNc)s>M8yrj( zEGjwFJB=I-f)HPnVg3Pwi(Z|t_l1vDlr~REXt5#e2LQ=5^1+2awCgQIYKm`S5gYN+ z$zS@67bUyfY5Z0o+2C)~5iOh|wg4zbd_i7{!B|(R#gb(IRrK1AJ;Q=jz=ZL&&9G?Z zTmjk`%a)&!m*%oAZ}+9SXLCuC%PdVUJ5Jv zuv3bF&>CgBwupvt?fn!ANnSabtlSA?NM!^;XEX%rhp12V$N&GZb&lM%yP@v#G zrGS?82zVZHWYC`^#&jWhDa^f0A30rm0Q%)L8MpvMfXo zVI(eQfBsP0+$mz*qs;f0(rf|uUqAC{Q>4IxgC(86o{>gI~G1 zX?KyF54e&93XKXl)Bp9&6;DvgLWxGnm23D$=iQ9gIGBq_7ZTHG_5v0-RdX0Em?b|v z7#3WcI3ZhzGsH+H{E-vS=iLM_AzLgI=gUgwvAOxpK)E(MjE# zJwhtlqHBXuRdVHw4#5EI3J!HI7>|+(MPrxMfG5z(y8MJ*MCDNu*m2JL683 z(c5utU-yDr_4MT0Ek5!83H1wFTU-7nUE=P!_*me_XQ;S1<=j^rI3L&O7AvtvsAOsH zN-&GAW?}TlB+C;h#pKG32{QSQ>`~7f<(yHENhgw~my(exryJDRiO-b1%p)GhZeX9v zXNrF>H`xEP+~EAT{h>xvDrv6;z2~WRJE79bs1BJdY0@ZhvUt4AgH{8fr7Eg$madet zUZQyY5^(iY7Y`Pq&pIXsMs!WLwI-Dm7EJNg@$z|3dD&Sf))FR=VWwyODE$+B$_u*dxj1t)MJ^3lg4*2`~xOuq!vd^K`zu2<=a# zu-WZHPw-SGwDWt3q2PJG3IqG3irODr=Os%7mZLJ(=6Vl+ri{M@A zCMI0cP2ob;0=UJTii=^hB#%?=h+Xb4`ubWC#DqIvP|$%E)stv729^)>bg!Q22a$*w zsa092Uasb9E(y{#R#g@0*=)cb>0ddhm5P`v+((+9Ts^BaA6Yp(J>uu`PPM~zxbjlJ zwL$JJstNqrxJ2>h^yNL#Q$g$oAUA=-uK?*l|Hg480N~I7ALmO%!5>vNTQg)*Oy?XO z|3b!bP^_e_$$L8$k|6F5=DZ(5+ATr+{Du=12iKOki&)9kgT2a<(j=Ts60r zT4t0!faG@>?a^Yg5sxviUs-QgAb4TZ0zIE^WgLdRcTl0)!oTOfrkJPGVhFd|vAlb5 zMb2ym-oai%OA(JiIhDRD1$r*S#9zcf;FLvv5q&x4eG#!#F9(_>7!EC5Zt??4k`X~E zK-Ob`m)AZ%DtNY~OM-s5AG_fwVOGm_CUqVb0>0>&Gl)?gVHEsn?_sYsdB9g>6B9$_ zzx=)(Hp|t;^rMTQmHysCpm~N1qnCe*_S^VWMY`={5#7uM`-X!vOV}!`zow46fAE@$ zuY*fzo1WCT<_jw1Vu~{Ffb*Z0b?ULHCcyMOYJf5#nkR)38)V8NDuny(KYKSW@VMNa z0gPJu@9g4xPlFCD6kCL`u4RX9UpEDDitjh0qW!;D^vw_LHK8}Rl0TKsMwowX)uzMD z&++)0w^}m>`|wo~HAOKsO(oRx(7UKzfzJJc+@QFy=3OJ<_GG`DYs^8lsj^)NgdjK{ ze;HfoxfzgGpO0s=>a<(`Fa^}TAxLDB15VGJur+x3auIcW8?1{kdCemTTT9adj#lr* zq>HEK2vp<)LB$xfs%=R)$`DbbNiVvRAG>L?A+ER0%AeiyD_9EvgtjbgfOt4DW)%?4msH>$&WzmWOrL9=aJ8 zRsumEBpT+l&JnQFaUjkrrdaSMGjg~lolai6`3Ss?i9Kg=_wrJT3L!fg+1x2azcSH2 z$U>>|kb4{1uyyH_ciXGLS_JgploJMhk9mba(>9ZQ&Xjo~f!*0EZwIb#h>WmG* z@<@#3nZ}UobP5r$>_~@9#VO5MZWrgwg&YRAmCH{sVu)3Mz)E^ig|Il8_%-&ygPpO? zCay#@ACz(p5)ohD}~M7^QP1(1SsMCelN9AWKRRHwtrP zP+!uR9mGW)Lp=4JK5YWfVFTj1dPfv~HQ3)|-hL4-=vJyCNl!?T=Zb|3`k1H;`$?7U zdPSk&?PI=0D68<{7DvcN~u3ZwEZLXbhHeQ_-7-8r99hA@$N~*xI=vbf_@F1 z6HnHBxQqf7deZDL$$JIWkx)TSC3x*uJ?W24?7+@hgwr0bmn@5B*CuZlmL%&YcN_sL zydu4ogLOryJ zchAjc@B9lIkgb7CZd>hFtRtoju0|y!VmGDqFuR_z^rdASv^-Bnko}0@vC}%_#qb!n z%!~jRxvI~@o{0t>|B|lZCD^%fP83{k0hF9betWx5F#Lz$z<<8I=)jEMWuK^^9N+O2 zFfJuvN>j#uO&qD`OalojP}!n+l{~Gsg(|+(F`;BD@f zibgdT>w6|f=5Bt(w>255qZ6gmOYhgC+r^zUAE~*|)8pD+4|X(}(u4k-?fJ`Ck78Lu z=XGKxt+$)|ZXLM<*JIK#Acmr1p^bWvRv`i4)DI6Zu`7f2y*e#{y0EHQ*2-=6*0$M|W+=OViST~EcnO2`h>QRs6{AoOU6u}> zM3f4du-@Ja{e>Ur(tlM?|J+?A;k6BNYBVkHGE0-OGtWPypF&;RlCxUFF0tQPty=}) zEsN{2!eND<)Pn9OnIYY<=LVN`<{iipBBVbj`xt6hv05^csHrNsKG%7dT6H4#o$=dZ zZ}RMP;ng|F;mXW7c%+YlH&%vu8fO|}tRqWEg8hKHSh;tA`>IFi+d`o~llush1eq{b0vZR7 zpa@Mgns<+oENg2{l;sAtai9P(e#!<1fmww$41feyVhfFoE0#P2W#~6CxwQhgTM^7U z%;3!N?y}TA4NO%tQkj>?{mBkrh($caBP@6{ZUvCXMcu&1MH4F9tBPL^gC>|^J+ZmOsX+;mYw5?WYZ^*V9rv~C<{?3`M(Q5KoSD|c8F zg}D4;tx#yt0+aP{exY423U&h!N*_C9&H@?fP9B2=-2UMDNLJB4cmro$Y~sZBO~C?$0^5@6sVt!m%oL8#Vs!#DpUaEycjT`EcR*y?(Km$ zhOqETSlbREb&jR^Wy_)zx&e)1oj^xxh57@YzzVLcsSY0PQ!4 zwhR5(vjg6C+xGf~aGRGEW`|MmN~;smuJ#;s`V2K1i#)@im;~D=HhKw ziqycFX0<346c!qU+${sa;%kchX{;azcYW0<7f6b~j}_XIoWlT0(7lu8!L^*K#GN80 zBm3eIe?5m>N1_{OmMbbKeomA{=l^!I%r>&Szo4Z-ypS<(K9k?Z?4!hSXzt>!%c2SZ zlD5fL^Rn4;6VqIa!-rO0uRJ&9dZCqD5%91)}`h5J5&eBGQ@Q*n(bI94k7QK z79_DbTpr%7O{xdv#a(f!pyuEDQqlTT`HLRi$V79T@C{&-GVLR-K<`65Lgh}jnx$0` z>f_*u9Fc}49cl}CbB!`TtM8+bYskk5!G?%VK2)ecWw*tdD|Vj?nWX0^%GH6JCvpFA_mk84bUxx2%sF z>GtR)y3$$@OtiGt0qRk!V&>%PBqWB&8Sgg0d3_~ryP&m_)8Uk9prV1WY&6y&+6=?E zw6|^+{a}ls7WO6xMkk)rIp_`__Kb2=$)r{m_AZhteF!d+>c^rooD@(f zd0S<|G6)5L7{6xhoV?M3#_ksscz9ER`^>!CTEyZVh&-Gl;=S~t`+NpOIBr7Djt&;c z^%jUyq3KGj&ed1!9OAJ%37m#7J-R3zsRR?Xb5BB~7ewuAA&zTOXBJA&cl8GE>nY*< zqz$dkj)(_M-^Tx}!hUxw&H}~m{}^j>x`jjlL#+c?;FP&Pb*!)})FvTu?&@s>Q~N7s z1PIJ5H&;HTv*E(^wQ&M9kTNj4=(TrCD=+DDXjpZYtiL*nDJqK1~P!p zWr?oOV#4H80b?3`-Yd(9fP<3GfngLco?!faSxQqqgG3xWP5tEVUs<`g=m3$rA0ZM_ z0E8;A#Fl=Xb68JgQ;fLb15ENTQ47*Ad%u_@OG*GIbIVli+lD8t;!5d6RSjF2?js3j zKT3Ryg%eUV=qAg}uB6_*$_ekYWJoQtzkur@ z)I>>Pj4C6&h+7B$yRKNX-dA(iPZ~6+g;FPLQ+#~l)wI`l6q73PqV#UI016~ma`Ptl zD0Y-Zh(~lbYZ$R=_$-T36nlD?NW2O}N!a1{&*UL62_t`Xu8yZ-4+Y8DJ?`3N&w3xt zZeQQQKcZ2{kx6K>nHK=sIUS54e5db#t3ICyMKtdml9+-@WX;R*OHdIZ${v~4l*)@$ z$9jko%k+C)(xLOt{g;OTKHLE!5CxAV5(Q<46CM&tj4Ook6cqGCma9)o8j`UU<82<1 zWY>{r(MJWE=JCR&1X%{hGwzY}h)<)CBP@rUcv^Upp0wZJ^awzLaTZ>Z@$f29(9&@J z+F)y@na4P@E1|N#04I^G^-%SzO1dD`533X>lK>9B`}c#!?vgD%b!R?R`Z*{Jh)BTZ zA!VP8fONWh(U|3dq0obR5ynT))Q06pkIQ^2hue|(pNKBo?0d~eZyNaJds%M>h>~kI zE5TDxUoA8(Rbjw`=@k4A3Vz$2pKb2_=WYAj(eW^yWO*nT)~Vk@+XB*;oLwHr)J>I+ zqZd!nr-`&aMB+_73kjL<6xbL=*tJL+(~ZbPtsZ7Pa^oI9)7Hsp_}g#E?ePcxc?>AuA_e-Uw%iO3WkB^X{FOn%#&t z_u}_xuGq0CD^s1VzI!vBDeTfdij)MKJ$0v?2Cv^fFelf`IYf(ZY*s3}nfrWxy1x4D za6H>%#RmNP+I7`{ez=l>qa0znAV%J1l{I#HZJ&KJmI~>gvG-ISnnX9y?aq#qU<6-;YMV}-bRW|7Q%eEYZGC+#aEu>Sq-?*I~=u{{& zDzlP2h}nG6{3D62IT&(7?`n6}W|aPr_nNVP&a_WpQxrUShf`8O0aZ<{#xlf3Dco3Z zt{8wSCl#cG8Aj2{Oc)##+l_%&D_<6GTT?RhHcL>PbN2k`z7fRP-LT3fv4dD9c{xk8 znVURJ1j88BNKAHF$A-3jlJbo8Cw&KuK(P$&Ll3KDQz0a%RUpcL4Nu5V5*5!sXH}&G z`LD0QZ|2{$8Y#m7t!6V$j^0~o9FZL24- zD_W2Aen3og<5#8fAm)3zq>7iu@l1NJvkL?b^lc9|`jWlr+M0NL3TJXJwow!x@wlQa zjwv(&fL0ORxc@7xG_n6_1;fO|n8b9A3dY6C{!b6Xx4eDAZjT*p&t5 zDGE(4a{8zLNn6zkQ9j+cdQ}*WbVN|$7k{xNb>dH4Xzm<(8zr=>v+H#cVf!PYtE1t# zv*9JW5`Be86=i@X+sPuRAkzMyL;WS8E744c{_+ znmr()__`tWl@BU{tA=;|bk{A&!;|e-d}a?-!12|lwnTI(L9xZwjk097@>@lR6XWYL z=h|t6X@-UjPyITL&ye2DEF4RTq`5)o;4zH=eY42N87j2A$!#1B5@|f=A?wey33XQY zQ~*48N?BpemtWHB9O7Oy$HR@{;zfMO_?m z)({N#c|6ym98VE@)DJT&&uF|>02>5f4d9NtDl72`e@Wq5Ze!JcU4AJ`V5o)9fLV?x z9LZB|Onl=vv}+M9u#!o}byEBqg#ho_6AK-0xtzt6vnSF@>F zDEdE}*^*vLS5QB0<1s_D+Obg-&9%st?^Nzawg9 zwtpx>3Pdip|AQlBW%`FBoYI{5<_OU?zFRzO*je^{6X2qOJo{_|Fc`CG|8ncMO&3F* zN{7%Dooqenj!V@@hMxQe0Rcnc;(nUmIpFe>H(d1NY=quR; z9ww^ZloXP_g#a%(heya<4WiYoWZ|VEP9oNW58)H|OkOV}S2ZC56jvSgpI0PGuTzES%F&6w_g$of$RV#lpLz{p%iPOmSY*rD9URqZ-K6m zg-$Si9#mp z&(Dw^V{eg^{EBX1mePupE*zWL#a&hC61sT$`&6^y=NO$~BkB}&M<{WzzgS&rdViR} z*))}qYF3kk03;R})zSIn{etmz7_Q_)`E2v&+lK5tFHcug(KAPP!%plyJ)gd-uL8d5 zUtG8bwDenYX+MxL;>z|A_u}>@k`}oeZ#=jSLQ$z%8QGW+C@x>PJxanS^2hu55FsIr zeDFuEFzqpne9(J%`~(PNFHRPWy*(Y>Tpu1gTNQGH0p>Gi&#gSf82H*bg5?zn70A*= zU>93b7W^M9cm@V=0J=>%%o^9reLGZdba}<&=oS31n=}IeY%>C!!5~-AnY*8_qodak z&fzv;RCxZIH$hx8Q1&Y^9qjFKeHUS&5=^>nx(8T_u&9>?^e?0dLYqz)9-AnUu9LpX z$&=C|K#46n2je?Pi6`XCNYTXb%NaBa!AOxtn2`^QuWsmqD>8o02h-F@n#TpJf&NS8 z=B^%%M%3BF-HBE6bgQ|5!WDmZx26xAoW8azks@tk=xzfScc*BgqVsps22}m@k=X|S z$vZ(3l;~CnZy|2^81QJMb75L|`M3xh+oO69C_Tgri$3`ai(?)5@RQg?py9s2s3$;% zfm;p7slHRT;V{Z|^xZzB6aQ|BBB99=!n%0&**D6{M4AD^`&T%eTRUE|D&Ykgdrv8BVS=|&3Hn{llfiht9Ro@d&TU&-yJgMQ$VOqT1X0cf@*2ZaqBDFn^!=f?(wq$X|O1 z;ckmSnPT_kHmbcZeF{J0VzO?F{nTo2K!-$h7!~;5OisA#sY+nrV;Ryc8`@RrLJ#}8 z1K;Fxi2I#bL{`slQ*(p;S0ICRh^<~i8xh!LyrKrerqX_aKG#BUce67w=Q(26prUQ0 zC7G;u#=?d@?koq0;?+G6dOIH%Nm&cr0N>&n zG4-&=ik9L6VU~eETs19KT5|4wbY22EbhQj+k2%Ly+IBwVm5A+Ui?;4LZiCz1`BMrS z>k~uFMhx-#E`d*fxaTrmD8+Ludi(d+d8C=orA6O_-Y&{JH=)mt(<%rZVZFg>OC@pj z!Qb>+iN0tzY=hXYyLD#OoBD^i$Q^%ZLt{>q8$^8~ieA6Q{Qm|qrf;u25ilw!3)6ol zF*)a~@6v`h4GX6MmUE0DUK65Q ztEY>#jn@CP=;SI)(^CO6MT-c4-I4b}38DPcqEkEsc?YNK&4#&FiRROw{kdP`2F_68VE2?~o;D;@iEk9HxX4|J zVc<#qcGIa@gfueQsyS1}l1EZ2iGjP>qwe~a>}ezqR_jb3ZIp5YfBxc*G$regZ5BUd ziw3phA$fI>i3=A|7;<508QT(p#LI$2bEkWUzOh$4;3nBes(iLj;Hj)362&UB$zhujg}? z!B2=w+zAk{aS|Ap6ZY+e{lPgcONg}+SW+wqtl9KF%E&wfx3c79E=*rF8JmnwkN8Tq zinMYqXPvs-#NUkwSxKG6(};V`)n&jBl>@9Et@d%u!q}lOQ?OV7OJ>ASvKR>drik7h zlA61kNwu*s*0L2I-3J%UI-1qo!aK1xU*JG|OWV)KC z2odfL{`IRAI?-;HqPBgwYErC9Z6Rb=rxdq{=Op2~h=!{amXXEvm{$Di83>l(^m;z( zxV_%Bm!U%qBveW^S;v`ekJRg6Ph0omAgnDj>po@W`C2P9f0a!FhfLBax&;N|e&kDo z;{c`vV`Ad`j~(s1m}-q3?VpoGIJEfsbaGeo`tMA|#G(%F&#n=o9`Y=+E%MSZ>Pd^= zs{K}h^sr;t{D=M#Z94QJ=wcCguInSA3diLfG02vOSR;QmVg`psWcq}V+Yup%-N{Ya|u`C0L_ zyUgao1bLfyr9&TVqRa&TqO(=r@Op-JX5mKmGp{nY3tCxUJ9LP(!!}FAz~%7_)xu4e z+!=LJKmnEX{P9-uAP{CQFufF0;k9YnK%DMj%^&KyMfu$@khbmbN@^3zF?~hq6#hZf@Xnl|FY96pDb#G&-24w**$rl{!&)r|do%~PpPo6GX$ z^id97c}V|kom1=6crvX|7zvw5#2jzOQ*1LI1KzG}yEnAJ)Me|7gq>3{>Cq%ob2tx| z@3Tc`73v)sRgZ>=>0n?1o5`J(><#S3#X0*lq$i1IYSsBae|Gm`-L39~2T+5ceDvxf zgKB_%%<>MKq^<5^aFaetklLdzj=bt-G1;nSkL60_PVyIG!-%|^mJ>@uODAs2C=M1P z0lan{p-dEyauO~z5QKw2;#g4Ly42Lml)zUmB0>MybWVqCL{_QqtBYNBqyj}qu|&`- zvI?aK`_^9(+MTy?GYQ90IM$M${(5N=I~x!#5QC=&$q;WzGip4r-n`{*6~M*4L1~GM zY$j}y$Onb@uB;M5in#!bSw)Ce&e54W24LrBY^lLKsvbcF8>FX$*V84=aUHAh{3TkH z<4a=!*(1ryOfgeY0jkrM44*koG3ElTB&b@Rd7Gm$;z&z~Av;?aDi|Pp{Gx0V=PLN{ z8NB&X05ivd^j`3-%F<`}bQ=#c0^<|)j@Hb*(oVga^U~s{_Dt~iuY>pu00FZ+2EdvY z9#g|PMp&&iMJ~DNpxeZ^&DDXy=*(6`Mrdam$XF;96{x|__CX_;+BvGiZeb-G1;Ybn z9=72z-KX$1yBD60&3`=i9SHM_WqGOqKi!e?gvGl2(vIjkmGd@~@?F7U-!ph4X}0?s zoHEr>m>Kbt{k<**#8^+XWGo4R27pwI4bRO34-!9oypT@F47cNNw9;{Uagt?bOcxbl z+rCK`GZzBRJO`drA%M6hYSEXex6$fc(Y9`(ebGdu7sFXV+Vp*mGtVG>{InO#0iWA{TDS3%JC{iDGLj&mMDAuI;D+IL7mv$IeNS6hx?@G zbT-V)lloZQeJC!eLBDLw=Eu9v;I}U86>7>+3i|V_f%IZP5oT{${``3V{W&^`4_nfs z`2*BO@9*RPZ#?)HVTuOI#L4_`)uXyhQr5qgpo#|~iYaWl91bqK8>+hPWHfm;D;R+Z zq5~pkecE4d_me;%(6)tiqnPRD--Jp>S$*r>zi`us-KlOv{a_NQlGaTxFyo=Ndyt3( z!$qC4O$h@+)x_bKJ(ZeN(dW*CqlY(+r|h^(M_EOrKt*pMBxjQV9sryB*>D z^y`1*&OzY@#!Mp%KAQ zUiT|=Q8o{ws2YdX{4q-bMpV#RNEDiQq~wkKQ?R4VibH%HxxNMJBsR`CO?`ww90|U- z@hB+P-D){OX0%k5+u3HaP(jl$80q~tpnj(Y{_q!_>gut%?F#@CSMUfs;72_a*>&3E zJDc{P&>0e<^_3`WaaVMx^_oW#&Dnu5X7WTeBB&_H@)o0oMM-v~du2qUu0c?!Q=~9~ z?9It#SFl}glPmn^!ImJ;pkJc~3j$0mN&X8R0!U)OvHiK4pJMYu{@P$cC0+g`@+vJz zqw^A7j3Ecj5CdROxP-+Fd8|NFtUFcJc8}ejps_*8wGd${ThCz+%}55qA4M7%9nC{R zkt}%aZHf#z$zRgU7M>n1sb?+W^Ho8`n}5AM1Nw+~8ONsOu2zfJoHq_BrQa~p_|UTn zM6_r}wyQ$+(T|PL6zcXbWw`9@_@?H84WE(WN}N`1=Nv%19Z-|mLhp^*IInkhIibSE zl%)fSnt%d5#*@x{nv$Z_-!5~dfTco%iU9{FmUTWA{o?u9O83`p<|LqB{K8merPoYN zr?bS02iFR?Bdm;^A^Kh^R#q^G7`_%~=6zvvc8$BnHiB4+ z@8{4$Z40Q>TzD&z+ANLDFLi+)65%>fW~cfc#w){|=Ga04uuQR|wE{69g*BsugDjo# z#3v$v8)~^hYr7jo|5Z3;?DD~9g8V!3^Qa{-1Wjqa6>P8tJo1$AV|o+;OvE;57-z^>>TiR4`w_X7Jpc|{=omp(BnE2tGy94 zuS#0}s~ORep@+{O&b9OuX+<%RnDkz?*sifuAoB#+jynMN;}88{;<##<)m@r2j-+Ei zy?_boHNOm@L=irBzi>lg#aK~Br2Ddr#RFpqOv}%7 zJ97Zo9Mmn3kNosFFIKh!>;$^KjH?gptO57eAUB=)4E&V3Mtz4jzHtGA6GM1Gc@J5w z>%_qu{~02M;}7ei5!01o#XQuqQ=~FWv-yUrHpmfuXP2eb?!Z>9@oRG5gN*U#h8euS zkU^53sV={4xRGeJ9xfoB;M)67QTesm78=M{&|u(Af7Ug~;V}jEn$n|;w zR$@0C*<4E7##Bjfx6fFMiF+e3O1>BZh?FB|_RC?`4pALA)O*J>mqC};C>D|;85!^k zgkdm|DYWEwgiTIV+b1_PcFPXj%ONMt2PV)=Q`iCyDXB~1q%M*!fa=@#6Ht@61! z0?DERdCt#Oqy&RB?QClo%V*BI3Rp$K_HZbqGsGH9R${U5d)R&I?s+-($sbKMiZ&cz zlvDy?Df&JFtD32+$y963NH^~qr!a>`!zSqN@LK#pxhto9V5YzmtEoI4QIJuyPvwl_ zClQs_a`(Fa;`m6skpwjRsRcU^cT{W)o8L%+1w|kk1ck-n^PzT<86lYxyY()LtWM;l zTH&MyeJwnj6OCY_u|AC6@o;sxZl%aa>G1ug=*wU3h~KI0sfw#((oHwMLv~bkQS&#$ zQl)~`3wy|irGuoK=nvm9rXTN2Ldsr0GYrkGLACjLh6Ru!mI5LC#EP`_#Yj*I zEo`VZe*H0{`V{EQ@DP%bI4ji#RLXp8-Kil8 zh)VWGWX-^xqycWfYAVhs|8BPa;^b3Zi0p7V{MHTZm>OEzmr%gve+*W457gs zsjO;qfYTl*8(#!AP6Rn6hP`fY{v=%@i5Chbwj@*7sr~$TI8`iucyL|5E z$Fz0kE8N0DmNuI7ADanp&k%dtx2&wgbXztBTVGlUT@2h)Hkx_%IJzAVC(_G`9*%H9 z6O}E3uJv%q2T+qH-rEwg*c=tyrCyZdB`rw)EO3@gnSw8=s?{{cM|j_j6`VGm zM~LKJS^<_3P^F9qt9ROkNoc+8Uh7NUO)n~}t@PRTbu5wN3HD^)qCbYO$SC24JxpOxNwL#y3`y=q9f^pBpHKNt&q ztOjzIouB0DzJL!a!59CpF(PeW3>f?SZTyeKr&)c>?w?l3HyV#*|8U}FE$;jHLb-s= z%(gOCD2t5LRVzoa@rVFFpZ2i?Rj&F4j8LISJg3dB)o?)sq-R#|-gG^E31CShoHr)T zYG83F2qU;dra-0bpkbJGu0rBpaoIUhq+#sY9Zyj+X)8v5crZ!ejv~5L3By6inMKqA zG07Ka*VT1LGfSCVPD^cAT%J1f(%1bbHy)n&a7a~A*DQY;^ydQO9-iu_jngUo!XCyS z-l4d(^qNdf4!50Lx^%LQfopZo##&Vs zjUEl9u0#3A%!k>Gtz)McL!}@BN&!UGtv4vwHIOk94zHb?`6Du!x;O$y-}J$G2vc zwD?e}vUKkhSe}@9e#@jVCfTCj+go+~(gF`T4F?00sf*EMGq{z){AtRfvng6FfWvYs zdl~wGkp6XU>0dS0mS8)Oj{VY|jWroC7YQwiP|!s@R&1CdYJ#}p7s%NDsG;HXf)E(P z2`t#)<1rslZ6%NQYW-)VQa=EUz%j3^3t1W}bef9&*CAa z9Wqy%0*Su@>3SDrE$|oIMycQeukkvYeRouAp+3Muo!8OPbJ=XF?w)Kzz9U&ql^2`8 zQ;pq41TI6HMa1?uz6WGw43BB3Z?Z>{=r-IeDHeu}EbPn*m?~VbrnZqtPMaA8hPtv7 z2cTRni8TokA5G_nF0159_YcJ@wkcF$R4Us^(|FFXfbBPFr1lIxG}+%UD$%BXAE#rf z6CDisF5bS{wElK?&A0b6-+mSa`{OqDVu%gbQ(_nOue4tRPe$`xqkbm@1zR)+iE5?j zR3_bFfwDv$+>&GLFOa?r!VidZPwt9iZaR$IUU}hEUTLbXQ~aNf51bKeQvh(A2Js~6 z>6@-CnU1?6hhkSOP|`9&n)U|JcZej-Yl{DV9ijfce&uBS7u(3r$n-C^F-KGCn{7n< zhi&9mDrd`x$%-V+FO@VM46vmyZjC(e)8TIA{F^7*>~RcJOdl}u6;fn>h+2L(2_)sGoCG) zaam%T>e*U95UW98sPhHvUbx*D3kePpU^gX!)dzcPwLjm&d-MExp9rcUdnCA@o8Jr0 z4`+#oy;|7K)8BfjWeV<^BT zpdFRk&~ZF2ZJo`=8f}cWyH6g9lUIkG7t9Mbf(m+pNZd#v(BcWulY_&7%X(#dTu#pC zBszR`1*Vwo1H{khlpZYq+JL#U{;i9A9+jgtM&nLlU!tN&a3-yKp_#W{y$p9rcX3vz zrJwO(>duP*C`nQ4q7CNu=p_kYh$LqY;4Cn&u`vdYWNg(>IuV*oyiG5*+|N#6g~_bt z?CWfj12*t)W}62@s%gV`k`B+kzhu2=ZPNaDi{UKwWZ_HPfS%n{dx?{$-2rxra9oMm z{g_SZtM*y`orhIc%_S2eH6%)G0^*wCV7p$xU}?GKuXillzu(`yR2OPemM|qEwti6S z7tAr~{NTqgc)%(gGpdhZ?XWxiXY(qilVThdZK21@=lvb96XbeAhAvbbzyqct2H#p#=D(`7PSbWiA7hl3Vx9p^f0A9`pU(>xNWn|y{h0ehe!+Wi4CId5D zM;r@&D!IML<~Q)NyDYi2v1+Ensfe0XRulRoHBd&xHl-lhx%EUbUXIcPSELp|xy<8M zG!h^Z5M_{#zK3=+v^wUEi1j4~O~Tr+9()*T90;EfsqEA4x6icn~K9C=&foh2$8AXH`_`WT(_5gTZFJPR&4SPdp6@PfTA>H7@ube za1(ED1NB>G3pQTxTdK{qNG>P&VLL_Q@$^S)brKP8?WG^DTLoXHW}^yACTiWP`2ZP* z{pRbkSj~~9`tP{D#*%PQ-N6B^`BO8ltM{}OANwFJH#_=>O->-{&mLtQSp{FFMjb$g zhGzzb49|@EgW_DwJ_P?q?#I&o?<&9aP*u*QX+Ud*%jPoA*Fgii8pW^Dt4?v`Pq2J^ z8ajT=TK2XM@o4UN_~O#M%cZHt<4P-@(Wu)$x#~vS0s%Cy(7(oJt>-Fauio}7fRv%V z4>kdThOxd9<&_M2JcVAzU6ChRECv8ea9sj^85}OKf#l=Oa^#uD`*D?}Qf#zh4X(AA zeZ7>5z81y#y*afcxQ0=9k~pkI-!C!Razu^vwywi%uA40a*{m!1DY*hJfoh^WmcdW7 zR(qiVJZ6!lJv1D6W$9kz9iw}z0f+pfpkI=}Ffqoh9_N{*N(D`+7ZtNCMo@s*z!@7; zaV__G{T7=nQ0m|k2ZJ2v`|LQC^a94?H(QnBC8I{EgO~-L%SDByJu)F_oF|TrZmfWv z+&uIb1%?0#VKj=5aG$*9n01>=F*i^sS4IPnIKyMiLEWAe*LdXKYF89yn6b@LPvWVD zLlg{RG#AxAlu7WC4Yu~5EmKA?O*U9nF4+gAs6qW`7Q;T=ndwIE?>UszKuPcg8q=S~ z#5;#Fj_)5env1Q!V6_BpK765j%?<@8MgAt`J=wQLeE~y_-=F>W=jPvE8?Jxv zm_V4AQpLY}!PWE>*1k24SGCt`D3(laHb;Bkwi)0Bq|7FzN09Pclr%A!B*P!FA5V?O zWvsU2!C>CwHNL)ATu*yw0p9+7N2_JS=lj{n@dKZ_4vHtP{Wyr0hqkN{e@*smj!Ssb+$U)*JLASQ&9iPmP>Lj8 zKr&Da1LQK~Sm_O6i5~v;=SQbb5?jD%)4$@C)pcQ!(knOO({t3hMNC zJz!p{>RxPx3Q^_~tVECTR)Rx@v!7y{1((Hc1a#r?FJ!7|m|{fd9B(8-loE)}l>55Y zJa?zl?ip!~7PV;R0jWmvqPHndf1yfDs~ zqIc{fM$VWrQ#j|>kP+6HT9PNS|W@d)VftYX}+U}U*k7zz(ITwLZ zfj?I>i6Mh7j_!%9)@o3Xj72%jDBvZr0gUxDO9rFnu)+Y}2{+3V6V3dMMf6gNlxP&^ z2~1#iS97FXDXJQNI%_0`2@a~n3W0-`WolW?DtxVY@X%V8{^;FjZ=L@FBQdxXIp&k= z{;fHQ-vphp1+vlY>>F6KFUIy_lQ|c>$K;3lt9_PKHO6P=C{1Hwx(>Oa{7!29g`P6> z&c*x^Ndbb7@AG=k`N}2lbAGz`lkp;hQ1Sm$f|?XmXah%Di6-fU^!4T^!WD~B zi$k3l|7z&y-s|bGS^N|m!?M|FLV04(PJUdAMVJH~5uNs0n2vOfLWAnG7{W1!`LQo6 zTW$Y4{yJQlSvR>#fnxZTJd2Frd}u%4i5Fw_tPrbT<0^BG5Py|T zXcTf4OO4~zuDmo0PLa zCl}0Cpd9d(eF{r68X0o7qkJ$jHY7-$%cAbOz^FF#{d~*GSNi^^;%R@m`f;mpF#7Wp zrgv=YIAFKvF*T5R!wRtY%p4R(C@0tKQ!*+cFkP`q3V`}*{AukZRrmlB7uu4qehyxv zRdhPpJkSlck)}K3;gG&*|725((XyaB9CUtRGx83eHm*{isBTGL=Rk@h(|HbaXcm_$ zeH|GpNoqc{wI;N1cv2}?IhSK7kkO#0TzK$rRcIDU_Fqi9hO2 zV$g=|#Q-B@qwalcb)f~cpExQxsb+EWXQA?Ba zEJO=y)({F7t#qpnVXk-uL86)c-k54 z`R|_@d(I^`RE}q7)MaXXv^!=bHavT?4Hzgsob=$&It5-^HTHhoDI5wn?}I!Eiw$L^ z+~VAhz%tG$Hy_qpB9Kkya7kAz|K`$8B$lxc6j-B2)!LUL#cBRih(`!KDXTsqP5Rf8 zu^DiQ3_b$kQo-&LEY_q-2pSVe zHQ!3EuAr}<+g69N23!RpvwW&LhDJ*YWF4?)HH=yMX8P%5w;cj`bYBlCTAlHi2ql4uA!s_r5h4$V>6E}G?YMvv{4R92KP zrHX1P)@hN`bQ?=MTkM)PCs8#xJY8eu?fzGCi%?$q_9=-qwYw9w9bXuL`c9snkOq*C z4V0(S$$7?^hb7nI^)CX@GMZCuXIvJ(J;r!Ex?g3eq9X#A2F_LrgvjrNnW7|&0w(WFm+vXRuV|8rXwr$(Cee<7lea@IqyT%@4zwK44 zY9cMRgU*R&%_F^qB@Yyr%0C7WICK;5V=b~@@)wy*{7fWNvgYE7LOs6IY`9@dsoTUU z4(*4OeHA^k)#uO2P6M_iJj;3Vm-pjIB4?=|D>IfnjR=>8F|Fy?FG_s?afY05xo94t z9K^gU6dq#wcd&dnVFVGoOQA+l&$~xW6c(UT>#$MA~ zEoRdnzSvKShe^ah>IN=dDADGU*ItRuED1>Dq$jhi20e3AO2VnTtA`_#u4?6$&NO*> z`Rm1Epc(=~vDVEN*WYkJ@3{s_ZO~ZC1E(=feDm3pL!BnAyd2+CLfJ-Tbp0*==UolV zR2E z_9dw|GJuFhxq-3iPK>wa;d1e2n*S)-UwWl(oy^+)8S<%aoXnaUt1Sr5cig*;pNnjA z7EbL0mebOB{D0}hev(h)vVJ6uoUH%Vh^Z>t{cwGJr>l1=3DK50{`Jf!T1*y5dTHD@ z$tFc+22Bc>$drG+uV!RIB$pOyJ{#jqxo!J&y<6j6fZ}>`{`&TLFQ5aS+aW^O#8YQRse*_r9P%I98`t(a;MJ z#e$>H{SfnrSBai8J_TmqyG>@E>~T!gxR4b$Uh0ezqlCW(`}42Pa(S%Q-=x2cZk$jiTYJIv0tR- zjzQ=t0%9RTWm4-=Z~K*e9#DxBYQOJ_%W{g=iGd>1K`NWhFl?SwjPFuj_PO0Yv)bi? z;b!tsT=B zX7dm%BItW3j_}=t;IY9e-P($jD(FfJ*nLrv`I<=N`~#&3IX%C?1c3Swlwoh`z&LFv z?D+)mpmu!=xBUz=Yck{X?jNQdc%E|a`}FAVd1CuZ&^xWMEU(YIMZfU7!HM!rS!;?! zbE#WfTNm$_>>hdeSDw4m_eu$1hEYVas}XirOU%A4u=0$0Uv5=#iWa&`fls(4*w~mm`F0%o@2pjR4OdnY%UPO915zk(e6p#1Z?;E z_3s$yUpU}vUV<*cOubH-Ou2N3w%wo;TzB-|7Z0~LBY@E(0`ooZ?m2Y&WkE6+z#b|0 zgng*hy*wPH=n(7rzMS7K&!^ZC5Nd!C>W3}rc|?*u0)VXbzArpleBUMB*QNOg`Qoeb zw1nFR^u%GS(_gO%Kk_jp=SuF-KgHS1MS`Ip1-_`N2gyVv)PdxgZU<`ry*{H_}}7l5I3s zwFpmVeG+YsNg-P&$o{Kv@fX2Y!)*bb1`s>H4qqONXa^= zwj~5S`Wz0Yi~@qv2G&0%uvU#_U~y;oK+k!O%HmD?u-;hV*wrt&e!0Vk_)6DC0HhoM z-BXb^4ODi2!ZU=p`tG%C!M9aKxItT9nNw(H8YepqdsWEiH4;C3C~5F$UquBrQ>zP$ z&nT+Pym9cKu)jo9?^ecqCS(ny?Rvh+{@!Ci>WqTjH~l_+x6O!rbRWv+6UbN-nWdK2 zg?m7?;u_0wCJq#!>u1A*C)BEK1o(e-Q#_5Xt*bOemeFnp8>&TAc7^={>4{C+PW75i z-XcX6c0UWzQG0Tj$yUGyUI^WnX!amxYn#<&Hffmo=i#0!^ZS)Ex|&$J`wy{$AXrM|{dwYAC{$WElm)dCroII8GN|GS{2x1Sv|? zUPle@fL3LM;rqA4!>S!W=o#?wRh+=s=!;kMC`WTVNBiAV_1ep$vR zKb_q*sqEfNe@erHBp&*k8DR7UThNc3&g4T(+wky*bk$SGWc|EIw@6{|=*O^4BFQ*7 z%xX|1y+-RYsBV@TA$UdTxwnAZdY`@S{Lt6S0{mG4q`uEL*@be_OP5}j7L$hy|qu%soKUm`OP%K zDZhq;Ke)tY#)weTyT)L_Cml$C=;Iy`F{$rf-Hc>x7J4MD5Cp=o2Dva!KQgp8sbaBw zDCe=OoRQgUTzEfbY5{sm(_ZzSHd*^sJl#@Eu73^!Sn2YX#ula3L{BHh*4Ys+SP+)o zWif5o+E@wVQ+u0X+9GhyBA}Xs*MiEkJfUQR;)K-X$g`B0xTok6h>cchqE|g0v9Gd~ zAlr$!5%88S9+R3Abc^5%ih$3???0n=3)vNqGUbK2==!Zcy8#Z16=foZEs6$SH0ZUj zM$JyY))X-kA}BVf>9V8?mHres7W%R|q?WM5oEzp}%0J^s^ z*&BvOnYx?a`g*l^9Ow%_Oda*c1h6mR5Zb4!B(I z!$-j(6K8X8Q~)h>1N@M+k<7ay?wgtiA5|!BKFcPC?_!KO-m$;t8oIXpudbEj?D}P! zm~EifnV!~oQ8J|b)V3)y+a5`*z@=ux$g}eIj+SKzo9N1wvAPU*8A1)FJzW<1cPK+G z3fg?&(_=fv4TdQ<5kKb+G>%(|L^H%gC%w|-I2$LH$!PkG|3vRvWcxQZfT&SE0T z$bvjxkEcIvx6kn+%=Dy^=`^gRQ1rAGmjg4#gSI!YSBU}qNf~AK4pgO0uaO0+0PJha zQk6lvmQHQ})yq=aJq$Oz-_97yO{-n0q!dcdzN@3Na(1(J_*3iENJ~!|irdSFs)b7RNqNTeoC8WYo`!NKcAC*jC-#JcM#MoD z59TY==8rPe*mYhfVRjmoEc@n;NqEk(&V ztvg8AF5xutvQd=oC#I9Np~?x$T8PS4Lz~_OOE|Zda=d1ITE9y%$nb+U0VbBP=rcB! z<#WG^n#ziGi<@rb?E>q{em~}lgcL?;AGgJcVGUR@XlAwrMZu-F4IK4Drn1TA%j&R6 z=gaH#O$_~OEBI{&g`a+-Q7>b|Mmxr}DEVrf{dUnpq(*^il6D)`F_6vl?*{ojiRV$s zC7B6r-a%LqyKx5W$2Y>Z1JL}E=v(~UK;>%-9kaj2`04nz#=(uU9BolD1UQ~QefVdf zoax=LtDM$hG$C%`dVjGxd7AzJV-I2XO_%xg6>}}fMK7g1TK7wT)92%~c$r<#yS8(U zmmak2qhpcbJ6O&;X>qVe1b|R}YcVr*T&a2<*|)@}@%iy}CG7b`3&_mszeJVFZsrXo znyH!ALsUoQv;P8N7Q+oU`8#Oj3%qr@?)Ge_x8W;MJ$JfpmsLDJzOKhtFs@4feSiP^ z>*h$WnZ3BW_VRKw^!eAw{a5=0I-`kU@6wR{&;dPzL^J)DO> z=^+q`KkmUUsko}{rI81X^S*iH{^4+QlUG15v!2vqlC)LVU3;O$++lX#umU4~KW`v- zK$KAW{{<_;{|PNZfEMBZA6|t26Uzcs{@S3e5RPyM*dwg5R)qg4Y=E?aJHj5IkNl3+ zB5W40{qF+80saVYtQX<4z?J_7Xe*@Se+neA;)F2*`2IW~9$t6a*z9DB)!6Lc)n`ECAl{5{C;Av7BaIC<`SB(@d-8V?rMPJF}I^0}^N zsRE0C`H2Jak(YC&?_{_0H`bF%1swof^)TOm03x)F0I~sl+%GbBPlsy{jChL)5werS zwv9)w?+H~T6dBQ}^DKV%=p<2rNPt1Y6pAY*;Ra8V@QofcZoQFS0VIzT8G>U~A7mAA zAleb}VlYH>O{M`{GBPup=9dr~kFXmVaJk5Xi@K00iUx*jG9}852Ev|STM*!}6VCJ! z^4U3Yerz?53lb5H-Lga6Ngd3SNarb0>tld5sZ? zn3xPFY>Le`N=cO_Z#M+@4b2(YL5A_6Ehim}0yGp(^dP>AfWK+S7!l z50(bLguYYsM;3W)KG#eTt&i&y4YY8H{)l@-&^ekTMB73i)>InvFJz_D;g!QNK}bVV zNZVc_64j-s1J0@*U=ucMM0>&%2)VE%lk$!&X1m;siIsXH1qX@FAt=Bl)E_OC!z^5d zE;>*tg-{h!=@aObXsD{F{l9@=L^2!Zkc-%9cnixFV>w()5L0oxm_$0J3=6( zxRXZ^;k=(tHt&C&Wp$66Fd6Gp0|hzpKQ%=1i#=R-{}jWaSEo0J7X|B(o|jK2F- z_4H>JUUFM1ms=IUqKb%T3_lOaMF)SKHm%WSYjRs>G@P51X6LPDC`guDgV06M!`Nhl zeYm2BvE{yHhM{90ed!SxbfJEco;NA%!+X4vq58<#v5)DM(4STB+@LlBpP|*yi&Tx8 zWeA#a^L|9@qbArx;@)#eNy^n=P;tw-BIZJ}k2$Qs!W#mR8iPFs{_LeKw407~lffS1 z6maP}4_=x-g7)0S0*y$Oh4;c|*4V#A)(aE56F6dGGc5VQ8~kgNNqsTeJNp3r%il!g zbd;KFmaPZ;*3*izw%AJD_N29zYCOy}EA`fVL0#-6S!3+W)M8Cxhr}WWf!T5pd*mTd zqC&7wVZa&CJphGbJWDs+pc9fP8!4c3m`Q&{WHA+Yg{y_HYQOdq9L!O4j=Ow#dC#`WY>`tqBPeVxy|0y+dQ82ufKduL3DU<+kE?p^ zofdSR-9ksYH1J3YZS@`sC2AF?FC@4~($!RaJ|H#bo^0ipm$2eTrqB1$Y z#NeZr{s+EaKM)EnL*tG^ody?_EX!uH_Bl$~%n5P9mGeE2_n?jQZ%YWLHb)RI&)_bM zEfFn%!bbbR?_cMSjkr3Zpds48JgGOJJ~1RYQuNX?87f;IVWM}?QhyY+y%f>E4>^~MZ4g@HrTQ$`+&yzM8Wh%I$(KsqnG(rCDIrjFzQ{nID z?YKKNZm<_=og%e)l&WCN(-TuuJj{WagPyyzzWncxM;C)MLg={mAuD^PjegOfKLeT+ zPCvtjmT+`}EXC{BZgxPIyQsspq4vls|NU@!3Lpir9Fxged4o}H|NVM@73_4d z^u5~g#3*?Wz=u2CfJ6~uMVT0VU#Orrk+vQu2JOe3havROFqlmL2Gc*b`e_D9-j zjdTk0o6l|AK3W`Zk@<@3C71d%FYGyT=)s)rZF;efF1i23ozI}@aSR0-+9VKP5fN#V z1(Bpe2vC5PxI`RT6ez2M3-6k*<@gOV7>Q^JgiNQ!iAdk5 zKAlBDXbPkhOmP*kfY4{J2DaPT9UkbYHc$wHfC?-V95f8haIuw-LJ3Wnk=onfXs;K4 zp^S~;i*+Pg5j!5%a+@`j+6rMNM$tj^R{)H_6RDg~Q=2vv&Sak#;jhaU-bQ$S1ZI(AWAQjy=o<=(MHR<=Keka{tqXa`7 zNC0jTmxU3oFpV8%zr>)^V7s|(7iP5^9b^?~VF1O9Xs-=+`BZT@qScf~7{@ASIYGIv z5kQuAN%ed3Ih`kB{<@@7p0SFKZcDeUBqfY;xUslBX}Q^ZW3{JS2iJ$YUz8!ws#i3}m5eP52yxtLo7g%jOmcIk z#0!ecG1ya?kjG`|EV=4ej;cMH1T0g0EFf$>6>NPxzCGSMopA&%ddkz@Y{-s?Ko|B2 zv$9@N5cH5}n}AaHrw>0TUZ#c!yj3dtyZ0#u7db zX@T0WkOE7%l6^P%HK{!d6tp3P`{e~>nT?9qreD(qlW7)z!6q>{dN9^80YDU(VBH1Q zq=8#zqWGt2p>N>P$$6O)Xp?1}w1q7709eRO=PGKV!&Qj*MK~s^fyfrxo9&=|XU`#_ zP6u{9=(`0j?j}n9iH)B~NoG$}fR0nphbQwSK~d`p@%Mj}mL1KibK@oUQB%eu{2&k<|gju;Hy zUIb3cg}W0|EO}tyXMIwahIAh?93NESQ>Y1*Tr5l&r5`-D87EY--n48Ydib?&!)0M)wLYLq zjA;?=zQuHjd=Hz@A)l3dsOx86;R)dRgi`8L*fK-_9*JB1t-9(e!w_o|z-Y^F9H5_* z4@K4Np{lvMf>On<7H4ap?`saIn6`dkXt*=RC=hJYr3;+XyR56h*ZHfBNp}a8rguG* zE_MjR`Je1!C4Tg~4rmJg9G5Mt?SZf_? z1rs&uq5-bbsvXhCu(V+Tigif8(qf*df&__!(_q`jidT8A2biG_zY^yn*nbgtyA?!0 zq@@ib?+DL3i|U5kcAe8sD4UlP@#z`fCJl-sdkglh zXcE_6Lwz=e6WV1SQKyd*Zx_lpudH)EN1?v{7$aB}sVbhdNr|6E1<_e2GW zk%5u*|0aSku`{#$w=_>{JQ}YVX>(f5KGpiiA3EMozXyR5Iu{k>~ z6!7u2Q$+K*R7id@1}~fh^9A>2XmNSOBe7laXG{B z@TnYzK;aajK*Or4;G;Cqc~D6P@#j7fSUXfxE%*AG2?3%T_6Uzs4A&?%B5EGf2{G*g z#hp0RQ)1blMrTY4jlUv$mVr4`4jsP}(vHHPqE`UHlmQ#T=(U37+qIP!4 zN7LGIN3vvWk9Q#Qxit%O&|~zEse=a7B82SJKQ%9h;(uzTFX~JxCmvHjU+8#gL!hRB z<7s4aXPfXJ&y_Ahe5xT+&NO)mdk11A2hVzBN)L%yY+-UxllQItI#Cr0eUkm!2n(4C< zM`J{~Q2;vdO<{@RCLS^MN0K2Rt45dW{?*D2YhsKCtt-uURE59nSU#NxmKRYK{TtU8 z68kI@-fuUXzM`Z5exLVg_5M1V{2AvRre}XYwp4w;^{0Pt=ybWezkhzNtHD*}c6NQd z-ldGERKK;gw0rw}ZyI@!2_@~hOj@NhN?0PKT>%!&ce>&*`DWLrN@cMpYIy;Z($ z=9|B}sx!aU`Q9(!zu^gIOF|Z17P09mbSz)uY&9oeagk>PeoTaeX$)iygO}{x#ulUa zru^6a0~pF1el@D~AtMp&fY?Y>=f6sluAJ2^Z&_OH3W~$&EtIODy>mdj9xw{qO*PU)_S!pt`aNK?3Q7^N<{v73d9<<$xmr&jOhoC~_6Pfs%^+zW^om ze?SBI{{z5(KcZ;-53C~pFF;xSAMhZ(lQ@VQA&C1X*9G--vFrp=JqS+|R0~y*B6NG#b7@1O007f;6r6c}qnDfLR zwM}(!0b<>m7AH|qWtS~(b*b}0I_6-eg}6}EMQFsi2RI`Sj43SC+RVV2bBoYf2;&Bf z9S~?fg6$p}G~-VLnr3G&!}V)TAOPM<1R7Wg|8yl<1z)mH5QGuZ6xf9j11vSfyd0FA zh@0)l<`el3usTc$BOws!9*iE=;crLwwfb>k@HkRb%^U;?%y^@u1WASlWS>}4B9!cF zPHJBeWMh|T1PO)+HvVwXJaVFMCHF|IC;LvCe zk*`xYOw;J-uN$q?A)qr0uh)%SRIXphk_9>X1m#ZP+o-at{(?=s$esnb`f#&nV1U$; zigs2~gg;>ACh%O514Vz2R3?bcs3agJnYCU23fP_^2jC3-Wj5X(zl~6~7wKgecp;USl1`6~gb4Bmc8XSK6sVn$WtC3;4SxiOa^1mO0<3)A3r0 zIHL2^-!1rB@y&}#A>(uSeS|h%o>r|Pv*xTfkR>UqC1=6J~NBsfzm5Pmlv&)2c z_${!5U0zCePZ~M$+p69iAYrSKZe-Dtg~E)PFjxvEJdnKNJg5{73JVA!UU=eqbDG4ThC*Rzh$!in3P#*@HvdIeJUU*ufuhJeZ6NNjxJOz1 zeOHY5X>(6xfkN^x2?8U>9i^AN;k|M;X|6av6;^a31cg5-9sC~$Tz>|MfVhQAh#8Va z{~)3%V0CA4XFT8XgB?Inf$dZRM}f|eU^d^@x(UTXj~O%wkriG*Mp#Noa6YdXww4TB zu66N4K8a4#+nGvP3^oO0J|1!Y3FbTQK~G~ZM7_vUo;#SovNTIz7n_;zSnZob^!Z|vb@=3Jxzn+9IV z2MWU39RiXd^6;(Pr_P(f;o(~q3+FKod~Ihtk~eihZCPRvsLfvio4YMf)DB#Aczy>= zJc)hOM%RyPf+k=N&k2;)p~IY0Hq+~?4$)5QzDg4-wDEw}Wsc!A^wB!kV0q%&LL}Vw z9)}$dX%db#QP*fXTin=?~x#E$Xj5ty2Q&ge?wq_@3I3YgHOxr>+YbHf*s_+&p zuwbvFNkRd`$nd8ow=5Bik?QpfcAbIb`Kr*FZSQKMv+H-=VaV-;mqj&(ypx9SXW6Lj zAELb4t4r|sJpsPn_9p_+NzXuvJsBw4e*(==Q#`DID?xuO-+rh!s42YGz>T0ROe`t2 z^dKn6Oq`5N|5x+NM99R*%#l(v3ycQN#KghMn!p%K0myI#|D&VTM21b<@;*q`(hlMF z+yhQ`W!t;Ci6UfAfw-{=eT7Zh(*ES5(ygns_z8GE>BUT8Ue;w=UURy3Dj7*!#1xgi zj1r80a;5uQAw%m8gvE{G#ck$=lLI?59v`TPW_)D{>I~wytj>v4TC(t4$6DY!6N5O3 zd}MTW4zLw{Z3l3mK%4=$_CRn34lQjD0D=*a2cm)WOG=N4ibVM68R{E*rx*94;PVS8 z3yH-kQ44Ek{#7}olGW-erOU@JL#7XXkR8GD-!`qo`Uk(q?JxQ+Rid6GN& zE|zc|>K1DK68+w0`lv?(s;s={#~0C-&5%tMD5`Rn`931IvjC}cf=C6?zLXJ^17gMU z@WXP~17iDb2+RalBIJ%maZfA)GLrAnODBge0(~pzV~1tuhV@(O8yxhHNqw#6sP9hx z2gsQGcOgJG;k<(+y^$zLr-j;{hQT(^IzUuzvss@ID(NpoLE2N`*w+YD4>&_e;xZnla zq6HFDwY3GJfTi~f%|yAm-AggUyZ{zwX2W|$yAPBr8?9Kvz z@h0VU!n%h5t!=j#P4|r&f_xc#+8I9}gnmo%0tUaR0{KzCq{Y7Dr}&q?RHwf&UkRAr zQk=i;UgaM@(E17xs_p^vlX`sLj7VkQ#q|&0KE7YyQxo6ra$ncQff{p*Lq`PEfPzn9 zU!a<=44`kap6`WV(wU{Xp?g3iaOg*IG5SgNz<0ZdB>+Zc2pr0k%+k#EzIk*`V{Q)A zxXk+0&=8mbbd4kM%VPPZ91BO9JGQQ~{!kBt>_x)9?qfKuEx0he5pQG_>qbwSkbC}{ zkPz6^&eFmRUVr}p1Sm7ZFDr}|u+u*=GzxuV3a%c&>;WWzzq2+Wwt^vxyVy05T2lMq-Ec)3{?d1ZR-`6uSU2 zP2COy?V)|g@h>0$6x%tw>qcs6>$3x^s(Se;(R@a^_bes>NbFsbw!;8$Jr!>_{;egS zV)}Gv-AMl;hwQ+P@?L*R=07j?LcOpXnt-;0WXjU^wwoKlysc05KBcUJ9~hrne|lN( z#0#Wsr}pSzeaAs}SpMqz4Z!K~j>_~SC&YwtiK9?x}H-3?BGk7%qQCsj-QQJCop{X05jkO z2%0Gf^LKId8-@vAGhnZO8f~9(Pt_(~%lzX3Iuig4;Og}6$4sENdGL+s!Rw#rZ#=W_2n;4`1(rabJ`jY`g*j{C;{ zlNZe1f?G{%zk5sW2%umH9y9*MZecI?&Y!2Q(Hq6}p$oBW55(nv@n!SQss26wcHKS= zU$g_{2(ldxXmR}PH?{cois9@Dbg6Op%x6@s8N7AFzWIZvbJ?qhJ;Vlh@v8*<%|hGQ zy#AE|Ac|cF5F{LfwQ~pZ6MfOa93B1gjZ^=K1ChC8SG?hlT^;O$eh4M)>1=OV|3(6u z+I`bH-%0y+C*Vk5;r`?lxS?zN1nvcO{odd4OYr;v?p5La_S@O@`aJqIbpY=8MiB^T zcaqi4?3s6a9ZrFI5&FVls|VYDBaDR{0dsJe+6v+atdxSSA4XMg)99<{mc05#Efso|$H1sc3EQPDb49y&u^wxA`sqkUP2@;~tTsW^LnpTKJTZ?`J_|` z)=YxpjS(J$sn+RA5J+X?MZzX7(#$SBxQ)yK1QJPmn!IO1D_E?PL`i`wpga9^rHoL@ zL~tB#pLmxTR6Y`O`*}$2`p6Lt3g+b4(~6_j5wN}#NC{lfUyEdy?qh^O?RZkQ*M_P6vMm0RD!ntA_Azrh98WZ&h$jshLvf1j>Z)WGPujlHoajvw#JVzSU@9`J-}-(>27hA>`*nZ-G0Ic1n%vBsZ*udVe=|<8%J_r{!lV@f2omwz z9$XMfV%%|ZyUoFkolpLW;MiJ7LINT}{A-rS z+-j||o>DF81=Dt$g4m8ofvRONU`Me_gFVb4(x0Z?tP>+K#Bj)6Q;>WFOff#pxQBNY z+WBNkE+(;O5^OD$V}cd<8qf=XLe!qoXQnGK92&8bb1V?ZxB0(CqH$2tv&b2h4kWrC zl-Cr$n0be|KQ`1RH!w;%d1GR&E+RNGME^ypj=@ui2FvmfS+#6-4LH3LP5;60c2*)e z8N!mY4CbT-av>;)09%&&+g0kh%qS<#Dcj>|x(wrpx&Ztcfi*tww?m!|SmVoV3B$4S zx@QBvPJw8GYp~1ZrBgu{rYrW$Qv`eIa;!{glgaApe zo{IKdyb(J7)A*Wnu8lf^4}w%psTV5Xed58c*{L#jvn(;8pyF+XuFgd3D{heC?=|Wa z*mi2Sdb-Yk%RUOJjy;7AxJMa#c&_8`zL~C@!p%8l?DY(_=giU-Wu5*pN#+|poKN%$ zM^08mWrq@n$WSx);K02DXRRcexhJ3@stcn_6-pNCTReMf=d(S=SXFh`A zcVMu)<^ZXfWBIgCa&y8-O%ry<)G1iy4EUECJ4ZkDq8@l9fm{L&C|rJ!vY!xaMI?w_ zaNsV%Nka^5C=?$$v6lF`*x~IdPm15eIcnSoM(x2vI0Iry`widPNkfMUaZh_?7eXQ@ z#-k(Ax;E?BrX91K(Yd#;`cFK=EVn_k__9FJtgpk0`~n7DqrmHIif0QmrSNY}Zyhf? zvYGMmpqJpWNpS%RYze=Herdfd)*vxz zlmAw-{$v??$*ZqNiml^$MuDSTAD-Bm>SdGJ2^!<1ZTtz3x2q2>u!QzEpy+noWY;;Z z+GlHD0F<#KFG~GSxq2lG>Gkd_ z?La}b(h#tdtdeVaxcmS`Bw?@o%)J3`r39+YF<=T5%*(FN7Ae31kH z_MzK_IsQ~%GDBxNMF{X8Y{`9E2R;S2_sQr30;H&n)SsMlB&o_z~NNyX6o80R0grkZZnxc(H$YbwwvQclB2+ z;0&lf9-BTfzcLcBMS>Xp$$9+fW2i?n}9v>cZ1WZo|#H?uz?xIW_-+NKkx%2O^s+y(J!-s{7pH#kcJ9rWkRK_v-Bv zlBNy-SQ=j8(H0!aLfmQ6EW`U6`wNyU9gvWPTGi!49K4r-r>RXpG$O<vnk&DWgmDktYxIxoEl%b!|fT zQirRiATAEVF+nvqF1S`7!MDVr!wu|{tJiKktQ^hHH}U@I+DJUmVE)CNaDHJcR%UtA zenQ0Y67)S&6oEI~5bouH%k(j}KAdPv^F~5Z7F+mrKCPoujA^3!h;CBUMQ((lxw2^l zusSc};)LRy`dwYT$S$Lo-xP05=2&IA_Bka-=;{i((I$}0k*L$_O8k~j79k8#Hbr1}lTrS>4yl{{=ef2&&Fxv?- zkO1*?J~U1H#85v<87cDfFX1v>BcLul=x~+|CGTpwRwuO% z=GGEx$tlxzFq#(WP1_w&m_T=#m&Z>?Q_6M5=snrorQfbdW>hEHq5>HK>M85 z$r0N$=VEkR>7{&uOo!9K9oo*)`ElOonnS&-sCIOtyGShj!oqnj)eOOcqi-xZ3x%e4nZ!f9vL&HR6S`8cu5%e0ho{j{1 z{d6K1J;(gIU~r~ddd|{_=XP2WYgI`GPsK*Gj{%!e8IJ&ClSNLA4*+kW&0@HLN;K18 z%7vc%Oeev|6452fcVf@8Vl9)bGs3>jAE%R|>T|AMb9zzdV=vdYo)+i1`hk?YtNap+ zM7zDQQ>=&eq3G7pIjL(|O)wR;q>h5NG35q*t+yH*7=#KL>vx@$7YGPrA8Mpv^r}&Z zBpl$g(VZcAwKlZt1{7_VjyvqrLY`ly=sUoeS!Dc$oVNIf>l3ozvp)yJ9p^lK{89sw zKvk{NDp{>FSV7H=PYmN$=}>;8I-dMhN8JSJlwtF@6VZS%D0^dJpGc8O3yp}Q;@#!_ ztumeb@!FS+LoLw3^zD?3AnwHnKLE)&M3kVs%QD{>t<)Bv4FENs$9Zz$J*VD_GJo8Q znhlcWEpx7IXl|$e_}NQu1W}ayAQ~VL zmI~qc1}$;>^X2d-OKp{+{#9zSSf;)@DB<0zwjSW<*=@|H(rbhEGT-+2!1iC})3N5( z5W&_PCs$k5VM08OGIHFn6N21MC?0K^k+IxzFCHM8inV<(xwQ?m7! zXYONR<}VmSK_fZucj>#6FOl>2K}uxfA40++4$7+*e<9pXIH^=_%f^4dtyvq#OFC_h zBw|5T2Dsuj<=Ftqw0k+`KUPNu%o;Cc&m~LBRv4MZ90VrJTR_NN-puSDnmjc_xZY81?Bd3Uy z?uRaj9J`N#J@+;4vJ(G>5i7UjcYsAqJ_J*qAVj|0BQ|{X`&I^D^`$=_y{iju?rksb zY(}xpAR|ycKWtKn<_eKEGo1`taR`237Sm3(lHTwmENp&00&WU5Y*)I)tk47m(< z9=QL76wjhOgKVdJ?X@wx+VKOXsQoi54}I_VjMPDVmLP9=S76r;oAp$}Vv-|AVTi@n zuN(?|uB4oxIy=IZ(R7VzI)F!k32qR(4`2vuvTqMZ4c43I5#7#qsL@K?A;!CWokS+t z)Lo#cWnev`Dws7&J_HY5oM4UJSV4F}IzSfTQ(tEthD)c3kw`g7Y2Omr_dR}J&}?OF z(hZX#ZDSr3%fMq(PWDh(neT62%A@;3JR-ri%SYKK4tvaPbxZKF-iyrIR_Ov z+tAL*V(NfjT^Bs?BC^A{ZjC^#ZMKVKDJRKAg6EXoqr6{yN{0{8*{z?Q#`;C#l8kNR zE7@v+(HGM)q{vOiHHpG`c@6w*4gkaG>Xw@>PtRQLL`&_MQ?Gun2)SAYs}Rt12|HS` zk)g6NZ3q{bZLqu*da>*XWQOkc!Uk?>P5Th#4Pq?QX_M> zmK1yUr3@f4n1GNBNcJ`sho{=fhaNiI8XTUpR^wgXEpYvJB3qlUKn1df0@!Encfn~? zSLfA7G>|JkZoigTh~|@`zsqr35R!N9#k+^61wl7_Co7X z+55Vv*YWI4t4_|p8^cgs3y|-aGz$>(p}5%4TsgLX-P-Utn`(k-tTaAb_DRL6 z@2cWCbYp($bDixm|B5tw|H);Xdc&d{@#u`st4tHy$|(^e_@|$D2tWy^Jw`^Rik5g@ zhQAmHYLi)vPF|U=puB-Ct$4zuY$+TQ#c8qCgC69O!6h+uKICQ-wb=eEKUC0RTFMN=hO8Hw*2eDq_Q>ml+%hi+ z*V|n1De+NN&T5pwDDU@$Y3mi_wE|F4PfJl1YT@6H%)Y{pTmX!+hLpzug`FFx2|{L{ zhiZM)b5O~@wA3?+Y0ru}=+uy5??}0Ws>6SMXwzNSCEBx5!W8ZI24q*6{aa1u;D4aq z3XkiAYG<)=c3k1h*>=>M-}UN#`NZiBeVH!Y*OM0<4i|l-Z@KfxuInu&$PE;0f8;Pp zP~Rmvsr|k(Z3M71J$l2Jg$U{yj^PhZ@1dnlE_p(~wHESVY7yTmY+_pInxlb@Ofv<&RUz4Zm&1#&1^G?B7yX2HPHrIsU zAp9QyIY7q0Iv5@Jw*os#?^K+2HSyCQjp5+lOMa_UlivI}-bgbbf69IuF)EMv^Nqik z3T}xcQR13oaqYebv;&HAJbYYAhxau6Kqg*Bn2FfpvhIxc&8<)!MJb~X35EKGL^0@n3N+7$NI>n-pyC=nK8P;Lwx3=K4m z^=Ig{!Q#f%AbJytfBvJO_0x?E2~{=;9jOlLS~_pnUxM$gU8yh=Vy#~JG%F*SRo-*7 zt+Y(5C}``lszaKqtbVc1_t^9Q+~D?7%DQc&*9Vm*%fY!e3<_@0q|yK z4k;b`c|ie9e>s-dHFnBzuQTnza!#CLdb~sJ~3eKN0p@2e>PcL+bMwTS+lIo?ct!k=>}6& zox0AC48t}^J3-hrc#{+;SmMd_NWrVpgQD9`Opv=xLgbb~v}LJ6c?sfR)fFi61ek`| zQv2@k#%)OTIo4NYhI^6CCaL)WC-mb$dbg863fy%Tz4_XZnG`Y%9SQRDIal(Z&fmo= z(*YHAe=GtM3%pNq-@lIYc#fxP<26xd#vj*3wrioic{iRJmrP)s{7tt%1v#x=QAa<| z@18BP&-*(pDO(U5o@%r&~VFjVY9r>r69!29OL9Jf2q~Nb>W5h*$8WdeLB4-O-K!2;bY5jKVGHrL^?qIAbNY?%J;%5kTqO>`I5bm$! z^O0?cq+3$qv=kNPbbgd(S>1tmtll3s^~54%^}|iF`<`u|o}Dqjh%dN?a!n_l!uKg? zf1$QhVk*Dr%#YX`Rzf7WZpg1dCPerYP5F0y==a%I%2k ze%i-0^$Riz+WP)AP0BBtjEIVZlDP6ttNXe${VIgxB&{o)DO2gQP3yFHqJA+=ICqk< z+g1sK1cT3{>D~en&E}4Fu%(w9P(qOmf8a2#Seqt$g_CGK58!7_Hdf?+M-d=-8gLp~fl9YGf#Y9FZF^e@0HQJfd{9eW-DHo@uCQXVCTZn{I zeJzZjddQsyo!mmuk?Q<4p%6i`t-7CPp4C5-u)6O)h;El8qqL4&)!)n z_oY_JqB0W8A{I%j4gV*Hz=@C#aeNGj;xPrysN_8Xu*|Z8*C5(DJ|B~O*?oJbvn7W7z#*pFzHQvAi(MVR4OETyUr+lf!qo_Ys z0_Q4m(6Oi}m-*4hx0X~Pd`MS=4FJY8=MRBcMP1Cq^;MApq7G%VTF3HI)Um9Wt*RmU z6^|79uY%*7zP%0`FB|+xTtb4oi1A)FK8lIc$k|(T-*;!e{HPBx!Yb!875kA zMYtJJPH+|QboP#c-oydSsrvfiaVivsRn7F{;*6Z5?=RVU-;Ah5dWcXSi_preQf^3l zFxNO-#qWPCGrW=P>$kR5eX20UmgTNl+ib@a7H!aaz~R4U$oUA(KR-Tg(>2s(z}bZ6 zYUIr6qPpau7`jrUe@0s@<5pI25msYPnwcxbu_>qSLQI-F&w{8c(EF}EGFj(3^>z&P ztcy}{=%Qo5&|V1P5ZhQXn2hM0r9Z;ot2Q#H!$l@YeM?X|+*A{WvHO#A_Hs^@=be#Z zKVC>;fmNsaeyMDqD1R@L^E-@Y?kilVI^k` z#NI}d=eTe6Kn_Cmnh!1t6_M8=JJRa~%BB_HHr@2G+`@2W8kFqG3(lQwD?{7eG`?5~ zR}!3OUTjuKe{mf!hoN)5j&1{C0n@t(8Tfvc7gr&Rz*E|BlCtO|-UnjiMRQ|jdY-|q zww$J^y2ymJP56?^S)&hKIG!|d^$K%l14-}=<7^vft9#34MSTmSn0Kx`f(FPZumU)k zZ;~Q4ophQR@Tyw+M>`^{8br+0i#+=kI?U*->oR5fe^%G|X~S(dxF4q2qx-w9F{&eF zwuLxU?{ITVyGpN5af=|5^fdM<3jHg~hikuDg}r;JQBu;%YxdQQ$Bn~;R-xvtWFSvV zmnct!5^2M|k;JZ40IHv_`9wUXePUFv^49$@yc?p0C;gE(Peo!RhmW#zupVB?Ti2_( z#~SLhe=qjD6yy>=gAjekU@AiZKwWPnguf0qoR7^to}F`AD%^DOTgc)T8QqzaV_@J{ zNQqvt%~7D{vu2?8yNs(RwoBGtkhoq-No;fyN6&cZuP(v7H))Tsqd_AANOGZee4&pp zCKD)MPc|WupW9Ap8Z%nFvGI8$-pUzP!v5%#fBN!d4%uvR>&M@ZrdSq}x2MQ@c`8a_V(b;Mh;58f)WEtG$XI%t_pMWIa=ht3<^y76_~%uzP;ISRgkcQI)Oa1lG61f9~!~-}53)y!ynkt2&`q4;|cfj1wf5Cp> z$O;tOc8^fNvUEjly{*UYG$wag{c!0-wO-}em#KmfnR;s-!;m~pAA!)fe5s`|1ZBRM zEkKk(w64l+=kzKZa(E+L4Nb0uV4mXciVTbjv%<7;)@7SVLAUNZG`(+W3+0cvMf(DU zQlZIMJ6_0)esCNPaU@%!ub?QWfAbcFz#A_5WuOqUH-|&{ERq@6_4()aIjk;>NK*2d zgL=3Rf%zByIYFMKGSfLaf9hU1*_G%>^|)rk-Pv`k%8#bg9nqfN!j&w}!zakPAH$KC zyG@l>?r2fv_kJdnsiB2iw#d7|#j;j7qsAub;bOMIn4D0;SKNEekVt;ef8*#du`ZQe zApPK}Z-4C}(rDbkOn*Gg|Ap}F%0gt<1cP`b!J}?pF}LW!_u@6zs-Ff=sL z2%y;rA^2jKaLKoKMx9rZXeyhoJ{_ftl_y8mb`#4S*XopG*e>si|BA~X`T!0^B>#+S zAxZvZuvM>w@K;^pSVoz+f3!=FUvPf*m&x~9eU&Nw*5hBaOLm^{(dD9Wxpl|A91 zzHc$eDs;+8@G_A>_EfZQ&{Mgh&}`8j`{6G%3HpttStU_1kwD(W@l**u3TahhE${qd z+Zbq{L5+2KKl1^=K+g`W^<)8L9LYI<*L?93C=W9f2I>vda~foDe@wS8(Z?3fMR1TJ z`7H;?Y~Ta&p-G|m24(Mhk9-fA;a2_MuAF@`;QFxYFp9y{l%GMvS9#zFC!46#3~Rb5 z#0<^6nFt$;XMLNCVO?LXm)ij|_XDkSq<@$D1MO`v)m6>RD1NreCih|{)*;=!<}k-b z;y2d?yf4O_eGkgaf46i7Xn99=s=b^N&|enZz7~!laK)>yXr>6u?pnQGxyaiwIADLL>1vdj{6YLo0aO>QS8#%@;MT9HcVwMcIHmr@W*gN3@%Bu`vV92kD~dq>PND+ zu=$k%j)B%LHKwVl;G$gk^(6}1BroB7Iw#ihm`cpv@R>=Nf6gc`mgWm64JHJ4(9RytFBUtw&Wf5yzzTj{k`DD>TA-gUNe z+__u^YpqXoRef`Mm+(zNwGYXFZR2UwtDG~reABp!osA#zPBF-Sd}^ZQJ9Vtgi*PNe zXdDv0m4Re(e*`J#uTRK!+t_O5v`fg23{bnTly7Kl*@2;>mcGlwiaVq1)MRf|`>6I& z-jBhpTPLlc-s(QUS>A4ZHXz%QhQ3ojwugvvZxg&f%apdsRMVeIMmoEOc+^lvcp17I zcDu8Xxx|(i$_t(la#3E4I$Yf~M3Cawyo<#8vOj?2f5O^G(V*kk1Esc^L2_f-v-n2L zdnAX=R$)ji^AY@Nx!!XAtg(PGQ$f-j3=BavQK93Bo#EZ4i63gkYTx}H8C(itQ-`h? zh2<5*02HiW($nZ0M<=v_cy1(5Z+*6n_|SRS-BW`DjRPOF4pZb5e_YM6*A)nBx6v3u zu1;1Nf7Ls;F>!^nHF4rQCOGoHY2H(Wo7|ONq2Ps@RVaWidn=IK(jYjk5hWvZRhXBO zd0+DDDbH*${(}FT&mCc-xqkL1%N=>j;zf5?^*%3wk_VLw4j~YXw5#O`qeV5Qo_8c^>Z~9I%07d2U%H5p9^B@Be}OlW6uYN>36A36X6KW$7+Jn2LDEyP zR6Uvw4ma09OI9|SG5_pqo+z&xYlV*CK|_6Mj0b!F4?VVryV$3#Mb{7>+;8sVP^^XM zbOJ4e-if3byJIDYreVORUCk0cFLrq>eQx@cnqn8Yx< zP2hDH2s*XZ_A?3MopF62H88`t#eia>x-)nWsGkh+d2B?9#-wT3s27i965b9U?`6+U zLTD-eURn`>aEK&lYrOQDoTFu>Nw!?88BgA3sK6P9$>e>W60Z)EY~VW?xoY~Qf2bs@ z#wwVw2*g#-2>7MiU|n%n${xs!NL;$sQc(7d{rgYdhS8RH#{K-?oi(}hhfWmzPb2Iy zyDc={L7A1WjbOx7iTaN(==(TOiLLbBFwTqzEmRlQOwaGh5}MU&#vY5KFQL%}TMOMW zh|YV|lXB$jNyWS>)IlweF3%Aaf7Ja%A$o%8rM~$@(N8-2E4t%X;aQ3_G?sZ5KfXzJ zj;w{<2Rz0kM8+OV9CZ$)eg4=WI6>1?1Vs|m?l`<39n_i=1$Pp{5)J8bqRY_rD_E)y zgg1Vd$ge*=sc&1kriTrY(d~K2QIv6TGunM9bXK~EcwcG^_uPhUSc!vYerY!t9tbu4#n=qzBD&xjt$=K#4ff?I_9Av zD_AZRfXq4{gvzxK1Uiene}_}*Z#1A#=u9gDE8KY)UuEEzPO@2_I!VW73Fll;<<=-A z`c7{@4#b-cS-@Yo`M}<@C3+$D-u{5tukeOTGRsUAT(8xSL^(Q343gi(K76H1c|J!p z_x>;tCie2QEqAk5Nq$KDxHn$;05n$Q&udigme9=n$qRF<#>|vee=dDP7$vOB9qZ$1 zYexKXn`rfsL+R{kMP0J4^ah>1AL_m>yN9Xr=lR1bS{aZ z|C*BB9Py&NKfJY;e=C2xqpz^qzrcp0`;{wL8yhhe$k?y&$}kizR*b6iJeI248@%Jy zEv%VqJK40s-U_vmOlEqjb!7Hwou>dxU;8!qIK`F$_Tpnxa4}AcPuv#}nivYpYm9Q- zs4%D5x^78||GoC8N!57Dn412WW&6Bk&}Y4BJK0by%vJ&6f37Mslrx#rB3_BNMB)u$ zPH$l1@-X6EMCMtZS$?Q0o@UHqSvf9DwRWKmTGGxbh z42A8kvnKO0Ne5hf(KwdG%Tq4l=7jmSrJ|Gdo}v*s0>yBfe$G`iRNlYD*4OX8yHA=^^PFsRx3DsOx=iVAO82**cEo-YDN2m~Es(L7 z9r0O+KwLlMwH2#{lQ-62OOf>>gxBL9@0Rd)VScFYeYnZn9hTYbCJ+XLyY(hnqBjOhYfhQ8Gfy-5gcEz!u&!yq$SFipnw=Ct zWXT89G=li{4Jj!tB-*dnj{#yYR_`*Ns+RoJe{)^hHht{cc;AC;)grjdBp6o3eo{Ck z4l|kgd-=PH)}l|UDUW{tp7Ca1bEGzM*R%QCDun7%ZP9Wts{vk0wF4W(3j3(FeeG@| zRr`1!LfH|=!fUIUCpR4U*1c5&9 zn}bBEYQ0C9`(TEG}_lZ2VPVE~n) zQ{|#(+ym+%x+m>I(tqI@L{E05t0UyP=ZjQj4~f`8bD?NzV=M=1 zpa>eZMrD~i?mpF3Zoly|`gm38@R%QTT2s^-&y3xO5{6!2Xwu^wLEwep@Hxu5eSoZ!Py(Dp&AU~+*dy*|84&sW4yB|;4g-)m?(9s$_~ ze0p&+*3-#c4WPuWD;4(6_ZRqs@?DMw3K>dfyvwtiP5ZPjj8@75qv0pbaf4|uLtUh+6DcSGTa94^MCZMZ#18rGiFIlK&^61q; zi9IUVF|EF!E8k7XWhk50XL%cvMo$=o*Zs*Dlu}PcFakMXS-4X4f{;)k;*MWjLRYf9IwZ$N1Dv zY{Ua_40_*wWVRwDRgu2o27$qDY^?#=E!ZNO+=HWqx9DYnLIj_Ai;oLK_ef_xWTw(_ zi-38Wu#pb6CfCC8hJ|deqFAoh9A{l|T%Q>Mr!~9IXGdxX?}LR9+6oJ$C;zPD4wHeZ z%UJesAtniO_#3LV*$+>BfAX_)RvGIf>g)QEHos2W)FGiP^^-^)y`X->m2leX(Y7 zsh;jlQ?mXps)OP+!R_Oj7+aCn5VC06)<9f;W76rZR%ZEG&9D2^RBd-~vTSp;+ERS}LE0wk9@GEl)zY3!1Ej@IQ=8puie@!9DsCyIX%||m8cnN~bAY+!7&-w;MTP68;vqVq7xJr+*!iy;$ zBPwJne6~?Gl)Sy;5MI>!e%^6m7ks8?7=b_Sddv2 zJPNmX7U5|Q%HcQgh=PC8uH~9S395{L=zRXNqc*upISjFkf5N^uXz9>XeSZs8lYx3Y zyQEZwBDkpjnolRb0WV)rrS#VI`ify*Yglq)ee~o#6BaL0H**4JfD2cYbJBn)FGG)r z4%Yh&aq}Ep0hRH(dp#j)lX=bAjvTp^xS_?#o+$fY0X6MUcZ%2K%&LBHED#V=LB>j@ zjb$;R#*sX2f6l8`ZJ!y}BI?%0R(BXrLabMDa$#SH%}a&&*Ffrv57ClamXZST4*?`* z&0L=Xf>+!i?0!ztRezK$b}WZ8vnM}vKc=h*zJhe2Li)<*Lp@ZiKs8UZ`t|~U`Ptm+ z6_)^rwKO5rsk57wJ$;c_``opNBohPNC1nf99Qiq5e<}H)^yoWv8BUjAd<`v7Yp}+{ zt@A}4e*FyVX9j^Ypgy$s?F_E_LP}uLD^mTNz4rw_zA`-7&9dfb9Xh)iEj=XgG~7C}Sp{9N}Q=87jQ#?JP9;CY`k@%iyhA@u0oxb_8~wZQVGO8};? z^*2w_KquLoupsF+CE3_m#olT5hV>R6HxlZ~WTFB$6W~TU1t-hw_j?F0FJIJ|b(ceW z+p`Ku!pw@|CCoN-QCceIG@-;EY@4E+cYF8dei)U2h1|oQK&g>wNZm64v)zpQF*Sf=$>HDJE(4qk$Vzc-5W(=|h0nJ6uBW ze?d*|c(1bI3)Ep!&D$%9*M$N%;;wo&IFMGLeFn9C`8%tK`sj>Mr~|X7M`S|7kGK=> z(9n_}3|cKALTor5BK;ZDr)TDY6_=TvIXOa<%|$(Y_GHL#>ko_%15IhMDE7KeeYZ9! z{y$J%nSCEof1Imv9r^5MnI@<6M?(l&f4p%CxdVN@V0U53pXg}UagfDx74%MVLMp|s zdlXm>UZOxv?)tv0_KZQrB8cqgRiIz?-eC|)q13yD3uV zH*6N^izN~G+oN8_m&OSAl!?Ah^dq{>W+KwmFK!EufU06dGs2{7r;IMz?RxX0e{$P; zSwj@+U&zcPsx4tCTZHc3>fd>yHa5wmHR0`Shf7Bvo~^fq;%4)ocsOfx^ftQdO2kbi zrQdFe6|#_v4J^N>rrt~^Jj@XFUwn@XrD2q!6$RU6V;VutnzO#%+mC%j5rL1Y%sJZx8bGS5?_vuy_FE#t2B_y-@+!MNFKgA=+Y|rM&R7!g}&{fYUY6y z7GiHx--A!r{vbCWix9t2Y~`-rXw^wK;1Fk)+{Z8rV5M%cE|!XBsn}qEf5^(M8FVtd z?9fp7+{5|I=RUh7emP4_5qfofvw6T&v|5!1A(IaG-x<}AfmPGQPH5KA5> zR-S~{KNov06$)3K`>YpHAEu2HdCr#VJcfxwRRWPA1BpU%Tl$-; zJB&I@Vy0Bj=L(mpKi0q3v|enV;U4P>8~zHpN~a&Jz9sCrJ>)tF)3;QyRU2h?7k0cF zrBz*j(nu!%e7>UIf5>c)(rJj$^@O!prE4D6@F2!jN+IuW~$CP1}!$HOXDGb zdixlgvpc3Ef3$b5wqQN%FG?Ir;A-B086us`qg>bSEykru0_E-+J7y4 zDT)FC|3cYwas80gh$y>j>TLbRNO>rhTGj>*%0_5|;#IS{72nybS~XQ!DO;+mxU-kz#U0uGPXlC*h0ZsSe zfanDcbk1SrmjLWrcNN4uUoewnwu+m_#ks+ z6Af$o?i`oc)2AU5cb?-|TVi|Mcja1yfEAzI4_)kwztm!u$)MH5AUp3Hl;=iz)W0)A zOS%m=s`AKxDV*e46vnsv)a0|xlaX!Y%T%dxe|u1^@WVQm=XpRR;>D(;g7=f9IDBgK zaC8G&A}?wPqCHG%flEkscea1_6%LW;o+!DhRAR-M#k*&!JZ|fp`9s5N+cg1Sw}+pN zKHon{O*y}cT?xyPTBmw&;gl5(kM8NY+?Kt~CL1oU3BI?ZMKj=9Z>`T8v{V1|g3f4Q zf96gPeQ&OPxMFT}Ro$Ddk;uSTKYC8Po>d{4{w>Yf__)^bBxn`pD>D=m!PeP6(YdlM zcBg+btsqzGHEI&F!e^KdCGB|_W$!!$VeR(RTv{4kx2U-u;W_5R3HQmRA&L=^sf6>y zTkj8{-lXypDQOAhn@xtX(`;pD;%SE#f4APOPtNH=t|6k$Zy#_t$6d@67crK86?ut_^Om99YO7qmtEp!6Y9N090EiIx zw3(?UW9~}I9_WmDmHKc+Rp{PrLpA8CumCq9_Ftf354%ZV3XH zqIN63Y?h_?&{}`cryU(2tlTfl9R}4?LBoDTI=@V^aoI6=iSD{gs)>%U&lkEO!#;&C z2>^Rh`y&SO*J<-^T3^$O8%0CW^rKV~I4#N>=jK)#h@vUAEu@TS z4^KF9-O{K=6s_2|*P8@ye?2aGxB(y(x60se9~Gi>ra%9x0P@TXR)!Fc7Wztvz97HA z`-$(So=B{>y+04r*3!Gc%a4pP@>3WyYWrl7-L?CHOGP3!tG6HU!p(JIB8IX_n{<0q z%Auw;eK#{Bokr@k?DqPWbhcox+2k>&4ztE7qVKPjNG7UPj~-oX(4`u!g4M)@{CV8OVIstpDPLJxueu{ zf=)k5*a_{B?RIa7aPWBR#7ke_=c-;~DRO}%2N?N<23~ZPey7Oqt63wYD;GK^89A`cY|%6ZZ#3BE_-eQ4LH zC6I(PJW8@8*)Xd>yUY_!(xEb(Od`4%A&m za1={~iJF~d5PIGv^l9dPL&n`0(M6h&s=_5rAC8*5aWjP2e<6_mU?gx5vpy7^=QNAi z=mMe}3gu0vk&Id~=%p)X-yYF&<~GF;>MCp_;QKA4@+v}J&-|n#&QNFE%t4OXOaI;{ zO~clDBk2goyGLN5g#G7c6uqV^V*HwMOyY6(`L5aPH$)f`nbnL|;*A(+v8>?`9Vqhp z0oU$Fk#Pl5e|P+M`*74Ie%^fxvdLFcBNJFTF}P{89OmdJ>vJMoT}+ElyZ4iPl`PP^U`#3yFd*Mq@5Ce7(vfBsi_V4AJCWxp5W-rwth&2scNb^}k$5!YtQ?935*M z>KaqLpdJjFBz`o%tga;=dz7!47cWQ-9ttajWukPt|6c)D7pUlm#e5&>muUR^QTF-q z+X2s>e{R~X|2EK7$2CQ4E}mfor&mf48iW#1zcWwN= zFkVA|k-dC7Vnk#Q@JNQd9U1#BI7#*ObD8)P)4(KKd-Rh`?3kTfc%M_0I$_BK?THvx z4lo$IUae)p;^$l(?8$c4foqEUg@PnFQ4+gkdVWSYuzqu#dDM|P?0ADE?K}l^e?LcR zU!h+S=}nby!~*p7pG?hWm7az8*_S*bhf_ReF4)L36QxeVs{u^$J=nR`JN&v=UttXA zNoW`*@6zSa6?J4nk85ICmzGxNhJY8YSuv(t!}p-=FtmmCC{AMWwS$8Gi-pCyOCXXP=&C`FzxQG$YACB#W}>C+1bL)}saSew z(bzUqOO|AK59*C?c2(LvMk!_gLJyb4$#)w@%u?V00R?{(w1^J)zUwmj+49!J!{U7iu~+GR`KQw)I}`KV;**1I+C~C1~G>v zQq!p{^zohbz>ebM6orDBl#t|@XGsNNRsbf|>EXne1M@4t78Yc z9jibDsj`;xIAfI$&vk>be^@CxC^p z^Vzn}P8*`x?gEN!sA8Lu8UNq_nCdjHCMWv36&oufREcxdpIL_V%B73Vvo?Z?>wWuw|!(jE!w znq8NyKT@PrE2P15u}Gco&>ux0xqxKEwVT2Bq4wIxVt!JeadL%?CdhI6_TuX+dNbpB z@(Bt7Fn$N_FsnQ@e{e37cvAu=g6*V=iCwXBAl=-PR1P?m{Uf=g+oQCQ&fBNiWvG)tarl(B6HcK>D zcEV=Hd!;xGhL#w>A6BfaXYxX{^)oJ+bSzky-61bgGY!111K9a4ND}JJuf=8cx#HPR zUwYbUby*BVuCes<_gNDfKyvFPn$HMp7W`Bri)a#z_%j3_pbUM|T6C7u74`zyP3YYh zp(@=~liEZSf16wA97V8PD)py&U6eZRPD`OE)sLkzMG|l&(w@OD1t~;@1H`)Z8IsGbsNAhay~EgGSfj zJ{9ElDqzOEP1oyZzGuusK+E&-Jl%!XpuJ~21Anjsf7c0DDDjYt91^}YiY?zSWWNE= zX+J=tBESUxE^_Edtu4X#ZUBLQoF04i7|<3Y$VO2{#8pQKa?>vTXpRB%VA1I#o)Ev; zLfCrDOCcs6>fb~TG>Aqkn9eYp7V9|)aJFwDEv-(wwhLV!5QZ%bx5yIK9~~%fDhh=( zG0}JJe}aKCvI$z9w}hcksf0R1Vlx}dri|5ZN<8bna>mb)l*%ZYDSg=5TlAQqKqU*# z9u(!@9KBvLxqj%|RqwrTqbnSILDtm_moOhZWD(wKR|LFp4k*q`ZKmDtIZ$pijcqiI zN7TCkuoEK|WLZ2kkDbXi`B#yB|3l)@I0atH2lW9g0z2D z!s6e>fZqM*E6X3BO-x43h`|OzW*db6ox~i7kdVae*)n&4aj;{a2!^2fY>)W2fLF ze^A|+jB30*&1ChDXco_l)*o{Y}2$!T$4>c{*gh#}x-b_kTWbM2o@)uChWos(raE9vFdHNZzJa57Y&ty!8DKdYq~HsTwnqe;|~Ywwq+DGjP4%;?Jc~hd^=nh0B-#17MnL znBbR=0S$0yawSMFW852QU(f=CzmYS{1ry?VU7vvj2fY6+9b5&h?c|aJGjCe??mE zv)AzknV*z$W7(YzP{R_{me@BJ=^DrsyBBVLuCmFuJFq8Hg0bk^!%g-)4qouhW9=PP zJQ!};XbI3T?G?8EGQ?HX+>SC2*g-_~G0E_d<>z&`>lrMatHyoHMe*{fgv@?KbLfzL zz>mnpozPLDd_X**BzpTgheQc)iS7e{pd@*r5>H zdJYq=q|&u<0mmT|cuHmpp3r19c=!*_+{%*s(b{#abdJsVR{g~y;06`A2_hS}{6TG~ z?2c;1mIn0;ZsT;@K zuxS=t4_b#oioFhGFl&&!WaxV>8MS1JCyFJvQ3w{)TW~#q@JUd-UA3?^OjD-UWbrk3 zPjE~ane%{Lf5>)lwR;r$2_~sX%2@fsC^MZmxcOe4Hbi3SloW14e{%gSz!*<;f&5Zs znqAx+{;YT#T4NMy?%nxOpddVQyT+kVJ*S^yYLP_7K6e&KPKmeiL#oG)$HlROt^@z5 z#zCokt{L|rus5Qk-&?bPc#@6{7k>4iqY1T zwTw>8niz%LjhI#ktho|u5vU9=m42Dt74EE@n?0ORp^i+fV0t3DmhFxQT1I`=vvgck zDp+%8q#wWs$l4XK`XcJo;CozgSI|XTcv_$RI-x;;vXiRf;`8n2NGbJatm29*YLlgp z_{s+H%3Qq#e}JSu>DtReU3)4xB$=1~SLde=iOLg|SU)N^k#CcUc@pP;=`- z&Zb6lpln&nOl@m#dNAq-_XA+%rMst!c5Q#IR)-oTvh!7)l3#pG5>t83elBKkeAv)8 z1q`4{R0dT6xPJ9_20KgQ{RsB~HV^46LL78vGuoOu97K!e43TQ&FRHv66=w0({3hr9 zvXh;2e;KM?0*~)RQXD{l_ehz8e>e!%Vv#jU?6>dTX6<`Kw6!Y9WrlMZSzT){0Ve~g zl1vt?r4^Pc+d3i_6#*|jnoooMte4|g(~#dp@&Zx$paR?Lm4?Ry4EdQrW;>ZkC2SS7 zSLX0CP}uXx8DA%d8ew{4Wx;G%aNu~lwwvzBf5>t6S^YnT!k9F~UMOY_4i-6%ZfY6d z^zS1BlHuMWwTNS@iBT&}Qk&wM-5n*aelf6$8Cqf`mi&&~9VHsvMgAl_bs)q1L%yEL zst26<5pwtDHs%^e$%th5;xamUU&-8AT-bsSqNbuWl?2|&| ze+3?2KI~Un9UkuDR@dM;_-U}&;Gaa$+Y=boItvC7v}^$sNDp_Rr#$2o(dK9A*Po6& zF2q0Y4)SJql+cBnl4LG00)9S4lO=`Fe}#vYD$wt>%0k&t6dr29nVvNF`j_&natOyx z)12>OP&Nhq^@HG80O_(*Q6G}vywaMb{)7cxFA+fQy$r&lLJ+xr17**oqg&a)aBMNj z1{bS)_{LE^O6(1!lof+oQMSDs1FQ6D!JXo6VqTQg^>TI=tZ`+TdYM!{D}Jnie=j#I zmQnS&9c$qsW)#~|?zq|(fh^eR2~q2Omz;vN>*w-TB8E4%5C2Z(tGv~oM3wj&2+wDT z&NI|mSS%&^>ha^(XTSpvBN_|$&uZXWv8XFBSVEzoPvD%13+e-+Gmexb5e7V(KAY1G z-e5;h*Oa7%1_!@EO|@;yQJ+G z)e7sq%8hCf?#R0v#S0IX$!&kZjQTDd!UkAR{q;*RN+aVK)K)ZJT-f+e zibF@6B#)SgFr9V5dGW+xe@mc|nsC$Gdfh|JJ`>Tioo2)6WcanF(+8D?KvwL3BlFpB z_UQV><250-!zL_bKb(GZOm1M!XVq(XWUyCqiLCZ%y86b#t^p2SX1!27SPRq(GX0Z% zc)KLxQ78y)BQkdsk6 zZjikOv+!P`n<*&O{#BK!2~U+?|5qz!yPVc&pG=eV)~-{-EmIkZ;tk*C_K8Mut6GV=gr*(oNOPK~J^$Q+V?t3$vHEXCgSZ97~9`NbdO zfZWFU>TjiWj~(xSCCBfpn!ObL=o(gkf>TY)u?uiTV)6LPpw^{p`|u*U6o3`D813&bXuJhG{QfiS4SXX|*LJ_D$UuLze-D{+dpi`aUeOjC^Zjkz!86&xL#&Qyz`zLlueYO)|YXUrEAWFZSmESdMK3uNon&hB}*ZhcvKH|VEVlzoscor$_Lx@hl4 zOXb#*R{w2%e=aW@2Rst%!yA|Rf^yR?hQb|JcNvPumGQJwa>xY+&h4$sXl8q+hJP*P zRF<0zVVeJt89}JCc8VcJG`%kYx$^`YJ9?>NaX_Q`7lxQHb-lzX3X@U<9~hi%{_+GP zB8OR{2YJ7{=COx=wNBu(NnC*-5-iKJ&bcu?4kL|P~$`QMiIJ>YYE~fA--7|QMQ4r_@5O2WIJBU~%CR{L# zl1G*Ff4N5VkxUEu=Gu1j-86{D2 zWUa=Rdf{L)RzNb3=!tH}I<(ivxvF19CKCXYy!y#Ca~~D#A-pDf3@Qo~ZO}({0*9$b zDQNa3>>{B{ zg`}a5!n= z>fB_*?(ty?ue^=)amK26oiCqR!Qbvk<;a*!n2H9x!$#{vX}o8$|v^2(#K;h>n#f7O2pVlwZW8;XGl9?Gj!9?}hTqe?1&i zKYVQ@3RQCX3Oo}Je=wPE39ZrVePhLIP8QSUFR|24w&XYN)!ks5>et^&XxJ@GIOivk z8sT-i3ikWl6|PiHkV3V6hrE5I4goG5t6!KVlJ)!20?er|yvH;-fmeL+!|}<~ER6Ei zotxn-S_5a(DsPe&X=a@o#h^4=e@x#08hL>WfG>3&cwOze=(ItxA^(t>_j!=#|3+#r zA)1mH<&_WRq;e6x+}zjGnQcFzAIdSNzfq1%)kv-e~^M*b;la$ z4$>>yFc%ZvcHjg1_LYWcI6GR>Y*uAV$hxjiAL_$l~t2YC9;# zK8}c4Q%iVFDeeUK5Q{QECEBOBM4S|1f_|s7tJa|{l4%+xwNo+! zKQLsS#dNU0Q^LaME4p*BF2W@e{RXlP-#U(x)QtI8SoBcxc23DQKu7Hum&bQ-nQWZ} z?;FEWhBPPHlr`n*U1{hj>OzCVW1fOBr^NAHVQ9HWo~D5Xfhx*IXN|#vC#n(12#D{mr+XsDt~ncRFm7bHB~y&iwXn~ z>5$NSuhM&0LJ}a91VX5x_YNXWkq&}%q$piLKtK?Xs#Gb`1qBpoFM2%p-gEzdjQ2*y zNWQ(+Ty3v8zi_b|ng}XGkq$5oBmyl65(3HqRQ1#?K|lZyC@KU5ijZ<~nZnU-u)po3 zT;?#87aWO@`F{_DDhdWhV{K|+G#03bL;&u3y8%F=0FZekn z*ar>;=m`PtA`vhzQZ7}bhd&DL979O;3yabd++|jf0pZtK>8vuf1e!T2&m()F`(Wa!e$7#r#DPn?GFZP zBK^0`35EuU1EobIB_seaPXNph;w=2DfT_O+?0>ft^vjH$AqeAv^Z+o2fzr5hyeseq$Pj=keIj_KvGf! z5P$T~M22AapGN*8SR3Jp1W5nYFZQDT?%C%L33&b}gctD7T>3~XbzuOWe>2?{C=P^R zzd-+IzW)yS|Iz$cmj9LM|J{*>x0~B|elVyZ91U^)i!p!M&3f% zShf8o0=9#{&%dP&gZaTAq;u0qh-{?G^T_reb;>t=1=mOA-*c^7Wb+DQ=1?8pKPiba zcx#`8FQHD9GX{I8=2z8uj+H*JU0`-v8i`_B9~!lt1)kr3U_8FwMmjsj(EqMvN4cSo zh2)l?snSN^g=e67m@9q@Zr5F|0)J0$DN4g4+8@5JHT@d;Dn7oAo?bWFsFlzmJFl1! zOfpNf4J(`EDs;%5V&b@l7GxpjqdD-qK6!ldo+kg@72Dkh{G>st&JT)2V=k zDpL`!SIoDWt(jQxk7?eH-@&MCX5M9-!IYOS7EiJ#J9=DcD%zZwhM`@(pMP+RGZ>H? z0zh9!Y=ml5230b4Rgl2+5sJ6wNa6!c*|6fTzWF;hkE>MmpgKgi@T2e8TA5-veX1zj z2LbKZ)Ws!RHG`K5$@#-YZTd>19!n;Q_T@6j-0{{gv{P9lxeKEvD;d4?IqTt}`4o#M zc^5~UQo}%)(AAn(74NBQ*nh)-%13;XrIy}4zK>s1B$mxZ|8Tl9ols?VzE8)mR&AkN z+PAzk*}%HTvNkYfnCmB7%w>nlrB*6g#wEH+&ZjQaB+95+4&7T1cKmr)EOJL`_7vlj zuAz5S^dscQrxzSK!Bw9L)3$vd`&4}zn2fok2Q}?nzTVNs!6A3QYk%o_gT$2}nQm&U zPaH(AmX{Q}$kcB$Y=QJ}TfN7#_eGX|!Z&zra-NE$oWUd1>M;duta{D`$)oIU#qsh>j7N>nWUE=S;l1hP5>! z46!dA%I@zn*<~Tj1%D=gey6<^(cxkuelrT+PguMugE~@c?rh17?#R2@O|kAi8b`{!c+nWMU84Rl zp&I_NY|kb|`CjI`ixZ020h=u0>+9;qBeHJ}jkl6y(88n`4Z=p~({*z=U||bWFi(b}Qk@p5>9YC;`J~!cGC)|`SH)V5cj~x)!FcL3jHoud(S7K2`7Dd%5srf~D*RKF!EbtdBnP1RGj@1EtLSreh* z=_3A=cHo=15V@7_Wp>SPee!Ci-HEKf@0S(~lIPU2oym7tm^)itzhiufsb&`m`8eOc z$-SeGl3*FEPjN^pa4oqX!SvzT_$u*M-6calipau}fkFrq2Gx^?j zXMaXCqkMev&_;KC@3ivd;2t+7@!XKt{B2`!p^88b2xx7`VtSS|r7A)Pla*I`FS&^L zSt~&r$ee#X#X2vbP90Xz^fR1)sEw=k+kHwEiqTd{9$vEOvnW4$9f?Qj=bk;iMi&RP zZVNJuH6%|5?LGG<{lCETzuh+|?j(@hqJR6Or^DVQUdQ9L&EzOIqz)u*)AC)k-cfLB zEPFkob*+@a2*jqJAkDrmD@CUCVd;@f=)0;r+kz=PY7s!-i-Yn5M^{xAB08I}{F=;p zKjy>*Zh61xZi^7Dug}Qf!K7Z4W$`rh7gfG7r%6f04F)A0q2}8)u~G1x$-B|I%YRJo ze{!W|Fk`0t7qam*aG1|IWJqgfK{oT3yq41dv!6iFckXAZ z_TA1~&DFM3o6YX8tl%z6iF`2n9>|ELQlI^a;- z>T;UO1JNxrASVfg`K7+qgsmvdTYu$tgyY??e8OMzZfv`*`eY)iGp@5+#*wkol3K5O zewVT^oQI|?7=10+FY)!}5u}{I!d?sVV9ke);|c#5KKq8#YBD~H8x@l*m+R(e3k7F* z;$xp(4wCSfTp#tG^$;khNlZuUV?v_daJ6RGB{8X;J-3(LP|)6KZ`dgAUw?OMW`9zs zY69P!?af9yjtw|5#=9|j%OFJy{4-h14i<`L4s5~sgbdxXguC1im*X5Ol~!^d`OJQ* ziodkJsC6OJS9xw1QA&3p9eF1d^vEV%Owua*Fkc5!)yFsr4Vc#zo4gPoqDwV)P;u^ zJI+y6uE@*acCjmzKReSAizPf_*;iNYl`p9ul^NDEm<0Dv@S9r>+JCG*br4u!aR<-w zwZt=}jYvpmS;yDe4VARD$3_I!+OrP5Q>0@^K>HkOY!>;>j-o_(`^Q+=;#jAJ*92Gb z4Sedw@%yN|mHb1VC4@@@>{>a;u5f3@-<*EK^$U*1;Cx{x87>YOl(WV;MkWiP9R^e! zTW=f~H7^I}4fPb&aeqxz8OH|NlB>XV`1H9Bf_GRbD>3&c?l{clIilolt)cM3Z{Gwv z8mB%Sc>VMF2h#X!g?U}l08%new&a&BN2oD3i=9x0_ErlZGvS47Xx&*}gQ8ZFKI03_ z^1$8(zVpree(kJzPB(btmrehMhm3Q?x35sNOLC29=A3xAC4Vlsw_xub-8GSXxr>I( zG}yq$$KjzPaVgqsQR5WPmS^Y_6W8sov3y{v>lVP*`1W0ZQ9L>LL*blBxIi+ ze(TMH8}YB0WimABtX7XMB3r*|HsA*A;lyDqtZ__0Hfyh&Nh~?asUuB44AD3Jl!11= ztY?R{=;eja?0?k`)%xfXn36qZrpf5CrCtk7W%d`w*_!{hZSFaZvi@hEj?)cxC$;2O!wa6v{)(#R>vsCVo6tj7vBE6}et$(c9{qA+$tdPE4G8a4KT$B?_ z(QDMT{dW_5C4oP>+FeKziPdHfxhY4@G2)o{ph4xnKznXSMBj=haGa_{0? zsK5g+!w=<-yiWT{G2wWc208)98Kj|W8?RbOOp5Luq#sYD39uPYIi~J5U#j=m=G0sj z!g1?3e1D#qWev;9tbegFIy8R2E-X3J+^LsTWNj?0&tJV94b{Zsym>k^ z`M$oprw!XHr##8IcV-?K+l{2{)S*#Qi>l>I|4 z0Dmf2Q`7tRS~H5NeOok*BpGHI#KCkPTW{6FZ(ZM9drB`<kBIYDFz17CJ z_EBZK_0)RDwhK>%p0zSc+&MfK)f|1DS-rR*k{)`Gw$HbsCmwGO-t@v9P$WxqEJDu2 zq1d-gYG;4Hp5d7_fQd-TkQLW$NE3;WNoLC=#h~a! z{?$C)L96n+@9z04flh}uDcJx!JkA)i=QqyBV9%M|EB6F6grRHMEb)^p99oh$6nk9A zpO^=QpJa-VZn%*eG`czPXjn;&Xj1=Ns^1f<6Y8UYnNSkrJhv;CtACzG=b(gnJAYWB z%!Vsu5=$}YsE~+!b)s9`Unr3!yzsdzy|<6nK&u9(yiyWFFmN==NhRa5zfRgHNmlww zqUriAtF>2S_l$j5P>oxPgpG{)Kc>wmw8!THKuu5m?&TUPZ;eh}Ed^I?{K(VEWh3-P zroj&vY$9ZDYq=P6%8~dPPoMaZXyNXc53@pBhu;YCkCw;SG?6wZ z{z4}`RHP1^ZW2c)U!T}I6sb)o#RO%ENt)7ytjUkAGz71lel_Iha^>VJ(ojPY(8 zTZyc^R;ck8fyT)byo?xSZZo@{aY#@I+uNBv|Js5h6|KZ4$EVn|w!wa!k}9<8pKoXA zoXn^{JytmmqJ8Tb+WTb#Wku_>|GZ8wxzTvwlW+nh&2~5G(S6Io+0nJO&K;CDxAKyQ zH;k5l_=dd|k%DJ5z~ZZ=W`DZ`^h@mbPHU<(impS3N=g{TlXcpdE8_6<MR= zQ{)IPkE!KzBcHS1GFUU>P8h1!9X(OXCVw_7#BSy{_BHrA%-BWVOn-i~RLygvUgzmj z+MPUa>8&$@5zm}aH946jKvQi3^@^@ThmdId;Z;Z^WbKlW>w}+N@N9zwVQ%SvU50X1i?uDHqW&)@v*@uNu=Vpmd@ur^ci}Ch38@x!< zBhrJu9-(U4NDH}~CV$@ni5)izTb{+e@B-H{0Xg;wlq+|tng)(xs7EW!X>Q5*D*D&s z3sCt|x#J6UR-c1W{?ZA~34My&5a+qPO!l9VY!Fg9D}v97Q3i=r9Up%}N@$MfgFLTy ziWBB%W!g6X%;ahHpJHc7xp;c-)7%a|k8W8r8Ax1o&c!Dt;D5+De&W{Dmh{$(^qTmM ztecY4wARO}RwvhR*OMATTizOUFIUJ2u)j#VFr$l7z0LQ**+w(0hYMFMY11J3sFRbw z#Q$NY1jm?yv9Tbv4CkPwE?1XT9(_^jpjsTXvRc4q@!EM+O-+nOk?D3pNm#7Yuq7mX ztiG#5ri2+OJ%13BVT;+1tUkDEcjoeuKITR<5G|Oos?e1-mKybC+==+9aploBS^9BO zK*}OveJ88=WJjaroko6G_QO|#MkVSN?PF@{&jZHAz4ADPOs}bdsEmP;3-ML;GH16J zg7_m)d|TBP=^=SJCxoGkHD(T7Pi*bf%YD3v0(%v8U4N0!OOg$0N+vJi0~$$j@qQU2 zJW_E1pp{d4XhiQ%DPJNIq1+n>4xt=R>bP`>@4>~RdZoKn1Hap`-2J?U$0%0lfp+PO z?|q<}p8X~!JuG2_^mX-(NliA`X56|k2Y{6zjPolU$&wN~m|l-9+Tp8uJ@Bx)I|pxq z$V{=;7JsnfU{&(IV<+ajc0`H$P}Z>!&49fh^H=^^+VF=Wp4Ku1F01uVx6l@POdWMP z6|((Owf#?(pOAa)-tj!QMS7OECY!qu8UeWAHKMLzX*jnL$KQ^bxaoT36V*BSdPyzJ z&B;3ow3iKyq;{A>k5(`66(*NM;N(+cOb+fOJ%7|C?(nma^~Xb<<3fh^&nN$hk3zSJ09m?-MdA_?3H0O@qqGLEeq|&6&Zi z4HDm>0NE5doxP`)_ejTrDL>swvC=vf9=OF?$$lAs+3&6KZnt8!2lw0c=OH$1BY%Co zWZFsZR8j=-lJlL!9Xn(&cCr%1%w`w2!LdNy>L2gW&e`-5FI>t7f0jv*3 zOmdOP=BWlsPi<(~>ZbwLFSx zOvsN#>w&+!4U^$mLaqe&6}utKt~8V@h7yn3L!|84uHK2kjBvQ}-n=|5T(h4YYa8e@ zR}?Za+C4mIW{aW4Dc?x1(||mdbBf-+JN2pBoC)E;r#gw#P-U(Y;EXgtbH(3HY3n8FW%3@!IiXw>k~u#-%8dOO z5kYZv2e!KI#p+e7UedoV3Vxfx_vq4aJI5!Tuhi9!So{P>?Mz}LNq@1*Z$oq$^O5Vt zSgrcE@+P?X)vJOlm;U$VwJl}ohQ$%A`hGT#PsqNEJwqIYP#eyC0I_gd5RLhi<|s=o zc1aXM10KH2)!jQpYwkOU8=mL-3JB$Pq;NX5U8{^ryd2YznR~U5e;{@t<4vn#{#^-t z%V0f2q%`0$g1wu}-hZRb$J9E1;y$4H;6 z>`UAp%9<>bV~)jt8oW9j$qq6nC~K9c#&Pvg z7)wy79AZF-$un>UmOEbrpDt#IeKo#zU%qx?{VfTz&Gv;NDt~t^=uu5>*>vlQb2Y`M z%Ah{eo)EG)m{>Jth*Rd`s;>d3uvU`cp_+hprvtUhW$DA|Ak@U-lIYtUC{Om?pr6C< zC2mxd@(&EE^&ZznC#T!0&YxPpVVw=TKCgE-gw{~@tl5NgQ`>J=uAh@$w9@fGnR4N-A5j*2#AwBbxJ3j0;vL|BDpbCTZBnka{X*JFJmli0uc zkQ)*!>x8#=3TaSQkD_seQhx@nHa=U}c`5COSc*^G?qk1csrry5V^LwIY4QzHp4~d! zh!ORuy4Jg&SVu(Se*m!lV_cVTB?A-!GB}s9F9H-1HZV8}FHB`_XLM*XAUHWSGMBN@ z0Tcx>FfcJUm!S#*D1WyFRGZrpHcW9TT1qJziWE=K;_mKJG(do02_d*UMT)y?DTU&$ zEn1*Zyf_po(iV67=sD+}bMF2BwZ3mk@Xo|!$f_cMFFVWiX0=8&|4SwQ4qPDl-^^tz--9^;1U#k!Tv`$K++L{fLel`0IFc5EyVGDMN6;)KpSQWg&;luD+RNNEfNVA z0s`IL-8sRIE`OXbgpC*rJHQ=^v;}BETp$QHh!x;>%K$a7Bjm5vIB^*PI<`=kKONdI zYot3E0Rh|_9H5pECztyWS0^h70&u@NKwD7-pbm#P{Yh5&lfVx6YjXfxoLqmW`z!i) zBB;|J!C*^Em?IqQ0p4Iq$U7--{D{VxmY5gaHI>T3)JCvkHFt)?zdUi$x0gL=m>E_y5RnyBSl;iu zC-ASswReKKJ9+;HSwo$ytbey* zD*b;el5=%%_`}cqC*l9&2RlL?JpW?cOV<^7KL)C>`(beUU#dRj&)HRlSV3JK|JSRC z1b^R;gQSzqy`(v~csW75f7+oga!?P5l?D`PY5S*a{JMm0FcuOhP)2}-1qDYuz!XjaDN{({|f+6`nTy1^a2C`%KeQ5?vchn zh#LUZ`Umjkxaqso2a}23XH?Io37b&z^;4v1gx(-}Q8cKd zh`MmZt!#R=83}!!*K~hPbY~(hm4ADo6xycN(N$HNr9ws}sQ2TW7P8r5Kxc#RnEZL} zH^@$QRiDiWcsAPDtD)kl$ z2(EMAxb0?;cw5LnlGwHCeYeb#a$ci$XuE#6YeL7I)b+yFJjptm>xb6`HGeUDfmA9D zkyp4GX*Hh{PK(yqFP3=bqSu`cRrt76@r~MEDLho!b8fPGY~|WjIaSeUv@e92T{S`U zwtW4EZ#`psjGJ{BYRmJg6ykMRHnJ?19bfC|&m3~K9v2TS}n)NtW-UVj*68jpqb#yf5J z`wM#UP{n51?+(OTQq=>LcpW7{!#7$y4b#o6qyyd^Yz1U3>m-82tD#WWjZxL4b#)0s zTVIYx^USaDgGe<8g0~Z5quV4`j+=9%SSG3|Cx1R{D-{jI<`jJUJ!|)v$A*&PC`*)p z)~Lgb_RiuCX7+erihoM4X!)`)Xb7v}Q2!b2&!?#C4cVC=SHOqcu$OW!>hUZgNkxo% zR@{fp?$K(k6%z_#Co;Y#``Gi@@x6x01Z_X-s=4f5z7Mu3CBW?Dvgl~eQYr)cn0MI5 zys_|S`QUCCyk}{|1hPxouQ5P*;dyR@`zX!!sdi&%0TYJ5FMkRAmScR!dfF5KzM3|} z?WJ_!_0rou+H%r5TIr-Vi-AZ~*0Q2{`J}`r>q9vk1&3K)_ort{g=xQDcHtR~jkV8X zH;uMP$k_K9YQ_fR4TbWWNnx(-Ji;JZxau3Z^FoVW4B9;`CtPqA>3rZcL+<^3h_5e2DJ-mBMBIdXH}7CP<2ZPu7!-+ty*c)wB^ z-(`yE>cSl~$QE21ELpic`&GXzCLZ``ZoN(?@9O~UmzI0R#HtW(I87#`c@GzOi1Vst zi<;^KIe(ew)z2mZ-;lg;jwqp*=ir-u(Q_pM7r_$a+VbfmOQD-eZ~)N zt0N|W7;b0y#-Z`Q<@Qw$2K_SAt0Eg|jmDZE2EO6%@*8>uI<%Kci0Hd@_$B6^uw<|! z@=d`orm7F!!;Pf*Gh9sT`xe3XYn!iz<-4I zOqF~m4?m5UUer&0#R;tDSXMFAds$}jgV!L(Xc*)=Y)2+0J854NP(x?X+oclM(QuyM zAFrEQb(*;bPz`su)KQ=sa2mh$%QfJ)BqasBt`T zYutUSgA^2iwXBSn^A^eWiIvxe)t)eqFAa9@f2Dd9)@Zk-z_vs7b%y)K)#6g6>V>&xs`y5ciFqMQl9WIN)KOv7^`T z&X(B`*otB}obWl!p=*?jTz?)Mj%>Q6*q&2K6gKn6wbD#cQeN7Is%y~~~s z%t31^51L1jt$DO)d%AHXzkY1tbUl6NC^61Tb`_^XDi}8}+l*SQuYYdCF_$v^A)2sC zVH>_lP5@TGq{WF0kq9_GK@%ctr-$L4&GqVtYdBb^I$2NUW}MGcU)jeiVEkw; zb>C;M0f|*)CuOxAswev1YnErOOJ`ciuWi$)rlbCLipTuME$L5O(7$qE6M4KPURqxQVXx?g(u^EYy+k&FFOEyMr#*+Oq z{bDhSrgN7V13BJ;UZGA**f|E5>1g!+pXHb5onXO?xJ z$0oN7b4t*#Q(n#7bk;m{A*O6}>}|9Qe)nu!Oz^i$PQ(&+6@MDdk*v{M4z%){#vdmH zTfwD)UhOFxv55B=ggYza48>Aqcq*vC$hhx9O;Thhfa#?frT}@$obeGZSALL*i+Lb! z!f~=sMoS`dH5qU2@*C#ueW{uo4r2SZ*5;hP6#L@Un)i-TixNv_MUu}qXS!at zOmvZ8vomNxaDN;pWsJ}&V!C4Benb23_g~>*8Z0DA-Uv8Kdd;4E&qBBAP!oQ(p6*AE zIhIh`0bg!AO?}+-R9e1-ARtlgOK#Qco@F0lfHKxEexfeP<+I6tbMy5MJ0Tz*>JyZg zwXp$rx4I>ate5b%djQeF4VUG*Z3n+L3#&kZ}5U99f&Klx&de%#PNngde$DMqm_%~ zS5kKDjNbTsgbyjzP98 zK~5pY5r2hc`N>id4@Nn1S!)BD>A(PD^suM9kxmy15ZwN5Hp0>BYwxErCh`4e`A7UA zdC?xzceY=5SnMk^o1r)Y78CL35-z4s&OPMsIOD^x33tiW&%!cZM*Xs@T$3Z!S!nx$ z&&~ke3#QPTuex-xPO2*``fBVLU}?_O8} zF;3xOlSlTL1;HZ&l6ka5%(Et{>rZEh32}%>PZ#1$11rX+)RU_n7DvB$ic%eyntJic zMt=uB^%2ytR*NYaW)DwVhV z3MhQE@}AN>IeSe)Fp4e>W-OtS2-Zn8(L&<=AoS|2d``jo;Y?RJj6-&eVk0yW)~aLi zZLyPYy|S_Mx}7_zL+srTWe;bb?&6hCW`D>x)D@ZAabJAK^k*0&K!wAio3il|l`Tn} zd)%fgh}vSITxMzov2w`PoW}5C?WAz!+1LJ={19J9{j6<{gL>6f$q_FXa~BKWxSZ(O zn{JmT2~x8}mo^}3YR;NmL}v)0dV=i7cc~7)qLyrp<;^V~oPuctiZU7*n3oO*On-HG z9#uML)J>l3tsO~YJbQQN)*01wVs}f75+k0Ld$}+qNj=fH$;VmhBGh5hPbsXx{XVq4 zM%r5D808T)45n0&aLOV{VTn!7@kk z9)-ky?n7JqQ7jMAPu^ zHbrU=+&xW}r;W1~T)3Sbf8C1baDFXTZn!)Z_C7h$Y32&rI&cr|;?Ui^I{=Z+Ci)aH>*q zrxGk(Z#BIBIpMNzJ56~plbD7_V zxqPy&W@KKtf{)0|D?H<7!bszQN8%~(`BlBLSUcvS6Lpn6(%eo;#b(}>5fQGntLhnS zyj-4D+_>O&A*C*8SiX|1vk8+={H&(kA8FagJ$ciFCH>k|S}JcfYO9J= zbP*9ZW}b3Ln&seJ!GFwcve=of2BFMW-bw=1QvVQtGY;oUIXl2JjY&HsAbm`1uHmPB zM=PqlcqcAelyg~FLw^csAokr&qDy- zo=M_WBBBm)*L zkG-XY?Krd^4;;QR&N^JCrjzcpZZ> zz=Uw_J;j!EuD;T3wVv_o@ zCyl%5ipz+w1PrC@nG|K-6#YtW-A^e0wzMt(rJwjiB7X)-V}=gHmZIwEs%I2Rh5#8a zP?g%JsHcZC)qG3;A)a+bS*`=Ddwuwe4QEfSaglzSRS!JTV~#Ah2=r_DQBvP3!{%RJmg$qn zm4BlgEKt+~N4@D~=5m#clr?>usJ9Pp5hJ3&YQjz?E;$`vS(Ae{p8VxE+Kg08s!g6T zg@)2aNjMf4YfU9FY&eqckCh8?&)NZ074ca(g|htX)DHTHa1l)2+jG@HGYS)(h;+Z_ zX>OI&SK^wUxOOX{Uvi38ll(v6rTK7FS%0b!p@$sT>7Wzm{_^r0ASOo5x}#LNqzHR4 zSzIB{_OfdzS1P)CIkIy{vdzI)1?|%;uL52D;_1oAE(NmRc+d8kOb=?=$e((0{6reR?S~ zN+M1F$%h;&km?DH-WEQlv(4CZxbc8PE00;Mn04e5XT0>s05@NR zZQIsfi;p5FpXO^w2{=^z&KgSV-gn*9yi%-2|Fyor3|$+f0$f|o*qNL80BVG-2W zeDbX3;-9tTR7>$!x&v;fhJS6=UhlxWtml?dozQMkI{5my2(8MCn&W>e_w14wso;7x zIpfqxbu}<_OFVxXG04A7r@y;`I}&#(`?#S`v3ZaGoc&5s=L17{%GmEK)G}TBfQ; z;>|$+Gc%RcOL3}?RwS&KLgCY(J#Ld19?U;lc;R^OH3ZsNsW{Qy_^5MShAc!*Ue}ta zXoi9ISkD`jeSx0!L1vX zB2%0`XA`!Jed`%`v44}d1*W2Y;ZoDbLT0)D>#;o-0b5}a=ZBjEnt}GWnddR|Wc?Ck zmW3+s9zrSYx`frLg11(rrF@tRx;|BYYgBBSP~okp2K8U|wJ|MF#una^T5KN4d}ymB zCW-Rj)5+oKtZ$;YmfkKz5fObTQ)koZdmzy+{!V_fGxV;6et&bKZuI!G_>cl-tBEpB ztVplT_FTHw$%TeOJ;tKJsCf=BJ4tOG^|aY=xdruYn4CDyEYD2swcloGq`KzIiYS7i z3$MPP&)M28SKHFnH=c>mr;ydu2nB|f9``%A+Yq)ZPn((k)UsuaM)TQ5YS3h>7+02R zf58&jkM7~`q<^@0^d20Y1W6t-v|b`ZouT9{C-{7E+aaYAvtr`!G;P0c{wk1P8$!uF zITU)G**_roRtaEf?>rwSA*^1JPxdmPPUyz2gWSOiML*_kXu65qs+*-?LT{uO7YSb%HU$ zpY2CJ2U=gxv-W^}*AQksp3xrnj^(BN2(>R$pKkbgkDl$)5#26mP{g+;0nc>1l*KqQ zw2W^x%rZC17dL}i%_3JSO*ErF*Ck&W(odbYOfH>2S>bt5{x0arytnvL4H0K4UnZ9L z(yHQC4S&RQ4-S{bT)e7(jT98%t{yb;r_!QGjyR)hutin?Ti#5gJO@;w7&|WVeeoHb zESEdI^Y!dUZSCBo=RBJs(0zvW)e)Z){77$#c?Kmq=y<{)md zW@R6CbTH!T|~;z9u-@CLd0sV-z4Ob~f{|j|K(UEFvxM2s<|YZ44DIc~qjv=*gYD zpDoMX4JEK2Br4s`N`83U_*zS6$$y=B9N%|dks~%W%L~kyhS5ksP7P%z__%Vk_xL%7 zFP;C|z^i=2D$Tk<8>bJeZ1fKk1W@qXF0?r-x+E;m$fUmAvaH(0gnStaNg@FJ@Hc)^ zRdTv|*3~SVb-ll+Z+_;N`emUYmIs~3c_E-wmWz1~g2e4@fnjR-oa^TAZZ}lK( z(8+@e^G%jkxCQ7}u!Ob8Q;Sre#pLSgWOUa7bK;lH5e>v61ith?4#PNHRTik~%=Kf9 z`WI~97{=iwT6SgI(0srYRCGFIHIQpsF`N1E(KQRqvpAPDb8TN0qko{j-M9=+o_08x zWn3h1+2eolNS^qV?}&%&N1{gF?$*n0A5w&xbvqr6smvQ)_DBTg-0oP6dd3Tm9{EnJ zf#W%iyAp@49c@asxE-U-gyiI=YPaVB1_Go{9)8}CpIZDeC~7eprpH|B{(82D^NVSD zZxDt%Jy)c`GzrR`N`El6ikHn=gqYT%jSN*?S1jVStS5~^qCYS$%H*=S%R7{FJYM9H z*YmRSR5f0=errFrUtb|J{rVd=uw%Ub=xt7$Pm*%zrx7bR@$6(t@*(2$E?hz#)$z+f zbqDSYi(2{5`p1hkW_X(=jF;|+b#cB@dsN}Vi8&CqqZ()ns=?Rn1% z73r{4iX(AZp?~<3OMIi)FUG*ZHlA@3i?<&GClACXh^#65zTJXakO$!L*V3L3_A!8R zXhis?+CHUb7sSTgH$)cuXj5Yt+pTIRceDL5QhXR~(+R9r%N*8+1Nw3HT*5)7_|UbY z5k{78p)n}5fV&Jem}4pwM$x1N6v^via2QOytMr>m(H|A1A~_ZKOL1 zUx7!jMIYdGhM-t^O=@VkKWLSQrKz2_SDb^wD+x+&SE8HfHr7oA<6m`=3Cb=X@nl_Gs)F8V+sCZY9XFqbfZ0h={Cu!D9=@de%f$y^0z!(}l9gsa4x z4LDz>o5%S6?Rg9L0P@R6*W&_<{O}CHjP4PwJ%0vtmYWkbq__~;;3MoMg}GbR7Uex! zmxQuUgi1_v=y5Mla!whq65HusmLglde4%H??_!)ly54YrvR`D8E-FgwvvBvv40X`K|_pT_3aXHiUB_5(VWhfZp z?th)C`*PRZo}Ik8jao&^J4h2_9XsjgjByX| zn=(AR@-d>XK=655#=L;he0y9-pkZQ73`$_{mjM?==MjY_RBN5l{<+Pvk9YO}YCx60 z)&q*Ic{5egO?~@`k7)4kIy9u!^Gfp$ZjpPZ(Qbd!_*fca>fJ4{2EKM}?;puYzx0Mf zxo*9K4L)c};c|>PUH?krw-f!^ouP5H&(`0N*^X}Op?e_>{aX5*N5TPQaF)o(xW=kR zp83Rc&bpx!Bp*J#k_|~%uiD}>r#08B#>4G@7*(AeM+CPvsdgyIwFUY?Z%4WWRRgx8tIxsc+M8`h5mGe5E1W4@iT7%00bfimn2Uh31qE^19H zIC58ucvy5S1+^=dXHn@;^)g9XF3QBeOay%1Cpg<*H!#zq>P^FhNE%i0j#5B9Y$1IK z>SOX>-!by|kkV5idiLQm<6{nAoG5L&@O^)Ij5dObu^wM;b;>VG`rY;5mVjkPFEVWNMBoMvzShz)SbQ&_i9jeQ~&iDyJI|0bFQ$Kd zS?3b9nkrs#`!yH#AZ{H&jrms@?eMM44E}PW&n+)93pa8&LPt>!S1f`m#w_wvT_NY+ zu`)F4@m`ia*DOgXJ}XH3#=Wzm+xbb#ILbeB+>WF`qXI2#8CP_f*!H;#-a_%=icQM8 zwfPtuqPpdmL@5&?2kKV~oTbY6c$0r-IT?FFHlgvG5bZPj zqyXe4S@JGGkh-D%l9woY^Kr)q_F4SgM)T8;M-GSM1qbkF7bP|{kzAw8p-%`e zYT_u`IyBWtOLvDwQGA@CQkdu`;MzJODKwcCO>BM6?1C{>;uf(!9Rg^7 zVR52Vyg|BKGsyZY$UHh#wRi1m7a3up20W+7dF9H=2G%z#@FHB`_XLM*XAT}~G zIhV1~0Tlu)thMee>;S$Gi8tpXUQIYU^>!StG2V$_O};8^psW z4p7k0P!R#}@d@zo@$usWf%-6{BlItf4>W|jy1@`|@&6T|f8YuQBT<+l7>SD0K)?a2 z?v4PE001N`4iXXP;{)*X@rnH_5aB8gPy~CxtN|K4096DW>V^+gKsbB5!ffr3sAK;1 z3Sfh<13+S8B3!@I0dh`IR~Q5g2WWtic2FnOi4d?OKo0?dL6P47D8VLaheSGy^YVIn zdh&ps+;|YKf40)>TmVlP(hi^tb%VNkK&=741_o$?ouGdvysN0My|CJr#9;mNOLoCs_SY02koz-2gy5pnsS9oBgX04E{SA z41pk=oWXE!7~B?M19OA|w3O9(kX}eG02prlD-i7He}+KigFV17N3azt;CJU>fU=wp z0E`;&?|5zySC})>jmHh<_-jPoUu96YtOU1KKsY%;;Yc_9U;Qb?tZ;e$W`YZwFx zu!7pc;Q0Tkj)I{!e{9t9U144TQ$7^;Kmfj9zkk0yMbXO|0eAHNPx$Zs^6F`7shVhV z{+amSK6!bB7r>Vr1mNZu;sby{A|QYW>c#(`e^s=>u)kgK{U=ogZi4`T`2KW@x~6}1 z?D3ZXY=6bU4)|v=O$3UyPypM1NN&a_#0Nn=K>y!V|DE!GWB9Ks|1XmNcSFkVj*h?G zY`^{gha2n!bM*cjfFi9s5+wi)1WE?*{|+^R{t>MP)EegQ^xs|;Bp4+GIk+u~%-kSB ze;z);KRC=y8RiAG)`lS=c7G`I2RHa7HAfg6s*P}i{ra|`viSJ^%ZJhz!~ymFa6|F( zj|=RE5*zaO8h_bPl$`$AhY}ouu>Pexej#B1*wq#6jgMMA$`S(jf=~jrhI;*GHh`B0 zjzFSP0H~S$0X7I%{9kM42LX5;!A@4zf8byEZwLh92k<)oHve%H#NE{u)yr>&p!)ci z{af!)s23E1KQoDdNQBr|hqRnk%F%jquZ~D!@1>p@^K*~nn&TmRl*TQV67;e%XVr?8 zXSzYk=JxHH@-AnuzfB$auGBEpdJCR#GbnG^GFZh=-kzXOB>JAxF-;OTqP;arf0lnB zUf|k;rcEDx@53D#Yug?@Ah927b=P#FCkt7jvWRMEi)P!0%EC-_3OX^von>8QlU1Mo zs?aeNYxc5J-1F}*%py}X)0xyH+s^S5JS*-k_73#TlXTN}L>4v#zcMX;e-_PB zJ4?5L;jZI>&ATe@W9z5EM0ZNB7s`|jdT6h^EygIH*?eWl+UB^hKP4+We@XZz@|k5b zo5M>t*$pJ2Nhw%=dbz1VBvl} zMH?N)A`IHPx#Fy!yGeJ*B^Np)6Qq*ciIlAlh?YtPv+*)Cdwo?df6*WSLsN=@AG&4) zf|MpN%2np0IjhM02p0fsAo*w=T^2-XV@QB?X|Y+_^ST9J#YQ(D0Q$Qe!f%kAI|M&9 zZCW*R4qMoAgWnB`;jLj_v0EAWFu7elITEYr6NzUz)xoVNr(wakSsV4BJGQm%k$x! zOO|%F8>FFgb2BTvARDMuSYk`3<@dvf-}NiK&g9Bx`7X$XZR)tx>x5fs+3#leV{Od= zwvA&^?9h=mt3re=Ic@XfBHm;w2xr_)f2U zJP$l9hz;81O^%?uPmUEILYAa~4c^&FTky-BJwk+CCVrZ@k;hPN|2)%eX*Dssed^nBotDj*tD*_dy7ae< z(5A>}i5lE#e`Rel;m6e)xG_$To*3VX>3CpRyWFgcD3}%r_GP{{ddiezl?aN;glJwx zsa*2{xqrN-TR^*%CaP)5U>Q8AZ)wgn9ZtN&R4+KgtTh?#|G?Nztj^O$q_hOJ$WeIR z=L$JeVVY$Ya&`=RNYt{@5zcIM)kP7$eSJLDQ=VhUe?dx3Za^Od?MH5OiJ^;$V~pU)m43=@}tuqja=%hzO*y{V4UVmun`qh6be}hhDz`^`#(IOqonF2!N*h}ccCCR|7?l& z1>3OJ%Yu787;7QL*{o+a?=~j(BJ|U~jd0%=hej;o&q`G>MoY8X7zNFs5wD$N_&Gf7 z0MoeloqZ&UOeI8qu5{^5>d)pqOsaiBP0v`Wf0iW?q#(D~D=jrY9-2cE_bd9`qtY}Ztoz}#e%A%y+sOx%s%}LP#<0Vx*j8)Z3D~i{&%UQarApB@O)0>Wwa?)q4z!k~+kTi~gVc&tOm0(m%S!kpi zNGrGcVKMkyczb|IL397&L_?J`(W>m*f2ERec;a^jQRrr**6s6kg* z3t(mb(R(zi^a9#i$y%@F1rX#}AGeIGTy8mqh`hdHcpFg6xJk>AEokvzSk*U1f66mj zYmj%fs;Nz3zGbY{ojfCK_6O#-m8O8?Aa6?p$@dKkX*9C9Ct#}aHUR3 z(Cy0yYfBB}KN^}4l;itG5-FhaB+Y;n^UImc&ZBv2N)OCgwhwex6RzQb)fctqF{Dvq zXN}NcjUDy~=9|U1viqGY6Ng)ze&2WlP zbRl@n%fW89kjLN!laKNEUVNL9SfgsWmj=Ss!7yQNiMQ^vA7pKEjw$LhY~CUKHUC7k_Gy zJi>4w%%0LE?%NmNeV@1iR<)OE2p!3qRv>X2qqWW$daR8%QSStKo^N=1t@HgLSOSJ# z4720vcD;wpY?)h-)E8yn98NAluQ+j&elwETaZ>mULKnTV&G%$yf13HdRa*3gbCoN# ztw4zV1I?5NtU+Xw?GnlQS+mRCiL}pObB`J4Bd-G{l^I`zwxP}9%iI~vG396Y=+DWm zeV5_#=jM+3oS5?3gO8ZYHilngPjlM@KlUFA0*nLN<15)~J{@r4+HzwJ&QJ}`RB=Q) zE%~!07!bwdw2hi{f4?*^AMcmO=lqbT`asz_k!lp!Ruff1KeR3`)wf}*q!GP>R^@)H zli+L^MB&ULVk+h`N1}sJ`Eh+!XPAr?r@{Xe+#Pog=wL%*D7#t;y!NZInc-blj&m(O z$9qMrYv^(H(){=cYrp&s`pJ-AcM8eX-8_98}rkf za92Yg8on8Ie*jWe-|3#G*iH6uWIkaPKFGKmT_bvy7)|(ip-nD$S|sD$(@NM>1c?CD z1aH=BaA;*Ug4dhc=IK8Emh>6Ai}|W$!eP)wbtf9h+B4RgEPqVPBY_*Nj?KdfwzU;d z$>bcvv(8PQ30-?R&olROuqZQ9bD+}Y?H=|RQ9*F-f5Us|-;$n_z0}jn{G>&mvnBho ztUbE!J?)A&3B509SGlKT2sgRwIeV13vRY7}zben!Ct3OdK_B9USy0=n?}`EsF&wD5 zg826H$vZOYRKSy>SZ_otyAcPm8SJgJ3Muff5yO)_na)E{QC7P zvj%N_e4$vw8FujC)F>D(N0ayJkMxV2)8A!pMvWL_a- zDa%TAuj=lVnYN>MEhoG_X;hVFS!9Zo4?eg^>~mRiPimI2@*gx3|o{ zq^}R}SE#FU1RO7dVOT5Uj1TW`$t#K^5-Hg81zO>xLG8>O({dluExZBFOtX%tLEX}4$ ze^kD4(q<;Kd%l2;9j&G!jY%hF5ok3gOV#7TnP9HnAT0N3#hszJ+kX)&L|gn38y2?x z^V!E7s{UXmOWoNCi|jfiQGZYKBeY|>%zV6UUyTJ(21Sl)U9PhgAa}`4If?G%x5)sD z(Hw1`9-SeF)degUoCytfL!>C6&3v6=f9sU6+RRZcE;|OJEEp-m{B&hIr}(~?W|Ewt zqP9IUT&GU1GLA%lMsxzaACW$SM_4RRr8LXo z!T4b2Tiv{^$nC7vFBv=592)x7Kkbtm-EE%^ivdCIN?#uZ4lhB|7YXm&q<7cdV^A6& zW%X2V;H%^H7wUWGw&j|$S?}{GFX7l!e~hMHGkeF9Fq^FB(R^|Pq*Y7N*@{|b1+2XbsKULb z5fqDg*!m@g{4t(lKc9)W9Xs2=y2OF0L~>zjQ{~vz1j)KLm(t?F`QjJD%brhtssWKi z!>2t*xECv0-1D3;7DpW90~j*y;dJ%LP3Rq3s<#vqToL|j2i1~`7p9{te-FLsd$VVY zIHTFw60p5o_|$%`1Z{R-&yP*DBFiG*ATtu<^IMqi@ghTbHG&e$Chre=zMuVhjt}jp z7vZ$VqBCN6mh;n!O?b37LS_bHF=C%{f&X-_)$og*6n9QA+m%JHdGQMdaZBG}nfzP% zc7sdYDO{Gf&FDC*^T#I>e>Zn##2$CM81NsSb8n)7QXu((E!O*r^>=fr6;?m!o(XxV zttnl=48Jj6G_IdF)mBNkBoQY(AjVrm#$RaxMT~qBk5YE+pH+448Q7Y*w1lkguE)jd zbzEn7$ADNe!BxT^6RnR=@BFG7pFC^^VlDNYOaO-x<}f zKAq#jUf+K)CN zisK2{xNn>=tK1qIm-o>&4&F%h@*OKT<0|5}e4!S(kI4`EIAb5gQxT*UHW2p$$g2XWP&d|)gs&HM2VEpzS;3BmQ_^w`0s zBOUQ~{jcfCe+V}CCVw<2egiEptBLpEa!OsX9ZyGWg&3dSBP^+{68JvNZ3Yu!a?G#n z22bU^fU){$bY{rx;+;G6nDM!3-1no0dq&R;PAJL9oYjf?#$|AP4eg3DCaliNCrf#? zMgt1wT2SpgEQ-*&(5)>!ifPDeDdo#2`6PZwM?`ffe@@i)24I=HiDQp$DDeGly@}HS zvpaKBl)B}7gBE&$T(R^qR2-jvSkB>Ab3l-Cx4uYom|~x**#V;Ea`u8LDp-`ZfQ4OU zb}K-w(~Q0Kw>D&fozO1P06Bm{C1mfocvjZ~q6-HN6A(5hp%5O4+>TE_ z8l&#gfzNrPE1ZFS>j931Z*J%AaJVy3X$;w&3#W3eT;G%hQpzw>j1&DfmgF z-|<6zeYdAzmZ+9=!WYkth@l6gz&;L*tz)gIeNa;#T;E__%&ZTDPDI zVPomDLl5*E24PDs*~-oT=q>A?6Mb)CD3Vx8F#zS*Vm>}N)!uh5v*Lc7Xz?P*>u|8P zf9-}$G&o|Pi#fyW@KO2DG)M?Pe05%mnVV?6Jh+RUf96p)_GTlY862ee{N3rWq{W;M zO$4ODZ8DQhghN0O zE;&AXcxGCbeBU_HR}r*{B;S`&EBCktR1Nyx+keYUyV)cUXX+OO`YLSuVjS7_ z6l+s8!6qf{>%Y}tvXI2!d8}!moI0HtelQx*-5rrM&!?HD&dKZ8bpN}~;7*xKf15Gc z6n^zyhUf9vu({E;XZO{9v5w+Xs*J8@vZBw}UNPM~8NW8jA{XjNS7SmS7gE%}Il_mf zq`K3%GKM)SbJ_1pRsDYKFd~ZoI7QcIx3H`sz{O_-US*(V=T}lXJaOCDR0}G;7IGLH_(t2 zW8^T{YPUhGIQBun-7x+WiiwhVeL2#ycX=%%1Lp(}va#SkGU~~=I?`bT zPo777(9_slZU_H3I~VPt>tS+8vsF-^h{OLpeaTcfn)oK}!Kfn{bLLhKf36rsqI{r+ zeXDWMhkz}C@v_;F{j!Cpx@p&5DIDDNy@m9>tBp`|bsV zclot+LPo&U*~j(}y;N)F!rF6$>C;`Nj{R-_gu0-vm)PRlp?e&=6l8VYe1zNW{y$Q; zcX4it6rXaTGF!ecrkE>h#GI_Nwe*CaJ;+0nUZe*xAXuo6XI)o3hJ^>?Os z4(Pr2ew&k%E{_tnskhRuXMZ6pHkoGj)t2l?WG+QD;$lyFk}_SIe-dDV;L_K6fRU&B*}4t`7SlYtuNUZhdqHxsbeNmjD6W8K2& zLv7Z(4Hj88O!W98<3INmnsCO-D1f1f)lyfrH>1>1d7UwLIztwdXH{=q^a|=G6e9;* zs$*g_KX^6y3B+htf29!85V$xPq$i#gQGP8r`DXB%bn=mFUV9c+G+NC-+jw)!_>lSc zm>;QCL{-`vFf>e34$5Tr0o@RXuPRTOK#Pp!Ge^7}Pa2>i24YGT?M4vK+`t(@(j~>r zhV5myNm~T0n%Ylmn>0j!Il*8f#2)dUakt5dfT@66&+fgNe?`gkUQ<#kcB(CS+(IDS zfgT^bo@u0|(HPd!^uR{dJ#~_|Kk<>pT;%gDUQwm!tl}r?tVyLyn=>6h-KH+HK2oHq zt8^q8?c^hKB1Q*GrVhnvrTtT`-g(7M#4qlsp0_7%DPI6Rpq>x=1& zyTqwMyT9B(e>TanM=Z&ih85xu^CcCwr>^1(^ZR*?$*9~&#E;Q$1=prBbW)I1kiT6< z&b~CCD{M5iq$U`+M<#8L&TX>|f-H05y!uK$FRa498cou)At>d(Vphg*JWM>f(_os| zEvW0IQ(r%{q*6AMvT}v4fAG2*uv1iPrh5bh#H>?c;z?JV60o;ZCJJ$CX2ed_D8<2DApCYiR|abkSQtN7Eqd+vQQU2Zoduh%;>thA?VZm%av0#oC#hb57sL2XoIrjq#`g!=B zz3UJe@G9e=Dg~k>%s!(Ob`pi(Ikd?`)Gr?LKdo!+UYBqs0~7)?GMBM00u&K7Fg6M= zOl59obZ9alI5jyom$A_S6a+aoFgKF{8z_H`v;|a@?G`pngCN~KASvD5-3`(V!vKRY z1I*B!A}uK0p)d$2f`p)?grszLNlJsnhraJQ?>XoH*ZRISYdv%CYsbCg+BYkcz7dat z1I!+*3WFke1bF!+0ZKZC0{j4eej#3denDJTR$~al75q1h%W4YtghOCZ$^S4=@&tba z5%-uf5OHs(1A_uIy<7nTLI43#NdYlQetv);KflDk3}K#<0A-*z!~vkg3($l?!Ejtw zC78RPC&bAaaevLfjsOl2CqO_#LX7*5J3zq=>w ze}&+Xc19rFCHeS#e0+F;Zg5_hr;~pyCpW+cf^Y^Hg5h9KZ?FU4cfkN%pd0wF%6M^E z0mjY{_+PjY%n{)O^aKO$0apkJ429o&ctIV&o`Czy0Y)0y06ljw^egf*SyYI{Y>Sy25{9_x?a{ zAjB1De{b+7b09!f!2kffFYxd3;2=+kI|9xNhq(SOk?(hy`!1_M9h6{hZeS<^j{7@5 zWr!yjbl-MAzP~2>6bkc!2K+5JLZA+gzl(72a_2LFLOi^{8p?m0+(WqkU`}8JK!l&4 zUra&>0QLZYeL>EAzr!2*xr2ZICgxB8`JegnshF8)DjReCRq?-dii$8_Kmd<0KY&M2gdZUAn`C15hoFD|4x!zhmjb?pX^4aQs7ZD}E7v(EUf?|C#E4T>k$U z{yWP5jpYBEkgAuf>mN18AN~JF4RnLJ`u%NiPg*a;{Q~H~?$-eNzous3zm`@9>;Um{ z`(LdF0(id&3Q#B4f46@T0#}9jf*tfB2$1t%Z21c}`MqVX5GYt528aB9RscNrqxm1* z{c3@p-aj4idrJOMf$ulxzpqq*f?y86S4>bu6ae(}1p49L5BXja0R#x#@1g_P_Ya8y ze7sN?;@$;tUtSQv5$1{ed!nKO06wsX*L~mb;XjA~zYu`W=|6u&aRA?cXz$6(2m7}u zEO9SE!T-qo06zEo2L}O4>2A_TfUfaGf99jQ_J2g!4b*N-V;X@bw z13DgK`HjFEk3iF~r|6BSUo=?@JiNpS^ovL@d^**9KXf5y`=ck;4K}JpweYTy-+2;D z;;q8ojIkEl=Z;e`Vq?`;WE1ml~<=ZG-%9xMOoj%7y#JeS!T@5jegVuMv z_wJwmEU;Ga3J}Ro`;~Mp^?i9gnXM2xy^ z-#^>|#_)g5op(YT+5&#ndd&CsedRfiPH(#Ct?yfH3o?5n*Cj{i_F|O+ZQPa{FxY3S$C-W zd1;Jz($$B=I^r%uRQJyQOZwqq3AMA3id{}LM`3@qO55|og(P+ZsTy$ISOk*qaH*1l zSGnAeQ9ETtWa?)(OR2DiTF3fiRd1|SxSz|VL^1EaX{E`hWRYS6rnTKTo`J2pupY&T zs7{G9hpm;fiV8&=@@<&u>uqJ zD|&x3xz#5TniChC3!Ju|QZDVFeitfF@%*$tRIsK+ z?}7v6VGhxJB5TgZEczqcmfm{PpSLuMv_{4kMUVWKP&y{R53DkM8(C!uaILg@Biz{l zkP?Z{M0b6`#x%JansvM=!x0~Q>loXxVB&wHP&-5SK6~sdcyYIS?h4whSn4%MHS5I7Jf_JJTx~%V%J-IeS;Qx+r6HV5@s3eX!f`-b#BqN( zD67)r>|{MPNohX~N%e(P3Yj8#B;OOW6EEEkD-dWBR`X&`ch)Fr4x(rxkSJ^&0b*Fm zqVI7Zg_#a_47cu#PpFU6rXI)fmG=>-PCEH8tBSl#^7&~L!xC717X~ws9^4#E$HN=3 z3;rmb%OJpC9*C29C;e&L?Vz^)aw>mkq1X9vp&)Xxayt~KuI}BtY`I=)JGo=Av>ggO z+x`Mf%U7R|#eMaqg$2gxk7W=;7wRZ8g!odTnT-uWo?2c4+d{vxOq5VCAz2i)>WIpk zk2!#YR9h_ zxs&)ZShgtFS*-Pv0>nx6ZRmX2>d+}4QOPD(zM44HdGZU2WxV6llDg5%QsAI#rPPpJ zGB~4mHZde$Y9{E*xFznvr0wv%YLynY6TBv1$`{|GC?o&=x!xY1X)Q*1f8o2w2l2 z0T5&eplf@B#@)yU>U)9ln#$I4@QG;*F=hAhi9ta%zOnw@sdq%dB`&y+JH`EW zh9<%@#5whQ6K0%;!kZdKyLdke}L?( zMTG#vW8_+Q0!ej}4p+CmduX&&z&x`5L0F}M5XF|MsnmZ|Ve>%DC;>i6l^(BN-V%hn zSzNqgf+1qJBRa|{U&cyiNuF7C=}JrW!nn}>SH_FareTS$9Ij4PZMie{-zyX5nHsi` z<7wmHtd?&sfx-p?l<)e30TmJ}9;T%YZ~99CDR7&odqr@E#B3;m|BE&p?8@TJ63GcV z?L2>K>qLLzL!>8OY-tfP!dqAQbDWNvm;{T4HsqEqRbk4Bb{Xm_>WBJF^FflTUfq$j z)`RsO{ecp_Lk(|NMf_n}fLm(vEI!Bs z$nZRlPLa4ZYyhoM=zKwq?^9TV2uS#U@LwAKCUQ6L(qbWgq zpO;)90HVBPUl&Y6I=@X)oMbYx$^Zcf~b_t=YTe|4Jq>R49lkUPY`w|0aT7xt-o zvA};9y@x*o9!@;bLrr2Ppz1rcKem;=2ynV}dy!D*YwCAeH$yy<%WVC~KbR{0jl1_z z8-6Z*^oz{1sjf0!PeqC6EacDzbEQfpfvZjg(n0>wd6_uM@KfDqV{uyVPzy$-id%n- zrMiZxUU6XIO~vaT$G%3DT3Rl3xP9CHYY%@lrIP4+@o{sk^w-yguU5NABT13y@YdH7 z(sgP{_)02vQKs8P&Py%5ovh>rse`JeF#VR!l@a2I5Ef)|3-gGOQ1iLI#H7ToMFL#n z87jNoY9#~yuIG%|rKIl5(%l~T=xO)MdPaFH$B2hHHuPrmQEY<3J|yL?{&*WKV}gHX z2c$JV^HE=S^(5@?ir1O-Ugwkc4VZO2Rwc2X=X-7Ehm1FP{~)IKrIo>}c3RcP$T^5H z#m|H-8(qMegKe>nT|`N=5v%bB-6k!uq-q>4!_0|YOV85m>mKvdF48@74{%WP`zgAI zrE%v|=Fjx6PH+cRQB72ec8_o44@ZBsB3j1@)#KS~>SR$Z4CDt1HKvykti@}0X*sQy zWt?K2Y@e?SoCl$~58qR7o3oG20^2_tcl>03;u$iwn8^pVg}y@9)GnmJ!{JDi$F12c z_%@t{TUn<|AE2dLw>W!f^EBIjp&j}om}1XPySmsKXBJpuQi$5v6>uFx;=O-zpuITP zv{59SdLod)5<=?frf|0pe?`{*_4o*Cv55XS^OH>Zc^~}r5SC45FCXy2Zvqd8NlA$@ zE`Sn*!)q2|@p1QnVS}F%innC%9_0kr&v0Pj8L>L69vsVN)0TGsfpk++BT~<&`^ONGuaUGlweLwc26URxpFS!9X0YcWYYDIh? zRSn+N5GKiJ$Rc4aO2!s*<>pt#38|xw_3qtvX+JY7i_`8jRJ5TtR0O(y+422gTQF&! zD_J9=^QIbOabtg$>>z&@n>6uLC1D+HNZBtwmy)QZuIWOipar{^`#Z{PW^|!F$h8TB zCygvv>WgnS3HuQmC6&z&LVCt|r_Jep%1=SbD?HPPY)^Kfb7Ac`_@DKzR}l)jm^|9} z(6qR8IZWFH3LD#~StqiTy5KyDuSrq~b`0-^_sX;spDi4Uf;)ddw#_kCzi7afeYxfO z#lZbVG)+ZO$S7xP^vB%Gy3!-Q1SxDIYW9aVji-`p2n@~lF7iLfd@DXgsBrMB^+^pj zk_H2iTJs7+xN0j2q(12chz!uA<9fW9?DY6v8YZ_E zH|#H5F{j%JFlwjs=II3EXS2&gbT?E21Ta zYIXyT4dm>Yomv3Ks;5;hSu~DT3wtG)1byl1-0V0h!y+>Qj4*vmGk>-F1Lcxw3{?YX z%zV9UG@n|FbqiFgQr)o2@GDzJak^i_nl{u3OW+*v=y-p$iP)K--_jsj+Zk!jvmPF7 z!DyihU0;)57hCbZ#e}FY`GD2`#2&?|ggRy~?aso<>}`$?m8FAHg1Dd}3yD6Lfu6 zSKnaXS(jjg7dke{>N3#Hr2hFJPEY*~r*|Nc(e{7xW1Q61vzo!9kQXbO4c>(WHDT6s zk8oM0v5|zc>`KmZVIrB*kw#QE^q=;=y=(g^pIS+k`ydPWwlY<5ym|jzJ)g4la>4 zzhI`DdF%1qE82_JT>=yCO4QGY0?rMHr20|8XT7M-S&k}OuwK|Uy{hTwTaRHZ3fZ?_ zTT7ihYLYR_KRf*+@}jcUEv#6RO!mB|T2X%(@Q3|ZZK#&MDJJ-_hUyxxG<+12p{jba zvn1E-My8o^LBTUB6nRb$S)EjupGyvN9E!Mk+F;1LlYM&Q%^uqA#!JFJV6@t<{HcH1 z)$f{-N-UM4=%M-Pgwlt~F1PJEn~&9MULv+?+1M9#(*m!55hD2F$M9~K68cvTahHFD zpT8HVgvQwZQkD&J$Ku*>L^?@0v(R6ab)j0zALv}#P1$^JRMR?>5~;u{@#)_Agt4aK z>2aV?Cgi9PzGzMi@p>EDKEKv+)G~6g`<=wxlW3b>`SeUODPhKe0o$+?eIAgifFORj z!-GubCgWUb0wPO#o19mMBrM0?c-?>D7;REXXr)j`5_cMFl>?u!tob%N8rm*oomQ6xRtgW)z0fe9*rgt#Kg{AhdzTRX7EEF69f=cyUJOV`ya=>>LZDhZP*mwV|3@y9%1V#{)K*^WhV=; zt1V+~w@WM9pa0SeN6IyMfBS#*)yC@j`QsGwi5r8yEcZmvx;OQ%IufGoc^;AOR$w`W1ae2-N`pVtV%`Yy}>DNzGcHg8C_3-{!W@;VoV1BGQ zYa~X{I%CdIjYGGEdEhdOPtW#!T477`Ay>sl%$LSbI3zP9GN);}h3hP$-Ze%v#^%J& zAI(x#X{X-_55C#ol*@lc8Dc-%J@2>-QKfV+Rnwl}=GvrylfPBFEm^YRYbf`q?ZD_g zLv@btB7A#!X~FQ;KT^3IA^%Y5988jxoxi0sB`@p3DQ)I#x2Dq^BYQVl)O#1a3|`tZ zRn{C2OmAv>LKrmiM#(d_hw`g&k3!EDo+H%_T1IioOZ^}z%vgWs(Ppi)(MN+Xj0@@s zRL`%hHfe6oZN^g3>1ojMq%t402L3PvC|h-g-3({2=Nbt0*h~37YDi=h zI%YKLmqfbQ6YtHkHXt-#VDriL73$sX=g@naE`+sH`&z$i#A=r1Tsg>ZtFsPu&Amhy zfqf>j+$T^7EyaYo`aGihq*x8{_^LH!Uk5h=f+gtNx5xXQx)nI?yY~Qwo2y~OYz&Q3NDRte? zBGu#xO(uv$HSnw$Gb161T4%)^Fh!1YAY?M*|Mh3D z*P3dMBYOXINz|$SVp$)jN^*=iVfeL4Y0i}oXVsw-Y3w(0k1@$52bV{sjn#AHG0xZ? z-FT%r&2WDhK2M{33a%Eqnpn~*b7i2x@H4axaH!7!@8=+^IcYYeX7bDjDjC z9CvGe)2<+NkTh{6j@8@;3WiF$BMQ*&3{~j$C1D`eH^gTb zfswD-3Y(s{vE)^)BUQK5{hHqG+**u*s1J^6qlSN8nJy$J=ip{sXB$M;TFxyT_(@U4s-uf>C$L6O3!pD1qTf!T06d&upnF>7XYfL zztw*?*CWFIo7fyJVVcJSVOl)Ylk;Y!M(g@<162x0HTH;3iq5$!$`8Ze`&AAEr-s$_ z#o8#V8TQQA%zAlhREK)Q@sfS=;K@*|c)5>+P=D6zAF4@-mg$(sX?FWtfm!mg&tp@H z`q~Lb0#5W{R39dZL>RvOz{Lv##>JK~(71oSao)~4*q-*Wo_`WF7ax9_kym1K)Tpb# zEgQ3G{<`|?>Ujm~4DJxUc6-6vOrPvGUiB)(R>m3EZSv2$RL4*B9XV)vPx~Tpf90?c z_m_(fqtY2|evq-$-wQZCA$fihdsre>F4A92FlI6K5JP{$JnI~_L;gsU|9!_s<+Fe8 zF-7I*lkfUk7|LOL7*-#`16t>nh-Iy^GPTcvzPW=#YN1vK@x+hVi12H0yVZ4d5BSF- zi?jKjwz=`-D}Q8N()5xFPfvnUBk&Hz{R4-O>&#NxRaaKuguzP{H!~{pbiWV)dn9QY z)!+7!`H?2ZU#iu;{Bjv6`pm$-Y78r?Tr7Z$0H=5GmB|Vj)*L4%t4^6(WIGoGB7&w0qS8Y#R z564+W>xd4k=WuBueBRR73C8`wFFBY2j}(Yz4s^(z({)?+R~nW1@cC6}MkP)4>d#GU z66U-M1Gjuch95@=-$B&iG9y{qGM;8lvy7rp(a57Xd?9G4pJx_lpoo6r&;V`1oo4HgtH8AophF{raJaeATj^BR6C?mK+ z2xI)lb86a`Gn!daF~o7_6ORQ2e@}@yxYhT>FIsTwpw0rH?TAG^+ zcT>#$F(qTc%wOvyno?Z6ZDD9m@24iraEELv7inFJUXpQ9+xv{)Gy8uWpLlww%uJ{I z=qv+{;oW@0`OR#A_W8l&V0M)umpW614WCpEywl=F7_3s6!$pD}s3v((k^30;ebSJH zd@qL^R!#tkhgnQj#s^uICAFCV>**2RK7X^;1T;4{*9zR^*U#y`7D^0$nNQ)*sCNUM zkM6#Hh~rzMzY=PG1o?mXKI5U}^rVHkExu;zN7GsZ9FOltvGXeR>RrMnjiLJ$ITcqJ zJLz0QBGAQf`hTx!BV zAML$V#peXRyBFx8{5VuQe7gFQp5cEfz`r-*^FW92-Mpi-sTYldZuz%@p}Kz zWsfC8Q5s*qFS37>Wf{apN?q*%*flcF3cbRMBdf$N&wtwAYhIe0YM1Evn${9Rl8b01 zUJl-G5EI+YIC*`(OVUvLD_is_Q6|&I3YB!~u#@cKY;m(HIZ>@rAV`o?yxb-aQ+cf_ zMq=;aN3KJx|8_$u5WSxio+tumrhvmpRyW-g+|~rb`5k|eEl-FOG2E{4tZGUyb?4&! z+1Jd{v7(E!_%G3~_vk64^MYHv!z>Acf@Fhu4ZwhICPU279#B=|ksCoxX6|b*x@{9#&7t%|hLhqW3XH9}rbNsF&w5GZDwqu>>gRJ}`2 z?v!R(L0q8k^lq|8f{p zTbu)>J@&XSjD!j+Uh;Zrvm&IHjqSm~3hZsdwAagoFA_VeiH~Epyq_jAdw#gx?Os+N zzbW98gx#1Wvs^zwVY2Da!JBzHZ^U-%xZB^)yr+LdP)RLmGUDU75qdPH;uXO%#-=4^ z^X!zSZvF^^w%?h3%>v#1@Mz-Z3)&u^zHZ?qmrmNO0N&Z;k+#7_4sw@lnmO5-Iysiru&wp><2v1Rlg9`Fy)|)*h1f|_#!>THFka3VO{~+4 zkP?5=*7M-i@o10|;#I^uA_>Pj=>s{xeeWDKTMR5Wdn(_K4?D!&!u6D(h$r8yTCcAj zc1Q)2W)e)DQ)8IXwndXPZj8pZ&Bk^bJ85j2U(ndLZQHif*tX5vbMJY$`*Ht+wbqr*>q_Q5=$cY*~oe=(_g?CAA;_yU{F=`bFU_`!# zdNWt~!6O&$FYl-ovyM%^7cs5gU4u* zDZ(@i{g=<1EN1wgOQR`s3&7fb%JA^yu?d{9xE~M9pHOYWi%}VNqconaZ}7=aD~ExJ zABmm|QT{P6f%|AY!=+$Om6X^Fp-cXSZocz37YM`7=S|q=C3-lF=`g(qf)goo2JHcG zKGi-K-~9|!Ugh7`+KZuYe-TgG4Q{b`e7-+3&Sy@M^$D#IXy%GAzyWN0M(FbLpHuOC z1o&m3D3>|zo)%qjbMnKm`Xk|E$Ye-9i>BuiQzAPt5M<@+v{46rQIEJxbP`h zHK{VTK^-d}PRkMyc})C8s7J!2&*9dM1H zqlQ4D>m%VmlQs8z2@fbgtX4%_^Seg%B|q70oY^tu0C}#Mt>zV|XRsGHk>3(1eToCbIA!o5Q*! zcjG7GXC@jkAHXEwy>{8uB^}Q}vFnr@wDUZBmzg`^lDB+yEHJ8{@_kL6m}K=m%*dxuWq zvIKJ*JUx$mFxL((|6HU%RPa1bd|3W+qsb#>d^pA7_*nCl6#;!w7&|=;YCFy(At)2D_S^)2Ll8l_e@%VY$v-aebu~M_ z6S>?i*BiH6Tuzkd+(IH1CyGMDsYa|knHaITr;4}+X_M`zwe1^zKCOjyR1CtQV%n01 zWpZk8K zba%DniR zbDiBBZPtw8Mu@VNstWKo_R;O_vi9-|)c?3d`M>Ee*8ilx(2=+p|37zv<=^i=?!-4H zPPYHcez`y>qguUjfT83=kR?h=)JLKfw6_-yE&uLe$0QMlkqU)XB$kk(A(nuilMyH& zB~3_(QwBBvRLXvG|D1mFKJwaH;ac;4aNbzDa?QTcV`IWlavp5yX=F6Zz!bryMO5Zs zjfe2>jobZQ1MZu>1r~be|1}HtT)C~TM+!*?e086ns&k@=FPID1i*N|TVV4{oLHv;b zBVxWq(r{3ek!CJBDH`}{y-q5?ucRJ zTusK@4t5DN^cz?eaMbyhQ_F$-F}$)J9YA?qT@ETVK=i*dC^cfzS64^H%}JLg4XryFKME>Az^uWK&N|PF;+& zb2vvdm*MxXY(&Ru*t=wwc{+cYDA8~u?;ze!<-dgn_J=g%gTHpF%CnM#M1DDn5zbbH z=#jL%x(CqCN)Yh3R1N9ji=b~4Wa8jLB|rxB);atpT!(^2{L>oXL)Hv^8}tRR3;C3W zegyA!GHnWg+k?ANqJUC-f?Rj~0yvR^9|D4RznXWpP(Z*y+lci!bH1;`heE!`XO;w! ze2xrE8pitdr2i(qCKR}?p5CH>B5u-VGONx3)&T|#qhfO_eN(zy&+Tqm3yTy1LR}f5 zAC%-o@Q^};C@2CNyF~X}8Zto6NOv2^7ixL9*l%A4AdPHu4#0l=vV8LgkcFY2ue8N5 zi4ArHdI1m{#3ac65WSc$+mtVam+ss*wWKeop09QSI(~-gE!AGV!>@i=QKC-&&pOnb z(_j*VEhJ&1f3Yu}${pa?0@_vdHTQF^EIa^(D<{n5?)42Nwo7wF0B9+PL4k7o`j*J= zF|G%GCzQ8Cj;Xg_4Fy372^#P1&j}H6KaDT z+G?C~BcZ_!e=59}1I!bM;bga$9LyosAL5^~4xBtl2;XEP^nY{Mcq(uB)a#XwVG%Yh zS94Bun|(+~!14Q8-~KEpmO=N3Mdu3GP?EhcH+^r&p=v2-9`*Lu^ZW>7E+SfKxS`x% zrW&;}t3_tyb33`{nP>ZJ(PwNy&-6X9Fa|Xnsaz||sCv5b7`Qoleby=F7&YBQJYGPk zAWx9(jKpSsB_Uz8% z9F?ymMOf801nw563LzDtFDfe5lL2zNq(hJ7l!~;9sdAhz{!bpJ;NPALohoWBcC{+$J>9-5BWX7|Y`4niWHig{~m zXn01=4m$Hb70#B8a?kf0X4}^%DsexON5e|4++7Oj28+3E*XuoXljlHJ-GBS|MUl(4 z$a6IY0mQgJgkH#uXVbQW%;i>PxUml0)D#Zpf;uh{o;GZ&Sd9hnH!sa&Q0B&@xqm-a z1I$FN5L;V>0Hyw8jJcH6H8L>8N)QW{X4$)ex;(}5iGfLHQ`=u?;oao^@y@g z?&X7U45Ww^>JT1}^UY8wiz-E15i-V1Ym>*LE#g+Z+1biYYMB)oCxATB^m1Q%h&|RF zV4GqB+Mj+Q-{OjS%Rbe3giIe0@2NU<)hDA{0 z>@ARo|GqK-e@{6;B22DIT?k!M`IlaUWHW7YsLiJl&(yf&soD|66Tv9{u8nIh76gyv zE4nmQLGHu#g z6gIN(wyI5us?a4RYYCy3wARAxuYKGfZx#-C=}S(ew}y$wHjxnj?g)u}-jS3A7c?hi zR~2A-Qq@VW+C)}^0@=Cd6U!W4!okx>r9pWl}8=~(`Y zh>FniH^_vQJMbE%MO!Q92*J$v9BI*ySK19fqfOn z88I#Gu8M^j6lY%itHxpBiFof4vB?AJzJ8Y~+GNKW(t7BlgRC!ks%^@oQ9YXc^?>6B z?=U(8^#Tuza|)jz6ph>HP7sD2jQkXzDt4+4qv>{YsX`B5rYs}$lxk5K%1Q9zt(S;=mItF;{1 zlKfHnCZ#uq)lyicV2+vq)CN8hF{hHE2gS=4Y`HJQpu2jFn*@`hu9XC9P3~CLl<5YKvQ~X>ACBdw&05R zW|)lijp41sf(ys#A%5{MF3oiGeJT0-!tbQEJPEBSJiQNb>jyK8heFm=Fa|2xKZNY@N^jhAPn6mWQk1>t@+=8B(!1-;+ zjyp#Xhk9}t*PsoaF8KKI3o(tI zZGiIaG0LLxwy@T<4}UrcCuRL)*a;Qf>}86hTxKkPU@%{h@8sQhQ&*r78i^v4*T8vJ z9?^xYGgOz~)c&p3bBy;(01C}KjP+uujuFwtk-xHvY$xdBfzG_UW^yq7cAa?j6#4e2 ziY76SScGpcpdWSJh}kYq`RJsQ5%wZ5^13O2U?C+^TQ^Y_uMynGy<}vkdh0oYY+l7d z{cU1iec9@Sx?TINHnsDuC{gxNwag8<>LhTn{qWbhne~k2TFtt@npMbXT2ZgUXZVJ~ zTkm?iYXiKgY`+-VRr+k%nx%HL#CI#w|rn=?^F#G|r! zUX2yl-O;Fg&GOrA^pmu!)23<6eu}5UKTw7A$%Wi->`a(f81^y{W_<)6N*Z_{oUou> z&|HhoK#ik!QwBs;X)h~7tLDi~sq!DIjm|l=$ut3y_r^c@Tr8Bo-{xRQP%C{9`g{If zz2x6-hb6L&dNUIMw@&tzu*Ku-W#;ahxt^|tm4E$lC9#B2D-y+m$owOfypu-4!~4Cd z^I=gq-Rt~ZfUcwT+k|~QhT)tCI0Rc4DDpCm8ZPEpZ(rTDz*KM*-!;*<9 zTTq#LQ5Ah~W!=nw7`XiunF8y-?aV%*H`s-}z}Fk0iH%C6qU*yUm7i+=lt7yfzC{tE++)?ID^J zt+jzX%89kz*Ear}O?IO)!`fpA~-GRMhUz0KTC_VDscC2JU1L?E_bU5Eq z#*;*DeZ|)!Nv%}ow5{J){&wA8d3Vh(ZT$+rXYh(Dl9m?bE6Y~@8{@sSkB zgb}s2n(;BiB!{cwrA{uc|I}gwXie69)}ry2^nP~4C2mLhY@*bEz#&nN*QuLUxtA)m z)e-*X^z^bDzs>AmK5Rv_X3KBn?LTP`-}=$&=(Q^uuC5_#BC)xH=EBgHtyN-vb(+qC z`T!7lCJW97lE&36{HB=98>uZ{h;@&VORbf~95+~D*zR0Dw(;qeY4p$mB=a28h{ML* zlvl$2hD|kN^dlLKWiIz(;nB!_^CB1J}{-pJF z7__dXbusaRJ3(8wwb`?okZR0mR6o6lyKvp4(AWEK#t}jnLK)9;FgUddKFA*l5A^mF zhSW(k9U1C-8~a4wcrfq+V62eKgbr&PuThJ2kfulAmV6Cvrxn`6D191Be+6NZ+bAM20MI;ul*CJ>l0}DU|%9AVTC9u23HbiTH0ZET&hn2!ux5LMwU&;;U%=_<{ak@jB{JP=X?i=9xvxPF$UcyK4(6pAINGv zHSA}UdQcVz7K@uMnH_)n-x*A`6p(dLt|<@g5fu{bnXLcCZYv{ ztc`y?8$*Vp4uCC}F{M11tBhKUK3Y4I57M&YnAgxU7RRFldYN>#;4;%GtVAe09vKUI zMWaj2iz9IJq~-YW6lTiPZI3+LBOVZ%ow8S45w{Hyp{-EzVp74vEj>)MPJNb2`dQ|kv2Hm5xmJD{P=Q=*`ZY? z>;o9;Mna|sf70y+xMunnj?TQyUn zv}`W#Wxg&D9H(o-5x0^pl}hA#{Dbwe5i=HD8bIYG&~Qfz>+RiokBxZ^^PFT_DnX{*yVV>PMkdYxlbUuZ_ikyst1 zCUl|Q-bw6gn&lE^INz6131qIx8qz023w5I4{TmQe(;YMuUL2X4zRB2)A4)D{VjB29;1{N}{H+U4lq9g$q1 zu%>jEaO@`7Jb(I@f*0%u$gtW#Y83fvL9*HA-r=o+cl?=d=eSQ286&Q=S1@MCOgZ_5 zbUztY+TxcY4tp1CU#R=MU;6;QH*qDmNZ$itifndd53%DI)h%9c*;4XLPWJa%kXu#LvnWP>ZiWQbTW7sQ z-qa9;;3voYWEx{>2rq2}SsO1xqpnmaKuB$`UX~?Y|1L;SxkMaj)%7CZNV*2*5jEN+ zAJRa+C2(dsIr0~0-NF!%D?u`$aNZblp@W9N*x3PQ3&IYJ%gcO1`UmWXlQyz6#Yig_A(mx#n!YU%-=ZHiDV*^`&fDXUK&px{|ej8K_| z9))95$8<@n6|Vp&cQNHc1r;*0Z0Qe~=7zN1Q`VHkf1qTCw>r#z#zd3es^a0fo>dC8 z)%YW#Bk>c1Xx3rrf^dIuWaFvFc6-L;Fs)%kp*#Th++3iH;$b+sNsn9TC-ii=tG#J=DwH z7llUa>-4diyAiEgW7047d{rGA`2gymkeOF6;n4eLZRwO+O6AzfKh>-oSLMbBrXwex zB(FDn+ZMnuvG$T*36qK=lr#~^cQ$=iOj=fIcTLX4x-rVS z)#A_dN#U~h({Z=*CK%XT*sAq49uiY!O5Dcd)N`km7#0XAC#6E}9A~xCV#)W*n_PZ} zZ*x9V<`mV)>>Q13X1`eM+ptOvWvg6r=NI5>!JRg34q^9zSgt?NR=y!|na4bV z5dx$97?MiW30M>O&zF5}OL<$rtD6l?>!l#8^?Gvr7yQ5HAG;^mnWaA6J^mDvd=?v! zt1=O(fbFAnU5wFqN=NZgKc(}z8!tML){SP=g*1+-%;8DxUp|gt-P$SU+}xaGrv$Pm z_#!GBd(_TnXI^tz?*!s+FndV{2WVD^9)jYan{g&Rx|qfN%*z-#9L*oBt)|}}RLaMU z8XMRA=pw5Lh_e{^D5wHkddRAqJ8Ctfqc~rlMeB8##0>sLb(3v#_Cm95CWFrjRkdy- zVv6%K){3j5R4fWc6Dg%Nt!B=>KLD-qkOTeVslQDkaZxXJ4g;>h zRLkH3`s}6BYt;~v67**6mG{m7V&{*u6r1%pCfWj(687>-hfl6-shIDvMoAppdT%qF zl_UeD8zR~)cjIc4ba8@a{i>ZAj@`|>YY=O1j_$_P5M&={YlhjId9Fk6gMg=6NiZDE zX5^jmE8ZAd!YO9+I)Q3<=C<^#MxlfslfhF<*@dJHcs%Hm)q$Rq^;2N>ck#l&NX91I zf?&rD&o%eQ4Vm9(@AH47Yq~1`dR$N@$&$M_pR4FbUJm@px%|-!XC2D1uW%ssXbvUU z>~7)3<*jM}PW$v=b06u=4**Lvv&t(_6f+pK(xaeCJmVflrO=Nxpx`8&?%FAsv(xCb zE#VDGQvV9J>tf%XT}vq&NDRcYJ5kJL6&?x@rf1+r2#nULuG_zL>uY^Dv$$mI+x)T* zl3AK9n7r*Q#*HY3<@|(pxiGycm3N!j8-_445VkFg*siSx=YgWm`YS$I-Uo@*b?bMV`u&^Z^8{qIeu-9eNL1cOc7q9 z8nobP)AQ;N5+M=_X>PzhwS;&Yp@cYifrNPJT)Gpu`CPcKuhdIkmg5!g(|?!~iH&it z{C5-Qsl3zYMuCZv(=lqBp!$dkf;|cyU|s?+zIjc#tsqDs;IKEKe*WMU6=J{8;BGnO zdMvCl&nSILb;)<(3}GOsE|lVV9+5F&>>PFejtK`zus+$`-H)A zz;FGzK^k5_u%S7@C40(3?4BNcxw-OZ-rhf;w?Q1izy}6J-F@1>?Qam`|6+tjn1RgA zAhJ2e>m|hOK>`gD`qlLX-Ai;3A=D~;edp=vdFQtd#CSm?Qees9`*NTiz%lv~65;D2 zLG@I}fpQaajOZ2KAlHCJWaN(ULkj;P8N=BJ1HOLAOXqve z8G_#zk>v-`HOMD7t}jS-Pj}zP!9Sio+UFV;I3&sXx}cpN@^D z2)OGrAPU|a1Kq$s@*Oso!w76|GAE{r6(3swrUGD(f5_;5i(A!t1!=FApTp)30`((-%E|~B3PYKP( zprA1L*H8u_r7zAuz!Z|V*L)EZwYZNy-KR zc|Lonrm$@2!$q=7x#~XY)|#j`sjxK3o%&E4{bHu3B=iFL?C{?O(X~e=6!`bR38?{U zIOum%TwbL6YM#%2HN49ZkdQA)3~xE0`1~OmlJgTANv?ncK-N55vvC5r#g*D!)ZK%du_K~CaXsF1uLI~ecx>#w3T zq0fja_5sk-lgBMpXEbPD_**-QhCIL>0{<42;IlVZ0=)!rKoBtu?B|!lB*FUgQb%u& zT?jrH%!hM-PN#3rS6yx}+<91+XpEWpC%fPb%l))>;?D0s{nh%YXg@%Gd3Xf6z>jtF z)%rjH(0gTW0WY6$te$Bo@thfY5T{5#5b-}yz12gopwEI5PLsb1Xxb2`x+8#YdqGf; z?)hpO_+3!<{m{#)Za4uDez?q8eg)QJ$UslxF9>LU@aujex$Y}DQn)|ws4oPi0ld6C zGmh_ChR1E6x?f$agh&L?DZg#7L6hKI-BC9^6zJrSCfk`J+B@d(TWdMMiLIX0as8P-(42PA}4O;4zGV@ z-$PVK@+9;H-&XV!B?rWDIC&E1y;+(Gikadg*h+iWE$=1TY!d{p*L#4dxcMk`#@^3F zEm6Xl6k<|`AHHb4cb^Y?tN=H%Sptq7Vuxk0u0g~kjksB&iH!E=Y+-ghL?@l3w@}uD z9CsLzs}lhto7*DspW;HtpUF`t)=Tw~U3aJ(mNHTHhowG4c|Dp3zV_@f_UdHd<7a(E z2H@L^O$_U1^2Ab7)003W;}Op8HGVM6iWgS9t3F0{A}OI+COJIn+1tCKpa|m7G2gKn zH$asLnUiB&IHNQ?r|+O~gX`7P|8!xD*wAg=m)D=fLd2oZJVMBTp;cX|qcSHX=LNV#aP^9WkZy%o4M|v{ zk_aC)wTk@lx+bM!3Op0U>OXr?BNk>T5XLE-AMp2!#u$pSp*p!Di&?DLn7w+BGK@F7 zvL9dwvCU6ive~gx%j>W5^GJcVUY6}xS7gkF=0eHT9aCyyN2n{L^tMVo!u+~BX`Y;a z?dM^6SvC8vE(2H$i_D~5j1vX1hi?|&V_gkBwyiGDvwJU`0vY-Q3d@KkQuj>37`@ck zD1Xw?`5zRAFtr~28#Lu{Zg{zaadG6jQDN1yr1`WF?VDH1mbje0G(IH+VFcv*_;85m z8&pg2CdeI8q9E9b`-JF*D)1#Mi1bTk_C%tExpx@w5^r*|%g3u4*9MO{@CL#V`YE53 z({)qE5kOInmwt2FN-AZ5=VLUfEeW)}+CkVDy+Aa`e4F+bRAoQLKZfA0SXFJf%evL~mjd-XTX2Ms}0K@F|Fxa+E=a6|%(m<+R zuiXsnQpLY!ws6GT`q*r~nFzR8ho`Y7PMl-D0%@~HRKqtpxPxrULQL+%&!SO4&uX*n zs~=%5e4-+zs^(j03gROTcSj$La$Q=fm$~UdnGxN5$LQQLTdcv|KlB``$VELw_2GJ_ z(aO~7!dqM^7u#GwI5W>qrzIKsh3W+Q7S3E<$uRt*eFq%cyh(VC<9%WVj9Cc9ft9-h z@KyrpD6y(NTDp6Ir=Na%is8YYa?qH%>8OD=h;aI0;ZudX?U>7$ogErc`$6Ox^lixF zv@z;4jl{TLVimeCK>x06@!k8AxB3YtKj}r5-xLd{QQi6Oz=h>+AF_r`FR*)B25S|#ze2_kzU&pn5QHVb)up;D#;YBoW2H(xhl55hC$Yt=}5z&`M;F`igIm7SK z(X2;r%bfWJ9B!{hjAPPp&}eN0|NbMA*A-mv_SV9(G=5D?@j73oD@jAYZxXfLmfpz{S@q>Ov<_t;EI2)(@PHt;yJNTwxz+w;;9+X|( z<4xxE@~C->VlI=zJtU*KE19;eQDW=#Sm!Ct7|oUJp3GB9r8?>Sj9#*QfxjM7!ajEe zV+1RnlNq|%=YeW%Q(i?ODV2>C`*igRqfZoO>Hf_e5F>h=)uBlxhT;1w^<3yXs z?Yh7R&E6H^PQ|JzNpp7CWO8smK1h2i!qzR?q1E(9&taE2Z$F)=`${u3rB!3_Zq>Ql zfyIsQK6#6p(|IvhKAWMbF=hYUrw|I%iaeW1!ZI4J{-Hkd#!(eFQ1ozk^{8S}*n|dV zIp3^fiP3hQ1pml&SS)4@ZmJ>amvWn|=4rD-hiOkjx>f_y%s8+g+*udQ`ie7|kht^G zHBAMkh;rC@8BgHAFGo9JcrK?>1;zjIY=S_e(eCOR)O{P_XMw?n2thO1nt{aQBRlH&$VcBp1thVI+^?)o4uCZW=K^ICH5s-lNN~D$mDG-B)eJ ziDzAO-OH<(0FSr90kI~lz6McIo;v1ivB9i9@8ON`jy|ZGIzM(mWtpU!F+B-xHJeNe*l;Gpjk)3_nhc_6p(*2}7#;i1NIP{hrVl@LtMrmR?6JHtwg?w5JN` z#(8MrDy1L+P>R8Odm6uFc&e5Rouob_`T7dS-1P1u`i9B6Q?J+&FRvk*I|Ux@)2sjJ zoUSmERSJ85r_GJIgXGoa+--PhiPW)}=&;7Z=xe9w0R(ZADX>w73u)iCQ-v3nga+oF z0LwuKtRzd?#5Er|8N*p^2INW1cux9S0(WPhpmRh3173|dY7oVPweum9Z?OHy4rcim zQt++puoyqV$$BNx0&}Rl*Xz#VZC~UuJshi$(WHlKbad-7eQn{yW8zzu=SD~3}`0xOT&ulAWYjqKtVExI2A%ngAaY!o{w2yVj zW!sN9C3dwSht*gV=WI+)Zx%_5YI%;2Z@We*C|yk(9!(mfIE{e=@iVn+Q-?X~6*(p{ z_7mi(y+-o6YOlrqe2Szqrsr-v6yzkmh4%g`RZf2cq?3M~&M4`531z6*?+k}Z8ypT; zm%F^}<@w8VRrpPt8a!|m?M+y;zFQWVoS;bUFMoO=1^n*Xp&C_T{+TT{_>Y2oI0w}< zL#CIMlTM;PQw^+m10KB$glF?Mm%~ul3L)IBr)huhV{q2;@m@j+bK_LJ$1V^c#Ny|N zX~qAUktUTx>F2=ZD~v(WwWdEh?aQnH$v=Tp;mQaZAGaY zXq{R53@K&1fWKsv*RAi*24Y-9+(I03M6P2=d22~^a;{b}XQaYbRgFr)CU&U-FPpKU zuZ!MQy-f~$+Mlwv>zA0{YE2MYTU#kKd_=Z~*jwrG*qxhATeEe?QkcB$qyxP0VsQKv zkkdCA5y3^iGOsg_}qRVJwtrI4GEhleSBT^-rci<6UP8qF5Y2>i`yU3aIt7{$+@2aNrW`q!Jejzskom|0icNv&V zi}8=2`b&y>x!(sY&LM_~37<*DtSjRw1xGy_Px{&zQ)(jVV;z=u0=pfU4+IpJP_JUR z(h_Bu`F=>nC(4>?Do>?m(}b7Pgg^9eP)nVY)EF9mMpMuI5Ve|jYTfIN&lZ}V&T8EX zK2htGnEi^w3b5{0lp4JPd>qO@_aQnJ#`0Yf?U}6B&Zyk$_7R@x13$$((!n?;i$AS= z;uMweT3d*0hAoqR&E_hUwQXc1>#ekwRN<#W;B5F4tEzsd_ad;XP+6&+dP|;^>*J1 z64hq&DAD+3NIvUti5E-PjG@geZfL}Qm02dEZE%R<2pA3L+|+e0f|HYmrgNNJmD}#s zDA&YachtS#F4f(5605QbHa@Wg{c77F4kp75ZQ z;BAO-sedUWw!&6JR85U1L!PZ0Q(4!CBz2VnEuo)p9_V>?(}z>HDr}|?8I}ZR3mWVO z<%r9dB2YBD1Xv0$bh7_;sU37|sae>rSPtWtM6X&J8oxCIIv*?!P{Va{dabqNes#PM zme2jJQ^6Bd1BSt7VEUAVm5<$#PUJRfm&W9V&0`MzOM$4z{kWKO86mIK$Jz&17$xk{ zb|c*Ilf|4fpVZ)qZZ4CS3q8iI&&q zho|=uwMNUOj#Z6#4ZGBkS{rqoCEb87a`{IsyaG-c5G=QuPfjqjX*a8s;o|NvetPf4 zUY)H=1MbK{tH%&1ixx=S%X6pv5WnE$!3i+qPgA}u#>cz2tKJUh>1%ovtF3L%9&ii} zH`d`{>(jlDQcn;MdHoegmDQe5x)hcD7_}pWzw0p?Y`M1?QQLo<^GQJz>h~}%$}k^! zQxtguQ1!Os*MBcu{*GZ>QSci*{jEXwL{pd7Tur^D!yGcSh)p6~uPdMY@M>cN=Ty9n zbudT;t5@d1S&6;p5)X@5ODe(}Zuq@KuH-6Y5Xg9xZ1nP0rF~jKQ1C&oYFZj%4*t$o zMrvh^C2;TD0P^X~zveN}CQjfuaPu+R#XvG%Qrn5m%5_nqxJ-wdK3#F24C6J7%1 zZ*1PUgEmQr0#s9#w3?0u^--D{| zVy_s#U^A`gu_sh=A71V%qrBVqALDDr54yXV={#CG+9Qn{;{I<~v{y+NLf_m60jh_W z_HgzFOQPP^y85fPS6A|~Gh3#(ORj1|jo}|_1kUSSt2Qg8H50CVs76_3N+{nx4wCh% zQyl-IUFN70KVw_a0z-@q_+p_Fpd=_P{m?7Z8APhT6imk~b|qd~a}FB;gM z`Fyomiu3vE?Pg`{Y_({Y(F;|kRJj+13|{GctY6UU4(|Hyh$k(*@?#C7H_CmNi^DGU zV(zd7Y#2;Jewk~J4e65r9uv4-RT;!AxL7lU=E1Ua!p9Hs54)dUiLnQKZrDq&jA;H? z;}x$HDT`!2tzaDM9FNck2P|YeCpp<72j)ALo==gn-yEf0q&+VupW0#<>uad9r_YHu zhb@UsY|$itCa_{T-i;G%g6&bt|j`s<|&m^2e6X4ro?b=fMj zX<8CN_YT;mV-N!CCcqJkl;(%@bIiV6<>wslGETiX`kBTv=ns$V*0{}0_CC=o;4>YS zPa!nLuYf(gq+GN|>7jEduK2g8dObNSoqR8m;JN!t@mMkb{M%bGf#eJIa(Gg2%CZ+q zTD0B%SRNmK(as$=uy4rF;9hm5uJ43k=%YUc&29R`g9)8u6sLjo3R4kYd}-lr&ho(h zfPbV+Uj3!D@u$dQrus{OoBv+k=KPlB}{x7fZKs--Km4p}+1T zdg`4t-GX_+ySO63)NT{;a-hXCq0IudE3rTE>`zUnCs9HY0D6WUB8Zg*oR}CxuNvRZtVXeL(Z zlQB$9#i>vpT?$-9N0lb8j2AO?yf{~PVljdcOBl)rif)cZbP)zks*p4SV!WKW-f(N-62Y%MWvD%`5%s_W(T~&U*klnFy^@?n#VOp0s(5wm zh%1N=P3PmUT4Gn-hRHJ-HFqvh(bx(F6pVEA%bQ49rN%QVdIRi(Kv<*I!90W%Fe1DG%7&YY#V-G$izbF%@50y4)1Mvf!3ElM z=@reS2f5s#xH8+~yCh=B^`%`*08Pce$?!Q?qvdwbD&yTGvN-FbH!$4%5 zG&Wbnmx?@m-yf_^0q5dt*`|b)STpe;+x&TA((Tp_)MeMc#5Nyy4oGU(CbgT-M=BQr z?6_ig>I1UNz9tX81{RtF6PIbHVRnZLkF0pH5kw-o*po5jZlxtV*DxI;h6?u4Elhhs z_vuXsRAe?~(s?ddftRY*$5_Vt28EcSQ|_-`@0;t*vY#=Xv08L4GLieDP31I1U}EO* zCmas#kR3}m%_=Sll)*N1U5aHI4b(}%6t51W=T2J=l_XmJQ99-QrEoh`M#mAJLcfW$ zmv?}c_`UShY9(~Bt9q7T7%wg{R5%Pqajo)b+(2K?inwE~wW{UM(|o=1?>vkP93%4W zX*)Hg4q+5J!Zqi7$3HQQkI%{agi}`tJuj}NSDn& zJ#H!lwfXFwrfb;vRmDZ@h!j2nT2pfIeYznCjj@;%JiGf7EBXu{O(1+6z+D0GnN6y*Jc+EbgRu?Oz>Q9NL@- zr4;=dX+%w|E|oos|FrIXb2+@=5TZrjQ42=T-!+;A`^Blsky1s>@To*w&QgtGYG|FY z#InAAcS1-lL(g{Eul!Wttu@*l=G&q8S;BRE28u4LkG(0M#&jC5v$qZnM*@-Jp!ef@ z-CME4-a~Nugv}^7qTd$;Xn5#6=YKE8oc}GUGXKAlDkB%m|CUt27}=7MuRxiA4ayBB zNT4*+98oWI_+ z?p?FiH{bj0XYY6K_kEs^gH1=DPu2!u4OK$GQG6hN0SSP-roM?7KtMoRh=aob zhH`@bg^4%}p-49v0xt2t2=YiM7=^}v6u>AnPZI$LsJS}lMHS;Rb*nJP^D8I~^eF3`N2q zU^qY%jIxJ1qj!XWodEg>2n>qy{znNeNqZE^MFI%)^z`HhJG=2Ckap7C_W_=NFqAz& z59$U*dO&RezXk?qft{g$CgUgK02tWA-2UMD2wRjV7zqWS0Vfy)3U@-gpIok@G%_b z>JC*^_)9@UME}9;peTTdzyncHVQ~P|6#(^u*aLr+H}H0W{tkkE!RQHp{C!;zE&yBf z5Kw=ZEfoDnP?UI1S{kO+Y9fd~iy z5=1}5#03HV|16^ehW%}SL*PHTs&HEb;K846(Z}?!jy?Vgfa|Y0xB>sHrG-GN77F0{ zkI2mhL>c3O|Zwmia<^Lt}|87Xh-O1^9nCo}^{|JMfVNTwE324!}qtFJ> zM4)W||8J@h^p9yZp*Apg=l_nXqQGb)$inT=V&(%0^9u<7!C`KHN-!^|jSdV2vHv5P zKltNcR&#>Ep*jdR*spI3I!i#{zhY>AK^)QF4>zi4`~U!i!OuDM?S88Q-OIn$zda6xdO;yXGgAo2!!U>Hu;%ZTvW%X5 zUxx9PR$87Wm~=;ppg5;r`r2#YXDE-m%30Zz(G9-P`CJ?^Hs#02v;Td>%e*}+crjHa z7lonNy(V|a_p1Nmq}>k6VuN6?8x?!;bdCHVQJ49)l^KqI*}Y_=sh{Cu9YUMs8~Il) zZkwhLb^y+R!f#}3sf?&N*_@UgtQZqE_7&8Ci8)z31=1|d-9Yv6=oMBBEdE@sIhOvy zd(A99ePCgsFRQ2fh0yV9_09^>vIt6gDjzkroWZ1Cdg{b1wR$%UPC1cp^2I3$cjyb8 zBRChaovSB*K}<~S@m=%+&VV8&he26b6lM}q`?lI>ZBz5ukRWHDB->9PZ@iZrQp2~J zkp?N+U@UN-7_5v7vh7_okl3=(a`aTW_RG?AipNOM4%mb}J6gZ@kZy3VgG)Yl(KyES zQ011E_GR?)W_x;qOOq6A8xroA;>8$>oMm33lpRVWvG&cW}{mF*8JpD5Y3Oe~a zPDjQY(;3P~JDZrnQ*vGa^5^(WJ4Ttf756X{H_cWwEiY9xkD~@VMT>bMlq=S=E;&o4 z)^&;>$y)=naSsM95c9(8wc8^DFG*sREA^KJ=FP7yfb%CGkChl1UTb6pAb|K04+R+^ z@1>)E#P~P%QpBt#)~D*?uYEv^6G$;OzSkhA6hEUC}@*u1`a5| zMKa{_JOwdi3xOCvr{2J@YNt}}U*G#$>7I6foOvTt#I=*>O+lI1P_r~~0c3aC4bOJ# zo=1*GvFgiTAUGSSCwhh}j*L**71*b5k$+Tg2Je($E zjZY|aXuzs|UB)KE${%bAUcUezD~LDuRzt;KV; z11z%I^NCinUW_<`J`;mZB<=H}FXzL&{I%w*dUJMWhf*OPW}6lfN8$X(cd#z5Avhk8 z2KL3f={K2E2M;sAamRT!7{9Q+7>vZpsR z2N!j*|D0h;Z|mc8EEBChz(`CrLx0I0WpYuch5$yp9uEwWwLU+Hz=_=$COF>bKLObu zwVuBZBh5}yqmm<^@VqD7@Ge;9ip*c(7?{o(ND|g(DrNX0HKlNM`0bily<(sw)Ys4K zJqX%)3Fuo5(jL=YT`YWO{x&Lq0xvl)twu#exNBB;icFnIaSw?PadODH68Wei#Dyd< zMI|MHVO{ARCagIZS05y*X>n?H6yRq{D2cnc0}FvnNr(*c8l#Qk z_ZWI`i!bmMMZ`3g9ab}}$6s3bt-)k$$F@11vz37+*1s>A+&fgrr(sQ`mzi9>RVVUJ zVF1zdF#`X`jT@JfkZyF~I=)xEv8@<od?1FBwD_Q%Cm_y;WxWYK>6tZ@5j|6cC5O;2I9$7QCSVGCxNYM(yns?!sH#^&&7yb!Ng4X>HV zqkkk2SDD&J{o{Ie&JN$NuTrVX%3$S-<3S4LvsA&f?D5Q|>A0TA!?L^4tV1l>{o7vF z-BzI{!H)<_`g7n2-<-(_nx1v=xyKJ{t(J_6azoZ&FCL2YJ z)1*Ruz#Zx9eSd7dI)iTh)^^>4wDP7Trp$>q#p7EqL(;YmF(%@J3>Ii8%iMBt9@ryX znX;1&!FN}GfT>_))4l8o*D18v97Ispw!1vcQ*46Q3&JIT82ag7?vzq`>1!SrDi7K) z=ADML^F~cK-+JC)!@wUWfXvi1q?4Pq*Y)|>g7r}BY-10@c!Yiz`<=D&)7~JcFyhkd z?9iS4$s$hdy)x+3<1i5tkCI#%$zyo9U`CXACv|13l<1*x=n(Bng3=yG;H(YnR%T79 z65Hsbr2__ke1HEp(XNU#w}%;1O1-V~Bfv(>Y_Llow-)tpJ#xSbZXMd|CZ@h1nk+78 zulnoJilM8tVdhk06raB#`<76>hIjs~UE!w*^Zi7O5IM_DlO@72~GUSQ1a-1bc$|64iO=x*v#r;$SN|=Azx*b(c1a( z))AROF+8gFgvXUcP`F8hGs!JiBNqKu2lLVaqnV>+37f4#QIJHh?D zIqB=;Zv~U`N(u#EB5yT8oG|^Ow0sD2G^Tc0VjNibYC5MpTctO(t?u0Gj=JM=A(cyi z97nmf-stVa_HyDCCW&+>(-y+eKQ)~@xx8qabxL*P3hRN> zP#Yci91}OvPz7t6Hjkx36WpgoEBEeBIgHu}!Y9=q>viaCD z1kZRyygBh}V^?rgL_zP_@tAyG$6Nw^Bpe(0zR^{Y(uhji8Ua+-1@%R8!bLxSFx}*k zIyMI-t}Cz}i++BcAw`2!1j(TKJHAc}oLOq%J-scQjmbmCd(EsHDXY8xRe(_t+ixy4 zzKQW|-4j(BmqsGZ z=w0+xK=V7iBST|^hHe!lL0$QOZRcfMG`hfUZ>US?WEAfNz;r%ABu>DzemUe+Y}w5b zuaFwk7gQ}W6*ZegVwvcI(Nml2b4=JkYyb6#=}ngwNm))Z<;oaor{ko2+5$_d+6`0H zHZjSTh8@$g*0A=K=2vsUn&xbJ!c{w#L0-uu|1Oy|2fspshpSoIKCDcCZM7E9?Ynzc z+hWoS5{HF8H?fPRiAO61*vVK@i+{WHJw0=`|LnyvE}XdP7u1T+BDb&+d5X6p3u||1 znBdSAH|xHPzNs4)BdLqF+cEGR7m0NVc;<*wrkeAdjG{ai)GiSsJf<($vZYHhrhoTN z^K5D92VSD0c0Oil5PAH6n;PQC#aNv=+~ksw7!^$GhxbI7KOLS`yq}=ln ztBzF{XuD(-h_t-|zafo~+u`W>{NT-xyeD5x*%qlk&prfrTm`;=%pu3A3|5a3rq^-C zw;sp(NW(E#*zJqQ%}nT4`(o9#QRR8r8FtL8hoKJ7J;vzzefQ6Imwe~8_#z#7RkXq3`(VL{EDojzdE zdvfdy#Zr0MmWH*32@e1K$m#K&Q8v@heU6=B(tI>hjQB5qRr@K`Hu&^pd2}Atv$?lE zJ*?Z~9+>N#^1yilP0o9Fb;a)U!!kUrHKF{W(a!>8Y1VaQjpTRgK}8b6ZV3%3cba_# z!VT4>Gl7pru+ty?8iVxz}_v9p~59&36GW>$^0EU`b&XS=!Mc$*~r zE}s>{nSxV)Q3TbDZt>ou*r1{ScOpOioL5gx`UqfF+cQ2$rA}W5Wkm}km6*3;!Cd)v z{t24nGm|uieAN{^-!E)jsYa^IzD9RijFLu8N0F^JV*qEoX=%F>N$2hvBvrvGB~9MI zfflojR>O5n3Sq@NynP)9s$P+opVyL;p0>ntX&)?qv17-}Mi{FJ8*G|nzP-cA&lJjR z;`_}N8R77uVoZMaE|RmAVf9u~_%)10q?2y^iarsR{L-o9)B z218E2gUz0}qBOKaW8)rDftU!srk6`e@RKp0b7~&Iu~3t(VNa*wp>M>Z<62^V@}J)> zWZ}ktpz*QH45$0iF8$_1jl@syBn@)dSE%Ych6SY?FBjdjl>2osO|3Uao7a$+8C1uE zjCMvfYn19qk}TI`M;~6_e0|(irj2CY`ob5@_x<2CiYN!t!|^QG2wP7^Oh=a@wE2th zRr)(U+!#X53(=7L4>K&2J{aM2p*52hI9xJ+?W^y!=+$79o)HH>E8@q2@ANm$mey@? zvk8u;$=;L`?UDyXIDEn9&-hK!QD)*u1@94OUu{x8#%)Rc=bhOodKu^|a?XSTp zogaehAA1n&6>5RmToY_v36Agoj6IfrF0gB;ts)UqZxQRD_NqOaq*csu%rh}H!Z2iq zNNLUwHegAZrT$kU)QRMp{-IxW>$&yJsPYWwvK);DlGqXp z`jXPx%hTjJQW7%geQVfr+V(C^QT0d!_X>%>0X(fdhh4*Xtyd=yv&AGCJ4c)~RKWSk zN4{tnHa9IaQeQ9@QIy$e;`BPx-OTTn0FHxs%e-V+(vR#YNwaEPjP%_{q@KszUE-a= zhls4!dGa8_*;X#@Jr!;{sjYT@-=*(k?{XWT$S4LF1lE;uon0Tz7)MdutBtlYxNKcr z8F=v~?@lLSpX?)guy~L@yZ+`1-`eB+=1vZxou@Fi^|s4AolryX7p7EHW zZ)30aM0${5-GjF#Wbu^Qf^tx{*cnTdtH(!AGkoxgJLjC6(BDc`t8AF}3$ynbf(glsr%|A#JTWN8fBEckVwaXG3i z>+Hjk88SniNiVq3Qn+q^rdw~E*f%ekjrAjk5XAxwKW(W0645lD+yHObQ0HR$&D!%H zJ+RrUV3xqnfKQ=~lA2=gf@UK6oSt{=O^(V7xvgWkNeubt_L~+9fyq;-*qd7P~uhv`BP6zN_*PV24JO&5L5-InkD`(EptjnQZDMdXz(VnMKFuVp7&MyF`g85;F5EN70NZ*a8q%M+*S zp4R^3GVxb`H^Lbh)Ku4!BWhSXe9A>*U5|VST92AX21^gmEP@b_oJXr6h!AqqPh&)9l@P3JJ5UXU^fFm(IO%UUuV15yb+ zPcUxxGY}b(%ieuuGr3u1zHT9%50U6>PSii0Bq-Ix;@ZAG!r9x7-KSuWNBJK~vJk1@ zUIL;DNASGsO{8u4QxAK|l8%b?dRN0ssot|X6chTtrRF6|&?!H1P~^`GDy%7*{BGPp z|FU#{&`w-knaXlspoT4Y3UTUFXcYRBNBD_X2lH;%+fB^&8p53!A?KqHqOZ>Z$SsFg zjl*f1?jCQYoivO*3z&4YT(iF@FUGkGo)TU^-@kErxRBt}MWR|`Uyv`gtJWgTWNCaFBEb^ zA$_?oda$rbLfoVN;!xNA%!#DvbN5YhAxpMdQBzk0{nM>nehUkTKQ$A-TTw{?^RmTM zma_DX%z4%I{-BZC(At?X^ptokbsQ(wm*;o~-s43*?z8{Kqb-%TYGmWJaG&>F2}&1# zxO{x$WwqbxDEw>_YbK}P!&TjKHM{LXl5e?e&auHaWFsi=VG!R=7j|K>?Q9w`e56%n zD3uX%`~>L$xQ@_z`AlX_g~h`u(gbdoDsfb9MC^WtV$qS~jNzD8QbF~c-R{h<%Nu3F z;udA3=%|{hMys4nI5?>4eH2r>k0i8zk>xLzZ5)&X(GJb*m-O2^Rhb6PpI}+}8FaLp zb<**($VJ{uI-tsWM2F=tVHPPIsO$tKV!QrZgaNg2@5Apk~V?w?eY;Xsnk>?%N@EWOA!om zk)`i(!fxs`OU7n}WFnwL?XfG*B9nC&`|3 zZ~_toI5aeuvC#n(1u-)=HZ+qlkSBkwcU4qe?UpUB0fIXe1S{O#-QC>^_rik)f)m`` z32wpNU4lb!3GNd7^8cq#pC0G-ed*f|HOBsy%q4SutM;ZOQ&wXTF?TctNjf^XGO#c* z^8ysD?M>als*d)Gjy&=V3LtZ9z`L9SiIP&x1!UrC?dTwG;tJvgXo1WD;vj!B04pni zg@=a+i4q{@=;Y;MZE58SpwUp(0@BgZ|4Z_h3Bc6rpPF}1u(hQFfa?9h9c1U|WDjz1 zeTVoTJF0;|09Pvzz{1)N1Q1hF){#+^0?m3JAksAshzbMK;GI6R2W?c@r0kE$## z`HwtZtxR11iVe1YR|6a^-Yv}?&D{Pf>2KXT%)8dr#M%K2a0Pj~{uO`A6a+B020PiA zc)iDd2Xk_<{yPmfu(gBbzcQc)xPUB8T+Ho2VDLN4JN94Q`B$BQ|5Ck)larm--`@!{WGm`u zXa4Ux8CR3{mWVi5zSF|Y$ovnXHCWQx6J)Mz?P_KPurRTE@7I6dat#M_kc*wQ1L&RC zzgr4mU}0wdH=VkbwVAEMUj%UcLj`g$|M&FYsroy4CS4^BQ6)9H|7N-VZK(V{1g`2{ zPVc$>M=1)9=Kp#43r1Ab(G&2QfrXPBz`(}N@_zT;6XM}y_Wf@{{td+Pud{-QtBbWK zK<~Y7W|qIJ|Brv)zfK1K1|#8M=4k%c*r>UhIGDdr+J6fEQk%KCxV#hm_vL@D`k&{& zXC4Id1eqZ%FF2a<1>2-%q`B7M<_wOD>-BcCKo5R(Dydg5%nzt??D9_y+vF)Xey;w? z*f7ca+Tt~T_ai6QD^ z)5*TWK5E2v-$(y&g$W(mzeAelV&-6~ft6*esA;ANx9r9YKZIZ)g(;QuWRD&37GUK_ znko#eHTC0Ad=@lK--`rw-1Hnm@`{G=oWkg&doO=o1P-H_!mSi(m+>Q9l1583v@N>f zO;G!Xre^cX=klz0(_E|%n+~Ny=VHJK-|)r714p#KRc@N{;tm(xkrzC#=kPLAO&_e- zAbKI;PFk-lV5RM?Cu`qWRxqr+2@t+52H`V~JwOu870t-goszyvqKSdZS-%+FGCxTO z5SM>BqNq5H(ehZXasc$W5ik-Ao#mR~rg?t!;P$QIWJ7LQQxy!Qq~@Ncq#lyYG4^0f z)zP{>DX=S9FJL6){$5r8;uYv7kkLUjpcLUsSmHeWbG<>y1%Ws-;$+{Jv7Jx2*@x3# znDVBf!YaTGvm+3pD>GdEl#xh#W>Nwtj!u90r>gL0YiTyaQ$)kH*i^gew;2OzucrQ* zAih|e**i&daRR<*#&S&=BV+xa&KgO#aF2IAL92}1`S7l>S>U5Kiw}ss4qfAd%X1C~ zPaAg-2Cur`ZsLCUWX4u+Sa3-p2aIi&Gl>@t2-RgAUPfBcel>cv=o)5nN~svNPcMJI zslQeEak+NJ%AiJYKiW#=_{45j=|eahOtxYSXIlT!gU*9TE4LSS8oSjKEiQYh@2g2H z(3m*+w3N*w-iA;>h_=S%euaQSxVcMIZH4I&ob6QN-$`~W#^Ytgb_bz`5U`1u0_o_m zmia|Ty6meS+l$^~9rQxN%iB&bUYCC%&PJiRZyba1^(4Q6W(qU(TZ)yd>}1KFBl35_ zZuq5u3s2b2$U}_V&{ET7BIVuMA8pm1Qj-uZQ3|}DEG--9u<3iO>RV!AAb!IF&QP<# z0o$y-Yy1jIPN!yLjAnSt0W%j7Z+QObwqQBc`ae4HyXbDOON*T35zl@onUR0rMa^4l zqiPgJ5!#gd5lHm%O0do$qucRUaIo(}#=N!#^t^1+*m<%t4X9L{a|M76SOK%z)|cIP zgn0>9+I9#%AJg}GGsQ;+H&gfx-;nO#^e0(b1P7X!yl`j1r4+?eta#$WIU{PmKX8N> zt7d6U&^AZV5BT{auJRHv4?}-<=-zH#aYQ6mb)d4HJq1%+^+gJ3>E||`F;Y=hVl?)H zFgw%pZF(7&$aeu*fz#oiImF)||@ zhbSDQ&*Y0q%K4TXKNvaKSZAKpe~hj7T_I3*?GF>!PHNh)S$jV? zjtev^RdY;4hYL#it8*t*gpFv@2;DcCMxXYMQ%QnICz;sk+9bnrH30rLUTehkM=!mNrBf~i!)v8qUB`A z$7}tbohfJv#iZR9JoWWRaT&O!b4;(n|3pdeR)wz8*jUvrGX7j~ZIE?x=9rx`VKN=9 zMyl$tZFzp`QPrE+qy0f(en!ZQ&`pn#z{ECc%)!kn4)QQ&dF6kUiO0`1@A)T*R`_@Q z#ooF#8z|Nf@tWC`k_jr`B!LB$S|sp5xXQz*Jno_eaur+4ROgg6!B3n{3&^pR&Z`mA zg)HZN5kPg6Ih|vz;6HIcoxV3vh`f{~ymu<`9 zd%WYWI*DlH&%JfO zbjED4$z{awUHLd&$Hex=il-+pgPk@D&#g(wN-ikGKfHhFd5xmB=fGuOySqN30- z|4OEvjFQb?JRlxs5LdWSzM5#KAnq1RH?v;pil#1VL^aR|qb?{WNA$N_he8FFFrB=+4S7WHT&W&DcdH z17?yvt_**&L*y;4 zebPxfI@qod8p3D;Gdja@T!=ZaT1PkF-LCJ~Fo=InF*EnVR_;iaI|yIB7R6(uZ-C!X zdUmNn=|zb#pLSzKE*OpmEuH136x;Z4n+!%tUg>}Zt14khWEA=A>^y$Omt$H&t zkbkYw>QJYxLghfHU4BMf$=4Ev$>6_{8D*PQXZL3h@}W7GqC^Pf^@)I5o29vtP1s4J)YvK2FbIPH0WSX;-JdE?`mx66_Xt}@s$vtSumPQrG=@0y z=r~k*E}a!;g?o2-p~IT0d_B7kIsPUVB@sVk1N!C00{+51-O2nH95e$1hz8kmPcMJJ z7H<4ueKwvACDELKAK0S13<71iSvi@)=iDc=YZ>gtNW}LCJJ6J$5;Wyx-1ttCN>|TF zDq_^qOI5eaV19C_nfoV!pC>_DvF=0>Tzvv=gC5H`D}qeTi!Qb)Noy~8-o1O+9rc<$ z?4Jes1b&}4)9C$i)^9K`!-3#KzubTF^Bz8AUrsn@;!E$fkLXYD3_uiceFpa!awmUc z;86uHM|(reIxASZIC?NHTJJDD4jlj)i>pf3H$Ee$GIo9W5v&=nc@*tYAc@q{sD96R zn1~+3*k!qli{E(anu(hb$wal|4YZaF*H}bb+ymSWD%P(Ag+>C28xJBPn2dk+EBw~e ztbSf5Dhah%QTPC*?omx=t5*+o@ zt9toS0foZ@g(k}rMPyDN^@e{d6f^jee+Ai0$H;J672Sp=9Gr)9a?HqIhrLxBQ^Wmb zH6umZH)AwXYF{s9?wTSuZdI=WKfE+^6g92@!Giln>E3L&(`Zx6RKcNY`-#unOv+_(k`ke`=!JLw*;Oyls zF)6ubWVD}-%ul6L=ng`-EG%b@vZMxi7R%&{U?L!2?5R%wRJMPl7skgs+iiNe6gB|v zyqz3{L#qiMAzNMJs|h^&#Z?S0sge>giS=zMt)~q}{t}!+x{S7irau02s#l^Z`SyCI z%@JUitV-jo%RxJBpQ60|K||FL@jOKz%Bq7ZTRy)e@=Q?ET>A&CW2F2zKBR&;Tva{b z`EmfvEX&Ka#Ls_4`~|9tg`C(&lc#yN0%_T>bx&}v;adrc=P=4C8b9imi(|alNvKk^ zIy&nrg1T|JVs{vun`v%J&X-|=PPLTex{bvk+u|I;>n??UNKD)$m1Sw>ny%wf`hqlb z%^4xu&1NYFb+>5xshr?vZ0=ekBtHE#q-RPkK9i=&9h`qt$j!{@3jk z&}$^*kQ6wpXG{kKOcNFGM3K*-%F`8k86GZ#8B?=NulxB1TSP;-e%8J|8{ ze=^JF9#D?Q4h*~?BfvHq6TfDg9!N0<3^@+L)_SWSl6^QiN3-zxBk$k7E_u1U|C^6+ z!L)yVAkB+*!Qs^7WhD4~OhU7Y@`Wh1SB&#B75=CVC4W#orP=mCP8ALL_ZYxB(I%!_w3u9=5Ki9 znskt2v%2~&R3zIOZhcAa7@zM_@*RJoSc1mBq=nh}M&otR&ZxlV5Rjt^qxy5V zBvqybqPa+3t#Nrg3Y$zlEccWGDTlV@Ru>dV@6J>QE^%1E$NQcP90?vO(_HLE+=}k; z3P|?ZB<6l5f;De=1@3Q-r5R2$@ur7Ly)>#=QYqX)@c;*neTS)CZbn8(1A!dd@Z^6; zg0EEb0jZB!d*zLm8Ka!9q|}VKtsK%|ed!SdSIt7gE;^)q`$ApIW-@*$&x?CAl_7jzF1Fz0uUYjw`Z zhyGbW5kj>r(170|8p;3)y&!xd87(n5dDGglN2 zI<>oHWCO&I!A`+%6f0+?mw?rl7q>R`Z!%#;0ovvvV{TjhyF;b7@%|M3LVA+iJ?O(* z9z${~lg?(X-=pGz(QxNy-;QS=?U;fC6@q~`zi&m?tF}$%h3Kgs0jIm71~-)k%JM`< z*aN+a%h$ND1(eX8E|jUbP7;4E;=DxDaA6z^8Img7aP=wM3)fqiBDNe;Cph(D2z1Br zz1^2&u*&#cUyqezP_%rnD8R$nt2yF|-&d%;k=kd~H_vLq8qoxbTMEijjwmM$j$^Jp z=s&x%*vw9q@)TUT*u3#FB2sDZ?pOX~?MeVq_uWwvZxKcs1uC;vZ9ISJ3$8(Y2kk|; zxy6c{bA8T?IV0{``a$YrX(C)*S9W8u$u*bZ%&xdpbZa7HkTlFntu4hFzM9h2=?%AZ zf(EglcK99q^0nSLOz8vFw7aTiT57RFSz>OE!7}6ZU?~>VJY_(?x*@6Tvzv8Bp%6>WpyXGLMruLpQ| zhS@xFx=WHh!;zQYHPEs+aF1d}yi69A&fugfIGK>^Y1JS!Wo2c8{rtC!Wdo1G4G5}= zP=nTJecF>qbBx$s1k^mx*UrkO&{3FlPur?WdQ^{2BVZ68NzH$i_L@d7_*&3`do!;1 zt4i7;vy^5(LULSc#+^0J!4GA#&EJIFPVQ#-BD&0~c^{`wC!#3#{U-aG^##{3dqcx(7s z@ts(Rqa-kuh(OxCx+$DX&a>DLV!nmCeaX{xy>mA+k63@5W7~F63?sa+tL8Idz?pr! z>WGz{!|S4({9?ya?`a=PaT}r=cb=0RA4ZCk+dhV8cp}S+*SVS-Lk(;Q1J+UF_jtVe zJ4f^*CU#9=KUAy7&Qk~$;dim``R3tHMjSrb2V04`wQ$33QY@kNQo|pIiazxV9dybk zsC5L~5~+WCcbwDarmkSpKBU<*UoI$;Z|%aCRBQmK;clccIv~?RgG5j^%gOzsIe0JxNZOsw16G>+~RI zNMpp8#f7G^3>H;nKZjJXZ^qN|gN0h=s`DfR1oD3&HGLD1W*=!yHjBXdt@`?i6?v1! zw<{l;Sf##T6_$nm{3&OBp0f4tmEPRl`zHMD!`=0Wf6Z(VgWf@%S`>;@@>2-|CiH=FNWCp(W z?yYu%-wGnw#tR}VlTZ5YfedSJ#fWPAcyH=vVK~fyxg%Odg^;{tURJK5!Z2nJGq^{>K``6!c2`>!RyLL17$NR){ZyKbl&A$=+rie_vV)lRc zC5haF68n9j3x_j)g7WzNzS2JM4Ss#u^R2&T|Ed$qcOklkC_wdc;%=6h+Zd`-45|C_ z#B4IzfG7j;*kn*cD!H%2xJ+Y8+-*)`-~SA~04^5036hRQm<6RieghPEmJ8yPsIZVP16n=|Yl*6IB!F zS>$L=Mk?Zohbg8{EwG4`W;fZssCN_4m@wlWx-`H1GRsZ<0+_o%kb|}Q_MrE(Dmh;U zne>&DQ#Yqpe^}4shE^iixSIoV_*&jY506oHM_LPgJ24MI_!Lr(&e;iqI4OTe1L4n} z>4k!;mDULjL0yr?#WC$`qQBV}drMWM(~I{%f7M{tA1TzL1mlJa=R?V;7M(95x3R1Y z5gpEFOC5ewom)C|1ek6-oIvc@DxL#9{qc53?T%=~`hNUH=)J>?rP zM$Ks`+@{%m>>T*+b%hcGN!Wj^`j#G6@!Og;pk$|qmIfO`BQJJPU$>{nkK8EdKtv@H<=}aw8G=-)B7`OGkH+s~GWMK8#n|O~5y_Gmzd5=mHMHM1zTGd)2eCB;mTQ5aG7AEjfR;NCxek?Kx*zSC)(hH?4Jl1>R%8;iQS(44wsl=pn^FBgFY_T~mMEJT8SS zq(YSZb*VG+sFfa%^U(Mi7w5}?wUcGqV){+=$AMXo)JUUh3|Dfo@C}hP&jed z37j8-9@JXkmTy+p(#WBSYeq-*jUTWAkCXS>s*&mLPMx?NB#O(kJQLkFEvO^gIs&J^7>+o&fA}JiSDB+6Mq*(p7>4o@wkkbD+&*^ja0G z0)HcInfeT&?aqICczFN3@ldf{l>!G@d!qX*K3G*kamQrhxDTL6h}hu1$nR4TT(8PC zql>cb`SDg@ni27QbJ1Y1_oUS`S8Jt&A!P+TcYo4j;JW^P5Q9W}#yB%W?=<1K*w>;B zRGN^mlJ*b~Q9~_472ts)=2*7oeGR6tsr?dufI!>du(W^BvCz88iUs9#k!zs#pqnXC zN8HkE#n3C|_XMU3%DuBXDpxj07ul#ld`PV-`}In~^x@5K4x&JUj}?VPURm2GC!o!F z$eu$=xexY)6LXTzQyYvbd!76o*2*peuEvz@`nIJ~QrNCB6onom>FeQU^b2(6_L;)s z2HEVNTLkCWq*mWQROlzUAdA<@V3P|YQt+E*=RdADLo`wk6KZY-D zrcT;ggw@m1+6vWh0sbD(kJP!q4tR_w;k{2tbnYsyC(NF@ugxl}@jJ=4sb11l=wDDg zino4Q*Q*H7o%vd6zkI93DjTbEPglXd?^=#Zrld8$a4sot(sgkp=`I7U^{NIfA!y$d zMOl9%bhXco@!*GiG`M8w_Qw^1r}hHUJWq#UG#`Y`3Mnxi8yUO6MjjBXFu`uLa~=n@ z%@G>qch{R3Q_w*Ne`6yv+Y)HnE;WkK3qyw}<=3I-<)3#th8)(>JOZw9CA0Y0HrJix zSh07@L=J4RUnuY*`{QYQ>vtnLXJFfsL8E``&T?1Xmcn;)Yko9|lH|u zB4X4!(762YGP7Hzgc5w%mS&j|PYQ=~<>C@#bo=#i!L>N?**;uwM0@1heGD~=Bt;v$ z(R1Jmp8$6bIRR|3=Jf>6(*zFHC%}J`f^XM_S6cu0{BN33PolXFBQgHj_9-#lVkaW& zvxjw%bKO?#;IZXW9FC!58pL2AAY=Pz@hu6aG*`LA@Be>EoqAUMdrIFLuXv z;y6iuBzMGuW@)rK#PE_|u{+;ntY@}j)#SbYOlymb<^&=qe@17HE=aF9 zrpMmLEmAX!Vd5f#eu-c>Z{&Z%BA=LcF@w;bcS`Scr9IbnjcY`uVUNpEr6{WvBEfBw z0*15%*x@%F?kQg+(_;GUnBvp2e>Rndo_Rebop5R>{%S~uSn4?`Nk&OP5Z@SE|4H$(6ONYYcPRda41l-gG)`C@3N}5bZdM>*{=iRDhQ}xK68nwUVVc(GC*`REvv_M!!Rp z>2@IkvW1P;?J#m1Nt;hy6D2~YXoH^P9`wSDEMjo%mx^P2sc!U$8yfH z2Lez1bxQT2dYOj;XSxsjOj+@-k0X|xRU4^i5Z zOABd1-tVV@_88>sQy?GJaQHMw@AY=SHHJo(cB}i@`?!B6O22MUe5Hm8hgK#fbULlr zxX~R1nIb&8#25T6FwU+2aL+lSS0;cQ0ep+vFEh0Xkz2k?SZ;{25uA+JGVQA8PMXT= zWn>xj2bzVp?pIzcuM1AWq=1zWe8kCI!K-5K+4Xhkd^mPWe5j@^LfjtC_>@>Rv+BWx zXiWW>Ea!i!4&_9!#UB3%ItdVt;up`8*Xv`qFGI=th&78kBS;3Is zOFp2VZA0aT&CAMNdeDt4Zm}4-#R#F#dvE8ikKq^C)#sjnWd7oHH=oH zQ>a62$h%*_M4g7HA9CmS0nvKTYHnk>P;d{(C%;u(Z&+10fVobT$K-03-pBBTGc}~! zB0i*cW9fH%2poqg*5>)}5t$gmC+B-H6*=3S=e`|_?w_W>&x<`NhFe;X-*6=PD>upT zv1H-xmTEPBt4lLQgTU?TV0@cwQifO|R2=RT^l*?)`C&*(c^-n}GLvUFjW@~@Z!#O_ z&rQ)$%e{-==;2>^=*6G!npCY#LA;3m`a!)vzEDg;cf@XCGsLhaB9#=mN8&^#88=NG z!ObEakgogW7f+CFV=~M%Gt>Nzq+;#;ER>e8(==3n(3xIeN;fv`{|5$U=>}VJ&7pNY z-l5K#x_?+nfX9!rghyTZPiJejj7}L90KES*5p?Nx{_>s5n`T$8jT*PEiLcRSGORw4 zGY5xP{aE)$M;dTYZ*Qvwih)rI0tBx%=M&R)K=h@&m72@(&X(vSG zr&CBT4wsd|r*XsXY%sGqWIjtC0!86j2-^Pllqr7(jCc&R)?u~Y&!tv`Mw4T)kuNZZ*Fz?qU*<}eTry;2U_+AdzH;$$vX?Ks1h z;*U4PJ5?}29>)$xXd(&w#dFGc3iFX4Uc>ruzQ!d#^pj0?Gq2=K)F)CaU`oj|euO`N z`N-I`{Q3T}I2YTDqX#9npBvkrm~u3}X@Fw}`lxT91X4v8cs%s=SP(Hn_UL*tCg5pi zF)fgdCG}x8Hcsuk#4a8u?^HxvyDCyeSI7N|-Y#cGOD$<|k>L?O`=`*|HikZ{t^Or7 zhuQJNq8ypBea=RnAo$bMh44IUL?70F3Ba!~wBiNc@nsA`K5?cNC9(LGnDUmX-64!u+v(U9m)BFUG9dI9zrNrT@Ga&OZXF_ zt_D?%+G-PYWRHMwh8Ic27^>I=3cMKiA3kvO-BkCeaQO^B1;iUq3h0VI-e+NdeI999 zrzS;1>?O8OVJBfB`*y>fe*?eZedqgVSw#yAP2l*k&|AP`;h~J#j5(>0pe+>TynzJ0 zz)$mucyiZ~Vr?MbG;+Sn&H~#Hm25a=t5-I)Xualj68r+| zP=%bFWcJ`S#EkCU_Gij|2kOv&5BM}6psfj1?+`g{CQrVNGB1UGeZjd+f5p$3wKi~+ zOKR=N5=7^dD^d*NMQ38C`xsqp=#uet64+RhaYK5%F{49nZ~N4WW0L8mmgL&opAEI< zrx`JlGB=DEr@~@zBG-Ph#wqzC$3Vu9DWop<2gie)xt@^%jiC|VsOC9;)LxSJD}ud~ z=O)!g_^g_KokC5wjhy}FT#9%;z5Q$d8xD9eMSsZY4F95B5XvvH8-~p%lx!{zrN&8# zhfd8S!6ls$C)>ZG708{4!s&?qtX%p^EPqk* z6jDx|V#q|5#S~3J&w(U()HFV_a~ zou+g0g-%K;@arrlyaFxo-{n{4i|5kmFb5e*m_1oTlG?k2Lr+bADQIpmCfy{mQc&4E z(}2&`?tHWF-x>2CN#^`H3oK*Kjpg*M!DgwyUlgt{HChd!>f0)4^O{>V2aU?o+MZVT z8ixfZI@YZW!%YO1!V%WU3Dz3vf`Rw`wMUuFW+~>Q=rloI1S7FUZ7*;Hns7V`KSlGD zgP2qVKV4<7L{zkYta6UevmmuecVj3gangT5li`E=m{XJO;NXM()Y!3Kh}YMov?XPI zWeu+2dO{Xw^H%lB;T`iMDfJAw-FGntbV=Y(b%c5%TDrn$+$@WeU@H&@O?*i6zqrqT z>-u;C+`{xM`bF{W$nfmI>ib1NIs6qIp3Jrdo5twXjYx)n=UWoK?uR7~y@}sQ$u+;) z4y<78v_0{Q;#4}S#o~*G#Wzr#k9Jy%F#_3x`87XDg|1_Yc#QsVB0X21{>@Qu!s@-nGNHd{YVZ-VNeLGA6+8ov;Y< z8>C_}v|tZ^Tpsx3S!El6#CN!lUo7@=_c@Z`yDZ~AKggzYj5;eK-B=FY_AI_0ajB#2 zW2WGyJz-;zpli-TluL^TwsY$1C*o|xD&EY^$pQ1xtFfk`1at9CveyKK9BOXW z&|)z`c_fwa7~|aIy%KWlG-SIo$x&ovTlWPig%QAivWH!JQ58-p1NXpo>OkBBXg{9cC3R`AS0A0ZA5Mn%TzLnnJci^Afg~kEpIF&?Atg06 zh4m;Map{VVfeC-C zPJlmf!#Z&jV37LTDISh9{CEd8j)x1bCXoH;)eoRQIytQcRhAS#ZyV%BSJYMYgklJP zb3<168KqM^v&Xb;MnoWy#<54RnCX0t%u@Cz&9gU)SeU`kdrW5_ln$?7KDd#!*;@Zo zCqneji|epO5rB*nFCZRNzO6iUWrxpUaobuXWc;F4iww&f@cG2#G!w?6gjd6!mD$KD zLs)8n9Db{jKGY612l4r|Mx?HL20 zD_%*7G1QsLV((%FAfAdyfLgc}1Y@3u#gKarCJX`_pJP9#VNlZ2QV>TlVb28%qQWU_qpR-0`xQ zO$)I&LVYdX{?z2yxAJkV&)mc0FkZHUQN7Igr8f!N`p6BB^tX^Z^}sR3;!_9&sTnLB ztZ*Z@Ft)2W9(tD_{9WesV+&EcjAL`hvtP1&JiI!jo}6zDPpTkhBcM8Jn}xi1S^1Pe zLM3KXVcW=@_{z!bB*FCJN=5*Grk+;+lBV`51c_Ek|@SDSZ~^b zAM=%G6}@@YLp6y2u3&)v+@J~0z|zt8*G;nzqmPy-Jnwm_=3o}Z_9PQJj^N_l73KHc zi>9JY_&8r>2|3UXWo@LeSd7rN8*V^H`2w~UqB|qLyFR+a=FlV-k0*!C%=mhlEV}?62D(& z8l33Z=BR#ZKhVHofQ)!)3Q2)xy1Tnf)&0|P=K8~*$oL3<1|o!isdY)Iq(EIDXB=W! zl}63ZDXO@K!@scOOjZ%}ym_k9SG0~67_p3!Wmc!3J+W8$yhhd=CS#} zfX_hD!aSrTKI7hhuyE1yIeIl4V%Mf<$Ofh^ntsJBR(7GAm0l#dtH?+AyXc~m=+0WP zIMWXmyMq{NE{@Z|k#^+xFc;9>bi&xD4gJjk$kK-2;FZmq3qfAM3|n}H8MFbPjGZ$) zN!KM$<7A8XwEL1Avq<8}ELZ8ckMXZXY+4t=NmJ$!$Hmis{z8rMar^BC#|Du=#9Ino zmZMa^OIq`ehlGSE8?8l=;;3|pE$W#K6fGV`Rv$7RBv<|34gjFMTMTk7x|NV);n)4k zT({s;WNWo1gwy8gQM}TD+!1jkrnAF7bL`oG^^)B@e2{8+8Uxi5DIV>vP%WgzG@g}5 zO6KIx<1v(fBH%FIt_kC1h_A(Ly;TIf3}u01tPBq7ERI$}^meo2lgf zXcTRL#69ZxS_~%%IzIfpj8-b%T65Ldz@Cl+D+nP4Z#U(DHAX>9?h@Iaoct{Ch(Z;~ z(ztT+^Y}T!bJNu`{T2SJ&xVlhYI~4}L%QEb28`oWmlqZvy3LPqw>kC*?7wyr>}ePt z-B(zD5K`u!`0$ecJaCu>2M}e~-00t7ph(lVKBvO_5&y9XkC=K<3wQ6o>sY+lYBO!X zk+2rpuw#BRMX3Lnqfpm#=H*yrqFUg{YH=k)M4jhV4dhBfO3#&ZL|~`2%i)HmO=57t zQyd&}fl%7vR4I5a9LB3D2&8k~OmYMXQ5B4TtDA|6{CVICa=}Qf`?{(YCvO13!N=fU zJFWx`zwrzv(xx;hzb4Ej#0Z}X89$>_FFO8IiIR5X>x}ZTdX z`sZuwms^?%kHWdj&E~*DpTA;=*&}>ov1zI{)AmItwCB0SKV!DExIX-nKEx)m)8UB*%rC}Z zq9pynHkPv4Oca`k>m61Dn9iaNdPQ4_FyD8|5tQ^Iu^!C{)5pLq} z0@BK^p$l^Ym8B=kjZ~;ryuO^h>^32P_xf6>%fQ8~)wTwee|q}zw1rD^Jsew&%H1>w zqkKm48qr&L6IFm?{u9VrFhM^lAJS(v;6ljjsu)N8aY8XEBQc9f}riILn`vqlMs>sn$=kUuk+!@|8JNfHMVva#UO7KNh#M zqltwpa6{^!^vnGJ0G-tm;g@hF0~7)@G?%e20u;AirUHph0yH+4u`dD?m;Lkt4+AkZ zHkYx{0Tcx>GB7YWlQEDdf30>^SRCB4CGPH?#@*fB-8Favjk{}bcX#*T5Foe(3r=u% z3liLh{AcdH^PQP_nYmBhyVkB%vT9d1C8>%!qo}!qDNxG6-j$J+iG>fK1hO-Ab5V1! zQ*z){U{nKIx&c1yoCuVZ;?6)5SCE6fgo!JV51zUIa>jxPzmY zGsx1)6+ok@rcFyv&+uQCzgGaJUjKo7c)EZr?EzFDU)+JV4vuy}d)E(&|7S;aAQ0ec z1q4`tY=HoAWffgnC20VSw2~%38fXu6Hn9b$xS865%m4}?GoZZ-kQQL!;0&<+*8yPW zU~dlkTbc{g2bZV|f4~Ib;s`VYeYgQV&47-7AqIdW(Af^;;_~qw0CE9XI-A(Le)PcA z0RXZ$vvo87o4|+N!r`BU9Gx9LZrFWbA7m;HF0L+S&LBruz(-US38{bO>1t)-`Zu-< z=mQ2gSbW?xcQAANThc$+2h9iSY67x%0k{G^UH`^11p>@Le=d%;CSD)0Kgb-NLI0%T z<^r;}{I3ic0M0;56K8W6Gul|uYbH9{<-y^Ie=VUfVLJ) z2&`-$G0j{*Vq1dj5t#qZimbhb1Avv~Uv_gh$N#|GfzJOli01Fi(0(LgV(wsX>jf|e zS|BhhIktvSw?l+k6|-n<>LOAi^|7XxN3Mg z0s;Rsp0=Wc`F|e%5{ijAcmjMFS-E%sjBGrtAFuHvHC{FjzyCw#S(v>J0J( z=(8}ff3UEAkpBH-`5XH`4S>)8Mk8r&=3xGJkknmG?9D%B?>`NHVKX;p=MTyMSqC5W z|Ht{CR{#Wh0?iPX7ah#_L##8hGhOR(^M@xS^!s~RA%{a9%bPSxiUPkn^aNx?Z1Gkb zztn{?HUH#$Yxi0>aeUpAquc+{i(^aOlLovfez*d8!@b z^Lt)l6H1SZMQeY1LRHPM>;;DSXD7Qe-0yqZKyvq@KrD(oM-+dv^u~DX?`X|n81=;` zr&P&D_jlBTqa(vZJy+0udxZ3P@$i)VCb<5oC!{H^UdGOUn#|sypWL}!Y8GDB<*ZSNFT*B#i8l^}c+ecZD4juG!nyH=u0G0>2Es=_!d2!dpcWj*kS`r{

=`3ydyvWk+$B9BUUwOT{Anp3=J!s(Gu5%Ugsfyu}jJRgddJB zvu@Y?i7!SrpYq1{Ce^U5N588(Lz43g@|>{o)M0vQaW>%YHwVrRmAkNJVcHmSm}is? z%3Rz~J%-#U_^lDMC5!E`+*cj=MgV`OUNoM*MdL$Zl%yR*yy?<*fWph<8m#y;gjN7V zO0~yYLAzr#6{X`Yysx`^_Ci8Ie|{}C`ED1;;w zouL4k#!`h`iCRuOG`pa%3ZqcZ1{W=~J9p1uM=aLcA{BN~Fcm;6?;jmBe+kqZ(eo1R zhgvdB=qPp&xVajhQApm7st62(d4bZ3Kh(Fn^SdNv#)8^MiMgB!wc`w|D?*E^N@OJRER zO6|1bD05l88HREOJWM!Me~k76{Jajw=ByNJIsqH-b4!-Tzc*z2gV!Zq+3V#?PA1QT znhxjgdvmq)%rR?4A%4D@7{vLKnUwpx-10E#e8mA1FWq=4mqsb0 zPuQYDt-7uBcGjp*q{H+6Nn2yRS(4-Dz&Tl+T+61(%FV@Jbh*~?e=716|KuTkn%zP? z2~JDc>%xxBy1I7a*Qk&M2{9UJO~f#bPp}ltK3&gA&uN>S;lFIc4Va?eZ7?4$Dds}_ zLzIuHoahB_9s+s9N+ixrKNi^ok(Bwff(MZOy-R4!T#yZu-)&lbaA!EtAQ=X`sf*oG zK)*DO{>!iMwH5+PfANluWccEpmz24-I}PGnznTkW6NJ2N=t0X%y%o)0!Ay?`+HJ{* zeFMA|N6nbQCgPpgu|wvS4~Q{tqhV})h!uGbaMgh+ZvCc?rvkNK)QbtxG$9OJh}^|A zpMKc*Ee!k^Xef(9>@%YUBd!?!;;ckz_LP6>=}eC+_T-*~e^~%TKkn_cRTtCh=IIoBECqb07miK|ec%0rEiL0V*og#%7ahu&ljTjq5He`+%CB^V>~G`g_fej0uaO0;aqYqEr;!W7rjf*mfwaW_uV)9d_ zDNk-a!vaDssM>@Xqqd{9uO+^uIAT7II$Qg2f0lefLM!UJC70lL)ejk27aAkzsjuOI zsUm|AfG%V|{ClAbfS$Cc;mx4>!M!)!*Zc%~Ys-2Ve>}K`s;GRW@Zm4U1Wlf6yY&1m z&5q_w!rDd(#qBG3jQzj=ihR2dkn zAeXx3MvP&rsFMEtlx@oj(AhYikG>qr$S&YJGNnun-=Wo?ca3mbD3;|$D8AEb*8lwZ zi6r~=e~-Ueh5RRmK8~#dQpjG*8DjxwQV}?;77bb1AhS50bmCS6+%=c6j9R zHk__eC-Hf&3raxc@oO+a$cAO$zuZUteD}Ooe_c$uV!7vq`up9^Z;?yv(p3ooWM9)T z9-&(I8tBDaPCQQUBHdz+dFRE}CV$=&&;H zuku)lIUmo!uvEf(2?_||N2*P_r!5VU7UJi@AUW64Z240a+j`#VgW3V4{&Pr z6=YGax<>koL)~Q<8Q;Q+O;aZ;+YgkKe|CEmC>;*6c*#CjM!Avd6vB3H@B>f)YaPV< zV9Rt7@oabL=!pbj3(EZBtV`z1vm&kavl&EHYJz*Key*aQdmnoE__JV2yxWTe2AW~b zhDnS#!=3=rw{E=vMuUwrea;>fHAfkZEh%b0#+i%|NNb?|h>=!8ou;mWonvV|e`4dv z!Yt(Z)TozKL?7g*33iE#kWS6pB?I_UL8*I{pvWa$L9q$E0G>K`f+C))VB`9ci(`BT zpPB`x!I|o-iAcJRf_Of@wv#`xMW_U`96Pz$twKyuDFP`&)94KSHj*@Pj-Kf~5qy2( zGI7oHpqwLw0GL#dM_ab+sKPoke^alDdI~ozag8-2Gn!~3AcKE-LU@7ijIc5rWc&}l zJ35*#Tdf{O6%)k9dpfCRq|mUc9SwI`)jN;o<0T@81Eja1jp|`=^D+|bh4>*QE6!Ct zKcO+6Wj$NP7)8$6tSuLEzp>TLNyxxm&-qh|5ty3=OkSf+pBysRE7;LXf9$0%1r^$j zs55(?zhe_WM$X3$Ktllb{nT22jDwrPEU97=-)j2*p>e;rZ!)Y>d#$L%Dj3_ycbK;`U?0z}8%dvhhjNcL>0y)R0NYdKg z$sl_cTi$Bpq>IZ9e^lKsVfqU-A}-kn+AfX|2Ytcv0U^x{)#URsoy#f8dZrwuiy;=O zalqQi8Nn~)oRi%&p+ZWzPrHMXGLD_z zHnau4O4RS45%^c&bC>N-@5e}!?LAK~xbqo~WAIE%7t{~hh4c#Z?0()u#Ysyzm!bknzT3#WrD zxr^S-U$Htz;cyLd*+1qvIHa16??VuVv#ZDaoxb5bMB2(X#Axf)4&O#tn(+pGi5zCt z!+17EOu9H@*l8WbD^IZGI!e8(`^-c*5b=fL(Ym(USd3y@f9$3}1lui7(+#?i%l@Pf zi^*R6a0q$2jw3AJEs1KMUusor6b*2f2AZ1JocMZ-v;80vd9YRLZM{I*{4ABLycvE` z5BbTRiYI$+H)*QzVgr{$t=F7dTpbq10Gf%yUf}`AiDV(X`_5ziVKZVx;mkq-kzzN%pKo|D5}A{J5TDXkzuwE zY4;%%8$-ccQbzY6NFqv(fMH;xX zDP=JcvA!(e#4;X)gE5zyTwz!Sv-FCznkHz#rMcdsf5TCiq6$KeVkFTus{Fv9UT|gx zK%T-j1iF01m@Rzb(3uN}nLScXaSz_o>_P70&Def=)aM!SyByaUb>1yrKN_{$lhUZe zHhohuy^hS0&P+EhZ<2E|Tk5R&Do$gp(CXRxsrIZA8%k(P7t_E7YfJ9| zzWpuMowyZKf?j8&T;|2`PInYJa~ljfDEHdRuwNCEs~HMu9X6VtmG*%uRU=@M2aM-S znYDtmN8afs(1PxA@HHSI5k%2l1!ek16nGYKIxybEu*BIaX0Hh*q$T}$5^Rv%ZB#z4 ze~QhbEecWlj%z?Nb5fg|1qJbG^u+NyuL8WD58bg`vL?rhm4VBSIg(cRXp|3-1cV}Y zAzWHx5}Q)zul*w!SZ7gtNdtD1;+(qEKWEsL^qoh-;n>sXS?Dkh)8*N{@?)SBos~k& z+AKF4j_DA+rK=b(X0tOiG_Ofg$v*p)cp@I^1nX08@WGVHr|yIv)g~`kxq(UDe?el= z-Hk#lI~nF0zUyFB+-&zC`g3l)!Zi60tAuPC0=}hWv0TPy zS!sM45z$CVtMb*xVJY=knR(92gp{Nwb(rj&PsfKB4kdqu9TNo)`!n8UF_4Bhj^dc@ z8rgKEHAJy(;Qx7=IAnR?wGod3eW%h#btYT`3)ZQ79@kFe}9NGpB@)# zw3?Z9v^HM!fmmU12jzWl47LW`1&D?oE==BGDL!wro>-vQBPj@{p^~A!S~BP##jNwzctu z^(72-6T>&wu759Zb-J#2f5mB#B>aSao)YiPl`lvJi@I)r2h)po&8C$v5fReZ~{D-=m-r~4E|8biI)Bn9T>W!ERJPSunpzjuujry zXVnC8&DWu#fMn&GFCFLtcwe-_9?w%FE=^79gkmwp7rh1Hj@s>1f9HW89b0#e*2)?C z6CIQpXtH0l|E?m=p->!BReQE)Ej`2ri>;@K&c8wBWPp@LT^`BNVM<=1EdBe4Z_&1c za50(ej>FjW^}c?rYg0@sKSU_wc2TPou8+>hu)Q&~3Xp{n?~V=F$fc+xFf5Wp_L(_5 zwJhG%mMjdb17Lg*UnNZR~0JnCuqZL-AjL(K9FE!f0FS{p&a^|zrM{V$^xdL z@tb@;^n0uLM0C1>Sg?6=iQlTkD1r;?Mml&!{Yj8^z8w{SXKf{?5oR}SivC>!okLCU zRkj^kwD*r;$zgwE@nQi{sswWgQjV8G6vpKE8`+RnHe&;w$C*tDaAo8S_MUaCGsZV= zPHn63U@gn=e=~T+y2AZueXgGE<8d%py5k*|UH=1pMLq4qvI+Ts7!gjl?`H>GIEw5j zLyb~_!Q#4N`?hAh!6j(=II-G@mwBg}mxYGB;=-oq6C$H+PXnZA@loT55@@9Mi}ij4 zmB4YjzV|)vdy?tWK5PYRf6krRpUc$NGi{2Clp@u_i!wjf zeYPf#6$_sEUw19jO>HMncM3wvua)CRo#9Tt-P-P{YTaB&@+3tNeC?Hga|qK6Ss=wo zv|4|+Chpx`EQ;8|pnI^cKJ{2U1fbt4!yt80DEzN&_ zl9CjLe-~^H3Z{C8GFFfJMk}F|;HooW&>UeJc|3Q(@+meS@lPq+Rmu>BWT3>{52R*f zU{7LpK(%`#!@Ikx7x=g*^b_@00;a5~Ubc?R1nc}Ks;k*Ar+rD9ZJJ5inF|4Ik7bTK(^%N5#s-^JpJGe-hdX@%NRh#@y6uSv2L)+V@zh5e}RQ z`eEtdmcJ^=^aNI!K*Bc82>yc|F#?r6@A-ymh*n6V+%?}-e91`S2{Mo4mZlg2H#o18f`^8K35 z=vm~#aGo1628tw)z#j!JZt6u~Okbh3bHn$*_zgKV{x`lpf~~Ls#~Yo!&fs;_%|m#F zRU)sOkob4O`fW7}lsp`?{G8G2vdgy9f54=g`&6%Q-!(A^R_t#}n5cqs(O~jw>6+By z0z!#GS8o_O;{APX6&p=lN=MD&Ok^wAEHTFxd`FrD@-M|m0wTCVSYkh=(&f$GmKI!C z0sGu!7gR-;FwqEY6sH#>MQgE=4@ zu%H?J)cZO!Vm4w4k62liuC^$1M(IeOb_S$}G$Jla3GI~0(g zy!Kbt7@~aIJM`br^>|)-Fp_Kh)JDm2v;=7uhH#y|>0A1m3FH zJljfKB*kUSwy|3R@#UIJTb(?*x}=?kupO|X64fkh$jf<5JSQIP?${(7S#RH^@*Pj- zsRYT8W9~}*>>g=xbT|qu9C)A&KcmoVnT7AG>@0b#=DdLn8nU$6fBw*`FlCai=8ZM~ zJBP-*51B107_kL>0WU~^I}pr*GJj!OzCq}0xj(`s)uG93wg+GB>qT|eTu!Ke2ku)D zPIKLD9E$!=U{Fzi3@18OTPBSJ$0%+Eo~YOs)ufEn9JTF9*112vPEm-A=BQlYUf5X6 z$nkQDMpt#1sA*WGbz zH)3a#5x7pZdu2r;mH|fxd1H#bPE5@Y0JxA{9|GluyRi^Qe|tunf%F#prjk2|j6dp) z{9*o=N1jY#-w&kld`8HuYcspN^!@y6!wF!tqutc=_~*wv-pbu>Nxw+k-3wGl>`)VG zL7~LX{Kh$Aet@|QWnjaBj z24%reOg^f=GI>QnAQLj%Z{!CQDT2u6!FA5v&ma=`*iWr~zK5oP7H^qQN`&4|o*cR` zsdVuYuedTu!$p?ww4Cn@r03dyV6{~{{K&iHAA8^Qf8{(g!rTXou7jwfy+VOx(sCMt z)$LYXrt>>}p%>D7%6zF62rtJkmD^Eh3keSyMTyx&S>RKK-e#{hTVa;cQRDt(u;?~D zPZPLA@wbt*BrUi|qv~M^?luevw#}X&rMAoY&b^n1wGwYO}@F!5vW&;uSMEBGsPI ztGC`+bF*T47D{0^{$;6jpL)nce$_LKBv)gnfEB){7HbjuHpNFQUD>CsN!^ViUsugL$w{I)sXC4kJj!_T$cKnF>I$G)TC zy+mEu6bL;T@G9%UwF~G!hHcBuvY8fj#`by=D^@~Ir5k*L{~b24R^Rfr1!UKXdw9^c zf7fyMXm$!wT7TZ@isbB#ddMF!ShRk5r(|qw6=-(eG?V^zy-)tOuv&q5iY9Fvt#vh# z+gve&r)Gt;V>;gJZX-2vKVN?k93?K7uR>Ery$6ScMBi;uA8j?`M?K>$E6twg8GnS^ zkxHtf(L=QfJC<$3;R87oY3_=~Pe>iDf5@^iwhGFpn^J1*bJ3pP#-75I2?!p{TDHeV zlxxaQj5xC*tgp(7==wW(RMa;SDpzilkxJ8lucp7r+7!VX%pxn;+vTi>MRwi%eQ}i$H(J|Ld$_<9L|)d`RNHUGO`qe~jpF z@Ur>Pv**ci97&kHg>>5DMc)N%wRN$su1_dJ81io|Q=VM;)d+P+2Xe9!e4!6PE4pWH zT*TWyp&_)l^(MF&iX}vYpEMI!m(b&JPM1o891af9-@<&;SqQlz}A&kP#jXh7Jf^?pRvGbe>(Zey{I)_0-xTr#u2O~8*Z@>0u<4G5>`Yar`c{I z3!iZo2cK(@R3AsqvHdDEuknknqY%hFyANJ9eoVY}T3McNzx4El{#F zQ2T=(1_#B-MaXiK#y6T=f8tKAAdS^I6?>*sGrI1lZ8abhG+dcC+po&E)F?& zS%~J?bPHd6QY=C8<=t6c9pC;mS1){rS>6dp)qf%F=DrI^oHaODhlYyhdPIS}^ZFz8 zScPkrm0Hu2Tg94RgC0fNgMdGYRe(1D0T4I&(tXS|O)CHn!)g5Uf0sav2d3o3vow;1 zfbOz!w-PzSBqq=ZNfX(0LtHBpM*UgJ2Ryu6%ADTZ&K>`1Thr1Gt)f_0vt!l5uK_&R zq4(l>00%+L48p9~dP>T01~9bT+ts;4be$du0#BGdqGc22ue?9^77c4qrpM7`CbQTb@z)H~OuGg!OpmeA#O{OJ=nSJJm!w_bqn+9Gqd zACU*!bsjy}(bOng9pehkBI}TD56Xn)0)y?|Y()ge&k8uCe}v+Nh-scMM13siJN5X8 z^VIx1o7~R)XWD9i=48S9jo- zml1>gp$QojptlRiOAl=_j+VXJtC%2dXwc#fS>8dp!~7uXg_FNzRD`k{O!{Ih6Gg1U z<~aje>|_0%f0ULz!dGNuMIZJb_-K@P4;$NZ{A~n#zDc|c`e__!3&DlVW6DJANGN6g z6RJ%S;Cq@`If6@fkVXns#0H(6e1a9&zwI(Rf>3Oyyr<=F#f%~Q!T z45(9xboOo$Qw@ufS^Jcz1h8S_#~toe{}>Dy|6Hckf6eWj{#H|gYVR!-_r6~6N4bd_ zenLIc1fNs6x&rgHlJhC7H)&@xoAVE-x_8|aB(#>Jr(9A_QV$4X8aj~ zZ$`#1%$dAqL0K^fPqDz?(y=<1w8A_7pjdhPD(itR{ERD`5aeDF(`%#+XR6B|yIO>s z4~bkngD2CZovdd*-A*ucD^@1_53Acy6GQR8?Jmajh*OW@xun|v6g=9ZiFT8&(x$W+ zfBDazPf%&ZP}IVMupQi7URyaVv^?sJ`Sf53w84l=eVEs@qb4(*{U^T^=DQ9Mg4*7stJB(S|l1P9vGyyBlZMLiCfOtQor(Af21Q`J|NDlfLmsyPfer= z&p6Pu)+IA(Le!uGR_DU^W)KsZ7mDpBhPe`4qfE3OB4C%=qI9{<4c7;M;gPw%pP+nx z!!25Zm5|1t^0;^#CC*;A2wN@`f6iguP-q=pJyj1$=y#DYF-k5nw4Nek1(_6H7RPO! zJPx#PA>OGcZfk^ziRtJJ1A->2n53jn?tD!R9^NmM=!VsA$(RqC~ne@>%1+X7K# zSa!6qm&I#f_DYB=a60P6LqzSU;<-$!oc0G?k3MqC%i$X(>Q+_r3upAS!p~y>Bn7aC z;OQs<6e$=OCL77=CN{q_5aJX$lU4vRtq*a}XIGNkjk|e6N(VGnCC*wt?TCREnW4Da z-m)v^SkS^=smeuwf(%~ z*Cl>7%DuDpJ$FpjE((SLCQ;Ic%7`;cp_d#Fu;34Rgz}Yp7rx@>y z1mOXLuEZEzaocA^E;bMP2jHil8mKF~RD%~<+%xPP8oDyV-l~AZe`4CA(_`HNEFkjo z5RP$ok|ngKXHMD^S5qya*tSYj0Y9cPpY6WS(u zgPUN}WuO-+cIoTPbsfgDmIxl}g5al8(ww^V0|_T-K; z_s5x_(X0W!)`-599_XqgS{+G*GcOI><7$|g8k*vso;_acfBQkB+Q}R|gm5bb&s3(q zdg9v>RD=gyh;o!qM@;TNR4E86g+*nw;Uk(yJGS($@x6G>?j;Z#R4Mm}04WoU+%Jt@ zSI9pz%DhKNSGQs@NG5)lm}lM`(k#q^L9{B%TA4(UVL6GLKSEZ0hp;Phh$}sKad~yj z_>MBldt^fBfrh6+Tx!aha62z4U98FWGoR2}2?^ZMQ+Xo$t`hprpu%N| zamM!|_JmAeCiK|l1CeU8fD!O%11tSI4{HY3RNZ)}dQ;f*qjAUmr-sx!n(;Tn@6b+t z*tsc1gC2?7KJNohRD82Dxi3dLXm&I56`k!E{(_>Ef9Ir2IZEZdLX`dxU=2y?Kbe0p zg&_!iu97EtXvYMn#gnWw!J54w{8mlYep5n%<`|BuvUAJe9|bMViXE9Q22}h(V^V!m zRRP6LQ94(eU{4CS`5F#meIw*W;}TYVr!)=k^qX4@Vk$>eVdSqn#&_TD{sRctC3EkTR6m%3a9Y`YbC zHah#DH7-e0pJ}NxLqDtj*H;2kRQeH_@lSrhf5vOV%8K|mcS#iu`t5}=vqtNOklPYH z2KJXP$8|}-pqPRTp;LE4&!g|LyM##PkPCu8S}Jt3-{`?sWkxM>W_V6^A5>&LQeJf( zsSFErC_c?u`eU+7QGISWml(N#ASu$zsHoa6?y{M&Zq?=tkq-Qh75*+twvccw_h4F@QKisqO79Axx&k z5QsE4TM7qMQOshQN=Ix@()6hd{UP0-$89tI+1*9WH|Kz_jgg&h0UxsgK=N+L(kqbz zFk*jAyf7!U093a^(+7Bq$bYk`IpA_Pe~lidjI9yzvv_448KufRBcQ9<*bO#O)KW}+ zfnTcgcD^8S@bnX9HE^nS3CLomR30VnnPkxzAx_Qqbg)3NfTtRYt1_8F#lQ}ih*a+?TnI7B!n9?SAI)@SfKAddCTm--LwS=kT)e~)Kc zS=Iv7jP#W$YXehn?(#DZ0cNt{KGMoj=J1~!?pD+_C{p6$v8AtN!Hl`lKKB(XVwd5% z@YMU~x6pgdG1LUEJk?R0+3Zf)+IhBh$a_1eksa%HlQ13dQP1cTO z?7HI>z1|~%KVl79+$+G&6Nx{qe=)zIcEy2bx^fn3;gqWc;6VclOHK1HzGEE~`EG49 zKWmPz2e7+JVpG19J+oVH7T$jIH86$zR2@JARe7qj-ReU3RlXOUYefa~IUx@_7T5eFiobRKFuJ3LGka;w@_Dz7 zI)5|l|3VgIp&f(2fBEHM1nZ5rMsi^0vV!&-6m|;{Ms!a`j;u0!P%aNEiV%6+($DSW z&u0l;s}?jg^n@_!U0XFXxs%O+I}D>h!Fx$Cj6CCGe<8T2WD0n8uf(8gHB1;UvSQ|i zHp+O>3M3DND(@`%1vAeL>|>ex?2CPcw?*VfPvlg z=w1vwgG*%satm6>09-($zjF1Yr8-kWy{5_$sx$VW+^-w8EzRNYISXEeMTMmF;ci?RjJwl!4~1(k@0efWH_A90i4# z6VS-T(%w$o$OXs?&;Xi$0>ptP09IB23l9$u90fqk-oew!(%ixYK&_^%K|@DJ|DTqB zwg8Mh{{#8!>1=6k2cZ1>;Rdv^cd!N8x%{R0zjjms0s$@-K!BO04GOl(|D|4HDl-OT=9 z2{|~~|J`Bx7yC=5Xz%ReY~p0;-~#v?RZ(2>-+8)N7`glt+u8Cj46rx*yVKO(#Py$& z{)PRe`HQ+3S=u>&16+U}F8{wu{L=^2{8Nf?=b+S}Q90!)Esa7^;{E`LJ; zsQ>R&X8i9H`M*Kp{}zG&Tjc$J6ZgMr^uJx=|JVEcU#TTsZEWO?Z2vaEzvm3#@1QZV z1N@ye09n94!^XzQ3GmOru{8PrxEk47+Iaq-od4@?4dB1C{-2!x75;Y!5j*q03Nf&7 zFmn9cZ0Rh2Y3TtpRkU<5u>hDE+5A1cf7#XSOo2`|mUh6uBLC}r|2i=<{})Wv!qUXr z?jJQc{tW@`O#f>Qe|7s;1xza1>T)N4f4jm()zbk8_@9w94 zQBivjfHwmRCl7#um5cfBW&C>`d05$f|9`^%i-_faKi6_bE>4yn03BvVW@Z+^-}iq! z|GCopFEkQ%CibTP^pT2-k)7$^*85+Ee_#_=C#S!P|7#ljt^7aM|GES~pa;+dZf)7# zgztw{dRB%@9d_REq_|FhFAMl^h(lSUYH?vet$mMwdiZaiD#Q1mA&gDayq|5JOJ@!r z2QsvOhoik%HdH;Sz^eiRUox7$LewqF4lcUGASV4X#Ef%|Xz%Mq*&PUNPGZTDx!}h6E$1rg|x?=QND(eCc8xopX55V@&;iRyvmcPt5WlcKORP6LC%VQ z%j9suY)=gF&xY@PjU{#xR0$_sV&`wMOgyqCU{HK%|6IhW(bzP zGh&~KwF(+nHDY5o&a4E_tA@hJRuY)f%BA7PTSO=!`WcS4!+&dA1S4Ir0>vvH#fU2L z$I@xR!DQco)AF7oe2H5Y{}AMbEySg{tu&S`n zvms}Cx`aY*MTk49O~$YI)&?nmpDO08fSB&kwx+30tjB}+7bcz@c|uR&A`c8>^mD#$ z=MNs<3MN9>pG20omH^;RL(<4fhZ?zMcg=SU&l-H!L*<{cSPWcXzU%2G`ouR)1MS%x zBB%X{r=a4t!UeEU;|M~gd7c(cU-QE%K==k$B(+!Eq*z%l*SpYsZ4}ghnTLasdzH@i zKn-qa*wa~-g(0x_L>59F&6UAq!-zdGPXDJvaL~*G_;CQZk52SMA}i@+q{4cX*=lUxgX$TG6I=Q_MW2-hq~h9=q4<#AB$&yPmk;tca0Sh3DBEr z+A-3nZ(#AU_#JZo1A9Y(FP)-Hgvc}^ z{k`TGq5uN!l*Y;Y37tFko*{9p|L8UFuzdU-XvUT`b3spGOWz5t-Epg{MH7K+Qf0UQ z9B~`*W^B)Y>vG0I+t-pRn=yEbjSIt!pUs!9&`?g-qslW$`HN8XC&pgSO1IYVZaoEu*LULcBPSAwRrW>nlgSIh?}b9BsgD3Z7%axsHybVa zEc_q=0?-!1k9fkIV6gbwlB2R6#K7Mzdj&(h8+15-6q&R18%j}T%3&3n{H!BUcqI4& z8gkDQ&7!amUm4e&wF+q7xO+r=k@~q)TwZ-VtS>!O^`q^JRx;Rea0?Fyuip=dD1==2 zIc8b~aH@H@?Y4{UY?fwP2;eMKe_bNA3#egh*iXlO8aWz@AgN_p`x>!rt4@mSg;!RY zS$~^n( z`1$9Tdo)$-*PsEDF?aVdK22`AVh%4_aoScaG)QUPMvknY&|7enQrT0E`v8$CM0#nz zW|l{!A=WfstZxOAzuv1k}+L}&LjFX3rE$x*{p`iqixby9`zS|6=o%v z+sUSHq!HPDW5HzTE+y|7&@0IqmW?bO_K{}4IV*zk3X^(6eq~m|I;Qd59)+4(xR0EF zB3dg(Zq~|-36u}Rtz;CfEgmOlv;XY&^bo4lXwwNq$ zeRc5U8JKa79;eYm_=?Ro46h`#G%Jk-(@71n>C;WBPBKG1n1=;4YXED$rm{!gVPwyNRUBlgs_Ky z6cV`GqVVSA3`1$Fm}o01T5g1YR3Oxsi>vS}J~7}#q|}XK{6W&}vlBVWmeftPG|!&| zY3vhV%{?(M&x?Ta)dC)3<5vsOQTUyqW)D^1DkM=vch~m$Ig!*h@@}OKXP2K$8`xiz zzQ`m4`UtzTR&Ige`hgQ{M^@Dh@%<(+?A6K)Ab~@PrnvNdf+dtD$t)Is8@#W2g=k_S zMMHKEWE`H&Vb3o4F)TtEOs`eUw_&(xoYMfe!Q?hr9M2p9^AzLzfVnI6 z>$)BHZggkX;jL7z@}_BuvqiK+ZTzHkEq_JydyRMYQrV;3t<%yA>wo;*XcFgW`B`<8 z_t4hh+N2@v+9hUJF_BXrmgV6FhWCEStq8s>YzwuDf}wlu4CxV{xQdQ zN8Hr{=p~q#Q}o)}ee24K%?MYF>EUC>6%d|}wmf6mAEg!7J9J?ymoXHx@bdnFp(>*2 zuS>r7Lhok}rp@<%4F#EJ<$yYPHMQe0nDaf<+|R? zWwsyMY{A%Ob%k)sBvMfNYuv?oz?|c?y*U^V#xcjoLZCQ57cjqcBrWCl;~jj%JCq)sR?L*We1_IuYSZ=uuVW16}2w( zDDA6A{8l$OIA&_D@GWgkD!CVroU6=%da1kRq&8$h%o+aeHg!(M-M~CAWscvV1`_2S z{d?}z*99jDmJfTR2S~zOs!|rF_r3c>*)u1pYNvgAg-vY%09H>!u&8JJ4{xpMOen8fzI$G*Z zU6-1FR_Ho&`QQ^P@EEnvOcUkCe0-&cZP!yBmkA6xjZJaiPF!F*o;($$`jQ*a3dAhj z?ulOi$=AIBxvewdJknM7UCF^Ekpza2!1X>`XnU64TP69BBaTEb>Ohq3;7~RiOl{n~ zGM~dRs^K=bYN!QGaBS8guBmYHcw8;P*tdg!J@bwA3mR$^UbKS?8wp%3&X(@Nr%UrE zROga)*D5W7Oy~`J^tMBoIh99IHwTfX$=&?YeT`i2c%oWT=&l%nk}{X#TY1b@WN5fuvQZjw-zfmuHXrO6A3H^9*>;Z!C%6&nEN$< z!}vVEtiWdthK`&jLYbnGGow9jH*}NJ(GRf&K1uH~=7ko#Mz!6@&2w%jyRIBGziXrc z4E3CG-tbb|ogLpPahSc-v&>!7RR6LuV>}fT2kXM?AE}v7R_M$W4cTB(sz8>GeYQ zATiEc^if;$H!8Cw0#_Eq<^ow!7z8%S?KcG0Br~}s9b|?Yyx&V-n7{z(p;W4<(didW- z`cFq-=;!I^rdf1L6>P+RuU*`@A|NEpb|{)@%vRS!uCG`4`h)aay;LKWLm0($3VF=P zf|2}<(s7NM4C6$9yl_J1o+MwQ`WU{C+|TVh)U$GGfm8UUjVQ*rz@9TH&KKEd`Q zU@=bg7(|1nXK_YhOlJBj`e-Wr<+f?g&) z>mUMCo@>H2s<9`aL}XU!N`BoWuBy(*)}dBt6Nabt!1k%Sb*>|NG%3h()30;ww7K$0 zpz&whTC2~9*pwN6x6{RI<@)DwEMW{?Zt_o!S~!3Ps8D);8V>ehZ&|YVZW{OQ4mA|) z#&ss3`@xut{_rY4gn56v#go0Oy~c423qc_*L7dTN^S-}iL_4vZ&xWdvVjUNVv_T>C zt)H{FX!;5kzM1!NbeEW7PT}WDZ@kv=K@BaKDk$O8FPH(CLO71;KOHSDe)Yc)x8gop zd2R_@aD(`N)fL;Gx(^%rkka&B(PuFYYx(anFWU@Wrh7}29MEn(%CB%ZvOS7X(ib}_ z42N-e5j>=!Q6+36|2Ui=t4Tw)+#%md>+cXx#(;P_XQLzp@qusJf|MUqC_wFcdFJQ1&f?kZfj8!YWKQs(BJ`kcXkLVWUFr9WUq0Uz|rq*$?1DH#BG zl?qSR+n+{)$s+~Q@{4bQ7E$?mO6XB^8WI5W;i7Uv(Rg!7e_or7vv1#(*Y5O&9!*2b zBsX__nv(xmx)ZsJ%Sa)Wtc!(z2zQe}wi>+-52VV+GN;I_reX=_Sd^N^>-C-lID&=0 z30$y$w}LFG6e9@((lU=3X{aT!@VFLSal`xADjBHM_h%Gw?_f5KO?DkfaRvQs7dX<= zH``tbDtUAeQ^|F#{uHk%NiRIKAU7Cl83s1VSwCrPbxp~Fuej4%lx#3Thk3-WWJA0U z55O01r^a!*lxfQAoTs&Vmyb2nXM-8|bgrI%DI4-FY5d$ z0_QkWVNSQBqV8hGJ+<~>u@AFVgOyucgkec{Y5enix)@S_ zG2zk%*_jVqcYLgHyfCUSyv(_GUtN7NFQ(J1q6Ez-1=;#EsvGfT6iqP3fnyA4hd^2c zswiXAKuO-CZ}$cDN6iNE+^UyWC@Vwq44OtQ2i57i7%3pvMea8p`zOTz_CbU(@ znlzg0d7F^haP*2iSlkMWSW>6P&x?`WzWKYc(h(z9XYun5K^FS;KAU{A+5-`PLf(2w z3j#

} tidy(fit) -#> # A tibble: 4 x 3 +#> # A tibble: 4 × 3 #> .model term estimate #> <chr> <chr> <dbl> #> 1 SMEAN(Beer) season_1 417. @@ -417,7 +417,7 @@

Methods for models

} glance(fit) -#> # A tibble: 1 x 2 +#> # A tibble: 1 × 2 #> .model sigma2 #> <chr> <dbl> #> 1 SMEAN(Beer) 5495. diff --git a/man/accuracy.Rd b/man/accuracy.Rd index aa8efb3..fa885fe 100644 --- a/man/accuracy.Rd +++ b/man/accuracy.Rd @@ -31,7 +31,7 @@ need to provide a complete dataset that includes the future data and data used to train the model. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibble) library(tsibbledata) @@ -59,8 +59,7 @@ fc \%>\% aus_production, measures = list(interval_accuracy_measures, distribution_accuracy_measures) ) -} - +\dontshow{\}) # examplesIf} } \seealso{ \href{https://otexts.com/fpp3/accuracy.html}{Evaluating forecast accuracy} diff --git a/man/agg_vec.Rd b/man/agg_vec.Rd index 7a5fbd2..ed92dbe 100644 --- a/man/agg_vec.Rd +++ b/man/agg_vec.Rd @@ -15,7 +15,7 @@ agg_vec(x = character(), aggregated = logical(vec_size(x))) \lifecycle{maturing} } \details{ -An aggregation vector extends usual vectors by adding values. +An aggregation vector extends usual vectors by adding \verb{} values. These vectors are typically produced via the \code{\link[=aggregate_key]{aggregate_key()}} function, however it can be useful to create them manually to produce more complicated hierarchies (such as unbalanced hierarchies). diff --git a/man/augment.Rd b/man/augment.Rd index cd57dbb..9668256 100644 --- a/man/augment.Rd +++ b/man/augment.Rd @@ -23,7 +23,7 @@ column, while innovation residuals (transformed) are stored in the \code{.innov} column. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibbledata) @@ -31,6 +31,5 @@ library(tsibbledata) aus_production \%>\% model(ets = ETS(log(Beer) ~ error("M") + trend("Ad") + season("A"))) \%>\% augment() -} - +\dontshow{\}) # examplesIf} } diff --git a/man/autoplot.dcmp_ts.Rd b/man/autoplot.dcmp_ts.Rd index e57f165..f7a92e3 100644 --- a/man/autoplot.dcmp_ts.Rd +++ b/man/autoplot.dcmp_ts.Rd @@ -23,13 +23,12 @@ variable of the dable. Useful for visualising how the components contribute in a decomposition or model. } \examples{ -if (requireNamespace("feasts", quietly = TRUE)) { +\dontshow{if (requireNamespace("feasts", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(feasts) library(tsibbledata) aus_production \%>\% model(STL(Beer)) \%>\% components() \%>\% autoplot() -} - +\dontshow{\}) # examplesIf} } diff --git a/man/autoplot.fbl_ts.Rd b/man/autoplot.fbl_ts.Rd index ea8bdc5..213ac20 100644 --- a/man/autoplot.fbl_ts.Rd +++ b/man/autoplot.fbl_ts.Rd @@ -36,9 +36,9 @@ The \code{data} argument can be used to specify a shorter period of data, which useful to focus on the more recent observations. } \examples{ -library(tsibbledata) -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) +library(tsibbledata) fc <- aus_production \%>\% model(ets = ETS(log(Beer) ~ error("M") + trend("Ad") + season("A"))) \%>\% @@ -46,13 +46,10 @@ fc <- aus_production \%>\% fc \%>\% autoplot(aus_production) -} - - -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{\}) # examplesIf} +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} aus_production \%>\% autoplot(Beer) + autolayer(fc) -} - +\dontshow{\}) # examplesIf} } diff --git a/man/autoplot.tbl_ts.Rd b/man/autoplot.tbl_ts.Rd index e4a8e7f..2164b5b 100644 --- a/man/autoplot.tbl_ts.Rd +++ b/man/autoplot.tbl_ts.Rd @@ -22,13 +22,12 @@ tsibble contains a multiple keys, separate time series will be identified by colour. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibbledata) library(tsibble) tsibbledata::gafa_stock \%>\% autoplot(vars(Close, log(Close))) -} - +\dontshow{\}) # examplesIf} } diff --git a/man/combination_ensemble.Rd b/man/combination_ensemble.Rd index f861f0b..13b8610 100644 --- a/man/combination_ensemble.Rd +++ b/man/combination_ensemble.Rd @@ -14,3 +14,6 @@ combination_ensemble(..., weights = c("equal", "inv_var")) \description{ Ensemble combination } +\seealso{ +\code{\link[=combination_weighted]{combination_weighted()}} +} diff --git a/man/combination_model.Rd b/man/combination_model.Rd index b7248dc..0fd70ce 100644 --- a/man/combination_model.Rd +++ b/man/combination_model.Rd @@ -23,7 +23,7 @@ distributed forecasts. A combination model can also be produced using mathematical operations. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibble) library(tsibbledata) @@ -43,5 +43,5 @@ aus_production \%>\% cmbn_args = list(weights = "inv_var") ) ) -} +\dontshow{\}) # examplesIf} } diff --git a/man/combination_weighted.Rd b/man/combination_weighted.Rd new file mode 100644 index 0000000..bb10999 --- /dev/null +++ b/man/combination_weighted.Rd @@ -0,0 +1,19 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/model_combination.R +\name{combination_weighted} +\alias{combination_weighted} +\title{Weighted combination} +\usage{ +combination_weighted(..., weights = NULL) +} +\arguments{ +\item{...}{Estimated models used in the ensemble.} + +\item{weights}{The numeric weights applied to each model in \code{...}} +} +\description{ +Weighted combination +} +\seealso{ +\code{\link[=combination_ensemble]{combination_ensemble()}} +} diff --git a/man/components.Rd b/man/components.Rd index c51d00f..71562eb 100644 --- a/man/components.Rd +++ b/man/components.Rd @@ -23,8 +23,7 @@ A dable will be returned, which will allow you to easily plot the components and see the way in which components are combined to give forecasts. } \examples{ -\dontrun{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibbledata) @@ -33,7 +32,5 @@ aus_production \%>\% model(ets = ETS(log(Beer) ~ error("M") + trend("Ad") + season("A"))) \%>\% components() \%>\% autoplot() -} -} - +\dontshow{\}) # examplesIf} } diff --git a/man/decomposition_model.Rd b/man/decomposition_model.Rd index 359c623..c1415a6 100644 --- a/man/decomposition_model.Rd +++ b/man/decomposition_model.Rd @@ -23,7 +23,7 @@ These component models will be combined according to the decomposition method, giving a combination model for the response of the decomposition. } \examples{ -if (requireNamespace("fable", quietly = TRUE) && requireNamespace("feasts", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE) && requireNamespace("feasts", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(feasts) library(tsibble) @@ -49,8 +49,7 @@ vic_food \%>\% model(my_dcmp_spec) \%>\% forecast(h="5 years") \%>\% autoplot(vic_food) -} - +\dontshow{\}) # examplesIf} } \seealso{ \href{https://otexts.com/fpp3/forecasting-decomposition.html}{\emph{Forecasting: Principles and Practice} - Forecasting Decomposition} diff --git a/man/distribution_accuracy_measures.Rd b/man/distribution_accuracy_measures.Rd index 0166896..bc3aab6 100644 --- a/man/distribution_accuracy_measures.Rd +++ b/man/distribution_accuracy_measures.Rd @@ -40,6 +40,57 @@ distribution_accuracy_measures \item{n_quantiles}{The number of quantiles to use in approximating CRPS when an exact solution is not available.} } \description{ -Distribution accuracy measures +These accuracy measures can be used to evaluate how accurately a forecast +distribution predicts a given actual value. } +\section{Quantile/percentile score (pinball loss)}{ + + +A quantile (or percentile) score evaluates how accurately a set of quantiles +(or percentiles) from the distribution match the given actual value. This +score uses a pinball loss function, and can be calculated via the average of +the score function given below: + +The score function \eqn{s_p(q_p,y)} is given by \eqn{(1-p)(q_p-y)} if +\eqn{y < q_p}, and \eqn{p(y-q_p)} if \eqn{y \ge q_p}. Where \eqn{p} is the +quantile probability, \eqn{q_p = F^{-1}(p)} is the quantile with probability +\eqn{p}, and \eqn{y} is the actual value. + +The resulting accuracy measure will average this score over all predicted +points at all desired quantiles (defined via the \code{probs} argument). + +The percentile score is uses the same method with \code{probs} set to all +percentiles \code{probs = seq(0.01, 0.99, 0.01)}. +} + +\section{Continuous ranked probability score (CRPS)}{ + + +The continuous ranked probability score (CRPS) is the continuous analogue of +the pinball loss quantile score defined above. Its value is twice the +integral of the quantile score over all possible quantiles: + +\deqn{ + CRPS(F,y) = 2 \int_0^1 s_p(q_p,y) dp +}{ + CRPS(F,y) = 2 integral_0^1 s_p(q_p,y) dp +} + +It can be computed directly from the distribution via: + +\deqn{ + CRPS(F,y) = \int_{-\infty}^\infty (F(x) - 1{y\leq x})^2 dx +}{ + CRPS(F,y) = integral_{-\infty}^\infty (F(x) - 1{y\leq x})^2 dx +} + +For some forecast distribution \eqn{F} and actual value \eqn{y}. + +Calculating the CRPS accuracy measure is computationally difficult for many +distributions, however it can be computed quickly and exactly for Normal and +emperical (sample) distributions. For other distributions the CRPS is +approximated using the quantile score of many quantiles (using the number of +quantiles specified in the \code{n_quantiles} argument). +} + \keyword{datasets} diff --git a/man/fabletools-package.Rd b/man/fabletools-package.Rd index ca6dac4..b0aa52a 100644 --- a/man/fabletools-package.Rd +++ b/man/fabletools-package.Rd @@ -6,10 +6,7 @@ \alias{fabletools-package} \title{fabletools: Core Tools for Packages in the 'fable' Framework} \description{ -Provides tools, helpers and data structures for - developing models and time series functions for 'fable' and extension - packages. These tools support a consistent and tidy interface for time - series modelling and analysis. +Provides tools, helpers and data structures for developing models and time series functions for 'fable' and extension packages. These tools support a consistent and tidy interface for time series modelling and analysis. } \seealso{ Useful links: diff --git a/man/features.Rd b/man/features.Rd index 0240b39..b6ad11b 100644 --- a/man/features.Rd +++ b/man/features.Rd @@ -43,7 +43,10 @@ tourism \%>\% features(Trips, features = list(mean = mean, sd = sd)) # Search and use useful features with `feature_set()`. -if(requireNamespace("feasts")) library(feasts) + +\dontshow{if (requireNamespace("feasts", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} +library(feasts) +\dontshow{\}) # examplesIf} tourism \%>\% features(Trips, features = feature_set(tags = "autocorrelation")) diff --git a/man/forecast.Rd b/man/forecast.Rd index e803e77..bc0d993 100644 --- a/man/forecast.Rd +++ b/man/forecast.Rd @@ -86,7 +86,7 @@ These intervals are stored in a single column using the \code{hilo} class, to extract the numerical upper and lower bounds you can use \code{\link[=unpack_hilo]{unpack_hilo()}}. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibble) library(tsibbledata) @@ -131,6 +131,5 @@ future_aus <- new_data(aus_economy, n = 10) \%>\% fit \%>\% forecast(new_data = future_aus) \%>\% autoplot(aus_economy) -} - +\dontshow{\}) # examplesIf} } diff --git a/man/generate.mdl_df.Rd b/man/generate.mdl_df.Rd index 8de3167..b59a739 100644 --- a/man/generate.mdl_df.Rd +++ b/man/generate.mdl_df.Rd @@ -48,12 +48,12 @@ residuals. If \code{new_data} contains the \code{.innov} column, those values wi treated as innovations for the simulated paths.. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(dplyr) UKLungDeaths <- as_tsibble(cbind(mdeaths, fdeaths), pivot_longer = FALSE) UKLungDeaths \%>\% model(lm = TSLM(mdeaths ~ fourier("year", K = 4) + fdeaths)) \%>\% generate(UKLungDeaths, times = 5) -} +\dontshow{\}) # examplesIf} } diff --git a/man/glance.Rd b/man/glance.Rd index 6bcb4e3..bc40d20 100644 --- a/man/glance.Rd +++ b/man/glance.Rd @@ -21,12 +21,12 @@ information criterion, and other relevant summary statistics. Each model will be represented with a row of output. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibbledata) olympic_running \%>\% model(lm = TSLM(log(Time) ~ trend())) \%>\% glance() -} +\dontshow{\}) # examplesIf} } diff --git a/man/hypothesize.mdl_df.Rd b/man/hypothesize.mdl_df.Rd new file mode 100644 index 0000000..401e007 --- /dev/null +++ b/man/hypothesize.mdl_df.Rd @@ -0,0 +1,27 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/hypothesise.R +\name{hypothesize.mdl_df} +\alias{hypothesize.mdl_df} +\title{Run a hypothesis test from a mable} +\usage{ +\method{hypothesize}{mdl_df}(x, ...) +} +\arguments{ +\item{x}{A mable.} + +\item{...}{Arguments for model methods.} +} +\description{ +This function will return the results of a hypothesis test for each model in +the mable. +} +\examples{ +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} +library(fable) +library(tsibbledata) + +olympic_running \%>\% + model(lm = TSLM(log(Time) ~ trend())) \%>\% + hypothesize() +\dontshow{\}) # examplesIf} +} diff --git a/man/interpolate.Rd b/man/interpolate.Rd index 233fe10..f3c678d 100644 --- a/man/interpolate.Rd +++ b/man/interpolate.Rd @@ -20,7 +20,7 @@ Uses a fitted model to interpolate missing values from a dataset. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibbledata) @@ -31,6 +31,5 @@ olympic_running olympic_running \%>\% model(TSLM(Time ~ trend())) \%>\% interpolate(olympic_running) -} - +\dontshow{\}) # examplesIf} } diff --git a/man/mable.Rd b/man/mable.Rd index db7fdb8..5eb7392 100644 --- a/man/mable.Rd +++ b/man/mable.Rd @@ -15,8 +15,9 @@ unquote-splice via \code{\link{!!!}}. Use \verb{:=} to create columns that start Arguments are evaluated sequentially. You can refer to previously created elements directly or using the \link{.data} pronoun. -An existing \code{.data} pronoun, provided e.g. inside \code{\link[dplyr:mutate]{dplyr::mutate()}}, -is not available.} +To refer explicitly to objects in the calling environment, use \code{\link{!!}} or +\link{.env}, e.g. \code{!!.data} or \code{.env$.data} for the special case of an object +named \code{.data}.} \item{key}{Structural variable(s) that identify each model.} diff --git a/man/model.Rd b/man/model.Rd index 8365fe4..7e74de8 100644 --- a/man/model.Rd +++ b/man/model.Rd @@ -44,7 +44,7 @@ reported can be controlled using the \code{progressr} package. } \examples{ -if (requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE) && requireNamespace("tsibbledata", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibbledata) @@ -66,6 +66,5 @@ aus_retail \%>\% ets = ETS(log(Turnover) ~ error("A") + trend("A") + season("A")), ) ) -} - +\dontshow{\}) # examplesIf} } diff --git a/man/reconcile.Rd b/man/reconcile.Rd index 9abbb5d..6e9f95e 100644 --- a/man/reconcile.Rd +++ b/man/reconcile.Rd @@ -19,7 +19,7 @@ This function allows you to specify the method used to reconcile forecasts in accordance with its key structure. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) lung_deaths_agg <- as_tsibble(cbind(mdeaths, fdeaths)) \%>\% aggregate_key(key, value = sum(value)) @@ -28,6 +28,5 @@ lung_deaths_agg \%>\% model(lm = TSLM(value ~ trend() + season())) \%>\% reconcile(lm = min_trace(lm)) \%>\% forecast() -} - +\dontshow{\}) # examplesIf} } diff --git a/man/reexports.Rd b/man/reexports.Rd index e9fe43f..6382e71 100644 --- a/man/reexports.Rd +++ b/man/reexports.Rd @@ -14,6 +14,7 @@ \alias{augment} \alias{glance} \alias{tidy} +\alias{hypothesize} \alias{generate} \alias{refit} \alias{hilo} @@ -29,7 +30,7 @@ below to see their documentation. \item{dplyr}{\code{\link[dplyr:reexports]{\%>\%}}, \code{\link[dplyr]{vars}}} - \item{generics}{\code{\link[generics]{augment}}, \code{\link[generics]{components}}, \code{\link[generics]{equation}}, \code{\link[generics]{generate}}, \code{\link[generics]{glance}}, \code{\link[generics]{interpolate}}, \code{\link[generics]{refit}}, \code{\link[generics]{tidy}}} + \item{generics}{\code{\link[generics]{augment}}, \code{\link[generics]{components}}, \code{\link[generics]{equation}}, \code{\link[generics]{generate}}, \code{\link[generics]{glance}}, \code{\link[generics]{hypothesize}}, \code{\link[generics]{interpolate}}, \code{\link[generics]{refit}}, \code{\link[generics]{tidy}}} \item{ggplot2}{\code{\link[ggplot2]{autolayer}}, \code{\link[ggplot2]{autoplot}}} diff --git a/man/refit.Rd b/man/refit.Rd index 69adfd9..ac76eb6 100644 --- a/man/refit.Rd +++ b/man/refit.Rd @@ -21,7 +21,7 @@ Applies a fitted model to a new dataset. For most methods this can be done with or without re-estimation of the parameters. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) fit <- as_tsibble(mdeaths) \%>\% @@ -31,6 +31,5 @@ fit \%>\% report() fit \%>\% refit(as_tsibble(fdeaths)) \%>\% report(reinitialise = TRUE) -} - +\dontshow{\}) # examplesIf} } diff --git a/man/skill_score.Rd b/man/skill_score.Rd index b9f9302..0dce141 100644 --- a/man/skill_score.Rd +++ b/man/skill_score.Rd @@ -21,7 +21,7 @@ compute the benchmark forecasts. skill_score(MSE) -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibble) @@ -34,6 +34,5 @@ lung_deaths \%>\% ) \%>\% forecast(h = "1 year") \%>\% accuracy(lung_deaths, measures = list(skill = skill_score(MSE))) -} - +\dontshow{\}) # examplesIf} } diff --git a/man/tidy.Rd b/man/tidy.Rd index 0988ddf..befaa1b 100644 --- a/man/tidy.Rd +++ b/man/tidy.Rd @@ -25,13 +25,12 @@ This function will obtain the coefficients (and associated statistics) for each model in the mable. } \examples{ -if (requireNamespace("fable", quietly = TRUE)) { +\dontshow{if (requireNamespace("fable", quietly = TRUE)) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf} library(fable) library(tsibbledata) olympic_running \%>\% model(lm = TSLM(log(Time) ~ trend())) \%>\% tidy() -} - +\dontshow{\}) # examplesIf} } diff --git a/tests/testthat/Rplots.pdf b/tests/testthat/Rplots.pdf index 64cab52abb2476a74c3f368293c42218f1453c98..fe64041dfcfcadbbfe264e874db0146990f23eee 100644 GIT binary patch delta 8320 zcmZW~XEj2b-nNTan`!lz1DrNea>Ecum2?+{!5rF$s;N%CL?lRQd&%spG;WS!wF^Y z`{~IwufCdTDzT!3`es3bD%n_YniJovu)b!{(BD2I2}^b2f`vc7Q@fyIP>pS zcH}IvBF!$>GNze=&u8NV?{x&8Fon*g-{ja_w_^T&V|^D^B}`BpyP_onSd z|A^Zl>d-xIo8H^v-G79W@$}g*`q5%dO$#?N8b}OyFZYb!&MCyeX2TrA$-g4D#^!X15u8XgM-%3@D8m-`^+gC5ak@G=i z6q;rHlvMNwmgnbApaWfZPX(vgQIjSPfg|xv^}}ql;?lR(SCl7CWJKTGVwn24--Q$Q zNAVoLkck0j^9$t&Uy{5NMnCNE={^-$ri{{fJ}R*! zoi17&eP(LDKrqjS#pI{CBBY#wso9z|5jOQdMRb8Fh?!4**j(8Rgyx{OnKnzeNM z20Zx2DZX;#{O=iKtbRmzk4Oef>3HfDuQIDh!7g1O00R@lpbBWN8CubDW+>l{KSTGU zgyFQ^muHO}dt5a7L_1^gw*}-F4G9chB&fpVqK4^G`D4%^6CCf0CWA=zy$X>vuI~mb z|5)h;iVOOGN%FkXT^1lJK{&nRQ2m`s+slIz-T&)-T1ynRh8bsj4KR9Wxm<9ig8O3SJ$brT@B zHw2Izj7?a7KRZJpx6sy{~*=Izf%n+bSjFR`Rr^dfJu<(^D%{D zRKbBUlQgRx<>8{=a@mR2w|Bm_VDld28;SVV!&f=Y&{tMOy zot=Rk<635B!hk|0IDOcuQ@3+O@&qoVkp8q)(`+!CS7`f>yny|(K_S1rJ>ZM!nMRKa zt$xxh;Insho^a&1cO;*9#Bb02ExB5@b0Rh}Bu3M$MyZ8^@g!**l>MUHmXthXM)9uD zHj@LH{h#!s_sAIyg?BX8uCHRg2=d|MmA^nkC-{8eBrZ&Ah9>Q^mf6vVS=t7o(jLv3 z`&0_(*8=mTZ0e~Bg!tr)JVQ|2^8tlSFyk>TyS?c0{)8Fn&4b}P_EL%acXnQM!M5ror*`Kt~Nr+>ypsrNS zeVWhUxuWb;!d`zrkvjie^R$mn@9UZgO|}E!%Pu(~MT1int1dXa6 ze2*`c9H6h%aPwg@kFhw?Pn&zqMiv+48Y{EXVQlEr+55AQMvOK@4z^1G~`=I;Ds zqyFsi+j}KN`+3OG(Ar^~bW%p`X$GOc2Z`_xJOb_h=rNam&Oo+*6r`=f>P zzTO-viR-vYBD*J)G-4apUbgUW=ilGwgK-JjgQwYAjqJsy3&7&cA5B0)!VsN5s?;7F zu)lhF$Z#h>pW5TpGV5ukCLP=kCYYUL3LH^PX2YJBK=XH-6kh7>091 z$?fhv1lpvd%{Aw!HP`1|59K`4E1ITOr5CJf*7WA=m%mx(v$;iwHO|3t{;Hlq+&czD zq8yO|VpQ$V>c{Ed2y@!^oCiY56fbrYwh}@*tf830-xtPDn=jq}gu9-9J1}N?usC~g zR+AMVDrhSvC|6r`1uHsP+SVV+KAg^1yk7pEK^xG~iu3hq+H1d%yW+$xSlgwpB?J*l zilo|sVL+RebrPg6AuQk4i}S8fsI~1cV+Jl^DSsvr|J!Id7quo0=m)6UQM2V$K<)YI zAE>@$kovpvc!`t9N|gXV$vCH6l^T~<`ir>-8-3qztgfbo&qk+rft%gMoOS?68|5#0 zbQyMY#in?DGK)yc55vh_PKRIMrZ{gxwMsHff%Bu>%fn@3J+a?M`KA|@l}7>Eh|8^C z#~ay2UrUP*74`h|*T(f9|65DfH}C!X+zYth<^}m4lCRe9>*{9BkvGbwvW&_f4ywQ(RaCX z|A5UTQ!WW_+1EaM(lbdO1`(z4k>vih7614~j2M01>URBrZu!(gb`9(+C9`SO z8?^GacEBF>?aHbp=`FijjBJ}0yv`cXHjRGRIIer{CTDuCm%j#S_E?@*WfvpuZp*Qp zE(t=;kFrDx)-iZ3efQ&BbBp1-35py%lm`lwch?;B>GG&Vy&0;z09eCeVwQBMa<`Ye zZcl91)34g~aZ(16qFfe_btF}1;SQpb-U4gx=Zb6&_$L4RC-GP$W++LYvRe`D5zh^MnF?{&bJj4vDug#kXo|I zd$C)Vq(gBflCQ|5|Da=Gcq0g2pTFL+aoTOlcEq$jwu`MDG{U*NP|vco1i6}q#I{Uk zIhf??U#3yq706@S&v19fQlthj161D8SFva15>t&&(p0Or3m$db;)-j2mdA8hQ0+4P zB0RfxA9WMf45gT9iRoyl*c$H_@>8)h!j9>#RXS8|p71RRZ%dq+=Erq-OX4;{2~FC{ zm82lT*FVcPm2{*+AQ!vm^5qG_0&(w(2kXl|-rR1f_+m@m(M`#kRJ3c>576$aUK&eH zEgrEv5oT$~MxSgF{StGobl$fpo+Zbb9cOpvxied(&bscb2wV$%U69nR&mUggZ+jz1 zNS!USi-L_|%}RAI2OS_-i>X;gu%y>Q9u?f>aib~=xaori5r<(K1=eEFz!z#r*M{?j zga17Wm4dtQf7K$#CYDkFSc?TW9~N-^#7HefW76gJk`TNTJn4gi^^-kE!CKwq`jS5s zxx2!__3(%{gy4a?25~Iv1$`+o{LQg^Dz~9FTR=OWn&iV@Eb5bq*@beU$p$~nkdCT! zHswRTgIub{B+9LR3ke&qoQyz$MVyJ@VC@V9*SJmt9TQj+xK-xJ2>zz&Bn9t0MPI!{ zjoAherhFI>+x(|N^prM;9&4ewstq#~oQjFmz}$BZQHG7%rU1~C*5WNo4GAW1TC9^o zsJk3FTd^z{TIU;vD&*<1P=?h5{_uw(ByblobbcZVk>CSKMC}D6YG4Af8t{uP8L5U3lL*SG_GsgOICd|Mi}WFafZ5HSLOzmO z4I3IJRT+wimZe*%U1f)#tK|QRyd5DQdUP_eWJXteUImW~lqOFdwPU;ul_vkr&G{90 zxWrtoMak)9>TLLh=a9=c=8Y6fLHT_uWb_Bkm$c1sTI&Mokz>|INK;WxOojMp z7N}I$us1`>0FX@X}n2UEtN<>7d8KYYOtqBu;2 zcK|Zl3h7+1`xH;@=7WrG)x|q)c$nimsrB(<&X`}@e_BBL3%GCns4vnqgpt=bEtRhM zXQNy}`8*zP|Az^mxryi>ndkypAG7JL3z+gAbt%Dpt!@2~)5p;hojc;xA#Poy);pHD zV^f?3bp`+f?@^6g`II;QYi3*QKJ(W2S$Ib#oBfsFx3QIH@0FxvSn<;*^Ye*Zrfy>I z&%~lA;Pa=`+gKOJ>s}u9>;|@(m1pxhXzv*2YUTNl=jZ-N^?=PMM zDH=P?a^SDqjy~`*v4oAj31m)#sXFZQeHbl}Iq^n72;uVddz3C!%9bzu#c*-7q>PjK ziGq}jK#G&33`#1bW&p|-N?mlvX>LOZA)wu1Y@xv~Uc*hBSF)l()C5ob77Zo`sKe46Q*V3w!w=5QER+`@Sfh$WR2hKwemj|yh)VXsuhK$D0r)ro zt&yrX@qRhMCnba8IWS9A0l()+28rcow+%}0m={H5_9UkjshaoqO%$^CJDz}RT`C&1 z$Y1}f9)K3<#pxzK+`j4)L`ZyMF|p9-McB3!)%ELILh@}bLeVeO`4Kg@+^Md@2lIYE z*{=v4CCOwb*12QCY3Hp`Q!D!;71-8M=e!O7V!6JEACec0W<{#B@QGaDHDh0dvCA1q zZA;W)|5@g8`UEU4vhl6>-zpdMD@I~GOFU$*3(sbPxI5EtKZT#uFIX1h%<8ZQZ=AVY3Yx6T79h-cBAFJik_CrRGbcIB1CjZ0O zIIS6)AV=5zFptPTxM7}Ps8k#OV5nrId3`@L-^K5EEfCyy-MuK5HkhNF=_!V4=ToEl zF7j$j5Q8qE5kjDV8wDEKquqkKh-=Gr2IL|~a8$BmrNJ?E8?ry$6F;dptie%Zi+a}a zV+9?@*Jc(m?QQt^VAn&u?YJwVwm!B97U1^HmCCVj@~w}fYwjKYZ1__IW=Km`zt!js)B zic>@G<;?#*`57i$G_Bt)x}_opM&Hn(`4D`C2#eH3eY|fKo8; zr^7Zl(`v$h2BOvB;70yfS}Yv+p_Q!x7iSe=0Uz6sIHq#%7Bi%1_41gM% zm)^@}FRW)cMiq`2xkAUs;ZQJksi8Iom7w|;S=g}33x=$f;=y~DF5WA-a(K4V3)R$j zH6UA!x`$1-vCpQXP-9Afgv>#^76g{E?y=T}D(o!`ff_o}*+Ek%wrH^{wzSx{9cg5! zLRm8{TI^=~h&maZXM$}e-o3>$NZ9M}>VfK|HD%ZnCOm^&3^^7>=_){r9m9~7Fq&&E z&l7?_T~#GNJG{?+*1+#>M06NxN* zxiSTy^xXs8LLf;2{$GDMYNns=HDIAldfi89R@v;t^a@W82%^^X`Ve=mFUt5L90wGu zsCdsp8JHFA(mL3yHseIP+)Q8hs#e(cJud4wj>BnM+A4^Lpg;J@OO10bQ%KX>@eo_C zP$JNcQ3Lk3WbahJ5SOt^TCy*@lez;ZKLsoS~=0pMD zVzZA0dpe~kPSqEnB3doZ1dnu#G<#~#TW+GE+ z=mP~C7ZS+@HNG6-G?~oJ z?TM66F4`Q}iLNaI`3d@3X z*P!IcAJzhq$q6HtG%#jPVZ$YWM`v9Poi;blwbCoP*8HWB3ogzn4Vs!UUbdhVNEg$xXH^R}quj%!C@GBxJeL0x{4?^`&l_*16j+ zw?7_Js{Dvjbchj}6961ER*xTa(FhHU#d0B~X;Ix6(OJ$dpFZ+u4_3CkLSRfnryug|v!+=kk4u?x1+qg;Qi|crE zy(sgwyxb#iD30)6$r(@%sO@{aTFA}oke$s(>0E9m4c>=!MqL+*TwES+BuP9DaNZThpL9zsLqVuWwi`E@M=SN4E zeQd%-ux8Q}G#fp0kIMX&?IwQ%1W?y@2jO>Zu=)a zLv2ll_3r0JXW_nM3XL0|c7f6zkyNxU(Ok>cv~YOf;laf(1i@*PVC!POTNrsLqU`NW z_*sCtv>YXR&t>ZHqR=GabnEO4ZyLAGE(?tk0{$}(dk*V~yj1oajrGrVqm<@JH}*&q zf0cI&y#lBySLBQC;YK>oda}7=_p@479}rG|Pr#mxW`fQ&A<{go`Qj;iyYu&WUrqk& z!YVSrZJ+(ot<;Zy@Guy5ZfKEmT`IZWqFdN1I4sZq=a)LxJ}bCkj~Bf!{PW{4%-S^* zdY}5I1N}9!VJNuxrISb&K?80saTg|6AAma%X#q0K$2HD`@{KjiNfr^*m-i~DB->lA zVAm(*L;F0nxH*q|eR0Eo&b_>3793C3!aZbc9H~Z=T!;1<4=ZW(v-1E@he;HM*H(cm zZ`;~vd3GTz!ZxngLCsn5_;0kD*F;xnR0Ix4+huG^031){9VE`((gK5e+IBLGmwu(~ z0hgc4!Ic%5XL1!~-PwY8p+|RZtj_BTHDj%USIbYn*u5%D|9oxSbW_f#ZQa6}Ppd`f zQi>1@nkkoY^-B!ktTJkkyN(MBxOsdZ-OaVnO%)Q%?uEHc4Fuazfxwul)5^+sTFPTUIClacv?h+wHVtS@ftciASx!JwLDPz3L6H`*A(* zW|ZX2k|rms@K^LZudCZ_)&yqdG3vJLWq!%06@2f9aBOj6xM`(!#g1^?!9|IsDJ%88 z`l+RkW>&q0qt(YhhIUUvsxxUu8X=s&AR~T_OJJtryA?;HK3?QsR`T^mIm*yL>3z%3 zNi~gAtx8{GvCv!9OM zEbCX_9F~*>ygcD9HLmlkbZNUzo4V-tuZnMDnnX&6IFu~r)qVH5$oNijMSkvKleuWL z4|SPhbD4VkBQwsR`(8=L^kPRCiW2v^ zME-lY+_}j9pCchEDJlJbVp38v|0gCbB32tzxlE`a{=Xn`DG4#j{}q#v5SRHsv=UO1 UlBroWYNV3lWOwhX>Z_6c4;-Y@CjbBd delta 8333 zcmZX2bzBtR_r8G00#Yjt5=%&fNJ_&3OG$Sui=dRWgv1a_cT2aVbf=Vbql6$xOCw#& zZ{Od4et&%C^_ny1b}W`S|$-1Vq^Jc-0&&p$IoC z1~%wxem?$}|36k^eC&@Qn23mB0@76+$wo*9F1NKur`cK){iMhj{1aeo;YsG~_-h3Y%=X;yFA_f2b zo9=Em(|G^r;1^BD-P(`vkt(yha8wh|gJe6(%Xy?N2yV7EF%aaTVSw@kR=fPxR`wIF z_eOsF^D(IIYfowHTl=Y(n#9oGFE=4PeY@xK>Vumd5u&Eca($V|6Ih{KN?)f95~B{1 zY;SBpZr;SD!wcyD758%L!U%5^WULB^@6z)%i5J)ktA)xLYBkwx2=rtuwb+u^a_O4& zUM9DTG$q^z{1L5L|WXA9UUE+nO zH1Q?w^AMU~NZDiyBnub*@~1 z4~s>ELuRNQ$`M~dnwNHm&EW)J^_j+Vzou zyo-68aqY|g71t${2|Pq~!O-%_m}w>F6*dDRhTIQ+Qhp@PqWrdHl22RJZgcOLK%Hu7 zVj{@(cnyg-d3?M9WcB?UWEIVOs2s!01yze=y37B=UZvS)PSbLYY6jd_RFJLpGm;9ys9B7frH4;<&tpQc}Z z+Oi-KYm2ws_&|2cW)^UlIG^*za!Bc^Sarv-`fzpEuICOtVCe`3u>TSL)mMI*K$EIW z!JHxcUQyHMl@xu5M*GXBKN*?dOIZL*;!>vbeD*YotA_1 zpdr5VdPO}Eh+H$)Q$*!a$VW}+4pEfJfb5aRB4%eq>AsaPR1DQh?WnLaR7BF^J4K4k z8xJb@yOy}OZ)3Iov1^*F`dE2`?|Q?W64W<5bJ8AVPK5s(a7K;X3v}VF98r%P6GiiC z7|DIP{vp!2zw-D&WO_nitO%kjzJLP5o|Bz@^~Z?=CIgV31~1-w4+p5eLjDua4D=k# zZuz%N{O}Vi`|%pafF22p?DYJUCHi(c#>*MEMa<3Q;*z-)h0v?B6Lhqh3ds1`FG6fk+x%siJZo+k{ z(swhj0Hfv6W~t!Md-Y!%iSu{>gldJRIv3w>L(lIS%N65)PNm82EXeE}zr6E2^Vntwa)Dpu%G}V?d z&S0S=3B+}k5H5{NYD6WHpruqoc0R5_nhhbxLwXTi%^WI#t5WNcSZ%4mn^^6(Oa=7R z`eh+Ex2bxjZ@v19kSw>J;>z;S^%w zx^AQFNf^B@MiLYaMJV8^xC|v$lS+-lS?o(%EofhL^23CCv?!6*vhy03NP-5~L?N=s zryf~!{f(2Bg)2DvR2P?~+5+JXBvq3twD6zV^eP!gO#4lA$IQs{9X{C%S`Dwjz+GiNr0zoX;7L>(m&@xQA?!Ocu0Hu}&`%7) z$2d>xStD1~5TvE0d4tOWPZEklARaT6ux#pL;{DQbO35<&yTHD(kSTy80}<*=QBljd z|8Ckml&V>$PSokE!#e~1m91(wlv;EfXzwIdodzKR8mTh_?Y$goIUw%2DHBu&(fEs- zA@LEok0sT6o{;kV=GEv4$=y{pz|>SvtfmVVr0n^$8*sL`E>;ak;;N!;_vh$NlvXRJi@%k>e4OyZP%UK@1%qyG#=AO|9gybM4CAGI=a zaYS6y%NkUjYU7UBnEi)rk7n0J-Sg>;)p@@xOT|EaWSI>a9rNAGmWi71U+hAtr0>Iw zy`1ncRh>RZ`7#D>#m{}cvanNrlWnz(7x{>|Z4K2YUIb%}U877i=I1-UrcLJ0=M-(y z@d}c4g98>y`Cc39QYHaec*P|V?$v4iAz`lKvm>92Lc-oP$1n+ma@J~w1$%kxfOzk|C?)5;B)GAO31Ee5fwkm1;AbqAWQd zAAZha25M??alE5n{m2> zIKE{!$gA$~S?m`BV&jHlogT=3zdiWb(d~vE{`4f9*&iIooruj=djouvsSoaTQc+sW zzq$kUu8Pl;^f(GX1`6IT|E|8&Y|b_5kNmJ6aSngw%Ndmttsh`JA?ZS3l!q@RwNbukpG+E0 z8Uc$<%yIfCM8M$}{9RUkG3NMLw&~@}$Hx485FU1x;bn4CCQ#DZUH?V*@^^AZbJIY$ z8k?)LmMw(DD+88iD0uqhl?_~2?VUwJq+#Ibu18y^#Nhrlo%wKum6^L_R>aG@NCezHOFh>^l%-rfn8R~FT$@;#vl|C&8>0U%7)o=Y@lN&OI+pN>m8^l{ zjODG5M_y6{A0$huJla$P@{SY8_MOp7T_Tw0oFHk7;vEp5$o7<|g|c4Z|R z8vDI;$2^0nM#d{}_9|~#Uv4RK==>yk@~|M!%l8&$eK{7_BH2l@=*w?e8LN(Thd*7g zIhRX}7`Ks)YaiU+lF#LCc5yeeR=DAQc|+w0q|CfoTvms_`0;G3-`%}KY&hHbS4^eH ziv?E49-hOCRinz-puJ_$iwDNTG~soZV)t0ut3)X#H%9I4%_$ru`F0WEw~xBS%e#rf zez~vKh&_DvTNxK~AE0NgL%%jUU zWNCz*#QkLrC+FB-MRK@vSNnlOQ%CWe1H8OpdRJPHFC&iRhfOJPZum!%tF9JtNug8P zy0v)2sn0*IRI{`Wer(dGc<4Jy!5{8V4@g4cl0KcHZ`!L+v?!cM<)+q&ThU&a!oui} z6J}r}=J`PU@}>T40`iYmC;gN5cyk)!eT;XoZ}L>`HD`XNo3e#{ zR%4@Mt?uDr8Y(KUH{$;|=-~7xSE#F;@`pRB2cHvE7wUNP7xd8b^#FqPiTSGgf2hs96{2{xwgIak)rPS-i7b+ z#v+PR)AsMf6$_o6kDI0F9aRUM#*+vihF<@c=q``_%9ttmi@K+un$Ju9z3sqWdFBn( zRszucDFlP%d);H2M+*cc|0IN@t?2mnM2Dvz1pB6UsmjD-3o?rq9t}D`cMa=}m>7Ut zQ3rcca=~@cOy#(&@v}L%@{mz1TXDMvUY#ibj{9Eq&HLnzahpu0*IBymOfLKH4}~ym zX=HZKRI@eGeZKI};4LfYZ`w(`@>S1y|8{v#L@Ydr6;V@E=jKKIBJvAN9L_}N6VZuYh%_9v-CNrF4KxcFBg39D94~@ z_zF=MR9cX>&=RzOZ5I+yr;)R}tj}E?eD7uQ;`A~;v?q=qy3JtYD1+86fgp-r*@I9u z0eXHo_$z;v*=BcRVz5Gr>uYat9qD!F()bdzi}4iEq;$yNx#3zJG!>#7-v;a`8bivX z>*XtQ785riH}R-i{CJ_#-AhIHL0DT-;OE9cPZx}-s%*7Qc63nfEHB(pDqB5!=1q-X z$Ih1ll0Lse$K<1ejr>3)Wb`|fKJf})d+dlEa>fzvO$X~=&f$Px6}~H>XGA($prX%z})-A zV%4IR#9A7=zI&7^osktv^kbn*6%At4#3g$Hk1v^g61EutWqIFtrjVadqb;2;OPf%@sL8IR&Wgre zw3rKq7Q%-K!v_&PZZK%dn;(o*Pd|Yv!0}ka-?^C6p8}U-r6H@O-|BQT-X`K1{?;h8oD6|j|H1ZLyU;B_lDN65(&cR z8!Ua%*u4>QkQzXM8SE{_%pp*rCYKNXo)*eTa^!Ia>qD)@hn+dng%5JARpN*L^y6Z- zV2uC>!&x)wVSN|RSPkQ~!>Ly=!mqB~VD;+waV34oOS15J$x;#KbZi(QGend*6k1rt za4DOQv0()3tHPFpNUGPur6D!?IADyRix&ff_&NL9a`45%=VYvSzF5JXMb%%gLHyrq zR;*;pj0-NH1EKlH>amMb0^J4BgHkd{dqB)D*dD_n-?Lm%SlWsv4tHQMiwml^Kwu6W zIrtAdNN*m`5@;-}`5Bn^->1Pa!?D)xB+NH4gfM@%Dss_%bX@{p7N;+4fB3;6R;OXY z*I}sRj%D3eHsa3ErmKk1GXD6u?hwQ6Frz7BIK^mRkTKmuMJr6Wj^WDfohC7V9l#)7 zO9ErL2urq|4{OtkgxYIGP0H8L2Fi!qCQr)SXH2S*%2G^$mZ6Mi5(c=YeXZ!T7T0u^ zEo0JfRAGk;55k^TM@gGk{F-c4W{0cE5;^X|tFXi0NtIW}_2{WAg;fa2>k(yt<(;UJ zBC5Pd+NepxpZ-{FYPH}(@aqxazX(6TC;PtT1(RD%hzhsm{W56zXEC}=iNek(=Ry&A zse7TB@(!0u1PGlaBKzKOMPK&4s34PDO7N=m4ws#OJ~G>O#{UU&oF8Nc%CchdWN}ML zM2F*TK{DY>(P%&oQ`{`89HVM+S~RO$Tv>|yI+E53VahxpQlgfmb-o)Xqj!TV<9+d66lwBgnF@HP^LEI zC!5RUEh81Urs4&DseD@5wKDfE2Y>FMrv6S01SdK*%T%5)o0k%Na>-enHz<=bHAyQU zW7Vv?!O&(~hMWx?GkY5Dso%=$GWmu59{_2{tQ}lb4HnM{fkM!-j*n!F9}Arg?5d&xhi4LmLjgFjv8v-r39g~_ zwUx28(ZodG)xV!=s|YA4D1p*bACvb>xxd-o{|+5>%ArSimXE2Y?*8JH*-H`^G+3oY6A zeK9FUe5vGWRfBLLIg&P=nmsQP)eSQB6r#?n>r9Ve%d5*Y{Tg@v!(Rqh;v%dP z34Xl?H?i%$5mwx(0Kyb@D!P6`;*H`^wo--Ug}}##p1}szxrSAn&^;q)rL7{9+t03M zqr7Hie%bf;b>(Cci!qai5Bs*kPu+F^i=73=`*l89iWbVeIuu&%6+e%nkVA zV6M6dS_B!kKQxM~(vGABwyK4%=hIvn{0O<1Q@cy8j1_+MO&z^@w39#A*a#zoVK76^ zjoo2MQ^1N5EGf>?f!Ro&f?=xXEExKs=(RND4Tq_1_smTt_FmN<4tT2iFy8u{Mn9fO zkKmpHY;|@^4z|iH42G7L(%Ul|4dOHJB8tEfP?LHp!f-aFpBl6E&rGFue?8mx^mdwBs28)B@uET0RR3v%(9 zvpg4Ctz-@gYb+ky?<439>sXJ7`*$PVD`S(js;xz7^>OhVsc@->z;W`-b#AKKU(!jK zQ*P9Fs{J&pTW11TILD(t`bUQd@mR(fO{I0f=xu9xp^2pQ^IR9b@di#xfT)~ZH2Cp*AUxrp9ank~&n#;?9F@!v@bj{vnt{qsX^wjeycFNWQJ^a8eQ_AlX^%O=n zI-jCeok%|Jbha)~UdhR1Hp6180Eg&l;>GX%S0esQjD#<+-E11e|oGwaakswj__-f9fV$MFj_J+JwfIQR1)_zo#clS4^5NGK8g75A6Gd* zMLg~HCYX3J%<_YJLg82u@$?)*7eqys{7D-2bH_<$5YGXFQMbcYW>9$zgHgWYF>wzC zS!7UL)H)8x@Hw6|2rzov^3FFkV;i473^k9#K4kKo*llh>DQGR(fKSh6BE10*RxU*y3f%BsqC3%Qy^UZhS z$JY^z)~wu5OLy_`E!@ezcw}r z&vdijy8+)&YzQZMXT3_dhZ+C0hz!b+VBkNb4M zd>_TlHP}cbyGydu>t9td&cRk9h1A{Y&0l!zHXMF`cwNAA*5lL+I*q?Rr2Ht=>uVl3 zAxJCsJm5Li;ZW>R8nNC$Y>a(~+{L-{?YTN%{7KX@(P6<>DK_R-UiNqch} zu*0n`;JI|r8| z$q1sE*}CSO>T7ttO-p#rFW&h(qQ!O!0HxX(NxMf&`&2>DtfTAT*dcW=ZROw`;jXUj zr*^F5ox)y0hv%3yB7VHg)s>Uru{Tk>;{I`A#j^3fF=GS;sq^mS<+=49y;wTrzO@@Y zyzXq=cYOJPiP9;0=sx#d&VWmO%Q;(S?K+P0ps%h{@_9*!+kU+n`pG$tUK#WlSb8u% zaYzuWpeWuZ=@@b-zZ&6e{N--gzhde=FRjyTo*oFd-9?g`~WTG=J%Q}f2rW~HxY-6?C71%+-cjv_Mhq>>rT&! zPUF#IL_p--Dn?tmf>8Ge>TM7MGA|ENA&wr++ie|x+MZvYjNf`4SYfY*%zgKCmD5RS z)fIV7dztZq)>le`KUn_3YS%jiNP`kq4Ral{QAnPspq7b z>xdpUd{zYj&Yga@|87E!^>=AfwQOtD4GCCzUFJBH=}n{@xxTlYemE!q+LlFy)p)LZ z++LfFOt@Z?`wvUePSBOv51Zt)$JREHl^qpxZL{>Vm)GiFJQKS5=@Sf$R#32Q&mQ=q z|E~7O0>DE*=SPHcAK>$lu_Eq`8tA&ZnSf{i{<|1ksFyI^QF4Amp|^)MfN^l#*D`6P zwtscNn4Gvpf;<2#Et1ICBKVv=yA^-pY diff --git a/tests/testthat/test-graphics.R b/tests/testthat/test-graphics.R index 60da3ba..0ee4d53 100644 --- a/tests/testthat/test-graphics.R +++ b/tests/testthat/test-graphics.R @@ -248,7 +248,7 @@ test_that("autoplot.fbl_ts()", { expect_equal( ggplot2::layer_data(p, 3)$y, - c(fbl_mv$.mean_fdeaths, fbl_mv$.mean_mdeaths) + c(fbl_mv[[".mean_fdeaths"]]%||%fbl_mv$.mean[,"fdeaths"], fbl_mv[[".mean_mdeaths"]]%||%fbl_mv$.mean[,"mdeaths"]) ) expect_equivalent( as.numeric(table(ggplot2::layer_data(p)$PANEL)), @@ -305,7 +305,7 @@ test_that("autolayer.fbl_ts()", { expect_equal( ggplot2::layer_data(p,4)$y, - c(fbl_mv$.mean_fdeaths, fbl_mv$.mean_mdeaths) + c(fbl_mv[[".mean_fdeaths"]]%||%fbl_mv$.mean[,"fdeaths"], fbl_mv[[".mean_mdeaths"]]%||%fbl_mv$.mean[,"mdeaths"]) ) expect_equivalent( as.numeric(table(ggplot2::layer_data(p,2)$PANEL)),
VN0hA~dg%l6A}9TIKl-=FNax?Eu9Iiz#td0Ue#pwT-__se zHM*M>74J3t&}oH>kBp;0hV4CnIsp7ARX)TN;T%_vkwjp;%C<`~+`m2KjDX@9zQtc6 zAKj}(DhEBaD$qdBGL>6wEmbnG*q`IQJ&8eW`iy5qdi==(gI+MWmifR{cyU*%nP$Bp z7|`0~fYmBAkP(BV_v|h>j{SwWWQELGPg`X5Sb&p}m^=9qqIoi>kPvo%ORN}@ehtm? z7~X_#F=OjR;cehv>U`3&K#(eKUPrC%Ka}H|oyU+MrE#@W8IGN3_*_<(y72X>@(i>S zj^2vo55inZ9&STDpZMm^2kpduaT)$qav2R#Yf?zDObz z1Q`Abi7Y954cw6S?(zdV{rUnU%DTV3UF2_M@nZZo(-ZQtv5fC#KD!7K zn__g@Byw$kr}$vH#`Kb!m>a)>>+hDCp7-k%RSAWQjILA*p^cw5d8csRc{!DZS09u# zxsJqsG7yn@1ask{!*fl1K_|v8kN|+X<{-=aKab0kY_4o(=hqn};M)fd2?f?d8_+ud z;8S)*PD?Yu?AFc!I(#@D@I415j1BYvH~y%mN5VIM;!juTs$SFJvQOz#RA_-W;c{N3 zeibZr=CKWofkUgQ;#$%_0tsaMy|$^74aR~#v2)9N$-8>Y=ikGtCYl2H5R!0qEoWm3H7Gw zN}Nf|q$dbc+j6U8VL|!p%)yEF7|K5N1b0?{C++?*Q|$mmc3VVRyOgC86UVdBkMCJi z=RC%jP3K#qOFN#vX>!qHW}gDBf@g38Lx%%_Fty^h!Xa%KzZVXwIB(Hwhp-n4SgEX* z`R3&pYgk!L*g8|wUH^)~n`fbD%w-;`fy%Csrc7__nd6M3R{z>WLSJ99@4!Mboiv<( zyTR!s3gev{!CKY}PG7=+}?6orYC0Njl*;DB}%q5lb}W!x1BNUN*Cn z%(0^b+@V)bU>f2}#hy`n(6{BH1QkMpJMF z3~S&RXw_kDR*nwe6;>T^7H|Cw7p8xIBaC_0h#&{D;0}C1mtXQ5MoUWDGlJAz@97&S zV_dYB6)Uh8mBs0Z+1!9A$;5h>zUhcx;L?2jOq`pSGv8hqs(CDVy!YK2a)E8oI}M>F zH*5{UPri9}ZdsCerpWoD&O0F63|=e#(m*tRmj9<3TbE*qGfxf$ebl~oXPFLvf7S0i zAao0ZY;A;@l)uD=ROycw#h$1x#6{IG(5Y*##AdvwkIy#Ln)`rV@gCPRqY2^XtVy3^ zj>s?<&-S;4@B20>61p-ZqFXDYu|Zs1bSfJ2gx!7frm2d*+_aLjRj>Fy`5h9(>al;U zB-L-TunSG|gPpewWlHUtV$Jq{(oH(>3D{wWqp4o27FOC;KU2FFe3yC}F)p(NX>CAM z`EE_=LOA*rH4bzw;*r$&8sPUdRIx@6yzDE~D>$E&ij2%DxJL{H!spXKWG97nlw2#qq=U_^ zc*WgrZN&`-Af(>v28s&wHE^aLBxW*$IY6(me9_Bwh$<36NgEY^5L;np+~t#S)h0|a zzy;&cFri}V2?>M zv=wMu;Besjq1%-fcj4I>_G$YNmxeH8LMnz|J}hvG6ZCû|nUwfV8nN^CICf0)K z5JbMCI6c3CLG28GP{`eXSt_#ej?q?A!>bCAT2*Y47%4e(x|$PA>6?uBi#4-gS!i$e z^0}vC^6+D)7nIV%*~bPUO&AG0K?&Wrc;ls>5VwMO+9tHb zmTf4Mwq&-=L{CDS)I~KMCVN+oATd~?nPS=YX-6iCJ9|S zGFY|23jC3OT13SFSnk^M2EJeeHCLNejGu^CeKU7jjNbf*n|`h-EgW8+g_C^?Z)*w3 z5tIiK@j8xU+}@lNtNlTT3Fb;Ip{P!9r&R2>d@;Yj1Z#m8)e;q;Sz*zENKAs$Ao)JK zMZ>|>fN_58#g5BApZsyQA%2)l^}1(Rr3AZ?Wq{a!sd*-BQg$Fy$N%At^6NN1q9J#m zgSvp|3$-bL;oFlms!u_5F}!M8l7Io^JN}cla?O%Q!HdqrM-ez11-y5mBiZ-i94z~z zt{Q!p60+&%>hYyEZr&y~j&$SAM)(q55kCD4se>>?7)fV)DCy1e_sM$l-Pf(x`=x|R zhCNSzaDJI;L7X~9T>UT#-}6Xf(}*$a9T;bSk(!uYMA4S=1Slv6M7-9+X1`e;b_ojd zxIKNz-|MGXBniHlORKz|5v~z^Hvu-F3Q<`~1a$0xvQmcZTv|s5;Vx~4JM>j;b>4_> zTNHtr@H5SXh2K$=@(Y(eJ?#ZFiGeJ?qSLE?R!_1tj=N2VL4|P5zQQ_`1Th38P39^J zZ?w7!c^>bpY8OW-&smwhjQO{LF>hEYcJGn6sOxbwEo}gsy+;8~9_0&$eYrD)9DdNV1_(1l^LCZ>FoK4o6`E&P7IeiBCpO!&)#=Wqn7YWsx8V) zi59or^PZ8`7|r@*J59fY65x9W4voKm&=M=t0L!KC0%r`n7LRYI!uq1-F{T2fWTJ2E zk1X_S{YqWW_%#wnUd<7%$gU(e8r?NtrTFmkEq#-5x8c1!iSSmUvMPzYdbEsci1q#u4VUtA-9hN9`6 zIAUiHp@0)qw+4w9Xek(@oX?Lfq!=|1%d>(=ZYR(nkASL5<-zZ|)Ys+oD+BZ2Ey)w- z5{mawQ1a@}mtVe3+sL3Ptw#n@MQVHY8*Ew~M!Qi6MqwnIavxgI`z~h{wZI)1r4g>|;HE}UuLPq1`v&-&K?m` zgqOU1`@<*<-#?;;2kaQYxVNh%Pa@XS=H=iGpfkPUI3v0bX}becR5o-5ed_nRp7_D@ ztMX7##G=ak^T^*Pp`9v!SkzN_$}OwWpmIHOAa{-AM(2eX#NK&WN{kcYD=3LYGtzvI za3=g*-5EWSm#Bdsqat^ zU?IvdaVv7o&#`n?$1PT3Bo$4lV<}fG;;9WbF%vS0tW4#Laq1Z(pU8578mBraU&$py zNz;qv3qz3(Y8MSzpp3Mv1VDWRt^C%FT_Gt|S_18@UVoJdCW02j2mr3Lr7E(+Ay=CZ z3-~-o7^LnwWls)&`7~t`NUXt6U3*?o(5Km>B?L~+r`Z`rZ~EIP5HjU|@o~d@1h!6a zSzE-gEHK!3tR(q!sQIv zcW-GcCWt$RlkjW3UFass|1_8{w5+kiH;+NFzq2%6|M`c1;m?4Ev~4P4PbYdi* zm+`KFn``=i>+erD$XV#?uC=dozl{D6BiYTA*#I-e z2i9M}Kh&&K&K0$|$gN|r@To?){P(FXwiZIWW(Vwlln}|khc&;auRYwgNnCqXQ{`{Y zox@^oM)->;WiR9*d%amo9C@DDXYXtS#lmmceTv%~LCfT`qr;NE5oani`d`~5e?^3k zG=NhtiL>phe^b~nT;2HupVMM0D(TmBoQprGPOW|rB74}4kj@ZCCCL^UXsjEeSyAWh zNa$OCEF3`8dAar4M(&hs3X-s)xl!_Pi#^0%pW08Y+M|hA_dOKNR3b|qkukWp3p{XA zVrSh{OtGcQmi$bUGu-IPjyK4AjM_o2jo2~U>x!ZLqnyJdCN(Y;!LILfsX zf#`hQf=5t^Abf!w%kFFEOIH5W5jqrq0t^2Z=TW>m%=6Bl?;#qCf?xOCk~dE#`0JL9 zAS9O?Xey7)c|LZ+B9T1ZZmSjE6x#>w2VhMPe(ejqHLp9U=BRI!h!8-h3f}FAL#4QV z!d@ChTN0CN{UJApM`Yzqdc6Aa;~UQW1x7gGSNBf6|VEAfvv;LT2d(`769I;OMZm6_+r6>WjPk!*fNqUf(Z4{A@El} z1IC3Mt1Lz&r}6YB^cc7xslt5u^rp9o=LqWoni+i@R`fu=KjuDK*1(p3Y_$3Su2kE+ zBVpC@>zdLX#yc5=SzJ+SB$)|zP0;3}qO2|&jqdNeK~07yW$BH{c``8CiPGz4MPZJ3 z9-n6uIO&BTBV%YT1j@hG#*;u$fA`^3swM!wI}n$jd((@w6^-x*KE0ZpOnB&oMSt2F zC{p1<8rYUe(_Sf^MhZ!U?@&eUBjv!sFjV6|;W@iKa#c9aCg zFb*ddj>hPRbN`7902^lSF^6}eFt3dPvIX`$IQYS)NYMDDqr)(NvVy+z)=4uZd5q67 zO87)8H4+yFJqcH0RxvXcYvppZthtVNm~$*m>9VSbN8+*lz`xhOjt7l=l={*x#QlD< zc7+v2k@0)rnZlPW1?(z}D8%t)`%zl71TsGF`UTSTm&%HJcPMD8zC4jM2kkp)h)B@S+lVo5v$NhDT&x>l1G`e@V4c z+jtRTfFfoe&HLEQ$^^!|SgfKU>iIoMp$GD^D5tQCRb1g%#T>Igx2f`vg4X6xCUhY4 z;oP7V$6ES^01mC@8=Nw?{^bJfd+5M>EHqtQ!OF$k@a*(|SYR80Z$XhP`xZs77{z=1 zv#V*yAN#7Gq4jcC9Kmj&)H9A|QSx?Dagcj!j|1WoLRF#cWFjtICb=V8&#YTC*W z#=ALr>2`!XLztiU``>nmr*2ocml0p5GMhD~|9Asi1^QpC5OlYA!sx-ZA%+Nk$d7wD zZS>UHiEuUFZpYJT-wWG9P~>-JaK}IF_$*3;_Bz^u?A|9!hR9UwL@KtwjQ=J?Y%HZ5 z%R!!h3Bu8==<$uhTnsr#B7runG5d4I=j4b|Glf4J000;DhK4Wos*ZFXZHE7D^ZHzj zKz%kze#fyJDLUvo`${C6fA{^ZN4807Xe7YNpPmzrCBr$yXp)GOztyH~f)mxX1NXPk z3j9{PC_+S9ArtFe-h5nY=Ytw@Bnh#=gizLh)7J}9;Z<_ZK!(_Ras>-LY~tZays44U zF)q}{w!Zte!$yD5m@hinef*HqL?$YM{**VA$`amG9-b0|47n$0p^rc-$1O2IPJotc zIaG||bW#zHZee~)D+a2g0oI4-y=;0Rc;7csx%;h~M+6tdu=d=dhNGgD{)T5JTijQF zgl(C1XvjTB&j_AbuV0ZwCkE8~+jq2I&|LFH49fg$@J z(_ZSQx+Cf!ppKks-~B{73Gay&G!fd#e|~RsIZ811FR_*r zA_SX?EN^o4%v9awfVOa?zWCm3K$pCgZe)HWp7;eSS9raIn7Pn2`{gY`CDzP6=+*P{ z+M4}d3NGa|;Al1w&sChMkpFa9^CS88iYgu2HUaHPqM#;!+y>+<(5p^YxyHtSh^{Pe z&+P|-SGA1c>JTPPn>RtV2Yl-D<&o8jiBXfgrH}`;k&YBOLR7JTr4Fc;j%kRWfAwXg zKSYCmA`j2lb6vGFvPh^QNVp;sJ(=jj&$aaS0y4=n<+TCxE1CASoD}axD70r(&FuiK zFw47SkEht_kUSft6&H=r!5Wc&k{?4Pb9Qfq*+)tEKj>G4AK`pE;v-(umz@@#YjhG* zK2?>r?H&~ZrBtCgNSD%LPQ8!PW|A%RaJk}b1yL+6$2i_Jyn9yL?!D2Iw&cZjH^XNH zpBtfa@AR8bmN*Rk6-BzWGkV%N;574*pcB_|zrcSaI32V&Wl#0@MU=aL;ijqYA!#tA zZ)w9xjdvg;NppAY z4dyM^RA>m4eOtY8lr;x!T!1wXA#3VEv}tsDDwb_W+yP6#0tvKSoV7YWixMT2UgH9^ zwko0XI#delDEfjZ(7dXDdq7TLnd}nM3kacrFpX}|?&=fhB zKw5~To38ZYS;8?*jU^ppEynB8tu#&u&igDY9Q9sT9Ot~!0CXXx! zW6z23Iv5D!p4~Y%x)dWW&zLeFcdURTXKy!uEr#AOS7yI;QQLHXCHxyWEg3$q&8_1$ z(SXDBnGht^Ar0}`;j5dx0XBD6Ni>7J;Prk9!u)NGkylLeDOvxAR>)Asl8=bbmG+Hr zAk1Lza>a@e=eYlb)m(%lU3ecjub!eL9OcEb=AG|j9~xMTc?dFEaxb_pv>z3&ot69P zqoA$q)Lt&ndtfqump~5Mk&3knSWm(@Za$8dqeJ2fRlv%JtbdqC|L>dN>!C@vsLg4L zGYX-~y5!(OdI|i~Wh%XpNxOxQQ_v;4=>{G>+(o2u-80kI^b+PLwrJy6iI)`1iVvZZ_SH^S6}?(YMQ zZ)%@5yT4lCN0u>srGkG{?K314V6e`Qxkz$mgr59>{>1H2x1ggrD{;Hr99uaj&O^7A zDhtTIhQpUrf4aG2cNBmSYs{B%zOKCZEO76K zBIs=Ks+UarSp`kIRj;-B{5{14Q9-Su_{_x!J#*pnMK~old5`JR9wTHz!UdG<{c)*( z2=OIZQKvC4mp?>3rQK1OqHHA=@^$|_lv<#b&DfIr(UK>UJj~Ef*Jid|N_Cax6=QsB-R~O`a=~zZi}5 z6+!J>(aGeE;bYZ#9J}{wwH>ZBO$G@@g5C}ur{O@W0I;^u%&MO!&z~>mwb`P-T+Rca zkEDF2iK}8KVyaSvLc%{ z8Mue9DUQcnSs5B+GnIBG)9+;oe^9teBw3do4g)H6IRO_N8(U$gFWdIqVp}?Z0u`6} zZVQqqXHsX7KKt>Nrme5X0FGLJc0r7}<{IdM4DR(wSMTJhvA$zjVNB;!g;NzjjnQH+Cq>Rh*>6{@Cmt7h1g%{3`Yv61$FRVAg_(VvuU z*4ZwQ`45eUw(cTStF(D{FOjnlvBOiZx^_Zj$oxKUv8511>;o0o_D)v10t~5+VTCO8 zmd#>BV0uSK{LE3c=TgbRC1Yku+LYj(=ZT4Ka(1(=YFX|xjs}emU2-f&7pAOrDb*Yf z4rB=}z402-euRS_-_Cb`i)sdVVY7m?=3hQx3gSQw-GCk5s&cRYv ze)TiIaTWWG+EOa6X2s}HG<&UL){JgFr8=MT(zGCg^4smV5oO$s`UOJ7Op2~0+<6|H z%lZ=X_wz!crNT(!_Mmodf?0_e!(VU=ovw9Q%NK9A}hF&S#-d$*fzUL?Ywu7_3 zneeVFq0aS5xh~*s*5Mhf85zrQC{Kl|`^!DVy4^?CJaJRN4vi>N_l*|dOB)?xcxOEz zrWCrSPv-pjQk!aj6S$X~gMXuPN;QZ_zMD2IA{h*D7xYfN0K02>(p0ec1d2BD_at29 zc<3J*i67!(GIN{>6<-g1>mXr~h)l`FnD_#je$&}GGQ2hQRk@KJT$#R9;!^kQ4a*7e z;UA1o>tPkX23ZBni^nJ}0mdNn9u^qpuV%MxmcypbO=*;W{{B=AX|~!aY?q7yV~cP2 z;?j}W7ZIza&+W5)(S}0*Xl+Jla)!PX9GH?p zr?Z&)A_%IkZ`M8V*s({p{{ZSbak)=EVe~E4Jhlet=Fzu*kpeAq4#2kxb^f&kYsu0d zTu7F@pz>mW0gqIti0^d$1zJyHd;NXYNmz=k$*G4UY@t{R-T-Q6B)2ZF#ngX(uOonC z%=vJ9DYvD)DGa&q8MR|pGNdhHYC(`_&n#G!%VGw&i3lrue*@W^%Cg%r(Y%fp6K=Lz zH?$s?g`H4W$0(73B>5~tuKvV+Q;Hxf^yB5{ZZE5U5~DBMny-6snA^D9JvJZ0bJWSL zSD)EXyO{mjX9YMM$`g(+c%B$=^x+=9JISn(oaCGfrX1craaE$#F;UpV+lEjs>Hwsq z^S$6;#+FfR;@Y4XlO+KOmFwAQVRT-A7`zo);AHw5PFW&&u<(BXD^x=;3T19&b98cL zVQmVRTWbLcmq?}p4VUZ%0UHoGH8ct@Ol59obZ8(mIWjeq0UIcP?Hg-v+c@&Oe}z8Y zVUh6t0*VFt+)Xb{x=EX+EsBGZsEM|Yo!U;f-Cut*LrSJ>%dyk$9dK9#l13Cc?->pm zT8JPDUI-E3X5i^Vp#bF478>3;=Y{1(2%&JM2+|eMF~CQ`@fCVVeAk6gW)P$TB={~1 zVNKx?ljntV@C>GZa5fZDz`ON@gt1PULTY%2{?eGj3SCI(Ydn1SW?+N|X5d}8LLqkw z*ieX6L#tB0a9$PGXl#&$hhYGy!Uud?oAyNl~;3h3X zz@d@goFZKQE&|$DGm$(ACFcQ%0=n)!S#3GwOPH<-& zK!A&T56mHdCBX%K0U?9{g36(HNvjJ5!vxVHQ-Xr|Kzryc91u{BtOVv%AUjwI7}EhE z334kGOse1u5)mv%nnKF~TaK*hxF|fwHjhq$g2}+uAfOk5JE3GKw-VT0pedCUCV2!< zKs_1kOZL}BppAV6R9sEdChjhSTX1)G32wm&?!n#VLU4Br9$bP488o;P+}#~QaLJPQ z`}g1P+ud_^&vS0y>gV=U_teZibE>Cql`AEt{bq7~wg5St?N4@bsXehsq_=034tm52 zIO!epW8V_VJN44+RHS- zvVAb!=ku#hON@}KYGoxdICN4JV6oDX7q`q!=nLxN)!9;vVciGRMRD)gjVe;raJ)S` zHGp~j+JJ>EzL1~eUh?$ja0>qsCqs?m0F*GY+53T;WJ7tP()wys{D-0Pz`@`gicej- zN-nP51-QM66qhV24}c@SF&FUl(^NKw!moYd@by+V8mlgGUWZV@uPrSEuCLw;gJU=m zxJ|73L}QZ?n;_@!Hc1mYTobeEpl^#_@9Vy3P?}%(*H)oyYO^6cK`A2Ui#L{!?ADJ^ z)nRLzpyaW+d>bU6noE;&zICNqH}4 zvfiH}Rmi*>NN)F-yZp(nrynqGwW35H~946YS7iq4np5TERrGiU|@Cub3= zJ;=E@Z1Yy6NoHIZAV$VDVxwc#c=?Gw!h77q?bA|Rj;s+6^MQLk$;t_GsA^_6l@#G! z%qU(dqUiCwz-dSxw;~6Y>h4|jzMB-5eK++Z>=4W_UH%Rsoqw$JZrBi#4lXpLPD~I4 zXlF6*t(1Gcm^g6+d@mg+ru67{$JHU9s?FC?@j3Kj5iDnCfZd#!5P!uud;imCW780F zM2@adgl_(sX>Gf!X>}>_ahs_ta8WZprEG2S){#IXhf z=)GT05u-hGKD`*{S9TrJ^&?1V8=Lj3TnmbDEGUzjaDsy0gKK^s^B$^tjopMXZOaCQbxdMTo?H9=)njH37B0(*ej<-iBk zsc+C!87T97(k@?Df2cN~#+=0}%Ni1WMBYW47IKBR@m8tTqwwrCt4>}mfS^t5RI?2F zb9ZCZ@fuh3Ctdb)Iqm@Esdlmc>6C88xGT%PrWYXI>Ppmf)IQ#-0CIh9qm^TT&qAh^ z>(`5IUVeX4u%GOa;s^@J?fjnBeOF>sZx~0*!o^wCIvj(yraQg(ss8ua$_hK;Euuqb zvzeOvwBM*=Q_I@#qA$5B$5~5WSiIuf6T?}wDn>a%Pu7lZBBV-#y)Ig>x+gh>$G<#u zOa}oIZ+>RCPWzr{lAu(g@S6}0GPu*N-|d9sNFv7Zqgh6kkH4Y}6AW!OvQm2=pSKQO zbhb{es=y+UTJWb_?h6C`2AHeP5AeQ2q;-R*h`uAabw-P%z7wzgw@b(#-Dpb+w?u-b zgQvK@1F)r!hIH*d9Fela(en&Y%LsB(sB4KOy4y z%>aLcdSnlF($9@mrhTZDA{%LvTK>XhX$z;6PdY&P;^5U;h(Z0RoF){aM}Kwan!YBb zR>Q^;EsuGxjey01U7z$#nQ7t5NrMf?H&z+Dv4NjXy$&OC-0!3jqGDDxuxBwvPObph zHiC8KC9B&951~qyi7?EJ`LgCUY-6XM61$K7ko7ZLAIZ5GXi z$oak^xf-X)Pr?2c8;g0TlQtZ$R$N;Rgo=TBhn05=T2DhK&9qOYw4!fM$o&hAzB73It!%EiEch=87Plzy%+8vNZSDI)~^h?d-;I> z{6ZYMF|AQy(NVgPT_&1p4X;`65U=w^p*Jv- zqX!~ptBq_@8fD79C5_kApsQ@01*r}?`X(#UdC)B&1hsuxB8K5upA=`8yFr*AqhHuN ztr-3@)rX&q39gn&XqB0>;I9NsNc;QR^Mk)(%^dxBT@RQQH;N!sg?ydVBwU3_5|w~8 zQJQ$si9cRyraSm-u1B5slH76NI~gEQRx{~PI=J^KPd=8EfJB)g_x9vHX3R(k4hLS6 zp&muCs_^;AxV{vnCd>8*ZH5lbS8vbz$Ehvnq~lM1{%mMZf~*zMU>P>xB$}jn2B7Os zzHT}F$hv!7yjvi{Hg#ph_!w2*p&{)aU4~^#T^1*z+0dj0)uP8}Am*K7Q=mWx*i`t` zZW7$#@@jObQi|7Ionu*A`^@N3_cssL1bDmF8%J|1hc)GM!k8nMbL#PJ)P-V_&^8e9 zWtJG9mfHdb6?WI)TV_D3X+afVd2|XEx8We~D_AS7vEx>-jRdW7FRA&Py9{0gX9;_w zBZFtSo>u!EgKH&y$!Mq#uWPQ(BTZgwbs>ys5yZUSxZD$b{QBvirk+xdxbVGCw~i)j zMyCdXCX{y)3(J(A0>x#9DC?R9ME0Kra&HbD#ohIkECw%>4Nn2G8dVbcg;K7JjjNEX zZdWmbVw0s*dQ_u^VI^i|hZ1IezY=cdbEFYGs%xe<&Y$JoG}Z`hXBb4bdbfSg4E?S#bSJGnRaa}2&Jd?m{Pp49vlwIss$Ls!R8{v z@5v$)LA|GU%K82dW_Gz5%NlW^`e_qCA_|6Ar@BP!%$1A3*hlk}TIyk1XHn{6+pN!# zE;@XD<_0k_8JU24Y*rhO@V`0Pbj*R9=srJ*P>%7&5WWYvh!luyM48SP{aUWyQel3T z*=y`!9VKGUsUn>0oPH=cy~mu4C%byMq7;H@AI7Xed+A3_q<%C>?8G7P4{|(vpe<;! zGB$BEP3*)vIojbcRyJ}_0Zb@OB0E18)p&;o$OP00znn(}M7Ha`yWsp4c2GKbZt~h+ ze24WyeK!ge^9tbQI;sSi%(Y1gR~5!pF0@|W<*&DK80<>2@)x8NP#2WRl9> z*{?YYu}-VwGNnTE>AC9|xe9+8)AxA`K}6kc^P%+~#oRA>>+??goG&fthxnI>eSm#SLl`p*(V!uCEs*CbL&0{Yo{S5#(xG{f0bR|IpOqVHIw zs64U--{MGIX@6oD5@8O-*oG(2%8aR?uJVn3dM4zI%yvU1K8YNE%95}g>rzIcv z-UYc@tJ(i@QS&b_irtgrL0!1sGCjN0Kx+s-KFO|xHE(}E|Eyeyo_R#B*ROlMgDzD9 z%u{0X*N4^%QzWBuWNNt!51BiWm|GHLq6EZ^RmqeH4D~UX`^4FOgDjdv{dw6MSj8Rq z+d-IPM!cy9VtR$2<2$LYLtxk>thp<6%MF}Ub+BD3l$&gAd4{QPgD9OXGv>6ZY}&Jo@*D!OAnFmR(^KKRybjOdw;^Yd zc8KN?3W;pDf_e2Tr9a)X@cWHOb1We25gl>)9ZM5H=Cw~vLl5wT5#6W6Uj0%=K<5&p zb=$#lLRj~L^jqc02H44Wu{w2(%{#aBp{Zw3@v!&^Y+L#)9XF$cf%Z==9KYfO!%f7y z)KPh5_czgZwpfw*Y$@y*Yl#8}wq%XDk>m=N#H7Zc8p2es$f`|55FX=tA!KoeZ~}{= zEiX5Z~-D9vCKnx^j3aUK(m?C%5iE5xU zQaRy}is{#c+!SS=gd7bFTq;^_4GcIrXlF^AX&nqWC#_aNSw(>|Iv84#T{LSsM>}Xq z+~8UY`u>9Mgyd~iQCT^}vx0^XSV;+sFneJ&^17bzM|9uBaYDbE)@{y6<_AjRQsD04 z^exa$ihJD$0^HpuiiMdH_QsaX8GVizVO(fP6$XXh5%@MfAuk1oVPr4pSm+o_8|OF? z5HL%yGLhnSl@GXpd?@UXdJ&*QG3Zc=Y=qU>;5DF-Fr8FcVx#57yC-^5E>S@w$hPnd z2h_*ks_fd){6H`WCsN|p{K0HjjK&##s}!#HHtlbr(#AP1VorANV`1Y|%jg$O%J~kr zmEV0st`s+;BB#fLBEqTGE^z+9$dpqn!nO%zRX{3BDgM%S(be^I?)XxBWNg9i^)Bzc z^9iDIe4vJG#jKgAw#3Db&*NgN92Iz(_a`vcKYiK?&qf*Xq)v9{$W0ElH<6~PHec2r zZe$+f0>t5v_vA}X%NyWe9R}3+=zhoIQIT9olb)YO%#6P4eR0I`74RSX!Bn&l# z3e+VSq8&p_73%UI5($zI_{-LUA*wI})uC#sAh6vz(vsQbAqH5@SK9~)NGV-7Bp}Z1 z->JKEd`MuAQl#O~qIPAWZ0pla;s>Z*OO#8HIK&f=q-c)KTOrcASb*!V1-=PJ0AW*2G*1*lo23_KdYNLL9D-2C$&p|D0@naYx&7f@R+jg%i8>o>qppnU~z$NF{f zHE2NL!J&Q)d;%&_@OG$Q1@C~u6dvsBSHLSEO9gNH`epD8NLt~+u6_wT3ZhZ)wyR$R z_k!RQfCt<91#lZ^U*6lcejeNa8jydmsh&TqkAMjwdXD-{+3A1NAJ z&eUno+`d%!dOKTxMPnLHsSq@G{!MlJdeQ(G8N`PAV^1z|XTYYlknBSPw#{qh4+qVn zXWDNOrj3JJq*N$#)}8)7OTvEFf;<+AWC72N;U)K* zug-UCtS?PuH0rdQWHS(T2ZN>YdFNL*f(ngY0r!_z2fmj=qSn5FOD%ieCzE_#<9dKd z7)?5_Kax@ap~V-`ts!#Y

(1?;yXmF~m4~Y(?Z1+JwOoiCNbIKrO&QO&n623XQ~$ zL1Uq+x_%7xbJr@Ry}rLU4_Iw1ow?X}4Ty)GEcPdqiTFz2WP#XJIrp$w-MP*?LcpPq zQXG;*VdTT^DtG{Rd9Moz0^B=@6Fm?TO0crdwFC5o{dsLrJD)PBSUNP2Fu zQQ$p>9cbu%8**<=kWY=SMue4Ka({)1FH2`<{B~5GkZN!^x{xw&iTGXAqY}8~BDah@ zx@i$51G`sz5K11mX-rvG8u(be4{a(DK(Q#H*z1rFmA=I}>rvJ2?1rah$by1w`0LUo zL_gt&w#|E5ZHppX_kgv}3ZS--rU#!qNC`L}0!#)oO*H)5tXo@8ChfFz9IBcc6YR8J zOHrXJ?G;JW$R>_Tti*YaQ3=3ee<%S=Ys!F)tqGGvCnq*CdlDg*BtdS2U(jw9@IMuo2t;W*>>x{hRU2*9yiY^o4maIY*4jbl zXG=8mDBbchM4jT*ZYkMy@yvLq*SquZ(}mYsGT*2In#6}aV@zQ2W(F+W5d`Fk+_h=1 zl3qK3y916(<6CiGX&6GXhuhAL48uf-d7^&%@GWf(@xTGXg8=;3YT=ytHAGfh4l-!X z)4a(AL_9caX~Xcc_CI8X;Eb8Ni!)55)D1T}*)lc5v6?oIm70Oed0%}Kk-Oq^nD-&r zA}*EQt}R}>9sy@Vc~(S@;D(+Aex~UJcYIc8p5~Gh=0HwCYm(b1r4}Wm3NxnO0t0^s zBf*fmm0Bl<5y03$Fwl3 z7?Vf1P@lwwtA1_xWNodzU$f|_2dQ6bsa6m@pJmC(4^(@Ei8ZPBJY9h&Qxv~~hZRKg zvkuUgy+D$3m+yvF&Klz%f=>N-(r))Mnt>ms1#_X-Nbb6hUx;M6*k25QlGYv-t9~dZy)% z_m=lF%Ip5@qU-rHn_jp-iVO-&(w#ZSpq@GM+?O3~N9GKSYk5>cdLzEwExi&WaHPKv^C{n9xqfJG$pWB+eu@1?D z?@V(`#1+BN?RIlO!=Ob9ufOnVc=P$}AFD4V9k58P`{`#+0Jt-;*eBW65(Z zZ^;zZ7wdH~Y->+u1Xd?|eAemhCf&G6Cs71y`ET70wfx%@!?uiG7Tqrgy(co@D3 z%?V^~6U$_D!?Wj#oab|*GSi(AnNYqnuSsH@-v@C^&){e#Y*;cfCs)eE(ZbxWAwFfd zLCt2ON9P8CZ=3a)Eq)}}k@dyShn|yXEk!&}m-=yktbx;w;I@T$vR&-&85e*02<7jM z)<@h*|I^cOG_^ru=jKaq`wR^*v$J#Xv-5CpadI=Vv(vJ%(b6NaDmj`QQnNX{iWlG zW^PrUnKMiL5(Y>07+_vl*HWLXwC%JD3F;62b_ncF_>HJ>ru7Gk9!BSIx)vbt-gAu5WydWWm|Xg%jkS9PzF;AgKt!E@Qh20jN@(lJ1C7|GmkYB3%gc z+r*VZsC$2(emtr_lYYtA$)a>u_@jq|{PvHqYjt_Um!1@>@bzrPB>{4G=aF@5U+aLa@@^bayyVnWG?d0k_KV%}&9*7RatMtPFOTDd_c1Q*s%W_$4s zhGdK#{Em`GsD+18GLVs{QrOb+jx3fPOdYLuQ!FkMlLF^zq;zte3w|Dib>y)f+pqy- zZnH2m;@kQ@*oui|22zRa3AFOLoMg65J%Y7er z&i!10E+!Vw3tL)olGm60wLFhJ&w~#Lcgy#8S&p3)Xg*!na&>MxqG!qnXVL4gEo<3E zQ|}pcx!rWh6;6Kp`SGXI=CpEGI1c|D@LLw{aJVhaEtJ?MgeCs*B7Lsfor_E(+Eb*D zTQ87zu(K7y#4wY6rch|T2eeEpUABd60(faa^gfr)TT8|t^@x(#BH4xo#lx$wcq zOXwml{376H4Z3#EBLy`1r=3(~^sIg)pw-uB^|V=KdFcB5(xkzN{4Aap#@cEH?0}w? zzV@Ne^Liwf`j{q5S@e_zb>3PJ)S;;cw^h~DC_fUL+#|>Q^Wbd9p~369SrLBo>h|>o zC=Q}&Q$84f`2FfnkOBKKWp&+e$w9<6>uMg{*eJlNC3c5i9S&YSqcv>n&hb1G^r{3B6=k?`e%lrDimzz=hpjV#C^NSAkwx6G2 zuHdVi80|Ebr>|pV?eO^Z=>Fi@Xg!h?FzF!#F@C={V12jM8}Rh{vbUWC)nsB1S?M3p zwL(@GQ$4U6Z0PUCy+~9FYa0AAI394<$j>@D`1VO3EWAi(rq@kQt8#XVisTw49InW? zw~dWL=j+Qf=>7>>*?b;AZC%m(@-!Oa!ER*Cm z{qYwp97M*P%u+#ySs~a|!|gT=QZax8MTb(aLODKl2w;Kt!X%Lmx=7O&KSD8;e@9?y z{oZF<&iG;~SDT?{w_sRf=ox4s#M~|iQmG$PLyXJ9)X6e^; zqWQJTH!@JiGRHs`fIm$`aOMh&pNx!#M}p5C=5ydc3wqE}5`WL>P`2@{Im@ZEiainA zKHO!mL}1L!5# zsCW#HiouW&CF=kVM8?D_V#Y)YcG(8|j1xbbQt#(&Voua|3~pcGukjLm{;Ij_L&lKz z`x0qA`(VB(*gdum#c6>d@6GXFD#Rpg73ouwik+{Fzi_~E^Xd{Zr#zXLThBi4!f`^p zsQ@4Y4nuc8rBDzim1YOJ$mT*r%(QcegQyHM^HJ6CnF_jRpW>k)W`Yvn*pwpj+0@9N z>9*)=c{BFsPzm2LSFVseKWq&Efn<-Ah|J;`6p;(^bcs|_^cDVC(nuwtaJ+%_d>K7& zO3W*+Cf2aJ`6$_E}mCCEZj@zHrD_5nx(Xf+~1EqRrfd<~%7llS2UTZnvVr zQVYzKmCd))fK+3p_&bE{44*#3Ly>)?khAH>ABNrJ6eAP5w% z)$)FDvEC3UB2%lv%`ho((h)`eTvdn=%IOajWCcJbd~?+8_3H@uS1Z1iwq4uyxpPUJD__M8D;O zR=N}!>H56$QA_(v=x4w-b%~?=2?Qy7eBB%9fduq?$Pc-4vwEMDI45K1%M6BCY)WS( zzB70@kU6qhx*ENwt9=dnfTNp5X<3K-+b(A=3l6o{%yRTq>+JMm7C46!cl$W8oS4?2 z#eWd_Db-b(s4`nHtT=ln3&}RsRmRLJRfuBg}fuRR++yv>TQp&bGs&c z#unuy#dR5^Q@Z=`1n#+g*nMV$D_)&}+D-W-Cb^aJtNR1pUeFZ7-tRbQA$ZXt+68Mt z!I&S6JB_@xh6H#~KLExZjs7a_0c%c^4i4qLai6_7AnqdZ20f-nb%e54?Y|Fem7rnV zPn9;oNxX~Hbk(mx;uzxm2On|XX2)F2&!&Z|%$~{ZhTF?li0Jgmz0O~Ry>`0prbBrv zp3C&lkzI+*A zB(N1W4)Y)KANOj>7!}GXeYKwKS;R5norCcoP4ICA!@m{RHL|-b>VX7fF?bYH)_$&1 ztWS{8os01!g%ZMTPrhaP11H`FFQcV&{9F!l#j|C$0%<|}0K(B5r*hHaDPe8^yL-<1 zHDxP&C<$FwK@IdC$E3DpL@kSLbd&)Fa>(x{KJc;YI^ zclYb`C<0OLC%9uofuEM0G?0 z3@4x~J10hseAbqq7)pgeReb+Mz>=etoTw2j0P^t-gywnhxTJ^;-9-(lOK1sV0wwYM zOu#y?37xk7%*RlM(I+8FBY}q8@jehAlq8VQBOw6~Na&QQO7cdn0u(rc;vg9x6x!A@ zDhWvBj_j~kT%WDCe4iSA`Tn8nFp_j5#xv{GUWB+ngkgaNL6SDs7F+`tCxvHd5|XL* zp*wrU?53*JG16;<{g8ga!URUE#2gG3ZxTaLcWjXyxg%vN#NiLVjlA@?B+lL%#|3tj zsR)O_vaFRtz71tga9~NSyP)5?-=gEjgd_Lm&y@s~hgSz^Swf@F`i}G}T$bZ&`;W^* zWS%PhqqE6*C8YOUH)SQ|v|LKU8P+TZ>??+^PJYkh8e5kup(eQi%2N?hMdVV$mJQoAyJFXt?8`o+!%ckUGwQL&G%N>r( z<#!gkPIb?YeEd2BoQnq+nysWUY**_BNZy(_xhlGy<7O&efBmO*l8Ke{gB{Yr*9DOV zutXU}DWOXRMX7*Ld5>bH(XT2`_xCP~uZ{V7BH#Jh!!&}GxewnO_fIaNgW+on0>A@! zvXUWCpK_dgS|6TD+pg7g$EYLV%9Z9(U~~D3yM2^RUu$!3W@j|?8{Roy+(Yw4Evs zDwV8w=WkDj>nk8@7dmkxy)~(t+E*>lb6sM6saLwjLsxNhHT@`TiBqg7_Bn)5JJf^_Sqgn8xz#vnUR-HikcWrW?+EAuh@9=BUurg zLA0YkyQKtk=S^yKfc`7;_g7o3IdbmDkDnx&8w)_oj}n9W>s!x8mB(H@{e(u$^#!1% zN1nl1JU$wfxFn_qYccyO@i{fZX;sE=TsProH!^o8cb$H(`EQntRc*Ie2+FIJr34c({4^c*NQHq@=|;B*mpf$p7C%-X{E?vB^9<|JqET zUXm-LQPAqXit)A0J*Z(gnXB~9J*d!jf9ti@?+=GIA$bIom4DroUgfj5dyn@3k`H#W z4nczv_n~-a*^EUcAC2@i8stVX9l?0>I^u zqE-@*2m_E{Su3_jjawaQ4?@OW*b39x{dw?(cPnkt zx$dVI(RoC_zh8+r-g%?}Ml?%WVAE$Z5?N6qT8wB>3`l7tnRb8c3MsSgy}%>UDRV{eTFg!dPAQTkPIN%6Bx2 z)lUq!hPP37Ur<$R z{hy^WZ#~7FZ|}t9ZqdakZsWxsZdAmkZYIUbZ=A=SIi1s;pRV+`gZh(WWQZq4ibB4r ztlM0DRK#HIl>;*1uPN%!T`KndSp#Sl1|F}j+{c%k2+zCW9n&9b(cCU6I}Q)AR)akS zuKO`+a&p*UoAamMPe8E_nQ%%i_@U+&9bb0Qot8h;&eP*{OX$Evn;UvvIwC18nd1Tzc@jl^-%Dk$ZX<| zDa{?LT-C;dM{_XruF$+nyIh{u5N>srRRe`*n-mkJn97dRm5Q#3|Z%n?9gl0 zl3Niwx(!@AAjN1EK^9xEETt?7r%m4s&9q;7YCm4@As4Qswc zTUVIEKk1O0>wNDV7;lP8l@TbHP+GVY=dxmyR+N+Xcz#UGd@O!zypEExBm@Qzw7miJX$Q}l|G4Tt*TeXv>&p#GF z2@;3rl!K@HKX~*SvUL)k!53CciSwbny|B=Dh)Vzwj=d1O9DFtRK{;4_YKZPrQIgDn zNa1y^!fH$pse$5Lhrn$Minh2?e048s3!>*HOZ(@Qa-V0sx)pyfg!oN%p`g-B6gSdB zyiFj7w-cH@AOPC&hLvK|y~1!TE;#J`uu;~b|6`KgKUi5}!_%=pC_PSBc+MD2i}x_8 z5aGr&`)+W&tL}uhZQV!Ib8UO%aO7ZMbi)2UyVNO0t<^hlr-=E7OFy z->5fHu*<{>ew6F_fN@rehi^r|F|R2QkFPVcHsJK-JnekGthKo9Ur1&BHqlJoITznt zx+dYa>ek%;-Ae6-GkS-(ula!D{MWm~hZV+d@6o@|^X1eOeOjoyus80q=qhgWhsbXJ z3l)9w=iOFqiPI-0&92LwMboZS{xe(hPSmTbWfL&!44l}`UODjP6}t`94c!er1dU#^ z3(WB<{w(%}%{iW-f*%+jiaVRuC~C$!*%d}cptka(ppE|xqvDuvFAYJnamtu_(UaNs znnhDHRvm`!3g$h?kAS!N7s4~h-or}K5VpkK@I%i?jzwjVnzHo$eyb)fw(dly+2zVS zq410`laE2RK+Kt+@r&-3f<_<&O%c7qH~$Tr_ALn&8vxm$`gZWEalS7bIerFd2B~7} z;GJ7B7n&4my!y>vv#HSoN60lkRiBC>)Ee{}^bGV&a1W`-VS-spLiZuSpdTPVNA^no z%8pn9q26GkT=DAR4(xH5;{TcQ{mEo$LqDdVX^7Lt92i=QpVm#NlU5JP zPZE^zkyLrkh$Y@%rCW|IBtrnzs9QJVv#S#+i^P~VtK`^yHBfR~6YvfV*Rd-LL;dFp z2KHoz^#E?)^DhdauncLDP_I7L?%z(wxEVOg9YGmL6W?!yG&la-@nw~7YTUoS|a&doQ^8;?%a`e#?W-Fz1wWwX-o`Y^yna0FsMF|qRyqo~f(?xh)4e@a<^pgP-TJ1)El2}CimBZMxDE%-JRv-So zS;gx?JS7ie1BK;kvdg%DC*|lJ^>M6%&*BotKX|Od%XCU#FO1c6x^3ch9`oO-76^`RZ(l}z3_j2+I_N9)FQMb z{6+ZdODp}F5rOE{Y1RWkPx29@l>8;EejrJ{SMM(xu)J(dKV7^d0%x7E$sZl2JL5Eb z4Qmc-rqL1|vVFUj7~D*g#$)-j!&aJ)a zC9mFv1&^T^r|aL7OgZ{W1;oGdc^c6aEWHSx;hy*Z7Mzf3eGfG8JdLFUgfi+v8pK4OFOos{)I zI?r+KLh8XP0PB}3ORZ~DaxUyIxTcoe4PP|P(lB+oEo~Z(Y-zYE2gYpvlDfb+`-dVP z^{n#oSxf80ISZaYUbEw#j4m=-rl&>w(IDrf71?WQXXy=hCWXj-CaroirFT=wumx>I`7jRwOR(|WX-ahz4*%Vh4xgiYT=*i6Vc`EnK*Ku80iQ?%E z&h*8T4$en%c^`F|o|u1m9!Oq{3O&mB>{Dxo?(r<76tHk&ee3485ryu`r98u@wBuGa z_xHpVJHw?sn4WqMBfaD1R};Y+f8|Y`cAaCtyi~H|s^&Kt?TG(2;8^6Jap5S0rPkST z@qi^6xyU%(np*Mj#h;&hpc}ne#}8faUqF)IO=tCE5~AbU%8tGUL_abgH5A#=$O?{^j#YA6UB%AO~{GY-9t_S!J)z6?zog%};oVWS^dm(=X zicSop2-ZHlZRD%adkMe)pRVJ~?%k{Lz=h~b?IRHVi^1go^n_jAOkA+tyj(0SkvOnGQHT5c^HhX^#h~`$+4GN6`LH(pMcA7)Y#RQ)S4n9X{*P zW(@esX8d)jqOX^asvk0Qt4e_|EiyecN%2Vxv=oZE3HcIgaujk`l;mIGCHn`duB_hUmTofZ)9F=b|tmRTSV|XW@0u;DrdK&7oEX9b>4X9b!wcLjI^A z1nfjX*^0|1LVU4}`l_vx5^*KbOrg{pMf2-hLV}n>)u1~5ZofrR5~pX$GLA0-bjh|l zEj4srgQsgA6aich-b(3qH1P9lzcOMYIyzqS{$Y@s-4tT>Y8^DCQp9DKqdPq7{ADVO&mh%YZ7dH{IQA~2O#FT7$2_T97FS6y(1ezTE zWO0B_@d&=@XofVhV0!&7OaO1(3dA8EBkl~+V7{Y5#(qa%6{`Y7gX|=M7D3@0 z+^X}zwfpB@>~3eKL;P^#;n{aR&3(s^X8ZUBwF73_iq>#_?JM|M^cC3K`3(b^xUo*a zcW_l_X=;Vx1Y=$3bK#%|577l_m1YP&QhKdd2Th_^fk(`{T>yUNA|1}xjgQM;Z-0SK z<>^Aq<-iPMYlD2{GESbz*)OV}S^dd9%7C|tg~30EU$}o|qHePT%%RJv0!%26+L(py z&Q~|68%ANX%TS~?CcuIuiF=`@irt9IJ)on*Z6S46%l{C6BagB&v!56@BgiSSgaA*e zhB2$4bGOX<3D|Cvzlt*BfkZu&yecnet=O2r+TvS+;dMHlYCT$ilxF_Tg7o10hNJX6 zd2PtM9Eu3%p9qJllL>_2%t@btCRtUGfE?3pvvXyspJW{RO ze1=h7SY7T~FU^fYw}=LBHa%LhpQq9udm0ZWJX*RQbBINkO8vkXNv}!c5e3c;h+!7ROW_FiA>p8(mRstv|@$GT02HuA4rQ|;KQ{=saRzo`HB;~bUM`&h5H#8R3T>hJfp z{!3R&SwUZGkxS6@1c7p%CR6#R9FHPj`(qpV_ z>Z4N6$@ePT)dnVonetH`&S~=TWX4$IE~4vBzWJ9!Y(v_uh(F)wKB+3h`DmZR06pur z<`%);A9IQDT=fHNC#x+xbEaAHB_k_zUnIhw9*ODXVCO#BDs6DindO5z2c_9M#E%7mYW;-{C~JgR%tEULgoE|V$Rv0}79 zjpMm%Y2q6l20XY4Amf|TfW74ev|h5qH`P1E$b%y@x3qF>vw#Vc)RRoM8i|WdQX`0F z>z^G2%Bzl*yP7?UbUUa+|)mT2B-Eeg-;zxN0<+ zZ{WjiJws(tAwsJ9F`!g@JWM*Fi_Ckq5WH46)vv&C4LVsZ@%p3|NvgjC)KZw`9yy_* z;K>wsW+xb{_^G?rqg}~y#KE2ff3yTg7gQ6->Q~Hie95F4pAORenmo1CB^S=?Oh*ak z9cvSwl~9hQ)Yer!wO)KiB58%zgRW7h8{0IYXoky2>d{aYqCTrf9j<;d2LoZAC{}aG z!ECe$WwS4(sC;C_=!D=7{DQym)k}pnCyRr`Y32HE*6M@`%4Qbre`|4Vu4+oPM8? ze!!CE9BuzEJD7_jdDa~hl9h`q*~N?&IM1APE9AoJy?kci>7VF7O^%;B`{I!FbIK7F z|I(0)SPJH6KKMR(z5C0O7TaK-qx=EXrGtQ6#`(}6%Y%d+r_PT*VZO!Hu#x9j8 zM!}4Z0}-4^fb6jZIUKFj6un1J$H=SSJ?K?0iaH1{5e%}(u@SeORPsuK3ceo?5Jr@# zXKb9hMTd4|YUnwP-G5f@Si#2YbeqE^4WdB_s%?+N@u*Tz zw1in#(mLlmm3$5=<7mj#Ci}q(Jgpyw1`_pfkkgZl9xYODf7Do^tBFVFhCeK)G~{UV zj-k>QCTf2~T2#ZDX?=I=i0F?1MjC4>)~_al|N4#53st(=dlcQi$ll~hb~Api{HRb{ zA^BaF;vigWgC#uoecqgcIm`5iIR_8zb63ax-t)Ef2_-S9j{03y1~Eb;gb1px=iZjV zv>pC_eD)sYE9eB5dZj9th0Mh|#vV)f2VA`my(fDmG&I>DbI;5utcd6&usW>o8PNf7 zi3j-Mp;Y?BgFW6(cJ4G`k6D>NlF!GIfW@uq1Myn-(+V1?QB^xe#0Ek!5HbUMc=PFm z-)HN+;OD))OEC2oVhfJ@06~1R2G6cj*xMWE|;TCl+M?O&1L? z#ewt7_dpfR(X#1Ljm~Fj=$bwtW>`nVyZM&YDmOwled<8JK+P0YFWF6d`UG`vX>cyP zH^{`fHAtL$wClPLD9M<%{|@D6+wEam&>y=Ieo?9zO<6s0gTGs*U8o98DNuT?&J_`t z_vQTfwwp;LCy9h8mS(%|-xKc{vO!l^dbcizAM6hhG86DuqSRF3I zWdh3}2xVUZT75qif^{#V!^3nKZ&naaUg$Q2aJ)4o7_YRzX{_42VVHhGD2dw#8j*Oe zx|HLlK2!%nGa7$O@C5^t9laIj1y{|w`VIMU1ct^qo#8)WMYAfe-B)F-e-+khOLL{B zE;BcO_DeH0@DX1obeattRqK*SDlOn)x zHY1AWqS~n;KQ^QHy#yk#@<}~^cl``NW~k$snWMkLYN_&^CP%3LsUY*Ty&)MKZ>d3^Owbz>DDlnHhvncDs#AA{WYZ;6Jqm!B=+A;JIcOL$T?|^uEf} z#s7G}hFID0jd0i($zGO0Ig=3|FO(+G?GuYWPn)5{n<^V2t%HcOknGY6qY*-FsG14` zL*B(~<^f~t!d#AD&XqG^|2%7NGPW$z#^O5!N>!%)W$G|YBj_w92*!NB^Xs$PR@a75+6%H`^wb$N!A!fZII0X;+N@ee%4G~DhI6WSf{?!?YTDM@l>Q2S zbd%_@vmG1h5qR)kG$=!{(2>ptp9yQHZz}e*-mBUx#oz|BC$86bkw8vNAw z-U9>df_lQX7urMcbeCGWE2lH=ZYp=fJ66&Ze}{C?eHe7n`b)sNk0K|pe&6M+AeW^b zP?;Esh>7u*ftk9Jm6Zo~Wkz-4GsY3#yNj~Y(t1Z2YDA_<*tNLM1L3|s?i(y^v~FP! zoxe=hoShPg2E3#D&owtVZsI75UR}C2&5;46dQQb+fcU-yoBl4{UC-f5<48-944{1E_Skksae4YyzE~qD zJ=H&jG1BGFnTi8%{nLFWh^XL60?YJbm3|BX_?Fw=B z0W5ZL14}*%c+}XaAlt2WO%!^<7rxw+d+DIi%lbFP5PeVSTOKDmyCJ%=P4ZNW#bP-# zXjAC(gG87e?VWC(=%a>O`2I8K69x+{=gBH0QH&#^;QLSUCm5oxG{d1tagh(V3%2kl zWS(WJoSb#=X@{ctr#2#5859&s*k~*+H-L3M39CuMJy@%!>2#2AWXdP_+qhfrDp961 z${!ixjXhV9f#2CNL`^}VmR+KtAzl@U_g~abzp#p3y~Bcaa>e1SOL!FFwCSdvAsMIp z_{-n-Q9~k9oAP#y(~q{{94)C)BD7~qh7XKW6*vwYQV7`wc>(8fHx^YXU>7w)8xWn| zcQ{W!`qiE73LPbNa;~ttXyOGkwwuFM?9hc+jOezBhI?e3l(?Da2^p5d6+cc+p&UMn z1A{)k+Ah=W`-e?v7nwuSHaH@*%>8Guj*uSSQSp7UFrLKMxp;Z-TEi@A50SaFKT~c0 z)=co(<}xuodZU%Y@jY0^X}+3W0UQrB7seP69=`f0^!@XtgAU&lY^kL(58O(W3~z*q zq!A*t=_d9a8hv}_W+|W*z4RzezZ{UJi}&hr{}+(VbPGRlqn;9>W^WIc8blBkW`d1w zt;xD+`3D+>+I=?{LxwLR`N>SZ{_`Ye8kgr;1)YkW#MdJ$j8+{oA(Nean(i!$=0j4A zh4pFXJPX7R#+msg!2FH0m`V&eSrr>I89fdQij|F<{lEQ1mfnB-MZnfOgD2tyRskZ$ zOlwo;$#*NhHD4U{;u7*%?R>)I2XqK1v;ZOg9R!r6vxeMXR=+326nuX|%ngvz^+q@=&SdxJ=gZEj8>HjUe)gYO<=O z24&mk)-}!r(!BR+3#i?q;m8LSOiA#T4uI)hIj$BnB0H1KlP1VhTrIocofJILk#WXkeu||>Bb-F5Ny@Wm1ooD{y&fz|1N%aW{#zB?UK?h3RqR)yF zav_2`l*l@UWg5q}8c#bHkEkJ|(t$8Gs6T19-zc ze)wDMuGO5k3pMQts?9&XuDh%>tMTwLij~m_(>&LIKFUp7seNB{oP4{U9KQvy6x~=F z%D5Y-Qv$N2&DXP-jUFE9cClVkjia!a6Fu@aM1DioatI+sgV% zDlvaT(e=fb_iho*PGS#m?C1l(%xJ4*7`N3d z`wQ=AFdm(3@4DRXQOhB-*=h2ZA~0&5p5L{Kn-}(gKGTP;2qq~BQy67LGLW+UYxV1e zaPY5hq{8KA&WW(o)Th)c)Y3`iV}ZZm{f*vU;xmKy){dSg&)wiKGAsHKGK-*zobvLz zy!;0P&7B%VWD^Jck_|C|S_L(@eo}t?ov(ju=pgznG=8Z7&9%0Ub%C9`}p-)N>aJchIO?n!tVmMU}uQaNFME(wcK| zvA=FmkAaV=SbA>S$41^W*9U$JHl`Ug-_Q6x8s<|0jAlnJCJi^vvdg=6N&=xPOFNXY zW7Mi@cd#(qAd3fP3%GOo^BcTEyawth-U)N}q>{C$9}bjw%AQVpF~D;<#!y)NvkTqR zlUK7H!$w(QmF8_vZfFgPRzYa-#jeo(l(0x+?uY8#9Dw7r(}J_WF(h`K|(MjU~LV zRgc_RZ4g~xP``=&?#zf1RZV5+z|gpl^LQyO=Zf*A{cH|}5QSHjLpG7a$aR~syVu9% zdi;Lqj9acd2+JnLdkK*l2?AsO@AzB*mCL??)@H0SO21AK1>Er^@d1HzIPhh&W-GrbQpGt zT*(hDyh(^mtZuC&rW=DGl%uf6a<%ohLjSttrvfF<&G}w>mDM~dCc%@tIzIVzO^>A1 zZbF=xzqQWB+qy2kDfEOlKZ;=+yAU>38W(DahlyYakC+sY z$GJ01E2m$OWrG3r!OzNl`nwBMk><{%_)A%S?yM={s0vqVEL@i4sY;Im`-=hybYQ z4Iuq$Jn~swb2g3^%SZk}hAMVmLHotU6t!cwa4Hr{dJhoR*|7Iyem1R3-1xh3r0zu1 zG29YhUI$}{s)yJ!;FeP~LSA;uO7l&w`e1&=zV8rOON=9_tfS+#-{(u@ae8C8HXA2} z^6UGWyWXNL=LD;w72(DYtdAuQBFvOpNx&(%Poi&5ibOr^gFLN>ceL?JLEW-B1=54j z+u!ecNwQ2Co*O#11Ug^mBK3S|vb48ydxt@Vn#uLDlG;I#AdD)w47ux1XUEfCuXvv$ zu8RihKtK`4oi#>at5~VzS!+0z8y=!i zOIOgnMAU25RlSxX^e(>}W3tK;LcN>kbr91k=sg6zgx+<&B|IW*j)Y zr`$Vx)$o%jWMg{JQbD3FWf3Ncz?0_2ts19CTj56mZgrpCMo}M|jkB(cL`0l&@h*r? z&&3kj4=G4Sr~WUj#i^}v?16dr0mp$S26%-d3wduzS;QME!zMmL94az&n5KizW-fY7 zGKFq{QrjV(5nszbX7F#!U~pqNYb4oWRmDL%lSR%u9W-daAVLhwt78TkKsUN7!!(Iu zyu%cyqO$>?{!R$PhKAgmwJg7t#Z|Y@;9xnKz~?Ktl6KOXWwHIGmY{+%j{bFyKKZaW zj#R0m_R6yJauO*rXn@576ij$%X3@K&JnFDw%E%eX>W$p6P=r_r`r_=hH zXLkq_*3)?YK~56Q-sksq!p?_U`ObGRCV5Gc*s0ES2TLV@kRf>pAV~&wtRwvRgMT%N z-=U!yYY?lWnDMitS~;77y*1PVIkCkkprv-^FIfp!@fcV$1uFO8VsY$@n*bpW4`(4F zdVg3{9O2h5Qkn9g4P=Bq?D0OxT^(poNgcK=slEm-vB&I6fOLmy~a)M zh>%6`=&ovSayY3V5Nj4O&*PSiF?A$3VQxha{)KGCuprM~?6Gfk``$}0n%-01xtn0- z+R8R4lzP(_ljmv5c{>CttcT2fUgB}yje;TW$BPe<#S0Fy-%^Z4;yDP;-U?zpmYvA? ztnP^K*P&STSGV5`2v%T|`E43&g|lj|_RH;DZdzTGFdm+OW?!PFlLFI>i&XTvL|_8G zFIwiBmE|9ivX--~*(r1AHC&=swWc(mPxiT<4*msw+?<+KLc^F9IEUd}-A(Qf`i_j|J)b)<46?2e(8zj*0$5^bovk|LLwnu<@jm>-;17R4qNHH7+dw$67Q2th)M$ zSp&8@WSM$%>sfc1y|XWf5V{5SrVYmlNjcw_{a;a>8Z0WMUJ?>0ren9BQM}H0<%iw; z3A^*+nVfcKe&*|7P)&7x_nj6uN#U{C&F4YN_Sz9pxN;pG{Toj+ZX?i#>{Z~N-(yq~ ze;c39t@_;p>Zr%U_xh7h%Kos{0h%_Rg(kvk95* zZpp~-tT`yfp%^(OhBRu{+vePbIwXe3)Xk4{a#wp8fFqz9F8J9Y%9T}xS8Algc!yhk zkfE5;(3t}R_FWQjUFBP_6{+F|tqcvRT&yRmpm1bjo+J(e@*29Xf4~EV29oyAe4gX& zH{Z{b`2_5Y{s}mPBxA z)YY3dbk>c>H}fPN^X2)c0L;zqPc9z^*F{rBX!iiW{+&wcCQ8%Cg0vFN!E)C3pe4f5 z(>~*HdIm@{S@VIADzBCjYhHJ=X?6R<{r2K)!1s?G1s4yEtAqX+1c8w?-7-zALipR0 z4(cuQ<5E)MjdJbVeBws1J%Ipy$9BeVxva4w3}NOaxQ-_#Sz6RLm=ja=?i=xTFm2f0 zsU=f4> zZ1mn@bi0A#UuktoABd=XI2mNVxXV&{d$r|mjUGfX9$e+3^|apSk-!}(yuSN&ZM~_Y zBGb6%bJa%88;I7aaHHCL1pdJ5fQb+%17@N~ZMA4SbeS_2E6A`~I-rp95u_#(Z7q|G zX>Ixea0g0+pNs4=lW90bBI2^G57;2U`nEbdOXbs=Fg>-~`4QWPpeAxMq^gFhcy0_N zJ>9DEnFBUo=u1+Ey*z8liPsK)B4?O4c8@bJw>VjzEQs^clG+%$5)50x(i{!ySBPOb ze3i(yWjaa2YgywLtK;Ow1PP(sV?BtT?6d{@2cE~cKq~8bNE1O7O}tvHESv!Cx*UcU zFIwHE_`|Q>SbLZxsJtXM$vJaXfI(NeSf&t$c8_@G+SS86(@{875Z55>f^#a^WSpzM ziYMGjK`QI=Bxj2A+I4EGmD&o8ce;}MV+5rZj(MY_F1>ty{v9a{%@p;kf+H&HrFjzN zPeUfAFoAnf*0Zv*!x-qtQ9i(@VHdZQh8O#k=99LiG5b|Z@cds6;C4joJ#33}S2QJ` z3^~VF(A)Da8-i;`g*Mw_N-44?2d<+GOBZgsJiBxDoLdia;rx+b8jd2;mnPr`CH#A^ zBVe=kmR|Vni;~X^IEQwR16-{UR}^){+H7za6%;FRf_W2>O^%j>$tqA6R>dvCW5lKW z4Lh@|_+_}%1mWEfN*zunJ8*Pb1&ZbgB?F6Sb|#)w7*RFjXU)47g{u;G1wNi_uM%G$ zY(SuM2eo@}rF72iUfPA>_7^W7VeXk9mcgS*U!^eI#I=iR4PQeOa_Sp2Y*@9BUzrD_!Y(U$oBFnS6YmKU-m4K7Ad>3-|Og4*6&(>p9gvbnh+C- z$aITdsl>X0{5?WpSJW(E#6s}Xx$#<1tD4B=@uyW>$Zd&zOWHJ-jI*kn&*sj>fXa18 zdgJ-{^-87l*pzZkbzTzBg0D=UcZ-03g(F7tSL7;;Y3?<$n{~sejhcP)dY2zFi)ZUE z=-2ZzL>>&M1?_$>fm&HmF&fQ^!*V?Q3h6(v2)7(;%K;FfU=$y~91gL+7G}6_XyDeZ ze7m4qO z{mX8z)q)iGQ9o25*#+l?g4o+gIIg+kWHMCEj+c1`n^}Q|%?Ne@mC*Qi*>RW}h`u7N zD?=+P;`Hqr^RBT32^ULKvni?ah`cc$=Z3v>_AKxp=)x^a)(QK5XcBG}9&01F_GNZU zW3MGyAeEb!86!|TkT0!-A_2KWv=Di~%5}H8C+S#y(z@i0So{%H2jA(UehR&n8OzgtQt=p;9&Vn4*Lr%X)#j(%aIz z0r1{>&gdHAqbJL?OJjr2=0W_>2@bw6a1vrj34kdFB5GNySe}aKCY#U|MFh zI|Cv1+6WW6Pl5j5(df;{b1R#>%IW`VI-K%!+7JeE#_BFt(gwgU+j5?-_JhqTfm!P@ zzc(nr=n2bQGk;ceK(R>^wOg}{bTIQ+o@6qsbdgjL8$o?P$d659xt>*^kooAWfL9v8HF2{KcRRZoRLw7Maj-U(ZRv?m z6_Jda@Ky3Uk-Qv57q#8gQ{gqi_j4+Z4FbGeB)^C_f6e!bfU2Njsz7&&eFmY2c=*RE zUC7EUhubQ7vFUZKPpU^8xu_uuatj|sie;+Cq+yyB+_yj2MAi6u^<`85X@~jECLCef`IuC!fH{H;v+r614bucGu4?CN3zgHh7_miHF?4-XdPjKz&nn*>VT3pVyjUw(K3gk9cki zg!5HQhw!BqyuUNtHn7vzDxG0JL?9tO{xBPE)&mG~!NY`m zI$<(_CJNGT@?f7a55>#me+ri}T9yv+END=>X8&?Bwh{e7{KK|-v_|@yGY+xqsA$VN zDo;5eB2Ur5%GDYioE335U6e=gd}VbdfbH#KKq>MWf=~IpQk@QmFseo1M|yh4Bf46u zr!cqp2FO5Io44XRydKU!rW(+!DqjVEHF^^vtGi)<6ATD&b$BEp%e5)Z=rS`tY4e{%bZ{aDOd>FKuJ zq~Qb<^eDD6w@vWR#tj2H-8bJ{HJEP|uc0v`M#;nHBrW9MTG~0e7oeC(s6}eiu*7P< zN4Y4JarY>rnYSzsQ3F)>e-_m@kcb+5Avr3g3{`ak^8*h zu<~#6+)@9)3ctA9`NpWA8Khi{5!2B~hdfK>j*FG)h-{^DeUm+E2=ozEsHh@<(&|bC zV5MkvqREfaSO=RHefkHpSIfwj?ss&r83tJOfqEcD#;nt8%23L z@w)Hh$q6LuZ>IN-FPVx9Q1}E-6TiRzUql2e_dmmh1;N4cPc_g1TA+V+ z3+?mbx0n&aviRWfJ8cKV$|4G0orztyvJKh{2BX`;0A(@NrqOT8c(pH*Q%N-}#%lZ5 zo{yb0#FceKprZxUwS|M%nO3zVDMNFI$21VnAnHH6Nrdr|+dNqf;$)0k>x?C=(P?R4 z`EY#}f|HVlprLTt2Nzc)Vn_l~%^bm2S$#TbTDr9vcM}=vU2@!KHLDyC_Md#ad@q%Y z6u+)1Mk3x=OHq|F=4=V4amLAHA{7`q*fW1$tlsZ57#%s=-lty6ZrX@|GPJEpmX_G} zT5>=|V%8Xbq8YwsTfHgyGh`W08NiqU(YYJ~n(eWdOmEJ4BH)Gh>PZ2dkm%lIOyS)j zN=Zo!aFRw8U)>PAI}2{uYokjY5!Eq^nUW(O5+Bh*?^1&snV_MCISa?W7}6}x{PNYhtL#}H8SKX?b>50bkSZpOg7KJR<& zq@1pz5SMzGVdgtfmhh!iF|9&QZ6Ffi)4_$^aO8sF4Bz|gX>@(;hfG1fwIc>z7E{S4 z57*YOkedbpoP2!78R%$)9L9Jz6yC=wKs@Zkp-C?}2Vcjjr!d$sG!9>#H3lC42reqlculIYBi7=-$lf=QFI&^=P; zTRH!Ln9hJmBDOZjmM496l)2#Zi@9l4A`Qf>z0}MpqIpvx`juUCi7LRqt+s~wEk|jb2islT>MZ=DHx?io^#Q;fW};G!%Zeb<>Th$qI$Rp3I~QV2<2~}60)axq z?yX}^h){a#DqASqXuDl$sPLjY_B9Lk-UeiK+}NS=y+*PU1$dY$OF#k`T$t9V2ZU{H z(h!G2x6CR~g_5zLo$tWMLLJgPhE==SGsls6o#Lo+^}s&w3tSG?CnBNxhX?C^E<>RE z8}42OVxwis1t97#BlxHAypzDH6Wsl2qp#X@&;n}p9pF5UJ>Gf9l(6)4nmc-2s))Em znUAqCK!(ZRzJb*c!qNk2i^B_~RxW=P@2jf#s1N}Can$^I*IiZh_cFf_2u`7+SifEA z`s+Q;d2Qpl6ZX>6+=}_ z6qYn}^}ZHsj_hv$;n~t5`bTLIv`-IzUc3$D?+Yhte@I!~nJSBdc)mRoqkb1LLoVoP z>vA9>aHD$vvo7B%lao@pq{it1#``G>cC=l}(pu{Pk%V~kYsW3F@CZ`Lc*Ffr%25E; zR^HV(R$uuHwLr-1&19kOQ=SluXw2r*$-T+$!5epSC-{@@f^xHGxrC+9#6 z#Q!nQ=-wD*nRdIsn7f4*e9h{~n2&={<_!SkTGi>0tf1G#CLNWfEwa=$2w_2m);CP* ztUJRyFLCPn-(p7^5%av=|EaD+lGM=8iZ&OB*emC*%QdDt8rE}I_0O_G5p=KULjPd8 z9SQfUSz8TOF*Z$gYnz*l_@0>jn$+xphp(OxQIy837COOR6SrF6E zrVC}^&iZGc3JO=Y3gg<6i5-5wAS?>!2dk`vr2fQDRaF3&;X_s?4#G;Kp)fu}*)L(8 zU`#PUzE975E1C_H4SNyj52xE>oVU;pnW!kw82hFA zXX(^);DKay*0SRy+ab_brA8Zz&{*uTUt)Gn=cj5MDi|uFTPt6Jh$Y~#L8-q&#RE2D zqR6LClW4EZh}45b2b;`6;$dm@-}-2!K&sS8R`spR7U=9U&b*Szqh&=r$@=Gch$|_fM|E3xXjsQVXKZ~TaOl8?cVG+$T@U5fz!p^rf z@UY9#7NLBxYfFuLLe;9t^VJlgP%>tH%E43BjGaePD%e@`kStY379yC~KEM#oz;UaP z1fzB;4x11zD=8L}RKTe{l{5)4+e{biDQ41TED^S9;1@M`G$)U9A+)NUaY7mXpuKEu z9{_^um+qeTPPULrHW!(WFIGOTE58ZScm4+b*=YxN&5Ki`&`y#M&l z4Q>+cogUuYoSzMo`s}1vR#x-#x@^ebfqnG&oEQ6HlsKYh6w|fB`ev{aJb+71<%O%0!x zzuV5nmgQ`}w5sWrS1VLcRDZ3ue=(iM&FWdc8!BPu@~c0IRy6wWTSB%knUS!?u@Ti2 zoejy=oCJVp>18AO*|`A7aI0(WVfs_w@LdSxuUkEh3-T}OU%MdPVBVN6tq1Dr1%uU% zrM$E$-0ryic2IB)YI!R-&LVVydt~rAbl7i5D2Jv@q zB-R%Lk{K42E8f@@a>Y1NyL(RLGqfmXmkAUvZ=~WUw9B(!oX>20%(-CVN_Q9795E|J3xLdre2PQJ4{DTl3|6m>jq-!YKm8{Y)erc{?teLDpd;sgaRSanC z?gViT=06zf`%xPl+$bmj#1?!O<6@8_6lnVT@DDX3cT-ggBb@2JUh{<4E_qr$cJ@fq6 zTS!j_drG!26G-g>shje|hHdKn25U}t!QE>@z|`4!#_6We=TSpzI0Tjhb6l{G3mw)5;zceo^%nwobmt?hUYg}4Nf>HPu#p>n&jY0-H^L-P*Xab&f2 za9ZKB@&0g%`}(>w@WZG3S#PO3?{}xZy;kLT>=x6s@O!+KznIc*J<`|@q&)U0)w2kZl`C_@Jxl4|5Y?i|&kn|O(Ud^2>;Ch^Dk zrhux0Whkv&mhSZi< z1uq&1!yu+s*se^<6XP*8*Fi}c8cR&}2k3uHM_#r+?y0jP8}ZbK4fDBl5>hlPc^&m7 zg?8}EH|yz!WMr9zIt?5o3lLEsuC)X1LR-F9q(@m>=~}p$VOmde&4>ngrt$)m`aDY? zBt&f0Y#1Gzzqgo#nS>CP2vG9G9?gGaXZHZ~Rpt`0sF;>4_BH>$n4D(?`8N$3_4SYR zYqA~Mv-Tny1aiQ=f9P!}WNpKQ?|VPp!8CPti@e$@ldMfARq=V!-$6{4qmK+rVQ|Ex zZ0%2BOlRCnw9)e`dP~o615L@rEKZ>a>uw%BgB(U?Tug}i4bsjZ9pa{0WNB6a;wa$S zIIhpkv=|-z{KG|vn4(~Jp$$&5_HeUrJ<>qJpC*$uq-l7L^40J9v`3JJ27z}GkrpnJ*k8B$ikuxV*0U{-62UP-?SHM-d?aiIlYBW8dbC!iCiS2Tr{#X z!OgyfL`PHwN#vW|Wu#E!SU@YILQw{XQyE|!qfG@t$Fds(6D{z>7HegMn^)t=1A=G6 zr$it6^(Ug}#e|d6Gm{B%0gzL!V+VhE9To$aiW&@>N^A4xT(xKgdA#hqI!wMs?9@dd zna)UJP!&Tq7z+Dptq5oAeak{mAq!OP$7HzSK;->1zjbabAw11|zBKgKKfP(xi_*@a zd!+)2SH8gKpz%>yF|_r#q%<`7_Tb3kgiYYL1Fr4w=GvX%n}t>v2|&($kx+@D%@_Tq z)Z;rOijoC}SWkuW!Cqj2h8{#EK?p19%>4|q22)(r5oUmLj);JQP?x}1DdrGPP-23G zrIRz=)wz-`KE+R-SC|wVyKX8!%UJEJV4t^rt{uzVySTxN32?G%vm2d2N%-mJEUz6w znlg1dS+k#k1T?Tx%RHzDA zjUv4ZEe65-Ji&jqQyehTF;htpPLkME$xZEKnuZklDpoJkrSFkNbj?|WF3Pj(@PuYE zWfpOBA~b#L3(P;vHaRniuJ18jSlYm@llVC56dFMtAtBd!-Q=J+UmvqyWh~k(_8yoE z{ho%)6YHRVG^jpX)^S!#305XFg6cq~<0EWgNV*kunpZ=<=JaRK($T!2cj(`WKYhOP zP0h`9ucIj!O<%Lot3HnbuX%9INj!0FG+6r*jbHR#9k^_?H0o5|Q}47tBSh#+cd-LK zL6$16KduyRDBcIY{Bj9dX79?W;O1JVWDawf5dw+9D5j06?yVh$kE#69MgV+&>XO76 zA+i(~7zHuYgrJ3)6Ctzj67K5YyZE{kAF|CADy89sKJ42h@3Wb&s_S^;xKA!SoIS)Y zwO3T$sCsQs!xIC&stO5Yv(tXHNg3puJ~&mI58WMn@7;1#qDTo{qduuD&e0=z@5X)~ zCWM_lE#OR_s9}vZr2osF=Vbk_fjkyo-v79rWYiysz(_t9nwzZZ-@SwZu5%p5AeeuF zg#}F)@E!6Uv!x67IxN10n9%9sc;xSlP7>O)iIaIr>{|rBzi+oTTg(w0Ip-JM&bhkp zbWw2N*IKnA`?>wvuI<(8PgAEbLP-=j5M7o#SJu1aI0;jrOA&MPobZA=+<)DEQ6)N8 zO02LQIzjneNg2@|Dk#Yq;>YG4Q!TBaHJeOCU}Ycl?aK;p&lpHs=#q5j(v310X(}!uU{t#N2AdN> z_lT9-I*XS*QiaS`hg@c|LqF#!Dl8qrTsbM1$i9BC$vDcGcQEi#YzyVRI$D;yeVB34 zZ{o1X;Dxfj-)*~6&9>XITo2aAVRs<*0D#Uc%gis#EALJAJN-0G{zFe?rl8@)+d7SM}%MDeFi&jyc3&5tC zRl7xYP$}&YJqiT@mKAnQ=$FXD_g6##y;i2PnWRVWzT_9O5#|DN^7jQ)AVRLrEHpxo zGwEYmvq}M|S<6oMs-;`PO*XEDC%#Riy2j7A*lJ{64*%EhA!-sCw_P(RLLJXxOozs1 z<(Y9HS@ymSrPkm{xz$x%yjt}p9ME)V7+}BSGK)*15g$Oy9;{=DJ0K#OJL94h);T>%OEYXX(8!_k7)sQ=J7eT9JO63`;|!PouI zW+HNZwvXOyEBK^m{fWPtz1O;2QY zkaw(imVdEAk+o3u>@K3JP|LR^`?hCQ4vt)jEcIEQzYo_Hy_8uHaq zpNP#Y^P`b-bKy|z0sS%$5I`7d;hF{-+vKxZmTj=u6wQ^GgflzJ#6}RG(ejvix4CoW^KcR@PYq!C8_%xi2_+<8elUm(M%2H>^W5_S zCD%K(-Q5l~Dv%%#he8Hi4R@|tPcI64R|U}2YgNom6EHjW=6humw1nktV)ciHA~`cz zJQ!CyIgEInQmSIPy^1nFR0tA~313UyIy`ue?%7=2Ar!tw3Lq>Pi8KI%D(Q}`j98{C zySwAki{Vk;*_(BMn*)2?F;#-|@pAvQgY-5*kFJ%pal#qKC`Bc};f)}aiR?&7q5uf; zH^c%=wM}FgZekSR=dToCQ?TBGB!NU-oYIUQvJfux5t2TB`ysW`P1Dt*a5B&pqRZ6` z+lH}kDB{pB7o=RByG97-vIawkBX`lP;f&*8$ve|%xZ*Ha4$H$tb{Q3e%@al`eLL9+ z7$~=apjWcM(S=1<@%^HPCDN|Ds0HNNsMDnul)KlMk2q=!T#B_6)Z2>qDrjX48I5^q z3rK?OIV%D8tu#6ouAqQ0%6ZnyBOfy^$8#_ z4gnQ7M|nd{EfheMvh#9uFYi2ff@M{d3wnTFZe0@DW5u~c;@Ue3`vAir69V!b(I|i_ z78kL#ZUZ0N^=i56TOVPv3)E_rc?C}NP&!q+x{=#AE6rDARew|I>3^OI zaGWq=tsm7DLX{FqCJaA-g_Q_^&y>*oV#Ui|dsjNA2I?!CPHsL6qs>kAUwnUlS6HDbH3n!)HkwA{^`13(zM6~Tm6Kv_y=Uj}Q$KMi_V=%+^j_ZR zAFptrU1|Ff3(T)u z&nsEN!_7PSPFJ{$9?oBT7NAv>_D;(e{65HOF|?=@R#O=0brBulZvaT~g3<10xHc?c zb2_jVy>!tLh>@{(sD6gMq(?^O9WI$HWm*H-WkT_P;Vo3cqqr=(M zbAgPDZ0_vE6dIOq5$$dOd&fA#tGx8&>s{dD&zicMUtLm5wRiFe(lN_cjup~)puo)P zl&iB9*)sXWsypXAKL9)m{LOOzJhvjLKt+ljj5fJMSythID!Xq&qv`HaS!%udGQ!+q zDPTH%wQn%_y0B;Inu2#qxppEmQ(Q>#nLD)~twVAhKD~Afn)8_l)AoU49y-zHc;CM{ZZN4qO;Vs4VnlEv?Ni+{z z%}7-8hi5%az8(&R!rgk03%6;BEa}YcynJiL=cyUP#~I%@kjnZ-@BebVV*d~C;AcVj zf8t1sYU{Q?lIOEsi-Zfd2!cT(wLmAJNotPU1Qo!d%TMOtpWJ4Jp(%+>MqxV(xQ-JZ zozrBy=s^$Z&*xxAnATo$dy2X4(&}EV(#;ah|1W2eS))_gbz45*nBN3PD6 zn~TyC-m1;`xLkFwtuMe~XhkIIHHnl8aKiGDWSNp|R}FN%5M-9#O*p$Pf8f$t($jg3 zSRe#i_;CBSN1Mf2h5i~;%tT$$3W(_9ZsC7q4VO%T2&}DL))CdN>P~+`v(JbI{&K!`1nE5}|*g)n@YdqV~PP{m74Zh%vCsotmo z-M(av%l-W}W^3E>lDHTDFz^)-fSz(6;I7~@1>c#my_(8y?Tgy7`qzL1p9TRuwoc4!Ud zg%r1PY+bwLKr-lEiTbqBnvnIp#3Oz`5UDjrnV(@C(ME-c&rBV52~Eq;`7NekatP@G z2X&+j&Ef`EAh&ODRL_#XArwY?|H(MC<*^u(MvEgGa+>Br`-hegAJQ>$Nq7KK;=ao2C_qjL6(<%vqh zpb)dk>}?*wk@Vib@F9qg#6-il+&=hhw<^a= zsw4S^QSvYOzhB!87MJCYEA$Li*OAu7J)`y(k!+g@TO4|3` zVG%x!bZ;+BA8kYdvI%nzNQS;b35*VR184VY+f+M97f2)c$DIbe9B__gz#}hmr&+aM zZJ6MuYZ(LRSz-AI!4_h3gdJ{c89-E0rgy+-6kK`FBoeC=jpdXb9?x5XOF`i@j-OA@ zdR#InN|HJD7EYWkEK(tGQd$@Vk-ad`eLq05kO&=CQ)Q-8jg$)#pwxssB zEizMqhVAt?Ml%-P1vpRL6SFI;N=R-zBo~_JhCQ+?pj#`h5vg%4__a%GdAQE>ii4$; zMeCtCrEzPOG(jVSw~8RD@dY`bB!m8t?(%;fAc%0w2_&IxUGj)jfw$(k6D|l0|2al{ zt+18IMxOv43{9=OE4dLQlgPhSSUY0zEF1;bR(`J0U!Q@>gkfgP=#5ueEYn0MNSjvV zSt?4q4}@;J-MvXPBoMvM&8F+{b3)tjMcj%D^DF?_Zy_VnHP%Kkb4FF9Moh03yQ8a3 zYcc@1DKv2TiMaQa=Yn92~6Kk z;1%!Qjr$|HB7C>hm&rZqlo>V)fYB~?K&9#MdN zF0i_BGxZ538qd^C7{H^EyK{)rbQ;^KXbtCKB#~u3dF5t-o&6f$$u1ty+-{!EN#XtP zjRBxtenMCMBj$fACeAk@rw70{4?{p|c1OCCP3O-7F+Fg7y^ZuI#mL9!keg-*4&~%s zX;vi%b9Vx%fO^WWZI_BXx^UE#!yH>7E;WGIk~c0ab)G?!6+*lTv8Ey$$19zDtOyCH zxd-#RUDQ;QF`ymRM$cF>%C@YnY9v-nSOB4K%gU(!OWM?K;#IdK1jXfxMz9XnaAFoK z%wmh0di)20Q)DDvMJwVCXTl;rNuu$lqtKWir-MOAp56%bnh;MT9burUKv+e1SU}L7 z@VnaRP`Is|2#Q6jTQgnSmyaqM;khci=~_XKadcx@=XN@P`e>lK5hzNA=r*?PGJw1L zfB=#&EhN6w90JsRM}?NsR_)_&lcqHMQRyr~T-Q<1%pTIrRKSe?!A{r$p@@YcryK=5 z=-RL(*Mz3hztQ*9a)z!T{5S7>QN`9hf@3}FlY=R*zYTZtPvp{ z4}VAxsV2JP+|iculT*ImVNx(4`+%7zRQ^C;Lr2|YX|WYup|pPM*9o+=Rhak;C7(|1 z$)ot=_B*b^+_i++R=ZV5K(ft80zg++AkKBDiy0!`x>5LaSK*OhqBklQYb_UWh8W=&{qv#>d@Gqw2sVl1zUX#{*uLKNvS%7QQyH{M!ds-cYOGGeR4jM6#>uep2$ngb@uJ zEJ^ED29*uR6E7BUmN86ZE)p>B5Ty8!J1zv}JzSj6ACIXqF_UjBdO*xKOw`etTZL|;P0 z@({m(@^tJolVo3V1%Ma|$$}EZoTf0ZC2RMU+D$oMD1qSQs?&)d@ zg@V^4;_>^IX5{kztT5lG#PiDq0C_!rHvSJ)g!;c!KGsBoEDR7vw*Rugss6Vpf}q9u zrxB5zVN`*xv0}^TfiAWGu|bwcv1yDaOHE2}ANYDlU~r@zoXWCggo_V79=hHL>n;xM z)}ydHPK-RKeE5+>!HY>u{C=!pmZt=)LQ1$Uk5iu~r~U0-98R(oJy$E;R!c(OFJ0|WP%}Z~QTecPm4$-UU*l+uA)%k1+SNCv$s#M3k}VgaB^%oLm?Oc4zWV};!0i;)w-9FI=q?Yd-q zxd|hH6^WW8b4xEx7MF1my0hZV)GCt{uXX1XXNHBb1i;#mBAd#5!D&=U{&#+*W_@`Z zZ(Alr{B)7NJ->+w%n|LOb|=ErB$S{Ang&I4MM^40x|{|71^8~L;-53GwZmZwLQypE zIPR;C@!}|!u=&79uU@#JNp_>) zgbdPTt5c8Zl$rq4N1g*qRL$Cr5N!)vhaMvWzBA0zuBkRKX*FfiW~JOZGsPIj*GUNz zOhegogLy?sV#;^(XO^UH4xTx-14wwnLqIf75dgQ)7_tBbaOb~w<2M&qz=B^g-S!^T zCp?GLC#e8+1b4g$s%7Ww!L#fE;gJ?Fly=31bn>@`By7+b!vNkUi0pd{dK6$}Rl`=r z=)kXaBE`eqs%<~DZfV6{dujG{JD)s-kVq7Aw_GE`1opczggRcDyj8PQVU=PbhQa6W zF<>prmhw+qqtV8D7BDG_gXeRSpk*U?r-F^rhGwkZ=f~KHyoeH4Q(s5REO@@`gU@bi zg~EoQBI`I_d8onhz=hx6UfGqJqr_`e!-|9pQ!H5{k%WIVONrBZ^=f~KHb4d2-Je5T zE)^(az#PH6lAnhUo(m1w10BlllSMOdku~%Wa=d{8XoX-KzQ7;Xnta*GWe#&gk&37OVNonXI6G8E1S`6{kCctB|$ zNd_PDuA8}m;lsTYqaH3BGW@>Zs2lQ@|jGpg9RV8i9$y8g|{==wgsfi$JH!)T_< z%{6`Ermp3qdVJe;_;(*V8MAj5tBvAqEn^qTW(=QZ{<@Dc)%Ud0?&8yTcksk$@CE#0 zmrC|OwC(>&8ygej|NlmmgM%&c7K{qetopMEWrXWFRy#2VjV9MfK_^)6_S;%AEv=zM z6L*PzjURPQ{d!kGG^;;m!&@SPoK2wgCFM^bq7(=7(bcZPyyhEZl5)rpf!5q6k%BUH z2oMosG(*<3o0S#Vzj5_>y+Sn;XHQ4^nFRlBuCly$R;^}6!tUjMx9NVU%Oe4x3wrfp zDCOLv8Y~^0q-QV?7?5#`X&&ZvtL0^=FqlBwMV2EOLZ3@2gQsHz6{PG@lt`flD#PGs zI%>+V-Zr6d+epMRkmb~z?T`PS1&xO#0-;@cZlA=33z#%qZp3`so>fu8uAfzd~7=8m>KI`puX7uN-kQftOkhS<%{*m5@nsoB@kZ2PdtfIQV?=f zCLYA9GoXxo`i~vcw`(Xpsazf$ZB>6!(O`bbypgn1q37JwL|>jSvF88~IM0n0raD>a zM#H()a_nL38B>0}n|e?trEqycdE6MgstRsnxLhH0LLLT1A2-Lt*G^Up!?koIpW$cF zA*5=D>GPUfEna1GJnF?7`~xkA#hwH5cFQDJ3=|cn1@S26z)Ro~!!A~ke{9JRSfgwm z<5{LI;u+aZxmZ}T@p1!1tvso~t{5KGr}LJ{X{8T5BD`D{=_p}A$X2N|fMNw!v}&hp z0VRdrQH%0A{=>|UE*pIxDGY*qA+tn0?N!x%@3PJ`YlG+S65b47Q^CPvs#UlpY4Bv#Hnzea1U10Awzp}F_KB2W4dsylR- z<&jvL;iqY{@xlAA($8AWO1Prr7dm^K_VRUBbPZg+MG3m0iS*XYzb*Qf7f0yC6lGp4 z1vD07-AZ}2eq#Z03tPx5mopi4-bC<29Q1NEdUUB>2Y~Ui>5S? zkg|3WSaMX^(F0v`R4;aHKY8TbF5jdjePzt_cYCT)u9Mjfx8-A6hR+|IcO4QR*3>y* zP`^y;>Fk-HKlNny$yHGrtI!hSS;6W9oaWZv0W< zPcIk_x>EL{97r})3r@pV+n+J5RR+kDl+0J1fDImkK+eaWF0#)P`NBIRC4qhYYm>5cakz09yo*p4z;aZ{hMuEj z2Pq=r|CM#}MNj4LK!-&bFb81FQwTU#xEDky7U+d@iD1zy&ZndVd5r8Bs}_o=yqMG8 zhp-MFf;lSw+naGyUK|39)%l0T-vLyfM@`W|>Yj%jju0H0d7i20AcPdLlQ@*O<$xJ+ zSw)cq3`tbqXliJ@PrrMvtVd}B?+DGQaNOF?jtzi~08XID0d=qE`w4)5%_8oCg{5>{ ztZU=p_Tu(>d(i7IYaD_4Lg=H7Z%3U_B^kKlvk&oy62?qhD6ru$0<^b5d3hQ1#2QXA znrk;BZkwU~d;B+_UPG};@#+~+KzDcs`!Wg8rHj>r$J}L{0Qj~O9My)#V(vDUE$8yV zz1Tbdo;YG4bXC{RDg?wvb(!7=?s|K)bKy@7Fa1vN{k4^i&#UJP7dq-?9*COnONVCV z1#2NrQzzgWEmez?`x<#$9o>?7crpkWS2$k*;07;5ZY6j2jZt9~-97c6{8HG>#q(W*>l3D{#V-bBQ{H_-@Wa_CrvP*iMgaFJa-KXid_J!QXK@d7u z0_z_G)IsAGwt<%FpV|DV>;=b4%QJF7%<5MfE<&D~G zD>Eljao5LU3R_X-@H6b+(4k9}pog)woVI|mLOas5F2VMd6H7HeNjXfic$*Mu%MFK5 zAH)nIRk+}dF90UNHkkTC2CZ|DPhQ+rKC? zwsrRwcXJC%Ko%Nj(`)~JbRM3Y2+-o=ebk3hP!LR|U;;i4Mn~&DnDMo91{>!GZ;oa& zhhsO@to$1{^h(ZGyq<%p7{lV<^2j_2m+}1K&1M-^ee`$Lr7uBA1Pg3)gj-y*SET-` zbtm66^VH23a=Vt!a6N6IWq?Q*mo-26JNlqr zcHOn-W}1cB;&9@qj}0{z{qO^g6|* z2|qkOcze29*PTF4idOHd8ca5vao$~lo1Ik^l2{mNKzsZ=P#P`u^t`tv)#Lx^NFiih zbOBVwAt<|XRa(Dw>qw!Fb}YOr$B67{Q94FOVn9*jkf;wZraXr~v@3doK>fcbD1`sP zY-jt;`X7S{FjJ~L^-obm^?xHN2tk}1{lX4a&DMj6e*9!XB)4elAUos#~#arRU-=$P+XfOw*K65M!WQZuxJrUK^+kbP!p;Y`2OECRtXgn~R!dj@+k{&Og6SeaBs2NUNk(X&;KNz1TkQ&DET*7&*S3 zC~!t^l)i3>iCSzc_Awcu@GPp&^kryq5()w@MTE+}a8!X7sGA!o=s_o9U_GHp$q&y0 zk&lKMAOPM(GAB3Fas=GA1tEh8l{vbxB8mQK!`!HZ`*-+%s}c+YCx>3m`<|g=XcGZ| zNDs;ZkEquxGiZ;NY_ELzb>c{(xMvjohDcIXzYxpzna3E_egUM=4KH6%YsKa;3||wc#TyiioFk!g zO#Pd->8(9R!o-z9u$5u|n=}BL?X9hW#N|RzMAf!FD=+uN7+18N}c{5~$J`NGV^gdMFO>pZteQi$`AFaQpyfJ+(J(Evy^f`YO6+{S=KU-Y z7l7-!zAX|~A|6E%9!l27l;NFouCFj3d5gsKRt7H@a|zD(0k*BEiBqYjenGct>t`_w z`t~huEK}g*_Q@Pf9N@tkMDFaIu>kbE^fGUIr}!YbaEsw zquR-xNW6ekA|^DgE{S%xgN!I>I+-!E{93#o(uWrkz|G;t5iOR1-5$xBU&Fe8v_O6QQK-LVkLEh{|sdSjEd%IH! z5~#FJH|V^=MegqIHoOpGaRXe#^7KsqEH#cF8-)GN8l)9F*Ajv57sM(gCFg*_(mX!d z%o>VBJWoxXF6@hh0|}AD62M1otR9c9a;G^zD*;qFDV)$T?;&((PV-GtcAXjCNQvkN0?qsuJF?FyC`TjHi=P+VQp} zZ3mgo_&_HN5}vvTu-5aK%8<+$cMS=dnyJ>;_?~66-LwqyZ%FLR|CD6k%%1J%8UNai zV`>T_H;YFVEM+m1P6={SN#*iE!6OSSUI)~y;fr;gh5xpQ+hvIk;g+|p$XvH9SRnjo zv8NV+IZgg``Ehc?`j0Uw&DoSIOnwXS1m< zf+~xgNG@+jVK;72sixt&WweEavFfbkAb1p}5E*}fLk2c{wt21(J79$BvKp|* z%|tb;G#caOMY@{US;+}(@Y$p;76jML9yn|}wN6Y;HYQ8-VZU{;U@i>&c-E9bR5;8G zqsBHoRwAxZN>=bE6oU!wE182_F$E@XG{WdEok0|6Us*6=CXFz?uum%KvG| ztp5)dh%{5-sYeKsSs=e0bhK#4{i?dnw8*$g{#W#It=!sKyT8`HZ4Bm^LnAUt%w5hv zKa&(fR6jxcC63y)sL@^SF_IeK28ECB%sWwnNCWqYbq>x_#+u&4ilL$BUo_xlVN|T^ zs94^s2i@~(FC`FCn*-I)#h`1s(eKgDt~TV{&h(2VMQVo-MEC4LWkhx$lYy&LamHmTIh-| zV0xd*yGw~(6-<@ObD%JnARQntE3x+%udlx#)XzO@I*`v`dEn`Mxe~M2N^As`=+`EK z_}1G`@55(P_Uk&I=1aj*cjS6G!KE;C&Dj{cd!}81W^H&ZVgeU9^Vqk39DVv{)So6B zq2Dy`t+;IT$n%;-i9PKV3u2$qIKKFl-6xRPCDgWI=^W&iX&$ZCxkH_Q3 zAMf-0Sl0e0a2Rimrfm?7=^ZeS4r04LkGl9hokNQDe!ZN6$k^t2W+`U6vQ<->u#P{ z3U$?oJ^m}k$7iU7h8?;)7CUkvR=J-pXb5>UvLOqmc8p(Z)maWKcmc$R)&VFKEbqK2 z1AFZHGT?fWsB01wDUep_@2f$&y%S~}B%!E^wV+*3_`}|G+iGq_eb5vQeSB06$shxH z;5u?2+05CJZtPYD*l$9y%vY`yLkflt6Dd%a2e6biBV;Qs$H^L}WzJmc-Ir`ZKS`!L zYeV_Unyp@=kV}PFQ2-tWwfLNO0X6vFb<&<2KYo=n56|LIKl7l!j6A{nDELH_;L`Je z1(rnZ@v~plKbbFJh1e|eGhl^@tIV0?1vPGh01Znw-eyu{AxQ3T#P~Z|2!lc4Uk+$O zwVc(+;wf+n_-_A{N6hpT}<35CTwX3xIXuQ&AAgizPcs!>>(a zEhxGcn3j~4lfM}Nw!5@wOlnjM>f|2tC7q%I&C8yFX-sn1*aC?CX2#OcDu_A`Wuho- zio*v^Ln1&}R&2hGPuajbX2)G18i(f_8^xy+mdlMhxDLtk*#VXJ#eC;M_j1x~d`}6&LC~wv;SZ5@UG5JOk*$917XQVh0Kl4jNw;b(VaCQw$ zcS`b^qc^RnEeW@`0@VFXK$4C|PHNS-;?O92lm+dX1z--MuIW!$A(LN7B~V8;GUVn4 zKA!T`YyPK+aorVIlEX@JJ$!lHvlLDZ2B-W36|5IBx$57i)`@suizI;%)|Lp6t+r zF@Gq|sT~V5$nyUp4In?U;UC8rFvov+Trbt7V}Fnk{|U>qFF+X5Q=MVwg*M4XkPG?~ zPfl+^o&{s$M>Ee>77AOwM?bVoM>MQXRJ%z-6taGOxy1#& z7@^UUnOt)TExOiq#V&UTwBVWQ1P%Dj3EC&i#uux80fxsFAVD-Ikh43>+gs+xpMrz^ zeu)hCRl%}lPV^4%ur8|V4@WChW7Rrms z=>pq*xvct0A^EJn#$ff~ta1nsOR*9so!A7=?O0zh&%E2gg|`=|kHCBmK#562^m1W}aduQb)d3`rTQcAjw+IlmTuzJCsMx=q_ODmccz z$clNLfhSYl`U5lFnfDPqgPw%l=RNNi2STyS9N6s7Sh*rFX+RJAm={k`L%QgiuE86> z1=U!fX=HxZ!3-1w_^9gXG%(3ouA)v`DuKWbuXLB*!!wKui-}s}MG+{iuRN_bpL9`? zjmd$QfCGsKhtc*KbNi=Zo?jl1u<_ZjneSd`))JGm-$hDTFpe+5Z=5sBpTLIl%$a?>Ru$}Bol$bDlKyWIqq3Jr0A$HpyheXV#55Y z&MGc|7y?|D783@Vb7-U($r{POU|~VbsevSfj9r(K$7?)JR2SsD=#-g6Rnc7&mulI~ z*(ixcIEMZC#Ov=WX!P;4`3E)#b42lGKa}K5!n~3Q2gL=Q=F3jP&pL8`nP#W_tq9Y~ z;D(#d3LgYO&&b`t#*)T$4mY~b$Xb!zFy~GcveMIu@)P4Ffxcm{t)Qfl;+Ke`aLJ0w zq{j+&(xS`qA704iv%mKu^T~r)^JXz+SN;+?29(D$W%s3$2EKR3LXqIf3 zb#P>A3wMI1X33MKb<+bBl^%`=6j6^blSsJr6$-ZixuXcT17aNRMs5w4WON&41G@Vq z3jy;n@&~TX<@q^s{foJ@jcnUt9K)_xk#dF&IhS7~o(NTOStvJ`+7UV1z%{h{&}6`w z@?p$h$OsO}AD8SZ4;1O9%5&dl8Q1<6J9{i~lZD60C-FBqwF0F)tRv|2pYEg-y@mVp zBb-nG0jesu`&RedzoSG^-|MMxDT+e-Hyy)y!#T{lo4eIaJiE?{M_Fo>K$Z%uQu+rA zEteXLx`PZLe|O|k{>}E@SM|sB@9nH_vnrxIvOlDnSlpv&gR5$9v1i-p-|X}jLjACB zaj$rb%V=3RqBQ)zkD>)nmV7VK0!$Y4feZ%Jx>fY=p9tfN-vf+n-KlBD+b8kw zWTw>wq5OM+o3M>i74(5oLD@L|tIQ09k^TSRRtNw4ZVO2fEwNsm$Yt3N-d@eD&(C#b zkIzIrO=INE;K`J?vmKs?#vx$_ zzWQKCA$TgFTi-o?7iuBoNX2)ckhVsE_2Mr&^p?P%{ z!B_yg;ztCCvaPRCdDl`B-mpJ_w<-?Eb=Ola;F}`4_+{=_ED2QR$*p&EL)8)1YA2VP zKyFmQv`8#DW6YLskvLJ>fX$=!6s9c@IYnj^XQ7qw;bb>B0v#q9jqx(w@wqxn5J3(l3>k0PQoF%c8I&B^bvqFoYxcUpP}EESHTTJ3yji;D z;M35Bvdof7KV{qUz0iBx@u@Fm<_hWfSUb*&_~*Uyl4riMqIwimPWHnV5lu1YW+uhd ztnm&^1!e#f{7g8$%0DE~!AQ2+w|WaKYNaRtW=M6ny4}H*JMNmK7oQl=^$|hhh9oG? z%V-Cl+AqRaBBQ-ma3%;q-ORN%D!02b;x>&@xu^=}w(}bC4BKpgcjdGSzUqb1B+XOK zfefz1*uvJLD(CYUDMc1@IZwW?cP0P19$%I65SzyO#Ruo3{17{Oxg1QR|3zvutfS%$ zyo4h0XdYBRBNy*uWb4pW*UD)$Nvc;jaqw5ok{itZ=3{~`!?ZTwKA}N|AsJ`UO+$E^ z1l!Ke7K{1tK|UERgNPxL>Zk}KmN)!p==@rjy)_EmZpLL0RB;axh?kC3LJa4#vfFM51O2wF0*R zSz{XGUp>&$p@AKMjs@!*(?-Cg>iOz$`q`h6znd2zlJI|CR5PZp2;xL{k^1l$!mEu) zGPL-LJi#o&swO%zKfRf{Gk`5tSp3{hjK+oO34`WA6&ZK~&Fxn&pXaaFtx9T6{`4!K za-0zaqz^c*FDA5Ou6E>TxATihiFTr} zArMO(1At=le`5DPUW5NPC&l(NNdljuf&5oTA{F4jkB}#npjKiHfDdm? zak0$;U0o&5tix-+#ZDw5k@O(>%tYmUbtv2~JwLs5mlIV|NXzayS$9C@=sKiCfW-X3 zRNCc2naE4!wcX1E8X4MmoO6K&9ud^3}8aT^X@C}%}0w1bS(x-l7I_N z_{@iUfowMWEVL%w!B^vcMNRY?0M^89F_P zaiqgHue{rOOf#9C5oIG3SZ=t-)}pT4--WAFj));ah(Rn)s6ja8Ld-RZi>s7H6VNNB-h4LLuS1}@q$KsOLUWDkP02HLF zEl^tN$t=gBOKZ;1LibB`84k>_>fu28@3NCNuPY7ztWj5vQD3_>gLksIG#`B(vm$z* z2RHtCi4zqD*092qDcJWejlq$UL?*Q-Jmn$dE>@Y(Y=Yaj*QI9tu{opUtiG9~Na}cV z#jLEsYztOy%9GGld8S>|wdg1SpJJ8B8)sE*p$ykpzA-&hKqzqvZxjBOmA6K}f_4OK z*N9$h&;ODHDKJ0Zol#E_Vq@u4v3;zo{$&FGL|2d3*@6o*ZYYJ0VxzXHQX)Wvm;ei#Cy+gDya(n&>gcC1F#e<&4NOx0qjHqP9+?dsq~<3Rlo?1dS^Qus|t1{cO=~(LSIZZzw-( zv70skn|4gGw-+&%QAfL#6aJ$`tDg#PW1C51ep}R1ND#%;R=@$pm>g@LI)|_2^UCM+E*i>uZp$G+G^4ip9kIT1$?2TA zC6gh*k9uVakhfy9Y%UYBny;l2l0f^YpE$qb5&v>A5XWew)rDluRr zjZd_{8kE6Sr%<=*A1&(`)1%_$@J?!Pze<6*nE%= zABn|wi@&o5sBTyMUfIz;*2| z3L_J1TIcW|`l_&h0t;3O))WX4|1M+^aCO10-cNNawq=eP@>!Q8`HI~#twAqbPPmau zN3G}m#VFpw)Mw{tI4euA-CcePl#0h$FL+?4BJswh}FJQ0BD>7iUr(w9GzXvyr>;GTev;?`#VLi;rJ1B!T$Cam|rCGQK32&M)n| z#E+&^*F_}8lYT8PEepQqQ+I*Yfz757%e3?g6=GC05AyZ{%;LD6n27X4&|vyM$>AT|CgBgA zTg~b}o14!oJtB8=15hUEvub_poqUIQ1Ne@Ar>QNBSm9C}BLz~Dl2Hclm;3Ya#=}k_ z#88y8&kk3+WFBDI+>l%ZV!ia@*BJiCq=e9$Ga5$-0Z8t?Kc&H7{>NP76R*EV%{T2m zxm|XPY$$2e5S7@|^!YwpJ}x)^K68Ho_(TXJMC}hxh%J5xkZ0Fj9%W$fr{j!rUj9B- z0;6!d%t(^myvL8Z#?VD&^P-}KX^;qqs-!;p0p4(b-tFjSiM?bfms0J040 zcMOh^2qQ1`tLHCJ1i-m0hY(l+O;eAN@$xX;BOX?N54uN0Xc-9th$E*q_C5S}P*a2T z<3b&tVWw9BLC!g|&%!|33-$H{yg$xK(egj{smP2=J9s22U$V&~g;`t?2KF(b2Q5Ye z?=w-p0KyV_?TiLKhxP-e9^v0^_I9tt5$P)5Jm-yx#W7w$Or~(|X z9wp+aJOl82yn{B~dqw?CGyFZThtUzFYBXnNlNPf`>9D%&ZA5Ed7c#N?(=0YvrRu+F zDE>dT-myE=Xlu8PZQHhOyJD+i+j?T#wr$(CQ?c!&!a7-NpSIt9PTSw^KQQk(+co;= z7sF&Vdf2O(Ve9(ff|j@-Ahzw!oT937;3_dsu3hd*BQwjPoy}OyQ9Ys>LxJP!g4oqp z20^t70YUBR!JQlJN&#W&NAwwBF{u^}cv6gNF)jJ=lbMbZ$Zw}c|8ZMxDv}ovYCnDA zH;LT}RRg!~lzb*8vA0@0b?|e&cdR9x`CXA2>^e0l{ySst8*NGk00(FcQ?TJ;b@%1& z`|H!oIB6yNw8CFKAe5Dsg^yPe;%RL-Me3Kn7|6yjH`e6^C>HN&IjnQ=l(XKSf*Cv;-uB2>VmvJ3-VJz+NR1qJA=i6z< z?Y%O~?({C=->t$Wpz$-$H!llTo@Xa72Go{rVf9eM7ANY_Fac2IedELZE+BH@CaE)U zF^U`>G%vkY#JHQE6hSC1ut(nTST45~8yEZsEse$n=G5zHEb6sbdBoS2S}0h+>5r8E zy?5a{lu=I+kA|&*6Ol$awh8zEx~13@_8Z&$s+an3(E|rBK(P+VhvkU&Le2H6VUA zY7%pN*?=}vkzI7EpomL&KmeOYLqG89Vm=FJH{lR{t*YGX!eIpxsd1K zsFETE{k~+L9r0Lw?qH2Rm}g)6Lo4K?DsKv=rWDlM8cpZWKn`cl@c;J*GqQr=_;DWm z;EC{@|JyIg%>KVD2-lkO_IR9dJ#%&Q%-mw63CUvM5(ukB_XC7k9y;b@ z>)SvReYc0h3hvkPB!B|`Cnl_fM=|N6A~E?&hIYIa>A|W_n25kAxP-ze818aX7A-th z?$xtka3?qAWz#bh$FvN+Ns2=qlkNq|jBGt1+E2IH9W}DG!(zHMcH>Gj5ekqQa&h$dd`t0O8>7E+o3S=%g0x@Lp;Rdg_|BP{dxcL_$oY(CL1m090~`B_x~;o&wAc;)_%zzC^<$!L>86PzdY_LktI;y^GC6Zz6{25=WDEcmMC zgleS4Qej4L%9=I|m3(*di`Lf8 z?~<)Kz<{#t+H>F6HzX7RUyxdMB&LVq%l_3>zW2-3)}AJx$0`)U5iHd*7=^k4(lP}T z$q9O`7U(TpQ_0q*(-(qMQbM?KTaL*xH71A=IFG)c@KgWWT;O`z9LUvk-*nhv&&1+& z*LPYPZ!LiTt=+{S)a&cqClE30mO}3z$dG~=U<%wV&SbmG&%F^#U^De~u&TjOF1mx#VA$~q9%TjLu3L-kO-;NVNRi>|cnOEY@`dPSb`h5N^GTV`l0*UP5-|5Q$E zK1!{vu-2`I!|`TrN5@XS%@){b%M@fSA~3~#-4O?q9eMBQC^zL52YKu7>vY*Hm5MIY%m;C|*RKpU+GE|=+C8~4~+;+b`a+ZLH}N2-_%r%d6bMv_zq ze}sC&u6&`qp(^|iN(XdyeOMS8?m)6{O$YpRIg8N=B#;VpFNQ4`YGkgu10B~wZE68$ z?`$=zlWSZbq}QrfOm54c&|F$mvlRQ}3{3Vy+^FFhHFLa>smdfa5118bKtkOe5~dsx zC1tdfB7~i{%W3W<081YcVZo#M!|fz3>U?2ghPT_k+DMnD4peF9S60l@nQw_X;%P3CR*dMI@oKC z4;N4s(Msae}c77zl~_DjIpFjOhb*0DN2Z?nAf>Oxv_nX}NXLQq*?pPyUU= zZ)pCvz0mY9Q7B5Dg}mgY46c$(ZL46oncghpO%?kVGYQ9bOXv)DR63_%aDN91ZxtK{6=Q zPebE>i{{m*8kZ!Hwm)b~BgL<1*rrtw-8che2V(cCp;8jbH`MFNBuVwgcgs#qWgk!@ z74_xjJP67@T=Fo4amD7dHtMD}q9lnG1C!!IEIK5Tk*3AN3*!wZu(eOl4zn9Z%8t7* z;}Q|w9)b^oM;zidn)DS}era@x*ykX>_Fo=f!vykz^h$kyI#(sev-<|S; z0mzx(jat>E6eCFo26hS%n_j~{N{bx*5r6;SNK{mjP(w;bcvPwy>Xw|N5Z_`&L2#7J z&)?lIk{}cV%)F}d`d8EB=J>Fvq2dqpep(=Zu|Y(rnG%)*J=Myq>0k9WmPs*VYon#3 zl>k7@3WnW7Y0&;cc_(#ri8Y|dG?+7MCiWVlBe5&AfrrWz9 zc`WB~%}VQ!>Pww8#Y#qAl{Ygpiv@``dWekD>KfyMcbiLPrMF~0cxqBKST~@B3a8^` zQ;<|x#iZferGa78-BDG?N#>~bSVlAHGm*giFJR9r9f#SD3=rD;0Q9EjFdsT6OhCve z_<%`mC&CQB@z0oSL&@a^r=;3oY)w(=VGo!4; z{5Tnp$?J7$G2ot#%Vo8iE~_?WRW|X##wX5}0;N5QU!5_(3gYD%72Nd$n&$3S0s$AV zGn*;+0cHoCye2oj6>9sX0EF6r_s6d9w&wP*EWH_ha6!Bxx1jE~59nCU1FlF4-_K)N z^D~b(McqIQN-j9WW9Ob9S$(}p(#?%!`|iJzxq6$dR?F2lyMM(iK%HUs6*HT$VVDpZ zTd4xX%hz>@&NYB^hF#zug({=y2czw5jN;IolIOpNhPxb_|H@ci@gwFhSqN9YXr6aN z)VW){Xwz>0+I)+kej~o1L>2t}Fi`&^l=%-;&7Kr+_ybjAZNzSI+-(~W=R*;JGLuH~ zU`hovZ=gZF&)eZW5yOLQ9&C!av==sy$@cZIl99_ct~LZ15sJ;hg*g*ma`XPw{ONo) z>UX~(u~3p*9!bu=?-b-pY9etv9wo&8faA`+?XQ8Hw)D#nm+yyJh{8TSs8>cjkaB_6exs>cyW zCKqjHJe9)Cvw`)zA{PB}>S;H}X;=xO*|<)EmaYz3w;zFaNt=|~9L`W?6>Cb5$&dIA zLtK40bX9Q<9p+q;EWA244}CX6>sp}&UovEc16y)O0G|K+P%#4WssHD+fiIJ(Su{MCM+SuZSEMc?$szAspTk3 zH{UgdBVB?$<;||@VBT$lZ8kyLDK{x27f_>rYAdEPH&bFYUD3(8E3h&BE15t=9re*D z$+KC5!U``sBwDFNZ3 z?-00w>KFuQQ7p*g9Y14%Z6#9pmI6~TB|wzNFzteB$Y`7aE8Jc0WLN(I^D7~iXhdOj zFuN(5b{;CDc|83_*D+}hAtg0?rFbm&L+u;$FwDIbxFL`9568$G4zjswYvz0vSq;VW zQOci%%9RQwf(xM~i4?Xssct%l08Ea|#CQtpp{P0v9qf=weQIwRju`ez{Win_$7Ni2 zp>v(8WDbLzm>D=LyF8cbrJ~UP6J>sAyjcVabtym#l}YUMZ*xi)Yv&9YZVmeec-rnu zQQb*->*QnAXVpE=-kbo=Smf|q*x_R21foiDHSSmCeoSXa0E~A;1!L7@;lbD&_SYu(^e-1H13Ex@eE+Y}1!X9GeKJ8(g3II6$#G&_ z?|NbL;DeTQM~!JH*bfWu%zHVJ&wNhC&@F0IoS{8jJ#3}ldtH~NAZ{Fk80ZRS9)a(D zDKbLvOsnPvW`d0Z5Jbw5@qk&y`{#@dBOoRff22ir0*f9v0-suK(SjGXEc4J&RVbiL zbra8X7GR-mMyxoe(D_;!x#*!Y2ido_DN}g7ie>Jc?%cV|0S`7d8yH%7 zB!tV6Hws~684^JP*Y`sQH?=xQ`ag&Abc#Ja@Qs&`;pgvsgJZrs%>d6}>wm!466w32 z4&x=YPoTw)P(ZC}I~ZKbOgS|#ljXlPmrhm?OorLueX)x692;!+B(RLgBouF-<4xH@TaB z0LzdiH$k(ZfA_jW?n|mTZ*fXB$Me2}gL!696yY0V!{{txn&A5n{}X zhht2M11cCVt$c2>)dax|z1z4>ulNim!S=T^SA0Y)e=kA4TDVNPm~mNsL%sf@iYbpl z7-n61={!{~ZY}R4CzZ!{Y}*B@4(2YjoFbdb*3?QSzMs`~nWcQEhLWs}^R*T}ISu>A z%WEZVvSBMh5p<${ebo)9B9`R4VaK3^ZzbF5f=Nl0TlpG& z{ONlv0joh0W~7`mOKO58R*ZcNCbwu6`_IcVa54DjWtmAo-xVJ5cj#(mBjm`Nvtyj8 z1n%lDuWZfctc5rGu5OFfF&coP*xlJ}fO}Gi6oS^Iait|7j4>X+=9EF<&$;G>We!1=5>w`T`Qo4k^zD+Y_5ss zR3am$3u!hCX<%dghxjjTzRZ9AJ7EkM15b~=g*SDG76uRA^G#%Cp>pIA1Lt*|H?{AxMTpP8DBY>fsueVFbKS>7 zh>JO|qsJ)O(%`p9)&jU%>$Sc7O0K4cp4JI0hn#jeI`Zh781TfbulVH9u?W>y!vo&W1s73SpqM zZ#DL4e?LF{V3jAH5>q5o`Pm}aRd~6c**BSTDV}ra#f^^QN&zIS#d_j!Q!z^yzEM>B zKc**~NsJ_m(Y_WDO6iDfMt{j|2K@Pp?35I}Pj{L1rn?2=btc3jW1Du6PQ=>Jn7&U^ zK39t`#+|TGNX^&GcQ=#@8Z3yOP+3`Drn{JD1fi@|;aM`|wo!$K5BFf0ixJT2C$#xdh16bcM+Mq}D4<*3D*lzZbq^he3QEE$>( zxJyNWxy;DI4pyzTZ*hH1-l6wU_}{Y2P05ki8gm;0{-xP({$^`N2XDT;>bMlhurzJR znz9tzSP35kNrLIa0?fw+rNhAA!jFPeOn+QyWdTQhLv^fjTPjmM)q?{#VN`ywRrPEG za*_Y4AL8m^h_21CLjH+HlYHY8;e8Wx>Hfaz1v#xD3j5EwOOi}S1N%w%{+ClZ8yg-l zDKvdIua%EznMIF7r_JV=%OTvKVxkj+pdrceamz~<)@Wgksl_IoCw7lD%Q?m=dU4Hv z@zwh7+2!Sk4#P-pIZSHb^#gv2f&CZ!4D{am({=A2f;U?GcO7%+edy&ms){HbADW8P z5#-@XpP-VSHj=Y@^Ji?$jHMix0|gjwF>cPV>@UBm$*vZ+^_67zm2=I42 z?$P^VpWyvx1vV($PZa@jGIAFaBo4G>2}H;%$t{g)R`9u4BYrisVAQiu{9N*e_1kMg zj;g|}Li(2oCC3-?nSepSRDIk5HW>nuL|EsaRE_wH z0d!_Y92*#`h44s7V&&x};m%NXAzyM;5Oxcrq6=skpxpjO25pm#&K@G@N6v(U@o1-0#yIChdKO?_*Z|{FwFQ~ zmW(!?jr~mZux0`WdhPmGUo4x3lIQ9-(2f%5$mr039Cc}LGgB0J^3ueh`4tOkR7atb z+@Q&YzMFB2HeeH==xN-<|S(I2ZqO#(yA;&K*2)d_{r60Ij`5-7rnUayi#eT0?5SJBya zbw9t{&!x<3IbGKJ6y{ca7aPP!088u10M+ib>ts_G`C$ zEc7bI#UQTd{>L#>zt_*d0I&*8Le=%JM26lXae{2_*Ix!XRiQ?^^O`rsJ5jB15XrWBIn{wagGrL2O*|i3x*> zSAgg$n;Y>sLOQu;Cm4@{^Pa?p(x)e&Ve6%u)E2diiY2Ib(N_p}vH z;pH>*D|5{Xm+8D%KO&KQ8Y7`iIY3-)dc3*S0k~GpUfq3_!XUrQ>RDE3 z0FtJXvMlO{*Q%Z<@1QP-T+JAJ#}-$FWU6e_|L|lK`lIpoz4e=cj3m*X1|XEdAwMvq39+dFru+V8&}$?K^G}N z$DYFX@sCkTq(9mFfQ$!9D>qcX!@%crxCe$~*Q-9od?$x|+dBb?E=DAMZD-}6t*HBP z;es%>1tqYF3`KtuHI@90(*@Ld5!$%_K@RSu+dfU{>avpY*a>|Y&y;Rxxy>mWoy}S| zQIbwN&j@#fC_6$p(Z9&ae8}2zQXL<_Q<4>dP3c_fINhBxu1NrEWN{&vq5tn-deM> zbcHw@RGWnEd+kbYJv6USZwrp_Lx^4d#XbtnxZ`bxBsyzb#M@Jqo@y)iTc`vWsdRnm z{kE_sH5HZB(_w@7tRH)HkcG$Pr5vRZvX)v~8+kmYL0LFoFNzNQ6Q=v4d6UECF7sY+ z$2ph1d(<8>p-J9>8@YKNeQtMKogcJ1P0z$Wv~2ZZ4K&_Y3x?=P5>auMJBK zqec&7!va^us%Kz(g53U1F!=&}giT>{gOm#MAq6}HCPemG3`17xPt+>56dW5Bc~`}? z!FWy<`dpM&Si=X%YlU|LX+F_|zfw=P_u9e=VHshrxqgI{PY&MOLU3$zqSIHH%?1b$ z53=D#cc^j3fEgNzG0dWMdHDICp>v{LuJm&^9FvpBMbTS%1=MET8zci7nV`Z*Gm5aR zTV#x6LA;vcyQ1#~+M5XF;>!Lo!C%DVmTn;1E@#a(UIAS(p9&b;%wrWqTk5pCJX~QX z=!US}n6@pU&oHZON^4<`2GGn>RB#wMdV!rIvi=SqrP|SWc5TT)M*9ylWj~=6L1n&o zC9OCLp>r57ki7^On-1t0jp^>HjjSaiHCVj640FFVt8kAa<+WIGSt~o@JE%afn0!H5 z;M*JkkDgaGI&c`K3aB-!?!sKXMO&Hu{G}w{`%87~?Ntd*V&8aa0{S^icQkq*H zsCw)ob&_)Ys5U-eqai+^qYBeu6IW-1sG{^|&GG)n#90dbRMNmND zUPGssw)fKK}R{=`Zg#jd7IB z`e2k<71rlEmzOe@xfS&%MC9P0?`21&qDlN=0rtUbk&}L8aCDxGNEBQ$OfD*Oekp^t zazZVzU5E9aOn$Os_`s3XZiStsf^D{QO?}@}jE&1J(-{E4-)QG-RT274wLZtRno>ge zhzzJ~gNvvh*m4HQiwRAgQ@dxY!bwu4X~|a)`Epd+nw+S%!7-3=%cx%p9xOhf!gpKC z=it2|JLlS~7NJpfoiu@Ke=8M85+~D0@XFAs6uZ@s3xPk^bf2;%po{LfAWN#!zeg?0 z6sT>`l>^Ye!F6u3-2b!TNnkByn>LTyv6torIOFBca?B44hWX(3ReFrT z8#&LMRlCw<%9RjhlZ-=^A)QS-1SKdR1P`0dF;8Oo6#fj+>Q5xg1i7o;^1^%9p8|ac z+T?Li$1DE+z?paJJav9!G8T4X`zvrYHwSyQ3nU@>z3dVMFJkqPGE1yFXhj}l750ba zPZ&}9XAp=)8OY|K2acx~+4@zHPlx^|ymev2)BpU=|MO-4GuG!~`i~J7l$nb&O^F7W z8jz#;v->H5Pzd(GkEj+wbO=A8@bOy4>*&cdKf&poVk5VSpyjFj}Q=OwgQW0P42(wph{s@ zz(X)%jel6?NZ&@=wt_GpT)jl|8mfM3*tyu!DfwCpNi^}0_npg*q1PdaFh>3zQGA@aGH_@Uz#9&u!IXBYkBW|2BLe}3vCQc)Jrwwhs_n4C;+Te@) z{V`MwSvakMIDaobd04yY-|uQ1B#g@%7N&Q>pwS1z>IYr?VO$gbcn;dKcj6HaBU;)i zcOns})1hXfQ(ZJ;L~(eSyMBUp+m zz>}Uz`6?Iya-)B+M>dtt0E9FubH`%jp8$+*a7Eqn53ckB&1chrbc{mD{s*alCr4_~ z_^^Ev<_aZm{eGV_OhGQB$Nfx&t4?Y8q)+SJbv#}~CQxLik4F80FMvw>q6>(>*@1u8 zNyPlD+$tnsnc-fy^=Sekv=)6m$2a~&ZJTdma5xgwJnm8)hz@!jpkfhoil+sd8Ik#_ z3MypiiX7mT)F$M4jif14Rk)qnY4{Z+F0^*Czge8fENN6 zFudJZkZlL*`Ds=eK!ok7hALbE6}8?8MO@VAok^BRTb#BpB$FZC&m4ivLQP7=nGM}F zrQ-3XlO?5Ti&U{(BWR5>*8C0l%u+|-NkcVTkCRKy%V-MmwY!@33(FAb#F6p^hSqx; zeGIYS-S(L(-wTvBW}^`HxxPdnuDCokEV}`c5{_5iEtdm)DXB!b>^V;?_&k(?#}J+`H?yPaYA=&bPI)yvRW^v*(ab=}* zjLcIGbAu!(KyqiXcGyHE-PQs`>=M3>z}s!DM)9_zpMY^G#<3v-#8{GH4h;MtK#!Opuw<7QQ^UgNiW;fnT8lGZMfSk8u`-AP57!TDPnNFRz1idUkl z`IK~9K+9*@jP)CWt$!w^H*YR%cbu;l1G{5Rm zmG&~CM_KRU@&c+;%%sL#;&42H^qA!0My*GAo|APh{IRZo{m`qgWUD^&6FY-Lz+g1# z76096LGihs$#`-s&-#9!{#&=7(y%?D9AZmh|OHjrw=0Wn%T}h`t^eZsBaNDnWXif zv^p?tfe6~e)WFChKos_GDax~kvrrQ0b;=AxyV-DG^~{Ev+I>mOcQs_o>|cz( zBy~4(FK2?X7Wt7bthrW|$T56j>8sp60C9fJIK?4p7~#G|k+@Lf9LyL6st@^$0+~=9 zgFL4Dg{L#84sQ;;#DWX(P=iiC_xlr2l#U*g-F?=_hD$_jBhRm~EdueUIYf&><3Ln8 zLw^B6db_kK%zvO^5jzS0m;0BQh=rHOs4_@F!R$B5d0eR)}sU7Pa3G)k6lgIU~#+AG(`dRpVXh!ue$& z?BqfQBo(qfkeGM6=td_HiYegzMtjd?oypEBNQ=HHCEU#o^OIGUE?AFB$&oM%uDe z4Fe*pzW|P`41K^Zl{?^YFz{DOn%od)K=Dqwc4Pw4Hc9(IeinC2HdR*p9J^wqx-hZ+ z6W#)_cw+c|W8-e_9Hq{6&oo;9FClrR)!&n-o)n8m(106l^e$kAiDQ&AJyRLa@a*si<#qb!W6t}m+ znWPOvD&x82W;r)g$+S^X8#eJYuD(UnS$O9DXl_?P-cY70QiBP-u@bYfmWoALWElV+ z(xHpGaf`&-qTdMVHO{WCEjxPD7~16(KxF1JAghmc3LqG2pM1+c+Gd5NQ0YX_Y$JM4 zSu3fI9?cNHDpqGs%1%h4gtC|>TaCWzydUlZ6<{M@V>l9rbd`tC{2~DQ1RYx8Si=~e zD@1GLR>^hMqd)(mBTZaSGx@_2R{*$bKRPJ;)y!C^O%u8RQTI}Bcy$y?sQvooB1grs z9Y(WNNQ`SV7N#c`B!4Wdu}wbqFQMwc?2)K%*NWfAc(wigh#INWl5 zAYvW+$DzDg(wI>-n*HIB7#&w1hQ`oZD<;rk999z<3x;LxJb+9L*eL}dNe0}RzqCl!$QRx63sWu(+ZoUA9BZ`O2H@8;Aga@=Z*w?zDm^@ zP^{`?5pH;oqepVdfy1UpTl}imiMhzmKKMbgfg0O;Jw}@OOI<7aJ!HPg`2|yFn2li zvM?+>adA0DBg=m`$4|onXiTg$u}bM#D|OC;ejhAK4Nz!wb^|!*^w_;;3_$gvb%Kiy zbO>?N<7~SE1@c#|^&9Nn3WBtdn$mG&wAmWod3cDanPGdcJcsR2il`#5YOX=9Ixsyd zbL_XR!=-fCwJHh(--W_Powb>1fJSpqP_tbEY*}e+kir6UO=jFBf_xU=og7eX4}uuTnSRy5ElI`G;(Ty zBmC>MKXig2iJlmXgpPRHA|1UUAluLknBg=~92@IqpkHWOSlLMnTARNAXKalIuc>Y2 zKrWP^3>{;|zwn3Xb(EfLHAydGAv!eI;=RHlMa+>XWr0ewCz6)CACRo*II-ciC#kgn znk7to7VwG&fwkp2(n=fYNrM-@XHqgKR+wH-Ll@qI&Mp{)9wmYi(2ln!$PUIf&B=s_ zs`bkeFNuBJaj=(GY(J2G>uTD;ABHlZWh!5UU3Y&3{k|W)vZlWw@!5oJ-HT3l+Uw*V zEK5VhahPjh4!k#n004`^UN0`TIPm>#_;(N=x)k87QuXYH5^ypJNz%D%E^oS-#9)7I}z3Bs;{JMPr$(Z>wiO@II)9AekTk&)Np%=`LH z*Z0{@UTm&>Z#(Ih{K7#IHgQtjJ3>`VX?kH<9Kp8>U#{V3QErf2F)r=vVbFe6)S>6U z?~n7pONM`KSbTToKhOue_UndrL+9ek0n8Z+^% z1|9p1No%N(pa4FePo|g0jr03^t+uu{n{MBymwV%-rN|rxc1t(q>zUxcPuQ`5snV)- z*({?f0io3EppL{fGo~iQ0NepIU!gPh0Ab{v!2)Qw$~zfL$h~CP?AXnIB343~B5+bu z`(Y1BRejjuAM>OJ(N4I=ynL-^5z@@LdN{-CCXv{Z2!Kp>HHwlkuhD1qSOs$quN8X{ zn>q9-`kmZk3pOztQPJ7#q1s*IDa?+oFWv3??qGVZ^UaFMp6VA&uVyH@m_>6obvz=6 z_;BSP>bZLh2(LG$3_pUL8N0=)P!#ZZd^~}Gl)x15>U>bJm>tS_8-dKZmzQsB`8Ha4 zx`m-SWdQmvCVzMa3Vj^Oe7TRLU|!dPN7sR(vOPMij9^?RWnj_Xd${*A_vvlNT=i?- zVcpl^=h7JdcuGO72|7bL_zES8U|HA%JE5%#1B$&`M+Pi7s+uA}anOVEXM!Os!%PFe zbFEPy`A{^S0xwX}dk}AN9zv^=xb^^bfJZyLE+Cx0p!x@N&VL27vIRK=J4s>-tZ0mD z;Oow{oy-=@r0dv`Nu9=}ko|#Wc<~r=9pB`(|GjEC zO5;wPfrMF9Qmqdo41yn{{}bcUp`j_XDo3kBLx&}nUHGMfMm`UU-G^Z>j%&1B6u3@C z2++FHgHVE9sx_)R134ulyVLVWwctMGa2RcXk7z)agDJJm<|f`|S;6-=t`Sfs#o&$< zEs~ciOmWV_=ea_NaFyhv@rsfZCm1X$+{cJxK*aCnbAhr?5lmab9P`D+ z9ioTE=+~jjV*F_Vwq;W_>>^#1TiLSJ1t=IkMR$@s!Ax=4Sl75uvR@12&Yo;HV_Hxj z$uA~uDri@&+oR`sz&C?3k>*$)aMW|Rr7lBBd{1mrNt|3$UZe$7$nOtAhtc56p z)%x>UzX|jUy+S!M3lQe`Tr^$Co2K-~UAt@2g6av(+6fTpC#>cF0YFmLAM%LIlvj9Zxg7gPN|at>{@mLG)36|)}xY`*x+6m*sAr8*%Gfo;zrN~y1o+I!R_{s7MXVgMJT-<*z5UrEt!6;LOKBSC}<>p(rsqCpbt19V4MZj}YE1ZRyky zBSK8HdW+I}lvQ^wS_Vh9`86)=D&Sv6DsxaBd?HPv<2tJsr@G8au5Bg-$QEcQNFkO0 zGhx66+jU@Im^G*QtaRcsk94AznvAZV!6BhBp4(;X(aNDX-rROaZO~7-^(bom-8$xk z5jI7@i-qywIB#HdA{|uDS{%qR7it;Vq_HG*C$t?m^p|g~ehilicYk{SQ{i_J%+$szO^|K|1)aE(W{2W2t2)v~Xye!zict{`s4K5EO zx@#^>@~MB}JjfRW+6^;x^g)y*uRb1M{jOxcD=-uP4dn0LY7RVa2EprSd=8)%2m01l zT4#R-3SQR=Nk50t0&X9nb(OOV@@1;Ylh!iJep`-*xxB%5I%()lZJo^;^qps2JJ%|S zHV87_&vnACM6gfZMX{?&@t4a2M6KyJ_T-$~XnF5D)G*byY+SYRu{_?dW;Q0iRy>|A zNkz+bsi+dfmSK~!|NeH9&EpG?=EBbjCCO1rqtj1! z=4iLYE%|yu*g8m_r}~Sr6%D_jT1N;0481gsK35xWWS*IGOO=0$-)4(`LU1;90iI)R ze&tY^Mfv-KHB^ud<5!Cmpe4z61Jg%rmBWoeC+EI49_7LsUf4#O!+T%kK+&CTav4D| zBvgv)xz_!Tr@Yd7?PG(7X(Lxiq{jB2Abl-|6Zgf zp9&6?k;JhRv3m@4MF2XuL7!1$kC@z z+NAduN>FYlmj4%7l(t`HLhGHYt1m}lMRBw>7xV`!6eq$EE-P!T{4>l7KgqI=AR4mQ zc1XWOmV;0eIUFK-bp2-gwsRWRk3w|k_24A1AqWQ&KgdRcoX!X&0rf5nb^tXnPidGN zlvELCX8zdr5mvC9^z?;AfvoNoEvF%0|W#V6Ey*Dr(te#*sn~1mg(A}rj7&DeTzIXGNipa3XumQ z(kH5my#TfWCbi#K=cV11>f&y*Tb&FSB`yE{z8RBN6~%^aR#BLjtm>%`5ykHGaBj^g zBR&=yt=)e%1|3z;K3ig5w}_cLqD?gxx5yuk0_tv)VGqjQ5+ENZ)*?osK|F%$n8=YR zsmCiPCa^&|cvRK%^C%2$#b}WX;fzCYz+@cQ-T*GNNO0j_0-g0g=>`+jA<(E>kig}su+v0P{{Hv~tLrZKz#bO2c* zJlXWBOv>>3QWly;rL+xs3tRp7bHp_uE6M1UidR4LQqXQZ9A+Z8IZF7JRPB^RBAUF* zx>m>OG`Z_~W{a)eb%e@2(R1qgEtM(T_%bvtmU1miNA-%W&n)Mw(=kD}ktJ+vI(nkSu3;uVysQbEJ1pXI;gZ!7lpS}mvp$!WV%THbhsKgG*>+v6!p z3<+}^#OdhZLdUIXgsy^Q?w^dpfMy{caRhgOHaqC*nsDTKPLlkaV1lVa4<~1gQgTe> z&m=lp1V^t!)^I}y%6#ui7uR0^c0MBYo;)T6bP9@k*4|aN$ORzR|DP%Rr(K<$P(C9~ zdmJnmyg=-;+gvJ4o}#c!ve5i8(vg`AIU!dxcsG();!HR@SN)r!I4p&wCcss152npg z!}T>m_t`vnnRdB*GW>F0d@xM9XXgd8Rm)vHtC&i6!?##Er&-aAU0EG~GIedtX4Qh^ zY^)~ZP46;xUQ?xh{4N=F(~80wDK{DgfngEO5~pl(krf8r0P45kVixJJ-S(|Z-jNmZ z$rw^WUW!Ix_E&_w=Y`P+D$sNT;Y~xdeKX2LFz^x|Rsn2nk~bb6K^I|C&(FCkbGo3p zQ2s1_li_;#`A`dEuWOwsJ$yvz&cOjsAO-Z>|xhl%LQw-gH~?8howp`VEHD-tT?-{aBc6{gmKhZgz(`QA%B6k)VlKF!%j(fQAS^iGpx*!eal;GRv0P!McPACGTw>qJ-&6g zQ#)Zyi=^5;nxi-fem9ZF0Q(T#b3ORz#Z1f1-CeGp${G^95mr0Po6!08l{HAK`CF#e z8{dpciQv5*Fwr0mVM*i=${q8!m{jTZzwZGma=?ix{O=lREMg3$ht|JMcGKQMlklfrko3*!8y7gwN#F$+ma_saR+nVz%i{lIKN-~mDlYDa;yA<(Qpnj#KNth1;bK9 z!!0A_XyD-Ml?tpu{Tjn;{}5Em$;P_H?`yMbc^`P^AVE%-=uP!(r=qNfvI}mSdAkAl z&-IuE+&wl`UoDyU)ko%%WjaCmA;5+OoU1zdITwNKOyW=7)HYyK2gRyu?JRJ0+goR* z;9TwE*j?OPGG#K!rnM?s><{L9QD?zl3c)e36+p6v7cT&qzDnDskI|I z4Ul|Z`1bM6veefbO|8G98E}$;^}GS~=S#E;&zh;R)>mx_b`OSc3%sJq9QM%n+v=r$ zbosn21}}teZ`bC(LN@J0JitBVYnmXqzL>lr0ViYi|lxF|)xon$#v_oc4In-yVx%=@$*HqSsawvLZJC(&`L&>6$)@duNF;|TQ zieslpo^4jUi&&G4IOZcsDaXpsY_@9#j89n0vx}G6WFtCxWR!rt%Z*}q^#km2LdN_5 zIb~e`T?ho_;QY_euYb@uEr)+W^Z$~z6dy{!d*Bdr#Z`#xk~ypt3nCvC$%KXKJ2-Ih zah0160ei&ZOV;Z)9x5ew!5uk&9OoRu$`;MUiVYO}c?7*4NYIs}reZ7>-+7EvP!dg* z@|2Qb2y!(RKRXgJTeW@p0MAFil4decrzG_Q$mYpIOt=e$Iqm>+;EbS;NvHOR@jXg5 zW*9XQYTe52r*E<|f2AQ%G^LiB#Gv~xPh1<1iX!$9u1o87c%sd8I)CB(l&u7n-rGTn zkqrXt`W8?hr%`aQML&1LyVb|WwM*ZqFzRutxyf-DPO@?rnU0<%qW;&_B{#cA!|V@o;Tp> zti5tupTddncb@VH&gAG>yYp)_M58h%e%LT57^L(Fo=Qr&Bf)myf~R}bq$r`=Ky&vO ziqMgh=23t>JyB8pN0l^#aDVd@6cl`SJ_uQiklRc*%Q*tH#Hi2yi=<_%3V>oDEut&J zo!=6J?qF2-jqmpKax~BDC3;HD;I5pbltfN9HJ~Uw-HVn_z8klPedtmR5a*Q62Qy3_ zQMg>bh5*=_5pXD%gghMR#5|3WgJRQ?NDdyc~&p(0<8V9NFi-PfuQ1)nj2IAgS{|d?5@L*4*|h#KQaYf zNPk%y6Q+TkI&>a&AFhlm&%EJl0zRTb=P$9(QB5k|xnA{&@$d-`)gL=oN^#uYJ0#Hd zKFV%@m^M<@(c{&{wbG_r)F39fD`g_Yo~dMir!qwfw>Kt6t9x3tNMGtg2x z-88g}^w~VQ5zx=~mdBb~t0z9aK$Z$5spe5qeeC+hDbWu=j2SU|vfl^R}pt?`gSw0aj2>8Hwq%Y3mHEru@0^!v2m(raT?`MM)DwQF?l5h3!u=D^~nrtx+G}Z|c#a`&E2Ps1iKfK~1 z_!G-EHU-h&2yzynoa<6(8N!SA9#AcrGWVneu?9Q%IpwHy;?mzk3hO4$JbXiT)qQYv z5|dqhdZt!aS+YrE0D43HU@weJ^`_BKhpdjLvJ?h2rKTGQSdxUjY)pGaCTcvugODxCWB{N zqP^;j7)Jr%Su)@L^5X&aW08(?Ha;aoETcL0Rm}+|%mlELF?G3)m)W=G4r0sG%<&f1j8X=W98 zpAA0YCTngn;hWYK78JI^k8&DdA+3J!`}{DxLh9OWS@s=b`4xa;#hA?%=~}TC1Zf z4f7dSAy}XxX16f_u`D&)<53SykmAlwqX#A+xFy)dLb%tS7xnimJ}>31@7Fps%ey|R zX~)myed;G2o2svzfMPb5`)5zXa0G)hXU<{A?1b<&@#qgQBIZ47DljlA2-AOQZlEm8 zO#f;X4M5J}kmEnH0m`QmPE1#Mk7hv>W3vUm!7|I+Wm69OK&LR* zPg94t4>mX?Z!nvgRazi^@9FR;-_Z@XeU6g};QPz?+37&z?h39||2ISK_cK}pqHmBMzA*ZYE*`yP8-AvMb{8^-b z8y^y{O)B7S*X3Wq-Zwh`gzWv!xH@{Nz)QCmTIZOhQk#!K$Y-WRPja^xUZ({YYKK{F z`+it>0B{N9jG2;Hz?Ao|*QJ&f3~7fjfEN=P7WiF+2BH)+2!(A1;Oa4qiq6;~@$iC(L_>;`d#&R(F8GrD$bstv0arunIYi0pI6GIkpk zOSB>lU(hfUX{~S@aJZ0SX7ly|XyOwKuDOwwyuJye;`_rfPi)ZHy;Y;O|4r=FndPQn5kX$J}FM7Oxnm;nkX0A-PyaFib~(nl8o|2qbGU^Arh-KOHr{7C_g*WcOs64B>o{IWgYzLk zk-gcJY3bQ{TEw}&$jl0%YKB|4c8NJDpb!(i+%F?`pT!Np6us*!{A_Xg?rpRxj1$V2 zEjbqDwA@%GIj!X=tShYLN>Ofm?5TScY=Z)+P-r;BE!GcyrlR zr85^qiaVTS&?fbg2}M*A4#-Gtu1FmGtu1N_lYfmyeoX&Ni#VSvGB76Ql!gBFUiBG@ zswHme{PEkDfh9=NnXJnONLG`XlHla&sYz|Qx+dI;3XHlZ|MMJpui_RAy4qn9NAEYX z4S5!NYpL(B0x3|Rw`t=0K!-exc)#?g@K-2P%X@uo~*T00Li)Bv}G-^E0f}x<~z*T6Gd|@?nM9 zQ7v}=Dyv8w%k9)m|BjLLlGGyab#fv&#NIY`m0~iAR(%~4dp(OMj|jz(75zK!R==g~ z9cJ3hMI#*k;Z({h=(mi3%2CY#jBgF}^*wN2@u=XS7Xbwq{_@luX#<1!Jgquhh(n*VO~3o6nRHHkgnDqOoQeqe#8}Mt61)?F6cbT` z7+<*~Gi0RpL0O@UfU?foRbR4pCR=v-)LVobPd}zau?ZL%cAzQRcvedck9BZ2$t6A8 zp&N~u>jh-^MVj3z*TGdkwHVK%GtNFb%u-qu4}h{p>BFLw*;W~c!Y)OCl-<^lH(+#z zyYVSrmy$Yf<9~RG`}RIO`$d#v2$gL?NTDJhp(Cw}dGfZ%m(=~KRX>6i3~DC|`gg_T zpP*hkuvPT17{u`$J(amXVMj}=^iR9|0gIcD?+N8-y>hi9WU>T`BAtu%huZ9pQ|(Ig z0$8b;!F09aEoP4IVX#);Ghcj`6(M#ix#@47o03NCHl;s{SiAM`+`OHq5URGKD$twp zs@q%ccqlpe7wsP4ukwDgl()^}_T{=8-=bQztjr#hQ*ky~d8^16{hUYdw77g#5*{!r zIArcHUvVDP<-w|5oE*Uka&&L{)8gCi0v0)7!07ZHG<%q@u#r3aw{we?^;WNa&eUZ{ zZx;;r*~EKls)wjl>i|_-Ie$!7^y*KJry{m#sj6gaW1Rt=Zs1ojVF5TCf9CA8R%ud+ z8eK!cAu-G-T1VD~2I~h6u=YhK{y)-><$n)Y5;2JoIJy6i*@vC^e+3h0>N)6e!uj?0 zi}=_Wm`at9u|UB*fo?+B3MIZ6>1;tV-ZvFh?r9jC{gYh1coIYCY6WnYUW!*M$ghe9o+71&SS33!jzOm(js!nJ2_uhlJ2U?}jsqfB}t`<@;K5rYJpm z)kY)7NwOeym>ud)Le8zA!J#gppWt0WJpW!R65Esp7{D5f9jx0uJZ%3ol?!z;h~K@) z*#8YN2B~1nfSx}%c)mJ1`gyb23;>s?+@;e6C7dmT_3%6sm)L+WZSlQ^B4~?Xpj-+6 zJ|XPDwbhm1`0mUMsE7&J1e=nmKW$#-Ob+FBDqgRT`+atOG(Ggye6xKykNTHcAm6n( zy}^h@51@On@@no;d^mZ0W$n+?d4(#>_~GUJV)WPeWi(gwWirdJ>TB_(=(cgo69K)> z`s@#Fouuz2%<3*`YZ4^$O_v?|KkPipz1WsD2x++&@1>k!(n0KaJdk;aHZG^+$Ochs zpbGScVKMf^&@Rdh##n8lZLGgdj1J`{&DYBS7ocmJYb({s6>)4aV4J3Sp1M7-nIfL; z4r?EdDOH>)Qeh>`tk@Yhh0cQA8>DqcXRy=5Ux#$##k3u=ZE#Aijd?HJE~sd6IA5Wh z)spWV7n9Y>qfCUxn~+y!D%n!UdQ5Vb31FeA|Lm+$;J5T>EqjH#$8Qe+*cQJc50PkrXTIashh_J0`k0U7Zfo zG+*4pQBuIUn6;)|RW-nub6X50dyU%QxAodK=i|n)Llv>)S@=%b#|8Ol>3~2Uq>Dxo^O|S!Oo6p#4(}N^|KTD=j`+z zQpbLf-CiaEFy7?4tlfUj%6MU)HPlRyh4rwu>Xppt_h4lMq4gYO;{^E@3?L5t)O$H9 zP2Ta-A}*EYX+XP}c(;A zL|gs;7Kv0uU~mxD|IPmo2`Kji)-ic&2FQ_xN{B9*Ww68 zJQMyFe<~d(vUH5?M&mWw30pEwB}URbT5IGnU97}pqP-A1?eB>}eTZ?Ji-$$yE5L1W z3^Ek7*P`k%(D?YE0I(ieswBtV|3 zp&7r(@trWaJTi`pX0h*)a^R=`r9>rih75Vcf@BMMYqytT(P&WXa)BA04s}*(Xg8wY zdg?qF%%%PP`k{W$OYaXpQyed>5Q65_3%x8HMXd-KaT?aP1kmWypN){ridB$^7Y+rL zSlK%)NSH!CpM^r0Z9yIvC<`~Oj6J5N$_jkLTiTw|ZVN-Ly-GANM?=er!~fc;Cau5< zQv@U-3)0IBZnrk2@{d>iG~|5o77Jl{y4o%u&=Gkhc$=|ycO&+|a1f(QsUGbn6WjG* zEwMzqF{ABX1FqsNq98we_r?6BL6gQ-qLU-U*Z{5b!6!`Fc<_UuE0xcScunfKD|L~P zO`WxT6sAt}+f5kkxS(epC(Pt27^jwTJNB+6+p)nhAq=;k2JX)9&Y1)e zM!PRuwH)bBY>fNJ@~Th73!1y|l7*GwQ1T2 z%EFMZroilR1C3<3Kjdb4*Mv>tZXq_B$l+h|I9ks)Ue5_jm7DIv>HQ&Rn!yxfj@Rl- z`W`A<0o^)3n!TZA(0L$rAuO*QgMACW-o7vDL(#G>q<3+8$3O|yuWanG`;&^Fd9>=$ z-*h>0JJ|@!1~w?6jV~PpWfZFh5OfgU)^L@Sb4uR!hT;lc)CEMu8n{}*u%HUMPprya zQI#5+#$DRuS!SJEJ02t8koJrs>)S&!E%8iEfM*KseowI9;GefsDy5E)(T){)8%Zg2u<^=xsSsA=mvm3=6t>^E5;W}}aR&^wy z4V49^2qWR<#}~rBPB=}!O(Na{bE|0m11eA&v-4jO$d+`D0sO!1hL``jUw`uYMJxm5 zAdJJjWx&ITN0;n{yNx1){Vbyc(yX#02>xX|Jbr)d+#Bh{Es+axz6H6fvx9e(`(i7$C>I3F;#qx(ss-OQvB!#8?c_RhYjIHYKO1d zXq9y4%Fttz#<#4?2H-qatm|m113ZGZNsF+%Bkn1IF3!Xo9x^FfO!>VZ;5`|ERO>?7 z_+IU_qsQsnLk`y5VRhtYS_#|iOt5)tc|il~JevW^HVZgN*)QR5*(9DsiB^Vi{fV}t z62h-oA;Tf~L5}HFo_g2Bzj5GuRoh|pCzqKaaXjV9pi93IPgII3G!RpJdM$RURhr+b zYLDW?^HlW=s&-H|3hk#~{5y!&b1iT53suBhr{OP=Mj*EUz3+Fz4!LoO=#AJXV&|j!XlgMemhv&lq9~jRKWt%CTXEoGI1?% zGg;c~%S04f$nYeuwuj~jEjtZ2IJk6hY+X8!*T*t7QIN=fZEF1mfQO-cJvrlxJ>8sx zz2D|oHG(V{8Hgg7Q2TS&3>8_~yGQhQdXWH-Fi@-|MQfh>^v$6v^n8yii3)wAi~gOs zK$pREDAF~Ji{t)=$tK#;NYORoR!^4Hm!CnSP2lxi3U9#-r~}?PfsO zr2F!V8trx6Yusn<=GSAJ)=Ev|Z(7>JCI7~O5H>2=#vE~@n;!_h4)fGM-4w>(*F;SC z(MiL}|TEz^R^|}IEFSh)PNkOaIxPe<~kCD$AS%gm{~5g3VU8rt=tC0nWj50wjxp>8+2kY6b!|#H9%eT; zi_l9}o%C}D_c0c7@)n8UgSn`oJlQCP@lL%m_=+X zY8j1mS)PX-T|BE0$u>BX)nVjp)y^;A5XR+sD{Bo#IQxvZ7h6l5PEkcj68r^>ySQnV zkTEs|`#%I_eux+=QwdlSE6hzAA>4vR+;C7yW0wDnedi8MHv@l=Aiq$gt7T4lZxXs27ZS-T#lAFG_lirG2mVwhP1P4mkEUZIL=KSf2p{+9~{vtB$up3h=^Kk;}!La6U^*OREi~g<}L`;I=%y2^e@I4b0Le#`nAI_|5J84i|Fe>41YUAmc zZ42FO&fW+prR1;>kJ6?fZh4DxGuPYmY~e4&b&ZDos>aB-LhKqHcV~*(QAM&5A}#ep z$OBCU@*cTzwpqhuk_rHTojoC;x>)`IMdCvc$ndj|%OT3*g(NuVfjSGeknB(;*S{g= zo0u?$2S>VZw%#1~n_m>@Vm~k$*-CUba16A}?3^8)9PAVv4aN5GBODugk7?EO)Fk{| zUc#c2phP~i_8Ah@>w${ohaywgY^~SN#$8VMA`%*SdoIq`!(50&bc!Y+dW*^?*{DcpCEFaLgR*n7CllY%1O6))h)pdE4cnx9Wq^4GekGHL;?~4&`$>=q{hIdRk`N512B+$ zs>b%=z!5vOl5I$jw_LScv{c)7_*iqp*0E7@#o18(<&B-pYR~;WSsU$JvZ~`9_Hc|$ zHW%vsj@m-wpi8piFr|Pkhi^@eriKs>4u%zAbmqE za`Z%}YFbL9p&8bh38P`sIoD0%x7CgY7QqCq5D zI_w67;Ydk-)4>QfYxQPWYE|RAbSm44iq3i%x3pEhehn=TX{sf8EkFV@%@%3ffLYqc zb1lGLmF5S|WJn(JYTZnT*gykRK4wDMRR()>4&_~ik(}Pu{8B6CJZ-rQdvWXvVw4If z)BS8p+ISrHH$xG8*7*F~N?84lC)SQ1V($v{PQh|PVv9L&$_bVTAI$Tw=|)3{y4=B7 zB?p+mzAEZv@0Tq!a@NhKh)ShEdJA|}Eqs8D4h>4hGv&}$)j%I8HUO7Ip7Vl2ev`tf1y|1OnE z)FebvVS?c8$9EgHO*q;6z6kj3V|*bOf5<936&&p&|5fae_BeX9J+jKk-Tw37p|VGu zXJeKtDl6v)m?_6cpZOZbsA_`Kf$cC624Yqb|JAXfMn6!c=lT}Oj zH)AZsA9s5oL3jfOC{IPNYB+O(pu`34g?qrUh$S--K?sHAp(9uw57ph$()UaYd%EAO zdyQsj455aJR(85%aaySnSiaoqc6`l}G{`IgCVrC|saFq5t1747q7ubzu}oyZt>tvE zZqZy90#D%Ci4rC)sVTyyFpMSPiQT;F?|n*uoFj5nS?GpI7+jgP~FJix$zJ75Wsu?*psraC)CiI(Fvgam&Pzpa+42N=oKKtu{b*X1%QfSh3f z1jYi8pRghLOcNF}{d6=vnP|vx;0OkE^Kj%yJ(63_jo5$f8kB6HQ>c@D*7Q>+W}bR) z=Su-{xO0w!Ai+>RaAHN_qvu0zcZ>;qeMwBzG}cIvUBSCLi@3vES|a=OpbmW z;k;DF6)`MRdm2rspp8cCC{`Q2Lrnw#GVxCB_L+a*sh~;0-DFi737<+n)gyi1aQhXn zh65N6F_#!X84uHKlp9xQ_4}`OgN$p1)o>K6Xj|thWPKJuy>dwb+^Q)%;Q-Sf-i0|({-5f*|EWC$x z9t!=^9uyx)3NRW77x#bC3_!V$%QEhLKz&*+&ci+1?6^<<^&R_TY$B%>Kf8S4fDMDh< z8JRA|)gU@{;7OC&BgI?Ca)Ojf%nmW)cb(l}iGkQcaGC*}nc+rnu^+4=~dU z&t|CTy;y%9-NS_IVly1q;Ucx73-$%vzr(`AX!>FfC})ASe=PeEVUsqZEz}3aV*+AM zbKA7hnb8xNrAa1(GNgyhE=GC`#1xrcUR;tWW~krV^rAcqoAl{5_)4N@*a|p7duIo7 zD!XULT0U4@=4+sfQc!UO#zDrc0LEihN?6E=SWW;Xz1_6%K3i*r$>OHIy=22t>OXWW z+kyyY`8%rW>vGFkaq2HV^%n^9t197iKUsFEYTXVs&vovmXCGioczEy%cbt2N3fOs93`1l$Y<46&*5iX&mviTa8IQV?l(?!PIw6PNwLy29Z4birxkWs^jyqz7t`b* zTyqywuDV-z+09iQz##*=sZFe|9XGqHOGo^VvA%?~C6BbjAHL#J$p~3v1sN`HH1{)A zUi6m*4yw!cCLoZODGD&Yn{(^>Y*g8ikXQyn>^ohCNn+;aN?igHH)A%AN{ET{&`bek znm8d(UV}Bt&vKMqSZfHiz?310XVsH(;LqYsBgVG7Hj*HIKs2$3F+%R>0yqX!3Yl;> zyzc9;*HLtW;$VE}k=I2AIf^5Ws%46l0c)~S9(uj9?4cSAX8pplV$u+ga6NljYv#0X z99Oa~WGFwP4DOX{R{~9SQ$H(eyIKEZ8#L+<*an9bCXdfN`4n6(qLFuS_8AoHH1-Bh zWJPt2p}m1SU<=oKKcOs|9jn;O0f!#piuyIYYKB?vPZomVRYnDe48>?I*dfw7S3meu zYsFT~NE{#=H$uRrHEaf!cL$@&E#X{de2X-GV?G8iqNIXCKA7EkUs;JUPi`aFOt6;>C`HB=WM6%)0`;YD(Pq(mk7zK+`@m zHn>Nf{=JMAyJY4O7T_AntkPT-QvO#Az|i}r)yn_p>HDjA;McOCvIB^U)g4LuXma`E zBcV%`zBG)P_x8$Xq7|oIb9>aylrN`Ff_t}l#aPv5U*FCNVS%~Fn9J1EVe;eCUV#kh zPq?W|KQlm;K}-qYL3Qsiu=6CS{|EFk(v2S|bnL2!Xd*vL2SuvraQoTmNLWuA*BJSI zA)5~;KeF$<`hLW+8L@t{{^kd0SMBloKYbO*zkK+A8(cZ-1~b zEtv)u*}mx&ql_XRnNE>1Vzh4ub6dXnV;ID zy{{o{K5 z;-eO z8mxxFx4_GP|I!C+imaoW2>01&7cV?0<2<*j&BrCq`9_e+XITyeYk=O4vyR!0!{e?H z3=-C6*k)_UoVZjgy}oWob{LA!#lMSh%n_E5V)od6+ zs#T~AFVuEFM-41irSw=bkAO{5$dDgVs9bSkOz&f(7apk*ih&jwPoa!xzSxmicA&8I1GR79X0tz;_|=-LUIrKSO6>-mJcJ&jq2 zwH;r57`D@Spyyp`aXt7APXxg)Tx0=`TlhNz<=S{4;( zOeO%2IjKO1SO#*nt;93y|iPN=JDpHsfpXV1_RT%IhBmkG#TYs2oY1&ZEhkLB;77kvy`i@XtSXx<+_O zOj?AMP<7}{DyhTso`0KO%r4}u3HmuzYwZEZs}tRR)hBav*&gB}P%=&F=i0;t&mfZY7D-FEYYxz1M@Z0y&8vEZL&TFaV>ZzWUqy3}H zm$-s~Y^PO}%zV1GUs{VnvSu=znpnRFEK3@>975kQ)jZX*`EQZwLc2#BfoD)}BK9}cVcQUmFXTp&coIgHSx12_lF9=1iu zuv|!o5>joK%idHf;fUk?)vx&>{NLgS`m`h>|Ax$*Kw>=WFz3++-5B=$q~i!F?xH?( zUJLCQ=2I{$aRFfu^d>gLWWu^XQ_2%RwtFLGAam49vC-n|q}bYhP$ak?422XRpf^J# z3YD~S;3no3D*+od2^8AcY~Ke2Cyy);5_|sY9tPixC?z(&1Y;pqi~h|EL~5`^fV|c7 zuvr5Zf=)Bt5QO5 z;%X3ZaY!DfCQ4=K0#%d|7efVryeQEPuZQO12CTt#-?qWklNv)5xGtS44C>xcRyc8g zU(C|<8E5#>vArZhTp89lsaKmxehiBMx!|C}g&Dm@2#J;k2Z)IXd2nK|!Q;+F{H&)8 z2&-Y8EI^dI;u9UyRkjz$2Jf4wOJtyQA$4LQ&L1$oF`Uv@aC#0%gYFY|hS7+|a4j(2h4 zU%gaF#`qVJVOQ@JXtllQ3z2yZal;;dZR^X7-_k7a#k zu}$K@tOJN5mW^x*xQ!P#iShi64qaOEtH>wmGLKf4$G4ul>&<2N86be`cg8+HzMSm7 zHG8(pA;=-f&IpL}TUUw$r9V9 z%4-LCxVUe-aZ^#>HVoEzkVvbcDnh2yQsNgV{qy9ymG^R5%in{wg?L@=LtT3q0Alr* z9TJU6#&tN5TuUQu$EmZ%UTyY!SD#a~Sui6%R$^A^@e=Sy;p6q_%U2-tnq$^8t|oJH z@U6#-GgFb37dIDSyL|ZN*4=V%em;CJH$OLLfTb@(@LGXl*$Hsxe;U?bCK#IigsDYk zLNUGXW>HONQr{+hWJs+V#O+g!^9^OlxRx%>MBa$~T!Mgi_f(32=Q{3G1^TI4qkiwB zdXm=gI|-1ZL(@z~*G_h7qXsdatd?rDC1yrerk2`SQc^y6T@7o*`)97dO^k6#b=1t&|INxmePPdzZRXf;~~ z9m~QqyL8D7Y;JCuG(gmeBU}?Y4CdtMazG#&z8Wyp*6ISgTVRRqpU_j{D50O^Q_wRq zn)M{#?m5L_7G~1qEu|m@{Ria;+6)&nF~{-m)2qEbyhwZf{5a+H9q=hcNTrO<@6MX> zofs@PPz`*{=bE1PMkA(cQSkf&t~<=J_QP{4)^kJwBE`M_?hFIj?OeNa5>^;`J=FEw z*+~E+v%zgAc=XQBWP_mh{uEw?^(&zc_gsMm{Ik`ALKDS`BDFG7-9@JLkN@c)M*nuR~8M1crL)9YKxyO)o7Y(XAjUAvl_$vsj(O7JVzuP7M!&^avkj-_)>t0ZsrLly#OYcPi&^jdhl0!N~|QE%UAL-FR^Q*z5L8AV&Wc$Lf_6F@CW9l@{$F zynuoHba`;PdT_u3rxb)b$E9tDL=FZ?EWu341%st+b{31-blkmqi($ zgN;~Ui*qWD1=5n@q3VX0_X09H}jjmU3wVE!egl%jZ(>UUND@9(J;(I$T_utkz!Kpwl|g;%=z$Y135 zL+zmyp9pO|{Q&HT`&m+(I~vEs>b7$pm$3re zNP=G>wmQr21C>%Dc!MShd;)W1eOBlxT6I$#l0P*ALy$@xeQ_wb_$;vzNj`#J+%KOG zeGK}2jjAvIFz$-vU1dI_W!(Z^hBEX!(nT3ogzm)IH^^P4q5%#y_YZ3bs;5u)CNlGT zppy5x+=>D*OtAQhQlp@OLBGP8sfQY`UEyjcaau|d{dgzV}ir_ok z_vA@Pw}O4dw*c<$y==fQ<}#=?(YgH#2~A7=6=NMaRwvGo>imt7!{bmBm%82ZZ+)*X zTv=;?Lp;;^B=_XzrL7O`=Jmy=iU(By;x&QK`-F>0A+lF%MV5m4=79!=Ns)}rO0{bW zV0wtHOo?8v|0h96D9an6iL+J2|24du_E!uT0_2;9^bcu;jg>8}7YUdaFs{%igtqxi zdxe4l=dqPjEHPWFQbx=EDw5u=l)W!Tk8y(Ie(pck3*$|0MIyFOwMcn96WYM~kk=e>9Ph`+pglx`xSFm0Ef zZsVt@8@oGV^Aa;1A2hGie&b0~zClq+`ziGNKvfXI1VW*8a}&(uHbu;p2EDr&W=`~5 z^zJOovi%6-&7l|a^<~LIG!(I{D`rH_ zLDb{lHiYG3r_U<4)?2K*`8($xX&sW*W9Iu;XswVD}t33@2|fuWU@lMXTUpILf}xjc!#>HwJ$Zr`K*3 z-S%#sYR=LA=i+|@J1|oca_qMk@cZ-c-s@=McblX0oYwPKIUN?za}Z+EN)k<8Vx4cj z9t~758HKJXL+bJMe2h4W)nv4qf`TPdl|*+~m_(GfPnU7e>~;TMjZ4St?|Z}{EoKR6JQl_R z=3QyiMBZ}s^0u%GjvU)Ht5_h~46q$C*^K_jKPPX0Rv5S+!@4Zb4kINOFjWvP6U7br zG8t1)@O@!W4BU7=)J~i*P%;Oa0YaRTXu8~mTt~sGu(wrbraE|TktVK~$@3-(o#^9G zafO&hFcCtOOz;C*+O*N5s(o_{10O39oo$&Daij9nGvt{1f?d;Wg=AsT2J{-p#RACn zgkn|}O+7k~ zJ*SB1(M8X_km4*v;M8T41yi+ht=CdMihf5>JK>;x z4pE*`=))}ct6w)E1XjrWg(A3;t_M9z8chOq^^1?uL)I`wBvMH;`2rbaDghC1_eY%k zrqK~sl^7$Ucqb>TJO~cvl3XRMZUfG24(vsK#_F%~!Gy0dDa*hl03|i_>Z@DDqE%9q zzGhuaLRI#8@Pu{GX05S(3ij^b{n+hD-9xH}bt{hL<5FpVrIc0W2HV7$gHs-T*PIeG zN|P(OF{$*rVyZ)>$iEl92)76Oj_v+Xt-`!s`a9?#of&L9_NB+|Rf4B3lA_RF>A&20 zPfKjK3vK&P#88EHx>UxFE<>J%UkH!gn1 z4_zziO*Gn!^|Eu_moCq$a;7Q<3@+XLNH*5VY{=_In~AgX1`O2<^8fv9MLe3tLoIui zbD5KQxh?ZFzn@lo(nh;T0Sz5BMQ>rXoxUoOEt(OLlLV_(?!B$E>3HXQJZhCc{MB@7 zZY77MnENhymit>%`%*qxnzQU^SIXf$cX9yQBbFA-79~lhkDiq|i8!>-m@=3b$3eqCd~ztWCw5?GJ-0|#)+HA@0}5&g5$f!MXr zDEXA%=P<<7N1*kw`t~eU;bSq9DKg2|vFTz>WnsrDP_@_7< zm{%uE5!j9SdS=mTlhwhMz7$I`Y8nUB&27mQo?IaHY|~WrXhS2cJKs{EhI;`I<*ZuA zpZWR$YT=E%fQr9M0Hkfw?IVh*9Zx$C}&jj~M#nyCe0`xSo&c7N=(gwdEpW1E_N zXWBIxMH~R_b@s;U;zFr~fgtM=8_MbeiRS5RE_K&y3htMoW4XV{V}xR1N~uItdeCg3 zIv&p?vMc#0rA+Nk+%k#n~PQ+ETLvnnq2v;AR*=UjgIOl=Q&{TJj7fIFa8#|P&^=!4|dG__6{9^ zh6{{09K-9zP%I1R4b-ge>U$c~;NxLRfvILAxuqw9jRJVGp#2UxBrDyYno7IuPMbm&|dEymNA8NB~{RN>z?=h$2Kdupx({bs>bBo z{p^?Z)Ftr_;-6!JPino)LFp-gO{e03$uthh+er8Lc{xfZNBTRRyCh(c$l^7fwZZJ{ ziBNzySJdJj=DOdYyj&0ZzvrLhe;L5x=4Ac%{8y>}XG7ttJJ3}|BDzOx!6a|pG zDG9-i$3ZTIMSC3VRM@&V@v~AkkLy@DEF_T9FVx@^{)vJVD`L_%M3P=VVmxYl#wInQ)k`f~ zRjA8=uHh47MFiize^0GoW&6sqstHIo;FtC4w6tz*B>AN&y71>QsXnc{n~iC0(DQfw z?*~U+LD_ zlahIoXgAP>VH`%nk#4V5k+Ylp!Zw~@sE+XzC%v^8RKL)MmEOP(Pd-nsqZVzwnNOOb zz)1_^Ng$kHBeuC8Y~$)Yfp+%U3iP73BCVu!qZIh_gn_k<3%7@ zPtrFAc+LG3T&%WzRD;qdcpm`O1zK_s$j4GWK|IZfGTO217q?su)jWBEZ;L@Bg&ln| zFGor-A@uEd6aW3y%-J_V98-fbsjPga)U&=u+w9u#r|%x_?C7ZTK3s@kHc^xC=Izs> zlY-xoiDR>DgzBH)gZWwv+_)iJp>VuLe2*Zha{3liotIjOEmg=^Eo^`xfgR89HAm*C zIZ{?`E~ho_PS^+SFBHHdiqUZF9E)+sst7d9(#wfeAYva;_li}&e$RhC&PfCbaBdToNCB1FMg_&wW~8ikgwUz9GbS-VY)a7GLAte2 z54@c;Z9eM1?!VkkDR|3XdQ#_A98#A0u=8u?FYTEd!pR2UIHP!*+xBO2p<&0c#^%ShT6Qw%_(ub34fi4)TNblQBE5AGTxi z4w)(OzeOb%S>X?<*iJ)?>J1J6 zRv6X5lPv~Pu0m#+iq%ERK$e$#_`vQ&tWPE#S~4mubi5<-w(L&a3wcS<+_)aqKv7|3 zF)RcUW^lo5u&LP-tbS=ZADrt;;5_gF+B5li^?KUOHHHzl2A41C=7q}cgR;&Yszas# zU3dw(xBLQGcJ@BFlhvKMCdnhRWlRwbVOxEu2kxfxZ0~ z-fDNH_QIs|IlIPc>?3#MO}&NXmD9uckQ!pgSS>UyD8l59sW{{AaWlL#XiT3=Nfad5 zuh%|AsDGSG5?^3r^?FKsde`M0R|}o-{*WO$qLAJ%@~^#<8(v(|B+uSQs8PkFQMa*AVm? z{^+k_?H-d@@OR!Op?Qcgp-2F$kx3QhWp2ygjmAtWi;ZzJZ3=8a7hugnI;Hgfd(Ck=Lmpk@l`QD^8gCo z@U5S_FAWNuckLA{g|v$S`l7&hoO&QczFJU4y0UL>&B<9c(qC}9-|PTA`ck&hYAbKN zUKM3$q-id^`*RYNA+7h(vUx=Rs|=L5m+^K7v!M~Z?8H{^B0%(*`DSAQy2?S>LsTIN zX}F`?4eeaO9@Oy0c>v%fN7)e#N3b$%a<$NJY;Iko&rMZiE^0E|SoWt~0aHxa`1-R2XW22%EAVdM3TB+(hPzB7IXg?UhIELI%%(Bz_3_MT>nd2=H&hl@w!u^ z*Lj`j8;3=ko_&##4g^Am?=AH$KyGbvQotX85@E{63&s=1Kw=v0xr~=6dLNw}WQX-m6_z4K z1npEbAyrkTaMPDI;Sst7)=28j0{}0Hg57vKh!B$_OGWiw@`Ggj^#pw=(U?8(-hzM&U=bD5C=E~R|s2#JZHw>zo(_%boj{-IYJg)M(x869zEH62)Dd5sFlusdy_TPZ09fTB((jG2T0y zAFH)`t{#jZTZ^%k`E{wQn7SvY;mTekk;qhW=5-yRtt~u+W8tC&pT7)a3^8U*45+`< zoZd8ymi7y`io&VIb&Hoz0VGXAXOKjGZ|{owwk}wOgf^%V%aA|6HEv`2{FRXKse@}( zu-rrO-jlM!w1>|lte{gK9Rkjk+;B_Xw^Vx5JW%PLCaL{A%1Vui{I)t#bRS3}_^s?Ne^8j90KofaZ%ZYUU&$(% znDT;6MFcw_d{(shAb!mXiWz)?7K>3>M9NW8vQzx$TrJ-(}eUi(~`+o+N8f$h$%;nIDZDvXq$*he-7Z0C_KA~y;pRTH<2zJ-nkZ!=PL&-<*%>%yNjg<)XAW( z>Spn-5+y9r_>-g%MT?-!tFqzwKzri)623^XgXi#4#5`Uu{{buR8aW7Rt(>?>^2-*s z@Ox6XNjEr@SE z`EWih$oJ~A_5*YzlgZ)V1P98*!kU0Yfym9y@qb7+tp6q5Olr#hkJ)NPzvZAq3Pj>3 z-_9Q)STF?yyBNGVG3r1F6{B&Xx9fNKlwUF(5>&LX4~AYX@0Syt)8w3`*&;B7IL;^^ zW-wZruz1e*6KKfi2E7 z3k@d$c?$Gsr<(AKSf+Gr75)XjM2RD5Yw8CgTeKkK8|+Sj3#}}v3K%FKj%^2hxz%5e zPTN?yFprQoq{Z{S?2`~zaHtYfphvRJbhSz_qFEuj4d;%ui)>Qh`DPl#2gEK@j$ta! zMS&;er#xsXs8~p_$ptC}S@~eM;2$fK{0bCWWELi5_)e}lIe>9Yp*hVKw2Xz-F_aRXB6?iIi1YLr|O-`o##2%HY`T$3l&$K`)0hMrN^T%7~ zH?E}=z`h#HY2I&=<1SH1C10vlvYGi8Uf-m>!TB4em)IQtueoU zY2LhbQQc|5lKE!Lu2)&p%&AecwEWI-zU;5n?f-r^`{dX1FtuEQjE+)%pt&A}?y4s& zZ5f{1Psn%To*O*gL5PlN^!C`iEozgXJZu>mZWuf{+3vx31=jyUK#zj%#~Jzupj}AJ zZDN_M|Io-75E_<{+LMao2L@l5VUnuM#>3&w8(Sca<~1>%f4d#Fj>Q8jDZ%R(Dj;bU z*3iI|V-m~EQ!VHoyW5*i`3`Q*p!&Dg(BMWgo%3^;7t1YB{Ruo-QL*MvO>ULPE{fj6 z0iWFT^0miq(kAa()P=iG0^Ynn0PC#z9X5w~%OGs0=6M-!4eVR3f!wGb!4gRxVfSbH zc*Yn9T^dic;TvU{Dop7L948SxP68;hy~h)*~~=1y34Glmw-!tUH>Gk8jdEqq36$;JH0Dx$*Gm zM0CaAi&YGzKE7y-Z#pCe`L}y$oKBd_uZ`*z4__=j{N7x{TU&U>wL_{B*tW(ObGZ*} zFq>H`9HDZMkUP7mwnmU=AM7jAH5XMMVE``k7~^c`f`E_g7R^UE(Tmx8jj)2c^~l%Dv@+-e<3#d3Fa(}-i+RTapM!O8MbWqvL44bCl`72H#(x0&o`e5O8S3c(R9pQ?RWnZ*)?$`rxP+9`i#{J*vUA^PT_^*I8`R((7XH+~z zK4#Fh>0)0*T;Wqx>{I@i8KA5vR$f>++(&I-=@TTQzoW#k9a@AP8Mx?A1ERh_yuuUP z{u@dEGe`>hZA|^IBk6yjFvM6?L?+C#XE}o$`Jzc6!m5TbQGO?p-_Qct-*m0N7S{gR z^4yOy9aWz*J&EkuP2k&Fck%dD+u&4t?|rv!eD^`~fFEgjAUVeY&4AprC;KJ8ZKcOR0<4e6j0p*$$E7mQ#asrA_@hilVyZYfEg3fc72mO*4 zm4^3g0rZ(%2JGic&`?nDzWK1n?sq(F9{IfRQ^P?;1clI6 zdaaqrcx@@^uXW?96z8iOuyx4hqYGD=r>U%~E8xZE3$NirRM8`<*~aK-?9NW%&$iV((NCWW(q2Z}bOd(_z_J zG_1IHEftNCdUFScm$jB@l6k1{+^7R4-~f+RMRENgX=F)EaK}ZhML(F&x_#Yel*6}iZ<@CUsm%!T z#BEg2DO{dYmCP#|oe{iI)??n*%M0XvzOvSuP!8_|MmmiH01QmyC2f3tg$#(L* zzM6~zqp+>|>K1cw!AOkuI*vE*zMJ>eg>?O=-QA3 z;o|!NyDD)sAv|&b0ImkT_x_)EnUUQ;-yG7A6oFBaHr$}T(Zv68NFQp*x_mcjzfGx* z6k#f?$RLS8QUsezS8VgLHiyZkd`QqTmaj@sOwND(Fu{Zq5-SJn))dyGz<;hRH@9#1 zt*m>myc^wKdf%SKA~A|n!)7!ybO4#4As-FGk>Z4G@jP$6p)qdP7<9K4%^sK!P#FV* z@_*vf-z&;W`29FM1c>Tm1%MMw{ER6(7>lUxTfx%?--ewuD>Dy71!tv1bwK|`)mMl9 zS#6`Ee113Yj4rXV%xm-+Q=(2SOpU!s|5Ad67+19-@I$xxZdPVuf()*h*$stP`AXb| z{ZWafx@aee@R6@|$4iM8#KM>5U#MD?4mJptq{cOF+R7S9xVQTt zI@$I$sP}c4O+ZtVi}I4XZM?wejqZ(8MI5@Sm z%L#@%+1GWJp03*MN_gmSw{4ovbHJ6gx_c|VQV&HzIGHU%B3o!# z1i?2hiP4P0Zn#&AR=`!{lz=@lj|Ky;fDD`VQ)Pjf|bc`%qcMsV5Em1Wo-_wt$&=Ft}pyK2;YsmQ6e^OscUNWq6sAn|{0Bk3ZWU zb9xgm`8K2_jW#?ZO#=z|p1HE~DII*&E2SWM@c#W=VzwOZ-Aps6LGv0R&YLAeM|NjP zu?@ehh)-zM_?PuG@TPBG!(&jqr?^NZsQ`xIv%?HQ$06yISB5gy@WO@ejMorMsE)$iy%Z}6>wzf2G z!a?#EZqDIqnL;qjNizkxdzSV+soHqXo8V$JQ>$-x0qOG=vT^WoNvgJRtkI~jZPLY~ zWP}F5GA{HfsTn+TqKXInn2wUDNod)tmqvemj+eT<;WDb3xV=6c6m?W%4Ib)WN&^?q z015Lo*hk0C-b=$m9o?YTh*qutT=>w^idccsK)E@-70}-e;9~W4>jMs~uDnvD0B~I6 z!FqB+25qU;UrK8tsMl&Z5OGzvznkc5s#YhJ+NQgByoTH<*P&&h5&?c+uWSOpe*7;^JMi-1pC>}maB)SzL^Js4pRULq+A{rly;)090MtxZ!_5QrI zh^YKToT+1m7D3ttLYq80U4<<6P3AF7r`Tx-nnciS?^t6xxXx$UQ@<-!q9|SR>y-%(OF4AE}H`n;Y zq8@s^VN5rLy=?gQW91!9`|zOgpU0l11-wmXd$swTT2B8!JbrADF6xuxz3Y$Hc(`-t zV_n$u`cPZ6RD;2h38_DV&RDo{w4+OCg++O{mrTZ{ti}v2pmA_RD@pOHnXkL@-n!KX zgcvI2R3T}+Qm)BTPIcv2+Q8ygE3o7DQjxi!4i6u)=?q=IrwQ}LjAo??^`85gz@|D- z2CXXCm~Y=*uVHf#W8$V={=Q82YL-h4X@#|)`V?Z+C%7&f(ee{mfvrf*xiOqf$Qp(% zQW7VR2C+Ey9x-BYHZ^+~oFbpn@Fy;+QKdbI%fk%1eZ&-u$||Bydcx>2_C-WQ z2qWZF%D+EKLy!8DpqLz#v&G^JC-9X`;Ad%LkIXJ!JpN2cA|+G1E+^y zZ7Zto?@Bmd>vzu2FqK|g(IeFzNiedJb z=Y7;?cle`%>5C+Wi*GrfD{oWsg?Dh>NsnYSZ+H?~5N83jyL>(=4nU;|m{FjBy&L6p z@DASYCj}+}GHAIkPvP6CNsOp4qT5B1mvm(QL>+DduP>v|9JMb~LB(R89@=crATrW; zj#w6321$b6ex(NT0f+(0XGv7~`WLVwyfE_Q4r*$&khn~dIWf^>f$q_Nf1LlxR0XJ) zHq-c|Gisg$<#NMY{FbeuVx@(>r`P!U?N&66b%;+6AeIK2WA((vyhX+oSC*q{`0!VI zY?DEh*Tz5?Bvo6U?9)*aCSlIkE_K0}vQOClS)I+gt)Q+r&mYht^hrmuan@aZs1UQ~ z9XRaDvKXm9GtJ|h5p2UH; zU;jQ1Fw;PZ;f&wxdwFAR}BID=3;P$ zE&+IkUf{5di`iL&r`E#`!St+wf%m%nJxR``k1>{LRx{0VywiDaR80R>46Mx>9}2d@ zLs%4Lw&nR_P^x+&Bgf&Qrk*9pEu&_Rgx(zkpat1Jw_3!}xllkypmj~R@Eft~dl`xV zL2C{8l%C6cD+NRw;qUyI6Y|cd2e@sb1g@HY(6L4wryfcOWoa9;Amh=>hYJrd+DDUXZaw2w zdXUKSseqgpa|ZF=M^ZdulkJRo0+i79>ZjVcMyY-$_5mSe5x# z0~UpGJs^I(VLWNeRHX|<{a}?GdD8tAP)4`|r<2{hKdaTgYxNT#4BJ>QX3kj?K<8w5yXSn2I=eeKJ9cIF7y@UJ>0Byg#*WyJ4JLQd zaQo9JfoMjmn^_-ZjNK6xOIj{bv!&!rRO-a^nC_Is08cNl0be}*+6L(Fi8DzZH?bU_ z-Gt|(;Sxf<{R2KarO(xs(@}7OMIY5<$o7V;xA!O}1GqX*a>i*aC-6Fsg9Xgt*4kBBc+z zU584#SE}m{&Q@0fk5FAe>>d=Dy;0B>{2k@C9`9Fzus4pA=t9~a%hg8;)IOM^f=|JD}{HBroqo?^csUbZTqae}#vd2CV zjpPuI+61}e@sq}Ypq-CJ(jzXm{k-Pw@Bh=`T>XdfDV)Tj>y;}lyumH}{{ABD@ZydK zA!lPciO4AxHw^!r~$da zKQqAC4M2t9G#-tm`t)_j!}o_1u>lEjG6-$?VK#J8w;JqPlUhPX0j?w>&mw@`lk{~h zOES2{ui`7pN1rcWYV&XIqjw$tn>`Z?*Fa+pcxOv?4-d~jPHgw>Ca z!I-rnJO@sQ0e;DgpY{r6dBb%QtyUG~;)4d`=796bAgow-zf}%rW@mK!zEYu)Y;%94 zgSQ(!q=9|C=6ft#zu)5}m0FKRyOW|YN;*}o$_fRhBMVOx-G!3+Cy+NmLs!*yOGg=_ z^)rRu_a4+fTWBA~wuGHgeu?v#KnU`$T#ivS=7jw}76Dj@zV}=7_q#?2E9G*R|MEzD9Z}kTxpzBuKk`&v}lAaz8CCz2Ep;M6h z(yD1Dtl{b}4h*Od6hRj-0qfg1{`4;0YrsIcO11<4$gxO+;Ls&bd{B1b**e-9RFuK# zG6~kxwi`eSD?(3I3s@%J%)Jgb7zsts*g)7_QtolRU|UO5v}^DtE({5G8iF?2#bT$ zJ?btTRZXFPYS)bD3juyOsf)N%Pg?;sCR%QQKrH_Lag)x{hYO^NCsOky?}Oho#;0;= zPXOUBF%KGbwxCA7J{tPY<6j5bUjg8nvsU}Th#@*(w`Y{No|oD%jIBm<>TexB2gktU z66x*!9>Qhg2@OAkct7!4{%1)6Ozs!5zR00(?xz6ovn3n0NpNhs*g^yf8%Cy5I+kqg zm7szo3+5 zGZSZ!B+v%uK28^-@W*{$#;G;lE#MshuRMPk;?x zNKGLht1^rM3?e!vt(IYtw_m_}aezN~f|Yml#V%^EI*&S9P>=o~3~TaYb}ze+(b?G% z`z62pEiU7`0}U>`o5zPnF+HEVdRkEf!usy@h><{!^3I1K+eIJPe*&L`@W1av&VS#B zof@(Z**s`l#~QV?QiIHhthJUEWtpuii|x`S6@PHJcQR&di0X;ezCN3{-2;*5L(4D6 zRs;m%rjL1t4X+Q3uJfXr-=oI$GQGiR>bdTpBpLg#$gPg-SfZs+eBQ_250cnk>H&aO z(or!MVleV_D*mF0=C<#33#WK9%5)4sch69GJrh6XT98r4Y?R|i(J#v9mDXG5G`U6b zR!j-*u{&^10h2&wwei1ZNGQ>MV&ne#8xveUhIj%7y-G+8iz;L|7B+y-+c9flDeBn9 zhOq)B1tny0!_O{z2kK+UE$P?i=pZ{Sm8tUnjSyv({uHWgk{?JQdqeC+!>e_GScc2T zz@@78l-?z0F<73d!Db@uy3pCBgiSla4LaB&ABwYTZS{i_rbP2eI*BOA?Hs`u?{AZy z=;nM29)l3z2;}^a#a_T2DE+wb%-y>%I3r{)S?#o0!qhvLC>aMtGf8+Y00(F3=`Kv{ zjX7YbBmLe(o0tQe=5A%qA219ERH|ED9v1V%9atfJYqK$G;_Z9E-fy|q0&fT-q7XO? zinPrp6kk56nYgZME2&67l0iZDr;JW7bd^3-T#Q$q>@(8_x5UT`lC%VYBMppPC>Xdm zT7@wBVR&dH=Bxh11H!-Tc%r;{>bER&*^rMq zNzVYA8|sF{zBLd5;Wiq|!Yfub#78UogR0riCzVTED3(_u&ROt_i{jmOI+xCW~xp<{Uy*jog%%vrm@^XP3Vv2`&*var-i9 zZ*k{VQSPjG{6+hMu##T#Fvpv0b;XmNV{~MUcCw|N%MRw2$l`0#_b3#|u_#FRoTp>s ze_mDE-f#o0G3T}dcJ~8aoPe@H`r6#mU3G7X4ElpwQ;DIqE1Locq_E?JVVIwJoYG`l zfKvWFc}p`yerYop+cr2CfQw>1i!g)uDW7d$%`O9jOc%AQQF9DKDx8Q`IVQ4qHRq6Jz zx$WxfJUpH|oo6Q}4uhbWXV2^R8}$sm_QgKytDyC|$ zVWhBUGRVQ4GFEMVnm~4b_G#^DAEipW}@R%#svu`+c$D{Kl<0 znNR@^b#%TN<^OB|+?YU4RC=PPG*{b1!ecSHdf7kzo$a+{hc&-;2<$yZeCDjVhRP)d5h3VX_2UQ<24XT|#Zc)9|5$c@ zx?NPvD)#)idVbGSbm-~|GQ|i8Ctm78p8y=O0oD3^s3Pq=opxRvhlvP@kP&VQHppfE z!jSj#M0m~%fO^D1l+q_N*=FvhqcKquP4ymAu)Bn z7H|Na^BomNoA+V6QpeaYGxYzoWqP2E6jzB_U$3lOl2$gLM&@Sb=>t5W+pi2aV~h>~ zO?3@A0k>7Bs=GTTj9aGCeXT6UAf)<|7BZ|`NX(3?A}7nMR_|}B7v+tJ5%9LgwNhLh zz&{8MS-qYVP-Q4>sge6_%gZLjNb=!;43xn}alGD*5-G0ADW$b2&97ank%gl^s-G_<7sV=pV&H~{C!|W_#ffH&}S^+}4R(>3As+V&VQ!0$H zc&psbHekF`e($@>+Z_+gkN40`BuYo9x#51sp}?Th7mf15y8`6bLwep6%?{J9V+q{l zu6JlPT9KV!ORWjxq^I4%Z=!RfstE^LO9$uUYa|p$#_p|p)3|9~zzBviq#@9sg?)n-n zypCY%ybJBIH=d?mhLU2V-6iEhqHnzxl0m084-n)1~R<2jsTeq zPm`EpxmSq-xEi3C48h!Y>n}{x2yVHiCD{$W#ZnUB%BoQFp#|C8supXFjq)|I&UAGf z1%yZ*3?9bZ`zsp$U`8f21Uq4B;H?@+`_=Y#2^XHjt3xYoPb^D>bLsZkK200?|jar}2%HuUwC!(Rxd+62abvm+=IH^;wog&hCCxk7Hv z{~GkP$76LkQ8v$MTjV&?t^~4Gb=HgAf)SR4pg}f!&7mHd9p~%>pP0S&F3B6SdG8B|`D2v>Oj!Ax+8zHie6D zlORejTeZgagtLzS*&n1kqy*6(jW3N&gk?R{g(FcuGYJ--XsZmOl3>zZTOLp;Ywq>liI749ivjza+DaM{R z^WK-Jj-A?GQc(FEQ;_dfopG&D#9X@Iye~KO6e6 zekUwgf08BZR5CHqN4HO8Pv})Ma;pE6jsON-tYgf+esv1zyw|)4;8XEWSIztoO~BUz zLLV@XKxzwW2A_R9H$m>7c}Z|8`O1-lSKcQUs#A>Kr{*4pSKdP>Ufvd7G{`zLzI;Ao zUSftl5F!`R@JI{Id5TaZ-4R_k41+^4lc_UvpFV1KGnl{D4lgLj^+N1)0gd57N5I3S zOT#ys$XDQZb@k-#!CRQ+i-k_2lHHKv^WdSEW2I ze83mVYT<#oEtj&F_pO-C^kN=q~EKFuNvl?#?QLWvBX+j)7?)jW#8@KrGLfpdln zA;Wt$jZL`az#;00;ZE$vzmFU&o;C&K|#7d_fTu9KHiyPt}pH}(a@<~)_9 zRk69aXC9|3jY_UEkx{ix9%l-|aB;smy7(XKoTd7qCVxB7y-0^n3PdG|0X)Z zN*hSH8_;X{@95qR|Iz(%|Um%c-$LD=x?T-s#;2sqMzcy{g0oP3bww#Se}{ z=s83I4PG|E6XJhw`N;2*62Bdt(CF|LW>O|C^@}_yeARs2sCBJWj;0|Y@4XycYxbk( z@bUcn*az&UhsulToRlN>1zzji>WD{k}k+IEy^rcE8 zEQipR&B@mlSNp$7o3x}Xox%c}^2GbfoYCNpC0V_qWe2w=S-r}~J-FAJ`4IR%3!+NQ zl;SI)>=+q`ki6RWj_%jsg?yX#?fUKA>eAs~J=AXNC$5RJ^@Feb$AGy5i-u3jFD52M zt~0%^mxHwrhkWY^67Gj@kkNwiTtgJOna6vJuQnbYz7Ed!YnD7CHat~WUphMHDcenm z%CZWNZz__cy(hF*s>vJ09?s5Y z0e>Mh%?Ay^t>|jNX(q1xJmrP*8zGaAo|VrV!%NkJvRjt15AB2QOoeY_`C#yAz|!35 zLxYEa%?hNWzYYo(ek+fo)BfSeL|i+Wo8)EmIzcO+quc)F2(a-l^2ESexc}YNUt1q* z0MaG5MM=k;k=xOA|9oU6uAaP(DrlX^oag1?Y?{Byu&hx6E3l=pS*HFs#6qY&jhOrz>Joz6p?O`?O~?&0K!s-rKzv#DMCqNwGy=|)DEa~ ze}r|02kBiB*GeL#)nLwsq4D?W(&zuutWvK!q~YT}Pk{IZU2Xt3Wex;|nATz`@$nmG z3kmd*od0o^Y;3~1eU_sZikQS$Y9qjZ6};$yaT_emk$gjjc?3g>oCYubj%cKY)?G#sUpR&$4UzqvriDG ziKGv8RP!(*bkMUR{f=CN!RhheM?4z`$A1ZpbN){S{Oi95UbFOeVi;;_cFV2Koc7~pLp`s6DZw6ay?R2SVuCbCu3DohP0)*I8vEN~~6t$R0@t$aN72jgj-UC%F< zyMuJ!P4VqRmd|Zj0;9qI6~HMxeunJr@Mc8W%8&2W?OVDXc`Xm*kNDd^7!RzoUmh;T zfHR@8VaCi~&%f1MKHg34`Y0UBzt%f3i%k-%>%|gLHG;$SFdJ!`D+L%%gs8vR%s)hFc2;BhS8Y=^~`M{dU+#2&fjy=R-6>4O!^qITpqiF%KofX{>TV}I@#aL|6% ztfKdytG3>Y?86!}A!INKfaO4GGO$eK3}KnSePvN4ymSbq+Y*;N{Qco|Nz9)Dz9a&D z{oNs3tPOlMIE>@!I6g|X``K)vx}sEaZlV6_w4PZeOGzLA1g$H<)5+!G@>f3IXsV;O zSDTeb#L?TjZ519-@fv{ATIGlioKQ=hgO(i7fY?@5acH8q`RViK;$E;VMk$Oxrr5NJ zg$Dixfi~i3vU{v8%n^k_8L7YyXSn;#LdIi{gnaw))iaW!&Kp9}(zItJYcoe!!(AgBODGFk!SwBVBZ%i?q9L+t{ zH+>q`ds==>{PA)_o3XDpX39tNlivN3CE%lws@X4$_2P{M;I7 zkdyQPqfaR4@yHQr&u2sooVvUru|#4z;66oCO$9ruMeZnuqZek)2|f;S+xO!daNW0RCu)IOv9Whr%)H<6y5cwFh< z@$oT{ag;Le;3@lS^dUIaOVWwLvjU11ITws=U1YS|?bTKU&dyi&8o7j2m3i1{}ZV{h{nY0ES2 zPONbL2)T?19I&uf%Eql#!T$P|sh&Ep=}C9s&!7d54LHS{;AtP5T@EpHA}M&JB}p>< zgu%5WzQ=`PaS~-WU_H>gp~Mq_AU7aCzM#kbv&3=7nn7#c>FV=BxT*>|jYT7=nAdEp z?&UrCgSGG5f|rZ62wv$6N3D_}drSa5;_iTqieP-NbJU9Nm!DG+R#Ptgy3OiOl{H1e zv(G?^gWjN{{Z2KrbI1LTUHkW51xN|WN`}n5bcWj%`TK|3t2p`JCIuP8njK9%;rmM;q zHLLK_Nz)Dm@&j>k@Gti*5|LX>JhxbmF`vT5bq01Mn(98dmiYs;jo>Q!rZ)|dK}X_N z7#3GtM>t~-0GqzBk5~`Cyg(S5Ma^Ftnj7d-?k-y;S6XC>W}I`(^S7#4H()*cHMv zy8#38F7;ALA6O~JO+S7MlPe#`L_)W~6Pqp$gKwe(z-5VSMDRZ!2SPKoN1XxhEj91x z!mT$6(Zd8@L7yM$M+ctM=Rnf8F}T*lq5U>$an13gI%Wh8w*-HLTP$mB_6XLPfxl3d z`IF?omb!9G@O|-)z2)|dApC9P+a+@f<<^h`qPkkSYowCYNr;<{LddqNM3GyRj9dk? z?PeQc0Kx1NI#upC^5f%k%0Syo}uQ^5mhYlQ~JKy(cOUDxuY>@^OkG9v71* zV?3@JKQa)ihD83;4u8JD$v&sF)LwsdgWJ4x$|b5;lMnit+QzZLm(=Y!H3-6#0i=16 z8%zQ357~R}QePZEi6hSg_KbhlmRvTnJ)%;{$#YtIs^LzyKzV_b58EWcPgD9R!rzN7 zN0POT8o?u(uF9)C5Kqh4TSCF1^K~e#MOAlS&>0JATO|s8NrE17{0@1X9&20~UqO5I z8=Cz+h)jO*Sz|k6Jc+uI;;gIc&bYqf%+peQv^sizfZz!zVQZ9``^iv>Gof=cla7vz zKIeVg^{k24;QmwAW_A~Y>y~xNB`dS}+YfO6V6J$)qx@av4Laot@~bFn%2DW}u3z$< zs&%aLI=Gdl$({rqp$0=X6BOesT3XZsE<|T-ajz(=aOjXz#DszpINs5e7Sre03+&Dl z&_!O$>BzzWA{J@Chy+*N@Wk-3F>-u;#Y$hl9815z^|U>2p1brMoU-<;wZu1UYtJKy z?P74j{A*0^h1U!NF*-V;oJ5Y9XfsBmmx4L}F;A4ql95|_1pz_nP(jkBXXkgh^qX4V zrJyGl2K7OW#1RzPkS860_I(W_1SxVSoqunhzMBKsoi|}+dLO)fsOoUFHym>8^Dl3p z7ux%wtXVbSF@4&_*ss+3da5y1CU(SL*1p;4?%?)v+1l z#Q|tPnRwoi>gX1aWfOLJNu}7$68XM-ZauYrvH08!5`6Oc^@Bij|Fjp597Vr-B8RTs zlOlFLfF1TGCt+Z_<(K~cA&ka)OaCD8U6xRTOEH1lo);z6-l;pTCK)>5BY`{}{}|m= zv&Ot4dHi{coGls$A#b;P!hjzX%B>m01bi( z;~Gh+xFd(tNJi13V;}z++k=FnAM1dVYh}h7O>RI8irUtP0oh5W4ZoK}D&Fjr7=doq2{n_ z{dq~!ho2NBpepcP_E>2#HE7a)C>UTGY6|9mGFQ zc*qevGX8)bv<(y>RH$6)lRCd;4GG#aM#=`PIbzfr`iY9yoHMZeaV{;k-~Rl4vVfy? z4r`C;vuU^cn@h1ub<724NtmU7zFla&n2CBoA4l;3jkw^H5&u9luuX z(Atsw^OngRjM1{MM<)f03TRJPSxM~N(_y~0tVCn>mQ2NQFU|_rN%M=o?sHoH;gY6sI_zo=rJF)w*n!qaixEd&CyVJM zwEi_rmFP%LeCdQm!E=l%{I2=+x^=q`Prxs`qY2^{d7a$}?$N-* zMWRHs5u)l5e_&!i4`FLDbO%=KljL zVE+ez|5~;}I>PU}iu-ygrK~SQB+myQWh}nHLbzsWOj34pITJXY*J53sQnB{^J>6|b zh~{S_Vc>#*JpQX)gKuf_BW*P9)Xf=~GeV}Tnc6>}sb@owfm9wHrkz#f<*R!M$Pi_n zkTkmv*=@LT2E7;|OET2=&MeM0U`x{wl2_TpgG6N}9VCN~vw z>i9N>9tr}klORSSF3oTZ$!3&%dGyj?&>$Zy_%a4^h&JhGiiAY+1i`~?ae8kh46m0n zvcv*r<9+_I^=_iDv)K2_#mfb3s1kZ6mSm|!@@~Se`HM;Z(u&4PqZZfKQ;JEG1Esl~ zgr-!=N=;aK;*~jW2=2}Slw5wI-a?I4{+j8NBRWQ zD1^L>keaQCoUaBPD7QZ}VQ4*~6DQV)J$cTBdJbR`E&J`G&Rcmi?`?{G2wZ*pKz_S> zw)(Fe7L1J}r55cU3q{ulv=W?+ll4EXm=qFU&?ay;j(_G1lt?^W%>OI7WlbTm`j^^X z{L-=87((^w?lvUKNa<|9YlX)K-EFZ1FAzt;GshD_E~_N}j!qM6Lj3V0P@mGF9}Rg;+{8 zyUHxdAY9I(TN&OFtUHK)PfN0c8UX>8>G*&dPl;qAm8@Ybm8Ib$#Za5VBBQvT$^wmn z-Dk*OCM|;u0m8_h6~zr3V@4)TDsV|5Z^(XGLtf>}9Mo{LKOc`7aTI*gP-XxiF-n(0 z3Tpfc4&kCMMQZP1vFv9=&}%TjS}f2B&7z=VFf~$?a5-)?rWdWIN{~nugL|uFe{xqG)NDiuvU^+nPaVjCFd?ATSp=5IMXH8KeZ(Q>#HSsOz&$( zoLO!d#-Q#eM`4at*6!sVa)6}5tS5s=#~}pWv{-aM@}Kn7?$tq3;YQfNzr4jByO~zo zrLx(9fbpwjmbt@Z40Z%JN7k^QOkrrCEPLoTrW+x`sZcr``^4#XNWCpt zd=;;8HCueqe(a=-5dl@KZ)PWVQ*O`AU@)gR<@_Yej;W<^!uKFQSsmvjh$&@>zfAUj z=aa~cX&Av{ud?ZzLxE=s6Jr=;QHb7~f$YSSWlvzI8BuZgGVg#d5tv0iY9<9e^OQC`ggQ>C)mwGg*aj^#WVGz@irx!|QeV>FN z)d{JwZG(cCRs={#doxg?!{Ay%C;|nTmi-qSz;{6s(XHWsqm|Cak@TpR+&WHZU<@P{ zN_dt%q!!iavrPR+-!%ha`CLU6D`0Y1g@O2M40{;TsFV+Vs(~wFzmf7gWWOi;dl^}F_IL`cr6V+@ioH}rwHXv!M(K_*a1k7MY=XP*csumbu%>r93z zBEi#^2?MST*UFDZt(da*aF~m7Y>wR ztm(cBH%kK-$50}jk)Kz}Fm$gXvA8fMP9Z4rio~7}0gD`gEXQnA;Q18JPwRnm!;|30 z{e7MqEIhE-vggq_i{dm=2#c&dD5%fpYS=~Y?2-Xu?Hter9ONTieg+eM6+M2IHWB-( z(+|VZ5Y$1vghRJmBGVBe`ZX5fh3vI*`BP%9mOX&+7`E}mJ;W;7n?ow|5+NcN^8h7w zN!3dL*GM)AX)NV8?^kS8xs^&gBiIw-J1DyxTNUe9j36iyF{Ng$jb(yWWpXdRR&f1f zk%kA^;&85B&_A_7EE)A}&~ zr2)W?6KkEL6tkfd6_w$bof$((XES7u)l=@bI>x#Z6}4`T|$$D7dwYUNN(QHw`nmW58yZgL2Mpthh&nOG}6df8(z5l!v* zt&usLEuM-xpu!Kn5@7J?`2m9UcF^Mn~{BxL5D_~2)oW^jPkGS(|U2&d9nqwBWoWLm6>z{9$ldN z6c*x`LjV-4GMh|;HZLxkC!mouu-PV)g{{oJ9b=0^E|PZBmLt!m9dW72Y-xXZW)B@7#qA+KX>aMhe>peKsbmJ<5e8{$?{9oorw9$(Q9@sR9^8IjzAicI zI^t|mMLqM4VnJ7?FxllM1ke@U;QYi@e))Xt-&iYuBKz)pbz1E!ao#D1MFt>ER$Xmw z0WW(8I;Tx*fX~bJzTMK*CEyJ_(?cuPu6^AcUR<=FWf09i3z})e9bkWb?8yFU;rvc5 zC?kzbaQpU7L$Fs!Y2!GrvHnL)PI?*sJL^`pbhi)E<6KV5^e*mo+ z{+tVBA@mfPex7yCBoq(?kBljdpKF1$oExUBqELZDOhhB{ywOC)Rd~R~4QH=eM&eSzi$s)XengvIX?9H3~Yqww0_9$$`y1hgDXUM$2 z0GhzOA2j4F?Bok%+QB~gzY-xDHg4AcOP862n3ac({eRLQR$^8bE*{Qg02Bj)jg^Zt z!GVto$n-K%)!C>s@!Lkz2FG7N*e2v}X@}%%X@_uY-nQ-ivyB_zW$)$|s_)a~we=D2 z)xLE`D1c3Nu32umSn;dzpC=oRp9sQ zCIX$8VBZ!tMS`+thZhhY?U_U%26tqEUU}C7X$)@-%uk5&=LnnmyPb_3P_zhjs1_*! zG%d2RGDrjU=%!*&u{&~slZyz^pL_f7tb-!B4%Wg zMiQ~LY>0c^t)r=U{?_;+Lm*~&MzP?+nm?fQ!8Wn{7KASJ&3Ytb5l2ARWsLlC`L?U& z(V@pcKa#Q&(h`zzgl!J@jfeXO?$tAaQ9aqnXv#=VVk$~p``?4sk>b{sl_H!9(J;cM zezmP}=shULmbQUC_gG00d>UjZ`UtEqRLLCnj?8Z0=4@=NY~Y~dz{mSX0laN+ZDmx_ zo1Ghvy%VV1UpPnFSyJb(iEkel^z_zeP}jy#%pg2Gpy%W3AdG6ReoNg6wAiV@R|@sv zmVZ1aWs@He&gI(lrVh&Zh0hQ2AOsZyb$zAk*rc#c2v!1Ir6aNN)uTQWZ3Ao)U-r-0 zMMu@kLc`ntK3mjGx5N>V6`(lvh5bTgbYDI5GIk_Xd{m7hL13TtwYL6#a7RRt`~1%W z^lR(r=<90yJ?3ct%a=EG;15t)@yQZA4@44y@B>JGU${MAneYzaR!($JUkp(Ax7k^z zIRM<(RaoK|zN$18cnvKHo=SPQ{9*L&p)Iiyq!Sexn_swp64`OK>q2)#Eo(C<%`$KL zmy2>h32Lc2A`M}tond@un z!TJ3`oR|~vK=z>~CkD)o&LEILmwEU+{P~Xku9s+b^`V(zKTKY!c0rh7za%n2DC4%m z;Cskl@f^TY2RwqRiNU!U=6!BWWqGER_$c{_+n#t%II`muM3?en^BRPOfm z|AfA{cEQZlpQC`D6%2q36C`2Q4q`Fy9nZh9 z{*46BxU3*{lid}bOnF^K z@{IIh1EOwltgjDI2bRYDVPN{jbSD(Ex@Ensi}Mi$EcdQUG^uSnylJ7X>0w%(ZDD|> z^&)=gz|pm!8EMg#3sLxOLCJOh22&(NKi-OWd~dY9Lg<41GzI+)HI|3E~)ZJPRS z3hI@b+Ws!`wp3Snmu=C@Sk#^1wIw330>(Ie?&h$amD;+N=5PIZ4YD@=<)?px z2?$>Uhrd2Sdp}-vAfQ`V)Bu9vt+VaRPi53+$iaI)48GJcDDOys3p8_eXl3=f+AaBn zDBf?|b>$Ni@vz~83=ReY%ks$!C$oRD2h{k^Zfy$co$0LmN{~(i%$>8B>wu^V|Enf# z?Q_$J)86Q!BJ+zH0j6pBs|eI>VRHrZ{lfq-e+Wfhew94)-#+zatN98RW(1tG2+l8I zK5L%&Xf!g&o*xV!p&>O^?Q*xd$PyCLz>j0%K$b4|E#D+TQu|+?DgvE8_ZW7}jnA&l zzrzCe2?p8k#KkMDyz{u5FF+QXwV33@i%UWcDxpVNU) zEKU~aZg^p0u2|H*zKTjzyBu*F{WYIP6o0z@N$k*xq!fsiq%oPMW;wb=L+3tFi!KZVe4ptDbC8 zo2^&}*>|p-0pd1Oi-U>`jCS+>rWYs_!$bCzb++!$eS*UV*_hob1#yf7j|blUp5;D0 zhR@MV4t|v|1S4toflz?fFreq8WJMOX_>F|}^#LzG3Qr|nLf%KBU+yyIFWTrcBUini>-6U725dNKar-G|eXxycK|Ea{c~>TO?@ z927vpm1)tJ_7ZUVww8z!u?s3>0*FyL6>){j|cccFD;99gEzwqt;qv( zoJ=UGDPzh^Lwgd@-Bs~r%aC-XWERoeLXGds@*}d7!E`wgOWb)^C4Eh!IOZ%O{EWY_ z_>IM}QXVxUpE%*uab>1p8rrB@<7Y~HiUtzV{>kZgCTNrQt7TDG8@m`dkuBr|2=KE3 z3H`ET-rOd(8|zg(d%jS<0cst4u>pX;aU}fqM4D zY31jxc+11LAjrg{GX6UYGSS8m$iUlteq~2%Aw5O4vs;@E-c>90epqd#c?{Jmhgg#K zo8Zp8eZ&Cw>07%6KvlYDgP2uB?WQ8#K!)`VKeXoU3INgwre#D73ol0YZIW-;zSvd9 zWrW9kN)l@8&m`+tdEYlCF2ksD zJP@;zpTr3LHO*(R^Vsp56vm1dF4+{K;PNR>Ti(s8l+9Yg`+2n93<7C6j5^QW*V?ZO ztON2#NP)&GgP?|%0YTJ|;a}`tqyUH1#i9B;I_K?+Mt9I;J80$hKOZIr8#Jh4#YEoA zIFamfj}lAb%Ro-0O^zwPSW_9aoa<%I^Et0}i>3 z6pS4S_9`@y^`73~yZK>pSnld=9V^c?`X_8~iEa5s@+0HqDSZBEcK3?sA>&!j$NG4*lfU6^+RSH5NE37g+~E8*yMCjL%BO?+35I-FmMe(@HFevxjUj zf)vSvVQ-IujB5PXL+$ccz*^4V!9jV$c{`$X7||c8qo%jl77*d&jrB1nX^avFHWLZT zj#YHFJbZ1Ta1e-`vN!NixQ9m{?OoIHOF)0f>`ABRNmUwths!8T6T;?lctGlab}Nov zOn1%2KX#M{QFvA9ux*5yZm%+OD0WfuZPA-*+5^81DKpO;NI%f)2(B~frNEQ=(epN6 z3RYWv=g@Dy;K@4)EAjOZecxy=W`_9tPy%8YI2pgVe{QE&dubh(mH#>M?q~z93V?=6 z%akR+G2y9(w*0Wi!pg@Q9Pahxx)axu;Om`?py735n*R6= ziDq;dE?|L}=ocVAHn-z|8!3ao0*G2*HiNO_2te9#NPCr{ii6do;Zn?mfQfbLadp!R z){&-V75@UE6_4)-lxz$o#I1OuBK=Vk(=nlxk&&XZ=E3yOQ*ooSCb3krbQVV}*Y-`6 z+&UbMDy((kw#a>6f1QO#)@Q7fG8~O%5WYP@?5|C|&sKLDU19C+&N&<5%RkqzWga!r zlj&IVsDXm`Amny_x{^l~6^VFq@~l=;;-EHI4_q#~Z4xv~mp;avHnv}cKRv8A)aF8G zd23(rhT++9b};~TVREbvf2ruzrRSE+ zN)z52!77+(mHmZqf)7*AX#h$9g8a=#&|&etm2$w=8B_in+&4y9oY9IWzdJMq5>JYE zRs~OVU-%go|9wKdLXQ0M-e_j1Je<%r{#j>=$x76hF77|V+tE6cmRrTyHFkcLe~Qa! zTkfor_%7Tmm75mJt#TYxq9gW|oeb~=;qk(l0-YpxpJKDdi3UV&FBqg;?AyD2{t zhQ@uCu|_*)!z?`76$RN477Hqg{<-31L*7t!Je$8;JpNbL;nhWl&BZ@%l)}~A&?-2O zR9K+!Md)Sk2SF&tx!R1s$NaH2JCBxmp6l_yl0vu3)>BRhHD~+lBuEv0W`6mJeSfT& z=IdcV>I60kQ8+Jy<&YL;@t0&;+pjd1{XD+Lg_k@%-PbLQ;ax{0WVmnC zxDYiw(jWK{4!G!_ouEnLiIO+}O!X+XrV_OoRePbHYs-lINoFuNG9~niOWHVS=aW>R z!+>bWq;b}YJVlLg68T*V0cG@~O2EdTS2~H(*QBRUVD|L9Uc|b zREwYZ%*W_#!;Xb|wNXZHdi-D+?Zs|*%3;8(##RNeoIW>ARaUr(av?%s8ixTAPsOzU^~_o`C_p2NLDHEGvJB*U1xw zf3cpqXB|6wyR$@C$-0U2B46j8S}?U>3lt>C*B#xRwnP9zV79`FFSpR9KL{9R;-qB1 zW8fnF#5z!8*Rx$ARo7LGM^*8(FD#)iAi6u*=QO0tFl!V05qtFup9m)s+_!#hoC5zT1>4%ipG#ytkd&lwSr<>XxD$e?I>%F|>72 z16wf-Xv?BNnR=UenqK-vn6cLiHRUnfWiC9_0eafux3yz`u34!m0IU5hqI<1M9i(ecAtmTb}KDd+B0Rao;mx>qe4m0N{%D!0YGSlY@lAW1dFC(g3sc)U6LJDS{ z^;n+-h-IesdiIrS33!c_OVN<;X7E3H%Or>52i$^{D57XO)PD@T54;e88-lFJGUvj) zQ3O5#KR#(XZPW9)C8MwK++U#ZmcUp#?yMOY&{!FV-mxq4I%j#CktW)iGd1W4j%W|T z#4%e+I3bnZpT4o{&U!3oty9-LoH1{1OWj|zS1lIwtai&gn3Df}S+Jl;K-^)6dRfnl z-5Am|85n}BeU(y_18)twfgrQ$mZd|nD##}S5_HiBn<}}*&;rRn)-MrAI_eO-E~R*<>URV9rp7Sj z$sP$umg3qxaWDeKtd*SG{rCq3D@B_FO_|TZ1QZt zks`c14%Gm2!me)DWYGR|h%)B@KHmLU4+fay@xHu!3D2MG2v>-Gxz7xc%Hi@8&a59; zc*N*Pip{t&R9#cp@p(BnhM7WX@NY4kEMBab;^=t48`M#V<`VP07tdoxUU_$L!)Jqb zcWB;OblNY#y6hk_LXP|#;~c{Z!!*5s5k$Ks4dX+_V3f?Je>oI$}*@oaO%}k3(D&@m5VU*?i39uTt?S})y~quR=Yy> z&pNqFU2Z-qn4|#yF(Wlt%m%qtuHem8ID1|u34L<1UZbw#KkX2X=5~*0KBiw9U)J65 zt;{p>1l4+-BE>Btlqr)gQrV_O6l7yRgY)ly4knBaH^RgSv(MwToD2a@RuiIHAocvG`0D(sM_REqpNamWqa42+M@Lj1{yE?yk+4%dn6BS!xMqy(SrIrr zOVQ2uM#o>kP5;|X?dk-*xx40LXf=J?XK^Z(laTBvn*7`N9YHc6FM;SD0M!jo!~Kcs zdpmlr<-!Mx70)twx3-AadbCM+oT=;I%-UAqIr7r(uoIaztJkMX*p2QC=i!K(eh4h_#oLQ4g8k(= z6f|uLbR4Ee?Q&mmQEmxiKoiV=i{zML;QL_3(E6GdP9Z5#3DUAbArz(|Q7?su;_Zd7 zly7q&1%u;_y6~Z7ded`*oX@NIMx8XgVY6>FiL-h#ObpK|H0JH;A9IqFYeRZlx@`}C zh*#9aYTvRPn|90R=1_x=j@2O=Xe-Us+zx{lBzmM6TxI%qUy%tqz^SUm_6StG^L+I? zk}hKTiuK6icXY)V8ifTh3e8!clkt`It%1WfgC5ZkywqM`iV>3AY*$39vm$xOb<|!B_8Cek7-hP1 zD2(3Kc?xbg?z`YYP!R!*7TT7y^Yj)DvN?JU%en8`DjfSyImK1F1_42MqnO)Bdi-xz z3+eG=udg(dsh^F$uMSLA4?O|QU*1dFVc277fkqSu{pIU0=K%8Pot8OjN)7Umkcql- z&V#Z+a68nV z$m#(#&Bc;r`&@>nvVB2)oAaVjq|F^P%HI=OQ?)No%Nu0wzuRoQ#spn%jFYP&aBu0r z*Gg;;!8FH5GK$i(=)&WzKCMRX$Uuz{)shIrtkx0BTmS?Sb^>yu%xgx_-wK4JnL0$uA}&u+t&Te?$)?Ql2#Lc`%0cVIFQAh;AW6Tv@n^_NdMIvSB2ff*x$v zX^bHIY_%3wmj2d7gmL)0|ENvwxOuKwDPdDdT>>gn`1<8;ew(4=3%6U~AwlBbfOg79 z<=Gr^2d|oP_iKVvQJx$J1DQ5Qb` z5(h@tS>nMXQ5v*dLo_C=h0FAn1ja&h{U7>aZ~mBsqZ{73ZO;sSx`YWA#dYi@eLN5r zx1!IBWdaz~cTz)x>R~~-7QhL?`1TobPrMW1f*#`7sYOU)uyZ3>#7L{FC$g-%!lS^l zw)NWjmB{q0#3l&dW`U~TutFY0v^BlYF#vkRE9E70xA*VE zlJ<^DS|(!Nh%PqvSfdRz|L-8TO&P*-<+&aBx)C!w&IfH;FRL_4{EILOdi!B@Y~UjK z=j|;$>;}8Jrkw_P&Bz#6H*iHCmS=mQ-+u{)(b5J<9&uT6o;g0cC*Jh>V{a*I<2}jmC2mZbW9bA-ZC+8d1P%m$LUqVlu{w483@JpWYe_?gV zJz@17OltEw@2AUgw)*aR5?j2kboHw9H#TmTg)eoS&YRwVvBhd15G|XP6A1*qK{n7r0hzRW>ywT^=+1Z26I-DzNeWw*!l+ zQT|RYs+AByR3{d#r;Vqn_2rmeHG#g~wC>h(AIYi{9c%05 zQp5fcE5W7(%6MWBt{I!K9);07mpJ<24)lYX z-vC|MT7yiCs8cUlKtqAS@;4iw6&4A;GZ(0Ygt?81@Z;@cQIo1jud+W+yt>Enbhwr|brwp653dCdt zeXyfVbEk8TTFm+7c&e;on?6Z zxniduYPndALGidQA`dR6n+9%Kd(c9PK*f#R@H#LrDU^70kr5$DcyM(Q?-OOF7#Z78a zrDD$BNx^pe+7X}`pF4jXfb3&cFPAVfVogDnr%0qDaXXp7Owo*x_;Wj`+Z^h}WyBS^ zfz9~uHiRqlX;mw;V~H`7ms2)8oR8o%as^fQTyzN*Cp`@3rJE~CWY+xk8hoQ~Q%iMw z%x%sB%QZz(WTWXY@}nFTM4890g;Lugp|~mrr@FVkZv%jbbWtb4y^jxkkk8}lJ$2Lb zqplAukE5EBIRlHGCjM;wbDJRIRG#Ew@7)cjMs+bSAz8~b?2Q-M;Jp-y>~t$3=KTsR z^ihO|_BNPiK0jokLw3xD;)rLojk*W=M|m1N%bXONg$*9)`mly7)ms^ z0qJAtzypAcWJeaDCTaJsF&f66l<|zDvY_CMMVpQS*JzzaH&}s!V)WwUO#V=TInjcI zGIW~tkt@R>0SB0*W@&ePvpCFCnElDQg3QOSt1LwV!YVoQ758V90GFY zpVK;$E-9?h9yF5)a0rojyU+BOy7raH$M3+&+F|`P`Y?CU?UO%r-TnJm>gjhed%{$81bq^c*q)YlPYHwuOPe%l#@+txvI*R=#Ur!N@EmwC0$nK z)x(VtI+CCPY*6Lmy>_F$8IO(k3z`5B_O0dDi&;I+`oTWbvl8hrPpz{I*(KGXFg_q_ zckgCgK(MmngLY;aA=1O7Uk$wcH@yulv_t1NgGpT{5)atKrJFH9sqq_0jzG4@O7+LL zDhZgpdt(yWLm8jpqDN9LltkFZ{|`?lNUUot8C&j&_-+TJ<`|V^WV+J*p z{j)y^cjp?!2f4cG!Io`D=f6|I2+M!N@eX{dvJ1`;~FbQR1&lXhLMeQnqTuuaqA4al7rq$`aTk%N5cM~7!B>}+pvbntiHxb z4C$nPIIkb@4|E;WfF-Y`mKn8V6K0jkt|=Rlfjgp00g5sX2gCg1xFSG*9+Z%ZoxaTk3JhGJ8;k zcT*Bp+gi3pq`UM1h9m+qDxlhi5x(hDnTe*iZ{yUn)DymV5 zYWnbr>0=5P-X$8Bk1V~S>or5uxHSJtA{;YqvG1jCj!OU zbjymAE*wH-5ft)Jt;CuJv8n~*f6hvknAVodLgjKAH;0li9nu{N6g|S!Ej)Bc_mi}i zz}sYBlTw(YE?>P~-A@62qlt9TItyraXhLLdu0I8!UkM`FTqW!a(+){=N0C1)+`f9e zwAPZHHZ+H#XQsUBRPU0UGEw%(^39QPN#r=#zh{@tkA`jN_U_*jJeG#Be>0IicIFK+ z!sommso=x>k!tU2%uMoxuYXphc+?aoo_SuVQmGwN7#dd7y2%w-BgoE%d?Saw41-=7 z5ITJ-w%S5;*qUrL3mR;g(E9pTnMRBG1D*Bku=r*BpiqGUiD# zKRuLR)2^-`Z;tc~Oi3(He_5WqK-VPUWC)rx(YYk|Flc&J^Z2_eBl}1M*ac8h6MMBZ z3}R3%)^&cLYpa-geK1VnD~s|}XGK%ZehLSy{eW|PBERKE7C5!_!&L>j)3sK(O|5py zvF-4vw|KQRsO2Vzl_vNecG{*?N^6FmB@(U}lr@zuQI&SImGyCzfAu%yGB99JJ$5U& zZhUUkp(OM=W)!W2;Dvj18Xobr zsPIYRps;JcU8rN)e<(irLAyq~A}KPd8xy*sCSg`Dm@eHX%BomH_|9f*I#kNSf12>f zFAr{iGK-OSOgTp5ZA_8zx^eTQ;X_oUho@AG?s>`=Z##rt*rA5W-ZttdOHPE3n!O5x ztT~=^bTYaE_nB_7H+R`wHlgEi7gR0%yfflY)#5AO&2nLSe^UhQP+uT^tso%>q(fO$ zk}jNPC;4fvTx2o1x%o*7@i3@3*kltZATi>|K&;8N(+KcGpggF&o{YY^wrEo`%PS=B zo9v6w^Yq2lt1U=D3$UMW&qS}zX(--l;;EkY)y}Htez+EsPN`tgRgl-RBDw5`q6c&# z&*vLLv90Pwf2UQz3_Vyy){r%(VIQNu>Y^*r-i_eI#Rytq^MrguDcE$aU=)q;n*0&j z%$g0qm~Z4N41}FRBA~W~Oa$G%@-|j5*KvG@ZqOD*H*73w3?U*%kTQMt5v-7)jm+&f zr(q}jRYIlnAvUUQ(OYbh555((^*NL=NVuCw8_rtwe-gEXwrVnIX84%!l z*IVA|A%nB+ZCJ{#DvlL?{RAFgdPiGk54%tJQX1yh5vgW9rqoBHjLC0DSQ>#nC?MX& za3p&MS}j=YyWH#*>oJ8n&m}!h4+Y?Tu~rn(T2LXP4wa%7z4OAel7lu4ldxoi=&Bd$ zqZoUff2Bz_a}DvR3G zAgN$>srYumO%nuL@GckhkJ~nc8gwSSF3K(J-T92yGw8xPA*gPSqOX-avu`zzA@E4^ z8a1X4HyQV2g`!?vsPKrlwt)}snz=B_wSDaefAx)g&T!nh*x#fD$}?Cgp20Fi9`m-b zxFc_I;S>8~+qwlc(|pGogJO!_mM?INQ#ZB_?jh*PllR+-Sj(VriljN~W7By)`c**R z1SklnR$RX35dp-kzPx+EP}$ED_=Ufj7lnmsrDV13g!>}_UOmt_r326OQe8IV6HQ8g zf7E9&y?BczS*@xwcJ%`ST-hdQ=7A!*_2yw6-&?*Ad9lq)MTWi|o_Y%nHl{aL3o8^I zn-Oex`fdip9%}n(3o$rugsgW1fV8kxbldYW(o_`5abU(|VsYiKXu`?R6UH7jvRrR^ zmcb1))$1zHLId~!JB<#w#CK}17K!NXe=_vF5wZxW+jB|4pM9Q4^3ZtF1V_o^-nFKW z&SAAv_Q%QB0}o7hW_opT0Y*Lr@82WVYGFsOtbanm^o1Ij-&wQ#QE`t!$0ZAGn(4M} zY6i>uF$-?-O{WiOw?eTsqxEC(|ok>4<$d~@lMVol^swmyuV%G zIk)Yz9doAM@%XtXgv%GTAeI*^NMs|j;?_E){M?*qYp~WTQFm4g7rx(vf0EK4bXRQL zR~0X!3~mM)7w28z$Tp23*Q>GyALjYj21V-B5*+Blj*>dImlmPi{c7b_{CB>*W}5yh~FD`i*7v}G0L`GbRS z@n*r90NPdk#(2e)VCQm6sUG*Gz{FcCE`us&nYrjF(!Rl?h;S(NI`}okA!jU!4s<4i z=p(y$p^sG^jMjKGN5^y6eRHR{zuKI9){*-Vv`Xf-DVKSB5>^UGe*#_hrGOI6&y8L< z6ANF_=*}l4M?=CD|=;-T>U zd)y`yY>3i=!ltpMe?u?-&9{Kfx?VdrKw``ne8Vp_T78Mg$qjOvI{7{iEMcfIg=SPM zj`4H35SxxF1ToLy*`ZZpSmA&KQr|XJ#?iN%J-jYCw>W^5QkU*)dkKPi%ed173Y@jg zCaj;Ki}&Z%+!H7|(x05B#Iz4wzq6SND0d8)DI$~>h8gY`e-G32X-NO%Lt>k7-99~0 z=n@t99N54W9>}DWYsD_vJpOU{xcKr}f=r8P-X52ev;g+*hmxcURThL$D87h)Q6iatL0c`Z5Q+nwbLlMT~%j0erY_(9rg4zC=i_Kr8t0OM@`X>0^osyC>Z z*pNM6)u{xRf8dg|6|eXeK5d;~`@vsarS$4{?q-Rv1J2 z{GO;Lu?Eigk-L{j`;t^&nx^s2xgK|H641lL$1tD zrAC0pU2k%u3h> zN0!^zD_q?i+^88@NQEEP9v@?+p!1X)V?oCfbj=x2dO3&}bjExk1$-m2@sE#?2^=^L z#X5&c8T?s8K{ezRSH|K;bO=bcn?JgZox$Sg{=5SH7hhNva!%(t(115+UU{QG@k;VT^0#)YUYE#5t26{C`>8;7*2 zL@q%Ne>!Erbn4djV!Mwk#ybl8$Q?N!)S^~cc)5FFkx(+9H6;nDVkb25xoP#?FPFk) z#di0R+YUXbD--dVrl#E?j-QF$7ew031T;G}?bO=QErZlTEItc8qC6h2IA_M);(=e*`D5 zylKqIg;zuf1Sx%h*4z!Ti#~7s70CW!O%bwOlH7*Lg5A&7j!!uj1=G(?{(Dy`ZdLFV z@=n^4fBZ)5s02{QP~tlP+Pu(_yxDrr)?gdfsT1@CbcKVhl-RMVcDm(YUSix!;xYux zv&Y5tUsHp0l52~M&ewF>AF#8^f7qLV|K(V*uPAXH-~5fuzXEB!vD>qYjzvrln)8T? z|9-!Kkg=L@I!mgQ(q$RhgLdPN>nviV8}a>!<8BLlGqDzGX!m;g8RlG=otPN( zNl(!oaynwt0xTLAlw`$3l>CQMHGzrZ_S!0TL>3pFs+eZI!9kjwE#mO8e=i>1#XA>p zLfh)58ac?ZTvnMLe@PP{idx;T3O46|~zIhJ2Pru9`d#eMWTMihV($P6e zko%QT-WF}R&;_@mMV=`-X0&wp+;&6^D2VOd;b{hcD%H-RCB$$uh69b>b-odNSb@p{ z(IM;~p+GuYbpEtZPUm$L=zf_(@;=Eo z800*27ZD*}pDfy$7M#kNFuPzAX?H&(5>r%}IFRBw=i%mAI{i-P<~ct2 zlW13e9UByYJ4Hb`;}&56G)<^hQ0rLvX`G??Q#IXPpmPPqf38aEujAxCZl-hA`}!EM z7bdAjIrPCH?{5i}ucEYPd@y8Zq0CJ{`M3DYZp;{ykmsMH5(yK0`2Fe+MlT4WgOL|vCab($^zLQAETy%0(?J!wp;GeH^1Z9c)>3N z$xwPFE#ROGgENp=+R0*Rb#?e@k;yeCcpTlN%N$ASf6aGZUU_~POY3{NDY%-wC+*sA zM4sfr{WVO^<7G)Y%rT?J+S;=9WnDc z#)Uj(eYn4}+44h)-$H8IbTVWSPrM^V?J3;-afE?Yk^9((h88*7>{oD{rhsUdLYUn< z8x{K_O4=#M05h$8xxcpc4V(togq`~I-iGQUe+q7&=gtk1Q9mm_jFz_?yMAFw;Y5Vi~hY;)tM((;5sgGfJFj1t%2~{bd ze78tJeJuQTe^VQ^ry-o}O0o*_?9aC_&3Z__dv5 z5lqW0?&(M7dC8xGqkyf$;{&0iW+~inf4gS$zM})?J~92JO_0_l+iyyklxOu_LS=E* zBDvG^6Np>`lVoviML=JKLt`kG4@$Kh~-*u@K3%4Yo9ZB-g3# zvv;&N{clV86yi6{<#uK^f#?+Hw0IA+JBFKma&6p#8$;YH#PDKp^q2&Qa6mF=e@f# z(YM%=bxOIS?hQCx2xr_J%ph8rt($T3X)i^{cGGn|%;xiGE7KED)bDocABZPdxqlgKn;Px@)q@3k zc(~ns(aZF^%U)R$pK1}Il06e*=|}dL;6*5_ZP#>u`)#00X~YI@!PTZuTlYC-XnUT6 zG-0^Xfm8Yn+#VTABz2$ShJ_lx2v7oQ>|4jh4ahmN|90q;W`fWRuAD7ze})5nCOY8? z!i6$02F4zRuhyycaKs#2C>6!Dkm+NFrG;f>mnAGmkWVPCMpzX=z52UyPnpXnmYV!K zq5}T!_sx#DzkJpncieW15TR0Y@5pgC(^{u;n)lsH$%VM!3f>)>P|n0~S&=7ype^y> z5s>$%QAK(TKN6UnHXesvf5MJe^Q2t+%;S{<6D5Y`l!&0UCyix69S;oqb}!0SaqRwZ ze6%JtAlLeO>$p}yfV%tAqV+A>=Ag`&21?!T{o(-*B|0wl3xti}5>W3_8=Fv+MYp$# zk32XaHDcCqve-=4mS|YX->m9u<=sxd3_tOFLV#LkiD>ABz)ZZofBCz0i#ZG>t!+z( z46Ua(M_ZPWhPi~t$VUc{QQVA{-~8XmH<_E6XJxXt#h`5AdQ&3JAG5);8oNf*BYaTK z>i=d4)4WD-$7|q=_(U;Rw6E)$^-I?65%4*aJ@GYMp6-iO13B%tkm;d%xYb zy3R;FE!$$U2yOe7fB6H1^bN}Dt0q?UjgRi(xSRFAtbSpA!6hHgkg6p%r}GF6VDugE z8DHQ_(7MTMG~5}@kc(vHyu^>_@Xrr77v_9Myp{zLM-Fc%_x40now@ve}2VEb-Pr%+UQ*#U3X)9 zwov9LSy?O>^Xr_<$y1%j08QRk^<&21Grg4`s)+}gDnUmm7?P|ZR7gMgG_d%6rA1~i zmNz@IZ(sDr)EL-$I8xdRb1i@xK)<#r^w83OjY6qrf~)b(LilRq zOf9?LS=T)be}^V_p~F>5my@rg}rW$*Ro2vqPrpqrWoU_j`(mR@7J2 zj%7(&-(CduSB9JNXK0p${w4K7nce~Dp39XFkA6*y-|*cl*R|*%?pJq04356X;#Gle@f8xR@Eek?nyP?fvPPFiYXx|c}2A{Ij zB*iYCPKtA_Ax)mlym|N4AZOZ`J@7@~*=m!J{0pR+2xDEh7o{k(RPjxVuCO)@hiZt7 z^U$sQ(zU+HC*cS0=GsPUn-xXz!yaBkuClG-+S;&Y+E7O`_HjLw1(=cMaV-5L1GF8u ze>3*JJ!4;3JcrnxW~CLDF*7;NT$QlPN?e!@#1aS$ahDT|9n2ff&J-~oYOjN(S)=}s z&>o5Vv5HgaqrC2&W?m~7d`ETET*`E>MKkFpRW1VO+F5#0USF#8vt<&|N^yBiTtBq+Vv!>VG&e-(R-B@B9E!6nlAWr&(KW!RmC*m4}yaT9Lc zC8x=`1kw6~&Rw`#5^hdew4qVp=+}fT_RIK25lLU97+;WyKf;Oi5k9dSi6+^>r^M{oYg(7F?vV*JG^RSzpv`##pHEE1S2H@ z1>t+Okm2bY*#)r1E{cay(_R}qf0pe$L|>RG-wY%xV_`*pm44-5gHXa`nk7@rP>2(v z#dBWg(RV5iM(7K!@{jb^LrHy2f#A3d4-A>FqY~Q9hx#&LBBuF1**BYPXeVXNZ6_@7 zOj}_FqZXqHchdq2ZN7QMt9q<-{o z<|d?h2n-t9OXG?<3|6UC0*g5l+1>L8swkBuOVRO6lKE6rrjcphun= ze;lTyW#)pa$cLGOwKbRfPWLJQm%SD#C(Vf3Y27AiLXLJxsB`R|>wwL;ShTV_aV3iK zH`O-VWq|T`^~La*cNh682ZQ535DQiAByjFlxI_1y9kJR=cl4f!e^EJCeRKvBkTlIQ z93Yp4(}%+;(i5GZu41#$l3bMyPckwMFTJQI98lX6Eh9UR z#t^4E&EdvE{Moa(e^b<|`Pi=KbnAeZfl^5qkX9R<_oUKGXkj*JS;j)RY(?|qWyg&^wKt*J z?v>^6Q$ii@ub+Vhx*tADCITt6V&d>|f@@G=798Z3D)bZse;Y7}wMy9cdk-gY`JvqOLVKY)*| zVdnNI?#5m7)fOui?K71eV>XASBfsQ(-_tu(0DGzo#r+>fC)}ItngKIFYpdZ0ZW#Ea z!?r=%%DK8be>g(T>R6-a672?^LaRM1z5!h(rXHyJkRbL*yy;)l%3e47~HnM6z# z@ct>`tqKZ%6vfO*0ge0b1R?~ns3e}A{T?H(d)9hp%z$Ywh$fSoR(`3Ity@BRw)6uck08Qn;o`e ze0}3C$3NyPflQV%k`;_2(L36(LR40<51C1TZ6U+5jne@QyvDH;pv`O*(vxWiFicUGB04u3== z+QVJpQh|uNDAT5fmx*oftb^ULbS)mEf2Tb5H9TMZkzgn;M88BQy)V(m#?6~pT6y&s zV^zQS_w|0fo}^!k@MKPK`$8(^6DQPkd%DV3$mtMI7&M6HIr%YPsLv4Im)e)2?p>&Q ze=~=i8ZdbH-)FAMG$}CGI(&TYrzgl6%#mMJ7!?cXJ)0=P{|JhTo{@Nwq3`M5K|iyY zI7lOcHHS?IRe8Tiw!;#vnr)hriI+uOP4d{{AKXsr&yGo^(w-AC5oSM!?7e`skqZ z%STURO!L=j^$9^y%`IrTlJSMQOxT{40sB*UX7ea^ODV)(h~4yPctPkqdh!{De?Y~v zR?l+`R(4-o29dX6wxya)!Rb)?|CErR@oBWsGL2`*h!~c6G;^&g;u{OSf_{;$;^!N) z#ro3=Oh=tc&OTE0N~ZhRv|R%z$1eROevg(jQ748E)tu%WN(V6Q1iG9@f-kOP5E7fKFuLPT5fQomec zo8rJ$FuG+H-I@F#x2E7GHNYfBQcmoD`R%{Ir(^73Cl!juS>}|%V!MKt2sz}|i4rRW zs$mawq~+dyt46o>beBbSe~VT+Q>=g2uP?g=WXGo0tt7&2q^vE`ecywZZ~xy(tfQO0 z`-ZJh9Id-QT=X!qP)2$+T@vKLP6*n!`BR*jkM8;%o<$hDzlld^h<+R^vR_=Whp28z zpK&xw2U*U0fANp~W!!a|Pb4Dp+c|}UVYyWB7Bxy(+=>FL;$u0)fB2hCynv_*@|mQs z^a&n@R+=Jj$11Y76l3q|yzB|Bmej)BD_rfmZ;h_q1w>idGv-x%KODqQf7Up|;*QY? z`AHvN05tTK8*DPN>^y&|`=AJ$AE-C#KF#L_$Lvnnd{WbNzJtn!@TudX%YSi$Rq%hA zpp=S-x*6*EdNbA+e=o4LPFn~_D|-p}>kg@qbGpIK8dFt7`wP`Z6jR}MK4U3B=X~85 zm?Gp$$s+cmJ;~xKQLwJ8sro#^Sje-0D&j0i420dhzxAK1;9z94?AL{JKcjm5VPuQB zb&!vPQKMt$e>C9V11PnYleUCUiZU0btoUw(Zr9U7&xJ9oe>6h2*VxeNC%1qmdlH!5 zDz;AQ>!+bvQlf{f+qvDlVoShIPuWv8_H zl*T0>TtEMNe?bY;2%|{4|D<${``NMH6hYdGlVuT!@FKUic;5ZiY#9kV5bJtVOzH_#@pk~3NP;aa0i417{~HWv+R8wrwail znTDMSha=o(vG8{<2H-Wz6kQ7md z7FlFiiq!1NI*M9;EY*-t3P3Nx@+0iK|lP;X&sbe|&wi+b7H18OGH0lC3feen+=L4~pJX!+c98s=0kf&N<3hF8h-b;3N*gWAf(c|4O2)r+)9vv&1F;S4voug(xl6&Nw| zzbIk@w26?Hv-MzwHyU_mu|JZf0S1KHmnGS)9^m)V5bl0gO9qdw%3jyCe6LF-2{m2s ze|-k``d^raU=O0LqpVhNCebv(34*pPz4Rfh-ypLV&Lf_tzHiWcEVKL#2?O}9(r3(& z`Jf|00+qSEyEJ9)O_YEpOY`_hZPSdeQ@2Q=?;Q(2{i2ff1Cm8rN$dEtf@uh0;a5I(8 zid&!8Zi_4NCYA*BhvTJsS}b)`-{bmK&!tpV4#%>mVgc@3I7m4hqZPyVX`=Jzjp`_I z?=DkOnB5?u77N#)E)BTn|H0{zsw8$vvv$+bexZt&uf2F`6 zg4hREaYBF_?L|v#>57Sl3Y;dn)j)+$?>{-0vLc+1bd07K;eJyv{j4BBg(l@)Ef^*^ zf%r-2<)Lf2W3mouK1D-z%JVr$cW1J8ywC~m+`LN9S)1lUi|sh`PBUZT_aG!nIS2Gx zS4kWLn6=)DtAMv@OitLfcj7L9f31u3o3r&N|IaG=ksY<(|FqQ*6oZr@`xf*lM%l6d z!p@3uUFg>04L@a{R3;r|?>RtNVYJ@n@W3^?cW6v`iWo6gZ*W+P5km!Z9A~3`mPJiSvTT34jqU-ugs>@xx>of&J z{lZT8P||1TVZ)mtP#1(pfB7}xS}0~$3`31G7pEf(?qyx8TB6huPI#4S!q}*77Qtmy zVIu8#b8yN4Af=NjEy}Fkz`xY9!+LCi-W?5*_u<2=wfG5P8*$Nhe3Ge(O0Q_7>dCCZ z>Lmpy>k?Pw&PgUIV&X_l^alcHNMkCQ`!ug88M5raZ@TrRPveg)$p zTDj4m&UWaBc0{#F7*f{( z+S%W;_33z5+x+G<33|$hq#8G_=q_)@f?XXx&>PIduvWDRUGtgF;YkB)Sy|(2Sn@Nqyyx;YHty)L`&hSktKPC*y zZOJ3jpP(K>%t?Q1TITnuo^mO~NW;SR1Gc2B7s2tGj&qbGFjf#4AgrjN&%(~#&x56- zK!Or?BY3Z}e{cdNS=I0F(SmIA=FNukK%9pH<4eMvtA7!E`KEOg#(J{{UBr}05}Q2E zO*$r+|0C+w^*-}+(f<7dg6?R1vZe<}IBM&d~$*P?nt!c&fo#_ROn zbMN#8or(CsW_veE_|RIDSixyuX4LfpwQ2CoWh<0ltcvDEkai3BL1o0qS{rlb2Oc71 zZCsv9_1Ra+>tWu8A#Tmj7iv!jA#t}}3Es>n?Byg;u)uQ^W1()ScC9{=-_!63RmniF z42YtX(uhsug!c)8q6ZQC^|)`WTJH>b%%w~3SBz|h5<_^45TCY&F0F|c3-mvbQFR7W zo$@uXm{X^!oa3MKv;N2dRSoUz7C3+u6Ek^^e`7CQ+j^5=U4k0xtR?(gGBqGnnh&}> zj)wH)#Q)slnF_=s6v*ahbChS#sek3H4_cxRyi-OF~;;OX9sFf3I~IKf!n zz7}G-+Qy$m?_(UEn4Z1d{ur!22c|tcmLt4@OyAdtmrdfwox#$T0rAcK;8FcoP`xh{ zf0v1MD_RN}dSclSWu5bT6qMLpQs%ukPk8vsS9se^(I-6O0gqec?IV}9It1AH>Zc{g z-}~;B7A&akZ4zP?QH8KsK(;s^E4f6~UP0fNy^z+=_hVl{sD(vt&wwQaK!E4Y`J)Re zX;wA|8N|2kds-<$b{$v7>hV(V8<6Dvf9(LHbzCuIQ<+>NMPT({VSN`v0!%`I9;WBT zQ*QljbwVZ+`IqXrk)DPVUuTf)2c}f=sj7g{vlZg3cVm&vNfLUPb?-QZ!d|Fgg<4U9j8+xRO|+#z6xCqz{WT|3e_TTo zw6zDERCjZTy#yvKxo;tiKr<+iT5*n3M2N3+gXUoNasEb>VnwM(VQ>R6Foi3>V!YyW z(!lnwS3{;-*X2#Ny(+$p51MDPvdJ-}i+hUW_~%z~X=uO@Khfd^wMM^V$mU>pPmUr( ztWc1Tq}JtYo}77O3JpVVc}x%Wf5SIh&C-Ywk&c%_S#P1{PoflB=~WKeUSor3pQ3Um zJMDNu51H4@6450K4V;@hyV|lROc;)h;WFc=puKriovd@57hVFGPqP7%m~Ak638#oq z6YpNB9AFBk_~)1O3@~#0^>$dKB*Zrpp{e^qLBUEnb^eFYq#cKy9;Ku(?~^!@y#;M-@|_yq3ncy^ZM z7`L5nb%_~G>`bI3Ztm?{F8yzbjg4p4Mp^+g*rA*Isj&xeL1IjM-%nIPt0$)@>`g8Y zd?c%v@{K8x8+#wNrSVe(@GZR-^Y+x+=(;D-z;b*I5e}Q|^X1vYe@}z+|Heb(;ML_~ z=gjOJ^KlIJ<>+MyaS zDyg6)(1HrqUDi$YfBAoli{KXyzhVQ^&mbXo+UH0gJG^=TFt5l)tyt29F&UsBI;#wb zgU>0V%qK*c^nZO1W-=w1>?jX{|1lpe{eC_0+^T+sRDtmjmdOy z0Ix}|wtt^zT`!WuNXKI+z@mB8oKDQVc&$ESOqMJ`026fbEYMp2lc0n}wy5FdMQw7J zB4mH{kg6X5GEhG-$VckOTQf#v)6d7ew=Zit5sWw1oAb{>OY$}j&j3On? z5@vfKXS5}yn?<%`3-yo^qYdp?xlo~Slc>oW+;a9LfBvexvwb&}hm1)&N!00Ub7iF9Axw=M;=4G@=xNnAA8*39h_t zXbvehniEi>D9A3!pj{Ur{^E%aWSF`wk7g(rd-1+p{YY4OM0Y1y*+j$An za!f9df43L_7xwp6R1O9fnF{-?<%()jxh)IF>{_jP^Xu+VcptrX!N@{qs?>?IImJED zI6tbo-N~m*u7Qu{Q~R#Om7Qh{yVmuu*WfGor@vq*s!K&s{E1;v?;e~ap!bfsAy zWcwa4%Ajwp+;r%V-Ok2%Xf7-b;02_@2u$7Tf6NGzIXk1(AcrkgBjbEt%s;2TTAX+} zw}5#Y{7b!2hg=T77E)uu{$H6zC-)q*u&DAR=clFd(JEXyDpnFg`d}6rg_b+ME*sbF zS$QDqd`Lb%-;YFmwZX~TWOLVRGBOGFMTFNEyl);qRTip*hiKgr(M4!~!4=u)AP2I=bvn01BE|WgJ;mp#$I}<~N?`SxiC0p4P=2BHlo?;@zW76eI;!Tq$1}h)y-*Z1`Oh79`1TZChP2D z$qV%b3SU*gAum{M|B0z-e$x(*wx17U;4GqBlv!w6?M?T;b^Rb;FPnLZ>DuXuI_blkSm*6SvJ+i5a6)pJUFA*(jqBzexszfTL zk&zKfrQJ~p4+VQGB=lJBe>!2=gw5Iik81Hs0>R^_t7RI;@sKRYlQdKyi*PI#Eh(XxHme~!-yDNp8SXt?}Z zZc?6~)-iCorry8lRBkzt9ULU00z1=gneYMD-LDF)m`p#KA)NpcOxmyV{7uv47Z?k6J#)#3+X)cKq; zFq!Jq3o5KFNs`|rf0Z-t?o{v?IK+5h3dYPfx|Zm7q98NIwm29A?+5@5#{nb&>4hO`A_iEnZ^VicQ31qE*Dry>#|HZE6 zaAJE0E|gmWe07aTVYtBTy;83n$w1*JPv&OiuvT*czr5|Ie^eXvOm9FaTWHGA)#`ha zt;+AvCrI1C`}1&WhU6iF1Uv=O;q+dC)I{Gm8*Z>k4ZDH7gArH3ywBlumeZpsz+WKI z^qM+zVi@_d8f5gO4N5Z}Vl_lHP6>lo4^_0fjyL=RY~Bo0$~Z{@vYGv3&3fQ-sBT|O zo_H4O_f|rufAbSa&-*nw7UwgyC8ATND>S``mUeiG_&Ol}-F0U}B~^9UUVeedFPv1mYL><@@wuT{5$L-# zvmkiW0achFQD6V?En=IadQg~C4eZjKa!n!0>pHRme+09!uRa72iD~n-MX!85z{%|& z!fJDzj0DV)R1pI6d>(3;{+};-3!5s+(_AE!1t3I1w=}m60!(7lbutp~WjJ(ENlahM5(QbP391 z;Hl#!f8W?#o?3H@E_Jn#LOVr3PP#;fH6`HOw|`(aNtx^$LN@hHq4w(|X}S3VxO8>K z_z=P!zGjBzTDwfXejAOv*=6>$gzT;oc}k865@{)1HHW^JAjF1YuhGk~fvI_m%k@q3 zXmVEP?^W5JRO53Tlydq3r?>v3Nk1VgEv9xhAu7tL8h1q2lsIRCa+!aQdgSKpsV}>% zR`5OD$?G^{AdHvsL;({6GdMJt@OlCj4>C9kFHB`_XLM*XAT~2Om;ZhN6$CdkH#V1X znF1+)cL!9H+tN1Di%JziKq3N%B9PE~@4Xk15<-Abl8{6?2-2(c-lQwN7ZFgZfGAZ# zsubxUy$F136cvqjiIl@V|Z4~Q2i4p7k2 zQUd`2K%f9G5Xeu;#%2h^I79!|ld>5@QD_){0xtd^2n7@rjKS&@!5A!13jqhHKXwLy z1OOmmagc~O5D4H00>%CYB2eN0MX(#p7NEroP)ER_Xi_!>1kw`)vvfP#5fu5U?}A00DtPF`oYj!6E5@!63!?_}tyydBHA! zXkG-$UYhd(z#WEh0O&)}P?Q_g7VxuVfHv3#`lmErQZ|600}TD!V1Tg0xPwtp09N4) zgFxYEtjlA#EffX7?hY_e(*)=sq43{e&EJ3rfIo)=0P%wU74DDs&pI#5*KpgmfZeZwtiG=<# zf_|#8HTZfX5lDa?whX8*%npiuk$R)SZcqRQ^%&~w{hx+^N~9nVz!nC<0BoT4FgWSI zqhr-jyWcXl|0tLTz#NFB9|!>a`TT2Tfn}I20`BbjZ}_hk^XY17Ya1$Y|0(%jMtOOJ z2f&+0fFHoaF9ZaDfP$g`5$wW$_n&ce!LUDh{D-d^+ztWw8SH1i*n|2zXSY8j;P^8k zoPd7@(?(#a3k7ieo9T~$LO=-i2lRjD`!AROAI*P8`Cpm--x(=Cc6R<{=lBiyf9zlv zn6u{}1eUswG1xKCLSTmh{@+j&=%ZFON7h{JE%{MH-&95`nf9IA^z!+u^dST7*(ziikkgE(QY5j2*YzfE8?cH}U> z8u?R(Vu$LVc__gl2-~02$1fxd0HaV~Pf~32v62wL8-yKGTd2n`b_4i$;Rp=Y1%R#D z7hs1#k^XEn2*?lM`=$GTCGvv+e9mAO8(Z+dR3LsJfY0NX_>Y|-k5MRWYQHFhP3v#@ z*ChajdO#thlM@JtM37@mQ0qyR9D_U0@{lCKPU?v%KhIEsB{8O3X~b$F-XJS;O5>&S zWEV);(y?7z-t{DV_S3%iQY~|xr{EC}v+}AvvrX*8)zP)F1n*;iMwSWkCYw&^om z7CNB&E9a}rv%tluN8u^j=`0$OZKtI1?v)htz5RXDlwC}3A_LUjo-XgQhF~a_B>ET? z1&Jz+r}J+9$SHPz+eoMKwo##$-LUO0o#RYCsnOnZSlZjLxW|#$A>v@2Xcq$}c&w44X8xfk zh~t4)ywqjc(xz`c+v{jIyAa%#zp9ccmz20^Gdb6N?E>?EdRU#arjIy+$4vOmMN=JG z4W)~w#e!P=O(_KgZn(ixD~xXP)qm?HDl|Lt_7c3z+iz==XPF3pncziXvGmAbt?&oI@|EN*uYH(Xpq318OFA*x0Xl+5c7(? z_?EeGAYjjMXFpTwCbM~)74wzN6~gM)t~{f0!Q5HT(*dG}Jrfq@EqdIghOCUY^WeQT z#6xAYP8?@YVgcKZE&pD#dzAL8@=;akLq*@iUE(iUaouJ~H(R&rszHtqD+29HZW6YG zY}%SL)n9^rf2`XaqKj>waK3Rj3*3R2vjZIycWX>>L_AOINvTsE=nWc!^VkWV_);M+ zc}CXlCM*Hq^9d``ZU$#TFXOfSRk;5Cd^?j>G*q^-mJ8R*Cpj+31jgGaHpm&%o0cIT zVh}Tj7WnY&nN#iq%P5=p^j)ukW@0eeK(L^dJmKOxe>DNs^m)(F8EA)lc#3lL8u_M4 zeGPv<5|OERo>>}>*XAMJZ}&;H_RO5w!cghxjbplgUxXhY_c__p674!5J(Xg{S#-(E zbUGecbC8pfrFzf!csjtg;a-Ekgsos+zF{Hxq>%W7#WOdW`w)$1T+Nj|@0JF;_Sgt7gQC^Wnujzf*n?%DAIFd5q{7zinj0i{9W{Q$jIug4 zIUmikSsl2rT2Q2kE%I~)<}TlM0&5ODxifv5YWP7HK)kL?7~|I!)(olE$3z1>t%?M*I@z@j5PuB z-OX}L(DU=Vy$6Ta@rGH-H6Uv%R-~i{(m&q)FhmSX6>u?9H@zD;^DOY6ypNG3}l5U0y(WayJLQyKOKf1O-GjMeC?@Ps+6P+BY};h11sfB(Rlm)aX4 z{1y-xc;QHJ|4M3y={+j#m7C|6N(W1>H>w(w)jp37KAVNRQ`g_o+Q=7pz*XNB;U?tE z`?651=yp{Oi!ivgj`AkdY%Se47EkyEzpq9haNEkbigxH#6w#MKzGC4HzkzVzf1ZzjU)V}^p$~>$YEEzU5_c-dkoD}u+Z7>qGy*Jk! z3!1vJoXD26>5l}`94xH7EmM?&>pR@abl6n&Ez2&mG#VZTf2Z4_V9ciVN#++*W zYwnqLcWB18HJm)}jWbHAI?7lCXoWhT8LBe&!ACAVGrFKgJv~=H(7|%}f76)}h+qNc zAs-87K&3_6(h7rDbHI#t1$)w+M3r$PkZgSjFP|8$MDMWLwe=6mUWu$lZT?1|`806x zoIlwKd$`W$GLd+a*0}ptKUG!btL0)l`(l&ilu-G@tlAUd@v*_NVmrknzsBHoD&8Z{ zdQSLlnU-wh)u-wW^mk7Qf4Q0a7@WYtx#qN9(}Q-Y)&5i|pX}7QX3XvArEs;VXaz<& z*;>E9sGvx2eOb|Itc>Ub4Cx zYeP$Nr&%AzXF6IJeb-g$<9u~rmBqrORkQ?isfAe(ac)F;0t@#7yRW38$j!`Vt_U0-{2YsoF> zxLe^8IU_r3RUr4*%BPNpEu$SB~Yp(HM2ispFb(H+r9zk%I~-EcBO)9D1c3sDz2 zugSx2nfSJC+7c{FX?}Es!|^3;$hp>|lv_>o3Mxf6{S&l5=2XRW&G|?GG>Eo^DLUll zj>meff326=9L4#_aBt&0tbOKxb!k+@#&ssl@aXe?gZ#=u!c?4O|N63S6e|+XvE09- zXU)A66U+@OnT1spsJ|S`Zu~I@cx_bJJ+O;jHEYRo4ED_w5jgM4u zVHxnMpTrvm?OME^hF2!}ypo}9{lkUNTVC%Je@IoR^9e8}Ka8W8cIt@&aVq!rd&VZl z$%jpsNLB#*cM5PZc^#|L%XnqgXcrvLx!bb^0t984IsIi=hBGUW&BN*5g+iLRzu4M0 zt0A6OzD|Cc!?NGD%HG}>P?74gEOq$2&goQ{(F`LIwHb{&kwshHKJiew;*AR-Cf}gb ze>o0Ge;B##Sh=W7V>sRV@x}vI@J`?z{V!E#XuHI^{DRMqT>K$UAVf9y$`j(y!Ie3D z|2InOp*A~_4-_g~_dD4`E=;L6)bcZW#!~T7uOEGBc>DC-)z@=wWP@h~bGX=+_h1L@NCrWY>3Yw$oSj&L& z;c=a$YUh~`A3dcQ4@xY(gp{HJ=)G7kpAJB_W`P4v1`)_-ujO`e9g0zCvf$TY)&%PB z6E2-1Tbl<}lpMy`S7mMm1_Sb`=PMYjld=|N#Uk&eA|A(B|t*yUT96y^LR+J4d}FhtCNDbCe@(J9Rte}z3zpV3MKrx^Bf9~-0#@R@Q zBqdB=IGyt?d(RQB4JRTphH|Ncp1tqETih%ZRbitHM-H{V+vsW3`Yt}2bOyh8%L*~@ z-(V2B_cA`a1(+1^bxJn)UUGxqk|N3IeNl<)PoD49UG1asnQ|=GtEB7|cJt!u0%l}R zS2sR+5lKW_StPWg{ILH9e^nDI!}%~j$U65|g%w_isMyCer=GrJ5GOyCml9(=B>LXF zLC2cG)hHZyc-H5DB0szrNWu&)lUN>au+)lg<0Ne^8_0>`21<@X)YX z@F_(|N6y=4#oBp0V-)j*ZB85WUAFTcZ`2%=qc%_zvG2E!%2O&$lx8 zXXq>L-zW^lPrF?2HYce{Asvs0JihR3HqsApn#YU9ev#DohclGE4`>ew@@X~I9m_R- z-OaJ)H9NfS;_dc2f2LC#!<94mJsm=UqnK7bcqg9BN&@3FHp`QdwJylSR$Sabpj>jg zlSY62WM-@8&NVzaog9ve5cE5{YBrAPbL5cX7gZL1c7jwMWCWSUj$c){&EkQ;J*me^ z`+94MDa0Hbijoqwj#XX#jc0R{YRjkmXd0%xhPiXOI{Ofne}wni2E7rG9{#Z(EuT52wJMh1H=_kMUj>JckH39I?1C_aw~q(B?a z##b|==Vh*ee+2bhxYoHSz>8x!vhoBY(VpIJL@XB)eVy_2hEm~?vs1B+EL@L!e^5d{ zE()FMei&`WhWt(#M|8av$BV2l^|4P2|1l* zol|_VhV;YRuGKDoaS3UFCcX{^8f@vsc0l9ePGCkYQHFAuH2F9 zvRQBK&96IOaxPIuD@@X;oR5iBW&ylhgzSBd1OAv>-K|Lhu)PEP2w@N5!bDETy z(|nC|F^4XU`>ur4jSPI1FHfF$iBgCdppfh#e>JS(PKQhHWfzI-i&7)OTK-{glW)`9 z@2`RSoTnbxRDQjiMs^*e87ewl4NU0|^Z78k-llVxbI$eSGKF#yh9p@h2RC2Jqo%N> zn;>%P#^)ldm2Ro41d0ppl*$nuvE>js-$AeZ58db@VA8Az?6XM>2x%=ox1C4w(m8(*7a$AT5_j z!;b0)s}nuR13Hi!TF1XR(C}LA7pHNde-v9&^jWfMOm(2GlL=B}+0|2jM6&npf(Mz@ z0Z*n|82%5H4>Z12X3g7PkhHOb$`3r8Fx>Ah#uIZKWt!>9izfDwFRopphNSqa$=lgM z%7(s57T;S1p3fB(#R)0ehpwOkIN*0Cz7lhkoO_+xg#LgJG*WT`$pRS-=I{Gfw6 zLww4dZ7;t*N=n?!D+bN8J0T)th2<*T4?6~O`T*f>O$LK4YWiDDNA50X(1IS1Mkg6N#+_+O! z_Z}^2+~ST?)(aX*Jbup1#r#Z}K5#FEr=;^s?J4CGFN9EFU*U9Vt!)_|h0>FR^M3YD znx~%$dx{HAo@h4n$^h$Tc*Yl}46GHd<2)5{g&L+8&=yPD6p|s4n3~4fe~~JTp^1)l z2;<1EAg_)Gt4F-YH_GoZC#FsGxn%?Pq8chRR@=bZdjS)O1Fs^Jz}>+Cn0POtNh|jr zeu_qIYx|E0LwxsdFVL=`hGlIIPlZua>wB6B?BXV75nZimaezhpmj(5jw$f4Ip|~1E z88>9l1;!t38)%D*KF_E9f6E?!t!R$eNM@FEX-waSZTNf&5!L9Qx+)zZd}Fbz*N-!m zL?@oK^hK|!yU=?+mVpHyr?e6dC_O75-K=_Pn+jRee8Sz{!#CNCK&?Z>eFx;Q;Tl`l z-tsjb{ag;|Law1Rl97_lK7OGvht}1d79TZUp~r8m^>p)(C!TUze}8|GqNmr}u*UI& z=vXj8h%TwtvN&)y=qZiXTqPomiC9R5%Ub5WzOq)yjrmUh%ke?`#h7(uhuzd1E*$R? zr%k8_L~dJF&>Xj=(X~Nku1V_IYRx;s zClAim4BxPZMqdtje`ZXEZYNw*O-90+SFVg94%rrT&g@_2o-23Gh&R8b&?#7Bz26r> zd{0rl1SgUbCzy>Bmxu;Tx0s>jk#N!1%VMROawfz0)|QIvOgwY~xWjKD;=!@mB8Vib z&=qavV&uhl6Jp9n57V*JzxK0{0wvs+^H_A#we|dSP5HClctzIh7SJ0E= zCqM7;ckZXy=^1|HN3YL)i`A_Yk*rvlHf0|&M||lSaJrtm3T6(w{!LLEj#}l~89b`+ z%B^rX37kAJ4`46qW)JPSS{eJ{%3BfHf5Oy0^RY1WcGpnhMz3?Cv4_B+Vb;s*M{Jrl zUUvv>47^6`e;eJ84VeUSFcCQZS!&aJ*I&PBB=Dge4R^(jPTg$dKzKv8&mxir~x%&k)ykg5CgTR}aMIy=#RJKYMlYuyh`FPlk(T8O?ly#7=3JK)nCr4X&<8_zF|M@$Q)q zK+m_tgW^kMmv1bZ2H%`-*#^X{UAvxv zV|JUgv$nmrSDwVa`|=h+C_H%50=MS5# zJGhAN{_gP1ES?&_IuoyMr(%r(pBxm*eyG^4fYgd|O^1W=my??Bh;YL(-=ZV3{9j~{ ze-3#sn2cXDD~q(um60Dc(N_Nvs|&CqdZZ>1%UrIjy$e*8wr45$s*A7oD&Mt{bA&nm zKJ{}2@!$>?vAVD9UT?Z$zw>T=Oy(UokSuj;KNz`Q#u+=RP@kfATeMlk_Uwgx7yuB4px=hD8`1o^^X2Z#Rw zX`fIem+?da69O|hm+yK46%jKyISMaKWo~D5Xfhx*IX5$xz}Nv60W+6ynF29?DTo3h zDIp^`bj;8t4bq*0z%UFjFw77`H_|OggGhISgoKnd2qLW@5+Wce9se=TIsf0ecddKZ zto6;e_kQ+%_kQ>De82}Q~&E<7%9#IF%~f0e=9 zvI5dd4&~qgL!w=Xe)T60cZNYR*Y3&tXS4Q5lsnSGT3P=Z!phZ=S04#?a)l|& z|Ak;&ME~*Gz|a6ekccq92p<6E1b}%!ZFzr{*Yk9Q{SJbExiJ%e_ z2L^zC{r>&-6hkj76cXY2ANcS6@+v+yR8Y|8{4?>tW3sX+4}do}7{JXZ2m*k?!eD?f z=Ee7)RkR@Rzg>WT{*$VVv_=8Ipg-MWuIXPLyZt2q+h1|81O8b|1BGEN48ZmulAD4A zK~T&C{Qph$-zon$hX1Pa|04N+H>Bu_K>QA~{f_@1VTc19;rSPUA+0MKBLH<2Mh3|L zh8n{Dh*lkD1$TA$@2D~wf)RoY(gs6jZm<9kNZ^kj?xF~P_kdYx!O>9LKa~07*Z(Co z1RM#|Lbb!f;soxJ=!ec-)P$5`(vaKz21_|1mVGJfj% z2zxTo`|Y@3 zVd#tsRB;Ph-F+B}CQ}garuvd%TvmzQWP&}hIDR#w*KiZh zKdfqh&|xiR%{5QFE5L5E^deK{Q*b?l5UFFPh4%2f)gN^=2Z0MJhm6;QG`N8`TH`AD zccow6-^$-tY6a0(A$rP40Q$@Hk95zFV6nsWo70S5`h2ku%BKgbh*pQ28Tzmbw#bAQ zc38HJ9$39FDfNr$wn_X{J#ktPnPRi~G1^qM27zR0}^#r;+g%V$V9ShWpU!X%NZH^2@~v1^r&S%O3M_YCr2w zj9Hr;XLiRF6{pXMUq$#?w6NJfcai?aMwlLNtn~U@Nke$M_eP22TbIe1;{0sUy3fad zV=3CKFMwV7X3@9CN*W?qEAFo1I=$4Ryg8}%Q}#J9q?#ZczGsM_+-Vc%dY7*z(W7M! zpqhL{8hO7ebma6UNE9CC(_8Yb(@2<6ODA89^+ON&7Nx{uS46_26fPo3s;13SUSH0@c# zqPKjLix&VpFPHc;H23E1pBmO}8oB$eZ23WXL!yLhxEJh}hF(lA7f%jEtNMlGS&p>{ zUQ^Pt;9RYZxzV3o@R}#`;dr0Z^Unp8Y!7{Ej0h#;VePg^K#7En5I@`QxHe^fm)QGq zH`1q+e_tL?OkmmIyt>={;k;9pR<;YYv1?-^E37CRs8C#HL$B%c!;8=P6NC2D$_LqQ z=$TFG#G{u9*Y~8qn%<4IF#}wW(kloYU_BP4S>sEe!(MzK^I`6&9;Td(C9IF_E@(?X z#Hnwgu}FJfvKKFL-^qJs<=tt2z>B-QiFO_3hY!S6FnbMN$X zu5NN>^d-%SRkQ{B=bBJRVO@}A`V2UTODwAM&P~}so^S0Cqii#Y(!>nihU*6wn6Arf zN!jgEb0)M~H)1YICfys-a~{B&BcjCX2xb(uD1?-1)d^x89zQX<7S(ot!?AL@S{Ifx zDG}(;d};WUDc3R)9GMB#xQJA~e} z+8Ro(yF}f$>&<32#-plZ9R0K7f|A)a^hZ*2*Vh+?DM+2sk5ezgd(>dBJvKW&u4i8n z2It%{WTb23)9AXj(BwdM4e(xmX3XdOeb`Y^_idGR(QTaL+(|ZnlA@|&K}&%UalRJc zhkNwYG+kswxN?+ERFq~PEU-S}8`OK4b1wwpEv7h{_RbYt$Hbn6yx+AJ>i=lpgh%>8 zp(e)g%iJbTQ44s~W9txkicH(XHR{W=iy)J#hRV*De|eSqvt-MNJ(i~Ri!fS% z+vA0%st*rsmx@w<3UDM%h{x_YLpdbyh;iLm*>ay9E-UAPk-GU*d4C}&8=o*SJK zR1kQ!A3icIl;-ApNKq)jCmSwFg40_(F?`@u4&3wmDp674F(P0wD1+)A%|TRkB8P!=Exvx!kHwhB*&1$3J+O-g3kO{@nwycM&2$2yu^T; z(YEP)MKfRg2uWO1k%oNFLsp{R(uz%(RP``cMK`S^Uc)x`%S9FOJFD5gbexoo_2P`D!LW{DzA zgM8^GU-b(Iki;g#cTIpQY?ZYLUf~7iHK!nn$0r<5 zeX3a(Ng0YoO&%P}*G&?rA~{}@5%;gJsK>0JUl5N1NuxB!LR%zO`jb1q+NbeSlDi)G_ z$h>jzvbtn0cBPd%h@q?T(RPmmqsFXm1%X(TA-+WSq*x@W80stmd_yF1NoY=&gv0ntx3V_8bdqjG4CvzAHcBv(zRj?rYjgI`Ami4`z^ z9JbAS3E@TxcDz`NE+HH#ecvc?fMZXbJ*`99zbm%=Ch;3Y#qLpK$Y|D#9GSy7omIxL zk{03QYX|7FLWAQ=?XP=5;&ALzxGh(Y^Br_%>-?gGo(TKKNOBo=)sc(jtI@>HqhdcO zebmY(=*iX$^Bc>ws58eJ=X*B%!FKn5HB#=g22x0Lh$ri1%`NvN(mi|0J#JKpzVx3` zd=MSdjx|Rlb#o}!gpcu^FDJLwEynYo8(V7gqKa$x-{CG>8+?jA&TkiZH?S`NF!Jw+ zuV$}%zsE^n!;LpIOEWZE!x7=|#g{EXpCtZ9`8{l&+;xS#yOXs622hSF>t$hZgzNpw_AA=`)Jswr-b{3YfahYm~-;t!Ve(;ojW?F^p)x-z6JC84`U1?f2K5A3NPI$`2wN@Is%u;D ziKq=!)}td+90^d_ZifvWkba9{;jV=}G;52UWW*|R{ko$Q8SK4KMr+RL~VRVQ+i z7)7kK*e(+^Bb<@HAgPR0*2CYg2{dAY;yW|PBli8|8!hYacZ5I~V znjdRjmM^Zw0sj?V=f?gd+u91aY-*m-uWQ3=QpZll{lv8rBEpQ;7_4^6*})$tDGJJe zcnAA)(ld(Zx|*5qH7Rp{ze_)_=!j}~L$~5d#^4R!R_rYsCP?mn#vW;=s2UjHtHN{g zUYcQ0z>9Qo4&46Yt33Zh9Q%7*fuP+&%Fc`iWyq8WUQXG)$kQr%`sbmJTA#F?8|1p+ z7EXUcP)`+Nh;xXzI(_B1rP?`yD{voLshlS5_QMVu!8y6Xjcc zdKdfL{BNi|f_l*h!6!3P6du9jDa#5CFB!wFDJY_YEqG8Sz?Ni4cfa&qYF)+ zjy$|~f6&)oP(E_u4yXZVlmC@KZ{W{mnooG(WFH=YWugE!v$|oy?PB<~{<*~l zp6Nss>$|Isq3yN@%Zl|M$J4B9L}Z($tY<@d7K+%|vFfUS(wMYkmVlPy(lotJoC#)H zjY2Z-S6mrOdwiGhg0;jRv*F>}J)2YFQ1OK@S?J77nrAnlNd|gb9%CKSXBHA}daEyr zFv@e(>TsQ`0J+PqD#>)FK2Q0ZkL7B4^=c2>uP)*_-I!EoH$aO3+RfIfz8@3Unj%!= zvSV;6g3!W$%uiP~b4%}fXe7xP$ZOf5!?YV@s^iG?W<@3;yW#1hgv6z?GzwGAA*<%l zN_?HzI~ja#8h76z6hCL^GqN_Vc>1gjDq!Uuk8g# z{@z}8dN^g?Ax0if^4P3~9e-Ju?5;?E>);dSl6o0i_L}b!w3Vh))KT}=O!HV0=8|>Y zT8^%NfOM)U+TSCWSpjQ#{xt-bv;v|r58FP*P%0714}gq4ZQ0od*Twft#FL9to2$n! zCdt-4xfGW6PM1C!ocF%(SMiS^89DAfAUIpm3;vCl@zUd z7?H&w_G!05{Hy9L8;@ANK^r-FQa;b$h3oxrfLy=D@4Pq- zzWR|zfO#Zzr*HH%%OhHc_?u&Twa4>Z`0KmTj3T-uS-BNEP63U{vg^?dE5j#N&bXewyPEu+1Oj>`(W2T-;bZRkwUv)Ss9ru|NZkb<4>+~kd+TIhbR=H*AVpKz#0}3(E zSEAhO=Zw7{Pjfr1xRJCENU0X}+2`!O6T-b9JM>zdYTuQc3pnyV8=ne6$E1y759F#p zdi$Wfyx>P3R_6RovfGzR>9Ir22ijtJ11}jUZhr$!{b-c`3|?MV73(E`;Cyt!b~qFM zJ=o~@4slt14gc2}Zd14*6QZ!X2Qpm{4QKUI@5+$cCOoz8H3hk--}PZYx<}0pO)5x9 zoivDe$7OJQ3h9nCBCgFUq)2(OMhgz&T2$%UFA3K?)2S~%h-oZnEe92ny%*c3C!yIF zBWZsHu*l!IVTWzN|25}-wXwqtN5v)r0#1$oPEYQ;4z7Z<%z2;B z7Hvw+F}Wr-Z-=~Y%NLi9t_M_&ewVDhAy6Li{Lc43nj&w}Lr!_4svLp+>;8!1SJ(45Ib4}&)Q4?Pg;Kdz zE(+-)D1>@H7ide`Ss&_<75${u>-?d%zTI0iM^aBd=}qWD!q|&bWEY3U*11+vmPq}Y z54f=d>J8$#_uK-1Rp+e{gvWk#54P)SL;m_3Ra~Mh>oWD3<%3{$iR9q02h#l09c%46R#|;V&*1UuMFyD z=bL@pgTK*4Y>EWSKg&BFkuab4q78>Ox-7?qC8b}nGi8kz)`*K!t{#ym`tVSj-$8 zty;!>H%pg)v(hU214fTLmu+VBB+Cv@9-f#~B;Pek^p*#2pec8yR4d&s0X0M3SGm(I z6Lz07)2=os!)8?mZW~rP}gOX)?O~q(%JLUNBuf znYh%?q7>{*S7pMU5R})uIv|3lq`J~NKL|xAa@p-lRQVgxXj^;8eQixL61#Pf3H*Qv zNE&$KG}JVEHNJ(+xsyml_r1NT1F|n+)zM=%w&nDY;2vp9lkGi|-q_Ss;UpizGc2m6 zSfFu#?zh>1F9n;Pw+}Qg`T`8daYpxpEGNpq+q1Y&MSb(m!|?a~Z-w$5QB9V`>&cK; zHk!eq97T}m-i5ZhLFFwzyK@5929T$nA9317EA7x*=L$2a?k0%<`|}u8*{p_3@4j09R&1}WG@(Im z(7L64))5WS8?+R`UR7_ZQ1NwSaP;rH^JbHilfHl&zM;F)p=)<0EjpEE`pJgkKzKey zCH!nha*8@#k`5>I3Gw+5L_R)sXQrlqVKP?QYX&dFX_D{#%xO(@a>rzfsJFqfeJ7s< z_t9XTV;|bE|Fbc~<0vcH5z(+X_E3xUR-<{AH4_8T=)})mx#k<=6;!~G#M(y}^;cu} zA`7}=ZgvGPCC{l`JLwiROv*EhndcG;k&J{FYXD{L6qr#?FRYT@f~ZO-ziRA%>!xI%pHZ zAD-jXFEkqRDp?#6d{I!1tY6&)A3G zYqI`W!bzvLPcCP5?2+ccPf3b+2NKG-Oa}X2Oc#th8gYG9inTR*(h{*jx$gYZe8w+{ z;D!@w`qox6K27V>6XAZdqI#oktZjRuADwC>APtCNY&GNg9Xc>{K&wk1Y3p z0IkYwMVIkJ0TTl=I5?N^dIA*?IWP(@Ol59obZ9alI5aXbmVW^h1UWP^IhS#n0x5sC z1yq!47dA|bbPGxhT@nKV(mixZNi)CzgTo9lG)N=Tp>&6oGzbz(m!x!eC?(zSq368k zjsIWk`_`=W%(Jf@_l|4d>tUwX)aH`5LRdgR2sn}p$jvJPkX3sDp+n($lovyvmV6B8H#|5{D*<869j*ZyvO9g$a_0A1RS930s{c~0YE_!ppXbJFMyAi zSNLCs2qzJM9M~0V1yJJ#C?ntyXB=i(goB3@)W#Nhf6TvL0c@7+0HCn2(9=Ke0BL)O z6Vwt62dIIOwh;UK6D`3ofHuMs3PF1OR|qySTO`s!gonq?&5avu@63&GvXOsae+qDe zB5eULAkGjcSBMqhcfkO4us!6j%D8cu0Xnu&=f7}mgf-F)>;wVa12Cv11nzwA;R3gU zI05bt2WTs)0yG>T@V|^z|1x+A_`5d%AUE)zaDRLM4g`h&aRysjBJ3T&a1SWl24D?^ zK>!*cRc@p^@+klexB6`ehB<#D?)|~8U?>c1ac}S^b1(oTtpxzz7x;I1&X!J42c$E% zGZgl_M4sPa?z=1xw~|HJ+e6?;XPn>p$w8eUmiKM<;Q4E^uiywbxYyr;H56`T{ksS& z7Y80)IMmSvq9pgX$vuSgZ_EaQ1PJi*@(Ky_10aq7h`XgN&+qU$9u9wyKT63A_w=$tz+oQ$HvcnU9!)uEgO}2re^vaCPDTdd4)Ef7 z#tY!$6W|2^f0In;{>6Xizr$#Pp?|0GAHGU(YXm^}uWawz^skIv|0V$2-^;-c`0rTi zhovO$g)ygZ)vn{n7t_)L?rk%;Rr^ zd(yff?-xJ~alZ!e|25Tz{I#@d5G$yQ{r_r}kl_18kcQj9{%Li+6*zNh3L736+%{`*LIxFy2s_lofe z2m-)PPGAq5`yt;;0st@I{VrNT-2admz{3qkAn#oO_vQHjtPxH)zb7gP1n@u{UGDpS z5C1`cy!-$joBw|hp96UQLwiqN9>hQ5GvRv)4*9pt3*d3Mzfj;Xh&A%xDDZFeFEacC z-$(X@IQP8s*7mP7yTcnRuGGHOOXs|g*ez_Blot%!6WDecYDaUf+ z`0PaT=X-w{F7ZWOjC;<1)Zue(p<<#kq@+PVA?Y7s@sim}P<}M&RhU25HRb+UET1kD z|7qeJ7ZLXsUurq@ML4{!z0$RR`U`L^>pdWd^+^}$T6|?u9hsREg9dqdqggm9vXcK5 zgl6lDwak3esa~tKT_W|2@b~IFz!<)P?Y3WitJi;3jpKZ8Ul-R|NMgfzZ(ZMNtB-zx zWTzyxjT?|d-qt8=ZdN3fCK0n3Ie^xp4^bi`dOG9!{`oZ~I9SXp;6Uc`F>oc1m)Gz) zW;<#>^`1bM_d%3TY3(odFH2*@lQ1_Dlfb(`LG?R}uZh2Y)#_27~COzYPGd;T2dloO8x_(ck!##EmWpAYFS4pDEsY~7k-&7 z&Kk)I(&1d3g#+t)=C>g#`qU#%Bt8nD_MU}Rdm9^3sOyf`E2?iE|E%NR^p}GVQB(o!g6lR z>5eK{WHAa$yO$7Fj9?`Wqrcv8`*6$l_=Mv4llY@>o}xYi(4>tU14!UqwA+Dp zD3f>joj*cLY;bch5f^vF{PicXbXp*9kvDeoomk@!`~8}_i>b7QUfW*_SwVk`r9b?z zYilbiQYCw-%q5S661FLD&HA%2joyDbdhV_%_6#^qb0m%&I#)!QA;cFIO#WQ&fqAQDn2~DA>QACzjjg0!7dQj3%+`hJ?Wj0=P-1jqXXxMnB@ywOpDAnvtsUfFg zzqJ2vcDVY3I}69o0)L6I9Y_8MzbwI#{?U*^#UAj>3|i^4rkavhgpQOk^pGWYKEWP{;8V z97|{0tvP<9i7CrU-B`9hHE(c6<8)$3Dqo+^oo?&7BfYBC_p;R|i0#*FKs}y_9vN|| z%HzvjdfvEJgKUK71=D}-#qe3TA9F|P*O6Xwx8;RpJ`+T7`y!ys>_$?__8XzgRS>RD}y@AG)y=acz%QlxHY-o)-%Lq!jOA zjay^uziCpswpG8ZnebZEAOR300nt@mEywN2F`=~|T3C7*)OLS<+IL9R>5qq$Qs$M~ z&si|@PA6ePfR}%c$~fh!s=p36K`cW=Q8Q zo~6S?%e=m|;Ic6`OufW}gRtTlu)|T3P=cO&y_iD85w~{eJYrij)BlBLA${ws;*C(l zH6xuEP1Gk|yrqARZN~RlQ`@=|^ef4#G;KZuBQxl*r8I!s**xhepaZ&hpZGm!8IxBn z3DwjlhZQ;vZ|05A?LXc%cn(E?e6b#qz=|(Q7}}I2${-k1dNR@aGSohsdh9V6bJ{(# zP^zcd`~C|B`!7f+>M8P@8$prX=*7*N>D*h*su&}F?&p6PA1KX?24Cuh5B*_0* zaZwZOI^s#CJ3ww$kvTxtWmp2FvR@Xz5Y~bgq+aag`MNMbAG9 z#s;$~YfYcA_+A=0PhY=PJf1NA&3O6d0{l!1_^6`)HK0Uz#ZfQ6zMwxJ5a(?AYB$H( zDk>FD;2GPB{h%~=Gf!lKS~bIy$|Q>TSFsarSbl#_aiFWZ+?Q}Q1tDQ3B~|DxOT6@y z&68y~Owa@Mjq<~2kVfsHn99TTZOwr^jVNhp%0AbSc;AKZupE}n+H-^T$r{$_K@|O& z;q^e4mK39y(L)=EsabKn_`_BzBpx>@xmyKR204%_407Q+r1Ue`Srfe{&oM!oCa+N1;kWW zrppCHOe7QkR%uFmu;qd*X;jY|mVs35;CdUoS1TV9!FxZl3DzBIe6zq|&^6Yl~yRjB`9X97xyEa!a%^qvFQu$-Jp%S=~GylV!Q+TF{#(}vy zRZyJpm-B*AsjuyRs%-e~+!57$OL4VTZcebbPXJ3Bnx8H9cACS}7bP<+S=S3x^pEWO zGxk?31Ib2G_LFf11HwH6h`ry9Q;n40x1Z>^hQ8G&pW_P5ToLPUN8lf4xHDRitFSDj z;L1>bX(j8E34|1EL4DE@_zm1-*25>M3u9`K9K>Hu5ylJt(dE1*Rio-I!Shx52lxRsUj09* zvz@V^1KoBV8X0DCxP=j_u%#G@CUkb^6Y&=z{KQe#bQD0P@2-x=kVy(w=R9|o+*O0& zr=7h{w0O>HO^JuC$k~AfCEd`_KU&qVP+8wsND;6#=U2HtW`r$)bA3Ug7-I(wy zeWmzPcde$Z{a~jr!~*0p>_Jj`#JGiRiy4pkBQFdalVLNO zL1!zPCQYt#8FER3$^mfLJ9GP-ENzew8p=cl96v&O;1IR!?5?T7q~W6#B|;X9N#u*Z zZ~J3XArbzSS(W0PIq;!>M)o_#A^n)o%k3+{YK5v}+KC@U0+rvYW-lwq-i#%99ldZ* z9H1UrZd(VsQUavu2Wc z*Qg1*e*f6puFoyr!O1OFF}W|l4|?eg%Z0aYi^@8Hc5tvFTJ!Ix%a9e<@)veU+9pz(2e)TEp22q1Yjm{eOn8;RD=4R53xHdr*6Z3 z6bEhM!ua57?^CT{b9RczV@)RK_%TeGb^+CXg3)sxVne-Y^n@fflcwhbhqd9Q02Q;e(K;Crt!KyWD@=Ngvsdh zxC=hIDW=GTw?wF7#O5`_GvVfbjOvJ<7ouH3MyZFmVVN_RG(1GhfbAEr`O4@xG47|J zrI43_9YIJPHMv0hPkL7en$REyA{P%RbBL1fxVWs6XP52rO}W#%$llfI$^e6JLfF0G zqso$2+1DVWyw;{xsD{OBHc<)4sGZl`~vXe$g_ z_&H(E{2#3|bWOh4#`n^rm8r8yp{KS@MVi|i=RPH?PD-30u|QdW&qE(I&GjN{1W9Fw zGOw={{rOBX;F6izR0osU$pg$aoKOXjG&AuQhdBD1W!X}GXO&Vazgc4)suXVt(w1h1 z!zCIXw7J@I8duVAb6?6}-Rj6d)8V3s>Iu9yP1H0Iam1Wo`A{)CkiH6&xjTJFCEzv@ zf7=!pc;zG3$CZw3nNY*OON{g_0@cl2S~KimA^*vyzU>rJ)g?_+i3&(!h^^-pC`0)D zZ9Fue!~2pZo3@0U;C~M@aW|}n4o21K*GnLX^S2hRQ;smJifN&@g;%L8S%)jTRMd&o zDG(;NxSNm^jqCfEh|cSrWZPaE&`!N#D?E_qEN>fYLtizqkBs4U*++BE(_yF4D`x$r z@aVz9Cs94#*HbSoa1U&U;3Odje@g?tW*Kwh)(#(AF`S`g-yj&*oWZ?H;gGzQ-o7lkl1^=T6S#TkC4RVDE%)dETR(RZ$r;1A8NK@hPn|_dU@+yJN_8^Zo8#7_z`q zPGMveE-_xa!`mQwJBwr6CiqA!>_2U4oa;;j&sv5VRQAqV@BzntG)`^bvEQedi+!05 zat4^cSWpm<$x7f|h&Vi>@mJm(aX@Oshg#?T>m}lcR;3N}y~dZY0DOs#eM^zEI_@rS z%9r@5Li$6kJmXOz`O|%)aI3T0g6|MYNy&vB-uJjybb<_ano`CgU9?x!THgp00u~iD zztaz156Cd={|2y;iEbsT8s47!JwF1s7HEx%QbrsX+r+KNj%nRRIW;m1=ZN%2uh7X+ z9vr@Oi|ujjEVdQ17cfaJ)0lJVM~XN5*IP1%N{n6v=(~y{N3`m{y*@aTar{LHdzSv? z^~jTuYm@Y7LIA$o64{VwRvzX)1qJ`eL7}1)tf}BWxe74)2**_3qpSW~SF=;*N&r+_ zCv;d2${3w0twxUd#hapz$=^L3jilaYSf#4})qY0+C=zMuiFM_S`1o2Athp9;0~H&% zq}Gh_lP>Qr1g+JD1Qo(3`Ja{^(#NdI#AoP>ccn5VlI<4oOX;^z^fa88S;aBb=GgyK zzN079dw^l3ygC8s@%gOB-OWVWi6$SS;6sh%yHwJc=!cfsJlhlS=?wHvIqHVJ^SV3tYzjs=KEUdy4-gG6L#s^ znsbZh#q{UCS;lEd6ob%6j)oB7d@+RuEjTUdJV4xNIO$Zo>PJYp3HZo>3w=BfX@{~( z?uTT?se3DOqe1iJoqD*hsePl~Y)T2KBIyFU4)meU$Bio-U}F-^4SW9+iOJ6NeA;}3C;fHMO9zDzvn&Kv`vHR)8Zc? z7hnV7%3(3Zv1!Bp7kVL#D^(~&l0(!JVmv**TZ=Av=_y&AdEBh&8uSMA}*_k zT%5_(-Pxpv8^L{hWx#CZ%v;IbF9kL%__yT)6OkM=DBZKe6211il#hB6#5ajcF3NgS zvys%VHlJv|`NsegPCGyC1Xi$|vj$cCXaKJLm*V|*(Xy7sYrMv&-7#1HoxG9;cL#q3 zyO2|lC=M&l?$8|9n^s>H;S9DfzxzQ(TitFX$MR*^0_%$QvS*tEw!JoMxK-s-QMj=z zoF6@B@FMn=_J0`NdgH29PvlD0m~QKn0iSeBXm$jpCwKDsr1!m&ZZ5xX2 z3atDl=JTa`(C}=MtHJ|eQFekKZhRuL_~=Oe*q0M!vo^~bH+oqO=mdif;#BfW8RI{@xY_IwTx9?OI)QUa zOnFGp)7aIW93rhXT$8}}k_~pvxvPV6FvJI_?cr84u94n4QgXp>{rqV)z_0v*NL1z+ z)bXe0PL;y`&ETPf`=)P^9t1X|)D=`=5SBfkgMAOsAt4yE0?mxIA93|xCcx^1>1WZD zu2`?MvPAaDj)m(<32I&j6w#;x<5qI+=PCSP+Yb}cOGZ?DiK4~LN=(k#^#>jvN>6Y6M_PqOsa(Mn!|{KvN>S&2;sb;x zy;H@smU`cUd%367NZmg-?tmNy0{535!rm!JO>!HBG3;KV=>lu5_v?1-ubdk{2xc<) zZ+;l^E&1)Q0#}-fcHgHe)V-@^+Z4uSMj7%!!)6@5lV8>xWp55hHoZF9<|ZwG0Y^S* z6NR$~4>b_m|7P+o;Y4qL_@oL*8PKf-eY6>tN~!zS_&gg?ZCRZzMgb&0QPCr`-n^dq z>)qkxoirYqUK|}D{A8*|qN2_4A}0?r>>MUrtx;5X%rnd$7i(>YDmIV7#`cbNm9+x< zEi?oAk5yMbojRQ!KuX`};H$k8N4gwq_FJ%=L_*cbkJaHoLJOh3kVNo4&#fOq;pr`W zAx-tXR|}++-kKl88^EaIAMA;qs7|}Ky*omJnN-k^>mxrRHiQXmQM=7-|EMoHFZFmx zdGeDkiW$>D=8%)ZW|?d{XN{94{MpU-))zSDVhTIfI!d6Qy&?-y*T`HKaGu46zi*I` z%X4ovZdY1nW$vx=8k!TdvhT~^Ab#}A#?^=CF2R$=ncHip70D#R z>G#lg`q~zU`Z=@r1KbVh&iF=RXkvAK6|~w=rBcE{RXcV=yqyOoFr`S|qiiQ%&cK&S zo$~K(rBAVi_9GB1=7RCy<7BV8mn;OT4?gH}D`}V$Ad&z!WS~D$_#6%YCqkeUSY7G@ z%enM|{Sm`>cY^BH?`84}j(YAgh2|h=WThkPUy}J5ZLmuO8CJ9h_FWcDN)AA@3`Hj< zAucG%wy>>?(UAa{W)nlW>N^~TU8=%hb7Rr+0pzeYY!T8VSyGD=l6c6@RzEY1fNrWZ z1#xgFz!u+@0?PM-@Evlri8`E*XwW|VeE?;%wTUpFt_IAWEDuR9;)MMQ<=?7kDiPA8 zffNYLov@hQRJkq{*2COx<7RVF4iTCwd&|zFWzDGqF@XVR1ua51Qc41^;zP$}_k7F* zm1gezpf!ADA_3cBG%v$xbgysjHwyBo-5U8+K;q^`ZC2#tY#n4+2ncJ<_4#E_zu*p2 z-qEcBAF`kP=eMa?yCpWKjp(-4*?!y`RW)v1CuJPU@dO zkOEHLq-SrTF_(o$I!pM2uuoBBY!Y+XC&Gtmvqo&bX5Fc@*++kxWs|~*VvOmJ=$aRm z=1Gg{IBQpef|F>fZ)iNw%&%L^g!ZMWT=+f5r2bbzp9NMrOHZ6M z_6fhiqp|5~R(r)URo_~NXm%vQ4ZW>BaANeg7UT!3xY`Mv&h z?#1MtTIOrK-`N=zM*rF@BJA`A(xwnKnyq!Nc_n7KSRKSzD$g?TFt{`@972T*qzgT} zlnG1CY@BRfQxsBJsZSPS+Vgdq z0yWldRyZXGc~J@dWNKw8@kmPkp<#h0IE$~U4;B>UJOf&rCE$~ME^4iy(Cwyb-ER7li_AWtpx&CH~;Y|=6 zgF^(xD$rZynN39NT`Rij3vp61jqmkUyhA7W<@ajG z)gUoed}DVuWOMquD#PVXc5T`BFi%HV=JsE##y zIuxawtX|D1St`=v+0T5m+wv`ICWNI4&dGMbtQqa;o~HqDr58S9mV)y!BNIO-kj67% zsHNJpnL)T;@UcwxAUGwOH1KPD)BdyY@H1!%bI~a(_JZ@?;KM6{=ym!|exBLP=*0lCs%p3dEjyvDr>POZrRJmeYqHgvmm7&%-uY+3>stie z!#uJRHrO0e;J4La7F(vjt=ZQl*>$1Zqm8ZdJ>`Zd&aIWVC`+jtVxT)P&>z-U@}(lh zNDrD4^cIXzj;yaSa5R^cEK@2>w%pYl-Ezv8Y%(wkVz|?f_cPun12;2+3U&lqSo|Q} zoC;9DD!BWYQsnZWhSL#k8ls}fPhN8@(&}Wm8s0NZkEN0*&Kw#%CvRtZun-Ly5K7ef zQm|uHoo>o^gXs?CJUEZY4yd@0x2pJf+oyeQ^_e z@dX~sa2Vz5y`N1N54*MK`}7nTEARaFSgcB5hsSY0XFQTJZjctm>jOtN?p=k!;^Ur2 zf$07vtUJMv)aKjx z?*3r8W4bVq!=OsJVKZ`tGmEn$$@5>}X2O<^|0Suonf^mkp?_m#|9`S~c5ZgI|9A^9 zz`3}Y{}-iFhgMb5YbcV2?V{Er73YyYChmHQMz`3)rV?qSj*)fGX)m#@awA%?AflLxf=#x`|;VcbBfJ{9?@bYROi7d$_7_@ zbOaeB1wt}=i-P0HgiVbEHTE&~Eh-M$TIk~&gODh5E+H=D6XbPSL02FX45vHYXCgo! z0LCOtEG926vG2~Mhygo7Y^aDnjS}t}LUu#dpQ|tA%!U9u0`)=m+y56Y<{3RQ7$gKl zsBj$6ZEP8t5uXdg1QOs1o!;lWgAKI8Uu$#-kx`?5b}%!85KZ?J?7WTqjCLD>5@L2B z-rWA}->2053?i5aj}JbWgUGhT4ub1Fpaf(hesYC^e6`~eiy_=zxd7r{KZ1llkb?US zEeko(F@l8JK=r=qJLJ|S2Virc(1QI-w)g?uB3(W+&mN_M=sS?E!@Tbd_;B;e?2sZi zA0G=@j0l0(!>{2lq@8}QFt15az~6LgELS#ESV<#a(4Nz|e?P@c?^VzNelZJZzmbG? zJ}dRUQDZF`(6>H&2GS|P5DB(c4;v7Apl#b{;Nin3f(7=mI2jVJL&G2kwFUZ7w7>wj z!Cz1$J>$=>qK=!E_PMm(kRH_i7|{TzL$@Npg%WWS7_$4xdp$(}0tVVnY^a&bx{eqC z_MSyxAKdY|vPTso3;|{za5ESP($|v>)STa}I|&zb{`z$L;@6E$E3Qi}Zoj??{z5D( z%L5PKQgXz}Ep0`|h6xCb05`jim<9lI<^a;qa|edWA&bZ!4m>p6yPN}WEjo7aSHOFZ)hF*hVDeN$_XXYe)j&uu$XK&g+ROM1omfMDk!gsw!uKP;RAz(YU|FdrMJ z_X@HMyfa~UR{JRs0_Q!CK#w>=2z0-Z|6fP8^I?LR6!%Sh^@@7vPzGe`=xcf%GuZH5 zO6Cc_5jNA4UsKMcM@-P=CtUdG)AHhiFc${Rz+PMiqnx-7z_IQPL!PM!h;0KyP|=_zCjN-dHj1 zRM7*C0|iU!$}bgxCkdIMYv=0 z-R@J&@GpyO?a;U8y4(8IdI!`iRv+x{Xce8YX_L<&TH0)S+@?F)u!QGz3Bwu!j&3QE z0+b-BIN!W=Q6JkOz;@?Ig4Rrw=!Y0@v-S7AzoThV2N&P%Nz0NJRIdH>r)=Bl*SRbp zMK@$F7w4#0PD5%4_4N~@;g|N>hKoyEr*ejy0^2wbri$2xin>P9m0am@#U{*tREe8B zf3FeFR?R>C&Qs(djWOd~3RHHDP5vOQXSF0cQG|if zH#0YXqaKv6)1k#bJJA;q**C(kU3_1$2n;nIxoej?4KHwd9zZ_os;jM7FQYyPj1OS0 zSXS*@pO38b){V6N37$DffgYBfg+qIDBA*e~Jasz9BkV1Gh%ldsBl0nN(p1=DL}F?% zn_ShtK21-f1JGEQ{Jg5r=V>7`-Pq|4p{_nQ-l8cRpEfty;_KA1J)_s&3OHdXi_p?^Wa5UPUrmxI}97tFdmM zY(CEYjdp|eR9_GgtN0i;?5%hoI?cMW`LJ5pFJ9HA4KNEJxTA=IcOH;hd_`Eh!eaQ&s%$xD&LPC8>LcLxF z0pI*-sEJLB4P9K)a@Ea8Jrn8tbG;pSX?L=ze@PO4rJ-Nc2m5bu`yvlT0 zqkRYEzj)5OgtT9NeYCvXSiOX(N^$yO^zi)(R%_}eRe3wnOH%x-eV$2Lb#?Qx$^X~4 zkeV`8Nm(@e2&(rvh|s5C3URRr(j9`Wtw=VEINHGR-DD1yq$`{G=U(4cR-R)bDs`vW zB_I@YKjq)cW@iWL`6OsTp)bvV9xv3RRXQ5ph=T#O7Zf!ZJ!L)6kqBjC@`7*|5;i!ypvR^i~RWyIS?AGOv!QIAWA%h z?9PNa)cGYHUU_gj%*fDbzC@XzqV@k|!k`v8%vdR**7`jL}188hZ zYK3+}f^0qkYQ$OuK6I?il?3}cUM7WGBTP=Yiaf}3HC8D03*)Hb)TuUu##R5MG`C;(g zs*SuR!N#4&B>Y08uwl%S@DUrP9{}h1p{Xq3Ze9j!BC!x}R591~g6h8Z0lJcQx1`UX z1ikmJi3p;>3m>9d6EEi-wCh7&i9ZiB`a(1XlgV7ajE;8STF|?vZa=XYKaQ0M`;HwA zQ@p91_086F)y+|Dsc3|fL|L&Wd3cjno`X~Nz}*72x@6bdH;1;GWUp#{3VoC5V1D8&ZE@CW^cj_c|6yS&q+qOV?mCzqi&{dkH=&F1-^CVa( zPyfPANznO-l_@+SA;(Oq@6<@?z0i!!;ZI7Spj zj9YJ%U@m6sa8^0D%nkjhotSFcYzZ6YGV9?r$;OW_Cig1@rMaNqQjfmW@oi>}q08@bhS1|SH_3{pl9_eY`wz?0fu z99?XD-IQ;g7Lx~rVmwG2&bc`W-)u=~b5=8L*MjR4i;Ax$FMLbm;(T0pM{L%F*V`QT z&lveVf;zA|yw3@v_mtn}?4XNk)C<>;+2?SHl579PLi&k361MnW98tl12%XAp?9Xmp z*r9cGBJ8vrfwr=d3T2FX-z#fpHfOM+=@ypev_z}xqHJdZk zkU@b@@-$;@wdl;navVtQJm{yw%K2aTp~oUiRL4%(U1G)QgK4alCK9keCQ1{e05vlUdoCGQ3Me$pelYEgxG$*u zg`d{uWZ^Pux^;3FQl1sZa=a~CbiVAl|0Ka0OEKzxPXAR!;yo=ux~u zv6x5_0HXfJ+UgvnPw=w1U+M_E!Q?2xD%nt{(h0xvoyY7R(gZ$eVnlc$<&7y z@04>od=W6DV~(1(+N~En6;4+~Cmfbc4VSr*)1q{xV-| zft$MuAd?osR-0Fj$)`rAo?`zH)}bnDPM z4A9^GBeg<~uWK=qB_;_PAw3#Q9P()+cbrRc$yD2e&5UCF1a6XuM~ffVXkD zX(SsT*68S!r@M8kWEX^k^vlTuni5iKHx}zCekeS(c=1_w?s7)KEL9av)k+tgCC=gi z|LDAlC61b*$YMCIlL!8{!S7Uo;<+Dl}6TDoTZrU%;7Bb+zK+x-0B7UsQO(Ow4r+xOk_vk5kM8s~ZjXN$R-b zJSVMzuA0kgge4Z_mZBw48!wE=jSG8PMtXPcVdey2)%QU)rNoV+5hn&oL4SYV|6N|N zO}o5RD|}&r^#btUx$#<^9r8@ZD~%rienj`dD(Q-hvwawQwy_Aw?5_oky7=A}T*@=f zh<6L&4r^C<_AIzViP>TTX)ic+EYt6PG`+V>HdCIN4ZEbT4$q%S!7Q4_^7!}owZE9_ zZptc-OwS$6dNMglj9?l6vL`)y2pvkcV7ON$^AtgNd#?-&1xenmwE?PI&su?%PFz)^ zvHcpa@P$qNKsh3y5^7ILdqzPRBv}OKwyd=8noW$dd z*-?&yl-2x%J6u=R$eV<=H^aFXlw+Nw9^Ec!Y#V9BnV0$6soxUKq!4Zx-@4 zg;AV8mt0B1KQ}>u(s|9Ysr!%nNVJxjv=SMa#Y4TN44)3c^mHrTib6(w;R%vT_7Bm> zc!jS!^PM583L5S7vYH0<=9JRe4@3N7m)}$-=1*xq;x*{Ag`8}1Kr9lQnQfGyS8y_J zU^yFutF2>F{Eh@|b`pUVHT``j&%JQhapLb{PZQm~fR+-Fi)@($DMIMHdK^K`yzBZn z3G;QVS7Uh6iF|k>N3%4ey~SO=bM+}}IgokZX(3hESd)8vk@OTtfJyOQFW0qsqVOKj zeNsgH3#P3lys+GY{GV(2eeZO#nV6+5{*G(jRe!4b2h3jOmBX&J^}R^$_Mn=VeKF7R zGJD4aM>PrXgxSC3{gHNvO}U#kW@!xvC%9%cfQbq`q(uKdB95@UpT3<*{hVn3UHNKMn~D|^&sy8tg%PkELTqH0WI`35g7)yo zIH6drDAh7x*Ia+Bw$RzlU4or#S}$;2NN^Nuc!HO7;#gHvjxLyp=N{Ca%o5j!LF1Sx zz?T4gV96jQ8biklly61q)PjasaB&|hc>2B-e#vG`bSge2)TI>)a-%8nq9Wub+rK$} z8k;2&d=#U3|7L%c{o$JGPezj}-m2{ZTJD)vPK7Zm$_La|RaUp}>3XM;PNx%reGzwQ z;tP;kSl4Ph{Drs9KPYtE5=f?Fd%DfPm`VgvekmlFc9F^04NXJ%*dAk{mhRiNyLQdi zD0XXvJ~JQ2Z6#X@igy~TYteH`=pi1QaSZ!8SWuO0+3q`_Jk)oJuzLLHdpQuINW7I) zyfz&t?O+;^c?U8hw);j3=7{P4&hIx>Sq?4DD$FpBX0u!o^5Ybg?YadXPBTOsa%JCvsSvJKBAND z$$Ck(>0@#|i9c8|@f01jE(n8{H8gY~{M6yDFmId5R7EGaV(HO2l$fpX)f*hR*wh)_ z^{RO_VzAXi$y^Ld@Z2~l@nbSwd659?`XAp$^mJ6G)}J=>rYj$JpRerM+}3k36OE?} zIBo4!{!2!*mXA4!y|KFS&*J*NFl6Pt%x=!Imw&-l7?7;vb_-KGFDm8=^Ce!&SL`j(bW&x zStgIEH(S!o)y|Y=_KhvqS4JOx6Z@_B;KDLmTy0{MEU z4O6J4g={IRak+~%x?GUrZ}=X7*lufLeAB$__89k-=^s)x0B4hO?R>T|UG0{kpICu) zHtaOkembDH#IHe7ni$MOVBdCsCeGNhpWJZIL-N;FF#yE`a|E?!htJ#WFSpao@03c) zrpOe~Od&7>oTvBz5y2ewA!Ybldq}ClRbO9Ai>!{q)wy(E9hS9|z>hm%A~II>>$s?t z#!;%m5Y_B*WrHup+zOQ$r%FQM0b`mE)Ko-al*0QrWOl*E3+ZJl{U}xa_dQpxC9nXX z5b{lTO}ARWR$h*b$0QXAh^Gh z5;jQ#)p{`#A&o)>zE~f4d5v9hq^8=LD_DqDQ(FDzG?DMC5R=sRFeQ~p^#uN?pj<=< zO?(qnTOu?06#vLxaXI=CdSJCQDzqw_QWN|e+sZ?5tZ}#%vK zVxqEB#pF`9ww;8b`6Sn6ak~kpZtPq~#+WVe)5UiwB)jmd!F17&#U3>Gyf_Mw8{y63 znOzz`?3GftMJTFuQZ{RIxxy+EH&~y1crACrus$>NDrcl(^z4RUIX;H5xu$qt3)aG+ z`o2Y;avV?0kv|W#^P3`3N%P?3t zo0u(CSsgnu%1p%bhp!jsCtM+q8|V7J4a*z20ekA(Ay&KOD6mSgPpHI0f<(eAxrqeh zxX;-}`QE^aed*NNj%~!KC}EF33FKc23!XR`sk~{pD+>bmC}jt^YVViyox1PU5-)dl zY>>v8@(k;GO-cxKW(v%S5o7mgKf6;Uq-ho*oM+@^iuHNSM|vg2?y%&E8a*rzlXVgt z!6BsKk{isDhq|xVM07=uv0k$V<|x3jJXwB`Orzg1}KaDeRq{HMZjNagzn2+Jl=%6Au_cQ~Eo3?0U5u$Gj-818cIM(?)N*(j^ z*d6cS3XH7>_2(8tGkCN`Pn%ddx6$K+^i>D~VK~|>%YU7L5@QS;W-5+{XK>wm1iQYw%b7y) zd<%Z(5jIzdK8p)q;C6+)oL7ITvdn1eD$?S_;vq%2B4hp#Tw_!qSnMI3mYC?Le{&Yk zeMIvyrP$QgdLD*(jOblj%*6)^=lC>V(_DvwmntT!6OiMUX>OX7FpuE1aDW%+EN-}WQC zCcB>2zy8Sy)E9qj^52c0r}0lUBw%ou`;rMj!pstuhl}OD_`m-`2Km7wfhi>HpPS3n zlbee|f|tRJfEe;=OJ&OXyS=~=kQxm95~6Ms6}F6&!wDJ&agBxXFNVekL5BhvA_N&C zf`J1If`Fv>f+F1@0!b9kW`Yq4A<7LC6H*HL`9q46$UU_H4Yy%xD+WZK2@8aphGz1O z7e99!&NU=J7{(t7<^sZX=o|*B4^%>m2_gLPMG{Wlii&OZBEa82B?U_m_=7PN9LJgWD`wMiKixh#OuS&O zokiP0@tJIezzvZU$D#9x;Pzo5b2s>NLH)i?o{z#&U?7AH4cU4LPhmt+K6!bE5nP`e zhR3%E4iRfn2d9x?P~IP2mlD{6jZnzJF7NE0ufD+_+nk(OYF)oC-1cOKhfCS}6XnE` z`zt8RqJThv4T0uqpfNiNl9c~`juZ3Iz5Cy6z|sGXF~9-zGff67 z%!mQK_r*S65FH%@!erC`%cA`Y>E)~LT_gD`>G(@8t{fWwb8YGc`ugixxSFYT$^Ztz znSUA^yrmG??&uyW$YcW!OCOA`usMSQmKXezHW`gpxpY_NvRRofsR~k#1Cf!3q6mZwz#;ULZUSE`~LjFVnVkROWsf6GlNK)?o27wq*F#d|E*+$e@ ze#k?7pry~f(3j$GS;?INPJXF7gWg935126moyT%?YTVt zg8>#AjXMmu2tB2H)iOT%xZlOg?7w_*M&x~7MpTUeomu}{$%2AvAuK(MFavkq4rSP&9uHYEOFSxnX6squ zZO?~_HQz__`Z+T8o+dAL>l6G%7Ohwu!hnF7DU6}}ok+U@B=d-rSt}4YZ4NkJM0`E- zBej^Fx6b#i?5Do(6KTpQRBIFVYa#7q$g!0M*wj>kXcN5kPhRc``c|RY@(CGE6`^@& zjfb&%&APCjuqpw;FP^QhwprH7$+z)$dvvhH{e_Uj`_99wI+|(iEp&uIv=DM}ae!j0 z4~>OKohHTOWtyy1gKWB3?Dk&KO(5PVR1Vso(?xqc7of)~!Sc$Fm{`oPAZg3$#8jhv zEH4aGI*9#(Lf?*7TNa8abc*4K_LB{^v54CHooS2YQu4i}Dq*)O#3HV@s~-U+Kg3~+g}Ewy&54%l~c4e{sJ5-EE#^`fdH)cpK`VypH#t$<@|ynsAw zCul|KaOHP2?Q)w1W9dpsQUC4SykVpCZQ(+4h)mq9mq0oC#X)-K!8(iBO}~p1uH0w z;NJG3y-&R;Go>HWPmOXp0Pf~Iv}?!$>+BCB=?6^^1@cVIlXYB0<<9vDX%va86Q)3f z14rzRl!}IyDODl|sFVU|XGY07pR#6Hw#wDUYKN$0;*8*=U@Ns_MEPM>oAqd4?uXlv z#V-5ceL>q96?0`Ry(=VEXuf^!D~;T?tt4gH4Gz!bv!kBRiwt29KQ1vC zuO%F*#}YNG(ymx>QLl?qZK~6b%v*TU1Ewm8LTpeAzIt4J7XAP9gQz$rP=SJYh-t?*^SsYiQOPm6mIGnk zk(%?3Sm*FQk3I=Z=4#WoCfRjb8FDp3evC5wY@`R#_w@pjoriZjMM6`BIGcWpP?%H+ z$^>l*ul#Kb=$w};OpXfi+}3FnzQo@R^`h9syQMg_<`0Fq0Q%Kum98LB8wmf!kz8_? zM)4Th%7E4%iayrP@loXO>Z!O&Gvf7mSI*&kCLshpe;o0g%u1f9X7PUeX=&MnTMcwH zfMV6WVcjZD&BPI%bwh&{6^&wWYY8}^6BM#cj5T`abDC^Cv*b;jP`L^VMKCq zAN9I1C`zLg^Rc#;6D-WehC_E{d^pD|P-t*uxkAkVbNEc7>=$pOCR`zE^Be>J&)Ud* zSPZe4`ayKFKPhnh-(<9g&mb1GU|mfv=yuR74$v3DJODDE08l?Aw2#2s7nKt}h2sVz za?a|}zFZ~F!R=YEf%y@f9ysHTTa?Ng`Jbg%7`)J)AeG5&Y8#~Gu~7 z?sW~1oPhGsL-NU*-UnXxU1U6in85yxYSigp0XyZ!(Lm=je{_pKBtj~^vBm+PsofN2Zn-Q*D5n=vvJG{>VzU(%N+TRM=TT(iXev^nIa5`D;bsBCyw-3+1++}a7kGbTX zMoxzn#%3hU0>uka+K^oj6I;;+RIrm=mjiz<<5uRVY4;$h=87B(m|8c}%~!;DDR1X22H zvCH`U;<*^r3kG>QxKvlh_o>sAiAP_|8UoNVTbrpl+@R1y^E7mHk6perzp)6;Yrb=R z7YimEcLkxy)O+%pJtgg)eTM6-vDd!Nn!l_=xU&ya@9tY>?3aA?RZ}$Es-g*AoITEe z(KIq-uMa0K|GfA<;nUDBVLg_C#Maqhr}|Oe3pd8KjK^NC@&~1wXkz0U0ghgQ+7X~W z8N7AU`X>kTs7BgHrJ|PcuN#bd@B*S^`8C0bb<3H?}H&`$1jEV5NA z+;n?$DmL=MohW0*L)qV@nt5f3rwF)qW3W8v8H(U^nlwSK%<}b=nlFe0*I4|tHVh-f z_gO5Q3K7a~Byx3-iqUbY+!lTj0Ee8EHohAQG-*>4yRr}>MUIHQIq_Tkfl*&6=%{M{ z!ow0H=_n}KY%I6o5}kH9_wlV$P?=9TiZ5R3cwe5Q4tc6>2XS zR+%0}ze?Bxm75vtu=$2f-P3&8GH+f)e_PlsjMnfG?CpHck2`fgy3Z=*ei1{c@_m)* zkYqQv8ddJfvTt?EnVw(W^`;=B2yw*iBJxQb2gy+G8oJNs559G7$quwB|A&;F!)in2}a)H8eddMcI>Iu;@%B5*XqVzGHv4UU9dcUr@*kte{~D- z<#gP`Gr>fO4lxkX3X!>2{l@rJ%~Z6_`Ahr9ew;I{a>-sx(&s>QE;J`WX&!L8rG3q z)H>&+flWq*o7WcU3y4PAkT^WNtb`f%GH#oAhJhrGORzi^>Ds+ZfA&{{{?aR>eMK2( zos1K-`?YtjcNZ#nQo$tEK~2&Hk9{~?Kcl3xOm>1L-I#4Vu}clw7r$+Al<4NDHGEyY znJG(x-B&j9+S$6{4&qqYTvoHdS8hRhKS)ORJp4w7J%X4a&hHVmy#=Q%%Yp>=_LI)R z5tlL_;dA6#%sJM3e?ZW2wEB8Cae}hfTFbe0Q4moFT_WWkTUl+P+#rv`QN=eUj z<>3Xp9<5u!#NUlkHSFa+Kjh%1x_V?DWPAg0gqEh8iFG*=Ado8;a;4$Q8y<5wX{p&y zTU{$W_qorxUSr3$=vP5UR?6INz?dr_$c|d^ZaHz-Qmo{unsI;fRb}O?6?$UPQBR9L z&fq!g1?x+hf4j6FL*{bjb|Lb@U@kIi;R@PxlHD2l87ww#od9+E9@?y(;yfuO$n(|A zn}hCd9W=GTyUthns^qj}T~Xk06azYKUyb8zP3d8Js~ZAdv@Fm~e;k3}; zON@ovz4-P;%5H{oYg1vIK>b0(i)X7A>J0Y4l*Y9-^#Q+Tuh0QQ8;gl-8WLW@XRNAa z)9LEUe+x&Zv~q4o_&yUEEqC>o*;HlPLb?a~6(jLZ7fuV*wC44l>L2SiST*Bn4B75R z1t}367*qK!PdeP%x+Oi8o*H`@e8Wxz^R27`oYmxLzgqpkY8PO53y(Aee=+c3SrGY} zu8@mEA?O(Cp(!r>G>~k!;mC7!x9cQOYst(ne^+N}Sy*l^A+B8K$ol&OGa9M87--<3Zr%2$}U)7M3%V#z&iURQ8eubj?jB{#Yz40P6S!TjK=I8CJ zWYLD#F+uJ@I%ruRnVJah^_ z;176`7lhs$4iqInC^TIgF0bdQA}@Ybe^veZl0iJC-UJnr{bIJf-)HO7P;Uypael0l z=%t#wPkD`-z50Se-X0P z+YYRzm?wEH6~IJ#5dKgn@F{qf^T9kcp-%2JJYt=~GE0O}E6Onvx4dt=sJncNltMl> z*SIPbFv9^lWnt^r^0zb43iw#~cKyghIU+YDnk3+uJ?N@eLX!V#wzO@_p4L+l%oC{6 z#Un>FC|VN54wpPJZ_$?>M>w9`f6`FhdLY-0PMuH0GcwT|1^1IU3n{r;6@RSM6PFEk zF}rXnE-dfB9yYJx2z~j5p@b@zl(Jjer1a&S?vjKy65_msnj;Y=iF;(%kMpB+F}?i>EAx(0bB5f3d)hz_Um{ z{mJBobfY-g$zsk@>D7NKt}2JTH`eQ{Pb#@~RLzp}#xX@P=4tF`--7;^_!B8b8-oPB z@)Y6kUEGSdh3i8-5N$ZDuU0hrNp`REZT0Y=KkcRonKD^luh@kI@JUh{2=o?z(y50A z<;l&z85rE1tZlr(NcP!je*?!lro{fB>($&EUqT();D?d~2vjyU-CqKmEt@0lAKS9-?y!VUM^Q2X^$k#U_=WmYeJC)vUu@oD> z7mnr1yFB4!#AjxCCxHZKRP!FktJ&2)`Q>`529Jm^+Z?nH^RJnY{#Qj z1Y?-BmW89ohgobse@%RMeDqUNu+BlHpHs?>Mds&_19*-<$3+dbKch6f7rY*GOYi&P zp52`xf>O8SOuy!pG7T|mrF5+;B^&{-+NZ8}@hjgC8BMdkF!;eZp`?9Mc%0Ns<(=tu z>tkmLL%3@5a?VY5;>Rpu8!9QXBN6^hQg*nceMFu=*v^?2e`}1b_QA7w)?Y)Q*fA_> z878#OaVwR0VLmYjXix8%2ObcEBq|R}AKSYxjUg;470>N?w%+JPSkJ?2ygzb?c^$2b znZHyb>r&QY)WfHF6X}q{=_v1I?NDNxHQa5r8~AuH7O47thtY;qLD;kE*1(!xj^|_z zeUs1)Pa;C!e~VAX&C3_Vf(sw++TTCTxnY&#>ob--!-@+9RxP>Ah-N?x6+YW>_Jzy) zCCc3NF_Y~&h}w|7NUGWLk>BjQZZTQCAo%^4LXW!C0N5}6K-x#qUc4O6%*| zJaYPL8UY`q0C%awV`KLrR`&?@CQD}E8HdN0A%99{f7vDBAA${W)IIIbZDwAi-s76d z;`4i@m(WtHH+vyOW?0tUK%fPJlS*YICf47Mw5pF%-AFcf0=3{4YYNZAH<;wf{ z`7w%w&$}{v;&)Ol?qxNcp1(cV9Ae9-kq_ik`H@hUGr&AHocTh_hpNjTzj ze@IWUnrX+gvtTBN#Dz!&RlcBaV$Z{RTdD9=qsPvLyzcx2;p633c+caq;1*}eZU(G&itDqyMD(}kkl)mZXvn=w&vZpLY} za9S^mZbJsVK{ZSArtu=!zSwRQs+}`Ee;Zc~r_X+x{Mp1-wrQLaR-w#DBCo%Qcr_Jz z$mpuB5O{$M-Ze z;!Hzf5_Kj~mhgQ@4cDPCYgX&`hs&mU-#%2QRE1P98h0KuXJ!nga#kkHScrl)@qq*& zPeoKTVLR{f0lDP$;!`J}{R;o)f3)OVlmyAZcj>eAW`1P??m0qM7&RcHazRslS+9UU zSniFb==Yjsk)Ch$YtC>433X#^hOdK2^GhZYR;KB88*7qhk+I`u^kFyyS;OvE#2IBD zUyC*CrdRdC7pyi_AlJa&3)@T0Tck7u1+{@05>>h~-G)Dw_7#IXH;0VRKx(O%v;Z}B zDnnH2OG=0AybEo~v(8&&GX|6eRXeGf6~tXHtcbULl}G7ip4WssUayC+S=-baSvX7o z4>b(x$d~a%0TTl=IW(8>dIA);PPGCo36~0M0Th>xz5)^hH!(Pte*qK)F*7waHj{BX zCx5MXWmH`4k}mGglT zP*8|E0*#$PcD7>1&Oly(CeREZ1~dh*vVQ_tczAdaC;*~%_8yKPa|>qxwYrKX4ILf* zza)Q|08Bjosrm490-4(aC_f%tf!22RHb7hFj}ZT3M^zvY;A{Z|d<9tp0iudZ+R_S= z0BT7Eb$}$$7U*bf4N!71u?Cp}h0K z`x}tGquqyv&4=zIn3A27vy-VK$le+7kyS}d;vYDjEsUN2%IyUDPy_6~eps5>nY#Q{ z(%-s|FdtfHW00*Az!~W7{8ug$Ab-FN8JYhf1UX57 z+<|6FAZJqxz*l4IkAD3vSAVxP13FrRY=IxV{@qdl0}C_rzvCJ8Bd5e-ec|7N-VZK(7y1kP$6_8-{(qZD~Nv;RE&73RwqJ9mH=0}CfN zfPsyj<>T&s0OH|f_W5s8{vC+rUuSt^XGf4bK=-3=W|qIJ|Bv6lPJjCU7Dn9G)Xwa$ zu~Bt4wl({hwEq+wqs-{Pq-dZ`IvY@FhKYx7tB~popzPqH+kX#aGAKb#JJF2xx>%6=1*OButg*j6p{!z1`~pKf)xqWnckw{u z|H(DqAM5kIJ&LbsN_{MLCt4#IMs30I31!0J!#&mDkCEY_o-63SJwm$dSa=FPV_e^) zW3ohN4Wu`RNvp& z$R}w8>PLUExi1z|cBwg>tCMtqY8f0{BnE4UOD8LXeo~L?eTZpth6?*}aE~y<#mvD} z3oXM|S=&k-Vcv@waRkOd3RNoW&K~!}Q-GBtX}U0=&cv5P;YH9SeLo7=b=!9Y&if^l z=L||a-E-wKV1E?V1ZJ&BtDGP1iZn*Nv18coA;)iZ}{mhc`3xKp6DC9Jgl&19`x^Gb$|cLBop z!|kkLgn zq!{T;SmH1Q*vTi{>domVOmW*-Y2ojJ*%biSlNq6Q#z>?!J0*_u zolba8MSs`}B*kWM25+ztmufxpKC3U~(K1*Y#205de=lJsM!*-tSfL?pXrwpipq_LG z^K{=Aw9d$#59=J4<#gQf6$!rIwr4_cb;0)V`PV&|{+rIX+wV=@nQ=A0zH&(-`j2l_ zFo_io3DsvDT}4^Yh8Vtm?HOgVPpKTUNiV)_xPMb_y4pBrWl$w}7;C4rduBJS@+O=Q zCR;OtF=;?^qjTfY%;MR?6lUZ%HU1L|g0lutxA%xV7ht z>KfCLQ?`AHUpLvED36CB+dY^noc|Vl3b>u^MrNS4RC$Ol+pF$VJ>*it>-%m$UXKCJ zuYW=_pYIGtH&guj8Y#?>?{R)gX>Tlgd@?-E5W(|kLko;!@<4} z9rxG~(DkrPW9P}r)TdN-$Q7Vz#PXll0$ugq6XqpcYgxnfp{4KlXNvt8-b&#&ct?16 z*PCK#6C7$`^1z*UD*aqM&59=`obyA~rwK=Rxq6<~7;@n)9PLCo(>jNn1B8#$iNo~d3dU96`|E#U zGB+`Du(8fQt2K>p4qU@g^c;*5SWRhIvVlAw?Ir|T6>B&qVb6P+>ePWb3`U+k+5Zs#neNhl;C3K`4CVr}Rnt$AEByspE z<8#9PK(sDyC<*l`^&)Cn_=-HQnI>nt=4IRIuD8eL13OdDG_rB0mD6;{vBE0Nw)P3V zI{z~Ty-PK^a&vQar^v)h<&A#U>A78Y&ZO~7j4G*$?T-1ynOk*#VxJb0z~ZcsDWQul zBZ0A1^ti2y#dq+d*wwW&CVw7Z=e(CW63vJ*z2*M;4NC}CqN3W)^eZxS>GRhlHQ zG%!_1(RtiOOXSK{=BW-T8-kxW?UxYasvOoMX9`&^1|n(HkQcO1G=u+qpRBbAIj^v{uX^r~Eoyh7?|3c0em1e6RcvvgQRa&aFH>?ZWPOIk<_A*G zgqbBC+RPhOMcR(Us2m#!r@zf6*KCT>x4iV%|I{A0!X}p%#dqf8bRHMoA1|Jnx(c@6 zD!c%Zkd<717DIZ~^?#gb#B!-*(_*fbmOw$KWB!>;I~6UHzkEnM${;3xt8_ityw&&A zGhL+b+naQ9XvyDoVu7HisY&%!12~F6PT=4IP^yesRSk#uPS&ujogmmq;~IfZQc4iy z^6MJT(Pxm_R8ld|zw=f5u@Bur>6L7jg{u|2sAR}gqR*K@W`Cq2k+6-6)cyR5pGGOA zVo8ariRv$c8R%gQ1ELu@YUXFD+g?&xoV^j|C?c zb@?7+Jce<+KY!0Iys}l;k>w7<)@(%cSnBEHca@%BsZ)4RU@WHHT96Ayph8Mz`6|XW zKi(xfp{^lc!$;A8_ph*vxh)qf8?%vrZiLf_TgQjN5J)6p0Ijn0E-w}YSwr6nc=e=c zzAC|}a6wePu4$rA%Wpiix0CrnJ3HP1apxJC^e8*)FMn{Ez1ea4P2JpV+v|@AV1w6& z8`x;FRu;~J*Yt$7$14KHzzVDMqK5S7!{aUbGcgc=2!LQ|Oeu2v1 zzm*emLBPr1+GeAuH{|cbZhXeoj&utD0V_vQrK<$DwNGm*n&^1=Ngl zC5q%45O5iGTg6!uWNKY@v`R_Zc+K4 z+ke+{^oV^m;ev@Tz27EsFumI!UcmXqsn38r`4a<=iqmS0C)m7$yt$*D8{;x)m+5Kb zkcP3ix@7a07h)=7PheB9M!d#xj9Y;OLR+)i1Lsj9dMsm)`6@1c^Obuoe^+MMKdRbR4yBm{QP~jLHJ?Bxg`XrCc;f73|<&G?}poenH6@P{q ze8sBhiYuuBQ4(6HX;n!JO_6moEPG^|NCas9ChAH>GEQy71eUW>y~xzeQHlN&^`DUw6dfZ592 zTKYFF@5QRrJF<**T8b!ooELC8YT~Mr?o=T7Ow04WitN3@as@y_>JUay4pX?EXFk0T&e1&F9uWH0C>3?a$=U@^LX*$9Woj4a41atpb0&iU;yf({ueH%q*gxzB0WmZM#^MFj77i0iyBGluzpe7} z+{*z5@ajshbvn2sI++>oR%tgs0arA^QAI$VpLU35?7#jx$P#JDh?!WF3`R=tpyN$3 z(!}dCK``QlLQ`TavYboweCc}F$DL1Gq{0W-mvtqMSJ&4^)@y~8hY-QY^`9>i7OT%>hUM>*@CIVJJF7>O`1s?` z&JcxDIY)^`fq(om9L{Qz0}a7aF?H7LQo3o%E?#n$-dX*M(w>MOaV)`9DE_{~A|#Jv z)j-5v%4w$q29w$Hi{gW`h~Kw-Kwlv7PjUKR`3B>Kd#)po6~O}h@>V>3&AEytjfg{09d4`MKkXykuULL_Fo5al5Sg`gTufX-)t~A4bHs0h& zv7cH6OEQH!C>~&|eqcMj$IZwHt}l>d6_Ff85Pw3s=%4zOwO`R}o-xMxMoPtq+s+~7 zq$l+Q&e=VYnqrbfw|4St$dp6)FXPcYm=ep`BiKY_so`^*mr&)}cm3$1MS4v3*8FzK zuDnX^Kl0P@gvsfX11#@_-C={prbCJ=d#5B?hrQpKVsKwsI^Fyk^k;p3N6CaYzAWY4 z(|SNVjT^m}GmGW?bSY24wWH-bFC#pq*4{zY z9BWSkkZRzbf_R%S$}m8Qwffhyo`2v5SQ&6X(#0iClW8Sh6B68O3|IMkbcrAE0vZcXT*9+Pq!z`$|)+?LE2H7(`!hBQMe)!<&3L}Mp|mI zZFypDj{Yj+&2T9e#3F_Npqc@x%!{=eWah^g!6PFUgp!>b4NV;#=g{ONYJcFWX0NUZ znZQqw8;P5kj3f-sk&(IbOf_wzpqGO1mykm|JcDc=S)CP$zR{?wGIi7}4&39|A0Ecb zisvwrm7Gk74YaCY8Zt7{!M=Vw#WDfM5&8txMJPcVwBDUbq&bG{jsmJ~=o{zd)9A=d zI%gf#C4DN#XOU3wPo!pw`+qHCmwavLH2bs8`0I*VBJ&icO`$oCwG$5N7fz4m^R3^6 zTu$$2`67EvYj~e#&L*QN4t%EuTJ;1}!&mw&Cvknw z8MKlECg?}>$i+(Wz%#l7crt2?Lv=WVoA+390OQ>c12Mt=B?LKbLj-1QwKz{?ole4@ zQ@_7NewvAZhu>8vnaVP7Ifv%=sp?Tos(f#pt1KfH;wTA7B_fb=t!atil65ck1zT*R z>RfSm-t6AX%p+Fg*nhDa7R87d=&AK0^gp-hRQX|HZTq(DBDdVN(tkFwkhaH+2n@_A$+d`D#gl ze0vYNr1BSl3g%V{Q|?GCdU*zg)r|K+u%CvOi@fG=bM52n1zeU9xhvWx%{E0G65Iif z=>1HfqBGA{+pgjs^m_uN<4$tQR1@WJR<8>-OByS-Dke08rN68!;}u%Tz7#G-- z6zBT~E3f8Z2+uuYiWQh9!mSQTlzlRJ`^;OilzZ#C!P`-p0O(WNd7a1&<-~ zarH+fc$K_ZE24N8KYIp!$|FmX7SnKly6*(VDE2DCv466@t91KDOA!IqYdS_XiPXOG zF}|r`i-pSWcB9&boT$|I{$nBRHS8ho=p}#g0V;UJCDDL2+KFl_h{-y-$0D>ty<85H zd9_AlSmavVu2b4t&%|A2pX{J4YLX+z*2(C>TDZb*Wtybr zRS^wh0e@L5^GvJ zc<*Ya;W*5Ig=1O;`Ov&%URJJ=!fYe~wDMX7=+TiGSLM5dD3r1A{Yhiu_deP-PSF4!gPP z{ytcHaNUjNvlP=t@egdRe0Y#{wOECqg7a&4*Cbhl0=~zNFAd_73LLo(K}g z@_$TD^%o;H`{;Yay-zG+P_Np4bfHP3i7E;7EV9(6KPuyiM?cS;eZ?YDoZn&#RO=<6 zHfF{>a%_G5X_}iF2w1p;lZCeU_NY5oot!U?NczUfsgqNuH>&G)ODmph)XM=rdL!qk zi^nLlE2W9Plb8o5dJZMWiZOQ`LT!V(Qis26z!+E7#1bo7}1L$379G!wN zQK4cx-gGU^Nw{t*MYus$B^MUy7k`*!Ht|T5gXhDUec+i}Ze6z7?hEGi<;kcpGnx&;`B@?jUF zDQEPyH4e5AFhmgfZEOB4u4k!t3)@57Kzp(B5@>XJ+67hU!Cg0R2L)mMGg$rP_AZfmt*=$G_;cA^W)y|*~7P|{Bq`Be%3 zm|9)_^NoZF>D_k$tU#QP6`4d%Ny|IOzr$g~hC@^o!hMmG0J= zP~wQE_3JmexxwGH-|1W8s+@H6ma}S=;Y83NQScr%?rXEAQi%ODyxg%Gec`|KVpp`m zif)lhEyHZ%Zpw~-BKBq8`wX#$56)bIedfPIo+El4ADKwEZ@6%fdqjdqXW^hcNe(a(%7_#vS&wuAOz>Zd?1szUW^ zV?4c5K)kZcs4Z9V!sqiJ`qr<`# zC%!L9&6~X1AROjT&vD2Rgvkgga{OHX{fgM3NBoLj+s~3QFrC;jFFOjOamg<@9r*s> zF@Jkm-aJy650U`A#JMy;vtsf^;kQ5nr0a&oJrsYe3lX+3kMK#WmVpx?ub?2oewG&- zYHfX_Yd4s#B~QNuKxEM@R`~Suzu^B6{(~35dV}7Au#FNA+$yl!I;;o))y2DbUgHRw zb&c@OmZDp~zo&67OlP*i*`V8KB&~g$#DC}FX;K_Sybhw{tm!<`kkxMa+yzX0s9T@q z+PgO`TQQo4YAs{hr*iIqXZP&+{#$baekag#ofVIsmkCq0vFW@3(zc7!1FZ;A(fIcf zUFe@*a(S-6-)ATcY091)o#J@Jc%KsAF5lc?@GNwvw#|c%F1$$K5%)1Is zM)~Zzq-pNLd^d$Am@2oVC{t$AITACR2ot5dqQ~Co0-?{a%4p^?PSEx8iI;vlci{;d z9B%~B%$i}!BlC*Q?lV$@DS4OwCOkunZ*mbNxh>W-ehc)OY4iB~CxhwX z#$)=D-K&s_S&iGfr>Ym71b=LLW0jf_Mb`;j8$VupS4Z5Is(@NM|6Zx;(E9c?;jI|K zPbbx>+;h&5GCez=0M6dV}XtxS0P#(X8qq@P-B4UDcbDcEy+vyd5)KAI^DfzJH*ED!ZxhZIMCd zY*sQyGPAN-5>OgDn+`9AOL8VmonTSoL^0-bvDL`SM{2!UG0=|YB;u_cyHDe*o2yyB zPTxowzNM^$arBtG`b@%O>iaqhUH`Q)5e!#SQgCU^7VG@vb5gg>FK-8!VLQS5(wr>Y zgHXM#_A|ItaVQh*V}Fl`6wD104L@pC!g(;aRao_n`(A1UDc8w##!kw#E3_vb2{0(j zE+$(KewLHF(KO&L&7wFX;wHZWstMp8Mqs{B*zsyk;bi7$@vOYU4?8c__s=SVXdR{E zDn)yOh?Tik;chi^yRSB-+73HqWnBH5eJnynIJzUNbs;>B{_|r=o$7PR2``a{r zWKn+%Jo_PE+6#+B8}sOKc+eyq){FOx3;cSLCW_fSkhe@eQ3Jb9>-D+8rPHH-sOXfX zqiF6IEDd_dX`IAG9p241y_n~G4+e96T70z<2eI`p<$qm0idAv=L@Z4afYw4Le;k=<=9d`K3+X>r6gjcMZCK$kxDj$epm%{DmT3 zu7cedB!9w(74PPlX&4xpmPYiZbZ2*%n$WsX_jz`yR>bH^}WzP0P9#3_Dm zOgxxSLRCFcp2DJWO`Z`x@u(-7|J+79v69FHrW0tw@mh^azG+IM>%2%G-qZ4@7t_wC z(Hww6HxOC+=4&Vg`T8sxt<`=}V_c!9ks668ihrgm^=t3Q1ZFt~x;`1Z{Re3$l<3A0 z6;GQ*^|1&k=o;n++rWKBjD;wd=G71OG?W;%z?#yy$TQemK^zrioT@Ti7dLxK591!( z9l%)TsGupV&*|k+e63O#j2HBpQd;>#BJ z`80(WNk$>j=WxBY$JuoJjctDxB?ds1$C&8dj#sar^z?55mea__Y7K%1B9gD(QlV{iw2ypaEY_Mt`g8 zZNDA!?MQC8c7TDwl5&8R*-Y>aPQ9FO2t8;Sw-SZv=vE=7??e_iP|TXUgZ{|XVQ^VF z>Ez2sLI_@|$4b^9Slqp?BD5`Fnmpm~X=Za;u7dw@wo1r2OXiHfLa%-;<09Z#!jk6k z#@OG7>52&I+2ZlZOG-xpIZ)ISr+@4fM*LX-;X0SQz_6jBgI8>aQ*Sllf!x=hvO=PbPWn>(bHB*fkPhRX<)X3j6jl_0xg=M%nI@$y*$)1 z(wjQ)C^vVszLxDhMR=)97_Hkmze~=y5S1@7MAr8a6}%9lJuv2Og#Iv^(SQFe!1(gC zgdy+-bLsscv~GIF*BT{*uZ7v<>oe+DO0`i=ZWAR}d&d_4y!vXuBe5HZX5h~+`%n|m zL!?t-uJ*Ghy-VCo<_)0HZ{S=Q=~G^m4x4o`sKikbIgj;djIj@H3=^&4v_C-4C)eEl zOA&_Q4!b3?N;kD{$`0*te}7fNksZt*r{JF~!BTex8E2COEi93!o zuCwrQrRD^=xWMC{ZnK9*nI2r970#_QKLw4`7m>_U)qm3$I+XlfG(*od zauC&C|Jl}i=%_T*72iv6y#a3UsPMj9ly{7tj?R_mh0^wtg!ItIWlXVQT5@&n(|bDf zqW$ICCmil^0l6{45uMfl6Ruf&$<7TYy; zRs$!M-Gq*6bR$CXb$|99+p~T#f1ug;U`@Xna)9&h9B%k2o~dfvV12A6w&31p*)i?- zvsnE4X)mTDB(l$bEoUto(amILa(pqiC%KlPLZx=0%$#^TOmWza{?nhro{09`(q;ibN_gGL3So)C=DiQ?3_+z%su0_TRe-9N|kW7dX9QY_v-pFw!YES>lQ7Bqj*YkcJnp z%X>x=johFw9e)lfs3R$y91KMPo%T=y+2zCdbX^Tk5n za9Q_6ebq{#2Km83eRrG*|K)dFfJ@iCqCMv;;4Vo{_}g_TE(C)vhNsK#x}oIxQOtG1 z1TlVyoQ>=UidiBV6kRAf z++c>FRe!gh+4Bt5x?WlG-oE$eHPTS?8;d0@wIIBu2LI50zurz{87c6Qz@q1U1f}Ht zUeiwdHtv$$k&Q$D#oc~_j(@LCx;f5nkMv#6VBlFz55{D-N_B5n6tXm46s*dDV3kYH zWY^p!`lLF`5$3{Ujo7paSJ|e|X44|N3U5spr++3F*fFdv49Rz%yb17-U@d;N#EDjg zG0j0|N0gosRdj<#k2(_|v(Sv%IE0t!=*{-t7^|*Kc;6L0-OBa@D;DHX(Ttd0^?~{( zDNEBhs_(YSrE{$#h!>n;J}4;@_NiiG{2q<0COc~0n(^%=_WD>&Y;6;7?R{Rmlfu6^ zq<_8@N$tG1>8;e<=?;w+c?X+J1;moaccfF0$+kYG6t=o0W_P!bLi#hPNX`MD9_AoU zIL@l3byf#7Z6|b5tWCyxLW$(>u$$yF%}J9RK3>=f2iGc&ukGGeN!n<>maP&j6y5C@ z5Vif#MtVOv1@K&!$=}h3*=^~=`g(7s zw_+Bxo#&0D$?9&|*`kmPZIk_{^H_G3-;Oa8+C%#b4fdtxWE;5Jh<*2@jwEPzc_;`! z)muJ7>P#r3&`EW&{Pr-?8Dg^yog?>T4b*moHDA8t@}2riyjoU*z{#(X`|rV;Yk$ri zYWSF3a$$2GsCw(`DIrqXq-F9%pk5<}6PyPmf{X2HUbW~dIpq7soolIxb3?Wmekp7> zVjzT*L_%s!O;FMrBSdZEOjJQp5XPiN=spii9G@guJ~wm%@JPZup)ns#=3N^QWKJXT zcLr`WrxrD?E1&3x5fL?u9?#go#)kn3FxSNF&q=EBJdpk;+U&*wQ#(&{yQyZ(3 zdsc?5>d8tjc8wRb&t*SI9UhBmq%1xM4HV3WG!Pr+zH>4Oi;ZE}WW-p(=n z^!&;e$e|zYG;?7)<6tS2a12up|MRRdS3=C?GBcz&PNt?o<$q51Cc;#`c z9_y^MaQL9MUg{7xP6x-P1%J-$Xeww{PPciPnCKd=uH{Rz%?$RT2KI(Xsqio3R>vuS zvamE|L-z7)>{4{Ly=k6{HEo(Uy4TnrTZ`TLS?3pO)}rP=(ThorLno$I%+`dw+19!j zZ#gObs-iY9X_%(=IGj}+-`#~s`NPlNg<}Ms>y<=G34FRxHo_h-9DhqFNn;^1?m182 z2Kw95seX=AtvX#92cv{loep`bW}gT}z|(`d?3eK=;QW&FOjxyFsFFN7hK(}MhC0D- z0Jj4l$MeI&i8oG|c?oE7&stY2DSd&hd<-lUG)Yo9^M+=DDBj&3`CP?=uyp<0P6_~a zK#9K{6?K5qat>6bm8L#NF|U7pLshVueTxIzXy$TU=I4|#GN%=}4flo4Zbf+~pYMkF zGk->{D4j-!|FG{o7sB?yijYjZOofS3v4&z*mt}Qlo&P2CKDgh%+?|eXW0O|*sNp;n z@mptrcr@}U1=$taO>a%o^3VJ+mq(RDc-bSI?MHVT#A6~d$amPOd7yt&6FFUT3J-v8 zp2QV}F}9N`-8)w(5or`1JBi5qM#vsiK#c39^tz58mO0pvC(B5Tm_Q@Xm%&9X@yrx! zqNS|hFRHj3j?|6#w0^7OaLs{o|?W8dGKZhQKnIjy&l2xZ! zE!VFGAYZiHHKb}?aT0Y&X;aJ_P@O=d68LbcXWkhr-9v6tQA}F^Ue&#_Z@a51QN&W< zx?S1q(!uOh8RMyXWdiGrO(MX*u$m293-g&)CMf2kw~*^7Fr|MK!@{i@&T8%P$zr`S zwTbAEu?Amjs6+LKz&qX|68*djRg%lx{5*>i3Su0c`Z-Ma=v9iSgt;^}b_%S?zXu}t zIY6hz-{aI@KHd*W^TwCyhS2O}ENk#W`eyCFIPQ(s<>)hk7W+Bbwex+R`tq&<&X?Z0k;w4uz6cq0vH z-Be*L54s~lW_yHxIxygXMaYT@d&S)=gzj6$2&GPybbl4?n&W4fKDc5O)Bfd3qi*$m z9XlAZlyJ(%a<;}$v-+x3d+W+J0&@9`RAK11-S&SZcN+N`pn1f6c?pJ@;xWbd*#c@K z#&gD;RK*bYEmD4m7a8rk^nupnyqE~>A^)oQMVykE+U$zH*KPc%4Jzi<{fsJvM2A?hVwtlq zFBDu@IYw#HYC(`#ycA4ON@ePD$mv!MiGrIq69OyHYj^-iRxhz*uGd)+p+c#T$QhtDW}YK?xMadYzV5(!+U-~R!4Zs6aS@k9X=mrAe$ z4wD`q2DfPR0*p=qFffz zbM1A;8AVU6rOPf2bhZL1I78goxjDE*02*K?D-SmvXD1D3VKsIgkgW&cRnCt_PcQ2V zvUCSKL*y*oK_UP{5DguMeIeM`x%L2;%+<@&D|o3jzV$?LYt0AftUd{&aME*e;okU&JZB@Z)tyS9Isf?ZU9Sw8x&*> zesu$RS%aW|Rcrt#$khq#=Jxsw0J{NfT`eK*uRU;g27n>fjvm0j3B1Z}oc~D(>gxPz z;qbIV zo9kb4pa=9nbeePkH?M!UHU#}E-Tw=ivb*JLTcjbjuhg&$bMOgq3I9t0c2fX*fq+_IcWXO< zjiuvj-~NA*>qCGbS4S`e^vdr)tp%`ib8-EfPR|Z(?Ev{p1pmKOAPDf^t9YgCpBgyz z)U~v9bXouRCCjes_&RLwxCI3N<)ZaE7Vdi9P!QmM#xqoR2L9*aFQAN!vlqaZom)T% zz|JGY{dyZ;QxoRl^Z!2t{|AWszs~BG?yg`jfC+yW2NxIjE9l=}uD`MWQvfjgHyC+{ zwKMSVAnCeWLV&Nc_n(5lYHJTy*H_B_SqHE6|Ht{CTL1!ifvnM%7oDv|L+rm~q`B7+ zne_E=!w-c*i|h3Y^FLHMcL#on*bpwa_){Iq(J(3U-0Hn>1by03VcGrGL+HrZ zodSP4%Om%vW$w+#Sz~AyWZezoG%vmMYF$#z~> zlwY^ZA80-EKj72dKrsWXQ|sagIx(>p z5XPLO#ngUZgX-5!6z}?>w@O{7FeQJgs1mUnxdD91#>Y>X^H$Y^4GnB2(Fdj*CN_0!@EivJj5toFf34q_+3c$mbMfU957d7 zB>z1+?jAB5NK9mESv$hR3I?R^pV!&ai#o)uN%M7z)uo9ktBzBf-E zB2kG*20Nl*mVKxeYI;f5vMaY2ez8@WvlM1LuhGgZi#eCx^Tk}nREU3ru#6qjFDmSO z2;`<)H40ouom;X!{I#y!7rZ9-#9O0UcrHZJ^(XdYR|It_Jh7Hx z2HfPcrD?1mjb(9w+qDpfQ57MKY|;9kVnxiatnnKRSY_9xKCXH-2`t1ulgt(NKMOPc zo%tuq6DxW2xdjD8^Ur@*+n%Hz;vU{B9%nRCOu#ae^|rxXEP&Sw|zg;XbEL zmIwhdIyxmrf#N)Pq8`(_16xB0rin-d^_{%7VkSkgtU=$yR~vsxZDrfm6HyDc{v^#c z-{?_X`&XQ4TB2odA`aM|8?Wep59YW>Gi**o@9h^ZIcUHOwv=rr_%sMCy+e=j7zyL) zMK8&AMk)W0NkQ1k}_bdr%$}1 z%dw-ZiR%5>Lh`+5B?_4__FwHv@{p&y{n^>j;PpbLB>80~*X7&h%h;d2;v&S@M;f0A2?Gk~$8m-*#@?%u5r zN>xrg#NL0l28kG@wk#?~BYY^xg0$Xib(>YRu>lI?kTiU!R?xbV&EEIxDzlUI^Yx$v zHUpU7loPdU&gWPpq72Qik8|$CUScwWu*}p#3!}&*D`J#DOPhLt>DI>!Nkn$fii#N=_d2&K)C8)wsbki}%R}o#+AxBNg$Tp!eD?wEhUBj$eVGc-k?}aQ`J!n?2WNaSa!& zDAd-XlG3-_q1Vx#MQ?b&m)Lo+@~7a>mXIp(y2}OD1c~rPZXvihZWZYxhWS_6@17(6 zemj5OKisSYJ_*iC^!0h1USkwGrD~G_XsS|h?-81IYFT9)kKP~OM0&&=_>rv^pLwU? zbTgBj^n`y+-MXYZG2)WdAdb?=K5J0&X2DOp{hiHC!GC`OgRd3dLz+v5I$UnqHEnDD zW+84K2A+R4#Zfd_T_s7zc}QcQYe@ zZ+ODm+<10}6ScV3MJ^b-4X66jT*-`q$@`rTW$^h~x_YU9oU6~nXharP9O~P-dA@&P zCbdE^5sdg~;^ceX*;R(ilgL^HVfVm++|_U|1C7)96ti7LBS&&%jhOR`vu=ROhtB zHWV2B*=N3lz}tf$!|x2@tM%WiIYEDmYS8P37iQs4r$)RLB6{Je#(Cw=LfZAOmrPNM z#1(F}K1MDPiOY-=2MSetlI9Ej4z{QnK073F_N`dp7?>&lJs!!@mK!G`(tLFFDIbe; zmTxO7qe+4zDoHG9a2kiL&q1Ck7V4GS9U;;ys}$S73eG%03q(qOfA7eX5tV;eZEfXU zQbXr~FRQou&YCHj9K;q-93P(RHzTRZ10VNIy5en0hfXq|2t%Dj>sZyrfV;fiZn_aq|jqq0|%47=1RkG<_eRtrz{oSYKM z#asZr3@Ok$aN+`c`e>iCM$LbTRc0_SLur8<1=?ekHedPS7endFHuD?#xw=q~N zq$O=UifjFVD<;odNWFQP`kxP45Bj49R%z=mdY;S)X#3@~LXm!XH=o-@C?#6i#V$0h zWIJT`YkyyR%!m8nms`-WsA!xGCF>#IriszMuM=GGB4mkU$wg=r)~kPunE1?d7sgx4 z8;mYLO?c#H!s&TFu+6u2D@oEAA_YGuqE6Y=+RmnY@~ODV!R0NHAnHMRpPbcqtcch| zUqq)^GD4gM+dH%rYb;B%Wfr$%%(XNXdN*@?EQ`R^qZ88a7@0@gDH3_~DpcD8@=Vn} zjdL?J>eTwVI5xK5iSvKJRQB2DxxWY%-Hp*Xv}>C`JjqplBibB5OwHyP1?clWaFaPi z*I}{AYyCvrf$VG5i&GogBhn(b`n!ncM2iKQ8|?eYF`T*#opXLEPmM8NyF-Xr9`tV+ zr3@T)JvJmn*Y>OuHu>(nm1jRNt{&}d_k?N9cr=OF4l zGuGzoMZlKfK^)&6NMmgo=?4UtUa`KV*v4fqUFEFj=l4%W2jM8SDjDDA`S=v-4{t-z zhBC@W16*1N?;;&lYhw(JD~GNlY^{Yq21O2W8{yHScySJ|_w~&9K+myM?l_K!S*7rcn6M!7`;&VV`_XjbitNFrmJU%n*iYojt7{LbI zq=2X9^~b9Y2{-SgBKJ0meC!wK8y*$1G=GMl)xcAEG6-eNZGWDsJ6k8>)9C>+%IYE` znIdw~nGWJPP>3b|u!6(4?N1kZQ((O*$lUAa@-{GkS7CojUl)?!E-u40lpEdf_-4I$ zUO@nxU9mjAl@-EKPUA`Pjy$Rs*p;nN_0BxQm%3{og%d}vEwBmi{LSSGTxUens>?Uc z_PC#S8oz4PDw2^X1APNpW6Ygx@1E0}cV9e}+c9LiC zhJH6jr|_4}hkFyDe*g0^qY>Bbg0+JYryT{oY67cgEvt*jOvSWRi{g3}7we_=iYiqa z3#Y5QfFaTEYKL0#g662&>{hI_=V;xF9;rr!s6T(m-IA90ioY}+z~`1`mY4V!nCP;O z5)NXwX$%=Tq;s4Z49opID^{07EsjKw8G0u|s>R@1>#Z$C`L1_ILonI7hBt5Zb2?T6 z(G_5r6aCA}QKUy|;OTUOTit5E=f=z!DyWSO#X%lc6O2bvY5SdcW993qeBfwFO z96>vT)liLnSq@ba_4!upOx?DCZw$gmqI^M=U`&-W$)b{DBItXqW{C&lDdhOA4%N%- zh;ij}_|ebH;xQGR$ulO{hq1YTb_1Kr1D?`I7~2(*Ek2s|CgXpfiL*kH9gzJv=KK~Yvy=uqTZ)i;cbe-gFxx!-9* zmjCVa7Ypuwsw%H{P7H#&t44@*v+d8?Ll$%&#WMD@*^DoG`WKYR zG-m#VUg-Nq!6uCBB1m6Vlea<-DiePf>^xu;Zs74*ZbsmiUCgu0UySfeE;qZ;1NhgU zkm`NyPD-|k1_cu~Q@`6q4LqPfm%`T%f}WGoxz6L#?ewUIrSy_g%KQuoxr*Me%si&2 z!OOE!J5RLFr;?ybhSEMEk4nRaU5$0x^rxVYVL~(9BkO+~4AO0y2AEA#ge-seKh+V_ zA%(Ulw~bMJ!`zxq03x`!$svAKA$^eD*;~?fi8sA*H0JRV2)|m;PbLz0l>V+s6p(w| zd-OA9;_I23E>zH3OK&d3FUVp!*D3Q%E^VoAz=;=*ZSD2#^e*+!obsJ?v_0&uH;G(b zN?7DG$_A@%2eF5DY=&2-|GY>`K-KTkbfe!> zjC}C!%<=`9&TNzW$Ofn8jhbW%77g~3olA^xCtKy>e!uZ;H}{SGCh(B)8E^4rFRXTI z8tD8{A*qVE^LFVXH^vARhmb>}8FIuvEY6T%>l_xv) zii14J1jgz(qU#JUrf*UhizE5ktY}L#6@MLwEIPK4Ehf_3@L5x@Y=G4Y2yT@FIdw4#+7^Z6! zYfBXOkv8Ks?WBJ`Oz+9Db13;G(GO1MtZlMObHV88{i2-@?P!u6k4{yS2?iz>`u~s{ zL386?PlYY1Ir?arNx3`*ZZU$Sjrgm#)BGA2g zI0l2va=68{9k6GjZfv;!bzC(tMvC8~<77{OP@NZZuukDau)3$A@mE*+mR&Ge~ zg=XA{E6P#Jwd0Pq!R48}(B}x!svgy6=P><{1!~*`yR{d4ik|Jo{D=))mOJ}OVOo9s z4&f4@(s0*QE{Y2%Um2_Xp!_)>fXo)TZe6cZ@!eil?t{W05*?hMcAsx=h&Uma`6Mt99c86;;!FXy=4s zM`XUrW;5TLQAuos1o)|xzGoJQ(ZEI2Y_zl;K<($h<21W>kaDAdmX33ttF3LT#1NC}dx^wB?VUk$Xks83W3DOy zjWBs`Z$_Ml7iW*RsZA(8SC`xqxvQ)L8=QTXVVp5cxv<|&8duE>TMyeJxj)DBs07d| zrziU``g5&ZA-}GwZn1HHsE?z8Jyk3H!S2z`zL@I7MS!Nh(Bn5AYNIXLdnbQu>_Z2a zQ9tPN;6=b2jItT>!d8Pi%8G|E|H{D;fuY+7!&-i_YqzZWcl3xwd0cgdABhvjN1eARNl4p>F*4b zLO-ynKFmA77vL3Y%n;i|(-lU~&uqNe~h7qqfs_X z_2;eHuq~MULhW<{`15%@VizHTu1}vGlzse`inqL6r{d*94h2h1GP)IIaZu>+2~j}~ zqU;h+Uv2!JlxJx_>Cb9gAr)3Hq4d7sHRk(4593 z$2US$LM$z_!7!nuFvsY4lztjOVw4}Eq(7qaVJB>~ad>*U8eD&pvwL@DI;O&*=T@O8 zk&ChT$T>FiFrH7DP3EXzJo4v8RixiiprNX%nUhQ5LrS7Stj;{p`C&AfCAHsfXCobx z!Q89vLcxrK`zJE(xMUg;OZ<$ZJ5)P>$&{|?ru+_SVK0pFCbjkYcc zViZ&H4FD_Q)Qf*czwT)v!PojF#Z+;F_os#@m_{_}nf7k}`}=IAgx+s&!gJW+(=V)@ zvQu|+F3iV4(NL$U$1$_}8{yLJE_we*qU|#*C_$(tqqsyudrsXPg(v{1ME{|7&&Xc& zHzSa`@_lI0fOnJ~Aye7a+dMJq*(*!}M6wXhxLqFB{XBn}^pb1F#<)TT5f&aHdmEA! z8~*CO)-pF2W{Sc3XGRu0Y>L;ouf4_aJ4>r$f2pVKQ4_B-VEj2zA*E@uu-2H zULhN5xA}k5cBJ2?p+|d+CE>4Xo-FdBrp5}3qHZpnA0M?G zQXGRNR26HLrCeMp++V`_)S#i=*yn6~{>Hl)K2}juHc#cnm}d+gjGIAG+2wFjYLr5b zVbS0>jqeaf5n;5W+2{6v`jWh=_k-;NGpK(UO*`^szJ~vqI6MR4LnbVr3`eq~fQM72 zT9JrHoQ}{SVm%HjeG#RWu2}2rIuBmjUCIK*NR8&1D>KL)45I_cM=Rl%?qSz{UbDsP{M7a5p`h4-f=d6a*sMUo?;L*ub-R*okKZr2}TKSJR1I0aaSH^|Q_ zHODbpPHZSLGwiPNs;tn+=rTa#UyJkAapVS&FY*s6xAm2Iy-#*6^5cj}Y+$32&f>EU z1`)9KxHcc2TC-l5`Jysm)tK}-cY#!r3X-x_&89`bD4YRaRJ#_>f?0H&LzI8zAriAs z5*h1{HsbK_raZDxzO`8s|C~=QC@{T7(!p@fB(G(-yg}$29Y$unP;0!XlSnKWgNj=H zDKwiW&DPnLoKb)dIU{4l-0oZWDqP!uf{tKC`O|`{?yNCwgq#C6GIf7>7DWaqM41n& zL1HHJoO}F@ZYuff{BHQ7`dt=Z=58*aNT2wxFK* zH{y<)z5`1Qa7Ru=*GYtx+bx_bvgzl)8|KZ`YyC^(cq3>^OIM{hr^`Q}!?9$%tw@|# z%Tti(pNdo8`D}@=X08zjn5wtI^+BP{A^l_ z)cU~)4}p6c5^%^buV}3#vPe-`2@!DDq!vhXI!5twL52yEM&)g3;?1x`vVgVIG`S6Z z);e(2(4jbbjGTWnTPKLRtpWB{Ia?=IISam!l zlMrwB$MuGw*v18-LUtEDA0Ako zUZAGr+dPu&^D~p-thpP;TqyVH7h9GLT&%;6bTQ`rso8E4+Ve3!!UG8~-+P`6yY4qlg)t+L&hnjPsO3-t{!d!N#8&HT&j)*(3js?=BTc zBk4bA@)g|TEvYmbr%oI76V)j!-z$Z6g@4>GuNhSuMcB+YJ3ivHAkV<8k{o3RuG8`A zB<)1(yzq0P-eEj-@tSN%$Z^WY)S&O^&DDDIzbSuewt=c6oBHFjH9RmlM@;z#OvcY7 zWsoc4Kldc)qGA0$W7CT(^R0YDg?0fCDD=y`2iM`*58JP=)ONCJt^p%8mGF~ikWzdkUR$RAPW;tD)TyV7--t>9jETttd1gUL z%+`M+M{W)opC96mfdUtzCtv)-id1yGZp=|&Q%;>#w{BDmvemUORgmj)68y98nm3U9 zwLm*1WE^|*!rPD5b;Yy1R=+=zm&yh2p$FvlRT9=nIK9ElPBi`EL`%27`(49Hl%5py z``UEZujvZ)n3uBGfVU1y_s$E}YBn{bqTqk76)|Gmqo1ZhYvQFl4SRuDT$2CwyF7xh z_K0fc>+|HNknX;uMrm7*jxDa*+b*r%s=JW)13_vGWL3{%2*O#}94sYD7;B}vfmafW zmgj5VSwONQCRw;reTs1t@?k= zU_k$q2^tcM)+i=j@Kie!nI&ppvZzB5WtXkt{1|9dE&0n@y_({_6;4yHRUf_Ocn^14 z)a`JI4y~LPg@`%_R`?VCS7q&UuZTM1O}e}&I^0Nym2cm4Dj*!NjVhGwb`oT~+=@!8 zN_VwnVOxt{^Jk>u$Pf)r$Bp4M!YF@C50~qx0THu@(?9}|%Xtf_{F}A3F0Sd2NfKWn z+PzdcIzN5HwC;f2Ly<-I8bQ1E%np}Ru$I=-&lLQMblYFDh9T)-p7}SvCtc)_cIso& zthYdx_mqPa9@;y&%1E8P?NZyr#)1gIHeBUKF9$KK7xAyouxQGOk! zPx=)IMpFf-I(%x9^>^<1V}<0dFzHrO*wAT+59g``2xRkJ3aQGFZU|l=&Jbnv+Dx#N zpA%b=%icqdh0aQ)WL?_}Jpc4>Pd;_w>PWK36o2qa0%fdJffiw8a?cl2iPf!c4ZlN+ zd`Jt>CVQ#tdYlwbCPZzT-8MOlS2vBwD>oE~$@zSyFn#Zfc2Go~7#+iG?2hpwSBC21C+h(#AsTw9`du!~MwY7tX3fUUo6_%a;#I$vejISZPt9g}Z0gQCitHJvPYH*hxcruA|NoDw!yB@50!zst-%wZeKb}Kmj z4ZmeG+&Aa*+MK=QAIaP1CL>XOM%v#77e5H_M&NA>DwTH<)+gcf3^ka>$t(`|G(I{$ zi=X-YYWwO8v*HaY9iH&QGb23z2H>|gs(+mLqX6IjiH*vpDnEbAP_*VfiWb)xH|r_; z$1kufdQ36Lz+Xt3I^sFJJZa1@b~|A|%nb1}Di5LrDsfCO6=6zhuasABLgCcJL%j&! zM(88vj$E^(HHF5FX~|<0k6T5*hw}f5&yP35^L!!Brtyv43#>-21q7O{$z{*ushW=# zjHn%xQK^%aZESz}JaD6f)35dBHLRtBHZ_rk@_bIG1_$3sM8%}=J^-n-*@JB8!2GB0 zybTbbCxp5nzDISFy!ogonv0h((KCAZ8I!{HcOuMWnLDtEP_oqDv!8k6fMY9g&3MeY zO?*U6<{qDacW^$0bIyov_v)(hE3&S5Z_kU)H?=;FCTD*kS>5nyRCT06`wRz+brzh; zuF%kad@58$pCq0eruA*D!#bUn6Y01Xze+2<8OGDYv@IKAhV7Bg-O8vigx~vqhHN6| zz`uv*ncJpRlxr0?kZxH$c3^lGtZ@+pV0T-{)qxb{st-I6A#tlSI=W;sqD`vS0`E@! zAi_b1#tnZ=ySk6+GrGjn#SSawt)pR0xx|U-U?pY%X>2n zjh?Mi%~9o#&GABF^&6Fb-oo+*vYWCGIa^}fillt+4JC6_2`5=$^C&RvXZXejUvl%4 z#5Yfj%(z$HkpXCnGHZtR@PZUR{HT*?C<{K*OwK$K0_{1+~0pdUpo>&*xJH!wGOSr442q6m|&QBzBlbdR?{@)3qd=p58QYT_X= z7+8CF7CMR6gEg=|J{guelU#}0cgluzxok_Gmv3Vo*?XmLoeCy74K=S0tQ;K(HRqBe z#%OFa!hZ*7VaD{ymB!f-;iWwN-gFuqh(l<+-=T@@Eopl2lK4M)$+eI{xIz zSe6UDV>$Za#{9q*l_LzPrH;sM^{2JyAmpm(umuDEJGhVaM(W<7#O0iWe(S%iD!6eQ z~!?Y+HNKj(&jC8J2MtwYfx zk=_=cFRDIz+mG?d2%Rp6n$*Gf#;?AgrYoFTZ4<@Dc`V4DmAp_JNDse^{uocaqBbCE zjMWPF{Q#|xKN(Hs{w_0(Z+fDN-~&{j4y4Uv6{`bo4K1XVXn)_;5EuRJWo3UR-i7b` zYR!1d{VdylYQh)Ql;6zpZgyMF2d;N1cV{%1Ps{ZsCMQ->K`{r*2kMzdRtP8OAr^H( zJncG6*Kda;gpT8N{Vhl;^Dd1xJQ}R|eZEdB>QEvCc1K@HLS@kLoHJo1Vv3BzMpa3Pi5m0J zKjdU85dX}Pm_@W!<2Hbn3I%YMrr$^ViX)k%qbrX5oE6~xy6tnx_Cw!w@8c&Do~cG< z!8q1%`jDJo@8VLbN`~w;9LD3wL;Yu}ZpH8dGpAIe!xS8{o?#;+HdudM*$WZ>;~(Xy zQj7#M#yEpF-zB65zhm7XJJDPKDXrCm z7AL}xHiic4b?G~9exEqh*m-+s(0w3J4{t7GyuTbr0)}YFb&Z0RggUOhrQHyBkA>(9 z_LiQzk?5U550df}m!E$hkhHs$b7GEB(W=dzeNTdy+1ypF(f*WlhUOwLo*WTq_Vn_q zAQIMs^RJ8&y$al~7*80;A!_BFhkoAUQq(LV4O5kySn0->Uf?onfuB@o3Tr&uO&W8A zOPkehY3|uY*bQ)sKdw@NUHjZ33|x)SZ?{a%q*x4`*aqkp^5=i`mFCDuJprBh0h-9> z&<a;ehpWo6xy{Ld0| z&AyAhE7I^q7?th~_`wEZ2f`A4^L~wXMr400>E>;1q&T%RFVegwD%;@;R;TJ@ge?Mr z^5|JzxlvcGS)G3zf-VnhH-e_%norTb5kwG``tlqN=aS=)4prNq=bl*(GoaR?LWzFt z?J7k>T-8ghE3mMSuxAy9;IZ)6Z7W5;c3ws1M1?vzsNjNNZ`?--y()Y%z-76)hzBw~ zsnTC0K$LLk58AHpIEhBx%AVqS}) z_&pv@Jk`Nnr((zK=S_xv@cE%$^U-Gvt2Jqj=V82g}kL#1pC$~bBiZQpqc*z^CSX)zL!Dt0u%x;GMDgr0u+~Qasv+o zHa9Yse*qK)F*P+ZIg@caCx5N9V|e9XvnCvy9e1?TvF(m++t{%>*|C$3laAf7ZQHip zv29QPpJ&dTxz78}mzncn@9VefuDYvg-L;CGL{Wua$kg5#C~j{DqGx7c;sMB8+8R4M zDcjr1+jGm(D+A4)r9ehDfWH_!0y(*eBhUzBX>TWL1OoB^G=Qc6QGcKbfQ1FX%+1Y> zKn@VGcW`&KG`9c&sMM4-sA*~G{?qc03&7a@KajtXPL}3&0E)jKEu6*v8TXAZuv?v~vPd1I+9l z0XF|W08H%dOfCOu&3}pEFPD%LzzE>v05q}u8wPYU0XqBx(E%KQj<%LgPJh1vmQDb3 zMG{mIXK$?^|1Ym{UuYhcLF(?I9fV@0DrS8ii-cc zPLPEW=%3t9mVaS@z1d$+Q+pHVe_Hw%_Lt@_3No^^a{_>XZhxSEav1{wrj||)Hb(A$ zbN?lCaJ2ka8O~0YcIN+C0Uf{*Xl~?aY6Em~`b+bd`=8tS&prYFTlYo|4mR%pinjlk z*Z-=)666H5F=IerX8D`b1oStzxuqQf<3IBvWoKp&U}pNa-PGCPKQI@dYtgR z{#%5RslATtZ+L`{>9{%d~uMQZ6h2)imL}~vI+xB11 zihrj9r0VVf1pLoT8gllg|LgD%m9VhA8^DvEnS&cZ&%(*{_c8u`j@&G4-v2*o|3$?7 zpJzEEkbk448$gGNfr*J3@b~{ee*byW`!6(Nb|&_w|ICpJ$jHw0@96z6!#}Wzv!ml* z#s9Sp{&xN!=YKr{AkYnHg0Qk^Z^HZ2DkVJ?RE?80I4-Kw+szC)801h?r<$MZS83nn zn-cnmyUg&dDu|(elINqvec{C6eNUQZf4CdlhJUgv33!o1;7v;1lZ(DV(Z)%;AHb+z zgq(V+5$Sn3FS`Y$&B3I;zdf#`tY7#BLpa&S>IirFNbN`JlIw>__TYfxW0G7Ojn$4; z5B8-x@8pys{^;?6vVUY~aG>iNx@QlcHZvNYoYx4)C-H5S-# z?0<=o`tD5XZ}%<5UZloj_L;?xs;%fYa8g$|*{N>DqMpg)a`4VVgpU*uLJ;(p#_8oR zUQPPTB>3hEZLgR29+in8ag$bBEv>^v)9=1+ISJWIoRNw(?M%w;#wc6ENR!Q?iC27; zN_mYi9Z}^$*jcIZ$oDH|Tu#OkXnZhdx_>K*xT;pBr>?+Gj57AZX zSBrGH5jS9cl_QJo%AMziV~Bjr)@}dE%~Qfi2wz2Hd2I;*Zq>#QEw!nUS$0;)V7gb} zJMSx3$zs!ULU^yHnCKH<)%UgjUK2X*jXMSxwH3^PhZ#i@FwJtesQ;WDQ~@H^vY@EF z;Kl!v<#fIY&eldlpSs%{x_?z^Z}r#Uf`vbxW}X{RYk0Y{Jx|M$>RF~}?e1zx z19@Am9ayn)fbzf!O?LU6hDRNejI%Td#NCCRfv|oCAJnqf&3)U)%V-2Pp5Qq{6$*2~ z%ic+tUo#TJmJ;46>VN!8NXSobqJGOrpRQ5LuOF)}wO1t7x*@3VeS9NtT9$FBHb-ep ziiRqYEWnQnL4i14UyU4>643sNFY`5LdSdD7b?C3<|6p>{d+J9#^XOdQBO zj}B1IHFGtVnGc#^T8=scpsexGxtWc)nn!97jAwne_xG^z=zn{_jG(I|t~17+B<`Q> zXaCy3NtJr>Z~k38jH6B|Z$P(c^oQ*1&wMkQzbeR+S&y1(KHgQ|ET4kBUJ zMfsH~RMYS(30IwNEx@=^F3E`qHpQ8Gi`2$0=pz`yDBoyp?-Mf}LYzIRgTjsPd}fJ# zb!5-X6j*j~>3^GlIi82a{s4R5LszB*mr3Pq*~rd12ngx)=X6v3O!jX3W{= z^7F-|QSc3V_8n(Ufj5P`NQlTZEak1@5Gn@>;h5Ud`~idO*DZbANbkXm|9&k+?K8#R=e$5SBp9f)uhaB_c81`?A6$w2Xw+r(|^;HB%9iQjDrWqg#Vj2MWMEs zwo8?JoT7nHwF+~mYpKS2g2DI_VX|}H^dx;im%%+n$x%{hgG*1r;pL6^^uUn>YME^w z<7oVhP$pLZJ?S3c1BcD9{A!~mpN=2EM*!YL_#Q);5eN}eS#VIah3x;QX(wlZXN?w@ zJZ+k8O@ArEOgW@P^E=B>#8(o0J`K6Yu|{F|yU)~1j!K0uo_IS%yy5zp6PzAB+$_&s zlr_Vx^H$P0(Fk*QdoMD3MC1aX@9a~}e7NP@Ty~rJb~X!BO#}!QstxBTt$b=Y8upXX zA4We6g;3Pet-Xy{H&w@lc0x!?lmd6e^{#S2Nu$+z@*bH4PK$4FcVyNC1D*&X zGP9T6noVn%+}p;FWKn%0mSL4bxE!r}hZ~XJ*5!-`Z&UD`06pTJ;8{si;P0t-8`HxW zF0iQ9$!tfT5q?a`>H1bfKHBekOBrhl!>7}43UN!@GE`7mN~oMj6ZCB70z(GZiv zr)NPtAQpS4YI%qB>7C^lZws-9vpn5ncO^=cfZ@}zZFX#TY}>YNJ12J1v2DAPj&0kv zZB5@F^>zP!mbIHr23MlbNXNLG1df@_-f z%I`J8Ht-n~27RQwGi^lD;4Y+YW(z~)mX|-Q>#du{smM8>v1Z07t>#_@Up+KQ0aH-d zK1R6xG2Tbo%G-xmW!-eGW8oWTiwW|!U{mU@Ce{4|0+}cix{5)1zroshHml#hVIss) zsQ75j{QP^@&4Nj9;{&+2GquTnh{h>Z9ro~g-ePD$m0zs6%K(*K^fQy7bC3fsEF$Xe zou5RWGH7`zyQNp3ha2Z*1kq0_g+so~op``ZnutZ?P%LJ%nE)PLB?~1B19EXrgNiK6 zH10v(h&f*Xvh3exN`9&Vr#~V-+3_rJB~->mR8*F2C<*~e`V&Bgeumc`5u^kK_Q*SM z>E>_zVZEk2yNY7Zw;p+0LRkB&SXaLc$RvhiXH@LYw5aGFdqlQ&njjUTh@Wk(P193Q zr48}!R8_p3-v&DUuSGXvWT*4uYdOtMw}^|+gvPve)U`3EtO3R}>Lrl(gyAfMh3EgK zSQ#Y^nl<)4XUBn`#3)JZ2JYfxS6f(jP-C%17!syFRK{%xz0yZ%V1F;fbszuMrz)ub zA!YMbhtDexH=E?%$MqSp41&J+{+HQ$J%3v`EHRVh%r`=-Pw`2Hxm+j3VyTVoBkJ z%Doz%EN-9!=B{s8JJrMKUxLRfXVbY|DpmUXqMF~$qRqm!?|BaNeu7V)5sr5XtNE)n zOLMTNo!=Ujn5Om>)Z8O&*5$4>%W+OuNcA+><7Kzl9t?e~c~m4;+6%m^7PHS`s30Xc0o#;lH; z0%-%953=ndlZ&Z$?rta1l?8|kYV;(fmyJ!gThX@^ylV8>o@w7cYF11WkKq=63G(7P zWIcv7Zsfl<=+}S>y3)fU*}7-ReSO%>QL>2eq23y>5JpGNsvYsb1D5UCk)?TU@>v)y zEKRtFW)NyNPhqXMu30+kDugwYrCC#tIExYbIQ0z=obxgLeyaq^k4^6PNHFkn5aS90<2|EDB?h%_SdZ-|?-v~o-T_YgE;O0e zZ@g~q>6lKO6$&uhpB?-;uPFJ}+^Na#$y5x$^Mwtx3EN(Su!(e~)1jPrx~hTA;+mJa zlmv?mtlU5Kjt8gW{zXPXZYU!uwI5Xp8>ZWG1&Y!Gc-`YM&IV47Uq6&4Uhy<=e7t5x zJiQKPadWF)_LT*NKI_N#mU`yz&mLBerZg{$fnAZYC1EBiR;jYwDIcXW<3HHv?-#v+ zA}`3J1z&&Ah&T-Fci#Fdcv<^3aFBe&LB?(W3VJ*mCo)>eX(}fiKRWM$kq3X_*GtJ@oeej;XL?)C%44P8A@RSZTsEUK zjd}3+F-ks?&gbuj$2Kn_b*lF+b%M4Qu$^(v%2E`a0E6*8$S54!Ul=P{CHE?lE9Sq+ zXQNh7%{JFlV}ccMUFjyx*rUrjr)Y64-un2NFOhU}x&1gQFsv^&hf+BrUYczRZ?FUnh82D}Qo`yW`WSr~#@L2Kp)orlO}jd-TNv z!i7Gh#4dJdj&i0S6RdnPbd&ahe?Y{g#qdjH^oHZta60ijrf&NoTcMfsu6fSVAsU4K zERGENn(er|GI_WSE6{XE)pCLB2IT)M7?{ z7Llt)b23;SqO(Ge%T;@&t-W`C`F+22R@O|ybh^%<4`2BHDc2w+enz78m%V~Kcg`|6!H0txAe{daQTT5Ey%0rU97F~uXevbU{A6bzw-qOC zI-+0@`AGklP(N;_Pr?lZm{sDg2we+HoSQ5w7U!gn$=_{$lR=%%G8Z8RVFKbc&4k0j z6WCOGjk)~d+KMPamrWnzC2t*}T?n=d_LcOKZ&vuSFwzt@G|$t_3vt4i8Zo(dBWX%h z{f6}hGp(;?%QQ3*9>y>56}?430_rq!&O&Nu`W&wOjK!hRDyuXDJOkBSreSQ>ss3U@ zs5#*65Y(eM)^}bOeL{+qL^Q;ipd0L4dYDq>e;ZsOy7zeb=ZR%XGq zyLzScU^A?KSc)EU@P5yoMP*ElIP~GP{r502uw*8tJ+%H@ayx0Yo_O;KC!4WiY(R(b zC_>a*vo?^97xS9|c+B-4;iyl7sD(pDHHiV0l^%~7g!-rGX0slwfM7KZbT^_^ZLdZb zc-{UXV{z7>-mQK=ptX_Zo5ljWI4NJ4?~Ge>0!B46Db6lIFjBIS&q+`Ys;1pc31Dgi z)a6kQYOePp2RGpi@ZY{6LLy<6Qel;xHo=lr4KU#AcnBE)NoCwDGDc<8QbDH}Fkjw2 zU2r#(go{DbUYlSvWy(Hwx6g|T&gV|VBXW2gg3Jg8a!I^SOhfI=-SDk6f`~2=Sz92U z{rTN&B*R-|%U!$Ey?>|9)|ULRyUrIjksZ`UeKmLuU3(K>UabiAz5q9)p%maI4){Hn zg)B2WGtM0hq|n@yG6K_@=xaPfof^|8Au>Qtm3Iz)Sc>QD!U+#*j;>Qu595tl-gOGj zSBQBIGrR#3@A>I&ECY4ktQ-a%{XW}|)$EKxJ5RJK#K%oESqGdKKc}PV^&S<%a6JVG z!9>Hy5JyLU@{cbuE#>;%&-R5G;4J9gE3b))?Q7WqqlWwYTNHK`hteBtd)(P5cQbm7 zurs!AUF7xEH8$fO=1w%;;;|aDj2UKQHh+K%%}Zh4Rg%w|F6uQSB!iqgY)pDLBOXq& z*v9wY{zy6JyQCS8DMs{hRi&eu)DtE~HQVOKpVpI7=SKh{i_Mymt5~WK1Ag^@D@O5Z~ zx=56_mHnBU0dWv>@@#fx4T7ZCj@Pg2xtoyGmj4o{DwzkOFB@6q5w=7j#QeMzN(4(*G1K^kDk=7oJBo$x)FMA?}Y zOqXV;Xn|9>?0fJGO8k&~9bJuWBS=OF6h(^5avKqlC5!z`cAmm!XbSt2l%wS9E`@vz zVYj(rvc8K;(Ea-o&)aFtYaCXPss+IbB|Uag`71JEVM7C|X`D`7in4+UELbckwd(sE!3d@t(t z7!w_x-mI;m|1@Ky_JueW=`8;RD>T<+VSzg<87t0AQ5|g?HiJp|D!Ov|qsXMvZgX}L zQNiQX;Y!S7;5yT#PmWLsioZl^!m>qWLC{PGmF60w-2oSUCH>ViEv4yr2)N}YaKst) zHdEt{pk(+%F_u#0btba@n5|3>*b&!ONYYx^ip-lYD!18wcDApncxgrkt{;t}SpA!X zD?T@@`$n9z?l<5vuIn&>MrwUQDbDqD-M5dYd{rP<%XJ>As5COSN2$^@kNe+|_r)~u z;A^JAmodllbsKIuukI}4O+^>R!9m2x38mZcD)MhKvwakTyYPa&caw#?uIZp;2de^%F;!UFh(34O)+*pNE3NK=J zuSK_G_v(>P91HGwhxH3&^+t|Nis_|ZH5Njwt$f4BIX@v_@Ct7FQ4!7SQydO<%om*n zPfYGxY7O7~YE?Ghtl<%_Ti-bh)U8oK-wG{qtB~fKa*E~aUN&dZ7s1X-=jg>d z?r1hz$YzAK-bi5#NJe|_Yrz{jm{bkfS{h)TKd(5CCzw#?$(r1JEf9KtP5Y(+9TQbO zr;x?bKU{ED)H;orES{Hba3J>b45$hT?!|bRXOdLc(-3cNyq}p4yq75BQP=%oM<~qe zzzYuHt!Ltwf~-9C8BM6q@5^4w4MeIYrlHmEW=NM{ki5}+otEi4;Q6PtIF%M zG5jnI#=8hAGmj7AdH=*p>Xp?Wf}$uVVKJoQbh7!^aUjM|vXiEY4%iZSzb zcTQ)}d7|VW9v^*=R+4E|54XIMjq(ET)P9(iwTnOS0DFk?nS~`X`Z%Q#7w=uPCF~4~ z&hptv;U$CsLOv~7@?jj&K2QZv;x?0H?lQuqGsc(KdRi$#Ag%LPx$?U(gf2_|961EW zQJYxyEXAyK%;Gi@waoIP2HaJxvpDdT{&K=ZGT-!^_*3adf=_p~-DV3nkZ4l#!r8*7 zz*hH|9cYAj6jYjbJ6B+RTlyuKa~k?Gc6GQZ#oVS2gy_*nRY>Dz#(S+EF&h@ITx3{Q zEtk6`MIc7Rx5R6EGoO6+;)KqqW8DjGQUS6 z#gt4ZIy?xPZz1H8ZwFZ+mqac8NFHd#-V(V0V@?NH>z8mqtnDzc3EeBvRiVM}qv=(g z4PywGJjorlJvfrUQ?HYLaUzOToJ2@$f^gn4B5@A$8SeW{#smD@jtrvORl^2v*)ZAW z8!O?A!mEAXgMDav|6thyMxfhyhC`@!u8*Ghw0ywqM(`oYCRpM4Q?HR9pMz@$2&d|R zrkf=JqJ&DrCv`rxfrC6!ozyF5G9=b%zVB+?I2*+vB#EeeKL+Kb@kNw5)+p+9Mk_1B zuSi-(sIjRkfAdQUU(97VU)JAWz0RBTZ(f>UmsEix_j>nj^QY#P-Dss9*_c*xwID(- z%YW?jvUGp88o$-ts9xe4Vv&RsAO}qC$#i2xGk$k#tyQAFRIvfBoTQ zT$LrFx)eH6qSblkBHR*}&7P;USHmCWQaD%loe%DKZz2H40e|k%dSinG5u_F!-S}b4 zk!$WYW+A^T9TsQqw zYsF(l&^M=3Ie(j+NDLK<^MNKVO@B;StICgKgp!tfXG;GaYfAP@5XZ3=h$QrAK6LIK zM#uMUhebtiIt@_sZ7sCV^7mZQNviEhQAevLF>(ekA^jY0yipZ@fcyQ{No{AQHs#}N zm$%oo^R?t{3;@%wbjK4BHe12-&vke_S!nwCB$0DlG&N7L4y8%;rX&5!E8$ZmwotmO zC!Q=Ul*vZF^^ZhU_l5Hr5VIpdvWk{x0r;$c3E`oygi%6EoDb4+O`xUvcF1#*w_6vfNiaz;W|1)Hl&bCDxXO z=8yO>PI0k4!;!xuC{?W(nxaD)AR-(e*i0}kQ~SvkM&cy%zu;j0@I_EkPw5UKf#=dQ ztnOk={-s&y`-?W-9L|9$?G#!W#h#-P$#-Yv@%`hFff?n)`Qcn)^`$py)GUkVi6@q# zB?CNMSNC!uDW*5i5y+h(a&}qsu2}R}v-QA3i4+KFLh|H-=<=G0 zTb z^>i;%{bcW#1-6b2@0Z7<8wuS_#@Xkj%dfO8aDSEjN-NBU4Z>Ph9LY=@UO?l0E~@WG z2qaa?mnNhmbzJAlj|<`_m0VQIvlQwPJqfW@&Da(*Dc&wV71YD(NkX8;_VH`!nf$$2 z+qYo!veNOuF~&@T&Ky%2JVOKp6n6IU3GrV&BS~%l1U9Ld9Af8Fl?tgGzMH8w$QczK z4D8y-G3MJdAJEK=MBCjLx_Yr(jJe?hoqBWC7@{)lOeA>t+hUBEPwO=zs8ukxz$l zEeTrmwqw-ts2CThDIjJBr*Jg+)_ASgJuDh|E`c&u{UR*s%5 zy4Q7CiCWrye~>1rFgF!bQ3mM~NDSN?qusxqQR-hpgVM*bl>2w^EF}xoFW;?xJmD2U zD{4rm{q~B`grue?5DXGA^9styZp65MmZ8E0BNi;`bVbq;jdv8u1ZXJn-NHJz@WVv^|UjZ^<&x zZhz*HP;(NQ-XJVu4#Hk}g2YFE%LADk9lo0l!JyCaQhP$%f8-hfAt2KGREg+BGU0Hf z@Wv{C+-teTX}C;{NnHk>j&Tp#I^ z9js?$L>SS}e8%-HXQ5t5M1wrj@FNoD z6lgy8;ed28Q_|h5v7~kkecmLxp9#Y|8=d`*%0$oazO}fRA&h@Kz431&NV88;4bXAL zk_(F7-~36AB|)pO1odJKf{5WSkWnyLkp%4a9#4Gpayll`EXV^vTM@W-zxlj7+0eI--iIox%KvN>C|?+EJWXV;cKCb;uSpz6OpI#8^iB~HwA+C)8Q<(c~Ro>41ReM z8RwZbzZdxi0%mE>!Emr^je;@?0w^Uzu*r|$Q!?6f4-=#KK6%oBqOaGHSTyXX64KWc zu~AYrb{Si{PURx%zjY3hY50S>aCY;7<4LeqKEk}Yi-e+r|HlOW3Jar^^23Dt7ie^v zxVRjc#Lk4oeRN0mPsCsL$?7VHQRJQu{GkP<)jFjQGszdXJcP02pr<10zYZ?HxiYw^{7VA!*Sm{^vqC~tEG2d|}rQ2}5=LR#U#!!TwsAL#Y(cT;Ug2$spf zVngDYwp>>mv$EXcbVgq@MlBlCr-4Cw=0sxdjkgq`%6q}C;rLIEL{1ITspo}G$7HrO z1fYKR0*Xj{y#y`vN6oudgE^u2p3DJ{zXj87Z{CD?i1;AI#{MUS%{`~E&|t1mna2$j z`!M+?NYR=CUKhJYHE@QWEKBJ`l&9HUeit{GR8IZhAdZ$QvTK-_6eB}GUu$?LY{+0y z{6=+U(n8(EhDe6vLSq-zDT570^`q4?`8yW~iQO*yHSag?{Ep=4!}Xgnt5FziBgU|9 z>WcTw3a&K?jEEF7o!&|J!wx@>uePOWDqr%UGB9pMS6eZn6nKrH^B6}#+@zd(QZdf< zFX_&S6|2L1AyyL5uUJi?XX-n-n}<`n`lDIXl@uy+i!Y6$x3cs~*X|XOipByQP{Bqux7VzH4W^Ea3?hmFwk#QNh+7G%y(yC$v6 zz1qy*L7>|1L(&!y;-ugxtq%`HTj`p#z?4HoK6B|OD|JgSFWjH=i>&6Y#n{_kij)zw z9j5!jrz#=Kj=n8mm-I7q3D@R63%D^@4KO;jPDNpK8NiPOBJ@OP{MD~QsA3$$y3?T=htrpKi}RciuY8mpsOg{&HaEATr#>@gf=%FtLck+^}T(F z(Vg_+_&Q{0Cpl`Dr3t8N&|TE-RceUlVrKF1v5utrT+Cj(fdZ2C=|fQRYCM!>JuG-M z;b$%ac|cM0W(A7H%yEVI9gX7pqWt(P`-jvALw6|sKlz*2HJlS6rYT3^hqWAVonS9X z&DGW?V~8%{@+{<6XFQ$Z-*F5AWvljxJC_xSff(`kJ?!CA7Gikl<>akF-qV+V~G=By$Ne-*iQmq^?+TD$+@JeiFTWQA zpN(K9%w81FR}OjVxTPX_ruqH`-)7w>@2;qGn)!gZr}$=}@K~h31fx#_rc@~q`}))M z_{(%T&uGpQn;vPN9{)!2Cj3H?=Gh-0+?;v+%lyUrd;G6&WQ>~)L@C4Her<>QN0Ki<;)Mi8>@y93Gf{E6kQ_P!xI^;#P6 z_LdcE2J858!k|;JU8NS6DAV;PI%J}*>9Z!L(MSq!qe1p+06l4mY*_BgOb46Ew18XW zq1^YD-kZxi%GjRl7>*=>#wXfM@H)CnjUSk@?SB$K_^QN-?QQr{#${D;zc)`S4;-bY z{N=QR6Y}Y=!oc)8Ue1TL5_KD%)dbx68sTB#s60K$RLtbDaF~^;-+*4}!1?Yi51asr zM&fN2U85z;m{kM`#IMrS^o_j?^mZgSyFc@q$3Ooo0kk zjl0kKBTI^y8;@tHSSUC5`$A9j$4kTO=L2zs#-LtQXJ{v2$2#onPHo2vxdJp*ePbS8 z9mE^;A~tT1aOO_C7+?`7T>L=7a&zcKeAQ#LJwdIBRvN=d5uR~sJ^QyqVxKankaMcB z8;|tbbNCtqHZ=NiVFhgfRoL029Csn{a83ha$$t!QU5C%~6r1#gTTR;{;+&jS>Np{p zoR`9K#+i($-3UinW28s6WEJ?irPuxxEl{d@cj#uQSSFzM>XR=V$8=o04MJAl23qsF zhnb<4{;DycA{Cv?UpnA}6UG102K;L3lxi)@Jg{%PXq0+ER;Bv)`navVPb#M`=`ctQ zm-6RDd3{-ny}rwqE5Hwv6V>n|Mc@8==(;)}$<0vpT0C>ky<9-0ND=r~beFygm9yIt z^W)gHy1Y}gu0yYQ3u%G;RCLdQ*3*G#Koy(0jN?jN+G+LUvtBA1G)Wv!u9>HA!$w1& zo{?e#X-4t9I4CaSWOs(nFD94ic4TtP+XWB(zzm%+p56Yl{&JvEoty4+)d14;^8LpJ zfC)xvf06A6wTW~R?L2T;0ONr{nzlMbB-`JSwII0IYPoKn|_&xi7D=E8L&1O^QO&9GepEW!1)d2;v%tlAv-Bnn!$!bP> z*_q*Sv4`wu7oCGl+{q7ez&k*T`OTR%I`lk%N5#ngg!=7ssStSaJ0X_}KPd66rUR zywgRdq9$g;T+_rdt|xb~m1L4gR;&YpbfCA{>wZPJT(dkG6x$ISQ(yFiyVyj9tlJMe z=s)fB_0>59hcHN${S?%E#>`dNa2%T@AcgDnEG{9!vlYOy!cW-K=}#}{dji@tNVA8| z!@EMz-Bqwm^QOB!^kl2$b)QNZMqRrp)5j8~LM5q_W^W1s1Rs)-qEQWC9a;io2l_9F zbd)`oQ$gH-DY%!9DV+Y_gbwa@EE3h10T@xszRXn*(qHC(lmw*^t9ps^^f`XjW z!JFz4Y_->UCLjI#*EkgCI&n%@qt&JqAx^#6U0|txaG!B|UiZ%KQ$37xVsp}VB6SuK zh&@SJlOM8(#cH1f_*QO6T6YX!1#Jh9mTpc1!7BjL5=E8r=l-=yxiUt@;eu@jVyl@V zC?LYsfg>Kw75CAck8kd>+hsJ_CE&Q-@}2)7=K9KJ3BGSNQr)S0K~Sw}e^q>dT;43% zkND>6x!)>9x4vXIbxzi$MQ9@y|M7+~bwkjt7g~t76h><&(MBs3=Uc`EvQM>{RDStK zWV|2PWobT}2!_A=YWMFW%S^IY20G&YE-d|ES0e><+g zRTfHUM7=bF3f6c-TTZT*bbv$@oM&>-FQm+N@mE{yFQdQ;%Id@zuKeY7)8}@$jLa%g zl@p8~28p)`ou->M)WwCc(l^udr12zbj(6g~22U^YsKu|#;4Xdt-kRc?j<(@RR)?*% zBC$h&yBTY{eP`kQ%uM7BMas;;+G+6qA5-iH#aQd~5YjI!VNmnUxAxx=zR?eNn5&4p zH}s@Q#Jhq&8ll2s%-2R4_M1@l9eIDmV*FM#u^^0nZVvOWCzkM`67t>{k>>5g-f;F@U>>hfZ-(Hjc;8|BT)PGG|DeR zW7%n$nsTCdDB0O{+7@KBW+;Oi(Uf`c&2zHeE`7;#BLp5TkL`o3nMll6ei6R(Aj)$FhNC`|-c z(VD^WF?5!UnR#F_8|9v-)p(KN!jGv5xpO~2fe!7C98)0tSiB#5E-Nu=>i9`I=DoDa ze9g0X&#WPsnx(fimr8C=UAT>0L{FadF^aGm@+;Iyh+cb%=2z;mYN>B%i7yX7Fs+<- z!+1r?kWA!TTgwbXQ2v<;-3{l`xx2`~SNE}*9iXNeKAn0W!pvtpt8|CNAaw1RXET41 zQ>|b!Nfn}?iI&WWD!S!OF#oD-eD~?ftyTN0L6Xk|-zJ)QNiipj4ny58Lx1%+am)>; z2|8Kzqo4UgBFJC;M<~9TJCQLDkim7bm$%~-KQL;+>hQr-@y$c*!FzDdo!F<`_=i~_ z<+1i(+Pf95F{x49Jbv(^w8m_1#GwbbS1n@L1x*^r3YF*J#+y5{fQcG;H<>wnY*~AohNj9c2YKx@k5-g4JaJ zj7moP%mpX$x|TpV-r$^@Pz8@SsM};$#h(w6z~G#LQnko~%E|iu>||z0)fgp8E+Bxg z91xqbgns%*2>T~Og<>op@R>w^p6y&XvP04d0$=rd;L{|#>l2M~N{!5ZCe}$YO9RDY ziw~84hP+jADYj@B373UjhDQO4eNzx^Ni|i5D*xF_q-e;uQQ;MhnZNcuQpcrF#q{7O zDnECWthOuwH9Ww5S9e(D8lI*V5fj+~?3zm+n@^)I-jr|S9dz{>=tBj-h6lK^P~tw3 znaVR^{#k_+#U|5khaeHOfx271jA;^%?Bc^s(gotbvPJfjWXjMgpLP(Y{ivzI+x>j@ zEAU}%k!u`)etDr%ml6~9;IyA`wY%1=D7iz^dvkesc6UySz4wPJQ4m99sX)K5{R7GCV^pVFF;LxCe za*Z8PnJwNRZkHy02ste8CY&IuT|<(KyJ`coB4g&p55r-%#P~2Q+S1Yo(Ihuv%s@9e zNk>O5osHmhgGC?LWPuko(V`8fLdVA|7HXU@4OMV-(e{@B-d0QKJkr_Wv$h^JGZmI( zPfTw(J4)a@KCj+fTqYEMQMnWbC6!_A^&5dP9n2+B8RPgU_-A_XB7pH%sLc5IQbjY)Q4Ee?7K(U7DIJ5M( zE0U7Mei&W#gNLv+zkEti&e}pREf6EqHyz^d8}VPR96s*>S}oV)@K=^pbGX-`g&vWK z<>yG=yVSL^k?WZ*2!u~Y7~;UuZHH02-#e70qKi9Jz#(i+{l|*0G_^s8iGtF)Gp`3gO?%e$0YI=b8H>PB7%2k-K8dZ5W%H4QCTqfBKFDX{rxO0P{J*L3sSV z-XlBv`lf+>i_y}gp2Q81J61xP4S4E@(6MD!v2DLoXg$z3t0=ZB_>)< zPIJ3KAGcaRFv=DRkDp!F-)P^h+tX0ns1iIB1lXxvUi1ehf3s5TX6_&pQ}^~&63jl= zD*T$v;}?P{ywDh8`Vz0sCY`{N4%jZ~vhw})I7tML+zB&(D}Kq#F~2dneL(!XZfTpC z4$4agysHmtI?wEGi9PHVSTKw@`;#ALgLY++aM@kMlBlC-j1%JV-EDFZ&et3vFLZBiH>sh*sgrutRpaEN^_n&G8p{_g`n;+oEU1jN;;Dan74^aY_5rt8(&x*X=B;Ac`q{QtqI_1|5ih;d>WwqS$KNI?quq7Pl zJW_usF1JZADZrziy2GXBX|Kc@$v`BpwrZyDYKgH zb|6y>5xLOJ=nyEr^lo}EETOtZZE1+b7L!;Y2}F$Pru^?VHOnS1KQl|ugHC(EUfT~f zN772hd;~n?$3vk5`9j~#N>FIHT7gZKYW`(aiwJgXX!82>kYge(B_A97G)otBF;d52 z@Y*x|$3Pp`;lFPwpKZUS;$aVsAhmi5av2)V=6j`RQ%Et_E(FVqx#vbZ$9}+#Yk7%P?E8I-04_ z3;xS}AsL3hf^AP@hY>V*B|{xt9#LM1ikrZMrJ_8sNM4)*(Hpb=b_p94mUcUlg^FH3J_E<&k`f;`0NRGN z48J+Nd$}}CWW~LkPyI?v%Ce*w?CxYzft&n!oEcCM!Xinny&Lp?gUT5KOVUIIIAk!b zLhOr(&ZaJLnn6%nZ-qGs>*I3N(8qjj-rU9H>FCiJ8&(@@b_ym{JJ}pye^S5{IeN$q z`ZE9e$lNK20Ao)hCxFb~r4EhW0A--eTDRpCraRhh!S;SAgOq3nTZ2nVVf!vdH{mf} zZ&U5pR-1^9=!CD>y*q&?X7Q=%c#WbNnWH)~rbQEsHsCoPhoMeUGj5Q5=}SAiMp}3O z*RqEVQ_&Pv;T>0mku!VrZF{KXrk;pk@!qm>>!9(sEGY`F?<=Tyz*-!-;?KvKv&g485$4f5O z99XcS4ikbDoz$xfG;q%8fc9TTg5)WViN`cp{!q;DD{!?j`JBT(TR!?5JXfmv`i=Ez zwH?S91Qf!n2R4)12^APZ4{5uB5=uCmp*#=(>z$v(esemwvM%10}70@{AdZntO^;Z%yv_`4fBdXmve>~Cbk?9gRedlg98p`rbuL|L~EqbN1ey(wWSgVqRKoH4xk6hcfPbdtfU zDB2kkqb~?ewDB3n`o|GXLc+jtXW~vld_9ywx~H2A%0b1P77^@#yAFyBM+>T<2sRIO zrn-6Q4r_EKCCM2>e5P2<4)XBBnMo*Vfz;4Y5;ZOl6%QlUH(?D{4D;++gv zJtQg)M;T5Fs68-eZUYp@Ie)|(M;tE+q6n5ep#X*B=wO;i4|2HKyak~13o{ZtgFxet z?+%g49OT-(_W2wSy4Tp{P!AHKBpIRc0_m(?SxD+ufa_Ke8IMQ`Q*3}a7t-#E2nVs) zfD!7a|J6_UiTGW~@J|E*{}kp(sNd6;ar8aZQ*iDg92bT^pZW|DVQ*0pyg3d7$ewO? z(gj2ez;9Ryv;_!Rou+_)HjyE`9DWc$!SntNri6{*Eds@d@uu|9qP)mQKM^2o{ZSe` zKrj@95W!1pfdb-f-~=s$c?EtVPzxSp0A*JnqB)!&wi8zc!iy;si145zA))PorF}vq zaZF6gC~zcX92sbeWE!AZRd;xaFq{QZx{K#bCF1L!b1wA6@G=7|IPW=n9-1v z@eoH@2OvdIAyHsEA}{qjt}cu@PuLI-hLU1FT zU|fkQ439}X5I>C)X0P?W(#=U;2qThLI7wYZvK>+tKDma-W9_cfLl&ueg#aUIE64=h z3(-k^UzY^z!9NZd((W+`-7+i;ti#S-vO-M6EY$H61l#rdSaRr^EZtsqLvezoc0fGG zsDPIxf~P3H|Jnt20DIIbcj>c z2RCy~B##xfP1KAR#u+gW!03Rr{iwUK{YjZeyoRXvoVUD__nR=tIq+nvJ|@?I5RG(8{ClSBtMQWQB=G&x z(*vQ_dVY{>06rEb$MVw3Rs{dD{u;OWc3!Wg+ zH(Yv4rofk2X3RJK79@7xA<*v`yTlQrnc23a3c2y3(!91#$eN$STXIRXBZ_{mf28!p zfOHRtGaBNJ56xqrEB)~16xi;Y?`yJl>+}{l^+S{Esn*?BX}#FZyZbyb1^%)V-Q?Q6 z>)Y?&MA>Hv(Zi}uo6j8W)bW1ip-mU+zmDXx!|}t*$>RO+HonZX`TU>_vsUaER^?{m z(VZJ}A0$QLIJjc{aG`i3!-2Y(8z+64LD&wEl-BFyYp)}n9(q0hw>UdL>;8D9L*U!o zW6+@mGv9Wuo*WJjuP)niZSMyD8yjzp!Mre`e#}wnWWq<#)x7uvldn+jocV*emjJNj zU#Z4R;`fQPm&~`Q{0Wt>C@{bF6ql=@@I2G33rm*a#KMt}fMGZ>3L<0Nj8D&}sE`cE zTWDU$$(#9mDpT^_5L??>MP~Z+)rL8<@A>gDTyG|773`w~9^P&CX#UbdD3jqhahCN{ zfIpg_{h|NDO^)I8umd{)#!Ix;ue;T%#6{*?n12pB`&SfrXNfWwzC12hXD1)%zio%g zT!k!u9fa-0?#*!EpsOvQ{`$}M?R&TZ1?|aOVBaGA+Op{~qZ%b`Xos+RJC_Z1vgl6= zUg4}T_ZeK6u<2?}66kA>WQ9|^Cr{`)v-SM9?pHhVb5HFbU_Z0J1ivkg8i8VI(?bAI zHW84>Ta)83!mDJu;V^OW+8n>?%mE9}5)7Wi{oM@^V z9<#QiSHt(!B_D@N12pPI1}gbc_fTO?R?PN^d{u#TS&RzEACR)5lJ%j(#8QS_Uf*bX zdjU$DairlB`5@pVu7yn7}9M&6CLtGFi>Yv~EX=;qRps(eK( zY;E_!tEr=4d7mm;ZvM!r39r8@AZR+WQ5&9`L67jm=jNil@b+=_a?jCLvj~0VIRINip&h(HJ!>k$|MjJl(T2BA-<>(P6B;Y{^ z=GNENV>#aot%`=yLazvz+A8irn@?fh1mEyh0*541wS0~i?zpRDF&J9AeD7{VcFUgJIW381YK~TI1kp9DQl7_9QwLd z;J@07OT%{&im;2b@`J$;Dn=@;53ASTmlIJ$d2f~+o$Ol|_K!5?i$##H#8^ zB5O5%_Z|z4^+(`9T5_Z0Vaj5GqK`<^D6=q*JoedIq`ydg3Y)#xSQ|*q%^&LlKj8!{ zi_;;>-6R5>+N|ryL5;2#d3Cy+y;cA=8ZM=a@)qnNR-)A z_O}-p6-dQ)3A%Q~ ztML426qJaz{P1HxzVhHj-g9Aaf(pFQ)pZEL$XbZRP|ePlb&%ZC%IHhFs9lQ(xV{8}rzuRGOzAKknkai7ht z-KtFUQF(=LNGS}*(wdF-rsbQb#{+biGCZv%seKhmec$oE$)Dga`Ij!V$M^gm{$4HD z8E+4Cw5J%-knh=tgv!vKZJgN~?R~1PTZi7!!Le=w2WHy0ifZAttm~5+>SiBoAI{m@ zz9V8j6M7SE3Ut`(8y(Oz&n=B~SKmXF*ra2aU6^ z2ulWlB1!`T)wK0IUIwBacB&6EL(n^hQdP2j`@zC^QM7pS!w2b!XS-5aQhhRTQBlDB zpL}+VhN=X~?;{smQZD+?U$P8Pl2RSAQhVIyd&*e-YWKZb9H?9o@zotkhFRG0IL)2^ zZuwdP3< zN6$UI@v0czOXW=PPgakL{+q-ZZZPY4&+NG-*kP%b)RuAR3lj{>DpIOa$1*s65_ogP zvOl`Zwvj8}O6F>x=0S5wnx5>ef!p_n&_iTyF;7%r~w|_@`a47v@&RY8nS5VBpP!KMH=EPvJzMpa}p763O~Po$6ry#M5XUdn*F z{}>qi0Wv>&mH@ysxE{Fwz?4A^nEzwI1jziy@W2Sr{SS=mKd^rc%l|RJgDQXnbV2i& z0j&Rd{bLyWk3kcl@E=25KfvTauaW<}{xN9&$G`+9fCeyu_a6Za{O9$Lf%rcLj~@aH zfEze}L^{x&|G;`!{sa3D1TYR*VFaiFc31(lpjbJ|DKiH0t5dLo|7stQb zBs?cO>;K;-edw&-1&t?)~enw?0)}-QVdsJ5y(>PSwoWZm~Bq7C}VmQ7;+JBG5j{ z2v5~HPY5l6^n^`8nWu4{afG?~q1f^|xF4Ra``#~Qwnv!Mr|N{xEIL{>F!RfPaX_DlxMh?pPWBCW(E=CS zpoP0Ot>>|?4};|oh~5mDdhzaOmQ*aQPtnd#1cDic$K|1{1`M&Ut6`>w6!N7#QKY7? z(x@9{v$5Kq80QyU$LN7k#HbB}*OS83EK0jT6UIKy^M*mhskwwv3^nD+)OgQc3{zZT zflXp)I#pPx8Uc=9su%LY5wE5!(0o^LCm~ax0RNc% zs+u?U8_ncd0^`m&IAIH$_7i_Ux(S6k#YO@O^DbKc3nr`~;b2?=k{`J7%18E~Jh|mj zywq}>X0q}5uc{AYCRj9CS_~K_e_E#9bm^CC(NP|^)xQC@I$p(CAD}hU6MLwQf|JF_ zs24gnC@B{@smQnAbKfo2cT#sdDE#Cxl+VPIB;JCYA}xaP2tN`c)q*?e^*h|clGn`c zPY-(^$az{qUsUFW-|a3!X(G3rI#gxksUcvb%h)x$+3)<&@?CuKHmC#CD-RdfsE9 zLS}xr);Xzuv(^N;KGR~J-KooB9>qzZOGp<1>8eLZ*g~93tMDS6v8x_C$-K32#GfZN z-y^TD_%TgY&(<+5;A9eBF5+bJuG|(;if!bMXaes4tk?Yee2H2hYEXq)v zM7xr85eZ#-=m-x8S6LN$1Q$*f9M?$40terS)I5f~zW4_zRXuA5>0>(q?3VQ^1!N!L zuEWwQaeO0UbKghtyWQDPd&i&eQ93oBjM&~~iTZNrt@->Ezn?pb@H~UkhDf>G?=`3b zK(hp>8fOV49TXtd`Y@4Avm-HPOvtpw?caXDBWZoXeRDhk_!8(?^3`Qa1>YXzJSlkE zcYl7^Yu0n;XAm1ab2~FGUweDk6#)hEa-4h{D6Jpoo}I1nw=3DQM_(_Uhw*PCLYUvf z{TXILt>rEwW$-jd%hg%LO6=6aPVWQoUKg$)`y(lgBZ`h!u#^xqp)+W?|W6%vSQqU07$?1Za@|M*z28UM~4ue+_Au-UbG4nwByQJ zNH|5fS|?XVhAHxnCoypMyy4S^d@2qhk8E)nN>iGoxn1SXX3V*_7uGau8vo$Z2Rf@C zn4qpn-ooShP-4UP1ba;9Ao0`7&22V@DVuwV5u({7At`3VD8ce|d&KW;9IuV&;elPh zVCs5bDV00SG%vv~S5+BgB z!e&w=GmZM>rWIS^%u)73nqSlkpHo#f62Ch>D{ME7Z@Is5Q>ppcoS+gm)lkyEcj)Ke zzPN8TD^pSNwDnv;3jWgpqKBm3Z0}aTGHrs&$Y!AV>WA<5Qli)@_pCo>!10x`qucUP zA?m>CLe#-cj`RY>K%fTO*Mv}p_#*fImXMnxN5m6}^c)2ahEXRx32L5{btzV3GuoZ{ z`e{m#^0!i|h2t zkCNeUThRL8brHk~3U+tR0JB=IzyiLw)*IJdGpAx+iSj+dg2#0iqez;Up9#q|M^V zLfWCW^Dgu_(aAWwoOiVcBiXxdk^ngY59k6t$BF{FSY z^5E(=h+Lj|6y}eJ*KzEWqh)cZ$a>$IBW?D&i~N#x*og_+^H}HiScPTNxL{)D{sY>i zcM=k0ul4YI_Reph(X==t4)bG-QrFW3$(5vd8?|MEyO0Gnfi_77_e{G^0y}<{7e9S- zJl&6Ho^J%1RfQekXv6JoT0VwzC~RcG^^W;>^<%j}rt!VhTadTQmyo_S$M);-c3e%z zWj!1?kv8QY9A=rw3kl<@o8qZyKj@i(I4e9Mgj^iTaPS7e4{(SBIZJ5{u27Sfjyn!T zhRqzm+S69Mo#Ek$oN6l}u{!(}kRqkeaTq00SQ;w!Nk=rGPSHFF13BKc)p$p&`!)8S zPJtw1+jlWsQJ*XxDs6^ZKBJ54PgfGk4=EA+V{_&{fw)RnFC+@uuJjyv>vwT=)!dTQ zw^W_f*{B zS|82<;2PcGd&LD`qDVftxp{5N^R*prk_E5f<>B3GGfNFCyV?nJCD~c}bpMs9+W-+1 z%G2dliHM8XwI089cGAn&c5Z%4Zc5&&S?WYeP7fFtNN#mChx0ovUy^<5m%$AV%8H z5j;RqjFB^Q{DShA?zOlo4iOPaA5q2ub(ookGka|&Y_kvn9c#tg=u+z3C=u-BiSE}!|vbRA==PF8(cNoQDKm=msBGlws-<80%JE4*m>Iw;Guz{e0Tzd&^XEK5dKiBT0^0KmS_otSXO1IHJyx~Rj z68KAw%wDzOp|)>o-cdrFLHVv}99d@q3%Nxj_6 zxg&2Pyj^Vh(>Z0bL*hjbQyN;=WmQvx)ocDGEin16+S%paNl+l0wa;*Rh;VSWkufx^ z3_l{PqNLNPo&U_hJf=c{#?uq`bEpVF&H{B&4fylQ5hfb4H*6BWy?^UM^Jnk;0{m{X z`+D4Lc(ppmXOZF(8&=`(OsxJVAMa3b~M-0>c@$~X9EQE%@aGEa#oc1`q^N30o@D-`%j`s<3Q zcivKyGq_kLm(oaoocf`pN1aA2QCrkEV77*8&p#+v9KOE(+d?HhSri~y$1QZNME9r@ z4EV{PaCp9caluGB88Tx+o5i_2`ebAx=pbm(SmWoY#j_Da<7X^utUAkZYd_u@NIMdyMqYcp&^{h|zD?Jf6mnvx&Ncbsw6cNa4>yraK~Ok*qu^!V zS|lDXa08P|#8OT`W(JtDREb}?a7e0vn5a|8l&d8&l``w}sA_h&n`AMg)}9hX**?8; zd5Ubl=up8b+dZ6oS54qsUTuaVFA}eW1YP$-JNEnQZ2xsSnL&+?kAHWXG;oCTt(;J$ zBGHV5c4~J?CUvZf@cU&{f{F2kOmxr{wton`k@YP-5qs?u9Bcbjy$U7#y$kuanyC zzrrW6P0S#)$sF~@uDsgnr^Ud5{R$ry6oaPg1ibPpIseglCRY}51-(&;-vuICrlZX| ztVDR7f1rxfq7Dq5_VwIbHXZ3pC%43JS`GMD+Erp#4W9&FOGjiHE|SuHt`{+Jeu3W} zK=eglhEo9cL8PIaZrFpzolUp0snUYecT#4b9|pf%Z>oPUGIK$AQ$TjT?s&Ktq0_b| zWm(sdttE=70@gj0irn>Cd_V`rE76fg#R!nTdeb1u>`5TK z`+nfy%a>d*@&c!~VCcE!FRfCu6I!M6x-WSmgWraz;Gz!B$zvjF2M4Ev-E;@1RqqCM zQQo~S3E@Ke=;M#{s36JA*{CsxxFoWzZ`5%Qa8R`iJxJ>QI}V`KaDGikcTlqdZ`z;3 zWy80d*;2&qZX(j*GqFMMDAH*sefPdDh!D!7Eby8{+3v{)`GqJal2s<(hU_z5*gJ&Y ztuF!2UGxJhdd46%`fiZj57DF3%qJ0TpPP#4xCDemE;38ikb+ds9g*MF_Df9BWtP91 zMAfjl&tr9CH+l{f;~Iaj$(3*`twve-=gtbkCuY%BZhfvvqnkT7jfyesGntbg%}@*m zzeyk6RpPI=D7L9?iAuyTL~9hY7|G9aSvU(HE*(sH4|8 z)<|N~ytp#km=NTh+m0$aJx^&a`qCRHx?KtZ@-V>7XxAw!jl?OkZPbQtm(5p2x5dGd zs;-J<#6{03a}!%!cVz>ndG}s~phG?bedRc2(s)j;sXD|tO}fHRuJQP64maT$q1}AK z=c``dSuas^_v8l+`3zY%472&Nb0p)(9ET^XGGfcE)XD>~wW#)A_|EAvxflq>uaQ?m zzX3i-jkO<+r=I?J@Ach3@Z+$sE5W$G!M?26a=4`O_IWubzsVP*>}104%^xI{_nb~8 zmD4w~o-RR?-{i1P8`ROe#huOCay(kax2>eB%piTQV)WJbO`LIPZgw#GqY|Ie3pe8c@!h=7|}2M{3m2B(@j`7(2?0pM=@j zN2riB;@c`Eehl@$pkc7SEkZMp>+6tck;5WSwHqOm!|+SeR?oj?Dk?pEK+fAnN&V+T zJ&K?}O7S2nfXyqwC(O$)C=3!!;Tu9F|KG9B5Na~A;3q;#3Xmu^kD|SYrxzVag#UkD z#qfy;il(@KL16<7)Lj{caocX*?jVT4xjYF^tMtF_Ed7ac4rISrVfq}7+>38n1bzs9 zEaGST653oeI;b3U^omhxmOf>_6{qPd4v8pT3cH&o)#OiEZykA@Qr|ioqfx2w3-g#c z)Drcv+zph(?l(8e@JhqUtr8v42yToudyb}5O%J#NQiTCf7L#a*-|7qN8GPf$cJ{f)E_4!mt;Q~p(Bh9J*ylp#+Tz6#raG-cK*vJ@cg2P}Ofuv+p)G z?d8M5Hir7&B;KyHnH!%yUQD937*32JL1zL|pOHSRe~q^?h`=X=h^Nrz-x1_NP(}EU zwDg98$gMu74u&+A8sr#oRxFu9Hz3}ogv0bpSJ+%8H*%|fn`BIaeCY47Ed|hstrh9m z!o@Jd+9oodq7W_b*D>4oPPOH^P0roApoX}{=&jk0Wx1jV|CbVEt!Ua7pX+_1imTOSYB(r}-Y9GXxrh=hMTvRR<_#rERLVi6{r^_M(=r0kcp*#*!xXVm zHFp8bLK>*&6NB#gpRSx>9m*p;1hKQ`^O!vjRlBHj{7=i%}CQdCJIjmSD{KLuNCgvJix81LaIeX6y!;|HpRcgYgPJb-TavQg13V{2Df)ZhXltPd z&x9(S8Mjbo)#;%g7TPuHdIMoj2|@93CHtceU&8CEUh&)(0=ewR^Zp*Mc63aEOAUT*xfm@|+1l1t;Wr@k?*@1OAx>iabdJd~!%TG8*6&$<`1=K0h6bDH0;_|HCL+occ zMh<32Ghyg*o<%l}kit*ZeDV{Dv&lL3xla9~Ak2E}NOz*Eg^zf5Wb-tj#j2`WNtX*t zu!ft@Uvpvc*RxO_s0caigpkGt&-s7l`SYL*3;o2RA7c5`yw~lJrCH0?{iTawz zPfXbY{aaz($v8uu!;rtm2WKcLc8D}>J*%8_dNYoHB5F z{7pr@mxCi_U{gkMId@wv~wf#9CceFNTcWqM+HNCE4p0 z8qCmfs0C7QJiSR-_YsgR8;)qPZ*cixMkvP7@@>DmdVoDxPsYvNw{4hPMY>%2^$fBz zv*y#UOfs+DIp9TO3@VBZsT$JH;E({sqO2a88^v0=xmDCUTbYZDa=+`b*&TEyi;Ld~ zzElVsSZ0NY)Z`*_XNVSGy*l~4#-jU)n1BlqAT*!OlWVGy%I8!z_*hLh^_h5NMdexl zt!j^^Q+Y0DbTw;#ZgHuCMPg?PdJcC;)2*Ru=W}#3-N91c(jUdUW$nn^&!@`(_N!7$ zJ)1X=vY*4^TK`){uixb64eHGZU#jnVT2jWwe8ILS1!dU&8f=Z0|00{5clc8zyk}sF}{<@Yx zPq^K~b2d}UOC@tK<<^Nc+yCcCdCTIhf9mfOp=0~GV4i(r>`IacR1}^1wf|Y5e=VXi z0s=xN*gV?y0XB4ef&xO=Ja6fY_~-=a_#Ra)S68pUssJ4?ofbCFD;HbWzai*9;Y&Ir z2?2Q#QAK&)mx>@EMLB*x*_V7mih=^7g2Dodq6)$yLQ-`9j}*ekoX4N~@4bA2LMikH z$ZP=h?5koX6TOa;#_Odr|G~6vf0}lR>Meho+$~W@ZUr#2W)7t>mh7IKJ*5dEj9ZM< zK^RngmBY$y9E?LB3k55U-m9kR|LaPg2_0p;Gaf9|%m*&0z?25;IeACjdo0PnVz>v*Hol}GMd5z(I z4g#f1uu5+~PXD&nyDH=<2S3aoLTR3dV1PA#Q?D{`DnL+maaHMZRxrBs2_d+B05zxN zReS`Sj~=JXHaCLHN8V}9jbNW7W|@lpqB8_$XNlT{>ZZA$rw^7ui(rBI)a%<`ky8<+ zFC=_9Vd=_qQ*&xVD0Qv#J{4!Z=sZTtAQor8SUM)oApOj%UJ7_bzG@Jb;<2=*M(uu_k3fo(&4 zS1J$|Fgu9o!ZUI1i^*dt2|{tMi|%83iKi{h7YN?tmz)&`pDZ#~zK|)ci*SAqIxQ%DS*ez^ zo;qd40ig&FSQ(@gX3A8r7`tr9JfqsZmdiuQei6WGi$XRKX9$}afD=z#<>pvczKw<} z43s@8WpJ11Oko{h|J)E}tfny?-Db)|nmbJKcvc=lUrlNzx^0Q`!gRm(@gx?wRItEd zs9`ZlV4I24cf>1sxakpbOyJjehewChh(m~9XaC$3_VF8r9goWW;M6E=ehmuvk~ zP7)Zb&v{G3_n1KhQ=TU40kSe|ngzZ<2`GD>!vUViY|?g7?iUrOLH&gflN)b(<08eq zhGBe0FRz^;<@bbAayn$Vb*mBy^wmt`ET`;Gx%uB@O+Rf+o~=u)oRTY7c9_!UC^IaX z!iMRY*NvAa>6RlL;X3Iw4$L~~nhxRG>0u6=TIsb83R=MLY2yh7A^xs!@R*|9Gvft*4Y0W3*9UlBMqiw->QVG=>5Q7CU} zi+l2$yHy~LwQp=Kk^1KRic5fSWO|$v22# z73p+m00N1U{&2t+fnsDq=@da-^~|T!1wfz%TF~xCF!CzTM!WXfz`I^(0Ay00V|y!f z-9fa^oCn=(Ar8;3fGP5yovrgM`q=lX0M>9=&F|MbaAMAIRzz`@s>*sjk2FTF1scl= zQ$|>s8_34-fjQ)gTm)x(1;zM-s@tp$+_`z}a_B;VMkRQmYR`?JqQGfDE#v3~un=~| zcruNZa3FTSXQp$wTAm@fjqz&)$g-=OQd8bds%=X zx=v!X_twNv5K1`OY^&0Ccf48%s zC;Qvck**oUHQ{!ukaEv6{EZQyEG^EFaw&l*%pN1{ zq(dTP8bFgYc+fBmupe@K(f;tZI||pezWi&^_rw|J?z&)mwN^8v_u&PMs5l<`Zj zHGGu%^EBoa7Sr=vQdGL8RE^n@hj=R-+h_x}n^jjh?;QW#q2J?V`h~gcq&~rEendT_ z(_hy2FGP#y)rrBImKlj>VTWOd3>pf)^q-=^ExT+&`QIXOIdTu;rP2=>njM>Cc1nC@ zy~e$sk4YbSrUMI+42E`VG2ql|F8rc>mIuk zoVFJ3cordq`(0&rB!sBf!_@5`Mi>7$0_jv2tTw=L3!e^xOY%UcKg3?Q+cs3tMAi9U z$`Xtmj2z}|zD63!87VAO&;4b50$=-Lz$PPWdHQn=bCYf#SKR^WO2g(O-j#-#N-kW9 z(n!KZo7Hg&c-vf$l#98tIa)=@S&4ta4mofYT)D=P_n+!v=mP|r;%o>{oH;|3U0l2R z5`%A^uL}>P2qkmTtZ+>{(#O?Tp62q!CGTX;J~|do;Chgmc-LbFFNt(re|qIii_+)Z z7=&?Kf1;ZA$}g?@=+2*tL)8$z)Sq!t$5H)m*VV5%R_$j(PH=klNIR*La;P4>A^Ud9 z(mYY?!nbz~n2<}2d{_r!R&jT(m1-=w!3RobvX2`wO`xO&`!VfNjG!Y%f`u{u(LAW$ zyWyZ(?B7dycU3QJfKz{}!Vwz(mr$>nJgzE|`YwF82gMe;EP+5-Q7EGi4Ss$fHuLbd ztaNnGDi&3^6=A~$TE++MuXbd+*oxaL48~#lVFCI8)N<7y&vI7So~Zp+F=z}ga?|!3 z&ymbG_H(+t8^V}gWj&nuTW)ZRXI=I{oP>rsk#Impb^Db{#xiL6$+~zNsc#D7Ykh7@ngr~@+m1@r1MXVjUaVa47p(HXR_@d# z`!_&RH)TOrnI`fuBJZwM$ni+ox{R;)I9Gjo!rmWt;TEyX>W6C=D#aj$Am#}63yw$1 zz*CWxYx>Q9vma>#z}_4-58{z$Z0*r!zvzFa{Nn4rr7FS}c+H}FDesQfr_1?JQf@i+ z+L=Vp%J~8LcZ(!jaPoK<5B0qEKh(^XO-bo(PF}!Bi|SM8?s5}-GUKdvcT@6fy>xM{ z;)Wb5&2RKoYUX-T#PkNWzCuZ8CGU_CspHk&?qT|5K+W8qyZoY9(V<-K3#ii}Th z&1#i;p=vXyJuMA##;1$-%NVbhj(J@QV<~+b*XFR#wm180_7{oeYl9Iz+Ip#i-^W16 zR!|ImLG8l;nMN09q<05ZD$bcXGA9~k+&Tgef&0uzX$$@YQiZG6p`wpoW`XzZ{dpC# z(2p09i_y-6H<(6RVlY09W>ib4<@5c}tJ7dYN2_L00@5-1sob@buo*$5mm% z4S%=`y%Fnj#YyEkAU*6sUeO`gh!32QwLI}%;qK;i02td*l69NV=ZEx%7hmtrN%vmU z$Y2GdL08EoBAy>VHSHub?V|LmS{1LDMRz3ERgyuzfcb{~uhWH0R&U zbD`LeaUrXY{#9K>|0@4djvgZZ-;|6yBLjuvh2k;u@ymZ19@bX!_-|N*o8`^b7d|b_ zD*Z}5w7iVmbwOi!cNYJMMzWV(=w19ja8DyLd^3FChF-=0!y&1168HY=!l8Ksr_4ju z-Mbr2ciNr9f3bdfNgR3fzXAStu#dhu#;4e|zo{sNK4HGc)9`fopn7{+>Do9IQwZ6! zC8z1`!dQJf#^MPldiq?GFn!Zv=Yo`*OK6gj`6j7;lk@ljJ4XX^QaZ$w()C&qfmXlb zVN`UjSB09@+wX?C|G~uEj&B+DLg!4Mc0$g@d{ zI(;j8io<~@i(VOl}%6ee;DwqB;_g9=USioT7GfLV2tAFZm-8ZG-A{0 z-GYC@JwOvwvdrcE-KJG(5--K}_qgNdagNCGw2D|^6X@fIn9w4^%9gd@JVMethods for models