From 31f17d4f75056300695000ad1902b792209b7fc8 Mon Sep 17 00:00:00 2001 From: Brian McFee Date: Tue, 4 Aug 2026 15:55:27 -0400 Subject: [PATCH 1/5] 1.0 blog post draft --- librosa_blog/_quarto.yml | 3 - librosa_blog/posts/1.0/index.qmd | 273 +++++++++++++++++- .../1.0/librosa-display-wavebars-1_00_00.png | Bin 0 -> 65522 bytes .../1.0/librosa-display-wavebars-1_01_00.png | Bin 0 -> 39545 bytes .../1.0/librosa-display-wavef0-1_00_00.png | Bin 0 -> 46781 bytes .../1.0/librosa-display-wavef0-1_02_00.png | Bin 0 -> 52410 bytes .../1.0/sphx_glr_07-multichannel_002.png | Bin 0 -> 47179 bytes librosa_blog/posts/resample-on-load/index.qmd | 3 + .../posts/stream-processing/index.qmd | 3 + 9 files changed, 278 insertions(+), 4 deletions(-) create mode 100644 librosa_blog/posts/1.0/librosa-display-wavebars-1_00_00.png create mode 100644 librosa_blog/posts/1.0/librosa-display-wavebars-1_01_00.png create mode 100644 librosa_blog/posts/1.0/librosa-display-wavef0-1_00_00.png create mode 100644 librosa_blog/posts/1.0/librosa-display-wavef0-1_02_00.png create mode 100644 librosa_blog/posts/1.0/sphx_glr_07-multichannel_002.png diff --git a/librosa_blog/_quarto.yml b/librosa_blog/_quarto.yml index 6ca557d..dce73e7 100644 --- a/librosa_blog/_quarto.yml +++ b/librosa_blog/_quarto.yml @@ -18,6 +18,3 @@ format: theme: - simplex css: styles.css - - - diff --git a/librosa_blog/posts/1.0/index.qmd b/librosa_blog/posts/1.0/index.qmd index e666b25..d761f3b 100644 --- a/librosa_blog/posts/1.0/index.qmd +++ b/librosa_blog/posts/1.0/index.qmd @@ -4,6 +4,277 @@ date: "2026/08/11" author: "Brian McFee" abstract: "Announcing the release of librosa 1.0." draft: true +format: + html: + toc: true +image: "sphx_glr_07-multichannel_002.png" --- -Stuff about 1.0... +Librosa 1.0 is finally here, after approximately 15 months of development by 15 contributors. +In this post, I'll summarize what's new and important with this release. + +# Why 1.0 now? + +Librosa has been in development since 2012. We've aimed to produce a "major" release every year, +but this has slowed down a little as the project has matured. And, to be completely +transparent, I've had less time outside of summer to devote to development and maintenance. + +Throughout our entire development history, librosa has been versioned at 0.x, but without a +formal definition of what exactly that meant beyond a vague attempt at implementing [semantic +versioning (SemVer)](https://semver.org). +Technically, SemVer allows for 0.x releases to change API without notice, though we've tried to +be better behaved than that with proper deprecation cycles. +Still, at this point, 0.x does not accurately reflect the stable state of `librosa` in 2026. + +With 1.0, we are formally adopting [Intended Effort Versioning (EffVer)](https://jacobtomlinson.dev/effver/). +This release is essentially meant to codify the 0.x series API going forward, while making it +easier for us to implement deliberate API changes in the future as needed. + +If you have code that worked on 0.11, it should work essentially out of the box with 1.0. +The few exceptions would be expired deprecations, which are noted in the [changelog](https://librosa.org/doc/dev/changelog.html#v1-0-0). + +# What's new? + +Let's talk about the new features in 1.0! While the focus of this release is on stability and +maintenance, we did implement a handful of new features and usability enhancements. + +## Display upgrades + +Most of the new functionality in 1.0 has to do with visualization. +We can lump these improvements into four broad categories: wave displays, spectrogram +displays, multichannel displays, and display helpers. + +### Waveform displays + +In addition to the [waveshow](https://librosa.org/doc/dev/api/generated/librosa.display.waveshow.html) function, we now have two additional ways to visualize waveforms. + +The first, [wavebars](https://librosa.org/doc/dev/api/generated/librosa.display.wavebars.html), +is a simplified version of `waveshow` that is well suited for things like presentations or +posters, where visual clarity is more important than exact fidelity to the amplitude envelope. + +![](librosa-display-wavebars-1_00_00.png){fig-alt="Example comparing waveshow and +wavebars."} + +The second new function, [wavef0](https://librosa.org/doc/dev/api/generated/librosa.display.wavef0.html), accepts both a signal and a fundamental frequency (f₀) sequence, and produces a frequency-displaced plot of the waveform (using either `waveshow` or `wavebars`). +This can even be overlaid on top of a spectrogram display: + +::: {layout-ncol=2} +![](librosa-display-wavef0-1_00_00.png){fig-alt="Example of wavef0 display."} + +![](librosa-display-wavef0-1_02_00.png){fig-alt="Example of wavef0 overlaid on a spectrogram."} +::: + +All waveform displays now additionally provide an *inverted* mode, where the color styling +applies to the background rather than the signal. +This method is commonly used in digital audio workstations to make signal displays easier to +distinguish at a glance. + +![](librosa-display-wavebars-1_01_00.png){fig-alt="Example of inverted wavebars."} + + +### Spectrogram improvements + +The [specshow](https://librosa.org/doc/dev/api/generated/librosa.display.specshow.html) +function also got some upgrades, including `oct3` axis modes and balanced diverging color +normalization for signed data. +The biggest improvement to `specshow` however is the `vscale` parameter for controlling how +value information is scaled. + +In librosa 0.11 and earlier, spectrogram displays with decibel value scales required a few +manual steps to prepare the data before plotting: + +```python +stft = librosa.stft(y) +stft_mag = np.abs(stft) +stft_db = librosa.amplitude_to_db(stft_mag, ref=np.max) + +librosa.display.specshow(stft_db, x_axis='time', y_axis='log') +``` +or as a one-liner, +```python +librosa.display.specshow(librosa.amplitude_to_db(np.abs(stft), ref=np.max), + x_axis='time', y_axis='log') +``` + +The `vscale` parameter streamlines this into the following equivalent code: + +```python +stft = librosa.stft(y) + +librosa.display.specshow(stft, x_axis='time', y_axis='log', vscale='dBFS') +``` + +In addition to simplifying the code that you have to write as a user, selection of a decibel +*vscale* overrides the colormap inference to always use a sequential map. +This prevents a common mistake where users provide a signed decibel value array (e.g., computed +with a static reference value of 1), resulting in a diverging colormap visualization. + +The *vscale* parameter can also be used to plot phase information and phase differential +information with a cyclical colormap. The [rainbowgrams](https://librosa.org/doc/dev/auto_tutorials/03-advanced/plot_rainbowgram.html) example shows how to use this effectively in practice. + +### Multichannel displays + +One of the biggest new features in 1.0 is **multi-channel display**. +The basic architecture is to map out one of the existing display routines (e.g. `waveshow` or +`specshow`) over an array of matplotlib axes, with shared parameters common to each subplot. + +Where you previously could independently call `waveshow` on different axes for each signal, +e.g.: + +```python +y_harmonic, y_percussive = librosa.effects.hpss(y) + +fig, ax = plt.subplots(nrows=3, sharex=True, sharey=True) +librosa.display.waveshow(y, sr=sr, ax=ax[0], label="Original", color="C0") +librosa.display.waveshow(y_harmonic, sr=sr, ax=ax[1], label="Harmonic", color="C1") +librosa.display.waveshow(y_percussive, sr=sr, ax=ax[2], label="Percussive", color="C2") +``` +you can now do the same in one shot: +```python +fig, ax = plt.subplots(nrows=3, sharex=True, sharey=True) +librosa.display.multiplot("waveshow", y, y_harmonic, y_percussive, + sr=sr, + labels=["Original", "Harmonic", "Percussive"], + axes=ax) +fig.legend(loc="outside right") +``` +to produce the following figure: +![](sphx_glr_07-multichannel_002.png){fig-alt="Example of multiplot with waveshow."} + +The [multichannel display tutorial](https://librosa.org/doc/dev/auto_tutorials/02-display/07-multichannel.html) goes into much more detail about all this function can do. + +### Helpers + +Finally, we've added a few quality-of-life improvements to make generating plots just a little +easier. + +- [highlight](https://librosa.org/doc/dev/api/generated/librosa.display.highlight.html) + makes it easy to add path effects (outlines or shadows) to matplotlib artists so they + appear more visibly overlaid on spectrogram displays. +- [colorbar_db](https://librosa.org/doc/dev/api/generated/librosa.display.colorbar_db.html) + and [colorbar_phase](https://librosa.org/doc/dev/api/generated/librosa.display.colorbar_phase.html) provide simple ways to construct colorbars with appropriate labeling for decibel- and angle-valued data, respectively. + +## New features + +Compared to display, there are not so many new feature extraction or transformation functions +in this release, but there are a few: + +- [hybrid_tempogram](https://librosa.org/doc/dev/api/generated/librosa.feature.hybrid_tempogram.html#librosa.feature.hybrid_tempogram) combines autocorrelation- and Fourier-based tempogram representations into a single representation, which can result in a cancellation of octave errors. +- [metrogram](https://librosa.org/doc/dev/api/generated/librosa.feature.metrogram.html) + summarizes the relative energy at different *meters* (e.g., 3/4, 4/4, 5/4) over time, which + can be used to then estimate the time signature of a recording. +- [to_mono](https://librosa.org/doc/dev/api/generated/librosa.to_mono.html#librosa.to_mono), + [to_stereo](https://librosa.org/doc/dev/api/generated/librosa.to_stereo.html#librosa.to_stereo), and [to_multi](https://librosa.org/doc/dev/api/generated/librosa.to_multi.html#librosa.to_multi) provide simple and flexible interfaces to mixing signals into different multi-dimensional array shapes. + +## Expanded tutorials + +The 1.0 release coincides with an overhaul and modernization of our documentation site. +A major part of this is an expansion of the [tutorials](https://librosa.org/doc/dev/auto_tutorials/index.html) section, which now includes 16 short sections to introduce specific topics, and another 13 sections with more advanced examples. + +Our plan is for these sections to expand over time, and provide a more pedagogical and +narrative explanation of how to use librosa effectively than the API documentation. + + +# What's better? + +Along with new features, there have been quite a few improvements to existing functionality. + +## Faster import + +One complaint we noticed quite often in the 0.10 and 0.11 series was that import time was +becoming a substantial barrier for users. +Even with [lazy loading](https://scientific-python.org/specs/spec-0001/), just running `import +librosa` was taking an unusually long amount of time before even exucting any real code. + +This turned out to be due to eager compilation of certain numba-optimized subroutines. +When these functions were first developed, this eager compilation was necessary, but this is +happily no longer the case. +This is now fully resolved in librosa 1.0, and import times should be speedy again. + +## Stream resampling + +In an [earlier post](../stream-processing/index.qmd) on this blog, I described how to use the [stream](https://librosa.org/doc/dev/api/generated/librosa.stream.html#librosa.stream) function to sequentially +process a long signal instead of loading it all in bulk. +One drawback noted in the previous post was that `stream` did not support on-the-fly sample +rate conversion, and was therefore pinned to the signal's native sampling rate. +Unless you are being very careful, this can lead to some mismatch of default parameter +interpretations (e.g., frame lengths) when going between `load` and `stream`-based processing. + +This is no longer the case: `stream` now supports on the fly sample rate conversion, in exactly +the same way that `load` does. +At present, this is not enabled by default so as to preserve backward compatibility with the +0.x behavior. + +::: callout-note +In the future 1.1 release, the default behavior will change to align with the default +behavior of `load`. It's a good idea to start making `sr=` an explicit parameter to `stream` +now to avoid being surprised in the future. +::: + +## Efficiency improvements + +Several other functions received efficiency improvements, either in terms of speed or memory +usage. +One of the biggest improvements is in the [viterbi](https://librosa.org/doc/dev/api/generated/librosa.sequence.viterbi.html#librosa.sequence.viterbi) function (as well as related algorithms like `viterbi_discriminative` and `viterbi_binary`). +By default, the `viterbi` implementation now uses a sparsified transition matrix to eliminate +computation of low-likelihood transitions, resulting in a substantial speedup (often 10× or +more) for algorithms like [pyin](https://librosa.org/doc/dev/api/generated/librosa.pyin.html). + +## Type annotations +The type annotation coverage for the entire package has been improved several times over. +While there is still some ways to go in terms of refining type annotations of numpy array +return values, there is otherwise complete coverage of all functions. + +# SPEC endorsements + +Another focus of the 1.0 release is to bring the package up to modern best practices in the +Scientific Python community. +To this end, we are now endorsing several [Scientific Python Ecosystem Coordination](https://scientific-python.org/specs/) recommendations: + +## SPEC0 - Minimum supported dependencies + +[SPEC0](https://scientific-python.org/specs/spec-0000/) recommends a time-based, rather than +functionality-based policy for dropping dependencies. +This will allow us to reduce the rate of incurring technical debt going forward, and maintain a +healthier pace of development. + +Specifically, SPEC0 states: + +> - Support for Python versions be dropped 3 years after their initial release. +> - Support for core package dependencies be dropped 2 years after their initial release. + +For our purposes, this means that librosa now requires the following: + +- Python >= 3.12 +- numba >= 0.61.0 +- numpy >= 2.1.0 +- scipy >= 1.15.0 +- scikit-learn >= 1.6.0 +- joblib >= 1.2 +- decorator >= 5.2.1 +- soundfile >= 0.12.1 +- pooch >= 1.7 +- soxr >= 1.0.0 +- lazy_loader >= 0.3 +- msgpack >= 1.0.5 + + +## SPEC1 - Lazy loading + +[SPEC1](https://scientific-python.org/specs/spec-0001/) recommends importing submodules on an +as-needed basis. Librosa has supported this since 0.10. + +## SPEC7 - Seeding PRNGs + +[SPEC7](https://scientific-python.org/specs/spec-0007/) defines a standardized interface for +seeding pseudo-random number generators, namely `rng=`. +In librosa 1.0, all use of PRNGs has been migrated to this interface, with older `random_state` +or `seed` parameters remaining as deprecation shims to be fully removed in the future. + +# What's next? + +With librosa 1.0 done, we will begin focusing on development of new features and expansion of +functionality. +There are already a few [well-specified milestones](https://github.com/librosa/librosa/milestones) mapped out, and we (I) would be happy to have more contributors get involved with future development. + + diff --git a/librosa_blog/posts/1.0/librosa-display-wavebars-1_00_00.png b/librosa_blog/posts/1.0/librosa-display-wavebars-1_00_00.png new file mode 100644 index 0000000000000000000000000000000000000000..1a03435e127bfade524dd2cf57ffda056858600d GIT binary patch literal 65522 zcmZsiWl$W=*Y+1r(2zhNXaXU)yF&;N+#xu@-4^#ifZzmocX!tWhs9xWcUydMp2`2N zdOy8X0mBs2z0=cu`kd?fO^BkrBo;amItT>9lKT2Z83aP=0)Y_6U!VeK^j+W80l)a1 z#J@SI*qJ)Hes?qh$$fXSx3+V#wlI9}V&Vw4u(M@nVr6AwWq5DywY(0VBsh= zwUq%E+<=ackBb1^{rmc~TX}`>-yx_70fFVe!*7U)2LByZAtQJFcVzJLg4Pa`a>f8KJu*jV`Vc<*U{ z`M=)!UJ~Ap9~ zNq(ehmM&h|`NUUmv)C|`sUR<3pl#cn-+LHNE}S8ByA@kdDSWerq}AcoyyeW?cKZ3u z8w85h(Dg=Ao8eM)W1+JKf$9wP4~g;ce(ED9eKs)25)d-__9P=)!_>T9aUx19)8a*HOHYcHm*j}VE+0{P8GpJSS?o5eAW!#eIO zUibh%Z9Q(*gL{9NnVC&RaIbvTZnVwse16hC8ff^bQs8^Djy4EO_kFs>!^aoj&G4+) zf_FY%FBZ%oDz3Z%PtsJD$sawXtuUkG@cM~+wR0&Tcb2sk{Fo)D&BX|=o4Bj`H_{|D zDY*$58BG2;^iauxxr!q%nH|thl?$j1yeoeOD=y4fV1V4#P07FEeA#g5W^{MCzp*;Z)H<^5 zjE;dJPIP^;+*(|MF8c1KqOB#vXFg6r^8C~b(SZKV(5VQ}lKIbj#$~SyNS(>>Tis`D zA|j%_>V7itz|pq#+M->jE{7nOIA|oG@ty0D<69CES=|;V-2L%1isRyq4MVLqH`c2| zXjBju@y@x&W?w|^VMS}?Cxr~zT#1OBM13F488pHXv%3VuJ4-pT_8JzILotN$z?2pv zh&s@>i0(ZcR!Hvqpu~YaTf6FWFULVaCgkNdWkQ{1@89&0?z*CM%!9`mxy>ur@JU_S zI`M+VsABV~r_KH13&v4`i!bkX3wU>wVmrkw+d<^%u(C6hdT_c}MV$Y5*50EY&&S`v zhV5Gv zjAU&kv~3v-b!q07D={5O`k-9I+;L-=2&rzGx&$T#y*j?z$H_6_XNEo|2am2lff#}v z3P9tO3-)>8w$D__E@rCc-ZUVPf#}8VSRt@r$IBa67LGgxP7>IiI`2>TH({XuzP?aj zu%qM0&auP`gOjQ%mMB}-{z%d~yHz2+-88VyC~n8)q)e(Vm&c{~Z`Y?K@Ysa!^CPwT zd#zf7Zp6XiV9a+L6Rbc?GvBW7WG}8O$ym`&kz3VWMe2M3Vxby6f9QO^7j8KyDc$qO zU@~v%QEIRp8RiNJ)_f?m<8 z?%3WDO(e0BEh`TFq#Q0sbEf^ZrVygLyTi);AY$9B+A*QUY^BqYWcJ>(n$1Z5$cpxB ztg{^Gp z7fWb73~!;Ttsuudd^BLp7jFGSJ8``~4?G9c{%&TOFZ-yVq;FncZ7+tJG@`w$t|8p3 zzx-m6MkL9->uB%e0(2_U>!WC~$pmOTUO3$531TDi{@Q-Y)%K&mi2xTZRa{&=27v`y ze?GcfTG_GSG_RrWEsi5}V^F)(wp92ls$b~a_U4XKjk9xvin=wK?}NkdeLlynuffAp zlapWMjNA zrxXZ8+wgow3T2ZixOma9NxlYQ`8D(63)39VmcLQ>=+wA zVwAPCq(6N4Kq0gh^o4cFMs6rr+PuyJ{_WmSV#Aedp4QC%UZ;5DY6TltU^L@NB z%&pLEb;+?{cBS9RiVffxr7>yuxXP&=<�~)zs7kR$XDi;(8^oDKC5poO*})crhkS zk+prKA%DMZWLT+}0}xOwXNUv!1hy>hO2$5?-SS8?esj6$X(;-ON-> za2G_ghF+rrPX$cobMw9Be26~PF!x`Sm|i-UXNJjx$07a0v;%F2ki@fUV2(KMFv4v& zf_f@WpQFeZ@#)nG`9V8q$&DACHyao&#|?{n8J;J&r7s`IH{+3?w)MQPX0U~8U1553 zG&HXk*OViwZ$f%_Hy*$hmch+^iD6~T&0DVzrV69xYfQK#!&N!)NZjhUbT*(cto z4hRs=n3RinS?X8!w@KHzSG`o?EF8=J{;0CqjZ+C~j{4o+xZ)whmKq=B4J;LBT{RT1#47jw@X(Bkw1D+b9+9TP_|?HFPweQSV^4#H0Yxdr*?A3a`;j z!+u})2ed+xLa(RWUAfk?20UZ!v5(lQHo&rc3m&?Beu4`-$m-Y)??b(am5Bqrym#@8 zMjN()%d0iz3WvdUL9#l$K>R2X+xY^|Efo}2^I$4+MsqDt$ zZvbKuTG8A#2u(KCU?{l^lv?2y>*P51UF?f}>@EF+T~Bx2V1e{Orsb@USddTNZt08i~fBqZ1iSLeCV{}uCcs{&v8Ap2kvGT!@a;` zk{nRaWwXFhDziONykwE=YIWTD0SvJb54?0IN6RGvfenU#WHWZvEBNj}c(5g!bL+fS z7|a@UHHew^w{ZI2Rghq=y6>hNN+!CR2;$@8Q@Q-+6=|HgTv%-PY`lT`kX2Sj728}) zxWkt+jy)}{RSla7x{x@XuV0S$?^q#zi=SRaCLALUtNm9dD8A%Q*jUhN_jOwU4U@q{ z92NTzC}0c=E+3nV@uAs{DmqMKTd3;SqD-6b<6WiP`)7k(#dtZJ^0VSoc^vGA(vzBv zV~HiPh&Tq;9d?<9+QNq6?iUblelHy`gwqfn%Wh&*JeMY6qklNuO;xCRakVp=emG;a z34<|DCh+?0WJq1}FFYjK!#)WK?Mn1^2oy9F3tul6r_Xonwt=$#l{-Qy?d7kcK7a@% zJd`f*>Xs(^rg=ah_NtjIM}-e7gLTf@4c<|$G#4j@;Bvan^wGFDJl6Ig87^x1G#ZIk zM{oMVhn7FB?IaxF;!n?3o%dFMBPyCkVry01DX zexQ-Py71fflD%yq&~^H49zN2ZoHpM_=Kwcfd|o}}>;jo~`OXPH?Y6iefJCCw^czd8 zs;$vLJNWn}UF=ne`WY)7UW?N&{N`wb7m|Y_!mWTUow3F=j34(LbLL#Q>4R2ne*Qu9P*ViZ5F?`ZXbTM>RiZIJ>GW5Yv|Fsj5go9$h00g3Ra#$K{fN~ z-%lb3;yJ(3BcApI565M0qX9`--|31cEM(a_L&mz+3d;1`A96Lph|=l!8H8EmZXt?F zCI>QSb2Y;y!$KO2HjhLBf!-6ySMRJP_RlQXOYUd-+(}Ifm!fcXy-!`L;S)#!fl#kj zI_ED>@@aNKAd~4C?q5+^AmOxTUUd5=gTbT zD{*9QF8-RU<#K}O98n5$G=3nvGT@1zR$L21nveYVSH}j{s%4~~4f6z61b_E+lw_+G{a>ebL{`sNj7Fim0I?CYqLggEp&Q(ZDaR%*F_ zbyfOv%n(q9Hq3C>^_vz>=GH1Ndw^3r@}ooP4$QAzoRY6mVJ&6yG#3YE2wj9nW@V0v zy5;lnh~%x9^<8V(3kwScyN!?FC6yusRB_iI{9jUbX|ES|{NHwtK}bPe6S3e)TDqRh zoz><3Z7~&9O@&kyB6b?|p~E7ZpPrS(X`j(DQaeitaftl}9qeBLRWcw@INh9nKUk=z z2UHLx5fQ%}(xm2Fwe~N@!|-|QA5&vEqAX3~##qy{lfNk?d!Pc$ga|Bt=oX`GrC6X0 z`r^-7=mu&!&x2>`U*E@I&&)Q1&FGk!3x|fJrDbJRAD7T9w-Op7JoYr6zd`CrdHd zi|vA69gq>1U9A)9If`=Tf2ld~&7$S6Szf^$K+tsO45B>ZT75P_bVP!n${mp=4}P#SIdWE89_|t zCAqE%Ev}vFwmX}Ze?qy6V9#$&CU-Sl?aui2-Y>LlqX`a^xtp8PF*bKHqoA(A(A)Y+ zed;d{cMw@E&E~t6&#HNw(_T9g_xq^La*X2;pNDWoZ@*30#(bYAz{x!2q5$d8SX`6j zyn--S7JoX2OMa#+!WiQjUm6n2cVa1&ZirjADc-KhBz&&dek@@1%~6sI18V5;Jm%N? za7IRMY9ynDR5hyRH6`oB4#GEYv(A+?#W*Em{knMzwZW!hv>v$Tbfw7ogjwV-{6yKk z*gTJMB=>qz-d%Qu<5k)Qn86%fO|`KG8xPO-)-^3IhYP$WLv;d{-A6E*uCEpZ=t?UJ z$27J#zSsQHcpAzJ>kyb7pz0!TjROP&26^KCX#}t+2s33qR!M4KoKucgYGrM{RljUB zpV(JAXH0#29Hx!lyS-WoWdiNA=qhH!6D6B}Xsk;R(#l|TS-3Ln{lF1`JxR?xiQh;Bo*HaoN9kAs(5biC#IBY1V2&xEX0E$rsC{oesnqg*0O6FW<~54kpRQ8 zrEKT*6T=iQukhL6Y?7%avC%kZD~WWRdK7PC8Vt$> zRMgPwbEg!YWEb8Dztzh>{tq;4AG^v6^h#e3nJ=%i@ilAwl$Lzq0ly)+ch3eHs8%wL zWCkWUaU@R3wV}(eT)?T!MKUSu2eTtvTX*Yj(*%tt) zx@|5rg`rJL^Rp1`Qr_Is*W;vf;eakzSlTK4Ich{YcV_PZ-GDH&Vqjv+M}y?@sC}&j z7DeO2U`h=gkQ6Mf5Emw>1vaS^DMnS7ZRf!bL#1HrZ7t(cxAiehU@Ww%SNcgm6u;5t z_-H|TP%4Vy$n4lMtZs?)KDgD#Dq~qa3@ohzj8Ka6FQ4aCYjN1-mAIx81h}`p%*Ztq zj4q_&z!}x|7a?1zVeBT)q^CM!3-{DpS2E2J3m?V#J=agjhyhxQqpORMvX zVS9hZ-k7Vz25Ii3#Fo3BZz=*?t!#9FPE|28I#6LP&s5l++((2}>!!~d zK~8w=*oYQRDc1iZmVMeh*{rWXXZBOV#IUc4vX|^DK)EeEYQ$M-J_)9j3!AvFrMLK+ z$RZGD@GY}q1i$;Vo^r9oXBAi`ub(^GKZa!pR@NTC?NCF}y0*8sou=ftCxBEdg=w+I z1Ot-JpQz`tPt|gFP`ccbo|pG=0jL_b;5=1o2R@>Lz@p}q1C8iC^T$59I;3d`w|*#2 z3*UhNkIb;qKJ+C<7RXn4h_O7s0T*ElwkyfZBoe`NV>;;LM1(TNW*>LLj*wA3)>C3P z4yDktfB%}Ip2Jo0gRTHW(51hti?G&;2W4aB?3TrA&?3W%#%GPRS2B-$Kh0e*CGy=s z4`==4Vejia;U|~lVmL~>qv;mgL-ChaQ2i-D4UjkLkIc7SUdklk_P%pEhr4=ZhlYeG zJ@|;~`MljXIK;B8S{o!pt6#+{uwls3I}Wh0h7Fjmc3uZl;=SEc$QJd9)6|i96ZB>3 z&8|~U%iYfAn+%PQ~gIJIvApIY}G0xF9*pcx`2P*Qg ze?ySC+E1MJEu5EDW~cw9I7Z%k=fQWJ_daSifPXNHOUkIPSJnCrxl6ggW~2~pY>#HK zy8Tk)6Jt|hlyxK8`C^Q+D76cYYg1Vsx~_INi5u#%oG`UgVbS}$Jx41PRfSQx!sFr- zc=-#gNuhyiUtPqpLBa2vJH>-emYFX+ybU!VzNGPNsPHU>&<;eK)sFO`p`jkzQpOkc z%_l8~J)KswWvq}#f1h^aEIgfxh)H^RtLsnrI-!NN0op3+HY3YuxuvIT4y%kx(5IOL zo#dz&UV&%IEAyFZRBZYU+EqW+8>Z3EKN`PKcgH0O|L*+x-L{)U#&;?=Z!Qr~T2j(n zoz)=&6I0|ugUzB7scSnhRh=N5(0?MbG~iS)k@7lziN6m_fGifnRB=bx649X7WS+9b zd&SNBBf=O9%gjbrDVPqNW%0=&G<^CvZGkBO?E7G?FZOAwF!8O9S&*Nm)8i<3Ih z$u^c*S^8`?966ilbR zh?!qenpsz*rJ7bVRY}f7&6&g5=*JeFxwlvVVJq?qePu$3@5cEJUdDf8He_8)vtE7}y&W=!v9gUEzbIwVq7w9*x& z3$K+r1`qgUa36-GCbn;GZu*#h1>=z0Ubh3;^AKPzGU>L|EzBhIqIGh;p_a#cF38IR zo}&SoW5bb#vNcaeB4cuOeYDTAj!1kx#5Ysrd069=+X$--!*UxM+|yO=~$^zpDI5@ex7kqg4Ck;+PB6=xcaN@RMEdKSO4JTE*ecJD4kG~xklJzW-z$nq=gr}Mjp z&bK%0s5emW$56@a0gC+_{Y!KsZf8+`=&vJT#jk!SXt_{OpZsMO6V0nUHqVeMlYuEVPMXD1Hb!``%{zqLi{ z1W}kNj0Hme+lU9Z4iwvhpDGr|px6Bg)&s=l|G6ZSvF_Frz{i|Cy3=WF^@Q67qpGJ>cmcArN-#Dl4K=mo5-M7U zz*r*lGvMnCuCA^Y-lKrLWd@3K_GPtxn2$a_*YmNjUi z=M_3ne2aj4_3K(JIovEdyO%hV`aF#}Iq{%^)Y#H@ju~DXed+ctaavp_T?oV=PzLms z7uKyV#|MhFR&Qw6QtZiw)t zd1@kQqr1+`bsf5H0jQ(yy;z)$myZ(~Q3`)t*a(?<`$X)_X-;WtH?tcy0?Xbg1xNJ6 zaZ#8mDa0Dth|ME-Yxy01oLYD%QnQUL6TGRm6ALX-;85dG!bUtE;+i-dDYVL~Mhx)wVR zIzg7d_tng6M9>irqtVDd+z??~`%3Lb<*hQq?Kk&eVZkp^&%Y(yO)?-msH;Dbv&iOY zGHkw^xfvR=i;m;w#RaHpS}I4f1AzwxGAy zOAk)vINhq1VVO;uQ8qoMK8z?&>V34Uju7`pLoAn}?v#eSxXp)gB%oqQbkh)LKKI`1 z8m!lLEQM+p5|Gy1{RvZ2O1yM#Cz73k?iXYU=;=U3&7)-7jg zP{mF7O07Wr8WOd>$vOA=N+Fy|>uHig=0YdMT!A~1IZC_R2%G8CR@ynq#^;0vPp^p_{6cjIFga$kz7nn#>lw0Zg)nlW|Xm@ zuG&wII*#DK3X*#nt18B&yp4rDHvW#l!!co4D1A;}^45$ODy&jX$*Oo=H#O<$CXJAC z)3li=hZ3h$rkh@@Hujg!ig*vs7+A;Neg$fhmV_YV?5@M455*~2I_q+XhG=#ijMY@j zyDlP90ZYNZ_)9p$yPy@rLF zAXTapZi$Us)@(3n?TxVmAqGHCkrtmi%u>1{Y}samRs?-5Eo?9%(p{RWYf&Rcbj(oC z*Z8*F`2}UXpNyM%U6cRq{M$*+nCPZx#)(O_VSH|AKrooKOPzpVcUkL398ZB+Co%Gp z+~cqc`xg7^1O@0LR-U1?5|;eV(`_=gKrQxB@asUlSz@(T8@5=-| zK^{u+ghh8tCewz$tiWV!97!8OHBeI+u{i1*e0X@^5PUmMZM)H*{u{EF0*e}VS9xu| zenK(beo)un#eOkK%L;|>t`-6+U*GI!*2TM-z*%c)>fm-^ zj)T6he;s}=F^2Wkdg12=4;5@VE@TvB#vOrt-Pxs2Za8}n zYofUca=&L~EDKY{hth99-|M?nP46ytwb?lX&ss(lk_|6QDj%Y+PF11X3oto=&4T=D zIy7U=LV|f(^MXvR8M7{P`X+RMl3I?ph32E;6L+yfn#7`gZbjW^?>x%@yYu03yx}2W zM&_$R4-T=kEr3n!i(m+jqcrjAd-#CUpBF=Gs$yv)euXc{@6 z|8`GB#J_cGpE^FE<&M->2j2^!^`pL2{d-W6yy!(vVBA?+OmJUQV!WSI`tzB6?ej}e zQxJ$ygnC6UhN{okt#rt6f7vorqR|k<@?K+qvhtv6ilOuQT|W4{G8IEWUL4IFvM#Wy ze0Y}TL=G&2^lx=gLc0g`pYHV_1CF*-kHfl;iS<1m9G;%I??g471?6r8L^%j+`$-$d zZuYWF`%z9xXEon&U;oLBG_lS=$Eq=CRAvT321soDygXD=gpuD51zo-LZ!9WEpJB-+ zJZo6xAu&bMx=OxLo_1Wnaxj0ffJ!L@k5*IEh7tMM2RQwV2 z^)EPVa^a6O${1E&Pr{Iu6VH&J_`oz^dAS>JUQ0XWc5+0|hS|i8w4$`(akZ37S|jQk z>hy|%a8O&OhVdO9UfkimT~k#~WPuG`*3YGbf={Yi9>(fgwZrN_unuQLxg0p+@NkrG z`P7fH;tu4W-J&6|5n(ZG;8F@7ivwLDDioY$Dny6)3c_Tlud8d+lY z&|N^b@O~lkWe|n)viCp-P^Ia}qTZf{w7vx^yE|<3W#&!kA%xcy^~27fKEB^H1etU= zWm9X0+HqARh?`AN!tk}e6;D~PbMv4gu$UV@;=(0fEM3d6dDn7P&TnTL1P*t%{3RR& zb%5c5o_*?h-@TP#N;BDpKhHmE+jbnRfqI;PLkdLHh(?<{<{<`zZH z?&mX5l+2Qbivh4=oy{T_9V25tz`UtEKRpU|L>wGg0#-rZ^t3Aa%a_@r0jNp<5=m9r zYBBX`Xeh>3d$rz5gNW7eXFnY0+}*YKp4P0>hAFF6!TCY(IdHxqAvPdRyEhQ6)KlW3 zagew(ACJ)W>0q}MyuUKVXYTS`y^fHw%f-!AmV|b?7iKa31 z$xc}V9oS0fhLO9#J0sapecyCx>B#h>H2XgKDw-eGAUK1u!9t+w<+1M%VQ~0tyhS3hTyUaUp%Ba`EZ=N)h}`{pnYS zi0EdhS|zfu+*)B2VL0BFr;%QOM+Lly}Y^A&#+3JOY{_r1#P?^2&nTKX_uJuISG%bTzJvJT0{Pqbz06 z!#}%lZ5ya>a(3 z<=VYA=ba>&05Wt2@wr}hUA5utLfu9lz^fZw()y~Aw$?OU`7`rrxKN*KXUa2n(;Scz zdtqZ=Da4{w@nn+_ikj0`j-H7?C;rQOuAY7zg_l*Y?X2zJO~Ed=Ht)MaP8vPDX9m_l2>Iw z2Di1y{qt#vKrn!sd*J^E;_a6j^@ZcoLRwv6*ZV>T2SoZbo>vFkY%la{j9-@PwWpk) zr?|dBW#KPxZB8l2h2pQ06$G0a{^%hX#z`2u=0^arlpMtnX|;4Bhn0K+^E7H%7sWO4 z#tP;(1(Dt7-lkb7M&>kkH!zJXUCnDMDn=J=3p#GSn3ONFl^2w~v^}4Bm9Q5m-;_8y8F-d9Wk`)&Gt`t>p$`~BMTWh5dBmg_cA=CZ1 z+fP$pb=CipJ!htHk6+#0ebdF~Tapu_iJO~I*hOe4dKA)HP7Xy20NM50bY9JB$3WLf zP01RktBoW9$pdeHj)Vm~E@;$;dGa>|H5r_Bk`jEEcO1`MyZ*1PD5j|8eJ z@VVJcE9sZB7IKRT!98eAd>!j>jkgIjs@%(d*BEIU)OJ@g$wSfh)4m zZ)b8@;2p=J{HrGFF8$`-8P|lAXK%2lR^SOiiFS-hjCiPU13`$dFF#+&i!#v(QiDb7 zm7^o;LD$ZMKh{sTk1~$T`%=jR;F!%Xb|B?0 znWh+T8KT?LB>6-SrArSOGKm^x3gU?LiGD?#yb~2%ux!LQJ{*y>6^Pdk>Z4gpY21xc zQ77^x5TkW{h>^uO`OSS;u#^YZbCP~HFHLr z=eVsR+V{WT;O+VOfmom6fc}*GkHelmb~#x}RxkVZAw@|XAmBNnI-95L&yVoTqGLgT zw@>Bc1Vc{bxR*bsSS|yUaGme7&)Ii7fc2HjjdpvO{EH*Zz$bEnxt^3n$V%<@^ltdp+n2G(tO+dB_ol`U8TU%q2#MO(!Ir|HzPPMAMF_u<83HY`p zIPGTIB09W__2@i+%BlBP-#H_wUNxzXLqx`g5|Oqy0(-=ABPNyWI|7G~fzy;py)%{^ zWPFRw*$83TN7_@35EHmdjke2sF)~cqO-)UvP;z!tOmRs`{*nFdLtVG^K*p6Q#v2m=)Xi5bRi6-k zexQ^f|M%*Ls%l(QTB?z_1d-WM=mah6r*+0KSGApn$7=)@Sb=vNMesqq4O4oOg?&Av60IvoGrI7SFj}ZWLnO8gu^s@KoX=`}7Y3agyja4a;5n_}lfK z&iRHYD>!l?i+M&KR=Zj$d0L7x;|L$+*~C1XNa2UI)y|s$+!7vn#@gs)>?gU`D7v~i+aFvegu(M%7DaZ1dxwfq_P@a^Fy(yOTO6==EeTz^&tu`b-?yp z)rpfD#!i@wqi~AOjS!U3)!?_q7h%^4zjibl_#JF;;R4OpfR;A7A4xIyytWd)jx z=*2ogwow_8oI?z=8q_@rZPhff>Yw5!(1snoPW)dOSQYiqA7jyFQc)VA)Wzs3iz$pq zHI6X9|0@D>$cmi)W7&9*Wi7`@U9V<2y@x{tlnGUDUKcIV9TA7s?8V~qa(IW`{m>*% zA63LmC^D&yU|cJpmgp*$b!4#oR*rrAwZnrmw(>chR(%0VuJrs7O(aZwmm^@z2R<#I z+&@5L0%p?-xa6@}qa-I-YG(zs@EO>fNB~VJLF4f#Fm_qV80q8QQ+t^&v^rZz4^DM) zjz}}L2(tbvZ<5kDMdB>2M8_1DSHhDyF{?Dk&`GTkzJx;1gR5mS%tU7*dUq?ZXm*en-_PEoLx14U0a3H(MEh!ocCZU*1i^uvYtO=y>+5E zOr6l`G<%8G$~UX1W03|`W_K7ZVEf~#W!>bIfCZ-k9kc1@h&e=l=e&tP`X&;xT=emz z#%pR!>T)ZskJK2%II{HVc`hdLdFZ|1ARViusb5+s{Zi#HJ%fhu#otu9FKJ(k!;qE% za$+3Am+z?^HahN0YA^lc((3c)3J*ctkv{i}HlS!COO8L7u=$CW3ah*+_pJe_P+j&_ zJCZI6x4H=+%-QNTiW<&%X-H6cH}h$Xl4Sr>5nad#V$>jLHp00rpLKm zStlM5gUCa*M)hDbTyrL;BbB7wPibH3^%$_{xnCkmTD>ObPt~4qJv<*6IEZ8_BOeu8 zVE0o$JwX&={XF$j;mh324*?$b_#Ie`aA2O8@%v)N@e}6dTY^ubvs2Llx+4l>^riU+EvR(mCGe7c&FJpFz5NhP^5&m!Yp}xq zm~Vc#I*F-#jXyYx1Qr8f3emF7z4Vp-aZg{dFW$G>UL6v~+aUJ0zVkXpmt$LzJ{}?) zRh#(^m6$kfW%8MXy_Gez4a(wAkU%2f2E80w@N%R)k*VUKr`?*3}H; z`tov~Mf2XRwT`9YC69(UEi(t(@E2cz+SH!#ep`S}+y*c&WamjDp7l>S zy3c!mw;z63d2A=@A@9Y!HXx$6*tZK3`AE-o>ayp+X_<~X29}U~Mef`*a z3qpJMHKLABqyBdw5v1+OJIqPM1R24_?ByYLA}54pds#A7i#wFaJuQWMMUd|#I3Or} zAHO6|kk}%qs51ShyX2yFHd9Kb=rCQo`HRB*Bo^>&Y(PB_jWSj1Vp8s)Cp#8-Y0|kG zT2KtSkSRPn;C-#jBX}-7wplgzg%EyCsY$B8?-;L%XO~7!G7+x(>vDO7WZ3P~FQo>0>0Q zDbw@*Z8GEE=glp5sL$x8)t$nhi%;dKi#Te0c`gtoV9`?W(@rf(_ioAS_AuQYkEqrp zs%b&oj&U(ZB@Vv1dIP&!MT%f=FtfGtW{CZVJzltTYtyF2UcKX?{eB>^X{s`JdM*{z za~YtZz7>>7fFnDTPs@KO5G-Rq_t>uAI&K)3s=K4=m|x2Z5(|y&mW^0 z#P%}ISU%0&OVbslJ8Ly2{5a_3Y@B1GGSBk5B^e#?GE>KIrq)z&qax$My6=<1t;1I> zR8#oVileE*-UJgTWozKQldu-m{+x3470p~fwg_L?E@P=kA?c<9|D6Z=|K^E`nsZq`BY!<9c6LSYKPF}6h7}ieM<~#{u%7RDw^}= zGGAZDl^belx^*6~QixzxJW^5GP)Q9_%0>t(&78iUBhr^)9*W*5;cG{2RYueqX@n8( zd#j_FLxa)&?b*GLHBz_fIL+3qiWhI_l}fC3CUY&~0XxBJmSu!^su6E8invbutDl5d zO9OlP=e#i)UdOuMu?u=n!%5(Q?E!4}qbLr(&D?-Gs@}$4w9ywzVhOs^a8vTAdD$j; z=lLJ6tKGi&cWKVXe54$~Y=p)7hf_b^3%A-n9{pprPp5FT7Nn)p{waXH8mtkjwNr)d zuJr|3)>?%N)ToCzp2B>)_gA+ukj9&zT4T9Imx@SCW>dwx+DXr?2a2@1XUE?s)CjfU zV?zD0`IrBz+;YE_%a&oVq9RrGK>A~6^HQ4mz>Lk`WOR;aD?!th258z+4mesfV zr#b=MdUnSISuQmSuYND4 z^eF41ih0OhVPKu-4!nZtmHhEfeNH3l{J!hwy`Ev%a&S+1`PbvoRE%){XBnq{`Cxv+ z6F;C_i?a)z&|#Ku_74fYm~GKia4tVL;f&|RGED4In_|4bJ2!|}MayR+ZJJ$1hv7(= zHCv&}Nyl~2}-4C0^!wotkvN51cyw&lCN30bZEPqP+xWU(J5k7HDgJ~rp` zLfCf-w2vh5i9Y=3P+(HQsFUiv#%Ctl>%F0USrT5hsr#DAD!N7~m(P*$@S)8{;>7~P z#z4OIQS}H<91@|7L%u_XnI*8hB-D-uU#jzJ?AdIJXPF2dt$4LN^Hi45GB&prh+d$) zs;W5jm7X-Y4$iQ;%HOlW`<>t=B?bSPu|rOr{+mqZ-Z=^c#vkKCM^MjnO zT6RsTEz?IfRQ7U@RCL@~ z0`Gm>Pnir34%T^GS$Y6(hwlLbsM?mxR*Sy*Jaej6rT0SVgLy#QE#?#i{TdrQl14E5|NFZjd$))D4uWW2I)8K&uBPgvcgX{l#F_9Nx(ao zyy)oYISN9zKe0)8vIdU-kF~dqis}vDe+Li{5isafL6Mg3?(R+j>Fx$WLAtwhKw3%~ zq`R8|q`SL3&wPKsv)2E`S?in^XTKVkiKk0Q z#hd`@?}pu1gSIU^JqbwSHY`R?8!n;fr5B`9Tq)EPt`pRp;(8Li@<*8&?|f{RBD8n0 zaVR>XzcvB^msu*&9COCXxld_;KCT5GLMDt~X~L*7C2Wbn6l>Ma@Y9Lu?j}!3 zH8@ow=_o1+0(*HrAUWIuK}!*kU#^}K*)~N>NlWkKM)KwCOh6}q&6Q#AziT^$0onHY zc)HO-sMB^8KWCn%-L#TcnOfQ17!S>3RUKKewI!Xv@0~4*hRse5&BLnz->RMHDnfnF zhH5kmEvLV)Cr97RP+|i$Fc3m3Fg@MEY^;-&ekI#bMnWJB#CguWq#U+Vi0PwrVK(@% z1Qe&|&fHNwce!lNnhtE*cfhqWjwBbkzI8W;l#{|$o;tN4{j19`FoP*|mU)dkxvVcy z)xNoucT03<166uETr}MGF0-UJyN>>lnkgxSW-qnh!>|LIa9K4chbW(AEvii{H;i@R#kL@F*UIYzn=jpvPR`tPnX5(3^ zT^C`~a$}(R)7HOrZU6as-++eIeJPR~xN5 zBNMD4RO;Om-V@3-e9u1>?TL4d%Nos()n}5%5Fd4N*WPbBE%Y6HY;8(#$x~GjDqFJ| z5bddX>3mMi-0E{K(xZFAD9CbAkWs1^Dep6itmXZWZ#MDXTPI`73d4qn^>3)icr1{M zt|*^zDJ)m5agSXKj>+nS`t1g&jyEwqJh@p(WhguRAmtE3y(h9(g*S2}<9kF^KvhiG z_@mX%$CPk}UCEg4WSEIv!mCq2nf96&Yp6cY+e4HG#@}(`<+_99P1Uw6pB5@{aDHY9 zVK}V`eQI^9bvRCKZEb-s3t0@}zWzG&&4wXey4k15&L><5fCbrLip7agWXRBQu!X(T0!Pcx0hKbPn5 zcLs(raD2i7HD2q+;;ydoM$9HrQhgjD{tc5CKb%YK#Kg@(EkX!Vd_?$A3FSqv{R2p8YH-!8QuE0w!j% zpT)(wFUiGveYhQ93=(UwGxiV8*;|`?wqB9Ymik(5*rW8X=^%s;&RerCP8(>IP7xxx z!9FBHolndDQxNTtbS6<8B3ctI8w{-e-u;HZyUZ9Tg!r(1!_Rw{N;FCJjjy%ghG>Gs zXo1_S`L6^4FDpB2?H}2-$y|Up2_a((W0B>=)(K;en3@dneD{X69dvqo6vFkd>WS_H z7b$-ud2=I+_Fe}Bi^o@wlFQV<2yYuz?&u9}qdSG3hav{4clgt zqa5B5U3R28i;I=-T}+viP@Ubg^Q&C{Q>`&%t)K2OdKibqQl3nVh?4z@>aMwsX(?F` zo=&d>t#t#8U(@(ttSr5@{)5Ga_<~KueA}br-`gAwu>pt_x9B3K-OW~Oa zD;hq2KE5!ZnENq;w>%T%|Gpbz)^0}s@R){`#_ce@8F)-$cRCOMI!&Qfo=+~a^waW9 z%cj_)sy~wQ*J-D)Ta`bIy+qB*2pZXbGk}e_usB@VOl~Hd!^d^i!d8i%K1~_3dH9j( zf_9~^V`0=KcH zoJ*O+;=nv^XmTGHAI^_A^WjIJ6I#Cb$nN%W#;2d+M)fP}Yet2h3kJJW^uNs)F+wr0 zu*vQ-u65C4pPjSK#~@w8l92Wd=4E+54%;ZkH+xFX6fk;~adDhk`Vj=^7hG$O#LDwY z!m&D_{2Yr*r$w>rh>lLAY&p#T&x?@TrKIB`(`^-PzT$I0(lWQz?5A?uo{7DHt#?9U z590O%k_Rb|ZPu_oj^7+nrAuhqU?IV4?;^fSOd?VzH!&i2US4;eSNj*iX)G~V<;$^_ z1D|9~dfUmGuEJr1=V3YfRUW;y|8}N#i>q{ttqyA6*mGd{49i3>J0==Cs=Ktfy{*$G zAvF3I7+&Oh_d?S)($!&_f-M3vIetJ{_qv^750}Vz7x?=n z$^HrRGb@=cPKVBayA1`34nzYgp4Yet6)yBdq-!rAXGic-9w6q_U*AqHMYEjM>Q#TJ zj2k9+v0ZOR^7 zE;yrHI9b1@*!9|&{H>k)kYg-5RN0yiyo(kdv}zM?nJT7`+2l#c$mqwV1bJ&g5zccn zz1~vJ>bWs=X;%0?V!4?mg0G1-g0Jys>b1{ZuRw#FMwnsht9TdR2@hPy^NYx;&nrn< z-$(evq~e?Ez9ON*2{tmSs;Vk#YGOb-OHZT#{Os)vP{un4?j;>E9@mFLjg*GUjX*9W zuE0?r99LD?$y)gB(|s#~sKrsS$Q+>>{_IOog6PMaQQeGZEqLeIh`tx`y74=w7fHz( z!pWi)+T_{NI)~s2@&RAMi2ebAaXuRWn9qX|TC_NrU3505WbD~oc z@D=-hPT1VH9VbS4o5h+18M&i{q*}~*kGmKS*u%4VaSr-#%k0C9_%rBBXsA0oSfgpI zOGN^VhXpzgDZ}lMv&U)5=r&_g-O}S?1P2gPW<|0 z;{@1%-J)x})b^l_UPKW`|NBbC{=uvT$I(nM9lsA<%IZPIrhj6r>;7-QF=LtskB2y7%IHleh$ep1vR~9%2d#_wjFmcFTzy$_c`R^I>uy*_k%`Q>fgg;G9BC_ z7g)ohZkDiY(;8|9^Ip|g*H=@o2v*BeyTX|72pWBA^?Rlpc^orC62vzAOow-E_qW0_ z;`{F(F*freU0*rL5is&?CRXe2FpSI8w~)tH=O~Vp+srsU=Um^Y3^y$v zp|H)JjeJIXxUo3$ko1mB_S4mjUb={!XWTPx@nPYuBhGo&SR#+Fr&`6PlQD{^lo&IL zAw2Rp3Pvx#R(;=3U7I6<3G+8*BXJcmL+h3-U65MVO9k`U-RNAhVPmm#?xwzCvD)Ayz;bkvfqpaa*^3{vjP1JGQ zHU}gz|D8A+ppVI5crG#z)%&&eX%VW}~ceyOPCfsGVdFGZsVHh%@-f6+5qTa6M zE^iBL3bC_eBj(i%^X6sL^KCfuYkrcUyP0H3Js^ZVE%#V?jl|02RO~}rH`v6m&02c@ ztBgyqG5z)=AZG_Ay;j&P^3zdA=EanUrsa~@JDlXLxF!BFUS2m3)aXAW+=LGKxvB&P zOXWDU{3_Is8*gR_W}GadLwwHgH<*$Bun^Z>nA2QL;;@DfC<1X<-;WF)@m82^Bww{& z)pkn7p(Ed@Np4E<0C4qMmx2hy~oJt~GOIt7!w`o#V#H zDV>AMsuXwD{#&bBh02ZpoGyqsP9}~wW8+3D+<>QU&X$>_;v~|nZA`QB;9Z_;8J8Gx zjYfIuUWd)tMXq70UTc}k=j`F~`0np?tQr&k@k-U@(q9{I(68^clI_z^6V)Ni*>H@TaUxFw-a<%!1&cFvgZJoO!2fKRLIUeV_Wf4N^M zgE&z7+`nQu-I6X<=qDPQQe!eF-L2XbUmas1of*_drO0S^R- z*PHIpWV6waQaRdXTBJO=7u{qWqDZbVmV)#$+(aGL@L&FG?=8$}c+6O4wfu@Nj}k0d z_*-&_Fb+#1$KL7dz=pm+LffYCL&e3~d`-Q%zWrc&(%c~PwIIR3=GL1n;B6tyxL5sz z@o?tbZnNI>YbxZan4N5`fBXx9s0w%tdrlXH*$7l$wI;NKmiEL58ZAqUNyJ?5Fgf-p z#^~nbnO?hYBnnFl+DNLVZ*VmceaA$hPm*#fgfEc!wwo z8KNv~*JF9Cv~5GqVB8}&t%fO6O_`B?C|Tt1gM-;-^b61HD*6GjU$%>mQj^BbOE}nsq^~zBJsL>BC$FzeD1kO$lp-$c$|F7P$9f#83E-IC-SX)#S>7a1wk5l<>cBk z)}po_mTUBxgZFGYb|HC{f+P&uEW++ob?`eOr5bZ0nQ|^@4Yi*CmBlZVaO?dZ?w#cL z0lMLRviD1^X(xBdFP%bJ<$Yf^(@R9|eooU|l1esSIq|drhJAxd&W;DJK!EP@7}dse zojOlyoBx27=-aY4faj6%GMhr4kWW*z8Wr6}>xugkh5Z{vZQV4je`6ab=bIEgt*+#Q zMb1-BuXaXHABIjX2e}hF-JOUwK3M%W-JpHx3MM(xe7vcZmuhYq#}8}sp7&MujP2OF zVivi2D$_|vLw&pJhtq?UQ2|a&8Qq0&agw#rN$B(+s%8@Ato<$DJyjpgQX7wer0>LA zOkMFDJr#sa76Cb6EBXhBHm*MOusUn8Hb!tsTRTrrJ;~*qT{Cr6IcV8s;aC><&i3)N zNeER-_mfa@h!08Rfl}f;t2?^Tzo)Xv);Va^n635-DmCrh8k00`N__j<_ppgO(Hk%A zroDv|Gmre}k>LZEp&Uf^NYvPJUtCg--pHSm2 zSZ53Z8&Cr(#)-e={wr0TTsacz2a_I-@4hfg@5<_UQ5%H+78F)~F0->JS@+ShvnNiM z>&pX#&Sb7Q79p<(3o?p_%hk=z4WI+qfC6-GRMZPX9=A^z_@4w$8>AEI^8xg$?+8GA zL*@7%oXQ``vglZd%v-9kzxWL&mQ`b@AI_fWoTPax<3dV%-Vl7(b9L}{ZaAibo}q}2 z#XP)s+OfNk4qaDKpofvn?|yi0Ev(Fr8drf>99T90Obge{^({0W z|3QBVDel}Z{w4M)M;l-C$(?dC+Scsc%8($5m>l^a_1JPRE01j|vymDHl<4XRUkLSA zu}Xa_VLD5q%H2nL{ucMByUF_W?G}5I&OiN+B~nb(6k;0ceywCvd+WCIQrP?pn!oMd zHUm7bA$y>!F3@Vyy7*&}@yWQtobllG=l#uE3QkVAoKg^AFL4@MfYlwRu^mt+^JG)m z#z3)25-!*G^V_5uU|+Nou1e1WsDj?de@`x4u78W20~$nvckdBrsdp7@#Z%r={)l$y zLlyP7`D+Gk*UwceakRPPM&!SQ()nz|4RrLaA8VUqCg6Bd(4ugbNR_X?7K!c5rO%NUMY!90oYYo2N zpg)_a!;Kj;k5|)K-S}9+_Ce-g`ZX!p?0kt@^JRmbxE=xSK*{QGWkf2zdf1Pb%`XA6 z20F*68J%N0f`*1>2(9z|_bA)WfR2e-5Jcvq;q?gW4%HsqutrzB#-8D?R={JtbAL8s z`;!snp;GBJX4QnDj9*6j6u;EuX;QFO>Wl4&lC%Xm^A>3n5v{@Ab&O8tJIkuJr_;F8 zQg&Dw0}K=Tx)&X$PFYpyY>aMSeHBdIN8)Ws13qMxDmqy@fwx~>234^7xht_Se8KGO z>}t~y(#*r$>S~qyg>rrVz9U=Ufq1g|`Sa&@-YEh0kmBG_#$kL4s%*h--8uGGBsSFn zqUI+m_iMvT*gId81$hC_K$5W^jkYgQB#QLFpDJHLzxnOFXkl!$$C>1&##7apoYvry zl5Uo%-@iAjwtwp-5~-hHGD1bp$||66&2}g*T@IX{`-PdV457Bid|W4%)>%gBgG|!O zFZyKH0zu#6>(NCLIVyHB$E7T@lwYqjNu@%cwUf~jzb4tWErR*#kC&mk3f9KPINetx zeCGi!;t&jRH1dzRQ>N3aU7=LGys!hJCQvag0=M+)S$}_bgjdr9&3D%?)-z|Iq`z_t z+Kc(1wmJ?6jk>1;uL&1WmUlS=j=34E!8yl#8pw%70KeF_!B;`<+gI`P-Y>sVkfsk{ zu3Da%rn}Vd$A|nvQ`4#=pJwSyN`6Im*4wn@cN0Usb#uogRY%j;Bmei#*3vmm3}^dD zyj*@?XyjjV_CaKDJG zY?lFyOeqzl*4cHFM2|{UHJlttYY&l*6?X^l^9pWnJ#KHdGDTg@Oc#wqCrS>GEHP7T z>o;(tUp@4Y`Bu++h1w@tP;FC`wrC)mc2n;JS1EGu^&1CQ;zBH3^3r*DP!KB6b#q`e z>D%+&v+r@U4s&9;N%^7VyuijkXytZa`5~kR<+)#@2&$4;<>Rgu@0ZlKL+OjYbH-)K z9V@~R9^kZ3yr@w!G>k|et+icFa_MU9o zzvvDlnAra%m(Dd7fW;?)#e4qZV6lGU;O<*OQH{gR;&pfXU$NKaCx@1*rF_d8BfDgh zMxI2LVK0sfSwuUqv)Br*JodwYH54H3Rl>_+6cIRt(r@KplBl%#0>Nt82SJvzHSdP?^ z4>tA~(2{$Kn0Y@9RMFHfUtssm<+K#Q_HLw)ymdaOwL~6dE_)L3H==Jl<@ri8-tdu3 zBQy0*oL)C~>kdASSp!obXm1#!`SCZu%c#v$8(sfvEn?Kn%*Qpmdcob8Y>jlPSdDKw znk6_1@NX}FmuXgYf4;f`&(7=2O!v)X8yN0C9w>vO#|1zTYd`nloJw|0OjlJ=83hgs za=t5Lb)u3UnW4t}QC^X0%m`-NBT-=DNjwsx+qMczL4dqCqFTEZ1H>u3Z`m7|lk5>T zdoJqkn11{X#9KHP&s1(Z?}oXL^1$G#%2Lv>|7$=*pvhrFYW}x5F-v z(|rXP+b^gFtboDHaH|gF0St3)5s%%>&25k6b|sP50zrNQ;KpxHD$Cq2^^7&GJhAEyOs~h(RKp2P|z_gku2QD=a8D!8io&g7~IP(+u|lD#+%WR9_chHCycRO( zUM1k;jDZnok>GUDTMO@yB<+06uKp<(zl@MX7Fqkzb&U9B+iUsEh2X=~jNP+<%UMm5 zN_6OJthDT5e|CsQA~o7QL-TnIK((~hf&q7MWMfn75~Ip$nDRN8{N#h1+eOZHUY;ey6xstx!4eBb9sAPC3fQS_(#DKcDT_8!P)#p;a)T&409`Pc?u2X{H%3K#HV*Tt() zH;$5pJ>oTFYf<#JQ~FkSbH1OC&8*o1I97k%N605`WT@iyX1HIue$hn4v`O}+5bjLN zS07!Ywz6siuk5EU{C@D&ztgi4n=Edse}&f(?lADB6$V<>N`^M9>9Y^B+ccxN2`hqC z)vT^3R&1uRfnoz*B3Z6alj77Ba}WEvZvu#=4F(HLwbvp{R(+mo^)ra~Aty;MV{WF9 zDr6gM&e`h@sbYD8Ld4EcXhVqHL>3k(u)ZdT=^)>M6)+&l49RyMsuxiuD5lLXxRGNE z_%0qGII+5*!W@R%%w(mMa)ci+mU&4jL;ATZQ+)!$Fr&X>;~17HPyW-Lj34a$k!(5~ z6=S8l>EVnpu|rBkJD1E%@j_nL6Vy}Bujfem2FF9!cg~-+?7--g4mt8kyzQOYdE)4P z+ZdO8s4Ba;IE4~<6#BFp@G$6&em`F%Ur9{$Wb-B|2*^Mv!#yP9oM=YAxs3jJH=25e zLRBR};1_Y)0DYi&2I>8?PxU97@Cc=eO|X?R6m);)4|CXPK0IH`I)9eiz;m|mewetv z{Z$8@#@gwTofwBufIZw?8j1V+s2fR~bd#gx8Ob8^t>}1HhvD|xz#3!El)<$tE(!I& z<+f&M4fNRHU|4-oH>#2gsKN}MYJD(14PG_(CTHbAeE4LT=;W6WHuFYR7vnyWknFWc z;A*v_%YbB>^|&rxDA({81VG3-ZyR$c`E38$Fk4`}3%TfQ1# zk==Vu z5zfD_p4&Jeua+la=AxzBUVah0#V24X_hZJE(pbHWtNluMoRRl}ozoA`ujY{Nu>TCD z_%*6u0#H1DQncQ5+;X;=uDrT$mncO!Yjl^<2L7?<+XT=V8S>vgD%#Q`nNx;d(bjq3 z1{Ln|-!Ae#uk(XI4w+pSG$5fPUY@6ma`*%r0mEZo0cVUx&O@LTblXH3|GIG_jmVHL zi4CT*zM^;j`%*B&ZEv*`vkw!lvQK2(j}c zF{r>UO8&F*0sZo;$79p5lhTNt$F+>(hz3eU&VrncxLR9y3O!dDhBNp4%alf()XHE5 z)zW)grCR!tOV+8UK11#Mx#ZbjfZ_c42ZdZlmNBkOf}(HPx*glTcs+_omlAKCaPv=e zOg^#ai^a_nlaYzN1CsIQi*)Z1)d^{!ad`|>3=Y1SaVst&tI># z{AukzJay;Sjs+VohXTu6s+oc39;z$PfeAN`kMW6JP~DKleyS>t+T`DM6v-KPjV%l8 z+SZgU7PFr$g`fnnCH-| z$Dx9LLiFi`-*40n4vSssccfrm#Nr)?L^FbuN#z_WQgzxCFg-LLm?1DVXnH#l^rA;H zZBOHn8`c0Kwlu+l_RVm?B_qQh{iqzp_#kSIH>)d&-W;468C*S8kBA+OyObLmHagG} zRNndiDsFrdLV>!>@eFVcl<7-YjqOXf#}4klp8x(z;D-UKLL_Kcm1V!Yjo;LCEb1RC zS-Ba6uJMZD0~`93#YH;@iVJ2wdY~KbIj>zH&qbq$<4|xVHffl$lEPsP_Li6dRymsi zfmknfy}6TirsXfU8iF=$UM-0S&wDGU4wsql!k>J#(Xmol1dM?j3Y#of<{)SKbifjR zDVaJxUe8Gdkr)LeAaAg2q_SP%1sx1Nl=gNmB3Xp)aV1TgG)eiE4HwYrloij{sHx@x zf)aYt=|DL0U$JPT9AiHxI2|*{nSkc1EnOi2bSE+fb@8xZ)_Dyu$NIR@}CNZ)NXk z2L`WMfBZ=Zi-Cx;xDl}NG{Eoh@lbRWBAWPU{co*J1>CZY^_1UHG|%MkpQXwCWQwqq z!CHQl>)GBuS|l0?Q}>MvZ;W8JtI9)2j|lHq`U8X3;x!6*w3Cz{k<57PUjF8b{z;7G zHwVT}or%?~)?j7h!8`ugOxBSI!K;jkG2-gR?p;%8TWrBgHJg0j9;)uUbOH>9>L%y& zyg%A_9YwQ!<*42pILLRb!6boS6+4!C0gFAJ;TEMuO zmRa^>FXL@MndtW?QF@)H*0^!o|>_Y{h4O8A=(P+8f9u@mBbPb+}^I>5I~j zB?Qd0Kg4c0$VnlPh;|z4k0{|kAZ;?k`$rm3vxRD=KR;MU`FJa94kt79Udlgk2mYY1 z89wBPHJybcw2h6@e=Job1kV5j!mxW+Pybq=Omqc4{uEm_OhnOt#(uefRB_By0Cjim zMu;<5H)O0I*vjGr(-*|RTu1vTqFr2k%PzM-ozkUiQ9S)*#_jP}Rk3{7#jPo4DIZg3 zX7^=87HZ{P@y|dM=Oe5*`<-L_zCjZ5?fDN9d%~Z1E%D6!>3MxKd`vC1G~J?F+;1 z5%Y8R1p-l*HeRERkQ)&B+-_`UOpdKKn+XtR;AC-cJr4tpS^>nFaxkdLh@bvEx%Qj+ zbD+c>-b;N(G36pv{Faf~v9A$}HaGN2W>u=WyF+QNGI_M|GFWZB5YR&P=@?Bv)bg9Qpj-Tu_L z5|5_a*>}ea%?^&IdC)S)L}~LCR~ro6pTo_ac;1YZ78@%JZ~%;OU%Zr*R3QLt{>M|q zQP=rI@gfBC`-BOv0ra*)~ZxF&u0z|fqlvL z_xaaA1Una(+NT`M%*?6uAg_R(_uu_lTvU{RJpV(rcAc`avhdW@6n!gn5^%!! z7TL>?ny+lx4u%USZxv{%6au~8@_*k9AK>J^OnGgzGc$yYnRwFuPK<;BPZ2HnT^0Yng2n5PzMw72UeWsr^@)V0x|NqmP6`4%p$65K9S z%r#qTa<2xtBp!h0M#aOE<^%YS^YxBU@wz(aJ+=8tqo9tU$;0wRKvSFFg=K6Rx#Y%r z)Hd~Vnt!zDjc;>K@L(xa{!v0XN?h#}>b&2^`T2+GNRdXE_^CwZ<=dYuT#fcJ+*AIg ziS+yaZI}?_F)jBVu=jMHGZ_DcU}tVlMW^#y;Ym8cyi1h3BAx1nQnaky%-9x{mN5VSh0vsfeh(=hT~uDeDp$>`K@hAF!|d|Md*-O2AFO zXDCK5QA%<#aJ||n{*r&A`WE`dTx%IK7IU(tIK98_}D-Qu&}44Qp{O*sr$5$@EE&F3}$I z*5*eoUpFdgyttM2clL7AOq=1?R-*ccm{493X`2cX|nG!UUI6)NK zpnyH>d9I4&wch*k#1`;MQoYMTH4;uMkdl;q$^GlF;Jq%0-f`LlTC<{>s=Pg8H-|dp#$Kk)`#sRsx>Y~r zuB|%_$8Q%v_~fc*GTc}JxW3idApMP+h9^*v_z~yB##VEkLGu?7Fl6Ft7^dal5yA;_V+yZT%kYP2>OsR+e-r zFf1wjDGHk3(eE`(tyZ7r1@>MHs0ScmOgle3z_27%S6AVAb+2Sg-B8)d$pb*>1`VN> z_emGtJD59&{Q^A4>M|qaH~BcMN1X@ZRXD_^4kw?yn>1>>rzEegzbfWYF1owI{%!{B zOwGmw3ci!h*L`@kDF!w+`I`^^ zAZKrzyP1P!^mmPy#~&(7HXg^r($K~RRpn=!INN<(Ih}}jr~+9G47!DSwUVy;i2hx; z-dSIi%d8eV9b9IL4tBsSLd(DN7m2K)tb;Mc=Bq=>>6~dMol;al9L@++HkYN9gT5>GzX+n^P2v z6Ho-SbnYzZH4Sp&2bqHGaz{ivClrXqf(3az*uDvH@B@6vt|S^*3*k7JO;GX%IcuZ6 z(c~m$BP8iFC7Qx;J4QNy4XrYj3Br@1I#B_y(Pc_ieGFtM?oT}UH(03noUPSoh}i=L zxreJ{Exr7Uh)DF@MtN&_Ufun9JLo~h8~%`|Xj$v`77c~pVZ8O+Y^{b_qL?%z8cy9K zI1uKiXy?#OoBhvyoWE>!iN*7$E}Z(*gKczMe~IxwK*X*pmi)hynpVg+SE4$HOpB}A z@kJsyD)T@hA|s)23kBd22p6lD7XV?oqOa%0l==i+-Qw!6odj>c0q2&Z<}1>n4Bphs zLzpyZf8~6g8qF3KJ?6Gw70Eopo6K(=mGd$3^qe7xQVy**sv+fmun+E-qHMs_fx;#O z=0W>v4<}(JWJJ@>FH=}xxk|TUzqpCK;V*^Q(P%!=;PB5zW}fCZo7;QMV@;fBYmwEM zugLftbIWc+&JSJ)friG|hI>-gu;Q%-%O^tB)8`z=_aH8SoEc@@d5UN>yoBMp57bA{f^K)1g&SD;`^_2GV2I^9v-!v1DkJE`HekNgSAD}J6$@Gk&FJ&Pgxnm0r7GBu4sk{U| zFD+iI#w`}>5pBxn!E7plxfz8SX3JVH`ep01*5r=&b{_mM>B-*ON|j7g8nooOoQ`1a z5lR84Zr?}H^v=IYSRGq zXv`{*=bQEmR0rle2tAm$Ef&S2%Wt4XU#sc4ilDKlt)UI$U(=|$B)@hs`aBRXa4TId zAfF9Yp&mamrT_Nib_|@#I2vJsE{wY@z~ssr7he1N+x~doIY+XSp5HQp>9Vnb&OK4& z{Z6!vYz{1#rx1QZWF%We(`n-(Y?(@LC{gHh#$pK@%!6+ou7O5w# z5QxLh%-e66o5TZw4aOQo(S#&^j#3@Mhxld%(nMceDZwJ{J)-{PRnl^5>?nfPk=VsC z-7IIZ?->bi=q1sqM7fIu63WGi2!yV)Fzo<&^YTV@$n+KYH7hDuv#->E)~`s=mQ7^_ zoyoV}MW=P_Jnocnuog3iD=EQNuaF$|(+ko>=oGQ0{9sdQqG6Ari`uqZ1P1n*&@&c@ z8yy=@luu(m*zvj7Cb;bN9UK=5zaIWjoR}1TIX*Twd|*tPj11}LuvNf5=qsGGYNzHH z&7|k%3pBBIv<(rulW3}SD^|ZVV64os7J)p}7tii3AdDhDo(eKzsNrAk38A7l7d3E? z)ai;qHsYto<{rq+W#lIx+Zm5^3B@A^gNz=LUf7h$`|v||tIiH(j!Fbbz*F>J zhpUZh9P#&m-dgwWSM@V0cJkOIV5a=lv~UPhHsoDEo^U2N0(zAm9VKN~f|?MZ%!AU% z|Hx)2KNQ1DI`2e*3~r78O~SxDy;%>jF(iJKX{*Qb97JS%P8Sj#O@|x%Ry-)m=l2XY zftJopUhKPD$J+F{j>|n@$u!7ze30IH{$qTP z0DSct;Ttd3;4fNa&ytK?@AfPkm1T92kTri-k5~a=PXPwD&+iu0Qd!#k;jyKmC!~v< zDqgdT9!lIN-RxNtl>?KTloMut8iUMMW9iUpD0DM_0wedl@(ior^YMQ8d|UH^1=y8N zoJ&>q%)sU``Rz3;-ueswO}9Wx+vJp$<3YAE*7!!bwbivrdC%lePr|FUn1Hfvs6H1@ zmk$x4f&kdGsOx`YzjUzLYAr-eH;FgcKnXMesd1e)pRq}H-TG?KDXktLtXiOtX12)#!vN<>_t=4cELA)ZW?*wkm3F;zB~b>-(M|5dM++#<6l4syK;=!{l3_b20I|{J;k!; zuikzUJoR)GCBr={N$+4V{*T+u31juCf_X7>Fv1FcS(Rn!hZ0#J{F-D=`(0E;2^$ec zI$_@mmlV!5e=IZPkwt*C#ekdUUH3)si>m9Am2WnmSsKKjkj$tyj!8p2SQo=@oo!4m zTSM0tK`x|N_xLg(O#gbx$VZyaYEQkJ3?5%v#y?|fxVX6M;^lJNLc05iMlHiermnwa z3f^pE{a5Hf_qbi0Hl;&?xHWLNw@0y^->AYwDD5zPtmj2pF5U3M>@BkxX`8`atr6wu z$Ydje0(mpDhd$z8d)1v+Rt=JbK46A-2Ru)KCxh)^<49<}uW=JWfIQ!hX6Cl=ehM)# z1Ra48EJ*2FWJ2S!{_kc#5g|P~E<6n^M3R&&I3N)h9muzS5ty9@QZM!*Ko(v9{Wj9& zM*yFA4gpx$)LWOQ?MBEe2u>E$L8Ah+OW=QIfgbC4#rUyc%=*L)!7qD}qx-~}<_Q8L zI7@tRS^EEeRMaCvxY#<)*L(8|hd`b;IxvN=kh9z(K*)FAjqU%GW(gDm`C+Vuml26z zLl3eR^J8LO!9&2)?YjxEU%vc1J+cXqZtzBBlU%u8GhESOe(Q0#SRa>^^wAxLfP^v% zSmxV*|3UmdYP@r{Q^C5*=z*AEWBXx0Wp+DFlY@tYLHyhiR{-NKvgPsC(!$Kltf531 zDt8W6s$*bfr2TLMvMB+6nL(>*c)c%{1aYPH@isJpL7(1T7t`k@B!C?*^MkVtZaq{Y z?RcUL%pZMxoJPzKcFt7m!EomG*(_0^pSFzA8_ySfV^fGL$;_tXaCHf2W3vFm-|k{P zGrW@GaxgCn@O12STGfS9=_{b`2trGELHG+uNKU;xT9${$?5$ssxve08u#&;^!` zC1D140WN6s75)B|0l%3Uz?;*SPC?u*_vhl`;?^%QmO$#wWUaOKiMy(5{53m;$Snpt zOLgU*@s}_8JqVxJXI9I`6LnpZ2lnjz;HkyCvz6pujEzUZZzm0W+}Nx==y>#bg&+47 zz(?IQy9wgmy1*f0T!dEuLS9ot2pLIbj|8yItxF6Cb`x!g6}p}E*NQ5DVGP=W{x{#pccygFXs zg@$f1!l#j$_@95ByKwL4yYVW|&(BR}ip$HPp#ESnQ4rqK*vhla&dr@#R=-J@*f^ks zKz($*1U!RI%idQvDxS}$*&0m0;Rj4&6@3G52!U)q^V1!gaqa<|*REC~HY>Bs=7WVg zWp{VZa02G;wS|o_$&&nYQ+1AGlS}RnNXBnNk>}r$Z^x4K=tjy>DneEuO&RbfkMZL? zW<5|dO_pl2&sUjZJv>}3%O=iDPmcq^2`wK#i0$TSkX>TkylMAZSd`R~vap~g;jqh^ z+u&j9V@q@cG6pyoknlV5%>)i*r_zhSqzBpuLe~<{%JADWk6IjN=TVf9DSD59ntgb=7wR>G|+_2qB*r z#|5yi85$ajyeSP#|m1ur8sBynoD%lOTU(L>5xD&{9211g5e2`0SDd7D`17x4gM{-_2BOho zdIGLkAn2ZueklQ1dttmaEYkr zRJZ&+hU0t8V`$^Y>a?wJ@)lJ)wiHOo1{^#=@VCP9r~s=o2KK8$v+o$-{ry^y45~n5 z1^(?q3}`iS;7OF=kOmXP|GY}@0})~W9kdAW-~jlc0berwcT~XRSN}T<(EdvU0I%C# z!RJNz;rAZQ8vnieKi_a=W^{Bk>p~D;QAGtC08o z? zcX#)5P^%dQ(w(kpX8_&Z-YqUK0Ft4`i?h3{BfJ^gzS&Bn9Z-j|zP$xV={$g%l+?Rw zIvWNa_9I`?NBGIs~MS!Mh{sdhYM@p-^^R zH4P1kg*sb2XH-D$FfOiB)Yo6O@cv`pL$Y%WY5 zk0cA+{!2-ds#QjCQoz}9thpkLktt3SG#=oC95yMboN|Foc6$J7C?OK28mDM7`4uQm z)%ip{K7!|TY(KyfkIiOL0-E7L?Yz70_R6GH_3+-Yy}kX}y>02%MJu!UX01@lFQ&vz zD~9n~JBR?XJ)4fOi#LPfi z3w-o(C+2kcwmFzg-tdm7>vUsa2h8DMaR<26=U@y?p@eMeKigYw^{qOx7g)>|Mg`pk z`$FMkW0$%8xhkp;9|GZ}%EXyQu%t2{Ok#BECNLcZiz*sI`>#hJNm02OR&FgX_8v!l zT5~sBH&sK5fxb5jL%bh8rcF_-t8x0IuU*%iMUS$J~8rUr_{>Hw6F-QXqg8yS{^C-XW6nRk7H{sl|~_{HR26L2qB+D6i$9 z#=;Y4*_%g<1%dco&9J}({gTCTM-0sPw}s^s+$CskJ0swzN}~XKz;EE?EXK;{WcA5o zkniHB_U9_6uQ%W*Q1T7COz%|E(X|$ zB_DfQz)qvtSb~i9N?d0_W7Djn0QAMX%oW#zRQvIxX|>qwKI4_ws@BP|$l7Ys8vJMz=FN%Gouj2$aSd4kLaQO1KO<(w^6+rtEgn z&4AYJ75;gq$u$GeLT93*WfFNreCC+RgTy9ScD6RV14+ZX9r#!*_N!W_5AFvm1A?W-M z7sF&<6L1d4jBSPu@T}O~jA>N^mtxym&(UnqR@DJXfd~T`CUdP;1ky)L8!%nh_fOqa z^Y^~@ez-|pV_12(KYVDvxMH{D)Z^c;9L*IAB_?HD3;pwlvu-27T+51DMMY%2&80K(m4MytMlrU`si_!C}>vJDAz!L5Sv_^U0#X0Dla`)F)Hw0r8 zP> z0h)DhlchAZN}=u9)95NOu5E)%2eq02P=@J1HTr4sbRmO<6XQg|nCY6FEw@>v*5|`?lpN<^(Ry z>L@GY07OKFFx1jFryx&Y6r^;2wAZ_D zK6>!=RlboCkPDgTs)z}Vb`Gr7nXJBX2fOnq@cZweXGSgc0FR|p))j1%Co0h{#~9NB zEU!%Q5j|IzD~(Fwn-8ch)tLQBJGWE%p#i$kL)T^O_5ICZ(5?&j-=Dj#t|H4x_5;rW zBV_K$e(h!ow&wZV&!EG|!$ieYI8D|zIfh#dsWN*auXEta9D=I$d(DytEh2T4^lRad zN71rgjG{Xhv4zD+N29zV#ls9O!;`M6WYaxw2*q#}@tHTrZ*$Z|scd4r92xZ>yH!P>J1=2k3r>tOq@6?cLD7~ZL96|Ms%6}Pt@$C+!SdohS=_sF(Z0-Fi2o=1m* z_MbU8idQHW$YZrgZyvDw#0)T_#uWT>1y7uZy9pt|5~8}S9ySY}j^qqPz^wQ^3$?hx z4Yk7&`%H%jIqjf6Cd4iZLPGm$O6#QQk<9(kR6Nv*hJqdfiw5;Bwvsu6Sio=yGcz+I zEFN6koL5`mstT50S2D(wu5Fr7!R}Qr;H{3fO(>%|Kl{tB5bSyN(3aOdXVN>XU$Z=B zOqKMizrHm|wm-hsgHLvO!_DA^NKf$s?o-eLK zaigKNYY|BLAzYk#PMFs&u}+|k!%WVs4T*8q$+B6cl6AcY?;@D0=l~B&hIdVKejK}; z81c>$Tt6Lt@QCt6nh|y|;i8Tau3g*hNmJA7&++a8wNM(|b${&2?wZ-!qv`gfcjciM zqxLoGN_D@qD(6|E1Y37R;!baK5eCP`)?zi{oAI}O>>AzJkG)zI-I-}X{Z*Z-`XI_OCCB$6ij zzEU2Z+X-@6&Hc%iVL6zCL(f4=1N?$j%Wpz^xoeH$%(Y!{;|T<9x3da@`4`$(HI_gC zjrOV7iqaOYu1A@=C=CgAj)?u6zOV0c*u_Le1K%soEd?I>iV;jt&N5rAba+NvHJ+)+ zOVyi=Q_Ji3@$>)zU924V5)6bk2`oA0_E%KiIvN_(PF`G`8#mRIm{VX*9&sBuY8`*`ws)jRn+ zVtsXpC#jVmdO1xtQkTm<-nMd1tv=x(T&nxq7`ouHiZSdNUt%p)U){By*g(@iYQI;{ zF>6E3gxWs98Mh%jz}xeWn4=kPYc$wJ{{t8El4)%zUSRLIm@Cw%e7P%@z{nQWTy?#a zu+n~%zPL*T&dhr<$2ERz{_6z-WZzgkO%H~;kV+d*Nht5h&nd^X&W3Xk#hxQzANHQD zCT7>(d2j0N`-!7JZ)FiSt{Rf~`|B%tn^m9YAlU2muEx3$hA9QIxG#N0ZKr2M&E@6) z>5g}NK#jUj_+~cN$*ztuRBYwAm^bnQh%sKlytx?HA8=8Vn+V-Ye%B0Q{LJc{w?o|m zmD|rJ{Bu)5&Z)J&Y#goSj*ivKZpKYXqrD7uTcrMn$4sz0d(XeE>T^jd-iaqAGHOtNV}W%*2W{ z98Dq;!Ho6vl;PN!EGyI5^A2L!K5Qh%TugOS#0m@*iWG+mmQkduT?>+oW)YniIGZWmqgw z-KCv*^+D!;0~^8TTB4m~Q-5|peM%#_Di~UOoJRh?ziOd5!@y8do_)Q9f_g2V)~xT- z+gf6Y;`)J3-sBlbt9)hle}^h9G$6=ANp}#z21$96{jgBgnB!|var&_vqyaz*0Cp;X z=2N|+t1}7=N1e>}5w$R_cK3|dj}I8V3G2V<3!*PQseL8)AD)tLwo8zkyD~*+DVOf4_RsA(pH|KYmR+lEYD9ciD7;sAT9&j5B-HT6PllNSE zRPd!pOZa=DQMWs3P*Vqsz7_D!H9 zF6TGHDEj`V$djZc8jNX=twE}f90Fs49=K<-`)OU_C$-}%FkO!IQ9uNzQ`QIO3!3s%~5L4f+G+1X=2aZg1@C*whcgG1gq=JG<#rq158aaGvBGnr(Z zq%q)Hr3q`viQ+f`Us6sES656-ERx~BuWuGZ#QCb_WMe=7Ll*026M`DA>dLwlyO4wX z8Nz`Au$pPuH|5k+fZDpE|E-GurOk(~5Td+4f8s##L`6mQBoyzpu%6x<5Ps820om|Cus`5?4xfxJi1l)4?BcqeXY0P?{3y>l>Aq&z=c_xZSLQWFC&J z5AK1xo>z{u_rI^V{*kFr9DB}+zk}p#V}t>e^YPgp+8$7Z3|+Swo{kQq2$b9>OV}T5 z$)pRZl_2V`x@q5FljT89!wW0fteeg;MxzpqqzOinDif?&PBic6kq(bnYhA3FF!o+b zB60s%NqYYD2am#OwPEXMB7gAbmk@BF^-4yu5=D#ByvV{he9)C-BZeI+KCka%D%+rzM|_PA)I4ut1Iax{g{(afsn`^JQG z4spkGohgb1%_ah(Pjpj%E(|D24#}@WHQ6u1a9y2`D*Qqh{7^ z;mpGy+q4T_5PC1vY8Hk|@L_U3aU^ut4;?I1cv_ag5PPQ{ecByJIFl?dVNKifGV7^X zxEXq&z0wHnPm{36gixkGt9C)}fPny*4=jouAw@}&??zgs3c}tOd_-c$ z(zWPuz@fU-Vv#s@WoZh(|(dSkM?PxsZUZPQH?tOujQhxy}8+sspm04Ym!YCHJH4l znN>v201Lnzs9VLKLKBcnYj)D4K~~#Eu}(t=oBI+|acz^c+fzOs0bhR2=uwL*)nh2&1t?etaxN+blvxL1eV z{2T(w_j86t4n$eUA!(l4lsSmg&3KaguSvBZ1AM^+_@7dan~wbbO50_ME(-FOJnC*P zUe+0EFyF8FBLamIr1lavi*}y8}?5yiv56(>nnD%dA!C2==0JoS1mZwr)hkwx+ zqR@TT|L8Ji2TO#UQ9TgJH|zXJ{I~`h(akNv6BvxFB5bFcZu}ki30*H@eRUJPv10z= zL&h&BhuSI>Iy`Bow52Po4n;l-i93w;K2Elt*a#r1-W$WBgJv+>! z=!To8R$d`S(PIkM$&cb2Y%cHoc#qwe^6<4n`M|MUgw=cW63b_^FaATS$H^1qM~{Y( zakT`s>m1U@3sgtJt#5&mY&JZLT`lg0$NrXO00sSZ+U4E1vX|V!c2xO=ihRg7z`nkc z=XV60D+LVT$ScC!7Fh;0-$Il>oK^NLovvq8doiO}k*69yRI!)+8X$f~zU%4Z46?`q zPw*1qNhPf;+@E}!U0?aP#+~wS{BvD?hEOVmsJHOL5FQu?Pkmg0brHM&0$@BQ$k3(( zIssp+hGWqh>%*_8#Az)pg5!s{zdE?cW99r@IuweM)fQ|wmSSy*PJnL+AUG~431lI; z=oEo1H@zMhdCcpt%P33H=Vnj7GE$K7MB;PSG2WR($P0vwROc){D=b7xW4aJE(<}2q z8)Myb<=mMU++1;r;}+rEHI*^kBB*&+y9h+H2|amTXAWkm;>w3LGqrh7Lb)RTNYi-S zn^>ogPA(CN*!#NFM4Q_HpndM;cV>IEL6To5bHRGN;OfDv{6JcADf<|g+*gj65f#6KTz zEJC!U3u9GzjnA-YmxUFClex@3KQT(KoI)fYWFzTb!UxV!J;i#iMbK=w7r#$zY!tV9 zm!zyLeoLR3K=YMtI<#Qz+H+F|oyPutcGKLd~)L~^#1-HP-ZBA zKR%oz@@BYda=?^(aP&{4?N4u=lCJDNc)Klr8a(YTgwzrvgGk6h7R{jCd#3$ z;?Gv0UYY_+YCL`9b;k^&Bp%|~BhuT%po;dzalqkM&u^xmCj{ zDg4nr|Cx#qUw9^<;2fR1C@I81w#EuTly{`H-I< zb2(eapvxJjy?#{Fo`vbo65jfR8`H-U=K28Uq(+Ogwe}Rzv9Y57L-4G_D&8Jn@dB8R zOUwa-X?5fhEl9^!cpBF9l(+>QI|)s8a02SS7#?buER)61o47> zU@$*ZWsXayU01n%0_fXtw}JLeFgtT9sEJHTp-)iZqM@QnXK1?2*lt>D0=DFgsuegl zu9*#yEkdP@G7^RkZE_M{qWW)>ySO6})rg#rHlMRKTlC~;L^_uCQ0AxCiajiV+|!Z# zNBY6^tSosisH%7xe6Qf>7pKS-7(@T|CwBY!UN(u6n-NAyhAGRXd=*GjZ1d+H%#x|N zX?5MUvof}EcpSE#&BH@_&BiEq=Ic2++S`A!8ev*-J+@kGYW&m00CZWv5QuOb8|G7e~W{mIt^(oXI9q9R#|#hB(%NRBJKn%l=)`( zTQQNd;p(&kF0?G)>3BW~Z(<0eTJwcTN^neHqs1{n@Znp>0o~xix~MWcVVKwXwDHU5 z%beHWOWMBf0FR4Auq*ciQca1tsgtbv!D6#OBfxyeK=x+p0WNeJi@3hInRE8pCqR53 ze~LqIxsv;aX!$e)ed)ttde#E`9}p(H$N+da~ACY1EI;RQz*uGX*$;LTVaR_wZ!%7o!Ip8mdCH+AX!7=pq(djMq9p?zF&dlpkTg$e=6`KfsO8hOcj-lj=xuv>K zu+IiC{s|*0A0sN7gr!oZ9)ASHV?L0u1|l3x7Y0bLuM@1sO32tTG<*$Bp`rQLfpk<| zPQxx@MIXP&zVUfsnxYWwy+_nnoLSJsBOTeyB@H?>!X|(4K&WIDMPa>89$O=eivOmO zZP}OeB$Z-FyE*%({Tn$8X=?1&lKv4SlcfzzP^6~OpxWgV;%go4Y@}OsUDHBEvfsRK z8B)t7%{mSyYj#imyXKC=ZgN?bPkA80ZlO@y2?Dwe>XEv-GSOY>Tiu39o6eyX&k&4h zjfw*s^&nke*8i?c?nDz`l$DN{8-O$iaAu+%QrAiaDFoKK=pKI-p@U1dco0&8^B_sb z`C41s^Fu`;5@cgd;ZQNE#zUqSskTuX*G}}0Pad>@0rE@BnB~gA-~iH|{8DC@^z0iZ z9I;NywXx}SY)%Uq_m@n3)yBC#Xu(4Sf;YaPoMkd#n;tKG0ZfnB6>@{nW{ETwD5~_5Jq-^EMs?zAYe)o4Juo0o0CO8-59>bYDsP;VjXxi z_!;%}ODT!vrODZ1CjbsfK1!HttXDDCyolI7`mch?@%=6b4x z)HtmSvk@9XsPg(~U``Ht)#nYfvonRvpJYLx{X8>U0C7^hBoL|n{eS`00YZgoknT-S zQ*Zg7JKvoU`TYE%oX{BKQBY1Z3E&I*B3JLdKw|4c6amkW$e6^K>iAoVtm*DgU#y}@ zD~KOvw8tvZnoX>ka8&dzh@ex;dd1Ej_8bL#-K?pzEWJGHP)QJ)R2FwuPgnH~L|iM5 z-=LJ1|ELez@=J}_x+aMudF{{xTygny9;T0qt-y<^!vggpcklOig`{!7R>1Z#-RrJ7V(BO(}P}^xh-) zgdY3eN&`0o75v7!AzO;{?BcKGlK8uG7Qa|u5<`V~b9uYA@gJ#z8S>4DaM5Uzn^d@g zr=;I%!12bKUFZ!rFHj(Ib}uA9*S^vS{XlEG6 zK1_pmS;wcp*SX4xN&flbrU~grB(X!BG$920-G+C|%>Esfpq-2`^hsj?ZxpNE>|K>a z56l8J&Q~W9C8s3WnM+F>5N38LVP#D3E&@v#EV;t8$(g?j3jA4K10gdRAW1ZgRtC{h zJephF@}&z+)euwM#yt&roLh!F{EDA;9GKTk=@MW&S$AlqW3$CCf~x_CF}X7gucInT zaYt>YoQ$Z-&#jfL{(eTAmVfg{;C`OC{A3Vy&d5{E{Bo_#Z>F_3xIVY=)lVDQMy~zq zOQdnHzR60%rOJW;3F>A#MM?6_8A{R>X1jYyWzS}lyUsZyYHaY9@9Nh38K==@aUf?h z?~Uy-KnsA@n1)K+@OrgF#T7&&4#PuiKvt{5=i1d`G{|SBCrcrh&*H^7s2yh#l|{gG z_Y|N5c%hi*#ykg|hl8DnzFBW~WiP!oQ?vVDNO}xlLJ`?hewd5 z#F9()9Da;iHNYmJGzPG(K&2Ie!=C;(kgEZ4^BvM3h® z3~eaA2V_iAxtCHA`KDHwNn74 zdoUbBU}OwK0kL6|+Rj8W39Nb3ga5fP{6D8qIFTZ3{Q;#%oFV@?m=6cr4lld_nI9IHm{WO#y6QdHC9vqiBAL_UP>IAtr zJ16I#X~U_zaRE&Z@tb(}i_`_7id6(~A4i=t?aclqlkZ|kq3Xw08|TwKgk?}U&F_d; zd-T~re?NX*N-KAauZQWtbxFiwl{6JT4{RSifzI_M4vxrZj$97l(A2mQ5SGHL*DsS! zz)o(3eFBJgoflklF7JWFg2E|2%f_d{epA*Ti~s!)$7Z}c@QaVINB3;4>0;wjelJ;p z2yVr5&~%_8aTtB0nkny>m7IBk7NT9s9Y%DdE6hmfr7;fUq@?lvuc$Y-Jtq&S)&oE^jQeSe4`sdH-z3@=Kr{Z1E%A8 zTG4DFz1Goex!9hf zvcGgrUR#@vTi^jO+(>_1&6t;*UB&_L)nSJRJ?(*M3UM(6$YlE9*VCL5n&U74KQ2=y zAbNuNK@eUOAaa>hqw!iV@RkwqxSg8R>;}L!4bN|z0AoxCx!D3x3Rf0^*vRD!1|ATV zHQt^dis@ILgkUl)4pO9Q%f{h@N<%|Khljh1pyZ{Ml`q2q@uOkWfJk(3#KOkLrlhRA zew5wQ3IjTG(j6z)%~&2DnB$%RC)*5IAT|deIS;JUwNmN001uj%+ip?KRzXSAi%Bjp zWr@Bmfp3a|_M0QuC>c+4>|TJIkjfFPfOALz!9@T#Lz01=tb5rV7*Mi+AFOY=y#BB$ zQKdvjW;9#oH!xld>~%qP1*ql<4E(0*9-QtQ@y6}@(+TFsF7NKc>_8S}En(s#Xea?t zf3H2I-k!k?;IK^g93ed?h2$6Ta|IIp4fIhJUdDZKLcrOk?6Cz`bbJ@8HrQ4ifCm6; zJ%5fgOq}edPR}Z8-K;Mh!`ZnS56~i}w%6&0;o7I9B*Nh^bI>F^tVgR#It8OZHj|3> zquYW`(U-iOL!q*}t5>f%;IAO#XQ+?cX-~YQ`Myqb@(w7=613TY`u=#C9y5jOpGX=S zWG6+HYxUG?dgKlctke4N=*g+ae*kUe7TnC3s-_-xRFsx1uoxU8=N1Q5Fl68Q z2q-qN3i-4)j?MsVDvpF)>I0GqO$I_pCI1y=bKn|t{rZl$es`Ek>-I&Kd!Cyu0O+&dtG~1Q-`nQGiRIm%8I)lRT&T}-`m2I}$P_^&A#R%>*AH;s8h8g> zCJ~g-&1rx4Cx9A2E)FEU88lvdx_65X9}Cg(47rTF!_CvHX*cCXhvEjSS-X&{it#S%(5K$&v8U9nDJ$YDnorISdHItty|fgw09pc; zCNBgZZcy_1<{K=dY|JYQbXm)E(7^y{b$~%9e$a1+)1i*`~p#mB8icq$iGBYKj}%oP&I$*}Ia?1A#wO1%Lbw zuIWS?h*PHMek~*thIU~>E#JXwqQ}IGZzQu)Rws`6ee(U6>2*C=eq2~l}haUc;7L7G1uvs84`beQ1CIQTd z_!!B4++WDOnm?AZs|eY1tC`E=)w>dcMS%^tg$e!!h}xx)igu{^!9q-ss>Oxg11cKT z+Zx-+C=eyjrsnCIpvdI|YFS7R^S^(c|6U>A=>^n+O@kF(eOZ+<&cVu>h-Z0z0@e;r ziGXq=ftQ^jceKLmyvmI1;`Hg=H$7k*f&*>fpZwF&`FuI@6#nsXFTk4tiV}54?GG?* z<(Kh*QZw*>MJytE*f>A{i}L?OPQpNG19&9W-;=1XT|_V)LohQ@mKz?iYRz|Cot^w0K$af&P==GtG|35 zQE~3HQcqfN8~zD68;4)sHfP!aP6s*`CHx`@Cp&I6^so*oG-mL2;W^AQbUScjQ7{8; zOoBZXrlh?fJ;0ziJ%h^`{9c+srBQAHd#T)btBZRP_yE71c&Wy)uzR@yR$K2dO{6gc|{ZMySp3U()p=?Am!*r4u;7L#!cYJDu9iniS@wK5&eq4M=4^_7#Qys*&gxsx9o(aEjyYwFt_PPD`0WHqxG2Ls% zMm(fWJ@h|5Xw~ahwg0YDd5p5?fS4 z;5$?~oT9yC);am5R_WO?J};CU51dm&lIGk)!2nQSpPe0j`Q<(Ms_8f7?tx>)6$ zYEd+8+@u<&wv%AWVuF7rr+L=69`-J=lIrjMK9}(TA@+A8Bcq-GiWEw?g7(*ICShQX z^=>oSImKeSoSe1>JO3uw_|U6HJLJC0*{)BZDH4nBRg;(J_QYM+;e*bryHb{=ODU=9 zfASZeG%O^SvN46}?*yJvdwbqdz-oDRmvOR%Rt`H=ClXehJsh$uE($R7i#?H?E|rAC9|Db)@0TuP5;VAO!f`e(b#*jxZ9Lk}8|^xq zRpTZvQjmA)c$DNkO@44)+`<|$KHmsDbKhy0LB};uY_%>DpKmfaz}mRPk$W&HwnqJo z;d3TY2P)V8LpV6sm%^tB52Co*6nLOQC3Z=BB6=rg^1=4MAOB(ql_1N=Iyn#G*lgSJ zS$(*;7oFDDG=6%@dm_JdjJh~aIa9r$P$5Tr^X`b#XUX(~!9mWA7}Pvls(HUzBYuaK z=+q0-waC+LJ`6T&!jQ*s<3*eHF01Qg)o7&C87;M5&QCrW?jdTBW?F%bvnlM4FPEL> zXqUV7ric#Khu$PRSK;2bUa-ei6&5&;^~{OfEQ$$I_8ptC+|Fk7`)sL~S|rk{*EhHA zb}-cR^z6*@cj?}^70_xndoPX#u_vOFS~D-^7HU`Ah%wh-Y6IP@C==`OR)k{}+JUFKk! z{Qy_jt;c@Vq_Ee2OO#C^;Hl{Daor|6dUUQP-&lWdkjJl9_MzG>nANkYy3?2|wx)TO zp3Oa1>T%`xu2fAt)LFm0VtGGu*J`QXr3=$kz4R79Z40)pz_cwqvW}vbp)ucUxS4RC z^%T8iQ#5Wn_k*1hELxy#6`=|b8>wBk$wpcQO)Ys7W8LbQa2`(H-SUl2ota+*G}IOz zuhySWbk8nc6Z?BMPG}{zWm^W8qO<_!f7KP2%h8gLK9CB%i0xJOPX4qYn|r{K;#u!i zBgaH+N#@y{{&wlk>8{wP_AO1p1*=^rth#KD|I|O^v25FSxcP=Ywo;} zKf}0w@rAlsqH34E{igQAq=Hz$q&1niP}~f$Vt*Fn}YHxN=0kH(L?7X6szu5O(NHv}Uv#mNL!@m_} z6J{poTqmy^23+whyWDB2En%8c3pZyYrrrpfo+Z2HuL3ab9y#kQyOYUVm{(&ApE@-> z-F;k&5=Tu(*MIVd;__6BLFxZ)4)+v14}LL*ANtITMmF%xAYs^aA#8Tjd+x!0a$@zT zb`clD4XzN9@PyG)BMu7)^EQ{Pc#!_NF-TB(p?9}%@*rDgo=93q)&iQ<4P%+$v+vtL zBX#+|>nj82{))N9dS~kZLzQ0RKMm)u4?4{ZjoYj0v_BqwzpcpYeUr7TVGvAcZ8eLt zX8SR8eCPRslq{#Fy^c{W{&$}<_t31cFWYCw^jhnl^fsCA;@7Dgk+2V8e#KnH#_@Hc zGxkZUFA^(i*?%;}R!^76JfC>T$jofN)v7X6ZYcx(K9KkaudT1MaVyNuz}LL9BB?Lx z{l&V08sP<4#zmyZ{l+XjWVPL^_o?GPt3p;}ZiN&3j@j&wT59`~Yl=c{8ohlcmUslJ zue=BDbW7&mH*q)=T^62pKIkC5c{tnRDtQ-@#9l45qO8`;<$k_r>eU3`MuaYYAjx78 zE)dBR_WbWXnkZmx%ZU{wn4S+J5N)`r8f4}3Bd$Ag&H3hs`SmM~ti-XKbJS+Gqb)}@?rG@54%0@Kg*Ay-ehCmQT-=yf4_ASc5FVT?GLBb&&OYAM|J3CHf3Jm^CF`r0Mz|@ zgZRiaXX}-;K)+S&x>~Z6KM3`sZ#vz_oHG`U%?&7G4P1hsUXzf_lJ^45>X#bY)Ya8G zBZ+d=sCHuxCl_bodX z4TCVZh1cWL7Zn0!=55tZ2A8N**!Ap5QYT4NBh8K0Ej(rJZO0=P{@c%lzPvsJ|I3Tv zs+r@|Y}N7w*7wHUOE`%MjsA~daorBJD~P<7LEZp|f*gFD0UpsPU=%sBc@5Ham~ay0 zKqP!#Zm!AM{v&r!p6m4~Qkap9tZYPu7%mE7vyE_BW==7OscTL!?PE@_>9rTNyZx!s zzxOWRx;}Rs^Jz2{8%xEsqv{6db8FV1Y%z&C_>K>){*+X0xh;^Q z!0pvWn~-W6{p`BXxYMFg>)z@{)$R089?6dEeCo6JCebGY{J+6f;6QEcWnNzi=qT5l zX6JIU(P?r0AZFpsRxHl1)}$Rml3>lv+OX~Ok4yil;c`BaUC&R%$XEN8cFr}0)8(o$ zg?ZtlbThuCC5R>LZDT3Z3I~%$Cb5y!%{;kEI$8}Pm>~dk?i6(NHW}=L9KzKSzgnDg90*!+5kWq3rY}u3o`->jGXT zdOiie8&o-L7slUQ&)_A+KEGl|%GeES;@TLABST$F2*T+?9M0n9CqnSu1Xm(9ty zHhDse1oE*Nxl)!(9-sbIc@_E>l)*x$kwS5V;|hp6B|-#^7HCb)6WDh zt5=4-3ZqgbW%T){eIih=zmQH4LC9bg+X{TKeI0}=LmPvr8u)8Bf;_U}RX8ftvdGwc zwsbe?kE&s=mUS2rSa;7$s)mdYefg?EpmBI!Tr6BY-!|3~4QRre3W4Chz+?l?k9ztN% z=K*lj<%;=&K4+eotn7F3K^zmPsE|8owO-f|X?e4rLY3ox=+*g&ELQ7{I>sXt zq7U4y9BwR;puMjZJYh?wfz&j7HY9u90^=+{SmnNpf9-vn6H3cSmIwCO2>E0!+q1cI z^UeDAF5VN5Q6bGQM0#&pw@j?NZduivY@P3#biDF{N*Po&%5T?dFuwO3e}MIq6U%JH zke7H@^xqZ>-EIvW7Mp$ck4WB^%(VQx3(ggt?!@7?B4EmC0twb zIC`n|8#-(BxuOZnAMwYDa3s4dbNM>FGl2&m(iE@n9}~z*YolUbypDSN4R({Khm{r$ zzONol!pLkErFPSmY3wwAS`T^1vyhi+^Dp|BrsVfzqnk-4-_Bqmu}8)yymP~!R-G&j zy;=`%yY+(7+aEJRv%|GT$i*-7sHG$0ePP0Gvv{wRf3V;MKo&BiyFuk1UFd;x1~DHc z7oFk};`!6}rXGcW$(qu&XyDD3M0?6 z0gVd2GR-!PbLbhZs1L%M$H`AeJga-li6X3+1fKacO7Cy8nwfohx!l#P};_ozEPq)6-!XF=nxb?8@M$^Yg z0WTlzB16xb{}Myq0Hm<{`-I{jFx(;svY+yb3PUi5w*wRQ-hAbPwG!_;^NN}>n`Pmv zeQR&c=Az#m2fKk3+pHZ)d>;Q1|ptaRoJ#nDU1*m)5z6Xgk0} z&% zfXVgo`h1@zK0dx2M7mvFG(XUJUyr7)f!;g}IHG9h=jS8ds~om1r%mAc44I`Sb}9yb zk1&&WoMfSR1^Kue17=SbDwv7+K>%9BrA|gPT6_-x>vq!3`!M4Z&>O{wo zlASp&8@>VHcLh{d(cq+%H#5H|*?mQeVFr82!_^jP%SYkr5l6gQ22kSro=PC6M82yf} z5O{#1a5qSvoZ=9R8K1!RY!AyxW(n9K^ZiUsDKck*(2(u91a&$fZ; zznf){SAT=_0sO?#K*c)$3zLk=(D=G(v;1xYESm@TM&0{j(Y03=+VK;Y3-xUb>opfKmO; z3vOjnA{Q*WSI(&`j<)!o4t{didfs#A-Enb!7Op8An&$+&Gub}wD=ewGoh#~~!nRyA z^MxFG-Kg;J&lA^Raf$}Z013YDmXPVo$DmjxZeWZpGj5XHJgan6Ks6HV3b5w>!SeF* zSNFI-QH;&(Dqv2tq#P_FUOYugZn1{{7`k48b|A+1Ed*R?l(KabJG}|cqYqDs%%z>* z{ix&%Vho0Aeq^(gfKY&we`KL?Q3lC11tR6Fo>xEwz;5pifMT`Y49$*?4x@wOktOxX z+dF`T83I^y$YJAlQ1zDk;glgGsBs^Km?&90o*=!q)Hr;@SND@lRPDT)Y z1TgH^jiFWl5~y%RGWycQ8vh*wFv^1a;Q)F#)6IhCg*N;y`wrpnaP4LNNe|6>l%gzC z^KQczZC^Ep`%1>xSLeW9Nmcwo?t6^4ZFI^@O|T=`=H@eM#}v*hH_z8H^5uu3hL3`x ztL{}+??~!-^L=DqO6qF_8(G;9UJ#pT2aM<9TU0iWcTR+WcTZFRHU+zegH(`;>mRLR zBQ#rAQSWh}O)&%r^$FMr60W+q^9#EGJ5^uw#~Hsns> z=!2LG-g>ZZ!hy%a6zSD0fk3=#ouV56Gax-N6})sONo*pu<*2trNhiyJM9di@rW0eL zE0i`|YpSb(|EIRM3XAfO{zYFxLZuW$8bn1(ln@zG=@yVqkw!onLL?OfDFviU8l+nq zDe3N1q+3#AV6XZ8_szLE=i=-=7y2*{%=0qC`(0~&)+drNcgUBKt5!jhM+;Fv)GOf0 zPJX09M|EC7UL`b^)PZfad_*CMvsvqhDETKWs*R8fY~br~$oNhtbHz+aa21Sa% z51n*!#giqY+1N{yx7jp{_|&g!U1t-hAz`k?UI@}u_)?XH@lgW%VK-%BvRdKENy`BG z0yBA{39=O$6FQjeiI8*V^uH_ae`<+eD%2(~@3=AgP~P>ryylY_`eB~374PqS9*M@T z7lTyrh#12tkoo{l?pnG~-tok)7KUCFO1p@?i#PmV&`9%m^{u|)(vI3 z5Mh@;v!SU#WyzcX4Gdy*9^?PTiuLY9{s9wW`Z0ZuG~a2+!S%LWSn#3s-h^%hgL|Q? zQ9$#r5u2%L;we*3X*!ALrkiVoh#G%USVu;ETQ8}KJo@=JeDVnklJ2m$PD;K@9_@Z_ zZVK;ric!n^aBD_{aj=ne2==TGGTPHT{=F--u|=m`9u-Q${Qmhq9#VI1we-afd>R(+ z3S=`0-iV*Hs3PB7;Q)uZs-0ndNl^P6C-xrYaLw5LC_C=^L)n4+(H2)k2S6veFMQHxgi{7b>){u>USRa2H6B$s?OcY?apMt^dh zV?KX^rAUg*onPZ3-b=JN!{nxEzNTsy633-p zmH$MzNpR*m14Tc2XMc)>jCoY8fyUFZv%&)d(7YAX!WJ%fU%p|w)n)6=9;TY=PRixS zy#+EZ`g^y!KD!8IZU0%oPz|$vK4qkaA>mdpP$wqd9&Ae=eKbFCSbBP_PK>78(rhrmmZ`DJy*-R#}{_ ziB`rbiF2V{c6#kvH=~v)O3^M;Yo0DI0{Q?x!V!y&SeRW_bo9XvM4^8#SgVdLt1>71o9Lk z%)+Aaq?*qC2}s*7b+#C){SLwnKDm5+;MP^^0;^Z2B=SnBK zYe!_2F!X8^^$yqSJZn8sEN4bUtDiy!V4Ts;{Rm=}+c}tev;0qV`qNeKKcybR?Bfy_ zzVj`KJltBk_F&X%{&$;b5wRD}=)-T#{G{2QM4xheoZqbTebA1yS}`2%Rm<7@_Jko` z%~MH2WJxRTiT}7;V%VRoUIYJTS0YZ=w@ldeGWV|{xolQt0msV7e-@XVd4dyV>=j2G z4wfcvOG4A6<|!f}(rfDG%R!3@c(09Wrjm_+ddlGbBQM5O;PPAhu?2t=nA3Hr6pN!~ z@uUoD`L;OudQ6!bBqQ&>vgxx(v=bJ}F%DjvEbhtC^ceShVGs6Hn@*BM8J zhS4}N-k@%ioW#qQ-6t}M%CaU^I23o~1~d80Br^L|kl*VS`iXJ;g@M$j_0OgH2Qlkw zfo99fp1yv4YJJ3p#dD=;6J`oz<+~+g=zQx>Kgqg2?KdK`yux!K8p84-w9|d;Sk$q{ z<<5z0K%0UM4IHy~Z}dd>CwoeyTIW}$XNjGtmBMJN7@^woX2|0g{{qp6z~Bu7(Hf<^ z(JIw`jEpF`k=7siz`Hnh8R)YbVJ+XTXUkEE3sv!pRV226mzeqouPntSz)rNwC5cnI za{O5ylWCadaJ2W`&;i*iQ5E&>Hmh^rlWJFoioPhDk)OyIRW^%!xww#yuq^A;{N38O zpwuZg07&oL-U00$@qg1Y6DlOc)YvPP#tZ&ySiG`$wA?nSvg&!wMVCtDFONqWYc1Qw zVigVU=jXiA7WCKfW`i{K(&E**F}A8!b<{J$ev}N&@uImUL*Bw=?Kd25Pu!-e$l}ej zeU9Ul>^~~F10*Sq3s<;4gPWNG(3|GB8p$I4{r#_;VX$_B*iml2@PRKu8z6$0B970I zyDbKD^V^!(#F`D0FEp|6$7Dxjp4 z@?keimt3%}RMFzzwey8wl3V~n#--Hz2?|t?-=26El%&!VgE8ebf|; z|C9QhCsU=@pFTX#fTuVv&rN!sEkpTG4+~4Z(_w_3kacqW$j7bgvNmm5=3K$uMDT5u zmA(Ph_F!>MOIy36;7Q|(@1svJ7f+pF6NT*1b%@Vs8ahShWzgD^hoN1s`vAp^t>u@t zT-h&*LLKsmSbLF%9rekp^r^|0I>H)COGRzX{TYTG8Dh-UMO+I{^))96-%tz}kM^f2 zcJ;t4Oh6CYl~Ay9)h&Cb`=~rCt82z%C&2 zW_}{gLN%UV_|_*#rz4K%nGW^zGo;|{LO42Me7a3t>;R^PPb!Q_3UYIF3Ll~%w=4PQ#ilU+ zx_RbKv4GhJxzec1$?^eunAKE;vD$1cjtiN+fxW%Ey55g35yV7}by~^>E5G*r?5cwml-Ea^+h#07^|KwU#}nf?z6ZvKe%63iG2Nou7?EFQ5%( zz_7UKV+hMPk>j=Eo1aC&MQ{%G0uDMG)K(;C3Elxwyxqg@O2n&r*)DpjmkL#7$*w+- zxMl4-6~a~IdPb?<82{kLldsOr#9?>~i8BY?1UturjALdS%qKWoV8?X}UQi{#;ZY>x zHh!{7#=yxW1jEfciyjNaR|sM86Wnk25}k*2w>yka)qz z8~hz(G5Xi{t?DCUJf9FVH*)txU!w`Wp7oc5@^J)1rCG>B?O$lMU)SP^B_{qI@W~X- zs0l9FKqYLCq_;@fN+|cm)C8nUKPw?d%nm!e8B|5*V;~$ z6cq!OFxN;g2uW{Mxmd|&c$C^}WA;A>|1C}b^~2L~uFHHv2{luaFqZzx{+9Ck?+C(~ z32|+2b=UG#9nBvA1fQ1TJIQ~0)UQNm*zoO%a1qYd7sjz|Ov_Y}+4^m0I9{txu=eS8 zeXt1T7lF+ck8xgZh+Wlw+gQqlm!>iQ;;a~`a`l4Ch;65z0IZlbh(#kcY7RU3diak8 z9j3X;CmjP0F<*U20X8f7R;*>0z-#WGn#!N5>UB6DxmV6-)%*4H49{$pY~R`25c(f2 zt#9+}-Ijc9cB)!j2%SFW3!Ec#ecoPEjA{jfPuG!OlFRm%N7#POveJjW4&uXgJU`5P zgG{`yD(9?=Jf1d^KR16M`Sa!VrOeKXr@qF*D2keU8l@( z_2U(D6tA!=>khAj`zL^I{Nm0tkc40!3~-PksnFc#ds94X&2@`2HVhTdzi}uC+7j39 z@7)us_70wF`AzM)*x-aFCS;%yO67UY^I6Vm#aA$!|7Y3N83DzGGZAM=<+T;k<@J=k z_b$(4x_^0!M@B5Eg)&CY1jq%R-{`*jZ6ev197<2t6XCZS{g-q{Q{MEY$aatjPMQo) z8y1;;>`WA&!3S4W(r~c5kcER>qAwRn{A%B_4?ZQh;Tn+Wl)elnD11dnd$KaKa*8bq zZ09Nk4lcM`Z;k*SN_TiTJ>b6Bs$6HqlOp_cWXS=YQxq=Wg40WXrW6G^&+hhvGMxx0`ycF5#t8M1ypv^fNs&la|$SRIazS0v48+$|vk(9QQ15ZBXwg zv*Mt|a!BIpI|k< zW}W6ZGqIY+FRU3%|G5LK^>fbO9?K%qsB?)iE3on?w{*#BgtO-y55TS-frq7V1N5>J41iXeNirwTq(c_Y*1A9Hmows#(#2_ zcGdM~k6ETnn2S<$FT83y!jJnvtK$k@o`az7m?XHo3Q{s?V6Jh0Tgt>4+-50hYr#-d? z?hB(6^003x-adEfgQw$FM5?p%fm^zNMt8W7cid(XQ?u@CjLi-Eqw(2yXI7#q2gv8q z>WmO;EyLrpLCmR$`=Jo(g#eV#V&PLJ*36nMQr<-Fn=e?(DuAtYP}hAwip36$T75@#8n{`2!!$WNC4#y>$ZNc8+* z_TtQXs8eC-efnR6xMq6mn(o1p@*3at`y~U0`$~01dtOw zK=RUcNr#aQO~m~uA@ZhS0PT3xpQ?WLXM`TbEF3bKS4|E#Gw@ThW>Z@k4?{?&Y!W`s@RtP0Uj6 z-`qu=?5|h1EW=+@wGD0Nplqs(-|=FCSFM8%?&+-*vES&=;F7%Q>e|tVcbSiB(*B=? z&_!J(q7HDWQ(+*wOO3V5}Os z3TDExy^%?C#DQ!}-%Wz=L&D)RbmKkF%Ls9oR|wv$g0zud_8Vg|VS+lF9OK_fg_`_Q z7};C-@oG1MT)oj6jVSWMUcuEBQ=}3TFOT);y$Xfu>* z8`n?yMe6moa1F(@B4%aMjHXzX78W~@TwGM&EkPukC|t=xE~B`d#XES*31 zculhZS_s9Te;H*`)%GRx|X8Pdh1s4esFJuQvRZb{xoF z?JP+Lm_qu5n0~Cy{B}_EIO~J~0!a#fzjvS4ATGQ)DT+piHnxo}=D&CqY4KN^6A5}y zMAZ&wl$yRb3VcR;OYci=#1CPYw@8dMki(fxt1oaa%Y|IYC${MJo^h!iVQNP;18h9q zaY=8zxSfsVCw^ZG>~xt;ORjbSch~GUnQ)i7#gE%h1d?ncum|vt`-kesSsdGjm4ra_ zh|tie-cNI*VzRYiBA16T*~brMDv?)F(h?{pROGU1bm)S)E#$8Bq?L&d`8vNH7wnV8 ze(ttxnCW@q!X zt)s7%OIyneV>i% z+Ez3%kXysA1CNGuGz--+g>cmWSX%xMqXHNgZzYh6I&yzGdnJAlAb)S)U@zEG;%x@w zT4E5i6#P=y!B~Cgy5dOa^HM**xB|_9ATB=znM_#N_?lgX8(ry;*`U0-Wo1I|;-yJE zcfIRyC!7($qBevKBW?<~q7CmY+SMT`|&mfs>jh5gQ4W=gQlHY)6 zi@lCNd7q?U`=jkj&{#%J*jI5co#A~nSJI5AKqN#86f9j*|83CeYb+Q!Nv* z-*aU^ZOxM*1(96eM1b&uLH@PSIq?73BxZ|a2G8rX`}Cx`z&DL^Y-itwQKN%1zq;RQ zYo!ltjj#g}_a_F&R+gL6uf|KPBYrZuuiZr_O58g9RIJ05PmEB6Z*J#mC5F=L^nrn~ z6!q{m9aO_HM19D~%gcLitVbgp?A!JQD z^GW6X%soVEd`ls+XaB2XMk?AKJj7%jzYip?uB^=Y;E@ttea9f~RXtV?>B3qw*sNH4 zFGjbykRT&j*$)D8Miq`}YvArOba3wFj^>-UYE=yP&D_3-NcdQ!sBr6~{jgAU zUL98M9~kJ`6n0s=BTkpSo1;jb6))^Md^W8P3|PMMnZc#}{-5ebM)v)M*y#l1d!IZY z0s6mX-3^u)J_r))z@R<}g#=ierxJ*{MqfEzv+>X_KiOQh6Pu7oeoQ;9t*>3T9{(iv z*$WlrvP`AGtu{0YyDWPN6ecS>B&UPA29g5$)lnS!nwq6&E#8bnLlj1wrKP0{mJl_c z-JiI(Nh-W{r{hnIi)WuSwLBOz!Te`h2Wmz~Q0ldUGt(TbiX*^1pTM(jv?reNUyQl# zT5Y9%Nat}F zD@tn?%*^UyjB(7l_iWU}ZEA0IB=+%KXQvWz3wVolp3J`Z(-MuVuN5qQ`ZCduVSUJE z0H%dP19X?bHlSpsw~*lw3(g?!jxV?P|LrU&DMsMdolkX1e`mgtF!ta|e%4*|#>vPy z{+dGed3VD4Q_c6qe4*yRB>%H<5r9P?ao}uW;~7@yHYY2J53|^Ro?>IwW4KOe?^VIWZ{kF41#e zx2>Zi45Y?7MzV{Pw(Z5?uy*f08Fc$$B`WI}+DZRKKXLZu%Q{R723fOvSpGhSbUFAs z%~+ctk}%q}j`nzLxk?KxJESZdH+Q)UR_i%fRk|ajv~+-Jzm}a|;XYF#@)8Kr9Ib z%E3S!+V`sfV81ZjADYnS5 zv(s$`$L*~XpFePceP14rj6SmVvr4ld(Q@vF)MvIE(G}k-xk3a9h^U}^YRbR{!oeAnA;0ntx$h21QIn5vF`SdUZ5I60m< zi+~>+#Vcr zwzO2x$Qb({kCDFnpFL%zKxAStkcO|b$8Bdp`Z$TX>80Izz{v3QOHb^7weVHYh~Qo9 z1{ogzj~e~|@kBlEf4X*`xAoBWz=N6PznwUOT*CbyVc!4C6K`0@$&lZL<{ejFKmbW- zXoCj5EaX?21Edxj8OcT}`<$rLJ`Mog;LuQX&+XZsbmdqx zcw<7NquHS}b05V*wH~W<&YmxX;R#^ri+@w3zCW9(HH2f;SIm{w(FIs9v4Rfv+bAe| zvo2NoCvN4JI)#uvPw^$8`w+kv$?~Isv><40vO?o@JF>17;tQ>DO)!@jL2G=nAXpay zY+tG4-$@ie9Z5Rb^gat4F>+U~#q8@BZ;GECe%b}cu;!jIF#Aq5uJa0Ftb>FVbEtyV z1b2^)#DT}My%6g#>}m>leJhXG-wQ&Ju%{$>zED-X3X5o4KVonmRC5GGxqN98BH~{} zi@KN1-(4>`f^d$9Cvp@D;8++2{eT8|E70s5Dl03816JJ5<9()cJO?GPOvGia@Mk+*_pz3^%G*e-J!lh$UR(hcBo+6NWbh6Wor2*-m{sT zL}HPhpu`X^@$3j*jvM?+1?yH@^Ia^ku{+r0tAX!FSlv`xTc_5?y`4=sQ@H_b#jnpz zO4L8&A`vSuv;#h&BiNs{gSw@&toC#Tk_aOq7o@d=r;dJJmdJbjL7$G+I}6jL!vm=9 zR(~&N=+Z*2CC;%v@0-A-mq5ar2lfo_qMavZ*Ik=12>Xk*fh=hr8)4HrD~I6M-}?(> z{-|H&B_)qf_si?#;ifhNn~eX;7My7IGVjlJGsLBjpENW80j-OA11Q@6v3uAShx;kK z8G2aWbkWEd_6sMfL_Y z7BbTNt+%qlTy;J@)}FVfpO$%5gs_Qm-B|=OYtkSTZk+6#+Se?X@vZH^YfD!71l5pD zQZ%+7c$?+k@={HLB|wM<%g`j2Fp*x9lJ)0rR9F?j){8xjM@~}mzB$7#Z<$|ds5#L# z?k*2>(VL78fcDZFCFB(I#=_Vw{i^fIp#15{qWFlbRl_NfkKIG}H~~XQb$Ef({7EK= z)_j3*mHOVAszzpMtE|3y7KLX5DQDM;#9DtJe!Nj~ypCPkqIJB6|LCH;!*E3c5Up;a zB?oRfn-K$AHOm=aH$!_AKQX>c=10$Mut5A0O}6loN>`wnrb<*ViXv~6g;V-&%1Ln%Q- zXq=2BsCW4WHf&D$2WPzg=#^J=cmx;kBpR=m4C0~^T4+tt*X5Th_Te)V$e#epVAuYp z*FlvGr#tKZl5JYzAGrJP=_>X6chfNPSp-7c;!yfIblBj*GY;s##i_aV%=(jRmiezR z-0xM%fp|OVWr}O+@J2}l7z$`Q{m`KN7;^4-C-B7Pe5BXi)#@!U_ibg;G27m3UrChm7T6}_8Kb_CavifGWjLzubd-M-&5o(w&^_*V zv&4d;BADHQg}0|*%MwE=x*jylW5p1{EXrACZLS_qxJDyCIHEeREteIje71Rp5#Q0E zQ?pA#%XuG9%*1qabPe~05XWnL+xb}fWTAqo>84?W%D}I^>THb=erBveq}1vi(JT0)HxuiD@5>6G-+ zY6<`G2HQaw9tL?&6FG{R()alpdW!P|O#>{m0zn^CZ}!V-rP7EWPjcBR)V}=sstlbm z%70D1YvBDqc&#p8odkZ{CdST_J!|G_JF?{j##Ijt(n@&TPerJaCwn@zv?nlhakE#>MG{toebN|bU(A4mAn>kpy=5vO^qYEY*V4h=bnu8A25rm_0@5AKboD0VCpy*_K^HJ2a_$OmNhuz|px;HZV-BSrUBw|&CS%o7T z5Z-fFyp)u1?GuGbY?Kf>T_|KVCOL*Qo1GDLEeFlOe@AQ~>gkHcQwsg+NYyP$<-UZc zsz_>(jjFRlJlVI^;1%1fRS|dX&qHT4djk&q-J&z)2G{t%ab(FnBwW2;KU1zV0yB*(FrNqR zH%eVj@IG}56Uf++h>h9FTATw%ny8)P#aA)WDd_6G;%wGa6qWLTr9de-m?jF$^g(#` z{NbkuN0rMS7)dhG$8hMF?X3)144uPpt(t@kRWR&JBF|DNOq9z9+LMYcd-jFW*$bc# zQ5j^Ui%FDCJ@>rYZGoIU-uAx7zpW!i+g!>V(P0M&&cQhEcIawUh%6gS^ZN`F&@eC; z>VB47B))e~`;qtvHsPv?iTa@fa6%os1V&n|GvXJ*P`N=os`X}jM=-{WRny;k6_?i1@X=z7osGg+7cOKQOpG~a`KXA@vA4~R_ho#Xf}kY>zIfqGCY$w-gUQ+uq$kMc5U==tG*vWM znaW_x$oO%c&R*qoN}YnR==+N_*RbZd(T&Nki_(p)f8{W+0?YRahN%~InN8&j3M<HGqNtN1rH20^uu`Ug81erqAmZFkJ)x_e=uLF(!5pU0wtR z0bdgm+S?VN+omj^;0E4%M34AcTn06QP`ucJv535i(Q{X=Vz*z>_b3(^HF~!p^qB^H z!<<$I*`IwP0o4LFqDbOmc4p?C*Exd9)31PF(zyvd>nk4`DemCLMMqn!e+4r^JnX-I zd{{=z;NasOcW38Pm_KEXS#S_?YV0UhpDtZ6?XjZ_(*!TD6^<~V7ug0VO#w*F7wPZ! zt{nqbWjrObYc1FQK45`r8wgSaxW80<0Tb@Er14|gg>maMI{m1w}5 z2$9&z1VNY&31DX$HiX0!IuIxL2UpV=SgwYF1 ze5N_9)r{H(FWyap`efl?d)v_(QY99!eb!;G6OW<0b zPGLhJK95ng4tBCYufaPNS%F?`hivE0zgS8-_H3u&xB5);z-ulaw|tuSheNsj zROg=4*iGfaQ)mg4P`lWk8SK^X{osdj9tgOI1a5yt1!_E-y_*sCwFUAYhYuV7Q|*8* zW$)+q_V(PH3%Bpot;!Ytgie=iM?)i5z*%pRVO2W&vF&H9k5}v;p6acK_-De9I3E&# zk9|d4&BMb(oMVA`H-HB%+-_t)wShBk?^p~n1$TCUEA?#q)M*Z~Ev#6q#}3udT@XVyxdSgU#Iz7ao!vO!41OVf`|6SD-ByRu?-vK_5*|`e@Bb)jOS05Zha9d_i;hw8dW?;?ZTXrXBX> z!oQ*j3XjTB4Xer{2q-?VC<*aiI4)6a1&Al$TbK%6n+?=6?aPc7MbG literal 0 HcmV?d00001 diff --git a/librosa_blog/posts/1.0/librosa-display-wavebars-1_01_00.png b/librosa_blog/posts/1.0/librosa-display-wavebars-1_01_00.png new file mode 100644 index 0000000000000000000000000000000000000000..3313473f3e0b9039b889715d0ef002d776fe238d GIT binary patch literal 39545 zcmb5VcT^O?*DcxvB`BgIA|Rk5AQ^!H$%vA3&Ou4SkR<0p#RLLM&N;)7VaP#LBY?Nr30+Q=X?> z58k-DySRz+@;d(a9X!siw!E&BL?>V?WG)JZZU8`Y8~=~MHf;!eSHiO5%jY`Y$y+EA zZ=K&~9ed`Y?9yuz?iz{dK|$lK;ig-r<(t*#XtUBL1eAAdM(pm*mzp<;iGR%aQ3eNp zpE^%2|f?=Rqlkbn<= zsr43V5CQ&=aB1K={?~<=a85!^0;2;Z!k-4`D!}v~XcQY(%54slyN`qxotskQ|3g|r zrLNAex?`OHZy?~=|4Vxo_#1+lZvy{Xy#EfkhrcjKT1hRuxB)yPy|+2Uw`p>|j7P3D_2Yk%d~ zvhM79KnMT=E}@|uOVOnw{isJQFXQ;O?qIaG$cOu;T>|Rr-$lAjFUHhA0^|}xuR=yU z1Lzv6|Mr?YBj0n^Ro$L@kVW#CL#R-kP_2{8{aR4OR%$vjEVFBy<}MZ3?=BAqgX~bh zmBLq5cW7_rmX*0sVo+@bCM%grI$uk+VzRtq|BP~yvI18*?jc2He6x6THFPo!H{ISa zgP(3hH`pv4_B#8d)}Z>$gwa!q*VK%!c#3adwS?8`=;&lSCJ8Hb4Njo;5BGn1qj?D} z(%<_nQiB%b5M}-3`JzcyUOrzH`xtKA zB*Xn$x!7kJE5;TNnmFiz8|GE-NdEKF-}RZd<1Vm%A?BOJz^C;!$g8gtkFrQ1b0R-} z{6Nm?zKl=NftOiH^)I%Gf^&iC-b7`F5#*a|Qpt1R`h#7*CE9n#$1i1E@uT)XhVkKm z%k`+~)82!q>2OCi-hmHNELgZ2Fh`-DJgH}zDBr-)aM(`K#rfLQ3)rnePa&WS>WdI; zsiEG{!e>Sw75G%u1oX70M~_(*n0X2|%t$liJhK%nQla9!lH<2;1_7ksLR}T56P=Qq2tv z@)zY83tCotest>ww(Zr3ZBIjiMqdm^itEDOWK}2Eo~0i;CQk6pu0?>9Qzjk6UZ-?_ z)UetC+UMv!kvcsOzgc3$xA!&Oc$E|skQXS&L9 zTr<#9b5_-n1=(w(4eI8qsr;%>{g5inyP3*@Yjc5T3kT|$x%P;{fX_Fux{RaD0DheX z`I1voj-|JKM%JJAQ?VH#glF8{4Edl{_9!D7Q`Z8svz=>aJ`2RAKBJ>p-DaVop`pVG zHYU5}t{D5ts)9aoXw}(~SpMWZii+(#`^v#8yNHNkZxUpd4^kJ!<)fcko;ZR#*aczQ`_=j6mP z9C@^)^wl!WM@gPRLdHA-_nd-GFrUAp*1086^fGzS`XEMK1ntfV1YV-N+z(X8j9>iW ztlvo$gE;+s%;5i5+K1|&CkqnYoT_=3*~?GwcPCCkxn?;U74h}D{>xy$9Sbu}GVUgM zC8ZFLsT#)y4#%OAlmLg-zGxhec~l3Zj{>)G%}~IxRQfMgRl&vnbvkVCSUooUa`^kh z7u|$|RUSMTR)<PA6RoXIggq|@^`S{NXN~cJ;Ytci(cq!Q` z4njT7jG@zdQ(y8cmaej|D^oA6#`Q9k6uWgKty*qEu$=Ei~$C55$7k@3)pRnbf6NVu0u9~oGF8uArbPui_7q^_C z)cux;;|d_n7aAIYa8e!67s>DK>Z<7e^?S$bG|>c{Zq{wi1@xC5p^SmMQi)>6I~A4* zw6vn=B`SEv!01FZCwy{I-$W!=X%}kZ`8&pUCj|kYM>0o<=#ktX@1~PMmA!faJ;2YU zAbHeV6=e^Hg^M^OH9CxA$tSESr4W1li)4FW!_xe^;DqW+g2$=6rE5C zRl!;o)*r7GbZX~vK6;e7RjU{hla$mjcCf?wU1E7;xVU$`$qzw&eb&9b8achtuwAD< zvxM5E3rcdMR2#vuRe4S&{*G(;0jRl5e9!gWuc~n}9)5N~8Due3pelLvNR`I39H4Whzd=-hmvwYRq? zx_v^0H`|OqPM5o&Ozmx8V6#&T+6H?0g*k#lZ03QGUY&?YS6?5GSZqQ<0Sx7BngUz> z_U(GW$%UVjTL8VVQ?X`VvOUEnqtv#%54}Wd5G4jmQ`BDnxRwDsSE`d^BY?Qo_saM4 zXLr}MtUL79B^~>)InFVLnQ3wh4&U88$3~hAWKVi{?VIDkJ5hUMaoZv#)roA;u$W%% zCxc&0Itz z4PJb@QCT5C+2|8heRrpN3}v9Vou4IV06k?KSp_J>9BMHFt33(u{QM`JYbDpH z6wG00U1ZtDOcORg;PYc^TU)!8Z&JD%8tG1``tB*xp!uh`soxuax3}9+&YS{p5HStr zYG#LvwBph{e;B-==@B7Zp8Lr#NCMw-t35?iqbLZ zA_mG}tg6ZB2?DmY4D`qC$JW>}6R!Y6z@c#uDTef|l?uE}sgAk9(7b0ZycyoGUEq3A zA3Ga|-G)i01)P;bvg>uGJkf`3@@Ynh97fo_9o(c&=HMcsXs06($^acJX_7oWS5EOc zWA`{q2%{55=ERx4!Wi@?LbUmlIw=_M=0?e-6z8P|n9axm*CU?l8}>hYGKe0pA9-&? z(u%&F<*__q}FdWXM6FPU{WOkE<8zGP* z>jIeLJ^ZNR#*#H=gtKTll zLF^*)iEgar95IOgr2!H0NaE>DJ_!u9HBB_11OJzoa>47!EaQ3x<7(yzJl0ZDS)(_! zW3UvP-rvUIS|5h(z?MyNU_<$mTL8#H(d8e$EZ~lCKF(LgLvmnP zx+a93GiUT{5|kNkuD`#=Q^u+n$B&I-Q%5p*O=mo{{4=s4F6Oya#;T}qyV{q+Sj0=% z;I&__JtQLn@<+>ixM&ZJJhpgcF3Czl(bwf zIYe{C*I>SwBeUocE@q}~Dj`VBa0=J=%%Nh>tVTtIaLPe8cM%v}T z->}mo@sblFQV|lbFCO%wc9N7f&VToyDM8ZO!zM;l)4Cx$R-(cQA3`_k2&Disgj0&g zRFQruM?|&#s8Vl|Frq77%2j}@NvMZ!W3))$_?lqSL8{k`&uA)>G)A#R?$BZF0+yJ# zQx1$5Q%&bN7EhI*Kf0|5kV+iipHkwci|u#o=*5*$Payo|h}j{ysYG-Q9{;IPSO> zYKmOpd^@OHDV-$bn)q5je)ItPes<~p@#RzydC(NX*%_thwag|aHns5^(*B5p7pjxe zWF08EUAtHecyA)%jQLN22O|`l_e;A!*Q)oP+O#=Ea1Rm%zeiFqLu#Y2{82^P`_+OX z>KO~?FA~?jKR#BAhY6Kxo7w!B-MFLV8v66jSXEfPU_|-**&*O$Nf;S@<-2++QjetC z3r4}?4{P$Yp^53OmMZ-0w;j3JGM)_)lc>DDl0Or6Sej*2&){e28}f%|+!4(*!(w(R zIVe%LYU?(9c(EmT+SM=Y?$*%4(j=|#U!kd{ZPm*?d-&q3=-LBl`~ef}JmdX) zLa0c#7U&9VK1m+$%(j?GwHH5i5VT)vW_$nuqjq=bHLZPObKe?PI~5Zd{azb&69w^* zwNGw!ANNg;`sy!(j?B|UANnuUt`z|Hnl0u0V_6%yxyZB)No)+fV+tZ=c@De{(2S*d zw{<02MD%`un9W8+C0?cIRi#bph`n z+CPVf>u4~YSLGdXYeA<6+!E{=3-2;i=A@h_0$OS0j@5NOWQ^{c6VhsU$9&5tx@8flUNT`S}*dw=MW zHnCFts|u>B)fMk(ndQEf^<8;TCL8>5{ripW7b$eYyFGlYt=f}(tSFZc9T@7QriXz108KYroXHPSz*fK?AqwsdMqv zlvvFhs8b4|1+fL-aJV_9ZtlPLaWo1VX%2xRRWvo1Lp$^je^IF$Y!V`zOq*GqWn|v} z`9^E$Xv0%(C^pU&Y9#~!H;qJvLkB5hcx3#adg&`%Y0W#d%f6x7<(74isZUK?ulb;& zfe^dd^MP*ji_@vFkLm#2?XHLO-dgv-fQ4x{Sn)FA0#bq7Wc#*J!e2wa>2x; zQh4&7(XJ(=+7hIdv82jLorfR?YA-_HD&{K^UavuAjaqN)v~}h zBl_v5W;B$Z=3)XOSzrE>u4+8Mvk;OV7De~MwkFEDzGV6&NkrK-$jW4c!8B~DT-NyD zaA@RCL^2a_vyn9D-2?t7>}t5Fj{1M|9+^jd0y0Dz`YA~rZw`Uu94W2JP>H*MylilR zpYk!gSb@mz{hYquOlo@SZBGY7*HjZp_!S_XpU|T9!z7CwyHJJyQ&&qz`*%v>hhZJW zEi^Y=nLai9`{5Hp;&{IZs4fes)cojZ7w045tNzPXfngqcm%lg+Gi^({kN%!6X0?yP zWxq|8k2vI#TonadZ8!J!MZDd~kihgpy8afSD(-eL3}^&Q)k|F-)HPID3xE9sv?}@{ z?9zq8rsKYyLj!8~4Oz+ZtN&0uiq^5KD-V8i{DT%VSnX3~b{{o^9?tN>=W`Y8<+Gl39Np$P5nUZa!^%OJQF#hRl}I+KmK5^sEoH8! z)!o5vO5$h#7?t#Jp8Mn3T_#6jEmN5j^saA|9|VCw(B)1PgOE^HK#WjLAr6yEiSB^Y_?%9k`ioH2#@j$+m)o^hAn6Fs*w!_IPwI86GcgLx;02i^qp82Yytd0pXmRpQ@$udcl~DtOpO;OcWOB-%BJeqxuCT{fFjmZ3m~(db_e{9YazxtMVlyBCO_!nb0Em+u9dC z3Y8EyvDj2&2bNKMhXDNLKjpW4&qr#UIxZ%nv!g2hF&CXoDk82!@La+bB#n=EFnM)LH=U|{|8%s4`djrAO8yG z6zalF&XpuTqAs^$0;%2saP)%6OQag>)HYD#a8;*s*QmSBmLl9B2WTOWr|LC2!62op z^U`1fxAg6i>F$N^WasB?$(oo)9M}IU_H!ePU|UNNK!X?T>HDrPjAS99JeP7yu8NCs zRwvbJfJ_8gKzn-^(cJF7>B--x67(DuKV`qb8?KRo=?*;sUr;)~je#39Y)I=j3lE_M zN#C%Lv225DNR0U}x@rKhn8jQ4`EurSRgam6s?*^pY`b2sK^z)yprAQ?HQ`}4h*2-x zWS|JkZp7+(uaq`Uj}7d@*D0)y3A%2|hcFr;I>fiL8H>U61$%W>)+K&J(78p#%}@vyysygWHv6mnKQ* zwY%WUgGArlWy;8XyX~A}>_x-T5X5K$NTVq>?&V$5PjsQjp|I?=Zl85QX7QDkETeok zf#Yl3%;sh}uSsBz5AlybD}rV6+#4T3kGH_4?cwjhGFDLQN+nQRTWi3nSFB-UlPl`E zm5+oQV=?0RZv$-i6oK>2(w2=j5+)rbC8ddf`JlS^UNDHtHx3T|-IUz1xe4?q2*?Z1 z`d3m{v9hq(?asA@goX}BvunGfJjM#Lvw!8S;#UOlENaXzD9vYumYSM+{cN)oL1@4X zf#}kh`My?I6J*SQ#x6qhG(=CK( zh7&%=Lg3SrX;B-pogwi_$1i%XzE(Yi2gMOGy15?{n|k1#L|TvH@CgfTm21%2G?x(@ z#%amZVf)YhUZb={aO!5X77^?&{0@ar&9{H%6rT>L!o2#-kei>MU%}t}j1nN037Qg| z!NI+}oXRWq(LjNDgMoyHkr<+*B^9Audj9H|@z2Xo>;;NdQ;P{czm@v9_I*+FVx?(Q z&!7HSPV<@)xaP6lu<1iK_w?=Hye>}-%P;Q$oBJE-0k5O`7zaRD^Qydv3lNGh7yK(h z(g)V263a%KzudaTQ?1}~+1SbHZb+jWw#!#wo8$4tjoj44;lT zL&L-Ml7t+qKo$e~#?8tqd#s-bnDKmFDklm{$I`@l*<{;qY;b|(o)cO9>a*i5jC22Z zLB#4-;pnLtBovvn%2J1q)}I)$K7LJ`Hvm#b)rCjyGQ7u(3$NqAzBx@jQDQRPxImru zR~y#v$YcFH{M~EKN)LT1tc**XPFyR;Hp5%rS|Nz59o877aJ6p``ynRCz)~c|Na4_8 zrSQ^|hH&O2!ms*SzmxA{$zv4tbW=`FPAXi(=pg%NKHr)sqJ#*lZWH<`<~a3cQJZGS zw;CiS>(@wC*uH>7M7a3*Z@ouxJgK=1a(gU8f7sO0R+7X*O+#$jL>B>jV*|L#VUJ$kVJ+>?tNSKueLivJ{&Jl0K_Z; z#CwVT!g?ZCfuK@cCA++x$hME%KBqrxuR#)=Atu)lU8o~D?hOH)hJG<#HF%4f3F+Cp zN2=9(!&zoi{^IR-UCVp4KJoqzAKw?)CtJDN{w`Y7kYBE-n7=`RZIu6)V%cY z(4BMlaMTBAol+?_u8Qz^${M8FH;yIgoJ_gmyP|&#c$wP2GyYlJMIa>8f2{?r5!|U! zDPN*UMA53*gT-aS>vSbwD8ZFF$E=weB3KKaAO>_}VVR<=8OZUE4H7!W54=HZY>$WcJ+5+gc6J-HEiglwBAf{5k}fP_vqiT@A%c>GiR(B4df-{u z*w}UcwvF@C0}Mz%ZTygDWEXR~ttYYfi^_hqFvj?l#?1TqaGv@YTbh67J0gB?Hb35H^3^0{Z^d!-Ld`ESSZ` zP4ZHG3#&($kjBoKzyH;e4;ZR4UQcdtIZmOQw+1#uxh(PU{PLg6H>i=Aodnqs%F1tp zY;Hpw0e_YT^LO)^?xOXEpB;ZM{WZ_I`Cl=p#^0~GnqWrIlK?8A53;upvK!CjLvFwR zi3(r7`|Ml`49Wl(2oq$wA|05-*GDIUrEBz&AoI<2qfb(4jBa{y&r1+0bwmgV2HW- z{U7469@@XoJ)64f>G1o;F&6CEC}@tGI)TOs1;56>RA76i+)}H>t`&nxPc1DEU8XTR=jEkNbiD>4gj21oVu#Pr({4I$;f#=|0;Rj9S}ASr#&>lH&Av9V76Mi z6TOBqw7V$zSMmj9@!bRf#@I;RY|znph{YzFs)%7}3HbbNjy^e<9-sc-5`lNFl ztel^=LzBB%irFUnR)e-tVqoq4KC3>Nyir-ZvisD^I$s_LO_t%Km3&*9%%TZAVzFD&da1SYMJq!G>Gzu zzoThojjEYTyB=+TASR(nQog}06nuqs!|Z1m=<1yvf%n%4_~xFc^-ScjzNN)7v<5yC z>jhUzpN%g~@6`t`j@?g&Hixyqz%Zf6UypCpd*GYL_QWFz$L?*JUR3;|Cs&geB>~WS zDVfxu9A?Q}$b}nxNXb`$+JgJ<}4aB|9b?twBOC%-=3%s{FR7IRQZ2 znjcy%c7QR?IaLtjH@wLR-1NTZcpb>UA<>#&J*#hRNRJ;WVlY_&f0&GujMC%(x*#mC zxEm9BXc;VMnPp(_&)%jvV7Lholyxr;@wS|2t`FyN3J7Q`Dk_RDeiIle(9Q!<4oI$! zfh22TfCI>2)-Qx`iW^vh84EA#L*$Z@wv%2?Fw(cERDEiFhXZ)H2m5t-n~(?K;o=%m z6-H&x!Y)zh6Th9NJdoH?1NjvPc%K05!e2FkKWDPz_3PK-THsPp*~J)tAu)f~S9Q!x z6@@dU0CqV9HWvGgq@fzuL8CC`3g*dCmGab&DiY*kmHW?@CT8oUMV`xJg}f& z6034~Hr8Sv(07Yj?g@WnLANv?2bZVa2t5?vaUkgX?h@}5&h%sYB1qQnE&NteS05Y5 zc+vfSRts#Pjv7dsnXAWp$rCZ3LESVbcd^(XtCAH2q@JA#vS)UkPWbdkfEsiFc%Wt< z(?p7UPQswGT+U-!pZ|98k5Q$KYD(YfA9`nle!GG6cfQBlju_UYc`ykb`SUA>HnEDU z9c`e<5cz3^rY@f9y1dF2@3S!ma_iwS8@olG;idI_t>p|we>nz;n&5cMle~@A9iquLFX+=^_bSI;R7Oz~n z0=e4y>eVac`Rwx#R}J4C)HqHZE=EY%gOOb?b{)k224pqh3KVj7E2#!u`G^Q`0R~k; zw-uF9HMtJaiSwFs^WX=(4RRVxWi_Rc89d@>MX2$2=?)URb4rImSX z?!Wq#^R5iiSbKYTv%zCi4@#B|VtTrMW04bxisw2=U(S*TjlqreH$@56VvIF1x!1Q} zJQp~S5T5N^jtt=l;G-5m-jOCfb2Y19;N+6fI&Gqq?p<-}(X@}1cwJR*?cdX)`}ERy z*8}k1Z6nz^?!+FhTcXs`Bu#nZy6OIybRBZg+`StcGhq%Q4r1R{MTc z8|tun0=dG?ZYV3d5;JNhCIt|Ol&<7p8_1;xu!qja{uI&!Y;79@86O~3-kp&wz6ZU+ z_!@*!NAHjVID?C;VGCc`klu^}{a%=jQPGQ&MbruvuThmkzr=BJHSF)h&)(=`KuJRU zX~G`>kP_%tQ#DRm_HFrTOg}5)98czZbu~;2ja#& zH7T6CYVtG9P#RtyF{hOqN!DT8;8Hj0WtMX>j*2YRENv*ISA9ebkcxvmgfV?`SV0o0 zduYwdMh^S-rYZ0APY%M2KCr_1>ivjigane@tg@maIyyRAEk#t<_y}B>Rkw{jz>>vQ z{5m9Xqad%CC03=PC`HVR&gWB}G``252|=gO zRzE@r{ZM)G7!bL=Nmfp`U9r3j(YxE6A+ zBYbYP61XS5E6~(tquLx2DX{kND)8VAe7sHPYA_=h1gdS2*DtJnSh?^1>KQVninXa_ znCg=SVL;)NC!XxwQvoRp_j4DoNDx|htJr(~h}G-bujA~%sal#3xrH3A8Xa46Be#~i znCBE_S%$P*9P%^?fc&-|kBNVBL+vjQflnRh%^cm6M`If)SHL_kw%Vn>NOCHFm;AW% z5xKXS=GP*ny8$*w1VC~SaBnwbWb3t~npeNjUoAD=vGA8~y1RG__(gwR@BOqh-ThlG zIEeRhBBwTfw<$0+ahBS;v7q2UO=|F%}ZMW>u zixZlERArDTeS^zvmPZNpH5EK0Nc(M_D)<-(+V1}Q@BgD})&hS+5cBsdbm5vhkHY+Y zVzAHo_lQWJBO*|lf4}e{EbBft&V$eyxGvA`X&!O|kkPV{boK-QozD*k@DBs>>0tMQ z9#l$JODFg&H#J`QeckygkS>JBy`=mg?K(QE3x3iQ5QI_tOYoWw{#gEM=}I0i4@v=m zU~;@}^!QRKO9DI#x(QPF{4FJaM-rp`5qBq&&7`jp+^7V#1Ft!_GNMwAw~kJ7O|Nuu zb1^YI_w)eKH5X}+rp?8Q36yBg!E21KYDk^$zKB`;ff2EL@-+e!mPIAX zao%*Ct{tpbReB^%soVIcuXXeOnRnO=rqZ`-ixAJNX12DOB+nGS(LuWE8KeRmTZ#yI z=keE92Rfktb!WN2uBaFlK2HIU@c%7rw!okN4_5DAQ3Dhr|3BYjLHqbWcl-wpk08mHXq&4cJ$Uio0c=B+UNPRl#{&Qu8Nm7C(3x6xAz4h7i*v(*H17Cf@! zZh`HOic`&7wO`Z!Qg}7b@$HR0i{8|1w!t@9aLvUhXmZ**lnF;Q5CG?Yt!JXRUS0S5 zBrp3iegL9UQg&ud4Hnz+14k^Vo}>9M)BBGoJ{dkr>KAGqAPPJzMzL#suFRH`z?o73 zF2RwJx6zZ;%AlIFI#5kdFLr-_zfrGQ$H}QAG77;dC1tJ#c6yb6bBI9%IWu{GXJ--! zI==3!OLtbnKuQEOzDCt!eAj-kjqc373UM4!QZ@F_YR^RrZd6rbj;CQqXN`!NKy_2f zXMZ`MslpZmE~@9J`VlduTOT4Mb(69g6Z!UNL~d<@zVoJiWM2)xHHTwrblnhW55UV( zjMyeLxxBzkz2&m4~iURG~Fe7k|yV}Yy#StMSViFa)p0w*5p1Bh%P|67EB`T9^@6ywP; z%IL6PW!c6-Uv9$&ZYHG894`5j&dG$XHg>Y!BZ<*}Nm2IY%e8i|*{ZH2bQ^Z3{FBD4 z%fY1~!S+S0JO=L@!O>3zWv7x7Cux2odFs5NB;L3K)Cy&mN?i_Y+%l_u^VRs2xA_d2 z*zVV>8@IU-+E>{XzY0ocQF`io^&a$sn22?(X)}-K&Wvf%+ywC?h|#cI#;E&?pvo~P zFHfI6DJ2CC7W_|d|7V?hE53f6dHeQlP^}_>ScLV(Tcg4y52`r&MQjgg{kqPpXP2Ri zIr=jin>SD~&j!{tw$zK5t&Fry zNL{L}eYU)`WZ)Jb$7PypILyY$%KC>x*!e=n)C1j8jQjgn0pd9Mvcb!CEy51A5l^Ky zTx{23-x~CxF!>VhHG_CRS60RcrfDW&^ujga=HBb~aN>5Z6XG^SGtjZk=1cL+zyR#p zk|x{Vr2k0aHKg7u4&9nn`W&Fg`1<9asU)&s27C0RNBznt;}L|qGb&&e?i69Yy^dB< zsUm6*Nqo#|gkW`J&Ne_KzkmA7GH1yoF_D8l{aFdey7K&$mPSrL0r@I$|Nd$FNeP4po^lwUo%> z18ekTVNVtJWSMXIML<7;{W#zA897S)?wFvnuS(yIA_Sve=D-Dt*l)6alojPUky!aP z9R2-f>E0~N4pX6b$H}+jxTgqS{A&Y(s8rl>2IbJMgQxYUxtm?vOycP+l7W}p4E}4k z&MrFk>eoL(ix+X&s6z3`SJSYQyXyhzMqmP^eCt5vEv3|o;`rD!hO2wziSOo9(W zuAdQg49b(q3p<;)Tes(He84K_obsS*&UlTMJJlpZ z26H(gdVK7L5tKP2bYu-Ec&_X`c0H(6aGS-WNo&JZ#PNna)@P_x?{)s&-X!BTXDlc; zH#*8^{%nlc3D_;4dRzHx;4>4<3C$ERG7tI_R?8M9{pEPY5bM~dqUp8~6_!Z|htcP_ zvp0u^dB*Qt3es3rCZRh!Gx0!!PD@~bJ0`vxv!UE?x7V03S!EZxU5gF;Pbb?YzpELt zQurr$es-g{)DoTNU2g?B398SO%1m6pbr~W_w&G&tl|GB}GMpE~==gF!x*w_^*<93Q z(J3>tO&ND*Z9P^=;jIvMyLE%{&4GXpSrj0>j| zHBoD2zbJ|WN;o*RQ?JgcUxNJkG1Q~&x4!*)#WJ1uU!Vx#4(lGXTIg@t2q|(J*b;FA z#e{TC*bDjkC33%+ohz$hJe*_I%C^vxgHYakHlJ3Xk#t>JO}f)8LfHH3M|Xl%!#Tm>B$jN z3SkVx*(y7f9|-Q-ovdm(Kaq-{53&q-JD?(7&0DczSG^{oM1a zQE#(ZmyvSOn7%)o-CXEV;F(N8t&_yNjJ0av*_uz3&XZM!L|64^sT!aiSD~gBS(;gL zXS18U>strB)t_jS;L$!?DZ<@5JL=%tb{kzjn-ycyS=W?YtcvpJo3M>VwV+q%-6!HV z-McSQj*dAz&AZ|_!M9o|fw^^0%3Me7Q9k{!!hrKLC{)C>kP%dci%2+qzv25Ukmx*D z7nQ~|Yq(Kn`)X%&XZ!^R<>gTG<))^V4Tg5*rp(W*ZYrkUIuI~{sibCYOhdQX&szJH z<*q~_yVoqACRb@Wt?eWazG*`Oy887Z*51p8!s`&9Dd;m{vu+Lbo^Vm4jFROdDjIs* z(St*6b>y0W`tWdnQ+`YlGT(5RRdgr0(!IN-1QBT*Q-2tFZ6y8qH#69#DW`~DQ7pIn zMO_yBdVc`Pb=`xN-a-l3@A;t|P)3~*qkK{Bn`GOQ2&bSIE>L`JiCIS}kC_F0#58z= ztBO!Qi&3lP^A;{_c2eIti*E9mp)v6OoTkm%?2p+AY-LF_zn+o=`Zv0IUVulC0BGFl zvFg;lcf!qZ%QC`=i#;;L&7SLG*_LT*EP__ls;n8eK~)MOm&nk5M2%L*H}U#EtI2+S zhDg1M$Sbf>?~AT_ubo0RMn8=U8Q^+)VB5$$!~|A3HQH5ZIPqPd|Mw0rkcoVa_Hk`G z>iMmjqKaqKW#~YW1NqObRIjY;GEYT$QFDi#Qr}R}(#e^>T?#M?ev`vPdFQ6|Co&FV zem)A8DETUp_p$wi76K3bK@z5`rw7k=z~Maj`ZmZ0=wS^&rTPfM*_?9pj!Ri~W%k3J zaqO%|B)R8lgPhCz@YPA>M>)JPHR?xRj=+fA!3*>)>5sG*WI?KYLT}W6rhUBpK|T~< zPQn&`Ci+HwsL|0w*`N3s4{))bmv%Vtf|6aL>Acr&Z6E_rgn-ZkjSTb0Va6cVUD5VT zV(Zyahd;0R-Clj*F3S>Y>#dT&L%n_E6$W_AM9}B3;<*#=EhSU#s3L^`e zr)4#+HT>~Y_h$&}Lr~+r+mj%Gfn6TMIM~@WkGE0qnaPjWXpA~a>sIIjK;3i5m;8YD zSs+hZYt16ChV%IH36(vcHi>Py&w@@|-Jv4@3f)@aS_c_gfB5a@iK>23{jT{z$6&GJ ze2D^am$m+vr{TVGPRV(iGuGd~zE zPfN3=1xozjo}h?=y`R4iD@=XUwP0lDl^^PKN6cr{Ha&3izIn6U)>tnzPM?tU(=uJJ z&3kj0KN~-RuT^rBdHnLXolLX2=9@8}!M$FJAg81UR_{iqj0+W`SnF|~Vw-EhWK@lY zS6VC8%ve)WSTUzwZ>k(#Cf^yGnJFBujd0(sJhJ(eo)mP_I)&!0SH!GBC4bF4q7v8c zSZUwN*vSk5$@z7sQ-xw`1v7KcrLSOf8vIrY@@v=N7PUfh;r9(| zoL6q7`R{ku?=)jaKyfl9@;(4~>lv(F9}|!m$Wf%tN;+*2l5V}y`jo}4i_+N=elb*K zHym*1#_aLbi}6&A--*69LeC7HQtLFdGV>P%KaMW$v=tG!sHuf}(9U(UTa9?R) z=S!e@INK#5vONh3z6^=`RQ`jXq3som-}}36P-~+SmlpSyOogZzksdQ=U+1p{;_MFU z>83_$O{h`>FLUyu5t|!zPv-cwQ?G?qK}1Ho*an{D1u|c6q66Ysi#Rw6FDPpcYu71C zzA8pzP8K7I3@i6J;h}fAhrr^DGes67NNnI)&4^Ldj|EXBRcxGjSW&4bn<9yn?G7yA zo~ZtX#QOKk$*-?#a2%>)-Qe1i874p|DB3Dd(C0|?AA32@Q84tgn^PfGR{6|hZy8Lc zKE}X)&ZN1=>sZ}Bd7x9x6`%8M*R$*EnswMwRSQwQ`e)*eKh{@Te#kbA*o?7}kAn*R z27b@2aZS8JKcRan{rLyFerx0zyoU>B6>CtxS<-+P_KtA?LhoEXz@i1WHCO50Dac=0 z-p*$^`tgV^y5BlNIZ|mqzJcr{MDbhvK!JFabyf0w%K9k*ao48EHbAXHJjGx zdwfVE9E%hisxR3j@j>M?#1O7=V-=9!rk&7?Rl|cH8}!*mbZc1 zy{hFMjUqBhZeq*lrPyj3pr^m9dof|nLzi&Lpv|@!SYzoM#LW{&x6-S>X`04f@mQOH z9!T`1JOAt8q>;_fV~wmOmSN zMiFiq+Q9^onk{ymJiF%y8>NrzCTZUXV4H70jG*cKzML-IA}0$wF4i_d6<*Cpkm{F! z@XgY(M5-?qdaPwP@(9~zXqk=H&K}mAI$oVNz{!3Y7FN17IP{(*r`lN|j|(Bt%Il+L zbYb4#qSP)~7PqT(fnt0rc%oX+Zl~47wH`4z^pIB}r7zBtJ35e_8v`@h@ckHFu5`BS z(m$4mTOVq39>+>CK7r6broav~Uk*RiDv|g#O{Owbbk>8#fZN30PyPD!5)2mRM)mFm zzL*W&qj9i`XNzL=vFdeuH#9sU1REy!U9(apuDPS=bR5c} z4@ogxc?;d&P3`F3PV%WWTRZ1ZsYCYjNra!WZcKLL$~JcVOf-Gy6OIbK&99i9C1mt( zx&`spE!}Q998#{|@8X2m^xUgc_Sk_6!)JEkf(-$ zL24shY`g5Xfd?pN5p{~R!0onE8kN8P2nkL+ZIQkiV$a1OHae5$kyB-z+yV`jR!txA z&#$r!5j@s|je*jg)`8cx?&En!7p3ybhR}1s%Q3SWrZMnQ?NDVw&uUO2L zADb4YP2uzfD^h|1XYTl&8G1Jz;)4+B>8+xA35Fym3AU-44W8&m94JmbkKt~5MRU1q zx90wCWapvZC5fLssZ929dO>yEsDp-4-Rvp2vBGO|m+66j&rvrD9VX*^LKBtL7p@jDBsm?Srd{I-BlBN+ow*# zJ{QlMy5jujiD`I2-zr}_T`!-KKu4G^RS<4y{IU4AAN!sPB1!K{Z>heAR~+Azbbc=c z@R;7jf{qJOlQ`|Y7&gkNuAnfmHkj3|;mXT_*IDmcx&%Bq%iV zilgbOzQ;;(bI%BL+?PgO$Npt}TD9+CcY&&6Jg31^8R_rAiQJvwaH2J7gu5LE0R5b* z%vVRYTBmZf^%XmiuM=*98VN77+7HoW9>|6wCqWS9Aknu;0k_*d;?F8iKy3q-+d=*3 z-MA%=BY&|!Ro`!8$FX9$<$3}@`gMs`m+-%zJSl4?Cev0xI_+KOWB-lgvL?tjdS~*1 z4wyQ*dltH%tL!AVEZ-Uek!n)s!1dOI#Oq~oloqS$58N%Fw&q8vRLh{ixM*68QqKYTaB-$ zl!(l$5Wz-Vceg3w@=6T-v5Ay3Evret2l~gKFvxz=09>NmTOz|j7*pFe3n2*lE`w)2 zg7P3UQNf&Ep*m$n+x@~58H-{{V!6JJ_Pdd0UW$7R+0h9@XX#j$AebYn z6StO@9Y}fFz}mLB_I2o~c6RtGc(Qx`|fxu|G)oZR2pbWkx`0J6d}7vWhHx)WN)&^K}9K) zz4zW*=21en?0qPE9eW+)_qu$(_xR&}{O)o7DO~5AYrNmD`FuWK=mjn9z&BPq=zYz| zvF;?y#Vf2_hI&}K<)DjK*v)ntpO<_bqr7xe?6IWIyNA!~GXe7@qMmuKbGdzC->ND( zs`V6aD_O7_S*Xw2zGh&@*EfC_ySfjY0b3-3;Pz1{m&}2e&JsQ=eTw+dTW3h@^j}N3 z$n6x^EuVxYL7TqUqwr#0&AQFwsAVC}mT#^3lcL=W7n0twZSH@bloNk6R&~mi?n^@C zv&O*WJHis)XfuPk(dG9=3##ZovhQiNS318tAJ|o!F5m_q92d_+Js6S|ewHW?Da39C zBWg^el|0xlQs2UAk>U$q41;ZzhB5cAYC5dAad)Ci8-TSRlHYY{xG`;LQ(1-iqt~eT zcpg}s9o>s8{Lh|i8*ZH^B7ru?ax^0m-0eYpCN{ta=ow$SCpnm}Kaq&8jbcQ#^^D(k zmLBuPo<;R3;ky=wG*2fjY@Bk+_AmC{rPP!Bq!MuZ#a&`5)R?L(UC?m>GxRbM>IJpV zxz0TD#q5m_9fpPaM9E8i&otTKVZR^%d{d~ng4H^)vx!w0=15Maru{OZZwCb}L-A#O z+*6)4d$Y5*TNDSqMv^~Mbe8+W9zZ=zyBnTUo0t?Jl70)~8V{cPhDPjWuM5Hqa#DPW zE(+G5UdUF+C&%!JFFudgboXh-oWZNix!o}%T*%d-6HmD zh<{|#UjvD!F4N&_-&v39koewJOXu0pKUdXGJ)D`b4eg$LX0+zt`S}x)?2*7%Ag`ll z9Q^C4DMC40b6B_)D!@Exx@zxB2sPk6rjl&Iq_%!O4`t|Hp!&5L36!S=Maz^A{ZS6= zkl+iqdOs7z7H(m1O{~zolal>7sm;QJW-s&E*JPMJ`3Wpx-qxD^ZUr~W^D?r&YN~(U z58M^j$KkYC^lqnCx!lRmeY0@U8NGT>?z_1b5pk@S-~vX^=A0R4c)~u&N4Vo2a|Mu9 z){bf)<_DD~E=@mJl3~97Tx}(w$gZ6P&dU8^-{#}lIPc_ytAsCwucMC7{e{wdKX+#e zE}6@sD}<~1@BJXM?a(TW&D6oMnv>DVzZ{tPzHWN8o{=`Q&I_u7&*I3258Cw6`{KTP z_jGEhfQWH_9p_^Iq}=Qm$|PEz)pAsE&zxcUP_SHuydfu;W*Op|hxA5VA`qT*FC{re z-Dr7Bf!raH6QXe*FFNsB>06p|T0ZNdJg|#B=*vHLLqH|GqYOWhL?tQd6Z_}?B~QOK zgykYcZIi%_>F#EY?GSGoU@?ol>|#cN6{jjNaNEsgNKTLf3mgBdrJ3A6MB-F(!tG;~ zKiyzEFYcctN^Vg+$T^3qc?zcEfp}?V(r=^A83lCT4TrF6v-(4-Kst^-;R)VUi!25pWc+0Vhi3h$;u+?>O?cY>bT9zRf z$4bty*z&cHYOk>5qC}1ZO3*A?*i|5FY;4bqe|a_ZY@EQ__Uc`-Z>?IpOnT)-iw1)?F5cV>R->83sl5wf zK!5oYm}E;Q*&MThc)=OF^!Lhj5yWUNLn>*EI)7R335?X+oQGsy4~< zzEPdzK@KTO=7Sj%sbj;awq^?j>*uxw_d;4be&0?W? zEZ3vB50U}pntB$Dh!r`I=rnv{9d@VSTCNAXv-_t{pEeK(6=V`k|3HYJ_|s;`2s-ah z3b^-$u~+=|P5z)lHK6Q;He#w$JIpWIBpReSFyPprtz`Nd)VN^W+j$ICLzijwIqW6w z(9Scc^le`aC4uFmM;n4P4ZM=wvWs;K@bK^q#kZi1j>#p)@u$yc&6(BjhWe7YgY!g_fiE;=q3{req8`{ zRllDJq5+8$qf595c%O_9?l#xL((sv0l1kc_7os4NPWAclp`!vUu`D`ITWOu6{HZ0mw+usS&*LeJvkc9N(e$w`HyQxJQd9cz39BcP4@QFJz z%dN7@iBP6LVokrLE}?ykS?biMFB1V8bq6_SFYnem>kd6@jtRXaI05n9Gl$|64&y)G zH~sq6afILNl?&Cd{%C75wYEDafExQcDc8bRJ4Mu|euavhEmDjXwNV>tZOSm-BNfI$2_MJG5MqGx|*c&4~6@0EAYKgS;slu9r#O1#xB#F0D5 z@$oD2>G-)~W*?@{Urzt)IC;|lm0Ab&sclY_R)t-*EwH4qEdI8TV}p(ozyN*Q+uoj~ z?0ZC2{A*P0DnzI?>F3KOvi(YklxtnC7!9i%_t#cqcU6qWB;^j77V(T7W=|^)%mo4$+Q5uW8Y}P`TcdtAE^mcl1Lo*^DSZG3c0H~Rq+eHiDT%# zpJm6ZZu@Sl&e?inObF5U62Fo;KA*$8yJDtEJB>1vFKlHk4z50%9h+_vwqVhIX?9P8 zYV&K=`-bh=P?U%%$vPD0vW70*QB%NwI8ZPtx) z%_iv(w*_V{-e+^x>HBD&Lvv=MqAF7*@%VMywTO1Qp;0Zn#xQhl_ww1tSwY<@Tq9-j=-1HfOKqTqn^}pMuIYOtISd`29iqQ5*E%KD*wToY0{y9^YV} zHNxEdRs-)@Uv5f=vr#ShFJ&)6tF+X1iy&gLc(%Z5ORbA$zaPsJ%@#!FIO?{L$!OQ` z2ru7^5iJ&!r7AJtdXKAEiFoix$_6hIac}D|sR)zIfGNbWyNO8bh*A~*tj3H98U0o6 zeB>{oGu}C6)!BCC)DtaI_fI}P3v}mI_x+g#wba^%rcZtxf6kcKJj6C>8bC#JORQde zhd+6NRIbotGxXe=PKixQ)g`^xl{9CjO+%=PN^q3Z{R5V*)QLMB<}uW#pp*4j|72RH z*kbEhqr$dWNA_D){xuH1Qtg=hC0&T|j9sH#(Op||;?>>y?R=e$fs19X$@3DpZPBKI zKdC+p6Bzj--sgkGHQ>U=*vDlzjjudW@O1Sk8KB3zNy$5pI-0WLt3UFdS=)I%l@Ph* z7kx?suHx^X1uswr%Gq4${L8g5=rku#zrFG|Q*gAx-hx@TjBs$NZfT1%qzo%_(6jH> z_GAn17|fw(vHfEd<7Ceg5lGgWJ%Bv!M}kM$8yyri!f+ z!WeEGnX~8&M=Z}2XZ*LgJIGNjj}t5bKGvHT?FOnG(Vs`xhTj}^U#Si*)!a35 zud;ZO5&pa&-`QIFqQMYD5F?E_mM7YxzFpMwKylR=HJsubeM5hLccUj~z5nXe3A)InCaMlx7XFsBAEmBJTqrhk7=@0iBX^{Roghr*MbENNj(|_ZSvkbbb6RWHL`W}Nzcua)n3Q5e_9kXe5$sIYe=4iXD()U zPvvhOpXShha!{GK=cd50qiH0A+B0b7j}eS5dtu-uJY~MI;3(^yUbq;atm-U8R3crF zS{Cd#roL8PV#ULQeJ+59BhcgW$q@C6moB9Q1zi+e zYvEK150nuaFqkHAcT!)bGny^*2oEDcZBlk6?B%YK#NQDfRIf|72u{WDMu&^MUL8tm zg{P|)#V?yfrsxa1-;OQ=?H(=HALfL*bYA5;Ck#*}jcB`W!6fO!13c-8 zYW1n_u~K7ZAvakxr%3M3XUGV91CVeV9iAvg9*mWlnQI>;KGRD|D8TG`ZgKYh8ZMs) z71KIr;ndz55wuKR$Y{9xsz3xpV~A@2+?03Qxp&m1PVojsQYg;*tMX%3tpXlYd~Mba z-ptt<I|1ZSrr~`eW;T`wfNa5$Dfr%FvRy#it#`!1|+L>MM zN=4Bzpz06Q*K&$Bn9|>AU0QfQ`##z>xeDX_@#2%sM-DZgKW%3HQ5LarlGr>x$T1e| zH(}NBA?8J?i;SHXN(k_d`=PO~ENVu>T7FSu*f4ZMekCINWfFuS>LR4N>ljw0{Uzl~ z-nuGtN_tTKFpsdsI66s;{QU4@bGzt#Up*&#=#T4!^XL;Em?n`y7iY{3EX1_}UO+loHl>LDgDd)c_nu@ zey!q9ju;BR0|X$z#~uq)^w|@kx?^V-R~2zQsG3wjE-?*oXf>(S-K{Ox_vVsJSkRg) z4n0QVq+fQGbHrm|emN+bGuc9I0I#1UA4pJi2jvfN!>Ahug;nvJA(*qn*?Ln+=3q+O zWrD9KKwkMSAxM})p#?uSXTPxDxq&|SQlm}14&^Qb0NMDT#C%3*PNvI~EqisC95xI# zjVYVxbxy!RnJ+Az6ObPgiXS{@b`A_GjU6a1?1eoHIV1}NSVlUat9IkbcrE z^*3azLeNUwxM%ex$ucA)?T&JMk#jio&Kj|_0=lD`Py|7}AObjQ_559 zBS}lyTWdOUDq%sfPnw}RF{Yywq;eRpAUB4Kcz`rx#{#O_uw1CI`*mfVo9UC`J>$;$ z5w%f~3;S8Na&P3djuFRBXfKeu0U_$JQH?!&|JSHNIuX!;n?_iq1&jCGOx4l7_2Dh= zy>012umH%*1KR(%aK*vbg9Gm)hSu`W?#f}olh?viN|lkN54hI_yVgLrg>jr3apix| zxDX&NY9X?*>qU^{lpHGlrei@+q3R$P7R%*94wwE=j5jiAqnO@~VvzuP-Pf(vb zfQy*|K?-lNUzXZ*$sEmz2+D5*WXf2BT%;_J{h{c<$H=b zbF_$u81k&`=c~EMLpnQmP~HT`z92{or zmZcCO#sPGJ;K5Lv>Ol?xir%@ZXrZje+`Exs1ScaXcFI5G6z85I193%BS!V##p62NW zD4xOfSeWg|?iN^Cmhv%pztA>1?5B3|LEsGUO4jQ-ht(JNU$oX62S|oo{Q9~x5EjeL z_t3+ADs#F9gM6E$TSibt^feRrzzNf!-pb4`+#8U{)35Kjq+v`@HK&ndnu`keG>K5l z)zZ4jBa$Kpf{NOg`y@}DPHf-_YORom;{W8LxZ&}qu*N~1;s&hN2`aHj2pw>{?$X!%Z2ok)%5yKeo>&a_ZA-=-N9#UB^?ojnSxH?3AIrOy=RP zr9P3n&wv|e-yr^dc#&k@t+wEcY-K*i%0lSWQWIj79~fEUKt&4)_4*;fX7^Ih%n`}v zr>gYJVK-G7&)mXTIGsGVU2Qgxqe8V6LR44c8?+10#S`@-l`$&umVCsU$2$R+zu&S+ zt|AzH!xE&zFOEV4iHNOWCs=?2@WO_W?QpZrSpryPx zXalPJp~ z&C?6#*l)gvT6NS!Zf5ebA+t#_EHUET9*buH$?E1s{z8jlSIK+mFR=Onl8o0Q{=U9F z&|XOgMS$ADTwidD59L#&(l_%1pYw^cSJrrfY5{rwig(quJdQHPLwy5ga>XGuJW=-! zl{-Ys_NYpi9cxXy0llWiMp+GwsEGSU3EAqUa}bE+n`0dk%?Aef?3XkqFIQnusN8{d zv-hLKl%$K~`qIM>wJ1yJHL0-J(RS=Ov<^s=)R`nOG#0qP??MhlW2v!jgQwiuf#aJ= z$-~I_1Ta(GVfS>`L2VBqAOEAhR}Ew@<|BgHGkEfs1YhA&*`a1}Hf>6SN$h7Z6X|NP z=Y40Q&8C}rxrwf*?af!%9CT7+!||>2v2J5PJ_CKdh3XgK$&1b@6W@F))wrOH zm2p>8B3hd0m>kM<>Y!YMjmB+zTroh)_wqfFbLY+}g_qxAV=FoTD!i-~iUn(yz67Xi z7Sm^p#DWyQ4OL@Y3#xkbav0aR#_zLg2Lhyba4pZHd~iKFs7#^>D>iiOT<-CjNFIw4 z^NKgKa+CRh42DMDV8jViPqhnY`s$a*Yms1zdut1k74(wlyiJ9A!8*h^K#ekxId-|P zq52NJ!^wmK1CVeUL91S= ztSUJDHh`y*;1d*oftqBlher5ITF#5b|E4B~{brRIaNflBRCjNVSf`Kj=I}Kusp8&h z_QkO4dYl$S%Mo?{;?3HxRTE!?tfsE_6>qwUdtgl7&Y4EjOFu|*>DQQz_>D;Y6&kE8kZ5?PeS-n2y(jD3`m&8deZH=vXP@$QF1{A zMABk+W8NT`orR^qEkrzv%W?I!2{o_v>+JcD#w{3iwe`5^oQ&iHJ&XQ|Y~kO0?xo@E zq%Ky=hsy)4*idr*t)i^rO|KfoAZ9)N-HJ;j+?m**AJ-Q*2BLr6_?h56uti`AtjY{c zCqoOCwhb=9$|q`S8>0FxD?ofx%Rc5(N1^;}ghw<+2E^VMN2}DK3X=wzf>tKV0krIT zXmKMIr9t@`eo8@l7J%sJTtb=~w)tb&B1#uJlrZq%@vf_#Wf;kj+v%%eSE@}59!Gxe z02UyApHsp)QgZqjQQBJwU@#Wx`+46zM>^Xuo7F;^qjpBKFH=$Wx1Aqx;LaJX z3D_VA72p`~m@VuF7>}MN=x%vaz9-N<+P>0Zf4l}Op0~S&%LTl0rhPBK5^U@xLCDOY zcd;Yh`Cxe~J}xd!;?k^~@Znye?NE*;zkd&Pf98O`VCQ9K8(YKs0gW1lB~|wb7JFlx zFUW*#Ou6yr?5*_MDK@i@7UtxphUx5}&Keq5m|k+PvJ|ff?c{@X_5ilAL5yRH(80E@ zrfrX6Z#jl>Z4EfI8<@lWcB*=pQOD^r!G_ybLDA7>$BIa)`b|9BBDf?GNj0d{nQd${ zGBT<)mbFm*U_^1-_{#9j-mo}eac?z}j7{3VBQ4y3Ek>O+)nLOhJ{;bQE;7-2AN$rl zu=<<8IYvpQYYI0G87Y#65+Ck;e^V3WSHw^%_VRd5{hiX`1dvKF0YPu2^O-&f&y7X$ z#)v)ERmp$lUrGca$2wsrbTRlVEUI#x%wMY7(xS0+uPyk&E9>S{G_@~?=LfVTs%EsM ze0a3-rUhaz+2bNeNf>Xw-@KSxC4G8m-M4Dz)0N`s*{^nF6C0@h+ZO9}l-e^On3hL4 zl$CY+=FOX`f*5ZayMC=eb497odK?cUKeuCD)_gvKbi@Z9oronjcr$b-I}7 z1*4wV{e41b%$G@)F$SBh8?T7Y3P_Q=>|Tckfv~VJV0#q1R+4@?wbHV15YqQ33n6>rJe%O>y4r=TQ zgo2x~paQEaqjonectWz`Qa}DiHw0tX{7{!Y66vJ}?~RNaXo}VF7xYS8I5C7DpkAEJ zcH{Nz1$tHiY3xAbu=QTh#uY74HfkT>c;2LjITQ_$n|>z$BpA!1y6wgvzxRnxBz9+L zfMayD9ZbjIJ4Q|g!MCsFfedRnbi-Nn8Sw24oI_fsnDrk_wS~v<(|IyHz}v{2XG4t^ z&e<|^Jd)T6RPy5d=946i9l~oUY<>3Bw43%Wj%5?OzufVW00+^Hi%}hGXT8P3&1h7r z+DgL3ktCO;doC6`Xd_z(rA;TJdE&#HDIAGj)kg9{zD>LhJVYI%A3*W_ob z2;4h#0wRyH7slT=_q-t@JgdT?jIV$YO@=e^-9dST-FqyA+VDYXu_Kbnxe@(%#*?ZF z2}Khp@ov3TYLo=fa)7@++z+oQRnRFfnh;l`AYdBCQot`EML~3Xk^lJBoHc|7RBL^1 za^5p$-S-e>pdLO%VpIC=mg-&ze^K=G=TNm}8g-pb%8UCWpOD?L93zc=b}qkj>1GiJ zs^&KY*$Yzd*Kiy5uypZLqY|u;cbvbCe7?IpaQ=}0jFFu2fDa8T^GQ-w9>g0RZbNqu z2tg2AqeOHD7$8gn_I_Lft^(vyN)UX<7N*n)8Nqq z`@fGsp|^bJE%{aUAmQqI*F|V@ zDvRr_2TVd(ZCAe;)6F~V3;IZymbXt&x+vTC*U5RM#(g6P zAKlIK&P;oDvoSIVKd8$xQ1oQu95NSXgHQCs3^@7%Pmw-0cUNEmuNW5{zu>>Kig`3-yi9UPxSCwme5zd$+1stgdb_s8W+R z;8kvg^1zl>`aTo`8c06*bbi;CO3xqmJBc-1u{FRaJ%>;7yF?rRYt;MJZ4L?XY;{&f zzCkRP2+D_qT-h5G#W~nz#?1m2uC3yEUm?9ccly9Li_t!&LEqXrj`5cmt>M}6SWv`GDtgz3uu8fO&D7?Q{c!^ET zv^A2J!{Ljc(CV}IJ=U{ns)f@tLpV%VGNoqH=n2|esYjVL>TKS@Oa(3pePI1FVckhk zn2AT3y>hQfi;m8*`?n(DSgU%;%tYZ6lg7?u^9FxvUO8>_?#EZUx+Z&Nr!Uw6bAfj=5Ybc00g3Gz2+a(;O+maz>L*PhZ&BHy8I>8`=0x|OrA;8PUj6xx0SkL zAp>AVR_`C2$kr&90JK}rY-&`NpLh>@A&={nRI7I0i^ieA9vE^#O2?=0mW=mxtj*^N zyQM6;djGyoz2=@`NlHzZ?>kE2MMd}bALw|(6q78NVzMzas>wua9|f`{6K4OM%or0h zGqcldabIu&r&zXHN$0Ob|4t7xR!^T(ho6EIinXCQhYRL-;$HYE`cJEG`kCaHi z1r2(NOr>C&3f%V-8}*Xxvk7bMto$YB`%ck(yQX)v%L~(4! z|0BgEFD|vUiIJiup}k!^u2<>zvFVu1QZ2`U?5A%U{4UOyh*sDsw*8KG^%m5#>n_ix zbC{3?@b*w26e|*^)#Cd+x3koEt|CQIE+0E4hk}? z%Lt|tUNOjgip(DZ_f%uVZ5{MVt!UIB{PQsz7p2&jubrMhrL_$ro9k1Cq)3T8=SuzF zETwkZqqmoKGY$H|breD%~mr$u!}V1bQ6G3*2zz2LFF2lneQmcpBEqwNIUO#eBCpziNW zRhx>dptA|pTHDJunGtlZokGpud_I91C+b=@sH!N!r{`T0eY1CuVPnMqZ`MtJKfXU7 z3U~`7A=dYjj_l60(k-1f?f>?@+-$@NE4bQ28kqwLd>hrDO6RSm0^L%qt3Sow=1i}2 zgWuJ3r90|D8zREn{eM}kg46i)$t-QP&?{mze1>1D5A3p*Dsfl<`4_rPH?vhgGl+7^ zsDyA3v1NqMbm9ds_MiF0rspLdS@r`Xv!B=`FaUE+`t^1}zVTEESb+RcoE7rTMOZ#f-&`0$~M7PHzZnVo&Vu{RX!l4!$LuF@{F z^3J?^+zFZMGbU=*PMx?N!-ct*?KGnw+kFD%zW+O~{rlY7t}<81&~km(;BI52meItM z{S&MLPFTs5i+TnuCgK~l+yrRO`CZ!X(%1+t8#=GO{cl#gJAK;OJKtTMx7hgIn$l#Q zmg+*+vC3M%9S!^uwo~@s)0FJJ2HI|V$5Qo~;|HBKT6wZf+moAV!{giR52uB}Us4IZ zQBma${MB@~L6YL)#hH={T>2U=3dSs854S~`XwWXI?xrDDW75$Fwiv3-D|zi4ISJSAR3BW`B2i!!Nbz{ZuOM8RpOE$h-*#4m z&K0|-bT4~wsZgpup==i)^hhg{=mi~OM2jyiefj=2i@t+6jPYcM_JcvtI=rX6{CF%-w(%)_esWy6F7t5v%z-ik`EsA3uLqIJ_om`y;>M*1dbOoQDx+ zq-ET-aTedE=2m0*-+ZV)SWY~C=1NAQKVRo=c-KKx&gai91&)oy!NJklobCKjSSk8_ zjp%rqD1Ni|p3OaasI@E(E#lFG7iI{aWZxtcl=%2|k(UHtF!{GnG0ZsCDEC&0JP#L* zo0M<6OyuULU=F%?rrRtMqHdaMx@FNAnU0JThm(PP1kby-zr-8cL3DpxUQT7Ea2Lkw z&~RG6OKA<$AvNMwXLdG9$lUl@ORntL=52w=E@Ur%)^)Jgbt+C$(_z%nY5Smx{Ao^` z=+>dSMb%nPagc2K&!6?X%V>*=R;=sPN<(&y%f?`FuYQR}` zT$=3e>~!qLUm4*tLGIVfF9o+I0+GR1-D+L6ezK|5xa@q5rgq&-Qg>>a`znHTuG#g| z?A5a_gkxtZF45-n`zZzrDqQON!J~=-g^w}*SF+{GZPb^}>1amfe$0$}m=iE}L9nM` zl2SVhSjaGdqrIeefGa#onmp}_TV-jChK)F{IbZciWWf0YoEY?lXAYghKBjbcA=h48vgqROB!bV-x^P)IB)UgJzoo*hYafB;(Kq_f=jgn z64o{f0or)m8QA15YyukNvP;b;6;u1Or03tGzP-7;x~x;1m0cp$JE7xEYix%98&~Z* z;wc?CFkp&*HAU&qmp}I_emqkc`fp+#G0=jVkkjk0O`jc94j+Xz6g9>H&KUhEHCQmN8m>rW?4&b%`xHxC`6 zOV8J6D-TBe`@4cXOEDfZE#3SN?}%d+PLPD79`NueBQjnYIrdn#Rh^|=yj45O zrZ+d>lW8ZwrH<9W*%najK@C!iXXH&FAh{Ajf^80&%>os`qwoYz zsj2PP*`Ssy?lMHvBpy4 z+aR-vhpd`7@9z7jy_IL=KQ`Z_lq_`qtjy4e@C0q#pj3~HG3f@if5T%n`dXHn@SI}< za(0F5Z0AbaIR-LAk?z?C$(a%D@!$7gr$+^5FHn4PRbry=zX7)6clHn~=03@19|aYM zZ_d|3X9@1CO75Rk(fEEAm8)7$;-4Ki% z84aI9RvWA`uGy_ka^nttto%2Q(3Y+!S?`Xp8m%|wD?(gXxJ6(vKlC{Ytjw&$L7<1xdsDa*!7l$hQ3Js(D3 z`8#I(lyhXEdPGY`(Qx(8pFd}YZQ6TkJcxP<^dtd#HxJE*zRy=U-#`UA4M=;6UaCYW z5gCn8TH}s*8{f%J0~vX7b3fQisD3oGJ(Pf82bv>U!P@RDSut1sntAb7S*Lo4`cgU9q1$S@~f-^WmYaOg0o0 zP zsj$XtO7~W6=h?MKkAusp?u~P0;#yE&+nX3cAEtW-y?&p-Rw|s4QtLlp5dNo9Lt2o2 z)WFu7;{tim)W*H<7DgzIsK`VkA~lCegAzgXXD5N>SH6>%v|Lj<50>}de@SC(ebe9K z3!%y8qPLnA&epmp;fE8c^QJ0lI9D4}P*$!VW>fdDFYB18UvS8PHnd0V=FN_yUTVKm zE0ynJ@XO5qTH>-grB!%HyM7?UC4{b>moZwa;6mpU?tLeAD^`^-9uMm(TI-{8m1Bwv z3dfsp*Xk9BP);}}TmA6)M4`ny|HgJwYI)L^@8U$?+_ZP(Cju>FA|?dEl%dFK(zXPQ z$!x^r*pJwTa^d=jv!|+MBPSGr=vvaI!yy!T?R;{IRCof&JGKqdalHOOiN1hBnU2f; z_A&ZhUO)BWGwWd`A*zO2E!OJm59$SHKBGr-WQ$Sjg6!_>gfDA}s}PA@q3tmu0ROc$ z?U{z$VuwCZ|}jQtZ}}3ughirG_sgB;*KyDkHR$M4`Y0CG*(tMf}-(OE7b0>duy`{?;C}hF!0qBCoX}Dw4ELGuKSmERBsbxGwI3 zKwU2pxxfqV%J`s@ew4RW#zG!6zXoMI{m=D&G$zNY^*N>JO`YCbRIb#kk%H7d>VR@6 zKa+}%BdgxJLjNFV&umix1aUpDqqre?O^HPx3`i*G5vmtfD?`mI^A51)w$ujV5fMSV zEQAyM*N;ET45T0i%WP7MwZg)0Y4f^+kMp>*(!pRm)@1>nV!X%TohfQ~b;9OiWOs6X zRw^~tsn@`k&{I0nCg(+AqD)r)un#^*UT5$*xIm9~CIZX!&K7fgXR%42tB|?Z!$_z@ z(W?{-PWw;=<_Awq!%SNImyS$~T8x8|uUXM<{?JKxSud+vxSao7Z8##XfLfUg--*i) z_wUm>gi+Dl{|0rO>YayTvqtx!bBjWV8fPCz_+Cza-iOuHEh{n#JSv=4-l}|*^@{&Z zPQHel1P8X65JBU^t6MhFjmUO6RNmxv>Fx@D;|%S?qvPHAPWk)FKYrU!)l3n=EY3!` zcp4!z!8_vo%13v;@o607QZ=_esLWjD&Q5goKtZj%M)vx7Di#4gee8P;AgfDkC7~wBaR&R~5eHHuw<-wZc%+5u3FQeZ2 zoYjg@I_R^Xt{z7!ETC3Ki+uOCl1kVg=k=U?mETL6O){f@0$B(wj~|`Z_U38B+9!PL z)9<-LBo8(j?o=(x!QFS~L^v++`rp(fk3R5!RbYgQB66PEJ|8~yb);v)&D8xXS^Kq1sbO;e^AVHV zp;gu&ee7_n@ZC(14!M_C8gUzEeR%hTD}=SbS~2I(tHDdC7uiz{F)2i}=*0S7Rm(bN ziG4GHY!ZhfO30&zd7Ny62@ZBmmaY@4!3GDs0acT3<8Hsu9}fd}ZZR=2(f=c_ZAlip zjsjI#tkX=qcaim^#Jt;^H$}*R>k)tmN<4eEyz`IRcH7?#6r!z(p!I@7LsOxloDSmT zgU~9jKG-!u9Bj1x=*sNBj-J@K)&ULPB8s9I^uZ3&mS=n(l?JtLgd!gy)0REKUvBZhp0-I z!!DzhDYO(KF&@93e5?e6LfmzB2BNH{N$c4U41Tvxt4Y$huK)J={J9%OCb-zqqLxcT z65Et=r$=-1hZE-8l$zdIxX3YWD?Qez^g1ktO*4evmXbWMjfW6`e*3;5R(z4YEWX~F zA5ERQt||`><>7O3cOHvTjb3?mRa4U}wNi7lU}iQprN@uoAyWh(fcAuXN${JE!yc6! zdfOAA50}xntb4I5VM9ngEh+5*g6q*xf1)h+uIWeR15??$Z`?3;`r^05b9Q&UoG z6NGB|$BJNA@Z zJqIxeGXsT+-9S+zLplx)@D?W91q1AQUaVM%@#p&U6V-PBEz&VJ%OzMrbb@Rc_s^mn z>q0#c64F9)0E&)?BYH8_4^t=86QooM$u6LILH1w_HSf5AsN=&+h}7LTEbOwTRUJjI zQXoKYY8d{R`%yCu#^aq&QMz#E1J=TN>-Xtg?9zy7!$SMdov)v3%^tXaaYEKg>|MR> zqu@?PdwuWUAA59EaCP@jZjaG7Lx~vvqrHeCL~Ief{;R?CFOfg|54t!aNf;Qxl2+C7 z9&IAg4h|{!;-$_kcyBNOAs>EWZUlh@q)F%rOg{Ix0PaOfu~Nh0b`D2%?wu@TeUQ+? z$$2(`OI|xV@N5#|;@lH2PQNxexXIM5!iL5xA=Rice&i}@R3#*WHXClB`vAv#;`Uo4 z^8a6nHvW$<`5LH2!e_e|22D&G)ke1Ws<7FtXuz4c+Z<_&*Q83Ut`$#xV{aiH}5uqxYiN+=t>^Bes4;;5Jj z(Zgd$Pv}v~4fejlF=1w5f5p)$Qn1ldG8^KqsBW^Ovwrb(wlGDF+IEt8naNPRL6APk-z*!#|U zR2PU_QbCZH|E2Ri((~N=BFOE$Q2;KH`S!A^E2@Usj$tycZmW19*_5J=s zqgHt?10A-;))jHrvsWu=QK3OWGk_xRfpMTCei-l$P9RCn^=76+ExLiY{T~2YR1|P5 zVL?3}?2d(=;ashvilG@Y%JE2ee6PN)4w;?$;$JG~`zsA}yfqZXrUP>9RqFxA&s=_yIUTvs)iVGtI-+L|mLIxFjYFmpi-y8t z!sn45TK2|v`9~5ll*Y&D!?Mtm_t44&59yEBKm;G7l&hsVe__M!ZURd%`V$Oc|=2A}S~nTez;4LAbvH zw5Z6>t(*pJSsN#Fzy0wkfSHVL+}1WWnRnEk1h~0N>eoiW6e|`8M!v*nWaf0j(3AC6 z9;}LorF2W>-?^~y?$^(b;;a)VYM>UiqvcJi+_2uJ1j0U!Ho?|nVq!|{=HN%R21PZx zhNqk6KVc!1Wi|VC&n(jL^-DUAOD$hBEwO7^twj_ysRYX~x1>Y)a!oVQ#-p7+vd(^%kPJMO(s~_GU8j*w9cSNtW09}OJQ&U zaaFMlb{@x4<53wwoM|)N24k)(l(N;55zTy%Z?Co$U}AcTsDu|oA%u(lW4Q=CF7Z8JL;7NA^(cG#l^N;{>2R9{#P%0BU}S8$crVqiHbQ=2aU?n&|xv zClF8HfWeij;jz-V+>?d?9ZY~9N3!>zx?ypwMPJAQG`E_)UPP8vgL-OVOkh};q2M88 zX|h&U`7r4|sq4A!Ik0;!I(?t9##c#oFD9otPEJQg(Huq<9x`;J=+9nUlIZEK{>T-g z%bP=g+P#&pidM122L zJ_zi8)AQm+#MiTqUEM8EX8Ya3P|>H7(;=z-4TUP{#-d@2#l!ulMf5)jU;c%i-_ghv zYr3(gucrs?MRCx7EG6u3Vyjr-h_?K3QYqIweRFYWKD%^O4z{LJmP-6T+TxE~ch?8z zscK0CbAE_SnydW9850*LWSyDJ(p0r6TaZFL5ICzcR6mT?`r1RS5eR9uORj(TWUxf2 z3gHWTe)P_FSfTEP6b1&y-}Sh1*8@T|Y`G}u!**`N(3HK^60^>Xr{++AT|ygU?7%cH z3o6Tgl}nY1n;m}u=HEE`E|*y3Xg+5ytWRQ2W$}+1b#+{!fz3=C9u{X&iO<95j5$yA zDSpx3U+a=H?%`AkD+yFS24|&JywO#fMcM`^7PX=Ew$r^On9h{_S7w$u0edd3f+moI zoU*q%hq%fZpowh1uzC*o@lKkNsfuZUTT`GK)ZetKp8AwE&g%Z@8k)p(2y-a))pxVX z%XoBZLnxE{XvW-jM`t8^LKVTbrnpuPCexihwD{H6sTkMCV6M2c*VJf~gx$RR+DPf& z9CcCSp8FJX6g#)QQ3FAJq=&w(&|C1{=YtV+Vu~A^p!odah!zm5hF`Bj2Bj>2vOL^V zfpdff_30>~MA>rNI8ZWIdL0yJLWn`a0qO3k zPapaX!hZxU!d0SB-#sA}bEjY1nibvCggc7_Emvz5HL|j`E7f(&TEuKz<&ZK4sv3|G z)3=y^uU6D=SAd%XbN&w1|ET0}`+Y&kovgB#;vd;Fh-&CGZZ@e^r`5lLXlHRF|3^`@ zkKx(U_G!wL)FtH&cvmHJ%cON#X|#XOwt(d4XA3qE)Nk z3f_&EEmV@C&YqYy2bxmhO14-s|gKGA1y4yq7W!Z2D}cBzw9sG=tp=l(VbC6P-{tH*f_5>0uiTUjQPF;L2opTi1TFemQk7Iv}IgT-1Ggg1i?Q50Bk=XVDVLBZEM2H)twg?u(U`6(0bVZQ(RC!IW2?A$y3r zTGJw&vh#vVIlNU-tcyR-6>rB%&n@#F4_?3Uo!rs?=C zo@GSpNe_Ku>agFXBZ9SU>c@wZF)e?qoHkbNxn#W$=V3sEYVPF0-Nc75FSTiApVV(` zD@5J=HzMAIpR%aYXaSmH@Bs{ypHEBllLN80JxytaS{FNRi_yx#l6$xY{ml7ew=UdL zq;1rFVoje1n0ra^*!gTvs8?22dOyTiRPQ{2w-vBihU=05UWH%*oI6avKFwa)QO=@Q z{Xiz1qiz@F2GtHOr**^mCQib@ojgHgo-qt2SNE8M+)+7qE&SofKK|_@(9|j&v5WNM zow^JR^xstarAA$hf_uxgyP!I-K9`xRMoowfxuc$S?kbX4YB^2@@AEZSHPEDjW z+qYX)FsKLMA6`|$AWqrqT(N^5g-ERDE$-v#=w-4CSrCoJ_6XU5=-50k6bhY|=YM=& zxQD}$upv-$iajmM@5g#U2a>)FngH|Hd)H^XvJcnL`}5idIgFK`#SICN`7wxIS^1mU zSNrl2V|{m(!*W5pz(lAS0;*}8@hdvE>g`wa*Xuu=V*u$=qQR#4HsM1TO`BG(-n!Fk zdIKPq`Igps;hqT^Zl_z$HREPtL5M56ZiZ@zB=X+%f4lR_bn0X^=t=Tz_Ukqu#0CZg zWNkTlJwF}`JXL8J0P^-YX~Agdxj~roo_&sb>eV{blC-(0QUQk4`^C`aT=P0{B(wL? z^AOl8D=Lj!Jxk3g6aVVUgNEt=3;J(iyyM3ONxqLm&Ak)4Gg+f=cNy<;+O&bzxS8g! z$ChE727VyF#$`G7kjDDgwcdMy{T-DdBwG4yxsIgsgLw6(8(g8!@3jMbuxJLt@I<;RriB+fjEzS`9E!_i12ujgo)Dl`GazESpP- zG?&9xy9z34JB$|SHD?V$!*UM7uu`x5NMd{arA=fqCW6(b%6~tmXcK)i61v=IVeS2mL)l*Mq5ri9b<7FfpWj6=9<`m3t8lrc3?-_ zgu`9!xN{nfUs_D;I>nh5`{a};gadg@`{R(Fhm!?QW9Qj#1eO@L{j5W*Np4jy)qswt zCg+LaVfN?-3#ZLlx#&#bW*SG ztWE7hdbLyGlXeVNqRV!Oe&~J4>(Kpm))OQlkwPEtmvS++oN>*ONzq@cYr1j&DvxwQw^X}{XAU+BWMJ{pD`Lefp;25-6B%t3VxxAQQ5)V=D`_ncAKW`fuut{ixwNpwB z7~q+yBXmqnu*zEkk}KsIxp=E=-G?TDu!;!slQIm^p886=;@KH=4P#;?Xe z=%w@}xwYhhtkY&rr&>a92FhOcXk1?kuj!u9yeoQDI``46QpAnAh1BHa9tXBHNK_B^ z8g^GrJ#_-58qb8gj=!hO(&^D34ZjlNU8AsjV4{U_UMfq?nr=T6ct1DZQLy!p%k%Ay zxgMK-*x`2qqT}7OWucmO;asoF?|THy3UbQ_v^c;2Zeaa#zAM!~`1{Zq9iFZ;t%u7< zjC}{Ku&Z@&xHy6~lty1|SlKfDd7mxch{4?0%*;*yb?2GGFV}_tkO!fI{$FcX8r5Wy zMI$IKcv?klB`hlA8ZgW-EVc*%5kxc~LIM~zheaVQB3p})pwNs;vuF#bD5zivkQfd@ zVit%SAdxk)hFvjXNdhep(S|TDj(_Lh)bH<9ol{>`z4z|B@7=sDyP0X^U0+Y^S9;UE znlVQ*78-zHmuO^u z>|XV>K4a@Lb9kaf(n^w&{Ui!6QDk|uTlRzH{;3tpV;a4s6qg5+a@Qgo8B+4*^m`4r zS?v;5E9Xs^^x?*XPsA3T4#tdEsnG+<64QghYFdNZD<>$8_qNt>i_~$m)Zb6{<}aNX zESkU6K9`2%Z$E*R#eQy9KoxtoP~lU3zQcb>uW_uir^CX-o10aCFWDhC-YF_5CAs|J z!xtf~_a_de<8e54_|1l-u*Ew9GmneR3!|@s7<&#qGC7^8nNe#zpEBV85)%yZe7u?dIP7Jmudc0+u%tBx8N=IO3C zaZr}I+@t8OQ&kJH+9uWRaIP46N6(DdeL-e5DJhh=y{?6^zFb_ySA~o~3=fZW|JTGo z1&4E}ui~1YEkZhb<=eMgT?2n`>dWc$Phrfqvg$Zc<&xF?iZk8MVN_IPpxuj&RyhEn zrpq4ej_vV_SYngPmJA5$B6G5i-=Lwfl-+oDvbT_3WVCZ&wP zDzr~bq?jyNobG3}MZC_-`}tjKYkXs%x#j!cPOP+dEa(w@7xYdsbKGpKa_Vh&{5M)d zsHxO&U~K#${gYz*BVJqi!~Nf}Q3d$Ixbj0iXw8p&*8iBIq|%>H>SM=9q@riUCO^Pv zlT3=~bozll=>BHgZcSDW7+5FHd1C$v?M!to!tbbbH-G@*V0hDjfI%RHcK9k!SniIw zg@uTMEl^ImVS?wKpnHnK1IWA{IG}RB**GK#-w7?)Q7Q(~g9TUS04hcB}+9=%c7+$Gs zkqAfwJ{lY<^(|EA4cmh*En@j6Us&7eENsU!fxwx-3~AZk#!s9VSc5%Hgrs>MD7AH{ zGVv-F*WzLlfqn5w^0IP}w775mc|~PJzI!sDa(*te=MNGrlh_FDsLY=g(L2c!%>h*~E_L z=%&(WGY}^Dgd~7Vi4LT#XOvPX4d8>x46^lp5kjo?`0hv8j$T6`1DBl|$GSq6Y`cW38Vo_}p(*BJsK;`3M&IyGtR?alFN zcI?D0O_HXj=HQfB#2?Ny2&AV3k6@07d=vlpmu3irs)+$i{=U~I_%iN;)Vng^iqZA% zg;9~{OaX>WitU5wiN@iGtnrjycTZ1=92Z6xhGtrIV|~lF1ep+Onh#(=Fw;bt0CB#4 z*lh&tLf9!4EFIrgG4>VcY>|mij=mfF^e(?c5;^dERL%-09&WO8?jt<_xA(mP0%5)ep0N+1Y|N>dOJkRnxj@703z z4hawfsPqs(T7VF^YxDm1{Qnu_8+Y7u97E0CS$prbSDEvf&wOUyJknBTJi&1S27@uG zsyxtv!Dw1wFzS8=dT_?l`$7fyPYR)AgwS=fM|eN+u!CtnK|FJDL%29v^LW{Lcsjbd ziVEGiBXmcA=P3g5%u`BO82-On2)TJU2z!jv?0~x*f2LyW34@(G1O26PNF4;vs^U|9 zps4r!(=z^;zpfpr6PMu~zQ$Zh2|Hl)ZYow{bE>7=>%lAW>VkaB@)Qc?|XTpS=tOE51 z(-ecd<@RUeEpKh@d=F(#Y9rX~uFuN(ald{0*0%ElpNP}&&Bdwa=CKruV}F`H$pOczp-uG=HE=xOA&f{C7 zwsH3mmzP~qD;_)0U%Kn^(dUrJd+l0{%=u&~WM20tNnNky(aR(GhVeF0vIY+$FY#>= zu;&7oyJY>gpI4;PTpk^#!A|Tl`TovH4G`%YDKwQ>94)0&b_we5Zqs&47W4Jv<;a&yn;3ov8wOVDwjv?CrC~Tqlg~!pE!6y%#Y$@L;!XBH-7{a~dq+dE~hyHx2p> zu#gn%rNvEieK!}LP>+?#ansPBdM9XFr4qp*J|lm)8--Yz7~4Oroll9$QjbsMVnGrx zjO`?zv)iKIaE6vB-jnPC@4#|7hF_ziWhQL=C00*$Cb>27VJ-aNX-OdrU(Z|dd|Mnf z;HO#ctV0rPzrSJ}tZ>xb2+b=gc{JCPH1AoLueqz@midCqme2UDj@&vfZ#yk$V`{vM(D`r7a$&A9GA zp>#W@H+T0hPTbXCucr7mmHO0!7zi~$2eFWk)bQt;?&)J zqhd;;bJ6>ZD7o=pKG88TvtYYR*!+qYFt(mN$*98rr+&3bG&L;ZqJ)~7+FQiZaK|Nq zrH(J_HRFBTn|^z{^QlSL#Q1oJpTET&2OqpTb>RxW-rL*AFtzQ#^9x~d{!!|Ec^eK} z!u%uANq2YmSfRT)Q^zR#gw^1H6@)a3yd5jrd++-%>7~vC3c1JO0jY9}b9gnZ$#PHD zd!@;BVCpiltSAas>zU*8DW#!*>KcVf+H>+;)4rBLB^>Mx1iAik>}neSUiAa{`aQX& z`EQoZ!m+yojwGD>pPvbojHx$ea{Nnmgd)-V+*CIE`zVQANi;M^>gTpK?k(l>0((08B6Cw6BO{~exH$WRGzSL<=>pQQ zu6Du}utJ;;p~R8adjb8H{@!g-@kvd;*2daSJl#r z^yyx~*Q?w2BKn-MJ4JV5T?dH_^tyCuLzn#HTz@0@E@GS=rff6G*K2T+0lFG$ky#(JcxmSw8>u za&G!TFj(b*6Acehj5kuAr^Am7Y=-vUVos_nmxO)y`OsM(AD=lS!9ihFe(s}9=c((f zz=)inxr~q6ODyzSnr|PU^4$fN15S`yWkofax;2jY8*Da?1WVh0=g1(PjXz3wVB?DZdgqy`WFu-yC z;K6g{Yu%!KAJHm-G@r%-n=5;Sn|9L2n00fs1SP@Ff|F!P6P~jxCoTPNG>+WWZn~J_ ze+>VG7^*H*`=c0`DT=_>3LfY6txRB#Ye~xYpYOYWV^Mt#e^CY9ZfPsb1WAOY(^?T( ztyvUvT!<1ez}nCh&?f-y8PyfjjV@+^(cBIyMzT0+2V0m=*0|f?%Dx64OS0>AcrC7* z-xVc)@H}+ZZ+rQULtU3OU2voCmWNSM6yz&vSHbXm?;0_3Yz4^Hl)f6SWrDR&q~J;Ug3%#pOE*MX+NVaLtZYgDtOZ<={Yyb^l5Y2f_ZZD zM-b)fJ9|E4@>sb;Jtu>4@%P;aDn8@~!3GY0+M=opbuH#f1PmS?6qNUR_#BF3&Hfk| zESGf&i4qnMNI%k*!n)-~+9rWV&04W6wSFmBzw8Jrn9?*qNIl%o=_X1CzFH>LT8Q;~ zZsWbD#;DihEqptO+g~`Py*}Wiv%p4~D@{dh8|Q|9LQ<=0i`)x56a>KR*4AFZHb8)q zbD1fkvIA)(g6|%Awsxn72C8bGkyFBx2S>+TkOf&0$0UD_2 zI%TInS)Lcb&A%ZhY+g6KP4<|LHLRPk01&a((z3jGN;ItLhHvvheC-49NU4c)1f3K$t#_w19!P6YgkkdSeT z5pVp+FNGOPR8woaH$GIlv*-8OrU-ed2rR&q$gWD#xN~uWa;8ALk$YND`k`GjTfCU=>Z2jNoi~wg(g>URdD_dahl10V5eFxKdpRgF*a2t z{PYRF%2NBV-RUxiAytXe$<`y|Xmy|Yqxct0m_cvl2}?(+i+-4|KUbR%U6bP4(}U{R z5YpTq7CZ!*tl36yhHaU|30tl_PFn{9jdLXs+?ALWDp=y!Ch7+P_|-YKFk3m4K(D$| z6cZcEo6;Zb2T$7g8jdt&_9~#cLV&d&1PK1HW@FxXStjS;tMeIze6hYgEB$@BZ0#S~ zq!w)oSA_`W=}Oa`<(FoLON$-W@{K*nNn+pTk zYf(+rnAKqRK3$WvzLYJ=p)J{5FF2iiT}0Wf5rSV%s%6$o^8QxxrU8z63;&4Yym2Z& zW7$51tdr0e&2Ck8pj9I^<|H_D1<`v$Hg7#ee~WCCKpNXaL1w^=JzTGDYV$`lWv}TV z$?DL!R4WbE^nmRtEc;fOJ-=bG1)SQ{dFh1nfhGA=2|e7m#fq-cgmLi1t1ae6gZC9V zf!&+v#)90K<;4rn{Y;dM`y!p~v}GAeQ{(l^<@Q32`j(~pD)aPJ3VDWo1uh(?DbQq3i;!RR%NS9M1(pdpt&91ZQ2k-cH#U}Wb5p$jyVUJr)MG9}0Hx^p zw>_6iSA1PJa#x%rKc(tcDfnoL zkzA0y(X`eEkc+&!T7JHEf=KJ;@&LsNZYtkrVmD^eX8ga*jcK#+tbP`zIce`=`O|?b zqWC2FgX^P#2DkR$bPa&QKog^4=vy${LX?aGbJUhb8Rct%eb%N%k(TG@1Or)97ukn7 zF3;rh3-G;SJ0qga<5|XsEzZ+9foWSj7R&|+-xIS-r)szmPv?wiCQEJF#$Tuq3ijLI zUsb1z8z1SGdhWimV!*C_uwY_dS(vNUX`M{OC@6^r^%4v}D4lxM7s9n{bnLc)1X8wt zsLC1Z)>vRv`i)lBSHa%yoW1HjYX$@AEi{mWMND|cyc-5ZK8rL!?r*6 z|1B?WSbw{?SNvyV^V<7J)G&=cN`7m4M4vRWK5iSBO1V@v>jMIc9+I+O>_Q2(;ne%G zpS4Tgrq#v<>=gogb%;X?#+toehiN}XsQs}kV=vpTCQMsKCs>W0+ zy4tdKT16&QCHma|%zIarB~AMG<*lO%PI(7dE+2YHR$~nVS(oMcXCr3m8(zZBE991! z?{uGUEIHWu!|bWBvVTdfUdS}C-;Az#Ho~S{*dPlx1YZn#L*HVsZP@qD`7w`! zc^#sZ@_57rU2h(Nw@ZGHE#KYSi;`Zs7f&$0L2t&^b)0TovnYVFH>c6W)m^jHnO#j} z_8JBZkdf=J@<;Ylt(MGs=E>**N~OzKnGT_zJO&_gtR#zsDzS!hU!KBi6{eJ zHQ9U5M$EPA=?GNHN(I3X#!Ku@irmsEdcmBJ8i$+K*E#YUxDB=7@_LO8$XjU(fT=8D z6FZ@gAr}`bF*}K~er~lA*jCama8a`G3O{lCm=PK=Tqiv#h=oZ;Z zzPEoe{DP)?}nOeQx}i2MxXy`$Y2M(>C5 zHq|b3`e}5s&assQoZar0tmi!0=mKWyitHN$%$o{`i`kaIb6}SV&BrkgO7haZ_Y+~3 zfRKB%#GK^SJovXcQL^$aZghyoPjLA2u|t3=CAu~bdzG}sSVmU9ax6HxpCQxm6Xo(^ zZSV<^-xIU{X*+4@N36^~8BY;Y%?cPz&(O5W3sgZmohW2jT53_L_gSpDO%Sh9Z&NlN zl0X5{&_3}b**(gaCo>4`MHy5uw)Fc_#$>-~_2^{Yg2Rskn3DX}L_2JFke6n$3(Q6H zf;fC!EGqx=9uB}7w<5rFvwX?XTaKdPJf}*kwJx=En zLfZIe-x=r9Ms{sK1juhmr%m~c)OtF^M`2xtLD03bWEP zS2%T^XloZ3D;DvOGx66K-Dnqsc^B0bu10O>>C|a&ZR8T1#C>HG=FD!Y$Ok404v*6$ z+HJ=xRQH%pDH0^^lbSJ4AjhLGr(UF0<)kQ(9Nj%4<~Qlvm$wHtGv`Hoy3$D;p{#hl zfQXqUfp9|Nuz4=g*(|bct96Q&A10KabAB2rm+E+4p?zmMn7P|_6Epkbq|i-I{4uWQ zEl=$W(6RyDtxu$(DnE}b3Hvh z5&xZMIA2FcM_v%N`l|wv@6rV^gCaIR!*!w>_t(43U9povG{;=}HoAnHYs?&eeS2Aj z1l%#fBN+tXeG|pS)glJP7Q~XNwkU2(r({49jz5t<%g$csUoO%=&JPs4nAu8jnhzegz-EeL$-IeAmce#>X3{ys3k!2Syh#plM|0voy1q*OtKH< z5etu0?Ya|0bFT66b!?mMB@Fh(1q5y$`byuqGca)gDB_99K8y!NOUz}oWTxg%B>&=I zR+uBiwor%-eSTX@c11QeHa&j;Ut|IpC%5{;F^5#-u5YJPR6zA|b7)VJgz(}(hO#Ok zvU(0#&zw=yl3KjxS?@O0l$GM$6(`6`#8rFmpa!tRzxCB_kCEl76DLA>+M&g zKDgkjdJ17X03aZr?}PbX#z>RELF_3`so`HdKk60~$H9$^*8vOTa|y;z$tXHT*$#?g zi&>pNRn|yd9q~thc8}oZKpxHW08Eit4UC4tmupNkuy8zNA!~n87Acxf; zsHbx*Z=1Y7pBgCS19%hlB}^e<&4^KC3V;K(#??K}fnYcCd{|_pkR)I~db~-2hh)oI zMRhMPuMQB+!UMEFS;o-wf{uFZ)-*K8Y~bPeI%IC!;x>r(jUjp>5k*{G%`6@_81Vj{ zyqZ?O(nzw{7zLrnlv}f~K1IM7@bwF8V?shgMQh@Eb4N3Ct2v0{M~dG{?c5JE#cQj+ z@J9Jo`E(RX1Ml9(Y2OGqx!8IzCy)1{NE@B7e`3Afl+~Sa!seIFaSX3CZri-Bkhb#xvXLAFm2*G&!Zz_E~aBXjY28 z>z2rGClg-cTp<}ha;ax!(6vU2NpnirP-y^hi^bVLnO%_InaKzx3xG?3x$zKI&w%?}(Stn|^DQb_3tL%@B+`zUu4{&h4P3tQr z*EYEOtu(BTvlng_6>H}_E^SI0uQZ7#92WjfC|V%&lN9Aw_vD@;&AsQXFlvK!sg)5@ zD>{J}%^E|4cC>uU;VS_Won)pu_2&Bq@lKTeI0?>=)d7|bTgHP(gt>mTtGVf{w|6Z$ zMSqUGK%7!AR}QmYl*3E`YJ1{BFrkp7ad<#Db!yLNU^PO&<;{5{!BS*=$`-k_*G>jrr8xzInOy<@ zGDz5hG%8x%MCB=_zLj82UO7v3+rRfjfPS%ie)m?vMN>6By|aGY;2ZQ*KOF~^ zJ1)o6mT*A5EeEx3z6^V)uwS}ZA|vnTkU*MeW0y9A9-yE<0NQR4_AVJ$@@sSCv~@^y zm1mg_ISt;HwRosuCTzM~_Wf`%>2eOId9pW@iC2hafn7~2^7qcT)~4L`dEZ(x&-KM6 zbNPjl^c{vK$0SggT4q616=Z}w|KP5(VU5vE3sr-hC$ zzk;2=ygK4jKTF*8qsBvzg(*f}FgW< zs9A`RNXyy<%VW(iTY0m2;%38m$*4M6=$p?G;HHjqoxvVUC-XVuP$W_iy7CzKLSYRs z?@)^ew9sM(Cm!&?9*&Osl-&NW?)~`xvxNR#cmFY`5AF#qvj2+~zgQ)ATdBs%Lr+qd zn?rs38U;HqSGu8~sIa|UVK+uK2CZ52v@$Hby8xYJ;hq!t*p6g3p^`L+(Xcuq1*_EaeIPUH)5G~mDrO1Np#brSD zzn4NTsoc9D?+~wX@)6zBd4&cO8O}@4vuJ%_G5{_o0Kz?i#O=3Sx(=9KWzbyjm#1UP z;w6~#8W|*;>&==0n3Fq>mfxACxghOTaQ5szPJE}djVlHqLp>-j{p-s47nWNcmSkJo z>ck*dXc3`#&U~OMnFR^kSdha~b9XPjbnjVg}r&kUqG);EW=yMUBKO;(F$ z0?<8U2gOlQkwVFg4GZaE8rLxvAT2-Pgabj$EXZ%fbP3gWSCq;G?*9#)2t1@@b3)mB zOrdF4G_Sht_VSnq4qly*CM_yDR7m_LYblJ=KALqN1obrFn{)K6p07#12Sla z=V8t3o&48#MyyDk{KXZ5fxq9}n2C^>e0QAn`bUl14LOQi_q=XE!+Y$qgo+3+uM!tX z__0oN$@v>if?n$oW@cwQKJe*kR3Y~^7YCaI1K&hNF{}7_dU|SNqyz;uA4YJ@KAQr3 zyvIC;`M()s7<(q#^4WPY82IdALD z&dl5sI0RYSS%BZ~el1qQs;a4pB-n(pH!lrjgo-&0w`-_x{)v+B1amwK=xOmkVU>?! z?SPldeiyrO-U>=m=2|q?eMbS^OC9m=?(XhfT|u{pwRL)7K0-;XUN&I=xu+jM<7|<# z+tn}9qZK5MOwTuA7^bMFQ?6fsTd}C99I>dgIFcXVoh*%I4`I4^SL0{+1)HB!CSn=B zZJgfiK=)zy!bGsb4$7#_0zm9F7722HCBtPGWm^uq(m#zHZJKtPz+tsFND}!X{h-B%W;uyAXZtv~i>mw*YabLPwe;mg>i62P3i}9T z;#J1ymCg9@qiCsET(`dZzolc~9q(%|u~AfsOZk zcY;lwmEkZ~nEl5}j!Lci%mfFhUR{&lm8js#Jx+Jl zJ7NW?$B(@9SKga6Rw1r1mql?`eT8bv8@vYD7Lzh*aOf>r%>F52VE^Yn0-ZxUSHJ|F za)6wWucLbqz8v8KotO>*F7)(5%GSSF@!nP728X|}k5d1+cI2XuPJ9{~YwR3t`iCCU z?4d;=@3vv`7u@4P3v`c904WKaKBNX8pFIS=_ra0LZMi^o`?xUegQ9N8) zfEiV9es`sZq+Soch0$tR&F4{3-(wt9K1u4_k*x0_njbr9H!&9RTpqgm_Cxyfr%ma` zPXvsl3x=Y`xuA=Jl>Zx6FkBFHY9%8$t`#y-Fv7;`eGs4ESyN zPN9opp7gDY=~{`+ZBP8F=K1;Vuw@#qbjQ{@U!s}O#btJy(=4eW^z?YEAt2hq-446@ zl<{ejQ&FmH{^zzRWGrm^8o&RqA6p`BJ&K;>XNsj7yQt!Zzv>3L(}q1e^JxD{G2EZK z&;YFoi?lGPMV%@XmNm_6Po@y`m;Sa2S(|I0Fo)wUdAtKFH7%OcO3ijBvrk|H=R%V` zd_$K~?y`bQ(cJH;9{w1O(Vh8gGjTis8r2YbF!T}OXWN(z4{$a5HNa(QXD|M#OZP~{@I@Pbyc~K` z?OJu3k;S28mzU*G;$Iz6$%h8Z?He}gM^8IZr|{k3;U&|I!6@Rym&C5w$B!S2)S!@( z`MP!C_lmMFO)XDtJwz7s!9~uP%egKLIL5l3gnGUPpk8Y2ddRqlyKRh`?A@a9Qzhl0 zukPN)9xr`7Sky$AHnhw9sh`IQ8pFOFGf(@a+vCK$v$<=Nkzu?2(V*(^T>KquaqlmJ z^D&RGYvOl)&f}mSJ(9FVpEhVROXMtpGoz63mMSQ$O0)hSYdg)u!@jKHxod`+yqx60 zR8$2Ddt^BQh;FGY^t1i+jFdex^Yt=gCW?}&CXel!mx${g|GPeOLHVr>^bGXND@F`o zqJ-Rp7FF+v1b)BlX!x=PJDB;fq2W$?E^Q}IQTtH*_f;pg z^l!hS658 z&hyYMph(bLDvje1cY5AfNJmEpsSu=Smrbi&-oHF~t`h(+A>cDU0nwok>d3&LZ!@3; zb+a|z1N!a=4a+=#1aQp_z(^$@DP82uw|}r|*Z403ia*P)D~_ql+6Ir~wG7zJlGz@$ zSzoDNO(e!EV+W?ILDIzoT&D_x1iOxC-t`t5=5`>O5G$t}@`j_!ANmJeG2E644|8S#Kvy^~oQau?rYYua^Qr>RjpeId9PxpnSU? zW(L$&zv{UC*Me#T<`Nt-y;mo*leU2%X!dg`mq^!?->Phsh3JbZ5+ z*IG0@FYO`&O|N^*ot3HPW-};LK&YrLv}~RgUNW*I!{gZsOoFOBFPaZHe)t*1?baoL zE$9%FhF*5MsDud(;LwT)IS-#q6m3Z4TNy3Q$er`YntLA!;aFhKyo+VonuF70#ugSS zL@y7Ivf3(<>fVA`K0ZFSrWDYljqdt36lZ(^7ub)T}zYxoqRd> zXnW)C*!*l?7|7s^TNG25VvH7NjA;anbNte)!j~mx#*My}j#2jM{E(tfC`AJs(vq~> zN0ndJLV+V8J=`{yXCVacsXS>wtN({U(lJ}h{Q;Dx~1*B%* zYYl8dLVYj;S*kJDtH>4iupo1wfwm|#5ofmG{HJxDSPOZCGn~BZ-y;gC@em^BNq=e1 zwg3q8q|yc;%B@<)RclLmuPn2`R>v#V4>nQ{+W`ce1utr!pryD8bd2rE-jj>(j&IZV ztT=f)asKfG!CnX0p)N|*K$l!rCw|p`SVc-iXupe>+=FyiMPGy%6rN4d7K78b7;iHJ z1<~yTgWxH!Fb6(&c|LypKH=PG;zgtSv(9vL(a~2=AK8+b_V*U>KM)fR6pQgd5}5GY zC^t8^3SQ+lWg%2EOmeLoH8*^`vn0OYfks@P!hP6@JKsVS0H94dut@-=+ z@9w+Eiy(y&*RVU61ab_kBgD&VDm##o{CXqrhZ^eDM+%vgRMf@JD1bC8%4z+)=_7Vt zQ$=NM!5vJpy*u*Om3hZ^of#LN7Tzi}p3dw3lb>J%C1BO$m9H&8K(Q(*?!2I-S?pp7 zWz6RM5!9m9Y4-~964IMpogYZ66-lsWjB6b60?&jg&?1BAUp)45b^kXeY&rhlpo~VY z%x9|EW*FK*v|LoTr>{1Juk}A~E}naVd*M2CIl~#+76xa&zy3dN|BeL-;IC`=g!rl>pGtl`& zDAv=t6a+a}mZ#tWes4+-PRd<0i1Mu6f2R0mY8-q4YXQu0TC{zXBd<5(7eYyR`Vcs& zuyzGT-|*$jM?7R(Y5Bp+HTFj2?-EZUYS0YO*h1VEgCEKyXK%SS%I&}{sPF=|`omo1 zZ&Z~a_!_3qYTDXHqbU3{G{;BhjP*l0^&!n!k|qpvz~3RvsR~-w+Py z$U1#-4ub8_QOo_SQTboxAk^^>3mB}=PdJD8&2sFLX}9^oITqWG$Id?+0%&+*($IS| zpWm>l{yhqsX4=ytEokP7yciyHjvJ+JpoeH4z_RVM13q=x6g1#@{h!vsm1{o@;FFV7 za9!B|jpVaV-O#Ij1#56^;Q1t1Ps~^~I96b}45OduFMm1z)kOm_Qq~L3!5YFq5b?Pt zb3KZ(w8VafQ|UI;jSwjiL4@q5cPh0wAPR)|j^D9xgJKBS;mJ3*Wc^4hvEEZC!@1sM zexM_d-rx7{Xm5W9Xd6{vCT*u%f}*2;`-aZ}KRz3+F63^sJ>l8canY^emj?xCm4FlR z|GkBM7ZY<8(u-)M%9)pym1&SefwJGw%>Ct$wl+VM-!p`@eOb4uXL|7%EZ1eMG$Ds%VmI$*p9xh7cefGEJQWquKX*) z!hN*AK$u@9DE(|24f4BMKvQ_LxM?r%fpSbZDeD*KkSr70ZSnrv(Ywc_Mb-f!oe(H# zDLn24fRK=I<7RXRwXji%0>CcUiyOBSA^m1nSu^W(jb}TDAj|Reg@psqCpIK9iS&R9Ni8tA3ffX4HaM<<_9c@2oWMLg#;SZ_81 zJGl-B(+?)XfGj<8=FF{;s`T_L<;lR7p1@K-6yIHGp9}J&Zmy)|FKY3rC-Q4grsVLxC4dr!1iL5n9u1=awvyt^Qu$15vq4&gpY+UD5-jn%;{ zb-VsFMJU{NoTw?i;C=CndzG~J$_F6e|5(~;u;wiJD}*&uD_QFLM!{Dxn;=w z!k4^A#u)0dqnEopOlQ*eGY^m>#?jFe%vWA9ao%d)Uk}?{8tJk{L*jH$7WAwZq!cHe z>kI%Q`s*>EbS^=o&_1%!5ztw4ptJ}hwCVu)@2Xu_ji*g)SERP4~+ z#BsYK@nFK6_g9q@3-Z}}^IqFq2yV>xNt_eR%WBQFwr&vJieRtTN$l`yHCZv6>0&c) zGtm~spY2^wuK1BAD{fh=n8bDkLe4_Afc*?JI%KMQ|Vf_cs<4( zlluXXuUAFwyKhI4LD8IM5I?84iw__LAu!H_EB$!@NVNhzug7hBOPd;#y&6t;3jh9T z!-;f>J7W;!(lrf#fg`uV;`-t)49IP(YA4I=)U)RCs6z@#vwH5wj|Wg`g9|BwOLqJT z9>AC`;G!Mt)TTVT1lIv0Cq>&btC^(t=+Psm1bRGs{y$rw*2P?I(!>HI^K%>QOgsL# zk!m+fkrp|zyd-ZeA=)qV;$W!IAR8@>T(T`fj$hS2@xW05qP02!uL`H00w5;Q@x8ST ze?YDjyOHBLCqM5A_s|J19Gt03Ox+*!EQv21h}Bn~rN%lMXeNr?!R8wjdervB@*5^9 zV3La_6KgSH9`jpi>rxWw&!L$C?^l(YW1uOww~*0eG!1|chS0Uo=Qep=M0Q^i) zY;c`rJ97=#iONfH&Lz1+yknLHu;E0tjsxo{cs)S=gC$Syvn~`_G=g#>q}()+6eKP6 zuT-6m_11F0{waZ0?}JxqjObXcz)Y&_-amfd86`fVAJ5Za{(j{+e+YE{>mbf(2i&ET zUpJ7?+x(;=e6%z){sV;D?IVVkg7ODD86BHToH>0;m@9e6GbP=g^aACsdS@4@9IM2fOorTSznC#VmUvYsLU%;&n2d z3uGl|TLL@~C=$(d`0(hvlmN&ID!is^acV(R4T1ue1W?QcR2|B9-6mb$>VV>cw(#N+ zr>>l2FO!5Q?_O$bp(!@}cnYYb6fmi1w+*Spm3h_5fu79*)fM9WcLF0Q#DUoJk3|z4 z46FEhY(*eoF+G54S|kOlEu!;h--0f2?HqV41J`3-jQ{=156W|9HKQ{1KjM?yurbJF z?wp_+`q32o-CIu0(uj!?lPVYE*pwTCn;i3X=Mx$giGwqd0m#O(#^&nzPH}D*k!pu1 z$Jy9Vv z=PJ)M9DE8HgifvTu)TRbQu(*plTy{Y7O>{bLIt^8#o$x7uV988?nXo5ec!p&_RMe@NAjgjI?>&L(YAceNCe6xvfgeh+=UF)(ZILiYAi9~s_ z(_+9jlq_a}0ZJjYPQmp0{-;(s2((b6!GLXusnovYU7r)C{dzMs@`A8{^~61}?Gx{ zwCGfTPlP`bc~VvN^%G$*+9gzdg6sk5ynbz3Dex8X@HWAWVmUcgj@P=lcj z^%tkz8E3wmpm6@PIt>QmoVS;$qqy^xN-LfkxU0S~lSh_!n;;)O)EKv_>i{p7=7I>K z_ivBqEqT>gWdN}2?03NyLoeHNAJHQai^wG(s`Y+GBS$OIOEX(9Y<}W87<2whyi}K$ zA8{E^KU(i8qpWwNqeOPS+kDcRjmoB+asA7;8^Nt%W*`YoJ(Ii}srYVP?Ah)@G0MW_ zw14u}i2Foe-z2Xz^VvOwX|vnCnW1?wYz+FKC)C4qdl8mp*NRJw3|6{hK6B=&mnZ%e zfg4vT_sIv|j|9LqzmpiU+PFRB8cOPk&lVWv&*6%l8-l3v5NMLn!RQ-@P1R~t178~g z^Qo@Z^qBedd*QHIc^JFLr@HW0T9$X0pJuKgr=Yy5jq}s_~ zGqap!KnJlT(;xqAvtdzp4ZIC44K%*#=?p=iZ5q`L_rXF(AA+@qj*7ia3t&9YO@L?7 zQAY$i?J=nB0_=$LVg{Z1adp~y4@=*uV2eH+dw&rmNWcw2ez_&|jI}>E)jZqa*SiaJ z(}HzN6wPi{aM|=VgMTIfMzj6;g09RNE2OHT^3Hc_Nfn?}C>6v+(EN1oF%w`v)+HlB zsfpxD%^&~4CZGXq2l-7tz+z>a%ldA<8y$T&MSQ0FiJN+Qq<%f~e(<$aw_~yAzUZC} zg!jG=P|l)zN&v6_^@i=$QjqTJ0$A!MsGf}JB1<$koI)G6)0#|@%&;gbAppGO4a<<(BKt8~!O4PKq;{o1@^Of@so&rVs8cf`B z0_V)0DZV7g0a$!}M^jbxJrrkyDqK5|doA;GpGp_wqT|Id=9$m`?B%_)UT?;6`tWgC85HoCLs- zSFop)kXqyoJg%NEjspgqN%c3F5pEmuE<$5K5Q}v{;*r=6V~1p3D2=_pztJ}c#CvMh zbeF$ryZ5yP5@QJ3MS_oQgMxL^lpW>4UY!`tkG%Hdp?c+WHIRuwx3hUD{{xYRpiol_ z)bC&Z^E1Np!hRl=fR{RoNFy zEmXrVS6rDk&S&ae!(uz8iW0f<@*J05E+T9DG8rdQAFjD6a} zU;Yaphxvo&3EmLVR7HiG88& zX-@g&xAcF5I-h+41Z7uB%wMta1vRILd^}*W zE4yYPEhypd>q~)deX%P&(KPr|H7sdY`h}p}43Qw}1|0Bf4Y1mr|K@|RsteTPX?*7Q zu3ZwrgC7*o9e|S25<{$G$6Dgey^M2Dl^6tJx{2WAYRN?Hx@)qOa(2c5U&1HjE+=de z(F;fAO>;5rN)qYs(Twne8PU~}Y^6qVo2=wsJKCA_iE6{p&N4 zAE6MYCs8~G;QNm+45a3Z_<{OW^ksTMUbnQ@^3BRfuOLima~|MyEu1shF>k}dMA>qP z`LcwaSx82K%SrLg!&V*p@|$PL{-pA*QV`0ssbL)XuAcPleZi=fEHH#DlK%+N6wqZN z4yJ(8ezZFas;}z;KcjFBRMN+R5OAysRexNn(qt2S4PNCCXie--m1wDF9u^xECLRw! zs_`assGhVj9%A*m@9SG(0l#{12R6;rK_AY%8I)^B{Jo5X#>+8Us6OU*o8jUMYVBZ`m6|XQTw<~qX>ahJpf;m3K|XzFE0jgsJNXKR6TlE{Mf@>rExRnlq1lW{mcw`7w$m)%aC^Enp*QKc5g|`Id+YkKd@ryo(Wu z$#OOM^gvmOu1@ut$Rbu?8w4p3R6-v;l;f45+WP`?6$ z^CMZIeoY0sGN#=?j?Bk+r@BTV2sXdI2KvrWpIJ{1V!G1yMo@RcBEIxDFnG}bFUWZ* zMVZXinfO;+nkq;%Os)4R95hdbs}SiXdTHnarsf1uBANQhw9RhdO?b}Ura!+{`X29; z7?y>t(YNrKBp<`Z+&t`$ydFMwa$YQ&i80#0N)t@_Baq$> zNh_DiQZF{hoh`agJsOxTh!a+7y>ee#&)cZU$|h2~O2ST0*YsEU;ih1mVc@tR^Qj`s z-0A8Nxqk5I7eJ)RptEW=G5qULHt7b=b?TW~GOU83sGzG;G+{C)aFh>NKV*&Y!C^ka zZ)ocV*6Yh2YJ6a1c4I&=)ALU!vUvUh7|PezAaomRA^6auKCRThTn4ANrTI20ZY-Zk zEnbaYYAu2|_Oc4c>|d@q*<4Yp9o!`hcDH#;50p{<85h476XDJ9~=C*AX z$2mr=jM&clNYEaDwRWbb#tpo$TE#g&{WshG5!NH8jZqUS)<8+V`tL>aXis zXDI!)$;i^`Y_|NqH}WSFj;Ae`;Z0%U`0TQ^B6IxsQLuFyaGeZ~SeDf^5FZ*47JqJO z!-HEkS}(N(^}^1@e`v46?+!M2$&7pfcUJ+-@{90lYRfZzO@?}AXV%G6$zHw2sQ-tp zw+^eS-`a&IDXAy|3W8vOw1R*%qJo5=(hbtBbhAVhlaP`YDJ7*@bV!4gbV_%3eq*}# zcdqw6*YS_Ny&he%)?9P`#u)dw&^nj+L;?Cy5f%ZeT%*B6(iHDCxu?a_fQmA@^k$wGC5gUBUr_v8%9|m;wJ*7EXTBs z!G08V{XzMHu%Xk-qe6U|_R~GWn@@&9uEu}+hQAtL+J0jip4hQqvQ?DEXj^eqP?Ix0 z{>;A2sPUXD00Y6y89%$6M=X0y`J5Kj&AXBx{dguSP45_j)%~e|7u$apDX&+%`TSeiwk{VeOH)*jO&W6YOT&nFIlCO-xF1O$kLPBnymbl=riRq#ZQ6 zj0k*GFIaDcs5^3NfX5ACRM z)xA$uP;K?N8jsk7H>YqmZ$J3}AJwBi;c5oR!M`j(A6`=G-SO?gw0t^2MO;Xap1t z@S3s&=Q2ewQam;8qL%uvhmS+ z4`n)LT7stp?q8T)+$xd~5y|V@$U5UKH|1e`*Xb6iyDGb~!*?9*UoW)i*gxDaklB($ zw-lvS6JBohm+U_tg4oMMVGMi@n!(=#u;B;jc!Qn%EGHjGh6Gvk7ib40Q@c$aUd^Y% zO-jGN(rJyQ659^=B#2)L-+H35#n(txmmYmJZp4Q&ffvuPX~jKJjXmcZ{E(`K1TklH zDnf0FfG4Sz8#8^)N|uu9l&1*yHq2sY55s^t{XRQ7Q&Y( z|L*R% zr(+2`D^r!~vgwJoaO z&>|m1sTp!Icy{sZYE#U=@37^)e(kSc53Q`yvFdj-j(8SevCRzqWhnTI$)MzowL;L{ zNb9=IUAK3giE*ApcLo#w!oTsCV3^X02ymZ`_e%tL6?KjaDA+-pN#NG9z~&(9xsG)( zVFip7!9eTKWtRV|PYt~IZhO8DH8escd<{5`*a6cJb@Ib!|&54tg%Fht+HsG-;XOuv|%p3)Qe z01?5bWKXj0mi$gaS=!j8f$_UWdq#p0>e$(qhLIV!{+t<@RIA~D)$oHg07Tf@uJFy-K=XO+@xW-ji;YjN9 zh zy_mSh+PJ2#@WHSQWrWVBWet#+hDztwY=v-%`?FVF50(mtPnYt|GTeFo6`Mg&9iqZC7*S9^>>A7h1|G?tPc^fPO(kgmAf-&icQ~i0y!~#td?FbANgl{>i(u*x=8;7D zMbuVsXa(mdJAnWE7YAUwP-B#y&%Oz){-p2U8}Ms0J)po(+rdNGgpzv0Vo-CKXNvVS z3-(1MrAu?3wBP5Q_%@6x+8mZAQTZaGN%~CXeo3SjK|^{A&tvNM`dC%f)hIRf#qGTN zlwOS_duK*KEYwt-?qU9vcjSD<{KnzDtf$TUSqu1jB_F1z*pITs{H_-Z%r%qv4kP^s zPA;y~E^q7rJ1}WUCyb@t)SR#f?l3QV!XPZ7%m?y*a2{x>00E~Hyo=DK;1rxpAs}%a zb{Yk9DQ-bQ!D(N~uRBy%nxTyYXxM2_^fV1A|E14a;ihs4n=a-W!n#fjH$oDc8*R7- z?9_|-9J3Zyrpq$@Zu_3|T+#ZYa3jC8uLk2Zc#JF4dWWYhYJ>Q74Z-!#vC8`(Zo&kj zv@~HJl{b8`JrPbv-5hBqTKVU4#Z%;RxTTUJR5&%0G&IRQ0tBZoP`*t?g%aA)8W)E_ zIMN6lpt1q};aI}T{X-!?JHP_vo$V~Ov;BV%9!|Y9A2jMoeKoyZuXa0Jv+-|lltg{f z$acSK0E3eD;&JhTeL(bMQt4P`2bQ+ci5yJd*YKV%shxlKF9JLl-94x3{z^luC+{f_6r$>vf*4h zxC3JMrLHAJh>|}{A5)9rGl+>EU{;Zedn^ZgmuuQq!n^dQG0;rOq zJ41}>4`<7hV^R1vS7niOm0)mHGVy7Jc2h?FqhW6W91LyRaW3QUycRTnDA8ZPcE@R= zYYnBiB`;*F8akP#UZsDP_BsiKDbqbp8Cw}Gb`OpZMo(np#5|1v7&Mvx4&yqnLa|}J zzl|uv_tYryk!PuwOK2(6YVemYD#yi;@e;bY7aS-tP0@tzb>>G=n6N%83d*n?5EZVqg~BS3L@xIJi#_VK(U zaO4ME6700>4#sh5%UU?CQuMn^d@;mn>)iERg}J86pqqp)`5%`51~s@w7YXw(H->M% zk!G_BmVrsWD*b7apk+@wtH6j$!j2YRr6pTeyz~BOznyiA5YrwPaG1kd4refVKcX0O zRo$p7|LO@bl(N~8iZnC8&9j9LWn{ z{q9pW?YU<+&}=zLS!alcjCs+_qR$N+WJx??Cx`YwbVcn*=aKmN{5Yp(!x~ypY8e=G zjT{E1<1YQ+4mW9T_2eEg7zQK24t@*+ICpEYKf9Ki_VtU~8wG@YLD z(FZpNxZwNtO8s5e3DWfGor_uU(;ln{sbd)n+BVY4MyQoX_|Ht+5yB|)OEsj{Q6TUL zND@XM+RuS!%Ql}}0-2-<{qmwxD8>2vm%=*l2U*7hi(bxlD(r$%Ij3JMFdiN#0Ku%$L{rWW^ zMXYB;Hv|8qsx&9Ofpw=`!L)2W1#Ly7)@)q0j)ot}RCk=n0##Qo$WX74;WuejEC&JS zs$rJWLatee_$g<(!`>OuImfo%L8Fn#d(7%RTuV?;6J%+sntuNdLpw0ojk2QLlL*>5 z04u{QPL8#Hi=TM>X28Qy4Sn|e)Vd^#;T-ou?)qdp@q&ogr3vn{WMMYVp>*N{9EKIc zy7T2nejgHdHqsugritl2#SXv>X3Wzb)^j_-ll+~Ab$uv0M60S%tVFZ zeh-N`C2~37q=LIJyKu>)L_~`#qBQ&I!8NAs(YXFPzFp7z`bRm-fi=pee(Udz`YbJV z6xazt|9Gl$|I`Ld7vaD(Z2EG`&}e0(%&wKMw*iih$*NPAL*S$vEjTZcRKNMng5ki+ zPtEBsXW5+U`^qkibKQF@RyMAnE?rjo!&CvUAKEzb@XTI8Vg>D!FTrBl4$J`?KwmWl z3-mB3Y|V1qW!He&vE|8*{@&UV(k)OT)Wb~>K&v;iIJUIEEVvFf(4 zBLcg%LAuF>G_8krxZZ6z$X}+O7(BC#-NTBLqc-g!*a~p{fZn)Ui|DI`Y^v%_(}s@j zSI6{3b(ztlx>4q&E^Tw#_k4!E4|;<)ihBa(*fkbOs}d@kCypJXS5JlW2h(;xyEc;f z9VQe5z{;!GIh|B~u=roM#K(Wd9j@vn8=PXY9P-k->l#0EQOUB`YRXO>I}LUC!xt}P zLeFfz5**YDo6f(GaB2R%oNVIgZnv)Y$i|2!xAnsHCXh@-W-EQN_~q^i|NQPf?2~zr z^Bi>&AyssjVuif&TNo%W8Xo8OHuJ66el8Py&Eu+^8%Xvnjg5=BY2o7i-L_y}C!pt@ zjKo?N-%ne~Y`#VZdTp5?XNOajhOZx7pFX$z{`~{hrKaFvzxPHuVGB0hZE?fjt7pvB zxSvRNm%W-NC?@{yV;g3AV0ZPJ)z)UsCbcW zjYq{>WXHRV6D9ap8bYHf!sEPkS1@G9Hu-k+qR?Zr64ALrQLf$}vC78|Hv#&-Vzao~ z*EJvRI{Gf65g>)bnL_fv!&mVUir6a)H^|>ImeXdt!x1o<$z8*{!Mj$-F}OrPr*nBo z;5&obvi%?bO4s16#7eAAr_P94f)6Djku}!g72!WxA;O@QH}$jhxNG_6puN^MmGYh- z*SxCIl_&Db&lN)nMt41ArcyNU5JrlBS79NtRf$^J#(z~mOl@~Xmz~S>l&+3KP#VAE zJ#VgIO3iET(KsVvOZ$^JN^GwSsf6wDP+_$Q3IJz|`W@4Ey??(XGCOiCRAKq)=Sa+& zjdF28Z=Q)qgic+>(E&zemOixmr`yLhVdi4*JC-}<819sbU|bo<14$BKlfuQHp34h`YVUbH|Y8c>g) zBteOa17WQ<<;AMZZKIS=E{??-%Tt{M7 zNPt8_k@{rNiqn@t=)^xi1af|li~a$}Eehfs`w#!F{t(bceObLf;*8LZWqU{MOdmM9 z2b~*a{#AUE!t}dF@D-pNxZsaKq;yP#nMprw6*?D_4 z#|2f59HV!OeJ_lLu3^Ubo{hUTHl7GH%M%uPgM`6wUhn|pc$B>qHPbs-z6#og2JnU91cZRU7r34|=md@; zEpb+7)Z?Z`*RubbX*tDn^nIaxVTkd}08Ab`x}+$! zmpJ4o+L#Fz*oq9En@>;)xbzabUu?WEGd-g4-IV>q3GAVgP*w^tc!rz{$_fbX>X`V6MYARl~6x#Ma zcnAfFVlRPEx*S-Yc9#=$J^)^O*A+ayABE4&&USKd0fB&5C(Timy=2k4 zwicuXg`=|C+R-2Bg?kF<$%`FJ=3y|~Y%IX34DUSm?9%aQk(5Ug=|`r#)+t|Ts_x@^ zBA{$B!~F&Q{oF`dNh5B3U0ql|xf^UNneQ-w42AVel12}Z2U&9%ZEZkv{0?C7=i=1N3k2*HjAIJg2B1dFNXZyfB;?v32`@dpb1>HC z`O-$RuirC}WDwdE4Q@xq*Le^W8cNy~8CUrWF z3xv3}qx71WcTGyH`X)wYdyo8Ow-&Y~J1A>t8`{-+p0;GU&-gV z9T%af^4ZS{q4w{TD1^5FLVK;jb-*E2fSvK^%}#QZjU5p_-)>$C&IE84xlybbsL@e^ zzAM-n21-T{@w8_+l^$&mPLDTP7Y?gh^aD0z)kaTAX-KNB!wQJ{FX?(BSWzd+@Sr+y zt&&HU{FjKRg%a)8!fMtl1qLVI$L1S9E_tuWrSiJsm7dz5hmo15-xZA@=9&i`X%=f8 z3{xjmqAZu{mYRST+mf#kpd9qS1wc}dHK1M&ZB3~P zeo^BH@UFP0U>-64t@2RFT?FY{qRHXD|gnc#_qmetaFl(&yIaeSZF=LoC+yo*d<>kh}SBuD$2+2M;o<&Ep6< zH!E_dI#w?EE#QBc>ou13IZ7Nj;Vv9&AkIbgymJLZB)z8)Ml0S*p#s%cdh}NZiybY) z7dSL>?xTy0VnHoKSKFe$gi0D3Gd+Na|3ICUPX}}yMCW3+FAl>25ZRIydX&M|x@bY@ z4hCT;4Lul}KYL*s@6_psK*bj!@p}1qwej1L7&+!>?h|R$LlgS?Scc5#As!Fj>dYdr zv+;V;9;-%f*?4zoLh{v+`>Ag3e2+iEbVl_rJMa1aj{T`nURt~u+zcm%4q`=B(aDic zn4dZ1wve$7lqpmu#tE#Zmm0}RjOI)nF*Rx-7Q@bS5&NzCZ=G)7%mAS6kgg~ zp?G@SA2CyCJvAAwr{(-B`^10mjDS#gS2v5$Z#^5qEV=$H;j8)M-@I1K#~J-GXQt^{ zcV{!L`&-P(khfpSemZ#qrw9w-9U445P0Nx$b`}mRg?cloBT{t^8eVFGtG~!dvY2X# zl(6YXc1>|G$gg(H->o+c5M@Tow9;*JXG>3=f$jBVOI!*U>26MM-NEPF%L&89dJ%<# zOUrH48Mw!->sPx9s>FS;Gp_V!QlwJHCI}D-7lKOQO^2W^b{UR*!SjpYqPOZ2MH@X| ztG1AagGcy#O>idpXfLfFc6Ub*b4L?jp-W!<7jqURrycZt$uzj4 z5M`U(**TZ{l#-Q1{i5yh=j&DalP~xtJ0~n7ba7P?E8~=mv0m2!<`}V7T?&?59E8dL zsxc#(C{Lb4zKY(RWP{p!NVQHq;fYfa!%+G7Ug^C@!^)$v;5cmKBeFm2gq>X?Ux(e{ z`hHv0*##qODE1ytEcG`Yy43DGwE2YdbxUzp3NL3Lzn4; z$n|Oa%p1t^pN2IfT3|v{s-bP=qBy%>q@c!W%mcuj{+X9D*rK z2#OglEcRKx#z$XpM;6{gMIFwLZ4{fY_gK&mZ0(H9M{j$Nnn`{s^h~GRf?AmQZ$q^a6`YyWD@?4*LEbt-36{ z`hUM1s#J?5piqz9#%~l-S6@CtQGGqMhgS}mZuIK+-*8|-^s$x_I^n_-?|5lLN`hxK zaFJE2_xd;nO?n3AeuVGNic_7Vm=of&8=go!d15~OjP(ZFErOC%mfGEHN1$JUph+Us z!R%{o!SE!Pb2l0B-JIOc2pG~SB=1z? zRrf*Z5F3?xhT!Sj+6wXu$=b{XGlkRZDFJ(DXFaz@7q0vw1$SM=t3g+1ky4g#O{u=8 zKr995}+92Zw=hc9-`%JJHoX-uCNquZH0a2WhM|9Qfa5S2jt z`nE@Xr^F2I7d{GxR$+aPft|z%|Kr#0Z>pu~twQHoM#PI^FAg5`k004RGkO2xak+Wc zf`s!-ReO{e`{Tt5SJ=D1vfvN^s1yhnM26djnq^C|FSlA8hx6_bUvSeU%m5#Qz+Pb4 z%s6K-SYAI4>D8k>Z-4ZzbGN{m1njDztT``+u_pHL1BrmueZ|~Di?WEjdqxd zh167JC|at9Ggxa|0PhDgVT?39E_3anD&*qKF=cN9BgELX;V4=BC=3n&K3wgHNMtc{ zRqbJs%v!YED^rJo*vqO6MujRb?T-shNl&(a71_222_fa3mP2fVkNw)D3W;W)lOhtk zW8bMHUi({WK7x896>%{+EFX{8lxrj4O{U?Tke2bwWt`!X{FRxDYNs~dPZcN@?iy=> z*#j_?zDg>_c07iaK}icn2~tr+62BW=f8iUem}$1$yL6Pl_frovj6{0C6R#dxYfWv; zTCit3+BN-cHQVF1g?p3!9Q~DhgEA54ACvG2L_d|zW3g*BIt{2|{5!In6w_RSBiYY# zS@!c3g1A1VVX>Ls#rFofd^Za?pWXI=Io1MYA4vQIGS&Yx*FM_5!30Z zxw)JMuvdaZY6%|V;ipt2@g=QE8`~SLT)*Tv@$B2RtJhVX7&ccn`7?OVP4$RfT;Dt+ zd{nICB5fy0R+95s_ONfbU+>~*i0_36kyMQzlIrm2k;1WKoEo#J@tnu$p?5ArGjgjv@-MZF> zH}+)MQq|2p)+s8J#MXwDqU+9IJ);f0C`2s&^+bqr8Q$Y=df@O8rTu3{pPe-uw01VD z+X1W1pg+oO$9)SEw++)ZX5O0x3foOS1j4c6WPAKQ2oGWerfN8=QgQ?Eq?w?RXRxMQ z&2Jfq55h^_R@ogZBeNph{Toj{+0RQS3nnG&mHIhwZmv@CC~DON>dHwN zJRQ=6H&6`sV0$T;J*%`cVaXF<0cOKe@HQjqjk#&yldh2~HBe~FjS{#ybW8j4vRpT& zbASngIthpl@Q+!>hml)TzSJqeQG0VKMs<$93;TjE!r_UMU=mfo9y})`QHVNkdE_Ti zP%s&T^#$|y7(Po?Yyhh0CsxR}v}=tFU0K%%LPuB!Qcs{_B?8^XL<1(wDZmH#3Sj|j z7zZCy`6#bFia~n@*QqDz#pjPAnQw-=D>6&nybOc8BSq#LcG^OX>b?@5zo@^Gh;dY~ z0{Dvw=Q%`OZ9<|7ekJX5i|~n@kdTlsnQdTS8;*udnJx_!JEk=%Tz35Pgqhbm3v6T| zsSi)1+ykBJ`%JA7krzvij*={atfphLm;!UV2Wm<-T*={Y3Pm*riIPCuSCN>V-F#=NR24MUf1LXjCPTauv<*%9oWY!px zdblocfCRDmJr(=p%To-i=7V`Usm5}>r>+%izgh#=h`l`ew^p1Mq4c|g3mrq*7Zh&R z-tHJYX-elob zt0NTpkB(&2@q0f=kFKcO`kPfZUWVlaaaom@0`Pw(fie*a#QCUi%3(n4YOFaUZdEL0 znPlvaE^}BV908vy$tNcd8}$NriXC*no)iXGO#!v2{VAVY3Ilz{eD_quZS&6`FN=>1 z=~j4^Db{md<TX!XSecmXurGd$LVlH$;hMdRM)zK$lZYGZR{}-a!KV zTsrseASKOYd=w4Gzu$1GQZ+seG>rAyP4ic*2`Yt-0-ZiFK#*gzBVSD_O$M1~|q)f`;Gb?;)K_F3}e42%#z|KzC9?vs@s zR`9%7@0}a0lN)|H*GwYD@Aae~e>I~1j=wj|pPzjlNS=^NAHluKjQK;Bn)V?QGR+zn z2Tbi_xQn$R{qf6*R{v;fDntnp`@nr|$CF(tSrcU zHAJWQgEG?4``*vS8+a>8dT;KOdflyM(E^mhlqp8)&sv!f;XKNKRHDV&p`m6r?E_1D zd0h&@(hRP@{&59B`Kl`wz_8TqgeK>$1DMwg%ybSokNNBoG-}7Ht@!e4{@Hr^i@e86 zqbH}S+OIqYq$l+Er&L#K;a|5f-bGQ!ayQ$9%vp`JA#-SL-=1fpLoCM*01k~9glsN@ z|BQzCl>;i8cw-Xn{HTg{9TuETN#VNl&-Gya-cnkNsVMa_pu`^6Jc1hMIoI>&pf>JM zFovSa2@d2<9hzC-FK7MA1=uiFk{{{OfBHcMLY_*7ZWW<WcQU$t*UISqzY^Xxv)KM;qRh8|jR-+P}_{iH*s}q}iq%brg;7fe*4e4*Vl?UAf4$7E$bK?I~QvZx%>K5 ztzgOIW8ENu5h@^?CqRHf)|FsC;JNIMxqRF$T-S{$)EYT3%&N%&?m%Nnv>4 zUr-b3;e<&11PFdi1wZNgpP4tq)3=Hx)PCnpQJK1A9Xz+c9!HN*ETZ+a5UlT!4CdG~JmwqKc} zhHH+w?aM_m^&7CfUe|EwdQXqF+d4V%hp&SU{czc$C6!DF^KFvL&CZ8(EmYxe(_5Pa zUanrfw;&5C2K^>f#C=`MDm+4`l8RC^OUN7y@9a~nn}2S0M(n8Nm#O#a}dZGhvM zo$7Gjqsp<1P3*7g;fY~(0_!9p!t@fF;L_C8yXFQ@-g)Fb&pOP$mGZ|^k9%0J)>Qgu zlaTtXogmI=MQl`lv+auXjmQFyf8Wy3{v2>;QU}Eb*_^$y^Pjdkk7z9zuOF_@ka2Nv z1vRHw-Nq@PBEmy_=%5G03BaVB#BhS|{JqZ;2~&@~vaR>PPvcTg6l&Qh+P=&feE#N@ zhq;<-IbF5ye5musuXmbn?_}uZYLDzR7k6&q4e>z)<=n8)1KQ;JaMy7Y9o2GdMupA~ z;#;93)JUZ`e2w@aCLVmdD%&6=lYBU(63To`etDB2Lp^_YmPhgQgPinxukCt#9mU*_ z&j#~1w9si5UkZo~RhrCQ!bLn@!DaB6&g3p=8rHMsEc|BcI!x$?ibb=8#u9pPh)&ra zE(&cdJQ|Rz4W*fB=cGp@$fvr+T~Vsp+z{1e?S(o%BDs<93?iwLAP^ESEO1ywPLf`w1E(Ly4#bm zd-}9ezAhidM=BNJleu&^>9{6^nFoFOFgn5rlG2}rf1hsMe}78F_exDttLEInA~(WV z`WT-Sqc#;D%qFYeb?OeP5|~u2ZLYylup+xaQH#n4GbS;uXsa{BM`Xm||WzH-=rU zxPBa{^_b(`3u&R>qK6rV*0^By`W1%rEIU3GqQ_@RBCC|RTl=ru_b7Y$>nWD;dIv0R zFW-~*#z*2&az5f4tw_DJv#<@y)`i|B9Ju@d12hQzD(d+8!X}&+7EEKRg$o39hvANd zh|6U|xCEi%!V)u7JkM`y-%dkqa2S2hpC_0uIhp(Bxjr5}jMLALR0;#>kElO8I{VP) zby>>*ejR_yD-(Cty*yRXZ^MNmWfp7E zC7+CPRq4sl#TygHEZ!It+Xl431MdsF-Bp7h8o9}UDx+4#*J6a7!@iUFM{Z`b#5g>~ zE}%|Qb^i41upQztYM_`KEX>-i2Jsxq>q1FPs8tK<^7}-Zek#}+N8(QLR&eY3`rae3 z*T!!zI3if|hAx|+5_Ne&`6}fn#|J#UKh&~fVW;&34JVuyf)wEIHxVeu^;3{k!BYq{ zngz%qfHDU(X4hJSeyF8fCr2yZ#*iecJIa9ge)bUfKzmenwQa`w?(+kWcit)DxQK7~ zS29d4j8~un70?(>OuRM+wr38&-Uid>M+HtmN6c|qd$tD_xJD<(o!&&IzoX|UeldV^ z9PCJROg?~cQEd-&ZKxs1Iuz@oVJXicR7!^12b{97l4Te-Sdn#Zu+{DP?CjiNlvK{T4!*B9S!Ykhrvvix8<7>0m*XqxI1q!bpOXiTd%yhkd+ zO54)4H&`#2=};}?g{j`~nJ^kerYfAJLl=m_OmLQ

jkcE{ zU~2j!j>k)5_4Rq|d2ktB#4Q738T+MFp&ZpGJ>S%}Z$B2BiMGF#Dz)IE%W0K_lR_P5 zm)x()`O^`6rz2%s%DJYK^5%2dd+b_01R$8RI=jQ|2~fF`a4i^zI_CI1zySbEJawZ> zwD$8K1#ey(bu5v7&iX9<4#EiTE-~{Dv9yCFV06g4+!IS(mvaWg0{r%3{=rjzXs{bq zLWVJ<3}&WlV{`u4hfaa*b1?YPWdFIKpY*bTx-Z8WI^>31^_L87W@cuh7Qh=39d`)U5#Hvz5u- zLUHEU6Wj({tjYCbQmE_-Y=(tUo$I5=|HKkj7JoTB{n0Q}{Mu!8@Ysl`%CXl^CnUR| zPl|E;nAK_X8zz}FSSA_>I}~5zj7`e>Ndv_)Xt{Sw(9ZBH9Zm%k4m4RMh>hNfoyjzlSW4^uflK7LHs|*kkkR zBsw1E_>bn}s^>$fYjC4Y`&XRdh_n2sr>Wq{0;OfsA-Ul6w~>enX`3aj<3A2WItOgG zR4*ZzuctA5O77h%Y7rK{g*=0((`bbpzW@4lhgy&|%_7I29-WO`qdSql5s0_s0F|!A zk9wdPLo59ddUsiZ($J&`&85tACE+=jzYt*;nc1xQYaaaQ`3bP-uo-HNQ&kzR zeX7c!x!ecb*~CJ^9|R?Ke1-*!1Tlxq51@X_lDjy{M(q z9cG}&Tqp4i*OAiiPM?kump-ts5xDn|Ml0yD+GVm$*v=EZxO)+ihLCV{D+IpZ(WTo1 zmdWF5a2t#Vsw@G28D>@~lv1~BZ$5U(Y=B&|o*gFYrRn_HTFqlPhUGwTi#vRu@!Czo zJ074DKlZ zzlhFglQtMdbx#!F-0``h9z;pTQqS8%>7R3&V5gB>_B=3|$B6KN4TN_|@J>IDsqIl@ ztpZr0fH5;B@GRvcqDwLw`jsPUa=HCX2!;(N0}39C>%t0tZ&qtBr*zIf16;TJ#YY@Q zqd=;Um#$%sgzKT{4+7{>qWz0#a;SU-SJ#v$akj&|PuI-fg*I>3*Z%VhFh>8S^PuwK z2hZM2@38Ws)YoxZz7n){4w^{}YLD-S-Hs-+P{X#}l?aSKg$blM*TslKL~l&+bGtM6 znbGLqD{~`xkwYC>nN}lejP$hERQFuZijBKgFkLC!Y7Go?JU2N^;C^l4@mVnKcx((a zN-5iq=sm3!7~d3ZBCd2O;E7l=Zz$ncI!^6?{547r@<;j}pdT>_w=zw$Tjn|TFm!_s zmBm7-QR8_^^p>gfo2p0&4!;iV^=v@!Re;k~|L=;Oii`vt@i_(9bIyjG$HfWpkFI(BE_Y_H8D&dePs1X?p z-~N7`ylY~zU!z2JnC9;c3&LmwjV$7$Ya#iu)LDl2-KTe-7i%7LCYqF{j|S^mlu0Jv zC9&*{QPzS&BdkBD`2Ir}c>d|Y^owbisNezB>36Ueg=az5BnF?ir?mJ(=GInc1LBvP zi`z%Acd1w$PeL8_0rE}!_@}eVhBNsOiRH3#&`xNx`=6X)o5wMfoCrlKI$JU=RCUcq zy`OkBm;|8V8c(WwtAqftSkKA#KbS?sgJ)JJbdS}ZQeHX}Z%29&HhS@xTktLd9qpRW z+rPv2Rg=#9o?-v#GSRGiN4eK$4_C+JP1?ey0xLa*pg$?3VhFw{4?q{b2=3U`{k+q^ zDH%$|A(aFD$r2Ag9hGC9=__oMO8Nn7$AftVA!5Dfp9zbG;Q^MKsdZpd?B&xVm{hoh zp?AH`JW$d7HNYki^u4Y+mb?GskCw{sZcYB-FaL4+sOA%Ab18RYCXWM$v@$|*ZWoKb z))cz6WJ20fFNL|{oZ;c@2qSN!I&F3S4DWT;&3*J%xn7H}7X8mzm9G1>AGAU9r%$TJ< z#wXOat&r#C42%g~gLj8{+kvGe`T-(#Zg}P)4BUV?UU9d3KiS9JeYm%biyWd1JPd`z zq1KxE*re~(i~XC47v?&5M-eA5OgC!m(Z+%k()0<;=`tQxdB5u4lUaqEaBXjpmBjJF zcMKMh&}8;}yG=TDQ%3Cau;g^6;Ekhz^;Q=Hu!H({>CWD*U)*;mxsFIY2Ulu1zNkV& z+GSu!yxU-kAtfO(0?U2W;iLbj!7G$825D!kj`M$lz;~|^gM*g{i2IaSJ#@j7pb!fK zDKW}6KpX8HH{lQO-=mr9;d5On&9S2H*REa#DCpu96jRj6g&$@1H%kEVjSW1Ff!^O1 zyH-bM3??gFD<>d(n?ltrC_fKSe7)(7AqeY6tpHg$I6@!^G!DN4wM}e^6&)P}Tb zQ_vbw2MrKEZ|w6!Ow&o=2?3P*9Gssf?%c(*S5SD=$iyTv-5QSaYv8E|sd((DogjG6 zHUittGUu1^9=I490Yiodb{DAI+2G&_gw;)gw{Z}-K%&j5_VPcgW@0Zsc29JX0$@LC z49&a>O9I6t$e-)X(i0ER6-O9z+H0wSOK=*4GV3T0fsmsY>$PtV5hUFCzhS{M1-$I6 z#>L{#kdchC59f}xp9q+n{*z|T93CE$^rFEME%^nxFd$7kf#V&d>B*o*fMD-P0uRJj zZKDe~$lLZS>QI(H!*&BgJ>JiaFS70C&+ZO@b$9sAoFN~(u-m3tT)s;EL8dnLY2FC=cf^7$NWrv*K$+V@5xk26TPZd9e&aQBZdK8Eaa*wtTr& zaAKJ>3r)VB)W-`3Y!41Tt0>E{E0sJ0uzoiz(=a1txR?(EPvXm}Yo`$kH%Tbh#iZa8 z9a78<9x}=*X7me|Xv({Q62q{^MyrkW3gnoCp%)FhW5-%5wTD*e6E>wYvF`FtnsZLd z8da(JrRgu4wn4Cc4b93d>_v%Ck3q--&uTDI1i<#`2z_^27cXEuP8X;;mxDl6_EF3x zaCrV{0{|4a37FutOihA>^kTAV&K~|e{cv_w#*B#wc2u~^Yx}dasRK0;KoG_jJpGvE zhjSvukp}r^@S!bchW!U$A!NBcozF%EqplzQkGenDGw#>X**3sDJr!x083b{oT|h3@k7by+VbxM4G8+KooohnP-7NiYr}a-VB_bW94;n25-kG#<$CmZRoTSk%!oQa+Qg=J$k`W9l{2 z6Oe7m)0odRa~2LgTdn|W&z2K(?U0qHl48(#Mf<^n2g$+(PARJ3I}=#4T--dw07-#r z1whS)i=IpNlaFv4j2HRgd3?F`P3ej`jX~>(rlAerJ$KNu4l<|#)6@QiiLryD#|zhs z!%ao=sc9&bunsp))UBp`i|)?=4o7@d&#m}9oCY;w^#h3m$d!VEa0*c3?>g+oFWk=%y3LI)$*C_A4ai3_4VdfMHGJvoo}}8$QY?$jg(N9l%-C z-TnX$y?e?sGAz1VTE*KMLF4>cq&J-E^f2g68{ zqw`hgQ-1f?&d4i`N}9e+!IH|cnYL&u4-I;`Fy5~nXv_ddeW32pOJewc>LL-&-&^{` z2&NJ^6JUBbxylY_D6m@K_iRr$p`f9~6Mmij-kZ)uJHTUr1AKg3WxmJGU%AgQ2K z0GGMRf*cKD}yEsEhIq*3|#+@ zKrk}&J^nW#Oy$=FeYo*Zehz%@x9H!NAY!b!FeLjWg#P=49`^XVZ?HU?^=>b71?F}^W8u-)C=rwfn3R2`CJIZ^3*+rYPp58nH8EU20Z)x`cSx6CS21!rJ+ z0c!+lx)=0!tnL60IQNM>mCNm4QO0Vv@kd}5Gs0Qp{$mSF-~XjJG&b>D^|hNWb&Tr( zMMzgQ5I7+%&}=T&?>B7TvN^{+H&u_*aIoUD^U>?UhqUKqwc$Sp~)~+dq7; z^#K(%b(ml#EG^+qAIDimixwE&R&3*}0t3OiZpZ>$hr!zkf_)(&F=X!qwXOpF{5p6| z7g61ZDKY@vvW2n5s;E8|15}h!n>}qlcVpM^LqYRAn@$iI>NW1JO|&k-Pv(7n4*faz zpHi8zx99bp${RRx1%*Ioni}^%L965$29X=+V)-MO@hTfS`Kem=Nc0YW)h^-FTFSv4 zg|yW00I-)~r{D@ujfU8>B5X!?Vk3+X6qjbdorbH;ktSgoC=93{FSUC8=m=nE1rnRE z0sIWyXG)g==YRs9V%kLpA%_P1R={NVn>P#W$1+}S!Tile*2K%h)3ODg6*>hfY07D6 zTHS83L(5NHWh<+PWx#;*Hi zb%W__imIGOL87bA^9Qv#LrW2nVIuTQ-*bKfj3uAxWM5EM&j9v-r*|x$r_-3KN~xu= zcdk{9IDqi*i=?Jzr7Uli(6$RoJ_e-+?=~7lw>iHJxoUp5lHr`w>1#{q0t&E%z+EA5 zTLVDk`?c%WBW~5%mhUBl@tH`Lzlsge;=e`_p`XNn`x;NB=AL@V^#yeeXEW+vC5ZLQ zL%|M6O;Zo(aV~rW-WR+&@sLqP{kL;m9bL03XXy@46yTz-uZ9}#>L?mtm6PHyf2C~K z!V?fU&cWMKa6o$er+oD}zl3T4hc8%PqW}M&;7}%jEucn#**dIQ5kq;n1pj`IVPj)@ zaOOW}Hxz+}c036)bT))v|1+8LfBpw<&A3n&Qh}MDia7t0XOQZF%vY~@_RBu;SoeFe z-XIx%`r!P<(>5oI4Z+{W&)H**)}^p}6P$J{YFc>190(>@eFjhp5Xv>lRi8rlwjDiP*qalINya>eE& z6j-#@8L+ZcsDmk5ok9QTpuKU|hzEAzLq?9d-pgoLc}HxvnpEY$+tp{64>bwP^Q6vA ze4C82=^bgz&`Y;y7m?Bwn1yHHu%dZ zB7z#dop>pPTR?q=Sr_wmySez@H^Kbn)>LduJI=^goOE5y9+^Nq?1P*MiTL`qwS&4# z=spK4nyf~D(Mw*)_B7&xX7*5YEFX@Krfa^Me_`j8;?NuyaLKy=wcT=*bg`~L+C}cRxUPqt=k^$&0Z|r# zHt5{?2U(+8cFR^5ImV|Mqru!M6~#TuDPCUN3jL)5qpJF(h|gKTxslYd&vuoIeCxld^JAELlIcK2T>W#+M5k2OINXKa z6dAs{?|K|vceHe1|~TGjWH-B!}}bI;)=??})Rqv3*8ODE>QsgOIDD0p-x38BVvY2mUNU z8my06P}n=du^I<)18=NFen;&5z|0giDDQ zVpT60pCmve@YsmcaE*~!F*ZyzbOWMQla8%W(8*7hxy^1*Bkm`lFK5Dqi#)5B0WnF0 zwIm4~@7v7g>MxV@2Eo94!)Wl#N9A5r{gex`eKjzeIUZb*X{8x!Z=e1d=~XA z=Ibj#nN-_bN7E}VhnQfZUWAt#=MF|64KO@pW)%6MXk^nslAk1!EY;S+P$a10j6EyAakXWFyTZAltHi}J zVj>G0NuOhkv3Z0x$kO+L)r!d+kH>iCw;YAj!t6A==k(u;qkMC}d6Ot6PfIwynhQfF z{HoATh!Ir9q)Yv6J5BXpw5+@$mS;})6c5|Zr0!RkeIemg6CGgia2zYKXbcK`Y#&92 zYQ7FJ36?7hi+L4KJEWS$czPY$hT^1yiQm>5`T<#8IedR8cK*tWrN6!6$fC*l?_VaX zu*Bi2C9#*(gonlGYO#m5##t6KTf<@t$2CFBZ{v1VFd_`ylT230F7MZKGZ+XQFOa}K zhwC4dWEmE=6GJSkoT!>sS63@bnt(B6WMmY+)s}xPtKqS-W#Q9Q%!L>i*??^eV ziQEnQ4@-CoRB>&vrveb!o9Sb?GWT2N*wHkT@NpY`XLrlftQ>jyug6(9pL*WpXtV9j zO3>M!`Sf){C@VRcV*k-sLCx?x$6_FB!)JD8}_xrccmndDI#074Ccpg9IMAcl=P0lx+nGadtuY{g?&vTo4yW7+|6C7cv2Ca4H zpP|}~%+sH&>V?FhR`!zoz;P4;>joLaR*&~vO$tx$9}CQC`)sHmzTMdS5v)^ z1VZh^j|3#i!F_|WXNeH?W~p}k+WGKmlppAY`2~Fd%ee=aC_rs0s2YuP?C)QdUsYQl zD{effg%}yxH&yBBP2NtRl1cL|tHT9b`+u(sujATH84M|*3yAnTQzb@-?|r0Ld|#1G z>xahn{+es8t*I!#rN%Um_~jyxIbUf%4tsVj9#Pcb4YMw$43b1G1pUMz$$LI2Lsoa5 z3uSKr4*dnmzk;xjQfMFUCt6V4^ni+?mEr@p{tiB~(lfGDF?|K*g_(-jba9G0de5cE z(aSE3S1v{mw6Ii_U8}lpAiKb+X~^I}%(wya?$!9e1o8@#j;Uz2P&Ga9?6}bONtI547g?DRL)rE`~8bEsnYIb2UbjC(kv@Owz@Qy3U_J^ieMt=I^gI3jEqy=0tV% zyyfYN82jJsej084_r%?+hYk7pta zBS7LY5{3k*gXkIj^3rA(gb5nzXg{1l%G9RKK;D7%z6Tf(k_|7O%Y1?~)-~rv`pm?< zPf72$yk9cpd+*yg`4NHZj3_$jn9+&?th>GjRuEj@y3Eg1!)JqJD6A_INV2(1K{gy+ zRBAd>ua6rckDlBslKMW+h(VGu&{MfKQ$EvZY)eCzjLH+H`@rfD~Cy~%=+Wt8j?2|a;?5?fbd)#Zx?2KOG=`DlGP zS@X_G#KqvleyGWxsxi=yBA(xDby6QuW+AurGpO^lbbdvLu>9>K%cQj%@XX8Pr*}cx zDS=i#zEZKgPdXFv(X7m~Kgg7G5Tt70UY#Z-v+Kyh9nQLTVVjc71N zAK#jDYIGET`U0iG)_4Op2wG>Q1B`9b){yS=_yxV9vr^brji=O_L2hjNr=R!x6m{j! zy!b$v#xxcx@tzhcL98wgGw@+sS5L*QVAp6+4jDAwVVN|NC?g`w8Z%RKavda`UOpe} zRhj`(U9@KSvvX;3`xE?H$|I+iFM5tUdLMdLo^Un_+ogDFF*E7crTC z^g!vY8~PIDr=pNSJ_MbgViBY`H4^J8N7)!23HSeLQ&DC@YFf&1iGq+5qXGW8FH?%7 z@%y0gTeO7^JFqyxJ{_v}9Q#@Or?Etp+(n%jK1;eUAoqZ8pYG>h3@VuW6 zC_}i^5kMDSz1sh0!Tx_eA`A_)_7U&1lQocnBqS*KvZF)C7mQOV)YsmB<{-C#-sxtD zsu46;wzRftz6F1NR!vACo9p&ssfX%`G|Nqo{OPhU4YbDheN}@eV#uDDzJ}DXA22gE zI(7$~-W{y^+PFBX-|{nIpAGxxkC@VkJrh;`;y3y{Rw2{fg1o2 zD~A<#1$x92gW1~}tGO*p)&F+r)YH0sPDJHixrSy$oB>+vMPKgUB7(y?v4)zO3HkKT zVsaR`wQmYz5*D|D6}x2`M_-W=s?%x0NPAIGV z`;FzLM9vs^r~mT~jrK()l=&A(Z?Xr5Cqdxqn~np+1496b9l@SdMNUOSc|Zi8@(2v} zXB879ob=>Cf8IAG)-m#eQ^_5M!*bAtpGu~fh@5yV8eAQu*Pd<5z?~CF-0{`PU(FB1)@8mt^#y#C@_6acMNMRya0Vs z%Vcg~bs&MrEMnUXFef)q>%F7CCi)(Ph9v+#jw}wBA&)SDJZ8xFTXrsv-G<$75%6L! zw<=cx`tAgz9g-jr<;Z|90cU!bB22^P{;GN%lzjM!yw9(1*jv+10hf!2d1;HTvIfAK zB!IF@K%`d_!cu?)m~6uFYPWWww`8m(ksr9mJ+FI!JueoPb*&L@xdsO|sFwk_|0P9Q zOzaYiZX9T|KERN}Xj$uBz($G5Oux|@?hE0q!?e<4$|*UwI}yTa5zc6^i&fSCI~ zwJ#9cp?$&$X)a(XacyZs*iY4`$7iHguEXLu2%*(TPoK5_O#DU9N#&7Ff%+j3Hd=0N zKvv8CL9#K{NNC<3sSdP;X0B6|X)$3b)Hjem4qFU0KXe=;syXIYLZ9sD*^;R3Aj6;p z9O~5<`?Vf9wlHacB=qAGI?gk*K0WOY+t`QXvTB^!zDr}nf%r|Q){l))Y@AJLBjfem z^YpP2SyFjFkE77r9XQf4)|P;i&O+;sAi^C4@*A-IqgJ#$6eH_8E@uaufd|vGvE~)27kuI;e<&C7gW7HdSu(ghY9jZUoOyedDV2?0L z*PguQXDsKr2sGv{*kVYq(BBP|eX~jqAS~3B-C5enK(QP^gH12g7tZc@o^wll^Not! zu0@?=8^B{P+Xafn7jjFU%mk!c4$h$kM+e|1&KM?}n{16>ifbmTAUeZ+(js4zT>P*k@hGZ`iN3iNYjkV0LX^!tA~jx5Dn5Y`mi}wt>Ksu8(eh*PO}(xn;J~0EwC>#WFCBpc{#w?A0 zY7s~UU@N~BHMgsLh2pr$pVhOO5q%=KXcw&(b!M`h7m$dYBZ|LNaM$8QEp$qdu(%>G z;bbl556{YPWT8yU?4WP<>Jcj`!4=VbEk@OkkoWsSd$bW?g`|J}c7|haHc`--0Y)P6 zqxDjE;^q$Qt5`t(TdmlyrXZo3KHPzHkYc%9Q?K9 z^NlO-j~W`ZY@E)Ij5#V=-Gp~_AFICb@G$(4U)NoTI6Nv*&~Oj7U`tR#6Svw~RX-Yz zG*td{&di0kUD6*#6BHlshrQ_!WwD~k3W*xR@gtlkb|khFO#r3UTH zxd+>xV|HTlB|FeAXEqcftY#a0DD+#ME;{|LiKTf&B;gpVwMTuZXqbnA*`?PLfnT?) zh$_3D^pVV={h^Ob+s*`SU$3=80kw4(d188xUb*LtefIB^X(XqoI|rdMQ;}dl9@sIP zy9udNYHrfj>|HWH*{fJHn7kWzy~=m8rdcwmZcAzxF!@g!!4Ile)lL?ARx8>_tGtrT z*@xmlh}Ocz!GhZr%9BAE#AGy-|E%lw|@rMHJ25^KnxK>AA7et&vsR6Dz2 z-JFEBWp3O@?TarOB@Jlzq%P_=U(R`s>Em*4?uDO4S%-J&@%|1Zm!oXo9?zD)%EI$& zH4}KK_O3E)LfIq|5WHp1>A|h4@U&9Txp2{qHs7?^X7VQw>avxjbG*i-Z5EVJPnSt2Qjke`^Sa$UzpNgX{8w*%(dFPA6=%kAOCunb&dXY-!Fo%O{;cu1)JEy4o5jwlI;BSG+uB1 zJ$+YQ6ipAD&Ca6*Az@u5zeGiMxcYkyA;8{q0`rnOHT>jv?8`9eSB4HY_?xbLdgcrk zM=pD_{+bUgV(I|l?FiHR&_k^vpnw~-UmGgZ-?UA3m7cA&%v3wFRo{0xJ^`r$9ZF=1 zK_3Fd%; zaXFsAyyd0dv90xXk$$3oO+h!|FTAuGDze(SxS-IiglBqO(IfcCUR4V9f!6IlMe$+- z$8(bX!sF_!+r>RkQ+w`a^`~p&5|d919iT&P56h#j3RR5=<0nmj4&@EarxuM`^cpEY zjqQK*fZwxX**4I^oNMKZ@%AosQHf_T(iPS83dQOL8YcN9r*62*y6X)%ZPfF7tQI5X zW&{g|kw=v&?&JQ8I~D@0EoTQypuuH2Gl{u4Ov6vM*nq8m*em;BvQN>LRC7d(A-8hi zT$W>}9>2l7|Lh546=U7h@XQVCjX=ET-+|KNq|yE$&72USz}3o8_b*MR=!G0{*9xnL zqNKZ#IXo`q4Y+!IinNFCkT2=l!$x054^|rfh}4=WQrusc@RiXOJI2u+f|A!Yz3jGI4Ip>A& zI>Piws{nH018U%BP%cy_l?R{HYFzbW{AWCHBo7}UVX(fF>DT5?8ZHyaA*t*-&vJ>B zD@^!(qm@=2d*^@0bi-=-$ZLm!eHB@L9nSC)Bj1ksfv(!F`T9c`%q$^fUT?N-{9>42 z>6KEnwIz5+miXP7C~+dH1$0l&aOX6~2VJI^>>&x(j-x|Ns0;!>3Sq9qCTYbE__WB8 z(+l*u=9su3kx;@sdzpo&*fd?L)xKX#>CD%>EESeg#CIdE{Fj8)t zkK6J3Q<%nD8w!Oez4V^-Tg2M<)%Tjtp%?miv&6TJPHGQ@g3V;jmo7_$XZ)sbwQy1O zdk5Le0aj^F;b#Yw&RWY!+Vp&56>}c_4E+#en+0&$GN-3(3X7mVM$?4UG$e-SSvtGM zuC0GlSQp0i1qtLlneD`V3s*tHQH^W-NI5+h1XyqS3!SCui@T9&$;&Dzksc;$Krmfa z+_0oNtR};apm4l+~904?<>dqs-uQiGMwpB+^0@9%~6Qe8yJ=`&<51|vO~aK z-D9Ncpb)(INh?FIN6Jktj9jc3|C*9~_K*MCcSZxwc*i1|UP$%RtOLJQnr+)0dS&K9t zD~;y6`dC2H9!H=wt~jc|^FHfns7a5?Lvq?v-k0>L%t$qZz0?-JdxOs4&&LM6sVq0~ zJJOK3zH>uzD%NJlyx3FSxvB6$3b_l%hm3NY{Zx~{iZo-1+ORRPs|iWzM<}y%3(3Xo zxnp_=6Frs3i*2wAc*S+23Nxo#439yQKDG(JARXHfUCe?7L04tGb)nWwy0b^yUg~d47~tEPsMw z@1sd)>cG#*I6O;%YgwW{b5JLtA`6tNOGb>(nd5x20*=m?!Fo^ukl}+!>)ayrp!+_cR87^K&nM?KsOgm`0tphhhP zT(^es0}Ov}R^*|rq!P3^onABT4xmY>SRC#zYODbPBS?2rz`@pyHZ8gZl*M-f87i9% zt4slC60QYQk`*A;N%cI0|0;1GkjQe7VwuDEI);aW5O?Dm*c^Npzg|GrH0WAshOh}o zXk05}m2$0~wuoRB)7zLZQ0Ri8#InF3rw~@>K}f;Cfx?RkZS)CAdk3xWG!r>0`>06> zNCxdJ3fv&Rj6*4C47&Q2%WzgGx@UM1+eOw};3(Jf(eE@7z5l%zpK9rqJSf;bw)q_!XfO&ULGyoF|sU*ZY& z`+MI%$NI;kP`CeRv>&+8tsp<4XRcp`*Npd`>l3AdVv2DAqgR7icVu240{sl8eIJ@K zG|Z_66{kVCTRWO6b7$;#E1Vo&Q5dPys1Uzsa*)818(uGz_g~AdwcYiDb!&EW^@*V; z#Kqjwtnq-8WXYDqp*Z{oRK3&cfQ_QaVFUMQ*{w%+N1xd`)8BBt8}izTjo=iLzi#VU zjW))vpvh3v2+fZYe{PT!zcU6BXj4sAIHy~{O^$l$Vx*xBT=n%UFW8?2@RxLPLO!TX zA;3c+I{hHrVT1O0SO&l3$lzE^VB{7730~3P322=tNXX#VOLd0E@2PllR11V6p-?xI z;f(zXnwdg?^q0P7!FrpwlLVGk%Y(h&5;MybsGB0lH6EsZy~hcD->K?GtF7mc-3Hg;Te3c za5D+&bNx89h2Vf;FoVV#HvGZ0xFRwUwLE+yxe*u_ZVdmeRs0{^aqh$(ogDk4V$ZIc Q8swOo>UwHLDt4j&1%}efb^rhX literal 0 HcmV?d00001 diff --git a/librosa_blog/posts/1.0/librosa-display-wavef0-1_02_00.png b/librosa_blog/posts/1.0/librosa-display-wavef0-1_02_00.png new file mode 100644 index 0000000000000000000000000000000000000000..94540873f0384a6e0f43b18f190295d1b747232c GIT binary patch literal 52410 zcmafb3p~^N|G$ooPABDbbdpPSa>_Xgxg`mekcgzn7?sReo3Ifxy5DCx)nslV_gmP7 z&7~`9=5EVoRG7AtsSr<*(o@t1le(jZ#w5_*wpU zMMzc`c(2y&E{6`BxR^f4Usbc&@kP@Ym+)(|16Z}t-^fbYtFxWHKj3)h#~p<~e7Eu0 zmaUHaNfwUB*0295@9^ps2Y=r3>-E`zsBXjYB`jznmS+(EGz#H}+|ajr+bY zuREr59Pb`vo-DbMcI?%SwQCXwtAbs}Dvze^j!kK|9!>A45|7qI4E>m>XAW~4tAsM5 zuM@Q`;6Fi7y~QWtwV~bl*BgC`j&GZN%!V#4%+*(%WJHTPrk9sw`W(#b_0HFbK4p+! zAelBXD0nP5AemP*$1U*C3!le`xR&Ha-rzFzv-HfX8`pKytfTU2M=iq#_L2L`{Ae!+ zY2kyqap#+pHfIMTH3pX@GzVsP{?Ro?Gz6#ovvh=+a#I&OS=oG$`N;5QV>hDfsSCU| ze6S&VcKgVSFIMSYl&zAU>YT<9YSFy1 z;7IVpwCwgG>Bfy^cT7KZd2o=4AD5o~u) z*Sqr)=t0dCjL>_^PKZ@i+Je2H@}DaxWj{6^yxj|riRpr?tJH`-_3{;^bVO76v>LW? z>Xn+k&SJy4w|{Px#(gJ$qH2}$X#&%j(Ry!_>DI4HJzgG0W`8J_>K5!SCCM}M-wI$Z zRCBM1)>8T5mnL8Qc1m%h?z!fNm6MvMt<+AMyYO3`StrreXS{^d!M}#xC`m(D2fy18 zo+)U;YdbKDZr2^}cdfNVcyW3wgPJ?04YJ}tvCg2S4(28l)maL~ja}-iUK>byQEL4J zl1WM(C*Fqnhpo#a7O?TY3%OL5XI+9C7=Lo$ z>OlhT>&Ke|i*C>qKRt*B30GSC92J|#bc$vk;#HNq^3sXP>^zy2yG%!q{|w2r3eU7^ z?_qu4ODz$33Xew-Ez{U6?_LQlYSewoE-b0or11pJ)nK_h=#}$K1jfd4%Gdnu-1`er zrzn$*m?^PQIIh7a%Yj9*RNwrKq+W^2`p3fnkc>RWv$L%Gy?kYsdp-7ckbCT;(j4L?uAhay`4{>*u|JK90HU)G`)?>1G!&s}M9 zgU{Y@a%oL9H!%D0;Lst9e21X8_)e3BeokN_U%NZ^%O+I1Ykk~Yo$RTpL3e?Nlz7{3 zKr1j?$iAqG7wwrJexM(8k-SL0XK~yykY}Wfb7Q&&x(;3MANv_!*mWv1+u`O7B4yE% z{fbXW)_2y@!-sdh*R?w0G<2RkiGe~g7ixIxEUKJ%_o@9BE8zIOdVt&m*gVS=Yo`~1wPhRt_}g~#<1Ey4_47LVTD zXjF$8X`+PMOz>#oIW2nlPmwggZ{EU#vPk@VR|5{DvgEn<4LDiHbU{{v7KAO`K>OCw z;Gq9tf>WUf(cN?5i4^zJ=o`p$*L8VyvDMN|?4UO|q*2AM4mYk51LMZG4dqrsQA=a8 z2TfL?yck{_y_p}KGg8zn^K{-k0!=|_D{YA~U1On$fXOZ;#l{)_-uSZnPgkF&_{l>i z-(eqCnjVe|S63V*-&I>w6fsjo(Dd-$v>ksxlcPxY!{4_l8Jv#V#J~N_!oG{;)Z_2S z+EjY7geaw02x;=<+t~itRNqYB0tyS75wPm#(;M7ep)>(x!Z*U|!HK9a48wwRJjz~M zo}@A@LXUr(iW+U3BNo6c!eBx~MZNb|EDgo4t0j|e7ire)wI=zgWZ1+=V6GDhHJUjj zucA~M3DaL0)+C%ZY#BJ}4z_S~tCbO>LKm4hKTh+@#FD>aj$G`k;v{IL#s_zm>?A<1Q~ z6RbT`#Cnbws`D{~%{IGd--9|?zw{7wmnWG0>P>o7TFc~S(U)#Y93B{WNZ5GYToiwT zj%JV-o$y*Cd=yQUJjkJz3E8_xbyFbhin{4LR%#GVeOPaCi}WC_TsI`H4#A(0rTQ%| z=<@TAYEMPvO?@Gmu2X99PhatOv{atUfBs8#&$o4~j=VG%X(_+EUvgS0eaos-Q+E|< z@|>E=bKPOZ#@sLd>zR-z-^&j?r?<t)mHhG7?s0~_|uzL!^ksCdh2Pd&~)2V35x z;8rRaNq+g3iO2DsFsF^4JQYw3DO#xMSjZr(v($Fjj{pHh}>}HFgQ`NO| zHC?SCF}_02sLK>LbYuVSLc$*`r`{m%>SR8h6a5p%_!AXu5ZeYXpNT`kHDTpdvUsF= z+@cT>8jBE97TXMKhX9VJe9Eut8S(7Nz_3dz4k>KXS_&RYm?&ioNXm zM15FEW~`~$D(80pUtuwDRqQ%>z(6!H(MRO3S48s?KIp=fGW(R8)sId=9u^A+R&{Gp zvONu)^>FBO{dlKjc5+PzF$1Fq!A#K@kL=#m&DDSZSa9d%O-JnSAQ%)AzmpO>P(^;rt>qJTHm_~BRq305_mpTB_ zsS~oJKi=KlO$|79>;qoC>wS?tdzQp^ZLZ#I6Fu8>rdH&`OOw&Z;XTRPL%GPaLrwVX z5&fh+FJ-zp&A|j++pPpczWBDf!42XnHC-J@K-D>yVeAcwkWS#PBiHeR9BADdk5W)s zlzMt_aUv+9%s|;jDb6>jX7+IpW*i|LT>({5dZ=1pp$JFp`zx$%5T?RUGZ#{>0!mgHk*_TZXM|Iby2*y@2bl)`NJUk=FeBZFZHzw ztn#CwvYSEL*GqjtNAc+$k>DHD12m9d2oP4`%Rw8=#D+Kk-O2`Z99gf?Gkd^RoKfM& zH>3M*g}uDCI+-y3+gXxdA0303N-*-T*=3e{(p=M0&pQgi4`#u8%sLm32ik@9+aVhA z)83>R^SW8T^-i{c#p`Tm1+}Xz=Rvc?SE;|2t-%@5+yH#r80S_Eqm*0Zo}_i#de4Sq ze51}&M2PK0X??}>+$EV*%4V?3{I-)emyMJ(CsUP|u+n*wW@##mn@M5S_EkY7asK0U zvMPCzPw&PcusuP?Ie8T#yK-Lkk`PqH`lZW$QxU%XTs?SF8P%Gm`YE#8vczYmbuMDi zw9vPT4qd2Wpp3A%a`u}~Z|>^z9>QiOswCUu+` zKP%*zkn7-`IW0P;Z5uEQvMQ*H;W_tLt14}4);ul$#pSKY-#gI%JJA7vPr#qyb&9?!gJm{a7w--A^zfo&;VsUv?LfJCMDS9MOyZ?|lAyQ0XGEo;(OxIc&eN>6=e4r{&D zTHCYlAgiorUrUV+`@mHdN5T3q!83tqS~!n zR1L$jOMFbG=efibW9S5{y$2aFV=)vNMkzzs3M)Se-iHxO1(znGL+cTO62I*W{&`5K z^cAb4H?9}gL#>cyH($X{z7Bo^j$mAvIZ8PS=Z9`A){UX_Q8J_7fB!5PpGf}^vP=&| zVc89b2-*M}m4W2p2pgD)!uXnBryQjtkI@_miE`A4<>7VPN!v<-b4JSMzldk%Kq3sQ zUvjR#&u`>NijZ#1{o|$+x;|VdGy}9aB3yV+!udCMeo1bAN~8%=J<|7>R@H%aYJ@e{ zyVOyNvMv8}SP9WqMNH;p&Y3E;X#6jA4VNNQgvv}?0UP5I*UQ5rhmG#{l}jJE%J2P! zRRE^!{#|}g@#J%-D>ds6Y0XrEUDh(D0c98d0QE*4y6O}H?@6ln=glq4rktD5W5Ogo zdpmOc^jiZg%{6yxKl8Qa5r?U4_8wIu{iT;L@Tnb#f5aK#!#%}A;f+htW2X3L9k`yc zAMlP5dYrFo@W!1bKY~7Mqpu3x!^n@SYGeiPc+M#8bV98>oVFWzknrXWZ7iXNS0tOf zd%G&hTJX4II^8;IYoIGLM3KGZ{T?c%w>qS~Wsimp z&qBMmhiiA?*r)bddAkI~00?Z-c{qRjQPR^TTPQlI>*994J57~Rhqgi6P!{=SJ@k$^ zw)Aq%MN^tcmQ;(jNN|%qzpT7!48QL;~D?RHC=A{B)|C%ciuF#q^jdR1TcS z9)b>P^M~xq_svD%3#aSVl=g4WrTq;qRG!O2@)t@udw3womHZJB)uG$=f}n{5=&}{BwVp* z|4cL}iSvx$u4iW)rXq4<^GVwMfYj)i#!l61#O_2-zVA$nEwX+>>YnIw^S8Qc4UI+E zL@?c$9tNY`lA>lZLyr_%GNMT{hDK*q@QRwx`)@2ZW@tW*0R7z&^Cym@;nIg2 z6sdAQ?2H0t8vOpx0R9VR{=8EW#()p17rxtF($4D9-iwBheZdIXjxguw@vb*%n|Zm; zYEwg?fiYTK8Y0-cKa>fXL%pi5tb_gy@v-n&(4c0I&<5fR$#vm_c3%FZU*8vb8H5ky zGXm*+Qf^`F4N}GUKzo_25L2L;v%n1l6*H7(4TXlT%QeyWl6umZ$i(p~o4G0eVi2nt zH^Z{hH!lbM#pvsVKNrzOY~U1#o%`1#Lrbld9aPRoF(kYXlvUAY6~fVs!L z)966M@`?`WCO*nYU0Ty4>e-zuIyf%l@WLB6r}maC-S0Asn8^iSL+Z!7F3U_7f9b0Z zaV7@JyP^?J@yU{w_KjTPBWh*MC<9Z5JKZnauJq90{~6YEi%J*U(yd{wk4<0TNRok# z*hXT#hv=b~yD47Faz|bG#0_oK=kkJtr3FDs<6>|QXZzoMymQmKOQJ)+*~|LcTfu5i zkwn=1%IftAL?(Q`s<%@4gS@^C%&pbkSMwUA=C?n|7sVFrxnZUEZMQDI-Inrrn=5gp z`KruVL25oIoG;ENN2|QLa^<@jF=J|D+gMl#t!}D8)>Y1IJAOX#xN_fbEsDiW6BGVhl>LNP4&IuO!|yb7GCBWm`GyJjETF2@7NWY+cj&j9G|rbUjt z19W8pcI0}~6S&(=Cy}bA*>B`hPXpA$)TZl4Q_Z$T+H^g-to`=s`W;+dTyqRPSo*$G zQW#+s;c3&*LXwl2MB4ejpCRmv8cSHKg+qi8BoBb=FHIle-?-&aM$2@%9gYq#y&v`7 zKJVF@&XyhcsJPEBR@LKZ#M`dC>rPxapWdA0#26RC;~&_G?vF>K$E;VkJ#(u=>zCig~?RUyt;eHhML_JQYZKPdd_i?7(-oA6N_JMwF+}y;;bH^3% za=)ad#{7A-AVm1U!_ImV)0%0^YfZN{fBexh>}Mmzc@o~%tayf}S9XuIr!{+Cy0Gr{wmMnGcuFe)gv$xC`wv(Nkwkz zN79;N0%EWVfcmqe4*;UpouW@NulByalxd5NBY4KxP%1it4$%B~Ptv{>V~T`qT-P** zjuyHDd}_|xz)mvD4Bgg~^!*ntW z-U!woGY2nB8ydLUFFkJL!ABuiK~lunJb`e6PDY{ojO?LVL`s8mb0;z?S+-`&sLFFT zr*Ro$j$rSc>2ftm1*@vBAH#vZSfwTVHD1J}yjW!@J9GN$=Z}sm&%^7!IDO8K=?hLV zMVQOi!ItV(&)J(}`q!tI#RA^{O0_{ybJALz`5t)3mMC%U=*D@5M!>~izosy=6wRZr zsS>qeal~Ymy(H4o<_BsD(Gtn+A*1+Q3lRF28PT>QlF2W>`1qdzC@kO;hnBK0-xy0y z`E7gzA%DM1lgXXRr=h(-EV-xSx@1&FW&9s^eKHk(@mk?NWZgt8D`F7dAk$Gpu z1;*w-YN)HvJU%L_` zwh%>pD$ovddLsBeEVDcl%Jx5IHF&~csO!8Pi`a{)jlI9yqc6o7Zm>COt{kJ7&N z1I*YF1W3X;aW!lpOz(aE(XS<4OJyPZW6B1HQGnK(W6+e35p9y}^6 z8v&(HT_>$7LmrkXFYS9W#c<)4Q2$Um_TM_Hf1xy`$^Y3FW6Tuft{j^Gk7wR*(y|)Z zuYbyaZlZUM(G-u?ZgaHJuDpAJv3>>Ww<~jkwD36n9TxANU>ZY!?P4xNUsBUC|_M2=O8O9>F7SN^0zKKs{!t2fFY100vio)u|9qp-fU0DG9NsRYXA?JBjoc@(h} z0HBhVd)}-S_n2ifd}b-HD7Ip%ZYIgfq>Ht>2Q*%Jfa&*!&wm{vs2N$I`u8ZBu9t&y zsw>V7G-zI@IF`Zh9=;p|JN^UULFT)s+0Fd;!>l_!tp{iU-NEy80wOj{k_|IMfPeNx zk9GW7W!yhqX}2(@KV`@0d&s3yY$p=ZquQ(oB;x{2p&ejvovIs%F!(wkjGBe?v7(Op z#BekD$WBh`ZX}5|KtX{>RaexJQ5GqEESug|Hjs8TY(}m42nNPBa=4`{YMkn)Yz~>*gL(Idmb0bQ^D2l3u%%8@?sZ|QvGSVcNE+ZjgTz1WGJ46K{ zp_lsh&?g%Ra6dM^TZ&!U`BAqTr5hc=eay}Pt0MM5pbsI$_J(ESd!I}?s!UpQK9B|- z1F0-5O<$_fvi84iZMg_wrX`Q$f9~Ob+w^j6AmriSjkOb6el+OK<&x;3Q$S=k_7?*Q zZ8*xZzXskhr$<2`GrC;nx$hj|+?aKRFNSHqaWL`Q(#t`B@3rF2zx{LD0KL1k z4d7rWKvEUR0~N{#+>m9}x5xI04OS^sfS?Da(Nct*m1(v>!~t1-U?>pqTg?;{*}j8X zff*%c>*hiN3Nqu0X^XS-V%aSTi<=lG>sjXDvOWjD%E$T(-OUGZzN2wF;qxdi`4949 zlXmzuB40B2)I}ZSIb+abtcRe0Zai#C1Jp!#TSd9+;HrL3bf5trdq?aHfR@{avJgHB z=WiZ0S6>O756QB^W*3*&Wv+xoJ!F>Bv~tL$|Kz4uqp#?kuAlu&R0rI&LCXp@_K`fe zN_|&XT)3k1VNS?N`In|H7hoGSlN6^(#jgNudd^Gy$&Rn8R^RP6Nn!6!_`Oma zzCjrWbioF9{3CLMJ|$`6kY%n`H^SaM{9|Cc6C+n2WM9A6@IUrd=AdS~A+|L-T_*mqJ~=0Pd5^&?+UI(ZPDKKUo_nRkZI!@*T~la zFkP%hyQy{+dgflql8AU%gHidzO6PVvp>X0F#D`IKZ$pIh*)!R1ZqO{9@=0ydwQI5%5^>Pj)bCEt=*!qfZI2Y&^x>59k$4 z_DD%Z9xqSS#JbtD^KDeSEhjCou(m{u5Jr3ytSvzBNR~yh44_83F<9f=TWkiPxEj-5 zl_qMZR8L}&zI-E4WY*Vf6>{Dkm`%!gkA7`(WdXdLbdRT-Hz)J!mu2;uoP6(*h0Pmzb2c4FL% zB`i=ZQ2v5K)LmJ;sCj7F+q}~973Rg2?~|LW+0|5aoE}DIE9xdMy$Rk1YIk!sbv@3A zA0jg8r}yY!i~>P7ym<^!yL4Ibdvm>kEb=*}4z%R^kT{c`X@4M~4bwkGUZ&JNl0oPM zKu&x?rPvJ`IT#^~)Nzf+7aArTqUD~4Io08<|4({HL6f_w0`C|IwFwaT?<=>ymful` zl>Y*H|2#>^CG}^uXjFq7`W_^BkSzW%n`ui)dkmq4%Zs~*j4?O(ZP|)k3Me?eQNepT z$ogFF8fABLt+s%bg8)Ex*e;Ci57?Ia)T<=@F+upH6Yx;8>*9=8{x^1x0ra7{&Dmc3t&7fpj zX4QnWXC{x7Sd$n0Sts|2YlaRo!yD#d!<9Lj_ek5u1?&CfaCzrd;BJbozDU^&cPcko zbwWn0@juNXV5B8LvKiRvQf7!WXrK<}xoU(rI z`2hIGlK0lxkW5H>10D2th_TAuNbWTvMX#IwW#p95v=|x4duS4FC9ZcHTr-q8g`!bY zYgEr8%^};x3*`Dxb}fn~NMjI$rUi3aDb=MSj;%4p2tllC82uf1Hin#dNmI2Cv-!1@Db7xa-9 z0sC{aESem0*Y$e?s&Cwt2F7E=r?2(g%=XmTYjwJ5oYJ-c+ zLU5*J+^foFT_OHP*ZcAn$|~20_Di$fF9(53N;htDNjj)z6h2Vb#}ET&&&K6}+Nh9l zO}Kr&4B)_@Akj<<<7sDRV0d*zP&`?eU*)dB$zd9Lm)?p;A_-b&ay^e}d5%idxVivC zP8ca8gY=z~?!_m_dD`YjO>X1ZY$xs7WN$6#Q_+5X1aK@!N|E0RbCd4$7ocU9K~48M zsc}>hV$Fzm@>iOSZQT$lLr&{V#xtUmUCn&3sPFPT&eDe*Q6H_m{42xS+fjTFSv^>DMvF${kE zacGiFb=iCzX;q0Z(>e-vF0))v8pbX~-4$ri`!Yxlz|%1;F95>{V}ldXaOlKPL#YR@ zT%Z}|T_8xKBaa9V2KrR1S$e%M(>79PUG)bT5MJwB4a*KL^Ro(!SzeqUppW%c7f4S% zmUsB`fUdsXZ_L`=yDx|}J=vM-4DVz0^xPKr-|IjFiCP7P+Zj;z-cN<}M{!@Kf&gv1 zu~r*s-$M6l4-6l{E_F#WA&K{N()((o3TXJ+;9-Fkf>??9cwGay!&)s~^|5k#MIG_S zd#&tXf7tcyv#CAhm(WkAsCU_=FIUl}Zh zM{extKWC(Fn`H6el(bu#@D$jwN~tbV+#%T>q--Ifq9RZ9GEc~sl*m5%rBIy#7Fpv< zu%Q`SYCt(iqd=M%1LbNM;u;vGBJ(8JJp^=N;jGd;uowItp?^4YYgTgqDP$`o zZgX|TLXek$e;M&YF4_KrQ-ARf-CQBs-0fz?Pl85Z>Gh-gm5wuap(yu*Ag8F@bu@f0^8x43-U4V|Z3 zQ@L4T;sRh=`cY%UhC{G$Vbt73&ho+P6a3u;yrR?>5viY0?xKf(c-76*NtnH$*$oer z`zW3BMBUPc?4=}QLlKQE{&RSTFgnbROibl9k#Xf9$C69?X1Mk>xO$?8KNOx=+}DHR zarTYYNH4H%0`+g|0W-x!iYjQhnI1P$l&mQR7KnKu{$_dg2RT;f3@xk!Rg2ym*VEu9 zI}D{|?Ced!2mFkJ3M0OIa_)a|95qAV{bghD*R)s41YPm`hpTE=uxCX}ze@rh{%)77e>lnxUxCrPCN2fRN*-OUZe0s08)st=s!)p%F zdf93F_~1lpIBh2|n+|Ov_XEuc7T+(r#|VK8twQsGDeBg}m0xGOJ?g(~gs5mueGp4E z8a`idY3_Pc3!l7ckkbt82=SJ98MnPrA$&Q?2IhaT_b+1K{Njcps6?`f(-fDsHC z1en3>rVH>`VVM?W8O0CvW5@NHERhpCTGV11E!__X?X$>n%6%8#e8%6tR}ORH?}Dc0 zQI@14u2mN|+nF6qORyjv&JCQ6z>_0#C4i#Pj&mb?Z`%MG)HC3_&Qg-m1R3|SiIyRs zPFb9rZ=hE2@HRu5mjm-an3;Sz4H*XQcGDd2&>*IGo*s7rek(mtK9 z(!~A9Qx3FmRTQsj*QSgWnY+#${LJbBiRi>{s&;plh^+}SeyOi{RF9`~>bJ#F`xo`E zBxwv_vL&rCu6fe(8e&O{ezrJUhG@f4u zuTBHTT;N;l-X0AN$-+f*ztK`gCxR{I>k$y|5&HBV+}5~?haMBlNq>0duavUiV-rM6 zv69G%(M+syjr}a31uWzrgL$6uR~K#sl&zxM>S#0Vtez28^v{=MQ;mbFdUkc6D@_u< z+#x@ z07$36f&hjc5*%~S+*jL@vc{M-G&9m4s+(=Xvw%idz&0f5Ser#cfdxsH*Y^PBlwIyR zGlN!%0Q95I0ouK!J)drY4H)b?@kk97odeUH*g1YxW$lkf!b6dy>Iq^+#sPkwdPC@Z z*zO#LPKs+0la*#=56Lk-WByM zKSwq~BoUgA0l&CAuQropU(5r=`u6u4CILFJi(%2DVDRGSkvH_(M{%uTfu+JQusjqq zE6LW4q(4fLZ7hSM96biD53X0h%bP20PAcd10ye6niWuXcP{b$=-b^dyjRWaE!ET%m zIH#p?yYVmOBW0C$P~S=e?<3MWr+b24;fz>hAjCFPTKnB1ShXDK2EMbAK3|P??~_^h z+>#67d%l_!caq>z7Q!m)9c9R}d3lLx79+2a6?8S=+aD+gJcHTJ)l2(EfVMDnL^i!A zE`7!PcCh-`Z!`kW3jpQjb{Zorqp4iw>e|Mw3_liq8b0-g^5U~3V6aE&>pQ~=)lY=U z(sm$USprk{+P&cnT_JW*7LaVE$ng7@TUu5;n=1)i+VPdR-07@mxkkfSb^0#x z*LS-218xSMn}ni|Z#M_>^vmkC5^YL2PUt5fAuHC#Bz00KT^TA!GsVS5`=Gn>M_PBXiL|=8Q!~m0eFW{wu6bI6- zty1*V+FqFhZZB|EESc zcNw-Huc_D7K8co~Qi$2Ic$TeVeJ-h^d@-N+Sl#tX7^eYcY;N_cq| zwBx+=wCZByp{PG7w!A`0p{kn^g0+Ps=>sf(N0n|0YGbg!40Q5oR)&-(PqvuppWu}c zX}a2wO!2~OIG7TdIWjbTmT%TMbcpwu8p1ly2d4XvQ+r)<1mj`YUQVVxp#1tWo_O-^ z!+u~ipQcY^IAzFpENyo{XB)HDV`kjuYEkn~5slzOE>jzv;nX_zBm5pT3uxz6S=|i> zd2}ANd#(Z~va(X$DDI6}TPO4D{C*5FTrY7k0zUsZDCrAz3FOvmM324WPh0x?YD!V8 zBQc|1o%9a>si*Vw5l4dqy>{-Q(cvzFs6X0kPn%H|FZ)0L2hRQ9{h@QZ|6Bobw%j0I z5&Hjh(%;wi*%c%1?+5~5^zOa3&Z3#W%@?ciN^v8Pe75QvTF`$tZpe$78c0soI}&u< z;)yd}FJ3e?a41lggWNao=ncfeE$kQG{Qfew$=d3sm3^P*0fHW(gr zo2>+lIN&PkC`)aCza>vPeSm9sU0jb8qOScp$My?%q&BYGy!RT>CPu6Sk+c5rSnyQ< zFu()QSx--PVT0^+kSUHRYJNhztUCqd%^#ca{t-dhUA-AiYN0$%;bv&`8-8X^=Pohb z;`lb>g;3!492jl<`swZ)F^4jB426RaesmgoiZGYEw~396L9IvX8gn@!9`dTznmpv; zp(b*GY)+`rmq4i_i)SN%BOJW*L7NnNTRT(ybUH-oZCjQBI z%EivV*fF^~_`g2WYk*3#vPT^6Zghmr`2whVcGxadw-kn%h^F&$Vy}^^ zH>G$?5lZe0WrL zhCm5{#qg>D19lM4yxA*?mem8adqY1o>fKPM zlCC;vAhiNm5--yU3jswqLRzynjX-j(5WVE1mi$WV{-G3^YYjfYJ39<04R zt?U|6bfBNP#wyiKKh4v}B@X7B`DStkFmcdL%`%Y@}PYEq}Vqry?Ln z)s02$nU0Qfu*~&k0xL{F_6X1~EUL2h0{XNr_6@`*t`u(kEG-Xc5<;gyKfq;-qM3(e zDn=%(GwjkptDsY|Y@n3If}J=BK+{bkKgfk?kR-mzFvhvbFt*D>3mc_V{Pc0O$TRBs z+#a+Zr!|RF11&{Ke-_{)r*=ohPnMYFgS%!0PND$!)E^O8| zA9!;>`q?}#yCf(_VA-5#f+tI#y*qCz4WdFv(OS`2v(*m%;wo%<=wNp9Q+Bnn)%o`w zJiAB2ll7XSpR67=Xfw~0fq^Kqt%pj0=@2&X!%rhl+VFjsfS*7EPQKg} zRP$veyeNHq*^rTa?5 z{G-$Hr+1%4=sQ~MKB$k_?vXi(f7Jz7w-V>cXM&r__)v?7PAav@mRi^xAhG5G*3i2j zgV63W$+L*gcTF)Kc)Woo2A=%sp6DkPBf8(ftiorfNAQQYi8PZt4nkAoDko+O5atk_ zdvx#zI&l)ml<|m8Fh1Qez1FJ#CrAJpp8O>u_ZYcuS=#t5cE}fP!yh`LUqY_vpm#4H z5CW6YKyt)Rt?XfHD!N}{9XAV~GA)#qg5j(YcA4%V(6zn-aUFEGxUXkFc9q$Paa-Ry zZ@?MZE@Pl5Mu*gn9|F{JLljhN?kSK?vAOJAP*a-7A_k^F_5@h3v!{Ht42G#bfD5B( z9nGH_7t0RGr_M|xkI?)EefVHPK^;%)mX?5N6f78kwsjH$8%9EO_hY-kFJ-t&Hq-@P zKk=m;xvs^j^}Dt5Q2yKa750+)Um}-MmBwFljqM6vL@_G>d=ctn@)!JL=uv+2(&U?e zjtqygR-WHTO0zHU%|x{Uhgj1H+ZfPK>oi{a{$SCnflYmLqeD6I^ ztOJoLr(z%b7ca)}wx{(Q+3vI}R$s|*Q_T)){o;%PUXCJ4{rHd)(gBDg& zuj*rKz@(v2OU|qNny&`a>c=Mij{q=l*t2i}&}GLgAH)JVWPsjR7aMiXHmtk?%<|Z< z4x(uyKp+2To8MQ@)wRTWS8o7BHt?q2)Jqs++4ZD5vUD&!8q5L_m_4GwX_}?{d5#Kj zqPPn7wkdeGaNiH8%zPA0vW+xh4L?6ESsF9&<1iX?!{9?FwDXuoIuV8*tbh1qZ(6ZiLFe27~^2 zHpRHBu>W3-raA18AT0q{X>Ui`V&?Hy17NzY_9dyh*tZZc&Y&wO&l5C;?#>b*!kjW; z?SRP!_Q%**lJyvDX8~{bATT3ffcKbOCwBo)&yIKN(;T7@LycB@zkL4wB5zqfSVGf>CY7b(i(``@0gx#YuCVVm zN~M%opu1*)7LpkYJGWc{b2Wj|dl&@pA*^$_PB=`i$gA3uKZ+Q9VofG(D{8*dK;`L; z*@13xxvYU`qE7?f9-zS4qirlpct{N>9sPyPfRV%WE-ufHI>XLQ*dbEkuoC$^GuQ0{ zdMOvciow!aDoS(Qu6g7;gmzR`MWVJ37^OB5f(dhBSHmGaPSATG`h~w4DHldFz|2$c zbXPMN%^E_=8bJLA6j!`(07co*aTYUrThTstpUc<{6sF)yUCnZ6@N6LW>{Qw_=>@Xv zB_)5!*M8UCKt?-x-^UVIr(sMQYfV#{ZJO1lsMC!_C-O+vHQzdHcRVWgwmON}94bL^ z&lR&v5fag6hr!=~|~4(v6CKbe)>=hsQb}*6Ta1Y|H{AaJEZ2tSvoM;%)nq zY%fd$^Jx#rE%&kt&s|y%p7L^%RZ-;2PK)sK z*Fb%$bk<6HvVOnT-6s*7wCtaFs(|@HlSLd*#RsM{%!2P&6}Ny1r|n&vjPa*BOpq4z z=SXMJ$zQQbI-tK1nC`ShIU@xlWuilYOni8U2wbh=p)`CDCxwRVB>64J=>X>ScXB^q zS~{xQ)_fqI;gmxi2%*?sYMCrg7#)aJOauce35arQfmCX0w!0Y2m<-%f17eDI6Tbpn zz`<dz1fWO2mbx|vt3wicCfi)Cd5F}%{tbU<+z+Ed=* zE&2(&J?xF5$q$;WL+u53_4f)M2OT7^GHf{7**TR^aYC5=l#_MdUE}T+EgT_&<|o6@ z;y-N-l>@!&L_nE+C09HsM_Dv^2-!yJd;_bdUHpg*8YTj#sj+BXOpoUPwIX@97<<3L zWMXil@=2EM>>eFZ2F_*WC!^yWf$xOY-aW(st;3t7uPz!7hVLG8J)%!KlH+i5U4AJ% z^()ulzS`sO_pade@zna|>+CzPcBY;M&=pL~eo(Bi4Pb?>ob;_&H`@P`|3bg; z&P})2upY#z&vfj%6YDZwD4Jbx5V-7y%kZ6F46kJMjh(q2};r3^==JxiTcxW2bw4v=r z4MzHcob1N)ZnInyut@pilqE-}pT^O7FPnG!^ZE`SQ^AK7UU_jyn_u#*pT*EJL`JF!2l&*Zxm{xSw;M3XRcbQbLv&0StWh9NJe0W-uk&X0ijY3n`;_D z(1q-Kr}^%zOlV^Q4j=>zzW+xsBaN-rA1Xi9q1hwK`{p@UK3B{O9_q+>=QeZ1Qhny3 z*Gtndt?+!!a+Dpq#Jj9+z8zTofI*LH%6fJZ@VDpTeF?t`m=lV7Gd z#0xV|EfJ7$dcV#|qd=BRFObiRg7fE}i6aV{t6@^`(L*R+1?{8pn*d4~s|5bJSYZyJ z{0D;G@YRs!Vqre7+ypo7n(W(6axGgD$}f^o`?M4S{nY3Ibt)rmwtb2I#)UdAC%#kGNQ(}vX|kBK>v>2U zN|?#^wVFfDd?r z#%$PyED`$`^DE&sbG$gLBy?%mr*+IDz@1U9>EVyun;uo)S9P(f&mtyWGfsNKD}bbf zxiP*xH<Je-l9)?d_B&Y z?l|8O3u~*kB9&qGK7O#gtE&|!4iPlS#D}#5GK+eVPr+xyXfD+x) zRv~1$e`lV6f(6rc_JWqS^bqT}9=GS39s!%JW#~}Smx3wMz+jxkbOcL+j#@eQXN2w5 za&;WIuu^~8k`-1m*)r)4E-kXpf%P0i^NR|V)9(;5xJZMQ-|;AKKD{Tdx8D(Gl(D&= zuf`9_IDAx(vm0(QLU^~j*KCt@$&8q^O*(NOIP}=CnCa%&1f z+4nV{@Ar25-G0}SpSzvaNt1HT2^4c?R!_W0=$tw z!g*DJ<{;-Y0CH-GUDKM>FaTtL3SNt16kG&KFm_6)&(H02M z4m{MKGIuMOcbplqQXQj`9~iiVW;!AKShF*@}6y~RJ}5^A~{$`xn1H!RGst3lQrq+O7AHclwl#1 za$qjQ!J~9*#D3@rC@oq}SgUf1YqQX19xPgz*Lmxb{o}jm*Sz2ha72PE{HeE<1_{-n z>iH;)Y=;q*$%jNBMkmBcpI@>n1;tiNm?@aod@L1 zRi#5041BOXqF>Y0;m3xJgTXF3a?Uk)CKuDj108M^y^PHrMpEFBhayz(e|tH~wzANz z{-JyK5SX1Jpo;{V*J!1MWx0~wik{|Fo4zVIvh`38zZ@I=xiFh?k6M7uHu%iXgJ515bN6nUFjKk-r~ zRyliP?t=fa1?^?%NSei_XMe{dIpAkh`uC6Q$CvlzvIhOXq`G{x%>DW^jIsT&_N$i_ z5fi9&Sm@`cQDw^Lo}THex7NH^hA}?f#UVwwr}pR zZ&j7*L#fiV;Hk_i*u!vOJKKKX>KfFWbOwoRpXtd@7xUI?VbBQ8#|P8HSZ?-6RU1^HiDaR+apMuR0?T$Dh#?C8vgHwRI8KiJIG&t zMG_1VXc&vtdD>JObLkP^871~(7Hmf^>`%D2_o(u_>%BMJ%OkWkgub-wyY^jd+V+md zual0$FO9t20-osY*=@^N%eIi+6FJul`3T>|H zLx(MdQ~T1f>4F^AcERlPeV*xeg+%!>l~tBY4Hk z95YG=R)WnaZjl1Jt#dDBv?`hfdL}cx)322dyRJL4>$NJ-;R)^W%-HiAgqtzic~cW& zDSz%l{x(9t(!51t$-TO)_1sqy)$ao_!fy_@YX~PIYSR-?7%nWbpoHb=#MZ295CP&rk;nD+ru3^+*!;SRKKJ>S;yO+`Z1sIm-3l=sxMt7#Wmh-$u|9Dah996|*%Py7)JUo{+R^6oux(V46fj9yaQ!-_!We(u6lN%88I zF@;BrTbB?j63`gYb_ONGa29)?EcVBk$561Un|Z&{amTRHNw&1dt8=YMm_+UvxxE_B zdM(5;=yRfeInxWCz#lW)%DBiu(JDSu@YH+y_j?_8hYYGD4-TQi`KHU!2-TY_W(jRAqw;)>d|))BSAn|z*~q9NVTo1wxO zKZPmcpUk#80_M~`n1C|(4)Y<@J4WgQRL2_vuGPuhQzkKtT}Ru&u9(rayxt;ubx-nz zvzYt-A2anf`(8nTCT|irYZWj9?Ln-D5)b2N^PVMcD>{;Jb9{JgFdJVo31m5+rb*z? zzMTB4W}A=4SJ}*i=i6~W33Td!a_EG-^F=Ye)px<;@y2byGV5Hl&1bggV@1ND-1GqX z?7^S+So6Cq+HXn4uJs8wiQh|<(z*2uY#pD{nB4w?S8o|Sic;L`bOnBW^e`b>LLeV{ zp_hDp>?%pmO}Ggu;BY!tI8seOuSV(8lB>JjMx%a;XmhE2<;vKS_)VKqM`z6+lI*3E z&uttBZ4>41FX+s{B1jFA*&UB5IXrUSt&Rjz`-+Jvr!wqrQQ)BMS7s4~Wr;?edBq)Q zzwjCI6nuIo!d-{unm@*BpVySBc4_)&X~?rQ=@Gi%(|*~GbG5yf?+1xfh3gqieWBo% zY~Xwtjh=tP{q43h#ZpV^PO&Y_ygmr}n2qw~5ZpWd;I+Jw$C7bar~EK zm2?<0qzLGqlYX&krSmL65A?&-fb@5HLe>rx>noF~_}a&5I)!UxX@Q?g;lkp#YAX?Q z5Ao40K(Ct;7p}Iv#QSvnXGTEyBgq+4^r~fLQ0w8I-wZk_?FLVcKY&n`@F}s?ACs(n zu=1YsnpxC=w1*RfW}d3E2VRY5sKf0Z9{!NNF9XryAyIr_B~+tP&2h~G`caWnu`iJN z(Kt?2fj6bk``e#nKMy=Wa8rnPH3F_v-ugQ0cXchHe^-!&n)PSQ+yx?w7_G2Je;3!e z&(1gvt)suE8m;pH^;-9U?xTg#QMQd!@b~m1?r{g~N7N*$FUoO$FKzTC9{QMlagXz6 zaRIp4eRf2opYtI6ZIN)VR9A>`Nmuhs)`0aD%j-6*Jlb3zXfC(hTBipC)!^1DVq<5T zaS=IVNO3rW!k0ozMR7j-2k}$G_3M^cVg`*T@;veiV;cS4wC0upAs=htjmgB)j-(8}qjoA@xD6ga> z5XtjxsoCMdsR(Icl3SvNnbT+hC~;a84B(N#ae(jaIGlE|XoA@g+3IR1c-c~%95wi) z2;CD33L_E|M?=gJ*ds3c4d3U_8#P!K|*gKkNTQ`*2&R zu}6xNM^=TIP8-H?-=qy0)$L^o+Esgy_UMmJzf)}oI`3l}C{WS~F-r$@-$w zu?4=Z*L~!>DQbD~R0RJV8PASBE?}?Eov|PRo=t>U9jh&h1FzPFD0>Ym`*&SCaww~y zcJ^~&8@L$fM^%3GavNBb8=OlhS=)};_W^_63CwpbS=56554V16R3d#IG*+8&dpCFn zZ*(Iv{$v$fOub9kR!F--F}Q7DVBn))=qlWSEOQkeaLu%F=x4lZ4?9o_GwL1cK&I6bt(%yQI_lXS{%EK*cFlUVEx@;!vusxBH|!7PmB69&MMD^l!Kw)y742m5=;W@` zmatOXg)Fa4)|c;1^S2^si9*y^NS@`ysR{Rv!NG>FSZBgN{Bytd+yme;7l&o++ZZ%S zVC1?WJ0IvzQ;2@UCNCIgtTcvwB5LRG^rr^#+;`s6^8n=*J{0gG()!`KpZiEdd(+J#=Hybw6gP{{9bF2l3|rTMj^P8L z^ZnPJ3;Ls4v?K!wq+xnK`FtuehL+4Q2BP{somg5rWKvVEAgS6himqd*o| z6{fT=w2?9UY9zX6sX{-|&7SQ=b{_n2osZ9)Vems`;mQD#Ou!;%}> zQ}=ZnY1QEx;N0zVp)fA5T7<7Bkg@1G_n;OvD6L%qIwu^yXDHgKJF@#8k?LgR$*YF_ zspOgfNyi(4N{B$lef?oN+Gb`@tdwPH?w&~k^buIw7G4(7aWHAT?aHulmKCMjfYzP=vVnChx>C1aHvGY4ug=`VWohHQtk|%-d|!sx?R6yrNWWR zJA1f=L6R)(So~xuv@Hhxw9lu=V{!O?Es(^m7> z0axix(9t+&#l_VkSP4X8;DQQes-s#sbYX{0sW)rbF&V&~z#4 zX|u+mVQZ^%W`%A00?$v50KL=qphgaLbkT>i-l50ws`VBW&6eCymwc2p<2y6oqvw=i zvRLQnXS^^rR2v3}d5IwM> zid!EKf~A6D>cq>MGFai;_UjJ&`S1dvlH8`O9VN8j>kFti??Xo)yZa5hMpl;;h@nZU zl0H~>_H$1X_Nf-M1LkQ~y?#jNMq*2L;`5u>-KSyM}pESs0k+TA^YsqOpQ8ktk z&V}Yt2q^J$?c@*L-|B~9{7z1g!%h=KA=A!yUvf*XU%Bpccw{6zc)80M1xy1Q*CiiM z7Yl|APnUln&P^1nqbU70D>CV6?auYzRcC_o&MC-^pw24!bF1PfoAXO98cPP=o{s(l z7WPZgfs=3?As;Fi_v;J5(eMDXA$Sk4cDGg$yhd^laAz*odXXzSD^NV7gHuVmp#-L{ zfE%F@al0iTSo3d#ZPSTCR^*Vy3|y?C4eHpx8NjzjacEWtZ z(j~wCgx%9w&D8Y$P(YsU6ff#lpPsZK<)9kf&f9P|43i~QhfF>QQ#b5}8g~gL^%bV) z#Ym)|w>~B;ZNw0+H%&i8?vLV@N8s7nn@?uKW(axYFaA+0IBBk*n{w*id2h*I`(nFm z=4U2ToZ~Jg%xUSrbk^Bi9g7m#__srJ@Yu2|0cwn>I89Ll+U99p|?SVD5=Ha7(=52u=}uD zAI!WV<8nN8SJ%VEP`V`p){*xa@dp`|aNVyINRXl0+9K>|#MPP)39}3!(W#-~@up`U*xWiWtMU1_txR?mr zzR%X=PMb>QRJ7Kzt6lD|rpD$-F|qbEa-r^U<-J=CYb5VvB2o~b^ue$Q$j=}#$t z_o>neBi^TUt(nc*@9T93=F;|WcnW`QawRq;?Glc#{k^i^EwtnVq=%WhnMJ!E-uHu7 zLO-@ashJngBR;oDA?=a9>U2+KeO;;velk_nA8dEdii1Vq{WpH@3y)u0jYQC>_M%h> zw8L(w5}y#Jf9l|kN=Bw!1&b(IXR+k8nmZHnyHqCo0ZhO`cRToKg>Sj;e;lV$n1y=0citbLF$g5SM86VB zQXLCJR%va<8YXBf1dna&sds;n5W}!#T90Mz31eJ!50Ul$>fNENGoY}`EV&0PKwQ2a zLm_!SvL`DA^VXC$DsE%-G4(*Zm z$75e>cLlnS$LW<2j~V_pGIR@l*`8Av=PB}(!06m`duST`+43XS7I!~$4LDz9KAs9? z>m=Lcd~MNsVA?!q7(rvE(nI#E0VR6VuDa*5BppE=IyXKxWTjDfxNSz&s*zgI<&pyHZnkasFZ%h z%r~K+wqxMak<2QPld$m4nU=kL{; zVTZ9V^j!P*)MzVd=dG}<~cYk3?SzH{$~Z336? z+!u(BhIQ;5B8Oob*@^BD#;^UQ-ruM5NsG6_RZ!THJ<#Q9K?WF6roRfxlz2Fe2m1m` zC}e2vuB2YXqZ$@-K}p2oA1v7`cAILIpd*bnUr?=_0SEEpA#tzjG{7kL|TjeGv9{ z-UV1>) zjDO#O+zNz%z<+{(=ybW6f9np+nEFgmGMNxuO|JIMb=P*O zDY%nw5WnK(s7u0#dEe3&r)O+Soe+?X`reC&{H0CN#7hQ!btTq=8^{{oq)mQ3{C$O}loE!Bu z9|XC~&y6-$n9J@ro@W=|&V8-*-`8zrnQhJHF1N^*u)zM}@@k+tB9T~e4EDw|qvRs89tZCmZcNPUcgPwZcCdXZR zzVm&A?WIZYCdMyr_^LyE>r~^TbaI1V?3&ll{K?TL=q4Wd2^<4@(N|4gwf!C=9~ZhO z4$@rPbDJ8n2*$(aPU@bd52rYcLT^;=8>$}1HH}MUonv`3IL00ys=(H{A1HT(uWceJ zziJJ>C1;*40Fq8y9UUD3fz;@r0YGAL<-XtZ7xu)y+6|hgw-__{#Lqo*Uj^(jvu%*o zT!!WbNQW|A7qvZcg*QnurkRJSZ7?gj=bQQ~PiR?x%cT>Ucq_UES0a!_-fYaAsP^C{ z2kWe!x4=e=X$!hY6hdHYA(b#<(dcz(Arz^BPhXMIHl$^U7Kg9f_QY5Ppi@ zJJiPG5#SK8$?Ha0tnE{%OWoAp$hWg*A?oTXW`t&9Xi1NPn1qyM6ibTHZ$5jt*_XSz%8Aeks6?{_|UTv0-)3(Va{Rj#m` z-E7fXzE{(o@@C#Gk)nT=K0jsUkW@IJ4j%HS1$U;F9-Z?feY0unckMBqQW~*b4Sx`> ztsEfcGaC`$!HLpIsqW}`v@bDpG-@a8#5nX<$;Lu9bXGnn1=v6*tPk;*fqBhZ`szUI zavlq=_yt%tTveETTy-x6s~Z3vI1rRj;2e4ub?C9=M!#2Y-fhSmd%&_^c%Xo$--G;( z5sok@QGjrsXT&5HSbj8LNUOsYU6kgnKLo(4sc|X>=nN8x0;|CKtUTc0Z}wZ@TLt^) z(6$A~AgXIt_-63Z*F8!pO5tln*?~bZ!?`a`m6O9_(rM@r;8=W~3``)i0Bd4G8(!?+ zFedP<^taF88QcH6Ra%((0RX+jobZ8l;;A9o>0zUNA_izU)k4GMmj5AZkHw0Ex-yqS zmZ$!z`%kvLadK!kKopt<6*@D=XoiB9G6AwY_-9N# z{R|TipL^Hm^o#DNMBl4&v@oCN_hG{KNctLY{dw?MjK14Yl5>&8k7b>}L1kOCUHV+LX%ra<1!Uftf1m zb$^Ufq&8x6hpy3z?ssOCYQ;^?Ii~$`b(P34`zSMVnR~qwwxZiYRo9*5LuR@5y7%5u zn5+q3N^Wae@+(TV2ey3jDIJAnsjZ(WqTr@EaU~|i%gz+41^20rqP-o>FwuVG41si+ zKE#x%X3|lBHicI}1kYZ~2gOD_Hc%pN=cxay*ieZ>OVs%=jYp8Gh!H@c)arc_HYP#a zDfET6+N$s8Cm@oT$3-Fi*8GxpmZ*N(Pj$>|-z0_qwt@E7gg){O>=P5XZHb?!)Y5KeDLK zkCn`O*h*_m-$OK*t*!{H0ynNmLwp4r?Fj6-lgajaja5B2sS)E@j)HGSvJ^Z`x$DMO zmu$a?-q$F8-T1AV_`GpX+r;j`q$Bmf{JV&lTJR8v%cn!oYCO8R_F(ZX<2lm#|W&WgudjqZ}AJ&AvQ<~c=f zYq~JW+AWScV`l!wM2(65RC}5#?ovqZno2jV@SeJ3MF{!$dW2t6U-^(4VaYx*XhQoi zSK7s~s?Zf4Y>_5QrwbObLj-OVWvi=b(kZ!c|DIawk1i@o4?9x72%^5SKb^TJ+<1pa z&k}>~>gP}^ZaEzPPf=5KSO1gFXF<7IWNUXs{)pgCkaz{a+G#&>mFElw4L%U`e~ox$ zGhyLYT3?WVPH=!End9jp~}6M;C;eyR@l4Aw`wYVFyl zph8y!UE_1qWB&YHIJGfo*f(+pAWMGdNFY5nfUc!?14u5!gua9Mv*Fvmf5c&bJ=v+E zQx4AKJoY@J&b8+h%B%wguaqF z@}I949O9y%0s62k*%rFg$_~l z-}G1KZ3?YV^V9lrFw;FXq=3-bg8Vi`tQ78-?Y@J$-A3iCd7t1%}ykxp=S{|sQN73L+{?~=KMi!=fvbS)=W<;$ANUP zH`*9AUrh%r?3fEmq#uCC+jE5oh`M_fl$`1{RV)U=Y9V8pt!))SqK;iI=WTX53Kgu} zS7PHZtwG|-C)@;qp<{3Rzjr=6sJ(oC!&QlrVO1PN$h=IXz`fO-`&ZWKzlpwTJr@-t zyWnymP_P41B7>oM`}Bsbh|MI&;!A3hmiM z(OBrE;J|6#u>k$1UXR{>er@WNp*y5H8~A!AcunwmoKgtWsWP0+a?#s{GXwf=*%|)o zd6ff<@3SPYK#D2;!7wQe>Hk21Kr-|{&t$Z}*Txh+_A)};MgpVvc|v3#=^#!UxX)HO zz()>HE8ewWIcDmM8&Ufh-1*M1-25DmL*uoXC=niRhEjR#%A~@SCmI`+<6Y-7JRSPM zRHLrIl8_AQ)F5rs(~Mk1;dsq39nc-y}-fSpw`e8CPElf$tG zSgrZ~HYl#ND_C>+QGdN7Gk;md7i85n+^wAaAIu*)#%i?7VjVtj1LSP==;{V6K!J#V zn`rcCoX~TQ3qr@0X|0riZ7SdnvunC5z^n}fB!~=m9K(04>jCsI{uY9kL+@AVVlGbT zdj_{kMhtn+gsmbxJ3|JT{R2Y(Ca(r0a^JY=dp+C)Q+3Xj$Gy7N@P@Ye^>i;+Xb)w`t@8mDZ3uJ5sl(fI{ z-b~JD#L623!8T)Q!aXBrw$b!_yXIJQ##wWTR~S0xvOUX0A>A|k7q$^NsoQc;?HYl0 z0gwp9=7vdag`W%02{QS@sR?tN)r{r-=?rVS1C)M~gA~!d*O5g|F2{ah62R`8(2SSr z$s(h`{Kc%K=jds_!%G%7pf=Uvt)m*@gG35b+?tc1E$;(f&)1bmllMa(o(^DO?12A3 zq+NaJiCb|Cv#o?w*w%!OY(KbzD6z+MMFxxo)#z!Go`<(P9}Kv}HtK;6CN=pV-ryiB zgEw0z!Daxcg>=oThgSIKSSo+ByV>AZeGJ-)Kl7XpbW2vSDNER0V78IMt3}*6woTw{ z#I}XF@QtxizcVP7hDY+$pG$J-_up)pyTwaVYmW$sYAru^+1&fsN-$jK-)dJEB^;u+ z-hE-mOI`V}1)vuu7}oI`1N<;Eos}>jPV0uvoJ!Ot3icc9rtrdrlB$3bFWPX{lUfvC z;8<5pZa~+Oao%*OKnoz9lvKmiA~SI7F01_wxfb^UzoGo~I|iFCi* zC$oFrxDP-WPdH1a?aizc&>2-gv2Vs4=Ul>(y-_dU9WmMWsF( zCZCMC-R;hSwWaK{L$d8Zs{O&5e2g8w@#+Piu?bj8n6W>{hYO`u^IF4hj7OD~cWK|^ zy!SN#cLCez>GW8L^@}=0%tWV~u!hr_K#S1ZRmuG*V7xRWvZRciZ^yT|g2@Z&l-dhJ z@48O615C^?av3y|s5lwN{+i<&cV+=(eV48}z{mn>LKpDV$8-Rkp{cKX;wz=yMwDoy zK|XuEiV;>WUSu4*LqiY7r}%GL%IHZ_Y(lX zh>DYsx$DOP?lZ7odSyhfWf~D7IhGTnn!aP%Ro-29m2ew@I>Qy_?5vLfhaU?#31jeZ z?UNY|EMWgSzE&fp(ZF^oG>-GRon*9BTbc`OOhInx5?X!_$C0y0zHwo(cIHTi|@U_}Mq#4{qL^fDg4xS4d`pHB+QRTIG4HWqj% z^Wj*b>8n5yd}vLU5+?JoxpnNHAKL_KpPIab{DT45;r~JaOT^#x7r5jk9g>mYbA)k4 zI==ILvpKC7I#ai@ug*4HwNeAx!}lW1q5M}?p-&Y1f)D!Ed;&U{_>$)Ad=cJFD~05l?qTxP)ApF2R@-Pt`XldC#W`R%=hjH36*J7zkNyv*vJc1G&C zwYo^fCneLxkF5**a$Ss^I99oL962$s$&H*PvNaPUj~o%DykK~7)Lp;yXXov`TFz|8 z8tNF9WL{KPYi0nF5$q;shroF0RnS`>@Bw9nQ2D<|pGQDOu%qjQy5Ao#P_$4cY%ct6 zj@Y>)MsAxxs1&gpXKv!(t<>D54n|-aeRQeUU1fqPuY$5+Sg%2MmZE|(hs`Ma7&&;V z%2z>ssMY-X-DFr&?RIVd0K&9JlZ7@135O7k^q^S9Ob@IV#l@qV36FIf{KXi$>#`m` zb0p7*>!TVqREJIgI}jP@z>7mrZp$I)Os{*(ago-IL}655D!fNsofNjYaE&Y=Fq$we zISvw##Dp5v>AoQQbL3XXt|oo-oKgkCDfehRybl-zT{NhdXph&|_A z;t2FDGL>Vh`Ih>tb>xhG5RK6d%x^@!{tztY==v`T>1MCUEi{k}n_VGl*WuH3fv%a@ z`2fH}misG{pD5M^=OK{qbGu+^T}945wY7za!(RAkdj%RGF5*h~UV8;4xIZvVwA!Ah z40nq&071o*UOtA1QbK81H^^~MW@vck3N_wIIu_XW#y%>W=UJS!00@38Vd(Eg@oOrf zaQh1Q4-nqP?1pp?^;1o|PH=9`=>}GMs99J+l&j}E^{gOO)Z?b4qkYJC;$QI$P%VT5 zY}o_DI748WhC~9kqeQpfEsh{NB@3+0w2oVQO5M}W;ym!L`P}F3q8qzudL!bmjeJ$d(5$Fim>h5&;@I=)@q51hj|J$3|^*KD;luU5)1}BvO|qb(;E) zV4TB(7p^sgoiM(oeliDC+U3_CaNgcXkWDJu$sCoh;r`+A6rO-G7ykoee(0y@n<%T; ziSJJEdlnvD9nIq$fk%Laeyu&LHUvx|LKE)Mlo>dybu)2+clSl`GfAC`d_88k{<4}? zt(}>FxAf$5DSKA?*yQ`jxxHcDy`CxJ%gk0{p#77#p9g$h77na8iV8l>mcmGRP;SYN z_=hQLY6H!%e>antqjLX}uc4B^Pxxw)jdpb!@+@Lca*n_d2HZ%RMV zcu%DXNYzyUWY=t2gZ26tVfO_;ZcqM^+7MyD;_;bXG(c&UqO?3-6E1ys@^foc=r-xC z*r)YH;HG_EXu4BlPglIO5hV**O};cQQ|UeunWquqJf3Qxv5EVjak4Puk@qSx%IiOz z*?hEkH0-mUjc)w(n$@PyE#+1C;L`YgE<9V$F>3hK4t}`L2+w_9XREyeexImIn;2)i!V+N#g)>S6U3p8YF=TWk(b zi-FK^8aJiZ<9LlCcs5R|cyKTA1SG58?$oSk8Z@HuA+XmNr8XdV^v$GIZw9xlR@vz? z>qhS^z|hTaXMei{y16E^p#dip{P%@UAj~ML<;%>c&_MpGR+}QoFi#N_h$I@dm~qBj z^PnHq^Y{}g_5859uY3Ie@22q8CHX~zHrH5I){PSf%o=!KT@HH@TdqnD<64go;_`p! z=8)o~?tPZFUC!$48VFRt!AY{#bXDb6p8BN(v~Ob7CFa%Fa}K+a6+chYy}Ef`K=}H5#>zqYxo%Ycq{Me6(FW|=R<0rxFf?8GS&w{SaPWj{& zMG%vG*|y9kVeqFpBXn1k6G3jZfHHTshxwLv$b8VsPQC5Xfa)yzX1Q?nlJiFO%;JRe zi%oA(LpLpz)J~>-70a5-9WJ0z$(NtJF1y$7RyiIXu1vYpCPG>WTRxY+Jt1i52F(j) z=IUwB+Jn}Kn)7ee)MIJ`uX%ZUh-La8=iL zU-gAPG4Cq;8=!?aJPm$)wCJow{LhE#awAl+OanWMAJawaGteioX)AYOC$TmmS%G){ z(yRGJ{o11?oj{pGt8pC@Z{WVi2A*V7qL(y%{l zvHR40^$uxoAVYiO2JHnHjx?Y?KN7Z3y-!?yuDw06kWVr^guvB_eOVX(Xqx0v-8Leb z&NnYSwN1nwYE!RH4^mGmybW2=-m9K8F1X6FUg9f>NqMznPbMedFg%O-_aSddOxO*<|>9-SvKg?*f2JA@Iz8jWb-VElq?E&`Ndv zJW)`2W=IL+z#k+J$AV~{7s*qkJ!J=1a4xWim=LKJ2 z14&1bkgAoUD5$6h)eVZp7Vv{Jflxk!79bsMSvl@0TLW#*qlj^s4V3J`&HKX^-5uEM zSZaqN+%6R#sFSP9iU0Mysx@pjJ)DA|RD0T-Zf|#*uo^CMas-eN1r%V!p6F-xSMEpX zbUgr(K%A=pA(#bnGSj<@oS61inKewuI0@2QCYW-$k=xbwtvs>C^$YM;XPm#VgcpXZB%t zQ0`bo?BUdLZ-h*$Djw;DTMa4A;FqgIVS|5S4@1*EeoR%ds0>>pD44uX_i z^Cr?2VdQ}zN}-;WP1r0F04h<=!{iWlb(NFJhn(8RUvLfI);gBjr=zKV0}lwid&B+L zx9wtU4) zTaCd!ErDw~ap}dxd|~GX2DPHUh~tAN6Hr0FBfUAf79`mf(@d5ELE4V0K3x}z(~P5k ziG&ylJnn7*M3tkbLHJ`ugcYj#TN^t|Wyga}DO1M7J~(CIb}>2!hE?}0sL8cDMgyHo#-NMv#ZK?W6}yRDuvL$wp&a z7!)TLJn*&sCNyrZY{KlnGSepgDPap!`X2*$NPMl2@G|CX?C*Ou#nE^oo8 z+b!q$iwwHz5@245z#|bDrL-@&qBt_=XJ~k#6`h{QI<|Mhjt~;)W}8nO2z1|gDRJ(@ zKKU&JB7I_ZeMp_Bdj7M^@^sh8Il3CrqV(+`Kz;n4XHszNmWAoDA<^N~$18!u)9(W= zTFoJIqN@H@pNvVZsC|4ZUjNw19AAT>WRPL5p2wLfQBpI6-+q{+=t&()$^Ha#EI{x< z%B~myno$IxlH(x^z)k*JVuCZ_9HtR6d@o7?xU}YlVw;$WZlYVDZCo8Vt(@bTW|Tw( zF8K+76@!ezzJ@DtJ7TW+fwow8=)%JRaQq*%i{|Gwmys6c%Sl4xepZb*U<=nl{j( z1;}CFvRj=t2Ri}c?h#2P2 z!yyi900GtgJ!jk5iERs@hVuwpOvp~*gWQ$tdPkHlJ^b;e*;bPOoeQ`scG(0VWyit$ z?-eg^y4?h;6(P)tA>z+4@R4|yl-O4|jtb=mAwFd49y#-K8;c70ABXqPwlYF* zFi2c%a$)l!pnO^S1MhDgXVO4Lvb<%h{PBL<0^on`hOtlpfd4f6k6o49tqF z15u{)XiZ=)CkHS)V?J|o181N?9**u|<;e!wdT0Q19x0g2V*!$kU-s*S))}dfX-%KO zjUrsI76%9=#77`ZWhA7(0jzJ)aGG8YN`X`hSX4YG`mIVi;9jWIqXxRq6(Od8&1y_n zJwSgL?*+>1>5Dr0Pl)a9^TdGwww1SgS0NH)Z3cTdk74)d%2tb16?>LcCqK!IzW5oT zx^xGy79QZldI2B08><((y3kp%NuUII+7Fm|k=(2ivBdxt8dVMV6kleLA%4`f>_RS{ zr3*l|ty{qrYuYoh-pr}$xB!s;a2TC^9K@BnX{kjT-xjas76KBtdR2*P;Q(p9Z!wBk zFtBMuM}pq;d1KIQ@44j^)+>Pbr2J_JuWh}J*ZU8%vSje~_-GBoNjI;$^eOb{fR{~Zck4-xZe=sxZ;=gEHoz=r+@7SZ3%fAI$ZRq=DFPxGx~{Gr~~ zi|rm@Kg54A`hT#Z|HX z4j#-Q4VkiWc2#EkR?+14wm1u6H zUfxLPl9_h{Ha)*Eu(i`a@J3 zD3a~}fH3+aTMr8WU?T79Q6ER5nQgH~g0Mmx8DxMFU1* ziYXLi;pOfJIbc8ekCH%zu@MMy6?u(u@VlWb^FGsc!Nhs}E${_fC|Bll^>uW{e#Fa= zz%;OXlM5DQ4@LlsWobewoD5uMdnOvTV6Bha5txQ*tVPxhO9Vu}J*jjJQsPYg2Pt5<8UOWrvPGC^H zI(?Ami$Qz#zN(}7mJ6@j9UFMJ?;oJpj2$+P0b7^uqq~D_={GTIErxU>Hj#Q5Rofu1 zcBM$Ao0LQenpJUhb9F?K@E1+pz$Ulf6e$Fi1 z2%Iq0JN6vDs%OInf1#is^V*MY&e4qN22rlefdK^ASuJ*RJK6F$>7JcusIkC?_=}?N z7I5n=Kw3d!-un?R6Ahh#E}^I9lCvWnIY=Rdwu1N@`xoG*1+#G!%gdWOgPh@{Qaao- z?mF~-Z27OY+%e=5W_ihazi+wmuOs(_PxwD{5P2)P+5kA92KoLxE*mA6brT~U0#G|U zy!%;;?pqIs3QJ@GWZOnSgjo&L8t=(Ifa4^AFdmpx_{QJCtyD{a#~W_}R2miTjW_ZC zGe~r2Ji9xU;UCLy+r&64pzCH-@fv}?tO}O#zlZ(g7~ou^T;Gla{RO5!t(yEUDEogU z)?dNV-iODLveSPmU@*RtK`6mFY54*ZIA60^Jm&aS?O-wf`vM60VSyUsIH{&aJ`1*- z*D|u?39GMy=+#x~QFc`qfxxMeXmLnODAUs!!be_-du@@qPxQEgKLqNlJdiE|1z+*x z1jbn%5Q$%MC3GAcGE2gNm)Tt!SALQ;)oW#;5TUSjW_KTmN)ii!LZ7DU8MDvI2 zR*UP%thR$FuhjZtK~!(*MGvJlma7PUE%=825jh_^@0W5&`vfjxPVeH0eGXF zuQVnmLJ`z*L@Q!Xabd5u$}RC?yN01ScPgG!>1#5PB3AHUZMzD$-sR zqF>En`l~63fNW}r>42yzsvk&L8hbZv6qKlQAUhf;n85aqoVTnAJV}5oN^Cx(<{ltRsju z5Ad^{K}EA3%uVemHfH-9;XC$+ILw6MON-~zebMFE17Q8T@!NEgW4awY>f`YtfKrzJ ze9sXfj5-ZGzmvdF9x($R=FTpPm=~)Rna7vsgJ9v9o3x@~4RKD>9a_NF)4Fy>2Keb# z2AsWxM31}i!TBd>L7;Yf?=8wC)FT(Ra3`1Vh&?V&FxNh}T8`ljhPnW9r4!a&DO0}P zRhH$=TOVjVTw7IM1AYpXqjG`4B~JbS7e=|or_Sy|xxH={OnpI2(czOCx^ z|0Z~OPMJTOnEd1+ikLZAm)%-)dm1Y8%@T|B3pdv#zZ@!1<~IBN?;v0V;xuPVwM(lZI(2u9RaFNPG$ZU z!~w(%L#|g#)?k)BvE}_SbCq$3$ZnO+B6BpHtrwcoVrBZUIK%KDt6Y)@1p1RUQCA z@x9Cdwm;x)#>eH__rLr%=GLnyuSGbfgcwub_34!E$clG$NkARg!AXcmeCSfL(?D)M z{WMTwQ<|l*e&$>d`dCB`=k{B94{%5JYL4S?$ z?*_>yw#2JMm!3Scc(@TK5YF+vWds1#OqaFAi4i^J8`=3CeW3CEjdI@c`2TeF6<}5E z&H5+`2BDxJQU)O{B_L8FA|V1Ioze}`jUb|gNO!0ppmc|nC>_!r(#QsshE4ouZBBUZ z_uc#b@8x;U0XOWu*80`VyfgE@(sh4&UcXU&#{;1^8zIKt{8vJ6gz7sIv$c@lfS6{p z&2v5E-@@~c?;I+iAe`?Ft=8SB%8+ln;sQe`16o#uElwGHA^oxNV+_=CW*E!Jf_84wHqsXY5j0t}xHHh4U{tkGtvYr#jNHERn<}d}xNVd- zn_H~{n%C_%88k>T4FYzI(B1kh*gQ;jNEk&S+xn(^_c7$Swqu^nh?P$dfSmj{-F(CL zjb5LbS`)=Q!KER32v#V;NECEG@o+218t%Ivc{%3UQfN^-FKmdF&Rb7L2wCzW(JH=Q zVZc@20kttKtof>z9UYtJ%te=ATRg2?yjO3YZSB-P=&;qBf_~$cw81}!3j~yWOEY$+ z0;U932<=`orahzFF4N;9*Mf5X>q58kWi5o@OkJBrNQ*kvEqmq~lR2q1`XpAg-+$02 z`foUS|9<%|B380-qHlP&c*JFG_9wpRJMH9caUHPFn?~LV8P-Y}%H)fTS)8A#F>(4j zZEoTO{N*<|_=}RKl~N?b8|+wA^1j4=&uDkx6z|K{T4tec-R`E4E#9@|2Xnlx9^xFN zR?KGFIWl9bp9EGF8>miGqP-U^Hi6ydb`Uq{bQfUspr1gKw~@+1ZE-wkKKD-M2}p&i zDM3wZSO+$m*_jFP2@RE za>R~od@xs9(9n_^D%!7b!2==Lu^*=Mzp_hwOB&)rdPx%0krrMm=|=jb~qxP951nM-Uj^%a7mis@9ji?jpu zfy&^P+mH9g7qP*Q*DeI^8o?r&%B!?c0ZP~Pj9;u4EkSqn8Cb3czLLBc89G%syfHuI zYiphb%%XJU=7za(ig4tGN&?YWoQEWdNfcg`yN@{Iw1`@OcEIc5Y9_C}VZ3d+c zf&XC`^r=$1h8Hl8fwW5Ihpk=R zyPu^~_#&KNmKqqD5a<%A(pf|s4@A;z@)#53U^3acz=ctkApzuf#H|UCX6<_vQ6RlG z>YPbfjCYa8g2Fiil#Jd?tAG?1P(x(K;%2r7zOzel$`gz^$cTO$LyYRJ=>2Hn3o?_# zEFPKu$-pN}?WAtJk=|=#Y`_tDXZY7rQLwF3T};Z48B0?a(7ERx0>Q<-A>j0Q77+>M z$s;l&51^!lx)2{+sY;>kSMf9|_4A-%=wGC7E*g^xL5`WFOwJJf543+o4Mc#qn;{B4 z&4MnH%AYR$#68JptaS|Q-t+%Fs*zJv3dpbue?4r+p+EcA`3tA49i2GlmmAtd%$OfE zF$!cu?XB0lfu`h|^leUZ?y>Gx7Y0SqDrB#C#T;$vm z5w_|iPb7?DZM38o-a_AtO0-hebSgSUr6I;9_Sp9a7?f>G(~T zRr_!4ZA6uOYIGK}&>C0)_W5#YUXLCb34ncmUuy(Zw=Vca^ylb^>Sc&`rkxG6F#;k$ zqX7YQ#@TbUFAW=#9nS`O{aj4F>-t43Xl@exWZUPOKQu$qC<60e_}dSHL`Uws$6U`p zLiF=y8r)&$$vY?-OS#2D=Bp+J36Da`dOmV+2})1il_ZjTNF*_2SoF>PBM`p_*Jl@* z^Y}5x8hLzN95A<$c<0MC*g|?Fx!wr$xo$U0Krv=kfxu4D)llQaw6ls9VG1y06?W(Q zENO!?r%yuF(0^DZf1mV+O+jskIOrcJm|4xg4#zXTY6yB*)nP5z=+PN~M(j$Dz-(J1v+eKNn=r8i#ml|JDnL@LViP{n*Ey*&4TiSg~7o=PSC^UY?RJkqP%?J!K+8sBSXSsc_YZMrxs z#{m?e@=B1J$?(pC681QtMEqgcv6;BH;wX1dnn-Vu>+xp$GfC$TY#eSg?W!5kO^$+BkiHn#Oo}9bMfRvh+1@E#%})aGZFFfNk%A zp0@@sIh6jv4NzUMy?$MAdn&XQ==hZ0Kp7c)rSX#SVO8#J40+cqv)5DTQUP^V!LJKS zT5fhmSgznApLZGs8MAZh9BxDA#nF(OP5Xka9Vjvg8M!%YmuP#*p(6A9#)IV!mV;wm zUv>4GqfG+E(jibYQkhH`Rz4pn+tlsWy9ocyQ3h_OL&M^GH2B`Ia8lkEI^DdH3BsoA$l$|n-OXj?2vYH&D|fBi3)Fn@-b2b{U$d;32xM8DA5AEUbr5A+YL{H!A8=4nw9$g4XwH}sA zHD?Z~NJivI*?|GtF&C#A`Ag5?FzZn5flp(Qj*g|3iijfBa?Sm+kWXwpaP1`&qeeCz zl49mPL@2)od=TEA?T#RKJ$I1Ribj?iB(1p4IqBsKA;gZ_5wn)AljJqio$Ugfaivos zQqoXGcPi14+GG4FZVN!>Epp%0sj1|n=LiSK#=4uRqdOr zzbf3XD9>M?_r|xyn^4dQcEZ^%=fK6-)I7x+UxYo?%~KCG90WL3ARYH1 z#|<;D3ZD=yGK41ir!HHMdZEc9D~ZU8FQw2o_(m!brJt;%VfW}~K2)te1YsBTn+D6Y ztc@vg_H@Q*-2u)<=aX&QsMZjd0_1L8}$(Lf`B<@X`q77V~_hi z8PJc6{)+{^W=iewcVDpjYuipm$B=c(BtMGCPsKcH6Uo(^$ghPF&*^sMu!utlGkKT7 za1|2)&#K%iHTTfOfQB#hGDJJIzEi0(QP`03}v91+Pn_J zDO!Qlii|<-T zWR`x%@(lU@w|M;jH3T8Lv%YoZyyQifDHn~viyaqeQi4S;@`R-q;4PAEn+>I|1mq)y z2yn3F*{TiCy`!;~KHq4L-3z$o?Ph1`hz;u(yYD(wohicg!(Nf6rkZO^Mi?ysyUqiH zR~L~n!n&sao9zXczdZ8Yp{Y0x{Ih)3;OntuJ7Zo6InHJ} zzP;JZutQu_4Pg9o6;yWIX(3z znZA^b$0llkSQU}DhMHdEAQ$SSilbPv`+q6Q{!gxJfy?I7$_G+pK!h1|q1_%wf?gDJ zc|F2^jL%i3;TNX^MV?T9luwZ~?k1Eq0<`%}XFnA47;QtPVDO@xZW-3OASxwi3dS9G zEG!Ok!#}+w47o27+y16vj%kmVX+41uykRv6VrFI;6rn%;z*tq;ro;aE*gXs}{p-@- z@HKTWigA;k4?a}c5Ma&s;GGE-FN4SUwgMAU!B=DVqx&QaM6aQpi^#LzAT*vxbXBo4!Zq8$}w-~{h z*Vvyt4)*^Zw||5_r#o8rK>{o9tlZ%6tv2v$o>6r%5pe~r0eRgU{fcK}Zk02xSMrTC z$_kd!nmbdrOI1mohv(6^RXP^Gp++Ha1KGEOdz}UoPdrET-7-K^WK@5U2`lN7HO`^R zDPWAhtDXVb3;2pkn(LUwhwKm}2oX?39_ldnj2B{g1+#yI4Rrr;uURz-Cs{3qv1R2g zT)KE8cz1SzpHJ?xieF_4UNnS3UwH;8Vq8^vyHmPWm9ST%CYlWptMFB#G?KTFL5tudh@3 zFfmjh%+hdVrX2G)|8$n2>{D~}y;G2cjp|bxuKHpK2*d{IJ@dqb2(g6iC;vRbu47^L z+tl&j)v__O2pLMYzYd5eNRpnK*Qy%n@d^&rF6FCUS{7FMrp$V{^mhTvy@cxs3!VKd zLg9(kpzyor-cZq^z{WRCq!30wh_Fb%#`|lo_OLpO6|E2AIIC{ox0<9pBeCFc_1|4K-wyhV|Q@YZP{gvQ)u@) zp;UoDh4cEU$FHG7q~h~|E*2)R8Mu0t?Wtzzla%ejzDg22v&Df?f40hgND|a{e|XfK zp;6v@?%cU!hAtqSNOo(CKzdPo4VB-1157U9JOwAITow!aT0kO?8fj7Kz$3rWvIb>O zZyhk3Tvh~xo_8UaOm|^70m>9-zWY)W;8gxtX=dXA;Tb}A%Wp|fw;_Xa9~Rv0b~32q zup(QB@=6mZq*sEv8vzvy+#v@05mpDM<dQLxBdb0bOh5xMsBq9~_C>Mlwjjd6mAlhyv7o7XZov}e_GKP~Mp_CWBKtCgiSg1d zkU8M++AW&__o!4s0wNpCDKwOp47I?8VbH9DERal&CA^&YZ%v>Z)~b_TEAzsxmAmhl zpB?ePJUEu|s@Ju9_Cvxbny0#4`fa~b*w^dLR|dTV*id4a_Sgp_d?w!0Gd z6?o-HkPp99r9XvL0#R*^Kr#4{>Tj#uzWb22*!5|Us&DLmA$|~rSdRgF%&y9lf&pMs z$}+P6`O@)CNdAuudmQW;fF|^tSxEPOMcPMZKu?u%R|t4+FrGQ3L!8s@ulkB#60|xt zo)3k99(FG`Un$ky3>C7R$~C|_y%c1Du_V<|lDLaTEZ74s4iE#5YF}4Lm#6Ile|}tZ z6!Crm{=;b}L-#LD)z$Y@N8FFFpW{IT_ zQg|nmIowC|Bl!=NJcEq69+suOuT6=3JbTK)-jYR&JaGDhVy3E*3N_n&mN}tw$c-7DT5b+&&c_at-kD5CE-yDRv*RjnX$TFAmVoA;Br@La* zVrfzp`!bscLfk&^y@^48)Sp>Ojc}t|%vUQe3o3iCvjs60NTs^}5HyKRSImrYD7}^c z8qxxH2k%bg8Q3K@jp8)|ahU^r|2-i6+5Z7x&&;UuAqad3Rz%G!n$T1{TUBi8vq0SC-I?5NPzyqUQwR z*c&QG`O9@WUNX;ypkA=^0!^l23OYky5l#>JfxG9y@UWN{1W^EI6`-1pSQp~dw8%R?jdZpM_5=VYqPdMl^p|iq zCj$vn_g_$be#)b7=*+~c<0&4?5ps0;)Q0{g?kwaxZ;~gnjy3h}9fjW8e^veJ+jV-4 zjWJh{g8h5?Av62$UjBVmc(yvM>3`Z;q2|t3;8f%GRsa>B2X*?ECI+URE#LFrmKK!7 zL7ANRW+_)6Wj%|Q+enGqMo+i_j_Ki|;8WXr^|3^k)j}mGaHWN(O{|i6t;F3o50Z=L zpFZ$F#`?eYjlj`>q*c{Fy<67ymtn}euu}XF(ZU+c@rgkTr~LJ-bp^Qc-ro(p_+}dX zJL-*vy04cO0p&xNl$)2u>r3dmaN&qGKYaJr_1AstUpJ;p6PN5w&IK=ts%t|{<*v1dqk7b=t3-cnfv#1KrCnOR4`%vyGt>@Bg}q$p+U#)*vrY8U!fc!8FT;IW2$cdON^k!!Y+Iiy19koqf|K?FT zn+sU79e>3(|HlpZyBk++KwU(HOS`k?Xv(zG01yV+g)fHUdW*%6&cr5^vjs zPeEqVzmr)glSu<)9o2BGgSD*L?@3I=z(roWL>r$ zhj1`H@DuSAZ!%ZaE*T2ovB-`E;-0AK=15#(DQ-yC6OV8qQe_)m0`|IF6uK@HIwOoSwojHaVRpRGZc<(=X=O$7JF=>?aj1 zq`krmD8puGl*ard5Kwmp6z)GjrDRY#SYRuI;-sYN017^ibKC{G z^#lN0sc{0aVi!ayHVc`>igSX7K11^faj#aSv^I)0HNp4Y|3+R zK$rhK$S#>UwOX<4# ztRq_^>9u5XER=>RDWVIs;6iDRWShp{5=JNmoC|=!pr{mpa#3%sX+eW_0t~e9nj3rk zB{4nD0f>Nicf-;0mIuxun9QpjOGHL4LD@aPfN{!c?+;mu#uCIcUK+x@x1ocx`o>P$ zCtW4v9ayDoz&nXgegkhG>O0MSK2^3-%A^AREXHvUV-KLfwG9i9R{kvq5W*Q%F~z*v z@Po5@L;7RuzQ!lV-0cOe0~1ytYz#e#5~#l6uvG#a#r9Kv%j{zqfjBJRY|ufU30Kl= z+=XkWt|Ha2I4^GCH10#H^yXR|05{QwiEh0}*WYxJ1`@;PxtL3b?&UgF@8}i_{HR|F zLVI^^%YWWadMrm6?OoPD(JeNU#L9ua{+ch%zePktAwUwBkm{BZ$2ZRQTg2e;M~d)3 zeNuOZ3g?C0rO^uht*Y;}zOm@#DxobmNbDnA9!zofOhNrdB*F^pr`N&4P;quCs9#H& zN6e+U_{h1#2MY`65&XDfBTI^06R%qoxhAfi96Jp2Tv#(}dCS`J*cb?p5F_Fn22kr$ zb1;;j3OdU?NDnF^;-J2@3j=#R@_xBJs$Xu)<9-Ym!>j;i==DMXn@nvRM2cr>P|XmD zoM=N0KFz2&r?NiRQM(Iy41aYfX)SDWJRJ3C=6AqEv9Ui0y3)>x4*?$^zl(8Du{s+| zBrsA!Sl9k`Oa46B_00b8D^p(nODgX#tO{Ejxu@SevA+)2BUZN|LgN9dK*rcX;Wtng z+5$#CTR~C}PW$Ht*|oYuJJ9jq#lid%0+8r!^|P$g*os zK~6H3MXe|b8Q}dKnN|%BxU+MxkG1vW;RlMJ$e)3u&p^83diC5JU^=pwFXi zcu~I|2gP>oP(-w&X6e-kA#)>$vg_AvuG~yodyTCwjR-=u0vD1&1gpkHW&r$pcIU)} zI1ri^21RlAe98?3jn;Ji^)=~Tnmo`D0yR}jyZZ)b7i^I`3#yf_rQ5aC``XA!l@FUA zRw^a3`Jo!Lk496eGM924Q#8~V?h5~Ao?(`M2{@TK*MC@fZ&uD2uDUEPb#7TfhY5|b~xZ-;h}rg9Y*YG z&^6!tp^TjmR51~Z{63_Vyw~4NnUQ-Sidn!hM%Ep<7=&`E2KqW9gaI^(`gY^}Xb#$I zvp`T@4UzqgxkR(7CpE`Oqm}_Bs9_IzmYIztZxGtQnld;%FoX@OftIedu%kj5rN)1J z%)Wt?PX9zh0EHZbj}Pj4zcXcjdOYeliO=b=zdK%01#d)RGZDAJeS*gR_B^Q6(n!D!IB<0X}jK&q0xH znnHSr)7E$2R^!xo#m^?5>+#F3^jk@mJ(+4e7fJ>Re?V||VpMN2R>xWzA9RyyD2Q~L>TZ$wGBc^g*+ zfci!=%5AT}4`o_J0L=9HX|lfEAg5sJ_&Yrbq0(%>+=-N6BJ<%>|{4=OxvafOYNK zwG(hF*ZTzp?drY}#3Z2x0;Bm@58^$t6(51(p^27nqKXQvc$7Aqe zX(L2fn7jnX+%*dmz5PH&Z28v%!EL>t<$JEC3zydUny5rKM;sFQ7BcdiT+ud-pt#WW z`G{G_k)P1y>DB(xemrhzYX=sVB@%dZjBKda(|%(|=^JlIzZKX5-feqM=sV>!?o1w6 z(;H$R1D?g2;;n0BE=Au6+!u@M5sU7X{~Q#kbbd~I3Ai{y$WLM_u#v~$a<|TY&>qX6 z&$v&2q1C;A3T1gq4OeTsNvUNrNXTLz(YH}_8$8lWTKV(%YQxo_D5P(d_n~%GR8IYC zw-%ru_t-)Z{jHfjA5zT|m6vW(Y4A2ze{CT2aG+h8m`?gS;6nI2 z0{pKPCU-n3IJs+=*04JZ=upElCdbAju>w~i5{(4jH0zYqlpyY*T5}PAxl7YDi?Ma zha(Cwm3QZ)=0Mj7zi9;sT=4e}AQMSQaFJ_H8!!m3vB_OnAo#tj@c+GWXqHZkB#PnC zmy}IF7~Imsr=huxBx4oGDy7mhIjL`LjeCof?m;=f#F_)5=d-^Ao*mmtKeGSFbHN^F zpDX6_$N(zmYgKPVed%`ihj=vLIK>5u<`wOMtjU5d8K!rccbed2J3U4%YoFk{(wG!S z4Vm!A0v=ypoUK{aa{VRtA>|qJeBN*{H`M?xPH_uT_1;fLz*BqKTM7uiH*zZU7D6WO zM_QD=JroL1Ak#*e1@#`*RW>7beaAgG!G>N5a+_v4=o_u@QC2BDLZL-P#LeDyn?3); zd9M4C&0nJ5e~Z0@FX`WXsiuL*@7U#=CYO&NClV8}{Vv8}M=UaKd)1g$g;Ye*PtlJu zPT21)vv*9;!Gu~Zzsslqns<_F?0^u*uKmsYh)cGEz=Bh6{!&09zx!@UyBKy0mQwYH z(+vjUj~_9kxj#_%z0OMoe$x$SS1|r>Dk=mb*z(KNB?d){p=Q2B@~(ZQN+4f1LW=s* zLne;5L+a*<_cHMp4_ZtaLr2MbEZAhn0#4E<6jnw6sF!I4=U>!f=eR`R7Ttpcls>gE z17~>MjwG65-tzSZL8^6QQ`w;0;$5c$@Nl}iGx&N$!BqGS>6wi5X((hvSG}40I_#tF z^*sicL>`Z6%{JF)bkGl;yr;`7(wz9f6Z5Wpwo{i&U0ydd1kBvmyuwc+u>yVrvu}lb z38`OUW2d|$6j+nRdojS%s13AbG0LN&eC2Hf8`-k2T);RyBe(q2k*ag%x=ikDOrDLT zow4iJXU`jnc#KEM2lfU(P~q!d&@veay&uX~WQ(k;B~eOkY2lM~CG}R8<7N5Bz28fk zEGg!8Q^seqgmLDlMT8vN)46;C^(zGxEp|DkEjQ;233gE|i*inN>c^ubc*sgBc_F;| z&EWA6o|?Wz`C<`omHhM~%O~8qK9TmPSy@>zYy-f-dY)7g0)c^&kq|24W3_9syica? zF3x^HR&@WS^8KRgl=!u`#vvRE z?9mJmA6_2tZbCnMAAsUfbjq&SQ2i9qy2MZoB9(;=Gaw{2keYPVs|R?yuM`v(au?*Z z2t0+vwdSZ#p$vA|8(kG5Zsjmp$Bkrnj*{pj` zpAf8yJ|z@C!;qq{^EBfzcf;qdpT2b5J@)mF_D&?Tmd(9Q=tK8uc~Fw0gVPmOWvQC& zWR|hZMxSJ7PG^{nk}G`pw&hnHd3EbV23h{C(l;J@Eyk)6-pK}3#^OJldBq<;eJ^F9 z_8}lCTx=g4Law-u*}2<{g`LWGH{yM+aMZS#_FTXoKP4Z*7_S=>PQ?^is$l1+OZ;g@ zV-jVT6~;bgm@G{qLc&yct1d~TIy{eSSee`LL{@{dHR^2pX~TZwpV#MS8;%{-vPerm z%|)q7%Bp^$eRQUT=#lS2z5OY=80NX_+u1n8q)q%_;WoAe!fvM$%HD1oYYz1OKzZZ{ zrJqwpe!r*#dUMP}NHA+g$2xF9I+0*s(6BAe@ea-8ecJTT{$i&j@1~C*jZfy|_VmaX z?-%o5*;JBDoNZ5}Mog*Zq~uKwUls%7xO5VUXON()ZxIxK+UwHm6#Uxt^1$b}M^4Ah zJ854&!aVbH*#tPmnV)DGEX9!cIC=!n&r;RcSDN+sn1J$64YWCpnkGule<7lf&fH;V zPn9FYwqW#alI*LDS%`bZ*MuHiod-yZw74FOzscLlva1cmW*lM#kHBzoldXhWt@fR(w{nIvI${ZY%`Ual;-YV zZl+S$_{Q1R@lY&0_rw=&MBvL=fG}?MG|9x)CiusU`x%>~E^Mr)QpA!JSOz*e&U$N+ zD5S^8?%{bd-9yXpa&r2g)E`uvI%zNp82Q^2Zbt;4A|1UNV8dzHMlpWiZG$_jJS#vruNk~_q$e!hW{mFXYlmJ-$#YI) z76JEj7?q36R9tJ2+P}b>^;BYkLmb>Y%ewY$vq7bLyFhpxUdp zOVW{#s3vXZ5hKmEq;>hkd$K$8Q_p7yW~BC{`beO*ZOMsQLrN3<30JZ_m%|`Mn(cl} zf8-rpb&_ahvx&PcTVK&EZh=j@C`7vT@eRL)27#ot^*F`(8k=gHnqyqY3&LVUFE@xj z_sJ@qzrfQIH2eJ5bC)_`C)JI#85M;tK74+A)QeDY#>=Rr!3&zrVY*rBr5p*})ijCd zap5U?Vz#7dOJ3rtZxAU zeFEnR=SS7c?girqlxnR~T(_{c98b`^*~XqQaPlVgq>SbyQ<-pRss8XAp8KP&A8j?i z3PdkDQ_Pn_B)OGv>Do+bGL3*+;18aFT2Jz={o6?`o}}9Ie(cyBOnSBv3N|;7!6`yH z`C0R=S(23T`S@SgSQyM-=YoPm4!D}b;qn{fXK6m(B5|3kQz0}xvQe2l zqlimDk>=Qa0<9M_lDnc_d-RO1G#}R>EaKAd&&ek$FExGdYz_1Dd=-2v!WVT~zjS_B zWc}+eYLqC7Fz`Vh?KA0TX{rpFRE(rpK&LcOc$OY5IVSW=lTlsa;Kh)oh(Te3%j==HDrbFAvB zK1zOz9F-0xp+~hDC8e;(AE+`xQM*lEM^8O0PiwwGa)jCG9>4zED z0f6KupwrXo7E+u+Get_?mm(se+uA_^rOwWpul@dqEPr#p6cuK=&0|;tZEG35UE2|x z=gIEAI(n5?n|c8v)5!$Ia+i&u4DmwRXY(TW zP998)j(_5B(ilQ(Ev@s^H}t%+!DJOu7V}6b zOC{y$zQ9=>LL(89d^_i41bnASKZEB<3*RMtw6U0x?~KQ=wUO`gmoH#RA%A+R21^Hm}V<*pnU+ZUE84;&_V%X`OW=-M96a@ zsU%v7i?Xa}oupbIyO zTNB6xTu}gfd|x8Plqeb9lxv?Llq zlit&RTs0)wrUfXdC@d=0do_dhfV|~9f(k;7?#VHCw7HR~>FG!fdlltRj@D6vZq6ms z5o(_SZ=k}ShO6C-(AEOBavi`|bwGpjJ6NyQJZ9-@)6#ht6boUZ6xSf$X@8`^?7TP%Rj=iLq_xqw`h!J4^HUQGIzI7B1r%$#8(K{RD$j>68cRR8kVJHpjX`@9nR4cyK}Yu&$n-p0F{skYod7 z!KVv1%+2VqS(Ub@ws%}&dP8%OtLdVUyX(LK6>TSs_99Ol3N&x3Iubwhjd<$0auOE^js?U+#^MP!3w=I^3ErH<{_*y?x8CRqSkS!^|ZiHIcEk{mIh~@a%2my2m5>M3sTp2VQqbV7X}ke0>ouaR`rw)YpC<^{O9o&W@Io&MJHdI!2jwf`2RUg ce6DO!hxW#WMx|4|MSxieF_}AAx3#_gA0`xYw%jnZa~#Tu zn)`c$!{t(i-D0APT4j0PF-R&2iB{*pV2I?yPJ6^4!qYiZuc$Y?@5?eT4WCFe)2A3+ z^Y8DT6v|P=rMTL-+o}r*34wuu+6MUkB3?a%`gjKbyg`8@eH@AUd;yRjZ(x|{kbNH? zAM2ctRW%!|u*u2E&Ar!$<0uao^nB)S@jlK0=tq5zn|qL>fKW;q`owpr)G>7zinIKFCLFZf>sJ;pq+s56{y2@gx8M z;-BVVoTlS=lCrXe{o$BO%F1XJ>ec=Pzyso=nW8T$WvVi_?lVPlMe`L}@Ct%_zaPRw zLv!Ne(ZZsl*#GAqhiG4myr2GQoQWm1jqPX8Nz zC#f%`YU#j*kfg=WCpl** zIr&VwYANvXIFU$ny6P<#3ZdXJ#d&fD)ZkKbCHj}P`k2nMG~n~j69SW*>Ceoxv0 z@svNvga+WtCkXJ*{xSX(&iZt17~F5D%il)|gIDVL0tWW+ z1pvta)F-5D?Xlq^+NH%j(K$4V$Y5(@KYX-xgEorZ+-A~&%@H(X1|qg983tHaHZ}Fr`6IJaJ;=;V8&h~ z?Y%pBVsD;dIy$d-*Y3yc3F*)QM9HA;gw)Z!6ME|E029T=_)Hc9@0Rpr6-;EkyWC&f z8*b>JP<&41^4NaPP$zS`FCml5w3q6^5b$S-ddNO+WIxmkOiZ8nFkk`C?&8$Uy2O7T zJ``B}Nh)iqwljspm%JMTjtq_DdFB^@!N3s#0+LmJP9uo-Vw_9nbbc|N^mFt}YT-{n zQKw!{N=!$V_6R^GMc)4D!zuB_)0O!kw_p?&0{mBFBg8(hcm_md?{L(HwXCmb@6R!Q zNk&F4!+Qe&fE56Sl?!<#A0aPs`H2Sm6RzBeh*csi%f;%Tk7TaLK6H}A!}}ZOahNRh zvaRc*-)30ib6EMR=W>vO50S4Q0Fqc#Q}tqQ0G(2mKpK@nRf&0;_*GIY7&nS@|I?L5 z44hEY5b+G}-CUv6&E!4hp(j(>%%^^67(paOqeb~LSUC5sMwT9Oq~V{bSMK{Y89V39 zjxS}2a@sEOq>!2!Yyc9_`h?_kC#I5q$bRf7^ z(2)8eHBNe^7nllPkV4XB#&Y;fE2rgn>c;Heys8X6f|(pPYwo4(*p`#YSzs*9h0MS} z1J@q1o9%%z>=gZ)p;n9V2ibJ65FheYs8Mj^?&Msb`uRfV{gPO6#=NojP+q=G!;7=` zOcc;XisZ|FeSC(N`t`l3BEzCvj2a^7&E;~0(Db0P>g3t`6fMi;_iZ0~?*w03pMh}}hpAH@%a_JoMmg!`u^1i79}=>)7y3xPFV9oB#`XS$jd~bI829Oj zSKqk-aLN4KR%Px@%F%xz^~;Klc;eZZfcUBrX#F8!TiTrG26AU zHl=9|`FG%1n!{KqE18Kvkb+;V^ zZl?pJ3Y}Kf%S#rMQ6xyi=eyIxWy`7p$}G>=`EreKDJgG+eB|Vp1`V6~dU!KfnJ@z- zGPqILnD!>z*P{_lHQdW6RG!;-Yj;ms^O5H~RtC~3I{eYRgNsx@z_e#abQVcL$`}_l z60|XHF7TB!B(f%lBIaR3qG^FO84e-}jfVF1^~vXnMVjr8XM{yFD&z*PIAergUS28} zN@MpAnwpxzQyU!iV}f*vKT`jNYuKcXCw|Iy$jYyjpNFNN80jh$K4Bb-g|ZR@7`br~ zBJ61D-QWcEq!Auh`c{ouz&E6KtDDX^+)SFBZqm`QQsnSQL-3CPXgpxasi~6H)zvnQ z{r&y0_1^28cAEg1H1;a04WIc;AT5i)t6+)WY(U~LW#@^cefW)L z_euQ`+x9w4M?D_UA2aY5fKH_pO{aM~lVE6QNIvo)^kkzmYakMrauy5`pIiCX9+g5m zn_jD-iDA`l8@>;}DTT@x+y6KA0;2-H?5lc;?q@bh$Y0nMtZ<_`zx8Zd@*kRLy)zf} zq4uQ2<$qV-h1@HK$qZJhdmFTkFJT!&hEM~*zXRs0^z^>(gzf(QJ3W;rUZUF$ES=c8 zxkzR*guEPF>&>Lns38*-6>Zk>lu#$a+)dt`PSD2TyT`)kHI;KB?-vY{t{|8hw^t0N zmY4hT+A-)+r!B>5s^{zR7RuttiIRivL+>5C#A)3qT~`O~zo*{tmKskSZtAIOGlhXKSsEb{Xe}e=uV}^8u^V z6GthBVWkg_z!LO^)pUNXlN>cU(})A41MFOFvz0hL%`$w)#7w0oaK21+kU_9ALy;76X=W9YXu( z*tfv8BC@Q{S;WXQOl~+X69-4@3^BJyyopJ1%PsSgRtB?yasD7y3wTI*`eWW79ENR~ zaD3eK<{ZufMO)+)`n8kQ;gN*6r-50l8xkE*PC9)8|GQ}8dP0El;i-DDOt+m|R0M6l z_cJd0C^~`>|Lcv?$S^gHB#la`h@WptMjZC&iRlt2Tx!4|c z@}of(ynp?>WTVJr` zjw$5T?Z0MZE<7y$sR^d4SLR&kyfVHF1d3XGc7OU#)P?_OmH1+IE(xa8SS;2QDpMRG zVh16w{rlvXD#*+()u=5@dobigQEzpzUbxk)w}5pHxC&n-7+{bT`?T>zhx(SJzE{1D zHsQ@yDAqh2fs3$$-`3n{d?xjMN6#`M_?=t-X|40H4obs$=$hSQ`X@o$dc%XoCCQJR+<5?A@NR~KEissxnKmMS-%Bm<_ z0?~s0Y_}J+5r4}+q0%j;Z}!o*=^Y{9=7$Xo6{H50%KN3N4qNmEUhHF;iU@kd_adY6 z$!0Zft~6dRjn1UQiIyS3YLR#8DH5v10`vZ{^)u!5m5hB1|@(>`28JSO+_KrQQ=sTgu?@-TT$AN-a_j3h=d0g}n8gUfaqE8Ec z>3Q^c^*2!B3`S*QPfuI#vTS3vF76Lp>M=8NQ*EbYfV{$00e(obHi_D?Zdo>2!!^iwUT!_cQ>01*H%v)C$jYH@>?;k2b874WP|=;>2Spnkwkt5-;^T)$gn$%CVrM+9ADG5(CHs_|FRxxV4dXoIT?>1 zJ`s2K6Sx>Dtt#*r^<20+it+Rl)8C}El2lSc$?cvvC^^y4-+SDYWp10Tah30lz~q-6 z{7KawlHu?1#THKaN3PDVgFg@R2U2D1X+jp8OZy^cz8ptwUp*PwKX2X#9jo+7Ltey^ z1&t!$k+3XK;6`D19Bc0nu-KBB?lxPPjvapgke*s4@isBWfX` zF7NN7TqY^{NTM;x9Xq)XT*r(DrE%~#m#&IWUTz^6r=LGhaGNWK&Zw!%kBdYWp`iac z45u2`Ipp!aD8PA@--L&)DLoq!u`DqZ>UlegNEOi_B_3h5PM6mtTgUH4pl} zMyel|4xH+t$$q=)Thk-NB+1P5j+NBxj`LkCM)ImHeN&HYk98_qr%3bh;+$DlYOg_d zdmp9bmt>2Q%y_qWwq>6+5slcc#bn76bAMxbIWr1 zU)*@?68`PO#U`QM}Rd#(aI?}}iBqm7vF-MR42 z!NBE%vA~#slQmLUb{R?79g7EPCK!35vz^1-kgvlZ(E#ozUgZ7s{K>As?xw102VNqU z!y>Zff=MfVGy?Y`Rzz8ukdBrcx(^?JZu%2}4uv)E)RT_IkE@BhMc@Na+2PO8ljxNv zyfv^6tAv)x`qo|PEhf_G#bzVcN!TMbxA&e}Lz-Gtmr-MN7t$9EMlfK8_JK~%M)&wj z)5;krMiJ)ZcO^SEk^z+!dM04`)@9}t{I?|!C$Mf{D1W`yjQ&q~eW6^$XSQ->H=^o4 zVZt&<__spWWA7Tgr80D0li=cJT+V;3+3Ay%)iXvGrn5KU%WHNNNK2IiW?tnxzQ-~Hs92|CEo+PlxY6eI^0x7 z%Q}x}V%Q@qaT_=yW4h|yPyKiTUW+R26hz=H&caO=5Lmv^xKI9RWS-HdU%jZlx6!Dq zrbkSU@lkcLeTFO8NK?He_zU4TM#{>y*4g*%XB)mhIsg=FIx;HjJC;OX049ZfVdzn< z^+Uox6Ybpv8O(4xA=<3Afx`k>x$YSGj(kfU2RV}N_bm7AAYVUP7YC)zpiW^BH;py_}>S?~k94!P;X%NF-Fv zb75z&C?Tdd2<)7A1*Y;(a`~uBfi-kWw3eRg6UtxHNt*#{WyJjaW1?Ibniun9{S%ij zlT+9%6I1w^QDt3R(!wcut;GAs5Ig?Xl*5XZ9P1oA9N3e{=SA$24XfQwldOIR_Z0xm zn)~ku=jdvaaQyM*>|1dbvmTBhfeV!JjJR1jdaN(WcuUuT508BiVd!pfK)Z|#s?uAN zzIxAH@bEl4m)rvH(bD3IH7xAbesaw1I^4=yFZbaTlBtesZ^@uE>Xfg-?)$9p_Nb2z zJEA!X;|pW3Aiwyi0}qZZfo=~D|%rdj7l_Z>swb;DEja&h43>DxQ;43 zFn#sG!6zX|_lqYwZwI`Ke(H%d?cW%8C~@K^jRt=v^F*&2`At+nm8IXMARrr5oyYGg zRfbQ5B?sQ-lz*88B_13v?J0T;o40PJs{c2e-e#hE0QXPCScxi&Jw}>B;UC3H&zj=B zKH^2>)@!|&v1Me>D~;ySz(-2nH`(aY2zL)Bzvn(|@~J}hZ>e&tOSJL~{QWSr&wb$X z+P;9BU!PdGn|<9Exg3?~{V7uC!oHo4rDlD?y*EGkdWXgtU$oWKn%F*Am+bZ>!%O6q zuQw8N&C!pOW4luZvLjHq)51~+C$5v zvW9j%9nrQN7N!Mus`9PdbS!&HBtLY6i$&*LfEU@(RiF@4@09B)p@z6*|1~rjQ0K0+ z%8?01zbO+C24fT)eiHsG( z@>!GSU70|p6pRNvnpaud*OTOhIH5A7Dg&9aCf=3w+a7eX2L1@vimddQ{VDe@we=dm(JzA$Uv6=;q(J?dAu{2lLKagc&VzT|pI3L?|H z5$o;CwNn^vsMo?~~v17z7~_QIdkw7=!G49u=+Nx`k>4Z5o3 zV|(8z;a}2B33I#&31(NdDdu6rd_=+2`yX3X{5J+GX#i#77~uM$fL+$JY@q-u8XC!_ z^;TEgQuS(*3hn0U*uiJi`fVR3Pk+-e8fbqEQcDXR^RqaKNfdKYLEgytg|t%HFC1>i8;7Tj{X?5C0mlUw zrpEAjprA)#R{Bav#tdT}37o)PDQ|Xdng*~dX}-5+Xgi>Wm77I(2Y5ryh;=gVwfi%! z2NuaEi^J11q#=`PnQJ9mk@`rn@$1!Nb5QV*X0En7TpErzce6*bb=X6?NSVa-xrb8F zMzOZ~@V>89rw>MnYQz$&f3gC2mt+r|bf%`$!K7cN`(JDvZl~ho22j9GsZ6!vV3;zC z_4VQ8#A=Hq78J#Vg@uiejTN4nnleH+pg{(udSH}Q`KKpAvGjh(Ten6r2S>*eBMI@@ zZ-F0qL5-`26c*FzI`bLrg*gJ#Pk{@dBpDGSXQ3IK-s895g{BuSy0_lOn#$nmr6vWX8Iv(P zgb(zWyAW5M^M$6i%6-{0wIydz$1mm)ed<1phU4jphm%{Cl4v8Z#csVXY<8`08@OfW zx`Qw7{GE9X7w^{`%IK9FbIssT-1McGnvI@3<6gKokUkyQjdM<|r|&>Dht^IN;T&{@ zQ@A^EV_ibUwF^i06}>xoh#x+K8!SHjhx=YX^i|X_oro^4+izDB6=?qu+6cmvPwY+n zS*gF_Cd3qRYj0y;e0XB(<>8=&`7=}dW0UQR|7QQqRsyLLkLy`}QI@ynZ^!2Ij^|>z zEdJRRXUi>b437zc_qM--E1`-pOf#d0ueZ}Ob58BL^~or8ip=3RmmLW@8BRN`%4j6f zmkL2bi@?hu{9c!fVXB{igma_1u-rsgV=CeXvdB~A7?O;&xIHp<;+Pslt-~lS1p4YF zQPiWUIxUL>_Qy9b1FtQfrV{rEJ1?VF&PEbfzL*`47FD#jO#3GShax(q{zK^D8*A;3 zp?Gi~Qns%43LU&#GbGVkn;GxzZjzsJRzS80xYUEkzB5E*mKHC({-c|I-Kqp_9K3&0QA4Zc1&$dLjPG$V+gk;I8+&Kp!n6m1|jDbusK)< zDA#Far&s^&YhY*y^@GD<_d5`j-qpTesL)D!x;rgRXhP{3-;T_gLx8Pgi9KV- zz$sC~r*W*G31R&e3?CmiHjnOJ>Vqz&t9Mpi0A;&wk&s6cBx}jmDH>%Ld9I1I6{k4x zi093ar6YHMQMF<#T?d6csD9Z8S(rc5DaODF-aV%mVKkV;@^@>Hl0Ek#PU{mCiA-sH zuB)wVwmptW@Q~NqcDN@$M!SLQedUZOeU9{lxzm06kU zTX}l!*a0^URemldZlV42_{RR>*RsjuZ>ZXond?ZDo+0c4*6D>;Nh%aCA<-&0*l>bF z^MJ5io2%X7u>0GSC8Z`aFVAeIV$le@ujlGo8!7cz^qf@=V$@LtD5hZ0;JId(L5pUO{9N7(JP>`SIKw|QD3xBr*xFy&>L;>XZ_05RP>o4`ZW^$EZ8ExokK5+`fhlv^ zJCuq&1U%5)P*=tT*rH7cWnvWiKsVauL*Mpf8cM668!AkFRcA#(RL+c_ZF1jE5E?nO zzr4Q2ZbR;A`)t$L@)l;v%0;q;P@NbZL@CZVGJ+UoP^Zp7wP$YULo#mPK0s}wj+e~# zHSxI+9aF?wTS76noBF#wS}KZ*IG~J&v{l>X^2WDR*r=^GD)y7@g{?GR5M@Q=On|4< zj^@_YI5V>S*cp1=f(`x(IY6ZWR|2fWhF1Y{`c!R8EEw$9A=iFa zqfS~G`my80=iICrlX>%fX24+gE!0~DjRpRY-N-86xfKAZ4cF9kmDLa=x&d_e3CyF; zDID2_X4+HiQ06Q!-qTVw#iUcWSEW5C`ODow4%(o;_rGprUOcQGzAG^5FT|27hws{B zel5z_qh@3BGBNEt$+X--5GUc`B%OBv*LjmjD=+80jEVld6QWKu>VAi*$N^E-7uoib zXjw&ga`i`SpLkfvWbAbF=;|2NUbLVVa~_{G}g(ezyC)#EfVc7;Z&4?tER4{1eX?qpoFeSUt z9Ucx;89Fv>5A7Uxj`xwO`ctlHK_h~}H@8g_D!?R4M-K}iTI`-b@r%U>%L*P(MQzaB zq)N!B*9Xo7TinJda>kYv9FI%#BG_OmaYn4ubu^9}l7g$2Bezw%vwHm=Sx=d8a9|DO zwS@8=%t)zg)Hvc4cn@K(7QQJiqocujZu)l#*+I*;GVY zbjt|oLt;EiipT)nh>+RP@fO~Tu96c-P70JEy8d*KxRT>m{Ss&6SJoc*1hQg>#O<;d|pB; zL6eGFg z9Lz8*nTD;{S4_-z7E$BZpSRbtUq{O*< znz`{Bq&eZ#zL9>a>4-6{Z(ckIBH=>(09623aa>~xbGR;}pj`ftC(EY0qEFjbScqUWCN4nI}+E8b9Yh5%Nq;+gIG?8_f~_JnX<8 zk+=&wwM;@C5WG?sWjn@UF}pN^>;l!3Ac!C}A*EaM&mwM$eNJHHv^H$hn6P8Loa>%5 zKZLjqpY8Q>lS24|D7@NVZfaACW2#u6_EieIl(?Xvo=D5~MlyYR8@9q*-+)EFfhDL9 zx`C^4ft}u8R8D}exZ>vy=3M(}gg5jR4p%KNQOZI&`dfxu?*_@LS~8dMp{as+72|MY z^O|=0CK(^19sch`UtfYnAwhlvB!C_mm>Gbe`X;ygOqf=YS+ZoJI)g_22(zC=xvDWM zVX9z$d`en1yHQZ@Pqgr{2<#M+_6u&vp`6|*HvU?7@?|5AvomYX>IPqCa9zkH&5L_O z*&G(zcf|bSdK8cuiCdac7bdb4h*)vML2dJel7|@!zCn+|hbYRlZJjG+*N5iQGe8{- zGW+u-w5hW1jf-r^1;>?w5pYW*wL>=MFh}j%b1urZIu-5F7t!9O{6BZtf*yIzW)eoo z@B<6=<gRBkCil3E@Y3CmQHzg2gu6Y^3{xG;*9*E?BlmCrMOyJ z*ZVI$fC{DeEZh!2{o35ly#-d0V9|K7x01^%nJ7c?&VfDi;l8KRahUM)GD==CDFiZ4 zXg@|jKzui~vTOmrhnLDX+PcKxoFhr9(@h&QOsXM;?6cc@LHI#O8bPNkKzW ze;lQ);-M>T)_86sdxBhDEX(X4^(NxLMuANFQA&b!S^n8Vsmn>QN_tGvC2i7CN~P%y zRDddKb~XO&PVXHs<0~aiKaZy{!iZmYd5-Ui5R~*W+R4VHg*Jkb))1 zf(`6mLbZ~WjTJikD2B@y-A9*R1opKfTw86_pi^Ipy^>tA9?HmE7Tz>1Yu-X#irWfl z!nGs!tij-G?R{#@bpz`R^c{-GC{&|-1xtc2u)g@&pC*OtMt`Y%`*}z0FA&UXM|R%$ zd<+kr1&V2WtZSz0kQo@w@TM75uRW(G##Yazzx%mHBLQf71&`SLzu8K)HJx>49S|F; zvJL3GP4~kR8KRNpq)6=$<{Ttmi&*PV7%jLLDs;Y+YFXR{Sgd4DIc?#7D@(gVM7LBJ zbgd{(CEi*#K7)IAmMdNH;%IbWl-lHKZIz{7A-CpHQ0E!Rm6bwG)E=#EZck9v0RE_^ z2d!U+n|VD%A1OUhA>$-CWOh)p#I^BLHsYYgY%YB!Tm^dj_G-@~e+Bwvgo*GAi@{o!tbq!(*a(Vks4{>LJ^E(VUp z`xS~q%kF1!Y&Uz7-tYT^_t#{j$7f)8HmLAHVSG$cvh$KZa+ZaRgLOvt`cLF{^YP|B zu_?`f19(uNU~UY9veL?^nu!>?8(y)C`ARy3GcOT#-6dY^Vppm0W$RPoy!_nk*I1de ze8wJ~F(8lTsejUSsCNRNOMa?fh5BqCVR&5C0EUa@vjw(i==6l4RZ*C*({}=MWhp;R zbSOktjCG}?Qci30WUXbiFonu)w0?*z$cH#8#*Kg})P+l(FtN}5b;Z-Rn{5M6LUOG0 zDQ^h|CcC)dYW%}fn$U2*oiH7FA<Dska8~As*!9nKz-xxu0#UK@2aIA)A5+pl=etM|Z%<8WwtrZOATxV98amI?qTMy@BMOob2U=<|4&DUlO z|M)VTACLDb*9{0tS?0<{K7~LD4S!aR;0qaRK@K4l`2v6p_~(K zJYw%w*5OE5IXZX!s36pE{Ivey8dR-NLCM=*$w6@Nqun}Oh1W~R%xQzgIGyCt1YL?G zvu&HUO`|WwTxGrrNW&SQYW=V)$tv7{!o+5s-)FS3M5mKSm@v8G{@J(lw@7ulZhPwA z@eCLuVC*@^DrnZe&`2HkPRwCpLU$!6W^c6D!SYm zRMO3KfZj8V<`di6+UnT|MWvk9^LZtQ84%3L3=Ijz7U?#DEP%mTm{|qIiM;q48Z36Z zvdl^juL4zqM=#ki{BcDq#2i3TjYBC39sS=qCiT5}yX7=Y7ns25aEI9Gzu8p~0iEk^NZa5mSfXSbSeDLCLpFU#=8V*JkxSTFe;o7zdflBIgK?RyL{N4i* z*#7!f8y$Q)9;fv;yK!>Usce>1EHleb5)jz3Qow025H1D3piE6KqV#FWh})tsb9a1v z5e=PrXMud)e%Sr~FXWa%{{j7-d0iRe9AO&|ub+)Is+1wOd!{8`@ob5@xuUN# zKSr=JxXO(^bPMcLp_E2?op8#0Um&`;(V{WnG3c_FYE8@dODq>EgRt<|lBW5%ID?(8JVhiINH-i{oGEEhZ9+663N-mPnFheN*qVruuN2Pb6*zIZeD! z76m+=Yv0?u!Humls*1@|0=xEkw0nz1{Gh9vLv?YKjs{nhdU9;j5F@-IFt*$!2B}!b zw#$j^PHF%!#%R&`Ue9+0pfy&;FR}bvp;Vc=#i3xbAY=Id7I&Vt95dt~+8s>hlt!n0 z{Q(|{%Q5bp0c9%e{}>WFE&Ye3q*+u9>oJ^}JZ!(&+Oru(a(pOH7Dud%8cJx1y0asg z6-%CCLHcazr@~n$fkigA%UDvJs%KD2O0~Tk3BI3~m1uHhKGPhjm1ReXC9tT@L2@657We?BSSaK;i%$OI? z4e8MXd5~Yao?)RC*1c7v^5W+F9o*|muIA`~**#D^Y8Gk1#=rVyNO~=o@sibX0aU2W z0_Mp={icsb@dHPc1YR)n*3wwqhe|=l-~vIA=*QE+SGNm&%_ckI3{HFDCVty>USgRQ zQ1pL`dxOJbmTF;#!+M#_305wXcd6{*n$oJy@d92on@m6n-Yb^g@(-lg6GyM{?lbapco#l6#A$W8}v%?x5BKT zZEOH76TVB!UZR#6i1uK$+Y}^b!$U?E`hY+tKlf;Nc&4DBqUuCvF&o1f8yioRYt#mY z51D3piOrR%QMPWL4J(`m)Hd-c~($laU;`9-p=2*5< zJ?;2C_1{4v2C^@fS_hk6%N}WwXOFo-MA9){OF)GF^iavQ9elJ=E#p|mLSpNVz}PX8 zyRNxqK25}#t+(MSMOPD66FI$qK8{-(lGzUbmOqIp_~N%Md4d1xN3N|@?{tAk^CfrZ zv$*TY&3+j+=IR)10V_K-n`0{NGY?Gv@qI$~oO5{KHcg@+F_soIc!oaj3k1B`=}BE3 z?JJ}&rA1#temA|rK|_Q66G_HmCPbol(Tdd%Rbb=OL?plCk-W%Ao4-@Ewan6s zTSgnnJDHz23hIM{!3e{(ioJqC%Vg9Ssgkwdj*KMJ6*E?*>a7-FI@R=2=1XOv$d}X=Y@qyU}FR zxg`%INGZsn7B2R~+T8d(K=^%z)JI|g+3poQsXq>yziAH0+jxVqT`GtSe2%1no?ons zwy6*zhftul%mzxse%mG)9F=CnJy<6SO9bIG6rU(WFNS|*WGstOVlw$*)TMKw@K*sK z;X(C?_A==2;fWqqkwvYo%B(lq{4DqjON)+P!|)JgINTx6u_kl=6H--TR zJmV83%rPGk@c6QU!tL2g`Pjef3M*H}G*P_MWhftb&h7C_5Fl#sCyDe3yQ%jLh-CFuE&^sHmdTq20H6nqJLEpL`qu(FKST@*UZ` zEn4!mKM9k6#ARWp!rK#~SG_FoJcQ9??S3;S0r+l`vqt3u0yiaweJMDZKq;?mX|vsF zP$CON8^Xf~{yQQ;Q0pVH+I32G2)V|-AM1o7rvIq{#(bQT4GE3}i6DniEDWkF=D1lU zrk{F*0S~vi{WJBqkJg3p6M#qrv@nEveJQ4TpnSKxSQbEuWz(K+7xbL@pg|p& zl-#3I<_60SJk%32F`6?#v-JH{JnV=^*i+b??Hl^d)ys^EvB_rt#fTbM}o_3@E;V&&)Le4Cq_m1~S78lNA5y1JR$jvHS0I>fgt1yYzY@SLE1Kb74& z^|)pE_#c!9Kn4Fb)8siN{4dYxvwq5639F3arhU!<+Lb_bQ0Xslj5HyalSSfLc+hM0 zkRye3vf$1@q@#|UjErdSKb+1tLk3jKqb2w1jd(2R}kZ zxx>3a%q{KuLanLXR_=flV|)H_drxm~xD$R_kRA&Oi7+RGKcJ5rLHT!vLB=PDMcHay zAv<4eR4zw~)AjbW*tj^hPQp$b3yac) zg%1e@0QgaSYfUE#EvwoSDP&Sb7Ia+kKZv3Rt0iGv4jW}JS&)eH-Oehpx?dTs&2UUl zPg7A)h&{mnyVwfJccsA^6*BufXjQUV%zkgui3G_(e5qQMEXcCFeR^72S`wDj0RGb$ zfPql5IPDgv(CzK*Rhu&T9B`dBH-*c~59gt(<0;Jh|N5f`5{JVk{g`{WPUVXF7az|QMcciD49$ZiJ#XacCN|6Y{0aW&(bGp%O4)qSI-Eq{ zSk-q?`1epgCgWf#FQ`%v!ybeg=jG><0U!60N(}nLdR|S()9u*;<7w5RxSfx7I{+~; z%2m327Ss8m|0z5G00)Nl_mKSg!{v_CRu7cL;&0*)w8_R4%hs&w2RtqXqtkpj5E{NDiY->!dnFTfWG;{SWS{r}*Ui0@^(2OqQb zG4jc5Fwn@|J*{+g3Glfb0zsOoShYg)LuHm>{3losnt;E%yOa46ab~B>^~&u)XGuxP z+$3FKs7>3YSpVSr&5YblH#DJqv%?-0Ev-~j8;De#1u59t@c)$R3o)P*RGqb4Z3s=T z(-KdkTK*j#lOf+U(><8m^^8tCDGpStvf=$quTrV4(KNn&emO{p2}$;Eo?-lPxQ*G{!Pbak#RLsn=9WPf>-TSs5 z6sO0XRnqsDbDwuwk+(&fLd62f$_4Ye(gX|qY_urA0EnoRl!Ox%7f;i0Li+5f7gJ1> zbTE(Bn)Fe&L&csf3&vqSErR6X3ED}b_1~GjU)+RVm_YlOvnT|%EM~2|5iJ(AZToE^ z1;}jujNv0a(ka5Uu-MKDz@ik0J~+S>skbE!qYGez1;CuaWOoWdPC~w@@C3O}Ug$*Z z*sk$}aHFw9_#u%WgDaHezU2yaH+P1ru8YjxS?7M*In~7hDg6MAuAH6(B@qD%qzpZA zq2VdU&@0DKL@(j^H1qpu01szt?7==zB*_JG|7k+f<)yuC<%}FOF)&>Q6Ai;6X#^ya z0wVEALUr3fIGo+?!?7=@))^vBMo~IaXzE6p#4T-qE`5af6`mB}++sOUbR?MXv=ulD z2n(}~)-s|x+g|_b=KLa~OgPxaXiWmyW-$6pl+FTE-Plnrc?khj2V8dvJLes)CF=Ix z^a^*zuM^L;|BJ4-0LtQv|Ak2@Q5vK}xR8mTi?(S}oZbXpo?(UXGy1To(>pl4U z&wKC8z1JB>#b=*AyL+lo)RK`Vi@`1)4> z0&6>gpA}1ip^nsD6Heh&D7y*SbTdtEqanVYoM^DX7wHU0H{1S9d>J%y~t8(3KJ>iVR;p?(^d zd&WVktcKR-9YH&T`b7ySFFX{luHPRRH4ocWy2rwwHZmH2IF)Z-*9f;(li%@$@9a5e zASF(Wuc)*-meeEaeez_DH~In>P&bK$l&fXvlZEGWjCXWh+}e-2yP?1*1|Knmba2O+ zZ5}4Sh(v=<{wPS&KUpbE?Hc0I`jSLwQFR#i2w33HTzcQRgEUwtXlA7>@5k9=BH`EY zyg)S@Ha{5X2hKXCAk;2~5O^lEy|7SSg{H4TMkyL=fhcE=t(RZ=IzZXkRLE}6u>v`~ z-NqS8^QtB1sjfN`Gi5*24%^Yg`Yx6NE*~12szw0f6?5+M`?<%0Gj~qoISsOLp#lz+ zp`=M=Pj){#d|6rDb00szC8FW@D(vBuO=#tlX5yVZ?TH86|@S#osTEfqLN>w#CN@^Sx}HTnbw!hABjix&`-_-aN~6 z=nw(`GXCfF@y+B=LoH9iA?wA22K}M*g?dqDj^A4|&nwcqYl4r+)A_|Mv$Bj?wODit zqqw}QqCQ?2^WfSaAhsR~50t!UQcFdlp?ZV##Rv5G=hta+Z30zhC-vG@X6L|3{+( z(VGyyO-uCPM1f1dBV@4w?}Ni>&^IcV21TAi8~#s>3ex&}N3?Iup|(xC^+Y47k^+^s%Amhc@^LUlg9DGjM#? z``tvcx^|ff-%*Lojn+H7AC+>QX#6JgxEBXuZN+u_`U-KvJ4RYdTFTb0Vu>T8#uD96 z>}Pgh45eZ0Jv*A>RQ%lUj^y?~Q=684@Y~0$4amYwQf}9LDRl8X)@O#B^Uy{9)oE#7 zHa0d??AU|Oe?IH!z5h)m>kWdn=;P~qG*}usuPpAr==^Atxalcx9xDUZJ+0w7pnf?T zWf!947nw<{eoo^deLwfGU-NAQDzl^tDv-`C z>{}lW7o-a}$KrS*lffY_iH4aari?}EkjW7{HypZ$0rN}MLMRJDspPUP$k{3H$ zHa5)giZnX#tn;4B<{-ij`1+#HDM2`tdGd~_I&$4tpX`|f{0K}#DF zPQ)+0ySwYai1^_XkWB(Xe2DmO8pRDhcmY)BWYqhCd;|g62PU;PSJPl2w{mUMM#rE% z?nIo>_Ddx-7^3O18R_JGOF=09;PBt)ZZP+N2w8%El+t zhx!00z0{7@M)zZ`r|n(bZzM!r*nxxYCPnf)Sg*RgL548`1g6Z@{fY0$XCNFAX(q96 zKN6r*Wfsji_=N02JF7)HpOylBg?%7XARf`$NU+x;>Mx)wGamf8MPapt^5rFA$v4Dl^R zLag<~_3^4HI8j##$6p$hQ$?=H`5A`lT{smE-Sr1~CMoJ%9m?ZjOsRMuWHPdonfnp= zxUDoI8OpfU8oN}o2O-!D+d=|lmy{I8Gs^3I9zW5)Dbsx)7Si`Ep>E&vc&&tQdOqEX z8999wcl^r<1WG`+;wnMCIpXarx*!OP<(A}^I)meqGiCGR)x5@h_a)!bw+T|Bl$G=g z6;t*aexVB?5&g<30RdAJ)5NR~TwlK|9_KOs?Y~l6?n!Z2sw?Yqf=gH5C=|}Ap6DRD z_4fX?JYTPQy{XJepKqs0noxiKC!$uSBy-(ms-l`oYjumWJf}udaP)p_2D4ImoLvMUcJJl{O?`oLqk0r9bPkeZElyycf%Y_QMtN5%u~ zRcF2&huty1mfJ17!Q;&9QxX!0>!U>p-R{tI(Bd3BtX-B?t+mK@J#JP~{IT!ebXX?9 z?9FqS)(vT>VsSaB$8A#SSnbBH^4h7`Ea&7ElF6z7N&fTqv2v@wJzD|4QytA(YNn^< z5ZlUTHu`XQhG&(M>r}od1xW^AUk1>4^90K+L{5hplMEQh!-j_j)iCf7{>r>=O4dO5 zS%F4A!xxg<^C6ptis)C2hUx{IgZPLJmL)8>x};RIYRE>c1C-=Xf`GDfd9;{_%VHz| zifWlasSL^U7oAtru9Q&6chC~a}t8ka*4PEl5cVmguFYWVgwyq^Hs(| z;0v(7VbB^>M${%RupB}k_z;x97A_R;93s)&ZatpyWXp5VWq)$2usUjK)820r{JlL( z!z8I=kW?{m{RKx-p;%MfH-uiQ3b)Lpm~76eRJU=}dC1@qx|kGz}F-_EtA|JYzy?34?xJJWuk*{ZwE?y?P+ zzVciqF*#4TG83@VJ&xdJsAZ=qJKo@F^5s1~JRojP*l!)y;QA;Tb-Z%18@?+9BvWj@ zC!L(n{9HB+VywuO}%^Z6ZsQ(&N@EKrtJ?kn>D4U@doQ<)J{V4^zKrIv|}l}^Zd zRwG}?J9hd|W67ZrGQ9J5nv#YwF?O$%S%vl6(hdr>N=Wf$V87=hMTSwI;rc~iK6!Zf zC?+&(i}H`FJJQKTt(?vx>yqn~o4kqx`d+(5|sGzR^hBnhU&!|@hFT9)XBt#Ox_w?%6uDOgC(6Xfm* zWDWmy1{v4&UbW=p@NBp>i+6U&`)~JPK>yTxlPe6_u=FGU)rWXz_mdeB*$et2AxKD> zZED3JqkH+gBF|1Uf!y!HqthtAOEzwhD|c4%X;7t^nl#pS|5he*HkiQich0*&^{pNI zM?6mBU*31#DdhM%LiVzHCY}AhpJ#f!zs?0KPmet>HT9P|kNx6W#A(mlP3+p9;S^rg zzzG6AH{}uX7k&#+GlGZuitHhUl?n~_2BUlPADjV@nBbuR2`NYLLPl?QEStsU!l+@@ zAMd4hqd*4(lz3vP7>3*lP5lrtedmjv9zYqzc&@75M^Pi?ll2;cWs1C7rs1m;db;Fw zyk2Dz!RjG%WDMmS+#h~TDHoE&@G#6LS9q`I%M_y-b~ zHs~*;d{2de^ipVRqon>G{`dC$v8qjXuZ~*@p=7yGwYEextq&cbXfV*%2_b^Q!Y;Xt zg%Cpo!eN4Ehth=t5Jd+-8ycI!rtFFn6n{=py&hn#EL01e>Io9h_rLL^_@yi0pRLpP zsJf2?h6t~shR-EL@$b8uOTV3J@T21Sl{d>AuH!<8-9xPiEEX!zeXU7?JhB0KNR+?Ja3__A+#k!!f$Kv+%rbqsML>fhx^Xn`C4cR|TaauzdES;>g)=du* zE?}+u?kis->hyRyZG5uw=K`P`5U1;NKJfAJrQvEwAql+kw9$ogygCa|t+Pr;ao8Nf z-vY{SxgsH0^}(#oynMvkr#)4!GN}*>cYj2q-;3kqJvnjjL%1?BZAX{Z_^i1w5t=Y~ z4osd4hv3GULgjmqjaF+qTSC>}D#(^Eo*QP+NPn8M_FpF+=6;q!Z*DC;Ns5@@FNF{B z998;I5Z+-cgRfu-SF1)kcUqK*;M;}V!G56R%QhL2q|jabq%FLcse}cl9emjL=y)@7DEd))3TLrM)-%0X&L@HIwR(Z0lx! zED~-&Cg2}He|h*$3Q=$BFO>WMs{q7Mzb=6uL;-EY&~$yA-2OUrI2zigZwvbjG&QwX zX=}*kBPyt2{LvP_X8Rt5FkvYicek?86pus{UC^2m4fs=;a1$kOOBET!)E}d*3ul#f4ochb zf+vl~Et%j|L#p;%crU{w2> zzj?Z}f-5jIZrj4g#g#xOWG*)KB$VNz+r%$Dl=djB-#PU4?SWg0(Xy*BFE*OuuDK=5 zSKQ<%2Dnsr7w*C>BRNm#QHaV^B^edpMyux?VU~xYyEnhNovO1o?~A`iz&Pt{N`<3A zaIaMHMQm@|C^3u4Zq6*$mpJ0B!moJK+@-7|>~0^oChQCo>fzxR>-=eN zyy)i+)KTR;5OPYCVWg9+Wob6Lx<7v6m331Rn+CgV^meIcZTQaHc%japWJmhgF0o&R zxAh~&ZR`p9opiLdg-0~4VuV~W_Tfs@>PaU?tW^{+1kwcz3~~xHa8Gw24Bs#Wpvt*j{g)OhufDfPfaule5ONliO}b7UuH^tS1e7UM*i z{e8n`hGV+?p-Yc1lnf54r({Ra6+)X8<~}6-wwFDNv@Zh7hPP6}QYCIlSQR?Jz;wz> z9@`3!B;Hg;6+9x5Rf(_3V3-tZkjydp8$>U?Z)a|wuJWAmO;sQ-;q^a=Vd9`vk7;Lm0aQxTFI9$Hgg>z8StA7nsm z=kSVHnx68EmS9Uw)EIMU<%b=dQOaHhCUAt6LKj+0UZci-4ninFGxNm{Wsx(s2s+l| zf$D`*ZB9P@@y7E0kEotAqKgYX!@);`9$%Y}p6tb!l{SAm@2&H#?e+1-FI*6?Dlc^e zqbQ`*kPFixNWD_1iitnyB;K=SD79LNi+?qzU>fW_W*O05D}XEMx)AO_P&lZy}-)JoP|_Q8~E_S93Jz<+T`E0Ka))cogx z7v*n=6*6LoOGHkFqL_{;cv4nNw(GFZWc21sSzZDmY4pZEL~2D5!j!`>SHAH-PJTFv z4iiL+e)+&5(nT~88+v+1aRW!>FaxD{Irf??ps}xBy11cI!Mmqt_ES@kg<$4oQHz%t z?b%&bgKEp*BP4`~~*&0z4_X?V8mg_Jp!}&m@ z@S$3NNT64nr$-y{_5y)v(5E$pascidnzQtN)ZBBrm$y{ye?VYFCbl@l z@7MP$nLPb1yPjGR+QNlVTNZyWD=9x5Vf>hI=gxkVG13;1$S4+Yv%*K$m!LwKGn~4i zG$72tYhI`_w)N!8y+3QGYAPf#h&t8mNL&n8+?z-d41KD;;I76QLUOppD&*rDh`S^< zu`c$A?5Tp|F*Mq&{>a7R1(6B`Nma}rWRYQ>+nX=O7qx+;8uG#I+xLcF&mLuRmV!+B zZ7C{ElA9*Gp3Myv(@3w10%wdsr={_RMKK)e6>cXMWQ~hnGDYx z={t6ml~cDA6q&J^Ujf__w_2vv#8>PooxG}fFgn*2jQu3I{AwIqqu6D;ERGkd$pu@I zziQDiAn2f=zPeapkTKKwLuu>ypf#ECXh^nn0O;cAL=2%*rz~-LSKcI%eLxryX>eo` z4h-VA+(YHp`K+((5=)@|C%W&&SWT9W#kC zY;`e1^4r|goeqz`@`S5&zwHg?2Kf`(Mhhv!-naZ#N_e&Ho&jvhhIjHiAYL%7k9FYzlMkq5UgSb7AD5ryD(;ju;z*T4QA_o?ZJ zna6wz)8I57tgs4BY>diAH@c%E`P;nq(BcL$O=3$OoLg>2PLIE7j6K#%%N}6mp4Pj` zD-4%IjThEWHth4Z{qq8Z=~PiVQ1+BpQNa}v!Hn5{IO}I@hlv3214If9kJ(m8IAI7M z$QmatlDuy-C3;eszXNUNGHA`0s2*CozdEKeFn9N6zmIvHG_|EtF_g+xq6^Vr-x4Cq zb6Ui~VKewX1d?q!Cg-7PGTC}hI&{TXM@m5id27K%D^;*00MDbPEV2*rRLL^w>`-Oz zr|n0ooyaMsZ$vvDslP&?*)sw~*YW8$I9uJI!l^&Dy&{GP=@=60%Z(s|S2cu%0Y#HM)>;1J(cRvX4#q^+M9d=faS{ zuG=vLtY%N!)SUGKN%>G&A->y*YiR3l?4EzUWD_j zjYhqJn7l-@>vhg}F4Eu$=NeUusHEiU%iZw+hognvhEz@4o0C-*ivx(MH!Lm+B$zv1p5Ke@PfP z^arMk^GMbzHA~3WITL?yU~{6JPBjrrbMM^2j)wVh6T3zZV9*_2j7MAW|1Kdf;4C_6 zo7-T@NPN0%lCrw+6^IKQkC|Uw@O~F@*5mA+zUM zRs$eXDBfv~T_9W@NS2E1Rr>lEcUyjfl(q1GW_a+x8mqT8{3Ln034jq3)uu|gOgb=| z+t|{6oItih9e{vqEEf0B%v+zIxEF2u>7(P~K9@FM;qsoeL0^nXFpfs>KYh-XPR@A2 zNqfuqb}ekDdNRO^dq}^44m_WqqJPOLYn%fm)^RUL=pBGvc!6)ZJl$>^15!jmWss)Z zsmO~mf$y~|D0b}LAGg+;HK)D$5VuN@Hzz$Y&!Zao@zq}C18nZ=(xk5~!%;H2)`r3r zckXI#L*sg#bA@@YT25)01zWNR1I8PZ!kb(YjD~6bq&^?!VurKou5O!)2jTFpPM>cj z8)K_!=3`n$`Oe_PWjZH`>LDeP4^cI#2MVSbfB3O8B6-F6HRe{a2p-yr) z8X^CMVb~4+e8iA(G2=g$H5P*`Pm$U-h0}FuG0jM78qIC~J$@IoH z6aJ?Sqct#X^A!s-vek$@ZqkWSIL~^lHhwXF`vI>-#eCpv*rC>F{N2ew5r#=lVF5*C z;3wJNYsZAcdNw(H63oC}GQy;A3>k&GPOsIAEM>CIurukmLu=j%#A{oOYy?Lf9nDy= znQiQ5Hp(Y6x5>dNc_|GpBBuDY+y1?)0hu!`Nw`qH6evvXJ+WOO$uSnv3~F`6@MQr0 zh|vC1{tvK$ushS!&cs}%#PocfYbhnn_5jR%V zW#q%E`BV1L68fv6RkN}Wqe?j1UU>82)&r|uwmt-#5wY6qrB>jpAt@QE8v6l>r*a}s zRw$6>YHu^|%TRxRCa8kR4JLGp%Y!UW>i+r|o7Arb0t$?@59b>WD+WyRZxy`n-tS7> zA9^BjtwdTn31sKlgWe1}EVS&mhCAn|ILeKN1<74E=I$Jbn$L!@wf}9(4Tm4exyxf~aH-WOXu`wDU)~)%fX4}i^g|E251@0<4Vr*{8ubY~L zml3xwI^%!8Z8jgh_x=Rr)G;^v5ul#@8&m62W$UzxIr8$XNB;(=L3U zVB2(*g~JHAzwI=Hg@t9i9@UEl!l)p#8<(x%v6;o8Sewn)&;!Jif|Cpx&&7xk1|cEC z!{&ueEQ7ic0MW+KTPj0R4)_F4Oen+#Z#!75_#F;&bo)=@eyTd7IMkhjf?Q&0jeW3k z`q(wf7^u=JJ+Z^b9ZUD2&Ly0Rc2<_XcRv`}$qRnRXO;|tVGb_+ zW>yIpQaO1&>99LpIgzx;DA8ySjxwn!NcDOfkaczgl z6>F+>9AI`FWa|TT@z_jxEUnTc^}E$`|GEMIdLlN)E#Y%H3b?z*0THfJha7l2^9CBBn$O z@#ppZ(xk0}8#IL1V4TC+hAcJyq3&tVg59{3cji?vCM^b$=lx-AV<*u#K-#__!H8c& zQne3K`s5nFV9MaP;E9Km);aA>%4SRf>hOd=*9~xM4h?dY3%}8?I?$g;@?!ls$SaP~ z*$SB${tqLnOb6lo;k0(yqwwziRShaEvFlQABFBuCEX~}+&5F-kqy8BBi$QioUGJn9 z4SJkFy7r+ta57Li)PZ#BKxT)>rtbub_0($AW?ob|zLQR1h%d%B*`Va|HZz{s(0xIS^<3(wdvtxZZWvGgcufvKwpgB4nCyp_yPcT-`D9@-kh_M zMP!D^%F0?`|2v;nCd5W0&BCAiZam8o%hpHHw|qCmpxmCq<#0f?@CGcLvcR&yh27yz{Gs_ z?h9kniT88`r{@2_iQyZ*x2btdHM=^J-1iRV0<>)wAU1`A#*>KSQc%9^Qj5emwbskm zLNscj&g9Avx$NcV!j!IpeX8zgeHA0=H~vSxz@Ns^T+x!igaM0AnfQXdES2ePm6l=D zi!a2}dFt~ERG1`C++V&bso*zP2JpOZmyV)x zy_`REgUi~xx&=^6avmACH;n6`qa{|mV1pEf%PM~JS`>J1fFXI&(D9s==-nKWVoJNL zRxmq|YAc^uYqnQUYe+aQyR(Bzrlz+M+H8Y;p%r)Q@=GfXG?cPD9`6wJ&4mKqU@m+G zeZcok8lc2N+?mzyaCPuqDT)?JN?PpP_JwpdS84dR`TnR;WKgM^=ecI3lw7-QWy)AU-W2gf9`=&_8iV#ScfbSw8^u(L9M*2JgWoK!=h9m~70W zZ98_P&xBL5U}s%rODS;xxPAm|AY%FgIVCn)?Zp-AQJyKUUU+`G=I63n@mgVMH(otC zY1g9^Td1Qr!p()y)23)&i%3)uIqiw2k`)~P7)rn$6T_&>Ua8(aiv_{mv!PY=={HBUk; zo~kg%Sr0PV0(^UF5F>u|#&m4(cY0!|7xIIb4lL3ipjQ?S7^-A9&^9I@N$3z9BtqgO zS7xcmTUTko)^w9Ks#`H4K@v(4@2<6Gw?5w*^vgF)ijk7A6&5X2EEENuJ?sWwPUL=8 z7ad*y-1~``WOFkot5=TC6*$q1WXnVZ1oStQ=M^ug*@DvCJ3d&0Idd~FLr7bA7IJct zo0FHD0nbY$Fa`MnoF{cPgDLKQaRCF3B0>6O1$N-MqKIPX7TLb5TSBriJVdQe4PtjR z(FGf1l8{z_Hm~znFH2gx?5=h?v(I%Pntl)9#en{?xACpj5g0towYYP$8jT2`l-Y1# z4tmGzLppz-7;8;wk@$~RV1$NDT<3+#@-hwxs~;37FMs~O;o&QS7h~&h6j2rem(zdM zlDhq)F|2sIpEqP!hO~lL9R6H? zwh9M^k;gp?EGZV}KSlnVh%2weLT7yAkOQ0#aNzl7@DqAE@^;1r2ydE?6kD~hflyr zu4{s!F$mC8zkh!0?(Q~GY5N~hM73#od3kDp2Oqcnx7~V)LiVl=M?pl(F#r$$9Z6~rh9G}MHpQkTm;yR}XPiD6|9#J=PKzzG7(ekutK=7~RCU0leo z{;_+IS{Ar*pzjo^{2K_wiYa6q zK#L9YUgLvpEezNTN&%ooE`ZbF z4QBl+y*@ORN&{pNMMV+hi1Yx$4DgIx-5&w6E&bcq|BYc(CO|8n6FP6M-yf4*R7BU+^J38xi1G%H zO>%sHIEga~Y;Ri)DY3DJHbMU;zaSo%0Q;vvHFU#a9&`x(<~Lt}FiW1#?k*ru^*hom z5861Gtpu}UL!3+^{{Lse;|W9){ud!XyoXS&G5eCpW{zg^EPUFt7LNA`2P?o0#F8l^ zb+RD9Z~+7)_2J>(-n190lXMEtm*>Z0&yXe$(6sjpfkzVk@9rj*K}C7cfW0A;Nw*u` zyA-hL1pi)v8z&gcI1N3N%pGemoFWCn3`I8&urU|`TF8q%81R5Z6$odriM6(~tBM!- zHz@colI%YKSi#=_5S`$gfIzR}=V1@9$a&xB0tS}vPAV?Iqy+r@N2P(!`A3TQH_h7c z|8J8Oj4zme7CVaiv5l}18`{h3-;5I|*B=%lGhX+?dZCj-!od)~?6m#a)tw>cSZeoC?u+YR^UQEcKO!JKZ#+XMxf3>z)sA+91I8%;MWN! z;QN*te-@j&zG(i|gz@q-ui+nnYa8n6IJRraU%8h3@-qmxH!magMY-kVj8053c(J`R zdj&XBE8VyJSYx|HKu(A{=i&Z_W6nxl0$eVH7IWDT$Tp-#B3zMGa`CU@j)FoM<%Xp4 z=AFuo*swQVmHeJzmxvJHO@(=D=#e6W{q5oC`kJ@)29N7}J=VkX(8nXpp5UyN(=fU*_uxRXy4;$dcEqr$UNF1RsRw`wETId4S`X`QbOT5#{z6Y*7gW z`SG5jY65x%V^S`y*xS2D_fmXL0qp0e@#AB_#(52{hnRTA{TY6ar>b&!*-@&IrmDqJ zm!`M>eEA#}nGyAFVR)qlK@26ZhJX=CF}6NbSb@s&(L}AK=3Ik4ZMFG)P4D_k1++je zJ9ytkP!Nh26bo7G_Y{CL6^0+~?!Cik_9bopR`T1~W-5|TXQ}-1b|DTPuC1Yujq2;Q zGm^MoT5Ef|QB{{yDHCT=sniA5wumBy^bV>!O>RWLi>G@>Ox1Ypy~UMEjc+R;wOnDW zK-4(__^IrlrpvU2RvpN*)*^suDz>j?5DG8H(PJx<-HD%A9>?_Jfvb!6R^^U)=G|zd zqZ>AAIF)GxoYp6caQb7sfh?jKq1*a;jNXl$?6G`H{%k1zT*pv(k3yRqlRFR@dl8Ea4>{9B#5-KN&sys*K=5R$+<_U6W^cK(KI8rsE&=p5iu z#sD)>(G;SxvJy6usu_b49Q&y&-d+AEQ~umg{_2)FfzWd|b<^&^C)TZo$Dn~{Fw2_* z5yGyhbe!^Kov<@`qH8U#DKwPc^B4*mUdnWjI!>nzcp~?-+3fY;dR)Zk;@g)>ZIRgv z4{KlE&<|nd_1N#_t2(S%ieVJ9FhNYdIdD&pntt=ECBe8K*aVJ1efaoM4#imR#>F=l znm(lUB^U(kJxP!Px9+XKaO6N%WUCIy!K=*7%2)YNQ#Q_vh^xos+sj%M+_y!m+jpwO zFx<|&`R&V9>Z%V{DY5K35o-F$yyOpqv4_x)A|6wUsVyFBJ*5bq@@%D(7dK!Ha<9N| zJi?QPd%pLKZgFgs(IE2r+6ic<-zzDSIaUc5Ih@bl16-iQB`4r~rUR)GBq_4z`{id} z3oX_cYBty}tknT|S*m4a2JRWtt)L=m_;%w`C^@v_o@%DAG2zP}!K>TKDq}0k2AcyE zKSbwvB`Tb92_6%YCdu!JFdWRp;WjW3Fo6)jgO8tHrK252vp;&t6pq$_n$UDc^G6`p^i8$`M;XUBhCSr9EN8 z(Bwq?1zht?!1{hk!(YPei%xWz5#V#{J0Ay>f<}We{dQa72%WsZHv3)}VU|I(>1C4@ zj6bl=&F8Q+NcVg@kS=YZBL11c?M*9_$c^hpv7tF9^#`)v(1~n95Bra|KD{=Z)IWQ< zid&_}EruTNk{3fDye!SM#A6wxz$*$1OmgJ|A6U)jCdmKe_k+i-J`F62h2!HzGS$Hi zA>&4U8x70(BQYGopoEZLFg>)?w0gsrGi-*ezvn9z!cy;!vg%T5anc^oNmcr`e=LiI z=kL_tBI&|TyC1t#O``_m;?$wil%=6Se+g88FphOkDKWj|`r`yh=@zW9G=3UJ911Jz zA+*ka&N5RGvQ{rXoTvrQU>%wt1zA(%}{+qmgzreS*KrZA%u za6cz0xW0+|6Ik!U^^DjS3hnxEBw_gO6-*k=VtM~gV;$OJ0h!;&$Z|~I)@)N{Y-(8I zuU-&#HrA79uB{0CVu24~F>`dq4mh*ekKDu4h$SgJCaR7_jDv-hud^mN+hd#7*e9b& zBE+gXloyxn6C9#S|FBVRuQ{hWmApdIH)Th8a*LlMi|cQ;4yUymMCkAI-PH|Sf;TZ;%M1!wLKJtblXtJ>T{TnDg|B3Zs{qSN z77W_p&MV$__P(xlhb@`l*{H1HWV(*UbJ!enX`I43QdqsTz#}O+O#R;4M|5@Ub zqJAwj7D=$!sNA`{gL8=DSDu}T`z^fm`!yolKxo=L=c++Pf)JxjM*qGN;&W_)Trv~_ zGZYD3dtJJ>di(p4mHG~o43>{28N17ExBMPsj|+ugf-G3aMd4{z%k-d#M*!_9GSxhy zbZS;abKVAmDGFoiZbZ{y2KJSh4+hT?%ms^%PIYC@x=BMQCa)C zS^It1(DNzSJFGXZE-gr00y%B?>5RY}Z&K#kH0x-g=$@0D=G)jKK7=oKcu83cZNfJr$uJA6;ali(D}4(l+VQxrIIxdQf?L=kbw( z@%i^bj>4v3hli)mhH$Cxdnl)s+W@u7ANI169%2y6urO(%Nl4qTO9u|lyUE}UB*h0O zOp>20!dJJq^j&0vVv3aGi@FCkU>f0V*;sK%<~!Nmeaplc$-MEE+H@8>qD`0#12s~dlp*h=>0bGe23Nx*p7198sxC>hKu2g*ejfg|Dwxlt{s zX#6fBMoqn3t~6S1)ng788S={mH3yd;(cg|P^>kw(`RFvS1vTaoS?CANr`l-VJEmX(qZ3#kb6UZS@^1-`+S_IBEjm5)ZFgz_E?E4K_njUhT0fk za!#G}?-PnS5t)&yMOCSmNIscC<-TL3QX)g)cVfGup#jT`5PuNC6ly9|dL8joeh#wY zE63T8Edx{Lok$#q!~jQK?1P^jTtU|ydBOL6Qr#Bm=NtW1)At09VNby(Q=;P^lM$N(j!)~$30!eJmS?UO zdo4fnCC0#~8O_S+&m6Wdt6xW?c@p96H$11B?vHfut0Fv$ahOsy&;E%nQH*d4yWplv zgX-9=3>*u`?GLosL}rwD6Crv|wu#HeY=t-}fDltWBjy%icn-y>w6f z$&Wgiby<<4KIv8X<5d?>GNQ~zH^DRA_{n1V-kmeqVbPTt0HjSL1JpSymhC^Zmbn;5 zQoNR5azLae_ei~Xe2Onh_X`|*lbAS=3D@i(8imtg@}QA^p>1|G`In^ z{f8#K4W>m#p%Nq0VFMN6#iVdhbOAed43!aihFewo7t-9;N6Bl~%^d8ZjBt|zo>!6* zxs8n6CywDng09cQ<%H+9Hogi~RG%fjjV;3-6nD1a#j=;$H+me^61{F^Z;heUW*9ob zlKFe%dv$YAtA1@sG#T;n>JSaru_?QTEVEkVi!B3|R4(=gHfFt&47H)6Fp0}S$MdYN z)lsLsLfm#=$tfnGYg(w(fOd$`$le3MzEj>`x8d6(7W zKd}^};Y`!mK}J;0sfV6NpJL%h`>&X$$Gi7cekmqB*l_75Q*+&}2g7}$B>&j$%G^6E za=us+!m8gSoxOATd4jg2>$Y-DGaFiUOZNQILM0J7eArE%X|Ab6RlW2wY&(`=qK0k= z8WpKxqImydDzdS`Ikd2lt4Z(6q|a*Cq-R~pc24%4`khAPEQ zQ{+wLJ$!d_MCjFCa&Gq&>f&y@IAaYRT20u2M8MOv@BEjd8@#^AEQ@mtiq|5-m<_Mg z?hO4_0`fZh>WQ%G=@;I8iDeJEMIsk+U1H!()^klT=t%K>iLULgVl6R`vG?C!#=M72 z12*yTKP8^V)y?8W_(oR-yoVPvRiv%cS$@&)hD7-7_)KGDx6fK9{3sWbd((9C!JJ^W zr`(K_({5!JZfAs62FrONMzx4G{2O;(%I&EHSL=o0^d+s>#cgN)q(K4dWK;3U^~N?) zJ|9JqaMo_LTKIcEk4YgKS>wN*x67UwPg}J3#92DTGHBZ8ED0goWSUDij*%{%#m~En z8(NIyx5Hf`a^Co#?CBdfV1meS#j`l&Jxun!G=;dx9PC4sCpYtXcG%9yb6ajZF%Ok= zrXOoZmd$AkgYk;>@aM!-MeUR@9E@E<=C;*1T?8(xogVW=65@*FDeYuB`Z&sRd)*DO z+*X-_9Tm~am)Hsz$%mYTPI;?hl!RGNJ-iDGmxeo9(tW+tA9rC>ktka-lP@I$cCKlfqSHTYXhcqGW?B4w?+}_Mbf)CdMwGO2#1l4s!y{ z!@FmTKu`f>p(5Y#F|7txPn|j?p)J@iTTMGQWoW!txArJCiKLKS2-+3BtqR~_93+?f zL@H{2OI(80++=g`HS$=DHt9$Y1cvI7_Cu)Z;ZKz}k?e&hPr_B9V>$~SH*}r;OT#|xJ|EHPz*1mFI4e!aK-rAr&uiYbazmNqLBP`!LnI4} zKkPkOD1L$;PW-f>U68!m=eeST;mhq(?=h^pCw2E=OJfWpdQi5>tX)(0wQ_m{3cD%w zyRzNRW6qDc2FGlt%DEGa^um$iQXRvCgeyg3_3OJTZ2=^bF_*pl?**kKQq(j}^*#FM zb|~2U{EU5Xhz&8{gr|@aERlZJN#01P3GWpidzckm<<9kOw&%6YGVi!7h9&6~7UeW~ zBF*?K?~9;o#pz0jOZ|Z9DS=sXn0v#)q=SQ{5m(UqOF2$QM&mS5spHJfP=W6HOoT+d z2kul+svjFwrs=Wtc=GdS-uWFh}$$BVzV6SetL zcxtxY1_>)F$wY0j0!lxbJM-abb3$tN);Gw{twvtqyn<$u(p69+fHopL_4(YecIR{x zxiC1%%Gp*hZ)X41m=D!em=n6V1ZCE}O1YcZQhg!D=?1#AvHy?Sh)Mc2HNhEq_DVah zz}B!~$TBsEoUE*`Kv-wfq{wva-bquwq$QKN=&Cc<*QZgAAegX|sJh8R%J=Qe8e|CP z*_OiUvH#PcU+>7$7e^Pj$Li!NDMFOo&t^NW$dC7(>d_aI1EdkF2^7VPDbFt7893LZ zpOa#Zv0b(tDv$^EVyp|$S*m8nozT+8K4XZLNB@6)opn@H(YyBt1Sx|C>F$(LkdW>e zx-_yG3jDre zf-zz;VIV)V?a{MqkMR(K&SruOW1TZJ^K5NGVrlHBQQDa+b(0lNt7h-xJR)3)%$q8B zGI}-BT;szGR`-0jji#7c^laB8o!Q7yf1r7N(N!Fd6DVSuE;|0Y>w9IS-SbIwrrEgj z{OZo!X4kkl8b0?piOPE7$93{Wqt*GQz7|PKl*C%*Uunu1MvPgq zv^}Ye5z`CLUhj6N&}Pv&dt+rYIYslh{!Bf?p3z))K38*UdvdpBlnwQ?&vlLLbY}eq zeAP? z(Ky2e^DEdtR9_Vl>54d$D<<-LO^ViVrnlif-R#Pw-k5v*AY%-r5TAl5LxEJTN$cZK z=w%M$zUtar*2#sidig#P{~>cJr)BlEFuLNjL{$*WGU-wq)rZYZy!SqTN88rHKl3nx zxb*wjIB&OjT(Nse`+2Ws06HVq@u~LQFna`fj~rRjuaV-OXHu=#9!mjOd)b0&*hzUW z)FVVP4RTG%ZrJ0MH+@`=#~)~v^q9M@66~1(U-qzR0L=SJbh#oE}B{+5{y#rJlM=9kF(G=u3_Tn;FkV-l4I)L*N7 zg-tW*hSGEApQ?~lzD42;lhdXB?3G6=J>ILleXK;DtU+_k;kYPp;`8EmuefTyA$Fhh zh9G~yppj7+!!$;Tbys#hJ{4@cIU8E$_GicOaGMR8t)<_s=ulV+KZhVOLppE&>LZG6 z5hY3>^Cf|xoFVd(VTZa$UIDb^(F{e37k~Qr^xAmf=){!hO~ZqD%Sb$V8m5)RGCDn9 zB$FJRCgqaK@*J?)TrTR1t>*V)GJkz}nz&=3?DscoM~q5k#>q{*z%KJ+RT`UP^uu4h z^@D6D&k|(v3d}q-UC-+h37a@%6j95)*DxNV7(v+#T6@tTN3L0yYS(ob+$=PhA0vi; zH(B2c=BcOlEreJXOqhj``X&B(uvo?*#ct6fOGwGoGg$@|^qmP#XEx9Gtz2J}aUgnf zlNW~Hiq|Xt&RRHMZzAp{kO7+8ny&*(&)L9ZJfULuWWXqSIUM@AfG5@VI8VQh=&qXEBJWU}WQgbavSR5Ma|zLN5@Gh;_{ju4 z=jEc{;scfN@58slEfkM6C~1q#Ug9!_@(}uo_l)gN?rpz$@QhGp*>dqkmuUw_%-=UF z9`SqMaWgZ|mOWUeHItpPYRdR0UgYoG2qndTwg1q!CUl(qJ>k&+M!Pl}2sDwcC3M_0$y#O<^B8_nKe+hSXkd-W96n)$;}K+6wrd?a zXq|i}teF>&DX~1lewQ56vGcnp?d5%+_>3iXIwrC8mv__6>SevV(w4ZcEM6BkCo0V(SE(NK@tu#wSiF`?}~E<%(_^C&4Ldw0ce} zMS`QY+;#Glb#YjU;U;}FKEeXW$JE^PZIUhCj9bb2%NDjvCHb8o6&CahNzTFC!V?hQ zP4u%ZeCiI0pGaE_4zIfr!&fC6()voY+_G}aK4-05Y#UDO(q2EO=w6kNFJzV!mGdkn z`9zL5vRF7ailH*>tkDeLpyC6YW@XW~tJi&wR(h+sj#~9_-k^`B+U7v|!Nqlg-h*6e z?28DH&O5OH>Mq_;-9aFP-@c>#eN~sm;&z}y zPgg|%nPq^yF*Dm7r$0Zu`Ir0zvgKe5JgbE!XDOOMEi;=(q#z^phmqjwuYPSgPq>VvZVac@}`Ebk|{j z`?0^ngeMm4XsuTF(x18giIr=mPmY zs;^AgxTWgCXXq$K@QWTE1yNN>mF|ptK(V>+&qqU|cQJw-XN!BK((?ye1i#lWd{XDm z_=K}5S^YyRMeYrojGiyvuo)OnY)5ui&9}t1mt1<^T+VU2IEq-^xR~x``xz!zX{%U`xi2L+%oj5*qdfvRDMxJoM!OLAy(_$KTRxxC(Sz#Wb&gC$ zhT1b{`$7@Zd(RB_Z3PI)d6=c_rG-SR=ciq(9zMDB%)9a_l*fuC$Y$k03y|JAvuT9w zwHSfl?;4)*&L`VXI_>iv(%a|R>Tefen;knXD^&+tI~xzWIFUc)yDm%#Sq_uEo)x~k zSV0t>Y>)S<;a?-_`aua`E^rf+yzYIHOEUF~yP)Im?SB5Kmu0E6-G-4An-EDm?+~BR zSNKUx6>OYuyJ=rLJ%r^#iiT{ywrP8kTHnc!;McbmuC?9(NjYG}wd52SQ`~qWT#f0zJqs){8RvO;I8mcpo z9~n;9w;I>qm?u5%Tq3L|O8W~?RKlcI&$66mUm3itQ@QZ9fX_%V=q1{Y2ID$-Dl?8@ z1RNxx#pHZFBS}!}`QVu_W7(QHT4MiHKCx6c)MtM%CqlUT2w+su;okh-3XIXwBHZXm!Jk^tZnNk??+RL^z5&=)&svA05)4K1T zYVzeHQA2x#)<;L4$z*>9Co5Pp45oZ<%o~@!GU^Rq#pUU{gFAbc?H3}i$)08omySwg zzi+BaQLR~z>;AF4h}~=Rw(iQ7@7+CXgw6IW+90!LbD9ZX?~;ArQe;fOy2OHU*iy9> zF9)SI6CY#edbCQZ9ZWi+ddBbLcWL1F#!XB9BIn}sx;=A)gaC_Xd(AT`JGKW@e^5+7 zX@M1}T&wfg)AKo-(hfP@Wz6;y#~H4(F)$zl#q%mBD-Xi0Ec^8LFjS!F)%STWkJF)< zp;^wEN!}4;KkD|_ZjxG7W}4p66dwFuUl&SpmHXYP;_tDz;B7Hy5^;Q^s213B-X3ly z)H1SB>9J#2bzeJ7rZle&Kz5E>WZ*Z|YH7>IdRai2UVyxkI)uj#C4ayprwp~3k z`5rVm?}pXUdAGu;?!_F6W(1RI_Y{tll_K#Oz3%BLMED}qSXUM`{K*9okl2SLEor>!|hJtF{>jhN}9h8BT}1&4HR9< zEcs+;sk!UGV*60|CMf+i`hSZ(rI_Z zq?H;rF7-~f8s-&I7E7k0>CjT&FQTNJ8LpznT--}|P+rJL=xlh6e}q)wvGYQk?o+q} zOzwj9s<6!7Hg0X8Rk^=F!^0wcGHh>h;)oKT%6;f&$CQ8?RRE(Eb_cIZs)5f5zs*un-@0 z{l;2F#ou=cA)UX8Fx4MHC6``oee&JSR5a*sV*lNQy3$Kax+OQw1bY!{U8$Qs>vIsElR845P`Kup#41nzKizeC+}$f0yk`*Rs(eZX2H* zXqJ{M`LsB!A;aBU<`^S1v0;gDF5^p1Qu0IRRCGt7`u$W%dNZ<4r7@0ys75--V&Hi= z9yc!I6DFdayC~fKsKAoK-Lfa7dmdbb>hcEqQ}FY>Nf#|R6K^3o)y$4n?s0TXoEfZ< z5zDgOosxsaiS+hdB6iD?*$hR4wJ;Nnze;BOfsEy3iQuwwF26z=<_zxpNfs{G3?7l* zO>6IvQ}sk1rC(cX)5dJfF5-W1oxJy%g%>Z+XEVjuwuxXIh&<+wYu(i@krECnw@>^Z zUIq@`Qkyv4Y8Pk2ECrJ8?}p5#&WQv8GB)CRN()x64W`MGewQpeibd2-M@$48oT8J`_ zJOXWRM#f=q>dRBZN{2>((WYu_*r0FEXlXc5=t%?(|e8QK^hV98G@8J%m zbck?3P8~iIJi9w`$^3`cO%$9s5qi9}UgLFTaU!JB(GbC1CBM_Rh z2PWP#e5X_kqSe+yd&7IrZFq8#)|F9#wd391-x~qL3-ZAkR7Y)gi#u8J``Oa#6R!wK zXZ-pK$;rMKw0|>NHq8H+!xI{$Iopis^eVzuPwFo%Psmfe2pu=P^ zksWu^`!ub?m+ZE!E7fZx(DY+E+$lntd7N;`@zefHN-_5{Yj`a*as2E>(y7qDzAeZ* zYZJxFx5D)IGaGAETSZf|<_!^IT8n0sXMSZ}2@N$)WV9)X+sW8qjkXF$<7UrnhH}$N z7caM*YriUy-??Ayw@pmz5FMHNlgPD>^g7Db^?fnP^DqADf}C1&!K!68kE=VMa+A*Lrh*qHRD;Ra8~`%2XgoMmneW&&^{Cx<`E zjSuT>o^DXU-B;DQ462K%ds(WtqIRHO;vD!i%KKFGN&&>ezSnrjd)w zb$gr(jO5)z%-J(l%llj4cw9%TJqa~HS$bE?4PPO>04e%Z3TtD#05 zVHu99k>jPRuAnJTOJzn~i?1?9&t8+HFf$cuNb_N*hJ?kRo4kjC%OZF4@$9ROtsOhP8L#V(x*N8&8GgSXfnK5z$LF zMZw#%>d|M+)d{vd0WYUcOfqRi(Y48+N7%&p&eq2iT7Q3DzwP_#8Sc{(DReAXJmxGm ziD8bL2tT>XYqHEPcZ#esuTHBeYU5a+aQlGD{AnF{0aKMiHceyF5fxoimExAWWMZDa zO_-UCQRJ_s`Z_y_Ek1>rvYmC3F2ezNr)M7sp`Ko%*0{FYr#Xr5;5cFO`$!A7tR7K2 zuV1~#4q$cB8+OiUONL%6K}?XQ8^Te!_13j)aus18BV6r!KNzfNTOu~k2;@w|Vdl`e zU-~v)FX!&-VyehIel_w2={x)Cd}gg@CaSYb&kMOJPc@?aP9E@6ft)8q3TIGimZ0UO zO}pgR5#RIicp761$FOM5ESmVj^7KZFPgQSJCViL9d(l~nrQ0#0%K%mqw* z|5SMX)=Y4aJTGqu`nuy-Ltc4aYu7iS?+2ar=_pZ{S^IjEOfVkik>oJu3&RSuyG#Rv zJ*z-d8<Gb5XjLM+0bI{XcmUer%Zl)2q_0RYdNq79o&h^ zLc3K*(%fL&^m@}Tfi{cY1;_buxMQl$s;vuMt(jzw*#Rk&DmL1XFAEB%Zf?B3r%gt! zLzN%TIY+mGEqUhWj-dQZyOZw?!Z!KHXA$x|20G1>+ymP0_t@K<)@3|tUD)wuMXHkp zS@XrE6`RAyX6rIT9v-Q}lyqJCFU)p@EK2`*P)taQt}y!Bo)xo@2TP>5$Z;f>kTO6eMc{VNVl6Jy zZ+ef4whE7L+{2OHn09Y_XoSt@a7<8GBFe|}gX+Eq==1=Ecpn z3ehfC=^zyhTz|=4KN_*D7b2m$XnEF?E|9|5hC#GG!0m~&iQ%oM`IAyP&Et3`hF1#r z%i9-uK8K)@LPuUrjLC*r;dn+*Yg%`3eV9Z~S6?LO^|6y5o4Z(v zbcq%FHh*^z@9Kj&BX^xJNgi^Nadzh*b^r4ufEdpig7Q2Jk_NUDAHEgvA-{_DfRMc2 zFQ`Uqpo9Y$HqXb!%%&-{X8Gq&d20`YAI5%`&AcM9Htk%LO>}$GK*p}ctVKbwd z|K{gpze|jd;*|}9=6&pO+p?HctW~?qYT!(tmA%g4X?r3fn4jMJ4#xS~gg;0JTE1{O=1kS}@$)SK7(teP<-;lMZS=ahtn24& zO3h~?87q8JhPTPxy2I~360$zw>v8t>z$4VUc(;uc5T!%XMV=|GcEWnfH?9^@_Co4c z673Ii)Ky6@>rFM9os5p*fO1f=F>vUbkg4{aCvsiAaHrl=@4+9=Psqup8WrfQ6ACzW z)m-W;gbp<0@x|Zf3Y$zdZc3**tuOaAZjX=y2T7x3WM559T_sfTFxuD0mWd2xP=Dn- z>UCV${j4NBCR+RXNS#1I5A&v}4YG-ZJSwI!NQAbHjK@!C%3$+!h5pXQXUyzH2D=C=DQAN0TrY_d4DV+GjtN-Q#!f2S$^$wf_%c)w zdp402sQF=kjslYH@3_bixLyTcT}QBPiE=hn&q1?)!X>S z{FdIFFO4<5@H!^aU*K)S;8lKbw}EX_hb(m zK8bTiY1=J7sr2d;wc$dnF~XUND`6jCz_-pT9@w>Qkr{nl2dOzL=-HAl05oQ z3@Ppc( zc;x_A+MnGui=}6VR$i;l03}L6eNv9utnG&0Qjz3#VSV52p zK!zNZ0c{FxUhI53{~-UzeY*0RenYWp-uBQNCj657Nn3yKY}>^&+M9NdTMYdjXm8?| z>hWo#B~kPt|9Z)B*E5}7l*4}U+SSmUEn%iR9bAfkA~PTZ`R8sjmWLWm_A*{RS>vxT z5V#ftbmTa~ij@4_e@f!9s9rXgGRFk)4%gO^1hmXYTGZX03S;5tRaw8z4eT6GJ!(gT zX1}>aat-8HFSdSIzm96G?mcS%FKo{0=gqAMYDn3dPB`6Y9BIcXG{6`!@CiWA}cm?<0I> zK89}=zPq^$qlu`rUJ3EQqj3qy>MOrVCYd(Q13k(G19Fr1iN*Hs+T!#a+u532ASi+! z^%WEsV|7HKZ?bmX5fFj_03rPe4%Y3OGmRZYMMiA7uIN9x7j>4K_mg{+eB* zwQwtwA8EJtcjWk*z_ihW7C;jt$SXlLQc_>upk|G4FkOm=uQrYI`yu2)7J|^!K72w} zazzK!y3e1FE9G$e33n@OhxaaJdM?Uk3V9X*6`t{#GmqtP0RWjcS8b$nHJn*InAp5L z_dA};eKexIMzb67&Y{4hShC{iRDCOWZq+eJ_a+?HX3qQTQ$xh@(5WxFv~*HqNY654=0pFdBr$~7)j3x~oP9uEP`NkB;$SHM1E;7m{R&L|-sZ5WNd6Y>+Rpoz zTlmNH5;b=H&M)wdk2GvIdcSVQs^5%z;f5I5!~{eoH7w=F`gN1Qs#vF*R*-;{U~R{d z5XEGum16AlV%qrb_3xjS@62>3F4kgya)1r{`n`6fLxLg+6okeQfz*W70-^z4o^QL) zOPg4&Dg$O-udo^&G9Xz4lp&eTyR-GnUXSMp>_E!0nUv8LokY5O{3gdA2> zThv!;Qmq%2Mls8pRC@9U|9dsg<~$d=p`s^}tJ^+c2;)G1*zJ6^o#8+@r~$B%X45^u z_0*a5V$Q5kdi_B{;2yB)6X$wgUGLUvl*ZqgZJIDvDR9D(Z`3V`W||w97+svmlSE&Q zLu%4o9;c~}ywm0#y5)$`pmeWR?SRg8^-IKkbtlzpQG}pGLD&pic;6lM64e2fCH3)4 zowa((#T%dVeWiL^qG?g3G~V#%Jds!2Nvxr@bboy1ufG&US#$eR7dq%4%$%ci$%|{= zaA)K`r@ezP{Y?z+BPH-rwqnV5r@zSihOHKSVn?; zY+kR|)$xVs%)VFwg|!uuFNub)&xDaiB@VA7fe4LYEv+sm%tcwBKM;6>ZHj4DMI9P8i=41;Bx#G9QOF2FXWV8|z@4;?zFc#!JCNQL&xR^@Spy|m&xA@lI-qoP-t5;Ia^eSiDuE2m+NFLz*U*w$<& zl)t+73YDq{xHNXHZ_&M%j^^&j}7L1 zYjl|VvKk?@WRR{65SWS;7q&9x*(DNiq9XqH$CV1go}-bpt=0BV4H{_N#q+@b~D&Q`e*3OFE316}#vq3lry`{uM>d2=UpI+gA}M_$XSR(<2^ z{?~p95()&O8pS+Qk_to`Vq!tyOrQ%?h)flQS}dFXPyJw_9qc1G>CY286Yvobi1?#H z6cgYDMbE$h1=xZ04KO=T08ch1cJ`sN-hXd_bPxst9ogxE>xf#T1I+4lb8He|H1z6i zl8QEz!E*^9n3BMXOQ02@DFi)WjC?rn*jWg2q+@`BWi^z>$LqW->9hN#FE}iRvE%;E zHzF#kV0KogHuAqd;D#AO#A&1mI2DCpIf7r6sO6VPhT|fJ+SEpdpnF7-O13h>{}%W~ z{yRg<4apcd+YM)nR$mnWg-w}Jd&}WH@I7DP zv4N@B?;T_dOG_*wYZ%qPc4~AWE~opoBO>bWpn%YhSOmN8*@l74bHyV7Xl|K-i`h{# zP>A8t1Osx%L|x#2Ci1m4Yafb#t&CDb96K&8;CUgRKNC}%F|8f14R-IjyePZ4yFQoz zUBT{lAE88NIg(Wf-08GQbO-)B<6E@@l)e$M|0JOh|K~vtfFo@`S0`6;i`PpTDdd1+ zszY{MXw>c#1XBPNJX=EoOK!rVw6q^OfQyy0D|;V`a311fWlp)BF_=_!Ys!=Y3jnN4&D5LvYY zoc;f!a-FG%JD>an9AGx#H}D_v6v95E+f(Hs4~YWZNy30x<3CCG!zG`!6=rl{wp3KV zz4{qUBKj9!H<(+_0m)>?r~2^FsSL2R_sviLrm^YhhKWOfK_m+>i2T2z?foaZ@0R>KAyy?Z7?&K$SgrGpQ!4$3sQomfJ*Lf(DEnPGNv}J z3cZ@=GE9y_f%&}l182$KrS>`g0TZFAr<4ha+v7<;a?B#oxWxNqARrI*1|h2i(#K@P zI07_u-a4B1A3%VLxpE7n`ztMox@)d-178dLUo+mVfaCEG z|Dw}}2zg6vGl3szod4aWW#hHC|I2FIEf3#~Oi!~+pFcO3C*3!HfvOp69u9h0CE(^L zbp8#9VPqaWe1yHfaoY`S>uQvRodDV5pMbh^4;amj1ESq#izpZgv&z0_+iMM#$R=Sy z*cM02y{JI)#R|Tc?`thBt#9B#Hyi~8bH(06qL)|(qY(}02bH9$QKzOFWE*Bb>>O%M>w{cbPGA;uoZ=>n9w*Tm{G zVC_tCN6I#3mNE#uJ4G#q1)e!c2IfOR$U-!}gW!@_*l_CAp_k7GoeCB6y!Uiy-Qx$Q z_laBwnGW+2c9z=gwr9XiIAjTFPz=|+&DuJJ<$yu4xgp$A*xJo79s*7&{ zTLM))8bG!_2b^)|SG<-6u5}>4u*ZQ1tq557oeeiKwcCBptN@CpfkT_?yU^9@>f7z< z%5~DUMGQjm^>on0@}NLFz8f47CRX4J3tkZmaC(I*q^}W7TD43 zH)MYO^v%O23S0)jRuz|kiMrd}CX7LJTtUr6|9k65fs-MU|KqU(|Vh+2=u7!Xg>LmhK zfZ%8#3?{Y8i2zheDOULJ=bB;g{deY+bu|VX)pw2SosX8Ks9AgCroiLa8ib!N;OHS$ zp2DUpt|EMfuUVq{x&#YF>?t)l(rP9Egr?2g1K2_kI?6iybOh8oGP-Glxf8W~lIDVn zWywL;?oDg`Lyred05VYurZvPu5@}R_;Q}BP)Z-&tgP{~Y{W~5J!!`$pKNmnyR|=j< zgvz+L&*>7a+EuxHFx?R{DlUuFg)k-o)2G3VZVA~duTQ`v*k;FtfUzknf}Q`Bt|a7k zp4}5u;Wu!!Y|xK{%ThJyA27=+%K-dA6a^SxH1k^sM%7X$x?`iCkZP!UN1Jl9?Nwol z5$*uqt8dnxcEw%j)a;PU3NRo82*wlq2nR(QfY=$`U95|EofodkhHswtGV|OSvt4xn+G0q{K(p%x6bi-thf9I2jpj;xi4g7@V={_u^S{ht zHY^6@6^eI=U&A*S&flJY+*3l33?;P#pWj@szhe@hj(*1Tqkbr2C(+(ir>*VpoUI$e zTNlivkAw9a`&I@c%!Ya0)=}vwQw|_uH?sx;F3Wu zxED0OpHq|O41*a+3D7+`U9Q0q7IcY^q}vD>X)blJ3W~S!XtlAZT@lOSmoU^UvcCoR zhAbl2yF75Z^ys0>#sFZ&ixGqaX%B9LfM5zlUwq<%{|ym|_%E2$KZpq8(Emoq`Cs4C zg$-sUyhojYdx1j974#6&bcFD}UV0cN3GMP;BUt=kQ`1MzVj*dT~2>E`)}kiVNs zSCJ9=13%rKIe?y{q8r}_aUKfcN?)w!Z6|mbOr<$SNcX@501QV@hJ_{pt!x0WE&$d> z9ZafQV1O0^XHvZmzn5Srh9mre?=MFJf?tk7hqHtg5Cks}uVJ}*p*hVIy%G%VSf;l z-CP}WrC$92f#F+te|P-7g@wg9n398;Rsc>kqz|mLP(�%2nddZ~s2aFqhhA5py0 z!46Oac!1uX9`wd=UYp4<1O|nhTMavqO!t-Neg+k~vHztx3lkGIM~28^jp>7qXMk6M zgB=Kg42DHSxGa5>lx~6jSmvUk2?A?;@J_KxHX+6LM%Pu9RY0>V0BiA|ba3A&k&w_K zHPHZmg4G?X{yhV*4IqCgM=j96KM_-`pI_UjyQFSd7s9dJeh_qIFFC?~y5SqF1GvUM zeoQHn0aha^Fu@>#Khy4huqFjRc?&LP`T=NKH6-5^M7FQM@E9z|Ieil=EM2MJ=;8Y- zK}AFk+)vL|dk~b0^MuI)w{`?$^`ATJay4l06tIER?d;h8>&iez1GEWPHDE&y@dDfI ne|;puk^jd}`ya Date: Wed, 5 Aug 2026 10:11:03 -0400 Subject: [PATCH 2/5] updates --- librosa_blog/posts/1.0/index.qmd | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/librosa_blog/posts/1.0/index.qmd b/librosa_blog/posts/1.0/index.qmd index d761f3b..a8435f2 100644 --- a/librosa_blog/posts/1.0/index.qmd +++ b/librosa_blog/posts/1.0/index.qmd @@ -3,14 +3,14 @@ title: "Librosa 1.0" date: "2026/08/11" author: "Brian McFee" abstract: "Announcing the release of librosa 1.0." -draft: true +draft: True format: html: toc: true image: "sphx_glr_07-multichannel_002.png" --- -Librosa 1.0 is finally here, after approximately 15 months of development by 15 contributors. +Librosa 1.0 is finally here, after approximately 16 months of development by many (new) contributors. In this post, I'll summarize what's new and important with this release. # Why 1.0 now? @@ -275,6 +275,12 @@ or `seed` parameters remaining as deprecation shims to be fully removed in the f With librosa 1.0 done, we will begin focusing on development of new features and expansion of functionality. -There are already a few [well-specified milestones](https://github.com/librosa/librosa/milestones) mapped out, and we (I) would be happy to have more contributors get involved with future development. +There are already a few [well-specified milestones](https://github.com/librosa/librosa/milestones) mapped out, and we (I) would be happy to have more contributors get involved with future development. See the [contributing guide](https://librosa.org/doc/dev/contributing.html) for more information on how to get involved. +# Acknowledgments + +Thanks to all contributors to the 1.0 release, including (but not limited to) the following in no specific order: +Suhas Holla Karkada Chandrashekar, Gopesh Pandey, Daniel Fernandes, Ethan Cajetan Menezes, Valerian Coelho, Imrul Huda, ejwong, AD, Daniel Haas B, +Joren Hammudoglu, Cameron Brooks, Petra Kuhnle, cookesan, Haydn Lam, Fadel Akram, emilazy, Ale Lloveras, Stefan Balke, and Vincent Lostanlen. + From 271a34768f32a53f04dfccaa532298f20615500f Mon Sep 17 00:00:00 2001 From: Brian McFee Date: Wed, 5 Aug 2026 10:43:52 -0400 Subject: [PATCH 3/5] added deprecations and changing behaviors section --- librosa_blog/posts/1.0/index.qmd | 56 ++++++++++++++++++++++++++++++++ 1 file changed, 56 insertions(+) diff --git a/librosa_blog/posts/1.0/index.qmd b/librosa_blog/posts/1.0/index.qmd index a8435f2..53dddd9 100644 --- a/librosa_blog/posts/1.0/index.qmd +++ b/librosa_blog/posts/1.0/index.qmd @@ -225,6 +225,62 @@ The type annotation coverage for the entire package has been improved several ti While there is still some ways to go in terms of refining type annotations of numpy array return values, there is otherwise complete coverage of all functions. +# What's changing? + +We should also discuss behaviors that are changing from the 0.11.0 release. +There aren't many, but they are worth noting. + +### Decibel scaling channel independence +`amplitude_to_db` and `power_to_db`, when provided with a function for `ref` parameter, will now default to operating over the trailing axes instead of the entire array. +This doesn't change behavior on single-channel data, but is necessary for multi-channel data to preserve channel independence. +In 0.11 and earlier, the following code would produce different results: + +```python + +# Assume stft_mag is a (2, n_freq, n_frames) array of stereo STFT magnitudes + +db_left = librosa.amplitude_to_db(stft_mag[0], ref=np.max) +db_right = librosa.amplitude_to_db(stft_mag[1], ref=np.max) +db_stereo = librosa.amplitude_to_db(stft_mag, ref=np.max) +# db_stereo[0] != db_left in 0.11 +# db_stereo[1] != db_right in 0.11 +``` +While in 1.0, the results are now consistent (`db_stereo[0] == db_left` and `db_stereo[1] == db_right`). + +This also affects functions which rely on decibel scaling, such as MFCC calculation. + +If you need to preserve equivalency to results computed in 0.11, you can set `axes=None` to force `ref` to operate over all axes: + +```python +librosa.amplitude_to_db(stft_mag, ref=np.max, axes=None) # equivalent to 0.11 behavior +``` + + +### Sparse arrays and matrices + +A few functions in librosa rely on sparse representations, or at least provide the option to use them. +Historically we have relied on [scipy sparse matrices](https://docs.scipy.org/doc/scipy/reference/sparse.spmatrix_api.html#spmatrix-api). +In the 1.0 release, we are transitioning to the newer [sparse array](https://docs.scipy.org/doc/scipy/reference/sparse.html) representation. +This means that functions which previously returned `scipy.sparse.spmatrix` objects will now return `scipy.sparse.sparse_array` objects. + +### Deprecations + +A few previously deprecated functions and features have been removed in 1.0, including: + +- `audioread` backend for loading audio files +- The `filename` argument in `librosa.stream` (in favor of `path`) +- The `res_type` argument in `librosa.vqt` +- `set_fftlib` and `get_fftlib` +- The `win_length` parameter in `yin` and `pyin` +- The `x_axis` parameter in `waveshow` (in favor of `axis`) +- `filters.constant_q` and `filters.constant_q_lengths` (in favor of `wavelet` and `wavelet_lengths`) + +We also have a few new deprecations which will be removed in future releases: + +- `librosa.display.cmap` is being renamed to `librosa.display.infer_cmap` +- `librosa.phase_vocoder` will no longer accept `hop_length` and `n_fft` parameters +- `random_state` parameters are being replaced with `rng` parameters (see below). + # SPEC endorsements Another focus of the 1.0 release is to bring the package up to modern best practices in the From 27ebfc8f5a5101fb42e47337104c57e214d5ee54 Mon Sep 17 00:00:00 2001 From: Brian McFee Date: Thu, 6 Aug 2026 07:18:10 -0400 Subject: [PATCH 4/5] fixing release date --- librosa_blog/posts/1.0/index.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/librosa_blog/posts/1.0/index.qmd b/librosa_blog/posts/1.0/index.qmd index 53dddd9..a437239 100644 --- a/librosa_blog/posts/1.0/index.qmd +++ b/librosa_blog/posts/1.0/index.qmd @@ -1,6 +1,6 @@ --- title: "Librosa 1.0" -date: "2026/08/11" +date: "2026/08/10" author: "Brian McFee" abstract: "Announcing the release of librosa 1.0." draft: True From 29367c6fa4863c60c420549534eeebed438e2c97 Mon Sep 17 00:00:00 2001 From: Brian McFee Date: Thu, 6 Aug 2026 07:24:50 -0400 Subject: [PATCH 5/5] Apply suggestions from code review Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --- librosa_blog/posts/1.0/index.qmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/librosa_blog/posts/1.0/index.qmd b/librosa_blog/posts/1.0/index.qmd index a437239..7313729 100644 --- a/librosa_blog/posts/1.0/index.qmd +++ b/librosa_blog/posts/1.0/index.qmd @@ -3,7 +3,7 @@ title: "Librosa 1.0" date: "2026/08/10" author: "Brian McFee" abstract: "Announcing the release of librosa 1.0." -draft: True +draft: true format: html: toc: true @@ -184,7 +184,7 @@ Along with new features, there have been quite a few improvements to existing fu One complaint we noticed quite often in the 0.10 and 0.11 series was that import time was becoming a substantial barrier for users. Even with [lazy loading](https://scientific-python.org/specs/spec-0001/), just running `import -librosa` was taking an unusually long amount of time before even exucting any real code. +librosa` was taking an unusually long amount of time before even executing any real code. This turned out to be due to eager compilation of certain numba-optimized subroutines. When these functions were first developed, this eager compilation was necessary, but this is