From e9cd8ecc09d1eb4bf9d936f0a6c4f252fd7a82c8 Mon Sep 17 00:00:00 2001 From: Deirdre Connolly Date: Thu, 1 Jun 2023 14:37:59 -0400 Subject: [PATCH] Benchmark plot script (#356) * add first version of benchmark post * add benchmarks table * document plot.py * Mention cargo-criterion installation in plot.py pydoc --------- Co-authored-by: Conrado Gouvea --- performance.md | 183 ++++++++++++++++++ plot.py | 171 ++++++++++++++++ times-by-ciphersuite-and-function-10.png | Bin 0 -> 36902 bytes times-by-ciphersuite-and-function-100.png | Bin 0 -> 36247 bytes times-by-ciphersuite-and-function-1000.png | Bin 0 -> 38799 bytes ...e-and-function-ristretto255-aggregated.png | Bin 0 -> 34337 bytes ...e-and-function-ristretto255-all-shares.png | Bin 0 -> 36810 bytes verify-aggregated-vs-all-shares-10.png | Bin 0 -> 30374 bytes verify-aggregated-vs-all-shares-100.png | Bin 0 -> 31578 bytes verify-aggregated-vs-all-shares-1000.png | Bin 0 -> 35653 bytes 10 files changed, 354 insertions(+) create mode 100644 performance.md create mode 100644 plot.py create mode 100644 times-by-ciphersuite-and-function-10.png create mode 100644 times-by-ciphersuite-and-function-100.png create mode 100644 times-by-ciphersuite-and-function-1000.png create mode 100644 times-by-size-and-function-ristretto255-aggregated.png create mode 100644 times-by-size-and-function-ristretto255-all-shares.png create mode 100644 verify-aggregated-vs-all-shares-10.png create mode 100644 verify-aggregated-vs-all-shares-100.png create mode 100644 verify-aggregated-vs-all-shares-1000.png diff --git a/performance.md b/performance.md new file mode 100644 index 0000000..2c86bf7 --- /dev/null +++ b/performance.md @@ -0,0 +1,183 @@ +# FROST Performance + + +## What is FROST? + +FROST is a threshold Schnorr signature scheme +[invented](https://eprint.iacr.org/2020/852) by Chelsea Komlo (researcher at the +Zcash Foundation) and Ian Goldberg, and in the process of becoming an [IETF +RFC](https://datatracker.ietf.org/doc/draft-irtf-cfrg-frost/). Threshold +signatures allows a private key being split into shares given to multiple +participants, allowing a subgroup of them (e.g. 3 out of 5, or whatever +threshold specified at key generation) to generate a signature that can be +verified by the group public key, as if it were signed by the original unsplit +private key. It has many applications such as allowing multiple entities to +manage a cryptocurrency wallet in a safer and more resilient manner. + +Currently, the RFC is close to completion, and we also completed [a Rust +implementation](https://github.com/ZcashFoundation/frost/) of all ciphersuites +specified in the RFC, and are now doing final cleanups and improvements prior to +the first release of the crates (which will soon be audited). + + +## Benchmarking and investigating the Aggregate step + +When we presented FROST at Zcon 3, we were asked how FROST performed in larger +settings, such as a 667-of-1000 signers. (This is motivated by a mechanism +proposed by Christopher Goes for [bridging Zcash with other ecosystems using +FROST](https://forum.zcashcommunity.com/t/proposed-architecture-for-a-zcash-namada-ibc-ecosystem-ethereum-ecosystem-non-custodial-bridge-using-frost-multisignatures/42749).) +We set out to benchmark our Rust implementation, and I was a bit surprised about +one particular step, “Aggregate”. + +The FROST scheme can be split into steps. The first one is Key Generation, which +only needs to be done once, while the rest are carried out each time the group +wishes to generate a new signature. In Round 1, the participant generates +commitments which are broadcast to all other participants via a Coordinator. In +Round 2, using these commitments and their respective key shares generated +during Key Generation, they produce a signature share which is sent to the +Coordinator. Finally, the Coordinator carries out the final step, Aggregate, +which produces the final signatures from all the signatures shares received. + +The benchmark for the Ristretto255 suite looked like the following. (Benchmarks +were run on an AMD Ryzen 9 5900X 3.7GHZ, Ubuntu 22.04, Rust 1.66.0.) + +![](times-by-size-and-function-ristretto255-all-shares.png) + +(Note that Round 1 and 2 timings in this post refer to per-signer timings, while +Key Generation and Aggregate are performed by the Coordinator.) + +It was expected that the timings would increase with the larger number of +participants (with the exception of Round 1, which does not depend on that +number), but the Aggregate timings appeared too high, surpassing 400ms for the +667-of-1000 case (which may not seem much but it’s unusual for a signing +procedure). + +I intended to investigate this but I didn’t even need to. Coincidentally, while +the RFC was in the last call for feedback, Tim Ruffing [pointed +out](https://mailarchive.ietf.org/arch/msg/cfrg/QQhyjvvcoaqLslaX3gWwABqHN-s/) +that Aggregate can be sped up significantly. Originally, it was specified that +each share received from the participants should be verified (each signature +share can be verified separately to ensure it is correct) and then aggregated. +Tim’s observation is that the shares can be simply aggregated and the final +signature verified with the group public key. If the verification fails, then +it’s possible to find which participant generated an incorrect share by +verifying them one by one (if desired). This greatly speeds up the case where +all shares are correct, which should be the most common. + +This is how the Ristretto255 timings look like with that optimization +implemented: + +![](times-by-size-and-function-ristretto255-aggregated.png) + +Now the Aggregate performance is very similar to the Round 2 step, which makes +sense since they have a very similar structure. + +Here’s the Aggregate performance comparison for all ciphersuites, in three +different scenarios: + + +![](verify-aggregated-vs-all-shares-10.png) + +![](verify-aggregated-vs-all-shares-100.png) + +![](verify-aggregated-vs-all-shares-1000.png) + + +## Examining overall performance + +With the benchmark machinery in place (we used +[criterion.rs](https://github.com/bheisler/criterion.rs)) we can provide +benchmark results for all supported ciphersuites in different scenarios. These +all use the optimization described above. + +![](times-by-ciphersuite-and-function-10.png) + +![](times-by-ciphersuite-and-function-100.png) + +![](times-by-ciphersuite-and-function-1000.png) + +The same data in table format: + + +### ed448 + +| | Key Generation with Dealer | Round 1 | Round 2 | Aggregate | +| :---------- | -------------------------: | ------: | ------: | --------: | +| 2-of-3 | 1.56 | 0.51 | 0.75 | 1.39 | +| 7-of-10 | 4.65 | 0.53 | 2.36 | 2.88 | +| 67-of-100 | 46.05 | 0.52 | 21.04 | 20.37 | +| 667-of-1000 | 693.45 | 0.53 | 211.68 | 197.00 | + +### ristretto255 + +| | Key Generation with Dealer | Round 1 | Round 2 | Aggregate | +| :---------- | -------------------------: | ------: | ------: | --------: | +| 2-of-3 | 0.24 | 0.08 | 0.13 | 0.22 | +| 7-of-10 | 0.71 | 0.08 | 0.42 | 0.47 | +| 67-of-100 | 7.61 | 0.08 | 3.77 | 3.40 | +| 667-of-1000 | 179.43 | 0.08 | 38.32 | 32.54 | + +### p256 + +| | Key Generation with Dealer | Round 1 | Round 2 | Aggregate | +| :---------- | -------------------------: | ------: | ------: | --------: | +| 2-of-3 | 0.56 | 0.18 | 0.33 | 0.58 | +| 7-of-10 | 1.71 | 0.19 | 1.08 | 1.24 | +| 67-of-100 | 16.51 | 0.18 | 10.03 | 9.38 | +| 667-of-1000 | 206.85 | 0.19 | 97.49 | 90.82 | + +### secp256k1 + +| | Key Generation with Dealer | Round 1 | Round 2 | Aggregate | +| :---------- | -------------------------: | ------: | ------: | --------: | +| 2-of-3 | 0.26 | 0.09 | 0.15 | 0.25 | +| 7-of-10 | 0.78 | 0.09 | 0.48 | 0.52 | +| 67-of-100 | 7.50 | 0.09 | 4.41 | 3.82 | +| 667-of-1000 | 123.74 | 0.09 | 46.11 | 37.48 | + +### ed25519 + +| | Key Generation with Dealer | Round 1 | Round 2 | Aggregate | +| :---------- | -------------------------: | ------: | ------: | --------: | +| 2-of-3 | 0.24 | 0.08 | 0.12 | 0.22 | +| 7-of-10 | 0.73 | 0.08 | 0.39 | 0.45 | +| 67-of-100 | 7.70 | 0.08 | 3.64 | 3.28 | +| 667-of-1000 | 181.45 | 0.08 | 36.92 | 31.88 | + + + + +The time-consuming part of each step is elliptic curve point multiplication. +Here’s a breakdown: + +- Key Generation with Trusted Dealer: + + - One base point multiplication to derive the group public key from the group + private key; + - One base point multiplication per MIN_PARTICIPANTS to derive a commitment + for each polynomial coefficient; + - One base point multiplication per MAX_PARTICIPANTS to derive their + individual public keys. + +- Round 1: + + - Two base point multiplications to generate commitments to the pair of + nonces. + +- Round 2: + + - One point multiplication per NUM_PARTICIPANTS to compute the group + commitment. + +- Aggregate: + + - One point multiplication per NUM_PARTICIPANTS to compute the group + commitment. If the Coordinator is also a participant, they could reuse the + value from Round 2, but we didn’t assume that in our benchmark (and our + implementation does not support this for now); + - One base point multiplication and one general point multiplication to verify + the aggregated signature; + - Verifying all shares (i.e. in our original approach, or to find a corrupt + signer if the aggregated signature failed) additionally requires one base + point multiplication and two general point multiplications per + NUM_PARTICIPANTS to actually verify the share. diff --git a/plot.py b/plot.py new file mode 100644 index 0000000..9a3a0e2 --- /dev/null +++ b/plot.py @@ -0,0 +1,171 @@ +""" + +Generate the graphs for the FROST perfomance blog post. + +Install cargo-criterion: + +cargo install cargo-criterion + +Run the benchmarks with: + +(check out old code) + +cargo criterion --message-format=json 'FROST' | tee > benchmark-verify-all-shares.txt + +(check out new code) + +cargo criterion --message-format=json 'FROST' | tee > benchmark-verify-aggregate.txt + +And then run: + +python3 plot.py + +It will generate the figures (names are partially hardcoded in each functions) +and will insert/update the tables inside `performance.md` +""" + +import matplotlib.pyplot as plt +import numpy as np +import json + + +def load_data(filename): + ciphersuite_lst = [] + fn_lst = [] + size_lst = [] + data = {} + with open(filename, 'r') as f: + for line in f: + line_data = json.loads(line) + if line_data['reason'] == 'benchmark-complete': + ciphersuite, fn, size = line_data['id'].split('/') + ciphersuite = ciphersuite.replace('FROST Signing ', '') + size = int(size) + unit = line_data['typical']['unit'] + time = line_data['typical']['estimate'] + assert unit == 'ns' + if unit == 'ns': + time = time / 1e6 + if ciphersuite not in ciphersuite_lst: + ciphersuite_lst.append(ciphersuite) + if fn not in fn_lst: + fn_lst.append(fn) + if size in (2, 7, 67, 667): + size = {2: 3, 7: 10, 67: 100, 667: 1000}[size] + if size not in size_lst: + size_lst.append(size) + data.setdefault(ciphersuite, {}).setdefault(fn, {})[size] = time + return ciphersuite_lst, fn_lst, size_lst, data + + +def plot(title, filename, get_group_value, group_lst, series_lst, fmt, figsize): + x = np.arange(len(group_lst)) # the label locations + total_width = 0.8 + bar_width = total_width / len(series_lst) # the width of the bars + + fig, ax = plt.subplots(figsize=figsize) + + offsets = [-total_width / 2 + bar_width / 2 + (bar_width * i) for i in range(len(series_lst))] + rect_lst = [] + for series_idx, series in enumerate(series_lst): + values = [get_group_value(series_idx, series, group_idx, group) for group_idx, group in enumerate(group_lst)] + rect = ax.bar(x + offsets[series_idx], values, bar_width, label=series) + rect_lst.append(rect) + + # Add some text for labels, title and custom x-axis tick labels, etc. + ax.set_ylabel('Time (ms)') + ax.set_title(title) + ax.set_xticks(x, group_lst) + ax.legend() + + for rect in rect_lst: + ax.bar_label(rect, padding=3, fmt=fmt) + + fig.tight_layout() + + plt.savefig(filename) + plt.close() + + +def times_by_size_and_function(data, ciphersuite, fn_lst, size_lst, fmt, suffix): + group_lst = [str(int((size * 2 + 2) / 3)) + "-of-" + str(size) for size in size_lst] + series_lst = fn_lst + title = f'Times by number of signers and functions; {ciphersuite} ciphersuite' + filename = f'times-by-size-and-function-{ciphersuite}-{suffix}.png' + + def get_group_value(series_idx, series, group_idx, group): + return data[ciphersuite][series][size_lst[group_idx]] + + plot(title, filename, get_group_value, group_lst, series_lst, fmt, (8, 6)) + + +def times_by_ciphersuite_and_function(data, ciphersuite_lst, fn_lst, size, fmt): + ciphersuite_lst = ciphersuite_lst.copy() + ciphersuite_lst.sort(key=lambda cs: data[cs]['Aggregate'][size]) + group_lst = fn_lst + series_lst = ciphersuite_lst + min_signers = int((size * 2 + 2) / 3) + title = f'Times by ciphersuite and function; {min_signers}-of-{size}' + filename = f'times-by-ciphersuite-and-function-{size}.png' + + def get_group_value(series_idx, series, group_idx, group): + return data[series][group][size] + + plot(title, filename, get_group_value, group_lst, series_lst, fmt, (12, 6)) + + +def verify_aggregated_vs_all_shares(data_aggregated, data_all_shares, ciphersuite_lst, size, fmt): + ciphersuite_lst = ciphersuite_lst.copy() + ciphersuite_lst.sort(key=lambda cs: data_aggregated[cs]['Aggregate'][size]) + group_lst = ciphersuite_lst + series_lst = ['Verify all shares', 'Verify aggregated'] + min_signers = int((size * 2 + 2) / 3) + title = f'Time comparison for Aggregate function; {min_signers}-of-{size}' + filename = f'verify-aggregated-vs-all-shares-{size}.png' + + def get_group_value(series_idx, series, group_idx, group): + data = [data_all_shares, data_aggregated][series_idx] + return data[group]['Aggregate'][size] + + plot(title, filename, get_group_value, group_lst, series_lst, fmt, (8, 6)) + + +def generate_table(f, data, ciphersuite_lst, fn_lst, size_lst): + for ciphersuite in ciphersuite_lst: + print(f'### {ciphersuite}\n', file=f) + print('|' + '|'.join([''] + fn_lst) + '|', file=f) + print('|' + '|'.join([':---'] + ['---:'] * len(fn_lst)) + '|', file=f) + for size in size_lst: + min_signers = int((size * 2 + 2) / 3) + print('|' + '|'.join([f'{min_signers}-of-{size}'] + ['{:.2f}'.format(data[ciphersuite][fn][size]) for fn in fn_lst]) + '|', file=f) + print('', file=f) + print('', file=f) + + +if __name__ == '__main__': + ciphersuite_lst, fn_lst, size_lst, data_aggregated = load_data('benchmark-verify-aggregate.txt') + _, _, _, data_all_shares = load_data('benchmark-verify-all-shares.txt') + + import io + import re + with io.StringIO() as f: + generate_table(f, data_aggregated, ciphersuite_lst, fn_lst, size_lst) + f.seek(0) + table = f.read() + with open('performance.md') as f: + md = f.read() + md = re.sub('[^<]*', '\n' + table + '', md, count=1, flags=re.DOTALL) + with open('performance.md', 'w') as f: + f.write(md) + + size_lst = [10, 100, 1000] + times_by_size_and_function(data_all_shares, 'ristretto255', fn_lst, size_lst, '%.2f', 'all-shares') + times_by_size_and_function(data_aggregated, 'ristretto255', fn_lst, size_lst, '%.2f', 'aggregated') + + times_by_ciphersuite_and_function(data_aggregated, ciphersuite_lst, fn_lst, 10, '%.2f') + times_by_ciphersuite_and_function(data_aggregated, ciphersuite_lst, fn_lst, 100, '%.1f') + times_by_ciphersuite_and_function(data_aggregated, ciphersuite_lst, fn_lst, 1000, '%.0f') + + verify_aggregated_vs_all_shares(data_aggregated, data_all_shares, ciphersuite_lst, 10, '%.2f') + verify_aggregated_vs_all_shares(data_aggregated, data_all_shares, ciphersuite_lst, 100, '%.1f') + verify_aggregated_vs_all_shares(data_aggregated, data_all_shares, ciphersuite_lst, 1000, '%.0f') diff --git a/times-by-ciphersuite-and-function-10.png b/times-by-ciphersuite-and-function-10.png new file mode 100644 index 0000000000000000000000000000000000000000..ab4020e93a460f7d1aaee4ffb654b8268363fd5a GIT binary patch literal 36902 zcmeFacU)Cjw=H%uWrBly}sS|b@w0L=XV1oaL(RquQlhGV~jbucI>G1g1H=X z84Sh(nM1#wU@(4)V=$(x&Y6XOv1sAs!2c7rI;d);V5V)acY& zn==-cMrP*(_=Na&@T@hovN~@m!q0#9?;qeZvoPSV(*2r&H~IPeAvH?|gH4zIcUqWa zs1bwV?kV%zKE(?Uy6PPqiv}hpzKquD&(=S^Jm>zW2i|?h<}CKv(tPY~tAeVN@w~!y zcl$00Z!Flc^sekvww7PGuX=r6w9Y3l{DzTlb?1<@PH%wi%2y5X$=x;?nhp2dEBgi< zGql|+O?>5h93%qxJ$08~!DY~ErPt=Pd6Qo5|HZF7g1nD}%y$Y53Mx;t zHM4VYFtE*IJM;b9mz~~6QXPjaZ0?q&i42siFgYowcexM#l^)fNpils zjPR4y%AP`kW(}H!zPnvcW<{#RMwnE_eEs~{BTw(d>szbi)00NMcb>Vve#3^+gwP@D z{G$eMAEfj)$`nbAMk&SKd+;FY`5&_jN=p@NY-}R5(gwvx*9cqucHrtluYiDnudPKB z*{y?LUUNp;bk|r|Se&@_>qbH2vMu$`%yS|JW-v|$)X!uvJiG>b>P?=A8_NtTOCg_6(KB*^r&7P)*p z5Ow3epb>MIY1KnE$?wOS3+~-ZOLIu75IB>+#JZhf=H@8|jbo!j+jj0ek(rrkT>bQM=C_Y-4ue{W z#$MV^14;wEjXLoLMHT#6-vg5y><>%3uPMLFs}W_-#&E5p?cfn4WL%beD$TGsFyC{t zypN5Hg|)Sl=9%V0k7d11gr9i)H0{P{s$E~m*X9C)a?8}z)R57!I~w1=_Z4yLWTtD| zHG6gOHD{W3cQ&=P-9IP({Q2|zd;9^Z)}8w0on!bZ3mcn?&mVF)tCI2A9p#btxajGo z8Ms=H4xSxrm7KVpm6dguM{T`~adF_~xl6V@RMECOsN*u0Sd(z(7@kLYO}om z5zB^&@u4hQ6-_NIFMb^fA)}JtG?LFHwpq59Y+SHv&oOOnZ3`d z3XgTSzV$1e$Dh7dMMWhgC8fPwMW_7n;d^gJM+Z7L+uGXJr`rh>J}DCGyAh!jIhbu? z+K{fstC4ia*Vh+|6w0j>u|-g@EL}2V>!pT<2K%0r)&$+0S>;h`3P+C~TB1R3=VQ^|^J{B0G8~3>nN2tttM@i!2)T?q z_6hemzI`CPK?ck7;ll^)`J@MaeoA4-)?uTmg&y^j9rCX0Zp!oQC=GSzR*njD9R3=v zm&cqtXU@A1Iahf{>cfo+eT3K?{jca6)+88lD}>y5@ZfJa5y$=JeA30^4yY_l`VO3 zZL!j0*`>n5!r|vX{6!Ccu&esCbHmR+|2)zbsTXU<)6 ztg|Az^u~?Uz6`6T+(p)%6>{g!ox_#i9~tb9L^Kfptahdh9}}@!)TXWZp3d9z5B=}o z4}1Uqq!+J-^1_7+xz(NqUsbjeoLV$!5PmPX!`$k;9Va}BWD@52Bj1~J_XEL&9I1V@88+rc+TYrN?FD+84^H^$4 zvRQ1Uj*C{K^JsKSp>OC*w`HAe#X#zvi(m>9al{=Cfrx%Ks0 zhzw8WXxjI;J<82Jl+pKAwC3pE`q}jAPg0ncK+9$(8?gdEUUw zWjbw%mD;7fSrg;gHK$IUqVRTejkx;CU8cuAy}Bu6(R8Tr{*DcDjmeG98d+n5zH}A5 z+UcsBk3KlIcdzTY#>}%lp2Y_CuW>vc&RxpgRw^$^Z@p2byC$*p;*8mXXKMrx9z1CD z{P&q(2L=+qNlyfE>^}EE#I}d0Jz#5;t%Se7KQnmWAG3_g!j2o4M|dH;EnTxFW`p#t zF!N8ZMn1Vq_Biw)PDWx+*!N}(CD`@p7Y0b`3=R$&SHLBE41ozdLvFgUbtE$>`cMk5yYeNWHX&Y ze{l_k(4#^_GBPs95yBA`xGcADEL!yF)y6{{P|_loKC?AT(4F! zdXO`)o}TgX@xv(zW{u;II!BWOT*lRyit+k#ZiDG|eGwMT`7L7%hU(>MjJd)zM(WGQmp51LK6k$s>$^Zk3h#EatW43;K~?qsy1Z}gp#k%Aw%@pP z>8G6f`uaI@=EUu3?XFF}i5RqE0f*rBWbF6lK~gvE+eUF3cW|u;l6Frr)Im;Jm#3Oy z@i-+~Enc7Aly_voik&acTU!go=wvw;nP_G?*VBLb>^f^~o;4KFeC|yCogGIuc`ibr zDsD)%HpwY3FF$nX&~|)&l3C-qLpy5{O$>^AJ>@0vF%CmLLi0a;@Nf6CZ?J1!?Us3u zUuPHB3SC{@q4Z@r-&##LfBlsil5xa)r&O$V#+zDOV;t19l(X0vM*f#|m%nPra9AMo z>W#MmZ%vV(sKFjl(UoSI!!1rGBguE}EZHC|TpgzRB=F_XUa0^anQ@~%!on+Xww|^P zbtgA+FmLD=`iRF}!T()R9-$O(c(~Vl`4!y<5>7Q9dOR9QZ|W+r&0WjkZt3b<4AjGyEE^Cob8+B{Y?+;{P^)>Nmt*{&~D_Q{&$r#81J>0 zU!-7_U|76=xUY4$nM(MHgUqs|vl?z&Ep2ODM!R>*l=zD~SPgV2VS^vux^-)dys>eF zztf=F*ykKJ*+YjsxP%Pf?On8Jk^NA;ZK7GDL|<$I5}gNZc`3ZiPav`dS_SUFMi$Kz4G0o1Dx%=e_&k|qSX_5YEo@`W4?X6 zuv+ZGyTA;r0(-5kl#N)vK*lG8se~#UTU(XkugyYEBUT8mhp#SNeZttd<3M9&(6_Gz z{AYH0_jg3bs+Z}cUogj8c3up!!GZ|_LMcV7DDRX&w@*B5 zO|k9O-neN~$ndyP-Loh8ceZ+76Ls3N$x~+9v}x>Tai|3=x5^Ok!1E|Wl!(;q`}XCN zh|737Vzcg!GjCtMJjkE6~60cvlCc+=^bla|7 z%3~t~hvR#DdcCmo`nD8_@&`S0kd5pwT9WyFxGz+6{g+!fk#3d^;@rKu^_{(!rJc5I zWiZ;;Wlv|kpEf?GEHr!e)zPHQn>NWZ?L<_8NxXKOX}cAbg)1PJ#As)5%c!T>L<9dk zW|R1~*V)_@wkg)Cc+T)uiW63OQ4moF*3DZSr6?b*<&RUet;kT@p# z%LR|Cb|JRGyXOWYh^ePqg>$vv({V1|9N-xE<ZkQ7OZlv6qrnLrd-hsfzgK^ecyMrVTgl_Y?Cb98E>AuG;rEWpSeGJ`g#gY);zJMY zM)x&3w1*!Ly28~Ch#!G6C`EkZ#)A{1jT2Ghn+`Je_PmXGvE*34=fTFawMp%G3pTOV45=2ep*l-I<0ns^v{yK9{^i*+&%8UE48I|=ELpj7 zG~1`7H0(H%hVbLz@#=U3_m}+{SFJaH8yV`W#lGGU5RW&LJ#r+yx3(|X#otLv>bK!< z-@<^O)idl9Uk+LC-~W3>w1$DRz=uz9sBr63t+&;;|G_MA45<6L5jD)#_JEUp=YVJx z@RN2f_Of@jd^v^{HL8kxBqlCi>L@2M+9iPc^8kPP=f4gFEM~Ym=>EjcV5q%7C_;6h zge*v*o6tNSUaD0))A{=sX{}T%nR)Cy?~pFa0uRo!?rqRQ7E!)9eI}hhL+s-f6SO%9XM%Js7#wN z3yJiUh~3v<`andy-ptqca7I^)SiM8gY;JE4$47E=bISr}Ikma24Z*`oT6F5iwaIPq+) zGF9(t@gY8fMu9+_5%K{NHCZlM{>~#t%|!t^*yJ@C4#~!4VUN}wxKh`bPCIq|`t^z_ z7H6mio4s(=yZ-i4PCI)89D)8Vf&SF~=g`zF;pc^}ZY}-aBD*wVzhyXzjB9o7NbmMQr zVoaYoH&`@(yS%>`ppg%%=B47;dmMs>9;k-|k>pTL=@8ys6aE%~z~rw>Ki6bBIruP! zweRw2ar5)@CmNNuJc=m?gu+)+W*Gx_KYseeDq8zX<>&tV^X=H!SS;X|Iksz2pemp| zU~&P|$ukp9zh0=7>8OVMuL7*QQ3mTr7eT8HARdle5i$RGsll;NF7aHwI>?f)4O*NG z*ZyBlPGfjnCKkbqPfNWtM6UGVzCWzSMy%~FTnGb4(sKEpA2MZ}?ty64C;P#*6h~_$ zE2df*Weikk*!LCg7O?Ug=&UqB!J-b{!fszzTwI)$^aktpl7qB80o!+qEsX?lsLnt2+k#nBY8Se{;3y;6-;fF5%#y3S$cr5EZ-xmVRdn zTeeV&>8MGJJlBvO4uo27Y5pCB!ZyJExeFF3-Q&~JGcX86v@;qV>^81@_GLr4-KSRz z`ZyFC7-o`<4*I3r5?2}Ucc^q&FLbTwec6!I&9Mr`%+%`9Sjd}=n>8s z?MbWFTIliV8F5lAvf$?Ih$y0$tDM6#ul3U=zkYq=KcPK&U-N$S_wk9KQgiRc=^!ET zUaX(r8)E=`rIQr{s%4A3|5Z+TuTRsX@N)$P1>4dJSU1>8YUX1MYiR2fgHsO`_+7HgQt z+(`9EZ>=q|Skx=0@Gp%vfTvuO3|XmH7GMUoSW$oKJS4>Yk|vQJyT&z`20e&IM^ znNTtXDN);=GQ_((c%|T91Tx7XbwkwGro13PicZ8oHCq9? z=#u8u{pF`K8oY;UBr7^)CVo;UCK{Izi;%1orFwi~xX6W`rfRWVsWP#uaKH2rPJl1g2UEWdkBnVsbF&0;oYFFqIWf4l-Hga*P4!w&1nYM{CMR!~w zZw;h}SdeJGwJ2DZu3Q<3EpnJi^)a4YIN*)XcHQ6kfb}Q7w@T8*3@b%1-gM*`2pYvF zrw+bEj2s(kR5^0wMoUq^#04{iN=EkL=iBGY1xRQCCo5`dJ|HvrKd+opC$^P|dhDsat#~ zV2}BJ*sn>@ z1M#v51X)Hz1Q3)b)FQ5M%@hm5nK(gQsH*{XkK(8A=IJrr-Q5>*N<@V#gf{d&2yhzo zcK-HZHm`a@Ze0t2Ai`247)eq8@Ih(mP7rc;_55~6fbCVI7<2x79LYQ& z3QQ`Z)Tr_TwX^d}u<2|{fq3OA-C83a@#4jA*rYXq;=;mekbfvnm7`+uKC-DVQ*@t- z{gl|otM>GT*kySpNhTny%x_`+jDUw)7zG?=ibbfRQ3QlKkB#JkjYf#aLoIg-T`gfW zm6rC#FnxTuWsv@3sq}Sox^?RoP|R;viV}e>u}=(fksa0Xtusb<12=6`iAirAmv#!W zN5w;|5a94uTp>WR5=e9^TCR$?N3RFbL9Y~95ID_kZDCkH;ClV`9`_qJ5)8p&>-abW zLX&_Z2F3?Ho{G|^yxL->;M>i2fd@PHdH=9 z8K)6DQ3+^RrX)1LIU?|&TZC16iHPI3IH_B!!f&k>g%Thcx#rX9gOC&GW#Nb8o|ltz z;L)Q;r1s2Z=Ly6AZv#YC2H8Q;h|U0X9Kx|7N4x_woko4!-T(aa9jc_IK#lL-9kX-* zLVm*^Aqz~f(k%T^Rh6o+s3?g`^z_Og#aK>=nki;sN7dEUHFb9Sw%qI(9qLs9*nLxr zgb1zU_)G3;j|HTrBpP$ zwzVjr5`~%2=~wfKxFpSmYD%EZPSU{JM1j*5EZ?4;-u>|-v&E6(A^zQ@Ayf1xhr0Xw z=djkz!V6-P33O4&2#N&dQ6#!;y_A=i$06bP3`|0EQxgTL%U7<*ju`YaxgaLXZ1T)Y z7e@&Ic}|0X2ompRX=!PIIy_OM_t_UoSO-e;w`*B3_U)59GZ>g(?*8_DlH=ck06XwM zsH%JH7PJQ(XNlNIUI;J=r(VwO%S1tAf^z{K@fb+lfj0t0hQJ3@4BufgPkotBGB0qW zuVnj7RTK*eZJ)ZjOfQE{82%k``iiAF^BNkoNlHT~)O*s499IeEW&q@S8z=^K=n%rc zjR0+OjR}ZsMHWuym4WD6MqC=srFZC05E!%paNnV*vI3|n4_A<;i~xiOJ$G5g_(*4j zayl;5Liw~(>-sndp^>0A(iz(cg`ffzZ&|23C#3!{{~^2X8ljZb)cl49i(ebS z!zw*HuS?5E6%^pP&*`gdoH6SUUJpYkReyH=5h_Q{o^=|F6y~tb#@-l(NBd_Y`SR8~ zAulSS7A#LNQot5PJ@hI)7Q7{Me4;HlZR6(6R6DjvAla0HA+!GS@u0AXh%8h8&3)1c zod&B7IQE=>h!CcS$7&uUy1{SU30ks#7-Uxt5vwq+t=qRBqZ~~d6GD&Rka=_dQaK+% znLlPNcxuQgY!Td179OBoCqX81p;E}WI3`&A!NHK>{oM_#tOsfPs_vx!! zt4Cco`wIR2fD{nM9eO(J(~{Mb&+&3{a*B_3#Z#g}D#w!Dj5TBR*h0*1y4Whk-G zfsN2vqd~9_JTj4hV2t!{SX=?wz0g}=vs@!UA;nz)aXN1=GmC?yeJ3;_crE2tJOt#s z%RQf|w@8r|yhO57f6-JaCAJCYC#yA+LM3>e5j?qp#))wik|z-My!6-g&-N1#5>kTl zc>UI`qov6wpa1TD!p0|g2FI1#A>F{N_E=A{4J=r>OYHoPVbstvBL;JuvT~BrMyUct z5IhDfz9xL|&DyD?^=%o<0YqegYda2ZexNJ9r~|v6IQWKiJ9rzqXZsTZq}&aagqQtP zmhT^b97t`I?d4F4P%K92P7Ir6Ez}o9$l!f8j*jV|*f-z|o~?U!99994UZ^pswkjGO zG`Fy@Z+g!g|D#gu+37H73XezxI1(5)+$F~P6_)aA*R5)};NV~aqRJR(ch&0E5c?ll z6_o;e4i689LkjT`v5vqwwHp6!N0t;sJjD$Afu`>6Xc#EAZQ3M7z7J4^WasD+8t)63 zART=d|4$RpWeg!|jDShl)*f(MWqf>`j3JZ<@$3LY504mh^NEUzlIH~rpn#mxgbab` zvJV2HGH@`lLoy|hN*^Ju<`xynqfi0Ql?E^pgq`A3`PIJe!n}2?sFtloDH@5NDl+g$ zmEHmd2}Y%xn)CYPZ|nrm4xKpRYO63EwE ze&zOAm7?i@9u}6C0$H1W&HnU1WFMd&+`DZwSgkerA-QVCj*6e2X!o9v&2b;F_fFKy`;}KGQ&V!{ zdpuV-K&%hURsc>Xdjyb2kQ$zUd@Kl_ zsQ5(AzjuX%5(xD#9NXAC?Kw|2aY1;wzTP4tqK*_&3jCf3;f^RsY`E(;Zzi^>M5_zE zeEHH_@+zCgENeJ9BEe@yAc1Ye?@)R|n%KN~bLjj^riaHvr0TYep@#VUj5AAr;KEKv zY=;O47i5P)6ep(zlx`+#2cWDa`xjLLYu21I?*bDN6Qh-u4{%HzDo#s37-NKpCPnN8 zVhio;?6yL~vIl3@5C4a^J4xkN7OswfxE+c5Uj3=wH6#Oyr*54jQC;}*v4!Lr-a&Ub zfbcG**x5j1^uysG!jOBPwK~Z^*uygV084U(!#!o+>Sv28GE&;mkbe?M6pv8K(wJn zBLWywkx!A!*CrXKuX&p(U6cI+IEc8%p{Q2C4A>j)0@(7_;Nl*EAqz9DeoCw)Lfx5$ zdmz+MqhSG+PJn=JLQ#mqy}>eLTh4a4;|}p^r7EV`_9o>S{XUd4#cr)txdx{V#5B5U zA_kd?L9Zk`Z75mc_?D3oONLt`DT)dnln~(nWTdYkUk4+yJYTg3A@2Fd?>IYjYl;zy zTUlaWIp}i&_b9mJ737Z{^B~q@$J_|roGa=O?5QBeT_5Pp9F2kY5k&?RSWZ$Qhn=f? z_6R^up1wt_G|+V?s?B%Ui6FHE`cj}Ymmzj{qu?NTk`lA|=f9r@kpQ4)NOm$V4Y~P! zY^)rd3=}OQL?NFA%$mRaWKRH-xt=(i6L_@ntCZfjo2mhf&%1v;tWJ0c9RN5+)1x4_ zlC=nFD@ipi0tI-BWM$a#1JHWOdq;{VFuISlBN5sh;`Rw#bd0FD0p)DC=p>a3DAnLf z3b?*x>(?#rJheNZc+#th8+G3G>(@)LU8Aw3jC<-*AXx5@FV?_bg*E6+02xjY#S!#G zMJ4+OfcIWbH0%IS1xtKTBgvE~l3s^fs8J(vvm_yK5juwOu7cCfI|BCXAYe|SA&_9= zsne$i3U@b(S#>A=O$OFCE2?c(ABv7?Q00lZX{r*Cpf zYR6^_`oK_F4jaYBjT?<19g!}*boufy1Vtkl3#dZaf8YSAU=-VayY}nXzCJ7@tZvx7 zK08idLGd(DV-nj=sa2ly0pu9OtWadS0u-3QtR7rsnS;v5B!z0r+O>P}`4!m915nYq zB_vR!4eV@u?K0lSNhm~Kax6hT!SE4nRTQnqtgNhj9D2&aJ(Z(WAFUC$&jpeOgu2TG z+Od57`LxA<*4y` zk@@BE^oxn-$8OsSy%&(J9NVC=K^!8|fIxM}b1|lW^lStbIbsJ;y%V8`#O6Ti zS&9yLaAITJPN!M52VzH81$IZqW|GTt04BYykcsT!7D|Lt65MFo(Lf}-M`gA-(4hVUrjFc<|3z}a&}@C(DM;ol=f z79OMt;w=F*1(HX z(?`hUE(Ap~g@7DAlJ)(o8*(RSV_^$p3dyal1QUB3vDK~?XqfUHG+Qj%=JtS@^*BBe zAgv%JYOHdxeMgH*v^lZbFtRJbg^N@n%Ovnj?n7pRY4uK|URg+M;UuAzC*Kd+J{9oa z>(B;5@KYmp3eVwXTVy|KSZUzh@@tDXbIGurnOHKP(LEv}&@CRcB zy7dz4Nv^FF2KzjH#tfLt*1`jJ4BSdN;IbE!8Ti&uv=cjW1U@hFh-*DNzmM6})58b5 zz!<7KD(Zl%LQ!b9k+~Mic{7j`VBR4nPP!0Cy~~#_k=+qc%JR}uF zGP^Mz86OF!R1|pSkWa@D(_m74lytT>1f{k3TaCg+Q}vpwlG1SFlPpCMeqEKR>j0TNU;rgDl@wNbxti*EPOJEbdKUGDbUjd{1=V`4LZ(&Q zsrH7}oZo{68P+!nyW-PaT}DCuSbu)MkKBMOIs)$8fhCBGid9EtuSucP)%2vohB!R5 zP#h*>pk{#Q{C7LRVp6T+g2sra&mhjyOYG>br6*VKIlmXKIYoeb_)qv@QNyht0Lae7 zGE(6z`1&UtB|L$aB7};kk1QsCS#PPY&;BY9=Bp(fs{*5;i;%cZS`hTm$HK4RiU-(n zkNl1G;~w+CtCKH-QnOOr$>&{sn=7A$Gf3=>(9TFbs4@P17|{QNU^naMvv(D8rguNl zHmmx}U`^-1IJx5CVD^Gq00t!1YSa<#F5`+Q?+BIHnEUsayE(y?O16f#{^F6u`CtP> zXf6EwRW{|KoZOTSeSuk*YJHf>7zKH8>mrHD7%c@@^va)}DG(fmaQFD(!?oC~ZBD{sU$?((}$*uwALq0b0a*J3r{YezMijI?#s7=>9JeU5z=JAKYTz>u9wc|iQh>Uky zRuN%EY&QT}W1k4ImE^_u@bIu2+70TRyf@JQCc7DSovjH5q}FJavYg|qK4Y>+X>BAV zGLjR}{NZb-2-8k8l$vvpPYyLSG*I(|evv<~XC4;_C+q`Na&ZTILZaya5d|hXb~Dw2s{Gjk^IIChNib=-MW1}s zO9r%lwdT*J&w=$f${>3uj-+%)J4;Q*h;3jOwtIScTX+p1wE>uRG+Lbonx5-CxCulZlvfBA~*zr zQW|V!wbm?)?VCa;)6IYJCK><#&tcR2x5|b8PO0(#|L*@YYhSJDng~UZ+^1;$LVqRo zn`Q!5bn#7Qy{7X(OGHsX7h8+aW!+VE93rI4d-F);=o3ivchI|tOhR7QREy^82Lpg0 z;Wf^!u2w?_BT+vnPU1V1Emrx?iv#^eLZm!o-AY&^NPTM?ZVjlUS|?3#3QG{?f*4;4 z4SC7ZrH^610ub1?Zrum}*If-68VJ*haJrK5!U<&~$!zFdad^4|8zC|sv-!;hKF^H%@_e>5{RAU7p5vt?HgOqN<11L`Y zdUg=el$@MQO$9P15Im_YfKpaiXYdcSB12xnuI)AULx=Y3;HURQ_CWG>rK>5y1zvuSKR<-R0C|M#zbX))onTO8LbZv)^2VJQzy) zf}6xMN#B(hH_AZGyNd^fm7NlY!a(k|56a2PqE2PniAqR}n|o2%M`4QIt|iE202mR- zT0>ox&&*Hbxyh0|bm~+fF@}#0%!W~^vMv<*Durh-8r(VCp@#;dK;8oXig}&vt&^S` z;()Em)q<-t0!*QnS%4FtbB&Pq(T?gZi6`!!qR#qUkJ9<@QG|9}_gT=I>`<4AWgvu5LMMq{&QGMg&Y-L637o7PqBc>WI+PL& zkCQnEOqrUqyztA#Pi9r*74-bNCVvtS?Yj7Xzi#zk*TDuW_T(W_k+BVO%VBb>W5>`E(W62T07`!% z#5aTPgyE{W1tl$n6||Ky2*H1RaSc6F$MBmd-3}AS0(+7QR92-#W2I=VvO}>FIoO3BztNmDB{Ncvp(R0LOM1Sk%jB7UsU)k zJ4*DFPkHUVC+e<3Xo~}hf0&8U1(86EM%2m;ehd}e*?;|DUKxj~EspR5IAYey;A#~i zc?z9>zn7fvSgYg;mJ^OB1J$!X-F0(wgLb!GhMJXezZ+$M&`S_x|M8AbYUV_N5sE}r zf>OGiW)Ps@J3P`VcNxW8Me1Z-%dl7xc{AHb(j^n>DeieAx(JS<%jzx{F$GwQ`2X<1 z$~YX@{ON+-@Ib~@uxMOd(>yiaY-TXnTykuZiUYl^uzRw(uOfZP)KdQ(Ia3vcr?UGR zarn6!3(^0LE2>ES@%=@S(HDgrzn#zc{Z@)+^78 zLz%~;qoX5J0&l13lir@0^^>3EdQ~@(VS*%GA+mJx$4|bx-br6s1S2h#$Li?7&FXRW z>Qz$JVUcYdx{u;G5{@=*bQO}yiuN0{U5mxh3qqy{{3qDmeL=hva3O1MSPb}??{ zP93;c;KKp;$_>(+JenZ+SXN4yn$VUr!vW`({Hj#O!t782GDGp<-ixp89AFsKt8`#{i>5?EAxPdK;oav8$puE`yCJT4^_3T3sbVHgD2BUX4w_ zaI|?L%UGqp{x&k=Q#t5G4y@@L0w%~f<$C(~&&ROOHp#$&QuKKT=zHqx zMZgiTti_Eqx3-2NABCf7i`Xx64^ zttWni8M$=ys_D_;6c&KCh0Tk!Kxz_3L7Tf?c>${@BD>hfAyr02#Hc3Uo+vnD!>Gj5nzH8&5(*oNkaquwzQ+jwE+Cka;)R{ zThBXp^cv2AMLX&*77mWyvKG;8J-Q(N+J@_xWLqqPvEoKRIHWU@;|-pdHYi(U(=Bwu za+3k5ZxG5EYcc~w77|e*9*4lm)rPPxG_+!;-k;=<0CevFcV7(t?J?>2kmKD4#u;mO z>&{(=NAJ3dNVg z5y{#Si|zn|rDTBYBOX5S?=1bwctaeWMHn!56>98;C=~?5tBKZB2Tsb3a;cM~rX$81 z)nMp~?b0pBveoZR#jn`A2r*%_c1l>Un~GAqS}%q*X%mr+z=TgREGZ%`wRuiQSn3(C@FENn{*m zB1F<;3b;5beL^SIuDyKv0{};EqKx6%TDZQ4^+}BE zpg80)AY-R*AFdKvn|O4xbYiHQE#QIa4JhNqKho!pYz~+d(X(O_T{`)^7|f_Wmp|j| zR3g6gLpVpjv9S@mIr;}P68U~C2=0~;!T{K5)qkYFS*jqT<14}^FNPt2JU{sx486-p zI@BKny*~n~OsevGSHNM$x_(hEp$ji5>AK4b08BePXe)&xxiE6iiOmQ=8H3E2>b@6JI@^{04B>#%$^Zf%Y3^&OP~$*}p4Ik3!(j&&kQ*m}1`; zJbLyEcq+0cxwyT`A9-2vn*sgW+kgLkA0OkJB2!mrb;h0=is|Ly^}}2E&n~q8`M;U+ zWmEGZ#9HcrqrOl$3`O7uv$;3*Kuk|rPOE_Zh>`%20mqLYM?j&OPrv^9>km4Dp*I8W z?Dvhk%oO5Xhf?+Z6ZfRn#c;nU=blZTXzE1943idrC$ed@wCImtu(K0?HFt8Sd6b*( z%BD6=%pMBEMMr|*AL?3$K-ID!qH=TMhhYaNCSAbWk%V|_p zL?pks_{$EZ$*1c2y0B$>6y*b4-3T@kt=FWo+0wGfz@XJMW@&aOg3&h+Wi718`U zX`^pQb^#lM*&8K}(24bXEWr+uw-U4r8edMRs;X8rOa_*ry{?L9Yi;2~_3gZ}TDj3usCphr{ggD!&dN$M`*tKJm36zs;Bm-~`B zkwB<`w{!j>#SXpTP~E%mJPgl%Vs<6zPT*ePo}(d8kRFs_vqo8-h*1D;pNKhwH;&jM zqqp7|O$Udp&%`Qpe?eS?_a_XYNX_8@Ym3)iUW9jzgB^pM3y4ola7|l)(`oJq%&K8y zU3uT{a}Xnf0me^U$Tndi~eq!M~yf#AA%gvW&98c(`?+e2R*CCaWmnIsct^ z{nz{dfBvhzcd23Se|J77a3p9%0J)q&HAC+$-QDPDSu{>9si-Vbof+2ur7JMCdVB8@ ztAUe(sfy|I2O9B)AfloXL`jjOk!*N>c=H|!I?<>gqAiHNi_+R<`lpl4vdP_Hk%W9q z=EM~}ob2rSPsG7C5QWAXeE_BITowvXLO|3!g5swH9ROz@U)MFE(M0qzRY#ePhHF0b z@45}5V2A+s2-u{vOX!X15Lq$I zlLM&K3cxTkXaOp?$AGWt$Mj&(upOJYU7U2B4aRi4B=#pq$*`CZY z*N`XS`!{nhex30rm2Oc7rU)|Ax2P{^ND#7!6jDTTl?n=6mNVfjNVrrCgM(d!irCj` z+-rU)cpi_5=tRu$Nk#yRrjwqQ775M+@Lbu{H0mzD4qtn~=Li5!9|40~)SSs`KLa>K zlG=m{6wPz>A34x6b0=7^J9otouYB$akp1^C0Rm>yjWTHCBEAKnZ-Wdq&%(h}IJOM_ zb`)xmrjLMyZ7D*ROZ;PJJ;@)=CmtGQw&IF;(HI5?SYG6C_!cR9?#g&IHk;YIAsKSQ)nwy(DdrdriZ14uEOpQx~ne~2%JSLX` zQDWpH56m)DufXuDc78TS4lH6leAoGh|GAeX;iD&)P^iDXEEU7l08e&81W17)HCTu+ zabyW#8}Nz|cs3fPgo-S_V;4+;%R_#l?4BF<_r^xQ+8 zC{u!|V>F0^sv{;fQlL_$wwh%7Fsd--zR|tQMbjaPu7IJ824~W!5ppEa^R)~B zC?Lxf&NbQ(lt9xi{pFX3@OMaNuAK2V&RS6cWqkB#Cy>OUQm8QksQ*6uza~ANi|aSk zl@(hSF+67c@E9}xFAU=?l$adqds6h4QVbK$1I@nSYOQIE_d8fqf#{f-a!f_Se}3fy z+2MaUW?g(!^;dN+kSWA7$aIHc-7NTF06RIuw1@W+;<^$@kN7DQ5~FGk6vj2m5Ww(y zQ;Uw4YSjhw$qYtRVGAhgsDH>*)ml>!HLC3zTO7`pHC&o~t#HEs^E(0i+uGW;NJ|5G zP1RItP1iW5l7s7m!WOBMRGOo=PtXibUv=yhYO}(rjeoLp@}u=;?(Ym_t|Q|v2 zqO`O$ZA=vXpDC&JlNFi#s_8uM*FYe843HZR5s}YR_!OK83xwL9m&)!{hwO4VlS|k-D0_~#*5W)Gcl#H0yz-g)E#bvQyoBTViIWo zr)hf1vD#;g8xl=aXe<>XoR{u$iei}lgE^Uc}g^X zCWb)?FAfy{x5{Od8sarx!gHr7FVyW$ZYF{i6_x_9JWb)DWFRV&FwHVody{KrK zU=VRB_w^MkvLFu91ZHvjeh)OSzRX02Gqu^!kSiJ=g@{aMekyPQP|AB*o744yD`VU2 z-0R8BNZlqNpKGw(R89`Gmr7&(i-EU1+wG%QC#}Y8X&M&@129UaCGcmqbF5yqN-_DI z7CP6|5~L3vq@L;_aT~PlkWdKhc2B<%z}#!Id$T)eNx%6y9=glDV^-2Fx<2@G>VwIW z3X}W^aF&Xhj&?U!37-J5QikU(pk$(a=`4^u`Q~UaZ8#c@yd!$g0THlf)k4NcZ^CIZ z43KXTF5<(?Ng}dH@HJIUfCn_8t+Z<%tX5!X`!R>46CPS>6`@&v5V7I5RExHuOJZ33 z%5LuRSG}D^L)NlsMP0RDd-RuILDCF?0$>8um3PEYPn;YRd$u3VABK1+SWLN6+PARg zw{#=h3+ieRdjK+D=4r>NHtdmN%u=B7G&nKgsE(jjc@7KXKOX(K;R;znFNjROh|7q+PuZsE(esV?r*NhPti|#5xg@urbrbSv;5Tw~gQA$4$n= zCe5Ez<)1~_Yxr}~pb>PjdT`Nxq$Vvx!?q2xRc-YSR!!FQ7JRgjXUc28mYiOG1(9`4 zN=4NCTGk@(eS6T=Ylhy-+OOa$Fq`5rXwY_-iO~Rx48Q`NV2YiZL^ut8yw}2zUs@Py zUy{-h)EBH4QOuecPn%L;Xygx;I8QMeJAx8A3gOLYIfBJ-k6ab|*l`z zJfX{MA#_C86W-s)I29eJ(uc%*P@Mpj3%Fnco?%04PfrYbstm!afa?mNUULd0Bp8m^zVa5{0I(pZbH5OQ8yv zh`)kvgE3NMBTVJw4trD{|*g4ux1t0}Wm#=`J^_>G}NS%WaHsVfAAmUsDG?kCZBegS|Kfspg-q z5Kjy!N)ulYtBaTpu<&v0>?`oY1#xfPDuaA;3}o}t)vKL~ieE#rrIF*Hs?Q8KFxJeX zJ?UDw4eC40oF(694e!n_8hFRQ)FlIZ>umIiMq<3Kxbz&%>3N8Y@P{v-V7q5QV zK5s{3H%b|=jEoG@DfD&zv$9AzW>v0Q)L48K5UJI&qtIY7lscTMbb975-@X^Ub+_Sa z!pt64ha|>**N;QdD@8p^%ZVN}wa41;kF(IZZ!5-c(rs~b=Ld=dTf<)P_Ol%T&SX>i zj`;`BXXmcC`E%GB>vb(yeX>1ZdcYYUCvvVqxue;AT~#|Mx8U1K=g*&4uAlY!MZxue zm(bHRclP4dN@<}2B`OnCc zj&2>}&+nfzgE8cNpsTvHP7;&z;A$o@ji!U*pUF{>bCqrP(9g)_=zXDDi;gqy`7Ubi z7zEIPCyksI$!65lpS7Bz^I>zT;pIZ1cqb|9eRhnHGo3102vwEu>wpg z{h@-_&MvtbJv=W~0bUi4KfHV&igXB&m=Zp#46Tg5`Yw3ji5AVWP7`B8WLx@CdqQnM zuzv5{bHf-D6;&WaV{r6(VquXAlmNJU?ds}-d@%0UU2s%OON*Ehx1={mEDIt6Ub<+Y zgMpgvA!tfkMBDx}YgPn)jpTDu0)a#Xv+Azhyjczba^qNE!D{H?h-7jIBs9wd2Q?JA z-MdH_BjmBqj-uW3E-Zm|m+rx8f>8iFwFEwg5pk8h_%tXfjJYsO9R*C}Nup?(G2G%i zB;H83_sGSRq1Jw!{gecD0LuIXXvx*Jp%Vf9uoKV%m0{`zuphA@D|T`fO1`}qWiu4E zsXgGAW?!?+Vv3q+E${t~%TbT)jT=Ye8})V)l2VQoh;(M}9fX;OH5>%hck~HMfrD=D-%QQMvXc<+(Opl#f zt*a}>o8MwaLX_f)lUl5fIoDMMHJ$%1dk83f%HezA2zreAm~lGpA*KNI2myN0ychKG zlF-H_L-jQLGL%{{ToC_9J@@nv`RqJcio6aNF-H{bI>}Wbmd#YEOFJ z;+*j$-9t(uhY0<-kPGu#a_sM4zTbzQQy?adRlOfRkRQZt(AAYeQ^7EUqGju)e=rZZ ziPPCW9hVluJlx#x6;;S>EB@KAam42n^{)c)8yNp|_l^+Oh6fLmhH=30A)vIuLu1Eu zD%MsEZddq95;vYask<%7VgT;7fkg;u1d_o^YJ(;tnFRsnLAywARNANBUbABVVryIM z#GO`t)ZmH3MZOTl41mAmNEw@sJ_tj8F+pw_()v?)1GW0lAFco!Mxz?w=aHl-vl!r! zuNa-3liP7z&KBKAcmQz2=|?m~eN(#=jMfgfj>>{aB1hKHaMB?}pS2}q$^K7kG9KOd# zmTg*bSU$nuikBjSj&$>)Bk-vN~w8XViN$mrVxnt#-De zR&5?=bq&IR;mW$Z*t46yo1^W8Rq~lB$EFEPwdGS%Qvwz|Qa-n7R>hifL5wmKRA5>L z0%=1p+}Y&`T}^n633a=^zqsa%Y{P0C2`0EfY-=(Isip7FM2${~kw)iZ-=bD+M~YTK z1P}5ZkpwI#3j>py6H^_rqfJy~c(RA!!z7|AJPqcQ1I%KGp&opnJkB<*H4KqC5S$+n# z{y2rNJ<6=90RO?vLqp%mvIws=`DJKy>y|CKjz{$MUZ#p-WE#2Tu-SQQ4(#7wqV){# zs5&`HZ%tdzRy)MBoyn-j+o2j1eYOLg3e%a74NkZhkJ<@XG3l>*^rIhDk9BOK8~HIW1x5`KFxZI4N?0fA@}>!ODe|~KI;$uF3FiU` zlwwPw70-+K08ub1j zjlFBUZQrR>Ywf?{XPyt0PAo#~M>)ngFZr+DQ`T(VY|pEg?@z<{!5`wyKb^v_STXd_ zN4Zl-(l(Rf0L$}lnNC+t9wbicBtxP=jEY2lu8%i^N=&_p=mL7`DKv>{lLi?Y&Mw0) zk)(t&l{8?dVQ03bL?S}zPm@wIN2JLR(qPP#BtvMMNue^NO)@my&ztS6d(S!dtaI0G z*~?yO_zmy-ywCUhe4p>*nIB#Zv=A}BCHT7g=7ld+LC(u@8-iqV0@U2BIEWu zW(UZeLF6P7b5Ybr)}JEw(oo-7j!#AP)5k>Q13r8InR&aZonQ=fAd+`qC@hhv6=)|Y z@hzfMrO`teaM77}NT^OTd+0fiCvNz^_?ShAX0r>8T`bNkq@AMfMk;x2!BxJu;Idd# z1(*MhZPfF34)qn5p<;=Gk%SV0>{J_8tY`}t7&JpTB?rw&5jGyjkJ}Dv= z6Uuc__)~xThK#=UTyx_jwkA@C1+#3SFh>4O=*36=?Zv;q3$So3)k;nLj~&p#6~!SBg9M58OKf_{S`^$^(&VyT^buBQX+!t0BQ!JEscK0K2`tw z2CHu*)M-?-JjZzIB|@~E$OF@bog{aTWX7T`GB_bGU(E!W2KR8ejzvbn^6dAXnxuU6Z{P?1@ z=@~A6tjZD*3i+T26~bc#a7|Bvuj5leP`gcG6=?Jj1uin8B*+G?&$6WpgY<6jn_f>A zqf&s!m?$U)!Ci|^Nue?m(7F2fyb@hnX$Mfl5SC7)ykehGo0*>Us-KScwT-jU<2sA} zT+zXg3Rm>s3x7d~4{`@CAaAp9eDT?fP%IUxgkV>ZWG2$VByI#wu&Qn*W_ctChxnXe zFHkEuVKpGyV0{zV3TYfS0+PX`zI^}wh{zPFzim7Gd7RASV`UEx<33M)C`*+4Xn7V* zGs1dj){ULpQm66ugZc@xq!$DK1!J)!3buUF_9hg_#k5L+KMcm%1CE3TvH(Xh`-!yl zTu%^#h7QbMW#2mcU_cg_msfL4m=+#HZ#enHOtR4{aE(J&8nPrR zmjdF+#wqspOTK>a8fVW5DeP(l!HxuVD*ZOXn~dk|mG-pX0PkyQvmen|A~H)cc?gf3*KJD&9WZv|nymvd(ET#F07?vp9p1}5^WnXaNn7rn(GjnNs-rKv049zP>hT@ z8MWZf%2i99xKGJX=yN0mUO2G+BXeG*US3fVf1nw~tOIEk@_Hx1?_3|ODKxzdm=mJ$I)WAk2MU4!nQ4P|i71K<7sj_5J;YG1 z4!u{lOlcHrpSq8buF_299McUk82ak%^{51$gs`0E&RH@la-GGijF^sXFmLp=NpexgBQMP z3{b!6dFcJSYI9cR|ec-3$w&C>sGPDM@jC7P88JklbA#P?Rpg=Whu ze*cjQ|L`-FoUQ))`0ZBbfoo2nH@=(hBsXi;tT}fMbfJKdX4>b+rKM@LkI%y+zXPiO zwS=4J9AcGsQ~Ten~&=ZVB!xYu@>(+qH?m|n8? zuWM1TQ#MR}E!kaL^W1WOQj$AKkZFD3%9YGAv7fc0gPb}CcZb5IuCD454RiBzA6hr= zQZ~P+pm_NjVfU5dEnc2TYg{;OB`XQx@-dbDG()9@<4?Z%QDz2aVe|9gF@ z-}Ygy$;;c6KDKlD{gnX3K`HJJ~ut*e2=rgYMDx^)@SO zi^pumZR!~QlT5qp32h$tXno4D7Znwj=_O^HG8spYroQ%;Rt`CzyH2{hM@1K{0EL~y zQgklhNu!VlGnv+FX_Z9sz?}XaC6VqlV96GenD`f2c z9zXr`QxMu`+5v_QGNA9 zHxzpOxG!H=JDy8JrvSv!(Ms!B(N!zJb*HhkaRMX*9_s^5|N$I+WM1u-lmueexY%a$$PzP^?V7VyYN*XEBMH*U?*qeh@c$CAAc zGJ$7j^b4>X@78DmL(s``edqIp`Sm13Qy-cTxYwUMXAXkMU`)$SvlZR(ARY;&X9!Vc z^OMs|IbM2d9fw#@NXTWqjju}J&{Hz6ls>$FUxWFEoLYlGtA==5EO?aFg$vGs#!m|W znrPJ)>^`+u`!nubhj`x@$FxJ_asj=P5vFBnU2T7c*jt;MI~1Rba2O6pKNG9f{f~Tn z932z0mSa_m$F8cXs$%5PmIjzeQZYxrIaZ5;aZz@|(QE9)iPnyej!98YNPnw5(@cZ?^dgXI%Q~)p`iBoSdAI`-N%V?RV}aV-nRRrGTpSHc4yal@a!gwDX9*;^B_J4skRnM z1!X%zuaW%}bhX6OM#3oP>+732uS7=Vd-hG0#oBG#wcCqHpm^x%>3TThxIDjq^YtK2 z%~rZ`GUVoKPn{Zecis?A3f;GxE0?F1%rh}D$-8>B6MlO&pFdv_Foq?s3 z(@R+27m4d}A7Y-}fy~ycXG`t1PxZ!FTGD)~On4Pz^VW$c6TA7DA`9yRgpS+%`LeWO z7i}LRt7Y&0mTlsEYN-Ja1OyT4^l`m>w5w}Ht|xKRImcU*@t8cfHsf~>R|P0uWJS7O z-(gwXVJQoSk!S9x&?-yPdx#3$l(Xy>@vdLJdc}x3StvK#>+R5z@dlCWv|}}dkz(!| zHpb?LIho~JxK_(Uj+R!N;^RYsDf@U4#PRbCGYZ8;F~PK)GHJ^vv$FEZSB=o@5Sw=H3&-cVj6&Zngw(N%G^iDoNB)PTZ+r^zGxfQ(kfZXS4e_ry;MPAC{_}XJ&at_ z157)1{P?ytUq(J*4P)ys9u=zuKpGe%XYr!w4HS%qS+k(7G**89B2ql$0nVHyKR@GREO7 z=aML8e);-U)6A?Ftkro@u6@{>{Dlm9w70h*8|?YJcfY=F=p;e1B!xc4ja<(*toH2# zC9;Y<5Nq_7E$hMQ~(`9K!SWn*Pk!JaM*SfHsZ+W1+~}2KA)>%Hb=Ww!g8qOzVjhm)KCN z(19x`RDs6BfieRU@K2(3CT`d)I0)gMY${4}mu}y-|GEtCKE4tYQhf}pl7FXSgR!9Q zBgqTlypSa;BV(0hf0YPoW%Z)D>3uWzHYPcWB5^0lP-d=5r3C(sJ9bRZHHw#pg((q5 zyoOPN9;`MYH9#owcyAk}1;i=s{QUfwxVWU)1hW;6lChv=sWdn^SV|ZmXVde82pE8r z;b-G5lpDtZ5Jy}6#>*_jQjjxbGq`Vtl@;3J-(c8n0wu>N7b+;^Lb*vc38_u3s=T}g zztG;nVgFm<0rsW7KK`dM%iph&7Le<;3ldc=85x;NEOQRxC9es+SIK~{y<1J6>21np zyHx67*|ZX!5}+EDCC4ZO`drZnP-Xg?$ASg=1VxWov-(Qf25}DQ`avHW0FZCbrTjKs z6+cpG!~4&Jjg6fKn1d1NzK{Potf2g+nj}|rxmUo=$D=M7@CfreMi47{oyy3VOk;KI z&F~RNMn5}gRqOL~f3Bs~Z_wXZ$qd2rJpAcGY03hU2$p=%oEzc z@|3YxZ`vik1A)Cr)z zP_>pDZlEV=>)^SH6poDGktB@&9YF_0BCf7;$=R*)7*#Epm8?6rZ%-y&Vt?-Pe8b|@yYk1k+CUabc&}mISAV;c zu%~zqfB2f3q7$cU%|2@fbl;rTHAt7iXnyj&dq;7G?4inPf|Qm zA4y#WfQW52U!H4LW8x0Od$6_`x{pe0rbBPGOJTEtfq`EkZTK58&vQdhD3TE2DA}i9 zKW!X&a=Q=h7H!|@)Ui6JTD8L4aH@boO(P=(dJj6v%B~|>ByaSl8MuMoW`CiEi~Kmc zJf(mGhV-xv&!mAaen}8~`TG=lOeda+x%{%ctW1nD1(@yOG{_*|z!`t7khK>z*_NfH z+*F*@ymEu94jY25NqI>I6f8X=?YJwhZ?Ant)$-D-Lpi#~K5$ArxctDuo5{mHcd2O& zoU!P_{K6Cad0AO&C8fsIaSTe`keH~&GwR<#I_bz|2O^hOVDg8-3m>JJXmXYcTGY{DF3~gQT%DiW65sS z`fE9UZ@QoTQYOpEd!GCUI1$1v0%UTX*3*}Mp0=Ucftkri_6Nj_2vnRJf&_HQ`=`AG z9Hig|_rH+kv5zQVBc>L<{OMZEB6HL^^g8%SCjXImE8cqF8gg~)#t(<%c)b7MObe^^ z@BMZRqiNz61LRqM-9V|U4lmx2lF3a9*anzJcvd{%&9ign^avKCwY8T!BUHgRmhy|^ zhAg_4K4ptI>Cv1T8W|P4I5&=?!)xq>370vd3*QYJFrbrou;kqm3H0)v-O-S z5j8d5XIzCrW(IQ=JF5>@;mrh}Ib$Z0nRAWr7TwQTyzj<4pGioNS|KpbzzC(b`pHjl ztrtP8OI~v}0COZ6d;)9}uP-LogZ4RJRMc55;#EkwyaK4Ajn-NqO*zTl z6)IjN`mrIEhYlSQZujGNnJS|`7MmO0ToiBI*~LXuLqmd8`VtisZ>;MD^~Q=fL2vZo z?xp0aJN@jY)_nLNrqyOJ3R4W5*gDj=FArb98(@W|uC7c~Rh2X%qMbzS@o9&;)5S8< z-`@n&DM9{Ks2iJ@sMv1Nx8NXSfh&<3ydEB%GJM;%ZT??sG^sy$SKR3JvhA0v{bUsE zUar{H63j(rNWrX$z3GV(OfPiX>*o4n3IhGQ`8|RgbxI2S7vU zpV*U9P(J#z7y$D5KBXvmy2Fa+4EC5ePZ!wwA^u#$Xt5EeyeA_oL$$*%Wq)b2kvH=K z`@ih(*=l5jwKi~~u#PCbsEYZD_a8po$kRfM;0$G|#oO2V;IHr*XI^_FYisL`$R)M{ zYbX@5br0S35Myw zkX-im?TqIu`~irqGzQHox;3}MNTHaR^114>@SsjCnRl5tfH~*r{coRzqGC)st*;Yy zv9)}hjgDG`HK}Jm(T)}$pDfNiXJLNJ`w%zIu`G{xW!(7j-4vopn`}`{&KazB^u&oc zN-$R`0xx;GBiVDMV}h4~w{5L%Tz1WJ E0`L2yMgRZ+ literal 0 HcmV?d00001 diff --git a/times-by-ciphersuite-and-function-100.png b/times-by-ciphersuite-and-function-100.png new file mode 100644 index 0000000000000000000000000000000000000000..9b263bdda86a4f45bad3ce6dcc7529225d5149fd GIT binary patch literal 36247 zcmeFa2UL}5wk^6XODz?&s!W)`fFdHGA}9i4#w{XB&R_r}D^Wm#Rf<&xKqROLsN|e; zRLlq{VUxi?j!IMzcyj?(cb{8*&wJ;cH{Kn0Tt;^_U9k85|L_04wdR_0uEn3nj!Lo5 zSvH5kV6Za}?U!RPevD%#}WbWUiaQ!sY+1=ZF zpYGl8+cS#PM1^mwgeV;~xNE?BTV7e_b=%#$(|P~!x+t`IWJpS~sABE?uvtY)TE)*l ziksSZC0C4f=6}|(%^a*=oWGfE8mzf)|f0+E%S$%chY<2&bTz7c?{!2ZE<%+Fb3tt;~fyJ}2Qp1X0y%J_;H;B!Q} zy!e!r!sUXuo&WT%c2m#Al2kKoiQ(2jSAn$^jct0r9 z4{!*%bm>Ql-WO{ROG}qZj(@wQ+koFTY$@`)yZOX#uY3e!4_sRuuAXX&pUV$**F}$x z4dsr9GjFYrP)!WU`PM6~nQfXsEc3{yS#mEu)+r{OW=i>-llBqRRvP>EwQFaHkB@RlKxo#<@v+g3 z>M2qFw#`eWe9WcwzKLdkZT6)n?)bH7iA4XKeXPOfTu!wi+ImhYNAK-;Fn!j%);s$C z#~XCMr5=-}mg4n?%Uy$dG=uSyy#(b=-;Hg_Asj zLS%f~8(-eC!=Wk*mR=$%CMNCi?E2ER+qZ9b=qudL>S?;d<*4%L(WARtb+4{Jdhd)| z!H*2_RcV)hX1KSUwx0Xo>B+bE_x!%iY3zbx*s(pFoSYHzp{~}Qm8K|w)Vd;5+m{ebdxiUVd$nShy@SyORyHXpP%efNG81Kzs0SGv>Cpz6~_2Nr|4bcvF~M@ZmNuWv#c# zMis`cxz=5G>+L%D6(baw-QC@+nywU+8a;YQgUAKhvf8 z`}-T>Si0QtZ3_s-{tLq)=^Y&Oj*X4A8|sb@3JR*pQNELY;cLRKu`j12M*B-e-YZ%= z^uFZT%C^s8WUz2>%g9hq#R6IJ2ahk$RX2OD9;b8B%1J@N6TwYRUS3$gXhnzpdA_#y zXO!^4N0ea-sI9hV73O*2f#RH(UsGlN?i7u>Qy!Y%Htyk7wYvkH%*8UQIEri?}1C-=05Tvh30C zvj*@+FE_Jw#LrzKpb)7P-PqI=jE`gL`MObyPST(jY=W|B&wG&YF@=^Cgl!Uic1m*-)Q*FU~H);l!h z!#&W`ppB0|jvGueZ#rD)FQGnb-il*q&V&{DOV}607vB>NM4~Z#d}+2CP9C=Tx+P1N zlt(HHmfjZ>>uE_l_pyJtBQ{dEz?;@g>-_r}STn)W&!&w%J+WOisaRz-yVeI+qAFA~ zt-Hh=3i^>{T0cMMQtoRm92lt3j5`MKH9{=-uwY0RRsNn?4f#lwVVs-8D|4N4H!4POFIiHvTp~g_*0fHL`P_A7DfUWK*Y+U^yZ*2k zt!zV|yMR?cO=mdII#%p2apQ*>b55rVZr=PRM8@NNON+in*7>*9DR?IPJdP*o$*kq) zFRb2m>KWTUkI&ey94;p~d;~PNUR}t0GRdr=Uhj2BMeK56!?MkswvE3SsXzK{#*Nkc zTxvfLTwf{1azD+sa%Wk{D8k%!?xooLNh!jnwUuGWax%GCfk&Tud$$T`q`5bV;-5O_ zZEcsbFBeHlua7cJKaNv(B3|WsWu=Pmpf|tzGOYPCEFN3_=Iej}OFgb5m{j+V^cD!R zGoN95vgfBI4sFZ!-*W0%W&bEn4;vFlNhl#}asHPfeMw{wwyuj8FCN5AN7u9^n^h;h ztQI-@E|0C}@(GTKH()+13zs*k{`lbo8v^Jl#Oc(iHa!G`gNF}a{bj`pw zUaIZ*HCUzr*S&1fMuj+2Cqx?;?vH_PyE1eoX3SX__x0;(#Zv6!8_v!QIzZ3xee@_T z&6h7iOZFI24jGcM#^yx)qNApYirPgcD6!;GjJq)ZQPoU>=mgLnG}Z}G?; z_P|Pn5CFyMC>R<>40w5ahe&ZbD2Ul~12_0^Gu^~{|9JTDVLvX|2wOQ-<0ny}?Xi+& z=@$CwX=!IlLu6Pfh_8GIX2=v?-0OIFIueU_$>SL-#_2rT^t?XB#Mk52t$`2M1nbM? zXGSW7KU^kkSeaziQ?L2*<;!7U1Cweqtq~rF#n0-pLfic9+IfAukp07qs}k;t+a>_Y zgy8Zv@bh=M#&(!q0DMVM*c~B*_*K@aE0288c_r=X=#J1y07luSrsj)v8kq<#rh9 zN;S8!QSPbF?lLdRzcRlA8L9nk;FUs?vy`diWhH`FidmmdYZ6Hu>T55LJbdIxQp$~` zLI<%&Q~j2Djoq=ZvMNt)aE!#;MgrDT7NdZOov3fyiG0xb;loJ_zR3QbuKU{^V~`P} zM?_3(!w|@@G;$)(``gP2I_5MTiNwLy|I%l@-E?5|Twjh@+g!$r8me}_jGH<}+>MOv z;IAn)Gh^nii~@o|&6*=`u_b@9m7Wud^0TDN=(eSj%Z7Fm@YY!o1U_~#x&T3TA|PgvBncE`Rn-)=|l#`Q->NuUAp02C1Un65caJVYG;beR(3W+2auI;a)x(*WN z!INLJW{q+6_?M4vnZv=mMn{X=^)37Mu_y3JT+jGAnyIXokLkw z*sB&iK9cBl2Uwxz+osZev0}%g)d=LO;O<2_bb=+F?;Dm!c#N?Zh>MGF6~DbI+brF@ zY3n6FhI7^pidnURGufAg9ec2M=lM_fu{gKd_#9ZQ8;5-aqES19Be$y-Jx;3vE;CIW zZSv9HC@fq){9}qG@TV8jITctdcU@5VeI|QGS0#cr04%FE-NIyXSaA$6?HL?z5fcC( zkI>MTm4aU!QhVB>Jq5M3%yPblV29}SInF{w;iK&s-q1_eZr&-fXKYP(@n~_qWxsJnsOa71Y&9`(3U;y~d;#ttV(8I#|(%j~-1)(ayP`x@F52)tO1aPx8BWJ69(e+&ZC+*9lz+DG@fS*I2&YG-;+% z+pf`mc|du|fsJ6qeEfFMWFVZ!4@up*VJ;E1HTSHYKuv!J`Y7@Qv z{yVJ>;|k>v=zG4@0-r1wLbyqjqR@w}9t&XD9-BKR7kbpM@#Duply(MK%AGdd_XuwW z1#t_TR4V|5DnGrtsHv?j+)vEL5Xq`)OxFa|h55O2#|ymq2}<4Ilu*M-KZb(bWEh$F z(1{Z#?h5ISQ52*|_@7LjBs&T3_ZDRF`?%5W6oc_ZP{n*KT z;^G=(V`FM*XCH_dSKj|~0Z;w8-R^Zm{Yq3(voG6rNLF$*>9^m1Z)$IkxUqbDJD%y= zKYm#oHEP%2`T*g_==JR_Kzi}>IK{(|H(%A%jHFnF%sRe+=coc!qOr3x3d=+ls~zgd z0n{i4U{egs!fwu4xZ(bnFXv6F5)RY^e}`@&Gc5CZSDK;XT8H zMJR?k%9XXtQPV}|IE=KT%27h~3pS{yZSh`7Ny+3hZ};B3d6NoJtik~5mNQs0Y?)Nk zIx552IX3UUGM`Hc8JCiDfa5TeN?=^gy3vt(DJdxdpt5aHk4?wwMzM7v&@yPeqeCwxT;HXGMw*O zY?ob~_0>S5O;*kqkU_?NSiUG{xSh{;@b+zvK-~C26nWP#eC=I|(t9&%YyB=8yx*xj z=V=GAZ0sN)^6`a`^V=5dPL&S%;RKH{%Oq^&5A>EW*3o$3hGTgz0wi;f;|@SPlXO z60QyevO0)_5RVI2A7d*DkTmOWD}Day^XDx{wr1OmE8lzpXt;qVP$RzO)6x23ltpW| zZY`Pk$o6(a1)wDr5G^iS5*(_Imm_-cVsMNFnZaD*5=&Yc1=!lu=120 zu-TOC$chk!QwWTE`md&r1+S=K@ zIvKwsW5vWvooC%W!2#&@8xh2fmMwkZy{Db6@N3w;uiolTzI`L_xpU_>swOn9{|S6`WtV_Ha}LRE1fTpzj+}Sm!Q7BJ{AK>IZDBE$x@dG z1wMj&Teckc0M0iXviMnN+U8(nKBAr!5L`^E-ByZ)xUesekPX;H;TGq^s`brku$20u zER+f5AZTxJNovXN`WmDZrSbp>*9d_T{DIa{ZPI!^f)}XxrDr-yDxe)DIXR-FS7^?2_641A9IP0tvnp`_Ra_*P z9M)15#6-oM3t#)ex$4?y320_e3Po!s?Sic9hR;2KBAxAS>Ejhu!2tOf0vZn+BgR?j<4@>;ZCK zb3*&%$%g`3Sz*Xqt+>8&psWErmZFJ>eY|B2d2{#>vR*2 zW86N7L`x(cYI*&P5XE768UOPiX0xx{iDU$V1rbOFP(~3|eBz3cW~bSk*?xCgM?#ak z3F5qAby7G&WGpt8XvRJ9D~!3$2A%cU>VN+Er`?zLSE5ZSVzny}9E2^Jk7z=u5fBid zDzxw%_DBiPbi#^?;$p#kq~WqlIYuLXEPsqX7j%3V zuIKaT&uZ}}FGEhyDILedwi_L&NOl~x8yy{LAiz@ZH105C)~uS(5i75#|1|CPLBL32 zprLN4XSpei^iRF zC*og-K|p>o0>!(qT@3a9kFvqVR!-kB?8`7yy%RrW|%#5IBG{ z0F8H8*todl``CIi+D@a%gPm1@sB#Dmf#pi*xh(b*Fz9WU(9qBbrD(%aCFFud{Ay*@ zW7S5n;eg9@Ys3wMi=_{RESJK$VDaJ*U}}|$x68!O$Kj)bfDGIJe zTotgT&p@3`g8{IJAxfXZU0hrN>h;!V;#C@3T6~(u0I0&ix~O(bLZSoh^#J-zBm#{` z5aN5m^XF24;z|uU4vFG}j*r+jF^0T|T*e+O2eYJrV#(p#=ZRRfOvLz1mqmLSFD_0! zb>F^y$xyip10=OkTPcH6&-wCUF1{`P#fR=D@5lNJeKPc8i{{sFK^$$fY&|A1(wT@O za(q&13B%*s2(AWMupFSuR7?+%0#u^MgKW^XfR9AZf+7lG8xh2D!;|pZq$)?S77xZk zs=~ahT9}z|C%LJ!bCa@i#jIwo?mHJ} z@rI-r&Y3;?CO7F^;A*e!`toi%#FREtY5+fU<5d(OQUY$t0(`$Ve+~MH1iRsPzt4{{ z0mvWzls|s}|Lp*L8}3XjF3YmDI3Ohzc|7o-M-Y^sjW`=X;_}Fv^$tUtq(IpZbr%i} zD?&C<0GD~tbw&96U0-&C=X;Z6Q0nRKuG8l>G9)x57Q2V80C$f_r-~T;gV-cOyN5KB= zrnpOm6PRN`^@>|aUi|7QM;wOxj{}cVaRJe_wl^hzgndeEMAaIa5*y)~>liJ3>QCBB*RmQK~my4T}0KmArUY^*|0o8xV{jHY~5&P+z8OoHpg#YGM7C!o=Wh${Xd}m zgE*lGdPh-B?JhQQSYzX93bj;BI!~Lv&8l4iRPzxWjf(EN%teb9=?WdRv`oU&4F#dt z5gzId zj8^B`pY@%cCq&U)CsYF&9_tiF}tfM0q;0fbsw>ehbX}_NjoJU!l3*RQl*qZ=hTc z4-Y6^O|9m16d7rPq-sOKS4QH7_}|@X{!S-#SiII~aXz9@x*^N?hO5Bpnwdo=&8@#q zyu{<)3eAac7>u)g|DFDd-TwOVDkMBf`CQzTwj*QmLq0jr9x7_;TUXcjGx7#%;j<~j zYMT~ELnvIi(=x54&*jP$BUFlbz}YPp-yk9_6SIzD#cIbQO5>Ox!Ed2<`PkGo>Lhs! zjHaKsZAo(_qP`|H!Z^|KLLw@rO`mx>lhgjMhpYy1;oG-wojaRh6$nHQsIq!pBMRE9 z2pSl#d`Osi)2p4fy+JeCIPQaXCsT)rLjz=01cu@aP0-wIA1Ug(?HUfV8hQ5frqpv& zIQ)e?B;AK#4-6{fPHa?)x($G7U@`XuJ`fBSHy9qEK)wwd4q>C9NY3VF5(q@$Z6yX~ z1N);4iQ(ZDPP;=ms~~o9sELQbj$Dh96+b_M5a-1W$;zNM?Hth~crE?|4kAJPN`KF$ zFznD*<>iXtSl*x})2mZXHdLe-ggC2=l#OE|l-*Y(MieZnOOyKP!17bebJ0X3MtpXqY+D=*rf*`{0eS}9txGy3!Gbgyu2`5a3xV2EMetekICYd7hfom78yODZ|BULr2;|us;VaIRhA;>m_I3N(wa?DvG5H$`@$}&;& zAXmgLaMzX9`rp2MCN~0D(|!~ett9h1;B!Zaz(HM>Nhd|SH=L)Gn!Zn$dvhMGho;}i? zxpa6v4-bhMglnIZ&yGk--^$I+eHa)h)X%RF_NLC$?|qxI%Zbxx zGEs$cI`ki><>XU}O6xk=ixcP5-^1^|{ff!`OM@_chX7-n&7=CyoG#B0@7W*dNpMq_;A9&|F=SOBJfGD7}vi6;eled zv2oO4?@hcopTzasxl)aQGBZWs$6UJsLw@ZX4G??TK~DNw$RCFxA+f+YdZ7x()icLq z>HyiIaOz3Lqml;6JK3V;C{;n&T$Bj;nG^+}4=w!l*EOJtOsbQZfd_9)>;=sNzSPeP zK~+!)SiTSsgcwq6Glf)BO}`!I_JT_Cx>cIHv8~d#o)t>96mjobyw0U2cdLL zTZ3@wgj58WhyzC(XJFBiB|J=X3yabv+7}+Im$^&fdYO>kbv$Q%iP-+0&RA>`Qow+e zD>8d>B2(+_q@kE4kJ$TZlGE^tU)>%QUhvJCICye9*9sZs9hCBMH<{idVqrO(?l}CP z5@&){2Hi{$|?64k#n-2T&5X z!9`OJi`Y8me93QdKqCDU@Zk~?CQ^gQ^Qpo(qzknqm4=HJEC>Xx2XEB@626Z6)jI98g*=NN!sA9hkOk0!IuO ze+w81;$#E>aw`&mM-ZsDNE}8|XHj+u+YcK1o&s*NvFfT;Bxw_YMj`a*N*I!4kx4}r zQP|VQK_2l0s~8&^;HXA0Yv2o9C>nw}UmhY>g`;d}M`)A-LZyT0+n1J>_M*7Bc$lzZ z;TZO8ID!D#vLILmQyzxCdCSdB*1KYqrEd1JqCz=7KHejUQ^M{HDG6^MKCR2~O8;%j zYud<5`HL0pOV%kMVP32pV!!7J4(xfiZH8qVDEE>95YKCyUH=(=mAKs=mY+WyfM%(p zUv%#+$ipO?9xZmRT^a@k2CUC+oDva&x!>d>m19{T#}_VN9!UlP)nc$i1GuxWLpRrm zbfFYD4uJa%RAD&sXBj?`NdG2!Q^u(=RsE&VI!8MojcV*`r@3qb4zj0 zNmd<7Mw&wlzHh5gaJ~B=odW)pli7@Zyo0vTVnR}&KxNy{?J z9aTb2Hc>tzDX5se9l@T#12=N$YRJ{bYu&kR&!4aT{1tewa6H5pMo#RaBrrZG_(r`? zL5R%A=`N{Y&fL1CD zQTDF|T@RCuBBYZyxT+9@*QzY+t+mVu003Ac0mGeiMF(MDAv(EZ5S%7#u|d!j)oa$v z`bW`zLBN26w8*3*8<~r&ej7UQ0)L@VMNvM==vR&h7t&m zbUolIcvr99@-CES@U0R>^|gr&>@L z{x4W-_@Et7=86&Xg32M|FRqHEORdk?e)`4F%<-ZNY9Qydpo%1$)F|OF5MG<`r{==Y zM#q(0f`qaW)XGsjMvv$h`$v0vE;RbX)3mcPe$M>)KHTI^q?kos_CP$<3O{TnjHLx2>(MXvT_FvUh}a0t2OAq+GP{70sZ7kXHt9838|FB;t$6T=y1T zNL}PJ#CBV$c{nDsyyd-CBFFbY^>_UMo!r35vh}-emwrd1|F1d({wev2D#Xjh_{Wxv z&#N+t0zo20z5!N@W+aiA2p>oTm)9S;eIL8aC>MZa!}|5lnk%sz&VbSuF#);rR^2Q+ z7-{zaxTs^mSVq2n6?PNA)ZH(Mdsj*Wjme5vWSd?t3w0DQ$kw}RPpQq zmO9G>NX>T?Cs{t%adaVk^myQKx&rA5D#v`>vu{fK>GdRJM7E0{C|s|qs#FEDKK%wW zz99V6CY5oILdJ=xlH#=84|QJ-C2n*VQm#)xfObgBA;=GqafxXjfKXVi1w;CZw1=~} zjQ(R$i1-}@0!9{UWd*MFo*vWMFvNoBHXpu5Dc7XT?E zDtq8$BA^DsrqS4_D-m~lN(Ab?hp1%$j|IG6#JVBIgaUCyLg7R0g1tg{1jR5;e?p2R zRPT-QA=iPrlbpsKZ>$iN!;g}S>dD>B&BRs$V|@3w-+m(!ic&4n+{A*~FBxI{qlyBl zgc>la2JrmuPOAv0i2{&*nBxMi^^i8n)QcD*^1Ok=QZZUh5oUVw$UBaG)u-kMoCS{{ zoc=ZtSsvU(53G~+E+fA#Kw3-xx?RV}Y)@bB){lSdb3+u1!hSbG;VF_ByHy?~6B3~; zQu$5puOlPU9u&K~KEgszFa*!&Rr+JDW8dRMaTN}nOBej*P{-8sBiBl~w&HmzBXOFE z)dM1s`BvrkNOJw7^q?|58UN;6AYeQM$u~JmZq52G9=@_Yni3-Z zAh1()fFhLaecWxZLReQ?HN^hK9TI&Hxw!SF6z5H3LoK_ubrM)2qF_K$uVYe=M&TAR zsvtZ!!r1|f^q!uakr<-;uuZ~IsuC|`HM)sOAEBY4QHD@ELFKlWmx7N|gqf)}t8CV9 z;nSl)?PY&{ww#m#z1O!_GeNU}Q7pwug^{xu8Z=;&H~6{_l_w`D5bkgsebJ0dHRQR& zYaW0rs!W1q=;h|?>YVBk3cOFBJUQJ#b^lv`Tbx$$+}WC!asKl|ax*#fzm*axZHHI^9+Yq+`M(t-l?ZBBlCc8C z^uLGA?aYDe;lkrs|Y-{(`+#vEDp`e3LK%mG}cLosx`>!i zAjV;d?jlb-ny+9}AVL}bTIz~`5yWQy%c(m(5i%z(fxO8X=1o_%E_^=VC+VaGRiG3F zCtOc$ttFGc=sx`jmktz)8e{cMi!Wcf0<%)>>Vb)$IcM>p6acMTju?vuo7GZ2w_0xR znu6U!KC072n%lpEhxLwZ$*e*Sz_aGZ$?kx5Rg_c=G*J$~OHl_mDl#&)2g!O!BqP9G z5Oy`F#g+@7hi1$3f0#G%sb?i2r#cZ58f}prf0-Z)+U)V;#}HEb*hY4Zf3vv3v1Knf zpmN~TZD#f24sbYwfI5BD+o9om=bf$VWSa`7UF&MV&oJaBV!f=!v6Ubw+tRJP;LFt-idWCX+>Vuc$D zQ^$eFWN{P9fDKzEp5yD%Hj=rw<2VW@d8lF3vjezYwL%ERzX`4p9G@bT z3~naCQqj+HI3ER@*_OJT6ZHAI`>*|a70R)e!+;_YUC7CXm2nS%KLLs{qQ}sOH8vKNCeW;##T!`CUnf!_!eUTfG8`F(*9D z`23pj4?XhV*SC17q+=G04-4TyA!G{*+DRfV zAk#!|pu=zy@nS$b9ey_T@gwQo`is}jFOvF)zLRi44hFa_|5M89KWIINbtX1C<8OU8 z|6`wQH>1dA^|bwU?%C@m2$04YO0R?4do^g zFGwG}u&$b$pY%VXb(+IPKszT2zGwo3%Z#fROzEC!e2cFg0Gqng@mm@ipV~;7!g_fC ze!5;{2N+x2zUVX5yw`}5YVTPWjJYR=@;sl7+G8GQZMI(#Qy z`rp?u{D0o=|2zt+X#ZQv(7)?@51AWBvL?cPK|z5uTzDX>-Xgmh)tPa)z+nvA*eXBNp?ykO#mkQBmUsyc%bodP?cZU{)L$IIl zpF*`oQ2><%p#mc=w0%&Ch9qF26Fhb0yaKKQtAx-(D}U(FA5{GT2OEOpBEmyBs251J zt*4_S5^iTbQAF_yB7-{6abaGxa1shJGKHGhqQI+dfK`Ibmq^9;$=;3x%o;_rM+mGA zORG&0yLnL{cTjJRsFK*^$9EQZPNTL#5)Fa1HUJ94%>D+_0w0XrOtLM=j8D3~Ot+ag z9$L3w`;E2syG8i)(qJ=+5O-KP?f^c;m57dg02I(SS}bArriCUw!qDKaQO}8%O9BQ~-ce zBnn?wft8b=E1G9HjTEzTR6}qS6~Jpinh1zwsy>({pWf$NHN9Gt{pG_oA{+=m;K3B2 zk>-)t)Z^m$9~}m1em}p^O`K_LX*s(}cpJZu56rcPdx@ z-%UmTs|R$8_~)xoYLE}l@!Mx962_3Hl*ohw08hL-x={vquundY-uw2bnc(Gc936hy z(4dXpBX4p`;Sff^?hJoz5S(N|@DN6Ta~+0!+^Hxu^-_1dR59=%JG^#n1ZQE6yK4}D zs+q(hVmDC36G2&Dz&lagG2EZm$~#l<1vtHL-VWf#s1P8~4U<)-PwC`ut(u<^s{WJN z60JHTr^!#sGnHMffgWzy`cKut(3gfo6NC;ra#m=CPQGe4=c!Z%-M$#jQny3K*$1rkbSOs3zX+^_M@YT4*+V^5PwlDF;z?>yyqlUQ493Em`-m_=V;Lh)>&5>D{ zho$x2yLYc;cdaP7AkePl#ZBf((9?+(7;-{i?$0YtW-5W=+6EgPTNhQi6}(eFnpMT0 z=Me<;g*r)&!;}iUR#X?T3vN2KC4B0)q$>IIsA(EaCMPssj2^_#VG>QP`2O=Nl_u;_ zz|Y|TM_1k4lmV~{uYH=rEH(wE)0FVeFbb^K*4DOXpFR1mm4bQ1zCb7M5}vebGgiHH zHPR`(Cn`@}F0|pW%VZFR6RXC-&(?G(Ouq8PzRtxupa>2%I1KsW!6Rf~K*-5DIB>q_ zq_fKS6+)bL9nq=VPCofbRJ5wAX#eEv8_!uw--V9?9idAe^G#iiS6xX61x$1q##Nl1 z{Flz$V)c8^qlTyCK_3Q*$^XPJLnsKV{^eq@TCzm;aYM>z&}+CcH)ArqFl-*1PGbRD zcM8MsPG34tuXap+w>jBeWB{!0*$l_7d8TDB~L zs8ZNkNeBZjv_j7?_2#Rm7{5i-RCu_5wgcR|gAvOoUvB$EVulL%w+d;&>>wOI>epYo z*lei3UjdR?O_Ts_df0Ayf1H%d z8MO;CB`zQHpmT$QvC87m`R$MgS(6}# zRrh^AS^GK%7d}S9YbSd&Nij%y`w2RezAB%#Yy|I=d-nQlaG6L6NWHwywF7>!Vy z7|66o|9S{%%|JPzhsv;&lY=7+Y;DayPIRZpbUqmLvB8VqKsv~!bn(xxXV8d%yIW4V zSk<5{k*3dpnu8Ew6k9rZ_p99EYxpnWO_hN+6wy1Q36~lw+zKdH)Mkm!!ODMmL%vn3 zc7ykz{(s^k$;A(AyEtJ(R~P`P$1gyk$daQ7gD*1;*|-& zWke#z6Dzc7v2=>l6;)K7V3IchRZ$ZbY&9<~;z%Q4QPS9jP9a$64v|`q?!tj&bU*&} z5#Y~e&RY>i<|Tj?@E14`(Ny9a1)vfSM?AxDoxLf~>v9}2(M|D?L~$%WDMCbUL%HMS z5tz>C-FEE+hl|9_-oCz4I8VaBS=+Pu1pb{U^lof+(yS>n;_i7nz#>sO4dVh>r>ah| zb002|#64wFNL>+%%K)9pBIs*k56ToY?+NUl9Xy9;IghZi^(a*cpZ}zjJw7%vxNHIm zn(qe*#vKmXd}vz{HDdsC`levF8v$?*Z4+RuTARuLVXR?%Oqqx!nm7Wj@wCbl2gKRI zor`D-*Dk_P954uA5sqO^vP0tmUK=|)j7pmULN8sqWWQ_)!~JI64^cS(#92*!cBko^ z`+LYVPxMmeb%bN%6!!cVZ)P&mY^;Iliv!GJAJ7NnbrT0pdYbQcGbIqSJ+|VKlDTY& z(a;@*UcdT*Q7e`iJ*kxFp~i-{FbGfH2&s!?5Y1=oC*llXcB2jN*kqGzDDH>+dVm)yBjmaygDr^Obxi6=gfXd* zEix`{Gjx`c3<<1nw05o*goQFV*d&R-A!8EMD-WZJnR#PS4;5h=qOK#vPcm$R=`|VV zaCra$m&Weo=kG)QApd%TgDXUn7hu}3p{--a9$Cqz{=Dn+lLc`5+~Tgcq_qjz25OK= zN`P@S?gR{+9n*sb+O+uF7iGl4m*f!yAIe7fDLpLVq{q;th850O1Af(n{UqE`zYoGS zC9-4Lb_3?!CmD@t;1}6f>^O#_qX>%twp%dXvJJ(-#$)%LxoPwV9T#f#1m~FzYcM)% zgJBLpD^#(%t5a_ylLW5eVyCfN%YFLt;?SK_Tfm@ERj3l|Yq;F+aP#mG{svlvE@Eye zy4!#2f8=l&D>~s9=>7besB3U&+-N^S2N0%vwBi}~a6{&x0Y&7~2Dci}q=Fc%jAu^9 z$TpNkVI~ zIGRkFRkG(N*w2gOMyXPHii4gVgHg({?aajVE12%q<>&Y&{+z!#;k6V7Zrq1mRf&A| zNT=RwlXtat{;K08s6CdlnuR_QUAL)V-IxZ>l1XeOWB?kyWt55825`ZhglMK-vtZ(U z9JcAK+(KZSP+AJ|1=9npCB{IV@Zwh&;Su4^3vv=;&7Qbb}%0! z9@0T79NVh<3jQEj5Xr}I9Jz@CL&5eIZZ@Hni6@_4B|2E92JL>~$kJqDgCQ!|y!j;O zD(l&C8P;7J;aRX}n=I+xZHCBMh8a8kc$$eZ`qL{3oq8^8#qMsW#=l@}(T zL*8pW_R7}QUlUB;)#|wlJX&~Ui4LqqMSAvFD4f2x5G~5lDhi_%<~y8$lW4;EWB?yD zn1*sZK(QoL8L8Kn3OP>B-I9C>QhxcN;Y)V*Ug6Xp}>3Z7o@qaIy+l3r`7s zEw@c)vTlG4Ae#!=LAlyPRB_g9^>MZRn`e!0zo+8`iLf8upuu&~R;|ksaT?ut2 zs%#ReA^)uOl7D6|=`jYTLIsS3bchRV$3I&A8a@xmvEeQw{reL_ho1K4XL zFYn9YtJkg-q(7cK>^jPLSh!9Mh9koQQSiF2Jmagh|B1p#ftv*C=Z0SZvD0DV1z;AW^y z!jJ=PglrFP^2ebg?k!^YchQy#Mm%JTbhXKsHf}4Op@Jx!;`a39ag5CXFJ_UmYVv10 zJi)C@UL?bG|KD`W{{Kc@xX&_%9Ez}|j4}owbYdoCF-mHhen9yH@SemWSg^gCZew^0 z>=8?~VC*Y=#5eKK8V~%avYYcPP#U)IKIp2iEyw?@EmPgK0~!l8=~Z;OPQ3ix(Fxy+ zD9wB{#AfjxkwPwncx;Fi$V!0~p*00FFcyQsstP_hv6=~w**2|m`+K`#Nb1u1PHfUS zY-|dEF$0yS+zilLB&xlcUb?Cn__{X@>HsEg9H*gfWLpOV)$x)iKmopGcvf#UouhUx zh%}Vrk(UbU>NL?h{stS?Jl>ApX17)z|E1lWKHlEznRXxk@dM_px(Zx>B4(@7iaO`mty6VQGk#~3j_@2U2as&Xp;ZQ ztQqb$kY-z_Pm~loHnhYo@FCE+0&r*|UF0XBwn+)7rNByFFtub$PY5H8=ip^)oVG+z zs|>Pkbj_5ro4o0;xppL1Xvw4Rkvh|9mIjJ~QiSS77#=FIe$%ES5bBNr>2p)J2R(N1 zeB|&Z#|;W1kQ+*-+7n0R-82Xzjnkl~%HgR+*8s5J;wFD4wul|ZW>LfAfrAIz0X~(W zvrr=y(CZt!*QgvD8~dGZi2x#-k?Vp?^2kaM$%EmaB&F(Q_S}hTy>T|(_nRQ*0%&dp zy8v#K0QVDXojw}FcY(ofA+iCcZoRaajI?#%57^&Xwf+-hR^e0hvZvWx*{Ea=im~Ff zcOWVjeAViIcL)7vN#=hun(@Chw{~L5{x?;%x?chPkrYAo!=zzeWQ0Bc7~(vQF?j!; z`T|-pZYg!84Z5C4CO{^pNhD}3TXQ7_fGKy<_jOj87+3&_iSFd?08l5S^kOy)HKU?t zl_%3I3@)3V*Z%uDHxza5S+27agL4^-ZdtTa9EV?NYn?ua3z;>@SdKc-gNAToFqSeB zq8vJ!gd|KcFpo+J*kyQ`)civL2i{MrV)X@nWa!wvo=8+WHWWA@Gyv}Cnpjv^$OHEy zzNKt(tHEUzZt;N2xkH_EI^+DO$>bH6i57XL2j+OnWa1xI+Dgys+O}ZE57&eQ>%8LB z_wrNE?G$Dmh)im|)-5e9Jj|tfM?sb7-9BN}ch1I+4dWdqb=SOZ@&QBiAO~T!Hw+6X zoG^P!&sGD%46XvsfMHz4yD>}5=44;Gbw6BRM9N^yBn^y;K85Kv8)>d2`q1>RT{8GI z*<)hUgd{;dV^$+TPl%w3=$BQ|q zS%N~15F6E=vf`gF<-kbbfbdQuB4f0{ly^Dc(^F~QTwO~8MIRe5}~4NTC4dLj(ePU;DfYDWWhMNg?G zJ885ZCP$dn&BI_z(2o;ybul0a(U@p`@{QDH?_h|wLsBAN0CsB-icTWQ32ejUfGYQ% zI%f@lCJoMmMwYI?|9Yw?qx&$b-_sliy+`;LUn9Mblha=}0K*8`OvvL7uVCk~)r>@P zoZy0}XejM||NdOTQXd%HDu4#){;7x+)m(q%(o~@Iky0h-nv05xmJVy>I%*QN zhv}hIInPpRQ9PnFHULgVpW;pU5NHH$S6!wudh)8%&IL}7VWhu= z5{3?51xP3$(1l7z$?1)*aB%)dXbzpDqa&R|6r%10la4%RdqvD1KvmfRS#7vGv#0;b z0@>58A17TYydom3;boh3oN1mHh&j%F_gS~QL*7n}0=UyH#I{dJ@AVrP!pR%WEI}a- ziYSuiP&7nt<_6}+v++d0oF zd~nrkh34Kt;X6&Oa~QQW!z2>ohHAIl)vFmzpW(R0K29||zBzitaHi5us1J!I90y%e zmXkLZ90*Gp1^H2*Nd}c6mL99814zjnwps5D?366=ul~R19g}i_^Jty2P~6{#pq+7B zCvKF{xUjTv!bs`LDPdT*3(_*|Vl;M~8khd9+fS!_^3^YRQS$&D1|tiorDAB|dS-i7 zVknrOZ5O_rB}*yw6487R%wjfxW4O1!-%{b_)Qk7v#bDppfYhipi&r^6? zT$A_ecLdOIVD%2Z(QsD?K$an+*gKlOV>FsaF6fZ=Xjj|Od=VyChr2{zVU`1p_Q1&* z#^e<9ETxIJau-Uwym|gayVKyM*$Wg>j8&nw?3R;%#c@{b)h?b_QbQt632`^_^S=owMVe~EX$ojv2GlmFQLv_fi-{pLuEq|d0ic3=t%!}qP*r67#GD)mW9lv@ZD5~` zT`jDwi$1GOR7Yt6KkGD|qZ>zZ2Q}v&J%)%*LjtI$EAg`K8nF`?_%<4Xl{$m`PP#Cq ze*~U-^TMcm?tXFnGzo_Wgp!LDP(58?^~7@-ns2)Lbw162hUHTWZl_`;r~J+RD1^c= zc#7Ip-?wjlb+pnORSr5VVLq(QFs(oU!@1=_ts@O7HeJrh`mqQaZAj^&SvBaD6Qb;_yYPo=aFgClsH8odXRj8=!qo*&kjQ$O)V1DP(4`1Uh{2qR1vzF?|~LR z3^~TtK<(k%v13Q5w3lagTr|jS3RPBONE+CKm}EU?%H6g7-QvgM5L#rAZz3D4{zJ}Cxur;AkNGy$az+E(d0_c+nXtHoGRnrY8oB zO?!Hae<>Jj$~+Wf+mV!F>UNzE6{;~!(l6#jm~YvwIPoNEb8$l4$UM!K|H4umrKgJs zC=1P;3!+ydU)B0uG9i%~?0SERv|u<2ang%O@PG^~2MY-|aeDR+YSpV?+J(K^5i?L@dYX_)9u`Lh$ zKpjqe4K4j)Q)A3oGbv?vhxbfZ0A~97gE9AoT=I-^ME(?qwy8hU@nTQZRL{o$dR1AP z?EZrXsiPKFnX2|&D1cPkqhm%?Z3+H#%H%qv%?Ir+Ph;0fzK$M4dO}yBJdU|V8ghy` z=ftkoF{c`yW+q|m!y)w46tT8omWeXv87%tsSC9PiX$<$iNqPO&@_)GTPe+aeKES@e z<;F@ekt=-D8LMo*kH1h=PdNQ2DVhKvLh7S#82XN`7MkShd2Oy!-7JPU#}_Bkd-H;* zLt{#4!5oj&E+?Qf0$Hd6oNB%=y}uBt>S%uMy*21AY(A}q}rBs7F>)fjEaszX;Nwv&4cEMZdc4Pl~_4~C4P zTl^tn+@SaK3$SsZ&)WsIPeDW-iJ@8x8g^@uRP=8w`XcYWs0B>7RZ=I9L4RigBnEY* zy0Yfx#drJkh`ckMaDwLvbT=;vg_L6eVg%fgCtxN1T0M2XbiDn;3AN#HfrZ&)!VkLBr7vqY%h|=QT35P3aU5) zcSL^mwQk}M-@JLF5j_INOAR}W3S4)0_ah^hTwL0bAuC|~)8%kMp%aP36oF+-SBvCE z2QC3%2*am#BUnL0z4bMkZYYD?5y#Y&6Gogk%*Xgz_3B@u}=p&~A6=7)ooS1eB z@dU}{@4MeXVKCec%g>B^%c|nyY!5VSD>JQdM9Qo^CkaqHYzjy zz|K1I9enuk5Y$$)@y&6r29xv0ChFNd)9%J4p=7HjcLG|flJT~Mx3}zr23(Fp-y)dR zf4Pv>m*)IKBBs9rA=G70O-Wd7nh!wZFCg#{KM&x(JEm-o_#fTd7E%{9B_L#pSCAsX zHkKju;{C)l)i-MXqh&%PT>e8Q`+NaXvjeZaF!>LY_lhLuE{lKmcHQZk+2p`mT@&HO z+XbB0Rq*1THs2F15fMOT(i}86h2}AAHe#v~3bhiF>>yFJ(chjpa^y(JY9;6f{rG>F zYPScN%!7no`imt{*gYT>nI{jT$A@O6)1a)aogGly$?FlDGyJML1-de|db~yb28CsO&t%t3kA8s;P{6HBE^`uKv6Bu>#;UEXp zG(|!vr_yjiv`PbheX+LOJFh z_2!^DCmtHjTBacmqmy{T==?ewWeX*77^CVeB2V+>Z>D+oM~0ANRnea0WMyq_ox(Zm zT~S?IhAkD}U=65=kj95$fT1Fw;Q*GX*|4rE{eYSWg!5RiD+cIjO;^!8cp>%u9;8-) zoD~+4+V}n)xNv2WGoPYu8K%YIPb=)AzZwJOkBlYU-@`((6YLksP(KP01QGRo=?{%S zdQqkMPoNUalay8ozA)WjNw$PDD7-LT_}o0@p;)o>1H-7_mTftCiCS$CTpJHN{EGb? z*HjCnFVYEB1V^RT)O*=9F2Jb$M zTkof7c$mK?>NxW5-y1yT(9Vxjs@v6o(J*K>+e3X;G;N1`3Fw!Bl6=yYHCw!ux-0Pq zVaSLBaFeCG!7~Qk`_#sRX#n)sPcXu``EYcbk#umwnz}^&;v;4^bI=Y*=nCx|;RsFX za_T#CYCf$x#lDG^_ewG9qL+}$bUuCY4MTUQ?>2@1#%*Hag7!Tvr%|g8!K2V|O0e$m zrkO}IJB^P7koHP#=MB>09Ay#sHs9ilxNh$S^y{)YQy3#~U@NZct!jmoAdUMm2h0 zDG`a*!x4dezO;JU=}B6Sv8sahJO<@bOD@_f4=`z_h7>8{65$(YtzYp?!i?zw^r+q>HVsMpvB0;Moc1c&|ZG6moQKnSk`ADAuHeH z7iq~3jQ!_lcb!jK)z`IrvFyLcv;Cr-e7y25ZIG<((sFW$!{h&GsGDT{u|iDTC}%>Z zToy>FkpkPi+Tf6o{UQOcDE=zu)y1(rj{$ z_xo@3`N#Rv+SS!{h$z+id~D&D6@w_b3boq%r{@!eX#p9*X|&~-2HzPR`V}q*^};u- zdLpKaH&ZkC^=9fs2Z7><1`{jOs^_zd|=mUFIS5#M+b@T(PpYg1B{^?~!u0 zm@q7qv7(FrpRNFp@=XU`jch{BD7trgsQX>!v(ch`2hE$4CRY_TBXdC!D}m#xGnCZ!d; zJXdI-_4~AcSEjA8dIX7@fm5ttika<`0LiifD(B)H!Gxs*z>m02_vrNp?d~(7`5uz1 z3bM{=lf)_GfqS$_qtOkW!KqY`!M{2-)8JrK6VBlk#{RxD?5XxI+Gu_(r83e@`zle4 za#a-9^t{`t7smK839Cpn)Hk0#J#1U`)warUVXPZ%VxrGMG=z5@U<)*PPwQK0i+*Y} z&K!U#=TLUFND`l3HWb%fMrA5jXjo#+7kfJXMt$<=@<*kz)9s!f=gt=27AERKAO{~d zc1~0ZH|&}2<^M#eFX%^C}6b~c4{0l zC7`|TJ$ej!SDtol)s>mUSy^C(IN0jJNI->uk1(GU-4-njQOh}0k^Xtq71uUSX^CF* ztXqUqh=FRbvybI)9y>2480V!q@L={a4G?3_>8Qfaa&z8H5*hRb6_F3-@5xZUen+AB z(D2Xe7RGWz1ur9}Gl{N~2aXiqTS}Jy{d0eEy<^Y^+8o_j9e`oTNs8V}ZLGC*bqk+( zi!X}N3)jsubMq!_69<8g$kRev%p=O)h}L>m&!s`>zo9%b-6I;qx%`l{R)7)8Kl*9U zcceXkcgeip#xGllX(JJlpiH>;BqcJ=Xi}UtwlbuGbqT-)mlXS5r%E8k z%9fQ3J9VFALx22hZj_)B-3{PV_R!85@#pr}QK>5r^db2lF#q$>sacCM*FF<~_xguA zvjl7NAp&Q5&A!@ym6iKP4-v9!FW0T1f@@`zbW*r|wB5L@(!br`2ELg~DmylX>>gf! z)zuLAC|llhtZ!9N*@4Y{{MLAQH|gd*>-$cP0*LTL70y0Xm~5Xi>?qYPyEP~6m|Q&w zW)y1+R_*^KmiIY)jTQrkn+DA{${SYwC*kZS1ltI0;-9k1nO~M^fdQLtXsfl8@QuZy zHyR_!U#=t)&Ahs{J_gwyvOXVQHna}Gs94C-m_2iOT+>zgBy?$-*g>%P9;FV{)GT1W z&4VRW6`69l^nn$l1R}JRE)0g4Y`WWeV)~a&ttw`HiEO2Ix&Eq8|Mgy8<=>L)p3QB) zaN$B>YTIJ_@JSdfUySa|+T)?<$0y(a8{NV)7#ud6xKh*nBPoWRDvmBv++33Q z!?A<0R^06+hqh@=4i9VJzhm<8Db)*tm#tiCY_I2JSh&7}abjMrV%^qi(Ii7N7o zzpi#J=Z>0v;l8U4JFGn#Yt+p8zxuj4!!zSjU4+-2i)-S3|u zl`1ar{#_dCyGd55M7crUb6$qqYW3eJ+lfb%^{wfn+bL7dYk6eY_Q?A60xyjVZl(LL zf5biD1y4U!Rn;Wa#wyP`_R$XOz--Y(J+o=k+Jm__@2xeAJ#ai&>fS1}yGGpLS{13Z zMt`y7LwCy(xm)N6W&8KonWKVjG&$RuVXV#W2(DFdnCdjMmdr;zRJ~$B!S(0-Zq6-$v(k zHx(5l_wQ17OJZ8}v(dwbO=Jt|!KW|4oW*!_g4O5e8G!)nRF|j9va+(OSGtU!I@HU1 z_mLwZ5SrO}d9uBNW%1{jHfz@AqT3pt?;Mvco4jaIKXQqUMKd=Har(1W)I(>{RQ5hxZ;33LlNYaF`ytV;K$2*4dEH>uK7I5!(BD|Cc4=g}o26}n z;jy!~uMV>P>TENAzR`K>%0q__pE!NGJ+?|RDd*1V;X~&9Bvp=&ae?doXY5y#fc6Ci z1%J2=f9ny2VGy@Ghqn4;CUroRb)`P&U35Dxj7GEUM~`}NFW)}TXb4=@si^Att+GW9 z%a-Mqlypa(hj8)+8IT^`CH%jyEULHB=~x9~QP*EbN1iBrH{&Y(G;jWBSG0OdE8QIE zUp;&THbR~DK-rfv!N8z5?8NruWWA3cKXz79+QKT3k-%gZaYUIqQbO#@@qISs2y)@Y z#0dYuz{v|1sFEsgh2zV9`m{G>`UH{p@AW37SYCd0d{9u(J&dFakp&Hu95;_m;#<{J zmG{%s)O2094zo)Gw*n|zpUh0788c@VQB-F3hAJ~rPVD*o>Xk1Ui+y$F&7_o+t%-?4 zC2B*4bOM@fpK@YLWMm)Qbwc;-=_091oPu`$@}MC@tj@;W2_N2W;$KtS%gf6b;o)=e z(4m~NGF23dd5|UhYOoT?x_w)LSO#+Ru{v`di0Mjxt8Fw{36-D1u0x07;;Hvfrt}>4 z*Xpa^W&Qm8OuhPDX?>p(x+IGety7q3TWG7u>I1s-TKDeV+s4+`9@n(cpUX~}$J)8L zDDWJDpDxfZ`FHM2F)<04rDh>b!tNi_2i3g1JeooKOlbHxd_W@+uf2kTG3ke$vvWu4 z^tuem%DdFha;c~1I1BCWjHi$XHJmPSa#*^w)JAiTOKgb~t17p&RGB?B(augyxV{cx z^n)sgMN(SYcH0EM!-sowoA=f1ta^hKYo9yk?d({KG2TsvKF#ItF5-75K3+^rOu@tp zImn8J;X7nwW0Q6NeixXC9sb3S)&)=T1UJzGExr3%Mm@?Yqpq^Zx^yvjTu7^cUu^7(H0wT=+F{iV+)6!aYf`E77(dRD@VmXehG0t0 z-9}`t2bqjnN^W_1KYHdatoziAL7$eNCy+(wfYfw8h5D>@~T{VX-?OOGG zyd;ZWDjzE4@wRCl7-o@$Sa=v0$icxua>2WL)ykEDNLhKK_CwpVtAB55C zr{wefqZ-nkAGc-?(*I_Mo%A#`#anMun!RCAb;TE<1XA0@m{6`q=;EGkwEl}4r&l0^ z8_#Dye0ctT4><|g&zEm?GA2g*!H$~G&wA6Hnuol3_u<3x%-H++cc`~To*7K$K_l-8 zK;3O+WeY~QJn1I%^;&gsvF$r`nzD4MCV0FJ*r&dsK}V%RCvOLx14IS${VNTw_K(|r zPe%(@kdod&i33&7u=^~|A(RqJ=N$+S*YfoAtR^K1^q+?6#R2}x^al>o1M$`<5xvP~ zYZ#z7Po;NnonFCHzF%DP%Fo}QFl4N(YjbSxXt1ZVv-3VjNj28fgKp7T9c3Qt00h?1 zs6LSS(^!o4nwv*@(bgw|VP;Y(Hn-Pr-%fZk%6giKi4v+*$FZaeskScB8*6K8t7(=C z@Xv?8(;|?Yb2CmJrAQ$G#Zh zNb=bLXA*qhnzU)xE|4yeFalqw4O+9XrCbm>we*V1MVl%D*-D$qx#o5^bbz8yO6)R#NJ$a&i!_=iVI(E3};`T`Lplx28XFPqN{GdM_)CT%(oKoYT~%elty{U27+f1_UH*DM znco4XaDT5TFF$$C93?tIPn=WiKBAXGVPT=`xA&IOL86qj54$LNNnMp^T*ZqQb7CX0 zR`3A>Py%T^eE9I79(t{XRI0kYqf3P0hAuGJN$1YZErq@ApscJs1~0ReJA7=uR6$B` zaBzyEB?X^s@WdDBTsk6T*bq$Q`kk{7@U<&4QepM#D%xCC9e6Z)a(p{TJ!nB z97=&ufm|kaLqk=G>(|#a7hH0a!=kA4aSYk=xEq^Y=my9tDw;EI^Op;{LxxP@YM`kP zbCZ#g+59Hp{lW6-E!Y)Ad+o-J6F}0?l2IBh9_slwZ)O8sBxOdO_~B$=-hd3zmH5;R zR^Gg)Vxrgjo|2EBJ~3rp#&PWE(JE}^q}0^nvECD4nb$TgIGn=quoH3GOGWQ`nN-`s z{9%9e9ecpq<%WlJq~7`>g<~qhv>kUsV+sQII6F>8M{8}_M?V$Gt}Nj{EPdsZR4vId z410*$kJ4Rw7dwpt%bGdtmpg!0HF%zK&LH2 zu;#CB@I7B4QzxUzECth^l(Vi=9MTS3ykyCVpJ$7fyWJ--lu+>`S5jt`+jmVdkYBzFk>-YCSx|%4-doHt z6Pie8wq3k9R(J5=zhSRsBu!}C#9X~`-?cRln3GA-N} z6!d=`uO4;juey7Sh=AgP0iJWA(vO&gOB18WmrlgT&v^6GQfjw+xj*(y)?+uXuOD-E zX5VAgV_mWF6vuMxw7xYJKj(#NBLQjC+*swE4Czf;I61*8_rZg&yNBk+eX0*Rt=Z8o z<0bub&=4KnK9nke6tjRQi&w4cL=cML03Q1yZs(RQt&q3x-nC1TW-BII7uU;Pg#$ty z(cR|a+5v2lmCgq)UpAniVY#F+^yTNzA&e16j*^vitai~i^891*@gfcvn7qpUQ;(9C zS$KKuI0%hNix;a4MyPDNC3}Z?yui(By}H-U+OM;P9MhFz0wJd@dy}cd*TrV~{P`@? zZ*o7$e#uWa3WmFSiQTsG#EFucni_`6>VSZ|DJxrfEwdpyk|Mgjp6XRUE3REh%#5gV za|?@ZFq7K_?&RsR(zu2d5N8WG1K>S!GCTyd51KAEmD7il~jJ6eCmVo75OPwkQ4m zr)%t6j39N-qoWFcn10F7a*c<_4GM^h8HY1G`G+t0@2(ZnVCJ5v!~7~!yHIi4rw3yJ_$YIh~w5R_0bEgye&DJAF z`U0BPAdmpJ6+2~$_W+MG#=IN3v~O5gcL8ED8$Ye~4-I{|VZrC$Lqb9Z>F9{JzK5)r zAwHeCKczQcRaE$peSIv?>_;)tHz2?yx?&;f3?~2Wq~?y#csDLx52MY7V1%PTlt`KS z%{Vkd4*!U8K>Ah^QcdHvYxQw3Uhruh*nb;&CwYtA%9Zl)3Cq)-3|zItzk;pRSqT&) zQ@-)50w6__V0C7OboJ7uerSH}>5>^Vbm$El0t3L~8YHl!HGn9;y?eVt*li=bi6ZDt zGd0cOCWM{WoDe_Cu}kBAlxFv^sn)eglC)&_GY|VwhaWR;Tn=~~w8i;7na?K4x_MKM z&~kA2vQ8+)T@f0AB`2)Q;Lx(U;Hpk$Qv?|g8TRf<^yzWbOY7-1Tm!%?yW~E-XGf#@ z{puQ?6aI*4(x4xX55q|E-)Qpo2hPh}@cuoh>&33)k8mMgP%I-8OmJ&z#No#dS%`qz zN-8Qli1lhCMsx!Q6ig4({u~4WJ(Z9xUZP0&l6*9es&d@M>Q}!*D(-+-g0V@$PZ=0n z0djbh;We6Ph@o2uM#Smt+*}!|6^~LJnCuEWNu*G$S5&9R(W=0(pFGPK=b)qIXGq_0z{cUE!lg@A zha4;_o3?G_K!|gHhKfL}fFh?f`{m0AvC^wg88w;+-g)m(gllZ+Yp8lz7tvIfQ`UX5 z9ni;eMkluY0N~_2&gSO9fEg9Cdc9Gj_On6r1*j!nXsq?_QkS2fZ|V{h7}%B6o7a_5 z%s*z*YP6i_YSKZ&*Lotvxm4=W#Y1T~`y?OL;9&4CfWtw^m~mJeFkWzKC;dfBEJy0Y z`ks9a*3FRQgGt@fWzNlT=#A1Waz51=;)piW+T^Mx6cnxlZJ}Z` zfFB7Xw7%vJH6pc938S8b5O2HCdeutMX$oitE>|L2o?k24iALBXeN=|6(0V*@B`MW+tboU(vp2-!((Y^U})$2 zT`zln)8>gUPz&wQOnin_`}K>ayP!~I2#XB(U=5m2+ zVfGr?fqy_iHkCT2rp?8UyRCQA*Q4&$m6ertaBLUcKPV%03L&a2L7io`@Vses4l75g zYgbwTnBi>|Us|6-X>&sri0{MSF; ekNAJ{LPI~@xWZGmwU1gnTuh8-NzYEQ+xlO|tDiLh literal 0 HcmV?d00001 diff --git a/times-by-ciphersuite-and-function-1000.png b/times-by-ciphersuite-and-function-1000.png new file mode 100644 index 0000000000000000000000000000000000000000..69d3689a254389cde4318ec0f3fde908db8102c1 GIT binary patch literal 38799 zcmeFacU)Czwk^8VQmaZ4b3gRQ@pn(Hv6H7(7IOf8M{ zwN_f|m|N(Zng|I93vA(EdDha>%wmV2pz+^+K)}>oPw=DW*9=_bH?u>hEEo)SP5SSY z5UF5&2E+RYbKh>c^Y=SzY*pk-N5{Sl%saF2_`+rL=PhdeEs@jok7@69bzQ}pRCHa- z6F4`|YJJ4H{OBgxyoJSEWo7w;%^#OMozpD0M`8Z2t3x{LxJS3wxz^wCi+t+mmg`vk zzS1yyq{4R%yF*=KdD2oB&0ldB_}U!0vtMB1TSm&Vsr(b)-r<w9ou@Hn{JZRuU$Id1rD5=k(!_V0h5xO~aq%s_-kg+l=gv~Ao?6wH z*A~Uwys_cgy7lDZ>-(KX`g}5u#Fm+hYH4YmiB;;Y(DQFLlOIsm?b@35>QdX6(W_BGkX$ij>^e-DnzS2cp{PRe|uSA zVBpzzcee1!hk4$A@IXFBWB27NS6ClowNDLk?L2?HKyoot+U{FR!(~T%w-P zE*qf~yL{Bo;@r76UxxJZ?>+J0J@WR=8zw$t?8i5mq!9s?l!pyDS2nI*y+=|~GERwK zbVMl5v`$jk=;QIhug$WfKL$&Kq?eBjv7$vI9v!{A)!f=z!OSe?)y?I>c|L-A?Ka)j zVzdI6e_!O`>+5S!8ur9AbFjrkU^(OST(bllEPVCV2jVuB7r3MxpC%bqJkIwOtxE9O zsCew+#fu!<&FU}l_qZ2@D+&th7rm&}*=Z&pu2A~^fw+8>ikM+lniXrC-uwGkBwwVh zXv}p}w6si+{9ZrJYyF8mwY9a@k?Z*Q4jWe`<O4KF01{BB++op01O(SlF~yWo)p(X`9pNg++XFhk|AN%SK0rjfeIhJh*Ywru?9; z-u7aHy37ne$Dwx4NGTB!1;MNzadv$jPfTjk-V_#|;Ns${=pPyG$?EG)?+G(+err&Z zmRRdFHnQAxIBRS~MpIKW?BtVck|Vvcs%e%??N>JnokqWLzkK!TZEkLEYjCiIZ|YQB?! ze`VyQgkE1F_%=U()4|-{-rjfp!=B2V*e$$=J&(7(f6%4+R{HLj)@=qQ>sLr#P?8$y zy?t$opoy_*X_%LE7Jf6#qV;{4dRAsxl&YanaqJNv0TGA2d-ulQZ)HVid0TEe^PYKS z&I%8nzU~@jnVnx=NDt4LK7GTgRnK;4_v%h5yR$``Hl$$Y_vb_QsizYSe*f*a!je!~ zylft3`JPzO+Vgue><1LE(E|;IW(uljMw|#Zp#S0F?y_w2XMarJasKl|>&}ml@S9AJ z=Q%m@spdLt+>$DFSnrIQ*$n6Q&%dr>)Vq7ttoak0S}>#6W3hlrNYRrcd8MWDrQwR@ zQL5=@mbwHTz5BSnUZXkBN2ZTeUjC&qH~vPte(_r2vmbW(`T3b!SjaxuVHLMC>1(UM zQ<#juU6os`+j2{?zG$Pu(VBFd zWXH_W!i4Ucbi?=e#mcs9O}@QO=CH@?oDbEh7V=LHFG@{I3)^*ZszFs!7aOg0LvFspZ#&U$yxdy}$t-mv~sm$fo}5f2}(Oif7%!Lc9e z2#+>7mG|cMI-OXh1S~D~)5n%`)ypNKd~Dx6-hVy97`LLBd127<$M8nN=)q^uwyAW)Xuh1af`QMX~khSN{a$0qu{%Ux+ISA0*{P%d0y zQ)+7Jo1C1zH#vmgZnY5lmTuYhVU<=&K9X8C1mSq?tARaZl7V>e1dS2E+Yb_ay9-Y8?ht zM}B-Ouxq)ihaKMck@txAdc<*TXIe3eKiHJv=Ney$T*R?eO|a`TxVcQ|z;Y3z@hiKq zE$`^b8q192@OK>2_u@Zw(%+%~?&>vb67hq=Cef(t#LEb}abtGAzm&RRc~ohhU{*w(<8YUEB4Qmv*lv!U=VKlR1jwgb z8?$k4KQ0@5EWc==R8hS&R5rMGbhw9AV^dcetDRdCr*lL#!>+Wl)w)MNNW{1@KB;$?km1`pI`etQi z@r0VzWpZpgdy7NFCgYu|IsnPF^LE8Qj_6pNyEiQR+bwQ%zh+Y0& zp@Xiju3-o|NxSR1std4O?Ouv%`2RO)!7@HSpVfhVo76Z$*SGGj4*l@q_##2IYP$zW zR2jv}K{&AC_?BX}Lb~r_-Y2+6OPEPO9%`l9v6cO5%+EKDsU zE%V3MBfgn6r<)aKV)E?|lhmKXLf@Dw{aw33-IcteP36iw1U2j_z$C$3;VDpkEK|#oS zhfnp(hsiN>-MGuKYj{+BN7gYBh7#IadwQbxT>kykfL?z_;hmzf{I$~So6|j%-p{-$Zp;~9ooKdO*5YRug6?u7G&gR)` zczIub?(Y{lon)jh)Pi??^R3s$#CyzuJb?n~X@?OwUAFg&z%20NEg@#vRa z?&Tgga7vV_uoil9p(kGk)y)!os&U@Vj$;XsP=gr$G5-I6&=ON?mzRDu-MxFa%S){- zTH4yimCJ<<&d|>yCb?)XeT6_cn|UB!H{WQ;0c+&Kqm6{>qFG%bksqN4peEulHpCL# z>#@b6<=t|%>zXRV6>clUMUL1XKYpt)QdyMM`mQqBs6xw_RhQ-DZLhi1CDx+#7=GTk za+`0zkly>HQBhH^5PnQg7xzV}q-q5Q2QOc>YL!Uc#i|Vd-+uee1ySk?LR3|6Ri;Dw zsy88u(Y2cl@lU@KnHOw*lRCSv;x-XMW;0(szdS3_m=>C68IF6XbRBlzGQ6QA$I;I@ z>})!N^P@5>yqK%0MGB4AV!rCL?#J*awbr)^yR z9VGV04WB+~eQVXKPC4gt>C&Zn3l>-u@9^2Atb1rH64=chRvk+X%ObX9e*ZLU&CZ?G zF-rWehWc2M4$DPNj1F!6+FD>bn_IH_<5S!CEx=>}8qfYX@Wz8T(#bWhIMcyC=h?Go z-@B6QOis%L{rTrFIi;n-c{Z)UXfDXkg`u+R46E>HxPPQKQ^U@qPQXoUV;6KB2k?5l zb<_bYR=wG7-yebHEljsD&8esmtFrLqlYjfyUw_3ozV{W4E=)G9;~$}Pb7-r#fU4cW zaugg=x`0>a4?cf3OHEH#mcsKWc$6gQ%la;3yW16f?12Xl!OGSGf5l{z8q4Oli&)<7 z?vDth0np(vy7NeUd9mPh!dds)^Nnm>m5CdxM9tnGe8kQeJ$f=Cext?fTpMCM# z&6}nDT~)kHd=0e)xRqdQ0H^f0X!qa~@P~F^UM}hB*mMbhsM!40%eWFtidulDt17u5 zXk;kSX{+AB>U@d(-giO;A20Ox_bXhT&$~_M?LujPN!8(j9>oI(Uae3sulfGzx*$~} z)fNR6B|WXJ!8kB==4J1Z?-njv^aM!u4N3#tnz^}o5yG+&SI=9^@ZnT!N&wjnc>}@L zU6sH8{(IV$jTu4!Tbq=V67<96LOl|XF)8~uefsp6OTw<{wU`^H*yDJ;f-uCXx3^oz zMz8q_s!K|IdnZ(xXsGCY&?G+HpE4t^9AQlO7rWcC#J}I1RDYH!x80ABLTT`OZn;O>I8jjEimlsC^aYwyvk+Yxy9E3AUXf5 z-l4Sq2ZyAk^S^G_0M6(rk9I0f?qBAjDbzwAXvc2SqMKznn$crDT%)hf$j)&?5qXQH zGNvHBZe6f%lAdI($KZA)L|`vbQ#D`XqCn=>+4RbNcpSdIS=Uh(=?mEJP#PwG1hq&< zWn%cJ#zxcd15#2_z6DrDKBbt4`D^}?k?8ZhwrHcSs=t2Wy&Jn&pq zwXtic(M<};|AK=3k_bExB9nI5M!;W9rnYp4itodA|Ml zHF0+_1?*+x+UnMpmLL>G6@RAR9Y4uJ2aua1SxLlrxm;2Y4k@~CicTyYvU~ZQPmIE%+Y~{tYPLU zC;w>-F2|>r=Q5nD58zi3aB(Gv36K#w$a91Mo33Ael_6Sti}AdcveW*$x+w@I`Z=KGf`cahcJ@2`qRn& zv6#%;Lz@;~&m8U+H~jv^v?6h&3PpAaHacs0`Br)#Wlkk^SFzv${)K&l!YQhEHB0&i zdK9MA)LL)$g^U**)F8O1jnqc<(UNO4N5{ZyOwZsqmmdpf{HjMNj^g9i;MQ* zxb|6$^V>F0n?;L{8mPIzUtMbKM?5M}zb)a;mm;b{%;uCW|`e90B@ zM-3^fnri-XXhzb}47)y$+qZA;u<4FibI`TziH}-Z^GEDRZyz5YfIHLpT_atD&m4bz zIp~{&bo4eSr_puEkIX82JE13sy@~)f(ujzp3}b@k@!NJXsnmHb9~8$O}$X``c& zr{Y_pa*ZkzLIqUQ&U~AZ)45$-ysqp9)s3v!T&`mLuW@EM)gGzlPx|uz9Jr1sMBD~q z?#2xp-c&k%`LrMDv~=x5O8uyK;-0Sf8XleLp}DleCDp#avrtBABygND*uol{iTJ7S z+oRS}5TOux+T6;j6kEh-Xbcr!CGs8st67fW*Uz6*TBY0&H~{#c;OBG}#1L9kPBJ>- zD`FgBEPZdA`}ONbyn9{%OCmIsq*)mnRu#)gMUIX1I1K?%M;a?esTAVca)7Vmb1E5( zmfYDO%S>cZc5O2(hw!z8CY165=eSicd zfy~?8+gGO4U;_{vp=Q_4D>2*|58l8XJ4pmD9|w`S=D>}Zepbj&JpBDZM23c&{r z;c0~J`;AbW*TlVlw-V`qX@Gak$;k<<$BU}tpuFJ+7eM&H{ z62YcFA^7z3bGBUL!pD~vZ#qpY5CS|~nQjve_Q1T{&1Nxxb&d;L@p99rkMMczp!G@- zgzx~iGH!E+1_$X;?`_unT2- z8yVnJPKv+@SlM2g;db?EAy%`wr$>;T-OWgES<9Q-2T`gk09KZQF6is3QUp14Z>!EV zB8Q~!Z~qe2apT5~l9Y3e2`JF{r+n=TI`$w8m<8pVQuNcW*Z3D-r?-Hkou|tdK~Ll~ zHhNFoCTi!-orGp6u3@X3JbU)6w^XY~gwSkkUE70w*dyuz2i?lBqr*U;glXrxQXIu) zx1-!Y+xaopW?OBRLtm*P@>%Q*S&9pi!<|CR^4i(=28T6(1?>xzNb8ldiDi7mCzG*9u_D5O8n^Rm|Y-VL8eAq|8_{IwH{vgvO zLN~_j#Vczw>~8`_a-bLz!iwE+T_Milgiw`~`{Komr5-l`t!phiSzv456Y6g0?lwtD zOMa61zp}#`!04~F}Zr!>7rC6<3K(NL`HEp#z17$mMQu-uD zY$O0(gY#o?{VRnT_BH_^TV1d}-2t5fun%9|SSEC1qhgfO@RKJ`mgQVw7o9q78k?e` zVgR<{0VAVM_V?Y6Do>h5Sk%LO?45X3jD6|M*cU;Mjv5F5t=XeHWVc>b}56K($q}Sw%%!m;bn9Zy(8Oywa!VgDe3qrOAy=ssx2Uum1H$j={iFYfTX6R69VPC0Xobm z(BTf&$S!@%$Gpd!MO{T~P<2jb!iTvpCU#0M~X?v^K^@EPG9Eaj{U9 zsNz(H^GvsczfLG68V0tVsuKbU!%XO3X(iWF>UJGC;PT#2Vk0{{`zij#_CC|bf8p~7 zpk!2w$5B3hZA$$%DEEt!s9AsKsp&IjRHmcg$CvZLR|uSPfrs41C0!Y;88}=#s_C&< zP3tHUu^5c{1}{&~!0hZ@hPCFwzs8uX{1&?#yz8V^gF~O3w=MQBS~Pt9OZi8eZ9*n8 zli9j;t0z!f&sL3tw%=O3E?vrTSnfY57*!|s_F6vJes0gQWy|^nrdxYUIXMmv4%YPT z=@Q-RJiY$WH^e;_7@@D#kF=M%ApJDe*FVIAHowU^yg$`l zb7>m3Cb*S#%&!9j1z#+{^Pdml;o%9v3HhC!y`1g?B`?cI-SGtE8D7=lmlZ$)&H28H zV53t}a|=5RS(1Q5Q5gk2FB2t-ERu+P!r2oKq@2{;-QBPK_16bPuWnX?BHhUe6n~3U zpPoN4Wy%zA;qf+NF>4T7m{g+4rIyaZHF&t&H!7KxXMVoV;fg=#kxX&b8=iNS%qa|$GpB1+Y6 zbrU5bjVAuuDnOr5u$C&1VoaODg|qHL|)(ShF820$_fxvttGn?zqobpIic$Bal|dLMf+}RS0I@MVT zy6^5h;&%ML8&QQs95CqWR^8PVK{DshpZC^g=aw{bm^K7t+6zuvul@GDdj_f;%~hsZ zrJfsP6Ks0aUcP*}VaJZsNR~uBtb-QkdFXT3@9TFafzAlJ9q9} zS=Z3 ziop(Cd;O({4v4v|Ktn0d*RKyv|K*q0P?VqpP`#4B6nl+hvxf8Ui}-kupAZZVXN~mx zN(ju{HD@_!Z!jfKLPFNBkaAQZvNpXZ({NS zi*Qyc^5pwTD5Grf_V@RvQUOe{Qtnbv^7#0~3xnp6ucW~<831KRsbv`W7*4%q!R7Sh z9Ka4e7WnMaOcsePWs%BOE$^1$Ne>`W%NiL)khY5m zR&D+cVlnA>`s{3MUMTpGQi#D9xhl2A1^x~ej)7>q`o$Sl6gICPB zo^lrerJXbzoFE=1q9}@$PZ<3E9W0;ZNd!z@CUBQLxGCIJ zFeLT5GTYl89!<^7Pv}nU>}vh5kLT3-Ro3lAyp*NDhKe*?ttihXzW>pl%L%sMbP?V2 zDrU7RVrpWH{KKL(6fThRN!{@^u0Qiykg{m9pumhwY z>?q~XD2+HJOB#AVG$~gQY+j;3v`C)wOBn%$bx>5t%b08@Xo$ z&540D5edM45ZaIr&&%B0BOa)4jfVz@hB_c`mq{W4A*k;1mb{y*w+^se_e%>n+xscM z(B@=lY(-A+2!ylXq?<(loqS2~Z){69*C*vxrdfp(``KO`91c+}xl=t}R~of(lgsco zkV3iKPSry^m0f8y$+1!qN0VoiWo=T5*@YXE2i%e#&RTH1z4EzXd9rGcg2URQcUB_C zvlcI1dVb*Y1Uf6G3<3Ly)le^Kenq;oX3v&OHE&J;fb`Xl8sk^>wJm*WYe7X9s^!#3 zi=MhHbz~ONYSX1IkU>lRNpiVMN|o-3NIZiWG;Ob>ienk6OoJW0EIH37141+Tr*krSBV{5JdBh$ia&? zot7&~OpYD?{ypSu;bUURX3XI{`%R?($^(5p4JzVMiz<9;8B3n43?s~sA3q{Y*Lp@t z_~WJ(47baJdjk|J50XLRnFC)=F#}xTDIi;s<>RmZ{I;9iQfkC{Bj(E`8J(h99dBA5 z7b8Lq}0bd9Lo6GwZi+S6U%%O(LmrKWHcBg0)9K0CUnQ#|^!F@uKau`x+2dw|Gb( zrRs!U3u33?#~4jw3KEgb#I|p*R$wFc7GKW3=@rVYw}zY2lINOKCNSZ5**;u@Z`G>ZDEdA?nT~)wo_}Y{USh+5eDDLM4|h*P@NG-V*~sYM5?rTi?_*Xq zR1j_2GoP-%vV3#%YY*|b-UB(Qz(<+Y|BO3-rW`AlMA^;R6XKsULI@AaV-UL#3LhDhh{IuZKz>=zp0y| zgoT7rXIy^!_N0q#SCqG(pMaE97Uzm@Aco)iikiB*+HOQnDaC6Rw(5|>W;zD3>LfUE zOH^P48AKe^VY7f;r)o$HI_arb$|+`#ke;+ge)P=k+}${D4=pF-R`{QnFSmoRExNU8 zFA+C*F|S+ZJx8^a(OYx`+t3G~96%`u#K5665qqWw98>zpIjmN|CHc^k`?)WCz6djs z0AkxRmq*BGeeJ~uad^CggM;xT(cDfyPI%D10fsmRbv^)W75;rT2hTqA&-U7mPG$f-^O(jg4#C z$8^_?C?h}8A{zRm&|$&X0ZyLs0522Te<^lmAK1)L7@w$AL^u`xzylzVOR*210HoD?dSA;uc`jF$hpJ@^u?>);5URpSAkWf3=7Pkt zg?kXmk~xK75a3W_7J-=a0w()o`mD;{Bhu2PNTlYu!rXAMA!o(vha;EQ+OZ<}9RR0F zkj>~EfWu6z5Iz4{gXN?Mhr;yV7aj)<9vL6UQ}K&DJPYoY#x?vu`GuJ;YHCJYhUsw@ ztUJ~Q9<&HVDztBL;DF6}d)ksYgx0Lti@bR4>eV+zqQF)*vew?o(>Pq*pL8Kq65z&} z3~p;{Qx;fDNt{{Eb@8dB(Xfp_wA&H9P3Sin;gvnpCpTxd75Tj&c_*6IsgcPGyTNkw zhb^M&MjZY$z|>8-A*dsvGB&rhosFM6oFyhErX#Lk-MStuGU9&_%AnI#7zCQ)jo`#T-3F#kS9#N4s z&7enMAVnHb1^t2A(8s!`HWF~2TsM5D6GC|OaWyK)aVgqgfb4DLp!1h>h%mI3I6Ikv z81?G(LWqLFQW8CF^|gtKa`c$(SC#80h$lxN;@iCW_@hUUL^*R2qC z#_P~{TL8uq~7%S=mZDI2JB zik>!e4tbl#lQ`Tg?mS}R;;h>;k|&gu?jX7Zlac{$pzPb>a$TqV2jYq-EI~?o_2R!zIn<$e6Ma3a%azFnZYA3wfWPR}q-($v^Hqar!&V1^bPs!m1xYnCwa4ONj ztJb!4MORI_B7Aho{XKQjF#lFpO|PB#ZqfyQ-kFL4=rG0=ar>#ph8VwS-n>UJ-qi%D zgQ!{r4!dR!XAD~hxtU5Ml@*EkLA6fe%`77K4v5k4~OEIqsB_LtWbpa|HC4voNHIo4>-g~K5-f(z-Q7`$zARuS z9~=Rq7kl4}_pHY@G%+!;L&EMWkQ!5R8-r{{7%A+q7ayN&(2ZLA9toW@XWD#CGh@Zv zAj=UD^#%UUA1zn2mquw@jCvd}FYMFH>*1*6;UoUc7Cnqj4e+s| z#HF<%PL7pHD%oJO4|(3PA0iM~!yz1rs`R|wJexd)U}8TY@EskzQ=cC*xvO8({gWk! zYJB*&JOZyRijJ%jcKmUk$_RjGcb@4pXR-j3%fx%0lHQ?@L^FhPGSPm(#IRm2?hMoS zi=b*+AdI2ma8i2&qACoC zJq)}<(3kW{geL`rND!Oh5P}Ffc2vX%+YNLZcRAs4p?fkt@M7`O@989!WZ`U-tmVP6 z@&*BJ+4S0-e@YqlM50l}Rv`F~5vrw70FexFWePK3ViTYgAjiMh(Z~u7_A5d)#>+%z zECk_3etBPp;ph5ilunRmfC(R^r|MYeuK9BuhpbdQXJ+;RBnCu5^-%a?k#f9AQFGYW zgL6(qi%;NA4u4j4cUTneS3SI8;+Qcu`gs+BBIE~jeLYHXAn)mec0k?y0nnSyAy#KR%|coJF)~7= zFxbctI0QU+K!uT}4-6-d;#SRZPzPJ@{m}P%BIE3O&u&splfzodf?wg;0Ju-+jz=Fw z8ewQEH^E=GLkK#K-$nteo8dY(I*>Kq{{SfiRx3kD)~D00BN05~RKAhfz)f=K5F&>= zVh(w4nS^|$>%Eu#rIR`Mf&Xu%$*1=AP$HJ#W0b?i|M=sNZSXa+(qs|VNWyku=QeS$ zG=)tVNc%!%jOHa6!O0WbjzmZ#19e~xiyQ*a4HpHtYX`Ysd)Cn9QIi&aajBbPvK0rA< z(h0wvwk7Cxfj#5^g6`8q8MHRUm1xaa48N)U63qh>+4iKC)?>V@F4Z}=Hoj|5uBhd$ zP8$8js!AtrC%YRgeIPI+YUq!;Q@&R7nI*?g>m6AA6Calga1L(u2O_J3_Ak?&U@BAEKJe+dLcor2300 zxdASd`dkwq_0xb9=FvxKW{wa8$L_=NN;&Tc)Ru&HDfn6lG>{JrJKDh5#=_#ZzrT7? zYl?aEHIO$U1jtYnm-U1DtGlw%t~d5)rubP8k`u#jxGPy$`_*i!S1S6Yj~?|zFu|@d zu0(CBO}#>(B8hRaY>WsvWmiK_o zWSkX*dw|jqKtnKc@7t=X;b*FyYn*?s*A66K+RR6T*@=u94 z%3|;+1X6HJ$Yr4|WeEmavlJVt0e^gI9QH$2PPZ09K*#lddSww~b9hdju`Zt)Hk|H8$K*TMrr)*uw9$)2cU zq5V=<8r7#!{;0=;j#6w*vuuA1xfyo*z2J2ez$kGwJ&~OMGrqd=4QJ)_3p99tZOISE zqmzA0qzj?`w&qe%2@$|Y^x-}u|F_DQ@J$+9+9i}$@q#h>bdR;WFt)- zN5=JpLze77;~p$5JIsQ0m3pWm?@2nOL3N7+Pfmm|iuxi@KoJh`h6bXDg;ie#Rk*CV zc^tgbkFZxO8^R_oZPhVj=FWWxQc7ufazz?6 z(ikl08DP-AEd*H#Q{`#$d{Ju*VMLFJ=&0VlzC^M2<>lpRaD}J=qMTCb8?*6eA@4(_ ze4{(T(>ssc?Vk4>hZS%_^~8x29)Xa#QGg!$){-xaQaEx1R9XHx7tJ&J>9zSoN71$c z18#b5$3z^yReV%*T3%h9I^bix{v>eP#Dwy9JCI)}6!rqW2VTwafP>G2HdGx`&_@C{ zNII4^5-(>e*TfT5FE5_1gp*JR*P2l!bm}nZV9b*f#CO8E#sjQTT!A!dL;`OfY!PX| ziPqB7fh;hPv&q`EjpUOlC0n)wGd)C z77(EU=;uv-KGYg34<10=P(*TK(tcmezaC`+DAc3WUy|uHPBWuXc_!|duo?75Ve_U# z8KXlisQ+a^%cao04E?FyRajV_Iv3ysg8hw++#BfXER#gv&Mks9xF;Mv>J0=N>4Bz( zNj;yj^967ax%c1%peHj_3xm5VIA&SIBl&d?oy^!bndXmxRzzhFTrstY{M%Dhahj1tU~ zAJ8^z_5HIZiAVkyzFx)4x0T9sY@5vE&MLW^XG{C-q^Ru^9v%)n76H4(yEG@D1uDj% zL4yH|f;&-H{5_d;q0r)ucDuB8R3%4~ffN~Ery?1>1LV8J%R7mtM*_b{4F-U>0~c<( z&Hq~-xWOTOm|BW(Y^arw4f~@&V&Hy~Nlh5=BOP86dx6-=AP7g{>b#{0ie(50)E&Is zPY*)x5a7u+a9>6P<*40BI>d=v$s}x(Xi~ESA$F&pK<_-wwEfi+XQVsW({sE>0+&j9 ze~qMd;?QhrZ4VM;MqK%y5;tN|g!T`}DIK*L=@2l@bA%t@ae~Ns4u$`AfOh}9qd)+? zs4T-!Rl)~Fep~>STgDpRzLQ<(&MM7RdBW^mf-=UpALj?Jo)24cGIMvQkABGl!wDAi z7|~Dh61jM6EaN&N%28&fX>KBY7Ab^edCCyfZUs&k*3oFVDC%eeiHTxs5FS|FZ;&f zvWi%9oD-Bo<*0W`pB!0&{dvTLD32$Bfgxay?Ya`nJ=d{^OEG_vB0d}bE;iDes~SOo zPtvbSH1x@DMPb~5Y+P1At|izd1A*P!V7|T$d0-Cbb`6Vn!1#&Kw@I}i6A%yd?JY+R zfe&1nv-!-@R~afTYcBsxz=8&FvD`7cyvzV(;NBI1~A82hg;CfPt3v@_9p)SiaORs!J08Lf@?4-e1J z?r-=4LhyO?S}lI4unS#(b|JwCn){^LN)+X{^L^p}700ImZ|=u*&W{!Ond}4i;$!A7 zoe1Lp(jNCu(-EBQpAR>ztf}jnGRXs_Y@9P^jz=K&r?}!&p%hRxJR3kni%BMFyShyb zW-ymQ*>nEJW}iG?(H@7pwqAd`z-{!ozs9?%)v2HNDkpT} z0sqYz4)n|a8%IL?-^*bI{^3>JYo8hcDUev6eCP=O9>`od^Nv8aM<5RIMgf8MX($h~ z(@g&@T-j(&FNnb~V+SF<%bGMUT~!^#Xk?fY!{`iZJU-+>0wKDKh&Mq=B#%;mF~8D7 z;yi#fJb9=~0WN67lH1@Tf9#5$6qW~Gc?!i)E^u~cfLjcQzD0?Lmxw~b^Ad=!Zw`u3ZsepjFAG6Avv5FasrZ|(fpwO zP&@SqlF)b=1HVZnXCsScSc4WGK@=7cXX;%X;)D>30G3WAXJ=<~W^SFhVl^ACh+JAK zRIoDuxibvy3X~XlRqf?A-$u(TP5hCP2#s&Z@3Q`;f4FwSBgCdiM37%UKm7Us!FZ+R% zLqI6u_OlL zP$x9hY4WU6(Tg+O4vbeO2}i<7Sad*dMxmnGASQN-{GEWRJt1nee;JIA>aH1=%}@(a zpp5i~01ySh5)Ksu!KGxyO|l`Nnr4y20gfi33qD=cYJ`P}N(QFf4d+%F>ZnA_cwm+< z_N2)f#LIzfC7S7oH-90lY!G&X?x#-9q}sVzY_SH_y;vlV1k_OEsijUZEc3SWpX};_kTo$k(Vu;i8$`(x9fn1@F^3Nj>IJX0tQ^Wynym&>^4gEU<|0kBA zrg(Mt7)t(SGyuedB-=#eDg{U)q@#eWvaV|62S-DU8Wu0U^E#1dlywq@hlWn;+2V7- zqrK5>QPA~&*BDQE2USXU5^I8%%f95UEfhl#JZo%J*&{(SX9lZt15^u``)kXVqIfGr z-I93b&3s_j>KK0-tzxwFfOitBCaeGk60bXV&el*jjI!_qFH%4HHg=g3c|#zxkewb- zIt-M9M^r{=45-m$;a4b~C_jLU$gi~S>yUQfa258dOGo(`zi z4H6QnAgM*-WAGY-5%udnS7Ve8RIbb})pu&qYo1X2glsl}IPj&Ek?!Dc0AUMBI*)Sikp*sx|zPNfNYNufh=ish1E3kU5I z^$RDkCYXxiB4YG$CHi{|{g(;pzQ*(`SS@6c4apjf+UCu(XR8hxj9;6PeMx)E?3~wE zFP25CM?(ZrT4J6ocJ<|Blzc5O^ttZ*Edic@8M0qs=Icc*y;Vj%^G%e;2K%~H$1%pv zZEz>Ni4~5awol@gVdV!U9aF)T^qI!p;j6`6drBGFQi$tiRWT;Qi}U?k+EWxjBraO8 z;I?ee#2+#|%+2NvzzN5qMorYU!N5Fxs9;2fsXzGsjztq!GTGkcG{YEzL`W2P3B_W+t3#h4#4;)wbS71^$9U= z5mM$rt}u_WO)Nj-(A#GRf5pBHgNuZP`B@4m=HvK3N#eNu$GbuO`w)B|vj{d9FUw90%=eydm$#<{P z=Et?F_sf?P;FM?*4at>=bc(>A=(6*~m>(44r?7^_IIhGMv|~I^erVcc06&80N)kG3 z%DYH)M-+_bukCJVc!WUK0X(X>Z{G`vMH6qyxw_qN$vHucE+bYEV6p?(#iH)Tf1jH6Q!aeSw+!I}K6~8Ig&+LGRfu z9tgS$h)ZI&Gz<}6O{>NF7eB{2355ZOq@tptBH~|c&!4Bh3b5@Su-p2}22Wt!T>>76 zTO=NVqSy#uD)vQLKTLwBVT6)C_Fy9AFj9}Y=4V3%^-VIZ69D@5?FT(d%Cwl(&(GaT zM;iJfjie|VML!G%SFH&?Hp%j;tj(Pofpnyg=u%dIp&Gbn5*tW7m;GC!zOC&x_dT#C zMoW=0N(v*Cg?4awWF4hJC;#}fQxxz@!IhEFPd0zpWymK0!=F)ni1@^En5{GC&-UPf z21h0j3A^6cZ!{-g^!4Vm&V7)l4H5InBnV!}sGqto#BBK{ez|ErPQzq7GfMT_M8#fz zsa1pC`=5%XnIf*wA*6c)ZL0xPOvw0g+NZ9X_R^|NMQ)?A0GVG>3hRWS>n7ho(OSg1kTH(uTcvYnwfqD4-6 z^6I4$(HE)j6KS?(A2oF0YuDldPK{+Q?h7UZ2BYGwd-B{`qc7GI|Gr+Wx|l=hF5C}R zd2?Af-(u%}zVNML^EHTkR8vzE+k&=J`qEf)aB2kJU%)!!=m5`VQ99p0800yRkY{p<3E-1GiJ$%>$=12Ou_IBI4D7NgeyTzvQ z8Ano#M_S91ZN~TY=MQifytEXG8SO&gI-PkT6(%$q-bIWXT+8VDjOjo3_b!`pE3FlT zTwh7t8tLqb>=U=o#pT*Buu^>H9M0oF+Bj9bkiTUL3kxX%2|Gh_OKk69v52H*dXOcx zsVNZ7-!ttCxVhnZ4g$_Z+slv`G_7EP$^18v4VHwQqG|Ja_L?JAeI})P)an3ZqY0K^zG&|-#=9j^rMY0$L2IyNDQD*uE+M-9? zyFdz9RtnU6R#aS!(RF4yk`>D!q+``0tB@GYzlTk}9nqu9G*k;V&nDRo;J$@N&LsX(wsi3 zCNLM4jBW_%{{~(o@8E;zITN2?^A@BF`N|OW*9!>H5hV8#fh^<=rU!g9Q4p&#Fx`o? zSb!7)*+^?jx$yS6faXHqjW`WwgG-&}QDGcLr`33m9D|W^C$ulUmEt`8$(R~f3$f$gxgXD3J490rA`ubGJNbMS1g$(sb0pIB@vM_ z-7$bHVU27CSyAA_BKI^Iq9B?}W^bJ0Tzzqzr{5J7k6tF4mPBTMSUae@0-dVsF>)MBLYO8$(EeyH+#d=Qxu@(?NE_4wT?1aN_ZwwLn>9R3Kc(xni(&F{5cAO=QFK z_HE@J{?^~0*?JBptly#;E3Y7Vq(lm@oSk$0%$Y!xx?}>!U}dP~uhYh0goDUZVS?7% z^B;Urm6}yy@+md7B%7$BJa34~9R%7TXbbCz=*;kG4C)fHv^U&!6ar{*uuM4~l8m7! z7DLgmKu4Ts0}K|ZO+>0Nd!-2$UKI3|Q? z4A53)xNE7)BSfSQvZ})k%EJUt;0^LT|y!cEFQJleWTZ>1F zITtUyl3WmaIh*4W#wVv??cR0*d}y2|n*_-F=g*%v_4Jt5NDekFF!aYGtOwwI~ zvk|-zR-fy4)8!BbK*`$JXS=PkoTWQA4YnLb|`*m$P|c( zXK6e~f?z44_8Hju(|h`)4&S*r9gXv6(nsv`XI_8#7-|%xLoCV>YP0Rzba`wsjEB&F z*2{1?j*o^oZwWlW^guxzVGJIhCLzKT5GSDvN)e4L&6gEzE;?yW)QHuOVCY|u5pjsN za(njt0mLDUUOi&s&?-=+O~Mgq72S02%_gps0%-jln$v+WR|1`$I*T!{24-w}NO&7x z7fHbe01vTFf2pe0#QYLBPq7h^s`Njr%A6b>?0w+60-Te^p`~G604p@18XguBmX6fH zqj3}lOgR{Yx{kN!xGkH^)&tp?*nt7>JJ8wR-&qk5>}SV!#2<5TLr}$h{qiMt?`8J! ziI?=+&#VCtirtXxC<(U;3Q3}pFxbHWt_b|>3DRHcv!{^#o(ht$3jGkkSv2VZSdOcg zcjwlh&>${WuYe0CVr40IbdGt@WJ~a?hY&bPiN`!%cJR)`A#+IBS$dzN$?jyTKlR6^ zYRL)R$-{U59cNU`CnRCYYkyS^!?*rRS73z9P8u1{`wWp2c_ZvJWV7PfX$|W4CrhKX65j)V+yEbEkR1! ztCa0+z?#Y94j0XxyArz-WK313%&}u-)bY1^|23L7fh0m+GNYlVm<r{tNDeJy<;*6Bn@M#O9VV1hA`vqKuZqUEv8JH(T3iMy6@ zFQK+k4A2(H*-V`rG<^vrvSWQ>wLy{+MZ*4PGr4KL0X3;}anGB#3hx-HhjR#wARY3PeaVo-3mjWs4n zkIr1wuQ=LpDbd+MDFsEns*@cSpb0KLgs9PzlZ6`SJm$|r%>WiilDGm5-8@&|FF8PJ zeBb{RERTrh3?r049cWFFhu#Axoxsl?5NeZ_El{G7>CkkI%K9+@A_y9H-`kDR>(Srj zqS;3Cz%l9yQdy_cIG0kt`_4q=y=kKI4$??lrbH+QX43@7JgC0NH;Q^2Y0isAY@qhq zfQzAgroYi3&89~HfgdoMIX>+J1|$Pa{-XX6@>~({4O5DJ9C~T7Q2K?zICARmv^C1w zii{MbF4S>}U6TIphH(?&w=Z7`L2D_&5beaU)W>KC(Z}ppF{PRSV^BBf4^4LDLTcd& zh0;RBF4f}LqO^6XPX&U0FBX|B-DTS214x&S;s!Rn5plk7i}E$-q)@~<(N5X%akDrY zBqf0=@7V1%L1LI(!o7TyQBwLSJ#8P*93ai-Anj^CrFR<;d)6X6Fllr>PM~+!Qg|B2 zoBu%UPzx(Hfnzuj7!Zd#*2LwKF?5*yiE{qp+ktq0Xn>%$r>ZT`svhIMJHW!xOba#p zE@7A=zh{%?X`O*|NfjG%O^cu z|H-Jdc>^ksG4F{Ct72lYsS}1(24igwO%J87I~+nW8UpTW{ZaM(``1>cPaq)k=@T{C z|3B;Z>Vs5Z(J&TgX9iqMk!l&0X+01}>@byKywx*3eIqRMfTc8VA$|qk9%!I#dE3XA zY-h)>G0wxNnfIdyq6`&Id}lfmB&HY!1N#|bN*~ljFS1nAtXFX|D5Gh%+vd&0g1ZJ} z%wllqz^)^YmWcQo4D5P>{8E{KJa>eAgk%K5jRGRmrO?0nE2qb3>HM}3nJ z=?tJKpn0wN5Pl>nJ_ zpeNQS=^v2BgYcP*JJYYHkc^XJN?;i(@LRIf)&SH33FGgyfH?U9GYmtakxPZlpTc0D zG7(HtOp%9)vZlcjG|L3Im<$5cqlK{=c|}gt@$vcdagZjR$2T#uBPPm?YDI2`UU%RI zZ8r&O7s`OCiz-|2opHS*^_SQ&_NtX%D2cJN(xfl$3JM=;2q6ItfEra!mm+`XALC_O zwgZh#qoxL^aXavr{y0MYfmx3z5s?v^^o>@eeV9`fC;Noa*{mRFe+bjKaCB%?i@4(N z_L>u=8~dM_-wG%}e}xKZ%YY+E6U_zUi=o|4yaRk<61IuxPRr z7InNU6G}Y~bDfM|g7%Y`b(1f#6#XTeayH9hq%;z-3eA3&$M+Iw94M3gd-l=IJv`-O z&V$U(DX9zG=2E;)A&sFl%gM=WgX{t7SAv&65nM5iE2`8($qX+fEIIfrMrXq@_5V@Z zmxoimuWv6ZWNHbKp)5*Tlnkk4iX~+zY8h)wp^{-Mv{i)6m8qhlGKFO!8Wc@5siZQC zWGWewBtwz>?hl>wp8dY(oa=r6cwMe*x35}jeb?vv`97cLx$pbApOL`kY1M71|5V}( z{R@2EiK__-AV6@E2yb15+jsrOjAzpQADrhry9g~Ekz0`NQapdqr>Q1;ww9lh~fwqx&PLtNRnk6`1i2P&Z`6h^; zU{L6$F%?}rC*Sot&p`oVfnKGlY?idlL#DnGZQ4f?qPU+Sh4zsDXD!n|P1M+quU@kz z8>60V$D9@FaM!_ZZblY$8t%9*%!D7`3SXZv75ibKZl?3T~lUa*LpJDmHd_VoJ}twLc8coK~a z0;AiM=8^t8Rn@^Te_&6p|3C39f#Jy6oT6*raFh z6hwm#gpVX*L+o18jzV-iICp-`fWu$QJ;IxkHe2jj)L;AHDoWa+VKc-6I$aKof%Fls zx#HG%4UGOX!v&eGC8c>&&0qKIKI6*px7x?B8r8Z_GG1<(e#5)J3Pnkpp zi14!U6d9uhz-1}sTaivHlrOL#bcX#!S5SRp%DNc@hzG)nix}?hZ7#k}Fi7Yc3CU#? zEp>HGKXwINTMwrcauy_q_lzogDozUxMhTqeu2TZ@EYdB9c$R?=MSIEX-IHj#x`M3k zPKnAFLXD$F`%R5++(HgQbVB_m=%N3rLWWLgW$nr)l8gW{OVU8cJIO|yegTQJMpoH? z!Z90fNY)jIhoz}$#f&`BzzMC~l7OJT>9q-ZzFcJN7F1XPpWhu~GJPhw2Sy77o~bGn zrSPZd7s<}HbKp&AyPw6ne2zt1uHfvUomO;4KE$Nx#Isa=IkT55RB30L%@>$f7@0g; zKnw7Yp_dO%OtiP_oOE;KRBIdeiSF{f^~L{nsbBG^+UU_Qt>1x#QURI-d2ha`8?XRz z4ghsvWaMmu1im{Ct-L1ur)SmI*H_lm1V={;;+za4Fq`8cMK!lQbq==SXn9Nji|4lcv%3gF@drc4YB=S&JtP@1;3G|t|2*thBl z=UFrb>HO@WZ(`EYQD~d)K-XHq&6{PY2*2hBOz^>1;sKhURWO)>f4=JFS5H%N=zE~f z{R(`^0iGuq>M4M!Ng;sl`CD3A;90;61kWzZHfXGFa;|0QEG2U3Y@c}1P&m&i<-yVH z7#IQ?qySr06c>e*0(?gW74h()KAzT=$0<2ECr+K3E07_#Z#7#Y|9NZcLezlt7Y+G4 zVxZuaQ&i;B(9p1pyN-Tyaab&sBbD}aYrQWGnV2s+(tDNmWREpZ&W(S_n`Q96UDw=E? z-;vf^5D2o8!6;<2)6BE)-qk|+%nc(53DYre>U+39$gN!~$s5Xv?&%F1HUyqMD@JL9 zN83XLtF}*{PQXZ^w7z~GC|^BD;nsTzuN1M=W~AmGJH}a&th*2?MezCa=j%JQdG&TXW)bldI-2J73c(Pi$9iXxQV+TQMFO7G?!Rpw)nVtLmGc&B!ntU#~SJKGwe+MC;IIJz^o z9=w}b-9cP<_YZYjhrhLd0A3g7%Sl;0WNs ztpf6lLIEocSxk`C2fu+f4y#<7Ak@^QSZj#f);l>ZB7h&7f7!28=dNV@?G0;?I~4#7 zr37NoTlqoE0|^B%Vf8^tL7^1*cNmzy=G#7e^XAR#uFsQ1C@0p-nlCogQm;<$9R@?f zy3RnPudgp<*`rm~@imo|R3hG#&ZHea)V)`eGJW+zLKc=bQ{jO;XR>)^+jt@|8jjU& zn^x(~Ib3+N%9~TR`hcI^QlaS$F(lRZF(9jlXJ7GdR?kebLr(kh(f;vfE-U91;N??4 z8*;wR)1P`*S+>e>r&zdwV3*RNl?%+*fowwUJ|1b+!>5I zhpCIMMP!amNZ>;Ae*6zaJWOb-GiML>nrsTRow`7BH_{|PH7`S2k&bMi{tX#b^o0vj z0vYsta%J)4QXyR^Sa@90U@5QR*u5Cnl6F>%+$v_e(z0c#IXT<<_a)&C z67JBAPXF(p;_To+K{o=LX4n;*O-)I`9=0XkntTOga?O{sdMFG=?Z8ZKZpWYBzhX*E zXi}0S0H9;Jxk_-Q-m95-eC(94Lw!?ha&ioK-3>J;Hw_OT)&vp8DJdx_ATLL*XwTGL zUHR(iQ*N^J_wH4=Ha)&jO4FO?=FOY`Yt6x6a-nY{ArrO(92BS_-V}Rfg%KxhAq&H) zrLhwd7mt8xh}lz?mH+eED_qUK4Go1*^=nkfs%#LDnt{DB{c}TNde2UMl{yJ;4nhI=c+Wq9>5=p}t085F18TRtcHuaS-Jmt3y^P2e$u)sWs>#3e|Rp8u9Kb6cGJJzyLT@xG10DFBW9s)8BVT@p62H5 z6g|)upJ(M6ERI>Y58-UkX}HV9{7KC5mD1~${dh7gw}hf~cu)@yPQCdU7vA=XY{@4g6HR#eT^6C;)Qc|M73uDQ{I%!=tvjYmJ6>4fV-cqvFTly3uSekuHA~s0( zDYCB2rg={O^1tEMIJnTgRff+7VV)Ys@Y8*x({baq-e8PiB$B{hP3`u%*XR zlAKNbd~T4*FXapb19Wns?gB{HJ-xghK`9X%A0G-V+sx=+?vMkY4TJ$j{^J^e58^If zjDoVf9rbWQVPT!OdK&NZ&I2JKA!qKy$49V~MnoA*=@DVZWx)|qW~=(MEb2d2&Eip& z%+r5{(X_DO{}Q=af{l%hG*CV@D$Hk2su*gWU+x11ZUp*O>NZ{qVCy(7sunq_Gqrly z(MfoCMA_Yxk7$`7I~SGOA35XEF)>f!Ll}t?E*-KgPjBzXFlfN0Ew+32r&&|6*OH2t zFJHWbQd}MKG`rCtb}YUfIQ$tDD0aBcn}%T?x|qjbs3T*aJK>ky5~K!SQA*O()kV-( zqui_$r*R(6eM93{va-1GIGZME2*98dD^m!6T?bGuBq7Bc`Er^tO?r>)h&yv81X&aU?_*=TkPCjtz!6t> zUC3pEV`An&@_iKtAhcZ^pkdbmHNA>b)$VQnZFo)%>c0hOB?7r8J5_yUI#7m{TMrr==Oa&M#ryx-s?P%;#6^><&JltEgM$Y(uoPiP8`{x@ z#RDMATd5F1_tCRwJgD9DNrEdK&RUoA+TRfG2iTmtaA6GW6-*P=0Unv+McnGrQLGls zH{;&@>Ov%PN}8f#PW`C0jg8HxaT&I|l7mGd?iU76?{0(MrxfU2#t$q7##D)6b{UQh z6@VS&prKGDB#wjUKkEwbg;@~8UGdZfKvs%kO$cISgc}l!Nbm{|=SKb&f<~w8+yE$1 zaFmteaEDUh0Td0Eyj0cm{8+6==w_-yi^pnYJ*fZb?x;d`!I)`6O*`t@M_)KZ9X5dDQ( z7vXa0`gJw*8pxYX0$iH&ve}*Z!UamLe!FP6+AxF#*<*}WKtR9^ zk9QL5*H1kv&^PBa|K;N@zj*OF`P1!KDsr}MUv7j_EZ%*trQ!0kWK*G%3A=S`6+}kZ znz|ca!2T4siPzQD^;zcuND1Z88e?Zaw)W7M7Ht=M9D7cx^U2fI7GV9?0v$hb)XCw9 zP~NKB*%*5T{Cvf#RpFtbvvhtA81T^86&`MGC&6m%DnGN7h(}-Er7@VPW6jn|+l#0u z<%93sS&R0X6F_!S!P&k+r|QeQYZ%IrNHHB?(tS?DT>?t{5Rj{EB}`G)1=#Q4ef^*O2rrUgY9z}rBHU9QGSvLmR*e)bSnER=>eY+I2ZDH7e z;9JcSLnMr)gKN$8p9PSul`wsR7#PTb@n-Mw2L zh2cpo0b2b;>2GnGiJ&PG_n8abvJ{vZpd#fit=ZNED5I^f?50|r zQM@C9dBTIpt>x}~N=kZqF!o?Ocm_lK6`9tQE%Uy=KN^Ckp5FAnJ~uxgJ)QPo6%ex? z;e%r@TsR5qsGs1G1|Sf#{erIEr}&PZ&=^W-`BFine23hZ?jHj{Clrl&Po9@dH;V1=+hFd_HbK_>!{>J2q`d6vxWm z>dVi){xlj=h43XfJzWkO{jc!+ML}symx1P50QHRqa&8<@-ghzC$_7G)@)4vjMtXV_ zNEl)-T@qAQ&Ogw#j^YVrc3;aqNr3LvR2l#Z#->ezXvzrz#Nz$AN%YTq!wKHeXiGf- zlPm|wLg48Z92F%1l_smYADJD&K|rruSiPSU>Jo8`G#Xlbq-Tu-lPQ7>HN(XR`nz~T)MeXJ9UYk_H?zztQG78PAA!fRMO?B?$N1WsCH`A$fUu3UvCZ zkEBf$gMFEa>DNZ}cxYH@1xiE-x}QNg^Py5h{>#1=4HsGQwFliYK67(%9VZGECsYC~ zsy?gkBe2I=l&f$6Gag-c8RH#vQNt(#^9qGrnIc1pKoE1eh-?mIxE0F{W>>3F5GaIv zZ~gKC8$6>EkB2aYTwN%2v#vGeF_^~7K01>>y{dqKyEI{`{opE9?Y(nnD#Ck$&cfci z^L!c>r*+lDj`7k$Ft;&g1)#Z-Ut>8e$A{{DVsmHIqihpz8&aajryF_fxbfpKY? z3CiHtWaD4ogT782?*HYQu#+=;1Eb9Yk z(sjhij}H2vp_dFhI|-z`mLs~L$w}4(V4R+xdgkg?6+oH$zkM{zjv~$FH>w~Tq-@SV zOz-UNwOihW+k*j-p+NN?)YgiSEC`2O#x{kz{m`oe62q^HJroiS9v;z%G{)b6Ksexh zHrr-vyD>ji7DqZJ>Tv@94h2E!d-yP(6JbP1Y#x%dAxPK0vLzE&ku6%THL^4gh(;oS zYJecQXaFmJy$kv}x^6fK%LjFJqWBNVJ|IxF>+$92y*Zot^V{OFCC~>(A%0xYIy4sn zp8>gv3TzWeskOkPxhM#bBg?IZ7~8+TqY00P5ZoK%8fV=Th)>U6y&|JHZ*1SZIi{qG zVRt!oNEF2Kxz+n+@hQh~T@!xm}H(f*3*#&0P>6FU5X;i7nV3HfW#hn+xX@Ug#x~Wzj%8z zs%QP>X9-G3zeUq|@!$am;8p|dcJHP4ii_8vD)@?{EjxGHmMzEd705H**`%Vbe&*MX zkyCzcE)Sr3XY6x?0>%dJw#6E`xw)4ok^AQ;jUyD0<_i@54q$H($7f?PxB>zuyCkG6 zcr30sSXcdI+Z!0d8)7En9gZGospsRlMGgYp>MUq>q7W(DiR1FxF5Qig645Ww-R-0OZSAsBV8s# zo99bPK5A)MKq)}{8tQ*133&Jkgy)xiE=^RNow)m{yL-boW6Rns=8&yO-N|hRjHYxP zMA&lTTD~g~N>z3~43Tg--R*qUfBYcogKVjEURp|iehfa}$~StTZ;$mwpTNPV#aQx! zYu8SNNiNOl`)*rTs13ct&(_I_g@_LhuC9E=+XYvxy0vei@ASR1DNUo}#>ij^a8F1c zDY#IFA2kX&nMjwmU@1KfbrnJ!!_aWu^0UNH$5JQgPs|s#DLJYQC{;*Agz0<*8D$5_ z?E6bJQO_9q`DqbUFDvVpQ9D#q1uYc_OmE|p!ixYMp0-Pc`m1b|}+}1*~ZwImlz?H866ohW?!pyInBBWZaF1j@)yZTAsUNB zgzi9xHkrqJV-qYBhVpjzth$WKmoOBR4eu>kCaLBG3Pq68!1r_;`W04JfpDVF(cEWiv?3+*b%*}|JNy)u z(<%r1Y$`6U6+#J4zP7U9=33_*FDq$NOMA5c~~# z(iCid9PJjx9e<#DZTs+HCJrKiTPZ9S4{+##fdSw4xBd`=tL%9tbr-xWAe$MKq24+^ z5RN>8f>*rn0HuF`0vHAur1}BgAj11Z_Z2Nf52;lMwFvwX84!`Xy?8EfsJ=u*3r+!a zt#F`&KN!TzUD#3~uP{I;H#Idy+Qfb2$PxG)^C3?pqk@Hmg@f@$O*WhPC1|?OtisRx)(?D`qUoXlY3iSfZpv7uS=)y(Hd# z{z{xDWZ|GLCxL|23B=`IwB?_pN@uo-0Kp0M`hm(<`#Vs&nfmpml; zoapE%x^qVkpd;ufP+?KE(f96Y!(_FsxA!=BAF>Zn${*fQE5TDBv{{o=eTfG zT1;#Sc0s6qDs^mZ>|s-r-AVMfBMsJfzK5P9jLKdPcp?PHZa3O0-oOayhLkA36w6$J z0rwU4iR8(jM*ItPwx0u;B_}6Gas)#0S!~%N8{(@Oam3u*y!a$mhGe$l^XEsR8X{Os zyrlU`P^Lgfcqp>)D&tAjjJQM9|A~H%UC&}^578KnFn=6)RwVFlmqR$}iaCUJFIrK>VMSsgd#qDC+jy8_EU|;EHGkK+@rSXxp5Z3om8v2s#?Bl9AoH%&S zo63vuhLZ2WBOpKu5c;QtGiM?|u<#->q~_-<1CXG@7*i2+9dbJ$TM^JXV0Y7SSU!O@ z(PQY4EnAZIs981aHVkf?JFzuhz;6L2=Ak5D02@YQ@;p3vqUaQ#i{(tipQ{ZP8$(TI z>fPULD-L7_8u#On+MJO*_oFdfj-=3MCcNxzY!pz?kYxriAO?J37aG6o1S{NJT^0Rz zzxXAWmbkTboEJ0Bc*i5z(cBT;0jT#Ep|CY?zlIuzLl4k$B%-<1o40Rq{w&8m&ES@a z*HJRzp#i3s#aX%-H}WwW93CUe0Mb}?xl{C_5sCnN`%Bn{nR}sC1NI_joUsKk99zqV zxH8$;+3^BYRl(>?f=_*gt*6NgD9jb1ZwE>uhFWPC{lHqDzkx!o`Q^p;7!}4`7e)c*=moZ+SmHIyk70 z%cBYlZ+-7BtUaeie?#F%lpLh8B-3_D3s7S8^c!6s#^G3n)E_&k4bxS=W5fZ52l2=I zphlemaUO}(=m{}G0gr#V!?zWX!DF!TmGH>!?(OY>4)-xC+z8lUi+Ln<8ve@BP>KYzsMNsedVLQC~`oogjBq>YA~7+3Tij{OgaA!R}U literal 0 HcmV?d00001 diff --git a/times-by-size-and-function-ristretto255-aggregated.png b/times-by-size-and-function-ristretto255-aggregated.png new file mode 100644 index 0000000000000000000000000000000000000000..732357c774233a3da201693707bf56d62c876d78 GIT binary patch literal 34337 zcmeFa2{@K*+crw`pt&RsR8&+%X^^SGa8sGbLZVDbLWWFDDiqyFNt7Wo36TtyC={7P zXfh|6GynVHdA|3Xzx97>eQR6W+P44M-d@FhU-xyL!*T4#zVFBBhSCw)d2=}Du&}Vq zW5^v;VPTod&B8K8Yt{^WC-D5Gv-q;dMq0~8)$){$ox!=2EQbwj&YrfkIc<7^`~1ms z)~1$cwhM>|2yNjuv9UR8Eh;Ez@sAe>Se`Q${AAFRg^SESE2nME!m_}C{;)<#Mw+s) zT)o9OxKGVK=x4p1(~-f6iS8C@qjyUeGvqq6Zq!$;5i;vqr_o`UST!7&8WU4H{4icy zJw-hxYU@7b?INBrTTMLQc*zxaEyy{>6~J~+bMczNy3UOHV=b8_Bbmki*54ePgL)-4 z5{&2sF zcVpq7?(g_^Uy0;IxGkSXKozgD>OqjCu0?wcmQayqbEGOH%LR#fw7CS*J&2 zRnm+L{rCz*i@zlsg|O?y{Rz?Wy1^!QV@WO(!VH9uqDs_9>v zp4xTkc@A90J2^Xxoc$tYe&?Fz6$1{lx@YlomJ7tCnpYQ= zmMTkoEM=T?y}5E%RYTT=rq0d>m(;&W&seY~uF+-WFdo(~AV4$FWqiRJv5!|~FX0g% zJ24a&U@;-rK5*!suyp*zWo52~4u@gS`^6JwTfYk8h`)Mq**S0(Bv7C+bBF9f9;n;Jvj=d3LPJfi<&!5j%YkYCabd?lIEv|s$ zYd^d>Kc~`2I9fl)MJL7Nw#QPwbu(wq92y!j#U}`}9pG~AyWP`Nv=RSRCg>h@9Un6G za!ET=A0ukp{w^<1T08ladVhOmszu#S&z-IlV`&WzEvtuyhYO2~kKnOl^s+LZov9Ce zSSzTX9d~Ez(L%f@AtAwWq%*C5u+jB?%V2BifnUFVIsX2#&+DXlbwd1NUimk5t{(zL z)SntLR_{J5WtrLS{`Ay`n9-qL^V$?s4-XIFG|vu|8!ul<^+ud28GMd~r5>ws7|&LC ze^(+#mWQE}kHr)quwlZ0{ZwjEdjO$ENP0|NutujP1pwd7NW zJ#&0yC$`)X)K4f4lP!AtRu&5>=4e{Nkr0X1VZm2^=9C8Hu9k4pqSgECbj|yTwG;i- z`eu#USx!z)M#jdGL3^xYuyp3kpMPu6THOBk!`d{IR-PfLm5-o1Mr935kn!(@iPdrR7UeLcN* zdC%-68}4@8$nN7!2xJ#H7KN4nuAxB>vuaivdKI^NvUI~R$DiI3$;v3@^?Ua0DX6a2 zJaBEky1jk6blr37mKf~TbLY-6larG@*tgQfvwrt_9k%&!f0w1k;II0ouU{Ww9{9z? z#Hu>?ocnP-aEIwSMMcG$nwkO(AjJp&&6?Q$_0ALH&Reygz8M`l$ThP&Ucs@u%fro$ zWo$5KLL{-JW^8SCzr5ms)5)hk_-#G9v!<>t_H@ltou@`O@{F+(ZfRXsijep3Lwu~y zu-(iEu{wA4+BNfUZ*K5w#NGYb+37ES;e2I`y26ElpF(L4@LAtkc?xGi*C{xQ;s=zQ6NuQGj4|{R_KFEckh=Mb&b~hhtBb1jh^J zjH+x@3|5QPh&SSJcc`(<9+JU@13W!F?`+Wy?aCfGLeur};l;dwbWFE7_8%f)+)m4e zI0U~~gsfp~*ClF(p6pxIo*dstiGWkmB@-(sY{op!P3zX}XYN28ug`Wqir^fdcMcy{ zaclM7iZsi{zxh9f~yn3MLg!N%$s_1GUjeuN_^pt8T8B+1W&a(e!jjC~R(2dlwDCIDl?r+i`LL~L|U4|lx zgT-SXAHL5oEL`?^!=n+)6oiAAhUkJA#W8gX$P_!+%L`)O;PWlm*ZTlq2$ zj;ORom%7lyiF#Q(4D;D++sdRR$NGE`!y@pJ?E{^4-Bl{tP7a;*FEsV^^e93P{HnkI zLm_DKxmER97c>)d#xt`2e4A_AQFR#EB^je0`TFYI%{)8@8yXs#r5eIy7g&oM=6l_+ z&Qgs$qVBy$TrKqAY#O}bzH&v|zE)-RcpY`)lHgR6m5UZVN^5Xbux+m>Rg@eH|5g8@ z!&gzF6whFCCiz6(oc^|QSrM~}kL{JQsi!`0&RZj1h+Ssb4&6uGW&BWj{pVJ>rj1T72K0WCP91>Bjcj2&ISA&0FU(Zo&MO^mX z=+OIn+gq-7$iM6I5Hie7knp z7Q?j#T-j&q6@$fY=j7x_{P{9f#I)>StY%^rf-=TLL^s2x?P`%Xr-;1kSbsosNk}3# zS4VBCd5m`Q-|zX*(l`S77UiSk&(5qREku}&*?#4Pb z#p=6Es#&ExhDiOz`A$DcSC@FLr2QS$iPfKy3{|(Vyh-CamgAxeG*O0?x8wXzt+AdW z!S>RyYmbjSz`Q#~yc@nfZHA8r@`BlJQPKQ8g1B||a-J1f7x`Hi2H%%sdmG9L7v9-w zeo$KaUSvt2NRf}xDsjh(ZEU&et`pf`fBibM!=kn#wB+48xiExr8N|=`SsX4uS z_ihf&L_HD31@q_cH;HeJ8LU_ zjJ6z0-_}sFUI&B3hK%A_(pBKQQKo>&dlUQb{-AenOUX*6m$$@l>s9BSre!?&C2bBR zuEjt=!aslh^g7>JtDRE!!Y*-b0rtDQgHB&bDAE_ZMb5~ty|_<6liY2K(?z#bo zyA>j*{a`?X?u+av?qUu-97uT2?%wfp9+!Sw`sT)xd5nDQ>~C>RT{#nY^6&XKJ%zf4 z0?#yNTVPP${JE!}VN>uVIeEM2`JX1i?9OaXgY|ao7Ar-}jF$4Lycx{~_;bI1|7cLZ z^kyt%<%d!imp}7Nc#fzl_&NCU%mtiGFA?*qH+7L=VTN&%)#+9KcN>>Ej|_->8!lX2 z?O2y)Y5A$9W<`L2?$f)!y1FclJ_J^#Telnus_UuL)L+5eGT@xM%?nX5k3-xsr5iwC z<-UFU@_|Zdlvm>EWzL>`B3*}Ay3)G&z0fnu#xrsHISsAVi6I7thK89)6Ea3dMnN4r z*>e8?u;7U`^_`blzQAZ`oxad#rG$XyIUy)`Ed97q0W+_)COOhUXa8VUQ&9k>59m-k zW$)Q9ZfgtfZa2OqEq-si@lHf`i_-J?UMt+g?InBPtg1_LcD-&cX^*j)2ekVgTQ;f6 z2DyK?`Tq8=Y_rN9AX*fZmX?lYYbBjv2J88b{50)pZ7U79jt7y&icqOe(Czt)m{itd%=&nh3uB?*H8SU|;+7D>v@jFq#zF36Qe2xe2fEG~?-m=2ZrNM z>xW&9YM3|Ng225)k2!Y5DhBRgP}l;R+KMD2hduoq0roLKK|6M_N7?|Ex-?Kfd%z}M znYXuAZynEh@4L|(DCShRtDoN!XG`FnbJo_X<&O_rLAYmndwWZd0Y5Q=gSD^qFOu^4mHy(z(af~e)SGt0 zVY1#lj9q6w`|x0Tb&xHS?4AF7y(Y|->$J5C)lX%rxh5eJ>U#9S+iB(t65dtJiv-$#YkV3Bh_5KgM)VL%8Rb=azSC_2>mShE^uF1cw=k>Isx!8vD-yMW7iWn0IPC%8taj{rY!iPZef8((PFmDF z<<(Bz@Z;%DO-;?|)2BzHTHq8h^ON`6w3dsD3vpOL*)`L_Mfb*-?rkj;RhFTy`loAC z7+a4%Q_FJfPr>V_)$@exvee5$dPkwwIJZtl|M8#DXLL8%w0?Z5W!aC#T|Y}JDimhh zeb1jq>-yQVXF@JVsuT6SyRAJsx4ZU!*hT2b`pf$Vd(-6aY>7r(+h{tn7@>aU@K8&L zVZ|C}!Ba9TbjDBSZql+h#ojx>?86Vry=bQ;rIpzgGDkB_A+3d~rMHvpg zr-F9rOLhQZVCDjb#*mNtkVJHxY6|@Le1``*k*8(aQ0P@*a?~P^JTRI!b0o8MVs~(k z!8Q@sN7*KIVXpHfM}J@L`BBjOdVI0yoFk}N@lYGCUb*t-?sDfu`M!)Lx%v4r2i)1H zOtNVyUTsmIK@mv>6KXTm)1)PP$D^UDRZyuU0|=WLZ0UP9 zf7jbJnvVYIb{zeaG$e7mg+M&^5a+HlK{8$(2EkYm!9P}>4U-H@9|#DSzva;p5!Av1k4UYwlpW;{VI4v~Ii`(Pe+dqt*$HHy6hsHlV|)^1qKmMf>GWv_g6 z!GZ;y4OvH(m6aKD)+UV!bz*QCb0$is9)8pB8iootZzO#n8gMll%Wuwt1=ZQkBRg!{ z)oihj9eSJ9QC_NcP9$T-q7d!_#T?GX^@fO#Ea*TA(&Ma*)eHa|cO+PhPf{{ROFwDs zT2HNcBGEU5i05-j1U zyP1%4XKgB9MzC>~N!`jFCfo?o2x9`pAqP}|2xHDQ6%Kd5<=Q&#xO&;L2&x)UuHUk% zl}!5l`Ex~vt$BZEohDMBNAJGVD8cW5ff~vmG{Fv6=;1xbsCWIYig-5GI58F?@6W%i zE89Z&o)L$P*CQFAIZG>FrxORe7Fcx(GW?jT*_IL@Z%6r&N(KXc|a zj;S)oo}bHe(pEZ$TPkd9)JK%7LQ!Um=`rdL;6QvhS?E`~F~n)zu3fu4$M}<@j05bN02dK;NL=!5bG<2Tx38>8o=FPe$GT= zS@!hxRRGDx=Xx(Q^|)S2^5u;~!U=Iw>EqWQfdg zxNu=(o8X<zfebXul{a z`LJ)%^7(P?F>>Z1%bYQyq$5xfM}e~tbs0?uKYKgQm?a`#Lek_THx=+Gq|2`_S`VIq zR~(!upr{$jJA{2+V`F0??5JKQn1E`p*SKE{i|Xcz?J^Xy0C6iG9hf;b(v=gq&EOKS z72-(x!Rk-3nu2?F?~ZcpZ|@lxsKOJ7;4zU z_~_6{4tJN)ZdnTVn8EF7o7H3drc9mM4|H5qS9cUdWVg$n!|%I1R3hXVOo`Fo2ZlyQ zHUl0L%Xr$t;`_0#bgS?0t0%ly@6`Z#qx0yvZrT zpYKzNfVQhE8EdT)C0H~Hqaq9^&`CL>0x1lyW^&yPs7W;s*q|632Nrdc>-Z?`0GFYr z<<3J*0WrES2Ifu(wt{yddK|c}1MdW=xr2hW5Bx(kKmd43=ggwUOb1oWuM#+jrJS5G zR^RgrKnQ|h^Rj#XDaEo;ujtNJRg5PwM(RME04k+e3xtGGXdJ>@ucvvV$ZJPhicyWc zb*`m2ey`oHR?tK0;H%WaWacpnBx!#UON3+_g#}570Q_|*SeZ8P6}3+cE`z!V2n{&C z?qb=mal6bpOyM~ixWBEB^F%_G``&S2vt{M=J$%R=hC6fz9=gq|z`kBH;g}3I*@wX;76WmUB(m_HYtZ5^lD3TK82hkgg9)Oo}SKu%q0W*^(L0gThVn&r=9b6miZXG z8P(=FUssLlyCO!t=&Y5M5LKI0`+*kT2}a#4N!+TF%ZjE;8KhP&>XNf(&u#51~7?nKSXU1vCepk)x5 z=E=&+BBT}2ICU3n4B-HaaAVLq{alkrX^i^j^t7UZzrY-%S+m zY!Sk4Kl$VRz49lisUm=3lazogtJj_Nvh(Qa<|<(#NMBm z3KqZ%oW%;1R3f;-yrV~t5?dm4>v?O5XhL=JNX5f_m%RW!S7P52Ve$3*cf-uFfjS`> zXVD7-aiyS@X<^bM8le31<5w@dE9UUD8-dZ@MR=n3_tyi4KR+eOAZD`R;_Jas%OJDg zM6$w6i_EFQe!s~&bq1|Bx=1&uQY|kx6OP%9gKW9m)~#FTwPO1z4&+fG1T|XBVc@Ov zUvy=g2Z>*(3Jv~rs|KNC1+t0W4-AX6m@{WbzH?h~-5P)|{?wu~@ojz@@953)j zIcoYH#>K0$Mt;4x;vMiFFg5`wnJB(-Od=sKB27{=*%@__3Q!85RSi`(jY_D@J_S0~kJv5nDbd}o)4;${DQ2Y=tt*EK#y9$sE*2M-?931H>E z_|&K%6xDj9?Fxw8PiJv6fPSIuCLr2EZf03r@ZrN@uz_OVXR^5MkYZtkw*LOw))tL% z>XDxDj)g7vBgV(3xA`!GnU-e9sX2{XZ<@Diw-OM9up$?P28}qaM-VrP zs;V>~Nq+>(j{>cU$5POzbfFZJ8?^c=2~?E9RZT2%)4={R%J890ZEXcjS}zq^0b%%6 zAA1qCpb@W=cb9AN;uGEDP`Z>64&PgJHRdD&r^jMT)`BA7F@1km$P7pZWclFhjgnkY zA&JA64-i;ws0U$8p1zoc zvB>$S%)x^TrQ8C1fN@91#=Zx2H8q{=9tT^X60eg=)Geb7yn74+b1R~Cv++gbKsoFj zx}El__?5gTla0MOcb<+S(s$-t7QN}8r!p_~+|shF?AN_pwOhG!>Xa!| zm3j(3rb3n!s>4CMl@UK&=4k$rM15E0Ix(WZde6Co;J~muN$;)%pA5hvP+4_$=5=h$_sVTsfp5_6n zOel!^_wTo9DqPkH7PKp~_g41!usP^A4X~FA{js z$0Ja}IRk4t5^!Gw8E%JSBPO}QsrN82IMIbuXRv)78yVzfEZKMjFhAl%pZcTy({HZc zyR)jF$V_NI)z~;9*3E~qkO|=w2r;XOdV~yRj-bTeNn|1z)_vgc3PU7wHXOQpynA|? zk+3O-j5KYsBVgD~kzv`LgTx$EFhoqO@N>=Yqrok75X)bZ2u+7>a_s^4O|rLEQGFgB zx&Ag%w>&luEu;_$XPd4DafZtA;}0n`q2R;r#Q(^hqw-$i36V7@XMn93i2TIAqS`PB zmUJ1lrx7NO7=m(BdwUEbRR>~el8d{$!8=$=h?Y>?3}P6t>O&WisYu0lJDdlgS?7>i zegsuBuy#tTD=2W(EE=HxD$^|WdpB8H3EevccK`x<8t9P6fWao<5Hjq#f~9>#*bZRu zsD5es^5r3v{#HnN+e*BVQV>b~1ob7T43fLOj-Y;0_P*w~;6|Dz>IeQp)~I_FfbrRbnEy6rz#k5P%B8#+HZ8~y$SC}7<@Fb zxOnqU5)?tk@G_7X`L&;h=M}*&RFiD13F(Gce076eMU*n=wh$`Vp_#=ZGh_gd;u^m4 zAv1i&7fR{vTQB4FaVD43L*N>1FK-ttJQ0(RQm7^>unbDQGlbLPw`OEE3~HtIz?X!?v9@=Qoa@wj7tsQP$pFwvfNh#-*Qml_UX zUnwwAfy5xUlW5xP03h`dv=CKq@Ln7QGA6y#Fn+xR#0lENRSCMW&<7c16JUZ&Q85JW zwM#e>wEGdBwxctxQ3FLh4t;?*0PS> zqbz!7W-eHx1`zN*;LrRO!UvlQ{geL~*8Iib0kSVN=fbRz1B|3{is{4~0p^n7C)8gF zfUyeo!y^EK=(As669+)p70XkBSKd$V^_?jzmJGUOo}l`746C{JnZunPJ|pl#swrMCi0juk(Nd@b z(c~v7E8jSJhfh@|F>4?Y#DzNKS}dOY-N}o#4!_dCUi4PJ05W(7u+qumAZ;Lfb=1Y= z6hi{tTx{W`fHATi{H0553esi;K^fo-iY;$7Zm_8qX? zB2SC!C?__7V(M*O3p+^}%rRSrH|eBAVU0w4G`F-Y4=V=OhkDYH*myFhL?|q$!D&|b zxcD1DF>;2;wFL}**c3p&+O${j^`?;VEB6`?D73eGr^tia0xLRu4C@5jnwTysSfE_A zLDr^$%Uk~Y3e9kyZGm9SdWlj=S=dIg-QWt4r3{r<@(t|Yvp;*@-`}N(6x{Rsw+|9q z_Hg@VPX(S}|Bn(8pIoz9Sh$_P077g)Ns0o?AJudOAiNpow^{HtxNk?Os3ON-x^Wa` zfpcJnBPx<35LO7Hh+pUCZWZ|MsE4hSa$)d{^udFh5X+c6AlhKCY{S#DTZDy%5;f?V z^eIeyZ@7VtWGT$9Sds6Y;Wto&7sS9zA~P%N!-R`VMGQg?xyIV-U!>7WfBxbHF`Ia% zw{yF0*xxbWNRs&RYpAW;;=pNAPmnk^Z`ve>xEQ$GDwG_k4n0O>H6%Qb#}ED@>Z>E` zgh0a!XTr&nU|q6n@R%YO(9B4`XubcP1b%X>Ac7FU`fMITAfu*wdX1^dnIr$rQm(y4&4h5=5QLO->Q>~f@foG1b? zY8m$3q2M?95aOUKnE==d-#gSSI0{Nd9q!8?9UZZ-?`}dlBkI@}g^l$XMLe&`3;LYI z>|uG*i7#|zMM70+MV(fG96@zd-X69S@WS>%vv(dJYN3kHWvpKlPgfFp7{Cf?UmQX2 zFjx^~a>86mM7oXvuQUmpK{F#cMk$6!(As+{IG0R3WKM=?QUGd|+1GsElBjx4VI#Sq zBG@JiU%lD~-b@Xo$4N`ekhm6G4);g!>lAHcBN`Y^kV-`JA0Vu<^=fNsw5dRbI=T!& z2-<}%un}!xm}@E^<5Gx+V3CRkr*%M~TNHF^km1jb;ff###;q2-+q?xEl=3?;lv<*m zc<;U2&`R5H?rKm%-Xz7qQy~EGL!JDypf;6}L-o^x!30hE$xx(Kz^sURTaNg65EyWZ znU4$CKioGJJmeA7Gs<}$%hV&}mwgD@qv`;d|9j`qpFgd*TXiF&aLyej4^cA)a``M@ zZF52uejj=n_Uu_#W@=Ric)KyeDA^Io!JlAaqB7Qve`Ih^;r zmd{(#?J);e{;TTzpzjj~FQ6QfrzQ%}Ex!)it7ATaTHB#k-W(L{l5*^i;mT!U;gNM} z^j≧fc?tU6u_M*ehDHTgmosTl`Y_Jy9!TLWT;dHMcF>QT^|$2tvP+$tAJ;mg1K=i!XG+`xNkprM;U zDZ0e;B_Gfw9Bya&Y8ej^)EFsBk1AUPVl zS*X|tkIU_>U}r2fse6+n8}h^=!v-W{Kk&Bxo0Rv{j)4)h{Nd}qNWkDZvuBqg?~^%} z7=v~|BAoz#ZY&(gx*y@8Q-gMyA}|wo&+vIP_1!-c96E=(09?tX4VyWsKPad?N}C-( z0bm6r+h=)!kca0t0tTj7m$6|gone+e9n6Kz3LS0IuA7{!itSH$zIPOtL1Bk&{#I-& zd_JhYfZ2R_2y8&Eqq+n^X#;py>)$unSFDIe)%XtF8(>s55WvLi$hf_tqC}TMehcU? zIYWaXZPd#0^z7IDMEnq_DZc=eLLmwsC^C$@{P{YQ#CG^-ZY3w8+$gN9tQ;kRv9qWA zGlEA1I3Iqb-eyynWTPd<{}_@#0|co$uuosrQOh>0f*b84!0CZPhVJCTL?nT>r~pRg zuERJb8jLUTqu`M+mKhOH6(c`Ao1Ch`C#*);b)wG0DR8L{y?zD&rHL8;HnvzCRuE|T zf%*Z0`bP@RmEXi>peh$0e)3Wh@%uIR+WnRi+z!e&O%S~5u)va+h1^b9xBgN6;4n=P zrQxktg^d92eMtoC4`Qx}0Aw!4x{E-6hbdli&Nj72d-(OdR!>I+DrzF7Q;gM2M=Gm_z~lsim5!_c}pWM^i=CZ{aPt3!~F*zu4X(+ALkQ zDh|kzQHHW$8UBuf{$3r3U81+W`+vSgJ+#B>+riby>sT!x0kJ9`A6`ksQ~vS}&D-bz zf~_hF)6tP!BB2V|fk1L;zLBtY<}S8ev8_mm&8DRw_fN#N)D&fej_@4A$8*q={ zlbHa~81ColRW4w_?zeK{wvIa^9KIZOXIl}9m2C>_LK5Ta*ROZjv?`&CNEM1|H5hv^ zMQa&~g7L%!jQ562M1eM?+K&um$j&@w52)DzUQT$6$r?j!0;!`WCZh{9PeVZgNnzr` z<^0&I=mkDjc!uw*U1?fZ!S6%I1xkZ{k#rY*GV4ho!AkcOnzqfY&)bm0{&~~tB#C$h zIp*AQPGk_NOK%3n_pB|e7w5)xSoHL!Eu^m+2UsXm92fa-{xf_f1U@rtA8>cbFlt8V z^G$MOIpxYOq2$rm(5i06r`}rj09pMpp zh!`-&jveu7Hn{G={xOO%*hbj@m7rwS+AgF6T?qr6e6s=iqEWh^I+b) z5E_8uLaLS<6a{u9GRH=u-e5E#-pPFd*O_2R`2WcSNeyGS*Gcz%y~Y&-QW_k)MrhR% zSo2Z%7L=4IQe4h)8B0NF-aCpoM*cB!!4dmMFR82)QSLzK<+Azml9e`!GGGe}cjwt9 z!<$J@A>M;T05Y?qh;MJq$(i)9A}XjNKyJMg4UN=gVr=kW{6_PtIEwH?S%7CKC-~ah zv^}YtAzr6atPyS&)SQBuY@2mJiDJ7DN{>ExWATj`61_~XVZCrbZ6@qX3xjYU=wt zEf-h`S&|k%^0*_YhsCLSvlhTbXco+XvnegYyY>k2pM)+Zb=9D8 z&I~R$QR`+evT{Is-d);(!t^2PXY%WG;5$lSjkm~Dc^tO+!+~%_Sq>!xdH9g|HA1Tw zV5_F=W4TCSi)tTa*eWbgidobVL?$=fY3lh-9m4hC6JrVGNRIzGK&X$JOQ?2ooQzqp zyDVL}@FDhJA<7Z5W!T+A(CZ*P049#=??mkN4W=)!9*#S2SRWzq-nD>~$^STV`ND3= zsXmK4dbj(^@sdS}f<|D8vtf;mMW5v(uz!UgJ^-s=wh7Qs+Z=*l5$b+-gH1bjsF9EY>b~jQw@^g14)k87 zX-$MPe1EjH@qucfHY3p2N`RLidKawP{SZ&Y2U7Z+t*tt=2%A5@4SGjG4aqa{X={B8 zj9dg6)XM|$g&QUd(k_>5IP?+gmpO79(4Tt|BI#WKix{x${3_wsNd_Yc(%nFAQo=%n zA;%n=4y)h^hy^}Bx@7`XNep@_II%z>)2O4sBxyX~aeTB_kwyn=(;q+JWdLT9Cn^=) z#VEz)DBh6NgGjaTQpYJTgIxK*T@>jm z&-Q&(3aDhS{SSkj>}kqLpl!vW$bP%uCIZHzM9 z6Q6|GXaJw#bP$v(TZU&LnNv`S+`tjtHORH8XOF!6KB~RP2_ypCm%8 z(pa=&FnNG5q1zpSg1n<75$GdN7(Fc>rEh!7gIxs~sLh40u`+0cv8E%DS&NY3Mnzr6 zGm&rtzGS1{Dw>LLFyUB4{wQ(ry1~~Mw5bL|L8BA*0;L}nRDh1(blGted=!p-rq5+> z1-VGXm_wie2T`?<54PrR!`k0+=SH?zN6nz1*?I;vFZM35dOtcl<6pjf$zc(a<@!U~ zdFHfft*CE+*^~V?Dy{*Y6phpapRd*Xc`j$huu7Fs{u;hdP6HjLjZY0z4g&vCwqvubSOC;b1zX70 zX7bz5W#94<5jqOH+YD%teum}$Aw+{^w$#0?V?J0Nfv024oQ%rF|Z`w>&fmd$QKh!5eJ$WCf;K>-}P z$GVy4LOmT@fEW$y*HjWnsC5?)l!{esGzhrk)_0L*%3KJSXc+dTSV# z3ZR-~@LvsCvB(^g1t3&f->hG)MJZHy02k3h0&k&$(B)gd3$t4`bIPnOPCW%1hky7g zezWKWPZd#^v3k|26f9@8wv~8E+tgi;D9ypbBqw}!Lc&ML>gN;|pYyP^_yEW<6fFa1 z_;erSdQtioCZ#89ez7tx0rM4ss{ps<$8+*SVE@$x-=_Ku{IfR*q&^>vtERe(Sy&QR zO_5s+yv|_mxx(^pH*}2mZ@1w>0{Auv5)_C<<>ji27A-Q>o$odc(PXZ%1mfL+X+B2a ziMH#X!o9go`?kRbU;nQv8{c13-eG@Jk1tT&J1j_qXZBtgJ}5Tn!FifwvIOoUC~BK2 zc|wCaYMB**UMMZA&2;@Y8&E34+Cs*lK=ghGS&);2vd*MWpm*jx&Tz6(g9Ii1gCZ-2 zev`1UaB2~eN(;UJ1tnIOkM5b`NRDfNHy~%&M8ny$nK2BSm>6s@s#F#5>21e5-L5c* z=vs$rg*v>Br9UAB3Qmc@7RsO)A1Zbn0?`dbTq+V&xb$#p9%o}Wy9$ZD4+j_oHin>1M$kHEXBPld zZ@xEIB8rp(n5wD9M4u+Hg{dZ``8d9zTApE8_V%55wm zpj}jYTYE>q$;mNEq5&_{j)YDb$QJMpix%5VN9Xyu2&i@+ifD&Hv{wdq(hp;1C0Y1RVyII)V-TqI#rDVzGA)AH{x z{Qhzgy*_bhX@?&(ms)geab8bWf7MZ;+JW{;g|%zfHdim#cQUxyLrdmO?uPie_Q8Ld z4-Fr*VA&&WY8@H@(1ksW7pw|{WPArl;IO8qCjXdJ(gWmz5KDNH_8&Na{(v9N&8H@N zxJi~EE)M9p4H2(>vn>t|sW5&251DICNl$A^|YA zIS7Vf9PD5iB<@i4SM-=>?nfnl=2PL*EH|!SR|4Zpx)(B~*82`XpP@z^Y@-GW2`-{Y za`Yg9Ck^Z(1hGQ+&8P%gW>H^7tBTJD zkoueIGML0(c{b6xN#Je@|6*m!VIGZvWJrgpP<;j0 zwBIBvONqzrZka9%I?NuU0n^&Wsh5Xd1qOs~61cl9_4yhyl^%%uJGUFY{CmUlzws~s zpMPSI{^92SuSes)Un>tPcslk0Wd$9PgF||xK!g*=PLe35IO2^N4ZG3V0@109Vc8-v z9Qg@$#R?R3>X>dy8f1sUVkG5unV{Y=;F3epfwZ5El<+>4$A?zX=^nr*6zWca0Q-#dcW=|iT1Bp(Q}`mRbW-G$G^2rU*=5gw~nt>R&jdX2J@ zT=vwPh4Sl2bR}Kt-AffC4m}2?bmHb2I?1PQQlqt9gM%!)sUn$A+v|;bHCiIsyBfX3tyk z9{|sJxgXL00-}69ofH(Ot-A3@(3AfJfrh`-pihvywRA2wd?%{F63ehqqM|l=YT_t_ zOC!%=HA2O;q@(E=llr2mutZ?1f=7{}EZ`zV=jNSI^2$)8kt3TZWJE7junmjVC&PrF zFBHmIf{{JAhN)^Pqnq=$`-0UD9Cjm z!i4Y%N@6~RDqGx~Kp2rMi^aW^gJTmov|wZ5dn!C`Vs(wl2&+P!4uWRe|4sfW*t`_) zce{#7n;3MRhy-y$oz|GAyo8@mzu=50@ZIy#z|-4DSiZyqo%e0s-``Swou}UuQ{!*3i&Qdx}3hvDaoj*Qg_b4bTQoxNTX<5QMx#t)}Ejk+q#7LQ@_R~Bk(6y6XV@ru9nTgdm;gj6F z1Z#FZy5Q(&1|&pcHH7^ztjKn#-h{8_EZxNITj00YmSTYY?C?*Uw3q;38+PqV^ZQ95 z{iVVc<-c2w{$u|~xCsk5zZ+!KC1(tsi^Kzi&0);HLcw2g`Ju|`rE&Ps7|bS4f?%Tf zBRm4Xr#X)Qpw>_7pH%rP((Q}*w896mr4V`%93yuwU%u?%h=X}Rr9S(YA@?U@3>{*E z`f}^z7L=c04G;e#5&UG6gNq33#PCoK?AWN5{yFr|<%U*Njz#yr3qh7@X+(9ReECvI zEM!@s<$(+ZJuwQk7I`31xrHM=wqwiFm_fz}{uhaB(Ohdk=1p1{F@$O4gSc60%~{kQWM8VRTgE4|=bAF&4`5 zwqV>?zVPN5k}}Amb@*wq8xgML9)Jf}4K0KAA%j*RMSsN64t}Y?t<4$^sqtxYvM&#v zf5zKRZ~VPjL4#!lOwZ)0CCL;jjY4!Feu6E`bY4IXojz1Neo^#!FBJr8Sl?{(@{6J; zc)6KdTIQ8US2K=`1ysMYu7s8ESo-g|2i_sKsGLxz?*d`W<_4$igH9WHo4@Y)&N|j` z#1M4gAG+~Zuy}({nl72uU|5Bdsd*68iY5*lA!|r)3P@vg zs7N;t;tUau_(gcJ)S(r^Zua)}TA3jLE{H4-;j6zJ2~rqIq^OpJbe8L~?wQj%w9(;H z1Z53$1g*Y#VBv1tB{MwSg z2`05f%Fg!wCtJ}PgT@YG%uuj(KkG&R3YaMp(|6Z-t=dE0*5+zpVAYIcc*ht2fJY^6 zTOenFOQTNG%+B$#L4EK}+K_Uso+TwGd-nE_Glzw5eQq%84G)hpSW3ucS@UUBP!^(% zB00;TkJtjv!{r`>V~8l`(3z?3%V_nzdtxj_!4`FVG@vkhIbdlVvS%AavMLbSBzqvW zn?m`8z4l0$84bJKirsD%ICa$B;LY7%=%>Mcj@Tzn_o2s=t9OakC-?WYZuE_R*HZdl z7a{-Wrx>&U&4TTJeyj@4vKm3zg-MwmeR6`mPB;t}wLFo~D89h(Q~(&3Jvl)WTMFXg zb~xIcH}UYi8O0H8cO4pVt^)O@eFzpmN{1Oi6r|V zIXVs)lIsnpt06c?BS@N|BE;!d7qihrz9WJ1r<6MzH#Unu7-N{aBf-UDWsWm>$W#Qf zg0RU4i%vLYaJT||*c;;uY5D!0s0p`ay+MZ|IpeexBBCKeK7vIc8mpNOPeiw{0HY8s z#CgIXYbt>4zIW~t6FUZI-aH6;lTZIIN~Y*6>zl^L#?daEXF=eKTp*-{;5;!oChVno z!n6wpGJ(R)&?m*G4^@DLC3%ueUbT8P$a+4I$yH*U8h!VCOi<`~S!w)mz?l+iC_{z_ z&Z)(siJ8S-{p25(#h|2MGoqRrKOj{VS?EOY#Gh_MI>rgN-aTLlj19lXKhaiS1zwS< z5yf2$9VAIcUFa@L+1VeXibp6mMM)EgVt39m{&4F3BcBu0e44PT2#NrSnQY6Ykmy3m zvJZmjHh?76gvc#?u)8tCsfb30ff}{_LE$2cF#!LavMj7cdyaRkBvWFRKJY-wyoMegu$!s|n3~=-0qe%48|hftVpp1yl^A zIK;O*k&%(GR3yM~8(Fw>UE5@ilv5@`0~S0R9QI6}MpTU&Fa_g~z1fU17~RP!>kPdR zr-J#Bksi8C2OX%Etca6XZmtp6A&vo(CE)brQBH7c38&45d``!+p;HjYbxC8Sm9dm< zA&;pwp5h5A*v7U#-c!!|U&(;swtEm+FQN-Lq>7iP;Hv3O7*W)yuz@dHj&LHj581%s z{LL53!E~bry$#FPAKR;SY&~kk0X&S2{@8AVtV<{{KA2Wbl zs=4c7r-pjq&qD`*>AW}}pP-k;pSz8k<)~YWN^7MMcLNh3B{+g?GGDC&cT`sX`*I&~ zwz$&Eq83OEC<{rc;DO7F8tSpj0(hJUYK##V0?=}{73x3iI}DW0)!5c+EJKh1NsnHq1vfp&!Jdah%(D4~V((iSjeS&)jPJT^lRhgwZ~1`?G#k};jFLnrK( zNQ@k!6BZzglBCm#{(hX0dK(6=$x`O zV;x`mOrH6l!8}UkzY*tdQw7YV24lQb0cRhR4~KKtc;n7NxLeS;Pzs;YlFx`);@I6M zJy(|Uk`7Mv(fMDWqfrD$eA@XX8ns?C8=bbG^1y%t2Wn}8B7ox+&DBlu?|_*#(2~v^ zb{fFZ&||5N{btDCizUkVCWF2TDA}+dU0s5Z#OdhU%^Gn^FrMu^^LZ2Y0`+9VuoVmj zfUF7BMMcRRHSGsyG=WH?g`y0|gjd`-{~D@9LRNrcqzsZUv^AKk4E?mupb_YBU}~I) z%%;GETL7)I$LklcTCH=#ZF5UgvnLRO1{|Vv!UWD>A*Z5K?jOj>B$1Q78_qvENr{{? z{Wy~5^IH_yTZ)-v*2i4X;W$*`YK!{)|znS~JUfBicRTHCf|<0J3D)l_F6dqE1_U-xiK0vf-0Q4Fw9dUXt1&YXAFqW{1^Z2YhUOj57`1 zn%KdlNaq#doFp6Jv@Oo-@xhMLT4_ND}^FEn)A4G0K`wA%fej%serR z-8cs~s;8&doiGB#N4-AO{ze{&ww1S8&(0=g@OKazTIsl594DsVBVGw7)0N@^=UU0_QV$(;3&`-D2&# zzX{b+YYADr&}jPInbRJaJ{8TFr~%}WRH?gq^7k>ol1g+9k0~T*QKvso(7EYjR_7nQ zPzpEcHj#+xkoG2)SBhCBKRJq^05wL31!c&2N?i>@{y#7zq*rump-#NN|1uiTpRo; zdm1g`;aJC1q%*_8Ahm&0h*5fU>G@$a2+=-D8#g?lCIXZme zsy8@IGmHVK+Y8KLICeFnRTO3C$Kq6|TdR{--HZhV#SfPc46oy5R~OuvT+4DyG>!67 zE6VV2JBk^dq!U+RMyC9NgVPV9Zm0s$0?Upl9KP+~8ks!EFg3Nc@=OpRp zz^}6fw(_Usn(SE2^x96}{+}^r{o~@O{PfS$Ep6Xi+E~M zQ5^LTApM_$0cX$ia2ly0#16rQ=)NO{0}mv%<9><&cM`(ANw*6&7#+fgrUdHS3yiG$ zyFPCEyFT7KwI>rMA_fzdg1kPo^U&?UEk_v`o`w~clK+~FULop+ZZKE|THyvFf#yT` z*w`2uCoCGXb;$~jz4{P26{}yYI2%WD^HW!L5zh4CyidcOsUrNDSE~dEh5b_sJ$lFz zZAOzyD1OC92t^pUDq~?7N*bWURsTr|^;$>)J^TsVN-1I^vEs}iK^7tiWLls*Tgh=GPpoQu&oH(&_3l@c&q4o4sDr#rJMI6LUp z2V#PbWk7{-6qMnl0T~SY8VRRO42pjsA|3-0w8PIuztIK_X#RiMF4oc`-^D=nWXZi3Df-l&ne-i#>7#vbjoldjs?wseh4v;&XtF$?H#Pa)N6p@ z{Lrh2o?(!n_eO$oqU*9}(;&MWqB#Rtu^mUy;C!bYIXELEor*>b&zt9mfG%xuwk-8M zft#*?L^XL(^(anIpkw~b${*hZ;0}uEpUUFHi7o0Qk43qqK@msL<3p8TDL!G5gXl>Z zh^j{Hf$&IU8avam$MN{V-(IiM7)l;|$w`(Tk3Q1afviUs==k26_h3F;ttZ}~M9ZIkPf z*xi5?o=D+PvYzhl8_9=}&QM8`BOP0bLB~*6;*3)I?H~SFDXFMvxhpAuhd%}FZH8ls zpdlJ(c9K^KH)RcJ1?3AW2FL=usYTORUh>me6vArEgA?Zn^*5YHg09AnqJvv{Q$X@i z*D-A^vw+zwZtDN5w=4grGJpGL(lk>;%^-VGQK`wkW^3$Q3dcH@tjQA6DG8^kNn;{9 z6{;zfJ=-H&i7@t5#!^BwIp2{bMYIt4zArP+^Ln1|AMpGz^GXZ%{W<3~@8yfEgBgP$Hi2Q7D%qnzY;xhGQY97gddTOg&H7 zmSC?Zb{)lctYR<-BXW3B3I-*#;^QV`+&hF`W;pgU5(VL`s<9y12RaB!9>SEN$4j>r z1KlL*hlrT+ooJyDqncuqv2nYG(NW0bA0y$?u{;>S4b=uvb>^UcCqjrKFUjKQ$>P~z zLzSHT1t5v!kHm&O3STU}54ij4kUNmXQ6WBgW-}6{qoIz|wli5{;TJ-{B%TJMP#U(g zarwliHk42@3Hm8nXL*LSP}-g^7;an0_6?qd2q=`HIZ)g~kRIXjwG${e3i$;Pt6`QoTKzRlBIs20;Wb`XHYbiDnR}T7rKo(v}>1XnvOU7qS&Sok13}(2NTfu3_*~ zmtmH8xPG=oZe5F<<x6Cejz{WMffKbKy7dMz{>J5^5XH6!gF9^oS2vh?^}v33p5AC z6AcEE;#C&aCPEAjnI~_SeNjs!Il72zXCyRl0P8U0faM1cL%IB?%4+9A0$(^_kFh`Mgd87 z#72|$5FfZo#Izp)$aqOP>EMS5Fjh?Zk%F-t3i5#5HTHZ!90Uo!u~XQ6G>@;idnBt92V$rwbI5!`rn zG`WTNNe#WaxJo_fQP84y1BxLCF@I;vZhnE;tE;lwB2- ztPAq4=Z4{dtq6H>9KZ^>d||JCETKy`53a=ddoJpIoT=F$JwxCBh-5d>7>{-bb93{M z2y)a>mqu?Uz_xsBTLB;ghLok7pDGPbE;rn8%sYgRO;n(syrqsX3^=%0@vAw+!)dmVE-cbbq@9hI^H0HM^G!qp@3m_#R@a= zhS*_sS;K$)fCaNGsyHV$>!#wnFhxc}pb9t(HsucZJ-Ml+y0&B4SZj9Erim?oel#>j zpop0?E4$(6xTC3JoVPw21*iN8OoXJ8lTI-i&^0MN*P6sH$$ualp{H-7?>?O}k6!D3$b3D~u~y}Z&uE{x*J$m)W8z5VUc zIP?j+rfFX2HTR}eq)B!(_9P^m7;EeP^aL*w+3)%tB z)s@e~ky$|;fKY3L`s;Zd&MdgCrm8^2}?S2cP%SO#(gW##BQ}PP~}K zhCd5zIETE{NWJ&&_Rp`#=wh3S=WW^`nOf6&hASY?v!vOAwqcr5rV7hEN}X&-*2xNV zgqi!Xv1$Q`iP!iP`YmdzXXcRuM&q%7@ogA5>&U+adqzgqs>d`(tTmWtSk(Gyq|tvxt0y_{?pJErjSOBvYD~vrLNL z8}uedbc{_p`J3g`?>Daq$r~#YR$s!uxoU0d4o^hT@uQ%%1|8ser5u=#Nau~FssszX z8MgDnR-SFo5I+4QNxG1l-UVw4P3$6z5#X7JQCJKns!z&4!+$3Y8KqI z*I0+=ZGYD$x+tG62FE&~?dP?Z`J48dzxZf*37GH3WA(7dNa>2c`{vB~+wz(t%iTlr z5*VJYqVJxb*U;_MH(n|A%$jub{{w6eWvrCK)muY{OmZH)Zhk0^7hNfg3G<`-c$#sj z60%5C18_&Oimqd`7o_7Sh~JU&sVu3Rz}ngZnp4o*y%&WW3B)L7AG>a5C~NsS>);#b zl-|daImJ{*-iJYcK{C*Nx53!avJfR07;1qrB|-{Ttx~UE1t<6PwA?}o|LV0L!nSwZ zEtz}9NxNTe*8yLw)7#L-H4SOa*H6$QghV>K|EsPU#go}1wd-2NAL)!=()}wLBa7D<&vl62jqWT5OY6NP~1^* z+`%FP5QwIWYbSoavMGxd8oBEub?nJVMqhku9w5X21I=>`cSt51EY{TTts3NZciH{Nzc5#x}vOK0J zw4hTS64|Ros0laER0U3s9@vX5xh*|~RdCDH_&*U2kiC z>krFzFn)+R_rF^Ijk(W(9A$%9+YW~&W>823Tt>r4Y1TAd=eJciE71f3(%u650Lg7B z@f2I~IXm&hwJuc=b|`SmXuu9>_~^U9_jx2buqgv^2PTqH=U=gqUv`(a1v$)RU8Va` z>WLa^F(y(TX~ZaMg~r|?qMZ<3Nc0D~V_LGdga&>=!F0Si&B*ho5)${xan(zdkl+4Z zdIV$$Wf}nVq&PInodu-Mk;c}r?h$tiww_(~K>)7_(E?ms0H}HN%He_7_8}CiD-b1w zq*feX0xuh^I(1=g(~}wKW}pKpq7wpfN$#n8piXABp76}|KZOFDu+R-fQ-U8PlnVeItsGPX_{M!LY?w1AvC*& z!&fFi{8+kqa}oGfO=1oS;-)waEFzsZx5~?tr2%d?YUo0-EJYrYPoFmB-otS%3uqs@ zu_VxQh^ZAzBb*%{p~{{b2Jxm(qOrDglAtHC1u972F&C2zDVLPSf`wfM6hieki3zAF zQXdF60KhV&5OeT%sKg-w6ayrrfHn#3)NuQTG_(gXpt?QqkwdB8|FoK2O+)KojxgXf z1ONw_EC|E@V<5ST8xdCvQ~)L5jc4?+b`V-93Zwr{OzcwnI8Vn3fb!yimm+Q??ZXHv zqOpX_FgP`-9WQnr{PGmQ50c)G{9~9vhzHapjvI!~X!1Q`t~C}T^)uTpDmR6&SgPQ6 zyssiCmRSdN(cC946sPJKFY90Qj8g3(tNZI@-xujIKT90NQYgdlK5qC9l3J%UG%fOh zhcUa83;m~(#F{mHxHX!F)(D`4uP%I+{bH)=C7yoncp+L|WAqiCmb;pZx+Sa+2wBf-Qp93YBjSsqvw_nw z!IqKnbILsim6BuT=gh>lV_%xV| z+0op>!9X@Tw|w_%HymBz9?wAtQqN1dtbl0mEASFpLY_kC`(Y~IHZqbSjO`I$I&;cA z2tB|)&`{Sw?giX2jn^1b!(x;>7QnGc-wKQ?r^HQ4)9v6ZLch@TlT-wMUkbn(DIEaq z#TK`L00M*Z@nlmLW_`o%Oo>s~u1OJbk7rSNL9z#=J4IG;N&sizZjt7!Zq|1((M!I7 zLWRywPixgugH!@zq-yK&WDul35RG1)a6Jd4LI&`0{dk z&@ba3<6!lPYmW0gU}hQ78Dc=NToZ08pBOw2xQ_- z)YGHr#O-jAR0?i$tzd%WBS3|=ZrE1MICwwtW9i(L4%(}Krs{UDp=9+xWdb+o1f0gl zd4tf|V#U-`LsQTz0NHs!h`|UDdZc6RhI-&(t4|BZhzJ*yJD%g^IM#*crHupkdIF38 zz{{67fRCPddFnM#N@XF+mxPIwqU9A-{dZ7VOC(=~;HOZ)YO*~~pJpSWZ|D#}Sjwjv z)Yb(<@-XWBX6yCVeUo#cesc@rf23Zyny7ZHv~u|A>0f{4NE0UvAkiM+1Z5;(gqQS_ z%eN(UBeR1S+_gRk@Y@NW3Z1K;3&?Edv}Cr62^)+^|FUzNbp17>pO|;A?UW1fV18?O zcf}In@%8KX`Ps@FsV)71b0<6V+Kmcp%^N)JUF*L#moYUTKO+1h>WXh>!9AA6$LN}q zrzBrKa?-AwdtLPs=@#vs2{w1cL_`#T_iYZpdDc|=0ilsYVK~s=Yb*D=EA>T2>kXwZ zV<&ys#b)d&dplD(GB&0>a#dv#Is3 zDNwAwXuCwF#(j_5o;6J$mKz3s9;djVvs~7J`z~T!tLoV0=%lI;jlfE`;Fe4HL!pP= z{ry3@QM2ASOYIcgwmAHC;A2{(TXl4Qw2%MBU;&L5w>y_|=3?qRxRc@0jwh;lcI{Bu zi=OTg)6VWbaqx+Q!~p3fJC07tO8}p8WXn_7T8?IfaGtnuqP|>}s{G zRMpilLlTez@p!KnaI=lyex2g2q8Sku(DRIx7Ycu@2Gdx zh$?{c%hts_b6fOUuRedH4(&y%wQhM(pD*$|oas(u4S%nUo(Hi#)mYH#TkL!AU`e2^ zS5b=2E*7hl%i6wp=MF7%(bZ-f&l#yg5cb=<0mZqEZ0|9x3B8?GR*NYe%>wAkNpAi&mob=e(<*F(w ze&EIkKA4@IW!l=NflqcST>Vj88?&k03LQw@E0^2}EL(8JNo1wZ9Irr>(W*ata zAPqM$%lLZh6)QTWNz13x1iF7UehefOKE+NMHnKC3x~#*8wcJ)sY}IUW+kPdf?WL`Q zL-K(;ztIf3gr+nA{|a<{SjMi-PVR6oG7s!*ZO=J7I}>U|*0&aK8x-${;(eUXSXGa{ zd6Vqp)LX&ICEE36*steak-TY)8T)F+Gq_{ZAb62lCb^6SUD}(7@>(28XzZsz4NQ7P3HrPjDW389Lm-~8>@*#!kwuCA^|sz7_J6-2t4n}6XR$vX2Q zKRbIjz63fs?iDWclFt;1hn7gI1&`@hJ<6peCHSYC`D3YUGcpN(j+phGJ9obQG=DQc z|BAKpmvbwvZY7&%2qrYCB79O+O>Gnug%Q%5CGB_aj7QGn8uw2oO%vvi#1rwvE2Va7 zwhW-MC4mx_9M3nUARDQI$+7uf=-l%+lru-M7)@g*wT8@m+-gXidCWadM~WH~7lTDN gXN{`L|MQnq@)p^79>%+44Cyk=jI0a`^!FV9H=<4@f&c&j literal 0 HcmV?d00001 diff --git a/times-by-size-and-function-ristretto255-all-shares.png b/times-by-size-and-function-ristretto255-all-shares.png new file mode 100644 index 0000000000000000000000000000000000000000..652fa8fe1b579dec108954c77ff614a46bcc087f GIT binary patch literal 36810 zcmeFa2~>`I+dh1owr#cz5h}Kbq^L-98_}(Z=Au$clSBgz8nz))l)I8jMWvAvrMcJ% zP0}o>(4aZZbA89z-p}xU@AE$2yS{Jz-?hHA-nE|n*tomy>-t^i?>vw5IF9qT-HskP zxM=>G`3weQ5mRoz5`!^oJ%ce*Ao%9x2?UYh=&`0ZsCLqUJm!2Egh zj(vY06ctxywWJ=tZ zFDLyKHU~*M?5-Fc5-bQ5i5I)rHU8Sts5n?P?7*$YuU|LdvomJ>Br%k=sk!pW@in;Y z-o1OjJ#i?x?dj81e0ARP;8qFweAh*5h3)%WzL$1!IgdYlb!Bes-fQzMFJAP!e*Jok zN_1#<_LP)PbxQH(hwA(HUzM$HtBB>%h;y14-P+aOz;fW<6mIqXz2$`qN0PEMl=s$i z1%L0kUT)-F$??+NusB$fty_9>_*Cb|gnjrmEVuVtu6sdovEszoQ1a=aAFLe<_dPkD ztoHSfYe^S6wM0clqvh`Wx-~BTSlEG2&y74UUAm-{;AhJks&i1x9`AK;E)Ef}u;><^ z7`LcRd$jY^8#(*o+}>jXpL*_;PWbQ8yR73pVYADkPNHHgQ7`AGiEig9`5jj!%+im) zI8!n@&|Z;n>Y(aljblUI^;Nx11p{x^S{N7J+qp*6(jdc}jZfo2sI0pdU%}n&$1^NP z`o34OHp%ndO-)aaj0%~jnPlpFLR(w;NtVaAFi)wQLla-^IGyDjXD~zbn}Hp{n=y9An`;jp6Dx(2wp1z*uuCBP!NAhNGJlLBB=Q+N2)ieI% z>b!h!9?x~_)-`r_$0N97><8M|oHuxmY4T~Oscbyp;T0brk3dpQzhE9DVJE2L%(5DP zv*`L*XL5c2XnXuNv&zTKQ(jY}?E*>WHELN|S%`Yh^hc|IifHivkBS9&)uRww`N_CT!{XQJi(_%(epFLnpJE@c1J z!otEZk0l$QH5%hIF;K-l*3)8iVYJ`G{Buf)gmqI#_4BP_%^}vD%+e&YDq-Uf>zj&0 zbO#3qdwYA8a$FbLe0x0)Ij3^`+9hn8=E>KK9GQ<5`@R>e`wJR2e)+O~$&w{W#wB~- zdU7RiS$=WxeJMw+MQeBaJb(Ute0-d)m;3s)h7T_BBHw50Mub;tN=lS*N$47>OT){h zi?6;Ou*2?a`;-(bAt~vL*MQG+r%2CT!l}~m=2lZv()GiR zbs5pu7OV=84oT@-AN?YnXDY7cbL#WSq3kLD8oPd5xftzMy&LA0kNuyWF5;a#cdqaD z<7x=Z#9_W?NS7y<+Bf;CTenwk*G{$EBpcH6{HB{*$;X6KNEACo_w3n%+<~uiz0h4} z&fhn@^l?hx$)0byYxbObkdc|$)Y1}VS`m{wHnEmR^le>j`bCP2mD{z-$DL36@oRsZ z=qg5XUL$h$vF|qZm=md%*w;IBMaS`$RHBtOrKYC(7w5)lrw1fE23U>tbT3g9Tm0*< zzxKZu@7|&wcjDRe=gL`^MublnuCC2?mX79{5xjBc&!s^&?Uk*u@mZy>-Iga=w<>98 zJ89oqv#a#MZ&&)U!4N{4qrC+JHXR>#CYe?oa@D(+tes(-&{p|mo4UIC_7f>b>z&4) zNJvPi#Op}93!LW=zfg|MzRR*v&b<1WtghpLuW41>lc~uu0ZqpuvWZ*OyyAq30QFLv|1_~n;h9xmn(Ybg?`FaMNe zR`KAsS%?J%_f-N%)VP+%K1X1-)n%sRR>PDY9f~%qid!Ro;W6q_#D;yY#<@3F(su1@ zE^2UmsPH~Zeu==fWV5Oxx$di~lIxvfkxN^V(d|2vs;u#p?xS6GnXwUv17l7X1!z4# zeQQKI_UctvSNiSEn>R}{?D`V1P84p)n_5|yQn{lYhPt#;Egx}5ThwP!wNZPbSvFp*D-7Ch*fjp9qwIc zJ|3OBc-@D_Jntl%cD15l$>UA=z7F3e?@KzU$=+O1(%)K^WY>2ZS7Cnr`ZY!)LI3j5 zgmrhF_KO!UMwE`e_(a61N_5-FY$E~_q z8G{|w8<7B1qm^WlADBH$BOC7@tcusILLkKmWDW1tPO~mqB0c^<)T%k^+}A(mFInQ} z>FFuzb+Ns&=yQmt)aaIy3s){*E`M@d#COZFy(nqr9_&KaEgv?_nLWFuJX)E}u)8)r zlHLNooZdp(h0Yj7=?N9@&4&g3G+&(YM>2eb{bEuPqpFo@pH%12Em@mkR~8zF7bI1Y zX``Kf!S~6NCv4lb!YSPFoIUxUGwhUY+R96i$Op2gCKQh+pRK^k_=;aVOL1SC^ELVQ z?c1gwpFSMv8yW8_4*95N>7;(CzvQ4ja$HfTguMiJMOU6T&&t)SqY%Jt&x@tXP_k7s zY|q;M6jXNCn-^=_>b6|9&kqxAMSU^E@Orj_P(8JZgp-Y&;; zRN!sRnKLK)peJW^sg%-7MsV1XATf57L$|mBRH|G-rfYI?^7)20i~61cT&`t#;Hqm9 z5)zu5$|4m-xY@5S<`7(%v*T=ChKa4M?P^40LR24+;sGRm4|N^8+>FBN>gv@yPQFy` zE{-}DwvhS8p*zzk;Zh!JlPmWrB+F()yl){?B(q~(wHNDmq5R!yuZriXK7#Coj|*gv z>nCK`_Ix{l@?6-xicjODoZ$QWqNk3XMM}Xn@c%t+pR=8_?W&!pCX5W;->*JrZ7n=G zIcCw<`}FCKeXO2pqY%k~tPpAEx~B;VJ4XjQ@m)v|^lT+*HfDX#=&4yAST&vzyVubt zQlEWoYBKB@L0YZfqWLWR&Ng-azMk{Vh3vRk9#4ow!h5XV+c8neuAbr%go`VHR!PL+ zweFVKJv+JC>5&B7$25h{eEbmFft+L}Cx|U}YW15kj_mW&?sqmG)bas}cV5JNgK!N= zsaLd|nsh`RTkGoW?G5z0u&+0zI8;4ehpmZ6G5Cy};2$|Ti*j~&G`#iXvCFV-D{pmk ze1}(55_N2&yWv(*s?4`I#4EiF&eW#uD#=2uOJi}$qmK1dO4dcjs>iRvM(A;B{$3m+ z($U#@3otU!FE?lwC41Rwq}DaaDm$~g%OX9$c69|CPkmdl<><>TM<2XgUXVL5@+7&= z{@Y|neRjQrcQQPxO#U?qjj_?XLW^ z$OA}iHSm+XwQlqKATzmVdj|0wyU%_$_E^31kKwP^xja66IC=_M=>VYALLMHTjeLBC zp&d7V+2~O$J@t9G=PlPQg!o#=(f*xh&YbZ85L>f^Q$jA$9Lo`(J^9JYpfE^WB+t^W zw=v=4P)gr}OC!B(Q@TjNl~0qBcBNhHKC5&0^C^qg(nnYk6c4s0JiL*dpw!g3mHQ+G z%pSYmaM|ju$`PwstntE-=Fdl3#`fvIeI?$VacYma_*(Q}@=q19O%5k2+B&7oylfqL z;MN*TOH09Q0ky~X!mppQTe~cpChE{Ce zViS87-7WfwbV|+m8725^eHMqsgtKdTuyZLYcclBGk zOGKD5&~74X`hKG@amP{X%lnjQoDTUih-=S1LBV z<#JYeqLtM6{ku^@23l3%eYFgx^0zaeQ;uai3{@gA$7MN=X+4fbO~?I2;-6Sls5V6V zg|5$Az4KOdpB_MVY(?Ty1;#3Ws<*G`zNqqYo+ITbZQ;AjD!HqNZmku`$1B&rQCenP zpOu+A<%dY61|@gum{RZUOyIS=+FEVOox`H^`s(WHdYq1+6j1ZK{VsK-r8#|5XrwCY zou`6ACl0ycXQB~-y#oVDEza0w+>#m37PoJ7Szp`pr7IGu3>q z=kO2;c74seJhc}uUR;SN@ZL3k=#cG!l@1PL2HIJQg$*GO`+rznDm5C5;^}nwT>MZ! z_hygNVxS|>q1>(L2lE2Fz5o~sF5LJ^Z_oL!TT}P7a01`#AVdO)q>B6Z*?xRClBWFF zP`9FWV9EtcbiEeZdkeycrHfMnwHlm)710UVjX&SvukZ<+2QC+hsvV21-izKk+i9Y3 zpW(8yEJuf;fL-!{pHpJc*pp?n#^+>&}jxbW8w7OFC1nL?8u}0n5hw5?Zr? zw%B-6^wWxbYef`#n1)j$-?`Ab@G3|6I39Kw&u~9}mvyQeZ8ktsKu1T%w~6}z{`mi8 zqlGB*F{s6Xvy6~0Rh}6zw`->f%Z?2R<4r&2avI*CQ{T{)TewBJAlvxfoCN|N=-lL4 zr{CZAZ+X1&yzb)XM#XWhWszp1{jFlolNpt9+OZG!UFQ`P6f6mh=UNG5eqYoopuRra zS$Aq;C?wY}NWot)`eJt-8nKj!BSA69$|sOR>?2xFa;+NTdfOnfP^wrrO7YWBN=OcB zTD*i^uS7ytZUyJgTVXV{Xa&2qKb9Elk*8WiGc3q zb|+L+e2_dN(e{}jl{PmaH*L+DA<`vusKb^S{r!BQgS~x#MZ}Rs=f{FSCIqk=R9MKJ zpco_%_uTA8?T3aXX zIUOAF=NkqT8dS*^*lkhw7}tqKq-Z7RUmIDnGf!{z8|7=)czg%?`^(Y4tysG@Fmx&F z16LV6)QZW5%>i;9QwLV9TID|E#-WUeRepZDXvOm7VaPhXTeirdR;VLNRxVxoSpQYK4cr=D`gxqP{H?9ri>;Gf#jj`j`>DgN;N;JhW(>bqKql%q=I z5srz$8jC#B_8z-h;Kbw9AlCKGKrQ4K7Zi-$R@?k6OviLs_OR09cRnqvvJ=hgv<+ao_MTGQewJ$Yj&BlMu8(>0#0$Wd5*4-viB=<u`~YoN3remSh)SV~Az{#?pbx^RvFPgRVtZRrrt{D-pnfIOandd6IB1fI;Res1 z&1J*5VImRSA7mRAuz?pmLBxkzybeeA3AucKAtNfjJZ5RNDeNi1DldM!@>81C_uH4R zT=A~;Jcu1vu7CM1N`}c$S8dOv=b_su4eh9uW$5UZjk8O3a#i5@Ri9|>>buo-{<)Q8 zduq_f^B+>qpW+a;+&^dj3c06Kv%L~utz4S1<9<-kE~{n*0u1QtOOUkqk#UF&8wErh zz;-hRc0{MDL?s3(4ith4KR-Vjf{@+jpTa3jW1oOR$OnF)JW~>OaG>NMS2Xr*PuIM2 z7cWxre^mY4Xq#fNM9-T~Qn5EzZi@k%x<P4ntH-?Pqb!c-+jXHs zOC!Qee*8Fa#PNf-*OmBeRSs@tmnm+z$F<|6%UuE8 zI3Nbf8`DhB*r53}5CbUbMC%aU$D_#kMDzIp}M4%A-&5tH-EprS|1G*@`<%bfc|f%JlBaTadL8MJu`5tjMt4vkt`@GI$W9)oe7l14`hxTm#Fip zz%~-$dJZa24R2mG&DsRyZ5uLifP~#MY$7R8^L@L4Aj*e(8Y)6%7tlRk?D|Z&Y@o?c zm&g;v@$3i4;Y1VL4|YVOSB}Bs-@J9J0!>>eP(U=g0p?jQcJ^pA?NNZwM7N*|1ReN5 zFUNILs`lPbFU(^>P)FgnZ9u)$pjLnSL;&;!}9J0;$Q}(5=XLg^19bi}j912@=A><;LYvcTlkOK7RVN25g7$nq8&_{1?B! z=LiEMcmPerBG6c{VY36TMxR;+Y*3 z-Pn+KZ_jysmW?#s@d3AGo4##VY!Mm*KjZ=6xdy@P8W|Z`l5C-S3gq&<_doj_4VqUZ zY_Ph=nN2ah8y(zk)AA_2l(e)pU|kPjBY9NmI@f-DVIG(}$$jAx_i1z~2T)8FAz9P? zMWK)F$yp+;;bRw|`4pAgboNg_tw9}dSkjE&`$GpGy81UM=Nmkb z)!DI==}B(^X0oGz@6<{(*5mj4cz#XQTOfB0KIhUNv(-~W&xcVT_+DgQ8hKWdYGo7# zwwBu0uN@s{eE79L4fmHR-U6cI84*2^VOwHc5#xIYh#)67H#Z81`aGx;+vgpx9oazY zKmRE8(BD*FU*7|%mR(0j#}%9DSgNJrDJVrfZ3+tdZ=0WU_RR}Ah@N=Y=uo#shCf#GCUA=>^w*A@9?X}Y8;C@A({gWt-m?`_37>rKrIgt@oVu+t^jT&$Tqe@UECKI zzn<`D;5(7>0RicXhJ10(`}gmE3=HhjNGOd#>cv8O8GQu8>Tn?^!t5MN} zpjGK3Q@%mFNag7kw68VY8GX0UqX~7Nie(Zx34%)j=XKDiVwLXpevPASy}nx$B!MVdiI zDxN#-*aV`{u>)KURpi7*sU`G&VX|30GRTnQaU?OnA7j_Yg1yNEC)`NvK*Ku5MarP zU7R|5(RLq|kzstDC6jiLF(cU9#f3p)2wJyF>z%pU8M*=71A*lj|S0Ott z54yR^HrRfsE2zUHYsUKRJ7+I|F6>gVW03&q#IYM(=$EH!X8ugS#(v%0zyI}{H*JVX z%k$@%B{@a-QUXSKw1_Y3c05E|Su{_z4}$DzbQ7xc|t_ zl`YL#Qdv>4>z2bT{AKtO?DpQiJ|SmaC#~6D`(H0ghpM*81%JixWVV{m|9o{Z{`Eg8 z)hTlu*(Gg%$l#63x1VLmZAP6m1hw`geFo#DygP%n*Hw>d7qK_(aSYo-KvcbhgU#&H z_|6$K<>u#JTLPqlg}NpnDD%_F)vgfj9=&@f$7FeWDy|v&nc)>Yd(Ipakerm;sS>w- zo#H^HEb-HIibh6*Qg~>zerhsu*``CUYwC6^B-$HXW+_OXa?rlqHN?UnxxZ%vG)R)& zO2e7FNV};D`t<@pu#eGhO!*J)+Ww1-(ihN<%|8(BFA}>JyF`9zY1zWO>EYqy=eH^+ zfx%#fJB|&ug6dE~V%vTfNJz6R;;=H5)cLFUAEV+&V{?gtG|%{cQXxc2vf9~a@uEel zXwp;@^kspcb;0T$MaHB^gc{9cfsxz(qB`Y#7}9qHm|e-7;0Q^q%In&`J1A+wUGrRg zZirt5?TwIPw4iXdf$0GW7K?B5_gm}wklHXv2BskYxlI6$^Y3iDo;A|EHnZ=&c=I!g zTJS0nxbIEv^T+V7e02g4Gm#v{&V6wKkIu`)>v*vR&BL0CsAK!UUn=%wMa(U{Jg{)} zg*gTa_tP0J2cZlf2XItE=GuNYMAYg4#Fv=k$#Hi6AT6=Z5$Ki!{qSJ&_(U19(9yExaTHcx9-*fdq!t4pR5!y0mt=*n6SdUfE5;+d z4-z+WngV~nb;pjQ)Q=zIT9`v%kJ{cCgFM!}yP7HI9s<)8s_P31;)=yvKvOlZttega zr;C9{GXmh6S+~xQ)8MMqOom__sm0DylUh)!pr0<=J~ZrWm9wL;fZA6;!XE#u1t3xn z0vVQKV=dn<2_3F|Uy%r5 z-9_wz+`bOO&T5Y}9!|j?AZGjH0qPOhp-5iUm?#KAyy|hEt;|Gr%|SQ#(q%?ZgiakG z_{iym{$C{|PJpKO<%WEzHqzTvhFAnWP;C?=vS*J5w39pB)CZ%+^PWg~3Pce;IWY!Y z)~T7k7@1<-o^vvH?%atv`tY({H982?O=%M_q6o+E@ayV(IWyxo3JR89Qf&lfRSxQ6 z>&1%~-P4XInLeu0aX5@T$Q*o#8`Mg_@Wg4fl?Om_+bcl=Z-9SE;7C?<7>?$w^z!?t zuIu;+pxPK0FWzjGJrT}N86%S{mjq?yX$-D=|k+U4^jCeZA2K1RwCJ~ zhkxinq4w9EoSdX>0D99$+S$p@!NCkEz1f^3I`F{Q%@~Q(Piae<=*N7U+i! zd>mA#Z&+9ubmsDSU1^9)$}C~LabI3lULEa~yec1nE|;G%!bh81+iA&1NIB+ zzy2BU@m1(J$zStV^1gfZ>NnC??(ICqmn9RRu-S2-LfsTP=re=7P#9!Pu#MPk)`?$G z_)Fdfm-UcHRivt2@$ovDX<%N$exEg$l=v9s$lKf|pAtAi z&CL;TTC_pvnCIl`s`n1=i*0I;cL;1d{^Bt}Q(^ZIL_ef_D`zf_%PWT#JOT2|NAYdv{A^9#p)>};lwfB3m0P?i& zR^Gd7me&A zY(@WiRJG#}lq(Sl8$q?m?%z+fEZL&|MawDhID{J9yUo}+W;AXRwr)8}5*?6VP_9Jj z^(9>71u1`KD9<5gEr(D;1xzoGRODhR;oqnLxCbUuZ;A(u!JW)|K|;HzxHw9h&b&Bh zYlSAjgaN3qP=lSsE_B?>8veF`(#H634_gg{(E|V;m7v{-F(x(!jsKngb1laZa4Mh` zJK^G>GKiI{fI#Ig#>RhQ3&h07?gHGB>y-MTYPBM8wUA0_OZ2U31HL&NB2_zH zHTC1iIdtTE>LypaKE$oGBO%ORw5S3+*#IDW%;CV@Y)zBneTq+XGPSV(%8=bxtXUJ| zww!14C_8A2ic9l`z_HS;V;4n2WMjfkm5%U+@_svc0=f$?6TMp?ieM5rpT0EM1X@5< zlq1p;&wbsChusEr`pStrx1fNQ@dFy=fiJISF-y_XMxl!!QUk0_6zRN~Bh7)hKVNR> zoyf8$Mv+lynIT>(Dvs(zrcIKt+=*M@y7Kp8*=dmC8H!ElM(Y4C38qSZTO@WNOK zC6fJMQ`l4|Boo|-`$-(W(gFf><;sMPgg%;w*3$8yp9b&()p;oGuQgtrCrWO06%i+T$&)U+-5? zYicdk1}_^GV!vBOQyj>xho7hD_X4F*6ONm%`tWdHMYJ*xQwjX?0AQ-wJFg9>2R^Bn z(7hG$e1-Q;7-Y}{=qYj%(08E#o54EN+zT^}Ur0#EpPtwXu+- z`vl^N^+qSw^M~4fELA(8k`MO;N)cFT5A3ZcNJlFLbWWh!^u(Qc-P7Oi!wnC?cAa|Q z4-%=jqQfT4PUQ^@W-R)Bx2{wAH`%twK+q+23_IGJ(kpQ|AoN(AlM)v@KRqIU0ani& z;y(DFQ*~0hS(iR#IwWTSVA%eCj0JUhvc0h{zy58!Z zyQsQ@ZidTxsSd#^b>u<~`wVp%9YK;%kO^U3d1t%NY4N%}5AdYerh&QxZ57I3F#&cr zGTT7bPq+?%?-8w>iA{iQb5>L6IbgkjA~P=VN_uY=ThS6{Ci z92|_jT#2^P2C+E1UGZ#?(jU^g=ryFy&1u}^jn3|gM#A1*rsYS$N5ECExo_3ij~_J% zoPrP3&FDl>Y-a+JyHWl&t>A^lZ`y;>fFY6c zSS%E7?mgK9Vao4wE0(`C5Zt_ zbT~yMaxq1*+UWdHD0h>~f)x&`Xq(ad`)p0$&fcCv1Pve|nc!8;|M_Pxbl}7;P5>0m ztK_PR4{!7Et~GlT@c_78@Iz?0z|DMNPr&bu9wbpB5xx48HHyPJY>fq42t$gYvGtZ3l@@g zpv3?&n;1budt1F9Jr2Ksz$qLO;f?@HKpGDJiIkIB^DXhRWo2cfVFgl56`A7clJbIf z*Mbs3PN>Fj-$Eg_nIPnOvA;r39qa7q;D(F9nGHcpjv+K$R)kW)4Emup0Llny@%6_$ z;N7v~!?(!?Z{rOlctveyGF%XR4ien+#|9=Cx_6 zLPqa}Eow3yF82Ag0=A0gU6?s@CVBm+-$%kzM*e65Lwcqtku@p@SCD9{Al?(&0i7%!Ig98G?Dc>srYencruoIZtIl z^ooW=+=6^qiH*mX-&ho=E^_ws2k8H*5en?+TsP?q<3cY;Um;u!XhuKymla8}@96_d zg_%Qj%3vKE+uC@U#5mvO(+ou(*qj#R=jR8Wmo^75w>$*W;{J@qIXhPT^2-J&N1dN` zbyhz=xO}sM7nrA!1NOinM3i@D4h6#&KkGihpNT2Q4x%NcW_^HVFyhN5VWaOifM}npeyQiAKqE;f%NlhT$8Krp?LQ~-k;%uqC z2Eq;lbKZ&~Byas9v9WS`F}?46KK?^j5bO!Kd1dH`BMU6=QyBpJgk2nxn>kNlLCy}9 zMB`(W^_Y`Q9CGnGgI22&D9$iN_+JZZS}addjj_AWHY;U9ZKw`NNV zJy|J!emw75X|%QE>}^}Nyc?gLzXwcze@h9Zd+JH->`M>A$V%;HK6F0popP9yZH4$Z z7*gK=K-NZ_1^TtJG;v(`-N{mOMm5?_*a!=36?cLLenuq~_1A=??!iGdC^CG(COg3* zqVGCH+XCp-8Xhi4oWrT_XZAmXwSH>6&lBJ|q*8kZgCX;i5C5!pfb!)J_suN|60iCe z-+{ZtW>~XR|0+3!@xo0(P!I_~1O-zGi$zRWv~nc9ObR?w1cBAekm5{|L3d}i=k41^dZg$U zhO%=TJ40`Hzc-R(j4uuQ;rORZ03)WwR&#xZ{k7ZbXc{xM& zz=0T`-De32ci>Y&k{o^9+@=WWmqr#TG8#pz@Q82evc2m>oxwdN{t zm`Zlt^zFD7TzT6$q%LXb>FG850iPn3J%A~V)D-;qr!<>byFl!JUQ{k@S5`PRm>^0+ z6>M!&VC>fC_g)HHGgwQljOi=JS=%hRfwF{(XOd8um&ZiUEhIo%)@Fr!4{*oPpna)P zLN}@(%vK5534~Gx^REvo9vB_tA75S}BdBBqe!7zdbGRltnlkL^vb1gZ0^1{{sto3B zxNKXn;`n1fJY5WSjtSxjbmdOJ5g`$~3?f3|G^IfQ-z5o^9Yf?+j7AH^IcFIbs z_J9O3L&UJcv6l*}s?^DX3~(#>df%MxdOZ381DhH4Bil!6AL5TWhJm^W`;f~|$1 zKL$^XZ*fYBm6(I>Aw&#cP2b1`{#k^IX&eLW0!iQG2S<2E0P029R0X$yc!5q#hLA)g z0x*GiD5dq z3`l7zEC5?!05k<9iKzs}5P~;(Z%JYVdrxxr=?E5K`lcMSQozgL|y2 zu`wK~3*ljG&m%!gX5*gJWEpmD1VE6Pyw8}M7Zsp2eu(X43i+Dq9i>@pYyc5uMb#m+ zi^7KaE2thwPxN~e1Ar$DtWpdTQ$<@)MIL6eDt_41W#JDwl;jAAA~U+5VVC##c=8e4 zBrVGCGv^Q>bOh_uJbN>W-?9KCZH3MP#yp!y9rQi zWZVJRI|Luy^hcUcH#r#Nflk`API4{{j|2Lr&TcwWjJ9nfD!#2IIUal5IorCG1?^uy z;V_t&e)wbXO*D{!`zq{qymV;=JNs59>D-8Y;Do|CZBsCd<1&8zh7=D1b~bSoE()a)p@?sgw|{?zt7NkX#FTZgEB$x zMM6sF%kKa=ga`5FMvXee%3aiiZK_xifntqHlZXrTJ)<~7pl0%}w1TVuNSy z-0Q+^8(e(8t^0`~SK1SrTbj0Dt6InF9$_=_=-_y1p~UXM^jIar;iZQWBUlUokGqf5GB2-^q7?vMI$^8o&mqvm4s^VWbX90$`zN z(qotTC)kF9>|@esehyYxh`F+4j)KMRlKgJ0#Mr^OvFI!8~Z& z)`>6j+Wqr-0e^rm>*xcRcSvVMij4IU~3~y zzoStM5Hh-rSw_{YOLhaG@@tYUMB?F4N~5t4JPh?U^pVe>KL^L$q6q*XV`a?I1e+2t z3g>fs?e3Rtv>35TjE z?pEc^eb4qFqqo6(2ceQkcuAAbbL9EO4nhlw#!*M`Idpe+ebF^AoNSQtW& z;6t2ZE+D?W2I=Z3E3p`;qm9Ac3VTsiIMX}v(ugI-&6L2ot7>T6gSalhg#Ks82pR|(|+^DjibP6FemnwcVe%u zH(x6A0Jmk@^*J@|+}F$Cqa&g5n|yfi8j3E-G|> zwg2EjV%`v>P(+h7$i@)_2@Kr6_mwOA)(k9_Idp#UECzS0ZHc}~?X?x#E_|~MND3ls z|7HH4dhP#BzWsmo+rY%Gm+p=D4mI=mk8TZHKb=K9P*+Y)J@ZeATYVjT2jLGOcAK`B zjXEOw$LctjjH{SyjfV*tBUjpJ^~bF&@Twh(GYPC3EJSH5MB_Ywm)u4kWN?@(*R4B~ z-~_Zh=Dt_vo@GGqPW3ME@~g@tcgT<+X7*O8Y;kq zewdd1tG=V{W|gDPAiecDFe$03Jls2nCg|`;YlKdFbk%21J?7eqhYFqvLjE}-l5zxD zcmgf5qOrr??O4bx1&o?@8p7&DB^LJlF!=v8&P>597mHSpWM*JBTGd-z(o#C&7*DOl z28abz+rr1Ez(Ri52qnN61B;}g5>4i098Pg~-kS)dUG6Ss*;SsnX)0Nb1B&`Kb1&{HC$C9#D68so#4 z@2EQd{Pbb>3#3gL76qt+QXt+XRTA|Dx?ErZmQaV@Ey@BnlO!*wkB?~p535)_9F2^% zJ{2`{nJ8pRjEt(&Oe)I&y#YaMaEi?XSoXw^&6rnkQ-9k~!09Z&g!O&r^%+cBe3}IS zyg{v~9w#&bJ)+p4iUV#jGzT#lGD8e`19jkYJ+B=!>768;daIRKi(xh_ICzTV%(Fmc zF6AU`z5@id#taR}k+O`!9b^q_!y;f}8LX0iV9Hlb&n#ypb|!{4p4oD(UAv8oiwg$3 z*W1QgCN?U@q$9nLf+rHjsG4=jyA8^G8l@2UK~2$HOjlgIe9~Tx@@}RJlEDlDk1964GD>him=jZ^jh?s@ z5^?C{@z6&htD-h>)2*Srmf~iJ8pH^AELaL+_)w(@Y(SlAhpqr7Cp$G5%oRjXSy++P zfv#vSO%&8tB28eM*Jo*?r#MZjW&k@7)x5zjDNCc!jM50opBmLmC-S1%qqjs$w?H|$B5F=N|D;)X^%Lw5Y*o|rU8x8&; za6j_CX|y|}!qXjO2m}Lz1X!@?K%^uyCkdv2A1qF(Y<=`e&E{aT`Pwia=mHo$m+ChP z39%LBWR-?30+i8}oA*6+S+(l>4u*{W&uWJ<&+U84Nx~-G zJkIG*k&$t+vjYHw#IBNZPH&*4WZyJfMAN+R_wz*r3=9mY5?AUlbT)R73-{yl$XaB! zJc}r97|%$sLC21|~;*tS`vLik^-<67SRXBN_R0F7V+@L zjT`%GJlx!l;mJoFt*!f)kNMBw=bRzO_|DH@nDA)-UaJw2#Z^= zHM9>Eb4p7eUBu1Byka_p1zzxR!&XLaTZ^f^bD_^De38f z#d=^ev|IUI7Q)^Qk-`hjJB1edt*x*ukR}hBlu$8oAW~9NVh)3kU6*jhL1U)5a~3y} zFuv?C0uD5p|s>l90tVkd`Bx^;^3df5q+y@QuF6PPz!y_+oNZOZ& z-oAHl^+0EhI&d)AV^C>gKx%6_P`kj8*jziu3;co!CdA39icT#ad4i<*X0M%aHj+*Q z1*R131Z_be^%h{&X0e|Zu6}^V4QCJ-k|Tm}8OlaG2u72n<8)qi@6)&x27M4mPzBLc-Cl2b_{ZTyZ6$aLr>&p!o^5uYCvmg@O8U! zLoTrh%MEenUOik*k(H$DFovf}n^yiUfkIEMNbk;yg}~biF1mRDP%|`x90`(LOvB5U zFE=(fpLQA<8Ii0xLO*;1$#*G?87uiTj=~2wALBD1;e=};peRUn;iVUn2;yz=(^tANUo#&8G?s3{S}iM2zt zF}>1CYbDo1uTe*)BG(x#8fFLpoH&I+_CRn_!Vr)S-`nvUQIwz+h4ucJO_pdV>VDjC zmPF$lF@oX+#&a`{b|G04PIPjamf4c{;o^7v-(@szCg`gYT#O=ufEFm>QcN*WWPA8_!5n>gvKTu~ieGajD2o+{Rjc~NT3`i%E_{%T5O=^FC3w|Z<+XVU(P!^A%&(NVf%}sQ2 z5!9Hcx1*xAkoSO0Q3&2mOeEC1sQS=FB47iM%;vzA7+z7<7w0sd2am+!Mzp&(!39MJ zA3@=&KsySxFrbRyDxjw_I>;cSSv+U^;9Y9{R(!C=*yQcXSY8Ee-0B(F3Bx2ZHF%IdrE!}axUQHqB}r4Bf*ORj?i4Tp-7P>7HDS^ z01-@JYLw5=6OyE1RSjm4NJcvB3a1eW+x|F-9Fs4xjg4-yUH;+>1ALSf4itKvPZvf$ z2+EIvINMPyM$uJ(-`@pRkqioSCJ?#Ro1ncZSAYB%1%#J|F&pxl!cm5qiR!;a90rCx z61(=>ui)U=j@yJEXXiRR%9lCT|DwEcPNymX{=X(e{#(>yfQsExJ@9fw6{4QC0eF(u zhBL8LG53UQst6r9x?~}q(Pd$mf1C^Q|Frbj(?cg$+4MCZCW#a9m5zZ+#K|`BBOZk3 zhfcjyjxDCe5sWfQo2dkY43Vxh@QF~)n_ciZ%ken0kV+U7tRbl*mb6%CL;j7sn$QMxAkXQ4%}?3IRXD|_j;I(*T)7gQn|l5j>%-xz77 z@Q2~n@fJ>)?xO9xewKU^Ll9*L@A?o6?<$N;4v0rGN>F!SZaVD~_~|Zh*^fh|klo1; z$t)%63-6DpFEzYzoToGJ_fMLt%V3^q0FlUK0iK5f@5r;DFauzB{_}^(ss~dY$u)F> z6VZmuB}V!Auz3CB=C-Y$8mpgLv2^JJ%sCx|xB4h9$<4&xJxVsUSay0)_Ir6d7H)hZ zeuq=`pHa`@X`9G;Uk(8+z9;Ek`ngBeDL#J@GT>ktv*;BooJ=U7RxrP!0^!ImHP1ka z^pfYqkTTeh#?0{on2QF>*u1uc3&#NVWBR4sl#bz)`N`LG$c1Jh(D$f8Nrlm9yUta# z7!bmFfAWG@xM%`w=U ztsvC29(Tj|XSxer7i0aELrIKYkeS9{X-Hj0%Zn^;7nEo4s|#I3E|bvn(r^+=2)Usk z__o@LJj6jq+miyO0nBfYv>2iwjlkXVFvTnzZ{(&Ow2-4z`=b}P_6&;?Kdp4*83j zn*YOS1ZC$>KaZT@TX#13cK&dUgynC`9(Ni|1dkWaXgo%}IY22jepD(kG5+qU(8*t9 z@O?UGW_$VA0Uu)r-Tlj1DY+|_HsX(&dTf07^}mEa(Q9Ntwa1eqm@KWtVKa&2L+w<0 z{%5?Z#1vhIJS<8SH4Y0>N43FjAPYUsR?rAAoB>L)e@3E8jP{IHknUJ2n}Ie}?9>3i zWXK9YZHiA$)14TcjK(Mu9%ppqdx#;9^-GXIts4cMr2N+g(ZDs_U_%2p^lf`KhQN_( z|F(HF5b5Ys$cofF1POyUb7=Xn&FB1MyY71`g}h7+F{LpiMY3%Z(||Uq3Ut^%zG%); zIE+Arnn11_MSj4^46!H^(I}g2B9ABzZ0-K)by|;s#)Q_mV&%$B>grX0IZ3MjgTOte znavZ~cI9Un04yAFNF%zfyHaBvLhkC8bgb6Dz(PC!Wm~6!HO8q_vB>2G&=aw>X*^rm zP@1APTmc#3uNmvDXdX!VMW2!J9*1;7>dlMcfp-YRk{X0!8xY_$vyb|O^Gx41;#gQF zv135=5hzsT8YfPS7=_+OW}nCLSwAiOKyxj`Z{RRP0`!pF9s?z9ftx!zsfJ!*@Lt>j z=vrkM`pEtPlc@bFwMm>=0!oxTw`iz*^;VOs0+6i#)m$z)d)p*TX{;kHrOxg<2g)Fw zYf2akj0QJ_919q0_nD6m2xBE^yPm|OW_(9Kn?V^sE2inw^Cz)ZWXQP+ol#4RvHL3AzDv2UsmViN$x$4vs1z&4 zT+%(T8cqrw#{pH^?JRO@GHLcswi=x9y(*&T-@iYC{C7C9u;HKDxJPYSv>tM~4l?*t z0-L~=Otd{LF!Z^jAfF{|f@t~(nmX(_aklN8nQ!;ouU6yK9ZU(&Cx;kTR+#*0o3GN9 zqWLOjzJrY?X;K{I3lSr*t^k*-f%|zx^u; z?W6-hEe&Y3IZ=j`%Tigeo(Nj-q7}#`Mlo-9EF|^-{ge{2HR`=l0(tF$gDbJ*gddot zP&`&*5(Fn9GFgxi*JD74_-?$ByWFI@pp`^K^$HD8MUlxz5=L98jyfBh8VqH!9dca> z_5t;ASw=a~Uf~0v*`QCY&F@D3Yg z6BAe`StASTTVI9mzc#Ej8@b4pVikE|IZrxUs|6=GU{eyz6@@}FxUh?`k7@A?6U=VW z01a&{*m`bUTt14Lq8!E^`*pgf6xdB%S@Ec(Xhob0NWxfrFj|$`0+&@(i6KsgtEu9* z44tFVV;?Q)-{k%f(w;$1ZW<>6e5cbrnNr;i&>|h~M$jiR7{OazU>_SyZ$j5|H}bJ77D^%^$c!3g=#t1ZO)?@D@n*7=gv94>69C~T zZ^^cXG!KEC6HqTMCMK28iHTlg$N|km#Nca80SLC?kVCX`wRB)92!vLQPUFNSxyq~= z0+&_ht;bV2>Hkc9hp8|ChF3VOO;IokxWze-$Gk>J(J>?NP1ft%!GFCh9 z9TruLo=0KSG0;!4j{irfyf0&!-xnklK^7QNGju+fk>H^ z`yrcwuAw<7r?E~Ey60DEoE(D$-(YEpf-Rn=#o!@|!XO88Nl4fra5Qt;_=kOO2K8(9 z(hTA0kjwDF5ogn9dLXqb@*Rh4Ns=nWg1oqT6e&7(z``5ed+LY4rm;0aNmq+yl8VZb65r_kZzXK5@SLunXpg3$53 zRcr~6gXI#6YI`ixq97^9Pvev5&mjEM`Oq|c()!i=em3U#U}f4>HwX|ONzQ!el{8vO zvuosz1M3hC18cJ-wLGXm({p^Kz{?fbC!{4oouTE%IeRpj)wdfKhb-`xVOVfF&xEu@ z5~m;*OGGNpl5-{s`^&Xw&Qnf+9694oUtYqu3kndFy9SHkA!c9E|K!%xp@;woRnbAH zcmnW%(J=RrRWR2|lBVw_5E#uvP~TM0FZAPk^HC%r+*TryZjU>g2q1+jeC+5^FY**X zwV|VL?O{t(9y`S--R}MB@VftK%?qfkMcB*mit8k5XkFZpdoyTH@M&}D_Mt|jthodb z87z0ke}|X1U5tgdeb~s6CWY?gSIkWxYUgLD;k+Wc$p5d&HLw%o@G#Td5=a{KPKh`L z*L?u6@ot{MGh0-_>d=1;$eyGSoM0?tbIe<$J9oU4TiXv_u?o8>GG8ScXVFO`V-VU()_P74^tIgzz9Y5lO6d z|9t{VyhQAjzCH*E^PWGMU%?X$5F@|SULorU*qsVU0xEzzAiL#Q|3o^S`5Wn^Wq}|B z8ZH#Tkrdz4NVI%eu%#9qJqumjy(#VgAR1<3WWc}W0%nd41UIEQeSE4%&Q%g4g*Q+X z${DhQ+Has~j(?>IHldM1lD@saoy?T~AcOLM%xKKU8C$3njSUSO|3-1s`N&rOe~Ei& z-ApPD<2x9KuJ3zFQU*?)3aqDd58&-39EsdPc3c2~yti);!ZcI?!iR>4$PUEVl-QxYP-7_dGyv{F` z!7mJrMKfrLT`KhL7#Tkt#nB>~Ve82CPQD7P~)F0|A0r+@u;t!E^ z;9x}j*a4`C0|YuC#y9PJgDZ7z81K?B6QMxhe!2OH_>YvoP}ICQp@sXf6{>KqE)BLb zOF@DV5^}`x7xv$SE~3wR1bZ65uq@FQ+$K1inJhZghQS^j+ew5hLmrx(oD#WYZru18 zxUVXs5N>9g+yYy+iKwq>k3&ArETV%xAUe6hiGWV}FFrT_=nQU5;j?`3&F)Pgp?1W( z-?-t0V~XGmqA40^2sm1&XdGWH-&98(`8)i`ZOY6Rs}E!tdO9fi!>@x4l0ObN>E4)r zGTFSG$~!vaHA(s3wDWFwcnIsR>_JlltN~V{Vt)bmYuqIqF>C_#5YgNA&GGst-Av%$ z>t^&Lr3cai=d=UsiaCxZj!cjW$;L*y7Xb)L_-Nv2Mx4xn823Ah+)5+_lLh}88BCDt zslTRUR#68CkM%vKp$59}g7t8b(R@r{H`Z?p6Bx@IBQ?7)*j@|974&5(S{;IpbpAdN zdb2t49sin#ZX2UD`!aR!PsR41Sd83>^L(p=qI5>Kz^VUo)GtuDYZujeJ!C9i?X*O)q_?%jxVSLrzYCHv*;B%Io|;SU z5-~d89}OT4-=eQO3T2!AGb{TG=3-0#d4NZBs+rszc0rf>;O6i+G-65T|B>B{WsTF- zLA*qv_%=TSk3lCb!0sAk5JXdbw{O3&MV0%~N@KQUKSu>lA_NYt3>ZvkiMz8kw>&Ty z{bzu1h7dC2Cav#u(gYnYfHCB9+*$c^BSk9m$dMlE7a(>`A9e#``TGk`xzvTLWZ*{+ zhksHFEI-Y~(^!rQVgCYyVekXCBsb-tO_N zW0z%=4AP>F64j(Bj7ch#(t;9$lCmc%Sq5WE6A>wDrcEi!P!eUCLL^Z#vV<~`Od1tJ zItC5er4YfGjCRD|c3#KzF_>XoWuQJ~5Sn zC(){)Z2kvmMFY|3m8NXhL?ms(5T}r81ogva$Bue%diDw#NW+V*nDr>&A$3`6%!Ztc zIp9m2@7W7+l$euRxwmXFUoJuWw5|*Fc=vz+Vz(d+Jh8V#Ml=gNUxIaD(x%RRhGK8% zENuvBBjS0V%-LJ`$X@^&ap7aQhxYpQ>jf636c%3G1d-ND(fhJI=VPCmdc1;39Hc+T zuiN2fxQq8D3aeJKG$}FSt_}o!n8Q|3wLiQ%RRq_1-txrue7)|M#66X6*5UOn&90Dd z1jWH%J{73WI-K!7al)hEeG6AuwmD6T{L7a$L)Xx4se1!Unp4)V;J;Ms*N$Dq=m=To z9X2pp$}R$+h0CC!kOjFmjv%S-8XAb5U3F)VgcjhsDS!kx&} zv3}98;rf%t`GkRx2k7j&W&dIA#%J?Es%z=!oMe@gDFuX}va-5ZYIjy>p8l!-EXy^g zUxmsZp;OZGX!tVZAZw9t(Jj0n#2}CZ;V?7eY<>B;O-^34b*yXb5+?q8-$wPo{~|G8 zGG3DVUCUd$HveN{ULE|IVVDUIs-_?DF$TNLeDb z!cVSML@4QVQP+v22GFyHKxA`w4V`asjpKAnAV;4Fb!*FEA0>sDuccM(vPzoBxI957 zvt8BWk?Eooad~B-VBY_`6BM))K@2r* zxQR-Hb#9}J#g=F_I6leH6SgmT4)uhn;Yi}>0z${u)RfT(OqWY2{m@gv{x<cY;lPt2u=WaBOliIniplf4vlRkn3bU!W7abuP5P*3|`t;8T zH1f`+d~zVcyp58#&~<9XX$)j`A3F5Nuf{;Ze7N*k=6K5U%5T3eB9Vtyk1Sl9KrL<> zr5HAdJb-KJ7S%}u{;}E`8hP1;|8hbJsXnl=L~bL^3Zm;m9E!vh=H!D83cjkG$2p$= zZB{GP3}L#XyXTL`{)3wR0%+KHsUJ#1&+85A+w~W=Ahz82Zmf}{V+E}!qHzr)?W|Xw zQ<&5J-&q#ulZ=lF>nB|2^{qyca*h7xR|mnsY=;kvkP3R~rrN{*lIT`JzX-54Hyb@OJ8>7UsPRU_G^r7~#_^j;V0i4;X5a`FAMH}cb+L#8X#9el-1kBTA7 zfO#EgsR@rqBkK`0+wjlAAYb@-HOE0>GD!qlCvWzx7%x%?9wF8xeTEab>pE#=-9dAe zuQY_ViC}VET+#Avm58fWuYTA5cN)}r70u)#BIfahq!3hdG&3gU0&%q+8}DKl>7%n< zQt39)WwF^e98m(eio|JXJnGj@0=O3w!672=j(XHV;Yk)OlMP=o!eu5`{WLsS`V6nE ztc;h<34`GlLBKh|x|cu{LUxIJ&~2cZ6WiDcC@c26d5X#`b~CkWHk6&RQ0* zeMVpUxCC|N_xgUX%Pp8i<3iJV7cRbt8RNO-XUtm-Y?`MyOyR^v3e6NsBI@NS>63S> zO>p8P>pzlI;&S>e@+Aj8zcM10&ZQVLVLZj_GvB{%ff4NinQP|UO7x(DCI1^W&^+Ll znp55Z?$n`n2ff#=rwK}Qx>7Ob5UtIr;sM7CbQVPp3M~%zEoxO@zO3gLrYY2IQ%QfXvT#DNh4z#E#qnN(FU6dqSLbnk6o87Vhi5vP~~wF zK!xdf0VGkV0?5n_4cwr=TJ2Q+MYKFY?=M~eG4$mw>il`ppw)1J_SV`(O)6M8rcL%4 z<&7P(EycG{6rtqBEF?;V#y*+U&bO)81tb%@3=(V6-v&0bNYJ_r&}qq7Of*zbZEyQM z4B5E=O@+|X;;rn*UTq=J{Xxs{*H?S&$J`d}7OQaW@#C=>XPbT#Eiu<;5~(hnW7QcC zZoq+~>F9!?$c+N%Wfil&r`(Y71&$dP6zWc@Zpc;@zaq)I@VOCsDKG7SciFR@fn%Wl z5avAB{d5W9$K@}ARy@ld=4L8r5J?;<_H$YE5g1@*e+P& zhDZj+n;IK7D}R}EVQBABz1WzT>{B|lwfg`sLqD1CmBEXa20vYoQW`9ho*)^%>h8r6 z`%stL(-`&6ABYZV7n8Z)g58jI+P?bH)7-6Ongn|hCLV5K$8x^gGcl%vR7s<-Rq**%cWY%{iN|2eq;PULeFP3d6 zZV<=Y@j_)V`_bqJdXfcvtiLbaRQ9mx12CgeK3>Oxt@xJeI0hUDh zd%36vf#vUH*+Q&pHPMTL&vWFRMSM&wx2hx{?h z>jnbfA0=f(?kB@VWw9AIbnr-X#~3Rsi?MAG&ySC!ZWXwMl}Hu2H|lQ@A=AxiUvMrf zi(2-Q}In@YG|r2-Q#B(ZN5VFs$?g>+4-MoRaO zO~%EhjlY^ZtfdlJ$3^!}7%>SH=v~Ne;Px)r{>yttKA__!lrtiSFhpAUDjBcs=Me^x zxcyFc5`htslzP0cyA&yXhAmazBHdm#_|Sloh61T%$*ZXZf6COSH3VQ^^-f67+`NJU zi&qD$YxH=v;&bkOrsI@LrkisA_0HgR_jySO{X|U%@GcRw|0pkwtWb`%FBcpPPaDDO<_1DfMR`;^zjXJl z$OXOu_n#OoxcQa9STdf0T#tNzHQdM23WE#0cLzHAf@H~Q;uJHP^v`qxth}<-<$)7< zaQkKEA5c8vlF&MPioI4UwKL2be)F);xRuaW90O|lyA_5=iW2E;U#Lm;&O3*tX z1<9tMHzw*bsi>@StbFqGpFgiegG?_b+>_ny&n!~D!SLH72|rBeI4ndak#)h-NO|O} zI>RHOzK?-cTkDSR_~|bRev^mo03H zWy&GUjL5C}t(Giop&d&;Pbp-w8kM66@7~ zuhq1MTA0tdNlS!KlpdLs&iP~eN^??7MQng`Mvh%Af?YE_d!WAvuQL6GNsNQln6dDC zWp0>w0t1Rj%0^dc{&}@`@7I1^oU0c=W?{WD@-BsK1C+p*U@YMjw}O1IT^N34QTm~~ zhAThl2h;Yuy6Lm;XpZ=0&o&cmVO^QIeu`ny-8bo%bbfggrjIetZ7P>W_++Uh`hv)c zWdTnsWyiwecf@3=zR{IW-uSMKhDMJ0oMUu=h5jRbSPUR1g-f4V%35$c_!tWWj97awwot>g&Qe+11E^&Ue$#D9?VB8kOz z6KR-63Xd&TAf<_ulpuFoK}2(Au?uL*nm*LG!qxys29YgU%w=Z2l1-`bjU<^KkR(= zn2?E^O5#z&`WRlWi5IXb;xYaw@B>l0=~X{n+b66g{05z`z@(qkUz{U_u0S zz;pFZzYuUn?q6F@2u8z1rgNAEzD-cTtG#-zb~FX|_FW&agUus?TasS#nb{npsUl^@ zf8#)bOax_Twql}alqJxR0iOP_c7nA<|E5pvJysr!4d{i#We4h;0fOy``4cy`(Dg-E zV4mu1d&PYA*_GEmX*vhJcWuH8MY5ZeRepaVGLkvrB98>y5(;SclZF?wE7`CqLQdw$ zi#}Q|4(X+EjaHdO8!e0zSuzZus!93m(cOa19`SoScFN;X>Rrw<+c@D##*Fug=;kpwi%y04KG!d*JF=OWG~p!Q=SxB>#6+@K>uFZcKh=w zM(VM#7h4$BJuk}q@t6(k^={2nOkJUv`sr4vj!QT1LklV@O!P+fEE(c9w8Yyaa++mk zK%~B%QqS!-clGz2b~`Jj#C3VzgizbKZV`bOgCgs6|5DiUbX(ldc5R*pwbV_V?dzs9 z!R`9_*o5^BRWF+#_I%paeQl4$wUPEKRxcVCwVlFvF7eytLRJ3gB2N3d>em5A>C3t6 zyVAef%Jn>#8u^w_#(U1<2&N%VD@2#^^Hl8<X_lUziPh|p(HOioowI%a zTRZ&+tL8Ol0`@s#C_y}zouzSG!hapIp3rhn~U`@!OP;ER~C&u<*A&+;Af zsPSX>5wXXfT#wyCbSR^s=-U;QfCj0T>e zg@=Y-F4a@b{N?tUpbjl&HxBzX`Zu;!+0?XB*Q=x{vgisxq{YuLQT6ZJ<;OC= zUcV}*j)DPwBg(j-A^Y^{ex9D5b@lb9npAu|baizVzxrw?{HD57v$sVlSM5ozo;#*x ztz~-vjZH48{x2E}Pqz8%-8*W6t(R~AR9x&B60hd(r2D0lZbaF1Xrmr?d#7~vWxDD5 zA9@=*+|Y6;xg7lYoau^Z@ph-OyY6#L+3a!rD$L6pS9%UK+l=GPS#M`c`RC5CFls#N zc*Vhk!;q!S!ApF4=8}O}jqQqzeDN|-R=!uWuknM98v6P@UEeR;yDkn6KM*Is2O8AY*S{j(0}k~sZmUm@GU`l$xS8Qdg=&j%4cg@LKQ%P042I_%I&;A8RAl*I zfKqPUzh4PuEh297U?|^SGXl-_YierVJF{H9Z9L+PD71GI}k6cTNWVMRDq z%_OW3*dYBOksk!-wX~$N9I9|*5N9{2*5vEO_cc^Pugndm@m359sH3lM5-QHhagHeo z+1U?&X;$~?0;s4?LAB(TFC3lW(DILF9!pD`%-2c;yohs2^~CIKMbjJ4UcE&7F=0$k z=2Sdvq6enUA?sI3M(|~*l{#N&WT@x@(`O#7es@*q!VDFD<&V2$@rCs*LGL!b@I0Zl zhJ+n`(dLeY18^RsZabEF?8J$wbiOo!zAKP^U=6tfth-m>o6NehU=NC)ta>Tq`ErX5 zm)O5$?veqGuCG%KmAk#c&pSE>3nbUxefkvoh-GB$!>qDmuQM^aM<-q)8Sox{pA30R53?#D}W#?6_dN}aNG=gw}?epOXf6}3h!~=$*Oji@Z=m>-*Q-}nRO~u%ptFK$;2RBFTU)M$SGU&P-(%rs3?KB1x@YS* zK78mN5=GD9fKT$mIqk+T8LqD04ix_~0`o<8vDs8eNfA4^4(#(^N~%vl)lDw-Nk~k* zl$+ZQWO=G~-&@{Bow{_{IP>T#Zwp*GEV<(fuh4Ann&`Nl6x_^6%VF9w6f0cD6&b&K z|@h_ zI@R*E?`H8K{Ro{d&nHis^c}Zh&El$2qed+U4PW%&boZc~K`@wenPspuEo~UB^DaIa zD%j5`YydBXF2ghD{?eSTwdS+o|sBUCAWflr@y1}9N9?CFs zYpw-=#GQBUIHfjnH{{U`@izNn;E9;jPoIJVf`Z~GWs=Nj^{uSATj(_gh3XVPK#lls zKmN6-#~&AzejaPF#J>CPQ-ALtg^T=_A?B{!DRVh20q~I0Jo1|Bo_@!Z7goI3n&FNU zh&rL|Rq__Q!`~4}7FC@B^-Bs=30k{7zA1RsjTn^`!|h!SHsm`X?8(1zBMM# z8H~0%%O&+Px2A&8E2UyC^}jAF%{B^{!a{i|<+iccS4}&1>~z4yE%}GAbZldG=;op{ zun`vn{8w&X;h|3u15YjY%?e*oJFc;Mvibd+8e6lUtA4)83!n5-T;ay!j^|*3#!eRC={t=7tDja^Z^t}PJHqzV?7Y&_ zQaP0};@rQMC~zw9l>n2UD2=ssbPPj*#uZ6gf^y1#$kFgo0i>LNwqN{B_Fu2wz2`ba z@7vcg$0H0Xmpo%}^~!)x?|+?9xej#7{d{nl*BHj4c}L~mf4dmAnSwO-PCb}An4dZG zXg^-6N$H(OGhSDN(tR*WE*lc$@UkGrF(r>?YWdH>KdBgZVa9`3<=qvDCDk~|ZDzkj zz670~>fy0uR4h4FQXtuo_q)H3zW?EHod{b}jF2e8{^;O8m2))ovl0HXJ#X(C*F9X-8KrQSwSL9f?gVW@2t?;r+&$P{|V-EZ+NDcRF+}L&oxL-g(fHhyD%$<*mo2os(<#Y3@#ph0+c0uQ% zDO&aDXg!Doia8zzpht$K%Ar>0YS+meO+%H?ktjd|D?`7Y+>|!Y{w-PDP!iCSh$1mN z+RqLNA>m>s&fugdaJ&!%{lr%r504m9f)JTVdSTt8V{3;#m+&m+8*Rtw&pJEbwVCVC z6E;!B>(@({4=6W#YorQYC;iMHPfoQcgBaMt;2>6mEFYR2ZBqE^bgX6VOH?s?SQm#B zr{1vYc)(N1P2fb9M_mfQ8UBpPtToA23AMW8lcC(LW69!x39pupBm10d9Bbb)Py9)@ z@7U2h!d8=G{f2AH?cr}9!5WJ}BuUwekv?@ao@QyV$)ar1q)B@?JPUDzr!KIzvf47C z5Z|~2l0nC5)8@T99lLsfN3V|qcF}T5Z3>RED0`6QcbHf<16y`@e=9Xlv>DR+hYo+= qZhY$>vdjJNiiZE^9~9Nn&hB({$hdgVlTZs3Y$n)Q9veSr<9`4q8QZP^ literal 0 HcmV?d00001 diff --git a/verify-aggregated-vs-all-shares-10.png b/verify-aggregated-vs-all-shares-10.png new file mode 100644 index 0000000000000000000000000000000000000000..9335f47f246aa03334c93ccc12e5d35dc2981f2b GIT binary patch literal 30374 zcmeFa30RJ6+ctb>%2;MX0}X_tK{RLX7Da=I3Z)dyrFmGU7NWXCB??U{M1$r+q>yOT zEYdt_RJZEikJftM=N-T8eZTGdzU}|F|9iG=J*~w(T-SM>=W*=EzVFA;<^Afr=geF- zlfhujVXE%XWH2TRFc^~#O`nE8xqbGWHGat2?>uC$Wo2UTc-;0RW8ZOm>oZpNXUt9r zoIPo4XJ%z7CB8{qV!gmAdwXj;xeXgE{`m#sR<@=az8vq(!iUVTRy}OTU~nI&e>fg0 zN1HJiXBRMcY}IzU(^>0$M}1&?{AcqfcF?t#8<$G0V#_3~Q+s~Kf5$Dq$Q^%$cPj3%E3o1EGw)rA8}-F6?_ zkJ_2sX?FPN%pW3=HyxM2SpSt(HxXZJA(s1j`2*I_>lMi#kYE0JR?)ho3%<%uq@l%_2R{gk&Xqw#$Ua9RhsS2 z?iUx_`91HN)*q9mHa0Y@3@ME2Yc4vHP^Y0ZyhA2r-nu8OJ<`Z19~ZzcelHKez0?(NO^pX zjLgA?hK7T;{#@8mm8>>4Huf$|+0!MEwL@F`#;e@ivKXz^$)_vSEiEnA>OQ%1RA0Zu ztu|6Eu)M1_L%6mkXPx##zovG#{aIrp?aP!sGVhGmw<(YR4zEeGYY#RJ{TyPIEvliR zadZ7)O)zYd9r{dTsd}e){Op`lqA}P3E04)KMwOY^zC2#EN&{IBAgW zHvF73RsL+pCoDqQy{(hQ46~1FMXT>iVa(^}k6*soGQXrmO20hp7T1a`_u4Dsc#H6K5@9$%^mOl;&ma(`kdg$rBpS``38VWxzRHi$`F;!JJVr^xPA3vV= z_U+r!hX-<3C^&5_u&sD>*eKLv#O!->vuS2l*1jL_ZWa#JdwT932$gsI*xyxK-S|GR z$jQkmsG~A5#ATo@ILmdYihW1cE-!Pi>a+;fEU&h+dP<#>Q(JZVua= zot-TrAn+o|yzJeX>gR>3k|og^jxF-ey~cgNzWXlc=H}LlP@N~`I@lqUGYe-!hV|j$ zf$$GckLT_^bSTKi!C})n-6zs{OB3DMXGEaC~>H8%4y zoHus1)X8@X1q)UvxqYd#s>^haI@?(#V*2q;-uw6O7m6SK(%)M0_GqTl=LV_Ff##n2 zA3{PxK|jC04MFhWq30uOXVUk(uP8)$?3Z9!(U!Cy2jdPFF17134g1x7q?y^(H}ds7 z_Xlr&k5l7Wv4@^Lz_vQg8m5?4^7Q!j1xuHnQczSZH1bt6aT)9|^N}$5bZ={cW%I~D zyVj#t%W)C6pKq2#SvS1OtFEr5Wp?W;+#KVv%dtH&&_Gfqr0_SE%u%7J)5AA_ebjQ4 zefKtYkT5$@Ixh&1D0th&nZjoL5+^SB8zb<<%Nua_+!OF(w6+*bQpJX$CvZ5^=@~ZE zW!n5RX3v(+av6}s4wR|)U_TC4bbVgnFX%0LI3Xf;>tLXvhuImK5VPWl%k-|{rVy*W zxtHc#i;HWw*sgl!%p=i*kAi;w{3)^Bn`={?ZoJIZ#bT0*u7lF;<&UNEmfHPzw@53& znECztccVNX9;0k_m%NnqSC#KgO(ty>@!h2sF^D(?w>QNV+*}tp+!&zo0S9BBFP~xu zr^Gl#ZYhU0?L?EpW%Q5KnJ*i^cXnD_n$7d=(*_*mDV&@kZ~0t5>^qWT zxyhT0S2FK+J;$E+x5Ns2f4nbTV(509&$UBh!Q8pW5aW&+?#ejZ>64L>F=N&&DY`5i zPFg5+hpfO2hB6!+98pKpZ1a{HDUJWO6D;@;B$0c+9yxL!(&ye|$L{eUa~#fcNp3BR z3oO7pSd89E(=Z+;9h{W$j#-P>pW3#4dw}A-k9Xx$Vh)5~8g7e=|KM2fZpy{4bcT+z zf`Y;aEe*w!I0;q`cFRby?QA_3cYEFIy{R z`f-I;s`c>z!QEVT2+s?Zo3S^7ae|gJOuk0933|ctKE{8GWoEPwp2;fKB*1azaB_5nFMvzWo7sqFWz8q zrv774P>}KI^y-`$_{1o;;a-!M=cbw<{zM@X=M@%;G552r=4LF%=Wed6tBb-q;0WFQ z&Bw3oQM2A4^NXrvZHD7!dZI|teZ294$qbg1se0e5SsR4R#s{mdu0>RjJ(s`WLjUR$b8bT_N?w2v65Z|~sTjtH1w~ICWBhb)CBJXIreZiDz({As&woG=tl#){2 zjkP-OZfr1AD$~P`F&7HnbhZXCt8b2=&!E*2|te;xn9MHHL6` z+S|dQtEMtFH8lu1N#uwTLVB9VXgZIa{X;r4xh{D0IErzVIi8-ZVaquJbC%0Ug&T)i~dKe|~$jFI2&~qg{QrfPThVhak`Xme0Fbm#<$}cTl|C zXH}nFTX(jrMiyu6Zlgf=muE(KB_$;kmg{c)5@RQsm1yc0dAcJ$?PAfEkjM*~wM2ZW zp`l@4sg{OpznX%Rx`MoaOPQ{r!}O_$3KUkO5RkY=uk$II*VNY1J`GdOxqS7iU5g<$ z$pSt;%O{38U7zYGG_F{2=G*u0*Cg^XdtS|=^oua7Jg9^ZiaPcA0drEmr!ZnMP(ujr zb1BngsH=9+tTx?2szCqHQ-}70f(35B8oaqW-}>^?Q*J_DQ$MSJxjf#`N+=kBNG_?~ zf+2d~!G+w)m#-7|+ckeoP66nsZ^S=1gu-uJlzx3Zzfd{+$i!BXwQbz^?Af!y=KwG~ zOO`B=vTaoL9@f{_FD%hezI)=DXz&)B6D*7DyYi!oW8J|~88`J9v|r=1N6cA+Vn?3i z5wg+St9XSG9Xapb~^4BH=j7Og+DKiRx&&$FU*hxW$r-@{D`Z_6gFzRu^+{!nZv zUF`Dj-@p4i5{u-L=v6aj%&1DW3Ez%mRHmt-;st>EqpRx)LW3?I%V!{C-lh$R@-r8& z5Beq}veqy=^K5tB<0twV<^yeISFT-i2=Ztx79Q;{(J(K66pV!4*@>9y(i$1qUt#EJ zHa<4W)mM`)hU2;SY)1EM#2N>nA|XM?ix)1mv_^-ipPh2IIm~nHdZ03bxU;Kk`sHqsJk0!}B8?)2KA+s*ST=j79M5r&yK)YD3PUzKo+=92 z93QJ4!#XpkNQwOjo2av!n^!Kvojn-i&|c1Jd>U2}Z)o`W^XI`LH>4()k=E#&Vn<}y zzs1GHndKXpz|GM}jFEt1RYPH~T_py)YC}digyDtgb&wKqGi zy*0bP_53uhA%&WBPu?xoDoEVka%Vf%AoWK->N6M<`87OTS>K%RzkTc0txOM2JT4oJ zaFu;`<#Z4i38yxH3ib2*+LL(M*Ei7KD(7uV`EY$;+FOp9W9*?G%P0=+wFn|F5gz0+ zhkANclSh&ASP_7{M_8qg4ojtFWXNYCa0naud<<0#`Q|b{+|2)@AYgS_6?RiNZbM|4 zTVl-`RTLg_c1=E7&xH?MUm?pX^+UjN6=Nk?RLh_?+0Bv$&Kd2=<*v$h&lnl%-q6~# zuW5YIiWPU-WJHjB!;p}}QCJ+n)7C0~bXX_RWMAi(XWLo!2mw4sEPaC~N7GiA@4d0< z^g-{T%bT_9^}gR#J$iNzAYd&jmh|s`aC6~7AhN__#U%4ueh>G_d5&d{3fNU8nQ=J? z4cVn9i#-dKZw+ZFw@|BjTkq2TScvU}5=5AZ+M`>)%;D#^or(jcT6kt*(r&-3ckbF{ z&K~U41JsC+XIK6n9jceiTeJK63TE5L&$s-YnAiR= zcnkyYH{_gpd!5%DDT4KK<|QuPwjMiXrp>5L@7+46OZ`$!U= zbwiIuqLdJy^;kuWR&+Un7nc3XbxIBegg3nsZ957Sz_%lx8?u4RqBWLCUE> zp%Cv_=e!&HwG4^yCh%!mYU&y}Ik|$&)f%BUgrYt9#&4#Mias7Mcc?E+d5C)mkl1DD zK5#R8q%BUU1P3;zA=mqTS=q!Udu~z9>Sz9zt<|$KS1vhHt7rF3W}v-712A{r*-!-B z$_mHT?NrUGhbqM6=c{_pd)U<^yADY{pwI*#9>U^{Y&Y25)!W;vxp(hg)}ZSg>B>aY zKqR@)`Z;mqA`vD?-K+>eec|B2ckALGqCy@Vx~v?)9#yQve#&Jd$<{j5B4K}u&l$TN zq4?~YX^(*5x7pKs{(Ptzc}3Fn<0BLW`c!!j-gJsuDT{4Z^2cOOmO^4<4gyNd)g>E5 zWK+k#UER=8a<}!>#aVjK&jfF;#{O>n_U%EePTZb!XTP?lrY7rFfJ5DWWLCMy*YOnN zaL(FLzu|Pm0a4|@eY<Gs`-)a6DH#B%Xpj9KP6q4|ir-xCriB=ymu4F&6oYV)ZryNh)ct{TUz2R+22}F4 zO&?;W&RV=BiC_Ng-XqV?q=i?ZV2gOm?|BqZO5KKEBQul23@v)@OP6ii&Mg){+Vb?n z>+?-Vw!bnBbH8OgDth;s`Io2neI(>;zU@fZbaTytZ`Yr99|UBPv;OLZz-wY9Z`bsJ z*V7x)p7J;t6QLu^;K_9D47 zDTS228oMGQNw{)5>r!pD12k)1oVlpO^n{ns1u20Sg0Ctnbcve*Cbb{zI1CiB7g1~k zQ98+W$Z{0v_BL|bmA;&xdCPArduA`&Z21V3PAndFy6ulEGH1TryEJEcETWTn_4CJh zzWnhho?7$$1=k|0%2?GsnkTsHA=WddPT6(?YRK3M1J`{xlv;pe$tT{-1PQYAo3moe{_f1a>s8M! z;%kaGO`mWJQ7#n53udY54 zAhIu^p7UmEHoj<`+O73%#gSL1%~>Yo=;&A&s#rbN^JaXH!YSTO<~NWqR_p5O5_N?A z{drw{<^vRJhrzq-N2T)v$e^X=lto?UVLG0tDo2G1XT>6AU9E&Na^XSk4)PkC*2OK)SNIW*k(n~ZgI{W3LukzR-lu-dFW3cHP zt-E(UNE!(_mRPC%ST9*V+tUOPMb35bOoFMhCzK$JV?&D;tvQ8Kob($^`M$u_I zbIzQbLJlpTwtj!>TQO@x<}uH?4HsrCNJ6S7=4mL&QlK`nq_CUuAxoLFF-LQmvv8!p z9d_KYWzwgPfs43?Z!bWR1IlA7%cDTnvFlE2Wny#z-~pj7?Bgh;ArtKWK_$dX3H@|? ziI*>50{s_WxOC|@c4g$2rtvIGwQqJRU@rF|7+#Bxj-J8AC4+sU&YI_kxM+g=Gxm&n zi7i%$qAu2wQyDJ)uO^`WrA29MN?-UuvaR+IY7eQCvxm`?8$bJW&9dwMoT zYlNvkE4sQN`&3O$O-Jr~KKZjBq%EpSiK$UmR-WJ-@YzE0S1KC|0;oRp@%Hwn8lH$O z`otOB+$lq8wWqdIaR=-~YcfGPp;%D>jvJhpG2fypsQ@hDOCoO&YHyE^c6$zf4jz-2 z?!+nC3xafS)ZXB|gB_LoqSfzyK=FIW_*6ZL)?nmp$1&Q>9PZ+m$>F0bZSW1AU;5 zcn@}GO27Ejp<^gUmu)=eb)8rKR@=TJ*>0u)KIh3&Cg(bs{i9!%!siWp9} zwmSIe(0xP(b5tEeZo|vG`rim2Vt7dp03hsP&0He>2!+XMR3jr`F(_GoNeQuNEK1Q9kCi=N^}R?mBDNA%G&Ng&?-Y3rr3b?!s@gsDNngA6W1yoiypsM_MLZyn05^h+R1jbR;@I%O8r0I!ovFD;q) z`L9KS;N86<{TD7wxeH1bT%_5Ez(&04>v1EW&$y!-NJjD=`#U@pSsabnpfhL8V0KH= z$INa=e2GzdFDmS7%mDirVBfdBZ)ixP*_{5?M-V*w%9SezjoLB>RHym9e*fh6=;#aq z{M`%1)QTfKsWW)#b^k`Oz{T+S$u9z_jAf5@q9TKvd)lOYF;u^u4TL&d z^|`EfgJu?H;(`wD-#<6dh=Xwl2|;bGPV5Z>kKvPwpedM9Ajfy{^y_52av#kH*X3R z-jUTpsr(7iq#xXqh`eE%?GNoIM`f9sh{XY&iKxssS=JnyvrO7g2wIUDa$(goqqn1$ z^NZ&-Khb<~QaAt97gG*KYeP>%E5Of~^ zqQ0*eWauq%{k9ub42FtkO6cXyc{M|o!;rA>)DGX4GQI9GHf%~u0>1Mz-qL+KP1W!Y zN7}68?tw?1KN0NSoccW*n4_2=Ey|nK!OyWiI!}%smUryZMp@OBe%;S+?#|u2*8yb? zKCjDijRU_#xD*w5w@WZiT!TLvs;H*ov8lc{-mzOX&^ z-nA97nn>Fj@h1gGt*14v{Dctw_(+O)Wyu}X09r`e-J))<-@GY6Ss`oJbR(pC{A3wu z?d=-Mqe;Du1$Ks}!jkErpZdi)7+&^ZAC-Q52-d=#K1+G?=8YMu?bxGfz3yUc;8EtK zY6k}goo(A*O{^@VckU@*-E-&8NgL(O_8xp6xZyOwcH5U{;X-C0OJnttW3j;(&7c2( zPtm0XJ9}^pK$vta5R~!IEQtDQnE&XtXPB(rE?zl%KU6N*=O_+X#?n`8zUPTbOKazW z_6r5J2UJ{#BuSSCNRpuZ_L~82tQBRPuC?`3B!q>F7f0bq%k>YV7#jdg7S)Q{>+<{O z+vGEqlI$dG3_zX(!@WNOQc_X~*#q-@IX(vdC5{;&vP{-C!uH3z$a7O??O{O=xxZLU zZw>PKJFswskpXtTG+*`c(Z&Z5{KA8e1D!DBzHdE)aWLKK=L7t&BhZ*%$?edA0|&q- z1Ysl9IenjVZK=dIe9&jqk5Txtb+{^sLO0!cEUKUDeAV)vG0!7p%rE zjRe-LWJ{Zus&;1$h2Gj=_yk{m3Yy%th)O6p)*}SS_VWOW-`;HX#L#1SCn{H6AOgb2OidI{*m>b7wOa6? zDl)pWhY+OMSOe^Sbuzh%nO~`Q+Q5K z#i6rG2Z5&yOWseMtit3*u%So+&vTTWdn4R~Q7WQX@%dW@b`8UJjG?l$Dmm`TLeU2) zbuMb40jZKO`Fu-I?91Lgh6j{i0}d~mJNI5t(9&TxTYhhb%Rnqx`bVg)3LrimuR8C- z{ihJh1q~2{pTY5wn#t5e6ug1DrZ8A)H=gHB>`#L6Y=w}`RtNEShz`Q+!{>W?ti=u| zG>*4zvE6}PSOScooo;W&)NJ|?ylCFM&BV- zY<=X53S{y|EFw4qDzA|DwDA5-IKo*d2?s-pt;)i8b9YuI?nZI%p1?T-I5BzJ?5E=| zp&GKlKPI8dQ|$X7RUn=SHhqNMoihMBn3?W8%@`YpHa;M*P;KUG3vka>8IJMpS$J6Q z?#L!0ti}RcuSIydf|GuO0%)s5-QKy?4es(RLc_v`HZ?GGT0A?hRmtc$cZxi15K zrwLA7h>7@FO7Wq+{j?{QUEn|E+?ynl}{Qg}KVaEG?Hbl<| zx>|^my#oVfH$=5qrKGaD{_?Z*c!CRJg@uKU+Rd3gyA(w40C<8m8#nH!Qjm@wzTO?N zhpT=J_oiSzU4YvkFw`8*1Mse82vjMoOtEn-K&d8_iA^Zs^>aM*iNkuj z%}J|VAGHkuY^d!Akjs8RFF8>UK>jW_cRT2n5|G|8*mbo-g~t5u{r(6{(SUlb055u} z*7rdrIls-FvSiJE6>>@dS2=ur!9jdQb&6F^ryElA!RKcxOH*x(P^~c`c$XuNP{lyB zB<*Qv#nE_G8;FsSu8eMbynT_VW@Gkqz;=P~RbC3lIA{-{Z$Mqudxru!D+@Yb)zjnW zx%dfq~e))}WZcPd}MDy;tETrHS-)$!|{9Ya!4&qo>+bKBb7_a!tSMIJ@ zu>sU$KpW;MS-;5&<}35j>uYvlki>S7O{xU%NOk7#Z1P`KZ~zcJs& z+NI$*eW-Je!mD%;;UXE^uU~XAKJ|sZ^VdoFklwUowME@Q8W*VZE4n1*UFVGhn9|0B z)y2^y){2VRZ+pmfRr8p$OQau=ItImWfx1-QnpLZ|jk1Sy0nUUcFgnUlX~?O3UF29( z_{x_mB@iQv=Z~Wu384I?8cqV8$9kJADieg?3{zG3<;x*&s@)jvCm%9wQD!hT@gXa! z>>BfrhuyjZ1hf`K_ZSstC35^Cz{&m-o~s*Ko!~e212__yO~LJmh41aguFLR{<)7k9 zReRcXq0q$6$;yXWJZK23lopn~v)jnXs9Ws9Y_3$cb645dAo;E;L^l02+ntmhSY~v7 zAPFVgHLK&yH$8bjea4If_V!6cp;)!oW~7ik2|)N=Ma9sQz~ME|D$nR87|+-`2OxL+ z{eDvw92HR}^W)h&O73z6hyBNU`}=Regp}KUy!bCHtG?TpZyzFhlG$4Q^nS&QzNx8O z($dq{f&j9$W9K{?LEt4V>L7H_8^E}1(OO%`MH=1nu||AmJZrt+$kD)Glp>;ZSRfVA zDIq`C^_!9LICg8-tXWe~lD`2^gM4ZzwpbAWG!FqQXcHhdQHnsktz>(nw)xf5U|ye{ zHEGhMQt0B|YES2nyElE{A>Ip_5eZ`fJH9kL?fM@g*kY3BM%Dv40f(jnDC+Mz_}-*S0%s9#`UAh{jp@JR01Y+3VEL)oe49!z9wp_VNY(F@(?HAT?GO$#2oNHq- zHPYW2(9sNkr{CuZ7#bb$7q}B-x;QgG^z;D2(?WH>2{9|#qWU0oml5#b z9erm&MdR;E5FZYeo;W*Y9O>gADhw!W*;8L(a zj7x?%fp@fnjkNz&uDprDDXzl-&IYK-u`n*^WxK%{F`(-j2HRi@t!tWHGY-5-)~|0@ zss73y9X#S12F9xevTt&jFb|H(E}y0MvF2-lMOYEgg<8{^LrZY*e!x2xmZI{x*leq4GzvitR9 z$7vBr4w897&cX%;peUrBdX9k?XvechkjmA+=8GKtBw20WLsxZwySLn<4D2-`)KGCyL5Iy>!KWk?1B+dZ_yl;& z_X|I^(wSHOY$*W)Xr`yJjUgfE6yDw>T$}l*8AXK-*e}+Hz|B?$>>T%h3x+pYRB40p zJFsKNjw_=Z^wT4dFCQXr;{4r8FfDq5KptaRn||f$)qoqn^G#AhA7un66W zbeu*}Gr2$!>C9bO@3O!ZPneW5@8^vpu(yeoDHVXZ@WGu3Z{D1;u&8+9T5Z+p=N2Vu z8?tVEOW2GJFk^uTX>hCvC@t+s#11X+XFY-YRj9olMxiUpS0C)W3L?fx4y7zu4dK=% z>vy{o^ViqN!_Px-j>I#_$F0^{j$umfNnojPMD`KzM~sJ75QQuvf3g;(>H&bk zvS$9^y%rv#i-N3ZEJYyGW%?pXjL(F;I#ZledDZ`qbGPtaQijC*%k3 z`0|WCoTAxd5KGTZXW>jil2{u94n_|yIO5}xeNVmc;u!S%oaO3BwhI&%rNCvIkk5$E z;Ce5<|DIR&?_RYDwQaONfHYa-jNDhR$oowkILeR!p)7V+#t77BI#yKBx(;=fL5bJ| z@2#slR8vi?Dg_<{V$p&*zv#g(!hw{4Ng`aspvB6Hk8%9YTHy=syLO0$Z zC5xllB+(3uP2?Gp%sm3n@YIw7)^!vGzzUU2l>w0tfY{G`iwEjYY9KOD74PJfYT(i; zObG+^5Lf#Mj3Fd8z^k)HLE$J%JH=Ap9pO$d(c~IoeAGwgcpMX|9lQ!eFr`C$hR-{m z_MUt?P^QYR{ukHIoxJGE2c+)uH&XZZkGqrg8_%m1tiR}BE6m}@ThWM6vhJgxa1R0p z50IAcUit9_qF?F~pK}*89CE^s*>F$qs>WJSL;(60FNoA0GJ17k2B9&MPxw84Z3R8G zmDPL;b^b1V7CGDxJ~hF9jl+psF{W8qt>N`ZwK{Nd~MkIPi+>e zGZBf4Gp2lf^0a6Y#1F5KPgbbKR>EFJse(Kh-rjF5_|I@gtTyriBI!rY%ZJ*GI=@vP zpjG9{bb%CW8yiZRU~(P@tk#HflzqXA%07Tp^(9Nx&)|bOmv9L2;5}6Q!L@Q9r@vpE zGgS<@0FcV&ITtRtXS#ss)5-KH-11x8(o6 zl~&+?XZOy3dxiI2nk4{q{|UBd^01PV57k8ptiU(@{QT-7shCZj15x#>C6tXlkR6MW z@<5PCke>|fQ3BONIA#6f+<2+VTFIk~O4x^qIR`pcWubFO8b=kc7QDNTwx6{;PuKiM ztHazhp*)xUF_}|{N!%BR6yn6~pUlQk3yUQoaIH_HnbE<6O(BoJV0HfMtHN_cT8IS{Ibz(GkZZa<= zC)T2c3nNIX#Nk!%E~am**@ZBL_Bc(P+$fDOORHJ4W~t?zoA@h<=qY|sT_BL`fL>4x zyktMzd-7yas6LV}fdycU4xchr7U5b5FB1l3KvvRSNDCssXA_E8)QXrgI0RR?dK{Py z#*4cd@vbT)jNx*j=$~%+bf1I}B4H37)}q|g%kjv9ZRIgAw>bn*bEcu6WsH2%DuU0SJ68&W3luj4fFzCQML6x~ zdeq#xV@C`5sgGD?ITXFw!-6S@jB|j=U#jVI!Kj=@d0y}_poRzGdhVOouk-8c$FtiI zw)6AG|Ll2a_0~EsYr#G=8up44g>8tCD;4NNB%}G)M=vyNLwoofnN|K$0 znCPe>T_te>LkUc_tK#v)hKWN1!Ax%M3gofUdoK&`7r|YX8}N>SDh@pt-~Tt2=!F);W&Dk-ygD_vsIy6klRSaj34T0;=zggKX0eU@Q*-4Q5%Vz zlmqhdv?y-kr1D`BY^i zyRMUy(?cfX+VF~YH>2P(MyIQ4m>hFU)79*(28`E8XI^TMOvjcdIH4HFhTTt`RA8JXpOrJ%k^ z`2ZNw_AUDdI;(ZX#nm$s$c^-3`)f1iO8h6#wtyS{fT8MNQoIfMP#SsMR18QKugNzH zJci_d8locAiFqYimL6~w>x}$J;U@dEsn~xCY&tn!7IML8pUHUC4itV z`sY(1<^^u_2&kArQl3F8mEPNWUOUIb{U7gEd#W_jB1q~r`P?ABf_YrWtKhUB@?8n+ zTK~9?NvaT}NZbQg*ai>uL6AQroKa|~xj`H2>*pUyj8$YHC;18`_ty_^CeDEBmQ7xF zw%BZ=n@|r^dJJ2fx0#|#zjf1J3!$PuO8_PbT~J_Xg1-+D_MJ&$Wi$xyzdG%kr}|MN z4y5HLDA`xTnK9?dU%T&HQiL^f6Y-W82rV;2ZT0k8V4ER7`J*>Ic*!e&kPJZ3;O-`?(jRj3 zMAuIKhQ4wz4_i*#&>!(_!!5wf1{w1Eo#ZVOuUZ+6oPhQc#94JRV1OjJg=2=OD*rEz z84h_I6o`MshDrGdB6pK%KQp*R`HoB+S;--XX%R^FdKqUQ6O-E0)1w_W^b?w3ebK}k zDop8G=LHJs5P&f&0+Q60aK4F8c*dS7aDLjH356O>A*bO7{unz0fAwN}TXr``u&iAa zp6fRsJ$ki5W0$xS+_|R@dD6e9YWbX_NB2T<$bANF zA*nX{1)Azge&T*FMVsBenFFAh1aYgQCz|A^T8%frsp5Y@ZLmvH|s<{cUps z>Ued01iceF&(9n_`SH$SG^jyJO9FrPKB;ClgL@6?I^2Z9A+qI=Bn&IO--PK898Ed7 zOdcJ2CN#QQ{SJ|iW-tyCUxN;nC^#U=#!iVyNEGG=k~YbQhw}iR%|WUQVGkqXNiBt2 zWh8;eXs^qX&^kToJAyD)MAMo8?L%oi_I+8W%KkE6(=?%sa!mHSpW=WKNe?D>>lZ)7I^5(iim(WL@{J$Yx~ zpck!F0{cy}#`X}b3tc>1rK?-5d_E&^CBvdlD(k+sX+2-R%}3qj_ZmGfv7qK!ak|K4 z0dt6U(y7nJY=jP7sQ+o?Jc6^7jH6_gMvvnY&+$=R_|aJr0HQxW-aSI!h~7<+y+QZz zB}dW@Gx!)ZtHW={{cRU1Dq(EKX#gzh34{&a@62=_DE7zO1!~ z`U`>d)j%uXUJ19FR!I&8H`??sUdnf8hC{^=g~fS^_|Z>T^MyP-F<>;AEaEC5zkCTB zuz`UA)~0>rAV4gZKHG6MPCKWZEtH`8u@k{ zLIWWAEVwM_Xp*B{$$dm<20se}M`%(>+#WJX_??@*LUOQyw2A zmt8xp=U##JkQZLY$WN6-z0tU1*RCi>3eJo!hN%ku{QpC(D`3``?@w`%4kap8WUo`` zmrc2A1?W!}Zp4NNbPAFCno5Z6VQ^Gq_p1VFz?*RZZf$#1FG*E5IG0VJW51;1xzk90 zAxRipF&u_RlCw~3YF?SpSIIAmb`&bv#Ezztl}Hzc=ni*)*2maQ=E#y{x1;_hGBUsl zb?{92!b`D8M2%i!WLO(68e6l_?kIumKLNoAtvb+)bWId zOhIGgx=p7(y{Kz0SRGc1T+#W*cdCpL+*XVz?Aby=hEelsX*e9v?RbeckhWHbE^-)} zp^l&!_ylO@fFUUay}=~j$)etwhosbD(olqt1Q|dLTst?Rny9$4&-v?L9-q`VRO*oJ z6cXgVHtUmabtR&LW=;UnW9T-ROTExq1;Yldwk3ar!X}Gwg!<}5?7#gz|CqEnhvfzV}lNo%IEL-(o zjBd<(=-6H7(p#`vC)4TYLN>DHKESlZ9N%l#k{>8AoCL7vH4vCHzK=m9K#A})$1vSK z2GJ`T^h;$O#7J3MGFEAdm0|OuSq!HZ;}$6apv82L;U7ytL2WMcK)y~I=UfIOIM}$W zYo~a57r`F{NF;Xg(xoUzQPd!7a;N!0UOx@oL;NA2cYt|4;I*iTNZuF-iPW7slgcxy z+u4yJrZd<>-SMA3?RR!@Sqof8aMS%i0rb)}GZh|!txU!+3F<-0QsY3)4yk3mkq?m( z2vut&B{dOZGCCDdcEN6!bWcuTRM?O@ncZjr#f*&@V9y0Ad@J*ok`ab*ABctGj1^!LZZ?R& zq&No?lXjMi1321hLjY@y?qaXmW>{V#ZFc$cJq9rlhdFAPP>^B|$Y;!6ZbWVYkd}sc zGRdiW5zzp*pm(=Z5kg{V{tL)h5_v*w82;Q{0!=PwWMwN$N=jD#WDh|VIx`O92OHYP z`Hf&BB{qP?0eFwhprm69e2~{Rc1z?z%8NiUdgIy30`4W1OJ%1wRfu^-%Ez0Q@wk8x@C842}$SoM4l69v31-44pF6 zOS7f&B;`iXZ-YbB8ii4JWG%$N2RTncutJMDgwCg7LoWdQ5JeUfRY%UGwvbK6`E$t& z2iIfH&?^7?nEA90bQ)KY^BT>FKYb(sSabSu(A8KNQm1`Sg@dVy5HjH*z)%bZivtyq zeqPYR=%OGALFN$vWdwjb-xLr`$ZO=agSLN72-+v8BM)wP95{DYE4plS5O>m^v*&4p zye4s;OiU?cTftzF7%m$N9~-9^t5M_J74TAMgyUlq29}W}0QveLN;r(I+GkOd`nj$d z&e~7d)tgYA+CN(O(Ke-GC9K zjTnXcHmt)lH#SJJygcDU+-Z39=)v7KIE0W_3=)}KB`8#NP-yLk%t7-%;6fMUU3W3D zrgLBvbTzp<=%D}IXJKBKnRbbr-}0Xe9?#K%Kr)+RG!H4HxSOYzxkRk|!RVb%!_2Tg z!c4Mw**E6T!(-1^Qe3%mE32`oDGKHNI>et=&DC9nSx4(>ybqFs$Qx&TL)ToQnY!Sg znMY1Pth8FX^VeZKI=Q|4=wKB;ntBhL#ngmR5W+F&2MMYR0gCl72oKv$h>5WldnBVgznwZNV7 zs?+SS?r+f)_Bf@k7>zxRot=;2>oY^N!{=uINSwt6nQ`p#-%fMK8fA<^YZ(1= zo?t)v3EF|t4!|9hrHGLjAoj}rR&K|nClSy9b<9PRx%nqhZq0o#oUpEMMH=Pm{QGcF zkg$)Poxf!QtXq34{qETg;LJocPD!E3Gq>d&Vquvrj^8LSneK#9^9Ra%bBz5Q!Lfye zC&VPq86L!NnA+B$;j#7TNg$&LJs_P1Xsad7S-Me$SO}QHA0hXyQ=2L| zh4@$}V+{N|fcGTiz!gpIWFU%vx8XMD?uIjH0F+}K_6;?v3Kd{%1AqXHQ9*gaTka3_ zin*tl>#GO`%b+9%(|Q*6sv4yWmhj7?-E3m~5{ryGplU1Gp2WJNP651+LOIBeLqkEU zrgG25uT()f8DoURKgF)x26toQM*aBjr*}D94?qaYi^!H8Zu|>!Qnu z5dEum`7a`82GwH!TPDduJ9>vH5EHf%XXjQ}%4sf?X2)_K9#IS$Xr%r^*D!337Hnuu zn8a^jb`A)AH9U#L6IzU~_jfQj;9A0jf%wgJPTLWL0N64pr;)`LZ2qCxKFWJEAF2Xz z%Q9>+_$LrO=4fK5f(eCMRPZdR95Kt1W%TS{<;BR~-_=yzIX(h|H$^ryr^+XRA5yHe zda+#kl;5;6!N=FYq2u9dqsG=oHxNYFHK4daXYF;!hSMI6s3l{z4i3p0A;_n2p~T`t z;?TNATo5c^z!p_Wbt@Q7Yv!r+sMrj?`~gcFOEEPQ14fo<`zD=@ueW^r`t?Ip^^}HL zW=JY$e>JgF>OF`wG;nITm{c`8!XFmH&YCnWfH|8}@fcWuz9CjyCbBH4vk2id+(w&? zxvYoL^`MJRDff!m3|~yK<6CNGV=c-A9N^*%!s1ZKyt+?iSw@9b3fgdVPzZzH)Y&5` zwsGU9hLCR1O>5B9gQ(mBOQ{a*&!h-`3dNK^K>oFr&i`owlz20Mo&sGQd^95^-_cWM zD6EB|&k*?R$t^A{ik=q`jOAE`XQ9ZC1Hc%wU2h;NTV$RBJrv9)j{ zQr9L;xs4bH{2_lJ5J>ONX^a{{v<3ZP9UrJJ#CMcyne>`BO33%xm^nkdH^g7iu=?t8 z%gfUOtx~wrMMazn0D`Su#^{h3IR?RLn{dC(KZM*WqN`gW#Lk5p8_=;iCI)#EeOEyd z?r<5Al1)=EF}tNVyM3zH?nN9^xGyBhrLI4k`jp@?GB$O{Q%J%3V@sf_iN`I_wMbkXlx^Y|xDuYlA-n#vK`8jEtZIRVqtVRGEj8_B=O8{~v zw}Vj3zs%#CHw?@M!-Pt2A!IOYb~BLPl*-+MF)*VXh5_m)K-X~P&{kNJVffd}@rMFS z2S>I2{QDh%W1yE-n5szL8~4Z^e!#m8C1Dfw_*9|}bA*O%wTD#aO2L397}>3NFid|2 ztewnIoibNJrTE)dTL@MJ&!}1COvN17!m9K zDFJ~Lj^GA!%=qfRgR!;h>sOdu83kWSX8HG@^nXZ5D|pIbjO{{W#4$R6T3*T2FyX%? zcb*@IF|Y|u^(f8p^n}==rlB}MLz$wH)FU0u=*l(yS5D5yeg{U{jp)oIn>+w3TDGL2 zT>M3ks8AgA%Ame{!f_xyxH|FL&&W=!yZ>-6qKFa_m64I@oS8LwMum8E`$&oAqe3)_ znB{(RzvM17`2@esvcY-HPKSp4z0Z#Oec65Ig1eBIuBY8-UQM;>orX#IDA(gK;@}^{ zF))xZVZ!T(<{xG;ACv=;P1|Owc26pP$L8+5b-3&Ps8HqZJ57K6_;!D6A^wYg@cX$p zVwS+n>8Wfz)W1yhrL3r1Zp2CwrjdfE3@tpv{QT~br5cUgq94z@E`jk8V2e1IzXUx# zl@7sF-obehmqsV2(V)qm~ayc#a{bj{qcKdO)OGv$YDn*~eu5I8ehhCpX{T#7@tk9lLkO0U$Y+ zRs?gJqq+GYisris*YVt9(Fj4U@AM9;xnTZ43!zQRlEsT}85_1kSYQp*k3irouC?Ur zDnSP#p)FCGhQSiPN(~zTEtv42;AG7T(?LWHSbrMe*9A})!w&>NB~a@$vPs5wJq+)C z1ni3(afX<^D_7F%3v(4yG2<3bK779L9vbck{}%OP(6Bad4)OvUu zw$|0vQMV$PFY~e}fx9c@>{Y>8#wae=TpFkJ4x_JWrUsOZcTo0FYS^}9pv3TAeH}td?eTPUpAL4{cYkWaXshv| zzw0uRaa>@F3n)F|LsOTihZdZl9`-x+aL}3nH0eWH|M;cRTN6Y@0_T~b?+`#?zISYs zv}(o%ltVWTjpU@}9AFbllr+5&VP4h6>PQd<)8Tn94p4#)tt#qp-5RnK%&B~QZ5)u+LLXgJaAvjeZuYv=k z3;>S^JTR!`JBZvr0N zY=D8*sB%rPd3LcdAnxdu_ZSPF?To3+o!tPyp4HCe422uLE7g)|0w#{j0_^E#)&~M_ zRvD1NuoqhS0EfL<1LzX^) zgKiw^^le5T%A;jQV^(1kk5YXcu&B zt)p+z{I(B}w-6kES4Xe^v^x%&y%^>Q3acu@r3Pql7Jeaum+|;>T6P*_$7O+Et{_7) zpOnmkyrtqVU8c-NX%E9y1?mWrK*7FOqs@oeSZ#KSu{TdTF zHZonoeIT~d^jpkaQ!403rL`85h2Uv80DS{o?30YDTljybt-|SVZEb7u>j(g&hM(LT zSQCWh00+^Z%dOm!SfpeZG>CI`ib#9R^hTJ72bvXKzkV-^CU7t}7jYr#R@bX-);PTZ z{jHcckzg2F4APgRIw+%`pd;vDXa#0=XwhH`8c2bG`v7()DF2`rmSFKWIqH?h82UCe zVV7d#MuAG!p&1-}4ez}vuCGV4g3wLG`oIS9LX)LPoTfH^ zJdzByAO9qjfOJ5qs|;(q7AgQv;!TNNI12}$To0hL*$h#F$`{fDQI+jUAC}h#g-g^Z zSjH0Q6$5x`@^05Jvp-;*YBfAGGk0_5%+&bz%OO_dVyl&v~Bb{3VqbJ|(-q*P{cglFc|#1ovHVyI3Aa|6jZyaZ;#l zxIky)r_RpRr$Y1FZh8UQwy=87mnYZdRvS+qr4SP>I5d#UkGIQF?c4^kN1+mlTt*zi z_YUsVld44g*H^;#QnH*f`0O_#QG=5t29q-0{qLX^VWyA)?_)>WAzuN@=Lk;r-0v2|nak=EjIO%R*0=itzb7o-l6wY2La{ut6QXm*q+lL3RWA;VJMF5~j$wk4gmvI&}_Osucsau56 z2|+C0g`@ZMrPiX6d$Sh;QAAj+F7uB0>k2UXaFa8&2rH*sNYMnts8SO97cFH6qrjd6 z_;!00WQiz6Dy34I+#qIFn z?Gw7KL5H_?@037~JCUDmb4O0~f!wnbUfio)@}o->{2DFlygV0r^D>0PkRHOE6FRIT z1{JfN;%Sl?(ucW3Vzm}YYTQ-Dq>b5hSp#@C2?r0=UCDI2Dpw@)2mIZ!Z_l9TB;K3y zC->xox%1e;RS>?;ePHx6J;GvVC(2AIvJy5Vy5(c>Fet|8>dEA33kFaq-|8R zVki)evHTH&T|eFQ3I6z@Im_6W^AxWkQ3Yf^8DjDj44QEQ5Osg>cZZ^}{(d$7Bxa&c zt!b7!5#9|dj2BLdLAy%EZabFG@)={Xeyi8(g%+Lv2UpiJ2&gq*Yqfd?OoSv~#4ypx z*j{(B%09f59T=~$B-3O2t_9ZyqHRQ^bjleB@|(^2wlLvS$EU;Rea6 zW0kSrnjPD}B?072Cehf|E?|S6Gm;17_v5R3kM7dnbX>bL`H$nn3hEkH2CC@8hVVi= zqZhGb=AdyAh8#rPo(ug%q!VPBbnkjZqBJh^9uCWrWDeFqvsjGKgk-_H_zu*k;r80m zFJ;yzhLL21<-#Vq#Tnr=tx0G+i&g5Tf_nGiufING)TpfD;$np+*g>Q4Wadm`zME2Y zj~Mx+)T3Pd)~NO`cHDRj29mhmy!Jcz%^5XgG4d2<4=~=Epq$S>Vzo)XNvdmj&VgV` z!IDYHTK<=OKAw-nT36~cCcm*aP%$umb${v}M7>fv$`w(LXIvV>>c=Gehk;%vLJVkA zu;@*m;Wwc$Hm8!A@6fdsOXeJP{j*aKwHt(H$-O+phQQ{-{mxjMSRN(91||&%uq6b{ zrZZvGZEZ*x^Zr^Xzh#@*mS==kfO`SS$p#;G87oz|#i?1TLn_&YR7a31F zb#3b^{M{yU_V4MS+SHM-IL1*Q@(9}Z`1yQ%+2ov~SqtC^3VEsZ?}_^$R|=sCzE_1f z@=@|id*?cC%mZZK5kqgW9x_Sfbp<9xE2xK@Wkd?05`h&*A6h5mp zT$6_a#66$F_{_d^C9$wTAVAyuS4ZEU0j-V?RNfQW!|B8xh8|v1ynFc z9y>SfOhXxy!yxw;YQ>V8#h`)nDe%uReed`6Z@ELTU7-&3S^t54r}f+Cy7!vR<|_17 z=>$<1`kzvX;_a8i6f*H6K{O)FQX2w_8dK^Akln^JyD?sY@-|Ia_2PX6-ln?r)G_wQ z=V$)6US>pC8T~lST4(rTY9{7zz_LeZ@M|54gdQMfkfvW;C0`jbBm`6HF)9j<5HN!M zNJoXw*#=2M_{dbg$8KNyd5-v+%MPbdC?RObw>hPE3^vgcm-arYr*~NlwmEXmJpNfA zB*OlY7%Ln_to4PZCr-G6pYT&Xho!mS)Y>{WD5yN5x~q^GcG3hi6%Vl6KL{y%)=gVypaVsg46CfG19*PNs zl9(=#lsFy{&~@smpDEoYsLl-*o9@XP`zU{izqwYcncIrOOITKz&>v;166+@OHE z*ZU12U~_czefsG)$x#TVHI${ZIc4WHFr!I`ee^R2NSzz!0!KV5e;dAA2UZhc23 z9I47xdHWK{VFQ*K`xV0P5QH5+{``(YYtk{gTkwvVI}_S5jD{u*YhlI6(>R2PNMVTk zX>@w)Kf=!VA%%DfF=I9@7#V;iHW-;mE&G)xnMinbg!3Gm`8RHK*8`Z})tGjjCqHJS z-+Z0S1k=3D-glSu%%NUMcxmBiHIY-qrW4?<4HF>Ocv4g=@$P}rI$5QjG;35@@12EW zX{4D-XvG*|w9KWVzZV7Ta2bVTlJf9UzofdyiOS%FD92QPZp@#Lc>DpSw9S{CDvgJg0n@UDD0ekQU%iB9Z&p&x_AHMMUaWP? z9BR;4PJP!lUXGz~14%re6a<}Oh0b3izzic?mtJCD6YpjNy2Zo&F=F1}!UNv9W5-wa z*L&x7QEux&9@2P!wsSk-(*vou;z_wfHkp4uy6aP$NmUAmoCZ7+^{8r6 z$@Xcm;EeX>I7=x(EdWW(ZUhdIt-Su?hT{mOl-}MoG8K)LpGpT7 z7Eq7kZW0HJG%7!tOBf7Kp2BmU_JOtkZKg}{Y8?3ZJeW^-K)1oqwD{EnN9ogN5Y{t@ zfbvk`ycf~?tHvp(rt^yG5uthuI0DLWwwwE}cm!DD12>j^Ohs(DA6PJlSiU0rr literal 0 HcmV?d00001 diff --git a/verify-aggregated-vs-all-shares-100.png b/verify-aggregated-vs-all-shares-100.png new file mode 100644 index 0000000000000000000000000000000000000000..94f5e24781649579e14c30d683325dbb16f485d3 GIT binary patch literal 31578 zcmeFac|4YFyEc4jyqi>aqY}DPQc6fNYmzIZ%tNRQMM9ZpjT(q94TeyeNs45q;YN~_ zF>@;ORGC8fwq5tLp0%F$S?jmn_g(AzzCYIU`}Mff<+{%EIFDoBw|(2TeRui5{=M^N zub9nXFy=88cB?WNQ+XJSDcZlyz;}Y|&syV)xa}ToTQw_FTZbd3O&H2YY^^Plkus7+1$ zUekW-2PChzy}Q#@miv;KddiY zy!g7fSb5Kt#qa;Tyr}F*iDzc(o%gF4T=KzUR`!mv_}B!UWchflMEmuEnhyfbo;z0& zt-`%A(`&1M?h^$W85xdxpT&Fj?1^>gZRjYE^{+{_5FA^2ngt>p5mir zX?p1uk7Y01e}_*w=!Q_pzL$0BHUlr_2*&KWx^$!~x#UZ8bL6?1^E+_m>;snLqXJCX zv3~!N!S48Dp-$`cNBbKm#+mtPA56)>B-ubM$<{HCfh8FE({r)Mr#E2+v!&Z7WNu^=(Mm$x(-nnv@eQ-Hw1J_l>)XrzgIlaSrxoO)O@+1py21G zrXx61#yMkydR`JDrf;^e-e5(QQ!VS2-rf;czQ!s3Mx;c_=o+_dXiEw2AAh`1IPF;f zp~S2#Do{0YABUKjn7_1(ec2N;wZ2-bT=6H@Z8^uk7YRn$ch}?>6&0yJ&=xB0USXt! zH}vLBb{Vo%OFwP$xw|{$sI|C#SAf%C^)a8@w{L$N7!Xa+OWh_r@zdrCpQ>8)e$flF zmk47iqmIA7Z;DGPbYI54O2U{o@Uc-r(84wH0q@=&`26LIan5Luq|uuJ|0nrAD}%eL zlUL%B)S{FE7ppW>B^p|7(0p*buCA`D;B9o6dr;RG=Y}jNy0~>bJkQcHGlT!wb0vUn z>WlzvO-a{_ViTN}7JNcN?_Ga>D~PgfFU_y7uSeV~mKyC!Zo%0zbI<2bS&2vHoj#td zGBQ-$8PV^Q-S<|qC3~nLdBQ;Bf%bcghAi>w5xu7tLOv@*g~d;Q*@CCi^0I62pi>lGoK<9y(xdFUpp?t&)BnfuVi`c6Epwo#w~9GZCoVhMu<%L?eLk*Sv+`y zsMF1_TRIbSw_RPjN%+W-BkT5FV3S_j18ZTZV> z+Dq4}#i{et%{90U=_j9V-X~()cHnbYm&J;$$Ne5oo{!TlZ_MaScyYTQ*L$ct%?7{{a>eX5E=858g3CaHa zdQRu@(LF)6*^b}t)8S|?x-FK!eDdHc2#XwhYa8P*{?keA(cvBbYxc7D;ZuT_Y}5=u z%nAHC+{Y(*edLS3iZ^c`a!ZZJAU#Ozn!H6FQcm9kaKM8Tb4Ff2IFw$>DPjBSfkAdn zT1G|?Uzls@n=si%0mGa++qQSBtDoYanAFwRE61uvzR7axd&63*sB~_|Jf-8uk0&vN zkx}~){(|Y25UPUs)uICM;gUZs#(#XCUzX)$v!;;NV0@oMVNYFp@~Km&gc7s9U(v~N zO%IfGc*w6Bap~L8keHB=P^|k~kDuSXhJSqa_2H%1o$S+xcO{s^TP*BBd1b3h(4(o20w;Mhg@bad4F=^dXHYx0gox z`1|`8hDfHi*QCT}m&682*u`BpMly6O>gL5iU%hVZJlJJ+OVH2~f#>My*0(1CE{YM$ zjJ$G-^;KyOEM`A785&j=FH#_P(&6!$RWwO zwIoc8_2%x5bCx!~XZrUbZ&{16@git71y|untz_bpgxUGp7Ohi4$VPTK>YeVcNby<; zd23aT5<)+o%QoEP?jSd}&V*EiU*IzJPW)V+g0P|caOAFGgbg2FoVnMw)ys^=CxRy? z#)op*Ydi3;3R!EfB6cZUaih1=N;D9)${x5?7$_3`(thX8o!(fI>QpPkqybBI9*T3w zKFopSE%^aB5-Vh7Wfv`5c1$qSzB`Ej;QjN3!D5MSwM@1Mm!Tf^PT!ScoAa#rt!_OT zuT0SEHlgIn#l=;)|NAvAX>&wtrOwKPZWCr>l1iA2ba8iGTXKnv25Q{6F*Z zIFPyeu)ihB6(yYZXGmO+I8pVGolg}xo#MKB%z@|k8m_O|>wWdA;uXH~>9ZGa`S$G_ z`@q%3{6}BBe7VYUhfvE%$;K^P-nmN_*_22hlaiM1=DWajTaV}xl)7x~x^+Q_PeFE_ zl^jgds)zc6Cb9KrQ?Mo16lM)IxUe_lp^D&=TYyznPU$f#ALszkOrNuK`;A632ER^H z#LJ535%C9r$S!0*kUKLa3V&KkBNbx@`4aRVS@zH#{EDsr`0?Yxq=10s{%aL)88>!F zii-y#Ge^`E@Lrg+Y+FxHPkwD}tv8o+4Nz~s_e!z1j*gB2NZ7oYvz^0dFWC@aQJoYy ztW$R!K!bmrYofnQMV{sK*+;C)gsH`{lp43(i>-$AImmEL-mIUoTuV!9bQB0J7|A0# zZ65wwhHWC*vCPjPVEPF$mBcQYe_ zEr-r3f>9)}>xsN8ORo6%*lD{ry_k-7QlXE?%F60$-oJmpbJK-o{Z)n@KzMHKopo7) z`1yUOa;*wlii7QNREI=3l7V= zqvqjd;*2Pdo@4cQr#8MeO^!WT`;^^n_HVx(z~!f44fLK~=UTDNVm%)p-{@$tZz5o4 zCy+_UhsWUv)nz8Z4t-)x`Lh=P92;wHZN1&)@DY!jpX;TVqLNZMg5^N|N~`1V?(T@w zOb9Y?=@#|j5RqRgW~r3o6Tw_k16*Jk=fs?(XiV?d>Z8)k{qbSwBWc`8s#W$$4fA zvigy>+1j$aQmaiVT>R?eS0SILIkf9{H{3cWd_51(38-$wzo z5n*L8(3H3RO`wQye#8fZ0|)$ear=LH6Ij;dR_ZM(HuTM&HzlNI(5k^6H)`c_D^Yg* z$1eN{r{y*Bej6$sj}%m+BJ6LPzprEOKH2EtBG!nFq@90VmKC$$M|@&VP}g#tyiDG9 zs!qe*Lu5S+RAh!D+(+8^d^p8b5tb@&tpf-XiW%8q#dy^wBX2wz|A7;zrUzx}tx_d& z#)n(EnHkN!!y##9xwFKEgkr-S`XsH5To8Zk)+ZX~=J1*!;P5{bJ6W@psfu!fwQ1vl zyPhvgz5-RTY+G|}#DYXmXeJqb-oLi{#J*Z_w~;3=8!J#6MrrrrpkMLzRT&gp{%CgD z*D3P@BdnbHQ0ya4M``n=ERtrvMrs=$=}g?3dR^q$emYXZ`P=VU-;r`s#X-0E@l;%z zH^jPO{knDe4a=B#prMBj9ir_i;p(66`0dl;+N^r3aTM?sxgH(^y^V%o4=V8R6U7=F zci|o?09J1xUz-%N_Pl@pzOYg`Xj~*))_3LFZV&U?T&G%x?>?>l?Pb^=T83_sfF>KN zzw0EMnxXnbL{LTe8o(Cdi}&xh$w<#N8&k5fw+ZtfG{Y`7$D_N_xp?!T4>{Sj)s=uY zcAx&7m7t$l>0Ys`bd~h6wcrYpsx5R;G+!x8h!UNCLKnxx4tT`4**c({uoIo}j8XZq8rMtV(pQ7m$%LAdCwv7>^Xkt2bUO*4Xy?=ElJxrs4X!ACe9> zmlWF_dgM`oR^mxpW$!Xma9&!1I8||X$5bzqOov{3M@oOgwvIN`J-Mo7=HkDyi-$T$BMVw0yaw zZ4tOv$+&7GBF7!LcQ$8yP_`6P3I!+23DpymIYYr9-0|AM?tkO9#LljJdI#`dY-Z1P`S> znlfcdKWcf28{E>)>cQJiW+db+*?dSF^<3#g{Y+Kqe1FT{%a<;_!?RkozY^Dwa`^ca zuWkPOgRIzRg}HubCUr;K=fxcimlw`&`|<5F|6r_fAuBb-Lu}5xc@^VhqpS8`R6%;E z4XY}qbaPjZO*u@a{$6o#ec?^<_=$CO0_{&<1pDUVK{8dZ80KS*c2A6tCQ6{-JQ|El zYx`q(?Q}mRS_Rdl#&jeia~xu`o)g$;{;QTbY)}c6a{hFgZ!6YjEidnfqEti_x6wiI z^WWDg2fZ>)Hp8Z4Kl$d4xEjG0%fM+5UMyMgarI}AIF}dk#o?tAIDr)T0EEWyFc5)n z(x{Vo%0n zM@ZOp+(3O*pE+JB&ICZzxW9YW&5c_70f;M++qa_jxp4k`4EQ-#gpg5w3}SqoL3W0L z+ki%TMus_|#5e$mS01Oa5zk{EuJkrI6cknVTHWqL z^$rrJKAq3Mwkr73qC~|T>+ku>j3^-2(oL4|OJ(AD`3C27v7Pe3$i93mk+=NvM8(hF#gCBQL*v z`gC91rsX(-UE$M^#k{!WcqEXb!a^qCgX+x<8s(9S%d&rbx?1z}WN@f+2fvfE^9BhC z-Id!c4&Y=DponO!p1-qnj$qbZg#X=0*&1NO>^jQ%5f^$wxdMh!pv9m1oFAwCm~vAz z*sJ!o_u;yak6u6#{`pZDx9it4L^vW<;;?Mb^D=Bm%$)@$cHzQ>shqM%ldD86>$C}j z6YfH7h!0W5iW4iSj_Sp@lh?<}ygp-K)j%w$xek;iMCoGh(<({0{&;keeO27YkB7nj z^j@pUJXm@&A8A;P_2gvjw$TqsD+{W;S4nDO=T!m`M-xf-rO==DC+OdM%M4xL8zdsu z6U@K^UI+AXQ_#?0qt?Un@>n%d6bhElcjgzyyzhM${>3tE>gn*6tv_-Pnv1kP&`W*0 z)#AfD1oM|^X=wpefzms~-)5nX4Ulmg3BYP_;Ko0q(#s2oxa>6@?|TH7wpgWM|G{Q9N{$dz?K@>$>VR~DMe1Jd@V(P8fD=BDhwPPwZrZC$$m%%dQ9%c*<@(Hf=O zI@}s2_V(@D!FCgbU2|+cQ(#l?)YMd>x~SAty^}|DLe$~sXY(s6D$ZZH5C~8djK~rI zYR@I4{F*;64wdjG-6vasiSqOE@}^Cj7Jz8=;aJzcB=<4rNt&>w#T0?|&56Wp)3A{C z{8%%917o7{l1z)usRYH5H^xc0Zn5n?o>BntQy@s^mBGcgx_;0q#Uc-kX|D&4FsphP zQvLL#UQn2md2SI1suPt0YEOV;TLRG#M_=y0-n|jS!F-2!~1#RsBA_|ZUg=vd#EA9z-dp2@$Xf~@qqZ*l4 z8Tj7^VW#l<8ZTVA{+0Ps-oCzKFE7p$!Q)Jx$Z`A8stwe)waLw{nnY%VbU&|U`Whsp2SA&4{>fB)xc?^Y&kmAo7-Fa zqF(2z#bjBgpJ`t|(0zizrBruzIzwR@w_E>p-dIp~8O{T7nu!Jp^JRY?z(w2r#tlvb zPwYmVR^mgzu#Q*P*Emm%4J}!=EE*d=!XKz?fAcR-(hzRAc-@JMMjvYHv#~9Ts7s{!g z0{Fr`9kUg~zkALs1@bF(%~v!3jVJc&;NUIWv2z38z7>9KpwF0p5v(R&Tw8LxcQG69 z5@xFY@Q)vpAM6=i*S%%>jC)h@vVYXUUM}}@x#8z`7X`Yht(d3YX*;{@_}K4wW$7Ze zFPk}x7B5;94%}{PtL0e>oV2vLB+L+12}k`B2IK2*Ydq^BBfd7Zwnn3*{{CpE)H@c} z1CCXz5)gz=Wldr9e1NJFH&E%hvYE(oMP%QOdzJw^tf%h0KJ)R0Ea8LBN@Q z3hIc7gA#~U6*yceMg{CRu2gXVFzN->&I4dUdS%^&q@<68e#*I}qSk+t@pK7S?zn%!Tj_%rv`<%M#1jMgegj~?Y^;`7*>@qdFR z?MJ?S%9C&ze1JUfXL<64^RxwZ$w+-grpf#pHoP`?dg`Z9QNIsT3vcHx%vs7lWqG-2E+G$aN@q@Mx_J$@<1J{Ba}^_K0Q(|_z{g!w5wi&C{Nc)?OjSYh9&1|Yy2uC6@mYJ-Cp5qr57Pewr)|lYoZ-@Wzl==g2!3$7| zl_|UT^Hbi{AX$$b;Nta6s{ALRjiclG?c24pU4|+_L3Iu6+O>ir^KKI@sV0=VRZ$COWs2KgHDi2q0-&~a{^}LF7_g!35PL`KMM-t zQ6A2oJNE`+IP_;xQ1M<81kXdAS~w_vQK5iy+g0@Y@4uHnHrh+~2b{eDSzYGG$Ei^D z0QYbr&EEtF&7M756=#9B9d&{^sIa7CB@}Pt0Idn~xMc&+bX?{O^^1;Vyu7ZM1K%FW1dtQ#BkXQSi^mz6uaf;t5(JP{g5(9o&X}39&np zXad#~Xju@8+Y!A7C2*F?_j0>^dDQ*qpSz0#gmyuGbNKOMQ6M7H!ltgS2RMIb0DA0v zKj$nJIN<79|GJDy@utqRar>dhg-+3^-1xJtrSVW8n1HjU46p`E}FrFgh_X!l%J z*bX*%ahn6DjsT~Ey^|>pmDYo>$!>RXKKDa}x3=4c?gv5Zmq#hD9OXu)*o}%%ix^_} z(QdKq;g(=$Fp85k-IH%G=gSh=NV|@2=HLdZWEJt^24JY1_lO5d!abmcHK3i zq9<$Afni5b5k3KSz=^t0EsfxR1AB&FO6pKkQxof9qva|tu7^PDYOH<`5%E@yIUS%? zknN*C7x-%S+O=$>HnA9hBYKYsaBR*!8y^q;N9i zB6fr=nAzRgy7!QU#RFhA)coQ|Fxv$(U5AsPB}PE2D1yFcFwW!4c0B^zj6O)u3LHcY zlweHN-Mi0!|56x^5-ARepXvt)Bu5R80coJ>eMhH5YaZz26eyGvy#-A#Ux&%&+V|AO zA`&RDXt&K;wC=;ymss6cJZ63r48W>X3gU+bTEjfn&0&kJ&ajK80uX7Vu&788pjHE6 zyj$g92*?}g|0lR_xF*bTyX2!eUr zT>9JYSN zPtH!X35vF_gBPXl@{_mzRx=TsR>Mzm5bH0BA7@tO9?{Nq&mOBikNtfD`}zC#?@75G zl?n0KGuVNz8ukOW^*GidxZg}pPL@tn3X{>tm8pohcGab;DF)LlsvwPj^$4Gj(Kscy=F!h3KLYG7@eQDlP#+^XZT z@0NhseD2bLk^y9FKOpQen_^(X&4xJ-Q2T9wa7i8!x;jY1o#*Du9I&!`-|~#d(uezCLr}+aS|w8z6SKY>N};=9 z7mj>a@^uOpz^pacX8PTHbW7d`rF;YE{UMrAqBboKio{8&wVLA$5i$i@+7bcnuQ?W( z04p1y$)Mnf0EWUno5og-jSV#p0AqH5)zh@Le#EX@FFE?9r0;&7w@MX1cBs5~ip ztr9=In@V1gP#RB;zjvuIB$T@lL7oy7j;uU_vMNfOu4e4u(hR#!x)15$FaERV&#%J! zuHssMgRAzMuWxR%z)~V#kU)w4!p$jJ<&Hfij>e_tDWWNn5D?~K0ZS>90Zv8<=vekv z-NoLbjG_C~A{GKr8>(-1tzD}A;D2eek(CNXXVm>YS34qa8xTSM<@4uoq_7S!vQ-e$ z;=vXn3h$A28B|C4)NAGeUm4f#H)n5N$%KTJy3M?NJ)X7-n9H|q52a3Tw`60;Ij2?W zJX$_=isBtG+z27G>b=978yF0~oCoeVJT-dyuTOt8BlYm}-|2lJ=PX&c@cFLuc-~w` z4zZnC3kyeVpvW;Gc6`h4Ik-=JeI`8r5QC_ZinLQkfMJE8)&TX`i+qHxczdgZu!nhv zins3SnX0s> zmi2LfV-*ke^-x@bo*Nykz!Gf*Crc@dzyNp@lof|7Ea}}8o=+8<5dq>P4&H|=MczU| zTaKKaF`vuA;B>s7 zXZXyX*$TRpb)fcD#Htk-w6wHDUApw!$(koj))Ti;d;M(ZihKKU&t$htq{@fKNXlAE zt`vOF8s_(*A&2!tLqk<4C%Wto>FeLbIvd-uDpkN`XxTQuUNSoR;lqdij&1a56NTzp zaxB=OyoT}vj7`KcHA2AZy@K6fd^S7#{@Xb+vr$Y61Q$mkuDDbqK59TyPftsWfsuow zGIg)=zD4w)q!ffJmiYa`v8VrrW6g3m{0>Y9sDTZi-?ZUXp+BDn;=Xz<7aSXa!d4#K zD_6R-uI4QrdfU+$|H>v+KLy-ZhHX0w(0A0hXq#2T101*$AVMiN^`@=Ff`L-jBxTG5 zf|gdGut|TtLnBgR=e1hb8@LkyvP*a20_B<&*fCoHggD_!jd;!KA^?pP%X$fywDmA= zL7Cv}*u8geCw7Lih-X@QdSO99LDRq%iuNecPv&ZL%a=u~&?oe4a0MJCnh)^#wEg&m zlnbClMa;on2+Gz}!f10abjGVD$;S&4~6J;!JnIPD>02SEhX-*F&y2X!8E?SXpE3JWt#ioR|L zFoh4$g4nZ`3Ff?1O+|Vw7%7r0ks33QWU}3lACIBZ4_gV(QwwGR`?TpB+Z&+@l`0Bm z^WvG}oNZ9NB|v25%cmsuzzV}*q}tU7W}nhM9E}@MR)F`e#G_l)LHsyCHwzjl@fAo2 zIEd|d@t_1z$|!VhBDzTTy%AX<>z=i1J)KP~A8b6f(r~eywz2USk_X?Zc6+n_m)2H3 zZf;fR|P|!%@8Lh!a`>_7&MK4md6QL5x>n|221apS1dne4z!J5aD2sMy%={ z+^+pQkst`tdd zDs7Kd}b-l~Sv8_nZ6B}qR+l%i5q&|hNebYjZ z1n8Wf-xW6}C-I48>U;_(T(Mcr6nZ#A|;(UsAlVJcTb`?t)Ns*)0U#$Mt{wu@n9SzhC9#64VDk z@ztH2;O`)^RN-^F8^@193WHVV(aej`OjN=9tAW`86Y=Ck)n-%?orvDHKPqK6A-Ps8 zQjxlsmbTr=$;s^FvopFGwy}8DClf`CUoF5<-ACjPVnaV@v`$nIBZIY8-F7%@@yOqm z?l*abg;j}O{Pwxvrlf-Ri7`m>;!<15n==^i z$j?+zIDpz&)S>4PtO5$EuZ`rW(jg-TDzv2AlwDw$%>Wa34_i5I$GI5<55Bh)Z)EDi zVAN5S7}nv)QuozkJX<4Z`?1u!=Y`v;AKe!@>MwYy>b4f9em;{q7s^nv8Jr zArM^#LI0(@I|28>WI>eLz=WI;1~}6D=q*;XY0@@P_}bE4kO`zc_;t1ZguvS{*+lF^ z30E${SkKSRw94!Tiw;T0a`v1#$t92M;c*+4i7=%^0Sgo7)B1FqV=ypwqHrOl2mY*M z^SN2@B1UeloyK4|E-;SMd1T#7;Wkv-r32>dO5o+izyE$8plDx)yPgUlPX(ZjaVJ!= zl5r~)l@iH@hw<_8298bBsSLmYDFdY?dgR4<^-jYy>m3MN2cd3}7})$aL=QB92KLVq zZf-&T=GdE7Id>f-?Nn=`Q2|Y#F~c03SYb!QcK0uuCmleUO#JMdEZGr(VcEuI?i+Md zPzLI!(i;eUtzJt{Pv|F^I`a+Y1SQ!3CCdw7(xIr|}zmpebU*`DOkYV=NVC`VLpB2}i1`!Gi>Db>Bh?IcTV-sYj`W+B) zR?tsT#C8&w_C zSq!9#HK>5lxp?tn-u4mO*8mFhB`lvi|LN%D6bsRn*aBM+!CpJ+r_PxB4%VBB@V)bi zEO~Zjs&10;W#@s8o11Gl>pqF00|4M3gG7!3TOq{~ap+4&M;zY0181@vJkYOx0aV}> zs81eJl>k&vR7Q8Q>)H#n2hC6-QD$Q2+&(G4!G~18DRC((1x09gstE2WNAqSAp-(v# zynol~a2VQxww(;3A_+O^IK(N6;+!>`wIAJ;!CH0KXKIlJpJ*|QT##S`AU@!LkjL@A z&P$vK+4dK6aKz%F5FtWD8W{Pby@pLME&yjrVkaneRwb%zV{lXS+s$yAX4m!MAcc^V<+X)seU$(RF-%SJ3~#9u$#V9g~Ed1f(AG=Vzy5sRA0@M^9#t z_GGf#eQzyEgi&H2z(&fxn;RmL$ZJ(z_|Leeg&YR|^Lr3t8ZZ}bGR!#yRyVVm#{$Rz z52qb&0RjpUC`2LO3$NvWMtEpSp5KAkw1Wd@ErzzN<0 zo%r%;gG;Y8?qMHL+hBDgRoIAqny`JTLV+P|l4xq2a#jSO1=x{28K;}C5X(V|XkIn- z-*9c6EI5Kta8MdT!BKLgC9dDnH(#Zcu|(!?UHwD z4ntvH^5Lfab)5p*-Y76Amf!--KmB>R&@wV(83a1InwxO6oUBVb*qhb2KdJRr78Z{Z zB}(}L;7bznQT3HdTa6MIDr|BEH?tAirW;syLhw#JJPd~1ir;u1?FIou`Zpou)U2_N z{k%Te+oAF!1VsbcpwfXh8 zXg@vU>CgO#lY$j)Lor4k9#jQZ!-pk#)^Hg08=cbJ*B2?{g7?oEGxHF*aVDpD_g<8dfN4-l5F4BROyBER?bY?gSV3ts_(g*oX; z>fgTDv8 zH>I~slSiMd7yOe;XN1;g00>?&q7F}1^SFei^(h0 zn2`KP5e9L-mI?dlb>898QOO6bU=r5sy%tf^6CgzT;@8otQ}iBzy|Z5dU6MG4tJ9LS z@1l$C@5$^X#~b?qnh{>Q7%3$st;B^X0D>jwUPI0{9GSd}*TVHn{HhFGl#yG?;Xe{& zZh$8l=J5Mu?g9A$KdGPX*gl2Bhwr*&19Gj)+;DmgZU`WyzVR)Q558$i4%5FND!yjr zJ+6hdcF@cbwP_;A0EGV6IZ}UDnl^QBq)Xl#2#N!u8F1@*vLK;`A@nWk{?m~Nd9eJ> z6>yCEa7pW;+Ek@hKnN|Q_@EMf`>|p2Q=ek@kZ%RmbsTsm38(K7==>;$4~TN^pafxG zB2vkp0`82=Y+w!eAxh8f5~r&O7Rooa<>T57XEh4T3a~Wbzx)xy7>qQloijJ1@3C%~ zSEFUXdws|C^_@XH1spta(2$O!>KTL)^`C@G>A!_bbVhLyYk?3rg4ocH4y|@{qN$-k?fMVG zBmvV18>d#1uBI1HzI+5?qF_?r-o6%gKzpJSYqSg{Nc`;YS(c zd}aDarhJCE~c@f;TsG2cH2MF$SKaLE*oLNsjj>^rI90o3-R9FrrR3 z12!cDy4fHr236NaFg8$HH9+x}8HunW$e@PkqzS}Nw)Hmf{F=bp&7e*}1MmZmvp~i6 zJ_^mv%|&!$nP-AedXKuetJlcLs4Ss`KJQ^>^hO?F9@4I-Or1JVsb|#=00x=e8?iJN zT7fx=K0<|Li3Vp7t>^_;D#`pOU=YGxX;IOLG7R?3>U*KZrZ$dN-b_vV@PEUpj#Cu* z;W1=8Jp#53b9kz#w7R+e;2(JsAjU|KrBFzP6@Yt3wuLHMehAd>(g8wFv2NPQRE6K2 zm+p$1fh71;LY3?_zR08QSH%K!(=E+fjSrEN$c$z{>E=Q`Dp@RnJc^?GCK5}e2TZ00 z+xVDqs*zXVRA@c$)MLUO#!dwm)eFBu_dZfwBf#Dw>h4Ell5&dvUxD9df|e_yCv?iI zgck+bl`2elLDZqgQOE}W`VOG-0sQ&qP`du(Xr9yBP0>8frG48Rq^sm7w(Y8;qo8E< zQL0Uv6F7gmMS~nj#2#qBDwuPCidpoNDF{Wk{VtwX6n`=N-J%8_~EuX|Z_BQS@hi{%bI$$dUf=!2|UIKIhC@mDXQ*Q~2IX zE3r3io272_3`mLBbM1EQ`XB_E>;MaXk)z~1g)#Raib#kMDg8Bb@!6hA0`->9A$*o% zC3q(lJNz3j6TLbhxK*7`($SP#cgs>s4tpR0M}SmrILWkLUaS&yf|9Wp+IxEn2i-`Z zc7{G1HND{suO*|fZkqKyoN0b$O^#b8Y3v5UNL&oR%aOH9{KzK`=(A5#1~{R=27Cvu zW^?_NOT7B%x5)kZ{VE#bV?ji?q(fRnCN8s4qfZgOXFG=nL|Ya7sfW2Qxr1JfI)DCr zf6d~_ci2#$@7do~t%fHIh4cyJhE)dV2}UqfC1&^$ALB7G4*fwTaUETYlyT`MPY5T6 zAbuz(w$SUO&X=B?`w9k#2#N$K*t8(VHN*P%C<_!}dkR0jC{R6Px*yW9Ig~&Gg+OlP z(kZgowsLaNf!xS+l;#)P(9%!}o&dIzjQVQQPCl+?Su$4xZh*_+b)~mb(8!3qfc<>} zGC+F;C%)t9bs(euEc{M)0T|8j2`H}BlXkQrs;VR^(`CPkz-4zeWa~|Cf9euHQtdOf zbn=ce@K4yK>#~FB41e`I`sa3hWfaw^G1@B=f(cmZ*+C;pgiE-tX!4egPY>D7(S-O* zPHK?qI?$w_P%ONAmnS`Q5}Ob;`sB#V86>7TegEXteTm8`n968a#6T>AQ>Y(#oI@aU0o^N_XXWknf9;R*wYKbKuG!SDOq&JQ$+ztx#pU7spFm{xbIcgQ4%QQ4`E6#%Y)|$m2u}ql=d<<71K@ zi)uP7^w-v7M%D^wLrgzN@-NI4RKub&yamCX@HqC>3DoR=f5`f5u(SHoQh-N%g`Q@E zaiTxbyQ`2`OxOA9&(iMMuV4Xw0^b(gO!`g=EKC4@|F`LW z*f}R&oS!u~gyI!Xr3w~qaMb7i_4y>TCAm0ASG_H0s0p3d4ypl3hcqSO@28ZF7nKOu z^N~+i1)spa2fi~7L6I2#mv?RHa(y4-^sv4(HQghH9!_*s=WTQF{g11!KV-3^D+SivA^WkhC7d41&h)yu!a6080lC;*Dy3quKqRAqg2o{i@Y^x_r~-F9(2c8 z`k$cv=y)kYPZcv4?o&tF3xq3%r+TEGZX5X(1hoAOiYH(6TV(AfZFro~C*ku1{mXxI zz!gE=2r~$#r|-v%)MIc!mO@+OJ)}HERU8R?pW$c8X8iNVH?jefr_SKlUU?N!yL%Jw~9Ak-W3$uOppjR77{7-4Y5n0NRB|;8CI;A&~LW!&$yKadkyebg5F)diXs- z(d>qIhDAoqsJ$MO-~SWepSyCK67>deZ1&3c8h{AaA<=?-3yAC@U`Qgwr_crGzip`Gd0 zh(5=J7IU0Ha&}Qo7s2#jTzd!3=NasrF^Cytcc{tr$iY%R%*nz)|PGK>W*pX0=t)nvP*(wZVFV)}(5T0~W$Q1UWqk`57?SgF_5 z)jHJPLSqBS230Xg$DERX9C!zBAsB3fsEcPF=k|AT`cwSQP_*Dt25qPbYY;_${3rDo zkw=9PE3u4_>fVDZC!qs2#I!M+Q^i_~H`6+wq zVbOoTX#RNSV7%t0CF>8!VI%lKw}Zpzi}fhwr^!BB@PzyiCy+Ygj^{mA`Q zpa_;=%fK{27HCqWU_KLxNo6pMWvsHkU4&egh;0q`of!s$=w{j{z%jQO0ydbPwv;LZ z>I+61dIEoe8~Qg$WytoS(gS|p6(XkI5uG9@i0lTa7}T5Wu%R|!uq7NR@eBc$+0<94 zCo15pbc0)Eh4|@+?7HRQumv7RM-sVsB06nujgF3zi;U*x$lGxM(zQb9sH9#Z7(Ita zM$jUtO41(Sfvl9$r%yYJg?!DYw(zG!=_e7>;8KXWBsVE;$U>Ed2Hkb1-*M97=9>V zP9n+qpE`iyLh8>Om)W*W6U4ta8)D~t>3q+Rpx~GLDLG9y#tPEULMRTh&{0zI<}GY& zY`j<3*k}m&z)UGdxpe%;*QWN`gNPaocHw%Sex%x1@~cU^JcazLmT)Y&nzLc05$k3> zwJ4LfW(=aqW7|#<{DfyG(OR$`l9zY`%pTbSt5@%!hFzJFwl(-Zy52Uf{x`J~k_JTA zOpjF*iv5NkdX}R`fc!^CX^gxO)TE8{?~H*Si~ll|R9*J-+lq)zK)}-Ao=L^l;%!t;Rqo1&F?ySSeUOI=$P3>2fCuZP~uqXF=;F>q~}1 z??WJ>n4K49!{fNNgh9DSSUW1@;*fi0ReK)t{<|#|8&qFDJ|lT5v9&PJaxQ5Ao^P%) zD3|{aiSl1G2@PxcA7#k@rul3C9iRHM1e`IA@PeTSm_!9O#tMkEoE^)JNSH(=0;6OM zs>m9Iha~(!t9ZbcxN%yfs@PP}ir9n=YL!jd-R**DZ%xy2Vq-Zl(2 zxsRMr&a`pzMN;X5+u`57{YOqu*}02^p%~95z-H|tSAoaGs3G=DZGr2Lk&)Lh)1Z+0 zcca+}7m~8oLZzIxqE!R6ZEb-cFQI$hwHrMa|7zEo2$XV4;)QNv&fW}H(*f8yc$xn$ zRd3}ohG4ltajE6DeZSW32e;9iO`UN05!Wd!ELzOT8b=OL_~=ngR%I;Db~l>vzXWM?>( z+ad&Y5SP^XH%XTjEDwM6N`aiHSQOOaWiXKl#}qKWe$0gTZr|4 z<60z&97FR5X=Wqc1SaUUA#)MO1oyct^_0MT z6A$MW8N;b?y1Goz9LRyA&V}*nC)z5kHtA=m6Lp!~0GJ6tvX){7y0hp9s4X4m_p0-3 z7;sE7Hu8vJ?%scVUL(lJry$Gr@rV$bO|cj0!_6v3fr4qfQz*cEjIuLRXO_b{0@_)b zjC^~tr+-zr+F#tpRVRDBRXAg&!zQrM>DPti$uo-Q)va<}$yqlNZ1669P}ZYKH_)E7 z2T~Bb;Kw62@n`Z`PaJv;X#Nbep_^bZ$bW*p7*)M_st@-j@`Yjnzrd1XnhhRp7_1Ap zPJ$YQ(a{d~VcbuU@hqHQZKfaji_qHf9<9;WEdu{JDLgc;+vFZ{cpc3R!!9MqNzN*- zwU(mqejpAI-oJvA3pNE|Reyzq?eQSKpt)P!pFDv34(vai`XQD&Vq3NxfYl$Sx}@7w zmqCEUK#$z8`e_WQXTsf^v_Z^J!&E;kLL1N?Huyc_3=1zpkJXdgVNy=Q)f(3)RYELM zYOb%3Pw|b_yzSHaU}jJ{Wgir==nX=qIe;1IWoR|A8di?tC8s-R>bOwX?}el9?X*8? zPW6Gy{{gV)aX1_Xlb+1rP{gH{D+O;;2Hm8A=`>b4si>i-_W&H?&9y}Xy_w{*N1*|h zr=j=Z6b9D;XoQ!9_z`dSu|M6&7BAlAeP+kPdi&$)&Y)tX_->1 z9%iZtSGXiwNj;wnt$}1^&`7UQju+c6LbDif_B?KxpSSoTUfsbZq=1jTaNzx%uF87pKt$t?owGh!q&Lnd@H;$~CFakL2$ztU0R3xrQ}+u#sQSOA3^iKbn$ z9g!K3b~~4}b6u4i8$;>?EUEs{vLY>YSl=16X3iaVpIaKVlya0j9&HlcS2xUg`=U z&J>bQ8Oi{GF6ka>?Iptwnv0nv8^93Rvqjq#xnDS+Y*zeFPl3dPhpx79CR88P<5W12 zg$R#69#|YL{~yQdIT+8TZYl$%y4CUVe{PFy>Ze|2_%r{= z8`x%9N6wk*T#me#{6azpSt$P(A)u+SXnHA`;9*)~4*W?mMzbHL; z(HpoqQ%=@ul9?Hs%EZj$2(@h%q7VmDY_nbvMl{T+_3Lm(?SKYcrrlkkp^>Q!&y^+_ zjI)^zVtfJE`sHN9MJ45;qw04GgNlH(FnZ+7XqA~Z`uH^vVyg&zy&mdq3~RZ2dd3R8 zf#eQ`)A_pMS*F+j*h3A2UPu4ty9r?z&CGZ&8b!iwBC`?T- zKBP#2pQy-ri#DxpEs2N;?&EcdhO$sY_JPhm7$)Pk_3$%Br#(~=;}z5Vyxxp$fBxso z&-OD`4pT7lYuU9F1{$VqUSq4U!$PM#wYa z*yYs7YW5K0W5tmb_T%_GiHVkLk*8wOHw(Mp3{M8w@eY}SNvOJh{W^K4*QtcwX~{sI z)Bw{>{OwieImVWRWWTXi*5(}rOVx6q2qA^a?jS3 zAb{ZkmtvA8IXGebJPs%hL>abt)vAzB5*Ug04jWDM*jrBER=ql-zibl!7GQjiyK!B&=(0g4TCNm9u1`smT4xow;LoEBE$et3yh!sV8M&sw~4Wjyi(b((=N zQPC8`83D>JgTPsld`yK2&gZ_j5X}dJu%HnxKQG>a?bYH*9$oBffBy}%_o5~b2i;HE zsj%b6j~~a;nZ|AcCUVk&U7=+dxm=fVXfLg#-xK&jIgHfPtdG#ybM8*5qW`7|FRTbS zs_7w+z4HbPbEq0#9C1S>1LVuMapuQMLOj@T8RJqI@8KK+7d29M2(gBssb1&h?O|b| z5&$Votp(4#@tp+TEZrx^?}0aq$Z*9`GkeI5;tYeb`@0u^UGQl(75V>316{yHv^p7E zUeDpEKR3GO`yu%uMw;N?TB-h0bXI%P`~7dbSe~shLbEGbQqlBB9b?D{?PzCLv_X?k z3k@Q89V8l0@;QVO>{Yd;1Irm)GWgJEYt{gCIAZ_+V(d0p7?f$o9WlVDUlw;-!8=9u z1A1Dh2XPZRD5#Xg?ic70XGlrm8FEQD^lfrr0nHOP3N|V|H)QukJjln;yY7PSMH0tQ z*@GmyBIBt(z+|VTAd{*8fHps^KJX;<_AMRaWN>j!TVSl~;LJ*g_(tXk+`tX+cm%c3 z1K0S1>*WTA5quy@p;#Ol>iXOxy+aCV?n5%;Mib&dOSJFl1|H=J9lVg!DyYL@eS$|N2bd_+cMfF(RcU<_PIb_23;TQ z^VCO40x(iy8ETFMc&ByiPB0uD5kUhhLmKui1RTJ0kyyMR2ES`ynaJ6X4v&UUp)dEP z_H9b#CFeWkI7n#%U8{t5BFZd5a}yZuHrS#yfkg*kEs4|~qB&)7U<|YbTbbj#l$xli z4G>G`Z=X3IhJ$H%&L3~_1&Y8PqWZ$uGM_Msd zC-<~2N?95vNu!Wt&@yRkSAZ%FTXK?!MQW>F@uB z7arCMm_@=-R`Cl9v#Kq)RGE#ZX|M}g0@ZP$=n%^=F4zmqL|On+`9{n{KIeSZ+jx>- zRy|~o#zW(K<%NZXIb4j7Zx_n>#n$&QTYM@L4HJP*Xrx^WlVclYMUU zH8_0%xJc}vXU)115P->ncS1r^Fvu9J`^)d+pT{v(U2JmD#LSuSD(;6SK_ev{mW&dgT$c$EuIFzWA^t>OjzMa-^lPYo4l;TgvCtwIewY?s5nE_ z{JR_%TP)_$;^bnxNZueLKe}hA7&VbK_-g$F?XWa(9+N0_F~@-pI`xL*Iuu#x>7lN9 zmoYraNpJ%1rGZoP66||A%kMC`QN(;1+?8uQKi*?iCM<40$Q}4H#I-2oe~FKKTQG*` z$=2H?7}>9*140B1n~9_4YZ#9G3*`LF>e~|*qi}yrrfJwB6*9&T`C*LQ?L}9;-i5dq z&0{bg>|*SQvWw;mgjbZ*Zd?*Cyd0D&s6Up(k%O6@qhBm@nsW{s8%O-HW=&b*E~Kt& zjI&Ce`&ER~eZZFTeE!C>lj7h%{w@Wyurgk8{^2H)F>`3|mvnCcCG9JdLHh5%V8QbF z*#WM~+V#AakqYzYcYb^R7-)+37Zdep!6eu7UqMCo9hm6{qbfh@A8KR+J%Ix;;@$H* zF8iy3%kin?|0KgCO<_TGQ0}iH6ANyv6O}thy(nJw@%q5K8GbOt#)C#jO!mLBbWY-MoQ!?j|jiGwsWuj6ZN(@i+ zb8J3(@#Lucm6SlV4~-c$eS7ikdZD#NoyavGmx9NW|C#JH_`y#=T83pcGV;_XJ+ox! z-drB)7$K+uPu77R@M{490gJ1^Hh3fXhdz)ZI;#KM!It3ntJ1<6++&8`{yx8(@73c| zC0sQseny`|rJscH6y!_0#K=CM`SHi4t5^LKdqajk;Mc zcGj&&jf|FXaz4OXpyiVcCcw)Q@Bg~ zw|c;SoDuL2@tm*my8$Axn8ywzV$B&+H?-tp1G?@$9nxIW=%u z>spK{nKnc(qdqR8%-Y*&h{bV0s=|&B7Eg^6(TGuRa17{$zcL+ZDElo9NdjNBasB%B z6^kxXZlso1ka1*QM9o6w$k53N?xmp0&_g|bvO>AUKLzC4O@6g?`cF^cxuLO7kyK5H zCKx3rGtg772alFb%(4|Lg1WY^+-`k1sk`wfnlfI8^l`sHdAq~95x?}KPGYg`lx_Wsw-t!p>Y*ExOWSu}qISrEm zSe|TMawaE^y_6I>WD0BaQ1)+7kKutZ4pgrQRXEvP>+oZm0|RS{nT)pcFNnYY+r)jG zzZlHlqY40X6mVW!tqsm*4!zs|a?S}0l({q)0AmcOgB%nAT!;3M;t%5IS9SD&>1$#} z;3V2>_aKmiL=?Y4gzJPGFv-o$`nrNSKkkPjR~Wm29!5EhV)Z?dxfpA59DWXL#9M!{ ziBSccWo^+JttMrbxeU!tH!%u3-8BM{G2wObM8u0Mr-( zo}P@)nD$2l5OKpkLizCSEoTmDVUmhaegJ;mLm(KDVC)8({Ezv5rl7uxaY~eNnv_A} z`he$*HOS7meC3L8{_@eswx9o>%FaKW3VV;^+ue4%ckR}*W{pa^3sH^8k5IX{nj*r8 zS)t}!ODnFMeyQYH&z;phsSd><^H@^MXe3G4(pD#=86kD8Ukph_REN%eea@ae`{(|% zKl+QD@A>}xeBPh;=lvG0Z*F9@VHg@93Nc6!y91n;?^FGWUx%Y8(l1bfgK&EAg(2IBbfR!+`Ko@9U!+|cToHEYGEL-i zcMUr*nL#LE(A)%)_2>2|0nAg>)Pq6N7b;pyd{hIeZr_?v6cFClJj~k-21Ywq39IX} zwr8~?^C5L24xG^RCLI!uL+PZHHg73>3+Do10MiKaX;nd}@n?yNr>as4Lc7I`MUWir zJJU(^{i(_eX2^f(A@L1lEb@X%+Ff||(H@vw1#k`k2ft*UawEgox!sWYBp4i_5+$wY zA!ySW>^o}u3!Qe~;S6KzK@NBT$3QO%K=TK(IMY^?lKpW_q)4#?V+acyn}?U@-|@5} z{^SbLcOXi;o;*76Ae1)GI1HlcEz}+n7-6g1V+6tomo_|Zzl%~v#+>K{$Qt}W79}E4 z*tNJ{s1b!%pf@UC9`j-cmXx@@WgXJUwVpJx9t)v(ct**tJL9C$@fo#+-kSdp3s+Rs z8y*pim)a;oy9@V}Dt>zI{;ZraxpvX`*+}$Us2lEdwY)ly(#AT66-6rqHah~0C}~yf z^1%=SqHEtyYpRaX0CFqCn+ZlI%{C%I;!zrSPkN(${3nn`ccW(->P0d26 zh)$)|mR5z-0!~G>M^*{FNJmOnBe~c>>ko^A-KI@Z9F{W%kXIb>qj|z3<~xlfL=9A- zrnKd}{Uu(pc)P;znVe3fNS#;y`w6lJb)@Na0DN_XdbKsyRqKeMf*=i5T&5+r4j4HS zp`BV@@-@6EL2?R#>oad{N0l`tuZ^3EeSO(D&UtJhD*|L| zlu$I$wI2LYFOd1HF3clygn{F{@E<37cPj3|`<#XJfjB~q**Mz3Vil>~8`@aQ9lJ6b z9JqnkLGrlgGl)Z)T6irj_1rbhcj(Q2jcQBQc3!n`_K27;bg&rqJm9v}p<<5DhAl3$ zQB3O9&uf+jfmeKivQK9u2u*9R=>|#~iW+g^ptHdE5_(yBt0SdN2a&W54|fOiV|i-c zx|Uhu1;eCwcX$qD84yT^qBoTR1;~lbKledbbjTxylLn

*VGU_%{|bYIu0K7Gzp!ldB6IfMz*Cq;^r% zHC0o-avIq*`1)c{YO~;Tg98IGTM&Us6}u^T$&EJyriUqm&Tfg$dl3y%dvU_LIevE| z4Z9cZ5Tk6m3$!OLNjU@sLiID@Fg@^56tV3#j44yzG? zyyLU!c4ryl7~);y2Y=>AWPOSukootR8#$~?wWJAqVe9GW+p-iY<4{hMjoi~aD%$=s zMP3qkG%*(GsA*_2U3V5euFr7!i1=)kL@E;VXf5yw+0L1CQ;lTXn~5m^``NuXBcTpd z)swFxZz7DZGBs8%qLwdv^?(Akp-FKCMBLxk*Vh|{>CX&6Yc9$*5`t&8@!5M#6ISh4 zP~tG>`j>4PG5C~s_j{;LVhw`VPojxyq~7btsgY*jueSp5_V$^nftJ$#@XD*H^k__L z8vOH=A#XO&9$ot!7ngMQh+fCW3)sw)K5!@GAJW!GqN=#W7IhAsfB43erfQzQ!jr$U za(nBYO9yK(axpU=`s3yq^DZwH?L<-6)jmpp>7sl`&Pgqmq~3p6j)b1X`sj9FU)21O z0l$9kfmG)5+RLLxrPGr+&Ff1=S4U*0q0$8s z8Ak?Hu}F}$Hs#e6D>PqlrrRIB7QkDvT&Rh(^iT#Dkp%cqK8)c0@r;Dv4_BIklm53ncbuFrny_NPtN^vLI{!M?nN(;GU>^vX2YofAo7(2i{Yd6 zzJdIvDx0EjH?(e1515#sLH@t(o9V^#t70a(*UH? zMEcQoZID&#)fr`l@3d{^e${iad)VFv=gE{jEH`f+Dj%~3#avMPxIrsD9DU_h3 zOXA)IPY=<*XRXOYm#Cx(NK7WEmJd49@t-I{NnoYducrJ-8pEh?J|=uZ2V}csoUQj_ zr7wp#dSR;or+mnl0B;o9J))llTn}~B>3E073%O7FUmrx%L4bv%d6V_%NXdC%q&7V- z4?eXnh_+dAoRNZlc28EvgPYZw#8C?6z#QvV44ZM)xatGuQJWBK?k2~FXfNdr_8+J9A#DG0JCI*(6eZcq61({3UIAC_6_MX+^_wJakp6lRJ10n)GK zV9?^_K~(O^qbLevjC-xliQpxW*Bf5v(&&kW6@zIU(A6dv_0Ak(^X2_5FWfPnnV&_| z0cNQHLlY;?=z5l1&pKXXMR?1Cw7cnsv?6!ZZ%5Y#vm!!Zkn{u^YIv-9Tg)B+LjwWfx^I-1%D2iK7fU${V#sk(K9c6l_VGwe zYENo}n?d~`U&_VY^Fl4=YeN6qrj0v0cslWrX>!%fsp{7gjc zhJ@lvaC23GYnZv^Ecc>OY4P##F`4I{`69(-qt!V|)48ZCBKOe+P%P)3pJa*F2M_a`hkd$#tvL|>06@0WvT47 zwy5DMPD$CrrL?@ES60NUGS1ASr6zK?)D-%S27T77xm^W`&>4OuuZxcXV32cbO#A84 zMq71n*@jRZeEQR_v7T%hvC$K+wp@H6c03RVh%hjF@qnx)?2AC}=>9(oB^yujIyzm$ z?buRk!@=}Jyjt|`X{(GR-&=dgD!BW~KEkFnX4nXutR%#oxO6iVyRN8m`YWEwRBy`| zJO9Zyck0rc#n^yfR8!thC2zl;Qg2o45s~L{V^+t9AhTlDCeagRNqxpl1l!VM6;yQI zVCMT*2mq#~e>xP-x=SEsZeejz{v0tJ(gG7VfXw4>sV&6)B`66)T&>;N-1XI|Cy(9q z>V2|b0YI)$md&p`3a?oF1SK)&K&J~XK<%TY?Wu&c)Si`G7aD4K;>V^YbgK5R-1iCn zJ9Uu9o9|rCXaoIJQ*4`!G>G;Q>0B!Lx%h>N)m}eT1hs?>mBU={eMV1@!5an!3b@=}ykoUc@?prVYoUZ+38IMVF*=_Tz%UXLq`!gGKt62+s%IkyuDY6tKt9HjmU+671s@`b&LcE}kC5-ZOi!tT2 zS>!UqsJkryV2yvp@b7ve?5}pt2)YPJd+6rxDfQ}0+rQN$evj$%^RX{?q{Zz@xT{B^ O-QQids9?dWPyPq+EBH|W literal 0 HcmV?d00001 diff --git a/verify-aggregated-vs-all-shares-1000.png b/verify-aggregated-vs-all-shares-1000.png new file mode 100644 index 0000000000000000000000000000000000000000..94321cd396b23af36c8102bfe95103902c953492 GIT binary patch literal 35653 zcmeFacU09`wl2CcmI))GU_b>G6p$<^V41goC{eOX5|AK4BvWN6RSJq*1;K!U9F?3= zQ3L@|qGVKZRH7t#-=wPh)OojG-*fL9=a2Wstx?q`-0Z!6Yt8wkx%!V|M-MHU&o!UH zU@T%D-mk)7%;aG(W}NtG4t^)_{I53nLE8Sn342v*6MM%~w#E#lQ}#Azt?kd6o#r`j zY-?v`Z6zioAtbV$=Zw9*jh&3Ju;o9$K*-wGRQThm{w%!6Je$K>b_~YiQ}iEOxO|uy zgK;IEx&LRi3-`L~9WSh?m>T}(!rWrKVZ)^}%Z@o8I>xio`KEw?(#)+ql2;zi&{z^7 z@Q~+M_g{DpEaBMynsG(E;{^|o$}NF;$A9|e*s{a#2IeZazG3~wB{{1huB)c&bjiJd z(IS&&tqo$YO}s^B;4Lt=Z1t_0O+QI>Te63K+_{Kt7Jl$7`)~PW>Osl7Jy-M#{RCD0 zh4j>-Pdv*MT0Ld(?DXsM5C#8Cp-qRr|w^!(Haj4;&YtqJ9>)i%#oRz#Q zpcdYAYpA|xrI2p;&ll&^`x=)7h#hJv^rwID=bt}+w#s*oebreJC2{8c!?PpLWE?uf zkKUI#8rNZ~5u+XAwch>2r3IXR`0^uu+aosYyKL0qINYt}vrblV8OG#kw%X=ynMvz*H>)q z>~0pD6h7;#PB4|Y@bx5KPI2A3bpooP-g!RU{+5k7Q$KVpYZ8w?+Iy+_%aGI`B7TupS(SOxX zNU!s~eypzarAwD09QzvHZC~ua!@6Pj=;&yR!|LiQSFftZ>1UP4=tw#A)@jAY#`X^l zIlN5|Qw-S1tVy=KTN$Gh#wB6C(>P1&309)>%XRs8LrePma;5|X1db>LihuZR-ty*8 zpB|}%9BJv4iOr+6#K&>yC_Qj#K8Nic$x|WZ3d$UIL1+^0oXSs}2{;_<^V2wqb*5r@L5d+!pO&0}pQ=f+7gJWeE zt(Vhv=q&$$RaZ;5H;d{k3J@D=zNs9klVZgsX5xLmw=Uwxr^j;bl-x0|@EZS8WQOeP-j=7m)v(p#8B~<8MBM<=wqE_`T679 z*YPR%-Eki3Ty0=r@TH~2c;lu`#me%N_6LSG^YH~_yNw58mAM@q9ha|KbtX{K(mdI^ z(P~KAw)uCb-n2HwGiSoj+1ZJ`zRD>Tmo=>IcQLoC-mfOf;%f2`Jts3Y~ zDB)t7ph9jI6)pWfHfF-D%f4pk$#rgn$G?2}V%U8?qvPYVCt5k~SvQREK04ozlqt(g zV8O+EdwWCAR>zxQ<7v5b4tG}@@&;fV1ftH}L5W(;$;ml@1J7mnZtjzng4%apURuD7 zWl#+{a{KJ!2F+MqGxN%5v)#LQN4vEpl*kp@+Q_;LpDlZOYTxo@%TCjC4-hq0ocb}T zbmYjDT+<8RNnFqwPU|YqU3`PjR5N*yrliLgRh;-@d$28trfK zNl8g@YP;`P^!UKlB9vQ8=aF7Zv;=c+kygAwD2jGoZEbDl)Q@qKZ=YYc7E3jXqX)Ep z@>>6{!ZJcHBYECWKkaz*=uzvF>vE!3R|<+|IS<9NpB6&%4PEPk`z<1EgFk-l>WpK9iXZ`;|7N`sjPSx$o= z4#fnyMW}=*?%%&Zd2YF5-8ruaos`(o&ZxK|RI*}xfTGe61)q$J3@7aD;(O9|ii(Qf z9r!&z2g`=c>61bG73kpZ>;)_D0Ev8Du}x!p;m-}e8}=2U;1?~HpE&6!sAIDE=)E&n zIE8z^CRAs+q&Rgyd*jWUU{cK0b=%3eKFh`NOKYpi*ie`0>C>l+qO}qf=}clDF%KWk z|7O>KzcTv$%XMttvmbZRUrVs8l{74>nCpuQ5U^P(@XqK!+gVP<_NUG7*(9+b_);4+iEYb^(_hyv1 zj<)!le0q5a#YiTvqC!I9SjLXu^^Ra`dFSNh{PD*hBDc3`N(u=HZQilt{b2it+{o%x zhQoc0*1XdX{+F3^10O!*p-uGm_BO`@k2X@>8y(gAkpD;|k9YItz+JtmxwGcX2}Fkv z#P%Bad{vl>S$Rgu);3-%!Nh0Yym=x(Vjg~Oowh<8dumdwt!K=fnUEM39K4EY()9e7 zygLIqZIXA3GyC6e(;B4ZbRT>6h7l0jXB$sBZ0t=16F9wi$*}V8s%{)BMPsyVH=DmLXdTjB~Ue39`t;Kh#cQt?4T4kt++NpHxn6LD? z&%adwzeuY-+B@40#X-C4-9jGJ$;{jdH21f|I&ZHUzsot5J10tzpT7Ww(^xvcHpe4} zI?~!*=M!s0bBu#TjohqMQbjlf93AV=*zCHa~r9rVkli{ z7oqx8D7M3VYV)kQbMJn6b6v+0TP1YQFEdQOfBnQhkdc~77^UTeVJOZiH}J%lt}Y8e zL=*SX7EUqq@~uXO8#_-R}_x>KUL;V(2~E7Uba_ zygdjQ5ooILuxONK9Gae(ef#@0Q~DC-<@vV+)H@?n*ix4`zL?Q}tUleLrKiU-OIRm4 znm59%ER@}Gcfr}l6zibi0nTgdWS!Lj*(!nTqBXIkf#PP57jaAO)IH<$Y`w?CaddeV zKqTAl1p5vZCl{BlXK&Woohiw5DaTX4x2={{P*tTVsFQ4erVIE&R8%za^y~Rv>0IJx zcrxmRfF07((mG;N8cG2vZr!=lzQY5r7~4Lh5j8;hu9S5ps(&0RZO8X-U)al(AMB0* z9PGe1xq1Ei^@`rlpC5xStlfR#7>=IJowm=G=zJ>4wQhWs(OOT+!jw(Z>@-iDxP#8? z-(tFfd0lR-okQ58zqz2lzh4Dw%*O-_bDsG2Cdszt2rxxqXNv2n?daH8B=hEG_5sKC z_b)z8UR%5Cmap%_WXoEaL=c899MzKK%P6aFi;Ih$b6iHOCb8$^lfR#yvfEu&l1b{{HkGYVN&&V{KOw4)zmUBV7MHR=x@JV=XwXEA!$ z=F_4Tzh1n^v0}xo7RRQ#G`s5FT+YJ${P$> qu$t|C>#uIW3qa1d$9`7suiv<>U+N@SgJmM0$ywKO%>s~M{ zX8P_hi+#P^cBV6$PjhQ)>sKym+hA`I8Rx+>*SaQAYaQ@S_2ZK_9lExamzTHDL;UBT zf3|gSsKC~+HP#WGJ$J5Y#0Fm8SCI!;m2n1f2YtAhEV=P+vB|NnxSFS@F6w(sIxtH+ z%EH#R=9I5B5fZm)+LHy;q75VnIuPmU$*71kFyNN5y2Z=K$5*iGW>5d#ef!p$7p+*b zr0HuzZtkX9uDJcJ@pjr%ue*d!JZ<7=Y_UKs)qZyR60pK%LvQQ^QV+D|1_U_fy^Y?K z5mfftGGIuT*{H~At?MxgTPz>QU!b;6KIuK*kgcq9mlITJThUf3w(Ojq9}Sm+kLK( zu0Di}wKaDoEd`jBF-BtJxA|2MqMB>SW9vW>=xTa#Q7b#z_g&-LVH_OImbbUn(Sy9q zuoFxA2O2UQjNx2NLvJ zZ@VkBb#_LgT}4_qX3L!KzJn^bC2P3G!n`i^8Hmb5V2UWz*elnsmxx-o_Q>0f52PMz z9d1kfaka`#qVed_0MP?^tK1+Ai~&ByD+Wng1~#~j=%uBmZspG*@G+n7oLJi~?ypjQeBCz7l?T@^8@5>){z&|^On$ZIT<=mWOD~^XB+aNpq(a`zRB~JUn z_TxSE8JZ9^BGJ8RYkOH+i;0Sg8|E#n2e*(K)M5v_XW!l|GKn=F|8^|Q~HRd#a z+F;|a0`2AYb}bcji+AVNm+a08JKs~Ioo*kI`@$I=tM%ReuBSys7hA9Hdl}5U86Pbl zwloTur*PF1tkssohu1DcD;KziQ~t?E|MZ z#YEe>bLMdt?vDBTdD0r#lx5_$`V00go~0RjN#)i{_HwSTUcG9^Ie$02XS&S{4kjKQ z&+v_lv%cnGh;0~$N3p3ecS3Gz!mj$PWCcXEH{OP$50`{m;+f+I4jtOHeE?`i z<;amE*9_(}G_NdO!n3~r+qVy?=f0Gu*_p0IGrul7eCO9+e;ou|G6xkL!wwlL*b>yd z(<4aEP2BX|8a$^XGv_RP55yCO25JF@Xbu|PSs4=rDBc08uYtXjgy#=y_{uPpRR7;`t9{1*)8eE9_@7=D3%&R$BR%6JKFjF(Zy?Pq#wVyIJdB@ zOw~GPa#%ue1az$Y(LOJ6+vfbUK^OD@Z++Iw>x0#6U^ObRNIt8@4l2uy22=HbDz+ET zi*ya%j;U;Qp<@p{!Cs?*irRre%Ak?NpdFZfZF(V~op>g>QO?v9ej? zqOiDF34OC1yEP$tm)K$NHPR|dcO`FMy?PaZJ$Sq?$Dm~QfcFFEPJYX})Z>d~2YoZM zvVc9}pi+^3Ov@hIJ9h&=WZ0XVl}c|a%SC|jc465ec9lEG?jY$#1Dstg!9*!*uvB6G z;>A_aERz65!8glJ?E)X(N2;%tl@)fWee&X*%;O%*p^KYW#ky5@nc{VVu{`adC&zKx z&=VqjxTVaoBD8DPU1(y9>H`@a#P=ac1>om9F)=ZiGc`%@?%gu)kbx&0A|fJqx%=}u zg1U?_n@&4=Plpdp4Rptqg8mza8IqNPdbS~EF&M4mD@Cm zWR#*^NBcW#lA=g6K-F)D6j}imJ=75v)QMBYc&wZui%hpS^M;N3NPD={K|)xKzh#(GtAyhmU$=R{eBJNW=?)eo zYN27-b(dwkxuDRQ*Xy5$P>1#*N!l@F#6S||Ao1>~&A8(R;t~p7E3dx39u(s(=-TT< z^NP1>G1?WKH_O~vW;kJ_6K~$SHJ|ijpj`M0vR&8o0yIb_EDt{gnNShX*s0~VW^{&_ z-UW*qti)aIB=dk@XD^^`TZVd>0FtsjWmri`NdnkZ?3Z7D$umhXuFfGXnO>x40T^>i zM|s4}Y7{;``GI@x{yrimHHl^x%OgHqPUDq%~z!%KSLuEZFvgghwV8e{@7`TE<~H8`qmzU9e1Ey6w+@dmg zH3R7@bT6LDz1-m=)$ksNUD)Zvz%#=)YLROENmljRLBL*%;-Zc}ISAQ54kCb4Zq+4= z1XOYf>jqsM+U(Y{Dn_&Xygf$cf;;n4aH^b`A^)`J#v$=HWe z;{fu8=%Z|y=lucQs~m2EZd??QUZi$XY2|u9Ps4Dnve`XbR>ud$@>U-kH9JtRqTF>K87gj*axiNi|%^eG~*nHVhjLv{(Po^>ykmex0q3 zVy1L&=W&>LB}3_C998OA^KaPjGdwl`r83k2@@ZPf(tTY}CbBYx*!HYzTCts+%A>iK z7uf#pSk~FI8NI&3VgBLqC6EQ{@$CPqf>FwkJxWj$KFVJ5z_)ylk8*u8rp*=kPMRA1$^ zDPtL-$F#k#jMdvUKr6Ge1RH|1y8sx86~o~2cfeooKqoWw79pqMh7rEjVu+No8_i#r zBo|79Y+YMC4;7bFSRXRy=hs~t?rV42G+nuVSJ=MH$5ZzR+JpP|PjjWz@&wk50Iu#qi_jC=5~d z9i`Q=@>unVh=@v;fhlXA^G(m$U|ZIE3X-pGCG_U{dgA}CZfzawr|x*xAu1whVwKWC9OI)hy% zW70V|EUXLeWm>i_PfA)whCyx5Al^r;Z?RFs+m6l8&Q^;OU{-Je0_9k{R*)GeYJBDL z;`Om`IwP?e@Kl~+?Tv?I?OMG_?SR~;5T+cY0a8I|5&pK88#Jv*{VZoQ6be=_&Zzms z_iqRRyyvKLp7?$aN1AWT7E>1)Kaqo|V7r@^j2?uPs+M`-9Ntiy13!b&wAmreu&FSu zW5!{3+qA{GmCu(aNNYRG%DNM22+fsPM%`z!yRN%oErZ$52Ng8(1uYO%ID9&=h2~voR+J z)-Vs0Gug5BCtR}5iEzp9#oy2Gbe@^7uMjxQ$?42F=6(i8@Ls-xO8r~;^YutL*7 z%MBRrAt;s^)=kEJA{B+{36SmyH{Yoxd#rqmEab2Zci!A)XbKI;UmhH^#}R2_kpKhW zpdWu7^%@*5{=NpVx7*}URpmGoR-Jub>=gu0?b_ZIR8*)FSH@l){Pt$OPSsYB!8g<^ z&i6IMEaN-U+%V^bS!&JToG;=lo40hwVWTEuYs{WKo7BI~hO7*n65(q3fm`b|s|Ffx zgoTEhr2Tva?2{KpnYvW0P2I6sOR%w;(}@bh*(ACs_q}N*82QgAIjZL7=E;-SK_1|8 zhNG)!=s?FK4UlX`=XbRhaao%?CX$l#gMQ+%xdL19tw{pEkkC8xabQyQXQvN9)|A#w z^t+4wwfSzbN&O$&Wn{)8d+pDQKumy9(ssm>!Kiyn2MFCG0{$j77$Utrb!n;uy8W`L zc0u}s2OymV44~lxDkfoBBkl$>NC1r=t7s3Si+|_N6M(Sq>ee)GjAc6)e|l#8kJ9?X zE{DW3K4*hey@w(;1g2sfkPPPr6oWDoBgh1(S1nz+GW7fR3mp6^ugtq@Q{rGqJcg=! zW0w~C)75Q2sGwho7F9xC!;tU8f!~QuW;zYT>t6i$%czsi@0;*XE4}_nhni7>A7*iTz_7AZh$|g?fZaOW?~xur_sdbyvXrysG zzDMb^d)?(Kp`_6LyV&r-BGS1)TMgB&6nj~druD~Zp5$J%z zsWAnn)PZiGj_?pwF4$pSs!v6y+?w;3%1#cJ#aExba_yQ1szBnoF9*FGu5(Kr1!{lW zaZWV4lv0F1aiz-**Z z0jn~1d&q#}bz&{>=7it^-xku-Uhn?>QSJn|)^T)236yzC@L*rFf}vL&LW@#`^uPh0 zO|k<3QKc&wLmBA$7T6#h0&0gr={=H9EoCrF4>Os^b#?DKI1j-~T*1j12AH~ykM95x zXcEY=aY>J)tp}a!@u782`%6b}T!*qs3loTx0er34-+r5gF1QtCMY{wte3Dt&X4<6K zD9`9qLQ$Sb{?RX*v&r-MXQ&}i3HW7XYCd^-^wy;vQBWvbuDtsZ+Cn(|Zs=`3?vO?4 zk&tw7RXDr-X*3R%GT!(xK$!;D0VOZ9fG|TeakK7^&mj0|f{m3w{CTFA%O!iqm-pts@X_8k}FMLb?N{Ujad>xQ{_jN-})Ij%>|7064pLF+`3iT7;*N zvCjSbDcNtYmP36G4<1-NkO87O1b)~_VI3XotdJ^w7bOGt(U4qGcPMI>joErYrysDi zaj26Ku#)K{pre7|2#kLJPG^HYD|`|v*%eUs>D$mEn?7*5oT0(S=r4jotDa=8t{$VU zUOK88g$0OAX>eA+;jIBzAkYA>ohl&M{Vjq#2)Zy;uqxD)X$8TqpfiLI(XmK+fc6>% z7$14!*<-oMK~?0en5a^3Z(1JgZDO`peNs{WWjFdDtqdK@gDWX z8A+vB-U!t4^e@+Tfy-`3oQVmp2$zQ?Q4*;hrIvBt^8Rk8QZ9*blwUNi5f6v%`Y60y zS4yM1>TLmaUM4h~QWS%j=U-|4&?%_LfygB~4VchJB^lgriSJF=M(scdq%cxe4e}K& zBeW_Nq}NugT^l3kHga7Ybkk`(m2!vOGmwS0B@UP|C>W*NiK9H z@$viDQ(eC>>AV1fkOM61Xox@oQF;mh#Yh1<(R+l{Ok()#S+mYy&qwNI40E`xtlAhh zxst))DI1cTcYo=Uom&yDL#{{y<%-!BS9T)JHspc(m>IJzC+7ES*QneK5gsKY%d}*j zg)~rTPNzc(XcI7-h7D}M%urMfBg9IL{CGO zPIh*7Wm{)oUmOIYcIZefxZ(sTu*ag{myJP?OPl0jF!KF>;>mvuReB6Ai30$R(tR0q zRIf;|#^8alRYS1OW!l7qgpQKi7OR(G4{t}O@ayn!cIQxfM#eTsN7(V|C~0U^#

)^rQ%L)h1gGeKfo-J(%{rcMX`=>eZ_O{XSGW$>x5y5clgA(!RPF|d(zWqB392u
zsdgTN;j5XtNI3pXZE_64Dq!v=W?=W!_#L$0%Z}7Nfyxkp!y;u=4~0M#PhTA9@4l>y
z25E55`sfJ2Vo^p2^BC9xuW{P%liElJAk1=}gs62c-69fzMCkmtbCBq0)5AW%witpe
zrDKVfRb||kfsadiDH@HQ?N+e?-CAT0ND78i;a@G(eBNzkv0@9)wC|JQU4^8rpegRh1xd4qz8h*_v|OP)>b
zc2(Z}?Ki6S)IPw5YZ6Sa`w1JwBIH5#5&d!w`w6%qyy>^1KmLrc8iG$S?Ya%%#u5mmSyspMAv4+Yv~dQ*voNh8my=t8W?d4Fzl_^hBGu3BWz>N{@?PiVbv|(EP3she-m(G;F{Hv1mVjpJ
zcy=VtqRzBM`aA7HiVES1bw4ixI(G2}mI9B1Rig$KqEOTlbrmc6R^rn2#6)rO)_8eA
zR;T=(rr=5A0V+E-IE8_?+slURs)uDWkUk3^-t`a03Q`x7G&`c{DB8Y(7Bl%U_^t@xwr0wI?Jrt)pxEHkL}^yDwdXY&JPk%s^-g=lpd
zWR7S#)Ykwki`vtZKT~X&NY%crq*N0ghVI&q>>vxY#aje~y;7`X_Y*{m08k=;AZs$6
z5^~3&%jlsHP}l(lrwp85E#wG?#TW$Sa+nqX*kEvaI3JZD9Bbs1na<5O4jCm>M~|=u
zfjlG7`=RlaBXbr4)u#&Ejvxw^qdKJ4H9#SOmR6dkd9Xq`E<%O#sLvFJ8F)>Od0QX}+1DwU)f
zo;!E0^TQJ_^5DIUC$L}1#HfG>jv5~UlmaR6jGqH_E<#n=KgKM&wEa-zNS0f`DU^6r
zISL&K++2VeC~X&dnSE^}e1D=UpFVvWgC@1c&jn5(SrG`(mgBvu!xoaA_?jz&tWxj*
z8{a^}@7J%VGzcTPP5uo+I3Z+v!uL?Iw@*}eL4QH5*aYTGTpN5w4O(`>c{X)CZ9XPF*R_sy
zkH|7buSB#2=;UU!6Dn*7-e?!FG@h;+JVrIZKdfR&X9D~)dRdrKcZYgBfPlmi1KYNP
zVsEr^FmZ&DqD9J23m~EbCBNru%v8u(@KZ`7AHBD81Ip&2RXg@jU=jB4=^>{tK2qZL
z?Z*&ph=3Ia11(EMMP(4l3LUoxuKi3m7;TkX3m*P_5$WI^ljs=p7cRWTONaaV?*89F
znOmTH7wf=ZCW+3uHNccyA@w+YJ&3$1q4J1|!z(_Q$}_bWt}O-O@%%yn3Kib|;PNFM
z2*yAKJj$5l)nX>?&V+8{P!R;)B2jMJXRd)i&
zg7#$6J(LfFp>)LW1#v#MrNV(Y0BI`A===Acltu)tw;kBOKObilN9P7_Ph*Y&D-i^N
zlrr`KirKOEId*@%5z_N{goSEy>eAwl3DX;pzaY1Il^B*hkj1{viM>#b_#r(c$b0D%$hs;=JNScIJjzX8R3fY^^M^Ks31
z(4Tlr1-U%(+sQk{#wL`CEC(+$@6PrxYrWm=j(l$MwV??85Gw^^EG!*)*>y-LrJGzz
z?5_%7c#;XR>!6Vo)?B^^Df0~Zcqo;AX4wDLR{M^I#pAe81=30clR~RTe@TFCBJR-F
zP%mSXMHmp-P#CA5FGpwKNl?Anta#^Pf@z6~i_QHG>dRmRVNhVVZr`rRir0OmkH;*i
zoBIBdV1^tV@*Ja}Zm1KoM-CtMjf%3k_Cy?nuM*)@i08Mz#3NB2K~^B*$9}vJnD<~?
z2kl!A2QDNm%v5U%O1SNW7KN06v8u2ES8#C&bWHTz!W-{j7It#O0vsHi*rON%2xMO?
z(`<9x5$lx%Z6pgb6&Q9Y0}7@L#87v&m}aG3@>wldk*c81nqKT{n_F6L8#aFZY6CUU
zqAvB^7^-X%z8I+Y)g$HW>tqLEL_~T_{h*{4#i_c43<4fS0@!J%+B_nO1drVe^L|q`6!aDQYWe!p2;qHinn_DbUw@^p?sUc1xe8yfVbo}ve
zp~^wAa8)c&f+%_xf7THNW)R03p^=}V6|;hgTmtH*p{NG~5mQDX5P@l;Q&HJ4Yof60
zsDHtI3uu|)ij8Ty$&*J1Z%`ek1sY(Jjk!8f5Q&Jy0o^FTW_$>Q8%bCaAfvd#AuJ?B
ztLlC;FY-TVMS;5&}x(yTzKDYjYEtNlCXub4>f+@%(hr=3=
zvTb<_-{J#Cb?mFJJ_X;SQ7kGa816`fIT-@C#R5VHLQ;ObMB2IF$mzR}8dFlOQZHRd
zcNppYTeofngFn#35m>Ma)Y#l~lJo?%;`akt5GLh~fCMpy1x$hjPNzOnD
zD$sYtF&TsiNGE8jDmYzyRt6{Fi`Y5N=q?*2#}_Y+7p;|1!%jY*YNu``?D6^4A7J8p
zuDPW<_QlFiO{k(X6%7qZo&9(WAbdI}BRuZ>tZ~Nk9-oYppN{DE={-%IGfT?n)~yv(
z768u+Z3QZZ?(8`AD-9iinzkc=Ux9b#-;%~h0xS}qTOsRABIQao6DP^0zDv%b^A;^0
zP-)@o*9VY)xI}rWbw9z2u+o{eq)wdrz1z3foaXiEL&nNE>0AL-`fHH>Kp{ej3Cc|n
z<28dOP8=DnE0b8E0?|Qdesf*+=bMr`qOJhJTwHI-Tr}i2HYBnFb_p8I&
zowFCDa1HA)QnSv@Ul}`V@kXFLhOhNMhx?l6AbptMwajx{-fGmlrh{KL4syQ&eSwDx
zyzRAO)vB$Ijw6L~AKCL2@>Wga3_)bWv|C}9Eran~@Cw8B;tF6pm`R!dCODxB~@j{jxc`<+2EiqFk{;+g*C<$wFj*3bn!L^KeQpgQuGc>6I0%njT`1knnjXuLwWBDN0aWTn%F0d-P&HrbT7+je4t;mtMS7LSbTbk^#vxQg6SB$6pNT^|bW#
zNa#J)N0m|SA?_jq(*1tjnl;f79ixeaCz?<1-
z;N$rU#3pyKyc!_hS;<=UVhitcceZ4V3isMQ`;_aY!x>ZCa~`&jo;nB(<9Uye!E9e-
z`2<8nj$_jxU3xnzDhi)H3_-Yv6VFbwf}!JvgoJ?i6`X2#^=dy-r#f!Pt==;prBG(Y
zmR;mmVn~2QxIMj=Yw)r*-1(Ypym;0m`QZUYYhu=n>?f%2hgrx!NWcy-D`4?ex?-rO
zCfy+lS^{9Bd4&pI2w7I^A*~dv`>dNcW8|ulp!bEdpF6!}Z)bGGvZ0oLfaf1G;xgP#
zaxSJyIM%I;B~bDMo(|?3pY`g(T>jUVo3`U?0YtkgxQ!RFK<8lvLy|lQ7}~~uf)-_w
zec5bZ?14zgah2nUCLCemG)1?!w{O$V!w^X`L|tT`JF#_0HF}I#8q&x^0f6ZM*~ayP
zQPA@I-G<2t_3Sbf%e#{)v@wUQAvp%l-@?z&Llyy768dLy*RfM>a7Qt~X(4
z*qI~&^3v4t`~?fjkUXwPJ!eS$nzAEAJYm-|OX(+38iJJk7eJJiqr&m;!h&4bklr`Klx}!!`-$0_u($Qnb?w|GNjWQK-9GZpfIZ!x$wD
z$Vvnz1-aPfdRPTUHcmLo1L|M}2KUzL<6|*mb+g%dOyAv`4jDk`*yaYKh8iOB+vnT4
z|6WF0$Pjajr|Gq>z@^AfJbn69w~h-h(p2ehJu{!mH&R~4!2B{uu$#`<
zq}q-Oc^X~5PD)2ukh==fP`QJc@F_sf`QDRr1r8*&Ft1Bkx~JsfLE3N$=+B|?3-A3U(qOZe2+CyaOm)|F-`
zC~b^yi;_A7yC@1yp!xfUzwkyNCM*Wnu**W?=y|uMM4vHv+JgeSiYZGkCgv!5wQ>ma`jCy(^)NRDLsZX<}#26ipIG&-Q`vuew-A_yzA@ZP{Bxn
z#Si6h)uK@x2g#imhn|g0&k-C63gH44$H>vp5o#jlI|)7_#sdIX|FviOdzeZZdKYwU
zv^@;s*iPru~1z2ZdeBtoW;3
z7P?Yy>@B=&ie6B8v_$!UbC;|Ur!UAvoQ6>6+Oglzf{>ul2!d&mZv)keJmF
zRe#@c-GOw^s2fOjF~K3vpFwbd5}46)m~DrQW#cCoFt7y`YMxupQ$
zrV+Xzd!LVpR*lg4b3xr>23FF!UW-$Nv{Pz(&@D3FzMU?PI@$AiKml2|jBjle5&6Ky
zfhf^&sHiYagsR&RW!LhX0=+X?t(W#5g4ykR_s(Wv%*95pmL5o*RlhoeUq3Sy`ZcAs
zq6A@K(lD8kQ7|uQ#b8Qy?aQI!gEMHm{maT2j}YqyDl(MHW
zirmYKRNfoxxLXgSdl;o~A;qLt
zXoudqdU_SfmOA(4+_d3xYXaOOG7>EZuTu@OSagPQ67oK8Ot0g!G4j_+4cYCnI=_1^
zSZLjm3+z9|zOo#m%E@4i!mYv&|4sMK{5QR_kA>BCUeGn-fMAF;YJs~4jv(huA_ko>
zkn6e=L})x+d(#i@L7Sw|3JH5i(Oe^D3AZ#HlqQ{G4anYwLxHD6A+j0v87z2TuG8a3
zP^s;q0McwqS`xt-#^{MyA5S>0G+e?8hJ+ABp+jCogs`1tQZ(qT@vJXQTIvgThVE*a
zPL{#rgqqEi@d%3s2xzG^rT+m(b-MI5o~~P~W*mkl4!9b<
z;Daz+p<57Jb)sn1eU)2kBzSNo#A75Pq7c;rKHHf|;s%2ethCX(_Aysq~U%p|e*uK-v*uEU_=+gmqooEj3z
z!-Z2n6Rg1Dz&WK@gY@<-|3k{0lHY0i!t_n1Zua&5Dgj}I^6#*1s-SIP(q}7Kf2bVy
zDop=(;KRV_1bXq>y|J=$Uulu0jPnoyyNeY}**TaP@1aHV-CsYs3W^wcfaKY;$QOWq
z0ue}yyg^W&>E#4$fS%~fOTjF_2H4a=!byYpOGqhn+{8l?J_Hxo
zN#p{;F0eo{p2oy@$%SOCShJ>khXHQAz?zv3opW^5L<}Keu;8BjF7)^+I@NZ#SqhNij^@zucWOz^;yH2|YYtqO{Yi3bk=LQql;6G>jjeZk1UrCL+1VDdO!
zxX}FeJiaj_<%upgTSt9H3Y555e4&$*lU5H|f=Ir#)oJ?>A)hgOP2qX)6{}nwX!;1G
zpCLJG5Gepbj6u!kgoSYviRXPms8N{78)8lO-RDCED6=?a9gwweL*Cox0+S1`8ibdH
zH2DZxumG~;7}Ti3d|oKrfG+F?Kl>l$QN;8=K0PI%6(3C3s-b~JoP6;sg@SkstWu(o
zXd)#W^Ty2xK_R@a1r(mxdxh8;&q#|lqX12Ecr_Qsl5b)7(kkX4MQ83>XGhSW2K({~$EC$Ir`Diat@4GbS4?2nJGAzzb^I5G}i1)b;|cQ-N~U%%$7GN0yw
z`MB~f?HR?P@us?vOt_8M0VNzECBTi)pm{oE7VQirq;BIlVxD6gI=j2OJ0-Ch&mH(B
zo4hiGK3)E}>#-Je0)?~&!zMfp!ay`QgZ@lUo<222gs3Otu;u@=CklE3`;zKG9ss5o
zf}zY3t)+}l?tu<^x>g2hV?2A2dLZkxa`q?sJ)1|mi+H9c2ClnL4rwACp`G%&xE%LH
z{H-J9<6RHo)~L5o6ObimS6-1)efCf0nZ~)N!MRH?3sW_4Vov(aolX1K^VU`6z4CA-
za8-)(cls{APjnR)kjaTSgPjHG#|*2V)6UPYq)|>pbYH)E6^`;jVD^q2?f|LN{<9wn
zRL#f-AWg&!BIRLW5&nj?VldFz2$vv`5f1A;E$J}*X38Dij5)7zb7|Ds!%C38@VOv$
zR2W9^hEwabNul-BITm~W*Ch8zXR^EDc4ocx7Y=IKIB12yD}VyoiVgQCTU
zlg3m*kk{_Xy6KmAir#{)o=mAiH{2BAJl>OH7qxl%&%(R1=NO@AAiZO6RZffAw9>Jj
z?bWKA+z#{wsf(K5>OB>5_$E!iGJ1Qv&6Do(h~LoM{^3d5vp*Z@iP%}be@+gy>mMH0fU)g>;c`>!`JTJ?FaQ%YV=xzr6mg0^P0aJIHl%p&B;3g{O#KZZq{+W=
z<6g9*_wZR`M#nMB0I!8W0d*YYCunvDouaK`Gn>sa2u)a;W_e^i*`KTnpd$&x#2k-T
zz#u!5*9^+pd_VzC1J_5;()s_r<#N6=nPDSza1Yj6y%z2+DSxP~DChbx$Wst~)L>Hh
zr=kiTADAk=Azpq2Vn}s^*&qFnUI#MV^D2hn%Smh86p04Ek6d5ES>)n?dJ^PDnnsQC
z6#Ms|p~)k}Zox+ndarr}r{(pVHwr9V&w%?eW3iogZI=Ss$KP{$#{A1Ki#>t{HiY@Z
z$iE~qn&e`ZVon`bd4!ThxXZEk7Bn}S)T3xGL^tSLY0b7iBB0FgKF(q|O&f2qS1~LA
z26?8w1Gw9q>~@I3lt_c6wN~18KLEQw@82e#3YkF7Xv$?>bDMOj0NLn4Wu|#*@SXBU
zaF+?p5c+qoV$-e60#fY#8^GpW94
ziCMU7hL8eGkL^tIurV`31`EMa+=dAcHOb*a+P|d24o5gWb#$`Vu%V@S3?ii@0CIqA
zrW#Uppa>R9QvVXdU7X9q#;~!3HXcqa3X@9|jK@fO()k{3JfXuf@_|b^I6`oNQaIc(
zQp~ZZKH;Je!@O`LTFeoAr7MK!Bp`ZLZydLr&3CHWTV!+G)l@F{MMP<+f6ypCjy=Uz
z)Npqhp;1;ac7i#856v`SM1T5H62J(W6~mYuAG1VuQR=;O$3T$zhmvW1o9Y;2!=bmh1;7hn!=k3`rZbSH|k!b4S
z$VMOsd>+>)Sv2S0_zM_vtXdV01{;NT!3qYe{lV-;MDH8n`!n$?fRVX6{l
z-?>_l>GAJ7`og&*#D4`YNF~q&=%StDo<$P^G@;FU7vx+K
zro0}Sp&}xMYFG&~TYYHIcGn~_hMT&jtv8pKR!63%Ds
zE)9Yh6>Svq!gHfw^fs70pc-`5X^g4o;WoUn|G_wPVl1OiH?t+9&9hDsQVoMg-f-3|
z&J2!`d4Ei9OsPL#!baTA*MpuqK=FU;y}|ef|KC!E{-0OF$O1#DD72krVb?26ygwl2
zM|lMbyGE!Ug6~jx9wX_9ko*;4*cEmL&!KFSCnNtfSjHIc0m66|pVu(Bh8bu%sW6x`
zd8#^ns>(sLjA~O0Mw{p-99(2q47(&>^O0
zuy7UGsns-M0H{LK6{h~!=T^3}d~3^b=hb5f0tHB-0vO{o`_UYn#Tfj1%=&PW!3g9}
zb_^Qs?Vk9Z6|I&1FBb@hgMbnv-#7lR6=KUIlFcAazei>OAmVdkIvZopk3EbuCAyS`
zOXT!#BuN}gL$}zkkvaekdyH!X$B;Tt4o()T1yW>rAnY0aw!pNI)V#9!*O#6bs3~eqI^^>
ztpqW0O`;Tj17}qLp-HegT}lE$fQ`9veZiq!y!_Cw1Cwzv5~dyuFemGqw2d)dm)UHwe1)1vH(8n(ky!Ugm%JS}~YX+4?8ScWB35)PK7M;aqZ;qLPwBs!|V}
zKcM~T)Jn8(|qoSTg4`g-lUQ4kJ;}sPUtm1_Vw<~cj5En*z
zG}goZ_PTMi2(FjuUw0XN9rBxA&gA}j{^`+kV$TQ@PuH0e)cj1TJR`G=kH9x;b{@lL
zuIz%|sj0b}(JU6^+W!Z(124=bnu#E#9Ey2DPc1If!IK460A5A-`>do+avV0AjM+9M
zpl`ZL%~%Ez9rzn-R&1`ItXu_MTHJl&LeIx%`$|WTUxO5_P4^wd9EWxH&rsG1USzj!
z+_)hfTMO2YbxX@)R<&sCuD`5m>3R1J?jedm{**=~S;5%tG=n#W^tW2Jt5Z}Xyji%L
zGH59>MeF|@e)dX6%oKu;j|v!$^#nGimCUHstYEk&bQY%LT$s}v!bQ(pA+$KwJNW-)
z%UL}5xAK>j6yjg+kxh%HsZPXS={6J$>n8%^M?pB4cmhm+9QE=R*h=mMra-5`9dcR9
zx4EX;fX>b#e&#PD5@YZfdpoQsYYjGE2I
ze4C$tOik?;Mb^BQ-nfTM9cfBX$iMjraWZUfz6BUPl8K=JC=-bfaJeDP7@&^PbQm~8
zj2v!uxq%=ZnH0D)EDCD}cHxJd<~j{_hExzSDeMawOrv4}$YVwZ?M^cZyRUR2f_mx{^t7MXwG92BeE_OLD2PGJ-UEONLXEP&lT*6q
z#{p7H{-=X!xc`x1HS1@q%!>YF>dV!J&@`Z=1(30rL<#q
zh!yC5NF37vX4oBPmr2lgl+)2fhOO7U%H7>8ZchZwgsRgQaAvEhg&pV?Ec&pniT6Y
z@R&>jo8|ZL@F2>GGp>sF4oJodnfmjXM%TIz?)%I|o3bfTElNWPlVupY(*Wg#E<@Qn
zOeD!FG{$9*9YGgX!GHY^OYbh&#Dl-_+~Fy57z-ETX59?BtbvfOLePI4#G;Gyt%bZj
z@s*5fA}{|UR{JlZ5Lqznh1GvMj4sQqj{Nl`F@dOtA&i(2j8op`r3p2JyXfKqG+PHu
zr;{%aCQ=IXA;4G~H=uvOu-Fa0J9V+sqUat;D9oD-6|emhAf1;6`o#Z3LauE>qN`w|
z-ZV&}c?IMn)G^pV1O;S$=it9I2nQ)D4QN63BW`4-5+rls>q9XqQh8H*AcVxDNYbne
zu@A^(k1;<;j%MYiK0aKe|G%Ct`lmgZy=(Ti&71Q+O`=AUGJ|<2*}?bwMDxzzDhFpk
z@QP3+?rGH!UK`+(Nd$8AG*gLPE&P6WcUxu30v_x-$wrx978?T}Pi
z|5s;M9!>S$?ziKF5@{By9hwjc38kWBPGl(3fQSg83`H81G88f;iK0Yg$W$o`TZYP*
zC{vP@v6IUEJiGIr``)|GS?j*{tn-H@?BDqPKF?=*K={BU)iM!)rHJ$Z^wI?NWO)tS
z|4T{PTfO*~2tEB9-RWmXu%CCRl?o2`HJehn7P=Uw7TJr~b=OyhCiF5XXJ^Kww#|$K8tIIjTOScpfGlP3;HTchy>PEdT}@3qc7Ep))XJ}}T)u2~{_KhW4tPo+P9JzJ%Ow`D(7jLNQnB+n
z7M#Foyzby?9L)27t++%fO)_^c&gqFDyM&<84ivNk;6+6j;amS(Hk4Dmks3TiE>|x`
zRuL2rh1QJ!DKjT_RHopwKNxf%JLGErBWJGU2@Fv$h|>
zqLYICekq{BpFe+k!M{lPH@$aATF!9YS;Whv0`dCb=A?pZJQmc^Yq7%>Q7H5RHZ_I#
z4KlHK;Jy|0_4Oat?qvy*D*(6^RU6oX)8O=l*LanK5&oiIvp)VLNYoK%dC8-TMe>r>
ze5gB67U+|srsM;CvW0e0J{PTP|JR-E7q|5v=qCL{Vi2MR_0$${ngxiI0pNyK(d@+o
zh)=o&W1vPSFOZ({
zEQkGbN|#lS7ALV>G?yvt%r#U<=f$MIHbdZ&3s4
zhC+JeO{paC|FSAFjztTx_YEbAlAzF$_956IiC%mz$&))_`ERtp{)d`+LN(j6M-hVf
zp6(8A%0ew7xG7Zz1fg~)RReC=BxxxM21BQ7$5`$EhiX%lD~Ue
zC^+4#n7cn*!dRQMB!Fq~5J_Mm)5YP}0warl8rH6{5Ai{y%>d`2O_|B~%}xZofEm*c
zMXMxYNkAI05wMv_21#=JeLv0cH*ZShm*4!4QhyuEi1Wf9UAd$2uupF~7EKm;0Q0TG-wYrH(loCu7V-Vm{%Nh<*l1&JGen!0Yx5>j30&
zgr1(+t|5saXmp%z9~)%Zh!xb5!1=E%JV91wLfr8(58gCn8)kAlcl6{${hRuqw6yCJ
zos)3K@EV(wy(hs(lSu@rp)Y(}-3=EASXaGJFL|bKL%8D_6QiLE%-rBW5uGBNMvO&hgM4St&UM
z6-RD)0ydm05BxSoQg>3=U#OK<|X@LIl%Zubd_rR?>H;j~0!9exp1j2JWbkI$)#G7d_9n*DJ)
zc47hc+R6B*KgQla7%^ShQ<&2i=^9`+=dAN=>eS0v0pyspEm-f2&@n5(PDy1V*4VP%S{$ICd9C9Zvly5R
z!cOc7B<`bC3JhOn>|fPfN5|llsVeXpotGS1vBGe3XJg)hOYJK!!k8wg-?Z7ODy~9pSYIJn~!P?g#5U8f0ASvjTmr^BiT=fEk*i
ziX=Ju=@AfzOYq_crO@{1qd@_@=>n(7anQ0n0MNqZ!9k4M|39=T^nnZyIErWk)7jpZ-Ayllw;lE9=c#
z5>hhm)H-_evGIm(@K^Zn-|z+|4V%$L+7!V0ieAHDUgQ#XRmH{C+c5M?j!x;25%KO=
z3x_nj^MtCGg7c|K0{?{Ak-g!nE2EcH^a7o`_ie+bO}5S5P+ytEVaNN^;8FR7@eZrP
zhuXw*q}M=V4CO?j2F}~v9M_5_{T3cv)0c{hQ<|tm11{Q8u1xohG%6@=D7O*l5;kWU
z7?@Os;4L-_|KWhAbz7b97Y8`XP4hi-xhRo_MkFDImS&5ZUi+;vz$Uz-zw7O!7^Gj301{L`=KZ7sxu7};
zi3YCkP0>S3jje}lHB+h|%eDdD8xjFSZgvw;)$^tqtEf|k6w$kkdlRC5(qLw)92t)V
zFis~$vvdGw(S)6r$o&FYN-8dEG7bu^i#m#MM_oZIAId-H_xVWPIKB81
z7Z;bZ?&#p)3pUY>?Jd=p0xf6*0g9H0d~tc5Wu=1TNdaF*1u!K%QEUJxxo-$ALeg@q
zaI{Z_rjAa6hnaZq4-p%DIp@?iXe}t)Ue?<
zPoFNX7{IKt6sRxF`qR3#(sNyDU%~Z3UB8st3lwa$o}iv`L)5$34=Bje;GQn?>c@_q
z9`pCf&HTPP(%tB8^I(4)hKXP0qfG8yT!w!+9Le@b1_%;H;9fT6x+JK#;#&6t$G-c<
z+tX7?m##O-`-z4E5PeZr14<^Ba*v0eWE#ZzvB%5MGS_zzEEE2CGWs!P=%pUtLx2sf
zgcOqtN|F-7C{QU>9>HzGJAS5CG9rQ@G}gEvvJd)WCtQ6!6mTpQKdC*GE3*{h%P&Ji
z@_15Y;qk;ALsa+|Dtw?@tHj;0DIABAMp~r`eckyMrw8xy7DhrTpmYx<1jd=7(adUs
zE6$e2;6bSEQBqN4jAX=S_Uuw<`&U3%*oBBA*RLW*Mn;u14;1xcAXcS-GiR0q1Cc8g
zoQ@n8@oj0qnvgtA!ntIN`x%5Ukv|44;36@x$08~oEH~tjV4Rx}A`=nauwy!6vjS!7
zRNdY>V0%=$^H|Ud^y)4emqMfNNPiC5$Doc=FRFrl;6y6{#HMEBV-V?iS?75~%Tafg
zNE8!@(($KDfZjF&7Vq3mFGP=DJ1
zvB-9fk6Z-f7KKIc1)_$CrwgM4+7dKc7C
z?3n~K|M30}RaY&ix!#1~ccC*W=#ZsFizR%ZAf&G~Xtw3yN6>#(#izo_*o82&XXh&m
zQjzT-&CZC&?WGwZ=#d;rSwcD|d$6&TLJ1l?fd(K`{1b}Ka3hlpJcLrdzT;ATU|x*T
z)sbkHJ=!G+v-6ffZATel$QZkWwxBO1dm(_9(Ds`Fe^JvZx3<@%VuZ#%EHba4ETgdz
zO1hMNPoXSF05DJwNYR6kqG^Rv8gkF~_v^q*4qGa({r-beD8U9~>l;)0K0qQGLh@(+
z*%qjo+>thq-bA0QpEwH|mw}xK-;sXm&I0)Yu;1jt(I5AKq9Pno9WChA>@kC+UuHFA
z6T1i;hHhyR503#F9tvCnIc*a;S~7bl1;4u?$KM{yI4G6eyeUd?gacv`83GwdN$&6=
zMB>!MtO99r6;(XM3L&TR4j_59|efQOZ|`^oXR7M6MJ(c=f129rb7o7%jcTL4losJdwg1U00`82_~R5
zbwK%z=F&L(hAnf{=I2~;Mq@^r7)?Q;F}E3g(YT$_mEoO3G;EV(mLzqg^c6(N7e{47
zEK5;R5}1rKJgyHc7j=8K@cnJMlkU5GybIX?MG~T8aJkSMsqCJD6PBSc<3@eowqx8R
zk&FHG2i9i?%JhU}{?q>VeNt)D1)MBlUZhbCw=pw2z7XA95>#O{D1&A=@VDv?_qUFR
zCd>hJseo>VKS99v=N~s{oRuE(QqhKF(ac{=%aem|F6SGt#!}rl)s`nEC6U<7FVolx
zdK1yk?9HENGpOedc$pR*vdAbQ6BZb%0!06cp}JrO?+m=SKMY8@86;jwd|z?ZU7#Bj
zAFOnAdSr|3Pi#sw0pudEyex7plp;I~HEn5pKVnoI$skY}(W2Pcm@0-Ll(bOA_kkf*
z#BFiTcK?a9r|}N-D)aYYIL=D!J91FUtfV4fDXgMB&@HIP(Y#%h4bgaODrpvL5;QS1
zUAXa1x5;!|NAXBJxO*dK&6>3rC|+mvN&q_;KDo?_HIDF{@;3$eZuF&AdbO
zStVoQ^!q}~nbBGn+C0aYqV4lf2Tx>~E2#e-mT=rZo@G{J6Eks-ko45+Cze#tcZm$w
zQEpl?i(g;ce#Wi67ICffC-+y`9QrcwcsOEBTx9I-D({hk{(SGYHC093s|AoLzR7yu
zJ}opi`ERlZ2M4vJX1zcib0VX(RAXAe2Gk4-3)9NV%SCb7@;nEV3_K9*m~!V%5?~nv
z48%y@Dv^zT%j)XFk*cS@;Z&Lm
z6gkY~t=iK9PB5wg?R529kC&`s?B=R`-Lz6svEEBF(U78u#b3TAYPii&x^#}Q6rQPHgJdYDZ3yWf*NvfvgGZ95rq
z`PU!CyS63v;mQvx=K
z#vWZbE#N)m3$rZ`-QYN5m`w7@eN=Q*qqTOoT)Se08YH3!;MKFTvO4uS1r7~-42M3)E
z8z4NmhIp*wj@{key*`$BEf;fCPnx_JVKbrla9RqUTNNGsp^PKm;^HDZbt{_aPj
z-Va!&Yf%O;S97nsaNzn+$HH`fo-
zbPaaxVp5*ET4YhLzJr4#4ypz~n=S-zSDTu)V=V188l&;1YOM9t?0C83dy_VasQQ>W
zge+z}vtD6sYuoB#4h8O9_>bkg%`|pdazYi^Z@{+AbLFYl?}A
z@-Hl0)6~@D_ThP0qO~-h{Owf%nm0az=|jZmsgoxs6k%6ymOcerGuQGp3V@V0a`oED
z3w_7Bl%AQHf5U40hQPTJJ0~X%Z*LVeBWG)C4RLL+#m93zbPG>`<}9|Jk;m)T|Af`8
zICfAm@|&#HhkRASK?`X+t;`3du)1k_Nfh`k0|Q(16)Eqx{rMzDaF$ekd(CO
zdSYVB@R!UnTOS`0ps|92g6nj2&Y28MJA(ReL6~+;YwHxyehtmdoPH*2gUhTBW0mNa
z5EjZ`+hqlur`G@5H?J8pXL4LFS_GNPdeM-pw{K5It7CBM)%(7_6437wA0y5%Lo}VS
zgRdTbY4oh30!5;5I?zsrUrvr9>>kHpfWfJ$iN6b*JbIQ>U~e@JcEQE6<*QclglQ)p
z8vA(vMQm)W@-QxFI^I4!l_-qcFO0M_H%nTG4=oTK8XkUxyuAxe(TFU^NC?~{=MdQS;WVP3gDW~mMOOWIfme+w
zFFylDw!`3p-@be24-{`6IDB>QFpQ0j)9>CrhJ6D5>Hw&8#8g%1L5DQj>*!-g8*+M1&grx?nGK>-u_dKLq`CWZ
z--i!p0i28BcCLt=tet3hKn2m;JQF9b_wiW`n(%E;PXOe7@8DEMcIhUpMbKTItg5Q1
znHnA*j_d0+iWZw6>j5usqp*;Wfw{Tl^*x0ieL{F>zra%$Ur-=|2MYf`bW5?lYZiFn
z0>7Jw#~y$IX1UG_$fSXCX#%Qqwbp%hb`Pto1<+xoqmI6posG?RHdO8Sn9*_0!w>WF
z@|+Q2gE?Zwb#=3L?AVd(+Bpf2EJC>aVq!#=%$S7HhP&L{X4q#5K^epi-RfEFl~{*(
zK`%5EdMkeH>#J#Q=7r7-geK#%K7YuSD;KbbU@hwC=wO1o)tpd>tQcSmZ=p%>gJS4&
z&XeL|HO+_u_&K07C~j<=6Cty+6s=Kwja~4SE7CCla#VstL;bO*po-%{`Lj$&NNDIy
zi1~w~Ye>3}OjM3(0l!0rz(^X;Vd*~neI1V-xS!Si$+yPOOIzeJElj<bv*s&8370D=Egj;Nl$5+274;4l4vmc)Cs5RjnYnp87`ldRM`1890zyKQ
zc6~c{iN(?d8S}WTY$A}fhWtY^j5hLp?CP#es(jkeUMF*vu`bm_9dAEC7PZFIwVZyb
zsmnTC@0X51GpFQ9aF|Xsh%*glwd;7D9uHOuAvUr$wS!wAh
zxWP}H+`-4k2TzXvipW5qDSA{8)~#k?q)P0i6b6cmiDSsn6h{peTG4rZs{~9Ffru)*
z?Jk0BOCco{m5a&AOB)*+$N>HPx2#CFqRjc=`P5>816@o=5YtLDboKB^LQLd2jZK^S
zE4)WHC&;)jblP@si;0N_IACihC;dq${Xv-M;DV{OV1Y(yu{dDEwTq_?tvs)xj_tCe
zt!*Z&P&x}&mK{VQdSePR3BqTsqm%6ALZ}^)^oxhnlfdKM8
zgF9T6pf5B$dQ`O~*G1j##@)LiXot&+i~U(FmK`qPRzt&UVdbN{JwSg#RwXJdEF4;9
zO`~2UmMxo^ZMt}UI5*H`)5>L+pZ*T8V?L;~sY&s-bk3C2YMOjNr
zEDjYz9t=>w)s2{st(jT_)IiJiehlWsoYC}6dEfZ7_|tjq#A~;2OO>-&;wRPCYbS+S@4fN5p^|NDV?sH65ladkbab?EXGh0-De3vb!es3Z!Nam``*tcyOJV%XnA>gl-$Nu`ErXk_)H0qEp0e%gjX~#Px)ui
zyUDPmh~p}5F*F>wI_0FS$NVoJ=9JRZuF}gj&WvLASAudvSNs8E;G6iei1V-S@~`{#
zO)HJZ9E7*v7g=^FXxU!{&f()`{`yKb;Vt6?{cE7?UU?Be%)F-`4m`yv@HZdz|N5ij
Z995r(Y^JSU!$y3yHtKJt+A|

literal 0
HcmV?d00001