From ca97083d03fc549cf2e1a56738c3f5a30a8fcfb5 Mon Sep 17 00:00:00 2001 From: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> Date: Sat, 18 Jul 2026 23:11:47 +0000 Subject: [PATCH] chore(gatewaybench): narrow scope to 4 gateways, simplify chart to overhead bars Co-Authored-By: Ishaan Jaffer <155045088+ishaan-berri@users.noreply.github.com> --- gatewaybench/README.md | 21 +- gatewaybench/analyze/make_hero_charts.py | 226 +++++------------- gatewaybench/analyze/overhead_comparison.png | Bin 0 -> 53705 bytes gatewaybench/analyze/throughput_vs_memory.png | Bin 90326 -> 0 bytes gatewaybench/analyze/ttft_vs_memory.png | Bin 87310 -> 0 bytes gatewaybench/gateways/litellm-proxy/README.md | 1 - .../.gitkeep | 0 .../gateways/litellm-python/README.md | 1 + .../{openrouter => litellm-rust}/.gitkeep | 0 gatewaybench/gateways/litellm-rust/README.md | 1 + gatewaybench/gateways/openrouter/README.md | 1 - 11 files changed, 69 insertions(+), 182 deletions(-) create mode 100644 gatewaybench/analyze/overhead_comparison.png delete mode 100644 gatewaybench/analyze/throughput_vs_memory.png delete mode 100644 gatewaybench/analyze/ttft_vs_memory.png delete mode 100644 gatewaybench/gateways/litellm-proxy/README.md rename gatewaybench/gateways/{litellm-proxy => litellm-python}/.gitkeep (100%) create mode 100644 gatewaybench/gateways/litellm-python/README.md rename gatewaybench/gateways/{openrouter => litellm-rust}/.gitkeep (100%) create mode 100644 gatewaybench/gateways/litellm-rust/README.md delete mode 100644 gatewaybench/gateways/openrouter/README.md diff --git a/gatewaybench/README.md b/gatewaybench/README.md index 5fdcd22ad11..2ac2915a6e1 100644 --- a/gatewaybench/README.md +++ b/gatewaybench/README.md @@ -4,11 +4,11 @@ A reproducible benchmark for **AI-gateway overhead**: the latency, throughput ce CursorBench measures model *quality*. The right question for a gateway is not quality but overhead, and specifically the overhead that a coding agent feels on every turn: how much longer until the first token, how evenly the stream flows, how tool calls behave, and how the whole thing holds up under concurrency. GatewayBench measures that, and it measures it the same way for every gateway so the numbers are comparable. -![GatewayBench throughput vs memory](analyze/throughput_vs_memory.png) +Gateways compared: **LiteLLM (Rust)**, **LiteLLM (Python v1)**, **Portkey**, and **Bifrost**. -![GatewayBench streaming TTFT overhead vs memory](analyze/ttft_vs_memory.png) +![GatewayBench overhead comparison](analyze/overhead_comparison.png) -> The charts above use **illustrative placeholder data** to show the design. They are regenerated from real `results/*.jsonl` once the harness has run; see [Generating the charts](#generating-the-charts). +> The chart above uses **illustrative placeholder data** to show the design. It is regenerated from real `results/*.jsonl` once the harness has run; see [Generating the chart](#generating-the-chart). ## The core idea: isolate the gateway from the provider @@ -38,7 +38,7 @@ The mock and the load driver must never be the bottleneck. A Python mock or clos - the driver is **open-loop** (constant arrival rate), which avoids coordinated omission and keeps the p99/p99.9 tail honest - runs are deterministic: fixed seeds, fixed payloads, a discarded warmup window -Only the harness is Rust. The gateways run as their real selves: LiteLLM (Python), Bifrost (Go), Portkey (the OSS JS gateway). +Only the harness is Rust. The gateways run as their real selves: LiteLLM Rust, LiteLLM Python v1, Bifrost (Go), and Portkey (the OSS JS gateway). ## Metrics @@ -70,16 +70,13 @@ Load and cost Since LiteLLM publishes this, transparency is the whole point. Every gateway config, image, and pinned version lives in `gateways/` and is meant to be challenged. Rules +- all four gateways run on the **same single machine** so the numbers are directly comparable; a run split across different hosts would not be - each gateway runs in its **recommended production config**, not a strawman, and we run two configs per gateway: *bare passthrough* (no logging, DB, cache, or rate limit) to isolate pure proxy cost, and *realistic prod* (key auth plus a logging or spend callback on) to match what people actually run - equal resources for every gateway (same container CPU and memory limits), so a result is never "who got more cores" - load driver, gateway, and mock run on separate pinned cores so the driver never steals the gateway's CPU - fixed seeds and payloads, a discarded warmup window, multiple runs with median-of-runs and variance reported -Category differences we state honestly rather than hide - -- **LiteLLM SDK** is an in-process library with no HTTP hop, so it is a different product category from the network proxies. It is reported but kept off the same latency axis -- **OpenRouter** is SaaS only and cannot be pointed at the mock. Any number for it includes their infrastructure, the network round trip to their datacenter, and a real upstream, so it is not comparable to the self-hosted numbers. It is either excluded from the isolated-overhead charts or reported separately as an end-to-end measurement, always clearly labeled -- **Portkey** is benchmarked as the open-source self-hostable gateway, not the SaaS +Portkey is benchmarked as the open-source self-hostable gateway, not the SaaS. ## Layout @@ -102,7 +99,7 @@ gatewaybench/ cargo workspace throughput/ RPS ceiling + CPU/RSS cost per 1M requests tail-latency/ p99/p99.9 added latency under concurrency gateways/ per-gateway configs (bare + prod), pinned versions - litellm-proxy/ bifrost/ portkey/ openrouter/ + litellm-rust/ litellm-python/ bifrost/ portkey/ xtask/ `cargo xtask bench` sweeps the matrix -> results/*.jsonl analyze/ chart generation for RESULTS.md ``` @@ -123,9 +120,9 @@ cargo run --release -p ttft cargo xtask bench ``` -## Generating the charts +## Generating the chart -The hero charts are produced from the benchmark results by `analyze/make_hero_charts.py`. Point `_DATA` at real rows from `results/*.jsonl` and regenerate +The overhead comparison chart is produced from the benchmark results by `analyze/make_hero_charts.py`. Point `_DATA` at real rows from `results/*.jsonl` and regenerate ```bash python analyze/make_hero_charts.py diff --git a/gatewaybench/analyze/make_hero_charts.py b/gatewaybench/analyze/make_hero_charts.py index c3c0ca30bd4..609ac2bd5c6 100644 --- a/gatewaybench/analyze/make_hero_charts.py +++ b/gatewaybench/analyze/make_hero_charts.py @@ -1,12 +1,13 @@ -"""Generate the GatewayBench hero charts (CursorBench-styled scatter plots). +"""Generate the GatewayBench hero chart: a simple overhead comparison. -The numbers here are ILLUSTRATIVE PLACEHOLDERS to convey the chart design; they -are not measured. Replace `_DATA` with real rows from results/*.jsonl once the -harness has run, then regenerate: +Two horizontal-bar panels comparing gateways head-to-head on overhead. The +numbers here are ILLUSTRATIVE PLACEHOLDERS to convey the design; they are not +measured. Replace `_DATA` with real rows from results/*.jsonl once the harness +has run, then regenerate: python analyze/make_hero_charts.py -Outputs analyze/throughput_vs_memory.png and analyze/ttft_vs_memory.png. +Outputs analyze/overhead_comparison.png. """ from __future__ import annotations @@ -18,204 +19,93 @@ import matplotlib matplotlib.use("Agg") import matplotlib.pyplot as plt -from matplotlib import font_manager _OUT_DIR = Path(__file__).resolve().parent _INK = "#1f2933" _MUTED = "#6b7280" _GRID = "#e5e7eb" +_DARK = "#26272b" +_HILITE = "#f2530b" @dataclass(frozen=True) -class Point: +class Gateway: label: str + added_latency_ms: float memory_mb: float - throughput_rps: float - ttft_overhead_ms: float - color: str - note: str = "" + is_litellm: bool # ILLUSTRATIVE PLACEHOLDER DATA -- not measured. -_DATA: tuple[Point, ...] = ( - Point("LiteLLM Proxy", 450, 1800, 12.0, "#0b7285"), - Point("Bifrost (Go)", 180, 4200, 3.0, "#e8590c"), - Point("Portkey (OSS)", 260, 2600, 7.0, "#ae3ec9"), - Point( - "LiteLLM SDK", - 120, - 6000, - 1.5, - "#2f9e44", - note="in-process, no HTTP hop", - ), +_DATA: tuple[Gateway, ...] = ( + Gateway("LiteLLM (Rust)", 2.0, 90, True), + Gateway("Bifrost", 3.0, 180, False), + Gateway("Portkey", 7.0, 260, False), + Gateway("LiteLLM (Python v1)", 12.0, 450, True), ) -def _style_axes(ax: "plt.Axes", title: str, ylabel: str, xlabel: str) -> None: - ax.set_title(title, loc="left", fontsize=15, fontweight="bold", color=_INK, pad=18) - ax.set_ylabel(ylabel, fontsize=11, color=_MUTED) - ax.set_xlabel(xlabel, fontsize=11, color=_MUTED) - for spine in ("top", "right"): +def _panel(ax: "plt.Axes", values: list[float], labels: list[str], colors: list[str], xlabel: str) -> None: + y = range(len(labels)) + ax.barh(list(y), values, color=colors, height=0.62, zorder=3) + ax.set_yticks(list(y)) + ax.set_yticklabels(labels, fontsize=11, color=_INK) + ax.invert_yaxis() + ax.set_xlabel(xlabel, fontsize=11, color=_MUTED, labelpad=10) + for spine in ("top", "right", "left"): ax.spines[spine].set_visible(False) - for spine in ("left", "bottom"): - ax.spines[spine].set_color(_GRID) - ax.tick_params(colors=_MUTED, labelsize=10) - ax.grid(True, color=_GRID, linewidth=0.8, zorder=0) + ax.spines["bottom"].set_color(_GRID) + ax.tick_params(axis="x", colors=_MUTED, labelsize=10) + ax.tick_params(axis="y", length=0) + ax.grid(True, axis="x", color=_GRID, linewidth=0.8, zorder=0) ax.set_axisbelow(True) + for i, v in enumerate(values): + ax.text(v + max(values) * 0.02, i, f"{v:g}", va="center", fontsize=10, color=_MUTED) -def _annotate(ax: "plt.Axes", p: Point, dx: float, dy: float) -> None: - text = p.label if not p.note else f"{p.label}" - ax.annotate( - text, - xy=(p.memory_mb, _y(ax, p)), - xytext=(p.memory_mb + dx, _y(ax, p) + dy), - fontsize=11, +def make_chart() -> Path: + ordered = sorted(_DATA, key=lambda g: g.added_latency_ms) + labels = [g.label for g in ordered] + colors = [_HILITE if g.is_litellm else _DARK for g in ordered] + + fig, (ax_l, ax_r) = plt.subplots(1, 2, figsize=(11.5, 5.2), dpi=130) + fig.patch.set_facecolor("white") + fig.suptitle( + "Gateway overhead, lower is better", + x=0.06, + y=1.02, + ha="left", + fontsize=16, + fontweight="bold", color=_INK, - fontweight="medium", ) - if p.note: - ax.annotate( - p.note, - xy=(p.memory_mb, _y(ax, p)), - xytext=(p.memory_mb + dx, _y(ax, p) + dy - _note_gap(ax)), - fontsize=8.5, - color=_MUTED, - style="italic", - ) - - -_MODE = {"metric": "throughput_rps"} - - -def _y(ax: "plt.Axes", p: Point) -> float: - return getattr(p, _MODE["metric"]) - - -def _note_gap(ax: "plt.Axes") -> float: - lo, hi = ax.get_ylim() - return (hi - lo) * 0.045 - - -def _frontier(ax: "plt.Axes", pts: list[Point], color: str) -> None: - xs = [p.memory_mb for p in pts] - ys = [_y(ax, p) for p in pts] - ax.plot(xs, ys, color=color, linewidth=1.6, alpha=0.55, zorder=2) - - -def _scatter(pts: tuple[Point, ...]) -> None: - for p in pts: - ax = plt.gca() - ax.scatter([p.memory_mb], [_y(ax, p)], s=90, color=p.color, zorder=3, edgecolors="white", linewidths=1.2) - - -def make_throughput_chart() -> Path: - _MODE["metric"] = "throughput_rps" - fig, ax = plt.subplots(figsize=(9.2, 6.4), dpi=130) - fig.patch.set_facecolor("white") - ax.set_facecolor("white") - ax.set_xlim(80, 520) - ax.set_ylim(1000, 6800) - _style_axes( - ax, - "GatewayBench: throughput vs memory", - "sustained throughput (req/s) higher is better ->", - "peak resident memory (MB) <- lower is better", + _panel(ax_l, [g.added_latency_ms for g in ordered], labels, colors, "p99 added latency (ms)") + _panel( + ax_r, + [g.memory_mb for g in ordered], + ["" for _ in ordered], + colors, + "peak memory (MB)", ) - _scatter(_DATA) - frontier_pts = sorted(_DATA, key=lambda p: p.memory_mb) - _frontier(ax, frontier_pts, "#0b7285") - offsets = { - "LiteLLM Proxy": (10, 120), - "Bifrost (Go)": (10, 180), - "Portkey (OSS)": (14, 150), - "LiteLLM SDK": (-40, -320), - } - for p in _DATA: - dx, dy = offsets[p.label] - _annotate(ax, p, dx, dy) - ax.annotate( - "efficiency frontier", - xy=(120, 6000), - xytext=(300, 6300), - fontsize=12, - color=_MUTED, - fontweight="bold", - ) - ax.annotate( + fig.text( + 0.99, + -0.04, "ILLUSTRATIVE PLACEHOLDER DATA -- not measured", - xy=(0, 0), - xytext=(0.99, -0.13), - xycoords="axes fraction", ha="right", fontsize=8.5, color="#b91c1c", style="italic", ) - out = _OUT_DIR / "throughput_vs_memory.png" - fig.tight_layout() - fig.savefig(out, bbox_inches="tight", facecolor="white") - plt.close(fig) - return out - - -def make_ttft_chart() -> Path: - _MODE["metric"] = "ttft_overhead_ms" - fig, ax = plt.subplots(figsize=(9.2, 6.4), dpi=130) - fig.patch.set_facecolor("white") - ax.set_facecolor("white") - ax.set_xlim(80, 520) - ax.set_ylim(0, 14) - _style_axes( - ax, - "GatewayBench: streaming TTFT overhead vs memory", - "p99 added time-to-first-chunk (ms) <- lower is better", - "peak resident memory (MB) <- lower is better", - ) - _scatter(_DATA) - frontier_pts = sorted(_DATA, key=lambda p: p.memory_mb) - _frontier(ax, frontier_pts, "#0b7285") - offsets = { - "LiteLLM Proxy": (10, 0.4), - "Bifrost (Go)": (10, 0.4), - "Portkey (OSS)": (10, 0.4), - "LiteLLM SDK": (-30, 0.6), - } - for p in _DATA: - dx, dy = offsets[p.label] - _annotate(ax, p, dx, dy) - ax.annotate( - "ideal: fast + lean (bottom-left)", - xy=(120, 1.5), - xytext=(150, 11.5), - fontsize=11, - color=_MUTED, - fontweight="bold", - ) - ax.annotate( - "ILLUSTRATIVE PLACEHOLDER DATA -- not measured", - xy=(0, 0), - xytext=(0.99, -0.13), - xycoords="axes fraction", - ha="right", - fontsize=8.5, - color="#b91c1c", - style="italic", - ) - out = _OUT_DIR / "ttft_vs_memory.png" - fig.tight_layout() + out = _OUT_DIR / "overhead_comparison.png" + fig.tight_layout(rect=(0, 0, 1, 0.98)) fig.savefig(out, bbox_inches="tight", facecolor="white") plt.close(fig) return out def main() -> None: - _ = font_manager # ensure font cache import for consistent rendering - t = make_throughput_chart() - s = make_ttft_chart() - print(f"wrote {t}") - print(f"wrote {s}") + out = make_chart() + print(f"wrote {out}") if __name__ == "__main__": diff --git a/gatewaybench/analyze/overhead_comparison.png b/gatewaybench/analyze/overhead_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..9fe994ac7deba0aff8a9dbea94371d302735af56 GIT binary patch literal 53705 zcmeFZc{H2r+cvE2?yxC#2ecGzQ8ia}46_SLlXHAOi220Zk3WYK@<>*VEW=%K;T(|z}FQ;)wc%AFF2n5b>itCmm4?j5{mzExYIViQ1v0_ zpQ~@!&F&SikHb#97!O{~+w?y8M-n^CE*vlUZFB9`X6;hS4Xm@XV%o3X6iRv5w{PG6 z0)O@Q>#guG8Tnt|u#D=R=sonG@2*|EdHg?LetI%-;lJK<o>~=sPR$IjuG+07RHvAJD^!c!+P}g@9Va?^1#eq%&kJL%JX@-+C^;6n z-2UpLC!K%&1=QMe?6&?k?KofbiQj8{wsz}`VAhAWE_1gvB7CIDr&`*!DW_=8CBGm~ z+@294K0(7=chp6><-cKNJ!#}}U$wS&x|;s+KR03GsfK4*Qd?Uatb6l}ToCnvrgpm} z?fq%~+_|}P{3>21Xp+Zw&gKVkXmq3i-_}RF3$lBqv3(?&Z#hyjPC18JJk@Im^-v^d zh)tRTLLQd3x3F1kk6+!CX0C2x{H|vh4{fy30v{D(+isBFO>cVrTIbDB(}HvqE6cAB ztDZgsPr_7tMj9F$;5W|wzM`dvf6NASG#!Z;M0|Vy=Jo5Ux<<2()5Sk5G}Xq(b#)Dh z(_I!-0SAX{YXZe$wOLsLjRJ#%=l2!u%jwsCe?ZObsdUQGm6bnvSHGMwM9G18*Mm{o!^6LSfrX{y;>~8Zur0^9-gFg2-*}TBTc|2kLrK{w zd?d6hk@!BAz5nB-BbCmSL+DTrLDd4OQ!14(yd8}kem|+y#@N?4DkmprdSdP(XFx!L zgteADYzw8=jsuG({5(gbR;5O_>W-}~QY!@1y>thhdW?q>Pw=by-+gD?=k4ulmi_Fg znaU@7xRt!=!i@f7XJ_Z~f^-&2#N)tP#6y&#E#%N>-phUVXQmR7N+71TG;S!M~QJwnDC5zo9&a^6s zq`iUOtU=X?dZBq4x#(zQl9{+x2fZshwE6g#~1HqU~Mf6hlzUt08xq{_K}uy2nopG!+kE#8hya&0TF8fk*X zGWYI_tv`Z-f{NW!Ojy}bg<*|#D9gUf!%et%WzFb$>#S!B!3k)HC{=j9o zcdRaC`;Cc-X;tVXYfun!^j8Q!xX;adj3jdmwCu)gZ`bg!PJ(#61t|tjsCFjtF>LJ4 za0_JDvhl$5zHnry2H45Urpz`3mR~OBF|$^!^EKjZ5CYgoUrH1ICB zor{Y<7aT5dU?jrTEVj1-(cW#W%ymlhlfSi-cMB$!L)Me8?CnGlODK74JTe^vt+o&e z3p2b&#$at|TG~>0+3VNQgsAWtSK6ygc>HEG*Pb63<5ZxuL9QH;PSA zIfQ+|Am19I$B7#->+8D+NU`O331(I())gG|g7%&?xk1B8tu*?dlsbJ?fuQaZOy~ml zj{mx-c~&sK=}4+laMNcY+`<&<#+#U!#K=f2E01(u-P5W;lr8Kfu`G!Oqx{8P+Vnj0 z8jP)!uSl$U|AT2Eo;s@&?nW44R}NTu_Vec?orsp1>pQexp=xI?YM5o*nwZf&qMLZN z)K72La$R3vpD=nI87z+K997G*+_*~b``w6EA}`(Zq)xuEo z?hTJrPKT+pTkkUw<&deOQY|f%ZvGpqYioG-*rUuy!Fl@Gnu?^9lz#Jrovxflmv^6e z>3u3nth2%$e@LwrJ_(^P?l!!b8gu1%G`HIiDdoG_5;YF}^+|E{`;uJM? zU%dpOdG~J4_`wvLehMSDe_)^oCn72;A+2WDZkX9$Qp;x6XvGz}J1x2@Wj#`2|NLzo zcl+2`0j~jERMg3r@YhCZ-1_?PSs9zkBGG00##HFX3ZG3icHRwlT$$Jo<)u~Z1(j@Y zu;$lfDf5xB6iDl_O9g7rcQ>m}^oky+-XKqe^ge6jhBwyvRrKF*=HOQ0Me z3ft3;g?(Mz7Pqd8Z`xZAC7>V!gYCV&290(8{j-mnZjb|rqeq9OwNzkBha+)ns&$r? z7|Pkwr13!f<-B)!dP!w-{nHX7r^_`c2Xe+juQ&<6vY(gO8I@mARn?bi*obl3yCI{! zAI(U}#-k5Wb*UzcA#4 z%uMOv;N68?I4%UgaNPP8%0ftpP9+Pv_VsgdljBTH&Ys~b6aqK7b3ObluZf|3=*Cl4 z9`WQJ=*LRWdDiFM;%O=~4tP*t1Hx0o-wV*IQ2!>@o z-dOYMna9rh?kp-v*;L$p)U<0%31O%o-Lh!TE&JiWx3g={ODEh!FK^eb@%S$79mQBS z8a!%B`(P~Cgeiy?>|80Av2V%|%?xE`i01biOtkpq;OuT%z#Wf!?i3V=kC7XUP~_Ec zMu@_>cXB?xha0!P1_!JsdwH!;ReyQuXDSa|maBH!9N(vo27dsX&xvT4=XnVtiBRhb z+RO~qy?#kN=_?zk(zD(YDOL6FBJ&a}7;!uorX86wchGJ9 zn10UKxX-G}sS#=o((hn{j?mivtn{EzEJrnOs&hhmdWo@pC|Z$Htp+2d%2M`y^|H4Y zgCf_z1`DRWoPlDX%{mnQEdmwyJR+v(Q7pq;!v{9gZC^5eM6i16B;`$VvSs715f!V< z>HT`Aj#UUVbC2mKke{8eFaj9Jgav#x}Br!YXWsLknEMbsn%GJN6B^T=kp?yq-To`K!Tz# zMk1!5F4B(U^oLS%c!@%TEW(F}_;Js%*fk#MV# zKmv6*yhy=g+}nDx$#gt$`BCF;Gu~%C)4nc5GggiMjFD1*t-U>*`jT{_hlw61t|WVf zMQFNH9IN)TkF^Bs)xP19%BgVF?I3sQsg2uJV6g)rc+*C!EDG_NHx^U^T28YsQAl!Y zHHqPV>~kd3IJp(WuDDAiT#BmwyM=styWmYB+PCZ0rg3h^x6pT$?AzMgVH%b-AP}eE zG&QvsR-Com`bxx{s=q|M8YE;3Y3s+Df~@aH<}g)yj-BmYm=as7xNPDy9L1-an0Ks& z_}oWSTN{Eg(K#9tGBrsP2?$UW5xzoY=ENbKh8PM}z{I0FzU!9yJ6Lk6l&=Q;_>2Yo~9VA_qXD8eJzN%!>X#gr2N>_u|Dp_E2P==3576=fa7)r{Wg4 zsNPJKGC#i0-CqG{C@9o!DxF>{M1u?wcU@g2`mRQ$16|p)`F)`Q037}V6#w7;dqI(j zR(}|dDOV{5b8ZUW%3}u5pO@dnRwq4MIMzAPsu2-$VSor%>Bb$%I@TSAZKH!{ITS

PvmvC+P~>i_p*%G=pd<#QGrI%{ zh|!O`N2h7iVuqZYAUiEA)~=0Iz$2h@nVFfTv09<|1<`kVoMuIZg{f5mj6#r^A}2{` zQ){lyUF!OpgE(cWajo=<7Z3y0S$L&x2 z5JGPEY|4jqUo}k&r@O8G@>H~Tc34X+q3{r8Uc7jTNU$e##$8{&IKumoks@VWQq;Mf zC<_Z-txb{&>!s0XTsDeE`Fe>)kIgEHrIfs_7k>0|Du8l&;0y6avQ^G zmWzZyuFk^B5$2>`M0t+p*$Zc{Iy;NVMv_lUH+(-gu!2w1e=xM ze=u>yoaa>ISF5pshp`;rk0Y9MR+}6#OYgy>4LDHjy!@B_N0$__n~0IEO9SvR;>Ws-SGM3Qv!%V@_sY!^aVoCpt*Wp zY1r->0y_z3jlFhscKB#+@CLup1NRctSv_JLtF*Lq@fjC^!%1ScCe1N|xd8k+2Os~` z_egXQWf6{rmMti}5L3QFG&`N+1HcnFrnXJqghA(#5+$V97f-CWpbxiY@6V;NMl4~r zG39kQ11^j0Z)v%s9?gfj!p@gG;!hhcYI}_>YdOvdJ$(2H5GA!jr6HKt18(xv}}8C!HXMCC^jPs zs>j}Fq?|v0erGjpnclOhoD!B&JJ2NuXoGt`?(v_b$g|RU6wwfv`P%O1Ha+SMm*kiWsvd6S zk771x65K5J`(I;G^=WBeW6wJp3#wjG*rfkNZ?`j51P1XeX`{v;QbQj z*3A+>{Re-ci@_&KAP_P-DLmK5Lk`X`Q9%i%p9}3bHRLt0`~}nj^M$Wx{Ob7m`PT`B zg2fu-!~$I2)Z^$78h?-N$1j8a({6cTd()hadwZsFr3ca%RQ($?J;(DN77^;EzV0)F z%c*qEB}zLLd5QE@4!IZ@xlwHwdPietQ{MKLo}S)7dsb}U3ksvA31Je~B(RzLHEQP@ zwH(WP{X>}@pVH^W`c03JOy>ES2-8F*sz@rQ{WWUUIB89|DtB)>v`bt;+CYL-LNYva zFj!R9Lw!#v_YM>Ui79k3lbW~CZy9`RJTh39h3}yLUvb-lKn|K3C3mDP8%7ts*1ob!IW^&} zYwn?5rGPM+iA_fFojvzA_px?B6geicsM)Jop#A7%oLedKPF2r{L6#C4L+*L54I3RB zmGf9HB_yRhF{%hxY-=J#cb}k zMsVQfRGgdWr*)u>8$Yq;JX}2;Ka*=6X~{`4_T|dhQBdTA759lQQ?|Wtmo=}ai^(Nj zm-(k*ZRGy;xskl?WvfZePvFc+h;=l`nMNpJy6^gktp)E9cqB;;A92!}cEgoHXw5&f zK73+PRsN7Q%r6QE9pv_Q;q;<=SfA%gMS^Z;i)O_qD|tFmLdG(LG#ZUR!`zsoWlR+2 zxEb49v-QH=IeCUS>@!QBPkJOz(fu=;uNEo48gr|;>aEY>Ru&WNDUE~!#siey$#+>~ zWDFr?=9(((En#0aG5`sY@cw-+G>}kYTx4Qm@*q?Z)R_ZcImO)dUT7u@rs}68p2yD4 zFCfAPSKb$T%Zi^}Ds_0f zw!n6Q+kCegHa42G*w&_(uK1?W1jCMY`@m^f zl4B^xRcL>wJ>Evu-tNuNL+H=W*48n1<8fGe`UOHo(3$<6`t8fz0iu~5a9TMY`wevujgzDLq&oKhngz|`y) zgr;X?5cauAnl)Tp67i-WVRtt*H|_u6+27tg$%LwodPycPy_<@y@^cO!aU1VrYb9+3 z217BBWh%88>~TqHH=2UYP~}EucWV77>g9G~`Yk^zCKa&L=vD0~zApO6+%_jGFNv8HB<%!iSSdfU&xd=aJ%RgoR81T}uR zjXmE*y6Xp{zriM&z0H&P8dAt(7b;51u6-QDcmuM>2E5z(n#W0UPOEmTPKBCvtwps# zZJ3=HHm0m+n|x>Q$vUZH*SeNXx8ojDvx564j3aQ(D=0C4esF4E92MyX}(U*_WlQoc|O3=d> zT?xgM2eImFIc+(`)#xwm;|HhPB&*Md3wUg*zVqH_8fE|LZCFk92+Lx!&!3*ZnAqb$ zL$I$18&!M?PnMCV3ssPeL#(Hbnw>=n2PUKQPX~l_ex88g+Jrf z$&V%5D%;B`x*+{Mlgx)u2`G4Z(FCo6o8g43w}j)19fItSI--s=16B|4oC}{?T1To6 zJ`CexXjag{SIvA`$6>crJ!mn}u*f|}$7RpSvSyY2y30bj>x_2$(N+A9jGgU9`_Uqg z{T{awdsFqAnBmFXcEh=!`CU%aSyaNG@fjHz&kn;| z;&=Ra`(`i6xOkd_tz=pTlo_Ctkz94aAo((j&YT&4kG%Z+6e<4z{Q<3PUfGZ$@%T;o zgg4MC|L4aT*2oD13Cr)=$2rrg<&i~AAzksEE3%{5(GmMH1GtikQc6z_CtK{bv{0T2 zdt2$=UO*G;fwa;Icy3*{Vsi}nLnHL?I7o)m$&R?G97hQ$C-^Kr$q>=B+K{T~TJ-E_ z$b(&9nu_HqvJ_$yU+l!LPC(fXxO;t?Kj?<+Ph5;ld9I4^!qvt@ai3aRS{#n8qi#4u zP!2(n3?ldD`@CmIC71u1BVe$@-6J3nN?GCV0(KNT2ZKKxcy?5(t1vJKS?m)*G;jY~ zpO(r{q`fCO9<5NB1q5Fl8rB;Y)7aRcf6(YQcC1ZQI2j(`>G}PebCy}VKgO)m^Wnhf z3Vg#>UEARXD4=bbDWqql_i<22&oGuqUgjdIB^BZ=4^Ha!yGmpsU|Fr--y*qZy#{75 zP9nagV=bpIm|5#3mc8Zq{n8t9RL5qC2~nHk&f zE!%?pGxw`+QrUYw84z{(V0XBUy}AbaP5pz4AZFQztu==6tIx#T3h<{qjPspIpH_Gz z6#~mDRIY**Bc+|7JW}bKj#k1@DQ!r;$vMlUgmT-NCj#Q5v$Qp_0VX$rbX$+@|? z$5cnH0ekf~F>I$B+DK=J?ku)eBa~PgyyZ>){4;UdylHDoHS*{g3_+&{+@wa$59x`C ziEybUD|wj9qakjr0_A!>^Ds`$ZI|$?0OUg`hPJw2aS8n54_Z(i>o>P3PrBO4)}X&| zL+Z-bSZuRplsaslrvv%dKrZZfq^8>B?Ra)|Z{R)0q(?Z8_Y5*gn>yPs5_L zGtYor&ukUt%xr+NeX!EFNb?|HLQ3Z2S!uKHW|Yw)jkHAM!K6&LlVxu@_O^D6fZ~Eh zmA583Koj6-aX@ikt(MEZypYJDTyc|{@A~%SXf+t_F#y*GRDz_Nv!d(JMe@k17N`lF zuwO8t3|@6Jdw^=L!)fLjp~Q22?&U6>N3YP&ab$ma0z%qewRfh zyj?mHZ=d;kcZg&Q4Z1dx1-%EMDk_9(?*=P* zwDljehZqF<)>{U5D5iGI`*u(ZV3N7Ic2lKT)6>&)xcP(U0QFRW!zk4ZC7W6Za^o#k#6m!P)$&!?G`7O~V|9hS)yA%4!0d1^ zq9HxEnSY6}Y|4E8HG&`%NS{;QI)#pWqo1Lqt&tgG00NC_NIyw6i#Uj$Qqsm ze`S5&@QjawWe4@M2kEXWtmNpY@CPZ`%>_N33V$ev&ZLJOz*6hfZ{52wYia*M3O2-l z<_vl)cr#6agfS&k!x7b|uUkp%|9m{X2O5Ik+`E~N;zw1rl+!WF{RM7)NjE)bb~%+w zxU2C`;p&o%O|bzdS9)Ev6CCiTq#D8SsyT8g#0TBplck=eTq$2>-Q+Z;m7(TCEa|aQ z^%Yyoxjp%c-ZKIKjojjJQbmS*D!6lWKE(xq`5}dNM@lwod3;?S1@%$@9|3>;E$mLa z>Mn;%cfgs!8hsvYN*_@zTst zu>l0K0jAZ&C=JO8p6>N7?Z6zC$ZYl2tG0Qmz)i*E)heupV`NH>2OjZG@eV`TUxUuKz>bf)WUZzJn znK^A$c^Ql5^DFSlxP!+Z@1(g}He9UmiAjtb zL>yY_j0uu{|r|(`n_w0n0heBj8_;#bWFH z-P33r@9-R?PWgp|ROJ5Ud!S-)8!E;gKC%Y^QibWR+2Z6O%Z!^rR>wI7Wye&FD_%@X zZUwgqf%+hcQkZOeuO?)=xK4eqsMx%;2t?}X>1h<;P%>1*?T&K@;7-s>|12^d%c0G! zoN*f|O}nc>6_=ONx5jx?TfO>{D$PGajg+NWOTO3w{ED2{su|>}g*hlqNh9oOOOenX znV55>?O8#6C2&Awy7d>N0k*CS1X#e8Rn(nuOiR><40PhFs|i~q2^01KEC#JQ#?X_&k`VG#0lb~y!b!=K;R zmb*{$N?F%xZES3a&su8%LLjx12QX9+K1D?NRUPy3>P4`NOI3HlF|?3JUcFZ;EzJtL zwc0TmALmFF&_`Ih&>L>Cl9v5lmykrZZ@<%CiX5~G+*8mF$@DQcJ^ zZFl^bW#YV;J<&V#ji#PO5&pwNCh?q}e*GYwO2(!QFK4Zq6RWnSx)7CKYusGYW=0zu zDcEoJ;a)FnY;C8hKXXnQs+Lw){4o*EP}Ml-wk`Vb$x7TR@9pB^A~@K(AhD48CPg2p zPmb05ehj<*TO(4d1q32Yx<=>BS8B?;GHZ-V!@XfG>mQjUC>9q#Xa;V@ z*Ah(7`&ZoXVOM5s@eBiJvL`h-)G4q^JfTNdH)NH;r|iG?VmQiEhe=#RKc?}4i%n3s zS3_eP(H3Y21s|E4S9g(R^o66)#{5P&+G&T$Yqd;)b@{Gu(XSN%EeP18G8W5*6aia0 zy+#m|*pISoN{7ycqgSVW2rm%LX3K|SC8QZU-K_w|!-vk6vZsB-5n&Cfzl;%meU!=DRsJjNEhS&6CL1qGQtv1b$r7H;!$!a)w#cWmm z^ho&l3&YCR-1N5xDo#YQ^YtjqN*!@f`Qv?ZDs47@SM^%J2_>;@_HMY!SpT@T|KK*}lf0aI3Aa zg-Y_)$+|}l+n&t6)Z)|&sS1c|>H~&k~@L2X>-p zFag0)`&f45&33$eO}Jo!Oj3QyGl8Y0o#3CbU>BnoX+8{D=DsGJ5B$vzTx>mQ1eoFO zBc%?Skw7dEXTEENMo8}RQA^U5a_XyVp*BakdpyU}H6hV$KsoZ|*qne&ml1!x=itlyGK zRp>7iY)F8g7ZqE3HVB?r;$%6wzYDLPA4>_=5Loh1T$V&Vsy9z%%;Hy9*T3OntLmmm zHrD6XcOES)gYM-dJLLdeq|3&jj@wwyyuOxusZ~O!xOv|F(v1#@T4-b|;I{E<+sVj) zW$*UP=8)QoogZoV>FN0tcvg-k>q2Z+Ghh@FXTNuJ7@uj{H!niKaW&7H-n~}xVX601_y_CKv&u4m#oDN2q*+?rNjPgLHtv5-35Lr ziU0tDp?l+eZvEHHnhjG5GU_+PrKJsyvT++>QVI0?%L2%vJ0BHZK(j*Kqa*6;o%ZQz zOzli!nN{wic0+M#HAaCvX>4?LVRCc)yJ;+E-+K6rc*ueR|E&-+AO--Gl`&&)8v-hr z1Q`qSr-vBK&nvb-d$&G%b&N!yR`E%WV2|0DI3;`7Broy8=sjhq9~O``=RK5Q__i$o zxqYYs=joq|c_t!y#eR`jct@L;*)?kT&hOn9WD+viwVA0oKu}?hQ>&SUaZkoZy*Xy= z!%MwH*aD6pG;HD=CLI!F?A5rWEpG#;OUQA3ROLD>*Ur}Fw=igz6{=+3AtvTT%hyf( zu0en9;~NDioJzMJ52T3CQ8?4CO8SAfhw(xTyo7`Ze z6v{6sx-K)G*CFLi#Kgo_S69tIO97(zF|jVdwG5Cfa@3Q!dDX~P1$RRt!Mji{tf(omH={U9)PPu#fCleZ`mIAs0Xn1{lmP#bp}^8` zc=$~vC2HHLR{6PiYN;#uTX0rNap*3m_;qnBAou9Z!b6zRR*6!<`m3z;``fx={)sGF z+eAcgKoTOQKXsjC2B*|&GYR6Yrpg(#p}G+h&pD6Z1x11pfT4;~SwQJm2$Fx1Hi;uu zJ|LTjI61J?xa&uE%lmoeG$_0vYHH&^00gQZ3sdmR#XM(S#Lxd5aYOyjE9z+%p!Z5-R=eYm16(rGfq`h`=B4Ls@tFfWM?XU0p)b;D&g?x zrOEKj$K0uUb*@nU3A+jpjbx~cfJs@*EB5n$x1Rb}9y)YvbNz7jRfk>ap7a}r9UWrI zfm{FJ?k!#;+m(kX$-54H(#k#JjhIedVBIsWg;!BsXs zgHZnSKUx0grN00BM8yC1lmBPL+W#ls=co0H-L-nU1_nUuEN~MX$n;>oAERXMS&IM7 zOm$Dq%=j#_es4-8Y*x z0Gl-!JTZwA_^Jx0?dY%4+4?`{OSr4XTjM~FV|(YQDh-j^LT2CnpTg|77Am63b#R&wwU()?E9Vq#FBL8;&1zv<9w0XCk;tBJj1V0CBv zE61dk)qy~Pxfl)0E&lWPs>ywMI8h(y?3J{e!tOB3U`1N}B}p6b4Y&dm?8X?D7Qpzd z3HimTK<|kLS0B1H>_RB{QK%r5nhFQX=04vC_RSX)&~_FKIxku;>&}kr&n$qMdk8*b zrF^!3xB?pO@ZSDXA`A(fud^- z2sl3f`&ig9luAv&)($os^3bV715N^`Ntp+Y`E7=>k3p9O{2ColJ1M76pQaB^#uoXl zy>dHiWdY1CmUeamJHcN=0OA_@l>nYF-zD&f030ijQ4gaKTWh3ZVmLr!pyu;u%<<=@ z&fVsqgM5LX-#c_sX^jU)d8&c@*>`AoBWR(Vn&_+7P6B*R3+KAQXK^r!gnto{ZMH4zuoy{rrjVv0@c zUqOKcgBLh52EX=@g@GiwW282?Ssd~Uf{JTbOKD; zlcvy#!($EAu4uO}2zEHf@LNPI#kvf4$^-947mJFsGA9lh}5 zV(dLFExou~V`J{OPJ^vDWa9Sw_BaC52+;$95ET{Gwyg_+l$Wp6dCpgum=2irR>!x= zhIBo~0aJt(;QMAeYQVymu7QPjSd9x+YHEk7E@|tSQ0^EecfNgrn{&ZYfN(Q(Z=2*s zEKL(9xqV2zq%Xhq`V^=^oHJwW<3bu52SHC<%Cg}B0J2VGB4V`UjHn^nFjl%&Z7Ex* zy;8&>!b$-q$upZSQ(_4O9zfBk8|S|``p8W^XeSD6dAU`30A`5pD!b#U+H$MRrm&h32o%Q<|N)5E1zN!#c>AGf)U6nO;?v>^5Y8!@PQss@eh%^8% zEo1CCm+XOP#;WFV)gsUWo}EK1`~bJ+(<@dU$q#_V%TNyOE!iKO_jzM@KVH~2I?BY% zH%b`DR9kL4R6iTBDb3H^T169eQrS2B9)Qew zIiNnjP04f{Yj_RB>ZtMk2)Fq+gdnvgHC1JaOP7p+w%CQJ7Buppwyv(oCjwWiHdDu* zCamMIp-FaIXwfkJ8zZ81>N9G39BmCj28eX2K6Z{mcR>J$PR(np#MGXp1(zBkZX zq3Q&zIdOSFfC28=rc^BZW>YO&B8*67H<3`-dzQvaWiV>vWLLNvAc1))f-3=o5Xd?vZJ<*#| z@viUkZaCxh;()F{ur&`7=xb(WfhAQ>S&w4~8;~<@onGFP#F8E3qPf_6()qJD?h6 zW~p1ZM&+nzK}SG>0XF8Um=ZMZ?0H9MjL3CypZ#>}lw^=jSC6&SM%$nt3IG=la3NZ| ztNZWe3D5s}_b7-rUC#txnnE8wNLBdF_b{I(=w<-5V4z-mWK>kV@0vPmdx&C74sBR8 zg8I_AB5OP23}Eiu`YN*%OD%J8V>>8#ms7EIA<1RDtG#N;xZIZU)rW>-dJ3 zZsg)xV4TPyX{iNwwflH=oGg4F7dK5!4K)gNY1dLxRtEAIW3vAeabcNZNC{ED184%2 zb>T+!-d>#CMr15~>;(nTsFw#`vhwioR3QfLA{y4y0Y%Y4SULUvI?ukBUr+sYtB zlKP*uq0Pz+^i@aev5T}nnF9H@jqB?t^)sq&pFcnEHg*}?kOe$gd;7&MidK7a^1QgW+R z0aJjHTC(+Me4v^AEG63)Xr3DwwyF#*!0~gLRL6wv{@|;k4(cJAHeZ7-3W}*g7Y?rP z_Lgu(xtedr#>7-1yJxcm3Yh=ECUphJJyqF<>B=z#4V3}=W~<(v=6B!1WkSwM8eO#5 z{V`tc22Y-mvJw*%lmYE9yC0`idT_xt^(d`B+*PBe_Ii|9(FXgxGh5k2+DH)<*%cj&kr)!$_q&K#B;}i=|ezaZHyTu+pG_ zTTp4d%(vq-_^_wEKnJQ7%U@pHJt!mo$jt(Krl_tTA)+>UU(aVNuMM=-)(*U-dR}3qD;%Re+tS? zmN37n=Lw?iFBTt9PoviknpGkWNjW)>rWU92uIKByZGDdbu{sAz0mpFerSq$~te`Gn zk+aG#$Vd5h{Nz(5><|KU6qr<;o<#|fGH_sAwv-{Y z<382|ROJ?R)5@dOt$@{4kKQ$z?X{1$C+JrDmApmztpoXughRWBe2-(}hW7D|0YvzN zzDlT%oclMHgf%H4AOnJ2T}DftBK!UNehN~YynWmmAS$&zU`#2KX%raU1---^Mri#Il4;nj z(N?;7vnZS*?G5BG#(=(NgAKh^3kWg;JJ~?!X7g)c2Z|2aA9Jq`Uuj;fCY13AgHRZ~ zL$&6=<$F&+z+-j&*Y{5m!Fq8`j71?j|K1C`u!SQ4@T9sCf4#4_4$Dvqumh?lLirg{ zE}UDorl%T^m&3>FdZ<1)H{v~@yOdS6tMk^!UGg0JWJMjw)x%A40!ohMz+G|H63}L= z>+9cB>3lwo-wT0AIWxrltr{;qq3ObIW7GCtcwFAY=erBj)oMnY+5(VWqSVyS#S-8v z($&$2fUXtOX*?j?o6-DXV@%MT(8&d<@)qF&Q3hCFt(v@}rS0lU+K;J~>}{{5?2v$? zB8V-?Wo|$S0{nYQH;2%g17C~Hr+1FN05oamz<>r|$H!-eL3m)kJj(#~eGL$bewMr< znWo6vD*=%#GZt*jWj4s|50Z0$;x0kbc=T*~5)ezS6&z$|i84^2`R4}YzfAGbyU#Dp zFuIPaDtod(xP!a7l=u(-$mxfTU-VF?+j^d@F%d9@@q9RDMXO~yBTgm@UFYXkW*>f_ zrwssS5T&Aaq&b`-kot=(m|Fk$>sOroC7`p6ve@kHGWN9ZDp>S`-e{TZIllm@cAt9kw;`2}8l$A4ugB6bqfjtNWu+;`kgpaiv zV-L1}eO^W?Lj~ffOKETle!#hT>l|0f>+``6Ua|&GZz))fo(E(|ov+9nAB0ePI2mvv z9JAy80#iPCO5g#zz<`4f;ouIVTYWBYS85t(%If-eA464-g@>bwBZuV8R6e}IMEvK`Pe|vOvHkmI7M5dw z%>LJx=K#_9pRfPE&5Sa?Ur!FTDE;Tl|KGlO!e!wQ%YmQlqga&DAsN8z4{#P8>e*=H>KRz|%zhTWx&gscPU4ee;5b{KgA&pYq z^}Dq&Jb}11G2TMy0YT{L`Tu(e|F=b%r@0s~Yo*4g*S;q2Xr#r$)I63slL7z{*1+J7 zGAj{4;oP>%6!@24^E9-qbdNU3P%b=E*gLnHa3AEh{#}Gx68xZ5I|fFL%1{pY5eHtt zoQUELO8`yRBSFZTG`jx%`-AC6yQ)HG)qsT>ZPaquZO_P7)lB_95bFkPCmdo~`ok%` zbq1hA89hK;KFheuc@!IHO zGihM)tezX_Q@?uUO7CwbjAiLhpBWhvLqi(^%%RixS!8Py-{;G6jypEMX^L_jFam90 zE3U4jzD{{QdRuZ7l43x7F%>ZnNh$mIMlv!q%gk|2;2NEUIE~jjTbLT-`@k9h| z(w!kiA7X{)bB!mvKQEVhy@Ic>2fcz*A@_1va0lr2JB@HpkU+j=xI3W zR>uuM6-1}XolF#d`D(B)wwZxx>mn9~jai8secCN;QegQ+6S~>XKf5$j0MO|T)tH#q z5TG4PRfCmsOWT#AnhoCqb7ukVh~N?iD9q81R~($$q2+Fv>({TZPm3-C*~ODveCogK z%|5kT$DPf3`#1S1GZk+B1IrFF5WXVPK_F-v7|h6aR+;<*w50{OUl^6?#l^huZj%1H3Se8$rpmh|GUSFS<8IDZW+$9T!6~7KQATa$~JO{y~LAy`wiKrKyb?gs$54wcmlyYlOhA~Y~pkgWzjo_%TteM_=ZOXej zDKi2lfB4MGhyyz-Fm0Cr85nZAwr~mvXMla31f)+QI?Nq3d@hz&UV`Ts>fh0~2CmM- z1C!5=HpqXpw*Vtyh_7;)XlKdLRvBmZz@`C|VkHn*>jN5-sX*X4Dys1|ccs-X-4PQ* zt!}JV-h2h@`JT7iZYNY8=QG;b6Enopy+e`#+d>FRuv%$ zfVFft_c&HV8Z0q}Xhxm|MyLvd3^jB{J?B*g>2YG~?`ziM*x*=Q{q?rlo{O+vChjaM z3dSzn=lhHU-VlR*q@%%>u8zSwVZbq1s>XoJ216fK-A94cRNFH~MOs0@Ah$h6Q8fk( zf&mtP;9oajGT0i&RlQq*Ocb316tr`LDcF(vgC~G}NB0AN%sM$>;w`}Lg?P0P>zEjl zdMDG_AAGQDv*fW&$5YNg#y59Pk`*Zj_nHsn^|PV{(6Qq|`f+mMeI`unJdLE~27H)K z_)|PQG7;ei6SWHOL%~=AH$uaokw81ed#^(uWuj2)ZCkE0oS$^D$P!Afs?Tu?&Z1tLo`LgzG-7sp}zpJWNofB*3)E^lvpwWFh>&rK;2C>DXe#ae3e z@Nd>{GDgC@@}C&mpNjj4_JV{|Fvto_Fd&`5H|2qHX(8s8Az&c&^Py4xv@ubgVtbiy z4rxFMyjKii`fUJ7C9MO9u=3H>SrRj>fHp*)`ax#)k>i{aLPC=6 zO<%m(ZaWJaV8G|NK4y`n8`pGhEdz8|5W6)mS-C1k1kRih)e*NT`aqy*vO43m+rQlJ zJUMZYvYKX9?NY!Ly6@B=oR{C4@1Jo^n zQ($?X;S%O0AB9~v$B*dh-H>Ui@LE&QF&XX`(T4*j+X(Q;MEH;cF`$jAUr}9c0oo=3 z0iRf&s668ZhZ+!RU0?{rJ7Z&I@5LIX9?QDD%R3_dbwos(@I3GV72BYmwQT^0?*SP< zHfUacR|(9zY1ai)O2+q(S0Tr=_BYzkHm>zuWomx3lQ^p7%`cYi$%kg<EsVX478oTTx zoydR}stllnG4;`_O-Kk}H=>orMxMi$eS$p{}Tu1cZH>_^@&h|I# zP8H0>bj$zc%Vi^XoAkxUg@@Jbz>uk2ZhZ~Nr*;5c0hJ4Y$3p96-??92SX?ce#r-%S z(}%J4ip;+ox2^o}$&IGsX}QK-Y6e6xKo>q(ysZIR7TJrmGRpU5poDeKJof?c<`TCY zl73E}HY<7?i}Z)1wX*%zX4($1c<{9-t#%{A85nR%f`WsXbC3dPL3O_Fg|d@Z=1A%V zMcPR*;;^gwD{aYMZ@|bMN~Z1fRQ&b|1x#M)OcawcY(43#Q@6F;y&h6pTA+X^>;Asd zJ-ikG-}^*60U*!Qs$%kQ{^*nHa_x`j-lL?xzB}~iM*w?Z3TnHtN-#X8luEz=jvW@j zC-eu)(CHSXr5Z51AzDC%u`^k7lR1?O%$!RAo}KaFH4#&nP{nv@=v_p!f(at@7fN|O z(2_>3jE}9ZR(SCeMvk#9HX64mYx)(1Isk%Q`Yh#!nc}tEj=D*4Nri>LXpG92Ac4NK zCK!?=OJ_g%D+#m+!ZPKc#(lB{){B`zKg;Vk{%ernl+-hyQ7_>0U|O&X+Cj%s-0b6r zk!p`@?c=H?pI8p+)m{N-EErsFujW7lTMTD;+T<{Wd(F~?hWAbDEp+_5n# z{@r0s&wcCWU*CyBi3t2#D)L`p0r_{yNzC>*{Xfzb+NFf`B~T36W4KR=e%z-dLU~|e zasPklO8H+4j`2BT6o;1wAyEbI7M2C`iyUtI88YXk^NBchZ zZ^rAtk@5PYSOT?9W4R1l;nR(Dv*MwlA=6)}#hX^r5H`OP&vEGV&9Vy@Sf1%2+6x%3 zVpZ*s1#H|?pyv-bnSJ+n;he{#%+XZfGgx_f)j)NS{wV1+Yb+b6l==^&Y1>yI6rGmaQ0Fyf_eR1yUtcXrsx&V-@gcx-r-u zBbWoZtEI}xfD&9)QK*taYZdQDIb%26t5`2x+K%+{^1`DLN-n{E#QbcCCYWj?6_B>V z$sC79+Ck7`q>E=VRvG~B*N=gTsY$vCvV}ahekS+pKdVTNEES zbd_(?51^mX6YshiCipJ#aK~hBClrp@3flx@KTU1R?*nuw(z5itt`h4gOCVRpSMf4X zIHGc0mFTiO?i;MohLtwgK&X>;b@ zSOqEOc%`(}TP?(_C;|Nlbbs$vZ1?B6kfsDBpO0zds;JXaIH{Qk)D3{npPTMQYG*egp~@aHg2itq63o zHD*x4x9>g$)*-Ao(htzyueVE6Q`Z1uP>VZWU(>h zN6^1@qAmcbTCZiF&S{O}htN=?oqdkVSi#uBCH|Rx7a-^=arG{L%YT2Hxf@DtD_wad zrGDU25Lv?)33s`!`j*ECodOdL#)FwYCIp13U%i|bz8*?~tFSDX87e{}C|O@xrm?A| zrF(IsqC(^fIq_$v9E|D{AM&~H47Wbe$t7#XM`URwFv*tRkV9kw_pWdxQDQelmJFjsRmouSyjJyfGjHv7>S4*y0AehK-bkq;s`>VY#rAl zbhS)novL8k1en8-e+LsR8BB4`GUN*jP!)zD&aOn@{dOq6g&4uL#vEtd3%_v_3kz#! zp;HFPfc_Yapk5fo$e)6$&15wG8sffrd#S%{#s&-ZJs+V>>tvNu?GUn(0*eorQd zDtf1cg#=ma3BI9M^PZpkZjOw8fO8jel|S*Ovw^%31WJ#M7Z#AwlXMl~>Ylx_i&cx= z9F2>udt#lI;&1W<`WCni3mtZ^AdSZXL`eyDER3>2UT(sthQWtUF^gDO#^7hASZoB6 zs~-Qzu@BJARXjRjg0{5&pyAXkyOTqc6}SvO__Pl84v8@IIv>5pg!t}})Es0AZiR=2 zrizJ{HMO;U^QAyl^YNJlhBAWhUBL#T`nM7WU1m1e#jx=(DrZIW^ArjT8Z@W_(VI@G z+HDp${sjdBwR>3j)chE8Kny~4nSV%?#*+5(<*QQp9ANI=j8l~mQc|V>-zE>9Z4d3{ zn;syM0pv#%Li3j)P$}fk-T+g%52dz7rZ6kf)gc)IW76COCM!;#h216V14+1sPHVZ9 zp5V6Hu);i^rTcyqGA%AtV4enYM%^}FT@UUT?T-}{GR0hu)bcyD-oX-j5R@E@c;>>0 zMl*~Z1IzTNfZbe$1ixO+|LCCw&sK1v@H&{SgNbi zv;3e(=%LB;AEiMrhRQ3rTe7Fy=fDzR%Ltag)E~aIk0e}CFrq1y%+XM#0i)V0_|IvR zrhs`avm6xfz+(6zN3}-t8L2(wx?p0JQEta;>B%xwim6~~0d76yU{zdAFOUQCL*~J2 z0hc*U!IQ|z_NjQq!R8hTcTKTHixyPTqbJGOs5_B2bsvER)mv(D77%?g%7tvNeg)TP z)6E`o#M*>W4jdI>W(XZ|p9Zb1m8L!>YFH4=bl^h80GC{}FM9><@GAZmNmdUmUeF+Y zajOtgKOPzdrzJ5loxnG59s&jN+q=Ycr&;t=`>yIc7|8}Z6#K=+Ugms^+c`SHh{*3a zV=j~Nh6fh*S-f=i6*diN%E!N|^x|MrS?=M)ZJ$gFj)wyIqC!Fq&om*GTAI4(Oe-g3tWlYm;&o1WG zK~;Y)992#Bk&%SVu`2tYR6)k$mI{;yq%asz7tN2|2kWFviz+Lw{E?}#(y2Senrz4I zx|J$tjj>&!OtSNhdAg~3UIbftCr2^d*U#di5~ZTun;0G0sbSIuU*md+c2Tfx=)u#X z_iEy*c`zx;YEJr2z0umK6su-(;yn@$lRx6gt6-gt+YNwcW@;*lHM|9gf|TE{@a_4* zLRs=%PrPv|n9ycK*+k6O*0->#$0Lq#$n{TuS^qL!C8N~13i>i?bvfT6at2eqy%}N8 zgU!c%5I1`-_NAp=nrW3UIrrzpzBm=KzDo?&)9fj8Ce25TNe99CRlO?4$|^UKF)2k; z_tz8!!VMopuI;QR)a}f#gBr0vE=_&PPhrUPpugjFeG71?Z?!PyM1|}-5F<7)_zVZP zOYngt!NBlv{*~N1gd`2jUwlYj$!X|dk=YHfhs<}SrS4F{j?Dgp^c-98z@$9YHTt?q?=oG`92zPBIt!98 zfHl1`gIJcCN>q)eQ(IM79JCWLA#}3|8O5^)W5;*OD{h&Ff^6?J*%eB|FDyjv%2hQ= zivfnZUHrN(ncyaP_np(LrNq1`_bx>Dcy~l7eZsKPN(=ZdkWQ#pT;1xZZ)s7X9xCeU ziL$W;i(v4l$zx_l4eJBVmkLtt!M}t#GABo`9-LKbzZ@PL5v@Aho`0I>kje{6=f#1d zD4`vXENL$m)Kh>YyX`at8kRZ)$6xA%yFQ^=?r@8d?C z|3HhdKB?AxxBZJKM14gUG`^>?`(B55PPdgR)&naKx22E)K@6AjomNs>!~!!_B?k=| z&qORZA)LV_xF20C-PG8q*)peCEbs!xhM~nkh4fyi2a8m}+q6XN9}Cfevh~Srrvj!ezQNGf;EJ^tj=p9-Lh=Tqo%x=q#3pYyP= zp;Z_S#VB{Qw*u6pg*pVRo7w>nzn;?psnoX}D;nm1Q8LxRBkk_}kZ`-kNbJsO{^ z!1BPt|2NU|UqP<@kKu0qx46`0XnEf<6TL8AbtBoYEXxnsqWwSKh=M;%`SkMg^QEuT zET;_s{mu+P(Pl1sK3c!w|M#-6|2~o2_{YaeP~Ikj!S|=lA$-T34||`XN?iy8u(hXu zCrvRZxrpX1qw)08n#o~ii3U7D;$Gwpy`_nP;de6`JlhLlhf^umm$G!*|I};WEy1+y zPRjky-2p0wwg>kTFYP}OV4E=Dl~1E1lOngTwKfVlm1^3AHCu=0l5Qtc~-=+r9n*b^aA$$ipy+ zwy>4cI8v|%Do^;~XFtc?)Mj^KBiD8|hrd-dqd(kUTg$Lr^*}cR%;<>;x)k6e@Kk^e zv!i0Oz9(p>ZinOfo%fWK+UvrA05~rG6;-8mgioyoF8v?G<4lWAZt4c~OsClp!()#Q zYYKbwH8r7Zk%A6h7nAOreoracEvp{bI!(dQ7K5Jssjq9Py+szl%3@IqI%z>^ z0Iq*S&yIS?^TQ(|uEW~^B4!o`K>zdSkrWo&On;4~A!Gf(aRB*p4=Ai2uy8N1n0gUR z%gx%KgVptc{LBcJ3nb+*xW%A?s$3AO^Tp{{pVRG)ISA@4k%|@}yN1Xa+sksqGhir^ zQI0m4A_eHFjFaJ!t)*U4-!y1)qF@(G~ARA%m5?c z88FsGCnkNV=^)#%bjZw~yJ^%r$O&?b?heTcg%u2J2e4K10aN$LMa;vow6F5bbrf^p z&Xx`?68vip_}I7?Bf!8H2HIMlX+kIQG*(d4O^pqF?deOz{+CI%KNAI{vN-+xac4^T zXR*wn@n_d4MVg^McWiD`bQGtMv>nQq@#l1TTPN5QC~YMNPcJNdm2+3DXi0#$w!c9cQ{@w6y!#k=K?8o?%mHHY$xx!l44_?spO5xQ09?0Tkxh zA4-UlAIpUT|*50kO3Lfd-@8kp1!_5UiwQ`lcHXS^Qq@HtgU;W-!5lt)r=b zOby2D?*1{GRu}vTqM#?sM~xp~K%}G?8MFh1@b;iEt$K`~>8t;1cCNE{uexytHgQjn zD$G+D@)~!mg`+QKxaIF2?gw$feE84KgL(07V`LMLe`R=7j66XArtY>|_lOkC!KMUM z>@tEvv&Xa8U=m#jGWrS4;-!u-eZf)0F5dn=#1LenVPe8!=_|Z(H3<03#bY1&7rd?c zTN`s@3rYN9om)9>sT>W*i6hSV8ryt_A%?R)P++>R@gl02t^M^@ zCZc13K>99mRa?mD$NC=!PUML{i#A|pVmE*458F>pCWxfdqf)fD)RD-1q)4UW2)`HX z>9$;kU7c(nfyx3TRvnqHn*~uoYCV|4Gq-X5Wk<;;_YQ1_qn2E`Pua)x0se!a$Ifi% zo@_{5$Dv|`-BbvT@K-1=RjYJD;jsY^GF~Y5RLEn=Arh)?XHFQh1LO6ND@Q-)^tXSK z>LYS`-1#9DU}gHCjO1PZP0Ai?2xFOxqn7^g5RnY`9F#I432Og#OxSp-I$RL3-;^|MY9QjJ;x!75l z1s+PWp9gvS!!sTno~DQwa+yV|kEPC&m6Xjyz7PMI12eXP!9neI3(L_z^C{-k5l?B5 zP9Q^+pmmbmSyI25d{CRQHots;eF%?T$j9K;by|HVv`3Q)kBPZ!8j0BgrdRC^C(0*J z5pyM#n8Y+pW$*Xg^z*pA<*n78Z3TnCh>ko-5SUn&kq^0@5mlKDdHxJr zv^#7m8bd>6SZbr8o^aY<|JACPcM>x4QGkw0DMxc?sdAFzy51SB=7)t>rKP1-M-?IC zX0}v>gd8k;W5dI*4R!Z97$33}ovvfl)}1Zl`pFPPaub?EvzR!OWesr?3av5Ho)icv1&lw zVPckevp|US{k!mPd}>k8Qcz6f8dYj^P@!nb=kCMRnfQ^$&CJ&SOXeWQkmfOFE1JX& zzJ|@DpsV5c!al?dT9OC9d6VlXCkv_P(}raL_lV z{Pv8ktLur5^9TD^c4#P^?H!Jsj*9OuG@}BkW_NaQ_s6H&d1vQlTG(z1GvVhODpaH! zlo|Mlh#%!top_#|%sHAJtl&G8meIdF{@yaEqpeMi+8)w$ol4mp9zN%ZN>08`M#+Q8 ze^cALw>VQ-bG2>g(d5Bdx$hV(Vf+z$Qq*{Ln0{(@TK(YBny+WgI0wCX#l&Z-Wwa*o zaOLkG-eICXULnuUE02w(p>Oc}n)>}bi!r%X?qgbM-tT3k#e-s0#79PC%7Tw?>ISk8 z*~4-Y{V1d^_QXTsdfl4)s@K2(S7P%UL1r)@9+n<;M5}o6xXuFVa}o$#2DmM$A>pgG0hkpZ6TeybpJY8<7%sqm3?4+(L$s0{PpXT zXyz&6<}2nX6hlHrlJxR{^ze6En%TBb!>|?6>}^ztW_b7?GbI{4XQ=u@HX3VTa&&{0MJ1X~HT!pU zNmLXI3Svk9L?_l-r@3CilfsvRZ$FC!8|pe>96C8QOY(8}Wd#$X4u(jB=;nF#&CI;R zTOuciXx(d~<^==<2d2yvsIJT2_b3~huc|ny{20~Tu4$ka-giJ8zPS*%CERoV9GZnj z(Ro_8O^jV?q1W)~XN~tAKSf0QF)L!DdhDtO^1$chn>itzPuMFTnWX*sEm}PzBM&B8 z^#n6a4b(T`UyV=^&0-(`GgYinEmUABE|aL`Hm zbAVUC02vL9dp%d959Z`}7&DbHc@_zyxa+D2h~2o{wAMpuL++!`1&;oB$X*dZ?4_u4 z_ilN*0Y$1HcS>Df17?!J%o71i5;OCg;vS1@OJ1qmolQSmy`nQ(LO-m%Rb$&&38@;7 zG#4J9o<~I~B!_ijprmV8ZLU&330XZo|8@f%6%!;FqQ+*a8r|R9>oc%*(WFKDB3mR! zjjy8av&OcHCnD}Qcd11#8OmZQ1olvQ?7lRZnMOmMJ9hOmizzx`s`{&!*A6xP*^hWjQ)6hod5MyfuZb2f!HkZC@@siKg<%56mx=`Rz2TCF?1m-z z38Kl0u^#VJ^fzYgH3{a|yuJnAqY4T1ERLjX@WaioE}>`AlT$BgC=VT%@b(L?pU`K@ zvpc#!T>7%4;TGx5>w0f;LK>n2G9-0%@pUboXbongeJ|z|W7o z(g%YTq9a@^FGXM&8dF7uXkhS(evMYEq~wthR;2!EOjK?`ZgqAAmi69B1_23SV$5DE ze$|)URI=`5g`Or$u@8631oUq^khL}Zm?&$licc#chcmcz&hu&0?q&B4LKKcMXY8Ln zBS=IPlDX_sXk4~Oi;i+|E@45RQ{%NWvM|O#EsHwbUMkXYU68|U3xMCwW;i@_x`0dL zRsQ-Jqs~1kXJ;%0#UJZiJ3ofiRmN8rGxOS7`EPm$7hby`SLQMOLE+;^e=dEK^AR^= zFuq#NPr6-l7q-$F>+mqtJ+{o*8gowAb9_(VAa#}C>4{(5Rc8av{QJ!(H&hk;o=Gi4O~Ic63%*{&qjY2qvNvp?K|s}G9C?CExIzwUEwixVZn zo^4Y-b=h~ga<7H0;HI#i7PCd!L4!^UEg_YED4jzTm*C5Dzgk-fpjeJ|bXgf2dsc$>M#dW z(RnFnK5C{kweK)&#^=X95~r`gzG`3=)+|5Wtn!^)KeXN2yyhQJ=CQ}`hKc%ad_b7h zQXi{SoilWXLKWD~wY0bWd|Z}Xs9pEKu&riz80S3$6OM5Sa-r`8rqEOvO0*m}l}%0U z>6Co)q5G2n8X5*4CWxlwr1%LxVyEnR<$arO_E*dsL2l>v5U~%Zug1#@3vq|e21b^S zE6>e|jmADXJ7n8mEQ?zonPs1!pZCarpK!}+b#mEXbclZ{n%1qsv#v2uzn`Y*`K>qK z^6SaObwxJj(Q}Kw^$e^Y>`TXl^v6!t*Z+LLZWS958&F`|`h4e-D@L1NU|!y3Bw&r5 zY_q-G+?-etidRoeI&8K z<7N9HCEbbl9F_GOsoX{;CcdAua95uc5-N#oqLyWUYwvR5_DuTNY&26YAsIh6bX;eN zC+Cau)L~Y7_M_;&EsC}l4(a21#$o4vlg}m4$0L?0S?X^-c5~YexD;9mfzX9X0ezpO7g1=he9*o8sm5uC$TX5kVWw zH*VGdDs36OV=YJiYV~(W%&?2uSP7-R*Evqh-8XbM7n;;mwE_$GMuMH!G_scB3I6#- z#I>sIb-#Xp6v(Wc)AJ7w=Ask9$*I`nc=PI2mtEc+9=8U0IF~wdl|tk*xZ(=EwKQ{e zZHfLHP4WTVc3iO5{(fa^{<6OR*F{ABoA}z(1__gYzld>S{(1D5FQ+{nkNL;v{Qd7@ zpwIp5gVL;I0!;t-7$D=CYQcXTEu^kXe+81iKdj1W_3uCVA1*8bES{)rY)PJ&@DFM= zeS_yPF%L^`Hv4yVb_S$>a_XzV%U!h#+Q|{lbRN+gS!%nR?Oe2RCppZeHN;kAkAbxP zq^aIUY5CuG@_%E!Zrf_3;wKbX!_T1rDB5bh3zK~?mwA*CVwa5g1xyd@obTlGCB zC;AIMr3+X;_(q%Rk6PhMi@)3$4$%_XEB)HSr=xT(O5u999i6{#M*5SU z`_cL;Eb>n6{OtbR?oNY|rG|dKU-t_$c&6e&Y zer}-mR%Xkvy17=XUxwWJudiqCt6GHxiX1UR;i~MSHBtM?-G+Z&CdSa8&u?jyzW!J2 znAfPG`ELmxPNg?domLFt%~m3dRQKaVLly^xK7RW6RLckzapNO~loYx)spS*4oXk5= z3nV5PCZv~=eAd>^EzG<9LS%|Eb6oc%v6ZNu6l8CYJ zWa%~@QY&LRe z>+{QaG&}L^i{04o-##C=NUd3}5!GKaFfudqEh%9chJ!XbwG|i`(mtuh=PKIpjbwAw zP0O(SkuB;M_AbI_cNb4UU_ftlnT3p$&|wD8AM<%`JN68*+Ca$>=PjE}y0E*PgTF5a zk^b_I3-N0x($pMUpQ}vx{_%tFYy=4cJR5p0eiSkm8A9*(*bHP{7Iq-?sZUC^H1d|F z_bg1pIM=ZMbT#v5E+>EYlh`@8{lzu)@VU4vkOnB83BOut+(;$!K7XXY`%4Zg&RY2C z3UQ>~$Y2@WmCXjnq?n+$jX$~bF5s=#?OWFn1V}giYOY&#Z6t^beQg+5PK$X60dUqo z&-sjthqrjXl#JoFq9Qe)%b_Tgot!N6I0?&U9fN(olU@oj%rVpu7+SF7tu4Q(XRIe_14XWz5 z*RWrlL*0*kTMy=RL54I{_-$`@AAkK(*C?@62{#OQEL;x!#|nWsUOpw{>FK7{iwaaX zuP04*`mK886wlVp?s%J*Pt4pKdHhLJW22^V>`Pu6IWQ5glY9gxC*Q9FSpVu8e!RxB z(DpQzlr_U-eN=W#g7L~TxQ?8Bw`#%YZv7{zI8twVROO_+EYsE|bU8i<0i;m(Chf9S zZn4Zg4U!_Wu^``u7c+KJr7Dm6J$xJPz;&+cs-?R9mEc;^i~tmKZA@CV*zF=X+}uPc z$Pbdb?dc+CiGiLr@pP&hk35M|o)Hj=VB(M3WV|c|*beh$;>bt5t!spCOstbo5PBTg zB-aiM+!Zt*oZiSCG7LudOR(Y-qTx=yGoS0tAglL)<*n@Jy3M4m^`mUB(wl9$dnfHx zQuJYyKJFr!otnPcG3Br6pU;sz?c2Vasa2^g=sGxkaer)xb_%=+abobp&MNoMo0(^# zP{0{@@9w_Ui9A`^bA@fQ-lM-)4QGSmyvak5Q*m<9ZOo2fsc+Oytyx41r(ji4v3|dw z+mzR7>^>PkiDlK9pxfCNL9F}XS2mqdHXpbFb8rLTLDfEspM)|i*7(k29ipMG%lb}K z1nW-iiR0^O-Mw0+-0`(WgkyQo`FvKExx?v#--o@TrVTm=^ONglBYC7}j;CA(mR;PP zq@lV`UPoJM`A2orqoH6sPqnNSA(gYjCxT0+rY#xHxrq(!{X}l8Xi6BC9Q-a@b(R98 z(H@TZDZm}jf>r*bnFA&@09icVlam~h*U?`nhNwo189Wof!P&m-EcQV58YTJg9pNT-N8L7JX|zWHhGkUyeS(h_Gluz%1|xVeK7!8k{@)H&v{Cq_#YbX&L8r#Ne>!0`Z^d)4LUlQJU!>EWxzVO|vwT)^=qO8P+PeiH$n& zsehbXU|ZrO#&IPwA|XTm9KJpKTvy?d)+=4ghiNzvAK~CVDk~3VPb{+A2rg7R|KLr` z&&O6&WKYd9l`wJQa~mn5L=gxyV4>Pitoq0DS=+^TeyFlbOQlwRy_|gg+5D36sfqfN zk8}{mVE4~21lTH@v$%?;l-^q9Xg=X`bO<3-9`_YDi0?3XKWdy&_!}* zA3*?F%C%)sarF{Osq*o8(M&I+^kDX+s`UQnU@0jnB9gY~?4|f)cC)EqEw7TCp8hQw zThXrF@-G5w5w0=v^|#owvVh}$ctkHLsjGy4{rWQq%35iY-B&*cRC<_Kt*M-v>6-`e z7Uy^rr%)pI-|Q+9l6nyEB9#hHt?9?QUhnltmbRs%<7g%1q^Xso7B|SS&h0}Mvhq(3 zhiC?#XzK00kwai{=jcr((r3?&{F!Lf6UwW+&mT;M^YcNyDSKH^?1NXIHk~gfrj;$3 z&$xuHLutqz8+kS)s@q2wPknW^tRoZW&?dE(UYP%o!qU}EIIOC$wEUbkA>$fTF@f+a zYN(b)ff`RvyO5MlW5p%iR$(ZwZsOMn?sGF@m}uE+2s0O$9m$; zBr7Y_%&a$M9=`M)yc#C5SJy8QtLAu`#*}PAM{)b`@Nj9<_Cid%|jJy z%*c^_2$;$~!rEPu`~|4Q@WoV7xcpT@E-S0TdHXSy+Pc?06y|X2UZbCM0B{U!X4NJJ z5Ob5g@rc$H-Cb8H^Shqd?bnS@Urq~%((Lixn3h_g z@!_$si`tbd5#!xC?!J)1XdK611uK2b;s5)-!fB%GF!jG1jU~M@mnI+YcvD!o%zdsb z@&R(9ulM{+{lb$3k6lGC6E25b!#14A?&W_rw^}D)#drx>&%7P~+SJeWEPRt^NoLSL zq#rsRFjX!G*xD@%T2US0%j!*fD-XZgdI+$0U}<@=_N_J+!T1`wjg5-xquwvy(lG%) zp*;GEULijw6)F~EQ2SnqyZp)YC#_khXjYQXj@vbOvI-smw+q-8m7^`5ehI1O5=%|X zGAxbHP~cKFt%y*)5U6BO=;|ad^`F@D0=HV13O!28X^LO2GGXyPdta8Mblb55x3bv_ z-%e_=MqH+(gpP!g={;W{*LnDhae|J=HeUTq^zg*%I29jDUDGB*Nk z{b8-op%G!h$FH9myycNNeeo?dQNf%-ThJMgsUE}qx37m0^HnqZ=A0&Q}o=5m}AD0BqeNN@r5n3PHTiun)bf3o0?hs>s?^4g@vcXOd+z@4pp zre}dEkIg+jOKNP!l;cdXCfN`20MZ!hm9HsGw=H5LY}BvD&GKou-SoMQc1Kt^J~a^s zF0P3_-8AVHsq5%kvcftw316!+Ae6yQM>(weCDe#y+>aKCor~+qg^GrNf|TNdCraSe zEe-R-1)I6f&d#4TEIF@Tv6P;U)e!k#pbY}*%1~!6MAw1nS^kxednpuGD}IT z(73nqLdUR`>zX=Hd8CA$qoZGAfHd?EitIv=^sAyi1e?svUv2kty2&SL?j&zYN%+2- zj*suzh^_(rvlaD<_kIwIiKq|Y^ULmB7?qlbS?W^u< zxYsX3aqG{rugLNC!}tnyfZWf8X5)uxSD5bCR}Tza@YHw7HaU>%mWU;V97jMk?)Ph1 z2a1J%pfg>pIe=OwB^%mJIKj(pr+2DhzU4kBuW^82CB_ztg zMtaSF*vj4x?fni=IXG&}3=jNS|aDD85m$B>aV>F4V`^Tw8S)o_m;reThpp()64K!|9?yCOKRj9F# zwtu?29gv&L*?6!o4>+P`rFawtHgg%a-ifUMl_S`rytaQ)xojRNedKkehet(O&kkes z^z)BT99ceINAy#Qw_KDt?c3#yl2Ou8;RclPr}A z)M?y)#)?NP9Q^LvB`5?PzLz}hJSJb?wCc6%^et>or&t!YB_xj$G%_;t^{k|c`Ap4e zIwcuvu0wl^+lKIUE$?=RAo5(3iXV`|-vUhdYkZfeqKiCwt2o0;KP)>YI58 zU8)?hbdJ}Yf&1?<24aYO^mH8CWqqSqh#d=BhC9CI@k`xUwC+LtV@Ei*q7?dN&`?MS zI^GKo28c3W$}G*}jSyr&eG5`hMCYD$$T6n8h_9@?49c?gZL9it$8N5{`UguwCmd%zNxvbv2m>;ekoqd&Jm;DKS-$- z8b+@@JuC0G&=Xw9eO{yBvb)3KU-j{IZYb(=gdZ?P^Y==uxX6E(U_5a?Gl6|Gvkm9C zZ`^Vp1*I`*Usi?6(jk18gMHm&6v~th`*^G>?qOR7a5ii?mK{%I0ft6I%#uyb`5>ii zSFM)$=_CgCMxS%sgo7#%w1AK8@x%PHFC&a$r`iM9wtHfS6u7vGRyKBb?&gYr`lJyW z`XO+-2Pd<_lK0$kMQ>k#5RqS&@U8^&6?#SooEz-F9z0PElxn=sAjnRnB>sxyO>nTS ztu#;92`~)s|45G3CdEJzTp7m(st93tkX^ldRStFm4;2I%*kCws@m>K5(p&mQnOWND z1)hn?;!|_;G_Esn!3DS~I=Y z*wNozr=4Wh6;Kj4D=$2{RZb6_n|K{ zVWv>tP!4>Q*4?{zlsP2rG1%m>Z>V#soLWxY75*E@%;IW-c-t%KEzMt#)=+=&_UZCHNG$rNJ-NANWP*A zsIm_Q3b0&mXbWg&F=bYK#=U;W8@c0z?;c(j)ET{SU#|7G;bYR;2F&V_UUl=ctrvGpjcI=~U2Y~cd*LDYbu-?uGC5Wq8bjT8WMyQ?fD zwF_uS(RxE&Afw+EZfA@Lbx5Bh0jV&NGae(k!_CE2^7?p1c21n5~Qv2l6X&bw+e zXAF&grloAlm)toOE%(GTFd3kG$NM(P0q(Fl@A~DfGuRAiD z3+j0QtP1)kaMQ}S7o9mtD5rW!@8PpIyXXpdRTw;q}W1^91z}kfNbBF>}(oY zr5Gtk17d|A&wwJUi+AL{dgYRp*eM|%t+>~>&3j~& z6VMmI=dbt%DO)G>BtP;wmJfcL`06=OGRN6=r?GCVKfhfclrW`(m_xp*WD3q{(CtiV ziF{KV$2&L8>O)TWr9%5=VdI_zT{*Qm)%y5CJyF?<{4~G8;$32Eob{JwEl0) z{1M{m-MemtyGu7+LTEqrZl-4qJz#1bpu*)3dwg+G<6~6R)7gT%zhb%MmiRc5o{u}I z;#|5E1hDoZKx+Vu2(il9ah7qCp^@WxItrVc3$U^zGa+5a7$twslk-G*T$e7%=K_B@ zJxhEW6Ydgaapsfr+$u!DuE+|i4r2y->`PW5_3Ui&1*$18pRMG&+F=EAb(zIV{IOGh zJZe#&0c^R{v@|J)Cj=tH+Up=T%eC#iaU(`pTVEXH3;S!7l;ab86zw8zy6!15A4wl@czAhD zf8pb8dsW8LwEg&@%dN{u*f~~*q;2gYsAs5zoG!VE#eNjyJr}OV3*2xZU|^BTT?+@N zH<&1%;)2`sVYR<{q)l~R0%3%baC(t_%WAY^;5;ffFR$l`4)c}T!RB)^^#*`hUgs3c zRvC!eZu7uRn}EZv@vJnmT$2FgaysBjhT)U+eQh(Fs7khtA> zU`@_vaY$1sHn>;pI_HMyE`R|~R>1MQ%P2jWWDC4`f;_!v?A^p7m&cJHEh{8nh$^wN z&6Sege*&=}(O`NU%+Mr^9j^hio}pElpMg#5x{JPvEkC~eJY-|)HPUWA@w-pYCR{Zp zMCR|=_Z}MEB&~6t^8@FBLqY;hv-x)cLFO}emTTy`?p3(AqHtUX~u3LS(tFgAXB zcz9=enwWmqg&vA)u7-B(BEClgaiMRbBiK8><4sMz@8}!#6wJTAN6CZbQSgiEg3s;m zI}T|HixAj=)I+2zVxty!@3mD!y?OQhJ-ui24XY=O$or$Q*`Q4e@RGe>(@~AWp1rSP z!2nAiNMv*yZWZ80Yd~WMkrxOp2BFpXJLAKHgM<+zFF=Opsc>Dtlms^3b=(5ni#U}P zs*fJ{j2wm3Hnvd1&EvdvOIpp29ob7Pyy!>*ggS9Yy%NYNv%{C%CMHW(W7_=qCd;AJ zWq9;VIVeeemx;Nh0Pi2FW=F2H+dDhTz(vCnzd$jCt!rt|$e0Y8I4@3a?s_1iO@@9~ zoRRI)3SERPa~|uUPTK6vaqTl`L!1N1;V?N-Mz`2m^b2#e2W9!|5psWqS#PGe&}wGDMQI)+XP<;Ll2J#Lq};0c>v8x zwle7t9C<-e5myppC+8omtX=e>;KuN`XJOy4a8YnPb);h!HDETfu{KBRC2`f`iP`zD z${s+g6cpQ6cXUXY3#;`OqC5fvS!Z~Nh`3OW93Ns6ACkkRM?=jJ_o82l$2S6+HTi^mxu7poscp8R<(WdSSw0GK8yIR2;&=>i31S^W$05= zeIIwRovR8z8sO1CB&{{RN>#GJ24-g6=;{0IK7SsT9+z_iqN%IA^>pZWuTM_pP@t5o zlD^j6FW=^RJEsi8fIWv@{QYcI^FvE}v?%eK%eu^8xs3_781&=Qcl74aahcA)-(P(ik@DSjpkAA*U=+4v9G_U2Q{?bBIAz7)`ATw z#+O|FlRIbCRLiypWtbo%d70>_(=3-fr z7F_$G4xEk5@BA}`ZH)N`h?BR8RPR$``0!=g`sVZ zZZ37s%aTLz&A0lc91-m9)uP1P*2aRPL;Jk1RzwGvzJ#Ha0Z=OHn%{vawnS5k4Vm0a zsOVkSO9UZ3wRmv}^^x1=*6CVS2-026A{m^k$*!q62UyR~vn&tWoYyQ`t4Y8g{c61o)SSZtZAfj8YQ-v(cZdw^o5Wk2rN@>^Cq4>deNM|LBIUwaC>D%NCa zF>kKgdZwLyM6j);nT-otdzUBl3$y2D7rjCA3t=%GV>w{{@COw%jBS4d>B42cdA`sX zBIg8@-J8uO@GIvKIq<~P3?1#S6j_~3D5_(YPN%;CcPJ=Y-Hr{7v4F@f=;Xu~wE@=a z=;|7*xWDAlY+|aP)LAD3arwm_x+XlR_cE&KC!4gR0Wb7)|7f!HO}xMPm8aX}ZR&$$ z{nITYye8+^8=4}r`i^O;zV8hup90NE8QG??G?SUL*Dqwf;XZR$gftqkvX)f~Y^8HX1m z6<&Cs(5q`px_bvNK!5>0L&{WB7~#zgV%b22cQx#oS9#{=>Tat!KZhDN{O+-!ik=Dm z9j)VQ!LH7T;Bd;L95>}c6S%{h{-PWc&H0|FB`6Bp1}Le^G!%&>kn2ELU)L~5$YQKc zu|kY`Qfd{^w;M326(?q|V}6+Q!4|3;x@RsIws(%!`qPYtK1T12V4?$aB<1agIr;FO z5C!Fov09t7u7`w&j>=iuS_aw?Uaaz|ur({@wIqa;tMOjXtH2y3o_pN+)6YNK@{fil zvbCj7%~S)Mmc#zJ!CXS>cN`s>Y?KGI0X_D_4>23>$4XhaT^1RUO-L)jxER1fW?@%-)fH8Q&tyUw)pvHIs**7z=<2*6bx=O;ZSN5A~_* z(X}0Acu|fPTd>lfsDH}9&?j~&AI`&P;z`Eud%Bn=Ug9W&@~EABSV$v$DLA+l1Q@BA znU9X154QDbOwnE5XS*=k)s=p1LdQ{c;T+od+FY-tqk>{R(CLUsdYUw%I?FjOrL6%C zm5eh^q=z!Hh}hdEp`_d^88$M+3O1e{5tJ-!&7a2`?C<4g7I&u+ze!fLCgk5g`rCUw zSHi)$w60sfpie9D(&Q>Bzhdj4b0P@I76xH?d6{#tJfE4K8u)26Jwy66twf!j8Mo=| z&hD>n>bQ@u3*ML^l0+ohaN)H`lzcZjpd6!~?-gsufeu@+qGE1A=o&YF)deT|%WX_X zn2l%vw7zQ1$Se9t7K@h7_41|`cm>U@Jf*d?XFnpYZRy4Zs0>XRm59e*i?6)8|2AQK zW+E_g8V9<4ta};rzc>vhpAJ1mm-oEI@{+2pf$^%)O*HOg8Twg3V=f|v$x#bGyR}8< zoK$SEUv6F6fIPIZF(*Ebu-13i$%1#TtmM8Zs`K~7Ktyiy-*yzJzkZoF?i}2GjQo$R>L_}BEQxL;{>NS4K4 ziyaj1@!G1G@lxGh4r_kiY|Nfz&dJBO%54ysZv4KH0Z{4vxL~iLc>@Hl!}bOK^y!X+KAyS=}Ad*@!>x$~*TTVX zPUPT)i&2L9lX+IFwmm&PNbL(d8T~$c%Ge0z(qam3^7w)n1>Wu}0m}CXL<74ko!u{= z;rI{6;|>oI47t&`TBm_NXXbYqm*ZIRI(>Xg^8RujQ+;);C@mgjBkR3IO5O-@N_Hii zc=IpGxp`)iox>y0^nYsDOM`4?%Ua!w7S7ts) z#4hckZ}hwR(&d7N#!%>cO^+bCGyziQ%W*CnM5iam`V?^qY_D-#ckY3Xvn%QEo8wV| z^;Swr$$Ku=?ZU3;!}_09zHI%aqu=WDL64+zQ0u(zhZfNwU~SHqimk_}&g zpNm$33t_q<5G*KV$}4Fc@R_Ec?B4IEm<0siQgm#hcs9e)C0^b4Y~YdM7zNdPup_j2 zewS$UEr>m;&&ybmk{A6Q^35kKj4m*+<%6io;j`z@FF>?~RLL458(wsR*Y|YkBFg*q zs?PYsv<8uSFBuE_*et^4e{lqz zePC&Ks8Iq_SDn}1a3BC_0h`rxZijX$eYbRQS1oQr&;7Qw+;6q9;-LI;>X@`7>KkEq z!#*>_WwYuzsL!yJe&$Y6lGoitN82OXj;>gP^V^G~s$jJU*ZY~n;jPIFE)?1J46 zF7)WIMMXQmG>^Pr{HSm%YIf)AUCL>ZrbD`TQ>0A~;0qK>1a{XSnQKfY@jzm%8*Rgk zU3JH0?)lxD6gGJK`g^^ziT6#v+UmY{NCX!UiDCtxpFY5-8Y@SKa`_LtCYV*WMfPGQ zRUCCC@&lW5cE+YHEv~aLB_sp@%%29!5xBY;jV>|mt&FPntb5Q*Q{{1N)2i(pVswLp z@FEvboIHHI`a^5Zg~=ztw8_{he%_o5Ai7NlsMe-kuMn#Q>dzRm=ayFHn3_tc59nX} z`iy7A;soe$fVv*AU-!OcSUoW0(74rjCG`P>1y8Jy*SlS+tfsGg#TIE zO_J;NIZQt0)YnjVfoK8v-~t_NDHaB{$5USwuD@rg^6gmbY(cn$`g#K^>sMq}r%E9E z%rO6A-qd2u@%xE-{I_o!S=v{_?&i7nd%88Afy(XsT6Xkh8WQjM??L;gbJQBbSX##1 zWmv9fGsPns&Thp8MaJfuxIWM-^RI6ZppEk`Kc+8qL;#1KBK5Ir1za2aA3btYbOaZG z4l08K_ix(J#|rQI0UgV>`*={rtnnMfzD`Rc3(2Y=!XM4Q1brED+bCxtr^y>AM~Ztg z!cWvJBoVQY)yw%R8~n@KM<3ID{QYlgdQ|ZvQY*k(Fy)AhkAbx9Hq5IO=V&DFmb@@9 zz!lq{*4#gGs%>Z{BuqOG91Al`mPe!?+oQ3UUJbi@)FPfe+c%)WRo&BberG56?!Ei6 zrka$GZbT#Pd307oD-RBkd|6HJtN$PEef3+EUDx)|NFxH$h=L#@UE+`uN;lGobhorf zNQWXJA>An@F_eM|k^)16Gz>7*&;#$D`#FyLdA~p5`;KpZ zbi04K-2z37#N^EQMQJHe2Gle%Wu;g=*6rT|;dQAT*@R))!49jbV;m9t+ZgxM|1LX^ zvJ(@K-~ql8BVyYFDosKL21t@p5bwXGZ@ezBUg?DQGp$({ zf$Ey9uRJx#>1)^GKlWk8S`TH0eOIARm^SAIAuDxSVIW70|H(Qn^ zTQ?v9fwPnVl~lJcL_>mIHV~U#Q@@x2^TQ`hz1-gF+^fIf(j&nVbOW%bptuIu-Mpek ztSRv`K4HpbscS=@DJy2cREK*M1J~fZ1eqH@;AB8y0?0UJ)tv7D0g|hJ!jW`D1U{xl z{-Jo4d|R7fKdMF+Knp;Ku<_hw(7qqnv3+o|-tW=`a()PKd(fy6rotiT?TiH|#>KTQ z5;GU_hE>73gJJe0R!=bVOcfZSLy!4125b#vGDiWe@lxf9l>V{x;O{{>OG`n37BA4x z)$iSWIj|!tqkd1;b5>r7U2E23U6ms0%2a)|3q!C2J><)wkmc8?fdtU=gyY~qT;JG` z-_k<%LfkhplOlRtl$YrskO36c2f?bL$Y=Kc79l}j5+S#;2PQY+xk~`Z&96Ia?5Pb- z3=YbeB@`E?>g*)I)1{_=f)6UNK=vv3=DM@Dcz@rW6d7cY; zUW{A}3u@KC;@LYOKo^HtR^i#5yxg9DNJj~30z}`Y2QY`9#b#GK?cL&-> zP*G-yD{E#(=G^i6|obax1@ECqc|V%$v|EMz#hN6?zGi8nRC(`%JvB2Xe-#K~-Zyfyi(&MoQSPHv`)y4O_G2jjmi%&myM1EiK z^z`=Z2L1vB44_ZuZ0}?roLmEbwHLTQh`r08)EciS{|&et@w%Fv(q38zlUPTl-zP@8 zc(Ac&sw?&8<`>`j_#7yoaDiPyR>*sKpIq=^IQOGi##h$s7(o^d%^Km2W5w5#ouh|G zR-1WKd#)^%j87Z$Tgd=b0Wzq_2`>&c!XEI@fYJ=>sD|g9(20mZK%=mtit!RPX(q3c z0Bxz=3m`I)cem#_LLGrBRTRi@d+L8t2?e>l9J(*7ey@8avY+8J8WivBZ>uo4*X*#L zEhtig#|Mp&Phv?(F?<}uZU%I*O9Ti_KX|BNOvvfXYO7T0l zKn-ZZ&|Cie7f@pu*Sb@VjI$@&DffXg-PpU>iYJbjNB$2#N#Q8d{2udii^Sjg-AsJy zJM-C~#g+yL41!+FfOge?$QIhGeZI`t-rX*=!L5|BHSyqCo0| zsRu+g1CI+L6+#w&@XaFKWU}Y z4#o<9|5l-(7ub`L@izp|47yIqnB(ZXN6}D_;^hM2A$Q6E+)FdkmXKeU7_{xg5l)HY z{rvq)PQjYF4{$R6z4y{G?AEebIDxbiG&vE0;GYZn$N^+WS9{{6r+-@79p^T;2s-<$ zj_DU7Z2*}J5G~6CavrF+7gMNXa;kmK{&E6>w4xc!0Sbg*r!=8D`;Iz#`gM5%girV3 z|J?td&Y-)phSp@D3ls~~b+qq?FGuv$T_1}C!sdVhU7Zk%;;s#3=ONfIy-ju)aveld z&_37$$OupZT^Pb*29gzAc816L?!Ot>Mw!{Ek0!^{%LP-Vq?>CWQWu&i!ZL^5VY7UE6*%gzEA2ps`S3P?DpSWelw1b zOW*=y=MJW;Yjkz*F`)^ITDAGkWYdgZ}sB%&RM!m@(1~%B0gfmH^>;?ZhCM?g!@Pb~k3G>i(j(>-gMVHD-FFA_)!DGb0z{7#dOvZN%~L@%ifOLUmu=n`QPR zTnh=Y??0*V&~2=S#CoKq2>n; zv@Qn}dfUM0+sj$8uk$`E6}oFEoiBkBkD#bqjy40`Us-~{tZ>++08u--aVT(WX3|_w z78{aNmy1}uD9s>Zr@%)wln;( ze0dJ@_J8?r_hXe&92XZwYb$qXiYgslqL){fF) zhw9wQ3KC1HD+6)Wl41g=wzlt-iVDTm;SdnTcFVqMJEmVkHWO&8Wru}){HTx~9gL<1 zhIC-5to}~k;C5Ip?Gq7%@9+faCDFHI^@_89E;+l(EByfGpLFz{if{io;)i8|%=X`q z_`c`Kmsb)unFA;UmzKf+B4Np*ss1O=1Of8Uiz`rb_PKjy@NWi>R|^74e+vB1CNW&Z8B#7;6G zvGbQObobCaT~3H>|BD|MaL%Q`W3Z>sR9GNA)GbSwtY>9wQ`~3*JmR$Nl#TUco}?r* zolAREeAxpPjTXt8F2VWDw{dY$U)Tc*6 zDo*Agl^)cbX0xYnG_BTfQe3?Fex~TIoT&qq^^@n;hK?9}Q zZ=@j??8-Sd)=r-1(rih&uXXkK(t#3W)Ug zr5wrV9n(oWKQH^J4PHxu7ea%Dg}hbVV`W{IGi(!ry`Js@!%HgV`d(E9STu0L8>`#g z<4Imq@EfGUG?3LbY2UtBan3XlM;sqRRit)C#d((S`ualZ?A*={avo$ioctae3@DgX$tugV zhT7fC)T{bFB_ES`&`n&EB}^=f6WY-?mOtqK-rFlzT#%~jWc~u~B^LCA{*j67CbA>H zyb#atL5RJR7aK(spZy3MI9U<`(Mw8lZQJC?G=tI8Rm1SXTN=YgK{QU$C$`)V!v^Z@ zO5&qsZRBu{1_msaRtt?4IFfQ;6(spL}X)Ne~j+;v6!ReEjKIKKF7g?KiDDrVi;kXBZUch6Q~lR1#OzERsM0mNaT zvQ}kILjj4Y;nVRhexsR;CEWoXY=G%d(9^#>n)Aue|8f&W%Ui~aT!*i_HN3Kso1Q15 za&c+c#1|0(hMTK2wtlW^XUFI511G#B!o~gy-GdbD>>SXFKWL$6NID!*tjU5hJo1@i zUx-g}Xl56s9X&oaMclhUpJ1hvgdp3ApR%HgWv0>wx1;?$$k}xtt=?N4Q z6l8qPGqZvBiEXS!0$H!+w%=utJsNa$Oon7h?+g=V$qvjsg)5o>`7$z*rtOSgZf=k_U!eZ3u1B`3`VgWU4)CSREFT~myWG6bc)Tw&7fu`rTcu$< zK34Gdd0Y{aObzKf+4(kwN9;N|!!XjHnlCQFK$`jpb?#m+^=~irh*v3>Fm>WD^Rm&5 z8W16hBqb@1Zq7PzbIIrj26jM4Roh?<$DWQV&q9(ud=NlK{QQplrme}tLr?G8N=+H3 zK&!HAu(}pX7$8_7N4?{rcQV9(3Q`HEeH&4!Ky{J>n&rLUxcR8C0am=5ev(am>#H?3L*4RfVfD`f|2)Gq$lrKb{hyPYh#E3tht&FdQNmy zSt)#w?T}oT%Dma@>9a~PF0z3&bR0`8_T_98{{!1d7((~R>VCQTwU=JeZpN` zo;W1+E;}4gVZno(&3pIh_rWYz<96eVpjIS%^XCBU+$750pd-p{T3&_02vQ}0t5%$* zaT9*9C@!`l^SGcUbYb`_GACb+T;zYnGwr?J<_`-zBvnD9DT9$P+ra_dNAS##c$T!Z zrvO~_qK~NBvIA+XT7B-GKeV^&mPK7eYlT<^~Ij0@$_ZtH=kW^^^<`wzleG*|}+ zBVi^z%jZO4`1neGmu_MYjUwEnE+NGqxe1IXmMV>sPA4tFEZ*4eJwFNXDuD^Q5s z5c4u1Mf&H{@`%enxExoH;m@eKsEryD!RfbuoOG4P&qJz5NeSE47M@)8?C0T}Yo;oc z@Xqo4L3X>fr90@?O@I+UPk<>jo1(X@sQmq8r^myqdKHq9^KoCKt~w`GGlWJhR~#oH z&m6ehJ_nlyskFCaLK9O%gMIUG;m(fjuV0#E0i{kIjSslYF`GR=GRJH=;@rgS9ccW8 zR8uWP!+hGOXn-adcSpXNy|Ry<`t^$*TJFzW&K5bNYnA})Dd`#ocQt4vc}Y%gmEc@# z9ph3$J)9JGi{`032&t93*p{DN!1+Jf;ee)OpKbaqJ0J1sgI43$Y3oH~F z@*ZT2z1WpFT_y~#)G8|r za^=^YUvhYKeMP$o#fLG$tVuB&@3cF35T(|ZVNK1D%mk^3igIEwA7#qH7vej#m~t5) zHt+f2Siq}8Llc%V)8GHk(}P%;7DtDZ{uDbm*P=SaBSfhHJ{x93UI zRVEw^i*j>Hc$*p=_*+^D8U~IwIj35vdBnjOWILPtk0j4I9j$*$Z>)djhK~yhemfg4 z#{kO19M;IW*(LuG?i_QCKC9~?IW`PY0Um8EA zu%UWr{~peIxCWnEoC$ompMQs+68s$c&=s;<{|-*@G_hAv4F|p#Yhn!fiQ}3zK8`-- zAn+RsnIE5wZ0wdzv!iR%7@dd!XNFAj8Wv<0xmbk!G-=gfV2bMlR^WTYc_4|t)zfhm z{fvOjmP84joHBvvEKr@ZYCRp6>$AfS3=9i8D^#f3!GKfXdzt#xdid$LLW4vK3rl$x z#*eK_J-1}l0ocDm+Gy<@#pmhyeWMjQVF0(BdmNY3_VZ^6Jg0f9)^tOy z9}6ODY58^5jUeC(#k=Yz&4Cd7(F7v&ngp_QY)GBXTpw2#<8B?VYu$|^;^T)!MUh@c z(0-bO9$G$kcdZPY9D(72rE_BRfpVPFN-&DLEI%)qE0kVa%Y0>N)WO9E$j>4Q?pY!I z(x1L9iX{Q}QtVjW=J`7R=`%TmZ?k>kla@B9`cg`GOXpNqH&$%9JqS{aPhh%$yCu+v zgB8DEGOquVKTal;Ehfh$pq0;wn!+nq3DI(bLG&)pT_9SnutPXD9?A=r;~g!cEsHn;A|R)3q7x z-LT0dEX=ntxNPdRLTGq+NO?RUYTqA84c${#wqU+hkVI6*8&_J&SKsvR(5Z>5_?e+0 zI6=e#UKTjTYG?n}^rT^7d@QV+B{*ybhrILWuV*`_J=xi|JdgCQjKLDms%8wQWj?&7 zm*v2LOb%w18!Om4#^w!VSZpt0xB4EA;Sb@hz}vS@$ve$DX8I5&9CDV1^u{{7HlbV& ze@_HtOv6^34m#3tR@G&a2V;0>1?$`WT1)rL# zrpq;fsHaYRTGGspb=hK+6IA!RkstLFFQ#mM2B5tFb%A%%;2_-RxP&MdCWNQG#}4G? zj=k7dl;)80@D>?0^~J+Lj~S3dV2`{&z;Ph6yB#c9C=`f&_9BJF<#>Y^TUHB3IfG+A z6hSu=x+kV&vQ=L)r|5a7R&5n<{~E#@Ba_}{7@GitvxckN0a=;Yq2lThs==Nkk$Cu` z&57ZYpa4ai+g*U!R;lo?0Zb@E8SL6ShUGpVZteJT;|OIT>QiOtE0lt0zp5u?{RA?? z11#Itq4a|07wNR78CxIj13X5S@Pip=IIF+4vT`UDACp{eY}&!}uyP(hAnL8EqVMwW z-(U8h<6ymJs!f+V+!dhP@0fot=YZYTWu)sEftzhrHT;e$^p|MMs{Q znm4c+#KkTAJcVwu1m0Q&xoa^&m02}Sj^2!dA$>)$isl8{k(*o2#;f6Ax>DSS4EPs4 zbam#r^6G_dEL|d42<84DGY!s^hHL@(9n;aYOcLq&yGBk^V>*+(FR&pcaZw@lFeVV# z-_EK_j!ahNt-l7j3?_g6`}&XS-u1$@IZ*9{WHT>0x2igIPSk=ce~T_W?IY%uKE6Dx z$q*z6x;`V11)x>YiDz0_S$LNh^U~<)9~^Ep(cF?A9V^&x7?$og4BP_5%HY^*{&781 zvOoNm=K)c0+JA>TZM59|@M}0Zr6{FWE*-zHnt9#ME)f6aOn)Cl`YsDEM287V6w)qP z!FKoJVa84@9mekBLa?xW6DzBexvXVm`Z{v}=kyq{m3XyqohS0xkS@nbMOA*2B^aW` zrRGztsWGFNaEn%TE;RU)?WWh%3?!LDQj+s@S3+reI`QmyhL1@Q9~=&CYu1#o=^vruiuWR$IH2JNX%pVdPHch&-gg3CG9roNnl=vKn@U{YV2ZFeZwP^Nv%HI z!4n8Ihh;#kxdyLLu6jCkNOYRPyGqUu$BRxbzZB-T&_~R{hIGd>#c`m-#H+r};1L+= za(NBG`P-Q6xFPkaiK?o7=wxGRDvst*%(_ z*Q^`H?!VO6$51ICpDGdaBrN4^doz}5*8A0^LpO+e2S1`WEjmzxHHC z+ZO;S2%DNeGc?llIx0B`?^-qgFL@?Wd3Kg4BwCJo<+!DmZf@>W>BS^p_A$GQLswzW z&W!&3dvi*fqRe?c!{}~g$2;_U_F?28%e?7}QsLWrzI&{YPQPiPhE0%H18QQNeo}ws zPE!Wd$f*S|2};2zU679!kdRol?c)PFl;UzkksivWZRYpvZjZdS;itCL))Xx53@vSo zjm4Z4DyEHHH{OqV8$Vbysi?ziSb~Np^|kFEkSN5B8Z=4uWg>`aj+%`z--CPeaseXo z41dSUig3C{CjXuD$l3ts0*v8(qX?i0%q1LX1Qr6QK*rVyh~fq-tD85r9vQzG54!PLKIB?xhQZxr#7<@NbuJ7?@(dwaPt)LK!TLmI>e|s4;-4-Eb>RDSJ46s1W z5lxf0FaqW`*`-`<*}nJ?4O*6j=)jA`M(;`m^<_Z$ylUT%c+#Whv)Bg0DG!W*b*ME9 z1zZPp7<0Vjhv5vB^70$@w!^b7&!gAsce|9S|Bx!iVHarK zo}4^N?=Gq=c*>&>Q+Xh7?Gx|sRQl?c_+?BmS~tDll%KD1i4pq%QFri@Qmh2G{$pvf z->fpep&p1wLa5uB&5JWGBQLaZ4w>Nx=Kmcf2WN6>?xQYMdvJ_|8_Zj;sR-G;lIBQ~ z9-S_$jSZ>fdH5sYov$n3Z#lW7vk9Y(igExHsCb&2G2~37ipt^%GMF3wEZ|6!kd$Px z#*r=-gF^M+_1#s}X!GJWMs~2IJP7g0L1vEqhx4_=g^}!Rn^V$9_vI`8Jvr#dFy!Mu z67HI#{U%k?^JEVRRo(M6~jQK%&GLJxPEEQIZDZtLKa>zcq_$2iAK zzUJ_&Z|}|{h)Gs!k4NhCMn1p;whaajxo&koV8d?C5b1L3AriBri~J%i#bPDllLu0c zH5r-PfkRMEG}_15xRr)E;R*KPumMR^!g`OX&7Rb!rpOL` z#|5+iMtxY0^$lS+^0@A7LZZUXMUiT!J#IhG}_Ub_cXdZiY^fbr`NV zK9Uc^AEaLY4N&))WPz6F*hC)4(B-ABNdk$9!(8So0!H4S^)m2zdxQ>o43(}fv2+baZyx`e$$D`h%EK zc;N0ByF-if z^w_ALhPJ%WK-}jWX-$?m)tcoG*;lW^`sCheFoEr(x&t3#<-Ct6tJJ%*V>rb%BNq(g zt|v8(eHF@8J~!L^6Mbs=D){scATTlCdAlnU(BR~g^Y8e?JcJs^jahF!2z@*nPbRd! zA`N(Gj7u7Ur;VJlv+L_L>JnYZ$@#$=IM_6Y50K2Au|IN?O$%&@EFX>2Kk8tv``cU? zlriN|_`0@wX`!^MVe`#Z{}VO@>||KegfuDl&hNKx`Hq(p{htK!M75%Fkfgx;Ya9@hVMT=es6)BU;~iUWEg?c#ce$-T zx4N?L5!SjyRC8XT^c$RrNJ;ry{ey-O>NESL6V2HMu{S!<5!)vVsVB+R6=5L_!WG48 zJ>TbAg}3qmg~g<+OAi--s3b(mC_7iRWg0c+0AnVMiv>Z5^l;G}xBZZeF@;C_qFY+C z2(aBrb#D27fh{dB4SkpZ5!&53sCJj7H9MWIfI0>%QzC(K=A?!!^63 zC4I2@%I&A{*h69OwDOl?;+T1(=(V-SN57?=pWQh^R41VZB_cacOfkHf+nM`o$+H5( zEe7Ozwp`!g&@$loWI2*Jt3~6`poB0yqPgQhZuLBcIb^A5_ZBo7Ap?B)Z-(eyu=6Bc zO*?FqRln;h(X1gM2ICzFD$EjAY(C46E+>4O9H(|BmyA3ord?@9$+H1gz?}JZB&MFT z5Xd}$jl&NrMdnan0Z1p?J=|>dCn1@n42kHgi<;~wbdmrS9G2^sqk}*y-MQb(ARO5M&-(vjJr(yjJTFL*N6KI?E l-=Z7%tJ42fBS$Z#cIpE>$8LT`fb$_B&*asfR>_*b{U4Q~Y^wkO literal 0 HcmV?d00001 diff --git a/gatewaybench/analyze/throughput_vs_memory.png b/gatewaybench/analyze/throughput_vs_memory.png deleted file mode 100644 index af2cf5377346eec4e52f316db1a9873b4bcd776a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 90326 zcmeFZbySt@+by~fkdy{N1f;u>4(U|78>FSXm2Om8TBKX)?(XjH?v8Ww`u@Ie??28M zdyI3=-v69u42KG9J?ma~T-TiQn%5I7_d)yx;wwZ51oA>sLPP-qfr*AdpxNM`gP-i9 zyO4vwxE(~*92BjM9h~*;j3Dpz9c(^XJA5)Tc;jSbXK!Y0#md0U#K1)N#?-;V#-5vz z(el4u!C-A?!WeC*W(V$qU?ZV!4}oAlJpF-!i{|o!KtUjqB7#aTNqh5-F8Hbw&yQ4D zScUtT6=ftp1tui)QnOl{RhI4JG|Xd-viq04pJlUbHH*jF$9)#S8DVH_{Qc~HS?ySj zh3YrytgH9nXm$#ZvvGt2Jr{S)Wtap-RQEfPf3LCk2Jhki>wou1m{R}w%`Xg!=%9Zu z333@K^nb5!Qt@&m|G8qA(*N^%5gL7=;Qzcqsl^ZDKX1tOLm>ap>lG0GS3aQZEdj*w zz|MdLg@EtNY3XrQ$~XUz9;va3iRO2@M8?KhHjYj{k(HDIfv|>sITG=>_!itBcZeUa zCL2p#X9rL&cTFu?n}#6l6DmizdjZU(q)g5e4)F;;<~pd}9-bCAcE;taAk947t@DJz z6J@0bjcsl)hVdD=;7&Z=_y+vMi~ntB$86lAB{=)@`p@yU_~V4k-#NNR#+33LYwr!d z+KOVdWv3C_e%Sf(N@;TJ4J8L^_MoU?|BOI-c6Q+9f(N!UeafPRExqOg=YVJ@;>-x< z;N{GDj^X?Me$%`HAtNK~qRdRg$Mg)f<8_*Xt0irjL|&cI<>435%*&$pNQ;$ElbOR| z)2&HVX1uSf<}lbwKoP|~GBosgFKJFEB;>}or-z33_5{Dm?yd4@I@&+;Jq+oh zHa0dAii2nDpQcfAm1qt}$L7Lxy>ufZ7u^*V_5ZHsFr?E@fyi#%oMz#A$s2KhA?4s| zXEbtYbv^ftGeIUGz6we0&jn*pyGA_$h1u82Y`BeqB#K3y-+CxAVd14Waf`6`4CG|< z2Sa~1$`(osxZm%UQ0q6}Bw#EfP<%_4E615QIChUXze)J%>l5SR;P`ZOQ25^)t*>+1 z-C;3MQap{{U$i}^pg>4el)S90T+iI#*=2JPJkhHV(Np8r@peg@y5B41mgS6Z_O_Vd zvr!J@wp8WR{2JLUTc@{hf9cdlg!IsC?QAtoOuSka7B2nR{2KYi3l+|yyqZ_Uq!b7# ziQ=(~zLmP(>O+Uen>x)8!s6?*gM8QU565?kKKz$_Cu|>5g1=ky@NliPJv6S*B1o#* z9C*-y!L6E`zv}6sl~Y&t|M5cu_tjQw&j>~Xe@Z-?7oD+e>N99)&+AfE#Ze}s1BK@E z==SNI&2sOR`$z%o3eQ_uiU|C|GH-D)5oARPs_{t<2e-b$2+@4`s7zE) z)$V(_U-Nk(R$s#ojgNmxt$cZ)T>*b;EPHrTs`WvpV}hU-9n%?onyVU2kxxnk;im$+ zZKJ&rV&55tbK83^6Hbw z>~v5PplnP-Tf9HRk4WVWuk#Ta8y~0jOrlmT)^Cm74~hsER&ip;%gakIE{4OmpoKw2 zXbQ`XVsdR!3u^CCm2*C;9hv8hp=K;@suZ{nfewr$rsNd`mXF^nB zQ6YVM{ZuLF1B50->%JSXlQVHno{n4vV=e|f?;Ye2-+H;#lJd`!@~Nv=UAJ54lZS; zqwmwRuzb}RCMhCW&?-Yu~>g!=f=sCB9fzFGL$(N*gu zsexL2-C;t`>DBh60Gc;5RE)B6N#&pBw$hB_vsKjQiH@343sog012Bo4t`vx>MOi-! z>Yf>t!h;|OkA%`vH$BR%zn6m&dAL>nEjcRC+WQVxTsBEe-WCC@KeN*rJn#9IT@`2L z9YI|8$EhkuxC!fpfaozci67)P_KqEO>Z8X?_s)W{s+FTt zEnzIBs3<~cHo<=L_yqruW`7Zcl$)F9SUA|LpOlarwC|C0T$jywkGr7fQ5%pHaBL7h!)ZZ014@k?0C43a>k3IXkFdN8KkGg~F)$+Wzh=i3SDQ|?Rf z4L1kk1vht%@Mo8>5Es`PL#2v-C=7qw5l)zXHj^x0 zF<0uTP!dyPIGmvEj=D0=u_$b*om^L#o(?6?Y#S63EPR&AD)OX$T#$LcROlX5zoajFzum9&b; zxd%q1G@TaL1^<}Q5G=?Z5L+Ibrs_+6`y$ozjW(eeDG!jk8b z>OIx?*w{+bvY}4}f}wa%lq7bHvddBMCc5+T_m-6a!-IOO*obEB@I; zt!rSJikB|&C^ zk(Cy%u|PAD4-Um}b!Pko=7YPp)m#Yb!)^7FbJ{)^%OATE%T2qT&~ww_Nyv;3(oM39*r3MI)pAO{;IYsW9rSN!QIpnG9Q}L4JnUrBNwUe zZ^sggA0rmL`}$;d<1)U~~B1pzwZ3ly!s z4Z_SGMBG_|d@lWlo+X=Lqq%BoZq?D5TGVzie_L}f_x{o2QrM&BgvTEyfQ9Gsb(60w zZ)6sQ{^CV&s^2f#oZRYb)a~do3o6=Tw6kg(YN!|C;V1i{2*Ez6@80$9rD(<^#P|lL zctC-vJ*il~L~O*Pr>E^~5EjRZ=^qJ$dN)ix-@p2fW}6Q2Kik z%x@P{b_gZ>{As{@+0zKq{p(_);2w;ZdVrIfhN1bVJE6)CnHuHd#&aV7j|!TTtSraN zA&hQ&ZuRsa6*E4b&VMjT@x1Gf0~>s6;+oJs>-3|7p&=%r+YW3d5k-t-&37NsOWv@t zvNNmmM&)+$OhoV*5y`yavJGmE(whPJPHaLA=x@E z@6AZk$3g5p8m81;P$>BE(cn|TS0x^&6*d|g8tj_`0SBdJPv_~M*C(l}9>?J$A4m3& zCT<@oB`C_tW2BBBI#X8`iHe#y1Pai}qGo8Q=vwd(J#ritRTuAryc=%yvm2ocKct3s ze7_|UHBxr0H1PfzwO9z?X5HD%tjltFCDwOIOVQ-Wc4vY6yrG5J;>Upn@7Tp!nUZ-B z&fd>rnGB3`l#xBm{NOgz3S^Z9ur0^=thiVduB2=?ga`&2+9QSncR;K&tt6+a)jm87 zx2S}yt8WaeHSl?BXD{Z4vGIwzEC}~iU{z}`2(dhZZtn6A*UQ}s=;%sLqGG+7inY#3 z6-JAY2IgyuW73=Z@#wt|=V-4g&>?;OeI)?BxVR#V89BavSg2N&JEf$dK+*NQ#MJRR z*r*&LB@I|jB%0`|B*#E7SYb5S%jt?Woaq;PreXX{t1ABUk$yTPjcLE(yv{OMgrusr zTJLH|juZKJV08ku%zGKR#i7qWEhMkG-GtCAKrZomv?on*UD1a$tsxjLuWh}lnqAPv zuhbt1%k|man{k#~hVEIp)@JOywi`G1H^R3xv#?lxI?vI;t5_H3V`@~RQ)9o!Sjec* zLO1$-WGGruExc5#c9&A|EA>9sk}c$0Hw1{pf7R1M_2 zMb#gCX!Y?N6ga2i<$I1aQ$WX^k|5`}D!ef@Ov+@xL#CvxY&gF2)`!g8{tpa(x#}p*>@1Rexqnb)G3?R&yRIXP0xSgDC7m|aR;49?uONk$>#1Ac zPOj^zzNAYLz`wYt_{t_Nr=;Zr@_$>K?%r{2JUcsk%XBw-@1goL@C^&@?MW3BMqwhi z;~aOPAc~aXonXCf`S>vNz12fEHWIxVWx<&_Ka)Xrvj0|@92wr3P1}g6H8|7+LE7vW z`kadT>eVZor6b$su!*M(eko3SG~L;<{)3>Mke>|;X=6adRTLJ4ZqWyRCvaqD4_rpo@(p2zj=bMMV^be2U zHrJWejv^O#@e;ba`U3JpF#!u$>&|rC<)HOoGSeihsgGH_r<$r@;%L2i(bzoQEx&Lv z%rd=ZiJOlu%g=HP({+Ur29&Vx9I@=2kDKTB3 zqw`*IZQjiSAO#=;7)J%Sku?PR-XcIxY009WxJWg{=$!g!iCud?**i5;G@SXOt_G8aD2^Z7xa z`x%*vS3n+k+OQ;s*al=Xsf$`+9pu9k&hJ=G)&a!ot2sn~aOysnVE+hIQu; zkJM-Gm%7DE4YeACqa&iHUxC2U8{BF1gPS&xRd!spPA0^uZjVM47f*Ht4v#U%jH}*9jv= zUtPw-g5r48w>c%sI(kn7(W*@;ns8)g`D0r+kL6;`hzh<**naJ0_v38&;hUt_d$9L; z7UniZ?-hh~Wl@ENePBF)&Wy>MYYLbx*QuYR4$hm#Nst8v*S_KO5~-b*eAoLa@F|?_ z zaIk5!?LM`3duwJgiM7a^hO4mqd|WsLuE*1qFy(r$3HFwER_L}AmFSYxC%w9#LFlwO zRf!YEdZve=8WwsEou(#|)JNC4$n%G$&0F=bcfEaW2QJIoomfC?@jOBI z_c9p}%||m@Ed8|1+w9~Z^V-htbbXfRa_=Qsv?vLBEIkI{>K2nk$^E#q!1CI*Jrx~| z%2n;w_CWwKloua1Kh8h`^_4>N==}Tbmx!{wbOqF$Y-|$gva{-~08DdYl4~vO?yQ8J z_0cuo?gQY6)iCx|f{fFyZg+AhqxTS-Y(vB1y4*p)?x84^j6l zEwK;_Lq&eZuE$%Zj2`f(NUriQXcT_BwmkX@$@KK~#hNY7Hlf+hZP-mv51BlqDk6p= zz?nP@Yb@rFc^?LAS$X50kx}@`Pl0Jz8Db=G|>Ot)z z3tq+HLTEOjC)(!~yUL(teH(jhii9|ZAAyga59J=W0JNNtEIfaHV`FbCnAV6YCK_P4 z^XquNLGqn5%nSJ>1S4Z}nw;xjg@yhQ0U~`O)^>cOGEV|yqfII@fnpu$R=~lg3#*E> z>L-j+)7~u~HdKF)_wcO4I#|hKyI^k|tX%yken3nuELIzgLXWz8tk*5wQC|zHyK>R> z_1mspQTyM>&#SY1c;YCLx|?U{2T~1%wbAjvqoX`8JMj=b6nggBr?vY=CRw4jy} z9ABI@%_WR7Id8Dh#q(ee@?XO{S*pWjJ5^#bGEg_Ccyh#zpPi|dnOGVj5D>KAIjA}p z=M^Y~_2&6zrsS1WR_?0MRo2k$I4NGZe2)DksyXk;yKmxOrkweUsw5`n^cqp zXvIgVg;9uu`dxjNSZPo(jjdx~eSM)&;_t=X1Kz=n4Pz-2nV@z9e;#Lc4rw{f*=q#` zqd`q)#EnY|pk2wl77!b{xC|##a1)Ddk?E_Q!CJLCUn50b3JyF}z0!WJVSGcTE!o^r z$aA!^Yi)QI%~csqwHE~7n2_dejlW84EaGa;rxTmm#o!_xXl-i6-!KjJ7o`?vv=f?T z3qEa7okg1Babr$fWfRkf%a~sl+DUO_O+n{*R=wKGy9!^P zm&RFIy{zHbZ{(w=r}sle!W^3q4heoq<{W@(DM{sz`XY)l8ZgZzkJ=l_3=;o8$&feK zQh9o_3j;W_6OV|VeEP{hB2^p?*%wh4YL&jqaXX!a2@$JOio=Bk$u;svD&=t+{@hP4 za&x0|3km!#v<4UXx^ev#r>DHP^v7ycCuP%G8)`vG*`<|C5&wz{R@k#MKWQr(n*29W z-7tgF#wzSU6Xp(=o<6hzQGeZ5TP1AQ$->-9%)l;0$TIO4ttvLg^P+(WpUsSW`{z_R z#a8vBM$Ts&hf7t%qvG5Vd%b0_Wsi|OlUi06WC%tg`Z3va*MTVpu0BHp5``dG;MxA{g0hp zEgz5MG@MTa;uwmPy}VjarRQV=%A+k}nTI=(BR>jlgWLn^;kW%A!sKA?$fUX0O)*u~ zm&Af!AXWoP&onT&_TxOL^Hawjsz-*0<<$a?cWch)b@(|QM_iE2|0qe)#H_?EK4P4y zvsuT^5M4Y$FOhDRuNBfHZiaMjLc7UBGa8MqiFE-|?x5!JROs1mNIAKlT(@0_-$%b$SWlsK4taVC0da0JKl9;`>KI+4coZ zK&Q}#4=5nngUPCHm_8Lx^%0=OZ1oS-j6E$74D1aln@dpI{^p|JWD>LG2)*~R7|2FD ztH_!BWJ8NDAKlhnJ&qa~VfJlbGU%`L`Ny;ABL@ULZyjlQ4FFM9N(yz=iyD@c17GYJ z9k+W+UYkpdsVTKpjTy(gQvFapJarQdYx=o~Uh6tv_0jCE(9D}#m)6mY^_r)YqT{uy z?YanbOuFhrd6@(@!gN8XlHX+_p2E;z8-KMsfAyr=loh-Nb*ZDB&_OD#{QJJ275=im z(D&;^Np~J~dgkUnpa|#xO1!3~2KNh+V8PyN-lHk|crHtfUkcP8lK2Df z10$TyvAWA~aI`_a&sB4F9iQZz#ImoNs)9nX{_R1mW_BfgPjXat)mi2}eY86`fkFV0 zgb}eSFtHX_tNV1Oy2Apd*Bt*1o#`#JpqVR|fdS*v(lF-L(Y$v{XZ|iv{W*4z4r^-R z9SS*lW=Ywn-1i0+hT&byAd$W4_z*Z9{m9J z67mgf>L155&dNdy73~^iY}?qc#fm8XQ(m3PX`Q{9;sOKo@fd4qG7R2}Jpm@GGk6gc zB18)dX*LdyjH)Uu>RdBUXMU9jqxQx{4`oID%d1^oZ4d>K!OrTgoNcVAo(m5OlK2xZ zw_`}?dBi_9KDl~Y?2YDOxHvWD2Q;MKI9tcbqy)v|?H+4bXHHrwIt((d&#|@5RGNg7 z3prgjPdhGczir#z$9hoLeOvt+E(&1l<+JJ2sWQvJrP93_cL>n;fanDsaeZ85(+%xj400{t;@y>+uoB@~^y}xY+jt7r(i$4;j?-=0h%v z$dQiLD+Orgj^Q9At${$cDb?IG8=qhNBDt#hJ<{_0OzkZC(enreXYn#fufiX2<7U!M z+oLYq@b+;I#dBbo9H8 zHM6oP)T&p6{qdYbHwT*|8}AsZJUv`R{e@PvR8>{CcYhVC>Uul}B>}X$hy1*}W5-%` zfe95A#PU@u4${_Gb)X`PA{~5~UI06VhD=i|5MF?-$*DYBS564}Xh36*6la!_A^PN$JQWGOHeLQ!9^pPGtov zeOvnXfk1k7O_lnE1S1#?ujtO#dDh6Pr$RG4L{97AIRqT2pz1$aj<|8brRWXUca1g< za(5Mtq$;sE04wE)+mDpO#7H@?a@lV;;o()$)I_pwJZ2H{#Wq=g0>Qz$ z4Z73Y+H;_?@ENdQt#oba-HV56R=}?!^Z9)fa?Jugjo+vGaOk>ArfX|z;-`AuSqr8g zTx|6Jh!BrkoGnzddJ5~kIJB~_@Nl;b7Yerd>|Owk)#I}LQBU7$fpl}%l9BHghTrS( zy+8TKo%W!bY)ak79gx~OfDB4AU+MCYpO43$EH;UAj7p7#V`xIl$L~ z_ZDO}+zBf@%{Hd>;B0iM9ZD$rKR-b23vE>_vI&UPB-Gb5KgcnrrZo(KWb1O5e!H}? z=V$FDSMX&d0q#&cpnuj0aV9K0jLEQvEM_1htf+_qpz5a=EfGV3jX)FNbkba!-T5;c zl!cc&t@%6G+dcwFkHl>I@>@)@FVKFsc6Xa+dJqW@tZ-Rbe(K`vJxt~^Hg(QI<5wQM zJBd+JQc-qPXO$QY3qwAh?mS#Bg*$8o1lpGWLZ~-hNfjtJL=!5p@Prtj@kS~1ciL_R@-x^2OO@`xgTIqj}lJWdMY` z2Kocjzd+r2)Z0w1T*q@*a5vm;tNO2ks)N;eZj}*fOQ8Pa#rf4i_M*+&l;j#VmJkq) zo=WTP+t2zE(s`$mA?U3wC7$=zYUOS(KBV$Qj*PIxCnS)NQGw&483w9>%fOCvsPek< zq@gg+EQ+$JZ%oOC6#|K8cKqH#@OJjbYykjwSBFZX`Q% z+Nk`*IqmFjBAi~2X3CV}z@#(0-$ZULQcuUsC7QmWp!!xcNTM3lY=Ln^Bk=Zdq5Ng1 zECP~lEho=~IZJSmo2`^CsiploJwGF~<)=XsFDV_{{7ynA(a5`BA`bbWG93Z1 z4;FUZQgQe!VDN7iO#ocjj-oVY;szweyxk8&p3&tYhJ$DB@@p^V>D90Z!^W?mnzb8%;9}j=Lt42uMJtPZvcyM=wE5x_6Iv!ak)HOL-hm7_PiEX&BnnZP{#-!# zU3sXD(>v%h`+*V&2062&y#W6D=aL}T`ftzM|9iHz|IdAK|C>MHmp-s$gonTXDwX*I z#sA;A%h8ON8!6c^MhKCn9h##XcA%>KRa%Nrecf*Q>C=b<)tEGA2Q*Qq%hDZjL> zUm^{8k8H!>*dq>`oUa^$FlkV%;Onckp&G-GYLsQp#B}p z8764%#89H`nP7u_KXhMRr(9YyMTJPz*u4mhOcqpeA_VrcH!(dB$ZDsE-tpb`mBBcp zM13r=z{RfYqB3of_HBg0;Dh1G{${EMinT09`2g3DgY(|=5NH0YXPHLW5QsDqYu)2S z=#LjcL0c#wZasYuz-oBV2<%Ho`GMG@KfdGmwfkcwHO)@ML7298lL&~VkAF?7!vsa? z>FCV1aci?cMqWs<8k(GhhT!6EK|=;a+7Z4>`tDikTNuKAgSW9WO@LipKR`4jZ6yq~ z{F?ki$mectmZF2t`QS@hts%!(m@C(G;4y;e8GQP+Y#J1Fp!L@{JHKphZoV!(33fE^284;Ge(*C-0-0_zdwVB4GPp0`+7F=-7AP{3bTQo`gLxv2+e@GG%^ z=a3pz;au>G?1A=`k#$<&6@6mGXJ=PA zIkx0Q^S}?pe09KHe7Fkqa3AOkj%POuYk51nGXP3{ z6QNYp^qsXtUet$}%yhV?#_v0d?!~`-bpietWn4lWzuUtU#>1%OsL0jq4BLH;=RGtu z#4%F(pFYB{I7C=q9^n;!;#d)amOLu!4yIOXbba~bN8-9AID%89n@nK1 z0M1SOJgj5K04t{(@Kzzpj?Mi>F0A^6EG8E4v=UXr=$uY0Qv6X{Yulz(42hJSbQA}_ z?@RzZLT?qWJ-@ORHB*OuxV=Wr$th5%@dn2eEK0mkVZlj=RJ3kho4<57aMpFSqS6Hv zMSKXHoG!g(8mLr{fP>(vR|5y@b70;eK}LF^^w>-Vn5o&PMNc^z;i4E&)?j!%5OKh=j9|b>emW zGOEPrmjBvG;w#aeCm-zQ?=mJ~@NaNT0e^sfX#(d5b4@)aX1NVUn@z5eZ`$X(Xg@swd)qZ4Qa>{N? zCYi)9g{oSv-d(|RZb$a#nVIV+z(M1qoIeRd2FW-02o(BBC%dvh39|2pe=2^X^=$=md1-fl*i7hq(AI}GynlKEpqm;@)5L)@H%R-o}9I9Hrr-{cgDpPmt*P;m0#Pn4923{>U z7}>A;X8@uPFuJciN2nVSzteNz3OLyhJkaz@=P<7C0>hg6jZgU@6>jJ|M6xyo_Of|E zYLFZ!^ms1nvbDGM1?1>f*L(Go!(F&N6m{-)5HczhBq=;X+)5|?PE8ThkoWjV+s4s0 zx-up`xH6hHbw(%TJYaCdI=ca7S09h-i7^u9-Pm@|&$QbdVPY$zBoM zSHC?j|680c41|h-T3FJItAMV5-LVol=8>Y=E6Cu&!;zIA?!QYJUAa#RURRXI!0NbN z5WD{T4TAgQ?HycnjOsJfYft1CCx=HKDzO_bH^;YnCWhqRfLCu({B6p(;R1#9Uuza8 zmVDX-0P^FAN2JD7#;7Xwc*ja*O4NK0k^d%atr-TKp`dw!d~srO5^UwqvFiN$CUXuO z3N6^zgBltJZQ3$eecZVP1vqDoNzo(vLey+sx+yZxKELy}b`?T^(BxS$pw_xvBhLKb zvH$)Cl)+@iA!TIe8kka>vvkgX%9wnMD+5Px-9ys9@W;}{ z6RTb1fCA=O-)ljif$?d<61x6{fmfuYLbh95co6#F3J~#tGbT&sHF+vQc78sz^zt{@VO&4 z7z6!W`ERN{w=Z`*2Tts-)|2BLT_&v#zkc;&6wRiWm1!O6FW7!fo~bNjM5hyua=MO} zmZs&N+gzce8~J2o=&F=o@ken+z!}5=ZIKy+l`8Zr*L@1eJ3)PBpwYHYcS8kBs;+yA ziTL%zrJm!MP{M6(Z_|{;Rk&;QV2JL|a^LdV*<#=j9`14NBamkr`RxB(Q2_kP$yUZS z5P_UA@__yiDM^iDX}}Xek@ub~aEg2{ZtQ># zToy&%_!$XF&8W@a&k-;&HH834iEU0I9#Eu}d2jyg~C}#;RJxevirI zIziId!P?&5UU^*b#^#=>e;m}Ll}5UD{1W?f(K7V2vj`oI;oO$Zr+Hfl#OBzJB}Ce4 zAP?c_G@x4jkdk=@2idy!xAyX0-JOs>|FvaoLHTRLgP@9I3AK0F^^( zF_E!F+kXc~i4nZCyUMW0K*P`u0t^gn$(Pt^+^0ZpeqJ+6Kq4a(wzRQBwpdhb-E_EH z*^9(mDfK~8SY5qSdUOWy>@@aqZfGb77$TzvFU-d0=mZVyXuNc4C3V8owS}M6!OqS) z6A5*M&qx&Z(9(R1Ps+2|>*`7$YAl_TA^Ao^%TwInu#lQOh6i#(d^~P?1b2(^PrW}mgd!kQ^n8-M#j&dh}W>9rm?06ACv)b zX#q}DipI=ae`!gH>L1U=;oQNtB4KPq1JKq5pk*v8*5bZj$E3Cw9=v(^7Eon$#G$oc z;l<&2wzjs?^739)U;CeIeq1Q%<~!je2@C{14peI|%lamA!N4eKy?t8WXsX30rh`|i zb6w-|m{$pXvxWBL3k!m8|F*gbv%g`S1uvKW#?=}vv_1ZBR#{18EKz`guT+SkKZ33gpI>?<`nx(Lxl^yy~REK@#*y|1^)WL8fM>mrCK{numto zEvV?o`>#b?JmH|dIS*GBNkwVbI^MaGyA*#PpCQNd7ZUG#-wBNZm`4Oa#o!?bX`RL2(@gOQLUH3CmwXC;ck!e>4fCKN^&0NTTtC1IP= z%{+B#Z)rg;=6!@WSYaT&5F+{g`&3R*6RA`U8KlLkYEI&hL8&8#g>?PsSX;D>w8_A3 z8wB6a;A~-W5f%)Oc-G#{y7}!#Y%suc666ZF`1mdD)9C1}K4@55`A+>A7e3ECkDKOC zZTCK6ogju-RomQ+NoFvUHD!}OSl|I{E^MfX2{bx=GyUfvP+qy!l2SEgi?33GxD@m; zZ-LO)O$k`Ufry}IY4%)Oo8Wz5#_tD00mtyadI5jLaZ|_fek%W?@r$BNqi3eM!e?U{ zmkv{L|FfQ8^0zN>{(1I5M;gFvlcRsufgdar2kR-qw*IAp!iE*yw=&53xk~0$kmlM>+}r(F*<#c1Qjn zlShUp93Ub;FcQ5H@V`61p|TUt=tW+vgqs$f^i$uAcFphMh4 zo40lk9K5T&%8gBPeOQ08!r>sV1+c>h8`XW|Qr&SQeD~HoEzEb1t|tXD0KUWQ4F3#_ z^#h&SErX4gLao1JcgxB*D&JSd+rW~x2s2HM<4uBMs{J84zzsma++2*v{xWv9^9{8| zhN7INh_*dnoWF_4zHxg!=kH7h-NboC$=#es7JilZ1xzfmEq!CZTD=l04!%^x;^=s6 z2m+Dx83ZT`N6p@i%@g~#$9tHUy|;v%4jAN_>rX_HiL40@!o)&?m0EO%py~Yjoth2g z?92fQ0`i+J^D-huL}*(}^{B>;SU_{rJ0if6+W}#>A=;bML``*j_vwM$-^fZ^l1@@k ztJ%nJ2KGWh>EA`Ymu;--)!ZpZ2DZ~+z~;c%U_jR#&=e8xLqep#eTxYl((?uo4m2{z zpugISq*Wc2Q&*?A79es)m{7qv`G^4l{;M#2f{2+JZZb0M`e}{}42WJ!yhQU`&B_cz z#*04ROr1Z(uATIRmGyz7#80vlFvTvqIRt!HqG>-?94;wi5|>MporH5xv@qx#X+Z|P ziIf;o#X>YO%^fostXUDlS3_?g@5GEzAbKVFD>B3!s+54TiyJ#JJiD)#msj^c386to zRjf;lOUzg7z5ZA{^5`Rx37xKZ~@h0`Eb9s?B(6y&bd7VcAFq0OWA=`h{5 zrK3{TCw>Y%p}6RTAt61n8dAo_A<`=vCUoT!nt3@}Ub+xK*nR4g!$+>blw)Ct_9R7w zv;y7esr%MR&Fj!WNom}{)kAkeb#-zCqjjJI10px7bn3=w}VP^;5hI$zhBsurBx)(2AKp;&IahkWbO{W3kiJuM4M$hmOIaS8$LdyVdj_abm_k`Mp@3y zO-<9@4q&I9y>9F_m$QK3u60$3K^mcl_JN`Qhw?8FNMC#;)HlaIn=&$N;fQ2mwNdV267=0ndSKr*tK6VsfDF8N?0o8R)1d*ULN}h>nNc?kZ zTpAFGKb;8PH$rg&fh zhTZ`G7f>J^k@&&FElqV(MaRarj*Ms(p5g<`(?e1&=u-XQ@%uzvBp^^|gswT5b(8p; z1nAB}c3o^g%`#lCYy^Go6MBF_L7Kp5zV>`nV{*=0ssk#5*qpz}-ES)-iimK~d`B;B12-rBxjr;0R>7Sf@izYn|N>JJz(=a=P#r1OLk6uw8h z1&l`^ReV+ZKB6xGCc7a121 zg!iNggOdwB3c5oqz~#C+@c6PwnA3~q6=+X`cbdG#p|Z^ef) zv9dN7Y_Bpqu9%h+5zX^IjlFZu8co#(5C41Rs+QGj^TZv!9K+A>fltVSR(C^Xb_zzD zp5D~rd}`<4r%(L!lHK=H0J(lwe0R^IGvnHmm+1;?`*8dTmWF5;NKoHFzLRkp(NDMD5x&6nQz z%H475Uof-vA>*PfG?rVE1X)o**wj=40__FFJzH3YJ7Bg2A z)XM&S3`WkNoIpC3I|7gn!NHK5np9Af4A`2I-q8uzsyHdB5b;aQ@NhTOdS;HF2x`iI zFZsoE6(MSRJ|rL@;AZ_=Kzm|GP5NI63|2HkoG{NRS)uFnEDT^EIeFG?u~%ddgqVNd zDA@l>3VhM4ohWCX{nJ5j-rNE5AT}{^X{6qkXC*r#Y-9>}7^k5&{H!lqwFzqZaCR3>TN1tQF!s>|9iTAacP~1jlF-kV25|MpzflNg2G?L zke{9U^}zJ+A9C=*PGYjOOZo-wG!$c*S`2%OcB4cNxZn=$^|Pr{`OVazc6d-V&~ZJ zdz3F9VAyA8X2Cbn!v_pUC8ZDuo8+%4v_wd-Qr>?L4VA%lH+$|bP=ETQ^DRLK0kEa% zOPWHE9m=5~Tf23ub>}#Gt~{5QQ*>VNA}-`(a00E z`6&pjZy#iBqm2Q{_ZjHdSuO6L#lnyR55&N)unGiDLttnA8kIO%Xm7l^wj64$(%Lo! zpE!As44S2y9{|iq3RmIx?QL!*WaP__Ka(8nYO%1ckHpL#Ft}bF)bCBTNGr~!T(ma& z7-YfWRa9WnR1w+@&ob8RD_i$@&q6Nk7Pb1luPN9y6^VC7;tLE ziK_6?TU#NJ(2cXb+Rf>D8`I6sEdzvI8II#E=vdGKnvqFSY_0o zzK>j9`nFohcTkHnD6Fl`_pnf|I`puaRR~J1t##9^O5Cab)p(y{Yb5y8i@Sz~AhNt3 z0+6M{WcQd0y!`{8KIu4{kNtzD-zARLHy_*k%%a@sp8vZU8-(`Btq;Af$VmcVR~u?K z&P8|~LJ3`$2$fV+fYMKgGng8Vz8oT2pbKojz^b%T8$$~e9~jr$d`29@h2QHgtI4Rg zCwhK*T&mXid?e34M4+fOnk9Nr$bycU3nK1-=~2qozA=%^Q-2uP7Td3U-;1@{=TZ5B z+fO&&uu-A;&TFM*W@f4sd~4NA83j%Ip!q4FqT*;h%I<*f!+j}=o0u5x<4~)_=!mZf zjel%BCe+`_HPw^9jVk)`g+DAD*_{MuM-=cbGy?p{gi#7mN`mMCS57BU4H0ND=JaI0 zspudF##)DEE%2o0YzF$kQPu0qGR!P`d8i zqUZPB`&|Ay&q3B+`(5vvbG~DaG3NQR&*8f75!i2_!Tfk(eovZxFjUKm>4CcXEHJk; zMpE8JUqn>I#zut9-JKd5iDfs>J^Kyvul=5}BIA=R8+$jW+bzY#+CuuN^<2BwCnQ_s zB=*;qML3z6W<19)z7e_{aNjHgx^|pM%Hz+a<@c^e35ur~Ic4^0myKm28@67V5th5K zHPLC}OYu5UD|h+Eg_DjKaM&)DoLe3d?cA|ser>8m6NEf<511Kq^K1_hBLwdBjokL`j=G8mvvsRfQ1F^HTuAy*a+-2#1{({7w$!<@$;ORgl#mRK@jZdX5 zffZ;qH^eTW3kg|@Ui-g&>8}Q$G=P|!i&@En4nIV6l4-!RC|~fo6k2CIkJ7}~J`Nsk zZgfP=ZvRL3!x9Ys%VES{$-0`O=dw2=ed=&%Y;4#Q#jD$kxGkjxPoekazP5ITbh=?> zeyx;Z^$4Hh=SH52IF`Ab(aGZ4a9Va=D4maPP;;J7gTD;z#r%SjHA$XzDykf3)4#=n zs!xWiq{ZH8#&*g_r|qcZSHriJiAdyY^UHpgs;9fVeT+(tO%N*CBDb?roZz=O*3{H~ zbcL%PF_5k3TNYzdq|@HJIkfEcZD`1FC$S9Sd!Rf1WW8Wm-|y{P&bk9bJp9v5(Q9Id z6r3oVpSqe=$b+=2#QsJ*{d8B!rGxC)J!$GeR5(4LAi&57`^YZ{&A{B85XnlzOFC=o zzw^RvA+**W%X?A}>h_Ht&9MQXnJVXrNqOHUf^(Yffd~-M7(urCF4Q^33?Oo z9Q_vdI8hOv2lWIFdr}+^c+O6%ifB21t)6&j!507D`71^u(OYPw^BnP$lu z?h!m8A))Kn*;_!O1h7QN^p#Uh?;f52V<)Fy3m3m8B_#nZE~I7t68Pfa!t3miAu~G= zc{Z_TG>No605o>X2MkBj=(J+%3nKYjUS$N`R>C#=8j*>T*=Dz`Ij;ISZ~}lZg9-G;Z7781=vPN;@Imd3u}dTJf@93>_O(~wQbgq~ zHtBx4Bm=l_q5WihMQCuy{W^8qsN`h&wAY>stPnHTZnSk1%ZnNg2G8to`_N7AFMX_d z6Xjol69?o5JP=6lyL%Y@7z_atsbr>H+W7GW&q_;vgaim{uC?8@cXez*b>nITfx&~s zZ-dJnGPJ&m>}@{c2gE@SivoYo1UY=9Z=Hc>ulj8=z&B5=&`}^i0sIB&0LyIiGh(3|Ji?Px#4|3tCOgNdMrBG-sSWq9y^irnx~tW4A(vf7IWxe8O3nb3wqM35A|}_GlLKLMIpT4;P`6}ZnIXt)();%^~96;dpdt7 z1Zn@O$%4I;>uPD_vpO-LYW?}V#m9y(I_lQ9*Vf_+Q!A<-{&!x;Ra*0Z37lt3OW`vK z9kqw}Qc|ccTzB~B!*=Xj4Xm6H62@S$F-uGzEzf@$Kzig)H1?p<^-958^jBC&p{pdn zr}5w$J@*pp_{5uUwU_#Q>B&NinfMTgLZb-Z)erL2N|lBGmD*Ks3hdwKp2>M%*tREr z7UGvq+*k*lBhS5GDdy(ZO%;7J%X%-&8*T{nwl^7wAMEz!Ey;4R4D0+eJ!I{DxQF)a zbTa#@Z0P4m&1 zpxOkoI9!7`1X7DHAkC0P*M=CFs+v0~XTyK@JH8$oOsn}sI|fVNUyR_qd=C1ji_O6m z^u4wVj~5s9o)GY6N3@6K&OK$%5q@yo%5?mD?C$Z@QITVaf%wkCdwpo}`h$v4-Eivt zw-tcA0tEEDF8~EwfAAX^_;F6$-Zk(1+Kz=_J{`#~jVvj-a=KBgQQ|SBx;p8jI9Uij zcp7FH?1=(2_|L6{YwmjA<`&zZ5^z8G9yB91Qt3hP@_cpH-OFFASguT({F+`B%waaF zoU5!9nk^%zGv>*q``XbZBU@bG@AbX%07^g5!8Q*>PBGhYU1x9G@Hq+p&U>w){j2UI zZBjz06Xh)gf(F2pOx>V_5N@*W>RV&VVEeXE_2go4SxM80TMq`}5^0RV*WHu-(?#*E z?#n%r3JMBO6mLBN?UlV_sm6-Kc^%Q0dr`23!BB_i0|9a7!iXv*W0SN z%e|1_4Q)-|_fY_R_D;aiLOg1s8{)_HHnF90?0%O0MqizHx;pEkt&p;3za zK|@S|MOc8&_0v%AH&zWq#$X1AlGtG)6UIjFpv>Q7Ht+9E?5 zpl^wS5I?CR0?dj+)QDo2RwM#A3?o|FGm|DxGqbC`OO@bEHdk~{c&qm$w0NUeZhnEZ zsig&TAUmw}bMTEPV8$bmk@X3Grr8fHZ{#jrBAd&V*$7C9#K3+bUu?X0<=wk1R31vt zn(-3%Mx+nv=ScA23$BjxRlw?igdP|Xfj_Q84Fri>+w+=AwkWO};xC{B9gNs_uQXn2 zO1Qzz{W695>W80|(D3mKASIAUzU=Sdw29FvnkNSV`}VEnP(6A$0Mb6oc})`N z4Mv)TaO}DAGwE$~_{34<6@Zn5Mn@@#r^7EgWi>TO)HnZHoF_&2_WQr|OnE-5m^xk~ zX>Ji>XlKP?P9AzklZwojEAs6fn>(bB)mT_tUI>_4o105R9s>{rb9CpomMIti&6_S1 zPOeHQZ<49)53Skp>BK`{_Jc1IeiN7jLa`VyO*Q69+tB(|Lq%HygBinv{f#iGt<6hq zsH_8DesDzFe>(HKQWIED4UJ; zfrDkc@TC4tjpzIi^68%;PVw9()NkGQZISdrUN&+h@d^-ppcz~QUq~JJN3%gGXMXCe z7kghS9y-n8Q;RqfpNhQ&!B2Iu^^9V$G{b>fK9UbO|CJ6Pjz7Kd;g{b*GSd!}&JJVn zLTiF}Fg?qMNibQC8Of>tV#ZJ^HS_BF(CPY@x~+=x^$`N-|BE@+>cx(^{k#fHOok^t%g@w)a+ z0;n=a>W-pnlx=irymia5fJGNC?!iOrVNZ#a7wr(#XVj#tO>#kzl<=q$Jj$?snJFW2 zT}dfpM(;xxRG^j$d##_xs2m?vk3eEX>hmOJpcKL*Ww>&S)YSCa7hxjcp0PG``Ahw2 z`hS5&CsvR60is2K*bzu|g7*85;}*YmTgcfWyF!5LUqHYiX|t`G4Xiaup)+M}X?Yj0 zUhv)A?Egq`Tc&zp_%=iI^kP}k^x_;Sn7Cq6?t}J7->aVNR^>%|S1SKkX5EbI5Q*wN zz~QH6;cFJ?hChh}W?joa@FF?(6y4gF`Z~YJ4ekVA?0oJx$WekI(_UW*VpYBUf z=zR2*4|;UhHVVftW2GE?%%%sHDPnqVEdq#G8O1qhr*&_0atoS^e5`>sFrz8BXIhY+ z^}`fopcv4OF&McWo;T#*4;1BG=la|bZV-W88g=@GJ-sk9WH^31!nL@M_zH>d=U&1U zW0K9|3e2A?rC}OMdSVE8o>askmw>wmc)9NgP8|1>rt1fanY++#RsouDaTG$t^UUap zhou%eG@rkgm#+!>f+7P+BRp8;a}zMD+3Ln_X=6433Y)oYEPZ`3CiJXY1YgRwgpt*?g3(-lJ(=_i7gsL+}8nbNL~sOFK}&{iD;K zc_wJudS8KPo^_9wQTZB*#JzhQa12@)BMwnN{U|%QjiLuuoM71sR1qLzfG-vw((=&K za(RCEwY*8ZD99OsMi@s@ln!iTfOpF2@2*^4WG%|^f0ZE$_1Ck{GmZ8tA6jq_(5FZT zrn-}<;-wY~GpmaTNajJnmV|Q*V2n6N_-`9Fi?0A1k^D_|-pNGFtKpY}=J&3la41wJ zCMM2@yv_MV-a9@X24YTZy6OjCjk)r2Rt3|X8M)uBMg-NLmEpOr#g?K-fT;j1tdJ+Z zc7p8HUhbQIvg~)C*oc18uky<@MBx~&jsAQ%?KAcH=rYw$;~%A4fM(_Q|0<&%ei@v| z@8y?T3$&9g0q=I;W&v{yNeX@T?6hma8<$0jnZJahV0>O5$jh z5*^)n$+p7nf2w%@@p**Cd4}b!{zUh|1ACjJ( z9U9=2ZP@rG7nvB^3OtIRc0E1b6EBitCv&N+7Y64CIJ{rXcD+;Lw7s2{k-?E7cVG8D z+jSvMpH+<_mj0w8Fi-CSU2c;TW3O!p*EYM1LI{V=OIw z9a^&v^tbR3#cM`9Z#WdAlk|gw4IAy((p9RP%ABw-&DuZ`caTe{ft{P_`YJkl(;-{8 zNBW~QgZ}%tB@i8~pr%QW$Ot|I)GCn*8^Tla-54{GQu}OEcVtfJ}{1 zmXP*ZBPZ%OC&xPX$=v)%zpX(k0aUaHKD(|Q3hzJIv71=d(s-@#BVTTWI2R=0amh?9 zLL8j?aKAXQxep#bocp}>k%IKrB|z71R7cx?;bLFkbVx`@Osz}1O=vuJHcFmG79tIl zbHCzg1n};IM;BgHjZP(uU*>(Ll~Voi`>g}};_{fDA0;;gq*Uc{Qn~;5@7Y_U7{5&s{5|LW+$ZtwnIwLJjb;d1I z80w3eLC(oHH5Y(_esI9vsa^O$Pw&bGV~l)>@rEJL=e}&*j89IAtf~?M^Y<@DF)ri0 z*;N`BPx6il=`OV(zOc4cXZ#S)*k{NcNQ&TI_j3wggZ0pDidcn&}K4uiV~ejpeQe{kF`KI_E_qq#-R z5S{b&1Ob#>A^0*g;QYM0d8?y?!?*4&C!|gPo(HzirVqk!2^s~&k0T0%cNrm9UJSSj znvm;(X!{20^Sw$vMcMPm5?{CP*w}Dn^1pU;!l}|(cXfL7hNi`cC^qn-!9t0Xx%o@y zBe(Qgq)Bw#YgVR8@J~z2DBvh^T3DDtSHN)sV@ot&TwtzKixL4J)TrioycuDiVXA@B zsdx{}RXE}WZPCD8yu{;-8=jI;(+Cl3>))25mwx2<0tcHg!OBf*^6`i|{xs(uEun`6 zdO@H!2up20zOzdxNLom{V>&xKZw~)R z2K|*^QJgUNtQsDaY+GGV_|Efrk_>Vhx$CM}*aqh@7E<1Xht~p!$JD%m5AWpI$>z2& z;tan=oPd8i^)8S*zck@8jtzdHBA$MZv7zlRC8G>v%?m9IMBo8EJtwNE=k#@Qh^k}@ zD>z(P;-mBhZ7Vi##3E&EYOX5NXNacfWh)=hQj$>c>o$x^HpmK7XO)7j-xP%2F?Q@J zVn6laiJ<-brHGU;a6_lO7C{3R5i-tIHJr@l2#~eKbhmVLbNJR4;DMNn>r(;Ex0^$^pWAkiAm#sa z1RTwWUDYMKMK-;CLxDx*7FUW`>n6BxLBey zfm?3o??F=ajQJ&0j4n!1`YK_{bvk$m3QEdAzb0bf^v&iePong0ryZ=Fd7^;)@1T>k zDi^n@hl)Wv;pp$f z9k7DGS|+4DHq41!Y`Y_&pDp9qazQuTVZ2rP`1i`);|=j57k3Pif@pEO#2q-f~N9$7C-{niliHi?5YQZF39OxlmDoi5?t}0CnR9K z^oMi0uOe@m@A_$_t8I!K%c}rS5;div#CMYP9(_x-6bI3 z+`Xqu10C<_AG7|c5_IMk7CS8_!8tfiLHqO>rPL;6JJ<6H+9SSd0BR{QV0d2U^&tir zv92OO0Kj;?mmCTdUAJrLdTB)&;ZS92da;thXFEJP*eof#8T&^a9Y#yKjbeRMG7ti zBNFc1HNEKj6^yBi+JyGi(&bif)r}!<=IfY5-fzT zlty85^C&TAtSME*Uk=8haGBZlR$W=&jOU`Xx^?PNAmakwwn&vHlp)_4Z;Bz&^yn9o zZ&rzB9}^&eU^PM*=NtIL^glTJBpJ~3lOK) zI-M-N)+&GBz9InKsUU=n;Di8$LA|QJH2(rbabzVAnEOw%O07iW^gV-v-Jwvq>l+M2 zihuu(C??b~4z#A9qyqP6w6v~)#BvWLrQrQi2!{#D2M_QHvohxZzu4S%mf9q&r^QJO zRu^crx}k=x5cS|;NZ>WBp>~}%W5ytWWG#gF&P$PHGj*lwwMR4Lh}T|-7{kR$MtQ(I zmD)1>*}&e1<^h+Cv?!>148QkENaXjXMC-|$=+nopwsg?41YE6%x{t_J4BRQfa<|nH z{9XFMTlkMooFQHK_2`|-kQ^VN4#ktt<2XrqAtWsB(YWf!_u2m?6Az{UCEppNf4Hx$ zzZY?^{0#tLoi7~!x8!!n-v>E<_24ukfMxNB)g}TL7+$l zsq*6(+XEnj0)(1ii4(dXDkpfEvf*#pA*9}vRAM` zeyI_}e091SQ@#)n{c*S2e<_Rl4(oa1x_){nNJ5&8+~POme~MBlk!2x#53@|I>!Q$d z|BsoK!v*=hT3}7W!^fqcZZ^t#VqJ`+Mr{tV=@ z9!b|Hng8vDI%#N9g~wd|BhVTT1MI|Tj$~T!Gk#lJ;I-8s5e`g)6y#cOAM;|&;YS`{Fp*s{_EyxyZ+4cGq2~+rvUmV=HX-0ML1;_RK+o* zkI6!P;9bns`FjTiakZ>$ay{D~Mhd3*aBX9>lFr8&m96P{GO(a!moGiB#WJ!Y9;08m@a_g69NP7baOXQ#h} z04MR7h3}A5`6!XGzZGRGpcUcELH=^u+7O!;)e8^C4E^~@Oy9-LECjVVlH9MQRqM^d zuzWRR;?4A9Q*12Fg|uuY&wnpLViP+7k&B!HdmG%&pVy@S#aDX<4yk|NDmp8t zW`3AjBXV|eMjNYL`|eYdU8)PlMKEiG>$W!NGEXO;5NZtY z0Am@NBAC3{;X#qZ1_5)xv@bF4G1RGe9R?ORz+Esxt}0;r(hM_mpu81)I?Jw<9CBOk z(JgRlA|#uQd^B)PLOGH@-FzCyiPryh6ETDqfAwq4hmanHZ|aCS{q2#j<3bb!7@<+A z+~ZYHHO}2T_@t#4Apv>2pl8@x(h!$|b(zOvG=#xOKtjMXi$#-SHGApbP_3KG(bY8*oI|l>FcNFf zB4w?bAg!>Fwy6HM;2Y{S6tHCS+iHCAV5HbY0GxFw4>~gj7LAZvjMiV-#>erPhz5{% zAT|1{;?5Ts1A`j+`>7F8ar(i=%o%_z5k!hssC$dDDL4V8kequfj$6c9mP^Dky{=V4 z1_ScK=0JibwB`=NboNKIt{6lW{8w3wy_+Iku(gd%g>&{&U0~o{9r=n2Tm%A01qdik zxIu#gVGSwZD^H26MFUoSz$0anw!0G0%eW>sV>(swHL62vw~U|F5lLr2+Iuk5(yG=^ z+uA%Ud0V)>2HRUjRimi!Z|eT(x~#$b8k!*tLc0v_)F=T$AtIypy~TSCnjdtCs84lcD{{Qd%@E3*fh<4teJFh)#%J5r5!cNqWgJ?YP z=RSvgj2C;to=BC1K#Xd=AjoqeQ=1DH+peQw@^vmP>l+zlnz99$xReXQ=h}~fxEmPM z)YC2nI-0V4AwFJiwRo0qbkL4R-s4o8vhIp?SOG^@u_jrtP25WqMBkGDOqx|RjH`0G z%hmfrv`9J1<#sou3(>zdp2#&GFQQw5mlN2M+)PY*t-m{r)0~W7Jp3pPVvd!;k3$wZ z+jU*UnTxiTwt+p2T0P43PPexw=Sh*bOxofAZU{xqNJzx1&#y}li8 z$UKa3BH5uf|3aJ-4hlk>Q@8P>adX<3oMX)4wYrG^p6~zYWZXt6_NoCQvVg4D*@^az zzYKxk9f*BIv_Sd*+e>OKMRb3@BdM46ukW9(2Nbj1s;r0Jab=VJLa4d5$sPn! ztT7B=rh!0i-YchK6;C;6pkux54W|u3FHU^e=zi6uAP|y&5AeW<(rkBg#er&=A@PcMA= z5_ueaahg%LO~FF5`G&CpJhC6A<^X~kZ9jn4Y;#vD(OjGV*Q4%aek>TQHj}jB)9zmq zjU=TmeJshz$!U2NInG#-c>r-y@G?y#vTg!f*xgSzWo7GL;KaS;2Ia8kqr|UALiit= zaG~W2rJc5(c1zyC9GHX4OB4 z70G6);3nEPZgxe&PS8_lHd2F@QDDun(VNgZUr1*lh=T^15mLP%XzQQ)qAI-XDiVV_ zu3aI-rxpt_4MFRUc)t1Dcn?Y`U3)#i+eG%}QAa8lZ-DObuFXA~`~nW7E+veHU*}2$ z1bt+892igxSGHK8=f`d9EC^I1L`ghdd`M}F5gc(EhTGG7nWAU4R4J9ROt4Kk&yTeK zhuS>lK*flB+xE?B2?^sCcH<+VW6T#=WXj$->b+0n1gsQ3dOyOeL%t~0G2F0K8i#N? z5D1PEOyzJ&d<@=Klen)28;1YWW&M9~7qjbL2WwmiX~big0@)d!5_1GPhrwEEq8-#` z9qK4GO+Wt{2HAH!`H_`jX6*q|GNEpgOn>SKDoiL@@1^h*zPdzAGy%zzhz#xMN?r|d zj0@iN_sCZzFP?5b?_c)J!N^HgN#wWjB=Em2jT)X-h#%{JIJd~_5Y^$E^PAdzOsjEf z^6o&|`3giQwj|>F2BUKlSSj4Tz23DIl9O-OYw+*LMDmn9?KOB1*$5L%AEliAQTp3) zad603dtR`#TzR^zCOsIbxaAT@K3`~M-Ii4$o%4hXabEuP7t_jJx0&+7JUcnYfcZ;Q z&@-dI%CB3ej6NObl0@WkDygjVBKVLJStAFcOUUFctX(V1xx_rc!%t0metWr6K+jO` zyhAPMNet~u_c=Ocqc1IeekTuOf7m;?wq*KW0&bS{$?NbEB2$c~U(5HHb*1#~#QZCi z8C+m7gj{*B!IBR;-zE^uF>J1uUo8Jvb{AlFWO?gt9UuCewK?2nTUJ|9#`Sf8PJ=@2-}}qUDzU zx=`$f$i zjY@z9^dY7#j6=BJa&E76ZOQ%bvw6n~e*`1AfYnMk=1Q$nLFx{FdHK^iGB(077x+&M zRP2sb3PV%hI8P5dBi3!!_y4VfOB`GT zA)%mv^U+MPC4Y%TMMcvOsAphh)(C9@qmt2EYz$PXO}aGE@V>k|Hv03v+-u-94wA}# zRekro5gh$v$NZBFU?bqv0(vj*&y%qoObpAfp_T{!T>Q_K3kd8y%VK8k2mk7QRgL(q zD-7X0{R6GDDn19h-&elNe&Oo>?=6U-eYE{hQ{69vx%&#F6R>9iFcRAf-o(?BqD7Bc zM`^wW_wSm9r9n7KdN3sfBv?&2bN39>i?U}vpI36SlmPu?W}3~Mi5<~0E6Fed(+4z> z@<&^-)6#JD>v9WH-+Lx}gJ7>AD;Fy`aCRqP3jlla9_WcVwf)??zI5c}z@{+uGei z0qU#yF%Oda(fW@H{#BW9bG#DJx+>-qSP9V#4klb*#uWFkLii%ziTJOeR^a>hLY8H^ zN_I?iQNj^Gln952=sX%VYATZ>R8$^37Y)h%?==`z10dAwhqO-5XUV|>98n?yBBHPz z=Mtt){W`DRr#D~Xyx{*Q8Y|0mR9zQ6iexE$;(^~bT7TNM#UIsPGq)2vs6hzHuM&czxn;F6I0 zI5CB}U;ay!hH7|X;5Fp)*$y@U3e3ONa+bM&EA993{jVO3_zVmeN45SW4T1LbKK2-f z%wjaNLNnuc)gS+z1FAA|->7VF+ph%N2o8Szk(axz6TxK-v_wR)05|FS5LvMR|IojC za^oxubp$t!PnZHS`=gIg5s8^<$S4ozpnn^1qEh{B+MwQYS%l@a2`1u@ROD>g%L+ib z%<+(8sA`5gWyjrW{*tk%GSM6C_nvC?o?`2pD`NkEk)ILofRp~!&IhHp_Ch7JkG;j- zYThuzUbQaxR?9~;aT~erf`fGRZ$RGvrt&SGoi^M4$X2cYpUwHx^}a{P*l(7(>5UaE z33P2M1+bSxo&kx#nC{b1EaEYQf)=O>rk7WP0Wa~~{ni7{Q1`{3GE`+iKEc9vw0of} z{lM$_zpz`yn=2}XG#|krNNEBOKyFqZMSEd8D862q86geMYBmQQVHOgJS;lOMZS&NK z&rh`VM?xACUrG9COsn8oz4#iX|LD)Ns*Li-XnKBeL-cRpsvdlsRtoyf{X=&ocMO~E zC+xwtFluxv2a(>FeU8W01Pj%-iO!Ly!@K3cHxTGmSpURQC=YKteDW|^9N74^bTzApRx z#hl=TKcs(^_U>KH0O#7uRSSy{utV9k6lSP;ey8eIV|zC?qL)3!$jkad;#IYOm8`Rw zig4Qek7a*oO@n*ny`|HZd3A7O@lOhURZ~z=ftz)$?a!wgKz0e0JT}bF#zA~8%5R%| zr~W_J@JQ@^LrJpLDo}3#u8^C%)VSa(2A2AgCJ*rX3(Xj=^3woY3Y4K25UFr%mSY)) z$qG@UjU;`^UGSp9g*R6!aS*-(7LPVRl=w#`mjyDOmv2-fP-?)LZ8o8Oqqz!iEc#_4 za>6cx0l|X+CfrqcMi_8N#0l)Ja5zvqv? zinW~@T9(K2K=gK-bSJY|dIUWl8GxXF@BBsr9uS`|y7>%z>wA{WVMaix+LN%p7y=^J zd5wn|RcS=pv#;!Z+@qS3na|OS9JAk=Cg8@87TL%N&Gi2J*$~*tY&f`M11?S{&Gnhb z%17&{gneB4PQg9$=wFS4C%Zhg5FVUEP|VBU=Io<00u{gV1as~dlD(`O0`l=2?C zbg0q|BdRkuc=*h}uj3Pe|Fs|zSRS-tL>Hd1RK+U1^g8tsYbz2_5j7PoEsGas{&Rt4 zIe=844}dMtG%-Jfa^NLT5O~!d%kZgn##1rjcuE`M*Fyr2-HU zOww~i_-0ln7$gPfa6ve0PABv^c3r=Kn0D48tFbAVwz10mmq^g@0hb2AGuf7e$Re>Q zng1@XYg59?cZ4sbcUXBec-8r-DgR{UzJ`V-25CO}uFX9^IEx@s&zBTto&1aEeGR?f z&H%t2n2V>E=1VU5NK2Q8eu_mFWRlwB+c)E2Ih~enQANn}ik%&LfM~NBW;|mbf$)v| z*M?R^$49aT;m2r`NBj5jq(?r+j_+MJWv`Gi#%ehXM3)Xrc}A}9q0Kn_XQ8TS)b+Nr z6d@NNTe^S^39mB#LDL3E;uzsMdfYcw+}msE{>p;zoxsxI9vP)}z1Bt*u{s2^WAB?I zcS(3SKMV|*1xsfC>}u`uZc-8-BCfjKo50-!17&t_i89pGv?q|sPYl;~n}+$u%`XV1 zT4Btjx|sLyNis&s37zCot>d0Y(EJoNg~J-f~=J0>0YmUW(iF>@2pG0`Je||XPcT^;(b%WiC>Z{~jA^8DQq z2ep>v)z`nBUAR5kF2T$v%HaWC?vbvAe-D8?_k`3-)qw@fIT92Z(#5_?>k~kXTNq<5 zGMTkh4MAsIrZJWYM}P%tEY|4Qu*xWS>LaDib3-%;-;j@FM)NI8oA{K^^55tnI22Z5 zIee(WB*Xn=?Tp^&7`Fl=@M|QB?|rlM&4#(2D}s&;HBxttn!*B*V^K3cyw|$&DXi1F z=5*KRhU=(^dr+9P{k*hdQaP?&-5xhg_(eg$lF!CfDF>+d2)RXY^?^_&|4I&VrwqoXgT%2&so5DFVUxG;IUk=glD zR+o0*gFK(xQpOqmPF*lm{EzV0dgI~op9Fal0yQ*nHc~SRzLAs=675jw3tLI!yEZ{l zi|`FE32`^{L_1BXJ;D!N{xXF)on-06Rm_n4m>SIRLY=hwZg?NxtN3_50T%%it51&w zk|w&=?F6cmy0TX9-dFq{-_pW#t*<4gBu(==c5ra|^;%_PgXN9LXMGOE4G7eI@3-xX z(M~^rVk-u{3P*BJ6}H8nwPxU;t^r$`aROy@zE^vPPrp+j}t>4<|+;T@*> z=d_2p<0sBSqP7)lVrUmx?Y}i05K1%n2LvJzr+aIkK*mY|VSFSXUeB48v z{%W(dKJ~^BJD5u9&CwlxpJ&(LQa+A%KM(7dX-~^bHuBWk3BLi-7%-o;8h0DE=`|nJ ztXtK}dBEyf?jlU4%RM|-QXA?Zl#IL@LtuchyW;ENt!|Y?8G? zIzJWl-pfk?b0*tgIjxT^11jc%h?A4-ePCG%b#4@CCpprIt46eCnXcrhmL2X{**KYAoI-zp`r{ zu6mv>pljwo9CvERj=X_|@IIY4RzbgLIB{5HST-sW(P6?<#O>#Iq1t+*@cl9sLc(1$ zez@ciefY9$85IXit6}S}+h4w1v;SpDGjjvB0djWCtQVhdQ^-#>1{+<}!s?WiOpHID?9~sv+2B*(5 z?l_PthWV_|r=Zu^v{V(k+tB^gX&yPjpmcKEO4|dNoVA ztHI}VN262Q5%qLySvddGRd!h(>A)X7M&=***G!9U9x!|kwqiVSD;g`UGs%4A5veXHqEv?Mo zLq4Yqrzh|-Ma1c8FF1_%mUQeNtP6;U;KqF8zd;eM_e>3B)Oli+8+pa&-{~cMC$6)T z?{zuPgL9@Z{d^Z#LfkFJ^h&kzbA~8OmOeYMCsS-}^m`HuTcVXx;b}Pwy-sF#D=J>f z{l!76maF4|@=buxNXPTd@K#lXz|Y)ntsVZGwtRXgi~0s1zeBtG1HyjGHn5c4H^aATdqruNJdhIJK zx{-squP5`y6SZ}AAQ-t>DIyEc^k=sAr-E;TKg+OI;tFIc+WXY3?6Xkk*=-x&sr&fd z`bL6IUeFsQvy|`wN_CTso-LuQfy*kM@6fOVsEv(`Ya_tagX!KIUpg^oIz1ROkAi@> z>_kWImQU;?xH|Ek#oL;?#fbZhQmosPDXS?;b8DpcGWXr+0*lYvk__s!n zWVV3wljOqXRoo1{(+zENAuBGX>WK*PleIhW29J;TEm~)@vG(c#OLKoTV z?3plB(x)II37(;ARI?-n>I^?3hnz*mj^7k&`VdC{&K+yWkV~`iD zybt)Ls-hmY>UAq#*s7|X+eC$MQg?@k)@#|qb9dpc_2>s0UY=}&-#O8QA$OorAi3Ts zbzN9BqPUk3KHnuJ>1|>d(gCBW{(!TvW}OU~Sg|Xqr#3z}^%;W%#Nr>FkJ9334ay2VaC%%K|=v{8=(QLN&~vW)6@v9*3yzo?)kD8)1I z)6L(XkM>dru`E~gXnWwgG| zdJ!Sp%5ZGot&Y1g;`ub^vb@vrZ@aT#uDVn7>bfIh!?Y{jd2{AV4mwXxu#bO-$Z)dY zu2@M~M08wUbo)6+P2lxrE-n0*@NeBhr%ut=!NG`5YTgUR&AKT5-_{%2EAJG4uP%SW zdoZP(;(m$Yw*Tsu?-(lOa9L-vgXVT~xlB zRB)SIn4EIML=^uTVQC2ps?y->n=W>r5vh;hitE^%HzqhN`{QYnUe`tn&g*7!VYuz3 zBfOU#i@Mk(^IDhN{~9l$)1t$#7d3^rCu^^ir*-+c9JG3Sc%J{(oZcu^TG|;uS2K*% zg5(MrFzTB5cLeR;O9#o2t1C1gF)jh3r@EAX25!}GtN_aWBj>YcQ0EcxI_Evy%jMMk5T^$>VKIj^4u zheWhglw=T*QchkjBPKeyWAs=stF6soszV-)?NU^5eCr?iY2QLY`?LO#ZS2*~(a0L9 zAj6N}QQmCCj9!3p)M)58?qemnXF8lKOHtC&-cCC$?(w4>72b{)UVlI!d>203#@B0K zROoXR>_iW~#EPc)2B$S0gDC1oa}VjcxOFEPGF#bB_`dbYHK@WQ3DLr6c!`aTWDMqm zDRREaL!oU@qGiaFpsGFWOR_*JsP*(hiuV>?-S-+)4X(FA2?>;hE;SKJ!R9xjUbI&5 zdl9!V5Usi}_igu26eoZF^>eQHQ<_Z=v-#LBET)Y6Xk_#0w{?TaKt2cfX8MeXC9ZLSOiu`flv)X(=?w9n=PIP%ARKAw2*EgE@#AF0b* z+LJ;FT{gX!?_uH%J3f;_VrdTH_o7enU+|aYA>1>!Jmty zu^;qwze+i?i9g@7&!c;usfBj?7ONB-%`GQBEiL_d!)-_%wgt8Y3kkQytROWT+n&pH z28Md%lhyt8-XcH;r8R6Eevt)UGmt?!GsDvP4l-w z{acwoAI7J0Kz-eUk9BZ}ze=2w^A>)kPGI~`SvPH~JW92Yo+BSv?FSM~xUzS%U00|( zeyXE|rA*5FeR&Up;6^=l*zw8ZjE)MuMv{|5!54ukf(|EI)_%{z+&b`K-tM3K91uI; zlpYOMSZ3?LD{(aFfk0#re2+6Ze{4H!DX5vPIA)CW5-*g+&d{yI4v68Xra+$Z-K=GN zC}NIT$xv|>Q$L7-VOw~sSkwR5`_~-}R=K;`4D)+QSMcdB8dqOTil7c^Zd5r(AOq1; zQlxNj@Y;Cm_pfZ@)1V`m?omfZ8H69XOG%NK-cy#jYxxrS(D5*54NEY+yfN6XdKjGA zlClSkO`G#dGHEav^ov|46aDGk*)?L@xV-AAzJzOTYt!778$uZB*}Z-KImhp1o~hll z5oKU(nxM=3Cf}LNU-q?*F;K>^Wi#jP0~u*P--}@>-i;^GZTb~(zASmA1p2vz8aS$<*!P`LA^ys3u32%6nt~g9_ z;Y3_OKm|WrAo`@jObdHntuFuE)&M=5_QdYTa_cXL;!VuDu_~M?n=Ze*1ugS(a48m) zxwbaRmiAl0!Q)wxv?!I*e#*Z>XY7SkC*L(+u6A;;GsT8@9-ed)0pmY9eN zW>WJr)?^g6kB;_dztzo29sj#7hnT1x5pjOw@vVe-ab}Xc_t`)QV_!Ut3D2nQbo_#B zCNWb>WaIohH01M2mAGT~?VdE>Po}$pb8kBz*OYG%vfmV@3M+8;8b%ox7bTtfLjUjD z&K*x}Pzg*_=(CjXwf@e{E!NDxE~NHC>Y|JajB@a6z6vIj!IwpeUol@bm|V4}Hrko=jOV!dvvW-o?A(rc?h_TL9#o5*2O))iX5l7uG}&mOTSU39NDRw` z?SGG8QL~Ep!Cv<~Y%PcU_VdF{2F>R|rtjtoRz)aA*>99-msq;tuO}q>ji?mVe?7%Zjyp$wnRwu*}RE8F2yS?JwzNfxw7@eXXcx{4(#nwDy>xeE&ul$$Xb zdP>LtcY#!I9~x~Co1KU<5%u|AqPi3uWSYe&xiBi;Vd*w~auNjHy_Ll;e*#}HXXhfR ze2>_fT4Xl~8cO}y4vDDHFpNk#AlC!ebetcZZ~U}vb(S4!J{6+qdzMjxk45p=8q~!B znW2k@p2y}zRuDD!9p@fWvkP9hZ^hOmDFt!pQfJ~@l-q%3eENdp8obszn}7_4@nN9Fr-%)-aek zrqp!pVkj-w-dz5&=P+-cAfpf0(9rWCsNS8Y=P+Tgtuw@e^gNrPEMU-_wWc?$SAKdK zP)RHRiz^NSugcz2YWb9Ww0Wp)HEsX<*gN>=HW>wdE9$^~B63<>guT$S9(>xy2;&9s z!gEzXj+Gc-2j6;VTiMRM$gea~>A3A&XbGpqf;LA`^D|?U>|*a`GQngek<(3GI1PxA zdsd}`BZ2AMp%vN8$DO2_h@z?Di>6MO-=1zsQP7fLA>w1B!^CShsl@ckQR=-8gVtkY zs`q}RA3Kx6$@5FC>V9XZbH3II_f4DcAxrnw2#M1#B0vRb2$5D+DbW{7|5i~w^I)|dZ5-~a936{CjOkxrDKa#Q-oL*I>y1A=h>EDY<%w&WN2+nH@L=+~m+^NDo{CGWn3 zx+eklLb~nUH+gw!P*BuXdv4ADIw9&?xW_;?vm3_rE<*6vj+KYSts(N)`=#$+{n;Hk z<&c?Z;5F-b)h5M2>cuY?{v9BwlGXzZN7*EUtc zsA~gy8PoefK&0+;gta zT6?nu=A8fhzESUZ-|=<1Xpp_u4TK+{_krUtRanoylVl_Pc{P1kylnd}+utnI+~PDM zTkRaQq_*A-9r2wwo))8Zf2wMk-URWjDO7Ff-Q7;w;81H|7EbnD%@swVK2Rt12^1AM!jW8x~KsL&_n5-b$nt+ z;RNCUP^_Q7_<4r#Zkii$@80aBSo4w7uaBK^c<9wK?q^YPUZ3!C-0}6Z+2y#TkNZ+y zjQ_vYhf_?Lbo=U$rd_(d&^p>Pn97wtF%Y5+4EWcG>6&^XXJlW-dC@u839~Gl2*}9? z`B2Z)Yg8*)EAtmUl{ozDQ$WFuy289wUD&Rt{3J$tse0ztO}6+Nv(gt8Wj&s?Fz2}f z_^ka^e8e;z0}B%D;^^DM#kArtCaiBL@%>9#9nwVNQd*SBs{!#HPf=h zD>pFhnyJ;?@1>zenm?!-n-Zogp6o9ZR9;y-ls_-$L&Y8$rw9n2BWr4Y_yIR?{L`E8+Y^IsIrdgmZ4#>C;Nb-;70!uSu6$CrI&PN^z{AScj%YTwvx>bZSjz0HT2QH$r4L8A(d(zS z%@>QNwQq_Ihv;*lU2%MeU0X{XD{@-iW@}%Iee#r${B$vjkMA}`2McP(#5&_47=Z2l zMu~lV$2*pILdFFIi=41m{;mPT%mbv1wR=AHa@jd`>UKo?6TVx49}=&%j3$TuOcDm( zewYz&efWe{%Xj74r=2XG-gfyt*jdHr;J7ysnQV$z%gm5$&Cu4px1})Mih`8i?77&@ ziJs+Y&KpB{z>qSc8H)*zkWd(Vss!EqBqBRcK=m0+GSB|o`H@5}+)Y+$Cb(R(v{W; zN9dRMh{fFq2ghn~k>X%KWDE_(#bp}@$3;JM5hNw0AEc=_)_h=q*sAXiw2J(g$ZiW2TsCVy7hP~?_^KN?^RxfaYuY{r2 zk(u?cV9z&zxj41ytuvj)y?q!Fz9*M$IE$C`e*H(+V5mqwp~F&ZW10>JOEp7v`zcca zV#3Wr5kNS7X!#^UG8nO@-=kv7UxvU%tN0jX1MrMWrt$8Ct$$qNK7LU4%{-oT0_OJI z;+qu@z`JZ;;lv65&MNLd0;|at%fAZVO=w+Pw{oxDb$+Ra` znRuiUQ*+RzE|M&_s;aIfM>92bG-q|a-HKDi3H6*eQKIu29;v7$IR)Qy!g%E?H;8@V z6Lbz|p8o#TxQi%aRgL;T{5+_dSxo6RzNVt7+=E-EJS@U{(q~kn+jzq1NL^~B0S_#+ zEJ11+t@G2`xJzkI0)xZ(J%&OvweL%7W9R;yZ9dHht@G9{YvSSH_`fdQ4D_K+y+uNq zw}KRB;>3X7NaV0GU1qNvDck&m>#g@7@#X33-V}$@EWSQVOV|6mIm=QB6#+XfFK^@1 ze$r|psI<>BQbagjA5>6{lq#`t?TElDXpEV~bn(ClkwprerQC8hKWuT}> zc(mV3{oz&tV4`o3=k8PlG=Khallg7$f=Zq*nb-`p7yR3nR_>UdR;by^-c>c(4NeB1 z9f=?SVEFCL=f{PE$SD0_uH&7d9qKufbv86N?unBF5`->G;`l3AtmV~NZTyCv#}0`Jp1bI_0ws{#=kv(`JL-C5@s-Oj;f0>-glhT#WK9rh7+d(xlklLv}xVW z$5F~qfUZp2`?WNc*>(Uxha2XbT}c*EB6&6|CPDFnXEO*`ejWUn_gLF3Kr90 zN`N_j(g?$f@TCZHVLQLZgicHCl4EA(%~(C~VGf>L-Oee0lln~AuQO7KFMN*J3dY{O z618ChNG6V)E&wp>P~C;S$9HV`5syNxcHUQ>hnw!-mUg@*+eDHWN)ROqv{6?^2IL=C52e%WCi<o2v-Dn^cWB%NN~WXdJu!^YPNG2cwu$`Ti^EPA+yycYF2`e!Lb(RHPMj|a@^=c>+V zjTWr`bC0JxpE1OpMdKluB|N6|tU=45yL)G+~HCUgaA zNlBqgbonLgPM<2U+{4HiepA$;F(&=paK^zM0bOLVqd#ffNJzD0biSgm1X104VCz8? z^K>4n-C~ht{_pxUmQhp_|12B|7Vc4OEzalaxeVN=@K3;-p#W_~ zi)alDLpu?`R(4zo;UyZI#p8TSAQQ0A{ZPr1zaRvL9r`cKLefn_b8kM9d$qSRecZKi zS7dC-(5n(_$YZhI#m|?jVpnm5?n!v~-cw~(lYwc>?^F_BN1k|nqPBI$GbxccFgPU> z5ekir%FmYl>Ko5@sJ=S-vOYWt=c?ydg(%nnEJ_M2noJ(sE@ICiVQ*;FIVYyA9V)MQ z)uhxg{<#p^&z$Uy-%{}A_((C)Zm`9K7;)9+OirQvGv_=%S1vOyJr|@xJ6oL2eNseZ z24oBcbVYp^%Fb1<+m zt|};Wi~eqGmSajX@sY)Su0C$yLk2b#>2*mbBTnV;ue;s789Tbho`5y}Cd9?@*SQj> z=|4`1iBBeWB7R!i_ttg~;=R^=1i`yOLD2-9uj-3Lf0M#b<+dDPKteq3V$)}Fdws~=jzBpl_k9h{yDqh;&$SeyOY64VNPK9*EfUsTd&^~)sJGF zLGa9Q?5C&*N)HXSrtCkaOJ!<}&8upw0-+~|yDG>(1q;mG+BK;-ddJd68L;32wY zW3+2I-G#SxS1Ur^NznQhoR;f*a$hi2z~PaQ=lzL&38t+99fZdX#RiG|O(Xi6dSTmJ zbb&qg+kXqZ?jcsG%d=z051Xf^77lkWNcncPiMrzA<$(M zzDz30b8EN+e#-hsinJ#tY|s-2Fx&8&oo=*0EfRpImx)+Ae}ShptyuI|$;U?p``fX{ z3zsieInzHex?JA(2v(<-@4tX;Hff~)3ARbEJS2W4p>Gu1nsD~S?^BzdWvO@4uoOgR zHA7tqDn9piS==95F@ODjJRdBmU~V=eyLjeF7-G7>dl3`TkPzmY(hK@l_RWwu0t)&M zBI5bxYV7AUyXAnOF*mrY(Q%DIkVqC#Q5@i7M?59)reyS4=>8FlT<3FqM2~*nPtB=4`bF}Q_PVvs((DJ?~31p^{wJ2c`m=ro7Zn;3HrYM<=7BMOv z|J~1FUAtnm>d+vFD-}H-7E3D+qll`hk=qEwE7ziJcGbkhL&3H1|fPjw^gNi5CD4)oP^U<s+bVP@|G=oBQyoyU%Mj^ zcb#qL(>rpMV|E!@{`T*wBF@&h>-+b$cuq17w}g(dG?~r*swz!vn9}_1y8sJQvhuqn z69I?~3i9|Tu>tZeWs32?VH@Z011G#3EsyNjs3tqAYb23I+$P+&2nRg?19Sj0j-o=d~i^$8eI`I;5kC0hjP3;MN(klW1p!N{p z!`J$Irv{w)?FqDxsHsy|JCeuboLU8fL$J+llmsc-(*s^pwc_9tD#2eKtp6(i@uPp3 zX7em*r-kKdu@?5;{FoJb8i-N9xi<6HGxOd72-5I)lY&x>ec1I-@98BME``iX4&D&Y z`>SpFdJB&!=0)$<9(wR>yNQ8K5h%VnwW+V|^4D!?pgjFt!ExS0JuPZyMe}bQbRAfI z7}6ErCCJL&U=FxAy(t`pr-1&uqqQM;)f|CVPf~P?i>C#W`BN?&lu4;BpClLrnoF}U|E`K0rRS1Ucj6BI~Jzfy7SsDG4!0Y;O<)Mzf zPCgYG+2rb&XrBpS-AHqdOOJ#An@lA(dFoFwnesC+dgxC;g!|*P^dai*oiIo&z9s5j zY@*Y7ymD>Sl(wJ%3w2-06CJSCK2_>7vLw9DSSLB+94FL0+cF2V{-_!lDJ__o=;;6l z{kmdeDY99WilN~kVYr0@lELz9wO~lHMiY`y{!$!VCS`+wLUztuke>QG2{5lE11BGc zZdu5gSOOWxKV`3KD!=O2_XHg9j#iL+Dq;C64q4`{-C6sSTZ9_3cqhuUT;>K$`WPn>6lnfx=anX~9~PIkU`=8#vjME)a2WJ=-)$ zf)+|nt{hMD-+Vrk>E#XdS3YNmCM%aqG1Qmh8`9!F8P{ou;)z`Ch zrLZ=*&x5W8F(qp9KY#5VTMFLjg3s>GSo57LB+$pXbhg$Ijsupy1`VqtVQFT9ZHt`A zG@o7T^1;sG!O)~rq=?k!)!(d*x*J|)+5IuX5V?T#gFn&=O2OMoYH;@|gxvSHar1Pr zkpIKYch1nbfhwBRn;;e0Zh6h#w^ekZ`_MhD5DJVbAx6b}x=5%J!h`b3G7Ji4l zX;vrn0Lm>aY%a#6@RRB+Q<}7hpsv0|kR-y1gK! zPn26SFIow^pAge9gcd-Xs~?m=t8|%m$HWh9P5s8-lrXcl8G6f~Uf~06ZDoSv&daKi zE~MHd-Nb!$5he39K2(dT=rDm+odfdUrlt2k|3++UM z92UZ;$+SGFil!my>7ii*x&53ll&sqt8jZ(W=f|y$Sy1Eoby?OWgZzF*7cpg5TtZIv z4aS{vj8|P#935WY&5ASLzxgeBb(c^a9-aVrM;>ZvQKb*VobujNpx#wvBmIZ#98H&W zPd4eN@PFg-h3DOgP-Gr{EKVvILAn1eABDPUk!xBu=xDx%8Lse`Owis8H8QLPHaA4I z_pP{3FS#dH@@%^b_fC`7SbFRfpCBul0nq^vmyCO1+v`P`I{^ydaZAfhYIMYdgd%k$ z_O!kwG#c@pUNoW+wfkbtAWOoS{Eb8aWLr+famo$VMAyO4^8e4`q|<*AYGl)&A`gHH zEjhnEQ-+U&r#=4L;(FW*@z%bVkO+GAeCVHuyUuEm>Oo1AOO~687zUE!Wjy}&7g6f; zpK!_8Xvo?&8EUTr47IU4>Mqh!N)p7u&cbc}_O+OAhJ;<6GA!!DH8EqYXga`@(}<;m zl(Opj1+sXh0ld?aQK6^DP0pU4@j{F{pTo3uN{Ft; zJeio$kP07isHXTS_!tOz$p1O*^Yl$vX&j*-(wUSFI*xQ<~O znd<5%c~O$w(k1n+Jn&^UUsD!RgJpynPC(D|e(^-KRK*2b>#e`Wbo9$5gEhI;@%`tu zKp*wz1^yQqYYvMWZ4~`4j-y*a&O=B*%EbmaM$8XJFkXsO1WM2{(pml+kPg7IIGyAq zRbtZ{_6TnQZ)jDl7sx~KwPQg6Z3Nlm$fBOG8*u#g#D(DPf5E}k9ex|ND?mXr`2llz|oRg-)d&cwS*qF5W~#5+WVzUE*p-27qYrozGZXMwSFllaQG}FeU|zP(~bs$6^$CuQA8y zI5AMJ$^!EXHO1f(dthJ?9RVDw1 zQa|ngsOmOf_&)rW3PWH=O%{+sIQ)S3Usc`a-HP_%7>Jd5T~r4~C-{-pG88PW*7qA< z*0JF9+Uy}UP9~bU!aL|8D2J&mfzfr_H@+FUEH=-F(yojLthc9bz`(WfJAEv|c#BSTA9uA7cJ;(q zaF>w#K+UQi-dwkPDMKs&^Pb;ok0lKEt+y{XS5PH?!uuj@bv3K1$WEku;#>4BC*YN+ z78XLHT?<_Xep^p$2ws2Y9mR_6tVG^#O=lEWV13PC%zni>3A7oeDH?AG_V_Pl1Bx{7 zY0%pcvKuTCA(RvSYz+l%*WkaI#2hI+C=#yr(Ip_gpbHu*r&UOLk<%KnJlFs0(q=6aBe= zt6f#I!zf!E4tw;K`ryw*CDYl5*qX4xQ5jFZt&9VI0MfljmQs)lNPp*4fJz0jwSRUY z(qC_EZrqZiIxpfoOc^D^jWZ`CVoyHmxlML=xx?eFzu^~C{O`X-BoC*;_#vrB@$;}y z`FTzVdw;ga@ZH}a9^sCKEJ6`F{}=DLpZneR0vq)-B_&2LU#2OCM?%0y1y4@y1ImBy znfU#&QsUNYWU%4OKiY!(oJ{EWg1nlXY_`o`xd9N_i)&Dv^iN+r+TLcUTivr1ORKRu z6I*k?6hYsQcu%-|dAIg{@i_Rfu^Ql`tc6q2P|(36Cr@IO=Iy0pNAp*u@TdBzt#xB8 zeC?;+(iTPq77k9FnWg2YX1AG+6zs~8faeF9mweXoCR{(oq}f?oiUTpPKiws-+yO2h zO8LLm<#Y7Fm~az+_~xwF)~}bD@3Dc&LGDZyN*pWqJCPjF)z3GYpces6W@tGhZCZp; zgW`u+g35URi9#fmF3Y^CIg)PHhFeB2qCZ~1QS7-GFce4yw1A-?Lzt!1bcF=uYatrH za^EoGpesdhcnisLC7C>M&AvLee$T%5<;~n}Ycfnypq&@!53zY;W4~zsbjJ43)#;=i zJ$(E`L%qfd9R%4JsD49j?5qm9KGmr0K{#sCF(yo;eHm%>?uj+aBaCGlJQrFL#>K76 zRc9~wlsa)&kG#kCpV7FXp{Hx=;m!-XtCAa|Yh_*zyifyo9y$TdWP8{bqbbHoiYwzM z4GLu#{dL~xe)qu-x(BI z71@>Ee#eJ0;Qet1WvQyx2>dO2yTI{1jUc6S)1}%r{IK#rs8oZ>5CR0!Qr}9yB`*|? zqd&E8&Vh#F*ueJoc#qDlO~!OC{dg>4Y4Wtu4orv*U~C{u<5AIG+~M)bywCSSlI+ev zf{eck)wDe^VW-*N2VK=?VnlvN`+o1>+wf6M3aM)i`yOQiODvazueVSUXixiQ^%N|6hGIPo0yYg_N zAX?fGN1C;DZK{{Esdxu5v~7@});4pc)xP|WPyjwoT%G;0CtKXx0{zr|9tX%jA+Hy6 zdS916)~Zufrp1zphGLHQ2fNG5d$Woc@l`{wZWdE1CfvCkSVDxkKO@$3l5S7k0G7br zW;Y~}XZE=(WdBV$&|q36iR-^(Ol!YgGRWyE0y8Jg9mPKRjuh8VG$4I2dWx4(P{_;~Y?`kElZ{bJ^s%+z;1{toSE33uuKXZ}B;^!#7E_j@KT#ghq9< zdRI8%j~X13+J9V9i5<_Yeu{G?&b zdob|#6o~MzcE)Q1Suil4qFu>4ymv&DoeLd?#MH(V92%7Fv8bwsUsW@fLgH1iQ&wF3 zSEOm-eV&0H$w*CsDG1Fr>w9+fNC^Y%&iH?o@8~ETbtsNsDJHid0WxVB^4!aqvi?e0 zp@y%5M@@p&bHjelHUKRJIf`fdK`b2S$GjlrNRp&i%KuE2gprZeAZT@}37CT^IG3%m z;9v|-(AH7VO8A}?sib2u%Y5g$DhX}dDYr#^7npqP35}@FF8Vx=pt7-(@ZWkkJpCQh2t` zhpzTt(@02v+Yf2#K5D!A^#}eC(+Lpm76~9qCbwl~-bZpMV^3Pv{~NCXVVtuCbp|&C z7w>e?9M{t5<<+_er2NluKm0_{3oMrhqPa^9Ml=vy9ZCo|A7L7-~=KA z&0!}6vHWB*fB$<_t<^+;U%3uI!O_PS9VW-sSk{$*@;`V){bA_-M;+FNMT;d)d(TGfo70cBnAtT{ z8uajIJO*+X?p_}CU6#LVu`I8qM)%y2nahmQ@~%3l5Jnz->?}5Z(btt(|FwLqxpz@Q z%l8wydnLw8rdmWE7xjU>;Nz@k6!qodspobQ9#eQv?*ZYZ>d2y}k<-}<2dfTzX7#zpLCUTVk9}aE?;JO*Bht1JorC|%v?qb)vU+$B z;GUvkv1lknL=5DqrDx()f)O3Z4a7E(luJ5xEW)ABjgNr)Zw7j0MEy;4j;_fe{U{=x zo3_7t_#N)m82Wl!zN0(I&13NS4rU$r>VU#Dm?#7%7tjPUW{f)uAgXkOlC4XU>yZp_ zShM}6*jqS1O>|@x1qXbQN;qTMe{|;zETx84-8cxk5xq1-f>oSEkRj6SG=Dk92f^b* z7fUllqK7%Y6XAS+pqgx8-$fF%Yrre2T?EK}0>y8Knx-4=vxC*4B87Hd$izkFM#c_oM=bJST+Zzu8oy;FyL>{Ovg-#Dm< z8^fPk%jk)&RBcZfT6f!Ad@9pC-=BNOJ7nf)&BI!l`t#8mKCp*>J9&=`k=Ynqi%)a%DJ-00xoPPZKGODJ-Z=KeR?9%WTUdy5Ok*7}u z&RjZg6x3yIv9y)-s(H1W&o}bk`V&T9XLgvb5O_y&{S45dKkfG~x?jBI#L;EN6F4y3 z`)kv0%l3v;rTcP~HBa+bb!Lub5=dvyzxPMQnkyyX`t5v^K|}FXt#G^r1$vHU_T(ME zeSkQL{dPH`*c0{*)JK_6HOA#53+LF;YQiT3C?(i?51l{~3ir9I-nN1VtY^r}x1vR(+c=5g-9WS5G0~`A-MXtXA-0;S@*rP){Ma*L-xX z6r1e!m>ViO2ii>{@5CksKN@wDR@)7fk%^A@%2bb4omgSk(K$L8U;s^ zIF0mNH{quSF{aw>zCM~Lq|?c7)8P31x%6gcdRBo{(GN~3xA%R;gk$yr>Tj<)cPT)j zdic5Tsi+q=NJ2U@f11{p-x^*7Tnm+P&^;U3>*Rj?GfB@;j5gU-JvU0IZ!|4!TOM9Y zRsIbTgMQFrRqspV3zv?{w9d2Q)O@+KW9&eH=unI)8Aw9`FkNl0_69u!qP{^AgA{38 zGr#kqsD+lVN&^wjAn8?oAwd?OG;mzdy!1huZQ5XR%p#$4sOxS_c+G~-xx?7dtclD9;<(?Nkh8t z_H|_V15gdjCk`$Hh18ugN~s0?E=(3^1ZTUl_E<6Z80%z=yzah!6yUP+KFKL56$s3LnG z4))AkTD`0}_})j991qKPEo+~Iigfg(&k|3ZDa3{F&>R+9g8)GjNj+z~M$Dp26^`3k z&+8k&1d}u-UiIlCXE-BK8~LP-Yx7PcT|io_tG|kZ^UYs*rSZip^9!?_g9BIq9Uld6_N4%ZaIXP$=jRIGr)KvbDY+Tt89My7rTjL52e5 zIMgOOKGZg5-ZtpAQ-4VV1GPp(k@<1@0&FW%(ChHNE_;HElK^V@>|$CnBhF5bMtV&a z@o*5tbCzRGCOo3^QxN$^4^4OgWsS$w`1{II!dXjqIoI z0NuSBuYKZ)nAZsc0yclbRN_hN;|>o)@wWshqf!1V@80po661T6&TnGBH8(CCosIE1 zv&NXD{LW}YiNVxD8Q2x-~ zn0RcP&^nFs2d&Dqb47D;`@Xc7&dU1i0-3<~eJ_PV{UD1z-rD!J$tVw~>=KOiJulGMMC8|dFXeN9sHjE9t+t?krkD1D!qTh_xO@J*#G=DTb2Ohu zG2XAQ^6E8LD_K=0R)zCU2bCXVlp2QYGx(g9@UZgg>lOI@N!Vd(dIDqSFzIrmi(3yJ zw|!vk_~7#)pws3@k1@GV<9u&ur98D>7%jvn#ps<6>NSl~cLnKZ8^vi7MwA3l&zmJ~r<{BlIy z@(a$(*{6~|o}>BjtS$L7l}B!{Q_*4aSM}!`;$?SN(erw^K=cDAm(PE2@elzqqHKPr z$?POnvQQBtj^^_c<~cKT42%x11%rWWsG^ROR;V<1LI9xs+brv0{y@l<`*nwIh$#wH z%DhP?iffoKmEfW3JoGjD4V@?79|inK!vBq2_ApefMZ(~Z(*lx;xhk?*c6{F$l$n(i z-(H*@?%$JxglQrR0t~A`Br^8}_{eQO3%_aJ20=oFj4~OWpS`c2PYA3c&3WF5LIA*`ivtFhd3dHO;`)z>)43QdTDN_NcJX^7G*l zHL50YgZ%AOnv1xPVbjAUq-E;exhR!*beQh(c`zH4S0H%6fEnh*__7(9`RTm4{|vo> zdPkXyVj^ba+D>L3c^H?mY4h*Lg3$IrrmC#77zJrTwR^OcJ2n|6bHt`UyiNjBBT!oL z@fR+LN2OJ6o56U37sn%fm2PbxrdeT0KW~mw|JlF>wm%vwR%R`TcRx0QE+lr$IAUnY z2UF&t_2*9Co#SBJCl}?E-%;=#Pw_oic%6%+BIaP(;juJ?0NBD1AlOp!j_)XLeL3o$ zf95gbeyJC#9`N}9VJPAd;x6?{eSa!~WmAd=Rx`yBE3@Es@FcY;Y}BOY&e5u%ef7NT zU3Imq+LM?#=$b&mfbkywFd=Q(cT)#AG{W>VzKHwSUFKtwwkOa|;9!!xNUoHHt9Vt# zk#U<5=BgZRRNna{+Fw*?Thrlt=q0(I`^D5oiEC1+84iWaEGr_qRkj$2BtqKEOBFsL zH`3rav#Kr z`)G4e1*SAvflTL&;}KBKlwv4jVn>ZbhL-&>HI62!V2ablN_Skq=mQAnrE8$xt1puB z0?ou3K&6<&2`gr)8rczG^b%ES@_`yhz!QoNZ1&Nz6 z0>xRM_YR;;5pZa~`1x>@dSRfF;o%u$hgXr0!fO`Ghr{=mJ`tKXH+ZIP*R6l4?_I2X z=e6v67u@Jx6FV>{|FqzM9HjK)cKa88>sD3Vw=&_*v)Z8}#Zy+!Edt_{g5p!*F z2pect%{SGc!sK0QQw@;w+&yr$yTDJawzIL$r#be+pSaIA26^>m2iWOFyE|Dj{@PT* zkeE|a(Dzs?T)hL0Wpo{?Ur%ht+Y=_Y2Fdxf{JVY9}X&91TL zK?N>Z{sn+HuRyO&;-Uc)NixwmA3k73l;r()P@p8It~w#Nj&0}$V{$?7$~Z8uMVYp3 z%;o0d5X4%AqaGk~zrH!M>Xcv6mQRSHB|2khxX~h`8}-A)E*1~?ESc5GB&4ChE+5{% zApGomktXLQEZAYE4ZTdXoT~v{B^}53H7RQJ<%`3Sb`smS#|b!|7?=MB3O$qmm#a?52zvRP91e^?lvrASvI_~I&fyUe8*?0IF=2cM zKd-M4P|Wv?F2dC|3r`sg%|ipbKT?NGPYK_{Qo>Z`b%Fm}j|8r_^vNz|e;Y)O%+ON2 zUi5tE782Ov8Gs0W(x3#=xxon!yxEQ_fuBim_*88MqsZ5DhLK5GqcAB8Ny31;?)6GL zdK8i6FUP)U=wBgGZUhE!Jrjny_wC3%BdG#*iELT3;M~^&o;NY;*z*s(&mgg~I~nP> z!52b1K%AEpyF>_V2~(T$$rIvaBfnm``B+Kw4{fuxKV$aAFU_u#ag_XZ) zM*`-H-Q6DUp>1Z?3nW@LY-S&96l`^&-|ty+G68Jv%m`5;O!#v_)!pQ2cadItluwKd z`pK;2mQ;&=#G^JM!)J_v0)`bR4qmEQDVX-8_#_G8QDq8qHCT6t_r4)1)RN^%-ZUIR zK2`VrC%OwG#gm?I%YtCK!Gn*O;B1+t?a6@(vf;@RLoX9CW$_D9JGNfKti`vMs%GkZOE1-;U&?w4m|myxoSMlY2?@7GLR zpWm&>5>LN{N)VoybXOK`?BY}Tkb|9r?Lo-3G(a?KV3@_u?@BslRmu}Jk;3##b(pL3pUmx>@j{^kVaAIP&@{~e--C0Tb9BlLazD+|O{ls43mmikCb8%Ma zPU1anH*6!PAa997nEQFL&=A+t?P2u2zkszL9D)UM%hw3|l{7vbOR<%IyHsJpYpWmY z2G_mjGp2Jc=A`6qt5tF2+MJVhawO*|Chcuu1q($VV5)5@k+u7n6}8#OgIw$@^|KK> zw6g-4!fD(oy2xtMlViq*GXb56RLcQs%*Wx4c?EB(Owzx;F$`DC#NT2<_6E}hmC#*o zj?C3KG>bdkFQu=Zxs{Lc_zG#=Phm=zL;h`ZdnvYL6@GCc$}IVy5j)^A345||xq0fA zQNlxj0BmhAxz(&>>aIDyx=7i_p=>kK%yzsK*qp)K7`unK$lZw%X;>^n5XfSY4!w(| z`l^B1lB;+z47#C}b|&CV;5g;u5;DF_(33uMb%d0W)Er34ARb*3NgZ)wzuQHnS$GL} zXTc*ARDw4biJseZP3R`HkFb+Qki6FN3|6gAl#L5NT~p&I@bqps_-ZycqT9ip zO*j>`Oc8c;Y2|3Hl)yO7YOnh9XBQy6%Fc0o~|jS1f%sK99JR`i+UFm`r}AkUqi_k{OneFYj6pt=s`#1Od5jtrpGobuMb(>MlU{0i@UL;6bpQ$72uiy5cyKaUSsV7d=>E=U{fvjN2# z#eu4&yP&7vGtR*GC8W~f3z|;XV^4G7tiwScEI8`vuEDB3;uu`F zjF=MIhnL){{}&&LS+s(nL;=7Vyf@_`!3a_{U{~V694){`*XJ(5c@yesMQez}7Lpn@ zwqzz*UU@l%r+_YH+LFkLzk_dua85gl zryV-;AsZkK-c*4;4JbFxFZ>*}pU~)ncM>jsAzQm4B!rRoV#7$UW$8;L2iGq*i&U(x zRCNZslw^W326`DlyTnHI)4BH-iZl@7*N1EJmTbMUgY=BIV;B+Q;n^ z9w~-*xk~fq%7H@8(SosoS<7z(Nec)~p`&z-tl9kAmK4n5LMDWG(T$bx5$AHhDRx~o zLR3A#JuCorA|+L3Z3{^>jFa(rj+^3&{oMY3ZR-~MTNfBLr!G8;$Sdp7?_*DZsY-P)3J#$i2`NPGmR$1T1@b&} zemF=Y`6Uga!B?S>dc;ot(t@3x`%YMD!s0CViNcyIM8Yt@Rlz)*5j(SZf1ISV zordQ!dy1-3n0r)|8z+6M_~5yzjo{va=;t2H6??5Nok?dB{qkd^+PB^kRr5!S#c?@J z6ljIWcWtB;?quNP+Y`WmH)|>$`8n5zlA> z+KtY%*zfoB!nN~B7)@J{4ZsU;5=BCt*%<5R$^fGm94GH0I%t?+6AqS=rKGUkM1uTW zHzANFz^BIBut7LSa|}`4WG8#$rgY;+_RlQX8I?Vk?gC(x*GZ$5CCUuUY!uL$9Dk+6 zy!5^AmwU@R#scNh^K)k8Ocu+ z7ezUg3`(}Ui3f-W;lgCkHSYG$acn}$0hEP2ie{-<19hINs`;i$cBS1gm)SK0fFAgVrWdR%JIG8Hs9!~EYCW;8p zED^*MsK-I`d3IXxL=O|SNTEA#jHWX)s;b6b(pS;sj;~@vqoqCc#~z;`jycC1OJ~L= z$0X!AlA&~>KnBFG?cifVcQQ)DlFol|$&PX4|)Z{mat?DmNgxTb>NK z8bw7Sd7Y9XM7szM_glCTm+bvK3TS(Hq&8Y^RLQ_rVV|QFx^4 zUX<&;$)t1YVam;sel-Tz1pZ80O{J~0yqlU-X8T|UG=8pvEsEI$f5nr!Yk5CR)j_zW)OPxaysPG+m!j|)JQ7#J-AOKCJ z^L>dxCJZ#JSYvWc8*kCkh<-gO=Rq&U@-H{ykvcK~YMAa~z65UTH=R_bE@G1HrI%^* ztb4OEZ!X)DMPe%CC7u)q?u%{Yul41)D7J@?-9YFL_u@OW5=NoaP7&gI3FH|yo~TYIG=%0 zyHFw9FyaHL7Rrc8CkRMej1Z-PPW;1ulOP3Hr?8aWf1+EYj0sUBn2bgb+3(IBuqE#u z@Bn+hGh=4`ODK%6?8CP}_7v%+bbL$cnl-p7&UzNmedUrxvzJ_L(H$_m^8Y8BIcj2f zd$Knz6iF~4S0M!^%QPG_S`_zsVE8v)ieWpZT8?{u-)=PfB`BV0-xRo&W1aa*nx)60 zQs^3{rgHPjN&cYaXP$v5U=3nD&mugqQd1(_h#;6=!K%FA9>loE#M zxh;uA%k{3hUoN%9aE!*YsVF$fdh+-{(C@jm3r!bv-;EVx;2}4abbN8WHUrItvE#i6 z`}4}kU8acx8Lwo;$!Eo}Ad*n~Kd@8XuyxBm%CVI}=ZzX& zNYu5ht|YWBxD~-*`^SSyiQOWfh9DgbpEaoMu6V|2z+{C)1q?%|y<{ZUyRl>-!+}UT zjM<7#0yHhq4SJ*w*tkitd+4`xo7~?NFYhr^yk|@X);?_K{JP;B|2+Vd^8CL~C|JMy zbZ039LZh}LF%-LClG32=CxwZ7AK#I9+ya}XuIfCrtguN#bAxip`1=@S8bCCJ)Z(4Q z0)Hyc4=xM=Nrj)qkFSMT7vfFG%92EUd<>?v$AA>ia6Mnt&1Np`Z$8y29MlLP7{^tzkQn%6dA%B+;^Q12?HC_vPi{|22Kc z+lG91qp>fw*lnL)jMnOyyb<@x%8u0E=Z;JWSEQsbXj(B5*3M%2K|&T`Qi#{K_$0L1)2L#gfqxb_(2ZO-|B6Jto7&!BkG|!eHHtOUt)d;3?}M z`|KE%yniH(4`aH4mO$`%wY?eGA%VbBMJCmZc)7$sPYfTpBNAiNd(*|7?0DWQtj>j!)H!%^Ussgj*rZv7 ztkx)-DzqdX>}~9EJN?w=3Uv-mEB=@5CUU-t(UnsFJ(=jN0S^bcF)3x9qu<3O6&QBA z{)dc;G}O3~__PWJ7v&FPejRLP$TYJ5{Nq{-Tf3btg%e(n%(?l(JwYH9#$`KVR~z8m zVBHh0%{^k8piS|^VH+$95hwu;njtZNbKysv$@8MTtv^5e`_XZeTTfmWAtj_SFvKD5 z3KqK}A;vgf%7)z{vL^~9N}jd;uv``Y0zRj$&<@16F6H;g-^Y}Hdu>eP4{*~ri$iw} zNYwni)gLNFhu6-2y@aN1CP!Ol-_cZ_>S4B)y(*@!9}^UEHSQ^YFQU$cKY7Hsfv9LX zqG-98h89PU%9oLG*R1Tf#qU_zhe2l>1fw3Q(EFn-!bdqd((n2(8Wy}f($)u zgx9TPKun>IR^tIqzgg$OO$2s*TRrgTZS^j_KN(&Kdf%O@jPqYl?e!?<@wYg}WF{u& z?<1BrgnwHEKPJUdAD8$g+L z`CeeN<&cU6iQmMp6oc+zPHcu7Enz&Zu5 zraFdl$3dzrsT(EXP&IlQ^TVx4;;*xX6ZU`-b>6^(??1{PaS_zp zP8w5>2cfEP{6p?DSFxUKm-1^0%nCM%^h`hbEl60+5In=@l?MGoiR3n$DGh>?ZSvMMMCl$ z)3u)X-o4-bJ^RN#_Mdki%VVJ;bKduL-QybL9OpPsA|89tg57H)t-OE7Pnh{s)xVFZq8Ph;R%6ss&j?ox^RKi*ft5 zq}P78)O$Ab-u_vO5D!{R)TTGS$S?$~GO^Y;%4ObB`A>0oauO9b)e80~9=_mt+r_W? zblvJI?i)Jk9O*aD)^Ojw`Qqb+Tn68-D~?IMXUB3(*MH7r!2u1gtX}BLLCgW*CE@yA zY(RJh%1f(fSw}1Xv!HVhk@Gs?hs`gwAR7vl&6{E@_fNM+(G9x&NbLhNJKE*mo`8*{6fA(A=E4eikzU76|0H9FN6~CLT7u4puGLg1;M~v6 zEbnWWU@rH(^?N#a=LY8cyMq6X{%isHpKCIi1JnxW$nf9G==m)tNs|8~q@#0Df8%HQ z*jH@mxCKScJYCyXF~J99Z=!SsaX`f%0A36@ATbA;Y@uf0IOGk&v?z!oI)j}fI%m4n z;9g2&n5mAOK8b$APfcbDsuV3u!cK&`mZ#LNzk_!N8EM3Ph8#CxYVdS%sT`!!z&!|? z>AT%VPfrW9cw0e2&lg7frbbK0H(ZwX4-n}e? z>0|3c%M}rN##?itu7jXL?gMQryL3iji`a#e$dSGCK$3PwC_a$ zu5Yc3!AE+=g%0#$A?mz$!gOf!6p}z91I{oX9^5{31PH7BOL%v2;+6F?Y3}o1P3A`~ z(-@}*Ycy5$CfhUb!eD9)tfyGI-U;I%I6YxxpnCn)UpyB*PEBclF1Yuzt_YG)dDEq;E*wJD_T79tu}2 zSTrBa3!b(LmZA;nezCoPMdAcpH7?D|wN<*2ooc6t_+r{Pesz%rK_=Q{Y?4kA4 zx76=Yx9iRZynMO46&3MKjS_a^VCJW}1I>JJh}kK4!v9LMZ&A#2C}fp=auCKCCc6cd zpDelsRe~WGC|iS`UR5(a;#E5;r@=Fpy7Lzl9gozZXvap(iCLk*C&Z&Sr(FX<(toP zBwUp6Q-V@OxSSMn>mTflcXgSL6+4THoc^*e5Q911g~i?xIxam*m=XnsXSL@U5TVJ7 zUnI4ocSyg#0o6q#*)4tbcNnPnhMS)EsGd}l_8*$rHB)|^U+ z9;?1cEs%6IHSI@33{fqr|1B=OVN+1|x41BYAU6gi&6&4zxM&%$RI*nx^@iF=F;Q)P zIK)=xovIQ63m_|!^K*oA-6`atLNJD{-=k}^HSI& z|C#~&hiWf>tA7-xSP1}ip8?IHh9QcvjjX$*%Gq~P<*glp6<`b;xB9lJ-B>cGCM&V(~uMqyh;C)KvB#>OFQ8TOKl5fjA$aPnkXuJM5 zIpX>GYYK2-KtpV`wj*vZun^8#pLU(u+K1uh%y{7erA5lf5$8KMnMzE|PIK^j5o5Og0q+9W<*Hhv_Yp;C3SF;h(g`b-PX z^{31;9xL7m8@Ut`gpI?HW$Cz3&y`mgb3x|u3qZKNKhr3o!Kwzs39X({LcXokHF$d~ zU0-h()CZnQqJy0dgbo21-17s@qfCldWNC_L;Gz*D0s%^Li!k!g82TbD8tTfYHqj*f}5PxxT1g9V7;cwhAiM!Zj{Vcwd{do6-9@mbM&HAl6F-UNsDA!DxQ z#od|n?FR{o_x5WJCu7(`0enRz!aCHELnyh`P=bC@*J|_@uQ>km()}%6YEZ+ruA4*w zq3rO;SaBG1M5GR9)f}4(zPH@i7zEVNth92nmmyXb|N8ZixZ)<7g}Ht`K^(;(?EFh$p|B%<)#HIS{0UQ&(ELDcbaJ~P)i*h zWgp0WE6FC~Bn=;nE~O}+y&Ju&7qm;Q8eoVU!2@aZ3N>wk+)H7=1;x%t7<5rYnq z+O6L>aGOML@e`ZIUOP#}?y>ol=gi5@W7zv$NnBL7XT9(c?7#O0tZZx7l&v{klMO5! zHYKZLx%HE;Pm`=z5Za_HUSwI_9%NT z7NU^OoDY;U(G87g8n(Uncwi^L;HR#+psp$V`SA3|xagvD{jqDS2CvX=@oWRoCNIv9 zSm{;B-a1Na6&rHFXdJc3v%_2YPwg^{lcleL2DS7 zo9!-)cT!*gXz ze8~Bkg7c`0U#4JeHW%xCj;^l5)jO@DKI^mOEaFpNdt}Y}ln0MH@%A;$4UN0$*jP0t z4?m}h9o{2Z&sl3D{f>g7@x_GtoSG^y;$2;{|JQaRu zcBSWS5Z}yi%=)wDF!1IAauU*TAW8&QnbXX0^yJ3=S9OYVeGp!T#2;yiGrc(wdFvT( z^`Ti-&r)D=XT_9fZ!vTH@C*C;d$@>ypS@N0^S_IUdvMxpUZjEC@Tx3pyP7)~evLY! z+LV8(aR0+h3I=TJdhSKWcH&cby?Dd`4QaRZD^M=8Xd*FI=<+uWv|Jed2+zy9Q$|}4 zQad*YFFChe&r`lB{ii*(kzC_x!sI^&>g-OR~F2voAqv7wq-A zBP>3x>aQ@>RDVwJz^VcVIl$95GZP8RL&FeG6FhtVlacz6Q{ROLIpzbhJ}tY~7`gOL z6NU4U19Be;ufQNw?xXV!Xp!84bQvu2zHQZ3B7B%lrBN5k!7S~ls?t?#ofSusx{+~4r8FN^mR*>gF~(i8s^CttzhuL_y+M@Jx%6{ARWU8mQNfcKB^fdg>bSH-*XcaZrmSP+2* zRLWvhy(c-1=g)iJzD9m6!QOtNHeF$ClPb(Ozm&s%f2bg{@>NLMj z&F%|4*b?S7oz_ne<@_~RrIl@8%D6*`rE^*@I=2-}-3n;6k60ioaC3XNVjmk<+qc-k zkws)alHW}8-d0#39=MtEPlP@?bTCc_ykQN&o0ty+<9u+}B5k_+U3s@8W z1@+TG5%0aiz2(+i`oH0Rn#&VC z%{oK^y+(0QGR>1>cA+}$Bd-$WDzhxL7Ika zJ8$e`Mt%8W|GY?Jn!+DRjR0Pi|GyASlhGF)&}D&6=|Ay<8S5&uzgwlPi*^WnN+y|b zwatl`Y&z(b)~L(&Ev4<@nAIQcMgjbLcwC;qjvNt%q3ElkXT!y>;7qujlLd0HdYm`1l0rGGteY4Kmh%@$a^wmAfnKfUOG1o3vK#zv~;C@@vzZNBRT- z!hqDBfvT?R1okHEU}i{oXrKlRczIu59fezk45WSG)!zU(%s-eaL;qr` zpbS?55`%3yq{xz2af zBM#YcdifXjDZw3D_n->SfBAB#H|whfb9lpxV|8e*VATV5!!-5RdYSr-j}5GY(!Va7dWr^n_yU^m)PKAn{2 zwEnR_%Xahi?V^KX4&^7>{)p`Be6u!G$FG6t_9SfCiHtFEaze@LGZtgVBgkM}!b5fy z``CxI%h{UYSM~SvfA|w*Tc=7yf*n&R{Br9@p0eOg(BS8KhrJRc-jS$cqu9SOh=#1h zpR~UJLsfFb;7RP#Ss|ZfW6HLalCw;&X5$nKO^75?NX|+0BeDxpI1|epT?DA*%ry!^ z`HCp7rx{2gHC(-LBg$y)NL68M$;3t=p7Y8{iL0WE=c&xYKp_GFr2M^#%{rN#Fqll- z_B^@*7G%#z^o|&KTY1GB=(x5BvFh;mp6xDM3My-B zjvCD}n=)58{{FHzl9I$j(2ll&@?pK866;-=RqN=iNAUg8X+M~802xhiLWMcFKgo#q z{u6|jwV(H?aeYvBDN(`MdI2V${bpy0!>+`XS7*eZNv*ZgCr9mzQ7#eoqn3OIo5s2@ zi9tQe`ZS>L)tpEz2MqrJOjbR&3&W5aC%>g(3~-W3VPg6C45y*$GBYPe;e<9`*B!w>`l|C zUj(|z9aKy>Q7@ZDQ_k_MYfn&MI0$Eb#2cw8qBpOX!0AQ#-eu!55;)f8gQ;Y@pH*I} zRxS>2WKtbIe!MOtFW;-V7>JtT`(vqIG|H4L8}KPNkDVg(=8dBYF66YiO>5}8sWTW? z>tteL`PPg#6>;y*9pU`lYTffom+kg;JJzlBj!Uo=QhxllD*@SOE)fyjTN$mkC*6Dp zzlE~K3 z(P4q~lWx0V0kj|C3vSOPBUmgFYm1SN#@~-u$=ZRp7Op*VmrlMtzna zL!9?0xD|Xnl*hV>BC&e^ZEC8%^Aihm$25&W>!kp*W+Z&f@pQU(E>Kq^IXx zt3BkFV;HO#Ww38IWH8ENsH2lafz&zW#NN_OBWm+!8MgzU?Qh6=-A@p@x}gHer-y8lRS*evLfOw(aA9 ziE{ryWN4g|USg~Uwyrv3`YY4$7`j}bQ>-55NRGTLs5?P%+}}UiI!T$|Uia6`uRnNA zdGY~6{#hQeOqB7>+nS(nKNseTBoM;uIHLG<2*K)>pO`a=UZQl)egE96!<*cy<&LRU z+CfzZidiR)@=E5VS!SDJPt1c06=;bYTgR`QTlMTX_xE;xUthSi?q%IjHARnIyGm=i zz1m=IU3XPeQVb}JVLgyLZfmvO*&JDXfwX2D_SIP5;)d;V|!IS-)8p%F| zmo(W+4bhtJ-eIz9{%0tNXL-00$;OhO-a3()2@0gCnunJSn>b25Vni#F4dCjDG+r^X zvkyuMyJL~d{;18+zyOEFI;zvog8a-6^;DTb*!F3p=Zx=b#mqZ`ypL$38+xs=CH&Dq zt&PRQv!?g(?*`5GKfjj6Eyii_>)jk~yBgt|A13fq2~=4m_u?M`F5& zV_e*BZMz|-Hl=BXYYd2O`@JtY>w!jFxK5Zh_P!}$G5Eaq#wV~(k~-c_ z+MJNAM~^dBp!&R5yj$1%X5mDE`8As7?h@4~SuIhN$;V0)Ulr$a%9aeG!lE*1RYTIR z3t<->0)Ous&uj4hHif~#{=$T(-w<%;sD!ap53eQ~3d_fAYF4}VO-%a_-ox-MKHx+l+Kx3^#j3r4O)i3j3S6) zSWJ2Mve`HkUPh>@4eNIY>!ugyPynfr(np560*#j>YyHMwCw;%oODWoliOI&{8C=^s z2#LnI)s?{G`(i0!)9onjHbl-0BrDL>d$z@(~|3l`0 zd`QZVL890#{NYsk$0-CtpgAcDV4O%3zF zhRADcl`GlZl;1Gaell{^PHSiR|=)P{!1(z35aH%_`-W(NjvNsKf1 zgh8Y7uM2!#Szd<|T)bInDdSL??3~JDer)K_W_UCyI{S6@e4oMa3pm{I@R(90L2_ho|ghr=G}hBW^nk`WM`F+9Y< zldwzW;LiCGRQnLVnB9@48*x4St3?Zs#$2ahzJFBlVjnun5x?Lg5IDN|XwP(J1ym7F5W6_k(0hUvB17<_yrA0Lu~v|gq- zZM0Uy?LTBo2r9>$|QP285gInxBs@cZ)zau78qmhHjSHD zm^HrJ_6+?o;gw2@Kw)Q7J1&clPVH4@S1>yc+6 zk=QK}qioWuQkcA!)Be^YXLjNR@qbbk2r}gsQoodrTZ^NbItQr`I|HBZDlxr5i#wao zWGj3vyEE2&dv5s$Dngcw1^`JPZ3yhj8IT|IAHE&1&oz6~gW~bf2FcW*@_&w$JQwrnHjhx3`hL-?()lkD#|N& zu|Hy8@VF>aMs#F%_1iJknY1JoWZsP(@~A~FM`w}JPf~|wZlWP7ss!HU-ub0rWD<>m;S1g2uN5`rca4r?|=PxWf7l%+M`G`XqMht zodiU&h^Ov-w;s~}YwN;ouPXBTvvvPo>e=nm$om4xiq4gf^qF!-J%Tk0ysZ6dnOGuCwQ01K0z9IxxzX=u zsALy8u6QBCVtV?u{QMr-2UJn$_L-8jMHajc{|E}vW>S~_vJr!L|7()#^YTA(HOQNy z{>;++S?H$$|H0Q^A-_VL@mfqeBAz^P1T9!``v(+4Q`)<|^&-5_f5X-|{bIz|!SeYg zDqw&CMh}*6ayE>9w1DV9!M7d2Q-FyTNLW`llOXC$uJU?;V+K9?%7Y(Aoz~vpimqjL z56&_)NjqF$fHrznMSEfU{Vm5D*GU~@yx8!{uQU@`?oKo-QOFtA z+xAW8cc4cD8nKO?gH*>6KkHNe*6%ZEVVNKit68=!W8}y-A!yiV!n0#ze}8I>sq5Vx zWY}X^8jqC0eefgR(&d*D%M%yVVRFFq^_ENIAd7F2UWdOeYy1(v>GJ*A@2^*1#7~ZC zEJnnq+>tO*R?wtrF5>?#=V}~l5)NX_n~BQ0 z?vNRYCto`HjcHU}wdArl{piN}MiXeb!`b6^E%Dyb_b{5&3b~ie+3h5IU$XEX{1}^y z)GWCBl$en6`In7B4ll8TL=Ocys;I(OH{Qgl>kp0yBah0>axMG1OvPrKUm6StG>S6% zTG$Mq=p|^QQwy`O-<55Mzlgj3=yZ*GOhXe5LH_R9&aq&M7%j2EOj34Xd2#c6I^*ul zMO_p0w1dW0ZS?BRN-?&*c5boctp5#HAPdh48t?nTxetzTQ^R^+3-D^xS=^+gq6&{g zzkHmy;ePflZ_Is;|23fjm-E5(p| zr46u$@?*^?NtrvZq8-V5h0YO4$y6wXR8dlKLj@?4J8k8r>(mZTj_8$*!ku$`*0QaOK_I(y38C=tfp2XsmD9FhsHy2SK+he#7#~TJr(6$4 zS62wGtxYbpfXZ!WX2I7|5O1!nNTKWPdo0A*(K&RCF48I0zGGVJwEu>DQpwc>l)>m>9A=gFVD9TOjX@~T(D zqB%+Or5l-FP#O)uUOUnf? zS5@^Ae~hNfJi8yp-6?^s2bqK7GwD8RITVFmFJtZ@eD2*D2#=%iQWQ+2PSb9Hh#q71jOlXd+mlVK4JvT6j_=R0I-`U+fjf3c8 zi${AdNNssMYVB>&Oc$e;)514<;a9{JO`5_#VkkVh+s3PUb^tq%JA3#oiuaXX-rQDd zdBfyYV?nst7Pi0oJ(5wqr+NhsUrfRmGrBb>9hHInwmL;W)l@& zo{Dm9HB~wuek2+hJ6wv1wc}q}x~ofavk?XVr4QD~w$W&PbPxogYcz7Q1LTO&6|C*@s1v3S*m7`xC3kgPpCdbU&M_es=qI`g;&UK zbH@2Pc(#Lr5k+^tu^{z$(C68@u}GOuT^7s(k6uXT3^%s7qrf9laokba#Bn$lv`@+u zeIG(90->&M9OD>7{lIebn0s@xnd3n{8+(r;benM?!ze5&5_fz^1^Gb`-|WeCycu&L z>WW%P3|$)Q;uBkYM`?5S)(ip5A2K<^`jE>5!8l=zVuO65aPr3HfYK*T_F(x8-X9Sr z&n=D6Wn?aw6nSynws*uv;2t<7#Krj)_TAtgn@mqDy5fF7)9fvJj!`~cfo+<-82DwA zikttQK*L1Guarx0{xUJ=1U$?0jU{3nt5?OP5q!DrJwbcAu{IwBgA2sb^EVN2xm9UD zNS;$ruf2V%xx0Q)TVZ#u;Nn)1R+-WL5gYE--K1l5_^vOIZ_!7E`IpCEcDs%RapLQ_ z^E(+^08Qm=SIt&J%tLxnlChrVn2u3y?5}6)4togy7KX> zhJu3J*W1<}KBb~o-)2)>r8F{CKVzJBLdqHn3wE}%rv{OJ{zr@b{GD%C8^(E!Z*f`1 z2hAohxp!h3UCz=qzkNF`d2mTDKN1Dhyi2@p8N7;n8}41;Mk8u974-chzuvh(tl1o| z#Zhpc-79W~`G^N0fxV<0un$z9jMA^zw12e_C(2>=tdQ(I^%j^|cla2= zW#-QhaWpsyy%zqR=^o+rUWn@oikArTeBQWcb3JUi+mK?bvy$e5% z;)i4&TpdfSSK>o!va}7vKGc;DXIP};d&C@t@EK(;LmGf$=ZYua!4kMMGJ;mF_hj4o z?)vWmJ7;@w3kT%+Q)Jjr3GKAIV}+)SWt##B2zDPSK6_nm;uYeigj~f-kIPD@?h;{p z1KtH(_MpwW^9}g_XwALHdbgtI!c|2tb50ggquu%vk`q?K`8NKCV^3$XRS8ouM8m=L^UQyCYCt73f`fFg%mL?bkaS zqN9UyE`o`@)8Z@1h=5~}_iWvn)1tZFlBJY6&^m0MI6OdoF78C8Ku0&F_H~9N# zeCkjtD+SU^YB~%>jcPlwjZ6(8t3W~U3#KHW@#6LkI_=OF+Dqt1X`esgvXoAk zXn8}0>L74~zipdV2Pg54Diz+hzMvDuIV!@9s2V^0H|nYs-SZz*vX!4aHZBQgr-_wk zt3eOnbosTWS?{k$ac=oIduVlI<6GjCM6oruBCM#JG%qp>e4&us<|Ndlp;EuMtUzTW z3X2*epCN6odAZ3=SLthg*#4O0OV)*d)ixPLPzphjLo2|I&Caga^z%yl6-ZU@!>OZ} z2uDJlf2*Fgwedj&gM%ycb@{Y+FLXh6zfI^?U_lf~O|4MC(zVyu5D0f%%DXJqN3JRz z6=5!AL!)trB20l-2Wk}|BYPNgT08Clht-tc>{UYpUOmbNBM ze3gXAPzjWj;SN72Hoo8j4f~Jbk1AY9q!@x8w~|K?+ufbh7JmY-YT2xfYFXBnA$A0*fFYaQFj8r^R$3_&?l@^w{w!Kt* z38&73KS8OrVoY|*z7-!0UcX0Ca+1uKLB7Sy|Pq{4)7Zw-SN~y~>=Pkna&HcS&9{wQ2 zx4fJYKB}_z<0wFOZW4ysbndHDZ1UY?C%D!g+@utOc$*JF9<{3SN|Y5!vr%%qSBc@e+Yx)wV+iU}b0KvaViF7th%E_`*(q zjEVJj14vPu4J{fyo47>zu(#gQ?Rrd3rAw+4q5(KWC;AJdA>P9QVi{*$D zfy{~_{o>?Gya=gPtvj*3BOqWH5{cyxwXZ76U6vfPXvlw^%6KdCduNMa&-U7^LmBcN zo?OVT?mV?}xtb84S>5jji`4S^cr)%0f`QVc)0T{>>)j7@lJi^3Sb-8(Om%Kzg?1oY zQ%~=x1b(q-_L0pTTw_0!>su;!>ox|FUA}5|ZrV#x!X-^6PvxH80v?tBmr#HSXafQ- z>5ad>jep%_;z>bXEgA*ywjWP9K2`={od{Hc#&7$I1KA_yM{H$e7`-M+(1?hJO}1Z& zXR9<1w_H(<*3;m07J!zfLYaE@&{&nd=)j#X{r&w{ARqXc5!vcjIoNC3B=Kb`e)c@v zfKd^rqRv||A6(jlx~r8`wJ=~$LD2;43W}osdFWPkx&!;w%5drXhw2Bo930NbJ9;Pc z;TMw%qU4nMks|rLZ&gr(JFZTG6HPuYMOc?pbp*K@J%zDuUW`M^Q>9 z2x}erR`*+$q?cOs2`H&3@hQJY0W3;DLSb6sr6qwa;dff(wdf>tb_BWO{T25_sb>8O z-C57G?H8j3@QJ||b*?B_O>5#B9WD8-KkJ|^ZI$11wEh^cd1mGST2c|H?s(Mx3L}94 zH@(y5AP!3#HnZgszNX%jV)Ui1q6F1(KSH9?7g^3-zU+?hk$M!~kcnRt-+G8Ajqy~cnnH)Xg(Xos6 z)?li#SkCZ5Uo$K)pZb(jmi9=~@clEN+ z2-Jx4n@f5ntbmIl->z(H%9@br)>j$07~IRa8M;5kZ!HC9N1eUPNlYiOt;36=bpmUeOK$RHq&_ z$nXwO9a(H_r@PILECyURvKTW~C!wU=ARr_5yT4~l+c0aau`)3}9&zFIldS_Ji#*09 zy54iS_WjiLI=K^>%pd42bi$dsp*$sMnF;d(#C8i?x3j#QZKL939SVZdU z>jhzle4$mEOjjlf6_jnoUzA;E%LC&Ki0PLu|28;JGHqHJf__1L{V!sMM+!}VfEbh@ zE$yK@an&{O79c#3i8MC3-odDioT$REn03TQzi+g<@xw1Boo+#&uFz$kGUldY&^-0w zj4d6n)p+2bF;?F+TX1~*<@^L;^v5bO4@GDYV_!UJz+IOy*L}WHv~jT6vcdj``|Q_N z>4kVUcO@NV^dc$0qcK@6@6A}?3CP?x!a?>P2ENFzBEGgrF9ewv1Qf@lw~J^#n?&|n zzAqD{0S@SNP!cMXkbu`5L-<|$POQYKSu`x(~&bgO}M%5A4SE)ep zG$ka^19``NxZQC07>qyJ8S$H)xhG$3of4#>J&iUaWAx0hX%zkV?l{>Zqf&H|}brpBJyU}YU;oD6w% zXFm0C8b0Ey%Zf9=dJU#_k z#fH<$!RH2^Wyz$Ty%7;jkQypIQ+sLU+WTrYT1twJ2-zP0q5&DP(}qY$LKe7Dybpz4 z4AAF&JzFyB$_w0p;N;CKscPms=Q6r<^@Z2H>Skn56{qXkju%S#vf7K-?=! z>*Q|>P1mj9)4|JPt-3Qedd3!1(rZ|m0H;rUkg;F%*JoeP7D zJKY{EWw0M2O^PF)gXM;vh@`#;wvg~t-_SrPWC-&LRs`oiSA}<050&WR59cDBMSZ1c z8=)}-eS=r7@}UKzRsjINPkh`(_}E@4LioTxx(T_BGC^9C$gv13-lv)m zW-9Ph9st5(w-<&_LJ_$3m;w1&ad8h4I7Luo28)%z6l%4NGu@J${GGCfR?uo&;mu}x zF&ZWmu`zsMTLuQkg-l&1B-WTNwg$);Q!I-@Vp4c`*PtYILH(2;NaD&W`Hb%qq>1y# zy$?KXdL2g01RaYx_}-7k-&3o~s1bAPixG)~DjXfV*tpd9d;yFI%8S5(rwksH5WfZP zjWJK~7sEmhgg2*^Cril$(%#Vw_4}YQKQmzF$i&JHZnUv)03ecJ9jO;&tS?lp*G@TU z9@u{3KYbE;qac;^r7c%TBxYbu=1Nk&^Ww7hSkVeTEIPCjE(;23Iyg9d0B8{m$cWM9 zVZc^WPwpOcA6}Wz_)necZvZaUk`e2&F;7%jCU8>0Jym9HZ5@ovD2jfuLiM}YA#&3^ zwVnfhpv{usQ)JkNB898+&>a_nislh0YCTbPS<`tVxHyK6@S6TS)KSm_g$@E9`uz-- zU%rAjqGiMLGfQ%@1f8g)Tr@ZbRAQh?w^RuVF)4YDJh6#mU>86<|C+mIOf&H1(aOAc zN`A|zIp16XAh_5W<5dPUP-XmS0#};(a^5U}OjRZ&560$$U%kH0af!9gpk`-aHpM3< z-M^nJ$9#SFc#_6ov7ox>=ea1hixrfX8hibtN;!8mez#5%kP+zjmp)M&URZ10=EEXD z%$=l^e}I+hjA#3rlxW%nzGkS_dB3qmt;Rw>253}N@TYysN6A=vLK=@BCOYF7)9+RC zjLpsMy5xJ92&n&%qiJO))VwmKYpl*Ea^WUyv1ze$)KMLQ8q&1DU9&gKv2)g|8Q~^^ z5CdhfPahc;<0$e8sh_WO$u@U_OJ1@&?iF7ZfbKUoH*Ge)GN2FN=T7r zXU#zXS;c){CRs#=2;_O}q;2#h&&Jz?huq_5%b`;C@X=mJb$AdLTdwuj&*dUbeCxam ziHy{o0!~m^G)ef`9By_(ngU6Q$N9cn&DksmJ{4I|^?4zsn%cK@5Gf7?inYpEZ_qX+9*?Bt*6JGHY;Df)*J2_H*gCA0!kD}-pAEIVJ zrvdy)j&W!xWaUiJ5!htF*PGNkt>91U5{l@_w@S;S5^*A=-pUV&h$Q7!nsA>R8^8BP zl?BEHCEu!Jiq3LLr##SYY&_m$VPWPw-s0DV(-&q?qP@5&fR)y_<^WCnMxx@(=PDii z={|G%CZ?tU$Xf>H<*|W(k;u_6Q+IRksc^L5N6#0RlPi87=OB`Bf{=U0@k^amj`


GsCdMov2xkfawP$z0Iw<9#N0)RYKK_NvxB$9cwB#>0DUe3^@lfgv5Afv0Z=!AGk9rqss zAH@HC&Mm0b0~#><>MgrCQxtvbquQ%p)~pW|O zx!m1YhRAWCRDKwlOiE*3X8csv2H}T#X2Zfbx+<=fH!?T&^0AGbotVmkM$BfHsi}Ez ztQ2bN%`FZw(T#_B{c|qcoZmkG5I_=B<;{K;&NP*6&)Mp&F7^lqN82;d95^{82ywL= zTHQh;F=j*@-_%-pkT-JU#DQAm{1nU{qDFW3tH7!~yA?9Kqd`e$a0_$C9@VLx`w%RL zusJp4g^vfV_`Bc=HuvN9N>k4WM(dp~f!k~;TspAPrNyn4E+uUSIy~9-9Cp?g*JFlc zGQcyX^YC+HNy(c%+!$>2`qxWXwF|i{%d;og4wK z7&mze$)ziL3+du!VDMJ8WrO+$yq3P(sReKvn3M{vItWHh(=Q_Y}aYBPp3OP3bd+*60lTwYXtEUh!XTpk+S3F+V-^G^${+yS!H&HMG3R)Xv1UBFX34q5&6i00%z5NG zrNG-XnuRgrncT+HvqYJIIoS-Abg05Koi>_#-#Mj10eP5L(Qim0*=J-GdFz2C_`B5~ z^eo=>n$q~FC@XO~)~1KY#_hZfbT4nky(v|-wROR&UQQ)6sF5#W9HnJ_L`vf{36l|# z1;OJ8P0NN}XKbucc_?3f`{oc(^xmv5#0J`cjJD@BB(|K)sW`S$=~aM=h9^@p^zn@p zG6HebmLc1YP&M7xkew^suCM#hB>6DT)wQa5x*Hv2x*!*8=;=8~nmn&$VJq;9mGTQ` z-K*V)J-CxRJNn!*8P0LNKj*l;6K^s-8UG|&BPWN9dO4+!m)%-j4FBP1If(*njuekw zGz*Jd0tzaWM|gZ=6B=l=1aR7?Rehp1D>cQ-04j|M&$EC)42ZwuhG#Zp`Dq1PGwaa2 zh1Ono!)X7BnI&+xpcX-cn<%-Qtz|J*a}Dv_*f^|2P7eBJw=r-`v1>zuj+0KfJw}3~ z-c#DtAKUY6+4A(ErQU2C_~GEc)l2B)^r@Ab(zwvk6YajFHq^#%-)!f2_p;chCC-!j z=dDjte2U>T_TVrK;ov zYkPHkH$1H|WrW*rOS{JdDS0n*NNHJ_U;Qj;ZpEg6DkQ+FitM2eZsQXWTc|2#s~pCa zdo*pI*9cAP!GHt6)WC-UMt4(xBlWzVID>Wmoz|&CWmT!wd+74QwX@Fb>}XRYwVfw3 zBwV$=Dqecb-(1{3RFp`p=8-_ChfN9TO&iBhZ`iPN#bl*N!GUP}UMZjiQ0pxM-hs?A z1)XU8U}(2#j7e*>+NuKM`Aj*;YRNiuTyPWX9@E)n+MxMOp>-Xg{?o0!oUEOR?lw9UxvHzu)(&?{SA1> z7@=92WAelLMU)kdTJL>LKfJ+8Z=OF6ZoSs*yLKfK z&zGD#wIJRlg=`2??+HS8dActXTzhgWSKQrw>~6CPd;cZr`7?5PPGm5t=F{3a!Ae zQfssLq_9S3!2`-_I=8Sr!`AN9kH8YWH~Q`T;hugGsr`#jNc_CbP@9Q`t@UM0rY#F2 zi6hQKm#y~8!PA-w4C{Wqq=Rx3IGbHPYP0Xz9Vg4nivv|Mn$|D8oHUxn&{uX2aS8fm zp<4*DvHCF8(P#G1J)d+&#n9!|9@!!~lmXC@6we^n>3s=xB7}x_0diP@Dx_F1B4fWI z0}+ATO9R`ZRXLCSX^i3(7j}UCZW5vxEj{T=mW)c~g2{?FUKDSyBX$V2aMsPFE}^0Q zvQJtSHO^~ygXCA;WLv3rVCHuYJ4Ul)Y){ucZI-l~$Lp-O>s?0g;nP@i0I6V|QHgi( zYIbTCHloLLhPpZFc5r0U*R*u9zBShMnq8Fh z{U7dQUkqqq?b+LQG4x6EP4l$@1BW)zWeN)Oqwsqt$;N?(7w1}GaE`lKt&cB^zFsa2p_KdNz-fY z7^8>Xc_xz=H$Bl;wtm!!QdbOiehz4-!UW`mn6dH^Kgb7f=1NI@Y(-M^ zSx2C$h!#8;5oeUrBdKhA&!a{-@XF&`gj_Ea-(7lYOj38Tre54^3%&CGsR0IPrEdj& z`}U&5IVrhXI=z3PHDWR-$^AZU^xW2DL2JPGOO%4PSSjAcUJaM8JgDFoylLct3h5Q} z**#zQe||fGktU=3*#0*BxQ87Mol8nN!-Zt}ZBfju^SiTl##~*8uW1*@t9&4b&LR>x+S_ZAt*bv_O_(<76kLqMv*J zB;-eOb7t-bv$08-=Rln*UtkcjIb>`8G0c+yw2M*(tx!dp8?+lAHsydYS9+$5 zuN?DB24SZU=}kAbmFMQ>uVL;S66r`I`+o>;8cKoJzR>6W;O@`hZ~t4T_LZvH-B9;g zrm=YGbb_EooPDa%(V4T>zJV33(q~j&$3~YO1d?~+Ihw`2(D5uD$kJ=XtJkuT2Of+gqU71Fp*s0fumy{WU0fugZX?%AN=C zg@t3zOZVafYe)Rgrg(sSLB|xJ3Hk#c(72(gXulE)nyn-RT3Mj%stmB|EY{X`6tyHI z+(OG=0Y_(2Ep_Kg-Kx`Z%Z!mLrjS=kjHXrYUqK8Dxa$dRAOrS)~bFo;Q|ds1#Ma&r3wWPi@e*NcHI{` zb%hx$Ehk&{3vx}K9C*~*x6y-1m>+P-6H0%dKWcOzUILm6nB<15O5RStM3vZqKn&ZT zPV}HLUMba3CpfE}11Q-#?KF^X8}0iJflCZs*Ir*$_#6-2u-?5#^x*>$xCT=RbkqWR zeLyGBmvaUjJ6Zre(s)lVR?oi@37*X;M$+rq?61gD>Q9fq_NMO!;eoE#?K|h4usO!?fV$OcLzfZQ#GFTplK2~aRM1Sy7vG6I93kh7Q)S&9T-4_C}-w9L!;N_%GuU}XCc{;`I z5z`)hS@_*!jEft;N31Mprs9I(6u z%LQ7#F*fVZBtE<10n2`_PRabz5)Sw-rtZg>-6zA0m}|@>cgb*p+7JaGvXz~~JD|Lo z2BK!IG(YfAy>pp)I>1u(X&$^Bt>E%bsQ0YkR{itTMN8-CK0`z-$djO(i-lg-veAy7 zXE8TaktmuL1r=h8d<(?1~upq$C&M~f9 z?xE|WoHODrAS-L@nU`L_B3zU2Yhi|f0xxrzj9uxlONurreY8m>dD89T=?YFtaQDX1 z`;UIu25ALcy@oyG%_wi+#ecFTjpsn`5D|6zZ_Ko=kQnFR3>1`~l?s@x;!#JIuZ&}Q zW}2Iu*@7HJs^Lq()JNk|y^o*k443@)@HQa#$`O&48%wt8>O!q>wDHHlJaSr?6V|(O z$+gT>zBj@W5shUQpA{3HD(OT9d=%ixtN_AQ{Hg;3jyPc6=n3O}(b1`X@#ZZ-_`}<4 z9tFAD>WQ*iWN!ztAAb(2Fn?GlHepm}%Y^n*0686WWGidFM*@5C>$aeul`!@2&Ch(@ z#TlmmZ34Twb$~1kbO5n$W$&5w?>k-Sa%qBACH;fyVavW9rIA8lUUyVf)tXI zQ$!*83lnfS;2y<+sa2Q?;*&0PP63Mn-jn{3Kw~1{A&p{+(!d@}lU>h1kHg<@-r9qgpkdH! z;oaHWOJ`%l<~nw8S2f{JHYlt0$np4b;DQ8UV!ks5t{2F|fB%0syCtIk8T^bkuK%xm z>;D^X`~U0T`Nuo|AFF-&>5#Z~i=SxukAd)R1e0+jX0x>o>G^#48^4WvH8XmFD8?_E zvTxTfP%zf}gSM?2r9I_SMz;}uyw*4S#0kg#x;pcs4pd}_09_-4t1DE|`MHC~%8Fv) z?=G)Fnuf0hY#Zx^+V!sNc-O}jodU`nU8cnp$0l|2gNt$a@9t`7xO{l0bW{WHa_YKW zlm6=WD~2p_;<=ullonTZ(}aXvN2eZy>mrsMXUJ6W6@F;_T$EW=6;30{Tv_gr01P8y zOe^RAQf}ewm7XV#kYAVHwcHratRyDt1y8w___*e|o!#@!-m$T*rj6Zp@g{?+R%k}w z2Nm=u1|HY~wcr^o(Qry=!=$;=JYPM5FVyb(fLgD@>|K#vw#rmEaT?#4nQ=_@%@y&` z1xiWVg19P^(X=m4ZG`zcMCctAI6wb^q4O=hvq*ERjfY6V_MbZ)N7tLB9z%2#ZI=&L zmXaLpIvABT9~`9vMnFNF(8G^!3?6vV1aKnCr1%|iTB?4 zUi(g+ou$qp#=)D ziht)J7b99Vo6Q6LIY|Qx4Agej8lxkS=Qiva7cxcJzUME;%Pr#On|BmX^W!$)n@2Cf z65xMS#?0oeh?wbqt9TYhZK14b#@O3>QC_L;`1}qp7uQvzq?C1+I1+r5q$F;ieHGhs zqtKTiPGrG#IRiTz%fL{iMzQh{^7@5GESS;u4x1n$ z1mWl6))i6FJ`r4Ze0=WEy2_-EY-bi@Vv1j0!GvVk*kI4bRknv=F0@D=9u9pjzBx8r zk~!yQU}q;i*@L;@;D=XNk&4P)MSQ#1fqf(AvfNx`XYl^p3OXn(I$ z)HcB{RM>eA^VK*#F?qC=MRN@dr4Fh`O=| zCccH1ls%n-Kg3ToCSp_s84*G!(n28dFiV=+Do%!t0Vd1+ z(5TSSG2)3L=B$p+Ak&P{10AE)&z~@3O^MbMH1nXm_z3qEnxx4e%iO+)Pa8C|-k*HC zzo0PN-`Qz@!-q|b$wnIR`F?0pP0gq*o%hbTh3>B13JoKnz5_1^4^Ak@V?+?WR4f*0 z@O91Ts?dv0ObGklq9>G*|f_W6h7JV`&EHIi+ortY=<#S1ih)8j&?nxl8x&l@ix z*~uy~<(M<>b-+<=SRMiY+w;(c-cdOmX*QKsos?>$>WQ`i?Nd5YdrUr_sqOA zTZy?el>64limukVikh3PesgsQp;F&)kiBm_c>Hi{3jzU&3AWp`8Sgs4hu(Il_n%o) zSYpU8uV&{LR+D83zsNc3z$lWEvfTcQ+4lw~_q|4bXkIyy4b^=?e?q9IC-=>%jTLj| z+1Xx(7;u_g@qK#q)dh!`TDBP}T&8nxwt2OLoeP`)MUbQmt1Hoe?j9gjo%?;q_xV?C zpYham{Hn~%>0C#wE9Rq%&BVv7)pb$2dWq|GSGT^xqA?&$FPMyn?ikQDGR#p@-oi4k zo;8&?kuJ|o)oyg@+F@c?(9l|ZmFvn+E-Pk|kW>BA!JyAzfr<=G5st!2GKruezSiiL$*_J*$uw>=ErnyH*04WM!9*vyjP3Y6O#RCpWYcF#rXH;klCoQA*V(>u{mYj%xsE@ z;XNpvY74v-mdG!UrYPy(Z6)#M>T|#E_ex4+*}T4};u0clCMR>*2*u7Rs-T|OeezVL zr;j2(ZfR%B5#t|CNxW)`krOmP#qg|wM4Fx5)p7cP2PJj>;?X*W5)wc1 zKSsw%@>mHMh9p{fd?mSU*^ z{gpV)g7HPBu8E%%1jqdbj4x8SMH$|eY!Q{&E(cO{h>c!i(3;`1)XFy3Nq!GX3YMj| ziztFZ4?04r!@~s%%I9uR1C@ASS9Z({1p5BXqruyS8tc*KCx~>ynfiPXXSu{Of|hak z7aj5d!wm0O@I-!(j{e#5m~&N9o|y9@o&-XIi4U{ep`m^0XJ%YhnaL`$P4BqjAyvyH zU9h`7?u=s@{GiyQ!(2bgePf+G4|0B1ptrsK=DhueJWR$NbzrH)(i{_`Rr8uL%-~xH zcx+HCu^ox2KP|{|2VOYY|9-{MaxK-x>`&lHFP`T&CzWfe<|PI~hagkuZA3jn@v=mJ zZ4j=u0!87V^nYP9cl7_JRNysW@q}T0c|8Sbe?BnCT#su0a@2}qsjGoCfN4n}^>X`e z@}aR%|HL?)a*1DF?!1WM#X|IsY}&+IDOb11G!zyP`3$xZD_o1u zhWsI<*J=)ezM8Cv4s;O&#Y|yu&O4nD6N|prRzf^_&jq~EqUR6Bo&Q8MWe4{*h&rf8 z(I&MVQ;E1qvSkMu2R|JhEt+W{?Vm8nZ~R<~cL$xUa0`bRCrja4QV!JAph(f&u{Bds zDLPxgR+d9$XbW(Gjgk2D>C|+ET1xj%Tz7be(E8i48)L$SsHRp%bR=Ca#w|2^++*nK zieQolk7?<}j72z8m&*rb+`l;^=J4`T4UMpB&;zNIUYp&sG*@=s*;lz553N2L97 z=RfQ-Cn*hCmTTZglOz5&nb%|4ShL9s2*;^9LTeL~Q*+PXAO` zIlGU3nVA!{Zglbya>Mr$H;Z=9U42@=78sA+^v6l>f9 zuOa4|6LGqjLg5&pM9ZJCc_5;U~Qq zPOipS7F2b+aqau$h?zlDtwnI8lJl-&-1^w)=d2Il46E{z#Wf~mFAYj>USoG_1a;t^ zEH6X3ZneCD2QmcY z99vi4{V={YE+ll-NN2!yt@v9+P3og?Q79DrStvZo5O3g{nVFF9qAExaQN2zxBMtuI z{fJ=Z-^jq|doy*Z>bGZ7lf~yF<}+JYy*A>4DL%jbRwi@}BYwJa@X=5|ccZj|#ASf5 z3zlqEy*=C_lYfxe3Tq!UtI4Y(?JwX=!2Q9PpC8L4k8fBOR+h~iw$lK!ovBRXecHwI zHghh-N(boxotAFF9cf?Y+pC))IS#(zGR5|2QdlMV^-_d8U|Uq8ryHj;fz=Vc&+PWC zttt`s+K+9{ zxV5yxSP9~eG;Y?5!I+E&1*XhJlW6e0BgP8&Jml^Ix2o#Tu!A|*zAA?mBkTbzHWPF zRIt8-1&Kfew`*%kJhkKc=C>Q@X~)IWeo4lPLf}gW2j_2k;}A!;G#Q^Z9#07+mOr~S zohp2eaF=3)bT}Yna^FuOm_Xeo1hL`+&vq7h3C(FoT?`9gXE@DtU6qe1d`^z;kVV>k z&Ts&@64pOWtKf}z>A?W-Bw#f2BuuhPtG=@To-~LR1Q0L3vU5*RZ2a<}*Y!0gF|wBIm(y}1&=v+%6bzvtf<*r`u@@o9O4UrU{ynZS+-VV z`Gt7K#E@}rzLxXEBW%Ae$^Ov<4{xzDfu{;Dq$S!`?{@z9qBC`VZhfi7tiVCGu2dIK z^5)_;Bdi#XMpuRk7-YyG`d6vy?OGgRvB}BW#MIx_#kT4LfBLPC9At^Z*8d{|0z%*h{iBKKP!2J1a1#ym=a@_fK;`%x)7Q5 z^c0ylQ(=fB2>{GpF!#bCRN1VuDVWSiwmUKBJw>%!Ep8LuEDylzqC+58lFO^aG~Avm ztBWq#F5SaOX5lzSr4uFM+#qnZrY|VWs-3Z;vIhtALQZMg7hA=p;U$gF8oW(DFh!PS zXFr0MWc@L|awT*JRG`w!oqmG;r>#!$bwgm=6I;7s$Ovj)h$lTAKl|i)z6K?;?Z2#A;uZUYO;DlBL3gr$s)|ZH7#BX<~5N+QUM0ALa ze<#vY{ktSGAAtmr_=;n2r2TPQds}vRY%+C|zyB7&>MR2chE142fU@X_6;Crm-b=Dp z&(3nJla=L6U_;FrPG9W8dIz2~WJgQ0)+-sM0E>lGbc;6%}-7P%X*iE$2K zP9vG#c%F-5R+v(5Zd&cn@c|8eJ|bBJ){BJbWKvf*{Lk?w8u)a{;#mYzN`0r(w+M_Z zsc3sJtqL@s86g|U(FxPH5=F~)%R;L@qFP2dBFNOFbC!^NFtZN|H}<^x_z<@AG(94_ z%r6>SRc8OTB6EP2(d+VUh}~|u5Iz+R-!76|XL{E0z(5*eFBw3CRxzLhUv%;%7qDzj z8d{yNHtDlUq@`my;|#|qZ&?d*I!{4TaO((_Jl`P$$lC@!v$`I?vND_bnK0tvNlVD; zjzff&MbKddo@fcMW4G*JrhC~zJV$w(H<`0;r(YXGjdo?!5bmpVd?>RfiZg+h zkX}aV2<(Ee;2V0etgMFttBeWAmQ`6)#!szW5RQQr+`{BZ-YY9z6O)tn!*_G)qdyzG zD-mc{9tgel@cJ))f(@uPT`vY{5}cyh2G?s{7IK!Q4iAo61F&db>FxjI(i;EGx=>cH z?&qNwcqO_a?i5x~h)pIfjaCi89#S1^3*1W+9Vq&yk*@$=pG&p~Zip;_;H581)CJsh zeoWT{U*9Bsv~?Zo%!FqVM2p@;H5R)cL6RA9Tf*rLKFt-3{$=TYhZcZ^g%_Oi>-@a1 zVr=FJU3G#m|LE6v*=Lt$;pWLBHf2bYs(^~df3V@%e5V3RNQ+qJxw~-nPAj#6hQ=G8 zOIL`z$qP=pI!A>cSE%$O^_TE|#fA2pGUk#gdUPtHCrrRRIy|RnJ?F`=wkEl#2u{t= zoCrkWD%40$@bkY=8VdCbJm#wS7GcaOoO<-kYlYw&6dKt9lVyPnVH3%h8sM|WV0EBW+cF9~Q9}B?Z90-D0`f-ZuFWj*`wrU@`&9v}|r}bb9wI z4rO)_p8gYjQ~m>b1mxebaO^RSjqwCZy>xZ2MeprO`inK;;pL3k=X@M^+CSyv+v)UI z8E9l(&o6z@j9Jgg2}mhwfY$fRUDJ@MsdZl-S9FO@6GLxT#S#LZ5eYQBaVIDH+3)zj zHz!z6v;5~LxZ*LfvJVSta^!CeDual_>ktSRkey)J=O2AXK3pr?V-1)}9#F|o&HVW;htwf_0s?AtQG{zeJYhhw1N={ZTT^af z{0has)rr0EAV>xhsF{`KxjFB@{T&^2B?wk2GHmRc$>mS+kgC|B9Cz1LlS$O+LYyq# zYQ$}BdOEGv*Nnz-%xagV6?Atp0YETnZqA<`EFC3;E>V2{UI`}Wp!fev5g>EsE|0LH z6=#rQIf5^%M*M&7rM}}J8`~s%8{x0NcJJ4&>`|I1K1k^z+X$#-j%|@}{af6x6}|O^ni>s z4$7HW1GoZsY;@MMmX?<2>rt?_vvV_LJr#C0MFu%Xl1C*U6Y08ZJ_$FoWO=aLMsEdH z-b7BW$k=$~V>?NhO!8gT^CuZYLo!^ zLPLk2%)tbZu344e4wGHMXKo%Dvawx;=AjzJBEGQnM)4{_lxgegkkWedZl2HaEA)~A zY%8_r%dJk7wVN}~KEcSWI6(HhlX(H2%+j0?)tUh4)=gxpEWs1_MO9ojdW72JMT zp4{o_tX1D5-4!uGYk)tXqV3O7hCj38P}{=L9*grz{W{`sCD;Bpk4JKH{yg#~%3ZN5 zM5zp<1Feh2I3P8J0+}IkXh=&;EN%NyzCO>WzNzC$nUC1c4iK)Fa6BxIQF%L9>Tt^}xu$KJ?XK<(b2+^hTEGmALB+Ld#k zoJ0xN|MRCo@<5qe^EVI`>*|HwVj3%CcN*hNfaleqwtcU5pF>i7FD07%Et1V!z4$cS_^Bnym8$=@B8NKsc&pg2sHgxq<_+ zG$WzAvy+=(V{jlGh~y)>J%UT4{?`Es<`!6>K>@(yM3LP{B!}?P-X?Wczngn()U;$z zx8)@e2LWx3_nkCDzhY$dbDW#8?DtV5ssNUL(UgmQFL#Lnl+y;J`UhU1Uc=!<-Z_G` zWfmd7rlrS6UF3|=ZJ$Yt{Jr0XA8-D?)2gqBfr8d>my149+qKkSVUS#tW%Z+)B{ReO z_=_E-i=PSSjm;cnK%IS9fUWybYWIio1Vo!}(1-(Y6vEuVW zo;-P3zF4&Nv)1FXAa*YYTS8qMR_U&Pu%Fl8IcZBBwb{^%fS$6%AOqZgSY=U%JuKYJ zEYJAwa5;M#{+&c5x-*Ub5!v`ZBWc;#-u?gf?@PJIL9{;zI}_X>;OCKwhH|;0W!V1! DZ74A_ diff --git a/gatewaybench/analyze/ttft_vs_memory.png b/gatewaybench/analyze/ttft_vs_memory.png deleted file mode 100644 index aca6c82f0157b04b4326b2d2db26a53ebf0e3af3..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 87310 zcmeFZbx@S=8!x;_cZZ~eAR(bhrywBGprAB}NH-!WAYG!AfOJYXQp+wWDIH69cjvkH z`}6yI&%86|&v(u{XU@(z?&$8b&))ZSU-5|zQB#q}$Dzi7Kp^NtX{VB0Iac7i}iZ;*dbFk^&2Lr@@)=d#jTZpmBIE^gnn zX)yLgT|VU1OFQ6@g;K`P3;5euo3>BY*zGixmGK!{w+Kv4H&({nLEqTf`6_UJ^8nxL zo7P~K_ieG&SZ4v7_<-oDScw8htfI8+-^Z}ho9$@`)8EI29@PWlzmI6e|6R|WC+ku4 z+ai)`9JZG3e%AXHde-`ujDkG9u#h$o1A|vk(7&L9)YGeh*Le>TPA^QG!^*ln{dVw6 z{ER0d!ga^SzOgux051Y>prxHUWyh9^j_T9v$2st+o=SY(iJPWt2mB_(>m;Lz92clj zYboRQFw;h1-GS-)Q+uo(uQlul+RdKmX)1Axxc129t+hW3C*r5Wrf&1!$rV(Thuo6# z%%-kB_s4%q_ut<&gjQ=>O%mP`faQGHA@y8&%yz1k&Cn|<43@4q79SIrkyS~SZ?P`q zv;OGj%AEA*_;~+Dx5VhTpK#G=aa%WiM|QV1S~rPpVCCd_p7FwlWpG%ix|UY>cr6;O zge!@mHhX7dE@I)1 z4<9}Zr{%*#x$*x~VNNK;@ytLP#danVzWk>^p}*5QXjDTtNkABDh*cE=(R%fYk)Mn9 z)@BwzM3xC5r>7s`vU%Hs&gxUG(rFjo9c#FM^1ciMH*{t;>svGHMeu3*XZj_iWfPWNveN zBF6^#B{N1lr1H_3GEMjT&fznNf{; z9BSu}Kz(mNonJvo2B$e6D_VKP&u@L=EhmR>SMXZ^xpeBArfI`>482cDEiEn4x@qaQ z_Gf3IFgUycb}h?99Ee9B%;=Aq@l&y|R05g?VN*$MLB{f-D_MEDlN#7tIGpMI=KGeO zVKVxiVyYEMtV8qu&jn%MjBay6e{@l%I6Iei{L1totM2aUYF{Z5b=Y@&U}CbUuA_w~ zuCITzW#Mmp<6mmOBfiJLFJ%l}_)3CD%O|~8^SWtE;%c{w5*;DlbYKR;N5j=)nY4R< zutF85`lHdgrjQ4tjw@o~H?cXv?$_zaTJn$=jN0~#D>kwnt&Gq#qGxSw4<0`Bk4{G^ zEGqodJ%&r#9s%pg|7P_5{XK-B2rI$2cMnODRbPv47G9f^N}L^8&6lS_W&Vt-E7sU` z27hA2@zr?t%q;V=vXW;bJlTyRJ+Uv1 zAais=OgLP$M9`#+s=d9vw5H;jp`>9?f(W*$e8eXO77h30z@3imJgTd@6T9Skx4Y;8 z&q_BZP`|N-w}dXgFpG-#$-#Fs(SR=Mx-0MblmrA+L!%gSvvtai2r4Vd%-;#-?#7Zw z6?5WwEgT73U)hPm;dW_xd026A6j*pve!1FQLGe?aY#%#Rf3(fg+{&CCW5vX3Hy4`| zhSQ1PiIQv}Q;9smzj>Iq_<)-oHcIE=uyXZmDl}ZqTN))xqZvMhCoz*k^~95kqCd50 z&)Yyt&(GL27t5fgBkFF5q|dp*`bU-2`rzy+ab}&9ix-^xtp{d)W*Yfq@~X-0uuL}l z<4OFtW~*r#4R=;nR`&J}r2dRY>y+DbD}_hIrsSqy*c`r7?r47~TI#VYE!)waS(=A+ z_^!WsEVW^5ZI+E)7#(`^i$1r{K)dl;&s02QZ>rUo5H&&(9{B)Esj3v?PI&H#5P1 zO6_A};^4nwD5pxP;qvj*gr=ssLwR>Oimt9Mqj&Fc1hvh>?+V``XFzg%h|y;3r1^y(Lq^^b*4oIfTCY>yT*= z!iCoFPPOz7H0S5&L}6{bk01L7)pN?>9dMlljF^ zEjaxKm9Nytu<(4*4t9e1!B&okVOcUyDfI&bs1#qPcZ^LVa63+=<%0}QgY%B}$mO1W zJVzJu-bjWY2pW195AZ%uNl7V&m*d7i-CNk)<(M`Al_NA%5roT}iTwlb8yh+U?;Z9+ zoujoJi(aMF(MirP3{p;Js=cy@)>rV`$xS1PmOt*T;mCi)Z;2io5a- z&)Gv?C`NyY3HO&*F&g24njY7rc1t{P^Z01Av}Y{zVc*uM%JkH`;RLRjeOqI0>-;JYNCZv%-Ws{Fulq8wCSw4gvnA$~mV68X7lK?99C zI~7}c1D{o9T5*Rr#`>{3;R_2St@l~xJNGqtL4hg1=VGkRN5P|;&db5b&4_Jvb4C*s zmC`zj@56rv)6i^PuoOGL;uLaU2#42!w~|rD-(zII8(*T=mh(`Q*Qc+C6&h1DymKA2 zcaXH3`Sa&bm<>)?=>CdF>H{$Wl(e)`BJ_X&u-~{=x0At?uOxhP={*$I9a21ZUcwfo zCLC;^$r*P?ic=BuqCq`RpZTMtHu%(Rw<30ZSlzBzS##%VTsF&Y|EOE*Ts{sD$1A(a zrzDfx2mo=abLOIlMF9I*B4IIlo+!gr+>TpvO(=RoOT^U=>Q|&Vrv2L5^Q&tF2i{#V zHDg1N!)qkZ@MvzPS#?qplKr59wy^3Sm(6lD6JSD53(wY9b{PH4}N zcw!fR`<4`zJf)Wmb-r8RqZ?!=d0RTME1sR5t<$jO@L3PrZuG>(b!#R{aOP5nDDmaX zm-9Wp!i1c5m~Kul!gQLBB(g6p7n)jI+f0{V*a?g`fqh+CT4ChhqV~SELZ$b%$G$n8 z3{z~`3GGr8JD(~La(Hw0{UHY{fjXbVc)6G0Xwi8(%;`xy$jlTy-$PzPuNZYH=xBn1 zb)&(t*EYWV;X%N`Rd6eWX!2k%@VJx-IQ33DagueHV`Z{^W-^@u@ z?pNVGTn%Rz^`HSQhu2LtcrL9hGlMTMdbKYo;ko)GVD*IzN5Rj%&TsvkM=sMIzklJv z&UV5G9ro6+8;&mOA3WszW`kTuub{{U5UgkGh<;x7_l1K_$@N6xl(TM>-(OGQY;Mrc z!WgwnFUBPIw=|;`);k!~FZ_cW5)-LG*cJ%cpVh+aFypyecQ*yFyz{0T%z_5l+xM}b z&xu+zO8~NECA7kDM?(zr2fYJG(wbvmEs&dz|RI=BA-@16TfOjEU0c^ zz&QR+R;pY62h083g?Y9V8RJGCqV65aNVTqRp5}B@HnJ1t{?69ef-&^&mEIH-o9z|V z*M)h7t>-To{Rop>sOtt(SudV`-`b)r^gQpykU@i-9i}P^`8?l8wRBbCUYR`&9^}o> z{$~$)^PA3ESv;?nKTwMr%G{iJ_=Eo{T3%Y2&mNn#;aB2df7sSYSfobH`kPc+doj$; zr`3G6P@~?4k~_d?nX|XxG&VLiVr=%j7S>^B>5gIGy(uo%bg(R!>$NlCLj}s2mAXgl z`QmN_j}kU3*K1C5(bRs?0X`dl7rP0%Dg3x{56< zACWJ<{t>m;&ESI_$CD_jYhPbiC%5iYmXUD>q#H6WTxvmT&?cGHFlU7oX}W#A%)7p_{h;Bjy*?r``TD3}mpJ}QUTMRV-4`;T3m?5{#Fo6h zi61<+YdDO4+N@^yMvj%hyCE-oZ-0L{1rVvP5iL_guWFtB-o?62}!2&Qyz2M>ya5>Nwy|E)b^HnK-DPl zK1by#)?=(ymAt;l-Evh{#(!F3(2@|{Vs)y1z?fNHPBK5n#B1Go527aG^?+B3N(+o( zZneLR@^0@5jU!;7hkKWklb2U03vy`W4>9KVRv=18?IuBYD0T;uAmojgOiPERjX*S* zvF&^pcx|5o&Nqi=?Hk_Q_3maLkZuFmg^$jrPsW8k&pwTpTl8WtK0Yb(&T3A z?ia=Ev*Z3_9BsO(N;AIoBMWhJNc_wSbMFPxwi@yy)L z)6~&I1Is0L)NCRoDvZn~Le5%LTieq4xvN^Sk3qg%Dvpx1l-~Z49}RZK0d<@(;ogfzeUW9t%wA>3@ljk2;L! zmRaqy>gh1_%-zfGZRtfneAoM_$VN3QC);!=j?Ry;2^mxEXaw?UdUFMt1^y@o-c0g{?oc|$}9YyOJi_wzkAo` zH@y$!t)Xi~MEG9kpvU~0Q4}&$f;!@7YIF91W~DcAVC_7y0BqUh4yiQ$+{Pufju%=DB|m&2CV%4F+2~Mov-0E54b73KjPz2g<>ztw+xR{fmFJ` zd!k?dNuDWs?tJVf=y8zi6Jd?gohfNkdE={b^*FN26K(E=)i1X^|Fm$VTVOBgdKe}?)FHNl9eukl5rbij_=p-h!z~OizA|emCxnV_} z@3$sDs1dneUtNlbT{V-yhEG5T92?m2&9B{L;cOtUun>MSeTmNea|8@r!Ofr2{i6Hp zPZ{8wJVj*T8rZl{Mz<{poFPsnMVReOTAGE#c&BiEk71kvxrgjUbY5QK3$EKy4vKyO zaiA&kQ(%ENOg!fG%#%by8+FG?=&8ONUF2Z8oR7{vg-!L40Zb!cZ&MJxV-n=e3G+G; zkVNPQm*gx@H-~5*=c@R{#@;tsBrV;CZu>Q#UaK}eo!d*_vv;y7-v*!Q_IAC|-qo>r z-Za;KD{D_a19Uei5af&i+Ukt*pEw}!1RWin%n)E^F$N{9_QU*CeK$_n-j&s@=2^P2 z6jUO?qo1GZ?%nx?Wwos-C#gMya__@e;RLji?4%t}CQs^CH+XNQ6GViuSlinb6qMwo zjkgbX(l04-yJW#d=RrA35VfkC6Y|&%*C}}XUJA;ZYfnmSaR>E2`SLR511_sPm7a~+ z(fOkZTzq<~p*lmfONOvD1B>%Br;`{+?kIpAhHYduznfGi{6@&ts<$sReJ`nmZ{?>oV& zjGwLcmmB{Xc@pc|N5x@)YERa6v_+H{Sl$%Z4pDt^=H4|ppvB(?4Adt1FrVJ+!qxz}aAZ61S9bx4Ycb#Cr3;*SIv`$Ih)T-7|`fhs`$4khgUCZ-!S-u?cf}#g@ zD{)18Ydy)N%Nnb=e`vS4H&l~~l6UO~wV&aFnXYt=SmEr_)i34LPaq~tlo~sRZ(2IY zW-?<(4w9(&F$g8x1sm7_%2=9#s<;WjuX8~>yEkY2ZfZU~ z&|PAffOZM443+Xsyn)0F7Syd_VD%CtEVudN4{vM2!d}=fZ#)5Lq*C=(s&Xi^ZX8#F zf4_vAuIpvfv%}IoSO*b>x4tnVPKVzo?w(p#XAis$z^Iaaos!&mct?Cz?bCGu2fNP} zJHlH9Q*ky;NAmOX)Z7eTjRA-SeQ2cI$+7hGll@W{Xv_tQuV0@ui33Ogk3mp*&tH1{ z$^0xo*A+%zGL%I}z{Zit`(ov>^qjzM%6h`DIh2XA){&93^BR}41JmW@dmFmf)2rpD zUjv-Xjb;Df1rR^u?u#6+HZI!o>hEp48zu43GdVE8kP=N1EN%wxPlxd@u<=^gsx61Q z_cL5)?jLa^H19Nn<0t^OzA9Z^M!O4-R)S2zfIc`h}8jsoDQ`#95Wy2Ij8>`pXcoPaBz_;i>@sEz@B}<`m@fUOME-@Qp zs)>Rg7y@?F*pON>>OgaQb6L#<`-B^;Ujxq}01o_g_L*gC+zA3p*Z%S)Av`0)Bt~0{ zUr0|>z`%`xvOhJ#&gTvDWws_qtjXc1zT0uYB;#Jb#a$ezf#nAN#qh*o!XvA)r;QZK zC(mS3eBK4jwbW($)9L9aqp$Y%5l0qkp4|V4Y!;0*=*|}g@PC=NlT8F^q@DcYH%Wj# zB})47gA>YW;PwvPz%6H=_;v5{nh_fo!&uQRB?bn@-tmcFqrNH((?A|mR7hmpVyU64 zVgH~4KX5p=FGc$-cDN)yYHqAsL?x2IPl{cL1+VS?eLtqkz(9;zGDmbU%1fUeCn-Ev zmU(XRIuq*NEh#}$zCdj3Rnyc+9`@tH-2*4|YGY%=NJ>%?wpav`gtW1G1x|xt8-P~B zmUFm%M|q=J%JYwYkpA77X`bq)#rx+&VS|$ZVNKw=2wJXZ?^; zT~m{Jb2q?g7baNXO)N(FVOumfR#glq?c@$kZXcFm3z#3--5O}M4}=^X9JNFurkkY< zd6`zne?L~nP;B&Ud`a-Fva)h-P;nmp5eDH}uD$p9n5ps%rMS4hmbSL(>5Yt#>jECY z&cDP(ha8k2$mROBwX=al5e5roUPyUerf07!FOR7zQHK{*;`s}<_|s$~>)t;tZ5*Tu zMMFPLOHB5Bem+0@=gWdrF&n$mvOT0(1 zl*fMJyv*@2dVtT5h?&xmcmKK&6 z@~o}B7ra1~(tc}ZF)&xMNhfV#@f}Y20@ul@_Lm5!HKHO2e`|Z|OY&C^-B+NIOr8=O zKiOhLyt_(}lAf;m;jxRM2+k$>X9lKdh4d4R!msOxyWUr36+5ceJUjT`(-vMTpdcac z0ES#yCiQLS1NVOHe@;MrYZe)o&jxw`v8pmVSKXy>US2KQuaEG4vp9+s#S*uP;g^kC z=_R>AU`tG<1AWZ83222Q32#oRkB*P*SFY|aE#X)dK8!2K6f(YgucQ0AYtm3pj|mrv z%x_tHz`KX&{4tMOhM!9-8!W4kpSZfNO|;0B_Q3V_8&%FXtL;V4$JERuWv}*}TFg*3 zx_|e|sMw~!6^?Tzvnsc*uM(%^ZuW}`hXcyTd{Di-&Mw^MpEgp*05}~x!Vx}Bg zrv$3N+nK_%RM=5-C?qtL9AQ@EOU&%*THR~;LMF41-)!`V-R*K@72Tz6 z1F$iSA_4^UCv>eeyWZi^q`NR5$0x=7ZIfLZd$^TiX4h$Z`zD%tb)@X&<(2)U5oAy!3*&SH zW>H2N8JUSqeVN-THnV50MMX3>e!15C$yZi~3+GN~HKvOsZ(X*RN_GSs&(s3clQtSg zwO_r;C@h@E<%EPX>nDOY^QE29M*E154twPT$YGJwP(xVh=k)2$rAPi$lm^6Tq?yuP zxglzVje&@qoV;7kemkaMeQ9UIZ{9K04#`)Jl@!b^X6sm~a>O!;Gi$n%!!4Y4+rITf zLqkJx0&H|M%n93?C*+Kd@!y$m5HjZY)$ajc^uuDTzorZJG$3<(CHJBf64H?mjVw*V z7rxdrY-|Lsj^-D{^AG!^ZEaA%7>#RLKD3n}i-5P;dBIGHkBj@c+kDEprja=UwXUuX z5<|%vKZY2iX$i!m7-pJmaKXH|IM#SHt=w2(2Eah(_gf0DjXOn-C9&Su@hpv8+blgf zHvZG2Ri=Lch17g5w|}9jsqhl8fP_Z-e!_rp-~wzgF&#}*%&;>^qPTY!2g@Hd-0XC$ zjg6^hLJ3guPgUuV0aM3`5*HVTguZb$J0b{L$JKpH%PT)A6jU>$c>VgQ?OIUs>o{`q z!m+)J-cDKK426n@2D^!D*b7_W5edc@k`P&Ima zrmj2U5L{fR&w=`+)|`?e&nNb^Mh3?&+D|R!&c|DwWHnEhP3-gFl%{~!?MV{PJgI2@ zao7p~?4VR1Z6Osp)BA=ehtzJ+u9t&j8*AH}5jS4f_S@~#Oe3PF^vHX~LAil{?2^G+^t>e7tfA@BGL@(x&Nvw*9jB^gZ zU}3UU#*5Kcc zacE}oj=m6OYE#Jt<@2-?$|7SK3|z|)v>*fWhIRbo68xCJbHX@uMM|C^CfQ=|!OnU3 zfC|K3^pTuBqOY3G_2x1@?ExRe^I-Y3*K$|pl!pXO5m1E9yFNBV){9GPpNJi`#jUVI zWF4}eU8i3p?%*o#YiR^ut%VFxNxplF5X>R}o|s^C5}u!+U!q`X_L4l3UNRz<2g-hV zk1blkes0e}I&GLjI-&k6@z+_Oed2fh$v@w22DY)WVi&WZ4XX@Yor})DEG3CiI^Kw! z($^>Q*4N3CSa`(}ctNP8Gdi79?}E|ZE?2reA;Y^}lvb+dDjjwK2>&lB(TqCpEKLe| z52QeY1*rbkerO5k>?>}0dwP4&B!ynTNiYrl`o?LenA`6UfH3Ca`(C9L+Y=d=<0N!@uW;7)??^mMF=Xgr6uIXN?~RBRHzcgaKXq@XRAw$csSt z!w&IhX%Uf0oj;wOF3}2~!D3?<$AHO>n3N`J)xb;FKD+-qDAJNe%~H8*roP(dEb}#` z+j~2pN5ElpIIF^v?&VH%{i*jhX74axfyJ*NY+-mZ4#}+64)}u8RcJi{7&x+=!@gAU zifQiz=8T;X&6ziI%d06G34H(${)|cQMa`bSj=wb`WCm@b>QaV2S5dY)Sz|f3M_1$G z*X@|@eP+xtyWS0=vB3kNXU@xJYJ^p^$heoL5?^us*`H z{9E-ts^w*M)5eD7)q(s_hsH?ZT}`xr)PkQs_a?>)&=BDaj}_PXi@=uXhG+lYSWDXqzlzeaYWEuxO7cqG@5L!Z4FnX1)CO4lN zp-WbbHeI4>7on$?5$Rd$e)6<*Zo>{x?YOG~1}6T&3PV6fgbuPbJc&m#EUM{DrBsaT zO2jXxzvc6O=Dg&42;j=q3=Dk1odguT`h9p{udQm9S#FS@%*_k88~faU{lV-|Dt z)vLcCcSeROQYHhqia7wmYNz(dr1~?ada_(!QzF>YqXeW?g?lT7xw)9P zuu!PM$B(s)3$L>NVff=Ds!4`&l|F&`_x&(l>nDC@W~M(TML(tI$Ku;(>MSHrE?#6j zQs*lx=bRem>C(ULy6+-~iGgKnRma1R#OqP)Oi*_L2GzdS3;}c{Q%M>m zT^sIjv~<_=YKI0iRhF?Q?r&2@&UlV$p-IZiPXV|J0876Yftno$XUv31 z6^@_8RM{%T@er5SWx?&emDT)NzLSvi(Ptw`kaTkCeRS6Orl<9YfX*xJB=ssL>pm`7 zZaqqKI6LY7wJMZ}dwyr+{)b)B&zpj_#_hu)_Rgh2DJk4Q5I~fg5DZXQ2l0$*15+pN z^qDvi{xMzz7kh_xU`W8BG-qSU%`zT}+wR3t+c6X~Oea_X87Vs6@Dui;T>4MNaGUxQ zb|srJG*I4@QXdfmU101(O;5cZ^*TEfM;!V$`&=OVf;;2&Y!o-PGsk6?k%@_oU+fy$ z9B=YSHA+o!+pZ~6PcuZof zT_O#H467;bc#nC@rYCQjzoP3Lu1fm(jZ^x|l+A&FHDA#}V!DINoH*Ba(qLneanz3; zg~X=x-u6E^cUMJ`!EBlMt)96GYAX(EHibI?&eROleeHa%Uhcin0D1w`ps4N~hbLp= zLu`wi4Bixa^IVTPb&Wqu@fg}=4=pZ5&`RLZ+#TzV1q`Hs`)EE7 zV;rwLwAGIVq!<{Z)N9>kozC1n;O&!&>z)U7>$Xxh#0W-z46MMt(S3$t!}YwV`?#wM zKF8dtIFMCt4BV!k?}=0`Q&Y4+p9ShKfV=ju`=OjlsCPbrIr62qzwM5x5hxBgGEGmW zDH9Lc8h- zjF|lLu_C7?E5v4}Ky{|=>N1`gwDi?n%#U%QMY^+*MV5&H0m4n!Td08PHG{2Qm+oz1 z;X-HTyid84!}1k#>VL|B^M^z-X4nkb_4`exWQXa6mX+~2Q{BimZ*__e%*+7?RSG~w zx4Qb@aT9>iNa~*nGGLA;Xaq-|%h27hqL0sPK?sk2+%VhK>t-I|c0R$DKGtKB0E^ zml)Vs6@2^zw&DWiKXZF2r>d&D=Z*?txY>P@txfWCael>5()*%1yLZbm#p^(Qs^-0c z|E99C@*X0}umwJ)RH~<&WLH7g=6}lFT9fJp=8|RY_domp{6WgKL{e-`KEnVXWi;8m z{ELPxj&^DHNW^__I+$MSAs{>px+#zZW1JZ zUCTKVtDm+JD_Y_J;a;Qe*dpM3kPRH8b}`eFhp0fZlb2uYn;y+r`0(NU#sZol0}mPo z-m~T}(uzFz5}@_jy4kh6xT_uNKE7 zZ(*Q`CrbVDx%}Wjjt5!{s1WlMoya!a6(cbIAbD-|fwBh=xMW>io+yPY&l%a_+Nlx( zay!@|Qy%`iY`*(PBuFwIgjn*!AlI7)Pw`iOV(jwICC1mwehN@JNzZe>_DE`9WnI^~ z(e3wIW5dnWx%lnjw7wk--Vp9Sm9us25$|QMwVO5^=z~O{@tDlQ=Ae_mD=sdc0Mbj_ z1U5K{Fp%L|pwZ2$Ltg3ZK#Q<{sXDvR-irWfnc-ip6wv_efwstP6mB zn(Z0L|c+FEMw(ASWa&j8rIz)otBS7`{#890WKW z+iqhB2#dKA{98t#4(RIYHnu~MBKZlxNEn+VNP!I0?;4aOM1EUV&(!N7KI1DYAUeg& z?Kfx!YEjVaKjnypBej_Z^i;woNNpx6=Zi4bD03sDPZN)GOs-do{FVU&*^A@V2n3_% z-I79HJ4^($5`lmax+l(zdp|q-&(KgnYydi-$^Vqt*?~xE3pSQX^m>_BofC5T$W2Oe zYqp8Fz~>skuLe@DTnUtv!si#aL(rXeV1B}nL4WnWV$u|R9(45T6VTxKmuOs9NS_97cvFNXffk5QEwzk$h z)q_{e-M6;68a6L;%_m}Cn@0cA16fJ?XlDWd%e~OL?o>g7N>lkGnEgK{#XE zK|!o;PE6sA>a^>nP`Z_}{*8tnBpD`E~*aR$jE})A0p{ipZ6g9WHXJynE|=&r^WOP$bN1nShy^wKbh9-#91mUXls^Z|_;HCSySxj4#_(;J%h&!apz0`Zc zD{L~~Ojb7eKyErYY4!^S;7zXC!g284w~P|0%ah-w^JlM!=lAe1WoAaQmw0Pqx#YUf zWM%cI_vfoB?0@pNGPIa7+KXTsVx={(UO@f9&%Ci(L% zjc3Kl^siGafanndKFITMJ*fzx_Sf>0VVkCjrs#3P5ELEFm`t|~#Bu{$*BTm+?XQNP zt!-`s9;Vs^H{|cC)>C%>Y=(A56W18{1%(>ZLVBz}rl zuP8WnQ&SCtui#7p%kOenOUwC#;$G!;&i}oM;5X0W@nQt*5STPpFVG_B1~RVuF@xrt z=QaJz0FAHXdVA;X+hvQ4kbn1_&d>ixMAxPBFDdq=E*BtmhvBM9-m%$^i(tW_6#%`D zIC{5i#-!=@Bx)J$8mF5HAh#u>h(i~Rum400yN;0W zpgtkItn)DT`R6+RUjJN&^5nxQtZ7H0&eZTjzSMg2{I|TqpHJuPecrB4{YYe`&_;!n zI~}BD78McwchS@jUGk;ac}j?0zBKVXzTQ{p~ zws0W+T?k~)UeiEuefXEr(lVvd9|*MCg7@zRs#A`#-^o6N83%_blW`$D_Rt{B-9s-a z{_7)C-`phg9XwPOA1=Nm{rjc?{r~^D&i;3~-Tv?AB7@@p8@J&wL5%m=InS23y&kCz z<9`lC#;b)DLA0=V@tK+4H14O{QtT3Z=p^}C|9t@ydF?qqY;S)^x8b%%ve-9imIxq{ z0}37+ku@JT`&etHfeCNwDsZk~S6lGccEB7Fcs=q}XuS!ubFM%Sy|+bq4^jQg!2M8s zLc-D^~{n&7N<3GFpuH{`}F^GFz-FSmd zE?fj4kGHN{frdN`fO?(CSnN-Fg32RSaR(?-eN|_DaM=iLg8;BZ@=deUwgqZg-DIUM zseFsjB0*icSR`Ep%e(VgC#cy1;RptJ!&@- z`Z_EwqvrO(5!eav6xl3)QD7-w3<{Y2^x<|Mc>~$mW`0g=xmg*8%|gIVhq8Y6dtQD% zEI94%8YM5m@-n$1;u2UZT6*oU`cj}-Wl(9E;go}u8MaweB9t!x4D-jgWg|fWGf-q* z?!WmLAE^fv^4wzK)^GAVcX|ihK=csc$l*Y+f-&YrT#*!L^yJX+r2mW$JmBJh1KD8d z8LVUP@YK*~;f&8_a_2toJJVShGt!4cuU9Tr?Kw0`2WB5&oErivE=g+9)FYMY_h33q zNCus9*+q@Z+H4KsO8@r|c!tT^`o<>g>+5s9_ZphqT**CXK|9*SnBaWuq z17=8b8j9Ecpp)uCMTz#j4}*80ox~*sa*smWbh+Cuy|xw&T6}?X;#&P-=aSYFEc2GI zJyqCBFG*!CVA3xM=zM`2S1yt&r|fc;s0uaP_y*N-=+6+1swje>+=IcGBJD&gDE9RZ0GI5|AQ zz=eepq3Uy=retD7C_R(4xAdLQ$Q0i>wSU} zC(%R#L>~9U@$kzwHdWI~a&zs&F)4VOeOo$^(kaiq6Dx?N72kAdI6NG&bFDi2W@5SFdF~>w6Y85f4T(gex7uUhpC8kZ3M74tDl7;8XDRpzM*Ivp@d&^lxxk z(&Xf@f;~5M!%!7JQM(k73u!wvUj%cn+j_)@bfgQ)>0R~uISq#2Z%a zEa06Y7V^xSJT3TDnK+Z>KwOitzgyi1*hv8C7=)`ce}2}mwe1dvHL=0%re2+D{q4B3 zq=DES{B%Kttnqa7jTZ_8jQv(a0#C+1JD7rP0-jAJB`V3f-W>NQ*{XJi3M?dOL3-*s zl)yR(MCnKC+nhR0zy^r~K!E?ZbQ20Se)lePZ03dthzJ$?%ZyHxsHoPETK@50r}qGw zf+(c=KnIdfCR-ms2=V$QkBKgh_XF}n%HRS7C)J&uJ^%B~QLMa!e5wpr3UC24K4^CEjCAO|E+AN$5MkTJ!CAonbdzKneHzSBlnV#|T;5 zu86S}b>5TW zvRLY}K|*n#yzz@|DJ#rX+U6H?OM(4SDX|Kf5z!&QU5*2|0FdEG-t{NoK=OW)Aj?HY zWg%Vx^pY0fb|?_QrnPzj@EG79`_~(@dkbA`WPOKojkslI9rSPCnVGIsJ}<2Hqjx2_G9 z(pIJ9k*ueMl-~Y%PAlX{UC`u?3AqQv*8A}V#zsc>5IK*3{v=^$D-e{AuIlx}nD%m3Y%;Sm648G$|u9Ie)shobXF z=3yXJ*~C}p(LGpSUk4&^26!ADCK0tOs)ogOHb%bz7Ro)p+vX-6F&`0UXC0Y;A%(nb zU{u{}tC4(aXvlyJIuEy9p|-hvLL#-* z0@>f2k)2Mg$V5f{h{lJ(@tX8Auc|Qa@5I1*2q?n@9($cVCjPv%u)L%~V7Xxu&0zY|Bx@|l%(|gbI zNVP+ z$RE;*iWpxt2EQa}LpWbJff{{?g9vFG!6Lx#h)5bxQ0|s;a9{^i{M^dIXNzwg&3)DK zVSTFq*~u)Wr?x1pg%`Nr+p;5UDdWESVi(-N%VN8!IMn0QTqn+VeQtnvyjY;FH~Wvh z=k1~4Ly3-*>ki_(q=Yn9oK$zI`D^uU4NwGZCc?_g9mBDxJ_j7;zOY^xvI~RO2;OBK`OU@M=I>)?w@g7?gO;s1qq zu}}B4wqlh)YwxH;y8124V4ilY&KANV#pU-VaieM)82^UlhvcXiuM$>9V@hN2lA~1R z(nPH|)K_y(u(DS=`}+KSrCXT85;Z7UpR~1(D=-2dqDMV_Y0YlPQFtLmjql$rZ35d_ zZ4GsLh=|H#wiv+5K2G|8Z5uRO8vzzQV4FpQ9R~*o==iXp1~U&W(^$bzOaK>9%kXg4 zYsBg*B@?t%p;U=w(66aUqIF?o^u0+^o|T7r6XCGf{{v|kU1@9ldzK# zsNu_49cG)1lYy5hV=hq^FDoCYk&G&lFal~S-vS^1kQ6pDfdY=E#qWIng{=T0GV)lX zjV!+2$s135DloU**I8LJ3Ih^RDdWeh?XGY2=Oxq*0d)2+PYKJy*Cw3EP0t9BmrNcD_z$P6;Q zT7v{^%f5NT`-uNjQ-M8gPPk?T*Y$64i>rp%hibb?kmBesKxNz`13 zO%br*@@$ww?-mKoTH?RD>X1uF`o8d6e%H!%_05~amcc>2(n26dNN#w#wy{z9{(+AC z;QtZ_Tm=d(Mxbxbz7N;2)3(O0&p+U6cdzfd>Fszr_J=NY4CJsB2{YOTG5w^O(g=X< zFLpe+ZT=(0&@cWA4|Fx#(|=prjVxfrH7P$VUD12sN2-Yei9)}qS<{J%u%7Uir3;a3 zHwEMja$x^bN&~8c^vjpz-e(7N5Gh4Vj6Qw5wpzXxV?@gv(p)PIM@139cncokAN>!u z{sOAXZhId--w!dEb`D zw^Hclk493T_@yf`J&)w|?;-y+w=%5JNoU4ohIQY-mdAbHQp8{~LeIkD0*0FipvUb$ zH8s`$7_2=3hh{KSL}mZ*SK3t6i(HLOJWxwo8;B=@hoxu0Yo(ri zCa#o_0xkJ(qZ@nLuAJOX@B?olVZ`-@bLjnb!=um6dHqjQc+(w{Urg<)H?`0i%=A$` zxOn|FhP1-?pYYz#ThQ>aw(+7luWjHO)_ri=Z5;(}XWvFeeW=Kga=-=eg+s=PLWR9m z^`!iD=(Dl$Jcx`3#}>QYUry%Q4Rf(Eon;N$_|tVNm|sCPKex4~^Zszu4QC#u)kUTA4tdr5vIhk~E1&3YZdEv6>n3wJGVNgEk^Zl70f5S*G!#=IlAitEwsuk98>xtF_k$WIPn?Qdy+|`{Jub9qsS(Rs?_WIsCi*jX4iDchZGU;l>J$1_ley@V zEwN95!BK7H)6%%1;~CJRX$DVjv*~dA%^NwYa2XT|JWKs9M7)McdNnh z$yXfd`K(*@wyeoes55sl|J1wAw*9Q$>~{P-|8rwehU@v}#kG~zu@0*{pPYDo@yN2a zZF$xYA$;aCJ(T&DD4@9P03uGUJ&(hn+|E1V;c2wLwGrI5OM}3Nv)^!qs_tc`<*z42_+eR z&%u39sJK)$@B({pcdDcR^U(W?dKK?86305R<^1+{8f)${fRxIsNMknrr8yMD`z0!o z0sdK+Wz&@;pG{AwJr-7)@}@O((+=8xd`AWe32Q%*#LQ$s@%Bk+yCiwUpjS^>cO#%b z^ttMl*nz~~uI9?gcGP9CxGJjCwG1dW_K6VTXSX%CQ`i|PM2yVH)N45Jz4m5{OI%@v z%IW2BnM*np`O5>GW^&`dtZC@-N^FeSC?5{|-Zq)N7EW)nu$Kqa01g^IgI_gLm{kLGTT~tW+fc0vBg}pg|Q9%HG|%&7|a1 z?Sm=T_27qqBVmLAXJUPA`-L(jh-uV9Llic)4koKcFZi9E&wCH`GK9V^2$eqI&LHXw zu6f7neB0;&DX5*zf9le?5Psy^_Q!pBfS`v~9$E^qwwv>XQU?(G+Wr>sqj$RCo1|od zys~%?37hJIGJAPSO`Med~~VH_v~m_kVa_TwPrNsTeNL``V^r{D|uv@gKaW z%oDY-d8zQA&UUzpC>V%QxDFy5`Y)*fS&S3j&TCVPuOxZ%s_Ai5RFs6YG+9ZB$e%l( z@T9PCU+3qqP17CjTfWk*ece~|;A(VKa#ikGY8L!&oe#!W7G4#m`qp>$%cdXfe3M)4 zI35{ZOFI^|SIOIx-d?S!?d~R=z4A89JLsDQ^bUQfN+GDI5QH?yv!E2qyCuXk{dMdg z{wD?;3h@>GYhV|rWpj*4{ce~CfH&bj{UXRP%@Xw|!HqS)dO+?{CA^{(hdaD=*Kh=8sBhxX^!PW`a5s9@ar3iEuLB zSqx0*%J);*%MKM=z7@A0+7IN)mg7c-XC8inizg#=L#poYwIDWBNT_~AR+CGL*jT12sq(THE6uqN`W0 z0t${p<9A>BQPR34JIQ&gY9g1%mv6%*^{l=fGB$dHiFNVaW3vy zIHXi@DryY$yo#T6kKWrtfNNv#AZGCVI`lwYabLa$b+lh|M>HTs2l_(zvC)Bs;kGg? zx31+HhDoN020tNQoSyX3(VioAPswLxtG%LovW9graHXc4o<385c}$b2#^fhM^!-B9 zMV+hUs5?;naDIN5_Z6jNHd@l6(yOQ46)eCfOJS=Y+S-n5^Gg|gR_`WTs+rNQhu zIqj|xk%e}9-5p9h%46XWxLkW!h!6Of_cTyW%3e+jN)$-xbyv-k@HFU_FH=Q{=6-Yd!$5NWg-QVNcs09Cp08!&-&svVFViUkf4@_U9ZZv zn|>bpE#N%xc@lO1en(hLV!+yB>9fV>V3y`%im(J8{Q8qshT->6|71L}toI3LwrMP6 z9!=?CHpm$N{Z!a9ATaG*CPcH|H8$?>Sj*2j7-9=w9tN4~D>LV`Eiq*!7xcQFVK5YT_|`tac>9U586Jl63_a1Cu+F_bb2p?UzK zg?vciUQsci%3A_NrBW*@G#sGCkl`jH-DTB$skZG{Vg1L;<&Vgozj#bU6s@+|O0WLz zshL^OO`rXSwzezbitGLXa<5`iiQgd z`iCW`!>I)5$c?-Fphh8N8!7r6z)%Up%*0xum@^X>N z-NwO3x!_vOe_F-7metVExIofFIb)PjMuGpj@9zUt9msC#|LV=CH<$ur0$LZgDzP+> z=+57}M~5=IOMwD?CbBMtZBR^tBS%Y_F&o_$W~j#s(RU3J z_~mSlv`SmNB=GmonluQL>?`5k&SSY#d!=4A|0W#|#`JVFJ9nR7WGcBY?g}2nqVfs8 z{@lqRbH`^T_0?);W4)<2bPO+C<{X3~N$w+_LyCnL4`gYTZiqN5IJmy}bLDp8ox2W0 z1#gMnkKJfcR1+%PJw0EZ*0&u68h^-;@@`6d46H-qntQBDp??IASfF8m0?TQn)*+dra1|tiCB}X*lW6h}d~K zJxfY>FJ3e=$7o`pWe&RV{L?Bnz&A_@cSm8xUM2eFdkIRPPFv-zdd{=!f;{`{KpGuy;|uQ2YWfz%TThhK1(RJgGX$Gp^L|I!+Xj z=T$@tuL4U1<@x3-lUAjokP?02sLA_`zSr2Os~N0Jz_WNwtSU;qNQvi2d|0e6gn}#) z`19uPu5uG(&&PiLap6&X#qLf4lkPlC%uthVId8+YTbIFVS6!!dVfPTKH1B z7yvuGc=FWjV!BOqsodLwl(MOnw!(vJqclTCU*Q%0F6xFwCtO1DJ8THk2VHs<6Ekru zT}PC{X`yiN*Lf%{)c;k7QTWW>Km6_7iPaEZGOxwAwy$2P)s~YUKaBWa9_B8Mxw*Jb z22AgKl~TS;$$N#;P0_Wu5)52&I7I5sog^cXS_qkKCsm@BIP~=OfBu=g?738U8CC9l zK1?R<{)rBd(A>duTN%&%ae7=O5%x5tKvk%?vol^0;hyC6u&4;ucM_c6YLk`%--Eu&qZ9Z080ny%S%39C*X&)J znV0?z4)(C^KJ`+P8MtgQH~gmUNe`$*v!fts-;cJ0jx#7)hO+1I>vO~3vVLH>ZvKWgGhKEUAxt9 zm6RL4mR?h~`}B8hadGiE<)Rn%_Uum|=`PiBea%WM!cqTS{^?7xB7awyxT7xdl#jxR zxZAT6P)TG_Q`J$qc~JV9F$Bf_{FO&)FHX+KCK=gkp|8xaPE~3S#eIfao9RC2(kR>a zE1s<1jJ~g^p@OL#nX&i{QJ^(vlDWRP{6;??C&FJN5Hf=39DD@wz`1;x!?aJv$+a99 ztLFe6_J1Q=m(BI|ljX0Q?_y*1);vYun{eT0XIE88*bGUobSU1{jhQmP$dkSz=L(tr z@!%(Il`k0_!RPrcr~j7g0nA@Af7!OQxBVpA+_9=l0_A&9t8Urym#Hr~_SrZ1 z?Y1d+G>7?w0&5GS?eYn*s#eS%9Chn#0O)?MbTRa-c}rtX^HdTcxM5i95y5>-m4qp6 zCzjtH$X~D4&X}UTC+9 zpWaHrU02X8mYrLrm42K{dBse_PNx(+s3ivk{vhUG&t zC)bLbdTl5qZ~+YjVGOzy+?3-d;izOutG-8fQ~iTh`-nesW!37YZW#*?$DcvL9{05- zDnPQX=V0bTQW73WiXahZXsuS>hMS2z6NRaw99ji9L0fira9BJ?maW;>vVO+b1J z?e+sp%wyRfk0+LQJ10ePk-6(%W2r-dKHU)eC?DMB|}#OcUf!zO+xa`O%n+ z6Ez1d5;a;WWYL_&1E=8@OC?zh>4>vJ`yFY>qxFV*rEDriY08&*KDd(seEvw82LEtm z!R#hazi-O|RlA?ed!wf&7sBVPWabu^Lq=;Zhvu4hzBk;WgiiY`b(%pKT>HNBvH-V) ztF%!CWL0OA-%2-rij1iEyT?hv#dMgL*CL4&=u)<4C!VtHe!h0Yh5YW(L5JBbZQSbo z7l@jdo`J=yh@L^V9#Am=;;Pno$1}+MsI6M-8moC9eH@}d;o#svc2!^zr7+h|W|F=C zcK_#7C#BkI*n(|pl^<(Rhx3xSK)^r+fhF#?$oP~V7ATnfuFyRmpk;oM7!^T(DQc=Q z9EMA3aBL8Wc(!y^CELodn?nQx`f3@Uv?UBKzIb6aX7u$dGgbI7`FwZlcWK`9pUTRv zc5`6ojjrrlLF<^8?PunILXi1x*t?&p7xHQ>Y9I3p#F@{P!FsER8>DV zBLV-vUom@u>ZS1Gfap8dii%!QhDBSd)_Rzk(U#qCk>7p?>V7n7I?xnt@hVXymnh@| zBTGWe$IQ%2AWM>#W`xSRJOSyXV%fef^!G5U(mYOV$<|(7y=67wta`Gp|IBoBUYdje z-(CtDXi7QlY~sZU6#bwipH@(i$v!Ba2tgsvU$Rz=w~~r z>uo$=Xe$dMGO86xF)V4C3 zA@{=K@M8p9`7=H4ofh>%U3@yEsU$Nv*VCaX&ji$l`Mz~_Ua@7?up!;rM|^U->YY@- zU?NyJaD}rN7;aCEXUAujO@2FUN&Bd^5&0ZD9*FMlxrjr9z|sEx#bYaS*}5NIP^JsA z=<8b0<(4?+r-aaPWAZKj}kDs~PZ;!A9a zs**qBD?xIOW~6lemDHMdVaO2%63*r-Tjf_xa&2;Q^#p2ZEX}_g>rwqwl~)NuCL)wx z=Tw~$v(|kmenfj|voh2ViaLj1oQan#Em8jLMtzTfEz{6c=5SF{`-141fbDZ`s@6|116=ZVYLvm>7IXdaF0!drn1`(s>c@?6m%nq zG;7F-m=796kWx^g;G1^wR2ybaOn`G_(v{+CACpm-nD$@euNiLh?^uc#RwtqR-ZXH* z>x|E{(h=5fv>wuMzP(H8!RR@Ps z@CtC*esp*HzReV(UKRF0(!td~vZ%Uu;djRuC(i)wLil)%Aa~D@5Ii9O?dQ&@CFma? zao8TVNgdx`Hg8L=X=`h1017o#^jW~n_-*%7q(VeKd077*Q)P;tn2Oay71N|nVWjWh z>vG+5GMPGr0E!=y#RMPNgX3cf*E>HJgEFY)I}t-~y#-Aj_nQvOBB0lB|68npECP*U zs;jF*n=}Q2bzZR*!kl2@SXy$?JA60(iJi}!{ZUU3!MGRQ7Y-*qN+2DA2I2i>86s0l zTWdg306}Z6J9hu<23)4~2`)Ut+0oQ8BBDSuTOOC~qL#AmGi&S5S8co^{3^Lr^3~pm zV1?2!GG2yV74WvEZ`qT8CFO8G;^gjYO>yo;0(r>iufB~+&dogw@%29piav<^CMcwY zgzzT19J+%j<<<27#*588LY#c63_yfX=68dR3czOonELvW33jjg!LMf_X`34wB6F{< zdUgQ4)&wBK#P2*q4a{XkEoxLW@tuer_4d-8(TwHN!je~|#+Ei3+R8rWd{&q8ed)i~ z=QB`Lcu;_Bdq~#1bN)F^Ha4G{qp(wd)LOIEm%vhT+AEi~J)R(X^?D3}mYA5B^^*(m zT>n8!et5q5A!{rH?e(}FZ&{ndCym2n!p|3~Iooc`N47#Bc@Dv}w6s1JnG`|ZHtI6X z7%%LKjl4x<9A07Bb>K-rcYBk+z7Mn;SYJARZfOpsh`(E#&ru>pll+;vIRJ@Ip3{V`DJU+jW_o;GfID#|NgJu#{3Jw@2(;6FoLRKO$hniPB%wbf>Dt7 zL%lu3D&@|5AgxS%`=R`I)DI4G?kmuy#{DUY5}qaeePRIQQlO25A*30X;h1Li0hplmK;)@XlrX(Z*zKjl@U{RvTB&Uso4uQOon=~e@p|7;Kxk& zBwd#MY2nGVu`uY+1tsbpWc_NB{qLXeppc{X^af|3-1$XtzxL!f|ElXUmci#`XMFcb zW|uKNjFB&$|L;p?9FT;Q&8zcMkbZ|4iR^#vCQN_}_EmHIYqm%+LgMz-Nn8(OR}*t2 zWc>;uEA*^~$3|n|@fkzA1)8ynOD+T}gZe{eW?;bN+3teSg2CX^r%l;mw4g_ylVkwl^gI_8cUR15hF@uspA?z1FGYk%H`7$6 zJ^0ks(}tRK8|G+hN4|aLhgkAcQ!8IsFu#|<9wEd$2j%n6&*qwwGvqmIGt3Xs`1zmZai({pDgXrnKKG%t;O&15l$2``GHDkccGd;Vol6(*akA#a zc^W1u2?v=ZpF=p>bF;IlFA}P?@x(>`8LpWS@@hOl9y~SVl#p~*89@r7(BYov^@3oZ zX{^y02wgy&_UuZm=ox@{)M}kozibl*cmgF-rQGZEjr(58pO+OET_Kq>!D3-i6eLzft{2*Y6jwlldFk_N|%S(G;X(BgZ z{jWl5PsKxk-JoO^XgT}#$%UW4-;wBhhYIbZZ`Ja@FC(`~2!MI_YRuHLeC7qxDJCf* zr>`|~-%wmBR7iOUd2wmr{k~Y6GYz5?`CoIv0u z(tqs*3meEs6dpXePP@g;BNYZuFt~%vH2M2MFQt>3Y8w%10x17Ly^5!s9zC-uteH~O z;!YaZ@_ol7ZPV30Aq&8s7gjGtu#%P;$jHd%&M<}(+UI7}3HgoO=Q&rnlYJ6fpj<@Mo~o`xHx)P_jNkDlMS?ELUQ&w=FE zOv@=lO&tN&_*h5r3>R0VRB3j0Hl$OE|M|eY{6ebs(JBYCI7;LdW)PRu`2fzw>7C;R zL=*I`9{um588F|Z37!*gn9wdnQUV^o`lSe*D?maJp)@`-k@e|V<>_sMNdh=-Ecw4j z?vkuj{MQtTlf3&>x;dO-)TcyQ;FUrHST&{*EB#P zJ}H$oqIT-LC{<&us?GiTlEZH#UP@fN z-_e242l1qR$sE_&bBq*B#UW&PM8MM(>x%?X%^U#Z333Y=J*24PeCtVWjQc94Q1(iUA#)rsCn*MWRiU^0K!eMedVcrrOxTKg=uf4p^0E))p z(8s>(RN2@)s)8Yp-tkgaa>0(K?KOCc-<>Q zTZRnH$B(NIECV5al1@us|v>+om2|R}VLmyRq z@;Iuv?GmVPqgoMzVSC88>r&bHYlz&TM1=c?)~VZCcz-d1e&408(vJv?A;kf9>Zg$F z9J{$9JWZ4*#0Zj7tv8u?&nR}ULkNM5V&~$iZ(Xg)TA4o`kid_*`7O<_uEqz;D_w|) zXX#{zh!tPa??X306`tAI9Q%K_eSwgNAdGavXCbtKI+N)-2Oh+SQBgRw>1j7%oWb?( z{#l+S8y3CEaURI~(h^EclBnU4cn;SVNjT-Ixa>0e9s2|qywkWiWN+mtfemkOc)q=i zJa>pBjaLL5kTbBGHW)6;fel-N-(#lpRId{gDS$Lr-`Y{#+&cE>?~XP$;Qu9l9*4vjXv{cS%W%#;nt7r?I}FB{phzx1%3q-_2}>@`P~3q&3OD-#NMh z!U!l76!+?-lTKcdSK>{^65)O9hnxa_lpbn_y%40wpMKKsZO^JQ^X|`L7c!YX5FCSW z@~gl|jF(j-eReRNg)8F z+@#3ubkK^vE|_Wg7qFD%-IjSjw|M3unH=I?57XMB>QgAs^78D4iVA$W^RJubDHx#i zxA*#<_cQA7YruQEc}muVQ&XKv7h(dYN86$VC~x>e5gj{5Kybj|_tB+CYFZz? zVoD0~ZT=sRw1qs9gff?{fB^aQbKTGJ-{d*Ij$r3sGlI7LwoW#)Kex11RTr(zNT8K^ zZpm#~&p35M^g4FbHU)pk-PW$NVHaZ<($mHdo0*YP+n0=oKbo?yr)O%$Wj#@4ruVV$ zcwrx>Fml%KvIID%dd~2yl22vj*@Z3UlEp-j!oO}#PuTzewPV>BX?P#GeerRIZ{cY_x7pYb^Ef{LizOVWU4W()3F3jieLDv@ zvj3Zq*80>;AVUejn$kxXQtW)bb(&>X5HZF6RIxF>82372-e%)AOQ*i6DXW^w6FMmc z9VqIX(%f2PU~0Zt<9V~EdRNP#7))WgaCt+tlx!N>1? zO(Z`12RHfuLS$m5gh$3)#xF#5`;gw~!R3fxDW+SurPOxicb)n}64C1~B?gjOWM$xy zbvT$o@Kk&rLYMdN-_!fqLnA;+Mn*>S>;+tGX#m4e$x!m`=i%XZn&L(w;sl`g8D?3j zxBd8VZBuu5CG!sA_EB}&U+TkT(%~3`=l{sseIrj`phQ_ojVG`A&^nS`da$OCcy(>? z>RX=*C7SX`zP%U4*U)%#SDlW45e|0{$0N(RmNW@OWCH`j^Bvn1!e>xGogzASpJJuU zX*>HF^f#RYya^XzKv=i8bt|qY;5x8aVW6WcM@X+hJp*>s%cOmH;8Yt|7mu5V)g#Z> zD>^7pfUc)E;Md>cd25H|pM(ko!sJR$E*T9EE+ztwqd(vTpyHh8V0e0&t*F4}&-k*@2KtvDRZp*iavr#^Sa1Cn4M5rJ}h9dK3l_g&ue3!{U}Vrt~+)0l$K-QSvD zT!c^``B^vzak{Xpnt^vH7SKxvGi~7wKbQ*t3wMFxdb_23;AwoIG0co4OX~CFzfiC( zos)!qB{(_3B5?aOaos{+PhL^r5p>6ZZ(vG-6KOwI;h}GxT>yK0jvo=&W@G=?6u0ZJ zmn1|0iiBl-XYAs?j6t3`hhS1mi=eBO0Wo0eV1vu25dtd`z7oF;`e=rJ0q1|vO~nQD zY^eOp1nr*#kTWWh$6nux0UO40A0#^qZ~ptE(z7Q9@xgg{;k1;rdw+|N3=J7LGopVN z6O8To$`l_g*YJAxD*CejC7AXEkVg}~92vK0M~p{<@-%-*!9~(Fe0%QyzMloamhKRQ zlSrhSC1N6suCgm6mcQB=b5ZE^LnnO;*X}dr*zodV6B8mkhhl5mx)>B~5mfrU=xwx( zzC}Phcm;(RBlIhzRPs-waYVnS+0 zMWKLIrh+8ttZnc)o`}lcA(x?kOxciY==)9fIwen?7V6|FV~~g^t2Y8KVqvqSu<4su z_4sJx#{>=V(3-KZ78!4Nh^NBN9cFL!P)&Ye)WD*66 z&(g_V;({Z0Kw|u5x|hxO-VzHd5W2yC9fqa?1>b>P z9sz@)<{cFs-3T=2PsfA7LvU~+31?Z7Mlf6&OsMS*Gm|YuB5w(l6j>1WB&nS=$P)$p z9Y075C+_dc2VEa$QzIsDz}R~My2;B5(u;VL z{UfJS&Ga#=DSPf5KplXAN=iNsMUtyE%06NMrtd=14n5KsC|{hFg6u{#E>uj47@1@+ z-goiTQX%B;;L= zzp-q)B5@1KI~;~z`Q^#qqrdS4`Nrc1)Dp;2!siKWfhQpmETcqbUaTqSbXfdUiD|VJ z9^4C-WYT0MIODc#o>}r6Nv)}slDoxB+mhY+?RkNKTLRKIeN!J`2>t!Jk#rY7+=cu4 zt=QPuKS!mBy;C<&|B_J%kLSa3icZ0pVS<)BydK~@isH`a749)m(K5;=GC9YH4x+KYs1oVqE+w~CK+ydt}?FCfW{WZ%bszs^Lj zW}ri$opOo-b8YU8Oap>wOj(Q@%j|&oi^vBL6~2bAXcL~gr-c{jK`CZCeY`$XXs4Kb z`r>RpZ6@>Oh?ax04}RE)|4aG#4NKFl2 zc+-pG5iv5a&M1^1mhLZj>)-Rvzc`!nU~&-n49J#!dOuk{7mKcF>5B44W&c!`h}NKj`Vh&|fzz()a4 zaRK9CrzNZIrcF`llP~4)Xp()TJVdm?JGMT>9OyCVl9(3D21*@p`o{r*zs1Jp7ZQRC z&C`D-mQY;EgwWZN0;hxk4;zpwI4{Nf3$X;SJ#T^ZD7*E~r~CtUeaKuZI)*7L2^Gt$ zhjF)+J4h0oUR!!vY#u-qNuU=(I@t2*<`EPG*k0IQzw^Mzfz|tN13n1%e6LaW0Zdl{ z%G4}Y+~}9I5TJvXBoAGSdVn@4?Xa(25pc)~g@;qX{nQ`}SGCDRQ*ngh-4%}~Zf{@w zF%#KDQxrTAn^xROhW&fsZlK0XPRQ7T$jE<893l3ZW%%(@M1IE8WSx*Ev>yrVX?ucJ z-O6$`yDf8l$sp8r)anx_r$sF$a-AHLVlhUjLqp3396mt|XC-)fdAXY>pj%M~)f{9Q z6(s4Xgrm_nb%Y%H1qcs;e}2QK<9@cqQIs2UXv5Ay`743u=5*u&?zn7scCsu)(66X~ zp1uoE3V1Q8!fj!3`@DYliktM!Xc-Q-uWHbZ_6M5M;)U(7AxBj{Erayog1sDSFLA`6 zZ&(U+3V=8~&m6h5TM=KqhA?KqiM1BV8lFJ`A@V}4dmwrpDl+sw3QNnQYtTa~Ka!Fo z(SX*%0n|YYZvJo}Ehd#jt*GedXV5_c`s6J+fAm$BWeRNT3pH-B2I4# zElE!eEP}in41O{SEB{WzTueLU+dxIAhB)GEVgZ7nkzCf=1pe3PMlBb|| zf+1!saPw^g6#=N#?%Yip9sRro%}}4%xd^YWAVEvYcC@;dH=!bS8IpiQ1cY?dqQGdc zy^`4ispW~Sw<;zR+{o*t(W6H(4I6e6_#{|W$8Dzi02r#CN2=0L^Ls6TSUvIKN*199nJ0l*Ae zyL#C9q=VLxQYif7K|YZEHWUjfnY$kw((Lc;)pgh7`dqss8eqwlw;`aSDHf-Ut+>VGV-93BDHeAONS8!%2)1 z@DMS%9Jfm^;E;=PsG(iJuJo!pJUeG%o@$I|9&}>`g!nM12->lLPYUKKXC%vr+sZ)0 zB=qo;mbBa@Xt5&cL|eolQc#Oty8wqWjYrQ?ye=szp&v{G+1WRMz>8@~aGv$Wse=wC zs%wGx5G6rZ$m^h73*b&btLGQNR)Q9@wP~q9pX(`;z%JCKUI^8@xLw__M69&@g=pE(0=9)RVSc zG-Nyx*MC3Pwq!Y1CZJ!Gc?oTR3+#{_!zuI7vXvH4Vj_v~!$F1eF}#>G8L$QrJ*E;e z#1<=Mm~XeN3yCYa2@YzI%&!Ek*HD~3QzPgkz2~&$c0XCX17~qH^fxOKS}Fy`1=0Xr z)8=oJvzoekU1u{kwB=}BEPn&6tJ~`AsqKbSNc-+1l869FjUT^$`Kf7*XvkaJ+gq-F z`~Q&z_!Xg|7DU*MU6v3{qn4kO9(=P4cW$WhV#v>!AN@TNPom2bG-UIFzyE)g>+*Yk zK|?yz>Zv?|f(s+<4X_FbwM-x$!~;D}c5d!R6_%RX(=7C?_@FB71C2$$IiX)u*lAS@ z>&^4s0(;)m$UrRV1?sbIvv>EJXZ}Qn$#Dve z`@mXZ)^(@!ydZYe*rt0={-W5cC%VubCzdw`F@}vKWtDb5lbf_t+X$@wt{$FvuuDn8g*)#be7yjD#X1iOWIS&5^ zLjz1qlT$)=+12%A;`aiDM5Y96vV+NG()-j^YpW6qOxoF z*fe)BLKKjT1tS+L%;J|cnzc8J-HL()tbrFj~geUwMIRz zH_!Jl)BPRIp-S;q!zU_StT6v=Zy%Sl7_)lpFk+xtnVgbhAl-acCKC6jSGk<+G!%qI_62^sDi9D+)|ZAInxg$~~;~Kw?H2&08|C8HTT9 zb$ay_wHxkPjTqHvmd3if5s>im2MoMxQ!zg3`^9G?%Ta}o{ZytF z7Uu{jQr48hkj+f{aU4eaZ(vvJf3s0}SsAn3elXy%b_=z#Vg+LC7sJWxbmvZqVF9OLX^*?5J3mVhz+ zkmJhqTK8jUA7;F@KTgKXz`#J=;2J?f+4;xo$UiXPg<3ZkK8%dzTDF=vd9YsY( zMvho}BDq`nm3UT}>%?U3uXb+n?fxL8^6TZto*-fYA*w(wOJsSH)IfOag zgt_)xbU*3$_y%kG%U-WnWv*SEQyQEa>NgL7f9}MUIJ`hw)O&E>e?YEHPEBw6s?#{N z+druQ&+UNr`BA@J`NW1?m-<+Ts7_a-hm*HJ>8Q73k~^;@9F4Z?TA_^kHb>^sWoC0O zvb{<7WKS3Kvdl!pyt1YU1CNMLv)t(PL8oSW2XmeGYn=}_gUGnvXcB8Zd};9@=NFvZ zy}2<_s#fhFLK>_7?tziZIm|1h6fK~${LXQUNK*RVfYukIBdJjrN7Bme8_Bsm6@wJx1hi$DNaox0E%(-C1LH5HG)=zZiwgeWR1Bv+Y3x z8Op@OWJ*m#Fz08kF`R_3^xMPp&hd;Y?kZPmTF@3FDeCHD6}t_4YAaTSpwM6gEiKy8 znw^lw0}jh2<_1Lx!DX32ZLL+9>)ui0ff zai6)T6`v5xX)0XUtw@4nbDPEIiTSTD&O^9yV%UFHhOA~rb&q4Fb=~b0FeJecY=zI? zM`lgGs=9i2nr)>-pk(Es^LEvu=(XzdC{3%1#I`kdzrWFnN-bX-vu`lpPEY#ZwDi9q|aOT=jT2PH6PQbxp11VNxgM$p#+uEolrJjy6<+ zNsHgTOY`t>QQcR*8f49kH-4Vz7{C%J-1B*cvN+Zw4W!)Xan!OWKf(+ZF|;)QX`OcB zFB?=l_dFycO(T?2z$FNaa*rl8^BcA84-%<|vCTB0$FajzFBb*qBLfP1Sq=ZpG4}oZ zS?qG6dvY8wN=Q)jZD?Pt0#jC8^{cfmK-#_--m6rTr z+;HyDbvtb*D;$TkzsjRG$TZUV&!|w|iBJNb=w7^#`>`A~P2--)ya55>1PWFu#+QQ1 zShiZ7_O+WnWy>>rAovglhT|>pYvh5711m~FK|#x-Qw!+HYBdva*LDiBawh@{YUu~L%)vOUe}?L?FgAD-3GIi%Pbb*52JVA;$r3c9WH za*JF`==asmbbKH>>MRmKsS|TjuIjtqlQ{46*W)C!HQiuGl7{#td{k z!B5P88WyURZN|i1z*}r*=umy6qSH0pVf-5s3dhmsgx0k?_~v{TPZvL=E-_})7H35b z`qHB?JIhG!c<7pk_5Boy09P7%w3Sq~wSuK3YL0obcaUUje>6@(>9$Q59sT5Rt8i=( zu4X8OYrNkl`?Au7CHl#eT_;z<>jdAxXw}y{&2TA1@7Ib3{Di}=56%%A8|PQ|@R|rl z#}Cg;zo-`%(I`sL!W_sko+Dkg+lW8(mRKx&&DTZ4SL=yvP|d1if8c*8DlpV`!q(@D z@|%{4zdAZ1-zFXr*B&1w4Scp_&@5R#SJ&8>pznjl;kbP}|Gk}Q&UjDz{ujH=u7z^+ z64i4|<~HiP@|B5ccOqvM&STPFSt3O}ot|1B?y&Z1ZeUx{5px=dt^EL|8NQPKvEqGZ zk_RkZ^k$2^-6)SL`)p4vYDviEf@fi>UuoIs@87X$UPtX;yT(0|+~l2fhkgs%Wj@gR z>F>2XYH^T=MKK=t#JtRH{Ic+V8=L008-wNMY^Vb~iV{r2J1UR0f__`ji_r86M$Tn8 z|N1l$*MD1k8{fnIFCU6_b+omguE@_Zrb)G~O~&P+cC?O0q7To?iY#~T|lrE(b$;V4M& zC+2+PtE+NJP5g?-jRS5{yv?3<)!%d6hm5$y-W%d55mn{6Z+Gd>0 z6d7|u)54z&-KgP?AD9~)X^urbbiC-v+=?TTGi{jp+1{0twW~{u`dT_y$EWdgq*WAv|4lB8)=8U7GV_Zq( z7kBq6#@+0AVFqs6vU_p0wUlM462C5l%WPfSflVU`= zY<3&#ZuXsA>;3VgO{8>8%;LqX)QT&Jmv3vWbgoTlNSS%2m3=S0>a#6Yfz|Nus;a!t zXHjg{Y#BQNli~A|>pK>>YD?IWs8RL9vmj$Ny!{1Bt=87AV^Co!{cm?qa~kD<``43T zQd6PIg%)R3O}^Ru+>aBRL}LVmMD1l9#-l+8X~`64P*KsUMJ8kd78g)tya{`jwhZ6* z=ASqG+}+#TC~ftSc2Z*lF#-OU+|xn7f+&UF_^ni8dCF^+l$x+Ho8wMHB$v3Z10l-u zaT~Sdr`*@e?CW`8Gx{;m*ECYv$#7G2P_Y!qm*G|)J!(Z!FDu<6d1UT0Ghx(Oa4Nn_ z#I2*8)vhlREi9{ycRst_P8{&AGov^0ZC@#$9C59GXel2=Tg)m2BYM4}PxUq*#3xj4 z7fpwk&AjQbb#yd@Y2KUKEXc~v6Itvmd$=%E>3ovjSM>LqCeSX#%h&Eog6*<(NF?J*DInZJxEE!X}ViLUcJ ziSEZla2`yTXIc&KFJ4~W@G4ifR4JTdftA_WjwN;CFH4itP}zo~Zl3>)vrPimW257I z#1gTyWV|qi&1)$-Ix4)s<|Dk(TDw-)2vnpmCk9Oc>T(RrGNYXscy}(=QF=VniQA zCU5ZaHhp9)9FJVGEJIIKm(;KOa$q9y(u{7$=g_y2x{unXzZm_XVNaI-&TjQr=B1k( ztQ4-=iq(~C%fGbU&co>pheu=IpD%k0k#d>wV?^%jv)7Ft`3)4=3qeHD>b`SDRoAw> zvlwwACr68>1e22_f=(#da6oL+=;TAA#aKBRq?O0}1J-$D7PG`x*B8f50$NY@A4&z2 z+=oDym6a8+%}-{Xn4pM3BFrA}n(v#r;_QBK-1^oQP(i=wt}q}YTL4LT5~bVPjVPoB z+QTU$$e7~c!Ftfl);3raUPL3kYqVqK?c-uIS(Q_MV(eH{@!{|M?!m!&gU3m|^7q!hWO!Jz|s?rbQlqitMo#{$!jtZFE-AHwGa$YCkwHR!G1LAD# z?9z>8E^uW&EUw90$%Mo%<)MMFUns?-uX%x)@)3%HVnvH*mQ%-LQ5!HJ|3K67{yOr~ z;if2ALba-=jBzCvG|rBjn)5ENeV;eltJ*Gl@6k3j7nQBF*NU_(6q5~`vn~rM9X;@@w9*ulu?h3Z z5q1Q9PiMP%&TFIm1w+2FFxd&QcWZ>WVjnF1c6=8!`Ma<0rvYzi{NJbSb-|nYHj-%9 z)2@E|S_o0}=LMTZ@t&q#6F6J-&&+VKciNk;OrtJ47#ka#&W^tsUTxt#JLXXxwEuqK z?tnEqs`J!n_Qgk};`FxCx-wRi_}l875|T8NFCDYyS#!~i{sl=^xI*gGtLn$ z$IB54Oa)ngl1|)k`S|!S@s_?P9j|>FamCu(+h6 z9Y=FYkL}BQ=U?Mca)#L&`r`jt4UFub^B+X+7RXOZn;IZ?w zuTS#9<1!jEB+g=$K%+J?zl?SqZL3{;q5H;th7f{^v<@NUwo(5dzTN_=sxImp22n5w z5tRl-1(XiyP(ctSR8&B^8>G8L1*Al}5fD_6?nb($yGy$B68}0EeZKd9|F~l~#-q=T zbN1PL?X~8bbMD7F`tPM8lT$7b5yf9V`4UWP7jAB+MxGI+eYQfo_nY&ii=Gk4l?GLC*Vs-Br&@j%N#^TZP@*J@W4zBC_^jB&8YqLFqsPwwUC4^tgi~)Cd<4jE|-)FHN znYTAtxQS_NxmN<*ShQ_l{&k@k71JBq=VA@B$LjvA!7 zY8>v&vDJI<*Wy(*=n05-Bai-(F67^rsfm5R1mF9fm*@93UV{vdpI+%Eg4_;WDHGy6 zLftG^?)~cg`kw!Nq4R+-5~9^d_vXMwmseX6!Xvfw{#||2@FBY z=ndWlu>`k~b8L$vHh+|Ckbl;#tVwYq*XMUI_>R`{aPqT^lEU`>Oi|WGs0bfCp00&?(zkEhsIPlx zZ$}?Lw#2?Ly3PPe^rs%^!b2qav*OB*{7p%pJzSwklLcqvBZjTh2J#EkRWuG@ zkEV4vr1{DJ?G5Cr^@%*rJPr=-rf6#fW#-lFnvQwi1aVyJ7f4t&$IkWjEy>j8u6xpm z$x1TTSb0c7c%`Qj3F$E1;7YaF!)PuqCv;jz#seAS52j9^GnWS zBve+Ej31JcTpjrPK{=SGn|mKu;2;s=`+}!P*^I7X9+i>!iivk2jp3!IDvEXSQVo}1 zbz_Vfahg}vyKUm(&5t$0fQTlhWPpk>rX=)J9M!?hmtr$3Gc!>s_*92pd&lP7AJBk0t@;kT3&8&M|o_wr5$Bi}0}asxxfgn5WdhraY+bDIkpJu`t~U3y8kPLq_XzY_u@ivY<#JuGxFtd8Gw2WmOI0Kt1LVbqW+NZrrJfNC?9Ezo2PNiJL~Tk@bO!{(MB%5BN~c3 z8|{~OZ`ZL)7n0f-D+|JZL3Wsl0GM9#L7|vNY>s*Lk7Oc+mp;*Wac&4r- z$a${nwsSa|U1*-xe`wg!k#+v9`zdJ$X@9Dtppch+gTXL$@-^5a6+%izX(h=hyS@7l z9T+5$C>4OOy@PuTON~8T+QF|u>z5JN;K|$Dwb-*Q>s0V(t|<6RJ@L`L7gzoZX^arg zy|He4dj8zGiQfTToiP@xZ|+pycSDEW4kk{{a9fK7lStONEKD!pBs~j5x)U_Sr;D+^ zesSN2ql@ctVpHQXGaHhAW@dV6Q>R}mkAuF!{>hJq%JueD$G0>jUJk)fW332wN3jbr z|8QqObLaNlU}R`zC|b6soKlA~e3c#W38{(Sm&X!lPX|*x5tO!jcxJrRp53a0M7)au zo}u>3UhWLr4QBI32DcgRuPWTB!tTFB_zT#PyC77w#(A8^%q;L`g{fp`oEUJGwpL|S zsxf4=gd#ZROD{tw<|j1Jk4*X1LuEne)W|+nz;n%RuRkEf`qRr%@b|j(8d+4E>dMlSWxv&(ivbhO4CdR-({NA; zaxI0dykJAsP&ep(ba;u_TZ}Q$P=AJ(K zo>12TDB5fB(N{=b)WDQJ73|BOs{T1N@`8;oc^WISlZ!Ij`Vj#2eeby&go=87N|xKR z@UHJ^rl%`*!jDJrxwu-174YJt=WyE*26HSs~Eoy91FCY zFP01|{e27pd1kiA#v$`SDJQ`cd1~K{g=4DfiV4hVp3vO+?f*UjXL5X^BlA5Hi#&7O ztFXR;Yb&eH)Wws#?%WsJ;!$1XH#nrArl@!u;BIDRJzwzyxpC2fw&na1!Hr+!M*U@| zoLQscOb=ZZ+bZ<#$alrN=9i6lhtaP@XF+#)9s|$6v%3rSLqDn~$%%=JIkVuos(ROQMLjP`SJB_s2Y>RTn-d!u9;N(=UQIKH z0ggst%HLCxRqUN0afPe^pf;HA9XBe+7Y4_&V$_39HtV*p#Y$?iT zJ2&a4Ww7q7lP=BuP#&?J)s&>=C`WAx?(XeJ{714?jsOue|nG?xG9PFV#HR z9Ug^tq}|i+TCG%Lb*=f;Ls@)o<;r7Q+qSE-q)guQql&V3vBR7Nl|HHgkG(5LPPcEpAL_1GiFjnb_=_Ct-aPkwlNxInc`Dl&uq-T zJ}$AUGl8n5Db<^f{|9aHqHx~74usYgp?=HTP?IezKb#zP(n~G&Ph;;{ zQs}m79a(?%RKD3wN+iI^w_fyjvdZ9^F{LS z-Ltk9EYzGg?50=*!UOhmPTRR=Diq(z4INVZ`YC%);bwe9KC8W<*3$=g5s~ z75=Um!jYPIc)pi|gC-{?hUU0;m(TzAB->(t{V=#{JS_E48B1D>4rs0g+M5^Su@2jw z9REMZtY}i6e5v$4EXz`7&cWo=lDCrzypkl`Z@~zJV`aYSk&nOn&WQWAwbiTmgb40? zObjV{?XRpgRBuvKr*Axmjo(tx?#j!OgG2l~29cri4n;+8W(&q=nb2D_P!IYj>ASmn zCiW8gCBWs?)y?hDLDB!=!*|bK+b?f_-pz!WF|j<;m>2EvE!{MOiY5J<7980A?)1(z zo|_)S)@5mc-U9b{pI4@u?*p`+JWb zlSxa9X~f@1t&`Lty6RmslGgeW9<7D0DgsEgmdDrygQ2p90ehx%r?n(4QLhT`LP;0w za>`Aa@s~o3hDAgI&$$Aq4@q4Rl}Zey5<0Ne?;%wJ)zwA-;~E;6Dr#!N0RSeVCV!vO zL|};H{iJbiOVFjfG@8|#XGA3?^~)4bL8{gK zgWDZiTv!(uml}*UJtk(yM@}+zPfJ`#H|AvP)|xMvuJ5>%>j`ohugfpQw&-wtpR1b- zB+)gMGiKL%D*OR=-bMv=8AeCfR9a|dsn36}T5?dud1Q!BhknE)?eBFzs>|em`q;;R zJZ5k<+w2KDHkJ6IP4)&qw?2I?vnxbtyVHk(E(14%4B2=*!x3cQ1 zLun;ay^BsI!`_0izw;#LT!1s@gsAItz!}N<-Bj-)WWw<$8~xPj;&Kja8;e`l zDtZZXVN0^4hdqwl!!L7N@55GK-0IUb%7}M??aQN;$cE)iNzdUG*H$; zTI)DU$d#KN9A|`NNvSc5`1y}N>zE}Tt37{UiSr6w!<&yo9$sWNa>ef(4EBE zEX-IHYOcIkC}32@YhFMnmUE}!u>fK}fi7NKVLsKI>=xN)$#&6CpKyy%kCR+Ayv6K@FQ;GRz_}6L1krHp%D={E1D|A|X`oO95-zM4G)Yo$X z+7p7-%LAr|QRa;9pF7MwuEH2koJHDMdAIw?X!jh7EP8jxPbwhM#jcrq`fX(*0FWyP z3m+ocS6)-VT^O{!r8mxm>82wOk?3&ER0d#ysB5Ne|Hfm(aN{#KfsKv9!n})R^+bg^ zO#a1umSoo*>*XpflOxj?EW)NHq=KiZ|0@#{4fQPIx;Qw)C>v0oFumG(aa<=pvp@IK zj#?XdxBDkg4hFCTo1epC?@cczBc1aoA>mllPt6ZwW)s?%kOYH9qZ}&DZ04BeChyVd zt$g7us=+KLZpFM6p~>8~qlL^oYk;QBd$_)8XF0AAF3c9hVO;egdlzXDd2E4z)-*K9 z?K3MGs4cHqfB%Ch5ph{Kvv{h>wC58EwbX+s9cnMnM|BDooYAKERN2nUL<8Vi>Hr=ThrSh5d%+=|}aRnn23eVUVl$XUH=;TKpj~^gqhjv{#cq+l#m0 zADG#)5`(T}1G3e2$Xrn_d7r2-kMQZ?VI~?gUcC^z!v8BNhjAfu{8?#%`BPyZF%g_s z=#so6x1W;!R&8CMBlB%0NN^>|-*_X*D3{`{-p+k%otfAEzP`R=>zJi%f0ISes3-WU z7c%S&*&*NjfKJdgv;kr?ofV2?)i+ond5^|ZX=c4t9H0P=ehhgW|KN@}PkEock=Yr!d?x)2KdIXVk0wTUk4ktM?k#6ON%&m^h29L72KFAMap9`C!lBkyp58eEK(? z9L#Oe(5Vua#Ygm&55G__rc5^;k}$Jk!eEvbGoj%19JwyYcTx}rEI)ZNf`rzWFJ4v| zMp{2tQ6zAMQ$H_=6VT>~-}_r2b(HdQK7HI&53Ylu5d(YzL&IKYS0t1q6K@p5CTl`d z9{;fy3dNVB7_J^E9Ql4!k40Tg|9+MR|6CAgW1vk?2PaHN^Jrk=Vr=5#O(ZSMUZNzO z@dT_dk-YxSPqnoWEd%lhj8$uk>FrFBb6Z=>Cn%EWX$Xi{t_H8dzV=j3RYu9^aw(C< z+QwE=N&LqfxAhZ~C}#^pLsnO@Y%X3(J!FQv*@Uj0ty2>-S%f6Uu3do{s!#p2ox{IS zVE!3E+mEKb&*VlcfcvK2H+IBj9NH4~01!(?=LM{?*M%{Wvu(LZq@Mfbclq+hHh4os zG-GV8u8(b-Rjuy4S^0ZuQ*{tT@u?-Wf4i13{Ynh{fG@4#U``GHl8ZnlbHBEyuda^x zIfXS}#jxMEw^#_fzFScI7jB_hmlbm`eX6W1@`qGqn1bvQP&0jzqU#ZHa8!6x@u17u zK$=sIg_=XGekb$5zX4FAF1>?9V*972b*%CyzgYB!)<#-%*n)C6RwF(B5NnETmoJ zq+aq=8e2T_bAmF&m?W+>7 z8yFEH0a~eCD=XWAVj{wkz}-H2H1ePf_2c-YAWpxTK(D=#q|xbYoXuLbrzglvhXRjf z;70)dCp2!LfrmL7Nga-rm7%tgs8b7>4PNa^L)MxDJ*lJS0~S3d zeT|bY4g*L%ofv2U(2wCD6+k}|&TGw!p>ZckNg@$4=pgRQ&9zDvOwLR5gAD}9m0;s4 z`|br0!>89T3LlE6EJL2%KS1^EQ z**)fr>wkXX@6@ZNS~?#DAs@mT^KC;j+zKN$+1IZsAsOBZ;f6(-^rOtJCNdDDbY3Vb-mdE9DjDux(4&uFwIWT{xjEbk2Kn;LE6++<|#zH2mCkk7dt z4*M`hl&_cx3Gb(}FZcgOBu}0PP@+E3k*vLE@nW+(-%!HG|N3?2q8dA~1VR}Z0(-jZ z-yEEMtu|5LSNwy62*tA;WS8lVR$Xt*Ll}}~E>3-myxCaq zRK;LR@L(g0ttlmRXK5*mfx(~PGl5zjr-#J&kr0w`$D}d;8`LO61Yt^S$xGB- z>mR9#s{ibXzo|L?=Xyc$A7P07@EUfjD&O!wyVCHD(4Epr5%QjUsZSclQm}6Kw0T{3 z8{#y-$Sf^QDG%T$yrN|A34*Zk{xl&pcjVo3Y5?cF^yrj#y4hl%>XNPo+lOm*VAbf_ ziDMTrs|WUD5LiMQ^GtO#P63F!%3!xY?tLiU9~Pl6$aOQGt`}G0mma63nl}1^IzXgI zudOq^zKx0nuC1w{HTzROd&X$s;za^B_yMSlJn;}odHoRxcTuo<8-Z}!*~Xhm`*7Uv z|6OD@T03NLm^ls5NUXq9HH=T6Q^JYJXaFeoYwMd@y)js5taUcL!D!}i>X1tv=~4cT zio;P5&w-*@X_UFT>TYA+9ThGr{-HmI92Z+dlLquVpilpng9LG2nfb^FTg?S#{ApqZe`TRKZdr#q zYqgi?yEp%m;Xv?ppoq`WsZ{2FLdj7$|M$f^J?8A=d7i&2_+-$OA)$sA^rxMKQMG(p ze(u-`3>S2Kut@zM>sF7I)zsDn`@{SHwyx`$4h@QBheZmtZpaj=wB!r>aX@7y_~HoJTX zXU$|Cp_YJq&Su;wU+jH_Fu)?Apy3P^9hFX>|z;n=@vk0`Siq!}1dQ9ih2ze8cl@y&-o{)(?16tuP1&G$*JzGKOOEu0DC-L9?KVBeSBqW^aI4h4A5FJE@A*78%E z{dqL+bt6PJO8+Tz`#LJEb*D2K_b_yxY#gWK@9d1j$gG-MEd7npi5yUUzusOuk59=f zRxWhThlCG9Se4pG`lRuOpTl$`Qf8ZCLNr9wGL9P3waVd#DM)Dp@xyrW==Ma#mjnO~ zELNhq`QoWy7UT3#H>uSeU0#@dH+Ij2jQ6aZZs~h;sVzFtdZhY<9JgBZJ%8L~Xq0in z{yTp|Kb0>^M=+#|BW%Hgph6*A;^fPtA>+|VxKYo-XpNN56ZasXT)}zX_hzwRtM8L% zj1tGqbN^?vhQ{MgdNND7)*V36vK&^fi+4fBjIRdCw^rMA$fjRN^7P`rJlU3MwzFZ^ ze4$0MGi(7y4*9l zws@xE`gEh1_jAyzove4mJx}o8gk#8dXc%04lDxLLk)91t3Sj32&j<>gt$`NU4b19( zEeu#H>+AD=oxZ|Vhl_o~#KeS?i;Fj_dShN|DSD4|Y7y{M52*cBMvEfjiPS$6Vb2gO z$T-Fc1Kdcd6diS8KOc>`BA{mc+OiM;pyG0*hH`SDT&mD*wOoCA9uj-IE#Dm^nfULy z^Q4>FG2CH>BdB{=4Qp@OpWc^MdT!m*Ycdqk{L!>$fZ_td1?_R)-lr-GOJk4Q%F|ZS z;Ht756g(@-LXWhaurN$orIq?wFohEW;yYGl*)#e=vq{=4X}kpc@rv{68NpLnaEhH#WIE;l!FMC%aP|>^S7RsirwEM5 zGZls5@3Ckg+OX;8w~5KBIz9Hc9v%!-(ydDEEHNXc4>(7ZqmGQxzX~`sK`RU zU^%(;SoZ?uGY=7C=-X6@`>&0a=1)vbbF4hNN6jg{ccKARyK0^ zYB0uAYYmyifg=0!-j7$;*Q+}dg1_29L-QL1N`#;AftCmZGiG^6$b@91we|H3y3VGV zeHj|*-`&?I`tl_nfMwdpl?hA(`AdCOd6W)e4tuysGL*fTzzND3t}J;FVlpZo*pGY9 z)1NrskMwPX~VnI+g=u(`!(8-YdFwvqfFuD!JzoVHak8yTmV?2aS1Zv6urgyP{Mcn4@Xv`^G zf&Iu>BC?^X{XI!sY}=WJx&b9MMP6QBHp@59y(j5L*ROWni0if{47kvq=VK()Z{bO# zaOs(wGb4o{2|?&`u8<;nl`}IM;|Gc1Q3Fs5+Z7kY-s;RU8NpU!l(T#h`MG_nWDOF6z>0{)I1S zI#QdA8<}W2!htqd#uxT$KWOr#5vQYfNm}f04rH#Lfl3ZUIUnkR{BS#G)-l(da!2?; z7s)B+IuLwhSHsPTo`bveoy{Nh7?6|J6w{=c)8* zAb1_RkApK7ucTGHH8FIu!?Uu^=b4O3$+vyleo0T$@&4{f;q?6clhit$Eg3Zp$A2Iu zjk!G(CqM)w8k;h0!9$pYf++labDa%7Zen6$=4jrpf>0z|Dp>hS0pEp~^wu;|9o58@ z`FzCBkJ%WVRhgKZRaKu`U}3lJIvcqld^o|NqLTA&(?{}$p@F<@m6gESpBuAVq!dd7 zk;`#EiaxLi+ZT)I=yrGaa@fr%)%uZD${rsy*{!G|cb=H7CkHMRB@7YAYHo<+1kwxk z43}7F_W6oIv(MAlucEWFD(%5TQNH4^L_#J%(&(tw)wNrkLVh03)*ez}mVEryOXHQ| zM~_~J@@%A+UdlcLu-EdR&x2b1bxn4=1Tw2rqg1m447&My`z&Rz8}g!yZI||r^T=q! zTXf3yt?xF;IabA#;?OfQ)o8fIfuq;fQcF$)QNcvk6Ih={I~>q!UE3%&nT8H0qUY0H ztvFgL3q?wRM{+&Tt8A{n-Xm<*T-g=ba>J)E*P6TG2*zfCo(2iRrn9zV<3FuaCcKYTh5bJ(aiISJSxC zvo@@XV{WA%wZ+t(;DlL=Bezj*4#a%%_)yeVb~X{s zx`}xD8^(0cO=uzct^9gNO37X;yNbgG<=!0(ZGGaZM8w zjt$J^JuYu66_xBb%Vj)_&&k5z4FXo+abvNX)l%3KkTwVThOYaB{Ki#!R;iLBw9O-d8 zpUiNnIDEt9nkNZl4x-oB&tuFmm3Vs`ub##rI37Qz@mWm%*oJEawJM9jTs}2%73lLS zzXF0@i1}00${z1NNm0L4@y;w^Z}E`Z%-UqH_;Z__W0Tc|Wvz<(hD}nw804GxlM5`U){l(OIP((mMX|foDh;em86jjc-_IDg)osxkt4IMC6VQP#XmvYiE zABXLmFki8DMjE(Nddyc>2~Ct)saa%X5WdLPT3(Etib`ehhG|Vxr#lF2YScI{b=|n= zibzz&j}MMl*Egp+!ifptnA9YuK|7GZDeMjN3E86V9ymrWfN7yds};AbvTO@*!o#iB z9)ippteaa9CC|?bGm{`cxND(1xiDFkpVG^&IiMA(?Vt-H?7kdr{x8=nMc?fhv^%qR z?bQtDN1M$&GgR*oK1K=0xM;H>n?1k7)fg%&$NXi7qrK5t`C|1OrltD=%*=Vcc%*&Q zpxr{)=cc zl1y}UbpDX#fWy{GugB5h{-@x;CPd)`O2v2BII=IE`>l9gJUjL~;4+A}ZXX{kXmVYD z0=h++gVFNU?e(e7oza`jv;za%e`1fRO-oUj#|JAG2TNO{IZQ+Q6X@b^ZOwDTdKof-(b{ zh6HWpSz)UgDvtXjnuTx%l%XJEO%yV1`}8h zUGYCNzMTc>rOS|#vSNUebEUULygQ31J94>r*4i-abPGrL(Q3Ur z@*qc!SF^9Wbu`%HQ}8_i=gM=MPXY{;p0Q$A&cXxgSnmZnUKh|{NfeQRTVDGMhO%?)hV^bZy^rkdwYAIyV401 z^H**%3A&GXtx3l6h112_$J8C|6ZANhdr3^zv1|NM1Dz@>39fbTxu zjT{g#Dre+HZNu(99k3beY9l8ml1l%5v4hPi{&Mhc%QkP4=cK2;LVE4ZlN^pyV(8G7!ELS3Voyb7q(71BE>7wLVBT%bq$!l727&B~j3I-qRsp_b? z`(hkb%T`cuXl{|)c06$m&0&Rg2Z7P7o5PAxyNaDg;F_$U>69nbgn-rn}@bUR$2W_^=S|5SQ$PwpMP@RFw(z9hS zkBIV$dMBbHF>%IZdlv9>87DX*sMd{!0u zf}@iWh1tdrLR^G51cG07HOoS0_jEe!b_K%tb<0`jt`tG(Jf+OjW{np3@#d5zLf8f$5ZkWCYn zyHw0%_iKzN$duFGTH=A@sA$-(W2;h|-no;)^Z9e@0G^_Rr}xYcUSj@KJxJ)iAa_}C zuagg5ufmPIKmJ9DpYvRDY;)50A3tVbzuv5xoj2H~q7uiv9ahDT?4NZX z#J46I?;o;~DYhDY|B*HWX?LcxwY4?PH*o^yNZ#l{)4~9dAjfP(5I2{H{Q34sMWN&! zOPPvI;TCg}z!&QaD2XgZ5j=x7U)v|O8702JVpGL?8V{nj zlw4edRd!c|ZRhtw?RMP#zo!_EbnP3R`nr%-_BQ!whn?DK|DpH2b8&KQPlfDt2^q>1 zTGp?qX6vqCLd+%gu6giO4dZZsd!|*WD{gUkH#BxV z>T6So1>+KrztFmcL(%-x6M_}d+L<2 zb>uZ`75+kwbY=8ljl~hdztOHWFVO7yQ~hp;`@C4wvJ&*j#C9|~9L zv92F5c=PA@9SiKxs0)fHDxW`T=eGc?S5hLtYrETbdywhs1snqEs;2B|a!bHR6T||& z^7EF|T}+_VyCrc>a)msZwE_Qn<^6*lYM1Lg-|BdsI)~@Fx_dj*WlWC_k7Fu^4>!xv zUbcjDt&1ajR)5BBLi?=Q5U}EpO-V#uH!21|@ZFfKntGF;TNOp;^(gcyu%IIqZ30!4 zuw5%LkS4jMWc3_NP&T{8eh~iB=x~cK&T?tCh#{H=Foz2l%nZ2Vcm2Bl+*yp`9V!T5 zIMlH88B*vO(yKMth^~;fYI7v>#3_Nv4dBN06DjBN{S~AG|Np^)@kH~z zPPe3&#_&4PfE+QgtjrA>1h5{>EG(?5m!M31p)bXRVA)E_7hJsq10u!nXxIw=1Dre9 zprdjKcG4*zVwz(=pYlTi+Hn7`JQyIdPh}vIIRB*vhXxktxTyVKcyT;x@>08 zqgO}KwRiOB6N9d5DtD>ZqvQaE*R2yR#or8#PWo$g__w-xi~o|N3FmB~nVn%(M^&a= z>Xuk`?qK_iLl~R!TPX+sdoJ-bRsF@so=9^$iZ~a~*D+@y4ipzVmb3pUE}&VZwuAdM zmpt#%C5me0{MM?52CrcU{5&2IvU@_GA87zhT*UL>dX8FR;9OMoF3h`>;6adfNH@tg zDXoO^tE%dL4~*@}t(Iav*6;%3#is{?L;OWX$f||d|6$neIk;_s2V_k{!(7lToYmO_4vg^rnKnI95c>E-3N~V+TO5)_){9nGB zXyO&`(Ux$4K=>suJc0;fkcGW%Lz7#Ogx9o4Bmhqmvxad-3=D3jqE3rsej{Pg&0lEsSv z^yNO9)!CtX42~^YD@RqSuZsh~q3R8PX3o-{+z2g9A2{ys^FA#y(GkQ*KXkxURe#4S z&8e2Jfb3-aTHBUM9|J*hxpYHJM};#0RGa5Ne#C@8k^H-_uii(Ws9>ST4xj#|XrdF@ zcDnJX6{?3P54~1_*Z&JXjJ8}6G9&{+c<{kn4Fdy%wbeH_IB%X!XkTuAELzPxGtjsV z2MJ7%oxtd#Mc5vvAJdWIV%vYf=3R$|jx~qKg~@b!h$cSaQ+Y1! z-f-I0@VH^A$Ya6vHhwDNs0sMZg5C!1*Sh0vOC-6&h17i~AIa{r)j{Na`;K}`yJg46 z#xRZy0!@t@t6^qzR*^z_8;1fqLw5K-PB8hog8>S9fZuSj-CHstr$jR5AQD`$l2QTK z_9`{lu*Mc9-Lta;u^Qpn&IaHU3g>^yy*;NDdYGZw5wgixTP-#=U_${DO8@Z_p#=xN zI{a>OXlEcV=`Sa8>EAOJAh>BO-KBNIbZ#zOqygy>z@K3)I?tc`Z}f+z051w*Pl$Ij z(wuT_Fw&8GMP(?T zVmVF6Tz{!Y2T-Y>$tu=CMgBm;(P!(Y2?)eN_9w8K{k{wI8jdvvNSwpe;|%W$i)bi+ zWjs}-jAQ)kCbf+m5Dv$8eD zoji&~M3i~?az&aTP5}@S1O$c@b9%eFK9``b3EH1V6h)RCx9;Yq$~36ettmw`=T%z0 zh@%c9ik~AV>za6od9qZ^O`r`WMZ*7@5V+0=t#|iM&diD zwr4iI{JzPF7P%dKywj7Ul|jc(on52R8A5WYKB$^Ri(n(%w(x#CIL~Wxd09+Ll%>{(IV{F(!U(YDdZs~ zC8cZy*SG`4{z$aS5fX`zDqyg}!efu@4-T#?3c@{~Vqi2dq#Q*G4s(5dXG?~Z`2YO? zZy;1Lpq>~QR(RlOS)6_)p!H|FmWHAj{(`?Ys18j#XO?Cf;RnPXdQ2|IN1cH3QxAG) zVuuiBOPrJGEBkF#|J(&W!nqOya`OJDkeb>Y$sY^k#sjAWhQmRLy;{#2741X$;tM)P zdgi=D$Q+B-V8 zV$*m1guKio!+DAxMz-szL55Dj_qlOa_2)RT&8U{C4UM^5WBNA@3-lHgM}QXf>2rh|#F}hfDGSk3nhs0|jm6m; z3Zb9x-`CESij4Fon$);KN>1*T4|+=INT6S{fsi9W|GB)t5EHDRZj1YWwb+#BQ^Sbh zp2j1@#ip!YSn7JYlf0TJUaB1)<{$nngG!w^uSh1a*=G3z93+7zx)=Rvg3?o&E zQ2`Y?JL`99qFUdXh{90CwwC5r^$8zduHNFp!tteP2{5>G$KIS=f5Hsjc3*yO-!&aq z2KIK~T?Qdq+5zi1U9hLlA94}~z18@Kg|vxu|HG>ZnUmYpjlf!k>;Zr3$^Zp7$+hpg ztib&BJiEFSH-EC9patSN_Ded}%OiDv2t~pK)Gr@9&TE77LKV2ZOYnwN=BIG~&X*Ce zV2NDzw4bJX<$Q!mwY&_563S80(J*7w7PhBeRYho1JADA1YJdOt?tatc^+oUW^%Y%} z>YD!W+kv%2Z_9cX6IbNlC$Z=N4nX2}2kUT@gF1 z>NU;Xw$a#YP`4>`2bc+XpRqZLnhftBI?m?b>vpn<-QwT@x$gDcf}p$NoxHE)4LWr= zNk~AnD{-zJI4)L?oKBWYhaIq6j7JMYe}7UlDLV4#7muM@t`-x&NKSbl;haKJ_4&h}e<#s^{TMgv*CHo^yq5972lOoK zWE)8;1>IE3;Op4A%U62>RgdDe{{+SaG$7`OTcf5r-56g z^mmeM9{9Adb^3!(Bv1>~j)hW3ZMU0(rWR{%`l^AEV`^+2csq8sm7l7B$%rfvHi;V~ z!cKWDR$sNX4-QpjIF>q6{s?MOxYtTf_c%}i$*OcV*Vz@oY8@rc_g6+!4 zj49fhg(jaD#}4G`QiF#hTY^~5*+2|%Bnsy-k&Ij>C8BHqKQa+8|3aqU(#~tuc$Rd229W*4OEd&?9TWlXZlKpkJEB=~CKq@Q+ z5z_}7%fuwDr_CfS?FA^0qdK7%4Sw|w#hFfc^a=7uhJ%tuwJHv260YSk6RNfg3M*!@T1x#zWQwpY+QJL~%Tg0(59pSU4 z4Z6Umhb>iQB+Hw?hB^`4KnG@~XMQy&+B$PMog&`xu0x3*Tchbnzz7Nf{^h};6L7O~ zobmCO@4prcY2ocJ+$$)Kb=LpHQ@g}HdJnw4!4hu@mj9qpAj{ zcgMasl0xT!Ppy6QbLUOVP(Lmur)ysrJ#f|*e^@ow&!o>CxqIjv7{I#Sj%`PL*T7;` zO6?v-dif?N*600!?$LhG=x9I~A5Er8j?eQOD8d#Hh`>tty9EgRAZE4}DnFT?o}ew7 z(4dic(w5^)#TiG?&udqbZN!Vhrx*`xD@U|RH$mkv7|c@<5Tv;Xwpm{}ShB!e4d~TS znw`0Pg*e-6BX8q%XrT=$|OWYur>w?hVUx>8VNc%&}C>3N>d$G z5lO~6F=2^G&D0JqYePi-Y3gg3^82?M0@8xWmuWy%rQ~#WfAa;I!^x6&5}>|uv{)rM zmM?Sz=|@6QS^L1%#ig2Dk-**VoJ=1t-@g=W;3KI+xldSy{p^*B1ZW7|+>Rt8IYUZO z{u%mB(p<(8*o>QJae?&3d=a%xeLAkBAA`d+8akQ zz|A@5vNvgJyW%bbX2=?wp6W|Qqu@oBx@&tI+yHeudzKalT|O-}6z@52yeb{bh=p6yo|*kYgDow=;4l|02tekG7Z222g|R-{FL(@G z5Phh71ud|eY zf+}IDtSwCt^+-Z$cKu1xOA;6i)%kmnG!HU7a) zE_yA(gZh9Mm~{uU{ltaN;WcOia{+jZNqy zhKzr98k(sBra8}wl;VO^<(q+W#bdck^04MBC)ZuVt{bjj+yle-%p{Zho4$jSt%vh* zvTWWl>R5W13wne=VUiKr5(bmuiOET*b_h1ojq&dt9q!N-?4_Y>r~F;i8;Yrcj(Z6N zs#8|o4Kzl<0P|Atk@?#?Za9GPa=IJ`yD*rFs^6weAQ!FwbKJW8Dj;VZ9Rr zQBeX5AEuG~C0Ona=0ms1+B!g_e?)<9T8SQXN7z-a&XII)#$qiftx4d zbL%Wa*$um1Oe*^^Yb9kRzM^K1A7FJ`B_kxPjhZ|46*}HA2ZNI(`}>L|N81jZoSYY_ zdYZ`S-+OFLcoU53v`4P2ZZ+O@-0UZoXS@p0_fKy!_s*yTjvM9?({k|*I|BaCimG>r z345AopYmDm(!&lSsO_74A&5f#pf5n+5IXNBlRDr``UorwU%ZqXpInlP9XY3Dzs5PE zYV$JX%Ts9;A*4x&k(QPQ*0O}8gsm+b=|EN?&ewm{DPc3}%mG`xz}k+BMU}Deq;F_U zZa;lVgO(0B!~hLAE+?sV<~3M#)z&>^12-$1Q05&OFw;O@eAnG;);pJ+`15_5DIUB% zrP!RNP^NKLHC?GKSFTlK{oOO;GE;D|et2v8^qKwfdHZpk=Rbji_`AF7E?4HQ8{RAa z+RtB(s&&q+%(YfSbuRjT++0I7HT&!Tk+J_TKY(R{9%Yjv5lgLwbX{t$L}B6WUwYeG>B|Wf%{^CQi{M9M4%xGs*i!~egEnld-7lNd}rl#6yYO0#1bHpgV zel4wExFlAO?M?``Z)D_=trAYNRSg6D8yuF_)45hgk6N_Eb(np12Cv;7Y73QEd$xH2 z@0S{@ngP4|FUybo(J}vr7y7@P0-z6*uWKC)g(8@R&(&qa%uUM6yXs!)nx9YH9xx96 zYep+elwc{d(Vf2l0Gee5Gtc@6k|PR@dRR$v^?y(Aq-BBp8SYM8KuJ zxl2NmLK&s72dE=}558-fAJ{hHy>zXl?zvK9VmfoxNt@(Mqpb=C=Fhjixt=Z0n0O^L zb4HKv_Io(&O=j`E7E~t`gpGhuJ#Z>%vtt6f>tC;l|LvdPr#TEZASuBM^$jh$+o|4R zLRJD|37AkEG_G&~?s;cM$(j(%ZEwGSc&lV>TimhafE-dTFTe9PmWRn(HNA$r2GjPS zn*O!btK_VL3R$kx$b7?E?wKpz*>KR1byqhbfUsR%($k*?@r}820v{8a`B;}eFzAhO zhXl=h?I95>86Hp;v2`TLWi%Xd!EXZJbu8}Qa^WO4cwi{xS_e-45W1l1So#4f1?^4G z%Aq&I6u8(`c1x;71mJO!mMRdVko`VCZ#nZ^;Qz(mTZL8Ge_f*}Dq?_$B9ba4(%qpb zNTYO1=c2nU5Gm;{De3MK=|u@hH%NCkd~>Pqf4|pv@E+`IpX}@V)`1T`xYoVy-~Ed@ z#~gDE=#7qu!SAT=ZDulfL;8;n`lyGZ$i(wC*ph)O7owPsx$53ByIG;z-rklj)BFFM_Mtb%jrhFWSGMikZ zfPabKZt)*_TuM>ZF2}3TP(_t}AFkGkE-&y>-?Qn{2j2dyPwv32TazO3BK=F3qYa=l-xh&PLLVK0MD*w?$8odmDvF^H7clCMyG5EUC^`&u#9%4}+NZ_@{w*iBnD;la5uYvH$vnMYCjP{_(H#>&*J_N z)c{kbS_M29+LrF~7=KGL##v+pVqeiTGb$)6N@z&!faaseydkZS@*g?b%Y6JdX7{iv zFH!_{cEYp=o)q8%t+d6i)`_4Gwed|uLgEwUf1mf|8(=5G#>!q`()ARJR5B?c;S;nE zL$tv^uJK&tBa`-mAefkNXDHx!F-6m@bhH`(SP7CKf9yJZy}jSKsFCxpLCx(SK-=;$ z6RKc!_07P^lm?F5MJY2@9W+{KPY4Q%>dat^#^={X1A;9Plybf9j1sR5TYniCS8F;y z-mZ5r()Sf&i)>$MY1cZjxHBd!g zSjapWXs`b8?wvNUWb6IaovAawO`bX9X|paNlnlryxno2~s${i-(EB*p@+tVD*JT4_ zl?ULsou6s~EmdJ*uPJC3_;Lo6K73}*^u7}4TsqqGZ#FHlSXbvz4nWEJ_E*MR9cHBi zHd9E#fu>(HlsDi;YJd64*=ypa6fnS77}?~4h5Aa ze-fl3&A?`(qRD~VHWsBn;Z)v_N@jNf&686Xo}w#0jqkuZK@Y84Sq?U4{`V`nF)yd4WJE$t=RU%{xw9mg1o%Yix+pNs-Ia{G2bR6)}vzcv1Tk}`u&xXVjhNjebFo`%*s2r;G&>_=b1N&fpDUg1fbJg|B& zd_DsDuVy_<0fJRZxur_9rlSSHpj-4MT=SEU&vm#Ae9KLjoD?1-nrFHgdI#7kHPzRjhG=fDjJkLz2t71W1zL+BSNUa5uKSDkq4m=F-kmTI zUVpAcv!9b|4t$mnP(B+Z5-1-nN=)1g+3!GhQZYaB^^3MIa2nJ9EG`B}dSeHNny5?w z+OlJ@?Jihy*psjGzm!DK;b`%d8+SG~oID;?DcHgNEZ(*-!4c@EY6m5ADHOp--C8;G zA&5?(UN-#DcCfUxw7IuuTHMh*5)6Q3v`#gy&QR6vj`R1Ig;2bMI{#JdvY0^!eCsK7VEnEj$Wqo&WVzO6g~drd+8eOrXoyyKPlLSJb)jBOMKsKm5PTW z0JcEj!u)`O4-i5qxSs&_%Eb$cArKtoZFtfEUNl|Ept!yD)!uR8Yy@~{kVOD?`$63q z+p7C_etY@OBdDDZRpRx-3vNQGHi{Ad;X_<16p;Y=_*&m%%J=B18m25Qa z9*C%#W2J1k8dFjhHqM#g5dQ9hvk2*L5PS`2N~Iu-?4fF26@~643v?M=Xw`*Y9JKE> z=pvxV?d(gy|7pa$CM+YvnE%j)qK~Z@=x0^3ZXJczQ9?|bF%kWjELJ?T-#z>)Qy8kuH$(U!{JJs z{AkG}0U8X%VVAWJ_&>B)yKrlOeA2NSVORADUI4#UE*ob%vNI{K>_ci3<(vjTdLEEO zX&hJm_8m|5_h+WF!o~mYT{d>BN3ES*1712tk=Z4vORwq?vU73WXNv5|j$HSp|R??K5%Y;pU2BS&+WNH)mjobDX*f-v@IE=lfo)v$v18?jHjW z#ksAX9FE6UMjF@f)bJ!e8eCrF>&@POyiHB!LyPCO`M_Ll@6Hr|^#bwjh6-pUvOe0q zp>6f-1~fRKxj1RRUoH>tN^q}z4(^`*I;TymAZZr-i{tH5lnP2C4=NXp^44yHncsjd zXFskfB`HZ4mo_-Fr2D72%B*;7pqY@=JQuIo+G-ox_>6W5maDC|LFR8~Wr&#w*@-x- z1Sgaat-7fN8Bt@-*m>6b{LmQYj`Z7XL(-&YW#|unIqToJ`hbG%Js9LH&x5Y5U0^-nmMTdiE*tD!_3qiTcg`E%t4k-Rdrs_I4OzE(zS_68wo)C5 zxPw#^>XmG5teEhtR`by^huM6+bnP4fGShQ&VvxtiyYCW17I&XbJFnxAf?^g}K|INm zIrLN<(4m06Y#I<#brGN!;BkRW09s!k+ri0#iSbc)0sZ?6%k7CPF}$$bNx)%e+Zvqa zg#jFRxp;>*Wgr^C5^7_J)Mjzkop_sc=We*wK4KeTe1kjxS3XFkecFg~skY*S!xt!e zZl)vte1Ls0JNL6ja|;PMp+WgV7&bIDb#yMcYS?O? z-+3;xp!u?T8QWZhCWCHjYW)n!V|^x~CWFT3TD7=1-|-uj5h2dk^yb;U2&n4G4K?Wd z2L}yrI-y#zWMy&Tt_ocDNIJSSR5UD?1Q(w(vMx`z(hZ}Uub!zY_bAB9iYq(nWr`2E z(NdLqfaGF!=N8v}UGTp-FC^LCumJxT*$Bt(WW4!v3w7&Twh-AO{1xQ~l+MQ#9KAcN1Rx-Daj61c9$M5neWZjwFo?PdC@*}t#1R0ZC#%uB|LsAsnl$O!t@5>? zR2nO_XaI7OlOF(ekqz*%>-Qyfb3hm~TQ0OP9Z~JtDRrwW+ey`QoN;q;9fB$`=uQmB zgog$jsPBbDD}JAdbEzA~n_O?xJUbBoEROt^oe8Z`Zs1VC#`a29)+atbpjbMo8%|bC z_IYByF#p6Jv{>H2L)U85YPi!NGxh4Ju%T!1so*9~(DptPs|}jH zB)(^*_%fly{O>uIBdX&Yv1;^oR{De8AvRwh{ZOegTGzFho}UpiAs`^6rhTG6I7tq- zHCPlWK?yQ{`0UBJ<8&e$+d}c}xMB}t- z0}w|6I?;!?tFBT=WT(!?_Zq?N8Y5`PtErwrbVAfECnu-8-wVI1H)I8bPcwQONt1z= z^PoQ|ICWs|TM@=3*U=uI0Y9A;Z!3pk_|ul}xip*+;VBJFl0baEy{4U&`n77yT1 zj7y}O*pQc(f1hjKX2}y2-0@ z!P9)?RzPiMXGQ`YwEdB+@_lUV(f+FOr-lT;p^ve`&L16}8`8)|RKzOEJP&TQL7oOA z>{f?LWn^cjB^UXE(@}{bU=Uyv$_R~gU&-pD!o|WuM%s;eLRVH!@OJwLIArA1jQKR= z)o=dPPSr9VwuB~y<=52^i9>p?dZIoId{t<){SZ4%XZ9lIqztKFu{9H=SN08mL*vz66#l@Fw|cRQTNpMT&W-QTdFst7HujvWn1 z|MsncKs!Q$Qo(JX@AR0Who#7IQQl7KY37BOf*#;pP69#8%tc&jy0P#JiQy3r<<^pdb`Cp(is4WS;O=Rjs6I506_V zv!&fuQ8S7x%it562j<2;S#4g+T+C<{s=KegSaG-pbFJCU!DnRgS&{-6UnqLa2ZV8# zP;!(eIO56Eyp?-pNxi#!lkO}h#t#NYIA(AisbXTr54wv^sB)o+09Aa4DSP2bW*_Jh zs7|m)ga(Ts5Onak`m2A5iMI`bAbGe3@BR06Kj)7A&eh*PboQ6Sz?)Dtw)G(*JltLT zN?X8>Pcfq|S59=xCtD*$(xN-8ws;}m;MX{#!xP`84GT44hb+3WYptx#NyAQx1U=}s zs+xfD!2^Ztp@xxl_ojuZ_n-u#+gQ4M^(LlvfBW2!Fysi&g?FZ*=^!;HCl0C)ckYE- z0Z)Wu!a{G`6=L?37wcPl&hgMt3>~^;&@c}TA-+T5Qe@vm(AH^H{kz{J*gvBkAJ=f0 zKe(-cFKiYtSNe-Wm+B3Z(&POnY2E2Kx!eqou90P}qKPhwI`lc$K|r&WWYEz()=}I@ zTagvx5}i9A@k;1mqRo7BbIW{Tf*}wnl{F{&H&N_5sJN$9*Q(O&d(F-IbaqN*uO)(~ zr+d?^nErpo9N`|Z|6O;0Q&PpQGeTGyeA=nn;6 zKnz4$+Fzq4@a(r#Oh~iaO&9xEK7i*(+^lBKT;rJd=H{OE!Osir6%NcfRAC{|hPzgw zM-uOnkLq27NkR-e9<)oeJH@{}J+^3*R4g>^5C#fH0E|13`CXlwZ{ts53wC{Z0Q!C? z{c8~JziM}lGTVUQ@IuE^Q9sq2PiLQA3dPVW!cVu&E;iy&x^eL9Nan7L<8ZF1lo>zR zw<7eB;8tL@eGQ+@2+4QO})g69fH9rbS*e=grhlrz~qb6EdIIxw6$ zfXz|@gn;t>PC{i61OWpZA>f8Aj_|~ZxH;Z?dqJRGBO^0&K8!F|yE*5yYU{`uG!dbk zfu`S8@vYJNFW&QVUJv-Ac+TcQVS$Y!>#kyMPdB~E@T8;&F>hi{H#u5E8*^T1G?uNE zbQHAo;vLtkeagr%Ie=ixYMyR8i;%`X)!<+?>U<`%Xub33Bw_2pwAJ+0h_zM$`m=hj ztSsw=Px(^g)*b`nN=*XiTP@TR9#r$f21liIdthUO(*OP6r4FdkBbCc}kEf#nzX5Vc z2P8z`q^j2*#pHcZ_IT_1HE0Rq$Zjk8eZqOTd$zce+BscOQ#fMd))f?&?3rS9I!V*{ z>V*|*vR%4zK>bexWbw+1##RY{$xxrRA9Lb^^^k8=d1nwbsdH=ceP?MDMpj11<`op| zNWc*&n?7LahUYHP%hv(pM34Ec6z11`#zf#Rs1su@cs8a5*=aJ6I{9y#K7=A~N~!@U zpVs1mJqXZ-^x#A#;&p+hi{zUS$2RYz&u~}VsO06^eT53PAzU-yTX z>c!i?{PCCjQ(x4r-oNi28ZSgclQR>2{#5Sbs_{J|$uen%@v;@_Ag3MvRYy@ir|l*^ zX`H#FA*O!_-28js0l=}7l}jrSx)S38KLYi;BGDpVql#tToqT?M=2R#?pMokfs!4@c zofn^&J!JW)vzwXYFDETi#HV^^;L&c`#*YCSv>YNI10 zgaN$Hzwam)gxe%RL#m>u6 ze2LnPK6LBF0xSvIu(b!jkOL5SmxE)#pI-X!L9z$=cF9idD z<;$f(p|Q;jYc=9MmX}oLu;H7?NdrTyY!JF}z z?arZ`ueY9EefRMIK}Rz<@80gzzWMP# zZ|FqKt7E0OQj7dt)|xBYq->*-#`nw4zS(*#+x5ER&u9MmqZ506>}tvnos@5KPo4=~ zlnfggRKmS8*_{8i2X`$gC+BU2r*N>|lhC`+4p>xd|FbWJE5(*ymQ{uBJC`e#_M7Bv z23pXr#4=jG?p3t=QE2$+$D>u(sV^lp7BLJ6gpQ71aWMf+=Gy=s?)8geH~l0zdAPK7 z5N^h1X7s=B-bw5>%r8;cFAs=y1_a8^r?nuE%+qSIO1Y@0Bz}uK-e|s_>(kr7lA64i z&YGNXF`}OSKNs^U+W&JgOa7wb(lo-7l6w|{>6w|CU2g)JT7C^l-}exm3Bo5JG%6WY zL43^2#8t?!woZK`s!TEAvd_YyX3h2XOsLb&w!w%T;i?t5S7Y%~^*ns#fMwdCl=$ELxlZ^{KYOum#i@<*XZoKar0E-vpkvl z-~ZjL%(b0;JqYwn#{%1r<7u@V)L3Uj<-sO6{9B7m6S;cX1qy7G6etfdHpf7r`d!N? zQB_T)7(V{-5aBvi_GLsRWng*Npz?NFlvJ8dZ~xfJpsUC5uoFnV-Dk7n z3|HsH<>47AROkCUhhe^bvL1H4FLV397>(Qi{nzgwU7+~So3AoG z{vUtYZ%}zrd!yfUP}tIvtNF8ddU|$qZ@r)U$?Oz=+r2w@+uIp_cZg`7UjE>9x$w=I z>AQ=k?Z|!()_j*)rygdjg@uI%FdXM9q-1$wd9cXyusf};Xm?)oya7a3X>%&K!%RfQ zi1Z7x#FMl-ju7PQ(kY3FnD+LHfTy>{C`Ob6YrvF~>-$nA5bE2mmSM8A&|?VO z%L8gle3mq+@133fMJ{@5Z3_nQk}0; zO3Igj%lB|wKWa>9dMEQ+mVV!GHXxbZKLOwN4@?1YXD{^rC35V{UPb>|?hn!nngu zJPithk7n=op%&3}kQLsT^>qb>`85Hh&KJA8en8p^jJV}h8BL?0pa5n@d9XNvtN9~1 zVARLQ2lv70kqcwQ9(z!Y>ly0KI_R?T21L*KYj+0vh2gOv0&yNn#4!%*Mh+uwtipFp z&|%!)pPl^@f^-XQBR3qF*xf@0L+fs8AB$Bw>aj;X;ZkTx!dUa=_a>&AXHArCx;n&$ zYza$bWmUWQ>_-KEY$%~o`bkfRatQoxjvrupVp;Ya*_DSH_p)v>DWy3>C-!s^mPj_& zi;9{|*dC&|!c&uPx|--JBYCx0ai;2ObGEc)gekFf)?Ub3SmY^&Nyf5XiI&mMvWSg*S-+`s+i`8Sk@j@z-q}$DI?|lmZjDP&>lO8Ynj;fS zsz1h?tq5ZOVBg`5@1Y*X}X)m1zlj#9EVmS_W zZNw_^g3S?s8%RFjdqm1oMbL7b#kf4M{n>oC7Uc3hL_O*Zf4!`?>FwDPL*wS==5k>T zUT9$qHp;ZKE0G|Gf37Eg^W%#YIzc^2$+Z1|t0ZaH%|E?YB`O#*-Plw{e$4g&(7pb36 zlX3neB_!-^b~SwY;K^O0;F7bBg|U7B-_riBR~~qv=O~i~ui}6RWR#YobSc<>oVCDCWKOK=y#L z8pG-FiRIUlKfj;@gZba+=?gYaF|ow=Lpfsr{!cl1CUdlFc^d`=cn}xBW>CANlT$mr zrcNd`QEO7K(L6ZQhlM3g@&S1Zsj8|f*i;V{A+U3+x0&|G^tb~`6Z0_vl=C@;eJ?R5 zaZ^HGbw?t33cy|&jQ7|oJjm%v2~s6CHK8lAm_E)9xR>y3H29p&mW^Eh4t6HD~luZK1)&DZpxLB;&T%9ZN0Hk z!%l_Fu>WJD8<~8mapecdjNGV!(WQzHhJF&Z2vvLX;9$j;B*D2r-h7-`JY1Da;J(~Fq%KT7BBDB?q)Owe8KWLH zOz>u|2(wzOiCIhS_PN`kdW~j{Cu*IVRp#W>92akrX2za|;G}hZI^cwlf=yD?QuMx8 zfPN&oO{klz8`mr6_dBcGjT{r%4Ioyf+)K5mEPS+osPzDG6ZQ#=fYVL-U@&VJCI2}Q z9^L@74A+W8*xyevB}I&- zbVs;KO2jz27TapZ#1esgHY)g;jflrXE= z6bs8%>WaEKg0?s?AB|gVuL&zzb#G0Y0=m=)@j6Aa*N#7G9_^Q#Cm_b|!NabBb5JW= z!J4(>i>%VWSzTUE;5o^r6p^7%q+mdlY7n!;{-t1gbhHR#z!W4{_ z3$toV)&e%gAMlCr0nzv8XivroSy7tjmHIrVL%Ml$p*J23;FxSWl8^nx&9!EEZ2UA3 zb}ERT4zvylJR4ukEG>aF6`;n&fJdTx>bApAMJ2_sfj8ew%|0e`JswR}$b>rlt6^!l zBj(vvUVVv;FioX~WXvRq{=0YZl3qW3DTDT=Y-(%_Sjx2QBhpXznRS#c&0w3q{JnA3 z;p@cDNwgqrBEW*{$eHZb)zKkaA-@s8HM4u?3eA8igi>_Aq`@ugIhD^2N58#FsAcHy zH{QBVyVIxRsh3#iS!1l1@`&?i{B)011uH=?*Aay6KbIep51zBe`7LyL4_62@xs9>B zwKsf;c3-*t4haoYYhO=aN@7{jsBR?ZaYY3yQn41!t8=Fkdv|z-gz$e@IZCZq`9`J{ zzXb261wmX%!w_8$^@C*h`1&io{e=cnOV$FYPyzOgr6q8lJ^LAWQvG-P22d6>7zB}t zaIP4+3gJ?F^?dTa*4)>ptjy0%9S2Jui?l;7Y|)0h#B{>v{rl?1+~7|Wp8oz)dJcNh za9Ac2iGe8z)Pbe-4i}Og(AW_ph}Yu>+k>yjq;wE3G!?SPeqCJyLIlEYe7=hCH|o$aOL^=^iYIiEhtF;{ zB&n*3F{Sks0M$Yh^J_XH0S}lT{cex@hPrH)TH$?cYz~k_9}Kq|)UEa@#06Htg);54 z7Z9Cnb~Sn%?VE-dvx8LjE;y+~eZ z;p`HLJ2njW{>`Fl)RXvS%qHqx-yTL-dosH^t5u)@yOaqdVr;md-u0NMRR2_A>$*71 zS=jRYU|It2xfMzMfR_9Vusx~uQZxy_?KoARnJPZJ(Yfp+@Q|wX=X3?6vLrRbUT;D#$)F_;;+d?@8-hrKCtNIN|n^;lj9=z;H_)lx$Ia>V0Eq2PQEi@;GX*r_yE4yn=#dGyB8tM!77~(0rSK=sR}Xz*Ym< z{u{lNqvAB`1`qu8fl|%G=*C^t4g6gbB`m5;4?mQliT-(doQ`O8q zb)rX?t|z9af8;7mRZ=t8)B6aZj=j~j@b*Zv5`Ko&tugfrMjPfb0>!qQS7IO7m?5j+W9G)#FwtY z(WhN}a}<*;FaLNPW!r14lugw2oK6)AJzk$|;1dz843&@_`eKAY3I^fi^ADHfyJzAU zU@Pjhy9*dp3Je!0Itad3Oc|f~`L-GTX7UpPu^n^a+p%QCS=lwJ& zDf?;UHct$AEy^}AnMr&V9V#iYD_I|wRuRSum1hI=ZgOEkP|o2oBqG9ZJk~vyhDS${ z?gB?qKXfQ))ffZr%Qo+;p1~B;22-(<({wM+ps>bHJ`8YUreI~2iNxxL6S670@+DV@ zFa$WpG&JwtokX%&GuL|wN5_dcV?>v%Jc5J-8cNZiB7PMU>rH2SE7CS2J$v5#-03|e z*X4&zG?II-;B?svC2VQw6w2(oy|CU^H6(k?7XUm7NUNn3q%L&O(E;|#L`xqeKHtF_ zJ*^wFW;sANknhrW#h<9-YjN>SphD9}F$H?h1hwa2e}{t|g~%4H4W*rb3Qu#6w_S3a zxDntpJue^qm{-9!RHb91>~T){((M=`Vw7CO=e}rQxIV+a;o~zsoJn8TIMiwyUu=6b zYbeie$Cn7Yck=D?$hetN_|)Y5vd-(h$axKn$yR}h=B`@P$)8gC-e%x>-K#zWMB?te_0(rz&95;&C|L2k zX1r3vEz(^6TqZ$b1rpm`KQ-;iyYD@O8USkncXgSbAa(%j1 ze|x3|zE(&7kdi9PBYuCrRtzAr^OHUO)l(oAw4YYMFw3~QN?di4d(M;H+}4iNIh~7z zkT0ASS(FWPTky3Bl$7XCZv3JMkUT=!x{TwDu2|v`6hC! zqT|Rfj$*`a*3GLOQr07Lb@#bsLhuv(0d?V?GA)-X@s- zmBH8ra7biinn2q2eW(?cf>KJp)RvpxxS+{Vtp9gTYtRJ@GKmg;X^xINKj!c=Mwy5ZNWtQvi1I49%a#7FJe% z^!CPfi*B|@vfWpWo;hv!&BehQC2vytMN{UviRv+CeBiUImJh#p1i_|=1`96FY{m}! zCnDJOh#;0H;*OEBGrNF2ZhakRs#)YBfCA&Elj6*U+nf8_TB8d%aD+1#Y#ppD$3F)B zv$~TZvBNE-G0cybHoEwj^*VW_rAZa3{`Dd(TtRV-@g!xjU-*SJ@#P18!S))4 zrse66LkWPm7^@!8olV>W;x;Y`K?4xtWmJ{HdF-Wv8Gm=679P4epS(if1~Qtor)Rh+ zuk10P%il6`X5C2{nA%?H*pSotU<;h$RclBC0$0U5mY$QX13LndWY<&|_L#RpZg>>z zEE=xIWDpaPiQIUR)E8v+*pDHcRwU&$lh(>hG~tHk3whAb^7WArcu~skb#LpH3qXni zrC*GECLD<82=8OGN(~9`7ug4wN zt%rws@bT`wcs`?Gq%W=2)ck33URmzvco{P8I~Xx%v3QrtstV^fYI1mcyGVe zu}`zOu<(HCp_KCexR>U3I28$__i>f*%bqzt6Do*FL`lqHLN zVSD@?8$J&TG_kO-uNqQY{{wsfQBy;m^gzGnMZ{JaFqzJa7rk=sp+7v{FdKTb)qQ?Y_Kn ze(Zp$Nw3_b8RsAvDOTt-h6l^>4=}93t|;0vlG43VMv5k+W5^?=}bvsezcGf z1x8D?+Z-Csky{setd}muxzDQin-3>m3IRL?wqpZWlt@F5I zE1#T&CmYOdp*DnVKSdQaMLD(9QBsxcFwh?e1DHdAu3}7=pcl*>HQZ*vdaxpfinMy* z_n@C&#|N(~*3BK)L&Gb~Q?y(KCl|_MewoS_177&mv#b zlT*(KweYxS&u;7@TWMGw?M_tSe1&OBbtw2`sQlx?t`h``<%Uhq!B9c#_5)60NIDMJ zn)?QahBgQ5?Po@k*69x2C`RnobPkcbC@|>z=64x=JO1D%!r_wSqL}`EcHn!%F`D$P z%=hOlp*Qp_Y2Z-gdUA%pV%_(chALi!v}*gqg;m_4{CTuBGkV_B!BhRDp{VE%k#Dayb|(g~Or~3K9|afm(8NZ;on`-t%qGcRb)J^?)eJrzB%$*}l@#j`a^Ls3fw%INx%@q;FnYG!3kR&SKAKBU)GfC3_v zCfx`D=Zxew%4#iu*#sspFWr2>{4-PlnCA!Kd6O&Ux^HEesfx^PPf8-O&H0U(ngqbYjm06(gjNgC>AFtu06ZWye+;M;v0E#Ub-l zb;f`jW+m*<#$UbL7Fa|(>~y)%6oDvns^f){#N_(C&~v4$P?dsu^`7cL-KWntv#84VpqW^|>rT4h3}R?og!Mg--n_;`1e%xhUT| z_IDGPN=yys!>GzvR1bY&@o|E0j#X4voj3PalHa_O;QGZiThr{nG}xh8AJKF zp3TZc%6J5~Us`+-@WM)quKEP;*jwTGP*_OjjVaVoQkYy)bHSvTAPsj^^G(EFYPa#w z2%lemS#r$RX=X})ae|+Ug8)lqO1P@k8c_juI}Me)114|%@=#yM4=&W-$l+S%DPO?q`HOQXvWwrw^ao6p9(yGCTv$2$+d7e#Z%PX5|$9LcX2Bg%+5xh1Zz zWp2h{ph~ua zu*Kf*71OhmwJu+y8A)L&73K7@r7bQ9PQc#z8|^up>$$G!Sj{~T!kqGU@`y`}`(LRc zvMT6$HVJ#T^gGdKSGC^yqO#=+g1Qc$8pAuG-~&WpYI)4Hem9L-Pr&=7hc|H$+Bx%3W~L3D%=dH`3LeWo~GWK3=a$?~?u+ z|H)ELP#W5vp?m=mAmEnlsuQE5J+35uXyEmI3#c7uA!NV$*uF6GhP7lSns@TXd=2(S_#LK$9Z;%qOO{TvHTZ_fi z5s8zFi~g!D+O)Hyid)arTK?p( z7t!wB+a_^(dvBwoe7{$s48(ezaCepg~z|JwFr+9y!*ELz`QI4dd%4ZVv!W`7+9 z@Zqcscbh^E#`p1Ye@q?R@{=H+qnkbWA~>-N-21v!{XF)h3)Z!s+)@6VOUsvk;&>V81?L`7WE)bPlSRqe$i!Z5R`1d=Ht~tSG3S;l+yTP^LEukgG#+A-8afk8a72winRG)=vTzK ze&m&X3%=HXs`^a|d>ApSh|+-=3$h8bGbWf<5=dJ+qlz|c{waI&aSf8e;o+Y{LocMv z9@2M8adL4((r>yq%PmgJ7XXh$>Pf<{@zW}6+trzx1Tnop}(V2L@;($MTPdZL3g ztd96*VMj&!9JZZEM2kMDHSaz9bUpG?2mljkp563ez!*TE{7Fp2 zc;;?sN{)S!xLzf~cUqv&0<{K`^Ip>S)Bt?pDLJLlwa?-PmgID*nBM?A)ONB`-Mq#(_n9KY+$fwmxGqWSD(4$h4ho7ntKQY0$+eK zuw!Hoj7|c)DhY?mJ;}#hB}oe#z;z^JNu@}I*m&2Q<*qMba7$Mv`__=6KzDzCXYwXG zVeGGa#VV4pl-P=QiD;g%U4L9`6ChEr(^peRz(E<<@F5X&FQ0Cm$-z?Yf(iii3F+;$ zI5hc+E!bD6b}@vVsx&zl9jcEpIK| z>2T~YQwn27Jaqh7Y-dQGOuZxCow%B9kP-~w0BFMV5)x1Nq2BBrv>3T@5}nRa;z}$O z?PTYu&QI#15Xlox{@wZKaDsY6wZT=0jGkVq0o#XIErrg|gvIw!K5Ib-C*R}8Klc?$ zF@UfXW|<_i@txGIt2WLtW8AxpeF1k#gS3_>xvC!hSUq2D-HOqbKuoezwa^#~}XBH;_Fif^~x zwXw3ad;~RS=$zq(0P0&-Mq<`i!ph@x3tnV3^a?2Mr0_c zG6BUYDoXWWuUV5;syQ7#JGDgPaHy?5HX{Sf3j*eIx{YmJYF#=ot#iNi8LyQc5(rZ@ z7DDdLf4bzwuStHTzOOM7Dp%Ch*^}YLsovcMFbTo?Qb3^kJ(||?C zZ0QjA5%XOv9{x->vLAIh7dTfh0VU88p@{Gsgv2>5yZZeq&pr6SmZkCT}-dPdN?0eF?DYfIfY_#3a_iOK4rc~NIkdqPzmP2zT zezfkM;_?*&$oS1Xuga|H*Cv|F>DV=&q}!?^!*u*6z%qJP7>$^a(8SFitnzxB0Ni>H94)&w(T99A0TC^XunM5lI`wNo6eP=L)kcXymAXwu zo3w{#_fR~A*-Xu$^2@Aj#b9i!Z+S;h8p7bxvo+(aK4VlQE0sA@GNH*gxp>bNB)(jp zWEulrdL3{Uibu5g0L3j45>V4+CMRdT6Ctg@y?2ia4&Q^xUWyNwFs3;g2st?JMMbG_ zy0GGAD>MUtP}-piJTO8O$4|bjhi5+|qseWy?R?;-bOT~^2_z2>k5zNWz(!q~xZ~pP zKC}sc?;60U)(}Ccla)JugdlTk;9S+FXW%=;v%u~HPVglY6SlRroNqEruE?@ru_kBc ztn9u~+hyCT?OFyUNNAtG_;7nt0QJwHcN2iE?$I9PGQ-(y5s^CpY`^D-b(Z~g{qKh3 z5Z@QGwx*%>^6%*$YAse&H{NQ@r~_|jT4k=w5Rx(*%>8~kQAp<5ymea8r>i^1Wa-gb zTwTq3C3L;XaJz(0Oxwz@=}XA*Mz;hY{Q&&1i=LQ;#D#i6SlGIg-CH-%?9)ac*Q$4~ zi##{s)9=%C2x?%zaS7czd8~?J=3gg%o`gNT4h?S z8UU?iq>!xvSAc@?dw61gAn+gGhnn1Y+B#*~?ch|=-9P?RQj(9$@v<)| zkJb0ygpY8DQ2k-HdQ6EMqBu;S<)cGzSo6DaK$eoW@SZ3-L5mCWRi~L z%);y7TLE`czO_}}U^|a>pG%^tddm;eX#XRCgT1qoY~mdcpre_R4Ec6LHo0iFOz6< zP|&uMx?mK^Ra9Iu1O59iEzp3dS9)-GFz$KausJU<-dGU2+}e&LgQOeHUGvQ1co&!o zQI|u$-&%0q>ULJHbxbSp^DAZp{W5aO1}1LmspKxw8;-K5?cGhKJPu$x!*wY)9=n}S zEO;^(uVQV@Lm{Bev!jwTDy}1kk6I}`8#3*OP%Z#QcwC7N4;S|a#3==K_3T)wsf9*u zP^m>+y?%50>-}Khc{}zTli-kg0Th5(T?H)E_~!@^&X`;bZvdOo&}4mqW#}ONr}gg` zv6LTxtF>%^R-?3b`{V87tc;23;#o!sU4puo?kk?fANP-ik7 ztO^bhGP1EX+Sstr*=rYVuQq(*k9Qx=j7c;Ie2Jvmp5+eAtj%RekXGxi**qe9Hdx@w zFywf-h{UMAyY2$ek^$amfy9Q&`94gycS$|*64NN2^*jKY7sp-pWl<<1RAORQm#$iB zK*Ro2JVTA7gxn?Uap!H(RWhpFF9Q>YA53zplp+hZRX2J8d#yrXyE{(54JN>$_(SH7 z{#W?rl*_NBVp%G`N zasp?6zcxC1g4g)YcyAi+`LGGHAjrHn<)DqhNJ?5Hw^xfp_v+eA6V7P^ZU}>>RKLLa z(7E?Fxppz}B<;Q@{`^~?3Y1n?eB1K08hCf_tR;!4j>@HV=UMNWs#sg!uXW)v6BV`T z@5^^=_;eP4*>JiYe`(AH7xm?;m+7_RT!KzHCVWd$K3WQ#ys?aqQPiY3&n}H9a^u5# z_|Wu|kI=-BQT~eWdyM?ut%9tFmd#D=Fbu zD>j>O;l8v6PIge`vS%#W+_QuFVZ+Wj|%&fAMDo}v^3sB zm#H+lcbrq%IlU*v#3TVe-Hf&8PDstFh?V(xgSn~t!LmwH0XMCOm(Ncb`l2~{UnzTM zSMrP(>f;BN&|)2gbC7|y^!gSfi!iHYewVMJr2X*B1iLu^)d{_ai# z;@9J6Yh~zNB+E`Tr)SRoyeEv~EC$R=gr7r1We zRxB+?#s$5LEw!&5IqNS94Us9(#e7&g=9!%~Ka|tSm22Ef`P!`fqmlD|+{XAR+aIU_ z7C-}6DmC5B<~+t(y&5i>>(#>V+kPejl{hBMbGRGFE0572Yb)&?Ma>I8737}xTXzLojUXh(EAFadV;6FVx@_OfE-&}AZfkF# zqsIJS&0Y6D)$iX&i-^)NGAb*ilf80OLiSE5$2w-Rw{z%|C^K1Q9OGn_kz z=v#h~(Vql_&LAA}J-gGfPp01#% zXrD>&zMrC;qU3%jy-%aoNETS255dX?=rh6Ab`MN_eiB+^;HY{3O(JPa z{c@}K9vKL$ER8#bo&;xR>QnKBX9`jJi5(~&btrXtF`$ffJg>+9bl{&K)Sj`tgoy_#lQy@y9c zDe@z9nw5&a@2EJ7u$d6*SV>1fwy^Z&tB}$`PHnn>!PKJ%JUgdF`ud-}-Zq+_43^Cq zwzdX^#)y(L+W)92#htm?l=p4kPP1V@a&N?v?{}(8q9+uz)6wr&9pYU7yh`%PFfplV z!_GmS6I*Q+RaJ#oC)HyfOyJZ2g!Q{`UV}+6RN80(Uzk~G zlZKX&O=9geo4y$bro>+d6^*U&So^kTvpo}>P!n>{@)ekH5<<$sepWibGt=i#3_LHZMf}Et zT3dmoVxNpSE=anic@s;JQ1fw8FoDr~12+W8@ z$0>!YSY2y@A;)GbcfZd@B3E%~xs={VBV!samMDyF>9FT+8P=VN(RRtJSGb9vFU7jW zT}w0PbC5_z8S@VY^_ymAtIWp6E(CXqc|SJkcVBwvL>?VQ_I{C;WdroAYhWPQ=~`cR zFSl8cVd>4^9_7)^(IO>Dl5%RW)0h1Kbe{t zSAs_Oy1b{Xe90P-JW!@KjSnaN-N>3;{^aCj?fQsbUh&vp?FnG{_-~FE0FWeL z!~z1i>K1uq1o*#-Ls2TEX)Sft*BB%qFD}Zaia7@Jdoe5mqc%Ob` z<9=k9LneIiSNwA>XnH#J;7n+T&*~^*IkzY-)*f$S+HYy@Y>vl0#=!hvx+VyfLq#H= zvB9(n$zpA^zEam|CJm4S6AF<#McbmOI25H-cf z$UWhZw)fsd1&vZEGos3Dh^=*gsp)IOY_LQ>_1_AAJTJj zZXMaz0i>pc(!e6b7_#>C_ak%(&K2t zS*iToKbJ1Qw#-+_@BeTx!n*(l@r6)%j(hEg;9+(+w|lKODdfd67W!-RRTJ)!u`=3+ zA~*GMrmmy+v>so{_M1U8|4y|0k}EHHadFA9+-rs7lf-lg5J}$BQsDDId0DT(N%dy6 zzG8qm!={4VGWl+E{qxUKLDAg?YK7GEyGq^LA|Hp#<1T13XJ^xB{%H2^&dAB>>eT}G z7neM(6LeaJ5UAu6L}XV}B&5=fS{Rv|XQDqx`#9q-Jfu}=C@cv-okPV_6YrsNgK8Uv z--*e~C*FRhx#?PM&3iu7$k;gZ@Q<;?^cgZB99{JFqa@Qe{(IIPDUf`-Wy9R3w$38o zA@!F48E?7OHEpKA^5i8G5*6{r8()5srd!6lV}4J(u${!fqb;hKsHYfj@m5pJ-cx%N zpNvgN&VnAO-!g14fB3CQUzAYiwt!~f$yP5 zANHsR*gNYuIgyPegYv>mtD43jUC|c+>pF1BEiBMCGnY;80QE)xq{jV+j~F1+p))-C z+iv78luie?U!SF+jYq|D;eTgUz<|g_+(f?)JjsjiRHd>g7#3yRsz>8euFMU?Nwgk+sMnJ zH>t})YPT$(%XHtw$H?|oRbC+cycq5k`8GS4?5VK2qU|ZRtf1i7-D$+CYoSo$7gy*l zQ&KWY-cLRG%iPoRCXh%rDCD?Zq7mS`jN#!Tyz~w2^|h`dw0gJN>@L*Q)?H<=@7}_A zj5_C6zkGqI%v=n%DbFL&La2#cVo2*vLGCX3>*D@)#hyd5e@U!W` z%(u7ue7yDdn$BE8ZoX_+z(?J-84}85@5!bdDQ;txiM5b9P@(qc9{c+4J@YlogjW_9 zchHM11??K(1BsXG`u%)pv9C~VE+{goF=0$}EO@iHT4J|$QM*GvJOVxFxKvcck6*9u zcadTOk9mi#o(PZUFMj=c4~D2*Q1Cg!88qF=efje7(vM7GF+jiq9s{y$pXp}dkaH9o z8*RkHcSVfu8>J-@c=~;4el_ZB+v?@OUZs|5w`NoDSeJco zwFVLjQ(PIvNO7x+2T1aCZq9@0oa$g-C@GrbP*-a$U~*G6Dlv?3duuBZ2v?u>_Gnm@ zHp7as+qm68rk7>lTiic%f(P4-u~TS9rF`vdsQgC^zENnUH{|q>pf;vDhb|f>^uZ)H zI$K;iY5$Otgh)b?xU>DHRDZ2ki*^P=T~Y@Iy6E;&ldqUFGIpz_tbF^%PH1J5Blx52 zpp-R+)p5(mYWqfd7Y_I4Ksz0Kl1+XQ}T|Jfp=j2Ksvh9pQU4h z|qs`}aRJ8_b!x;3e@?L1F>qKHw90)=D*%D-PvDK|RIBlhk6iAn7sk1`GB^69|XJflM6f+6Q!g^czBu_W^;w;t*5 z*H!5Er|{s;063h@M267kz?RcsT^jpKdmL>Um z9vb{ud6L9qX68#FWC7;;_xHL!+P<&gVIm=W4?NxL+(b#=E%g9+-B&_6yef3*&(E}3 zpM3y&G?fc0EWrvKOYDUULUpLd`g*xKwc+XoA2heM1ia=HA zfkt34j-Nq}-SUBwkoFI+=94y5qU<)60>e-V5WpKkYp9^Em9B!pH#x3CcX|eKMrXniC(Nze z$;n?QO>Jl{4n5*nFx8L&bXG)q3QX`%jI3^r*e>_i;<2i8qG!(JG6SiTc+2d;?{l(N z>uW`mow3%|L+fL<$Q}-kEBMNy5b9M6US7H@x9?8#(w#Wx)6uminKhLDvAu_<=>jkv$fm{I=5~DMQsssPkXat;8l-xvM z=C<-tE4XgEc}>QX{~3W`cXWscyNW(}J9S`Cn6fO?w>;Xf#N9g2UY~bX+D~Z87qe-x z-@vM@sH*O@mY~;HRh@7+8zslW9Z5AYHJkROfmtc`*Ah+C*4HK-n%!K3zF%jM4A*NX z;dT^81A_*~m24cY`FKUXS(5!=S4X8Q1@Y7V-wLVlUG{eS#Z{N&OSOv)0BqST+}swB zJdO`uU^m^PkW#K=6Am20iIz9JFBi@XK`ktBp&>%|DoAS%VOd8I-oFg^8 ztM$@JCh;(gnHkvCSD z@Xj9(tS014WJ#4Hn-*U~!$x4HxM5zo(5l>4yR#o{AJK!fBdP@b3Yd*YA=?@QnE~Mj zydg!=Ije`-B~!J7@A69&-O|MUCl#M4_kHsa)jnW{0Gp9WLHU%dps-|J^{vHBqwlU)H8K(QzD2;KJda=! zpCCR=OxNA{ORy-B=WDssksnv6hK26GiQV>`o$+sZ{!o1@1!h=ga|+P&5RnLAPlLGA zYg7+s1hH*e;;>8Q5ZFBIXj$lWcB=y~STrd!H&idkj004&ASthRZS1(&q$jH9hFx|a z^>jjvK;VOvg1vqC9HM( z`?jXYNKv*ug@`2ekI>ikq;fJ(`>^49dLBZz>1hbU!p0@$s!M=)Vziy){NJsGP$%w~ zlqnwLkCTMXS*8Glr)BVk#nC6TM`XS7eXcsn3xU4pZ)3iEY0a{Sp&J5SL`5D94%sE| z)&fQX;b>xL1Tf*!6II!Rj)~Va)!_oKd4ul(iWY9_OioXyjUl>--c}nNbwo~9NbSI< zG+JUh*Tb1;Gng$PrO14`s+8o^`R0LDZ#%!mK8%z=?+3o3`82o0r)F(on{6^DTMo@C ztxq78=#)AVhb(*Fzr+oUk$*U?y+`@Vf<7NX-H*B8%_bRp7bZcR@_Z}Tj7FLGs z7wYZ1vIIa-`Z%hpxVtF2xLS6@w(WQ7yU^8N@pg@ybYSP@)E@SwX6pTk;LY*%yg`J7 z7*uK0Q;|i_UAMl^p5=O=(mym}1XduRmBQ+|m{CKbe{`QJ@0MDQVS=4nB}h0f&b^xW z6>sc1`DjhD_c*AQPLq{fTS(bTy*u_?xr9$mzw$-Ka%IP_JB&HIb@s`Y%rWE-7+COy zxVIO#mg6hFFIM@ggzJa=4jog#e*FqP5!6vjlw@s@+ivmsNxws^z%<)V$^i+`M*aMS z{_8uMZ^d8VZNobq+uNI@p(xYbvW!7)l#6Ox_%anA9 z8{}@SJDxFd*bZFP%+sgIIKo}zPZgFwth{;-Z~^eu46FShEwJEz{=Tt9RBTMd8R;v~ zm=|2vM?l+@Yd_BGcXa)98J8Md9Y<3WkrXjt9ixx-U80OwKt8FrnlhbuLGB8jrV`$b z`lTf2cRfjNf7JHmt*4LFRZj(!HpUtmUy5f@E=nx-^~eSZptIk`&yHyxko)LQOr&v} zG8~x6mB30%n}r8EzvUMOXnzPr=${w%o4mhwNU~kT>zTTW#S|8flF7pNA63Wm2_LP9 z!i^`&;*|4>KmD}(JigHhIp(&f>e2UH-Shyk3_YJv8;IbgyIC6r_T{?Op9h?AT-PbD z+4}r^QxSi<2U12)o0|d^(jG!_^@N3R$9c>ZfE>?us(q*TC)@PB|C}QO#zX0nz(D-y z&(&ujt<7%h%q$Xix3Ked zyR53P;QJ0f(m-7T&&F|qMftfz5JnwX61~)K2(f$jU}>IG6T)QlrP)IK0>AB(LYU;4>k5K~BO%T3T=1P@kCz+=D-+ zq&y*c@@W*TwVbf|12>Tdi~^VuVR~H&&z`MSZkp|g&mf}~!x*ltIxepU*K?>Nhc-s< zug7u=u7Ymj@Z4%$Qcz4fIbF|zkNVrC4Xj$3ueaSAX(oZxb~W+VGtG^wZdU6nk+zOE zj~LlR$R5$8NA0pR`rF;If|LqOx$R@p{xpEjoz;NuVs35@%9P)H!~SP$I}?-3RVb9d z?#Je^%c5N+s$Qg#oxqt+nnB`5ZY9NQSwJiKc+T>eNE{6eoK1cAV>89F86PRCt@epy zHIei;ZN8qIw@hGSuy!U%zW|{m4vW1tlK@;L&qYB{&uDV%hW+#M6`iz#>5Ail$MeZa zcOIGOB`ojpBqNE&bU6In(E7B_EcM9Yinat!V|~eymC3p1*N^d5RgOZN^z9`{huEIt5qAvf73f!Vd-?P8yl zl$9cw4{B%#HWgSy8oT<{c^5WcvCN)leXum;H|YL5^txY)d5kW)$!E{~xL}$$e7!lK z>Ef`En8i;TG&KT(tXq95^YvS&YfBpV&tE*^z0YYz8rkPErU5@1s=5zL9$5YJU(@zVw*UYD diff --git a/gatewaybench/gateways/litellm-proxy/README.md b/gatewaybench/gateways/litellm-proxy/README.md deleted file mode 100644 index 6ea3db2b315..00000000000 --- a/gatewaybench/gateways/litellm-proxy/README.md +++ /dev/null @@ -1 +0,0 @@ -Placeholder for LiteLLM proxy benchmark configuration. diff --git a/gatewaybench/gateways/litellm-proxy/.gitkeep b/gatewaybench/gateways/litellm-python/.gitkeep similarity index 100% rename from gatewaybench/gateways/litellm-proxy/.gitkeep rename to gatewaybench/gateways/litellm-python/.gitkeep diff --git a/gatewaybench/gateways/litellm-python/README.md b/gatewaybench/gateways/litellm-python/README.md new file mode 100644 index 00000000000..54039936e12 --- /dev/null +++ b/gatewaybench/gateways/litellm-python/README.md @@ -0,0 +1 @@ +Placeholder for LiteLLM (Python v1) proxy benchmark configuration (bare + prod). diff --git a/gatewaybench/gateways/openrouter/.gitkeep b/gatewaybench/gateways/litellm-rust/.gitkeep similarity index 100% rename from gatewaybench/gateways/openrouter/.gitkeep rename to gatewaybench/gateways/litellm-rust/.gitkeep diff --git a/gatewaybench/gateways/litellm-rust/README.md b/gatewaybench/gateways/litellm-rust/README.md new file mode 100644 index 00000000000..6ed456bccad --- /dev/null +++ b/gatewaybench/gateways/litellm-rust/README.md @@ -0,0 +1 @@ +Placeholder for LiteLLM (Rust) gateway benchmark configuration (bare + prod). diff --git a/gatewaybench/gateways/openrouter/README.md b/gatewaybench/gateways/openrouter/README.md deleted file mode 100644 index dc79b80a95c..00000000000 --- a/gatewaybench/gateways/openrouter/README.md +++ /dev/null @@ -1 +0,0 @@ -Placeholder for OpenRouter benchmark configuration.