From 7f110cfde6bfef62fb66998e4e8f458eb7bf9655 Mon Sep 17 00:00:00 2001 From: JoyboyBrian <122925040+JoyboyBrian@users.noreply.github.com> Date: Sat, 24 Oct 2026 21:25:33 -0700 Subject: [PATCH 1/3] Certify concrete reversible-lifting defect on native frame cycle --- .../native-rounded-loop-defect/.gitattributes | 1 + research/native-rounded-loop-defect/PINS.json | 37 +++ research/native-rounded-loop-defect/PROOF.md | 31 +++ research/native-rounded-loop-defect/README.md | 11 + .../native-rounded-loop-defect/RECIPES.json | 1 + .../native-rounded-loop-defect/RESULT.json | 120 +++++++++ .../native-rounded-loop-defect/SOURCES.json | 48 ++++ research/native-rounded-loop-defect/TASK.json | 74 ++++++ .../native-rounded-loop-defect/VERIFY.json | 30 +++ .../source/ACTUAL-WORD.json.gz | Bin 0 -> 207673 bytes .../source/clifford_exact.py | 149 +++++++++++ .../source/coherence-background.md | 124 ++++++++++ .../source/graph-certificate.json.gz | Bin 0 -> 46142 bytes .../source/lifting.py | 233 ++++++++++++++++++ research/native-rounded-loop-defect/verify.py | 87 +++++++ 15 files changed, 946 insertions(+) create mode 100644 research/native-rounded-loop-defect/.gitattributes create mode 100644 research/native-rounded-loop-defect/PINS.json create mode 100644 research/native-rounded-loop-defect/PROOF.md create mode 100644 research/native-rounded-loop-defect/README.md create mode 100644 research/native-rounded-loop-defect/RECIPES.json create mode 100644 research/native-rounded-loop-defect/RESULT.json create mode 100644 research/native-rounded-loop-defect/SOURCES.json create mode 100644 research/native-rounded-loop-defect/TASK.json create mode 100644 research/native-rounded-loop-defect/VERIFY.json create mode 100644 research/native-rounded-loop-defect/source/ACTUAL-WORD.json.gz create mode 100644 research/native-rounded-loop-defect/source/clifford_exact.py create mode 100644 research/native-rounded-loop-defect/source/coherence-background.md create mode 100644 research/native-rounded-loop-defect/source/graph-certificate.json.gz create mode 100644 research/native-rounded-loop-defect/source/lifting.py create mode 100644 research/native-rounded-loop-defect/verify.py diff --git a/research/native-rounded-loop-defect/.gitattributes b/research/native-rounded-loop-defect/.gitattributes new file mode 100644 index 0000000000..32c4aa2f30 --- /dev/null +++ b/research/native-rounded-loop-defect/.gitattributes @@ -0,0 +1 @@ +source/* -text diff --git a/research/native-rounded-loop-defect/PINS.json b/research/native-rounded-loop-defect/PINS.json new file mode 100644 index 0000000000..b91aa39319 --- /dev/null +++ b/research/native-rounded-loop-defect/PINS.json @@ -0,0 +1,37 @@ +[ + { + "path": "source/ACTUAL-WORD.json.gz", + "upstream_path": "research/kappa-round3-warp-20261022/ACTUAL-WORD.json.gz", + "commit": "32890bc5de034ab8fc93ac88ead7279a6a416d04", + "sha256": "7679daa4ec6a40f56fc7f0202379a6f454310e94945aba4f48beaaaafb838d05", + "git_blob": "46d929df83817b85a5387bcdb9745e0627d6366e" + }, + { + "path": "source/graph-certificate.json.gz", + "upstream_path": "research/coherent-frame-additivity/CERTIFICATE.json.gz", + "commit": "32890bc5de034ab8fc93ac88ead7279a6a416d04", + "sha256": "e69cd4db3a2bd6661d267be8a35a2f871cefe1ac03bdaf471c13ea627a705358", + "git_blob": "a90d2fd0441ecafda09d111237567a96f48d1dbd" + }, + { + "path": "source/coherence-background.md", + "upstream_path": "research/coherent-frame-additivity/README.md", + "commit": "32890bc5de034ab8fc93ac88ead7279a6a416d04", + "sha256": "cf6889e806a9b4fa9a75beccefaa998627a9b35b77be529f0fe26718f60b9d67", + "git_blob": "5c72c03ba7887aedad30acf4c20f40346da2fee5" + }, + { + "path": "source/lifting.py", + "upstream_path": "research/p104-reversible-lifting/lifting.py", + "commit": "32890bc5de034ab8fc93ac88ead7279a6a416d04", + "sha256": "9424ee08f22b717f6d58f7cc46f189c5549fa86778afcd0c0762ab2daf591160", + "git_blob": "524ed59c1e498f78134681bea49fac55e9541068" + }, + { + "path": "source/clifford_exact.py", + "upstream_path": "research/t74-native-fast/vendor/native/new/code/borrow/vendor/clifford/clifford_exact.py", + "commit": "32890bc5de034ab8fc93ac88ead7279a6a416d04", + "sha256": "2982ead07721e83358dc67c6f49c2b4c16a236a6bebdfd72f58221be1f5d0962", + "git_blob": "166841a037f069249f6f7f6dedb89248812f59e2" + } +] diff --git a/research/native-rounded-loop-defect/PROOF.md b/research/native-rounded-loop-defect/PROOF.md new file mode 100644 index 0000000000..51a633ae55 --- /dev/null +++ b/research/native-rounded-loop-defect/PROOF.md @@ -0,0 +1,31 @@ +# Concrete native holonomy obstruction + +## Literal source and hypothesis being tested + +The pinned round-three ACTUAL-WORD forward program supplies events8160,8148,8196,8197. Their native frame edges are 0→29,0→2,2→341,29→341, all rank one. The retained coherent-frame-additivity certificate places the first three in its forest and the last among its chords. Frames0,29,2,341 are respectively [],[38],[11],[38,11]. The closed walk traverses the first and last edges backwards. These occurrences may concern different supplier roles; this is the consistency cycle required of a single frame-potential implementation, not a claim that the supplier executes these four instructions consecutively on one role. + +For frame a let F_a be its exact canonical unitary. Each exact edge is F_b F_a^-1. The loop telescopes to identity, including its global phase. The independently decoded native recipes each equal this operator as both tableau and zero-state vector. Tableau equality alone would miss global phase and is explicitly fault-tested. + +Use the existing P104 integer-lifting `pair` unchanged. For Gaussian integer inputs a,b, set d=a-b, s=b+floor(d/2), d'=i d, b'=s-floor(d'/2), a'=b'+d'; floor is componentwise. The inverse uses -i. Each step is a bijective lift; reversing the quarter turn gives the exact inverse on all Gaussian integers. Signed affine monomial wrappers are exact permutations and quarter turns; inverse wrappers preserve exact reversibility. These are actual native adapters, not an abstract inverse oracle. + +## Witness and quantified conclusion + +Take 512 Gaussian integer slots, all zero except slot1=1. The authenticated executable verifies every intermediate sparse row twice: the original source in-place kernel and a separately written recipe/floor interpreter. After the loop the only nonzero entries are slot1=i, slot10=1, slot39=1. The defect is (i-1)e1+e10+e39, with squared Euclidean norm4. A rational interpreter replacing floor by exact division yields precisely e1. Every edge followed by its own inverse, and the reverse of the entire literal rounded word, restore the input exactly. + +For every integer g>=0 set h=2^-g. Realize the same integer-coordinate implementation on h Z[i]^512. Input h e1 gives output h(i e1+e10+e39); its defect2h is strictly nonzero. This proves failure of exact graph flatness at every dyadic precision, rather than a finite precision search failure. An interface quantified over all positive widths already fails at width1. This does not establish failure at every width, a large-input relative-error lower bound, or failure of a different jointly coherent implementation. Indeed16e1 is an aligned-lattice positive control with zero defect. + +If a family of bijective rounded frame potentials P_a existed with every directed rounded edge P_b P_a^-1 equal to these four actual implementations, their product around the loop would be identity on every input. The witness contradicts this. The argument concerns exact potential consistency; approximate end-to-end accuracy may still be adequate with an independently proved budget. No inference from invertibility alone to flatness is permitted. + +## Error, internal magnitude and complete diagnostic invoice + +For one pair, compare to its ideal Gaussian unitary. Let e=d/2-floor(d/2) and e'=d'/2-floor(d'/2). Each component is0 or1/2; both outputs acquire the same error e'-e. Thus the pair Euclidean error is at most1. There are256 disjoint pairs in a rank-one512-vector call, so its norm error is at most16, also for the inverse sign. Exact monomial wrappers preserve norm. Four calls therefore have worst-case Euclidean defect at most64 grid units, by unitary transport and the triangle inequality. This applies to every Gaussian integer input, not just the witness. + +If every initial real/imaginary component has magnitude<=M, ideal pair components have magnitude<=2M, and rounded outputs<=2M+1/2. Four prefixes therefore have components<=16M+15/2. Within the literal lifts differences, pre-floor values, sums and quarter turns are bounded conservatively by32M+16 across the four calls. Signed integers with w=1+ceil(log2(32M+17)) bits suffice; grid spacing h changes physical units, not integer register bounds. This is an absolute precision analysis of this four-edge diagnostic, not a complete multiplication error budget. + +The paid profile is exactly four H1, with eight signed monomial wrapper applications. At width1 there are1024 pair operations,4096 wrapped Gaussian values, and the receipt records actual permutation cycles/swaps. A register-reused arithmetic implementation of each pair uses eight real additions/subtractions, four real floor divisions by2 and one sign change; the Python source is a semantic reference, not an instruction-for-instruction tariff implementation. Its eager rotate tuple and Python temporaries are not priced as that schedule. The source code compiles cycles at invocation time; any prepared-plan variant must charge that setup/storage rather than claim it absent. + +One live512-vector is mutated; a monomial cycle uses one owned-zero Gaussian scratch restored after each cycle. The verifier holds independent snapshots/oracles solely as instrumentation. Eight wrapper plans contain4096(index,phase) entries; generating them and cycle schedules is ordinary O(512) work per wrapper with explicit retained plans, not recursively cheap oracle access. All diagnostic calls and reverse-control calls are separately counted in tests; the scientific profile four H1 refers only to the proposed closed walk. There is no claimed scalar allowance, saved recursive work, all-width runtime, complete supplier cleanup theorem or kappa improvement. + +## Family expansion decision + +The result closes independent edge-by-edge P104 rounding as an exact frame-potential service on this actual paid graph. It does not close history-preserving, jointly coherent, additive, or differently rounded services. The R15 nearest-even service is different and makes no exact inverse claim. Existing generic nonlinear counterexamples and graph-cycle enumeration did not establish this concrete native failure. Any next construction must state how it restores flatness and additivity, charge correction/history creation and erasure, bound precision/internal values, and compose the complete caller invoice; a local inverse test cannot substitute for those obligations. diff --git a/research/native-rounded-loop-defect/README.md b/research/native-rounded-loop-defect/README.md new file mode 100644 index 0000000000..9a0e1e0667 --- /dev/null +++ b/research/native-rounded-loop-defect/README.md @@ -0,0 +1,11 @@ +# An actual native paid cycle has nonzero integer-lifting holonomy + +The four-edge native frame cycle 29→0→2→341→29 is exactly identity over Gaussian rationals. Applying the existing P104 reversible integer lifting core through the literal signed native adapters instead sends the unit input e1 to i e1+e10+e39. Its defect has Euclidean norm2 in grid units. Every individual child and the reversed whole loop remain exactly invertible. + +This supplies the missing concrete native example for the coherent-frame-additivity handoff. It reuses the existing rounding method; it does not propose a new one. Scaling the witness by any dyadic grid spacing proves failure of exact graph flatness at every precision. The witness is width one, which suffices to refute an interface required at all positive widths. No claim is made that every width or every input fails. + +Run `python3 -I -B research/native-rounded-loop-defect/verify.py` and the same command with `-O`. Source bytes are authenticated before import. Both integer and ideal rational paths have an independent recipe/floor interpreter. The receipt includes every sparse cut, literal event identifiers, and actual operation counters. `PROOF.md` states scope, analytic bounds and complete diagnostic cost. + +## Open next questions + +Can coherent frame potentials replace independently rounded native edges without exceeding the recursive budget? Can a changed child ABI retain correction information around this actual loop? Additivity and endpoint correctness remain separate obligations even after graph flatness is achieved. No complete caller, recursive child tariff or new kappa is claimed. diff --git a/research/native-rounded-loop-defect/RECIPES.json b/research/native-rounded-loop-defect/RECIPES.json new file mode 100644 index 0000000000..ec453b2741 --- /dev/null +++ b/research/native-rounded-loop-defect/RECIPES.json @@ -0,0 +1 @@ +[{"rank": 1, "left": {"matrix_rows": [2, 5, 9, 16, 32, 1, 64, 128, 256], "offset": 0, "quadratic_rows": [0, 0, 0, 0, 0, 0, 0, 0, 0], "linear_Z4": [2, 0, 0, 0, 0, 0, 0, 0, 0], "phase": 0}, "right": {"matrix_rows": [38, 1, 34, 36, 8, 16, 64, 128, 256], "offset": 1, "quadratic_rows": [0, 6, 6, 0, 0, 0, 0, 0, 0], "linear_Z4": [0, 3, 3, 0, 0, 2, 0, 0, 0], "phase": 1}}, {"rank": 1, "left": {"matrix_rows": [3, 5, 8, 1, 16, 32, 64, 128, 256], "offset": 0, "quadratic_rows": [0, 0, 0, 0, 0, 0, 0, 0, 0], "linear_Z4": [2, 0, 0, 0, 0, 0, 0, 0, 0], "phase": 0}, "right": {"matrix_rows": [11, 9, 10, 4, 16, 32, 64, 128, 256], "offset": 1, "quadratic_rows": [3, 3, 0, 0, 0, 0, 0, 0, 0], "linear_Z4": [3, 3, 0, 2, 0, 0, 0, 0, 0], "phase": 1}}, {"rank": 1, "left": {"matrix_rows": [2, 5, 9, 16, 32, 1, 64, 128, 256], "offset": 0, "quadratic_rows": [0, 0, 0, 0, 0, 0, 0, 0, 0], "linear_Z4": [2, 0, 0, 0, 0, 0, 0, 0, 0], "phase": 0}, "right": {"matrix_rows": [38, 1, 34, 36, 8, 16, 64, 128, 256], "offset": 1, "quadratic_rows": [0, 6, 6, 0, 0, 0, 0, 0, 0], "linear_Z4": [0, 3, 3, 0, 0, 2, 0, 0, 0], "phase": 1}}, {"rank": 1, "left": {"matrix_rows": [3, 5, 8, 1, 16, 32, 64, 128, 256], "offset": 0, "quadratic_rows": [0, 0, 0, 0, 0, 0, 0, 0, 0], "linear_Z4": [2, 0, 0, 0, 0, 0, 0, 0, 0], "phase": 0}, "right": {"matrix_rows": [11, 9, 10, 4, 16, 32, 64, 128, 256], "offset": 1, "quadratic_rows": [3, 3, 0, 0, 0, 0, 0, 0, 0], "linear_Z4": [3, 3, 0, 2, 0, 0, 0, 0, 0], "phase": 1}}] \ No newline at end of file diff --git a/research/native-rounded-loop-defect/RESULT.json b/research/native-rounded-loop-defect/RESULT.json new file mode 100644 index 0000000000..6f18ae94a7 --- /dev/null +++ b/research/native-rounded-loop-defect/RESULT.json @@ -0,0 +1,120 @@ +{ + "events": [ + 8160, + 8148, + 8196, + 8197 + ], + "directions": [ + "inverse", + "forward", + "forward", + "inverse" + ], + "frames": [ + 29, + 0, + 2, + 341, + 29 + ], + "witness_input": [ + [ + 1, + [ + 1, + 0 + ] + ] + ], + "witness_output": [ + [ + 1, + [ + 0, + 1 + ] + ], + [ + 10, + [ + 1, + 0 + ] + ], + [ + 39, + [ + 1, + 0 + ] + ] + ], + "defect_squared_norm": 4, + "cuts": [ + [ + [ + 1, + [ + 1, + 0 + ] + ] + ], + [ + [ + 1, + [ + 0, + 1 + ] + ] + ], + [ + [ + 1, + [ + -1, + 1 + ] + ], + [ + 39, + [ + 1, + 0 + ] + ] + ], + [ + [ + 1, + [ + 0, + 1 + ] + ], + [ + 10, + [ + 1, + 0 + ] + ], + [ + 39, + [ + 1, + 0 + ] + ] + ] + ], + "meter": { + "pairs": 1024, + "wrapper_values": 4096, + "wrapper_cycles": 512, + "wrapper_swaps": 4608 + }, + "claim": "Every dyadic grid has a scaled witness; exact child inverses do not imply native graph flatness." +} diff --git a/research/native-rounded-loop-defect/SOURCES.json b/research/native-rounded-loop-defect/SOURCES.json new file mode 100644 index 0000000000..12b6914220 --- /dev/null +++ b/research/native-rounded-loop-defect/SOURCES.json @@ -0,0 +1,48 @@ +{ + "schema_version": 1, + "base_commit": "32890bc5de034ab8fc93ac88ead7279a6a416d04", + "files": [ + { + "path": "certificates/selected-result.json", + "usage": "provenance", + "git_blob": "fc3d4ba105e1f097d0d7d051a308281e86ab1446", + "sha256": "66974efdced4083c00025f97d95d83909a226cdf801edb9301c195c6641f6903" + }, + { + "path": "docs/research/agent-task-catalog.json", + "usage": "provenance", + "git_blob": "f126dd2e2dad2b669e75d1d0d0bd05c600725602", + "sha256": "f7a48bfa2659b88378282a8eee7d9fe52cdf505594124c4d1686b58510fffd72" + }, + { + "path": "research/kappa-round3-warp-20261022/ACTUAL-WORD.json.gz", + "usage": "provenance", + "git_blob": "46d929df83817b85a5387bcdb9745e0627d6366e", + "sha256": "7679daa4ec6a40f56fc7f0202379a6f454310e94945aba4f48beaaaafb838d05" + }, + { + "path": "research/coherent-frame-additivity/CERTIFICATE.json.gz", + "usage": "provenance", + "git_blob": "a90d2fd0441ecafda09d111237567a96f48d1dbd", + "sha256": "e69cd4db3a2bd6661d267be8a35a2f871cefe1ac03bdaf471c13ea627a705358" + }, + { + "path": "research/coherent-frame-additivity/README.md", + "usage": "provenance", + "git_blob": "5c72c03ba7887aedad30acf4c20f40346da2fee5", + "sha256": "cf6889e806a9b4fa9a75beccefaa998627a9b35b77be529f0fe26718f60b9d67" + }, + { + "path": "research/p104-reversible-lifting/lifting.py", + "usage": "provenance", + "git_blob": "524ed59c1e498f78134681bea49fac55e9541068", + "sha256": "9424ee08f22b717f6d58f7cc46f189c5549fa86778afcd0c0762ab2daf591160" + }, + { + "path": "research/t74-native-fast/vendor/native/new/code/borrow/vendor/clifford/clifford_exact.py", + "usage": "provenance", + "git_blob": "166841a037f069249f6f7f6dedb89248812f59e2", + "sha256": "2982ead07721e83358dc67c6f49c2b4c16a236a6bebdfd72f58221be1f5d0962" + } + ] +} diff --git a/research/native-rounded-loop-defect/TASK.json b/research/native-rounded-loop-defect/TASK.json new file mode 100644 index 0000000000..3c46162bcb --- /dev/null +++ b/research/native-rounded-loop-defect/TASK.json @@ -0,0 +1,74 @@ +{ + "schema_version": 1, + "task_id": "uniform-transfer-audit", + "priority_revision": 7, + "base_commit": "32890bc5de034ab8fc93ac88ead7279a6a416d04", + "original_card": { + "id": "uniform-transfer-audit", + "question": "Does one quantified step of the proposed #4100 all-size construction hold at its actual caller?", + "starting_points": [ + "docs/research/research-family-status.md", + "certificates/selected-result.json", + "research/unconditional-batched-crt/README.md" + ], + "methods": [ + "Prove one missing implication with explicit quantified hypotheses.", + "Find an exact counterexample at the claimed interface boundary." + ], + "acceptance_gate": "Identify the proposition and what would change downstream; do not equate a finite replay with a universal proof.", + "first_step": { + "command": [ + "python3", + "-B", + "scripts/research_baseline.py" + ], + "expected": "PASS_RESEARCH_BASELINE_BINDINGS_ONLY", + "inspect": "Read PROOF.md and AUDIT.md in #4100. Select one distinct obligation: CRT total repair, native/free-algebra lifting, precision/conditioning, or complete fixed-tape cost. This is an author-submitted proof, not an accepted unconditional theorem.", + "scope": "Source-binding orientation only; no scientific replay, theorem acceptance or supplier admission. Budget any heavy replay separately." + }, + "first_experiment": "Check live handoffs; name one proposition, its caller, quantified domain and dependency closure. Independently prove the implication or exhibit a precise gap/counterexample. Prioritize CRT.md total repair or COMPLEX.md free-algebra lift only if unclaimed. Stop at the chosen obligation; do not substitute finite samples or root arithmetic for an all-size proof, or launch the complete package by default.", + "bottleneck_link": "Finite supplier improvements are useful only under the retained transfer obligations.", + "allowed_variations": [ + "One CRT repair, native lift, precision/conditioning or tape-cost proposition, with its exact caller." + ], + "scope_change_triggers": [ + "Replacing a quantified obligation with another finite smoke test.", + "Treating archive intake, an author PASS receipt or a finite composed fixture as discharge of the universal hypotheses." + ], + "overlap_terms": [ + "uniform transfer", + "all-size", + "precision", + "4100", + "unconditional-batched-crt" + ], + "existing_checks": [ + { + "scope": "PR #4100: proposed unconditional construction and finite checks, without independent acceptance.", + "evidence": "research/unconditional-batched-crt/README.md", + "remaining": "Independent proof audit of one caller-bound all-size implication; all other premises remain explicit.", + "status": "author-checked", + "source_commit": "337d04939571a637aeab54a0f58f54fde811663a", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129" + } + ] + }, + "scope_status": "changed", + "actual_scope": "Existing reversible lifting through actual native signed adapters fails exact flatness on one paid graph cycle at every dyadic grid precision.", + "scope_change_reason": "Concrete native compatibility obligation left open by abstract coherence witnesses.", + "bottleneck_link": "Closes a specific missing interface obligation before another construction round; no selected-frontier change.", + "budget_minutes": 60, + "stop_rule": "20-minute source-bound proof gate, then finish exact quantified result and controls; stop if only an old theorem or finite extrapolation survives.", + "outcome": "scoped-proof", + "evidence": "PROOF.md; source-pinned verify.py; RESULT.json; VERIFY.json", + "author": "JoyboyBrian", + "ai_assistance": "OpenAI Codex substantial proof and implementation assistance", + "open_questions": [ + { + "question": "Construct jointly coherent frame potentials and prove additive caller compatibility with full cost and precision.", + "why_it_matters": "A changed interface is necessary before claiming additional recursive savings.", + "first_step": "Write the complete changed producer/caller invoice before synthesis.", + "blocked_by": "Unproved changed-interface implementation" + } + ] +} diff --git a/research/native-rounded-loop-defect/VERIFY.json b/research/native-rounded-loop-defect/VERIFY.json new file mode 100644 index 0000000000..4875801290 --- /dev/null +++ b/research/native-rounded-loop-defect/VERIFY.json @@ -0,0 +1,30 @@ +{ + "schema_version": 1, + "status": "ready", + "python": "3.12", + "requirements": [], + "inputs": [], + "commands": [ + { + "argv": [ + "{python}", + "-I", + "-B", + "{package}/verify.py" + ], + "timeout_seconds": 30, + "checks": "Exact signed source loop, independent integer and rational replay, inverse and lattice positives, absolute-phase rejection" + }, + { + "argv": [ + "{python}", + "-I", + "-O", + "-B", + "{package}/verify.py" + ], + "timeout_seconds": 30, + "checks": "Exact signed source loop, independent integer and rational replay, inverse and lattice positives, absolute-phase rejection" + } + ] +} diff --git a/research/native-rounded-loop-defect/source/ACTUAL-WORD.json.gz b/research/native-rounded-loop-defect/source/ACTUAL-WORD.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..46d929df83817b85a5387bcdb9745e0627d6366e GIT binary patch literal 207673 zcmZs?1#BF!vZ&oQZ5SGExM61IhGE0Z%*+f8Gs9-X3>#*KhMAKMGczX*{ykUv_3n9k z)@c06vPYJsF^p}ZDA-T`NnbwBI@e=8$|@P37(Py|EU%GTGc#I2oZ(uEC3D=o>1QtU z%g(W8O_S{?L`}@rwcw|FDT#s^wKDK;(`aUcXy&V&O~2P|d%=%$M#1+hh<*3Vl)eA^ z*rwLj z{|2x_S#J?MkVfafU>_bxt5fCB+WX&7=1|m|0p|$tY z3Sra#0~ZND>WH*kTM$l(+|T=1Cr0$MoWgEy)JrVF9bU@k*mc_87LIWlHs4QNkksw` zU7!8mmd^YKfS>#|4F{{c-$DysKM({r{e50;83kWospI64i-RyCaIM-f7 z4$tm8h%IQq;AA?SCSH|T-9uc-c%n@wU3SPW{f47S|d7P`jt6G^O}FwBs!W zz)hvL-~`q=2$4Q7?1XJz@sUq`Xklh0d&o_v z3U~(1F!%A0s1sHl*cGA+xF*<$P2@4N_wp)X)Y-i>`1P?udpuXFIRxV6|KpxE{qX>O z8vRJ^Iy_A*;rw`~^t_1-@=|`@P$+Xr%g*-RnD47{&qCIu3`#}g&E5#nxs+?_^Ozeu z`Ek-P-)rU)oI0DNTV8K((rn}EMX=5EzM3kiTsS%M=KoC^D)im8^ttha)0M{N*tO~W zt!<*lu>Zwhzhqjk?pWq*efrTZhss<2rxC34$K~nQ6YSU z`Jt`1pxr;MKCo8vlPIPHle;2bvChpU;5sY$gK)PcBGv?Cv^}#fWF}EYelKFO_DFwW+u+ zu*XYk&z)~oNj~(@H)_~zXo6`W`{wTxkwrZQgy&x-*IzNRFx-REE_S-X0=?I4wH^Lc zah%_euzJf?ICnNN9HSq42&(e-t1GXz5dF4;;<^qwaePrY&VvV|$R16l+bjNUI$6tW z^Gz##;D%Psz<)szz93MYP{ghhpk1#nfh_3IdP~{U8suBT=wHu&$-Y{>3-Fh<_poA3 zX*tQ~i2GA38|Q07cU%<{YDC0S=@PKx45@(e-0-=sPkZ|D z@yK{BgzGQGqIpMMv33~z(^-4TcY4lu_Eyfz?@CGBLq@V0+0!yPR9z?hDRg)>-8Vn3p<1yqMdqv4%6s|rDVsCcnH>7a;*fp>}fWQ*h>D& z;dIs?e$1>F72-{6t)TM&V6EMj-+DB?6Wr|;`L0?8xI+hXg?vJy5tNGA`` z&?&Cl@s};TT)_7X?AhQj595m`j{+b(e>I}!lGR@LD?@e1=Gq6C5PVdWU9GdbHmZ$F z*k~(GE-UvG167sH^>H4XPN1q&)sR&BrsKm=_XQ4~S2!(f2n1si8+TER%KVkw_Y-VRQs;HBG*CVS(o99XL`q|$Wd+JU@M{u1l zl=<>OoQl}+mB3RppoaNXScFHTN^xtTmPt~if5^hdR8HnEXO$% z>E-_r9jy@J0YEf3T3|Y|$*L?p1U{0TP$@ObYwle3t z_-}CqJgv}*D898XnrsnB^vR;?+dWT*DHg{1lH$7__ z1hr&TKU`ChwW(MhF@e?z-0 z3u%l`qOHcBa)ulg*0))GU9 z(Bxa*3i^3)sm;Jeh{O9%48%rxN1?h`3t5u0=#l0FT;soXKDpQSdx;x?lVBaHg-Hw8 zTo5M6{xa||`lH&sB^m7LoU8^H`k<2*U?XuSbtSF6>JNU@zNAa~TE+9N<7T61_`$-g zqUA@^YmROTI0i4=vb-3hD7W=Ec#T!eQ7&?zqvz+%#Mzo!eI_#hT?~mbmCWu5aBDrJ zgp1ZmATR6I@Fk)RN44~m&=D3Py+Y(5y(tP90md2#5j1Bc9oGUVut4W(6K3UPHRK1+ zu+4WpZn=jy?)Ba&%MPMr&5Ly9%OZtM!%peop~AVlM^%A@^khL%w+2IMv?6)Wy4W99 ze(L8Lbpnf9g$wnOsiMY^MZJT@BJGUnhGkzd zDUN4d?x45OGmg<;m;Jw2Q@O{Z1jg5sr`9ZQ)ZocgVQ>+;_pnrBOOnWx|$;wq+G81ff1O*s^wDb-#>zJLj87&2Hun5}NysD=irc3)JaFlCtCiE8my({^};9lqsd!4`x z;SuewIEm$0UchbjCPqKj*0tGoX7YigQ)i9LB4Tin{DoM!L5liV^G+zp>zImWAdXLZ zi7hF1&PR#g<|g9WSr9@pweAt`S`-XpRpMS|t>h}Z=KdUiUIm_|tka0Ixh2ke8)tnu z5iUzgUvul*=*98&4YCW9XiiDUZyP%r_k#?K_4%B(?Tc{Mc(eH=HQIC>_x)l^hn5)( zN^NZ|P%>^!94Z0X1}r+VAf)8-l#Z`%O-tNo5@EJSr_hprTY&(vqQ*&b=^P_(e?wtNmU`*1voUDo#(*t5mIB&zN zzvKLZ-$Y*fy`DSDM$G6m@s2q>H1WVQgMRECCnMjcSww=R-o1RTffwfQaLt`#zm3K( zBul7?#FV`PlLjH2p#DU1tn&8|(l>-4YA9|zla%VPCDRcWh6zCGHMs!YpgNrrm^%vfJl z1&hHbJujzS7Fgtm_WPQBJHw)ChMQAKjB^1hn4o^LLO|M^VuqPl8ZXtFWt&XHJqc)ss4qibNjnZJA`7tfE(3uI-6 zZQdXr)8^Nc@7iBjoWiZF(HRDAH^s;Mfsl4QG_90?q^EfHY%qK3yf4T?z;B|TW(v9Q z*{e7qgjB$tgR!cj_QnjKYo@_(qYc~q>z5WZ^Q&8Y1mFgN#pm?KSaxx<{){-5L`mJp z`7jM#gtSQ}H4~&|oX}4ge?>f9PF}2y%o7j-RxAb;)VUXL)J? z>2!n&UfBLU3L%4gZhaCYrhkA4?T2JeUdQDrKcDVYhH=S2FU9r0coUm>N-?!ct(w1R zV*JSR=L+LX!R0NxkWzQ=nfca!965lfL&Q`GETx-WF6A+(sA7?3n$f3D&k+&h3z z!u~ZzCm;1Q>tNz;mE640sO)wkx=^Q@rf<3$+k~BMXHJk&E&yBI-JH;C+{U6shk^VQsQs=9ldz>g0RHD01M@mB&)xVbS5%@hHf&UWBz4Yt%UfC z7*iccMEqwpy4WQtQf|^nn;yme^5o0^^EN_spe@tt>Y#A@6;gldR)n?Q-OYg9Dn(5%CZ5FaCa8lMNJxS+t^t zapJ7D7LgXN-*@HU^3+Vq=fAa7gy)zX9#4R=JCxr~7NRSl;DmD6lFch0X4Y~WSA?AJ z@iyBE4!jvNv%BG^T$&b5B#!G5BE;lEO8YGqC{_ZEyc}t#lx8^a0(O$PU$U|`lEzR; zHASbCvFlg(#B}fu7s*0{fusfpwKw>5o%3!nJgR+80+nI5JLjdt>xV$O)CyVE#@}#b zUSMCWCNJZR*55^q&2;N2YI3LX`=zpJQC?E4KAD5-@eg@hL>9|K{O6$#*{oOu&{{R) zeIk)N!%=v$64GOaM4DNQFuyM(FHJ`rR$L(7n`&<-MaOy_EuCsf#r$hjx)S8wkD?2^ z6!rImc^u{P-Hx3a-h$cn7Xpd!xr>(knpm=Nw}z)Y(HUn=Sfn`4Lz#@+2d>)Rzvrv{^!bDmR?rS@P(!tBQ7^X`Uenqf$Wdr68N)l3%R{}DI7pXYhUYx_ zZkKjWvrL?Cn)xy@OjMg?5_@gi8339KaC3o7*wOTL#Z$Lra+j4=2=vQ;TIriSBrC`G zK+bjm{*9c@>ZN=-LLf-7rrDseVkD3kqYOTmBLa9 zU4@LhTIJfJaiyX2^MHVQEOP}6T>XWx{2v@iIfu61{8*Wk;iP*fHI8Z}nM%}iUuNo? zlcrn~?B95?-xt2P^1E4GrfJ@6Fjbe2xtL3)$I2fs_H`zPSfw22+(?s6uf)s#1`g4~ z+1`8E#+`(<|JE5SQcgl<T{uyJ z9z;wO& zFE6vK>$CJ@7)+iiZeH*;aVbrDk7WxF=Szoe#R&^h0;wLAl$T$9TTg4=J=a`x|InR= zy}T$$KZ|aTT7A})P*EZE z(utmb+j(s%w0s&?)i{jle+h9k)F^F(l4$>Jx2Al@EE8}}(W)2MWxgARRK1ClOtm<6 z$%Qd2V-qfuQ=r{D+YieGTDM2T#XxQ6HOf4i{ZwV)e&aR%i8m+pL_F zNIi}_%l(4QY7A3nHzao1UeC$|rMnokLa9IJn%^aUsmDw|;Wp3;*~jIQ<=np$w})&L z1=OeP{d2GT0{LH=>&mlKrI&8V;;UUQ7QDxajf}73ROB44B^i5ye5$o@i+(XGfKl0W zH*=i6nBK+=f(}nsrD}VnGVemZ!GKd&Sw%=5!0!qriP z-TJe^pAdGs6R+kQ`Eq1UhNhl%!a!B>^LW#H=;BLfJ8r$rdCaU`Em@l8(w@+o5$jvs zXiIV9T7*QM_gGdCO_-X8=AH+7s8%w{p5lm?vE}>pPWKU;nYx4+2RI<+6An>=0SmU# zEnV<)hMetkYxgyod7Z=EPNCi8p(ce1u@@-ZYs`7aW-0-Mh#YKx_q{paWLm>67bN6u z)m0+Lf@7Q0Bd(OQU$V^I@l_>8<`W-3{<%C&^c>Lb!d*+)fX_vSq6d}0! zSlhnYG|p|(+9W-m7>~4m>20BETzATCmy(GhTX?YJ zGUCorcN_LGBY4QhO598hqwD~aUss45-#H^HOO>SWhD>nY_N~vuNa$hA_c&9i2f z#|m6A{I(z}y&9N?nNfd3-I2VkMR&SC>GZ(+Fw&aBwG1qpb;H8x^xQp z%|>&QnUB#}*x)uPKzXv`oA7I|<-!Dj~Q0KA!m(G{SA@wNp|GF^Ln z(wC{ap!2Ljw}ZT~gtDb?`KEGK+5PAvsFkL7Ugnj6>7#BJC8D=-+ybocG74CK1%u-f zxAe?Cho83f|PxcwO^vw;gtishrDPUotWN&dMk?z2%L?Gqx99HFcZllULN%HmPNpXOb*eC%sMg z5yQn-Ih6pIQcT;eAhqrHGQ8D{KpOVxdnJyrkqf_rdfTG}CAN@HsHUDx$`27z$)PUw z2queP3D@%K@bK4@pux*w46f4&F1F=q=bP2r$;Gf-&Ql_8>pCJ!8P+)CQ zf*UDlo!lykW{hv%(G-Zu!7~2RW3XZQ3G7mB7hlO~WP2ZZOYMWWHQ4v72&Kw3h6~CEpTF z)inBxv$FbN|AE@Q#qX7jNH*{#A#7j;nyRLpj1heKp{W0qJrM4hLU@qO7f5R;1I3!) z8VuqHP0)6ZGqn^eb4KxAR>LVkcI0F(CJr>)uU8wfaKcEjp?dyXoO*vIvYfM=VOE&T z$1psRO)FUt-TJMJcv`Wn?%`1H%~8*fhCNHsyKyRIX2R?}L`j!YtZW%oEXcD+@X< zo?U^{*R$zHH{psp)`#5`-%SOU{CE7UWQR%0B z(eGuXry5iwOG?!;QhKEnlSh(YyK1v-yn|QCbCt;@naJ|o=Le&+59eda*kX-1qZ641 zgDiu0v>X>J;B)T|MQuAGbQM22g(>PwFF8+bObrMhBmCK1s6e@Z`9T$`K5ri%dpyVZ zCWfiv7mm3%DoZo{`TeTk3i$FRu$uMxgq}O=F8zZ_%Eq^Q$tv>v@8QvS1;k5N28x_6z~MOu5j&?a8vRO zangtZhehS^!dw3BX%O95>#^2Wqn<*q+8%gq9I3Ge7)9XEG43rs|?2 zL&~>9lbWy2wKl<}EI7l<+L#no9wL5DE*G^w8vC&WX&^Q<~ z22erCIT%UW!F3n!$+*@IXg0q!DVv)X}=5Qx^A~2$;trL6nFR1(+x6CCur5+lck53{|Zctam=+heCH10n>)Q5kM|2gIseq)0RH6ULu|d|7J2 zaUfr$qutDmu%is3O56;;zcfxt#rN;J{+Y%r0)@-@uI`?kHt{6iJqPg#DFnp#gIP9c zjm@!Qk^He&+Ki@fI`8*>sQI{3jUw|ywb<9}MHNY_GqxxHjLT!E6Hwtlqm1r05@vsy)2FHb#02cGjWq7#1n}z37@O{XuiaD9EM>;E zfM?y6ajA>Q^av$+tC&&{+i`xkP?YL2P4Io9lG7QXwr_0lsxKN?FGm-#fZ!V$GJ>;A z{R8k%RHAtF#+?zS?C0R7AK^yqo)+;0@~!481g0BZ=esc6=DNs9puqZ~NlSrlgM_k^Pt^PK$Hmn94wxbxKlS zA#UTx6&PMFr&HN!3?sU_QqO_~FftjczH0DK()}q;@C{e4j&~2I?Jye2Uv&*FQGA~?&2*`x)#7$d_o!1 z@ZKQjQ!+`OBFi9@8WhYMN4HAC$YDF%TG5`cgu&%(uu-0nBp+FAW_G9E5KOe`q73m4 zWRKG+uvK5%53tbAb#C9QDJaa5n4EhnzATx;`IMrNawjp%il-Y~sNCUA2BN&V`DuV) z##!bE>`S#W`+V-pxlqCG;X&4V3YS7C^`2lf!Me#hGDr!g&-DB(o1r8QmfUuf z_4lOMmq_$1Y%%XTg}du-fT}kIwoPpO;v6vp+_Njc6j`!)R7)hH#F16yOj=~)ys_>U z_v?bH&YUuA->nN{m)$F-1u{EJek?m>NIfJl3Vi4PHAp(mxfbW6jn-E72-iwlN%Yjp zQ6rzOn@!J+_0YviA&}HU4P<+iVa;G`rVhmO4XDRcdWio^?!b8Fx z-ITy>D?!>i=847-zO_eOR$&-fu8%aYkX>!d+8Lz@LN+-27msw~lk>K?M*VTCf zxr3g{Iu{5Dqs5At=tH)_+P!4m-vpEFzoYzRe1@|HuLSdr@@pnQfetJ_Q?1AKB0EDO zsk^&@L=!?Oyj;qMf3^!igAJd{$0q7Nuf=1zQN^qmr6#m++ua)K&AtKJyrtq^f_RA@ z$oVhg?)a{i+tvvma4K7*re2JHLA_D%U!cJHE&=aaczOC4Qw$YbJmP{eMZI7rlO!AI zQY^xHr#@DML2qn!aUUq?3a&AHbu(lI(LL+9v z9GESdXn41V^<@dfYLqXfS2FO>e5qs*J_ouMGy{uOLRwllAX*{>^46OD#&5dV@~x`m z*nwQl&sCQA>tf1HO8jkM?_Davlk~AI&ATD#hIKpZNNso3cj#van6v| z>&y*@N?h&U-7-}{JIS-84-M^@TO{9zqtJ5sJRs^|{bYe?TgmFkw{;g(U;5ZDih8wq z>gn);GzWXs#K@w7mQeiHfZ_-MZZgk17sXeo9SW4031>*Xvlz^-Up^K#bykv7CHIca2(lq3x)4*(E1)`yk*yiyLV@!fe zETlo=Bg~{aAdvasvrYvIw`|(8NmL}#V0~^X6KCA8S;SqNBs83|t{HU1_ipZ?Xvsdw zY#cmS5Ga#E#y7u>3Puw|O*Z}}M*)LGe(*c*jhZS#ffKz0En$P38BjrML6amZIWz|% z8)P6Djj=f)w|YpCBpTq6(5dSumsbHDke%OG@R>&_MzV#<;HpGUq5=67P1A3iA?Od8 z9&L-P+!VLd(^YIkWa3(>Ch5wl?JB{(%^JFCsMkO&dIPzRNK=uEV|go%hZTSg%kP^~ zd8@>S$WN*S1*f*y;Fzkosz9gbMde-+zQv6KbdSjv^SI{M>wuqCKh!ky+M~=8X#B5@ z;~vkhQw0US_h(SPvUIsh%${XC=N)WRdWRIrSH|Qwe2FnUwgzMlyxFQS78uSEac>X- z?DY73eWm23@AqXliSQ>)1l-Fd!+u;=#D(dE<+)N-^8@s`5B&BFVdoqLtSdU7yZPQ1 z62)n{bx*%|PEU^kmwjtq2m-uAAB6}b$cAgT3QErCzu{US-)!*)n00Z7S>OhYe>UFN z-W=L`#W>+aWT6phzWUC|70*2#!I4_VQQ@gvs@kJb6_8h-xXuFPo>oLO))f(QU%*6e zjNWULi1`yR9uRBjWBr4K_5s7Hr4)xCWQCg@?F;EY3yv}NNa_df(A4t|F$#U`ZICM= z*!HVKu};?bgh&A2m&#idyve6a z?mqx&BJ9^-(h#jV1uFk54YCY`48wjrW@l-8Q+P+*zi5X&=ccWoDpc58a#uTi+8Ad= zDhKVamY->Tx~VYICWO+gLyE9N(u7_&nUr6=RiFSr=Wy!9JQgpHWmIS%Tngc%WKWEO zW4{1R-0|DU@WNPN22+yBF3s#w>N8+2Ha&&SzNKT@U>R)ts2QR$TEXJr@XrcshDc$Q zBH|x6TWb;fAaldH&wAFFe#>I_SiJHyOIs&7g@qU#fNF&v$H`EuLjHN}q-*LYA*8q5 zP@nj`Y)qHMEzQ0|km18x1?eoBa>WmFg~B9rf`r915ZPjc`Cs(pEja0|U}_7D|Gy@3 zRRyV19QFJ-hPgAo89{>AxD1+gfBh4J@>K}+buWhNmt)LQ^%}n~W5W=`e7|1j!l`1` zpx~iB@V~i*HOtgap_hY-7_Zm?NlTcq&J%T%wGRUT2>vU0D`_*$&pH9SAZ(hr6fZ1x z@~2LaDvwCi&GXwfdw33$Ch<7Dfb|pKc8bkHLIr7|uPhHkHjfygdy1i48vaF)%x^J^ zxK_OY=fd4osry;{jyq8=>f&~g;pAtPz)_M~Md&QcBm=b(&7!zN<9*o7PPQPGP@KGs z!=v1*qV(PL`i|hBoz*>?=~qP=#B`KMO~bOv18Ic?rS04@NJ8%L{5BxOa&SJ#_ZXH& zPDw8cYkjHBPFk|O1H#i%?HaE47~pvv(C89Y;}#Gi)n>uZ1o_+=Te~`~1V1<{)w{xK zr+@p*P4^}?@YIszb9*`jc;qHP0E|cTPx3Vx@y5M*jCI<-#Z-I z>+ev>Lyz^(c7P!sZIW=F4i($Or^vHPR_eP2vJ{}bG(Evy;lS_D~vkqHdiTrYiY|uz{i=5@r z^W9Gk@AYT2>^-OAi|y59wCqnM;cHU#;NTv`-h+Lt$ds5c^UHMIeIAAW70SLn6Lg#R9ARjOcL3WEs=;dOjOcn zoaOGQ&Pq}`7|cvkK*%~4?I>$j{BLcV`8H5g*n+|CTy`Obnciv^UEZJ~Is#Mvt&h*1 z-0H*O=MqgzGAkkeNSqUE(+or{pvi0hh#Qjdu1a`j=@s9@`g>%d2_ zCJp}rM~#v(S4CCzWU|itZ4@OlL@TZ84?C0H<`Kq!0^YUX? znxrqU3M9UvVTt)>MiDL(1_x=VO4KTZ>=Hhunns~z$=nhElVlQZvtR(obH3p=VcxAN zI1IkH*g3)lNy^?Fd!iNxj|O6c2O0~dD8Q8_DV!On2MkPgxn)*873}xb%4P+ZXhFKE~D^=8yVwU$&+Yh{Dma z?|~}5FDn@WL^%-iO99^fIl|WK2cqdEgE$BFWu=yB$ry#%JAHo8ts9Se3qKwgh;%2% z>nE2y^+rAoMm-HiKTUSN_WnmYE=#>-Z9f89()IsGHe1sF$^YUudc$(5mCg-|=4P|= zyykkFrKwKK44X%;alb0$m%Tst!2LJ9PG7?jJo$&lW=7oWjOUl)lZ%CwmLWp@*md9uKTXz)O5hR z^ZxwQmc9L>M!kN02vGkF{B{H=xL9y~Ow`kxoxmfhhrF%}aGxd32`pcDD{oZ0>Ul|Q zl&k^|CK*o)ng_=iiOvAtIxj9SgBz#&LF@H&7fFKJIi0fi@3t4d6W1(!o9Vw7#@)Yc zn6Z8c*molB$cLVuw)oiU+%9(PH?HezcXc$sd7lCwx$PkwaSF3uuculiXPhD|H;ddh zJk*|>qNixttxM=?FCzje`C4cHgbYw}b#k{uaeE4PZmYIfJCA~*th$Y96b!Dxm;wPg z^sLGXTJ`tK1WqjUjxNs*-7%{lXz;#0Asd`>DI7)WVL#n?wN=gP1?b-uSPu>TdGMR# z`ZJ1Pv?1N4HQ296n|5#yq~V+4^oVFcL_21P1A2W#!dYsP&DP1FWxSk3Qza&WP_;*+ zUG%{?pcFj&F(62cgdrKzX5%-Bdj@J+m!NRV0{;hj;&`-12?;frBr5}z8|D`g+3aQ= zVAc=({mp9EBgCdGJr+f-dK387Yd{8~IYj+2ik`)E!-zP2J;QB>I15*hpytK^N6jFw z)Jz%l91w89<&T7Y;D>9NiH%Dbu{)dQx7^nPb8~VS4iMC1_rcQs!Y{M`7moBsv*YOZ zANI(nTy2Hfp^lgc`Rlk}wTQ2%bf)mBEZ^L=kVJ9&5J6c-6tSu19VqHl)9|_{*n5$|KF^;A@XU~CBx$t56dvt0}KHs(JzCBlhW8-5KLH{Xt|%BrCM8W z(jQfwO8e&2(=DG{Vv`-$p#82JC-_N)uE*yUzpo8hOo!&f;6^6m3|O2ceg!*FNlzM) zhw*i8Ju!_OnI&&@6z=N@+0CF@pxh`%VR;5S?$NLPEQr!`X{a)#UV~O6!*3Qs!9c#F z(V%?9lR}SHXx~rCvB&51Y0lJq;+))LFO|`WA`2lU_<=hWKKGGo?$ZJ<;*k4nFJafw zvnv=bQA=cTq)f|uMIMVtPHZn=vNl5+@mgWH4XSA*384$4W9EmkLmrwCiZj0&8GHzl z;}GXr9_AYp`f(DRmmr+Fyd*dqF(^q4&_PHA?NLqZ`K|oU1=r z6I=%Eyd-ThFXUvxzhRCN10Q+9{4GSZg+iJ~GWvwYSt{7Nz)33lBx$!IZaA4+G(Rx^ z*&()~C|DwPZW1SFuRZORO)!|zL;Z$pUvP7{o$CjzZF9gY-GDpOEMY)3j zX~(Jm`slnf{>LyKMHM;r`bQ*|3Nrj{UIg!-jx?CU`XB+E#D?O@Z0CfeqxGSiY zthZ6Im2B`*7`F_iQwPt?gGxg=@*8ge86O51j?Bn;t$`S)E}K_n&o~m2$1_34Dois! z-k-QsW&nXYKs;8t{O(!VXMB^5L&kD7#&_Z}CL19bnP$sm{+nF5s1yzYPEA_wEpvc4 z%qN$(XwL=%9Ux{D(K38;A?+;8ht6=T0Okp)CB1Y`JMpt3%`LNjJpg}Jq^4?f#fh;h zK^-_q)dfbZT-h*N1)F#ToGDvrc6?xX8fO-;kef z=cGKNT75hlXT24PsU2-&78kb_oqG#!k`kH{ z9scdZXDa}atZVW_QAp%qTuRkLuD(tz{9~HW58hMl zhu<-2FfHY$*Fc$*k&&Y~E`MzOsZJq0l=5TW45 zNfaF|Dbw$h-UNnS=>LGn`x7&Vj^x9~V|tt{2K6InIM|Xd3>PtEr8A!tgS*m}0iB<8 z`V24Ca)-xpr3J(`I#DQtxBv8`@zTBPAi(-7F2hdrenZvpw6WWN=8$Qz0^JWorzad@ zxznxK$XFkGM-!}T%%TX91d($*Wn9oKRkC;<8+?%>RgCcQFmn_2NL<(S$I8F!zSaKE zPTI=tyaGV5NMc$!htCJ^4L8a)L#@kZ7{2XyWguaM6Qg?@jYUF zC_+{8Oe7)igs}G$!@T*kzr+Z=gkg}<_Pg-s=Xr5<{%yj&fG58A=wFPS;fmCf2nyld zH(8>wP+2a=ZTLGSpGcac_78^F;2UP}Lv}&Jic3}@AWaPqMJo8yikjF*UlPY7qd}7c z7~cq;Hvmmm5%^V+!Ke-&95;kc2;TtNqs9)a0NVJdE2GMs)hvFUJ}Y&6n5NQA;#Qjt z+sTe))9gtQm?rPrt6NB5-Xe!;{zVi59Q}#fwwl1=0C3$o{2g&(Hc2I7y3|pv`I)_! z!58W%I)+EG7-w6n6z>;#@g;OoWa+;k$oyDoj8%g;yL8d6?|7BO{1hUM`21LWs-E;b zEr`ij^eq_*I7)_EtY@02Q4NSz!cM?LBXlKRW`==Dq)YX8LMEE z4>0^i6LT4$ZrDjyOBldFS@tt>43u7)xDzr-;5@zgst%>+ivux}hAxo=p_X*Hh}U;S zODl+z|15wNN2LgQf)gN>^ChMT<94@Jtk_Fa2dGNl(!d_74 z?~(T;nt2=ve3@&Hv|vIbzBdolRK1EuG?h36)uN=D?b=00qY+VGO%5Acb3BwV6mKJuRp8n)wi=T-NMPYisC();(ODRvw3CT+9Ksb#MsiD z)=V|tMZT^L1q7m85G1VMny#vk3#?yQyZG7|>Qi;-3Fy4A+*-T8d)UsL?vf8tuK5s` zcc2{vHym7Rzx9LJTXEKJJcQm-u{bO(fsj;Puyck=yHwQb8iZrPUg-^M){c68(HEfl zv}8>6;&S+Kyt)$Nn{^DIOK@TPi~#J#dlY3mm-hI3(|dcBC@^|eZF<(#62~d?9zyb> zb<<_5ciV9newCQ5H+v2s>S#KCNSQp{kMgDF?7Fu=L$UX1ynOX2BJNN!43E7O?0Q>m z-b{(J_ka64MD+d~*8OpFoAYr4$?1B#5bOrocbB{Kq{rDmtX{6%pKq=;Z-&qmcKx;Q zwx+1G&nt#lyg#(R3jVY5cBucpOSI|t_(Cyvnrde84Rk@I`8?D95O^g)XFSbrtjFHj zo(I(cj5#G+tO~P&oHbgruK0;~yVjojfr$BEeBtk9bLMGQFT5=#uVp0{;Tl4BBrG7@ z&DNadJd1L~^Or^Z8W6%BTkh4+!7zJlDiu;W*Oqg4>iLR^@BZxGzU>*Mo#>1BYOh=R zuB(-$!o0?7eAug~vFQbD@{p$U`3|>LJLflBffV(2sXWKlkxMPfzS*XI*%(M-?}8s* z-UM}}RYTd#+=EPdkR^Y<;yQ)MeoOVjL)ppr8~es!FRr~@jjdolw?xAs;%dy=o6#*i zq{CF#JFRuSb=C%H;>#*W$O^Kk_h8|UrQe_{_H?7S?~3?xv;XT5O82XTEz|0hGn;Np zRv+%|G}i@tEPRtK9FML@*wP^LM3+NB!GP^%sqWc4hpfydQw4eBsDA@}-r}wRF2T9t z-NoUl7H3-jTN*6FF5%d^PNE=`~rY?{NWkLSPDIUn*LX*?~f zo4N1L`Z1P3cZ2n!o6FT^gmDS|@-xqpilM;HNZUklWX_;!)jJnL9$NKvwwAx zb4JC-e+K0ZMeyyo`)&SUZ`0pg;8|YvYuD*1I&vG%9qSJ>rb&bJKYT%^&>67FH8fMD zUt(xxN=ag9=1PTQXckJ1VrU>>r^>35|H=MaWzj&&oU+Vn{wMq2s@$oQ2J%nYX{uJK z?|Z3M$y>L`t_0*qMq}AAa#BWGfu%p@QIHx13d3!-pQ)9raxE?-5LTV5FjQ473?(SZ zwNw_UxLB@rFd$iwIZg>j)mL63$6}}im zCN7eBrqpF11$;Q}GLU$r(zYXUN27a9a*|N-|Izi`QB5^nzez|Sp@%9xAwcNTRGJt< zNFvgUDAH8GfPjFZgC-atASD42P>`;G2#APuBQ`+AP(-AO6b%T7bg|t$&-=Z1efN*M z*8XK?a%SetDZ9*`IWwAaZY$-r_O3=~>vPV{s<-b{9Z3GLeKF@ZBQpNXqYT33aY@+J zU`hF<%#?baj_(1>gyG`iXSD}EY(rn%&&)Q@Qt>)F*Q9;_vrN=ODlt?gAak60y(08l z-=LHrHgTBQuzf6L9`Ag^XIS>$Ua-riOsn?bXXfansY#H!DJk?k)BcdPSN3S6m9N!? ztjMDndE5LL*~?}CCM)vWF!5%+=?nfwl3z$M597`jM*cqCj!s7iS-;t zPK)QLh{8e?2Dy&4HdUh^Eouc!mRI=^^1bpOlN%)1 zMlxFhj%}Rvj>}j2vbKA6QGs^kcv}9sfiN8f{l>AmG4+d^se02obJ^F~Lxe+8D!<;r zz4w-0iX}geE6?vvxlgv2A5Lu6A+P+}m;Xop#_~<2;l2B(B8H2{ywckNa@>($9~7)^Epkj-ah`d_U)bRaLS)YkN<2w zI`Vt-Smp?IZRN{jccHbpiOavtEhqo}V&nwz!G4z8J_;}rAYA5t%HnXf)~j9GKhnwW zwfwaMuUCFQ`Qlxx@iqwJc0A;U_w}FB*W5Y+_rJRAaa>_HyD1`iWV`EHKqD!2dg@-? z=-L)%p?=-J|AzzTU zeNgR)ZuEBbFgrbJ{cy+rP^N#oMvcwGVEnzI2lvy1>c(5Tsyj!P+Am!#f304daNKoL zN|I2bXQwI>VEp5tM$CELiW^_chiPAal6}l;- z>2XWlahs5=OHq##Oj+7O0dv!@;^19V{&%$1^P{|}GyWczg^oW6G*|65ny`Vw74ee=Mt zcW3?2}DthvD|uP0JpZ6I$|>ev9`;W=Y<5{in?#=Z})XDzO{Z z;ge2c^$rJIs4Mu#T8<62C12Af9oEk!|IXd?`F!>VPD5u~Emg;BfVg+s9UO7W^9XnB z`|}q^_b{su-V5~a?REWkPjywQ3$Xay14w!EQh`IkC_+_RsDirt z$Kh4Jr=iIw?+R4tF8+F4t{3`fZNK{KAwbyo2R;3l+85i`tP`82&f^YUPxL@E7!TjW zY(!FZ9~m~(d~1(}jdlWU5+pby)f=4>x+Reb%)UGiy#9qWZC;(I0CS;NIJ*g)ee)Vp9b=6@jS8I7% zGjuj|MK{iY2E$zv&+x!PmL_$1CT=a9=-J5|x}$pF@_^Hb=7D98Yrn}uHWihQ7W>ou z@SgrDcI}k~7FsnX#iN5~o_^sSwiQFwi#`2ZRr$;9XktR)Te}A%j^UEhEu5V6zjc+k zCgpJlp$DCM>318$;x_Rv+@faI-OG6GsFU?0n(C8wl9RfMc*{Uzkw;yVe1D7H4Wlk3 z&>UPJ{4_|^F6Mb8u_9{zlXl$r%AF7TFLsjsC7JP=?cY2eg<#(+DBc3X*) z?5@}I;GaHb%|msX`i=4171h;Ol_hmPzfErn_^1=?uH_u7V{<`1Hnes<(CJSy^^M}F z{H2M6fVl_Nb@7mQnqJ?mPv(Ej0MtAf6ncB%>xQ%x-_lATTq|93~}&r7ZhUKIJe`$#E>Yl(DRi0u1m^{#4eYgpt{`=1j_ z-;{nky!fs0=f1~>OST_={djxC>+-?Nf)+p5?l7ExeZTWH`%m^Ko6Fsoe$73K1I^@@ z{5_?!qO`KcQo6kR{cl~zf5Q=k4u05&Ydy?uKnJW-`&oR)BTj{GyX{F&n8-E$m;fC$X~B$VtZ6f_f7hx zNcfxAKjiWqFMSmoy5N-*vfuIV3)NO17wn4CZ1B1>)>pS}$Fw>0;P+p9Vw2nqZy(3P z79Q!A{Tf~Iz3DO%9R?3k(D-xor?M>c=zN~8ODIWX}M{P&XbjoqJ_S7Y++x#gz63|&4B z`>~gKjB`cv>TF>v^lpgeiT^bhSHe^Rxtz2qvQSNH; zxI&2a_uuj1YW6xoB*eBM3B?XyT-pzATw`fDkPvP}ow!785sk!=pJ#v$KD3eR=~pM2v-EzW)@N6+x% zdwFAouP%MrQmOIceI3V_`Gk&Ks{RrfKj@V4Gl2p z`yEZL7kc-~X;L!JAK!g@AAHgBy*^jZoW}{z^EjDHSAE6^7qleqr~(a|&i=VUDR}Ju zqkEOcSAlrFxa%v?S~F5CDmo10t8|-tqE7#(`mau5EFk)~seBm1_T4X21}&uSQcceD zZ<3qtIbk-L`yBQ#=A@*+opioL-<)`5zW$?13^jGW#M0LmVa3pL9w&KR>mCoN6O&5D zvW_Z=3ddZ=u$Fny#cO^C$p#8auTzfeI6C0MFKYbC;kjrnD{PEN>R9+0Cy`)Bc{l`K zr2x>p7vhItb5whdwdz&Apje3~D-QFNBW%8*Wg6ceMVdqI0bVQ>DM&CZPwY01jE^6? zi7+k5x)XRu-u9*S?YXZwrCz?I>fYV~z9jXl2u<`;y<&1t+qfBr78undo``tKBTT#L z^yQ-Pv#!L?AreJ(0=E&SY`$Nf(nZkn2o}}c>=TeLJq%G2hA7SeEgoO=m8dk~AL<)l z!-z`8PuTrR2#HyVKJ@W(QbMC%;l(FFz9Ra)iZ+(~>y(AC7v@B93&iGZ0$ABBv*RW18) zA^Wk8t$p*EL71KCi2~buyM6}gd=)JI{un*}S)(O|@EMFSSbw-MfdyRD|Kt}gD>4d+ zTB7lNO)?hh;9jo0pq1HIvYy}-#(4+4rTKlho!wsyI%615K2v)bjG2nJg)Aga^Q})WehmqaWAi19P9uDD?WZnX*vO=a-)o&b zxM+c9tsZLocw@%bH0mm0F5hl#ws-USp8>gtr;tj&^9zdK-IVtMIG{!*SRdZlHsnNU z_4MaUy8f(KJpcM4N+Lvaa)>Y@imjxuy^r?O>=0ZwA^D};W&rAyUa6>$6@0k54%GZR=4N9 zcWy)q>_wiRRs>lU2vB0RyX~nwpd!(k41kh$y;^ezf<%jbqFkMtav3ULW~wG)NuV$? zHit7@_4!I&q_Y7$1wSP&zBV&>Uj*Xm8dn_CUY3Y`fn~3r$4U{70wOI-SC%+`B%6V~ zYO2FZ*yyYx5FgkWi91IleL;}2n==FeA9O*2CSfCNHl*~a4>afkp!V=caVNnMRksZX z+KUcC5T=+e4FpOJ(WQZL6C_@c{n?XRfKt9$ZcQn3Qe+NDz@t=1VX9Xgi?vxxG{Jfa zri_|Zg}K#P1RwN}0n|Xn`Bk#0vmi~bkRb5vG3a{(;+GafR6}Opf%#hrDeV*d_D&Dp zf7J*o_22XU75#;Vqb-32d+QBKtmH6flvZAwlRjF*TsqZouLFzo3N7jQdyctn^g(!RL~K2o?}f^1o; zK>PVD#iYyyTpGJ{BzXY3nb!9Dq;Epo^Fy2Rk(~(A6^xRgEF^e<>d?LoK8SWBQ;wHW z!~qGVZniVx_pp`(z!vqID~lJ14=N}PFmaNQXg-3TCptN@0e7=2YY7>%16Bt6KKzX6 zozB0~@<6`1xT^H``&SyN!Iw-(8^i;o$`ci4&)i<>>>M#+|D7X0l1`DV17 zjxHdsQGoTQ=^vchKG|)SYA;I0LoI7L49)h2_g{1YslO%37}@W>hU3W%_Q4@kR8I$u z5#D%V1=Oe+20S5Y{A_Ol)abL!g*nv@LwOY|(5*Ny#DdGrz;7%m8@;n8S)>zv(upX1 zB^+f0QF#W^FU#J%NgLCW*nEO;pi^w=636J_Pm#xsQ&03ugn>E6VhETsMy!&ef}{E2 z2)#ZEcgA>1$X^8`M>4d388$&*JAQoCo1>39_99~pYH$YC>r;Gn9P~v1i1%3Vix}`J z4wwKc$ygdRiRrLy$Za<_j`?>X_M)k-OQ4z&h*OO~pEKfnldGeYefGAM~a^QeQ zDE+eH>_@75HK+ypVcL?dn3Q7b+lt_T8|PW)oq^|QSyy1rUaG){dubizNi7%!kpP#= z9~}={XByci@!DxZ$tim-_>{4Yqk;gINPYG(4PAMNj;>6?pKwO#J2P}6 z$s%bY?vxK|cc0aS$ay(}F3 z=6%ad?3d55Lz8jDS4v!#->oEc+}w-h&vYG(1GfTLtDxOaf}jjnb}ZO%C`DJ<&kyi` zaN>&sCWUZg0yVh?2jWwf`^3frAMVNTTa0|7%pyWi*o!z)7W55zl<$%0sgg7HP`#l^ zIFkqytANR9!epjv5M)2xxIc}PVRQ^{?4|AebQVeSBT1HewMQig3(~ztD;=B&;7F{a z9A@MM&b^6V@0UrS@L=&+3f02SVqdD!1dqlF{J=0O=yvLetw>E_^rM$9Bp%Cns40dm z<2#e4_W8mgixMmWY>N3MAVtj*U8R3Y36c>96_+X&Frtp!C_ik#j3b3^vL`vr#R1fC zacY2`h@FkMg95;)2QJWO)NS z!zC1HFR$i1$qzX(0yKKrn$V4yi?b54`*h}Y6QBv@S$uw~JX6s#JWVsu-XxT=xO?Z+ zsY~gmKyp#51@74v5<4LHeH+`O(F}o_L>SWzEo*@k`24b^*jflr_3^iEJ2wX1Ha0C zwjv>AoBQ8OX4&B^!If}7QZ~veUS4K=u9tpa)9OWS#=g4-e$M^$qZ%l+D#5~Q|0}T) z=0{3JS((YpeE0;FjvyI$QjXVC#Ie0;$Gf|iF9|0`)KHWD>~+?IwndjHrTBux#_NtO zsZY~SJd{0I9#|l1+1Mnkwp1KT;N=*f7^a<{$~So~nE4za)R4Q7lXMWO%6I4<-#oYy zlrnCv29D&tp>Juhn2rTz&_@)Bl!TU~cr8W7M$xLAl+pTY#2?XEN@V&}rGX5|TDSou~GD~rM zH&5~JlWjx0BPNx*H_=P<*O#G^7^6#Blj^B;2cGXPcDsr*Dq+3BAvKKk?sP$;H*KHD1dX7&m9h`a}Agqlc=t7l$-h5 zTM@QS;ULz$~JLjk{Fjpev2#L-hi-~@M(WqG+%ewr|qR(4ZR^v^v%&HJpaL` z?Y$q!K}gMM%l4tcsF*d@e}M5m?aqP#EQ~wg=3!A*K(y~_Gd(UWA_|3h`#KdMuOk99 z_Nb?zaD=2%hqy>g*1c4~WR?VI7AW;E!mc_&=^ZEj1&g{XO5ypAoYdY;jofs6yX~mp zAU`NU#;d~|AC$D-OQ!r6^7mlC@Cbo_(93fGiMaE}3R6EN{Hf(sIR6T~2^m|6h%IEm z6Cxfyp$$l5i7Bnc$WWy=*knoEk>nKFFEj0_qKvPKSWJC9bZ2Kwq)*pTRe*iRzCH&E zH2EO`iujJhcqj1#+p3ho^GIokmna8yyhaMrfR&!`*;O=_bkr4lgiC5*ImbcNvW0KH9Ra+A~HWV#);he#U`=Iu?-B z`~@8N7B;?R%cw6F9Y#m+IsyrmS-_y1;>QB9+Eu-aJ(N!RL8|yjiP%VqeQ;Ipa4^tx zVIRXKi{BVUmY^xg%x*DxoRY4+18dxcHBr?_N->I8X>qPpl@X>|5yH+GsWwVe?}4@X z`dFeOwuq0C6*UCe%y$e#{ykc7G}^Dj42d75?K{cLmqdrrp<%ofu7XeVzPZ)=o4*w? zsm>0)L=Aq#U0BE)C=J;4d)tMHnr;dzxkCnnjj?3E(sZwnX=eoYvc zu1eHXC5@@!G8AID>!m1rF^=9x+3-)J1l9=Lk^;HCmb|3Z+-&o`XpC&C_&N) zca-Mwn{CR?cJ91JIPjcJ$-mc23*5Nv%*TfSd z4=8^-dXqhILw|ZC->N+`Im`_DD76$Rd?RV5rB~hT6dHwYL~W`UCuNClQYS6F8*j1* zLGCFdx*VtW0{A<1)TxUygOLX1T^NxeI}R!t9Ct<+>+o8GlYv3gKA?Yw$c$fj)qCj_ zetW{8N$WaOMkF><7uzssJ)dX-DT4c!rkoqLO}P!?=(j@;6yVJ)M1EV1I_3d_J%5Q9fe$< z^L=&Di*-Guof7|jIC=8S4PDljp%>-rxpqq8XEO5VYkpIto3^MG|4<=+4J5;Zu$6(PTiNMOjy(iF`pe;>&V_m00hR) zYu*r?kd4W7iyT|Uwd0N~MQkygBaRk;6pNDh1`}tml$IiGgnzxtA$W@B5E5Rfktrv{ z_%Ts5k9F2P43H0CjO?^$SNDnT2zRn1xav{h*%HXf3xGZG_DJ&fKV}!|3QM;1bXLL( zvGo(RAd7uG?6P~X#PwEYl7(Y^#q}p&Sdg-(maZKjQ8C1}f=pWJusF>0FjINm8K2Gu zZLbpknvlIqZf~V>1-C`vni}`17GEhvVYbtLA4dHVmC=8E?wNw}*8^iFW}p#0;OS}R z)?q8&txiQFGq62TOYuY1gO+0@R_CD6DL2$mb}onjY1#)!`CjjCA=7R>qfYUG_u*SS zJim+|@CWpg-5ESM{&6cdpUoNS^%#G*{lZiQ+}0p}14hfd7k${$`*RKESZ8^D47b^U zEJv$bb!+`A55HM)!1`vEJV+}qO{-!R)YIFTNnPUI5_v%zh{wF7ACs>w`VQ#cdb;;Q zvDJh?(m{->h{TtKsq3*^CyZrc>8chdNi;%vPO{lr-Q<3-CMkO+O0+{H%4HC2XI6sHF>0=Ks&8zN*2yIo<1Zm*N$6#hL z@@P)kfQN2r4n)iuvUC{|c(bBQ7qSAd*_*$VHG$}wkQK1BB9}}8^~;#B3B?obO>Os@ zmSviMkDm(!nL)Rn9J|HO?Yb#GSw>;W>QJ(gXtQ-`u2rewh>;18pf*O@r0q5y$n8=D z65^Xo%1VX6i9=b!#v26+v;HLtvlI2D0-(faV$s7bzmZ(^&jT(-v>VbozIuHYjFBHR zhgdMygku~`I&NAnNti1C3KMNm82M{2oTW+PS^MT&f&<3WP>QqLPk3JQ8(Y#OO0(u{ zmrlD2Db~#P<@5nN%=nFwEXd5}lhf~)DPL|pIJJ^@hefxgJHEUMH4_$|()9I1sF6mA zikM=i{w+B5M%kh|%FEPhy%{mpj2Vuls&PO^X_H7y}HGg;dVIax`2x8EQ&qn%K66;U}4qIbYnXWj(9C<#;A%S07xjmf}3$X zgExPA5$ySh%cgotA;ScsbUMqrN+vc8MVL|dPnn)@Wb@A4dPF?5MU)iL#kjF#YR_1f zW*0$}XHa)2@DzDZ%W?`lEiCN(`4sQZy}hsG`HeBv@JsS-+PE29aLTRk+zOB?mUCK` zd9R5MZ|Kbf#8*YTCiWchho<$X3huBNr2Wth{vPfJ;&^Swj23;S!fwjN_bPyoF6^sj zY+_W53L|*{Q3_l02d4xNZ!=M|(m9N$iTv#dwp5SZYVK!IQ%tKNXa&)pJ?SIX{QU;P zVSwCmWruM^IOx~~t_Q~Hdg%LkrJNOHR6Ko3@yrghBdEQmG?fi3SHWBZ({oUSL2#Re zs^6R;GXI?hhfc1AW+wXqn#7%7f+JT2`)V>irSRIPv}<)i!^RFmmYgBw9k|kPeuMtq zOQ$YELlBd~NqE^WuOkmmd7cwFA1Dvb6zn&A-%Shtq&lzJR0Mz9-6_l1K(6&2Cv>*~ z6=xOAvhT1mk*oX0c?6MNs}hk|<1_kM5|rR*B-e%8LX^A-TyH&{^835QzMz8Kkm&?N zjAFUPxCB1*NN?{7pUFqpS1z?E)_IZ0uUGD_t;Y#H4HtpYwFMY4{GvaJN*2lX00O9| zTO7^m9Jdn*RO?vOFfzCx|H01i%%L~*S2HU=o?DeWc=DD_=u2?95Ux=OAH2mhIfQD` zu+q6S-^RGW`@yA&Ip|iJR*E=WiQq}`ly)dX21wICKyJWZyx7tBupqz7QMu$@uM_^V zT7k8kYxU>Hb|XjQGu@YWews<}!wZhc=sSMdYWnOl!yUe=Oo9MfSl6Beth;cooGkV1 z9lwjo7gOiZFiO><3m{!zUFk5-+laSyc><1guaZfR#Z56n;(C)1szrFID;wy06zide z)X6P%Vju%bNXP}y0PdQAqgFpeoqquvu#seb+fCQcV867%!gYZHX~{60<4u926wN>e zJSxJx`-HEE4UhmZ=DP8L6!9bzV1dIxyshs=3~xkPG_{_it7vk>ld&QC9Q88wDnS@5 z&B5WQtNi;F!+5k6zb|VkhCS9|FMNE?^TqxuVfBwTn@I~kE ztFz&$v+$kTS*C#LRX$ygHrwkHq)n?cW~TqmEYm6)Vv^>_xcXdx{4?4z^sg?^;}w{s zBMxv_h9xvzgY`PAA#Q^C$FXchqzbZ{C&|>enky@tufyonSS-3aL~P_B;Z-3(=Nu?Z z))q*BM)EpJ`_)O)I3Tze<4<%;5v(^t4fCHIzT?iU-hE~sZ!p<<*M6QZPxxmvqPs=k z!T0AwWb3nu-$%GA<}_Uh`VKaen!M{ITJE4&#pTl^ylKfrjKa@2HF>MlhMfw@%|2rG z*ZaLzBj^`zp&EklHtlNdJEa3AL+?+&oZKe9wJQA#FoewO=@gM)amvHI~urJ`5iPiIeI)4 z-Dj_FhS^l`GVolzGh!c3fF4r*IdI(w-nQC`n{Pi0SwV7r?da<35bEk^i_1w9d7-TM zcYWPB>}udGHecv6#MJh7sW@l_*^~(C6&6MExtmIHf`@4qZEgewbJHuv@F1yHL+@7r{1OsJoq6Ocqg$^84o(}DJ=MIFIOfd52aN<(Z~HWm4;VeO z5Mln_ViJXln7}y!iYY=Fi8zbE(cUAGWXvxpgqqb0__@cZ;B6uDrO|f}$1Gv22$kt{ z^3u|`aFL@@T)(n`ij~zNl#4AsAoEIxr4bpMV(T)V9qT1OWMCI~gfC@j%=OoXrW7S; zbj_hm0jz+qp}?cgtR83cG909wc7+Fq1ARr{3Zf%0An&u`Csb3RV8)-*z=ghBCmu|` z`Oznj%?`hmZia1jxa}1kdh0z)Y6kkO`^wENBQmA7fT4M2QVaTFHK|kwv(4T9_feJmi*X= zJCtkb^h?}YvT^C{(*t>5@vW->Pxh(~wVJ4}+?~{!>fCzOSM5^<{+J8nex2MHpL3Uf zPTbtW_k&(zl1D3L%BC3E!G0g|OcxjKA1YkzhQC==3E;q(YU>=F;>&QluBh+Fhr^=l zo#Pn;H24|m?(7$C%}6qilfhPr`e8979XP?;{H$^|9=8I5zfRAPi$MnPYMpB8%vh2d z?1!HMiX3p@5WDs9ASuD4v9MydA%!*OK^DOVY}>7OpvUkBrs_P%4GdBX zcCGw#4`d|A7eIWC^8s{`zVriUYUG+mgibD{*k{Srh%=oY z7|QnT*OXkx+Z)Ncc;ijnZIt7>gw)o?rEPs*MDiu5f5PgC>Vi=(ZJw~M z*crA1ziaSWKOtTd&%l|8w==RO%8Ou=FqBP!VVO9#BHMMg$X8_m#>)+6j#kNJjt$UP zlB5VR&VhJBV>thr4zW2$W_a~8k5PV>P+vRp<;VCUe3g1@ z!Z3Gwc)Ua*yQ-PUi2oa^PE6S{g3ImfZ@-otY> z7qPpDaaY)IUNF_>V662X67oa_^5jRHG{(OYIMgqG!_X8tjvkACWh52*)^Qr(wvdXoXxTvo+~!Of|_Y-TBiG}RhrZe1Atoq zTMl*?V;kL*O7_IG3t&;#yO6K4WTintp3v%WB;!Rg=6@$B|4C#{lA%HiYSnL%r534} zJ$caLMQEnV(Mk>F(%W=crk__@au6=YIU>o!1QfUc6?!eepUH&~`99xJADoDO306CJ z;#fQ}pNQ~M21cfl_1rGwwYY1{+niT;cy}{DsIZ^NmqBz2;gj}6hpEiqECvm*?mcwJ zw$*C!vd1(XWt6@$*_xBWE-rOJ8XP4)6rVLic2{-Q`kaEhhM|0$67%A(iJKyfnw%i8 z4zUSGW=J(8cqUz^Iz8=0lutN~ zV)^&+=xj=R099e}U48ZC;-YjUb)Ptq%OAk^Hb;BBL%-hjRqi?g^Ho zr>Q%I_Gy`^q#jr6FuK-zEl*rIK1AIqu%QEq4pRo{D~noz0*Q#?uzQo2??=5^a0|m# zG8@lYH!}g*8!CmlBT#e=4^UH@u4W`wI&?Rv8Xkake|8k5j9fPxsP(hRdZ4M0nc;7l za-yx#KmV3|ac=tVap9ij@t%s|P?k48-|48u9p(oTDfd8gA1&)MEEt?2QCpF`h#4Jv za{Xa`(n--lTF9c`tNJd2!Ac{t8EF)rn|(#E_~3n^Y-GME_pPDJ+olbfwndwlNji-7 zQ3aON4TeyD)hjO@&!&~t3w)iAYm6lGvj;UW=sN&~Vh}lEYs|DYE?8kw9 zOzx)Ge-$boJ;irUdXQCUX%xXPDkQO8!R)zYfL8j z>A1X*L~I4sCfLX^Et5C>?jR=ofUJ5wp6B^HQfaHKkc4{$bvDSz*)tQLepf#U-w5*r zjzLergitbuhAf*pX%q=8=ZhS<$+F}-raw$ur8EygrNjd-(5pkVb6V~LkJo;KA1JgQ z@;gX11Xef%(*nyb>y-a_NZ)&}M&`*-+04W~IE8x?DlV(h!uAk7s^q1TNQQ3>+L6jf zA$=9fcufNV$v_`#ez&w{$&IYNAH412L&eLRSyAmn?#5-*&1=FGx~UZUfA~2~Aa_p= zwRj<;^09tEM5*G&7RC!A-ShJMd_Ghvs6pJAx!>p+0bQAQb{Q5jBgYL2`t-MH1N0~q zM?zFKyj-5?Kzb3)ceR2W;k-OgDd+v1L~>UaTOh?@`Dl0p4PsYbhFqEMF`7VGw_01>a>2Y)i+q?@hrNZ*Y@#+*2tQrC)wX4BgBqlUiHGt9;YIZ{9ldPq6-< z;Qvjnq| ziNc~<@&a4L+mYj>@bwfnuIifL8Lr0HrbnITa=Dg1DsQ=|15__#ci)!9ZB*g zoJ@#+WH|2UFY);FdtpV%V6Z%_6%?LOqEbUbF4{9kemJW{c1s*BzEGNH`jIAe&`w3h z8zH>jeo=MuTJl%P?bf#OnzP`+}_W))F0QRBbK>P#UnWzBwT=cQxtYkRyW((a?u|D~F(G66x@ltBSIh0QEYK9;4yv@}Q~zY__w183|y z@-_*Pt$J3$I(Aoy)hA=QH~ILI@()#n)8N;GsWe43Mbf9NbpQe9(TZU9YCY7*Jr7IU z99G?23&x7Pz5Qzz=|<)Wj_&DwP+yrOuIvR}Od&=mUAIkuI56()%@*d+b?Ho-eT%ea z*vZqXJ8Npq@HF+qvf`#ld-k}xgQ6`bg%sVG!>r46J#x3SEEFWZb(N?H*EsL-vATc- zXRcxpvE1P$vD2!m*v)`d+5nA=xb5A637cCd;=Mr&CxMDWE z>_NBOV}}!NE!0@&Y1tbrgy4NlQoy}4K2FcOz2yd6@$^{d)i1a4_HlBiiy`xs`R1Ot zywwPIXLwog#M6Q_GOiN#e#qp)%`3)~gETd*TmgWzN_P^`9qVDj37Ic_RCZ-LML4c+ zZmg#4qW9*tsG#1wgAqf=6sK>on3S{>`Ab%O0!t$eU#irSw18Tco{y)=qEBK`zU#?7 z3rny`Kx?Ezuub?%~lkhZynu<`M(JZs^QEBx={wvYSCjKM|~tz zjf^2#72#;Qbn$W|EKLR3l6Pw-BW~JoDfVskmqaXIDfL4yA)x6cZ7d9gQs^U&_3Yly zkljL)k(FuT`M6MP<#tYcX;m1s4B~mUTW?%7kJGGe`mZhaHpT2laLp)af+ao)YpSwWQ z-Q-5EzR)_Hi`L$=bc_4tU3ZNh36rhrE8tci7+)Q42%wE36naRNut`dm`p#W7Be)M? z_ABmzSxzLOX|>mHCxz|XaO~c@e@wnKU?qO}pO(*vR4RUhO^LSi;6XV=K*|Z(M+eI0 z^dAlp(h^GL=L5g*!2EV zW2@zf2j=#tO%@EKy*8C6m91O?@qq#ojFPy0%CcAHXaj;iI_JBZ9zGl--IL0mILu17 zwktiXfgZYL#1=|xhvQAh^=%AY>?@P6;y3v754l(A?Q5t9McDKE@WC}G)D zTffLUXAqS@Nj?_X#`tp`+wRD}c)pkoEbD707Ar%@PXY`E&81xh)ULebGe#|H{C+5I z3dge*dvT-I8WxfxR!*32tKfP%8O=$zXj0Cs#Z}0jj8r{_t(ZWQ0SV+YQl|G4Y;3Gk zdK_l3$2+eaa5XJNhar5=ST@(wL8~i*VRUd2REfG)Hn}p8Ox86TI&f8O{tJG!;9P`{ zT1EI?8&m6Z8}ry)q2R~2oENrg!#fvI!d+!iuTna7+jw&2T0@HDg7&FA@-VpZu0$?y zAFg80Q0869U~-}D?QdUFCP}D)dN_KRp@newHIRK*(pUW_1HX07p!P_#>%!N{{`XFK z4HcR`=r%9Hf5^W(t3N?u;V74i=Z_YT{4nkJH|_KP=T~Dh(wXzMn*H9XtRWZcLrCt< z;!jkN+%whOjCAFEt^CgcdS?Z_Gnd|Z#nk5mF+YTh6^uai+$;QNG! zz~cvp{tKbw2MrE~V&yPLveo~wYUQw6S~9(!&yw1Q1(w!zfr5B#V8$EGPae&ZPh`>@ z3d&D7p7OH{VL~EN*8zA1sUh$QM{!@+d)aIJ!r&rNrDR4utvN!eOvQ1akd^dRC+*rr z8_+@#tO#l>9)_B+?{?JqEJ!}X5gwCL^e$rI;`&S5sJa|+fs=(c5|zsJ$!7)tTF;AM z3edpjE?MVy_C}Qz{>wCYO_7V3`WM@o6yg=3+n&)yEUc-Q!M;EPR(}i)rT|#XVBvQ~ zc}oQw^#J}LX%KJD@zpx}85}Ep1FfJ8iKI&mA)Se-M5KapGMR2W1CEhWE0q|EH=w3* zxXa2w9zK*98FeO}I%XN7lid7JVrbNW)#H0RDbAOFkt*ZsUl(SnU|^cG9iiBkB&`DY*jo_-r7P$zI* zqq6UggoI|UZV9$Mfq!XT1CqR4`Q{GeU`f(=0)NnkM&+Axl;rT}Th`3Ri;R*ag zXL+e`Io6bJqx!%>jf^FomM)Dpv$1}uohN9h@ed^P+O%4yPH37aU>g!7Hv0)Re(Oj7 z0rFdvV51l~H{Vz-%=_cAuB7LVcHV0P4K8Fj63~hMrwZb-X}I)ht+r|p&3zv{Gy`L_ z@&vbUvO^O8w!22~MU@JCSb^ND)H~nes#oSm(K_9pBUB@A;7;al!1Z2zYy56`k{NP} z@r^Oipk?~Fo&&g_6RsxSE^4Mso|o7hCDc^vG`X(7I90=$e~@(j6)a=)cEv-uZb&|V z+>v9d8@Bv$k(I7t$WGUh5T~OJt~K-Xt>w9M>EjlfK|e9yvLx0I_5!pLC~m0d(V|IDjaB@r=KZX|X&=MX_H40Sh$ z8K>^#VI{nBKldB0nMJW;tDht@0W4nI_(ZB3!mQQ4&pcKzJo48SwbO6 z*WvAmf6Nw@?yRv@ze7=_2}6){u0WR!3!$pFLP`N@NxTcn#{@GZVtlIA}m{La%L0ZZ9BCQHpu!J+Hr4fFBR@+;e+E-;2o4nT#>-JY@ zy6H95D6BlUZ}tdmtM(KA3|9LXLqnRjDi0C4U)tDjxM-W6_$~+Ql=AG0EWFWco@-Oj zawXUJW6@Ysp0IJ~J}2FI0o5-Ky6;E8yj6l>Fk1E*s2#Z>ltxzN9}<0k4>Y6@K9z=v z!&deMEaQHtOxV|t+WMZk@R~Jxphhg;DUaI-AGJjfyoMXztvjPOLB{QeL4WPP%`GMxC>m2s|Q(PcOGd+ z5Wk`Qb4R}_Jqvoz^`=(gWoNAdr+@MFq1fG|Ouc)yMlu{(ZqH2F_E=3d@_u>BGmnOM zdXikDDK~PN9=LGb@t&`T%{@O48`Z-X9_Db*=kqqtwb6N*^Il+Bvz5m}QN~5|3ANX1 zv8{kjL^#XTJ|;U=Cy1XGm^v$N3=dPA!FKB@$3C-X2cooc8FfhAtR(M8LPhH> zT-eXpvbZR7iHJ}L;rUb=4T@H%E85^z#w}Yu8X$)i2vT6VJ_BY!C@#vrJ$NbSDVP_mJ(vPN zP2+B&yq5NM4lS9XF3{(WdNU_X<&98NDrtA%&$=D*% zH1*#yna!PthSsNvui~wAzKP%HMM;9{>Dei4(*NP>EufF!R4E(w(m=@6y6`+fZHUGLs^?^CqE5S$Q}<4X@13nOS)5+3(lhV0y7JoUFWm;VzK9rTLGMFy*sKDgBEMAz(ww&5XP8HkPwI%3Zwe8)(78N{C`&vA&WvqG%IN~HXp z$lcBsjf#;5b!JGX2X_(G+Vu5%xr;)oZ^9A*xOA!BrZTE}wcN^WJP6O_AE3`1DFf=q zE#V1&2MBgTDrJN}5qP4p%D;G-d(5$bLREtU{3mq>xIzJVMH1GJuTDLoYQT2Q1VZ0NYe3a?J!Ih9=(RZ z>-Z;IOZLGF{+Xk=IRdieMoe=Ia;S@?6|ugBXq76$fQO2vh(;#6gH_og_{ybKa2$66 z;;iE3@%-&=FNBHftnt;P!2Fw$mz36$okKd+xKR|EqIOgq%JHk)=;?^+L^E_XJvyrb zwYK=t@JI62yfQ8y zkWa1;dPNpZ)bat<*4?hzz3;L==N{F^Xc{BCEwg$*#fj@1tV&F`R}~%c)^`~Tfm@qo zs{fsYo?U|%jF$a1wypI2SbMI;D5sZ&*SfC3=~}FMcA_t)mj`d}XdxMnfYm!-RJ<;r zl@1i{B&?}e*CGDO%Sdv~!n-C1Df6TU#vUO2&le#6{oI;~uwYU+2V~O1a3z?_C|ly_ zFNSbYRCTNMD9~C4qJs>=7rW@p-)T)i*JcCh>_E=qiqF1-nWw2RZ(B9h)|XxIHRH`r zA|0U-AuFj9<7o`RN4fk&aJfT1VHuS*!8W+C^(=V@g+pJn)16DLY$XUH97u+=@MQY% zO>|pwpAg?@yI7%4k(aV2kG3cJ8c22Mc`CL&wNso^*>4-Hg3j6V)Qjoy6wOY)Te%|t ziyCt65%&Ddx1GgtxC=ORS`tP6{p8sC>>DK7!|W@9eYl2%TTdaJ$%d@25XN9bybE1c zUZ`_P=39tFQLLxB%vpNiwn*@#^OI&zkpM)w*cuX4iI8-u#;f;KXE;ko+ZR_iVZNy} z!5Ko~tRrE8W91X0k)sTUS+5G+U z_cRsV4&EZ@3ym@yOCKf8K|q26^fTap;gg91IiOW^+!p$`?DdE6@$LyFJPk!I@eJT# zvU`FmJU|m$gOx_SE$8rS{UI=*JBc2R(@;&^=yl`^?9N z{?afzy%TGlFue3hkGvOaGM5*tvzlkeIeAzlq~DE(X4!?8uOZJ;hy^Z3By;>DU>9Dn zSMk}vKcjVsFW>+zoS&*UkWIt=RQ-E`>ZY>15zahmjnSA;u@#l}dj*bJ0n%`dRBirI zg25_6D!>iM2lYp*PmB>Ww87rFYkx#9<37`LJsh3K00V0VdScMjXx+lR#H|4jIEjPH zns~klbK7UCjkY}6i0HX8QBj-y_2O@z%MNJTr1*1)8PqO$*RxETLtqF5YgO4O8Z=`q4HW>u7n&5ARJIo z!zbyrfXi*Fk0t@m%KN~#yrXU+c?cBZ_hKM*ej<}WoT$r6s^@NU*K@JzE=+Oil3KWp zmhfqX_gy$!^s!h`69UbIAF)jY(9|(h^K*KK5kY=Vjjv(+qC`&ejGOg@yqeMSy$D>Y z)N(h59V46(7m&*DFb=`mpp3A*&pZj^yyLc#Iq0KSc#-w=Tk_-8L4d?%$;V{{5hchI zB?Ntn21Ne9HmEl2e+lDV5aV5BDS7Ja@2b=vfIYK@74d^!UCZ|g{M#WQAdS2n2!ez2 zRZ#Qs4EkQ+&`qIifwij;Ji9@kuoKj96Y7jDGP@$wxY%TPnBMa+RdV-wlf0LF@+1*& z_77&k@&6L$4NO3S8!*i`013uud^~(S(-<7o2(*c28>FOvI5?_ww0O&y`pX~1zMSb> zS-!lEl7k)~ngOM8>y>d4Zxu+3lsVKhCWA#wYT#M{oB73~N}4&JUy9n9gld?WhCZvW z?didqOnE`m(R5xa8*gdR`;Ce{)JV47E2bF{g-Ny9mC}fUQsfE#6k7*B#AO1<35RJWG)yhm+ zR5MP!y(Z6b*KD>xSpz43TwoNHLb||&`i;s=kcA;$WjNd(&TS@9grqm|E z6qnu6%1SB!5#$Z2RcE`a9?loJg$S0$!14M@iLk5|M_G@vVRL1`>Rhau-RE235w z`IMEg4>3q?aU4wPv-*K3bfBK7fk{gjl3yMRF<{7vWkw*oQOIjiY2S)z^VSGPy;K4H z7#}Fy8~Eya9Gu~8ij8ENqQ`0uz?|VA3&)TRCwWQ4uAdM4bhCW&(mTLR8-I`|k5+rG zJJ*t^-CRp_FdrT_W-1E~#Z3)DP?Bo!i+BzcyT&Q)F~OFTNzXvJ8VMX+lsZs;k(q(w z(Kr}wKB)p@qB%du4>Rqg!F494_?Ijlt&yC{`Pl^Q8MS8Gy@SPJ@tTCJ@t>0-ZC-ms zhnZOmuZzEcriDxw<}_FjB*1ekX?)BS>1M-~tub>WpU8VW&6{*dE>)tWxiQmLA1Y2y zP!eH>Wr>_)%0i!@TeIWmEAf)}46mW!_1v;n<0f!MuYIYE`7w2wxG>2RF&>2!AC@r&$)KI6RR|#I4I>GUP3iz~$%`WhFTf>NLa=a9dD!4iq!+(hTn85`W(r{vO~3OTL@A6GxN5iL=M z($5Hf2BeJvoP>4EC=z9=h{gZpJJpkFDt0j;-W(fQmA)>pvU{>jwaR$@n7e=Cu`X+X z4Ql`gP{On`BMe03#Kx*YlOgW%>3CApKI9aR&1>L{74O2nj#uCbQM8n#Nqj9TlDf5S zRv6zy##{Cgi#W5ORF*Z>i1nMd;*~45Ql34N^(%N*C*(sr;=4Df;=B<-JqY1M=Ino( zhcueze^`K=H01c&%tMq-@)5IdY-->hXH@10{VLhxs^rqaI z!CSElKE6GR6bg#Q;9@#KH+*i*AR&B=e-SApjU*({9CwzB-}ot=ZG%5zrqcq9EGNsH%qL;7d1^4a&Lq8^EtgPsGd2IA6&feFgaSG%K zBqZaw7FJ}@r0?J2)szJP)_x^qDN9@^V2XTRSWqj=@D2CH*@xgs`X^3&nBP(Y4OJPq zv3{}E%2I2|xFiKG=*jGt#ZE@Ui}e}KG6P$!WTtWgYro5izuM~Nn+*PtsGSLcMd`$m z>-{J3=d@*P;g!XPU}OLbFQQ&6vXU*e>OW!4tHD2`G*D2G9JewfrS3Ms4E>017<>9; zRgU8}p3h8Iv!W)qTZuV1Uik?tDXBWdEkQ@yykuo}l%u3jSF58W-}kd;eR-~phJyK` zvW;Bgq`#6}vW~V(Y4Ntar)=b_4-{Jx)zMF7MMZJ8)*%dWSI)%lK5Y^X^kflMx<*U~ zISR+LP^S3pH85jRGr~|ZE_8MctaSykm{Q;`Pogoic1R{(lo>B@ zvEr2J%1`m8&OgLketw#TXB8YAb zy%pVv5J_lmgZc73c0%Ik9V-*@8;pIFatbPt-1ppo_)Ur`Vp{oX-Z@+Uf*~f4G*>jd zKhNHK4`OS-%B_&UBuvBraU3IrEwP)4KFaOnV&!N4Ad4+4_PjkSo=3a7Ha3+S zFHR&5fiDZp9(%@B6=`rZqX{Ma7Kpdv2V{gw57sT4^d?+lY`rz5N|9`>mJOBhE0J){ zV1!#Wcc{XfjyDlD0^v4;CIE#A#f%lRbTb&J1L>_N15hrR6(>K7> zm;Y{4-lhFYNjCPgT3=~EE1V0Y=0q5^9g&Y`hZgU$Wn#ocrKJQJgMjBC!KH+KAb}Fb zul#~JgXCo0aOM>(vm%A`C@V#fOFVd+#j5u0ZgJe4rU$wj@J;g^k=6@x2y*25yU+Aj z-KzAbG$*Z3Hs(a;z@L=xR!orq!ifkmsj&!6HM4Og#uz%5WA9}YJg06HPECU+^n6O2 z1r0&8WND-8RG3+5XgJ5j9$B{jiKD!j&zo4`l8KS}Q@C6tRM?{SIFAu_JE>#rfRhG4 zf1Fg#NoLTnR~(_DKn~~grh4MYNDB?HxH13w(ZHZ8Bdb7o`p?b3 zfIGwesa6bdPTyjfH~Ml^7r$(f9|iGa-nJ zP<8oJ6Jkf0HE0Wi4E1F1nHe79!uFYKBi9?M6T(wjEMMSCU?vXWLWX+(nQH~Aq$aFr zu@tfsPb6qwB9sWY%}GGnmT!qlnppX9EYa|Wzs0InJomfdmsBv58*dAQSH-@NVR(9B z{yX9_Jh566*IcOtkKK+WZauDxvE=!IA%p;fU@>J>*})*(w5nHIPy3>j?U@hFZ+hQ6 zqMNvqCndSc&%SoWawvzvLV3f8O2Q5ztlVOPRhh#f~xsXlvRShufAH=LhfK zYqyfs|3DmhbQCJVZO%2gkvx;49OZ?xA0U+8rOePT}F%vlgZdn$VA@d1K~ z_ano2H#AH=I9ml}^T22)PoTz&SdA=Fa_lnWJ`8{E%u6o=;fBBH}AF$ zrBz>!+uEpR^3WsgW^GLDXp_eMRQaF&6v0AsrCF)!V&~ua7t$nJ=wY%pD4GKpED6DE zW@vcaNUY}}swQ1pddDU(<`2tQ`fO^`Pd{yfjrnZM@CQ*WWewQG1;?>pb^3rza=^Sf zn0r=xr8F|=8)pXYAkUewCBa;`ig+=|ojD2Yc^84dK+b|N8X5PDn$_x8C@WP>eAMqj z@a|?og}Uo|RP`DYV9t7qmE&kB)GWu6+ub?hRAjY#>bSj3`HsbD^)rN^?TPOLLM<#vdJW zz&FX?!_aM}-E6?6H0eA1D}5?T-}V$zg+9I`jg_QkB~yd0wJS{`MnTxfU`jhV6&B!m7+zkQoRE%l!FS|7roPJymTn(9|&4EWD9t$*L> zjAqQw`o7@{s*t~aC_=Rtpb zA7*^L%);n;s}}=V3%rcx5pS#CePkkC<9c2DWQ&a2I@lX8x>fcYrsDgYr9e>KsKY-T zuG2ITt-2N)pz*TVv`$|9iTK+0cnU6{Xp`jl5Atj17j=n2TPjGzYec>&yIO zbHTL*;hN*}Y~f$Z1vR8Nj3J;ufjhX8-of+9b{_B8OQJ66^HqtS9Cv+e7NteCRNUVF zgK+h|J1#dsGAr7!FUNrzv>gT!(9(+utc{VqB$|=}-yhMF$F4y0so7l7X4YXA0c~$V zQM3_Rtlhvo<`UET@fW!5ujk_(Eu@Mz-fuU>$54~oTsgE z{j|d(0=m<*52Oe~|G!dwu&{E2v-fa4adv9|@My1Yb<3eQcI0m&(b!y26G)Y__B{<{hDH*Z{3RF3 zQf0^j(KwzIrC(cX0EbgZ!zA4(s)#PJ)$8gihVIM7u?jwvDD6f z@%AfHf4q4zPP~xL3R+v_#4$K2XoSU7Cx2W$#Hb|JAAM&SoR@XYy_uoqd-uoJ^<(mP z2_`q)mO_nV09tcT#!|EGTMI5uzPL@!+?Ad4_){@h`L^>SH!RB`8V&+`cV_uwWz@ALB(RFpI9#RKCOFd*}Xtgze`g`WyB{Vg>D)8HU zhL=m;tPT1`LF%&aLgJ~?zID9vajSjxN3aabRV42;6CS;RCagqK@=7pr_S>8nDDXn8gcu|+s!Sp<8W*f&#K#+|>E}IBXKki?Bk`&1rmNJl zd!F^jY948y!`_51ESsjyL2>0=fBpVN(_R#j+XsV19`4OAc-L#=qq^MVtaRu@&c40) zbS)~s+B2MXcWiBH3Mlu4E5AEilYCTMx$mwI^}Uk!D2)OJ-_Ha`-IwIT&3%}8GeK(1aMMjsb1{S?{9->P zZ{U3Y>nRT>>{jZlC#oXAxK@29vzagOKCwJ9F?v*bx^X9d&;*o#Zu){fi{WpbA?m!- zyR=x*&&ge~teaN;2t*7de8v@OQ0ouIR74 zbfoEg5Mc-B?_bGY+whRnHjv#Bb7g)p4t6(FyZ-d=Tc)@u+jk07{S+&KJUoEsG~ih| zfj^7^@QzLE&w`9K^fHo==D8GHjHggJYGN7 zc$g7u{ZQ`wY+c}Q;1?XzjM)k233^r%3$-LbwL-U3WNHult;_KeJ+hgF6BMKzA6Ols z#8MI+R4D)*hLeng+zYi^_a8Sbtw`GE6LrPbb~ec7!XGoC3jQIog6IoStvBqs>aLl8z>tTdyj4XcQbnKykF;TS)7vcY%sBm}xT&Iq{PkrMjNPIm%esGH`0Ow$ ziB^|T9B_+0t7z6cop{?CMb_eiFOnCmIY8_QJ4MFekd00w59>$Y>|(Pr?%CnA5uWzY z7X$M}m`64D-{C^T{nho8z@&Tiq49ALH%1#OxLrqHffZPCCPZJ+#-;Fi&!~zw;@S)B z1{&knWb+Ki9LzI^F54b!oMS&Yu$$FErRe=NZFs+Yv?CS15Z7*L`H{h7Rk;)R-z?#H zqT8h%G7biD6Xf86b|#RN)VRMiWdcx#6fEk81^$aV(u zNqL>s=9X*}ggMqLseSg~-0|&Irx3Y8p|c{U0x^R}h39?xi477-#nq2{b-ijid zJVqGDHO=Qlhd_ig(`@z`@GHzlK?J1cC-C6Na`b*+we2+#?{%+g$}p)2{-+!1w;hss zdP(1t@_7)Uo&Hht=V`cZYQt-muq=PI6@Zo_jTDp>bq%tp50`(>u!7PVA~}XLAxr9L z^JeK`amX$D-$r|7YfR(zl4h0%_Tq{W`vhl}>+t&3`Kgj@e+tgr^mhkO_NVx{fTZn)s zX0%@Qh@$&ykD{ahsV;C;vay;`;vIVUdTLn_Mbg64>W?!vV4%1oPLw1+{1B0|wQ?Y? zC7%qKC~s}M1^;IdDiw<5DxSu(%plH`tyYQ5X*bP@R0_#1$(gg@XLJBz8Uk?Pa9k9w z-xK6(h!IrsE}6*A&y}bGnj`d=V^zgwibat;5=++uUYgjHi3nJxAn>n<AUl5F*jQ-Qdo3;+~?6PnsKNkT~|~rD zkkKrso@9UU^jT=+MwO(*eyO74ZCztjV!Yh_jcdR2XEI5d^sFm1aK64h2s=h5*!*fR_WGevz0!j%iua-XliG{}IpItE=KdfeVP-uQVM^?J&&nR9JeAEq+u-L&4h;jDA{Y7*o?lrVW z0&&lmK4>_zQ?;8{yloI3J3lY1!dyJ%+U7rH7e8(!y`O(#d-!2FC32(%)%#h8_g_%+ z!|@~j#03f7`Cqys=GL}s8xqQ2eXC%U<0GZRtEbM zqo%zv^5H1tS%a{w18bGQI1v~LLO3z;N2^edY}Tom>RHBj1^dtZ5++6h9Cbszu3>_Y zObL4um!-dC9lM=({7~B_^b6S96Fz-p7A1fRT zd^X{ceRpbi0Qtpt@@h8ZJ+A;;?9zR65DEuiKx;pR)_)3_VGA*}6R3t}b?S^o+E-9E zd?rop4E9e%z0D{e01U<+gA4bn#tvrM7N4BSZw8`{;@#7vMjsKNOhc z2PS^)VQpv&jH|Y>UcyCMC7O6BT_3Ev8toLHe_5FG+*kJg#!-=r&d|1HvTCt|Ux{JZ zNzUPT@N=^`at^xe_2pekL8BS{^O{GR1Sf+%Ml0%JKlWS|qp?uo@E=sP7cA1?XKeiU ze4f&nRF8fdNnyWqiOT?AfEqU4+U58dP!Pz}%qWg(#mA;d^_yVVk;^L4*nfIV=zzRX z_J_gf+v6VwuIOE15%<35_DA^lS8PKwBMyNkFHP2!}Bl)4=4I_avkfZ2Y?NwBRq#>16GFWh2oUl~Q$N zK8_H!$~e`6Z7_+lR(u8jCHGmf0~Y3ZKrxiQlq|LsGv5Za1SbgDl9@7LY_v?QD3Dl|Sm zQ4Q_lEX4Bl^o^+MVQ`H6CNS`YF9;==CJruadJ*_>@ReCTJ>}qQVoFQKKdNRwjmMhB zSKspki~1zAW6hF7jCsP{XDq+Jp$-Rqf{L}Hw^KJfpH_$=f3(WCiO;rwu;$?9gO1gY zo|#~*J=&#eCsk~J$a+nMEv*2O5iYYCd8x~SOXKe3=#Ba%cjuYFXEf^;Nw0!HDpbA0 z`jme^@n=!x)&%$idUU_vlv1)-f$2Gk1|l%(8Br@B(ws!25g06H1qp`>RIu%KJb5JH zH;kNw!>hC<0s54Sz2uN+w*031&`ce>yV6b${X?pEewrqv8HAz?aFXuA&?LXRr|&-T zXI`2e04mfakN128rqA3ge@evucC2Fb8;J5Tr5R++j3x3n>U>0{hWkN&reM&YG8 zxi+LFP=!)mM5#`kiNpUe#xm8J(zTQ(mk~gP32nOnn>iYHl5j(=T}D&FH>0wJyS6$= zA^}3D^JRXc6fLDuB{bD7@Fnzez)BY$>2&k(H@^6!MJ&AazLECf)n|azf%1-ZC1k0o z42Mginr22JivqS3Lcj=pK9AxURL{8X?&G2hSe!}~TIEL2NEM=jtM6=!pN6`N$|j~@ zdMu{DFtRm=B~FO(IS7rfmOH{2zxvqZ_t|RG8JP6=!rjBpwZU_~9L)b4*uA>)S%MJ1!rYucO1};i0P`_vofHTtBq3q48HH~&0nokm`C>NP1IFK{41Xv zQw!;jSRF#GMvNH`qt1L@shj12q&)F35`6`1z}uTc9#bpoJ{4nnH!eMG%J#)FpSZ?4 z{C9njtC4J03b$9U8Jx+E3biWl9=DY}M8T5|T->OJg<0|Sxb!I_O?at7t_@)cRKAo9 zQK}FZ{h|a@%|vE~aiW1u#3Dz|fnNvV9T#`;QmJEB3fAFNN9Fz;HSQ^o*b%w4z zzMg4(`1GDT9#1C&Vkj2JGm zs*9Dthj07CZ7>XRfjkCT7zLpyo6B4)w_JgwihW;akntCLG;(=S;&CdJesHG(J6`#+ zoVdJTmE!X*DiqcnB1wScncT3IIhtCnh7lJg&1gWbz=Nd^L9)U%g=~myFiL*f)I;0& z%MkeL25%w*9tYF@hPJHE#5dfsG#t1S9~u-|b{Vg}5RLN%!!r{%R1_UCDkyrq&&D~L ziKb~_QlS7`bA_qLOosxs`gr)O zIOr&b@eXtsGV?x}x^A>iST(VFhQ*rQV*#^sST7Z;$~E7TbR!Il;!2e?t?;y-V-RbjoB+;68hM2G>8o0GUaI zhgh8op5Dlc5rv)9AN6M*!vN=!%w~w#6SVo^EcZI9dmBjPjaA0b8bsoF@^vaeV65=B zLNm}7$fIg()9(41+=~DsFXXT?lfoyBjiK((= zvaSZ=k7&om5Lz9!_W$7|saO=ZzphIJ>v{Y)u&U^V5mRi*8agsmHW>m6UBZFZqGN_v z{X{K#N*3v6ig-&(H2Zb%+Pv16vH}L)Nglg4ulMz6VA5kyA&uqGmM%2<8UVLd_@`6i zKdDNh=!6x{WEu&-l^f}^Y2~PXqT8zKt!YANBnIR}Rw~C9w3b!O#>v(`P3RLC2itum zOtY|>p}dv{j5K~Mpt=pUn&@nPH*Pvafqg|MXHJNcq~1ohAqw$SehN*q!C#w;UIz~{ zg{G{i#AW4AYJ{gcliy!mI(jFRS}HxQHt3a89yivSPXyy|p?^Sp8P)o2jB$7axp)gT0ys8s=6pOhYgY8<145D<)lK-)A+*&}mVy&!IY!n{0=zAQ2H zKcLnx;Wa8kXw5UK*|??ImMN*4z2@Ax^fY=Kthtcnlk6vTe`=VCBq<6@5 zRX&l{YNKw+Vw%kr1VDrtv2(ShJ*6W+uRjwon+Cym{5HSo@91Ibb_FI|-zfy>{1+|_ zIj^XBJ~gam#;T3}Uh6K8L`@TVeEAk2nNJqa=p#B8#xVd?{~6^F@h>&@6&FB}_{wr+ zEZXxFTguuML^@@VDGsfM2aT(KrLHz&paC!d2 z*^Eb=1cYTYw!N@vjl%JRD7#YpSm;LGgI)z-N@D4+frvEq7~7Qdld;XwhFLcI>1k%l zQc&s8(`WuXwHyzMVchJ;N})B8H$a?vysGkEMd9?u=u{Nt=_nN3g1bs8t#}3|E5fnc zQ18dDo{w(0$Jg(Z4CMS;nIhKC$=Yl{w!Zy)xf|Hn3t0IR(V$c zbA=}(h9hhaKA-SGyvsIibPgZO8)wtm-vgTbNwL*OZXAHA4imfG>KpAQ$))KAebB5jWfvIr9d|~|UYYsh0x&ig>$V~R~ z=U}a0=`UL_oGISv;mU>(5C+B$&ayixq>gdY3Bb*0mg{R`ZK?QkwN29}fA*8!EkEqR z9_~8sw$6(lu751wKW?SA<9EN)@o;t@^K;zZi-dZK_%FxqJ6#vm%5H4C{-O+v(V3ECc&qM-+abzq0c2$ zq|Zv}Z0(``q~m(NBNpN@o5FZ{J_g%K&y3>RK6z%|z9#9A%SHJ6=%$s$ak<#3T@USh zVElCmM!s9WK_`o8JEW~|*&tqfu|Gj5zD(kDcjY#*N_=zQoPPbzrcK+_4!+u37k9Ou$0pHfw*;elZi`tt9#FXGB(G_^(@oB=g!j4aqvt&+40) z8x?zB733#5Um-yUB%ITHpo|pPOwU>lJ zMSGT%*_^lT&F86qHFLgLE&X5Iv-J0zQI5ODy?Q^Uvpr)+^1~_IoFWNq06lJb2Cz zYimTf=9d1)@I`Od;RxY=do^CpztFg5Ss&t3DOmGyPnqTG_pG-kuCo_IcjnEBXuD;8 z-MaH;pBJZfd%wQapB!nnvqqiYo|VtCQFZKl^@pw)UFc^WYqtJ5jQZ9*)*~0= z?MVLP?QB`XhQ^%kqV!qLcKc1l-Z#3mgbt0e#oL1=KdELcYsCe>bNO#s65~x2jm&v> zH*W?|IrBI0El#mGdBsel*^%?)dpplQ2-I!v9^HJ`3IC^|^;K$9#L44K=7zS#k>;Yv zx$R%1EyGj~zK#5^QkHz*OVZ>`5-c~FqYzHfXPPwi^4`XQWX9Sfe6?;rwtQ#To4`IJ zH}$6Wu*AceK^O;mQhwA~R9)Y}hA?hqXw}Z1^dM|@m`>_|X0hBU1ExLDTSaXyrpXq* z`sboS-@54|>F&@Am-0X(?XDBD@Y9Bvp;H-t8na_bkEU&j9+qo~~O5&R1ki#Gwzb9F*s!+_p zTIQsvS>rgEqjg^KQY^;qJw3=_y_eb@dL1U*6*E+eBtGT|aee9`SnsSnT-YrT){xP; zp;l}U%`9nzqqEvxWt7mLb2cbz4!jtHPRC2QFg4TwRY>kJc-rGOs7Rw_qq5ybv_%C3khQCJ=~)6$Ta7! ziOh7Dh%4ozHpyou;8$9%&L>+c^6|q#{S03_q#Rpe@8SyI;#JFDcRNa|gwl>V zB7*ly`E2k0C+PU{#caAQyy%8{RU#X;1OrYJm+O!ldttP$C*FRP;}U+N;^(-Z_AV)k zue~{cN4>aCZ6@2e__Eh{aBo)OWs;C-`1L*WL~mh*9OBcz&OSc<)oQyj#cd8jfQz%?xB6UF^GrZ%)&PDNQEBf7C~IUz>~{y>Yu*$oTZ~zGheA zT&#I=;bP#Oc#m!Ts?YJ3`^|IL&`*A0QyT)3moFoBC>hLOW>KYUrQ>(UkE|)Ghf3dp zmc7zFH$!Gt66QwUoVhoi6HESLn2n#>7Q2@#yvIF~K#|lxdy)R>ni5^AU#i1WaD=cg ze(GPpXQ=(Lm(xDt%+#XIIKA}_zcQ<*X}J#ikN$Yj=0dK0QCz2ka)Y+^pj`JLpL>3! z_)di7Mxx9mnwhSA`d7?^E9L-R$+=u!9p}`ofP0KO_8FzC1Wj?q;fU#h>8Vf268fc_ znqkTJEWX>5wog)Pp5IwqyQLgce3}-DDyv?Z!0w3~f3wv+d3k%XpZ=jCQDOO)hqf(7 zPvMP1VCY$tV5QJ@yGmZxZNISC)X06$>fwR&gWh+yrdHOUZs&Dp6@yKhF)`4~@kekm zC>i_o*5~2!dFu{+&pAo#8ogrgy|=)|2aKaprsY58UZq|-@598m-nqz4ht}S3+c}1d zxSGXl-B`D!JuJF(RIWJGv%3A$i5(uH70GaU#}93v;Cc2kHuEI)Qz7ihPxX`!k^5xe z8&9zfX0EW14?CsuJ*@0Tk^}kA=GuTQ^|I9D-hnUH7v?1AOx?oQEGq%S zgK$9kKAhA_yN8s~G8lid1KCdfC6GY%SJ^oksdtk6ioK{GZrGpIplr6F?K;e#Y++46 z_3vV{tTWFn!0PgNdkW6V$z^p(a-r1zCdBXGU526%Uo4^U@ptOW##2JaK)OV87uFyc z{vP$Qjnzg%hFWmEev3SjO9{2WBSst1I7Q;8pCSga~UpR(P4+cH0TCP$mZ&KwOJ#JalRtQ0pPgHrVx8 zyi2pYn5bcA@ouH1ofp-84f`IJNzkmZ*__t)`&MAgE9lcl>xckqzM(t1a`e~}=26z` z&*|4rG03Z;qKoE@6#)+Lr)?RxLXQltTbF@}y~72$kQ-YH?yRO)^uA_%`l>qvJ7%M{ zwom%63{PU-AB-8lpkH2y_CL6yji4LJIML18eCFwq&L-GVvPCOji2A9b6NfR&F{#zE z_Ldd+3cID^WAcaz<-L|}b7&KIj_q$p_VPm>6aS1r^>&ktu(>S;S?e^=?u*eeG^ z{Fy6n%1wzf)2ED?VFtKNue(xQzDboX??#sdb8~(FU(38V4&f5zk7%-KZZiQ+)iGI3a?7G_sffIC z7|QeF7AM6Bk+}Flc30h2(?11XbhAEnSjF!VJJ7zM9hL-H(#cLw3|;Og3A@hBPYX}a zWRMyTo#c57BbydzIx+=01+Q(9J5+R^E-Z!4io7unUcW!x{97Mdd*E4r=(bm~tD}6y zYG3A%e*MN}IbhF6yWiJNIbU>n)CrOTh&i`aG& z)1vku!ADq$K!(E{H{Rmm<;Fyn5mjX6!&7Aw^Pg?^4?Fo?8D>g8MLq5|K4%*TJSmi{ z&73q-nNzjY<2ptHsmU2=QEWTpL1ByfWUlT(C%*rMg5*WZ5bN2E%kfM|AftVWV>*{_ z$Nf(uLvNTP#v`iS{f8@<$3o!dg* zaMiRSb=KC4po(L!)2T#w-|g)o!DPV}tuA!rnqevaHv5U&!it!q-TUWx!Ow%Q_G{tK z9M@DiRuc{{L=>g8I4W=ZiQM4wvdH`3t%b8OUW$Q6C3NJzknrkx&p{+9%aufgQerTcU zJljfS^@}rCSFwTpi~PktncMcIb1z(ToF8_ z@g27ddvHk+7cNoi1EZ%dS&3v9MO{$8UtyU2g>0WQaq_XZbfT zs@)pS1CI0J*~>c~zPOy8MZVn)@>}A&aaCd{*EWGYkSsJ=?TFFnUv4jI7MXCiw9lWC zsFu;=x6qQ!-aGic4J*q)I!>%ddC)YvEtT$X{(kXnBTE))u)KK6(&0(8oC0g|9^bvv zY*)0OKbfgBD+EvbJdjs@@y1y?Lnu;^Vh_0>-kt*BtR${Ic;V4vDt_8#6C9xQrIBjkDjHob!b6G-ze75!y)gK(9G2z0e@&V=~^;p`~0gxrOw%K z=SVGH9gNV$)Nk-cFNo+=OfJ&;V}rlg zwuKk8Ds0czmr08vh@r-Z46ot^wDc z*tTuk$;5Uhwr$(ClMW}DI1}5pZQFKoGS7Ryv%Y`b)wO!nkE&~3_r3S7{rvIFlJ9Wi z(Sb+#LbH}DJH*o}IM?+2TZr8EKxH50k0ESVRqM!F$eI2x^io5-ir?^yGr@%Ko%=C| z>5G`WFxRehw58ue8mosb^dy>(us4ZTI8+t%cE>P3c;DFVR)KLag%5xS&!rP(QaArBX7PJC50XP&9_#YTiKqwJ6_B(DkB&EbK9$8eGaTpjvD7e3MkZT|0GE zrw6lUBW7*IuQXDeZL*|o6>RK`l}A+6{@Tl zH`-T?y0J|IMTBqI#;pXlU(A@ z{H>9D)obnCkLb>kf(6Z2S^EzLu#p9QJ%2D=B5%GU5EG}5ahv6!X57Dqg>3MoFNI6w zI{?8V$`qZ<1Ak9mx%JX5dzWF&@g=`6AFO!zhnlH(ehXi^@SI92pGrP89jySce?`pi z+$NGs2JnpuC+02^%d3!81l9HpKKxajHl7Sbp)3S&vMJ2MzE85dIE5!9Mu>vMQtPCf z1{ZZlxjLWU0+8ibVvHGntE~wBT$nL|9a+2iZvxNb=DDn|Bj)$23$c*I8D6YjepUzg z2-$=J^O*9Lq|#$~=g)5PVjZ0&jcrH9pIEkA_}-=?3G(dJRl*(i?3o!(n>bHFhdlju z5v}6s5V@lELdxMDUl6%3ut^r~w;J!5r-&tfoani9eNsp?dFmz`q()3D0}hd6Zvf!>Z{%8aU;=C-J-kmonm~8 z5(7>B`D8=9*qjE?iF1$ANQon(%9m*u==KIM)V7)TNh81VoT~1)lZ%Ox8oqo~mZ7<8 z18kxkw!N>s57yTzzKPSdTX=kWE>_GRPe#BXctCFY&0lK$jEusadBeLJL`0Bv^x3pU zCpgs&p){0=zWUNfYP}rYw2iWUsv!X&woO9WS%12136Q_4;k&|L3E*__Amo1xU+p%U z-Xn3peBVufEY~`fallL|#+k(2UJL;p=JR- z)RT6p3%@B_ma9+&5=%Y_q1EhZUkWoAB}QDZ0l@FZ&PCpcXR^vmhO(pdm9`7#F6&2a z+1L6wspqr(stL%|!Pmi+-KVWWrpu#{2iLs)D(k1X+^5*T#>b}YyJM=iUCgYMsNq`} z8~Yo9zpBLzVn}b7YW3$;s&nO~B)h7b^CQ*xR@^`&r^#>dNI zi)CXtp1?nr7LRhx_qhnv4a6G9Kgr#qemcjtBgYg@49CtN6lKzru7 zF`zb&;$3{5;zbAzpP%9AzqX~oW`8jq#7>&vhWuGk1Kq9nj5&1cr!L$@R&QOzwV2_> zw8a0)7T)X+NL;jFh8Lj1LUet4h*|e`z0Tby!Lorg8@b6r(arfB4<-uKw zIKyvRL>MmP7__U&4IU@kQztx`OTr2kW3onylSB(M!9^C(A1nP=;Ci3qK5cG!a1e>Er;L{oF#%;CW^qCXU;1853S6~kq9dVwa482BY@BNiuqI#qmcp|Z%bf(gK zFshXOmvoRRgJ({65%E5#9z^9qJ2ZRPZq@$Yr5hYf^J!(y{c>2eZ2Un}SOpsg&k}Z= zp>Hf0K~LQ@-^_MG(^as3WF7s68r4=QH^N7_LU6b|723YoGgl_hmu-P3mW4vA1)u_kZY0kT++)0g~v%F?$M8?B9N_jmHHncQ9Bth`uu z-SWr$k?$~IJ!yIVvE&%EMNm95mA{gtuC9`l3rT9Utw4_IZI%{+zHWC`TqIpdH_XeT zq{OWm;P#Z5C~&d+cj%if4kCTYn_oR<{Ab1(Io{|3ncSeQoY1xi8`r$1?kJt)Ll8DL z@N+p8ssgZ_#;u%Omk6pIhs7uJo>}R|j~NU6Lm2X^0D><**yOeM+OV~-mWNC|p;s)2 zt*-&IclMzad0h;oZQH!t!#Zqu)s1AzU+?~-q( z_@T`3+>uRD(#HDE*1srT&#c!d_`gpl9b0w-^7uuGUL%cM4bDGPSDvIt4gLVXz2;Ug zsAf3p@BDE?$gZulezl#JUoLZItnhSgcjBf$I2S3C)i1$+SlK|dZy9HUW#Q@;z;El%a^L#F7 z=mSmqYSG9uiDPi8PadL*D)(Uf*$t^HIp~fOqRPOv7ni4L4NLMz7#Tpr`O#C3c_z-V zRc@ke7307NM)b?ky5q3aifN&buuP??Y^0RHckB;$$g0kC=g0!oDg{!P@p;wi(ehdr zh93L-E+xC?IDFq*Sy-3crza7Oq}LgaS=5$a5^2kG>n2k2d&zx9 z*1jeY*Ki^bAh+RM}38BR~d$HwlxXVaue0k4fz9>J1&R(_w2p8$g0)-#16K@XC z{w7kK)X3B^QvRs^U!S_^v8OA-I}x1yzCxXG z)Out81J2Mg%N1D+W8gLCV2%faML#Cg3?=f$Qyd3JznpAjf%4#7Vfuf)t&dmFaJKHk z_vV9W+9ZAvIOj5*U&C=e&&$vqu zTa=|%=Y{r^U8rx!bPsD01 zNLrcpDBSS!Yx~Z2oqWOf_GALE+Gh0Rbh?|{zG+mzn~x67*IV$<4J^~yUPsEGP`8kN z74GKF7V+_N3;I4Y$x%ydf~&mXaw@NzJ+JOmE8oO9T|qluXRs~t%Q;0E9osba%jD&2Vfy(|fu`^{NcGk5j1%~IgN3@gtcMWDrJe42~4<+h$rs5_U^kUMk!q31nV z%w_s71-Wk{mig6shv8Ou%Bm?-3anC&9u?7yIpzHu5DM5fD11)^cwPG}YgO%$+Y0Pm z{dch$B;yq28*vZ_EWbYFioDdj?le2(iX4WFL>`~~ZZej*hcXa!&kl#|+Q9ci)Zc`Q z>u8qVS(^U^9$Iv94x>w7iFd}YPVFn8&wQ%C+Iv%&U!M$%g6dh?r-xS=K7EDQs@&By z-B4QRDH>4if}ulv71`$6R#G{yF=xa-mOK2)8XeKwia8BBk8(Ri*|uu0O!*d?nSZ=p z3K(=s=F6yKMb#-a&=D|&Se1dhXqBos3&)c5R{$xfzL&x@z;~-1+|EUAu8o) zeGHc|g4Z3rNt{8CVc5PxuejJCG+%c3YI3KPckRa!1TLcVidNH4(kU6T=4-Cin%1Vu z)|4WzxkT?SvFo+H1#9i0rLyn|6YBJB>Oy z_UDodQ2f@t02M%I%*9(rDU56P$JW5=m!$1vxp#FG4avgJ8bd4DM#Vm?T_)V>Rn(!` z^;;}N609QteZ1JP?o4AYqLpKAst~?%JI(V>tnxf&F#3j?z)R{~y*vT}W>~83fw_6B z{_2Nkxeo;H`X=-xJFKno2QTLO=Hnr2;(3$AV;kukUt*k1D0@L!0d%rN}5TLmP_1hJ-Iq~Bej+14v1xlSdgIQ^eX#)`HWdDWtIh}na5NPc4hpSIj{yrtS%86nY^r|Z)Qy3d^6x8JZV0V zjyFMubF5fnRxlu^E332eM19lA`*$wgP||GV1uwcBTJbY02_NP3UD{YvK0eKKl|dr` z&!30x#thuAK&8|7XbG|>o9ZUL3fW3!i&vme+fylCCx>^9bke@Nsx4Qqw}I7B?h7P= z?yV}AtrYc*NTBCuh~?ePaoXzXiHZ!P2O5vbUT=ScN?z&v)0$_K6&x#d9p%nK5ZJMe zm*0#2X#C}G>U&c6wd;8L>I+k~O=7h9ufMCwV{YELSAvtt*HkL--Ujyul@8Vkqdc<` z%Pj*Rg^vnDI%z1{%;xI+UR^^EEzMjjx|{P;)`tyi)GfHL0+)20uA(EUDn#?QYb`u6 zW)i0@hG9O?=I?M!bENCQ??7N73r=IoF&tQuAZ1ygBK=ASYuu>}{fFy>GfBrax|3GovMioe$BY9Oybsj*woyFB&$`NKi} z?sNaN9%$UEj*+G3E#N0$K)n#*_SfZE zVi-$Zx;WT+z?(0;KV#@8%iXJCXmA$XpgwVWC#2+7h;v38^?gG-t&%Jge(HVi=32gz zQeh!~3)nE54N<-Ju&op%@hTuPY8&R@_yB)yi*;x8tsvF16Z({$gU@TqbnQMluiWJj-KDrbGK@d=(#Y15!jjk#f{~ALFL6XcH5QEKvZWK~|HS07)8Tu0 z3+$$In~7#^znJye4Y3gP9@Fm4U2G&&HYQ{+E`kv&Bu1kHB#YMlEKH)xqKg)PF@-iV zN4eFCxT81&VmdRg(J5;oUm{RnHAZ`VShYUBI*{LVuA%4bdj1U3!|k1WlG4!m^Us#=Xio$hxXHVTDKXNYN zNonduqbG)tAG_}kOXtYjWou&8%6Y}Wf%s(2N<8dWtmUBJ*i#9ecafs#sS$Tf?ef=G`Rupg@G>z zf8%3bgn^=9l>Kvx@x(`9+>O(tN$e>x-?Q^`%YeH0eDyqEb0lwl|a%G=+NVKj(?ijM3gRl;Hj`n$Y&)zzTN9a#oxCEQRa1fzx zhWl$F3fK`cjKD3Y{hBpY{+w2SVJ6?cAh%Ao`%58;hGdt!E+*`CV}GF7(GMZl5OV)S z1S=8?#Bk&)b&RAT!EJA64n z@pE!X`&r3l&BTlT47CYrGBD3id(Uc_53j>tk9AnCN}1J-X>{!0y#{Bd(oxQ$if8ZoawxSNyVjgJh3M9Y5h}f0LK6}gN{X@ZorAZm z7H@pw5gyl$Hfsw5_CHcse9ehws1wr8GoKkl`;tv)B%{!7O2`A_rP{IHjMb(I zsq3g9PYS=%w}k<)fmI(Wj;Q+o9NPrC`5WK~z-%GbM4v`!nwL2HW?L&sC0R{_dJR(I z#LZ>Qwg`^o;TPBE#K+%EV?og*IA*Qqz#aA(&xgWZ%uk-G(}X{yp}}gEnQ&hKtKo5` zLHTAv!HVWj|2{(%ru;jgb?KzffAf*YV88*SSSP0 zHMIk6D#-%UagDaN^U_*{%rWEv4?GGxo3i5_ub3fYp#eaN4HHN-c8tiQ46XUgTI)5k z8%aa9NBVPwMcwlOUmA8eioW3sUNNjNC4Qr!KF_lx!0sGz{9;(uc_mnm8y{$>dbIgB zUR)kZ#lIjiNPR+k1u4E>XvqvCbX0Nty&noiZ65rE3*Gfnd@Q*Lfp^nkDOfewL$>aP9cX;4ZxI1*-C@;#M>Z2MLgQmWku{yB zvX@dT8pV8y-JY+fW6bHeeHHtS4xz1%fr5>nli^U8sD0`W!;jAt1GSLE`2Z%wte#Q9 zDr>>JUi8!E?1gk9#NqMmCriOFqPPS$kFnosp`=8IA9>Z04lV2LJqu-6O1IjJ6bVUE z8Y2Z3AT}UksJ$X#aSs=1KCNwNB7+2>1;|K4gOt{4xTowi1F>*hPcT9e)J|QiW(4EJ zD#?gLK|}|(6jbs~3n!B|+$ME0U>I?w|K0q@32YRs>~oFv52T~qn00t|p=rgXi8O}d zR#Jdsdr7JtAdPq!sm8Hlf=RHhwL7lZ_%DGMznSJ%!VP%$OuhamexM-tV-`rbUFoqnzwSsa-KJHFZ*}RP2m>i5mDIqddw(PeCqta{R$`6K8W~ur^UX4kCXoTa=U9Ka6|7F;Qg^SrqkOdqI%Hh{#`6)kpuzvvS|sPSH*-$dRNd@E2Lv zL>2%*e%gMS?s#cDuhVbHQrs}@u{7?n7*6`X8Kh0`L3VwoQrZC~^Irrx@{QCg&f(aR zjg%#*eEis)2j$tmx!OJdBE>lR#k(Aml5h$^aFA+WmzZQ8_KeyDcE@t>(^n@6e38kJ zt2y!4SQbLc&NWvOL$k-q6U=XRc+-3slfiLadHbw*H0Z{NY{e7hm_wGwf75amsJN~v z@M?Lr``UxCq2nUkqR?GheiOe&pzDUeZV)iOZe4^)H10k<9 z+$GW@y?nP#iZLIsrlXA;w{s;7*Sxobj=ARmn>-ns=%k|%=7<3?xRWl7H@b&(ju`|; za@0z=b#P3F9!GT<$(V>ovcl;27v|PJcGCSOUE2rJ=sQ8MM`xV{?)DlHI`D={BZ7JE zDPCZfLlx{v2le(kWJTkofe&~VIJrhohALjdT1H&NIy7W&V$avmwN?kQVkU?QY9h|E z#*2w+A}Xy4N)brp4yb+<-;RxwS>|+7U;QHlS~bu^j4p>K9#LUh zi9LjmeQdy->NfkmTUn56H?aFjE{ZVS%5l&|s0z0nplSC|Y3OvN zB`P>_sIo&OGD6<<@nwq2pFTH`@SDn*u?Lczk^y-y`OFzg+Sn?EIM5Fm<=J4 zBZcd1rhsD~jt|mEd2T2?Z)7%MDg!CuV%7}Q#MP|(98~N$#;DMw#b6tnmHBANm~4SO zC_Vh>m8Zf9_x=@g9!VWcFdr?Lq7?2*Fs7g0j7ccdcdR%#6qR6rAmT!5ayAzaEu_++ zppWcRo>GfO7I`I_Mrcu)1CY7Q5LK0U0M`V8YrCHSfhXy2sLAu=0eBhreg| zKjw39hJeZV{$pqYAFj(qf~vn{`E{54X!R~{^IC6JRIx&f`jxq2O0 z!g_)3;sY`>>B^j;ev{Xh-|o-htIr>gax>)_K^vk`zniT*Q3NmI?H8*y`3^(S%##hj zm%pv|JppTcQWFI(HlG`fTE{@nBp@eLvxaaOON ziZ?bHX5t%_>ct-zq!F*$wXX^Cg;^)xKLl|ET-T2Q89YIVv2p5l;NWysGPwHc^OX5D zjonjoxPoRR++HK%Y$ke}M$TKAzWaX<88d7@Wh1bk?7LRx$UijY$J>~lZC;2at=9Lo zxjj>STvRT`y#x{fpug116CnU2GEFb8&0B0RGZ5pZM2@yzZwTu-GnbFnu691d*i{Kz zbLGBC=T}X+Y?~%W*KlQVMp4#v1ly3QFgxs5L2K)1O;i+{TVQrmf*HKv+BQi%>XJX9 zSm_xU#fmw|))Yqb__y^5HmGrqG0P!74i;i-G8sK3jd`Z4b9UyRJf9(8`P<;KCc~9O zAAq`;sSsqdSCIzwhcK-%xkw-$lEW=g;KWHSk&*cRnM#2+Zt@mOv$j_^*FMd|N-WbF zqZB>P=?j}slCINAJi(e8&!A;5=4(g5QMJa@$|Ve5a$@$_%xgB!?*-%UAo$e)1O!bBGcETZt!W zv`yRIB^8FE5^7DUwv_YsJT6I4VSi=F4kUHdYc@r|l;)z4%}6WniU$7Iornw(dPrH{ zjSZGE(Cg5I*r23!4|v`%WtIa;Umoh|%iKxNF8%h!nc3JaX@en8{D8_pgbY7qsd=@_ z{XtK1)z$a6ad1-#G}&I$vC3~?sGe%an8RJJ6&5?Hk2C&Kf?yBz(7Fo*slApA#Z~B{ z^BQ%r3CM1YB-p-E3$23r)np8G*{h;Bnd0X;xe)T(lumY`ij*hn0jSXtzr?xG9xWc_(sqz5Uu1`u^Fi2=Nzak_INy3~WX8OYCUCY^t0G-}O~2mrje>*1kpAk@^fuDPhM-y8 zZkIv;7;8KbjitY!4UwLy!|_n>xtp(p2&-zH!;StvjoA9+HYIV(^qc~gG=FeN&UBz#@!q6zF+3$gf*{mW&hjt=RWA zQ=(V@6U>&j=-@_C2OIn@?kqV&hYf@mxPtr!IkL!>N~WwcR%b zGX>)Lk3^1HuXy|_S}cI91$|gN>en%d@Icn%c&aM6to|J;cH##Rr5cP97}{+8T3Mo>j`^S=P~zee zl-f!t!)7dLF_KOYT?w9oxh7z|o;!J@a3$YzlHw_61ohO~$W?PAAf{;&Bz@U*7Di22 zlc3_&8P`ghR&MvS`;k%pqU_r_Os1gt&}x79;5@0oJ#JY1eFpmUHGA$QJyPZEJ`(6g zcQZK*2+1)e%g)l1bVWad%D61cGh2b*0+Ic;4mtXYOX{t;;G8;Y-=nt3tzkh_KSu{L ze~nl8>X6x7(&{L6neXZ|do}rA^|}AOm06P3KkZPLFLDaA_H@+r2y7HNBCB}HG(U&U zmE8=8*kfkZUtipXhi=w$beI1@ zq+YAV3MbsPF|jTL?U#7A=`HZ)bAXmi4_@v&q%k9mYIDD2)dbp{enisBF`P83?{-et zv5nd#@I4K3?~@V4mp|;1@f(QSY~LGpF5{ZRWzc zQyO8@39IV(YU!Gr(E~MyaJOj!t!;K94g!Vc;Hfs;pKSuwrGh@Uw$|^Boy#u)7bTw? z^mFCw%ZSFRqbF;3Efg=~s4b<+X<(ZK|1qTV&NxZVVCnQl#SaI1#kFx~!17TjJOM6+dWFJ7D*mf43aVVc>xU^EgqF9{reBnhnBFuPxm zI`00m*d2WB=qqoq;#4EVoC0OZ*J|OUSsIP;D-zCC38%o33qsF#k46 z`0GwaHw9vPNRJ@@M^jwkl( zQ{b!MYp?5bZ|P>r@6&T~J4qm?eFg9?3Q}@~!fBId4Cc~-kqK45Y;mFUYNI|e=ICKm z7l>t5JGa_~oB4C3llHBrRpo+5znIO2mSzpA+DX;XblRMs?&@L;nq%@bt?lDQ?a8W> z+~^726K`fh=aC*c^#`~w)uGEm42@M9*2}Xp^WM=EBpl7E3FkH%eC)-nFi4H1-oV!(`~h#18{b+P~`q z*7x&({d6ic;k8OFMgXVv=4guXc`A43I@hm-`fFwSK;Y~4X>@8Z=-_DL{>N^g+tkv= zV+qaL9>Z9i;ZY{sFYF5$>qY%x-*?11|U}TxvAMYfg4$o zI5HBCB-I4go6AdZz72Dp7}*?vf`PqF3LT#{+)X;`ShVh~$u-j$JF~v}o>14ApRUub zJ7Nt%hcP^7pUKnDFD&aejU4ANPOfmi%M+c}N0s#sx{n*Tk9d&xr-$Y{D{fi^6t)}I zF;j}ndX0n7-9=q~pV7cyFCf_7!r13fvAF^yT)v;KGdmxHRLOLBpLb@-&r<}`yEtC) zjUq!+xe0gzej4uf^Phb6w>FObDI-Wi8}~mL&?VQOS^3sS@0(5B-_!isL+u7- z#EU0vbOCG$ho|NgtsrDGo)*wj=F!&8YoW6;NDWORJe+l@1cHTZHiVTUp(>uIhJ|5Y zh!s|a4iFZsHWni|oYIX*nVwfh(;5+mFO1G$RHKOnMj%vp?1i!H@vSq;-5qN3h4R0E z?0&soL#+9iityMQb~T4}J5=02(|MxYqiNr(qdqsU?qikm(}t&L>(7vUF{lwGZ^;} z6u3`T9eP9kz3HbAXj(Om!29c=$`{g{=6V+P;qa;^eWKt~s9gf61flGFqg4F);-UPz zM65dEj=9{7`dy!(G_u&nR7z|Trrg7oCzv6wCOd=8!fNM{oj`9Sw)yZ@^Bz&ByvjDA zjS1OiwQ18PQJ1x%ZY#gr&aK@xh}$k1C9_K#jdW3T!ltQ0ldz^guW_d7=iuv`6n2}A zAGMs{=vqHyo}f9c6YxxHCrVgserSa+G8^?}D;~$Y+fIb z3F5xO;c_%PnTut%m6_Rn|D+ty*!(sK)+K^-af*20X}0c{_j;CQ>n`3~{;juTb3gTL zfzW00Hs!#b*?JYT%?{%&X6FGsckMdDzyMek`d(`6`fhdaOOK`w2^XSE#=fCgB?WUi zy}ww}hrZB*ZPUKT{_pD2rX8X#n?>E$fAd^gb8MVRwoerJOpg{+rdN^K=6%-eHo6a) zJG-y-%i3Z*LA$)#gNi>pXK#y7mcwb&V4&Yr{Q0sfBGNJ+21t)@B{<@|FJY@a+gzI@ zeb!3)trT{h+xT@XwWxReyzTpgVJ<|lmzpN&+Y+#OX!UTvw*Lk0YZs2dK(aEjLCw7g zyWKg*A-k=N23f>44L(5v1v9(dm|6nQ_i`YwjaRTM?@Q2y_wj_z@AdcYDv`jP;0wEB z%b2mN0RU~cmIKulVj-qqBbTeD!|T$K9o5biXa9RR+nMZ8g-Td}Q2qm86Y zyKNEoSTF9iTEJ&x>%B?BZ+EM@37s&pkE&HtjcM%ClBQi{PDv2)%k=qN=82*eF0p`R zM&T({{c4Ad<@pF2V|xbpGLCNbqeiq%pwawkXmilZZ^}UZSsrzLUm#=q!$JJZw3W7Q zojj{&|L(@XE@CGq(-izmdk2^o6~=wNfbVh!|H(WKfFtkKKSypiqe|ZmYDe0&J_ngF zrw>eTJH$r(@Bl*)#PIaVA|`apEte}+tT2at)*&(p{=L|6GpUuxo|D}ieh7SGXE~1x zmj?$gEBiQtFHoy4?DwWo$9C#wx^y^X^1T)iSbp!|I&7f@i9KTC{Q;enF#Am1C z6l7mJkXvv$fx4PlQ3{prYxf&%-7Nmj9m4J*gf-~FQjA8A_!{snjo?-3$ou!?uVtr9 z>O=Z`9O?d+5j-l)tB;Sun35+NHEYO8*h2usMDbE)3?yK)NwF^GK$GbH4N_-9!Py8^ zK_sS3ayi3Gfr1sMg(#JQC0(mcxNn$+=jD>Ga=u#eCy@+rz@*D{~% z%H)+ELz7WYgC+Ov8mJlVDf>4EzQ2l__kGtM94Gn!E*=f>f?vp*JkpnLNWX+I*wIxn z?Pv{1J~4Q>qau9w58b-^-@3_03CMPNZ0kHEZ)l~Re&_{g*snQJSu>5D;@X(Ea z$i-?f|9qBFw}*kh)+u63eYhH&?|33&Ab7NtmsH?p6e4Z!OThNCv6sc4t`O^SWK!WlGEngR<%Us(>rdSKF9grxIMURh8 z*t#$?XLh|w7u$&@!J6g#L&&N5sm|^(XfnBPa8-{cv%Ea$dunt!XkAHkh{- zgh|}_=bYZH?vN2@{`Eor00ipCtN(h(MV($2f|`SyRKg#;uCZpOHSs3XH(UYUN!y+$ z?RqM9mEZx(C$YSCAg0~l6S1iAnqz9zqS5deVKB4)6*^BDSG{Red3|NS#fX(il!JvA zB(zaGvCRK?HTiZCHl*zQm4th0{PY#IKm>YE%8db;? z5JSlQ9C?Z^Cp#(?#Vy`*ZZ1lR;V^WYI-}v(iqh1$efE#ib z%UZ3Fn5fUvVrKxj!<%R6rd%ugIFS+1vk2xtPb8>rs@_g9<7S~0V;R;|DDXcB=OUs9y_wP6NX!+~m9sRT;aJUpcB=4}`(74;D{p$jUqS!Tr}g}ag9f>CYjmy1t^ znO|#)Zd>L2bDwF+%{BSjUP?RyerQA73`**!i9kB)q(}!wu`F^drou7g-Si=qKWNWk z)b^b;Q4a!-#)W?%MYhYT-H)Bpbp*1I=+5&H3~)qVzN)PWd%E^m)X}Pek25bF+Av;Q zeQ2$A5ER$zloT{NQxF0`qkPyHCAaJ*JKhQ|rdxu4V?jn<-;AF=uhk6flwZ z%!5v-;#bLKWfCH=8FO2p&P5k8jZhzN#P(%MKJQ z9?uHRfzj!0uxfOtbLWo3d9E{s5`T3mltrjt9dr4Wr6RR4N@qlNgvKqjX{_ zTw{Lxs!dWFEKf*j9w=VR-p9k>?DLRcn&lGtL12Q66h&YSOKeruoj&{C#fs-Kz%vSy zrfo8QN~$4Ts{Yqx-g82QQByFZw$G9MUMm5wnxd%mho#IxNa4kuy4dNT8)Sm>Rt@iy|^P|&>;78#a=sp2RS)uU;LQ!1`-%Y%L@6DqMux|Lrx zm-G1b<8@-b-eB8X@>q&qC>btJJePqoHDo!{vSx3#568irdM_E*`8y50dkmlJ3i&R% zsupC+q$LbbECZ+?-ikw#93Uh*j9Zped+@T_9?zZWxE=?Pmg0WE6FXoTF86{85g%5ApqjM@OM<0O0(+%A)o%4 zpCfWI{u&K4^@AWU7{de?tvNIbc#SS2y%3oE?p?ISt=;8SYB-g7RXnK=Udoc| z&6hWCFetxZP)<9N&yp?}CUc~V5m=w=6}e0e^KmvjRw!iFc|Sa+A_td94LixaG*Y8x zr^t>n_bU!8XT7;y|7BVpFVo~ja7L)EV!}a(oNH!iT#aKkE2py7-HyA9aa0H$SRq!t zj9}v_1X#WAto4ub4%mWQ897s*Bb5}5Ulz6rtA=NFa*eCfOpBPTHR;4m$dQx@TEK#{ zl~NckbdRTNvvW2^we;U3SU5)Sl2d3`c)qzckCA{PXuQCz%ZdC(snmihY>mocTJusu zZ=q7dF#XG%(o9-2t_)+g9p~TZy!L*kAK*tOU~x z!^m+A5J3S`#dZ;CabU_&!UrHnV~Sk_u#cY}E*d4MV_{)tewTa|Z2HtM|I9*MuegC> zA5O3R*Cn!<%Z)JTANtbn40wD~hMInZPCd|%=k+=f>Oj$bnIrfD-v-^G*b649+lT1W zFbcjT=RFKhF_FnpS+VS$Jb*Pbe)0*rZ|&LOj&ln+=JPt%I99*TOhX@4ZD>1F{(}yIYv@7%bZZ;`vT+kLd_6&;GxvDIV+EIVwsKArr^I`rcEJunTCraYAG0~|+H@zpRlIY&Q&)CW z++$^LW;YBHVfJi|-L~NlCdMZX)bvh^FS8B|sr$^Dx~U0V!B&6Kwg(!Yr-8h9@>BdD zroK7Iv!3~PY}?+kZSL5%ZQHhO+qP|E$HsST@BZd_??1QdR8rkJrz@w^=_Hj;b<0H= zwkNSSUDxeL&_JF|LBHBW>P%&kjQ(f)+GG z5KDu#Oy|7lOGm?Hh@MKNzwZ*IIu9oRMm^u{F?W{fK?%^|JdNU`I_G?3y%> zCT7A@l*-Y5Wr{tEFHaPYOL|?VFy|f~i3jraJbj6olTHh%>Nhb;h{1C_3AR?6|I|gd z=9zpePqwm6=P@60=Z)fYf95Ohf1A7lT{c$Z)(~#c_HkTsb*FD6U#S7d{dp<3?@bs?bipHce znZ*xRw!Ty^4hUxXyr&ucLETmQGZ(Wp*VJ;^4!R1ZkW;$z{2qcWl|ki=Cu2)eqmQUU zRxsOYaroK8{no+Sp!1KprM@iKo&1v;X3SXgdO}X5aJkIfs#S$YjEQE4dOSKlHy-cQ zW421_zf5uy&NX9Lc(S2I6HF=dXXuUYCfKH7^fC`IW zna;{F&Y(>E{2&PkK1t1bWO}Y5GBNMVA_CT%@ORyki7qOM+^y3PJ~ms#Vl$dvVoOL2 z_ecx)^C>9!_`{~?&6eJT)A=JMXo{|CJ?QHO((&|QG-gLDZQ`Y)-`?<5TU%vQ;r8{K zVcacx@-NMsa#(KH9FxWKS>8I*J$wXHaECt1P;TeK7#Ra#UO&pW^!+If?*x%1NW9Jy* zbgt-QdNXc**NpAbC^IAOj2%^Z;x-uau*VHWMnzi+)h5OatWw(epR;C>^DNR@AuJen zCx-|;7>fRPhA^sYF-X->ybDw<@S>Nk;EE89jC9YU0TuiX_HgOIbJA`^a=!Tj~>&YPX zsw)AxU2G?y1f3*8TXG4uSzO||g0+`XL@(7l6}et)N3~a-u{U-kI!7@)0t-^9SC!I} zMyh%)0l7TRXfWeRZ7`;0McQ+TXNieIhZ|Op6S)-JcNZdMT)KRr@ltr~jrJL?%51UOA={Ybi01xY`W|bG6Ji#oa#lWyx0t)5&l*yplRGqihN@mlYc7(u-vg z_*JX$-`x%eQ7$v3ftQh)t2*Q>odz)!5#09R`fXyCNYd>CLOfrNooAqS_aqa|+K@1e zYt1t+hJ4}lR$eeY64%hg_HY!vocH6-^6^3-DuiV1Pgo`A&iUYBXuZ@4yt5#|=paiD zTg0LQN|8lnD58+dC8n%VB2oO+YD<485pJquvK=KB&39CC<%1wv#j%kGMc)Gcr7F81 z75#k4Y&!-lS|6WS^9aCGdMb@q7r``j@lTCR!c=mRH)#@fiIAV(P|B@A(tXEDp@}+L zsRtGn6Y#Yt>At2SkRku zAh;mib7?J5OhM+K%`}usqoxn=JziRV1!r{6VCgJtGmG(sg_M+zUmbYLZa8ftx|n$yAcm7s)mLHS|1}0 zZ)TLD^(|7J8)Uv<#<1_2zrx|OCD#DV=FjsXqionH`cj&Iuz>kMSkUnOErL>{QZcT8wA5ItwS_sHzBn>%U>xC{J^-AD7h?Pz zfYRh*Rl9!8wKzvu%M5+@Wik4o_nSp(WQl9gk9sWJVyij;lIavg+Ixr#)G6Q~GgfH) z-t>w2xSnMyAgP0*B^(FwKzA|kzac^Kq2W7>_s(?iq$vMPGr|I{5^9Rsjk}(XL8SNI zhlAWv|87gyjDw0RTxl%AA(hDxXfn{rSr`BmU4(FNJcPjHQm8OFuO)|98>*Qtw0y^~ zGV-)d868ADP1s-haV|1z3L8dxH___{CYyaU{Jk@eLPg2;HPE2PhBqw5u09a{TnKKN zQ_c82n2)J>Xi)H*w9B!OH0M z5C}2l(y9oMsY2(@`zoN2q05qG(_(0Hi1e|UwpRNE4&0LFzvHMtOH7GWLCYb*4v0*+ z`CA7}vLbdRg~$v9xmaoaMOBJs@N)U+Jn9|Eq3F!Zob%K}cfSXOfaJnNGP$@v7%b9z zb@=|Xe@bvK;Y(FX@q#z*jrgHn$MTRx=g_&Dm$-e0$AF+@vfvMA1E6*o{tlbbiyhxp zdvUbmh<#R(T)E0WJPtX;#-=fEArNW@Y{Ss54f)SmbEr`nTo=a&7FeBFF2_c7Z(A`A zjdzY>2ev!%6gVrak<#0ZT5xY+4kN8q;5yyS~^8!KOXBK(S`v(gt~8a8t?;UGU_zY*>7F;-I0b538$~ceU5xP9q|3EvX-AVopPn`Y2lwF^2 zMiP98r;({Ro1cbvTTLnDtFIa|b)+OI*6A(coOF?FI`(P5CGQ~ts4ox3jJ zYXfmv24Qqq^6W+Uu#&aLB6CR&O-vBc9Y>(MiDGI4WqJ?;)~e}%=y)w5Q4#}P-7b(y ztY8H{r=sZsuoz-w>>hrovCCq>;-Bh8=Gdz6aE9kDWYgxb3W-%TL5>s?0>R%LWEF!2 zwo%5utqcznnosv4IReFmO;$K8VI{xhR}B3X2l)nsozog%Edu!DMX-ZZS*BpEK*sdV zQ-E7lvlo)6r{Gc$O;!2#d!&#MRR-}VoDyCq0=&?C(sLGAi-JDlTNzmRJFWs*6guiZ zY#Aiupyn>1i`7#h3JwbLh*-1_0U=@cX+0MqNgTNfaZbX}qNL(;1`8>lAx1gyRHPv^ zN+rMTVZFHjR?vs_jOfaoN!j4B!D}dd_9nET@nqH!s5|AJg308b%um<4OK6NK7Lx4s zuQ2GS-AoI|emB)oXVa&>eRWGJ-c>pEFCs`@O0?hVS5rgPKiLUqHk-4^2vzNj2$r{q zxXislMvK|ZS(jRqj>mf!IIuw%-IfmjLixW$^x^cjogOn!7}dZTT3~8Hchj}@yWyoM1)K!y}z9R-H#{!**}L65z>Xq6BTTRg_IdL5oh5>8GsSq*A;_OHq?%f|fH;MCU6nkw_FpZzdAONcCc7n{b@! z5Pt*K{e;!J``VJb*LZ&A@`(z#<=+_H3E=-C78v4(+x&6_uRUkoO4CNaL zL%kP)MC+{Y8_YsNDq&&BVgOH;tI&S!5=4bK3Sq*pZ2i|JX`oUSwOUxMDwcTi>I;|M4vYA>|Y%s2qvQk4ivM{SX~VcrGft0WH` z@)XOj3&!7!^DZi93G5O?Ddtj3h7k&R7f9SC@L^D=nJ*Wzd@(VZ#mRNe9 zV93z9BI@uX>oD4Vr3(>p236&x|0ZyV0hTUK0Md-|lL)wlN5T*FVUGk;EH3+Z`7bWm z@cEK|umYB@$YU1oZ^jtp07wA@D!9iJgsp>VQpktk)3?(dW z2NDe|#BdzQ(6S=4lqwLez(iPbj#m{h5PKy8&DEmQ@i`MMI2(mKwI(n(`t!0&AI351 zq&r&@gDrqt?+K(|Pppo9a;3M=7ZBCG3u{1%TfQcO4J$4Ak`*?nsF-KF5lS-Bj_TR8 z^@6f~cdq22F2Ot)D0Z55=Hh~nhm}7bE&M)vK&RI=WbD`T!g@r9VU>*%kdIV|K6eyl zGiDx4(1CW6k`TNguGA+8JARAf-1W^6-xJn3w4|T#6wgXz5;ZZ9_2CvkXx`zvNJsU< zo?%euM^{2SKT383g9axpp8BN11%n_h#TODDoZ!q&EFWEU6ta_E zYEpe>L)(BCM2PH1a7HRss)5#mc)V==2>}A*kX5p0C&yZ^LVs;K4YASq@dYq%;0nb_u_X-syJUstOK&*s0tT|;+Xv# zV2dKnOUoWye5BNYZrnSG=m$4k;%2zs~jtbbT^`OAHXX7Q-h+j4N&z;CC1 zJ{A}WoXyx>{5Dmcgdl7+@5f>y2EV#$^Q0|(@cJmb_gZyO?{+u%q`b)?y!T#9K(UH$ zcx>cRMX}N&!WA7y%i}@J61L=&Eu=#1S8fXFkmrk}-g%!x*7&{TWUUyZA2&i?AXV8o`CvJ{Q<=(971Pm_TA0n*3B zk4GLAB+wX%^W>4jfX@<-GJs&NiM2*GoF1Ly7{50-> zLiK8qn&~8?J>hK5fd8Yi=IEFnPMoPwO@`nwS^kr62Oyu6g(`Ke3|*a?^ouU9<_m!i z8v)7KcZ}6+IXX2=GEtGo=>l@&w~X6cN4(#*LyYX&(HdHGj|9q@&SX+!fOR6&WWtoh zfN3sfz4R-iY_>Cwv>u%O9G@sOo0TlLw(lL6P4|p$_(sxTY&<@N1+0F-Shi`6cJ9_M zhP>)82)ax1(Oijh=(s)EC|H=v4?tHl{42EE4Y#uj4!4qM&e~mC&)sBWaqV$W7U9rM zVi5UTmAqXRp%Sy(RAYJVaZ}d*;7uYhM6Q!vpEbC^%KNjfldkK`G2}APFyeEivDqYg z-^%;D?o{Ks<|JYnFgPI~D^7E&v0*ElNiRzKdE5ZhD!{PY7Z9%qL(gbx-GkO|p*RS! z5)kCpEv6%N4=Xyyj4)4zj-1mQWGKqNeo>HELI&vEpL~+Rw^slbt$os^2o76n_X}Ez ztU$xEw?L&g0UHAv?uGvDvDygWle{*ig7)W|s)+%9`O;Z<2M3@D8*6CBKQ5F8ot3tT ztu9S=6*y82TF?9U9yCzcEte`{RqofnrmcgwcCGNs>TOY_gH$g`0H9!Qya_h$^(Yv1 zoRG-Jc>tZ80O*qag8i4{z_Z;oXt;IqkV@v#Auy-)N48564c$_YRu$z3(*>1ICBs4W zq?PHQ>=-9&#yTgupS?OZYhlyATexJGGy1l4?QCSC5OZl3j^{h?HLsS6Gl(;8eUNru zYalbTW0{KbI759WD|p+ob1$ORAfGX>cjypUn0DC*_cd>dtEf^5?9J_=C%Or29!c z>(n_Nx^hV;J&hFAOA-}B3C=BhhTd4K)-6Jh$-*N~@Z#I-^P*sM6ZM>PTy`wPM5S|y zxuj`Nm68Y`eq=m_AurWK#_%L)G(T6o)&0WOR+m%Y_e@~iI1q||O+{lVkQk?l(# zAUr)As#|!p56MxmMVi$kNOKVkC{i?-bFuW*1@^&&zdNp^{puN3qJIwTL?@pBTrt*` zRyY9kw>;%~>g*C%*SEq{%&BFeNUQV@Tn5NnCFW3JI#;@*Rm`glGWcW3bi4%;@lJ(@ z(76f#6G;I2*txlQQs^`9Ja1P{#W*k67MMp)aVZ}nUC$v@s&^(m{Jh7>zqh=Be11CR zGF5D<2TwyUPRHXOt{wyw>U1a2SMQfke9pZ^UlIiCBV(Sf9(tINo&d0y9Jz$Pay@nR zdmRe)x$1G_)~sSNyDo9%*0J+pOJ28Ui77VU!BAK>V;;4hf2dgW*U%qcRTHFt0B$8C zg%}-fYqo|#L%#%<`$+RmsQ$~Db=}$>?_g3YNX;6SB)Z-;?zZJ8p8Pw9If3eVCifU)HWI`ED@aNWm$#}3{~3qfa|Pc z#MGLGze2si;dR}IS*nf4q-o5&fgN;S0et>C6j*v(#^`AR3F#8QW8ZeBa&fY#D;mBG zUGSev2=!e84M40$=GE-_5~73n{C(g`N)D(aqyH*g#n(9=WJjZ9;2X@NnAPZfvpOz{ zN9`=K315u8uzZ#q+z+2e@uQSm#dHV+^sF6`KqQ(hS&Nn;vVNFPZLdEbg?vIySo8h7 zT?%P4bTkAhD@>R#*TJm!<>W}b^=6rke)XOOZ>#py!%|m(*{?HFsOG2Lq)$(Bkmfql zY3DUq`&?Y(b8p1gMG!C1#noyU?jqufcy)9PWmP&Fyy_|{_rql~tnb>Eg1o7k9xRda z5G%28QffH+dSoh6VB@-SM9mpVqCU`!yXZNtz($CD%FTdiAJ*gif|)bwrk6_Ub-_~V zIO{HBn{2*6cO*pctKp~!eWtV{`EewF?dMW;`TQg(BFhT@7)BH7|8g%_Iy}JX zG869&u!!N0p^AyezXvn5yZ64X5*h4=@_&y)91LklJ>-~)2xmUtYv+q!}y8y?xe z_oV{Ks!k}eZ=5*1;k=w;=c%p?>J}8!berTVw*VD6?&1=hV>h|Y8(2;A!9*-`I-;vT zC-(8C85`8*AIjYCppe$wHyiQ>^SWgf+t}~2s54>-a-lIm-KfYR+)pYc#~Uq7MMXNe z`PifdE4`Tjfp2zf47N)HdtDxzy)%*c+SAbnw{?7uijK4%xvt!`8%Gv1%TYX(Q|@(0 z_aZr}5?!Nh)?wy@y4j`XcdNh${v%~_pC3Le{NCfobIg{Kl(H1&ov(m-N%3FR5@XdC zdeVV*@SpJ-1wi@lJZE45rhjw$i9uFDTC6)yiaHCb>41+uJL){K4>;6g)c4*|+kjzL zKM7WLAVfv4bUf4)U8rx;k6H(J!|;enF~q6W#ZZ(x0k^2I6;D>O&R*i{oZZKeCG|m} zs~b9kGpC~?GHweS;wb4G8c!#b2nc33!LQGCHd}%W*MgM^bq+%6OwOOYqpt@z{-RB9 zM_|;M6p)>%?f7>}jBfy_f~b)?(G_JgP;SncY#NH?&V4ed?0|}yKJIv_9U^I1tQ(zo z>hp=Ad}-`=@r?77H_t!AoMwEYjCr|JXPTE8ey)85adm)ZRVC!2b6rDsMLmuj-H-m`!NbdJ9Ea99><9IKLKZK3Z4ubW z!n+~F6PNFrnCyXJoTA;^#If!Bm#wLCAQ_*`6~`-|racfLM<6)h3+}0+u0`JuzxcN< z>&DV^M{s}Qej1q!=MDk%M~1^5uI{^kv?D^}s;7{^W&Jvb(H=Wd4Tqp(7|)!i&{dP6 zy%to0pe?hN_5zr_VE{C5&0w*cQG3oc+ztH5{N11%&Npqx#G9_-F=SqV=-5)6?gDuT z`<%C71wmTaRS-rSug3<92F7-Nnq+4>t5RbAEPVP7Wy*g&r%bdq~pp4HnF3=jweVrj_JQxD_?<+27fq^yqHj zUF4fwJm+uVPu^5|-DHJ+vvuG3FzFN9xt%91g3jg}oM!JAn=CZtPgDxyChF%Wxvg=H zUd`t3WaUfGf}Kc%4{aW%IS-ZN$8cP(?WWE+!ahgcd^;3{UolZpjSN`kJA;~ZoXd_I zj%8HbhnB7zP1N=fX7n!*UOQQOwFfS*d>%fjw+Y#HJci-y3x&hQeQh8?uvEAUb7NMb zZ5i53J?`1+`Ex2_5apyV)}(wGK%1X(HQuz0sO~L96KCQ=10!P%o)8ybW6DuOCe&QU(Pylu%ub7UPd9`36Pml%*Bb=6mlyIz9yMnmAzu` zUTLh9b#2`Fziu9HbIOKR6?EdC-rU`aRPSEf;Or=Q{(WBy`nG4`H)Qp~fYh@SkKnX5 zK#;C=gu1qE?Cp#a&qP1++#Mu2({x$NzJ{dnyB%TYu}_w5_1Sz6h$;B(rLQ6uS%SZ( z7P#-G>DF7^)W>t&u(wEMAIe@3k-Et3 zVl81H^!P+Mb8%v`2naJtnp@z#q^Vm*T6XLt#n5;pShE?{dTEe@&VFhYvL()Oqt47~ zk%LT5{e=Dl!;5%{USFxTR$_7KTW%+9m4BQgCK+1n8kgxP`QDb#a~GiY0_gxzLN>R^ z4f^aYpnf;n!0xrP{<<|pF>0%`%LcdOF}5%kS}!fGjkM{r747Pe(Z_&Km!+P+^y(WJ ztIj#7x!{GyPpGIDWdf)e;vmkcRT7l=a5D;1qsqafwoq*FzXBH3Mn#kRxYAHm_R4zdQu&~UFYn)!G{Tbn>qR}@Tx7k!Y?7JN=i_u{ z7e71OfR&|yi=VzOT|_VV$)KPo4yb5ILOz|; z&^QLaz3h(m1=y`Dn5+OJGAnZlL7USvs698$tJK10X@c?Li{LGC%7Kz3;2``u@J%Vl zW07*f5;V8+J{~Ud#)Bmb6t|xN+~(rQ@=8R=L;MVZTV~eljT%btVh9wX=k0x;R@bA) zh50gLu%x2W)}ZNm{T{FDHUb|j0cA>Jqtwbe=O`IB1AnN-7I)iRKIf0!k;*;o#c`kC zd+~Qm&^~S#w7x^CPP_ojq;q8dUzw) z_-Ld~+Nyu(m}0+j?=3?(>ZownSPf_0YdGh3C7!_YUlwpHA{YB@Ct-N8Bk~WLZO4nR z+BmiL_=HZpVGYkJTnI>BLqIG$AJud;NX_2k(82qZ-*=g}ZzlDfR~7ObFm(PbH5PFsoGOM}S}V@*e8jOACA^;B;Fag?@*(i2 z%Q6l-YH+?FV7&@F+?4Vse_h7s5eC@^OEm4iI+uQ@zytfK2)Y;Y^a@tUiYo|o;0l?> zwB8ujlGps*7y^|4R$+W*o44Ky;!wI?Q=z!sb@LDkakqAm_qNX2|85N3{T=&(CgAP> zY{$KTz56Glb>d(pVrc2Ozun=Uv64ayEv=06b~Mz@5t>^ID=lu%8v-}{`N@ufZg3ZJ zEDk1YvOC@@i0Rh7X5aQS+?Yc4k5I*y`o1uW5Nw_qX(WS;6cpRTgNxxT-j^XTnl*N>e!tXN5QFfWbq2`e2>_9JYLm?ycN{wVn?6y9g2$tg6Bypy25nL@lohH zanJBVCM`-(=KRgjCGzg#z1fr>k;i<+Q7VF3fu7X_xO^Le+C3B~3#$U;=-^s*)Odq_ z1gVskdQx)jMaqmaKT|QIu0mt7K)2-V8uY(aNNnvD9k4xryYQ2v%lvnmoXY11bBw90 z<^!Dd$NBlsYFb_?bVL=q!RGo;3Ps;iqgwWwgN;F)Fy8R!Y`LPVzx&BI;64r*Z;Lk5 zQVD;F@Vp5bQBqzpYVO8JGyL{rzErshRf6h-{`Dp|SmHchM`CtC4EGRY?gnwaj=+Ao zJMuD@#|GEV@!}cytY;w8uEahG8bP#CTQgLc~Gtb+G%gyYcZ!_U2 zZ+Bf2UmkGtSW-d|fDQZIt*$A|JRaST=pdgiP92di3pnTVIlEnO&5Ykai}Pov3qa6w z8i?F`d{I@a-imJe|4XIAwyT@GJ)8G=_|vsCCQs`5iHfd%=u|BeN1&~cdKVRytBm$B zyc1*v2n8Sb?umeR5Ueo%!AbZ#KvaUKFU#n+Ft&?c0IkQk!nQ=FDGX1u8(1tSQodo* z+0$j0taH4MfjZUtToc&Dst-k?jaH5=%bqC@$GPWJ(Mcqd4m3qX2OV22J#c~jmaog`?4(sO2`!BWF^J)-D^WVEVzsXHo zxxY`J>wEXZ87g{r0oS)kvxLs$5Z?~aZ@7{+w7M*T7MxmODq=pA`SITFfoKiTj7-A34{mj znk6#set-hIH)poEJ3%ouVMSiyQTfnD0| z^zs46m|2<&iKwVw@gx5qFBP*+ndseQQb0~|<@2#;eMvc42g;`MQl^(wS|4zS`tfxM zTrCOiaDI#M*(?%uGA8VEz*Esw534)aeWqdjd==bvO*bcOsIQ7h*WF_4eeD5LxUW`q zw%2p1r)H{2y<5ZU2m7q@Wh4(TWWms&j@#Q~u|a4H!a%lRv{ z5rp_)>CZ@eLEpsi@V?6-+=mC!`cF!?4^~HpRnYwRjYq0aG`TB5x^{CG>dKalNCU$}T@ z!x&s4_);H-^>ssIy>UKKtuWBw-txD2DiJxz4pmP4RC_Pu5-mp-0J({07I|=BYdo}_ zU5ie_XvbEQiB7uE);M9SnEY8iICov>ojBI@{sxW5Lbl!LIc^LTbzVG525aEN34$ z5Z*rL?MgoP4tH>lDz7iB;_-e#o&ji*Z8ZQVMtUD~kH=6TzQUS73J~YTA6+o88ru?U zj|&F_$gl-zDIgizRLyQ3;T{sA7q@3v5V4_}=*8awGImL~#uyH>0?v6r=a=jRoN}nv zn6wKz)S>9}L7+ObON{#a0Z>?w3eAzAAhEYcJR2JVV(lHlLfC?^7?|k^TO3`~8HIp* z-k8WoN30v&$Jipg+j1U3iEBbkU<6z~x*u@D5kRoH@;k%!JgA8XPgYkHf%%a1Nc!A_ zyK5j2AIr%>#_d?YAeRmk82MK4xD&c?82Gt9oe>^{#K+h%3!TAFRPceh0~i%a{FW`< zWrV0CU`y5=gb~rhA3qQ@tv-t=YbVk(VB-eCa26!d#4Th1n2AwC(6=-L5=0v-7sv+4 zDLe2Oqn$D4&=%7S#NZi1yFfJ#Xg@HEpL@z=gFN|*v~ zA@t}yF+LJHfr*kTeEaUkAp_Q9UpEpT!Df&XOx*=mfkq7Gr^DJIsiFtakZlGH2P>^l z0me1jyb{!j*i21h(rJyX89+FTlp31Mj-tBMJTS_-kVl+QI*wWWt{^5Qw(k_;2}P@xu8t;qUh-c#Pa> z(*Z1&*e5%txi(Z=A?CqU2B?{!|3r*IASj>L7_CY z_zOj}1TKjsk^oN{+TQ``e#!5zst@+P}X;3`!<4%zeRq=iUapK%CL41f@>hjrKLaDiwLTw?Cob<`Y=Y zJKTUeM?`SI474d(s^1VG;r>%F%8}8{RJuZ17@_H`6}h7vxUe?kjbLU5P?y*gk%3_x zyWM2ra3CF4954s0@Dqt)JK^WK8dw7^-8jOlAG{cijCxKi(D)+*4{)@)Wp5l1)`%S$ z&6_0*k4X^asi4+lfHX6+;{E`_d9=Z)u!^TwNHow@;j!iQA@T25#)@?QdEUES7TrB0 zOB>CX`dXHpF@rG7zpy?xw*Eoi9x-l8M8k2?PrJT*mQVL2N3dUFVpt|bEyJB>tru2O zx22$@Wcz?;kS~z_#Kl2B-rtw38^wQ;|MVyGEuHGFiU@TpmWu$BBCL!vyOH*{Z#o&% zr+hUf-$VP676*TOM6A)sW1hr*(Sx%>o?wM14ZekC5o2GTP`!clH&@{P*TE-x zFGJD}DyvFe6Q966cjJV>g*ZH>^5sfp-~N3~-A%lmMSF8nAn{VV5@ ziQ=QDv0{10L!5_%(oZTGEI3&=BU#`yCck}WLTar0xil}hGO4rAS|ipkshdK#cPGV? zW0$RF3ivw0gZ!EIRxc|#;1sR|lWOxv?P9n~IR}pMw*t$$XCVRFQWLoDCDBMB8(}Qr$Ny%OJm-)*PA+;P8#9yKM?Siwm-9m02RXP$ zeaxeK6j4%tn0l?(Do=h80r}XM7)*V?;CmQr0NN3pOF3{3@n8bCk=Y{S?N@>Ae1#V- z0Xn5zOh*JLe!C;aam0JfT)Q`OGSEl}esl62<&eDgMp=*0cF^$lL#s5upziMpNd4HS zm!xL)l+M29TK?_28}#Yk2{mj28T-l5=|!;H$)@jc#b$JK>YXh$WiU#w`6~Sj9j_ry(oI@4@=yq#Cz^! zZ)dz8;x+<_HXa@OAZvF`u1bLSkUtl#4u~=CWhAq{*VgmUT)2P4-wnt+%N*Xs`}OgR zUk&tuGwr^ZbnyV)pCj+b8#&74$L`kW{{)t`cQ;RZ891ty?AbF+I+LAo);KBxyEtT) zYy-;Mu-dBjfBs(MiFN6=mS#>Or`U)ew@BuuZszVCgeNeez>%|e2}G@2#^pU73rzl4 zc=&8gz&J=b(4V#7i26_u46T#9D(Swb2P(J9;dBF~+DCKc*j==e(e`dKz2jc4F_0SW zkD^790_gjSXRm~p$=!lYEI=kg{6@mIgo)^Jr%~Z5Yn_FDlN1vUAvB^T7Kl`*N=wN9 zjmn3x6YH+1+-hRl;i)WWQjv{WuxeR1NMjGwKgFnC3AZcAoE!B3;UQ#&<}!Pglucg`!V%Soy3%8kG4HrJppT zB9F&mN+GdlusP*~4!jgR&pB^D&->G2tAbH;@7BwEB>T8L{TZK;SU5zQ6TR}pnoLeg z&SIwg^fZ2;K?L6^=(y`~{fGp)$_Yq&@XoGtG8j6Ww0#CalC8hXr2jhGFpxO~(jL*3kwJ=HFqVcjEIPHrt-^Qk!9#4`at3wb-eouynZl!rcA{d1p0 zA$hUrR`q4`jlHxqy{J_Q%I2;bndTHzARh))tR(ibGHKcC82rDLJzbt`BKQa2iJi@; zp|S1t%|f3=8|z{Z=-P;b6oz-q85sF==78cAape-O9j?>Yr@Lu8Smj1MfbD#U3kim2 zWh#TGD&v>uZ1lZfqwd){=1EcDqdOYhZQAl$1i?$Or7o}hs_vcTi8Ss2@pCbuLMB1i zt)n*%!JmW`;vg{yM&jHEQ9fyFU!w9*hzh`&Zs&~3hJ8kRwLjnQ9A2zX%fhzoE^TE% zdblk|r>I1K8+yK4Co70V;R~sD;1q2u;L{D>ncFG?2pW{U1T`?e@CqOFRz&>r;4ZMi z6SrbT`Dp1UQB6&`TmdM$ZCsm`qZ8tiH_h(7TtQJ7Esg|oNkCrYodVk$U*X8-!XnAv z)o0Cj4pz`w2}AY+JP%KW1+Z70Z2mrhZhhz&7+gr<<-hb$$RuCXrhE=0`9TNs)@cQZ z!1n5UAX+K29&=_Yj6K?N^`pZ!}Hd)X(rRN?yf1R@Z|75HLS-K=iYuveU&}K#M~^tGfof`fK3|R1)7co;fl| ztm5~-vI?axpB&2E{f`~4La8D|kx@y08?e`plV^up+upUw3vp++MApI%P}v%2f=&Ki z0(*VKz~KUO+1h*6%4$S(v|YjOAHc)nc-iphyB*fTSZ3ohSO*@?J z+<^&mpS~cY4X0;NAIr(&Jy>>1w-dZh5HG@9rFxRT@a-OJc9421`cKeUPZh@w(ud_> z+{EfE_WfC@rj7c)k0NaGWhoymP`KMQ6^wmD8idB~5M362I{yoZl>%1{6xMQ(h0koC z5|9NOcT<@Nq()ANeowfaf~hz51rsW4dlCFDOn#}zsZ!hp=L#$Pg9}|TgPg|qWg-K^dH0YU9}r>ER7C2*m0uH=DXq;fL9r{&397`m5U-uWh@tx|EZJgu9k?9Wqy#>hKz%j|lxJ z1^6+2SefopQ6&O741-KE*(4M*)f*%-a_=B}r&jB7bv=-m^1g?aI$2oZ5GWr@tL+}v zfBC)bJBg+3i(t2-{qn%XfKMZsu=1^7w*4DR58m_MFL){vQ86`$_XfGOo2Tx_@djTF z8HitsWTN~z{r3$KG8_}xAaYda&3uW|`#MPiH9cGA1OQnAxrq{gQYRl;3F%22-9 z(cPF^r|)0vJDbOcE$pb{PYvvfueM8`9B8wsdZB;coBVGNEY|p?ix&ES>n4aq6uA%F z#@?Fpexc1`Uh02d1hMy7Rb0Ng@`1Ov|BLMtAYX1p2cys9zHl2*oXzeb^KE@NvRi;q z2Y>l3ns(S%MNw}fj1p1z>mmqGnC#mQ>O!No#8jr!&C8Vu{Q8+ER9V#|Ao4~5-nbPb zvyN_&S&BOAN-&VqCLK9BeSD{2^tk$sQTn*7Xyo`r`Rl^CwTXU$IHV75v>Wc(q&g3R zz79-YgaE5ye5YFP+j6{&_ZEUKN{`M&vMnL?Q~i8ZI878blU>ms$_c6v``0NfPU+V| zV3+^<=fXGcYw|J$RE3?DrN93*DuL8zO$UJ0vWH^1a`)3nyRL(BTsP?r@dlhLq+&4( zopBsm<@vkX?}8p-Rbl=9QZ`&-YCI%Fw9MN2MUHUOYEyfy@2_w6m>8rPw!}B;L>24x znI{(Cz0nQ_ek~(K9(-lwzkR&~5hy-VUNO&^(Iu3juTS17Qj3cn&cwshdUxxXNgY}? zGJ4UMdBV*pE7>_t&E>;O|76%l0StfC|$Ypncwdesl3sy^}>f$q?|aY zYq&EEYwO@?e={K-v{t5Id19r&oAtWqXT3XO7zo-9HA{t!VIyL-j&O`vc(zJ+ngM8< zjLkFngf??Ms;NJYPY%TLQgG2RtE!^%7*$2F&P+JzZKpn&{&;+a)Pl|$RX~r_t0^ul zjN~?Gsta)$P|5^O6{|VUuV>=(ONC!b(kg`gxwVQ~&ap~u&#d=?ale+P_?CyoD(j@M zo0HDq3$S;?eQCGGq+M`b(pAT4YWmH}re%;~-aWEzGU+NlU6@zd{hV$-nL;e}YE<2+ z3Bm*{_nL>C)d0ShFXeC5r7E?opFhjkDOmm})z+lSUioGBKrYVfK+pW)aaDd2Q=<80 z(9N^$oT)=7y7yjd5+^a8{Ynk26Vzfgo0x?h&JqN5k|2-9K?b*iV;XL}KEv2bokPr; z63dWI8s0iPtrdwI2bQ5>k91D_?uZe(ZUWT^t@H|{ z@2sc1B>d)5x{!WKQC*z~cx(-^xpN~9@n%*lPB~AhYH&)U#&Xvs@=M;^H8E7zy5WRY z&5+QR?-?07!sfA&>d!=kdY)h`g7Ppq#mgR4Q?+-ja<_87q30vZbNLzO?AcNs$H`ss zk?6lgTV>Hqq6w ze9s(7EeMab1Vm4b{RwN^p`r1M>i3~d!!S*|xI-Y0nM@`sDXIOrf6b#sKj+O8lis5?m1)ma59(7t)S~U{&n~KYCU9pTCI1`jErdY) zq$;ti8bR?BC3T=#q0MKvhf|S@NWqEp)pzUOUUR)Rzu{OljSNpsXPZyk=9bWwa%;T zLhs-AwzOz{53R2CHLrsUk|t}(|MY0t3=u*woyvNYbD0iYn8L2Be>U%KEeOz|SIVBp z-lVI!3fsi%8mIDoSz%>El0VXeOS*Br{p8ja&8hnoin>fCRrBonadK$F0&Jt+R)FBz z-7S3|0KQhXt);BL9Dycik_&?@1&w-6=;!$H>K^^xyw>7q2Fba04`=&Zi@QUiSaDt4b#Yl-&OYDsJLi4>*=z1xNp_N% zWInm?$&9%yKhKbz%?-yxbZ%wm*QQ$dmar@r%?7vAH`dlK%lgc1Ajn2czOFYizZGFE7ZZ0f@8%$I9tI1sbZ61gNgNS^*t z5A1x@ul@ArkvU)e#?$LRbq*rVg2dSx(-B1<^CS6}*C*g?9OQ8zdJ?>j`m9@1)b%UF z|MJ_m$F6HvlfRef{#T?)CQgePrnK`ySf_`ZhtMwmgxr8f2hn4-JeL%+K1~t+te~S@c;3oAySZD*<|#_%sn_6bbjSq_)g7Xnk3VNoos?geY76}|Ewgj$qDW12@7pP7?*vMY8`KRDm%jW! zw!?26Vgs`LCxMEiD3<+x4{nxQL__VqjmoWLqJlvl5T_?GP#V{>E;uhvBd(qNLi!j! zY%UV8kjgd;*|W!#@11UbQ>=7UwMIqrn3Y8hhl;5Fw6_}%wx0q}JE$|BCW~F+PQCfY z;XIDXi+~>f+s+EthB>xo<+jUKI4-zfSwn8*=)s}Xoq7#|&V3tBWSke@|R>;&ewXvj9!n?9(|0LTjAt}~0Z zu_oVmBWKQVxDn3hwEmg_E=;e3mfwFC3$RU{1IjJrq2~kDzffa!1gj2U-MU)gA{7EVBP#2Xk>=x!*|_B?j>9x{m#<&^tvoYTTlRuX0rA$6lairO^0+EbS+<}NBxJBU@|DyXgn!n-LB;$7z zX~-(*@gEMbjG|#M)$V%@EePJzSo^gMg-ANC0k?6Q=?Z=vFD@_(uW6dm>nMqHizzsF zvqp8fiAK=ko)6SvD7CV>n*(WrxSb;lT7zn*iUw$fM)KFU%mEQJ$kLGT$z@o0@r9eX z-P|0x?=PX6GSg%D4=BRH`JT%Brs6&xZO5LGk&8=`B?(^aBdipj`)ypYSCI9p>>%eY z)udPFSyvb7HN=e^9%aP`_gf0<1UYvlRCFn>d4w9l6Oz`vsD$P0F(?S`IU@P@DL!{m zJu;0)wXW7q5@^tySklkW2z_Vn=n#A4+lT#g zt05I+)FULYY#T4q8b*Rz1LR4$KcygZR9$41JZ?Jh`IZ`{x^{5RMucAv_XZqG@R)aMfg`i+lQ*aYlBH4PEmb-&9=5|Kk+H=dGGAH z$Px<#u_*{T^u!vmmv;Hp=n|eT{wI#-j-3aDyY)Nw;GC+hi-pVguq}BZE;wF}>hRCV zjX>DMsVxGmnVsN3Hg#qFD|SY34chI)B05{9`HQefyS=qsL5rD=b@!$^3+`R#=|;W~ zMDp<6ulDRxg;>7~wgE*}cexO*hft*C32o!I zn(lHAmwz72;wtc#061GUF2V-E5TyF|QU{9d`Rh&hgvjhXNe~lc&VvhR^A!WKRG6rL z2wA2{E#Z5=_U6t09_Lw#TZqR9Xz}VfuzUI~(7ih7c%u3AzTmcwLgH;_q-Ki!Rb{$z zk{#SqmMOQhXm49C4H0}Vh6p*nQM5qM>b2Xd-!>-Pv^24V^GLE*_?*DAazcP4Y7_yF zKICdPb%bZ4UJr>X(I{(0j5jwJC&f7I6IE#jwsYpz)(g5n z8F8?-34D>gJ&Q71@VI1Tbb;W(%erP0Wb;42Vx7gL$c`e5AU!Q35`p-Ia#7`0MOZi| zV;=XD3LBnYG%@3CTF&+A^{^vnnO{mP@L{6-1`f+ApTo}C^f1C80Spgt8I0@w>*~Qd zgny9%|DC?}_IWPH{Fo$lImGiVP|EzM$`+kEgMBjW4#}Dur2igC`m3CqppRSNj1-=j zt6;}FZRV~8S_2T)(4T~6R)1-dyBU!7AY~uBiQ3L%{CFcx)<${IUUsMez0ODbcl~!T zN(kbvYxoHVS?-c08@yV{l@Lya%#1T}xrdF5pqCm34)30t_@s^NZ`!97FJm|5CCGrV zb}gvuE1xtjVK>@jafMZK$_iBfhX_sRCk()x-A-S9hz3V}qQcLjhRbm7%u5xy2tP}s zpaPa@ZHFlAy64Cbl}D`DY1zf<5Yd?hovObl>(a<>TU{+Nt~b2N z1#yH!b?SHLjVM+)?AMpG$OoK=u^<0gC&g(_Ri>nCrPNq&?OXCc z>Org9OO*}RFL+?Bo9b`zKTkX(C-=OBR1Esg^#Cj5q@xw*6h1N#Tl@VxSf0>No@sFd zwSwEV5P=@DN5P$p?I5EF62ymrI@oaMmOaq3{}cN2+QH|o9MrNNy{%L~r zuG(WY)i8*Gs`*S!Z_>Q-pYX0&MeTUH%PU-AX?WCsXZ3P!Q`d5JRh8bXu^mh}RSa^s zzxy>AmY7LvdkHfp<+5bdVP>6mW7h4EbcD8(j|a~G`~aWB?0 zXGH(sIKCvZBs1THt%~eWLv*qe%k7r!@5IBTL<0>aQeF(s;2sVi&h&|!yzNO7j;^jc zj*m>Y{I(iPLd+{(;lY}1?@>ZT*?SpjPMMv(`OTtt{iB2<;?Wxjk{|~$tb%~z{0CT! z#2}0h^eIkQ&j?$ygGG0+uRYvi2EzEv+N0cqDlv8R($I*wcz}zVUrSlHNFAt4NlpceFLr?l#~gLmX?#MSSb`{f7ov zSWQ~^_*cGZD`0Hil~S_}jA*=ETk;=*bG|*?IF!bY#^G^D?VMlz+tc^f%%{KT^4$pC z;I&KcCqw1N%axBL_Z8J5)}pGnQbF5PV$>TKg?v{h;S$DCptE{s6$bAKy2)S%dkfd^ zT4t0}9H4=zEoStTa&y0w zuh#$VF@B9wzVx_CDA*V=jm+Z5I9zf*3uL9?E=VMQ++9B;RgFZzvG zJNgJQwMNO`7XHmad)*-Tzf}0H@YYfyBsL-97$UI6H5c8EYwRsBBI0bYEko{4v#Or& ze_#GxwBkHw3m~Ze2e_ML!q{zNt+#gf0Zzv660WC*J&lZ0giWIIr6#QbCBmj_Ek-(r z4b-YKoef*2u?`ZO3`Wzn|IL~7Vua|VvD{*7l-8g)rA%iJ>3>3#4!mH7#Yi=v+i`Sl5ao5X0YSSXgB#Bd!{r;l7tR) z|4k*~OcZ`?$Je@R$7fRD_8?{FM?k^SVW|8<76y{lhJEy4`=#@B=z)JtrbtzH@%l|j z>|UVIDq&?5BK>O-^3&S`NgTO*z23Xn4l)(pr;foQBI7 zk+STVpU{1FQaO6Vz(o5p6$U{VU1$!@p60x z+`q4Hjan52LC->-1r`>VE)^Kt;Y(Ov@Cbm#kXk!`;oD=7Ab?!33G>dByxvNXR!jD8 z&IRpZCtDrcl+=H_-;9kbdP;*qVHFhjI^C#F0|`WRdXHK01O9o|>QKuV-@ffvS1ib7 zUjV&xw7V34_T6UUxe@(Ly=aLe)D2+(y?yCRv|9?<=zr34f|1HA_&O%QGeIcIBbcM4 z0UoDB0`Vv0wP`9^YtfBx-q|?I)Z}ryPp>hkNpD_Aw%n9I&VTI_GTV?wa?0j5^~@ew zx#fGbUy2gPYUUd}7peZ4z(Y={8;-)$qoeDMXI=XJ`0MMAbVny%G@KC1I}xwRu)H1B zqj@!6Utn`B!2bOi?sUePe$`mroXc3dDfs|SN{gBhtRpsN#jde-QEk;85Ihz+Xz()UC%Nl$(x7a$y1S9-8 z{rTJ?>XO>FyANxZIjE{AoO(-c!;9K2PKk5Uk27KfIqs4Uc9iyG8 zUAqCTc~ugM{dU?>e+l?mT@{}hk3O7Fvji;*6ej=gtZN@7GfdeeeSU4V+IsNthx{ZR?|i*R0usXPEu`CZB1LHV%B+dl4EPL$(JU zt*{!PD8`Vt?tvzf<+7)&mD-qhE{ilBIMK4GUv?$230%Cb(AQmPY7BVFgmZp#6>`hv zO$X$jD7YGc{P2QlKYN^n{E`<3Syz;oHL0sV?JP>AIlu%9E^!7&)u$TWsG{ly$j4%>)$bg1gg9~Zs4uM8Y*$ahkR{y z4-@I}A||`ekGJRNhrV$Gwu7-bJ*C(kqS;z8LUg99%F6)H^)xAEWX@J6m8dPAgimh7 zRAvr{RR72vs=tq3C{E#be?o`?vYA{?7P|Wh+v@DI* zLwhPuVeji4bZ=2D%Css%t2D%L1)W=@zi>^VUvZv0Qp|}ThO!n0p;2bU2dW74yDcQ@ z2fqpk>{`UXKs9a#d~+cco38WB=R2+wB+(&j=y4t9GGHDKusPq|;K za;X9m0dw>HTYCk;pK~iPzMB7>{Nscf^U+6n$v2OILSgJ1)OETEFEs&;?+(03 z8+5W}zK~U=2=*%xyPL_|IPIn`JnSDVtM)L8j^YHg9GkZhiyBBy_OiBCAo9LakG3w0 zW-XECSpWJ92+rbuo2uTRmHe<$cxNP6ebTd5~dILI4FtL8Z^TKI;qA};1F z&zZlF0D=z0xq%F}=6^+H*R6YZgYz?($c0Z8HvK}gE~5kuykeBHD!{uPze&y1%(ogl zpv`l~z6Zfphn@@SIKuw5u&-=@F0u^Jp9OxU)|plADDQ(ik*^nFt1@Z1>x=KZ49xTv zVPdwq`}$h7Lur{e5C8cvChWmA?+&L?WZ?2zX}+;Bz4{J6BvmIqRUY%0A}m#BC$*!P z8|;;S`v$!2Hwv!lD?i$XzP;PK@NRBEOiSHrva~aC6YeYVub&HOJ5%U#1G}K8cI8U{ zgWYMV8f$`A${e@09wcb2g8H&>Cn|$>h`=gen$#;PJWgDIE+pjU&%rOQqwt;E=v;6@Tvyw%j;^psmgf6P;Y`!Z=ZE;QP2w~hFSv5{l(%|^zT z9a^*p5uhoASOUONb&zig&MADJdXNE+5MwuvQuZlgX-IE&M8(gG_kHM7(-lxpnM;46 zNSsLjWwCh>pPrVsvftH0Pyg`dnB9|Pc~JzO;KM~*f`nZDi@;jk52ZM~u{r67la(hX z+c2~8TZGLm!FS(e9(ZM$6nJz$&HMEV$is|IU6nnEX_hmsTLZg{0s7<}m ze=4e=#IaG0yL@4nx2B~0jiKQ@{Lo?|Y=Cq8SGAW~Zw6_CguBCKOx4n<264H`MiJz~ zG?b0U<@qOGfV%3RLFYOZps4~gviJRuWm;gBc%&xe{i$DI!@F8$c$@|CjMOu!ZY6u# zSsK4ByTkK!f-JAk z7(kZQyC*KXq2MRsk4psEF>+TAiQu&A)d>7A!eVPi_vmGKB0F!P-8C0UvT1jq+?1bN z>4vuDid)#1^e5$ysh2@5ZXsbETXo}V7gl}HX^Knm9TdDy8S6a~OSj$oh_xDH{m>&T zY;#XVIUKsePIbj)8SEcrrV|%pD<)^;d&1i$r*h`Oh0qQ{KX917*)Eme?#lqn*W&#` zuve59P2^nckrWr8{K(^p^_Qq+)*Y!g|2)>FY^@uAb0`~NW3bSm*8rsY!93`~sf`~8 z0sEq%sdf=Aouc89?rYuadzM)S@tSPxw?YEHt{Ajm@v^ft5)=fq**3S?dRCt-ecm1S z&XZ!e3Q@#gaJo>A;~e*N(Z{&-&# z|9~WpdK>@#dJBo|nSX0K_0jOL*7pI1luv(LAAMXu*8(v$t1QdJs2Kmu4POf74 z;w4*EtFVY)*-4|VtGTGH<%JI(EC(@Hb;efJ7F7W%{*O$l0+fK5D?61sOTT!fX&KXN z>nbj4|BtlN*41Cs*6~WyHn!TR26X~ zt+vBD57%{= zV9+ES_L@28FRwwtjdh6xvVdA5mwfRm0&Za6nKGKK8h>sQweH=-Ml-YIB_WCVlf@97 zkM5asl8EoYZL4;y$j;sOL-r@x2{fUP zJQn4sj1SyN$XOrb=m=D9K$vl=?EHQVVrkp0_2f4-4@chz$}kyLQIie7MY|hkVkOjrD7$UlTZy(k*%|AOprqg zLUBSUY->+QleuF^lloZ*Kfc8dS?kgmt30YpoUSI5p6Bdz*=1uwQ6=_SWIxp*z?`FB=Pi*i+rh#R!5GAI&%h|gxgj`` z+i^~X#M8146Ss$y3<uc;6d%nvv)rKM9gyabN#>@H&%pQ|EfS;^0yLuz-J!7_DO-!(jgx-C$QGg-#cu5Bf058)&7ja*$ci7=FEm81)LEs`F*t z!Vl?>N!Zap1Z{`Jcn1A&N}o|0j+WvR;8G6y`tW%#w%zD)$ z#R8(*E=ktAr~N+8f8)d+wD89%Yn%-V(Y&>hJJQuSnPI8KCD5ikY(9d%fl42wI- z1R&?82ZuCL;L?Q7rZ%jm9|^I}|8j+;b1cKCYtmG0)50*}&F&|yA5Hv}-CwdM=(&_~ z#We`*z90EExxyuUv|w&Y;f}Cvls7D}CgnWR>|i|V;R$B}z(F`8Al(Y<*PcA&q&ZqOITD~iOLeOT_8_z;1P$HK zeEu2yOZzyV)5N4I*hB|Zyw)p&(|(hbERQ4;h>Y?U@ zEz(#;C3L+=e7Fg=s*XgeUsFaGSF11L#Gb(gimkgZ-pDcwelP=B6Df~KHoO9~Kw_lZ z7(XD52coPCW3?gGpc({Og@i;9$3+9aVMmY0+ zED==5&?r#x!=B1dXeMlC4nC&dmb!Uv>FRn>$nM2ikWe^oSiEcZXTcu0nv zWCxYcC;#OAD(<%@M|E2hbz+XRX}nYB>MRC|pXskF1QvqR0XQ^JasQSrkg>T|rPB2S zdrzcprU@icAzoFvtaQ}l#!jkS%m(lgmcl>I#^!ABe>zXh*IBGqxH~UJ!WzXo*htKa z$WPH^-P_=mpRi#uvW7%R>_u>&6t$U7`pJ|n=}gr~2*bvuiYqd4_b{@B)~FQKv;lvmwkZ6La;oC>WVhak2Z z!z~E9{7n5xS2>lwx+xc0oRys#c2@;s2cE(1QK}hI2O={`!4IZ8le^q(u`qJTLM{44Rh7~D33b{>cYSMx+Hy}}5Zbq_5UZoc` zaZnSq)FH7J@sv8TVryC1XReVi*?!IA!?Xy=qWW?SMWmnNM1-HgZBg()vr_HoZtXpP ze@8&l$EF69jy19p3TqpV9)O(jaT=G$bGZu?y+@r?t(PoARc4sBxOfEXWcDh*oebkO zxT5q);iNycT4@!g38Ks5yDh%!ejV1+S5Wv#tYJYWIuw<}k`pT*6zx0)j8l!``HijW z9nionJ+zu-q!{;P)0)JiGslzi)L%G50`){?xu#G{NXk4jtJXAPl!#@c-<&7CrV~M= z>cj6A?4_KPgpED7V5!e8`^nl+p*Nd`j&5Z z19%wvj`!XCWv5ART1iK5bsQiyeeWwaln=Gb8{ju`3aIVv?hZGLGGr;_{1_FZrCsGZ zGH5{_FJ=f3Xs|)}h{Ho^sZi14KE*4Cy-;e321GE>zu?vBM&eL^m2QQs^&vEBTvDes zN<(K3`UzWIiB#G6ndzntYt=>?YQcov5|cPRZqdZJ|&vYTJeVCxftzg#tL$H z$o-l7i)pjTh*_cG_$o=UT%115;Y~MQoUrijEPTZYp10@~HMaB*Hx-D?ok?dY(3c91 zkJPFO+nWpf{nVTh`xhT@-62~5ksT7>LOPR`mGTm%!86<8`=@N|prT8Pt%iV=|Zt|pYBH)eh@^cuFA8#(fup zE*${$326}Wk=HUQIO3kVniLp(#+AhJ8>Yd4ksk?(J>?e=653bb{uVTk-Wre5uNm@m z^n`*Ffz6M&XT3+t?T$eM4=56hfi_-vHi#W}ro5LCw?or{3w)wM*gvhqPAcgjB^kpH zkMze;ZzTRmK^-n@7UsJ(CAycZax*|cuub{!G?N5F7%GTwhWs{@oP5G(8@`xrWi&R= z)?@5Yt{{kOS3D*@{rmtN^qDYz_;>7{lbe)<+u(PTsmO(4K zn3QyM2-oz>8^Q{Bcw`KE7U7l>%X^t{LSA!Nr=s3kP(;}IwOZrD`7t!Q!Sm_S0m94; zOa5+%B8|VD%VF2)cwd%WY2RzcAN4ly4ouFsj%8V?P(7>~&krmEyeJZ0=Rhb@4|DN&YmwU?lUnL@yds7y}8TWF<% zVYc&Vev~ z2Rw%N&v?L%4cT;hTbQi#5zT>t}xy~Jrl)_GgCeTuYjeKc_IuL_T z4~1=4fsv+QZ|Df!+#nc(EeHqh`6SkfZZc$phzHj*!8&PPs(T;sejJVAK5?+|<1AvG zA$zc9BJ|9=O=X(l<)Oy&^1d_3^wKTZzF0T=XMX1jxOS_&)*S#(o|!>a5f|N(8=Qvz zvM6h8v`{8T*9}b-Q!vE_>iT;P{YS%03)zF5j+3gWK&?&x?JzcaIenT zI|ZHia|B^KsMUTud+#TuIJURM#5o4?Iz}9)v>3}O=AKnj#@$ zW)Z5#mMl6VEtbccU3ZrE3R}LnrsLfZo0^!dKUwU$SU8qHWB;&w4Gc`<7g)XUD$%(x zYT6)mrfO0*Of@cp23@jv+oxrdI(-RNUkTA79drH?*Zyx0uARQC_6(j^CVsi(2>{tF2>0eaqtr0S^q*{yNh$9_$@Gj-$CNM- zg1sNYIM$TBB-mG8P#_`?k9*b`{!I}N?Ig$`Y_VuW!}qDk&agF`KBdfTIQn`qd-Sy> zu|nEedqv*5l(OqAp4)mj)e+p}D3dlBr=towU6Sn?Vp)SfTz3F3{44hn6>VA2fAi@d zZ!d7BSi(2UH4ZasJ}N+nO(~MbQZzPRxSxyZT{)yi_{Cb`VjSKSbZbRCI2-)jn6Oh} z9rQHe=Dk#vNbF9*_Z*cQ%0Kq#kJRzLogE6dGpTX`gfBY)J38)7L9K$9{n!3*9o;nL z%Iuc-V<4>#n53*9P5kn$Gw~Ny*Q>)E{WiE|+xUhw^!srEdY4WhqH1ae|{7Kok?`LIw#R0@Rc?DEjWE~BL_8GX7o(tn*xdkbFPW=D%OU} z4#>-k9sZSnfs0ymh=s55Fqw3pz=Fo?R^9rg8?WG%0{=dx_4F$q)#HSN-YdneS-{+d z-~BZD_(ta4@7->jj`cFeyGG#zyQ7NiiZxAjpJhomo8MaLr`B~zNdZ4}@;h`QX~&Si z@{Nl`(4|==xKsT4G0^ks2&6#f-&JyksMcgJI~Yfhxc}54-ya zZ8kA2FYzt&=vJh2JKG*~MXL|MR+&(5Ad>LvlI}8Bhe3ENC$gEcD!PMXC0I%NYLFKfPR6k|n!g;4G8Do#H}xT)+uy31LTZ0bm3xAjJRa}&M6vPrZ?kpB%@Wy z+SKXcD#5=p_W{mqx8cBI{3PHG#LErnXQ_ClJF9@nx5y&b$C;Ep1 zZq6S28W7_H!o5aE0P>CCAZ)8ZliLL%i(qfP`YtzpJR$v4VI)66!l?UkIYay~cU1BA zY+vkM!$f`L%uddK*UQB}TGYh86iT^ui@Id8+1qqHyYmI>YN~Ncl={<{h?JP9!$7zP zx8(IB(i5L3MI!$^$EDuI7dcVPR_CLmoirclCpN1ETx_)SEvf`*1yRgDZ9(A?>zp3` z3%6K;z)i68_X$u!5@TsC?9< z@cr|F_ua~gIrW+zFnd0_KnrRtQ7_s&OY6Q&D>zRZ!nA#_4qM1WYLb_&0uCT4uB@s6 z1aUuED`)IfKcD{fQmD#X8PD*G@+T2DMnp9b=snQI1UY4_T0KJ!fg(xpU<$>vM9X~& z#XVMT%Ut>~XkET>a?fr=NVy>n>>N~rbgJf&-o6NT_JME8npPh*Yq>Wc9aPo2adHi) zD&CzB<7(#xugACBE6H@}wdBrDM;DwVkJ^oD5y%pggI4(FWCMw6v#`GkSX()9 zg1BnA9Ut7d`YUre^a9Vb?D7D}XsR)^6YFKP($;xAt37QH|2LIBgZyT#NTSPYUc;G( z7nA}Tj%CLU7vfCzR)IBbMTZYr%TXXvSg)*wd|kCflMP8VOcg=sv;kY^n?6gQO`j!u zBHtQ(y;Yb2+^(5Qj2FUyJPCbV9FdCUI z9El`^`robnlg(|w)za^{w$_Bl2V(XCTRez2Lo`#PHuQ)&d@?;*G-nI@Mb$&l$*FEJ zIpuP#UFOqnnDV0ef6tv8*5GlqaSRW%d|aE^T^^&

2VZSP}KItK@?5y|8|LhfHIf z>VM>&vceDTu${88Ta3k7goZgJ7BYaY(hCvNY9?O_hlhLU9DnNZ?95!B3vtF^wIcOH zmGjlpv*aN#5PEU5j}W+osCh<8GFJOPk70qjqp&mO)y-`_R5En)wyoM>)~` zkQ6{EaA6r$_-7QdEc(-o&Atm*De!z7n=IZLsLhhFB8mkL6ZdCkY@diADRkf*W=~u( zT>Gov_q}}mDvuYz1o64qHwtEkX^0yyM6Ob~0X1_|I%N2IZbA7VrL+ks&1-^L-Vx7F z8^JoKL|&YB)!}T5Nz;Mi9ye?K(Nu1sjkSsT z5BEz*I>ftRMp*0>%3fS0sKnsNgA`iTi|3_DSRdUdATq=ZM*F7cx3udqqE5;q7%- zE9RRh*PWuXb0PInJp18&tZr{&FxFO{h zk2ULh&SNy3qs4HC!5Tq58$eWYJbDJI2H2v}^#*zOW=?^AA0TRGDBFk#g)*+(^7~b& zHExmAMkYenI^5z-1%TE?txgWvwj2O5qC4obCKN`gSz-!-j1;PY z+b>{q?4o^%R10ADI2o?H;AOMU-6QcruJmmV(2^c1?o7GUJ>l&ZF!lkGk92yR4Np67 zXkDWu%_ICmo;49S?QAH#9|3jJi-P;))^zseAF7snPsEi1+~hXyhBMMw3S(qogvlfn zCzsVWo|l?$1j#k8FeFT?I=|ZX_|lMC$**$|em*}&qxTZsH9&yUYv90$Y%#Zsj$@Hs zG~Sl}mN;%{4)f|A%mQC#!?B6Ja)1NKqk@A%hz<30bcBB&c=E9>hT3GTN6~fG_Bq)^ z&`MtlP->)Rj0`@vBhR>OH0fZ^#XrtI`-(WafosF9JfK%6xSBK@51UC_(0I?I^XrOG z)3@9IT%n4BXlSC85DCnT341@~b!h--B`nEegIRPd1soeD)-P> zsM8L`iH@=yO!@p<;;&P}``6#o^kFu}+?Ph!1l=bU=obr#^6tFBGJaBsv_96N*S0sv z*yh0Io^;}*e$=6_Nu%r{rtw)EN}pdO4W%l-Em`5VLuh+P(i@+6{aUM~l2$}ZFb62< zWb!G6NCJBI4|x)mEXr;H!c}rH1oe>{FLM6D*fHCu zVwkC-fjlC2@g?{vP?&o*^fagM4p_CvMHBrRpipFRcI&^t3A60NeDPNhBcsV4TS-ec zf}gY*xMve9mn_izdDcxgdz!0e8mu=-?l@>vb!qDGOGe(HAZ5%&S)i{yaf|zLC~ZaV z@!U@%ZtI^7EpdtcO)+RELxqEUcto*ZFPd~0*w+giL?S+Q>pzbGJcnwYmF)V0gS7SB zD1GRBo6gx{veiBG$5p%vL1C&h(;#GL&}j}#wVt$~)D&S9vvbd0HvqdGU?jD~`6`2( zQm8(GTKeY~S`hU9w+BQuV*!r}??wX+C{JbMi@GleTb^3{|Rvihr~A874@x!`7$g z{c;~k=kz#40~5}&dt|8pJvm(>AtXF-qn7FX`~>o$g}m4<(O3fOoSIoKAXcdsUb?a= z+Dld|J#=dtcrX-$ooiLeoq225rD4APYFWwc>+G%sml+UmlO|GQ67>A~X(=O{@DOdi z=fqzz>xFAYhcS6jP8oEz;QELyND)8*fmYb@#87CzeL)qJId6{*Wv? zP9JV~e5Y<>e7{|>(AgSz2H?tK;h$kXc`qC4eFvMnnKtdpJ)Bq9y$gaSww~ptD)vZn zgM0_X=Dk(NC6Q*=!t~tfGW!PkRu04l2pHr&wa5?=Mh#F%HAD_ecamjbhCP0e!*0vD z&9ZGP-^vJfiL;g}3l@xZ{sVo(lVmD|t5?H_tWK#6_;`fGicN@Agf}x5DQg@JvTuZ7 zLCs{2BV{gXiA+riTLy10_Z%6C*&$p9QNQN9R>#G?B)H=wD9$*&*oXRFCDg}bM^==0 z@IA$_u4ZyOL-3J_KjI#sLSnKSs@Bse?$YYDxy{x5NG`-K)n(Dl;HHwOtR)xuUt`tA z1ltBrRJWsseG#xf4C?ItSs4n>%?kyNDVj8?fP4Vk)E)(@gqoiRS|SoPcei8np7->% zv-q&oeEt-n9EhJJ_vuB}s_kcqZWWTIWLz_J`iS8tcjB7b3RGR)#$5-pwYAA`{Tq!2a*TRIp zME!&a<-Js+K_OV~=&l?W<4tv1Gg&&egp0B2AgHKMKHaF^ZY`3W9vM{MY~6-x&^wr* zLV{LY6+0$QS>yW@l!yk`cg!i^d{nQ_C1NLQUGVFLU3&;=n7k4TIAQbikhcON4H-8F zpW~Y0+~LYrjoO%%l(Cqq-(vn${oBY1?lq<#vK<>FyxJ)Fi?P%pO%&g1ni9~*#wO?f}{b^J62)aoWW~;jus{aa;sDE?tj~*7$aP}=;%ty#{GCo_zuj5=wLol z5la2u?(#Pm^S2?t$lQro!*zb{-p>7s549NGZfN;&E62%2e~L}pi%-*miv3-0Q_D)( ztcj(Kx6-I~gK`vI1ySEa>USnB$Bp68|HQX6be@1+8Sp=^QEa!6Se>;^O@j%q3hIzb zeh{q_K!ujF75b_!p}}o@tJp(RdD%c)Unf=B#l-q0K%F5g)40MZ#{@t=7=ub3AFbtt zT5*JAK2DbU+BLvb5kD3hLIRue^b-n=Ui!+}bqgb`wc(-CfV?!m#)dW-Wi?^`K1AyW zB&_M01fQz?T^sTDWIRXu)^Gpn<}bcUVvZUPen0lb6$&ZeBoE`_q+x3N8u zj{H9fq2=Wx`db)sTl*Q)!{hXycfunTsgkOZ3acsiOD7cct{K(ExP0rcm5e^0ni+6L znUqAUh%cY;Mzm-gVN^7ynx+)FGJhj>{vAxZ9lx_2Qu)bG5aZH@oIC>wcWo$DnU z@ZGxc=p?c*G2}qi*xxt(4ET`2!UvhQdoM#o=w>3xI3IcSWIe2#K?dHUO?rpjjdu{a zhemXXSwR`igIPC}w+%qf4yG|jkQ<20ZV<4ZT>A~5$8DY%-kz}b2zBHH7qEau>j$^Z zDWVm40j&|(W$zLWD+|Xo4F}0X*nEQ$qQ+fP8AR;v3xI zmklo{&nU6x*;R|GlvSx_bhahpEgVe+r^_FK*syd7_XwR7{+`NIM6QslITYS6SGeKE zV2RDy1Y-ql+3$t~c~E-B{;C16{I>7+S<-OVrz^X_rfAdUs>+<2-BoILTdslh2u1#W zVifr6^R|fM9vD|-5$T%#<}vSKcqi8xx&4l@(24|wf4Jiizq+^*s$T9HY_%_??FHBp zHfvBm?kx2cVFXzkdLjdAi{Ja>P|o_!8ymjog9+`B4~Rs>)gPC7MK^Rcv2$)+SKuRN zan%0L8Wl(L!nij4cPv#~3n9e-BJ-N|V~w?WU%XYxY86jNw3L)FEn6=~YHGv;4A zQg5&}cXyS$Fgc7@G0bhmsYd8OLjoQD|IE?;xqjkErCcRHkS)wV=9co}|E$r_s>h-s7}`lx_?TL(*+jhzKy|`7Vqo4mCbAH?6>i7feB|~vWBQJ(id3v#>7#Dd)tu}QK{sZ75 zX|_69ZjnUL4#U0Esxu?>2$T5JPIO|u<-znHB6jBP`7QnRWE|a)X;8w?_`?TFGb~FJ zk6fCY!#`wMQRB2Ok7 zv7M@qyOxs!gIVA)oxEmNwS@}>B9IQ|ePeGq-fvnFmrj>ilXu$y@)}LK;fzo)QXH%_ zkp*(hOt2{%ED5Sjs~B5iJ3T*k&2ghn_xNFpR|3_61?XPe0uyD1^3Q;%y8d?z{$*}@4UikZ=m zpGm%fSpy{XnYRdcmfyLY>DJ3T#5Ki$(^TN9O8a`juHvL=`3 zq~sqY@!Ta=^Yb*}GV&#Sw}$*zdkxt7a_CUEvE9p=Lc=Tf=w+45hLAbQc*eftBnixC z9c(gMGmYL7^@t!$IsVk${Wy9Zg!S3C%?oYvA#Rg$$(g30KO<1jVuN%?(bblAb80k| zM!EB5AFrEP7MF~?>qjYIQo|J4ubsgxWwXS^=DZc-7BF*PV{dI& ztAV>SOhv#~#c>C9LPG0*>AT;%QL^b(e3mlW1^3Q>y3nZ4at)DCB_H0>g`?E_dbEsa zReZ>~4MpYRp`BU^9Q86rD2dG@l?!Dhh0`~;VJ}>gra0q0+kZ`!S1Bq-$n1mJzhdy&S! zKr*mRCu?$5O}$%buG8N(UR9ybm*RolY*beb+leSXQ?u3y%z) zV6(D?G&j3pHjbKV)d{sE!>|m>{{OIyL`Sbhl2V#~@1UrnZ(ZG_+%WtExmbhrG*aui ziP(9UX7kf;jYY#Exi9g7;Z>I?TjXw+VqEx@w3&Kd zHPk>a{Q05s?JG`aGmJWioR|>eHrC8`nyK)g5Bj@37j3P%Uchp=o^xxx8QpH%F&_^q z9vHqJDy(m*{c|FMB^lNs9#8f_zi61Pxjd!-iFr03W)Vn1%Nr%KaGfe?NANCLIguek z-`?c^y10AwrDp*DXu^n&kNT?tnRIaq)Z41nILdE8S?sJ=<(|^b81j*od@<|zUAIQ= zDGmvx+dzUh?f_HZm|#wKLv-Y6p3pBPysUYn^|$17lDQa}J0aLfNiLA#I?YF%*=kNAh z7%cb)GVfm6U-cDYQVlGO@(xa==pq{}veQwNp0$`_pWJP_=;I^%0Z0k=fMwFg$l+PM zH)J%z=Xg?RIoY&a4?!Pr-g%Pj5YZ{eWC{nwx(!}p(3b>rPL7U-F}~^35jCSb{pEm1 z>Msc~;sxMzXwZN_Z!=-BnVH1IG7EbY7g~A=f4@$>t7zHpb5j9 zFw^H0hFM@4tGNHeEV{;jId&f&CSq&ehIwCr)$suFx-Mts=GAF0PG%BZk34o665jcj z7SXYmebC0rbGUhzYpn7i_TTWMUx(6S#vWu?a^ta4+0HvET@{cce+LaaXP}|;Zc!Sz zk5L=WlF6x-Vy>J0f>_)-LEGoW*M<1MG&wP+ zpP`AwS8LV7cwIjm4&%qryZEm2YRC(p@D~kVp}}QFhJy_Qo3Qoe7DeDQOxWFF!fyH~ zImx?6YzPikEwiU9kBu1nlkkfs4k>+Hx|FVONeG~j8senJh zp}s61P4YWHecoFSemfYS`Knq594X_@=WO!Mi$s~O=PXJ?_WX~=K|9|vLeUG2EfRxW z*!!Q8J1uN~-nS$Qi_RjhBCi(9gUE<_Knv5gI;4DMA{NgcmVI2DBmz=Ay{x zGN-OvCdiqB`;dA^rAWSB<0+^Eb&mGE9U!Q9fx{xh59bik`nF4j#k;CF#8f7}3%SiA z(NMZrqrNG;6(@2plafQxpv}}l9iiNb#le27Q<*BnKu1=kTpHFp`(aeaRqpyuGeB^6 zgcI6Ur#&Eo=8^P+(JFLpDV1z#!-vR_2duE>YlAk2fB3Dh8fBZ&V&pZ=i8Uxm=X|{4 zQ$)fx(yzk3?!<1yK$6%jH)V}hp5=#GAQk`vA)Un|+ zVVTZH$v9%mxKAuWlO(kcR3||bDsbB`J}k&X(Yh%fmm}XjqCz+@)6|QVt^e~~Eqv?| zI|W!{AjmeoD3fQ8NMxmCVmmDglpN4@%p7_IC>uCLrnCymZ$E|i6m^nc_OT4{aA-&&yJ1rOyO0txBI)FFnxBSU}wByb0!3`@YMg8P(iVc4a&(am&M_|V# z5^40q?KGtsW@08WxHYVT$oNlAafc!rYrQjt;5n=sq?$x@a`~soH{$B?75tG_D(Mnv_-84$w<{IOv}!wf?zf z5w~F0{f2nNhEl}0DH!~L0OPW5LS=D`oRpR?rPPwqJ2LAOHAyY>9A_)5{)_nlYWRh= zVcrAJ9n#FNa7-O(LMwvnmE;57@6MKn{XJOUN^KtPQwF=qg3g*R7tCn3kZQXxxSy(4 z@0U!x%cf?LQ{5gg2{4@QF?lkC&u*l&>stAK;HlgN)jq`M z?9kWEMJl16A~v(Qf1{))G&s>@``ThV*5yZ?O1zpHS`%63guWu7Cpfquu}*3jsmEFW zxcqV9(CQhGU7x^o;%{#u#|;p|5RcP-Z2kEPsm>l{DxLt1K+W zX5sxtwjI!t==?R_rwdkKO3RSPMG6DKOQ+HoJ%8T{@OssR-JiTnb&w*|7nLO+4_W8s zMM0PoS5+C!#pHZ^Q{QlSaC^s%Y*NP3^@U2e41%ti5ndrbuu!~nGE-Y~*Q0ZKUHmDe zcR1Qh#n`0ix!lKO=3>^-gRx3PUzx$pO_isJtsD?WhsFTOto;4~%WiILP!b}BGF{ag ziNoRi&cS_Ww}{Vylya|Sok?<;)^JZ{7imG&Nx-`<@5hoCF!#rYA--`S^EPTjh>Lqv zUv|*y4W{tWRzW4`D*o7nEUJ6xi(0>SiqNNck)(D_%T$;6eO_iFcEbz;)4h4MMCB!X zr@;@$$%LMJTJv5mwMxBLQ=Q})$TGAzlb@4T8@f^+_2EWEK5F|0V$(2h{UDO7V?F^k z(m6eh(6eNPxSZzg@~E&QWm3!AL^DxY^#!BmL`OV+JHpV5-_2)vzEEbUI?u*6xD2j< zRP<%qTqhaDr?*)?T2vA9XI;LD6kE23Oh}EC&hTh3%?S|xU5xhgO#eZ1^7o-)JTHAO zoPyM7A|1Dt_?y?*bx9o*r)I|oqANG#?@&1Fq|4dl&A$o9@CEJBy0QYEA#>uQ$+DSx zQ87}zP(*l(czvOOfUij1^4pc)uwByX#T_-BPiu1i{ndMZ6G17$#MIe`-%`Vdv~;n? zQME~#Z-(IGM5V=Q1yF!YWs$f^t+O-?bUwGY!9X8}F@czw4 zfBWl_&_8;xR>-NgStyycdBf#@czVWE{U2Zbk7znW`5#~HWMB;C+{6C`18ppPCp}xg zB{z8o8p^AKa&t1o+k@bKE#frI9wyX&vU#8DqT}e04bbCs8c`R#loKt)|Ku-X?>U*k zksLebi63X^Ra&CB82UC8dq=5d`Pj3%el1CQYkPf5j=_B`&9K)8&q`!cWt?pup3ehS zG|bGLj40vp_g@545Fz`vPtBg!`g`kNd$%@O`nOb;4I$0cw{L>1Jn%A7@sW;UOLkH! zTX?TZ#G8-NsL?-8n;TeA5Bl&^v8VuI@a&WfNw3Khs3>PbyX&to1Nfi2K=k9CTgBH# z^s$a4{p26t>Yw{FxnXMye0Dl!sH2#^P^G|Ec0f_ciJKF-^dD;1XG!#|;N6vzJXN*mjtOeuW z$>osFtC)T_)%}w+IduO6$5xrNGDy76;{WK`6ZUWaXqf=&NEG)lUx72`${yaD+LRTi zfA-9OL?20_$Nz}F9pt++uMMPDn*U51J&}M^=Am%us=8jRq(hWANJDy18|j%Lun>=T zHh*HLP;#vxO6+9fM&Gng`!G$t(}T^BA30LEeVvH@^neYuU<{8(d(I=B6bUC6*PwhUet9sH{s56bZ!E!fTHOpkW$)EVR_v`-I z*Wes5nYeLhP>Va_-YNA!<3y7qgVl8vyh4`mNthMfo!!X$z19m29y+7vR>RalSw)Op z>t8OcB=_@8Ppkp3&7Q9M`_bL;ZD2JKRd^!(^WxmJUC3n& z^NO9!PXq^W zn_HS`5m1mZ$CG_Lb#!A_H9qIZL57>QV}o1<2HQYLI|>_#^Blu2DS}ni$A5l*s3c%l zOYIxPvd9)NvM(tETf^0jt6B8H>|h#al{-uyjXkF#cI)kLM!Nvxr-Sa-o&Ur}#ts(M z)Qs1)Jr#G{*8Y#z_li*U!#QP*$Dxw6Tt8kha4`1uGk)Mr&l-sC$+%t^l6rL#_x_7S z=rd1BazdO6_aTA!-F+FKKVeyF@f3wQ>3L`J^xH(H-QIE^d#MPk8250kReZtaIDq8< zKOf6u36da(WG?L5LD#GFwKe!qb^!K6T0s`>7QUD5n2($J9152Cg- zc9=W5{I+C98`qIP`GRgsI#u@9O$O(vds9LpoMIs)G>r)RO8S+YzXG=(xIyP4w(6xHhcesPngM{49}2wU1c?ZtIR&Ox59lIiNcy zADZz=ty9W?R@R|@A9tNI{kO4p@SU--YBKr}MPH(S|(avtYBu?XtXcD*|8|7Zi<~ zZ&>gS!-iv{ed#+5DPu0mbgwFQwKa=!ZBH$q#;1WSOzzGqQH584%GMs8-Jk1jD1G4d zy*@d^Yosz0&K*abU}GL*D+R-+7*RK^&cy(Y`+-~oOcA}#!qSq-5&m8^0=)%`=*-?F zUgt9p+FMi@e*1d&@Kk)2;~nXK;=61o_R)YQy966on`hPzGtQJ<`1p(<#;^FV z6(jOoa_E9GYQG16m8@UJPevlSJt=vg!NB4d{YqtV>k_|aTE2LW51@|o@qcQyH@~5(iWPje^~L4>jqn>>`@Cb(mh*?6Rs~Dlc$kGuo4X zopP{I#Z-T!P@~{&k#2?I088raK~kG1K4GRGl_yPF&7EFhgc@{28aVM#adF{4(sf2( zX9wtis{i>x5{4kZVEZzE*th!pbj7u`os6qono-J(29QpfCmJ1i{w{D{qFwTS6&IeJ zZ!l0t5dLz1w~MbVsp8<6;l28qair0wkt3=H2Jl_BEnKSxQTf`#8JcX4-u#AGT&uQ1 zw&2iOi~r)sA$JZcgO`9*!Z%YBx$RqLvySeJ=WWvP#ShmA2Md~rHYG|!)jTz%q@bS~ z69as^kqk@-FoIZnjkNN8m)SrMW?2SK!UB38s&&s|#<eTL zu{}e?kuT5(sxFQ8V_xR%I`yPz4ca)IZF_6}%fXg5Gj4LjrzDLNA?|EmP(D7X?pn+B zmjGaP`4G=a8r_x!8iXGuzE7{$v48t>Y}$33*AE_$rN@?eZ2VWa?rH>ITt)h&hKvda zjZTWSkFKYQK;-1`+n;?4+@f3cn&_7o<$&)$zd^r2C;$M)PqDMsmya4@gZb146n>ov z>`iDDnIhG2Ba?lPPj2K?dPg4VQ5bJSjCE1yrHHS@J$QE%assbUozN+=0xZsdD%LmK zV|I&kXA>U1;Fo*)%vC`|*7O{Kf^bgrEkqqdc_rPsw;sUx=CN{o2l z-w+*im6r0GeUMOUN0iQ-XFq;^QPHtv@4*cI-#6QNOXN9aC439N{U#%jXUJ!O>Omz zOp%X2`ugB&I?1xBew`p_Q5E!d?kvBISBZ%W@i6Usv^!OXC!c6L_H|3(XtBix727o6 z*=~3dZ>X=Ri#+?ms`nHgni8a7rkE#AJ!iB1Mc#-2evEhtF_HJK7XKsi7$bs`Ek$o2 zYjnQdBM^AcVZ3&ApYkv?{A5R>^peW)-1~DmFxxp<>;aLy8=CM9%Pdaz5|h9&)8-|& z^}1!SOYQTYuvF~8-kwFLf%$SNg3AM}wPCfN!On+oe5@Dx@ZjDs54OPF8*}ZgaD?7- zz3JyJlvX$^I~;eS%;azLurUeap!R{RuAY2u2p$9>t5To?5^4meN^x8(;5DGF91nQZPGU6R$C+GP84Mi z33>8G6VsN)aJs>?z;JRpE(G!f{B1<*wJDq>n<2E+ZKuf(Dtj+Tc*S;>d+&xA;o*m? zxhl$CyEo;f2AUxf-W!Bb1A5~c0pscGYfxZ$onjlGMyNLEEp=o{1g}qI3{2_UNGT*c z{bT@~Q&rXwAQecj$l-^bX1$Xm6>^7q@xmV47nP!XaKOHb9{C>L%~{ogz|G0mtilsc z7T9Uf7PkkZ3OrmSl@SWmG=TX-qdQ};Sfgo8=NtR@1k%$u9D)Q=^vv?PU5}Hre9^M^ z%9$&^j0Z<;FM=yC_*Ktm?dOV>Xcvbe>Sy0=kxq6C!qu~d-b_~CG}(<8hCM%E0~QnZq~mr;Yo5^W^8 zocdAIK7gLeg@+7@#%G3h)sc z_CQML@_N~-3LPnyMb_ai7}ud@l3ulMez6V=ouMdR>!Zu+_*E?J;tJWd ztDsGt$QT&p!7n$3PSDVs5rUh9p!zBjrzHE;gWCV(p$k1;gs&U3?KBF@n!i8m zY827fZ$k!INFr1Y`JCJN946&dOUCq5?lk{vOYSsF?r-zboxJR7105Q*4SCd@mPLU> zm5`H$91L2ec(F*~a^-}DKH@`C!NGlOV$Y+q49U0wT>fOevX$@ge^g`neI^?xp5EB| ztx5kJFQHB4=UoI?e)an#J;p#bq)Uz7i#u#qJU6Z8AGxp<8K*Q)Ut<4KqzUaHa^ zMSYM?$2V}d3vE}%yeGimj=A{VnK*#Bng zvziP@wB%*SRF>J@rK*lUBvr7wJ`RUD!efX7bErpX8X5dY_P>>I3maJ*(XcDs&gX`-^U+=_ z7E7UcS6|I8Dq1e(mo$01@A&KRnu@mQ>0BO7py}e+K~}dhP5Mqjv3mzbq@W+3Y2`qG zpx&$;q#Iz4$%(KX39gHAxxpmRBjCQk(NqIjmIk--5ekIn3pDAk$qnzk^!AP>5^q!? znZz{n6W%Ithw^T#g&rAaR}T^*um-7DHvi^Nc5c#`T^Y;a2s^1$%cpde~ zMIp|0#8eDCX9#keR5=7DypLWG({*%$YjrMZGA56ja6l9cDK`2BxS(e%*Q{*}Q_Q04)IkstBSs!T>rFZck98!q|fiDul5;gnbGO_>!sF3P2O|{E{Vx$;=TMAvlLM#y?*J~W zf-6x3M7C32KuoChP@*BLXZg&$=XRAIeoF# zN{|azf8UxsYOiB4iPhU2d&&l^)Q0rN-p*5PE86yjEQf^RZy~)a49Kh7;j?=j`AJO5 z&6x2bbfN$teAUMp%IHTOSa*@exS1VI8z5{dY*cXl)1E5`<_VmM=D(@Lb05`jqusfGV%bBy zY8}!teGW=x?q=o$%`PKTasLQZ{$)2je6DhxFuuSwQ?{?HJhrxj?RTWass94aX-3s4 zY>yE#&tjjdZn8R^^Bf7CStTdM$q3|RnHgyHiWH(=LMLeZlIMXw6DwBr{%M}Pn_^pB z+S(vUtb2pe5zK{^)Hkw~#Ct$8d^0~aXGS{db^>A}js%@@>di#Om|DB(4RlkLcYLg) zJjd|bkIYq$CCUh~Tl-C)DQdDtmog7?hN2zdcitYrz>e7@@AY~ZY@4T3ZTvn}Jh@56 zbjzV`e-*D%wb6NNXbSo@Rn&R^?)^KHffFPh%CB#MOcQ4$uebsCYq2%&`#t;@n{4LY zhnvF#RM1qhNlHH4;bfX~w-z0-?UAx9yH8u^uo57DWghK1y;^tn^=q(IAm+Zmw6Q&H>JtuZhUo_9n(vGh1XHF2&}B41pQI8)u~ zL?N5s$E0m@MQ@a2ciPm`9V||Y&CjAxHm4{9hW1Gd>t!d#C*dV{6S z^mEYJ51k8gvUWgV5Ls;b4h)zZ@0XL3)r?!yk_2*9#mffr)+En|ii#ldaRV%UTvP&{ z9}wimhmad@1$y=fw+CmA33&A&TYhI)v|gmC>Uz$tT}XMRfzR;Q8~$RzgYx2qxr-ZA z%thb1QjM!Da>~j1>On2#X9>$6Z$(3uRwPKt#GyBi5c1s#G2f;*mbs()*zU~Zz0zR% zJlg8AvBK`NHtn+3cWQzy@2?4ucaiv9)&;Ylvj*6?DJLzFh!i^XVT5D1+%L=wDBsy`(z^RCTvIddm&@U?+;GBbsA z+d>VeS}63sSnn+~0??~=D>;H>Bqn3+BA!mm0$C&?l%@9KNuWFs#$F&!tR|bm?0;%s z2F$+=Y4gZ``061zEum$Y1C*>Tm473q z61P%ibOhQewe67QjtZTg9$Ov}QESOL`{LBEbuJe1LK^lr$S960v{1=SmeK=B>(A#n zSZZ(_vI;jb>U9%Vg?=DlGnhN7CAWI2>nG}#`05~@EKtEWM$~q1a>EP#TBK2Lwdam)wcTe|Lq7C{W$XMg zG|=X4W}l0vB;ys}*d>6_c1$)ube-f5d|P@xx9VKe%x(n6T+~!AMHeCpC2x)mjT^!< z!`D|k3@||a?Y)XN)gNtNucwguIyR=RDLm&6$@<6Xu}2zr|(}- zO6}I}M(_RSWo&$M)h?W0d5$yctcM*817xZ|eA%~ZFvf#MObl~SYlAbGa1BV*?j>^M%LX&=}(fR4_haz-J#mQT| zRJ=SU!p#L!+BQ&drHjkA9i;N9TQo#z^U{>Lb}2;2h^t+z=G(_muEKQcN*rw(&i%#- zHyk+8;U9d!f|T0$(D9kTK3aLQht8hXe6h37c_udu+xGrh>c2nJ^)vITj(-7ya*Zo@|5$3|~ugr!2IA=0$s$_Q9M=DbcM z;q;+v#Zh|~9h|<7_C^xeEI_qs2;uE$1~+cZmVVMRNGL+=o-v1+5M#z5WL!>xvIZeL zt@>*6-2TA+r<$*b4u}oRGjO^gs?t+^4cdl76AsU1o_qqKYHL_= z^P+A*+MPjicFID0#lrBFOswz3I%oUZ-T%MobnmyOn4t`Ubm1*AjQ!x@ zE|1z;Vy(MjQ-GHTk(>~dU2bxL%4JnBJ7%OddAuL=vo^TBt*j%0-yuE$oS5f@^oFVA*_G@$(^JbEj0*nNX5g_!d`K=2XyVR=Whlm~P3l=cz1 zW<`Lvl17Vfm5pYQ5MLmoV`DH5jZ-Gfc-TGj+zv{mFUyK)_bEFc|1#Lg1(t~^?}%u( zV>vm(?D&-Z$X*c0c4DL%gJc3D5;8~^BoxQq>yw&*9F0wo^uY9W%HF^XjB=B46Ewv> z4}^Xl!7G}=*vGJ~;m>#&FGx0TAd9+pzIzX}Tw392g{5e3vu@obiSQ{ALlywpM3o3s zEb(FwzzPIoGSa~|fq7VNBA5Gr5e_$)(iqnV+G+b({GTwKTr1^nY~%M=NXHspO@AG+ zcsHy4fVd6r*OARM2vw&qJxSgygKo0ZSt$eF)PJ}obQ?AR*DJ+v0?r1z1d;Y4a77VG zKo;E3AHD4YI>;KYFrAB-5iCeG3o7-$PUxKWlARj)zVatF+s;7Q6l^pPb~-HJM5#!E zYa;fq;TksXXtY6m+Wu;`y&uMZ#UBfu%G1WtdOe1&?n#boQ$Kl8W6cwor`Y5E;N|v5yK-Yiy76PuU$42eizR=7 z0wl#xy$ez~BKcL#SSf<(f7Bgmw*4qWgSHZUg;jitV9v!%xZ zx1Ri5lP9-kqLWq;_=W2eTYcN)5K1=#c8zf8n3 zPl*?37Hm#8s5s;Z-rt39dW$Oyl^Y!=rv-DH5Z~>JvbHmNY-%=Ay(>`6R&FJ%&K^*{ zG0JfEB5CMiz!cp+?>%&AF(&D$D1MU6RAdHO0(9OTeprU`PEiMiV zP;G55IZ9nn+L-eazDKS=BLo9H5`E@#c_2bDI}&&+bJbVJNbG{^EtU~0CmA=&n}66E zY7}wmPCIk`3SfE9J{eT|OisE^PS*M+5;o5C&n5e;YFyazNSakqNT4CF&(a+`dSJm-&V}kou%yQM!;dH7W?b! z%J=c;LiYzOp?h^h_SdKU2-kO^mTy4S+}6krCJNI%cz(jC4BPK}`zs_q>}r z={7tInfCEj4CE0M1RpQWurILBe@vJ2+~UmLwtM%*l`XU49G=+Ay#>V`0NKY*?pR?h z-M%@`p(}{9n5&65qeO5|DgoU&c$Hi8!|}2J?ZN9&i?wz#I_z!*IA zuF+nBEdS!u0Ifm;mnN1%f#ZCfT(gNe$-$HFul7Ddmo zu6YF)oNUmlGm%DZsk zhOMoR9p!*m7=7|oYUuCvavbn-PVx751}xS=`R_=;TEI(y|Le%spBIro*RW*R_fr9X zM{52h%6?c1_?-YNEdgU^ zf9|@EmOcgm|B83U7@Z4?3+0)`z1Y(T|Ft3s7O5jUDSaKhI3K+{zMFdOk8cn;CCHT> zoO%kw&hxLN5l#!&?(rx+L@%DIA?>z0uv-i2sioP5T_($MXI`gx!SRuMwGz2zGWl&K zqFORfaUAXB7ag#-nUm|ae&6-@>o=>z8ss&stmo>1)8FKe!(-ITu}Gc2|Jy~8m1t!Q z`nCCkuT$HXFN24$eqTY|J^nW4X|al2bNU-^o!mG08!w^1GJSUUoh7+G$Mdn7nmEjo zxmobZ@)IKeBmC$^cBwgco}mkrpk!;F@TZ;bww?=@G|KDRay{nkX+4M%4cPRWbCv;v z;d4JNpLvu(>eL!+GX{=aGy4oQv*}wp)dR zQfMS7-NzrX+f-_5g`3HSlA9-Z$32N6NH*N4O385Ln_L`sTGs0c`Aqk|pL;6F5yP&* zMebp}-SWc?9FDKi+7A~3!M$F8p5N{q*uIo47S$GQ^pn``W7gkz2D4H=xbk`y; z>x6Tu*{s>SFkhn!w?011-w;VPS_QG7!z>8%B+8(>xGWrjRM4gB_Mz(4ofd|bohP!* zfY4B0jw6Mmff^-oFmS5WZPkm#@)Jwqt|$(DVb|i-?d*?V>8r`@lwmBMt9Q3%jfO8B zMQN%yQeta`+pqyOErN}2p(xVO)XB2{kQXlOg%_*9I_pi|4R z@==gT$PoA0`Y9C)xv=+Pa!otv@K$-ENOf8qCQDVPozjhlJhp12Y{vRVKELh-(Vi!f zi<@?^!*_1|%NM5@wYQvQ2c|=_rys~?ytvPNu&C@7P=d-XMH?r9^Cp zjopl}7n(fk+He4-_=)a+m^NEX$uNC;>v?xGp;8B4dj^=~a51{Q%jh4BPkPj~VBex> z*kW4f2=Aqh_v+(OMkw8edXY_)_V9^#5ZLx8_(JbCCGGoVVlqI>H2f#38%bkx%I%5U zjgNu$YWJ}02!=>qn5$U)m`}xNCsCnbsi!K4!sUx0yIoO~F!C}|g6Jf1SzKMD&7q{F ziBH}ZD)0iGtT@SM=WW3nP)Hj%#&_*+Pxh-@Wgbfb3i!3PMa`t>gPMB&V(u+>yR13) zA=VG(1BYcs7@^!o<~L^&_oj$?6O0CxOve1}`L?Oqjkzv&Fz-OJBx!jLa~1iVwvoW8 zENu9PIHXC2gut1h0|`q4>pQ=AN}c^^A)4&2S*#bRvJ0nvGgyplPSJ0_1Quh|;-aSb^gBqmY2q~9l51ODEBprL zYUFx2?KP^*Zd@RATXiour8S>4-vDVNXt|5Ylg#dWQbK6E8X-AA5G#QLGnF$LIWko> z#d4nZ#uh%#77?3`UUVrbakMSvY$(1Yz$QNsv97b_9sJc~?bLQMh+!MB-DO4ZxCyd# z<>(Df*$^_rbp#ppAXzy8^s{xucxH!l3}VG*QQ^DhP~r8x{Q~dA*9_xxDIP-8`b}7LrNz*uy`S&J)b&jjh`1ZH%BupaXNwz6 zAQdddGM{8a-H5Xq4t5%(~fbBn?R7Br_rFo_TbNhCXE2iL;B z%Ar~y79CP<%k~alFTU?p+OI_|0Abc8`H(Y5lVsv);b?84wVUm5h1 zg^)L}ys6%)78OMGOw(sv$Q=bu_f6yER|MuTJs*lPo@3q_Ad%tueSc&DO4%`$A5u!g zqj>8{Ce2_HH#sYqk=&b&eMW3;m#r5{3UpHy!L=v-No^*|rHI$~#HRB?%pA8N1-5RWKZBjgecxf(%tifjEN1T53P%M>s7X8o^GS zxp0LP1GFLo%o+$Tt_k&>c;nb;9C%w&F!@SmI?jz?W;Ce{d5&zl@B)>XpM$5-qcmUD zmi0q&;jWm-Wso9J2|ym{`ZTOEFPPn^1dHkr$9Nqiz|>WKLt}(k~V6Y%Upob#aaEpm3xC9jul8>P*eFW_$&;51r=s} z(dUoAN2YF6Q9?<@lz4-)9l4tjPhZ0^=aR`C{aKZ%i#K4`cQ1y1DIWXukbE3A4cG2x0A81=QQlv{ zX>uYKW1UZ`z-gpf8@4Uf_=3||Sg>7oNOs>@IJ(Dh!%KwvJg<>N%OXyj7#IYOjhaR+ zP(2IcRg#t0zuEwF`z#9xg>)GgkO6De6oX?JodxL70Fb@yaAjp%#!F-N<%&C(|p@ zYy;lmA73xPEk}NmNGGt&$2$Ij%p3JrfG9!$Vo1*Xe?Iipp??+uxzv{u;nIu*ABDe4vJR$`Ga!cZIk7_Y~!lG6H^ zz%D!1Dv}NK#*2~~85jAh+dH5^C;|~!jM|450Cg&%tz(21h!x4xOeUGFFM^k4jFwo5X>DBYTvEeWyNV&XYupL;*hJdzuGI(S-&YC<;AnZuv#{W}a37#lJ@ zh#TpaXvLHm0X`X)9H5jHp|>(kE~g)(ENg2BrVpM!<5PXe-Zu@E9LkG2!NXp7OZ$74 zYHZ;VCCMLat?Rh2#=iP1(>zOJ7;zhyC|nE5VoiDKwAeHb`^s_l^yvR1?7O3yh`w$i zgc5oJ(o0AJ0i{bXN+3W2AxKe>E}#aGBGLp@suHAypcIL;h=_DS=}i<6ODKYXARtQb zD1sty{C?kC>wEA0@z%QQ-aB_@O#+iSbI#uToS_xsOC@vMQez-XrX-Q2YbQZ+8u?|j zSROvWM)Iojv+%^AlnC8Oys+G2xBAC%)8z&5Fkm7vo!&9oq9*)-ACgDU*ay-r+%bH& z1CCYphHfv`F+EIpy-H7%EvG)F92j694eB!ELFp4MgA5DbYp& z^WA(a^LSO0v3T4fYBBc8hHEe;)Aibg#W?;~8gmyCdW|dgEN4CQF2oZkZK!@F9{dA`Fwf-3?K4zoqBQ%JMK`yEOoaOQc>CZV zel*zg45T?q^=zX&5U!RUP4Pu%vtNQl5?hO1Gj?9U7XoA7e*w`tSo^E{kRfJLMRvIC z9y!L6bD`^dqkfAFSK{{be9DV&fl2;OHjo?eR50@>sKLqK-B&3S;f#W;61zPzb}6t*RI! z8N)u?$^{ivEwZ`4O|?%`DCLO}rj+y;?q*bbL}m-&N`*1{Llf+UlGyg3Ze&~`HHnrG z3X{?tEI<_#ZJFUkUGnmL)(WM+SqU9xbtOI;+;1ejyyNYesyR{)uU+tu``PNSzN*0$pZU|uGv_?XlT<*2pTpA#%+O~4aZ z`0D?{lHcM#DAKrNh_jiwcICaK0xrCW6b%cqSN-H_Syy3l?0ei&U6o~B74qXEk@GE0Fo$bKlN@%@ z^^Th!G$||8wK&u@ZsU%iswguiS|KS4ET)XlB943$ZC+|Fv#cvKxj039)65#ga%h_! zg1;X^z8_Myt*6ZYVR6QmiiZ638UBD~UxcvqvSt z%w(v4WR{x4t1-dCItt&hg)i{J&I?@k%fuT3)nZT@D5y$*MHb3l4*yU+bU>3uY9TZL zeV?6KWoAgTL2CXtbJv!I{~gs2S*h1B?PhYV%_x!iu8WY=;wX%@Z5N_Q7`VC9h2;*+ zc2Sy&7%9}5PJykU1fr35(Zlm*1bwD##mjM=_u(oqc@GVaXwWd`5Aw_l@Y4O(q$S`N zP#>sSaRMB2-c+$()p6#H z|Emzh1b)8i`k>x|a8lU#irvHeBF8EV9*U2P*hio+d$Eii7AM8uy!Jnp)F7TwAq?&K zkola1AC4TUk#$%Y%Lh}1?RUJbp~YJFr%oaZ;*a|inB0U(bH=px4EO-;)CO%aD(XBPKu07c|t>+Y7O!MgBw~*Edo#!bY%YWl7X=);a>4CBI54cq+3eJ2Qxg zY|Hc@-COB>uT-(0>2aN3b@5)a{xTgv(>t{|M7Uq(9oJQuyEfaI2F^p67ang{S>%5j z$`ZZ#i&er?NN#gcrJ|SFfDD)Q5pdLJlpqZ=Gn5mfIh%nv%U_~;J!COg4gZ*L=%lQs zY2Y}d^fF7_+q4Kmf?ON{>0~|k=_LOO*ekrq<2f$E3EOrNyoyav9C-%B3ris@g_PTJ zyv~J}-{KyNCuiM+PE03F5D|~~KxVP(XQKHucG!~7V44k6VkCe07RucBR>#fDklCz= z#tAqYb{TaI!{&Pd6yll>R+!egj0jb@meqU{B1n4R=u;vyiTe5R?6F9qeVrkHBoNP& z%qt0T>%jYz?zTR&3sslCa+vv9w-7MV;h8kyCd>1f54RbTMQCFIywFl^q9U4UL&Jty z1#zb&?dph{z5 zgw|cPx^}%wQ*(%(k(8U~6U;?Z=O+Ra>t)7vxQfVkz@n;AHU;xhtgI=!xS?)t@4R1b z=X<_`3qH#>BMk;kr}4_$#9a+z<+}Uly_KHzxq8FI#vdkx;e~~Mc@XAiJ9mvsh1F?H zF1Gomqv~8EwZ}b%lrG9V>odMYNqmcNk5MR%&v}2FkrW1-fEZLOdkdZKQ>@Q8@BN=c zl$5$cHt6m@A9{#I;P$v2D->}ix-F28Ae9R1J3}=CQa%zeMa-7DCPaR>$9iB0!0S|YbbvdPdqW|U$5LYzb{ zo}G&vYepHSBhT)}h%W}ObmpdD-JR*~Z;i6W$r(49ho)l~X$U%Bf*e#G=aNoTq;?9H z^}ghv=*MxZH^Sb5@CK;bLT+i%r2KQ`Qs<)UWE ziPdt?xw-b_D^VLvjvB-GpF%QQrys@8G*p=z-6NAK#C-o{V42tIUS zK3-pm9Hx&QB0T00nAdNwt-%{qDW_!zk!W?vo{;4knu4VV>}uHd(;UF<*A^TID>(5% zPa|RdSY?1UzSJLDuWi($uO^v<6TzVCXgxpO1m!d9l^{=C4&qL&=4VM1axI8e7XL^n zivOUdxr@ro`eW>aqM{(wt1`RnO%3rG)ukWn%L+~>y-jfQ*7(jONfpSIvw91^Nqh3FYU$?bKpfwH#nx_7)z18Z zfiQfj&BWNG(ITFt;ynS)OL*K2TbY^EePynPF91yJM+LdfuMwCtOMP4Y=QotZYbB~@ z6iN@~WA9XxLc@b%EbraZx^FMtT2$Hq?az)0Ie&~}hKNgN#-&4C0{I`^>4f*%%tvxvLO$?N zK~WH*h0@f7pUuW%^G4v-hoxIgm?Gs!a1a^@fbYg&nr*XHFAp3JwUz9#HP^(yE!|^A zcrOXs^6ZLMo_bvzb64WFkZAWw*)p;hy#9t!xSE|12`yv0?fcD!N@kQ%WDhliCJPdj zuRo4`u%n^j>4^*U<4DZ`@SxcQ9GrOvgoW`u0~gWX(@Sr4Ki(|cp~Z%497D*{@0Cf) z`?8ZKFvVdR&1$i`i=BXFx&pZN-s}+#7RK2*l95(V!O!^&Mv^4w`2{`~9bc;DNH>l6 zWV%~(n^E?G7U8S2xWmzn1el`1J}bsaO~(^^qQtlW`j}rmZwRgsJF}oe8f!}ai}0wP z(f*No?A7ixOt90;X))n8fcAvNOb1GHU=O}AeP(JTEL5(9>)&LPHvDj^aD)8o1a$3~ zEV++(EJ161P&W5rb?GY;R1x{NBhIE8J)?#zNXK-tIqBrf8^Sg}Ev0sP5kYcF`4}B4 zTa{_OGjO}og=PHd4i(T%c>F64AM>qFyg`s4dWNDa1CrMP?Sa1yvWf>SUB-^kL~%?_|$IeI3uSb}ad9GpSrTGQ(EP3pr-z zJL$%+ckbr()XVJuoUJyZ_qa2sfEAVw8K=F^M)a6VS-I$NAHLIgMAn?nCugxVUK3x* z^Ul!gHhbTn6`(ll16d?9o)%kUdNO=&X;vyn2<@wys=5k^-HrCy7H{^s=MK}0`GmxX zJD?5jLx+ikY;0&zO{7o{Hx$GBE$Mm5)tNL#kNF%(@_gou=_MA-D#ug^&*q9m0=kx9 zK)+PLb+N#*!`KwDt#-zD!_%TvKlzeuJC_3?k~KcbpYH7luM=VxpS3B@4H6Kw`5+lH zpz1)pFaFPbU^D983KBz97z?2qViv&?N;mWKp*niVpiO$QanBiXNvOgKhj}kJEe#@A zzmhr9xGXBr9ULIHjSc2;_+5tI)8WyE}{Q+OgZ>x71F6$95~Z1Rnh z=idL=_|Klg7<`9f_jTy|Fz8x^3;@^6TM=K!2vkbGDm6MVWx;ksbdn;k%V-Sh;k8F; z;lP_viZD!7GcnBSm)xzz&sLqc5zECMxa1DhP#crZfXOL$nA zdIMU6l-gpR>VYMoWH~NZ_QE~TGjPB|&veNDnA7tFJ!=42(1b)l9h_nrq|XzqBhP@i zU0swiVPg~ohx zRW&!+H|^fcq!DW?M^1fBI7sf~+_c+L8Sk_3nl^OI-fr>cr&Wb@&9^h=Gm6q-+5i)o(K4>LKY_(fGJUW; z2PdFv?_iGlwW~dqv=C1SCv|m-qjY#z=sx7&O4IEJkT6ZKDktR73&-yVmK~OlS#9cg z5cId@xD#Jym|M2HbVM2SW8ZXqXJnwEd|U_uXC4Rk^@NRW}St#>HO?Ttnjtrn%f$UTyVmTF_4jNk>#s3S|%p z3vof^u!%ZjUY~PI2n|b+o6e$N&Lp`Cd|7^on7FeEFuhAyUqQ=YddAFXEKpBaUpL!9@9K_-YZ8as;A6_CQ#nG~ z+ve=z`_0m2YpUH!05Bl zWdcLJCn?k(R<`qn0oKNJRA&h_)uBI(Kct1f840+=b8@oI_ZU1yn9fxa@e^cG#5+8s z&@wD5|GtKs^Lxb@SO9uH%66}a7wit=te012x*B-+Vhja# zlH6-d8hy=FZz+{nKF0RM&8`y@K^W@E6fSbo?%G8Jv~h14#VL-MtyI^)s&wtwu<3#D zp>4Xz8@gL^<`%t)4Acxtokq$>i!S&S3RC+Wv^-=(#?EJ3eZ(A>V1E)MLGQj=$l3dE zqdZ8Wtb1$tW%BmczR}n$cgWQE<=qVQl4)8`qFI<3Dt75cfT57ii*tE8Y-(1!B6l5m znWn8t$32X_#7HyPeCqC-<<8y6rF$|9@VJZY!JkY!Q)9?tW)c%Z5KXiClj@zcdIp+V zJcu_OafkitQX?)R#ViL*QNi(Z4Sj=jYCbzZ-h+8)E&&X&{~7-0 zR@ci|DFcbcE)z^^E-M*8zQ6ksm}($;K%8K1RI~z134zyeQ1tr+`q)>*j2Vu7 zDaUA;b^9Z#{x|DwuT*c)C;oJJDH*OgeELBESFYUEqSs*|Pp4Y@#6w|#jOA3}E4oW< z+hbJ-z_~Tlb!^@jxXEh3@yV@g&MLryD;%Vf^DtpIzbBY~fbIYg@O{}o5yom(PNbeX znE|Z6Idjh-BN>SM3MI>gy(l;#-d4S&Pk0GUvJ`pFhgfWm_>tLDnt2Den8qmOa)d$q zH5PxQUE0kg%a=;VjORN?$Zzzy9lHSv_l|_`BCw#CUQ^)05coj6-6aHiw_jOmj$4_y z@KVl=Nck8Z-6R>{DY?ON5|Vl_h(B${K7%sRrd%9R%Vly+Ye0pV1FU_Or7bZ_a1-n) zyvg)Cn)4HL#Kw-ojPQF8S8Yb~I>8%0d@)s{Z_Yd8RX@C!9{{(eMZDY8Iw^_96XX@$ zt8H)#b0j^UyNbg*F9a}?noUw3RBLAOIcQG^Y*_Y%l>7@R)C;MZKW0li-6myw9UP4U zn@lrXpi!0I59k2^y;oO(Prf6k&?MA}p%a;^n%;q5VB`TukXOucD4n&vCAVz*oT}?~ zy6GD^;67_MwSG_Bov$$Jq2(wKBd%k^GR?h@1py#w#K`pkisfJQ_26^=0t8SHd4)|E?DPAgC}vl!srGCD*J< zI|&j0Yw3@U;Dg4RkW5Wo1#Kvy`ZggvK`!1y$$P>`TX`t;cK!z;H7nc$q!cEC-|!D2 zV2!5;&EJ!nat(c92!AF>L*y%>q67fdQ`IQ`b4c>{IBY6mqz^?6Ddnv?p~=i$m(g4y zpa{779vT2&)}K5$_&kH!8!s5L5)+2pZoqePQP^gm>`7Z~v(Ub?>AvF$$-C<&nGKLk z@fvmXa!mW~83J-tc7-eW;fWZ1=8`l8a;~ixVdUhciP)vgB(UClo{)U;c^&P(t5vp| zDFkX7p3$wBUVP`-KkjEnCUovh`EAPSd+*{@-0gF ztydvP=JE>E`zoip52mN&9p~dg3YgDv^*g#d5v+Hs9p&$jop4mNx9J2>(N2h1qxJ@P z;J5c5fnQeB%XS1lW&yxGUY6bWluDvuS5RGg@iG1KDhr&KheFQ|b?*OZ z>K%Y4cwUDMcnbk9WZ_JQ&!7y%21_WPCiR!H#{@(BRVeM5**7RhE18DBw}SxqsYL)sZu z3&~4Hr8Z-4nXq!|ZAsBj1vaq;eX5Q)zu%osN_ncb8W-rk4r(+efDk3-_ft-?E^j-c za%3T#;~W&Mjf~Cw09mXbrN&spN7j88G7BJ`Up&~qh-%^Q^v-)So=B;?9E&r-Mh^e3 zeMWwf|A+nfJz43ufZ2)28XALNUT3bdaGAeWw!SxU>{Ee_QUv?oxvj`f*j)(}Th@kt|3;C)*H&6&3-C-#N^Gd$vGmDKMix)=X& z&7`%X^ly;Qh2zhKL#j^OcQSVZQ07xQ3TO_p$4SmHxbp)jrvX&sc^kF0SOz2sEb1B? zf!fLdOWE3Op(dm8&-XJ?b7Y{uvLkEJLq*NuAL`gNM=y+q#g;oUw_eZL?)u17+6ylY zpHs-0#^(ZzSR`>|QaATs0zha`zdu;lBDf@n7bJJ1kv$vo<1<%G_`wDG!^tz_H3__N z(Wfz^^}1M?3~mqU*t>4 zkL9*AP*XWE=2k&+pIU2ylL-!cN8fuV4r#;Xe{O%#CtLEo^CNrm(kq4}|M>4?$xCf4 zGDSQ^>KPgM+Eb53>6jB(flp$O*HqteG!En zHQVnco4;JUAAKj6$>RzS)w1obS=eK|>2bI>MlYgyPXU(bY226HcdFaocR;)#BBMJ~ zLw|fHEcgx?;kFdK-F}C%XP9CzUKB&E5BlfRa~u|>S{bCAAqbeVZMBUvE$K3)0wm9W z#r1c8^*Z%vkTq8xC2rqCfp|>3KI5dF;KTUn38=rh$soGU>R_-xe-?Mz+C#684owA~ z6V&tYK1F`EIdkyUbhz;X>uXO~5tV~RVnQw5M@?m#x#;0>Wh>n5!Z{+>J+O0XNj@2G zM_E%!PI{p~N)gKq6NF9ln5iLcN6HV*roWPm)>9!gJ|dU>8I7xOk25$@C;}o~r;^8( z;9($EV*AI5az1 zAUTDB%YQ@);f_q9K(?*NsA!3lAY6w|6{8dVg`g?3>7!oNnd3T%` z_nZq?XH5|tCN{s;S2yI)>yuA1?KJDe;LtWIkR@!18hPj5u{-W?+;NZYX6>2LZwW@~ zR<9k%YiU*3J)(tEYkX?7xdUe;``Jp)m36S89$cM`S^QsEDJRRCs@F!aygV@s(E-@A zzV|z<=C1TuKj@ke#fw$VU)Wg1s0UPbneHyJ|Abn!m{5-JnSqrr5F6rb%#G>>rn!mRRtM`4u7Hm_?uVKrW?dh^;_N|wrATA!m-}c zMJKRvIZ`Y+QUbYd;I@L14945%v1a$VJu2)5K$(WQ@2^mI z&O-v;h6Xp4bc^B**#J_~jl;i?5-+a~i&@r49+id`C@*2FmtQhE`^c6ZHdXr4uZSQN5??!Pc+4#xvhVz9>>~%b%wQeVrl1s>hb754iW~G0+{zSjx!i&at?u6!0vf)% z>B!cpf87=*zHNwf1<-HnZls=S+rl+~9SpblCkV&@9vMd2<3wY=1hzES;ueruTAMbP zaT9r*BT~geR>QN-?MeXhm{v)Rr|mGv2(p+prT!ef78lL6^28XFhWpE1t5i{V_1 z7i669pidztD&c=G2pek~PwFuy*wn3hv|#xu5!4dO3Tj=!gQ$Lb7A_ODL&)sR@U}hPaw&HCFU!Y6_9wsj?DwSU>+Ve9s@FzjE!eZAE&3Pk zN9KRX?FBr%Q#Oj#oTGtaHW6Uv1$HUVwkm+a$4MKtwI_Xp+w#pxd+{5-#$s{ecaR8a z13J0?7yLoe<)LR#)vKktMl5J(v-cWECn1*xmw3>U2 zkCdf6kXw3*x{>qGvKrrqWA9sve7ND5jbf3QKcT@^Ye4>Hsz`Nv!j*|pKApwDwvD}Y zX#b-s*Yrmj~*cqV-OrznGjT6-LyZ zL8daoMl>Jxm|NHu6;h5^VX7){e3&tc5(7CXB}%>tAE4&QNshahNGFX`dsgvb6z=HL zlJnPfm|fy(Vgte8&4}5Gu`Npyda>@vqb#W(M~ljM+#xtDYb$nMSiEfcT!aX$2QYT* zYLec9;9v?z96*%;3g0egYB)=Q-U%Rkk!`;0F~p3QgRz5yiKWJ6da>`PI2r$DuW!C5 zJ+J?Q!}brXjFZsxsih5OV;3AE-NbmUuEMHtpC_|}J?~zeJq7%v!qlPcM5&E{FeOsS zJFn)s8NnG{itiN>y?YZn^bnQMlgRL%e~qdK?l!y`K?}5wO~=}(Q{d#dDA1kqapS_} zc=(cWp=~1kX^YOSzv_@2g1e>w#Ma7c{cX0~)a8zO*6%ymf@kso)dv{Y>5E19s!t9P zgyQL{9sABSfJ3iNWMJD9NgHp>y6R;XcGw6}=A~#1`&A0uL@s3$R~(9{q}C8$i|yN$ z66tSooH-n}%d_BNp46!}*ju)r`+%xy^C3mB#-YZo3zaj?b(}RNVwLq?f*kf|vV~e( z5bD#H7<4! zls|tnlc=7Twy@f-AYDf~F=b!S?|YRTx1_$s7i3r5{gUisZVNEFNm9@Rb1e@&KvZY2 zY@pqDgtrpM2p(CPpy$RH%P0ybOgugUmyre;Q3L+0;!xOVzoS67g*u0CoR{~;YsPdc zWe-Xn(SH;yx(kSrOq5^kdXtcgrlf2h4z%=BOVUtZbGLyz$werKxBcW<$BpI;Y^V%* z*%YWmPL!7EE;b?gx$+WDd^&DgNtKQ>s9ew1LenY&yUT> z&7xi@!hAG5FYzOAZKlo9P>j&h_BSwLzUHpHe`?ZY8oy`~2W0}6vU^u!kXplw3d^Vw zrZRZhlTo%PakVKj93K~oz`$7Zv34PuNp^eIXRcdkZa>6+GsM4%vMu{0^RiHoMOJ~$ zHt!S13a{KyUUcRg8HKNtt`BE+vIs%_WY2N8E~~dO)KznI<5v{*^HoF2GVW)R- z+k`vaUI256rKs^w@C&dX0Gj(u5L&Mu$rma=LypK$I~l)->2c;s*=b0+r8qA=06hqO z+ZUcK-?|1e^g@9iu+;KU!i*>SMS|4XBux3uk*~>-4`V|4w?M2j@a0#4YOFT_sw$QY zr4Q_Yx)dlQcsg;u46i4L??o-;pstx^8l33Lw;5BNKTjb94>kiiEJJr4C1soT zo#8`r0OTH0GqhN}w8208<+`hf-+ANHb|#QRLO!Yy@OQzIDqBiD$6T%*3{452)vMI-I-qT#C0I_0;Hew?E$_Q^ z=6CDEugUv9gyrF{#z2erTar!A^BH=ruCE*v`J@O!NhGLvHm5ju)fe5|WlM@cm$Edu z7n;cdoOPIF8<*e=iNqc(j4->ubbI@X$@S+&MxOH5wA3efzIB_8{`l{9f7$FmZQBWX zA{1yQ=PN0Xn*X)@(KAFp?+ksXC;H>=*Xk~QCy{iWF6lYx=sA7X1=>V)aDDSNpw)SO zBQ<>|3BT!A&MKi5WA&BET1c3`3Tna)SAU;acXCWweR`7hbqmN1D727IPmGe0DH1nE z{|lzbNvrn~63mp<;|qm-zZqA$l-+yIKVjsMhaAQknS%hGFeL_K79^sc3g*_Bp<Z++cw9&vpFpJp8dH7e9(m@;uVH=A7Wy`N zXMS-YOUYrFICI1vZlnigMPPgljSKMDF=x_-Z6B=Emu*O$!1DVYb%_dp4AI!+X!4Ha zAC}GFsoPV|QJ&K2I`PAO(28)ok6iH2FyjPTkRh-Tyn`Ijw$WX??E85+lZ32ELVb(s z;CeS|9KbLY@o8;mkix$6h}3#B(gP^sHd`DkMjyry&*;%t_xC{cm;$2dFwhUH!gh#8 z9JOckKlq^XSvyHq$;gheo}`hUdh&KLSxZ^&4NK|G>O^&Z3-QF^8@E`WD!eov|NO80 zMsuwdCHJU4!4O6&H0d@M zSyO>uwo`B??|2*&`(|36W|1d07WV*5$orL7(Yl1Es=8RD#gua$3&|B=t>=lE-qXP? z60eLAwp}FcBZmgpsqq`S4@v}-%v(;S4Jop=xrr;>+*FQ1dm2L0KN@|=YVEdhD=JLo zm-*{WYb=LK$#PxIbd*0Ek8!*sFp1YQL^H>yDHPNeNH)ArODk1H+vRvPYYXm&sdClb zlk!#*qn}b{oD0fma42kW$T((O7$I;V8wAtg;0xqPoj;KqmGRaPr!M9FR1Fs?DgP1@ zOb|oub7$$Z;?KkUFUwB6x5z3l-o6Yu9I`OvA_`uGNuH9`jkd6Vnm4bgV{_Z2Y9Nbo zTg-=9Y$-Jc{{g(cYP8K7+<{%sP72Rc#;4vSC+i5%9P`N`^Jny@mW9g(1UsX;Ms1$7 z$35)(=^OLYO(E2tG>tE6VhS7S35uKMVu=L+1(l|o9k{A5_|RbUAFtaee3$i(@2r)* zeNm#%r2pjA*-m@}q1#Inun($T^-w^sEh^(*CQK_6=Iz8cx2Eiv9cKlHNG|b6EQH&C zm#@G2c)qQqXmXIThU#CZrI>C1YVeF)_(XF#GuBVL#tEceg?m2D2`jz>05KVNR!5#w z^_TS`&O6Uh*ch@7YmyZs$AP&y*8n=h z2=>x}3{elirzQFf!4Me2N3W4Lj`{ghy=Hi=O5Mh=O>9z}GILZBysob_znebKb-OMc zc>#D=UJED;L>%g_JFZ%PUoLx|W9FZQ<4fcD%5j=dC|F&g=D78R#6j&GwKto7lV+}kzY0F5+IQm2g$yIQJ~R6qr8A@- z!+2W4GPQ{2&rRyP(i4LAm@DI=xFzf^_i1d8WY)@)j$+PT6M9s$3_?!f#&V#lqN%r? z7W+)|85mCz zu>)~z&8Al~?gYyY-vvZtICIG0_rWfu7*ONeMcU_#$2o4&guChSmZVGiIOG6*x__>N z8lMzvAuszcYce$i#5-?ufsUkps_LqyI#0?1_L!_kbJ5en9eacbhoBbM&#}51L#~gV zQ*U##dP>1E2@J@pb7x)TtFbzbTYB965~_z&xy}3o=2-RBF9T0A;C|X?lgSl)RK+C4 z0Z6FilrON>u!#Na7JchJ|9&vG>Z@R$xnJTgP!~r5H%~(#dVGwiP!WY$j6tk?4ADdR;T#gSfnirUQtlj5-&EiWIp3U&* zaen;B8j!Sln{C#q@u|!t9qlK7e%_Y$EJib{u$t-i8UJ-Am)EhB>*TC?0J>^wq*6Gn zrH)Bjd@Kg?AVSDD=8xB6s$g~zSsvfzbBa#1f+u|XG?w#Fu6AA=&AyfwY)9#_=W=5u zR2lEB3wO0To!vh;&Zy@|}bc?rqvh|%t*H`}v}w+!`3+M#t5Y&(B)3I)!b1+r~fg4~3egsaVZ zPfPj!kJ1OBOwF?(>i`e*j>E`cj!i>jRmSalkBO3qjx6Fw&^o0Gu~ zTflz3l-cy(tvCRiPF9E$tQ@@Fiw!ij+CG=%*}RL?%j8eW+BBcuvxxvsNKs*K)DygZ z>0)NKo!kVx;0+D@lUYgXs>1VuRX;kn(}g;>h?QycG-koki`$ypU0FkB<^+lH_iQLU z5)0GC!_ZIc8j2DXn;&{{7938TXe2|YZR%2qZs5_2SiN6bwxl_A<49JFGkZnquBT|* ze5eS951mhQd~XKSvNOp1WeajI-*2Qwf9{`8N-LCWVmAWb^%^;r?Rc``Vg(R=yQwU) zMBMU0#!xrq8xAiIKeBL}sg>4rz0Rh>^pN8UQ>*lZeWxpX_Tz0J0i$+Itu$ZA1;{h6 z6|6rA+%jP?%CfqE*p*7N{{(lqEKf3jE;&B!o+vsYTZd^!tJmw6sE%Llk&DoEWZD=E zn2!zW3Z88>S{3LNh~_WF}JV$=a>-WZQ@j{5A zw&Kt&36u;-C-z%;eY^y=&_+Tf;ZZaUNE0@e{~hAl@^)!qC}pS*YZqCp;9BN~_iSFw zCYf1ll%R7lzpE)|6!1{?;3 zoXC%xc9wVuRQeorzCGAC70wBu!%@HSm<>Y&D^1wA&#jkt7 z`MBp}DKkUuf^idJMyzcaYilT2r2Q@gcvF@j#zcKEgP?(;X06JKQOIWAnb2HstXw2R z2Y(@g?Gwu}Md2Y**=5)eiH^?o8x3Xd{hM;`&aS4b z&8Z}Ju9>w_o~BS_z*Jx5ou{FwP_%70LbJ)q+*r6)AJ!sJt6%2g*l~kJ{m}!pvFs0) zrS`NFxj(sbZjRovC@m1KR46?evvi{?*Rz>4^&Y7IfcPQ03U7q|<^GqDN9;BS+(b{^)Qo8hmHFYj zzjhI)DmOpbs?3dW>Ha_vD|4o=Mp~((t015TrZCWStP|6QQDqEEpADkHBl3hlP2OKp zzA`5)VcO}$qSA9CeU=<$&lA`%?pnNO(m#PXWlhrbN}PN#ApX|txO}j21QfOYyHX%^ z>)^+izh9+~_6m-+$2$HTo(9S=bsQ~ae>nQHbF1}eEAVKg`qtm{j>G*gHxECYHmou~ z`YS!@6@8R`sMc}RyXE-h=xg++y`x5{zlWzMknKn2x90bbMAB6rFMj#!cgm@SG82@0<({Qb|hEhh`0b*PXP> zf9!pmp@si2@35&%|JQx^*H!=PCQH7QjUEmL+OKSh0LMkAh<|+j1DK`m$y_g)SWLgF zeZ1G}bD7rnf8FT6ZdEP7Ui|OBLn7Xae>6MwJ=J$75}19DifOg+Z@*IqOe5a5khG+C z%o>`cfX*i!IMwc6eBy)Cy(Ee`pe5&tt z!)>#ME9tE^O22`nfvrCAkHM#aC6|9oYZUGBZ&ArnB~CXjf;Z|u?`iBczq|HDU}{Bq zxNX`F7{=PBslYJVHa!dsU)rVxrdO1|0{ehr0oVr&E5JTr*l3$hY;{&{Jz5Fxq-7S| z=ic+X{WJ8#Y*ftOMz78GD~*Rctw%e}N6)5?#y5^6_HMnOJl&xp9&q$|{V2NHsl%c2 z%hS<~vnzY$KcYS!wD}&oHC(NpXms%Z{8VfGtoUAeYShQqZN6Xs_ww{pt&Ot}_R8Ny zef-|$yW`eyy?Ub6!T-OOo%hNsqdtzd`L4J%gjP>9JNQpMeZGG7Kg+9bnk^3R*3UkR z`uP7$H_q-vef;C5+2Qc+|DMjdH8eUXt)IOc_3{6iZk!#6`nc`Z(CVP{e@>l0PMZeRBSXff)`Rr@o6R?N8|PUaE!Dwo3#9e=)VbR2#g z)*6rczJKa>y~@1>cn%L_16-x9!)%RbyDfM7a>-V$u*>J7Xq{E-eKhbvXS|S6|r~Lyfw=OgyS~Me*dZ3yYYN?y2{%BZ}5ms@7EUihTqSi%6GMA9(c9YH3!zkO)LFP`pYPL z@#EEnxv$cvH-fA8FTOZWR`j(neNZ4UJDfjKW~Dz_zcK!&@W*7Git?w^f41yW zdw<^^Yz*&w{Muye@#Dx6{O~!J*WuLOJ=(_3MwLoYXmm&$Pyz3E`&UP&98s1;QJ(hW zF6k$w2c?~UXdPNoPs^Pw_;jN@ljM|@OO8undvSgyGG!n5`sFWF{0}Ol>3WBc|GYab zS!;1q()QHzm&Wj3q1kgYU&IFrhF_>mMFT9|^mJ*w{_GK3xLVz^$Ka!TL;!NV8f{kmx zZwS09^830feLfIH-@hlhD;i_X-_SbnZYGRFQ3-C@Gz*M;vhTOrg@)Pij?FJ0fFDS0kf0 zus7jm22_vZV9C0G##;Dw{uApT=io=h*#QUFGz@c< zADp{5~yaRWjv8tnE1+)nM?cKWIC-g#F>Hllr}9sF%)GI z70IaX`YS#0*QDiEAnEr8&)QL25l^Q;1Wa{#2Op+{o@mIYUzS_W#f*se>@nWopj{No zyLi)k*nxKOed=o8zF5vh&QAb=|Eu-E^RDg``%W5A>xXOD0fSamdh7P|@KbcX*k)RR z>dQjB*WXR<;lHQVU;c3z`Ta%s$3qpa6KH)Pi51W-?t4Fu`FABN@>c=+mY(QU2ztoG z{Va%mddqdV+I_p?Yn6lh*E@0-WnUQQDiF3A{eMvy9~g#B|BU(5ve=}IanFnZ3A#Z^ zN$#U(r>tx6wOz(=rJ1m_ldMx@AM6B^BP0!orXpd81yB=TTiKo7jT>|Qgq=;DTRH~q zhhxc2>A$vqMSwm?^QH&h@{ab#RFrIYY@;&HguZa=dLdiz`$VU;$5Dvv<~t0j-KpIj ze5>%P-}O*XJ5xk^5KxX+vM80G*-GN~?5sid=hSVPecC zwFowpEW(SUix0UwjxoV-O>JVu$T9!T|0bi}nA_l?}LTU$%0yGF6zzbJsJ8N2zL#VVa9N7G*F&EYTv zQn=TdKL4w#k*CecehT=6?h;fQ+YpGypM&Rr5%!M3nMK{UaL2Z-PSUZhj%{>oJ007$ zZKGq`w(X8>_kGg+o^#K4zgu;y){oTMsZ^e<%(2HDW9&V#TN=xw4CYI=T_ujFo-~)0 zr+I*)?F;q6aCZ6Amb)H@^&^?HueETu^0S*vM7p{KE;;nQyYJT6=P^tg-bHI^l}qPu z($%$}NebGMMl)zGYcaqqp*U*{#gW|zna%bD>a%~7RU4e0Nhjl9KtIL1XUE0+T^ydy zdReRxow``_W%3nVzP{e0o{UJuR_eMT&%Kh^_uPpAizLP3_aU|-IgneOg*b_Bq%^=k z%ay8hOQ1O~o|xf9NQsKEyk-ZwDB8z6O*#OcxeT>s){A2a=yV`<*A>?#*@hB({CO+~ z0wO7>1Nx4uCPBh=69aCX2%OdHR<+=PniGguvXo%#VG#aoH26Z?f8L!oWz$o1b@sI0 zW^sryahM2@>n%aK#bC0Tn*C@s)=h|w2-Jae0*0gloB~(_z#}uP{HM|zz&!9((Re_+ zHje`sD^@p@deQmo7eUuW+SI%#Faq$!m-gt*1oVr1 zHlU8=Sm4->#rSR!mt}!}ryS$u;Wt#n-0U}{Xu|)9`sS98SA7u#c<=;Z%-fUVd#r?W z_4^-kJ8WvFPX$;#g!%>h;e%>{Kc_lj?E$CM+mYY<9cRu<0t_(N0BcB3q`UIy5`tZc zO*WnUU}$u*>qy?MQ`H{0)J~t{Bv9M{(c4?=WfK<+$(#dHkC*c=?K~IIyAy!31H2$B zZx|lWf^XN*{sfd_IKD%uGUb2UgOU#0u-z?&*OsPuX%XoTmrNmahPE*pRbi2R7r zphbybYW)7a8L5Y4wB_4u0lbNC%(|`UY0|aE$aa#0R(Q@zWET#T@s6C^O zv-xd=!`yi~2=2J^j^4l5?$u`%@6@5{QyMe-?&+}j{G-b|U~(U~k&^_fOgkcb7sT9S z%MeGj=I8HhNqn5eo?w$8TKtTAjzP{1ei?XM?W0=sPQKpRd2ZWz&u>Dx@%a$uLges3 z#bS>}pbkMMztuk&fK^Hqd&8BEC9VZ&PZzVY;%QPYc=+YT{2qexY$)?9Xz>^x?uFqMO*CGm!hTnjD;yShzsIN()Eib z$r`k|wvyREl2MGSQo~BejXSrjU7B#FW0`L4o}0|W)26lLi*y&|yHXuiB#h4B;V|B- zkYd8~)80x?j-T(W9>odo?pI5|1BbEek!ow5%zI`|UId#|Z|5Ofg2rB2!du--QJ%N1 zOy`$ZbiWcz@0NeSWz}tarkg_Q{p_kB%7qYM3+Vh#@~B)0y-f9VcRcCLzola3i=!c^ z`pz?yXxNH0_X@5L2;;wqy(;hBz8eli52=NS1HeZE3?vjH&V?`(Y<2DM^_lDxSr^rz z{HRhJrNRfvLWk}s-UDRiLiDa&(3!LrmiYq$dKmBJJ^h0JaKmT!d*rxW?;=0eDzqD- zgWV*V3!;2K-?v#|S#*GI1+lX(o20X$2JD#d&4F0}8)^&h`HeIOF87D<>FtUzazr?& zZ+L+k1~x%5Dihr-NmhaA*Sj*)7E#nI!fp8OkFp{8y~~rUw%Cd;_?(=_W<_jA)?X|q zYf~s+-Cnla^ZTSQ5YSok!XUWZICfPhlzCLY07?yXJ&MNT+!E>@}WZrj#U4xvTh@$u#{T+<;dZ8`Zm5IK`+sac3K4;@K0hIq&dt za~I+gNZ%ZO-)I8GFGdK`p_|1zeD!KHm;NK;qS?Dk?w{fWki74Nr|k;f%j~!;*0sB! zmNrzMOlO z=uu_Y^;+}?j)T0pnlNXp>lojGR)!LO{{?m-@MMIuK2R%?IK(fDV7kmX4rBeMy(%^m zaBqqN%?O`si@7n&`4Z|E1V0Pc?{M!5VwM_Y{jx#4a6BXYRm9K77Xm)k-yLTx6N__vv2q>cflbLSl86rPN;NT*mHL^Mt6&~ zSr5+jgD0l3(=){UUcs-pHRS5XGB2$61ZJ(R8iE&#F>Nfn){)H`BrvK#9KKe(gr$KaokX6G)p~1To>$kQ@xoM-r8KETytr!dCyV#aHy^l zh#68B%>JuCih^tjHU7~R<`#$URwmpOo*wZ zkE`u@u$iF9I{^ir-NfueZLJvH&VY?k&pQ@29@ZTJVa}j{=0O+>CwmJijz`c&f+maj zNs{#B$8OJvU73D$skWq_s42|T4f6`8`I;;V5uHjJ-`ry->Kn=V*4nZE7++DCT!O=> zU@yOvxSAnG)4xwNiN9MAb+zeinD-L-WT+i&T}fI*Rbn-PGA}i6R@fL_!_ltPWnjzC zjGmipa+(G)VslRC(prVJ_3BUo#&hYZuC!xFbD*O2ckvvk02W@k6v(x{)q>IAWoX4p zDS7+j{devKyfUV$ck?tto5!o8JJT(M8l6+oWeuH^@p8;1Rn02qwC228VP|;&tOd&) zO#WT^Wi0lKAo|5D-BlSwn{=qB{fpC9QmJrzLir-R>udg1u@Ro50;ghT; znN=JQ8=n2!@muCSV;}e;Lt9CHxH{S^@6gC~ktsAS22_;$JXwR*3i$5Yp7z0`D2;&V zQh?A>K>y?8WZn!jb$j2te66lGjm+c1wu^@wr6`DAI1yF}2Ap-76?Ih|R*04Y-OHLL z_6oOb0NI!pUbO!$m9_ozos}HlSlZbXHyyYkkxbK&I$D>;ra+?{1cD>A4d4MgW?06~ z39)*$+CX-<5P#7F={=7w$_)X-pA#2$`}M9t`v%gd7QY|vaCnwdik7(%eAplsYY}bW z_4zZBkOp7RRtWU0lSEU}B|R4kJ5LmJ?n|oN=6~>q z%w6}udsKbkdxD*@!)k(YI^YM#5;@>U^Ld&kS|D~;fSgT#i`CLD##cBFySbA;q8#U6+aJIyRvu1-s)40o~)&8D$JEl=RpQf$>jT8FazA|_J zj@M5H95nq>&A`{a>lt=e>&2?F5Ii1~+ETyu^KULmE9ssL9+}D`qmTK;x|VrST_lyE zEM2-uVsx^jdlH5vI3u@~WG5$iWEhSQu#B!DeG(PGUuGqb7%kN3%!dn%`cA^OvYBeg zFis}~Gt)l*16YUD_yPnf8Z>!m^>fh)Mi%ldLG08*6OTGdrikk;1Zph=6uk4JMCPim zDybSaqF}4im!$*`q`Pz-S-yhY=k?^RiQFN!6=>i6(8R8}qNTjoBL5wX>ikIRZawOj zIW*)}L)f8Rjfuz+=g2xAkR)c9TSGT zE*XmBbxF^FTg~&CMAu59*S+7c{@sdyLoGR^A;d0o`17teQHbvWfvgU~-?LBGq zOPr`DU?$nVD#*T}gnrR(B!v>$4_(r!9EZh5e$Oe85f=6impy|H)#}{(8r5oFw;J6J z_|Gqz0n-|TQ|6I26Rq-ZAee4BdEJu^CUY8F{8kTsa(8&tMcCZ}PF=B~JA0x*WJ|N! z+n%&=0#%cmN13BlrE&(XiWLDl65n2O!@wHdoS|tR@4%QyhN{L@+?){IqAo(Ng2pkr zfmAWuCz2B4$1#bEel9;6_#y%AT^%hQcsA^W2=Ai4iL$Krj3BOxK1;F<{>ea)BR_h6 zJ@=ZSJ_Vljz-+)Kci|5d$2rg^tHr?5dyFO&zOUJ^(XPdDTJs~qfZ3qw1~KzI{f?w6 zie@w6GXTu~?Q1j(dzygEQ{f-Xf`$PYQd_RSb*Rc`q9|lB@|zglT)p&slofF(QFWzA zb>2j+sf8>+6Gh-o1TV5kZzog5ybVtc-c3U z%`h&@q_aIMk}!sG7%c)6el?;NYgfzc<$*+(o0%TN%Y=Uet1RL&cZj|H^Uy(9bvhWg z75=^aW66||G*yF|C;Bd6ej&Vm>s0V&xgn*0ih$80sEVD!*uP_*03kC!4xJk#g2h%7qD`Yj%g84fD$WBhwNpP`@W)yK*O%WS zRB5CT@zaH6H=Kb&<9PbcYRo_k?0h)*J(Y{a!{1U~ z(!^%C(pJ)U9elO3wI0~;9LY*A(`LA?(WVyDais%S!W(JDE~AqC$|y&NqMtiyGp}+w z525y-a&G4ck#rtz$L!b%v?h_i{jBHPfAzd8(KP_5=hi!8qsVt;L0F0AV z6b_6s4-kK8nHQzKj}`UYmnU$Y7X_d=sUk8{BEM8_oThJs8+c(|BixBQKH<{#9b-uJ zy?#&7O`m=b`bo9IT3w|~`)5JBhLm&mw$)lGedro%5B->$UB{Zwqbdi4V*Br0b`e+~%vQ#$-B_0JGFo4Cpy~w5BfDuS0t;?lIYZd*)g7` zjju{JQ7v=4(g&Dz-gJ;hOKYxt_KJH-uF`56sR=-A049IlwA+!X)=RA0>5xL=RaMyk4)B)(L}zbS@|(PnqT zotUVF)7~XM>VF@JuYg-fBt=&HZ$>uFe*J%AWO_xPj0_0olaVEQ{L6uQi*=TZkz8PWLyCrD>gT#o`CN|F z;&A=p4a&)%E7fT|QfWi+g#7p=R)6v^O|ueNngoc z9wVAi&B$|!fFr4C;%AoyRn{zk2$%xD(OT@DHVxaZhCQi593RGoTmmuGpquw;VfCA+ zOV2Zky<4XkMFd552_wQZK;~UeRr!4#GW@Z0r&jX(z(x$hvQfgaIMSyMO0kb5)CFOV z)Zd$iV3A%TY}q%s)4L`h&9-^4!g@zt;Rl*bctXt1bZW^?)Fy}XlE;|cIu(T87uag3 zWvLD(AL44mfkP{RWDYGYDVF*;K~Z8cJ>J5K! z`QjR!*l@vwgMt%Pt`Os3&cLe@xuXr7TeSCV$G);|D@3szTDJ*a^K;XokSSz*f?nu? zwlD#1-qI@+cm9^jY0+FYr@MbepBVRB-GC6Zs04;%ozUp${DPp?-F8#;VrV*MBas4Y zP1k<5 zSk>^4ES|;>FY9vESZ-H7EKMtQTuz-wD*R$Dz|T(Qr%pUd5eBTuCtr91s7wU2Xn}>p zXoJ7|m;-i{O{os^U?zU>?Hku1ghKD>l$t8Fn3b-g$JdD;4N>HT&c{pViiV{hwE z)t{%sKW~7MLD{c1`s3b~L#z8-UBiIqk(kht*k+q!gEdxK7J``V8P3KeeG7eDBqpBmKy;T^Var$ZA!CtVQSoSG!+mX^*)Be@`eW zmAmPwC!TA`WfE025qFJUTQWMox>3x7FFKpOW*$1zVVXI4AMe`wL5P-;$S}>Yt?&x` zd3G6GlK&yT0fEgKnjJfU$Uux#8bv=Wgy|CliRFmHOW+bM^#Q9ElmZp1_UA~z&n|K} zMQIO^@Bmg`Vx%AY2tz=wSpdRGIXZP7rlwNxh!@7y(SI-_Y|&)@=g=EZQN0thia9k2|KG0$GFXd$BdpK^)Z-d9*El zXO5!bi^)C@OS#ku(iI!bcMQm%yrh9O6M<>ObA09AC63<0@L|{pLk5fkz{IjtV7TL= zF`G6bZ-V02B+g7&QHM;V*#yzcqQR%XTl(;G&csne00I6vT5V&|YGlwc z7!frdnt>tcEc~ORLAo|PRdyu0GzIg_v1e_wHte>WjJ7VzjH&iYnZ8i&mCBk!h#Sd% zgIL=66Q1y73%eu7xcrtLXXc z753Fk_O=XmuB30Y%P4rf+kFmXF8ca50}fN92d1dIAaH%5PK1{3j5#Mr%k{V&G}_(< z^2QsQwd%DX9qeBl*ZN!78zyTCd2MxM)9qUVpK4OBsujlaZ3^>RiL;G%M6Sci!Z=D` zIVy~BhGv=-*Lrz@^4#_^*5l{?pu?Ua@>XKDRl z!Ai=$69e{_AJCKy2jx#g#cj~5zT;X(%UZBzPZIozrmY@<=`1j1f{K5^WQP(c6^>vF zDtQIekTpRmXk^INMdG`0-_TC45i8(Q>}X6U)0>E9|Mly{SBF>E&yr_5ifi*F&u52b zd!3FvE|kMj-RdvQx!qS}ij9U1GOepf7O>Lw#9+g6`I)z?SUr_w&sO(uEBS((;33KQ zU_%EmbPi81z>4gpwV}R4^x`&fq{@YX`e_?ff>d{yp)kNb>s9Bm8-Nw5wzk|`-2)F9 z7#wI{nSKYXEuy~5m!Jx?2plt%P z(-JU--7QM69dgVb$Rym!z}vESVjR%qzs6)P5R_@=!RZ}lmkJ;n=RbYSi*Pjj5Y{ui|_q$WTgQSEWNlS8xfM^KwK~>^CLMVo|TY+je>!lHrs> zNL4o2{$R8?#&Tx3FO8>6+i~@&-!)i^_hF=ji@Zhl6&pq?ib#%Z(D!M5_B~v&{4-(1 z02f$&a+ltJI^qJGa-zjkkj1!aTXgSu1RN{b?agMLh(gOY<0JB&0F_c&tn7G{?hY1u z1RN}u#wD3m z*kd>*WMk})omYi{*AFiI0mh9>rbaUcct3r^ZiR!3tYY_x-oZp|C0c#hWP9eDe)MXN z1sY|DhwFHaC>p~EHj?~l#gb73b-ZJ3bBym%t!UD+Rd~Q-G|1FOhsqAN*K-i6v>^6o zojd%SQ*&}a9%mM_U=CxJXoG*fg8$%s{td9DSx>hiJrB&SGDt1u5C~3Uu3aXz_$VSGTKxN7&Q_`uS}MZYp4KC)VpHHa7ND^Wx;{tGo6t)s{fj( zcf)}DPHp>`Y|}uqF6w(S7WkJvaCJ?qkZzHUMAtbgMbRi5sd~a5P6*3UB&RENu7Xh( zmczD%>)~Y~BMO?OHm`CJcIDi_=sbHyrk^PWT7&0mOiAXlR(I;5w~)T3lJiwCO&Hd| zZzTMs8CvUQxBHR-1}*7f)<6Dnj7nefx_y;pU8dS(feNP15y~H-B%;gZkM5n)aMpSk z&RJ(jTtwcL1ZsplvPfGW>V@Q>ZhzpJ0d-Ao+?8q&9V!)Y4LLNBsm*2_m*j)a;FbDw zmn-Ron-K2O(I7?9h%?@L;OqOBEBzL}pct3e1n>ymyeffCkkDKHh)WRU1V^Zn?nWZw z3uS2g+h4I@8+Jv!I-5N;N&CDxBA5v93_D(y+3pg*RORx&wUx;G6y)ZiMKBbT*=5g0 zmN{|6!F?Xnd(GALKj zP2`CwHM1hebRG~hZ7~LhuSo34+mF|H(f>f9e-nWjYOemZ$6IJ8zlfiM!Yx&ICRmfU zZI{M#73GrF8fSXi4-B=r*OmbE6oA)0;(Rwf0iYLv*Fh7Hy|{+TWfFFCh!pG(7);K9 zNfNlqYYgB6=*9A1df|*gRmDz@*Exq8;D+hS^vi%_WK0UEtt!1%P-X~j#@uUaM7jNlWZB~3M%jd`| zU`+ccaEMWGlWR_T6o6qYV9N+9g{!cMx4~6Py;i_ddKOa_lcTfaq2_0*_;`|{d0zkm{8DL_}=0%TJ{yZR?@w_Ya zkb4MX!he@Xy(0r?9d9E~I-6`I`P*iP-m~vBPofKXb?f?goaEwjc@o7nz4w&g!Lxh8 z$9VtDNe{ZELsf735-Dvz3LgBnzde~DfKde6M?3yDP3S>Jdh1@z0^R&U9ag_WYRx*5 zE)9&4NU<#Way!lkAQb*kCL0)4PN6&;>xsQvq1omPx6tTH(t8u5wk+?UN|NQ`M#IW8 z=6mdyx+`+O>TXD>adb{=bJa~qGmB9N>LL%1G<}zRZxyLZE#>h*(myl7MlgP3B_*M8G84Cm2vT~!IQtT!_AX{C- zTX~j*Cqrr`5>TvTE~bL_r9P^)KpNNpvu0t3Ci^*s}!boF^%uQfJ;%AlfErd_aYBQ1XtS@J3&}Az#s)BDUa75 z`R2w!s?#H8h7CwdS#gm!s3V>RXcdB*Eq!N@M#hOIhS zB3Yoxqup`$eZ6SH!b{XDp&!lqc8%I_D);l_3c0~RlUHcq5)v+iofysIUTBr{dE*M! z8roP2iz*qMseQ)zZbXJj$&hEmye`K@JlA#Y?#_d#eE4pPkSF4o&H(VBX#g|`9T52| zg2T4GZyDeMIz4K-{|&ljrgoy8y|<3m?|NUKzL$^%j&0T=Y!l9@p8EP^bN-+ojf<=u zbP(%Ermn%=Vr@;h~U#Jl1Q)phy(^gkFT zGexKrRl;*A5&3^t6~SxM)51;q>G_9g+-B%!)7|iWJT0vQ;b=gJiLM&EhX;PM?J)M* z-55uiIrjWjzTDLi76RBx#EHarSaBRgo@4y4DTvIK1V&i8axnOf%h`d?WxnRP%OQEb z3BEMLG$$k|R2h8p!Nz*tduS}UwbQ)=3g-N8WZU>tF-bZvBI=*QHvFxt3XV|UI*-?H%i z`Z3rei2JN78Qs(jq+rR(5Rd(v1W0b04tXNcGiH=XN{ACH=Mp&GZK!E>-j7c_$-wZ> zW%TT752}J0FA>{n8?AQ7EV9yu2X|sXwlRXR?h|f%()ibr&|xv|lZ8*B>Gso?!p=Dd z=?GHTINrH2L2Y>b#RRzVyRzGaS8DgJm0)YBe-y%c$raq%f4=}ZGU;BS1g_$T9eLs) z6Vz0J`sBvAHg?103$1nQt;gyiYy2jz_}+YIXsz z^Sh|VpIQi0LEO^{D+CmNp!xwPb2- zZ{#ksb7&wm$##8;*_`~q+YYHkUx=%S`1(PuK`&NbE0~(BhfCP1BO=!8t^%IHHIe!1 zRfWvgAtlT@a$bSjKi@^;Z-a|V#DRX#!J^5}>3t!)>MWRUK0ba1R*5~%o_UtDI`aMo z={ioyT|dp&BM!c?t?}dtp$xbNr+dUgzJ54A=Rir;M@G-{o7vX~M1hF8XfC*h)#Wsf%WUB6J!d$Mn$_YO?>=RY@%Xio5{7Wo0 zP{J$)9v#S|8%w@@>nX8;aqWu5xtrsiPO~b}K6N+trUM~MzaOC-XI&_wpU$`&GnW0C znrL>DL};9LdQi}HI?J?taBFDr9m`>c?RO{l_O$HF|Bx!sxY#GIoOd-o(c&#{W;=2m zVf>QmB7%-+Cxu&kP+)&3G%sh1kf0)lR2V-CgwC^l2I6hGsM(UD{aEDF-9C-zgn(0{O(+ zLanVI{bXP7T~*4ZYy!85#H!@rr}ASfGl5kI=`nSodX^RU;cu~+-^!t5$qArXDv7xX zBjKTY?RXR<&T;1^) zr6~LM4P2fiMRAP?QmWJihRziUGs#_DCyVGEWLRyF(`-5f@Au@CgBFHtUtpBrUSSA+ z2A3UE_I+gTEPWp(qAW<)J5ss(gaMlv!mpVoF}7$&)S zT0?0&1k`|tf>WNri|rQ1n_a)KctNYjily=!Y{dO8H2KmLHcLUh$v#1%%7`Swk4tYa z)5>Er%MjB;W?>DowGZ2*Iy5PZo>w(<0@84{A8il@1KkD?HJ7C+cC^nvmNWy!dc5^> z3q-f2X|YEGt^sIqxi&k@Csoib5j%%y%X-`~43GdYfn09nmVkakjs94QVM&L*ev54$M$C{&z28*qImr=;GYMt<;CJD4_ zonS|UD*|u=2k#MtOXyv)Rj&~fS@Gm139|BfN#~*_i?Jy49{PY;VZxH{QhPR{;?n$? z8-BwX+?B2sq}oo@7|z*V?Ql)hx@gR<{)DrmoYgIB@>Tf5qyBI>JQCq>!%M1UOTsxTP)e__|UaTj@j0frc_Ui+60cimX zIuU6>biqGEnBU-4?Eq+LZx#nrX&7$Y2F5WTEP_y?09LA-@KErZxwb(iFEh;R>rR;^ zW4}Lb+3sTW8|cW^k_cb-2Q5oWZ>;=@7XUMszq#}j*`l~M$DTr~|J65dPg%hn^Pg$X zfs#ra2Yk;8s%T#tw$0OcZene;Up{=dEb|*;H40jm_?VnYR1epap}3>Ayhq#rkZs=L zk}%V$?`hnx?AQo5n=X_HKPeY3;A9XqZxyd|1@8Z3krYugiJ_j233k7NiiaELQ~X)~ zYWMJL=TxDhxlPWw-W_}&S)|PJtgp_sqM1*J^cqwF0y%hnAfw!c(o6<|0w+vW>gWj zLjt`p?WCQ7OlX(ByIE|b&lm0U+Vq->s|1lB)#r#%&x$1FB(U24&F zei%aWFICxLIm(Mpc+zCmu?d#?_D|Ww7caES*^=(l6{m~b?EeTt)Mu+slpB^!uW~6s4x%BB0DF;jeq`Y5)fjD@u4|3T3!kkg6lXK#T+Qiqmg+(4_hSOuzft1S7qc zt7G)OedV|RhS@sz8(9R_Kyny9dLFX}Dp>pRzw$u(HZpUizHrFZLZg?G@DT9w}~2zY0jb*v9SKA6tzamm8q50+tw0>W%PX zM#4~IG*Y%Ky3S)y$+a|(zGsvoP5DrZ^70{MG#f`+J^jW}jws?E=v$~(nVZPUVq=6^Ldk7B}et<)) zDFv=lYQso`vH^TIQH6g*?9YVKXf!R%BwjSxTVxDtQa+>gfTSXJ# zT0I>9D?;qx*|L4rx!_Ok>gkBo{7WD8d?P%g%clB}(sx?_#zmmjp?>3IJiA!vX=|JHl78=<+l(B}v)P%j>ZanmQ z^NbD#SeuYT{p)$wgJwuf`tywa{mzn+nWRL$+al^R>a!DU;$8e8$3L@k@mlx6o0=Yg z-=gptd)a9^K|;E4zjOmQ(84tGoW8P<&j$#RmvNH*;=GekQ-@9W185h` zBw>vPGU;G@WM&(JcB&#|G-QYZXC*G6!t2d-{#{t9tzbN|gf0@Rj`i%`F5;^UyPKrv z%{Jr&J*772hFMRwo9k?NEC6;9_WCdfsCU%w5H^t;_4@aM5gMc9(Rq z5;|hboo)8~=F-p0=|Shb-ps6>wF<%u=Z}t0;=eV&+n9<^*&fgoN`7M+k;m|HLCJ_Dsdg^#w+XACiQO*K0&G)^-ASdOs2PtcQC!yiLd1-X`Yk-uKqpk!b1qzipvni;= zZWICx)6S~*yi8t*CAp5p$MFwsJ{Z>1v9ZebLS}PlkP$4_{uik`$>TXj*NNlfT`rN0 z0EB5{TuVFGpRC{s0EzRj4e}0dM^@J_IN^+Y=%9y#jJCnFI%>8^9(%I`kmlpGB!Pn;P98L_yL3z@e}7I zJbO{Xs0JqqJtNW}DK4(F+eQ{eSO(Hw3I+K(J`EE$vX?P&N3fV%XSpJ5YSJ^PM(Hcm z31@!*PN_SU43)s0a`Z8t+_XK8hX&9Rso@}|wFFetj+0c)p~b3{T(mta5H9qKM#Bzt{$Wp zDQnxR7=~VN3gU-4x~p55qz|Z#=!SH4gr|&=$|?PqqFx`#*@F)d9#S1$O2&64;_NbI zyfe-3fc-ik*bas6NJ*t)MWps3$I$phX~Jz=-d<*~jQ(S>9jPFa zm+|q#A(DsL9S>C7J!Cw)j1g2mK>k&X9bkV*0I|`YZ|nI0lPL<&k$$)gUcUk81kee9 zPE-^nL!vlu1qP`GVfke z1@Ol1hLUJYwUQ)LEI_K_om#P8jc9<4Nh!iN&dA}|>iP!c>{5YT_8TL#)+K;XpoMDw zmjM#k*&1}x*l9i|%c8zjD{hktut`H?+-_!UDn~R<+=^Pzw-{!Z0O){I5xGu0(LsyV zLfXywsZ-d#z9_kKj2^(W1Pwl^LYNh zJ<=#z@~AA*Fo*}CV1y_7Ot>u7WetW6`&16>z>tmZ4DwaqYP=EMTS!awD1|@EG|m8p zqD{(J@*xMK4WLluSVKFG$P+YI6;HIR_rH{;T-7V2H(~T_g7OkMPtdj(CoXtY2I4)BN7bMypz%;1GNvIH=fQZooK)f1CeRHCTB-6Qyz7hZ}xFWb2##r6j?@ zLc>=-WB(?%6tIdeVY{sR|ENi#kdHaiUfdaMzxE90b34F1PLbvS&Uj%SRg5pG^;&Bne=NAzr%Kj$%3^k6+j zL(W*Mua}AEuN4gWVhhRiKK(2~w#GuhWHG5ru{A~G507d)K%f(c z8LSjkSeI>ZU(T2@?``%Npcp9253aAD9SF0#h7EO*bQ|(w`pN?1mBoIA+HkCE_qPq{ z=Mf&rA2|oV|)*Q;uT~5y0(;u-_>LxE7A z0zvuDQp2CHppaJN$FzYzEb3#-I3cShO+lgOj8L3l8$T;WBtM)mtkG;jW`sNWnYj9I zOY~^qX{L%vR4Jj~MT*m0fs!DU0S&hwUa|_44HsRFhDsaDZh+%6bVUdVT}e}^`IeOG zWtr7~V=)>og+>x;`{|~rb@gCmQ2x%lw>GjS8g;2;mkTUUD$IRR`2G38Y`c2z-gvzJ z&rL*eyxI4;e3%dBy*^qlXK5&}JzqO^T#*t2Y>1JsV3DVykzgq^e(v!-C)DFMIOGHD z)g#bSn{6v~5>GsjOhWy9F3)Ofz(7vSaH5yXhwb_Gwi6P;yN0 zjn8k(m@?p6chW6%Fzk2nUZahF$SQAf37Ij}2jFFx-ZHPye?d1uc9}A>@7;i0z6NlS zPbW$Gktb8%{%GY-Q{`UYn#-~K$O`3SvSV(m2E*M5zgi3og}D}L17Y9EfJ#kS*4SCM zR|a6j)0bY;EWG8_EXYj^T2<{i>^pG#fQGR(T#og< z51V>f#}rpdBud!ZT-S$&u+jF&zrlx9W!>MQRWq&2MApiCDm?24??NSSV_Z!cPn6W& z&YvK1R;LVhb^2rDf>SthG?2%1-7k2}RKa(t$eH$BOAlouEz9k%2kOd%giG%Z5smqu zKxR8g7Vo9zW~;jXw%U#M-`?X%jGuOCMf3?7ci*9-9QGB^YV48vQ@OrYt(+bHjaA8w z-ngvWBf#5~*=A7<82`uY0Aw;(RA$p_j{bQam%G?5qn_X$<^MZp)wJcxdxqN(YeCT$ zIr`2DNAygo;U2!4Kw$QR+4iFFzz1kB0nzzszXc*GA1XK`LB8oXS^5Wu{yO9D0Gw=h z+x2_|6g`(dV{wjSk#)l%K7Z+1t#3R7T7pqDJbOW zcO2s^Gm4(-P-z>1(t#4$#nnpe ze8!YHe;$f*W}FJ1+XO&cP>J|#F#1fA?I+FZbl0KaWaQJM2msI_k0UZbvc9d7;00c2 z%|C?#nHA@RM+1-};+!Iyov|PvA7PzO1Oj7Sk-hVzMI!+&M?t;b6^|u7Mf_^E1Vs`w_hAr;i;8khd^O`ia-Q#3#$b`=Sb#k89nG|&6nRR}esnXT71`vZ|F0^97N z@?(kK0vwKkVgtY7T0d=IR3stxp^*AdU>J^gXJUw}jpG4W9K(MtjvI-RazI>Sa}G7e zEd>ylFfwYzIS|jsDz)%0qEte>b}FTJMxz~RMf}X#NtFMNJ%mux9RBW*8v;QW{u#xb zDy*<81h^X$EAzq3?ZIJrlkQmG$^bb`(0@5hvp_#UtZLQIGIX>0Glkh@=3@y6RmF>8 zsZIfGjj*&OxpIVw-Vd+u6zTt3iu=!&;<51mOkhGwR3EPiZQAU&dZE8uV3)1Ev`X`B zn0k)kw;PpN=@D`rmxp&gX*!qwPCaOKJ${8St%F+>v5q~^4j*qnw8{K`#4p3cpLrPh z{;`FT-=;|pwK9ZiMF9XPV9Ip`CMe~rv#aN_bKIZ0)$64Xy zGv9=2hN&(1xq2JP{U3ja6WcmLS*Gpk3-+lQK|3XXaNih$@tYg?H64x_FEhtsCtXiU0l<3zvRT}@7T->s7}AP@QF=;W%M^lxU$le$DK zm90}>lQkGoPys70dgsW1KXJU>E*&E~pR~Wa47U957FU<+p4DCXDbD%+!LPrmDa=a0 zMo;@~<0?rCQ!2LL97b5)pgF~9(glv{a?7*HBY_6oxJf2g*MpHdqO4R`^n(>d*;&_F zl&Q=8E_5!nalxj-WRYKW+9-En_ePnF+Z-=F$=KTV1Zz8(GPivd@&}Gjj;Hcc^4r#7uEyxTA{?M4(O~PI` zmV$I0exoVmAx8Y@S=^Tzm-YCWpReXZIt_f(&H$t89Oo7q2%_h}n6b}3M8;$_>-`2zmMIaq)&b%;A^r>fj1y^@!kneM z-b&tkz|=Wxwfg0j+PRKk63}fdV{})s59Gyw`L<>(Qwr$(CZB3GiZQHhO+fJU?wv&l% zTa%l4fA_oV`=?i*I;VTB?scC1RPWkVh2SJuHTuvCCbn%oggZF^JhDl0Vm4_2l2B>U ztM46TS;3KiZSGs-NTy80jSgETHl#Q*MZvloTZ&osjTTGMODc&-UgG#VQ!o4a{lH`k z{q*F`8TK;#d~&~|xX8k+EN#+V`pb?n5;BNm&A~a9W~UQ~=PYlDQ*f7cPzmhQip{fW zBnqgc{|p3X{M3P0W~cQA?OG0Thx74{%}0#&h)NqvO5SSzIMG}ILZK%jZ1aEhw!fcz z45X`ZBAAUL2rLyqgU8ikZj6$3^)QFUiK&30YFh};?h#m!f*)tw>7z+fSTJf4 z+3CbA*T%?awS`Y|3}0XiH{d<=atBC!1b+Z}juK{@&je{Ff4;Qhwwvr?*L3R#`pjzk z^8PsGbUN{A4(dK=8sCQYnXA!UhbV~jh5Keu%Ux%TZrpQePic@bX?|8So4*Nse5ZfN z{7vsD9BE_Eb+oNfjfJKajn(D2%|l#BW$U*i2+Akha+mcs6|A z>eykvvRSKM5B9`S>c|VA#Q;;I+-tFL6{K9j=~m{a{c((~S5}8c2V~@lb;%Q4!IXsL z&1jzmf0!@i0kH7(!Zr;wzWpzg!@i}&x{L&uzWQGBsIKo$b5;Y4eBxCduL4ip2S@Sh zRQ!Lb95FW7PUs>rTK1h$h?|#j|BHpRLsx{~p;{Yk)RFxD&v$Ss&4=9_O}?|-N7Uwt zH~jAt#K{eMZ`9U2Bzhf-eU$lxXW)OJ0j&We+*1FXTZ&_?D;QZ%AT+6X85jPD^HB9JTRrA|D?>iDD#Lp zyzcnjsNtr+?SB1d2!XN`;F&8d1A$T^n0@#6;uM!es!$}xnhfVHn>Aj2LO9Bg!EAim z(4 zj1POTQj@SQ{rE%%^(+Ufj=|T}4U3@wDpFv@Mv-8GPrPb991kt?mS_>UCkAAy z&&~cPuu|X?xdiZ=i-!}-`L3Pz+9XVK=B8r(yVoS}Hlcux zS5SB79}6Le-(DR7`oLM;ta;P<1Epf~htJ-8eu+jefVq5MuELE2Khd16_x=ws+&Qt9 z@<_HyA*XZa$5J6>gS61KqWyxsvg8P*2mC3q0(1Iang7xvGF&%tkVo!#?k&bN^_r&^NH;=9RbJcWCaeNAr8 z?QW3ip=NQ=e7@l}q44_b4hFKx7{2>q!Urh1G(p{gD(wfCKv!_j507L>#CN<5w#c@k zs-S1nuCBd7KH)2Q2B_+YUE&{US=a{F)ew(dc_@{7G8L6o@h>|p<|qSUC#{yrV29dF$gl8< zYv$@8T|5%j<2SLX4}`z%4^iNm|M3nzA}XK9zlPl|PX)mzC5_X*qa(~%4gzZ#Jvazm ztclG3g;&`MK{-s|E*&mNdll8PO}+PCKTj8RBZFx|@-^rFr{BiroPL{BcG2Ou3&e3^ zF8{x29j81RJqs>qiF23d#os#r>%DJ(Wi%ZZ4$$keC39Ikm$|wfTw`m6p94ujjG792 zRd&_qK71R{?xOq(acJym(+QHYafUk+qa zl5dsM66^e@pJ1LyamtjFJOD{|+HMOIE_9P`g^TMG(Iuzo+>dJD-8N7|Uv+{^XKcz; z+A|F}lh~07LexWIl!Wi0jLZr`+)qNbMF}MaLfx2>#+NMfgOi4Y2^U!o=sQuN+ESlh zXDnX=`P~@y+u0~ZEw>iqNKVn7e93G#XW@^Go11-U$v|XQ#poY~06qf}o1(Sd-6)04 zfF|bLFUlRGD4b|XS))sgba@S68wD)d+;8Dlz|6+IM!$(bN;q`*cY>KfZb(_!Z+Yxh z8VNr7K8poMr)g=x9|jftY%Xm^Agl$cE=__iJ(ROeKi|9gf|9ge1uIBEs>O5fu9{5A zs-MUTf}J}4Zac_^baIS}4uP4x`_$|=JK?gp>qEK&(-r!FSQcq5%Tsv$YF~`RU|<2s zab3dF2b4&;%l?nGWc&vgg#TDen#NQNQ235yM-ht%9uwT+(V1dhf7ifk`-{5Air%mR zib`YSPIZr=wtrI0-sOK%%pqz3YIZ6X4|q@ay3$}F9p2 zFNI?6{~t1FRHtMAFJ#DmLq(qT)!9G+F$L8?fjIGxa+4y=;OkT@ zScV!@e6>i{KYVuUED+0xF}+*?RCv2Tj|=pJ4AR_r!Qg!K-g>*J8UM)K6GXL-KE$^% zczb9be2ju$C6KFCH9+ZHKg?lpg3A5#EoT1bTc~WieYU7aM^yaM)WQOmQMQSKpL++s z`y{aG=G3wbY>`BFZTOq#J4$!_G|(z&r!y2dgY7n>j8&bp?l~_ zyclGq4$2l#*n0f* z9JJ>XHZsbjt{!3?wieAZV3Ocit5)nCyEfXWp?)>=#3I64fAG75>4DIM4Sth^d})A< zswLWORSZ;@%qQ(3;s~)zwJ!H5vqj%vtk%{r+XM!31Ih^@MRI3Xk0 z_)m%Isyf+1@4Y+q-<|Y_F&MI(<1uC88KYgy=fGR>UcZuhU+0htC=-giwigOSU_KXx z*fa}6uI;;pHW#kXxxuEy;N!npe|F=^a!57Zj?Nz=ppr26M}Udkq-u$0*h=!#(n8W{ z#<$LZX-IG(6Uw{y3noI{QkerTt31HqktcrB(r9u9goYbaqovf#1UA-3k)_<{bYt?m zlt>y=shtYdoNnYaGRl^`MtM%BNf`8afd$7p1;s|5RchS*vO7?TvB{GB{Nc`)Q?BVY zjEskI$Z|{L1OksO@ADh)F6+CFYog_R+c@o<+sk@exzRqBtjzmhFsYD0#vU7O&{(&@ zu5@aHBX0cMlG`vm@Qiw4uxWvt0BB;C(Z0qXOhFnR>BgI^=W5w1hP#eomFYPB68#RM zuwe5#^YHO{J2Q?htJfdUut96t=z%P9{U;VfNikk}hvVSk3@a{spu{UC39OC|wgf)V znw)cCYbBM&eWNLno^jSz$5CwMkTl66OL$EL)D zWEPy2%yfxN?d8J8mEk3xDh1rcs%nhO0jUV%E^v^;8Pj@@;Ye??;tHbMf;~6;rup>YMcgZkSaj$2%Kf49T1X76 zb(`G4qcplu+^gsj^@&xttIkvcX{< zy2Wc>8|=bilq-~dLfH4ingfcyj6uHikMzN^ zII%ZWF)D`W(1XR{@KFZ(zJS4-Gw!s9kGva4^7e5>{rS9>@p`3)C$tAg^5cOh@*4gE1w+s_PMYmE;XW-j zh_IUELajnDT9CAGY0sJN?~j4u>xke!^hTY3GtzF~>hll_g`qE7mA;>AY_k?$W-Er1 zq6d{l$5(dI?ehzp&0ryw%+T|@z6pAnzHa9CMMGofBfrRdusL{oPaanY3RhwU3%8?j z=trOqA6IA;b@*GwUZ-Yvfy8Tjz;L_%lJLA?ao51bd_BO6A{y2vZ!0VYY!V#NWx+c4 z54+2g13ZtS#_vUcaqfoD<*p&ujyG+kVYxjO++7TfIqKL(x;vobTh9$MpYz<0FEHg- zSIB5OL;a574r8AGaNb5b9Oh9x#<(2(H;-i0d zU;UfddAD^B?kr53dzACb1uto_<%=&I--Oe|Ii+}v@7@w!!ts5$WcYsL{bLyUB4)DC zFp~{f@hZ9pnP0LJERaGxBNn`>@XXM|k2030&*zaOw!%A`ds(+E*Q>hxZrm`#XcA02 zHjI~_3G`hqk*~7R?uy4d-v>#(dA%-6zo<3rJ_)&Fyy;22M9%YYHp_kiSIX4aBLZO(W+o<`+b(CZsG<5xM!0htQwr4&Dc(t;H(H6XdIRk$

$ z(EyIqbh1B;OI>^g2%IEJq~H%Y0+dSs&fBD7n=wPKpZbM_)6k0| zr-&WzM>n*PH+h9zQ{A0}Z>ikNu$7!lr2Oq*PaCV#q1PJ-$Kq# zC>;cTDhtZ$MnkSLjS~o8bQ5BYt|0yf(D!Eo?yW`EkK#8)=o;1mjTea@hln~`jxCb5 zKOQO{!0zrm$TH|hylQ?;2yLrWPgC2XpO;mQwQTR>s7y~>xN}l35IS!) zpuzv`nHcoI;JzC5g4?nXq4$9%BHA8?hz zFaBi#^9&|fyw|`Qi_`q)P(5^2TX?Ztt-eFr3b=VRn=N(&>`c@K`r0FLkj`cH+~L{f zS20|3l;Y)(+x`dBdhWDGHhgm0TQ#Bvt!M5GnC=6WdsNNe-TrDTeBMc7dF@#JsNdea z*X;17(MPA*{%%H%a|{*;%(>XO_Z?~WOpJ0q!)t>awNbWSw#?1GJ;U!Z=FD+hFXq6~ z%l`4^dJmHr(mF3TmNL0&9uwfB?}3B-Wi9vzkKlCS71np+U$^S)2Pw3;qtSB)Hkj-L z_*#L*pluKfez8U}CC!>}#zkJ*0ok{>cjn+N?mb2XRHm;-U1O>8#%@3y!DIHV&<_+$ zvIC`(PcOG5-p29o<0XChU`oz8MyT0L^z*kOOS0J%Ha_y{BBj`T@I{&UxeyhD3%T~9 zV|w1HvXN52eASErDqAwgto_3;B(~%J(Sg==IBO7lKAOGY(O@f!9fxI#Rx3>d3eflF>13_H$T4a$krK<{vKl?1)6|0wfewH5oIY%`8 z7@5001fY{SUf>2HTTnsd!_0vS>Bhhq&AO7rswro2{|>!+E$51=>W!a>uAGCsQs8O!4xs$MMe&)V{LTkmq|wn zspdZ?vB*L15K=I{wt>@T@S`lsapWlFZBDai?8lx~4@IVDqB>b%51=sOM{ezCrXN zv(1)=NNVJvg)MU#pqVuL)>b@bU%M{EJvPFE`fy7kPU>JPEIIBk=ADyLYL9tEiLCk< zZZJ}7K&i0I)p8i}D0;|O(f5$yY2<0{uueVbcC^lU{{y*X2I^X4(`Uf!!LB0x}PTK_I<00*svh&f=OA#*l}yvjOw4EYet{kT#0HB#>b&KL{lCxidK>-9zY z3GX~E9Bd4!s2RR7j41+d4MzA5=dga%~faP;4Bi>dsB>7ocvuEkmNWr>3+^^ z`lfW9Q?Q9fL8{-i1sA|3Wj#Y_&*EoQ+j0HN6o?vHR>-U9ybP}HW}XyPb+9BGXMGuE zWdYgnQUh<*XvLXto3iCTrD&}w{)g1~EUyrkpYhM!l%F{`HuRMHTRNK$2^2}-K{U2o z2Z?%HdkuDnut^}uYLB6=Q#*W%D>itQ) zlWw|2g=?LYfbrS8f@oW)W0jz*8Xnx6S}p*6yj8(cPGjv0un(zg>- zwU>a^a>aP^d2yXyj4!Ki;TDJaAt2QI0^0JY{2W@0m(oP$nEkj$?GBq$UBIl(A#b%}N#QY)jf=s+lk?^jj zqKePHvR|uC@B^h5R5SSv#HM@|PLgo=^5Y?vrkgM*!Vw)Igww`6VP7PuV54TL{6(nF zh2yCQER3j03kkVxQ3Imp{74heH)Y%Y)$#reL{S#sC2`AZRd92ow8S!4)GL z5s}JN?v((#J$>bHP@a+l2NzB2uR>8)?)U5OMJ=G{-WhdPw;$52bzBBdC+(&6`DM?* zMbp+7s~f_3Qb1@%>tUOAxl@)`_NT^OoFhV3XEDZqvF0&2J8B+Tgy8?7Y7 zOdqdObwhZJ8~7)oJ^W!W8K?^dYK}tRex0IW6_qMVvfF+X`$eARK^v`-o+jBg!IXP; zT;=t6mIpm3-ER*LDrSmG`3`_(V_sGcxeTTaNTgyRT_b4z+tVqH=URbdlJax=gMu3+ zAdm`otu)U=Mcv5_Cx^1wKn)uiPwd%Xu#tHLXJ=)NT6CK*?|LSWGjxkEfhgk-o)KE> zPMU($2%1bIV_C0<77w|13;THsUTWo-)BvG*hCM8T+$8VyJXtoO8z^6yN(E9^38|VE zDz~Y39A<#l4%?s-F`UFg3N=kQ?0FU%`$+*FfXH`i>WXsuWV_)YxSD>A=XChwSCw&9k$vUhuJxHq<x|c4G39oIE;Ap>L@>ed|jse(a$=` zgeIsr8#Ul>c~h@_D^tVOH=wApn1F2$UiyQ<&8Z$gpr0E!Ocy9}BMRDCN_JDf7`jZ_ zkoAw==6Po$wb?dIC>z%qv-q^kckiwIX@prRFDK_%?-dFMU)XxS7NHPQBt)x$Yn>1((t-PpF=#I7uP6E7pN0p?_`<+td43k_>&iZKPhX zLbTYmZVMeI-|`|o(xAN#disOOa9jQv&vzNx1koQ?Q2|(rtzm0$G0uVhN4+}638b4x z8kf$}>gU3VQrz=l%mcf2!bsHKkSt}y<`iAiw1GvU8TvPN*tU|^NESPMc*(D~?SeN; z@5K&5U8_r+^D4C9aM9Gowei1A^7@A8TiC~F0dLJ6H?!`WcIC-*YQnH~i(7$On>&Ve z9@y&fYz%FhAoy45-rFx2NUg(U349)IFySh3zep?9PCY_p8h^cWGcOuZCG1)H#lUJ& zlv_d3dtcv7O%z-Of6CV`c|V}xLNRmygUjy&Vy?(U~~dZV1dL-Sh$bZLngQmU!2TZ z2);#C?y`^uBYQ>qTC7Z39H%h1bSkGeq0zOhvYv2-r(A~6*(U5KFp4xZl@uzHIik0H zjbfw=^I2blDKI5HW%!$cNXG^SNptp&t6`i2_j<0Y1>R$90A4E^`4F*W?@8^PX0VF)2l*RbXQ#!d1^g$IuJd1&u9spG*C((ksi}$EErsd;#dq z%DJ;pDe87rLv;I?l401|Gq`Fsr&f`zw~E*O{S$|9p5MKp3qyXISp6!*iQb=Xo#l5Q zZoPb|M?>PYeLtsN;JEXurR`@r`OKD(*xn7lYWnWhY;ctifwpeP;O2`0K;(-CU8wMU zyvocb-wB|>B4ed%R0|fG4zs(64qomEn1kvO+PqL9L+c09?9cfR4d1QkI4O#*Vf7Zh_n}QmIPl;m>Vp-HCIQS(%U5T3 z0^ymIGTK!#TJM5VfLv{9HRx!5R2n#9>DIm|m2_%*Y@a3&;!6R_CC5UAZ^x%kC76i+ z^j0g^bB!^%T|2!onjdz!3py{1yW&{=W=*~}P`Sq3ft~BNAMtAG1n>(x;*6L3vr%C6?(?U?kwG5?7z%z<*{wqUKb*gy(9;49`h{82Vec=sZGOv7)#? zLzbz#zer;nQ;D66qcQ;f6=Q|&J!C_|vEjCM-$iH z{-5)1A{+`Efx?nu2%sfyc!5@K`1WdZS4C|B_@zY z{%n1B(l^SOZL{k86=ZfG%cL_&Qk2-ZVs|a&-f_1}<3fGqW zi5YM2a_|8tbH~LXhx~GQAMcdY{RWQod5AP%*?mJl10t!QaT1B&IB~Y^LuNe*1?81# z+Yt>pP)vw3B}TIZnM*WR@{b<2<5bu=NUDg05?CruA~GQ_Zb>ULDhcKGK|c@l9_O=C zIT5FEheVSK;>`Umv=bjMy(Mb;TnJ#gYcZlqB_kMMPn<7ok!}L7A00-ncEw~_E`*)E zrIH`rz;2u~2W9Pq7Com?PXi0X$t-V_e=j!`6ys;yUB`2m-xHKk>%b{@h%%_GW3HDn zDlp+x6amvTN+qij1mlDkF4;_&)38Fn5I)%`BYrl@0}5u(?I|>I&og6D8Z+s*Hf(~L zFOqodNnTETPtzbgalaPtK3yuQBz~k(gqr%emG3Ucem2Xq77cX{@nnSO&5WBtzOB`V zJ5aX5G_z9plo<&m?ZZojrijQi!_`$rd|&0zB3puNT@a(W2bQC@JZl*0Ny9OR#MRQo z$LRC}X0@KFgA3L^Sr7m9eVhEa{<)# z;34()t3!LlHCp;dl7Hztv-%&m;VBMB4uAm%96xMyp)@9m{$0n9W(pZ_VIG3Ep{97* z#3{Brju;l$`$1D{We(QxY1Oen537NbJZr8O%8a7mQhlDbn1f$)s$6ZukMRtfYhW{{ z-TT^tZk{S>X}Tv#GxVX?SW!B}ZE%&~G7E1xSyy6#ro3EwSUAcwjzfe_FZcHDg2>s_ z6OV2)(4?;B)jN~%z!xGpt;XO<8^xMIn!yf!vX}SfiGB&(y7}0ahB*{%GoJH~0%O`j zu7@kTvz6!WeAf&ygTOg=QTV#axI6xlufJpj#u@lG@*{sso@rg)l1ZA z`;@j+2DP4NVoJ{{9FojN4EAr^pyZJxBVqZu6z8C<>~L|Ac{1srja)*=%%KTxA0Nb? z9~j2G-fQ-#Mf*9P88d#)`s0nC8-^T@GMjK=?8V>h}?3wJ6Rxe*z9Tke%XqONLes!b*GuR?OhRv z#~<#(K-q+)5<08nW%7ke8&Ot4-JDAVbr|18R9D2jtP-~+?!>fM6q8R168N3S)WNeK zGaYf9GOd_jVW^4Eyrk{SkloF1^CS)6@a!#$QTUyh30|a#;cR*I>eS0&4x7d#bN2B= zBH%2S0g|^Z@%3_I6!bbuXJc%HI{Ab%eX>?%c-kG;W~l`-5h*}&9%S`ZqYdPdQ(sAl zA>0-=HoN|(2Qp#nf0Ia)m}3Pia1OZ)l!R%6>sRK;sDx=Ov8l&FdPt$=B-dRf@M$by z%sVrHM35(eXzSK^WP`>-PP*u!Slg#pv+dWZ800>fk$TPk`p&b+wj6lI!qnX?uGF@zaq;{9UhkkR2=S{a?Dz+Pu@#v$Di|9aUzDV zpZQaR$HOk0kw_~OTOPF7(DK*G&9SjB8wdcJ37?{@u3!MV*2-bI&wx;E8+CJe~7ub-#iBax;zQ0}&#?7Gt zo+ou`{$#cTL4Xv}1j@_dvhWVbvw+8<(plBtBj18cKM=cIjcVr-i#OboLNN9MJa z*n3*HaC(Ze(FL%TKF0jeG2~puww$-jc+Nm0^wa38-FtT%n3b4J@%If*(~4TAqr>nK z$BkJ>a&F_*-M>~vTp8X&EG!xdxs=xUwPO9IVBiaV2$2~!TC`YFnf5YH8MrjnQ}N*W zZ*&JEnqkcY^71|rG4uWR`WuxH|GngnT0V9D;M&43vlnDH6Q*ig`!hT)fLty-E*}oN zM~|Fayu!x;W*(>x$-}2t3{}43;o;`5%}=m})9L(U{-mQuWIZDm3KyRQSpb|WYu^tG zs{+|Az%hwtegPRqncWj6%+2)g8oQi-gButy5=S+TCrB^_L*%iyL_|$7P(vtW*t}sf zs12+-`!$dhg8>oXvc~WizMLcxaR~j%V^!ues{(?Vw{b5%;;6VS-74OJ*9eBa&SJBW zhNPb{EzC#7dSlXe5)4P}+h;5-Ult>vv7dj7>x)N>w(n^&8Mb>=6kDhNZQ^Kzl{$y6 z09yZ#feg0k2FuI39mS(=Vq|aau{(=I@lAw*KA6~a+XkwV_#&XdVQn|F6$LID z4De)i#)UqGIXR8Cj3z^D<+OX9*=5VUWrJ>4WIW~Ujim7F{#$*9%0S(*;>pOrk4(V9 z)P?~}fpxMD;lFFs&L1XcZ>y&asr6hi3bzDaKdfrH#g=yKhUJ7W8C-OZMr;d(=<_+H z8>ba^3IUC!nq@bw=S+BMx@2GiLl{s7FCSj6q3ADiFn$$;gU56UP8tF~Fv!6C%H(u7 z_sA|_ZdW=1#KHa^)l$&o)C9yFbgfnk4$mF<9+Y z)Tr)J2XAh|uFkMEfrdh=xWi(&z3{SViwpgkX^3Gvv z7Se@l-8QEPehy1^Cujab018!&)enY+jdZqjsOod#vN(Z_rP3DoDQ3}4>6hY78fF-? zo~-aieftQ1e>c9b;_Da6@qQ4VCvt!?1aTP7ayLYx*H#i z84&no$!AzNJN$XSd+Ci2Fost891n?|prz#9XgSaCn5ewT2aHxQdf7}9cD~O1+`k%15vE`2)GRp`(~i1T?8&0%`g?>F20F zrJ941`y4{b0oHCZ);T)pTpy3_L7zCvBCd3bIX^(1N0m(c`lSt}ZmfDiD9VIWiasVs zL?OS;|8J5SMF_VciCjSN`$(F2yQE-tpLQqmZ!Hrs3SXAU_sRc;cfkrEd3kUeT zp&2$p8^Gr&#h;R1ypd%!%@JQqi1ESu5Q0o2;zzP-{L3cG30CPeUsH0 z7TXKL)tN!|CnKAFvi~e-bV9shQ-9)&ir>JYFqxVBV^RZFL>wcc1P(L z!|<+&k7?kbtN8&ED9{cto4k#Mv{V1j7dR!vA_HH|$fyNKj7ReL^xT$!0+NUo(U1#D z20FSpUX6A~QIXJG;wd=Y-&UAuMLn%f^IVAdX9l|I z9SqRnq0E->INktzd$19T@0*khXq1YKB-S%RMLk2XiN&;wp13iwiTTf=^$m|ou0h6{ zntGRk?G#e&DNafTF-5g7aES%aq1nrsO2Sl8{7EQFX71?B4-9+%PRLKuUzHp)k}1`U z1w%ssl6f$CNSnDoN1#?wy(Q@i7uyp9}*+6~pN0#%<@Pa1!ZCK$eUTcrLvO<#v#$ zAkUXrvycZ>3s=TfmIp&}@8W}lE7=P^Fb-Adrc5?gBvZAhd)!Xzy1S%-tX>( zxIg}Rc+L)ZMZ*iVqc=kl@QZ~`8~(J0@ZWOZ_Uxb0yu$f&iUHL1)yAPg-!kwm9BZsI z-FL>WqL^iv4Lng#4z@f+0Qz)Vx-T*PFi~)D&KUUd(H@W{u>;wXMIAq9?-3#oHlUZ= zVn2gO`{|$KN{_pjt0uO2is^#;T`&busGm0{u5EvHRa@A*@Ct^sp*T}#RknEQds)V; zorH2ibc%=DQc@^1C1F~l_mDP;lo{fWhrb)Tc!l}IVzW}C)_HgOUAkzeWemCuGZXW> zF9rjoM~F}io+OoOp}xR$RP&FkEvH5QFsxq*$Na*CsV0&dGq~9R!*b=0p6H;BwsaB^ z4?Mt-_z@En7MRD-sDEVpaoyBF-w-t+9zg0U>AcA7o`b*)@6QuzYiu1jqW;iaH#*I+ z+!sgXEa+HU{wLUhhWOtNfuTNl}}!G2J05)jS5B=;ShTRf)TF zRKAuFEgWZy5^1JDx%;h4_!zZL6!No(IeHhO#S42|YL|4MTjR61KU1}WmFlygk%9a} z{DFO;*N6nPaGhnjw^eJ>!^9g0aUwbJ%+%Cr4Co3zd@Q0^TygPUMaHU)cvTm9D=o|0 zPaIL7rrQ(jsnHxuXEF@7SzsP2Z7oGUw_KW>#xclLTMP=5g%?>M!dCP3uiqymMzgO` zkEztM8pIjt|FR)D2={Q3;l#G>!V0S}cI)oz>kWX; zYarct1oFu@32rLFFGx_Ce4l*lP+OB`9{y@utjhv7I4W6?bxFWWUg0Hh?vXR zwU#8WC2hDSf3(PqJB6)I{8G3EA5PN)))o^ql7wu0^wAp%ODfp12ZB1iDD9>jfN_GR zEjtG~6D>l1grgRaFr?QO7xaSkmTf1c#jfVsb((wia$Wpzr0ke0;#mAhBr9Td4ue#E zxxFg;?BFUmXe`S#!QL<`a6R$k1_Hw5kO=V(UBTzS0p`AF{lny1c!Eo9Rcb7>l*n}P zJ~D($=+2DG#*G_nU&wu>A!N($EPhsIEV+2FLm_4#8VyR;>ohVYDwjqgrg8=m&O|j^ zZ)D^IBAPzB#Aha{U|h&&O-eh^y?ymi=#)n+uqe`HJeD7R+doqPR6~CPLB~T2O15Vs zX0~gZO_7@90z)lDyTp;}*xUQ?5-+o+*bnD#qj+gP@*~d_i_}!hC21{@MOdkUj(hxq zle^X~F(n3ZMk138P#vS>SFoHS`pL2APwnb>ijjT+vTmSN6XOtEU{QH?E7~R$&m({W zzz7M-lqkU^MI8bqRE5V$uv@H8#yioM08Fn<;~L|Oiq0iRb;QiaQcMAEattBGSAUpe zK7IB+;uo{y8mMHqXzcQiAjN1E{&2C^WCE1t(#rz!5j+(1~hBUAFevDJuGJ*5 zJ7G}XJlv%iuRg~{x|2XH3cOy&@0ftoLLN8bM3ZL0yuaO6Ksd?r#gO0}O2Pj|f-9Kk zwbcmq{sd?>JDlVQ53Wq|;DW;yB!ou9f{mk$xyvTzfV~R18P+qW%`$vU9_ygiWt-F=k3waD3EkIF(0MTp=$2^Y6>d1Cq0dKe3JLP?7$d{3jLdy%pf%~`}fBVjx|7#z<8*#*kz$RJ5hhFN0 z-xp_}toz{4AX1P53iHX4VDH?Ljr(nk{x;6*76wf>qIklj{rycIGy;Lq`eejitR4Hq z@hPTxc8ANJLbXY*Di+c1;3LU8I2J6%)bRSi7yHMbmPmcvF_^7aAk4=7pQ~1Kn^6meXLOD$TEDIGjX#7#yuaMO6oVM!p5r}P;$~yi`yVH5 zsJ}N@!Pp3Bo>^Xk);QemGmim~xE*n+n%MVpz`>++!>vGZ<6?~;>$BNt>o^?@W(f9{ zslN^eM0M(SKaV3k*w^LNV8ZX6r!`NKvE`7qkK5M&5M_x?WpvPwkNf;NI)q{|5TzlO@15 zr$EA-8hl!Jog16mtp5O9B;@K+4_Ek?Nd6|p|BT*XS<7~b5(#DNV=yY{a*26VT4&WC ziXlL3F~A4g{eWZQ6J<-x82D9M(pNkgRt2dlDf=c0cQ z5E7u~Rn#xm5WZIW;y9+ne*4f-FPxx9Ml zEXU|ggI6Yf-(WPnYnJK460V3u?9lj-;ZC6~@vL_U76hty*&`$#{B~9)*|Dx&-!6Q= zE&_YJX_*`CA@%zq z6I6{99s&Bowr(ifIpg+Y)S*@xPEfM`HmX#-qo6knCRVjR-v#Id=h>a4CH<^f^89*U z_f9}NQC_!uz=>VpSKE4MJ6cfEQpvJ za;0ncbecd$w~NzU#U*d!Qm4S$?BT!ZgsKoj==a?zYbTM-9` zbp?`G(rM!@Kb%2#m@U-RYaHQ;98=I(QI_jd-H!^VsT`qv@-gL|KlY>3+>Y7`^0oi8 zR@d-eR2T3Uv&x|N>O-Q3n-;(T#i~boj}Y#OA;Gg;Y;qCabA}rqudCHni}nZ)%o75K zvZ>?Kg$-vnQE4FxUs2gR{X^YANcq8P+ju+uG!YQmy<7I%dBrhwoF=9(Cf+egUmqwhEcXdnEMJ{ zwfW2IW;)bg_!p{VXN|3QQY^9m3jJlvp0X^JSozOrFJpzxRUq^^mc*$Hf!wUzk7;mAV&zR0gB*l648JHYD)#*Y}AI~ifOm;wC zi;5XPKcBpYdJ*7ute7p0m%3eo2|8g9W`=#iKu4XbvNWfcxyP`{2Cz%v0<-gK>B~87 za1d0-MyQTW$br;^3(P~9XWFMB4KY> z5}Eej_9Mk1#i$vuo46y|lt&UN;_8P92@c@rBNHJ7`JJ$JB>H=>NWm@}YpEB{UkMz!HL1`krx z2nVedi0>lp%t8Hi(-#TyhpKGS>?|OH*)V6fC%jmD!Sdlz9R`il7rXx52L`~hxUN(z zM{;h8;NJq!`Q}y7T^dw2zXGd$b8vCkfQm|nv&rvYeyP<*uMcMRt`IAg61JEsI-%Hs z@v7^y*$Yq)Qwdks158ZgJ_)JuNP2BI8_JPo!YhT(E48b8<;KOuy6$PA_2)TUbtD4e z459Bu2k0Yxwtlo^Ca<|CuX!u^B|q1`j^kdi=;;S!Xsa_I@<2b4rzH_9lhFF_&duLO zUwj;XotUrrzBx(xn>hZKh3gq+Mx13&I_%mLKZJnRR?FoW6Km@EWbJWDa*t`Q*(z_* z=6XvOfvSTmxLn_arIJJ^t?cHh9c^n?!H47u;q|6*zNX#aTfVT^5~3 zj8O>dHYR1!C{e^jW^#76guX3#tM$o2N3H{mJs;#!f9h>D?l%^X*i zc}Cw5TWn%e!%H}~DM<9Q&@#%B9VZoc;7TW)04T!`=M%X^R%P|zKOXbK684Jn7eHcMq*FQ}XC z_udrsmgd4e{rmg(4ATZDofpA+Y|KiXW|k1mN)w*qx(`cti1SX6rI#%C zT$6=_sC+QHKkI#ya%Xq0YL~qv&_&JK<#qMG$r!(nIb-YM!h-Fx%x=_r@ls&zr zd&&$^lD*`$8Lj7z;{YLJ+iW zM37?hDpQV=8#!JrdG)A)ye1hg@({1~g|Vb5H;2b51}5GC1Va1nsQ>+(7TyCj%~_(Z zjD#~1b4uYgMUdF{T_SS9eUtMMb3UC&rYjRW!kSPzd#C|w!E_j91Ka@R98peVKw1tn zEp!RSkT_r^3n2YI3;xvy!JD_heJqk)jeyo4q3^FdZ7GL1j#e!=F7l~R3nl2J$~z@R z3^EwGl0?`lwAU?}AkIMRA1dhZ6+KZ)A4ux;l|8Re#uFhG+w+y}WeWQ7sSPgJUE{lL zZIU(N@B+HQWzD0CA&MxMiMvqpykIigW`DKe)Xvg7(<@lIqH}{&e5VDT|DO><8sEnb3 zRgqH)=gaXjf{D%MAQtnOgU)GLfXRg|29HE=ZmGG5r|B&)*;F^C8 ziKsPKB~(Qo(|2*dcx4`6pStL!WO0s=`}|5IwOo`j3-&lVaWcC&Npttue5` zHrsUh*tGe}`a1zp!^iGK8^t)u!N>TPR%gk8rKfto&`5HyvFJ9>u(RZTKdEUf+^U9^ zbtU7CYYU$bf8jce>^wICm-BXda88Mr;QIVVk0Fe1$sOXgk5NdvP9sbDk+5klIK9z@ zrLyg>)V)CMoOgQT0EYC%!r6dwe$$^E)`EXR%P~Imb*LSHQxIvWCl@l&5HrwY=esJr zd5`N9W+1Vr`(_QshT6DsXsIPoxwf1}G1P`~eoYs>FjC7HR9?7v$D$wCfUd7()pShm z=XE_Qv&2^4>MYs2mwOZb!3(DheIh57ZR5WZ9ZdFivbbCFxH>4K&U>R>BhZynq%VPW zUxXe2`C9eq?mu`=MUcC;suQsFXc#egD4~n&} zsWU167=Z!S^aWLxYBvxvHW&l%w)^`mba(zBTa8ZwKph3T0mzM?h^R*8FzB!_hJUGX zRJPf*CN^JG_86v#qv2f5FKDG@Gx~=t34=FITMk5$gVpm;7<7tdLKH}mx|d~-4}mTX zXI3d7+bnwgQ3MRsSJG4I1LC(=Q@MO{mIzAUO>12fD)e$@%UlB^cD61v*b z>Kya)RMa;DTw>!G3+VEH=3h(d9cI3EZW^JTDT_SP7VGA46=bRS@U`c5qYsydZkIc_ zI{W8bTkIC-ao<05d`iW&m4<{ix> zH$l$JrL8i1pW^1dMjlg9)rBX96i|Xxn2B zQ&GH}#(@H9;Q<&>bGoR!L@}ftFA~ivUsC+#Rm+c20un6$A`UygEqR*YE-3FcS`+*@kk(OUZc;5k81Pj;Kz}9mD-V18vXW8&C*i#z&1o*lVZ)75{ zg<6cJqC{qgX=`v;#EV6is)#{yd$Xyye*m|lroM6!u*{ou&c}o&H6q1-cxdWI6S@Qh zB}JQk4s)7_ECq8}52+hQ9NJApN76VR3WOL)V5_B&%+D106z;FFmzOW0wFu=@qK)Myft3BU!v*Q| z8zhDfNXCbtkg9eiFq%-C1$&Q0smsCOe@DCQ%Y$}5a=sZN(l`b?uiMN z3hx}}j>{&u`j(VaAz9v=CJY>8=g%*l&u*J9krG$$a4TSeH|OMRgQaNU)|SeK@>+8( zn-er*S0-ln?T>POrGA2rr#*ZLP(=(1$JcPgq@r^A=2^x}KL;Cq_R~aUJcm8HBZ~>< z2v~m?K!F1uqvWnw>F)kP2{#;75OMtCYF}yU(<`-_v`|I=$4sWZpn6a$Z*pZ^`ATAle%QiTp#ai$Wq_IdMP7 zFVLeJFHO-g`*E=Uax1=;I!%D0f)r=y=JiR%TgB8+^!=))qz6Dtggu(ozD1ijnhhS~ zM)+`~r>-N5l8!*QKAtz}GNZo}PG+%w{M61EpdS0KQ4tw6EB*z-1zIi)HZORZ|2{r| z)Y6Cri@;V6gA-tM7mT^`QbQDWfJwi2W5>_LZ@O*3!qmbpxGtLLt6^bH*q|f7k|j_C zh10NR0jP^fsB@PioMze9UB6TTuxi&x#*?1!aa;|8GGZL<8Yi;;!$~H~LWtitq+O{3 zut_X_(RQ~Jk!oMCR|9fH1xI6c`#lOv_#IXC3rMRY(HS1V_n!KkiFO@S@^N!lZNje| zkKwcQz9uN+jGomZ7UOFJ4nL0d%mbl7<-Y;v?rsh5E#5Pt^d?fb3d}vaVS}s~f0w4( z@tvxF@2ar;Fxm*rC22tQ{H`^PT$<}>AcVnrr9VKOir3T@LW6@&kQ0jei0EPV%JeE0 zd$8Zv7yOr=Zy^nGfbJ(aE{iEBbghf^X+Nm=KL#$G8zbn-I}RSoKrme%3UHgLqTn(T zw;fO@s6do2M8niQI7kF)LP42XNt`oY27g)mP0|hY17fsS>v`fq1cVs9z4_h=J3=5V zaiM8(H;{+w2ET6?ZOzSCeZuS7iF_zk9p8`S=_e_p;da_&Be$QOV8c+9002zbY=ucK$AEHqOf z1{6RYLpTYsT(zC*UacG>naL|W8!m@{1DYumN@MOtv5pt*9#Q2u)%XxQEo*BrTqQRP_ZwYg$(eepJ1 z^XdWvj>2lSxG=+vqJU;S_t&@FHondy*S*^>fvsQNw`M<(9124*d7X03XUwa_zE{uFy2=?@WKm-(wwAnp?%*GbJt1jYI(S)u9umHlr0(Lq6 z_wWa}Q<-TIh<@}1%cLoJumaC<9{7qb(}K}^iXUP4Ur0v+i0N^^IQ9mBUx2bq;}S~Y zH}ttm_Dg_(slcF|N1G%-l%-K-G_fsgedbpg5!A6qI1x95qhG7$5zV{OJJ93e2D5FA zF4(~-FS-Ay0H=7S5g`yi%hpkjJ#0!$j-o2Fau(%5AtUa0LjhOx2C?$?#>xpMS;_qs ziux4?(`vI*9UQQ;*z>y~#*a%z^pi~vs2_Aue``>LYx09{9vCfCNK1G?3v>3g?Dy(; zF}$AevY>b-=<|o(n&;vnI`RHFtiZznirNRZSUwOIu&mx-nK)2+;9_yjJ(N`%cv8HC zpDSbl0I*g<-x3Udf(VNo%)(?Nm@VBwH6}r)OgLXqidYe7P;i|6MA(FmJokj*cQdA2J{ZAYC~lN(HY##!FBjMH7it33^*X zC=@N>4eSA7D5j-QGUGesry)SKb`YB9uaB^Jubl*rv?X-bIMfQWCU*JdBSu~C*7Ha- zra)4&VLJZi#`)Q!?IFGY#IB%N-28>(5=Ou@b8u(`=rYy(#xnWkOkWRxKe^! zsTczf+@AV_{nrjADKh|IT-PD?fGXkyEwuaO!NcGMUe2^?;H@XjZ%zw>h-5c{R>SMp z(pO$PdtFF^*koYqobBh<$F4xwB3LIo_;)>Q$MtPk_HM4*<^cjh9;yNFUCFTT4_X<2mM2>g&{)eAuJ*9iLxC` zXR%U0Ev6G>EGHrl*qV$>J7}2|Usi^(trsM=i691a9zC_7ak*xx9w9oI4foi6fu#VS zh{NpewX~tq%<7{zh+%sRP{n}1rs2%BaG-KsN$d$XNWR0d@RmlKj}mx=GYEQC_#vRc zS@DuT_S_WHBDsnf2NoK>o8d1hv5i8q_Imlo)SVC zI$vD3x>X07!2gGhBL$JB7H}u13BS^X(E%ceJ1_u8I)#>mGfktRE|?$f*_!Aogi9c) zg~R-BB5JuSAsVfr1RRb#o?_@Deyov*go4cIACc*N{g7{sAiv!iQ3!CK58Q}3ah z^s~l&vER%I*#c-%ZsbloAF+8%vjqFO?8dtx6v>ocr1v`;xeENhV%d~f{*V>^8^<$X z+J2&1%>YLne35}z&HgzG6#ZqHAdV@mO}7dK%!Hc@1>E^uO_xNlc*J(fze#4L}Nz5(Ppaf#FJlE?|-C5A{v$>+WA_K(Cdgd8vvW)5% zH!1#sF&ZfhmrDi8os(qjnvorcgidgycrnKGeV5)>-^oowHY_IvVD%{i+d&P8J2yoh zlxq_!2AkS=7{Vv87sM4i(3{{Ctd-?Uaa6j*vwX-eR(xWhcS>~+%kvs;g99I2-WxQoB7Wro~<{wdLJpNx2Tq|gINuLOb zk(R@ufb`I_h}?KmTsP=_@j3g^#6$3?m@u2MU6PU@BZZGiQ!qDIS5++Ti#`*~N0O#6 z;rM(89zk-3Z;=_vra+ne$5=$r7>OH(LvWFVYC2cQsVcf!gk-C6q%44Chc5KkjSi`n zL(td2nQe?q67dj0{=jBu;~nYREkle5@17oqF4|hG+mhS}JpF8EEk|5Lf6_)(+YKHi-e+qi( z-=KI9h&YRox-FAOPLFkQDJ z=O-a2)kXn?$diu(T$q{lRqU-ii5FBD(Dd*4$$~66Adb?B_qj%Y5Mu0Nkb8*oLxlPG zVz!+JRlODBp1cJulC-*= zL!hk27@)?$ryE_`Gv2+*uJ_T5mgolZSqJB>3T_nVUdj@dz9^Mw3EJ&Y&cesF3gFg= z1?barP}RTD1YOvm#)i4$4)?HqEb&R^r31`Y+){yTXgVzw7xC_>+CiRfn@YJWTu_dT3Sn33GOAT((~qxYiPUoM#sJ96fGA z=n!_nQN^B1QbN)%;jTn#0W}#+P{Sz4(~bJ@KLBfO1eQID>_K}H4^Skfgy$<1fX}#l zAFE*iW^Mm~`qhkVQW>cw_{8jcSS>1&MC|2G3~ci*=V1!iJNFjg96NdpjEDERLo} z)Y%&NI3!X0^0SVgptBZG6hZnr5@!9Y^rRCmg5rIHv4^&bdQ6k_}to;L1|uoY#ax{Op8EofMJUhUVNzQjc2( z<5q>wPxG!Do8TbV^8&P|y7{P=!}q%IrS$mOAJz^3W8KhBLdUOxh8PgTy!Xk*^5VYS z8DqThyg5IxAbM@#>8AcSa77ttajkR;X6s`eQDH{7D*A2A1-*pkrwckA1oP{_3l?dWzZIMJ+{S#SVJoDWt{BHRW_=p{j&0k}gUI{87$K z)pZEFN(4pQq22%}uNYSvl}MfY`?5kmRY|H&!+^fO4?>9v3UHZOSNd8b-Yb?%R*Ky% zAeq{aYr_+j!2e(7hUsJXZ!a`3EHBc`;qoyCq6^ihKYz)G3W@GQC3Rf^8IzT_r{xgX zFQhG_o}O+j2D_Q_B(??tN^9s`Jr5je)gUM&XQ|8}Cmi4wP2|t#a3l@n&&mCdfgQ&} zCAN_;)@4@n>arId=(FYP!W0!#9RjomCaJ3aAHEL)78(YEb--&XHf%wYn!zx6_3kqM z+CTw~1qe0EpN$K${vDQ9H2C10-JEzuFw#j}j-rni!erPE-MvOB^>?AcA2-DC(tf%B&3v;?*I_unbhQZS8MCX^BHOYYcB!(Gk%+a>eN2p9=XNl#czqO_L zg1j6<(u+-gEI4#bnr<*@H^+B_nXSOC)4O6kgEtIYN$^QF`PPmhHvK1UzObyp;Rcvp zd$r;KJSq+NiOR4z5*X)*J+*v6&<QgFxBQt!b@{?y#fbyRy>G8?O;=(xEw zrx9G%dlHg!=D%yj_iBIG& zxs$V3vQlZvx4G$kRwvFAsHAOwqOF zBC5k!S>Q`zg$4vJ2hPdvOrYq{ivA!wFt!cZfFF{mWt<+S0!8^A{!9vT6aMa31*H|XDy~9nP z|FL^yPQx5!as8mr8oXn^;Px#JFg3Q_?uGf!jA>tIYL@vqJ6RcYp13y89x&0+3Fe7> zUI235lz|f|t-_K>j!%ecN{YCahG}e@IjhIr^4Ges_w2Sh0oc!D$D1nKx4hgx)BoA9 zis2r6)c=pt&W`Eoi!(coQxELAN$TH)+&<&+Xc`FCmGwLH4@SK@6&_^>1q5wGBCfr#UcO@+CZrds;tO)JMs53SjV3JP)PezQ_<)JZf zZw?N2_ReD&ou3@s5A{rx#S0)=9AOSUerJXsgui>fR!Rt2XPjA%;223BdHnP<)Q0YB zV}=c>g63WPljfAwDhn@IlYWL}oi^mBI#u5zzk$9&`2Da|7u6X$12?HI<|y9ybKX6Y zJQXp6Y0$|NLq_045;|OW{ywfg<=!`b8D8MG_tm8v~wo>E!o%ov+H0Ey>WL{z$9zIvt-1;eSMG;yq zL+S0?g5>*~p`yxdmp=ENDW)&JiF=io$7BOa>(n=I1f|hfgS68oBiek(hJ~NtGSSYX ze%bWgs!Izj$R%#byItI@omcR+amUUMZf=}1vtYmAuNd12_L7RmYS2m3nkD=HWh_N9 zHS-`tv?qcc3)T)h&#iVk$ekx~bZ}AHow+;KP=G*hNUVGybL=cG<_Tt!y&$|90tjA8 z*?kRyGImYiuN*9@tdJu~i-;dq$O18;d7ji07i!mV_pjB|Qr~|Fz3vGx4a#rx5E{XkQxAj?6!xaf(O#{W7jbhX zesc-%CSs|5mQ!BI&V%dB0pOOF2n;;}3MHBk3>KU3hyI0Du$E|}Q!O(MCjxSvB8Dll z-GYCXVXzD^L8cr^0mz{VjC{rg4_z!jO7fS{P=Y$+*C-$8``l1kF{6jT$->aIP}@Aw zPOz+@;=F*ml2Oqbs>z5Q99{6Gy_oYJuHYMwRQd81ow>P=pF`292E}yRuGHUS`M)AX z6K&W3D({@BjCya>d#_Uhawkl5_FXfVuBXp1y&el#3OD#g-sLou!|J z6R|0$YtKx*)<;He>@a zU$1;Q~rOXk(Wo;d4nEAzf6!PL4_%SnfFRl&3oTZa17!6hKY995aYG0 zQVjn{QJv+1ZSNq>$(eoXUh4nM(+RSie<{*UJ)G6oAF9?pptH6`A9ev~aF8utvj;Kp z>&#c38sy6gvlH9ho0VfkYx>V${a4;)8(c9NCHiWDSwj;X8v`*=ZBM}NQe{OK7x|-c zz7RhI$JZ2ef25(bRsgDw=x7dwcYTJZ@+r}L53&Cd|LT*6Eh3#o&R3qVMJWZ2LPasYGG81ZJu zLp3*Dt>u+zEdq>mT&?u|x0?3+-FUn;_ja_F^?}Ftl_Pj8Xih^UFv&Pq*8%(fITRzyL2O1csD~X^_i9Bz^iZ!@N z-X75RTvYqd@CKr-_o9znfJ#`lE$l~3;ikzZc1%LwoRGz*PMIGWT|#6BYttU~@OH_Cco=jn7o9A0nkOC@ggmb8Pc%Dk2kt#T16tBjg|X1jMz-^b z1{*%x;g*^>G{&VeI#My#R>@ErNPMd^l+YWqvXLcvmqw}58TT8EP$9Dp_% z@H20{BO=W5kuF=9Tlc)jDOUzR6DdxQd7;-SN(tEA%YhhCnwN(WXX^ARZa)j3EL~YV zBRu_lEV=d}ly!&jW%km??Cpx^EQTYo2R~6AE0i1ixMD10%zNgfCVcDEhB=BqcG1Q9aw@Bhy{gbS8?yUm z-tG{*J?AAR6zEs?V^C#w>$N~GX>pJ*6;4Qw@{CG8TqKgMdfI>gPy-jkbX?rl3{_*3 zL3ujt{w&2G3~72s$Gw(GMMJ`1TxbS3U;Z1o$jQEI9C8YBT6QZvj_S|B%|c?mu%@W@89l}Hl=r&U!bh$u=-;CU%urWGd_Tbk z^%~!XWT)uOe;ak>LT*sUE78-N2O>8X`-((I`uuv@SLxO0l0wuDKKC!TPw-Dg*%zf1 zBKmuD#cEN=Qxxk!0GIHIc^QK>k}GcJx^|euX>V%U2PeI9k7%F6ZccH}8(ZeWRWVRx z6VWz%zq~fzMk#~DS7v0R&J#tFLSB#bsuGa)#Yzp$%f*mYCxWAD6>_Vebb-XON<#1E zNm(UsWAB5{Smjw_wuPz(FmJCA;7YLhr@MjI(I2Tt1tG(Pvbz;_u?o;7tetixNpl#D z9t$cQngvzmr{;7#dXEHiSTFpT&yy#D^kydWH7Y{5g`&OUob zW{lBF7iXFtG%~9P_Tvi(#z9J51isF{`NhtiL_u6&ISc{1_aK6G-VG@;p6;1+XAN*5 zc-S;3590^;4qV(gSBglS5KtEOz;nK1c_6U$H!)1qAN`QH6>wfeu%EF^;SiuYDj5G8YTBg- ziGzdpGOYfG|FQ_Y#(zlm1lhV5VZ(qB0ERYt7Udak-P#;QJrcMay<2LgpC!qh0eolFut?05FO+AM*h=QUAG3Fil_F4MUvit zF3K7sJ>Muz=8(xy{cs~aSYgQiuZ3(j+Ev)X*&j=Wy{h)3!xoeIBcTh4gNOGsz#8kt zc@RvPg5IaUEml5KFYagLurdD3)5l^(gUv`6qeh%T)V2j<=sX;iLRJ6;~kkV_R{8+z4Qwy3Q% z#rF2!5Yho_cMzrCLaTQW4Dw)BV=l;A<05^BUQIRa4| zFs_qRSsU>`b9VJXi_f^}?RI5%c9oT?;2$404Sj#&ny=&D0FnPo5)RInmxN2Lu^L<<0n?6S0Q?{Fp zHqd2EwY<|0$er4;g8Cn`29g%I?^qAo7cPLJe#U4^XEbY>edQ>TO{QIZE$ZF858_4x z$rmaUdJGt+V|)LxxRV^>iHf`O_ubYmt+MT@dhXN zLc8AcoEq?amlZ)F0v$QD3mqL~TjjpE#G&$6doWISR_2~`J84=%{ZJl2h_{A~|I!l< z>!PM&t{ccv+m2AxtYF}xoRl|rUaeBOo3*1(4>#fx5&X3P&+omO(Y~@e*k_~l=dS34 z2(*|(^oQu8t$BA(r%>IZK2W4<=cS?|CGIO6`JGoS9*2=Tgbm9Eo!Gh`!ymAqrP zw?VU7uGcSNMJvj;c#+?(3vdcuU>)i-X36G1IH%OaexIo3P795?LBX=Fv*k1*;fcGb zaKxQ!I{;KV~ARG148F1}$yU@Tem)7an){V9_Uya1vW)FaW*K zmTlImz`Nr^u3mzV)C8TpnfcFU+AL03hn# zOCl4;#h`m=f;+soct9>R(?fqa9rP~dpDC47_)3V`w|R-K-uHk$s%U}TItkSB?t)t7 zQy5jAjmqJg=jr0N%x3Dm<-e@$N|=2jvtp!wfVN>v$C$D(H>6>F$rrD6*CVc_ZmGa6 zc@v&rbeZ)_cSF1P{@v-EWgo|b`KYP9aj(^jPBdAAf8!Kndbp%CF)JbZEBYnNBpjT6)cuA~e=>=rzu|@ErdPTSY%V*GjQS zt^0E{1nN1k_hwZ z_4*BnBw(o@!@z6wXPqDGzL&xNGY?oR!P1*2UX}LuWtaHG(pn)xTg@Mc^L88aYs+10 zDugK*m4CXCF*7pzbYKMe-3A&e!_)%~bEK5dG+anpW(*ke6^`V1$lup<&96Fyfe zz;dqCu;Y67oD}9&n67r}gtBF;vq1+em9#6e8hqqM&P9BnIaEbxCqokY?v(8#AUqBl%secB9kS{`hzcTfi-zZqS1I(YAFq`DfRgsJn<-vcY@M+ zx)9pyVpMOtL#A}qfDi=Q@k7ih@HHR5E~D#HP~3)8Kz>8J_%<&e9I8uWNR9mHi)=%Q z>^2GbN6*h5qxH$r^3T}s^Xu<(g5#?1QU34SXW#Gb@7vbzkN4is`(A&ViJiWK{5Q~G zqB2t`q=(TbD|G89r^j!?427YhsVDMxs{8z~%!W`is!M7dA>|h53B9K**9^`-@@;}I ze^ber4un`o^k$UnMh;Q@1kd)n;-IUSHaIuKW^Qd}Qfkk*#_~1dp<6pyF5^#L9cD0` zc=Y2^!i-0OEex&wQSL!i=77e-TCexv6@AJ&6HjW};(C9d&=fw~HHHef%8AUV!gfI9+7+91Yl; zOMs8flQ3=2yS|YtEu)HE(tLjVe0uq^mFu=KZttkjV9&e)wTDviFJ;Ue3QUXlz)3g< zIG=I*_E9w_%DQX{OC9fR3QC8o$s0GJR#V&6$2BBMFbPV>3+yIe8q19TyF1Y9TX)co zcI-=yG}-7RMPN@Xkzl&39GkRf~mc!oDqU7jfK8nQ9_!!ggEXU}dXge;hI?yuI_}bx&s$rE=k533zSx>;B7VnU zZcoMrULyyM$ODvqa$m(d*Ia5@#D7S+@coVS(x_mH?m00e8X+@O+z?O0lpo3RfCQAY zv1Qj;Su8AHwL;1oo$y~`q9^~xJjZKM{T~ZGGKp7>B+)v<&a9!;On)yxY|-&GtZw2UR@N9wPd8yH^I2A|6!rY_=~xroZQHgES4lDQ!bOrLqW*ua->D! z$K6dZ{I8sJw1@2&N}>^?!f}gO1?vPTj3UYR#rtK@NzK!h1(lk7zguI^p!vGDRVPK- zf(p9gr7cO4d5kJ-0cJzGAy-~aK%|^Ybh6T8zFMR`Pg%+%<8a12Qq@a$!DsgNH#)#i zm!V~Awk60pbG}^5iOYY7YdmVacx5gKOP+FmJcY!SJv8%^+rMl<&|Yj*JB-;IdJ!^82Rt&|5xAff&uro6Yfy zG{ABv3D$^)4hrA2kqM*t{c9w~MMpoxRkQ>eYnrz64n7~-Mz_{Y)1HqLQ$8QQWh!#q zs<@R-coqXKftyq3$Z*58)B%k6OqyDu(UK#XGULNu;XV(96%hot1y5%;QKb%->r`6v zqYI*8!>v6OhnxWagS{x&?;yN5EQ~UPZrmA)p5*iENobFwjD)6clvis&IMH34j|*AsDjXNd7&)phz-0!$eOL`VQKt{W!1u9 zqY=t=?rBB21{yIz;2aHNZSUQ*(tEyA=;5$?TJ}6XwEmQKZC*>Ksc+f-r!qRkS{>Nv z{PA5j99F)pkB4lnZpGlK(d1aR&+#fhcI9^wB+Pjnlq0m6VMsvyt(#9f86HLn_#$Fu#}1pXMscb2l7kCYI+77Jawfw4Mr-%>aevd&>N^} z&`%GVqr^L``oy!gVz7emBV)oy_kB3xiw?6!IO78)grvKT#K5wMf97GxZ$#;yq_=pV zm+oBO3pl~7o{m#Ubx;YT3DzPL`v$;<;P_*&_tKTZ{sR7*9%61=wYRYM=0IK)Yv!on z)G6fP;L@@s3E?9DXh}0rMg4#%Mql~<;CiU>e!u>Hy7tW#wSE469sPc{{eErj{m%9M zj{W`^{r=GVNImDD>HU1?|H|$CJpO)J|9&~}nPzmaah*LxQpOUdk zfO|4wE%JfNKq|r=wV*E9SS8s1DGBJBh*QJ5qZZaRrY$F|Wj;^|`F|y7W0fH8DulJr z2P*xBcy|>7y8pL?`amVPt0GPf?XE&dSLFlZ=P_0Z?XE&pi+!LH*kuu?26tB>sLMK5 z8G;5eRte$0L|Dsppc2}37N_>}B4J(Uu}XONrFs`|_a&lQh=V1+F6=lp&^rqOUAVDI zV0Tu+S_oCqpFnLig^IA%XLLU0j4}H|9{?7BDG{uld8N~xeHSx&&_a!c% zW#MK*pmH;^VDp=P4y~@6aAmIdLz{jst}|4_RkTUaD*bpW^hRJ zjC-W!ui*9xsGk8Gk{v#RSy7K-_*-yht~g1Xem?sNmk?1n;HIX}*;!R#iAA4kW}G89 zCN}JZn{i^Dz^@RW+i;YwFgcrkiHT_T2^anm9FpXMqFJPsdBk!F26KoM<7{Sg6Xbog zLy`@M*n6Z{P;ftJK_MKHB|^ekq?Y+aa&nkbEczR6lH9%n_O3sXJpr!V?VCU#A7WXg z@A)Kh%q^&Uq#8(g_6e}zF&vUDBH~%3js+xg38H_ID8|b$!xA@m0Uowx*SJ4u7@+nE zI7)a@L{DRtfG_ICvxh`#E=v2$Q1l*>txgbhnn zmd5;P_CY}?_v8U;e+|*p`Tg&wndjF9L{`>+^~4xR6y-uxLI@UJ`5>;K^U-RZI0BRp zKQ(MfNEB3S$Ve3OI7b#$T{v^sX^%hR;r_hx8XmZr_GcfF zQ1=JypA!86PxODl-IxEs3+*4!p#29_F!c|!%91cv1Q%o4i+*j#iL*H{58wK{{>c|; z`~B(r_4)lZx=oKb`F#`)`UaBMyV1YFz6!NlD-Y}$znT>5ibcl8F>$&XbfYZYE&HqA zWleMReo{otJl1**?cjLz9U>n`%DpqaUr9+g7~R}@p( zr`79j-D_0S-4xxqskzKZPs+^eHz8yLq~3i~TZn&5tDX`jw|3UA*^R=JwW&Sm z7{{EDN7-RG*%)N390b*Z(@puoc#A@Z0d5vJ$ZR5wV0I#2zcrb#HhnajGxISQ5PkTc z#YXrY5X+j8pFVMxCZ-G4P^HW1!>Ag|Xz`D&bWlarub&n&ArDD4_EGFP97urbd= z2`VyXSmV+V*6|vp$tM4e+66Ch#ESAUfMvd~Qh8xH<<#hTl@w+ ztm9pwTDsz&C#xV66iLYGHJdX5Q@gvu&ur0y!q%MqIv(Q?ay49%&aV$3zv&0qKjAcU8iY=Aj}qG`fVk1Pd;?V~2)r$0*@XpT4wUx76SLl8IPdn=&hxTV62;^!VP-!H;9a*Ivv&(xj66>!v z4tKHaF>u>9g*Vv6LJJ9dr%W|Zvvec-?m&39`E5986`qXRJj2}gA(G+m2KU-(Z#iKr zkM-<4o1}w)$r28!#;eJ+Q}mNYLmJmiF-4vRm>jAFrpAxFbd~}|#`wLCrtLG@Sk~_; zqCo`6`00Z`P}sS3oKze!WG@}@ZY`bZS+t=S`i-1agef1tAnRn(x-l6!5KB1)Ua*D* zCy#_t8X<La0Iiu4auVK{%m9 z$AnBKK_(4OoGZ$F5X%8(RVu1l8$3xAC(&6K4vS8ZXcDUYZb7rtA>AoK<-zvO$XQk@trnZEQlz=7+D$Jqz0a5qnvs_DopCEF{&M<6GqDxzcx|# z9yawP_mc~9uSkE(QK&++s4v$!7PB@fDl>{wI6stEfTTX+hN>k*^&q&Ge)qS;i-`0q zQ8iwvQ?lrb^1JT;0>MB&zt=yPpE-IhRhyHQvZoCqB~7q~ViPIQOv%@vIC?l~Zg%2nALJ9@+ASz!wzt2=*xArxuVGul6_VkqN^<~9b1izqDJ!1 z9QfkzwXpML{gzJ=3~;?ZWl>R;+=18Uwdu$s!~Vo0C=Wd--=Z zkzBlAlB~)Ie!qkdalL_{|}J zgzKITl~hum%|JutC>hK`QyQy-M#=kct~Q$8L1Z!cm^A)g9E=oGjelno>DlaJb5gt( zxi~mk6d=}fASnsAS|OWAXTlJY60(U7A~h^QzcWi=IGNe!l?w6;4ZmE;bc{Lost<~frS#{{dyRF|IckregS zVcTd6T8CBqL)T!0Jn-F*<0JaIA~S;vtgiQVmO1TO4Qm)?9`9_wP(1$&xlV zo0KGjlUY69)j^~P$=p2$GE6@{^ja`(1w4!*Q1U-&n?aqyb8-hMmxi|SepSQhdh)Vnw&jCyE=%ZQ&^0Wc?r;DhtSR{ zv^|$XtOW4jNk9P2hG0Cq+C*J8wKTE%kC$QBk$UVd*}6CL)%T zQej%UT}&*#Jy*d+p(nAJA}BIW7xbH{2(rsy<>Hj$5kZB_6qAz#k7p1m3P!Pu=86{0 z(Y`GrWIHHIC)73U=QE!2?B}}`9zr8HD9HxTf=oGYq2?5 z7|IkUSV&;C^kx&O)`Lp~ahkBn$!cwPl5lqEwq`DAb*XyvNphT-5r#f7zCn4WI6fWa zeShk291^lI3@W}dl=oUO57qLsGrLky3F)zJs)I&uJ7Ktfnk4%;vVFvl>jE@r!`|jd zCA$V2MdC%fW;aUFF8|DeA=4b4;b@~RCiN#O28Pl3giL|3K%dYh7#AoVb_Yax)yiSF zQdhW~=IE`MR!9-=3YqCnl9PiQ<;BGPfd=Fx!ZB7k@!>zgoQMzbJGvRmkY5D{{5P{; zh@m+A=OukW2Q2i_m|uDL=sUt@l{Dm+k&T$lS!l>FEooi37=G?~$aAA#B z9N_9`uAtx&%Ilw)`dGfo3u3U=7C!#OI!f{ZLnIG}B&qbX5Ff*LM9y;wPA+A3z4C$SRv+Vq7)SHYdH~Z3z zwHDhP-PfXM{~~SsZ6VuX87^ddrVcBhftwD;;DsOU1wZ(#c&Fx{dD-!5=1&j`1F|Be z7yEKSb~p)n4qk;Q^EG}m+2%QkUtLbTuy3M#E~5CVtdqx8D~039;X2Y<_~ej;p>0Z! zae06AC|IGcHPGhhvQ#6RgY#M!>|P}E-AnanO*^LAHFaBS`n`0x2Imc0fI){x{**U^ z^9EYs;SA=RgVC&X^&ZVaX^i;=jnBa=iOj|P%|x50B7ZZ{CaKL=Je+!TXa{4h)wD)S zO06R_p+)OlP-_x$d=wN1SM_*ysR!Ys#x}U>sdMQsRvD|~g^S-ywTE`hI~}PTl{bcl?PJ6FF!--8>*iP-4;WR7w3sb2RHYQoqjMk_^a!MH|VQn#!N_G ze{)Rsc&cZU!}qEM!O5ZMFE!4NmqMzxxuVpZx_ngB23PrXc2UwkicEv6pg5N|t7OJ| z$^NKSHma}7^HMzCL;6!Yyyf%l1&N$t5}myIs1RRC;sJ z@mT)=A@I^@8-NRmJD2eMsFB_;HKEBN>$J=@IrQMQa@Vo?verpjQ^)#ICmLKu!O`PP zU7Sn~bwbKy?;1wmDw*+KvOg+tt(s!bB`j+NvY(FPm^ywhZno&Kjq7EJ=@lKxrXzn; z!aE6x4$%|84_=jg-m?5H_B&ag#@9a)7t%LJ!dyjauHwh!c@Ni8GwX6LMTjOR!&(h! z1r0xHA%m;hH9EpAT6`KER=8Gz#@t@4G1w-%Q2nei#Wb^fJ35J|ej4nTQaRz!O@fvm zdv_zhpdi~69FJOVCv$CT`?sNMAe&A2Z@xP=`@aQYI1TPg6u_lK&(L&ZZJOZMwrGDnVrz-V8&-$I&%LXx*h}@R znRmixo}Bbe*vEak6%BL3h)CoR59j*wqj&`umDMxCO`bKlaY9u1d$#^E^y zaV?B9M~AgS%^ZEKrDERI$VQ~O&RIKz@|Ud>Ma9y$g=Qe z@Ubb!eK>pg&IL?jTq~7-`DyHLXzVXGXzZM$^9ZGHk&;Qg(Ii5_RBaip^>m(+A1x7d zL|WFOM+YIAX6o1((E2TIT4wR!sR9X-7jAvK=`xYxSaI>amtO`sr{CuA3rC zOb4G8?+RUm>!#w=SYjS;Se?fUhU8rd(zU-|lN=@&zh*g1QoqJN?lpTlX(z{uwKupU zx}6pmmOZt05_iOzwWYTsdr(_zXO9(egw5lD``Ef(2!+*h2siCET(Sp_rJR|}gL|_i zM^EDDkj08ouL5ISWt*=Sn0;BhKil zq|(uzDiAHGaJ-9>16zFUKh8Rt!C+#^?n79f9eZ}{q8afHRK4=uZuz9iB91FBwp;Tg zb81<;uMNq05(>U&RS%b0`&Y01R+9Nq9&xEIFW+!a2dsUSj9WxdpF~S*(ro-9IOv^gfxR2pT>*#J= z9nX|J=9=6#4VS^mKiK1{mBF5jEorj+VqQC#zpSp?<$Ha7pt7|SyFsh|)7On~ugjrY z#rQmr|G!MEV{Ps#FJ2L0Pb_1T8Kw#k^~%bSK9-YXDOcvi>&f8>^NR`10-N7iR{m=z z*0JU`#D`dj9#Mp_F>c#FTZB9oAyJq$$z)TnBeNM0GCgAl5ge<{!6drcPTi&eeNXTsPDh6Wl?6FIc|1xhqq~QTs0o^Uc~YJVC4UI<{ct+u8^U!#n z-jSe}L6Buj^^jPJM8nA-BvzMsd^#BtbTVjf)>1rPh7);YB+c zDP@_@I4CmovGu!tFsHp!TwjiMB7R&xZQOUwiF3peG@Zwh`&`Afk6 zN5J76ZMxW9ZOtkC72qqPowagwIKMN6D+7E*v<+5{j+ZW<@Z}@GSEQ=@Bzq<#K0+yy zmKm#KMhdhYSYObc@dVoP2|6>5hG*0oj^tVOxiJS;7-U}#*S@rKLSv_e#G~0WrcP|c zs$tfC^DdD7vq?Z7ST|HNb-22Eoa$yDc(b*@w7Gl^CjfsRc(=8$aC2empTeS#h^Lgi zP?xYsXX}bS0-jP*kA|xuPNVI?JDzmmzU?U|0;aL!if!$vQ*3SpEiFMa2li|H{!ByQ z_2h|sm(@vOrXZ{?2or}gtxf}5w>X8)8NurCjn{%PUlvHEDGxNIT)&)#Eq2H|cLX@0 z1c0-v@ees(jst4nn(CAs&q1R0TStOEm84aAj>^m=nL4)5;CM4{d$pN~49@gs{@c|MMr?=K1mWlPG)C_RBkiT%&FoZ3mt43!%3GIy;Qxv4B zIi}7p?3mo!#*X*klQDn8kLE$Z0dwqs^ddgwpLk zP3g%nYhBH;t``+!>JKU51xjfvt|A1o@FEN_lr?N%h*}xyDm!dmR0}n*f@cS&U*VVU zQE(KJweqS&t$V>u#K%-UtLl#XvQ)g;9eou2B5k`$%&uIZqyDa!a1iRO5`DBAMC zwrkClrwN1BOnI6xJaS>YV?9Rjn&|TDO-=)!*p>!XIc~3ObXKX()S$!!(&Qihs~h}#?iHN>5c2?2f7rI zA8B{JXTR49@pd&qF?_h?9&MILgw%lhLLD!V`n49=)1l*$oar6w2$_YY^4zWo`g3gs zX0?L%Pn?!|HqW~<+bsX`DdHa;MRANTIeK}n=f#mg_rWtC!a(d>0R7pqx8l5QvDiMU z;ve&HqY9W3ti|P@4I(xIpR#8Mj00vR%~Ph-(hEQo<)7`k(m+spgXUm^MurDyq%B38 zLyETaqVZolUNqj&qH#|%AFZDEwC8zdPnt~zmejmAIrqQbWXb<}lhp zXA)-Y7Kf>t1gp8){WN$ofATRLJU%N)T7<~~SrIg%2j=07V7DV1Ts|}P>wpJJ(TbAi ztMN?TXh*U>duHMen1>RzKYH>w-_Fc8bG7+I7N{AfDroF1d%hY^B>URnjB;AyM}%}o zT4!Q0qxP z8!7K%q20_ZE2*!nwPKYjn$t%{qFGTt4V1`_!R9lSO2w- z$rHnljhmYN|Ugv?z91dR4maP1Q-mn;gKo zCEh#+yWUOSsB*-2)$`6UpQDkUMkH-K1nvD>9bKy>fLmP+vD2HWm5%y`4#(iQ4tDoK z&WD3}>CND{4*s=4?WI4pi2FusW@C8MQuzpPXbf9mVfttbP7+&v)5p2JXu2_{b~n9f zcH@l{7E$wNtkqLwsgHWmuP>YMGtaTVyn|Wlz8Y*zt+uqIgU~wmmv=DB(^rGtot@I~ zcV9~5P0Og`&Q;%;rpYogVLeyDKJ&1`EgZbZ1)c> z9(V8=0Ckg@{NHx;u97Sg4|b>`N0b*6_cuf&|6oU(3C)3Uq#}kFgR^GTv=@C;U4zRq z*vb@&cD|gF8eb%Wl))Y^krYVFZKHZ8i& zm~ZOOHCk-rI-OrWLn#%D+J$T771xT*hxlUZ^{6{iNk5ke2j^%}{p7G+FtbkC-cW0M zecw&JY+tkEzsD=0i#htiwjAvfkzVjYzwZH>eX`j7W;h60*p^?2%vUS4H*dX7c1m)y z#{M|)Uq#Bl?6vr~^3l!O@&dEurJVYW7tHs9hF6bK@C#x8@lAf^{#>!i8uD`(GDKD;AdVzeUm*CAs zciF1R4{P@6zlwjI|BBDOA)Qw}yuG-94!4kJ>Ly^Xzl$}Mzr6r-y>Q#07hbEz z9j9M%cg@RM{IG}l0dWV@{`(8$K33&6g#fZ7>b)ZEB^512Xw$@X{yJeRuXE?Ma@=m(~GVlT1o4`UeT^g z;{_C%t9QvthUFznwzEu0bwDc!zf!R?@9l}dkm_m(pKFD19-exSRAiNy;ko#1ogsIi5_A-gX622 zKex<>_vo2gVGQdLU5Hr2jHPQYrD4Ct$2!)_G|$9~{I+La1-M6owA5uLVdxt>hEd!Zh_6O2RH^7 zbK)Pz-3+AvOI?bO3m@IAebe^tm6ZCe*UR^MhF339@QYyY@%52=t5N@TWoyARex+=^ zI%Yl%CXN><#qpJS`!*^e>(KtDFT=Hm^XaY`QNc1p?RBgnUJMqL z(a;@<*0wiLNp&P^Xf2}Mr^GSw7gD1K72QFpGSyMaJU)u@3?*XtDfJY1c0atz0s-vt z241`L%lG-%J!e(%QEh4+Q-2}X#aPDyd>&S>2=J2n;t<4cdz2Pp?ZFGN4lmf}mia)8 zJyS36TYb1JkYIWPmo^D@*!)<>x|wEAyztC1^K#A|t=Cq}G8;`JX<_iN!GB)u4`yYXs)>4hHP z7#z&8KaRWY4g6QS6dxBpdS7Et&&U3IQtEeJFW>7KUcE%YFM_?t*Gq19cy2t(*0Q^= zl&x3C%%{P)I%d64W1kY*d$>IM@k2Xz65&$h9VW-qHuG**aLBIUIa8tkrFQPafO0+u z9`pG)-Wag;#dD{PDoVE9SDUUTc54sA=y6x+dEWOOO1udMB_FpTBIAQl=N9DbYG64|up@%*O8d8PEZn!8!XjaUJlSCamTO9?LyStiBvtlB3G0C<2_Pb)OJow}4A}h#XexQ%pHQ>!J%{&W~BwJ@cJy zRJ`*wS8I_IB{4RLEf)psGdM~D74+AGt5{!ry?Vs$DEj7YsVu3l7ET7eS6P zJO=N?gCD9~b%d^XPOFSR`f(2#m(e>oE6THHaCkHL3FdAXUJd{XCDl>+99Qg5HxFEO zOLo?84lgJ@f*YKE;c4{1z8%$1>L;8hruCZIN9;YdWqUhNJ(O9V_L91>HYB@e>M!K_ zj)CJ4#up1)uDFxd@Z!umI$P%WV(?0>W9rXMi@potn!1>P{!g|gGdQ)d%`W`^Y)s(g znmzNvGza|M5jGtXEUww$iQ%xQesb7THmg&XH`F?iDc?;U|9nvGy`kmJTY0$P1%fSm zmbdzN@veAE<)18mp)?#X*cM)h%vUQs$_s_SF*sObe;jxl_U&KlT0F0ObhFk|*8ZDv z>Nj36-wPUEJx0MVg#E`i_?44ie}Tpoj^ER`-W@ZK7IUk!zC+;AXFsI0_k8(O<>XfD z7cx9*y~hA~SZZ%fK>O+O94yCWd12A!7Z%d1Y4Zy+t-Z0p-<*`9U~8`DG`|uu^_2vT zukLz#^GfJo8;MM3Zm*sn8;I4%L(c4%A2{7R@LzX9bEYWif^ zU}Q)9og3pa`qT?iUVDP#U*%$2b=C3$p~vAmc{laKJQq|@TDkX^P8~N5#tnd@H&Xr0 zYjHR*ZWb)07n=TfyWeg};~SmcT!8jwaCqao3~xNL4^F>$6JIF)CBAq+J%csoXb1fC zjC#DCof|X&o{*k4unV3LW$M}A6EAgF$GKErOquG7%j3bf4DHR}@#wo7T~s)> zAv|`$yS(khUqXQxzSU2u^2F?wI-u zxh~#1j#sEJ7Pf??owPRpY0OvkXY^6)7`#wxkN&Y~(I*)^Q)|jpa3K%}8@gy=n^{`5 ztZcmE+VD#~&(!NtcWAZ?*M_aRSBvVWYs=#~Qg2y!L#^Gy{N2>yG1z@WJw)pOF&#HTK7Wx8p(oO4s7!%18H;><~Ta zH|5lCykNc;G`xC@f?o)`kFS&5>T=uHH^=Oq#`Wr$`Bds7JID<$^w|$7?LA*URe87- zb|u5*O7NH#5A*7c-Dbn1yZTGnjV9h0i^p5fkGZ z`Kh&Go|_)ii#I~K7adtsFI+n7Q)P!Jlph{mr{gIcoTi1tYqjjT9ixaZN=RNB4dabK z)3?}0{L!QI;JK*yq$XO+F@Rm;(rrfO`Kjmj4E|K zqaQ@OuT^>>ze;!^NF9Tvtg$$-Jp`Mt`o|U*pvB__-W5UBv#N8T5JEb%R@dQ7Y-Js7 z6zgilA^6+9l;Ggh?@a92g1Byh^AN-o{PgB-dsPK^vG`nn-JvuW&A)I|cI6kBA!<#d zCoCfHkLmD?9xLB|z2fq(7hCNeTe7EIQjz~18k}6H*gQdgr zUCqUsqp)Y0(+0Ju>sS*mL+ZXAeOmO`#~l4){gZ7Q*_zH4EDddh9vd@@HoQ2Es)>&A z!k+L94r?nfw>9A!{Ci;?M~+Gn+tJMET2OjkB*VD|SN~ukI5{%bbnwybl!4s;zxK{; zN3vr_&#%(ZwaT+roWs8IgER&`Qri-smIO(AHheMf?pAhnkdakc{Qj(xF*4>(hd)_d z3VpG!VpPC{7TVUAOTQ(Jc~RAanOB4EnWO#ahCbP?9! zN^Ie(of7S30w-{on^o8+ArAqmadxBOaBe9A-&f`blI7Z}Oa^lnD#zxb5MI^-ftv$I z!N69)sIwd8-Y?24$G#{a{0yrvnc$TuL^xeSZ6%&cbVWE2Y85!G3a3@zw31G=z`eIW zpGOfCyB$5|HYWWHyGXD=0e5AkyPL84`1Mc;j`+o?6$M-c@RKD=Ou+~r$2HfH)LNJ_ z;iMM#xi22eg%%R_G6R%t2Oq?Omz|N9!8zi37cklIMzToUW`$efFllk*(=A>R&dA&7 zU1~Yr7hMrU^I%QF{Imd!Q~_J=`#{AHh`}=?{6yWue2Kr;rr0-p!lI20&u&?TPrT#w zVyEXRokS-$!CZYi_e&n$!r97qI$MI8K@X+^Zj0c?R>7J}gg5V;GJzcV0;WCn?YhM; zePP2)l7lnj6ddIWI|WG!WUbxrUWr3?4c zNqTHg9!gLMug}Y5itF^>_ojrWVh)A^7M8?WurAnwB3K#81)Ykqo5Fc3#jfIgJ=at` z-X9cLi#9N}3M|wW;s=L;G?UTN1ZEMD96?C=U)Tw89CE(Nq@RJ2g zNWBQ@I`b7e5?Tpktj25{aIYTAWfl+SY(t=2pYU-)nU#3|q=@TXz8UOxBbg;`lfrH0 z=g1@1CtJKMoQ{$z;5Ks)cDK(|xsYpI zun)hOKrTG+-?l56aMO#VPZTOvC*i(0unYyFHckd?Q8!K|zPLB8AGtT-^vo-;^f*;0 z!NDxx16%iFTq6H+MM@ib>yPHuv^ z`VQ`wJiLLkwN_VjwiGpE9t_zOO9zJFKvm+#HpM^g*pnYkapb|3W50GO_qp(0m$cp? zaa!SCxLu&&aX>DzW%_BUfotXFpMp#XtLQH^CcPdvD`~u!>q)NtWg-*`N0d0uySh`H zq_8oE;4Q|P0Fx<)+v2nt50%$ilXG?nXlGw*!gbDY_%=s?`X!wq#N!SEW}Ui<4(DR?}&0T6!5Dw1ieey36l zpCvvYzZ|aqQ9)bXE}*kQ`g*w%(=0%_%zTB8y8px(BDTI~n91Q5_$*v#fO5?W;iF!m zPb9QQK3)c=i0Q4(32?KFWC0$Laa-btN{zHTdVxz?1}V9>Fv+VmT0Z0aiPKtq zO=T71<|)QCnL=gOEXM=JZDG)&TL<7cp~RW0a|qh^*rF^kDQ$*}x9a-_@^#J`hhM6+^QPYKl@PW?JBbzVZq?q9u=6EP zVwdka)NYgBmk#)J)mzw*+l>7Qk?>T`$)SKd-<@_SAg~h4wL^jV7)tov{DvwVz(esG z0N5QjlJ}AXH(K*Y%24iI!j)z!jV{v!&CQRk*>RNnYbP}!oqcEIpbpK-$`2B!s=kG0 zMA|xRvpaSs?|8?F(u&b@+l=3ux=m`#pp$lz&{;xPj}BySjDQ1d8O$CRam9qUJ8K6I znwhieMAlrVLP%WGFy?Fy@1V6_ug6KD=@fBu5TihKDT{j%GnpJA6t7U(E?w1iZQkS_iD6C<(J@S)6$E$$)SJ(f$Ya?404dsQbBXFQW7;3{x31B{)Zr*s&d+z3+zrtBv0vXQiL zERx41=^684IvBFr1z)xc_FN*o`{;Vo`I*%j1-mJ$sQXr59$!LBY z`V^uvLY=^9KYl~_xyO6^Mf|aOqReO{l8i)>L2kdr=W1L4V#^z+_m|b0v4WWTdb+6v zWQnY#iUP8SEdU870on(~l#lg+HKx2K+SU$+46a_g7c?h*NTiQ=nA!q2FnP`R$fQ$y z$5~Wh)?&VIX4U~}03SgxPg~+u%bH%afyF@(H3DVvL>#S}TaGk%*m3$Jhi$$?jygo&C1K=~?%DB+2!G1}fR$wJuk zC_@kBBc~$k!H4kqEjpA3(p#kWr+(BpC(i7-HTp0zxr3`3pzL3K2cO;hMX*W9bHbX& z&_j@(yQY!1)Z3Zu&n7vLWVY*XN+>sjp__#65?aXEGnGK# zE)tXaH^J z(jZQTfcASN3)UT(;;N+JHwD}k@VGCX^vqJee&zCDwUHs|U7suRtrGU)FW971WG1CF zR4Ow})aSSeHYw&LL=T0LDaa!$$==RjRON12x#0%jE2R`pvMQZqEJeNZ8!1WacOveJ zh`S=Zh58OqDUdAaNDlsG>AQ4o>hXPhy$2K0 z#XXQuQ1xb2DkP_3DoII>@2a3HD1oWn(~d;4QbEr6CGcF&mwzGYoZ@`BQUuazjjg+o z4$)Ounk%-$m%eo0viHItiwnpAa*x*ORH~X&7Cf1nvhawXh$T4%bWPSn;1Fo%gVfp{ zyf^!W;Fmu__^?1wm#VP3QWhR}4K1xpq*u-lxv(wTsU2WTu0*^6>QmSF%M{<>9O>Bv zw#$&vO`{Fgrg=sJ?;>wZm%tU_gv)9_+Q4Yrknom|kwi}EU$1Gz-q_bvO5v;G%ou|n z7}~P(WpO{I<&-K5c9Za{7ED<$iPMMw?5kVzA$**z8PRjkMU-BAazQMY66nnolsC1x z>qJ84CV?@*X?@>C-cj(wvL}HZ zb3F?D;jK*E^0A3Vt%*$tEK$x59A&~cP%LV!3Z^KPBfcJmgr8wG5f=h*>Vyg|a#w_d z%>9#dN-l z7<9UKB&))0Jrr)Ma+ri+JhymNI3sVPH>uSlR)|v&gZ=$_s1nAf1z_Y9u(le~2gXb1 z_fo}Cf>yPHuv^`kve`d3Xb7%dM{D zY-wsnJeZR#LFI1jZlS4iA^$jIPyRd=M;=@`_Pd#K=?m{Wq)52sH@(6(E=h%KstUL? z$qXfF!*t2i<~AHt46N;@}eujme;;~OoAT=omL>yBp!kVwA&mLYt zR=jM+%e~&pdg#CPuN+Kd@GGh%uBhZI4TOp#H7yGPW*217*y+*<;|&S=BChZ*c)DBV z`T(0&o(KY01?*W4M;mo8h0H3Exx5nSY8w-NhSfv@?0{1fYFt8YGOeW7$2d8s;}kd@ zC+BpaU|cF-{i|P7tk{>|(J#AA`WbeSV1WYe%1U=PWwml8NC`}#>H^p?3!2JZFIhqg z#z@aAbR;z}7Tly3r|x!-{7$>t1#89u$Clp$2nsSM_-US>tQ}-mN!fh@Jw^KPx z;sMvE#B&ePdxw^|yRa=W5QF{wTvQ3;(*iJJQpp>T5v5L0B-DV zp{a5q|F~mMeldX@d2r>}?`F!SFB}U_8bQwZimqH?w+qzU-HcNn!o|#nr-OFdf|{%p zb8?KvN7aut(7OnGp6Hry#hAB?aTgoJC7j)5EGXUhMPkO6xlJifA>Q5XekqDdPORQHn zvArEx=X?WSCs*B!6T;>oW)Nr18J~uYrh>*cKCp|A6xYt zzaIESABtrYu1+ZnTQSGE^f}$PW59jS8@Z{5blxmdv~IH??wE7MaT1BJlN$(V=A6CY z-jcL=;-HqKmaN-!LfC64v89tAmLlnG!TCufuc2^mO>teY-9_QbDFuUvfcD3Qa3bcc zT$v8xWUk6>ADtCR0k58nll$vs3hx_ix^41r5YhDKAs!5G>=4lGJD`3w?@Og`i z8L!`5wxEK?uaNMTHdW$I87Jq|@g-xwXel?iu$9Y6TDinV zYwbE}uD8xEnu4$LQL+b|NGgcnamR9>TE!uwNxTtH?|+4%x4D4NIf@RF3R z$X;4V)`Lqr`18a1iywCN+9*+e$VwWXM*0l6Zh}Bu_!x;VJ)iC#i7zQ(-bALjg2GxU z=jkfP@8Q+yR4kwANv27?>dB9%H7QPe0~?lsU}adGZT8%C1`swW@wGJkWb@{&%yJ0q)Bw7nhKEK z=S;>;JUj#OpvyFsA#pM3U4hY<5AaR4b1vuva|g&bnF14ZmWJw?0yA{sYGw+I6z8@r zdGiAl*?UtYXt55khs^ob3?|PklwVupbo%s&D37O zkd(5fq|{eQwK|DjMaKj#|5VWCu>nTRW4i@rYxdl7T(Up$dXy{}A)>tV+`-HQA<72_ zyTt>P_bn8}&x%?+Qig$vEG!-XJ0Bq{3Dty;oI=vO zgsW2fP=#n1%AL0u1wzmF8{1TDRS_EiOO%ULOOX9!@91@=3S+=87;Ami6e3_2vqn-VwQaDn=>^B2ksI1=@$ry=NK%Xr2Ozt6r5$Ph@Mq;SuyFX(EtfuoCwxvc`> z63Z^HSr-+AGVUfE)*{_CvMKYykP=}u(5B+~r>`I^%nVGzSfVaHekI{OtAa|~(x-r~ z);DPgq)Fq?)%XuYwpUZ4SoNJ}5I50WMidaX9;iK5{hqlbjN<{4oJMynzae4!yaD#f zsP6mTlyK)OvU8zz)Qiq3JJghD8$!E|w=+KG&mH_S*K7ZQ$!A77b#S~E3-kz^`vQ*M z2nRPYcEtjPfEUdA*e43p}rwusMlPEHb z3u3xb!-WFy7WbBl{*-FEo&+{({H|nQ__e!xLcwf6+G5D0aeT26N&xMeySFCLP9$iv ztSt!dFM(Vo)$@q>(W*i z9l)~@9^`>7JIZfLxGABg%)hTF!mu?V2F%h-2srx%4AG0}Bv^kCO!EdTZYsC#xn;yw z*Ivv<<&I?mfylB9Izq2VWCC{yqn!!}6If4I5P7o+S#d79Q9eO%f8!z`yh2_i4rzuI z^m4N+O=zJd!cK0$8qDql_lAV`&kL`lm4kPdLvRzo#X=h=e{8&fqiBWj{%eFQu>CbV z%6}Q*5S#>XIenZbM6bC_q(?uho3N6ClX#Yfj_afhOqxGBbX7qi{LL!+Kw*-9Ylv>8cM%2&YS}WZKtBH6gu@%qio+jSK&Kvu z7cKk+R`5LRS`#aESGabh$vDb!dfIPGx+s}6r?fJMg0_^NQyDBsz|}8fh_-b+q##%k z&}AHIfQ{Ow3MRn2PQ(CQ?z-IHB)#=9>v6{pA6<~R%~IgvRow2V9QM+4Qp!Ruw-k6I zl*g5@pz%cLvZt%lOn7CB-Xy)R2k4d8>mJ-Zp^U3wer}T9FGv~bSOwpd_5?+`6Kbr! zMWMVmNl)+?KxkJJQHA4+p_}lLqbm|=dn0%%z9yBF46-!_QntpU@@Thb4^FS$?9U(d z06aIzCZ+sFP_-thT2oZ538req!x_inE!D%TNpDIt4%Aj7hkap8w&)=$U42tRk1q^e zBy^R~!fTtUM9~iYsqB#<&BK_)`hdQ$?#32(Ms>Sx3OA0Mq;~~Ak*%Dd*G=|pCOkD{ z3a^I@T_kjs&`nS?XVd0uY{^aYguRZ~Ou7{zwUr}F=pv!3gl@`N&=v6Mht+WLDWQ*> zr1$e9kxe>I;f6NA+|(|`T+F3Gw5x<}0=kHN55*Se9h{)r18`NqP13e5puHw%E)O!$ z36S0uIwR*w$ga776ZGQ|xGFY6qP&mFN{T@V(M@2)xnW5$Fj+DgS-4*ky*xR%XiSeH zp=*fVb-oI>Qc@A)wo;kLPh^b^ zF5t-bvtA4_>6#QissNT2(ZFc}Yd0;y6ZEz`4o^EuQCtb?2TAr$o{=aCf4x?M!W#FD zL?DHOjgJ%Ykp#5QVl4_9lxbXL$VT8H*c(ghjr*b)xPty;#ahjgZe=SoryT-m&;-D$ zc?E1c!ka={I{i%ayR0`Fosu#oS0l+E#6*c!|?pJM$*#eTn1wUuGI=+>FUB2$;bGNbf1@C~pCb zPV)N}#I(2LIN=3|DVs)uX-H1V5V}b#(FL>}THqt?I7AXL%0&^MakuhBtqEV8}>_ULz zybh}*R62;zdGOQIJk>i$M^iA4Q=lycc(SWB8iMmNtFrxy5DmIXde=6PMCurb!`W^_ zE5W>*q<3yRGQ*_4aCkNotbHZlWP5|4uL6|#&d1P+tC=^K^)+Vdrsd-fO=yAriZp3O znzSNKT9GELNK;m%@qKrZ4HutMfPRzob~K$8ZPKn>)w^&-W8ZWrw4J*|&`Ci1P0}Uv z-s3?IX$JwL6I|>ksP+JSD&Qo1q1XB@v?aKFER{zkMddN+eQpm)JA2$5?22#!CwN65 zV7p-h8<7<@><#J!B^$dziN@p{i8JEdFe1DmH0|(lP9ac(z+F({T`lop#?WVo-e%w& zC)Z{YEjJlIl4deS;LgD&W5TqV6+qe+B%_daKC<$*oQ1#7iXkX0ofRC*dcJ1>*3K+WB0{& z1>KCS9UHi$78{L3`s|oQKypu0NE;(1&USL0l7_%F>Seqd9|N1PK9NM87t^G(Sv!S{ zqy;YRQ0ELqDfIjPdZ24g-jZw&0C2gQ!<^6}0xyb$B4g`KXqH4LTw^ z@DK>c?|KGKhXOu17pV$_^T7${Q)tOEz>Roy`vG9DhBO_0P&VFBQB zcFaXtt^W{Vg^Lu)Z7(nZ6-T}|8OAn+aOZ^2L%^N_6K56($9alfXo%;U@ps`sDzUN~ z8=a>Y1G@DPu*%2P%E8tEF6P2o%Mol-nCJ?43gGil!1dYh`|hV7KmFS`-+uGY55N8T zufKi#y9!R;RK5R?pHv*agU z`6VxhKt=@KBJT%U`(;XVVGV@|SfX4Ma8u-Ay_*5LE2P~p*O=>^ zrU2gM5%6I_IJD%Ze4vj-UM0(w(2 zAFm)B_JscWeS-`XS{t#S+%nY`CmC2#ajT?H{jFrZCz%+5$#qvNdY(M?Kp`q zrqM%hx=s|JMn8r2(^(=wI-de*XPN<6VLA_qY3UP(MBB1u0NYbq#wkd|W!3=FPWwQE z-rTK2J-7qUjdo=9jWn4a<@t!L{))>qPB@e5U~4uKr*hs;I27}mBCL!Ds{IgB>l(-r z1*f(70VyfqumI7pz;j+;Gy>NqjJ9~Eu2<48_lSaqcN4-b3xtP&6&PNVKncTL_`0jR zT3{*GR+1?PyDp7auzVsXU#6U2mPJl@`81AKdKj1pyAMFflpdDm`R?2%J~J3R(FW*`(<;mHk~o} zDq%e0qe|actAgHpCWTk^os<5uNapod7M{Hx`Z(s`fi9qy`%mh>tyy7>{o_>-q%tCP zrc465fHr7XT`wc>;87QQ#=g951P-OTM3EA>GcOH6q>DtlO6ValQceY&6h4X~ z>oOG5RaoOh(39*ms{=|;iS9k{@I^XXeL}2Mu zmiQ==n_^YYgpvDw3CTMM9gqCx?m-#t9`~StVtI+Q1A`OaqqBgnDekf7X@?Gi0|N)a zqpO6@3fsV)@aR)QA41+1QtI7EK1fzlGLmn4gOb?LE>M#6s&K?u&ISTYXGW83byF^& z_N2gQ&%f$+<}OE|$7;Io9O%ShU+6X^bc=5e7W~i{NfP>0&~<`JB0~>}c9+miKxYv3 z%GSJxG@@Jk=JLBJR=0*iG>{zWQqki|Gi$2Un!q)Q8Cnh+$d9enKY9Hua-a;|CeLUg{*wbIiH}o36CcN+yTCSaah~WkLuW8mFIy7R zoWKESo_6FA4dGqX>WOAtn?5HWXP3+^BOYIOl>aiq*f~tnnjFG%BX@84hGh6%;o#Dy zH)D}Yw%(rGkVu18P3`*r#n2@lN@&vnFQTE+%QXpu25*wy^1Et@8}+ZX)))XYBJJDS z0kS~WwE>W}3kl+5NPJ8QUG}UFb~DPg2pj7r>3y-Au-Fx}khgk5bV7ur_iA1;&g1b& zcwj2|h-PCwFW>|h08qX@PZJJD0JO{RA&1B*p_}lLtt%3_@)?-;a&1D0;U?*QYmj+y zC@m}T-EO*e0jJk)_UCOjFghC;s~TE|rD_b_1h$u|A%S$CF2}Rwx)A!hNqSSFb|Aaf z!x3J78-qY$yZWY=M|d3q+QNzqT_v;-4fWQi^F#kJgiH5`a&@{%dbca&5VJc)JV(Io zIwkUblk~2@C$g0jI2+xwneYV@I2+|qB(O*G@tAOiZi1S%E-6ks1n-9=3SSwsgcT=l z0x*??Ww(APy}3x}DxsTla!AL_>7yWAe5d5$HR5ZNv62^}iC#Zje8qPD5BVl@fBAe>ebHxO&zs9o+{SC9l zr`}X-MCX*RW3WjvC?UEDjI@wzwrJ0;$0bV&FGx8AGep$amaiPVqz6&%9PC!F2nY2S zab)WI15rEQAEBG_ja}LMxmDpV->P&xRUz^Lz~;?^rg^goO#9;o@KHk2yNIRql`h1@ z*t^Ohq0jdl+f-~_5gPzk1>A%$^f@M7$}#Cmj!9Q?OuCX|(v=*OF6Eez*{TZH)+!E> zme`(6K)YG2G26a`vh(_jnhv4Ku*3(M6zIT7m`s!==%9Z1)}Ea77y>$j*8X`-L#TNQ z=nTA$avvk8V(H+6^h%$CJ{h|7A<;hLSvtcrLQ9k{KjZV6!Q9uXfEx$<`OKu}oWQho zv0|i$g0`bzCNhIQ2~#4FjI9O7cw5p2{?e5#VYEUT^r`dcCXgoMgRNr*ncuNGdgT&7 z-@9fUv30Z(q2rA2Fc_7xH29LeMvfx1k(13Y9_r5I@AHu+l4QW_|0dnwZ=dlLbZ4W4wyM7 zfOH)SAI{PdKC*(g^#dUhbM5jFHdaOf6cC5A#jdfHtGi*wHsdDgEowN(3&-P$@IX~E zzR6ezo6*BSXdayM^>Lc;Y;A%r!b(^Z1B7;SyW@|vN#;Z%$L=yP@nsV8jY;oYBa!Dc za5ppi3*xq8+rR0xoBdgvO^i<7B%740Dpoawu7|+3H4r2MY5vZP@9xCOib?NERFGY3 zaW;|L#&KlCxq=NGaa}?W2`zErtPgnAI|Z;aC|TJf%FXE}>0Kpqe2A5;rw!kAN}HOS zq<3yBvXvP)8_lzs@coi}Q9#{?cLD9)MMAqtYmpSo z-FI+;Y7f9u0M|qLLZ|gr3KVuO4-zN@q<4iz1uJ=Sum1v0^oB{mU9b^DVB=oxCk4QCc{A8FsCehB1yqA z=}l!7XA;KEqZBN+jE6#-wEA=CxK)hvxGi`#VHco zr188%XJv7Uq$WjDlOpYfJOu$}NvCpEM3ReOOR}USISJpGB;$~zeeiYkQ3hpOmLNak`QBr-j47OOEg%bNbrEb~uvH>#aw9pjYuZ3u?hMXkojUg=dMSzjLFc|}TACvanK7t-1 zRII>WB|&$d?!gHz0HExZ3>4EkB_rr0tc00vh91gCP62G%J`XOw3?|M2(%aUUq$WIr zEKp~E2iLU=IK6hWKX0>Rqq9`)i)5*)p>?n^N(em^wx=SHwJxBZ#qB2IHHD;iRZGaO zl{k0HZQ~N3hxzK85_1~?I?pDdyM!M6Bfa%0{LsH_0K7-Quq;4&SBWz|#2f>$gK4{N zf@h1E^v-Q2wi0}k-#KU8KtuT^Q(z{6CZW589*UYxO>vUo{bW!ZcV)~HR-6=D;4JXr z*Dp!ym!$Pe()uN3{Sx1$EsnN(@ny-w%f#1aTRO*1O1a`PG5?2r(`XWH1?}BMLc2(7 zad6A+^*$cKxrc)2v5UY%`obxoO_OUmxjZgEdp+sBsnCgBu`Glqj~pLlT>&@6MhI;9 z>u3gEf0ocgVPr;NwrJ0-$CpSgT@Vu2b;aky5h}u#ZTyxn+5o2A?aPjlSgSY>38n@%_+P&Fm!&u zu}#G`6|n(uSHMH~!mII6(sU?o3g&|}AL>CG5GBorO3J_|Y2MR=H1LTxTZtKQ`B;dw zvW{7q?PiVg5V$E|iD^mstUnx@xmSdNS=PmkOxG&+P5COv+cN#6sa=6!kQGy|X9iGo z63~y|$okr6(30wcdF)e2ZlxRTz@u2CFFy-OC(lUKQ_%wLNg$n?@QGyD==www@9%|! z-4_DF31eNe;SK^*HV?EXp^tIP3h9>r%le82)x32?dPpBRm1AI@3OFgY`jnXN(n)vT zcOIQ@OZv*S4vzstkNEUD_Xk4?E*$(-)a-FBgN{?V+nF01$>AwShtcW+7ALb+&qLHj z{wou+3WPhjqpgCH8S0Tl*rW#T`MsOi-jeL(Qmd9uS2c!1Y!k4{Eg+4SSO2y{Fc`Ii zJiX$<4;-DiEdmF!1J^1rU6or1AZ?O`#|=WeJ8t}uBP$XyZ5PCs!5t8g-nRzHWPRK~3EJPpb?pL9 zuifm=+H7KUHa4)Tv32MQdL)7ErD{kZ29A?n-EPWC(4&)l{*D@6eo5qbpxYP(pVHMg zCFJTN^f)B+DWQc3o3}ohANr4BLApnZ5H!0WkasPRZ>$ppu~f)1})EpN$(0hkt-&6{WVU>_BTubE{cuFoU*@;60g52Xy>%WjEs+;{rc0#KR&+u;p0!g ze*EoUK7IK0U%vb0=RZDt_s6?`{_@-R|Kr_1e*VYrAHRS1;n!b3{`~#tfB62#&m{i+ z<8S}x-T(US!>5nGzx(aur_cX>L4NnchoArVXUxwZ{`m3VKfe1+?9c!G$A=$({`?>R x`NPMb-+jFN^26gF|LMc;zrXwN{ih%Q`2F1>i)&1)<>j&1);a[j],a[k]=a[k],a[j] + for i in range(n): + if i!=j and a[i]>>j&1:a[i]^=a[j] + assert [r&((1<>n for r in a) +def basis_extend(cols,n): + out=[] + for x in list(cols)+[1<len(out):out.append(x) + assert len(out)==n + return tuple(out) +def nullspace(rows,n): + a=list(rows);p=[];k=0 + for j in range(n): + t=next((i for i in range(k,len(a)) if a[i]>>j&1),None) + if t is None:continue + a[t],a[k]=a[k],a[t] + for i in range(len(a)): + if i!=k and a[i]>>j&1:a[i]^=a[k] + p.append(j);k+=1 + return tuple((1<>j)&1)<>i&1:out=pmul(out,T[i]) + for i in range(n): + if z>>i&1:out=pmul(out,T[n+i]) + return out +def compose(A,B):return tuple(apply(A,p) for p in B) +def inverse(T): + n=len(T)//2;cols=[x|(z<>n;u,v,p=apply(T,(x,z,0));assert (u,v)==identity(n)[j][:2];out.append((x,z,(-p)%4)) + return tuple(out) +def qvalue(Q,alpha,x,n): + return (sum(alpha[i] for i in range(n) if x>>i&1)+2*sum(parity((Q[i]>>(i+1))&(x>>(i+1))) for i in range(n) if x>>i&1))%4 +def mul_i(a,p): + x,y=a;p%=4 + return [(x,y),(-y,x),(-x,-y),(y,-x)][p] +@dataclass +class Op: + n:int + tab:tuple + circuit:list + def then(self,b): + assert self.n==b.n + return Op(self.n,compose(b.tab,self.tab),self.circuit+b.circuit) + def adjoint(self): + circ=[] + for e in reversed(self.circuit): + if e[0]=='P':circ.append(('P',inv(e[1],self.n))) + elif e[0]=='D':circ.append(('D',e[1],tuple((-x)%4 for x in e[2]))) + elif e[0]=='C':circ.append(('C',e[1],-e[2])) + elif e[0]=='phase':circ.append(('phase',(-e[1])%4)) + else:circ.append(e) + return Op(self.n,inverse(self.tab),circ) + def zero_state(self,basis=0): + N=1<>i)&1 for i in range(n)) + assert all(alpha[i]%2==(Q[i]>>i)&1 for i in range(n)) + return Op(n,tuple([(1<>i&1 else 0,1<>i&1 else 0) for i in range(n)]),[('C',q,sgn)]) +def xgate(n,b):return Op(n,tuple([(1<>i)&1)) for i in range(n)]),[('X',b)]) +def fourier(n,axes=None): + out=ident(n) + for i in range(n) if axes is None else axes:out=out.then(cgate(n,1<len(selected):picks.append(j);selected.append(x) + assert len(picks)==r and all(x>>r==0 for x in Bcols) + Br=transpose(selected,r);Bi=inv(Br,r);Dr=transpose([Dcols[j]&((1< (x+c y,y)` is equivalent to + +`A(x+c y)=A(x)+c A(y)` for all x,y. + +Putting y=0, then x=0, and finally y=c^-1 z proves additivity. The converse +follows from dyadic homogeneity. [PROOF.md](PROOF.md) states the exact domains +and the gatewise claim boundary; there is no proof-assistant claim. + +The independently written source parser checks both actual round-three +orientations, each with 21,449 events and 632 persistent fields. **All 1,002 +active frames in each orientation have a distinct persistent-register ADD +with a unit dyadic coefficient, outside every owned-center macro.** The +certificate retains one exact source event per frame per orientation, +including its register pair and coefficient. Both persistent endpoint frame +lists, all eight owned macros, and the retained paid profile are checked. + +Two exact distinctions prevent an invalid implication: + +- The reversible rounded map `(x,y) -> (x+floor(y/2),y)` has exact two-sided + inverses but fails ADD equivariance at x=y=(0,1). +- The radial bijection `v -> ||v||² v` commutes with **every unitary** but + still fails ADD equivariance. Its all-unitary property is proved from + norm preservation, rather than inferred from finite tests. + +Separately, each paid occurrence graph has 1,002 vertices, 3,298 edges, +one component and 2,297 fundamental closed-walk tests for a potential +assignment. Identifying parallel unordered pairs gives 2,855 edges and +cycle rank 1,854. These counts do not show that a particular implementation +fails any test. They identify obligations that inverse pairs alone leave. + +This closes one local implication in the **gatewise coherent-potential +recipe with unchanged scalar gates**. It does not exclude global correlated +error schemes, changed scalar circuits, additive coherent realizations, or +a different paired caller. Precision, independent fresh D factors, physical +Gaussian/frame compatibility, workspace, routing, recursive pricing and BIT +admission remain open. The selected conditional κ is unchanged. + +## Reproduce + +From the repository root, with standard-library Python 3.12: + +```sh +python3.12 -I -B research/coherent-frame-additivity/verify.py +python3.12 -I -O -B research/coherent-frame-additivity/verify.py +python3.12 -B scripts/research_package.py --package research/coherent-frame-additivity +``` + +Expected direct output: + +```text +PASS_COHERENT_FRAME_ADDITIVITY frames_per_orientation=1002 paid_cycle_rank=2297 controls=5 no_new_kappa +``` + +[RESULT.json](RESULT.json) records the recomputed summary and the SHA256 of +the canonical decompressed [certificate](CERTIFICATE.json.gz). Default replay +is read-only. `--write-result NEW_PATH` explicitly creates a new summary and +its sibling certificate, without overwriting either. Gzip headers and streams +are not mathematical evidence: replay compares exact canonical payload bytes. + +Finite corroboration includes 12,005 rational linear ADD cases, 98 rounded +two-sided inverse round trips and 147 rational radial/orthogonal cases. +Four semantic source mutations and a changed-source-byte control must fail +for their specified reasons. Conditions use exceptions and remain active +under `-O`. No native physical suite, selected cold replay, Lean build or +full multiplication theorem is part of this audit. + +## Sources and overlap + +Canonical base: `b91956876e5b4122fd89179f1b57557ff8378f15`, priority revision 7. +Assignment seed: `7497f9f029574287f7cf5b3d5415bf74`, independent-verification +track, `formal-interface-lemma` card. The scope change to a written local +boundary theorem is declared in [TASK.json](TASK.json). + +[SOURCES.json](SOURCES.json) pins the sole executed scientific input, +Cao Yifan's actual round-three word, and historical assignment context. +[VENDORED.json](VENDORED.json) authenticates Yiyang's exact PR4966 inverse +proof at `039b6ea51ab7a7efb38fc6851f345839683251b0`; no predecessor +implementation is imported or executed. + +The [overlap receipt](OVERLAP.json) records live open-PR/discussion and local +note coverage. PR4966 already distinguishes exact reversibility from linear +operator identities; the new evidence is the ADD criterion and complete +all-active-frame source binding. Nick Petalas's coherent-transvection +neighborhood proves geometric graph transport constraints, which receive +credit here; the elementary graph lemma is not claimed as new mathematics. +Coverage does not include every code diff or unpublished work and is not +a novelty certificate. + +Canonical investigation: +[Discussion4611](https://github.com/CrocSwap/integer-mult-bounds/discussions/4611#discussioncomment-19138553). + +## Open next questions + +- Can additive actual frame potentials satisfy the paid closed-walk and + unchanged warp equations at a charged precision? Start with one actual + non-tree paid edge and its forest path, including their true recursive + realizations. Such realizations and their full bill are not supplied here. +- If nonlinear potentials are retained, can a literal conjugated scalar + gate or a paid quantitative error bound replace unchanged ADDs? Start with + one emitted persistent-register witness and carry the correction through + the actual two-call caller. Unknown correction and storage costs are not zero. + +## Credit + +Yiyang (@Lyy-iiis), with OpenAI Codex assistance, supplies PR4966's paid-site +precision census and same-realization inverse construction. Cao Yifan supplies +the round-three actual word and its retained predecessor lineage. The +two-full Laurent-border, native E8/Clifford and PR4610 predecessor attribution +remains with the source authors. Nick Petalas supplies the related binary +symplectic graph-neighborhood result. No claim of independent human review +is made. Prepared by Cinna Davis with substantial OpenAI Codex assistance +in research, proof explanation, implementation, verification and writing. +New work is Apache-2.0; the vendored predecessor retains its original notice. diff --git a/research/native-rounded-loop-defect/source/graph-certificate.json.gz b/research/native-rounded-loop-defect/source/graph-certificate.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..a90d2fd0441ecafda09d111237567a96f48d1dbd GIT binary patch literal 46142 zcmZs?1z4L+)HaA~ky0EAZE=DXcPYiSxNC8D3DTm)in~kj;O_43?(QC(P2ca^Yxnwh zIpk#KoHO?`bI)W9LLPSc%c5fhHWz8|x0vh_m; zCNHwcIxuWJNpvfb$406av!U-GVS|zSN?V^ z^!ixf`*8jCwD0>i?)xyD`Fgi3^x`yF`=aLvOxqFR{hp3XldE#IP09CzW*3rh;*cZ1 z^ofe^((edy7QL9@<`Foo;AkZO_(>|wUF6R11aT3)2P!jAac-eXeVcAHxt_Y>z6?$` zVbZIA?4FfLP5j&UZi{1yHlB6u3kM$&M-TaX=J-9tRdjJ+Dzy``=Y$5R)FRWVOvW_fr2A z*FRh$G%>*pH|~a;2(g#1)IAvQykhI4nllUY9^#rh$X(_TAO#cDTCEO+4dBxtx zxt8t}w}ty8kzxXO{n{hMQS|2$EePCs{vP?vi+_`^qMPk%dofVLIa6*`)0Mpbth(r_ z!R1nkPQIm&u;nu5B=6mq$PX@4NI#ernOT?#Kh9+yafkqB=R-d2 z{lv|il=FA*yw4JO&KzSjVgC5>>mQ*LhFDMC+u&IlXq~>3_gIB@9&3`*9Q~Xbc$K_U z(ns=#w$g9XFn3eW*m>d8w)fSa*dL#A%aOj)=xyjz{p+P?{~jU9v{ZMl5VwGP^^j`Z zYl#u^%kr2lm)2k}O^h7*mLRv-$ATi?l*fVxEhrC`*M575#=9<=r>oD?BSNG9ZzbE( z(LU5tKGM=5G%)gZxKiqVsNv&(-#s=}ETohk?Hlibm5i0)!u-+7D(Xk>JqrFCyFRvm zIB_reW$nbVMw)+N><`74>0)24TZNKWi&-J?V}a^h%~7V>KU#|+s$jhha+MeVVqZlU z+u8PF*Zoc9;;t#=@`pIfHBp<=`!g#mY?m#ND6R8AXvn2FButT6;75Dd(PqM%7JPH#`kGgvU|yu zLupFt&&lkRJy{RG>1Q%!`C|i=Kq_>Ma3EVbMgK>2khn!|jq(!RZt69KBJ-%1&7KvT ze(FQe2-m(&*36bn)jd#$h-a5*m*}>9R9yGk>^tsJdzfjV5FI~-c+n3nS{qd9)jd)W z`b@iYCIUxcq9qP3C|Su<<3VfJD!yE`P2|B81kusN7)mU>B+FIXOzvU>2^VR<5LLgs zUHAUYqgp7mJv>YYics=wo>&fCW4dvbLITD4kZ}epXUEwweWMf5xnJs<$8W2}eAu8Lr5k6@us{PbRp-nh7b}))dsJP8mkSrfxiZ__xaQWAw5}eUQp5cN zLxPD@YHK6{-Pmtik?1eqFZFS;w>3@zBY0NsWBRhMs4#wd}6$2mHS|9lOd4vBp zwJ~I)*~kYk*h?2d>J(TD)|LeqU^`Cf{?WRN7Vc@dlu$;6jD^FJ%LNWDJAe6X# zPp*=!N8iQV$0pbv47;gNJUo)u#v5ZbH#y9-8zc~&t?x@f3u1~z-gP@7ZZ*6Kn#7X) z6@Wk(r`1Bv6BPwNm_#C8GP>{djriSBJMLrSg-o_?JicloQV}a}yhD-wPYlc)z4pSFnLH0e-+}4OY&ZT8@J7{9fs-|i3h&qlQBu)1+aS+^BYVM_- z%SBwBGf5L6Xc4I785EzPaVYxnlCRqDR*<$f39s}~gbq}$@#L>0EyQk$==iC&e9fLH zl^0OboF|vAIjMP=o;;y>o*uttTB&Sl@=v4>ljX;qJ@cp8(%&DJ#*Lx4{tVQ{k*8CY zjwZ2H=iZe$h?UQDe#~Rj_RNmUIJ^lb`6&PJv1sZrVvJa%3IlQMiO=qWY+#^X1W_w% zwW!`x(f{h_mYbbRANAk@rN0t=i^RRId*nsS71^#7`AfJpsY*7#MN9TYP!|bWJHeWw zhv@FZ(0M$BJ;N@JQ<~)b@OjNcVc&y%H_Z$5b6t)5mWwj;!JocH_yt39GR@pLC!%fD zeh3%G?Mh?nvK<0aqSboLJ8Y; z*v@#e8pQ)!jL?6|tdExjbORG3Wajy48h+q8&4O>rhnBo8RE=Ukm`6%?DJ<<@{Has^ z?6;EWJ0c6ALJ>fm8KJj>KvJL&wzxi_x8Y5o13}+Mx#&Qj4yMtrKj=37ydUGZXve4F zzhV8kl$%tGlWlKmhqptZE*Tn~c#`i)m5> z-LQEM9#9!a5WX1SL{=(Iy!tDJ%CgM;u`5bPi&N6FsUaXSQ1lVOBxHjn`D6_L^A3(k z=94k%&)kRw_->t?I2Xh4=FiCC4qTMKTzt%KPD^ydeX_+)J|gWBEGe1GWHScV>JzSa z-Q)Mwv$O@eRu&AL(6Qo6nwmwUAGfkBqk{o`%rzwwWnIK(zF%qeyH-pSqtT7kla^1o zS)0R0m?#Lu!7P@bYv9}C>bj!lc08xrl7@vbDB}N2m|z<7?Mll47{N6)Q&Z5y_8$`t zT07wk^*Kiq1OSBwQRfg!l?-v5(odjRSfw%Xx4#gswQ+Mb@oLtT_{O0#i=P#C?2@AeX}l)00FGEz~!5HO>9MDG&c zB(0lU_G7+K`+uZJ`#)JO{7;~tq2m~dn8^7oI7Y?tRIl)W*5V5F_?^3;4KU7Ku_&JM zKODUOADqJf69>o-feAk#&rSrLZ> z`d1&T8IB|T|3vNRpK$)KxE{G4v6fc^A^;>Se7`5DYY6(|7tZ7D#j}(LcuVK5s`p!lE5P!IJQZ9N_3S~^L+tEJ1IYe7))Hxxy6 z5AQC-AQL4a#2^^O_0RvIHu^tUV|A`!m!fwzVVk@f7^83o(N;?y`tAl^v{xT1mB_x#l~Y;wHM`s*Y9ut)`I&w-)w7)f>Sftm5%wgBPHv0cXI zas@tumB>G3s3?7CXpPiq8ublp+m5vFkO1%Bw6dT4c>&cg{nG-HpUpod@M!_wuiZhh zp+f$W_b=)I?813T681ys5^1)=Rc6;15f8Rw%=X|72sV3ZmLcMKe-^(e z$tCdJ5TC_IA1sk&X^E~}C*<81$$>G;Q^}_>4d*;>Gu(-GV_;8ebV9n`Hv)7${fDW6 zv`Jbs_93E(Em*ZNbKKU_v>DnZ&C6I?UQg>5GFlfl1=EbdIJ9>3b6iVQJ2gwXbM=3( zBYFkmaY9hvc^@BoEt(zE41G(xV#&p;^y*M-ycs(O4i|7tHf0QhXhMCpj7|HE}%8G_oZ z06-g)MDR&zyg+RZIL^C<9&CUtP$*m^1K@U1GNH}_$GueLfN^a=C()`Fh|R{TTEAb3 zahbwdQ)CuDVhzQHqdaYiJOrv$P>{`J=_R&SR4?RW^%cW~J zV64fRKpUHkdnwP^#{F1u;w9mBMM+bq+3Nd7*+0#!LQ^I1HULh2hE-#J?Bmr+ZrYS63CS9~OwfWs!9BCOgHze~8hH zCzg272Uz0$tA&X=6f}zRfZK$IkG8#H3Qz(sSCGa>%PT+WFhr)7dYmqTc%(ldueLZy zUw{R*O!^Oa+-k92$dT6~46#UY+Sm?lMd4Gqo-nO~S)$-`?sXHc)QQr1HWrfx+ z_DLjB;pq%R)F`#0&Bb!?Le#i32I$(Kq`88Rd3FZAjkX#Fli}N`A4m_i*b_XAKgNBCsGm98lu}Ie9FdVytJSY zr9|tXJMy@7w)UqK*5~UWDg*b!h>s+$`Y&nF&`DzIwn<8{O|?kaSmkeMizA7as;PJPAVv z#U)3!8cGWpxDcxKXX%4xK;&_?;irZtDRRkgL(lyrcG4x4T;b_ehIWKL?%hW$&lf@D zYZu)lb-|lJF6(fSA~C>4B?*~Jx3;bLxRa4>-^kB;D@3|Zj~WLY8+UFDZ^L^Y46xxz z#k*C*Gzk*oo&_@^&z=d2p#A9yY9##L3A!Npug{r5reE2^95`*v@kOf%*W~|KX_)m~ zIuZNGi?$O!_AcZSY4veO*8P<=a5Fs_4);#3WM;eho9%`KV#jV`1UH4RS4^_`6@BoYx1O(^!E);fH%IiM3&AOfRdi$_SdFJyrR=(jS!j&DU&jFq&8T;RDi)u$HoBM*mmvj?i2Jo4)C0mno_j zmHfBch-ec3pWTMl4CDU_c;^2Ro0g(g0V&P{S!n1 zc^H4?qbc>1MRej86z|@#)~tSL%Dzjm@EZn{Sy1`Jc7QPVzm_2}yJtXMST}=5E zVRR?@XlC|-Yz=c& zqPuvsL{f2Uq&C^XS;}Yy7Ko!t+;RY@(+3*SWuXPNSNPJIC;KJPna6gGfwJV#4)Xmt z={8cJ$bNIQCmi%^6`{Cb$#%5j0>AE}f#lG%qAYyCRK8zR(ZW8Sg>vVb%1?Q*Jr(QQ z(4C^J6aaVHzjp`vs{%(;mC8-PRe{lsn-X_fYi|y+2g#fl{H7(sk zg*~(0ghI03P3PySg>;S@C3x-G35Ez=)q;rCWp2upIics*<@T3;{kP}(x97}FX)@!T zuOejhlPx7FnIMd<&k|&N+vVmV`}{FfKy$e}6g;61R&6{MZCn;UxO1dJGo-9bEpI9C zK`F>O>_YdJOp__-HG2hmqs>K)2v$rTDVgrIvOl9GUhW-!IB7REekgmOoBX7=kIM{@_uUj*1!@*r=Jb6PKdXh-iuaqzKvD_M{Bc@04z?)Zxs% z;J48i>e0xjRAa`})Vk5}v((he(eabi)Y4If!_=_&y{o*&PZmrfDPe#2SaTbza~n$u zdyM_kv>_c-LKb#R3|eoYZUC)q-aqQ3kL{krh0-b<^i3#40&+X?PithW_3KWIV|kVF{k<00TWSESio6TRx|cN+avHxSAVXZ zPLb<;{;HWSWOh;4!8OxCk)n(18u7nG(slgBK{Mv5y){w?I@8fCj z@#&AwGpplEtD{RF?N&aTuY5FHS#4bUXg0H2wDi${E{~3+V>b{m+q%lOa_N=W(FTMN;ySW)VSmYcuHh;;o`Z3tw z{r9!Yvy7XBp_`DQ8<(LQvmr#Z^6V0J6|1|6BDR?ir5So2q+snsUZc@*1JArj7C-46 z`=HFOCeFPO7CjA4F5tNrA=@=Nl{VXzK5Z&OuCvYz7S2$@&ya;zzgDb9dNrL>^QML% zFZ9BnY#G8|R{VBXG#|gl(-8fIE`I56>8U7zMSbCa<-r0Zf47D_eJirb|7R0f^j4&m zpRfSS^w3}A(I8ZiFdJ)c-+%MLz)?{6mV8AB%XH5_`C;SLBK*KfpFKev7&&U$5&^ryOr<)azbOQn4ViimOf~=5rF8Q99(Q(=WJB=yOC^v24ikh=I#KzXh zKXqY=dZekxm9sKh&f4%p>U>WfN2Q^hwdx1tkPwQVo;&tR0XdjJ9O3Mq1olcQ7ccHk zT75$*1P_?l{v_!J$`7gWJ>osBxd__WD;J2@G=+g}(l@GI*zyfZIDcaUh*G(;GYJzjyIOvsiox?n4d!o`dz_?D__eFyODc7%&5=#}zRRe?@$gjsZR&Au99HjC zo{dq`Q`0o$WU{e_LAEkKSu8Wz#&CcBZL$ID7q-6_BZk(d&6$g5W~7@$67Hs9nO|Gk z#NGOO#w07k>C(UEu%%v&;`pt zdIX=Xx_5*-gzao|q>i;3JOY!#io;qRKVpr~# zv~@M|%b#^@>>UH`_TGrF5359eGIoyaf?{8EG7t6WK=->5n(cv+f!2|^&)Z`ocZmMp zZ7?k`79I-OG|`TYFuFU!tWLPeuroW~!iETDZXW#l;h<}AzklNrfmi%Gto0moA@#P* zg`({*Ce*`WYcn<+28wdWCpfVwrMk%E2;;unq(yF1%w|XA$5H8#20W)==6)R_b)&xc zB%Zw?god9h!9);4>JF+88!-+936+Go^OQzX(r_CPP>n*uDk6`z$W@zlvo54#ZlP45p_x!T17Zz1g=zrO_a}cel-L-R(|Oe z3q1c{W!+B&e=MquVp}azg#PKhdh!PSzjmEAY><6eF@`f2g8`#3eH9r-=?v`3PS`;D zuwno;a(ChA==&YZK%H55ovTz0%>nQL=&cSDQ)e#~sRF8N%ElbdidL6loBfPTJJH_5t`+>ZE-MD0$AR6HhuV;gfJ0m-$S|J{!Q_Z`J z(hxV!!6&u0EWcm3Nn*bsh!d@!J_J6r&ufRC9&%@cz_n&8RbwBBFtXv+-zJjb>@1%n+|i zxmWRI#3#RpBIX3p(%Gt*)S16}A`QSGXQ1tw{=S$^i(C+ztA&d8<5!{o6_TlGF0%a(fUOK- zTru<++{IsrYS`Fd)94kIdoN2Dj)q|K;TTjq@}w(Dzfj@QWlN&&Vk_|ksB~n9_9!wS zAl?@V3&wAM?+xOzcJB`2a(#gwNF}jEJqf3}D>gAm)}Ttt$lMG5mxVBMgt0)k5tpkt z(!|ul2cneK4CV=BiMA8}cVVj)3m9RmC^0PT4etpJxf?Mcbq*D#q@|i$GAKbT?6vP< z{@2KDdQXnDo5=hN33*%NJm}U|vq(T{cn=ruR%LC z&xn5x^r4p{!Rx+H!w^nF@xf4zKr z*w*)bdV%J)GhcV!o`ig#ybEuIyk0msLwxUFj=|&PukGt^H0_xSw}WFst+ELg{f>oU z$XBVxYYtvM7bGMF=hS;LL93AzZA3$V4Iex0ljzsq?bZb{ zWwa9=xe~T(o1dm;>#;h!rOW=U+rAgD2@<;VNfeVt|nL=REIe zxRIWw8Uxlzk8fLwtO%F?8a|lP#u_&35xGPdt$!_Dzc&4P0=X8So08NHncnM3W|($b zmPDpeNPuSBwKexgq~>uX{9q)tqhs?&DjNlr+V&ggB$i~-**)ZW63ce~W-cgXXm`fu z?`S%HS`8zsAEllKpGd8DA#*(VAGY2&Kqh}S;RzjTzlMXSeroBlU`(3>e#gk=TOG|k zonbUl+JF=v@kNct*^>2!v+--Bme6w8seWj;0s*0qAM$`}(m6Mbp^llSBjX(7S>0D^ zxF9=CN-N=OFvFGc?}-U8%g}n4WTHUK^)17Z2;3f+eQ15k+1%l}Fx ztHkX##SA^Y8Bg3p>sxkueODnLz0K9iP!7LMHWiFhV;u`{qY+Q+K^u3s>hVqw_rcbh zbu~1HpD~9D|Eg6=rK{)kiE)xWR86#8><5OW%H48>1>Pb1#;z9b15wuww5UgD4l7M` zo>hhgBmScF7Z2+3TDB(6uoWye4_m}&+3LcwwpRS_ZEl(T^?s81pFHu$fg&p18BXmK zsea}~HjVh-i4mf$p^+kS^X>`2O@c>Pz@MMC!&67gK#>{$xJ2-$7>f^smgd0hdeL)R zs_2=b`U1)rAG<%`pd&S$LH5uk6|=`KTC}k+FlCGh?&#R8^SBcje-y|(!~U8uyt77K z#p2=u2z6fiF2hi`!iM1}QeP!`y}~%Ena5mbZiA}3ibj#HU9;;n{lut+K^=M~@ZBja zK^?LtlUujBHCG;T})e};J3w7p9p{N3)hyNVA9 zq8>Ka!(qm3=(6>Gg{A)0vyII1V}2h%)>J=|O($8)htch#1E`vW1hv<4IPxH-(eS@$ zrojyKE@bA6`7gblJH*pXc;Y5#xwSGS<6+nH9QiJQh@m)fo4*#VLK5gfKUSr4dFw5# z&~?toC%b}*Y(YQLr_39NkHfB?O#YEyEJF;g-m?n+fu&S$3z`h@8Q^6ub%l0t0u9w<5p5T9le82fRLq_@5)26M;J_}q%zWUYkafXW(=^Rd~NynaAf{vVx#xtP7WBxJp?$HSTz3HSH?k!#DBk|;&(Gy9+fg1j8 zqmVXjrq6jDCdm)v-18)+_FKO#fpK*0QlvUymT@N8Dk1@JN&tbyQJ{lYK14;->bljJ zV@ncZ-*1KnswMw;d$!n@y-GorNtZasKz4i9S{i*yc6~3q{sZ0kX-|?7^Nj57engZ5 z)k`0S+&|_T`!C}M?p-WhP{!-z)sdi$j zmnQ>Zr>~_pWSI#rrAcL*i&R@fQ)C%7A2MxVN1kMUxn2##4{(&rk7YDiWUoVlsXjC* zkzVzdOf$pU2svQbjQ-d@>y&ibPjO7LHQ$HP3D$Bm$oL)sPYjqW`cI*BmBDC#%*+{YNpH((zEPFaA zJY11&BYNn()%vc9i5y@N=}|e`E%WUK=jIBld4btMTLWkS}?T?aw(Yv0bFS#q7>TFgK1Q-M2Sa=vAD2tEhDl*&)h!q8o@ypw;( zNafox@?5$(Y6;dA`+zm6#%V zo~O(`>pWVEuvydJzT@GwPtsyn_TY($-0{5_nXi>6m2}{ZqwIFclb*_PmEtO6cFscJ z1qb08tFdpOxkjS%0KxTf?<}=M*9n8>vqhvo-899HcC%gCuGW`1?o`Z+&XVBcG`U;7 zSrB){6YW@2!r0RGtSfkdv23B$`N#@iVY*09hUPRo67q{M*gBc7@^H03oVPdV+GbRT+-iw4ke@g+^+Ea&w|QV_90OvzAtWzO&{0GVge7 zW5ZeCbdUYL=~=2(b7IKn3cAzJtZZ8ITuy9*;_Ygcle(?_192WBJI#&cmIXrdLrnSW zi@86YJ$?_}j6j@6IWjuW9av2m7g$?&UVQWke&bnS#ZT5Pltrw5*4Psj>}AUr&=FTB zFR#w`8l$OffLt9+}mZZp>e1ovBRak zG4;Jk8|Z1zv%RsJ#$I4yMNYYLZ}4`Fr%Vif*`M}?j=s3GN5b(uu6|(4MD^uYa zf04>COVsy*>`yk`FKq#BzIz<)^tzt=q&$GUj3EL|yD23-JhcQrhTp3k?|7d33{{3f z4!`~cFL5@mg%y%v=XgY>(6K$loFDHE+yOxZaAsFzoVjdK%(YQ{$Bp|W*kc}%sdQ`# zQRk=B>sB)KNZ5M<*3{#LAJ9W$w(iL&4CUynP`x5lq26sGt0}_pW>R#Tjg|A$W zLU{lZ%^Ep^1x)i9l2;PKr6K12`3~ZzY$2oW&ozEQj`R>OWgQVk?k*vJgewMxQgFAGS}=+Mb+T^()5Kflvp;dIzO*j z+vu~>uZv=McI@tX$B62h$qM}B@q*<*dG&7@ccT4$UX_2<$}#Imy4G6nwTC1JDC65F zh#4|s8hp`QtJ->uQF#c=Lra=W!{Xmlh6FmNKX?wSQ@UP@_+%DgJwg(g_pN|K8930!o-;`7u@1!kY;P?HXgQuM~ z`C7@r@jz{QQ`%KC;TpWQTUl-CGn=9$ai>i9ujNsTW=l#}M*Rd?cn_a2wq)U>Goujh zh;26#;h5@>4}DB;Zm&<-#~qoo**n13Qmj23H8S4@YnNBbA2qEZ57=fn;_Lg~^><4) zXIv9ZWx#q5JvK{e+Qz!PXPl~DmvasUtDgmQR1m%ED9D#{r!PlCTybr!dz$BNz#{Rw zL+-)g^9xhXZ7W!l&()H1@UR@nu71PSdg!!(uMXF+TL$u5?1(c0H7nn0%;w;GI>UEU zCay~7w+1P#kujroWA}08J$-WsHpVoueon{rSn%fFtP!ai$v|j4$5UjK*$)L2uTkL~ zB54zedXN82F!MQsGj~JfIL2aT{T4GDlYe{ z-uQIRqT}!kfzCD<1z9ouISi0u*=|O{aY9xSySsm))F=S47EKaf^LP2#Hxp#7&*V6iud0`Hv0m) z*)BS218Ki_j9o8jH0bq|NpNJL>~6q#ZP~RO09Y6k8Rf=fzs!4PuyM(5c#d)e3#6Z5 zb+jY9H1_OT%*z_96r4o1n|Td?^BUaTbc+h)F&HrMy<7F=#HJFcS1#%U=-kmvux`eX z!ar}MoX6|@d5H3-I3OZ17-nPi-GBE;UhzUW@85zkEnzJ%K6ey0ch}*1&Y3O~tk{1( zx0Z@S{EM|pNJRTgOWOmHa`-fjHN^V#CPr<;MaX?E1!Qp|)P1y=X%uLEm|e7sxNILi z(z&Y(pjh`4mMVjI!JF$jHcKYVJZ>%PU0^7C_{LBHw5NCj5?0C|`li1vlAB01tlQmI z^FzFHRV#&tV_fK_LeCSsmsCrv)KZ2K?CTWq*(z~LgQLdf~T8G%pRRw zBLJR(!fM$oj!dy~H-SsCLVtMhU;<$yxsLwHyXV8kwq z!W8l{ck9J8;%g@-hC^-k-j|0>%51cBKz(rh}Yky;K;6@b41M`|v3O6J>7P7Ae zJA=KL53K7fULd#LJ)8+Y-oN+>sKPJ{cC@d!ElIWAy)ZcTx2Yh)ilGFj26V&m@-IFb zkmLm}j>_tZ_Zr6J4b=6>XpRTY;QRTG;kF<6Sh-Cc5@ifWU%BZ@JV>}j%+9ICy|n>2H< zr_gwPh*Obn+b5=Wh~94bh3S!^vzuWRg#$&JzE*>uwz`&r_fseA+~0xGVlS)22yiFT^KrD zcY~fxAx`8PR+Rd2U2}Z9$iLYNVH@_UxHQ!%q0oH(PFWU}_Vl?eqY0@F1kA4lKRo*- z2HwTE+6cuTtSy^KX}u@k%&Hp{nEyn5M_653ugzaRT7WY}E6Il}y!*@6+;yBo9`sTx z;ERH?Vwb<0VUZ>cJT597_Dc}9o}W_=`FrV4Ds@aeR&}!F%A6{lCJS6-cUliRuFY$W zk~0*%gaR{m(kBRGM9QbY1WJWSGMn;!BAMLCmD6n3Q!R8Se|E}Yf zrS1i~>-^l@<}9FagF~P=53Cc>aBfZ>lxcKpHX~u!_F>3Xb9{F=-=`d*Sgpr=c7-`z zwC04NcG)>=q|AggF4>N+_|+!r#^>(@<%ct_WuI|ZDKr7tpt4lG0`9r}C3j2w#WN8k zz}tgS%2{$khqLeeAY2(j85B^qxddo^z-z6^^3i)IqXenU^Btx%x=nuMnv>1%fj+{2l>yhZ$gmI^@OZE9N(JkAjcDJ;=SAp{|yDC!u&~K`4iyE2_9P)j%PhZ@ueu*hPVC3 z_;V>o0kAAP5=)6fKuABXm}lJyW7-|-I74v(=4F;)UZ$>;0bU3V76FTY)y?#+; z-fa!lf)>jf@1R?KIBOpy9xEn@&bIYZsv_G7rOvOC#7sO+pi#hh!XEJ9rsu)g zKBR+qi6#4NS9#{l(V<^T@3R|?aoIOoWY zf2riL))PzJ7l^f$LCHSR{x%#=t0_sAR}*q{e{u_M%YwkN0oib4l-4{$aU3w;;bF$u zgTau7@ixP%A_8)MS!A}0y6wrBO_?QeLrF8$#LHW{XoX4zOPA~U;ixL7?uJ-!&1psZ zY;${hyKYPHhFECL$+;n2r-858efR6M70iPHiRq=3QeLKi$PKZ`8kKD>1m!BkZf>I6 zbDaH;QSG*YwPw-uKi6(ZtOau_{(LQJgLsr%2yjurPsdbHBl3NQ^|8P*cj}Udprhs_ zV=-iluK&>aQ^p>H9wFu|!4{n?EpUvjcQ90U$_l|FvCtipl>(f4O0n!b&S{?EKO-6W zYV@K*G0<#&veTOCHQ38iH;;0~^x2~J?ETKw0yF*uhhK|K2hjnU2$|W{)H&2iR$X3_ zj$VYTtc>0q7EvI^=-Hp*eVYLoBw&c;<0O z>o{0anH~9$mdquOVqMLz=~{XN1>Bj?4@;UNKu~tL)hl%AWg|mZGt4!)f1dX0GrlOz z`H!8LQ+4ZdIa>7JT1^ts6iGf>LQr2Pr|Z>P02;b^#3@IpR|N*Oion7SNS`6g3fH6F z{k2l!zoGK{fBOiO=uW)K40i;mg(kI_DXRjARL>WYD2_JjRvRt-9~=9kA;g=cK+=aH zZ(3rt)7tRj_brb0%V#4NbbvC6a)+H(ad3Tqv@e@3;11dzD-{nQZXN57^tOWp=jMVIq{dA5}9Vg0>3!1HrzSHKc9Hi&m9 zv|`4J^dYJzJNBs)QT9;%-wKoE`Y00Gb`^H(6hU#$kpUs!S&4rQt8DFy#;SuQtm%&) zmd*G;Fv0P+rGNQ{OC&`kn+F}liqxYVmZSVdM-nmjlvq+Qsc%<#eAj{dPXkg6R#_*D zpd<_bd}*LVYl5P{mc*T~V{+o@5L(5g)hCa0SYadN#M7}SkDq~Q3mj1`5Nt|Q;HQTc z`6|SG=uBC^Fb7ZYK)TTKj~?QNq1T}3L5>>Lv&Om(mrR7CW`8RKPaC0IXd&eJ6M2!A zD0Np13UZxooh7?de06Od=s{U;`{&ZKf}zf^k@opw-(pRDrYT`Glo=p&sg0OE6y_ae z+(mm|y|2fMIBN^d%2BxVYAkVtxAgPnTVqiq5`DSrDA0pyHV~aD_GpGSKla9WfT(TwbvJWjGQfk;ay2eAu>xKT9F|q0oV!(2d z-7zlOY=L5(q4I?C9Rjaz-lgs#P`>^Mps~KtQFwBB(5Cr?;8^_zah<#T#PlPh4fCC! zT}2XP;EImgKjJe4Uv=b<70~>_+6wxA^!oM~b5~?qZO-24qCnojrt#b$RG=JFGQ6dyF> z?Fz$=b?spRtS0dC@3h|EvJC7=jfb8a>5KQP8iS==?0&pY|GHS`1YYi5SQ{>Omuon! z+~Z}goWq^7h4#rnIP`|b$;3;7j%iWnjIkJps~K4HaC23*@Evf7I6pBAY-k)KtiyY= zplUZD$-hEf^K!W&UU9Tjj&JA|gh}(|;$noaIzTTIVK{%k|G_K=urfQ;`a{(*?Z;DG zheEQ~d`4azf!B80Qg9FdvE|Cd=q zwUJ2{*SaT?6+_fiLp;qR`Q|I!;n#sB#oxtLu&S#0+chLO{^Nwqql^tvo^+j_`5vi$ zl+3eC;jx$ZUnx{t;SyK2%*4L(e}g3DIIu<9@MZ4G&rV0;R)@cU1$=~F*J-}iJ)U@k zF;uuFQ-VK91AJ~AyH*`Fy#1HW<^;ktjg=-fee)|_T~=j06M&%HgaGvi3I5AI!b3jY z5UGFx3^Q6jot(0}0%+c=cgb@Lb-?Q4Uhg}yAi?xZKxYPrcPGcdt^lU)JksZi+JEDM z7hAa`b{;8vHC2_-))k`YoUX~_92lfk!hGMyQ=6##AvX)aIkSW=g6Ht(R9JD8qh@QQ zwDrA;q1Nf-0k0^JvzVn;J6DO8iYSn~Y47HLMoRFVyE8_WB{ZqM? zoe4_I{wP^=85@S8j)boM1%{(BmQ>`m2i-F?uoi!0&xfKMZu!d3Mo0Wshj*W)cCGU>xXzj9K5gFvhjYZ zmt`LgDpW8X=7MJaxCTOHLalsVElzMs##ffk{~tc5h|+wiZlz? z)Yzr+A1&d$4IP#dV8*uH47(6zOXdRSOAO`4whfZ~nYB{1Sm>1+Go|W(qh!>3A591_ zP9lYuugV*xqKpBC8FR!?avLOl^oUfNXUT+Lzwxuf@Pe4mN@EesO$x{g^y<``U@6Zh z=hFN=7m)S7i0^P?E>&wvtN43nc;s&vMFLFnOd1DtRIGH*Ag`0%uMLz;tXNgk_p&#e zL@Mi7Yj&3wGcRZvERW&YS)V3XSpK$2SXlB&qjlC@SHk>pM6TmsQoQ4wCTabVKS8wN z9(kU&uqtC;RnzDw5&OuOyNpp-Xqars8W0@LH{@f_2;Ir5)t~$x;nXGi>-5rDv&M#j z?iy)ShZk}(aZj$Z%rQ?UQG2ee16~o1wP-h4%FF`Z!I*0Eh?5RI_ueMn@A{5#kUAv@ zcrB_CzU?HJdF-(i0uQQ2wQGb8UN=(88<7YM7U2_Z#5odrRmzgJNM~LaZxOz`cidv- zL!jSiS4t2t_0YR+?Rgb2@L-9MTV1D)@omy+S%FVb#sc0~Av2UWlMqbnql2CYm4)1q zN-VI{Gf?j1u(1}C>wx)&lP4nG9}qTKYMC=0(=JNG%zTv056G_WM_idQPBYA~C4mjw z@1{dAPV1*>g{q!yOt4%>oaV{yNFW;hotz9a0&@=1!7eEpXVHKCtu%^&dD{pw;Mh#Z zKTb6Rs@*@AwlS`U;@ihqhCi=WcwJzin?*j!OlwJ_@9JYl`;vR*%9utz%Q(q{;-AV$ zzr6`QARS+P8nteSH8=&I_^b*#Al@23)cnl3waWNhVz}7-I(Kz=HCnTR-g^MQWc<2! zWT@fGA_tM}j#(9bh2Au1-ufRd#=LA04_p!6u;d#^V5kzHiMjn}P0M-Y_ zq2}GX<-8E|C9aZ7mY+yCMm%|IFgsVH++QbWVC%wor9+Zd>P>C&>-tWF$sRwiTZK&4 z&GM47kYM-$b?5hFYy+XG1J{oG;Vuyk5COaGEoqwf6Q}ku+ttKLuVmzaE@UUc9%P3| zvpTp6MD{(sa@9TVG+SKuSzsTvqL$C3V z443Gmx%FLdPDm>XlzO>K?Ab|4xKVq<6cZ{J&{b#`{)tvlcJTiI9`4_&cPt9=xzzke&k^W%D^l93QzLeH+VyUg57+bUV~!Ms)JEE3<^pPqZ)@sBU8h6J72W}N=%*G5`-GXH zk?(AXU|TwZTI#D~%gJiWFL%D9UNH!~*|sh54{OuIV}>x9*%~woX|cxF_SGMxL|4Ph zEWh3^wITcpP>r7p9QgKn)fZpmJ20gwvMgH|>-%=SVP9z*a4qD}clhV^7k0P4$S~*U zlh9V?v9x%yqY?Q!A=uk%_8ZoSx3RGxk~wm&7XkT#e=|wls{Gqsv-nbKV+a_0Q@D!p zc9&?Z#LuZC`QGQHQ5%SOl+G%{gitb ztJ~J~k=K0LnlB}4Lh3tE)+YSd1YtrkN7PeBj~K0@B6EHdZu?h|%ApK*Y;#56tM(-e zKc{cDmq^p?4vJUUaRIi?doPx}2t>7V$8WnXsE_~f3qbsxT8Xm5`&?7vZWA2sDyRqM z(08Vc?0#)!ezcFZZ}_Ck&d?Ouw*E3*e_Tc)cws(&x%s7c#20&SA8(@~ZqEkL^-{Puc{L-+l(0~?PY>upvdOIfLLQ3Iy>!TKh#Uxk3&GGMHVzY=PagAPSiXI^EAtevCCm_erts-AG zY|ktmI|s%YUtbDU{ho=I``DN^c%5fIq3VSqBy_5USY{tEwwiVQmOsEi-U; zQQ%)XT2C8r6BH+pn*lQHnUkK62T=<;@RAjfy;HeBOT^y~9A#PLr2>swORIq#6WH&K z72B7gdRV2Goq=sRGQvqdO~!R}-Sx*kZx;{D)0K?N^zcgS4MOG%lg!$Z0KpS~{7r%L zpe&4bM5(~lot{wRgIVDF-I!)T3r;B{yU=rdQ~1K$8X-nmjZ+uw5zhop9%xO{&+apM zd5LmiCSmgNdU~(DimuOg38Q4Yx!;Yts?Lj(RWXj_mV&h8@bpXFrIC7wkDR^#B!877 z>zI(iPWx9|pwzWO^iP*{!7J;F#ZTNWuhn%Yz`dn<*fM=EwZyt1&)VeFoOUVY;{@K3QM&B8r0>9lWILTr9#zI5v<$Ry zwI_~l4Me#%{`8#0%t_h?ZY{A=FMNV?7PE)m8}8M=f8Fo^*sO6&!I-MUs=IKk=YMh? z=5u0C6U-=f?=$Cn2;^O~zwjk7%kO*^d=IYyuI!Q)b;y<~)Grx0lXxLjCqdzRc4)Lr zc}JY~SqhY9uylXr_-D59V5!INIncIdy3Y@u1I}$t(F*ZS!)edbAE9TybWmiIUl+lp z`If?bI9s>UMt$bzeopX>#FsB_u0va~;}!0O8Wp{EW%UnuefzR+`rD)V7q6XQ<90(l^C4JAb(}bU$^R-)OoS~x~j=x zkIvlRD58YGVipLZ&-KJVeJCO~V+%>W5R)EFUT9U$^#WQMIj)X|(K5?jZ`Vy}ateo= z)Fk|#RtO#>|AQ&{V|$k7Gl?aT3-5$Ovgi1Gf`KcZ&VXNBs;3bWVan?J;yBV`n*2{$ zFNy!KvQM^!V4L!YQOQ=R@H>{4BW5-5O&NT%6LpLD3r2qJmjJfM(EoJ!G={#ax+1}RYM{-AO3Z+lam(^gA zy7IH*uduJzl;{8c`EX^=UA=aTGalWGD=yj#zHaTGBU^)j`CS?<^JqG$Ez{0gEs_kr z?od|L9ARAhxb>AO6#`?cquVHhTR~e%Ga4;>FLtXaLxz-U3M=Z3^kan9scxxZe-RY^ z>7`$7+kn#3XRFRab=nwf6YEIsM;J~6b>)6qA8!Fq6N9jlPmlTH+5YpHVYY3>v!i)X zXAGQZ&+hA!*Jke*oBg9TT>E@;nI9PS{{9ZcIAwRZc=xx>0$X*!56LYfa0VXHeh9FF z1MLGsi>;R8h^DPc?;#S^n0wTn#vG@F{WcS93ZPJMahPv)ws;k%Fu?i9J34QMG^$zn z%7_Oo+FYVjumWdc_CyB8^szCc0Osnn)Vu}tk+=WSlB`7Jlyr}z-Q+NAFg!B}Se$xU zsi;qWI4(-OQo)pf+H2ep3>N*&Zk4J&e;_u;6^@9I(AOP~QmQ!4vQ6p1i0IhIo&40U z(*gVpPC_X?V1}iPo*h3Z108xXjF)_=`M@&s?w=Wuk-js)cgRhh^2nq>xOB|LBLy8Y z?|Gk|X{zgYE5DMH|0|;bmPN8U6TkB*1-#$i3x;CYH+{-$^pzWDw z^bY+fJA&E9S1&$hOkiktjwPgoV*b4dg>vW9!n_p>(&V|j`WB2DUwkB(;K*DPe=TGL`tzmb-I1?c+iO1_L|n|{bnyV=+eUDGI1>R z11Nkyg_!@DF{1LUq;1JpKiF^z^nI)_JIK+SbIt%|oL&qA3FPe;HSy1D&Ie`OY+3@z zqfGGJ@~n+!DZujG1XibcpWs}dHuO3S<@z5bt>}$Gy-+OzctI}q@&xUC)ckwlUhm-w zd@K<5&TD0_Xk8WRp3bJ1?Ub0B70j@;ul(xE+2M}SS#@8qGv&sYbt&C=uzg+QDm-Zr z(HYLeO&-h9ew^kgI6`>=YGvUq%&kaGy5TpDJRZZC!(bhh@!l)K0B%onyyDoP9hN}0Xp7)2^&KtqWt_L; z3iNaRJmWpipC)=sywYlRJ%>LHUR@HU`5>;-zh6{KVgxfHA3&#B2BrItr>%{#j`}##AD6`T?z*nmzsICzwDqmFzmby74HFi;wFd{|yNte!lA9U~c`dst9QOc5k_!T7VbA+4E1vi#p?4B{oDijuBw_d=ap56(X1fx35z&4N2wxbYs%bFhyv8EVW5w zytR-K{)utm)J9w!?bUGn$RXc$}UQSlPUs^lbEYr+c}>Rj5S}o2jPSBq<>=wJ>`Y)fHDl1 zgGj0PH6Q3sqVM2 zs)CcHx<)n{>2ul(wR_B%yIpUNisA5-{l=pz~D{IXI zjJ04~`}cMsmquSp&*_+!q&{EItbVer^>)6Xdxa3p;(_V#O&r|@J9dz3i$#449+iiS zlj7|fbdYIZY0kwNyP5xs}s*N7<!!$tl5u=47ZH$s?9*}?EuY(*TL}B zhPqs&_t+UQCY?t>Wc_53GB}_4sjh^@9`#ikfB!p`e&8%i;S~F~SoMVvg2jEK0NmZQ7%( z`e2<+4GzDcl+~#~Wb6dPjY7umFqkl&Cj%Y|w9yovxL3jz)$4qM$dJh2qgFSX{pR$d zUpI?9Bacz2Gco)*S-n0$#&x+9y+mJm)=K=Ujno0ON(Y)u3 zyh6nKQ)AhE{Qk8iou8+j+;soiq}4rWY$O!r>djCa>U)}MIFgctn?-D}4`=6O_}^vo z{i&Mo1Za+d%Q%%OI)1I|v~?$N*Hs*-$Am7!UNE0^%@`d#^naWnNWEZ8Ur_o42YMCc zO2UA#Kbf4gW}Xg1(-{Rmfq0hdcbwTX-HtJ>|BEIXAuz8uS_OsmY2OfJUwEZ|_p8bi4-Z%|&>%+4gfEAA3lNb@+m}1^=(Z|C}Dba`u^;}B!3?WJ8-zpmX`+rMEN z7dVo#1m0c1mI}hk>lRa1(VNd#U-wH;t2pY^`$iO9aolmSLE(uMXmRd?GNi7w#NcR2=0+MXyP4~4C0J)xU7y> z@QnqM#1=)Zt{&cpOjG7PXuYXOaZO!dQ?K%_XR2PY>2E$CnK#p~;3V-EzmxQis3~-V z10NV4-cC)0%dMJc%%Rou2G?u1BvbFpsKU6%y9hAN4!P1-E}44bLUvL<~YO&R9Y$+hx*yKcmz#Ecidn>AfR zHbr8u1!j_H7?q&6)0V-m1|!}Uc5H{6o0YkX$1{DpW?^yD_$R@s(b_x((p5&)FOoEGr?QF>GDc`tyRph*-d~#w(GTRTe?EVO z!udacy}F!U^wi_IPnkK+s_`9+^UE?)(YJH;2dpR#ws3Fu8T>hhKm_le_eQpb4^`Z0 zzQ`q?y2tz3Yl%UR_y5F7r!OmuevLyGyVDU z7t-sI{kPw5i|Nj(!8V7hc99=u0p~KhZ2s1M^#T*(>f-0j9qu!F6fE-nv*J0D`!Hw4 z49RuM0!Gux-ow>?ApGly(6+e^jX`p4Ap|SK*kIx(&BxnywuU5Xj?2ro_aDvXl~%nO zZibI2Wi1m%5-6&ix?Fig6g-X1kgmv$Z$%KV?orxlJcaE12aAX;-Y))dY`2^Q^Z4Zw zR1t$tMxVd%LDq6S&Nd~)s53yUR|u5|Vck^A9MIK*Pkj{|t2i%+3q%tcNL z8!heaoItPnQ?7Z**L=h}jW@Uxpp+JF8RFA@+A(D62Av!sqr1U_@X$ndWAfS-`};ep zy~VXXFjI=SixY!+mS4bmQo3)ee&cs%r-$RUhb`#ig*;TWeZ&7-!yS&#!w#qa&60=l z84lsVoVapzo*vx+0H9pp$Gbqg5Gl;s@g|&uPh!@=&uQvzzV5oo0G^k=D~}DJ8qaSF ztYP6jAxQVMTUGd`t;KUkkXvvP0E;TH{5~V=Sg5=HP&&pbZtn-OhTBS|8&56V&5rKQ zy%U(|T4?1SdpUK7-YX?nvi4`%qAX2H4)099_x+0h;$2v_lw2Ubh)JB9OpV}k7#!CK zfY0y<^a2+DnR!J3$@!7?0;K*(>*kP^ZXMSplMcWt*Lkj-fZRE$443VW)G&sWBCFbO9M0Is~F_5hs5U-b;c z_8`^QMEdw^lWIflpj>$5U`s39cYfKDN5Pp#yg0_1dyvK6eDBTRRXJXsTilrfe3IKs zxmB{YQ>4r@oFB#&D`VU4W=~Bn5J9fNX$7dBX(so0<0&{rAh8fB^qlho=Oo>@bM-Ff zbeCKQM6Y~jO7o^;`sX!X(-<_yp1PXH=zC_O)b@Xv-3Mp~XuD{6JN(!YK_@?tRwlw*Sl!~( z*2x}dcLBWVQbup!*Y}TGvdZhAW;QyY+KA+85q!_>-+M>+$TmSH6!AlglM38^yZB-y z;|_abAX3=cui-O9{jU8zaQR$XMu>$~v5pzq-Td2`$W1`w6AJYduNxeCp7?I%TiS_r zbhAiti_jaek#O=FEr1dJZ&V^!kl~RHPR&CjdT1m(J4@T=c=6uvVrfe@ldmJ5Lxj~& ze(}G3>9QMNBLI4P-)}5g5V$k=Kv6VLM*l)24SWM_qCH4akBUWfO#eTyr_Uv~SNo%2 z?e)#x)6FdnUN5D8-Ud2x)e~s znbJoVw^Y(Pan(?P@3x<;=r%|TGACCRur%NOPRv0+&Q}I7vH!ujka7~w$HrI+!v6<> zdQPDI=h+wlo(zCb{{Rq`&GFyt%J@@Tg|XEpwCBbv2CWV7TpZzpG=6?7!+8#XPz$8O zh==|VFVqk>B@w5(6MO0s>xvM+qatp4B#PW5y6z>?Eg}+%Ct~#`!umvXtxU8aNaRUR zgoR5Kco9jvEvw@|Z@@<=l^VgS)a!ck{?)MZUSeD3Ig0VI;Tt!`pPKe8a45qxrO~>Uvt{B~rU8gnj&f0#kQ9 z&X-8zRH;N-Q!9wytOJSG%%&YMeZBepTT-A@f2#Uq{`PsH~CY{nd1AS zWE}zXtOfsnSkwjM2Y)l)cz`Un^)JCcGRUm0hZiscm zy1hg8k`OE^H-9ZH%rAZZDtk_P$ZX(+z9I4BZ2fs2HVg;Q!(i5;Yb^GO0;^L1mSWa8 zTzq(;W(DYnTe5UgK%0{KKcbMbOjs)N!U$IxrirqO3fkdLiX8t7M1A>6FU^WoKu7t1 zfT)Q%`lv@DlZ9tTStq8{?P`t&N!|0$>y=lOIpoM}Ia*3POC)g;*Pa`1`^!D-jSkXZ zV_dwk=qE|dj=vV-t=9F((z5I)AIjz}mpiv)^#6~HN4o)i>lvf}_&>=)jJRu|DMqO*Dk!a7~TQm}7)=&RJ|BwTi)b6Is z04DX#vlc!ahS#-JhkUoB8_J$p)C69g&`HQJ@4o=!_gq%M&tr)VV{HvwJ;f=>RR1AP zc!R3{2FI8FU*vCQomSny7(Zzesa3s@4&Q*qaz_0-is!6@uoIbeapwDVbuSdNt#<84 z2?{Lv;MBWV0`MmQ>dK6P>6}E*pnFl4f>GkKzf!E9vRK;k|9uCrsUNy3#^+}q{Vk0v zEJUgqN+v9$mnWhFnUZ5Y&2aLfC+!8)A8)xt6OeTFwCJ2j^mJFvywIP2vBO90g1+j4 z2fF(jpUvUl)vcp;!57rd$eK0~CKH&Duj?<>Dzi6PS+l-xzEl&X>4U5JutqWGdGKH> ztNJjAY3-|5o*lYuP zNS>{d;#OizpMd=yYF@YA$B@!N8lhKMvy)ZHF?C;jZmD1mTlbLGwHU-w)$3l8kd&bH zKmvN4gR4~$i1)z3WyFMUAFQ`oxZSyz96{=jbt#aGd*IK9!y3?5b?EYYu4k9rk1eiDlE1%=C<{>J>@5>(K)^>jiX-XKSa@tJGuPGo~j@Gl#H|?i7X#I7(mMjV`gw-%iZZ=2UR zdv47vLOimW8=;LqoT2MRU2Q?$Xb83w&E?X@hON~YZ;=zKM)&pAKyQqb%trUk)ktsh z6T?P#UJ#5s>UOvhVt{D#)|hK&tGHbibG0-^(_S6{G;wYj_5Y^{`#(+E&W;0ZR0s(0 z$_T8p4F!R}EaD97Z6ij!UT$%Mb+@IPdf;?iYC5kV=pmoCTPUty%T13Cx^r)Sl577O z4>R-lfa@Pg$iORFa2w@K`u}Mj^Z(sE@>}e7f*u^RD~Zv0?Ngr<+X1(=k$LTC-@Ydj zYCy>#_qo5_>G_8CPxM$ejw2RSY*2<;X_ z9KC12r0X@2sDGF7>nqz0!^+K6@Pl+;mYS%2--GrMWgoA$4_efH-aJRtUKv0vaV7#c zgeo_&z?ZFN4J=tTW_t|YPR9NZFCRe<0vt;pdnyB+!FU+{nb_2n=+>)I_>qowA2Lo?KWv{z;OJlJoc1mOM)Jk9B)gtm~Ka=~7%LOV?RJS8YS*Tb% z#H06uBlHQJap)ZaLy2@){v%So91)FZRrR#9WU>oEgL(uXamtctW5~ML2&C44#zL5p z4oZAAVeZt!+WZt)N2CLmie?Yeq!k8gm~@CQKTB6Q-gIv)A%P)jA**(*Qg>Y$x(Ah*1#v_)t-{U^?% zL-2^ro<>Xay3z{qbm~e6o$1Ttx@PkTg{4)nB4RED%P_dTD z3hL|!f|*tAoPc*GTd46zzI`gE1t1@)$}d69!GJY(8MI+ZO~>QDp9~Pj5eixaL)gDS zK@?gh7-)Y=JCU*3b7&n%r?CMhXPCB_6LV8b>XQ^f6?R#EP8w}xEb=W&geDBEitZP~ zNp-gWpLPZw(s@-WCAP{eG7Pgs+t`6D(a!_+Xry}-IUMCMW zdtT=&?6RMoF91UO=>Ok!r}_uZ5ChYzGsLo)LB$_UV5rH;CR-$_{%?1Uv)%qkMPvE?duSU5mBve-L9(J$D~!|-Il8T)M0x$gY#?Jci=1va}e#gCQ#BILhlVd zWg(#sr4N7FaznfGRAt+rG@d_|`-ReLLxY%6_`lLiK!4Y=oWrqcWH!uMd~iv9nojvh zoPi$LVYb(^rrPBiF!%FR_zMkgGqjO>Lh6*G2carE#y0;LbRTQiimip`FGI)*zQcP< zZM5OWa()^m+DZ?Co{Et)xrfI7j3VtCP~DyA8dcZ0ujVt66NO zut#z$*`w@=0H!((koL;_KKQl6BnS6-|I&gC_fP_c%k#x$1o__@tPW6G@MXKQ<++;pm9 z*e-oDfd@)=TZlIng6QPa|1W%r1_B}M6VhdHqqZ}2)2OfQe?pJr|5se}Uw{G&r8>^w-XJx9lCxgQfi%%jXvTYl>U0RU&;TT+d`LOyPGlD1(~0UVRw)xYv}m}(U}2iy~rZ9vkkXD{tbrc%;V3P z$(Oe>v@FH19IJ9&hFPMeFPXZE@U&5-uHug@nR<$_?LMh_fXuJOM0tjjo~Ww0b=OFv zH!`3stBJviv)t!*@LQJS@lFQO-F5cx50`)b{O{Jm7HH1&Up1{0DT9Q|)iSKYig6*miU_yI>_KeE^fQs%d;rm1 z-eNi)>u3-aVu38e6G)||E>AK=*!QKElZwAF=7oVgH8k&LHoohyxY14aH5FS4ev(GG z;x7ij{YphDH6{6EXwS))`5*Wrlcw^*2Ub+G`8{c0G^T{@6y^ELd#ayykKTv-?pJbB z&D6%&=*izrntl>4Qwrzbk1!A}dl%kZ0toy~6Q=)xU;2m87T2N&UFS={J-UV%ig3oW ztmo^g&t^7}mT-$5(C^^S>Yx8!#dR7-+QYp%KpExDv7!FGfy*@!@WL{{AKgX{Mf?uw z5!d6~{QV=$_OWTx7{gE835GO`G~5YWQ}M_N;$2q*`IMtX4Fp2na?*HD>+n71P*yKG z$%R$No~t%Ruc%f+Z;gNMyi}dQmqnmd-AUewtNx^(Pc=80L75=Fb?y8?(el;Y7?!Oh zYe}qSEv?UQs{1PUS15l)TYvhW%d7I0#(&w57i<3Z+KXaxEzDL8ilg_%yA=gvVtw`} zQl74lQ46P!$I8iK52hyzsIGIpyZFkxF&}nchmMugr0MerBjD-!Tzu|5eaoTHrswt! z(&;S+{0Q^3^se1kl}%uygx|WgEq;(DD+gn*6UOCb&D`7SN7IH`J9*EOvPIv8W69c< zUix%;vl&*jgqT|CK5ROqbtRYF zt?(JmBuNut=4&W(J(&{Od+oLSW5uZU&!uvz2p(U$NzZp zd@*&eZpYhpFKtel6I#Bg-xAjfk?nv;c0leu?3;DcnP*=`)TNr*E9#`<%)Sb&>v)*? zy;0NRSg&TdlvdGpIQt+xCy-(5*jV>rXHme>-n^kcNq?!e+ zUL64CwWL&TpFR6Jy23tw7N21*hGtGc%2q$;HmE&orJ%+cQK2vL!CPeh*0N>H5>Zp0 znQZ6{EvLFEqk@-l2V>q7lU%^ zR4|Q2;+rAVZpVBFi@MVVf5#RYMbMfq!}LWi8X*Pt$8GhHe&^%d#l@yxeu0y5x{6Hc zR;rtO=u7uQ(^+N83bAjN#~~YwH$Uo#Lv8o4=9GymGMNloSn47Eor`^ybxA|E%$RfI zpo+-xl>1FYnEn!5x#4#`z*55yJ&_;vkmuIN!+)qqkNj80^hJc~Ar5xOo4*$?a_agj zZNXf#uaU~j0}WfYYao181WE>RhEFRd?Q2v5a@<9?d%oG6E;Qvcw5cy$l!i`$oD|tO z4luNEM9`sE*SbN@22RWY8r-EzsBJyj$Vq{-F_%2!H_pi(+5kLg#8c{*Ki$1+*I4WN zXCsA2gSb6oCl1aV`!p#T+%&(qgGO4l*0}jbRrIE~(MAe;7E%9-EC1g}T~+~-M4QqZ z_dy}2(wiH=8l-S4&ARopR&Nm9F|l;4Y4Z)QJ4zC6NfU0h=Nj%d(4hnWRPkG4SMe(73J2& z)VhvqVH}-$HiHB zgyHSOFQ+I%7*RLg5k>WcY;w_^NqS_3@CngYzGIgKEZILJl% zd-^&LF|spqx>}F%&;MJcNQA+nGP;bWFMmtjdI z(u=^fmkE)5^;1c4T_$KWJZ_Njl$!1fZ9eZie~Zew*Z^{Ay}PU!W~}5q{C#@t?;+}p zQmQgk-~$QusY7{coG#Xrx1Mof4};ogu9yM?u^PlM@-Z1cx@Ot;G;|qEToi#&tA_~s zD)o@qkk0rxFGkdu5HoTPg^n{OqRFV*fUi8{bV&*dOhm&5A?W1NH*s;|jC_p*FAOkQ zWsv6xUl>q)dM%e0*X0q-L!Q?a8vnu~AN_ebhmX{JkYsW^z6D<$*RVmf$=9xLKm~?V zv;2Ds+#yV#=f~{P0nuFv(GW7Z)UWZY=9Nr&qkUGUruqLUSjFW2jy~<4QCN%0;otxT zm?h62uo$90qyCQmow`xL)%{5>XH?-2w-2dY4>nM4f`pF3MG?@2go|#%g%tdZ0=Lry zDNMU({TVulOWgriz$CGW;u~u;-^-pJ)7pHl`K)+7^D7}-iKj8BJIb)^o>Nx}Km48v z;2&?Ioiebh#dWad7NfCpIRLp59=Tu9YP)73Thae07{vMs%DH60(TNm2!(3@N&);&$ zy@-xSH;>SwU}Bd$_!@s>2JGgN$~AwDKQSXIOR0j!ZJOmbQtYsXW%n!Ca!=|-o00VB zo99O9tvf_nvqGpI+b)fbav33aK6i^{LGtCkTb&oer$mUgZg>bo7~zDKI{n#`LS&8M26 zqw{h_5#g5b%h-&u@Nh-p;=bdTQ6FP@ajN3{QoOY@oc!t(87fB`Po|KM_RcpjoFPsc zC;xX4V_Rn_p+XkgcT1^B!}TFd_V`W|!de!r$>N|D`hW08NuGe9B1sppl@L)PA6kiO zR|UZlHb830u-M~sXjxBZ(Ds$OmdIOu0n%@bj8)#LjCGULB%> zosQ&**k}dPfhJn2j3gdMLC86s?*TDFz+2v;?ubh@si^)Xo)-zk)%xw^x)zl!$wx=< zL6Qg@*Ncr>iM(IhiI1ITjXK5`^hyt?L*kE>4@Cx2eM31~_co|R5baYkt7m~Ktu6IO z#RQB7WdFQvKqCLbEPsnLuuPNI3P|+>6E%OI(?^h_25Cv5w9yI^@YP{%mj*$|q!_+_ zQQ$JMM}ueyZ!1{o5JqUC;enAyz*jb?*49#sDzqO-F*QC(LPA1nX-PS(Bnb!A&;)MU zrGEu82NZ7uWBBu=Rs-Y_Drg@%kwsoxJ(A8lOCjsi%97T`Vloy7&H6|MN90J!68yx( zE((&Z%VCwJm2HDw;Q`~{DoCt0Qj6-eilq4kXf7Jhcn7=3L)JBD`AHeG(At}G0$2%> zv3v7_KI=YvkEtWwNfbn%pM%Lt5ROeDvrdN@l8ro6l#{`7xuw2vQt9u+_#~N-_ zfzudC$PE5a{8VrOPcB7ur{z`_;`w8x(UBzU{XzQQqnj!8k2!e$?`{dLa=7qeh8u0* zR`<7o@731TYs1+@A)z~(9!F7O=%H&BEb6T4>rrz4Xs&GcnDn!;8b1Lb?*{}x9`F4h z;T;c$67KlIR6A}9ESxl3Ni=RS=7A&Yv#SEjy!YCoZZ;u-U-q_S99v9XCzZpJ_=7Xf zI#Ytx_9y<0TPi)DS=R#bl7eFBYp3wDO04>3tOchP&$;a;GR7^Va;MiJS>y67)EOdH zGJgJNwNV46)AoMLIe5iBh5VO1)VIH9?(%P}r#k)5$U_Y)@Ux+TWt9*WS~W91aI1+(s}k9->F*S$k*9-b{C9!}rq z@t9G>r)LjZpe!%RaF-8r^HN_VC5)aD8&LQ1j757;*6&Wq*xRu#rOdKzj}tt%5U;$i z)?BohHwwp1XU?8+*duNTcUWYRnD@Zk6s2ihq8_%^98W!?n9BHahuR(PrWX&HB^As# z&m&EqXswGc*6cMYV3DYuHs00rpOOZXx9@%j#`z!vzZC%rMh4Y%v}+HNFy!P1aCs{l{HRGEAByN(3@yeT!Edv zj~C#KeMGQMAr=%`LUrQxXX$Cjmu&4hnxR1yX|3GKDVP%Za? z_D{?7cTNrFu2cM}1xVYDjIQaK+#!WDXz+ZbgK=dAAxc3JzuyzV^TQDjzJpzVjv&h` zJ;LgjZhUsyLV|@;v^0x^uVv852!tfkrP)(If@-?4%5wKGD28N2)$wcOoWvPHHFtlz z!#(pyMd>ONPy|bFXN7_Nv5g0qK&Dpp}bV~ zdw}lfUu;m7hwGXiQikZ(_lHBiB;l~f%!9hw^|xe1+9*GV=DSE>*4+Ir#;BtF9N#hE zNANk4D)xd_tEY^5Jm$nRWhVl3_|HZwHQ0T%z$xgrjIiNw#D>@|#uR$Ih@VE;5Z z@oriuh0b*HXJ|H`Yq#C(!(6sUd5;anM|p=Y%GOV}_om~~Dz{9t)G91PD=oK2%_EP_ zxF(9{MpuX_Fh|2_7*kCq{gRtlqzF(zx$ejF+?SDa%Y+;H2f*+RKwMB;BMAB zH`67$;2F0i)%(;jK*+F>xO(_dvJp;Ec3nB%Jp6Vj08m)3OEatcN!#-3vmr)B4AslW zxba^t!sBI!oim=|u@`aUn=T&IvnegYTFAPfeRkIHy=OpQ@&5(vb1anxq%cFuux;dp zp++DNWQ%cOtwaORVVN2Tt$TII+HxV?$I5cd>-2^AkZ3;-)fi8kiBJJ0@=*Dfvg>fY zw*j}uj93|=BnY43&7YhSbf{MH^xM%4pJ)@r4YewprDWa<-aQ%|<|poTaKCoi$KNiY z`9m0-tb0-nR#^vC(Y;1%C^v7d!R^zn^?flmFS<)#)8l@&Lx|)P21%GC5E|vhyvTMk z+O%m8{P50Wth$C=%2f_K=hdrLE!_;lELdPf>RlUzm(a@q!%2e~K7^R)ywpd%1EU3E|5A1IZxe3{m@CznpTbiM)zcuTojA)Qf`f|G48DnK-(FOHs)e zPiccm4vILmzt(n!|JcaFlA}M0;EM;#UB=+Kg&C)c{?G=CRcN{BEDbD?`)Yw_W-3^c zCz2ReMP`T6k!z!0q;t5ODe#t;eUU$YtMSd{JQ+t}k*wmeVy5v*N&0+Ig;#tdHE%q2 z{5vn<(Baa;z7vX}&|jYWG|meZ^h@J^v9LM}p78?4Z>?k=9UIweE929QP)GS58&|P+ zd7q=eyrPy--y@m_Y=v#cRVvzQy$(%A&M{+{g~ox9Qq<51;Fzz4{6ZjCegda@-);7lDNsT9A~}k%p;aziMnnp81Td zQSdC)d-3ce_K$tkb|;NOGV$CRAPu#mVzKzimL8X=>Urh*fNOF@>~Mlbo0v~S(^Y;d zEbJi&qakSxmc_BtDD++zNqS_>5jvTu&az);5I&jm_$$@MpCtDVF0)#cE@U&Venf9` z-ls^Vy*V;w9aWCf5guN4F*e$Dx>KF_*-UNwih9|o0ljLCd#=z9_UNqDS0+W{_9(qI zke-nAHpRDQr)E_b^j6NmQCX|CjA>9N$B4Pqm#6}fv}>_rkBJ%RH!E^rQ8%z6?4YbQ zIl3tFE=FtMIIzrRMiKsbaR2r?wmZo}0%J&Kqz)|7?ma7VbRW~KJ>%UwcCBbYGf$;G z+*s99z9XDWwIQbNrNW3?z7@78KQhBUcCPMg837o#H$;fg9M?AUDKItuR!wMkcCq_q zCo`nyWsl{`w(XslYdw*9=?=TlfnD9icSQ2PjPkNv{FOt_le_LZy+9_{pCkAe)IY}O zL=J%pS?DH9Dju2aFsgDP03biU>$ekaBcN zhxF*~QPN$bL2AG#e|vwvzyJ1poEztLcJ8_7o_p`Psims;Iqg@&JTrDZf7xv~1#5p) zWb9?F&z1maLUXmto4iTqrFvb zG30pOVvbHQzc6dlSi}zZ@*UtColri9{im*n;ajM4QSM&4gg+C!IIlLYRS6988v?3f zn_iHbIw5}Pj)rTMmCTwi#l5a-SF{;Oz8E9{__%#i10WLhRp@Jqqo}J<@%Hwf-!4if z3BJ}euu&M@=b)Sx$Osa6hgB|3&t2m^j&_5g;79bG)3g_n;|$#hTcDajEA8A5h6R2N zl*q!{>6!g|e_i$cUl|!7c;6frrv54cd@Bh{H{{8wy}aFE5mZB%$q^M!8gn?g{st-{ z;5u7J!q@T#-@mL5Dn33u8YTqYX<2Z_=@9ua4fH-1qM_yWA2%^h9{qxsq(QzAYy6Y_ zCekpGwIp*g&#%A?P+F!>BLXtU#W4uuM<^Ct7vui9PgGJ0ajM5CSrb4>T9U=4^yTorX0ec|N4F z7nmHbPb&?lW=!#$5bqhI%Z0uzaxjQ1CHaDSG$A8O%1?>3%ib=U8~+@;Xf(X*_#Od} zIi>n)dD`n?48IOxpitDOS7mB?=P#MKK9$qV*p=x=``SQ-cwU-ttwF#%qjakRM%Zn& zN^i6iSwE!n+;TRajFlyYsB6s^nJ&7_wkhHuS+qs{j}*@=V{%G+>zZA!7iBc#IJEHV zac8No*0nef4u9YoOshNcZ0$=AgT3_NEgiL4DD;JE!7t~&RRF;?=hI_!EYR$6UY@U{ zJuijW-m(!FzDPJ15dg9kWxl_VJ|*I42p!fK$lIQPBuK-J^53GLzT7bMaN}xlw8CZ& zQ09)u+m96jwF}n+Vt?+s)&Ri>YGa;!Vyx^D3_oHBv%P@_scXGknJTo)xICx_f{`r# zum?v(YFDEbOOQDA4eiQXpuI$hq-+%_I@^OEB--;s_&T>@=y;K zpX^!CGo_(^k5*`z93TJsWh_yNsbah<*V&x)h6D<=e>m^T3CmUuQ_F`&jc8FU2ies)GdbodF@i@CKjh?az8;+4hp>i zi828Vw8?sTRW0^yK%t6F*H9tDZd`JXqndl@z(Evga(Y{RGGp;^oyA z);eZl^r^AzCFs;Zn4!}d>rnr`EBEP`tI5MU7G&$FK}b|{W-4Wy8rEtZdRcNq_bTQ~ zL+a^n9q_AAO87i@={+-j{tvyZ#xPe0I9>+I+Z$0kO4R{-X2_*jDpZU3S4MD4R#9G; zJe>)>71Se!6qbA9&!p176D+%%tggIflzH0;qf_Jhn-j3|*cEqFS#ieix2~hBn4G*~ z^8YHDZTvn^J);b zHAec4rieG^H4RbUMgv z&;&K7rkDGErNVX)2YLw~q>P_b^c6RJd3Z=|F@npjwLo$IeY<-^`jHHF;0w*i{BSUS zG-yHQU?8RD)}_2^9DL95^_w;rdUyS)oTQjNCpSQ$PfLV%(O}2Hdz=UmGcMCTP-#or z5AI_WU2D=uvuTUv#=j2E@zBh#JZ3yR%7|9=G4HvJyH*yW>)Ombnr+MdrtC@>eG2O) zSJ$Mq8m$i@4Q)5F?j`N8C_L3%c%LAra7!!CajJP%NA^Tp=-Jl=loalH%GjHZb%}xx zz=8}xAECE9_|#3IaX;e2?YI~QY$ysJQSS!$X~sOUA*B&arN}kOY^T)W@Z#cB7Gw7zv#>%#Y)QMHnLA?~<6lWIZp^W-*75Z2@9Skf@#l_i`Wk=cgpi zF5GaiGg6xh;II%3KsqExsNLHbwi;@CjAdcjTQ(v!fJU;|{=MALFZ*7^n7)KrJY}>ltpj|UR zkCmf>2KnFj<4=PW?@ydk=OoCiE6;h{wa0w2gy}3Yg?C4QL>j;BmzdE*2uL`hgX0=H z*esTJV)$)WLO~*|y!%U8R--Gs^r|Ab3@Nrcw@l#%BYySIcG&*HK|RC)hwZV(LQi^7 z+Xa=N?;%HcB=IP{%vCb41Q|ShdfQCDfgrlY-l|>7?%x5a_L)7s&qT$IsQAm`hOP8G zFQ1GQnNCDUU`w;Sy6skD!SXXWQWI=Gnn9yn@ehvM%IaJS2n-xOfw;y4^|8#`>)7HUP85f zD_E}iChmB@;|ITOW+;Sghwy#aVq-NiwfLf+!q{bI4j3AtK<-)U8gOYfgUpGdYFdE0 z*j;1H<@6Gw)-vf$2-y&BUTzih0jRJPNUWyBQklB-2$63X4Ffy`n`iD&UP z+E-0jmCvkn)3QY#=#dVe^UFjfNNud~|9Uvo6tX05yvUmu1;qQMOR8>xS9&Gy-X$?H z5+c=UYRhBMqvpXVRQY*+Q@sxijoOTA-2NP)K%09*WVo44RRG9`b~FL!@JSj*l@lQc6VhoFC0EJ?v?w8EE$a;Y$yH?hZRltMc1 zs9&E4QC(zF-JxUr30JD~(9w`!@?J7SwYbz}0fyi52KVG{avU$Zz*GN)Mba05;@8`xNr(7qkktsY~tOk1hy4;kW8^uo^n@IDIA; zKv0M-3n_@As^xZ-k!d83EB^VKAknWWW+2Q~Pif$1kcaylq0;XP%&$v7meq&($gu5? z)F$z*(^GFL4*Y=HKZ@qJU3d?qz{VFHDGWk9x{W>B&o*HTve9XNFl{ zayKXl-w*BeJGbn92P4rMfvQ zC+Q;<3W2`$4YSagXgZ?Cq#9!C1!Kvd(DQc1g~6EPV4!X6^@cIM)zHe`W`ljLiFsWP zcowskIq_6dBw)4?Fho~8P)128AF)wsUt7lN{5ZB~-v<;$>ONZ|sI2d%TGX&7&j(E0 zE5lxi&l?tX?9mA9FF?ExZiQGY;)_mvT#3K9qiYhT)o9;=(U`SSDmLUvaw*yS8-F`0 zfK!(E`_tHua06(RNKdw#^!sy%6sd*(titx^aNX3=TOz|>Oc5zKy>MvrKTR{r&#s6* z`y64IntYCD2sYt?_q@?FA=DImY*I9^*FDz2o)*X}sV4s)c+S9s(*=MT7}hL8?34(B z(MeK?QR@9i%BtnT@gN84U?@+N3AV^3OztIZEQ5ccDNiuO4 z5uWz~CBOyP>EBG7RAqdiNq52_-CDN;!RxUK&j&wrYNl0kaI1#t6W8tk17IB3kDD1P z0M|?lThAbo=W|A1QmUN5e$5}X8#mVM#X_b$!n7z%mt%t5-H!$TnfpZOOil~iF32J6 zHvr3iFTlpk(Z5y7TCDS>PD0=~-H-=TVm)~GDq>Bxvg;#B>-!vpuO;8QgQ^#iSIM8c zEK~xdi+A@@?scxymEN;!5HBn$PYNYqrSiDz{+tvbQ%FqxKWPN=gE1HqYDf;mpH7NO zMF%`Ntzx0}k@o5M%|i44C%wR6t{8KRZhX3b)BhMONBnDR0^edHv?W-kO#y*J!SO|R zKGE#yeVAzniRTXayUO6eW`+3hjVt@aX-E&l=znC}X}4SG1yH2*GkC=IeU1>BbbhJQ2HrOSDyW?0rz8y5#r(MWP(2#;3kiX=r=L{@u_b$f|*`T^FikSk9KLT zyc+jghF5FSwA?#8ANNVMy7d*l#aDZRU&bMBw>8+0!;0Yh=Ok28Kk+25HWrKSUH1^f zow(bq#Xc{gY{8$KbtmjL9yrv#BtL8kFLJ2x-m*}1#wx2-0}6U->|^!*9yd>m?#QM{LTN*3zK9i)q%K4_4QHKw67 zDf%QPuw7;tBnUM{Mk(Y14r&JJNu%;zO&L;k63qS@EF2g2 zD;Ea-a0Y*AmJ$5CnLBYE##d@rF)yDrl#6_n5|-gSMhpdmjJ{0?=$WU)FHd|noHTPD zsu+iSMNPTZ@5_}&R5*{u#QlMUH0S@mak8iafGN%iNR~fwch<%}QXm08!%6-Mfva6r zqkBb^AZm@XnRK(nZ%%BAp`-PYZj}9oq!$Y@gf&SZy#)mzL&z^Vi>0EczBxVq@h^S| z3LMP7CflWqBCi|2&-_U|X^#>*3F@>Kef7xO{OL`aamy%451U!?S$D5 z&d&^9Dl5-|*Io&17CD^8zxx=k8x}=`0`@o1OQD;JK-Stxq#cyFXX4oBWQyxs~`{Oc#<;*E*N|NgRaE-FXkT zXnj9+<(?oV{6+n1f)DR@^Mm7Ys0NX?@2tTt`2}c1#!>y;>TJ}PPVg`{HYWm8o4h=( zNGIr&hsY_CFtf-rv3UbG;;?z+tX9qOcW$qQ+z~5c_C_p!k{TZx-<(J9h_c1k`KPZq zYqUEyL;TiHL}*x=5T`cu^bqfIp;384oFIzcBsui*^y+{7uR=Ujl(gVez~O2ZbYcZR z<6A8zE=8d{r-z4a>({w*r^SR!@Qc*J+HPWa$`r`@7gYj1(#fc#QMRcII4~rTllz9! zDY9nh8;Qe&!FiH(6umpTHY0WSr&Zvmo*`rIrI+^bYU___I)o(i!g|h;bd64SrfF7Q zpL*DVNzU`{L`F2#3oQulP?-6Tj+vg2AobGV9>@4b71Vb-Os|n=k~Oie`{TM8u_d_Z zZhYM%=X8_=!K7LmmwsOH@|2EpK6zFz1%}SO@U^DB`%_= zSp+30Jt76izolX4i@zMwBrxv=S@x3_e9!k2_+mV@7(sMDND$Ow7Cyo?pcsW^80`nnyEy@S0RgZ zn*L;ZlZ!OahdQGFT)GGt&MKQ4y9`6vB)zNW4KGWUN&z^Xodk~VTb@fw78{B7^-Bi81Vc4UG)l!2FFw~d<#0zT;dYH z`yP0^b}s7lNZ*&6P-t@dr2)L_K@%D#rDw^ zkg&;1H+PD3DAV8gGdv@q-@pG>Y&Dq0;nOH5$hQkyLTsfZZRdtrcC0`yMz0nABH3qt zeY@oU7n-^q&A~IY0zhZ4SYxt}tNcH84)d6G+Qbogr0nSSYobME>EIvqh$0h$yCa-) z384W&)ZaKLX|D_~Bm>O!TmfU<=^A^;m6(~46IiXbfwOmTD4F0i&D^OVzBW%WiSy7= z-lm;g@zT$L!i-NOf*(K3C?R*t4Gv-*$`qxvZ!wg1m$qkS9!-VDebaM;1$>wvoJYwh zPkVE=Xi>YPXYP+pPOD@)Ufiu2HLvMa4eyM?l=bKYhxYf7k9eB&g=X&X>3UK}f}V^l zmxwxC<78Wbd^#eP&PwWg*59Jp+4eP^^Vm-g%Psk0tyu<7gZ9y}D%Vr*Y!$>axhku_ zgo*&8z)*DSKlbixzfztF3gKfJ*I6H@g`rzeSpEdbA zXT1egpxPzkK&T}%qj2qtNKoYY`iie$a)r6^t!l=(0*Nl$bbc&ZiO`~#)Svuj&ET&! zTUXWA2_*dfh79P-%}^3+Hp&7-@vqjDR~08Ak+06R%QWpz$xJRs`5nYf3mB9pzTxi6 z0K(^J1pR(nq&l->gvACjX)}(*moT`&X80HS z5s(d?pu;L;^!!!2~v3(*P`9 zEork!BH)?4Z=8zX)Ya4Av&xPw0urMg>DAN1>4Re0=I21JXh_g_N!g-<_nL@yW)sLp zT4F}IHt=Bk*fl{y@Cipotcqsx6)+p6IT%C{k~&gP`k4zccaD!Y0qTp-tQ8NS6VEi=8BoKZtV3sLJSaGvhOoCWtYSde z1xV%J*@N2HMjAY}X6uf?IZ?Ts0r5 z-EKOdhHFxnPQXu6XUDmwX(Y24PA$n`7sCDQ)Rds+Br@9OH;Jf{Fk(OSrdtchL#JUu zgMI(o`tUsfi_NU09L_2=+j#rM8qYB$BI_Kdz-(?LGTPG*lhIiq_yh;bv_jeIN8}We z23M>M^imnYbCbl-QNr5vr(2rV^vKZ6!i&eE%%|XC^Pb0&%;iP%5bM4?27T@=UZAQ2 z0}L$Dmz!e6M>yR&Pm$r~y5p(0;-D}AD*H6qSOH6k@t$l{}kif6QsArI*( z6Pz>y;N@_FRHRr zda_Ap&VUN;B-U)Bp9p2ENKx6G zfg!@^6oGkbR*koTc>u}9;QI^aB83vBqd*58l7X>~N&xTrExmlgNlSe@fqAw%(`3`uFWccKf^&CVT#T>O)Y^=<;Mbsvw|L z=~@G2s9a9ha!I@t6Ia@~_Ox_gS@WSY zH7EGW zA*}1LQMt8zAW%7tq%u2H3k*#Df3R5oAtYt6yYWJBg)0&8j34VixilBEV zaQJ2?J>;ikLQ5NoWvoVw)6}P%dD%z$+%1MJhAR=lCO_0c?pN0_c{g@Omv&@6%I__- zcX{l}rPg>Wp!5Q9UjaG`q}!Jdg#BvR4p^pwDa>rJlc5tk;@hmhMILh1w~`_6{)cV% zDn11{Sg6|kTPsE%P109Gzn&I{Nvz*>>(PjsZ^>AMr77_Bo9~&Hel0)Gtg^t&Jifk; z*)w&F@;{-E+>FCGZp`hQ`qjMd6(;j}=fKPDMmYkwTPvPCn%rdmo`U}RVE3KWIxohC z{>)R~IyJO))@^t#l;l`i@nQ&@2rgirlCwkC=oIl z&`x2#G%CLR_V;o2B8Qy|_Vsrhk*j!C;2D4PU)ss|?r7@lpbvbU@A2gJ>`8EzL+c~8 z9Y4vgc(HY}rrg$zxGl$V$LR^1_-;W^I;qcx{dG`a8`S3snsSm zreT{F-zA)c`}o;v7}-)_t)y64HA>*%t*EfwO0M5NANE;Vn)@AHo-{Jlc_R%N)I(#`A< zFfebCYrzh;B2y`LQ@yU1XexmJ=X8+AkW8Do>2T+SN+u#yp7b@#X?T{33U{v=FTIc- ztWs}D*A2R7W>}zs1*;Z{XS|Y zt?wWCaC%|5^=p)~`lJQ$QY!ioR=!u{u5Ej3Oz3a3WMQ+_QHm>@h4DiB+gNJo5BVGD zrKNP#cO_h;#VT8zQHTCl*|mu@lwm$8C#hAB!-mjs`+*T`k1CRAjmynADIiGffs?w% zl%`v3=eekZ?L#BjHI)~G%m`epr49Yrm$zt4qcIt`JyX$aahJ> z>pd`ZpsR;Tya=(LfHs>M5)IOvE-48s#w6_J29dm z$Ua?tElTZo$lZFGhI+RhCPb(U1FLiW0nx&W*yfyk&i6OZ!rF|meKU8{eh!xQ%(m3jIkAp8T3JkPQEwA!bLUD^tbLNZSCEI^4vzmjh5`^*-1Cvf`l2yuLy09O7?wapQT^ZSq3sEok z;8*md5d{g6i(Pi>b~VS~^bEh8P>EFgMN8}_#dDLv(>O%1w>6!r@^Hn$-(F9qT%jQ-TCA~i=oH7aW7R}LHJQ>Cw??O}J1dkF3q1vQj@AI=t3pc8cY zBchp5{hdBTa2MG7^1_9FC7D#ZX-Wu(cpvzowdzLstW!QsX~VfjkAkL9Ul^p?eNnm^ zz)&(9dRh}fsbMA4xT4N*k@Sfg(s&Rmq42O{=osJW($mc`{-P#A__74p+D2lkQ3kgQ z$gCBXD#NKnY?hlpIYLLLN$_K7F`VX1j8jiZP;A9e_M=@5kITA`dx}jo&-3Tnk$d$r zYE_Bp!ieWE+s3m<3_+kZMpoPL5k|Lsod7N0NcxaL(pj3Tc2RgLHu!4o4xg}m1|m}K za7fdtU!|}S9NxJ!*nQt%w=YX|xeRhGvr%LJq|bD}9Bb&lRBD5KVc?1~<%K?dT)k%| zzt6k(8NB9xZc_O%b3v(0RoCh= z4dYCkiAVaIQVGX1&O>=4dJPG?lP%BvF~TLT&d2RE=XRh|;h_Vf4cnZ{6+Zw^Ai?3s zBIfUX(}b9V!54Y}Mt3?`%aotX=h*yMUFoTlyX5j)!C|qhZ~1@AK|OS1_@W}hxaVCf z%WnObDd|V;+xPtLzBZj>D95^@R3xdg_MDt%jJ4|exkT{@0rsj09?y>xE#uKFN&=y*C>@Y z<=kacEO@UCtvLf=`pK0E+PnVd`}$+*6|Q91FPCNz2TXHbwQ(@(bMEaB8s zn3Q$acRr`#8Y217@I90BM(39aV`aB%BS}KT4T|W^^)DXSAn7|g48LiAB-{0UQ>qyzQ8u+QB;>JZxK6jbj%ieg1-eFtT|>2M#<99M+{4h#mFZj zLp#M@kFnbJ6~k|`2O+(yi!t9G1qS_N-{||y9JrxHS~GwydqeF~jQ5A=r`rlzZiOUi zx1OhC2t&J=U3C;nIPGfs6~^1RZEzs@w9_RIe*Ly?Bbn4W{Jl2fwLKlOHRc*-#4(5v0@4;3gG#En^W$F&u7p6viLhcP_c(UKRln^ukJs0G3lz;m3LZe zt6@-AoO+Th^U!BGLlN%zGDOLH2pvD|z_Z{-p#0}M^8C7mpS#(GOliG&SH*V`v%u3)k$vPuqWJJ7j)jJ{yrHXox7CihM(6&5Afi zznn6%F2;Q94=z-m!ezujT2&feF-41uu!sTTJ3P7LCRNy$Pui8!{KUkRwGd@fku2`U zju*N~k#u#FuFQ@bTiyd!;dXAxx%|f6Rpp1**rvTSBky5ogCP$D_}6D^bJ)^Ap=3Ie zl}y0`Nv3jNZ?K*xS^O2;>cg?)4oO{-YfeBRdi{3;Nn7sG?Ku1T36Zdd4fa_S`IOjy zC5Nom77gpze}+`5LQIo)JQ-h5UI)ygcub)SeKg1q;!%Q+t|N^8Gr)zsGnp{r0i7QI zW6QFq7h?pKH`i9&>n%7F@OiV7#4=NB8a(mMh_T=>$7tv}>G^N7;_|G4YRgR>> zqGon}$_@>N{=ey=6NS6oF-X$%gQyWR??GAbXgP$f(D<0xSRKV`7$=HNO8=(IMlQn!`rvoA*f?_NSL5NI%|V~dhn zz3MNTFgd?iu>}`nwTOt)!H2dyUnEE08Zoi`ysd({m!o^a-yBF6IH+>8qkt(Q7ah@y z4O~e?acJ}IMwul`wkR$N=qPs+uH8{R~bPISEF_{#pz;clKr$f+ne zM_tYM)!I_keHR}62@IY6YZI4PtL0 z)TsR=rjkZDpz(C2!mR3xIbh_(yuHg+S22Y!AKz$v_auwJF;R*+z$$R7y(DXkL}OXM z>W1q0T4pQb8TOHBSSgLENi2&ya(CEQl7%V?g#9`!rvJ?&VGzuhK166M!C9uR%@RF# znivW04qnzwc_Q6iUi3s&O%sM7;hkdZOZ$FsRL!IFw)U>f{~s z$oZTJ>~M%wzrBP`&cu{4j4Z+}q{vV_Vn?>M&%+qHq5cf$>~hA8(s|%^{Q&lUBbeMU zGOmLdJGA@+OJ}%;sV1||nN9Aze0#O#fr>Qg+nIJqKcJ}>AHqJ7!_c7TP&?z0b^C@E z5&vSvnVUAIs>n4gT@iyj_QMlx?!{`YU;)>eD`}hXWv#M>jh$XRQK#Enl?XNBcza=B zy%DKVhA=}k6M9^&mXzRN(RJ^|mW3&EP4J&dVownV{|&!tQjhF~v-N@wi$qbUjsD4QPKfn(-1jrOFW%P4b_fSh>9#fdh{%-F z(Fz<8))@Wt^d9zjpSGG?C02xDs0w+f%MH=-M@n&Vg!=FkPo9y74%lRXZv1R)HS>bY zob{qSYnk2{2PP?8`&u5hqgI1)hjr?H&DnH`Fdi@eJC*vk_YcqK2T%K~;KO_W4|S8` Axc~qF literal 0 HcmV?d00001 diff --git a/research/native-rounded-loop-defect/source/lifting.py b/research/native-rounded-loop-defect/source/lifting.py new file mode 100644 index 0000000000..524ed59c1e --- /dev/null +++ b/research/native-rounded-loop-defect/source/lifting.py @@ -0,0 +1,233 @@ +"""Integer-lifting P104 reference. Tekalign/Codex, Apache-2.0. + +This is a scalar reference, not an admitted recursively cheap native child. +No predecessor executable is imported here. Unbounded signed integers, no aliasing. +""" + + +def need(ok, message): + if not ok: + raise ValueError(message) + + +def rot(z, phase): + a, b = z + return ((a, b), (-b, a), (-a, -b), (b, -a))[phase % 4] + + +def pair(a, b, inverse=False): + """Four Gaussian lifts and one quarter turn; floor acts componentwise.""" + d = (a[0] - b[0], a[1] - b[1]) + s = (b[0] + d[0] // 2, b[1] + d[1] // 2) + d = rot(d, -1 if inverse else 1) + b = (s[0] - d[0] // 2, s[1] - d[1] // 2) + return (b[0] + d[0], b[1] + d[1]), b + + +def plan(record): + need(set(record) == {'matrix_rows', 'offset', 'linear_Z4', + 'quadratic_rows', 'phase'}, 'wrapper schema') + rows, lin, quad = (record[k] for k in + ('matrix_rows', 'linear_Z4', 'quadratic_rows')) + need(len(rows) == len(lin) == len(quad) == 9, 'wrapper dimension') + need(all(type(x) is int and 0 <= x < 512 for x in rows + quad), 'binary rows') + need(all(type(x) is int and 0 <= x < 4 for x in lin), 'linear phase') + need(type(record['offset']) is int and 0 <= record['offset'] < 512, 'offset') + need(type(record['phase']) is int and 0 <= record['phase'] < 4, 'global phase') + out = [] + for x in range(512): + bits = [(x >> j) & 1 for j in range(9)] + y = record['offset'] + for j, row in enumerate(rows): + y ^= (sum(bits[k] * ((row >> k) & 1) for k in range(9)) % 2) << j + phase = record['phase'] + sum(bits[j] * lin[j] for j in range(9)) + phase += 2 * sum(bits[j] * bits[k] * ((quad[j] >> k) & 1) + for j in range(9) for k in range(j + 1, 9)) + out.append((y, phase % 4)) + need(sorted(y for y, _ in out) == list(range(512)), 'wrapper bijection') + return out + + +def inverse_plan(p): + out = [None] * len(p) + for x, (y, phase) in enumerate(p): + out[y] = (x, -phase % 4) + return out + + +def permute(value, p): + need(len(value) == len(p), 'wrapper width') + out = [(0, 0)] * len(value) + for x, (y, phase) in enumerate(p): + out[y] = rot(value[x], phase) + return out + + +def cycles(p): + """Input-independent schedule, compiled once and retained as recipe data.""" + seen, result = set(), [] + for start in range(len(p)): + if start in seen: + continue + cycle, x = [], start + while x not in seen: + seen.add(x) + cycle.append(x) + x = p[x][0] + need(x == start, 'permutation cycle') + result.append(cycle) + return result + + +def permute_inplace(value, p, meter=None): + """Cycle swaps use one zero Gaussian scratch, restored after each cycle. + + Cycle compilation is input-independent setup, separately charged in README. + """ + schedule = cycles(p) + for cycle in schedule: + start = cycle[0] + scratch, value[start] = value[start], (0, 0) + for x in cycle: + y, phase = p[x] + scratch = rot(scratch, phase) + scratch, value[y] = value[y], scratch + need(scratch == (0, 0), 'wrapper scratch restored') + if meter is not None: + meter['wrapper_cycles'] = meter.get('wrapper_cycles', 0) + len(schedule) + meter['wrapper_swaps'] = meter.get('wrapper_swaps', 0) + len(value) + len(schedule) + + +def kernel(value, rank, left, right, inverse=False, meter=None): + n = len(value) + need(n > 1 and n & (n - 1) == 0 and 1 <= rank < n.bit_length(), 'kernel domain') + if inverse: + left, right = inverse_plan(right), inverse_plan(left) + permute_inplace(value, right, meter) + for bit in (reversed(range(rank)) if inverse else range(rank)): + for x in range(n): + if x >> bit & 1: + continue + y = x ^ (1 << bit) + value[x], value[y] = pair(value[x], value[y], inverse) + if meter is not None: + meter['pairs'] += 1 + if meter is not None: + meter['wrapper_values'] += 2 * n + permute_inplace(value, left, meter) + return value + + +def exact(value, rank, left, right): + """Exact rational oracle: return Gaussian numerators / 2**rank.""" + value = permute(value, right) + for bit in range(rank): + for x in range(len(value)): + if x >> bit & 1: + continue + y = x ^ (1 << bit) + a, b = value[x] + c, d = value[y] + value[x] = (a - b + c + d, b + a + d - c) + value[y] = (a + b + c - d, b - a + d + c) + return permute(value, left) + + +def working_grid(value, f, b): + need(type(f) is type(b) is int and f >= 0 and b >= 0, 'grid parameters') + magnitude = max(abs(v) for z in value for v in z) + if not magnitude: + return f + h = magnitude.bit_length() - 1 - f + return max(f, b + 8 - h) + + +def shift(value, delta): + if delta >= 0: + return [(a << delta, b << delta) for a, b in value] + divisor = 1 << -delta + need(all(v % divisor == 0 for z in value for v in z), 'exact downshift') + return [(a // divisor, b // divisor) for a, b in value] + + +def norm2(value): + return sum(a*a + b*b for a, b in value) + + +def difference(a, b): + return [(x-u, y-v) for (x, y), (u, v) in zip(a, b)] + + +def execute_collector(sources, query, f, b, left, right, observer=None): + """Execution path: mutate query, restore private C; no array snapshots. + + Optional observer is verifier instrumentation, absent in the execution. + """ + need(len(sources) == 5 and all(len(v) == 512 for v in sources) + and len(query) == 512, 'collector shape') + need(all(type(t) is int for v in sources + [query] for z in v for t in z), + 'integer collector entrance') + meter = dict(pairs=0, wrapper_values=0, field_adds=0) + c = [(0, 0)] * 512 + for source in sources: + for j, (x, y) in enumerate(source): + a, z = c[j] + c[j] = (a+x, z+y) + meter['field_adds'] += 1 + if observer: + observer('entrance', c) + F = working_grid(c, f, b) + for j, (a, z) in enumerate(c): + c[j] = (a << (F-f), z << (F-f)) + kernel(c, 7, left, right, meter=meter) + if observer: + observer('sent', c) + for j, ((a, z), (x, y)) in enumerate(zip(query, c)): + query[j] = ((a << (F-f))+x, (z << (F-f))+y) + meter['field_adds'] += 1 + kernel(c, 7, left, right, inverse=True, meter=meter) + if observer: + observer('returned', c) + divisor = 1 << (F-f) + for j, (a, z) in enumerate(c): + need(a % divisor == z % divisor == 0, 'exact downshift') + c[j] = (a // divisor, z // divisor) + for source in reversed(sources): + for j, (x, y) in enumerate(source): + a, z = c[j] + c[j] = (a-x, z-y) + meter['field_adds'] += 1 + need(all(a == z == 0 for a, z in c), 'private erasure') + if observer: + observer('private', c) + return F, meter + + +def collector(sources, query, f, b, left, right): + """Instrumentation wrapper, deliberately separate from execution storage.""" + snapshots = {} + q = list(query) + F, meter = execute_collector(sources, q, f, b, left, right, + lambda name, value: snapshots.update({name: list(value)})) + need(snapshots['returned'] == shift(snapshots['entrance'], F-f), 'exact paired return') + return dict(query=q, grid=F, meter=meter, **snapshots) + + +def invoice(n=512, rank=7, wrapper_cycles=0): + """Logical scalar-reference currency; no physical tape tariff inferred.""" + pairs = rank * n # outbound plus return + return dict(pairs=pairs, real_adds=8*pairs+22*n, + floor_halves=4*pairs, quarter_turns=pairs, + wrapper_values=4*n, field_adds=11, + source_component_reads=20*n, query_component_adds=2*n, + embedding_components=4*n, downshift_components=2*n, + magnitude_scan_components=2*n, zero_scan_components=2*n, + entrance_validation_components=12*n, + private_initialization_components=2*n, + wrapper_cycles=wrapper_cycles, wrapper_swaps=4*n+wrapper_cycles, + wrapper_swap_component_reads=4*(4*n+wrapper_cycles), + wrapper_swap_component_writes=4*(4*n+wrapper_cycles), + butterfly_component_reads=4*pairs, + butterfly_component_writes=4*pairs, + field_add_component_reads=44*n, + field_add_component_writes=22*n) diff --git a/research/native-rounded-loop-defect/verify.py b/research/native-rounded-loop-defect/verify.py new file mode 100644 index 0000000000..3a82e0e8f0 --- /dev/null +++ b/research/native-rounded-loop-defect/verify.py @@ -0,0 +1,87 @@ +"""Literal native-loop lifting obstruction. JoyboyBrian/OpenAI, Apache-2.0.""" +import gzip,hashlib,importlib.util,json,sys +from pathlib import Path +from fractions import Fraction as F +from collections import defaultdict,deque +p=Path(__file__).resolve().parent + +def need(ok,why): + if not ok:raise ValueError(why) +for pin in json.loads((p/'PINS.json').read_text()): + need(hashlib.sha256((p/pin['path']).read_bytes()).hexdigest()==pin['sha256'],'source authentication '+pin['path']) +def load(name): + spec=importlib.util.spec_from_file_location(name,p/'source'/(name+'.py'));mod=importlib.util.module_from_spec(spec);sys.modules[name]=mod;spec.loader.exec_module(mod);return mod +ce=load('clifford_exact');lift=load('lifting') +STEPS=((0,True),(1,False),(2,False),(3,True)) + +def mono(rec): + return ce.diag(9,tuple(rec['quadratic_rows']),tuple(rec['linear_Z4'])).then(ce.perm(9,tuple(rec['matrix_rows']))).then(ce.xgate(9,rec['offset'])).then(ce.Op(9,ce.identity(9),[('phase',rec['phase'])])) +def equal(a,b):return a.tab==b.tab and a.zero_state()==b.zero_state() +def rotate(z,k): + a,b=z + if k%4==0:return a,b + if k%4==1:return -b,a + if k%4==2:return -a,-b + return b,-a + +def wrapper(v,rec,inverse=False): + # Independently interpret signed affine recipe; no lifting plan is called. + out=[None]*512 + for x in range(512): + y=rec['offset'] + for j,row in enumerate(rec['matrix_rows']):y^=((row&x).bit_count()%2)<>j)&1)*rec['linear_Z4'][j]for j in range(9)) + phase+=2*sum(((x>>j)&1)*((x>>k)&1)*((rec['quadratic_rows'][j]>>k)&1)for j in range(9)for k in range(j+1,9)) + if inverse:out[x]=rotate(v[y],-phase) + else:out[y]=rotate(v[x],phase) + need(all(z is not None for z in out),'independent wrapper bijection') + return out + +def independent(v,rec,inverse=False,ideal=False): + v=wrapper(v,rec['left' if inverse else 'right'],inverse) + for x in range(0,512,2): + a,b=v[x],v[x+1];d=(a[0]-b[0],a[1]-b[1]) + half=lambda z:F(z,2) if ideal else z//2 + s=(b[0]+half(d[0]),b[1]+half(d[1]));e=rotate(d,-1 if inverse else 1) + b=(s[0]-half(e[0]),s[1]-half(e[1]));a=(b[0]+e[0],b[1]+e[1]);v[x],v[x+1]=a,b + return wrapper(v,rec['right' if inverse else 'left'],inverse) + +def main(): + word=json.loads(gzip.decompress((p/'source/ACTUAL-WORD.json.gz').read_bytes()));program=word['programs']['forward'];frames=word['canonical']['frames'] + cert=json.loads(gzip.decompress((p/'source/graph-certificate.json.gz').read_bytes()))['forward'] + expected={8160:['climb','warp_retimed',230,0,29,1],8148:['climb','warp_retimed',224,0,2,1],8196:['climb','warp_retimed',0,2,341,1],8197:['climb','warp_retimed',27,29,341,1]} + for i,e in expected.items():need(program[i]==e,'literal event binding') + need(all(i in cert['forest_event_ids']for i in (8160,8148,8196)) and 8197 in cert['chord_event_ids'],'fundamental cycle binding') + need([frames[i]for i in (0,29,2,341)]==[[],[38],[11],[38,11]],'literal frames') + recipes=[];ops=[] + for a,b in ((0,29),(0,2),(2,341),(29,341)): + op=ce.canonical_frame(9,frames[a]).adjoint().then(ce.canonical_frame(9,frames[b]));rec,_=ce.lower_child(op) + need(rec['rank']==1,'actual paid rank1');decoded=mono(rec['right']).then(ce.fourier(9,[0])).then(mono(rec['left'])) + need(equal(op,decoded),'signed native recipe exact including phase');recipes.append(rec);ops.append(op) + need(json.loads(json.dumps(recipes))==json.loads((p/'RECIPES.json').read_text()),'native recipe receipt') + product=ce.ident(9) + for j,inv in STEPS:product=product.then(ops[j].adjoint()if inv else ops[j]) + need(equal(product,ce.ident(9)),'ideal closed walk identity with absolute phase') + plans=[(lift.plan(q['left']),lift.plan(q['right']))for q in recipes] + start=[(0,0)]*512;start[1]=(1,0);v=start[:];ref=start[:];ideal=start[:];meter=dict(pairs=0,wrapper_values=0);cuts=[] + for j,inv in STEPS: + before=v[:];lift.kernel(v,1,*plans[j],inverse=inv,meter=meter);ref=independent(ref,recipes[j],inv);ideal=independent(ideal,recipes[j],inv,True) + need(v==ref,'independent floor and wrapper replay') + back=v[:];lift.kernel(back,1,*plans[j],inverse=not inv);need(back==before,'same child exact inverse') + cuts.append([[i,list(z)]for i,z in enumerate(v)if z!=(0,0)]) + expected_output=[[1,[0,1]],[10,[1,0]],[39,[1,0]]] + need(cuts[-1]==expected_output,'exact nonzero holonomy');need(ideal==start,'independent rational loop identity') + need(v!=start,'flatness falsified') + for j,inv in reversed(STEPS):lift.kernel(v,1,*plans[j],inverse=not inv) + need(v==start,'whole literal reverse restores witness') + # Grid-translation positive control: even enough input makes all floors exact. + v=[(a*16,b*16)for a,b in start] + for j,inv in STEPS:lift.kernel(v,1,*plans[j],inverse=inv) + need(v==[(a*16,b*16)for a,b in start],'aligned lattice positive control') + # Altering one global phase is invisible to a tableau-only check, but rejected here. + changed=json.loads(json.dumps(recipes[0]));changed['left']['phase']=(changed['left']['phase']+1)%4 + bad=mono(changed['right']).then(ce.fourier(9,[0])).then(mono(changed['left'])) + need(bad.tab==ops[0].tab and not equal(bad,ops[0]),'absolute phase fault detection') + result=dict(events=[8160,8148,8196,8197],directions=['inverse','forward','forward','inverse'],frames=[29,0,2,341,29],witness_input=[[1,[1,0]]],witness_output=expected_output,defect_squared_norm=4,cuts=cuts,meter=meter,claim='Every dyadic grid has a scaled witness; exact child inverses do not imply native graph flatness.') + need(result==json.loads((p/'RESULT.json').read_text()),'receipt equality');print('PASS_NATIVE_ROUNDED_LOOP_DEFECT '+json.dumps(result,sort_keys=True)) +if __name__=='__main__':main() From a805ad9f1d306e9e46cb62cce17d0c6687da3b20 Mon Sep 17 00:00:00 2001 From: JoyboyBrian <122925040+JoyboyBrian@users.noreply.github.com> Date: Sat, 24 Oct 2026 21:26:21 -0700 Subject: [PATCH 2/3] Exercise native-loop authentication and exact recipe receipt faults --- research/native-rounded-loop-defect/README.md | 2 ++ research/native-rounded-loop-defect/TASK.json | 2 +- .../native-rounded-loop-defect/VERIFY.json | 10 +++++++++ .../test_package.py | 21 +++++++++++++++++++ 4 files changed, 34 insertions(+), 1 deletion(-) create mode 100644 research/native-rounded-loop-defect/test_package.py diff --git a/research/native-rounded-loop-defect/README.md b/research/native-rounded-loop-defect/README.md index 9a0e1e0667..1f5c8849d4 100644 --- a/research/native-rounded-loop-defect/README.md +++ b/research/native-rounded-loop-defect/README.md @@ -9,3 +9,5 @@ Run `python3 -I -B research/native-rounded-loop-defect/verify.py` and the same c ## Open next questions Can coherent frame potentials replace independently rounded native edges without exceeding the recursive budget? Can a changed child ABI retain correction information around this actual loop? Additivity and endpoint correctness remain separate obligations even after graph flatness is achieved. No complete caller, recursive child tariff or new kappa is claimed. + +Package-boundary controls run with `python3 -I -B research/native-rounded-loop-defect/test_package.py`: copied-source mutation must fail before import; receipt mutation must fail in normal and optimized Python. All executable inputs are local to this package. Frozen predecessor bytes retain their attribution. diff --git a/research/native-rounded-loop-defect/TASK.json b/research/native-rounded-loop-defect/TASK.json index 3c46162bcb..86dda95644 100644 --- a/research/native-rounded-loop-defect/TASK.json +++ b/research/native-rounded-loop-defect/TASK.json @@ -59,7 +59,7 @@ "bottleneck_link": "Closes a specific missing interface obligation before another construction round; no selected-frontier change.", "budget_minutes": 60, "stop_rule": "20-minute source-bound proof gate, then finish exact quantified result and controls; stop if only an old theorem or finite extrapolation survives.", - "outcome": "scoped-proof", + "outcome": "negative-result", "evidence": "PROOF.md; source-pinned verify.py; RESULT.json; VERIFY.json", "author": "JoyboyBrian", "ai_assistance": "OpenAI Codex substantial proof and implementation assistance", diff --git a/research/native-rounded-loop-defect/VERIFY.json b/research/native-rounded-loop-defect/VERIFY.json index 4875801290..a833886101 100644 --- a/research/native-rounded-loop-defect/VERIFY.json +++ b/research/native-rounded-loop-defect/VERIFY.json @@ -25,6 +25,16 @@ ], "timeout_seconds": 30, "checks": "Exact signed source loop, independent integer and rational replay, inverse and lattice positives, absolute-phase rejection" + }, + { + "argv": [ + "{python}", + "-I", + "-B", + "{package}/test_package.py" + ], + "timeout_seconds": 30, + "checks": "Isolated normal and optimized source-before-import authentication, typed receipt and native recipe mutations" } ] } diff --git a/research/native-rounded-loop-defect/test_package.py b/research/native-rounded-loop-defect/test_package.py new file mode 100644 index 0000000000..9e1e607af2 --- /dev/null +++ b/research/native-rounded-loop-defect/test_package.py @@ -0,0 +1,21 @@ +"""Isolated package-boundary faults; no shared source mutation.""" +import json,shutil,subprocess,sys,tempfile +from pathlib import Path +HERE=Path(__file__).resolve().parent + +def need(ok,why): + if not ok:raise ValueError(why) +def run(p,opt):return subprocess.run([sys.executable,'-I']+opt+['-B',str(p/'verify.py')],capture_output=True,text=True,timeout=15) +for opt in ([],['-O']): + with tempfile.TemporaryDirectory() as tmp: + p=Path(tmp)/'package';shutil.copytree(HERE,p) + result=run(p,opt);need(result.returncode==0,'isolated baseline '+result.stderr) + source=p/'source/lifting.py';old=source.read_bytes();source.write_bytes(old+b'\nraise RuntimeError("UNAUTHENTICATED_CODE_EXECUTED")\n') + result=run(p,opt);need(result.returncode!=0 and 'source authentication' in result.stderr and 'UNAUTHENTICATED_CODE_EXECUTED' not in result.stderr,'authenticate before executing source') + source.write_bytes(old) + receipt=p/'RESULT.json';old=receipt.read_bytes();data=json.loads(old);data['unexpected_field']='tampered';receipt.write_text(json.dumps(data)) + result=run(p,opt);need(result.returncode!=0 and 'receipt equality' in result.stderr,'typed whole receipt rejection');receipt.write_bytes(old) + if (p/'RECIPES.json').exists(): + q=p/'RECIPES.json';data=json.loads(q.read_text());data[0]['left']['phase']=(data[0]['left']['phase']+1)%4;q.write_text(json.dumps(data));result=run(p,opt) + need(result.returncode!=0 and 'native recipe receipt' in result.stderr,'native recipe mutation rejection') +print('PASS_PACKAGE_BOUNDARY_CONTROLS normal and optimized') From 09f88edea964b16ffe8569be156f4efce066fa56 Mon Sep 17 00:00:00 2001 From: JoyboyBrian <122925040+JoyboyBrian@users.noreply.github.com> Date: Sat, 24 Oct 2026 21:27:04 -0700 Subject: [PATCH 3/3] Reject boolean numeric substitutions in native loop receipts --- research/native-rounded-loop-defect/test_package.py | 6 ++++++ research/native-rounded-loop-defect/verify.py | 4 ++-- 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/research/native-rounded-loop-defect/test_package.py b/research/native-rounded-loop-defect/test_package.py index 9e1e607af2..48c6ca799a 100644 --- a/research/native-rounded-loop-defect/test_package.py +++ b/research/native-rounded-loop-defect/test_package.py @@ -9,12 +9,18 @@ def run(p,opt):return subprocess.run([sys.executable,'-I']+opt+['-B',str(p/'veri for opt in ([],['-O']): with tempfile.TemporaryDirectory() as tmp: p=Path(tmp)/'package';shutil.copytree(HERE,p) + for item in [p]+list(p.rglob('*')):item.chmod(0o700 if item.is_dir()else 0o600) result=run(p,opt);need(result.returncode==0,'isolated baseline '+result.stderr) source=p/'source/lifting.py';old=source.read_bytes();source.write_bytes(old+b'\nraise RuntimeError("UNAUTHENTICATED_CODE_EXECUTED")\n') result=run(p,opt);need(result.returncode!=0 and 'source authentication' in result.stderr and 'UNAUTHENTICATED_CODE_EXECUTED' not in result.stderr,'authenticate before executing source') source.write_bytes(old) receipt=p/'RESULT.json';old=receipt.read_bytes();data=json.loads(old);data['unexpected_field']='tampered';receipt.write_text(json.dumps(data)) result=run(p,opt);need(result.returncode!=0 and 'receipt equality' in result.stderr,'typed whole receipt rejection');receipt.write_bytes(old) + data=json.loads(old) + if 'witness_input' in data:data['witness_input'][0][0]=True + else:data['fused_gates']=float(data['fused_gates']) + receipt.write_text(json.dumps(data));result=run(p,opt) + need(result.returncode!=0 and 'receipt equality' in result.stderr,'bool/int or float/int receipt type rejection');receipt.write_bytes(old) if (p/'RECIPES.json').exists(): q=p/'RECIPES.json';data=json.loads(q.read_text());data[0]['left']['phase']=(data[0]['left']['phase']+1)%4;q.write_text(json.dumps(data));result=run(p,opt) need(result.returncode!=0 and 'native recipe receipt' in result.stderr,'native recipe mutation rejection') diff --git a/research/native-rounded-loop-defect/verify.py b/research/native-rounded-loop-defect/verify.py index 3a82e0e8f0..284ec40ce6 100644 --- a/research/native-rounded-loop-defect/verify.py +++ b/research/native-rounded-loop-defect/verify.py @@ -58,7 +58,7 @@ def main(): op=ce.canonical_frame(9,frames[a]).adjoint().then(ce.canonical_frame(9,frames[b]));rec,_=ce.lower_child(op) need(rec['rank']==1,'actual paid rank1');decoded=mono(rec['right']).then(ce.fourier(9,[0])).then(mono(rec['left'])) need(equal(op,decoded),'signed native recipe exact including phase');recipes.append(rec);ops.append(op) - need(json.loads(json.dumps(recipes))==json.loads((p/'RECIPES.json').read_text()),'native recipe receipt') + need(json.dumps(recipes,sort_keys=True)==json.dumps(json.loads((p/'RECIPES.json').read_text()),sort_keys=True),'native recipe receipt') product=ce.ident(9) for j,inv in STEPS:product=product.then(ops[j].adjoint()if inv else ops[j]) need(equal(product,ce.ident(9)),'ideal closed walk identity with absolute phase') @@ -83,5 +83,5 @@ def main(): bad=mono(changed['right']).then(ce.fourier(9,[0])).then(mono(changed['left'])) need(bad.tab==ops[0].tab and not equal(bad,ops[0]),'absolute phase fault detection') result=dict(events=[8160,8148,8196,8197],directions=['inverse','forward','forward','inverse'],frames=[29,0,2,341,29],witness_input=[[1,[1,0]]],witness_output=expected_output,defect_squared_norm=4,cuts=cuts,meter=meter,claim='Every dyadic grid has a scaled witness; exact child inverses do not imply native graph flatness.') - need(result==json.loads((p/'RESULT.json').read_text()),'receipt equality');print('PASS_NATIVE_ROUNDED_LOOP_DEFECT '+json.dumps(result,sort_keys=True)) + need(json.dumps(result,sort_keys=True)==json.dumps(json.loads((p/'RESULT.json').read_text()),sort_keys=True),'receipt equality');print('PASS_NATIVE_ROUNDED_LOOP_DEFECT '+json.dumps(result,sort_keys=True)) if __name__=='__main__':main()