From cda9e61c44b890171c7d78199009e1af78080129 Mon Sep 17 00:00:00 2001 From: ToikY <27568617+ToikY@users.noreply.github.com> Date: Wed, 11 Nov 2026 15:58:19 -0800 Subject: [PATCH 1/2] Exclude exact P104 multiple-low compensated fusions --- .../LOCAL-PINS.json | 17 + .../p104-multiple-low-fusion-bound/NOTICE | 6 + .../p104-multiple-low-fusion-bound/PROOF.md | 80 +++ .../PROVENANCE.json | 37 ++ .../p104-multiple-low-fusion-bound/README.md | 68 +++ .../SOURCES.json | 18 + .../p104-multiple-low-fusion-bound/TASK.json | 117 ++++ .../VERIFY.json | 19 + .../engines/bank_bound.py | 103 ++++ .../engines/check_multilow.py | 198 +++++++ .../engines/local.py | 152 +++++ .../engines/multi_low.py | 108 ++++ .../engines/rank.py | 96 ++++ .../inputs/ADMITTED.json | 58 ++ .../inputs/PR7338-SHA256.json | 19 + .../inputs/R68.json.gz | Bin 0 -> 30599 bytes .../inputs/R69.json.gz | Bin 0 -> 107146 bytes .../inputs/R70.json.gz | Bin 0 -> 11589 bytes .../inputs/RANK-STOCK.json | 538 ++++++++++++++++++ .../inputs/WORD.json.gz | Bin 0 -> 393282 bytes .../inputs/pricing.py | 82 +++ .../receipts/SHA256.json | 5 + .../p104-multiple-low-fusion-bound/replay.py | 150 +++++ 23 files changed, 1871 insertions(+) create mode 100644 research/p104-multiple-low-fusion-bound/LOCAL-PINS.json create mode 100644 research/p104-multiple-low-fusion-bound/NOTICE create mode 100644 research/p104-multiple-low-fusion-bound/PROOF.md create mode 100644 research/p104-multiple-low-fusion-bound/PROVENANCE.json create mode 100644 research/p104-multiple-low-fusion-bound/README.md create mode 100644 research/p104-multiple-low-fusion-bound/SOURCES.json create mode 100644 research/p104-multiple-low-fusion-bound/TASK.json create mode 100644 research/p104-multiple-low-fusion-bound/VERIFY.json create mode 100644 research/p104-multiple-low-fusion-bound/engines/bank_bound.py create mode 100644 research/p104-multiple-low-fusion-bound/engines/check_multilow.py create mode 100644 research/p104-multiple-low-fusion-bound/engines/local.py create mode 100644 research/p104-multiple-low-fusion-bound/engines/multi_low.py create mode 100644 research/p104-multiple-low-fusion-bound/engines/rank.py create mode 100644 research/p104-multiple-low-fusion-bound/inputs/ADMITTED.json create mode 100644 research/p104-multiple-low-fusion-bound/inputs/PR7338-SHA256.json create mode 100644 research/p104-multiple-low-fusion-bound/inputs/R68.json.gz create mode 100644 research/p104-multiple-low-fusion-bound/inputs/R69.json.gz create mode 100644 research/p104-multiple-low-fusion-bound/inputs/R70.json.gz create mode 100644 research/p104-multiple-low-fusion-bound/inputs/RANK-STOCK.json create mode 100644 research/p104-multiple-low-fusion-bound/inputs/WORD.json.gz create mode 100644 research/p104-multiple-low-fusion-bound/inputs/pricing.py create mode 100644 research/p104-multiple-low-fusion-bound/receipts/SHA256.json create mode 100644 research/p104-multiple-low-fusion-bound/replay.py diff --git a/research/p104-multiple-low-fusion-bound/LOCAL-PINS.json b/research/p104-multiple-low-fusion-bound/LOCAL-PINS.json new file mode 100644 index 0000000000..b1aeb51312 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/LOCAL-PINS.json @@ -0,0 +1,17 @@ +{ + "PROVENANCE.json": "a171c1d8bf135549bc0f5c6c6a823f3b3b59c29bcd9f4278e6cc0d044860fbb9", + "engines/bank_bound.py": "012f7d6ae85c1af477ee0b0abfc0e44b347daaca1235275a60fc88ea4ba05bfb", + "engines/check_multilow.py": "ff1734ed03ebd37a9ff055c9862d2e2659612b4ff9eb30be3aec57b301354136", + "engines/local.py": "4397fb4e2bf5a36f58e7732e8d9c5500d24d91a0ef0d8a1e3941e447ceaf495e", + "engines/multi_low.py": "f3a73c4e45b8e3d15123280599b31781ddd22f712865a7d4faf7345a1f36e716", + "engines/rank.py": "e1b081552812a4132a20a2c062cf3d5c119e45292c5ef55bf25372adb21cf240", + "inputs/ADMITTED.json": "c95300e9bca27e44a25c82d794f88cbf70757c142806b0e4c590ea29feb81a13", + "inputs/PR7338-SHA256.json": "25425e3a6fc025666f50faea07e9d41fa1924a44c121c5503b122f082bed2542", + "inputs/R68.json.gz": "fa78bd67a71a9c0447132e94ef6baa0979b91d5b0b2477018a218c507aef59f1", + "inputs/R69.json.gz": "cb8284ce49b0e08a00a297ed1e2755255a70c4df39d8afbb9ef441406d759608", + "inputs/R70.json.gz": "97b79759cd1d4d5e94d2ca441cc86211638b5234929c6522b407fcedd1e26a24", + "inputs/RANK-STOCK.json": "4a7841699dd17688f6aada5c902a2a91e94558b2b1b4460c46b0e55aa95b3f9f", + "inputs/WORD.json.gz": "4b9fd1187b34ed97c3ac0c760d73531735a5d0ebc5b4d4ab4377160b20d9bb2a", + "inputs/pricing.py": "f4d0b6c9314b838d882d6d06020f24881c19a3fda97a7c00df87b1e920785182", + "receipts/SHA256.json": "3365fc5f4c05544efa61375a0b591522926d954dfbb9dd0eae9bc82ff15dcefb" +} diff --git a/research/p104-multiple-low-fusion-bound/NOTICE b/research/p104-multiple-low-fusion-bound/NOTICE new file mode 100644 index 0000000000..2347015a45 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/NOTICE @@ -0,0 +1,6 @@ +Apache-2.0. + +#7334 supplies the exact retimed word and #7113 the signed caller. +#7298 and #7338 supply the directed tariff, admitted invoice and +sealed geometry. #6765 and #6529 supply older donor-span and +compensated-fusion precedents. OpenAI Codex and subagents materially assisted. diff --git a/research/p104-multiple-low-fusion-bound/PROOF.md b/research/p104-multiple-low-fusion-bound/PROOF.md new file mode 100644 index 0000000000..83e9954c49 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/PROOF.md @@ -0,0 +1,80 @@ +# Fixed geometry and exact multiple-low obstruction + +The exact #7334 word and #7338 geometry bind the 3,422 eligible +paid pair keys under the original closed retime model. It admits +components of at most 24 scalar events and 20 public roles, +with fixed protected roles, legal common cut and an available +stationary owned field. Its 456 geometric survivors contain eight +banks with at least two eligible low-chart peers. All eight have +exactly one eligible high peer. This test keeps those eight +literal blocks, paid clocks, auxiliary ownership, boundary charts +and productive targets fixed. It changes only the allowed low +response space from one peer to the full existing bank. + +For a bank, let M be its exact normalized scalar block, h the +public helper, L the full low bank, and q its singleton high peer. +A forward replacement would use +`v=e_h+Σ_(i∈L) λ_i e_i`. Its image must vanish outside `{h,q}`. +The possible image at h is the disposable local owned value. +An exact dirty public return separately requires +`e_h^T M=α e_h^T+β e_q^T M` with nonzero α. The readout relation +does not depend on the low coefficients. + +An exact nonzero 2×2 determinant on two coordinates outside h +excludes the required row proportionality. The independent +reverse impulse walk obtains these signed determinants. + +| Helper h | High peer q | Exterior coordinates | Determinant | +| ---: | ---: | --- | ---: | +| 403 | 1165 | 1165, 106 | 1/2 | +| 1165 | 403 | 106, 1175 | 1/2 | +| 415 | 1175 | 414, 106 | −1 | +| 422 | 1182 | 1182, 51 | 1 | +| 431 | 1188 | 430, 104 | −1 | +| 1175 | 415 | 106, 414 | −1 | +| 1188 | 431 | 104, 430 | −1 | + +Helper 1182 at cut 33546 uses low donors 422, 423 and 1183 +and high peer 422. Its readout passes the exact necessary test. +For its forward relation, restrict all columns to coordinates +outside `{1182,422}`. The three donor columns have exact rank two. +Appending the required helper column raises rank to three. Exact +forward impulses and rational elimination therefore exclude all +low-coefficient choices. The independent result agrees with the +lead engine's full residual. The lead reuses three sealed exact +readout exclusions and independently reconstructs the other five +cases. The second engine directly rechecks all eight. + +No case survives even with unrestricted rational coefficients +and free ancillary work. There is no literal construction or +new κ claim. The result leaves different geometry, a different +high bank, and changed physical ownership outside its scope. + +## Directed stock price + +The signed #7334 invoice has 17 copies, 110,519 paid positions, +22,461 productive fields, rank surplus 1,424 and no empty-root +credit. One fusion of ranks a and b changes the complete paid +histogram by removing 17 of each old rank and adding 17 of rank +a+b. Productive fields and paid rank mass stay fixed. Six of the +eight pairs have ranks 1+1, and two have ranks 1+2. + +At the exact comparator crossing upper, the maximum one-edit +gross saving is + +```text +9446257548647027791039243626040418277611444313/80000000000000000000000000000000000000000000000 +``` + +This is about 0.118078219358088 raw. An additional rank-one paid +position erases the one-edit margin. The eight pairs use 16 distinct +paid calls. Even granting that all edits compose and all extra costs +are free, the combined optimistic gross upper is about 0.751149269958289 +raw at the incumbent crossing. + +At the fixed moonshot κ `0.0040075385047236`, the same optimistic +eight-edit invoice has positive gross credit at most 0.825349916685 +against an incumbent deficit about 139.766926170866. Its full directed +upper margin remains below −138.9415762541808 raw. This is a price +exclusion for this narrow family. The exact support result reduces +its compatible one-edit saving to zero at the incumbent. diff --git a/research/p104-multiple-low-fusion-bound/PROVENANCE.json b/research/p104-multiple-low-fusion-bound/PROVENANCE.json new file mode 100644 index 0000000000..fd2a31c475 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/PROVENANCE.json @@ -0,0 +1,37 @@ +{ + "files": { + "inputs/ADMITTED.json": { + "commit": "349996445176e934ffb3c76813adcd230ca8f783", + "git_blob": "464c89e45c4eca230c099e8bac784a90200a5069", + "path": "research/p104-compensated-fusion-readout-bound/inputs/ADMITTED.json", + "sha256": "c95300e9bca27e44a25c82d794f88cbf70757c142806b0e4c590ea29feb81a13", + "source": "https://github.com/CrocSwap/integer-mult-bounds/blob/349996445176e934ffb3c76813adcd230ca8f783/research/p104-compensated-fusion-readout-bound/inputs/ADMITTED.json", + "uncompress": false + }, + "inputs/PR7338-SHA256.json": { + "commit": "349996445176e934ffb3c76813adcd230ca8f783", + "git_blob": "8a4d2a0cf37422891787610ba0ae95b869e29751", + "path": "research/p104-compensated-fusion-readout-bound/receipts/SHA256.json", + "sha256": "25425e3a6fc025666f50faea07e9d41fa1924a44c121c5503b122f082bed2542", + "source": "https://github.com/CrocSwap/integer-mult-bounds/blob/349996445176e934ffb3c76813adcd230ca8f783/research/p104-compensated-fusion-readout-bound/receipts/SHA256.json", + "uncompress": false + }, + "inputs/WORD.json.gz": { + "commit": "aaeec8c0acf01e99a5f331ef363a698d9c084ace", + "git_blob": "73f43007192eb5a38eb5abb591b871df3e52c7cd", + "path": "research/p104-helper-319-fused-return/WORD.json.gz", + "sha256": "4b9fd1187b34ed97c3ac0c760d73531735a5d0ebc5b4d4ab4377160b20d9bb2a", + "source": "https://github.com/Clear1nsight/integer-mult-bounds/blob/aaeec8c0acf01e99a5f331ef363a698d9c084ace/research/p104-helper-319-fused-return/WORD.json.gz", + "uncompress": false + }, + "inputs/pricing.py": { + "commit": "c522451caf287bb3c16eaece72be4c263315dca4", + "git_blob": "40ec194017bda1d524bba4f07b188c53281419d0", + "path": "research/adjacent-owned-add-exchange-bound/pricing.py", + "sha256": "f4d0b6c9314b838d882d6d06020f24881c19a3fda97a7c00df87b1e920785182", + "source": "https://github.com/CrocSwap/integer-mult-bounds/blob/c522451caf287bb3c16eaece72be4c263315dca4/research/adjacent-owned-add-exchange-bound/pricing.py", + "uncompress": false + } + }, + "schema_version": 1 +} diff --git a/research/p104-multiple-low-fusion-bound/README.md b/research/p104-multiple-low-fusion-bound/README.md new file mode 100644 index 0000000000..ea4082563f --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/README.md @@ -0,0 +1,68 @@ +# Multiple low peers in a fixed compensated fusion + +**NO VERIFIED GAIN. Conditional κ change 0%.** On exact +[#7334](https://github.com/CrocSwap/integer-mult-bounds/pull/7334), +the frozen compensated-fusion geometry contains eight sites with +more than one low-chart donor. Seven have no valid dirty readout +even with arbitrary rational low coefficients. The remaining site, +helper 1182, fails the full low-donor exterior span. Its exact +donor and augmented ranks are two and three. Both rational checks +agree on every site. Zero cases remain unresolved and the compatible +paid saving upper is zero. + +The edit would fuse one paid public rank pair, retain the existing +closed retime, all other paid itineraries and productive targets, +and allow the full existing low bank. Every site has a singleton +eligible high peer. The exact one-edit optimistic price upper is +about 0.118078219358088 raw before support. See [PROOF.md](PROOF.md). + +## Evidence and replay + +The comparator is independently reproduced #7334 head +`aaeec8c0acf01e99a5f331ef363a698d9c084ace` at κ +`0.00364665195644`, with the exact +[#7113](https://github.com/CrocSwap/integer-mult-bounds/pull/7113) +caller at `07a76c5e2738882c0cb322278e56f6cae3c9885d`. +The five inherited premises are native all-columns, owned erasure, +compiler, precision/tape and analytic recovery. The package includes +the exact compressed word, admission, pricing and three prerequisite +receipts authenticated against the public #7338 manifest. + +From a clean checkout use CPython 3.12 with assertions enabled. + +```sh +python3.12 -I -B research/p104-multiple-low-fusion-bound/replay.py +python3.12 -B scripts/research_package.py --package research/p104-multiple-low-fusion-bound +``` + +Use `--out fresh-directory` to save the three exact regenerated +receipts. The standalone replay uses committed files and the Python +standard library. It prices the eight selected banks before decoding +the word, compares the two exact tests, and rejects a changed geometry +receipt and changed rank stock. It retains the earlier frozen geometry. + +## Open next questions + +A changed legal cut, larger closed block or different ownership +contract could expose a different donor bank. First pin one such +family and bound its full price, including added routing and setup. +Any surviving exact response must still pass signed arbitrary-input +forward and adjoint action, dirty restoration, compiler, precision, +tape, caller and outer checks. One added rank-one paid position on +the complete signed invoice erases the tested one-edit price gain. + +## Credit + +[#7334](https://github.com/CrocSwap/integer-mult-bounds/pull/7334) +supplies the exact retimed word and dirty restoration, +[#7113](https://github.com/CrocSwap/integer-mult-bounds/pull/7113) +the signed caller, and +[#7298](https://github.com/CrocSwap/integer-mult-bounds/pull/7298) +the directed tariff. [#7338](https://github.com/CrocSwap/integer-mult-bounds/pull/7338) +supplies the prior admission, rank stock and sealed one-low geometry. +This result tests the multiple-low scope that it leaves open. +[#6765](https://github.com/CrocSwap/integer-mult-bounds/pull/6765) +supplies an older multi-donor span method and +[#6529](https://github.com/CrocSwap/integer-mult-bounds/pull/6529) +a compensated-fusion precedent. OpenAI Codex and subagents materially +assisted. diff --git a/research/p104-multiple-low-fusion-bound/SOURCES.json b/research/p104-multiple-low-fusion-bound/SOURCES.json new file mode 100644 index 0000000000..e8c2f265cd --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/SOURCES.json @@ -0,0 +1,18 @@ +{ + "base_commit": "e54523517d0f03e58352e647c403a5af3e525a57", + "files": [ + { + "git_blob": "75d77b328ea02ded535e7f23aee5b1e55d0bb1a8", + "path": "certificates/selected-result.json", + "sha256": "154c3d30455d778fd3343b6b4851f0fa4665f0f7625b0adb3675e2bafbbf6bf1", + "usage": "provenance" + }, + { + "git_blob": "3404fbdd5e7529a0674eef26114b5071e4586cec", + "path": "docs/research/agent-task-catalog.json", + "sha256": "ead6cdc9d0af6d58e8a49744d8ec8c7c15e13d2ba93c276c434bcf9b51b93a81", + "usage": "provenance" + } + ], + "schema_version": 1 +} diff --git a/research/p104-multiple-low-fusion-bound/TASK.json b/research/p104-multiple-low-fusion-bound/TASK.json new file mode 100644 index 0000000000..c233b5a667 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/TASK.json @@ -0,0 +1,117 @@ +{ + "actual_scope": "On exact #7334, admit the full low-chart public bank at each of eight frozen retimed compensated fusion sites, keeping the singleton high readout, existing geometry, paid itineraries and productive fields fixed.", + "ai_assistance": "OpenAI Codex and subagents materially assisted proof, implementation, independent verification and packaging.", + "author": "Multiple-low compensated fusion research", + "base_commit": "e54523517d0f03e58352e647c403a5af3e525a57", + "bottleneck_link": "One paid rank-pair fusion could reduce the signed complex recurrence while leaving productive rank and paid rank mass fixed.", + "budget_minutes": 5, + "evidence": "The sealed stock yields eight exact banks. Seven fail high readout and the remaining pivot 1182 fails full low exterior rank 2 to 3. Both exact engines agree, with zero unresolved and zero compatible saving.", + "open_questions": [ + { + "blocked_by": "Any surviving construction needs exact signed physical action, ownership, restoration and all caller, precision and tape costs.", + "first_step": "Pin one changed geometry and preprice the full signed invoice before any exact support test.", + "question": "Can a different legal cut or larger chronological block supply a usable high readout and low exterior cancellation?", + "why_it_matters": "None of the existing eight multiple-low banks can pass both conditions." + } + ], + "original_card": { + "acceptance_gate": "An exact arbitrary-input identity, source/target frame availability and restoration at the chosen cut, plus the complete channel+correction+idle/hosting bill or an explicit favorable bound. The native channel alone is not a supplier. A scoped local result may be retained without a complete supplier. Expanding it into further construction rounds requires the family-level budget and obligation gate in research-family-status.md; an optimistic passing relaxation alone is not acceptance.", + "allowed_variations": [ + "One exact source head, helper/cut region or quantified proposition and changed hypothesis; check live handoffs first. Different seeds are not different scopes." + ], + "bottleneck_link": "Judge the actual current supplier contract and complete signed target/paid bill; frozen-profile ceilings require an applicability proof.", + "existing_checks": [ + { + "evidence": "research/p104-literal-slot-defect/README.md", + "remaining": "Independently validate the stated scope or change its producer/consumer premise and pay the complete boundary.", + "scope": "PR #4133: literal-slot defect", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129", + "source_commit": "88666f1dee93fbd85b31fd5d6f91a219e111b5f4", + "status": "author-checked" + }, + { + "evidence": "research/p104-uniform-commutation-gap/README.md", + "remaining": "Independently validate the stated scope or change its producer/consumer premise and pay the complete boundary.", + "scope": "PR #4136: uniform commutation gap", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129", + "source_commit": "281ce601a8be9db470de630759179c23e1dfaa88", + "status": "author-checked" + }, + { + "evidence": "research/p104-uniform-encoding-gap/README.md", + "remaining": "Independently validate the stated scope or change its producer/consumer premise and pay the complete boundary.", + "scope": "PR #4140: uniform encoding gap", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129", + "source_commit": "de25c6525aa866962309df5d107b32d55e6e5628", + "status": "author-checked" + }, + { + "evidence": "research/p104-source-chart-shortcut/README.md", + "remaining": "Independently validate the stated scope or change its producer/consumer premise and pay the complete boundary.", + "scope": "PR #4153: source-chart shortcut exhausts its optimistic allowance", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129", + "source_commit": "9123241fea53df77e51ffe30d9aca1625d4bf3a8", + "status": "author-checked" + }, + { + "evidence": "research/p104-fiber-tag-seam/README.md", + "remaining": "Independently validate the stated scope or change its producer/consumer premise and pay the complete boundary.", + "scope": "PR #4154: fiber-tag seam mismatch", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129", + "source_commit": "4ffcdaee5d6255a9cea1fe53a5424435068089d0", + "status": "author-checked" + }, + { + "evidence": "docs/research/pr-intake-evidence/pr5599-completion/PROOF-REVIEW.md", + "remaining": "The next experiment must identify uncovered source-specific work. Successor archive intake does not transfer this admission.", + "scope": "Selected PR5599: complete helper-subspace construction and independent caller replay; five framework assumptions remain.", + "selected_record_sha256": "2a0220e866417774606e0f991e41b9c1d26b1f43b97857238cf478dbc7d330b5", + "source_commit": "09dd0965711ca7eeb169057a420abab1c9052137", + "status": "reviewed" + } + ], + "first_experiment": "Start with the selected #5599 emitted word and review pending #5718 distinct input/output bases plus #5717/#5719 coverage before claiming work. Pick one uncovered source word, helper group and cut region. Prove the arbitrary-input relation and legal entry/exit corrections, then compare full target and paid profiles. Reject if completion, owned lifetimes or consumer costs repay the gain. A static pairing rank alone is not a physical split.", + "first_step": { + "command": [ + "python3", + "-B", + "scripts/research_selected_baseline.py" + ], + "expected": "PASS_RESEARCH_BASELINE_BINDINGS_ONLY", + "inspect": "Read revision 8, the selected review and live exact-source handoffs. Then follow this card's bounded first_experiment.", + "scope": "Source-bound orientation only, not a supplier replay or theorem proof." + }, + "id": "p104-side-correction", + "methods": [ + "Construct and independently check one source-bound instance of the stated first experiment.", + "Seek an exact counterexample or target-specific complete-budget obstruction to that same proposed change." + ], + "overlap_terms": [ + "P104", + "helper basis", + "helper split", + "5718", + "dyadic capacity" + ], + "question": "Can joint helper bases and a legal causal split improve the complete P104 productive/paid invoice?", + "scope_change_triggers": [ + "Changing source head, helper/cut domain, operation alphabet or caller boundary without recording the new scope.", + "Treating an archived proposal or local numerical pass as complete supplier admission." + ], + "starting_points": [ + "docs/research/current-priorities.md", + "docs/research/research-family-status.md", + "certificates/selected-result.json", + "docs/research/pr-intake-evidence/pr5599-completion/PROOF-REVIEW.md", + "research/p104-helper-subspace-splits/README.md", + "research/dyadic-helper-channel-capacity/README.md" + ] + }, + "outcome": "negative-result", + "priority_revision": 8, + "schema_version": 1, + "scope_change_reason": "Expands the predecessor one-low input space to all available cocharted low peers without changing its fixed geometry.", + "scope_status": "changed", + "stop_rule": "Price all eight banks from sealed receipts, then exhaust eight exact readout-first cases or stop at 15 runner seconds. Build only on exact support and positive fully charged price.", + "task_id": "p104-side-correction" +} diff --git a/research/p104-multiple-low-fusion-bound/VERIFY.json b/research/p104-multiple-low-fusion-bound/VERIFY.json new file mode 100644 index 0000000000..a4fb62fa38 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/VERIFY.json @@ -0,0 +1,19 @@ +{ + "commands": [ + { + "argv": [ + "{python}", + "-I", + "-B", + "{package}/replay.py" + ], + "checks": "Authenticate exact source and public prior receipts, rebuild directed eight-bank price, replay both rational support engines, and reject changed geometry and price.", + "timeout_seconds": 120 + } + ], + "inputs": [], + "python": "3.12", + "requirements": [], + "schema_version": 1, + "status": "ready" +} diff --git a/research/p104-multiple-low-fusion-bound/engines/bank_bound.py b/research/p104-multiple-low-fusion-bound/engines/bank_bound.py new file mode 100644 index 0000000000..8213d2a1f6 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/engines/bank_bound.py @@ -0,0 +1,103 @@ +"""Project the sealed geometry onto multiple low donors and reprice the stock.""" +from collections import Counter +from fractions import Fraction as Q +from hashlib import sha256 +from json import dumps, loads +from pathlib import Path +from runpy import run_path +import argparse + +PINS = { + "r68_geometry": "ce9604444161b3532d02eb788cb3a24fbbdaf4c1354d596ac08a2c9edeb72c76", + "r69_geometry": "a2dd10737f5bfbd3818e6766df3890e445fd46f661af9521f5d724b7c56c1d45", + "r70_support": "34738b6d9031b3170a58f0cb590d81c01ea2c1038810008483d1c24dc7574150", + "rank_stock": "4a7841699dd17688f6aada5c902a2a91e94558b2b1b4460c46b0e55aa95b3f9f", + "tariff": "f4d0b6c9314b838d882d6d06020f24881c19a3fda97a7c00df87b1e920785182", +} +HEAD = "aaeec8c0acf01e99a5f331ef363a698d9c084ace" +TARGET = Q("0.0040075385047236") + + +def require(condition, text): + if not condition: + raise ValueError(text) + + +def checked(path, key): + raw = path.read_bytes() + require(sha256(raw).hexdigest() == PINS[key], f"stale {key}") + return raw + + +def rank_type(site): + return "+".join(map(str, sorted(site["rank_pair"]))) + + +def hkey(site): + return (site["h"], *site["move_clocks"], site["clock"]) + + +def histogram(obj): + return Counter({int(r): count for r, count in obj.items()}) + + +def main(args): + first = loads(checked(args.r68_geometry, "r68_geometry")) + second = loads(checked(args.r69_geometry, "r69_geometry")) + prior = loads(checked(args.r70_support, "r70_support")) + stock = loads(checked(args.rank_stock, "rank_stock")) + checked(args.tariff, "tariff") + cost = run_path(str(args.tariff))["cost"] + require(first["comparator_head"] == second["comparator_head"] == prior["head"] == stock["head"] == HEAD, + "comparison heads differ") + require(second["already_checked"] == len(first["visited"]) == 64 and not second["unvisited"], "geometry coverage") + require(second["continuation_keys"] == len(second["visited"]) == first["unresolved"] == 3358, "geometry counts") + sites = first["survivors"] + second["survivors"] + require(len(sites) == len({hkey(site) for site in sites}) == 456, "geometry survivor inventory") + candidates = [s for s in sites if len(s["low"]) > 1] + require(len(candidates) == 8 and all(len(s["high"]) == 1 for s in candidates), "exact multi-low inventory") + ranks = Counter(map(rank_type, candidates)) + require(ranks == {"1+1": 6, "1+2": 2}, "expected rank types") + rank_prices = stock["rank_prices"] + delta = Counter() + for kind, number in ranks.items(): + for rank, change in rank_prices[kind]["paid_delta"].items(): + delta[int(rank)] -= number * change + paid = histogram(stock["old_complete_paid"]) + signed = histogram(stock["complete_targets"]) + signed.subtract(paid) + signed_all = signed.copy() + signed_all.update(delta) + pre, post, target_credit = (cost(row, TARGET) for row in (signed, signed_all, delta)) + require(pre[1] < post[1] < 0 and target_credit[0] > 0, "target arithmetic") + require(len({t for s in candidates for t in s["move_clocks"]}) == 16, "unexpected shared paid call") + previous = Counter(tuple(row["key"][:4]) for row in prior["outcomes"] + if row["status"] == "dirty return readout failed" and row["key"][-1] is not None) + rows = [{"key": s["key"], "h": s["h"], "chart_path": s["chart_path"], "cut": s["clock"], + "low": s["low"], "high": s["high"], "rank_type": rank_type(s), + "prior_readout_excluded": previous[hkey(s)] > 0} for s in candidates] + require({row["h"] for row in rows if row["prior_readout_excluded"]} == {403, 422, 431}, + "previously proved readout exclusions") + max_credit = max(Q(rank_prices[kind]["credit"][1]) for kind in ranks) + all_credit = sum(count * Q(rank_prices[kind]["credit"][1]) for kind, count in ranks.items()) + result = { + "head": HEAD, "inputs": PINS, "geometry_pairs": 3422, "geometry_survivors": len(sites), + "multi_low_banks": len(candidates), "one_edit_cap": 1, "distinct_paid_calls": 16, + "bank_shapes": dict(Counter(f'{len(s["low"])}+{len(s["high"])}' for s in candidates)), + "rank_types": dict(ranks), "rows": rows, + "full_family_global_gross_upper": stock["one_edit_optimistic_upper"], + "one_edit_comparator_gross_upper": str(max_credit), + "all_eight_comparator_gross_upper": str(all_credit), + "target": str(TARGET), "target_old_margin": list(map(str, pre)), + "target_all_eight_gross_credit": list(map(str, target_credit)), + "target_all_eight_margin": list(map(str, post)), + "scope": "Bound from sealed receipts, no literal word decoding. All eight simultaneously grants every shared geometry and all scalar/physical costs free.", + } + print(dumps(result, indent=2, sort_keys=True)) + + +if __name__ == "__main__": + p = argparse.ArgumentParser() + for key in PINS: + p.add_argument("--" + key.replace("_", "-"), type=Path, required=True) + main(p.parse_args()) diff --git a/research/p104-multiple-low-fusion-bound/engines/check_multilow.py b/research/p104-multiple-low-fusion-bound/engines/check_multilow.py new file mode 100644 index 0000000000..821d136012 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/engines/check_multilow.py @@ -0,0 +1,198 @@ +"""Independent exact readout-first check on the eight frozen R74 banks.""" +from collections import Counter +from fractions import Fraction as Q +from hashlib import sha256 +from pathlib import Path +from time import monotonic +import argparse +import gzip +import json + +HEAD = "aaeec8c0acf01e99a5f331ef363a698d9c084ace" +PINS = { + "banks": "9b17806949c347926b7f95bb70d207e89ca3ed1c6cf78f6729652b3728993c01", + "g68": "ce9604444161b3532d02eb788cb3a24fbbdaf4c1354d596ac08a2c9edeb72c76", + "g69": "a2dd10737f5bfbd3818e6766df3890e445fd46f661af9521f5d724b7c56c1d45", + "admission": "c95300e9bca27e44a25c82d794f88cbf70757c142806b0e4c590ea29feb81a13", + "word": "4b9fd1187b34ed97c3ac0c760d73531735a5d0ebc5b4d4ab4377160b20d9bb2a", +} +CASE_CAP, TIME_CAP = 8, 15 + + +def require(ok, reason): + if not ok: + raise ValueError(reason) + + +def read(path, name): + raw = path.read_bytes() + require(sha256(raw).hexdigest() == PINS[name], "changed input " + name) + return raw + + +def adjoint(body, roles, output): + functional = {r: Q(r == output) for r in roles} + for event in reversed(body): + op, dst = event[:2] + if op == "ADD": + functional[event[2]] += Q(event[3]) * functional[dst] + else: + require(op == "SCALE", "invalid component operation") + functional[dst] *= Q(event[2]) + return functional + + +def forward(body, roles, input_role): + vector = {r: Q(r == input_role) for r in roles} + for event in body: + op, dst = event[:2] + if op == "ADD": + vector[dst] += Q(event[3]) * vector[event[2]] + else: + require(op == "SCALE", "invalid component operation") + vector[dst] *= Q(event[2]) + return vector + + +def readout(body, roles, h, q): + want = adjoint(body, roles, h) + donor = adjoint(body, roles, q) + exterior = [r for r in roles if r != h] + pivot = next((r for r in exterior if donor[r]), None) + if pivot is None: + missing = next((r for r in exterior if want[r]), None) + if missing is not None: + return None, {"missing_donor_coordinate": missing, "required_value": str(want[missing])} + beta = Q(0) + else: + beta = want[pivot] / donor[pivot] + for r in exterior: + minor = want[r] * donor[pivot] - donor[r] * want[pivot] + if minor: + return None, {"exterior_coordinates": [pivot, r], "determinant": str(minor)} + alpha = want[h] - beta * donor[h] + require(alpha, "invertible block returned zero dirty-readout multiplier") + require(all(want[r] == alpha * (r == h) + beta * donor[r] for r in roles), "invalid readout coefficient") + return (alpha, beta), None + + +def solve_rectangular(rows, n): + matrix = [row.copy() for row in rows] + pivots = [] + for column in range(n): + first = len(pivots) + pivot = next((i for i in range(first, len(matrix)) if matrix[i][column]), None) + if pivot is None: + continue + matrix[first], matrix[pivot] = matrix[pivot], matrix[first] + v = matrix[first][column] + matrix[first] = [x / v for x in matrix[first]] + for i, row in enumerate(matrix): + if i != first and row[column]: + v = row[column] + matrix[i] = [x - v * y for x, y in zip(row, matrix[first], strict=True)] + pivots.append(column) + obstruction = next((row for row in matrix if not any(row[:-1]) and row[-1]), None) + if obstruction is not None: + return None, len(pivots) + result = [Q(0)] * n + for i, col in enumerate(pivots): + result[col] = matrix[i][-1] + require(all(sum(x * y for x, y in zip(row[:-1], result, strict=True)) == row[-1] for row in rows), + "forward witness does not solve exact equations") + return result, len(pivots) + + +def forward_gate(body, roles, h, low, q): + cols = {r: forward(body, roles, r) for r in [h, *low]} + exterior = [r for r in roles if r not in (h, q)] + equations = [[*(cols[p][i] for p in low), -cols[h][i]] for i in exterior] + answer, rank = solve_rectangular(equations, len(low)) + if answer is None: + return None, rank + combined = {i: cols[h][i] + sum(a * cols[p][i] for a, p in zip(answer, low, strict=True)) for i in roles} + require(all(not combined[i] for i in exterior), "forward output has exterior leakage") + coeff = {p: str(a) for p, a in zip(low, answer, strict=True) if a} + return {"low_coefficients": coeff, "high_correction": str(combined[q]), "owned_residual": str(combined[h])}, rank + + +def controls(): + h, a, b, q, other = range(5) + roles = [h, a, b, q, other] + events = [ + ["ADD", a, h, "-2", 7], + ["ADD", b, h, "1/2", 7], + ["ADD", q, h, "-3", 7], + ["SCALE", h, "-2", 7], + ["ADD", h, q, "1", 7], + ] + coefficients, failure = readout(events, roles, h, q) + require(coefficients == (Q(-2), Q(1)) and failure is None, "signed readout control") + found, rank = forward_gate(events, roles, h, [a, b], q) + require(found == {"low_coefficients": {a: "2", b: "-1/2"}, "high_correction": "-3", + "owned_residual": "-5"} and rank == 2, "two-low forward control") + require(forward_gate(events, roles, h, [a], q)[0] is None, "single donor accepted") + require(forward_gate(events + [["ADD", other, h, "1", 7]], roles, h, [a, b], q)[0] is None, + "extra exterior defect accepted") + _, rejection = readout(events + [["ADD", h, a, "1", 7]], roles, h, q) + require(rejection and "determinant" in rejection, "exterior readout corruption accepted") + return ["signed nonunit readout", "two low coefficients required", "extra exterior defect rejected", + "corrupted dirty readout rejected"] + + +def verify(args): + control = controls() + bank = json.loads(read(args.banks, "banks")) + geos = [json.loads(read(getattr(args, n), n)) for n in ("g68", "g69")] + admission = json.loads(read(args.admission, "admission")) + require(bank["head"] == admission["head"] == HEAD and admission["exit"] == 0, "wrong admission") + sites = {s["key"]: s for g in geos for s in g["survivors"] if len(s["low"]) > 1} + pending = bank["rows"] + require(len(sites) == len(pending) == len({x["key"] for x in pending}) == CASE_CAP, "wrong exact bank count") + require(set(sites) == {x["key"] for x in pending}, "different eligible low bank keys") + start = monotonic() + word = json.loads(gzip.decompress(read(args.word, "word")))["program"] + done, survivors = [], [] + for selected in pending: + if len(done) == CASE_CAP or monotonic() - start >= TIME_CAP: + break + site = sites[selected["key"]] + h, roles, low, high = (site[k] for k in ("h", "roles", "low", "high")) + require((h, low, high, site["clock"], site["chart_path"]) == + (selected["h"], selected["low"], selected["high"], selected["cut"], selected["chart_path"]), + "unmatched frozen geometry detail") + require(len(high) == 1 and 2 <= len(low) <= 4 and h not in low + high, "unexpected role stock") + q = high[0] + body = [word[t] for t in site["block"]] + require(all(e[-1] == site["chart_path"][1] for e in body), "wrong component chart") + coefficients, obstruction = readout(body, roles, h, q) + result = {"key": selected["key"], "h": h, "rank_type": selected["rank_type"], "readout_peer": q} + if coefficients is None: + done.append(result | {"status": "readout_excluded", "certificate": obstruction}) + continue + require(not selected["prior_readout_excluded"], "prior readout result disagrees") + support, rank = forward_gate(body, roles, h, low, q) + if support is None: + done.append(result | {"status": "forward_span_excluded", "exterior_donor_rank": rank, + "exterior_augmented_rank": rank + 1}) + continue + require(len(support["low_coefficients"]) >= 2, "contradiction to one-low exclusion") + alpha, beta = coefficients + winner = result | {"status": "rational_support_survives", "alpha": str(alpha), "beta": str(beta), **support} + done.append(winner) + survivors.append(winner) + unvisited = [x["key"] for x in pending[len(done):]] + return {"head": HEAD, "input_sha256": PINS, "status": "CAPPED" if unvisited else "EXHAUSTED", + "case_cap": CASE_CAP, "runner_cap_seconds": TIME_CAP, "controls": control, "tested": len(done), + "counts": dict(Counter(row["status"] for row in done)), "outcomes": done, + "unvisited": unvisited, "survivors": survivors} + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument("--controls-only", action="store_true") + for name in PINS: + parser.add_argument("--" + name, type=Path) + args = parser.parse_args() + result = {"status": "PASS", "controls": controls()} if args.controls_only else verify(args) + print(json.dumps(result, indent=2, sort_keys=True)) diff --git a/research/p104-multiple-low-fusion-bound/engines/local.py b/research/p104-multiple-low-fusion-bound/engines/local.py new file mode 100644 index 0000000000..dee76d9c75 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/engines/local.py @@ -0,0 +1,152 @@ +"""Exact paired block identities for a candidate virtual-zero public fusion.""" +from collections import Counter +from fractions import Fraction as Q +import gzip +from hashlib import sha256 +import json +from pathlib import Path +import sys +from time import monotonic + +HEAD = "aaeec8c0acf01e99a5f331ef363a698d9c084ace" +WORD = "4b9fd1187b34ed97c3ac0c760d73531735a5d0ebc5b4d4ab4377160b20d9bb2a" +PRICE = "4a7841699dd17688f6aada5c902a2a91e94558b2b1b4460c46b0e55aa95b3f9f" +CAP, SECONDS = 1197, 32 + + +def checked(path, digest): + data = Path(path).read_bytes() + if sha256(data).hexdigest() != digest: + raise ValueError(f"changed input: {Path(path).name}") + return data + + +def local_operator(tape, row): + roles = row["roles"] + middle = row["chart_path"][1] + matrix = {r:{q:Q(int(r==q)) for q in roles} for r in roles} + for t in row["block"]: + op, d, *a = tape[t] + assert a[-1] == middle and op in ("ADD","SCALE") + c = Q(a[-2]) + assert c and d in matrix + if op == "SCALE": + matrix[d] = {j:c*x for j,x in matrix[d].items()} + else: + s = a[0] + assert s in matrix and s!=d + matrix[d] = {j:matrix[d][j]+c*matrix[s][j] for j in roles} + return matrix + + +def ratio(left, right): + pivot = next((i for i in right if right[i]), None) + if pivot is None: + return Q(0) if not any(left.values()) else None + q = left[pivot]/right[pivot] + return q if all(left[i]==q*right[i] for i in left) else None + + +def legal(q): + denominator = q.denominator + for p in (2,3,5): + while denominator%p==0: + denominator//=p + return denominator == 1 and abs(q.numerator) <= 64 and q.denominator <= 1125*32 + + +def solve(M, h, p, q, high): + exterior = M.keys() - (set(high) | {h}) + lam = ratio({r:-M[r][h] for r in exterior}, {r:M[r][p] for r in exterior}) + if lam is None: + return "nonlocal forward leakage", None + raw = {r:v for r in M if (v:=M[r][h]+lam*M[r][p])} + discarded = raw.pop(h,Q(0)) + assert set(raw)<=set(high) + outside_h = M.keys() - {h} + beta = ratio({r:M[h][r] for r in outside_h}, + {r:M[q][r] if q is not None else Q(0) for r in outside_h}) + if beta is None: + return "dirty return readout failed", None + alpha = M[h][h] - (beta*M[q][h] if q is not None else 0) + if not alpha: + return "zero retained multiplier", None + assert all(M[h][r] == alpha*int(r==h)+(beta*M[q][r] if q is not None else 0) for r in M) + if (len(raw)+bool(lam)+bool(beta)+(alpha!=1)>6 or + any(not legal(v) for v in (lam,alpha,1/alpha,beta,*raw.values()))): + return "coefficient or ordinary-count gate", None + return "survives", dict(low_peer=p, readout=q, lam=str(lam), alpha=str(alpha), + beta=str(beta), discarded_aux_output=str(discarded), + image={r:str(v) for r,v in raw.items()}) + + +def controls(): + # ADD high from h followed by a nonzero SCALE on h, an invertible block. + M = {0:{0:Q(2),1:Q(0)},1:{0:Q(1),1:Q(1)}} + status, found = solve(M,0,1,None,[1]) + assert status=="survives" and found["alpha"]=="2" and found["image"]=={1:"1"} + assert found["discarded_aux_output"]=="2" + bad={r:a.copy() for r,a in M.items()} + bad[0][1] = Q(1) + assert solve(bad,0,1,None,[1])[0]=="dirty return readout failed" + M[2]={0:Q(1),1:Q(0),2:Q(1)} + for r in (0,1): M[r][2]=Q(0) + assert solve(M,0,1,None,[1])[0]=="nonlocal forward leakage" + return ["invertible block with nonzero discarded output", "nonunit retained readout", + "wrong readout rejected", "nonlocal leakage rejected"] + + +def check(word, geometry): + checks=controls() + deadline=monotonic()+SECONDS + tape=word["program"] + rows=[] + for site in geometry["survivors"]: + h=site["h"] + assert h in site["roles"] and h not in site["high"] and h not in site["low"] + for p in site["low"]: + for q in [None,*site["high"]]: + rows.append((site,p,q)) + outcomes=[] + passed=[] + for i,(site,p,q) in enumerate(rows): + if i==CAP or monotonic()>=deadline: + break + M=local_operator(tape,site) + status, witness=solve(M,site["h"],p,q,site["high"]) + key=[site["h"],*site["move_clocks"],site["clock"],p,q] + outcomes.append(dict(key=key,status=status)) + if witness: + passed.append(site|witness) + unresolved=[[s["h"],*s["move_clocks"],s["clock"],p,q] for s,p,q in rows[len(outcomes):]] + return dict(outcomes=outcomes, dispositions=dict(Counter(r["status"] for r in outcomes)), + survivors=passed, unresolved=unresolved, cap=CAP, seconds=SECONDS, controls=checks) + + +def main(): + if sys.argv[1:] == ["--controls-only"]: + print(controls()) + return + price_path, first_path, last_path, word_path = sys.argv[1:] + price=json.loads(checked(price_path,PRICE)) + assert price["head"]==HEAD + pins = { + first_path:"ce9604444161b3532d02eb788cb3a24fbbdaf4c1354d596ac08a2c9edeb72c76", + last_path:"a2dd10737f5bfbd3818e6766df3890e445fd46f661af9521f5d724b7c56c1d45", + } + rows=[] + for path,digest in pins.items(): + geometry=json.loads(checked(path,digest)) + assert geometry["comparator_head"]==HEAD and geometry["price_sha256"]==PRICE + assert geometry["admission_sha256"]=="c95300e9bca27e44a25c82d794f88cbf70757c142806b0e4c590ea29feb81a13" + rows.extend(geometry["survivors"]) + assert len(rows)==456 and sum(len(r["low"])*(1+len(r["high"])) for r in rows)==CAP + assert len({r["key"] for r in rows})==456 + word=json.loads(gzip.decompress(checked(word_path,WORD))) + result=check(word,{"survivors":rows}) + result.update(head=HEAD,price_sha256=PRICE,geometry_sha256=list(pins.values()),word_sha256=WORD) + print(json.dumps(result,indent=2,sort_keys=True)) + + +if __name__=="__main__": + main() diff --git a/research/p104-multiple-low-fusion-bound/engines/multi_low.py b/research/p104-multiple-low-fusion-bound/engines/multi_low.py new file mode 100644 index 0000000000..a3a44e0c8d --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/engines/multi_low.py @@ -0,0 +1,108 @@ +"""One paid pair fusion with a full simultaneous low-chart bank.""" +from collections import Counter +from fractions import Fraction as Q +from gzip import decompress +from hashlib import sha256 +import json +from pathlib import Path +from runpy import run_path +import sys +from time import monotonic + +PINS={ + "frontier/BANKS.json":"9b17806949c347926b7f95bb70d207e89ca3ed1c6cf78f6729652b3728993c01", + "inputs/ADMITTED.json":"c95300e9bca27e44a25c82d794f88cbf70757c142806b0e4c590ea29feb81a13", + "inputs/R68.json":"ce9604444161b3532d02eb788cb3a24fbbdaf4c1354d596ac08a2c9edeb72c76", + "inputs/R69.json":"a2dd10737f5bfbd3818e6766df3890e445fd46f661af9521f5d724b7c56c1d45", + "inputs/R70.json":"34738b6d9031b3170a58f0cb590d81c01ea2c1038810008483d1c24dc7574150", + "inputs/RANK-STOCK.json":"4a7841699dd17688f6aada5c902a2a91e94558b2b1b4460c46b0e55aa95b3f9f", + "inputs/WORD.json.gz":"4b9fd1187b34ed97c3ac0c760d73531735a5d0ebc5b4d4ab4377160b20d9bb2a", + "lead/local.py":"4397fb4e2bf5a36f58e7732e8d9c5500d24d91a0ef0d8a1e3941e447ceaf495e", + "lead/rank.py":"e1b081552812a4132a20a2c062cf3d5c119e45292c5ef55bf25372adb21cf240", +} +HEAD="aaeec8c0acf01e99a5f331ef363a698d9c084ace" + + +def validate(root): + data={} + for name,sha in PINS.items(): + raw=(root/name).read_bytes() + if sha256(raw).hexdigest()!=sha: + raise ValueError(f"changed dependency: {name}") + data[name]=raw + return data + + +def solve(M,h,L,q,ratio,combine,legal): + dims=M.keys()-{h} + beta=ratio({r:M[h][r] for r in dims},{r:M[q][r] for r in dims}) + if beta is None: + return dict(status="high readout exterior rank obstruction") + alpha=M[h][h]-beta*M[q][h] + if not alpha: + return dict(status="only zero retained multiplier") + assert all(M[h][i]==alpha*int(i==h)+beta*M[q][i] for i in M) + ext=M.keys()-{h,q} + weights,residue=combine({l:{i:M[i][l] for i in ext} for l in L}, + {i:-M[i][h] for i in ext}) + if weights is None: + return dict(status="full low exterior rank obstruction",residue={i:str(x) for i,x in residue.items()}) + v={i:M[i][h]+sum(a*M[i][l] for l,a in weights.items()) for i in M} + assert all(not v[i] for i in ext) + if len(weights)<2: + return dict(status="single low witness requires predecessor reconciliation") + if len(weights)+bool(v[q])+bool(beta)+(alpha!=1)>6 or not all(legal(x) for x in (alpha,1/alpha,beta,v[q],*weights.values())): + return dict(status="coefficient or ordinary budget unresolved") + return dict(status="survives",alpha=str(alpha),beta=str(beta),high_correction=str(v[q]), + discarded_aux=str(v[h]),low_weights={i:str(x) for i,x in weights.items()}) + + +def main(): + root=Path(sys.argv[1]) + data=validate(root) + get=lambda name:json.loads(data[name]) + stock=get("frontier/BANKS.json") + admit=get("inputs/ADMITTED.json") + price=get("inputs/RANK-STOCK.json") + assert stock["head"]==admit["head"]==price["head"]==HEAD and admit["exit"]==0 + local=run_path(str(root/"lead/local.py")) + algebra=run_path(str(root/"lead/rank.py")) + ratio,combine,legal=local["ratio"],algebra["combination"],local["legal"] + toy={r:{i:Q(int(i==r or (i==0 and r!=0))) for i in range(4)} for r in range(4)} + test=solve(toy,0,[1,2],3,ratio,combine,legal) + assert test["status"]=="survives" and test["low_weights"]=={1:"-1",2:"-1"} + assert solve(toy,0,[1],3,ratio,combine,legal)["status"]=="full low exterior rank obstruction" + if sys.argv[2:]==["--controls-only"]: + print("PASS exact two-peer and missing-axis controls") + return + deadline=monotonic()+13 + geometries=[get("inputs/R68.json"),get("inputs/R69.json")] + sites={r["key"]:r for d in geometries for r in d["survivors"]} + inherited={tuple(r["key"]):r["status"] for r in get("inputs/R70.json")["outcomes"]} + w=json.loads(decompress(data["inputs/WORD.json.gz"])) + answered=[] + for i,row in enumerate(stock["rows"]): + if monotonic()>=deadline or i==8: + break + g=sites[row["key"]] + h,q=row["h"],row["high"][0] + assert g["h"]==h and g["low"]==row["low"] and g["high"]==[q] and g["clock"]==row["cut"] + margin=price["rank_prices"][row["rank_type"]]["complete_margin"] + assert Q(margin[0])>0 + if row["prior_readout_excluded"]: + assert any(inherited.get((h,*g["move_clocks"],g["clock"],l,q))=="dirty return readout failed" + for l in row["low"]) + status=dict(status="high readout exterior rank obstruction",route="retained exact R70 obstruction") + else: + matrix=local["local_operator"](w["program"],g) + status=solve(matrix,h,row["low"],q,ratio,combine,legal)|dict(route="fresh exact support") + answered.append(row|status|dict(complete_margin=margin)) + print(json.dumps(dict(head=HEAD,pins=PINS,case_cap=8,seconds=13,decisions=answered, + counts=dict(Counter(r["status"] for r in answered)),unvisited=stock["rows"][len(answered):], + survivors=[r for r in answered if r["status"]=="survives"], + controls=["exact two-peer control","missing-axis negative"]), + sort_keys=True,indent=2)) + + +if __name__=="__main__": + main() diff --git a/research/p104-multiple-low-fusion-bound/engines/rank.py b/research/p104-multiple-low-fusion-bound/engines/rank.py new file mode 100644 index 0000000000..97e5cba454 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/engines/rank.py @@ -0,0 +1,96 @@ +"""Exact full high-bank readout, conditioned on an existing exterior solution.""" +from fractions import Fraction as Q +from collections import Counter +from hashlib import sha256 +from pathlib import Path +import gzip +import json +import runpy +import sys +from time import monotonic + +STOCK="34738b6d9031b3170a58f0cb590d81c01ea2c1038810008483d1c24dc7574150" + + +def combination(rows,target): + basis = {} + def eliminate(vector, terms): + for k,(row, weights) in sorted(basis.items()): + q=vector.get(k,0) + if not q: + continue + for j,v in row.items(): + x=vector.get(j,0)-q*v + if x: vector[j]=x + else: vector.pop(j,None) + for j,v in weights.items(): + x=terms.get(j,0)-q*v + if x: terms[j]=x + else: terms.pop(j,None) + return vector,terms + for label,row in rows.items(): + vector,terms=eliminate({i:x for i,x in row.items() if x},{label:Q(1)}) + if vector: + k=min(vector);pivot=vector[k] + basis[k]=({i:x/pivot for i,x in vector.items()},{i:x/pivot for i,x in terms.items()}) + residual,term=eliminate({i:x for i,x in target.items() if x},{}) + return (None, residual) if residual else ({i:-x for i,x in term.items()},{}) + + +def main(): + price, g1, g2, prior, word = map(Path,sys.argv[1:]) + previous=runpy.run_path(str(Path(__file__).with_name("relaxed.py"))) + checked=previous["checked"] + assert json.loads(checked(price,previous["PRICE"]))["head"]==previous["HEAD"] + p=json.loads(checked(prior,STOCK)) + geometry=[json.loads(checked(path,h)) for path,h in zip((g1,g2),p["geometry_sha256"],strict=True)] + sites={(s["h"],*s["move_clocks"],s["clock"]):s for x in geometry for s in x["survivors"]} + keys=sorted({tuple(i["key"][:-1]) for i in p["outcomes"] if i["status"]=="dirty return readout failed" + and len(sites[tuple(i["key"][:4])]["high"])>1}) + assert len(keys)<=46 and keys + w=json.loads(gzip.decompress(checked(word,previous["WORD"]))) + assert combination({1:{0:Q(1),1:Q(1)},2:{0:Q(1),1:Q(-1)}},{0:Q(2)})[0]=={1:Q(1),2:Q(1)} + assert combination({1:{0:Q(1)}},{1:Q(1)})[0] is None + deadlines=monotonic()+18 + outcomes=[] + candidates=[] + for key in keys: + if monotonic()>=deadlines: + break + site=sites[key[:4]] + h,peer=key[0],key[-1] + high=site["high"] + M=previous["local_operator"](w["program"],site) + exterior=M.keys()-(set(high)|{h}) + lam=previous["ratio"]({i:-M[i][h] for i in exterior},{i:M[i][peer] for i in exterior}) + assert lam is not None + raw={i:x for i in high if (x:=M[i][h]+lam*M[i][peer])} + restricted={q:{i:x for i,x in M[q].items() if i!=h} for q in high} + beta,remainder=combination(restricted,{i:x for i,x in M[h].items() if i!=h}) + if beta is None: + outcomes.append(dict(key=key,status="exterior readout rank obstruction",residual={i:str(x) for i,x in remainder.items()})) + continue + alpha=M[h][h]-sum(x*M[q][h] for q,x in beta.items()) + if not alpha: + rhs=M[h]|{h:M[h][h]-1} + beta,remainder=combination({q:M[q] for q in high},rhs) + if beta is None: + outcomes.append(dict(key=key,status="all readouts have zero retained multiplier")) + continue + alpha=Q(1) + assert all(M[h][i]==alpha*int(i==h)+sum(x*M[q][i] for q,x in beta.items()) for i in M) + coeff=[alpha,1/alpha,lam,*beta.values(),*raw.values()] + if len(beta)+len(raw)+bool(lam)+(alpha!=1)>6 or not all(previous["legal"](q) for q in coeff): + outcomes.append(dict(key=key,status="coefficient or ordinary-count gate unresolved")) + continue + outcomes.append(dict(key=key,status="survives")) + candidates.append(site|dict(low_peer=peer,lam=str(lam),alpha=str(alpha), + beta={q:str(x) for q,x in beta.items()},image={q:str(x) for q,x in raw.items()})) + print(json.dumps(dict(head=previous["HEAD"],word_sha256=previous["WORD"],prior_sha256=STOCK, + price_sha256=previous["PRICE"],outcomes=outcomes,survivors=candidates, + counts=dict(Counter(r["status"] for r in outcomes)),unvisited=keys[len(outcomes):], + controls=["full-rank combination","missing coordinate rejected"]),indent=2,sort_keys=True)) + + +if __name__=="__main__": + main() diff --git a/research/p104-multiple-low-fusion-bound/inputs/ADMITTED.json b/research/p104-multiple-low-fusion-bound/inputs/ADMITTED.json new file mode 100644 index 0000000000..464c89e45c --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/inputs/ADMITTED.json @@ -0,0 +1,58 @@ +{ + "assumptions": [ + "native_all_columns", + "owned_erasure", + "compiler", + "precision_tape", + "analytic_recovery" + ], + "base": "e54523517d0f03e58352e647c403a5af3e525a57", + "caller": "07a76c5e2738882c0cb322278e56f6cae3c9885d", + "caller_sha256": "255d89f38cd45e38e5770f559bc43dc217e989032359768cdc7e8cdfd64b47bc", + "crossing": [ + "0.00364665195644044790699554028334161", + "0.00364665195644044790699554028334162" + ], + "end": "2026-11-11T23:04:43Z", + "exit": 0, + "head": "aaeec8c0acf01e99a5f331ef363a698d9c084ace", + "hosted_at_admission": "plan and historical success; candidate replay in progress", + "inputs": { + "EARLY-RESULT.json": "ad1ca9b2e2febbf80d9bf8b6ceef14ff90fcc29ef9358310e551628eb1706649", + "INPUTS.json": "abedac59097a1c35c27d91cbdb07207bc562a64743bc406d13c94a8bc970592d", + "NATIVE-RESULT.json": "c6d1b00a83185ab0062397b363258b1f3f6685d755e9c1d4f7d3e7e511240812", + "PROPOSED-CLAIM.json": "6e31241944c123d2bd4aa8bc94d833b44b3d889bd6d9aafc579108f416b45f03", + "RESULT.json": "7f2d587c59f063b01f1e8b320084a7f0943f2f05d65e3e0f5e80448c6c8e8194", + "SOURCES.json": "ac7b4473035af648d6073e78b6c39675e706e8194b346bb55ed62a0adc81d593", + "VERIFY.json": "ede7dd2dd3733b9a73f72af9dd7edfe819b49b859c5c76e227ec82cb9c220513", + "WORD.json.gz": "4b9fd1187b34ed97c3ac0c760d73531735a5d0ebc5b4d4ab4377160b20d9bb2a" + }, + "kappa": "0.00364665195644", + "ours": "0", + "peer_gain": "0.000000430519994", + "prior_kappa": "0.003646221436446", + "receipt": { + "peer-prep/IDENTITIES.json": "f4d3f6ca2d87f8cd68c01ac9f77b69bd5a796f92bd567cea8afe3ac7c72e8e4b", + "peer-prep/STATIC.json": "500cc563b7dac8b1de1faf1dee9b820e73152dfddc15a650cd1191edd39e8c79", + "peer-price/RANK-STOCK.json": "4a7841699dd17688f6aada5c902a2a91e94558b2b1b4460c46b0e55aa95b3f9f", + "peer-price/READBACK.json": "337668788fb39ec9575887f9c5faf438a880471f78d936357dabf7deeac5de82", + "peer/COMMAND.txt": "714bfab024155d8216f3ef99f3ee7627ddc35ab341c486ac6bd53c476b757130", + "peer/COMMIT.stdout": "597470d8132a3812deb3624a859546c0c13d52b094fd6fc61e7416941130bd70", + "peer/END-UTC.txt": "9c46923c616c14da5b8ed503e1652021d7bd409a10ec91a78a03263013fba08a", + "peer/METADATA.stdout": "5873404cb4424dca918a00d503569f3c29a3190fd029a007e1afb2006399f647", + "peer/RUN.exit": "9a271f2a916b0b6ee6cecb2426f0b3206ef074578be55d9bc94f6f3fe3ab86aa", + "peer/RUN.stderr": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", + "peer/RUN.stdout": "d589626c7581fbb9928bc615364cfee49deb62dfc0a39a903417ca62be89cf8c", + "peer/START-UTC.txt": "5b78fd6d42a2b42206891318c08e6014de57d7ca46b0201cd11a166f452210f7" + }, + "source_history": "exact anchored base and recursive package provenance, sparse shallow stock wrapper not executed", + "stages": { + "caller": "PASS_HELPER_319_FUSED_CALLER 91166298911/25000000000000", + "early": "PASS_HELPER_319_EXACT_NATIVE_AND_SIGNED_PRICE 0.00364665195644", + "frontier": "PASS_HELPER_319_FUSED_FRONTIER_PROPOSAL 91166298911/25000000000000", + "native": "PASS_HELPER_319_FUSED_NATIVE 3646017316711/1000000000000000" + }, + "start": "2026-11-11T22:54:48Z", + "status": "independently_reproduced_comparable", + "tree": "fa98712a459b20c10240450097c87de433f8a750" +} diff --git a/research/p104-multiple-low-fusion-bound/inputs/PR7338-SHA256.json b/research/p104-multiple-low-fusion-bound/inputs/PR7338-SHA256.json new file mode 100644 index 0000000000..8a4d2a0cf3 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/inputs/PR7338-SHA256.json @@ -0,0 +1,19 @@ +{ + "BANK-INDEPENDENT.json": "16563e927ec1c1ec783f92862fe4b8027e8daab35ba80b1607e10c26c3bc28ee", + "BANK.json": "ac659b807f526dfb79f9bb173c3861bc743f112a7f40bc42a8b5dc57f48a058d", + "GEOMETRY-68.json": "ce9604444161b3532d02eb788cb3a24fbbdaf4c1354d596ac08a2c9edeb72c76", + "GEOMETRY-69.json": "a2dd10737f5bfbd3818e6766df3890e445fd46f661af9521f5d724b7c56c1d45", + "GEOMETRY-CONTROL.json": "df4175b6cee565ba0792a3207dee5ebd1c31868a441a276de68bf75536a089d6", + "RANK-STOCK.json": "4a7841699dd17688f6aada5c902a2a91e94558b2b1b4460c46b0e55aa95b3f9f", + "READBACK.json": "337668788fb39ec9575887f9c5faf438a880471f78d936357dabf7deeac5de82", + "RELAXED-COMPARE.json": "23b9a5c0e5507db1bdc2cd39fc7422216bf68b0dd0dbc1e78d315ae25dfe4926", + "RELAXED-INDEPENDENT.json": "dc227ae7aca5f470f148db76a32304ed21c6d4143af3a1d0e7cfd6947856edfb", + "RELAXED.json": "34738b6d9031b3170a58f0cb590d81c01ea2c1038810008483d1c24dc7574150", + "RETIME-KNOWN.json": "08402221016a0a7ed0b2716b3ab1c8de4afcf54158c381ca441320b71b8abac4", + "RETIME-SYNTHETIC.json": "fe9e20a455b87fc43843b221ac061652d2fd2af2c11de2e7b3c9323cc0e883fe", + "STRICT-68.json": "471d5c8f1cb87e1c054b6ea376f4f083f9bac76eabc5823811484f0ed30357b3", + "STRICT-69.json": "bd4c2284ec073e8c3e565350e868595d09098f7ab8347eef440343964f6dbac5", + "STRICT-COMPARE-69.json": "f6538af89286b5e3805f6ed4494e2df095ce62d114c814ae7cdfe820a655a08c", + "STRICT-INDEPENDENT-68.json": "3d9ec5a87d71bc1f669ea8d02591b3fa2d4db282bfc47d3af72335cd57e42587", + "STRICT-INDEPENDENT-69.json": "1eddd0476a4caff1ef6423458f88471f1ce07adcd119171714c9261f8d9d7387" +} diff --git a/research/p104-multiple-low-fusion-bound/inputs/R68.json.gz b/research/p104-multiple-low-fusion-bound/inputs/R68.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..18f853ff2bee786ca97ade083e60dd720cc90439 GIT binary patch literal 30599 zcmW(+bwHF)6BZFrT2iIEB&6#AX{1{~x*I|2jz+o<1U$OC5u{6`yBh?Kh64_czVCkD z{dM=gdpol;^UUr(J4+Mu^4Wi%=g8R(;~J)>ubem8rsn%|n13vEllmV8(|;oFslU9e z(i0=IP!3_dS0h|SO8g@8R$kM)TZ|9MXrTOleUN%>;F$b=-uv-h@)0VO({X#KZi zq8~(fvuAm+5O{qh6nLP1)0E_Y>uTzUgk}Uj{u>CqKV6&ne$qTI`Pty<^pR%tDRfa1 zd3>{UT#{1|DDgCt5EZzAP?xk^2z*KtdfM7kPo{aC@fN%tNd~1o4jTOQcQXw}%`n6^DqUv5cDa zofST4#w`?H7d?9C9$;@OUwJO*X2-YDE^=Fhe0q4wt~z^q*rn+TxbM&Dd>m<`aSJcr zSi556<9 z(|5gl;g39_QQFH1d}?bB^tpUY@W&2(=o{#o+ndNS^a^2%gw1vbV`;UI}*&Oh_V%?)SAv{ht19+%0(j7R$Nny6GnWMXhOjIuUSp-`Nv* zFH?J-YIo*G*d2W2Y-Z$n|M)<0>a`C++b}@{uB^WkDej_H>WDL2OC} zNZf=6)M4FBM4k6cATRs69vDLr?=Q9!uxrW*B#%pwk0{rp-2k4{U^Gki8T2Cqi8ZGq=G(Cu>h@ zfvkB?2k07IezM153V&<^ZaDm^KS(}&4ZHz>DnOUpG>_Xf+uJm#FAD>brwM_T34sqc zh~=9bh5MU<1kI&^()UOX>P`X)4=C2=HC$Z+bn|rKDgmN-)PATtmh`)(KMb>VjenSJ zSU~wqLgxIvYu;#FKkY*3-cXnxPDI?({JA}!x;ffDx8L8paTIlRtg z-P$#G6{w|ZXMfv6u|pHRej^o>wN3Ms*mbYi8VJ*VfcHy~Mg{_(o+h3i#t>%#H`fV) zzF2!Pp!rL6HdtIu+n&)DV*AB%>L`M<=+Lcf!nR9ETt)+OP zj&X`|IhE=nmAqW1icXxW&0kZoB~>Sw=GZS&Dt|)8Z+-VO6>|SfTeCfTV6co_$0#Xo zWixCpmUT}@a{NrqfQW)+#wf({YFrGkUmyp!^0S?P?-n32?;M;_!jX}HPv6MNRI)$a z!2hPAjPfYTttl{J&qi74foqJ7*U2<33<+nk$a3aqS7y4zGgzPM&cE@GM_uV(s{yX5)Wg~oGVAo;NnsVT%x1zW|?#GZ^N`(oZS8pcNJ z5in%3XW@rdmo1@zlJ=A|hmcP0HTMf1P}1!YCKvajeujEaove@iz;0$9`pMp2b80^b^ebVs!-_)k^h6OA;L>oG1s6I1qqat>u zN5g)$p=T5YY!bRis{c(r7OJCCFR&gd@|{g3Trs>jUZ;{n1zUFtD&2o5ZC74p6RDMZ zA4c^i+~a#jdDuF zZKK?SKmnkYNe+RACTE@6kz|GmkKe2j{iou4NnZSpZy+*t6WaU{@AADNapvUwMb410 zH#URZjiDCcCR*ua^buWj40w7i?Qk%L%l_3YWh!gL*z6t#J`*rCy;zHr z>h;dOM!qdu){qj0v1Rn|yj7L?2WT$4(UR5TCdc||{(Y^>=HwgK$ytHpx7P+ci4e-@ zez1Ru(cX;8y%WCB;xqp;Sjq^G!lrP5ei-w49Z5`OCNrJII$0iwrVw3EI?C zk;$ZLwWxJ0%ksIIXbpg}Qz(ANoHSqjBIW*qFuVn&-ICy>s8bdrEt%B=6`dk;eDyU-y{bhwj$jZ2R)@I2UYc&B&HA&J2huF zf&h=Wzb%Mbsl>|gv#k&6$b=8>7*BR;S{Yv@n$JzmHTpO_SkokYOZHs1=R9ETl&Q>E zQho&5 z`R`hf{e{mEZy>XweQxn9%5Y{ZegqZH5u~1SlQ`&1V!R|Hq|*gI{F`S1nBsFXa7QPRPT{rr2DKx*xgrcuHi*O zGX*d8YE!Y3HKOk8Vw4lEYD-H0+md5XQ56pw!SZ3u$Eps8^@F(hhrSphuU4LjZjGMR zoYA(x6Uy{5^NcB4)qC@Tz(y+g0*qwt_VE2In-)kw(};vJGP|M}?;GX?J61y+fd33` z{$sa$G4)-(*XqYz8IcCTcCDZ2{9P9X2YX`sb6S0|KUwk-X#Q#rE~nw8H5cx7a7ul) zR)Rek$rVSPz`M#&VZ*n1U&sVL=Ox zgiK#QOT<~#Umf%o>#OzVf>z}HzU~r^kx8L5m#R7ewG@8H^5!^cibh3$=3qwa;Xi5S z(p8$2ME}@UTne=kdi*oR#i%^%Y){p7&9BMs8C!Y-1|`Nu(bEgfli37`Uf;n<#uvtdmi!{)#xD}BCl_f9a!zTk zTHnt0-KT{_v@oK7o2|vDur*}OrguGVz}7rCP)J5&Xo0Ch?!i{IiF@1W5T7sSs$ToV zW3)rLByUw#L!-q1JPCk7LF*|a_|{Wev(;2tY#C?|~*Vw7-7*jMghIF!aZt zbv$Mme&(OH6tQX=z0qlb85YH2{^rImA2+&>eM;NIxnD@6S`EvHZz3Ix`y4`5%y3hh zVpYqgu+sa}Xxf&1P|lU@d$uPT^U$+%Xi}w>s$2(abxn*e@BMpY%t-z-?4b;&-&hm~ zv#g@hB@CeZ&%6??4cj5mv%u|4PVE_SCR2VDZ%WcpESw>PnY$mqpBI$Qmmrg2i)!ZP zFohBQP|miY_tOQ5i0yE<_eog`*2gn3h2^xuvpZf^tL+ni#*NT^36B2iVHqtU&TD_s zWPk*t>%~WRo^oFx0VANR=WaaIaKeVxH+k!W98UW@d$|4SM;NtPy_Vu%x91Y39*jdP zOW;md@**mdb1t!I{`;uyd(ZnY3s=?PEdsi&NNf$mQq4|+EAPFjVGBPv&#k}1P zKKv+$nLhP-?~T5a!3*ULLC={gwwOgtPljwK5WX=cF{w!>tAZ4abTW)RFco@4qB{p83LFo>5~CWe0APF1C8X<{k+UbZ`Bpd^iuo8+l?F5 zGj3x8!8O}@apr-fHpX<6xGQL4Mwgc&RK2XaWv*fI`WBivIA?(qYG z==xH^SCuc}lOjc|G5E_;r+i6o^M7`zqh9K2Hi+4Z`>BNnlo$}(p`R2_$X{G6g2#vy zgEuu7_L-G>gf)7EQ&qJ9{_4SBDTzC9-bibxCHuN+qgG@7KkC!)nld3fXBEbVO57%{%N+hfCM z?QPbtu<%WG{B}&hAKe@JOATvRIts5gNbs#SdFf2F6nNpjl*d2_go*_6{M&43VOHHq zsTQrzw-y=*_Fo$#+Qo5>_`)rF3~LG~3#;9!^w(wd71r6wRg9hFGiiATd%Y(?j1+9H z`0CGKxd*`{B{8AmA@woEJrH(n)^dUsAo?O~j|hG?+AlHDH>-TIY@4EI$zO`toK8db zjf3J1DZ5N$AR&F6@0aR^GKq!~&C-hww6A2D+qU}LWNck4D zewb9GWd0Qbcb=*A&C0XMso%Ui`f*aPS>SaUDa=W845!1O(8>7qvSwJ6;hM7Hdd~$( z7-p(xl4~2tv4U386zG6{+8ktrXT!1Ur`X>G~L&9 zwq$RmH<}e}BzbzxzOij~ci~*Qj!%kD1%_`dsy75m4Al64V*x4-^sfBaOE$JYZa$jh zT|6F{*qITKf5|JXsCQH&N!>D_V`b*efBrL5zl$UxiSGEjaqe?Kpg>rvO%+o!yNQp* zJ6O~V80(YA?;kZY5AAaYyq6-^d$&ht^>sh^Gg{kusDYg(&&Rh`5$~%Kt=;y`{DzjE zAa7}nX3S@35IR=1pHCw+*aEo?FLg}EsXYrQl^_Cq~-f7 zpoG`ywz!8Y^^}y9JP~E9GAS}4=&|Ac@%s`xn+6vO)s1Y!c~`hAiekn&*#(!wB4+q; z&M%a_)E0Jvvd^o&ZA;t`br8&nB_^&9zdSY#q!-GZi*D7#%4_sFE)p66{JTW%%Rm~k(>}GS`&w3`rKbu5JNLzQ zf(*LkyfW_Fyf5sTrIifB!S_M!Pk?#w4xwERRXn`?N-KQp2Rqg43E3GC&#(nwGsfEN@qSRgLCZbAog_ctjUs(Cq&l_f7D%tXIfiadgOB!p0 z13rcS?)E6juG^qFAonK9UCO$OA$9lsfK0k3OJ;>&s6PBaLQaIzO_8yFe0sKnd^!~x zoG_YZM`?G3bE3j}9q=!nH9{4i6@O7dhbzz9!R308Pjd}a=X*$)!S#r%*#&EKTRcQB24n#Uv(@sgtRut9KPF6S)imf;^g=L5!39enqsmBM2`)1?rizv-KCC%EL(PL#fA^WcJ>3(b0>8Rh9?yq!!-3ez zb^;LX7IkP?U9|h>RjgPZ;c|&!yp~4%Pb8N!e2gYS5xwGbS%U}@5m}MNok-iAwf z+nZT`YxWx&L8GFWV+DAT@v9=ej?!in zs~DwKE--V_(r3*cSAlu{M&t%=`yY~miCD&XJekFg-H2Ed+#X?<|NLX$C%q!lU>yw2gOgn$(Z+0;-bJLHL ze?MMVS@%z`he7ah=OBYh2yDvTx7_5|$)wptdfl zkeZf-!%{ti1IgPAC_Y#?zf-bd^UqLR{vi_t?(p{j-cl+ybowF!gL&FyM0P}bblz{Y z!PWNt9C-%QYxGpFVm~eI%69Gl#DeN zXqy@W(YU(o9mM-iR&?xH(9Z-p&5FILysx?k4C@&Qukp%*nU+^08DG*|ehV*+l$*gy zK_erPS`rJ+l;nnMXa1;X%#{1Ke+v9^rRFqSMgo-T9@b_;qX0>f(&Rai|Z zH8#hqI@C4Wdz6Vz*oY|7UQS2=><;IWU!J~LkNRBnDc`fiKR-cxREM-K-MWi_c<+4# zdz1_jOzcNlC$S>wu(J-jbpr9|%<6uHoq0KZYShph+*JpKvhsf~>lsas^>RP)zc>!v z{b^SYaK_aoO3qrM%bHJIiwX-tAFZh)QT^sh1nZ~w$Cq1B`0+xSUvqsiA*=M8d*~NP zD0c4gS6)HDyZ0#UA5xnXD>j7j1EzES%h<0l)iP=aIrXk zT_R$(B1&n|lJ~Dt9rDWzk~My)B_~kjmv{_*V(IFKq@VMry?^!DtMovjsKBnA(2%o< zJ-!Khrn&U;{k1O-z&fQo3=jKz!n}J|CzE@{AIsCZd>~ZB7bdw7IUn!+bFZv8?SOB< zq%*-^B2WNBGQj}D^mvfmsnuuf#Y?JCUz5Rb|Be@iOO9&-i^(Tp4mJ0nzM%4U(^>;rGkkC>T7qDzH*2%L!?N1Gt80E%q}%}*tRL2G>o3%)15e zKLG%ryw+nNUW14=2aaftTiKfX}xftQJ_}714Q&5?h9J8 zF`0tzTEBmfU=Ed4%Bku#sAn4vTKr0&a>2|UUt#Pt<;|!*72@BbnYYzRa$==$3Ny<$ z?{dr=ezqv`O#NIHKUO?@m*VVWIwSfWdv|VvmJ;vp0$QPoX)Wt##|gqRyx)n5mzLY^ z1Tzhcz-aV!TQ6A#Qrm|HtA$HdT``$ku&Oe~|G8DJg6kGvewtayHoc^-eO}DN+oqnB zua^`*oB3qcZU^o>!sxm;prm&IpNHa6NG{d8^kXYw+M#zPR(Q!Go}~sjk~;bGk^I7r zW$3eu#uGD`*4G@2-T3>9(ZlEvaE;Y#7hO`i@vMEw>HSfj9S!A9)2tNO*fk=b-}%SO zIu)2OcU)^=Kkj6CiEv2MTh{FS0CbnG^L`wvdJ@5z%`{b2Y^YOcaPIH^*}|aT5<8ls zx-#JB(wY@6Q(Xrrg4Qcx4NT$(jv_9v636USD?82b@K6SV{b zlYon#r_8Xefr1kpbH#8E*>x6*(w{8H4}b(s*o)iV`+jUTd}8uQKJWH=c~D z1mSrEHooR&e+?m6QGI@b%(7#ivfgN%iB8-0E4G9G9Tz|%iZwV3*^k9Y9UM=k=^S^U z@!w;#Sbz6E&l-DBT*e8n3>f_(CFwt;qL{HQYQCuuy$B&8q!8J^T&O6lKjBB>=owY4 zf@?fz5reS;i_8Xf^CXki9^}}a#a5z)7|gRj>F#o77@4#(kG>n|G^r*(k0`#+kB3*N zW_$i?ByAhWeq*^5iCDI^4TMuJX|?4{Giyvq-mmUmK3v`IRuyB$VvIaA%3kTm<_sn& z`;eTgd*NrlVLWmH;}YgVGTt5f_7ps}z9kg9rZool{Gt9Mb<{@A?9=Y@9|nXWxIEkT zVrQ3ZC`hb>YE53&bl70_gPu_zg=PEKWT4d*TsLYZeWbW+z`scF`$J+ab=;8+ZXbHx zfklCq^c1F@f>tLZ3*2g- zD>RmUY)8qAf(?j3Yo_<3WaPidy<70asVComZ3LJ$cK&3v!}7T=gm0Cbhs))Q&nV0L6zkRvD?FcBAotH(;T+a}7=Gz7#4bWwx2QhX7J(yhgBW zYQ7!ITTv_L6W=A(0pnk84 ziB&(Cj1ZAU*~=;ks#@KH*aV(Rqx$WeCQuSY!hv?jfYpfyf(JgG> zH!!|+qd&@vW45OeX10fDLy8NF65^vIu$;y^2f?_wo!Aj3vu6-1XdB%g;y?fl*ZsXF zE+%W~ji-b;c-v3H`=>vF72VJOS08;J5FS+PC%e-BuF6G7L~RKNW^A?WUC8C z%&34=C<+P6pd$On^1YI>BoBqRg&Km=^1mdkN5lrr0Ok*8X%G4->ZO9wYCQ-Ti`Y0= ziDm>XVi{1n{d8rwFWBw1GSKsg`}Lpewujh;f=E3>my@hyDN(jPw;BVvCF*~u!;(ow ztK-|y0r$L1lv^;QE=RrmA&UwiPhp!;Au6zlN$2wt)>E}ol-&79$835B(%MgEeSpzHX{AHjw#2o;8A|1=rzp0_jt@mo)FKx=q@PZ8mIGgYQZyEIf4H_^K3f4M&*H{4}U6Eo~xqq5B4sB&DN4X-nEW z4=1Mz%^H1|s0q$Cou$EzSg6xwG{Ee}w{I0te+_Lnjk1FHdf9ocVP52UIin(n3X-Ml zu#nC#2!*m4a-qyohecPWD^+uyR2udU^5JpBEYGqxar8VI%@ya~SY5Tok~U<%i=d`g zu^&O}WI>Qvb&1PpF>tC0rZPl7 zXHjk+axVPI7)p=sbNZ!T;wSEd-fWB2<456tLw?Des33V=8V49m6oq6(_n>e-H=2%j z?QhF1U^MfeXZC39*3o^avMyWZasLl-R0hJn`_scV-I$F2Sgk;ZSW~GN6ig)M9WQK_ zn~~ox?0d?pCE)*s4HbRI5PS+jm|Z?h9vvK(n2$o=t z{wcS&rVp{n#QgUGMK)%15KVH5#yj##F)m@Xnq?(6CMRuMN3nsbjFpG!zp=Y;5NB^Z zDav6EzIRt^dZ)nK%oLyWF)?^YRo-T>%(Kc`>FoYv&8{lmFGdj4i%WK}04*s56ojCC zJ0l6s-e~uy`Vb=)Zxu05S=kr7*WA3V$Sd`T-7tICN3yZg{&-BQ>Y+HUpj;5wg!M+H zpPX|qOJ*W~6nwrT`!Iw{>S+ThdFkFbM-Q^HR})pq&I!%j_{CU4P_nUz1r7Rc<%M6# zCuw=AfTKOMnu>eF?!_Mp(?rb$VGvknh7FY(<^}%()DVJOz3{p-n$tij1wQ}v-`+d$ zr5llFN4!akIh%pfcU&>a**aUr>+?^432;R+2ur}YiAOiF$I9}SOEDAp?o^;3jl7z> zr+kYML(6XmTmsXNRrE{+8c{CWF#$FI@wMhFpPBu*xJ1xIMJm2h0^|4r zCYi*-xFw~G_r|s#K!JUhnnf*GH`i%XYN?f_%73RY+jd$DyX*?EmNpxejwq^7%O@it z)uC}d5Kpx4r417U?b+M+r@{GWKnk&@)zdQtO>T=WczR}jp8b~7ohtfMzHbwAXut?& zabegmm%PCs?vHfaQ=jT>UxLo#qE>fJw9|X$s!2COds8|Da+mPN)X>eOj`zVF2D>Kd zUw?Zvb_6<&@Cr9mtfm}id5oL=Js!(22IJ&6ASL2a);L7nv;m7kHhE99bdHuPk&HcYb%KC4nFM`e%mb5NC1v|$h9M)G+ zr`XgLR-N&9jVt1pP5<0fqrL}Z*fM(-GPUC1h-$r?i~X+%B2ra#%6QQy3kQmvL@DJ% z)l^)3_z{#R=Xg@&OHPS(z(a5rDd9YkZ(Ysx39W&D>Q(Q38i6r3)`2#I+(}q>L3nml zM>LR!E6mFBo~;!pndrc9QX8e6C8?*PMZMJ7^Y#7D)u;iQbEoWkLXZ5IOSbV*N8#$1 zrk9@bS5S-N+e&r=>}ROo+Dqf-uy>`+rKOWaK~1Kd39^>X>Fp#qc`K90YERkEmy^|n zRH@iL>@^dXI*fR{)RxM4w~{X{AOxkK&S;eLFHh@rCJvM((ApA}(T@JXr4oFQ7cK?1?g**~RK%6-Hgni1%T;rJ!NyAU* zNA^WWthc}phfj>1FCUX)c_XO{FJVJ${#EXdhR$~6b$~@$U7gZwBf5zt`F!8v^{i` zrRT@G^{VS2>^-&53nb;lbmbWYd`-L)wXgHb2rt@=ssIIii#tvIo zhdjJSRX-MLEah3kfR(F1=4DIPj+2_HlZz@G$#aS*miCWV&{d0b;4rL@3>vXJyob8XM)A;jZc7(shLezr|HRvV@ksBt>w(;*LXtdE~f zYOMMn?iOJOj<|Fs)7PoCZl|qqb%Jn5EvcV86g>2c#Y%K<5M6Rg5bvJF%fOBD%jv@I zGaA)BKZkiS^&O~h*9ea_r(_WOQ&s%Pha6Fch(eUQwk#w%(h} zri(V^;0(9ZGSgc(;~*G24Wm>Bco|K$#P1))z6iIVlXo7IcvH2U)O!LhJm@iVv+8YF zLmJJ%toFr)p=|szjKt179QaXoWMN~rhtGGWXZ@B}Ke%%V`>1_`Z6rT;@Z}W{LyAq0 zufX;mFvk2C6|xUSG@2spuM?d_UML42gk>uyKmRwb(ZVoJR1`GbZs62iDl#y$yEtQveup0SnoZ8fw&flq z;*vS?eVHRtf^)&_W%x#mX@TS#!hwr-6XE;DX85=xj3qX~Ry=pE`z43lk*B>|ezr1j z)0qbXMjn;lOh!GEPUj@0b-(2D*dg*n-t-9+fR#KYw0|U_dz(vSMN*bn2IeBgtQei+ z>B1X1#bpd4cvC$yTW~O%y2Onr$i5Q?X1v&aw3)A3jvklfpR25e zT&U6GQOgM6^Omn#v^@3a83565JH<7rR^CmJ8R|DmZ09W0d_NX{BWx#|CC_D?b8i?2iY{=Nm~_4P$@8^U~}ZYtu$r3xlFfS(ZI}< zc`Ytp*wL9N`y|@K@WKVhKBURi$J+G6P29Cq({AC|0hZTWW~&;JV)~m`HE>9=m-$k& zyYOh`9Cy__;CwhAr$-#QAzr%{Jk#N9@U<(|7d0W7nfaExJO>JM_Iy|67u8LEWtS6< za$VCwU zUy13KMeE)KzFmn=i9mMd*0yFj$KxIg;06Gjt>7YwPy1}O;MuqV<{prUZ|cs5u25h; z1>~57zP!H`zRXs#mn$5)wQ7>K>YY#>n`#HKQdYO1PhJ1|M zm4$#8Q^W}LgE04tY{=u);d_pc@IPY<>;h9B)Dxco@KWH{cp+~k_@A|AL7CH4kMaFi zHn$~=z|FtjH7pW+>Wa3ZkpVklu>Swf%h>@6-e^ywHO`68qr;WG6hiM7IOAzS%`jg zbz-2JiKo2lw(7%m7j`G&3;B)Z@ks_B@NGMI6eQ;Ei%tHx6(hEjPmn!JGQN|Uo+ul* z`Rd!k%m)ME33-_gH21v#%Ti}#h>4|Lepj3`+`S+u`!}7(e5y=>K`*81nwSQ7f2yNE zzr{~w17`zJ+>rO9ffDFbusAh3ZUWw?5aN~Fxj3Vec{P=d&Z1ClF=QZ++&`bHP$LEQ zguy~fek`{roc;2}hhW6f?RDAi32)j|_Y=yhuO^DP{{Y(gF0c$>EfC2i^!#PHa^bXi z0FkpOmr&j@-gOIazeCx#ZDAQmL`2z8`$gh&4WZkZy;$H%BwrGU9%*p1Ge_ zpm4^iP zO*K?SK27$D0`CC#71V#%!!v1;Q6X^oMwRGMdX?RKKMRDLp{}B9z@^XhcF;|PqAnR1 zph}ls67=y>5j#bOpsne%OzrN)^m9A_fbioGcE=etFAIJJmdfcbY0nZd1>qyl*YQ%T z*h_`1=P3=222`;s>ye!L_k=M84Q2~}xkP*eD?+yhVyDGK(k1t?z$H^7_Sl1Q7heU! z7)mT%X0zN>w5eO($FTl&oH`lP52FWe%4hdZ$|RV0PUxPkdgv4t1gaH(xq5cj-crEl z8VerT!2td%&SvmFUFyJCdv0W!T;cq8-z9f1a;DB0G7brPyR=ulC=I zmRXO(q5Bo}o|bS{ppR$j5ME_u=y`IO-}&J51xW6QVzV%3uHesq3a19{kmiMI zb{T1(?Q}O8!mwOA44YNFJZzAeOlhi+D3|e3Hb7lGGf=kX4tvlZyLn=zNnu=MPCU59 z?(J!zq{8WH&6t|~(4C=XhC+Z6%$8)SVaW2}JX^G$VU7kEKNNCyN5{ z<3|LIcS|J86uJ-`)Usq@;8!*I^}S5>iqX8e4LN=G<={|eUyI9Vm_W-zrquvzgyiH^ zd1w^%ZyL=ycqeF((&+O@G2`9eHLsJYWRXO{$Oef}5&uMVX2`_nl@!q> z%*GifU9qQf-SyrsZI@~<{RX835*$g3|Rgw9+6 z2=^o!lv;~=?(3!fEd=|DYm_^pC$9l+mb{RIEYP@T!~I$YDr#-o_0$Gb4$~`VjRZ(g zcD{>zIZSzXmh|H-aH;S=HCHD=RjGW)Y_ZxBRP*rmh09*v@z^Dc*Gy@;3h-_`-mCEMa&f|6f0RKkRf0`iS+LwT1*m>i=dS4{m)xcf6*=0Raj8 z#dCi*7mq-MyC}0G4fEmE-KiR?iR#Y+#9Cid@9aUT3JUA3=VqphNk*vQ_Mvm#tZkUg z4r;#v8jwllWZraG3>}E<3qyAwPIrM9L;$zu(YNk%=rOm51@GaB#&V8x{X>BE-q3Qk==1P83WwEJwt`X{g`{p ztJ(}e8+OfHX&nY?^5_J${9K~A#8v;GT(a~3lz+Z9a!Vp;b7*b$Pbi>>`L1aU1ORUM zKNBif*P3Vo=9|g}?(6_WPt041M7}fM^-~E0o13U5>UTR5nDhlaP}6dy_E{C+;Z#VZ zkns-V$m@M_1MY_bj~&RD1Xkc_(9jU2ttXFIOL}(ug!BnIuW!VN?wHeP#(Knz;q=ZV zgW)2Kz$12N=kebtUT#h`Vm@DD+CdD&Kir`=${go8b(95iNQ+EgQR+xWH(i#Wb#C(H zLQUN?&IUu)ny%lN#-jG;(%nVqGam6+c;DU2>{_V>9+~uT-FQ%HaGOWiJzKfAEfiIZldV|hsAu}X|3;6BrRoi*1Lz#F^*1n{)_TaqXfGrJEBPO1 zVjlFv?&kJlWt?l^`r0z_FN@oCpb-$3HT-V6ms4j8t0d=Tuj{5nO-5lm$riEj z{A63J;@JCm4-+6BA4LEy#9}=CQ*^IF^jTA$_cgJ;cXwAf*j(x6*|?eBeosU(jr@>h z*~^^nI&71*FzuZEuOA$^rQ+zK!6nf8pg4`qUkQ<-~Y+MK_{Fgf~x>qQ78y` z!uWDkeJX#g)-xi=ai!A~GM?=3dH?d2gwdSs#t8Ymo92z3L9H=tN%Td$YZqMfmC4Ps zcv$9_3bzI{UVCE(m}5Nhj4;d7|LehHF`H?#}t|?v`R|zc(?l z)$p^=5EzAUd}4OsM!TCQ;)UN#vUu=t{SnvCHpVS<;d!Em>rj2~OW3~ueXMhx^`z1Q zai%wrftf6}Y_GVUG{JYW+cKN8wEp!|_^^!vcN!k-Rr}TW>kwO-0nAHR&=^tJM)94v zz>6;b(&1o2%^Dyq@8mdc|8$Dt-4rYowzQzHv6t6G>{MR4@M5jftehdOX`ze-@n56v zeYcM^EbL8Qb)v0WXRunUip20`STn2Nx7ZaXR$mvR(5MQdkgZp}++JVV`zt_O1^boZ zv=9CGcWzU~CTpowf**T>J~rOWg_^dv3g0VNUqZ&dGD%ccQ59j)WMg{8uT+Vn{OY)R z;ONo8KPxgBHk_ouwYb!}#X$O3Se*4riG&bE@4)R3?*gN85TyB2%A^7eAXUSpe4WCE@&W~|= zyR?(;mP8fKVVjG&K>7zCrCuzU-n*uwS89#<0vz~8>kt@P`_<#*NWL|>p)%j+_7x^n zNYTdt-8WADHhpek6-qxu{Y9aAx}oVoFP8VM%H+i5_YGI>PXC_1P?)S5?iF9ZYoPHa zr|&0j@huf}3f~2-FoH0Vs}#&G5j;u`mPI;fuQ$ISN5{|zp5&{Xx6Z&h;QufeME?I-B0Re+(Io&H(U)Wv-p08|V&Itae zUDxAeXxHsYgUz{JFP2-tJum{xxo{+cuR=lHT%Kc%kDQ|Hh$&Pg_M7rwPt}_KXpe6I z_RsX=-%x1+-^lxAZ%Ik80l=sR76n7gq_+8ZGbt<=h1SNFSrsnu;t|0*Y|=iklihijY-36-nG zX#Hj`H{nk&7-AHAJs2&ThiTtrFRE|aeal_=BerSXU_V&q4#;9jROZE3*hSTp!zVeQQQYsB*r~_0U`h6>Wa52%&ko@O z7#2!Jw=h3Kn;Urkz(_+49>x z?h5GsvvbsV%bsXeW`Yx$?_I=%^Fsmh76YqszpQsez{Ekpu_i6});T#ibJoY)Yl5Rh z3YO4e;-G&K%~rcI`NeLXN8i~T`xj`9`_Cs+Kv*1pn@3HN5}j`%?h%ee%7Xe9?y>ZD zt}rTbH3L+!FP6Orw^n*@3uvpAL~uP!6m`Llikh(!gt}@5(xCqd)=|j6x6Wfa=hdW&QcL$I0HXwlN(;ym5OIdJI)tNm zJB73X(f{c9EooiVt5?)Vv#Vim5)2$g=Bau~yx>6Dtjog5O`1zwO^kxMV*`rNbjLRS zusDHYp0IRr#e5Rx>dP&zNC*2VM>Mze|awX%|Z-0vPQhk-xUI(s;sH zD}VNqfNL5`x85eoanzmKx01XQPe^_r_EKdNFSdQ5sM{c&wES9ndPk)39f~jRC^Jjv z3d1DGJ4D?wG$)US9HI&_@UjWMlxhWOSSQ3K50hNHwpE)#Vfu}@V!8TCkz3fIMiJrT zeWoLuwq1qu1lwT`YbQ=S&M->QLcu3Gp4sP)D(2Wd63yjMWF7}@k-72}Z5B@UD_n@W z5w9$GHKyeo8(d*VPVzh3O|FMY!wZJEaF&{e7_Hyu7WcGYF(xp0h z)%nAj+*1(>{Js0PRrVlyaf<~kyP~<>2FCudK`B(m-5}k;X z@uett-^b;lD^~5zIKr{Sb`l58F=BusF$r^6x!vTomRq@RJ`@R2agssy+bg4DM@B)* zpWFv${?}SOZy1M;wRhf+leSYjmEbX_F}V#4QN|i0ty!3#R`+pHo$N-K9*nGY`R>Ei zrseCF>OA5YWoq@x7#{~|%%xBZheFjs3z9uc#XlU@s(ly;{Mb*H_ z5@#!!7bv;MFfAEN0qGVpdr1U0Z`jU*Re@($}sqFuJOjkFb(^~Lfbbjw87TAOXT z%faT7J(9igr5@RR0m*ts#rzm4X1`0ZEc@u9Mtz%k&9U*QE9^Qhi-Is?^^8(NE@?G) z$y6CyNcK}lt5kv=IW_a5RSL}_3!#%m8gK^PL9Km&S;Zj{9=Qqjhz3b9dlIY^V>QBl~-o!JFdo7KL2`GZ$6jCUuA>LURFKJ+8Ck3#EbW@KWzRz;A~loJdBOi8unMa zRUj=6k3!8XCG<}aS}E(5r`Qo z^+ms5=vnt48Dy&K98nqm@gO&!kvw+$>RXFxIp;=yR zKbAU_?gQ4a3{M-Q;u3TqP$6R#2+~(SzvNK96U zNPH2F=!~T_Nb)U**ZBd2J?~xzY|3++6cIa0s^z{!Xd~~Q9u60*?+88e(K)YylQLKz z-)cfNq)1Z#lpNje`BxA;?D-M6b*;8-I4yM;T>~DM)*0KrO(!TO&#b2bYiAxWiXQfr z)_T&-PL3{|_5MzJ*fC>z>{Uk@?Rk4d}FJ z{GvHw}VBK`toVAc6We#+G&<|v?~vlc7f(L z%UznXNalAB)e-HHCrYoscbEYi;gsKgSKs=>YnN&unn_O;IRbRA8?x%+sMmAu;RW1^ z*23Q>yOh8&@B|jsN;W}<{}rjNltr-B)LQY~sc}x%ZxufEpe*hDIqxBXEMVE;X$OjG z@r`MRKAPQwuP;mQ*Lj%HzFfM{z<1gj6!qhhbrvvq>|pZ*7s{B)S1i~ACAU=N=o1d< zNuL%v#0U}rtdy`6}4-vOsQi-8ZOkdEm%AC5w@tdt>?+gRZywP zftaKc-+BTZg{Jmha3U*NSBat}G)|=p$XHLuk#SqC>kqul`e?@8XloWaC-daEBs{*n zEbD3JlaB?N+fM*o-5t&~Tq*$Jco)Sd0}pFnc`OEn%OawXkBJ!N1>4CUggn)OiaK7E zL`vn$s|G}ccX)As0FGAU;V<)l__42$CACm+AC9E$-Jin?a+S{T!Xe$sE$qSd~AIC^Ud{dC;5-bx3_ z>g)A_BVxhZSzFBi=*oQoMzY-EKyIF@rue<95+y>JiJHv=H^}p}1L*K>9xwo&_0+f< zkF-W=CXNP=wXV7JqEU6^kuvRFL!+`u(&r_PJmkE1vb2EDfiDClRjaT-a5it@i+zYB zgMS$OKLx_QyFkIrp&XIlHKPnuir!*G(tu|id;~{n%4*;L3^D-qluJJ}f)Z`q?ZU|V zyd*_6hRJ*4j#YQYAh_+vs0P?fH?Vl3*#OYq-eE!{2jwV@KJ}oE1_2+kd6wkR7fI05 z&jDhrP{Mvye>+RF|1SbmcpQ;rXhQnHA2kQseaJ&(K=+EK5;%a%a9b-E0H`>$o8qZ` zK-BvC27yItV#9_~s{-e3JxS)D51I`?iWO6|;z}?AKIE%X$3i|26g5cBtnrME2CwUv z-dhS87ht>t#RQ@_mda_X7kR9^5*yTOd#CvBp;C0jD5v!FYwPIg^>69DqY_*a4wz!~^v>2E?vXU*_1}(9ua}{Dx!qVHXXBdyF#y zA&5Py2+#?(t6v@r+ZM7fI+D@g7mB@kg=}F1z)n+#HUi zS^SyZxCrz;06${NDmSa26*%kZi{ZL1JoGB`60#Ehl*EnzG-%k|;^?&cMl$&oN=>xW zQx1>)#y(D?J zy;16p2Z(28dd3otOv;%`Cx;u1JX##&3w?#gl^oi2i zkkbDnVe14FiPMpypPONi*jGAr%XFhG?k6|BCtw1fJ)7zn-yWjQeG@eWwjp&5*hFw5 zCAx1rs`&M-b*RuMeGr@9((Syl>wcSp2|Th^q^+%V2r3YMSB<%*4QWM%l0KC->FAhp z#$)qS_G&WLydafwYgfykaNmU3Cq$7EiuG+k5Q>-3@eRaJW=X1Y$N&>*<$4qWJM`+v z;=aJb>YTrOVg?7CmKbQcfXG2XUqrRi_KaTm)7@d+f3HeSKTqG<%ZV`*)j35j_^KoQ zZz4=dlW-7t@NGFoUbBzpqrz02W6LpuntZTQsOf+7iAayd-p#Mt#J)=j3Zt_QA7JgH z0fSsy9sAD^Y(g~`m4Mqkb#VEncjvs<(xwZiOWN|vE8g^y4-GLYqyG|sxTf><8@cyN z@wSe1_j`2Jg=A~#2549;bpe>up1N9*R&X;Q^JEv|xui%%ps~AcK-!`D={S6}Kll3v zqMuAKHhDCNZmjn+Oq77eI(Hw! zVT|U4KlcW)CzsHYYujIuKa4Fxr_bS(ODKy9sL(Eihu=*M7@hGGW}^iWKr||R0D#+{>-O4c34n&&NOBHMcY^M4@+(AgCVI`IFC^? zeJgG)ds3P5YzcQO^lyB7#RVHPp8<7EZP5bTUEDGp6flp8;`hb%GT!`V|L(+ZRJLAH zSm~+&Dy(rM9}6v^KVq*=W{#`}6f?8Gzi7Iw?fR8f>;o#Xc){2ox;dsm2Fenr+@K{! zyccVc@Oi%>7L?mg#{v27X}KheBpry76#Izx(-7!fNe$-^^=W<^fy+luqGT3|Kp<@3_M_S3sAVm=Z9YJa*(#Ln|T8@^7Y34r|hz=d= zS$}x!-OmMDw>TSZj}wkvw{+AjSy&&dC3A2g)9;Z?T_w}D58=slW0Z$q8))FKvpxNh zh4Z@CW}?0nlzMA#dc`t9T!4m%@@RBS_%EpMXrlDk6^9e>c~buPsQ) zf&6QX0a{Hj=V0^G=4E1IP}=7MZY>)hp$=a_ z3!@Mk`QcbP&%CM_5X}c!?7K-|)#xD~0Vrw0>_K?m#Qm^5%EP|zUZ!m{$QoUYFBu7> zIj?HlBH=Mm_(0IO*Ma}3bMKBRXM=lM;4NYyWYIt)UNu#j?zQx&uy()5HtC2q+8L*$ zxTj`;XYa&3=o}x9_T`1CtPwS*es+U8lj-xaa-o0T7IwysUdXHCR5PILMERd=k1Y-O z@#`1zKR6Da7{~|!A*a0k?+|F&f^eWQ;wpLIfG+WbpYJ#U7_!xk&xF!}^Z3MLoLzx|G%x}< znE*!9ta09%6d2S~6pXv4y!qMx%-@}YIpqnXRbX@Z0C0T5k9^oRMk0!_)X!G>6p|Et z{7?+jA*~0}-Yc4@U7yn8pedM$t1%~PY>eNVvkNGji zG#~O^QH>E1dkp?p{L0&6m_|}eN3`x&~xtRuBx0);9H{X@xl4JuM{scq;mXMuhvp}G?h~c z0QJG-$y}!p(BF=Raj}Bt>9yP3iMgO*oRZeh?#m6$<1T1sPXBcL1H0Zwv%WCS_mcDu zUH&xb^SI3tFz~5^zNwN(tZbam$}o+1-Z7$mvflBL87)E#cf$r4(-fIdUcPOyZMJSZ z{pJj(x$2z9e~0QRI?eN;v96!VqQgsyq&n8+V#8Tx^WkvhclP8Vk{3AyD}5lK^=V}X z+eLx<*8hl~Ei_MzmKT2QB*K15(XHC2^HV7ogyjqHK>tWsj5UpxB&KgP%*V9)ySI;qf zqUCD?gE7@apa~8Su(@<5Xf!#xQ5B@9CKfYp`wq9oFF#jb3VtEdN#qJnTPGDcN&7RO@uQR2gD(hd-zyC|nj5lXbAjZy=qKcjU_z3Z61I;<~J!|?c;es z0(<0oSh?^$sCqWVRZndZ;lzc#3z!$%{g@~){p0qXL?TFUGQtn&$_6kj+T{tFmjh(W zdYU=;VofKm4Sg2y^6>m1(VX#WRr?UmS$%{vD`xM_{xZNwJ-?ImfjX+KW#d>XQ10wm zc>fhdZ^;ed%4}g38G!$6sli0@lhof-9HbnP`=xkGt&|_O+dYpO^Y~3+fDYagod7{N z79>3G0Sr5q-Mo!tM80JGc$aOqi3N>3hD3GtIVT)95Ls1`Vj-iR!J)GTlHK>?*@wnO zakxyL1*#D<^IkCuP~7^!+bO()IZzC+#{EZpKf5T~pMvzi2@-c)7BCa&EWWwId`Ct? z)#U{a_mF)c3vh5rW`@%sx%I{{So9OprEjzO_$*Fkz#}&Q(;!nRDBrAY7(;XnQS|FK zOq`_?5I~#6NN(L+h-{@k`Mh;T5+BiKSqF-4HSI67r+p`LaokmxRO)(riF8P?>%S|` zoE{s35tV&uE932TrwoU`SZz```Zk$3OC-9g0zPQRcmCUPLto@_V)Mnc*{^YEQRSup zg%B@=(BzYtRvOpkM6UXFK&MJ7&-`52_P4~Q{K^D$t2sAQ`F)GIVE!C;Db;bQ2g;2_|nAdvq%>Rsvq#h8{T(*EoteuG6 z0DgV%T$TNEfo*wCYI2!)#SNDP(JYK;U*jydKsZv!2L=a>49T!KQpf^e< z>5=2$(rmrclE@6CEu5QvTUnS)drMYt+7e*mc(|9=$39jg{V9Xy5jD1wyG3obBS5iC z-m^@T<5izPHe!VgCre*K8Z=IAG&76cu4vqz2fJ(1zNTXxQ^aInSI`a$jnC}mkN`w+ zq6DJ&oN4fyVmYiAZXPIERcaji^sPDU}colGJpEKex&C_V+Az zr%G#yW0AlwbAS3-c02$AG3oQQJLmu#wB@|)3tS22qURoz^!uoqbLJK9!mFiGqUDx$ zKQ+$;mDuf}YFtG7N5F68=>7I%aRVGLq}gmp(>J%MXp!+cOc+@+oJY->{1IH|tk_~f zYECiNcmhN3wuku{-Qn(-n}ne-aE;(tZ)J_(ON#LZm9J(#J(KDEeKAEg-|KfV#S#2s6TGL52gwsC!2 zpLq`5nSt4J6D!8`%za6O@|uRtHAy!QT!w~c$F3CPueIzcsEgu#ohZWBoS>}+GZ(yh zvj&^B2Qt;|ln?eSlQ(sym?uZ7Q;;>ibiu3CO&L;8R(IgT%-dW1)Sc56E$|>C3403l z!acts?*yrJ&f`gxdwzv*c`I5f|G=oJk#~Y+S!tem40F?Y-a~b=Tjlt?bOt_;ug?NT^jne>2kb%D%FVGUq%>zP{R7 z0UYdII<1M@1sMxq7jzjJd9WfpBoy?AG6L}K|Ek*$`#YyANAS1V!sC!04th&u12j+{ z7D19t>4av@kcp_yDWuBbNr@59k?EYbJq4MeUuBmUjL_v}N~L#X#L!E63Ar-i_#RYM zG5ph0laRyFoW%Q^liPKhx|?b5Qp$Ga|GVnat^tj4d_OlFi_I}w+F&YYjQGqf-oyhf z=t=L#m_gSh{Sk^cQ}5C?@4r(h8S=iv@5s!G6#KM}cS0{D1N}vXVp|(;Dv_#n_N+(Oq*I3SzE$hDm1YV9qrszaq_d80&%Ad>X;T zvoAMmC38GV!12+HN1TghY0Th`1ln&!W8Xc4-}8~E=(sMM6!kGjvQ|0Q^#9V$?JY4) zI^2^@LLH{_j((u+4_r8u)@A138X$k<7Jkqt;L8s!+^Y<6@x z-PHX|`7M7(tVHTRL)a?GR^c;@eBx2yIg>;ys}qGe6qvIU?fP?_4|^Vth_K61L@5u<7{;<0jSwW~%Vy8#(=tgy{1&s82*%n7x-fx&1bo#lx+>`DBMm?We*735>>8ZflWm~*Jy z?bQVh*^DHd^uf6v>eLVgkX$xdx$|HzQ;&OMU7w#6p4^z{oezGD|c73UZo&~RX7Z;8L^2s4~h*o6pxO^@U85zp};#%ZWvY!_~#Hh_y}Xo z&g5m$3f>f$&_mjHgmu`?JsB3d>;8!hIfxhfd>7f-FkU0+`1JTvt$DZnasW-L zN~^*jZU#K)TpGHikk)@|wbHt89K2!pH=NbhJ&ZH4MCIla)qlzIU){f~*!u>!j;gN8 znL?JL|2t}anZ8JbVoLe`wD~XQ6QSyF@MM_vJT zb7N%vg~?}3bYK>gUX5xu$_cBgbFCU|Rh1 zUxvc#U)6T!vwn^7jWwf@vS&O?GT*^Jo8iHCKRG#5f;!47uYYkYDY)moTRHwv4}4xu z2g@_EE{?vQFUuAtY=ddTnl9)AQs4ew`r+6{KFNA2X5bPOg}->r`uLJ1rA6|yke>~) zBV{F{S~Ei^Wzvd<_=|Ng`wQ!~-HWt5FM`+4TLlRl%V8Qb-CroQ8|n^Hcb5)qwox~n zGB66lA22PkSq_t}7{6N0rt!NB&1V_hV~QglZx>e|+qR6G!~4j;=9YbEy3n2Y?B`Hi zvARLgZ*BjdNxL7*eq9;tC?N8zW3cj|x?EywM+iBln^xm2#L?AMeD#~vi&un;Umm%- zpI+&sN77Nm0Z+E9zal^qOMMaF>OT^g7cFRjCz<&pZRL6@h6LH zjv&*jSt~x3Yu|yfJ+D}XvjmvV!j*4bzSr-YLes;WfPEXUirHnrHjOZqFaoiiD!a_X zx)O%%ef{J)-jhe&r&xu}b12`9`}EqC{JiB=eNsjNj&^ecIcUl(g< zM4^o;q#K01fn}y@IT0UJbIZbbtfCjUfvFC8{>63J8h#Ni-=h46s&VcCuEqEIaC|R2 zj>YL;1M7pcy7tx?C(<&myds4M6Cb%p)>(dsnqBHT9QAfWGw~a?za8<6-am42-Ki(v z7K?2wa>)d&u68K45W@Vgx~q9*7a2zK4R8N9OWSU+^{u2s!$gLIdU=76F9S~%cpn?h zM;K;@S~&E<8OfNr9*f^ONBY`)?({tdou8=`CmelmR_a0Lpr2{THG=J~jOx3d9Y3O#ed{jeA99WtCq5EMq z0B`xeRvB#@;{Ie&z0(+c5$J1y23{M_rOBD<`1~m!-O1aM%YlnaLhLKKeua3v!CzhLWX`4 zwkNh@pO7->R`!zfgnkx{w)Jp(n!)g6uNtu>ihL!5?b}ZmjAeLe%kpveqK6KhA84|N z-0HXC{W7M7W_?(}6&dEF`%$!iAy4aLuNtEG+qVpddGUhss(}^CV8S2stI7bRrq5oO z5FaKo&{|+N2?-mwE()b#@4BuA7&38AeyCV~^?_xdLlp}>^IENcH;bLJk33s8iv{@M z&D8CU-Fy&`#Q0YybE2Z{_91+vfAuBtgIx zQ;npcIg~PbY( zGQ4X{aUZ0*MP;S)&{i4dm^#CxYz@tF)CmIcsE%o)7;ooYQ!U@Mpdp{kcM1L`9LP4r z%Y$ioBFyyz7995{V1CgG+ykA6f0oqrlENvjmqpx;Ar$iWpxs$JrauyX2b3f9_U+Wt znWZfEN1Qk9rJ}}Os{xM=wo7rAs-PigEnzq_H|2+R6M86wyO-3A;Oz_XAL_%3n1zyl zy&op8JEZif99X%k)b52#A;qpJl|MWai?{^S=wK_`%A7z?IjzJge}UKie6<&@PNWx= zhZi9z6@R-I_HnZOW|&#)C+4rk-=bE6>5c1Do4U?z=tD{LPRG8?uJSx8({2vvvr)h7 z48sK;Us0nKv*^~pz0!~Cu|;hAAP79_+zE3TS|QqS&TV%&=4l_dE+wZDHt_DJOPyqK znQ*^dSpjlC*`#q!c}wH-uZ|mo{OwIcpym$%9mdFw&2EnUCxmBb|l%5{l(q zO+Uu*+UnsZFjlMdO_4A#m zZUeY*mF|#3o`Vn$W$br+$GMvlOG+sRl?)@GVe2Ry>ysgw3Q>bk5dskK0r2^ z8ukb9ez6vSvN0g_6tBp%f3`g#Y$~T|f*B5W`MUem`&6>+3%O{EjR%V80)U}^Vv36T zTgq*w@0NFUQYWdGW#gjL9p|X^NMQClBo~4VaY-u*obodvcGjtEW4-@UYQE0DVzy9@ z92L0;4UvfEkSuOC$b%$+S+^}8%Ed6edC7!^UMVog{Rq|_OSKJ{>2=oz)Zz*FugSDN zz%Kod3m1jRO#b%1gKr}}c;ll^VQqV1m*Ct}_Fa!L|AnCwZ2cOC2Y|Tn`0?YYj|I-T zzioPuo(uBK@f@jNIh>D+rfZ0*NMrWQ8P!4#Y7x!E^}}cIGEB+kKsf#6ZEtlpxPSKM z4+mCc+{b4f^41w=ziWFaQr;F!b5&-x+mhxE(cOb6J2O$eUSqU={7Eu zm8MnPzsE-952|RYa8Fv0#nT@osU`KG%AA!>IegC)BTb8lmG;*vbQeys$hg%gXcO0H zdr>M(Smio1bxqL~Z*0_9wy2O|c>c=V9=WPIF&1?yrYC0Dww^Q8dll^*f$q2NNJ5@9 zp?(IeAN+)5N68E8R~M5JJL;HBk*hA5`B@ z*Tf8nybz7w07AS`s|tf-ow#W@I+NjkagMfVysc=>=JTcY9GrgBdKq_26>#9CpWVwK z!D;%~>qMV!oVQ%GU&T!ZBjWz)zY{t+i{}uy%^I6tQ@l7Lykk&NP#bXb*_*emnts~- zMp7hv1Udk!XN9ad+F8#u=ldW2RJV`owQNE()eZI}Ick@iPmw2Geb^4Bzk0_MH7sQY z7meOOyblUaWl9lS`CM%|%0-9^>*_j*N`&C*u^bg~D@)_3l z^jL8J8}o*$MF@4L^Y`=BhiY_ylTQCow~6x$%|wV@#dGg-FGrnuV1?I>KG7Ei7x)Jg zc5E|%?c*Xb83;d?I9oOE^0_7*o4D=eJOcnuwM~N-zLhmjqX^9|La31gZx?amto(JJ zO+>sF)T)&8MUNLJOO+~oLSHpO?+Abk>PUs#76rVHX;Qb(E^ zSd3K&Pi2=vp`Lwpt}Hhk#}K(w$*UH{+_&We-o+aT@h7Ud( zC%KlA<&S^TBhRM#hSJ_`L7=x(0G--vh_H+MRvbVomZeGGKQ=@@eQX_hmWBZSs0w*8 z$N0QKcfS&?wE@_ee_21Fxr<(ksHU|z83i5vx{1=VjIUsS?Cdf|l>Q<^NV zeDeTk-wb!cu^P;whyP1H1koJuV>6Ba{_ny|K~g|6XnA7bckH$kJo5A#x8@X8<5%xb zY^~sgi=Dd27l&_p$+3`uyFJPqVYr|gZw|@EfB4tD-i1+S>W%>^L%oj^>pqA5{%lZV zcZa4J3G;OnQe?{y$UMAR04<@HjsJUzsSMG{d3rRN7!o*PT3J&KT(>Vp7pP z6C@7^kz>QoQizD;)(2kY-(=*A5ab0SzBeV~hT@&y9SpPQ^W~NS7Q@ChL55s3!P1XA z_QZcL&bmr2Sw3@eY}$>0#(Hwn1nh~UBb+J+tZAh?c)|$EcB%1zaYW@YvpPmorBkGFm zBF`$qc9Aa9k}%_IwX;wl9Ctk@!wEF{m72CPbQEV=XOcAu@DG%r-JI5^Kjn8mIwyN8 z`}NAd#LOEp0g^HwK#K0tcsp_|VAWsahXsIQ{g0xA&iLiqOmB-kOagMfR#ZcjR_Tq4 z9;t48qree|lb{cUsQ&I?FCuJX1F=)}?Sbu-6o+eI5ibb!}Vp z%P?e^n}_z!-jpaWFvH2ydCF6fMOU3 z83`x((r2QJT!d_t$+g39>CTop)#>}XU8fC5NW$5OumPRyia@c+93Y(2Rx=nT7r6B> z6N9XkZtuBbaI4S|slAPM9McvtB+tu*IN@Zs-YIJUJ<=+QS>Pq{>rWs}OrU(b6J@1y z%cAzx2+X;Y!PaVIc=}mU27|8J9Nc-25^%E3DT8Z@a>)Kp)Z?+q1rl?y*(iYO$GM?# zuY}&;t-LJz?4e+GB~omDl6w}uut#m;Z6Qjxwk()L@nH{nsMs~9e7uwMtSP>k=-=ws zals}Px5FMfda|pjilR|nTZjuH;AK}n*RJ#ls&rHr`<9!@=M7z<+k|ZwPnQyVIoQLwzf@v7)gBp2RkVK z73g^>U~d0%Ali4}k9R!bcLAt4-!NS?T4dZ9v(`3$P7l3|t6B{G_6>-vogfi*7tt%4 z&Lke$)u?b2v;o%IUSUyL(24lWR|C*a!n&w}U;?B+e}m&gEQ1h+`KUiKyj{QPtg;RO z_ z=uQ57o}G_n@BL7dT%eL-C|l0S0R&e&0c(s;oAF$)BcOH%h?T+Vwlzggv`V)Q`;PBObUUth>Aa z=)Qf{$$Ji}s??fMu&z#_%9UrJ^61c!Y7!?d+N`pf`w8|Iqu*w)XHJn1Sw2E;5k9)O zRJ7P}*Us)Wj?nPa4lqQ6Y3|{AA9+=Sc(WtRlbRUGptn4xRlmTl`#W3I zok@%$x)V^9+plfcf0RtWHTVB`i)yE!zWpANGt9OY9&-66;`(OiSV+f8KK$Zlb4#Z{ zA?$Xed(Ew|ZZfPbplfe+U&ZnEHtJ#iAG24#zg`=>mmv(hIoV$-7gFfDxY%it(6L(k zcd|2Buo`-Gb8@3_8>-F(yZ2o8>RT{7(+Xd#9v(D6JCDvDdrvUN{7(O}w;V-Hab7gW zZhik+!(HJoTk^^8W1+R%-wvtg7ds<4=L)ynv-!+06QSZ!HOjaj9xlS)e!Ab?fiaR> z#tp#fzFCEwSbzT3#Ce>(wr7?5eo0>WJrm8Y(>d9*ZhCeX%13Wn&I9+Xe7-8Wxfsh$ zZ*?Zb{_ejlt_#1o1UBQUb8bWD;$#VSO?hh`7SScb`KBh%e0pK`pyK$Kyp49o7MrJ6 zNJjTS8cT9@=RIPBFDr!G<5?4VVrVb+LY3yGwp$J>?}C9edUBsF_b=ml9Jjw(8ywo3 z6Cobs$l%qA3F!-mEychawp8Xj7sE_MVhhMMxdY3SX)ks1W}W$~7elZc-;ihPags^d zkM^_EPqNA0q`r-|C;GUurn3L*rb7JUZ5-)g-Se*DG_n`DDgUi0)Ri8RUu+DPPq1}I zTo2}W+@7A!>2%A7T^|?is>pF--IhD2J9t@?&d-U{)uqOMODp>ih_NdXhUr?`e+&ET zKAaPKEu9gau~L(8s;TVG6r%q~17&}zHg0erEbvsnB}_73Vn!q&+vm$;z88&*XX|yj z=HK}Lbg|0L$|t+#%M)5svL?;F_Gj5ev&qip#}zaAusg{6KQZQuf;JB#Ng{++d$NdR zPzr&pi1JjU`tv`bN0;!ZI^(7KPim=RPbG-Ap37c(eC`o*GQW)88u(Fa&CKwreyRUp zw;#0ON0Ie)<$)L0Og?b1Eg5RGxAHslh+s+n1J~K+?Ru=|K%dWeN5SxQU!bJN(diSH zi|F6(#XYD{ZtQEX)&SeZ#pu+}ejhfZyH|@_K8EFvPk(uBEE|Ygv=#gB?>!gF{6|AX ztjk)%miBMCT~P0{|C8^ BQ2zh` literal 0 HcmV?d00001 diff --git a/research/p104-multiple-low-fusion-bound/inputs/R69.json.gz b/research/p104-multiple-low-fusion-bound/inputs/R69.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..1ec4dc85c97d420055a6eced2c657c8131508f19 GIT binary patch literal 107146 zcmZU(V{~L))V3Sjwr$(&*zVZ2E9lrshaGj?v2EM7ZKJ}I=l$MqoHNF$v3LEcsx@lO zHP@ckJ?}*v4FmGu3+(HnbF+$qJCVw3TS=v4eJbon25!Kf!!JUkYfo%#BbFao69Q#u zx|FcA8q*k1_gA(L^0X5_Ji~bV$>X(@FqEP9MtO*i+}iw}-d4Zf(}X`xrK<#Jz+$8$d4Yf*Tfb%g)`*i+2k0bi`)N~Jr`yaDewelC%7(($D2FTI_6 z(sWmkl*!kI!e(E4yVKXH^j|N)$HRHyt$_FQ^WlJij{)qsmiPYQG(*Gf001yF09*t( ze(nFc&di)+=>G=1f9t+8)SxvmFfbH8ioZJCf1c`2y%XC8e_6gJ?UQ2wssT^fx&VNW z`(^m|htu%w7a;?Gz}NUOu~1jn*G>HM_b9K=&)pyUX5QD^j^!9pgU4Cqn zy)RdjNBm%tF4OX4%A>yS92feRC{C7pAoha@nCTjLZIbJ^{rFh^x!x{(^?6V4n9+5* z^Scf_rl-yfTQ&v>m2`j(WAFl9#Ob~CkKEJErXuZwAaWDWawcLe2r+xvv!NGj{otm3 zfcMh%*Bf&8$K%KO*URPocv|q?y;8Lg{b!}u!Q}LB$0iB+bjLJGSPdHDGKqJ%LYUts zc{r*vo__-a_R%3j2Emuk)6i&4r&?crHfK%$98i97Guyj9isjouc)z>rFMiH32zbAg z?7)7M+&%0Dg*yfN8Y-?n|9TvTJlpyx zz_MM(kW;|?0$AunzMm@#CljRb=k)%)-giBlBb9c!R3MNQJD`F1BYKz4=D`6b zI7M)^Pf{a)r%^CudyZ3{<7+RkJY9#M&BH;7o*cla{B;QEgGZ=9auA@PX%L`BwOGN_ zKM2HOW2}XOx{)bOMg5U=+F8MF(#HWwcIY*dfuuEjJqN&bdd(X=9PX|HN0>x}_&7#P zF1<3v{5E<7H6&c}NMdmr4d0NFYNYaNI0w(}Z2qp9d(9%pcMq{={46hiq9g_iVWXxHjs*QB+A=jY?C&k1A0eVVYDqVEDPa&k%$*g}*quBb7r(x|t`#swKlCCPGiO`RMPj;UNNu9qQg4P&)%J zp$;Y#TfYo%tpol0ddugcE|>~vZH2opz@wdjFo8cA!ryl*xN_(wYG8xBQOf0HOob&| zKW8w`UFN7iMU7a5oxNrXNC)jZ{nB}|wzqQ2y6(!eA8J>n>nL(yemOH~4!FsW@@Yy+ z51!Sbu(JG>StIhyX;|L_yRdCfxX)PQ#1vtaoS=*HFJ&eDDkPq_<#+S+-6TxTH}nb; zZIvF>cNLj5=? z1*-;psQS2BV(MqMZP^jnwil-vT}%D$fE0w>D3{<{4}tf3ZC9Q$dNVqM)2FC>|N#dqjJ9CX!((+pBl|*k&bCrGbvfX))Uf zofTEjp$h5?moLgRAX&-u73m2#?ztoVFDJOI!4|-u@MoOzX2(RAyz%WyzPSP#aGUJ) zCt^U$+hjukscj|72e&`F+H7j0wy)NSl0r!o!j z4wao%WZ6ff$rINU-iXD;@>w2#2u`r5n6wjEoYYlRNG`Y4`^ZpY%yrFA<4+3(u-c#@ zwAJ4xET#&*+ket9pt`dvP+yiy9b_H{_dAE3-L_*;F8EjqmlEtBeRZV$=Cx5W8%kdn zOaE1C>n-uLn$o9k<2<>S1@s^1Q^kRW;OQtlXM;B7q2h4X4jt-X*4wxN+C$muGz=e2 z&Dfiv2DMXec_R*ge_EWdQ604?wP271%$81F)}|&IyMQ3=QS9!TR6Vh<26J4JEbJnY%+dn|eG1 z#)rR@LJcP{(q6QTHk0L;Q1wl~?-idDdlRPD(ez<3(IUAs1oTj~VNzeP9VJbeI~E44 znc^i!jUvY82G(Km9g79&#>2?kKRTYRWi}6WB|#&1>5?;4Ontk9tg3d!x@jKT@6%~D zKtc{PII9Pljj6&IEB;C<=r087BZk-INI$gnT>L;W^vkGuAFH>AU3_a*V~l;mwV?!G zG7LTQsP*r2{HfcsM8+lr77(CA(m8YjwvQ<{e#M2qjVbMIi^HClAMIPIU9zqx9y=~+ zYmvS!7SDS#Ps6#;^BNdX(^n!&BH_iOz6CQm6uImw$N|salT?XbVO-ne2)2zDOgRWv zK|)(2WvLat=@_O3rR4#)0&IJJ+_?2yT+e#pBln0qDEVtpb(Tr@PYjN;z`Iy?Z<(;H zl<0*-voS68Il(Y;WXiS#Rw=9)qx`ndF!D2Vt@ff=88MN13H9B9MVoB>-j2c81-D$% zkTJ5&bRe}>ppz>czPTUlpZs+n@0suBSfL_J*_%G8~)M%ZMV3)dqKDJ`RnsF z-q0L(rd3?|X_jTOe@%i4oye;&#|4|+A^-e7OK0KWRG+fnxd99W^+*bot_m95I{4TRF;N|x5 zqptaV|GxTKxWoVJ{&@MhJ6hE-O)&9rKOo}y6+LHMOC>0hw!2Q~^X63T{oqy&2vN}y5?zVYI6VfVJ01-C8&#hab%u#415!+Y_cdJqVj`xZO1EBoGrZ(adxpXP z&^JYyxq3KHoulpSM{H;y)Hx&F^kcUuj)3i*yA^n(0;))KERrx9sj0OuEYJ^pOy zagx>@@Nyd-fBp4zAJDNBJfe7(Mt#qF^i6%jU7t7Oj&&?gjSPbcoSsj4c#Sz;>%xV) z81T%X-CsAm^W)DiwM#dC`DlhhZSQD8smn_5c{i+s%-cZVweZKoYpZ5Y*Vkj?QYBM$ zPn~VR=i{TakWCxGvp8d;`^#(JSb|XJfv)LzRDK9DZRdA@D4SgS=>2x~?^O4s)8^z} zKssQFagGhUXflMqUf0JR1FE+lj=%1{J`BHxzup4Aguf2I-d~Xo4P(zU-=S5z-ai5u zkVijm4ZeW=%bxNb_n{xxo-R63B4#vy2GLfh&N*hobG|<3i?N0Ndn0{m1TGpH z3VjV#&p8IzcX1k2k6oqE@FJ8-cT}t13t3bL=xs-LTYXduX*m8O97ja)`+7F?_pa1E z%mi8cj`4F4nErA_o10NQ;+mq_Qj>=2XTO{u!>MXNCD2D>DY%(g)i8xQL$mzzFv?{9 ztf*c16Ucr(tegJdFb;X(03j4)8r?KtRVFd*rx%^SXZ zTgsJjAV$aFBL3^sa4r+UEZKl?)BW^|r|&IPDfVWM*AAW-9WV4*v1>}tm$-PKx{SQp z*AUQ3+l36e{duA;d4hkd<1P{WqP_Kgp?;d(g^`&-v|MD^2#Fnh{7!4h;4&?LE z&_DcFIiC#MDDeRMK>@vcfO2{HXCl(B5TKmWZSU=j?X)PU9YKXT$-ts>At3q+#!dp5 z-5Q9953~w(LdRb$ekmUTI*Hj8vh+y(Lhf2u=4_ZTVMInOVi2Mc0M<4Qs57D>55}ydTU`v;VJiu zL;YJ2++8mRaR$bz@P(=6baT4%-AT{ie_GMmL$`nhJH*w9{2VGz?}wG8P@CBEy^L3L zS@%&bYSg{KFXNFlXRuBQ@GgCGH_2D8PUgDM02yG|>IuG2o4?yScXAG2wWAkj)Dl2E zD)S|+X3y|POaN2sZ^ssw-=LqN6u0rroycD=G=FZZHB4xU5Am0lrnk5|Dnmvu42+|i z3v-r@NgH20{gBAFS+;iZpL~U_eQ%<%__mdWM>KAA96LTnOMT`Zt4MKwibpy6yJ`EB zMy3@cfz9#mDCI%OII`Ff&|GUaF5`T>!+ZqhdzEoUgZiW|))DM&%1AKMIL+N{T%oofT-JE~jCRMTKzH}Q{KfrHJfL^pH12_DF(V@4f=lSB+_;sGG8)T4ZAk``Flm1v&Qq<6L zrt0qq8)8EX4%6}TS35383XGz}l6Gl#S5vTdX&SSqy;a}+ZmA`;5e~y3qex|d_wF#( zc&H@3Grmf%Ie+dF{1}X@POVs2AYK%w8HD~=a0ZQDugs$M+p%tRck=qK)D~U&O)a*+ z?$Uak`oq*2bQ5orgVw6U-v#=suO6i_FES=uRybI8|ZL?c6S*8A{15@zM@w99s0 zgk4?4js6gG;Twihxh1LVLNbic(iqqUbULlO!XK0X=$d7ZXHOd$pY#W|^P)Q!G``LU zAKV93zRHwC1w3xWBCT?@%Ck_wjNFXef*jufO~MsKf9)a-%<{%{4-E{R_=VqXF$Y{2 z?g9vS0m;uZ=UeQG!7}iIo_0b5kHppJ!!h4juyQmotA#8+P(u(S)zCZrfhn4i=34BD z75D{sVa9S&UYodaPbtynaw00%=*2Hb@qQ+VXq5y-XR5Uxu5$=WR=7UG?-><{{LhTW zLx~C4bgbR%JIjVI@iV9L+^Vvf&tRGn>yrq{nKy>wzg> zMGR|wj(OUoKdMR+lkt2{k@gZPzKx8h$kYT#Cr-Ma6BY*5Z2~1O?q9a1gR+5(7#q`n zBEH4N!DetK9tywSi3AlU1;d|@tkP98p7M-`XHgNxrGKUdPnYEHaw+P77@IY3FHZi4 zwMdTpm4nfi4F|6m0o%(}%NdP{#ZzZPY|F%|=X;6pf5RD-Rvlqq#)&(tKae(w&}~l| zKlI`$^UG_)Avjw8vVnD}bK@TKiSiLUq@#E0qTBVIgQKJgWW3{8GG7=kOw(b;OvH{o zkRB&Cu?dUg>gGyX8>bi?axvE?}UHbjUiZ9kWy&!Mi zLZ^Yl1K4GS3zURGkWYD8d-5%cK9)frUc-4ja8HZAt6iA|aKXt){JavbusLPXZ%O;3 zCJlkS=0Vc9j40EIY$}|PbBYmc0jl5Y(Qv}F^WcD~d?k}>cB-;mG!}Vq^2l~Vc|v(c zd0O;Iw&s}|2HZkF?BLBy0jBr8wRz~AOK?v!=dfpG>o!bAd~lp16eVe}#kX(FM8 zeDe3T}o^CRNKY3Au;fIG$4U|2EB&imZc>_U5HcdP>9O zCHbA435d%>F%LQ;Mja7*Iw|nKwa6g%X@hiMXZ z+9YfwH#kO#LL+^3+g`OI~sOcIvHvxryS+)SaR)O^7^w&WgfjIQ+OoKI;rfx8gp z*%+h_xN4dKbFje~9?F2JJWe8P^2-QBRCtQn0IvKWwwS`gU$AO6U`0(G)YtbTAu_&b zG6@2w)~h}>#9B9XI3eShTO(A@i!#xodrBLGqM_UGKd#=0Ll zNAF4k z3}3-l3_#+@9nnS8gs393MdH#jc6D7Pu`$95KKGcC3dNfY4d{+4eeGYhv=&(;lc6T& zP$=p1pzI8b82g7HMSd_FYM|oFM3t{^fU^sptP!iWPnzj=ac!p@!YrM?pZ>VA&KXL zVfs@tU*R6-!PP}IL_Kw+pA9FGI@h%4?6Vdg%;1Il@!5$#roXNx+k@6CFvQ(1K;<8$ zf?q&Uukdqk_MZGhB}S?Rg#YXn4~DcP_QHQ#q5njT_v%32<4CjT=4130>nm%b2KNG#pX!8bqK%?6=KD!p2h7jU zJ`tBCRED~$n{bJ{hnUj2gVl~RJVYMlOud@!VLn}ZI~5#JCRQdU(>i-c~lzw zw-co9roQa%Hxvlm!so6^X6ZD_dl6W%myPjVr+TNy&Jf)K9E4WZFX^V_))s3m;Hwk3 z?P}zPPVGeMdK`5yfkpfX97|ql{C~ox^ai*zTylzd7OM`Gt17aF8!l8`PP zvP_(e{8ebBVbN!qvv-kc=A=@v)1#&DiZ=(5B>O^i;*o(mODklcZlCU6x_MFYzn7h) zZnWZ-dy$z9+iGr_7ebBiX%fFJn^3TENankGinlwU2R4u}ObAGVucYjEmrOsdinDlC z$-#yMaN*n_Q62I1yEA#}&V4lcc^;tP%Yw^yJv(Cub0ow3ziH%nGitp>?dXYV8BW|I z>sTr+XVa6jD__W^*w5E%lKQ6h<7eD#4?=~Svaffd-d{%MhRJGDJe2{ z8bEa}NQv?d(I`WH{F$sjkFxgAhxOs!!;KB%;DT!c{sA&GKb8#gt#Zybsnl3{ZMukZ zu5ivO7UZt@6*PIYXVa+7*?sAp-6f4|ZC!#wKLJfkvHew-v>m7`$um0rmK8rwn>gjC zVt1aq$RRBV8VWZqS2LlBqE=G)YgB7iIAE`MFr_&uhdl5q0KCw1!L3iTPHuSqzXjck zryiw;`%cU(=y~m`&xcZza5&-m&HggvM`_X+kTTD<5e0gdC%7ny3iC>;Dr2~-I<4I~ zm2vz|%S|guD@@A}*7b8#hSd==%do>c!C{vag5ccuBxt7@WHYIuK`V0_Lv7zWHdY0L zdW2~8KuaiqUqYP+XE%p--ggnzQA&7b;{jdcht(C@Y%;Bq$J$xkU#FFH+-a}%v@z8q zPcv@%Y{!AZ95iB9lxz0jRP=;(vk!*}Gl99j99WO%M+emDWg$;d_;npC6D(5ZZjC=} z68s>(2u>sRa#1JTNJ~P`r@S-y+YVUKR2#Ws*u*YDk;kJIovc$<9I==OIjW=404*(;hmliJ3RX)z^m|v)C>2^f`T0l{;)yhmP%O zF<>8|(bY|VzmdiWd%pHq4trgwo3JDZM6HUi=XOMCwk`!CGd~&ucd>#Rxd5{}|JEVlDASdrnY1~93Q9{wPgQv0zA z3iH8yKMlPdL043F5U7LJTBlIRC4(Q_h9j-YC_sus!#%YtZu-N z6pc++Q)4rGiyh5QLe482qhR)|Y!4_9E%b6p@qfz8m1;KWMibf+Q=K*C0(?~8#81sI z&p1mJYWk^vaaC1^pU+bYsdzWu_Jjr#UV4>x2I-xTUUIKG0coL1`s!Ofthkp1qE(2t z)t4V;)pX@?Q@f0*A&M;0hs0iPXZSPuc;!fP=#;74!u*qO>s|ehF#wuz&>yP#(t}tS zLAtx7FaH2W2%=NLB}zCCb7%+H8`3Tt`?`5Mnw3F)-F6CK%5@Z=G=~9T?**XEphcIe zke}j1!pCEwsy(8mV3&DZG;|4dKfQ@Rz3&CYt)xK@nb4!;|N&41kZbK;C~Q&{b!%|C0(i+~ZGk=C!ZB}Z&~B{AJK52Nr~CVg^8MJsGVvxy%? zD^A@qHNV=5>D9%}SI?5XwhNqOB2_z=-YZIc7IES>wKUjcLXRI)dhwr{C0kUQD~aHr z(;Xsjw~qd%%3gAvm7_`8i2kPxZN#h)dm@U0usRYG^@3M88&|QVf4(V1h;AbGJ}@d8 z3D62$#Q9^X7BZ1)X)?_924~%arav4HJT21Yx{Pfg)bO(yM)pnp#$H`!*J}3s=by}k z{>$Qjw?VBW2n>j8Dh3A3G+c~^xZ|;@Q0cr}KFYK+P%wg%QkMKaSpJ{QDxnweRGSZf z6kmZeE*EU!mf)PFzn>L;h>%;VYw&g;_>``-)Dhk0L#dGSa8e_n zl|B&;CTXQvYsqR^LttD0FF2P5(uo6(Xt;nNICVO=Pg<}43m1>UR*>? z(me4i&M7@}8}abFe)?FFt^8bGM~sTT{G%y6UOK5%1#Uau!76m4$yd#lv<6FT#H6f@ zDRUCy3AH;q0ZsH#nVlmQ?Qqc{Aimy5eQy==!n5mr+-{l#gV>kGACe;v#A?YFrak)8 zLvA>T{n~>)?73%Dv)H;jVPUHPmDV)@({Nb|?R|d`n}jQ|FYXL93{P zqnEO4=&W5^V+{dmZA*Kg$kxBQCW{r=-H$d&K}hjHTVTNTRTg%SHTMpdD+4Oxxp1Bv zy9bcySz$=YmX$?_Xp?6?>X=qcf$EHb!P0SXF-PvUFQziT(3K{Da>Q++5Y{L-we@^^ z@}L8Wjk;SrxvJwOO0RY)Mcy`iaYK(`m^UGg@A#<_Cw(M$-6%il=3^hMWVztgx4IN? zW(8-$igHZBk8RXK3HWQz9Jt|(rQ`GQBB5Q&(#yD8ybfP8sN)?51uDRfZq#=}v#WFK z5hH2DQXbvP@ci3S$h{%I0>qIx(}bAmv4-8SwsAa^stzZRvJ;qBJtsaKV6DP!#biqv zAot25LuY`jcns_KR0!}TcOC}=wT`7-v9m`{!5=*j1?*Y$|9PcFLtHl|>Mve~&%49vnZ$a1-F-Qd(M zdsn8M2IZtrgSXSBynvR*-uL)eSk=QhpdcpoJte_VbJ|SY8`jqv)#MJHO#GD0&YwQi z<|-Vn=Pgp~|2&Yy9+KkJ)O&lGJ;9(Vqb+)Z@$-*$JoZq>o9 z0F%mdKqA%InMxlwC-SjtbHE|aF7jEgW^e|!oY16dn)f5}KI>e{JG#<0tTi}X-GKM8`= zsko_F^42^TD0lz6$Tw}1ZP_?guY0V%$fqQ}pc#M9A#r%yZX9_=clV1_x7u4rebRiE zX+717WKD&;$}Md{Pf6~Tpe%*GW;?oUNT|$m*5_7iH*u-_`aJZ}7CG+wXFk(yxBq8^oFaz~iUiEHA__Qdov>NIjl3=d%iPb6+Q!y0-iXk2m;a)-^5#d1=1IN>+6_C5ZVVswBQ>I9ho5wFC zpq3C;(`o0k-5ywS7MbLie(oDjqR|5T;f4h&*OxJ*;C0&HQVtt#!`6{pOIbw4vb3#m zzattqyKtz1)MtTztExK-3Y^BahaNE5&kF*jY};r;iu+B^f)AS>Uu>NpQ}uDMMd(7h z8^Xuifb;T))+8eNE5pCiU7D|K?a!29im&|Py^!pt#yIR)W9P z&h4!@H!#DDG;JoQmXdgU4qFE;z(RARdKtl`^nx-mYI zjh5Dyj8Nm|i=w5CU21Pw^A(ST?S*YENuVB*^|zZy2WO#5=9*sHv@kPZ{p2c z#Rfi}NRW7DTPm|jEa6B@1FBRH5 z;kYAc2wlPN3u&7p#cDkrzsVs9xTAMpzBx1UXv_;qeB1btY+YT0?@gb%Qw=opSVhdr zyL=tDcNw~g`}R;*^>l2&kKe05(?$Ux+CuscSW*-WdSd-<-e+^#9kn}jD!z=uQfb&X zhziq$u}NG{_^*RcBihD1Z9t4KEqh*EBF8Ox%25q@*T~DuIjxM+^6-N+H}I<|De}O& zjEm}vS!!7-JHrRvh2;N5MwAu-Q0a45JMo&yP^f4`;@R$*@7w58bx!z{B7j_Lq;P-` zn1Xm&gXAuPjPyCLa)Hz_J?LiNe=I=-68jjzav=udaUDR*M}sCvLx}|GLxEU>lU#Fx zOawEpS9m)#$`$x}8q;_{1(N!HPiSfXGwkLW2V?;sq?t8YHeG9fk~t`c;n1=XbaM(D zKE%Z9yQzU!07<%phjl-QkcTY5qr1)6&4##k$czx4ofYJ-`#P6H5P$_Pf<`%d(uHTN zt8~j>Y@wh)!Jgv@zO_yONi4s>;CU7)8BK3y;en)aTRC0H_l%KDedF&}mc>gQicC*v11wobTh^4JsV$3wJD7j*LhThN9jL3XU9Wv}<-gC_*nzuxR69 zrt8gjPCP;1C=4im;JqVksg-})=n3=f9{>98(74}XK=oi>fS!4|9$SWnPqj+LH_O@7 z^R|7CnD$qDOUuJzEyQ^Rx$Y;lO(D=xJKw111cnHvJB-k+(LXE+A`#N5{Y}dd({Rof zQ7)wWMj}|BNFSMSo?y0vtX^5iJxSM#9^3`S1|l^cQVJxQJJZ#$0d=4UEHj2G9$&EY z^uahu?Bd}Zf3_$GwY?mFCHBwq4Jx&80Ji>gRmfZ3A$RoIPZ4BkHn`Nv1rn5d!hLLnMrq#NupI6=+R?xG z)v`10a|MyK_ zXBDE6A;y?6Ud3Sez8fYELv~WbcT$^s84b_Gqp)K_8Fx@yE@=rA>nM#|9~6l>GSCzC zL9NDLRIF03s436T5?5!O9H*j+mNu?Ka;ouVOHC(eYjO7KjJJ|bJpAj9GY#wF+=g%` z;I1cc-=Y8FFX8Bu@l(r*v1RY<)I4M(M;%hE{DajuTVjQRv=^nMh&RGLh@FL4?mZ2m z;O!LnM=hnwZKi|a2fo%pyI(RMdWTp3s3*SO=DX6;>|!JVJj zQY~)987AYE4G=-i!(C--VP0tri*(FRK(Ndj&EC+fldF&i|HJAYZcROqt)Grp{f70m88BMB!q}Dke$|>Mpa1>wwm+qCHa*#R;68Qoi;$vDyucE_ zH<*Z6a($%>N#>d7Ri^!JRKk%|)?p&~Z7yCWk(O2rhv%70Qo!lTos73Ikd>FX*ao&}%(vds2C4M(HrkDLoJogaT>ahE5x^^vmLy)xx!)%A#=VxbMRxvykO z)ps{0twpX>76is@v1X4c2@a*5$K|+#n*!>vxNBn;wxBpv3eLlvZ{ixRsRnwu`2c7s zQ*d(n?eSvTb>`!BC3#3GO|oz0QaZ})^2l|RyN>g2SLuUTT4=UX`tG}2CTuqE!=16S zVq9R{4{fhKotHN^ccJ9El2t)l?SO`|6X0F9uaJ9#V_LH)fqI`zRcB=Ykch>^z<+eX zGT?E1H~%VqQJ91AIF9B?8#Cx~%WM{c@Eg@%%$(p4ic`&n3@fR6OU7Ad{^|7uc?v>}2lnCj86w{pAQlpd zzTrrnC2g$BUANsKNVKuvy8Zc-IK@d|V$CHd0I$BFG^o0HnY!T|*F_QJ=1WsK*11ic zVjs*NV#}$%kFlEZ_Mo)BZloxZ^P?&Hlm};Q^@z2nTz&Bc9CrTeOt0v^yp>@L?U+u2 zynJO^<6m83r(Kiz;Q(t0rT|auyW2}5kY#erpP?D!goUprWn->Z<|Tb~3VYXvKTzIV zM|x62aUhOSg11`UGBs4$ZW3}V@~ccV$Ngdjm``qU_YjpGY0S>o7tqphRR z#mr{2nL^iK;KRI`zq)d|5~5qx&bF?J-u8>g?gHoE$o;S3dU~4H~4RfZH_$+q@{XUVWQ`y796CgZMsn3#BPhO@e zM`|u+kd2YVZCS8?Rc#gniw+Ed^`!JlmYmPW#DSVgt?7KHxKc^BMCCA4;$Cy*05J7j%tpHrDym2Xx5S@&Y^ zgCqiT6|%!Mg`8~f1P|ZR3kiHbB5k?M|EXG#a#rLS)>W51T3s|XI$Vq8E^6aUO%52j zf0>cF-r#UlkuHo{Ren0q=Sl*)SJKk&waZ{;>T78eG7xkCRJZ>-jFAT!0TWios0r)X z4SYNa->Tw=bwwRj-6;{7us&q&TyLwN-k7v@<)%fVGqg6}deVZ}@78nSKCP1&Zbr4c z#4Ff{1@nu!nb;I?<(}S%rS(iIG}KRzb@MG;o=hToTIjS8)LGSiE)%=4A$xRBebU{f z*OL$H)B0Aa%@|6>hKD<+DN<4^>NStZ%;P&Z<81T*z5XhFvvWpks^8?xj|VLkz&+5yL+S=pLH>lRo*|w&v|Sh6-ZM{k6$-3MiMI3H^z?0Fckkc!2-CSCbd8LL zGC2{9J-;!RNM>y=|GjuDfSKtuP zh+z~*XnTE|;Q`typ|^K9W30IFYUJ6&$)+Yd54rR@u|-wwzm-Y?_X8D^n!WWvrJwN5 z7!6X5*Vo~^F3HwUAsa1SVwzhS5VrlZ_*xv4QM6r-jfm)PdaTbF09VB~TOLIDuHlGk z&-HeL6~HqS0^EStbysu-JwwBx|7-54=ne~rzdU^dz22BkTL(-|mQ!jz zS8{BCNoK*kr2QCrR2duzp=b_P9YxNrc|Td+9BPHEx=NsD$^Z1;=)ik?2g4yjhH*e# z#`2n{o>Rb!p`iltQOP4=H!`IvDz!zCYXE{l)1^HRP3v7NkcB0$9aQ zz>(wpJ=dQ-tw2Kh6%|E=8U0R`;)J6?NzA};H>q`843ui=z!&aG`%pE|WI{*0N@cfF zCVzqUv6=_EjAY^c5M%t~a?qhuP0@&%j)i=!q1Z?A+hzvQ3#F0lCD0JS~oIw(Zg`KKf zy4>W}%JbG6$Aa4{Z<3Mkdxw@d*Mk`FmCSjxvtp2EhMAZ_ZUtV2j9^2LggXQRe*dnX z+UjE1Z)*PS_?;6-Wq3!7(B6843xFW+GosgY94O&n&ohYq1wU;4;yng-){S@h7>EA@ z>s68+&2p|2vyak5_{)uq&>-+Onb5rgcN;txG_#S4s=z9_BZ`YrH*w8b1LAlQ!T2(g zjI_4!boF_ck^lVkZ>txpR(|*)WRwupRS9Rvh_)m?>J&psTbWs!vs%;yPsD^$Y|k`6 zC(J&c#92wE6Yr35*h?>4bfB5Ic#67{oXK^Tg?g;0Ip^P0pQ+qvLgFAU!*{+S8@FXw z+B=%a%csi79RYyf3N+_)3U|N^w~}D|TmF1pHCdwi5$ z($>a~63o2yOnYqb0^QfHIj)bt&QTV!k&m=ZV|qRlb%|c7{^aWD@MKW+aD91=e3*Bu zFBHC@4F&+SYcPuMe1wgOy92ny4P7EAL4N9q0PVA|rA2wN^>`nIkd6EQ!}8g;SWqcd zXn$N?3SV|r0ScQ;bzGJI!E$7>%|yUC$We_QTIG`_rEaq z*dw2&{!bV)Eis4x3uAa%TZma#rSWWzQ3fCUc90&!{|CgWv%f*yWgK@RiqHS!^1m?t zRbtaYOFV^umhNu9e0y6m$a=U^u^=qSs5=Oj{qYX~(*Vgy!^@MMuu%UN7D^0^aynlc>zank3W=6>?uGJz@bdr5uLQ_LBY`jD@xr8Sjmp$7cOi)8$T^z8k z(zygiOo%(F+2T%%f0FqPh!c5JmLcn+zm)j#y#qVFbinx1%#ZG2e668L12bqCi)HX@ zm*3c9D5k$DyV&H%-5+*!WI`FDc7qJF5{QDBNvRUOWk1EG}Y=$H^e(V zBzYVrMQ(}3v^VME+mN*2LHQFxbRBI(W8C(%E=QVm(emUpqED@KmntY@2Cg|aBTpe;`7KTQL|2F#cv&xRV$91+Wx{lH1)u;8d^`^qS zhju0==$g$Oe^%+w?`T1l;lp{rWgFuFjwO=a@K;=T`twxQ_M)$4wnQYynD=l!{0|on zTwhSo@I>wujAnC5QIX?lJe+kDHgAOpRm)4k%F3h|TU6vi8NgN@N@vIqSIzm1D=l(= z>50^AnvZ<{pRm7%sl3O*w2(CgCKGZz>74GO4!8FVcxXQ z?N&d866xTJ(xGATug69F#aCNWcbT29gAu?X-2+%gU;GB;dE(al%R4(xUNV&NC z`b11z7%wCGiP+OA!?W4%yY#FFnRSzl#-Pd|t0iE<y68yh%1rIEZkm&Ja8|AX53OSW;3gGtEh+ zag6&zDS}L_b3x;2;U_S`igT1N>ty1AAtaT^LoDUzzmq9*#Gm~1T9u&9)`-e&3(`AG z2Q6{Kvi2_u4LJuaO(Z6qsk7xW1N+#gpDQ% zkjjg6QZ3$qAwR0b$cF!OX2Jqh11$V!tgy6l4U5Dw0b9^Cid+>#J*mYtY0JarmYYlP zI)_QO!6Qlc9@p1ykq}hNg7eiC3wJ|Fi^TUrrNUWS_{eu|FBPsG4JWH<)$PyOOUF$> z%-Jehk^>m#`#k%-30ukiPKITPeTiRd3XdjJqgd=p6BZJZ-Q*wz7Z0o#3m?X{#vJBK zs*M{kB^dD){sNYMea%}EOsT>D-ddANZ+Yr9ngShcBo+D5Ct97abNPFU+ zcyD+E;T=&4znGiXJ%LItW9l?UeTi^yQYZ-~1IelqAR%W=k|u)Z5oG^)qBa=PqGZGy z7RfNS2@%90$2q;dBWrH_`4W#&F3Umd>piv}u8Z^6ih)9q{DRVc*q7OMwqz5UlF32c zv;y+*$eT5o@I}5X@tD3ROU>ZIFIr(LAViauu6dL~veJ`(s^*%F#qt@OEXiR;9tJCE zAP_}G4jt=Ftd;9qZjj+Vs43p>MS}o;Y}FmjMIN!3$Kkznwpvja^;W@Q>C!2-j;JXF zNOxgjzgkIlps#4hbfvjNPlqU!CI^eB9d_Y$ab; zeF6<7*pLvTbT4&n|o<600>dN#QlHDOF5mBt=9x`^vBl zq-J=(?*;qk{6J&>-1V=n2TVWJl^=n)NWUhRrmU)Z03GXZ%}q$?SGEx-TyEJ6ggRyg z3IBvQ?&e>*1rpJs3TJi47|*oLehP0knmLca$k69zaQQnm!_;OVS`Vg{&awDmA&vT3 zfK>Qu@j#6%C3|j7Kki5oOzF#YUv@5NFzv5F`*})`pJ(FqjrT6ePTK859^;e=W$OPr zfl!WDKEq9pS-Ppo=dde!rBIiRhuL=Yl}1OcNQ~ddz5x(_u!P)$ArJr@?^)9|_x90} zAB&eGIJPnD7Xo2bPAg*lA){@N`tFX@AAmy^qxgm2SABdNzub8$R+5+UhTwGc_42`b z58?wmQ7|q-bB&Z{sTU8cPLb%6+f08NCcKB0&Ht`JFk*&)zX;uVBs{+FHNfj7vh$TK z?K24cuBVH#w#zGFf`i1(KfS3h(xo>-HQTEvzcLm;@@xSmYS#|u)n?(H-%s`P+f8PH zj&pzacH4d-tIIt8?MchZ`elT^V)hHb2@AjWi~j6HOc7tFR#8rPCyJ&Ka}LB4g+NJR z9^RLxNdFe9cYE}j3h?SIJaxH``Sa>vXOzb@w2@A=vnsKm? z+?87iv~x1|oiV%PK!De-9$f1X^ghUwCUc$OVnlVxUa&Lu73KYpm!?Qr!B5HlNvzX5 zg$4xskT4X?KYmCL%^}@?w?Fzk57tl|`-##mw|Wt0JA--XeTA23@{B7`|L!e_2;(n` zy^S%i;Km^qD*EIXtli%*EvThf%@vU222PYf<%YRHxPxF+(-=Owc`=J;x$7*bqW1A& zB1rHRw^&$Bfp)bUbfnzap5v(0VY z#BLnHD(C1%h~#A<{hLM3Qfut5+f|?Z(lkx*z8-8%vn=>=a#t2MFTRpRHV$TRhHF+p zVord1bxY~VacNenkt%oX7CaeCZeKCxS;LWCd$wP^I-p|e_~po}fs85Sq26kAGnkL5 zs>Uy|M4fRlGn#rEy)_ZEPURiHuHjep4Q$`V_?V^h9+`h8273V&g{R*M{N4;IRY*Yb zbqY7+MRou7#%pwnU1pr;bX*uY4wY z+mL8*VG+LORdd%6#a3H39o%ql+CVefVdbCpjYNkb|Ab@7+#;J4T-q2swbxIaaq{FE zib=pZoyp@UlI^jBG&fH;`!spNzpxKJMswK!I! z**v(y)I_)TG(L%Dc0HpOid zm438d`GfTOihrX+AcSV)5k|mL%J-djpfX<}YFhCMa;q9eaDQ2^sxS;^<2e0M3ko;= z|3lL^hez^!UvF$|Y}>YN+qP|MgN-N2; z&N;2BRVK@ysYun$f+p+R_41uxhUh}+nM-SP&WRm{fS}SV zQ1Xdj9y~J5r2U?o|MaHXOOKVW_RHwaxT|W;-M1C$$K3B30+)dGU<)xT1c+03_u6Xr ztHs0O5=!x{&#o-bh~ew4%Oo2iHxThgv}k27SACW6F#(Fmh<7V5FnyDWEHBo+ThUZ$ z%yM~R?TT3wo`FAS>g?;7VLx=EKXk{oIA*BLCt+jkX6I=hYIa*YZ>(cR3UXk=n#ZCg zeHD}8za*qJziW=0)Ya54R_!>1tMlsLlH|=1(%rWa$lMUid?*M z@66&-xKCsnT8rArY42<0%5>ib+AOH{G&!_dHkt8`udGr{j3!Ir!tVOgA zH2=tZKOBsu1nX~Y-ZV?4yTob;mt$gJ?WFRF>gt-nrNkl-*GH4JziSrr*{{z(6YL$N z+vZh!b6dn&`6^ty82IL!@9-%%0Mzh)oyZCekM@4!!Es6miuHhz4$qys`N2CSiY2u5 zo#`i~c#Z^R_gCpfG#i1E;SM~s4g19{`YI&_nZIP06YD#q>xSMapqk|L3EhMO(0hTVU(3UF+U%~n>K#n z-8R}er2fMT9G1*0rS{-|t$}hHVB>P&?r!}o@Dqf+jsJb6_}4dyd>ry1b)g~;l7d@5 z?fGVEae<#@!ZU&V?EeO?bOHFU=M1WGVCQ@jD0yZuf9=d*8Z#ZBbO(3v{Ye|cXqL>a zx4P+av%tWJuB@L_{0kbPo}|+X!UF$)3yO2#h#X5~fsNx;C=?sR{x<-=ledCS+%`+l z6~S)0wst29c>A-)NV>uu)|dZI@c(sJ0_;xMOMK|JM@q=wyT)cu;9bxT#ujtKp+Ncb zccbP9u&h4S@auULFXE74S?!LdR}cilYRuv%Fja71YK7X16s2Z@~KBAwydUT+xy)a^X< zZekBj9&y)Sm;k;s+S||?BL*Dxy=8uXf6(U$q)yu@UhMs}j$76@FV)u#iX^D6wisKS81u*vlC-cPmK-zKS@)yD!c! zQR~-28TG%%wC-$co!^b$fbdYQ$3&I*=39@<;#U>N$hXSU{Eocf9Yn)(nvLQ@;@IgF zDE*1Y=)0v|n{z3!er(u{ivyoOHIW>XI)Uyu^pz+oECkfMNxsWwa?zFH?qke0EHdoW z^wL<`Nz6KQ6IdqfrJpa7DdST4+Y#6T?7K@!#6w_8CG$+4&wfa`rl$7-|XLCo;zcdd-^D>0r^ zb4ia%Ah%8@z#1^`zSNV($ThLq=XvLG&C;kGW8QONcY3bG2#qywRB(y9CO${HNoRbMBKd2gZO;4L_Hi1!c^WTgDTD{#uNJ@Ju`~u`Fzg0pDUX z;jM+AN~DEKLr`x~_hNwIx{s zjlE$y_s@E=)-L{oh^5a3$27^52w!ib!(Lb2+SwopzRE;}0wS`qauh>@{8)7afp!o8 zBqD?N@Ihmdx5WFE%9II@|C~?SAQI;U%TqXGUYs|5+9DubxvHxx$;280?)fhE88ld| z%HD!YH2TKYL|CcYOfDR)8etWm(#8t_)ImeS?&-J7rX&5RC~SYg+of39V1* z@5FZL>OLafj@`IaPq6p3f4AGlo>0v}_f@;0%V`%d(X?Q2!4<(&)>M*uZpXW$e0=-H+z1}OdU9KOv(A{h)d?J%S8H(_MM3E zAdEV2keKPj-e_3Xzep+g`w%kLBchR7avLzwgphCrF;%Du8LtV+h@%cy==;Ho4N}~3 z+q&iu$qYBV8g67XY!aOI@vJ+y=m`P$Jp@8$5r2L$+OSO3SsyRkJy-lAB_4Gz-Mgs- zb1$DfnW{@7N{wm75+XwSE%q%TF(ip1LEbXe93BU51CDR>R(0C>!3=#+SZLW$^mk}b zMS8Gn+6EKf`PR@@y&9=qx{cDY+3}JdSdldwtJ5_JSRYb~`VjC^aJ0bRY8^Y#XwsYO zcj&7NoT>w|Q#e^01e+mXa_>Ch17q-Ixv;!ii?Me!Ok8$mPtS92lhrX4;4K|C0=7FU zb@$ZuhE_jH9ODriXT_9*X`PU7|LBWTPO8F+kA3E-pzfm`Q2%3aBVB%}dCFn3jI-R( zP3gfNg~lihUXbtM$V5E)uksiKL?(r?x3xa4H;9o^1vgW+m1SSCTme$1RgspPZu9yC zz`9&*{gd@MGA^HmlnmW|$7gx>55CalM+`=uU7h21lluj0A9OVcD|MHejPeCN2cJf; zOU%_fRB}5r_k9j5yx+*Gtm3jveuV$WZ8NM{#*BVzB7Cm9wn z(SRCCHtVUfDoy{N7M;$9`moBqvQMfME%!pXMs~)wyr@=T1*?$s^d~ccnw-v0=20#a zPC6@NPPHLq{5RD1LhE&H2=gtksPy;O^yn3~X~B@(9jA_>DlK{6$9U>2;R5-lmLq%! zO6r3D0u~bi=wf z_4CSm(&>J7XYBh#f`C=I)iVHLKqH0!=A>8;S15ycuO{shykbVT11666~e$cqZBUqh~gd|uZ|)Xk>9&U?cArOdHydS0POY3#zIDA zbWau*kt?rco`Z7p9((*!{E>1uSIw#Fl7_kt4-8W9PoPG34e=sm0(!y|FFG_9Ijy$^ z+K=P7z%<}7S(UTX^r&UNbJ<6z_$kt!y`fPM?lGUuMtGD$i?CZ2#{ip{#<8}D%1f?@ zj5cJk;0cs5X3ZOQ$LZ2-AXC<-@-huj&si7I^Sv6)aR!Tcv3HI|LX!x8x5#aDcjr=X zN1fD+mo$GeNuqKhMMj99MP#s+Et-eaHuixt7P)C{>)oRxZh_qNT$`vuc)OJtC;o zxuB|&Gt#}}s=t}(w;u`57Au&vw{jyH;i$2)F)FT0=jEe`Ol>zYxV;m25 zxe3*vW)__Q_@#}^PZ6sr(?WWM=OqMH{kOEz=Bz8}OCU`ytgqOZ=J}B}xzu=aI~vyk z*3hC*q{r3JQ$QR}ZfGkXcWVQfkkjRwD@2! z?pwZ)hCmK3M=R8%d>;G1b_5uG_H#dB(V<_77ZwG1BSM>@5Y5W0JDv=<>M{FT3ag+a z0dpR2EY6f*TuhHAB_3{elpo#q*PUvmwD%ri91?ZBt(}pe?3QkUX z=|?BHGL{2i8y2M4OeV`-2|v$%{fM>?7Tl#%_nRLpI!9NlWa~6F@ni9+LdicYQ=v;M zQ_(MUpDkPDtM(YYwkg-ERQ8{iRXtCLfcBhrsnJ}PFZH#Kx@sY|H@0+OzjL!J?u~g? zkgzglNd4(1`pTOVxmX-7{E9V%ZxuYo_R*B2P25@UjdVPNq>$QM?#YiZluKtytPO)& z3`<|=EVk#wM4zqMcn4n0&=l7>&2ho9RWW5(Ow$CYfVoxSDRa^Az%paZ^mWR%%MLHz zvgf=|jgiGx&}vqR2&URZ6hrr{RBR@ZnH?%Z55Z4uYB(61@r}`#7CkGtW>B6p%n$By zkI;|r>rPf)h~~ClX!N$sFEejxUf%w`aO;6?Da_z$;VtUl27(F>)K{-VWOi3tLEHlM zvFfv<93P`UL&0RPE7@CpGV0Md&YkSgC$|RA=j1*uEnx@HD zfWZI%>D{YOubxy8$~Eb}x0rMPGUqAF)>!0Eh}FiJ4mExXak6KMHAtSiFCIc2d{0P- zx58Z=Div7JfmDe^|7n!#(eI;B1#f1*dyJsPNoqPpA-n8;BCl|=`Y#pwwmRcaiR=pu z2JA;ayR#i_tpdOA(Af)fHl*)S*Z1=PRlaVl2`U_^UhTYyBg*x8rkCDJ?or#ws|(vI zB9iK^MS`-j(up%zjkC-?>NAzpAnK*30E-(N66pdQVUz@e|0u^i3Q2yl7mJtX^Rn#g zyOzfnol-s`&T7qkE(OB+AqGVT1WS3K(Z8fmu$U3#K)IV8x5$)+M!h&EVa9AyjejP# zy2e5<0;-42tETE%QWk$crU(bWNBMZnok64YE)3)$f|qYQJO(_ zX*^crFm35ghBHjzud0d1ih@zxN~Zh%6O6ojMVlRChlsBuuSAw|A;i#xud&UYFtGPVNsP@@Ebqt(e$%0AfLa8AXqR; zZgEdgM&P8;o^zs#6yx0-R~_o(s7RX9l(keMPjBH*xeue~FkgqkZR0hT?YMKT{HzZ< zoQ!CxS*zrb}R?fAytCU*9Dzfwy#9TgjXgCQy1oT$Icy_i#!?D<&s z zI}O41wrdZJ0r_xAWt%dvqBm3Rb*XHX8Y=4({xBBr7X7v4_41dq3a88eO$qX8v0$x1 zgo9J|6cbt9fYi`n52CEgBMlwtO8g#9*&O+R($r;@W6T5Kvc99gt-e>I6GhNa+nz7R z%8PGc5*GXTDrpkBwX){i1efE^8rbi70yCNN*&Ou`1fqr(h9Tm43P)LUzgp`4)F?(c z%c$2$Mf#Z)h8(2L59H0oGC1HeaOK=I{f|pyblt`-rzv#zPw<;?4%hjVtn}`wSBQ*i z_`@zMgNOI0&q8Wjua^S6)&TJ5W{!=xXxyTuBf0P@44wsi9Ul`@?x9L+1QH{9+@G~$`};67VBHG_1(q1p~J z_=tJ1!Y{G%b~>+0LHIE*zXv(99>Ll8qRh3qpGBDu(cSo8e%lzx5oGTp_9UhisOF(a z=-6Z17_^w!M8&o0bG{w)S`4oIlD5}n3~+}QnfD@uYEu+0aJF&?T{bBxh{Yl{09*;n zqR9G}5J8t)eJF;H3vAFV$jJ1} zg@uunRT%2GLof^9BkX%<!+%zlw}pI+^2QzJU)9&@Zzj z@@%p4$ydT86(@R3ZX>AowphP7%VJIkZcR7t?M91Csb{U4kQu_@4tpLpI#_?uHf(PS zf~mQwZb}>%7v4UVszIE>4%>!18iJ3xxtX;*+egE7E$w+T4^WU0wy=zV=p_EY4;Qw- zhW;`9mumd#MkrjvC(Es*!Su8WGQ6~|br{H(>weMSpoM4@a^V{|X{z2KBFO*H4pMX> znfe)BQT|Ihvd!U&7)(tGNlAH0Jv2IS&722(n=Hg~0!`p|O?8Jdo4L~cRd=cgdUa5? z=a#ccg|i8v^+64udJmBDs066OR&?3b1;CzgIiGSg%iTBOh0pxME2t1y4#8TNp@DFL zvB_T9Iuj;p+c7?W%yC9-Ulmrx?K>-zftRoG(%~$^Wq&|WbgAKT_Msq9Ap zhg_tZDm%%vs8p&koXENx)&u`RV<#mz<>blDAka}-na-v85J%ao)1cTMdzRe z@=9zz!Wi0qOW2@#JC4rslba4vr)!*JPPom|Hzu@SuWx+?tF>1tqij#!UJ-oQs9+D` z58g!Da4%{el|0;@L#!7(SUKyy*^2FL=7jxOplTe79Q4XG`BP(!CFa62ZX=Espf=JZv3KqSzABf&vQa1@K|1k@!*dAG_c%6yyKd9Z?w+ zFKa|4JDz;mIbVvg?%XS@!n4@7togYTsww}K$!D5G*#vq7$+$?Z;PVZVlB>Y3d}6Uw0)9l)DQ0@pds1W3CFkqxYI4GtQ&jX$xckPTksP|u#LufjFE z92YkKLi~K7=do~mmO>zFGa}5~X2)wCw9GFLA6so95)Fpgpv2oj-suW!Y8*ox>JBGe z<>eY`ur{q(A%_4$LlLf_w5Jrg!{q9*FD}{YATgT$WGe1EsS;}5q6Qbea{OMrXVzZC zP(90W^w@xh46Yiwtm#D>I`CrVYE6yZ1+3MI^1r31ji^M3KoMLoWcoW!2wYJNm)M9t zfW73DYPjbL+{%+l=lAj|Z95RZ1F+*eSG6bG10pPJ!k2CSD!lS$ap|g+0C{}OEy*`y zxPy^QvfZei_dXvSi4a=9fknhBRs$`ze412Eht_*AP-o+~)W@7e{E5p#;Ndc9CRHr6 zhi>skZ+f@ITZi&#MnFCZ@4`RgQVMG!Ix0G8lpFF|)TNqxA$SbT;r-Thb(21UeOW+}unuU5RnaSesB?=aMGgT`+Y@y3&(WdB`pB~}@NFV!e zE0tUnQuk_Ss5*@a)@f5V9VXMPdgkfILNB|%1Mv+er0D?5xhbe6xu!IOT%*V@H(Sj^ zH-NIETX0)Yc`oXOvt#x0)uB91tl#nC^hGNeh6@)F;JDgL~ypkT&w5zCuP zZ&8Ip%!bR^(XQ%LI!Mof!%I;v8inyWKUq6vJiJ_!Df9h(dExx9=nI6t{*~GP-+D&& zC(;k)0yL(n_dlS;<308HkcodrCv|#`ba9EU z=eZKl+MoDW(e7JcF)UL@<+nvW$-+khlCFqsZi91^HbR4ECs6rrUD1z89>)~{1WZyMIhSySt=SWd@x=bj zpJY*On+IO;cU+wnmKU{mwcA0OT{QMXKj=aBucQDc|EMwjzcQ^kzV9M`AvRX6{}!?d z*~Fy|ViM#>kI%}>0+O1`b*j4j0)R@sMNjIW6#7*6lhFq#g8wPvX1My>pm@%wCdz)F zsaxpf<#*OaqS;~|yO$MBHN@2RX^?5O2w#ksy^8#@bMl4lfx94n?)ud3`h6Ac zb0`cp1^5@CLG_wg5%uLAbJ9}bjV?~%dQAVsu+Upy!1fG)O8)0mBzi?}y3aohtYM79 zcSm06dmtV8N?f)lek5CDke&iPyXeg?%otP!ZNTjYgDja<)PAwakctBmAa-c*SL~LH zqF2wM!A8x^!`ktlR3sOgeim8ci_h^y=eeWl0~CsjkZba!MK3{oevD;MH3}HqxCI|< zZ`exiTHRC^?I3dJGE*o;P(<%>D9a#pSXL0fFmWh<0S$9hxg15xckKLfs)VT!qE} zo8milx>mx&aJe0&l5BKaEZpGZlhc|MEB_%z<%7(vDAKtN2&*z+QzG{C9C!N>F}iq; z)m7AgQYr{(pst;3)>1MM6h-uKxpjw=Mdvq5Y1R@u6zj1*Yc*DSu{)yUE|>$;?vW_G z(o+TcFRs@u#q$|%0*mG4P{61{hW59syi+&f{)>@JAIk?>jq$X8ocqVtQHS{OVe6wQcibvU(FdClnr zL7qhk1Ds@P1DW~N%$+pg*`Ap|m_y6wqVSr|6;>@ZS`J%s#}Z$SgBzb26&c4$l^NXN zV$`M%5>tp%rxiPG%MS}NSX^2njT}|>M`(}@m6=sZQofEuVEFvs8DnMyc@_OXD+37P8?$dQv$Z?_$`0d(wV91#;xpLi z0^444zZ^PM&^-ju{lD6L0<7Y%rgQR~G;8S1Vf2s2zJ`m{%xCWeo?%UF5EG(tELm8> z;T*ziNT*;pfzb}T)HXqe`W%0KV#g?XyQD(=r9-^~I1=LRUCwjoE%IHKJOGuab#wi*(=zAfkwBOng4Nl>MVIo! zO{aouZ;7yT>z%#G-$}Q<1pw}#@%|H|nvG9iSD)zs9;#fvg#^w6!)=@ASR=J|kpZciCimSvp3M_&rpTi1WzddPoc%KQZ?cMI1$^xMSuS2EdKwb`Ba-G|P0m zjC-~au}7PaIMx{&vz_$ixP@{!eHRKdYKe8>uDyY|hw(dnPQ4K&QjnkMYm$@B>ugMy zK=^l^Ve4kC!~mDeg_owM`T6_IYlQrGUQQijx;`1=EF6J*prBflJh4wOF1e&v$z6TY z0yP$v8z?TT<&|NFo8yv$_>Yp;Xy%!>ltS#*(J(dx07mtCm~QBf=!S^0R#Q#A&D_$9X)BpRIFq^@zL2tz?D8n|F>@KI+*# zhSdXsat=RMCLg|9Q|_vS`imz}8@5Jjn6)wtn_!{mn=-qWhzfq{|JU*QU;}`5tySeu zSp*A|`UJ^tE#?pZOf5YHN=$hOmy?CiXYk|?evo4&aA91>ccD^TOwRL{+P^ddtBu{> z&T{MZHzD4#yJcFM7q;tbKdR?U^4$Cdh*Ap5+OsaJTQjvj6AS^spyDJ>Od-bzU!T#; z%QXGgJ>3NOFoTrb?&6-6Wr5FrVU)h3_1!FrrM%NvB^TA`%%Z2d{Olkb!Ysb0n@koz zPwy!aIZ_&01>g*?bPRgAx19~W-9**(QH z7J{2!7?Mw>WX7sfABg<6N-C+gI9Du_7$c0>O__q^7rDzn_X>WqWv zW8le#<{iR1Bn+&8_?_kvE~hah{M(D?>$l!mbdNRwWu#=XRBWAXf}GW0x=4{N5?pY2 zXG!ibP&6Od@n;Vno!Y_aHaH$h4i@?+r29lPG}_pI;>^E6F&O-EgXD8$W@pJqLYzmC zR$HXNGcu>Mq&^SXU8qNAxDE>S5kK$d+1!8~bHO&W1zdIgH_z8}_QZWDNpJgYj7%9g z!;lyh;r1Zo^d{39-;NaO0rLp2zj0yHB+k7;dLmn4vP&sLT|+0b)?*m9w|%qH1OUE< zvx)1X{IRlctkOt-6OI`&evV(K7KIQfST5*^#JOwz1mR5D*Ek}9A3%`bFB|KrQ8Mr0 zZr5+Q!)ZUB;ltL@Ivhi0Ol6ym>!&{?a1!0|3UQ!p&phYo5)N)q)oD^Kcx8BR+n%?d z&bEnw>Lm9=1TtOs(-v3;C#Su?+H2~Lu1dFjR2gRYdLEp84O0s)OWLmZv;J^t_SdBL z_OrDEd=+oV_RBWGLu^!~s+M$Jj8^0L$r8#bY$B7?NXpNI^70a4Y!Ef{FBqKB@j%mu zzV}Nt7H~~`QU?rQqxY09@%s2neuWtj!iNT#H>D*1y;I5eyncbidges)r9O2L@38#l z`v-Trkjf@zV&&huvnNwIVL3>|gjfpY6fy5YHZgpc*loLR4)Ic6zs|9cJ-#^Qho7mm zbd9iz9Bb-pZ0~2K@p%`vWg7PtfhpJ7IvSy6SGTF8?FCB?II4L)#!>xv`K6uJoG3TUMa=J&(Q%(0O$*fDPLkfD&jr8HWKPSv)R9 zdmW4|3TU|yAZPHW6zN~v!%a%GQuY+ZH&uUBfMG#r<9L)Hmp6Zq5|8F%=H#CzkU#v7z{Uj8@V;X2!QwoD+4SAYyBT@+!Z_&iR+`>0 zZ3Q&xA1%cqFdG?k2I(TU*>#!ey_>J*z~C1S(uRYH*GVv3hMbr_^!+o zscc?!ds5Ba?Di1uy|WFQPeE#Z)@6e7l?#ITmeTv#aliAiQ^nqIlDu#1E4ZU(2vrXR zZ86eR&Oc~cbEsm_F1VEvtdHpKMYYseiD+cKMU9K}gvPUKc-ds*3WZJ2m`x8tOPps^ zHgSsy#&sq5snF-Tlog<3yw4cl?X^A@_w&+~k*t9``Up4L@jmPLjjT{TE}YO*1Vih4 z+rY?Lj2E}E0U-rUNh8JgEY2q&!03EP+Hh#YKz(l%H)}5nZdsqYAA(kzqt53y<;Z{DvPPnSS!}9Ky3B*RqrTv zOek}YRE*R@gVM?*#Gh0h&%?s?77*_3yAo(SqaDL@1v!c)k@t*{dePY%$gXeJ<2@dG z%==xg_m@=4Kx(IAqI5SjRLuy!!PyrIF@EAhuc^?eO6@Y0Gj4*^0%A0W^K%_$e|u*7 z<%d8V?1NiIj@%M6;$@u1sE`OfC!RHFKZ(lUg-l247nOR~9>! znkY*oxZ;d0Q6Yo0s}Zg`0<;ZxhqjAUFjeLv)dV{N^kteBw9an}&C@hw$Hjibb&H}~ z#lrGS2y+pLa)y92iGl)))SpU5r)*+TMnd2@5@D$|`7=wewWUZ+q_T9#KuU?%l@uf& z#LzIw-3@s5Z3DS@tbtz4#+~%Sw7>bR3illB)Rv)g#Nb z-SIBaaBazz#yn23Ny=r?Frj#4P2Hf<3(alKWLXWR_}odl5xbYz>xMdu$zsWc&BJ^Z z$eSTR>JBeStbH`JEC)Qz(|}xK;~>g4Vio;?tfwgkF}W-xGE#Eyv<#BXu9bSd?pYO871{p;)=WmoU&`N?JxWtcRN(ySg<}{YvR{I9bvZXe0uik_+c!|N zy+rXsbbF!NbU3xcs`oKQ_tPl*XN1RdfD$tsr%E5+ZGDCMkVcB#acN%< zN)E;_!{_(On03mxQ1cNtPaiP+_uO~~_fv6PyA2<7o};=;`5m8y5BnWz0J@MJ4E$u6 zQ~j7C$vB&K$iy$ivhu`J`W(dN2qjhBKC3uvE?#k-VyV0h4?A$(UaV(;J73gL$N=1X z?cbqLEjUR0w-6|AE~4uT5-`4R9ECpT(tJ@Ds)lN8WJ0B#s}#QPMT0NvyZ+w$33Jb2 zi?SK8|C}2Lh8jH*TE!De0EQhE$Svc`1QK(_7c@97%~V|=Ybyvi%~Jpm=K~M_L(`RE zD;|CT3!4*Bz@%y}38{0%Qm(C}MEIOjo$~N|#UKxI$5o^Cg+&CSC4PyLiecE$0*8aH zk#M+6lgZQKg=CJ30cR$a_3hc$Z$H*I6#vA%zu089s=qn!$g?y{ouWt z2>RjT0)e}L%Q2K|0alGjA<-7vyC`Y9d-qQ>tTVqmif{3FgZ8J|J<_kA1!nG^&@Y~( zVUF<*z4TPjLW&FBkB&wn%uf36r28nHGzd?}Y39Sn1br1fr^}5&8&lMbf>DV%kjyA9 zw!XeZCb1M%+#D}a2ZZS0F|KN2SS|{8;HP3eCQX)r#ippjGW#=1*0MavTICSyU*s0D z>}@O}@O^wkT(?zhjCDonQH4@@W&vQ#N4sOkJ(zeE5p2T<7s^nC>bXQd@zEVqQGrsx3Icbjm^oj~uIZ_mvvL5go;k$E}s~_^~ z>><~?d(KphFEa_jJyE=ZKL91byC|h(9;h;vFR~Yixf{5!Bkzv;(tym^Z-H_ydy;uS z{*XqlQ4KCqHVW|tLp|DMRC#JB@d8MQFO(C^ze}%BcQJ-kx52jr@=`Q=9dAXC&(AVh z?Y()v8svfu5?Bpd3=T}C6s$DS!KC9v4nHAO7-i)j1w#CYL_ zk@4=c6>QlYK3K-Thh17_4TF6v{GoH`!@pf8{aVnBV;dnEA0NmwLn1*_uNiy$Ae>De z?O*-_Ibf$S0jw-k(+L5h4iZUtfYLLd!BaYxP<(Eg51w%Q zoumiLBuhcMuAgagbqmQ}LJ%Yz|GLmDD8WiQf*NHF?*8McQN+Uv`wgXN6n-{d;nlLcW-Z|%f$wu#x856R?Tna) zsBA3(KRf3CZ|nkUkQ(;p(20$ zW`bK3!t|;|E^(G!($aQ^K#;#9H^XEfyF^8BiJSeYYN6^>y@$)G$gLvm?wn zeh)qID!y?4?hLJywLDOrGjD{#`BeUyq1xN_{-q3vB{(*2XKQ?ack6!)xy#Vc;>WTC zR1e*JP(~2yBx6?cPbS|M0RZQHKP%FERAdRmo~9aUG749UCC}^9QOVbi=vIs4lUB4# zVA+aL*#@&27R88P3letw3cvGf!!p9{@vlD5;F<3LAaL_lvP1k;?2{;XQywmsmyhEZ zy593p*GSH?74%#c5p&Wx;F4L}JqavJzubS2IkK-Krx4(7y24t;fSYD(OwPuRK7Zb+ z0pDBfFw{>_i%pG>-aGz?3YjM`1DSOxk+pkrilxLy2$M^-`Kr7`xd*}J@iqq{?igLNm%F?WsLp=?g*Ki9p}cmrcEPd8`dIHsFRQPw)QN9E}<{Y49GNf#$sX~R?u*2RX<9!qZ0}$hm+5N`VnkgU)wtkswu zPJ2a&$TyXLpp}WIo9~)Zh}u$YC6mP|BoSKyUj@@pqrfLC%5}3OTN_dA6bnSE1yZoG zB%?xz07BX=Emq|&%GX~eCIj5=;t}Q6prfVRhogDW>j+KuIJ;yH^bIh2>z=6Mh0Q5; zzU$_fJe{DiZeUa~sR-H`H}`j&Ym3y?4P?pMc9G8_1&0JSu9H|?LqQ_6#Vu?gRk7-S zN$VhG^|F+-Qjho*fe^esTtPy%^E@7lS3+btqb;0bTMCHQ{xa}h{MMvPfVK4~`S+~f zF16VBVEQx#&0Ej?hXo-$@?f1O%&CCnG_h3%R&1WthpTQp>@w{_#WeH9DOn`uV%Lh6 zSc7fR;Br#L6vw;$q9tM4OJ3L3}YlZ}52?aZXIB@o)!&Y1*{s@&iD`ZLgqBmQ0J(NLhpEu==VFa1`R+cihFV0tpe zIP)#};0n+VYPcK@s!LWlcwn<%wS^ zK4D#tn?8ZXFJQzs@HzP`16>tj0|rg2F^BoH0a!h|rdRZ0jw-G?Esh!}{!rpGu`kjy zC?xzqrLHrM4--+$}161aABA zr3EWXXJ#@$3Q4-UFml+LY4}9Q%e7bqL6B<2=|-7Q2O$RK_^DXye|8tw_yTNSfFXM#$MA6J_Lk$FU}5wiHphU(!=bOnYtSC z38wp3=dRo4ULS~|WMu1XNzKDIi@nZd-Drh=RTu2TfCwit#uDX8mID+)Ja~pSFPY^u z=knHRa@9>ex8DqmZ|+ouAT=d1V2VF%H0Zld6{EqZe(p?_ z@%f3%lq67cON+SKB`B@^tH?`Z3ASf7XZmtQrcr4+F9|D_K2=ng6m=822%<~1rDz6w z6oJiBZNJi9y~ZkhDrhQdDr^dVilbI1{Z%|cg{{9wIsJP&OnSf6VcdqRS5SuA6y;+IC#fLY1@Eta=a}y@QUc(Hl4ybY5#5b( z`OA|SA+g9V39s(GFkt0{x{;>L9j7P$-0-SO{|d4q=~4S|ctm-u(Kh{%K=MqWKc0;lJqQF$ABXzR~2uH9)5Ri4Bo zSlnVG#A5NB%FumumzPV*IaC4wMo;!S862~jmIXYKb%H|FBK&2p6=JfULbPl|Vlu4x z9{DOfHz~uloX!QhX9M9&l}nJ+MaL~0!`M&i*wO34w9R#~SY%G?n89DYt(h)SMR$2( z(x5obP#%SJO(Wef9NWK-;B8458XT~zTE+(pXcaL>bZH|Kp8fJSv3AryzIHH5Nqs%N zQxfC7ouHlPFiKD7jBjs7#3kru5MS(CQFH~zdS9+p2#c>t)>Sj1xhaRJ7pX2N2set% zybWo*VEFXjBC_mg?2V?Rw9J@nAxYr$71=t|hC-K#=JPIl7GssT;O+yD=E1%mX@pPm}Ii4V^F*z`zqw`2s$@|WYRw!cPh}~N{3{fuVrAd%7EQ* z&BF`P=#{_51bSEf5hfGlVbbpy}ULEL0{)&sJoR_?g`;iqv-6atH3say@ zBpl08+d}{nL2l^<0NK(P2-b^$ZvUqZY2FFEm*f_U;3T$b-7bb8UlOz|rchPZXPW#$JshHv{oj6J#5&Su;&p%odIP{avq>se;?PPf6zcxl2s6pV zPB*CGSZM1^nR!1n$UV``*)N#>RwaR5dSU@9Q3)T2dJ?5=YSN+th}01Gf69Ef<`g8@H^sm&iRlRwhv8+Br!~$TjD@{XCA<D$C+Oc1)cVS>@8<2EO2wE1n_0t?enKkBQ-7(IJ$97xB33gN4Loa4q;#_|_uOS5h zZqz$J#AyT2q9#LyQpzR$OZ32$J=B_$X2g!|oYnz0mN6R3L++Kg48f=IJWRTlR6ZZH zFvVq7;6x*_$(X%fR{1moNl zdh!5GcFVU#RihsJQL9V5&~O`t67VpYx%_PJUq8rD*h0h}+GE@0+QWV(k3*(oq$8%= z4+OQq=;@;pDN5}_vre1W$qteqx+wa>f@rE{n;vm-p|F__LrQ{TacFpu=5uLG#k<6M zCzw9nE2owst~GkIY0y53`N|A`i=SySZE4(OBpK*fDv$PR$q-B`@s`S(RB8ddsJxnM zYag7S0w};Xfn;ig2s01QEN?>rU_|q0mMh*FA`SKh9!pDkRJ01B0qb?nau{bFJLMns z5XlO|4?%F{mhyy7{_y9P@_A~gtW{daIi>+2{wgS)cn2CpF?u|EX)2-i0vi%KFbiZ* z3*-XxR$zJQbsUr#6BLB_k!Wu1{6lILKh8^W#?CiImLAHW*NEGXQQdeVZyfnVQg3nt z36ZI?jK;4fhn$xtsk42YNFAg`6`0CFVYU3-Z1O7217lV-K)900t3nGQQ7@F(43Lp+ zG}hLTKaI>9dTiQ~F=1<5k;;F-{nJUm$@s2Ow33kC@q_hSUs6D-&y38M+9DetIyl@` z$!!&5+4C3hb_6pa=3Yi_H`RPceYIp?L&?om=2h@!Rs4eSI!#9gddoH!$Md;=*oM+{Jh?7nt4)yeA(0C-j8Me#7(W)Eax6b5xq)sV^b!#hUA3TZ~ zvs1SQqVJ%@SfH0*Mj=?9DWZhlPS&xl1h9@o6RH&e#d92tk2vtH0hif;fH;?LYwdGd z_ypewTbq-7Vnz-yBw2(~nY_EoadHY%o8XZ#zdu9cgy;fZ*Q$%T*ru5ds5mV=6RmK8cxaY;@!O zbQ3Y^eQM(#SN(U8BU_it+%BfI_Z(!|o!A^A zhP84z9gHIu(05Aqj6BKdA>riKGPvO0*I*96!|=k{Uldf{8n`6hyEbcKYq)jzPFyav z>8h?itwp-5i@ye#s#)9D395A??=a4)Ragi|IcP1R;y%FWED=UkXa(1ER(=Y%oclI! zw!KUV;7$*P9{n22ge5k8a2Ng5ik`o{=)6Cl2hym0UkP-=A};Q8Bn5PxvewOnZbJ4I zj(nr6!R~k_SrsgX#Cl7=1D$R>;V1uN~E#Rv;OM2lOrd^nR?Rv zWjcRiV6B*YI{@e(Cq2_@(c=oOu4ab)y%m#6teQLoEp>0;c9Is-uVofeZ9vI|VTB6w+{)Xy@>l(_=B(qn4SpIae07t;`Df5{?XZIw3FZmMx+r%^J|6}SM zfFpapxbKZ^+t_Su+s?+;#> z&gq=2H@<5t>9^uVH{$&1k7TNH=ySP=f0)Q5g&gAnd}d-6rmz|LdVI~fJH~CuezkHi zE~U!_B;r74E0FNM-i`@iRqf>R@w?9nl_I=E#IZTozUoJ=T^aaM-iWAU+`C13Ap(W? zk~rQaWQV}DV`Vf?m^P03k}-xVAnTQ%aoI|>i_^2BG(>NCg96%b!gCSvA?M*AcK~^l zCTH?qv8CTyucR@5I(zFOv{AoWQ#>EHctXalq=K8K`lL>UCLtxZQ#grNTiO!sfVZjd z7kX@y`4Vdc|Niz==O8*o%w4N#(oxRg+Q0F8o-} z7Yr7pg-VTtepDP2uH84FyVk2O$=`p$lB-S?nAhlH0W>sW9>0djB+dY1a+bP(b}mLd z;vdFI>hcxXM5*~3uOyuhK)C1p+eq&V_;J_Uu-Ym5b8?VbK9L~aNFjxm~uR?@0LYuz@G}c}X z=3q)L0?p{%+~)T;BgQARFLTbbb*;`C_Lqiv*{z;JgEK92<)Y5+`kyhN7Q6i*LgVofS3XE9u-VND_#j@i zw!Yc_;oAqApWmz%!yiaHP)eNPq zw5$DrL!|R~Mqfl2ydou_PZ=9^h?Cr!JxZ%f&Z;1IeMUh<^KiFn?3{w*-YP6<;ibpt zpEPtgA!U;f4opeqo}F(2gTVEvbv5k1iCH@-i1p)Od(J%G!q*o9wp4ZOx3{80shK#L<8C1VN-k!Pt1Sj{-AqqWBi#O>4 z+P!LOAIJ|Gt6Af7sXPBPKs6y%>^bu1kFS90%*Kc;zdx&^?q^Sty&=#(dhyRPE` zl@%wFeAOHUO2weBeRMFpw$tvg(HGlev3Ph2k=n)@@k6!^I*Wm6yI%fF;je7y(V_ol zaQOvo1}<`+E_K10e6k4yYt~5_gP|%2dn}P_AIA&;^gq~}BIe->ymJ?>Ga{^|ka4kS)0Envc1Gg&vx^Ka%3Y{Q z#0D7Q2qeC|w~NhM8+~mpg<+8X8d`}>6s58k%>+QaU?3H+0?^NJNnKuNviG$GY#_)I)6^YH;ffIDt-t zFO_E7vDsqFd~0OgNjjXy`AUs~tvxb3AT|2_ufP$X3;XaH{5ki0x{cgH`gx9OH=osk zJy$vx)klkW_jAfB%GZXFq5)Hh5N|2tiD@H~mDc4ebg zCmI!5Mta|e=6&o4%bAB+xX^2tm@9EhHXFl2kt;|5IDZFa7=vds^N7WcV1CZI zo?Wb2>La$4sJJlgsE;S??kIwiIoX^80q^ahWj~tqt%&OWeOehShyNq^{}TYN`pLBi z?lRGV+91l>emNHCt#(riK_fnHV{IJ=&qyQ%*das%)Yk3`+R<^IW`_3Aw`f5&tvrz_ zzZ3|CJC?Q$l`7Yt^$%2=wAcejvJy$ZWq+1B<;p{M(^P=M1ZfgoQMmqHrocFal)_k1 zqcRhyK=VQKDA*)BT^v69RkZRKn`009upX#Qwb`PtQJW}-=1CY4Ti2K35V7TIYApW) zykl2{8<4fb!%G-wRTd%f960}ll?Oyg1pHfe8jYZ zB`#Jn+6aRo5)f|I?7XAxIFqv=lE09$Whqh3AsuPGUH#P-zaW|n0D1-?HB}W*C>anjS#6VSt?#&g{u$8!*Z-kGfWtn4#ifap*^ z*dAxy8`zgwP(xgSEdRI_Oh}i9FK<^;+(ZgIn_3XQ))`L4{HN%`IJr9eL`V$srr!TZ^RAKl67NLc&OvjxgVu$7oq6w&L z#^M+0RjZCDf3D*mB5A zg!-C9q0{ihRbjS^eq4CLw`sMUiOV@hI|nb27#<`oSaLwk^j z+tW?Km#h8;2uy9}x&`Li14ii5whN3HmCF)9b54IijU<^yG?+#qH*8mINVVG#m_{^O zjU;l5hn@#2W&yv*5?(lCPXc71pL8o!jrqgUWGAvO0cMendp$2#>ZzOGSGO-~Q}o+`KCwWq`=`~>Ya`GJi~kug^Hi{kHIp*I*HG)V5H{49 z6(K>mJt$`D6oSLu1^{l^?4QY*T@^?GfwP`JrWE6+h7$iO|AQL>{e{_`@(hC9f2}wPEZd#b)p%|l$#T{jxdZ}P|g;l<-A$K333 z(bgoY|ZVJrQ$X+t*9oT}~ zmQ&3}-GbvM77HKq>IQ}lMVmvHIP^FbD}gZg2a1+4#3d6{MS!SZ;Mzmk%+sN6(16Xt zfa39XiZED&`&~TaKEWm&dTwtbsk2H-Q9s3QqQj{Jjy;Y8%wsa
X&U0V2J%Ix0U zE-DYv9$*T}9Tk3dVip|`pA8xzBJQ`5l~#IB_RNa3p*$T|ZvNN0G?uGXVvm<8q(l$- z*_vG`^^rv;IEN(gcNCg>ByhP%2vkm63=K5D2`xn1(E0GeSTs7Oq zOPAvboz&F&FH|$((NFg@(gh@$oohH-+HWbo|0iaYbs`Kar zh5;kLe&@WE18#sZq%`{oF(Rm6i0J6czhvIB^&bc;48!-*Oxd!LJ*Pi`56b_dG*E~& z(~4MVAe?iUoCeOUc}PLDg@)sf3fehg3&nQ3#PB;kN%>XPp9@6kuY#P=WJWo>#7{5^ zP2ThZWvHG=I|h+-Iqk<6rn`dQT5tsi@5|h@{Q(CqW?~6cIBfU>Sbg1KP(~VNbBt&6 zcp;%i$M=>AB`0!bkr|5SjN8lqQw}fO_y(^oa8Sr!@H}lD2<*R-DP;R&t1>lHEuiqh za}#ZhyGf9CfWn(58)RBLJbQwwPYAyUBoib;npRK|@cR}qvIdN^rEP=`e*ta}AlE1K z%6@2tFs;Yyw-7M8+!lU0cw<^^9^$kH#$NIv>~1z!cjGfNGEn$4Gw#U0ii&BcLMcDt z!E@>b>5A`BZbi(q+TNDa63wf(CDrRXwJ6T<`W`2OZ^%$*XId2hYc{3bej{OhycGc} zIVO-cBO+R3*aNBM6?4O}-Co4r7^7vkg~JR9yqR?*Np~^o18W0S;7p_f8OsCtt*vdu zXHXh((>Mp-r#8b@86FnC&%8=LfW~ONS!dQp=a*l@&5k}y&PLr0=mx5lxJDV*v_SLY z-z>hUD)qy;h526s&Cl6y&(%H18-3g@k8@^PkQ}YgTlk>1ibPkrawNhfZsP%(9Ii6N z3_F!1=IbsvU>=-l;RZl_+bGqY*c#W3$A7jNVz72I$68`Tuh){hGiZ>fj>^-=Lvd`B z6&my?17YkhcRg>G5Xk7F*cFVTqXZ%{C7h%NLFAne6W4!3dTJ1hUm_GaD#}lnA_6_Tx1u=mXHgdZ=+k*-qyd(63jP?ZmNZD?Y!0mzP;r3(xg4x&PyG-aHG;! z0uVVo9cT(B8g~pZ;WfXUs%>&rwvi8aI5@afvEmSd`&M-uK^~{%MIdV{c;{`@zG9%f zHLWK_R&A2D`Mn9Z+c`eo2dt7$D1`<#aSMIg8P8AnoAk#PILpAK znD5p6BHiWA@hnRc|Fx5Jz2~gSU|T_;71`G%%gf#f7sU!YG|Tf`;3r>%bh&s$S2lN8 zx(R%c!UW=;Mv}pSBv4;4(>G%)EsGNwk0)nNQs>1dlG@Jso}F^FJLjVi49amLM4L}0 zm8k4f4jBFsrP`x>46HH3H}xQCa6ns@02nJseine$CoGbiN+y)MOA{=_@_C(x+_-AG zGckm0obQOtYPuW*>qB?rbM?AiDO4pPi3j}viZ?0EGda!>t-MB4n+1Y4hI4saE;f;> z6qEKM-myld-W4@5GY(QvOV|jB5>sl9ChLg^NWU50UH}wiH@iZzw)Yo)bZfYcnAH+XydoGEuZNx?@{E;^~*zi>I?+%f>DcMlPR@3!VCaQ8F_`k@oj3h~h!BdZs z%;Y>KZw$5cc?<@Mwrx^LqY`Q%u zErUWp^=!M`r2Qj3_gRLy zqC$5PU2VHGF>}bNnn^Ep^y;tee3|YN$=I{@u$$&rzzVaoA?zo1STg9)Hz(o~O+)2T z>sFcxpM$s70*e;fQn=!T?Ivit;{r%SJ9$uc#3%835pSv-?XeE4F3)U}ty)_~dajM3 zJOBPt=+mwNqNHZQXK*r3dWW@?4!*~wX->zB_hw}Z>d?E}H}4t~S_L<2uh3_s-AmzI z2af0ajwNlx^io4sHNg4LS^D+)i!mNh$z^a)_bjTvct-G>uE)kHHw>l$1T>#+ZXsq9 zxPp1w@zG}2GX^Yy&XRHA4;&i^yJ<4hKcka0T&9;%(2aYjj2;@#F}CcCwC>zR^qhnN zwuyh5SfOAE96vy$h61)_)gs?@Wt?U-o}~GV+JhKo{5fWenx_vJNg#fysVH!8bfP5A znYBmKll~f%Vxh=83C7j!gFAJa8uwxd-GoSGJwfHL?P99XWMepBXs@=gVg2~rbd!%Z z-V+V;C$nD+NwHl6gUMl!wiDg8R;Xa0ui zfSW~r==GfQi=WZxkb?9xD&gl3!W??z@|zQD!oGqWe~GxiF;hpH?ke?9&kS{G@L!NJ z8fTlS=82Gmn|PRQseqKQdAtM{nV%LrOr;3U-V~qHzc{;JL5Z>{EhO1(HhhfLIwf*q zHhfjh7l>*;2WOJNN1R~=o67pa%ldx&h^U>Vdt{vw+RY=wM%v}&4kr}<#vuZlPwDop zA?RUi{#@wsTE-SLAKN$Zh#B8>?7#vmq=Idnppv)^psg=E0s>K@BL0Qxdc?;!8oOp7 zzq7rAW(|cQw!kEp?~DIJ71cV(Prix!G)YKryId+nFu;OkFAGNdZgIl5cP07xyuVxC z7`3B|=Az&8zw#&ofafo#?A1e({KU`Y8=Q+;u$d|$CZ~iCc#qNgC~v!2E<*7FBhBuG zkuHv^aV>>Hq{@sAhxszoG~%!==0jc;*U$#Jph%xY5~VB&7zq~k@*)*2CJ{ySmQ?Q; zzKcFpvYUh_aqJ7LR3Fe~sYfm=jztT}{9N_PE*pGUAX^memJbMdfE<86Rqy}PxGR}v zuDTwGOHw8vEO{DpcsPkAAAKthcH^;sg_oIf*uCOgAtdS7_ryaK{4$gs82=Osg-6g) z4(F$vQR6n^SP3u!4uogiq!3*9hM3_Ls zXGuV*VP^yH_{O_;AK7A6Ph8TZVjY~fCMuzJozF05+z%T+euTiXE@Ow8?ss;69Fi@a z!HnU8n)>FzjkU+{JJE%E;d~aE0ui}ei>LKH7D*^#=>^Ij9v`Hd+D58tmsL~dM1pJR z4t0xJCk0eci07e&cTowlYWIPVjSuYJO>+n>!0_Nxk;leZa>D5Waz|rNe&^k*r z&c9RuIArycuVgfK-1-^T?(TQVii{94Zeo{j!u_w?Z0#mFTKw=zqbSAt`rq~pZr?!o zd)xOHZgWBLi0Guw*X(CAIeyFCuSr&Qw&_!e=WX4yX%cUOtsp3Hlhj~BWc2I<0?h`a z#sD%NL3M7D0%tB+qqS%z{}Br$#6UmvuNWagLRP@L62YjGxL!@|&<~Gz%6k?Q^2flJ zT(kN=;&zY&FdP?=LGf_Rvxa(Dx9>Zt$Bl=&(0YIXEa-owfk^4wHk{9tRb!f1BTJT-kgJ~_6rzPr;CdX!aCRk{SkVCeO{m%w+WWhvD zLI>O*x&`}SxhyL}wjT+C$6-P}yg%Bwm3pzY;YfH9g8V&5c~t&|x3eQS7eco2BW;*{ zE!T?-g=6m^bx%MaFI`q9Z&k`y{A5TgMSZ9&D^O1&`pwKRsGn86cB)t{A(9paW$pJ@ zf5y(^nw6yIp!|{ z&MOWNx<^cJe;f-Bwhl}eSF?_p-oj5%@Xo!gCL*#qf%1Ci{m4d@?LI!uzZUB)DJm}9 z1H9=%2{9@60ypiBp$USKaF9V~F|i{lQc{>Ll`F=D(V zqmVB=M_F%la%s7?bae3cT5#xK`Et6C_Xk1v&4iiEF_D4~LM*t^C2~SrER^qJQf2J#)LW=TqjxM$sycheTKn>OugXu7c-1bNDT1(pYJ# z;0Mt=$k3q~@Gu5|(wUNf+^32^l4t*&Gr_hU;Wz31g^CuwwgZDYn8~0;Q3qeqeS~J(4c-nU!){9O55`a+tVVG@kF+S~R zR?vIn8wg+ipVoC`^nPV$Gs(hMT2i1I2Ek^zUn~qE{yo7OdsbR(P?z6eLu=2_!SGy= z(Jy>1(lxMjta{pMFGOvAQ4U_O-vAw0;y=Ks(RHL|EeEIbSVr7Gk(&7-X zJqyYuxT!(FxMmm-MnNpy5FI1|hUj=LZqaHRp)5@x|I?)d3OkcQs;Yr&&b%+9IRnPZ zUX~hotRT2J59ko#{@&%tsuMeNjV6V9ZZ5148`q;eekZ`E8eo>z^rKrMZxi z8oFiunjLv0Fp$n*SxZh$$QH19cQt?KUl-M>kExHD?zChORlB{6zwrGJbrOY4o>%gIXLCnC}3_0~7AT{;4`ozHl5Z!w7Z#_Ux1{B1Bh2KKV&G{?Nu zsjOwEv0X8dO*wB)G7_ZtF~xBiAU#Sh?-%p0PPVK*&c);FTFzftnc4j1NVXBJIG^M( zL=PZt%@Lz>h*+w&66@|bFa(P~0 zAF6wsnMl)?D9q1gLEjV_LO%E1%#XiUX5`sa9Z~_70@J`;kg!5@fMTthT^zS1mAG-&A$O} z=?6Cn{NC60_%pEY_1f2VUbY)dbJ{vDW0BE{0}i7_C`_~eYODWhxj#&E3V1#}$=_p- z@eXF_c2B6kG|v=S@&8&Bh7Erg&^mFV@byz`jDp?3$CV>O@Mg35qE}|6?f+(g7P4f? zj8=A&=`CUP<0ra}RKt0C1HQWA)t?E>;^vPO22opPZV>7wuA%)hM1$syON>MNBn z%7cM4XSv@uY;<7`c0=)scQY-2l&ldy1=eyt5_%?N=omVfY_ct!M51Y^ z1o;E$PJP+k6tPC>bXeMHi zh2v}!@E$4)fD~tI3I{Q>enWj+d~#*liB3nKG^+&cNhJdV3F3&=)rtp|j+R*&8q!P4 zaHso@unI5t0HX!;+&lKu`|<~JsnN9TauzZl{ma|KOZ}bdeIvZI0T6(oo0#HSuPG2Q zzu$Za2nJcUZIRmovu%RlSP#@*L$F;cLhGfA>!CyJp#!=S>Va_>2XI@5d~h`J9)W6J zINLMSiLQ5?|NNKE3zDp%SbrD&GuxQbCxM7|=3TZqAzTVZVdeuQ_X7{n=Ghe0Ec0lg zaM*`S=V`-#Y)q4R+We^wfTtfkR69>Lw;U)A95u*f648I5m;A zZSS+`3uiCV83gY7P6BuSCRfuiGdhzZ)V5>hCI`|=teWII%gRaYqXh^D@;57%>kPhY z9fehWv+3?BZTIRUvI1bPj!874Pr^^A$m*z9VOKkQobgWm$|Gaczqwnbk}{Qif-W}* zC)rEZ*?YL9QmmD6gTUSw=P-#{YJrYryBp-bG0d_~UG*BhdcFb0#3g zf9gMC=?PBTCYEYw=cI{xNhDWN&5^(QvDnLz>j&3GfD+}#W()!ntN~6XrberO0%i-T@KYTz@}G3YrBGXvwa}>8N{J8*++R zr-EyH;%WZGWc_T9D7&3#@_?*x^U9ZzLGhd)q3CZF5*`<(ACDn@K>JlZ`Rpo+3=;3} zy_5gT=C7G<$Zf>%#@B}UfEnm>knm=A0nUjPXKM_?I&w&w>J`CT4NWZ_Zk;*8=`xcF z|4*hAiFwkbdD$pg>IMN+<+@;$9#NQP+2;7LN4 zqZ^;ez9>-vQ@IwKk9n;b-QPKe>4z$#k@POyF{o$A9{rK-u20Ps^SJ>`<1MOg?W%lY zuGDe7B}O$xPC>7%N)kK0{c1Aumk3TCc#^vDT$?mxU4ZovK8_t>Hx`X;EXozeSv$(vynb`f z^Kv1KJ`q4Xg80IUmb29)-9FuL^*2jB$xBVq4^>)5*lJoFo$L67FO;v;0FDa4h8FAX zOXnACx_C*ftFks?a$5cqII0$3{Yx4oRlFnF!y7ozza|wX_gab;?n36b86>@d9u&fE zOB7IFzZeC79TBqf<>sxGd>MWhAO^DHY+Ye4Guf|dpyNznZHZime!1Mk(_zb zd6wK6O376kf<%O_=RZHKj166VBp5{ryNg9IBU2WbEkT!iC!6kgW2;++zhfBlno>AQgbEC? zd8Qc7+Rtyk_kutmq&JfhH@()w$z2Ct#lBCqv zNYdpkO&E(2`O!jLh*&K;R?qV*`9V*yLKW_t8&tpYVA)2Bj|aMXENRdBdK35t15jjq zmto6WK}B}eK#?({6fley9bvClpd7EI!YQ!hLtCP<>l}PAWzW5{0}J8DWyfn~g8l98 zb>bQ2gE59z8OF_MMpox&G)3Cy(ULN?TlapGa`(2<)>`Hg=!mN-?7k%1ey8}Zgmf&C zeWQ!bW;Oe1uzMHgA}PTd$BpB)P$9+=6mpKS4)oS)CuZ}@Z-#N~tnT0EAV6sg=`L)H z?rh{wbvjKC0yArZ8rj?(klkRTNgrj8r)_-xc1_zQKZ{Xx0o^g`G$( zGC(PfZW#ur&(TCRli`Or-Y1%bDy@)00D0n!f*g+i3F;PL$B+<~LY=hQH~(b9{sW=^ z=SO_fR66obX#W;s|LIcx5Mx|znu+zrBQLvW`>z7rl|P7Z5BYj{X( zJTUSBd^JU`NRK$QXvH<|Ue^O~GX(98$jc_gW9Ls_H*lx7h3@8$p>cM8qqn)eTj&6_O7E zJ`8pdK}|u|yc>&15Qzhgq}IxFZedn8Ku;J^s8xh`%TRMr@;DLy*yW0ra9U{4;D5+4 zbd`EA?e&ELQ|bZ=-MWI-HA{f4%baH`oRGTV{P~9Rs!HPxFyPQcc9W6FA2E?f() zD#h^Ud7vV{eM%Z=kbvgBMVRL(XByFRH~!QxtP_8;_uoRlw<+ApLj7xfOvIVCga{!5 zX&S}Wbe_#g{?M>!0Gat4-(#F;yT__dQBu&s)8Z zoY_E`w@&)U9f^KuwSk6LS&W&O+d-$sW-VGTL$>g3>T<)vAN(a`U0a@$qTk0vG{1Xj zJ8?$1uG#&0iH1`A$^%kFhB4(IeO`KGfdpcBu*{1+tLd024|R|fM??QAINPL( z_EkEGHhW?EU9Z)h^vt&S#1msbp+qPFud=D1-O+vlzniap^ib?XM-FvkrMmSr+HL-; zwe?Xpx6(XP*OJu+`M4Y-hw*#}CEQ3~Tu+LK{Y;i-t2V zTve&V(nlg2gI*u5E1|IlU#XzUTaM&(FK94f3PiP$ePei`3(7uJYf{1lRm<*D)K%q(;PM0MbPE~!?PO;sBGPh0QR8FWH0 z)?_xkW9V5h)ib6xbhjRS(g5e70Xi>3@9`r5oaEE8tw{r-_A#LVlJ5Q)qvWD9^^+Di zAFJNs-pO@*PoniTEEvSUWWM?5z>Z<~kIIwo+DkXVS@J*nQj&{_q`=j6JA9lDO>3PB zA|_3JerYSJHzRq%u$04j5y~gNmGk)U6l38&);!pg#V7tTk`5uZox0v5z|(;V67T&D zL81cUOUhr*i45#nP3~04Ctd~GF6Oyn4lY9?6a4`p%e}U%JN2`q*F*1t-`)DRnu;Q> z%jG3iBc=3i0c8&M28tzFAE}tl#?SC&UUsP3J#ZXRS_FivoCx<^s9dloN8c9#g!?<> z`whOM!{K>eegLLJxQ8v|eN7&#E;)lQ(>2yTu-W$ac(*j~3imLj94P< zTwr7UNePislotCh&jW6}JjQEj=0I0NtvZ~I)q}k?LtW;bUSf|n)XoUgf_X37+|?rF z2_p}iEXuqoV^LxJ`VUGBS7CTD1s+6u+o(JD$l7Ajw&RK2X8g+1DLD`4eS2}J86z$F zFQ3SX)5=jZ)3i;P=AZ`PL_WK0flA6VtTIeXFUSs3($FtTIRv7#b-|Qi zLz5e0L_RKpCPjlLMa`0JLYhhY6%rBMELVSsMD!RjP!fSp*|RS@Z{3#xC6WYlLz?== zhoM%iK*JEH9roV}{D*YDE#e|XqMeb#`x=1NsOoH+0_8KXWcIU@Z$MO-O;&qiql@CY zWoH#MTfT|+FtENYh5{AW9q!o(GDL*ZqV$hkq&t}z1|pksEW^c-f<#(F=Au!`dfC!^ zOTs2FEZGSM5NgbFNOGMo_gK-KIAYEZ>`PZ&I`b8`cIdr7cO0#&(85Z&`*n)lJHK6MLg`I=ZOj4V4AEUs{1|)!CyV~2hqnn0PctyGNB^m zI?3$!%ObI<$9xd7p3t!>tMF!JPj#?hvCBpM zCV@qR-!{`NCQ>imRjHb(?q%Rbym=H2&Rj-$NaV#jq5ICdeSe*v4KphItovhrmTQ{f zriFM;yT?J(bL6^3LEn@et3fznlg=QceDIOZ6z~(>e{hvv8%7xecIf<7A1n{teOYM6 zXphs{5G7SuhuD<0gC8Qt-0L|n#Ud@#2QOaP*DeVpZ9S3>3|)dmt}7NaT8!?R9^1*| zDiWWS-G7RGdrn8iystNMQbUq0tG};X;(PA>z56woqQ>)JV{`La6v=)=0)g#c%ei~K zG$+zL*1768tbNdQ+(jF-xkuMj(zL?vO^%CUUb76ofc?Jw(&zGawQ8V|i*on5nu}>} zpAEUYVUIfiL_j*lLPKXfPc`k7GPeSc=>dHF-zu$~I23=LW{8`;cv}MT)o5mew6j+<5^sVK*+U&P*(OwIR$k0|1BG|%O z6y+)sIe2Ac>nX&n_6p30LOpR+Gc zv(zvhGE5)J7PFkN#Ws{~#?U)NvJzf;^NeKe&l1V7h+|Y#*I?kYAYHt7=Zfla%fTyL zOg9pr>0kpM5tZP(DH_>8O9#i`SrfgOHsUC)avpOyuV}z)F2ZyF#u&+@087NNZuQ4Ynd_k&|V7Pmq^Ax&V3g8$}I&Ou|{KW!eJ-5x8aR35^754 zKXS?=&8vsLydN)EcD(Nx7h%xn`wDMyMY{yx4<%F=_F6orZQZdmaInsZC)F7EG%s?e z2$Io4%pFg9MuryukyDj0X^UBz&3a!(^Z`+__Q9sLH~30q0ERbsrCHOSIuN)OhQKIQ z&lhSS?sSMgvPq+bY=r#%F!bjU{#t>?hlwyBV>)BmGikB*LV>0eqh5ZM=47MXgGccE z@WJg`3dPjXGIScL+$TXedYn{kp*lHJ<+>ANj^S6NIP+uI)%uXpF(Qduo4}-lmu+B> zq~Fv$p_2bpJy%VK!_~C=*T27&*y3SHwk_taTIrPww#t?TVO()7&(TJfeBNiHEH1sR zuZ#DV*c7RoVu0iC*t|Tot(7sAF^3T)PvDwA0RtQW83j}Mg<(batG)ke!fkD(l4YPK zq!m4r@?8SLyf|}p=e+5`}3Ne0MuI5h^MZ9LJIn6yxB>j#@_DSsoSWq`)n&{b(vV7#g>GbkQ%?3(rS54^^n zr6<5KBMppX2G{Up$rtZYzci>YA!uehRMQ77WDUm3Z+y^o@Yg1=?Jtj0O#@|~S05QW zR6~1|r+Bh5KeBmWOw9nTX!Ex;|%OijEG?}D>t_XJYM@T!SABQyG%HF2^2|AG1?Uu*G51n81qKhTG)es1CxzuZ z%Z1w`T_qUj!O&>fb(l>IM$Pu;2;JLlB3OqI3ewduCL0t>3=sDL5w0f>n@-aMV-M+E zyt{M=*7HW2&8%>Co@f+5NTJah-(t;DnApTbXLwvvo%ClYiuC0#O@;3Ce~6$= zMSp~P{PiNj6tVp3>#{ss$$qoG6uE%2>JZ)vmI8ckmNvQ98zm2P6WT7#qT;|S9 zZq%|(j=m;_LHhg)Y5i{Ar9h*G?tPXzs3Hnpha>l_G8Hh;RO!0uxu^BN@ocw65Ak`_ zLzz`^`~6hK`}^%N+*H5mAVx{WA&hmG`{2KdH8AW4;B-2xo)8TQPEg@-5&7TP2x3qU zK9h)wANf3*;n({lD@#LdK2ek;0VR+mlS96p`^}n2V$_(zDiCtDsQmAID@%1_yYL1) z1_4Y6bWaAq>Eq2(kMR-DvByQaW3G~1R{3kI)bb7(`QE@x__BesmjgP z@sbOA+*?|yzJ?ChV;tOGd|_u(($h1au!M~W&uiSRYdx-O6`_4KH=Z>&TI$*PYFBg> zKLKx}-E<55K*0(_+m6I|e-|+;gq`Bfb(|P~-8AC2mpa6(c%!Sha==y0FwdPtwt5gz z!dyZtojA4MOKDsWUz!ho3_)kx$R`sz5tqK|Mcip@bcRbw$)i-Dh&e`lRB@ztjJho1 zjgoEv0LVUWQ#Ybr@`>%DH$vzb?ybb)SkpqWZyYIuGh-oa|GK5eYUeH8=aNRDPmG;y}dLM)bDVx2^WI zXs(B9|EZW2@a8_?De)fArHQ_i#Y#nZA#!=Vb{OpSG|<3ui093^yyjHasCL20^s~$b6g00tyMS!&(gg=Sv2PyKTM7iN^o?9~46MqQ% z1d>yU zg*=E;AiQkn!yj|4&50B*vN}Y_QR>Lope|_Ix_E1K{X;{&+4!f_ea!jT7XIctr z9t91eg+@=P=*!6$a z9hLmwe#tFqZ!+I%9%5xG9}4{G(Pcues#qABS+5aU3}NSy^{VUFH<%Psg#e8pI*an7 zwUQUXa)7aaUfunZ^W*ss=8Xrmy)Eocyk^hzRP&3;q=x|C$9Tp)+pV9b6MwkPw((>c z63SgaI+Fl=K@(iltwcw2E(Awp1~`*g(6h5f;7f_?E$YSxUyB0-M=_Pn6r<3EDP%d% zMCbuyI`Na9m0>!#*dhCnqW8tOgC8~ZO~AGTQ6Ia1yvU*-V4&1j5@BkALrnkTi`h!4 zNIwNSF9MX?ukQ=XP-?7t6wM6yvR&qrs}OFv`JclN0IPjYIdenBg_{9B+71ZXn_aXl z3qF6KgAz_&!_%-hBI8t3O2gK?1&Xx5K+C(1)ty50{WSEUy-^69GWIc(Fc(*CAJipN zme}@B-j8R-Slw%|1SDLd6FNM+=8zYSDR0ThJeb3svc}rm#+RW=yKZ|jUn5zOXgI11 zKa?j@(J~90+N0qA!$}$FL|u{eS__AEXv_T2Xm*ugOSU_`J4eNt?HK(3^Fbo?4-x|U z_Mag?^s;^(g1r%}fM*#$cWZl3FR-tr%%?P|lwXvBrmQP`w)W2(c&xZMO^fS&)g)@$ zd)nXm!jC(IZh#JzEyzswIx12jD%b6mZhlk#d-8P`($;)XP4ZC25(LIR-VR}*rvtb4 zj)mZr=m<%=uuSx(s7Wg(t`GRCbhm8eR+2BZ>n>rX-Tm@b$~zY&syL+a5T(>Zp)YC_ zgXSq2DiHf%>ry)kz`}KgVDYhCB*A@^G)dc_{wu@6qq?y{2#8vVdMJ~RSZOL-C*+*d zb!pzM=Ug(z=bY0RKx8#(7CLb3Ju^5CJQf=e`lg+9UuHyY&~vLBG|zsuQ;(Bx4eNTM z(kQu=d)!Bdpi7JgsJGHdihs+hNLHKb52Si{v;Ht)PT-dC-L?1pO_akYsN$sM9El~b>q zqQ`F0zI2D43wrov6SH!pCdIsj8P;gER^j0{e{-~|2d?03b^HY_RP0Nbh zoV9&~mIB=6>HtYYtd`^Lw5HokLgqRe0Ln>l<3?6N+8y02q|=YpWqk)72zfD(BE{Li zIwsad&^h04R`FpsyLo*b-)HZ5Cz8^tTjMQ1o=kb8>{)?GXSAG2RMt`N9dAFT3wY)D zHx=Y$4ME4A$|GpsK=RR;!a=`%^iUt?$;X`Vwp5QSN{C6oC{0L9E$n$MsxHS$CsLSk zm5(Z_zjB(3+>y{9WQ{WaH1r+ajpNQo3g!By;V`!Jnc#_9P(EVYUl+Y9x7K7{-~ zkRsX^k4uwD-bu?~CjrDp)j{eH!J zkpa4$z&&qRdcCR1L2gvlosxc~L4=03`I)x*YBN6-FNzh~6i25GG!+Y9h3PH8p9N>x zS+UOnm}dWK3yOa^P7}FQq`EVaoU+a|5-gCWBNr9bSfvKhh`>I|Q&nnMnED4Ml)8=Q z!9aPHJH#^>38DW%6f;`sG`At+_)BJzUeJ;_#AXL~>T@&&r*7BCy?YtBP^1O*a-UwC zif}}BRV|K=Qq&*Ln~Lg>Iz${~ z6XOfDczR|8C|``t(s=SdTO#V52X~{FC3n$jQ=iZ6CfJX*+_n58$zODFG)vot_nyyz z^4RK}C1oJHNBh*4$zzhIwat0`klC9S=XMR-HhkY>NGc1oTmDJLnjVWuqD8Vy+!S?~ z_st3fS#4GX?Dn#!flXg8irRJtdi1(<2c#EayI7j~3VwtCM~Wk(fke466o*9>Qv->)A%yw?zOG7CpCEz~7i9LAQUh>Dg_LE2A54F%i*6 zDz+J)winW0iZgnSVkvz>>RUXv`YdzBc-T3+4QSEZ{TGva{fHhsN`x)&z71cFd#uzp zTbT#NE@c-GQ5=24@GKz6TVD{+(VorxZh}DHDoWvNu0ZRof@`$_`_v4t zOn59fJI)tvR&f17ac})(6Pg?76$S>!bEYM@J)g<1nQNfg_FtOUD#wQVbBL$fmrNWS zFCXGJ56P6<0-?TZtKI%Ko8-RZ!!ev)VBK<55%XC*L+*U0+&?+CK~`t5qtn!K$y<-X zf>*LY8^S-0h`4chkg-JKKUTX9uIXFh^EU#rAX9_J=^Mfqrnau_)djv4pe{$$oZfTd zJS`CB%lESp+|{>Yvw9W?TTA&(f(Dkbe1xekNsM zUZP<$C-tx2amRuZpXj|jh&wJ%>`IG(imMf{#f#)LcS0`m9W-s{zkj_aQy^EA8hm7} zp&QMX%l5(|Y#X_MN1DO)a(#V#Tvr@TAzN(3An$Qk!T?j_fehE8+NvJsU4}bs7!3N_ zy{3xAgot6?7}1bJy7N;iR1vl-)KuQ4N?`R$u>Kgrq1*I0uQF1{I;q-WTCOQWOJX6E zFj5r(clKfq`o0^+Lenc=cdX(|(OQL%mJiIZmkf1#J9DL{wHbnXQ!?5pU?5!oLP_Tz zhccl>PVv~uKQO7+yXHq!dw3I9GB)8|{=`dXwo56vFeSCIt%ly$86BwTf6?msCTctZ zEEf{I7r@C5j@SyNK?@jugh{Wgvdf2=-^gzlaVG`zXUs-?>K1zW78c28*`oJ2l%?2C z#RU1Q@>)rKuc}uLn1DZ=*h>0I9$`ja)NhU$EWMk@Cw-XI?L_p!^CnJ_|01Fh>1 zyQ&*)usV7cjx+M3lgIpO_SQpGU*7Md7L3x7Xf4Lr3rD#SV6LhbkvB-e?YSA6&Y60f=4URuD;x}?{Hv$M!UBm!zD4hbMVYU!hTVIRofc$aWc!)1w?F9 z;j9Ht+r{lX%vG0IMXDle6LMM3u=wgZD7?R_>uZetXC`O8{Vyh`LG?eFoHamxB{4^T zMN8A=6GS(fq9kk>aMlxpNVo6;*-i`Ej@!$=i~aG4c`W-Lp{+|G==L!|x{!%ApvD*$ z%Q;=3`!lL{sLQ8+*3#b>HBVjKuiM3Lv2%O@N;3G`d1SoeE?|0$LNu4A@;G%KZndz` zWcGEZR#H<@(BiJ)o^T<9DtLK<6L1#aldFo0f=O+;FDKY>RLd2H(T{8&Se)Pc4nRS= z`|>N#{o~Vk!ijWZ9DKq_zF~h@xmi3dwUh~oTf%oMLvP}BumjY&8fva#A3Xf7_9Aw;hRnXnt6nHd5ye@<2wd#5_lfA8mD zj%3BYkz;Ld5PFSJh>90w)t)>nJ#?)L8^Ti(nXjwx*V#1Y#W%h@o3rD(YqpiJKL3?~ zpY^Px-0x&ZiLds8o<48k!h&%0JyXzyvPis>(B}j1SCEd*!IIoRQ;n=kQ2hT6N_VX-Kes^-j#}nMgAH2*Xo!x;@KFDtyG(0KJ@5Y+T zx0MY{UW)2;Y$E0Hio;cE=nflfNj!IF8DwC#+m8>Kskk{J#qetHHKpv3nBx@?<}m@w zlk2+yW^g$g{|AseD&@9P;51emz~%aFKawH1i+tk^yU1T^Y9>9MTUbagU!-vU&zWOW z)MPow4WYwPFwm!d&pAb4Pl-G`w;Hd~R>7^O_DTJhG!90#974m&Ri#|vFQ?h~KQs=@ zd}l{-nY_(KVOSiwiDvxEKBC`1!<3l*iDPd_`VWh#qGsI1JqC%NUfkZP(yy*(7SR8R z$ThkA(tV)Et!^zaER!9(6<_om~R&Z(I8l?_?Y}^(d@HpVR{f)xSO)M8zk1K=)b)-*!x>!EYm$_+3>) z`INdARRa=tPtN}iQsd4yJ!a2ni->w`Gr&b!AWxN-2o^cp zDavT%ne2*o6GD~t272`^L6H^<3~5`N%{4i>o*mgR$1|x`(KX+RIGw)@E;W?G9ak~O z3utk(#BauFIAy$|LtUaAR$j>(|0bKrGD0XDj1O-BB<^6H>7ON2$`+~4|1@3iF6Apn zq1R5QLD(pIgpa?9Z(X2?@C@iDe z^!_2;*KKdxI5o2fY{A>3EX4!7g{jNnaC8gJe}JPtb|rKCX;f7z#T>rUWuFb)@7Nvl zQv77v1D2#iZn_R~V&0)9gwE&@Pb6rVwO=ZhU(f5c`tXALz{mVoj{_c*f@txCWqS5NXz6;y?^@6{ypgCztgt z&>7ZjRhG%&MSTuXrB+wBlfe<8-=^vmqO6xi8vO5ISJP_>Z_f zkY#rF2+mKfpF-YMfwuW|-y-Zoc^w%*Kj!NmqZ)eZeQe0or(N2`};{2PS-8}QL}8OZk+AU65sF?V{Rni zzduNCOH04rygi$Kb$8H3cpN?a8yfr4lLPN%fSw5VlD2Uh@M8v# zKzFu=7HMOCvsE7HDA5T|TnTH9C>`Zlu(tZ z*VoMT-CFlN&;CECCGaXe)<4(4t((0Ghg$N-O;s5(gN>uYONrOZdimGD>TU}8YXhv= z=-GcXnN$8`pWgJ5b<|3+Q^qaZIzJU(V1;F}(gR2j3+_I+mD(Pj)h~h6v?pgwnW0`P zoLM2`M(4vj4`6@6_Kp+q!F~z-93%Rp>+F}^k59~~0d-1S{!$**mk*7kxJ zZ>GdTrmMXXuE^1*=fpS`;8{EPMv@|1EHGqE2PH6}f~$f&c@|Hzkfe!m9&<{ZRlnlI zbhQceaa+Z`4IB4^#YpX{860D6miB!nV>;-!OXQO7?A*?7(Ll`TvI*uZ=9D1wY4!rX zv-gLJRJV1m^)`~mmi8mJAXdVb)5+)wC|~yGry_jdPSk{Cpv^&7HTNd&Og9AS@Z>Dm zx?WY&$#9YVNR6v`-QPKn-=z(hpzsw&56y$x)UOV6v=gmZlN;1SsN?fh9{o0(e-d5 ztY;8cmO6lg063ECtV<4%So!8VEvN8ttq2_EPxCH%H97$;3}W*MOi31LK{B*zv);pd zwj^ufpRbOy3;c(@x`M=~g>C4>?ce*V0|UN0>w<{UGfp)>9M`STQ!a zRW0BjpIVdi*ZH9LTE{}alwBZ@udDt2_0`0_PuEUSYQL#mX{!^7kC68B26HtsFr9+>H7izH|t~g2MX&zZ$5O4#507~ z((=9{P{1Z&+Cy+-b(KnP2`6F0b7I^ju#?2JT0E6Dun7i-HYrRgoTZfzP>mSU* zMAn}CXwO4_V6B~YWZAm|HN{?b&7)>9Q8_vd<(ii-5H9bICcDG*LzLO}th1SL!;|#! zBgvwk{^6_T0lVF*Ahh7n0j9#oGVDj~SIi1MUmCs7R*X+$s76xapjW4WcjcQ;yaya8 zGCzmRx@w85S;Icp;WFmYXtS0)!7>-A1gx$q-av${!3cEcg zEq(>F&3hbVr&KTtL$p9iT7=bvUKYQ~~{(y{4VWQZEs-Y{64(Qd5*U`2;?-%xueUHLh9beRUe$uEy=q?H zn1l<9J+l2CFb`e#6qO&FT9+dAns)_kUhy##@$s9!G;023SMc(n6zWD}Io9{@+lsSv zC<&TZ@9oIG&N5oH2#QU*TC%_bK0zPKf-jemOk=o}+7$eiZ-!14Z=o{WRFDNGnC3<& zFddwEfktbI_(Ohxfm5qy_62<&_E!{!#>3O8=%<}5)rCxugW1E1?qaX^_Z=}1NP_zE zIDx31R*&8fy>lVs(y~~2oNSg3u`o&h2T7O`wc1VB6f=%u$tn$EA&}}-(j0{4@9gzp zjv}j+7e>in#jJSlWpxa&H_6Ha)t!&p!3T!F=lQ~j?UeB2cq`pRUWKtZ{=GrAwt|D= zb@PH5ktG(G5b)o0t%=V2+eXJMurZZgu`)z>vlW23L1l?LfQ|q{Krn{K;ydhN!aScr zY#twXr1twT_M{_43$)YznU7j<<7DO?O|=!fMxU{-!h-%tZ!xdPO<+M;e^LWUAWs%{ zWW1H{2Co?FF_SO5e?ZHk&pe|&5N-#2$YPD=zQeo%8Sanc7=CWI4S~7M^>|y#8tIsH zgYTz(K}wtPH8RfFy+({ zUzzET=wqC|1cdO`Bv@@S8&5^P7l(RwJPN{JfXROtYwmq_H_p3$>ICcN;QT3sp*BRZ zgV+AKx#wBZG~1Nb)KIKsB92kB;d3^PPXIOU@NGQs5AJuu`O4auT|Q>x*2+mf4a?% zV+H2)_54_0tl{&XvGc`R_@f1{R6ycX{4ge3j#J3|xFp9sGSV{q9qNibi%bW*Kqyp| zjnn3@lAA)6%0mKT`ZL&N57XZ@^e;Mr5jjbSF*LW5ux&Cao2f{GxpQa)+MXn(oK^%c zHGZa(!eer%n;t9>e8SSfOyLMnlxPHjZqqOn;nUhk=`wEcg1O5>17^>Sn}IJcH@~

doIc!~pc(jlsq8Jv=^m;7c8l^_SwlJ2#{kL+4nfX|44#0=Ac`!K*uqCy{D&V>B;7 zEnr1Ox5}Zq@_nOiC+*~3T`(iCf+L~jcT%&CrRchK!V>0v$=TtWR;z30dHdF4%9;0a zyAS@pK;hPX50{pFm88>;6+WRWO!yU94%mY z;2^H|)sW-~i?l5+0Xz(uMac1|%(p3%8#7?jM=8R$r?PMOmw{fs6N1mK-}9M9%^V-A z0=1`GGC`&@XQWQJ^9}lJhzpxYkJ~prL&o_Og_MU~@DO)Lo1q4e?T;@l_9+uE#$NVi zC=arH$Tzc|bqv@F$@SQiALV$xf9f@uz9EKe-coWFFxHlCW&-~-Za`vb74+Pw*UKvU zkgjV$<}24pCln&KWt|y_?jTiR3rt!xBYgG4QTv;!*3t~8N_(|{-YXFE20-y1`27`| zhFV;LTSbtY9mQ}#`n`FS1%8)wqtLo#Da<+$2d2Zl$>lX}gMz`&Ed<=;w9c~IIU7Df z-aMRWf-b(DeDiQyCkSJV(lZJmZ7eOy(d6`WmdL@bm5v6rf|PzPm?GeBzDx@t*l?S2 zQoWjdjt1Pna<>bExQ$yt3Ynce#9+P33BBpIP-VZuJM)nU z+^3y{v-iCnjncpWSwcwRlR3jYNwq!A=Z+)KpW9DWL(TW23e2~a+)n^)b3{`d_Qx>F z4{=bW0_)eNXGPmc@u<{+ih1|ISPEGnk2omn-N!kkr+{HM+#oAj=Q9AT-1QSRPK^w7DQN#E)iB;@#gCBT!H)uqO*`?s4Q0I zUNw)?Em}-34UlQ@W_G(i1ncPGv$e9d$#gKt;=A9xlto%_pDD5j?rrKrW|mmuGURqt z01bttKf=6~yroT6P0zg5&;lc4r-qA0w7Xk1?kegzCoSvHH0^(*a>*`GFXGBAu6sWM zU?Nmw$~p5*7?tmvOk(uh4RLeBvYIP6UN629#DR1bQ-(|WYSo~-0U6exP2V|UCCG;n zZpR%IW{lHC(k@qjiuKjoA@u9@u zGaJaH_`5{vkRHe_`c-G@qOVxR)7A z4NsmB;CR3hi-&N=Mw+knrJ5p3-B;jySM=uzOhIPjPjbJu(lN_L26=Iow8*?fO$ zVfM|Pcga>V@8o5HZjwLcURsmEF#bN6_sMQO@7y5R-RP0E`g?n&Xj?=20N!lD4vkk_ z;TFGr>;@Ncg%F1!EF@9tRHz}>vZX_`zg)^<%6-2_+Y<-aQj|?C40S|eK3D@j@1vx0 zQ|5^P@<_SNjGbP8Q}7`m%4iVbADrzkBd3$2K32|pZ+S(RFW8qjZN!YEdYm0YJEelVm~J=j zCGmk?Ol`3Baa`EMDRx|Vv6+k~@+yc1K_`p+q)(?)^)*Lcf+S&MSa{Jz^F9MEN;Pg5sZ~yyF z-m^I;w8}S0K(=1%8UE+|IewJ>*yt*pZ_X&Y_nq3x5gD_T3Vo7IBw2I)NifoaMha=o zHyztj$0TxsZ{Z7Z=<7oXX%t}+44%SP!mm~5IX6LVO+h#a+^vYP4N*-1*1#m$4&){*ns2 zMe>{)ReXoJimT3c9+}p+{>ZpA2CSZGsXJS~gFjG2^45s51f7Zz1*<8z7gf3}-b}q> zRucbQ!p)Zn0}ec^gyAj77BRwU-qk- zF7lN6nM}N|{5UW2>Uw1jFdN_s_cliDS?4Gj(d)g&bNyHgb(1?If74b{&U`F+I*v1{ z{A)AK*&$pgJ^2l0@#O^9I@%-qlt3?1!g$vDi}GX>SV%BBnZEa(*rb>X_TqSal=vvs zRp2f?IbhQCstPB7^Zh7MzMVt9GptT##MrMh!=_9qw!sxByf)-XNH+#H-NWuZ*ipvb zaFH|J!|^N7PA;KIQ0WC+dl6D9JzwhvWe_Gf+gDKKrcWkjj$K~p2Dk`eH?wV*TLBv zC7$BxSJsEi1863k-APXXe78ipl>DX9Sc7Z2$RW=+Lv-%Qy92Q7U`Of+BeCbQ9?7g4D73-ukRrTA^8J7W5^2CLOG$nbIM;+_w|)ZyG=$}qj|(b~_UXsHf4VM^ot$2?tjcW!ZE!31o0z&>=ZtZD|Iw0iCe z4)o#dx{4O7xbusWq4TGDXRYfObOa+W%6SAs;$gfCve$-XQ+_h!w4_YpxF-HzIoLO8lrBq)4qQw1~6lBl3cqmV{M=MUe7)) ztP!L1i((sE&fzYwK9@y%FU>xpp0J>1myUa?`9^!w<^C+MMh2Op9Tn0S`FuI445q zc&sEkDKp*+Nnc8?NjtcubyaovuWqXNkSXB|KgP0viGr;WBJt0xeA^4J5syGD9?>be z-M4jf2jol}V;8l}@*&vf_DBxZDNry_ zYu}-NCf(;Y-UZXy^5_)Xyvfz7du?U%_;rN@xaC>R@68HdGk(#PWfp;XQkfRnQ2)&V ztUJphBH;Y?&*6Kc%GdQ{H~wg=v7=BkabD7|5py$T8LUDoZQAKf6(g94f?u30eZb1G zVNB9BKqW{Ei)`c`>8VG#Jn0ku9{2wAUYF@kSJ`eVBn<=P%u(fIv!-#Y4ifHmH7Z%z zjp|Wxrcu}$C|_26{gx_jm+hy|uz7MDEKEN3!7|P|aXSWyXJY626xz1?#q-f}lnTmo zv&MI;91#G9^N?n2lFb7l9aQVGSTxg59YZj@$IU;^8OVcEfZ~DH3-UkaKV;WZN?A*s zw#oRJl9|V-jgnydWbOJ3-+hs1O^&T#bfRrRB;bl?M{+RI*nOyNy+;}9jsHq&XV33A z$%-CTUR7&j$FH(h=N|NtXJG5(z9`T?LWryagXE>apZJI&BadoQ2B?NQTc432x4NEr zmq_>!i~eqn4A(dViGZ7)0!Zo~C$&(zTg?D_+3J8A4Tcn3>@YLXbW7mPIf|TH#4Uq^ z6sc`SSNj#ouSG?kyu(A@B<%}-B|#AaU$WqrTTzBY;mDr&J#+lZ!$EJ>M0egECJ**?E#Ct8N}bhuh~R^}sRA{P#)|MNo;fD+p^JP!&nS_R4u)(p|?GR?2kZNb6eOGFh&98y! ztGwgcZ;Cvm!u(m6;Ia4wjm$m93R6dz2gjXa1==3-BpP2bL~XsFJ;@?iVgNOCRKwUl z50PYl=?k&0_?Lf?Di_S2qvpS!o^VLMU(IZ&mFG?X zZGrL+h^8Bw&U7m9(9)~OwV;~HxrUpWnV&%$GVlHCo@t|#C*3};B=|2V%v1gXkvrD$ zI-L;_L&DbQJ4xPnYmO+IG)CNR@6Ec{dtmq51v!#YFN!uot#tM5H-hgrBKOVMKNuGi zogPg#RLph%siy&W(V z)$Bf89QL1OeF(o$=f$YkUi-4wBul6vBUe5}bg`1_=*OE>P+@){5PU05)nyc9yf5r4 zQMzu*rU$!Vl9nhX1AcEx2DtG$Yk8l0C{g}~vD0_8OD8{N;7!$Mf|FgIhIxZN-3uy0 zcASGWMtx@X&cThBT)B|Fhskbf-Wx7Lf0Q#SWPa|j%X~3@ozK3+Lt1;*-A?igCC)y1 zGjg`&zwLJ;9@6jKlhT`p_kQYnQ*7|dD=usyzQkXJow3u|6FF8m{!M|Fp?ODinD2(V+7FGvI>%de^`c<3AxMmH!_y>`ZWLoaoIF+O{gC6(WsWqVpL|1dIw~e_w&Jo1Hq1jBN0`E6icM-{Sy?P zL7Gaki3wm_j46z8)~&@arN-|9YmT><=aF+iDt58`X<0usfj!|P%@c!TuyyC(vF@;N zw0+6>`CvP|I+_V|$;!PZ=v;T$y5tnd$2VhlYRS^M8{<^&$>D0MCDMfKjPgjoQ%d)4 z{!!(+V!74$P=GnSHOaEeMFBn_{aS@X=17?(DN}!Cfpl`UW(>pVII26O>Ml?_3RST+_CsZgN)k{c`XW0;f%!j;C(6LyR6(*TL?)w5^6{9w ze#|~_0i(WukMHdd`e`=Hebh5kze@Q49^v2Fi`VOR0FflHyUF3VkC0_thtasEdOB0~ z67wTij(Ldmj*O=mYZamsG@);uNos;5vte@~M=7*~xgfL}fS@mnxzL2tf@W~i#@E8SwafcnAeg3#0xBg_ z)^fG&!~|wtD{CPvQyW6+u_5%VjrjZ^uTF>kTW7X9S!vpIDGv?`^BE!r=gkjS9h#K# zkV846=L!A^beL8I1KUzckz-t{O(ccls^?nd*JdBe-yPO34w$LgIzrD5X5xc2n?$)8 zfSil1_4~}@h3&XJi?)ZVG12%esGDSK|sllJ$D6wXQwf& z9|34uH1QeZx~u2=L?z(&@W5o9*FqMmcon(CYZ_^XZ0s5K^f&tSH?GjpGU9U5!vC(I zmhOeVhQ6-@gCUM;SpIW>Mo3BbMfU{SCl`$<6Q{&-HT$^3$2 zw?h`(Ny9p9L&s!{L7`Gk`qpFeDwC!FwuEsbx5-jjJQrkAJ_JX67|3d%l%XJq-}^p# zU$;5@#T68qO(O?wKg=)Bw!7)E`4`Cq=PS=_P?)l8i-BnzucAdCZVLs{i*UUTYSC^d zp^`#P^-VWv5v6GXjD>I?Bk#tiu54L)Gc3H2@DMfkBeq}^6pUd!2dM_HcAGF&w!g0e zxQ{NI<>Ay=>RV9G06=uN7Es-0kprK(=95-%PkY-G$ zq3mml$>6uJsA?r?*+vrGsn*#3Rb`&DcYU*7ofl2(2bDJE0Eh3mk9%cSD!SrlXKxd+ z!q)NY(wHnRR6$16$fYJ1Mrv>UB)-c&3bpNW9aP$lAI_XsyCpxkIdF}!j~M-GZ{X|z zWnZ!{w}`OQm_*F?FwM38zJA9V!oZ#Xc&B5wv$5K_*?QUD5WC))Lf!c@U1aI>+$1~= zxqn1hYh<+tnZo+frW4{;O}i| z6zb*GOL!^J*}!fsG4>0kp|m2?TuXe-JGQwY=l*|64$1=t( zA)YyQdWRp$XXnUZ#VZ0bTL)|7%<}oEW3m**DZ4P=oi2Olz(M4v(_M>0wZuj4CySP$ zJ4uqDXDgI08THqM!9qN6;UBW%f ziOGWWeLIc$4?mgEg_MRlsz!2U4ks61^pt~G)I~`H$tfDaL*A^}uyo9n4e?>>e^!fr zhJ{ZSQr2+XF}#YJ^*%;Y@RPw{E7PPB-jhF<{Md2N#y4i(Mfh>`mo5}mu|p<-2nsmA z6CKw*G2YxNz+7`^5C<<2d?)r+OxMrCd3RNHwt*zQb+32WC7feUgs&)E*qmBhA87V5 z=ljotEHyp7D-K9VJeCZ9-|6g`DqiZ@#=cU8Y4X9zftAz73QgU9!5#EJf0m!G|{4!Q;em5+1cbY^ye{ zZy|nn^(_=Q>@q|0FvW7)&IZ|9^#*UVuvMwyLfgqd9|bK(Y!A6e`gKPoSG+~h-Pg~< z%BU~#M)Mm3wqf68v*q#ywu6b#PPs=rAsV7rd}LgQb4G#FmdA+qJ?5Hg6~9NNM?JUg z>?2A8!7iuSR{7Q&lT>O!ep=)#FaP*$;3P1VG!V?Dq~kNB#bHNYVrBQlRgK3A@+{rF zWNQM$XW9sl>lKWFNP9>%HTB{gsXOe_=Wj+>=P%6rC2l*LY;A?xti_H>H4pEClS(X| zvUkAJcwS8lhAx~XZ>HgI_s(yfWQ{6`{hW=9tDvk?7iF$=yUyKjVpW+GjdPdy!DT`)*@qZcR>x!>*w;#TQ{cymO-YJ@8Rz)T+__tLYLni_ z@n+r4UCWwY0MFP@KlUZKg?DCULIWx*mWgjLriJ32p2N1f0P$&}#7Xf=vy_*4F2`GM z%x<^jSzOpLw{7F<&5NII12bl(kh$Dfe8O-Z?IW4hW~z9C(Momj34(xvJv8@5`<@w_ z_!BZ4(=n=3^Me@Tc{z^Yf~<`#CEek z#iB=%05P7vHph2keJ>91{kRm~>69jfTzRWX?U;XkINW%bHotmMUE5+A7wBeTtL?PP z%$9OQ$kd1^OelBQISdNU(jI)QUepuUlU0AhXbiV^k;E3TWX& zTs`Yk*>@HMD7l<(AV9cUE+j7(kzUjtp`N~g=%J5Cvtc|)YM#~})SJK<+=FjPs4tP?-=KEHTuGAy12Nj%r|Oqm(- z#`s+C#P`v&1!-XN_HQKZn>C;IDGQxKmKNKyd9)4Me5+D5)B1vE6h_Bvm_^GPak@r= z9?=lt8|9dbqA3dG3+;x$JTX556<=x1Vht*@Xozy3RHKa)XbXf;_F_~!|HtiYhk0FD zV=FZ>U-SX_Iugy~NvP20_ET$TB0&d9T(z;YJ8i1aCO5@qR*@HzKpTaaze4`dNc9M9 zylbmycTgpfphtgQT*v@eEw%DekpYY9QI z@{JwnN723Yau^}})DfdI#{>m@Vf(p5GonWDsyX_8>syBO9&TG#p}S?#KhqEDm3aN> zZoKwS2mx~OH5iEKdS(`Vv63E4OwG0X7@@5s*=(z93A>>xy!(dUr5}q6K z0<-CluD%eCn%yv6t?7;JblOEx3mnX+teOcq%E^mg`O*F`yS9}b<0K+0Ey>!Ta(F)} zviR67N*p@1C2}2t(IXDFkYL#2Xzv%bB}tJlVP$LQAgUWjTfF|V1|2haltH{l{KpX; z)xpJRHzG16Pwh!W#U!n6_YpI?XNG+3=fH#wk<+d$641@)mEn@#Ti^?yhG_=T02*HR z1!3rZv;JNoHu`7yFe6M7GoI`-8JecbO(dj{E$&Fr_chfiD0DpVzzU`%bJ^dw3co#J zxy05mKgMuPa~dk-F`DHlxi~Q95+$eFVz^tphN#qYer*Ib9nlBY`6%2>L>H|C&sfIe z%m~lEB=QC-bb;1q;4;6;)CfA+q)afd@jMc_uO`%M&A@{ko6J6-RxvgevBr#i^11d` zuP*0niFoZE9is9~BA2Ce^&<+us%``_E68jWK*Y=2Kb&}^W)yHFcYNan+XqK--Y0II zZ|ST;TE`T-L|LSz`Go=JCL7Feb!4Gw+AJiW>VdABFaNH0Ko8p~uyLn$Vi)}J-#Y=p z{7Rx03AnlOyi|usNcFNcu3+yEt~{M=fc64c<MNZHx5&s9Hne~ zY7B>q5^f$_$3AC#B)cFPkSbz-q6h}daiJCzD+)}ZUiAK}c5`ax{J_*e;cxQz3IWV- zC;V0oU_~;1z3A>wD+m*SvqT$0%d%RfjeSXzXVJ{VxR>HDm+@2sI}tnSSfV0jTiPcV z$7Z{wux+WdWEuRUD0cXq%Kh_5>3DQw*^Aja-MFZxcwLeWC@ChM6xm6MEt@>bD))4=pjTx!rRd54|nt8N7%!x7~hmEqXx_6H*SXSoD1Hd zDm8Qkt75%A6M}2h)h5-Dul-Smr%)$XH!8PV*@)y&2);5&(P_hGJKS#Wv^7uGh%GV@)OasBPge*cA5)JUX|PE>(D)i_zF zgTh-e@&dI1G}|M7ff9u-(*jpwnlfpv;#EM9?*aq!MtW?wS-Q5aqR%r;xg*=lr<8+| z`N&*F6_iKF#Kjb~yA~~Z@6}>rtn+0GbB>GXlOHA9E49({ zbkR5QqfH@Qwk8!XnG(B5ZxnTD(WCeN?o67KGhfub{2ltbChc#8cKmC|?OojdHiU8` zi^hCJvQ3YiQuQk+edSAXNx$zcBp;^M$^FYtw8wv>q8zkpg8flx z<3914L(bNAF67S~xA<4-?^49_`oaAnDy+0M8!tOH84PJUku$@#VMw=;URcH~*r>+l zDWmT{9J&EQn(2=YVHp!Sq5|~57G-)K{DfBXFfmMiJ_zYM%eLK17-_fq!q17qVKB53 z33A@hl5-W%Ri>!y$2QA7y~iL-RKVSkzourYHAB6RR|rpSb^r9)QPO5%Y=m>#JG_D9 zkbiV*dd~(v90~_rw|lz-lsnc_KQA}C-cT>cp*QwSNlsebkUMES=h8B@9>@P<2QXfg z`r_I-FI}Db?@$>fK?oboFEu%0zX+d|W3C<6l)Wn%rqdp*#nIt0A%ApPaT<3(7xqF3 z?~Gn_fudlve~=?t$H?S#G={EOa{kam{TjG_(+iG!E;}~qN}^!<>2L%$;RCoUEADZB z)Fs44G=9ju>CG2g;d!wQy8T6sTLB^_{-iC-?etF5F4MU?VGO?E4W74~jVbG2;E;ds zSDWHObF2&{{LVK{B@@U0#kE+EF5k!}L_SRs^i>fRY8v>fC0WAQC)mxq1{5dj0QZ{RyToqp zENZ%b9QYQJfw4bPb(Qgj18P_Iebg)TL0dBD=1}}MaIT_OxGIevTtDgV4P4};PUw>h zP0bje#M_UvQM~ciC#h!Q-5+{W1sHC0V{&{~6C<0EzFqJ%g-n893Ow^mDd_qQXEOf1 zLYLV#qY8*MW@_xCmdhDR1kI0alBeZdA>}rbRFqyKzevsSslVWhf5E3_T9g-1nO>oI z#lA@`S9^v=XJw;I{NZ0A6VEq%TW$t4Pl)uxJ(@>)rvq)xSdXMpPHao^?064+%7`fW zx>jveW)7EsPf2dCRAT)A^qNL)AMbiMi@>60aO4tLZ}G&my9!K1vqkp+{+H;Nk_h@2 zkEYp)?d~u0o1tjevM9T@2bsT6mpPuBMt(bUYO^hm_0wMOf+7A{c5)h5Lbx8g?7*bq ze-Q+n{wwUo@~c{gY>yOSa9|>gMmarW(jnL4`oy~or=s29C!NUi3s+=NDMFyxq5sQF zlUQG(x2^6ru+lwmKQJ1zNAw`KyjHl8-#juWVBO8bOfChaK5J4 zknMf9BTHC&#?KaEo__0gE9ZkuT~lLHj%z4Rme9nI?eA+(KA}dLbful0HVg;#j#VQ5 zjqFAcR@ea_>ou~=vyksgXAbPmND%C&97`|s{nYo`InVC-jiE`i{q6<3b>^HQ6}x*f z{lWA&F@jbtRm%7l-6<=X4FHpq9^M6_M=aMIq;m)u-ZNccK@{WHqy1ZU0X4r=^??HN zzaXk7MsMIC#g)5vF}zt?Pb5rrvKP*&>?aUyuPrn_n7ZuPp*%h-GVZYGm~Yw2I`8P7 zm;$FYUfi7GY1R6#&dHMNZUwU?sklP;y24yG#a`lF@)eV`a&P1HFu$&K_%QzrWcdAV zE+&vH1&5X#!mzchO{^C*bfZcj9*RAbLVl~Hd8}Gf`KA+kxNGk%5Qg1! z4-W9!r3`^k)?j{hG|b=5X3c+Db;+0sM1myc|8r+_%iAxmZKl&uV{-1k(neZm-1rx} zrDU0h{=YGH7eH|ZZKI%rYw*E?1$X!0I=BuxI0SchcS3M?cY?dS26uM|?z(*cU%Pu( z?(VIcnwqMqId!V1`*ipFKHdE>Q1?O`&Zi_J-(k>sX?)kA+F*eopVM}9UY}a zz#dO)ad4j?<$})%6ckdh#F^C3-d8%cF}*VFbJ}XgpMM?^Ux2^y)AUW$b-?Yn=g4(< z{Mz#8-QKnAeO4dNgUQc(wJapP&(!g@1g(Te>XsbYpLo0cTAdj_Td_NkOyA@)YOw0G zouFRS|9=N6#=&gZYDRnmjpbrVp{mE`j&&xoB(9rK)ajAGe)!#MJBL$QsXc7S3CW{h zNLGyswkK%I90&C5kMv)BPQyMSA_S*}qaw|k)pln=^xTruCNktSp38#sWjs$f#+V-{VNZp$?D6A;r~Rcc)dW%x=xvG5w!MjQAw|o(7gFqT0j+!D^@;+ z?F98sTAalNe2_~_k6Gsw>BDkNSnJQmxAd=xo2AxcsVUtKX}dC7JI_eP7RqjZ#w0vG~n%dTn@{OfbTPCqvj4ywgfq)6;X{epenx_s3 zj^$TBO8D)o1HAt$9HAq;GiUAA{@N9h@#sQe1?53I}X?i^8;pnx~@nxbScI$Ijy?W{qh zp9h`$?7U5;sxWv?)+XnpJAK&Ve9qWsvq`;WQ@4nQXx!$x{TV+s%bA^~Gb+tp-eP<) zv(5^wAuK$S?L^PmIf66$2y831m*pNszk%><&cP>d z{|jT{6I0?Qm6pxyxb7WigYAs=SVzO!f4#NT6G|v|^!--V6INEyW!Ln`M<-F zJp!Adj;oGJW*b)=+XVerr3KB~bc06l3j@#RzM7f~2z7rZnQ2a;+u>b5mEwAZ36B-^ zX#$)@(dYI^E4aYbw=XrVn5d0s9{($H1lyfWAbq6fe~pgR_a7HdI^8^twG>(TxViMR zk>yZ-jV_b^E>_r#y)wT%YNTzr5NoAz5VDg5s9>{#H+fzxJOTt?j@8I3Q|_dulQd{*izhnnI43a4^{3Au@dB{2gCaqTJZ+$&uV`g;!KhqegBPMlr}gh4QYbLt z%_PY@U0GQn%mq3YxA+Y-@?#n2Fd-iG$BPmQ)BXYl#G* zjkTHmQB?}wB}p%kd1tP@RD}?)S!jXcjv6wCSi2i*uW(Sdn_fhgzlq?K-EH@bmRen7 zAI>|nL+N~Pm!Oy~RzGVtNLYg&N2Uq6pRGm?_m@D1ahQVgH_GVHfl9U{4SzTxow8yK zaA)y#-~IA}%5kq4LXnJhL)ni+_af+~PeHO#*=T$E|As{xqqEDGo+Q`2p6LG}Yw-4m z`;2qQ5HNADFwg$7S4mRW9g!T}&MfpcGvCx)aZS4auaAO&3V8-MH*}kdWb1VTmJ*f@ zcGEUOoFJt-d^st7fGqiGJO6fC~hz-uRLW2(N44B zjnmyNI=l>wq1tN&cNjQ$d+U2<*;@iQ)2J5BxS$_K5Z%* z)G%&$jk{%7mSxNn1u*)O;)wK-O=%kx&hGv4-du^q0hq=~0EHklrqV+5Q4 zHHiWjWv%<8wNzL`UT~@Q54Y_VGM*O_p?UK;IMc-?;x&!;iNQgGUZi?wXP;YyTc?Pt z6EB5CQCnq*37H;g;rF|vdd~H9rw;_#+2Xj;1Pu(OBC(<>t7LdOKCqmvd!4ZL@8d7! z6$N@f+>X}`ZJ+&x^svg3yr1hM&Jjs--HLQZDV0CqsW#MG4b`j6DONEOHD0XoaBv_<%BAvQX8?{2MSEMc?J~;Eitg00YqTe? z&da+(Tjk|8Ar5WS5lb3PK>>eMfD_tYN2R?)KKa z@wfo^nZ%}{pP1Z2-|CFoYL@GAP3L}OT}Er519?tQ z_H96+cw1D3k%(Rqq)G+|thukX-55~IM!@1!z_(^k4v=b$_Coq{5Wo?Rr|Vx^>?S)x zJ^ZqOSpyvg0|>L_8jEr3b3pgg5Z@ip{s$}abIoJAZaatJA-T{;bx9R*qp^;{@0%$? z1BDvR8j}^B*`?b_{qw?IfxISW7Ui%mJ5;W$9Xfuz*P!%vlgK@VZdnb58GTpbB%4hI zf>|BcJeAYVMg(!Z@)}=s^x)o2r#1G%*^A96G2WVGcc4q>A{WJ$ffN<*hel@l)GISM zj76iSd1jGKl(^GYui<#%*G@>it1+EWmvcB~rf6ne8oQkWIpvRC#vbeclZzB$|KZwc z^d#%EMvQZ??A&8lsYjrXX#7FBe8U6yH~tYS9jdk?Q+O3{X11$s`@=X-Za#M;o(nc) zVz<`ZuW48m$$X`fl3>Q)GzA*p5BFMV;(g-RC=#;wAj<_-{oBHi2aQXp3e9;^9B}($sLSSxqLve3(OAo3mpYqbd@xWG6t#jV6OK~|4gVrN7oQOYX^aPxV%SCqoY)2N#JT?_^n7li$x%x~Bm_+Q@AW2EKOZ-Rmy~XCgsEwF6`%KD;Ve@{LCf z4pdu+Zwq&}8z9NA+De;|RE5x5n(v`69|#Y{OGFmT=9(uYsV5u^V--nf|CJb{Ai|=I z8s&l9CzQh?WWO_h01zIP)%~#+C=9q^gW;Mre#45gb6*HnMfzCZsz z+Lqv0W^Tz#jnS(lZh+vL;Mt}R@gEsR0f}?eClw`HZc16|RfRy?{+>LeSIs53LFQcl zFJioxkfYf_>(J9~P*le&O1V5XM*gJb%(=jC+mimrX1zg((T!oQCrOBP?6h(kNfs_7 z$^ufDl!XX@7}9BPIgQ2_+zxf`Qy@&HGNyc*{o^2aC#qZuqeErx&)y6wz-SYZgP?4Q zP}FIBQ-Gjx8@W`Ur(i*jzL~H@iw)OL5vVZQ*^nSTx8{$IG(|Ss4vGI!xNPTt?&7Zv zH2#lpX~oI)#p~3HuLm%%VSJnCzjH{DyzT$lu8G5QVlwktie*NFG{a7`OvW!w0!@t+ zq-_;R8^Bqi+gbbvPruL(dm=e@D1MVCn}rg|BXNG< zTP)5mJ~b|qS(T96CBZ|h2iw_M+}5L@jak=Be@C+im&3+TeIA)$sals}(6 zG|4FYnWs|zvdUw0>Ld*xcoJrY!H!Q`Ri6tgCTZ-*-H%i$04V#gCg8D~U6vHF9@`(3 zP9MQjzO{jNi)qS(XT@^mgzTdQCjzK&ITMQZ$699j8YHd78-ZXOdZnL#p>2@O+7}%+ zCC2!*JkLioJ9EH8@=KXk1~PwJ0z*(T9BLL&<^`VjuWCL|l?K-^)8KR3+Q4<$mr3sbRdLuo$j=qn zKCBCB!Y#f=@qVj40af|_>ul%m`EUSn(!fk3Uhl<})Ib47NrvT_oDB>0^1#>F`>+hw zJZYyF4wh%1bMuRmaBSIx^avWPwzOHA#8q-COs(dQr4Vu>J{QUmb|ueavI=xYvOB8M z^co2BdV!j+yaSb`1T{!Uonl}0ZNFk43}O2+=Z76^sHh;n@=W-P!l_F@VVSW{4etC8 zs)ZqbIJzq7b7__rK3tg{JNvIf%nbe*yRsM}u5&>6+l`)t4820ZBEp6Q?u=t}_lsem zXeqd@Q}IMAmF(CLC|yn9_aD-7*bWW==YiwEe?IARlt-!0;;9FeF>gU*L83${LuzYk z-AjHAxo<*=Jfe()`V-CJR9FNYn`--)_}(~rilj+30*ZoE=Qyqejgtcm_iKqGK1YKu z_kAJCdThxYTI(UttXxil02gNcl9faK+aolS&y}?au%`uU+h7>MEQ{{U;s{ZDzT77L z@Koz^s_P(-vv*e{^w{~VS;`Lel=qqBp7GXCbWEx(!o{H*?Ge`Hj&F01HTef*n^OUI zMP-88`SgChzZL_*^9fk{N{_I6FKnCo+vQi_>x;@$Ne>v-M+L?ZZE|gGWQ`Ln;PsMBxRU=5^ZbEf7<@yOy}DX|S9B_-|G& zdMpEFN2bech>F+gCJk<00HQ~7-%xPB=FO*ypJM*%JnKYtOK_c<8QB^~|3xJKF?eqN zaPApc;tpeK5xu^6(FuPbOykHajR{-t(}@4K5GhYPwWM&-3{57UHU{8l_MZe=gDkBp z8XD(*>ngLVsVA?{Vr3r3x9M@N^a7|kEOtb$9)rosZ=!VmV<2fZxwcVmP=0WcTW(5h zjB@^UKPP6Ejo$HSjVOUo*(^n#Foah znxkl1Un}M$Z1{fi_Vtx032Zy@*?ptVaOiLA$&2u~4PijfS#oYZ*SZxLSTIgS%Z9T&@;Z&$k$#<2DvTiWQ zWH=JD4n}qopYvCb;L@wl51!jFWqnaF|D_Gi!{Eq;3kDqS+0IvffhS|sC&6FVh!?Y4 z*_hh&Sg+6di?%i&_dd=)wOS5a=2O0QkpogBT!V;i@#%+M^@WcTV=k{qD&`jOfebr( zlb9bXTvFdK2a4>iBcALAWjUTT8Qh!o1i+t5)PBldkND&*^(I~0&n)5Yj}ZJ;o^T8z zac0Uh^rOQ(ORDx6E*-pFsx=jI1SS$$`S_lthB)l_g+LJOXH8@Zci=eeep;dZ>&{!r zY-IR`4Y1#n*x=RopaioTvB?g;p6wU(z*6_XE{zr?OJs*t8@vGg`vMY0K_IC>@E2(L z=ni80Kzx5GV@gdR%L)}IGG-^caU)vg}Bstv8fN^3?W zhJaY+0A<@y2H!ysyg4Tsn79c1&q1W+f84xU5~n{TK2SK{DD>Qx>(1_Jfnbsg zP40ri8Zg7?X*t8GNiw%;JFkx1tzw~@X0B`E!4V3`L!_6To*zTi33A*Lq1jgDEB=b7 z{jYZHb9`tuVKBee=k0dynQoCez*Prz`W0=nFGFJKBE4r?#yI8Aw{eMI9uG0=UcWgy z6o~VCYUyRICnoNS9rq4GJy_xY60|l~NK7f6MXh5^ukv`Y?cCU3;Au$|h3h|is1Kk^ zH~%*IOx08$&i6uy8c62F>$g$ocbAM9TKevDZl2agauBk#W2(*9(SJgrvQcGCkI$61 z)z>mZ?Q-s5E{*})XqEaVL8Lw$NB%ei{nRu~;f?G$!=2QD1ga!75LU8I-({W4eNC=` zEKy0{CBf?Q-?g@=(uc+8MZrUF6VQK2A;F{_!nzi&uut%}QBDE-`=PC8xAq)+S`_45 z%Y-a!VaE8=i&5qFIGPNT9vv$tdn+O^4>bH%w`?YAD!tc_pdmSy2yPswUHdQ+_(hWvJKtyUv(&Wu;O2)=3L*|>l@3J4L}^MPikn({e1Fw6 zpCP+Pf7Y-u&J0#-)H;uP_EJfx_F-}9Yob1S>+H`~*jFBu#P5FUr{d^_-}=Q3*yjdZ z|I$uc3&Bm!>AlM1a9 ztaT0OWv(h-mi*(xchY7rJF)JbI^<+7rB!nPqv~IJdYX|)+gSV$Z8|E-jqB|4 zNvt-HxHXMt*n^v1w3jqPwQ)2pnz;o5JZO|3R$!E~1l6jJwtb$H*^@DsSiku3OhtI4 z_q#ozxxO$w$7cj4Q7_a+06CNA=Mfz%=yss9sCTHNfdYXz+hUvMW^hZh7!isaVZiuH zGSXk7{woEeqdb-nS_S6u=9T~ELO0WglE!|jvRBZ5`fsB1eaE@Q%d&-%9>Gb&{IGq@ z2y6@U44Mve%n0M6`0V(=ba6|cmTsCh;#_XgEhF8i!;ZQYlp|~Z>dDh}wyuO8&vu5! zA>Gu_JuJ5ZdO!r`5i*!9|9m($1E1mKtsuVWDKuUlKQkKAb+mQ`-X1$H9g9u)^It`X z!ekpCKd&JrFE$YUe8z=_r&)%Cg*J~W?fU*9KmzI1LpStN<cSbZEwJ1Ow{NasXt{~V>l3oMJ!yS>eA z^sh*a{4@IG7ht5X2pH5_sGSt8wLpl!#IZ*5HStW4Nku8kaK_%>DH3_^#5dNJ{H7yd zl7M8ENN;`qqaI*~m%xBUiARq`4?~qB_cxSZDcN1-Up4G{5|wSVvZgp}=te;d-;LVY zvfo0&ztj(5m%CWT7dV{gr{Lah*!CbRV(G8j?rpz}pc%B=!Ozetgn*JAq9}jEYix!v zuYkHmThkAh$wuNW=qObFx#-Y6`Q7_QfeJP5@0-~3*-A&FX4vM!9(cE`Hh;G)uEphh zswTA?ztopInnv=P&5!O*hNJq|wQN^9Vz0}Z4Mnc8fHEf@obNv$$i$Xtn3kCn1pW~d z@em@LVj9f`O=Mp59%DT#Z^g`KXWW@TkdtKem*0GPJde&L>4iiq4H~Boe?-wBQfUhj zF=uV*+-Wa%x$9L-CzMsr{a@p+N5CSyv(`1l3WreP#gX`l|`(K~s zQe!HYAMd3%1&&v#yk81zvu_;*j@y5;)>;&(-aw7A{$Ion7It2s(KF==p{p_@%f9p? zbb2eLhN~R6Q*k{MWnHjQhU^Lgq~np_9%f&^Z?rb-KW-R3GKGz!E(yLU+s)Z|1*nO7 z%(+8Y!*=#{frQ|njM4o>Gfe*o|3pxdy#JK2x`dLQcPn$hkcV3h%E*-(=esW63eO#x z@fQ~4z42PrmbF)n-~aM3CcqPEZwO24PITy`T$oHBzrK2COyn|0h^N3x`emg>y5s{p4RzvtB2Oa{zO|nmxwBN`bkT!X`6lFh;P3hJ+h*g58&VPI` z{XH6r@?+g9JV!!KkdvNSj~f~Xm5qLdsPuWSQb_%P*PL)G&jl7`Z-uyR!!$$t{I1w= zcFKJN8Y%`r>6&Bk`=vK~ms7zeC53=lu#1ROL&*(R{Ve$BK7@%zDHV z_;YHIlemmN9qU2zmwfEJ3>~{P%Sk3vVkvj$ARk*EQjzX4s|8CMXeH?35B;Er>0996i zWZ*fc;USv^vXgM!4bZm5ML(9l10102P^w)<)fX*Y$Oc#%Ol2$h`t|AGnd*EvyPE$b zq{^C4xd>CX!!_@=7>u&|Fh*I}x660-JGuq@X`8ff2ehj=uJJ( zN-F|pdAWZIw_>SZlc+CoM5f~QW?=W|xtc%G@xN;#U|{;xu8pJL`p`#z#AYEAw+de= zF~w&gR}T#rTc5NscusPKWUgl-ZxV^d9E@BNt3O$>wgZLW+Bq1GP8(cjdA*Ft%Pos> zXl*&yA55j~oRFS&CT8dfJ#T1S6Px&z;w@1M`rR=*?8`6VLWtLiKGbto!|FECq zNiW%7=k!jS>8v+x%HXUvSo1q88xOyH`oyHPh7s#TO*74KY&9eo4t2rc=qv39^s$J+ zL-LR8S=)n=agAT`0y)=AOb(dR^;T)JqFql3FTpcQtHuOFxqTtE9+~z;9{m{^E`vNs zeb>y1t0Zn^pnZy3H@|8TVs)>yta9z+&LIdW)K%^@k$4dl<2 z@GFrv%&2qC^KThlN_TJDe2h%n_W!)Ubz55c#9v!Qt;Q)X|Cxo9l`47!-jDrIezG6( z$baXjtVd3Cc0w$|ZA(z$RdyA;I&0`ZDjZ~AxArA{!<_Ot`;eh3l~l*qD2*N;DHByS zvB_83=(z?VB^B2*X~;iFP9>UwEecMQ16Atud8|`@6dUPTubqCQ_k|nV?74QWdHqJe zncuV-ymUz4UzAZ1yu>a1oAFm^O^Q<~MS5LIH!SXP6!YjdV|UT_{XYBS?ev32aM$PcukXiQw(lG0E#6Z8eluNg`neisn+O97 z%CDUykq5-iOioMW6yqN;KB>Cr(vRy`6Xr_(VYb24>l>yAd=F5%26lh~YShS-qShANQX(a#QX5 z(dA1+d(71Jw#$_F@BMnpH!~efv*)t>BJ;K$%)~i{6>+p)_&(kmltiU7ZN!*;6qaX%8h*;4RRoz%Y7_E zQ#aLBD%gq@zu!3tG8AWqP@t=;!nwl`!<8QUyAq_1u`j_=Df?52DWy3M$;VoRE_`1? zR42_j5=wpH8$|xNn-F(Kb%(ONQpcoFk z4M?I%OWhGKBC~e7e!r;hdi%HN`?l-*S%e=CzdqhieLwDhvCZO%v5O{56^e#|M3gWb z6TrekBT_t)ih`gR5P%TU4J`po!E~go($eL40JmWrx4ys>Rhs;sMU}&D2KabU~1&8)fDKdJR99X#fYSK zd4e%yQAXK~{H7$B+?ZAsMA@>Gj5aVoWdO?bD-^$)pDG>1Y!|u=@3#uT{|2YQ6aNr6 zt+=V-<{z1e2!->HO_2UV)m@%qB(fN6 zz6=vORgoPW6yRx2e)pDHV&Lv{*(<a3M>x<}k>#z)F`=&YIec7xJP#_9UF{4V{-1IOi~VVtW{Y$ugS|^c zTY50_euU5Nf{)P^(6BZ{*UO(!xAuhvq2jl`MTHeVOlusq4N7}2!I(oW3*z(bj1V%$ z4=jw+fleWPvIrNsxQ)w^YQmIej1%d!>Ru#Vg}*Z2WI6D9s_7&0yW*%J5Fa2DEz!%> z=$qASjw?J~h4b2LuK;2!YDTq#VFt&Mg>>Qbv@WNEVFNnXkR?>vbT8F{@C*`S0U&tU zepP2WDTsraX@8NDST_UNW`}Wh;5>8jb1II_ghIo^@ZtkNJ*Hg;AvjIng(-Gj3cwLm zUbT%wZ2<)EiLIp@l2sALN^tO#y z=r&UNLjjxkSMTavp25G-`u9bCYNSqUybK4RrD0FeM2S*)}J-H>o#EmLPIe zj<-cM2yurqz|)=LRmGB&7J>9crsi1G!GBcHSvnwl7XP5?u~pRk!F~VDj+&?pek_y& zJQhe58=iZ5K@iC=-j-?fnVU$W7)RkigTMPGzVLdPp*( zEZrPMuIdiP>I+9FP9bDbhLjEG6_TtmBlO}p>_Px#QDHUbe9!0VO=`wU-I4i`Mh$Jw zBy3q#Jy2Xk-(IphC;5eWRS6WdyE(ADRCNfz-E{9s%Z^x8*nCu9b4n{Dj$$m8F4J89 z*4;odp{wn7gQS?oMCk8kauD4B+v;Pgl{HOIfzDGwD2-_xl>n{VZ7q@coFw6MX-HXk zor(Ys*s{O@9?Rt6`2BlOM2A%_(Tu@KK{y%FgP0HS)0*i8xU(Lrk-*Z%qTv3iI-J0H!w(N+A{YVZ=R8_Zph zJ!;G{JADS=m;GS6XorSZ#I&Zo4QLvskebK&oy0+ph9^K3ClDrkZ|!ea#3qifqBdjd z)uF`Rm()Nyv4JCg=>|~;+;13r*Mb?lLf4XC?g;&^vpe|6L@53)=!oCw`os9BHInC8CL#@X`22>_;AXXAp=}V%GdTb6MLKNlDBjmGW1Y3z4 ztWvjgfGe>B(dd;k4Z7-s1AEJOc44LfZsnM&@WLHZn#UNRRO-LU||a9a;Gjn3j@^F9eV@= zU)4-6f1pp5d7J!i%%Iyyn5ztZL4%^RtHb#&#DKqsfCg<*60+GS>qPxv23G` z^a2da-r7|!9sv=zg_|nZ%k%rL<|Z&YW02kxxGeOUVCn)xxmz&7Ro_YhkhTzIdkbEW zE3sGL1&t)(Lpg@9d+fteS@$fkyVwISP$Z0Jpu6V-@3HPSF9jR4r<*cIOSp3X2xFXN z37EbiDedOIazl!B%Za-42fQzo1oX$L(SrLqSe_V<<}pw(ZmyH+@rL76&9_Lt0QnM#5?f$&ZrboVJN zSkbS)TiVlpT>JP{0+MD_^$)KMnwg34<~whER66B_7zu-1v7061*iiyna#PHa#ez(I za9yC1}1+qUhjh zmh(ug0VQK$zJNq!Q`7LC$owhAn}LlUbs~5zVfJ}Xy^d=L(V)hr!oLOuCRvQ&8cBz4 zzTFT_kH4oCzacKQphj?zFu7}9aa%;?o8ZBMtA+A_u1XOE9?w^ih{a3M|Mw*(We>Uk()5#hITtsgeniF>}zZ$f@DJkE|Dj}C!Nha!vq0Bruu8Yu-AUS|T(sYnpSOB^E?7stK zT*#a4ZWm~oNm4ORSb9NObhV{*$ce92-e>DVY-tHABV1^DFDzM-;nWhiDUa2*O-^D; zEw%Bh78dub%sb&rRROt58V>OE{n=uoPqg08Z4gDU-#%?;r3X_(GOUIZ*P{5gp}ZXI ztH~wEf4LR0fd+S)Q^C4xN~alkBN{9xbEtcbK`$O@>7>i&*2r_{HD*#s>q?Pfpsi#q zOqd#{j-j(jL73`nn*Ucrb#&(wG;^-K``d6pl|ZuGq6D~2nubp*GQRGJZEiPu|34Bko{R!csX;lg}$i9Q`f9`OtD!8kF%0_t+ zCsR8umk?QS+tRKr(jg>_#gU3pd`2A*i1iWWgE?XZRWpvpFi9lsfO@fB^`W8@sHOMa zdWWpwMLg2Am!8n8fhJ~1W6UO$=7jbHPiz$bD z!91@4M8z%1BxIk2@${K--ags_P%|?5ep95*=V?bJSbmO=JE1#DT!C!aIa%*f@QsdS zr3UL<(Z!d1i0BvT7}s(;2MHJq@AKC*dyaTQ<9v)~Qt4cR6zOPO zajJB_9dQg#a1gM{X!rhBYGTS&Y1L5_vBmqH+_j)+pjxm*QV>-hPbXx;y3H$9SE2o0 zNa3$w&oOyqX4KXBBBOnbg?Q>#x38uUj1@``8}cR6_PcBG_gjE*k>W_gmUzrqW(lih=h4tIni7am zrE1aHJrDx4?NqmTSM~6Qr=grg4(@QEH-thD6V1UjA`ufQ4U8p?*h_(WUv5)SK{jL% zshGEZulhLu=nv(o*At~wrl{jYkUar(@uluD#b%ZhZK$($QM_Ov_H@?RiWGoIQiAob z%#9|i?fTAWWp;z1Jl$XdBL5!cJ3R%xd|&D6Dv3+o7XS+IvTpq`9z7e`*&ca`Fwh-{ zAN|2PcSVo3$nl+Ab-aNygyyQuI1gEAhnJaS9ggJn-Pof=Qs3OQSrEqsf|YI-5ykm7 zJc&Z(vO?qvis>w0TYUzo=G8Jma$&mXyg8u=0Kx#6f*55?D=thco{Ztf;!?{C4RuhP(k3=*QW#g8ef|OT?P1lh(v&QL-fgeiLT`lyfTfwrWh+9!Mx~!rmTAg+z zTI#t8L*R%Eigr6ljg)a}V+l~ykNZ>L%C-8abwt4g!~#W~l-6zBSEk7by^L{TaB$T+oIixet$Zi+JxQV#}BI3#s$89HrB5aLKfP72PjBx*+;FJT4_u&fHMv zO}XQ5TNW@TL#G=>IYzY_!olM;m)3~1>i6^LNT)!pRKMZyvhN|M_@0n8dc#=3JLb!` zA|<_4eol8U&F9vzRmP))4>dOO^irz7C@$4(*qCICG=%9X*l-soK%p99iX_KoS44|n z-3wQQY3AYJk?0ckPOV#k2dxLfz&x%os^2o^x~zp=JYls|wQ(jR34{?_rP!>PjIu>b z^}?(f35%6Ch>)c{hDhjW3@8vX3OoZ1FWagsSSYJB@sqRNhc_f`^?P()|~s&rE6q_NWkNL)t4s;|BQQ0WnE^ts}u1wQ+ci12URi z-_?nf#&dRJ5QN-N>P39Pr_6KhHe3;|%H+B_tawvr zEcCKwiJ}O`TK1ElJtUOZ0Qt_B(ska}}p4)%`n0rQX z^+#s^FX|%a-?fODahMGFh0`s6;LZnn&F~mVvW|N%%v^Bj2_tbrg43Pa?dXeC?Mc^q ziJFrcHypAdzn+@wx+5{_pjG|L7ND0eR;13>#_ZliknKh)ATTYv_qwjRj2@&5W+hx5 zNVHY;fW#Qi_;uZd<0Dz9MHG*W)7dHfnZGnNj$FSmn)G)u!mM%9^` zAM9=2qbnAL!DrvjXj~F{Qm1n$Sr}|IAFFtjkml~|Oa6xFq}-wKHydlF*9n_|%aqnj zrW@%r5sNO<`HZqH_;@@~K75<9tL8nSOf9B!<%aI2vR|GX@uZ8Ys|H*u2Sg88@;>FH z0q_FSjyeJPg>&kmDU8-vRPmq{Us-#^prTF(OKA>dDvh1Yw~t~KHEFO)t}1t9 zT@L<5hVGGs^pBZ+iyk&3CIvI8f0pkqp`NJuu4Vs=f z*ws&r({2lX2WQO=U&BD-V0Lmds9rTw$)RpOD+f#D%H#8~c6JwH|Dc_SSC-1+>MGlm zBylh09r0V7s;5m={Cj;$jueB*@m#s7R6=siVo2ej^bZoC{mttwBLVd73R5$4-5e@bmgD+BIOA@$|b|iEbl@bGNS|o zoP-5XwX)86d_B&L>D{yShB|4S5B2;l;v_)HYur#& ziXpn=jM`X6yn1#Pka%0NB!W0ZBgPy)j|`7d9F3>0qKhnWVMYS0kB3Ar;$ z!{T9coP?JdwxC$8JzMw)N=92qI*n?$C#!pl;}vc-@N0|*SGqUZ-bTQV&>xU&Ep6CN zt7jb&hS)iMM zoJ|Yp!XQxZn$MG~hT0PWC`ZD2RI3iIl;HBWi?9yz{Q`(8meulCY7=U~C;nmk-3LwD z5{!_@>K9w3VN$M6sauNmeA1r&h*3@3`dp^2fb!N$7)25UlrvySwe#Mm^|5qPYdKJh zob*xD^m*uoe#H3d6H|Uj8zb*fu70BTpI;AjhEStiS1qXL{R1Ry9vb$kk(snCRhoR+ zyfv(=-i5S;XL-I;Q>a4Qfuv5wT?93NVRI$1^+?>c=6_YHB6?r%bV3USJSZNX{+`2@ zNLKIApb5D|x3nj{`4bC~C3X{3{;t_@`v8}?42s0)(@3@T7cdZdFNFFYT^%1Qn zJR3U)>8Zz3`1l)C}r5GZT9qvQZYD)ud{azt6R3?BR4yIu+LF zP*tB9ATjGj1gL(k3;XPC)Dg$LVKo-k!-4!rA>} z3~a|P7;NC5W2#UM*cyWKU!qAOu8{le9UqRdlSBflc13rdxO5TRkT!jlH2DN_5$fSU%nWoV^6+|j;Q zy}EoByB1YL)n=TD22}DCS%lmE>8o%q{3_Z)hkR}LpT{-X(-SNwL$U%(eD+ELBurkq z;D$BwO3zH?6u%Z&011;<=8SW&S}`;IMbmH!EHqVa0$JpOoY3&C75(B#Sx-&Hekge5 zw@<&L`F7Ks9^GDHD(x_i6A~#= zAsFc%LwH8nVyw~RkMi@e-XcaR7@kon)*dd6w9i0LSgy0^Ew!3~00>KH*xj8X0%I>B zLMK5}_tc@fzCf?|w-U0A?s+8;%c7&*6-kdumnPvf>a(D~V!>3UCOP*}g9_k(x1{Vo zvnKab(sog2BN5z!Sm}5rP>|S|uvuY#mw1J=bElFn^7r?Kh*Sna(d3ZfEJTMZwd#MN zVuqTuR?XSO{8s7G{l5VLLH@ovNlX;`epz%EWP#Emf9=L!H!oW06bkEgrsZvh+6c=s ziI<#PIM`YBXrZvSxU3sx;BbLlM`ry0<-OhRMYoORdEbxGFVK=mO4NRrL68qmkAcJv zQtm4B#k~7yEgk1(00X($w~b>525L3Vom==8Li={_ z>~U#@>#S`$&aGdq*5)K3M@`jrxhHKt#20L>D6GzT327wM4Tvo?2H3t4`odo)hAViV zot9tWV~e$D7)yjO=aPtsaWpO$^|(dddlwzf-uLE`sluTXaPC|F=TSG`!eMZor`GE> zMA-4lYR@mj<9g!lo{I=|cImcto zkbXFJZ*fi#;&EAZBVw4F(eK^cE0@k=?O7WrS~xyhFU?6pSn^gk&2pUWqt3-+J1f5` zH>iL>?r}-$suNYmEzptQ3J?n~hrJ-3mtm!AZg+ z3peyQR}*qxd7q;fR;OP=E)Es=N|BSW?1Xj&T!KQobrWljc9(W8Up%RGV@QrYXf4rX z*n9n%H;$smwg)4ivFqdFCO*FjUo}?UL(K3!D>uvvf2)hfmRX9r6GZ$@cjPQ{FMMe4 zlDj)mqj2~WNws0!I5?y*ro)B7sP^;s>$)(LyY0Bi&$Dj*jZeNP>|(d5d)40Ie^^!R zHVb1SfoP*~GS$nE^PhFdfB5Td1i#|-g9U%9ewgXE9gT2A&Q-T=pYOt(qzs){*dFZlOJEU< zu-(Rb&cn0n)+dD{Zn*q#y0xsYRulmYBpSOwi+DI1O6H-Ak1 zWQ|AL4E)w#CKtKbY>OkDv#^bj?8;n-5oQXg6$+i5VWj%=D}uETjhl|Fe(ZN)UU&;s z{`PZM)qHmd3B2RIMAV&0vKot7ZkJHZs>-~Olgcb#H@P}zfZiR6yY7NvZVL3l&AYEX z?=Msb>w15_0Z4C4S8EPTby&twgt>sO+4m zz5QH9oXpZ*=PkbI^n#OwkadT5>>bbflZ^vlN0!C}Anu~K9bsQ->2EZh%xSk~)C+&7 z^AaLdSa+6CKmR4~-CKfHzSe=fB&DpZ*TL_U6R}p^S+E2pB8%!;VTI!2U5RUHo5F|s zA%)krvanv0dfg12&B`C@jSgZL=!hr`inz*g*igRHycGwvPx_+w%AlR!D8l+#c!)7U zi3pjq?xovd9VM1Q9V>8GR_M5hsA}n68IgVm3~7pCmx6liWN4BFj8f*>S)iboYe;?5E&Hfbrl-zv25tBO;4|%)h91T zZl8Nsp^72kzf2V4`0EXPU-iLWQ0(3t)(acG$E-hYDU$o1tMZe2K{5TbuPkiz#<_cK zF~s|N!|Qh`bX`OYKHY^2<**mtCrn?TQQ3>RpzI8>UfAfpO_wM$>KTPgc8@=5iz8+F z>pY?b2-00kmuH1xu5 zX(Ga~QDJ{%<*S#k==qb(nU+4e`?1lCakA3sQcT%f=3FRK`f=HJa2J=t_rhl2=FmAV zRp}w%m|_-%MWVMqc4dd{f->UJN96-NaU%sHNHHpxd+vD=DeD$CboTGNvw)+p71)tD z+-N05ZD9GK+K1O+9l=uaWv#GY{SvZ7u=4pu5)o^jj-0DH=j0TX%1!)tZ=!Pmrmw;u z=$(zo>~}PUCCo%7EW7zDt9DSe#wmh@BP#?2A_s2NuPy6n0k^%7_-}1hR_wfpYyp~u zzf@!?obKr={i?DBe6h2CWnnW32`9%Kl_Lw!yZ;q*v(_qiVTB^se``Nm>9_QP;w>Gy zDu1DaS1#_O?4`fZaS_?m-z$T1s6D!d`|eR0baMVV_p()<00dAXa!6O zviXPk(Lm&=%fgQf%2UE_2+1oyE^H53lR@5H`EkM24Y#=%{nQAPVU~)auI$LdgTcG= zW9`AcpM~pk2ns~_YF_yEb?2_n{`dj4!kjp=ju_eY$~o}MIVc5MX}hCPkb7dhwaVsT zpj&t`;;=^Lpvot1)F`tuDC(>xD_!SaFQ$sT%aq)>(c3=|0z|OMIXqC-C zOeWi#8_$;)HUoF(95%xowzqxJ-}soKi0s@+8&UgN*f9ks2q`N^8qm^}$$il?6%Oz^ zW`5H8ZKWM?fCBMBDR12yc(hK1f_Cis?hJWBO1TAi@wO%_d+qH9`=z`jh4fzdyM_Cf z*w^jJTV-KR zY7&#+Z4@3XJy3aX$1;LP-d@_h|E!z)!(V^=+mFBeo+(j>PI>-xWo_P)-t($pazkOx zO$Qt{(cJZmkT_xQ{84T(cpJk1p0Csx7ev9}`D+5cnlY&uhxdH0g}+v#O~1JIyznBc z!L0x63%9Qqer2$*Ya_;RWaa%%gSE?!$EF{*yRbr8Zr?aMF$!~HX+c}fo|roX%m$Rv zC7Ww=y`3odJ!V5}Qr-!@y(%S>!viU{^Y8V?stnd$Ik(!oK&p6P4M+MW^%5|CKNWSj zk;kZi7uzv{ZF;AC+b8}tx73FcP2v$zxDde5zL(Ls<1`C56&t!`_J;G;dgblB=h}sT z%ANy@Ss4^XNpRxa_pF<$U=neR1EJ_F~hCno&QeOvkaq@92*9EY>=_lXH! zn^XOJtNeYk=#z6th8OnDoHb+}i({SWn^h!83+FPStWLdxW#}WGL4X>(2aSU8UC zTSw)~Y~1TxBQzhsHITLh>Vj7DYBlSlE-d^xf7fdIp`gpX(5$s)6u)&z3r>!4at+$W zTPa_@sQ*hf<^R!uD4H^qAbTvU9Yrx(M|fe{j9wcRkLg7DU%Yl+z6})<`)B81&t6=s zn3dugPmGA--zvsW7>7{Us*M_$*g8?k(B`n(s76!-vRBkLe9;)pN~0rZZLMPSL=TJ{ z?z3p5jJ=eHk#Wzl3o{-%_7|?&N7gSS3X)eVt4`8A=!x)>;W2ulH?TW<7FArMO;n=R4-(<4b7!ljGS}%#XQ9RV=U?EZM;K)Ti+8mi{)wJ-o9lA)6#-6p+X%~_u zVMX0&48>@hb8BoC|2pS|q>EY8irot*mM&(#)#lfn*mdcUEi$XA#?6Tzn4FNUl|=*` zZM$6&(c0ik8LTTVoz^sL8Co733f5~D&VUhpW9OxuUfb}ohL>^=wg*~C$IH+KIMNpp zOBw?<=yDD8HH=w0-eUundf!BCMeiRnV!s(=(QYGSbpaXy+n%-CjWF(_am8;>8%5QL zyg^^+O6j{OqqoP9G9Y6VWpvUtHsE+sMtEBd&76Ig??$<_n?_I@HO-%(g|`PcZWleY zWZXy}m=*U)IM$3ae2-2`W=d?0^OT$)IMQ3`;^2#VC%(R}gZ`F}bB#-fJ9e&`C)SP{ zJJtmqW!82viHcE@M_TnxB3l!RO((P0RxBdX9GBkrD(Y90@z9~hvUU%r<=~aXueH|> zA+V)9k~>Fs@!>3-Xol2Z^qj?SUrdM}dt;n$YgRLy$tn1tV@+Zc&?q@^0oNSofpP!m z&|0I+%7_UWv*>q;>b12JS?gB1tQ`vtfO>%U%2pl~kVodS+NcO^dfYO1uXzsvZevln zwN*OohZ*>m=MSP`-dAl@BPz`K^|svf+fd=TI2O;@S|yto9Q%iRj|I7EMmUcxd%SG+ z$@|Et%!poUKmRQKRSqf=>$A_h((9wz-EiNdIw~Py54D=EC+4>0Lc3U7qqaT7@okH{ zX~Sw}wa<5X7;kNO*e=S*CNV>aX71W{t+4{W19%sYC=hisuCQy*yt+$)HmfpP?K}%n z0f{MfMT-?K<3zDSEH7%xV@#U`)?-h5JAmaI#$!5aQTIYBJN&Jw_Z@(&>Fcm)v$&y$ z4E8Y%aLcaRrSOhjG3Ll-M|yFs;+pl%=G9)*e8+?tL(RCq-^leP4yU6W0lhdFFH>@u zzjGiGTB_Vv%?4ecn=ujWwOm;udsBR& z(Ha?Rk3DM6N%Ukr5C+-X%-VqhpaK%5d#yMsX7+#NuAM+h_8eg*ZA8)bRm`q8!iy%v@3X0C&c1{SI_3j=E_dq27PhUQQnazDtAAFl`n`#ZZWjN`&0C z7as;T(@%2(kLtTv1Is(dtsC;%hHoHL@2sYo?QNyW_bK)~HkO-yYOB49D;)jG%Q@M_ zi=(2(7(6DI7qxoP*JGV4&5Dm7xTuNqyV@>&awkS+SPR@oyJvmWjX*;V zo3&9fbAAt0XvgT)Q3;9g(JFp`aV=RKt$G`yJSrfe)vS$*ah1NfqBv|-MV16C^;sHh=9X8T0B08W|E`LLEu>)6_C(s?J-FclWS3} z4&c^GexpRho|_o6s5#H!ynXXBsy&T_sDQ-#X~n-y6mGA^8#l8&Dj=!V+CfjaY4(|q znKiE?Cj2)dfLL)|TbrHQx9I&XwxqowOQL^VGHrV z)RA);jhfp0!11Onu1!P}0$Xn~qNq0EhBaDg#^bB1oVD z5|7KQ?VMo-yrogAxyz#h^4z?wc316Wt0`Bj9lK!)prVUyy^iO8T~*a;@!)GcXSmJU zA>Gvn#+{DMp{LbHA$@4E#`72wHHTHK?x3?PcX^F|IH}S4v|Ma}y?QOn4<`mKIgdeM zmPNnTO^u?*Hp`bQgO;4o=&m`&VGVQ^BujX+m%ow5hZ7nNFRIaFFNC)ZndOb&OPdpN zSJkM44vpdQI`r^`8uiObjTU`Jv9{rSql=_oUZZh2snJx?-l%iFpiTI#hIy>*S#o;cLC&(b;K6^Tw^bZ#{( zI=ObmIjn1Q`+4-Dj3`ezkejv1MW4>eCDLFV)<#jr!DS-GWg=0O5e+>)FXO7WFlAkz z1a)J5N7aLhDEvZ=#_(3UVil-_e0=9B?}TB`PYhHrv@wgmB;2Yo(EV}#Xvsdi^XDH+ z=g!j6N>|$em5|tdxQl8NBW^f@;K-=0%?~7G?TR=|t+$2Qo##t^I|1=auG&O?!I)23 zEwe5o=#K2Y_K~%YB9q1a(5Zl$SC)1t!39;+7B#!-A?`-ZPF1Mlaon)kbm6LnE@MlZ@Z5NJ0n z3a($rM_O=FZV_74xJ6pMpzYp%Y@m%fX|b~S(}Et@fqL7c%T@F)I^Si^&h)00?!oU3 zJEyu~9kO|};;ei}JKmTzvN$V}ft(F8BdVWagA3}YjW-{)S#f&jf?nI~t2pZd>!SBv zyO+CTlNe^9ptCNsIxBk49F=`D-){H*5*y+`CLwWzUytzqGRO|k)JJja;S+OG&$LCG2guc}bEncjKD_Tmm0Ci8$2vgWRU z-X=cHz_7-aYZg7Uvt2yOT~v`*g{X+nHtI5hj`m$E${2V>jMaR*c$9Wxrrr4g%A$VP zLa}Wk>OL}x+Up5ZHqPC1PHuIhAkX({X%o_|=!1D7F~DwFS*u_Z51P#4`yDPTC{cis zMZ@g9A;8|C(Amn5+c~%crn?b(dR3iLo9LmRt?EtG*;v(XH*2^02X|jk%9>_h2VEPT z#$VOsZT}Sy_IvFP2Oo+lPWq33@!5=0(lIi4!}G zGO{vbbD6O&5^=Cvgl!jiMtjGi1zD^z2EkJB29Q$x%+Arw~J`$I=7m=UbFZu zXEzZTLle@GqiA3ZmhD<7u4z_#TygIhqp*_Wq%w-z@*Jm-Xv{gROMw+*@mE&AckhI| zfjcQ{Pq_QACMP#%*);G65~Cxsm4%$#1d0?>Siu1xhma$U*RkcX=&B@P^5((UIIVW8 z=VOUt7H37&kCXA&u>^~=B422X)teWsxfu-ustp~3@AuDriQ6(zJY_vOQOb5v z#)aA`$k}WZ|1c3wFkC|BzKVXBgEwtsYrrh}VGgEwIY1y*E6V7|2I3X5a}gC~+_c!y zUbb58xX@)?7=bpTc(LC=QFV3>p7d4RipOyL-Gfg{(dNj(fvID2KUphoy&HyL7=~bs zK5Ey)4aW+W-W#?D6(4Cg9J9xxvsp5WzcuJQ+d0}3u~+poj4`SKS8ccA<2Er67vC#b zi%$SPtQ&*S__~Ibuhl&^;o~0XiNz-?fXn_K?5#UCaqYpegPWqlA$Ju2YFTGAkZ4-w zHOs~Zip$l*6GgQ{7%LuwBW)_b)*qw&MqVw0$-tS~R<`MKdinAhl9ODpMU%lveIxpS1 zZ_|t3MJzyXab=cfgmV_fZ9cmNgM%g6YZle#xOC9x+{N`7WM!d!(Z=9k8H3-a71t-; zO}Bd^t)lvzmk#>O;x->zM=j9WG)Jph6loYx75&bHe!G?M`zkhoOVGz-M$r-2=x2gX zQBr1m)Ys{}pwy{X)#;*6IWXmIVE!9*dJnHtr^VfE?0`#a#>(E}pW6@RAeNK17v)cKg0b}@?kBWD_sM6MRpkB z(E6+#dhXkHb-gC^iujqY@^@2SO2k96`rWkozG7-l^HHA_l$fiRwa>64rr$?LskRl( z(KxC-+fKN0y%pCdSh@5OMfcTN+3z&);$-jjSwVU9I(F@#i*r2E4Z7^2!&e-Q!*(b+ zwXC-7;D|#w1Hky<>bV-WVVYrq`>Z~@!ZGLG9OX&=x@6}YS)HXj>u9$)E81iN#Y(ZO zo50EM6~i*mZx&s8=^JmVCEnEYsMb~}Se*+-<|^Kx=$jWXszg1C59K2(DA^M1wPwHI8)fNO#EJh?&+=aa>ZU*jOKBzWC!Gn6L5s=LyDflF5uW3V{>*5sv*LANO>W56*my{Qk!o@u48C<`9iSVvQPskK3WyV@3mXXb_U@0@=y6$=IBD|~dA##QD zOdmI|IVr*mQtTATEx}7t6r@NvMjukhA)sGx&&W9qa=8lc@*}rG#*@5<^clOg%8t?T z{YI|iE@RjTlMLPn_Y1}&<$5uEROh;Sv(fLuc$bmJdV9%l_+_m1W_9}1yn@(y%w zrc1cGLDzoM;aw`cYtfMGBD{wb50RCAh$a-9^oWLng)uKF?F^UT#Y4ndl{;j3)cKy z5uw|Ruw%5ulsM1(lCow{z}^Vvw1Zk6Q-t^YX(m9M3a>S$KCQ5$ADs~#UQ{N~o*g&U z%ZPJJ5#B?}=SYJWgR(fz)Ix>VI16$se7{Tu8jHD2Adtgc;GB!MbXIZ;YHPrM0w!sILIp~cjbe8LHXS(G?-l8 zob(BLWyKDF4n92!bw!ug=o2VJ;pSjLK9+inJ~enj3R79)#pRbfZwO<{@ZN_=L%+xM zyK*%ZUT&4@reHxbOLB813c=+MZ(?iMRCs@nZ!ocJ%65NSH}+kIB%h$sXkIBiMDvou zLr^G?BQFZ%?ERSHujFO)F*tNhpQPAJWJB zR!Ht5c5^Ofr_|v^r?M$TBo{I$=DP(oC z^E{tZJyOBY053=%v(_sc8UO|2ImrEOUD1F4;pe~o@XJ5`=O6y%fBfTLfBe^<|M7d~ z9CZ1vKNOV}IxZq#9)+9f)+3NND|gT&Gu7>0OshC35P30WZBQ(KgAc#nMrXe2?zKw@ zsW36_@}iY7Q(^dhIxD4aoV;>va()mY!z2`o;n|xbrBj6$TZN8Sw+dg#!4G!woh|*s z#zlO*W$8IR2b74IZlX}*$I(lE9{I!?gbnKTFS??3(Kb}Kj-_>@$zd>0!5B&j! z=hGD$;_oM$JkAP3{6D;C-?AnUL*Dpg&ks|U{%|iSKHS(EibX>_x-V0qnEdi`2>4Lg z@3mn&h8gY1(jV@;hzMi&6jAIUeZ1|aagdSa3P^>?4wrZGqIw&7{HCnlMvkB}N6<@; zQo5is`Pm92fA)v;$lVk^*v*%gN!wkynEZee5miG`*rc$===q{AP`T9Y1Ilb|3d~gn zuX~_Y)90Qdyc1vSYyus4);hD)&U>o#4b?9qN`xxEIRphF($fNo5Np`27=x{qON1As zkFS)_FYcxmsG{!zYu7LDAw6=eDZlFq2DGj!{NirmKf`! zvY~-y2^h@h!wrQGcV1FnSE0g-I>&P_E9e(Z6UM1$)>DQTvpUSW3NM>tj+0b2O<*l) zFmFCX3JyYEQc4%#g=V{7H({ypVyNBug)YK-NO?~Q==byDV(!i%E^IJg&_Pgz$W3Pq z1H-_M*}N+&wqHbkw=#-F2y!Uo=Z_oD5Jsnk(N%c!YI#fWy01HIR3Sw5;YA1I?gADw zY>V>{4eTAgrYNqf4r?0cnWShl z7uX_ceewHUv?f!77o?AEZ(V~Iq?|IQ5R*&>G!}EcsS&fv3kx{~VpapaQ-l4hLm>=% zd8bou8D2DZzAn`Gs+iU2JjhV2Da3Hdix4|x%J8De(?+X&ka;(;9ow2!2R(??tAO`6 zf|oGWyDIl%e?al64uyW*%ggCv-bQuBI-4EG+f9;RGiBL0ue5KY6!7vsygbBB!R6tw zp2iWE7Am}UFDV86a#9iRDr+vnYdp_3LW0*lu^=hNNDW?)VwBnz$O?_k@3$kiEOB4$ zONxP13cWNK3j$KqWK0#_eHRo)1^KNl2oDYSgqhZHwd-*sE9 z!3o00!@X=NoHsV$g3<&Qw38R4D7BaZ_Jp4cxTC=uva+H00X>GIM}&rAK}th$)V+o= zKkPiO#z#lMnI-QbrCbuc=K-3qj?JeAFGwHHsgTffoaBxnyyv!RBD{x`(j|DYpM7y_ z`B33q=#beGyh#7FNx4jg_t=p>yIEnoij#;w)`r48H7_ZX1fjtTQb?;DNcP3Fo+FvL z6%O*cq>uNeun_C;`e@@0#v2;EAVr)?VWbv#L5jqPLKy-!b9nGMil|(Ma6z$B^}It} zLb2|B_an#NBD@%5;?r8?2qdd4)-^Dq@&~&w;(2dfp_23Pk`!%wZ-=pd(*Z^>s)yYi zP-RyjK8P%T6EK~k@x@{6T)~GYFXkZljLM}4ajRxfpSybHHcWs5@!Z3)1(IEdm!w$X zwgq0;KzE{ZPMAyRcU;mVqpRrmkUnGgS^A^+-`gC~R(rz~1Rd|t?o?hu(o%pzjM@kg@krxGj z=jqAH`GCOLjokq{6l{ulNh!AkuiHlW*sX^KuXBT0ju2@4;R=!9)Z{42rr3I!dbuE7gZhL~M~*L@&OAKguZ7o^7#T&-|f!o&;Y$(+4H z3&s49KHmG=R=zLOD+yT#S2>G2Z#hDvI~3JHQ9y(jN8w8ymlU$};=RcgbeX)Ec5P51 z@@7)7Avi_X`Q7%)d3l1)TQcNLLa}~+kJ7seuXnU_jlxCsGgx0TS-@I(Tk*VQ$n8jp zLG|S2p!#DCN8tm^QWCpKE(IHLUQ#|hF2Rc|$T`Oz)-`xRdLEuxc_12VH^;{X5Xkn- zbxDsWu-@(@`zpPnUD_7j(v!XC=0U#dRd{IkC52)Y$}7mr zJsRgASMHU-)LiG9VvKdDuh`4Wk?qHD6yT+1<4Tj^n_mWj(dc~M#Am?|b7oQsNz zE#19#L1R&`3O90qH1EA!IbnH0G4TMyHw6^S-T|cC-6Rh3yrh_#tFWec@rug9(79{y zg7m>NRC&z=_Fw`L*@4n)UFpAfzb0dr2aV*@BajDKA5zF(xy@(YIMlg=!>ttu1tM>z zQ5)1pA82=3Q=oPPydcF2GKDfet|2?5Xk=1o?75B|Qy{OGn|{@Y`|)5W<(5#ayQ449 z&rw$4o%Td;E^tvLW8^s1=envqvjd<&gxsw>=%z+@Wg7~M1K5KmF&tcX`qO+)SaQjbk;#*wPbQh4;?USpw-Rxqr z`Q35jtj1U-!HXLi2f6vu;05UuJrp)&Y^H-+W9(u}@RIZ~dmV-QriAg%nun^WimwFxuNyD1ZOQ&%gZe=U;yK3uu4-x1Y|xoKyYxpMUz{r(b^0$el+T zwnj>*xL;C80q^g_ivbs{RW4rkhLG}HD3QyqaFFLEJ#yO;;Du&qVsCGbCc>NCtDdu~ z@N!9)N8JI~-r(%6L?Oo7tMY}M7m;dJxRCRbK0bCR@NPUkosFqc`XKL%_?$Oaps^3U zBt3Es0p8wdInuJ|D!hl3*Od$}+oE#S-PPrtPF{1|Rtgqlrwzs8>>MJzAjPvQ5JvZI z3{7$OoWLM=r!PM{^t+Y{?_&Gr+6w167{TC5tI8g3k4yO2HigJkKQ~lg$Q}6W#p2(} z3sMY+8$*QmkWwm~=f(4EkP`mTx}=a2cI3LGJkN#esJ!Ef8jbL)ts^+WV}W z61t$+*?iP1;PQ>2%SXq)@;)Gf0`c+YyGtmRq{#L86yTlwWE*AaC-#B{<(5$_EvUCi z>#s5?utsGVlYCjZ)_xr4uFp-}(sfcJFCtEEQ?MoSlHvq!fjX(N8BQf{<+eqF0udI4 z3D^?GjL)DH7-jO|IMd+$U}yM5xzNM6rhyaw&Yc zx4#w_Ri+AWq6;Q>a}nM{irq1DO7Nl@XdO#xzg<%Ir88-4^Ap}Y*a|BCkn*AyC@^=9 z(K1SfPuM@Cv?vvL?~Ek`l2aj3fayvgJ-)&cSnma1l0s&x@aB1lM|OcIl{1bWi?31_ z;XS0hpO*;lA!XFHaz%n05Ax>qtnl!1tl^zfnoET@d5{%4QJql@bY`COyd-!@icaz+ zP{iuYCag}mWOx~ol`u4DQlbC$oNANcCF%KoC3xewfaj;$0`KoU zHxp`cyPnp)Zhi_k$Wn9zgW8I z@Q;oR8Qvq;Qb;UJ`bTl?=ak_+R@Uqa@vBLHVN$;m_toWH@Q)N$I?SZKLHjCAg*OfF zuR>z~TF!}6Ezx>^c{l9mW&-vGB6XfVD5nhXq<#hL4K$7&Uffz4rosz*ayD1^exccI z@ERoAAuliD?bBQ!pF+!O^ZVTr-|xPp&-sW$;5|x2t~z>Cj@&Z5$S*X7O;U+U22M+i z{ZNY6cW>`4J$*v*^KXNjKQ%L{LC zN-VM8e%_&Iyq{a)VW<0AQoN_el+Y_lVNWU4AMK;rF+TRxDBOqwP#{7oG%8%)F=$ZL zH!z|N8dQ_duBq@M5g3^YyeLfB`xubn-8FbYO8rg&Uffr$8Re4UT}*t=vIbq<0O)f)tU9Az)Z^e7KE~1HAzo&{LgD+x5FDHL`7J!}mY_i7bJR2x3sPEC0v2RHpKM=o zTeYpOX8=wR(##OiD@b`E3q&pqv&nX&REWgkB%61h=UsS$eqfFJPPp_V-YWK=Ltg*z z*B}4(`fCBM})&$x}0%aHY+o0|uydcF}Bv5uAx2y(l?`*B^ zV#7eyg?+x>u5cm8C50SKg?Hc_j}!hxUVoiVNBl70`W=kk`!{t@Q#J^{C0iKcjkO2ouiI2GH*@c3HD2h zxm*%YuwPPM(W`9gXtJ)iW3ve?4gtO9C5047rF?jkp=W{37ZXXcVVtDbRd_)PDKJ^? z!^_E#T_LnFPK!JbSdyND zJg347gyg4j!njrLR3<18A$QkMEJz>UwzFFS6)LKX zmsGoQ$?z_^ey+lcB=&xt=KRvD+1SjBE_`?i0xI@P3K^lo8=R;Y3ZF3I7_hFO<*vaC zQp%9wJ?D9cLV(#8O=tMP-a~^Iq`bAd3NM;^=U56RW#WG3rbAPxoU^>7kSW8P9XsF^ znjjr>=Z3?|ie5Qy!Zq2!i#bL}D3+w0J|IwX<5-f`WA9Gj zLN~ATBnP#;T!nXCEq4iClAil{3oPB8&SFUB7F=Qa0C^qL2RvGc@N&~sc7^FMfmyf5 zbOv?SUCK&M=R9Md3ilLwCkh3p?Jbc*33j!zdn(?Vl3(QmhF?T#Sinb!4=EO*zkP$g z^(jSEEag6EFE4>*=;Q?{q@@Zk!p&1*$MA%w zYn?CBY9hQKg;YrNUfzDsvjQ&?CzFLob4>|el0v2oFZSBRZUSZOlTP45IzLTUb=;`F57zSDoItgxGMB3a@Nj(&P25w_ocQon90b z?Zq)`U7+X$ydZ^CXqmda2uht(T={L?up#z+ab|5!5aMo9=o~9L%&i9Ahht8@s%mq@Ghjzi28M9OJqb#?~@Qu`jPeZ1wV@?{B&ZAcoufUfbDXQi zY#O{E#jUkMgBPS|`fCDF$mC7MxW>+1H?Bd>&79^|sL{T>sL?)lh85N;ZsNglwR^Y1 zMR5QHBBj7X`{A8DzygM2GLYeL|H2CogTx7LOj1Wn0fPd(AU(1x6kCuNgSd`RaQN6J zW4NcHDFj@>3sT5sD!dDZR4O!9aH;SJ-p>mAcfbo$NQDI8{*WSIBf*Q}zkxD^XbK5H z@Pd?b$?z_oX9fKR0~rfemckUS9hVeRA>ev>5pbQahrN82AIQWI5(m-OC>*!}C=e+H z0yiJt$pc(Bkg+gpdavY^A^}4gyd>rI6dJrBeSD=rCFE)ym4TohF3`mYUXs$hm>Rqw z#S|NXwOI=_a>u~nYZQeI41xlY*Oh4~7NjsRq7^nU@?6L{=8^mDSctD_5L#&88xHe$ zgvMfr)nPeyN9EM{iNZG%M|=!!2^#_n{XV=XM#zlwq81a>A+Xiq!@J14>&MR*_OXm` z%D3LZ_gKv=$Tn+Fv?fp;$6?aLj^`IMT_89$xoI}JX|@$!nS4QeyPL2z6id>_ck{Z_ zT-L(A#^g2CT5V1eQVK+oKfIGOqzk*axgYC3)^T+A+j8u$x_|)+L`a1T`0}0$7_zcr zcYj6(?qSc;QN{yG#K%_4`W4vZ1?gky0;|lydwzv=Z*vU|UXY^msqp%Z^M}s`E?NS24;WT7;h)_f74rgK@TEiuixVH;q7tU+UZN;jzZWtx}ktGDjUcI1tN57 zL*Oj$OUkn>z`H>ji~1EsRZjyzwl!n-@^>@J>a*Wd*yt&JwZ>&61) z;|3Ovw{jxqAv|(sWk(mE>KF(w&)F3WsdY&o%h?qkAVweaI=V}P7o;?(whHfH_-3}s z7uBX^LC>I10mbf1%8RQ0hl@W!*I?6NE?jZ`E9rfShJ@j!XY*uVmf@imsYJ^#>ZQC(@-r@DVGlLqTC9=h|sJ-DFo~=BA39ToL_+x8P04H z?@>_0FsfDz8Q>srrVKD+H`%9@H9bgQ!Pk{=-^CxIr zjeD@C4DjTol|u%YX@%^i-y=*=7;&Zb`lRSEIa1-P#qfmD5NtQ^O#~RI=ONld;UVI@ z`-M*Qxhn6f`;~NEE7CMn>mzegZXMu_sD{S%%){KTC)j0xXQz`d0_;85cb}_?00Z^$ z3{&tEy73#Px3H!R@Ivii>$9}Q!45#&S;t+F_;~%I@_JSQ1}bIgiaJh`Saz*v3Dwf7 zGRoCufET@_9U8!H9YJU7v&#Tu{@Uyzq2a}Em{Im6;Q=$jeedcSBEUf9rIi}M-Z2Zu zyGEvrz=@{bb7?7*Kf@I~-|)S(LIfD7kL{MFjp#u~!C9jsQAv1#SxNYMiu@M?bDDf+ z={~{1Agsf}%Bhe}xxf?AtCTP`E--tzchAyi89`^mK#gIp5Olu4K9J^a5)TnavKh-^ z-Bo}ODr7Vn;9!MLl=~nGaI&p}13l-IF%eth>W0gNPe=MsVKD!@R6 zlxW<(z={2Ut(ESOGj3!;N1$sA-UBdDA@`60#>UHYmTSjv&W&uzV&*MTsBY_`^0IOb zU?2NRZ!*B%9$yLzAP;cj8%E*lk*)*mkfx(y#3xs)y(k0uzhi0)N(n#V0#k0&0QMG* zQX?7oL4D%5`U=3_==#zhlxR`Ez#Q- z7;|5AmQ;X&%5QjS0HYWw9=Eo;2ry7tjHFO*#=hQuC&ft2h`Ei-m=QB}mM+mD=|&W5 z_qQeO|NV!b|MtT#|M;JO_?Q3jkAMB~Uw{6`?;14d58eQD=`6QjpLg;BlDM930mEca zqjdL}b2nt%i+I;3MdR|=TOu;YCRe)n>9g`hd_k|=I-1>&FY5}4B24KTz1^@)>3I^I zN47anLL@`9IK=o!pAt1G{y~MW_cjFiUDtBb$K$fG+Aa7b4a6MJ??`;KAJik4#QJ3v zZ+G7}kKIIofy#F%G=MRey5n+=Ap#6kzC)|T!8<{kDLM1lML|ppz%I$24xm7BFsm%7 zZ6t_@?!6DCxw3g;fp(>DlB=1rE-5NWo)BPwqF>XXe%DAjU$uO0__@-ii=G5cWcB`r zKwgE<*;GSyr^wIGdj7#%?eUC8sqVxR+m30ELe$(+sH7*TH#P)b?6mtMIij(ZLmpsd zA8nzp1<9pwN&HGd-IxYjwvcS8Ml{#tnt1k3ApE$}#9Lvi=VG3vFPEh=S|y{m-lLL7 zj5P@&QF{p>*`Jhra&`zx8Q>ikSOct2z_;a&Ri@EuT{r^T*4 zbnK3k;!bz-E9V$j%>yR&uhPR&!%|MeAS>3xc_w-?qZ053ZE;EscQaii&O@C6;b57} zB3ff_h2Wdze8OS8)->@!o@Cjw;I3`#he?}Ym68Vvr2d*c0E>2QmmbH$rKL9BZE@<| z`Diuwv$^W~ZsSzKJU~}YQkicZsd;T%QKO>rtsku-{{hFsh#rU=ap$jZoUjS|7XpM} z3CI07?YqkCdue0|XAB{ml`VF{^mu4Z&fh2R%JSLJpTojU9$!3K#>8nWHpmrm8!QHx zp8oUD<@9GE_9kMdIGzdM3s$$68ze>ybW^->8f|${6_a{jL2M=2h{oNM6q3OvFEAUrxQ3Hpr6 zJWr(becpN|8^y|$2??|`9^!LAHa{`(wR)DPq7~0mkqJMhva>T>mY# zK6{>B?0SbZn!3BWaA<}VVnMMlF46J4z=8(&z`pE#6QcR%a~ct!;1k>v1w!a&l29)$ zW47l+=6Rl^jsVb;8*E^JpSOh{Fh3k~p!kO?Ru%Ss!9(j3Bu-gwQ2ntt5iIlGyy8^P(1);RijxOPRhUg2mVn{V>7GX57+9{hinht_|h1BQP9br;LDm%J25lO1VILAREjIjy0UD|UGbhvFi z&PDT1k*iCVfRFFyxO!ypU)#Hfw-;x1U0?oQ;D*Gle_-&}?s1bk`g0ricf0$qs?D%= z``b-6`^}{t_S$bu?Tl%NQ<=%kT#+-b+$Wej#Ls5+`)^8D?EzG8GGTQ$iA?EI;R2Y=OA*^&i!E*%E|0$mvTy1mdXN$CiPn*OD-T!cIh(fh!@5#f;^#rswTYd-5V0R?&J-1aDiPcKR>|ib6IumsB%p~dni`aM z6iA^;VosTg-z}N9&DH%+(QGBJLJ~fE$J{1RM5o8|Detr_$LcIa2Q|ai$v2gXx@eg2 z+jfw^KeJC5%|{(FypZ<(C-=8f_a*VMze@Y!31Y8Vl6`|}PsSx^|3Dv*s|OLA@{<@t zsD+}O1M+VR(NFOV{srYey!+68ISJ#5PylbM=mpW>AP!&EI5pEJ;!U8`n@n5Wot>h+M*~#` zLXs*Kk}&Ay5f8^8)=Zc5F-pACLjRySQt%My+pBD<0g3RR+O(=4uB&$xgiUcx8Y?s$ zoe{PVLJFMw+e+=ZkB9Zzvq}#V8Sy5In3gSKecpqz{~#oQrRuXV3%PdR$~=Y49gjJE zd{QGoX)aFsLRj)SahlFgp>wMjx4z;g?f26X5X0B``42a$ULNUX^aVX2N>Kve9WyoG zm!Q@$V8et^>hzDR>n-@!Q_bZ6I^Z$r>TbfPX?fFT@#3*5-@H=LDr;b+I~3@TmPp!6 z5VTacMm|5ICwWetHtgP!HTAzkAS;c5<|-6}tS81-{M?X-pS}g}^pV&TmBwVxFDz== z>VRq6%hyIBlp|N%Co9ipb%UEd>?jj2u;MrDiXO$-y;i~9jjEZPZXe_j(r`i8ax0)V zeCxMihyo^rXtnz6FV7BY1r-1L_;rs+CXA+&KuGhIIwi0Y?1r`cS`}(*idCKy@smf- zg4U>b4HBH=L|QuZ0|TxiypJTvDQB({1_RE&i{R5rQkmG@YR(Uuf}R8=@F3T( zdTKfIH5r%Zzb+}y{Y8-S-{Lq=_96I;Tx`)7pO0rPznFGftKtQRKeer(z^ zoYi{cB6tul1Q6SG7cUk8rb*E{uvT-N(LY!VkJftln6|Qv;z4~eR{kn#j7)%D<1~pN z=K+{)o$#wru3OXRH69bRkE$@spTTL(s<@SETEcPetCX~T#;oq-%JdWctBshEJ7mxD zzYyZ(q(vML#S}YNh08ApRio2xL8}q=Lm=*gy@t8_q@g+nU_Uq?t`4Ka)jxvj?q3@% zUX%N67_fcGxv4z`(<+T2j}B?EX?&svBu)dSrZ44tz{AVNxH+n^gAxB9HZi6qfcH7~ z+#yVQ^$WQymn?tpC!t0_GhoB6%+eMr#Z>Mx!r1r`#_*W_}bK7p_hcLx`Verk$?VQ0TllK3ZOhk<2wKR{!A@<^Rw0VN!D&*d24UG z4Fer2<+}>^QHxz`6SFic|5ZT}G!G$Ls#2^d;|_Pc$k`MC0EWbECNm&B?23BjF4IN% zm_NK50kLPc>0B9n_z8UUtWW%@bujhr#`5a8{7w1miJ81FG37t>q?Te6aORlt z4=CaqDj_WxUG(;hhrsH?h~9@#!pEW08H(HU1YEq|7Qg;DY)N6vP>ea5O5^Kvo!&Ki zS4N1@WX#aDAI($nzGaE4@AaZ3UJ;c-ndy7bz&JZhPIJJcsYezjq-jxsv7eNJL&>g@ zIQE#^T45osx(IUjnqZNuA0qh7)g$ zbsI$D2gPXZm@A}yYIu(mDuf)qXv=Tx46CSE|cWW*|x}SoC_q}YCfQLw*M>%B5g@5 z0|aJPnkS*;ums3Lj0zK-7fdVh*_xtyKk9Dh8leUXXD{h_#t1FWl|Uc9;@GjkV3hS; z8|TlXMV}8p{linG-5UMdmh*>IYiV2@Y@Ox7$#IsAwfN&e2UZ5G2=oyr{p>z9Z;?Ef zxH-W}+BDIz0#srm_{b($Le^7|hVuFncc$pn?lju*{K!B`3urTswMIEheYw-U zl{e=ECvpaVQ@guXh<#;p{f@vkZP`(=g@;z%QDF>D(m#Lf@@Z3hqXb)cGKTQ6;lb6S9PC+_is-6n}|t<{Y}zP z>E!rE$BlkOF}S7<^hs|ePy8yo)-8#={05}KPZwW<7`NM7Y1ILgmJNaum?*qpYc3F6 zUu-uFEE)IK0wk3l!slf!JXa5l_vV<6Y4zwbU}C~`FhK;5nDT;E&fF)mkqngFoFXu7 zE28UI_W;Myq=f_)?tm62-3#SQtq}04{)!40X7l+e`1)lW$=aF}zlFc?nncY(!_U#X z8B8nr&v-=zF~N2Pww$hZ9PI_~S6pM>6Sf_Z+nEuDOZF^SEq(}}QCS}umWiBpv$szv z9Y|6O$I11?x?Wd(HY7i>yaS%*#`uIUe%U{^ugNY@C0-E}vNSmPokS?~j(3G=bCv*$ z728exPpzpyfGMToV;2nrjbD8@P~&-Zkzvy9n?u&bj`jzSm^K%8$wb%l=qNSpZE4e< zXH%h>CXP-gR_O`)&4Mh$6pw}(OHRhpvWGxqYTq$Z{~lHFQx3H6k56mm&O9qPaZTY_ zczE5i#o>ok${8yPvbIrCeuh0mf*guoRe8<;1c0rlQ*a?44=D7E*XfNC1_FuK3lPU=@Yc zG*x?l3l#>^hmCXZ=MG71i9dxa{y8UM!FCA)7$SAwi-(+1FwDb`W(ii(J|6qlY&9zT zK?JP32)ntozGH%M1^^E0DT2h{NspE4dyN!{K&Iw642jDFCwRJK@X-_QYQz6P~lcwi6?) zB-+tKYMa-DEc3oXwv^ctzX@kL5WeG@#z=f~EJ)VWm#G$pAc^kq8k4dDi}*vn zqz3_E(2@u~GNAJ8eCkSju}8B|#Gw4^dv~qH52f+s3}<9ehBISwipt9OB>qq8MZPUE zhON>bJ_NQ_^h7D9y`F6^x&w`p=vmh7pDpd?U5t4tsfXX*CnTa<3^MNPzmsE2^@ln6 z^AZOMyY~`Dte3H__X`}DNqC=TKg0uB%BrjRvkiDpRJknvRb>okt;}SNT)xIW=gABf zSO=I68MKwO4Shl02*=H@0Nw}H>=RsD%18Hcbr#UQgr2sj2=3FFYL1(!h3B9DO|H^T z4whmL8S(baL{K~TRi{lG#(qxaE+z2<^0)~SvDJ^!@fQe7wJrS)VHl?*>*E{ zsU`}!!<50vdqwQzL?3=dpH%00eI7x}x@SNx4F$|(qDG!JJ2Qw0J#U7jBP;IsbbHJ(2?OD{U8vPgZ=-O&~+3n@4r@Ilfd=-_d)0coag&22J zal#~{?JHFYzDJr~gIAe<9xxk@12-iU(v-mkwvS?XE`R;Ny(R&VVN4Tqa%u^4+aTct65jkT@>I_KmMi9R@97Z z(y{f$_l7J`Qo_D9+omG;Ke+$WDdmHu{&W@)ekL z-ouhP-sL3qw(Bg7N0X&d4Ct`U$I7_w`O#;G_4M|i_4QegV8Jz%-=+z2jAuA4EL>taL|at0*zjE`+s)YCy574%#_8)2v99aTw|)i| zmC;_ghXTH<OHEhT48(O-Lu+=AfUZ-PW-@`Mhqh`=8%emmgM zQA33xN;75mA^}-m?o=(csVMuCcS)8c9(ub(`=k%SonA5-o`wdHs?yV=K;SQOFK+5c zrUiV2f7-fiLI5Qx>S3T9{SU;&3+aY?6w-Wf&a}e&?t-}eUZC50zPo=X;@fQzV>I7z zw#T6>yu!)V(5vKo^RjrVmjOIU2Z-5-tC;7l-R`jzY9IWIyW1ECZk7ZP!o8J4hu?aCB*G|J_|llNmHcSec&{riBkQFvDD7)WJ?t?(C;6UbChJP1xZC%y<;(5RO z$&IORkduSvpXn;CfNid4q0iUHT&T#*-S-FQ-CRlzC3~)24XkrYVPQqDl{Q7xuYXDO zsN9-ed&!;tJB$+ThRrx^W0m}+Y7TlBY&>VZe=T)3fZW{7(xF7j5f*Z literal 0 HcmV?d00001 diff --git a/research/p104-multiple-low-fusion-bound/inputs/R70.json.gz b/research/p104-multiple-low-fusion-bound/inputs/R70.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..ab0242032a1f6a03412828fd0abe949a3bc0e614 GIT binary patch literal 11589 zcmYj%by$?&^Y#anPAOSBl`cWLk?xR`?vn11mR`EMyTK)uTwqzG8$`OLrQcoreXr}~ z57<3CXXc!lGc)(x=b?;7{SW?w_%xHVlt=-Jbv$_>i0ZyVlKaC~$HmF1_I6?Mn3aFp zR!|5(;F`L_fma&}HR{m(FS+M4nX3G!D&R0as^8y}wJzW5zNx;vz`t#toN-roMi3Rs z9>2$n4VClpNB_lh6%oJt(a{}tN{T=~@9V!CWo4pWcLx#dfqvJgQ$tTaH}`uh=Mj0i z6e6NMLOpjE=V_u(_gfKbPq%g3=Xs(5f6tE3N7Ev3D0eo-*>T460(>9m#`8oT*Yg7T zo}QjMh5Ws}S069$)o?_+?@qVYRd52mZjRU?J5Q$=yZ1i=A1|gN*eON)4eFmB4n+MP z|J;nO&Eh=VoDT&)%&m#~{dInv3iN$jLmv43P9^V2;O6NjWZP(;5z=#hZ4>~eG!%JQ zOJmP_y2=xMIHgXx&CI{Tl`q!MUKQJ(M zvyZcG4P9yOYxqI8cmwa99~+ZSA|fKv(#jqQC~{XL{&EdUdb8shttzBM2;82hGu*82 zZM_brEcMOZuKT-m@Hi8HKAdOxcvUBA@RURp@Wf7ArgLCb{sFKSEq_q7lIeM@KKqAf`ohfH~*Dv$S%wvzRx83Nk5fF<4^y@VfXby`z zjdNclfF>aJXHK^wE0}++mjSzONet z%_7g8P75v!I+4RdjS?}aJY#yui>!QpUW~qZ|0au^F0RbgVYEZ{=~dTFV6MIMo7Pnf z8)xM{V*GQ}zW#Td%sT~*Ng$7=PSv zCDM-eBNSw`6j-$0TA>-7y=LAL+8@Vqh%(R9b7FaT*R6BKX?Y|^2)Fd+|)ORn_bJ-I$wv%|k23!KF5;4ikhq$W~G4?-0$08PZuq_6DbV~5n-u`6Vf zQ>eB}KI&*LB;hdt>Mx0HXg*zsek2*vic5Yf75)5J`if*&(x`Wn^XhD6;xlJa!dn)6 zWhOBT#C#=@^Z)f#qJl|qT*<*Ue>t(G(4_}{Rr(FAjU}w1^3OT-HDR}693V!`jp{11 z=R3Jui1enw=0;|Wh)mJ-Bf8oUYTvY+q>WJf_^0auYc59Lu^rq3K?~k4%0hRa{A=%O zYc3!9Q#HuGkQpKdIlGB;CXgr$Ad>S&|5Oh@g?J~*$z5uSP%V1GMSOFy zg9DLj=%z6iY0Yo6s^9xAs}pnkXl2uaqvyw%_jvS}lW(twjPD^Ir@HQJU ze}j!$zEKw7wNpe1>213OFbxOWR2EM&5(@%OoraSH#JNBNEf(t*m?rVv&^1Zt<}cqQy|bN6>L( zj>9vr+&YUH<*NQP_}2TI{vldOhlM6@_^*$~H7`Icg5V%?s#kCRGi?IUBr>Y0T9VsN z{5D9nsbHw0txw)GXy~LQ%G4wqGEk3;KZnNEM)a-!bE3*;8m9=8z^(E=eyokGZ5N;Q zddIiWI$EcMb)ZpxFDwEeiz=VV<-ew9{3U1uTpdrZXNNbKMr9icZ*uahQLPq_} zSQ`0hcirZSOiCWEYPpVPmNoq6VObmTw6xJHa0^aOWLXq5wsdZgF(Ge-EiBr~ zHOIv2F2c`#q;l{P(@MK7h);@zxsnW~`vQDVI-JaHv<7YRiK#77JS&})`&uEwYMAef zkf~z>d|rp@)7`oFkwev$dZ5xH!69Zz{@GtOi;ur%rMDBo;sE0g_($iDwB(OfHbUD@ zU!pNsinLlJy8ksZwnu)mjYXyBiXKu9vwXt%202vyEwXC~Hs5f`+&hT+4QDzf;mYe-i6(vo(oJ*G zmbc{KY*vdVVwMxWk-_g}FDhym)OZylVWHBi>j1>t=Ky+$s+azH^Ro5>h^5aTdAg%m zm6Y?3&FXgfDj|#3??Fr?yxu;nvVB}GJW_q{GKkC^=AJ0*RMM>MyFTSM#2*C4 zZ(wf^S$v{Y$GrP&L05;x|Mg?O19G0SY@1=RJaE)y%0_B+P*$}(A-9*lpRR{+l8c}? zl-RdN$P93bO?4RP&j`ULK$3CFp&v;}lvDCuivCsOZ zmYz@GOjjZFSf6pFw-qI&{pcjm?}UcZ&6Wu6#xLLuys|F!j_CqL z64{9_dPtNm^YQ{%#dR}KmQR=z9&55^2gU@F+xotw{otPUn(OT(ukXaQ>_&ksnT(Da z$GK3_K6n_YhBW0M&weCe%NF(j;4^B$*L3=biogvptD7*`_CCZ?6Fj((Cj{Hf^SFu0 zeB(#wFnqa^V792SH}nTjPz$zYlZaO_7_Fai#nF2G+IQx$>YQ5eHaI#b6(oLGrPGA$ z4c{s9NV~fhp>J?NdigbVo1|6el|`SWw{VF}j!|>( zEj%H*!~=H{zOlUbprP$s3$N%1a1)s4cQPb@k$c-wvjSg0C>a@FMo_n# zSxCalHXL*0?S$gb)=v_luEt-Kh1&Z(WlV^dho z&%{Ubfbe<%D``~MxaE**jP35BvhAs0ENN%be=3$s0$g{XSe)trzEUNYHsrBq#mk&8 z0m;meM4f!-+|hd#Ciub|v$13Ooou^!oR*>g<`%P2dpOd2Ui}(D71M5eD2CTl!7R#F z+ixQ*m><)=$d$G8U}?jEfQi+)ziv#U(XSc+;|AkMc5s$N`tv%OB?D1)I3X_9+C`W3{s{*Xn~xG7MvO;fJ~X1WffA!0=M8LdE?v2pb(?Wi6tUgv(F<8;{00K}Nh@8S5Tpry_VNDXukRWlcb<61h zCaWuQ;hP%ZVD56sn#;n8WEmQ{l1Pru033tD?7wLqw+SNq*% z_7u(w(f-E2q}m8&(BK-#7^yK0=`r$tBXw9bS;NhRhti-5xFy|c4%z5;5oG;mLNi@5 zOc_rmOH8phZ4))m;#m9;G$-+WjZPMp@R{4a)lp!nkEYguNYcXARHWy>SVt`CW~!o+ z+j1wU&F<_sCOzd29%Ys`Zx}#?>4hvA~D$~2qO-nPI{0mGT@JR%7V8W@wmxy0()+KgVE9Db51)Wy9ram~X@M!rYs8(F{| zI#S{?H7dg0X-^VCd*q}sqy=BOxp3F-Y*+r@+OMk2rHc6fMHVieg*bVF-+CjlQxo5*lD{q&B8G@Vx4C$?SKk>i}n<4Ho-TD&z z%W^Mc&SUp#vjt^RoEu^mydGJVdL{5aWN|_J%uC5VS{X!g2h>%%vc6mHra+d z*5X-;zRhjVc*g$JM(XDO0`AMOzW>h8vaLo8i~RUJ(<9yVL_GVSX1v~|VFSWeEb;q|N^1YZ*= zJIYn)0f#x>rfAD4yu(>q$Ns>^v`^pDjUx{nRyB@Y{LXJVZHd~rgWcGROV{dAjBd_U zYP4CfN|pxJf@*~&=}T7$vf|f?7I%)1fTRhxO_E@K$Vd+f+$GO1cmm zm*~Nq52OKcnn8*VI$T_J;o9!Oxs22J;dl)#w6Lz!WcX`_fbngHezS*Od1m{XY0-;} z_AS$of^glb0HL zCuMrQs?_lPZE~{!NO?G&m!oidN|T*P0$hu+%}G*S=~4ukK4;Ojk`|TzUrhVCJ%bE^KwgzQ|YRa4_63E3=Vau8qZZFO!$tRC;6-zbB zqDN%9EoZ8x>L%tfyHn9;2ykhnWb8F`B+rVc==OiMs(ry|3VJ8wBFPf@Ic?7k*Frin z>z{pwh%<(O?%;o7y}2VxDBA!b;Nw8F4Lctv z%;?FZg<-1sgs=6LQ+} zBIZfN0VJSb7RdbW<&omPKmRQv!flhnW-1tUa3%fgPP=*n+{*C7A z%^y;F%96wEnAINuNfuOpfBq$8BC}hXRcUh=IDr(s)MZf-is-Hbnva1-W1FP@j5<#g z!Zx<`>nGr_ngd!^usJ)Z9}6q?$;<2E(7q6=c9)-17YgYggCVJCQ@aMO9(b{PCJ)Vf zx>x@j{2E&;C~Ppj^?>+9{PBa->|&BY@@Ql6=2fcyd)g+-pQ3CX?oxBXkZ`OC0BKGV z|L+-)f)Gv>4UOHA9QlZauDZ*PU}!QgH=eqifvel|{>YAg$lDT`H3E#Tn4?r-sz1ES z(1vuPq&V?auXFVX1SBy5L74#wveJt4QnJOJe}WorVA%;C4&TaE`0%Th{Vs)^Qtn5R zTj25lx|(0YPJv>z%;|o4~OI7nSgB7V5;H4b#HQ+lB zL5HNJD1r?=*q)JUY>v@hM^9p8=e5`HNv7JfhnK}Uyn2a5hpvFb&Rz$qY@>;Z;(IRE zdOj4%mM)?H93mb0iA~DU)xwKP!l{m@E~yQ@z@oAa{TFvF*0;o3tk0qejaZCv1`E;_ zaoI<&_xpGvjgZbQ|J!8(@{f?K&b~hmYAh4Xx9?g(u%NueW{_!*IN=&hJwb3i-c#aS zSbu@n2Euu%RC3ZT+gGQQk8P%){T33Q^@+Zp>-XiW^O;w^-S=&LBU`V`n(f~e_ori; z-9&y^nWh7$th|#CXX;!M?tF%@*90j{(_ddVqhp#GjhZ>x`P9K+3niFVOB!eGrhN!W z=muFtAo87+6O3E@>kk_^+pO2^LcQAn%OC4SsaYz4wsSP(fc} zz%-bU6Z5eT_FL~ilP7$J@^q8k>N3&xXo?;T0N>MXcfWt5<-e(1jRR}zPoz!VG>WHT zxQd((-&EIl0fi)QjGh2Eag?PQ%u-;K>kLD^tPLBeqQfIsd5E%Y1Om?pr;y1W`&f~Y zD0K;|_~t{K&p!?geNh@iU;aeFlO$}Q8CJYavIAJs%vl0-739;6oVPst4b0P?SkSyD zV2<>_$+Zv2?GGK3I7%j7hzQ^5C;2~=Mkje=O`KZ7Q>lurxb8T^ss~5e=4(~B84cs{ zCLAlHHGxqu&mB@Z4>9f@f!M@`Y%IA6%N<~3r?)?^Ug>u`&P>Z6JN_y71*U$C83VkU zEod`GzSBW0r7!d&oOM0_v+)uxM7F7*O3WC>d$lnhi^com(lk-KJ@)xPR8)oeZusry z3JSa#O#as~3W6n-aow6-#_hRy(oc7;l%D$wJd@QQjts&Ybs*RBZ(&u*a8hpAeAunL z$Jkaf>SvuNbJk37OlsImZz&1&Kw#`o>HOmIB_ViQ`wlFTL;eG;b3{BQgA}t(k%$$% zcRBhl^Vs{63ac&27MSY0iY{)=X#FM`V{5%YpMsw6DsA$&K`P}ALNzj&!pe==J4KYo z=(bH#nR(@fdAEo;+d4K?#HZ>Ki3eqx*3Y1KJK<%V-eJXuODNy)b{ZA=bxGg!hKDKY zu%Hc?OsHW_$4U+ZmTpe3r@c`#k$NUyUCQ&_nQY@x_N3FU*ru z&0Mw-X4A^gl&kXDqm5fJo0}$N!i(4@SaP|e#W3Oa{EWAr_NRD`7k%;rQ+WdLhgdd? zXYEyX^qLZd+Q^@$^?M|3O?RmZ6qqM^59q<06=XSbQ4@c|*u&wdD&NyP7A>l+v(PpR zg1R4nQwU<)Bx$Ne0!dQ)-;eA~?WVjc4 z85mx#zfFumDYx17V$%LgBGcV<6oI$nV8mp6+$ZiMt}&)}3u4 zI%@GYxjTt*R9$b-%JiD+oQtn8o-CnD-P7L>35v(K4=Si?VEIa!P#LY&{|^;who+6% z)oekRoR;41!eWO8oc&Kv;OC=7AM;^S!cfz9^<;uw01@FEpv{be1{0K9j0#BXPL#=^ zHp?%z9a@Z#6y1E{V=1jRw($j8RKK+Z9tdPl+Aj@K9Jiv(_^Glu<5q=1YPtm7`CRKg ztbRmFTc?r=RQ+HLD1ONwtH9O1hi@ltIGeCVL8i-gA}jOZ6OX)^whKc&B9mlFxNXZ% zkh_kXChXoNdI3AJ1DQ1~Ao62L4t~1Okd~rMVCW3A{OSd3Jy5uC6lBh-(>d0-3y7VB zSb}pq49THO9nqu4L>t_!^pLvUI>U(btM?m6*+33RLq4Mk+qbI{7X~+chca4vu#Fcd zMLtuTXmWyIENzR?UtZVMt1Z|CPvH+Am>Bf3*T2aIPlPG1dONwSFtiTCsD*8XDEHtv zFu?*JRaRa|R^r56WTwto9Ia80hy{51pVmTmh(sdnd<=rs);n1peW)P;uhUs!PSsA< zA>>E*qZf>?*hxFAbq_j7|B)5sf4$7@D_ph zSBP4b*D8ojFqhhms%Z;=C_FWr7*YL}@yJbFs_4DG43oHWA22~%prrmpTQDzRTlDh0 z7;mfjuwNc8G+RBI!S?fAoQLqrNAYrj3?KDKXJU`-A6mLZ;)F7hy~z#!R-DV|UsH%9 zOdgyTc^_#Il2ju7rc@2SQv0$l!ip7Fs5vJzRBB94c|izK9&bIB zf|#R^|J6RTH}>9)r|LzhdC10E@Y}N}liFCKjmG2uxZEXWHw(lUY;%Y6-*M(iyyHi1 zQ&C5mtp6g5(J*=mNV7nV^r?^O5AUTrxgi*MoN!qA_>3~x#na>UFeEAf>d~Ctg&_|- zR0A&d%$#fo*i=c>bkfq1yClo{-;gqvMdavZ8Q0HZTJwrYiuc}vD9PRsa&`U=PzO$W z?qx)7d9?qdgRVQiCDu`!1W2%2`zc*d*@@{n4yWMyqNZ8Jw2^Lh5xU?YUWl&;xq0cK z?GY(zz!pJGSNIcYIJ?F4&R1xp^ce05PDR3>rp;Ie<>Hyp#8?HINnTRJ-6uV~m1DB! zvK|QmCIYjknYkq8HwIaJx039{Er-*r3}(s2NVdbpY&l|~p&N<=Lr{x)fh*jfutLqa zL(#3Dt@`sYRt4X%DJwnZ8Cx)lw3m@V(H`+k!SXQ*LYGl7j(V_9uP6x&mp?AJqAJ~jDP0Rl2_kqk^C7EO6h~jeX)w{xzEB6&Zyf7s8A>$RFn7|Y+ z_mm(q_Ocsy3)O&Xi*ED;w_-7h4dBiGZnqNsbg&{R0PEZfuWl1gX)TCj@Bc-XIKCb` z&@TV(qTdf^FOktWAqI$-?s^VmYT4cD;C>Wad=}qYlBzW%qVVF3TmVtq% z)@<-*HALf>Gxw?|%RG1EQzU%sFfYmyH&#n}y3y$D(y#-Y9=zm0#MW!g5Lq?wHwB86 z7E~P$1SZ9XpkRJAj#>PwB~(UD4%gxFevIlZbK(3QN0e1>I?+xe89y~7%MR*td!hB{ zw?U;I9J6)%HJm3-FNS|)3t&h3|6QEXetP;eG=FwUO|Khg&)p}VQ6rzv>jsof(bm*q zuKo(cV_aKgVDGP*cbL{CYQI-!7-{H7J+?juR~Nw$ezBkTAVc_`q7QI}BR|fGo0G`A z2VpO@s}zZU4ZH<#h=|25I<21w<|cd3TF)$J5%F8nMWf)P6ECcpDyx7b?%C$fW6919 z$-W0JK1FktX8fUemR;W4-RN6K`rD(biyn_!h4&*$=S!S`Od_c#WWsvvbVmu0e9R1o zaY?9khGb!wb-F}hsC8z}gvS7Of*~V%#C|MDn#SO`{Wk;5F|n>eCMt{}KEDh6ibM&G zZb_-Cw*G!Jy&u5{q}?o7Qk7g0` z1Vfaj%y2X(Uxtd87h2^dxmSM5!><4B8JEH+T4q5}tJJS?Q_%5UfWwI*A;g^YyD9$8 z%)0m75r8vh>T!IR%;89h6>39l_OaDFj{Cp{e|NeIudkUZsUQ?X5O*AlUjbDix@^h4 zS=i$*n--q~j^1zo>&-*?Ik%#lyuVB_eSwABxCWzW!Y$iIHXVm8b5wO*pw!n$LWZtI@@=)oj(gxeEt+ z!xO|!jhw3DJsasNOUMNpjn7x{ZISKRmNnO3Zc+@@(6di}QWE}7c+sNTISO1B?olRJ zURq*imEX8yhM^`U5D&+OP2aAKynug{^fdNbDS8?4=id|KUS00HpFA|V>rYrR83ey+ zgq?fjtsfZAc6`5=Z!$qrejjb+*{;X=6+3(8@?d(M`$-^$m|jG%rCu9D;2#q6n|BFo3Z_NVS18adVZNMP^q&Y4Vo_8 ze{>_1k-yfXvr9%tDlou~5sP7^A6X|wPo8$HpO(neHdb4PmxG!#x)2yP9Zx|-tu zi{(HLCS!@X%I%<~mRe2-Cs5H>+1d4ZGq(=HJIBj>4;>NGAMe+grqags)X0C1Y8uw=p;}Z;{dQb~FxeL_ zbW0yR-KMILK9v$viP>4)A=LJH3sSiOAWNJDqpXxR++Oa$} z2y7NRm-YMsNCNwRQ6437Gdedn|9V#3Xmw6@TWHnORf=ccidk0Fc4HeI*Imnj<1jIy zy7GT)JY+gdBCB;$UzA*6SIbeqIPN|fw>sgZ zpZ93Q@{ih7{f4yoD8Il;+WeChs|hEbQPF~abhp0ZLg0^iK#kxleCDIq`@iMmy0IFY z=bg>*she!>I*~97*{YGCtR-{o^mL*?76(5WU%BC=*R=V5Kipso|0(Nv>M%GTBgqLw z2Lu)LBJ#K$%i7ij9DvZxkHU3@tVMIR)lMmxBsi}NtX}!#F4gS_WDg!SUvS(B8^?B{cQCdUI!MY-4xSCB+*s8un2tik^Z*6K(q6*4 z9G8z9QWW$MOLDOEHk1tfvqoZaqhZUMV#VQ}L9G?H4hIH_cCI1Q#ZN^^svdigVa<680WR*_(winxr`cVXJI#m#$6y4tbg7O~HH40U~= zYTls7W6GyL5u$;Qe=g4cy<^+{XcJ&9JR~r9etv(`)l-LqGmf)m6M6xpkoE(Bk{{D4 zHa4<#`ZQ|e*GrNkBGf3h9=x9V*q>(d40A>N{R~-pGe5c~Qj-=7IBCJ70Jm3{1UO`@6lv{fJ!kv3Fz mmY#RsXO=o^iWSc&6hAa{@u%mt>YsnfPig5d zYWF|-Ppbd<>rN&7f^!=1Ge2X7J_r6A;RoiJGyD|zsqoX_2kK_1o1qSmU!ZP*x&`VM zs9T_JX&Z(=P`^O^3iT`0#kE(cTcK`+x)thHs8`2l#W_^?X;8O8U8au)^&8Z0P`^R_ zhGo!igSs8+cBtE-Zijju>UF5spsK(Y=X|o{nxAGx8F!bg1!EI*0E&=R^{Icgo*!-l-)YA)>bZ9{~U4sTYc)#Baol1QCEo062Ez_rx+Mj3u*>SyGiu7f}I-l+2D5$~fPkQDf{5MDng zaIbKu3@|QCg7`_}7vMY)5jp*N6VGouqU*h=>h5q<263CmFQcBcH2bA~XoJIlnZEI7 z^yrRxug6_msQLTOV|o57*>SOc8O7|1-!oNNI z0RMjT1`wvb0V;d<1}e_se-clC=A&&5_vdF-`Y*r%J$_Hw|1I5s+XcA)_3GI2W7400 zt@_bszsIrvJ-Gm0z4!5p`>$8$g(y7_;LjnsGJTD&%YP|jU;5bgZWTUw$-mV3O^ZL05dK3tZS=*zNtz=f~gu({KO&cmMqHt6%>*#@~GYI!^dsuJAwn zBV$pjlYYlv@$U@He%)3X6*ep__`kmX#^wbp4C=Dr--%$ctwHejym}jz>R^>be`7y^ zdZ)sc=>J$+s1z$ys!$qrjKvd6)1=~AsQ1+yRY72()+JDHSTI%rHSAa|25R1D*qNxS zMqN>dg9gR|`VGud>UyLt?uX^b4G_dw8$C57szH3s!rVxuLlg|6SJ zoEBF4S`GC!Xb!bdol5_w%^(Dq-l=A#nrkbmd`^PWHWk{6J_$-~2es<-dnR(AnyFBE zqaKJba>J5DbxNdBs0T1e@pmF6Fp_arRGl!D@c-1|+W56HBC$2m@QE}Ic6FwzV26K# zlms>7;uPcY`d`p+}&UZD=E88C`#r;)+x{%qJd zQ@_v;b^=m3(FS8s<`eAsf_wr?_#DfZNkky|6BGk@6NMN96nF#A7v@Mvs;e&aREbpZ zXyFqK&{Ap5pU~_R9TQmNCxwc^2q4OWDxdQWuvX;*8g~Bz*e&K8U~G&as@=g6;10e4 zcJKp8h~gK(Ju3q^vtpE(F)m!yH-PSHt;6X`7O1;=tbD!!)EH;Fs>PY^E5LSj4Nj!{ zi9t$lrw}rT*nB`EuJ8c~3HSw2HZ^+yYC&ZFS!i0`=;fMldxboQDSIhq#^td_r-d^y zS-c+IVCC6j%~y}{T!?8=Zsz|)dkTF!&Kl&PK zVpmstUbd?Mm~eZ76G6t#&=u*b=6(~Gp16pIu$nN%sI^Ie<8dXtXZhWE;Zm z5-Hni#rPiiUuXvx@H{`4+eIcWw&4PRlOc_=svW!eE=qdmL`-2A{If#~@?Sc!&m;>w z?!F?%K7gOLQwKJF|7;k)Olz(*Q2g8;=YyYpV>oL~a9KG`wQy}k@cGH1gn!9Nq4@hU z;S0Hjhyn7ZV0z2-f)Z+yc2lg{cfoRX5%9Tu8tV6Sh2>@NI3T&(Dd+l$>+gQbIQ=ZQ z``Ap%G{Suj%i};edAW$vykN`WMA&jw0k)iX{ACJ^i&h8J75A`xeeQF^cJUtcbWVRr zZ&>dEkw2b2NImI~2Yu8z2Z|y600q35yvzNGkWF9`*-SaH=$1V@3)*@zu$H4ws)U94ufpO+)whO^Dk(| zkR0!b1C|1Pmz-9aC05$;lNGcZTNQNK)N%SdN}_K_zajmGw08B@?%uj6llAY46Xnm& zdlVZp@NTwBQ2EsTFIVN@&k87B+KKwzyh{x?VbeHwho?T4OZ{-_k4wR=0N#?KiD`W7 z*{m2JNwvzr738Gfr0FT!onUv|$pYqZ!APTyaQeOmKiYPW!8Q4>XU%6X=P&7nv|!(8 zFU)JAz$qe#36CU^FlUFmUzMTNs!O_m3lA<3OMp6HsgstJO)C=ls06=1D&4K`URPrj zE?KmU5F`Ck#ppm>*DY%0mld@ohNj<^og&DIECshXTp{2MyBcG*f%JI{ot>3@cYXaK zZMeVdFKI=pdF!?H%Oanx;bQJ02f5!SL`ImxhBNKzbN9J|=&Sarhshjg5c+GT)Bg>V zW>S-9d75$e1j(L%vrU`6g4gR`0Q7B?tXTCDw=5CzwmMeH(xfXgzG)Lr4#QsMJ|x)I z8$nL>o_7Um$^iF?#@t#ClR9Q*DfXG4u`Du_q|a?Ul6QXx9dYlvshKvPRjS#gW-~Kg zV#wOUQMLunb=X1TL7#w7PWdTq z+s!DK>w%eY5_7oY3&_7>REn*&ESqgVt-wHGPM`$3wT*I)M)RQG4|K_cep%f+3vms% zPT>T+{(OLW-2LZc6@0Xi4}ATpI&_94A=P9FL&{jjm@^}e{M>^q8;p)Bu?d;{n_UJG zDRT2VCML=tYoF|~rTsBFv>JVmMYwa3DjCgv`Fv$nTxJ`^lei_jp*yxy(w1O!Zn`|) zi_~FfS-iJ>z`DXiq~uqiY9Fqzh|~!-EzHpfYYi~b<;_#sieUhQMcRv9gStCFY_KCC z1bc+RSETf6%(ZuOfjdQX3?0@4h&3PKm%d|6)gFd&>l1Z~*-*ulV z@88=g-&S8F8XAvkBtQG9iD{}$gEzUQy((BQr4Q^X}`e{gtYl{v{XoKdF za)UQPf9?+QGj9Lr;K-`V)$42ZTau5&rVt5vHjC-V9yv!O7{iyete3iB9kv_pK_1di zbdXGSbs$mW`v`%G2XChomn%9nc^$W2Wc03-mus*<1egU~++V0i`{gnKXjh@Dxf8MRa6N#tr zL4K>{y|gDO2$>%1lvK;(cecuiar*UpmaaAv<(V5Kc7 zk0FEAsPMssXYh+(Wek=rC!n8>ZXK5zn0-fh`leBq^&AhLyP|-W(IatCiHT;y^7%_n zE5@mOqL88wcOZ2GbGm3}ERiWEr|}jbT)I^EI{%q>0me965p{coB~d}I94S5w;-jH+ z_ELA5IxHduIMT+;(%$Heosi*uj3&`;D5pu7(skRM;#{JqxeU-{)MR7S6Ve}N+skCU;$PcoTfgss6x#Q+{XJbp zd~jdFGI)^sR-PmIM^~?C;!1GoiW}V|z$bn*OC-hgsQHL7ai$vwXZGKs&dEf)%#8i_ zfg^fkx=Wr&I3q0w?Z_JreNaS(y~Tb}ExB3)ndi!dsM{KUg*nv8kcr@B0u7Q6` zSYpvep3gI2+TyadIHNM_zfs;WTjzUvJm&IgP8li7z2$g==$y4~8F2V|Z`ZZ6gT+96 zG)RvI$JJ*ReR5gI7pF0m6O}SbHVP;#v;6+k6Ik-a_TxK6oPVN{2Zzl3h?9Qaf_YV6s~*CqRGpo;hxA=B zF51^D+f*JK6^_6Wgoe|!sN?i{oVkO$d^a4Q_bg9WJkjkl)}0I0S!AzB0w>F|akKtD zq5^&FNpni%oR0Zds?d^9S3~5Y@yyPp0|Vx)X0ir4XByOptQsr~?s$p>;qFW% zRy{`;w9hN^R}y-b;km71t}1R>yH#k|nCE!kD$Nwxn`@W2v|eLfxi}*F+|=V^m$VZm zYkRZqdf4Og+fHW1*d9}1Y^FzYNtz@F?}X;bCilFxYPsyBQ%c*tPEbziqPsICUL*_j zQ-~6aCYA3_AMsOmjPmC^#ry2~QIR8-S1w}RYwrskbdQr2?o!R=x$E2UZtbeL*%a~i zY+T|~+jZW?n>4o%fD63x*f=GeMxO0i*6!3X&WIPdgxp9dP4mm)&N~;f>RpZkR8IJNb$2vu*?a#uFZZJcmwQ_~Oc!XN@V+ z<0=#Bk?*9*<&Ul89W<6CC*xAd>?PbP`J5(|7a_TF_t!Oy6E={vhtIi_2usMnc{&@y ztPc-_L+2deZfmEP@Ikg}hxMnliu<(t(bcg#cBJLzJXSsZ-qtP2w#<^!toX5>(}FGs z1FLFf*6(*I;jXNVvLK>t+f9!&N{&;aZL@jhsqe#G>r&|_X3AM4nH^bW`&}mx{SJqJ zK3t(Iet&0(dA)G$`K*2CB0r0-+~ubW!(-}vHQuyFb7TYT&f^zR*uzUdcj}-npJzVz zc~riFiNPP2-J{3Jf`s9my91X|sl*`H&)z3~;&hT9i`g7}^l|go!?abW18lg7 z%)4pi7>7&RN=%Clzq9Du_&bYMJ1fC-1YLgUJ5am2#Pyk8423*1KiTZ9`t=x54>1={xwl+~0Z$^~=WF0$ka$ ztge*Z`Y;{uSowWGd!0z%=df~s{jgK--156`iNmVe_kAWsfSkpg)|u*UHMX;x{ZahL z<2{@Fu!kR*J!a}DewehU_-Pe$xjMeT&X4#LB>SP(#^~U&UdQQAQIE@_c0}~EXE~jE^ehLH4}17fWU<6FwZVH!lBx6XyXpHfsD?JC zZ-H5!Y@I%DEBGqDZQJ`4DJu?>>lT+xe@K`oQ4Wy}(~!>dE`)0kuTwE~_D|;S!zd;t zUM19Zo6i?Uv>~v}gJ*5ogxk@6+=J$r)XAD)d$q|q4LviY2Ia`zIv2#{=9R*JS0FEI zE$Mb=_GCX%6qytY*kQH$j5^NyNVxO)Vxkb{<&29J zo%sZyocoI_pYm)WhiEqS^haE8@r61&VRvKBtB#KB&K=ijl1GI*Ady@yIl)@OhlFd> zW9KQB87`DO&IqKiJm$U%)wzJ!bO)(jESSTs zmc1HJ*>dyjlV+nbBh)>iYmvG34to@vHy%@i+hY z$A9`0K8ONS1^t733vE9UlauDZq;1|tB%M&8WTV&EFa(=OJK;lYX#dce1qypy9c(Y2 z7NXoj5sUe9c`XrEf#LzIib`QSFbXPYC>XnaR-k(@E#@aMO9N_$O(R4#T2muI*eLkZ zNhNlQ&U9KLFl!&k{9vpM5+)<#osj{G3k()m)xf;R89rzH1lpdUp@Cj2iWuO}35%YT z#vJi+Dm+TYfY`_Xl>k8<$HKvIG#U#A!_i>44&!wgu)~NQhU_qAADA|T6T%q*e4jZt6Ja=A^e17$0nhzmz5$a0V7dV>M*|!$Uce5FSm`BYd|?@1Bp$FC__8p* zI83iB!-kB6FA!s%0w(<6%ft8rGt@)x6!QvzJqEt&j0r(_djMZ(h8-H{)8b7hJmxNl zHoR^F^~!o=cu?jy)S+9JP^aQ$5X3EBRfE3pm1Ees0b4g&j0?_u*{XD6T<-!Ym2-!p>k2Xs$B_XKp$hy(%@ z0;E3y?Gw;G(HKWD4k(|1@|lo=01hahctDI7#sJ+D&^>_*X2zpABr$*k$|s zQ~onVQ~tAsQ~nFZ6F!xOYy0befBo;T|NU404_{CJ1^e>y2GlzA7YT6GUHeUE zdd3(v>Z;Oq71F(Jx1k=Ez6;U?_d`0A9&@I09t|Jo=J&_xp>F!1MGN%GHGX-9Ub)7? zOwloVCV`&X#?R>BQ``Ir9sSJq`V>u~C$B5X=1Lzmq7M_@;RGE@K(`;HGCq+_PjK@K z)EqnD_qy@>Irz;T{Pqr^=OU=Hc^I?;b%FR^o5IT>3R$1uIFyDjN7L)kB;JeK_3uaiJSO(z8B3)AqyObd_>{nJDq2^qU~?(?xkd-oLhpba({^_z%DT ze|{&9>ubF1>9Num48C<%m%6RTOZ^L6)Q7hH`GK=PH){5?6znov5PN9Z5IF;O5JMQt z`Q!il55N1{fBSd8|J@({_Mbm~1vC5LK;%vyl0#WK&{_#n^K(Clw9nNsN{Ue_xm`lJ z+&f(y1I=jr;OWV@l132sJ1|}YzZURG9J6jAWokhI%~CkC9`Ui?YgwyZ*9kb?9fQ@l z0r%jXGrQv)W26T^SuZkG7yww`%;~JUH zE^v?j@t^+q@Bitye~+(afBftJ?O*?!5BwkrO!_yUzyA0afAcr{&jEdX#E+|Z4kU`G zOObd0^6^FCAp-m#|MFk_FaK&a_&BAjZ~REfgl+kF7NaPk;_@uUa2ytA)lI-y9s<5p zdD!J@lFh44bI0Og*QrZ82GyvG#|(RIUU7@l8?f>!)p9CE2EFo7-SUF$>Xi?_|2(<> zN9jlo&XIVWQl9yj?ivG}cBMI&m-?}*`a*-GmE%o@_+nJrH1vdJ`W_F^x}l5(0qLYj ziONx(YLZ!iPUCn@a0Xv7I1rF#W_=7Q)TsW5&4J?V+;)-LRR;i?20F|?hJ^(X3(&~x zFMt&I_;RKYGOg;R5sZa%cd!v)`#!uj0eLQZfaoI@_46$>E(kX9Fy4VQv5D=h*G?#K zu-#*%U9ycDsJjmj1C8Wa>JGA7$K`masUWC7lDD1;!ob5#jW|sAS|EWqWQq#JM?jhV z1)Bv|`88b#?SKmcQ{ltISpk{x(QPqkD~Bv{Cn|IBm_c(trO_%bB)n|> zUkQ88hrWA;Ak%=pp~a9#8|=kE_Sk-lLf7oTB74#x6=%!CRGyF@qf=a7`X`;`G(f5E zbWfYmy?($7{qTx|J5Mxp-EvU)PB%+)+49i+?nA9F<=HPMh2@n)|Eb&Z=%YVG?Ek4J zHX!;72*$eG<%Zg^yd#!P=~5e}w76?+WLKCG>!Ltg9NpsX7bAKVM^L#D;8f}(k(7-? zs-;>XO64Uut1sCtP1<;0rP*>a0iwGLB_wwyd6{{3`!U9%&_#@mFdX=)W604$NCkH< z{+LgzqmFEC>9Q@{#P4kQqf;B8SmATa)AWF1uExU&iz)aCrPvUul z69=Y>8l5tS5L#0Qk2C(LQS}~o`wj+I=|A#Nc0lAFKzLNZ=G5)`UO(87YHESIhK0u; zO?4bPPp#IFe`M8fXbYS>V68W`E_AGEPfF-u)99`lsoHkKsM=mls0vay1e|WzM>QRk z*lRkaXj3uGO(0*u;|+0C^Ai(kY)pW_uC;3-K%u{BB-WG-jxjd41^_Q4)o6DqjZI~_ zwrpr5^^I!1Ll`w#^C}jL7>n6h9Mf(*I#C;8Q8QV@7|rUq<*A7h=uqw@z!F<=I6pDxf0d~Kd*E0{7(kGktMR*{o1$K%N@BTD6B>ku-dS)Y5K%p6 zJ3{K$4)j_bs!u{)d6sFYK1IeZ$R>;YxHk|e4G0YOQ-L@7Vh0LSn2&q)d5#2LvD0^8 z;ex!bcSa;roPgYDWO`!R^aT=Eb4?JcN@Wg*Zvr!W?$zOSk!)Z!N83AVlRTr>m`Sbx zN}JI(k;NZ~5hLQ_k$@n|vx2cKcqJ(OxbT*7c?3rY;+Kf8g===ij}>nX}( z*N6oy5WB5iba5#oxfp1y9Wl~74OQc(v9}MpV_t_{qY zqwSg|)HcLHl3*SZU$biNK{4%Vu);QFo>gJ*Z?z6n9T+n3QFvRBBBzE?cBW) z%AP@vxjGhgC?a8i3PHkXRt_TMb56#B3hWHQ1dTimtN;ogHR-jn3ILOTIvwX@j%ykd z2T2EQLKc^KJ9mam#6_B#tTP+g#-0lzrlW3jy!(`Lzt_Y~4;!j?rk7o^NHM(AJsHQGY#=)|qFc z=c#w$885ukqr`Q=n=KaOo$V84koRz?0F<@XZ*2-9${2>mnmFlT;9?-~2|UaSQqwkO zGXoqYu&p(-H?}dfchT5@7z6Eah5aU8;(#8e*`3x!oRW8@`W9_%AgmF)67H>tXu$n` z8Z3>YZezCU@Nmn|IIn8W5;RYM4$A~B40l)SXpe1EIH(fAecB{-h{ymA&}y^thP*)c zN}mT}l?}Sw)R}&jSbzyz)h@~#gmJdkL*-3Qg}j%kpz-wlt5L z2=(&m6+m33*gJ-f&A{x@#|ie9l8E&fdM&4-ZOJOmKA3sQMj5NbwaKzKL$kR?P>oRb zxxaj9Ws^V~iS>lSTN)S;*0_`k-~$0`7(Gz4(5NvesvM$e*R6`d_o6qe*nL1E!ESL9 z3Vb1v#AgUCYF$vpD^F9IDwW-C6+Ws_<~udjus)**jzR$29)^A6p+Q9^Vi{UUc!koY8hSq_h|Y{Ghb}ZVid8~kG2J7po)xxI(nq4@c|5U8Ik=vgU*!C7VkAw?r5xS8 z4)UJcSwuZ2JseL2WGjln=R6As&doH3oWaC7f(hCbQA&Cz3hN!ETICd6(N5{U+AAEN z)-+K1eO{{8Bkp}g9rc_tOMK8X7;t{>XK5$+GJ-YPN;_H@&nfiTKkEy(QZ8Fpr7f^%b|CpcR5n?98|V13k8%mCb_{Pl@y|h3 za|TpcuAAP<+r(}^`nedEw+>{yLJqO(+|MG0Jf4zhSn%f^Uq^~3;81mNs)$#B#Gqkv z_BT~f0aI6)6(0!CEKyq0Je1iT^+0TnfzC|k$Rvwt81!%_%_ThdH}@mF))AjpRap+B ziaiX;Cmo>SjGogyhd^r3CYw5k21yt%WDv-9IueYV))&tw7WYH7I>ygRXn8t8`Q`W} zi!tV%=4TF#r4~9y9Kc$5cFXKL@d!+zju}`Fc@hY~Z_+0XnK`v}eV~;kwB@;wSqz~C zR&6C?NSi`gC_lxLiW!tGg;r)Y_>pK1CQMah=w}JnfEEXj-Pqb`ilTY8Jb62LU=ttLhwc{`fdBwYv9RF5=R8mcXetx~5&2ea`s+A1-Z zwr1wjg|?s5VWnHGeU+FE(WI$1+@4r>nv=}bWY4D}rF0Ht!y^qZG53+=eG2j<90+`i zCl!iwQ<>k;bt+<56fL(U*~Kd4lg`nGPLXG`%u0JXQ?J>ESi$6`Z<;H-rY)wcFHkt&|C#6d@Co};$Cb{ev#WXNqZ~{ z=3XmV_d<2zH5EsbkG+a}^#_kME4}dxf(g3%9F-u=xm`d2%J{ENxz73C#d!O|>j$%% zy?!XE*HZsNZnl-MhpN*YzGIUAUZ&1C!3_V^ z&H%;&ir#1QYHf?Yx?r`vgJoog84_Q!#-MO4ujZw3+^Ccd7H{>z;&07253^ zi~3UC+#8ddV^|HIyUnkE>2B=qC~Z)~qCf3k7rDpac)y6n9sZpu$o&<}K!e~rp_c0Y-7{=zo6R6p10(p-H2D3S) zpe%RBK(#rCnB%^|4nrm8ny+d0iTMT{1&4|f6FHs;Stui+Xkmv5?R!Xry0}s9+yjV= z1B1B83q;?;^vL9q4Vxxm(`hfVgguL`mqGEMeM z(c3p%k=tvt^2TOa)QwF}-lU*AV|i%zAu)-V38alu%!Je=nM7`z*|7wr^h(|C)nuK0%KFhcF49&F`7Jz{ESv5(PLm+)#;Qqu}v_E&?aAw@Pg#PGG!V*3@lN; zl6f+R#fcFYL97&$+}K!>PMZeYME57FsRJ|pmk}f3*eN=by1r3;VE+EHA`A0mcdKa@ za0GxVXAxu2#I}5!&QOJ?k?bWg%$D6PZL({5TbM`;1K0@EHb4-6qG`SiSyZ;pY-Jlc z7-k4b3=vBiNmP&}HDOxapIE8IvU-U5l^^1Zlni3nc(OV$XX;|M$!#)uI9fsBNi3V> z<$8zc?;-|C81Tdr=8tY9S#dqt+xar*(wI29c3;!dI%NbtpYQ4O%)vaXwN1%tgh*$mSB?KdfizQ$5sW3n%J?!v^n~rXk))|48+{iZEP5#b*DkHqDN%1 zu?*5w*w|0|D%so)X!-c+s+q(Ys<}8;*~qpTS8PUSoxsFiw*iRx{3NO>`iu+fdK8OAocb^r#2WbvI}jEDMWF;_O2&2+_Bwh*x>6p65c zEx~SgevxsNtz|1p>k&U%OVuRAt;&URynRmj1q-pgEJ-2*Me~DbP@QHhLSBt=^kX%N zR`bPFFDx@vsZ94-{6aB>&FtFE^Daa7|C!g+k4L0hh#=6(V&V{)95proiV2aPc(RsX zg@r)O3iXBAPlwJ5lfPo6JjEE({t0IBysBV5q$6gM}riL7wS!L9)1k|^*avpw*V;7joF*`@yCJmSRGjo_uV9Y0IXZA)cQ5#px zL1;je)CrTT{E8Vou1TzO^@-q#XUB=YtGXDGMmX3}`4N4(2u+8eROW|BXYEL&Cc-vq zZI_Okd=|3+dXzFb#b(ku*s0T-nTk&sQA~(vgWkMEb4`_F71}YAO@8 zQ!MfSpQy}l*5R>~>Y~wlZ8?=8@Z)Dy&v?Bm>ZA}X&DkCdQ~C3#dQUOu`vo*9G-r&f zXQw!>E`CnsmgjylR$m?>06rn;0``fv0}1*qR4PvN{IFAhJwB_F4;N&=lNp`f=rK6A zJIoR3wwR9olh+`wuAK2{B~BB{f&ne)g76(c7m!{$E9Qy7Ri38}&~6BMhF)K|cz2NX zPM`-dk3{a`?r+zAa@Ro@eh@$>%xwUXvpZqr78hOg{-W1prO)8KVFy%S8)4#|Gigep z@rr|wNXn8)!G%;3q)un_*rSITN}%zUPwznbE%1FycV?JcQ{2vQ^RwTEHZypXOix9+ zQ&@=<9w1}<-GxMt$SCW^D}Eawls76|cg-{BPLl3pQh(dbp@=ITpB|!3#h_0%)A?RHC zL&O)rdZ}5bZZC-S_Ncrpt};kOqu*P1e&Ol$9J9{SMhGT9Ym<%2hd(9C)lnlv%#cCg zM=$1DCuPA9FxGAlWYBVNOAWM1R#MQsdIe%QRl9JXy45-m)=0fh9-PBu3AHv zGGo^4KtxP?7K6z#Jila*1<*zy@GzM=VRwvI{hW-P(0OWk6z4(Aw!o#?7nm@I=3vC6 z-Y`N<+#co&1v&J07$qDI+ag`kxVFQbkGt>6gG!SSVm@ep7 z5bH)%pA{cJv3Wkcfq>^w?1>0w^K7bWGe)O}!ut$6j+d4UHcJtPn$9^G=Jp&`H%UQE zd(d_9vUKXfD+QJ{vnOWuFY};2W&kbhjez$EEt%zw`Zr0ESXd-LgNfo%DiDEZob2U~D1fW8*rtI=t+rA-K-?dY;{l$nw%jP+?h_ zLGu}Hh}lX@H05EbKe8At_MjMFwG@0gX->QkWq2w!vIut6KfYiFkE!rGLR*ALQoaiX( zu;61q7JErVSwm51QoqjTWY5gS+_0?=gMCj`bm;`OQ|+tQ7{p=1QIKQO7ke;531nN* zf~s|xK8hB{4K@j8JghNbB6|d&gdJ%l7QZJaj+UKuWKYPlI!q?#8ly?Pzbd_EwpR#u zS1^6mW~i~D8ahtL5NZ%@VltIPmny+xGjTN3%9|f;5*zU_79UQA>Ge{`UZm+A;047OK z)a5kdDzN8*ueckS7|?c;S=48Y@tKxKX6s#Ke}!EwvlIGnQaU}hQXe#!<+dMQwC>*VFE@Qzw7<_d0?B~*)yaWtMw=R>?l@b*Tu zyEwwJ!_7H)XK$;d+>DLUS+1jG3ezg0F7k|)_S}%pwk41NzS?LWi@Zg@T2*J}H3^(O ziBh#MigaNTo!Q7Nu-#6L@;1f5iugGn^FAcU zP4mo_zZ&a*%>=DWJK8VR?1a`*0S#&466-7G-dSUfYLLKMOPe{3U5Fe|T$|BKzKKU; zfP-CmbbNtAlU~cukg9IZlC<`o9NC7COM2R&N`QcNR6lGd(bA!_y~gD!n%9czh~Gjv zaQP_h5@MM;pHgVjB)1)VDmTYtu1o>BR+AJ`#UYPcPEFZxS9FrlYi@U217!hWz7bGQ+_|-k zK9p%I_%QZDO~>3;%qlLjuN&)ekyEv4@RgPN+s-Er#+#dfRs7@h$c3p<#EROL*w2O= z7@Jvm8$>Ps*mkBBleKwZlILcgo|H&5`t*iaLwh0CW9!+xSg|g$O}A#dXN8AM%h#x9 zk&`rNV|@7{N_QP;sfXd%47B;MVn~hX|Ht_MyoLDxS%v@&aR_trT<#@s7 z5U;S&SghSsJF^ zP+lgMUxGe`1*8RxH-HFE^V(BMa!zJJ;bqS8Z6FbQ_ESYAwu?qI>@9qQuRHqEEwj{^ z<|Qwd2@ZtqA$n?CX9|ztZ$*|cnhHzgeu;U{(a6I5%|tizG0$t$H!gEO0oP}%CbVyI z$~U4qeo(^9M50*H-oD9iM-W*Uw9RSFq5N_Pk&hwd9bM-l8YY1?WX<)=+=@@}n+GA2 zKc-kZAoNUr`d**;3Qs<9rD#rWGP|XoyLY9-I2r7``eq-rWJQkGpezkaBn39nF|D)2 zO7f`1o?)doeRy(Grup2RB&3);ctN$QFGi()sv`|QLnN`Ig@QqiF6XRjlp!b9phIBi zhJHYCNI=V;{U+vFv*n3-(nOn17K_cgXGLw^Mif68Ts`~zW@5c*PViDYl=m!8emV1+ zgF#`pnaVKXgH+}_jVJaz$kkFXA#p9}uS5m&C7*He#WSeM-fButm^~dySu9u#@Jtu| zlq%RLHs^dh6MjLTWh-mbWVSoS5>fj(mCL#yXtL&4d9g|T1W3VsTrCn*rzTQ21kjm- zi9Vt6Xd#bR+C0 zDBZsQN9A<&;)p(;IVJU~d1uO_H)A@*Sd`4GZ!eYUJSk;;6BK7mrDo1lsxNPV4{DLx zykab(E`CmB#5Li_T$IVYz0G+q3bRfZxOnFrsCo&UzzK>*PE*q9YMz4kA@{T?u3Pa+ zS*HX9FR|fKq&~I4oYU1gOk+9;lbCe6sIDb@0F61PtGRw21anR|1hd3!-so;vr}OFv zrkt+E4Rw=A!wpF=lFhL#W}On$zD+gvTI>sQsNff(@W#54u9LSQ4<{itb5oqH&7>TR zi56{SpK?xj-?cek%pSY<(eZI}C!v*zD|hcr-_9FkGxho&I0d_=&J+#e($1-G{AWvX zsWHqttdw=S83mJEFmP%=v3hOH&DUO2$6B`VLtAiOZbrtyK#|`=R6P?dF^v#@0=79PxsoB zm($7u3BOh9B()?KNzP~4_pC;;w}dI_l=s8|UV_Z&c;l*j-3H!=nw-Q;mULfUVs&I; zXP(qzQTC#WFyEAMSe+cVG0s|T!q{L@R3=`sb+T2PY;SYI?UZiHykVc)W9|Sc>ts?5 z#&jf9+e}tonUgq-Ij4K?%^P=n#lQ>I;f5&UH@YwH?FCO~J-v$F1)=%Q0g$Q}77Q zrlRt0I&TE-c{}bu<(jTZ#p?7bipOS#?rpZWf-uumXjZr44a&}^$t&-W&QL9T7Bxpq zRkSKJ7SSllRVKxy|+pVLzif&sI=gDw}Kc5i~=;VGN(s!lmbQ zr_5dRsm#oi8Wh zvWattAEt2k=o)OO0jWYcotJ#dVtv z(Qz*Wi*@@ccXp4KS7#TK59^o*CfV?esH5!mvQN`0n#H#3Bb(#&G;TP;7e5&5brFR@ zb-rqQV}_V7N7IhUa@j~1k;&kqQ|6le#`$<-6_(5986`?`UE>w+QUE5oZesH?V8st= zGdP}Y2x4K_9EUlNkg{p6o3mSY9OB825M8@6si-pv139}onJRL(bUb-;K&(cqj;E~0 zbL270b@kku1Lghm34QPuf#*k8vh_#F=Na1Oe|3@Su~syKHOjh}y7r0s&Nk~;?#apC z?fD`0b$;xLUT8b9GlPB&n@ZKAXlRw+$_ri55RJ!vED+T&$i~_u#>T|ftl83-oWKk= zZ)GytQ%W|F+Qe8$X*%JDCVJm~8k|*o^oX=cs4itEbFOtE20Z*xJ+sEtCtIyn7vrsn zrklf?3@e3fUB1R)Gw|O%YrnAn_%0y`=a%jZMY?Y%7aJrr3{@O&XA**QlQ-$39z;hKd@g?wFdW_ zbG8_h16NC(eAucp@}opxRBGlt*w@L%vP=UxhF~|QLLOJR@0sG-eM>uYywZ31GD{kK zmqKUbo}>ozRjw?DT`DuSb(eaxn3B0yXBr$XG(ojokBqbrSnn=}b9kENn8{>qv-Q`j z)nQp;c&b=}HTJ7Ixumx_O6r5Tai5trlRb^eSpr!Oj0fx1;+O0u`#EZ+>*1vHWI5C5 z)#+3MRc#dOx@6Yupbos0_3(1wk*4UyI?3A7?q-_D3eg$He4u9^8j#c^GhSjEQ=nein8Ur~mJi)WsHgf#eoAq{CHTG&LK#m>C#Lu^?C{kUYRx=+mrgC~p z`}s69m9H_!r0;3+ z1IzBnVYmQ#Y1piQ-V!#wuWxzV%9#FcO3`{(${UO6$z1hGG$i}FpGbaYzGH&&hG4oF z@Jvwfu;BQtDL6<#$EpHQ>h6Hff)y0#lAsB_NDUji>j?@1CKkG`5qE1)BuiFl`0fGk z9S=P**l=FikEDS?dd|~p96HYp<&42fXuCQ2eHxf9jEpA`^N?4^c2cP82?je0@?HZO z&lm%28o2kj(f7X%A~6q{5sCJPUJoWBGp?G04pjAf8!?Up+FZk#ii)$*sF^o({wTU> z-(9Z^W(`cd4L_z{a}zXAJ7fzC#77m$lv6b-qXcX{d}OL-Q)6#c8+bzKRoGOJa>d!( z3T1C7%ymQuZKd#rcW3d1nburaVWu3-YnS(^v8;~>rlGTm_pr!w3c^Ezdd1i7EG1>Z z`inqF%<`}=bbZ_q8}mKBr&--WQok|pRbYzBp*m6vQ;pXOJ8jDo7=?MeyKAvB5`LIO z;=|f>Rp0i_bXV3jS=BX*m4@=n(nAn>!B42H!tW=9Eo8AZpGmH1UF|cEI8!gE*b-Q7hUChE9PY4ZOF}rw80gTGz$ggytD*iviPw7uafVOa|W6=Zsl48T5d% z&?>UXN~Q!SnUXb3q|3{i>myr#G~*{I^LnzKaNctQy=kVC*>VC3S!ZOr0*l}1wLXk! zFwCmQc^_6(juk(mZ4y3(ulbWTO^KewMQ3ywC&QUfV#H@RO+AS?rt}Kkn5hhtc0KlB z+qO7*B#IsaiMR3|bcNl0j&{wgqm25GVin_)3>F*5>dnraSa~7qyYecCO=hJmX5q@l zYfyU!ahIcKD_?_{y$#4YI=Ux}V@EexK#9Ef#rl|<;863Mdu;|8s8DR&8L_^%dRE9?4uFZ^CcfNPP*`E*U0SY(4DmadlV)n@66zQZZ2N5z%F;~M7=<05ZZhpeV-kx>WXO z@jE7pMk`xOE=-pCLuY)7`)-6x6{97_>1o{B4_jDCQN^qwuS-)?6%TR_d>hyH&X!N9 zHjrD{?0E?gRxy5F0)$nf?k@qtD%O!l&6T~)l<=7*BkC|K^nHifr*z~i=6pWDeaTLl#%6ojesOeaWrtD= zgUbHmi~6W6ZBw<;!75S9w;fGPFwJP{Dj`i{(NsR^aJc!3b=pAMaVh{v_U*iwHal;d%Hyx4W3OXv=sILfyIW^$mN6%&5#^5Y-nYeohEr9&cR#}N61-3{ANIw7^zrGv&4%UlujzKzHNKHjtDf;@_di^<#`=j z*d^u>-kVAo#aComLf|F}mf5aAD^o3`^^1)Zh?n1r6XMDo&4|uAn8zAE2cmJF+4}cR z^zvbvY1Y9?br$2I=X@DnT3BTEClKitC{~xZC30}DF&9PqB`f#x6|{81ixuP@3x(YQ9Z{ZmgDtqv`Attf*+ZBj+@wy##b4Y&3lf$BP<594MEJRo)7st zR$A)ktkmEu^(*dap4D7-mZ6o@#0B;8!o*~?#}KIz1>dkYd+Nrk$7bId5n9~s^?K#7S>K7+>mT|h(DZ$TTD~e zEMkhXGbzl<8xHzcQl7JF%vn=yXrHiJn}*69$j?y(G;I2rHoDb(Vaohi3xb zWRuG>l-21`@5<|RkQ8(p=q@fUE`rY9+{OC36c$fSe$v3;JluV z0Q7O~&Y*W|J3;5u4w%>b+h!lpv-D(Tc1;3wCT(fzMjTLncgyRRos%cBzWspw5XcB` zHWQjYv$AsDolKNW-&Be81!|k0P0!#X5lsw351U6Fck8druPf;ayNBU~ODV;B&&_7o zpxwKH^Z=)A9XhW)J4gAMKJyfpuVmA%GCgk3c(K{qd*05()(0i<4okFA>9{^ALH(BC zq}gDq_v$&N>7XMqB8V5N@+;s}Mw|sI8L|&bvm3lU{{Q6O?xBz{}p+I)X>e zsT9U;cMh*9v3tXl3(rhCAy0d)j(n)q-rPILnaLv8&^^M*LeOurAf-cF)nS>${El}= zvpY!YH-^0mhkhJ+l~UyP&im7mIktCqcVcA<@}7|1GsnYWr)ws!9=#Nc#Il5*&UQ9F zRF*Z>-Pj;pKV7yw(x#dte#-6szV)7cD%07v$ij+}yB#pk-AQ8 z$&6oJVK347vMnWfulY~!`xcQE#(o7@_q-?Xrk3-(OYk<16-jp4rS4s8UXpBOa*N)$ zWm5z`>*(sRSVRFhQYx}~ncWiuk!?XIBR=mXHAid5yr)&2RKA#*Nbxl&PXJ_=%FcNb zg_$=0IjGFCgU+kRLOM=zwdf%y2u|^+B{1-P9tTfp&$zm~pDI&bb6)n1i6zE#%0D>(h9A<5KmxPj0RM7Ow%Cdd&-_N z2`p5TBdh}(=JrAGP{pG3p0lljN7NA(9aT0rINoh2JgJNazLus#5$T8Q>R_y}jt;Ix zA6R62&QvJ8mp+s+I=q#M;}4S3Yt3@o$&qJYfxH-JO~+GkP?j%dva?FU%J}}7Lk4XB zCeH5VDvYxB&>5D&weg|h=;uVqAWi(OMJ#CK~V#3T1+jhKG+Ww0qB<`fpvV#Ow)-#y(DUU98qmu*-6G6Xjy;lE#+&S99fDW69o| zw<-w(rQ|u)jji?AOfaD3E4pZVj`Kl%Ru)zErlaR<*ApHz=&0-~_uwQmvyJ5gg(2;O zz!DvBvcH+u>E%>IkF^W0IJ&=zC6qlcpo(i+I~qf__a-6U?g)u0rjj3QtnFBFZm_X7 ziA=b`#wrGtPui88*j~I)T&?B1eP%z^lfJdG!tmul72=OJtWen?qOT=r5@Po@xnZ&@ zeBs!7RUA=o)GSo(z{Ezh&+D>#T59vmiOSZFqk1cQs75+ec0hgoQj_Qx=QU&rkiP6| z5~i@~yh`}g7(bQIQasMS0;_hJ=bXjd2?^t1;0a(49KT#@dpt1#^BgjpGtp}&ir4w1 zNj>hTxx7;3xF$J5v#{>MBNLMmJ4IH9=IHyv;Z0{$j%>#2`3~jydG4%4el;)Oo2AoN z%@$Lbg3hv~SR@yYx)u9)LSea;MzkhG5l79@@}&xgM#sA>e7ItXvy^w@Eai$XSztau zvvur1c>`WvjE3by@TSW=zG?S)BpX$fG=k#f2;_X3 za9Utw_E)@TEb<97cwU2~7Z@7M;>agQzvL4_4W4Ap>`&ACRTjytW=ipV2FyfXy@S+h zp1Xe%0IWJmqE3v%o!BzpFMKN?%ZN#5!{n8!8sS2wo%ZpR>_#M}Jg#Xc}|#@O?!P_vvbl}w-r@fsQB&(YkI|U&h#@X!@4W} z?@DOe0}{l%9*c%eELEp%t@1=qV(Paq2bk$5myy!z3nuJ6i!t&}#X69jSMjqKEb0l{ ztF#xh^|7EBDF)qLhiZn~y>&TXM#Upxy9cN{dMa#nP3RX~x@` zs*icoTT+Gy>F!-M>`eEas!p1w#|UcCm9ahL6PxLEd;0=rH=>>e)}7O)H6unT{oE^d zk+-tp&Ce&c^#@dLt;jQSKJL|SJ!6ZR803{)C6Z< z31F%mizr9bj*5EU=bX~C2)f{ULjIdv5`%Mb)uaRXakv(G{F&a(N+8X5#^qik0z zmEHL?98sUwg3|E4@@X~IBC7DRymfKG2fQ}P>7_}xd$9n+xwEmU)ER{d)k6yrT5`H0 zjk#_GIW5)|5Ia1oOm~Rxq+YKk{RPLEGUzwKWK_S&FlpaFmjGG>4KiQjFw!sg8v0s4S7Vrt-Q-ql}W+m_vSU^?hkf(OQywIzQ2X z6?1;FAM4=mni=K3rmzcByA>AKeBKz~!4~Oi{z!b!Qhi^lOaT-FAacuQ-`15!^EG1{ zWZi}|-%?rah!wo4ktT@QaCKtFawb9d1@*0gz&8W+MV#FkT^bBd8~P4`x>dSCxYcH{ z8-#o}^~dRHBn0VaDhUuAOKKApF_nYV^;H4~2kQc!H~#uyfj(5%^|PpIa|Ii=Dl=>psY6ujS1#rw;6(}gTArv z*bD<%vL)N{>ge$W$&TEnY|5U7GYV#8_z*O_7@|K*vfJn{2BYlsT3~*}OINwRKrmTt z528M*THL|OHhUQ)G`A}ZZn-TmZuNq$wnx{DJwo%FU^HqEt|`6m;q^z7>8kYGrlf7% zd4#ksjX41CCKv(s9W49iB&mlKM;kW8gU4K3ec%lNC+}!O119KshnM&r%2j28q2VS9 zeff) z_uAXYUL>48dfC=#l#@hE-@T;X@so!pD+@o-NsVXi*^Dko$*tw&TzR6;&tnZ(wwJIb zhykrOVsxTu^o32T(&ogiv)Ocvy@7WW^ohtAf*_4O`U+>GpnM+Q`Qe=XY8-WX7NaHw zj0icWYV@6Z!fjdcYLnr0=mI~SWRLXvMzFheB;Xl+MSoU|KCekcHSrtc`uwvoUgoII zlhX8s%{BGVoBh~lsv4*#Z(B|phwBLjKztkQ&`-)tBKzY8+q6kijz%IV!Mgbg6lU_fjN^K zI-7H-GDX3pSh9CjEYI=26M44pfFedi$xg=cWD&XKh&g^7;hWAoZ^!UI-nkV3KJuw{ zBe%ys>!-dLodEOBQRs7>qC3n%3X6c0QgIYEeSh;(=%zh0YAwTlsd-`PQW;f5s%xq*XYScLBLhWeS>#J@_tY;6s@oZilW4KQS+!mbq zRN6dB0VvE%4M}XMftYi$3hB)Op|6ze6wsyLtb*M?`{voFQt(qg?w3}VFrrVA>E`(x z+|VaizroxPhiZRoUBkI^*tRs>=Ng!NN_4*3m#QeAXK`VgL>s^mQ$56jK7k#yi)lNG zeU^}(Sy=tI?p?Y}tTKsM^_&ZDc8?B2by*TolYVWUrw*n@aNnOeJ2HpE@bod<&5mPC z_g-|WA~gpPl>3qd+xCE;oV{xpY(Rrc2e9GYc1x_@2hgvVkDStjG0ip|VozG?+?3WpfXH(L16E_)nHJFuVMBQn~{RCCEt>X2;bsA>V z+AkW5F$2;wcuJ^C5ChoDQ2=7~CwjF-zfHj`RYS(_Aejk_@5z)cjHN!zXA@2UqQOeN zbWnQ!f~OFplbYR*fl=r(m})N2Si38U1wmyN?>b{T3U=7<&^FQEKoP^aRz*)}>;X!4 zc%_Mo>)^t9Mpohw8EjH_-%5(}1RR`e_FWjJ;MeEfcR0RLW>MBSz-jf;YnvD;Tin92<|1L*ouP-_ovGlCRULge^oC=!| z23UsEeRrgn!wt>aRCF4+x(K1W?-Vc=0iEIH^OGFg1MTTP6@{;RZ1oU|bGa1n&uv`N zYZj_8lM#5%HrO3cbPs4OI6^NTOQU#UWqbf+yCpU>Nl$=WW{&fa2d^!}=x}qB@SU$* zBb!m4QQJ5!;D^iU6_JG-3gzq8CrsB;w%_DV;%tC{*E|Ab3$Vbxc<;8g{PZ~N1ljWW zTBiwibJ+0tf~GEhBoNtx^Z17>kv{lpHjiT?124bW??`fBx5Iy~<%j3nn~SqMJ28CL z$4w1&q;ptgg7)-03GaXt_@VbnHf@LD`CDfT({Ll_^hn9JoL~p4BLMig3v3oII8G0h zEEKfdT^l>bZx40orIM{GCb&8NVv%Y==1WRq&n5hRh`y*N0gD%KV5h~t93tmf z19;!jJ(aarF2i|iWn70AVYn~gh4D?ap7PPQ)Xbi>P0y)(gBkH_J8Xxe_^KEO6KK{u zV&w%!AW7#MMeWx)E{YcWQKrcrSsAr@bKqdfHnRM8U$$)PhNk)n4LH|PIau=M_|_9F zd2xKJ1Wew%+A50k%}fma;g;%?WLBNAf;XSt7b^tK8E-e36JI$P-0p;f!zRa?Mm7XN z0w(pQVILByRT$7cD52MCn0rATdQTAswg4(BF#DZRCNwXi7wUBiWS=gptbm($JCh!@ zS%PbuKIRtnIT*!&o93c&e6g0?mu2|yl6J>1F`r$QoZIkUBw_2PRsV~WGDD0BJ0~Mm zLKiNA=-Hfw0*ne91+Yb?PO{2VdzUP16xfPS+bu2u4x{oF^~TA19R@Hv$^A+K~xDP<lQ0d){*v)Ee{Vu7Bip$|QeIY^ zBvC-oSK~x~L#li^M&D>moW=RvHMwM?Sq@1k+1p1b8M;>oSwvoHr8(BeLB^5a_Y*BJT*PON2t&k_%e@4kd|L%mdl%zIRc}toxgN10Mxw0pl}9}sKwe){b0EuJb3wsh z$iBAW%-Fk;wjt&QG!{D_U)tr>9eUsXa0cK@9(Gduj)&LA+?QI#?TvWpeyP)->Q4!+ zVw9oHDNg2FC>wx!s7`19=t7}8Bj*a@0@zzwyIjkQRU91gy&+x$=fdtP_BoFYGJ~Y) zNofSo-4chCF^xxG^PzIOabhTjE}S^y_9bg(IM;%?14%zG?_KW!arP|&cUIbsSF_^zq~i11w@wI97cfgr94h+i-;u(2D)95K{g zbkA{eg^1CtX5hO6`a-q=_T9LqA4!cIxZ{a$&6%cQH|-co*08o<89!~0hvN#IcF*7x z>jh)J+nTSL5$3ur5I!)b#>70gJ>6mZ%zHj_csRrqw$*XZdM%hHwg)vhz!Wip;h_`8 zEHpUErbn}w&ixj<(4Kiu2Zr!;zn$@yEWu!o6#)}PxD{-ZDF`J>98>+)jfOZIJ&0}K zOp9$6JUP?g#XJ3l56?ylKcB1*jFBy-E0xYsK zZz9+fm?N%RZhXFQb`s|G1Vdu>t#}2-w(U1UEqG5F^Da%tQFzFFshZ*?iwN*Gn%Stx zd^F0BsIURcukbI5^a3s@rH>3g)h8+eEC#Z%k3@Gb-oDiR|UL-8Sg+jP%4 zXMAW$p)s4f0z4erRuA#zdwbN0U zhHqr1X_QT5nboXJ!kF3W7ti+NX`-Dr+Rf?`$-;~2jLV{y@$4c0r%8rpm((L9^SBBC_)Xhjlc!fcAi=ay~n%n+1oYlxt+3QZnqqJzkj*Vm^T zvp#+c#^h*-jIT!iV`j@jS25em;=fq+8Cmv!HN2{zfxJO87=?}bD0_R01r{-1Fo)Xe zoX9$1M)M(Ta+DXXPHTWfvB)spP7Rv{@z&hJ1d%-_Xla1F)Kc-3#WHs0O~Y(?)B2cs z4vtw>eA%sGJwZs)&GwY&&|FU^F?V2=tr?KHBUXIy&3@~Kg}o;lMZ?5>xk3-kmSwTJ zAhH_ib!5vnF|vFzi)9sK6?J5Tl#EK4k+CxTc@p!=(L6=MxdFnUs$ z>G2NZPVp0%Mz#dDI#COCOKCv_Zn9ku5j@G*2AD^&O+eF5WO2qPPc@zbOX6fGG_WA` z?2RA>t0P(h3rV~Hq*2>g4U)}ZXbc0mFXRwdMAp!pWD^#VlQPV7w<7Hl(2|~$n7Md$ zOo7B;tEBW5l&NeTw!m(&sVchPxmuA!16wevcPb{4Vky=C3(-c9f*E3m+g1JjctKkV1J%-PnXANa* zs9Ps|@~-Es31$lFd$LqGWgW$GBOZ{h>0+Y165K<)B%i)V5S1}(ihF0rfdrRYY8P`C zB*@d|=`5Oxwo33?7CTRNyE_XGumLb5Osk=uZ_%zBA5PU;s53WyRs0r{^EsKdE#y9F z{PrM*-;c*y8dH$hX=5@OS(AJdcdS{@wMqCVHsgOZQKr!U6C@tGy973*XM>mpX(L;TLEl6I9%mzGRCs)}v%gKD& zWm8a(nlLN-husSPDp7aG8mnx7c;kr==K?uS1+w`GU;|?GSsk?JW3L;%S=sk9{9aFl zKMf_+s{{yrRZ>OBqS3F-^2)mJWv3IfCZ#$*LBfCeh91d%_U5H>=((~7qNLkcQckKH^yk1}6<*&;@Z3AU8u;EfVZLk{toRhMx@d^Ox% zPRPnmMgmSCb#<>SaGH%h;A={|&!|(T3x}bW0DOWZkT?xV7xt5~k&Q+Cr1h~E1#Bv6N2Y#KoU9#)yAjtiB~kE2D6;Ip&^kpaL>m% zG|R#sXhbLwOSUpJE9NY*N^{_q*;^p%!TF-gyGtM^-BHt776-aoC6PJOh!+}+yv*Xu z_VxUpf{LohmKgDUo~?d5UiQ&;uN+6?V_MG{rzx}*jQgF~UXEE?w{l`UOIsQI&k==W zJ>x8$u%D6DNe)p|NGpkznnMrP!%IwZ&9Xq|P$02^YGj5SPg_Wp)8As^yQvCW zm1-Fh^BG^sF3A}LehE?|Mgs3z;>dX=5QmANjJH-%d=1R^Hz(jM`S8x6T?HFmLA&tm z@#!N8{!GTQ;+hT#fMTaS4gK_f<5$pC&L)-H6hx^V1h*Rp86`rj*2a&ew^}^ zv)C*ElY^Z4^lY?Ke`WgF1q7Syv&!kgW;;Nr=AG?TPRXuLeM;4L<`bKTp71(<%Bytx zr$jqbPU&l=l(NXopp+4o?G{qvmnr2mE7N)D=A$B5+T2cTiaZwQo#t!TPagx)Ir1$M z>`waP_urfM`ZQ|2n3MgaMX3vDvi36rY&O4J9=X1~kFv`3)9IKU;q`=P?mQ)ZyQGg- zP+^ccIZp45(#z`c9Pp(L9??lQ_zL= zhevbN9VN@&n~Mwn;Ap(LgQJ<`4uJ-eKdaQ<*dn$1(pgO}fbt>~UKZY4_^i)+P^`F< zy@rFCMYb4=Rv$m3GRy=NgSts2A66rYsczel&?p{TE(uty+_=_Zjg@bWM8^$CIuE4HcJ*vq>Z`DHrg&Zl4&1aA>JGa^sLlLXGEV^%p{ zFiKASY`zn;%h8G-(;EUw#w#}0wx~G1$+>myNMAHt5b~6U1MpdPc}kWG>3eJ*#b7>! zxj_SfN%v2jVpoJrbDtDT_jM#Q%l`jU_9x4>q&yb@_AVaRiI1LS=x})Encx3ij6{<= zwHEx>lT){ZV3RaLy--Y5@Tjc?!_5suW1je-l1v25A^=czu%7J5V^#u|@E zj+6prsG_S-62YlpKEpsC9#%F-;f`?*8ioba8|ncFtJ;3xxZ4_@1<v)j!@lFB}gMT-p# zamw>HGE3|~(%d_H()!HK^+}qhi$#nnLP|OSBFqtjILl-fGp60e%?5tmt-)h;59#e@ z@1$C4=v_vu&r)L~z|6$%tD}e55_H$tF==KqQ+2(LT{LT<(ag5BG;)+w zSuf2oM%*loCX?0{bJc`#ES^laBb5=QV%yhAZNXQHFptAuu9_$c5K>4HO}#KXMrR5C62JN*^cWI*UqM=Y91@-J(u@H2g1JSxe!7U)=ht0 z@@)LDZfbM6R)#RApR|rV3o#o@_mChYjWN^1kyB)Q^O<(}MSqS@ zhQ^x>0yG`QO#Acv%p5jLnZvxWI@+Mlq<%Ru1BbbK+a!S3}1R8`_;UERno=74GQZ9WwIpu{dzjn#xBp| zbL9lW%+?FlnmUPMXTRtj#@($4jIjlNamZQoV*$#SPHAbS2}X{6hFIV!n&8tXRi zEnX3~IsTf-cQ4}18^c=kgmm4##5)9JV%(y@gh0AYT!UTgxX;&+VDM{~l<-FwLyd=9 zECjYL>iUF0&q&zQ>Rclxig25}hEdc62bg>PJlPSp(k)d3V`|+JAUb10=I)pDU(>X&(r$!8uKCMGB4(g>n$}r zZ?F+eYne;9o%UQ_a;O#EVD>rPHh;;!jErlL-WZ$HhP*`MF!XY!akCS6p!1TL^-Z)p zvRJ2Nj=(mBL<#k@pRz8H?X@IffY;09xA@Cj_w0=W+~(Y3l|ojyo0|h`$P45j1uiVu zw$l`cF@c*d@h36wCm=-!s+qjS=Etm1*oq5&v_f1jX#wUVFL|0Ub9ots7|Gd+;^gr} zE@?Pa9CRsqo0PhNj`LHZjc3a*|Mie=FBAVjm_dFuxNyKzJ8KKldN*OwQsXB-Enzw} z$;@NNd$vGJCh}|sF%%+Lrmc2lGu;Zq(hn94y$EB7xK$cMIDWTadcL$+sSvAGZKbV9 z6r~J|oA<)vg!219!;6%bd59dyw4_j99X2i*RO}EC{&zmfDeYUw8n@EX;hrtYl1(+e zdMa#OG_W;1TU#SYJ6_DR>6J&xT;oMgleQj^Ha@q;IU$TA+{CO@(#>7I!{2^z(sIWFF2}SjT3Bnsq1TP} z1(g=Dyn3DxP}3M+1rvGk<2K!vmXK$UOLz)sqKmKoJb-R>J5OYy1&`}Ocw#h&OWqo6 zlZ}(y@)i|+wo^reGZ@!VVoIavw}RR?AjWYk5}sH+S>ji$_K6u$G(>R-T`2^j>DW#W zIXj>qVZA}riV~KLp(S-~+Y%JKlpq`;`S*w4Bh9$fup~aFK?&i%&wb@R_m%h4oBgj4I2}cO*$J4`mr%HPn_E9a z{~xO_F~G#j(@$4(GRMF_iNvxDxFcSCemReWPoWm3}&oldn~OZ=BDldd1Mu z3)4?uZ+1k6S2qFY!^u&nZU)XIy2DSOZnB{2(@jp`@ZBck_`@M*1t11ILL`KrUf5(5 z$3M$q;DMix)&vY?Hae7hRD14G?UzTj1s`0G{ct@d>oUqIfYb0Sq=x8;edzQUCZi{M z*_gwypAN$WOuux+@mfb+zoT%i=dC~Z*!tmP%is@RG*Z88c*m;4c_A)0gTd3Cticmo z!}N|-SMyTH04kw)Wi5ymdvJ1ou&txay&d1THGcNQ`DD1qYKc?gk2&09_46K7X-xlE z9lTRU(%sGOAwI-QV>rmp>Yr%)9R9K6<03JP4F_4TsXI;{vZJ;q>${fSXB5+>i>wUo z)RaQ}Sl7PPOiZN1M^;Qk4Lm}Un*s*COl+4SKgD}(38JT+@vpXL(k8K#@8 zZdzrdm)Yz~LTkY3Kw_EXb{Bk;PE^7s=+*ExJC8Pi!!Cs{cem3X8KFWIrR53{xoFIhb|oF0UA;rq`M zf)dt+?=PpP{-U9NmzQA7FA#rzvcX}Uz9hy`ySBcpTjf028$TCMZjj9wH2q|C@=k39 zrghQE;E7LIShS=>kLtYXC+pQafNZLp-#m;I(7J9!Yp7S4ezIO`M6=Fw+ENaH_*E_< z_1Bo!>z;$KUqI4X4Kze_{j=J@n~b8j~Fr^!}*5$L~8f3#|}ZQl=Df5RMcpRVicpPHFFU)^j)-`Bz%n9F*ZTVa02 zWo@k_f3t0i!bNci1y9(pR-W(+!%uc>TP9xke!U(n;Ki?(<4-KM0YSnNaCE-C@W0Y~j|M)0CUYh6NC42HDxW)G7DEvOU$ZfLiQ#`rFjvJoIV>$d{Wlw1D zP1k*M#6{XIs_q-}T3ke#u{Cb<%#1L(MQ&4K3tpaI#soY#OTL^Hw}@>`8Iy}n$5?$~ zi7{om#VRY`m^1KZwL42p{bDzphczYEF-*mgn>+ks_2$xFPHSRG!iSjKVcImUNyd6~ zd@YNuLgW2(iyhNrd!6Ebz*+0M`KgicNcU3mRGEMFqQ;C^x)|Tu`VdL&HIC*b)tV=TeD(({z8; zmz`K*+9t-)AN*hCtDoTTQEy8&_^X~d&xZBY9{ow$mhl|fjkY$U_rfFE_7~~1N!?#{ za(RdegPi0IZr1XgDudo1e(5?c*^R_dOuJ_q`o|DYAEg0Mer(Gu!i@ml9O7H zoYh5(a;={1RDCZ!G7@!Pc$Lu1$YG0EkI;X^0M&Ibru+w9x$A7F40Qs^I(l^EvJRJz z4nMf8UFbYMyt8HT08eNQ?s8dA_|UyT>yjQ)E2QsMJ@nW5;QTsBC$cUj{qQ{%4_;Ys z0$~Qr(g;m;A2`k~_B|!ycucSlm??m9cTlvEt@W9Q||IqLUst@Sfdg zhN>g;;=i~uayY-rXE9Y|-m)+|>$$v?u%8>UDvNuwYnjvSNGvIrlJ?;f>tB@-{OA&b zmF=@0gNx9m{*oS?V)Za0SCu!{M7?59jAmZU6rIkNYI*C{HQEK-;%=&%o7nE#=CatE zpSQ_{2uOJwT>68~9bM0FU*6PS1756m?N-b3(-O8xf+#=ol7$&_mX{TWQW3wI%8cQ~ zd0TjV!gn)o`%b5AIP!X(BzouDu-WD06(nw2~?9VWFa6K(>+PV(fy0|te)B}y- zGTrn;KMqc=dYVw0Nn6v$yWY&LX_GZJ;ds-$q|mOd&$V^QyV>eZ(k5uCDYqvgxZBtG z>yIvyRUQnqPcO+L-sal`MTU*r8bg*aZq*oVTr5mReMH>+6zjQ-4TmQ=Zl)?0s1&j| zr`A97;PR@>C9(o>vpylSG$=9uoC*A-ZH0{)Wq`N@CKcyxWBL)Pp*F~32P9w`-A~u` zhyjyE#3g18zQ{VnhW(>N-r0^41@-H3AE(|GkId2&|MmNf3$fJ)?P1}3aldA@Z!^3t z!{t>ruxZIya5dca!B&yy3TWb?JYzaY1+y>8kP>}BJ^M^`*ux<(>$bQrXwplZ zov?!xt|>mrXKMCL@HLc%3|lw6@+7}}j!>Ct_~c1rc_i~oEvE3bdgN*6QAqdOD2!B# z!}9J)^D~+|pC=W`AN$*Wb`Qai;-jYd*`qfoi8Q?NG;Mw~)*N-j(-u|TLq|6|{xzGj zLw)eHsk1JfyfynpBCD;{Fw<2ByfIxnA$_>C>2X+|TD|Y2wMHB>u8y)=xP8Sf)ituj>e!BT4jdaPrLG=#x`yP)=+iXD z&6qr}xb->x;`ZkSdgrwo{VWTixBI8=c6u^Oe+q1UX0Oh6I&ml2J+OP4`0^3uWp^>mnCj^lz(QS2EXJam##uFM!-F)4IOAzl|l6!RMaH zy@V~1+e6G1F;X7woiPLj0`j>mo+Dn7A(Jq%v59oq@#wN23$X&zp5`ZgDM@YRD(mm$#C$fteP zimUjs>$Uh(vIm{tErJsp7vGd^73ASOr;|$LlEnF?EsCEc-taiLPI4M!=d{QJS>W}8 zcuQ3F(;)zDK$5>?&NMA@Ad~^GKv)+fV8rKemecQyH8s2dA?&e%y!!Rv^rIUIm*6+! zS@Biy`$_S&HIJ9aFDj|Lk7-+H)V|?{;Z+S;_kCvG%(U=-9LZV_YKaS`Jxa=Kk1 zwk5{Jp)I)FzYu z5l?hW3f-c1IYPzM;RZLJyKD)I%Uh%>$^e+wIbo&Uuo`);hAf6X5ou8eQ5!`(q3ZuO zNNL0?rQUDzGFLqQZnNE;S=!1acL6@U@2VO)QjbPe5C~3_{ENUIK=V2 z820BjHB3o7jo{KP4qJE~5A@J2df49wN3LwxN4aWF2bi<}xq8IcZJySMTkqHUM@A|( zv8=Ebn^uNL+|xxMG8mgGX03{B8rL04Pe5i;9o?1?3ft~pHspz(9M{F4=LTo0EqZE> zMQeMR`WA?7w3vSLb_LlWbH>%bZGI|B>TOF`(r9|_^>5LxOs4Qv6qqZ;3*zk0$Xs>{>ORH3b7UWKT-p!!gd>+N z=Ske&_o$V3?F-7icP}q;Ap>@b>4ulUA7P6E~8 z<(D~PIz07J8}AL(;pNRcvE!SU5ZNzHBWse=bz7IPNa(P-q7CVZUG$t@<#B=MJ8#-l znmwucl`>O?ha;!WPa{W{UlxY_=n@8b<6<}3BZ+@unHMKR-q*afjn+AC$%~;knfshJ z$&)WnP}c9T1*yI^6+4YZy0XS>eVVq+)}LDtanzAauds+PU(;K8dEjRCHEC0ek^H*SRgF8&yAAe|5oRC0W zmNw0apg&4JpSCu(=dehzm1D~$I2q;fswsbK31&m7{F2=^^+wzKIHcvtBVe{OY{nz~Jenx^*epcjBgW-Oc(XdKkOFe|439l&!bZTKeDP^pc zVO+vi0=B1SyLn;19B7&drsh6{fqkJE0|GOFh;IvRt~xKL5{{iu*72M-zO2 zMuTP#dCYBiip;a0Rk2Ft0G)%ZT$+d23yv9!X<~GCqJ#(0waM# zw!j6ibTKq9Ao~QG7jQMn31EY1VQcp5-to^M)!8@`L+&kzQ|hCpN}<&M;}>p(R-3pJ5u~1zWVy%Oe>aERnGWy~AjD&vpz3L&zz>b17(;u4-=JFhHxmF0)9Dw+- zgWw{#Had9f4-rAvG=gmDhod2W)vVNwaLqo8;EMi=3did1liC$KjBq&G2DWE$*BUKQ zn@i~Lp;ISnvlBG=)d_~{?9ylf*S}7k`45Rt%HfB^v*gs2-mkT0>u~&BF-ERl*3QzO z2|htFGp>)aoziiU#QJq=(hX$mC&nKBRbn>bGZ*v3{vp%k-C+)5cA#G?>VMv_CvC?P z4Lt24I_pCh-wt0R8skGtX{YZLedM82I88ycExW}^A(8Koh!}h{;pX`agyTN795*hM z)4>-;`7m4#r@x;~CLS5AO+`K4&C{1VFD?z?gGr+egkx4XWgGJ3-jEy1 zlYc`lJ5LVIv(HpUjs1Q`lgn(0{In>eM)B3DpZzwbZC(u#S&RH1N!&c)lDQe-Babq| z2Y-dXEA|`u%_EU=B&TceShP>#Kb`|U*vjs(9U6iyf-C19drQJ-3~iW953uW*=0Y9~ zrxo$|6_a7f=vgHW6Amc@Qr^ z{>dGBXqh|Qz`%mVpV@j>8o6Z1Izm3;i1{O*yhB=xL) zFbgUwNT7T``|feAUAsR100;282J_+uGo;_ELu{=>q7KF>w5hszC)0 zc?%{w1Pt=U^!B@=X0rbWo?&?ifWsEnY1n>%i`FJRWYz*b+oTrHp-JQQ+o6qEF_eRA zBEr#W49<%;2?^mX5m~?0qAG^~(t$RPr`OS?Qd`wwBKpmVezTUy%7-SIOQpZ2rLqFX zT(=RaMpx0Ryha;{5lkC|=6Q%1pKamLNmcn$|CaUA^?m5_jsjhUx2c}y)TYbJ*D1Ku zt_-%a@oq{E`9>>6>>tV7-1*xF`^kTBl@*6@`s%ryBOIt~*&Ul?USGT(V6;F3m`H){1>azeFK7#~p2#Gz?;fS)>60SPNIl&azH`cgE?_3W#9>OZG&1s4Kd|3!Sr%Dm__T^gS9Jf-O`IWpDGKU~r z8B)hJD9^hPI#)PIA+MA6*H67{85t(Mn-2L=-iz%YcG8F0Vf;X8k>30e*OCSamt@yA z#IPJ~q5ZzmGzHC%h*kxfbaW4tC8L&i-tl`+m}O4QpLvs)^mUun%$! zj-PeEDMbx|Z=YXNd0Oy%khQp>e+Zwee+js3BJT4`(fZ@c7Jt*UNYd!IO?OIVSIVuW zk|z4|cY-Jhan=tok{&j}Ox0Dg7k-n?$R0Sq38&9MRsAN5=hx3SzYoLH*PomzadrJ& z1l%S6tW9V|Hld$ji?ENbWQ@oUI}UzR;N%%~@|y(5Dz6hk*qhO5XyP+{X>@F4L;T}@ z7Stv%82(M;X5=OtMwaU(@}Wfb6SeI1WM@LO32TnEA1FpIe0^zSXA3A9_V0@k@nrh< zwdf3MZFEQKUab`6OX;ud8``Ofyq#o8%FF!J+{iuh<)v*Uum{+eO|_(?CY|nn-)hM0 zvXpo8dwYL_O!NAZr?KAq;rok9#R>su1 zcGCL}*Zz=u`k?!?j#~))^6qyy)yS@0dS?J#_lhg80QV{GHEn^M(fEFV@Lbq^uWI!2 znf7-?;5BUIFF`W;eWOs0FOcq)Mm5Z@yQd8p#cW?*uk z__-`F?vKFZ`Yh;)4KMXBxlk6xz2vbyl^^_<_VpFyqxj#8X;^Ky<)PYHay$tB72cmr zC$I^mK4W&FUNI;LZ_|H2!zOPUnI1@}eO0Lth_o?$lPJRORvc5vuAb>E5`pO7;;OsKjm!D3VG;ivciKJCGOWE(8 zqc26>Bq>CpNw85heqIv%fR`??V^ZI%Z#m++ubO3e>%K!%+=acVuZk2pzxU&*WKqg1 zX}bs5@UnNzlSjF{%E$h;HRR9A%Qe8QDD~Ca)x<7tdBwEgi0-hIyjRQ)p5G=j=lw3J zcxmrh*-uKQt?Ld>uH8V~n?-TN9u4qHi@;)9QdFIW}4UyKabAAQ) z8XXai@;+LBCv|Wx@5Q3ZV99(mCvi{(=O4v&$czujTXyekfRiT{?tb2aG^P9bM~?p9 z1j&H3Sk|IXCyu=(?WEQP{DSoAOXX>`35~W49#bagJ-_Pi!MfuNHV-xsa0ag&e8hO! z$j)C=rBZ%5Hp(L8*Ax~LQlh-c`l0ul!EqDAR@sXTXD{HEawA%|vj3q7<{E6nS}eeP z<^A4-N@UmkvUWJ^d!%48{@mn_1G<-JV%z!#P6S*z9q;$y6UNfMU3v3-s(!+8-?vBA zN7(<>Dtu?0+Di}{AwKD46&n#Y)7EY)Lu_^}ZD~IEw+>u{k26rl*{~ z>U|<)T6VqCN55>Ih*W>r6O%Hk9^bQ6e|RNxm{R>1PGJ#VQ`A~y3IG<^k6Bp zYwL4uU6ZPW9;H`sQ0oe|yUQo}>ksc&LUo*$(53xOBx0RU+Zw8-19NKpe)sH*USSdK z2Jt1J8Eud8m8NOy*0G7v7%p!7^0H=kWBpNyhi}VE5e`CFeCbt)gbRqT!1FvF7Aw~G zLHX`&+|)?c*sRq{X{4qTo7SsR^oa;@@o3$N`BmXJrdp3@`%ZjiZR*GnU#gJhk+kPI zrf?j3GmZTZG2Fy`^%FB^yaE7`&n|^>otZx$V!Ii=>HQoLqW9Juk#W9;>&LI zg)VZPS`6NFKY3+^_a0|*1VVk;b)uvR^}I&qM-E_Lw6CMM*d!vATOG@^LtgmIQCeGCX?@oiyC!v3cc2 zOBx(68&Fn>&D^UiwQ(yLEu|fnT*FWTJ18R#g?^F5{8_)Z_D0gtJ`#_>The)bG|G>E zQ92!>5%H2t!Qs``2W)ie8oc1WtE5eXtNH`a=Aq#(A<-sx*e8En3k_(KgzmJP#yqr4 zJ8B(XaMfLrfv5G5n@y+aj+^h?X}dI}CV_YR3OD@gEIk=;#M7`z%zzrUwj-Q|cB&^b zHp6V5hmEJ96+%T=M~$VS$8dzC)6dEyLWQkUK2Cmw_eOBu-|>-$CZ~mK8flV%cKTBq z(at|gga7$gX>X+8q7 zmKrsbAP0@MILdTrTha9ljQO^79J5)sIb*vJ||zEU(W{C70*73rY?Wd=UO z$uv0t#BU8{%J>;6&w|lgLmyh08h*u)l@Z7XjnC>?oRo%wur0rOkF?Mbfaaffbd1T` zog?v4n;~JNuUWtu52k_ToNxrS)|=RWg34zaLN9KOc{WEbPydqmPRh_5mh`F!)br2($CQ*9yn>>$izd zvZC(1p z#~1$(umgeW7X$SB344Ip5UOiqe~M>L{coyT{|84&=k`S}UfoA=7`f3dVXj*BxUV)Z zqKu)bDooPZR44d5NI&xm{z8RW!IZ%2pN3%d(o{tZ35{TInfFMt^1a&4{TDo34RM`% z;2sI0AF1X(U|~iRBwrR%jmQE@4=${j3^S(ZeHgSu#5W33^A4y<@YR2dfHk^9bJv-z zS3{vHt4zbF;Y4yG&RXgfGec_tpDMA;GDw|-M7iS*I2R7 z-l^f1OEIAYRJQJ6V4LXZQpS*sK1zNoQL`4orkQBJKiWpVIGbIrlggRZP)V3{7 zF9H*r-76V>)i?1Y?3y+C`L(B1;?MarQR~LoHbWk5ILN!41w^qKrlS04MHj*!DdIcX z=`A$GQE|n9sxPaFzWnKVH90k)swZu^#3q*9B1t2%LCk0MQrl~1OZ&}utD?>X zxIEKOOZ6Jj9FMluI~hu<%@C}yJl<|e-23IBXN~b^VXfn3y{!5Qz?-dBqK>cFksG)w zZlNVK>&#oW8lnG!_0224KS_PB#xL5o_#Cg@E5H9e4GzzifaFwKNjtn+D6`KqF6xz* z521r=Y2m?HC)O_P^psUO`CF8=ey_-$D6M8PZWDReFnDznP&kiqH;H1;j5@vAbgC#p|EN`QUH2}sR5NXl zs|yPn*;lz>i@}EHe9nKArm;wIR|pi`%lp^R3pKq8W_#{JJ^yO+KXjsDv~76br-~}? z>6=C$%T4$DhQpr5m#~5Irf%g6&er`Zmf`YshM$xK@Lj@U;4Z2RuwisN|ARH|MAmDN z(pWWpsMgT%C{$|bb4CiCbgEELXCi7-1gk_xz;1$3Mq^{BQxvk*@-Q}%D_&K64MrE` z9707_YWO+zVPMr;5^V8GY^11;3|=hbuisM$hcAM~$}J6Y{%D9+vhe?ratW#=^){cq zu2&=ige*)%K}4lUkXnS+0#voch+EhQx`v3`8l8l!ESs~uP3j`{Ef^w?C;`j!iP_nQ zMix$lavQM6%ApVcvM>FV6b!7?l{nH!w5r7~UPDdI@Dgv6D}W^~P9hvp0v)-0q0-TW z8@Z=ZblnL=7pZY(Q^mnE=1Gq$d+--5ywyNAsqFRj9MwfZP*~1WmWvxc5r)~ESyfRd zqF{4k1g6dq2D)4%zThr8A+l&_5ULqT#u(pOi&K09tc3x(v8ev}7buX?S>R-pI4N{8=q&FlcDA%7YTGydykL4y9uE66ppHSTZ3 zG-R)_m{`urwq=varq_>wm;%%9QRB(a7)!VkpRqMqS3GpxSuLFuF z*TTQXbX&{CzpF0E=FO?|+lrn`%A^&!=@$p zu^pq*VP!?5w>)nG?@M8-mHNBocKga}(MOYZ&c8ovm+GBz!?@~|A8nsB^Sk*>VcbjA ziSJ5I<#cs&`lu$XelGvW$0qlMyZqqFu|_H7%&#^UAJ6Z~ttJ$PotX5iOtPnK6Vu{Q zZ}B?#*n6>(vGKJ{@p2f_OSCX`-+oIXq>c&CX@PPm=Yt!5=knz;-j)`Ln~2-P_GM*T zww_oa5cw6=@%=gx+*}0NDu{hYLn4eDy6XE!5kF&^auW_V zi($|9@DpX#vcwtm5FBSkYox46P&uR=LoI5C0#+r))`js4zl$h+Cbt5{9PP53G&83x$$P z0|ku!Y3dIS+N_6_?NT@`Ri`Z>&{gV1wcQb8Wu;Wfr>q|BsfUxqTYjZD?)szShZGiK6jFe+HRF} z#!py*Bh1aigZm7b0)M0f_518tU5Lo^NO`xy(`=WYvVgY5|MwK^p&W{PP~#~uqLNBt zf^Y@x0s@PkxU@LQUN-#+p{bl*4OOgllN)~$+>>XZ;xAYriIi&A#H7LvK||*CZUr6*agYR}!PAZD6Ds6N zsl|m>MOG;3A|QHrwSldM>e7_F0+`a0(SYw}Nw3Y&w8U9W?fXE8T>>341x(BgqPZhr zRY7Qow9!mB&6fqPimE@bW7Nr0SQT!EhXVIhOsbh#!NdcHHmGuekqxqcGApwHX94do*v*(sGx;`e0en>*4R+DGz>+HIprTB|!o)R? zXX871b|VTER?aKk4H5(_Mg2u_bz}b5zwj~T%5Z~s6T+j}C z0AFH+?pO$XAoqkNE}(F(82> zlS{`@Jc|-(hYL5t64^ALGITcvnzl;x+aTt7vXkoBpEy2Wg*vOX8sD(FX+JmNb_#Lm>w zOC-5HiNIdwH3#|fp4#9OG!+g_-iEa%SoP1JuVL>rj2B47KNz=B|!9qxXap- zpA@z&P-#Td>M;)TnWV^o3s(?^sCgHeYVD|V<2|BgjiACIx zKQugZ;muO6P+klXDiO$^rqUSRY&KCwTTy%8@jDHCh-aqS8yrU53dsbaY}gt|Fx1EZ z0X}!9z}?~L4(KDEmy9CUb!wwcgLJ5{Ito`a9m4gi>^SM6n>bQSII^135Q(>&#y&8j zCJiy*r!7}Ps~{34yh5~`!u<(OX#2>tfMIvST(m$mQ=&H}0p*%mA(G>)uDy|jy{hqq zZJLBaCUo1>oCCR_6-2xV^)ylYu@vrO$Xt z2OKo`3MYq6zz+$CRVq&g_tP+B;KOx?tY&Yh4Tsm8g%RPyfJQzlRZd}~Ax3z0cG3ak zFn+6`}Lp>}}j{U6vkDkEj>EogB zfG0%#gYfxtn=06G^uq%1LjsQ&GVg{poQ&`0d;DFs9Hu;I&}GXV99a#NBau*|0BlI> z)Le!yjRfNno~`v)zN#?tjUMZusTcl$BPW+dG@8yHR^jh54pNpb;tQ>eQkE`>l?=01 zt5!sgY*@RB-G~Xc3tkQZC~DC{flJ)GGBQQeXB93%e~A)d4QpW!l!j3fk{25zG8(T* zm=cY904{zWH@u~OE07!s&9~+pCgVuN$e}4J2$xB-elS8Q3v4%$ayS)#KB2(Kr@kJ0L4uO}ZfmcKk7>IO|wT=(5 zg)y+~Vg%Me+_zAbP#S}(@Q10KL?1N4sBj)pf8brTG>?X*;MQA$F$(^mG88lf&B#AFKIbCe#{Miq;u|P0vgskxGFPsEc^6M-NPpEGov6 z2VorvN2ZRiXslPmlE+Zy##8(B-(-4qq5Cws&%=B&Vx!1~gT?zk!ZWCa6V9Odaugd$~7ghhi@2ekl;wF z`$|M!vB^@SgQ^lqpt6iZoTjN`)-_$$Vbumnp2wScX|w5o9j=;09~qew<% zGKv<3rSRtf=d;l&t_&`b$2cAJ#DerZYD$*4V0bL^1f!pxcffDyZNlU#!(E&Bkcfqo z!HehcP?+*j*xdn!+JhONo`)uSQ3pFTtks7iyN7wf>ghtTNI7I4$(_E1C7e+|KLVHN zNbY-4SHc$HcU>8VF0kLYj!XMW)DN?Tn7OoXEKJtM z8&j-}$V4U+yA^~7%#m70(U2&5Ad+h=SLzQToCsr6HHiZV^ux;H&|73!LGTa^y9RpL zNqPwq3=+J?6u@n)^OWMoB4eXEHdp}p7NUKYL&}uW&9g-;R8<}6$RqBXFvbs~&EudW zx2U-a$@WiIZ(Kmp<=_>K`;?-PLQbzTl4RF3tuHajDBJ-*K3GYdyk@Z`dm*|Dc>Gkg z%rc1ibur*kAYheFaX0jFLMytm?hhug&P=zWd^B;JD1l$xl-U7LFwJ1@nQqA^&xpU= zAAHT?^lY*O#H}mHf@!Ddf=V_>a)eO{yj3sESYE>kpgc*Wsq=Y9gG>un&yJD4#-3Wmyl#C!vHYhGuXumbQj`lU{S4 z5Ko=P!0P3U8z(#+iWj0Uc7!MHOHO>|gk(UpnkbwYawpP(J<;-$xc3kD&(!P`q7)LR?z{Om;+8@ z2yrimfR;i78QsGhWV;KdB@%r&#TR>5Au-VXNER9}lcx0p1Du8ciB@H5=+NyV9paKi z38g6NI%a-ZbD*l49-g#<`2<`e&^W5BfEz@fMWyXb#E+9V^dF@SQgf32h6Wa}E)r%^ zJ!akM@{X3k{w`+!q{vrY(Y{d?MjjJ?1bi62!kCa*q3$!BgO73qM4cdOewfot^}N0wI$zp#cp zybDP_lK3)ore$Q2q49NjZkIiSVZt#8*8N8^(r6T{BPp7M0YY^3+#}%a?#t#6S#W&Z zewILB0-w(OU>a)|BJZPFz~Q71Mi#-!m||q>&>a(a;`mb#23OSWxoU;dm0ZT&uRYEm zSv*fDNBePWwae=HU?Yn#YtRbCv_VrakpmVrG=hcozuHvmx-ybof<&ZDKMiwrI$xj| zQ}|{<;X|Yb`unN`&3$3#C0qM#;|Wzl0itTcra2`_r%Dw zh(Tyi*OR%D(5dQa2F&?wG?$+g+H{PuY|GXUqQ`5zH#FKs-X$Kpq}TtzH2kP+=yOB* z^p@p^VE53S1{=qoHjS5`PeI>R^uACS340$g9uH5#7miJBH`zXsdanzdP_==NQfJht zu7_vhV_td+4y*>P0M+jkpe&29dzNdU5hQyHrYqG)nHRoQ*NsL>kcv?2@cGpkYtN{k zU%@%%^>zR8EG}jFTA^fqZh81%BS$Q0i1|5;r4;GZ^rTahdW_PX5_PB;;f;xEQKMr; z_a7BSW{U?Zuk&JgWds;eT{jG_q|lDQP_>>tb$!y&3mi6qV7|4H=$(rQi|Q~qO`CT- zJi{~yDT7Xxs51Ak90q2V5O~D06P=&{BV^F{9iM3#L>elsy?QfA2&S<ZK1lPu8PlhCD>mt3TFo9X9yI58aYcPP}0>_Qh1s)WRYm!r{ptfxmDS z)FHOu(QakJ?ZT>iGRu`b{E!PSp%&d_4b!6=ufs4aqjadNN|sOeh_Rspqy~EZ1rkY8 z8-=SgqNh3b9^N6nAuNX9dVOS2L!y9j zdLH^{Ns1_sMa%uNx`QF`n3bgxr`+fdnXg9b2zCL+FObtVia^rA+EjU5gJq&0&R%%chr1-VT9nm<6y-Uz%(!|Moe-%KPB{)yE5M?Z z8R|wJJgpH)B04m88;iQhE6F@k{s1bTc@&twMz<L!u?6NO)8^nFrL? zKYEx~$5Z$aRs!WoM&U5V$mrn>pmq9*Nc@rkt-V)q_tbfuWznBSrr0|*YHC+*ukpi& z4s?@lN10l=Pg~ffl5D-i+$?1aR`xL4qs$f{TQ2ast}5!tj5*ua#M*Mgp+z^Iwv^%N zLN$(UWZ5Gcyk|ta@=G0gQJ4;`=mbafk=y0KOd3D3Yu?rjk=Ou&?5wC3uJB2zoG~9>J?B#N4gt&0Vl`e7q%suNAw7x zlmaQp$(@n=dq7e<)Peo?&*+$rENlHc!k=Ey9m${7X0Efpe?}jwNvpaGTTk)N9Rg%_ z3M14DU)3{ufYccR2`Ka5kU?k-dEnY1j>r+>hvGAE?GPvA3^COL2_$Ogh#X>MG8kuZLm$PhFl@gS|9;K-fzed6(C-2=y7&N4iQpI z#58d2EY8Si+^PfD4sk+GkcUPf625+aaPVN=h@o@8lP(@=oJbwl@f ziHFS3a>L&`paE1Mp4|HjdV*Ud5a!%`L{9MP2qfW^yC5gnGby5kPt*+=4xc7b!wo(o z133^#!jQ@fGB}Y6Bq8lMBYR|uMwKWGyttvOTZ}z^;u1pmsCx&NCRzL`J5$;r zNNQdoN#}0pKx7n@@SVA#)9lrL;lm|7cc_qcL?8p(4s%40aIXYXJ=~x(a)vb*NW@Ec zMoz$h3M7+^N=IZ*0^tOdkYBx_51pl9f6}1>!>vPx>Rh=VRH8R@cu^FTF~a_#jc&9GcdqhaqECKuW6>jSMJ_{CUFnTM)vO=5=b>kr6AND-p~W7 zOd=^>Q3$%BlZ0D-#0awzA(svrq6Y=S@_gOU9gt}SWk(XxoYALG`4_GpJ^;s(cib@LJu_y(bkb#J7cLiS8X7$=g483RaNh(!qfYrl5fj>vQg)b(_uZ z=7|l%9ML`2Wbm3c1?kQOeVCifxfgR2Ps@Dk0FS+b2EM&nw+v&fkfn1F36C^R3H%_^fR)07TaSW^^P#{ z#SI-xd1#njAXnjnF4aHa;hA+p{{9(VOP2t=Oni8$ZXNJsJI$d+Hu}~9lSK<;VB29X z=%lzxq)D!C=(LQ=#)n7d(&6L~=~xkwTL-ay!qfare7H~N4#bI43qd7bsfnWp*g}Dj z`buZy2%L{V0`B%1850BvBqEb^K?c53AS9#11sPpiQyI9HM4gbqJRqh7^lCk!ddwfC zAhaZ0kf&$(_dvQZ@hy3}b#PFnWVnDZ*PeR^oareE&;QXOBgGlTlE{p%9ndm9LL)K@ zojP~Wkc{ss*K{q!lzv9fpr01VjQ039C=MDk0`i^i4qAfb22TYIuOkB&e zoRBLNJQGMjP23rI1k0OaDwWExw&@L>Y4Y4Wuk5=ypLbP$G$su4-?oHKgFLTh#6{{16z0qMWB6}=r zr=Wx^@D&{dyQGpDE7x;GkH8fRB%u^|Mvh>y5=cb$`GO37MjFh4#;r55#_-yUS>1mm zQsjybg5?O*CYgKB=ou=U2_&KvdPXM2q7{@eUHJ{YiyC;FJg@Y8?I4*~EQ=l{Hb^%o z^Z;2q1){i?qdy`8br49vWR+)RA2P-T{;TYZ6=J1g{+muu__`lV#LBqgT*qSB+mmCgX_QX(+0G{lxzJXY>s3 zbsh>VqA5P27g%$FWPIMw$ld`hS5U$2xuG{u1vXXekxa#B^anHukCq_-f^bF-02RoC zDu**NScJuTi~}4|vFJ`7n1BClCoP|ea?TMMs|D|hzJLFSjHy%w67bHSks}No7w+FbB4eRt zfkd3e85#L5fdo{Wo{>9QL$=sI{}C4LhK@zm1v0RKj-Jpn=(CRN8|({r2@&QXFMa5@@EQ4 z7=e02CkZ$eH1NTwd+va`!=VWzG5u$B)MN^Ts2Oj_K$_%rAw}Vi$PxVZ1QJMjx+8J~ zq9Bln4t{6k453s4iAX=r$Q4db)nH^4n>kv>%ABm`lly~cp;YAV1N(A@M=;&=Npo|aD4gCR0^wE@5 z#5MbZ?$NhdKo5$pH}w7o$(ROb6IbZ}qXP<2!$wQ!-lanXM+JclY#8Q*9zp*tkcfT_ zH)OaV9THJhenzg~l_`)&%Dx|wGjNy!sp!IaMowVc7f42S^o;ENgL~CM30(nh=$;g{ z9BE4*vbom|Amu8^d!n(wcR(w$S4Tb+jqe=-&NPf4CddEMp}G@a>Rp zMjq)>%`Q5>s-68aI@l(vMjDYbdq&4Pm1!l@vy|n8oWSKrAfyt)4H-0E9g@&H=!_g- zsY95!c8C*lz-r-Qcf(ydBS+xv1QJMj@*{Ev#!es+*}yY$0SR0n8F|1na)KxeffN+g z&&Y)Q%VUAz7-wXU{v+ZILf(lpvd3s#EiXb`O)lsSVi5!~uz?>rp*P^Rwd@^+E?kg7 zQPi}E9o*M5GD>#>X{c2?BPXbSBM>46o{>E!^iWX3a@99VEL@lkM{Xdy2n2boBdW(_X9{X4=G@Q=SapiJtrC&of{y+P3Myy_x}lTO z<}!2Q&TvB~HKNt>!^FQcdIO87*6-qZrH|+lvoHv#p$YYlZmCt%YSkoZ!v)>rq6?@Y zYjs2K3@!5e8mLcp>DD1Y3|i0v0q81qLq~m@m{2fa?Tnm&s}=~0Z9gMBkmnSXkOjY? zYm$2l*FtloI>NmJ>MNb*;zn1G|D!`Ch0Yef9q85pVnn=#lvFaGBYN_XOVG!GYj5Nc zIid%mfRe}5gBSFf2K)Wq$KZ`{9sMF#trK*%)C z$eoy?keep9eFM(uK47rBW-AXQdD*Q)f_RUl(HkT>{*0c0APXd6Xvi5^E91d!Zv)#7 zaz^(K$*9xxE9A&sJ9rS96*TbeK(`JU>#Ztll(R4B0XR>AcoG(VMn=tRp178kIw4oE z5(&f;CG8m*UH>|yqCx458~`d1PrL-r$PUP!f&vb5L-zsGB?c|IiFESXp@N#IYPAiL zUGa<_A?KVxDr%L^$PwN*fkaGBcR>aLM<5X&!W%MZyy`P>tRQ+-ATw>E(URJos#Gbm>S643+hjO;y1ivr51%ekR@kL;L$20n1Kmkz8ftd@~v z)vazF9JncKO>V9Et$WG7U77TVV$$qpdosd z6EYSy5(p_wbw>8+T&kdgYMC2)f{bbc@x&kXf*yg`L`@oqYU(pG96NzTq)TVySqAMp zXFsv6q;f{b%9&Y+kzF7ab7`KD8=PN(G_=Q`kw-mxOFt*J z9psEY>lhn){!DzJ&$kX>#Z}P2hZp10!C_#+C}EAJ-~XcnJopM4_%P6|1M2!`!E-XB zONRi`M^I^nm@h`=f(kmw-_S`u&zvW=<&}@<$fpT}rT#o3 zXE;RyAuQb)xeI$p`8p`$k-MTpa>YE7F%mL)Mi0mw2`FPG#v6Kt#G+LbsuND?j9$Ux zOCS~Vke-o=uXv3E*A8()_81Z&E~dohaz=J&0C#H7CQjTJbcb1!oYoE__VQ~7)ZHp* z;KM-Y4h4MQOIg^k%|~>PahU=t=qi6h_YU1!U0nE76SBjiRDNW|CVjGRFN6iCE0if7~u?&<=`C@h|ly+~h4jyfke)xTmC;!qRfPN{Aumj?> ze?(6Z;VF=S%BVB4$BcyvN*EA&L$AP+SIw76j?5W7fkIy(75Vowa%TbX)fNYC)c@bm zD|oTikwAky@<;Rx+A@Jubb37_C&=z8kc_IeGcr1)sDlY60zD&Vun7o+_^zChy@RB> z3d(3exS52#coOnNNVj1dPK#nfEv<)8~Ous^`j18 zM2~wx_qgZ+dQc3%q4z&X@j{&Vps=}hz>LsdOFojqHn$E9i(9mX4Yc-%?yxeJfEuZW zaY0YOLnq~kNg1s(dV&{MAPL#+GqT6JB??OTJm1hOJSqb5q|nI?-Q%k*po(wM4ZZ(C zBZo#zkVpR3AwiP%q*YikXySsNL7){#!kq4B~g{SW#x2$3SXn`?&xZg>J2*f7iyodn{BfotBR5@&Mn@BwQT zt>JO_zwi&EOHv5pmMa!I1dBHe7R1srBe=NY{eks>Wdv53S-{{`SstQ>7x4-8(29%s z>b2?>af=T`Zy?l`gbm2=VczyUYByn&qnluO-rkM*o`q4z5i^}?B_>pn4Hq)<+Byc0 zS_2da|Cl|Y@M9Rv1zog031$jY-6Vdkq7y%tN6pIk3_Yr|0KZMuKrx?%wi?J<61dZh z=$Oh%4lYZrA{p;I+%3_psN2E^D(48H8hg&b{mM?)hyU4@Hd_MBMd~Jfp^__P_&1wj zVx0|UlrZmsL2rSNlUk)6a+;2!__guD$xAVM(RCSUBTx}g2mfbg(qY4A`8$Zn_zw)- z%2a)t<&u)96+d5`472jr->=jXt;A2WA4v6ZHB$-G@AU%?-f{3VeQNE_^*tT=oWAfX zu3;H>qJ{y7Bk(-aL~FmbO(#No2K+2u@P!LSrEtm6soWHNmx8~yqt70pS{0;3Hu(4Ii-j7Yzb$;B6Crd$U!n&l^N% zN7GlusX`t4`1v~F3~E>pml;i6d*tad9fnX$2{(nS7eaf`! zyBGd2nBE!Mus{8~M;d6}@EA@WYDk!D`$oP3+eyh4+7_LDBXPL9b;uxL2xMS`+VhBx zc4P%*BGp{b8S%SYS#2_daLp-=BviF+a6yFoC3^e9Nx_5}^H>7GFPoAJ#hX5BtAOqVz%tv&v z6^UvQZ_p7H5=aRIO-g4}U|j?fa81w18SaumB62wwWH3_+B;&O^BV+O$fkd=uosm6B zQXn9bY3GJsz#w0?#0Brx2|Yk?qCg5-@6X5?9%q3Bq(Nuo&WfY;q=PcPh?!uELJ~C&odV5fE>WwEf7-G z{*3G~&yJtCmXSUo6NylbPDJuMA*)%%T+I3(6CRJq3B;bH+#uf8BXWVvXaY&dXP%Kg zx=|~rU?Q~}dY61Kx5l&Z?IFE&a9BLTDdUgH;jSGroZ+k`@ixZLjtCsIwNODnJ~2eEHe0jj9w`M$(UW?jGSPf zQk}S#_c$TM}dM8lII(`C%*c_x1Z!Ay?4MGE9!s4 z-23kxu(-Q`20jdQ?vNpxIcsb(sRe&V&#-I)$r$*2Mh=h{UmzLR_l!)OToe>AiT(|} ziyP=7uP+pHmbr9D@D?R~y2uN7LC3to9g^_jIwMne8?l~|B*PbU%owTp9~B#3zY}@{ zDNZ0Hx#Sr+!sZJkqPTZKhTsx`L_8-KWN;-CNW@5#3o@)w)Q`qloRLBJ6G+76JR@iD zp%q9(Iq{5)^)&>N(cSip>`|Up5GlrSLvL_m)G31q;5T%KF$Ydl&7jKlf?k197s$Z2 z*Z+tfAu3BC6}kE|a)#t|0*M&Dbw>6cy$uDF(Ld^jp1|KSX>rm537T3BifE5dI2A1fmCGK&d32w`T{BF27N{j;8-A# zfY$#DGAPUi63`3bjNG4g3cYN!pqp=T&eB#?m(D*6+8f*UE2j8%-z z$o(>)?YzW+Z6EeCdIn8X){3#jt^I-?P?sT~jH;;{dKZ;3iB((pcB5|{9H@E}H1I(_ zKX=HWS`o;=2Kk(!iybh7w}e25)sQ2HBz6<ktHmsKsF|U_(-Hsj_xIj0Htot zna3iX8FEy|9+aZ~V}%hZa_#iC!W9rmMdHknRi;8cx6nf(A#r527bBw*|D*Y~DY9ho z11Dh(WFk5LD01t!uz_Q)KpI|Ij=V#o&Cfmmu@dlSWHjv@La`}w(Fk=+jVPdk2D=-& z5183RKm#9mGuol3B!pF^1XNJCxuN%afYTX-nPfpfbWo=cW@=Rqm^q2?4$m-&;5Z%h zpatcCehQF(v;|m2hTQtKZt$!Mq@f9hBX^-is0PYm0@6m5axNVLsS_94#D{^-9SUTQ zDHcZ$0e+m{uh*un{m}Cpu!NV4gl9?#KoBKLd^52-*oP z)#CsfEMX_`iGJ8W|8cxuzwf@`#%t7vjo^HS-)ey^^vF7H7toPGo5(e=fDV7COFQhB zA{%p1SGxh}8=AX+?5Q}{_*8%vY-ot+69RIyUJ}&S{_;22gwU;XP z0Wt6qC!ueCvS*CU;2VYb-g~m^L&t9h&Fp;4yqmDUp3#Ws!Rs^<2f-E3>?~ID0nJfb z8jwUbU&$5*az#hni~al>=%q<)TZe%jeyk808HSr6tY8gn;Nisq)LT>LJoaP+dOW|X z`F#%b$iPkiD2NucvMrl6S?of@ht1*Z=Ca?lMiwp7`xwUo!G(zI$?D>TBg>ZQVz!U* zeXV=u->j}nX5oXQxfYztSDRQaW-XT40-enD1nX z?A8T(gdcXjOr3;%Hy8(2$hRejcYfFt$S)N}a>wPgSL>Uh@qOzEh56=dUSFUwiE!sL zK^-c8EI5;>x*;4D;j zoLXay-gI>)#E>ygl+*h4$I10hx2r69I_sFxiiwKsQ7z!7g-Mir;j8bHz+*m@sz7cUv)s?UX zjdadLT3xYH~$r; zl$a3K0v^o}=ui3Zur&-!cz783kA?2dC=~!?hpPx4KDD8^2b#=wS8XG35Xm=uW7Ze- zcVribtblVuSv*DdA|yfxrydvf%Ta1v_-h#`kqh+DJA7zjB@=6mZT|*ry$k~rf>jDO zzod$IJOhEOU|`qYv6*^y4LgBlq%3f1%*24=88J?d3R-@I%Yde5a%1Ks#Y9+u=m;<~ znYB|t{wll74k!~lo<!`W*rD67 zh|Q{8GE+`_**^_g3Xre{8Do?{$0V=WvHX6LAkiwIrscY5%4qYgC9+j~M!kD$t{Ew( zf3N>qnw0|rrlUE)J;`sWRfk!N{xRXSacA1!w9cq77i@o{C_FKck*$ zMH(08=~F&EpgrI)B&f9S1ePL&h5r$TnmZvdh($PUj1#TcL%v->F_G+|;vz|oVN^WFI)I`Q4`B9r4 zDK?|S4`qQEaSucX zR8Q&B!_=LD((%GPj~Y1#fw8xpCt_?$WPG4!_QB?;?um1O{em!T=NOrB^w3AD8-2J# zn2%hU91qNIV2o!%h21DIhrUw8Wh7)KMzJHx?Ey?ANmP2F<^WF|mDEIOdna<{eW8z| z4@`UZu%8d?#KuDJzDoy^fU7#y5{Rp631FEYH_JE;FJU_;(ei3>Z${CI8Pp|agD69z2_{L8 z${x@C-V&3e)#DmhCsK!5;#$kzrN)?nZz+*|o#^q3oUNluTF>o$ml}0c zLBGKbcZIp}CdLI&*NVX09B001P#G`@2&b0zcS# zsT)S#7kp#6E#&ZUde`V{baIqvgkU|C3_9vm(3sPGUro*zaL?a|PB{k7HBqlLANUo} z`f+Sun5y8L_;bIZ+^RsGCLW^l;%dU@p+{iomVn(&+}VeTo`GrZxeerDn?D|08=cgM z^W;o?Nmv~26;JiUqqGldvzayO@zgRpgg00-7UxsBvu0*fD?}uX)GbmU(m?COOE*SC8kk~RM$ax!OkiZhBQ;BcF)Z$u~IpTsT&&gJ!|CJ zS1#yB>gM2SEDm*3>*tM~LXxLx1fWBuR4Ie$(erC$#wJBCM&(x4@Py^&WPFFTg6XML zYMxEdGA2Mf{S;+2Q}AO7UwpAnB~r9jc^}@e+|vxWFBYkKEa3kiYhRKq%dR80ml~gI zk3AVfnM^ayYX5st0w5Vlxbyt`Of|>}8Ogo@0f)ovw@122sTfaLQpy7#%kpB$5~boH zgCL0w>y)H+F81jkKc?U5QHWHE#6Xf{A)C%Z#6$TKo(Ts_f@71w+%hO6hO!v6undbd z3vrkQu{Z53X9ES-LNR`VW|%mzGhHG}B}kS>CS4b;u}KmgeM-26YM)(=B%Q{mYd1>IVM*m;9Y^Nqn|uy;MwVfK0xAj z0oQ;`e#g|$4TBw&CouLzQ;{=NlCe5L*%4|b(M2Z84ADruKIMQQr*fI%kek{*`2@g{ z$dsCe8Gbu`U}l;+9+VR^kqsW^To6^mkC+-NqEUB_L{UMXmBu{U2WeJe(m_J$AScR* zK;{33`T3_xpo)V!$Y@-7uNaGL^b=z_D2@3#1ST)^hbqOH9F-{c!7dWC#!&5Gb&buRLbzA>YUkY%^|6>!0WfhXD_b|)buSsCeXX4%l}PJ(9Z+9hWUr{ zM6aRFLRi71%S#|3E=v`~V z9|LvuIv$H6uU&BNyrtRlqbFLu*)z8Z+H?7fyp!h!JUiD{y4&kM}xt zt80zXQM}OEY3k!|0XoO>RI!X>)XG|mXVc|awyz&IUuAE3l8j7R9cOY` zisH{=cf#0qH$IhLbyktxAH*qQsVE~XVf%}pzg2-75E)ydjkIVYqDplON}NJ$*nQOk z#lFAyub7JKJnFD^5l9wL1oXKG|)15?lIgI-wZMM_zSvg9rnZBH*9(5fKTh$IS z_iAftj~|S`ziG5f=C5{&MDGAHstq8jnE7M0BIc}=g`O0da9Ysw~41R^V}9#@lyM3!FMF(yjR zxmM2fSZRCZ?z3?xQi%Pb``r=OwAV9rZ{$-3442jWcH+ERp1BfI_0t{qN`O&c-E+5N z50@h^rgvGPATsxU{HM7V?Be1nDvUL{FpOc&?C{-R>*~)riX*YH-NrEAjj_%WBJ9i+ za(v$htu?M4lia##YiFF&NLz~oB=6P!$M^T`!?~F1S~l6uw@5Zt$$2A-W`G*CR93M= z%)ft1yseydbi=VT2PzY(Voim6M%Qgsb;tC+5}W%&=Sxr!a(MHJSV88ltsWG#7thj5 zbvsy8fA$~umo-fOmAh|ynALqkowKw=4Sbn3wk}&>r>u}-Y3eBwExE@va_w9H%-S?3 zkIP8!y>h<0*P1`&^1e3g=SuKzCVqVD^T?J&tM16J`z~sJcIsOAZW==>PNepERKvJ0vB^u?BA-vH8ECE=bvu!SMRK1xIr}$lZ!^!Wq@uxnyIy2Y z8djV@_v^bntNv5f_pHi^24}Vk6f&!|pafZM@)iWuyjo86Vn}?8J1eTY>rQleT7TIOw# zF6zYMZ8x7ZOLr%M06wCZp;d@ai5NFTqi*G#k2P7m>K_YmlF6y%iV-6T!{3vGIb?FPacBTt+N&ywquz>E~geDK; z6+9T)6 zX`?-Sh(&43Yp9=*z)=&yh!-T<%y0kuEoIo@Q%*IU2?ZX2Sw<#x3OqZ3wNNcF3}hji zJOuGctdmjz%_T{^|0P^{s<#Ze7mR+;UkiqY1M|FDynG|KmC#oyy7GVrqU~tfoto{#ywNnC;Rggi{RukB@Ax4=N@ZK6@yNmjqYF&1zO9b$r z_bL29`naT*+o7YlCSt0VP<+_sZF=_7*gROg-b4%{#$)2XuY8>-poI2VGN`zx;jAez zYu+5FUj9jNXviC(g3Pq-g9NP~NEB(&58G~W;^js`pxDWSwmuBKs>uZFs-Wf5Gi?cq zX>Kt0hi6#C8lPOJY=Pbb2J8b&f1u~41|dl#0;Zy?5hC@Xt}&gdWyN8xlh4c8LJ)|h z9fKTis$7QkMtai)ErPIu!e_i3nOsJ>Wb|k8`=Gq3u7@sNfj8hIpm9qw1_Tv6lVR1J zq?z}D;;&ZUFSRLjoy}WDv;k${siOBM ziC(xI1l-qhb&{Evh_K`w8_caqeL?W}k#``&=0|qu$qbM<*zzqofaTa>ODED~k)2=~ zRo29hMZd(7SB+<*OJE<%BP|WsW-{L<3Ldjq0^4FQBIjIAb@>LLw|isBuW=fn&m>s{ z`-*REF+ewn04hVR8wM6a$NNKeI)1E52SC?~vT%?&H02@`J$0cZQhlW-TDsh1B{rU( zx1@Wnl1nk2E1t@iGV$CZk*D{{s;ygNdM2Cv2&J^lOPA>+#WY@N54>~*5y#*suqc`p zk~QfnLs;NNaw#z}sNcZOZSV|HRB^uYiR1R~jBc#lP9*Ns!7MeZ{}gS+LAo=KqC7oK zKqWw57&*`h*TaF~m<1hya3y_c!SnV-QaI5htYg3%7oN$R>&~9Ih)4WeCzCgp;8rlz zlvn6w81q_tfJ5F(+ofNg{_(kJs^s}>8P4>RX>!fH-ndOK{@L>IKcvhnkVmeOU6Qx; z%^7#pxrIPC^Kn!DyX55|0Zy%feJ_}zwV|n_3f7>a zJM*c~H#u`j*iINu^lJu!f@uq3u2gsUsHFgdod5aWLS#$+an_41pi|Ix4*$E)O_dH_5utJQ z;r$Oq-c_JY{&H9F1@S*fFbL+wtQO}1^7!p@@u9UKIj2Zee&QL<@wd+<7~3VpIPqum zA8(Ey$`X<}yTbP&xyU3aA9A3Cv7B9r2MA>hZD-t=?Z5baX1orN)P$r`p8ApkS|g;H zwSiQSdp^AyF4kYnN01=J*bl6F0spKY_k#ainvY-})<{diU6zVAV*6 zSSb=Txq8%VrNxBZkKql(B4*NAnc7RT<`mpIb6onW{yFPtw^=j`0W2-uHFV_7WKYL8 zy(^-4H*9q8pkN_J2IIM(hB4)gXR!&8QbV>hAD);q7$9 z1H8RG|FZVQpU3@Smo>5nmX5t@{TLV|0rpwj+u1kk-T$DVqU|-ANdEyq-?-PBZ`ON? zxqIq8D*b{sjkYcI6SvaB&hUcbss_N8dzd4jG4>L50Ks>V-MyIk_wCt339rvt&{=V* zyn+%h{maj7t?skW4}ARIo8ZC1mV`aSblD@g{jwqKNk=w>fl&Aaf{|$)eUN4u&3$xjv!nP)Y_K_53Lhv6SLNB4)BVzZI(0>>4_wrhv4DPJZ zeHRc-sStX!hY6~uB(#ewx*9_y3V<2$2j)LP;AjHj^u(NB2V^DZql%!_4qK;EVXvsy z?f6WcI26#kk<`m#5zGpXmuOz~5ly`Lrm7EpKX^uH&m>g`9i~D%3xP?9%x7v$FFl6N zY$7u2Bw2UDq8q`>4rxWw%PMlL2PJX|ghEDpaD*~@4=hcG8hcW+L?1>mG6*YkA0<%dKO_pP&gh{o(Sn_6Vd}<(LTK<&ZTSgVBQF*7~_uC>HP`; zH#rr9s+WyF_p8ZA899ogWjRlrS(1OWDZE*w0PoZ@YXIlaC1akm*yiU<_hJ(XAOk=VC<-=e8vWCRVEOSo%n1?kP%`esU2frDtXMQk5ZGz>957S%%=qF^$4|3vKe?T6<=0_zy zGT5>c=EyNG#5tv);SnXPwTtMt=H$8b)!gd6*!A&?b5t7}ana$<5qAxm-2(^Wv{nEi z0(h4{Dz~gO@3*>^LG+pzwYlqG&g3>&d*!y$WOs+HIUsJ&g7wy2B&%coD9)XYj$Wm6?EN&Z$pUZe zGDkGIWxbBK=91T{Mx{DkrGua7^7ypvbgcDf?`2e)<#mDqcR*Z|CR@$<3-V@(4rXr= zbZ*^;fa8IDrYqW6nwkwFBkxn7m*#-tPJPkhq+jx`vUTQxW_UFKa65TtcyHMHw#|E_ zFFL?K-u9+;xs~NS;uW4j+Msr>BTV?b+r9?ptR(NzbY7>so1W-R{M^^bxO?&)Xs>I1 z8|-iP9(L2*71}Os&U*>KIr%kd4wMlu{aikT4HW%puNyBainq=h{?pXAXVcqE)NVn0 zQ@3xWUuaK%XMos-*r26&U1?%znv>%cO>vLr*~>jJo_h^PBjDEL~bKAhyu|>scnJY1LC&_4jLN_jeuJ6aTq_SoY*MvKY#JD z8Y((KV|&*eFegHB-~?A_Li=IMRziH)lTLr&cp#Q#s(68vp@ z)r5=xLI(xca=Ji0yV1UTafP|8i1rg#c`sA%kkVgJJmlgZMNJzA5UkSkK86;u4( zrVcBJ#}i#TAs)?rwg=Qd?CY`M>h7*DnRZGkKL$~+<~hoqennR|Eh*0aqUInGnoc=L z$Z00;{Y1!Am9u0J;bM2-P{^1&j}%kM)7shtR9^8Rvm&o+OZEIux@&P_###@E;7XJr zR34Q!aA!l;M7pm>=H|s zX|4TT=w6$%7O1azwcqO-%9nz}>xLv^vYGga8O|~uBxRe_PJW;^qsXDE z7h!)^4)WaO0`t)bo|RMmOE@mxog;ZHI-cszNO@6MjwiQ!W(HVI$~#tG+?!Yk_ncWs zi&OIKV}0%p6A=(?^v>_sJa|C1$gtL)ekPYSdYSKAGy)Kf;r#Wv+V}TWRdUvt_HZKTGZuam%Y5Ca~>`)_BBASL@c=!h=iIEbLD; zzY1koGVgy}X{BGL`)f?WfKzr&pj3XX6s`^Bsyu&wavnsp!nZa9$q*XlT4Jzjuz|Q&xEED*dBf@U_tt|n8`X`Tf!Yf>I_vB zQ3E{$RRK0owe*o$`pogB7Qu)#LdhtmRR+TQtjS7zceDA_5U#rxdB*Z$BSb^x@(+W0 zN8EU#@d*@VXl_fuuwq^*tbgX0qSU8g{fn!tf~%bt*47`;(`gaA{&D7&{SRWV3>9If zLA}4Km*GwAb)V3ndo2rnV-!>{9OUbO1ccjkQSO)_1ZEbxJ^WU9M z(9D#bQWcKPr@!E<4*?JB(1SOkwgZj9vEdavA`)nqTlU5k0V&cBD zyj;Zf1#umevUE^%o@*Vht^I%ofc)b2g(lDbyC*_mi>j>C$_I#BJfWY>3$o7~ch~`K zHwyf~;u0?+V9eS+j}er$_qq=g!dGy7i#iXPz;=iLsOT9U_r(v`#OEQGfx;fx(G&N< zcg|iNH?(D!7>lIJOO1nbfa_Dr_CF*mg$@l|P!k0Ot%D3Q zQod#Em~W6i6|4Rqk@1GB0}L5K9gjx4vF}Eooca1ND-3PZjx^Z!l@3V4V+Xn4;%m!6DT9iGMHYe`P%Q>B=BAbuVivOR##MD6qqM?oSf zu&MkUVvW!&$`hI`>h^hUtIN@u8u<CSRSI~3GC|_}eU(}jIkA0FF!xL%j z99T`8P|*$9=R#5EzcW?L#TXvPXkUGgHZ0G(omDc?NsxqH4B z*OE-5o=cQl2AJJwEd+6iw255!%FR6&?`h;(@5e5%BYKX4tVBxlAjDCvnPpDAyI+@=-3-VD-5YTx=Er=agNIq~F$ zGCfl@dKC0VpES5KB$*7A+?N>*CzUe*$lXE?qPm`arw)BN5hH$;6uoJ(!6r;9yf7=~ zo-}9+fk#Yg3ui>5G~TkC2?d0a4-%&ZCBd0okxqe}7IzJ}XU&muH}|5&b;tSQ7a>oh z9|;F>gBcS#ITprBhOCpoCP93wl$!&{VB#K7*MqLN5?Q|mh)E@-;X>sfPnK2&+5d&q z)qk#zXDZuz>riB;<8PmH?(DSbF8}Hes$Bu*h`wFQ{7SoiUcm&Y>IEEK{;|=Wb|gnt zco&lP|MI!*1ed;f7_M7~+z-U_!VrGixA&BR-xd@c^AXsmw#K2yj2Kt}b#@zjYiOLkc3QZuep!hW zRq{JdPBoaGIlWH7s!stDQblfkk{(~$X8(+fUorZe?W&PmUP`xA=VZ$Swr%5ctq;rI z;xzAdVc;@iaF*sadV0@g#Q=QlvWT4M=)6Q7uUNXk<^*pw<(B~ljIhl&9;6j7TH~^9 zM@RCqc?-@d3V9rJ&crQWTQb7DBREGY^#ZW=8skU= zQUmkk$M=b8sgOoV8BGH6JPBJyfYQb6s&QdGLPHpQR>0WP!VzZ%Lw>D)kVUbwoK2^6ZG8=U&5ilq9vnx+S5*L9!^D1;&wvZPu9c4BDgzZpSF$ED|3X z8L_5&#L=Q~PkwGMeCkHpDTH^7(G>trkHP!-UFdoJ( z<%M;-l#(x`un4m1jG4&TNLuOmycc9)Cz>5m1r5Z@jW`+K{b8ujN0d|_%EMSYeQUNA zQk3{-lJ8Xm#F8^h-T_O`d$CNF;va9eGM{DdDIHm|hPsqwXFF75MFx|Y3^{6MRAHSx zUQM@52DI8IMNnnV4y}&9RJkUJl$ug`I}%1_>nnDNQy!10?*rIToEZQBkf42O(wCjh zRf;}FY?k}_4-hHnO~OjExGnY{=LnZB)!1HPjn)Tvq7-VkYGnEvNtfAfw2nf(dgbNZ zNOX#_xZc2d6td{R3EEI5l0|q;+02`lhpUckMH2 z@qn#(?6Cz2Wp>?L^H%_rL)cOJ8a*{VZALJwA7M&VB15OQiUuzNOlw-i1E8H5jFLc2 z4wda0m4Q?dbJ7-#Y0&{cg3qGSi~);ge(!;4akBLmKb`Y?xX9*X6s}M?BvzZyU3)PC zpTgE^R`zST><%9N798ZP!wac;Q)|!Ni{Z(uB&Xv_fw%V!xa<-8WfgU)HJiFCF7v(qPl2OZ0QtS^9aL)-|_Br(5U8g`AC+ ze$t+{y=)OYv?>7PXfaJ^UpH>k$g?%;gDt^4jm#e7)6fBLqzo!zx%@Cyo$55yo!_TQw_`!@&h$PQ6O24G zNHPz5Ypge7SMeTVVN=+grL6B^&FA$8P!n2uCx#pQgLhlaZyip+?w7LiF3VAL@?L1X zB1`udReS#dIC|#hZT9lS+(9Srb|WsN`jBV*ij%;i5ZTV?QVKiy!{sj)OoeE0G+v5@ z@g|;E8ClfTQ9i)+DVhO=tR(+6F%yewJtDlvSQ{}}IS5|Xmu*@2qXt>Z0z+G(B z60vRe3?8UtZ1VtJ#*2++h@!zq=9ls?6n3m)f&oE@JMsAKy=bn?^`|Vb(9`s zVS?PITez=7sjq|;tr7N=+DYjac>^AmWnmnFYDFX?`vW>5mQ@zGUeAqnihgO2b8|iq zjTa>6x21z)e9o+MX|30D;V+aaaTsA|l`@0rBvSE))X>(3Lq-oh0KC%YS-=#e9|;p= zfu0HGYwFKinI14xD~C-2u~-)zM3vpKW|6JklHKf1RHkc2WMSDstOp! z8qt3u2_EtduRv&C#PCj{0%XuUSxcI6UITB;S2R;7p5~lWwLle=m{gXsu-)NIuj>zI za;N zYqMW)Nm_G!OoJR&>7d-6E%JN{c@}jxM|Hae&R7jps^t@3Wh?$z49{xkDcgoM_|VF@ zR)gb|Uz6wplomFL#$aKylFs?E=rB;w+$;qH7piZ*O{5pIW)0q#HqV^LU9f2_p@y## z>jUuHtv=v(*B$^g8z&&H31A+)bKALNBds0a*Ou}?&$$PAM>EcQdaR*#BJC>XPXfo< z`8~=ywnF`bXUwL0Kg+&`)EyFi4Tke6++zpY5T&2cKD!%v@O9MY=gz}$tvY{O?)3{9 znHC?{Dd9rptfBKvc9;IvHTO;+ihS6Vdd8ZG;Rb<|2akE6OqwYiJ$nN^_LcXrPMaQbS~<0Sb#pP<-Ubpwst?1cB# zH+Co84j!-*=xnQkL6@*IEH2kOPimjjgxmVb6K6dLbEK-d#$BZc;5acl-eY zMp3C@bV)PH27)_C>W7dRR$8OeCSuc3jKlz6K%l<^b%;(L*~N-JwgH2ph<2hBOpFHT zf~j5PGPnRN*n1+BKFX<`5NPp*aCK|A?UEddkUJ!WEww_7iA^`{2Ixj{RQ4o$ZNWzt zw;jiQdK|91FTm>A&=y&`#kC*EUcT%%PT@IN>bBaPZuZP`o+hMyEtwgv6{ zxV_qNhrQ1<3hQ8nx5B!kqeMC{9@XNj0(Ht(m~a-O znNe5Pr7Jo`%bP!TTyCgNR%E5ro|yNMGG^1l$E{Xbq{JgMF6T*~yu6;gTK=KwWviVK z>xq3e7G74o((SU0mp0Tt-3I-GDn1jqma1+$!9vscCj)(Mx1*G^V|D7tk(f89mP=eh zHMENYxdCQNlFRGa?L`BFt`^V~rM5DNM`tAI8i**N;ykaHp*K1#3GEz(C06^ploe5? z80qEC-bf)T)y&WRl`~k&m12!_D6Z#}zi$fZkTMRgx0kC{Y#W)_&P6H{Tai15%?1YS zbVdP93^B&iOaS?2xC&rp+X0Qe+2GkBkR5DB2Iwhpxr;~q=haDg@x++M!=(p(u1g@= z4BfMIf>aB{nw2ahd!vXnE_>-CGEhCa{fBIvsiX5}!FB+1yLg5+cHGf*raI9vv#-r# zK?F{erMhyhy6_Fk6q-S88I_P!9qNH@Q#n5i#{Slzkr_gl=n^C8ZHFFeFg6xm$jxP4 z>A)7&7CWJ*|7`m|1Z6dIoN~cL$VNbvCTn5Ko;S7b;kD-h>xd!a?LUmFhBv|9 z>-%q>dam+Gvnx~obeNOotIwZ2brWOy>t&30xw_|Oz74_T7em=GN3?GmB8e zU3bl{igGn$S4{yymPf6(fMBuT)`xOP)A4`fj(LMYT|?0Q%`Xzzs~Q5Hx>RKTLspT4Pjxy0MjvGL5EaJl)Z9zMfwYXtmd;w-Q|)h~ z=Up3&p4q0_bFA(?;!7Lt(gKxl<^c(?D86&_i9gwN{h#!%(X3NBZh)jMFB*X_Nn) z_y@aGD{=9Eo;A>pd3~gJZqAIi4gj-Enq?2zwfkAKTww22iN8Ac%IE|KJ&W>(O?=(~ zrkC_wHU2`3d#QQ8Si7gSeSnjhf9dBWw_Q&;&4YP0E_;Sl3ukBlad_#@Gwi0;F~G1f zYv4{Rn_ZqZ0BD|^OAO@Fvhz-Y-@KW&|0Hh$*iA!B^SeHd{_mkVPdhbu+RAk0?6q+$ z%<+bUWR_4H6#wXbR&$fz)~8; zUxyJuir1WjX!3O$WoOQO*RV4aj(3Bh33sj`eusMh@fnyjR#cTw(XyT^_OSHAD!XUBor{4VzUv??SOS9-l6ecY$qOiH`~vEiE{Rr^FH49k)u-nx{lxpGS-w4 z`C9)1A%gnbf8WPd7VtvTD&C%-6V~~foX-KtcvvvDImzenzPAvZUSAW5S*xbvE$DBU z2E_5L(p<*v%#Hh2OQ+I(j|>>t-(w8+HW}fsLjstl*ZjI})c0UJtEgKBa(~#}c8jjQ zZFP44{^odje;)^K8tu(vr_TA0ebbzp#LCy)zWROndp!Jwvd0PT>USG}<44~8ND!Ft z9m&t-P?2=`h8;8*Zu`k$%3F$oOe*Zagr*H(5HOa{NX z*xcjnOB4aj#q+hAysl;qLh^c&HT)g}Sl_Ll5vyUl>g;LW=NM-hu`KtWSLAahr8f}G znf|uQYXaUua|4t1u0~77x|006S@|u{QBEPYCCN{t`i?OIjk#&tW1a#fmf;JN) zlO8;er`^2)2!e8)JuJ4B!u%ri#ZY09^+gXHHQ$h|%NU1R=LEZSGt@9-_tuE`^o54O z+VwG>83nD-i<43q=%^;Eo%_T4g!ZqZq3S3g z4Xc&bu-!0SYGi$GHmqPERHJFfL&NSWf>+w~Fcg*q_15w}XuKjd&_8TbD&a_Juvto{ zQ@q_jfnK{_R+sRgE_>#gu@}Xe9F%mC7?1O-YXq#en?Uwr?x2| z$)vqcamY}5Im*N>hcGU7f6OqIFdA}6DRF_P5EowM?7OTs1~PQhrQOe^ zIW8qwEUIQ!91|udOiqn$f){QKno1_TMa82Ge7$l% z6VP*;$Z98rLYO2Xb&I5unDct4v$!=D zy8K~`9Xg(o2zi?((Mv>|ZxNUzHs|04V+p=B`j8QQ_^In`V8J9fq+@Pv_3gKc2OXMxZRdF5JwHa|z7TVlouax`jVrF*+hnvsR7 zuUR(>D4iE|l>>57x+hgQF1oxER3V|k&>}1``WhRE&r8TC4aovCgzRZr9}i_w7L#^S zY1S9>Ij=ieazgP@2m@46?mO@3C<`JtB+ilZRMVZhJ0|+McrdVZvCwEb__z*Bcjg`m zIg<-n&Wq;NSwBR%H3O5t&Wkh0b7~2t0~#Kcn@3-UfGG?q2!F%3%yXr4LXDk)wtSk$Tj{Pu<0hBQ@fibU+A>J3D`H_{n4+{zNOtZgo5{>33O zo>_$t2dy#nruo-{RT{5cF5s1M9wB{=pqo>{gJ=fOySCX6j9*>H>Y)!>Q1&Q#au{V} znho$cwa8YXI(eyS2$5(sJ)}$eEC*an(q0NcfXUK(7_@@8TZA{j8uaK!x2-Mq#~XP^ zrt2{6orlExN^)d9JWrgppCCRr?M9#71Ban?NB~#F8d+dw+lvhh!K>dGu=pvgu`RE; zaOV3xwk$d~J?-LJ>3xcO_1jSpzSe;I%a&KJOx=GFgPNHLu4-S+0VIRAci0h3nyfioU}8)P zL67?3QL{l;;2>vC*tK|AdfQdF%Jrm28h^dsths)?l)Zozrh2W44>+YFq<`2wcbMd7 zrhjA<$It#%x63J)E-K}rWYm97SiA{mLm^YZ@wW&XlxWWBB-SfmM5(S`5`R9c7rLM7v;O16sy)cV|EaGb`y7M+#1j|P zbE0iXYyN>=JiRN%<;208mcp|)h0ht6#lOcG*}~TjgQ!YhP3w!*b_mF|OC0!jZETSDTk4kqi{+LPD(}0X5a&uK0+JR5(G_A?n*gP! z)p>9howY+r^AFiW9ow_Ja^Bi)-5uG_Nm$z=MWBcc{c;W0%F^pvD?+yAWRu)^%cdmt z$$7A!?;68!YO{XdX3-a=!g!{Fs8zCeAXm*YM(6p`I)j1!RT%k|xmU+eq420Y?q zGt#wQPVXAj;e`V62F0_Q6_`%7;RgU-W!S|S8QAh__zHs$i9!xC?MYt&Jbn6Y@rNGi zA_(odK!25NmyJ~$bAY`e&HNFeC>zC!1bMaJ8Y>71+9)}?IvJ^4=vq)y7K43#Sy#`Z z#1pq>ScXqZpC2Aj=D5lB>DUjqQ`i<(mq4t6y|$lcu+hj5g+z#6hKF%xC$G7?5saN` zD@g=bwU_en#y2Q+J;?1QkWMxP!jWx;6`vswkc8!Y zF0l^0Sv6E%`YSp?I^D!#T#^@|J93`NH%0kk>u@=r{iWBuzYkWB$MfUBr%6-*W^9Cv z&h}jCbOOzfnw2jwVRCAeZCfJAY#crtw`ORLy0Nlg@_F2(7g6&<*tWE7T4!pYVu-{J zVT&ORb{-{l=n8(O?CD7gkzhn9kI54)6L$qYxbSEcTWBGdj>OMt1O>WdyI{;0R%?51 zqnm#yab#2uJSN!GwE0q9#)4J=VpaAnN(OmYG*L)RgNR^@_sJLX8T`y}B>buo*RcYK zXXO?xEYhk#o(sxSj}5XHz?TT*83>ylP!Pg&tx6)TBQ`Uyo64h@_QpBWV`ZhA`*9%R zr;68uU_wWy?THE+!3aMpMRx>`Z5R`LUg)q1dcyXVPZxLt!JPJF>0YcBbQ+9jNIR1`}=OOH1Z5B&0d=fQG;(+@KE7n6Zq{4oEno zU^wh-WMI?2j8&&xR@s=VZUCU>nu-t6}J4)LWC^3`z2xSyV#dH*l=iY zz5?f3O?2KX9n!KfB2N72WSG?a(V@b!ZF642AzKT$1Dx zJesrw!Cawu7YaG6l%N%xVaYI{Lf}NMmAsAhE_umgXR@q=?8hU&kNH#TYIFirpMuGf zgvXHrR7lZ6Is_nBMN$#~dg4~)v{64U`Lkmxuny}@7-2{xy;f++XKJV1?Zr8Ew-0&- z^@o(KG#U}+ATB{4QgKx)BoeD@fwoQkPH-uh+X*_t)XvJTbxDEe3E8cO7_FVPBtEP& zTU!aK7+O&S5GXbhpjoO`Aadcwt;%#ui2F8dETkL0dw>|C9&CWsmsA7)`ITl5T3Bkh zCp92&0i^T8&OT$)A$Q|LB~CemJI z;NqjbA0U-U7qaz;k3uVapd=V}!3~v298ZxXYr@pP_Ijl!yzH?&crtT-n1kn1nY^K? zxWv>Ng(9B#5Dt`j0+T8g){pa@A6lR8I*h$8$^h)2m}GDx=0aafnN3uhD;kcF3gVk8 zV8{xU^M-5+LDyG8Y#(j}*TF)_lGwP)jHqW91OqEm?sp2L$>dM87-mrbl|p0w{Nf15 zj2ugoNRaY{y~sCpH+laNpA7S(ApR|4YM`!sN*|GkPhjHTD=9gMU`^rY=s6bI6HVN) zZHz%AASN4$F-#nKE7R!h;C%jI8stqOCk?yp>i8k4J29$6bC=I2yRU|WzbS&@qzI;S-zO??s(wl{2V64M5Jz;G$@t2 zjN6R@AkQ)X1Fj(}P`bk(cD8B6YEU8xlq9lLkJM)WIpiuK22p0vNVquUI;$-DLLO|G zH5v|i+SYlPAE|=UD-SUrh2wcbl49$#@qVV)S^nCZ~!)RL) zpLHla$y`-bZ>yMuPgKDNSMp-~%mE&}YM(~d4bi+}>qOT@Z0lu*!aA4aXJZb0HyMT} z;5aFxB%btBPl9R-;~T?wi_#Sm|MOrZo{T*s@r+<$8vNWDopQfO#DSb@)@M++nQEC> zMa(t*%JV_gGD-l3T2dp&!UN1Gb6G}TZrN^^32Q?lrWAc;G`<^XhL|lgHDkps1Dz8p zq0q>BHU{ua9ylv1aDw&K5XUEmSF-i<3VKbfuH8$SrcH$?Ir$-}%7YK7x(^{$&P)~P zT$}Y{O3svKgdk$RCZr{@2nb1*ikC>ZqA2JqRk z>Rh}mQ_Y}HOL_nap?(>>f=K}3mL88{sQO5fF7t||h?t;G*luN%&z^w=Bb$ImRIIAy zC9AzoS`v61VXA71F*QY!D!M`PHWc+UsZOpq`jYICQtl}}fs~_S1=32YvJ!d2)YIr; zj|@=>28JV%n4e@#> zppTUYk8&@@*(o?IIa`iYfZuC-n2xtSL@6aZj--Cpp2_0p7%ZHtYhj$qNrK27gceyA z>mc^I$*06=mXI9DaNmSOZvw*ot!(US0m>;Wq%)p@6PAp)YpEdNTU>coGrI^C`H}`> zGt66}^k~l;)98#@k;xi*)2$!Pl&Bp8}MpZaCV`LywwvoRx9jW-BE^9Q5 zeOt9a{mGzbnDgv_<=!N-V%(E-(KaD7dE#&JMfd21k=E_~%Wjjc%p&Q7=r^Mx4hhn1 zY;=IH;+b9{c##=38#L;Zm@C{7^K#Wg)QpS{A?uZd6MLSs-HgSG6->vc6U^S>wA!x>;_f zOCwK&Gu^bY#Ns81s35D#ZVazSk@%5NZ$Boe`x+G<4BQ*RSz#(;xwDn(OD=v`R~Ic) zrm!p{7>z`3odl*N@Oel#U9?t1b4I#Uqe_mcFak-N>jm`YN`&1%t}xC1`5mV^AFHTS zAOjOLQRi;U^i8o$gu}@FH7nEXXtDxUNIM^ORpB|6#jB8vj-FU^nKV56Mc_$H`O_{L zsz;&!kfUQsNaU4z%Tia_4APsLG6=D+q*u_c+UJbHS(w|{64ZZOp45@Ooh?cqJvlYl z50e0mLO&DPU&F{nVxBV0G~YF9PNbtKh#)2!8#gyWE&cij^GI~*aemK0HMc(yR&Z4l z5)#>8|4@L8T%jQ|c*Wm-P6&5ZUx8xD<#Smsx*?q{DKQhy{bPRi%$@#sA0x@Cq>vZ& z{o@Q$nxv2u@cuEsJ&A?({&5433Q3tNlE3?y7;Wbf4~6{pxiVLRS?Jl9$iMjmdi2QI zp9$CcT7X~v zP{E*BztF^g`*}t)XtZxVZshi{*(6htR+J7#6&w z6g-0NA2+bdOG?F^asQZ^wk4^dCG_^W8Au7%N@EpVEUn}ZLP1i%c}Y?l8qMz?Pf_zc zOvOCVF>(O^JP9%cZa~FBqBZ{hF=EOkg&2YF9~ZDQDq1+8!_W0&3{xN}1*H%Eag2gl z5_=-xBC2J=j^uxMv6*gagk1ow>$lG(b}TM6MVH_y!#~!CHsD;F61b3nA(ziTXLAAP zBS~p^kn@i}_l&A^QOm8b1A@!={SR=T&nS#E*2(=34dm`ax1TPnv zN{|0Rob(EMG;RMqf2CAY^-+`y^DO@L4@9M=k^D$_ir@cmy_*Qc{`WuNKwks(@IPq4 zPKhb+Pw=o9-v9dZh-aRGoilMl|LqS6y#p;UA@RnbpO?=rPoQp>l!8YB|9CndB{?}iItAFtaFtKS8hqduP6gAZ$U{8_? zI;LGdx46e0$L*8UQ0DmUbM;t&^t>!W|Kbk`)%F%d4@Hmv@P~lIAL{%bcE$Y<30`MO z-&zFz$Uj$lF?fNfLYgh+>&GaPjrlEs`=UUmj`UuLmXt}o_n$vr!Eteaylhv0_Xjby z(}-}Q|BPg&fBVA&PoPI1G{ilSe_j=a+Hhen_eKBkzkgo9>rzsd_4RK*#}gnWB=AY8sCc-4Y|w(E$-*v(zC8DjiT{y$+Y;aT z+s7#8tI$q#{P&OX;N9$LfBA8Q5i%AtTw?TN!5kn2LQ*pBZI^))oY>kI_Wb=>54-p5%35ZZn(T`uenxEyWd0wvn<#Q!% zg!KNi;Bf!q4=5xXkrkSyZhsK>l?Gy|q!7{@{;?1m5vfhq1PRs4KMpGM;|U!skSfu8 z{rU$Cy=w?u7W4eqKOoXolI(j>$^7;QJjskZk(^k+|A7!%hW^8W!oU83=v5VANsgM! zAF2SUz$_st6`$SwV@2u@2q|tJ1?azX`Mk9DGvKajBn|KafI7N~uVFK|hw*EQXRl`&}$*%b&me zIHI$Eq;BDtk43|S53cP$?Zq{Rw+HwBF5rj@vr#R2KAg~${$r91k;43?w0e8b{B9$o!#DAN-0=GYU-Dw@dIEslpoXf`{#~rc2Q|->xP&;QbyfT;c}C#brQO$3ZBu(mGwBYTNRq zmWOU9eL!Qfm@tYToJ31_0&8ugyPwWkCQI%_g6wrf7kw{uyuO{CR{@vgSO50E+*Zi;s8NF>ux@d(hop>$c=jL*T=}IL@((8+BI$J+FZ>IX> zV|$d<7O9=uwv@VJ)b)^szUPM2a<4i_DN`+Mkj4(J#t*nq z=%SjaF+2~+%iX}fu-+4WL$$_^y=mIQH!hR=OCjTUM$+1glZ-?S^hICsJT$*DXcOB* zr%UB~oRO>MBnx}rg_n5a|5d8G@rvwd{wO~)0v6KyHn7N>Oa`;ajnvq>b znSc0`Jqg}J-fME0GlG*ViJydCUKvNl>O*^+R{Mcx-oU=0weJk~v`H6k$fvG}_}vrQy@2P`Iw?~VovL|y$N zyl~vFIjYJGjABcCKpAzV%{v5dx4{jR>oQHT*q`hx-Ki%vrUHI1d-ci41^5z^QtG`6 zW$AL8JL{J6NwRj#VjGj8EvEr%UYv2^(_orbPIjwZI#QU-p-kAt3)VV-<@=2}hc6oc zwvz`GCr+-gMfy#)H^z|CXex~3St!dHG5ZsyQP=P6wA~&2zLv-=1ytoPg$XQ3Jyl7L zL@To^#>sps?8DJZD4$l5z4bZ`I6eLIlNb%0#E>QFVuDBy>d{kJAY^tO2$=BVZS4x`X|rYVcx6mXo0q#%+yEEf|yY!jV|aod{tX za{@Wd1-qh;-t0%{b3FIX7{Jy4l!n0i%tJyvvaXkhyk|tjMoL~O!TckD-*NDa=a!z9 z^MucsF}>LYQ%j}_(HJLAY=!uwR4?h&IfefxgS1p8Et7k4Ohy^pHjHsGKeQNu5@0E1 zJhV<;hTcM?DPz(AWxw<{JrKS~DaGoz#8s2qOf%RH=8@P$?C6J?+NutdLf%Wo&qYKM zO5;WD%2Y4-q?i^!j6S!NFPh_I;m{keW?HUTj=D5co=o*JP7puD9-?eUR5;}WVDC0g zAR2ECQ2KQ)a;m=u>(4J*ATy)~GS70#>BHT<>ar2dp2~%>qO6^zml;Fo4+tO2gb61> znqUyP*JEQA`J}!pENq8Nd&M1qNKP+Wvq&235AnJDK|?Q-PAk1QYm%}U^M53o zK2}>nKCOE~ox-5ae}E*?+sbf7m3rYB&x85*mNgprOrE2C9s)J;jwuxzd!EaJp&4=+ zt_-K!k#nZwyvbuD8V#H~#WiRh3J^tuzIGNo=F{hju|CF3hBKxwKUvs6;fL|y+hc&u zfvmCV%IK96ab}#WK8^)mC!(lX1L5G~f$LObMUwjrJiu^AlI}Gz#ggG9Or4fvywXsu z#bUX!OvFN-F4s8sSdJ~IfLDiJ)&VX*U1=I3*$p+W5zFm7l?7CX$TRo4oRxdvgjh-)RJco?x(bK&L+#bFf-0xDjga5M=PCY z%)WpOHPviPRub-nO3hE7i?32Mld!w;oGc1>)w{YAuBytAoYPS?aP%c<_{YW%-daFC z|LMF6Uibpis3qU%hFSIaq>|WT8qNnoCB6Iv_@>t6t~#8cD?2lApb~ z+?iACbn_F_vKa|Lfn9&D#1ywbG@$=8ge);L+&?d1q?eQ{T?aTWMjEF~lRENbUp_ZF zXKw(Mlq>i1|18nkhQ3gT4+?@iUnwtuhyijac!mR4E{G+LVGD!l-n$Dg4a+eOfjm3gNaaf46g7|C#Me1{r@kIBH)$_G(KeE7K`0G`AUp^4#Yk7%qf zbQIyB)EmTw?|4%QI<67$lfCv~{KBDId9hZ^1<&1D-w-rttc4f#J~V|uE{*h$gOJIJ zW7Yz7^akv-zM@&IPBn279<2b2VZRN@*}|#m*{GsgvtGVWR#uZ)?8Q_PAp2xFYXi&^E1=Wbre@JsE~(cKs$2>Y4yo0 zRjjg^FnlU^B+#eizLG(;t0H*B=mRP-YC0;8EZylD^bIi|iq1GtcC-h7id8ddV<_Un zLLI9G7LPaioH!;)^bX?R)IO7f{S`bt3)?NB-Dvz*d4Lfv_E=t+kw4$kLtb*vCB3(9 zhEaE>WJ`6kqHal&K78xBO|f5ajn`0%@?t7%95l)t$oFHWdTq_rIJqNk8!XRtqk#lf z_3mL=0$xu{%RWo;@JO*VO<*H7pVlpB40A`T)9CuA`%AF%sx=-78VX9{M%w&b%2#|I z!x86|j^al`Ui6xIF*ai)yr5dHxMOVFXi+j2#QOTFJ0%jF^mE^Kh|?-h`pzh?s-i7P z52mB8A0Oc>MjiAenw;q335+)EP=9CHI}j-7P%F=97Ym!J?*Z>3S6X9$nxquwgsJy) zXn3FbJq(RSt)EYQ!h4^8Dm5PFytR9{LYJn_ZGo>Gr;}QYYD7y)(k*l(35xycL?xRn zZjIN`9_8F;STVH&1n^$?Vrlm(Ce`OKrCv!~L(@iNR8;b6?3FB1s;GGj!Pf|44TFdpT^L~kUdU$z zK9|Wo;g4aG+E}VQEDS$$Vxd0*8nWfah3xnJFMZIHr?2>th|wUiBDIgR7?^AFJr7SA z7bd}t$@D$&P5{rvi$Py*2yG~Vcu1trXqCcVMMAh;&^1{$1}3Y3UK+GfqjSRNx`qlW zv1KVD;ipOMtd06yC}^J4E4Y!s!;MF4?_t3wIjWx8CRvDZxqTREy4XdSTx|zsef%2! zc3+1B1)sL+Uqhmg@+fO!5GT)L!D2NOKsDA7;Q%NhDTeTLC%#Z z6VXKM0hlV5GNO7HSsOnV_(exYd|7%uqJ8X1hL%EmLa#q7Tm(T6C+F#p^hd3D1 z)Pb&oBx{Vu1YR|@o40uKBZ|!CQlF+~H!z#n+_kR-Qg&Rae$umw-yTi)SSk)*X2(!W zmT_tXWYJqPj9?;_D)BUtXrGzvj?mahvLJ|Pl?nh~Ie`4(t=tu(4uZ5(0QZ*Mf;*%u z9b#d>k>vB$X_4P_Ed7I2){N%(m!TY_np3^mGLdPN?XRildQvr`IbylxRM`0M)|{r; zF)o8yA3BS9sf?;uLBCP4&K!}Gb`Gw?8FLTlk>y>qO2-`!5+G~xDcd-#-|Du zJ+z*%GtN0Jim73>DEgWXz}WSJKU#Zu%Szf!uCO+5gQ;QO0@14VOZVe-W<>qYyIJ$N z=B#?Wq-=cuywxK9uhxO{@};=+?5vVKUL^41>br8mba0u_ci{d!fJ(e<1B>t*5Oi7h zQpa;bMPoI$X8*>Doka-H5zzGR&!`zuAa;-nXE{#d&&yF5WH;tlJYmt)f4JXr%BsTa zpEpkwsJNf^FK+v9|7Gr4vlMzB+p)R>=Cn&;=2VQqY@WC%X1ztJ4*u@%f&XJG3b1aO zT=qmyk*0GlD0y#Y3>75rDyB7;4res1Nw-KTilyr0H7n3UWREs+m~mk#EJ-ttbUQLT z)qa_x2|Y4v`MCrdeJ&XWuVNW1W~n=?`sYqW=532q&pn4rd9z$U()Ks@SE*i$mjc7J zK#kPJe20y2jFvZc)4eOc`2*A9;+NAi+(Fy387Ll}UEJwCIo=F^Yux<5mAss~Nyp3! zGq`Z_=bW7WgT##x8w18-5KTXMrECsKe^$n4r4vQGu}=C{Cbc5bSFj`Jd}U#Zr0avl z0NQxGKloxH$)5wKC;u=J+pnqlL1ZA>e^E?ovS;>K#savFXCY`nCY9P&O~lpvn-s!X z*mmGI^g-Y}5_TIB9tm~Wp=Ie7W~7PFX1H*>-Y%obJ#pI3)U_!vht=?K>c=nA9lsAP zlJqnzpo_#bv7oPtdb<*-_jz;NDW;4(>`y6uQ+3}0}X@sJ1H zYL{cI5vhYWxm_Bjj@~RIjZ20~wrun@&O7Z&y)9UCHPEu$W!v860wdf8(OE0&TkP=X|>~B>L`&<<^qy|VZ7|67Eodmxu_#VYU+tt zbXxWG!Zz8B`PVV#n`+GAb5V{Z#$T-&@HpJ>Gem@v(CeD&%^>Q_had-au4Y3o3M`D@ z^+ft+dlqW|;tvTztFjRAwJuk=b0rn_@sh2N)aRu>0_n%-@Q^KO1|&Lf#1Ya=&aixE zykGWmj2&$?Bk#v4fkDvo^+GnS?n)Oy;aNv=ir{{w{$zgvu{Z5Mxg+xe?@1%8SJWGaDiJ$*6orFx25$F=>54>6saR$%o4ybdOZR zBq7L8#Y&<(w92LgKxtiP&(@@?fjwNCN{9FsRS(P<6Urf37d(>un9v@nsxYm;6l}2P z$X!|KheeWKs6&++>|HWu$y5DzNl<`60XEc-;v>Bn%kTt1cEU23DXM zc276tI_V3f#rJ?^`SE*6z|NyL&~$x^bJ8%qTUhPpD@uA&%L^ZKM(lE{#oS0Mp^%fZ zFo>g((Gg!q)mC3(Td2wsDe{!OgQTxY@R(NWJf>l^c$UPmC2%&S&9cNczcS=eD5U3M zwz9Nt2(eI1?~^<*^$K2M&bwjl)GsoolC z^K{cZ#G~`m2}YZz{-PKuRExog^QwewmAb;qA1V|iT;AqYf68acB4K%b;#kS}V6P11 zBG%yA2srt(dn&`r2u_q0q&mw6I43b^(ej1Ln*mYfaYvFBCrQ#bjVf|fYO-SiE$Ryd zxDiPe!m?9&9ipY;DPNJ@Oj!p9>TI9Lk`*C`rVhi?0f0rJeHX2!5Mz1w-9r3yMFU+3 zgSWWM!159wl?;@Ka@c0Xn+fO+Qk93d!@MZ(SNDht)y-uh@GESb_<@{dzJZQ!?WPQCa92OZ(9to-vtoiGOlh9U)>&M*Q6Z8ZyQ2n16xSgpwZ; z2~w3$Ru!{Sa>mt3n2Z@x85o1ES9hKeJdXfX^%PMB1sA1lh%6z zBXv#s^5$Q`#*c@Ay;dO?FLYmLsM9yw4MLjqWpwO~!0g;7i|_3GT&$pws(M)bRu%n( zGOcG$nU+`~vXur|i=EQVoSf1|e0Om>5;Y}({_;4-5dByK# zm+%3jE_PT(&zB}H-#g+Ni-qUaA%K=g7fEUhM3g*J1frP%1I)fx&0J=VBr(wp!9KGJ zlr@!nuRN$MJ%me(o>_sD0H4V-curtvsZoO>@|P2F)zQEc3B7ms!wFu1ss~|E*pwF5 z193Q?yM4kvn6iiZ5J^uu`u>{F7PC_uGG;K#cG@wU{H-6U3yhXx7uC?P|))HaOK3!V{;z8ea@#p zlEs<7c)3!+sgYxoD{X&jT(q;;hYaQ_ejF8MObrLT=7mQ0-dN!RycQx}j14J!{2^;j zX#?2(TZ!MO2=vT-rzPtXUZ3VkK;%e8GeSCdR~1WFN>IMsd6l4;p6#jWb;!#w20RPt zhZ60{NoTU+z;v}lct*Rx&~woo8%X(a0(AbIC}9oo$;@9LNr$2H=$Db1s}(Y znQgp>$AxXcSDpoX6ST)`CQOf z`j{axi8nsptL@e~;q(||cG(LY+u49jW8%G}yA8G_BI;U5}_zn`1gVaVNEi1@kVYZEXGEoZ&)eez2sj|vv{7N<*p$8aWq z5fh)zv zK7I%Z{){%oNIJgUi++Pzx+5y=Zk*e{G`3Y_Zx)ErpoE=MXR~9u1uO1}gsNeokj~^sm_iig1$^~`sq#b($8}Iqui-&o z;`-!|V9?vjMfCZlY+wicE#Sf!fQG7XXlJ>&qt1zmE<)M5*7IqshRN`1f=>oDo9^2fr{?n(!3WUul-YiloGjVhAK?eliJSC~j6H%v zKX5Tc?F3ksI+H}l^ zWckhgjNhJvcX9;#Z^J=7zRNuy_bz_C`#5|%?7ZB=w97W~NQ;~b>qtBT^Q}>PSbgVK z*u>P#kyx+U&;efc1_fV{N}3#BNuP9$BuKq)$^u4tof@zwg188%%>qsPqxk?~f2i|mMG9slYpI;=Bqw`z}S@0Bey9!Aysj1N&a@ z0misvroGA#q5R5@Y0#Qwswmx~M13d3U>fubl+7A!zJLx>1X*O5wCGb%hRWQHna+%1 z&VsqRl0s$miegEV-6KA(^3O5uyjnREEdxfTvjDp?G#we4rMDdgeNmEhguR5BT3`UI zjFU-Fnumpmq6Hgb7%bTK@}b><0Q*_DBYSEN=H(}EXcD+Ru6G4G#zgYHjKLsE7}*S$ zmVTaCgLoGz?rbpaw>%_P25_0=o#lbCm6s-vKwg^IoB3Y^)=GOL%ao0-TriBmudKSk zt0C_iyrGLpNoreT739mXi%wu>xNRv)O*Vs~jpU<|ZcR;vufeHO>Fl~PKfi8_R{md! zOWZ2?l1o&<&@??<3Q|xXv*BuxGj>m#^v)TP(h}^cA`y;OQ<6(Muv@AB&;XlaT2BYi zAH-F)gEOj=FIKIdjG-WaHLqaKfGgHye5Pe?AYEek#c7!#FLc26{$|bc?oe)tt5pq|%4^b1LjUyo;=0ZLs&7$qp6Vq_v|Y5GM|nC(f1W2@ ztI=R!#EPSw3-xLaCI%j5rDW;$yrA(~3^PS^gQgc?@Gp(r%)w-4dO`%21!*J%r?zmc z7CfY^5&%o9|0DTN3Y#3sN!n?!Kj^u(I)aQrj5O&5(y^n^dWdV1(k~fUjfK8Y^&?s_ zW}_tC`Cpi06gLg&T4902b~?;^W&cppp@2jH)(>?2dT%VYu-NNZ6tO6%Hu^r;k9%iP zh)j%@wZxL&`y36WL`Y9dad1-{-6RY^6BMRi)-k6lsI;y@XC2Vk8gSMtzsS5}o#8{* zsK$Qs{CHn~K|{Fa`1qH7@Umu5>@tY7Y52fGc@!tR*(Y8gx*?96dhFYk!D zTOAYoi~mEUe=u!0p(V(bw^r|Yl3_BZR^VMt0LWz|Vp~2PVdTE{53K-2K)S!hP8-xk7S&ObCMO|=%Rt&8_H1PB z<{!_C_#*7wj2z?-UlvW+6$MRex6dW~S_DIxoL_`~fPSn3w~En_9)4WZ%3uGWW}b_6 zsUn{9@_EflAAo+!24DR8d|4q5*w*iM1sao)niWdoHi0u3-;RmcNwF;6XFLPueA`CQ zhH+XocL~SX?0}ujq>x#p#c;;odz%|rW%b*WZI3tsTFi%ZhePel*hU}m1W01y1r5ZW z=((boVqz4Sc6tbJCXs20DEQ@Xe=gRv(knc&()E=ik$y-hf_F#YdCtC5oSq5-cJO3 zJ%PA{`=-ov7FOkiBg&!=AQahkI0Q1wf8D z6v0CTO_&V;HB6ZoqcRY){^eCX9S6L-RWU*Bi-WgF6&56Y&KYTHNctz&BE$bs{X$s0 z4-gOIQw3p!kiqN3dq%p@A(+jS21RkkL|XC)`g(YyNVML>yc-WcQ#CL&Na1CNgTo_3 z_ZC}A2}u;JgL;vKbE!ry8O3$|;sZxBvVUM)z+sx00p=?y8RkKW02pX|!+@y4Zsx#f z3$iXSlT1{yKuV)LRt`#*29t8HQQPa1Ulb_b%X*Blw*ialF(!Ttmkk1cRrfbDF&9;A0-{!#B6f~{t}HA!`= za1JI0M>NoNAtv|N_Xa5NZn1%;PFb_OGQm{GEN+k_Ho&+4$2iDnL~aa5I<+;7Dpaw~ z%m7eHxVpxX(Pm>8A83zpP$WP`M|pKn!dJ>?HZi=lR$2f*KN8_?5rd{h;sxLV#n-Bh z2K`>s3Yg`YNLUyxjr0|$@99v@Bl$j3mbC?GMXh5S~ zFayROx-BUdKh{0iK`4+U!gV8jeVTl}LQ-RNITrOneJ$Me)XFN{yD~=>E_oLOEuY1o zcb0@)CVKu7hGqCmQGi{1|1H9`usl>eO;Iv>Aa_lP0tS2<`MnK|m$no8x7)eA6;+5G&~LS(E?^nSdm@`u@upo51LK={-9v!(CbG zf%`zLDaG_90+dju0(2|W3oa3HWvmK(cq$ek@|QFXHF9Es{yZKIL!rl>A9qjQal zM%kMmZ+urT>k{&{?7zUOA=T>hiqI>?m$?d?8NnfGs<0uwhu2Np_h7pd6Gq`~7zflq z)~OwHhPG_Uxb9E&)+%M(GH#mB%pumVUj?&Tvxl0}R-tlvNz8XrSHwTXzW?MzNEKXB zQysGA!2_6nUe(L)0$IngyL?_mWsLlfacGXej{V1nrWX=Xrj|!U=B}($C+fwYc&e7y z@=GLH7_e#S%I%xT)B9Vc?F|ys^uR3-)Yw}HeoP;AEay>}7K43`tU-GiL?$a$FGw0M zf3I)XX6f}hzW7}3-eh)1@MqNK;u|cd&0LSVzr3~mPG6`jcAQ8;+^GPkDK|uVF5Z9K z`D%G(Q43}cq`{MKu)Awm{p9Tr4*6w#b#ka-YgZNi5S;0VuALe2jHEfa_24h_vgj_9 zW;KdF*!v>3w$9?71xrWgOnm?l)_`!0y*t)l+}748D!?!@EupZ9wdMe{;p(0lI4QkR zP7}RBUi>IdHJt2xBq3@RSrya%lgm!E|NLAg5}NvWO%aWRkz{|-h-6GinPm9(moxaP z;-n(sPs{3?$|Rn+$j`mxnBNvVS@x~o4Q{?P*rKPx^Qr3nSqYLwVCVq6n~Z^^ z5Ez(ZYtW3WVd5Zq~q7aI*iKQ#grO;)0x}Z;|Nb+Zpr*RRRX`YQl z-SmL!LCg=0(69(d=`(a4tyRxVcgJBFGaZ~%G(x82JU%1OjEGSa%FJ@F?Y`5!DpaKE znG<0AEXQ#?#r=Q_#I^)I)*DjzkaSFolzh1^$@PgLBqnijpK`)##j zlZ|ivu){{717IQSaOY`sC%V5(!EH;D1+1TE!l}INk=LTnSGLDYCH{aMRwA8y729mG zD5DAXyyo4()81Eh#RPF^=UROH=(atIPC9%Kwg_TwzU<*NcE)*x?R6iW=+iPU>75am zk@pHBu7T@p^BjDuRbG;Q-h&mu^5d2j(kjjqUGj4(?V?!dvN`tkTq=sAd5j4MMWIW^k@CSUlE@L|6uggH%^TgUR#+N{^6Kb2pj(gZ4%gQt< z9a@28Y|M0TeGze;I8td;&VhFMnE_T0)p4fIVl(LV*dPB7YZ9hUi=hc}PW(~pb@PT8 zlcdCX08G@q&m0#8JnNm=$kRzTycq7mMptKshiF)wHkM<8oaXow(nOQO%%XkexYG1l zpc&maZT;iq7FX`Dg4S9S{xqZ0>sPZpGAfMStg|QkFBqS_T>2XRd2cWjG69Z&l`v^Q)ImYUJ+nsC<9dE znwprUkC{$R9sJ(3%Gs-m#2mty*k3|(Cs74U_Q&Z*`d6#Uae2w1W40DI_rge<5VBZi zGT6*9)!e(ajMK(wHtYyXLEPT0EzWsr#kF=jM0!c8ZHWZO7V~`fdcH)Yd?`Yu8_^CM&UlOIUPJkvA;K8Mw#O#l{Cs^@soNhmHJAQZc zVG}|fg+DZRwPU85~ophUF1JACL;gOipS`!b~Ntd zs@{KJ-*}9!_{xi~ym)C&BW#UIVo?DGBYkQB-r1aSum^9(+P3-PQL{9ynx{ft#al){uzsH>`DmhWB3+RSkpjldhE4}Hym zTU9m4grj?>I}6EfD_Tx0{d}>%L*%ZNQdtjLT^&1HvxmsZJiS*w$NG}QDM))D{MRPt(^d}AKL&)6 z&0vTGU#4;uy8ju?ucSl2RpMf{CquaRi0w5*IY2pdCkEm#`0OgcBoNz=b1$+bYqb9$ z@ff2nE$Xd>y_Z)HnePD2G8Zm3E-G-Ynw)s`)lm<9%e-}}qnQ~e<Ci#8bIUZt)>QyQP6+8zkUA|h;8lGyoOV7oUY5zvj6hn8LYa3Hh63no{Q<&8 zhRZ+7jy#GU6uTDxP-&}KfPo+TFK#z|{!xbsbO0lXJeLX2nzSVop0yq2$6+Kg3qPYnR@g3)04T*vf67}<+;E<5 z$q@G;Kg`Z45iga4@q``M$@1=0d6O#;T?Ldl2;NJ^XE4Z1#E1s$KlI2Stg%5^h0%-5 zq8H)bln`s3;6Cb127IP)^MHGtQU9POPviM?2-qia&M@ zoB`at1oX_PXrKYr`P<*m9fqHGVBnMmIqCOGC*73e`{PKVgF zyT_ecA6ZB*)kh~hXSAq5KpMKXnZ%)HeTEe@sXvjR=2i)|>ho;Z*y8A&uP%}x%}pPC zBnmPby&Jbu#NZ?b2xl}aoK3}W?i8N15b7`*il*k#k`*}(WUIzjOai`1+Jbj^m87Z- zK!vG+4I{XQYd}Tvxjx<-^SU$LP@+^d0&|T-`~JDW^&LgjD@v(L5Vk>MfRXF51QL={ z4k}DlFE>aPHG4(pvgsqwuxHdhhBEJIH_(xypBOaD@?UDtq9 zfh>5%@djMj=5$SnUP7cgAX%hT*Q1e;AYDe56(j4aA}gbY_`QT4ZoFQ>Y?Fevg4TcE zE6p%<4t2pbr9&srVbjF$Kh>S(2yu)!f=rQJx(IKN^HoMkA@R93`AWziEM@_|@AMCZ zm_n@X1N|`Nfmgu~T*C}vD6AbJ3v}3)dUKs*iugq0qm<{CQC5bVn7A?=+Wiw^Cu{hAh!f8+rbRI{ID7J!n{Gj^oK%BRw|1oxoo0#%x>o&31oe4o zb)}ymb;B)2boV#7S$J6A6;-HN9-{ZGXEp|y)CIKrbx&)Sk8Gob$R15C4}_{Kk%yx&YVpupB!Y}BNNPy-EhAtf;Tj#r&6JZ z{6&>s{4XM`*FxaK>SIo=yz!Q$T29UJx-|{@N&jPEa2qiUhjwehvkC+7VOoXZx_{EH z2V+~Z1~j7^Co6v>o-v8YS@5OZOHZ~{z6Qoyy~@gRXJJjZ(KJbr=A_*nr$&7)4M?r+ zZhFz=mnnAd#9`RuZhr?v)-aA9zI?rSgMK2%w&mer5mIGSrR4+NQ zg{+B>*yknjVa%1(sV_$M`5J(;$`~&6SSv8(xy@FrI;XOFKG!orcITOlUhHk=0Bm{v z1)&zC20<6ma-v2zW;y*%zz2Ct{@G z<%Bg%?n=@NN!YKZ_lg!AQW9(0oF6Vh*VQeq|xW2ezD{|;?c;=b+zZWY3Qm2GW)_n){Lf`f%aNyjW2a?u%d^5Fe>08&qKbzI-+4{cOwmXV=YcngW5xL&?{_YZYRn^S{&#z); z+9opq)?h^tNdQ%ex9RI8!$orsIfISfYIy6d2FBK@zhlG{l`jwb!VyfXF{`p20d%HX zFP*T+xeg)R5QxyATOy`NQ)V$!=ujY% znOjq_qJElK9LP8E!?i}Xi`nFdyz$5MC-e|zk0EIyZPqnPN)$?_+ljQCUiYt#=k0n^ zj;`FXFKnOH!7oVdFgYKHjX$arbYFC5>ZU0QEMET%RuGIwh9D=pLf*K^BR5$etEW(4 z3YT>hBGrJ~vYrqY+pXnJCw~1QoEO|><-3mcXf|Fv<5$=YUPe=rQ zUM@8ZP^tB=>hCaw;Ylke;(PRB3@8o54kE8jM=aNdX-lMA7@j$c0b)>Z2^dklfHs+| z<#0S%K~nAy{R|v_RuaR)$7(=!KNo)#9QaWD!7&Sw}`gFWDt*l zRc6V*SGbbY52){h<6d!R-Tx^1Ct%Z&4G`kJe!(})96o3DsxZ77zEDtCp539*Ma^Q> znOP3GT63y&?P5NWI2ED2HkI>OF0cQc(3qkk;p*OF6EYD-dIz6E*)330etP5kyE)uH z{q+rmN7YN>9d9p%$Rs4EHIC=~PT}S~^lY>(?p}ETbm*+r84alG>&LW>Hg<#XDV|X* zN-qVEn19pn0rAYCQiNsL2n`BF8{kb%9B)WZ-=!#Ivi$(LYSp8SI9*xiVOGz=IuHAJ zuIe|yao^}}S>W=`nHVJ&LZL|LDM(^%%3zI>rqWXb1%-r+QIiuB5UaBnh^7T4@ghGB;H|YiEj%RXNTp`Mhu78V_BuVDx2-PCn)>gu; zUhS7hB#Mr&U}5hffy?CAfwANg%Et|&JQ+!KTlBNAgudude2w}6I)x@l&LhhsQJawA z(x~rsIZ}wq%ib|hT(IGVRf+J?t{kzfawHrzU7)sD#V^RLI z0ghR7mkZ3mhs0rK6u>%y1UFIU@|=cN-K5U6LSG|gSKUrI;pY<0al^_bSfzRIF!it4 zZb_Y9)05$NQrXTcPcZl(ZwfN}CFiqPrsm&zQQp5b`4RVf8(Y4;)PC5-?)1*RSOSZV zVz&q0x*}QWeRoBA{j<85t@K`tF5=p~Uc;|EFOw8W6MrsuZRn+*uLlZBNM%gllFZt0kwK3(N#2G zSNZpvxgFm$F1sMg+o30Okg5jPE#-B)*1s>>FCk6asUGG*yVUA-GLTBswdfaVzvGFV zugh6UW00k@)_$rqaMWADdf+}v^P^pd1FqVgNZq8I!HCG0fnH};>mbd~Q^iZ#y>!s# zS6^LESSS{G{8xM*hSN(D8EoO1;^&%+ln`<1IHcHMI*G+*>2MtA2T|?fiU46^WYaSC zSxehZ8F2*4k5%Zqbv)uJh{>i?IEM%3?edML3uXrStYh(GxNNL#w&ab~AR#XM((GXtWg>b%MHFzp)Sk=OT-I z6=T6tiBnjIMcw8AbS`u+$kxl!ESE@8HvK97z%4LXLM@7`V2{bKO3b^poTJXuVIvnE zg-?lo(Vcd~Ady;$Gw++S^*#%s$q4|P8*dPn0LwIn^QBTD)m`5L%&a4hU6ZRt(D&<5 z!DWzrF~Vd|Myj3;AIGgQGGDLBEfk(&xx}5#N?hY=)xqlUT=On!AYH!)f4rr{HbS#ClW4T=EBS=9#v z5}Ki(EfkyQi?eq7b!gDG#uMfDUM{jgP$3w422U=tD9fJGJiJpnyi>aM6PyfFJOM{g z68KU{PYW-g2UmbxTuk9^vZp>LvAtiJuqTU7h8r(EQ?xW5#>fkp_0GX^SjDjd;k#N0 z9%?YW;9m$*RA9-ZOrT&#qpce%1NJJ+Phs+{@m|WMnsEc;vU4 z&$#8mnYvSZUR=(bsT+e2a^_=qI=Gt{(5^05228#(72$SN-na`nsI#zfImD2_l=lK( z!{NdUf3ru-eWdvoQZv5t`huts-&?m$SKLsakJkr>#)EQ4RPXmz6Tf2TE2S^eU*2l5 z>18&8_LqlQh;On*{v1u;8}80=59Uvqn{A+vf`(x6HL6k`rY*CfU~Y!@njcX?A(WLP5{XfsL{?mG>2 z6c`D#iNA6BbH{B44&r{P>c*iX&Y6YP$3ttkq>I%RJAV{F^JaUYgMB)kOeE344>0T= z6$m6rN=(y~O}u~)*XLy>k#glg+U z7qr!pi~*A+&|LW0_y|)(;@DETRBQ<{CWfFK$0{0A4AXpWK|=s`_UBidJZy^3EodkY zms@M-@E%~BWz#&6MQ^@TT7Z|Z_!wia%yqsVIn6s{0A%XrHhuv`$}_aQfhJgm{pQV} z`)$w`t#I(zZ${v+W^iA!kHvZ+_z<&S1VyH4&MGb`za?L-p&c5y-7d=$($qUu0WJY+?@nCs}7c!oW;PW_Tc>0k&dcrsi;&Mr1tVHC z+>{|+PwtbhxBm4)ZMxT%GfcQv$2c)DgabYwp zvdL7IP?x)+4#sVi@9UemSEgL-65fKnNN(HhR5H_{#N#++@T2n!44IE@JOYw>20>Mc z?PuPi3wsN&>Ua|3>oqac96(n_-&kBuYH_MLFE9nHPm7%4IClRg3{2;|FU$+?^bA7o zB)|NFosw2Xb?T0au0NdPS6nQrk~@Kgh}Z3xWuFK=)Jbqu)PP;25+|DUzgmRBFf?SL z(;{TeVEw))6oSx2QdoWluU|q7fMuhr2xfEnCEiUJtA(&j7_0RqTouNetqOqKGdQWx z`7wD*G`G!7G4TL-U>9 zWD_GDktK`amP?!oK^3I^c(w(ceoHQ=qD8`?TV1D@&MzM`FFvMYPL5Bn_?znjBvSW_ zCel0*8K>$)Usv@pOJsdaH+lN$2ZSk`63cc{gF*=05awjU9CT z-O=uJY)~{4mjxoq78W%rm%-_`U-yCTtIgAx%wu2uIF5Hc3|DPxP|Tlm=&BtCxW3Wo zTGw{ebUp$u5q#m?9*X*F?vCQ+ap<1vb$Y4NbythHlppS!N$32bzY)RtOq3;df=lG@ z7kOP=gI^r?crI#mjC??rLWXdwYNg}6slt1R&nF3d;hVT*&=wYGk>Ov{3nIb|G6D-9 zQo#6PvE^t8n4^1jPU!q&KQ!E`o2+jTb*lSoSO5N|>k=P zm7{}KE0i5zB-*Mve!f?aD4EGeN6`x(cOmhyxo6dmTk$RG z!-yd|Hy>=FyAgg0_hCS!g}uZ>NHO!o^DH-lDjQlNOAQZDbaAQYrJ*XftH@|fOJ!1{ zXSroWXXn1XxQ-kRQRW~H;gsyx!W#SrZC`zN@;$8b&}fKGi^!OTt_q9zdqW$NIpzj= zts?fX)zdf9q9^gI%p~WXFn+cDF3KSvP4#10Ui>m`4>FB|fuPzG)Rj^KMmC87+4e|( zK8$bqa@eZ;VxCMV1_)YB7SqH|2?FGV6~0}3`rCkB9%Vz_#eREzGO6qHlp z=`Z}NHZ+*>EoeNydqc8B&K?94blPly4_DdoG7JTgkZG}l2yjHem~fni!%2$x4Inl0 zfrjjWy6`K$S(t!fk-!$f@$?cppL7GmRgw4+hCt#d5ns)6UR%yupDHk@yrk|9(3^^K z{No!G;rBN@Hx&>k7|oEE25X>d(vLAXL^mkQm*^KC^p3~gvX zm{J@-Wmkrx9>LY5$aD`_V68;hJH->As;MX7bSRwO0?(U#E)spb;IllCHND=3uqZ|M z4SJ3cw<3R&T~zr;rTs3HjJ(Gn2JMx37|nNh2uc4^KNtG9esY#_IIqR~+id1!Z5;4L zpki8W_7vl4QV0SCUWsCcwxEGz7Y9JZYt{Z=4yRppdD#5n)?D@Dv4ElMrPSybpZ_6RzPNq`_R)|JqZI=Iz8h$6yVcWwH=`=QGiG_i6vm;S7PX%A=#8d3*ClE zEBJtX5Cl>AqK<4ASDreX)52qKhfR`@6`m1Ds@qN!BvLl*KP0L|-SHUs}qM3w8gNTYr)?HIz2NBS{XvE_3?#Y_rkuR$?f7&F#?A@d##(myy zz>jyT(xuLb=;~W=24E>(Jfn)zEF8^V9jkQ(f`lQ1zmP()fs4>M)&Qca0BN8QNRF@T z;At`UNTsB^H_)5o`Pp0mX=bpfYCO*pt70}Wt8u|sUjqTNVykd?4;4J--Y)hz7@l~*v@>apR`@3-b0$>-e`1DU+HQHJj|SY?dgJ?^6-ebc12F3 z#T@;QRk;wgWd#rAj%TqLC1_?)RZ)h1Ikbnn_hj^@XhY$ zYOEP5G!tp$NzD1@fWH$V*BBLA+^=go1gq3%YE>CJZVs@<%eWX63-1R7OoQww2IzNJ zFezmoVi2rAOjIDolv^yR0;h)fZ3xXR0-Dh8M9e0=Az)%R4bBerT);>vXA0b8N!DUzV&Q$Ey z#;hwRn-U5%R?h`^BQa&4GruJ9p{}xxx;&Vd2oc1s_Ts4ax~qRTg`z4$)WkDQE+(=0 ztHisQ*Z)#3VC?g%0Di~DF9cC$<`AqjB?ihqS;rAq!qR*=WPvRln2By#h(e zZrbANi~>)!WHE0**!grX&+t}${o1ts+y+Ou!W(8&C8Yr(b%f)_p?p7(OB=ZtNZ_dF zu2WU8_f9#XtV?B8ce(68?^|tOQ$UA4D$Gf#K((G-QVzcbhcQCh&@rMgwJKa? z;Nf3tL}3fN)MM}0lMzqvDYiKCi;5)%xpXu_E_E}@g;fuz2l>*GxTB)aDl>*2_f`o= z`~0veDQH0Etun*<$w3Bg5t$=<^3sRipCJ3AJnz+k$!hCt*e>95QooXz;U3Pfk4azGEk_FIVDEeM4B|^}TM);K20# zoQ@2FHh~wxC{**&J11ET2C!I4ltMCF9H-l;koj0Q3uIL9Ex?T##ab^*{Qc!1CZpJF z5S+8r`H@+AZB^krMp#>nj|F`|K?xhru?X;nQBUTdBq?_^56)Y5hv;C(MQeWqLc7tX zWdW$XmaWEP6mqXmtGP`H48M{`IXeQgP{|#IP;_LeUJAX~Q@yyS@xD=r3-)bCz-`Fw zX!NpuIP}BjR1k+rE%octOC8WI9HM~9Fl89@3vbCzM%MRE9O*1Y;CJEk%QB)^eDB!8@FEyQi>mvE z-dYe|Jnj(Z;P$w%X-=6(Wac{oVmiBvAIh z2vS*{#Pd{$7XmiNV${FnapoF~vk2cXB57&Ua|U7Bz@N2#DftVw8qTrHqteJVC^@KX z{VKF^`1Dl#hNA|Fa~KOD3ne-42#(PIRh4`}#qw#jp?%qJa}#?3Vq4&A4Ig{Kh}e9*OT!Xdko1 zLtLxau5Ynk5ssJazV`*teLA>_OU;3S1kn8tFF&5)L*A{O6_t-vpOWgRHB?nbw9ZaQ zA@(OD(M!x&@Vx2GceJ(l)8XexTr4+=+OCka+eVk7Q`F)_PI%@DcGI0a8jurvlDL`r zI9>Aklo*vAS5SeYV0c4=-R_1rL~>v&bp@vjtt1H!MI(GqU94VvFaccyj-V4lbvL(z z;(FMm5#QAUV(nn>W#!0LiM~=G0va!1vqe@V%+lZ+(H)M4u-{iB! za(%rZ&cLyZaq(AGX`~zFjYT7!x-p<+xo#y!$Fi5#m&huKtbg4Hd6kbv1p)3Y3gtBX#6)oo^-PyR3faGUr-2zTNbVf!(aCI*zKRvE1jk<2W1<9a;) z`}Mk&!dEL&j_8>tlHFx(q)o`qYZIL~xRk&RpZZlSbz0np`svM8b=*NjCu#rus6#zc z1*}-4N9i)F6)`9{-)a`W2veNph7f#1Vjal{v`hK3~wstl7;XiB3kEl}9P6?IrDo98XQe%-flu>b`nmvhh4o3=W9 zO~ro3x+y59K%%I9Bw%L+a8@5xM%ef<4hNtdF;Xp+O8B;pdB zvz2lmEGkw-G`$S99Bk0Z9Ao$o!fy$qMOP#6#^;kixbDFH@I}TZ08%ZCHH;VgWIDM(TcK91EZjHEn5Zvt{YB2bYGXqKBL%5eK@YI^T2dpJH zZsv;A3UAt8wy{8J^zvSp_>)ui8+wWm0M*ARXkg|ZAj{7pb&sd=pG4UuHp;^LQGaVc zrc>W%%P%9e7&j_wVtI?doxqGE)cg8}NvAAfR2|WIWu$V?d~MnxZKPO=n6{TJh_3vX zvwDBUFv1MduZ*UfEiKbLvHZNu5hTenT;s>p0ArRv%u3!|(%A9s*5V+BH9Jwy2v*JX za$Ow_l%WAPGc?ngZMo{EOS=OOQ3RAN|rv9 z{Ayj_k26-T!&kFPvNCSIvXkqNqD;hqv$)*4c6|ekg9gxC9`8Q=k6`^nvfJ`qg^i(U z`7qs$ExgaU$&(WbDh1@jk1X=1z_&ixH#&ub(Pp=}cl0bOTec7TD7T}N>K@YA6xk;- z|E@TL4Rw+M<1GoBDz`hU%7A|??CU|#!j1sSLOLSw165^2L}qd%0+fWM0DvK><>O># zO1QepzO=vwiu*ESP7!#H7=Jnj9IunY5w5wfIdM-YV!J_#0PQxGqbeK_h<~84G|RB% z4a8v41V!NsA;inGFo%!<5pkMbRnmLut^5PobdHqZB6yIej4LTwirY|eB|}A<6d5{V zYeG>6%F07mo-!83;mJrRX)0L9tRXCJ`~Dk-4tG>>5%7qLp)?H-qW$!Zz&%QrZT(Gl z`~1Xb4b@B8gW4mfuFJil{o)B)6Z=q}euWrZvz48=@aBjZEypEfb@cfLl?i?AlFwXD zh$f{S!G4Uuq}|b$;q~t7(VaAXMJT8P7SIf-mylxmR^|aV1V{eWw_u?AOJ$|5DpvaGSIIG(NS8$nWhLHT``PTKyOp#aq*F?VI>?|Hh(PFhOX*PjqBvND z*uIq7QpU=D_>LT2TIek<7hcO|PDdK(BBIG(D4CBGOg&9Su9fYqO+=1OI$Ia0(ewy8c+ zdI8+yp~^7r2Y~-tRTnRgJddbw+iXZ-K8l3c(!Lm@7LXJaIaAGEyh=_ z%+b(IHj8>TMU2m&h~UaIOwIY>cH7C%Q*Y7;t!p2s4Q$X$4<8Cd*Q;DGgbJv)^gCi_0m(S>T11K*j$|wIEqtj-wagiUQS5ykl9J2aLu`ar? zNK>-zEdyNa-twqKbc`iHax}dAI~5JAXMBkk>E5s>pNTYfeiiAzdBtGFf;Tur=;*Rw z(f{yW%Q&mV7UfA?f@`X_Lj#KtF02k;Q_6Rsj0hR&moCW0kjB9~Mjoglm2MpaG_%Ji zuhlVDJ=C|fO5sm%9>AeOor(uS(L}eD8u|b>uf&d-Z3`6VpY!msZ@~$W znQbc>EO8;Yb&J5~ARprxXA0UyudA~fBxCJdp<`j%Vk=8b7w?Z1=aTW*io@F8hmLle zh@$%XxvJoeUl)p(EHG|4;bq<=%B(3M&{?E#85ua;z?xwhlh|G1iIqDGv^OXpCBG>w z&WGrrX(r)`UJvF6`1|vgf*mWdtH9R0ln*TjSj_?&i?N%-LwUX}rlo5zKQOGWO1@r{ z*RbUraI&lIW=ifX;w1OA!Saezm|4gD_0>J`mU5qNioD$Ft1KGZYdEX#o_`j0ZQQ;s zdq*tp?D0dqtykf#at3-av7DD(!c9DXME$Pc^9@jo>a~``%q{Et3Sc}c*dCQ zWWz))?5xXt+cMf;uI?yP0_4UpZdm2D#7eGS4{}_!RX3JLDC+mJgN(m&%THmZ3Cpe^ zu`8Ha#BCyWtca@-@Qo(ps8|ptncQusF5-?4!@UYuH5S{#>J2I@`C@~WP{5bv4GV%{ z%&Q_YSW#CNm};nU#gmi|??(iP9U|>5AE1!S$b3UGVBD?|g(Jl*QB}xov9jE#c}4%W z&8p|x_8|)pBPj}eiSf~BOGe6)n!PGF`2)uG&gOIq9w>A~C@5atF`3`^n zDQqzX;LRqvMY4xb*>F`+981|WYStlLuEHzoK|jW(s3?+><^Axb2Or<%;f~r@d{r3K zWOrTOn~IwiNQHv8OQF+aqv?{S9)4-Tb-GgEgVY{M{Hkt35esQUq>9lLnR)QUCY5zH zb`*$zfH-)@6zlf~wGbx5g-ihfq5BNN9TSmS+7|uro9-o6wY3gvu8Qv) zT6M+x*MC5F3j63%TvVWq)g>1Ft&8mP<0Xu$;|`zj3k^_D=<*9Xk4w6v`H6kn9WpA3 z&g|D0x)X97eF1Q<36I zp;S+W3;*l}mgN;UyJua^Tj3_(S`HWIE%E;FWCh<1wQyF!tLUL$;uL{!N``|u3CxQL#ke8@8u_WPlJ zhUHR8i2lts7=|wiDI`fLpYzY%70=bPq6GH_!kx_PA9mp(q=>=uZ~~fJJ*!<|q#czI zc7?pd6=Jy8ACV*rSfqcX1&8zLIpn$^iop)w`Jw}3Lswi|$j_4L!uF#S&zHx{=#qNr z&eD!diN{ycImxh@sQS=xL>K|nOr?^P+=zq(KH(f5#Hj{`*t@GS0urY;?lm)h>1;i# zko%^f2`reD?rZ))wIFNJ{dlCVKpOY3+wX@!+&D=s1WYPA%VTGo-lHq!I*hqA9?pdq~0^ z`!bnEp*Ky>V;^1-Oj>}nqQ`9kR@j+CYzXoI zy7++Gv$4MWL^}>y8EXaN>xTx zFsLPQs~c~&@c-eF6Ns_?T=G2Ov5Zyanaj#6kKIr)`hozQ@}lwL_2PGNxiSVJZ(cAs z5KgYEOF7PSO%HiuIqXfnjiCpq`i4Gq zD`Yo?6<~zb6i8yk^GxvIhy?=s47Ym`AqY}!W^C(A8V3gN*W>USTmVVU9O$q!G#>>M z05d?$za?sN_%_UXg(#72m`I8NIkEdTmAsf;{?!uffl6oh`f=B@uOQ+Cn?*E=y%T5< zE*I}=dFM^N5Z10W0vDUumjNXp3EO4kMHSkRk(M(&4a+^4Rpk)MiXh&ziU40#bf zBVjp!q2kTNx+f`46_y&<)~#;L`0%%|+aowZHSnkM#_zCGf>r)nIB>Lw3Mp2K@>>{z zhAgnz%(fnYcQxTLyB1#x9ova%;vrIiVPkA@=p4i%OpF5aYHliAq)bhWVn3=X08upH zdp8D0CC<-F(A?Vxm(KV{3s(hgBh2wK5h2rNl^0tV242D9>FO~2tm^TqTaDCNm_d@d z(ZZFXLUk5t9N*^^}GfH2P`uLK0|i+~)@1rxe3wgY*jB#zJaj^u zt@BP9j9Sassf4U58YVgs5p9ygsQq6Gx$t^{Oj+K9lh)*7E<0Sc2(X0vUWLaY=x=2< z#!ozVZevu(Pfa{lLp0f=AwH>P1{0a;k}E6lrj=yv+|noo4_+VA7;o8_GI7@mI2Q_X z<22^SPH7pj5)~QYPsn06^>>n&|&mhXFuEzB2yI=UCHkxV)rQhh?n zbPDKLV3_J6;MxlW`icc^i%9jRBfwE0Tn_6uh#^@yvUDIpl(b^*InYDJj1-v!?b)y@ zDfRZ;dGQPjW@hB1)mc~8cz7e_24D+E6qF{DjA0SG#gi@8Pm!o%Y*mi8$@$y86h}fX z@|`vdwAc#EA^6=}P*yMAK8sI{_+%18qFC&%?eyi*zhwp)-trhwc%aq02^R#CNnsJF zI|=6Whn673bm+b`eqn>2he5ADRu464uc3>w#xFCun&w$T7(py@F-W8B1 zzsdAsZ`2wb(hs1xEE5yjTlq>OoBx&BzLLDvEfD^PG5rAyTi+oc-Wt`GNEZbDX zWTPj(Ntsw=-l3Z*0|9)HlJciG&V{lPIcMLcqR_G-6_6GMa4(ljZNeb_zZzuvk;AF? zO2R#`NNseZe(W#*g@2$sR3W*!trF2_?xOhO_YS=LY7dtpQbq0OkH`(br8;9KP&Ol* zDxPEnc5)bmQ}pez=>8+w|14#1p(+G()V&cPc)p}l$$cM6@^xzC@C{kmUYaMfsgHGQ zw6}Z3g0cL$SSSqTTkB_@L&pi#uD6N2X{)dJdGCd-&Obl~2HO*4xbk{gx#)lFGKV4& zpYE^|6b$I#7z!w71w@L$Dk@IObPj1tS^KY?rk2g3iY!~uHf_3`dJ>8B@M0qn2^tGQ z<9JU>B7ttfJ}3j+?oSuZW6>zbA_ICL-;mSK54j{UJTk=Cz$9djpC#q+?rynKs$jns z&lwF(3b9-j%^+U%@EbIUGD2=*+3$~NX^F!II%IW2_gM%a!jNYrWO3}ep!SVQ@}2jk zpB`b_Q_|P-`+yK(&>@QS+D>!w5pS#x;V4h0D)Xl4*dbDv7&>ih6$qF(<9=>}V6PoK z&dFj-P7l{%!_A|i#k(GiM9xPf46KL&TU|h`x?4#c)iIlDV>yGQ3H{BQE zjXroj%>?uQv(9R~SfKy2xl zNyS;*zayRsM0`lL#Uh~Jy`#bx4LAI$(9{KRaFJ8gQ8F&^``|2;lz(PBRwRLLxj2&q z%97j;&-b5cMPWux@WPjrXM;smd3xnO z(T+MSnqU`gxf}{wl~3>E)(w0+RR#Cq*}l&fno5x`FT7+`ue>ET6U~aCEP&?weBC?KQ>4>b9Ltz!~^hhyuThsNl8aO-SK1=qeEr zy_WsW8F6X1h=U5uH*VnXs)D_*T|jEbc2z00L_@AO^GY7?i+AkOkU{aP?>2tz` zzMd<5>$V=5`r9pAR-p8zqg;7v`&J`F+(unRO21|KLJegfk3WJp-u$95$_I!7n;G1b z0cB3H4dwjj6wgrVvB=+785A8jTLv!Ab}DjcH66YDXM0AYYhoMK>BDckVt9NRy21Ls z!e~?u4Mvj%uFO$hwTaXjU`k72T$=i_lCw5Zq>B!wA4y|ws$UToy4jXI=q2^VlB8$I z77O=MJYiUUx`%-D#O2=|0T#U;#jE4)dH3T zVHvCj0`>b;-EImuTN!M37Yy0|YS1srfw`_fGW_G8)p@QxqRvk1e^-y6-k{tBChI?{ z3#Kl>7ct!Vx$?6+a}-ToBw(=ru6C$A4F-<`R3Fh~49b62rvSxiky#=s;~&)v zWA{TeIq>VB)hPgS+8HmX-_F%1MT^cITNy`1R(|$|Nde-JOx{U!Wh9p~@j4^|4eDIE z6SFfUg1h}(Ic0VbL(~Pf??0;h)i}!URiAdEa|7lbuHKEX>>jIUGFL-VxsP*YCI*Kj zbKvQ@a-sMLND4!N>&njEP1x|&g7*b0(Ybo169^JP0RE546d46c<-_V9l?g-FbMyHS zKUZcV+q5tX;tx4hZp2vwNoAtDb7hY*2|m6)j=0fWJzLH!aTFs)oMZR@QJK)`ArUS} zUD+dVIEJVGQN%LG%ALM;H+CHnWuYq9dnK-hAJVLZ)~l)v*dq&RjSC3TfxHti7$xnVlMU<82b1fTmYC$qH?WDRgAelSq6p#q=Rb4rml|C_zv*BkY zrkOr9$d-)56ygvm;(&itHx~y@zwt+NMgF4!!r-EE)>dtrv8p@*^7{+hWqC7?R1WP*=7HfEC#H zmEYx$rh3&4VDl?9iy#qk4gadl_u}bwV;85&nJz4l6h@f(S7q8YQ}enp{^L}+kZ}!? z!bD=a@-RN-xS}8#eCO1a&#-n$kkZJ?r7aAkuN0RC2Bkh%ZWJK{N#W~=u58v`bK%Er z0ABsVn#KR60q4`Xw?`0c|FZ$}fSJha$2ZaqEbY82QrFJkNLQW!^dH1!`AAR_Hvw50 zz=D<1Eg=z*gSs+o=y#1%5R#kWug;a73^DAYNHeY6$v>)BGSESym=^z0otX|TPPX!W zO;(=Ic0FkdLNYmCQ&)zY&X763j{^`3W54Ojma6~!;nW~Qi;zrnvH>{XCuuy82sU_K zxmvoN;8!*1KAvd0`VCto-Q^&;nNwF+ws_W>$y9(}F2m)|)fF$xBdR>Gr|O=`M^~wx zPbOyUKO3lAzP9R9NB?TTG=RTk!Pt>*Fu~J7Y&nojW|!5K+oRq#QWPL*iiA&9wy=F8 z^p5hEkPpEvnGR`2Adf}}I7!@06MkmEsoZElPITD{RqII?m6qqc;Eisd8fd+<8ESEn8Pd8qXjbBqSoiM^^>~&+IhWL2kqffv#*( z6wC#UIAdXkmX(njI!MuY(J%h@A1gbwN!V(BkQ@KCy5fgdn_H#IUVLb9`w|7-Qk)V2_1o;Qc;vu$e7&l~joFFZZ z6EsZL;+}l0Z22PJwStH|<4 zZp!R!8C_A0ovOpZI4Q3gk|f-b|Eit^`z&@fMm;-JhrUzT1P%mW){b;#gB~U|5E8+h ztSejYW#QBQue{7p->{ug1T7?)9b~$)<-j>n(dUa@_n(zA_g||QIyoUxpt{G(odP`! zNuQ5dUD@&3$>8xw3cGR7l{2jvNL2o>tPFIYL5K~IB!SW)E6@A6;}ZKaB$M4HhsvWq z+cNL!#Y$*RsLBO90vY8XDZIpW<(UA!8n-b>CYyY9Wn?}!jza9oO5$NAD;rRca`0RR zBFt)q!G&ykT2hc$5&tk%9U$n zIeP=wJoc#S$}@w9oo4+bne1cJm3uNcXx=a%QD=kEzpAH{1+L^+_2Uk!8z2X+(C>t# z2nz`q{wT-_62akisEjyY)?{H$;WQOp*?=B8dAlL8B97xw)sa(flqO*>Hh-ybm#WI; z(JS~W0ZtJ{kJpta5^>0=2+8E((3KIS&Ebd^z9{kwWo63=?&PtAB#CH)Q*~$p?6&|f zJ*y46ao zz4B0fUdW20dx>3xcpI0MYdye90wj`8ePDl9I`tuG91x@{-yHxc{1qTVS@cDos)HJb z!crmGP&NOdI^h2j$FL%Vm9xMOl^;#6vtQdFI{sGj{(t}P|JVQb|MUOstgDx*V~M{O zxFw8arn`&u$pPOz1US(p9v`h@*Zm;1?We&KRO6%iP`wsWv;KvSv4kEi5r6A9`fT?& zgz)QDSi*UUU$m@@@lnBh`y0S1f7SiD62E;+{$=CCTD^z041SmeaKx{DHSwStm7V|3>6^C%3t9!lS;%p8aEs>a&Y^**`d= z?<5f4)glLJTHo?pf5V60PyNLK`OOzOIWO@G>aCXMO;g|-aQMD!RkKR(0$&EVSL#T0 z@oDC$kF&6ef%Vv29)VjuEOHy|r>Qsd)0;Z}z-jENQ*JtDYZE<)&ya?Ev8uL?EPruP z6D&_LVxHwFb{_Gp@;9aD`vYoW;Z?+=x_l|QALb9i!IHWSk9Gnv6E`r*h@YT~_rJtW zAbwNF-HMKlB-ZShaurqeoiaasC4o~_al~5Ye|-0*2Gk5&^pVv}FI8Yx|p0@m&T|qsj6(!+{vbwX1=3 z&@-`QIx+u2l$*}c`&sc#%3epz*Dc&I-ekUTD>ALfAE z&x%xx9m0kc7%^oxTmvs$@p%^NP~4Ed;XLmSE{35bseO#0^sR3W_U=Kc%z5g~=W22+ z33mJ4g~jc$W~oHXp$0oL97;695y zNfVz8Rb7#`i7vi=Q<_LuT9g~r=w#|j;k0D$+>|%%b9>eLab3VQFChi;C=}KCCjrn0+`7Yvt$kA?s`9W}p#E`s2Y~GNbdHyRuSXOO@u3 zA#4ucG~@SNkam+HPTPe$#_MDVqfk%cmvv$Ov#2au{$fi|rZ-P`h^tYo(1jSo_7+wO zEOH^fIEF5K&mpX?>0m_qAdn#kC&1vj9yck z>XU%shk?rJf7`bJ>>!&L_{*^lRnkgE`9CFe*1RO8=P|8+ni-p?pH!3D&0SR9-xp&d z@>TxN^S^Jqz5^`EZ+i~07qk5zU=P!~m}zdt-@?VSZ=-BT}jJZ?py2bGs*Jf!I5bjg;WdkFrSe^JW ztGQ(XP5&Z;#hR`6x0OvFFX}WsOg?F9c=Zx7qVsOS{6fDNobN-r3iPvVghtr;0CVKJ zNIPhPFJgxfM(FDytM^As;m(n0k~zNsqRv63?NRbOqf#M+#>C}s@hmRP@rQRNK0+9; zcN~6W)tzMZb{%eK@zNzJu>t?lZ?SF7Dz~`w_bbL(0Sl`7N&Q;lu!&Tp7*z3FpJTX$ z+wls8xef*Q+y&nm@aWZ@LYfTMyKt`fKdPT_vL$9XSB9~pQT#9@2Q)dZjKQizNC-*g zAW*9Ox6y@t?o%ieRjIM|TJeM^OBE!Vkb4)@II)&I?kdPKc7&Jjn3fXUw;@6+?v4_OI%iHZ5{-r&zf z3NW{^C;sw!YJzZ80gC{>2i4UNzFPhahQYSkZNXS{WCC{e;;fRtaJD~RV}dA_;TMc{ zT*=Y3$us{liTQnV!iBxdf)4+_%nLyN{W?FW@$hr;_Fiy*C(Lcxyw+1xVI2uUp`5=D z|NaOI>b}IsDc9U73*Toz=s6;v6S|k??!y*eX(TTo-5$75-XiFdb9I#x-xH=UNvcG50}uf)n*~JFghZ6Sd0}$J;H%&oRHE=i(Kutdj8H7yl(hFqXcn zfBQimMaB8S3A1IE85n+J%Ilspc}&HSwpl`5}*2&Gj# z-ayblt3luMt{rqeJW}X-BmI=d@Wr1=Ufj=l(OUU8*i4W+){K0#QFqbr#hF%`JZg<4 zs%5dW7`?SBvD7@>#*QidAW(|wBHKn*f8j#j+TlrmH3`o#J|nk?hLV1*5`Kd=bt5|^ zg0{L3gQ82Eh(N`M8#Pru4~{PKw^l%1xvYga zFfJhGlofywU!dtm&3;W8YErGZhiF9E;Sk@q9h=)n@C$kj4F5VIH;(#XUfnaStP-9_ zcRCg2e(dip5i6q{8l`+}ggfZfxXClNQtoRhC!YKOthsJ}y4iyqhb-zT#%q^`o|9fO zu8WH<{y-Ha13+i=}o^`d71?oq!C!oPv_`T#UbV3e6Xc zsBWlQcEQV zG44ewZDrbaPbR3Ej59gh`)h9^ISCbe2wC&$&v`Bj@Wif8AH2H4f5idEVoRaAm^Brm z<%te@HMRvX+5}Gk2H6Y3rckz=_mRAd!u82%>YX+xsu#V<#~{!^zL)c|s;4Al6R?uF z3zWBs*c`+&oJDf|NM59(FK2hu!(s<4x4=@Aue)ZT?9BO5)r-~gj&a3+rtO0wE`R!k zF2YE+Bxq0T81lQ#xrv0MrZ9JXUas>nnXcL7L!7`|+GOpV^`gP^$>t?ZsIK4m-VY&b zjFTKsvg%l3-u{(gHoU*_yN>D-e-A@&eiosk;oEk;8NkmYs&|7!nM$>B&T}h@zND9) zI)0~mpL)wbw(BZQ+g298?#rtkw=ic$x7ha@hsEVpym1Xm)cWEz40-i05ygHqNx1>$ z3cK><3G9V;?Y87!eWh$Mb!5K&MziS!Z4jRM7FEU-ynx$7YTx>E6^x){=9gzamH32R zAiV!xH2M0lTcw-!!n!-WIhw&^*`r;}UoNV;ro^pei@5Ru5$Q$hBuO;x-q+1G5aVg{ z+}{|ku;gI@{HPek^~gfW3va6)AI0a!U5-b}UnOF}+;L&}HhEX2F^*Ldr-bY%Z35oV zPoCE%=8Yp*R>1yuDmn*myzcyHg15_7kqDm=WI*yr_ql!uwWXK3M&Ui;PXrLEp%I=&YpJE^_vw2lZtB*@^n!+lqZT z6wpahf4Tkf!u6Jf&sPoN!b(2FVJ113f98$ZWtKd6L3>#x!Q;Fipxj6LrE=P@%MQf4 zO77U(wI3ftEb_JA;QLFAD|Y>o?`Y+Gc;!(K18i7HvdKLUKQi6*@FU-kMeF9B6S1WC z(;$!cSJGL~PosR*Uw7XF&rm$PNqDvUH<%p1rC!Z<%1UllU!tkUL))l;R$`m58_5!% ztws9mlZ6PWScQZyAf{ehCE_BT#OC0>3SDB6YpP^{C{K0RI<|6jQ^4zm+X`u1&0#@_E^2yI>S5o8F?>; zn00fX2qsx7#GrfLOYs~-YEtuXh0qBw+z+@~jaA;M6i9Q)!%HX@pH!l92yb-NsP2S)B z8|CIe{(ks*2%*EeSMe;E&3X=Dj@DbMh~)1| z9+@SvLJI*qE^&|Z44!@wk%uJmL!e%1>SgYO@A^lG8X_Nd{9@?8C{H)qtIEk=<|}PK zA3b}~8+q&eCtWl>irwLxh-$V=l~0`SPu)QS-|2^C$0)i;o6KjGUIohYyAaX3U@_8JZ|jM$BrZi2lRVxq7z=X>LChOg5(P7xyUbHLrpd=4vCRPcnG zCdUjtk4SwsgN0Qfyjd>i`_aGjX7>mMR~%;NH=Sxt^Ri)0$OOJ7d35z=U0_G;9gkWh zi`l9mEjJHVU$CaL(q3>;i0}daYwPVxCg_N5t_2oPz48Kzg@WM)bOt?g0dS7A0HsV} zZ&y9j>xEW}AF2 zHr%!LW5GNWK%FXwP-!a&&wf6AWAy-=LKEr%O#GkJ&sS+^U0D}F|2yM!h9s-%KcsPO zro6;#Hz6+$NY;i&iuw4DpSO@Tk779b8?|i|vch}!-`5)JZ3(M^K>*s{E zv0p5XfqMgr2%oe&<(`V6O@7;`z{DTD{pfL_5-5d-wgVO!?`U>$@ z>Js_WalDvElCht??z^7rf*A@=%(0V+~fz_czC{ z3q3}!%@qbFRf7`2uDCo=Rg>_8a8*ZolD6aTfhv zJH-L2<$b%a?oi*^I^xjfx4Rl=@^9>-C3^p)5I^zT8=?ZVzg!Gg$ocm(MOZ}P{JeK7 z2~+C#VPf`t`OTV`+7ziNf* z*tDXp;d=L=uT!s${F}dD>;K)}K^otJ-6YdUTx0**PTJACJ4J2lJ}sg49&o`=h49Sv z3Y41Ge{EvPbt-ue-?;U(zfQ}zO0M@M;`!0urJusAZ12jaq?_ML`Sz86TX!saryZT- zOH1XbBX<=S_PMMOo1&caX}m?;>iQLlV2~^jFS6~KFkggV9$R7g78|oaCM&-gc(!hK zURma`BU@n#5*8 zooaTs+Y3sxVsvd7@==iJ5?SFtcuc)F2x`D;L9Y92)u%K2*$ZZ&3oiWA6l{Zv|Dv;r zfF8|Fc=4kohqcA*mkQ%}Mg;LU?-NtltRV5aknYzyLSB2- z0I0vuPU5O?xc=BpD~m0|Q*A|ov!)2WI`?rX@#}6DDn_=DjVvywy&RtJXHepO(Rbf3 zAo*W9Zi=z49+{we^86K9V%i-;S*)m1(ZUr~YY~pC{kH!Lifvl*{5dX>S=BfuvswJ3 z$-_@DT@VG~#IbvF;t)X370O9`zvZS+Du%yUxYfmx4wuCs(h=hMhu$ED;`mJfML~C- zefPyl-0$PRad&oUy;MZDUv(*e1CcfP;!`zS2Ki(g9^5gqz`>fPOtwa3VGlYHpp9AgaqEEtnGPXQ=-&{_4LTPy+#WxXJH-=dH zCSl-M4<`M6H3+w`OZhBu*;22+YttO*MK-|5Yp-kR%7=wg?_tgiDfmzS3ySx%9iVd&>zo;&lzjlzVs& zjMpqAGFo(Pix$mdVVVlFqB&BRgusA}D-CSX77m&cz>-F<_Kj9Q?F> zcODghc95^9hP;TfdlzfLOYZM9Olt_DA#r!~y@$C;t}~u4qSm+{Qx?UqH7lwWM5oG> zzc#<45c;V}bW`3hLML&{Uc#w{%{lYf#^Hfv!Pa#>N~E}yJR4zc!Ym5+suj?g(xtpU z)3w%^MPUd9WpL8AX$*v)h!e4W_)yj$SU!S^>oORcy;9>P_uYV_w*|T`!}dMfu5rDx zc-;WM2B}98trv4kL#-b%F2{mk1_k$6k^&)&LQ)1FX2q%58I=OEDuIdb>)raIO4Sx) zVw59*hz4N+UW(YqtNMqG{XFvAZt-9QQqkaJ7krPzPl=;D{!RAa+Xevhii&)LYq^o` z1W}t5cG-+pm#<0o2@1y-B4)o)h?CvU?n9)un9t4fC&XvLNVc0bSIE?8BJ{X1H917G z|7NHKgMY6F1SJmYLW=d5x?+j*+66wn;A-AukQsJ`T2w6Jl81GL$SetuQt_?m%Q_b` zuPw}O`CBb?ehm-pRhfR2dGM6D=-QVOV=kFATE=f*xC-N;3Y=!!1Oxl$-tF#H5ang9 z9}cUQ@^rr|F>EqZKEML^MT2T{ISvFQHPaS`S!3Idj%U^}=;3)8TdacG&MQVXT-={& zR;1bTIc%(i3$ktk%ViBrF21cj>rHiq=&D-8{R{T!s_>O-c?-VB`qcGdikAh5ptJ%4 z+eupxUP7M|DEXn?`jh&y!jRl6wx9Qt)qI^2Bc_b{OpXvf%mj zeX(E1biy*dAiQSXWZBWgfvKW8!q)5^#Rptkp7$eKoGI60Di8IOi^DHgQf!@~uKg&^ zttiQ<7UOcfT}%`C`JIV&{RI16O){nU@&fTiQYXVC=v276{mw+&jtycGIobG~l>o}| zd$?~K*~AwQD0fwXpQj<;1xr71dbA&(oGz4#<*-#mw@l=0LLoia4rM?YP*1 z)Z286C|7$f;t6Cyo2P=qFGg6REU?@zU2=L~4|SKI!REtq+VSs~v$MWQ$C|f+QS@^y z_mpwvGBGrW#i&d16uQZJO67nq3m5VNGK1kUB^urR{vcxe>~<(Z#)^Z+`{o^ddn;X@ zfq(L9B0(ptB!taaxVCIkcR|<(-1yZc+;W<4XW;}Kzc&kZ2t+8$7byAn9QLq#iLhkr zHV&++-`c)0jtKIgrd7b!ECJEx@EN35I64WQ`;CV4*v(2`!~-|^%I6{I@kZ?Ka8dhe z`>|iK?tI~8{1GwB9_~mzd8nhfh~HBU!(Dc5X~@hXDA2JrVn>eAAtKD07@f5HAjiXe z$000~Hgx|UALHSZ(IVc}iyA%#6pRo@+?F_+0qy#jlo7V90uG_al=GsPd$3TPRDZ?< zWsMjx*W}+Eke21|Nc(k}R$$2+MGynIq z+gE^|sB#Ps{haAK4j!6t8=p)GqXYtd!1^Ge6_*z`GH~2=R_g$S9 z_^$=I42OIv&)JYoEHgvRY0s$=E3G#DjQm?_IovDf@e`N({7rr%Kv59AsL5vsv6$Hw z(q{6`Xu!pCF zkeytS`>=&CAxCt zz#1(bIAx)m(`mDE?(7w0ibZ@}UX9aO@H^K!4Ez-^1 z7bia?eNZxwu57B4AJlOLjipybyU9Nq+?1UJ$<_n@Lv;ruW1m;C1D$-8r|Q`v{Mc6u zk%Kl9SetI($Ox2Im>d`(v8Rk1y!7&)vE1zNJ+W{DQRmnL1$FpMNYK_`%3PU$zv-Eo zU;8o-eF50znx9lZJ_g<^N# zlDOiM>yx3miqd96&{lnh(* zI=9Jh8&>=z!1!g4IRIvRfeLQ55~<%+y`ek>B7M9LmkZ71@~+}`2~*)s>7t&ud8-i~ zmN`gg$9=mvLNq>4kU(<73vzrJuTCiY#sHZA5PZZMZ$bWIpDvN%!>aQI$tJF1IkDh$ z1zEo8Qxp_tlW1UTvc$OWUs_g(jeKfOg{OzQvcPr%^gq87;yP4EQ0x@3oo+QV-LAxM znO8x)F(dHk;t)n0B8h`&%U@n~j-c=&5#hP*p>Z$WI$I3jOG_Sq_SiZe2X#p0&v{+M z6Ff0o^n{y{i1}HBIh0pq$*?YuyU+YHhD_!&PP(kn2jKv{rij8b#cmgcy2ANSVk1=yeKf{6T z`S+P@qsV+#!Hb{8E4H3W+ZGWt0{A5u-b*lvhw|Qy^;w zfq_~y!{zk;NKmbud22a3m2p4o>l6xOx4loiPi)^)xNnzqEXvyf6qD@op-K6d58`4+qo)+5gWu`n}g91GFphVdScI+DvoW)oEg@ZV(A4 z>s#h#=UH@@L;XBeefYHG>*Lb=Qjy0I+C{uw8i&KVQB{qc?OGu70z3Z_0MS6YVNjUf z|1dwTGhI`F;Q|)XT#K9MnS-c`jLdZccG2cX8cmC#0!$|Y6d0}zNgXF-*}cMWw}U~< z>#L_+({@YR2Caa>xi8KZE$mSsA!FWj%qe1A}&k%bm%gc`}GWzzXEbv`h{D!s} z4Ji+0iP@6rq<;K0`zlfA%Z%>g)sf)lw&bcjcqrhMw1lxZMEDE}a=>v0#d@pr#W`cW zB@1>_gMvwfT5c|KRez!BC}4DOlXd4fB$pj38d5!~aDMuFNrxx`^(Ei5j zvOMjyCvFcsso}5dI=XtzbuA2mQ2eYQhSy~!w$vcgYPyD7vR?L*S_Srz>lm-x6c zW=KWS>%fPs-Z(0xxKuf2k}PqU+fxZsi}*1rm-T)zm702NlO6a`WPUkpr#h2o)+Gxt zTO@fo8sqWk&tkq^^&meyd=Di(eSvkencu-RMNi3fd|6U;iK`Oor{vg1%6WWiOeH1*Tc1Tuejfo@(hemHJ(v&o%OQP5lk6X#kL5YE{H?DvvqWx_6_lkM z`;JE;s8O0RzeSAz_E{k|hf2F?SHx!2m?INON}Zz;kUOUs(ZJqPg_p>(_J|kdUjeWdod#w*vdS448?M4vek6 zisP~Q>$0}yQFT%7^d2IhWDN)Fu0FCP$3ok0#D}tYA;T}ZnEnW;6)d*TVDd1>##CZN z7p`7}j$kDWboB!>{*LJNf)C4EnQAlryk!m5;l1UpGyRZ}!;X6>NT;VeU15obM{|w` zl^oO$J#ElxaaXmZ5&nf&)4%+x^B})ZkFNFbyZhlwEqYUiL9poQOFY~WjtF_yB0Yv7$KbE_Z81^{*iKgENVrHPTjr`YqgG8F{kUS4%oPqV29|V=aqL zkhg)CX;2(Qii6N@=Y?&RwpZ$o?BZS$+fV%2v>zkZ!{q_5`FR2dOF^qF7mtP^v6{_} zewa5AcWpb}l_l8-j_ERwNdRE3a8#y^$t!m7AMS4~IX3cpmKZ*#*3fOzx#%jVqWpV_ zP;k}Ld-r>71@TsOFS*{Nq+(!LbFz^sTk0|C^q6dycaf)VSI!|mfK3`RnMJq%*mTVyI5}y# zd6zZ`srre+`RemeIAyE3U>I>B|8jhIw(R7ecr=$)6udTzMVv2(&M_-eRWIdrK-V%d z(sF_XijA|^Q3K0gl20fl%bpxtQG{4tRX;hs1#(+aCB~W;S!#h$#8r{4>T@uuCJT)iftWF~Y&QD+M~tW=F};pT&2%Hdz61g`-5A320E;7&>Lp7BU5+>WoA1d+3S3Dv-o z1Scb>8S>~xSr0$2=T*d;PC7MOgT)UrRtYNzcT%H_R^CwC^xDyqECJ~7(Z?nClBNq_ zNz*N!9dQ+Kn%lTUG@8$#CW07Dy%7bjjx-grW#T#vl-pamAE)=xzuL}~#P8%&w6WG|S8Nfcf|QB#b+=%jl^yUbU!P7y``gEpe8Rqk%BZA!m#En9w@nP=vUnv0 z=;?S5vZSpNeR;0r_FR2QREc&fF^jf^o(dC~6{w}7TzdA68%Hg;aYewAIYp+@ES(&W zz9e7;%||QfXDz&oHd)kmdAv*85bBqL8(M6!Fsce;tN%RZQeLcPvdBEtiY~d%LxKC> zMTvXOnULMT6obmGQ<@w2?L<9$(Ts`fUfX11e5uQ;Bs_c`8mz}>afTHG{F!PXH_vm> zT%L=yB~cN=eKwjt_5&u%wPiG!CPD)ZLrb`3jp2^muRm(pxWZm)NP#o2BK&?t!JjGq zvOES0#ZcnEX&JRCK!gzfsE~t$D9cBiRYpDf#}yea1YM6%{t;`&L-a6oKW@hFdG$W| z`+%u`*N@3DbpMjs21{Pj-Mlo7VNYuM=id59^&cB9P0ysLO8+8mj!A z|1OMnTJcR!xV%BSqJcnRbQNDMoKWR~Z$$)gyNV?u3SA@QNG#X2RXn<%HnK$bwaD9~ zW3lQIHxy=N==azURn#nmFRMI%7sp??tMegPSBZ4h$R_Pna@oSl>Z~;*ZjPt3bEjvH zY4f95oQ(!$#2r}>tjoXE?{iUi{3@TpFgClv?F`vE_pffsl+l>x(+!u3|XP~ zzUgsd1T0fa&NBP{BFd#0h<=qR&258{@!)YTY$vw|s zg&DDQbhcEZwV@zDu$$B-JXrH(8~kjmS2EZ_r4e1^fT)i`qFf@~vq3}*`uGFvLAsBw zyqIq{z)2$HZAgSc!)f|r&lX@P@W{Z3S}AA1!x71(hQPGinCc{411M7^ z&I^`hBV;1dGJX86qeTAr4c)`C-b=PN2|Ov?}2m z*V_Hlzd7vXPyoWXHN2cyFYdbrji%<^c3Fgm1A2$<5AYT!iH_I0r&3chZe5UyZM|B%WgEnU?_jG5k#H ziR_E%eR$9`?H4K^F&6nHw;B9)ab)47xA3o z{htDH=DJ)S_ceUjG1Vqj4+RF0F?lNFXYMTd7r84}S>K#^V=$bNPlO?{a39@$3`Owt zToH!in1te{;XGituoCqf1(<<@fh;sU4^a18R%2p1YdtbPA^5=jWNbMV)&DKdD$ z0_aQkgqVjzNxS7Ue2%CBe5iZ!;>TN=JWh2e%U%$%avxpc?vnVd{<*U}+@B%2vqG!x z^-%DvCEXVe06jp$zX{m{XZWokS1h9C&dR|5>=&ybKIG|3out-)5K|Fnee07Hze99{ zqkYLE>G`d@0-)c0@tg(`$F0srXij~>5k+9x+e-rEoVkBxi*oA%OcLD!KH#ikI?C_@ zf_Ce=0jw}hp#|N;<@^K?Q^CL-?*ur08%Mn(c}Tob1(Df|$n%bRD6V&gE~v2D4KE5M zA$WHf5F_`5^>ye8Rt$mcYEQ60ojAQg56L7G#z3XO+3b~6B#zPc5<5}_{bb?g5-l)tUJ#er%<`o=K0@aW=Sow{OLlp@S~Vqhc%&${ zc}P;kij>Az-bW8|ailz`Z$VJbn(7A*FxiiN-zN4SImM+Eu>Y~Zx=3xUSfpd_$!*lY;Rx9y z-O_$;^rC1nOprtRTVb{w(t&<^LHxY+*wei!d??IkE0aTH;07Bfp6p%AqwWBx@B5BoD4em3&a(-jGe%uzG;NbBz@};qf<#TS|S<~ zLY)X+AW;47z1@)Q>BN_o1m`Kybb~S&oWeGs+qc7uZZTahi1Z zmhvxYWBXA#8f(f31ME?aau$%fzSv>Z%c^nj<)v;BzP+Y?IeYcUDShywbm90_2^X<(|`Sb-ISMPO-g{d+Y zcHHl6KmL@q-RE(%7S1?DsN{`5F6Na)wZdkq(mT=(H@W!f(5R-uAVHAoWULEh)J#4T z)6YpBfAlI4!vVLnUTM`!n!q-{>d{f0cwrF`T56JVTyM9hFplro&c*memJg9zv_nCyhXS~c zWDq5e!=Yj*{e@)=Bl?m$!s`}Pd&*F$(zr_Lf=Bfq64%n4U2@a35;?^1pz0D_^O?HP zHehq-i5BHh;*M9z>^3*=|@!`+bk4ygf8V+Iz^?2yHQ2%C$P?F zJjaH6i(H2WiY>p?^HN3abT~3}K^X_=CX1WZC5A1nk)WP^s3eUvdbt%sP2nu(5K8VT zwbS9|0CkOUyHV?rTqTSf#r6DkKBz8Hd^2M6=nzF zWi@I>Db{4^qiQ{mk(|v6! z&(inoso*?G&E?T+msj<8)=yD=q+L6Sw}kvlk^Y>dCjO4WwJNJ!NWBX-A(Qj2BEp| zd~J7l)SUXCu5vR9C>HNS6bbZGVMVT9Kvq*^lgNVm(A5vFj8fWmK7&+)67Luu$$sEC zOif-wA6=u%Ysa&Lc11vBZd92}fDNt<8DO7v0WKwNNJY8Z4ODlmy?q&WC@>n(WsnZ6iOR|M%95#Y>06&~hiCA(7 ztWuPcz~@(?mcQ%J30HuS2rOSyByYip-bLz89mc4{0|Lhl8vqRX?U1#EC=oVx8I+-Y z-T0aEt8sISDKdFXUN~V5VwK)k>kgFWg5z(loexvkLgZ}~8m}N5NN%^57ECMB3&eO7 zqfrpI!y9a(|mWv~K$UxwL3TS`!JNy~E48;bva&P^_s*`{m-#sYO1v1=7k z$;%JLjq-Ug^E?@z&5j~RAg@4hRp8flf|Rq81A@|un&kq!46>NDJcC+H!gh!JpqqKq zY(=9wNB6?6BT$f+{hc(~b{{)2#nd>~9bq4ktrVJv?JC3>q^`8g*RT zh)J7jdNVw@K%1kUf?K+pQKBtFC{fo$OEV_$QxhH59(*3sqlE&Au zaH#G6DLGs-fXu4MZ%|MrBPG&x)uEoWH2_#h?%QR##E5Y4q$_U3hJv3i(a|+e#;cd} zJ8bE;dCGw@+!cDZ#WOv<@dkaZ_`E2tFKMwT(VLK!=$}zfU+*a?lsxSB<|82OVR1S% zxSDR)J|J|X14aX~0OdOT|5Ntv$`)hU`NjU|5a84 zq?U+o9nS=N2cQ;3@d*Nr1`71fZ6#_=TP9<*KU;xlv!`y7YzUS(V+aa=Pcy4&a+JJ( zJa66}MGFp#sk)yV2u1-WEW_-j*KSje>T+jt|2JhMH~f<#Ps zk({lwNb%K-{NeYu5;?*skZw~ik;y_V^hqpx6tq)XJMI#_xp+!5=>kBJL~d9?|NKe+ zm>gQwa_}hMK*uz*#d!~Vz+f)XF|i0-zvW^PyC-nuoe2aWE+P{lozHl$Ags3R!3dV>6sU{p(k#0E1Ki19l<6VzMwgqd}Gb>Ulx>k|=P%tv6 zL&yr6YH<#7(VJ!gN6cSN;#IHm`+5zVxDZy<4hfeP!-YB|~x^TZ#5U_3KM5 zx=ZBwje^?6QPnSbaW&dDNv756V&IBX00!5o{BComFSk#$ik*Kl%SrB^2Vwql2KkSq zwd@IV5V`1t{1-0qy+cJ}Dg;b?oLh_aY5#P~X52;6?5<-kEXl#4k1aEi9n9f+Sneuu zoFVXB;M=ef7}oo;TJ=|ig?&kkrY87K9g8d zK{G1&$`>=oAXJt3bILgwQOS>#WIfgMme7mqSkH%E^8^a?f?~|~6d=>nM>WO@D(mmB zbTPpQbbXe5yrrbB8tW9`%3slk>^(~lpho9vvR5s$vXHm(^$E^n&TsZyJUsm6qx;h5 z8|IeEb)9F^Q>HB9e5%UR90(#>+%PFuxBK5Xg*SW{r(kZ!7Ire7so6=%l34OkuSDxa zC4iTyXumep(;n|44<1>ytVamhtHDq?M z!$Jc2>xLNxMY=-gLFNg0R4F$Oa*fwZ55_Na#>0&qZwr^aIa(e8eGBaEscQSU=L$+{ zzHHMNpZ82~@=BO1ZYm!o*ci0M0PFOlq<@xtS==!fbegmDqw}V^{(BOQ_9s24)TPu< z{Ax#lVKpC~Z1q6#&&GYf z`|&SEb2D<#2i6(wDU2mu$AMy%40cvQ?HdZ@Y8#^Rl0xepMK6Y?L4me0DgPv{QZjlH zmr@B58AidYzdU^a@?bF-+RkulliILoM7C=VBY&0m-|_+W0@>(CNzEGcXCyW!;Y~m~ z^x@t(J{=z`^o&hv(ub9+LKR{!Q-0Un6)t9&e_fd)kJJ67@mwt0$=N51i%K;uT{ZyE zY0seDZbgaTafFx0)Jz#jX^Q5_W{Ue4(pLgQleW&L$>+kKr^J@8Q)(zhVLr{&^kw9g z@)b8E=7g#~JrtL!>!eZk@VtQnl3}{I_K)?I`9z(gGx8-YQb6dmMgDHI3>fh#=i<+VLPbi0%CqdM)2FrC7G?+)}j#}*Wr_toR#5DpEsTPhO1A1rXcov&V&Eo61GDb~aVM$^5zf`t$<3?ehuVuawL21xSKOl;hD@mxBkU2Jjmq_Q^ z&UI?>1C1oTj~^dJO2KoZblUS8`r_Kw6*!2q6esz#8RdoeI+yp7HY_2BXsAusk^#ur zr2A|+`AP!|mJoybMAYKl8`s$|iW;4KtIQjEoCAlJ=lT3z|JSw83e=0oI^d+QNSOw} z1g^AyTl@09V2int9owkdSo}B(X~JHs{;07Eak3mR{4{)5^va%Ft&B&s5PSn z-HstqtX$Z3K4?H}4-_!rzF^(q*i(-Wix*R`y&V5X1A}gp&}eLIg(D-eu@&W5m5&=z zkRQLs5Kj-|@c&{j85GoJQ(Pj2pCnS@`H#>hPnRSdYS%>B1#y;QvlY-jSPo~Mq3tLy zy_!_9nN}&fATg7fb`hRQ7MtITq{G;BzB(Xt)B?;hS%j&a3p%~m-eo+fw}mgNtu3x8 z((8rXl5DXUB1wT{b|4XzHY|!w9US=wCI}s$XTqt_4NuniI6s;{9|vmaYLa?Pc~MqVNQSgnSmqTOhIM&7rAW&w<&KS$#xF}I#Eau- z`u1X-yNu4Vab%H!EbaQ4mTKp6x}# zIy0)vaAQtWDya`O>f$)wLi)KB)`o-5RFucbFR?=9~LIeR)>)0I3% z5F43)tfcB&d#|T{=}JW+K^G7uE!l?#l_giVKt87@K56<`(@Wx0`Zh&snMKy)dF$Rp`?+7GVi z59**b%e-kdOTNtqk1@R|AOzxgJ>9)3k?f|(I+PWh6mms--7L^X+)f)(C5Yn?rpS~# zol1}^w$g?qTI}?04xtuDgfZetpJ6lmmg)|(CCYv}|7xP$&0e8QZV07oqAwcUi>!P= zUa#n9g4D)&KUG(v_5iwUMLNA9Z;CV8Q}(D8eD7Dzb+tc!xUv@RQ2ohYM+IuXcG5UC z;p)_yLi5Wh>w!EIa}RQ`^U>6h3+Rgbok|Ug9BHH=}HYH(9wtV3Sbr!Du zjiu>>)EoAmmbfW)OFBXOhfzs(lge;;a4zHf5%DoSW*?cT=prAy`xREK(h&$bOo#jhuk=} zUqptYKsiIRk&BUOeCCG`aA&~fOA^XAz^hr9Il&@Yg@eGL`X6T0CJ5`UCw&!dIWx~q zP)5dtk3{+6aNouEw@%jRApfWy7%vfqoMti}<>wU?r^c4Vk3Y;1(d1_!+9q6ti*O{0 zlWLA3A1k8YT?(D4-Uq?+rfL;zePsOvXVy#DVPvKknp)tn z_5CV5ozyCVLQrY?)LS|8&24}97Ku9SesLsfNj2+1Tq(F*h^Yfm;M}eEuc>}6g@?1~ z?0jD?RTa2eF=*MtRCvEET|K>M4cOzZf|!9V%Vg;D1TBZm8*ZkDDiSrG1|m`=bK_;s zF3Y(glkymR`!flFgy|vuv#!m~4^7>8Z|+Upf}9_(Gb$9Do36^^jC7GjsUJ}l9mbWT z(9!^Lh#QjIxrMn9tiy^%4Oc3hhEX9soGMY6eG!jE%AxZs9S3g?x4aI%sz7bw2%@~m zmBOSy)mlhvmx>GfzSJB7-{K((>Skvfm_Sn;A8I+AbSjBpg*K3g1j<7XNymg(g5<40 zI01|@T#}L@z^W_a$*22MtSAdqxy$*^itt%CVv<-{TCrCOb+TT+eBfN5uH04TBdGWM z&LY6PJ`n`LFf^1E5LrxxEy40YwoZE{*w<_46a{#cGdn_Ble$_NX}Ji#hfLKES!HuR z4jy4MgE%v*WbKE5?4!%s;EBBKXC^6v`W1q()@jaA1x1n9)ml6Sdvp~bAw2^XAUfqL zsrjo(_sG_G*T=qFN$-H93dQ!# z^3X@k7?LWxtRM-!Sgie%Evv(?hZ^V~l2%n-lV zF|*0Xhlh5wRgj-5yF@)sZwyHVo}?b#-%3)&ij2mbj4blh_D!fs<|R~by(guB!PR>a zS2i_uu%MDL=$O*IEf6tfDvU;gNY(N`4T6dwM2Cq~AhJ4wbW*g&hmp&I=YQ^5Whuf@ zn_Hazo*G$H(hlt>LO~Je9nXyH&f_7>Lq{9xbZ&O=>eR;ugpJ$Zf) zJ6_r<*@rF7!QUHysD~jcBHMIsW9Z-+>}48x#8&zw3M$HE8$7 z;Id5uqLXY~kT&I`EVo|O8V&Dx%`|%SR=Dxm9?*@+p$STY<`so~>Ri=tZNb(fm`^^Q zzD4Y?fV7D0KIN=4q>>8KzZ7&@JmoyT#Ol_7M^$^0k%e*qCNf+}JaH+yz^pvVTrwGJ zgGob4VbRd03-#}dJK5%5G`v8rUY5n_mB zHP{Yi0XDdgg5#s0d{l)%KqEG!dxT9%wn)|GL!(`eABL!?P0PAp$&=fEsY9EFO_^VT zD3Bm63JX#0ZR}J!o25n;3K8VxpmWN^0u2F9KP|tGys5*yr{M+1#|z9MEWNvF73>YlS`0fp-Gp6CS`#(_WzcfD+G=i< zOoACK{iup~@d9z{^8#@N^-QK;Rf*fb%T=R#cOM=_m}W~CNN$Pi>l?1GZ|MFD>ZUXe zi2Kv!Pi97dMsP265mY;lnTjN;EPyYY%2lE`xjgzP?(xsjJ%fEP69FHdV`=Iumr3Z$ z@uz6_v8`*Oev^6|_q2*98IHk+Q=Db$56b3 zxm0Zxj^&e|duX^RP>orD@N-*<#i-y56=)^uS`L#}7Iz7=HK|l|ZiG_Da?2lc)C$xt z4?_oGbs_n9bMge*w15w@bj4~8?NhQFLyPcRXoRYAq-4)kP)Y%FrJgrSl9;4sN>Vtd zu8n$b)>4LE%Og(nZW)dCwAv75!ExuKsBBE?V?7l)FUZ_o92$PAhtqmkIHLcAi$5EK zj~c&R{;Kdjm|V_3L)~ISJ@$brfKEq3DPP-=a8!?C^KM5x6+k$-gr>+=v?9F(0TV@{8U@Kq3H#g&n4lN z7-EYA{fgyv19RZ_&v5(Ma%<$r$_E zG#4Ly?25JJ3EQHAEXmxQotk|6kPML-vkVzxYc@88La{5$Nz8_2#i-fbaQS!aPKl+oU}tqWWgWRe!JtlWX5 zD)4TM~M4Ea&nuCvwphJ2$P+u*)5rd4S(K&1f!xNN zKEN>UNtxq}mfi~Z02XF9lchw_upY=jPb0=nc)Acm*R!JKsX81U1s`j&ATa{#lT-N& zwcsXbkWi|oJ>;?^zZ6Cme5}mgRIt@F2HMuNsDFa|a6UE`U#vTO3Yo-ce;`wt-Ud(4 z75GLZJ`7>U z{5V+SSlXT@@}>Elq}qF1n(iCp8&%(GJdd^JQX5n(7OPB|RK*(Z7wFG2*W z=J;Fb&8eUer=^LrNL-A0RRs}fM&zt$5AcN?3hTUBZnF(?grAAjM9y2OWB(?7l#t8% z)e&HFv7MV(zqN^7$Td27V9HAcEL1l9!^MO1;ONm8MHz>#v888XLQ#8eAXMI(ozb+?i?#>#OXi9H=; zm#V-hM-GB6SjbUTpJh1`S+yINr9$NVi~v;56wu)du8#r>PxvSpbOeKY+>s335`%DG0jf$6IHcGtJz`hSS`OE4C9L91dB_2t+?*Y&{eDxa^9=1A+MvJu|;QprJcs-Mpy&T=-B37kjO4hLh+=XyGrBbnS{ zw3%Zs`r-48-P#^DmUO0(Eh-P5vE;G-YALTt42j^k@1T*cOu&wd9(^G$>Vu|vjQ=_kg#fQB7jh-cEdeZ^j#xhC)$Ik6WCm2MEw;T>4%?>TuYKIYV^9nty(!z&k zB1iIw%5%rIG$n^2xiT+-Z6Yc@J?UHD)%0cX)Q=k{xOyIO?ktChsmOh~Ro%g2Q@~bD zUkb?(?9ce3Drl!IsTdD+Px7EldF3DrpMR+vku#$662d9WpLy7VlUuG%p8?^hM4o&m z&5J$ebxWMUiFYBBRVKbL8gRui1^x+@e5yb4cxtAsf3XO&Y3?<}n+s>l5QGo?p&{d1 z602~=iOe$+%i~Z+k*29%!6zZ)$wLBO81D@_2T!D+xKkxGAa7 zKD;Zb^zyyNZj88aDewu*{qv&pWc-A)_YV`#Ha z@jzVIt7WfX`B|rFO>81bsj_3r#eOY+05rKkFj!(NF}$XRCNZ;cCJSCbvqmQ|k|tN% zX>+5bP;>9ER_?9iqu|UR1$`B$W%hA9l0Sg!Ti8R5$U|8#?qj_v<7OT%->1rbrZ>Jh zPfcC95G>8HR7b&BL}PC+5cvT;@IZJTi)H3zjUo>z$M&Si*?>S2j8U`tkBwBPZ>~DG z@;$LG_cw@pq3}Z-pu7^E6i+F`a!`wl$K5Nau25jfQVs#k6wQqbXux2aHn0kkUX6^i zgH>}=56D*wmN%7bCMB6Are}A%hj19k-B3(oc)z2K3dF`U{O5`VR?Ys>k<@Jtq9GD# z!@Y6QwDAN8Y|KMKc($(^{~Zzi;SQ%#V<9SvbY)~E;(SG5y_hWQ+b3R!65}>3#1M&` zL@=z-&I$(yr-HI%ARK3iI~toNF3TevJL9spNpqk$0L`>X*L~01LA$=gwP?qgD6Tj? zJQpWzqn;sy+m~iTSbTDqrio(Sr3S-h4H9x;tV6PcM&ahCsaRZz$q&BKoc(kZeH0si zdh9_+6fDRj*y+QfIZdEq>}<3idF@ z<@A+4IqYYL+!mZ=RRAHf=qX5=0D2n6U5HN??{y?Vxan+zn5d^Mkeud|vAQyf7XBb6 z8%OSikB42ODlv$qFPi`DTdtIKuvNm?ICf+ zs|+5@sxonS0g;^_i`_UjU61@Rqlm&`zL+M180pOf;ojBNq6AkRt9FnUQVxp&ZW*3{ zTaueYN&v4J{}tgDz<$-3*3L+=Xqz?eF;NA8_`KY)fC(yN{9>ZnW~`x4M`|ACS1Pp% z?F)`gp<9CnOBkE6Tar)0!iPjI+T<)OQGF<$IA@a%B}}l^SHZKNm4ylcsKS|bFVW7f zplWoh>>@DN0b?AhLwB-q#YP_2Bx2idMF7^! zLb|-AKvlfUu$Or{i=CIo^IQ}Ur;R1oM~QK3fO_gbYWRYsC^qUH6NktBGSOq3pyMS! zMR!Z3Vc}i%IQD`(3sMz7z+`CR`4ZY`6QL*m;BH>Q>E#V2ra6_^)MS<>yLOilAnLge ztZ1+5IF@{bu{-kgG4AFS^OIE?1&C%iL>Ra87nQJ=U@02Jo=adhISgw@)8m(eAvD0~ z3H>076X!DW)9~qLsB}h#eIg)P{oJJYPQ?6Q*6b3OM)RT)Dm&&&T0|>f&)dUGQhHt= za3HH;;U{p5`Y&QwFnn$E7yH}I(5~JNuD1CdTLIKy^@H-OXn#Y0eMWdU;A6%B8RkiG zOefKP_j4tQUd-t`bOTkScrLU$;3OG**q2%ysv5;J8@dov=9TntnueKg z>1j#jMWQE}iLFc&a8xiZW0)3^{g*#aHuEu-|B{(e9QLjDe))^T;2W$p!eu+ujKH%) z<=(LZ!PivJg_ELydI_I`Y$)yp+nm(Z$Tl?J3!+YUE9G5~(VBgGh%5(rLUi^s%KDqA z@UHZM^MY)sEEp>qSbc*J#32&8j3p-vi}}r%f&XwU5POxNo(iauMeAh|o}Mj4LGfc) ziK3&({m{e{ULv_jocrydgb{`=_KZYPmntjZgSZ>=$3#yS?J7zvbdu2k$vR6#@meB2 z{qjEf_M*HgKL3T;Qt^l9a@@yP+ZPZag)u5V7lT?A(eK5M2=3iH=BhUB$0Q<1k2S5gK@-}HuOzkMW=N~WOG0H61TVyc7!YS7bamPHYmjQW1L(Lw^iJ$-j zGjRHU1aXo|3xIKEeA=b3ZdJOQxR~_zABRGukOkGG&~CcTo{O?~`2~xPY`3Q?o_CZ; zUTz$uqBAYi>KUh?NsqYXo3mi^!2l$;QfrWxo_rWiN>lsbne0IVXwj;p8aHR05le z5H~mi1+NL{qF4-($~k8aPt_W@E1RPJGgqU^c;+cXME0GWKeDvg2Q&KAQ+m+V5oa4? zT_7ps$VSMdlD3(mBwUk$g;Ym^(Sxf)#8`3lv3*P{q0mbhV&P#93?*^2v&t4byg?Km za%efuA&x!9zOUjke^!(Tply!8QD&ON`F`P{C(I)>s>Tpk%aTNq_3#1;EDgj0$AL69 z!aolpQg)SFMjFxti-pK@7edZBSqok!fCD6r^IN6g)4VMfnKcxvRr~-lR!DX3r>T-JZ{aM3Qa0(8EO2&yO45u&v@q~gzJ&e$3VSGjW zh7iMcCZZ{kyi+_~n|vj5K6BikrC0X{j0!;vJj z-59EFSTn0gfixtd&JzpJc8RP4Jf*<2Mo8vlHcAeP9a+NHhs^(A5yo^b8E-cS?E}U| zJCQN0h|fNk!HLC8)CKpDh}i^ZzhH^HHxTZPbI$4@J#IafwTbgkvF&~Qsr0v9c99Gr zF)3q~0QqF{5hL%XuIQ6TGql(Ol$kg5J}}j&!ts9b!(H-uw5IEjR6}OC=7g2l#TbST zQ#L)eVhoPoSs|4>|g2VRG0Wy~)A3YUl(~|E9bxF_A zEQc^>)f-t-<2fG-!zHsyyI}O!LTQ!obQ6oS1FRZ~-J+^S15T{i(Td^(Ns^dj6a@+g z#*@z^Lw-_}FNCBU+k#L$j1v=C;tjUUg|!1<#*-z6pl$OyxjTJf7t92JaT=RUiEEvO zrF|p}Y0NL@Y{CpvcoBbwdYay~>>8_bcDsvTHpx(XnUaZItB;}yFwc5+lipEe-W`j# z5eCV6zp%>mr7Kl$jsuglg}0c_s*Za>eG7mV2hFV{H*_jn%@VQ56mBq9G1G=+x-=u! z2)IBvbh;QR%g`wFHsoj2$pBRfrhMwuOc}YwRSLy^E$~#3|3Fy5@{%0M9KlnTmQU5x zvVOBAEE6q7%0&U`!M-jIfuS7}W98S9`I=O^Jan{bKNJeX!-^%HR8CprwIypd3`ZB! z1K2X5@bPQNtM8EW6+m=-Prj1s0L(K%ws-3%-7%)or2N;bz}7=G;AD0HYlwZiEc{$- z%&j!EO9H#>HZDWA*~d1D`xQdnWqwjrNG`z`iI9E4ZeXIJf=gj}Q{>^6I7J+G%#jI#@yeNXB@oUKo(G53!Nw|x`w=Rv9`|J-3)-nF z%7)E5#KpwY2puZ5nPUM&EHTjYgCi@A^=i3vBYA&aQ8#A{$2nz0iXAhnvT$drhmLN+ zbXIkNlSEflR*(?27(QkB8yvB^!R@QTmOeSKi9TkndB>++GHw!vqn#l8m8r~+n zW_a#WZq_`RsW0lecgm?nN{R_Z~yIAo6to^0H!kngU)IGTK9^x+e zq~S4AI9H%W8k?mt9Zehn7ultx?+w8dEcTM`$9^Nl8a9zSD4MM#SVT^L_-fC*8g7;u*g zcJS6DC&Wlf?5GYUw@5XSW$Bm*tgZ4|R~XX%&P%dZz>liLO^F@KKcevjU`-B_w6ElQ zD6+^FrXB-2tS}oR*!l{e%!W`@RR6$kDfvAe1c(YD2rOgU@SdpNWE-Ek*1g)Q;xEU>LNo~Gw{LfER2eG1wn95 zzOJz0ZhJ}iyDQmD91p*yPy^59aEpuF0}_ttnC+e}c~EHoF$v@1wf&k*)g{)#>_E6N zxHI(>W8T@AHv51#GE;`@&*i@v_3~G?E{wl^QfYTt|a5Y{D18 zVq=~odja_0st8=Fn0PAUtUwo5nzMzw6O{;p#D&e#U@k{`G5ERtHNh~Ps9r+VQSGAC=I$DN~ED4z zn8uTyd_P7ldPFR4kUFd2qh^60g1-fh@QZgKa~Wr0@^nHrVI{26n~Oj+2Ebtqg|tnG zZBW{}j4h~->oy+TN_{5Y-6To~~l;jdt6Y6X{8QLre?V~Xr`!X?CY?EFagW^0twy^WET7=VGCgbIxO)R_~X z7$zZ$IC*#g+y_$jeaRD2C>A7xP&mkD|B2^glbke%G2f_+uSOU{7d{X3<$E9;St{tH zTc89TQpbX5u)eCG8=loh@RHoG?MWdh?kVI@kA1cvme9nJpl%3cox7U^IPG3~U6=vK zBJl_WpyRUi9npt?bA;zDc1e*L$cSV(Oat*niL>mWayW~k_IS9rIbQ88)`MDTAJn}q zVLpLwG;wY)3+duq2Syi7cu4yqMaqG_vx{KhZjt=sk60Otoh+HnQf9-KW}|b$YuNO4 zP0I`ELytiwOq~ajLv?jaUP21p0^V>=j&%KL?xBvbW-lrG5Iw=MM5&M_iYHuJ%>E*6 zY}Zpj(coFv<)6ZFMn#E%#+3fm(Ldx1OBl`2xW8PIrFc;^5Xy9D*9VPl(|(|K|XPJiMa z4+a!$NiDsy1}ZKgFJa?|O-PZ&+4Dk*E0jaNvKY;wQ@dEISdor=<^d#Ir?H)ohst(O zW3&l#>;9&TXhhtIF6s0<;|j-);HoN=`+FAZdgcX)H%ic~$e&=Q4;3Xc%KQOC7n?$m z_W1>DbhEvcR?X#$Gu|uA5l^W`kdZ~uu%Bi{6jz)ff#smK=LKxU>H>;+83D4stJ;CN z;ZP=}w{6D}0rtzEvRif$agJS%_@iNRP)f$Uz2WWr3)cYSLAbJFi`#NucC*O&{`f8< zCZPX0RbdE}%4r6b#GFB?*rEWLY*n;T4y@-EX2b|X|k@OUUTBw(_IU(!r33T8Y_8bbT5 zW)Ks5WVK0Npi5!LCcpK?exB-9JK;I$1TIBvNVp< zznNz*N-S_^|G}A7 zf=Jlzo8K}RNqA^HO!`b(C2p{7NVmhiwRH}-hbuj^66t~CtYJ8|OYfay5fl;{?wlt$ z9o2riQhoso%5V#lz-$hyqkYzR-!{aEg&XV6WZYfx+$AeJF3b2T0yB{h?H1SG7KU%?bn>~m==y1wqU)r_vZ zi*~X9K?}0rG$6<1kG56SIR-EBzoJRBr{atZ~T zlVgnz4*hL*nhT}Z_gYQi47_|-_5w3ZOQe=XSLxbn|G)|wU{rXqbC)WM8~w$%w4^t^ z=Q2aijQhy5(~wlX%k4>|>s@Q1)F`)%sp0895lLiZSe+C;%qB+`?vExTKmEd>t{5h# z$Q6sH<;>@<;$TXSea{)DT+mje3^3D=$|?>ZdbA_t=MajDLgtI#%vN?+eQsal*P^I+ zV}YO3$3p>g$I|hlks6zH67FgvRMg5qc1>Fc@n6;uIfGG)r9` z-gqb-Ni_J<{LUvrcf(h3b@El^Wi`Gx?(N^|AGp37(Z?N{rqxwu* zUY3iI3bHOZ>}tjy7_-iZJc?j+R=ZgpT3of>kn5kyBkZta=01hXldErthgaE%i_}(d z#bA6GVr<02waYs4rNv$D@e`MU@eUrB?#bSxLjS|4#uPC3Qar29wK8GIEHBDrFtct* zwsXt6AyXkZ?}Nf2`A51@kc-OauPk%T`C$M-K)%0@I#do7nBmlk1EYE6>_$B|ff<4h z)H(MK?yoD4Aen14ACl8r6v3!u;4_|S!qbctR-R%-g|_iVa%t@ z(CXV&5m_-Mw`>NPzoE5 zWD{&Fhg2ziVk$GX`3Fv7>9Rw{wfQ(j9u0&y0^6oIX@~FNQf)SZ1F<5_mG||doIZ=v z%K91QSzM~Y>0ddw)r2f@BE3^{f5Y#gZw2nhQSPJOWcnIh1X*MYAY zB47;@F51yWT*D6wO_|E_Lo^g7*Mw4rA9|*FnRPlV!`6yEadZ(o8^|yS zDW%Ok)B%e-K$Q@nJpQDMU?x=M-4)D9tWTh z0x(*+>lgszKIK>fqpTYO&u3wpMM3NCO(og9Al!g?VzRQFU9)>ARk8O@P^|KAvyO_@ z`Ee=$*YUB%8iG!cN=|+;bzbZrzDLIelowd*MGlel^y=iAbWw(3ij18$pnCc>MSu0abLEW>nsSr!8_;7_}i$Y5XE z^$aM*m#^6&zBMnqax?QnSJI z(h8g#Bvq96sqQUi1J+u^<&z^=c5PiTO0St|Mfrh>v}i%iGRLm)DP)E&SIy0YV&ZaAjoTcXm{}S$i-$+F&w6jcBJxh1DYWQ@%(rVKhr^CQ4ywaJch{KqgafUfuktzSAXtn#=7xQ1lTIAPrpox z$yYwTzNXU2EgH#P*RizwhQ`RcL5Zdu5VEcJ-ULVK8 z$iLwV2gZ0-Ir;yvvI<-G^4CP_rG1n*ub*=MT)zpsxA>4ZoH5R4Yu{R%(+4A`TdR`@ zcL8CWX3IQ}hbc5h3mKuT3RUb~&%cJ8A!^1NROCZfhn=3&mI0|=1SOj>x_)iET#xZ* z5#IyiiyC)03<*UTZdQz3u&*acOnM$a_R%Buc_X%B!jVtw)K;sEp^fSCY$fpKXHnT?j}s(qWv1M z^#a9B#;tk&kGro4sAYCm3HGbY4>Jrf{w5bP2XrrG>Nm!Sm9I=E9>@CFo5VO8sNiC{+N(KZ=<||@gT$ht~v@(wtLWoW4Gg zpU6a2{$#|m!2%1JK@5b&ifAh-wZkHTS0ZRlEIwKGcoFf@cuUn^U;LlF$Em z7@cysEyaMmjS5^sfFST&}vi4(EP{ZAz%flr;+0_^FtmXHGC=Pe8t&qHdu9@-+^ChaTO!Z>0S z5piv*g8*&fbv4PjgzK-Aj{!wJf7T3Kz@iZ&440G-GXOW?fBP^0!~gU@{)eU|grX*uj!Q-|j{DphB7h#boQ80oV%`aPvlt?A zcQig~;ah;so_7_e$YUs9sZtC_E{o4YWw&$PP27bu@?Hp(D`>4MhlD~@*>nQ$apmNb zo+nc$w*>xtJLwA)pY~QVTgMdNLG{J9EN>R z=Bu<4nI;Hu)zQ^e2TWt0osf%+O6rh^^n3JA1*A1TaHUoo-uDn1J!WN-uq@neTGc56 z?;gu4Y7}{8q*D(U1lcgyo<>!`BowF?oB3LhgFt@C?y~$vr*!$Eq)0p?ZUn;Y=BbT} zYH+!H)^J2{s-E|Wf@zCpe{L&J6b*0o=lS;K)kLN268WYaL(B<z<6cP?Vo zsIK=V52@%pODKi5{s?0t((dRIql@LtQ6p`|lEhl-?XM*FU+i%fd5R;eKNtld-_LHq3dPfq$!*Z`Z6?BiLR8gx22Da%1oa?`nAjCr z%i=;jgwW_U^*!vPDi3uXANi@VjueeN^go?)`Ue4uGXgmU$nEfo4d$~*2b#GmCfJuI zwxWs4iCa~a8>y-d*gRF4ffa@T#BW3lR#QgNyfW^J>PhT;xk=eFO)9)XR#Or=c8uRC z333Qy#gqvUyH2-i-<%%AWWs+6^dLAws| zd0vyqO@LPm{+0RN3g7^Il^_ws7Mz$K)0tt1)M}xi>LOV6xH3boC1#Mc)~ZAY_H`mN zo_!prjj(&5@Fmq$e>*{>cS*B|yhfKUaJ0VMR*vUApMQe-T?6r3)dH$;Y^zjRtC+t5WaSdX`JB?p=vPFDUOcGRX9si=> zJJ@tx8ewC%9xUMY$kE9G92VZrOjFilq)gke3NAYvk4Cl`?-!xiSQqGm<^?3LAM)-? zEKY>#Vl@xMSokq9{)4Si_1rpr#}TAG5RkR z3kde2Dp()~6e*??>SmlFROHpsYRzOgM6~k_!l5~w?Q(SmY z4!ObD!sY!4rfwxSY-}a}vt^Com_`#bJJLNZjJvK!X=WNBh^pefu&j?sPL^|hDjA>d zOD^T4NJVeS_g!q}wGO6V<7WPj*A|yR;*9X@fSOgL7;y`k(H9X3t5fYUy9={p6KFrD zsU^e4lj4S2WU0*Q)2_wAsWk1*wkSM1LbcYKCSJ$_{!*BasW@1-xT%mqFY}q7cF7h*9uE+@agxl3t!nwa1nCauJz zXZK~+5wE1N`QWV9kr{~18LZ`ud6MqZ>m#8kXf5pV-C*9ks05PLloC{udmC2~D&LHi zVtx-y8(LTJ5RQv-_*@fF5iaKUs3p3tr=?o5_~2;``Nbn-X%{I8!f6bMf*qhMy`tNW zLOW1@#f0qnVXw;*JM5=2zWs`;-K2Ds8r9+Pk^WKmd)&jpIp3k`^HJ(BKu!=})CHrN zKb<3oEe|DEUEm5Mqj7msU~J-iiQYzjXCd*z>IIr2@j4%hj-y;%; zH)lu{Ew9NfaA40f@x&AC%h%{hsq<#4M8Tw2+)x%y*DILMoJ=_#`ZdgnzG}sOu8KNHa5;{*pBDOUxdlU@bj;goL?=F?y#x zUz)%q_B>nr52?K(E!8h8Xxw+Tb3H%VKSRf!%hw#EypJv~eaF|O&&E3orly$+MijsZ z#G1HSvNGWz9p}ZM?Bvc387k7(1)EaDOcDuly$uyI;CBOomn@4!NZk38CIv+fc!qDx zB=(%VB5#P?Yt@knXSYdX0E=bUJebGBawAI4Zcm1wZ_RZfuf#Vu!6IcBB4*$8 z9DRcK4Kext8DVXX^tUJs$erHUB-7_P#b=!&te#m06@tp&%Q;=7)nz3OQpmU`(}D!^ zsmh>i%T!usM?9mF4~4ObjGtZcy~1oHSV7(4z&O`?-Dl1&iNLPH#0M7d#i>4_)G5^q z!3jK6rLC=PTm_z#Cfz2)1R5^MXF;1vDE{fAU!4c>2w zl22ABtfJKm=%mUbft&fdqzN0S-6oDzLwFGL?6`H|YY++-(TvO!mEcG28oCS*v)Fln z1iUz%kkc^=l!&3plFBEV9_zn?MI0g-v(fP9gOvRywal4}SGb)`Lle)JAFbN9vaW6& z7@O0km~9(={SNkOg9XT}d!?+RI6P%yga|;6Xu&KZ9@7^_&_YqQL#JQMi_4y-;*gJE zGZ-3jhFd_Ftfxj2Ux=8;rdi@d;4^oekmpCsW#gSP>K&)9Xwqwl>@UqMB@t2I*WF;- z6h2T^<0B!n4bMV9$1BV5MI`tM#*?Y&5`&#pTsA)MRE~E4?yNkZK;YWK4zKyTSlAB~ zm631rq;XHYof{%6PeF;MML1Ow{=3sIC@N(t%$=6PuZ%U4;rS^5u3TKGLN(X>TUOR-atkASauT{m|+*ScuQ!mC}Ah4Y6(%q_v zdovVgmR5t0vUR5Bg(?k;dod!#u|WHT4h#~YOVA=3{}dkx2yGa|N^fCkgyTVc#K?@m z`+^?gRD0YTg4 zrY#xRJwGj42);bXb|iCy#Lx{1yKglx{D%4zGy2z9Y6%kS|%{C5>D+fvKE6Cca z&ewC5h#T3^CX@VOK8Bo${hapX65-a_0;uVHLPU%3rDYwvYOLYP8+6zHahly1S2bb0 zK%$TF5?wOEzF+V8xZqE!bG11P50(^)Ey_aR%RT->u%G53)C5T95h^MX7v}TRK4Hz5 zMNdv->Wy};YjB_zOzVCeZB9?Flh;K8QNh;qCI|eg5HOOkb&O1CF)D#Z+DPuywsg5pm*O&(+mLKYX@9{)L&Q_hoA|C zf;ysgY%FP5^Poi~+y-3#gOql#Y7V}#v@$sZ_Aji5ME-SUM}!sSqVOL`20;QGg~-hq zz`BuEc54XtcMI#8C9UV6ACLhT$`Wln!QyF%29x~4%1@pj#EVpAP($#Cn3=A0Yf?Jc zoFzFqK31e-aagc&hvEmE>uSoyMGO@k;uLcIonhXXb~@ZTf!0mZ6OJ@KN(@$^tAo%% zc+s>rX0UrWjcVuL!5O3{<$u~Y4bb^5pyV*A%6r+ZI0 zV$>|`^5&WA*IO)knSyL1xWIGH?LV-g7Tnfnl5)R(i6{Y-|~Hzbkl!;_$}2i(?z zN;TlBuRuAZ{{fjFGXeP5}Au$FtDcj9P%_#IlKn?|E#-@n)9g z{jNW`hIaA>W4aWv0IQOaYBSj{*zcn;4Z8LTL3$fh=H)}x?M~5+*nT~&IQpFJO_{}< zJx(0jfWI?lb#b?b)|^ewUATdz{5VB5AiTQVlC_zXCa*C0qCAwD4AJR_&gLzW*Dk>e0-h24J|8V755A=zG%3_tXG=w$kwXV?W(V_zL`%B*%hth_uc8zZ2> zJd`Qn4>p2J@f+u^IL`7q+amJwT-UUCPbf25V{gpWp67)JT)GmStcZs;uUVoUgLDvE zI)yCE=U|xMjovFz{t|3;fKTsd^Yb*@3tI7q|KXp$%k@p;c$oaj4y`Ic+USK>*)Ub z#MY^j)dykv-@Byh1K>%u3ldHf=IG;o{$lG6{ijPT4W7 zfUmqr;x&jk7fi^5F^_<}C-$y@_LSEgsMO@HI#xn9I`rz)WmwFSu(k_`{APxw<9NY5 zZ@s}`aPfs7pCii-^(qzx<3Q18qu)*5I%hzvs zC zitih0|DijmOSvZ?`>cibc(28m!ydV5)N&%O0KAj#3X0%QOH&wim-9YDPjXN|S`V3a z_(-k>@wM#Man02u3j}>}tyS;C50WvO`GnN4iOTcj4oMk_W1ut1QkX!rl|<&Ow0_42ETsAAH3Hs6r<;t|fnQ*3 zn0d#KL6Wu3O!qbSIu=1?^`yCs_oKs|r0NVw{yX^-6~2?&M>vM1=uJ$6)K90AX9lV< zZ>jrOr!H;O>t-fj{ShGwnSe9Rs;ZXjyx0#PHBB9J!Zn5dt~y>1L~)tE+u5@}p_vrV z1jSJmAh@lGyHI+}E&=;^~%Km>%B(#sJHBJ^_e!m4{{PEU*mYoJPD zc3*{@9w?EO%_N3A64%#qF@r*($f6aW|CKNAWXp|5h!kZO1lI<8o#r)>)h@RHDARFq zgeyC+&i*mYZ7J#NHzG#mF;Vl^h5h)vP1o%3p6J@T=1aKjKUK!?i}*s}a;@OL(yq@vDwNE@N@iMH!w z9H1%)HmEZzIvqz@s2#g~%uBRIO-thwr6lE$R<^(#&X~tL_1(%WBMiq=5T8#n2FCNw zlgo7GFHZy@G82-B8PDc>7B(dR0r%SzqEGMj(<2f9z_~Ba33E(~Z?;>X(80W=@?f#8 zItzk7!(Wl(W8JBE(X=Al3jIXIGn^JvO;^afi*O_pH)l3u3magDcITK?;UrT)Y0e-N z1Kp|>MHA6wB|OV-VPku{W1bZ_6ImKKum&Q=7$c0Jif}XwFW{E~YdQom9{QyToDT|e z-BJoJA7CbJvD~xC1AoY2n0Lkf5fj?2Ab}d^VS{cGs-E)ZwM6-S%omlW&=Yydf>ReX zSaMH7)k8I4FU>?XO z&1KI)D(0{kVgScDj>O&jECyo!5;~o~R25kLw1{zfFiqOLSPKBfEcs9;^SpJ3v$Qsq z!U9)okxs$#)eBv~tRf7RbIJmqY-U^$P8svUR^f@XUld`wJztC&p-)#5^vSC$S zp)KVR>50{luVMhsHnoSCIH1o&^lIx$MBY&x1f!zC&h>)Opi93P36RA#AU78WT|CX} z2&vrdUkXTL$#i{rwMAYT(jR9A$D@UfI3^}V8Px9E2mR0g>;GXFqg(I!yQ}`c|Ih#D z|NXySPv7GCaC)Dh{W)U7Ig)&*jI#hKl$o9l8JET3QZ1VoGh#SES>AQ3t@IxA4=%z` z)&UG0pjkoBLw+2xF^eHge|#9(qawLeelG0%^n0eRF}Zb1?9MbOFavoX-=*)R`M0di zZ~625Kfi+YhU?=Ev!>TCo*VQo-rp?VkU!p#|K%H=4e4EkE5i9UN6a@Ae?yLMFrKs3 z8#zq%WVp@e7r&}d(N^?Y2lIqK^Y)VRN~wD0(6AFI-xObzEV@1IMXy%R^>h6`9vYI= z4&cD6moP9{#&MO39KtM!9W2zGBL6L)5*bEKDuO7kpJSiWBXMXY>`s|))c&vt*+0Y6 z-kInYq&f>dS&tusU;lml1-}_rf^QU+SnnROlIAKUZK9^>+(Si`AUA|P+>ZCtNk2Wm z{&{>I)oX{NrdQMxXA;CyNo#3;x+Sxmg-K~$(DxFa17)9j?<8F1y()+Lwldyq276~z zx8~iCP`iL(+e=>Unj1nHzmdOZ@$ymbc7t-L2cj*O5*rlmJ-c3#@xMzw4X z!4Pu>HFs^XU27A4*Ct+1V?(BW(mMOtOI|h2g?XlZg!9kZcW$pKvfFR5?)IMvImgzX zXzoeP%~t|WEAI-BpJ%Vco_$o*`6I8sSDl$EuTcM> zGgr$1D5P|&L-su;_Ax0bRc>jMoAGdfy z_v7(*xBh-(RZm0Q#nX2BcRsGJzj-k9L$|&xZ=bW zm*V+A;!VO&cHWPz;zrvNEL2`~dr!&sN9M~_(V;6k_KMc_ozxMEE5SU4{Rmz2Y+d8G zgEficc4526M-!{(rj3e3w!@^;q{z>aeiv@dd|kr(d%oE11v@>xq|8@rMX#IpI&tMHM3r-JI)?u-63%)nDev0jGhPw%9@M&QFjnVMe^6pGuq$~eTUMBvi`RcoHYyB@Y zaw{?AkTzj6RjBDz_vtm;-!&POn}c3hp>vX~`+lejS@$S{@Ptt<8 zZR2-qdHu-kPAO5ta4``k2ACJhRA{G(;n~W{GKRd31?9^kk$lS{jnerY@?P}p-K(;@ zbZ^tk0@=?nddMq%UfjdUr}##8atAA>{c_wpgdkg2L+BoggLcb(L1`}EJxto)hf z)U}_g_G-povRIjTE{ClPyY1ujxZODCmmabDV#e3FTOH`!t>AfcUdFp)|EyXp&Meea zJ?wZd`hD|U)$IuDx;#ebcTqmxYkO}2@?RZ(ZQze-hTe-h6@Ih6CjC?@zy3E;KJDzm zA#!nlxn<;v{e_<_!^m}P&*R~b-FOnTY)1>uk1OxL_*vUw_vOl7PKfu$4%s4Xn)11N z9yiLaizhE29sP*%t(x%o)0qFH=W`a1m%oS1d4Fq(jeo1oO>_fFmI-Ws!_?6E?y*0< znyGA4W|2Fn^37?vSMzX7$a=n>kKJI;Cv|fwQ8)Qr_mb#Ppj;{=x$+^anb1X*A)f52?F7&$)mk>@oG#`jWNS^dNt;2 zKYffyvvanl=OPX@@O+F|GrB6M4y%3TV~VW}JPcE)1h@FuyH(a8U@pIoyALqOF)k@rc6I+?@+wufUz17B#OrtY}#r`yWr|fNA zHUASHzPh<{sd-&Dum3%{nA3Y~0B1I6=zk~W8(tp@gY-t%}OZQdTt z--!L@eE)SvdznJU5P+Xm?>}7eNqwg)PM7W?%#h(W>}VJ`430y)G=8y~_}Wa-Q!gA? zzTSO%ID&?OXctDa5K;rbSa~epz|U&|vmEe~_IH@Sukg~t+AzB-eabj~VYlVlCr&d1 zRH$o!LTxX2=G62@*SCSl{N=@nf8wTNJMdO8YpQDw-G$qzUcasRRpNL$$|~5cP0#Z$ z^9>dSgJH8J<)9tmG@mf-T4_93$h3_#6qpfL9K>lVkE89~Z1&y8C+1b1E~(L(X?w%$ zq4qvBk3%&T;xwqKMnC??4xL*(sbczge^}8UR^*3e-ye8dH-(8ShwQatse_(_Cf08# zIzAW=TRB?^k8i14_vG<&gqH2d#Qw=H8PElIA8ihqcIu~3^|ZCe9KB>P!$(^wZ}jaq z)pyNn=)oLnFpZ;^;TF(v=3d`7T)^7B`)kpSA)y)fw<3!1U==@?5 z$lErOeP*-!5ur2ZUh?dndF7NU`6cgG_N?2yzsBI-eC*g9f#01D9(&O>JEy+K)^y8G ziuNs@;copst85aAr^o)ZzY|&mXNJkO-ha$RgcL8CJ#ct*%l@*KId-qXsH*#@_E8(h z_R8An__JnvisCpg0M0u0lIKgyge%t<9Kl#)@2%&8~QZfL4p0JAT#iH}5gMy=uO@`4X;b#0~BwTC3gYvqZ;! z!#&BjulH91bD?^;sUF5B?tQZE04tne>yxzi)bHz&@`VvD9lTF_!P7CbqP*!tcOwDo zW`xxI*h~Par_)f^x%cub+0(nIXCK2^vNfRj+kqhGZ^4IbCC{7I$6Q;tV1sLPJGjNu z9M!gkfom4EMJcXSzt1YO+;SbVcRaxi^4g^JZ3d7MIqhC54Sz z*MlIh>8&jThOS2J+(+#9^!;pReEl4TOm?|vIBja5+qliq_o=;2x)CPbTF-SVeeK$Y zT296MXL=>66WyxL6i8;jm?qX&99f^ku-cjTkH#10i;h723Y=3H4Qu?eB%%w1;t;}_co)!`Qp#P z&j6_vyZiNf(Z0Wzu=Jn({lW5WXWq6UtQIAGx~2Ve`#p`*fYG!_+I#E;Peo~U(hClK zSjp2z$3EiTM;z~k6Z$;%qSu&DSK0Ljo=p1WUk=>WcP*T|Pv1>rb9#l=AhCx!jf<}( zYN%xq+zXz~YgTj@{(2)V9o2i|4aF)SV7uC=;5U_hBJqs@d*@m9qTgh$YyJIJxrNA+ zBhWdf%_kj@bX5Tc5i`x?r8BIZAb`Lwh^LJbni#x68+NK>><0Ct$ERl?26Z3J<6TI8 zExG=D5j4~FFOF)p5&S3_Mw_(nmS;6MmtMO!-YOo4c=<1`t@i$1dl$7=U3*ovR|{et z^t7cB@FR6>m0P%KJO}-r?Bn!11uvU2tG`}HAkdK5$KoDYjkISj(WAcBv$L4z)%FEv zdZm8cKB|n5`bVt)>6=+sT{Zot!sKC3^pc_>fJH$7y{5aD-jP+?XZTmVgR88wPx+HN z;a&6jcVk@-yJB5-tE+LxFu?1aLwOrcZ&ashnyjWfx#CmJZz|%O-`dDFpy@vg5Sec` z;X~5+uE;+P_H)rFXKvhLDDan{qwwG z?Jh;_F3EQA^4eY2SFOGoFaMHdl@eQ#-RQ~OZQ|)be7D3Rj`(Sd3*e_=cdT}1l7`gq zJzL4s1*@5N>He)hI)quYJ|U?_8T>ZA8ug6%!u*G(qBWINem}0fo_%Gc{hO!tsyY9C zuu`2fhlU@LZ@m>ZB(pVACs{;4_QA@Ikp2tludl91%R0#pp%WWwhL!L2hZS zq?==6z#CYpzb!0iR<+HU;wWtTKHqs^DaYXU^;T*o%4CF9Ni?@zg(VFMU=pn>UU>03CwOx@B zuQt60`q{yg7WqELUh?QlE25+wn?=?Z3%99Egu#Di>ZZkJ5n457tH>5(YD3;jNMmou z=C~~8*Hc|p)7z0gX=RC4i8jOC-KxweJ-w3p_`FMoW0V!Z9NsFv6&b_hsv z5z0U&HoHxgHBOsL=&}t`^~m+06W-qeSsr4diy!`=H%gaflB`H)Rtly zdPlMb{mXK6m+~Z)gEf-qF(X1!`wZ3s)>;#IxYK4NYh?9NY+8yhFJi*Sm9vZEp7HQ1 zsb5_0eeX3HlI-+82V9t6jyXd~z5azwwYUHEiW}M9Rz4o$C;T=(>u&buBmBvNnaG{* zag(#hU+#R-sgZBos^~Wr=DpwMq#I-if8fWVq5}vE4trFd? zXQhNs=dB}MZ+PMM3cSHG4yZSj^WC>^RW$KOKL@n>X0gS|E*e3VcJaDP(>NC~%=WZw z_)ilG&&TmvwQsd7hkVo2K5eJ=Sr@-p_0LV_ej&z~z|(8KS#}_t?&~$n^znX6RZTU( zhq;*ea*6qCZeF@v*8I5s^NYjKUa}4FYh7$($UR zNy<-T^l0pSPVOhNxpBR1k#lmynfKUhxDyZSCGisTZv7nW*Jgy#1L6(`@h#oy+|;L( zpWFRq&{^a0PaF{V6_NWx*EC~qLtC@jbIrRPKX1PL*{EsFe+;kOA+r;_8;ap2Z zGME5@7HoZZnp4l+<7vrlIypyAODN-%<{`&xo(0UK--;S-_#5Ux(JUC}Npi&QOnG>7 zbveBlfHF}LUMhc(^Yu~F0rX!LiL;S-XJA24t`}rH8!FKfrrSpe(&P>9^pxA_uMfl5 z2W}Q4kiI12>}cZq;Jv^~YI_fsy9W!i=EFKOR~QXMNrFuub*mqoaOAmsAGv(V=i71m zDk-7y_PP(7^yukHUq~ozCs@Fg=D|je*n8& z=3z#D;gC}I_i3K5f??&Y%n(xM(CZ#|ijRA#ZygpV;jsf2W1QmU7Nm-oi;m3`cF9z! z#}6Tz-aXr&JvPh&V6sj@u7$<=(Xcv$FvzZs@Ccrz!}n*_91y)ewgK%!(N!#-)RvkV=tKlyS_NT5DkxZxV;q- zD$DEkdKe8UMdVP#Nf+|5zoupCsyWR9Vf}LQeuqVTZts|i-^w!ce!7FYNwFm!@^L7) z>*!Urhqg4t!*Ir<@vNu);j}-zdcdR2RS#s{NFcCe9;|W3k6peX3lQg5WIc{X;ikKx z9AZdP{pjRNx5xH_bgFMQtaql)10A-m3LEyVeXH(k`r|r}@zdWAbI{)woQXTN@hBvav|S^@dHwm5 zyA&GxX!N*+wyK3{*A9CAH-)JExQL&EVd|?vGeZ=yfgO5Ez-}|HA}6Vs)AvQ>xx328 zx&7^&HY%v-iodd@v2PHkjC7NH3d6D{W?Ea+RaD4Tr zUAx59+g5=5h2P*f#}$6j#ldtSIP$+^iXK;5H$m=HRsRVF2LOgY#wmt{ zx&Lwgxl`{!=`dgi2h0A}JP)&7KHr(2pC-xY2ai;s^Ko>LTS{%eqUUqgKilJyqP}faH}uIqi93`8pDrXwa5C#J9qqU<;3PWm{TV=2(I;c?dNu z8>boNA#Zp6MJE0nUZ70C@(0I(s7Y3zU=c4eLtJUnx`}U2o)@ac=QI4=Ww(;nWheh< zxALZ?&XH7QX@^1ZRChAqa#NO>qMux$!MX!tLe9eD*_TgBj*{=0er7&T;4t7kp~#5c zGA(nwuxDjByq98UE6~|b7sqLWq!c-e0mjp3<+RSQrk6_@ms9mr86ov0RLCk`op5>g zcXPxQN*Y_2ZACrp-Ob1aB_ocGi?2*Na)Qxbnx*<&IB{NIP@idha<_W{f1UX#Xg=0%k(wsoj=Vw$*~V`umD?ra(N9|#*Kl(NQ~ zq36t2Z^2L}<6COcUwhfOL@PLwnh6TK^G#tlD>%G@XTm=SqlFQ8(ZS(LyFKjUo}~Dh zq#>P0|+IG z=pK+DzZh9O8dDuzr{nD#VZ-pzlaKK(eXXCHtJ*OMv& zLN`gh|JSsA1sWX|W%8@WQAgs^Jhp>fk@&tQzG7}Lssx~c+|=Q7oaN(3hv_9*xfgwp zQPn|@NtuGT-LslAA1mfr^|u5y3KxGq{%{Lf@7|TP_IE0AHLzej6^4>x58^72h)TUN zW#^}$FFHP)$j2}zGMyxcsU>{S!8%ttiC(rqzsz2EOO$)4^y%g@P5Gqc@1|7SlA*?) z`Kc^Si(|chUk%8BOvfZr1qp+p?Em<%NNE5oG6~ph4@#^*+fajzd zzjP?T49~cPl&F+mKcJx2=_Wna#sC{Ke6VNSB&l|+78 zTjc8Md3<#M3YzLO;5FQaM+J6;(!a62Or1WkYBqTy!+u%iE{7Y?kN!KB6s46PwzAbB z2lUV>Ut=gSH3B#o+a(qDT--3DOAgV~NBaC4Y}$vqjE_$ z8nk90Q94R$o|{p8{7Q2s?N7T~pK6CHo>fOVLRs{>BivO1b}waeG4#GJsB0e#S9CD_ ziBxc4F=FRX?w1xHQrxvzB z1Do_53?NCf#aXNGK|vPViCr($8tc=lF62#hj5`n6(Ca5gVjJFd7)m0lZ$^H}Ps7kv z>fjR(x_)c)+S6QJowX9&TWTY-#4#^SVPOHs#I14b4O>m%78z{RhZmu-odz~6A@-ih zbom7)Bb6#lcQrfKiz@2NOd3}j?t6)?lE{zhX4UXGPIgXJh+Dd_c~;~h&1}l;W&-EE zE33BLPuBT(>@|35L<0Afo;N;ziO0=+c<^Q5-VTUZ%W~&hbK(W3uYE6Sg%iEIFTmlJ z>?kfuY`3mknh+z`s0*js*P@ZiUWkl&!EA7Of{4|aSBM8JjhJ}5 zvI*7c3U~JB4OzXx&n|WzV{GrSnjh(A3@|{8XP6E6)jla$2tGR}{GEineh|4DUTR4mlK-y@y`o z`%GFnd0y|id$qln^;6IIm);of-dH1tPNj(p*t<^`2TxGI{s%di`dN#)I#+O_iZ`+~he=7srXEZR3yQ=fLCNB}rR z2U*p|B^att<5~-ZhLXF}@9D~~byqVe_st0n-tjhjD>3$wT7vcy3dnf{^tFj`wSh*7X3{0IPT`9dE2nw+oFV+nhx=~_&U!PLl~_vtN1CaSty|2 zNMi*~ol{M|>A#}*3O}?jyFKw>!g#(HDc!C1cOE&I@3l?Diwh6~ z4%WOFBe7*aHORoOsCyeke=q%Y&YiaZ>}!-Bz0`lz3UZeX5CCcV!!BlF5aJ2eo?qY`q#3)^hn0hN)>&Q5i;%OJWsncAc>bDp7SM_`U zUqo$PDL@dfIG+*fh=y2`l6m(0g^2F1uX{)9NwnkC?Knj{;9YH%E}tOpk%Lgrp%*x! z0mOa@aXM&At|tiR$PPV;;Kjr0`^`|)c~!a{UD$r0?`)=`XKy-`Vq@~_fw7)@Mg2o3 zJjCONY^N(u>IXo@i65AjWexIz*Duh`ya=Y4BP_?Vgwx)X?aZ%&Mg0Hc?9GvF*>xph$ zg{qyevFqM()b*;4Ad7eyC1U>c9=~$Ho)zt^hfU^Lli6Selobg>eHuHy11clNsxfwc zAWNL}h=Bkz!&#%`6p7@rz&#%W~E24tWz29d%>Lsyb=Z1nMEg3iiKZxLcqp zYWzXOjYTcgGJ1}uq2qSxiTCvNBc?nfWhRBsPvki`><4drHK?g>q537EPs-5)FW&}#Ub>6nx^$C7Fv8RU(M4YLdrTI$Ro*7n2}?&S*I=he!02490gr&+|m zr=VVL_JMuhJNf=)RsZ^4MD@TyoBAbw#6277+ETq>5G)Yq0}@{2T!4!*-yc9!vSJ8? z6^9uSSnYSKYGG3o=QPW zs$G`kj58S^03>TXo^iG437Ay1BNV@PdYsXd+_%tU>BY$gfC3eu;oMqdky7!G(L5qRp~z zT6R#1EBlt{@SX6PdD+jqkI_58K(1)X7Z_)0Gu~Ta7t?lckGKv!q8%2fs!V3?601gT z0XPKhNQi}q+Eof%h>W9h(b=V_9YiD`0Ax%wFa9einh#T|PW&A-&mbIPKDmHyFU?h6 z7gEikX5T&=*Y9;-ZwI`_>}C6hlIK*3ndFWto>VG}24z94+d3OQVYR)4d6GaZ{c`6s zM$`5hQOz|uoupnBL7^FLRlgd-O)PjuF#%QL&Ez=BGOQKw zB1_{jjd=_KbGPLno9d}O4u94f=~|X8+g|GN z`Gbx3rK+bul^;?Ryj|aFK9nEB&|`N|d=>hEtyWQ@-DtodU)#G5R+HrD9ra~u=a$Io zwhUf3_}bsG^F?)R%ucBfjTLHPG$hwtU$2l1!jdNBWG4K8h(2&iQuLy=dBc=;I9jmK4G8+K%=g&lB} zfz4T2t&4_53eFB z-=H{zeJNkb%UTS~GJErCwrTw0CPyqJ17iDFmJhXvn9>CV=g~|<`~uUH^{vjpl2k|3 zsZdGlp}>B+QhBC@2FRw>GU4_V%hHem_i1LpgG<~l945mn6e;A!w)Gi^NsAEfjNa*z z%pCBv9K4q_8XKxJ42P9Do=GTUk!~eOe$GB(bQT8Mchk+{;?HkC7 z*6c++7-ccUj>_t%7Y(tgZ0%$;;Y;e7ji$lo`2~7Yi4zw9_fau=Bp(1{2uT#3^cez|33En}1q;#M?OiV~|00WVfq>fYSWSSSW<9REl z`S|d!nVT3C$;YH{`<$&0wOD9GR47bd3}{uL0gVOC4b;O@^>q@gO})%EJ;d!`ejyn1 zIh>khO1rl#!aI1>#@VX=BckvOx?z2&+$Uu;tN%>K^P%qhJAUxD@_BmWWgoeuS(eN1 zkK}PHlu%)+|~LU}Rg%z%lhw z;`>FPE%mJVzR9+z3e6y>_cAuYDZ#c!39xir8VxXe=8Pe5k&QsUQ0+Lfc2H=GS;`44`<%Mi~*jMsX2nr$HF|j z@N4nRB2kfS1#F)K5a$t9VJquyhRJhE@h5cIIcc)I#5V$mq0o*+iD-P>!n2iGZxYr@ z>+zq+O1j|Wonw4_s}4UO-}>&WR{@WT6f}07-+a2iOQvlvv^~mOKKCyhhg&x|E9;&c zb}y>rI#^YBnbk~srwkHtDx91XdK9R5Kuch4Ck~Qx)U0@?B{gPs~Wemi}sNW zmieyJxLi{&gBij_F4{4MK8Jv!B>;kZW^NwN$H#*HPmI?j=+K?W@MRqzGNXcqJv6j? z1ro`wKzyOzcxwbIfy6lL*~Z^@^-fb6?qVI}folC1_Ji6WpUmjwayqL)S=2=2kE_EU zS$OomPL^@0H{8Q(#|^}A-wj37W}a=bDmLE5*E2Ffv)Ia0EYwI~>U#Ugp{SxvizD0N zwQ4&W6(@Qs0;VINNCYr5IV6f~+ax@XyR-(;LF4colK#=RMCau)}C z{If_=AAOeQTaMtD6Ya8izmqQLs5U;T8Yl;X7xnzLi!A0qM1aDzJfIVy`V8w~MMlYN zwwNla=C563(w|V+*?E6$3o~+H;I!6#et@cFM?z8M=jJeIB^=?;tzqL!o}v6gHB%E3 zlxgj6>_t@RH0q*OFQ6LDkwD@6dCzN1fX@kG=bExnk;KZ=4D=RIiPCXRuc7)_?J8hp z*3h3@$_#cG`!VluvP0U;!|oY8o-g(>WiJ?0 z=?vZ1!ra}I&9SE&sp9E}hMV+lB5#MeQqO_-`8<;?5sF8M~@nG52cTjOTDpB z3AA3xgS1^U2VKkSOyd3 z`YlN%0^<98h<<16iB1#)!uXi_!aZuT`+h2!5%x;HGk9rG+K87<*tpOC_#glAKmQT5 z%BQQ>CMgup5B9PW%c1}Vyjq#Wt^m9@10J1C+^aBDpTN922R@G%d`N>rM(uBI({u2Y zLko;NlS7NXG6MjzMpVI6!E+|57D$NTZeJg!qsmBhRP5;Wfx*zmG0u>rW1j>+YO@M3 zTfGLx4O?oYiotx-7(Pin6Htqx_zyft(!#sL!qgt*h8D{cCe9$SvG;9CFJg|bpBHoJ z^v;BG~m!Vp~$RslpuEX+W$c-nXQ4*U76mH@qr! z%0y$QPMOYC)V8bkU!>%XL>N;mr-QP_Y$%K#;0PLBmZj@AhZ;lu*A4x=2CY*$XVmtcaX=IaBh#cUipNj&kNH zEuQncrMg)h1oEXizi&m#S2tSQ$agVgSDuAkhNb;+vB;abgc)AS<%mDbv`g;RBb?H> zGDZ`1o&WsTfByIXK3nx+WTWTL-jCVgc)2gl%nF^4^~*Bw2Tu11JE_P4s#?^O2cNwd z^{V~3>xDdt%33GBY0-&|tiTo(^%9&FBwb4!2a0o8xLj8kH2Lp2*vgS`2M6?_paES8 zZwdL*D)9Z&Eql>`wz5iealueZxCX~UtTEOmDeV|yjqp&0g^S}Y?uQFv43ID+ZNkbN zd4?eD6R7RlO@(KhIol)YykT}xQd0wK8RL`;O|U>1PKgRatCwgYym~bXsc71wl~0>n z7|Jk$4f?B0I}@lOiQaOF0FX#6^$Nt@*n*t2;oNw59A5&rMhxboH5xuQ4;UWp=~~Nq zk>=W0C%3~oZ@j(9xB2|GYb3zq)w)V;{xTo%VsIoH7tYR-RE_NSnv_-cD9~%?r~0w; z8ym?h>Jg*H*ys0RF2+Lb=wMxOT?I#;4#PH=SshJ-GeZFv8wqqKgP%99;S)!p#tK#!>IU_GG?G|iN^Vw(Y_+dSbSvCw<7WH%jf2UY z`Y}+Gv@PWPQI!oDI}g%lRWihWQB8ha9GP=ix$=GHLIHqgNlSQnWUS{;?dg{>(7?AbpwQj2WbD7jvH*)pfpF0F*0Y#~A>kyR zJqh}io|dQJ&8jraSU|D8l!3|9(14h2sqz9R;W@_(wfGZDYT_tl>BPcX$B~02Yi!}p zNVkj{3{WjJWt% z(}`#<(Os$mMoEr7!)Xynifo!FclIgT3YubyK-J85-S@(r29%!LC3qz7>8%0KRCoa3d$F} zK}F$pP@_SRGROCRN+d!@W*~8zhYD#;8Job|UADHGNt^>J7Ya39s%3oNoZMK#QS*y` z1Uv}^bCA#pIv&YFhDZ3GxL&pQdslwaJbv~?@*Nv~KQK`I2WtU~!aDeBMm5158Sz8Kjv9miIWzhF6pGfl@aOjneD~?#e?E zI#UBdsMCis$Ku4JI#CB%5 z>0Bz#0-CcLV1VC}V#a}~CONdTFXHE9`RMoPWF+1M4Of*xL4f{9T1es-YcfW~73|a$ zNxYs|nAg50lRC=}5jES#{ezcp{&3Bc7>jU{F_W9v&lZr+0HU1RPPd{N&N$#1l!m3$H2{=AB(4V}Q`mx9jpT-l_|XSbpid+VNgT&2b7WsG_yLNvuoU}NHe_tBt4_RP72D* z30G>)Odu-$?S&jdcT(gXa-FD+cm&yn08&S;mYdH-&lWt#mYG;$22DR-krMJ29C>fC z=IVYob%~Bh+9H9gZYV?e@XxOyoQI~ew^rtFvmtZA8*0SS`VgUzJn9d8C2+FTwCT%v zvZ`{_AT&ZyoH}AImA#YI+#Iqz;k3`PY6A((BZSgOVEFuuKD1I=802B_4-^uZQ=(Oi z=HbIv0K7Ir&_I8T#}|X0QsLBX7WS5&TVY(yaMT4W$*+oL0uf-1)HV@1t%9Z-)%e4d z5g{P2%&e3(UEhC19h|GZ&f&VM)(xND=0hGAJbmJc?s5=Lu-dS=wR8F>0)ii+FypTI zWmIMcC?5SXWCcagkI4bS;M(Wg&ef={egIY>qD%Da7_S}pTKz9!57nHEWpUqj{T}b@ z8R78sMZ50F$^bXk(Tt!7M>`L#F~}FEx~I5lg;mx<0a(H5wMx9;&ktJ7P4Qp{$sdW}t#yjo(K@DT{FN zqA&g{EKdd~?p~RWMe`&XP&!CUEC-w_VoyJ>Y z(K!`nC84+NxX@_BRD_q9|E%8Q?Dkaxtw$z=fK6%)dN{o0OFeO1gG&2st6p}@=1yJ{ zg_(sLygCa?8Jmt6w4FslqX6xZ}&OiPRoZL){T3_xILhnSscF)xjch(oTvr1+pWtU>^x^7IfSOB5VsZ)N@iE4?>3U-T z=1(G2-kqR6U-Jq)4(Qv=>6qdq>Z1x}zSlS)+ycvH(C#cVTGxZXzaItJ0@0W4$nb3! z2Z@GKtn^GtVi$#cOPUe{iXIeaa;Vxf z%LO89eY%jAZw}QDfyJR>a3Nm4-e7kjF{sk@!8lnKh9g)aV}u6G9y!W&A18KA%8^5v zR=XA0*;3|1&Kj@wAgpfugV(~5MWFoCgVKvOwM?|`;2bVNivsE-rEeLUwwLh-wP z%6JcxoZ@y@ffUbB8s}mpb}E6AR@~V8z)c?`-IUk!M!V@&l3xvR;*#R~Ru%h*W^4wj zXfz{{X>TSS(z}cs@at+RxTH0#Al=`}SkTZP&s?aik8vYn4|suiw`%kzCN;mVqHB=HCAQeT;mUOE zbino+YJzCGS6EMyetPw-B_4=jLKT5VB5``AF3ijPq!GBltqgHRDY1{Ak=8!^?cyRjwPx&VgfzEC>FWO|i4}5U=P^>+FTn@DtyG|kEteG}7 zt9QQEZ0%ejt;Pr+sk2jm7r_cqWPNF9f+@5d{rJB2dv?sf=I5;Z4e=Z~r3vz4-#n*| zW@)P)vK#H2X3^1mzjxF8M-38pnkglvnhKRzyY56PvC&F0M1I{!t5~KnVs9QdmiezE zy`yFmbI>$s^F{EnALgX&Ff{WV5cDe9kA6wFmkHMs*X0Qs`YnRju%0X7B>AIA7jb)+ zhgdW}%Ol~s-`)bYzPDUvZb#HiD%+tl7IC^DP6YyDGHs;}Nn3e%j|8C(vK#`$ePaNK zBD-kmo(ZeBoY*((wD~OJrK@jC0&6c8f%!%>h`7wi9Xs*#pa8!msj;KrLN%KHKoxc& zG1ZDBCRBJE!YDj(@`Ms~$3mW}U(f#vv_;B@&R2&z)(@A-5&`z2p z2PQ+kiyB_pFx@s3n`dFv2w*rWNVz*o0>pS=AX$;`k$shk53Kzn@h8pKavBfB-ua_M zELDh&f)TjF+l1xBfJxk|3awrBQzZ7QMwBMOp*06lEm;O?)03FG%mh@tO==;Hz^a3A zp%DK$Z3=h@Z(2ntXG-$e`JiM}w1uHo00CV1s6@@oDx!o*j^_~c`1f6H5|+_v-E&BE zlc$G1hjPoav1Rk57o)vhXR^u>Sd{{gjJS_ec^?@fI=3qkF7D2*-1R6%E^6(yFkGq zmLWEjEOw71rr@~&Ng=$F&ctDYFc7RH{kc*-#J4051}g4f8`tSqn52hm!a+FXoJx*S zvkktW_0ziH@)|*tVqRol={puSwG9qBWorB#;>Ca6tQ50UKJ;i~AY@X05E=bR9zLZz zivM%$ROeDU$MdG6zpcrQ-43_y0~DdJGjRX<@?VdExzCxkj;ifvVNJXm?`gATc6L?p zXog>z@2Na%n}1MC@<6U?`-A#9AIN1Yax;1osNT7=NG+EH7*P#@hi)q}?g@l?$zQ|!< zjY{Q)HtVolC+ThTJXgyu1vy!J%|^Hgp}JY0kZ!4ki=C8(WNT4+Fj>l(^XO*j2ba#dg~%RyC{_ zu4_HUNkQi0zGiYO=+e+<+iILbpKE!XzF(_;0c_4kE053DxZP~r1_)ohVc=xzmkivd zXzxp6{cVw*wp|(BHe|bY;I15%-t65B$Lf?PU2h)gpg%&l4*Fwv8k60ZtYRA{s-F4KE&tOR>78SGnLhvTgfBg6wrhBV`QEk0Y6w6wNlpF4q^fQcMx_W@w0I=bK=?qRy)2!s26 zEhRi>wZC~KdEof9uz%gy*V>Z(>&fYf9WM<)wPt+#KC0duN)f4$FXiRVdPi(V8AlB& z<@(f&@l`F>zIEj}d^atbe}XjxEB8s(tRLPW}}LU@?yk4jA*nAi8Y&PII2bIzlR z24K!5IW(MeiBgeN-r-LCXZTw<39HK!)-go4@C$ixQ- z?abOp3a9f9Ylv=OMR5}WqgJO?WIYj9y)#q)=d!hjljZyTtVf%bn}=M2$&u!ULIMTq8_3iTVX)yfkuZ9d$5Q#WH~Eb zC+WnKp)#0`s@CGfN?o{95?8z^dT)7=&QiRPiZfEBNdS+#7a>ud-S(3IS_Ci{ccuUgRlEwATu9st^ zj&|5tqQF%FLsmz9_7|*CKs2~a4RKCH1)_d6k{Mobp+ADP5g|Ub6UfB-N*cGW)s(aj%YC)R$x^x4NDgA1yJ87 zZXi2nGNk*f_#WzTGM|F%8i5(tt~?z)NN@d9Y7uvSyp8#Gl@wVt6+)U6(GO}Vbq_ys zsj(<{j%ws+l!ZkV!!{TrF&HpTt0iA}1eKOZ(**aGXa4m7IQlaT9vuHf z0J4+5Q&c@h~uYOVQO{akY25lz@+%tcbR# zZs`LsX%5HsZob2SJNEE5&#Npa3`}Q>3;PyMeqpa4up&{iF!Z8oN~db3K68c&pI@5B|jLyZnVv#brAHV3=m zj_{osCHB%I@!Ro^HUi3LZP_0WRtgwtW-%&cg)}XQmV&NnI$n0PK+E^Roda;Y0a$J< zH}8HY+P!$QDvfPL6Bf1KN4c`dGVjCK<{g%2P;!UURU$iHC*d8j(Vl*}8W1{3iV2JR zJ#*BFrGjmedNbUi=A}8Jg&ht%*;oD^i?T^2por_A?9nrQor}{k4NQ+<>T9{$=Nt73CihywE-uLQz`7>D48uuU%HA?@W4{212qmjkGJcjth00?WnNqCy7l0mRm>1DX|b+Xb)S0R-Tlb3`TWzZV-_sdy{IIQD|cI(7oS%XLPjg{m&9wt{k=0L5Y_j1Ol-kJ1S zA*Ca@blx^Z(Uq=m_bZTQ-gyJK-YO7H(vNu{9tG)j*gpzdo9(E&Ds%NwbtO6El_nl@ zypDQ|#vG%4L?<`S7RzlVxQ{Iqu)hp#rvA8ZbqHK5#$_1BvEsG`D`k8Pk{M;R>OO<( z^V4c$@$1+d0}_LnEoqLPxd0wrsyjc8B#Ex!De|ywyNCE}(W{?wUx$d$X}UaKk;=JM z>UM(C*19^>r<^Dw_1zIjhV`8F6MT~{h)EN{SiRpPa{o5kk%zq{U*GH4@mrxaF7|Fj z>@9-oH~<>%!`3BzSjNmaKw;lXah{}``c2^TSa$@AVmGuHQi%aX?*qpu0Qo5VKEDqb zQ{=Nd?dG;4H?tk7fn7bK;Rcpio-^eDjD7VkDvgK7fiPV4B#gE!1C)n&jQFOO*eRlv zyjLi{qw;Jz z*yvWx{s3$9G3 zRdwNjH)|Uv|7KVW8svso@xst!g^MJxPDUBwwY%}+}3QJIN;6OP&6$iCW0%F zv>y>|@7wB1Oy|upqaYmV@cFVfN%*w|u;FrG)AV73RMUBxB9&F~CT~kVUbLhL&6-8E zqokMPOA!QxvI=7+<%>!FTvDz{W^TutRQ#~+2ggmbEMw5UwQBLlCP)Mg8F6N?nE66u zg~+j(8@c#o7qUOMcmV!w|8}Z0dB382qucrn;Vl6yX)<_W{iitf`6CArIsoV(r*!WUY6s zcWtzUJxKiA5p~I7OSm68blu{{2y0KWjl`O{M!|JUm^ccfzDgSSExyl@T(tb0od?Lr zZX!)(x2!bi>);Bkm@@D1ztGNhmjBz`-o83j)&tB9j|9xRcUZl>c+z-&Vui`}20ts5 z>*|%c7q7AWTqaO$X@lE_4NvQp_hA67iUPepYs+)rPx4sI?R`j8^`b?VLBD=p5*^;k zYQE_xtAaEi;~Tn*nt|qbmG8hW!i=G>l_-(WCbJX)tfKzw5+DIQ00bEXQ>AQ7wdf*{ zEX_m1WBFJc0w0rDW}<@WH?eC~`1^wD5k;sKk14OBQ~%}Z9C#lOsAQfQ|M-&Bz6CH) zG`+7N=DWQ;>Ed$yd$HlIQMCN|p_0R|DBZ8s|fC04usb z>e%jKY}e4LN0fgVcHLmpZ*j9R8RmY8l%%!;!S8{lKy*{~6uK)Z5QqM#j?Snv)UXM} zzfWL3X$BQMAby(p^dAMyKBzZb28f(E!SqxcdZIIQ zIi+o2@skzqctd$@m!C{Iu^SPIh)bnBxSJo-QRa(JxEY5RGirxCnm&yg+Ac?#Xsmx6 zCFQ7*70<;XDGB2jm405}BekBX^OjO;au7606i3@> z`*TSis3`HkXKL(gfmfY8?#{8M#oWcMG|fsE+YEP9H-5K;;lt-RhG;Q?J%cg*V1bc{zwl@gc{GdE!epviK4B#^ zz0JUZ#!9?gS_TedupUSlz5t0y@iqAyyT)><#(09)yxno0+#BJd!D=LgvW84%dG16H zO>^!=CtmShOAOQ@RhMB&(hKu+YJCPN*FigAW@KHVCskKuqt%OYCcDLbJ(cCD;BK$9GEE;6WnMe00#8_!EgTnVRH!&XBy z+_npC@C?>Zb*k@{jT-v$#gf`hsIxi(pv|>b9oL(D2h~#`xMhv75wcupwPF@6EYC~Y zw=8eRmeFQs@*CfBZ?mH8n!K0ve`2g|@`AjOdH=qo(SLKt=zaxdeSpnS1$$|lny075 zPRQ3F_$*pjz5-;?mgRS|@3aw=O$<){IVCaqqFqsKBI6qFlWUkaOreNNf}=RWtHUuJ z3rTZ_SWFr_gFr8i;F55VC@&P0!vro{gE*a}#XrqTQr?X*ma#A>J~h+2bgOIFVPU)t zpIpYEMN~A(cv9Y>on0(D6SL4R?K0k1kH9LVh_6Y*ynL#upb*yX2&Z0wQ4jqcnYtl% z>G1^Dv;-u@K%-5d0+M-YpOJU_jA7~_4eE&e;W5x$fEy8> zJo@ns7F|+~f+kSx1!iWhW)2yhq7B=DxRYzWz&8t)1nF0h*}5?(p9O`5OJCq2NTm|= zm_S4rL z{U)V%X^lUNT8r=K?q`b(;{jzd+o)b`a97uD?)q+OdSBn)U+nwFzL(@arF-35HXfdY zYit^Ry+^^^(xoL@x=wfBt;PCJb^iO-&aQ^fKM|qvWHhgn@J`HvUf)pWBvI$r?wfKx z1cp@cczIu4Np8`~n=Ch6g}rNQB0f#5-zQ}|l_pwyJvftRrEfRRfBcXC_@Bav=j;3~ z-5kfuKx^SKlc{gLx#h&e1t}&=*V-*IJ1t`nncWmK) zyx6P=-X_=($~eh+QW1Rl9q#G|M9V55iBkSkSjGafD9JQ&!^;+=M1XyY2Y-^3On_V! zW?ULuP>CtxMPW$`XfZGIOtPx`F;rT$AF4QnQ$z@s4SlpSx!(e+uHop&$u({aw7M>V zY+vR>{1=JTq0RY-o2Vd<_s*X;efqzZBXu#vB{bv!rd7)EaWC#;>y#LJT)P#^HU;9E zi(oZk3&&a`QbknK&W`?d?U9Pjy22ST<{>l0mr^lhb!8&pxwhj`L6b8)xiz6^-#6`9 zv*C|^^legH4+iieYWRz`k(57Qv)fqgd#%wnElB&l?txB27D^&hGYi?$HwmpGYGA#^ z&+@i!)V~5Tx5=6cr1-VvXdU6B22=^B$Sf_`f)U$Qf=!TR8>N`_xxf{!RKYs|jZ z*2Q+XjsDH1_nK;Ze|P3FJ}@yiO#D|JtFe50ypofnP2xv-1Mit}o4qp=@_tg-HDo~r zAz;UBe(;|^&zT#o>{!vCqj_JyR>?=Ku|fE%LYioy5)XELo2mW8XjziXB3bKBSAJ&u#TNlac!6U}W3r zyy)H;HxKd8D&BR*S0K%#UQW0bwNb2tZ5ZwQ$tF{pXA!K& zzi@jn4wT(c^h&R!^u6UJL0|J1;d|Hy*XMF{ea30P;ZzCx94 zAe?_vjp5!TWy&9-U5O}LhQUhNBN3*l4lKJ>UY%E>yP}_u(KuyV{ao${oPf8%`?pxT zQ-^nE5u@>wusS-WOWnoHQ{yQIEF+!WbjEuySY?tm<{*f@B$tGI#UNKto>6_?6fIrg zJ+Fum4l3a$(O}d#ji94wH)sY$ti~8Pmd>n!lD6v0=m%x`PkKiL9{rTS3-vOKQAz1h zP*jl?2+YKqngxEbbQ0!TVU*oo>ox+$(@rz@wOs=5C(J>A?^ zl^7Ia>xL4{^mGK{FiALJ%>{N|!TbS1fH}gO7QbKQ`hC%+@ z8b5)Ho8bhbz!YOOMfGp=avKrR(z2~LVD%wVgb-06rjhV8u)LG&E|g}sO0SElv1CfM zj`IY*)w=qE*jf_olLW!I6~7*0;fd1kzR9s=(T(xgx)j_R1Ia5I_O-{J-Il14G`@-eK)w z|6c3^zz4XgespqS4hbiONMi5lWTqc~ay1PVKBN8|2iK+Hqrh;egt3k^LvcC8r3Hn? z(l-Ge23BNfbm!T8a1uRpuW4;=Q|t<;MruDP`(9ZCR@t^N)mmm-z)1D%kn|>ExF%~v zJxQystr17$Ee$1EK?kZ~1!f@6`ZhbIHlWIJa2hK~OL+s<)x%UuEu=flv<9o424DS{ zX$=7i^6s8yJWu5!cQ9i`#V5>#Mji#oh$g-g*JKqo%!sU!LHo@*uI5-!l%}_ZArj6u zSy}#p`oD5&|JoX1FyF}5 zsT6Ouq92@K$^_`O8Q{w_{X6fFHlH{*`Tk#hJ|{bPc-D{_EK6>y!Vom?8XgoS|XD zIu=>|wYP6$4)fL3+4xI5l=)uT)~isW3Ao%6P|MwTQdVJYg`c<%enBE`2X!5Q1(mZw z1Nq`+jJ#Q3XlMT|Cd>fNIV#H*cpxAKlE!wbCux@0x0y+1TRw(DY@D9*66^+vn=Wz! zu;`R5eZ3JkSCDY^GCZH$3YO3Na+%%plr*z&!}?%S4Ct$PM%I%w#Wwk8b9US##EaLM zh@B!#l-T_X@Lz;!f3oytP85$>T9)cIOMM%lpcw~c%avv5IBVYPWb>Udl^VX$j>bL5 z-qBl;x#&WuN<7*;t(q_6xRH4)<5{(FZ`-9e?1xY5;TegT`d-y#biGc}d0$`PDLT*C z=N2!ALxw&zXwdEum8mS?-l3%^Ri21vanjyI{TXk=e&eOx(;J?Yb_Ttf4jUS9iCA-4 zv@eq%9_Cr<$022vvsuZa`ofZxwfyot$C_29j2TL${AF@wVFd%h3X@GOr$a@sFd3Di z5SZwknr+Oq0rda{Q}IARo1Bn!28b!1XtwggHK==d-ew!UVf;O5f;6mwlc;Unak8~D z+THWwt;kM9<+s2rRg#Ax-x0_B%2tXqXi(o4D5SiyA74laH{ssnR8MT5OWM(rQDrQ| z;8jxXR=@U7GyOF0pIU>JNpD_ECOXV~2x@1+orwe_d3Z1Y0+0Xo8Ad%spw+hil-`nrBl1|}bpc3H810AVmiX2dMX!>)ced5)2qR7*1ZIwfi# z9Zh(-z8?W?)>bLVk_+Mho+m>UwH%*H-i2L3J;YEb& z0E;7H*eM1q+1z#Tm}v@<%%Zi+`LpYy-_ys72j7#X5xJq}7?Ss0YA7v@FPC&QSd6(b zz`GuzQa1*ZkxMe2l=s{n(uaq79Dth)Xm6KRK2gW^qbX}?D@XBz;>4BjG=h-x9hVV3 zY-feVl$cuRCW)^`W<)e#mH8d08ppdNtV3@qp-u*|KMysGJ3f^#v+pn|MG=;v{-z5R zj9xX*ysYZM8^w=>s`^LzwzDH3qOVyGR=eLO>m-ady9Ix-Kq9FQ*lGmXw?m-fs#|x; zL)<1X>LkLlj(U(pG_lr2r-O@ZVSE>Mb*zw;hJg)q^MsT1o?0^)Ox;l}Ws?>I8OKxH z78h>#zK-#_3uA=E4i^Zp*{J((iE*Ov3cCillMcFcz}G7jg{B zUr%^m0rHf)Nl0HkKvc;1)f2fl3+qb$XtPEF$+*k9ZQ-w)WXG0$4NTs{PuqL)L{+_f zHM~uJ(zV+T2QmevkwG;$#bmOH(_{tZ28DJ-lp2hVOrg8W zpn+yCP>}aJlF4f|Dp1$Q2rrAHpi^s3RJZn1d-8c$^Hd|SR&Q^>r$C1t^WgdSY z&BdOKIl*Sh_K)l|F+>c409!z$zm2IZXk)ch5#%!?ijM~CGs2g&`d-)(_i`c7zqlli z?%;_8m&wM8lvGtNdwZ`y<5s^X_AF`jfh~6%j{B?Iij`C+Ik-4@r{{36rPe;?=xfMzQpqm+9&?4!zX;b^8XLj?i|II9OxB^uQ!DVE zb48OGTsw{2^bru{R+D*QCecj9rpVe%s!^#L8%#w_*Xn(^jJ0pEew77jD3anctqY6o zc3;}D+kGv%FqTy}8BMZgh07(EPie5m_CppYYo6Bp!2B)=GPFF|H5kP?B7`)zDy!Zf ze7@a~<@=smjtC2odz^xH}GlB`ETY{FK6ziR6N=88XyrToinz`2q z4${ed??>%aM+;9@8!n~&h8`m!yRK`9X8+`R3K`(XqpZ1Xx>>*@N-Pi zI^N2C7ENun|9ge~T03p;HrW-LB~{co(7AR(xn9pv@2!z7i^~y$np{B)YFjloX{~yO z^D6Gu!@rTW_{J7n7jI~nws&}!!1w9Gg2Y!R6Wk{0#}uXb?-jej8`Y{RpO{M}3oXA` zja^x*ScHUO3hZ{B45pb_As=}Yo^7o7oX!6QX}JoA#L?8V;TM-g%xkl;fCp`>Y}x!h zAM9r)w;Ymm!hA?{_jcVl)C$gwSFNU#tG1a-Ox?wkyCQV&(-z8Y_3GCei+G#>D<&>Qewzv*6)dGc$bIS{YLz) zA^JU~NaCpJ-_BCs2|JF8&$0w*bmHF}=73j^=tA(mWMB=yZz)*%+grxim$A0DimuZ) zX{-%V|U!!b4LTjdS9o67+Q-_(nCLJ z;{v~aUN3=%z7?n!2KrTN`iQ!-J60R$LsP#{V%SzHmeBHc*hwFx*rl@j8%jsPR zDwQ6_1p#~{%UHkL`!Ih536UB4h~_H3or%<->G!?YF*V0>X~~N8dgJG$9#|0%bqnyN-svP+ZzNM(7CFxc zTdQ;Z*w{kR$RzK!9&aGw*7b&fS5SSgqWvV0OD*4E&mckroir3!Xk^cLlI-xhY~_uv zq}?1S@|!cLyD;Tlgf+IV_&KY?HsK$CrpQTaS)geTrOxr%{Vjz(rf2WGL_ULB5jw(XBXkRRrqKh}V9(WUX zWXmB}Dm#c}fyuHH!KQ!xC)*VV>Ai5~`{yCQ?UHw#9@9=Be%UisS>_|dEnzcv9shc< z3xG&EJ}k^J+FB_BSa>{08Cx^Y!UEz@Yw~GvFz2*dD+8=`S?47K10^fBsAaC_h3u`_ zXQT4D*iEID7iB9g=g&UA#U0DqhENypAyU$XRbt;4=^SRGlj zrDs#s)mgJ;$0u8+q!Ot!lL;?|e0=9S#n+ia3o6n@88X0w^$Ql00-wibZ0O|RQ-qMb zkI>d+J-u$%Psy^HJiLeA!oYiG>14p=W|j78Qifm6d=%f*e@W7<0e`$Vl=##vIFbXq zx+aCNL+R0zcmUN|>OId+$NdoxoL6N6emjH9{F!!$ZI9oUMc+lfm-LeN?=@Ncd-4Q} zIedJAu=}T0cM$Txdv~{=j?%N!TEuA=Co>uHgZ2)tIiXn-@;OyJmrmAlbviRWy^-#d zOboeKbblCNsf|fCIwNd=(fWuB!+f0@gm-tOVFmG0d> z^_shqKevV9IItteMmFIKVW7-)lCUrLwIE>}110Z!o+W%`DXq{flD-4axJ=y7T+%-? z1@nL;{^T)5Y~Cb=HEJiPHla93mS|+3M_ZSd!SP8dUnCtnR-DcQBZS&ms74X+T?9xi zDJ~kpZ44rS3O5t88HEU~#ImlVem`3(Ea3S$_|sk1R;XB>C;?+51z|my6s=Ub1*ma7yY=8+qn%4ADM{Dn z?&>m?{97jBDf7xR`X=88!h}AAR@r8j4Ct+6=`2c+z%1OzFsQc*`mc-GLAmgFk@SFz zUrLE6>XM{T;guq+D+Y9tWSL4A2PNNQu3(*X_PvO*NhuQ5LJ!#N3qO;`U0H8BfvWtC zuSnsT_L6xf(*#XlnPb*tToGrZCq1cogatgSsevyp$x(*&+EG-Fb#5F&$unLNwk(fu zSvy60lZOG%PSCM2!e5ssiPovX#bC*Pb)+6G6}*OpP|;vKsTv)_5{emSss2<`+pQQW zw|VtNI)s9tpv))x^)T3N6 zMGX)g8oMHt5<)@Ns|dGXN)gw~UKhdNXi2T+!PQ|TgA?zvqd&W0P>{5O_`G>9)(v@v zixAJxcu{8qaWv&Tx%`z9=y5OiLrDRbdz{t4sAOf& zF^9$*VKX>Oa_dK-!4tV{^(sq-n9L}johKHx=A!L#OrvX?^mL{+xwq3^hDbauIP86F z4FRZ?A`&jBLf`5NiUsmTF|ILOx^qj+*dc%5YsPLWyPffvxKsw5sk&YEd||3%Ta*~K zQ0s<=wr+*V)I(8YRp7#ty+Rb%>eI>;d}>$&VR39j*hYcV=98i(FPXuno6`csY*F|k z*zqk1BZ(m!uko=z_;1Fu+Ym9ale!q-%t^4X!d#|=P}#%wd2EmLjOpyw7LSViWCXDr!CO&FO(E<~B9F#N^4D?naV#WM< zW~j9T5w{F4Ad*Enm2u4Y;T5k9B2&oxbz8+GEhm4326fHF{UB)}Ve$1dxhA&Vo+Vi` z7{os*^m8HTOuHBU$NblPsp!I=!B4V%kFw)uL|F*%J}JQZ)WN~|XX>S)dcBlY1SX!# z75=aUWCArVdjj!?)>$y9Y7ki9pnDVTn3O^oV71oCgwbv4N|G^Dj6DYkvtxVA~+MhDzgBb{t33vWmtG3g#8x_mz}89F}8 zWLt=4%4L;@%ptvI%Kg!TdUdWE5&}wjjnfN}y@oH1OTmJRJo8x5WT7@SJ_h@PE6sGK zuBsQ&v<)ZT;5+cuQr(M`6jm<3BBo=p|2|kI;%F`us+Syv;p*;v$P+M&l88V-Da`?P z+R1VSPB0Y0H`?G%NrU1DSy>B0xYJir!xfvhxLCuG(4I|?ES(y{lTDxF#{neCXkTJ4 z5wfX!`y!}S9@$TNXyc=1q_dKWQD4Gz#Zn_EFkNqJzSY5@966%e(}Vp;+^WdCZ>~bI zLKTucf}ii@=SYi}Y5`%VBOo9;4Hlzhdxzlp;LRp2 zfLw1+p)zB=#o%UWYDQ^m42Ea{2{xXN5VCl5tdR!N9H4`s0+>h{wt-rJ?<9#qm+#xV z4oC=J6g^6^xaQ!;>Q3!$Us23a=27K@kvy16U1+e5dDN!}d*vz1&3GS`ckHo%<_;?s zk-_f6IC&~!1mT|x0SSDaMR&wNLX^cAk! zI&gd~K1=cVdXy4>#>4hZE?nMQs~l0l4G*@zFKL3#R9}>> zn=-xLbgH(}G&Ps$=e`ldA2QD|+bLRD9`>5hvivGE51M#aQb}wa1W+|R)#JlKl2JY( zsqrFel4pxm+y?Osii&s( z@@*;*2*hDSzfM085#&ivqbR*Ob|ApJnkgr$qar5^OIu>FZ|3FXbu30>^86rhIRZiv zPSPk%amSb4&H)3W4~)9>RXY%fj3ys}thB*$TyD@5RuLS{wI*p>LLeOTj(FR*-Nw21 zAC^bb<2~kchtH8>@`4UIyu&YfWj;51k9_c?mV-9uB5tjFKG?QZxUj^@9fiRj9XX`U zydI^5byJR9wnqdLWOUZ2YxDM&&Fz*3iBaNuQEn7T40%~M4br<26Kk4!Q!rVuYN`^x zdzu0Pqz*#jq+ws6AhDV&sKOSss}Lcm`Y^H+R@uv;L{yIkL0v@*{swFhKn*?%DO*H_#YNZ(Weii4IJ272?s_WYgy=oeID+G+LBot+1 zb}^^4#C<;6(=EfqQake8A9-%e6I_O;p}ZC)d{v{}`^a^#TyKYL@}A^5x;|ZN`ykvv z2x7nb4lyJ3gS6OpNq5asEsW3bPP|gmUzi*{oykC}6IknR*xtbzJ;egA_B{_mgh4O@ z4%;A*VN=3%`}c&8k#6~Oq+6bDyNq&u=DEmN4@x5x9ktXlTT?pRN`ukX*|Tg3vdNsM zmiPY7H8M)ezJ0ZSwA|WPJIy7-_gY(H`zl>`on%@N9A&2bKmYIl_rFF;YZq=G(TJ6W zu?Zedg#ahkmU@$kOvb?Y(0 zap4_)7o%+)!^V6>!H6TRmg>VvnhZ$XThI=r(qwaNj80lHzQqJIzTq)wkU-ju=4ks{ z>utxb2{oJoM6-C(=lz?G$h6NK*4{-Jk;YC!$Z=nUK;m^PX}&u4Fxx6lh{T8|bbGsdLQm9sSqzRVx|8=r zO_U|A9#*A`=QK=ez;4p_eVeQ9aEETiXL(t{G5~#co#TDeDvG{$+Cn(k^GMHlv#wwA zgpWL7KziOS{FkNRjVY*G&pLi|O z>dTX%v%ct3>AtA=LD33;w0fDpdYLWLA6DS9sV5_<0{|Tjv!geqN3esNgn$#ZtQDEeYqF(tIf)(Zog>ScdeeE`-@UrSx?eVj$IXy@zzqXiU zvBQv-b#a2uTD{6Ag)FuKL{;z_4vK>g)_|=U$>j1ovmgqiNbYmPc&}b1(sTNmp{B$E zZO@^RFCyen7`$ov6#Kcf8oPj%eMvu{tLpLISesoXrDiGV2RPWS4mDv^elV&*BVrI8 znnZq@0Tjw1d{_gu>B&Z$5^Iyj2!R37^gfruIUr#^;$!y%co4?R^b!E`pL`*!EqxXY z{R>{ETG||uhrSi}bVabPE~0aMW?UlmTzpFAddQbsTYZK3aHMP_Fi6q0T$-H&A_7T~ z(uRz@!Rx=M4LO%n*0l^$0u`%IAGUg|eg#5&AB)kj_A^K@zi7UzxpU zMc3QsOL|9VRxfte2BFM>8(HQ{y3d#NE3S~Vv{d`#!G?wQk_m_7>6ScT~tnid5*^~Pe(!3QwTesAy_WLbV#cjun=lR6Gp4r!E}WC zmmD|Cp{75@8+~_mm|FoH4zq4qQlFz6K1NsI*)C$#@-#}~5L|>U=v$kg5B3Fdk7*ef zrtgrL3k7oci^}vqNq#!*47=F$SY_dI&6l?4KrSwI+`CTN(ScRndDn(tY*^>;o>s5v z+e&tt86DrN%pZ1U-My;sqnq`zXoAFT;AxT?d!gGv-F+^f59py`_hxm?(?}D{1S+Xf zB`%f?Pg2U;7t8BJZgq9ndTDwtPFMg2+6J zN?9*r0GE>VVc9y?&bw60G}iX3${N)p-xg9!2NQ-dcyY<0w?!eHffDDvc877V?HPn6 zqtyt-#^&#v$tdFCGx-5euo-ZKkkzbX&JB>}z#WB^+lb3*syFA~w&q=qi^Pb%6li91jr-T?{()aV9PngOx71`^aVtYyj50b!XEg{z>^KRDQ^*2KDjug$2UZk=MYBxQ zRb1`D2m+cF2BxF~;BB`go2yTas9=z~-d1V7N%kCBrABa>-`!~cO!tSQmhzovzRUI; z3c@GT4|>-Bo7Vb@pY$P3s*W8Ox(q z)<9WgJqNy?gM2FvuI_#m&1OCctDxx)8|%^Xw%pVQ<=ry_ zSLsF3%XzwEUHpsfRCE{#r$YKiSQGW2P~Jn*}=AqhZcN{ThS-=?KVepNBIn z+eS&50i?d5-{%$;91@06DA1mOXrQSGMJZZXdPvJz3b>|H^ z{A7Zh%-JgZj4kIGJHHm=AKcXKXMDSVTIr{C|J07Eb=Mpxg5DHxNj}NdHbf1+0e}9D zV&$fh?EwPUXLFp%>t>oeqZ~zF@4hJKaO(DhhlRF0oRo7lXeAvda#rI;M@q^Vve9~x zAx4{I89hmRXkSqbdf){ufxySelZoL%OJYV?5Rq&{s({sSXqrCu8{ugg5|#qX5RmQx zc!Kdd4WNfWK&Yywqp6$l#sq~y)7vcnG?o<7mTbqE0Ye;wS%Yp8czreXhF?m`txZ`& zF5e(TlH+)CGxwo$(H%>~13G#$#?AST)2kbTKX#RJPWzj7a1;X2D$%z5YyaM6=st6# zUl1{t-_n~y2T@{ip(}?W44tHH;O8(t^t1aqg|@fa?&D#>;n664t=ip8QUYe|h#c=q z8wgJOY-A0uu+QEsdZLD&bEkL>=%6C$eF-s7mB`vCn@U7wn^0j zo}{g`xeW3icvw=kT?42gZUYkdfCReKBzZ6-`#Q@edBm@8`gNp>Qj&)O!X1yIDXh|%vyKKpW zvewmHv=4P-4YQ%8P1Kw7&d{)f64wh%?CkEbJUe{Pb6RKv$dQxmJ{;d~i!3da%boUK zamiN_tz9=t(ro2x_@I1>WThfOQ6ZVe`qy9$dG`!ndn0cJy4^7vzE>uPaaN!Z;Ao^% z)(i|N*57L{-`k!@11oPoiMFdpL1^$8wrw=>9NR_I2Q-V2{&~OOH(q~dXy2`URFj|* zYZslN^fg0CTlFzRiOxbp`d2B}9Ou`e+8|cqG$QZaw6q6%#G+s7A4- z6wwFwyl6stI!U9nxBv|EaqJ2R)ujPM$hNn_0A(w`+x|ZGDfWNO={$4pUCmH&Nx$24 zqFlM_(5e7cL0*M{wYp?lrR~8QLsM)J0q=wfGsvWaG)ilRz@?YT-CYYrAdh+Cd4lh` zbeQjQ=2`$&nbf1zG*XRx9%##wP72SF%@o*m<<>>?kz*~S?$Ya?z8u_d*YS0Ek0EV1Lif)? zOTFF$qb0G>8G&jy#F=D5DEWL(*3U`0N@UohF{^xaf0r)NXZuCKy8N*B962)CMK`?D zp%AFSBCAv;ictwS>1hNHwZhwWTAXvJUnhyLf$^ z|2ZgXQ~V@1xn5#AL`ydl7(YkH6rlBeF{kN***A%acpwwua@9u$2#cTOA$DoINLOR@ zkgsq0wZ42|swJxN5H!@&7$@wrKLj)36luNfP$4TYtk1`~RzSR}ajAwJDV_b-lHfwU zi%En*`d62fK5rf{G8gsbsy2%B_fu|+2AtB}e6HFk61N0~lQJCEVpLMZCFITNP$pC@3s@Bq z#G9}k#gp|F-6to9gpK^_PW<+N1(Cy!JMS)os)msqa5~Awt^)@1`(&9bDD^YL^KnEY zOcQ2Cu)&lyI`l5d4T+v(sAT9r10{Rp7$VyRhLCq8iGCz*HTu+1Ze#^S{PZsSx7+$k z@uSgmeH|s$?%J}gE`j#PlH{CX9lguZ(0B8sN{V?1uM_4u@ImiY)`#H7_+4Rji=voWdRvprhrusf_B_+%uZEatpdS+NRJDd7B7@tdp%mNTzj)HIdj~uHL zq^-x1@P9iL;cLDBACA$OO*$5V_pH-lJ?&2DX8TygbRuRbK(~ANZcEmph!aifotkjI zm3?oYwE47!#r1oqaOd+u>vWW7`RVJZfabGij>eM#c4zx>;bCJIZ^!2KK^F$-#Yi5kgFFW{z=7ugABIW-FdwA(k{oW(4{f`U1avetnqdZP zIWkCl1WB1?c-wmTTP=XixZCETQOqh!61 z|LZ^h`+uJ~+)h}n>F4xGLYPok$9+G))l1)%|MXJH8;?1KK}7*r{$_Yws=#D_T#8)2 z47iq^qQEZzth}&rof%^pHX%Ohi+XEaClKhe^b_qXSm|`NFPS!m@h~*L6no2126Hx3VKKXniZ{x=y-}&}_ap@zuC1bB5pjU_*nki@ zkcEdOq8)iY+P3_Y-2<|yb17D@=}Wbk&e<;uP~(h-Txq*By%jhUw5etJ+#N_bD(!ko z>Va*Lq76Q1yKrqTqvr!Z35k`cFLGbmI|-xdqqO%u{?4{1*(3ldsM>M}>L}4h97qz& zE#F|oqmhg9eje@VC`g@Q+|N`AbxNbSTM*Rii1Ie?Q1$MD%dSZ%kZXE(?f0D|3e^+d z94mcRq0WO)#nvcag`p&ECWf;lGiX6)-D`Yrt{3}-_j?~)Q@a?MKTDiQh_CWIyz@!2 z%0o1&4ec%8)|i!1kN3#(?5H2y;NQ!e>?VY?2n` za+0>vR`j8|IW|eEw#x>zR^NLO#x_=$6d6w1TjU!6=K0{wCTiV8CPC8UjF*%8Ip0FW zxhV<}iPdX*9LB%x=;;XJ1Ff=9HX<*@=fGGw{iMAmzALBi8%#O_x#oKzVrBOHluV=P zecQ&87Vp>D$C0*}Yda~3DtFEUCC0Up`gx93vF8Czwx&P*9k<`T!_PLoolwbiW@|NqR1rcNZ12n12NPkFeSA7m`IW`cl;40l< zr=ca9=~|)o(jHw(ba_`@p*Pb}Sy5SNLQ`AKCp9IowjJa9*0yW;)vOfrNP3)C=We4b z#pG!}dKC36mfLKO1KIG}x^~j$KDf8m_3iaN5KstsSR8{us!C!q>02>2NKxuPZ#9#_ zY{QowTPLJB5d8=tqD95C#gZ29f?W}U_Vgd$M^QT)1-dUJUUx7h_FrGUU^6!&Y@zPe^#bCg!Q8>3yCO{kZCux7`*hV|cb5 zgw<39!vW7?wR)Opv1O0N^^~P=R1)4qq9N9kwAH@=><`PUC$+!9I(l<$Q)C5VLM)~w zCxuSq9&1SRY;h#}?I&5TPGWeZ(<%EF&+8GJa+&Jx8ohM0Wn<{=_U1fZsFAuD#@)qm zij@L&U#v>`$FGPq`N_UJw}zjIS8<(9_7gZ}9Vh+m&G1Iprd8Uq#gpD=)w)FHG(B%V zKig{%(hQ8gO{k=${Q9r%^Qn3Klx_3kXZo#Zo(%V4_Fn_Ttw#sK&IUiVAw{>H9!)I5V6qXAS-AFtm4Z(t< z8;iQW`1f5R5Y0*+VxvfUj{ESx8@EKZ$BMobSm32n_?%Bzf zwZRANE%7}8o)6q2^tlE}EW~_e?;;#cAEhk^db2GasrI$-vpF7>FM^G~BLp@3S~CNr zIRj_i!EEXNy6O$4`amJKbVaFN*hBkVs=+gNzE$feB3B41y#vW-uW$I~(|}0JB5s~t z1wk`TVLeU2sK2bHw|nVXjvby4H`?(G>_Av;O24!zVVk5Z?_|1_}0rM1LrXheKxjX^|q!p&lb_ z?akMT$de8DjxbO0QplSNxu*j$`T1aHIh%EK!0YTQOVKq}q@|Hr>c9!)PpRdt*>5(8!}oTI2AG>7{m4^L{h(sccmg~OJTU%Dx2=sDWa zP)^#uRc1%aj;bV`fm~BKow2gP+PzIbO4A4kv<(^xWDMNMvaAsDxN>%NZ?>x)Xcr#$?%)t{RoCVixw75#11Z|8lHQ_m5oQ} zuc+iHVn1Sk2^vt-sKi)RF>w2-88Le0BL6atBlbk{w{lCn<|@6FJ7)Nr#JMDG0q?lHY~qnQZw zP(L&SzXG*MGuk-dj~v1}CU`4fbEWA}9V1oSFRg0WD(RuBMTxla`Ch=Pz>CyIWtNt5 zI~Ti-uPuz+T>nKiOn}L>qt{9DyGrZYVa6_v0keV+r4sx=JS|U^tionhC43T(%{r^w zAGui`ZY z+XruMx3a?;OADaH74^7}D|O2tz30^^Wy!3{hN>*7@s3CJi?EK-oe%`r^qm_Z%{kZ! zQR8cdrQs+i+_O@4!W=ghegVd7R~*cFP47^yT|*&0Z6{~BMo~LSW8Ys!9lLlx%jMPb z8lxN>>Gg2=w*(g=p2bhoK`6P#OUo0B^&*2L5?*r3rhTB& zd2Zf{g9fnGO6V)n*>#@HQ{X<*Z2$!_$5WP~Lb+^sa)`U|HFX<1Mxzxb>P!~yCz;w5 zaWL+mSKa>5x86Ld+MA&^Jq|)uUz^D*)>Wn12WgJawY5FfeZ3f}-dZpRRH>Q@$Z6P! z*1OkX>x^3Op7!e6t8=w@V5fLw9FdCtfeS*?<8Z%8dyE@dBYC2N9P30)14+9yeMa1D z{Tzd`u=-l}y=(%*OcZ#@R(Am@dqxeYw2*g@w95ysts<@8v40irLbVO@;I!w0g8;((vJHjmX+^SJwW4|`?qkD}~& zt!=gTEX}O!1~%Y9P{Gw=;WvsFmaiMKXv^~T$`Gy-d;Pjun?qF09f??s{SU)V|9)pR zifu$(G06vM_P_X|Mw83Pqp!4kUt5A!P>27)PRL>aKf&L3iWZiKxi_>dU(3*O(BA$x z)@BWADUBw01RC#BGxTkg(+q_9_a)8#XJ6E4avpiCGrN^#csI#GP@(4BCp$$8%OfTY zv@E}t>hbXQA6fpo?g;QzykOrosT@QoQP(7fs*yAavjXN&6767_(Zoah9yPiR=23!G z^5%IdL4uF`<0w*(5&rBojp2$vwSaI(lBIeuP!Tml%SdZym?;A)3Q98 zT#tH;@Q2o91Ips^g?Bt(W~c(n0KGd*ryA}?z-)@DT3(K82Q*U*k>*iCF0b=i z_YKHbJWE`48R^LP_VikrcKJY5)nMu%1}Omu^FA(091O;FQbL--RacE(a{%(6#Kv$1 z->Ca6NRB0W-Y6`~%XnQ!hAB@epOu%ZVBP5+gg^hfiZ{mxNm7+gtNAKVW%UEf@49#6 z3$b#~Z>p{TU|;`Xgd~!W2<2G%pXhREvKE#}mb#wPdzQC6NnJoyj+h70;wm1rRu>IB)xs(j=13tq zS@T0tm3uX?Eu`l9S*R+X0_}v+BI|<$J|O^|z9BwrR#5eknCy{8Z2~Wnr>)sTn^eQ)z*&0^L7C$5GdfrzEoP zbi*nUj%eHHv`jr8EEo1q50*)UlO?2CCN}0;rTQ}E@H2`pFbC59-;daBQrW7HUjz9| zwxUm&1pKt7$rTS$@1oYq2Vq>xA`KtT )p`f7wfFJ;xD;q5C(yNi0mCa{0f9A&w$ z)_77vng;f}X;e`!-BeKz78U#}0l-ty*rp3EtnM#-aX6e<_B$cn*$6(17MAY3XPM|S zOBA)0qX30haEkV>8zrwhaaSpb<7={_fE0f24%2(9Zq0L|twsA-TC}gnmJKH^nkH;| zZf6Yxy$z=-05xK(o3)~=J&*D9nd+~ZD$kUE&6Ihj^lPTXGL2rUIOgznmqAggxep&_ z+GRs#kTsqZ(!FLeo@Twha{%cV@BH5F=AOjfcG%@{$YsbdD`*sAd0>Cf;BF_Js!VC7 z_@m2`Y;TfzkoLt+@S~w3sPBJaUZaq zeTxZl0C#GyIIQLx46EtPMUYJwjR2y~5@$#&D>C>ZDO9PFd_(5SROI3X&FR63DJE%~ zJM0~dc_j81|M#dymQwGC#JM2pp{TLISOz2cF;&!Eiij!{>%J>(z`B#dbj#TKAyEW0 zbizVlKGwKGHam>jy+{vDJEx(Hz03RCmtTP&qdLx0*ZTeipgLx})z8rw@B6c+fxPeG zQnj>&%I_QZB7Z}c_lWSF{j5ok0oS^1pJ_Irbke2$46D55OJ(jsZ0E5DG(`Y!1UNR< z&rBm!!#!E+f3-AW2atW%zFI#g{+=&(Hc+&>doDmS!-a15xn%uVq?rX!blWPdvO(AC zFE+A_GGdPuG72LsL}5qa+G&3h9oAmhc_af@`JvZG2mwwRxjLb(I4eN0NE41AF&q6R zd?{^&Gy=kKNAV3%QldT5;E?rm;mzojIIK!ZWGYtVPCtE0VEe2tnqLpHQocyDb+EkB zAdn?&Wx-Jh>6Sq*^9rWDwHB5vS9o1g#$ER$j4(tpPNF^p)Diu-L5RtAThU&v5Cw*+ zVN)L7C0;(Vm%1Y)3}2a^_0%Aev_#~xWEZkbcYNA{4=rDrz`T((y-(q9KhK&8yRv~Z z4ezCcusjJahG^W&_49^6Y^QJ0O)z^~zkXhisYo)!PzASuX$GjE;tfX-Xxv)lhaYwxnF$qKWL-Aj*G zYZqr2M!z!4D3=l?_n&%fploc`-k%b+RuAfV4aS(W4=Q*vdi9LZEPC~f>MS&2XT^}# zUHIDfSUaG=0<#gE8>NWL(O6c&*Noi8Y+mR>;N(E4R--IrPWmE&e+$d3&>NCV!e>1_SKSeMRtGPWdQUCnT>d~hr z0JV^hiCg`3tB{Z~{tqeGIMhNANAT)T89q^{Al2lCXM$0SdEkg(y@sQl3RI-()>k}k z$5}8(o90d^MfS|Zpx`Db^)4`*NY--t+%4`0gJ)=JQPmmFdh@quZygDX7qU-oO91X^5?s9=lk?HkyV&TitNhQzP?*H=doWV4$jQQ0qzL z#d+=D`mRc&q3MRUCSi^Y1NB&894oc$M}&SSM47r8>fJNBiTx2LtP86 zVzuqC;@%5ka{5PfomZAslcTg#f!18BEq&qXplu85A{gaxBLFVtJiakMX5zxvbzP@KteLSA_!XcQ{0M zk@wk@{_*`}-?<8bd<@bg={J((lH}h=vLe~6W|LcJXi=u{%4S6#)St(SCHpZk=zxf5 zt%oB=P5krq&M&s4qg0os)kv78*-xP76fpOQ^O$BHH}G;0HNai`tjyal_I>4KMJvIM zcvUWfoaz?il{agPm-mRKwzyA`pBnS|GM?wlxKz)}?nJY3 z+-K&GVLnYCNSX|v*CB||;`rdu{iqY7kc3k~%7{M6`@L=R`bi>?Z5CNn zEv@EbmYoxD{#h?G=l8R$k1ud#M+lJ1q{j)+9TNI}&Ye6D&1vBHPL4kGtf17VW@gIF zoj{Jc^ILvdNxXDoy#D5WRrBdPUE<{94u{*;iaV!+DFsc%T5P?TCcuyF$(J(AbiEz? znsPbj^9cQHUo=^{U7PUuy^-bH6%DT}C)r-BE{UnSv&FSP_w!H5EP%Gox+Hc0oRz~v zE^OlSIIju5HMsU0#Pg;D%tRk2O+ZYyGz|_7+r2E{#ih z_}ZdfZTY)%2t@?Ey)|}_e5sz`8`oil<}+&^1D=6ST58aMzs~w(}a>1{IzO8CDJecSiPdAdl0vd_Lo+9 zCSYmu6y(YNMEVu+`m@pm8rmIldb%Pq+O52PkvtdYBmKg7q{!Mk0)ZUg;WkdFmx9Y$ zAW3*gydczhby_-`4w_#5rk1H+>7vd6(?5R4?sxzfsp|RBOt&6*>k#U}8#iK{GzX-q zGR(w-9v0n+YJ%Bgh6WHRV)NvJMSg6;>q#NBE{8OnIb98kPdRYDl{Q+>{hlfsYhgyAGrRItUVJy-z zQV{#4NG?!b2w6YxRc<-woIK-w`2wnRa4d&>>KJZWt+rpv+7zp- z#lZNLfw9#`-?sW)*OXrAUd87+>K$5B(TTL$Jj83$2T^f1sM_)xD{(s22+@H?G0KRa zk8a$-VvGdwU{qrya9IvP9nD#+$8VikhbI!M#2E@R_R@I_noYJhkrXw8fN&1y{QGdu zdm56WeJTs(yxB}CU5ZP%=U=^{6&9tPMC;Y(ivgg9OPk1?JymJ>B4z;XsozYlwK6jp z+{XG^&WO`*NW+B^oEFmz>-Go`zegtGNPQx8?t2x}y-vu8aAAHI_j>QgUT^)_tL;Y# z`I9qW7di5y4w;bCA*pWARe~E>$Er||*l$l$T@|P>$}A>RK*dYuGRBb8Po&gp!K47K zG+mC_$093drC_CF-cQI>qwm*zDXTKb9V`kf2x}O>V8E)d>J~--GjNtx;eCH&tz1}Z z4BiT>QUG&RN=9UB9!T@7u74gbRR<=R9js~Mg(fmh5hT06YWl*D94)DPn5YD+udFUa z)L(Z@Mz}kmdV%n@rs?Kkf#_&jS{*%{vR1d9%%z?uc7xs$&jJamd(UPO+Wb_fv4pRY zcnawkFi+5vZn|NllnmMKztY6Thod!NVp0dcImRvT-9uFqf9VhX~ zi`9t#&<0=T3#rMHO{T{rEdQiv$ntX`gEb$K#q!UnmM+}r!sgSf@Wq->Nyy^V)<{vr zZiIc+S^lZ{qg?PHDg235%1wY2Aj-#xD=2fk;&fY5ZI@67-#8wt|Ib2mT+m-1<7jG5 zQznXK+~XE7we+vkR07F0$QM%QpZxLV+a~%~cig8CgdY0vsTtEoj~L3kik8GXNZZ81 zI7=qB*2uGU#&1*eZ$xXk%157kqjFuhpUsZryGk+goM69q<6j3Q21%K(tp5#u7qO=P z(tSSUt7$?s>x-Ha#yw+-B#bz5A(p)lrG0F$<)w`QRhF`97j zZy?gR)YC`L#4d!Yq`wh~^GilD)`p>6jd#q;Tz(p zK&6x39jVpnlSy=C!6kwiOLR6JEM{At$&;p$C~R09HV$zxditzqp`nq8E8@Qm>=#U>RPq-%{pRh;3*$uJN_}#K+84 zu+po>T4p>yF_=s3fH3pX{1^cyqP$l5xQKQZEX6BhJeRL^SsBR*pwDH^hPSGH2kny< zk+pY2!4iIf+QqI+QH^k+dVwlm_as$7G=7(ikZWy$vVmRbhDSGB&{#;p0jS15;R0b4 zG|NW1wVJ5XieF*Ko?E97HrM_~iJp-)pdKaQ8%AyV1sn@BP+Eol^$62cwhP9hOjl6O zR0d69Z*WvF%rLPF6vYH*!7e7w1FgN^S{e8kciHuA{$YjQgIg?j*A47GeL$ztEM5dAv0Lm1e#bG+`WJ-fi2rtuYS?tsT!$UpI)U zT)(4Y%}YnLn+jXfU^eoVlGOAw04NHnVe@KL6Ic2@1rfqRzf3G0zQ<8(RxK1^l5N=AX zaxbZnZdtt>6Z>li)Rft&c%M|FE9f$t7hE74DX%6xONH)ea&_fd`qdoedst>>9$R|! ztXDuQv1dKS8hJhQZS|1HBWJkn)@f5mCwkD0@?^IZDpD4==;gY>?_YgM(pxT*H)1m0 zc=*0*_~#><&5ImV7Hv?aQDRU^plQ7OK-0srqm!i}A`GYhbO5U6Z`KGgm-%J(<88k> zoB+|3*nUbKa?z#l@hLwooU1(q3<`aaO?ePvdZYi0b9d2@+J^H;=lXz)Db1 zJoH3r;&M?Q@nz1Vf8X!F@8b7dF+_2&x`Z^AkWOLHjke8riSIqmDs;xj@C^BxtH$Bs z0H)d_M<9GlorIfj6RJkO!gl+T%-4jk#1?C+Og@FylbfWI{1{KA8uP9cIxuJos^r_6wEx$TzVkQEDr>xdCtDa?s7Qs)849(LUhkO&XT=TJ`M1h7O%z_Uhllo9aXkG-xKN6*o{qhA>4rAm@(9Xn(~ za;nDfOa0~d|C|jBlrDLcn^?jVlvu>PaW4@vOJ0e%iU^P9T#lwuFOuG?m|hRa7%YxPa*{(>@EeY+U+ue!sN!)^W3bkG0D< zp1p8u>P-&m>?Fm5uk!uUOaDW`oi+IiaT}DI_5WE9eroYskKCq!f74sPx@R0c^L3e? zLl2F1xG*b-8dE;Sl{GO2vRBh}I_ygceK{R-i!IUCHnt9AziHlL`fqdpZGQEow0hSt z@T(l0!K1g;X72yjWyv7*K0-c?aH&o%b__P;K$14OFm&Q`OFwKu$c(et)Eb2XRjhF2 zv$P%2Ew3%{t}&ipC}hjWZ+zPyw@J$*cE5DuwdY7|I`iyhd5ENs=NU3l{Bm=az~_1G z*wn9^a~#B1UQVkjpar&4Z{qXI!_thST=(Sk{`Ndl?J8$E^3;T;r|%g+9-4-GX2RFB zwOBCv0>u7tkmB50<{U+z^M3S{$0!m+^$t;R*)Zp;Ej;p5IZsfi<2)pZo;i4ny++$7I4Uwbv{Z#Z6^NH3!(bSW`FMST?;T~pw`R&=B1gm%V6az#{ z;2SDcPpGSB!sYmqD3gOd*parnM;9Po+lb<U*Guouip|dAj^=k!T8i%+FQ&qJfWy|B_bwyCWyp?b9uLa{ z(@56SgI+IyXxy!+?A5*vF#gNTfj1UsJ=*Q_F3f(JXPkPy`FXX#oA`=7QGlEN>!RRI zC&NASfBo#q+gajKRIk2F>yC*hA`QbJ!}0h`)HA7TH+$zLQ%_G{EehLB*-I%M1wv_o_S9dNh7A}g`~|W!ipsJckh&LjKyi9 zIZ4)m>M7?DE5!Aid1iY*#Nx2HeoAZi5w#c>_*FYa(~bLr1K>ttj=Z}SR4-vVhII&x{`tF>xoFvJdt;~J)<|pJ|j#l1!BJ|kZ+>fcQ=a?tebB~f^YM8B@TX$X$ zrn)W_|9a5YRtJd})_w`QZy@8-k2VO&(xT*_VDKZp0$^`ci0^GY-zfDf3KL zBIFoaZ{#ACWR-C`7b4 zuK2|755#_q`tcZ#ONvu5hXIY>5)HZtv-}HkYU!Y8OWpVEWB_`ND5qylx z*2f^ZJ(9UKssaOs1jx}IQGcrQ4aBfbh~HQylGr!uf^80F^H=vos?n{)SRPHj#s(Yj zX9s-N6y2ksUvm|#*_!5^1radiu}S|x0=0UaQ8{LbtlRM@5hNGoCVbrvOZ6T&r@Skr zVZWq@Ktdt@};8(~JQfG9kT|Brb!zKF^ zf;BH5P>exAd-46Af>d1*QT#>LLU(YM{ztZS(NfK zmZ|FZ_1%1rxeXIvF|4hW>2omto4x&%$95G$>-5tMH6jZ3_O?eZ{<#ms`?ub2%HnV zdp66h_lELGM-FEtx=ju#Uic>xg8!VHyj49DvRsl0bAC=P=Mwxjq2*IYB6;ZcVfC^V zJYqU&zLD3VI0OL%(FDij+z3Y9;6-c$9=!8ZDJIzD;5pn0LYaQ{HciLNbQpo&2b*#H z9hTcGPLAbH4Kg)8I2oVgk{p_g8EWl$CF1#aMcA)e4iSmUtFuu_XM%F%O!%_yh}qy( z*3t!w>*J2Xhl#oj|NPL;@muhCTAQ%*n3^<5ZO*}7`KuYZFVp3_D9}qt&CQMu zxO6iM5xS~N@_^BH4wC+?J8g)2eRB;*&0h7mZ#RCfaC#?yks9GFQY zJm|B>Mmi{DzLRY^4>@71n@>^gyA0dbBML+4c1nW-kXiRJ&Out*w3g^sy|k*#|VF5 zdmGKZgI3I7We^^`A3VWGfyRF@!H|$BuM}tM!beUzdM@m_FkqdoA4UzyLng9zRB~vN z$9#Vh1pzec;Gmp)-Q*8_r?s(W{2t`*={mz?HGO3_#=6arx$~Zf&ei5r{UC?r+-<3d zXV02{zbj_^@c6zgA)Ws2CE8 zFcLC`U9H8RM*~}?t?ldOA;b|0T-VD(mi5xS^_WDl<6XiZ4Q$blzHX$;cZ-aVt?f#R z&;ck1lE&GHR-LA=Xo6D_#kP}>@vO#xP3ljy=Uu2D)pBmCK(ci+7NyMZULExt>qqD& zq+iaC2Z>Nz*^`;T)&6p5T|;Tcv~G;X&2bby5jrbsqM|l+Y1X9mJ5Ya`hr;ppKQ+}@ z&4OfXbL`SZMQaqziX;?CtP4qcz@V+wsuaoefc7Z(gj$vA%+kzdHFOQ?sh~aB_Eho0 zqO=-G+STzBgh^sKFfI-ute(#~v}pa|7CG9;N~$2CK})x*6kT6UG6Mwy=i<(x0-{g5 zs~9RhLKARt?>v<}C@*V_n@jH@&n~cP@j*V}88)#rDy#LtwgCHjdjYQM>iex~ghLc0 zc(*v3f#OHB?O>v=MSuS%p7np6No=uz%Y*06LU;J?QzJbhG}_NJ=?RL8iFPe!-ahS%nZ;w&z?>--N;%fe)mK(dUy3; z$hc9asNmK9@#PA7tnm4o<-i*10k>}Zg$Gbs4c=`Uzjcn&qOm&E@-WhGz2LXiAz7?l z^=3BIYtD}PZzXzT?4pI=YV0VK+dKVVB;)taRc5{4`rtQdl7iet^B={jdAq8VM-!}0 zZ4Sb%bFNy`W4n#r8`I%F;Qw_TxZ`T>u(LO~`*4~>bLhF4e4TnOW^#JDjBLL_{Vr-> z+m{G@wf41*=BY#B^+atKKRPOsBgJXmkmfOxE(E?EAuTRl&&Io`3 zBwGVlZ2=)huOTqF__4b>yg>k?(yHFA<8s!9rl7sR^5B%=C*H5)7mDFgkU^h~NUyncEC1Q9KMe``=d+SkBd^|Pz zS=P|J8el+rSEsri7Zo|h`xx`#;br*Q9UMH z1&RLI#~gVKCkgz-=7fTH3KeHO-`N~egdT$M zuzf#zhrz*>*?S@o?I9hT3>)*dsqeHnvtbJwOu8^dmU;Y6B^!#x%4%Ulj$o32o;PPg zsA3Lze;}cKz0Z8;;Xha&*2oyMF7=BuhYv9+zdz8^JK?Lcu1aj&GH3j}lM{wkGf&F% zIb&=5IJyk|g|{tFRuGiJRL?A7bv^fF8pW}ju|k~<-Hzral*ojFcfA<#NRHiH7?83; zy`!<7oEOSl#ijjZgTW*0A*}~5W&p0t+`hgDj3xEwgM1iT4IhR!sR#m*%jt1*+ni@}?J(IpC#MLrxG z^u z*glpt$r%ITq1f$alA-T?`Gs}8bzZ5ByVyF@y`BcPp(tvoW*W#`x|wvfm3dBg9<~I=i5YUzR_B|Avtbv@Zx|!Ml>E;v&_%;qnjf8FGlO@ zbzggAygCM@j83>hc&wgM!_Avn~2E zNqXdv#BL1s*N@qHV-Ry)X71~Ah;wn$2cc$Cf%G`X$HZe&VR8vsCP|Mn97tt49!f!g z1Mp=vqfs#Ba_t_sxL%npTO6_G7x%<8A?d#HG4V`)9m@kDWb^sRct~B?d>U1(%QevG z13KIpAv6!yY&4EK58tzCPx;pU19`5Jo6%Db1dzxdX5K=a8dYf8UJf%XXweHPS zY7b!)-lgH8;PJK)f4!iDwbsf7#;nh}c@#-P+Itr5+rlF~VzF%{Z{|MMcbka>h=Zuzjq38{3y{2)L6Tdq7C3S=2gyubPK(AfJr%7 zlBs%fLc~?VmQlFMdJwxyLqP633vQC}y@7>{&NUe7V(70^+mqYRi>2V)^knQ{G_;!B z7@pFQ1AvY$pQW`-=#cwEEj!mkT)F^T(kMzA&7~oLh?X>p#@;5^Esdh;V(70^8x2vo zhX-d%2Y-1Cx?neTtO8peYEuX4;w>pUCmRHF!5dJtSCXkn<&Nq~GNZ$a_8iz4hKlD^ zKxBl^BIP~?T7X%@q$U7zW+wQCEHm%yeW<+Z^cxS_ZFDZBj~R$1<>}(!jxoc6r?tI1 zlgdpT(&5M+z);s)mV!2eZJRcxs4C()MSu4Q)()p7^?7$YBoi-{6U;X_USa=4TU;Rx zx)xU?&wIZz+|o!BXlHHCrf7d|Hy+S$;X+36A1enMZNp=nCz!|f0(~Vm&TjBXmgttg zo%Qn=vh~m5my63lF+#nv_FZ|nMeSOy6hhRCrW(CE8M}~iH#l6>$%Q5AQyo42>aBO2 zL9!}&eC7~VbJ`}DCRx4znCp9?`A<3`q~I}r>+mgwi^!+{&?z8a7w316e8%zq$yj6`n|P~yC)X}L|NQ+qv%b9}4LKIC)guOqqN%cC|Wm+?dK)kyaB z_ZN-xdyjVot}1@5{e_4hCY(7)>*T*pTm3gRzOJ5J+(E+gww`13dV3Z%SGDf;t6ib4 z3*LG5@x`{n>$s)arhKOkhh?YVrd)uuvu{3`8Q#b!df#uSq_*_95X7B)b`DcWD~>0G zY;VoT>SzbL&eFo;-R6~dt|jq-%9jWyN_L zYgScP*(FdsFTXH?d9=ttGHpDzj$L`U{QRG2D~}YK`dWE(InESz(Gqe0l)UBy$-@+j z;Q=ZF#qmq)AskdwPv1&TL2vdrFsD~wVAzO`S~@wmP-QkumpY~G#s-%)49XlF)~KHe zcNpL?X*uwT_OxAo{cc6NtGUSgREMuXN8y)5>!r9QZcCPDlPpdB7YS9bIEUzC-0i&i z-LGHsyeU4@Ku2o7%KIju><@Cm#zj-(f0V+16J5!E!~U(nv&}b|tGd2yAHGWXLOchX zlD*ro-)P$Qvi*0le~rqn!UTUYScUyIn%p5Xd9wmq{eBy0H^GKgpVv_rl@1pX?IrFu z71#;vTV($G{B>Co=F;OWmUiV4dy`9N2X`RNN?d+#t5L&?xUav z!f>DL9W}6PpzCFG0Z*1&ZNFSNl5&_OmuO?H4Bz}`?ZUOKWn;5%dv)2c4c>O#+VK1M zK6l6Mf=E4e_75*}h_;l?1!S-N2RqYjJ+=#hbJHh$vuh`CZm6@gh9veLiluG$mz66r z52-{{SLli?ugGg<`OK>1jU~l}q~NG#<2imP&4#hyg8|nLK$PXv&8s*RY2LZZep^eW znf@ka`vfE{HXxxdF?-g!fQU&ysW?0OMrxI8hS7(zm@eH)MX4j63Q(Y9Qx2tnG&BoD zM4M0VrNcN4APB=cdB0?V>#}y<^rEnp*+UXH5CU!JJX=9 znl-e0W>14JtSahZ-A+p5kG(3mpLzZ(XK%nH->sadpR@9hD^p&7@D}*W$9kSOJkH{2 zz<8d6s4YkKRMnWPP=?{L$Ft+Ixz(-xjXU_ByQTH#CLeqCRW!z`A?f)-{YE z{*CBUAg{E`IJ!xvetO_EDqQ3}`ED}@iIs%bhhK{OHb>!??;dBzG@|-pxHR>*YPL(z zf0e+!om)2l!vcddlD}>`=hK_yWJRuGp`O-U?&_X79c+j#&_#(|y>n-}^?RqVy1)xG z{$-HO6W`HS++=@1-9=5Q*^pm^vFcpi>a97)1vh_E~-exbJzWs{K3S&0ruJrCx zfBj{tIIF>Dzp3AfaNROEn}dICj9py@Z`PgT%sT26Yx6_VwAT20e_(lVr|63wT-5a2 zw|Jes10l)H9_(1LL$q77`2667-}(*1No1S+RZ%+(Kc9UFR360-+@kF<4_2qk%TFBg z@U3r~$E==b23ey2B+tJUAy^&_O_>qZiv5s;e=AuqdiIc0H4icGn!v#;H_!JH?;qH^ zInI|OGCtX$L*Oz*r=4gsm0$yC4jK3{;jA6fwh>7YU&gEpXU91b`zhnW37WowJtgVC z*4u{>OjZI6-M`lWgu;b`w}(aV{fYFJ0|DukGGCz z3M;mD&KHMj|H86W?pgW&usS{Hpb^ln@lhHdUEe3l7^>3 zzx3bI|Nq{9`1!Rr&W=5G_?KbkLOgM~ycI`Nz}rP3sGdV^$0%~gD>wC@bGXdqST8(k z{`zgU@h3wnExBaZW$BmMb;`~TbUQidY5(M4u1LvDy95ve|6#d2mVVPrX4z5SDIBjc zbNMe$dAwunuJ&AaC1>yOC??0epJ4CN$(?bTg9W)MdXFWv?=&Z{j;G$L5pD|164&!% z>hd{>=8&-;W~4WF!&}7rbDI|CZF4`!%79Fy+|%d>%D2_(%wdtb$aQc8mQo z_Jdaj~)=fw7_^<-Ph)6f{Fu8rR)d47wV~IWI21*~d zys?xMTUhSHMLM)T23Vb(f8M&YbzKF+Z!5C#Tm=b0K21u$)eiH7{(iF-X*vDW1DRsU z1kS=#2D%3g&(;T)#7L}}cP47*5^{cIEP+II&7-cYC?HitDep)70EO%b)FLx(Kt%AY zs!63O+&Qx@8N!?bImNiKruaZypr7oxmmzxzSTycsL`3j>cn=avjL*uHgBi4eQtmp# z0p2KGL!a7(9os*vd|_xcdL%neT4*+8n5~x<$b=lFC)Qh2e#u_#3{KCyLgXTyuE|r# zT%?@SUTw|~nr+{%-yUQB?c;U$23row?+`-={bKJYkU%1bM`QCkW-vSplmR9lwCeqH z{ICN09Kw6WTE+HRPqbFCa3J1cm2*@T^|%tLo8G4^#a>}NCgUdB zGw5*YSe1v%&;N;X@z1O0E3@te%x46Kt=?D6HwD#Xgifz&sQMgc8;qA37nW$T|-7j|Vj~bLsWQX>49>T&9gHclnoz<64Wu7}L0mk(toGeZ-|TSI(w- z*s|hQ#S7-mOBc?jBHF?5wbO0|g45Ny8kfS=oVgk|r`x{$gSS(-FcRbI2w#d}6F=MrVfA8!hUyi#*X0O2) za<}LGfhzAkalIRvgH1z2d!CYW@ z4!J_8*)e7g1*{j1eWE3N7OC!AAih_&*5U%4!Ijx)y5&>*tS*-7tCR0^ksY&MWL?d< zYiw#oWq1}SkM0Tm4jEdb-awsIH8vT{49^1l!69ret%oPog-2rR;R%D4w3nQ$D(cIQ zM1FS&b|0eKlUECIo%iPX>?S0Ca*6u#!#yfOOXHEU*1427|yw>Q@sLOfT_i&E`RO>X@}CAum>X;!Mw;IIw;R{!AD6X~L4uW=!s?B(GxUhTA?EAn`A zm7kGYgW6I%cZ^Npc|2Tb<{aolOGY=rUi$Zc){FnrA6r>|tH{*}J>Q&T<5rW;+tIcE z-i6<+avy`20kxkZ&neEdXg zJAtzrm8Aq3=5Z+K&Pfd+C5wh;S3!{g&#H#(#lk1Kbu1i8mv1|(7FjozC3QckoN4Qe zd&gry9Y7Ia`^UT-HW)#Lr4uTGV}wDxqFAaIS3cMv+KG>CnmLK@RKY>8F2b-1{X{Eh zU&-A1IMpIoHL{R)m=7I;wmcojTl+*>! zcl{DH=H6J8_RX zWAo-vQACe|zW4o3AGL->`B~Nwof-n=Wxuo|Ec3Rr9oeNJpf7*eN%QfQ)psc^2cf$A z_Ip-DNa@x0tRMs8(~ucI<#DcdpnXY0VjM61E04O_8Fcq)v>Yj8!j4I=2S)gXBDfUY zqoD77TRZ8E&*<{Atib|QEfqAc5yhB*DM)s#{w4M*W7{UhS|cMx>VUKy%N}S_*3dUFKjkPg{y4t!5S+Cs ztjr~DVp=4TMPlz1v1pO}jX4mAzBR3AldH}nw>-}NfkI|z=o8jAvfdvYlN$-k#v-S- zK?#aYLm7BwUy2Z(V_aZR6wfehuof4`GHg6jleP8N7?TrkY_wUVGdScVRHXeEMmwbC z1T2TjK~sx~SWXkjUWSScN>0->$?S?cg*<4fiId_tM$C9A=_=pHH z6;YeAR}s20tve_sDQa;lyO)(y<})q~^qJDk6tx#9MR7G*E0N5Smr1ZnN>ezIy;Lm@ zewV#8mJes$%htA+BJHg$MQ+-Fd-<*jyYIDgU@s_JAiFgk1%B3PFynH#c&=RZFjL^L z5Ol(a#IeVVHL~P{E>%PG;F`*pcA^B=UC*|dKs4DYkxb{^5-ADDm3?GxO_*G~OiRz? z{}StExz`qH)JbPNT<<$%bP08m&G`TeP+HCu$l|oIigW|1uO#XU$rG_OFA_(0iz`>6 z7s+v4iJr&fp*l5vuT2nzqiyM`q601kH}m1K-{R!zF%Uw>iyQSW>7yOb(UXKybvu63 zZ|?we+@lAlY4H7)$1;ykDlIQ1Y1kQ3hrIAfbUVGKmT7*m^aSp8%jh7>F)#+Qj3TX> zonr75R$gA3@r@khueavVrhH*=G>u=j&~#{*-{*1mxvLGNLar9)Wxu5LghYh$ijx*0 zbN-yB!8z)mDhe$+$4I9GzhnH3yrTy)_jOMA% zt*r7%VI(M+oA2`>a0*A}`y6;D`H99XXuO;PnYA?!U<_OZsae{Rr0wx&nArgsh|V6;XuLRijZ9QNc8uvU`AY6XV-mOtWsQ!?%R{?lUGz@dom~0C$u!XZ{1@* z+{hR05vfo7=gzTQNwS>nN1-&@ZieTvELmrU=ee9_0@qY4MgNrB^c)GCg~`D}v8OLr zwxjJ^aY+(MCEUm3vAtmB6Y=1fSgry8*g>&`nLb}7$LG5YS8*~@$l|?2Or>qGG3bT6KHFpu~}vo`wRTwm`>2_ zVj}}$h!h&KHoh*V)NcfpLp93EJ!P1DXrH06#bp0B8~B0T27<|u5zY=waXpl9+g$CdsQ%y?0@s_q$9=w%bc`J&yEf2A54pkjQg?;v&cLG5EJ3&dfok?-kkq;=xrl6%^%(1x?2F-Xp5^4<-YbmEq-Fcq$N*e_h^VC*VO(&a=TUq^D7JKIz zU`s}~CH&HQfM;3ww#MW?2Zna^b=9e>;q`Brm8@X;&U+$}+x+w!N$PVVQHEW~A2k>- zeLeIPxuNYN{z5XMLoz7&_Jw5h;E)8Q=ql(=>mZ5z5QOvV+w_p!Mm(P9B)egzymRmz zL}~5)6cK*UkfG??Mp7lWK(e~>9{-|EE{`{d#8H6g&9FqxKvw0gmS&G=g6~nFu8Xfn z-C(?vz=DKbs$R-_NrTZwe#yl?2`l`}mNy3dNg_-9jw8p>6({M^1v$O?b! zIP!W{=_gX=%ZUN%ywLoBQgC%qS6juwW6YkiCZx3yI!VNi>OJ8ZWNjF0`K365z4D$3 z{k0g#a_Tp$@wGi44@zMOIKI<05M4saTOd}xNRMD)YGoBb_!U^jAqt@v zz&ZVDW3a$65URDQ!}bGvhH6aeINZXDMOvjv-KgVo0gh{z?O>s=T?SnZ8-vB(9>OMx zv{xL7E>xZOBOEc)x=~fnN2%T{Mhbz-O>(t{@44N4SflQHZe{-wZ&%}uK;?qF_Gjr* z&8r%tCq135T`=FLdwJbP*!Su3N|_8A>_aSqF7)qlCaL@Ma*OppwzH11SIo4=ttT(J zTSC|m+GS<4^ueS1-LO>~;jZ^c`{`=jRJg8vr(c7*az-CSv&U*J61E&4)GKwnK8lWg z+E&k)xCO;^X0>tj#w#*n+e|rhb-G;{s|urs6Y4wnRU07&#|;TLlIEcX z)o5lb2o~a2&~9&Qo4b6n0I}MX89mO{ngK?UZMNRUa>^(|CCtS=I-U75GXtokPSmqi z__Mcxxlj2S%TCgR1^(=fWp1;p%w2k}JO)^Rs~#bdTG0y{{O*&-_G?r2GbjypR2x1B zyn*9t!UvIO?|QMQSzSydUg!QE%N*^rQY&f?wz$sjLo;FojnC>wMF}N8K{tk0AW+50 zT1$4m*`Fo?l^5{Z<|NmGB|J|caGqDC8gzPXw$Zs^3g36i&n^WJ`t9ww5~!?0)^3U< z;5kW00+loDdhv}n^N2>Ea-N?0fr9{o?E3M__NHEjB*WO`6XkI{oLhHiyN!1}TH=Q@ zcp~q%%`F{>`tn$;+VZI0%!nF++;7T?DAb!kGl6qYC*>K(?FIcI(0js$`xP9v>abHK zUYn_3pWc}Vvlr=m45@Q}A`kKWlzLR8$crco&tsJt~z z#4hy<2fUotlVKE&&4F%@)}cJgs?d9Jdqv32^eDW_+wFWJ%!{&*3=ptCsMb*j@3^!% zaqbL8;Ah@>l2o$}xOi9FW{(K;)`v&6X3hviHs1m<4rRLa;)&VcU$rBUj zK94!Na(d|Q?48){5rcMI*oZZA##pIJrWBis^?=j?ubk|m;AH}x(i|`R%HS+bMY?&& z!p9+^6pvNWY~WHFIWcjQoFtQh`L=@rZ>;Mbr)l$eTpmAr;*v2+ado_GSyNZ>Y~aqb zjZC{T$)Rf;%R{HT(RGHEJn&RYBiP*LOMgi2W=keLB?G>tiGg zd3kTeahNELcHzz5YjOmfwJbJyuNg8~H@ifQQA>m?Ok8X>8&?#^D;&C-6IZlz>TX>DG+hM^{Ax{~$+2G9zz zy-<#T0f9(bbKC$5Td^rj6iJqiq!UfqB2om{!j3m~W#s$MW{&klM)(xFZW~!c*!Kns zI1$%DRQd4JXOO@P=NySJp?P~)LF>IJea3??E>|OH`_6b;g{vdI_;%-A_a(wCva)3* zxp^&Y#%{vUQV80z&Dd2KT3m2E@LY4uG9%xJHyfCM=a98U2--S}UL}V0_$SLSUfkF& zL#q2@FEiw}ay!teUFtg}HFDgo_SOwCbScQRiHA*e+i@2^IOKkLxX+h|dookqd6J9B z8pv*ReeEEnuUt*ly!eX!0qqXja4w4zy^=L+k_NKGP_jepc zdx_ry!7-c#hT@o6jIS+i6!dT@!%r+@vbCMWWrVllp0ABn&!a%9NVUmAQ8o zyli{nugi|1>jwt@`+XN%)OHD`U2JgfTMXZCquDNz(N{hPL-Vi)NVHE^&$OZE9?&U7 zmYLY}fi+2Fiq1L5P8?3+Z(0YvEZKcs3s@~=s18pFcm9iVdQO*gNO^hM?~D#AI&1U7 z5blsYemYwYzZ17EU2?&!&qqd%fBAgGko_%yEvIO>#pve@4gZ~l6B4*_kH?tSxjKf> z^YiG3KK_g;r8qBucy*Wz3HSK+Lu-Pug&S17^D&E;b{&|N`#V%@ za)wApHH|P!G>c8OD@}YKKl9Fs4NICV>{b2a^=cvSPSknUigOr;#TEuA$ zmTb8_#!sTbusfgL5crgw_6^z%Y|{(bj6qh*@W!^*B=Gq|1`qS3MK0!hkE<^3Gr5a< zzTGgN%-dgFId{KbYtbenYs2@>363oZnm?yc5swz@(WhF)VG_|8ab-cyTtR;)N1Ihl(*Cg+blPBWowa{p z`ej2OK9uK|stDg15h47at*8=#UsU`e+D)(N)rv0!i_EmwGVey`DOFC_c-9QsSZ}St zKXBtI?oLi>Xm-M-Zg?A3x6mcPg z3N!a|AW1VLpt4XTlW;_gwwH2nq@Cx)v#>%S7bbDSq;nt9;p`dEC6wQN&IvMHoNAKX}LCm+yA)1i&qPGZ*>@Nr4L(YpnsA6|h3a z3WIm@T%q!D3`pc{8gyWSRnI$8gA=jV_DVLD`MMf3+0S|M!OOxdN9-)|QnPhZK9#0- z);*JbFQl0a;VcT=JXao@GExY>rMjm?l>$7~WYT;uq?p{`vp9~F!PQ8KFK>Ch$xrJF zUruAlyXNINg#Mfv5V=-7PtNFxDx^rF=ZIu4G!SgmO*u#u^H3@M1|s4?Ki)p{U~4twN_@I>mMnQK7J6B+F?GKBpGd;$pI^Oii!}S(rOI+_AcSn@se= zr_<^UDZ6@uaKcfl&DWhJev7u?6qZt_{3jA@r}5_E83g`0x&_~+;g#tXOtWVin1v*h zJ7yLa2;^$MgAB%H8bT~GIZVs@gi`ENnQgZ)1jfMOuaMA z+SFw%)1Db$cAo0VzD>a60Lr92vx&%ivRGLs_vMn8DOl4(Nc6CboI zjW!=ZrfS@L0Qu(@RlkjGG@!%hkH}awK%PVg0^KCQ7L{it{&?0tQ|P!9fIO}^g^wwU zb;0BZSjiB0sH7>b}9x7J-5OhKj#8x7&%o?5cS8Dwlg~j3OPQin+*Zx9ey^1 z&bcz2g$Ro4E=0sJ6WN{1J;ZH@WGrN-5uUVS&E7l`DHgsvQ&dLfOd-aDoBcwhe=};w zxtPvzzvmG);E35SzF`VJn!7YMG7CE`P*hiE)#Nr?1v&}Q=5g~U%rF!(=~;q1*(J#< zt~K^rCynhQN3J#xnsF!TlBvKl-)-k_J&Ck=T?fqXJ3KAlBGUReccP}c_2V(4!eq4^ zaeTFheoE7&$7sqs18kn-&Y%05a9{nYf?>YJP_>&npMRWtQ7eU>%4V^K~?R5 zSiLB|=3=j@N7x-Xpvp4}62_mIp%&79Og<@=Cv0BkJH5;bm1nm5rS~!e2$Ia7iJuly zOtz?5Tq2OGk&hsG-DJz5g;0VkW%YMJjqh;kE6&n-QsAzHN%eQhSrti4E7FdnfF;_F zzht1&PH3MTqke(j)v%-gSr{?EaRVi`~F{gR>oiP^b2_hWMr8-L0awEj| zy4{@|h&0RynIJEp404iCUXSP!aoC=}q5b1AGSkW+E0ylf-C0RZ|to+>?w;fEj$(4;pKG@wg$; z@%{215ZJfbCV9jW*?Ip#{JIw9_qBhbC!TlOx5lR+LJh?jpAuDHfj&wMM}eTQHh=`Z z|7E$n?XyqZ22t{wI9E4bI=)|CYD0~_-#flLFR8gAKE<@t81jN6ttTbg;fah(1-1qA zyrI%9WxR;KZMV6HfSA-n0$HZU6In4|;aDUqfM<}&=fus!Z{zgcRWupleiCvEIrkL- zVOf&Km@TBO-ie-yGO4CHi*qd5^GR6Ao&??OvnP^SAm87}%u#6$Wq*tvD+c0D^I7;sS{dBS94 zAA#@t`ArbBho6I_PsZH`9fjJlFi!^-VoSGyK&o8IjNrEM1}O zYuR|>;Cl{p>T3GxwYn7eHG%V}e$r&JM>NgFEiJXyz9oPP@Vu-Qo^P~1RK0Snt7e=& zp^47r9daik1EC2911f^25=jA3crKd|72k7Sw;U=}a3gS@C89101+`&q340+g&2e4_ zgJ#F{YD3yI6drHGdLs?8UwSmO2g@#QC|{%+Zvz4ljW9bN$oqzl4$ehT-BUIKdR%;Ix0T5Wsvv6PqbP? zn|3BTIjD0QJ~^OyVsAnxvQEZ%U1djQoF6~?K)D7JUyP*#;v*-Y4s$nLhsCwMVZjFK z%*MDym+KN~)!(OgjmpAEhZe5J9>4Qi@QTtrj4q4wG|g4k z>hPDd6GUyd%wmIoPaAX<1q?>J2*z3+hvJut@`{-VFQ6iryG@070dL8%CSh}zyzHTs zH3`&~yC68?eAb!1NY_Q~H(a+lL~D#}nq%~Y`pXqh!^vLJLCe5KaX)f7^Z`QLyh(sx(MyW^4ojbWH z2rK#ZhOnc@iaY3$=l6Wt$X5oYF}!%XOW71P&x{!Cl$!duU8rF*Buff8*U#_Ztb@># z1Z*+z*Dy8~&DWIO^UJkORRTHHZS*2vVcxHJnXn->(~OF0jtE4OwkxzgB2Wr5OEW0i z_uL88R#jmW5T(u0AM@n;tY-{%*s1m;f|^i&H8U>z2Yr0^lj!|(Oqk#ug@9_thzUev zMLDR_Tq!&-{d(T*yJyZoG5M>;=CFXtdR&(_O}#_Hvj`4H)!J?o_x*s@B9mmBrM))A zi9igAZk^GH6EN6~KN^t{&SiG#m4>{pNUdBPN8a#!$%2b=Nkw8^rm~Advl)j19oP!mE^n}gDf4`tPG(6MBd$M z$SU&d8eN2~GL}pe@RO)^;$xYb7a#i=7Qn}`^ZQO@`EG`NjVMVd@2^|STR(EUt;CBe z*%+Yr3-!!-vjK~;&^7cG2zc!rr1c-n8kU7xmPu&{dcVB9S%Wg@G&EOXUx|b-VMv9C z*TO*5RNKXfghL8%ue%V7<*8*4WHBp~&*$fe)xM@7ZiVoAkkRm9OR_Qxhzzv^c&Tfd z;z)eFFHzly;rQP6)2vRT99%oL$T2yMDFePAwhZe!IJ#kbDK?C z65;n_rI6D!P+-cw?!MPO+gVu~UK z6Bi~f2&f2VF4QJ2+=c*Y=3W=%r9M1|-#Mq-S2GHMN1bn9%|c?Bd62IJq`4#s>*Vxg zf~O>8vRHVaAykDE#|{#r6~Oo(9zlFAo17U`yJ1bIT7H;f*rXwYUP+M9!}bWsHjhK44SDOK0-dxRjZ-cR z^XdYk(dL9O1JZWcO5=w35mMR+<4IU zXU#sU+mf3^1>d#%>=IG;eSxtSY7f@+O6z$0&ZpICeS~?rgTwLe(jxtC@tl*Fd!cp^ z286N@8TA~@6q%rF=qqr)R23Q6d%*h}ZgqwTzaLMy(BStrD>@RQ3mTF753|$0BUb6s zJ6(JQr!*jLX#||5ty`s-KbcCP?*{@^J;gUVpX1g|n0>^Xmn&r{rh26#4R?FsdvY|= zgcABa0EE5mP7;p&Z|_zRu0Xr8P6A52X@el)yAFdi+xPR`(5MMBHUFw2nHWfGs0KGV z3cera|Ep=71;vshmd_VJu918q+g!jdK$uBM6oK;{(T=J&aOo90O{ zXQH1bZkg1ZkFyV*T;Vu)?q1jX#$I#OW;0XPPD_CAYwN5C5IqWc46Tb1MGt{Rk8v>q zO;~M|fg9+=^5_%GJkJ&0H`}07op&n5+8}~t?pBICtHaa@cD;rIzn-H{5fsWzU%U`Z z9P!5NN{C`rEn^j7^U>0kqDYe63e6KA$M9%W_F|$RzyrB2c`_lWlzq%l2}f>X0YZe5 zXd`}U_*&Y0urmwPL;bI@-P-Y`uvQ^{@x;yH?w$9G%+)nBpoomQpW*JGqfF2Y>uU}+ zh{NGHo70QZx+WM;I#}T%odD2$iXA3k6j6;8XlBTuQ3DpP?>^cR;rC-1xDN3mLI=WJ z>uC~%?}>O}%7f1P)!{ewcG_|kD2wGW5k+J>ryn87WeDJ(`zcIBuZjj-HI{ib>z2TrtI&GSM_^4pxPpo!f!! zBWJ1mmQNm%5dFjyxWzZxcRP8e>p+jLVH zYVTG;sV=x~vbTTVPR`yM?pvz7Qe5hL!CvW-isF}_Qi88^O9!@Zu}avx^RDJfSjI}G z>5loKtJrLf?Z-6G)8M|G7Hl7fQU7QUBos&B=pRzcOGV%CP!+{guKW=wZro)!0vtEK z2X4j5xLqWGU>{M6&~dCx)AdO?3LuD2IhX1|NsO!kl7pcFK;X^ZTVoM*Qy(RhkU<-l)xavxR{o*#Iu3PlMuE?Q>z@!{S%s|#Lcsjr|JVN`1_xYT%8XdABESp^E?vmCt-5TbFtTx$yK$8jlXgong9W9@N=auaFG6<+P18eVWok8BWj_@nL^2ua0< zNIOZNj3^N}-1Q%aprzpuASJ+xkbeAr?O}@w__;DX>dz}XhKl6~8^=o&P#ACK9~I4W z+wQ|QL)`apT22mUCN8t_v86A}iw;Y=Og|(A4ASR`e4ods5ZbK6;U*oAwlGBvh0HYK z5rvqrNX}?o>np__BA69c_&rnplINLYUM@&))&7g}dswM`yXlJ55|hSz944BoY3BYN zq3YPO^w^}ofL{-)FxNnWX77YF39)BcBm3m&kW9nn3s5}92&oRbgAZ( z^M&XT^co~3CXa;rCOP#Wy5LP{k1regd0S61ddaHf{+YWwKa=hGvM_1&zpx$2T79wI z9kv~thng-_)Db7+vnGTtYOAqcMYf(rW9s>(^CnfdHNm*zRui?TJ2jQKXQ*THvhkE> zuXf4`K8upi)0HeND3RAWN(a*jlGPX>(IQ+;)YZ&phF_6%MY78@?JnPMW~*8$;F?Cb zG}@r8BZRbItmJ51d?J|6g`lXW5JDu_LlPr@9Vp+S@*5SE>eW^5P`yLctjDX2u9=F+ zfHN0M_?*e>1v!kk^`dZop|7G7D_0tTf~TFY*2DL}Ss>op5`ry0bA>QeF80;Rm2`F+JM1ECw! z400t8376Cs$VQ9!qw6hPZrUiFZtnk-vx=}%?S_9wwe>UjH+yJaq(g#JMr6$uOx#s` zpH%-O)83W$_iy>9<`ZnI72%&S4pJoee&@(!7LLlnz094)`~9B8i5|$E1hbt=Dki^d z?muIl<)m5t;8-%|=M;zD{+{A(RfutkyRUg{Vbh3q+-d^K7rmB_y#(LP6{$LV-<;V|Hc2_T_B zw{pNFv{f*j6@82qj)Z-bhp&4ytBP{Z6ZvbPni&7{*Az$$PS9|VhA}3geUoK~=423y zJG1oKr?}0`0?14t6N1{Gv(7HB?_eErx&VUTJBec}Ic%<+!eZa|{ygtYm8vj27MTfV zJ$NK%UfKnYuw1+N`eDF1-=0WuNocDe$j3~^! zD`({DZ3knfS8@E8jp-2)&KFW^d-PI@+ffmKoazdxMvwc+2oEd8KM{QwNhew+sq;pa z*t&rDbh5ucO3La9xZVkYeNXtx^`7tVqWK;~XwL=hvL=`hhjbJS=Do^y zL)OVi%2=*&^3`E8&w^^Sb$v59$LyYm&Oon);`>@-IkGt+sm4Qe?ddKBzB5HI)^&(p zC{J%BVfS_)Nb24h8c!AHtI!@~eZ@yU2pI7uk6uk_-(;QEgVg>6+v=f>N1n2NwfgH~ zcNiN9M@aG;jCDQ*#`;Ksg|fa(O%7%KdjEDkqLNvbld)nJLYRI-#>Hz1%eGM_Vh`;s zY*Mr<#kf$68%2D43VJBi6rcEu`GiOXRV#NU^9=PV*-tsIXXx)&W4)z+HR9NGjGea1 zT8m8fI~>;qJR=#S)ix${&PaJwx3EmlhnnJ>-8hedncXM`8fLh2E}uk=ON;tGILx`+ zo0r43YgNZxnh<&H8Q|MbN&wQ2-Pz)03I;dth9tt(f3X+G+0eO|tcLEvmEy6|adFtI zm!yvTpCUwE0d1xuqUShiMJfW@DrB#hV_y%vxKNC;&H^4&X}?G4^Da5+%)Cc3Iyjkv z=qY*vcJBU^IGInB?@+5cQl<#2?LY_485vgHIgzV~3HgTaN6M3R+-IA`VvTw!@nY8q z%M&!qn_tE}XzXTtzWBuM^Mt4@W2>Izs=qrbQ}>$GpKLkiLs*OqPjfJ7zmqANjHRL9 zb0}R)L{(9)4%dc^?$^x$n47h&$ixYlOvQ3{0Bjs~jH8LH)6^FcPm&PJd7UzBTfug* z$>0&}m&5uvS9#-$1ze!ypGztGJ_W{3{u%bAe5Ju@V} zm?`E)R53SpQQ=Dot^?9!+I(8GP1yVKbYtu`+qQCaB8@ji8t!wqzG$7@$a=b~r zqp`lDv~v!kYn-)#y)|(RiLhWIzWG?d7wYOv7 zn`e0(|53%1LD=-#$+pB;o6@a!(bz1q#h)(;aaE4OV4pd$#2o9BIPEJe|JZ^9J7u#-Qts6z{I7XM2M( zba~_!IP+5BAN;w@f_cJ!{Yf-^u(e(36Lh9-?nR>XOijp2g<#J}WwHF%GjG`pYl|7t z%d@q%Q~GX=Hq`mz_!C2B8QLT3v?0P3W!OiMRLV)yoUx6`fDqHPGAWLUg59aB&4B?w z=4R|X2c@5|fvf^H+x&Zx4sLBh6NjT|_NW~KlAWYSV_%VkPaDX76bTaR_&mvG;D@ME z5A$c^(L;?*?|IAd$J)}N?TQR7n0NcBkI-H>ucnp4k&x+S7J-_HWkAYN&V^s98rwWSW%Ftx0% zr6mF32E-eXEfCU^2>oM$;sR_J`5BXbszJ%-)0f~;rWK}uN@rlBSy6j_YJ8Sv))NU9 zsi84ozQ4S!;G#k0H>Y?v)^r`;zYG}Cay>r9jb2ILZxQ<_J4N!|5r4w76UU?=4{T(j zo@}Q1_j{Z^P)Vhkr-VN?3@1L%7enRBn4PZ)<~OK5=AI%ZCCa>8(z!5D9-lcP)A8#SY80P$h?2aN zdQG-@xc1Kc(^ZBVAynr$*P{AcK~U79su8toN0bR+=d`VPK~EpB)a>|p7kdOs<2l)&%=?~t4(JC z0>0ugPZ6LRE2edo(H$G^JixaNa6wckteOB9pdxq{I1Cl%_coVMjnA)k0|KhP7Og5b z8bmbB%uRXIciukOj7I1zPByqV&IHxWMIs0&J9aY$4}BKL$F(LNSl%t#u1Es-ICfsG ziEKNzy$nrY-;(EfJ7$9hm$a0HugBCqHtymmv8}biB=J=ZeMOSYXNmG5@?~NygMSsq zfo(`^3_}FgB?7uKS7DH!=ubI`TDnD~mv?#yZtj+#Sm@&pyg7A&V2!|I&^E5lB8U!= z9%sKo&=!xwU3YgZ@mHjLso*W>O|}W|i!SHH#D#ODjhZ2%^uFowxnsbop8&TKLgutB z+A|j*fN%desg)4NXwR&@#FOjb^brB++E8bKKoTi;6H0(n6a((GP7}Vj(`D;1PiW!R zGqlz9+K7I>0L2BkcHNiD4EcF?Pnk04n*01G&5kkN1C*#{&Gs*TXxgo-8Kolaic|~Z zvrP5MT++pnGtJ!<%}UylGfhWM8wD%C2Nn?)tdS>Y57@4RK^F*u=p=GNZc40DM+GAR2X%L zP+%jQH~TtGb%o^}tiqav^%69{e-wSqR1(2QLjU}C5}3?02?y#^fp{qogS|(>_sMW7 z%H*y2f#>l(?5Rk_o{wa^Xe){L3&T3i57bS<-lzHgcklOgCKleuh_KTl>s8({c33bJ zm1U#A%fumS`F-ODhp14dceM#8sj!l*9#@+?*{XD4 zV2U(vc0A}&&^9Q*tm5R!gBRVNIFhpEp~=g{#fIt4Gw(J(RcR|O5hofG57F;uJVx_+ zq!hK|_9oh`|NDJ!H={Dtp@`5<<~b~`rzi3jzMp{rYwlM|mDjx#PUHw&@)^aLQ|uI1 z8uskFPttLjxv1m?Bl!Xt2sS@eVkmWYv)|$SH%;gScoc)yOH=WF|2#tU?S5=*Mr5Nv zB9|co{8(oN+eE+*SehH zy9E`OEmJR8BK&@=GlZhSRSI2~*hzlSm0Z)%zJK|Olk+vKXmGtzla2dKDax9Lcxr)_ z=(A-coG0+LukctBz(+%}t~VZ`A}UTO?yR#7JN{fzUw6x4mOeYTrfH*@vollxk z7N%<5=>BeRw+UCwMoq4_~=jXSV-cY4T{7DtE{T79suC?-ew!C4W2~=a<<5!uJsSS?!R_!(iL>%zcytIzV9v7$fU{55|i)xchfB`Dc#^V9i z$Dat0gO7dtamdIya2k0&e+U^kXO?7v_PwJjrlHjw#P8f76wU&@;>JdTFbNHn2 zZORvo#6qA(;@8<{A_j=^JTy;b`NT2swk-~wd2*-t&ptd5bcH!7GG;oqqkmWfsWnv2d(iiL0=(d$cxX|O)q{L+v6YB(pgfM1N~ z*(7aRrmM`uBe>Z2W%&2}UMIERA8en&D4s)n6Q1XL=ApPK&HQN+UrAUImh1pnrVHzs z=`J3VED4Znynuku`wfTlDEc3yj`x8Ud+L;!H#P@AjoD^eV4-w=gKoL)kt94JoKp}C zD_EDu=dZAeN6bZ-B=R(p)@oOqcJYWeZD`ZtcL07vUUX8` z0%^Aim+BvfziZE=Dal^Krz}gG)_ix~3uM&wCrBL-?l%q>b#y5DdBmGKxgf5|9WZR_ zIX{DN4l>8zUF0D|acRUY2?r*G7RKyS(V8dcv;m7eY-F{w(tTbDQLPr0GTo%5Kk1N{ z{#7uaUCr6W%Sdz2dhWdzq`p>$oWxor0Tf>_M-G($u6nRd$Vs ztmRPy&lkRyuOsDi9Vvg*0SW%!BF-cnpgdv(oJlAduW56@wEd$A{j&*On{dEeB$;rF zfrmepb!2HSI;s~fEOJ~Wkn4KM`T{QjZ_CN|!AvmNio3+z9pd7lB5vkpgW|R3mLnoy z7Sme}-#Pu&%zR*pHUhX z4hif&*pm5@EyhRvRLr=rM&*8MFUN@NE-h;@l?<75eSU(? zInS=Xqbn7?N?*(&hJ;eFQC+@msJuna>_=eqAXbj`usaLE{n#)hAYc~d)rAD!%xl;$aiOWnHfrR9?} z0{kDsKl?2(T>yf^{u_x(Gco&{7wLhN@NvtA^K1n|qn#3DhHw$Z3naA0y>K_|F%mo& zp@r+MCQF8EgtYu2hfuKE{Z}~-#Iwj_w9Lgh&QOwkY77J8&@CLgfaS6K?Bp*tHF64Spg5+(w)1f)1AMHbQ+Fb{O z3Y2Wm-oAAP!Q;JFp!y)0HnsYO3s{w^AMjuDweU;S>g!)+nVIAc4=@7)4ETWV_Q+f2 z0PiMRvkf_I6Iy0d_~scjpol(?QAC*QFaKuqVMOg~BoqG7yw}*LhES!2>4{t9?M3g@ zSkMeVxot&>O>|8+0YPO7r%u{7sA8XqqNiS42Njlv9^ zo%h6f`@T`zhvoZHVcC1vwy;>Pm&(;ROl^UcVKLE-Q7fa0r|rrIQ69YXYP-5d^zG~Q zrBk}P$=VMI^;)9A6VHczq#tI&7tVPw%z0Glb!?&*uUPc8b)AJ-QnY5s>$* z;fe9$Bzeo4diA)V@SI5l5OmmtoX1Hgji!OFF^38?j7Tkw#`;7~(iu?jIDFk^x}aU1fD|G8Im`CN{ileIC{@VY}ru<{~u2}=GWDC@xWD#Bg2aWXIY1_Aco+i=>>RVOp~0!3s877mL;vGpL< zY}OZ`fh$I^{60m7OFYf6htRmV`9n*na?Ixc_QSoP`d$GZ29<@oIgSSjczpsUpo-uX z+@S{(~35mpS6h}=@5v<05-nwA%nWhXpL5@740V<-6idcmoF;e|6}sbG;eLw zIe`N}xYXP%%ZcWO*s zJqI1KBW*fw_vEy08ZHvRgugw0hy0q#i|i>*%lqTLM-1Wnd=AZ@Lt#aP#?MNK!_!cJ zBq_wQSE=P|w^%ryX5|<6z@7i@BzW&(_q=F9G85F=266te^FWd`$JcK>W5f~qF6v=i zuO2YIVmn5~_&6~iT=+2<0{2Dp-Oa;NyIyr|=gpnMVUo^=D`5Vc6;>oaZmk&SyTk8! zQHPhmIFOSTaTog)svID2-VYGA>UZS}8~pk<=Jw)uam06!Svj6f04#Cm!z_i8vYYw| zM_`eY-Gh^7%$$(-YvOj4mDTaK(C0!Xe5NKIOjttzbUd*G$Z@Lm;Y{g6P(?$qDtKug z9<;~^;h4=DrLs_331P>oSW)i4asssmh@%s*`J)UdVI)G0a=8)R4s?BJb^lKFJ>#>? zXGp=eOdT(b)5sx`6VEl^#Kv(x`O^LiVU)jWA!T+!bFMIk7amZnf6vF8Wnvw1!jBs( z!Sj4iCJsxCLXMDec#(%PX_b8u<#oE2qIv`tE!HLs=Va zyM0M0=Q(9BAb+zIFI)9UqA@PEF6^Nl(-!%7VOkdVDi4zi_eoHgrJ}FmOg-sv+Ox;7 zaXbhPADZJRUVpo5>TUtowE*5R?f!0w_h<>5ZL`w?pHVlRY_DA95qPa|287j5qkryX z&VUy#?bE)0JC02hh3KdQ!%(??E&iRLdq~fN7R9m%jp-F7_&In-5ox9~c55^IV7jb74qM~*_pE-I+j{Tn!62lyz?86?kysi+ zDm5|tF~9=YH?#7vKNcYXMoU781#=iCz2g2o&YL?Vw=L{iTq4(`xJ+-=1Ckka0JWh3 zm=3KBWHZbfO<`2rFnB$;7wOP1lr9f=-}?UaG8bTej^B%-GQ(zft?S%tBDp4Dj{D9K z{SW1#upAw2QlJ_cv*)(t_+vZ+5u{#OG0|khD)2fxHUh3i5SQ0q(x8kB?abShx9Z zt}wtIAci^?R)6QC#aDK{#o_5lmzT_&R$Ar)t5TTUd?IOpM0zyF;(~gqBrjUU34=3U zr<&*KvznyU#BCM4r`b#1(&lPsX=y6qB+?a)3&gaoyG#}eY!MTh)0z+p5l!!qWWnc` zF6cJR0=OAK)Ocb91K=@G{}W;usHB&S$A&NnG;9vRvv{6#qM5*19{&8PNyhkZn^|x_ z?l|>Z)XK*JjG||Tl-lAbk@EKA8J?o3Cnka?xNUAPS*@l}&PVq3;Yq-{A0s%>We*qq zNT1yVy@Z|V0QEo-dDNk(O!T>v)^8PvBWl2Lgncp^>Y+7OuK<-yTOmJbz3-hQw;Yymv&DLP1TT0t&<01txF=r6Bg z_HB^zqFcO}uG4N13B1U?ddaedt^=#H>?M9k1ALG-f?Z zS+r#0#A$}`?d~hrIRp^T_kg~+!CjQ<26y|iP|_3p>j+Gu4#t}Gu2=4_hZTa`Nz*wV8%jiH_a6N)2ksqXCe+^0ynEj+umu;U6JIz+p&mhR zx4V#?I%=S#VgElb^7r56(~n%`C}*TYMyPB&;{b*=8P;W1C*Ne>gw zM@dSrbNnuRekc1~bbT5(g*wr#nGzzD^c)z1x^7`Hoda5<4h2F7O@^?}v(`a9{MADd>1hxqr$SE3I0 zNBK?*1Nfd#=6{i|JF@+zMpBm{!jbBZyc!h*|AP+83?h^yN+$u^W>j7b;2g&w$4xL~ zK|*8JpWQS@gW5X`+g=(V_5y131!uzAAKb7&d7^b#?PU-;(c6l5?Ed~>&L+Q=NR!^O zi^$qGdzC)oywmXpuGiRYalxrd>Zoj9x&I8QsgYg;~VXLKifOyd=ci_i(Ex z$@rVM)ZNV`C2j98C@kW5I6$x*WM#+VzlE6^W`RbJ7f_|Cc9MK^r)!y z(JckIZT$A4-zbSmyBBC^6igA(C&>){-w8|)EVuQK*Ccy+*oab}Xm*dG8Exv(`x9I( zNXzKI-7bQEHN|+{`x9a0Qh|f_g5z?J2ho$tHDVNrZePX4$k|Yln&l?ASC8i!d;b{d zF(4e*yqH+*8`jKXXcF5;4Lo;9+HtZ~;CS(}uV!Pz0DwpfLd?#F9*grrDf6e-7aa2S zI6NA}d0h;(ihA@8wBZ%i(*kfFHLKba+QV?c5d%K212M-uHa{e}cp|DC9-*)&z{)}C zx#zZRmwP5jM+H9D?NSxy85mHyb$=5)I=%@GnezYeCX|Ktu2p2j*L;hlT+bS&b$D8* zSK7TO8~zO+D<6jk-ct5)f~14%5P*Z|g^MF1cwV4r=mc#94lPu94OzQjNQp?cin}l1 z<%HX9-w#=0UnSb@P}+|IDV!o3SBa{hm;c@Xxrvj!wJ zPb1j9*M2ijCRQ@)?1ABu*q)(E$90j5*ob*-&yaOd!d2~_^!x8E*Rgm6EuhlCnfD5@ z2221g*S*HA4LE4x%S|UmDz)~;ecIuKO%;3XIOJ(UkL8URnZwPvO#Jm>tuCVWn$(B; z0>bumhfS{X)~{w@zr!^yY{7qq=S5faVaaPjmp)^#Z%g|?6|is|V*d+Be}EMoJi^eT zSk4{RCyd;K-??cVw5ZW0z<_G0goyWQ;j)o4<#)um!3%zHievxHzr~_Qr#SHH%B7on z_o#kwzoy?OPBDJ6c9Dx(+K>^7cyYGpw?uIL_e$n{rc7bqM0hIY{f5JQG#?Z;HqpIQ5*+?ufEJ zMJa-_%Q*oiGexM^jqu&}@0V}4cw<^&Q6t3w+FN$`5eL9JNQg1b^3jOb_&ET73Rdb9 z?r+acxKy^<5gaCUH7~)s^h+@#`poIUfOBKS1Ph`K<;ia`91RzMr4j2HwV=>@Uj_lI zRrD;G5BF8*p|~6&OUv}MVDodY4D#{!JGpnRMc+Bbuh!0s#E8yvXpI@sIBeizB~e)% zM10JSx9bEmX*b` z32`BV4I^$v;C8&%LT25*!fc8VlSp1vu1VS&YXg`J5G%&P_lD}wiV-n6i9vJCBhe_& z)=0>w3EW+`i{`2<#yY6j~I^D|HtMdee-B*?Pe5#{uY`u@Bv0w?F-ZVG&Q$eYJ1VblgPA z<0QH?;p3NnXHZ@z3uDvj$D!O^qh1cf!^$<>?ADBO6DhF%3KUK!gGx$ zDVD}00qJwz3W{AA@e~F1e%N8@`mJ8JDoSP9Asu(jjSncNrI;xIi{hR0L9Z5K(1sW` zKG!RKu`z7GC9ac2q1YHUJT1Je#rtmlwcyUx%T`4cYulXlE_aQ=jgIRq@6?^%JRDX; z@M$EOnNtY&4K%t_^hEYuIW!>lO+mgKy>2aX(7?aTI%8N3NbvtBj^IHj>*GbMxN$F{ zU`Oagq?2|?#d~;Vn^CzIP69=tk`bcY$8XIV_dLiLdRM$m(tsHEJ_F%EO=7fn2*HaG zjhRO>E^itU-j}FE5qVnVY;V;%C~IIXy<(y-1`r%Vp@*QfhG}<+2?*I%cWTU-yhI+= zSRmu)4kwN#@rIGns*@#mZG72$s9zW93+MI1^FzJy04gw@w1CK+2<+WhH1r_vAxRQf z7}BQ&1Ifj(cQ1R39A)le_=hbNv;+(=J0NjFQ^?w`0LCdy--~P<|FGZYxt8@fY6@xC zb?SVq@{PbF(fd}msA`*I^hc8@;4 zbfruaU=L0|Xi=;OziLC%d;cFu4=E+-VZ30ZNdd|=$vG15Hmyf7sghw@ZCQ`J2e?vY zocMc@91gm_11Hs`q}S5L)~i5URa)-O;r$A~#^c4t;h+jOM=(8(c;b9nQCVHTx6ZuZ z>Wr+y`J;GX#cuSK$lt$%d>r%-@YWEsa~SjwrSpS2Vwz55s6)CSX-AH!u0I_^h-Je$ z3UdKsTtA;*GhWuMm3KR82q)*g0z91#vIG!L8W9knhQgi${sEBs78klhKai9vx(eg& z40;dQT%y6}rw6$%;nYOBa$4SfSKys!es;76FF=C(OJ+ZO1r z^Ej=nnLXSlPpn;8tI%--e>R>g-AXYI?Ue3Lp6xw3~;#f(Qc48;i`!8d0cX4eYkWlPR@uf2POXFTa!`7u{kgh zU^L_ig-E?+K*$aXkrkrM-v@{rF0OO>y(7&HU8DDkMKI7od@LO>zqjQ?1h*|SaBlT6t#+Sk6B2U z%B|>$G^W4PKZrn|0G(b*1Q8;}b&Vw*{ zBMG;M^I#zXY+9M4Zu7*-&&<)dO%sTE?NC;Ysnh!)c}G?uYsxzi#1u@Fg>+befg>y_ z1QE-wP%0?|_KXNl3>dc$qx6Dd>33Y{p>f12hj^Y6ZR;LkphL5_?V%iLb>+EyZS#pL zGAQM~eQ?LAwa^QtIP491o^bF7w_3Ng3B;*aiu~iGNg-p;uV|H_XT6hkBtk||v%CxT zWy7}b+1Pm|c+87nX_0wQEG~UPuBv8F-p-en$p|0vE%|(ABHMIJ*!1c=I@}(U3f{L{ z0+zxR941*Dkq$u8c%ihCtDU7gOWS(H07>u{@jem~|Di?kbS=1@IbG8?6SwqK_K4j2F%1^aC1(<04IvK};yCf(!_>c+9;e7Y^7sU$rZdE4~!r9)Aj&IzZ5r%>o2IT(`GUUzu$?|QA^>fYQt(TyK~e=41X zvR##7Zl~l4mKll6qwR=GmSn_?VhSPJ*=NMRy5IOag{A?2rV~Bn`ZWJ5J?} z-`-WrnF%nCX~T>ObBKPtXQHQ9gRB#_`CyDpSuBSE+)9ePX0X9{tT9r+8J5M@M(|Z( z{tZB4c&@REWxSU+SVHTh%q$kmhzbK6XEab;NXtejVDMo;i(*ZYa0UnvQ%Y(@OamHC z{&3KP3@Rgnc5>U7?K`4jphzAiWc#*$CL9*nO5MK8RvnY7Q}ia`5Ro_0Tia0d`J7xo zCdqq`XPpkH**U@O%_n#My~nt{L{>Wl0EL(!1auOZ(L+!gv?$g#SpGH=i$oL}Jg?IOYc3YZ6VfomEi@*52F);)tbOWiF*s{l zH;tN!w=!IMUd8V2=cq~bqG6EnJ8kK?2})L&maLpTOy zdf9($d{aGOHqQ?}BGR)S<)mS=IQKFFoEKD(46XT4)fzr?e}0SX?{#8A4*rjlo{&}p zrSgJkJvJYw5-ItKixhGSDk3}%YgDC_L(Z-=we#d2oR@fBWLQ<>3WbNMPWMfw9yHAUd9XzQ;=4Y)aMY?DiJJ{eRO|d&S z1A`VZ6sJw4am@9Y0&!On&vUbbUrBxTUbNVy`KhG$+~Pbq>Ox(==S8>dn%>>3JlBp7 zAtzbpuinaC6(o%5Hj;TuFEnWO$k0iRhg}p76L}V>-QbYOE~3D+gJT1&Ly0X|tSUnn zSHw^Ao(r7zfx{f#AyA>5{ko|!m5SdZIy|@|%YXZQo;FLGa8G*gZtf;gi}I2 z8#ecfB;CK>JtXo%i`h~kkr!GN>n1vU+o*In3L%`Ihq7pSAS^*zrf!?IGkE5GqUQy} z4} z>WC;{rAlKYrs?t@{-LWk?9^~71C`f_)~FDlJN;Ddo(??jqY_1Rc{z8bhiN=9FbuTC z-z~4Fco#^}mEGsQ-E@x~0XE(&76jV){uBDB|=I{YNScs_Htj2BEi znP_}ax~S;SM(RSq;j=xH$Ve-V-1$yv)vWs1uN9DCp2Bi!xUN7) z%c}0GQfNzx_cJ`#y}LdxHB{iVcIb|49Nz&(#xYSg+*?2r+ByeD9`OxVc@&Gu#J&nd zPyq7zNhv9ASFs+2Jou`yG(1IVOo<78woFuLFI)XK(sJG3e&&B^K~&d)$VIjlRiGy{ z*7aN~*1z0Nk_f+UMbpkfDu{k65vA1y18EARU^UP|SRixiVk>PzuI_Pc9#1en^Bvv( z)FXQ6B}T7^9!jlc-Wn!s5f8_7&N@LCxMT-7I(O{rjcd1;esEskZjmE;3X4N%d)Nt} z#1=44uG`WI^ODnn!}OA&l0s@*E81-IoHMUs_MPmDFeJ*-5-f?dF(y=XAS}x=xJED? zG4_4Aj*KM;568R(H~|RpR$#wM7S!|`IOfQoh{H>;Vc`(56NVcv%ambl@iC6oHls1fYmrrHq)hzG66^Y`~!C9sv?Lr?LgwaFIa@2Bxo}YJ8pc5xQ=foz1#bk6^lU-p>8e$@mDWfji-2? z+8kKeHRiD`=3&7qch70&^*|h-KHeZ_k!xsB+g=Q**Rjzvh*Aj(b@%E>GU-B^dYF*VO+93jJ=D1 zP@?*_$3j9;ky)z~lrDv05%C&rMabSJD&4{C1Jssl8N!_5M;e17Bm6gHALw(^r-U<& zAF>(J5|_4wkc1CJ?{*2Qw{Fkot#eKUm>z-e<|nA?Tz!VMOZ^_=?)i#lA$WUtcwDvjQ$@8HD z2_x!GD)@Ueg9uvh$#f#E?gUegO&j$!&bR`1yg9GP5FK`Ih?bj7d%yb}uy1DINi-RE)}CPGTV+7t~>6rHVA z0PH$OC_qxDV}7_Gj4s!{2y2L-hPsAu+5}e=;NKKjAjJ9gsu|mEeM;gU%U8T6p}d^D z=yj2;#$|`(aPxfn>$wA?GMpLMyCO_3wdPADiy?>u>>$BrxT`^OZUhc^XXLa6CM%1U zJ+&Zn@(km}WW~CaY)nWddBZUzq(oK}-Skt9Tq@cR<*&jd%ck#UO{Q_^w-$y$J|Swo zOs7p2Fxt6CyQ32@U%wO~OC^74=1M%W-;R0;Mb{#|bRP381TFqyXL9Syk8=n|AM%fr zrquZeSV-92VY^4}SKx-2ddpj4BhsHoTdLOfJG7Li?tX}bX*}7CO{xnIcj2~N36?03 zihRd;oG77E5Um}6B7mQA28tjL5BUw^NrMzUA14i7&F_QTKt(6NfxbH07_;0V3+&9g z6t?k^{W1RM?2mEE{umlI9)sl&9)Uohc!NTYho%cXeyoGd_NYTqow(Ir3&C;$d0Q8? z6JWO#h~yqS=PYHohO<2}z7`-MKs|Uud@YpnGa-pwhH3h=)g)t8bB31(J#oWp6~hMc zQn)JyxM3=3{7<(C#bBHOELKd^BsXnoryN%aecQ4-b(`ZNef!K#RziZ!|27G;L1kSp zL59jdWOz*7c^lnjMZ<4>f#Zs=WJD}5lt&Hz;ZJO%8^!f3NHJf{4QZN!@A5ELU=rr)H7y*Otj z3p=@HEQ7X0AB-54ObCX$%S@4wOU|E5$hkBTY3BS{NB&cF7Z2yFl5bLMK8KvFN~!GP z&KlppbSSDb0sisHT9pdDopLx8b~2D^iwCvLQ&o3Cov4gO#()swUlQdqM1)X{@;Rom z9iz|bysg4^A5Q8zc%Fqe?2ps^$nl{o*@+uOu4Gy8lUbU*=4RpKc*-GQYO;w3>khek z7p}2mO>7@JkkmX$#`D$!U@}B3QsC|0%N$}oQ}^`w8_9B`u9eImkdknDgqWi=G4e6Y zHE>-0n^sB!Fx`ORwy8g zBXH0m%>5Dhyr_AwAsSQ1Ns&tY$4N6YA`i_uQ0P(f;>0`LJ1|~NgRZ_+nOA_@6t31b zy$HrtNM8kY9*AQZP`cj4F~>sfem%KzL8Ee45kJ^_w|&nMoIg(E@4S)DMDC11WM6x7E7 z3kZNUfOig7=SpKmSY0qXw;Hr9jdq`4E%VU@=Nc_$1{&$g%nd5@Rk4p-QoK98y_^!kg01(zXxBUOq+sv>5rLYOvqYiyX9mlG+xw zzBAsbLb_t~F(Dmk9`I5%1w00m5`VCpjamXuSi(rYi#WqFRdLr|b_W|Lg;V31g%gsR z=JsVw{McD%rl?)X@K885BLYD-(0|4$a0<oMZ0!WBVScU4YQ5!p^@Q~gl2WHn*{*+hDy%#4{qGM38tj{AJOoPee4Aob`UiXg zC7Q72zzYDU6(F$Y?7kv$mYziVLh5zUSg8DiNek!>%F5vArikd4PFMqwRAW@B?o(Hp zSm7f;Qk1Zv8=4sKEvAxnq}e_BCQ?K{<+36ce9v;#!$zKy@)?X~*HtdPJLn zL=kZU+Dv9R(+Q0al3GnW+=1)Yu|?u>c5?@y*^`&(*MJXq88q)?1~4qAnnhsON}xU* zEk=;21u9sK3P=Rb%z_ZrZ2U!bCE@8DLq8biA*pwJYqM)fn|UE&ErD_SrM`CbKXBlO zSjV}uwHP8P-PAPTa(;Y!QGnBEw}idMzhFSq0*e^`{#hHDT7~Q1tVz}m&j9ShXGk7M zs;0I&U>y*{oR9R7R5gM512$OM&X8gh)fc71B1AM8Qfgi@HD*tXHTq61)&_qIIB+k= z&?aH%>7V2UN#SP}OZq0d-_R(Py$0rM8JO*=3%t%_5;!Eaj&~B8qt*@1?0FJ&xb#S~ z!Tuh>$t!YyzzQG1$-!qkw|<+wj$C_KJ$uBJ0s+=p1%aT^@Bc~H2RS{bpGgFylSRpzAlB#ez-3A{Z zvF6Nf07)(HJoZckKtDd?P*Yax#42)N(q!5^BbQQE+e~?X+~W1fVYGzKL-v@acmJfW zfjYP%R4+tT?c?3W&I5M)OgTkSRXSA1I0een0MIzs$S2}D>JC{1lX6Z!M-G8~=4kVx zh(@&CfFjyzc zCX(_HlQu6r7Cwq@aPpTObxL*8Q{}23$Vn8{`#l<(wjKnr8^ z(n}1z#F8Bdhmwto`fN`a+(E;-}N^;F0pKKt0M zIOCa(kH}`@S*&{AVpK=|`@sn&qANyQ)bR!}hQ4n{7z-`1|6Rl5aW{bU0s9O|H78zs zvIW|Y;L!%i7R=LmEO7jbzt?FCjnk*x!SVslxdSmQ`zJkK_LfMwrrcTBdGt_Pp2uMg zCrG4W+k@K(lDm%J&Pqs&S&2Db0{F9qMQB2%6R^{DtF8v}0?G7~QPugflDOtL9HLG2 z9umE~$ICFT>P*T4c#k^I3TCjv>?qd7kR=OJ<9Q}=hRVKRcb&x#ei*@b-j^{*rk%&! zUf~R;^XA_x(6tp~06c;bT7gDS*da&2N$BFs$Qu4(mR{;yCiW=Cwne3okFc z!%YyfTGs8utQv^WZ`GOxwf~3{aCGKD1k<6h8qUF5)Y9u8PsiVXuVfXZvQ5ILO+cjX zO~hDBa?jyqJn+wNzoTA9)v)}9D+^Cy{myj@rU`iNU)4-S@_c!S13YD`B1hx7%dYL1{t zWxLj?Z_$9#5MP>mHaZsdt^3E9s@1=)gWv@uvG%5;e`@v8K)Q!irf3#lsMN zhQ}S$9u4xHI@1dO%y<5;Z$g&G%37$ZX$z}O5Suk=_|DDaa(u6P)RLP1y-Ip;epFKa z+eFg#H&n>gHGoUgwwhkGF+cOx!246_ma5X$hQdgAjWc(vKLX*Rha2H9vP9k1zYT7p z-e}_sH|oJvwT9aibc$j{d#~F?K%j_QyXvlw3(Nm430L1=0gq0v0FT+YCeN00(j${Q zv{jEeb;VmoMt5^`bUk3qgiiZwHmLc=jtG%3GCuT)Cv}Ij&EzhP_vUS)#73m)3Ugbyg7k zIeSDJ5@h>oxRyNW#_f3}lJso_3j_8l$JLkuvDExV#+Kp$gL<84zSnJEseVYL4K?3R zGV@0C(Es}1 z|LgxycJHr`CuQ_g&$L@go6C~jtYFN!?{-k5=zmhH?LNsEY56)Zf{2Z@Y76|AeiYYo z#!H`@Kv`|4?=3R_&&)1irT6q81rLx+% zSE5)J(MSrD%j3$mtT1fOcexZxxzUZs&^Gg${o3B;e<)W!CR!5%))_tce%Fm!xz01| zfdZJSDAG%3d#n6owzqC|^1wdrv@ZCbL40JXIY4b^?!$sia$t>Z@{d_*v$9L$|7N9* z{*{R>bORp1ePny*z7*kosA~3ii{V4XT;3Z&f5HcsH;s7)>dWk#)C?u_*?K?Ch*@b5 z#Ui;O1|=ia6-Vq8Q{tgECOLE3_`veJ1g>Y?Q{Jw4epkM>LM7e!Oy@-$&$0AN?xRa8 z%Vz~phaVM2KP!xWR>*L?9Tf2Vs8B}O*7P=DE(7HQRl{%+1PVQ{ZL0n z)M~Bf{NtQn&dOP-ciNsti2I;#WN zP2^GSA&uC@fo++R z6WKD~Ro?2b#^ZJksEUx3CtY~Y8|)Z%flo=hP~WR>MWVPPqEPxk6sk{-Q|>*nhh;*p znUAiwVaioTM9Hx;2<8InCLErB&9^!sTy~8q`R`Q!qaeyr@VOL}>ol)>>7A8tou1}YoHqd-ycI)p(dY+ zMcSAJedl_Dg5ZnYGkdbxco4WnK)cmqBAUE&^CHi28TM+K}2AdeofdK1fO5pWj) zo2F&{Hb-Y%iwQW;B8OzmzrlS%-F~gw5Mk0=T)`Mln|kaq%+Rrjk6e%SeCU|D$KSCx zTqoV}HJ_TLjOp*YG%W&5TGmbf}Cp#9F>L-hyTwiwI+>oZk^`n$2roBprTrc_rBR;6=j&2x!~Eyu&qo-K5OudMTn%5*}DFAfuq~_Ri7uc_|^mfg8q6U z9|#CA8GfTJAE*MMwZ21kRDlSELey6pu|&{HVjB-k*Q&K_K915F&1W}75MwMFvINAC z@VNxZhd2B9AVu~#DB=HO;_Wz{lmI=0X%Ta_q!Eu7>9z)Lht-HOTupsCYpehd%~Dt# z#K`>~h%L%9n#=}-DF(@LigE6}Z)zGw_|J7NtgikShpyS&IBa+yUtw*Xp+_^>+D~5r zlB7{H{v#kcFkJ`|h$M^r3W!jNNd-__Um^LV0$RO^nig}mhkVm?i1xkj_wyx}JdoK& zpcq9p$Uf90cok{55mf}=1mE_EDN^JE2hf=H*@5Vs}Uvna5VxsM!h7UW*&x6*(K_2&4ohG%E)nC91JZZXiC_s^|t1!?Mvr6qsUEHq`i5+{L_w zq07nW)C`1pADcm-HlEO8U70)-hq|yM$uNl%jXWjEDCDFf$3o6km!MEqa0JtNDcCM(L6EcStNSf zUTzTHg^li{g>QV;0xp##|3$Dj_?UA)erF^=cB0uHPzX!r_aBGzTux>H4~sj^;Q{$1 zz<9PIQQXO52+@bd5XB9KNgZ4Aak9iJgnYVD4=FlHX3L1!M_jx(EtqOoD?icdl!z<&1mh7@bZN7OBS4#<{?6ysDQE}4 z<2_T99&fs8S?BkOqFQQs4q5aFR7>ez)4TZQQ7y*Jf$vX9@B+>;=E%$&e{75fp5p)L z?(Is9)bM99@?7Dy%0Y=DYU$L!_BV!FJnuj>Rv?Ro4rYNXv0V!^N;90sDxm>EXITx> zyD%9qKo$m9Rk@sxBE7s^?l4wp&;aq(!9y%VIEQnmYR%T=%VGM|FaHJhdyRH*-X&Ok zWnYi*jX)`?-HUW98^CJWYvx0Km^f5eyB}U63qgq z9ziQcfKsH|+au%dTO(6iAzc<}kwO%Aas=Jary~f(QSD&UP*JpL;D{OG_GUW{;eP8} znv}WI1@wul<2kv3N;-ImmKUTb41jaoATlS!QD|wv4BEplWOeKkIQVCeuRu7DylK1y zf!F5QL{i#Msc8P!)0}Cf)>xd3TinK%LosSWqeq)K(dvkLa4?DsZtDy-bZ|6xx-~{I z>OqBnIOstJl@YOL5_l&io-a->xtgwcJ{J$4w3QmqSGOWj+<~Z&qBBt;N~6|copnRoH=&noz`*6qH@+0xA%9DhEu^hlGN8W={EjHlXRYltkUZn z#r8PP@&q`X-!>GLMAYYyb6P-ZIi4dRsY+MljuAYS;5u-K^vosm($RyPLs(?iz0L)C z!WDE#?0D03-oX218LfKck0GU~gnzI#t@dFT68wMz%N$Piy!izj z-iJWT!m>tKVrC~Il%@SDZ|b-*mQFjy`##CLs$<}mF8nPmR@PO)os8keKO4#*nW=}) ze1etjd~k=PjEOj9aa|5M9q(B)WP-3Tf?G_C7-MAxjA<};>!*3%02w=+u(yW;)_XV% z=Q1@)=9L4`O*}%L!JRImY|evQ>=y@EziS!-s&!hLT^4aVA&OnDI)m~{&8Ts-t(6`#M~ft z#6}(w8gRGZI1R7|RJtYzz3c6}$Ku|bN}BgVuLVGR!LW+o7MIMDz1rM81-t$9)e8+x z`LJZa=pbgz*6j%anDrpI6(Gbe=WBcF@29ZqJOHX_u8z^ttO)n@5G^fQmj)gM93)z+ zBMuVVhw{!aNPH)zSf%Ytbu|SC4+3I{L27bf4dwUH77i0=k?aQ+q_1Zy62%?OTK&tc z#qy{YtvPaN7+&-?k_QdCupRj0`0%zsk`-jqyIRO^blUu1sGPX_*D>aj=(t_go%7!- zS+%RIdkLSiw7DcYZrZPD~GZd(E*fXUBm2P9aj!YTzEb5RKgfEzc3Z~#CGXgj8Xc0FQ@ z$X-hvTENqe0M_3LB%#jM(Jba0bne&j(fU>(3d<>4@YSfE1IdVJEkjARAiAgt1;%qS zC8uL@6Mp3bKp7;ro<+M&rD!xLAxJx=%KpRZz6lD&jaS(d;8+C%{y z_7d_|Lg)@8_nadxa%Tvhd@vs}PI$h%ogsoHoDXCejc~Wxjm=^BJrwF|`n~I6N#lTs zaV4Px84(ZTVl42C>KhggPBGaRIG`#XV#gG-Psdm3P1$ymWcLD2XRU*4Kfr%1mS^ZX{$h?eD|rO>rl zqoZH834CVpvT2)aluI93*XzSHyAKrzt;%X01?rHs(d23OsLA&{D2B0r z3wxI=-Dae~PS)OIr;B$0s6UJqkEGwioER3{8^h;EIN>vo7Y zf}fKGF{~{Rm21+1IJkvZD;m>(vNBOhHzV3TwGOtjo0Kr3WjpU_Qz>*FMcR3f;r#{m z)3ab5>=sKZ8q(q(An*Vi$|6IcY-gm)vUOgUx%i0M@ZBwAv4;cuZXHcJ18&*hJBq#1^dyfIsb-lh}dtUt|X%Ipcxc zkSk!>gm0Pr!|Y*GUrvgrw7S?v0$`ZRmi>5;lk`%7Se~FKOL4zwINh&80qubIM*?+H^1K3GF@8H1~X+=v0!ugil$PoN2anvLd** z(G3kz%{u3-6S}c~&Ro@ym6tQX8o0VLTt`A4h{~9N?|${UzJk6W611w#X4%LJCd~^Q zTqkt;V!?E3b*Y8pGGryK&E8I{-sWqCMT>01(?;rXR-Va*d_X>dY+?|6REIUr!dgY+f3(L)Hw!hq2T}n+?<; z7AKb-G{Ss?K8{?UpmG3nRyagMt4=fd@Ij8hqtC0qGJJ9s~RNf>U>y>R2F)$i4 zA)3Z(?~%PZ3qD{5iPpPlQY}pwW4J$11R*PHrrNEiA%vJz0%0RdgR2=Ec)P75&D)-P zobpRvt&&xc$~Fm~vNTyu9re^LyGpymxGP0iZd%}ugc79UO0uJ_DH-fIFunSWKbQ~I{Ubc~sn;hKiF2Z$M zVV;kOS>78Jnb<|XW>{|Mo{u41INm($*+8BvKo{mCT9)fn$?tp^mjwfzpge(&1Bfhk zpqogEUg+oe6C`*#>g^@dZBp;8uonaqxVN`|1QWQid*cGmHTmEJOQjr~disKh>ezjO zI+Kg|l3a-st~l4}vs?Gd82d0CfH7cV-Zv*$y$yXJbISd0fo@(AH=x$jl2{PR!EY6_ zr3a;}d)@62zV8n;usY@Op;vTmj;UZ^w5!J@FlW$27IN8d<0%7w^PR0O2>~GE9hfUI zLkfWZ#4tEOZ2rwJCdaS`v4%(x8cf51AMT@}`*gnjKnWh+xj@!AQvUc+fzZNdT&ISE zKp26Cq1_CAEIRQWq||T8QeJ|%WF@_CY(eFWVrz^#-$zR$;rxh6Mg>qyTE9DL{>I5j z{?qC1g>{=*LSYEO;nLa3zfqPCj;YlJLCf~0gV7SCJ zYg0kA?3=wgEW;hxK=tr8tj!k>0Y4Hy1|%t0wLjTUk;z4}n{eiyj~Jot5T;cjGLa{$ zm|c7SEsxoz4dD>Xev7lmO7L{t*-I8?Qr-$%{+i#S313)bkRG%SG%uR2oXb>|9v4)M z45{aktw?D7GE?+?f?=9be$md}{~Fl+EiDnrZE%+zS_sj(g^5-k;)90;_IFAww-@N; z;I}60XmwW?;yl77dkAmEwMJc@hJ&bQk*WF4W!JSz=kAD%*-%3zBSP&%>zN={!2LU*2%A1_)3uB6g*-&@mJ-XRVKqGKEkP9nG9O@@xnL$wbaV(cJRb>I*q{uetImATBQi?E>mq(*yp)`+xZ<51+d zRH~J%UivkIBr}IMuKOF$EiIEZ`>;1voK5R#Yl6-dw;5!4oi!jykK38nwwcO2j@W2Z z5Q<|_jyvt|?~KFWRS;$K)Fb9KE|!y-#Ad%^i7R~hn3)3q@9+{W3>cRBCJvvuX|!8h z=fM5g4=Y_JS1Fvb5myEF=;ujZB>UKPQMx9VyU5{<(rNaC@L39sca2V|w9n(f-g2Cc z`FRkP$y$3m(#X;$nWTT7U+Bwj^Z8hd2=85%ncpv|^$feR$$pq1V0s)eiW*3x#q^QK zTl`B>_s~99!l9s&NwOlm+MqqDfo!bsW`Z1)S~K&LyA}7@$Qf=nWeNq z(+j0^&H3e>?SDxSJ|f6KDL7bnFVc5yluB{V) zsiS!Y)iD8I0|Bt7hw%zg*06)I(Ie;i8O;d5 z@M!_KRb`m{6U8KhHG2EyPNJVa44T$p=rZZqwtsJN>vWq&v#Y+odu0NQSh#Kf-<0{R znAI%{r@NbX$xN78?~+}cW=9$jK?EzOp>Sc=Z~uFi-}74YVE{vKXHMhS7huhhPhxIu zpzV75Nkywovn2PJm>-11H(<4y2u0m)v@g|Ac7IJ|$#|@%XL*29GHo$IX1^mrd1hdS zx3(@Pyfvz>y$y@cEo6b#N(-MfPVrt#9Yjs_vd|rF*4=cfZ=Sr9s{T9a-gNUGE0y=S z^O~Ad)ksU3kU(CPRrK#HW1+_~ll;TKr|pBhzsTFIS!ofsZbh^aH`w@wXh(a-shtpM zb-S!F3ZUfe71r0tQr7_wmAkUXLwy6v=eV|k?&HHX2ly1+(4r%&%`NnBfdAX(4rq&H*Ciu6v~uF!-;;jh)2YyX9RM(#jKha0mjgLC)gg z-G`)?`Sb2e3?p4XTtHc&D^n`5H`$vqZ`)sE@SY{vOu2B|(B*INRlLh*mej{ADVY~9 z>@V-n({AkaJTH;Uuz)-I-}`uaA?u38-S;ZU?lOVETvD+_6Z8+OUg~qVatqsxs0ozI z5Y-uQXvst$gjsNNiib`NSe*O9Ee%TLUV|o?0G+H6BEhqo>4QpNCycw<6NdKOPXWDf zh}HbN!k5edK(0>OjfU&nJoDR_pjkTerVGT53r>}P+sCJGb2ilH10N8|W+%3YYo=S_ zEeY7pvZqT(V`bilx>m3@n`SXY04`GdSIA5|h0K5m`W$9M5fn9=>FqKEZ%pXAUR?UY zt(KGSIfpfY?!Q-}1=T6rBz)TL6|CpdXN2^;Gsbft6bKa7Tdt+?1SeyACSK3uVK=0t z5y^ZK)(nIRj|f>!md8BN4#qH*anZbU%rz_nERLkFz6_|Ma1|Alxvkc&TH&d4DWUfb%^NSuK<( zDYI{kaI>(e)Rj|d1wE>)7=Uza!SCWA>3iwGdWDKWN)TzRs8#1V%yK#wLCf&I z{r4y}KZMJUWTL}y(M^kg#;v(9*%>QSvU_EoC-z~Z2jMg*bFZ{neHZWTKC4tkm1_R_ zxZb4BN{VR~85W~U_V+AX2b`xUUnRN6O|M8bZ}*NFG^-bn)u4ISu>Q%`>P#~T;jLId zHJq&5)KUV@bi3K=>dlN(eK~9N6*HV))tBL8o?EQOGd{j6d~|6V`^><`T?_BNPFdyy zVor{-jqP>VSrgxy^zzx>iz~uozPD)?@_LFn^EsN7pxY$Q94#ZcF)2Qm;U;Y zSM`(R6|3pS?=z2*_T!FBi?VdCy~qpCjz4wlL@$5S8=9s#z3YxYCyCYItes!b5i3&W z{X}o{!z}4`1N)f(!Pb`FFn(kc4?V)6H3NJfmkO{lgx%wGzq3sxZ%HESUc#qM(u32c z#YOhnPqveAvgvy5JrfA`rxiGy6Mm9v9d&l;5=M?C>P{;qXVG2XYhG5I-56mnl2{(I zRgpZUx2tX^Ju~*Ntz~PKTBF!GU>=_N&-T0YOrL~Z*dEHfVSkBECO^UhR}WX#3%G8f z{_za5Y5sCp|5W&wy#^_jUXzh$h$1S?zxVO<2=otrCa z6wCP+9;Y>T9&Zzv1k84VW*jwUy=KpC3_yA7b*pt-W>*`#3^NU&aB4uU>lDtFqndLI z;W6H7n*SKH!8Z94Oe_js)aqqQN|dbzJ4BiC0YJN@?hzZpIH1EKwNGcfxtfwP>7CX_f>gwrrR9%yw*Wix#_CU9 z3`@MX1sH!9$xmkl;iCn%C7A(`?Qek(DTb|-)ESo1L)Z$H%r5C1DZe?;5GNBuZkqIF ziV-)^QKOZOsbS;-fowwKZl=>C?;y4=y*996oHBTJ8@t`@4uKf0WHt+*n?XO!*zExa zsK1%-#`Opyz-|VrM11gIKt>g;yPG0Tqm>$D+?;}w3y88KQLg=C`BK|8O_)IovR%svlId3qQp{^u9~O)73IUpa(8L#t}?LpJwgJge`CI@|DD_>UVIbR$ zou0nXx+dc_$FO*)RrO0|V>G9ZF~DYLwa+U-B$}ejnl~|whIZ=b+JstRpm^&6Yc21EAdnxb0b5i74IL4~0_c2OE08=|;~$u%%A>{7j7q#Nl2fb-fi#q z)`Vx-*t+iFD+>I}?~3zkxfSOwcjWzh->BU2japW4wlFXuxo6Icjg7(ircIU$e|Cfj zC5?EDC(i&N;6^;gLrn+|&=1wlDFnTw{NngkXI@i&oB!H^J9xeNmmHQY*fZ&JZZ&78 zQZ_Mx6n6Hrr%`>OETcQ0CR+h@u`vKuSFkw7Vz zW6TTRX|ce%M&PJ-*2>p+(*?fy)ILfS?$|Ytptd|lScF1{k*njx+N-ZB=d6PcWPe_T z`KGrB<~Xqz=Bo9yP>WzXCwn4spuQX@Y24fEpjjs+h4p=Pv;hUc}$Ik=WD+ zAj;iaO|RNm@Nd3>{r=MG-*u60_5Qj^8dHS7N&;V!yHh!IhJa7Xw{`ibMVFyduNVEc z_VD&Ar)k7&_cA<|dfK5D)Nq@qyo z%JM-ieD?KiwXXPa%kOIUFq9zT6Xf4X0oX7Bqo*)O@kKs$Wc3W$z|o_W!zA@>UO@qmpF7H#Qp?ddz3EKYXDSVHlm6>|Tny znJjNb;#9h` z`z~-`K3=5PzD}u}AS|5=FOc_#Db*O)oGG;l=t?>O;X;%rM4maSAOZGyJv}ZnousRk z;V9vV-}yE<#&G|XOo7?qQv7BM9J!-}2?YRBK$DJ;SCqcCqD zlRn%f`mYVmi}W;CD3yw=DWXfd|E%co6``b$et5NfKa?B~*sqm1oXe%aqNn_S@6mgH zCtzpYjC?!1t+X$I@F-cEm~q_A34;}1;$XhOF|>G*_Fbk_`mUS4Ym}|Nb3sT&LdiyG zHdIiF6X}9oY=LQ5#-iua85r(-z_^v+6=HLKN^M5hns9fLBbay^>y9H*(p?x9yH!Mh zo-({>Zcw(sRBcWly8`QF1mAleiszlhaX5TxLGt=Y*0#(sQ@k zkg=p$CnfEj+jR8SbHx<6b)B@_sev`*Q4rh5-;^i1uHufq5gdbK)IY`9=MBu@1^TNY@K1+0odXd6Um^+Km5^@4ePpRl5}~|OI?~7HBn-Ulpny_ zBZy!m;*gfA{nJMm-)bys3n%iOQA12ZHlhxH7YWXjK?+AVOUz}7OowRG!+H&HMiO;iB4^8ILy?@op4m)98-wwH-aS?O7{vItfW$jZ^cmZnZKZB;|>CShVZ+`ziIS3Z!Fqx?^D*jgil$ThUE=s@a&Vz z`*5$M5m(Ow_Gp`_>d>P7D!c|`3iQ%zWHg+s{dup4&rwOTNeP?L`VXY;G$1Tw zDT0MMyERs#^teT8nyt}BSLnEf%kHC0h$kM*@ZH4LM;c5_Fd*`!h=WQcC2q7hs10k7 zAWek~ji2b&K!)ymMPe2acCa3vfO)K3sv?j@jSOYr^Rl$6fDMiW5`-M z>Ol7ARhY}wErR*A49a`Hv>yFhTRo`bv|e2w>lFg1u$LdcR7=nK^P+mxbNsy0w(Sd| zDD9p2b@{ehS3k%;z92mfgnS7r?N3swX6fDbSlsRzMeiObV`b{bY0WA`c5fm+ZuiTw zWo4Y~*J-i?J6g`R{nT~KdR^T&n#Z=N1KFQfVRl*(!M{0vOk@cx%~DYg^$fNx=Yw}d z^D!G^akm#j!%j+ypZ)4+3&wiYP4q%*gZ$T3gjGtGlo)&Q$f}zo$|#hcp^5Of?^3in zZV8m!I#cYyoMJi zU33cPu(F2>M7Zt%e{UNCETDG7BjwF*upmdgxBa@JMgMzf9ewD8Vn4d&vx|83W7(=hai>>9OFmw$Qz=KV;(_=96sPawGdT*Njm4@M2tl(#fe(;dm>J5Dq@NJ zP~zfR=RVi`b}1?N_A*uCDltVPE-reRDwOKE(Ol?Yxz6vI+pa9PgwKU=w~-{=A~FY( zE(W)j$Q$@mngJ5|vO7d;aT$8wG%Q|vlWEfGe}|>vzTztM_D@*5bnskn|F~J)a{XGL z*ob;;1n3OH5;R3mT)FgHG)na&nXolr(B*XzbSo1gf6FmFOH$vMs1~t;Z;DNJ*4wy` zb&fss9C`@&yq$NmI9m}S$O~0O9tz^GysLGJFvE+{U4fDLK_vPN?{YAB zLiLkkObq$m;A9TgekiTRIUa9VrUJk1EUrgdTz%I^NOt92Elov{c)5@HqJeSQaBQL+ zF^?IhTuLfDqBC*ga;`%xe>=m}A5ZQ~j3NSTLl1Nkb zf{8DCno^d?E7`d`9%=c3fdT6V3>uLk>!(y+47}{1+{oE5JS*_qauyg-BEU;GTkZ&h z0Vfu?>UFRl81A(nK=?ho!5H_NqLT#%dpr&V_U}h(=Z{2CYnhiP*WOsxZpTb~&p{k@ zNC*8Y%!A!60<~5)Yk=*4CmQ!&55cz4xO6hb7xf|`Y^XllE1_veEyea;I_h~^u-{_6 zcET6;Tg=z4wx)fTqA_nIp*cyxm`A0galO`J2VNxnT+`oHjI_?Vp5e88X<<()7E-_k zG3BouAmaACmlNl!PbD5o-~B8cWpxM^*_-}_Vqh0_Ab7dQIT zd)@v0P&Q5N)}8Ozfoj2c+^8%fm>V~;=RK=$WV&~Z-;(3eup3K^~}73EM*W!q9acna@2J$T8U3|JHzc2ZJ^(pN`Y zP}i$&q8Ggsrc+lD=telr!*NEMkQL*@>R^^}QUo1JG>XZ;Pkp|s0s7Mfz}~7U(gk6Q zq$KH*YPUzC&B9Ig#H&4k&vN%7J;irQ<=|$)d)c(=nkENZz^lD+b`}aSE3ILUgc;C6 z?Kyz5L20!hJA|`x9pZ^*c{zq5>8JZ?F{FQbzEl;Oi*z|PBE$R6y1PMg- zvnCgUR2oPg@huLwN3^_qk)ELorP^?Nd(0Hhc2{2-O8RKrI5iGT2_MN=kSN%nOR6fs zF~X)8ljeZTk~fLI4!+!c8%qmE(R>*f7L~Zfxwx&j0jS~-(nWp^W3b5E2>OTwBjW0n zk9tGi=R8>FJNdDScrTfKheQ1RM&USnN@+TX4^cQ}ZYnOs{}#bqgH04pX)91|uZMAH zXk2;@ArVE*?A)*K?Um59qt-oxYLZWC+l6Jhr30A9V zkEf8kM9HO56D~msPWN*~Ex+yCYf87UoW`0UkzmQaDnuheCr8qupQKHU-t4o8k%wKx zS{{4-THf%-#dv0&o`+qwXg29%0nGrkrWYm|NoFr4Q3Wf?p`M#lPK>DO=$zY&q;p`@>e@L5fDzB~YXukeLtBF5s%pjh72IEHEw;d)mG7V$(pdDDylLoappM~i%+=GV4+a}hb9Gl5|YbL)W4 zR0w-=tC8G;OO-Drh+Y=g?1)=nh&!S^Aw>#f`212$iOwv1ej~QO$JL)k?eYaTHD=Rd z{W65V>c0;4Utjfu%OgY8_-biv@ljVDgW31{$KwG zW0%Hz->&=bO@CDkR=|NHUtToZbyKV#&6$fqE?U~Tz`-;Bp}3=Pst99&#!$Y48h0neGr z^&;=%H8gTNJ+xy1bTj~*`k46sLvX1H!cNy5&tz}P4aGPCZuer7eT zmt9Tucu`p3TCi++2z^3Q&4^jq{6N)=%(!!u7PsU_-&OGX z-ATJVUrG?Ai9heOGB)6)X;ZQ zi4*Bps!||7l5@~#-_^r7X)G-TI#MXTk;E?3@#4AUs6=AK#p7qSGE)8#4AsMA%7|@% z8K#E?2#&JJ$=MAF*Y8_Ba==V!X??^&^JtDK};6&H$Vz}ge0NAuQg4W3JSn9d=T7F*;Ez8#-MVK4_1oFr} zunwu`JZ+pXt_YZT%g$)>hml}QSuq8gmMh^v*(z%s7=!E(`|0Z%BwbG-Wt~cwMpIUc z>IKu$N~d=?h8LX)`9Nohw{6!viP(<7+&L=^eWRcPAJDPQkhID2lx#Y^7<9(hHExpF z=soWJ4l8%Bdw$*<;hOK``Ie7LV4~`~6m}k#*p_4shDSDramw_(rWtYAZ1x653T)8_ z9mxK?3UBLLTb4{K!{gO7R|}t_3e5g<)8ty?#x?-RV5}d9fnd6*EycZu%2p(Rj4(<* zN*raJ+5x(^vr@0xilFo8*oqbkbP{_am?)qmJ}pBAt7DWXM# zP;fFHy(K@(?l_L_;RWSt;|!1x#VzBY1KFQf;cY={Z-D;r$yHL%z16}dqiN>>q|sq5 z452O!J8Q9n!suCjcNkf#^Zu2C+CF~FAeo#Aqxzm><31Lk%Pl~wgSORlO|T)SmvQif z--2qz-nJfUxJ}uJgD1RdF6*#iPA80!2^y^A0p?JTw9O6qRnNlVO%AslWuajw zC9UYy(IyO)FaQl ze)|0o9SfkY5v_>`YQY*4z+Itr-)hyd`1VM{HtdfU7ZlN|h%*7HS8zUFti*}*R(?r= z+*cht7vcv1yBYEJkkxPsQ(mnIRQ+L6V*r0yjD5B~iKp3IJBgBtEX@(CE6F+v7 zGWMn7asg!UC$krV#k+7~6))1$MV12D3l3NLVJ{%J_|R;Ymcp(0r^IH{Fp!)Vx|1n# zj946C=3op8`xBHPm0mDTb&$dsbNtvULP=jAyvGlY;;3?dpOla9gCzk~9l+9v_Bq1E z2|9UxQ*(nYl&qI=*LAhWpPd+VI|L^Nl=6(qNY+(R*vsv67>vU(DAYI)_*@R-9VwbX zX8#}?cv09L*#P3@JA-BdKFaTK*QT?=AlczrvjAB>P7L&khteQnY5#VehMP6#Y0Ue; z$L4AksZI-}@=cAg8?;X5W^K*gc#e`HEiC{9+L7fEF&vydhp_Ih!!5Yc0c5A+eGD7d z-6>mb^Yp|p8{Gs!G`GHoNh)1`WN(vC#T)EHuvUbcfZdA;O;AC}HnJ`px9>@|m%hjK-Kxi&%omrmi|h&<cV!WJTaN8p!fVYyb#C8ACQe7OZJO~xzrBiN+a16p(C`t`bHz-p z#B>$7c(0gy0!98o+%}iJ&e6~Dn$V|IS3E8&piYXLBEShdIncv$2sL6CN_7TT;rFl@ zh^Nc0m4)d*Kx{g8N?9IPr;~_T{?j|84`bQsn@k&+DAoqr^x+|BrK^GVOo}}NA9RH7 zmjdCM4}f(fWqqbY@$GtmR#ojJ9|>M&?AjI}p6?fo%iNj@;T9;{1H|!Ez_AVi;y04b z$-j1;qMXtSJGz|b@>%2TfK2l!GUjF7uqdkOWxa30#>;vVo55aFlJ=c$md_ix6<&%> zJ84Np|6V0+LQ+ZjZxd zg$WdBa(N!KApB!gW}kMEtWjhcmLILF#hS9T?><~UU(B?0=k2A~w3C)nIloHUgh}#T z{@X+^%kxaqaZs0892Pye=phmuJtAuRCai07_bj$IzWMujHeje^niQQ>CV*npKF)vw zhk$GVCksj%@7HySoo%kX2V3^j=GWa?*q&y-t}$3+fuHU3HOZS@+~1C0YF_#M=jF<> z=^T2h?cZ^ARN0E`gf_UoO6(KS+P4FM8T)*Hdr)30tOd|&GkY-^cT{`Y$07lIY~89) zu!emd7B8Dy2?S)_TMxj7k7PGBC-?zB`QMzw?L+&5Ig!Cwfs+HfLL!r`wL(~@ zs{q-=llLHvq8DoS4v}m3T0hPh6u&*<8Hl7uO0-4EuGzgzH|a-;WNfS*9w37wnRT@A zRmAl6y2=w{vh3v+$F01wbAodh?i<_W~X~M z7KxfZzNPN{$+F$S#xe2OE=x66;57J_*rDcF=s2F3N*HeBxD2mgYja}2M3!A$7eHGQ~df+qg>~nT@QKJz}!1PZ*bgVWsBGwKQ)LYi_N-lVcUXz?M#5HF~Z4E z_oA5A-_dSMYaB2@#JK`IBV=Wfe7j@<_}OF(M*kqPY4~1&fD>x1Peh1h&Ynn)>DheX zaKJ?VM)<(!wl-Vn&VBV3cgm^HZ!IpOF+r=}bJDrkA0&}>j`>D6fr zxhyRP& zhru-8rR=OIai`3VcH8SWnV5P17C=&|BtGa?#k6sbK?oF+;)31$*}4_GtN0Cr%lrhLN~{NM@{ zl{M0%Sox1wTk2R%7LG+39mIi)OJ6p2-;ew+rn<5FC`B)Rb@U%#D#_{}`vj8o&b(IB zGfPkQ!I>Yc>2ZvndA_UCoAfO)+R&mtOu0X#yF;N4IEuXe-qBy6D6ds6=Au5CBq~lq zse;WQdX{RbH{((YSEZJ`b$M#G>EZQwwgTf2gRCO>Fl@~o)BF>H8>%x$N;#KDahs%b z9g&os7Qd?f6NRQqV#heFArbCOYf(HUU4bM!(_>LQoGEfz>AR|VQ=esjPKdf25SqhW zcWysQhelkp*vFS?UY@HANd9Lded~ZM^WXF9ieOr{@qO9OvH(SX26!GGlTiAKCHjrZ z3F|JP-_#%ABu_D1Put8~3Ze2~S$gaZt};K=W0vIj(|1*RlfH$vXyh$g6=X3uANO=V zZl9CDA6JEJ^Kln=3Vhs!p7Qf?zqI`eJ~mXu4VA*YeX-KQ0KQa{$q#bA=w>>Dg!(T^ z)`MjZE`>o^R+cBY|9Q-JO)JaqyXFWh7<3-F(6w$qO9w|>^HpD_IfyVR@t=(}2fy-| zo^Pr{a_PS>nwxDp^nOV933AT54Zi~~#bHs(dCRHw_haa9wMVv)#)-Wj^HOe=k9nn> zGe+jgl2s;G+lI}W$hvC<4(c#@6Io5dOCEkypq0k_Q~{nz5CVBGp<~f{BF9Ls_eA4# z6RxGd#2=@dssO6Z*%XAVmxC&8CJ8|p^Q}QYvJkSWO6f8B$BNMa-W7N9{l)ESYh_qF z>I1-7+QYOp-IOKB^$}xev69Dcl5_%#m3(pKrFQ*vmo9xw5h%P_sK2yzJB&#fa^_?8 z6|wpqSw9F!ezICrSvMwOVJuNqU-v$Lp@n_|unJ#r@~gk5OpeC;cuR z1pKb18i8Ugo1Z1WD5s4$e^yia_*wCxj0rU2@vWM8JkMbXnUJ8LXu)P<8Yw8z;KmA5 zT*&0{2^)KAWI6GiiflRe$CE{dHlV(7E$PVjwUiXqKX?$dcQEKL1g)U>Fq4pW2-G=On+={CteCj&p-jAEoX@0zAR<`4c zfw+bHPY~}TeQu$w;)*{kJ#^OojQUubgMxotXhyxjECc#X4_NF0xb~ z7Q>$_N7O`IhDvI%7UCsqH({{{g2easVh@C|6MA@dHubN#l6>a#tGTtG=4DL1-dyo0 z5=>p=MuZ(>&+#Y@a4_ z8FZDDYI%YN@;m!bQU)Hf#m}bdqxNXDf_~|vz-~11urQSyQZqg)WD3Gyc;q3>m)*ZN z(eD-0!4f%{xbP4=5Xs)@tsySjUx{!(j464OmkZ3_7_;^dU)kv1UlE&06H$?y3w z;Ohz?k`M63AJRHM2AtxGKz{~O%P5{BSfjqqWQjenqdrchK6zGG$4OmDsz;KpY?{h- zcr?AU_aO^Yig$NE15U@!#H{96ex9Ch$WrZEj=Np{NLoB@y&*sA7^m;a`LyYLT0W?w z>$lPK=@MOw9?ttIkhHwo8tzYR^K?U#JpCf+TEQ)6>PisuYXBa-Xln6b-pda2z6MYl zb(RJ|uHAgH@$!Onj!$Lu+LcWZ`eDq1V2;0j85828%vBOli91sFXE&tl^le(}Z{LsU z+6d`Bn{)bkN&0D?qrL7piI;$$B#Z$#lAuzGXlW`wq%$jZ@;p^$NvRN(koV{}5o6n< zXNJy_)S?imCOd$BD)q^;y6Pu%r4C+o3$wsG9KgGfT*WR_@%`e+r`MO;)cfnFKS#wF zD@aJL0%5BZEjmolD#B8_MOL}GDV@72R-RrKfuiJHB$75I?u0MLE*3Wh#E-v}dE-dR zqLiZz06bGQec^{RZX7*_S8avxgU7SKW*hTP(bjfjAK{>lK=jhp{`;41a^3qR%wJ2m zC6c*Xp?NI)Nu-NbXry~LbIECrnO0@mzq*>hmjx!h&&IdfP}zjzbJ~^J#FLk=F#J?^ zI5g%gI^SC}DIVW@YTyzW&T+574VKk#`>DnLNVF-;+ob=*U1<7>WW2Bx8g75-uNW$@ zI}%u6aV!N!EKmE~6I)S5b}6KDn6S*IH3h?6u}vO%Y~wNES%aqb8}C%|edGN|2$BX^ zwSdAt<5j7{-uA4GQ1v#}8eb2<$Ptxu!&!eBM3A}`$bwbP4?z8<#VGE(cy{+)RLAer zTJGvwF>uNo)BX_edeUlvcvzQ8(5rYBm3)}qL?td;`NsR@q9r~pr>X>qJr2H%!VTFk z^X)6#ZS$98_m^m})QYZbzq{;O>iH*CE0$rW$u`DNf{127kgdzGf{Zlk?>UQoL`RzN zxEZo2HFY?mH7!@ejA)&EV`b!+SaHo2(;bDGOe0rJoubb?G4-1rrx&I>ePH2%h24VY zm)14aY2;#mr?lFp`1?WBW4_QQpBa#C)E{^hs`&OH1O0&}iD%K82u`hssS(QRF{Ko= zT!C9k;qM32{JdxR++`MaqO{NVb>K6FAm;2I>ur{%84fF>^5H9#YGLJEwcFzF{G?xT zQZijN{nN>|U5M$A+oFjbsRlkOMWo<^QsbfAf+c0fOKlq?X)0--RmGp;xumU@XY;~F zyl>qf>HATmX6q&11@AY)1iGcSa!>m}mmtuVdG>9f%Y=8AqR_?txNmi{uY|AXbzAx{ zae|>YOL1g2m0e6i1zTY_o5M6ny*-88xr_uOK;mAU%(8XmKVk^Nh!&jU!;d>LPo;ok z;Er2_c@AI{&E_(bw|DKwB$+%GEk4UNCdEEJqVq8%edGd|nDi<&J!K~sv+zZW|H3_A z4?HI5Q0?TeZ~F@6m^CuWh86TJy}AcvoI?uulAb{!JA+0~Pyk06_@)PHKkYMq`=jVG3HQyG`?6+z!vOLd;6Z~kF zwtx5dU1@==H(TpC9rG|XZOuu`tNy3Qm!R}(nCf5}x{)+ifwx~5)7jL3Zx2VIOeX7l zhg}NZm9XHqGR0OHGe>PnU#&UJZpOAI3M-rI-JtB zQq1V=<7*ZEVm05srMn>d-pl;)BcybvJ(Aad@95%uAmO@|`(GZt7rdX|eodtJcWeH4 zYlF#rH>KqAbgX{~`ilZAoi>-wa~{4MTP8LCVXD79A)(EF{w>4YcV*im&#hd%pW@Kw zfwPgmzjF72KA8vtJgXBF4~?EZrb|s15AJp#uAr#un9-Fh#%dSIsX;5mqi~zTXBUXDoio+8Wm2ZF1ltc5SmpahyQb(P> zY>#=6fhME4og=>oU;X5jV7YZh?Xr9(EcownaQ%2SARZRruU)@UO>&1p_*1sy_S*aa z`AHI|?Q*i^LI3N)c7LLFC)fXuP}V7ZBBk6gFZ&v4hu!5;2}+H$@|I~TC$P}ouJ7)){S0>u)=tv*{AFJ+q?|LnMsfP{QeX@zO`pH% z@EnB*|AJv$q%mz~>;j~?V&!0Z&fmFyOzN3`f7Q1rT;8VQ4&s`XTIsy%o=HTw?g4HG zR&JX_&xI zB-9c{;vH_!>mGlaUE4V# z^rA7<3Wa%k8{yKHN73Lmo^{H~2Z-JS-nS<}CqlmDn*D zVfTKO1e8fEzvW5xSKTI{5`Kmy>-6mBwov9=m-jN;%`OgZSG$2ku~O9%Ji1U5OfkdoavM)*OtaFIJBCOW(abBeG zT7GYxtzAa)qT)#BDSsYl)xSq_h{@3cG>JjTCUkD5H!N@ZGXgPXZ^}m~ zJf?EUGFLIhj3LJ6WO>R=xJ-F4ZNrw%n*BBM_(INowqN4HfDg(Fk#o1_Yqmznk7}Gx z%GH|I0bZUiKSe3h6jzgBeNi5`GCz^e!xIR5RqI@O1p%cd@MW?cI z<&59*`t~(r4a}A%R3iPdtYl}hq81CFF3W@opf015X^3Uy|H4leKkmuii;F8C?25aH zlI@AVIx4t@GsL817-EsB!XaL2OHJr#6Q<@}iA`cRa1L`Q{$~kFra3%5rQiaNlHJ{T zM@ale_U2HlIPhnY$e+SLT7ni6h$wPRlp7i85d*6Uhc(}npM=q5Pu?kSq;bMptGL3o z;t8OnT=@6)?0v|tuA;)bp(_*wo?uGK&XFzk3i({_n&L(~<(y_-66NwZfbGhVa4+Zc zYb4mSsKCZ}dK*QNgmQz~SNITjd-ZV)ST2oHbS}OT!C0M}K=RO?6GBLOOgN10Hq-FW zyYRp-SI^#U5Y)oloO503*f?7zs0>_bTT8sDbBhRR)fKj{lj@<)T@e-kv0CZ5X_o7R zEOr}I#E;~uj)3B?f9od-sEHJfMfI0M5S_Va79U!gMjH&A5#w7Y-fjmy)ko^88& z0B}s&qtP<1ySqU?(s0jL+Y>M>10}iNvnH2T=l8``S8aEi4HgqEk$d$50A_eb9cm-Q zX22MxPyJ^MZ$Cz#MT#_zp8gHX`ZYPZ;S8b-&64JOhl-L@BfKgnmRo0Fhi8K5m7i5+`ljI6Ca#4kwey88-s#4{4eQ4){eQef$?PV(6H%MellRkHb&G z708P}A|rBgDDi;VX@akmhLk=-V6|O}iM4NCti9Hll7`9PK?#y8*w(G_AY}33|EAxK zx7QQfLmDai>J0xaxRMo09|S-J?vJ|?J4d{V73|Rf18=%uIDODWIShavY@_B7NU6s; zFt9=M6&2PIq@}=7x^3LQSEm^0GhOj2KgN6)VEyHjAZY=z!|BpwP+t8{5Y(R@6{LL^ zz{hUBD0*ty^HF~DE>^DY1}-j5$HI!XQmQ%waCY_QP;jL%_3(Q?-%`*;N{(JOkl0W_ zib}?5mz04Rd6fnQ+h*BUj=k{BSNrKys$R$4@xMOhF)E(I${*FiPY8t3+U13${aMxg zv~!=OyZ|aBDn=b3N4K*LfHF{1#SVbI2~%sCZd<`z>-*f!Z*q|u28JDyFq3#698sN( z_(5VEbaQMD6)VEKq^PE*(Sl(~Qr-e>p1Zc^KH&qXoR23>J|-uUajY(0F%gVqZ9nXsod`dfb_)SNUbNebK6aK8n-` zL5f)#+lcQVz5?l@Jc(Sf6sVznPhnlI=+%iigtNoL3sGypuXy-c7F z3g{7Ia(E1qgo0n;R2pzh$Vu;9qD0mx^N%(~S!}VRFmXC8+8LxSL_v)#-XRk^{(O;F zcWdD4t~>IjFvU)ui9@aGXhl1;)-@jVp;#^FUQvn6_vIWQ7a(28nG#6XuUhnh7LHKx zH7%X`2Qpwfo!3Zip|_wCU74CUA3BO55jw4K&MGHm4^1xvNRU?_` zpcf{g(zs8LNl6Y@lDe+UC8S#H+!ZYugmO@A_B6kb>{>}#N)iHx#-XZW2puC;@p3$# zTIr%W2i85!_Sr3I^mdjnjQX$iRvZELlBimOLqr-;flvZTyvSl!-RK4`Olk!DTF^#~6WK@y?*-Y22fSiVk>d_Mo{E?5mNAlmRRUUGkCt&A6fX;tVUF41@}FZ?M5^&7Nm1gs`)nR0uX;)dIkp1 zU)sPDGfCAoPzhJB2*UVVg{fDX(W+nZ;pQl@6T z^kRrU$%2+8f<4f>mdEo6u4~!#8u&z!Qbo%pv6!Z0+9+aa#sH*YcnfIukz!qJs+wG= z2_I5I5bXp?+MOhGdu7LaGC-Hu_S9ybDqxcIOJ>pluA_imb`G!E;jPdw7+=43QPW^` ztE?U~#SAjc6xrVKt4Nr7V)b_>a?#MsozG_8H2}c)UB!-LzAFqe`OXf{33`lloNHaA zJ3`@pRaX-uagE;vSG|U7@7C)3{wvnTI`z;x$aG;{zqUIb+|(u;+*o>XLKsC{UjKc? zT#dT7ag`xO8jTI%u`jLslc_mXUV{=}m-qQL2o%PLHGv-;}Moc9tN^w-ZCT%EAHoL!*!z2`q!n6(^MPoeZMwU1VHp5&K zq_uz1t~0_fFm!%G!;*|D9p(UzE=|**&<8CpNdpjd3;{&+5QZ>E^?*RYfJj#z?^UsC zWfSvsHPs4RBI+-|7}hpQu!3PGId(;5+N0=h>m3O6%Vgq3^$Jso)L-$Ilc>YsFqe28 z_7;gsgW*PP;L7oVUq(I_7>3TzIQz^OzFHlNz%d}=Jz3 z#5Jf{^9GLHdaIZvkrcd;j~wYOVbJ2hP4>AmTpK!u3fnBIu7?WjaVQlqorDMWnY71l zCi)yY_5N^~F-ov5MO#AwUMPm?mfB+Buc?sL$R)Oe=p-D((yVuS=}gU0l7%VO1`{n> zy61+~xIy$~h`F(4`UdiQ*_|f7)8M>FL~r)@9!iC;p+V112%1Ll@xV`|!sn1?A>)GR zaO#Rzw}am#o}Rx`Sx#W7@;ml$kJ+0Rro{jiiFIM%GY$8E@bV+Bj{_i!#hEkRK2BMv zqFi)X3T1jC_u(avAoDXEp7xHB3N&F)E}NHl>(Jv|C9`xFU8ea_qH8~8;k?k;&kmx3 z5*SxZn!O(@W`wc|NDgh}i+PcL6%;A9$7@|nZlh>>@r(l0`!{O?NP#*V8B+8)FQ$~e z*~%TH81aSg`sLcX-5v#F%;F|5@R|W-)f=pK32#ux>K?TxHlLd5%u`v>lNi!2GTesi z5v#dVvFTscoo5cU!sMUtfH$g*^J;f!BN2E?MI}=d5m{hQ0L~&rcidC`4(3? zRFab`t)`pPvndGG9$v)@Ws_J&q1s!i+X#bc=!%~$z;7O139dh41YYY?3$8w%B~Q7!+1DyNbv3T+x}RCklg`rtur+xWpnnCl#gE4U91jDb`b zbbItOLZebaG)jv6LA}XhL^p&m)xIZHP0~7j_p?N{O1Du((vEqQT9pmuU11ry#a5)e znzxwadG8xK_wqG}uW&J42eo3!~hfnVLN1LmO5kIJ;;l>RG9F)-q(qe_vC0 z7t0PtIarSoQ&eMIfkzy{P*g$TnDFMXhTDQTH%t=#jXA+WQ68(p$AN`pM<>W+7&+MF zQo~>|k<(g2MNgWu6CZf`i82e|+id^qoOMcoJj+M!pO5N3Na7wcd@Ds*hgZ(9e(yO@ zGW3^&6HQhmQVR1_l&M6NeVZJ@oOU9g^@M{s)#CVXu=r&nCRv zw;-##T|?b4IPSEOKhxMG)@uBI%GD1t=Jb+0r@f?MlR_cZQw|qW*L6R@94Y3mPQKgb z*~hMjn^eKs^JROJP!$%P8;|gu?=)OGBy5Ip!T=b=Iijs$$q8^N2g;OFsn*Kw>Ci$kr|ErSM*Hz} zQ*lUuVomG`Vrv6QGbhY8rJ5m2T}^5ijFv_N9(Wg6FKKkf*Z{qGp#)+g?hUV7DKgI3 zKbkJ8bhHOc;tZKAq!G2>a%oYWbyDf9R5;&)$oY(BACGD zfo8nO>d&KngtWpOoiF*iN~Rs6=j%?p54T{^zV2|F;}TprJYEsB3o2=2QGq#DV@))8 zm23m*dF0A#WspIkFW!XAU+o}KhC^~8@uz75rI5`Tq*L6;0niV?8=j(#^wtCalDIE@k6ONxr(h$M@8d-Zpj%jp?=YgB$;?IZ~mBT|tYYeCh>s*Bc zgBG-X7|aQmV}=cb1thr9as3W9CS_s-4$}so5yddVx+haFr4KTGo;;LAr3zedK8ptU zyRr2`X7_<5-N#9BqMZiG;|mc2sJ^F3*j#oumj|6SzGcKBkkV`;g&woTTKb61Wn8Fn zE{6bka!HC@v;3_criLd`xwT3Z0YZY~^|<4#?QhnkenNdzOKBiP&@qQ}3rQo4TAMK+ z`RcwihKuqb(7!M+zRb{RFljPK+H+?KQ$0R`)8q5?qQd#<$|iLDy{_#+Xca78QWBy& zwv3WK`Gg?P@q-OW@MC;>CWEr3_17II?T}~p9nkWeB(xJ{$Kb6|TEQ{#D;TH~a;sgg z+O*bhkXJN63D>~@m(SfJLa;y&!$eB*1z8Z3vL&;B2`DZEO3GNr@yW?x*Fh0IC>`xD zqW3MUoP)>eNHp0ImcO)aptGMtM0IP_C!|D_k?#UdifPyL4TU>s-kJ{iRL#lB=!4EZ z8gXnLHR01S$Y1L*lA0rg9SU;Z(x(^SEF=#7kXFZ$GA8N3TUBRvOcH&mDK_IcW@4Is zo378`e_|sREFB}xv?2Nl5~l&s`O;>>TfZzu?4LWeeFO4{bWrw+lKwRLJ0S&-;BF1B zd+76e+J%#1L&xF7q^p(9WNOJiVSrl3^R)H_X~Xn*1!X4WZ*5F`qRQ*Xv2S8Oj{9;n z^OH`9GhQ25GfNr&PPbuzP;F&8x`XK-6;+Lsq_RjW9OD;9f;3@f%Ih4=Of^qqiGzX8 zm@rRD;)p$+KPsXxi-~GJH&s=Ze0=!Cpui-1nBsb)<}#odJj?;$Y8{b-un@F0vGY%% zv36N;3?j-J;CzbImCAwd)fu_=ml}zs`kOjMCuk0W3r4AA3>E9%9V8r;Epf`VMgHEx zWPbs;R5A@iJPUg{m@y3Ds7{%oa!FpC{wW;gfE&3enmU42wdN*d2;c=yM4DMK&_04> z_Z23M90yv}PJp2|7f(H4b645ednJ`SnCP(Jm7}{H2idxpMZr$HZ*X}Kyt-1t01*w^ z9-Pccq2)}45+r+&tlfhW>6Vq&J%07UgIK&-OpsiLDh+sgjOI}`1}!Td>~t9TJYcO= z0>x(uVSu^pUr1ud286X)3?eh`5kq&NQFFqblq&@iP?Sk;DpE6!6@z5XH8~u3ABk9# zFlxDKt#iy<(7Ni8nIt@kZ=w{vXcpxXGKNG%CnQ2G4>_aIsJEA)t$~O{=@ib9i!D`; zFFD~_bB6a=yh*F+!v}X;@W4+9D1(K?gXj*P)lagt5MQ2GWLuLI@n!}c5c8@}EoN*J1w3w)xi?-s) z*6RvPGnb;|9I{j@ogIMjp#((rN($pl&!bCFdN1Ud5)KY&YIT;QAmRIPuyE$yVbN+F z(oS6r@k=0PfN}}hhUTS7uwQ4zT|s&{B>S&ZMqr&86jRxR4$DUl1E;2&C@?9o_$=)v zaQC65WVY=~^LCJoO{gON0VabX^g!mj>V$)011z=XSg=leZFGXhLZqztHM=51vB7n) z1wQAbeTx;IvlN|BkzsyJ6f*S(rd}ZSMLfizpncA=ERod%mXXIBL_|y5EO}sG?=l2y z0oK4LvUvf+?KYJnSY8yBlC3x3YU}~baqlc6b8=g1X>ov6#b@zgIcIX(9~tJC644OD z4CV0#L4nd%sIt);!vMiDKksU69X>j-%rjI9l{iHSyHc@P|UL7Lx0w|)E?K!yK)(gvV*m>8+NDiiV77hD>G?Z^F(0^jmct+zn z?~?-|>Nl3D=n0q{Mqtb1y~CBz!;Gec*Lw^DKFC_P%iu6wy|N4q#+<>SeHf+aPfY0Y zlE$ej{TrsGq8CRE*XJuZSG10;c4j}CWtrPmJn--x-0#HK zaJ~F^ru$7|_u#OwkIyZfqpgZ`_cY84`y1lu%51L}h5#|tbv$jm*&m-H4PMHG^c3K% z5rYNc0s4Pb%^87l`}6TmQ4_8G26?~sH@ zD}T<8>>KvSr-UTn2Y9CoeiZBsWq_YxA75!a-O<$L@pghJfMI!_q^t}hxSf5F z?Ex(%RZdb?4F|aHXgP4iYC8ga7 z*=jCVVkj8kzJ^Rk06<+7 zJMT=1gmkt0D-S4kuS_Iq3|~+}S)7<|1D{~Dy1pQ#TlGSRN8-yLm`>X+cKM8x;4>ts z2QO_WbYmYMzxmw$YiDYb?ur&3QVZ4Dxt^Zzyerq`@}^z|tSjnojnImsH$r z9k$s|1VvBUU@4o2m$}5-EKzaT!CEppvI6n`_#D1mKu+O_pj7h%B)yt83P0Y&88w0R zCBNB#S)RXOmhwC!>PznpBK(wtZdYJfP6Vkzfoif2SIAcS=(9Jg1iY~b9K88RS{tCF z6XBHwZr70t73qVx6$pxyTyc^a1$+$biAD1!>6(3Kfmu1n(`J9Uk8eec#<%Sg&iRjz zuVe^Ms*uNpYGzz(JcH8r#xT+a%o!(z_$ayPouz`dqp&P9C*eP^R5&Vb6d4PoV;H6x zqc@F{08GQjvzt7y)i(6o>?0l{6btCJWHV;ge;JrVAV@o zB(=sozEoa8YQ}^cd0xp@qfq-FY$9U0-vf2ZzTGJuUbOnN`UEiDadF)VQW+g)Fy#!U zMAtVm-M=bdH!}w`j1I|Spe}qe==^~x+I9)<*=xyp3{&_H&GBGMO$M+wDg(U1K0dF| z>=u)f=NlMxr47AOZwwi#I7wS0JMbF=LBvX1Ze&ol4D*P0?0WJrcr`zXy!htf`OV~b z;NoFQv!ibx@@4K1FPW!0z{K)+10`145}jkfa0gBlXW8lN4@{$MW%Ooc9?Pdy)` zuS|-Lxl0!kx)=zDlvtKQrz^H72siamsx|4%u8eT=!k~zrcKr)>AuUT{nL@mv&Tv_D z#fgU36pbIE7@j|{RPt3^jfMImmUS^56Ojj_hlOnKnPYZlhy23Qprn|z>GSq#G7QTG zcQ`H&EfECouB$8a4$H7K{QBu=s*=Y$cv_{c((eFihEa-0%2Bq75AWW#2|B;EJ zZl!VX*bM|sx0ls(8jlVm7!3y#7mFmOwa>ce(48HUS6`VTnGXNJ1OeV9&gWsicZMa9 zU$;xf!qn1P%H+$;=ZE6EUl}^c+ge3hIqdaqS#AiDdR@Edy$NZM!CqEJZ}zr&W0{y~ zX05f!14gztrVhp$MJGH+QYV%h<>GLPlW2DlWL|CTWU6^*8TrUoOs`8=q^;5Q4-CtN)V<83>v5r)cLDQo<|n5|_LdTSLLh8Txz&4NlDyfo|nLu#kU18at_c?<`sgWM6X%&WHB@ zSC#`pE3|Ph@B1%UZ1Z{=!~}jkLSllnK_C2Z7prDjtLmrRypSA&q~uCKh`(}B;=>!m zgkIWzuvpJ2D}Y$;aJg-x)wF%*jmbQSPnZ$A{YsFF4w7Wk65qFzGt~y!9(}??!S}?n z(x$pw-d(&(5QQOaqceMuzOs*V-< zV+a8@mo|3t#=o-^khrC7aM(5U$^vqoHWm`o-&qEPt)ZyvjfBBJGLd4ZAi#SCmVd+K z!R-wW=*(wHVCs^#ldNXIuyVMovw7t42zRA&kfrO5p;OV3G@m#7#4;>{YiPF8#@(5c zL8ot{H@m*ySTY&2MY=mM6Zws$fQ4S#GFrf27z#*9--@*Vfgyq`Dk?|~e2zDU1abA! z7Rhh*#?U~zkTwLS2ZnhcOXX)Y$jjpmTwK!DNVa%m=n(iJZH+u)Zww)Tbx0dK1$Ge2 zk`aR@*0UrM2i*#ZVf6>H$SYH(aIdURB*db4XNnD0SG((7{|lBi3+=QOeZSpBa-c|K zB+y4Ios=Y#fmXWI}jns$h_)nnr={Twqy(k`(LkiW*1AXP350#t2|o zaD^V4qdeZh3!og784nEe9fIS8?~up)0X~(ht&>0DjbT(uF$ewC*bnlWys}gXcGt>} zM?stN3rhz-g0xkNjt7RNB5A583!Qb4?a7qG=*`}xZ!8s@=?d5uC)pSK=* z!*Cyw$qQkwWsu>#o4r}D!yC(l1Kbzav3TH+d}Ydn@Fk6d2MnrjObG;G#YM~r<@L%! z^}@9=k@Wn|Qh}hzx(7n-ys{*6he%_kzKCUM)M^u@<3*m2V7O40gwB;W7OKlBZISF8 zZww)jGh7-YMY0pi%96Wuox-5I0xJojP0|(uI@aG_B^qs4j*EAFCs)%!&11&eOfpfPlU8HRZQ%5p86j%(>HYxZC3fMHIn6bRyKp<1i~;Lw_)p}A+Rj$(&W@E zmB%xiJNQwkMR2XDCfRsmX)(`c@ zGOE*>Z64d?v7>%vBBO}3nM%Pf%MA?Tq&1A*Fh2W(CJ|s*VX|K8uyh6HqcZvdqxXkE zl+uwkLLeq*U{5>+H(>4$H9KAyq{&O;2GM zA?HjIr^z1p#&E58in5lf7L+yp&XU1kE^UJYHk)BtR*u8daTL82wDGGglkxqHp$78VFO9SeC&k z*s8vFZx!weX)A=e^Tu$=qm(J%;^44$p*NOrPLtUV@+v45O)w* z?quWW1W{;rnQXGsSjcZoEK7FIUdp{Z-@zBF!2B64yss<)LXowxll%6aWt3+(pC>CTAnkuL%8Oc3{ z9@{J%Q>0YHRyZcQ1@5G;4vSve5bhKhrVIDMxCh$DS>JV1i>( z8wU?~p)J#LQ(pIRWC)y=lx(#4kY{J$EHNw#!cua@FmmI1oPbQSdMe3_WEpOl?%zwE8&wd?XTE>s)+$8#ZgCwk`d0SNN=ba@|nKx-{ zl)3fJlHnlCeQ`hxr(s!Nw0S`i+8x2vYh$Jpl2}&AM{tWf2<8Xe*vf)%^{*@$zyhSL z(Zvi5D;ih*(>N~zRzO9Iv@sL*z&lHb6m&7Lg0TMIAD9A}gn}X*V0^_pQ->ueZG!_s zsSL|~c9ctQJk?re_H(HUhESfTvO~j#sD*FHve|(hO39 zdieuWrD}X)Zr0AAWEmfm||$Y4pAwo38xZwyokMcOi%%RPoJvoX;H|B2!p ztq-wIN(eG$hq&fprj&ym=D=`gn?}d)pkq5A^ zRxWVV^>_o&HfhtYY*?7jaOroHcXmz=D_B{UIUyo)osJhbDcMZP8E0qU#WgG|nnREP z5hd|@JOSvTa?s4bF@#J8QfW+tlK9S2;e^&?rHmHUH*;pgPaG#`(*|(_b4z4)iAo&^? zR?NLqbwr-V_{Gr=oSx3(83NCxje{Nc$Csg9q|5_VVTnl>vR&j?W2Pwfcb1R=Aypd( zkKGyXOrUMG`MmAQW$0kp>1scMZv4j^;C4t`Co|9+LxeKL($)x<bvkT;W4cJyOE>Hhd~Ja~af(i3DNNgKLQ&Ew1E;1^&_O0`<@ zDE|j82cIDX5@w{aQ*7%y%k_^!w9hbkz<%|{)F8`I+6D)7W?0r@>yDF19*#ChwIDik1wnpQL7Ne<$AmT(xS9Qvar4}bZ`YqTOl~bH--%D($>k-_sReQ zleA^(2pH}>hwJRX`Rgj{BAm}Ld$VV*Ww~vM$uWs3gVMp6m}Y+vTxyw?<4}{1xzySS zS|QmchS?vO6JMD!K^{uu;DJl|jj4c=UKFqlaT0;$c3xdfj8CG7u8@Rbgi_F&cH|b!g4@NhBkHrr+sHhaHc1{1Ss-?SmtSV zN>vEV@|FW1USC#MMwGG)>mAW~N6}3)^eg6I7* zIwX)G$(%}fIuO(Ss^Y&Y4m!N5%>Lk2mg#;~@F%bgI=m{({@_)X>3&u9Ulj%&UR7s* z@G8r6yF`<-1xAM%!aW94!kF(rGEvxQY?B9MXNM_C1Uczs(wGQcQIIAa)u58I`;7q< zfH)%B!GN?szCcDiH-wnM?e9H4WX*RUPLLKXZ3LreAD`D=cLFTsX}D}kAN^P*Ykz!- zpuvl*6cG^8?xc;xIs5n>BPs=k5JOM1{ve1$8yjWt5z8GTDv??!G-~)vg3NSn3>b3r zC#HiEOr>$~K$PekQvr{|P(U#&6b(C2f_&(02xi>*1H)AALiT(q z@_dI37HO-ryWSW&h(XfUDM{sxAq2=+)y7Uj4zbL&F7PIKlRH)fiKFl;57huvie0$; zcoQf}_!ZLD$jAf?Gdm3mkT0d(iD;0b*;M%XLvZfq;VE=W{zRkKrerBY>OMapQCv-g z>th~X+V&-b8x!a4h&UYcr?M#>91+JLgL({1_b@K8;y~xu?2wfH0TzNvKQP^|>i(~4 zgAT9ivp@J%mgyEFyAxSAI?ND!u8jdJav;ppAnE#4pRVE)@xqLXA1Il$X;{cCV)spcg6w1qJ$#H_*VOEs+=l40rlj{+ycSwjaG|WyXaqElx?C z7bovfvfZL7j}cf$%o|HckdC8`gU9Y_U|M$I;@ZK^qGW3ZF0(T*jvAKrn!|aGJYK;Q zCT*3%&Vb?eD@E&9T6U02`ixEyrKn_U2{{Ilyg)ungS{pxK>?~xtiA96 znwnOY#c-ni@ww0dxMs<-jx|zLW6-73hk%^S!)txpVi{8f^}sbR7VxuPO%&2&9-fN0 z0*d0#m25)P(S-+&FL|DHbo=-MesO}ITmJw;g@8j)o%Q|U1({$gvCP-Hc&Nt*)~|%& zV@-<>t=l5WqG%140#8;*K0cULjSpW+nEW6T6cr{Wql7_B%OES3sXc=6rUj?|-e5}v z_@+#W>`lltS75vL^Ff0+oQiH&gPom2n!(ZWfkmH!72Ven=Lz*PO)&8vg4pASn?#5w z$j#EmMnUDoa$D1r*1Vz*RPvyMVLZ+Lz?yEE<_Eey11^$SoP$ZSO02kf9S`t<=+S!0 z2C(hYR>`Le4C~1DKxF0d4yu*370M@nV+aSpylZ18-HBM%`jZQ$;&!-b-6=Xg*dip$ z4JO2HL#BC*l~3D6mpjx%)5&2%ixOcLK9u%nA796FyKa8+cL^ns*HRl#Qu~Ny-Vf0l z80V5X6`lj`hxh?eN-&#g=iuz|A0Sg)(+;hW(d^Lke971~ifS)Kq^wjB4Uk)7oc}i#3uWAdPsp ziw&ahLtB!|Z~($*xtK^OleR<|Rlu-xFY!_D(S++%5wkjHqX?VQ?XjYXmUssd)7(mK z$t8)1rV54OgLoSD@wo!EgddB)qPwI2Nth6Y_i8H?R|E|69mR`k6O?azXo;Q%6SzM- zcP|7KuS{%5s}ta10xSEFmB2jwzyIg|_+K-lRbj|}n^&>ne?r|!byHRs$6i=>wzoZ8 ze7#un@@@M_>guL@jeCXX^>Ndx#oV*)WD{)ev8(&fb{>L$D)4iFtU08rq?ZkYCvOjYimc%0@`rKlUDP$=-@B!d@CE9fvd7-(owbT^0Gk`v=jm*u(wym3cW;8>&@vnWldw%Ao^Ga$`d4Dh^t>Z^ zq(oz35$>8UTxYs0?cSG3gca6Vl8ShMh+u9<=k%=JJP=Q&a$zZZ#KAqayd2Z{dwVXo z6X`p*)Enq@DVOqoGDAV3hCWj7yU;kzoz+RmjbUZin#9b|+s(8SMTYiLQtz}=I0Blt z>Bb5$7i9NtX0@Qf&FRR@cx}#*XFIicia0t(M`?UyZNkRo>!9xP(E9Sc0r*lM`6;vq z96d$T4`B}V-i8}D;b@vCB=v$fv|`UX3w<-yPY#OYSR5!{#)Y4~Ux_R&2R>wbWrdJs z?hyE6T?ZtcS7DEBT|Wr7O{Wh#urJ|;ag@HAohzw~NxEs_k#O=!m7cYaNv3hdtLbTW2VU*!LTBP27lfg-b872$ERFIU+5e>J12`;Tm{y_8Ly#kHsgfBY%c%WllFp z0^ouBzyLdcYr)z(ZvoIT33X3h&_c|h527}bD@xp2YuHNj*V@6;y=ODYYPx9{Q2PYe0QS=yfFTv#LjHPAg#7?{pbHLY@ zlO$}3XTr-5t!VhdlJSB_D7)9r>TBeQO)R}tl!!(k4~WajvE;YTCOS<4+tGs8H_a>> zb)1C8r(D$leUKC~o4yJ^p4lGRG-Q8Q*LsF{y?e{D_?B56D2Z3F7K5F@$9X@nGcR02v%li#U^u}Gdhp$KDz*)oM0pt= zg%|UV!hIhwwAFKP)T4<8LHlkk zP>S=-cL;_1&~aAVD71@f$8*!7s^|#Edu_VaT=>{&*;#?z8%@igNe4wO;p5#4>F9-5 zTZo=XG~umwZC^Z3`oWS|am<_t2E3rq=?Lp_kDr)#U& zg}{2t3?>G-mL+db*iHOtn{#XBjP0KAT@I%k=Y(l|7l(YJMFPDWM{t7Fsw3w$$2Jf; zuSzclsd)AgqdBjGlPBR6;{)ig___DE%lm?JlwdrQqe`^K>{vX7q$d#If|$Ncg!lJQ zW;L}6R*VxvQKMr%;LDGtKI^aieqV=@SPkyDu4-mSMs>8aUTD?sRo%Z*qGM$5hohW0 zp7V}U$0e~jSAFyxt(9L~JxA-M-k-3XE1I7cfGpiLWDph15|i$?mP17iDmi*scS8TN z=UY8ENab{tkK`;iwF}#=heulqcv7`Yr(=R z`}o?jtX^oU56w!W07Uf4)Vv4At*Cfgj^qAxo*?fCxCJll($Nf(Gs*+ei)ZyBR9O;B znRQ!d6U>Ub)&aG$3gO#&ij*pMb{ji#Na`42+fEL=-SJrO!SJCN9X)o0^nV@ z4IKxr*HqkC6)%!oq%k{Zjap0eLf<{#Js*gpNCH?n9J^F@!m0|JIvWg~4Zfr3pZ!5> z<*%Oga7%w(Xl{@faqn03ec$iAx)$-5A}-iHd~dQG4k4_X z7Jnxj47ixmHa11Lr%D(XrVtbXDL*l$NA!#&xOCJwY$#iIo~w+vK&_{bLRxlj@31Y`xn%Yt0c3Rbe|2b zw2wpQeGIYew6QAqx0MIUOjf*uhPTbDyNw4qW}oWy$i}Ig#PeB?qh zf1G(6pIGC#M=i55e$>8RB|CC38OnVv?Udv2kMZIhZT)-f?v(rR*eUglJOas=LPGSf z5iQoXHniC)$GzLl9sE294Dovnr~UUj7iTZoW68;3IaVOQA*`Rf4Xifj#!_$i{5j@S zE2n$pmBW)auH~P3$Be?UTwzSh13Pu-yd$~h;84U@6rp@TzH8TQgb5u$*wX{310l+^ z4lWd^)kZ=a&;=Z+JhtEk?aqsPdBk%U@bATa5>B9`P)>)WxpOWtWQ0EMf}MAo*MU1s znIW?-9G%Rv;L5Mkb0?EXp|`zVen&BS%p5=%ad#x{X)v8-5z!XWGlin6H_lAm@<;Av zMhCsL#oyrDCH;gEt-GJcZC;D!-3p*w4|w+xXF!4Bk$7pXFl5AcS!4&#rCfdUgY8^; z&+R_V`I!YI(5C6FYvFXd)Rpe^IpoT;yJDWVWTL}GPwikVGv7_T>unE81&S6u+=Bz2 zVrRE&RrNEQ{{KCbM#)F>v!ppw2}eD)H7p63TAhL78YtdiIBeDBL;nI{mHKUt?19Zkq0 zTQdWuzJFvp3@Y3;s5UnwMTD{USRSIh)wPe037Gepz7`k9>Qylx!b@MFH0K##HyG6?c)dNgMkqIh~9?{;=L)$QJ zriXSwTtk|QUZ;6P&Rc!*Xei*iRCK+XSeXQ17#7ldK3V)SA}MDW(^MK z{TeGTr$IAJJv;A->!O3jad@Pu52g%XXed0%F41X)BZ_o4q~(9AQ4cPGL1}+mGlVRL zK{LY;F=uvZxFi?{NwS6}rQ2V{6uCN;QvTUhSy?QT$^2q9gw>NK@Fp3hV$?0b@{IMC zFU-$vUVlTsnxmk#NaUJ3jP)7CQ@snZm%(*avQFVWCzbAJ$e`r-^M)6mu&_N>6 zSSiJb?=|rZmHT_3Db|_rvC4Ro^k`BcG5wPaU(UA#X%>xEJ)J~jQ4dQlz4mJ~)Z>NE} z4QGh+Bl>ro@R`zMG_do7|NAAE?@Xs-dEQ@b--7J!QMOFBgw# z+(-No+H)ZGpvcu@tdA{*H>&e}@;%iJ)^t5xMhVZpr+PodV|BmLJdp|9^m!DRv8Y?f zdEXEW+!gp8jXe%>IQ-=#XGMV`^Kwp%#MWkx-E*;kh7u>&e*a&43kkZjlwwx1OflK` zWO}uoX2CHEuD8Mj$t87j4Hh{NC)7WH-9X)NHhy;%u=dr=gcj(>Gjgj)hx)^Pt(a zQ3mXV)zUK(#`3E?djmiNH<_pJA2$gON{6Ili1ezVBecVkRNOxjX#F?gZ+krIilw4_ z>&!XrJ`_2r@0ODL*N&oq=1{qn2xU{``%^9t%iQg7J7KpzLJ()K_V!MVHE7JKr= za9R%6PsYc92$E!pPg;GD%G(U1h~$J@fnXIGbX@^<*zKZCcs)a^d64!ns&+|n1xr`U z>5#2aQ}S2axm$(j=Sd@_7UcJ~DPp1VPW6>;WK`&DCokG=tCW`j--MIz zK{LGVWE3qrzeV?d?{ZDOHKKhR?N+ku$RKS43TGd39J#>826P=4wONz31Zvd=W9?e* z2ki3VxdMNIUOq&Sq^(4*=;=v-(1EXp4i4`-bIdF!DbF1u`L9LPEo95O8hc4FUDvVG zcl7qT{G_6r@<7}TcBUwjOpzFO?Cd)L1FK8lHU5$7&0U8N%bl||w)8mN2n-~#j zx^cM;4Nev13NMmy=}FmLh;j}xMa#b8ks|ke+Ovee$A*&3YLimS2TXN6v3=+R4#NOM zv^SCjLku__T!RNh5)8p)Pvp5bXFnYECnxSt1Q717_3m}o`{BQ-IByap)LDqr?$X1L z0sF?NqI2jR$!BKa3r5wX>^g{?k+Gx3r!R^I`)w|kes^hYDT`!2*I_Wuri52Uf*i@7 z$HXGV5S{^2Z+>vs0`?|b^)9R=09<6CR>1WTJE*cfyOc|qY6h!%4*&X?tj9vg7mtb5C9~*qmS?*>fSdC$twqxG&ft@sHSu$+~Rw`#qvrs{>7=RPpQSf8q=y-=kr z2DcyBu0L`l1e?znwC*U0$yv*^Qz_AKQ~~kF%CthN9TkRYHtOW&9(e>CCes??CD7%Q z$^&(Ew^Oi}?Ds*jI#8bxKD(-;#s|p{+fB(D^DKm2dX-2<#R1u0a&5gr#aVTc6e{2r z91dx$6qc)pPymamnuI384~Kj^TWDl9*p)rvw<9glrU^9>H?oNKE={`(q`_Ze)T!bH zohSNRN=Bx*{)W=TCA7NC?W&{AIlW&T2sMfk8)uj zncf4A!)bb=NPr*s6Xr}1qfzJj&2p&~1Jyf^@aB=ip&kqnGlr)E^?CJPji_#O@aq@c zg1YC}uY11pA*f?doy5qJnu0*WrF<=Wp_*&t5;`X!0Gv*B(9Ckx+PzrDLah2F1rR1w zrwgo4$;CrqVk+*Rs`;2;28jvYi;;}Q)eq-AstM1$gx&jmOp1*Gkf4}ia1N&uGxHqC zUATCRQ>_h>6;&s}gayc^AcBN)4Z=Owwul zYt2gzIioYYu%-aSD*OO)A`nBI6JYYH>-=C4Ojo|&(uP^ay@t+u|4PEzFGsyp4GPv; z0yB5P#18m*9O58#fNxJ87(9yP z8#yl$VLDUZgxGkQM@F5=Sa>OR(|NP6nYdg&MqCby$9|Vy!HB0BQW;Yhl0(sTo+)uz zqxc<4^(fcM?^Jd88@ynQs9r`}{|1thL)0M&s@F2j+r=@#_KcM%sny)h^D!zGg4;D6 zBn67~>R@k7UKVz3Vviz+ z9CtlKep7GUE=h(|6j&OEt$lyNY{%t;98ww^+avch7J{9=5u+U_WU?}$T(1~L@qJ#C zXZMzqferRYDA-vH*gQO$RKr@P5IID3K@Ry!&Uj`2nPQS-x~g0n2Pk%u!!&H!<_-`; zS*)FhHrap1Ehc`10Voj^$kI`r&sjje&xq<9Bzm&VU?O# z>V>qYaJugc(RrW9Q;{VS@uCmX-kDT=pgg=NCR8HG>F2y9syY3%m)Z1Hkmac!cS_Hm zdnJ}%CTZS@R{S&2HfoR>MY2o`_MLibK5v-b1DkFccelctH!tN-qERCSwaFb2F+NRh zXNM(EmhDu!P7G@A_bcGbG{|Pn>MXD`qS2o_Ug6pb=OmHYDjpzY$Xa5%zc>(nKgbG` zx~|wAKzY37qEz^X5+YSQp(g153?0Iu+Bs3O?MJT#*^ie!*1sMVoJE z7Lw=H4h~;W?16#qz-tdMVc7L4d0Nbl0aAI@T(nuP!PzD>Ea_W|# zZ-1S%3@jm9!>D$!@11ly6xC_=3JLewJSZSBmXoxW!0kHT;Y%^U=EgwUK3j27Y7Wm% zUZ;&7HpQ%~4Z{L}8Zlh`HZRMEXg`6X1ghe5bvo%pfG;F86h+$sjeV?s)Y!Z3qyoK- zW3!MrlN^eAxWv2+;AUd(SIcwRFTu%UlQRbdNwf1-MEKv4BFB5g=ZZ(V7%iA0N^{8| z7z`hPBQdb`Jt(RToiqA+0=_I_&*b$b}7ca^#fWLdvFucOCd6@Wn`Yr{$SbCO_VuZHnu_Vd%%Sz0>xA zcGay)B-_Nz0%~Jmid-u6mRvonzup4am!N@DU)6bDcMlFXeq9y&59tm?G=0arp*}mO zyXMWMNW47#Eg(TcUz`DqY$bA(h+u)NuXC^jICSz%(@RLYUH4J<0&` zbl|w6%{?f@9^?-W<%SXq2k4iVkC+!5cxQbsh4;toxF>jt$-#UrGRM+}e?V$6Dkv!DK53MU^*h17_zQZy>3H?jFRV;{;gA)PH_8iKps zNNl95`sk4DMo}>&iD7VJGF8IEgqi_{8J)0*s6sx8EppdkjFrd^(`jcdLuHtafhP8` zSwqlzkJH!}R^e}t?{7{_4WhMYmPqeuivhcDxETh$U;L5*mrxE}VbJ^WBfvit9{mN8 zHfQY0RE4uQ!8iEk<1(NQ8gb=V9Od)Onk$Y^O~O(fislj$WVz~qjc?1aj?4XYC`Jpp zR}H<|ik>k`r&7P(u+bT!zRpImIg=kY#TsRWC=IVmiIFRViOGPfdf7a4XH`N}gD( zHtGMyd$Pu1NwH!~9gUaQH(}6H_^q}vK7cOS$Uqb4up`2~_|27uQ`-aNTi}lfzRkc~ z3Qd2IWpA1)>G<_w3GUo@dwgA*mvge+iJR7cwh&thfj&}_&?A%FY#z_O-PjbU5l$dB z$rm6*wHj|ICeShPJd>Q0icYKBaA|QiB;9db>HAXCIFvv+`64xHhJeL(Sa5gNjD2MH zw$zK1&`wotiX651f;lL^7m-k3;DjH*k>+Mw2@wRjig0{_NJLqZ>RM8Qb))v_!!)LZ z71R#6M>7}GlN+ZP_@^^yZKa7x3j zM39&fWc!VCDlV^+j2b&3l~d+9>z5XtF&a zJ6(NY*qf|<4F1zYaHlM7M#3)0SuEE;jUZ}klICGWobT4N7nEE>9gIt-TLM7iC6S~B zHz?}&tJRZch?H2|;LDJ@OA_gp@f{}G0kO4ki4@2-J)Vx6Lu0uR4o%O2u%&aX zBSIo=*x<4DwQtrjS5KYW+WL@=*_jlECvj(ZvJrQBCATwh^W6unk0EhA0}M zm-jwJzIsXNbdlEwv>4;p$yM!K{JFZ?{};iSexUDWQn$sh>01}y=@$Lr{p_;bbxVw} zemI(+!|(@H;P>*dEQeJQgwJVWyu1X^@f6V;I%>3hmW$u&wJ)EcB8k>_D6&vxFNiV`pgbgT@b! zLB%2k)HD>4rV`1ue_*0qsaO|>?aX0O@4N;IVDx|i>-Ymx)xZYSfZ)tSOI01d9qcv9w`cj>qtSzhvAlgUt3_ptwuGZL+~?-!H<|zF!@8 zKk?V;wJO8y3e!Ez?Kqw7X~)i+?dN8dT90oB*7~u()f!h7JQM1*2J-{Bdl$R=4bQnJ zreNj0O~PISsXXgbLozR|31?-;OL#BqH*{MV`N5xhPl&rq3MiIy<&Ru~iJdV231=c5|9~RO^pp;KE|Ar=Rj3&w;uRc88zL_rj(9>$f52;K@d)sf3f zFNe(QQA|vT29YPV)v2BTwkQWIrTMb!ey|^BloA{C(~MQ^EYlVM>tQnPQ0DP|CB(9g zqF_ob_SeUoXsYi_fr;Mu1uxz=^?5Grgt`;H9|2yaYe=YO<%Rnr7&eWO8ebi1lhsAs zg9Xp%3|?>aN!rn=aîT_7xW}X&kqTdxme4CH7x-=#O+s?nt)qQtwyeS4@e-TiP;e@+=&4QuxG7SG zg;1h&>(3+)>-C5pO?)LQ0moW6!xU0Xhcdb;zU<%ptE$_5C1Xb`ir76FEK28ykuF0} zJaIrdlQ?M#j~(Do6x}?GLiykTSv`son(NkTK`0Zo<^a&$`lg6tu)4;`K&*OmV%Wc` zrkQ~|bdIdnucna*K*(d)9obTbH6>$|%8_moTEGX9*2vX>A3RQqnbGD^-1I^{VjOi; z%O_TLn~ln#6-}WMf8_D$73)CoYj~2nPi%5lUf%xw?9BC!h~R{&4ZvslW3uay$!>_n zu(k}jp5)KPM|DjH&0KkM*UvGU5&>F}I^uP54HnXn<^{rwuygJYtn$S7dQz9QmJ7#VjV2+>hVi-xb#7g6d?O#axt%;gyU&EL60@=ZFIauq6GegJ834t4EsY!|)=RPY0e| z#kHf@S&&1Bfy^a#5Cv1=*ipy7LYHD^*bSSS=eNsV)P4?#5F%18a!Aqzp_EH-oP%sG z`*e^nDuf`-Z>sEM!~C(H{L2eU56^ zz`G%C!XgYDU@Rvg!>sB$L_F0Ry;5p|pL-DQzG@qcwc2hTvX3iiU+`KjZNJ2ZB$6cN zHWEa!P--T>ryAo_ryp9x2JUeIJlET zNdVl*Z{QTMR7hQyRaKobG}py9Dp8q5+81U2a`lv47A&qYf*&9XO(Fa!mOy>k1bQ~S z-(DyK0tH6-owVMEMHA62n$$%g90Enr;tD;Zz%?Vn%{(8pTSiP@7!Y>&3Bn@rhg)oD zz&%j)6pe3o38IP9pN@R5H#2YA6{KQ@P+#JD@1S2YO?}JCpc{_frr(w+YB54oy*a%E zt2c@=;;K~9g6a_g@@`z@$>^jEnYqU3B zPaI$Ka9d-_9NOk&8>5n6+S2}QXWw93Yff5@RT4@L8w@?wg5cEM9a{+v*5CXK(%3om zbvPV(cwYc3u=_;ZU@JJs9Cj-s!Kjr+_Au0Zg-ClhH!x(#y80?%nvdt4{hirzV zaf>+BL;N!}pV?)Tv&^gFRl3WjYB_$8db%B|OWj+U5`N;{2_d<(Zz6^1@J=0o(f|L5 zjy5a;_6=b?kGzn7%c25%hA?x@SHdC#?<|2(hNUr6lCsa@p~|R%6wmKhmJ?tMq;2AJ z{5u9eHSH0#i7}WylN-?KM~A+!pneyZI`VH>{x9Z;$Yv+~K-v)K6d1lCn!ozYit}rY zn%73K(RK>wMe%#9h_;GGMgh z$ohcc>*-;~(|?O?J!2-}mpak06Y&N@DGv-B1*hvzn6Q;?qiWa`-6*cp6DyZXjF*xC z8d7p}PqYdQDbl%dM*0}K3P*?=Y9S-KjQ}XJ|FRh?V3`z}3VV|RUNhg_M3vS-A`L0t zT&8-AK&WG_Md28*DEn_c7G4U)q1p)A=R9Ej+HmKY@56HuRUVK=^ou45QK(RZxz3Lc zIoQ&cQ9l<)+kULwGQrF*Hb%6R*BxsnTTxxecpxL|4!GXo6ui`60>|C0#kl2Iw0@_r zR$-;jIMg1C{&%btXws6D0?4N#o@1udXImrF+G(5^)>l&@{v=ebaT!K8Iu>cD9$UCMr$ zbrek zdtF)?47!etRD0GaAd%X~tecMVU& zq0sE~AMv|<%vqAMJCySXF0I@tp?{w?2}A?Vc%tk24HOr`3podW91Fc!b)sFgcx-G; zL=i7xG0}1gPk*u`H|t~kZDS74QSQ4zSYa%)KPw`ild_LNTt|UVe|6!V@S8LWi{F#{ zUldR7?al=zkb8$m14oo#<}?>)1o2xZ-GqNmZw2I#>GB&~mgJXYKdrKTOJ1s1@7wC+ zG<5C7i+T@w5rtiZn&+!1II&XPtqRu}Yf(vSZdi{|W+E$Yp$Q4q^)+aGf+`Kh7$p8A z^xrYg+A&h)6rrY+D>XQps*Eym@v=>jKJ$S!9Z>OBsp_ViD{lq$uta^eKbPN0pTLf|P> z6YukW9a`--RCI~ts$XMeyQUc`REptS1!Nbw7ub?nm*;HXMVrR$dI>58lF<9%XQZs) zBwLnw0_}rn7zs~GRgsZW{f$vElV5a_GlJXJh zXQrv(+f4fu?;L$2&!_XlMsgY7;_{&gVr+m!a03c}2znzChDb8m=lTiN{ssw?^+s8}2@|!@ zS$kr4aK4+QzIa=?tRY$tTN6;ThBv&#+GNT%s0wn?K?0TIujBnQWNp1>l2zoyxbDPC z$uXoPID+S^46a9U2GN&*PEnGBg~d{g@jp&X36P!4F-3VL5!l<@OFLNcNxPXzzm8H2 z&Pbl~wIMd7!+lF|k}K2@GGA|V3+5ynQ?zWOF#t1_tG9i`N4#HSHdneA2ATF8wz6Io zKnlC0fT43)!^W+RZQU)mBw27rq!MaQzWN3M{ED^E$yp*fPLw8~TYzKUzF7z46RP|k ziL;zp2jG{b5r`7FcQv&N$w>-WgE!5$z`8xi*bq+6co+#Y^h4ykxD(TzU#}~gk}(8C zfe4bw#?z(N>i@&qpCoAxD@&T_UUD2)9?_BPl<^?KerRR=~_f-=#J;-RIXesM?lF-b+OOh&JWv(O@tvb2ZZyiCS@4E{33O~t|ujF%F$2+s}664=gR*Mm^ zMnvqjz6Gd6Yhi{6%at#_dhE>0a7LKl2+DK3xR=Uy>Y{CdExl_ysRn0S ztI^C{Om_RF&aNMaR&Yg_UKf1;uPfavi=zH=3YFz1gZZ>ysFQ!D%*cFhN{irj1{K~JHtHpnP(FC3I1&nR;T1pVpuH-l{ z(KijGtr0`$^xp3$XXW~t;Se0$-PtY{h>Jpk2nT77^EHHU0Mw+rJ+#j>o3kGq*vgQA z+>7hw0cdvp$N-mnj&x=0ul!#T?CN^w8EwFms?lEoITTKG5Xm%yVapAvGZUTi6P5D* zvV4A-A&Nuqke$&4Ib;4f24tmhys%a()HFJ9U?u(~J$)81?fK`5G9@Q2&__#H)+Smf z0y}|>I_b&?#VQW(Mxd(FQ8AeAy7DEJ>8mOWFsmgf##ha{T)MJ_mxJExDls74y4ri8 z+Uq4wJP_A>ugDkT3hC-F7J->)xg}Z3VGtIO^a8f;AEl-*pS9 zY*MN01suhq6NYf4Qp(l8@-btKV-V8X70=A_xDLp>M;H zqAsJffg(G{-TB5qhId75aT^>DLKVWo zV+n`ybNxuk4XzE-!d(3gdXrqr-YOo;rfqpU2u04-Fq~f3PmknCx!4tG+R$qCJSN^D}OVAL?|)WK|{k0=^1R)YGeI!y1d|YEBho2_~9H_ zWoY#j5=A%AeXK@*i+nxR_84^fEFnMlIrVFUoOUa6dUgqVpJg|e+7Y*KZZK5(!U=|| zeJ+V$p1MtMhxP7=;C9iGW@=xoeX7gW=CT}+!gsgeKr8yI{6_tVUJLx0k8l3-`?lx# z$vCg~bUDP-?PbEPf|J$mM@Ozo*04AH9(i^hb2BR{m`Pb{+coM@wnCvvF1Bv*3y;{Y z(!`UpKD(WIg#e?R@1RWl0>!S%j+j|ph&6*UWQ7o9aSvKS$5we#CtHZ{T#SHYPC*oS z=_#hG3OvY(V86~srPO~t?3;hpEZ|C+=c;2kE(VM1V%Nq3sd99Qi3s*ulIZodB*u

I6c@mANY@CSy;p561pl5=P(NXh+%q_XD|=O+`bv()sL-N{PVZ z`93!WUoRPX5abnteP`FDjlg9gccrtywiD8v+r#9(8s^OhP#i;2y#a@?bqlRRB;Rr= zB>2AD{0#8?S<;1j(r+WU-gz8EFHudYtQp{r`9eQCLWuy|I{>KK zq&L_dmrCzD8b5~rTk$e-R+NeW>m|dawTFoNkT!9IQYt#q(*f`s+MZrb6K|T%1VTET zkUz*i<~Rs&wOGl)K~*-zaI~V2%{FvD5g0@l@qxG(s(Kso0QTpMjb1?+SduH1oUD)t z&Vdz@%TSg-Nas5}?(kCic-1}s-?{S4ivm#(m~Uw!w6XMfT%q?{N%$4@nu+}P{;OE5 z>-#Zbgv1>A4sIJBb23@wBq8rU2i>A91$}6vWJF)s%ZC(x?4>Ok4|9tLw(pC!`_vTW zanWaL-NoTeTB@DAGSAdmI^3& z!aT=SBRjxG){+xrSSmK&Tg}Sn;Pv+K>IsWYaS?8Cmi%Nv2d&b+bU|Ie^yE%0Z3)7t zO$R`xoMClG1wT&7>f4prpWMS|$wZb~L|$astk)L~Zk;`^E1S-;?Zyq$pl}zTr}kV< z-0;CSKwJ1g79KjNXk+<06J%*;6+B`Nu@FqX$`k6cvB48rtEYSG<6 zfh$WHKk|{qdqd=k#46tf@;d&_L4F-;cC&FLLP5Mi7P>|_AVa)eZyR#Ts4Nv5uRUD-Fxd1iIo4L#@-*-e%uO$Mwrt zya0e-=V5I6c^<2gDA;WpVy8qf&-HH*5fuEEOTrHm7$lERu2HbH>&uZu98$-R5D|e^ z4MBo|M!ZKlMI{J7S_!z$qjUh}xIF3-$AtI4enuS3{X^Y!0NzlWKR+b6%KOg@e4Euf z7wsQ%#|m2q3PQrFzN<1qe5K#{R}!{YQp_P7A)amL+AF;Cn3;MF1JrgRK>=#+`(*HOY@+0>vSe21HSS0wu2jW_O~H?Q|mQ>bhJ-^ zxRSauw+yTR7r`m4$viOE$H~aJ-4BI9^yKbTmf-by9x|1ReH4_~6+H<+MXBvK``6A_ z^v$$**8ZfkTGTivfxDUMD^u~CWl_9APMyFSgCBl-| zbvZA>V0&TSnasI)Mq)}Fc^O&j=`bB7)MW8q6$Df=lvf1zKzWB5f&q(W7Bh4^)f0JM zZ^vpZ%iT4}Cym?=NN!;_lqBE7NhOLT7`w0kidk>vy48d?9fUIBgDuE zBfh*aDy+$|1P};XHC7O!8LSGpw-B#pGeAeC9jZ7Bm7{aFibwr9GtqJ(tikN`*nBh? z^ecs7@RSJI@D|=x8PT8f)+^wJ=fT-nPBxO@;>(c*-nzBdV;+v-4N7~1?`6^6hL*Fn z8XtnFx5HEE3)tbIO@|$x5=R~C8qZ$Ml3)xOknU2mIQvOwg%v3>GMjmVSz;+|Eb-p( zJ@=6Xoa|8Slqb=4TnpOVgWGhAL_v|@g1Q9bO8}XeLDkYwlkF19Qz=-z*G{+4~Tvkx2NPq&+tk# zfF@Q5&e0NkIR#j18j>k#1m#TLagH?f(+}><+!x%L5~rxHVBUGuXI%Um;c;FNQ?bkh zOUxu4{UwhNhD2KuddsG-|E_8y-@7q#AXmA9NZQ2-N8ZCXB;PO zRhxyVri7MXA7w|B+|L`Yd9k2Djv&J zh)|Hp@BWWz(Ed_ek-k|ph&72Ai{Roz?YvitF<^aB!2KsFQd%fW+nJ(CqA4oz4l{C# zd6SdBn>Vpi4vB8|3e{d+k!Oqokb47_D5^LYQBBvtNl+x6IVeGtj%mkAY6Or?budoQ@>{*7+K*9wRF$2qC zBr7)&#mU(k5YLtlpiF73uz60&k>qT=NxpFu!y_l(=VlaOJ;_<9fmux)A5qAQx*97A zf*HZ^3K=8Nk6j#k4#oI28I(bV@VoC5Un2ZKTI@Ef)WD);Jb@R_thqcn5xJMXqB5je z5i5nc9|mXO+P)qCX5s8m&SN3mbl|EIhVvbt9Xmo&73MY{oH3>vEV`a;;d-Ru^L(s02W=WFwCSJ* zIIJL62FUncvhT5L@d3JJhk~l;#pm9#v~N`96jlyd^&lZ z*DXsV8wPS*xnR{=6|DEs?!5V!_r*uF8Rgm5e$xPpd-0t^WpOTm?Anc97z90Svm?Qw zjSa0NE(9ruEIadeiNi>~-(V1QC*fp`?LdP~ks&6;kg};(-|md^U|{HEW2u6jaAYW} z!s6xMY7iIM6gli6RLQves1Qf4M2Ls2id5&QPV1C{W^mPay+#R7>H^SZXms=L5gedA zM=Y^nqvS2rp{lx)-Z z8Z1IEJdEuckQ8n6(eu%UKc@-@6zH}13bg=Vsj5t|@JrT1zX zKk3s8Fu0+E=q!p3^5wXUJRB9!VjoR$!^VU=KK)^ynM#dp1M&#my^;JV!Fyvfd2P~G zM>>V|yt9F*@UJEoN&V|}5o@*cBQ9tVnml!GpGGgJ;b6198W=k;yUUnkl}@>3Z=n-nGWzLMTF z;6!xHywzW|3*S*(oky{10`N_BSMf*olwARdl}QXQ@WRu^v9&DM$G#}z#`Xl;pq~?K zGusR4`%Tf@J&}Pz0=uv9)ftrS3t;eFnlnK>FlaGv@I^Q~dy?SPH^ML`lgif^Yft9R z&JGKyzRrZNq5)Dw}Z87OjyA53erVRJQOd*isA{eU4} zJ-rCZT|V$ka$x#}Wg=Vv9ICX8!caoz_;QzeR|dy|CDGFHFZSG+F57U(&500zz(nP- z1>=og4$Pnes>Z1olHj&&zQ*G#!(ViEQzpE!EdFKr$HPXrh!`23qh-ck|Kn=fUK zAT~V;wUQ!U(FQ)e{@j=tA~UHr*vn?3>=NSdn_63eKJb-lAP;w=0mY<$(W zVu7q=9f-ZIQ>BKv%2;Ga*X}U5X>0bbx%)$BnKz0cmc94g>Z`!Cp7f`C-u;&0(eI1*73O*K$POZX0Q!cHi&(FycT%2?A@w?v4;~qVfz@8>c5ClF39Sd1?<72WiF4eJdsiK{8 zXNXmAMQ5zURoNh?hAFoq$r^LqEaGAxtG+89Pv!oDWlr&qNdGzIlSGizZy9EpL^i1SVv z>x{MVh$it%inSC^1bg^z16Q@DC1?&p40;ZUDKRV!>9a@-a<@3-9oVIB0(js?~C zU8UCs{`~GoDFO(Xdovr z4oZ>^2;^4EPfbYuwgNbY565=X9O*@}}*}Xk^5cs|}V$G+C z5JcnS@{&{kE3jG~TKx9B6W^+_9CXO{p7#c;{R$>;uc-t`O0F`=gjF!jbJ+e>!F=1_ z<~(4;g#K7kH|3zbMIGO_SXwXT{)ti5Q zw}I?k=moY!?0!&gytIGHTr&wGuHTM05S|ZC`x$K}TJQK_T=@vhRZLXpqbBBsMOP3X zzHt7M!F}WZAKUBm5eSz+@snV0{7`It+guebvEGt+Pk#x+KrrYMwW2Hf8iq73j;uVf zAqW=Y>G%2bzqnycaKQ$!=N%}rt$KnszOsXmW7;Kf)cz#eQK|*Lq}{m31OtJ4sn~D0 z64Z^xiFAg>QON8t5O6%Lbb;UR$mhH?Tc^KpBt4?BU*Mp2QxzseBzcY`1gAVRD6QIFs z5j@gn9RRE@q;be$z0r(ZKO&u1aH3EHV2;}xdL>wHg@Qpcf$u(Y%8NIzSiaS&JTG(AOpj|yP zk=+afUE*@x_KTutc0l%mVNMI@x+s3$?sJX~drv73bM%%xQ$E|K0ikHvb&!A7;&ByF zWt2z29BJku;6fD3PfG|edd<39DVdl;>nWL(<7sY~f%)(wNv~9Zk&-Z8j+|im>@ve3 zc-fA>hlPrPARcO*ve?xR3v!TX5diM!52JEaVb_8Rdgo7x!bf6-F_g64cUMsjIDM7Bxfr#>o!Y%Tkv%^D>)jfNiFrqxBFKxFK(c+SqP(y zix;FR{TB_iCev+!D;AV1sd+HTpn}yjS=}V~^NK||@bLvFpRB%1mA%;w|b+ytZ_E zSUn1#O6I;l$+~+H#{qDBm9s`4b3r>pkZ^REd$AFny;k;5T~*PwkpX+I>oNF)mW>*; zSbo9t+iv)LvQwn-1+9NqQ#qjj7lZyd_ul+&!TL*O(T1U~keAqcTF8{|_j6fUAUU!& zHG7eLwxj~9sSuzbFN>*UX)V}Wr3e|csuZ}G4oSCnl6l)|Rzs$1dXoRkd>SeI!1Tn% zh-UEI>?eX=SP=bWebOE`thb$GB(Mp}{%T9%9`sl(J z0Uv-;s);arLy|TFP zmv=J(yG?+BOpn1yl|!W=E87p#9)eIL8OpO{)o(8y3g{roLJ_1FeQ_xW2jch}!hVU~ zbc^P7wC&|*!S_3k5D_d31w4t-O(c4Cn1BhDb7=_zG#F9i;%Lj ztUQpOmn3LmrrJKaK9b7*=Vs~Yv;)f6cwrxba7|(Q1lz*=ab+cwhe6#OV&O>sKeRzW zdFMI?1aIvk^g`!YC{umi5&GJE6J+uLDM0{Pz993WxGK~k5~@0ll^_qk^%oTaWabgU zvUoF!_+`iB`&yE~io9?CT~8PlgPNmy9`^D5hXv(e*A&4$%9opxH?w-4XVugJ!?Pm4 z#KYg5j)#tOuUqCi(Oh5jLeYddp>fE-zZ0eUKEKACc^LXV0ViTMcD}6zWCIRa8Rv_~ z2Nqo4i-90aCIT~CBIJ2s;jP^YN2BZMB~gPEg_kG=(hZP!Om)Ha+Uk}y2lW)X#*Lr_1=qy0qxQ!p42X0gxC4sAcfyhfnDVt# z!794stVA>QIumRZ%gld1HzK1RJC+-Ajfz|y_;YQ}ouvTsi7s-^YUE(iV za}c+D*`@e!qbXj5@jh)N8RLvB0}MTTn13czWY{xAamyNbE?dzb56k)}X zh#P5K@_MnYmD_H=H)=PiuR>W*QS_+E6n8WN=Uh`#FdC93=7KHJXgU<*sKX7!mkaUT|r3_*PT?gf=CLg>_;_YDJk^@k)oRbXA)1-+!ITNl%N14SVG;N|RKdzUWRH~9Skdx+u z(Mn+`RC@AzlTHj<_VA(~_)8PR=PB&-kT8zx*Cr`9|BEKq zqTl_@iV$Wv$0uphpPTN46aahHvApM(1`YO=Jv-^l`mI5OgTtQT75`g<4(?xj*65V^ zt-+)cKr2IH#L~P0r5A`VlX8Ev2F)o`DYNK#h(HOyHvu5Q>wH;W|FZ_qq0{87BU93) z@!h5?XAl~UN1ipY)VB(AWzP`)9~$f;GP8$nE+R9K3<9e%9t{)1fRiTex%(?5LD{oL z`cc-vfyXKo2Cu?^gYx74n?}SFWfm;I%Yg?%TebwcAdAzX!Nljk-9pS(SrsD=F6 zfB<}(|9|X=8{_pR} zvYvmBiS@W0`1t%duHJ!vfcExSKEMvU^Nv3=Y>eH@@vjSVkDPx{SbpzU{rbK3Z#q9A z*7f{blk@)8UT}GouXkaO^Tw%kLlpX%{MsY?uKzl!-nl%mo38=1|GkoW{yNPgI;N77 zDRJOj0`Tb2b9<&u5-S|-9T%k_7>hlqu2!+PLwFAgC#=rVaZG+`sB|lOmc=1%%U8oSxZ6zgMN@p;cSk`jqvzpeOL6}Dc4|< zQ(kf2j-`IeD(w^+x3}y~9esXB)}dF=wmWavZgT87=ndz_^&H=c`Lpe5>c;6Y%j|VH zp}(3PKV>`aspiUogTSdaUgsU8HvV|_2+KZes6x&}=IJ~ads5qmY7g^Tz4{WiAU)So zY5!ii@5tI96+r9Yj0sxWeGT!hjE;*=OM93ESG;OhS>)kdymxvz1Z1#@u1WDagx@b@ zz@IO+^G8gFZb-#yA}S>)j+zXqKaJ?Z<$9+E`hw`A{>d<)d_=}rKYp?j!UW65RPbbZ zGszO)KgSH5;;mv1rlXE=sKMC<5UD^>Q_QMUISrG@>tnE$CGacm zNjMC;ZKhsh9>FqSQHXiJ@P?4(ctU`{@`g@~$9GQ=BCAda%#FCR=6Ks+9j^<+42j8} zFAlGFON3r(OwMzs2k0wnARM?NO}Y{D)JXuMSttwz%Z>R~AWcQ>A%^YPycIKP<-P@MR!y+jT=KO-kDS2DLwA^bBcj7fg+8+9J0)UBfvcEtDXou1 zPHu*nN19d4ycO#MMV5wRe#FEMs|{UsTpXrEk?xm7WQ=)qgekCcKrq+m2Wv3TSAyp# zXIlsc#zi3uUy0b1@?aOB ze?jW`Tuo%2l;I4PlxIZfei~b6tYKRT11cLFzL56*-=F>*>0xE$(qCVSNR)rd>RHPnIa6!9~CBja|lHOK#KHyh7Zr4s832m;OR}yu~ zV@V(p(`J=$C%u~eU#zB0POjWS@&KEWIwl zS-BAFF)BC0LP&93LB4Ro>-#a=tsgO+(HDMLa^Y_E_*jyr+Tfs>ea93-ft~=5exW4> zQl+0FA7J=Nkh}GR4uD5hbtGcMEj^Yip={hN^X$6GX-ei|$F=8Gvy&Bcfkh6qiuE!^ zNm??%sOVy{M-%@}v-8FlprXhHzi%lp9V;aG@sfw@^_d&1M~UBW*QkW$s45<^dbP5S z1pEKd+D>F{Gu@3Pr$8Jd3dWnH5w()%X(v_^kHB#*;k9M4I}x{|$l=0K7oINQjZ6?T z@@q^&kP>y>a_WA{Y3&^@ig(ytS&OXxctRtco!H1gnGBpM3ar?TY*cLtH!ME?#mS)KVWFwi=IUR;UO`vk*%t^??_SSVpi530TWSiIl#}g$S zC|cF72$8;{f_Y9sm)~Y4=C>7(5xcDfX(8J&(-~abm9!BrYVEiiOw^ex)zcx94$Grw zapHR25bx0wDf$6EP{a#|j$?Tpk`dZXfoo0v2#zf-8Dktg8dYUFViWZwS6@K2JqdHp z``31YVUB|CXph*a|MIf(BIX8}k?|a4zbP;CBK%fShS6yw`fI8$R49%=Nn4d46uvvN z1Jt6#x{OI(&WnTQTV+GCrNy8qr0D!5Lnr7D8bpGb+kTT3w89;0mv_n!dM^uk@{N%d zx3b9JVhrsEtb%G&&L*ZAC`vVmg5o&wonzopMwRu_7Kk`b6wqt17ecoLN!t4Q0Dz69)kc?6{USp zF@!xl$q!}^FQi8@wu{7NWfvR5WO$(*{uqf^DYxvMNu1s$a0@92>OulX$JjiQahCJrx)wf4q#4ozN`8aMs|9MC-o+e zde(}oFC{_E$C6dNM(QgVn+`DkoWms)>0!OnIY}0 zd_iE)6ws9*LeNez4m?)cjeKlkwZ2I@-hU<`CAOb#FMj`hyL930=a1j^E1GvQF`~)q zi5YAuR;l;zUTku~S#OkhybLAc)#eck$QiVUiTY^4VNvP9^G@Jyra0g(6zmiOIZmN# z$9qV8eQf_4y41Mi;pNCvFfM!8F=AzO>kR?hENGT|8xxVs!=B#}+RnVc>@@g`gO5aP zuF1hiG=n9z3(cKEcZ~(nd&8wu@fDP2r3w;4PUT4xe)LUQjL89GR6<}eqN4qgvR zlk%ucT5jU|%=C&t5!l-Xr9 zYV};@!$oP5WFaR2ONs>2I`*s(VpmmSH2?fE6aEkn%O!0t_WJx_j>MXT zHzWrV1eWm78u274cm*Zs5+r?XWdA5Bivb2CHT#*RX1`|B#s-1Kd@C0i^<`Xs1!Jw| zAh0+kt}~Zl_@O66gGWuyI18H~2Z$uN047e;zi5T}vQ)3ka21ycy7e7pVMdgFb&k|rh-z@1EAB_e9OcNVFEg0i3%8UiXMje;%|3{)sm|Nv8P|(*8UNPpmK(sLv;E&58wC>78^yW{v;9jv@Y0|r_ zcVq^86B)nHN5xH@f@kTRWO#Ec0*CTS(^65dJv#Ex_0C_~(#YtSt%dRZZx3OHrxSV2 zuKFkE?d0@dODV!8E8r5mDOOn*jsE$lchQezEG|e-s`U|HzuAy7QBmehY5ty&w8Jno_qQev4 zuDqoRb)TX%C{!+HA3UMmXjpkKbgfFN+Ic5$KOOv@e5A*w0+08o7j2?r!)yP(1zcBM zt}QsuC(^)LGG-?#)}%p7$0k-U2ygBr|FGyr;yE+mMzoeq?PMpUg=xsutCw@`swJ05 z6hdobnHV9oYOk*l*iifglU8@R2L*Lla98%@&osTk6LeXophgMVhCcFHZoFP zr)Cce-U9tpOZ$5hk-bOBFAVTmBg;4wB3`&ASK4ay#e@bMdGPkS&+@kqWyy*qjeKQW z>zFQwU)o&^`X)5muTuHxMXxH3TR@ZAcYiQ-zcp&$ma=Ew0=(>@$%Zs*Bbgy}cL18d z9wM7PHQDcZRKsL?tbyd<951WCc<(@?m*p@065b&Nf)17P5A>>Mjh+_p?|;CBaQ|sw zV_WqIY(e~Iq5G72Vnpmr(1h-lAQu2wK&QX1$MX*{ge3p|7(H;GDfyN>x%AJL&{Ha{ zC41N@0P%a1=X+3S!tVWw>*be5n{)PiVYl*UbMXC#P5PsyfPZ2fl7P*h{X00%ElLf2 z@IM#DXks5aZSb(6e}9gRy5Ld6K`2U3LgvpK_36%l&_ELKmSz85;jE}KJ!v@j?|sM6 z!t=t8vaEr#lfh~HS7FxwRTIZT3co@~F?3w~w~Yz}Dv$Cj*8?_c=CUV4)gCsu%OAzW z91>vj>Y>D>&Fn^B#cBKjBBtAtz{y;qe>PtrIh~W}c>MPjwK3p3N3;LlFxC}VY4(gf z3BUaN1XuJFsV12tzcdgFW?TW!!+DU&^J|lWkzdh698BJjHM;LV6c@Vwkk6j~`8m{k z0@7>`C8nF;w?>{D{+W_{BR)rk@V6!v07~@`6I;?I!|WrVC>dhghM)Lb1Mmk}+?*Iq zl7D}!<#SoGpCj@(T?mIt(xh3mj{u(}iTWk~yP4b-5@YRIno3CxEMfY9tJi$?q@wV@ zkE?QihJ_X~GP{(sgBpmb2ZEb=Nba_*!9t^@Ep54rlrdwzwhJOg_H0s4!*31TZ5GZ9 zv-JuomsykN6~JL(RhSe($A1D2f}C36+$^-D>nI$99-WCG*1b1^@pMo;h#4n z+`p0Bmm-Zh&#rIG^JOt>1N(6nW#H#?f-mSvb`uHO=gj+?(l5Tb{S)l|;R{3-y|01w zFJ&8yC7=ht%yl?zjye#!>C9*M_0jw=#U1#3nJhHSqtGn4GmBUdKU(YG{EMNRuX(Y5 z)cGy)dwXvkXW<<9!I{CZf3xuR^P5*q{TGIBkDZAJGh)Z{z{S1T!^0}r=1Y9R_~r?| zT`~V;Al%+_lgx3(s3G6!XuyVexg|~sL^|8Tu(~Qc`8J`}wsW!w# zTxX*v%ln(pw*+^#Vq4`me<^l;=JTfKI82?Nl{iL55XcEu-_cg!Yc$oVBeuMZ4%%e-W`1f`{h9O-Fu^}+V zX4(XMCPB;)rclCkIkHCL9bzzv`a2Rbw_4fu+)QvE8Tz*+_+0?&F!Bz?q;^!wytAk6 zKv)71E3~gR>eH?uWs-tuBg}llNfP*PO@4Jd(|Y(c_(%1HTk$&aSe$q)w)@MM@S_?K zQ+98_ko@IN-~W3g*8-o=sw&H_Y*4WHzM#8rd?|?b@m#6r7SQ4Tx#d6y9ND$7)Glbk zMAly?^N(K2T7;j|FgM9B2)HIc76;zcRTf(O-dQiB!sc{-0zS*RE9W?$?jrXwU_{G)4HiFaFgC@wk@}}(<*g1bR9^8Hv z4J#V-O3sLuM>gSjXq+LBdjEKKU&!Mg|2a7y=rBoCW=|A^BOtM9zAW*3zI$R`HL~|k z^pq6(iC^UD_xxv@|63Qc|9zsx|3SEVmlRLc{1yTHYb&LW267U7!9@QxnBd?Icl^hi zpedS(jeO(Lc78l(D=AsD(FU0Ccgon$Uf|yWtd;L=$*0~oS^8&rCTB!4=Mz`+Njo+u zcJHr3mjExJZxQ1Az4&Jehl4u7BX49kcTe0Ui&g+UL5h5VCn7PJzle1|+dmnS!pU@S z9o*Awc(Gi`da5PaFkiNxcQKO|*l^*yk#)tnLB-B7KEq6YxpaQ6|77D{fqv!v=%@l@ zuF}LS@hx?KuLgGGbzIyd`Bfv?eA%VOcS$=EH*Dg1Nw<^u7vJaT= z5N*5(0=1ng)K*Xvt7m>kaXZf;GWks^P_3TZfsB3Q%_aRp z7mN6%UgO@iACeSi2S0gPJB)}9er3vous~2PD8S7rxJ8JxF{)*2m3%2C+ z^%l5{&sX&6&d9EkR_E?8%%#D!F9|Js7TF9hNmw9`Q(iO**z1Hjy!?jbbJf7vBd(pm ztwap7T76gPePp8N2e;kf_h6uA@2acSf1R+C1fPnI<~$5g+VQ%l!>%~< z;U9Gm9}Yh5Z~ih0rTJqB!$`RIPyX&fCtiRbY-_30CbYZI9m-+ey?`sWnfJn3jMH;O zdw0F&Nd4CRvjPNRnZa7^*G2B!nYObN?3IPBc}Qi_Q5sf}iWSd) z4dlHku0&+i9WDtAyxbx8MTHIwS>c??varu!c7D;QsUuwy}-#)dsy@G)kVw!#S?a=zg`zuN@2QZCJ0LU z0j|9`!Y+BCkb~Bx4aXfC5MK7G*%MLSABdD8ZvltQMxPId)15)SSYH|CcM%g#B0FZr zUTiOu=+``e?`>^hDZ(#_YsF5wb`f>G)$Y^+-RZ+Gzf^2OC`|h2<(8n^SHGB-*tNp$ z7!E%ngW&~}`G(`$SO71eZ&`G|bcTs@+S1O9ys8*quIr$L3Ssq;eQknkb8^yw>ylu2 z85WU?!fxv=>CVm$mz3|gO}EEJwzybuuK|$DVv&c1%f%LXh_x=+A&5XYj$U^0$cA?A z#2v~VPPiri$}2_{C!xvG>>*dCAn+gc9e}d5&=>wIE@oy~^WrupnEh{R&(4rJ_akc= z5A*rr*M(iB-Pp;+WKW+5eD+w?Yf18xTF;1sw72e?CekQ(kqvR94Sf}bx?vH?C^(kW znasMI(B9gC&&9`jM`S5sH6qiDF#)a;@hF-Zh?e7L61RsC%400zotsia2E#i)7ZJn@ zt{d?me^2d)tTKCcg~*MI1d<06*Eawry#8M6EePzQYp^z~W;)r{qT=lnsw>YH=5iwq zns;aru$(T-P6et?egZ$!1PH-s7vBjeC;l8RO5@W;v<$nYp;Ff`9KsKNwks7`im;lV zZ;w+f`det}A&a>!s?5*x9SI2?^@$5^KH5YhghtQ2MZwb(6*(%zR}p%B9=sKefJ>h) zIMh~@>A$`%ZkZwMI^03J7^5>+0Ecw8$NZPL8T!)BjP_9}{0&{VLlBh%fop9)GUCsh z!yotXPZ>cx%*X!8-vsF$ri*52;`Nl9I`Ks+z$Vch+~@6eiGJ^(KC{`gl=;lCOCPOB6j4$MzY2f9__afNzoiDD#u?tE}Q6X=EEP71eAMeKYNi z&*eHctw@{*qrNr~yZ$y;X_%x^Um3(yBqA5A3qUV9wkX6cX4c3TGm6UW+3=(tc`KY) z+PXS%*WvPY4sAl$Z=T6+0;(SKg8o%I4_p1Oz9o~5TY;Cqh{?V4S@b=(i%G> z<(EBxW5xkWB#9oYwnbkJx~0UremqsYdyJW@M!jw(>oGPm8oE8t%`E*L+E@foG3sE75xWLo)+iXXc~>VM+%^JkWc0Ga zVW+KS92t^@4XJJCGDy@irDFB@{pNCC+~71cocLrQwk!8ILP(`8FhsuM_#5hex$&kj zg00nIxI;GZA|!;F4U#Pwo8sLrB&M7$`X24OyI|HZn4_D}kKhiYHddPv3c=QivU~{P z_eh5Vm&_ENvoFjLK)+oSbR^63Av>aN0j#|9e&6%`L4C`!oCh);6TcC>t|6o zf@i{Mag(2H2O>?A!gTXn;po4&+^?G`nI-uih1|BYY*EbgyYhk9f|aZVk*QL< z+4t0WPV(ee+nJdBvY9oSHEUuTYc}*!vf(|}-219<_#JoF%yg6ND-TC^kC|HaWvBmI zOY=ZPc>N@9;^T%k`nn@AI?@rmq*&jpdtM0*sI&l@P$gC6x=6pt05#R2^L;N}V0B1K zvaUZn#B1T@cPuV|5fQ zCK<;rKsD1H_n7*Yh*SZw-2DT-?QRwhoZaIYFTpztAb6$7#4jN$$Ynhy;k9!Q<@*6g z|C7c~`y0v#j>sf5W?n;wk^j0=>I*O*PN{=C>+j5d$9%lg0H1NbKPc1}_y(AikSnL= z`dHt6$TMf_h`*C>7?;Ff+dBW;^7CzvuR8aNZeF$?AgV21Y-SY}PUicIL@I{vd)mxP zoFp9aCRNmU_Zq(2{OR>;DE&b`D^*RoAeydr3Nj0p{E?k9r;G{MCG@i-0o}{&tNsPy z@^PQbnG=sQ^MVndjEoBt1g$3X3vEXdIWcx4SZcSJ2XNSKKCsLSTg?3touZ>BzqX%y z_C6o54*pRudVGj(ZSeST{6Uj{$|a$?FceO|H_a-j_&OAJr3fffo`nO^4Ra#71i}%! zQH(guKX(OKrJi~xt;tC84$VSC>{Gjh?4A44i{P z9BH2Ndc`sbqmqP0W7cN!t<4U-Ne>x)UQb>KE8^tH^>eM#b9G-TQEONfz9iPaYo&meT zC(Pb7dNb3WzDmrx*0szDPA6S=aDt|w*`s~;GY0*~) zAJN#9^I>+TGY*9--oDI;*SI}9AvO6FQA17YuWTP|Ayl|7S*#xJyHoIODct`ZUKhD^ zi}|z;T8}EFWjt*W>;b3Iir3*Ez9pK%TG~RU3Z}X)$%~BttTmB*Ky;N7job%&N7CH8sZ7 zKzuS%?1*Wx%H7BspPZBkD}Nwmk~=~vPWETPsYU;cHpwEwLtCvL?5nlVjKWUf;x->n8+?l1zN3py zvQSKExF#kjan?d!giardi z7U`j!wBr$Gx2Hlz!FIL4xX{yME8V^7XVUSp;;y2tE?<4-I{ z+kP{4xn}+;`et6H+I~JAe{K=dlk=nw7`T#~odM^6Jpy?whTWQr~is z*sWQ13E~N(=88plvsfovGonq~762On@^-$qNf`XGjh1+JFPkN}agJ@W z#3Jvb?H7Gl+bVv!Vi?|(h}B;Y^Jf7V8lO2NOGI5=vUAB`&dpyL0CZO~Ga^xm@Q@mc zt~yfDI8#x{MXC^I(UG<~&vb;&Wp#gaidC(o!j?lSbSzhzE|0p%8YAuc^OA@Uqq=1< z`6F#MXL0N*uwNDNJ*a9~38@_uQmfaM6SBZ@cy2kSAG+kfYG`F&Q?jql{R$$!P~Y8s zf2|#k6SPcQpAvjG{qyWR5;UT}sE5NTd>haT#3pXR3r=#Ow)6SGVA*!zBoJ$PqG|UTQv~LQlT}ZnpAl^79dcg7g##sd#VT)UQ*P0 zb^ra^0XlB1&HX%JGpPYeWXJ!@!}K#1lPKe#X|OS*^p-(0+x(U= zTysl&X}b0qIA2*QOl#vdm@gK=#m?Swbq<8IzIw z4f4iiF{r8`N{EisQMSY3r z3O>?i<;+AHTnXGvYr~fGZLVQwvX;w~!o#DSGi_!C7UPDU;&qs~_u5=-zHk&4YPn;f zx+?W=$lJ4rr8kfWROiA|!R{l(yB!%2u1|NvS|1DJx-6;d?txmzN70KIfWG&LsU4)@ zSxOWcs;1CB??6zO+BSP)(3zA~(_&(p>C_YAfr1I|m9jpC7sw(v-72aKazdxFnaXT* z$?Hm&|F>|Jm%BnsoO6p#@4T&G7ay7E9M?~l*!Sb!SK8yOZ?o_B(qX`@?%gU}NYWIz z(U|E7-SYt(#{nMj)N$ml!l#vz=D3~Ll_bZ99KapaGxOLkNiYAv-x9$!(%!W;O*WOTkY-KLb5XFEBhvzDr}bY*;QzG#bP+Watt$ssx&J>y8Wb& zeqYgE$_Fo;qGRd1vr^R76l6(4$(2glF^X_mMj+KFcvU?Y!N`YK!F)5&ompXD z*xOlPp2F&I5)c@$TP#He#Pmjb$@PvmuHaL-8YzOW%h0gQL_HNvZBA6O%~{ka#oa5D zFXR`J_KhMp1X1L`t{3DgTM^rm#01TrjPK|rYt-LH@l9Ls*tNlEv&EmF<#KR|U@?@EV?c=6l0e5OA%~) zxOxNZsyzmZaJVcMM4OJh+s(LH>VDnVYi`v9$#1p=nY3z3Yf^oL>~{hBG?oZM zOz&kV*zLWA1gqr2 zkbWr`!;VMoexXZasL|ip@wk=uDeG7+CJ8ZNOfTh()mO&rFKMQ5!wsIPMeB6YVi6`i zinLmm1a$++zITiYi-^d$X9EAV!1v_8HSllmi(>9pm=w_v|9z-OK4s^%WMGRPC6(!_ zTYbjc?5EFgfy`Xgvr#tTb#sC2$|3_|j;2cy4g^oanv6bWKWqN$Ls?gC9mgLTDc}WD zmK(85dDdJKRD1;Hw4Bi8C5-<7u>Q8Ql32R*&HrLjghHyFta_aToxR!E#A#$YCfaIM zbHR@C2@=`)TRWxNWwJ9JifZss`Hh&_S>^ z33TQkk@8@bkiJAbYOK#yKpQ+3Yiy|?Nm9&Z&i|BvFaPjk;MMJtL>a9I2d{-DwuPZG zN+hZX{VT>lz`FJ4lg@>5JI_GejNYh68^Q(Psg*%nt~9A%q9o&#o5}s0H1n0_!r)|3 zUIS$`_m@oe>&YGG5->zaIXTJd`N+;@7B|A-Ip#FH`<1~BB+8j2J6EBRMApt!*3zLU z;P&4PB>})4Z~A<&`exd!ElG4N`?~}APRVMXj$cqYmTX3QTz($R};I$|(^Zy(E$PE}OwvNo2Bx_?v{xenNZ@b13BCIvmp`!>qN^ER>gdZa(g>8UAgSmE)) zS-__;K~eD29uA_zQcnZuh-8zE32DOyQBBG3X4{TIRdSYV!xDQs21GFI)E@~hnk}uy zI>&Qux`giamIQa6ORBNits^2CMR%4R_S$*yGiz!Q&Qw_XFE7;{p1#z6iA&=Fsb!eJ zwFy^ofyRB?>HHk%GWPvHD9kkG$X_>mDl6`L8knqEvmdv#7w)pvY>=`X3#~pCiskcs z^q%#pivBGFpzXKQNL8Otv~qHApq}nPiKWG-E8>`nRH`&ine^)|LCp2LNWysY)h&v~ z!Zz`nb_)Kx4lg!6b!EY&z8YQknR!o2Om?xGk$`ep3IzBvNoykfnlb4`y;?vpF zX0FaAGF@jZJAdi3^ropqZcU%Dq}D{rI)MbNU(N~II=f05qAlehL`^M{f>rn{z2l(N ztsl;Du)H2M{)+CAE+7&{kSpd-$%KMl0hl3ys~nKaXcllqYAyTs${;@W7H(uuYldxU z2E%b9r<70Nk${dHI)Dqm@LFX(5B~ad3BsHD+gI3Qs#BM($sKWgd)q_7svo%_U`Dc+so3`*5=VG65YB}Z2yYe5OfN9vRFZW{oP_@ETkS+>YaL@KdLED6V>H!geP!Q) zXz@(UKei&IM}{Ccn&Qd+EuAqe6R6}NM^&KG^o+h^z^Uq0aihf}X5rZm@}_xxDT>58 z2X0;?kvJ0F+BWqTMs)kRWN}ld^65aJYCB)DW_GD&V`(k{Anj+Ol6N_$&q?KBMyQua zp2HC(c1BNtdzFW065gwzW~qre*6_K~Rd~G9CD8{d0zTi6T(2o%SVY2hG*LKsm5%GJ zzGsH+BJS^aUllCj>&{yFxz%9(`w`UQxoY2fH3>`MtVwUH9@aby!G81!WDD3Y1qs8@ z`ztCTweNgi7xwk}^SUrmqK1URjrB!p1Sj?bgh9C-wh0#OnssQTpybi0-hKUEi2|6L z-+~R&k))qCfE->EK^aWqOm-1w8XS!Fdq|Z8cGvt>}2D0YxK+WaaKaCgl z5sIT!g@;Y{-P-P?oB#m1|v{kjh}GiTJ#%|Box6 z8%`l>sn3CM9tk$tz0j~A8&85z71RGrOs}y8FfY!9F;HX{$!l|w-48hRA0I9y&Bm_Ngo=BHK%q08nH7OP{jo~%(qRXEtZx3{pynD~Hxe3HF)rn++a;H`8%?L&aa+ zZNOwa@GZ^<$Ym1E53`rQG%Tp05`$zV4(niCokP!LNjeuok( z)R%y~z&*k9F~?X(yqsb))Df6Rs#Kp0TW%apE`lq`B@kLDi#~~dlQ~zzooMkO$83rs zo4X96_nGic5O?!cXS$G#uwdDb3CuHMA6kc|76fRWn}#s{d97S zSteM9ICSboMRE(;dcGYUKC zf;rK3p%N>c{ib@8_HVOSSq&-IlJS?SY`NQcnH=(j=l~qhc)GDh? zsNq9IDvRqm1DT)990k3gt!`}!o?E6x6*`nu3 zFupRG%|jyUSKgytna*|%;oYmd?5kMY2%S#-YihS82}MbP^ST%A(wb%$FS)vTmRycXceyq0&zxB#qHJ&r|mqD;a?^)3pBxuJUf%t?Hg6H{! zT6e1ite=nSca_QqFS@JjBY5#(@V`CRQAO3xK7k|wc;Wfj-sG#nwcXX%pn9GHN#n0~CNe*-^GidhxMIlMLVqraI^c1v z(a}dufN0B-#YH&YR`L8gw~X>HToO~Z?2JgpVfRcTGIY&y!Ag)}GzfvnLY4z?ge>)3 z4Pr)wG7fp!ds-=6+*<%zp=V2mjp~_E2yGzB;WdQswPX?4$WHG-Bb3SQLH7t>tz_l{ z?QhQ(p+miq=T*O%d)Hv)HWiX~Yok z8!V1-mBMjk3%IbLT#2Bkf`O4|Lr+N>WP)dIS#X?*V4lglCqI9*n)8Fxu#4c0*!Lh* z%2U@YV#TSTn8D(ztdRsiS=edOP3|}#7Z$G`o!eMw*99TAybT9%wUt!VUL-RtLTCw# zM}LviDEW6o)rUzEIOYvi>$1ZamKm6*4*tl6679dicaM8Pz!WH%nM5@u<)4AS7)o}u zBZN{BnAU_#TgYPoqobk_2?8UyAlOKv5#wv-5#PT@z4O-NurFU>U~~9K2U>FBcHUH* zsBd?39hdnd3VH;@{MLX^Y(aWXt}^g>NU%VK@Ovk@RH#=elWqHht-WN#6on1P*Fn?;B19CsLeY z(c6E$=`Ep^h1)OQ;P>_BV#JY5S3{`3awH@4Y6q4neI8&qT(6?Zxa!s%f;*y2R0PaJ zmsL(JUKp?>JU<^XK$pNW2*9I-jXb44JK0yGuqN)Lv$_Nk>rQF@H0UjWLT?>R6uFx% znH$%vNTMt3K>vWK*|Cu;ky@#v{QsWQ6(=Z$O1-q@ApetBGGWc0a)&Wbbxj|`ef1@Q zqJ?X>`ixK1i8O9aY|L%-nlgC3uWV~@ha@MJ%pSkg8DaAB;1MiJAI%PYB=#~tgEK)u zXTElW@6q`zIOb|qX){u_niE59C|YwP@6Y93#jkukzwZVgn%)6>$D#;?s%;nFMIIVy zf6T`qB<>{w5V!INsmsK~!V)`O879_TYuLudeIl8#1q@Dd#tG({tFpT?(C_5FehUh* zQujIh5ldI(IBp#dI1e1(lzj3^fFo8 zw0!1(V7qN+go+bf z0H%*0dLHRJy%Yy@d+|2#tt1z7%Lg=4}^1l`-2f+Avb!r()TPCk92*0xlVJm zX7Bn34|CI^F!#$YwBh$zK=(G40AHi1K^g_2)5=sL%=)qOnlq1VC8N{94pQvPxPv%X z$?*i3YWm)$e023#O<5Bmc60z7F8_CYuZ#5gwFh|)mW%XX5ACjdd#v?Z@O4$ufnd$= z*Oi`lWF;z%c}C@^VAjuTi_pv!$^vBK+QZ!}&SlHza=JV^bNvgT=nzVO`3F1feOJxj z)m$Er$7@4NgNi0@1(XTehehYHF|H%**`^T)r|R+6C?_KJMIXzMhq5ifLNi_X$V7Vl zQWnIi+Sm{zYpaTZB%`w%c31baq*3L#i(;yN5r~f5Yzer1C9sCY5RX$ROjCe&baYjs zVYud%NQ$#16M};yP@_b^-)98>St!g{57v?mb zPuu*gIp6T7=~V|M=c}2CX{Fk`4%%t%KDx=1SN%?okGJs*@3GQ>&b!QT5j&!aJ1_!_ zPHb&;B%afA$-s4DEu^Cd3V3y4=2T0JHLH02w_)1O(kRQ*n4(vR+xe{-Jc zEDE_Glj&Z_X8&E_v;stw0(XOBy%UN|6&MH6vFPd3XR?5sxmJ@gHuGG&GR;oeNN%aHVX@{0ONkP9wA1s!L0RWUNpuJyWo27F zlCQs`xDf81L*am+z1?y+ka8(@oC4;vK&Vh4TFie1FE@&E=_tEdE%XnGc9~`MTj)@S z5{^7E`y}g>0U$}Xn0zu$t`sngkc>XcA~zGgY*r1Pe0kM-B8TYuZD{?ysP)l1F*lZc z4YAaXwjaR#Wn5%H{C_hVgj=r8ETO|K`HUWVs$^8OZrg}Y6AOO{{kTo!t#sI51C4;>Fs##NXdPtt@M~xUC*4tWg$*7tUGqu z0wMl-1a2#n$!X4R(k4xCbu9LKBuw9-2_D#{T>1T87Hka(92SDRqi>%px+2RiU@8gQ zTLO%$Em16>EO?X(8nFPFx*jIqHFX^?(ZmgPY%IQ@R@jO>IErUpUC9#1{A%|VX>%Ne zO8z`#r@Tozl~XA?RF34{aAzy6NJlY6$>GI6WCSBFx*qb!ki{>p;5+OiPgL@BJ#_0H z_bZBSpBFDZNJ`RZ!JbnEO4eELH%pY*j&G@>r-PQ#2Qyk#%Y)!gO6vqCN}ZhrddPd< z%lG*FSrq1|p1CYhr~IQ+di@feSQa?{La9uIaIOglC-G95tdpMO-O=@FW!Zz34pKVNH`2w}!|vyyQ%PSEjp|QEf9o$O}MNU;c_1F#7{I=2lEb1y$KU4{#vZGb(G( z{{85GT7$3tJR1j<`)3W#9p3uor{XE;|78>BP!Goc zn8}C4M*q+M`k(*jfB%p5E&p08>$&C?o`0ulJ>I0?;s2f7J9d9hc=}lr`+xaygA!`J zZIPEpQD370pM+Wb9p+nHrX+YyRV(-Xp`UNZ{L!5yWyt8_bpn;{Z`A{XWWh{>cA@wb z39P)b5D&fT(d?wQwlm&Oh- z6&NRF$tvK@N|tp{Vaf7uh0e!uz2H1-rQs--i3H)j!*kM-&G1Yu2Q)m-k#)uU&Vv(* z$80<)^jo6N>P}wo>6WmP)I-74A3x1eoDuPOpVbMDDQ0u4KDKF3JeH zJcAPrDKj3gMhBQ>mo&^!n1&cc%Jy@fB<@{_*pyR_PQ&1iA1dUK6Bd8LFKjepsi!Bv0KEVZgjSy`l5k*7?aUZ)F{vUnBVE2&|0WV3){b zQqoHagGc7InY`VcTlU1NM_EKAqqjKv64K@#U|q<$M&2e*=4YVUOX2WV;P8`TzeL|< zH2&%_l;*S~if)5r!SPGLUS9EnL~}-ylEkl-+|WRs`Uzu3H;Y(~$vY?kgc{sk2Z!l~ zPT)g|Ll7^LKv1Q}9}KP@<_j1bsc$(j{@4Hc-~aRf|3Ccs*QYTupN5r%<|# zPh5ebWBIq|As)otzWDrLm#vB+X3E-Bj-Wa0_du+3B!ieQ|6{mB8VlAD4a0VNVrVkn zuxIFJy98E7D#rDm zg`h2uWiPWV(G&%tIKPvXI`&*#5MD~3<>B`oqLvm3!bV7vq?isC%%~mfX zo=C;QL1WO7BwE_e#;eH^lF%-46`GvV*FuIiJ*!y~z$s>*7_BDnF>^YxWF^D~H;@f_ z3=YDU#Sjrw=ueFJZ-_#$`<#C_O?&!=uh(tc@%2{WA}9zVnJ}!RnLav^Ax)POMd&1;kdGIpU98Gq7oI>nStXot%?s&Z{R{jQ z%sZ7MLh6;CPYiE+ZXtSKz(pX8!v3%N^#);{v**V3?eUozmxXQ0tHfZ|)6I-E6tYkn zv5PGhYdCzyVYQ)j_E;9;I0&|&`tyL&F^)spH}rL!lE#dq#k>}wvpjzd^JBy@2j#5I zUJs4{OQ@&khQQU(KcF|n7DnQ6-;~1i{Idk%`N_{ORWyP z=LW@e9Fe(wUvb)VO3WClJ;1MFuv~-6kqyX;1Wq#s75hKYzA)fk{6hO4r*l~b(S&`} z2HM*8LE?cM)sQfbxKT~{rsv8; zA#2>Lu`6wPyLk^tY7%A)rHkt6vaHB`jS{c5Mv<08C!e>SU^nJ6$g@Z}?OxUOxq`QX z`{;OAZE!u>)hIC>uV#=-1pQTkBF6seIb9rgt_7%&(%$V=obWe~4b7it7Fjz(#p%2#caS?0mBhUszVpDYV(-bq!hd(ed5e<8MZk_0P zbm(fmCx~@-DpL|WGaLEwoRlgb8`d)3hG&R1?PLq%=tGuB7tvkm_--d^xOS-535vA& z;yWdjon=={et%EvndJGVD6xmN;Sa6jb`1w`=S=yoP}L_!xyl6GmK1oBR-VSL1kx~1 zl)U&S(MfTzWIp3v=s{t2>YJq$dYelWm7I-75i>!?v4b^mY?n@cC;=c8aCJ4oDUhM1 z8#x}#e(#e0;J^&vq54zECbX0AMuKj6%_f}@KY5VfQN3x9-?!f#OAf6Nja~yS0y#3wx3ze!Q9md-vKwz*$j8UL65Zt;Q6`fB)%Ki@*0zJMEd`+ zm@K}Jg$fgIDkDdPf=VZNLLdbpq9Q8d@!~Cosk4~tr0Mp8V^WjtSQ?n^XV43b9{kt~ z9Q1!qn(CsUw;d_?f`cVoNp-c8)P(2HEe42y?i)b`NJ+9-wP7i(*9q6|E-?&hS(Q2k z`dabJi##*f;;p_44wi|vd#?|bymzW9gd6h$@2$!v;FMeyzVQmB1E2p{IU$tWT(Z2A ztbxVxAbIeoAd@thypFR@&;JQV3I`%gf5gazscC%`d<7?@943SzAo_;hiR9RRkh|om zoFhr&(e@m$M(kN9a25v_xZn%)l1cQmck+NdHvyLiT7D5$%KefoWG<_lvhG#seiF6E zrJ@V;!Cu$mwU6a0Q;BFXiB`cH%;C3#tHa$U$e2zZ9igj1lk3f)4I>uD8~GT$Gm4G4 z;~IPGS#Nq;`c0!g?nI)e&%FXaNJ+^gkhd4|Z}i_TVU>U+dRh*OJNm^&kxJpNfMBJb zQeUUV`f(E&oNSLrovnXtVFuVv8wjBYE4#pAJGU6Yr6&AL_$?dTnG|6|e8xuZ3`t;k zMLCHb%6lBDCI5aG=r`)hC1}evMj_QnmC4RC8^?(SoojKmR3uMk+TleZnBMq#-KC-A z!#r}C7+4dTJ{P(3ov{}HM?kp0HJa;4MJ=sfb+EKXrkFc(c!2K6OUjN_Qd;6D{`2xU~dC_swtmLwm&&i|J%b`XNKPv}3_*dH)M{=Aw9WZ(ip^5)q z5{M)P`#RpYMBkx2fN%|2uJa_lx?lKws<65e@{58^omB4AP}kX+Wg(iR{CB36!AiGA zKz!d+aHn}4ISJl0@lVNMQ^-Hz0@sowuZOC0BnjHfGtq?9Hw7cmG2zQYdpG`4h20WS z-b&F>W>X(kVcba1dc2kAF?(SC+34Xx)Dn^UJCGsOFNcb3RUTESG!8$d5>Z(qOnzv) z-FKPqDpGw>z3&_|eh~C!YDO~yP>?JHZ zcYQv5;=BFX_4#n2b8-Ho&GjXtbMw3s*lR~~LkCA)lCbZ_+XTG_26)KdjM7wiFNS0~0b4UBHJu?4{|-|H)hTmIng7GqP! z?Qmv_qy~Ze{iW;(<6Ffn*hb1#f64ot)F<1@R2&ZCj~ArMI`q zU|9N+K@rA_;sDLmWrD_WrZNxlm`gVJgNBE9(X!vbjR;(jpx}&OKya4D$HMM5T0&E+ zL=Py7xpkWoQqNyw{H}l(-6sxWUP&WAnnBX%9zhs%FWh9AZj9Q0XKW}Y%7KP@qr9UYRE(GC{DWL~eUspQYyuDL zDWf_#mF1cPZ@pcEu z{lX^h0*@yWt)7=PSp*}HR$plmbN_?n$d{KeBi@HV=n|`bxuY??FmaVTS{ruf@D2Zd zy`64hjJ23Zhy$H-28T$Fgh%6|=Z=epQH$|=3=TqY0itZxm~WtV zS~<7G@%7JGZz{om7DnfUMXO3-LJ)I~-b`{fX4>d^Q_`qhX`_-gviV6GSpsVErj|Cc z51KSOTK=2*pN>FW=CH{mM!=NB+{T}dTpPBv)6?h3L|VLAD>KVGKsAlI1R>_sH@-Y* zb?$Yvhb0vCQWQmkKq50+Zh9UkaLoZoWtbsjjlGwZ zgS06G@k2UhXL#k#Ws6r^L~%(0RYF1LHr(8AOR^d@)@IT5#)HtV;Ec?@ww)@jhdFgy zPDZ1cDcQ+nVK=lLvv`0ExVknaE@63Zsh+EuvW2JhbY{uKAH6|DvzKQeaa>`g>4(@b zGmuxP;_8I0-pC-R0$H8jdc;?rO`(W3RSzQ*C$JA<3No47aYu~ht z>|VE}lG>F6(0GzMHVx@n_RMjrI}3aX0OI<#u}vPDt9fY72*!E+y)Btnf17q@ZgwW{ zgfv*(0$eBMsMKWU-?r?1lx&>t11jUpEgN%|BxcNp`(kzuFcY&Ump|B(bHPWCo+rO` zW`|mVCKH)ovnA~EW*Qgw{>c2sa=6nLvl&OS_e)d<%XZzA3`EN_3`XO@irW zlx><@x-o8P5JW6EHN9T~CEM~7o2i#1WQ|+?4vip)=_JimiOkGpKv*Ww^SyikGgXwV z7dZfHn-~MM@M^lm z3s|>{zU0I=;N5sNH%pQdhnZ|5*3Q_!z&*@$mgeS{cGn7=1Z(cYT zEsFT_qCG)WI84G@pieSQNf5QNw`rmIX|J>AfpvKdFtOqtK3VSp2;UF0XKDpJQDWT~4&!CTG{ z?A58V;#s@5=JaJTx6*c5DR619uDxKU?DqQ`F1fM*{hnXv;WnQa*E=hsYzd%g>#Ncb zEfDoFc!d(|;bvx;96w}ABKA%_8{eylXSoBnGg+_$=i@q{WrwZGf~*8w8@@2X&s)M9 zhs-QQ=RFjwhbJ88Pv5Y=I@n1S9`V%vxm08Z=@4E*1_ZZ3mZPd zUN`P(Ig)kFEp#h8{(%6!Hvp&4_B9f-+3yt?D@yg)jF&Ur!Z;CR+L0D`WsBXxSlS7vbu=hnd)m0u3E$}Nq$u|i(Il~ zIM75O&{E)?P|tRe_1F86yd8(e1+BElmUN+MpCCpdm*<5KPX(=oJNLs1!OoJl0kg1_ zw9ul&@?m!$fi31Z`j_vtqkN_}2w9U08W?bdt ziL+Kzd>xWf0+)7>H5aoC8I0hzv-4t%Jw#ovFI0iNYZ4DAO+i0h^DF=Dkbc7_i1 zBXzf=4NMjLXJRF{fBsxw6rV=4h$3EBcPoK>Owehv-bBZw(9}~tm<&3rli^V_2n86W zPSOZkj!xoJxvy)j{tk<2EI=ake!hG8gwjD5PNH?lxqA>~RkRYq`*pP?q=s@WGWZ&6 z)vMp}22)%5GpvDZt2xvs%>Q}UL; zwG&e&#U2(tV_av;-GEN03)2&q?1xS(eMZAE4e)lRB_7jP1?9J6&I3v<3b$xiO@6&9BLp25%>Y$t zdXXfM1)e=Y0nhjl^3kn=518fr>*K^!samhwQMP=ru@g<=ke zbBV^Is-#{RF0-iWU^6rESrqkt*=FNbBX|`dC+?rPrs+F!kGxu(Hlw-xbNnVk#zKp@xrdVp#`Avd<@ zY9|&DS#V9*O8%gw@b@ZqvJG`1Mru)k9$Hjykubn7m}?-PsZZ7*Fu3_x+xuy8tR<)W zxh`fLyZ*V8Ah>oN7#OE_^(88nV$jJ>s~C|msG}2AA~ST3OgF$!j-b6R!lsSk!TpbA z&inAq5tv(;l7A5f&A8U~3n~jmzD@{sBi2WqH&X!tcfxC!M+`u!8knoTuAhun;`jmO zb(KhQwUw(YF!VZki#>lM4_53m$5f>YONlvPXs{A?x^5Q}IK8=;nPD(?+q5bW@Lk3a z;$FvDcw((J5key7m0l3ayH5WenU#p4Nb;}&Z)9|~1e+Se4-8>3y4>%FMGCK5Q5xLG zuJH+{Ntc|c70iNX4!iih*?hW<->m&S<;Lw!gTP-_+l}DMC0c?O{07Z{$eP_fDZE+V zvyaM6EHiIQ7BFsJ56bjwuoD#tZrkw@4fn+hFoM0)Vq*2*2fvT|WwXUNkcFcSU9!az z-jvD=>H6IC!gbb`x9fm;)<_T#RDm)&TRO-QK5sL?7?tCP!Ic9)V9OSgU%tC82i<6M z!}t0&R|tj|COCrw?`3;D&i(GkT;3cM>WpuquMGvSb1}Jzx5L@Xe5_76cw1_zfnCGj z)=JCQL38N!hvJB6VWu6U%ddf{FtLfKw#^5pJ`P?7J+=GeZA+jZUDBWk{ixZm+-_$=Rd?>ZZ3wXe`)jQyUbo~sEB#mm zmnv~&z-{KhU8WYiJP+;=dh^5)MTo~bT_qv3G_C`deQoX$;C|xI&ma}W!4F|R2_uOO zq=*8)P@ z_mgk6^W{dD?RAp!C|@?$ga%rW4jc$0HzR{pm|yTN?`ya+*$Q{T>GrND>$V@sa+(x^Zj1;DNSnEAY#)M zwuElBldsp4ZeuGM{k!%K7|iPj>9E8>hfadNA&el)i3~q$IWl~?`0v71(7%@r{@r=3 zIOlThbpNe)x{rdIq^e?|U=jy5N-(%?*QhrZgCtF)+URn-aLg31ghK%Sq{;SzXUm?5 zp^Yw@H1^RJsN$SS0q_ci=G_qIYmpSHL2wWhd6+g1n3KJoHaHDW#2TiNYi5|?DM(%3 z2NTK+nuE*9#Lm6l+DsG$gOwA2MCWaIcBgZ5m8Zz4>%(r5*W5InyId3rN6D&Ur& zN(Xqw6y>2`KMn*$iUz&X4)So5L@bRR7S4kT$h;NkfI7sN1j%ISnF13*l%9-J=-GKs zqka&Q#|g|5Ed?GJqo#+PzE|K9S&Bhec6p0kD_=3wfB#?q!yc59-di1E5>U!Y*CFDgNz>`uwIPezmOIkwobfL`h)_=0;n zSdKwr7UuigMZk>lGvhceUA1T_+1hbicyjl`lUr&pD6Z~0F!X6jRS{Q@b|ov6m3ZNl zXvZQeiiUzx=uSLLgYU&$^y`DCupPuv@BKC;y%J3`KDuiN;R%W2w0?AIG`=P=QsFV` zmV9el@~v&zfXG05-jmU!gZB5?Gj3x=s@AGBg_X${~fxCW}l6CGo8t(8vS7;WBF1 zDQ+UYFW6{}Q5D@1r=yGmVyu(SgZ4EXmBU4j|0B%TS@9=~J&+1t_M`H*v>zP8vOonc zl5gJUYbb@wO7@cdc1a#$J2*VJ9eg9h+_cV0t_MDz!rxm2ignLBVyswI3~2JQO2EO7 zYw?7|IkGBX!fd;y!r#~6SWwhvbJ(eMHR0C@LL9 zezi6C(vA(oYaclcyVRqJdo5Xeteg?QOanMvurV7X46oZ{gEWVEFf3cC zN+M0Spi!&^hJs#QQkPJbRF|q5^oo)L`*krFoY-wTCC$yd=#+dnub7)GuqC;(C(Hv2 zfS!~MT>4UU62j~CryV2=Z6~+HQqIhBrfqs^*^bO|4|-xT#QiHo5@?CfRYN3+Yampw@ZvndiFDT zwy_sZX*&bBOm0W&)^Whp)l*Vjut~R`!a8=Z2DOJ4VmvDWVYTkjiBb?*it0Ga9D&L% zX5JGPmKul)GSM=(S<5`2#R91fG6ClFolyB`Uq)%<^BFJ5pJa030AK?TM2*VDHzH~j zoSd3?Q53cjIu9+%^EAZLKY-TYr5blS#gz`eZm?Cj-tFIO+?s8d9SMo=z{+{g9^=tu zpO&v*VtPo}#D0M-huHGSK{l^Bx!XO410*kYzx;hd!^_cm)7a|p`n(OCyQnbGt{sDp z{@YS0i9?=e&q&1F07zVPfu>Wf#$3U0VsvCtDcYVuL6nQQ~JcPIDsp0Xw zL67Cul0m3eG8k<*8dP0M=N=Ot8stBo8T8Y9`9jO0&ecd?cyi&pLuUz~=E*4dmba|I zh7H;ZOJI)(z1o@7zmG+#1O);zeEpXz;h-wVQk?xeykO-i z@(L|>4x%LRCm(S*sH|X2JUk^0`XE4-^Go4&?L1}lF1)Y~A|A?XQ2e4ShK%qXXJ9F3 z>m!S^b&;hxV`*>}et<`P9E*U1BZzR~68;lT*aCF2&dI$=v&A%6u!2C6^yG4!{Qm-# zAq*|~Wh=LvmM@or@r+@jdGK`y3=*qt!~eI*j1RG&**IyQ;qw_A3lFVocxh>c$CW&s*u3cfJO00A0jN9I8oY0O zu4NBwNfaETHlGYA(~O=9Hr4G1g^cdwY5SoBnH6sW?XQSy@c-@IWU>`R7Q3zAjmM9> zuXrl@Av#{m%Tc^ZEV*Q`I6qy#Oh$s7i00ShksG2L77XY_&|tk}orwELhc&$xph+Ub zNsId^O~EYNkXhi`kjgE7Ack#fyz-e43$HRpyhZ17BP7Uf_7eo=*2*LchUFSptZjCd zhEsX}VI7M7`uR%Y&FPdFj12|rqOIl=Hb=vJLe;A2kRwf|n3#cb(<+H77RpIvl?TH} zowJce^&d51Ufa}gpWw0N+)z5m-Di}x8OKCn!Lr+f!NN2hE6@Su>q4|s=IfEP0>7Kj z8YnwwF9}z0n;mhLxK5U!vQl6f;BO{bV z+E->7;zuIRv?HUOUnsKgNHN|7#lSc! zMYzX(9pmv9KcM2R>%{1VLS>}wB95IxzcG1Lsjyj}m0LolaBL^WZMB}E=8$O~4T?+o ztsq@~v=mT+u?_tKAuaYFSZG8m`7H*T>+;34Vn%I*v`~vr`}_VjEMpeeFbQwj#T|Lfs1WqZqCB-J=fZULa(J}L$oS`E*lpYUaola`9%U@S$!nTLo_V2 zOkG;ISs6(arTXuIqM2o?#gx3?>9Vl{!DUl-rZDQ2@GG0gm0&@S&Q07`K=Nlhv?K6o zFzvgEC{P3Y?H%5#Q$yj`af~0zFC05vwlp1;sfq*$wIVG(hxwDEVvxsjY!DN&{1*Ou z!x)@6wdgY6yzczpoi6YE-^alLIhASCzjKhwnF7dz7)iYE#O|1@j`zaOYXl_B|ttEF- zq>g_2^axIHq_!mBQzk?H*H`?ZQ6T8Myeec`x8<-Ln9B z!VbKA>N3H*$`9?}_g6-A4@Y4Ty$OO4zhc63_i(#}g~BBU2tsQpr27y@PNyL%p~WUr z132;tIEA0d$sgppX^j0Q?uwD3$0Dq^tXk5V~I(0 zqHHp7I6#|Ky9gXW#%OU+9j`4#ld&|;@-4U3)eZ>a_SKG%gWSjw&S>%y{;V4U6A^|@ zMc`~{)AIdfu8j>-4hJi$TVfHq4sX^jHng)rRW^ph@RyUz|4ZudLPiVzpcI#R0!$|ksJE{lRFA1&8DO0cNAETn<;(8&3c_^a%fc% znXjOKJ6WUR$V^IZO7)!W;e@iHghYXO>DE6CV2gVyjPqy8p4X7oz@yO z`GUfC6uAB|hUrmUEj6Bc^<#yn_Bn0ITF%Yyp@#cD0)hNZSGwYkTawX?5={oazB#I(SsmYUqbWJlVa zn0h8EtrnN4NEF?VW%>M=0Xo+G;P|v|_Z5|@=av0bQPOhSqUTZ5c2W{!+w2NMWvc7R zLV5fqR~;9iqOl_CLLbEgmL@0f3nXao##EUK***M1h`=|n+R4SMPPdgz zx~*pIoP~Vaz7tsxmgJtjm+YSYY=m@I1rHzqOL;8hzgUTZjI_oSzNOFq#<1yjymt%| zbla77#bX1>9xJgdCTeyPJp8zwU5CH>H@X!>C4$rK60I0pClzAu9mx#>Ft+A@7Ui8ivbrXM04 zyZ6S;1HbnfCVY9SUfD2_Pz=p?zuj>1DO*|mz!B#61I#~(vbC3$gj8?gj9~vEzQqZ6 zkCA8wk#`4?$K%z8=N@ zw1o%oURz~@$*MG_{{Nv;;>O6r?T5;tokG1~l+EgE>BVn9Kv8CKNI)X|KmyQ8$$H^Z zq3)kR8e^y2L((F<)rx%4>VE=4%@1tEpQR807$zVyD$Hn&a!c@Q+S2`ulgxHwRaA!C zS#YiFeBd<#>Qbmy!pl!s$6_oK1t|V#v|xvy<;PmMDSVfbCx^i5n3ga%&J?F8$Ei?= zS(UJ=Ee+FKKI<$yje}RlGPbzhzN<6=^vkR=q~G)M!%3rflWh53 zFm`D*XFEQV6``=@W&euE1!;VdOh$k58sFFGly(G(G-@eQYxKKqgbTOf^pT?jcTGpt z0+JmTWNA2cf(BcT>Ao9+Q(TW8O+NY1B$@&~b(+wYQ&7d}Tu!9%Qw;E;l6q5u>deqI znfy=#Z%vs7ywGXc3M+B+lUrX z#?j4;Z0)4A-9BbnvaBXZ3qGmoa5lWpbd9C$M7B1#P;~T3Iv77#BUdFS$#}VRF!`=B z)`LBIeMU3TI2Pw{U3?NLhXLL;Ix{i9))9coI#6qI_cYW)#P_<0Z+=Nx2E_B0>_1PBzIQn zAYf>-09x&E($fS$v;!Sq0~xTzP??EEX+iq5y?P#23S0Zp@GI#ZLk&t`laOC=g$IB@ zdSbqi>bln70m@Fr^dASi8Hd_%oXmF9aS$I`t*Yln80Ii%IC^c5BnO1Rw#ODIXSw>^ ze#4uDA1Y4}HoEY$pq%C$@25;l?6=(yJtxchj~PP(9MjknczVf9+VjRv3!oG$ zIME{Z%bklNHn+gJAi0^p!%o;Hg(^qK7?Fj75|b+yGRA7lEY?A`?0s3nmtLPPz}lJI zuBAU@B@v0Grf~ zVE37dI;JTD*EL_bPvgKo@rdXHg#W%*-ab=OF+?&}vMTIMy{L|tVuX5$^#_udTJji) zV&Kxmbg!XC;(I^DoG>J9&;mK zR=9)aNoK!wU*_NXeLtELY--a$GOxWSuBgO!7J9RxCbAI^9rX9tzvN2SV3B5m+eH8e^ zT+8i^-;a)ITC3kd%h`W8;VNbl2(1}QHbdTe*_bWF&`vuJy=#C01DQ)_@%w$SX%s=6 zjl$P7(nblX=3bH7@|+Zz7}?y}skc>0rZ|y|fDL-p735E*(oaLYcI#{qPbvc{?#G*K5ofMLv^2w|Lk{y$7`=Rk=5d3Pe^?^G2HYl%COZDBi=2ubZ> zrxGE8FO(Z#y~H0?8nTz~ zp0K3d^K3J*6z9c} zz5RM+$;)eE_JU!|l4~-Es1FPSRhswgxA$b|>(0k$yUutR6KST0=v?*gWkUE4Yfp~q z;&8ysunKlg?3XG@*cV8Dg-94Bpv=GSV$3j4g>gz%k7+58%nskl^`O2Ju3xBPWY-2u zdGE6UI@8&`9KH56=qyX4ZoyQVh#NnKYBzB*C>wjC(rp3;Q0#(Utg}+khb{|(lm#p# z@u=%X0)8z?zTGP>k-YBAmRaZK#c?^a$5$~KjJ?2%+(K1OG{y!iAOg&(?+8T@N5^%; z<&{uOSOFm5u4*gK@HMCMM7+Db}) z4Ks`Jz5Wo=gj@B+W)KV;&wABRRbbdD2Hv}1-w`t(e56V=5UrpQy3Vqjuisgbq-lSG zEZ^&OBB-Nfn@G8@!N8k^l`iZML}F2+CrylS4_jEl3k>0I#{jx+Cq@Xg8xP=#5^iPT z_Wvmd0j+mZx7;mr*1-wgw{7CS!ilv^sNd)Mafy8rrn}cqu;gFm&&`g8G_l0(NCdoH zXw3Nk`#{v4fmRgq;m~`3dpmrXR@$kc!}t3B6d8o$^EH1W5|6#` z{(rTIUmPJM4qc!}tS;Py`beD*F%}6U7=*K|Ua*k4au~5mTCHxS)P$<)QS$!$p*elD zA5c;}$`80#2Dt@y?0#N|NZv~=fN1s&*&vU_{PVf4GZ(zdgYn+YMO(gOr7{s1Ll#Xt ze@F}0NaNrKd2?vIZr2|?dY{+S9c&cW7w`W+J7ygfMf-36To9(O9*bJcD zp)Y>4?yfsQb#6&F&1L}=xMSVZZZxr`*d60@Hx+H$suqfQRZeD6J}UEFJ^aoPNfjqR z?)#&4p^KQtQC)(17~ada0%0K~GPkCPu!{SaDb*$(=7k^U(7noyR z8a}baMG9jQoPP-Kc$>J3!ey^k$VgDQyu^)L;bMb!2%OU*1fY)f-C|kYBpcz9JI;xT z?99(06wt>Lic>4qhBp*6%%=f-?wtXyavS}vWwt*W9)(f}RrNqnGN`M*YDS2~k-ksa zk}i7u5zFKRsmMm(@fKp}L{l3$Lxkg>1%e?7eyxQpvEkF5s`p4*iTs0}&2v5p$nCZr z1C`K^y!YeCdoOB0oZ)V2JXRzBwZ8j9qvhdw3ERPyJy^}hSDD$7u!@bm+5QI?-Tucd zyZ4ddcxf|>sbw~?*j!8kwup|X+3g3N31;v}e@$Q$eAmkI@@RQ=JGVMZHVY1SCg{Oj z;DG11#XWElap_X3eOCSG+M2!vhxc9}FYkMOt82Rr8NB0iWZ4(yU=x&Z;O#z9w}X-{ zzE_d7r0SukrVY7$9sq99kgW8z9Xb+(huKz+G(=3q-h%}|#o}Zmsl#g53WAf1rGX0u z514^yOmV?AObt3?7ZzlisWUZ7Q$=P0=#4he1G;CZy$0InUL(f+76(v6Vh524B$OX! zJQ7;GqL|x}VS}C;bTBHtNu{{j;~ApiI@LY}BTA{eYZjyG=Zy7-bH#Zrhk+m;nW--Z zII?uEW1j8=M>L&0h0Dk8o_D`#G?bMc3lMJ)?&nw`g$P9E7d zW>;4Lg3)#s#6FM{_?~LX2XWqBXjLkUjG_Zum*h9HDTjxJ1Y_{X@5 zw*DE$_KF5)(!`mB~{E%q*N?bbjm;AfskU23?ux%#yb$ z{BrL#=IlJ=wWUL@0~`(Bb|fo>JWBpLl%Px+?M}6uAPVcn_v_h))^mrlaGBu! zTCXjFn5>qG%a1SKOs4}%Z$iRcJU~ORAlg}m5*whDYLqSVzC!L~;eG(usjr3iqDjfg z?3z|B!ED(5tP64+U`9P%E%&}A-oF|w56~g4CfJlBVqf1`jDkmWHLTWqZ@7R?ZA&ha zE+$8gUb@s=k%Z!$bR_`2Jr_y?P1lvTnkbw&-U(4$pG4%Gd$4ESTy1BtDjU91@jFDrQk5$4W+- z6GCSMKa7OT>{-`-9(vt4-YC3-46)eQ9AawY-yD1ny13)%d_P+DJ9c#j*dxEGp8&%RNditeEU z$&DF0sThenk+SfrA*0D=8cqX*Xmsd2NY3;2Lz%767!h$$1X6^m@#gv`fYmS%IGp=z zuk^7dS*pqO&8bmwtb-goWv+)7^%83hoOvs$1 z9ro^jiDB!xeko9_O1hzws)Of}HYiE*!)%NF*42^(0Noo(LaBCi%4`bz97 zqYBVtNiSeB_u==?-`(_(lG?PzQwPh2#agc`DX}#WPm&efjH&91;a*Drs7Y1g_p0pXa zgM3hS#CFp@FhOaG$4)pG7PsAL;36nOY-^~IV=%IVSy0Zz;vv-G>@8u@u9BsUgV63L z;zap*FRomvW}8t`!=^&TC72Inhl0mArvRO?T9ZOX4#F6!GEPnvg-G$hK=)x=wEkt~`#5>`f*ICxn z;P*Rntg1M3iw7xHU~d4JaCkZtLUq-jl6GiOKr{&*Z>h}>fJpS|!S{rXUrqa8{uIllm~3XpSgA01oe29~ zo)axKQRkd|m~@KV&n4U$JEy{`8gre7O!Iij_eGp%ma1}Qy^bhauW3OEZpq~lKZAJ_ z$*S2e=ah>J%8|s{ZPq82Gs}nxG?yfF?B|pF9oa9P_u_RP#MN(#-B_|v+Jnys%gmLT zZ2z|{C(aSUM-OH}+ouWQ?8lkftOPB)%@0^6}MUjaKf_w4F@=VI( zbjL zrGYlnUk+(Mh#Z`F^SitNVCQg2UDS~^LU?e(?QGZS&~W4)jcTH)zFNUpFjy4y1a@Js z4~1-&!k?XrP-byA6w0)1c}8EqsIy`3>uCM`@y5Q&6T%OZZd-*Y-#uTd*i>+JSe*uB z>mDL(hOQzrgL`C1{c|MSoa^=C)>yJOuB*hGrlf)81`zbLLvfUCu_sWzAI8;mkp$WS z1MDUJxMh`v3Z%J3hN=BZMSGU&r@|%MW4*rm>q;3lNh9{@ds`v$Tsi59N~7HB3Poe0 zvSuMkC$Ht?e|?Luqn|gjW_@W_$5M$Szn`+j+zq8oGE~vXZ6ocXL40YqP=>W4z4`TK zBEI{nGSEz6v$dyH@B&mx$+lAVi#sBjNd7SqXeYSLZQ@kH!#i+yOztG!Hncbhi1Ao` zLAAh*&)Rt9KjOt4ik|$G4FYltR%O@B!&!x=zk zA;MwQHaP@(fy14};fZBqqJoLChbU;AbshB(r1gk}AeK@m2Ci!&6`~g~sINjI4bHik z+wbMP=q8cH6(mUg#F#D!hGy<88;qF{5N!fHVS|zImzW+n69|ixkx+BqgeXKT2Th_4 ztyu_|#=R6I(kKaskh1d(5H;Cmf}g3N1*4ZoW|>SPv@1LDA*5S-OW@b4B;QD2&gr;W zPIZE|FqzXty7@BWSuM*OdUvv!%n?hMY_#v$$d`Q!Ja?0zo_@JAweBA>NsPR;x24J)Pl~ zQmDrHzSD_cy9pk_9gUD^>F!Ud6$Vo>Q_JtD#gLmFB{%)i$1UxnHsi{Bj6&(?IB91p zNz&cu_93um{PQ~t#%(g5Vk#Z;dzOmYNw%s_8HkwCQmskY%9F=jYJmi4 z*qbNs!0Q}X(Q=B)hB(12L~~a1aayLYZ3Th{pjRw5lU?^a#Rc;6GNi}>R$15T-j*y6 z5Y{vmBf#O*c7OszdKPZ$K=CJdCk&vSZuB+ARLKwep^n@w446@+ci|%YimHJ9IQ1~m zQL)X39AwX7@(Z-6R`No67H2S1Ccb61N;r*qL;NBwxXc_90$)>%UIx#weJd0UgEYW@ zwQGu>g;m$8067j<76ln)aR;#^x6S_eV(M^Fr#c3e6zKAjI3T(2~P-3d5O!81EFn*UPtxdAf3k_?lnl4>@=og z%Zo33N{W4F>gCiU!FzF`{|VuF&gs3nZJ(OwSvsyW|kDj5>by+ zA z>jnZ#iKc;`P@sDH?Jen)9VAYuthVbN%iGQUq{p!IH!^vTE1TiwEMg+oQ=o8G(RIjJ zEqbCDL@S&Yw2Ol(%B=>wllaj{zhNVLr!p6(sLiNp4d|XREN=X;P6G&UC2=Jv9#JhKq)MdNN;wn9V7T(R+fJR6rHN!xp^5 zI|<=V^R0L-DMi26iV3AOd5%7=;u?Upoo@R%XR+x&_d-=5*!lvpfX#582mY8C+>-(H z@?{F9SrKWw;DvM*=cjr@k4){#Qy&V*ZVpsLPRTY_TB-iwND zu}aTyKgWsKzT0vRjKa5+3r>P;n4D19i))yb#BsKv5Q%xeY_JUAf!U8$)CvX#Ug1X8 zgOG*rUSW>N#Igs@ax+yd{W4@@g0PZa`Hs~`y|3H>1}hmf-FNR^Oe>svTpF50rrDID zsHURn?2Y9`Mkmx*kXNfKmfaZT*AB5-k0tPiAX_7O*XhE5ljso$R8ZbZh7Yv3%#=9z zT6$T;2Enokj{rFz+sorJGPy+{Wj(2Z>Db%Et%WSa=L#@V5XK|3c#@w0F+k40o7LB% z-l5p4L4%W8s#+%bMG%xI(_f8u+p5p{_);|tT)rnMfei^J?DBHg!m2)IhT_XoGB&H( zg5SPbuwF(L{+M92q#GXbPxkKp{n7_FR3bw9S1Poo=*_+_sA4#rw`aHdY$JVmv?3hJ znkNFo$DSIF3!!AU+i}g=7|zCtwx9#{XmT}$wkhsW3LCU?()E4+!Lm@HP~&)%B)f0J zM=O|ipkz&MP)DYPttZ~97QK~!poYmYbRKM(Pt4f$XDT{2+}mV92~KtElLHg{?UAfV zwkTq$nvQ4uT=Gltu_mexpIE?Ho6kXLp*tvz&adb3xVfOIP!D!;9*AU+N7z;_h0;iT z_MXH)%;D3@k+?ZBO=_oL+V)u;Ks-a|5-^MBVmUQT2_y78o)o?4ZXkMlpO$d)IFg0e za}cy4SsPA;dsz_tj6=?mb;Z3W_ZWgn{!UUUAPrj{_M#vm9l~^4Mj`u6WY4HSaL$T9 zl298NCPJb_Gp>Nf3uzb@V3vl;IPDaFi34xviq2%hr`R|O<7OSO&6)t+iS@zKGRr7= zH^v`be3+O3`Z)4tmJ7n-6BW^At?UGtCP6g((3+Z4^*Odu2kkwDUV--=XHiJS@{fi!Zhl7r{Iziwdv#gwlKAbfulF> zwS;juF7Vf}yy&Up0?3PnO*$Y%1))jSC&LDF*t5IHHbmxnJCg26uC_txi1F6X17;u* zy`0rP);?{H;Gs?*S@5Q2h*Sf7K0@_7QDD87?VxZmfg!vKy*ZYLUZ4RxFvvyL-8O$Y#JJQ zV%K1SW^jpQ;7LaOZ2YlW#Sxy6Euc!m#fEabgwX#o4j*G3It>(Su*UgacJs`CbhYK;*ry$ynNgfnwpuy z?*qTaEk>=f_hQGpvbbDh`wLDDE;=IF6u8)%*^4}d@I&5z*_vKq4o;qY_(B$+RV1a(@w+r9wbF{HnH z)P`IGhvrZX+e2#$(_&?<<1>}?(0QInL~JW^AD9g>FN4S19N$jiNxM^nJeK(G*!?#I zDLONj1?j-4Y!NeTPzztT4#^Nb-p7%O$A~f8d^%-;Iq+<(FsvprKv%L;IeRRE*!JSQ z6LeIugA|wAO|FIx=Z@p5y!j0|=@l1#LCl30{(ij+xbfZMUbT#WzDgQz1;Y4rFn+lt}JfBA3>wfO8)0EKrh{Y_pcSRLsa8TO$pk$Qd zym}1*WRS4Kw#rf&XEl8}V8wVVnZnE|UM@u6I#&$al<|s`&#jK#Hw*&MjfBPWtqP#{ z>WXdRmtcphh<8x^0a52z-V8C9e>VZF#e=WPd$ek+(^M zX8ftZ1$bXO8=|1Ofdf*gK;AA2juFQ@YtnqFAVNIBF0c?UZ6tmIEE9Y`2FfgvV3T<3 zYoXuIns~{58x%RQPq<@h`R_(VZm6$LEpVxzCRR{-Y+Qx76Mr)__`m=A|M9>6$6Rs# zbtRe>|JG_~P`@zD_fFsaby~ik$lG9}>)-kN+y(#p`ku?4exCm#+%_*CAAI}su#LNT zemD7L`A*E|XUo5=(d)9l7x>-%Z)2a7cr<=DAmT27^uO8p5*1Y~LlYIt^ST&5o zn^y#h15ZvoMnYVD;)qt_6#hcjTZ$gC!_0=u`ekcRyvf8+VaXtzQ5M2 z0ub?hIW@Oq8ltO`o5UAK{?Y^`#;w)yH3Q08R7y$rvL;zp{eGc|Noa#T`fKJw?G#O$3=B@xu|)NayHPwd8+Yb^D-Yl!uaX@R8Mcz+F( zvQ!OvTT1dSSc!;4#AKdfX`L(E6x#ppbZT=;{vgOvvi+G1gPNw>d)4f(+0rT@i=st zm25~+B1jLCI4p51db#uSjli8X`%*PrnZkU&w!|XME|hgGipk>etr`o> z%MjnIZe~tY5bivdC9XSLW}00flPDbuMg?oy$dG()BCy%h!?-r~?P(Y+efitpP05c( z6r~k+wM=1V`jSbOqhyw`EXibPF}16r4s0{$Yiu*O8|c8?IpWRcQVvZNo|h%6BcDAn zIoAU|Xg`v%KF-YI7(%+;BeN2>Eo0pnq*Co#)Y85?cwLn-cD(#xHT~`Hi2QV*Pb07c zA6BkY z_QV?C*^Q`cxtaw`#QBUx@PwZcj0;FRYu9Up zk9=(D=t>8KOp0ORJN7`SS&q0oKW`+2L_3d=vq6%jmE>OTALFAA0d??Em26^@Ds1@k zcxQU>>duQ_Qce3%-?{hwcKe=Aym8dzhtBk?QSuCDkg>txsMeD8t>vp&ui0B2SNcGE zO}fyobhP(;GMvu}*3co~u9v+f&nsVbW@_Nz`-q;?bfC| zJ#w_CdLIfeglIu@h_fz(5`lDNiECiu-q4*N;#p%h_d$6UXfR`hgG0rGB@6yI1-{Cz zv~xd#upxd`uu9yRK^aopNqh=uhf{4$m~QvFEMYxL3^N!MkCOJ^d@$X|I(^2yd+G%yCv-wCC=rHe zJ)?r9sPE1?j-rBvb<1SB=(?6?41%i;bg9UHmzgK26TkjV3XBoUCZrK4mKYqDqYNfO zO8hrgGJjIC%MgrbA}CXGQ#1Bl+7R!f)Tx5pP%&h13w-+fG=d2_2ec=}3F9Y0{J0Ji z6(1kcEI*0B=3XwaJW)`!N*wC5=_NI|+PY%}9{fYiN`ze%Dxw zQx{gw65**E<0n@|`w|>+D|TWca-$O+AS*7i(LthCQi-D~2z>+qJ?K_n$?B7?s)p4r z+UiQjZLrj1Nms!_fVx%s3|Z~UJhFt7$lrRUfT?r-CT~cEzLh?wQeO&&xN6@^67nf( zmYZe!gIa+-{XFDglbfc=}zqp$W!=Y^&6 zhmI2to}=uL$`w%{TBl<4t~Sv+l1Tv?3Kr<43FS$&0d9dbw(#?W_I1{Aw}g@!@gte- zV;R@}G}^+t`oK^l-N3e*wHWtpPfwCvf42PezqV-!-l+=Gy$u#)`fm{$WMn^9j>Ixw z3&EOJr5v+fq?8!K*e1waCBgWn<4l`LQ84+r(bI0KVk036*qq|B(bJjpxf28_(Ge8uQXT*xYzTtiodCb{-bJsk&EPV+VU4g8 zFSS)fH|;;O@GN}sV{R|7i8SA2*l!`pCM(g!+K&wRuJGEQTA{nPKQN1e#8CG}0cKZN7V+2HR3kyqE?QY!kry4v_^x3D@lj=t;PXs^J zhuvv-9xN{fN=c>dK|OtkK+=ypgdLqunJgYC%npB>zCjRj+;z(YktL`#q%X6&RzG*) z$zfY0n?!xG{bU53BadZH1kOfIisL~m2F90|%hEP?m|GYqTfTzh{+c<6z=6GEC6ljF{7+@A>0ZHoyyB4gkB!Fk)QL zvUvy1wO_S#aS2uBB8G#V`d_xdF@7x5_rxPCVsbxKc50gq!(;p3s=kRF4o^RB2R8sN z90q-Ez%hDXeyYvBY&~^PAFf|%XGU4i2d=h=zqW%WoMtM53T6;`r+MGrSZNG;H&3mb z_E!A0?(x|eI$mobeV2B&Cy-bD0jWbr8mbB`!WsoNToq!GCT4q$1Ss^Ig6h=1?h48h zt*@K5D;}RpUH6S?DPe!-Z6lk$UaH@>g~_KKgm0@zcXHQ0&U^&UXXy6i7$|F)?8nyM zhF`MX^7iw)#<%C`!!syuA zB7zZhY$69|ltxYzdyV>Wo6=de5N`s3>;`;qr&)|=uNFiTHv+ZDf#?aY7C_a=i@ zL6B`M!MP-M;M-m3izQ`hqd1QX3N%c3J6R|;n?0$B(07}KvvCbodM$o03SwM@C=+s2 zrT}a9bywJ&WVFhe4Rd?y5;9}*;f?osa*F*} z%5UsWIgC9}xeA-ZAH#>YE_@@QY&rt$l=su--)!~uD-C0Rc`U%}(-w)hNB z0))JUB@xB*FEgnXd&A!DIH{abq|`gsk4!n^@LSHQc=%`V_4C>jNdKzi&R&S5k)~`- zZ|Vc)$%U*u4YC}&Qw$&ECe8RZ2K;Bd)r=Qxvy|jmJ>1d9(1Y_BcMna&SG8myc@oSR zGk(Au@IkK|PBB;fQa6vB<7{;sy*7oIZ7PT4P7x0iIHLY*>1j!HOHewsOeN0Ac8V!C zmLhC|j0VEAO(ZmdoPKjjdH8Qw6YV!EEqjMwr#EnJNo=tE90f_n{XD&)M<81whi#Du z1v0*h7uLwCSn;U67t)}xawKF&Hy5}|%??~Lo!oJ&7h{z;27|9+h7$`>YO2huM{>py z8lj}H`Swx8*osYa9cKn zvN7n)6Jb2zrhkg4v+4h2v3>Cvav`>FZzPLnCN2_L?>Z@veid92UxryX-IP7Tq=sYD zzGaM@whCvjNcA>=?8Xa{_{mU&+7oWG!OA=x|<@>^Rf7i+VYsf(z8^i(W6 zViqBbymW@2beOCX^+fR((aqG#eQ>8KTmN6+O=$KUk7Ho`mV$IBvzDLPcGRg5hMkk@MyaK4=_w3A+te~QLnFBRPA3nU# z^%ny9HI!djr|%=(>uY1U@Z4B-N|xBwor+%VVnTYQJ%tLpj2LJK@UvY*W-aj`)tc;h zUG=rGQ5o4v(j9S|lqI*_^=`k7?yn3T=RQ_~;%n$D3Hdc_HGM&1_UeV6b!w^M%WJ~z z;Vf>?K+x0vF%(w&)^_-!RnEegvfI~JlW=`{=iyd+6&Mbe^f3>fbaK1#ABLnfnhRzo5LHj}G za6eoCerg^c2>s2qYZhhiWP_o^C#3(q^qm1{5nhccM)9jx9{zB^N&Xp$%15&2(K@ z2s5~RbOy_Cw2Mzhyw~2d(b;?QD?1^@+-om553*|0>3n0+N%%`-SV_E=ifU1|yZKM&=U@>~#n(s(kGK2|6of0Rp zN!MqO`?hTddnPu&AAcO>N(#?3%_PgrvJ=-xH|<)}@$14F2}+?78(;Nu%YY5o3zLvr zL$p8%+)~utRw+&;3<5=f6s>1Y2CpjOq!0S)#+gjnt+v&776NX%v== z>gt=&6dc!cFbN9BykN7~Xq%_>?_+Ilq&0w>2%P63*y!L4H`B-YXCo|Fb-)Rh+y0wI z$gJq>ge+(FcOz1zu8Z>#7Tmna1?t)ku0`5?ZlLKjr$-o<{*x__StDNsfh0i}M}cSj zyUAaEF;Of0)ySs+I@7zG>2_J8f3p!`F~lE@Y?VzZf!Mq2;)Nj%L01Yyp|8BrcB~*_ z^n5lqgTInDs_aL(BZGa*n(Pm)LVP_%Rybd0O@yt_qkEMovi@lF|3SjRE}o!R=T(TE zeDbWxE~ThAJAXL||G5T_I!4&%&rB5{to1Kd{&)LYWL2Lx^)#?gZv@nTI9ENo0H1H` zH$_(X(ZzK%;P#FG|6hu&A9aC{dwd%Vy3h8_SiJw==?A|1@Vwp+9%Ww=;_cf;qu`Sv zTt0*9<-dw4#OrnNJ82(Mh4-lr=uQjrtMC13EWi8|&vosZFmsMCj^MQv>gN@Tz1{{& zNHiEC(w+THi1=3tM8K{*MGgT%;K=QZKq}4`L;%La*orp9J=&?z0cMC@G0O+LVpKhZ zRePv?Vi3%6>h^Z7065+IvPDrmN1F>C#%xckWw~NiLLJk50vf$K4ZkDL!XTH`l$ed& zQX&-HDL&S-gyHP{ZTbbmz7Kls|8c*>Z`-!oRw%#NwxqjLdO_t7-&Wlb;MSes?VqbR zsV0NQErR2lbNwd+@Vt`K#^mA9erSdV=}=*5P5sY8wksX89cUsgKpA57=rV z`ESFBlczn?BTSu%^2gacq5NhWak|bT0B3bbk^b{jh;w}_*()38l}zUHPG%rFcx?e5 z)}L=DPJ#N&D|?OKAvnsfrwDkoXO@?7zyx`}clrw2_D-)jezP3rFob=qlsLA>2*pj; z`?O$v`W%p#&%ooSa@A+ber=P?5FxXxI^iIU>nu*-r<_@HhwsL!q+d&P9H70u*6`Z4 zcdCRnx~Fv}ex^s$qKr?-aYkNCGG$2c_xAkvj)jE!Zh}s0voRNlVn>527=>k@S-|fu zdGuLS2nDIfbUotN?=pD=h7?!zAE&#)csDNvOpVX1hU(z=GYqDZH#@G}R#%}8#zYg0 zh3HnYWTDdkX~TB{eHO2`p6c7hXQ#+eJ$~-xiYW|q*5ldKzr+6o2I4PW(~`hjl+r`M z!^Bs78`;oj%zer~7=WC9O=KNOLmi$sq))RUzDN;Q6S*cBS2Jc1QbiqRSU5ON`DAsW z=|nhIY>*=EirI)IXAZ$Wdu=Fq-AiWq^%;^W18@EcwXkgop7UGr42FsAC7&MsOm`9k((Z)9a+C^j(A$lS zc8HPFAVb}HK93A(o!RQO|7mj=Pe6{OTij&t=lf|zq_m5ejXJUINtA?mbc{si4-Hqs zu;t>e?vNJ@`m0KSVYqKpnO%|sp+)y1H{zMJGxyG*3eh1VwnPl|nBiD;`CQlJp%vP7 z{lx}LmC^&_6OcrFuD}-qND}g0^N@BTVY)3gQz78dxY{CP>6ryY<(} zq>y7dX?%&|Rad=Lu=G_Hjux!!DGyZ{^I~Pb#y)qF*zulObjV@R#8!VWCu?6G5&=oo zW<#XS8`}8z0fLzjmD#!doYb$gZc@C622pRpos7->0-9%2{YFw%6GwnW?7ZjfiHujn zsQy7pW9)n*L-Rr&$!Kj)QiV9J_>v6A+1wC*p-2aplRt^}IzQWfFq+!P^Noit{Pg{G zpDes^as#XK+!3$cxWRqxIPf9v@g}KW>nbhqHsHsFhQq61LqhNJJJCba^}c&o!}ad? z`f%M835b$>ehr~Nr-1130c40{rwIU4^03d1rfNHQUYI2KS95%}*zuQjz0q5{*O>#@ z_v|{&VR0D(0j4~1Cuz9;ly~e?l z+vgs1)vnVFP%M@t$V{_?^lO|y2R3b2bb~#6f;tGe&=r1+Bema~)gTYs3dHvYK#O~n zkY7`Jj|8st_$)d9c2sS&>e|IArS&!R)5#{Lk9YFH^6V) zI~S>NR0}zFI9CYQ>0An5|K>)Q1o>sU&ia5CPrp7OXYswFjB9BA1s0J*&Cf6D`$X@r z>JR{~O81^dLz6F_7{Ixy^CyCfv1^Nt*SmITa3yvfiK6e(<;Q@>Fz_uL_vE3TYX7If zP$?I}{<;O_3i;IrSg`#tE<0oL$b=8)(tL`NQg-q|4CSkE89u=}74*JKO38M~7p513 z+x=N;V&dU&h818cxn~f5PqqNze*B)pLz9Oh|BrA4L=ayjedzZa^$uH5mQ<_1SpmZW zmN*73KZ}-`@PrL?m0kQ%b%8K{CIqo@@bCtu4EBLR_ZLP$pa`$42tQ=lm2D@CzjNpP zF?LDjs9w()#lp<`19(lprRP(VQiPh`(*;w~hWnW|oT)oC42)MZo=!8dJC`=|==5Bu zT+p4)<t*pmm@OryaG4+ z-&RiWZ*Zs@G=gjP4NdVRj=oqj03NkpP|O4X z;tvwm&OZ>Id;K?wa3AtGI$O(;p>O&WDahXMj?%7f3Lg6}gbN(2(vyyU&cCKeY&Hct zTVqmo0)^v2@jf>BrxOvBzgAROzk8O{e%D9@J-nhn^vJ4D2Q2H(_p{48rri8@ znDpzIS>wo?XN^h(S}zNV*c_87tl*4MCH{x{Q~7QgB0IHyO5_FsaOnC!aFF%Ma)2~b zbyaaJc0OjBhuBBuUrxFxd@L^k!~tZtU2%c~fPDgl&P>$3Acuv=z~yf4K!keE>@pE& ziYX?gNIYh(cQOeQMycT^kZ_ond^&#R_6jN$l(;DWHHRbfg7lRCdH)2xKU)T` zirT}%X{E$);~~)?^4T#3K!^j?EftG4Ix*DgY^vc2^(8%dIXa>vr{=F08eM==mi`C< zL9d59H7st&;#G~y-f&C8{?D<3U&I8U{ZQ8gx7vvRxIgRQ%L%ll)dT8kJc?>olX(cW zD%zR|wDj=)BxijHzpdp3N%4-!b3sFvXdgRx-hlbI!f;sDeo2<^NC;f!>^i(%A!n#y zC)FoOD3I{Fi)qbnT7R%E;CfZhF(jT4NouhXj3a<<&BIOr?)}P4st)nO*+^}#bi}Nx zWz_#fY2w+#;l{yb^l-Af4RJPJ9#o6fFZJ-k2HFFxmjma*m}qV&^|R&9c%X^V|9Cdt z@Ub}z$qqm$@v-Ot?maFZk9_Aj5ByS9KId((*jD9pZr!#6K4jt3^$#H1emoisPy*D? z6p*ci&!jh~C)B#NhcRIfU&rx0P#x_*_9$o2SC3Jps4eS12R`rEp035=QoY=KO#oLe z?{LKP*6Q^?<8BMpeZMFlOjac>spoThayYN&J(9A{8t>gI*|xB4zT784F319IG|JhiMv_AuCoVszmj_sKSw>f+>ibwms6S3Ag z93|F!sY-7ScD%JJ{ARB=+8gWhx$gYQJ@Y881UiS!!KN(mGhzcM>dW(@`u#3Kais@F z{kh-24<0|*{(i7V{zo6ivxc>u?c=f2;<@g> zgPZg`b5DGz`7T<6YSsD-XD{^2^?kAm)r#dQY3Um+2ugu46Oz{}&b6q+peVpKfBV8o z_)N45z8-mht2y+1JR=i>44zu@X-KzjZ`-(Fs9`{5LRdMuYZPDog@UJN0 zRni{KlKB(E#@m|$`yR%w{q0QHLXYR3B?`lhCp{KErioWMeeVs%XXw5g{-l7#hv*Nb z*gvq_uextN2!3U~ytn4nT-I^nV!sBWlk@hbc58T}vy}S$A-(ri6Fo;5KEjuOEy{__ z+Gd}Fuw*%6KtByBk!Mc)^NH-XmuwI=>uddH!#el#dD;QPJZo@q&a5I_&Z#a22KCCK zvtboz4|yUgJWlwR{qzPw(_?k)h^t+DrWWF;=EQ)pdZt_f546222rQz{e8f?%S3cjK z1q4R8Jgj`M;!oU~-4z^?`m8UNUhFebZFDns1Pv1%GTO7$?(oa+d<-wHK8w&nuE=CL zxXrKu9`A&q1!Xc4C_In)jqBx};KxsL7;8M}-fxIE#!4ppi;pxkt?$eT+zju}HsorV zaLl=&gb`^k#sbfJldfd$PT^?1y-pueg$LT7cSwX)ea)Os zvtxTER*=-3D2P+1o5*d`$FCkCO5$0r7$!mc?m|iULKe^c_3=$lm{d~jNIm&*%x7@-H@Su-GpF%d)lT@*-;JAQh0JJ{A}?C_zh#64Ts+w(ovN&&d`Y&&&3 zIg#`18+C^-wmzR6xGnWrrT?k8nD{AA@A3fq@yuEaXH)ZM89wQ7THmj#UI%o3f4=y} z{X5<%K}pnO{XV7<>ibp26~m$C6ATfKb8pA0<)ZFomCN(|*=gw7bB7(Ce4Yo>$$q>G z?I^TR`?*hZGEVpLE|q&{Z>ByA{XfTnOJaT9iUKcpJX7bN3*Y_rj8BCyZ+Tu_0YL6J z-t9X%>CH`OVBh_$=Xc-n`OD*h?DSoh@xH$7z?bd8e&Cb!q;<@Xd~+@0jP*Np$ouhg z-*k_t^RIVQXeTZ2LVKR*`@CJKn~_|G{}|gl0>Sk97{Q&t-e!DeoLevh-+d*aOy;`~ z!TIdj{r~B$(DUxkLP0NVf9D&1%Gn4xyh59GTZw+V(-));wL#QDc;S zvPjJH<@E5Qy*{(Fk48(77i=Zo-u61+xAy{w`{(>%hh{o%wIhF}^El~`jp^xDviZ5c z4hqBpXVFvU!wRV-VQ579x(QIbn=8;GMo`Kmc336I-4wP$T=xzbZJ{qE4a$hO`_on{ zOfZVlFTtl3ftb0O@b7W@&2|RG`o17zIvMz5nH6ihbUh2<3Y8VLtn$!>XBdfQ0>reB-*${RW@)deuJ$Aajkdl7N6@XG= zVy!-gToO$uSq&VTqU?j49@#NuNFY%MA9B|*9PXX_~^C^N@|Mje`O;T zAptnC1XPO4lbH2ux*dg`SP<>=ca7{Am6Yx!v5(!)a#G!ZF%q3nHsZ``9j-Ug1I6n_ z^aGK&;Y0}=@qE$mwp|=Rk!;~i_`hlwwHC576lzdTk%oa`WQJW73dqj@i=9y?oj{H# z%BUX4?zj&AVdFI;YB;09JE=g~XeV^1aQ#5OEzvUp3zK``@Y>{f7m}C1S16?VvuX?S z8;td;Q#q;8q^XdFE6-p(bLX)D7u#FPP3y(Cv}biu|VKfCp15FeeL2#ye4Z z+oC&M*|ds0W64wF;j?`JmDXRvh=e>DNv72;+*^v$9!NiPzl?Ju!@b}mJD~XINE^(K zb#q`M#}R*W7Sy;XEn zVYiC>zReVT;pNT>xru=|Z{n5gI1Y6Q3@T|wtOyc z;=kJH->A~Y)iG=IYV(GnS@hb`%Zg2wm|!Y}Si^~THA&}!iKS={ z{3X$bn;U<)Y55iHk1qDwwvKPJ7pD+WZ`;+<&TQxThi#-o^M?3=(s6t9=a5(aW4vFV z2#OWfZRj0jgZ}NTe|NXJF;^ z?XW!8B+g^G$xCq(o_mPI6N`ieG7|F_Lg1#mLFiQR0L0H=Pb`WEClmk*Bn^u0zk&L1 zoL+8trwv2y>fA4>D6~(jm5c(4WO;2QHd)tBEXWmQMEmp85q0mu-IG%s?qu6>9_eU( zU58?1&#)ti(Fej={0NZmxB*+}L6dPUlgyA?m#y_mn1t!4C)B&^cmL^BreWp!#0k2P z6wW;pz)kyGz(EiX!>15l`d%s}(UF((Q&sai5P_He6zkJczj9R(M*Og-U?yBUYz#^+ zr!5N0W|rNjnZO`epI(t8=~y?UvKyt!xt-5Xk0cO4!ck|H=SiJig$=bXk^(4D)mVCW z!rWR92u0bi3!E$(IG&o1e$UvbWQ`P`@<$8aNt?X~mWyqUEQgSFsv zyJJgUi6EzQhzLz1$?AwjsoTDuHkJ%MQ;xvhV+|AG0sRXd0xn@WUPW4P!3F#$snp<^ z%TPYi*2e=6sq}@$rcz(md-!Z)_3dVuBWq$s!}_Gai5b`Pxgly@Ht2qNhC05!^GYVG zpl>|GwN{%6>I%#3Kh(sW&sxXjh{;&Z#QX(5w8dIV`KuYR&;8p1WO3rq?PP(kO`Eak zYy;%LO``n+KfkURY1o7X0%*}9cdw^3f{SO4j1GFDoTtX$NrEUoSc&YpuMa6on5gSmA5#))uV2Z+um`43rOP`&Cu*oqm1`UutdH_)GSqD zFZxQlSQii?TK3eUZ!`IDYql=V>?%*x@_uP#;eKp?JoNIAI2**B@G#e`rHe+xi(L^1 z^Gm%sV_q+agxem!@q4_y>d$1i<=Mf^w}N2uRQ!{)cYA6RPH$P-S@49ainEtvMkFZWR({zLD8)9W}P+=80WDq2hyPpfL`AU>f=Mqa3& zsh}gU|&&x*b%-J#;&eaFx+iL#Ug0w@>){Jy0@gsLo$@ZTB7AlCP``Q_!>vx zN-f8;sFO*_if9?@I2J7F!Aho$1f69m0LYop55!WxCnqqajMm$^J!^jO0y6jJJ&MJM ztC5Z)sMLWQD2B4FFDxY8uiF=e?EQ1BqaBo&?ZfM(U<_uR8}w{k8FY25RXbegkHofC z1VJp&1feN9peaT-3>V2$-F@9VA<`b^_WvyO!_Zxo7N}R5ix2=b|5G$Ux9x3%cP?~2 zsRSgd#KE0J0vw5dn4>dN=Iz9f+7B2==6pPl0dx|o9hllgA^c)1FlA34 zu>%N;)^{I->LMklGk0$M5ejT$v0Rg7?3nzTFfbIc_yrMT0N#2F;drQE;K|*5>p_C$ zmk1Pu0agYZ<3t;R+YO#ibw46=TIlzrJ}N&&QY-ail?0jZ=)QJ9&bP zp*+%~ZRkpQ%5{Ep7!Y)_`7pfCq$GydCyfrGeG66o#}3OIEWyfN*ZaS=_j#!Y>{%qe zxA&s0JnkpgmJZ&lJsf6PS+6mqV$NR=3Y?%lH%>;B`9`>sIWv~?-@p=MUT9mdKO`}o z6DRp8C!{%%%)W2GrW8i%WkjB3Z}!dcIPpSq$6B8#IWVk_=gH}~OC6aM6qu3xB{slS z=m})x6(T_DL0pE-$Chc1NGvKO#`=ib+E|}@!w|1qkgZM0E-xjYx zH0k1{npO`aCoT3SC8U~1m!~odzF;x+WV&iaNy-Y3HkD-j^`nFY`^=sWOFr82Yk7~P zf8&oyx^1a(|Akun_Vd}?gBSisqrD|l(N#;6Ui5TbbdCnykU*fz7;4tH=avz2@{Dq! zdf)YRLPou(8`orHIDt*T$ryOFYD+$jNx{HVVJ{<}Cfl^;`B0hY!^gL>qXUyOV7J&T#^v>8B?3m+lwb*U5>pMMn7f#MbP4 z%lXV(e9@C7jpTji!oJ1xuJXtHSQE8qyEJ1_{imXndFBK&U~AXTiogH zpYWT7#L*H4<-`b*T0BCmT$M?0!L%WEQn#-bjBPaE=HivP>3w=ZL`Ue6QCDS)99q6I zvmoePfl0z|{U%}Td}qO_ymqlYH1b|bK#hR#<9Z(dJ2K7yhtayZld+!Le00YGhCF6V zesAtQs9iYs5dz>jai)?FS?Nk@tkYNla_QrykP8$DcxV_ARRR#5q<%c{(q1xLA*8H` zy2Jlb0HRDYuC?xugDRWPwF^(*vpVbISoI7ZUwNPxVTzNE_)6j}N7|jqMXY-QN9zjI z!-ib1m->L=-9LY1k@yB=F0^2lG=qO8k|t0f3n`O&gZ`U@q%B`rhkl-HF9TPi$@E@TKrL`5%`-Q0VRk~zCt9>;YTcl zDqZ?3QW6(aU-;85wO_Pg8*wW?Y9XlV@Jj9!pcyQ`q;1OBS^Vaez#0efdH&MB8Rt=` zCagW;0rwH55nXJ1#RmqhCod^K)mXfuHsp)EqBij}d_`@Hcsh>HqibU+HZZUEP6U!( z8p|pJudGe&)a6$|?5MZ~{-T~^ftp873BSH~L`eB?x`k_4qL$>VU{i3~y&5+ETn9=* z9{Je38a8BmemN~%H0GIzvj;5*{zZ7h+ zP^xb4K*rqa+b?1Pt$$1Byz(~G?MI~~mK)8yt&88pn!!iX1%+ljys&x|4;Jrw2;SAZ z6aic8FAbc882DL)jAowff4{2oh|G;_JM_kU^YX`oJrX+n!~3(rR9J{!iJgBcDIGbl z5r1&6hz_bXJ{WkK+T~wl%7AD2k0r{>i06_Xp7&Yr+lFKLuJ}oD>73V8()x-Dp_;(- zwlh_l^0+57^`HHMlC8fKw&)#izotMgDD)4hD3$H^8WOwp>QNQi=C;UcI3b1Kryn`@{CSB=j_|QW2d!w)Zo{HDY@{rO3|xNb>O;dWmBHfmh_NmgAJ@ z@Y|O)pnl!KGMh>7#QScmC8#U8U**3V!;lL(^{pb*3hlT2wmFvxG@?8g@5W$SzeQoD z{b%x-(ZJMcyqy+)cv;ymlum7>_?~{$9CH%N(~rtnve<~MD50o=afXL^m~_H8x%|6u zD9%yg+|VN<1p`h#DO2MEW&4Af1HJ-Xr>HhHc(LgiPDYDGZQMX%AXx}gz)fc09P#2F z0Lpkd`ZUH+@3E!r#@O?FPH;&Y*3BAD{7=ChZN`Q$V>lx*f8g?xp1vF*;2TcG9j^a= zA(vScE5Vc=f22izfl6^@CDF1KaTJZxNn^7uGYDcTkRa<9k~!AzLH60{A^^|xLUv+u z(Tk;_(Jx3M0sG1VB_a;R+rc=WPdi$}S4)B~DDe?r&diA1XT2y@at~J0s;*Xh)S7)- zA!(LO@nx?zpu%eep$+rZ$GjcQs-5_oY;0u!f`I#(WRmI|43i^8VG7?5(RH~sE_Ua%B`Gr52Ho_WRa6u>bql?l%WZK+UaKezeW;mkBWd4}5^&jd*>)ht z(VShhOB{%IE2h@YRXvH@!0HgH$^BuRcSQoPK7Wzae8(!e?U>G}(`;TQ=Idu;lJPjF zH7a!rO(h#vSI9!k$of4K8I9B6d|G1m)O&i+ezyi8y64?b)rw%@^UI3Q&K9}ex+9XF z)TFpytUzpYRwc82wU(dqUc#ZSMp=SeMp{0rVuq#-7pH`r94o}6gWfr9=;QQdOmg3K z?%MnyX1s7*%!0vtC-Q?euP#zyP;}Odl@U*Xe$QmnVWwgq7dLUWic`#-;OLCWKNIzJ zmRQI?v{x@_I`!QsuwV?k@dN@GTuj1>J zyqcCCvj~Y5vzbrTeT<5&lFmQqq+#JWT@N6_UQQLt0ZIQQbYz4lt7};GcBI5QUTuoi zEl)Ktn4T!cw{uU~FBTpPvj+g(^3yl2Z_gpTMyJPQb2J zQg_K3c!<~ul)}o8ja=s(bdYpWW*V=o z(J$Roh-|1zwfNJ-oiI>Ka4|87> zB~B>*geDKm{gtpj*<+%6^T)Slmb&9SIIT{AB^tUsCfvFaUa1!Rb=rX&_!rDYqOrUk zsN3xWnKK;;Wx!|bpsA#L?XWyQLU`2Mu>rNlIOJW@Zx`jl@Ky&6{BC+}(4r<$Q2T!d z;adqGTkJ($z!xFI@(pPYZG}zp`H|^Bv|VW@7KIrMj+1@SxyxBnqvgshij!b5g2%t{ z`?n}UK}Y?iP{L$Tx_6Kw)uVicqeJzV&C53VDNAx#EnWti{0e(it~rUmTPAig7aDXo zUNRjz_&DPdK2t@xF8MVL*YtD6Z`s0Y+5-*e$yjOmcJb#<10jY?cCcTV;`a+zVk>*K zSS{KGB*7itiZUqKVQ0%tZ1rb;TM>S0gl?Q zA|lTacKtQ$J8q(zJ!~)Je*eF$y;;&EDX(@rm;XA`K6-bb|HMupfrxS~Mb$CecbTCV zoJI(t=FwC!8#1sw_p#2QWGGSjJdtrFC>bXAW%IZylM&>;gv8psE=Fe{_;7+~A7reR z3ll>g0?PCwC4!M{pQ9L1c1`K`h(Ev0)IwZNtx)SS6vNk~G{MZfIbx#B&U)hnd{G(D z_db8^7fiE@{J>Y!{B&7(>PZJMYWv;x<_-X`WX;&o3oG#}td`8B+u@=~QR z+%{>A_<-j3@gQ5`3DX=>!aP`TbWSwwG+Xy5=_p7P-PRQ|`;veu$_`Y`>__Tg3V<*U zOgesZqkz7*zlIjfypf;+r%|S(J+-%mMF>CvkES0JH1)ky{JZ%Td#%yM+Xtq7i6AyAT-geZVnof znCpPnu0;cEGD)Hd@ZBVK_(rWmaWzPXxwi$yHM&h{_1Fk4CJj?g{e=@YYomwF+5kU5 zz`qp^M5{Ig?N%&yM3f|zfT%vJh}gnutVASUnHHlbYU(W0^muSQZ#I3ORInV<4w7TQ z>FOfj8>7L+P!#$Cu4;iBLwm?U#h@tM*7(7%7;9*hk>^Fm^4Px{{h!&&cOx<(Cp2+CkjvJW`))~#)j+FneO;!Q7(A$--&grP)K;MqC<2u0t!JmF^UQ+cM`46}V3EQ&Qi8)^m3N)9C zwzvgbENtqAqyBmr{d{mcc2FS!Ltn_SuqmCs#8l0<1|{-nq98MQn|gK6c!rF7!=(s>?d$GgHzbzGwI4jdgRo_VJ~N z<*ExqbvN6x*aE7AS^^}Xh~p$BSk;FZN<<@txN109CH+kd(ewT718tvWhYm5jHTe(+ zPoQ%5 zOUQJz5&x}z$O74<)W>H*2riRQ%RO-v+?eHIE`I=h3nb#25J0d9%#xC?XF@5Zcggk1 zg=?=~pKbS9Du${Ss!v3h;uU91t}wi9!5AR6$L_ejOWLM0)!U~}&j+PY5sp@w;w_}w zvsadGvTO_R(V_@=r=7?5xO#`Z>n&Jag|`;U?EHO3%C$%41hSa7l||ctmUcQ4fg*fu zO&yTaENI8djlE%A?aKo6DX&{}BVWIEJ5?*Ce{9=in(zl=|!tP zI@jVtyOf|`FT*U{y!%b~{){3a|BHzjvDcC{e50$WaVlsh5%>JTG`<=-^ZgUjz75un zX^#;cZd|qD2gEAqV)OCsb2zqv3E5Gfae4np0NxxkyHxc} zLtFjTw2B`!)ki!CjTW@vj;p$f8ojGmF%?QB%*7lzkj(3ZNHyP?y`_EcL0NE%d_{g(u~98r@l;1jQmHkJYpzTm!>`;Gc+b)8Ec% z(P9)M@u?E-r6|~SNmjH336+Q%f3hx#0Oh&10Ci@6ma~1829oN)E+Ir&T+dI3o1Z9O z`(8xg0m+%au-3rRnb5u_+Rs4ft!tCed^sT{pg$SLBq3;!IH`g!N#dvH8mTPw@Iz7B z6|~ICIE2JYJV}Taq>U;X2$cp|-1nw=e30>@S=&A!0zuHpft*-#L(08-bOX^@-v~W$ z?@wiy>#xnwwx;9Hgjco3h$dZ4^2$+4ao*l%G-Y#_y2@k=R!6ru5@_@@Oq2B!X&3P9DW+*--p`ct9lRa%3 z$!G0hcAun*htz7H11T?(zd-wL#M>hzv_&O}g>Z*Pp;n43AG`Z2s8KDf6|(YQPe|!2 z_bGUVuDqy9=df&Y83@*)L^Nuxc9B&}$i;Q4>mn`v%IptjEV}SmOM2mcUVK$=d0vD` z1-LC)fk~UFLOjo0S*Kp5R>gJiZXfkAP2~yi3MHYS5>ml321(&cB2lmqOL&e+5WGtO z%c*2Q8P$m-5_TG{egli^Xjr^o2Nr^%W9}5-KYb3)l_Psz4}n7NKZOcq%^$CfXoKPg z#HvxUmaC$5VUSOyM#n;`NAbL8-EuhGVUgi4;2ZR<%aN1t{r97g#KcRBsrBpE11>6>AspJ z&^z1NK9edB>(Mj+`9`&OQbu4VxF)SefU?i35bw;wmO=I-Pu2ysrDapC!Y@uDnFlg7&sj^^qqh_K$^H%nC!(uBD&0#UR z#EGrbSVg6qHVJc@l!Q>yZJS0y#Lu9jq5!4E32^~$i(&`qPLs0g%VUS*3YM`gv4(02 zMT4pS5~Oi{NHrcrufYjxOM_urBNSPE9u-RRJCFuJo?>C%7|##po>;;WHrt1GG2_n+ zYaad7iW)D+hg1Tt7kerChZiYq76?9xM@qb#(-h7!Os*14YS$tlDM(#T$IS-mU*@pz zwCf7)^HMF-$&+@56a^=g4Sxp7QwQqa(PqL@MEe5X_cSZM2wwPGG7~6W^+Op{k~M3z zEM>LNnAbQTbq72{aB+$eB6DxS`fI_MAdyw7#YEh78H}=TCiVi3fo`Gnk=i7=VWLgj zqof`!tPYj8Tp_eGSMyo9{%U*>^UNcU7G!Kww9j_205VFUo6Um6Syk)^mq;HX2=S1n z6Fmo~RPu!)9$GcpJtIp(cA`L~RQJjDxuQ=A)vK#665o)R9yNa*TuK;nmSZ_kisB`FrIp7zatyk@6EUx50?K ze;-fup+32705aGN{!&NayG4&g+nhgdX1Azmmni;`3$t#tJKXd4P7SW$=`QdbjX(#Q zK<~rrv3)kBv2|qH0T2MFK09C+2pw;OYVkU6LchaXLTqB74Atn?tYWgmJG0tt^d?Nr zqhTPNki<^|DeE2ix!jRLB^Z937MmBredOLOGkh4zgy`=ct)@r_KHh}oD>%$ksG^Ui zy9Y|hJ%I!P<>d2QqrBJoVm+@v%SGYx&s_Cb5l9WwY@Ds>A0S=3FADel_-Gb{7@Lp^ZHXSgvT6f zrk>K5;|2(-wu89I3k8ix1dX^YBmn}cl&=mjJu!c*sl5^h&;z8!rWQ-4ASj^_qIn{a zy&69dcTgypXum)pqg2BPi1Tw0G70?=Ln%&+NTyRY7BD{%f1rmEzpT&56d50(BdI3ZcJ&!1jAHIFR z4n0LM+X;I@UhOyHE_~i`OL1`&1CDW&@h8H+P!g_C9TDTnbC^4f(JU^l92w$V1p8z- z6F@2f^UVo;IF{tbLGaS*I??ZPx-^50f+#DIG4N*xI(7cUiA`3kwn@;FPA4!w*|!V4MMTh z`m#M-FM{Cmkd`&AVvVor{Y2{Eo+|7cquvXtF=9^^jPZhgylPFZkLIJmW6-wH@D=In2tg!&g{b^|%wH38cMHYUYJ@HjF zQq#=mgVjTMp=pm75KuJ0Q=wBZ8P$Bi z6&o8?3?OPYHzQp!#K%e)D9)K3qO4pQUQFG5B z)jTwRJLC-9=XFigdZ>`GZs7#waSI~)nj-A9y93BjH5eS1b#7lRel6Nwi_3FB{j$LL z$=Ff*Tm1gr#{zMGWC@HnpHKh2u0}{w)c}yHuP>kNSTqO%w_{o$Iq#fQkrI9>(_XO( z=s(|}Mdf(_T&q}^^G73gx%1}XDWyCarmbkth)h&W7`Qfe(EqyJq5}q&`;CA@Hl~k) z@W6_cdvA7sZrZAH+h)E}5F~GXQBtNORqUv{6z8*&)gOs6cDr6kRu?#Xw*P#opRHpRm8fT179UPU;DFWjh-in7Hn`EhT=J5FwKr}T8=;1ob+3dpaX*K~9moocI|zULEDhUw1uMQ*AFt+6^5#(|Hf2lt?pB zU)1412T0FcjxzctnOvTDm%e2_d=9as zwxXZkGmZNQ-9eax`RfUVES%23Jvx{Pfqc;!O-H)k4fn1e9ivQ5)lHxuIgoEJCcB++ zmuh*`K@zX&`nr!%0;VqzO=mUjM>X=MT@xEu$;hzj2#%-EH#7W+9djKY9MtrW*P5rE zmy6xJhJ6AotpG!jdzr)u&aSSTp%GpFZ#f8(XP_-P^u4&bxw6kfeY7 zrmy#+(^>m@X(C#2**jkRYTDU%U;GNq^JA?xoX0;c`q3rHs*+5iebh-*=M+J9T5~;& z?gD@no3dXhg>F_maP?qU3JR=v`WZYMd3QY$ETm#HZy;E2mbJbg#8(!VLw%3eoJ=o@ zqAtrcFEYlNr=>dCs+h{!X$J*N;g4mS?}3i}(d*r2*z6*lVO`dTR&Id_%U`qv0A(%P z+PybT&5lCrQ^EFngE<+d9_($7=E{1DAvG)t=>{A+`|cYVq}uutazVDKc#?7M8{9%I zjY-iJyfx5@Kfy3l?0Rm8yD|X~KfB*fNUw*Toh#uo2J5#savSJz8w7A@j17=0x2-v} z+q?DoC#`G*Rd;GeIa6k_R@h-!GK!yq)aW1eZLs`|Rv05EK1GF3r9ulzpwL|5eC`m9 zgSCK=^c#kOLJ%mj>N#S5ENK8<|XP z+mi&VUcYwhqJHa9!+;a2g_Wb~Q>ZMS+H1p_ec0&#sIKFw!G$%x>I=H$A4S=?JRQ~g zQ3!4-_qzbo1((jhK=VfCbr;T2hTfqyqvSGv>9WvPnx$AB;&0JA0IQb zvWC%Ovdw;4`KZ9ho_Nk09M@o;4-iJuds;|R6)QqxiIG!|8N)5dm$jib_INLAgTL{L zy?dbL)~tNk*z#zr+U4)4>pZ~{se^fcwDgP0N@P>c(ucD^c;@p;@|V(Hs6KA5O^q+z zxPe*cEJzo}A3Lj8`*+u-vAaW%jP!<|9j0{mx93bf)cT5aymHik$LMDqpMU!^ep^c) z7?RES)VwOb9MfwW(DvAB-%Iml5K9!zlI?}i0EIZ;r+I0>5ZN9le;XB5$>;ksivt9y zEm?JM!m!Js{ZPyt%I0(4B7<^pW9IX3JS1yWZY-@3c0#rKXP2L2d(AY}6j{wLln8|2o;%@S{>+@e+n?d<-V^m371ZW3s&* zAdTyN2c&T<6`eflRVj*r=`;?Mps1nm_^^%*AH{Rg|FyUr%_kHeR33A z019Xh7a-g61OSVb5e@Y59W*QPKvxB=i+ne$gcdHi-1FgrmlUn(LZ-syUPc0%L{l3I zzoOL)FiTXv)sZeaF+%YXkzF2?oA_o^EuhuO6Oc7~sB6}Ys}`KfZs~=0v#MlV!8$1C zwN6`9*e{=&ZNat8CB#lyKP+E(u+Ax%D=zkSD(sPLNCs!%)!xhMxlx7hY~9lH&7epM znBcA&HtnIcx#Se?NcqBmg-G4!tU23Zf@vtQMX+?s02v@!j#DYlTY-nI4*2KuSJ_Aa z!~7~Z>8|h=&t+Ucnd|;BmnE?p=4gFkF;azW<4Y>GCRe#}2|v2lhWmJ|y$;~9C_kzK z9FQD1DOV0TOs!f0ZN$Yx`zdW0yufxHM(;t7>uqk~tXu8)-5`u8_JbjrCfp&yMIFo> zM=`J;?^&0W?1v#~pYem%{xF<}hOPYSQvE=11uW>_-r1`E3{`aClS1Nj(GQ8jL%!l3 z;;;vT3ApsI0N`}&N}H<{fu_r94T7W>u;c12j`O!4_}gKVMxY_{M+7GO-DDNDa8l%2 zZNQrtHBzT93|iyW3S#QTjq--^de5h4C6b*iZbG0j^EX5aiyFvrSgMcP{~jHre`zGa zO`g+Ci~9fBhy!IrDSJqA{7a)mm}uu^_5)oK8)X8;6c}`dwENMhN?01b+ValfXW1Gz znsJA)3}GFhe``eP`da5F5kl9$G{QS!#XVqj-oG^>&s7Qm+y14I!dJhyPtD{Ak@~w) zLX5D!ak2qeENC<%fgTK-{bBT}2;%?2 zINulES&M(53E78(_?6y*d5u@{+#2DH$;6*koFC)m|)`hLg=R*~v@ z6wID9!qr>jHHSkl78gyJ)C)chz3-Qt=;)KuA28HE`+{@E*itv;o%<~*7)pAFnlH!m z)E&!3F+!!;9A2WJw?Df+$2)q+N_RN3r8=y!Ozu;xKew^>Ciy~yw++L4X;v_Yj`7v9 z_1)>q6WLFrcgjbrJTI+MPZM7IHP4&F6KQ)b-gy`Kvgy7JNV=054aOfaV5{r04^K4} z@E49?QzRjXTgh6e^5KHV?i7(^p_nA!*)(K(RCQ$kRsMNcjJuj_d^7&+aS8=@YLzex zi@tpUX_p+Ov0GUQp8;XbsxM$&H;tM-dhReUBI*11;n!#O!9nWbSvY(F0!&u-Y5?Vu z(QLU;T%tLwc2Ne068)jB>zV0?(iUa-IS2`jt1G!DDr;{IVLk8N(noKJNrYp4)aZe< zs&NHiR9pj@H?5Cc7ej@Bb^4;l*CJtus}W92X>7n3K}`RyH+RQ;qfO&%$N&wd30&u{~~~cVcQA0>J9Gn6lA8+k02mf#gR46ZXF22&#yW04ZwfzqGc5ngybi-e4SEh1hmd0kj|{*>rJ3by^@ zJ$y+GRdho(5>L{Ah$l4@SH4&!I|aX|6PIRm<6hP$^1srWz=61(P5eo*#IJ_9V%29w z?yohz94*x?x>khjru!!Nc)fumRr;nfS1v1!C$1`S&tfH#{rTAwnbQNnCn zM4){(S80GoeXmaGP7y-A_zqY@`6oqk))Eygml!3X;C5?WX?H-nk=`GgaW}hsw-YCM zo0w3#u4YgRDw#9HFaCCv`~|m~Xmsjj!PSplEca#ILLlM(CY{Oc*NK>Y5r@Yb=>3c~ z*o>|V^iCg;(!s%0;t-rU)`zN(Y5sf-u)+F2?D<2a`>ZLq1(Um<{T>K<3_*dPo$t(j z21U}<#fSxV)y0TNF^f5ZTJ&Sx5k#3W-@(+>l#GtonWYdFun#IlZXJ(T@@%s6mD2UWQE$9!ix01Lr^HBsGNh;3-1+FE|0Tb-i z$WPUNBu}7F#fFtciv^-3o-aVPUfKiKG!R-U6vw)h4&=BZK0qu8FP5_w)Gv_y$_!OD zHGCtQ!5q9iZNVR&O(A)c>h^$9k3V4yG(G)?6vm#zw4@pjSOrQ`Ke#E1It=9Kq+tW?E0F!ObN}-C~l9hKR8)T7iJ#V-|1` zd`j|b5@`erkSMu7`x~hi#8{GwqCOi} zgV&%m9QQ0Bv0Q<^KYJ!{HeG`9p9`{y#GAk;Nq28`*iy)8BM6k=fKo`Y=C2DXf z%vgQWjHiUhPmFWz0)cBHCa$hHq+An0%UMCj_riaE?^LkxbD?*LoYM#hstfqh#IWkr zsU+wqeSU*V2};o*ctcc?bbkAad>lSe3^(&l7&jjWB~TFYbb$%@PUQOtDy`4^reWDK zO*7NlwLzRe0`<-G9r5%3DCOqMr+wslr^icEcpg&wrb^YLX-UvP3$&9#?^{t@@Ou3b zBQAOTwc)iRmBz3`D;(>DMpz41MGK=chRf& z?^=$S0=++6O|{gfu@kG3ttg0sY`8LcqmW!yDF3Aq)dO3h#Bm&N+$g?3e*`W6x^%;k zT)u{)MiL1HqH_L*bbBLUsYcn^LR zgZmGSEKdBNHns!5Jm}~5!~Y+#?-VXCV#dd~zkE2Sn-O%AaFlWrL=p798x@AWo3~s$ zgReZymtWTU39u@iwQv#MV$1q37}Eb1B$nDxaQN@zeP)#@LE?Se|7*g=ES(CYEIfF5 zabq{7!QVIMT0VbItnfBvpT7>aFySayB=lEo!fEi&c#re@jlYYKf^ITyO2y%5iVHEq zgG=zPJ#iMH@MPiEoHcvfgC56~as_gEKAoQj{I%1P@jT>U6)1;<-lc!hHT2o-jQJIf zg7eK1`Lq`x2sztM?M!+Jo?25L<#O74L2zpb622ZZE(lFkZ3Gm-`U=cjWiut@sny z$ST@#yKu1UEDd;latbH#W#Puk@ITzP$6-YEKTcpkSUlvWkg)}wN4-AfYm!mbkbreg zQ}6$`Ir?0!W=rR>s-GW=dgpLy1dd}OmqU2N3^}ByRsYI@Mek)4Q=p*D6Attp#h!N! z4HsE{tBnl0Q%LCs@hwt6APRE&s2An(@A3ItA*9mSg)<$p>azn3oh(KeivE}{hKzxG z*+R;_*+#-b0Ci~jaWFC~&D4sFCiOfP#gFd_+6cpQ$K3J#ZLH*0#|Tm}DBhqX3bJHoZ(E2<@78onTB*6vf0w@@{wu5--@Duu7%?E`bW}1MjBpqljE>#O_VU=v9g_O)&nr1Cprr6iavAPLa;ETT z)g>HC?Xdp#X-c7pu0^6~afwzQ0T_}*ZZ)v+PdU}!Dc4J}yU`%L6des0o#g_3=1#Lcpe^G&K>OXg@T{Myp%Ch>|CJ6&u5(>&8~DLtyaNz2Q9vi5MS`3&}U zhNJR?T&;EDh;Q2&iG!R~18dNuos;SkwNxDx8szgR@`#+-|lOtYf!v=tNAyXg22=E9QPMyIqzlzg!_|E zOU@cuOEzG*w{3*ebxczKE#+!}UajwO`HSI;Zk-)YP%o#RqhH@Cz8V84tCZbWt8us+ zj){fW<)Ov3WHUeFk3cleRRC3!YL3=OB4^g(`qEm)K|$FqWuedN_{B+kaq{Cg{9GA- zJ#hSet~EE!Y%ABDj4O7ZJW3CBI;}LOi{0Qd)>304Jl;A?)>32g z!S`KO?EZISX?MJ8{f-#*vT^?Hy%JXpo5* zQMcu+LU(4Wa<1m=P%O&PFY^0tE?=(#M>@LPn`CkqR5GnjqVmcYA6&&rgq)B|j+h(- zXM5S|LRElqWF=GqE=ODjK)Gv`GLiQpzRQdZlQI4h*SaN3B$7#Bjpl+PFQzpWcZ21l z6*`Ksk$XUY$wKc8wGPoFr2@p2L$Es}*XrSc?53pm^*%z+n`VQA`&Esxq@-!-AJP}| z5ua3gwgX$2&7~)+Wdu5igs2jaUbFjDH-y5oin3%hQ zlz+bdR{fLUd6d7dj`qeqJI_PkECs99juw3tKTwmYPz2=M4`tRea_ZhNp-Tqb_G6Ou zoLx_|$Cc~zyn%rg&m$Oc1M*Q!eO3BZY(?9G598cBkJm3(r4^lNx?o^-N6cbUP>972 zgI^~T_T`QKvI?!J^7?+sWm6?*MNilA*p>R*8gZ9nr=;uJb2>FZ6-*6H+wrKWzEGO^rm!neo0vpG| z=HD$>t$&`x4h#u*MBBVX>{Ga%B2Y!4d+H^GtjQ?#b|EO-sx^4K#B=<~06%7FngrEi zpDY6^aV>DT+4zNPv}&TSxPYJ}I{4;J-lo5FR&nz=8ZsZW?Kbu%DC^W$cu?C*lpFq) zINo3yss3o2cUvxVv!;)g%a3~;;Fc^_BdkHL4d0_Ze)Wm7@}{l|!TR+7OTa36pGDQ^*0&P z;e^qUT_pFz_fd_^`wye{7Gnv&#=~~bsV2j=ywHeJ4$kQK+HkPp7=}6e>iLAOT9bMr zUSGS4vEExlzjE}c%eD}Thge!F)sD2$Q<=rDuoZs3gv1n`pV6Xq-bEJYNPPvgGNOIm z6&7!ONxAxpqxN`l>K*P;y=)FaaYc?F`hwqpcU}3>tIaWb2SlPHpFlaPb(8Hp!B&~@ z1!G%IBc5lnbK$RwRoL*R3gF#1oB|e>kb8e?oCPmFL~hmX(P+Sfo6E?<2*bz^Gt5A4~@?^OyxJk7kCj#GFP?wbQ`W}6O~ zEgR{P5~EMfKBdwwPz?8a>6~OMZ}V{R6+4-Uid_5vR^x)PpE)+pa9c*e1)4B~SRd-X znOx=E0V;_TnzhtlFGPQ<^z;=->aXKX3}9SWukNVrX1`)no%Amo%m^<3zUTLLKuL}p zp{Sk0E^asHEz2ceq?nIZkns^%JAnN!6kV72tmUwEYb60%LVR1gcVbXko`-h+0s$WQZ{gl*FeRJvcE{xE}ye95dN{hd6S97QghsZ6qQbR z#LrTUC`yC}+x-OGT+a6Uc4Ev}^KftNk-p~WpYYwzPvFD1Bjjxgw$uL2CVH8U*B{z) z_y_&rD%_nKViMPD>@D1kVe1W2Knxg5BzfD1ZN^_0Wsp+9aq5*;(hXq`;+WpUfl{(3 zON?O4jR_n>iV0-3bnhos;ONE_BM77RsS!lGBtLVG_Gw{aDh++YyHivQml%ULsa-IE zXLKF(2G3IQZ!*WpOKUBvr-dMLXEZlCH+#f7*%Tl6oSlp8LoZI6Al8$9tXEIlBXxeV z!{Pqm$opx3&*{0th@|=N4d$xvN*z$Xxj#{_t^aIyFh4pbO?cVFFi7u0ryOWTjUJH?O3WU(#Q9q(XuQIxq*ODI_$otVL z`t@qa<|X~$yV+OSUiZ1VJxZH8w9|r4r%v0o)pS8Bsz9$VKCY%m+DrWo##Ie^jRuuu z{hn8m@7*KS;#sXe7eP=aq;YL`#mm&K;Bq*d(JJL>)E3Z=9QNcj%wMo9qyov9GgJLJ;eZWNb)ebv6H|%8kXNom^ht-KSQ3w4z5R<@_!iDuhb?w80BuixUK7wI~rlDu+ZTLUp!{cH}}1Q+W$ zLy{d>@YmV)xI0Vq<3;m}c}}|b$6a>39LbLP8zJE~>EJ7w-Di;XU5!c83bi5Xm1|KP z$=0iamUC?`a+y5Yggex!uyGbQlwrek5gqw#`kOH|?vEwvuoDhe4m$=uytLV(T<^Ed zVIuEPsz-dgidfmi#)TTH9uhZ7QBb$E!T31k71U65c8+AXj0=3qCQX96^5&k<75W`Y@m`K62p;GMo8i3_rkZ)p zY@5C#+x+`?v++VgTmaYjg>&G1B63dHtat3p2(>FY#O`W37W=o=X+yjKzSVjCywyd+ zVR#E7!#W^Ky@gnTzU-hh)oeIB9ex`1#U>m zz@J_(H;8$No*W_V?$TsF{8%5hAc+q!h+7G%euC%++K3<>TG@>P_oc8NOBaL}byzl?_LKMLmk}5{CA1X~ycFHQJ`pY9vE-_ui=|^!I;3 zZ2hRQLGU6~FM|NjmL%djC=@zPjsAgDi1>79zgiBAgmBuLht7avD^M#3X1Ll8(JfT{ z>Xx(CbcJ19eT_&f_ATgBWkFWA5XQ4+yfsB7HC2?wLeS$t7c%Uuvj8}-=DyHB}( z$3_1hNd9u|qpe(szOG^2VFnbTmp0K`Lz+o<_NQtXenNZrip=DGvjs4Ci)cG>2*5N} zqyg%H-g_p0OH`~}dWARNvj;mfLBVBWWtlum!`D>M#kDq#twhP0Au|9g2*s?g_acq_wN&!E`;wpGY`QTG62 zSh8(B`EQpzDu1vV^3sNak)`pAxVNb^1bjTflfy^)Zb?`K)CCH-??IQ3aE4Tq=e9X> zJj^1F@%RPZsYUV^73t+n+}|p;pda-acDo+-ZWNDmA8yIdEE-MtqkGF|D7;JH>4%Yn z93>e##IrOzvJ?rhl97r;1HIecUy-ty{&V^+fOwM+mjlL3iHQqKW>HzeTXGRtWhFZm zxm5wYWw*Zkgo_CxkN$I?qw$gQ#6suTQFvc9kqj;;>-z$1+G4@X{UaV7_pO8|-32;2 zXI6g^8sZ!cP~o2X%>q92=`p^12OD4etJuy0x8b~$a~3iL_1JRwC^N;yELg=%3X)MR zYvIMHYRR-6aDg*>=6NueT}BkacCR%;uYle*cCSC==TA@zQZrK+KvYdigA$L#40U6L zq_5Ygmy_W`sB4Xb0l_#LI1!X`Z-;-Q>^V_5Jfp1qpv9b?jjqE+5L9EQ72@QN=0yo- zsQ+?COSrSm3|hB!;3sUZwFo#O?g+kh4 z`MUjZr;1$`aHXroFjf!GYK2LUGHH&d((8{P($n>=mA-TJY&EIhb6^s!#}YV&d=FGdOHh$ru(?LHU?`K82rdy(Bz#b+rm_=Z5CT+eV`NvW3{eRbu_!AV%@ zr?SYP_^cGvxwjD1n6Ix#fnSH~C=hU6=j)d)m+ixJ?vp*UBp4gaOM8EFp+lN%u>ixa ze?7u3ztEOg_Sc)l($@nI!cL8!uS7S%GK$f=bLZv;626^%Nb`}EywSzpv}MAI_-|KR zF$T8~iAFiY=LJMOaLzC(kuxzXUaxMKTJe_2eC7j}QnEX*Vn}V@Q}RKEwu7a?ldsQ~ z+hu^-0fq3b+E3`&*VHPGpJ*p;%$vPVSj=A!;dgv5PJWeiVo?b30Vj}7q~UO3!R8#A z`B3hx_9yzBh@~|H6m}eilPs|DolLI>n?w6VCTNV;Tl2QzyYLD1Mkx(W#fn!VPoKuM zV8jClKnYJ`oZO0FRe*HQ2B);zJDfy9s)X|1XYtyV93c7%g+n8$w_RdAJ3Hm|RrbwC z6h%n!8Z9XlpN4pRn~v6PfbLYM63y4}>L;Modx&Mv>pgl6ycF*%6^$9uN@)zzBss57 zdcsK`$bWFdXn+zdzG}y~m&xh@cw@RKsk~<^Z~>cXc&M&E^l5zH;spw6c>rm-eH^~P_>ndE|fzrG`;TD@4b6`K|wvegP6 zTaqX&>pA4lJChtz6p6 znZsX?sw}P^A^NnDWHSWX-lYc+bj8cF4jiRP+gKlTcPp)eAbs{=bMhq!_Gs%>2;S|n zF*UH4oV5km`rDX*0ROMU${q>AmhgS1KD51r?+sh{5qjKipG2*Wpv4I8YN&P$T#l_= z+uF`IE4M9xyX|dL9JGEte20D`Wi3xKF?3(FS;bh^CHs60^z(0bV&zq%UxiHRd>DxQ zI=VJ*Md<4sKq-V`d+hR=>etD0$Fkb}@)r846{!67`pLal^>Mo)8p9c>chua`hMd{| zb!W2J$?+(f+;`mt$r*xQ~66BY>^frsDer+X&e626id+Z4K&vTE^{`SfS zN%G3*K>@nmF(EOZ6Xbn3XGR@OwR=kL3Gk&ICNEmmKoYP@K8M9!b@`kYCtdP65N^B0 zD7Y5^O(=TEoQ7eW*1%nTcFcXRZkm5GK4)p(qP*LBXOHLJ&$<9rEnm?qqZletf;heT za#1)V2mU;d-a8}$7nkjIh-C4?k3hgD8<%zNyxz(0Og%aI!V~@i*ds|x+ z$h_5(%hDkw&?p7o=V!5s514(5wRDe)+@tSJc_S3?SLbYN;**sh+c!trYwR1@Fy3rZ zudu&rd*-uvA7g_y;5DT&_BsO$lvT1wkFfCPM16i8SYGf!!`898^99@z8Q=L>hg^2iSQz!`nriyK=%Wg0Gi{6=a?ve_* z=tp!qFOukviv}&v{pFItja@u=(Ahwr4t(T?_m&><(Ok%ai9z??5O4Wv=FO~o>g?-Y zm%1bE4RqH~Hns)WoDmD757GF=*@e!@bDwMbbDbgqYIx%aMo~0Q<1q|cT4x0qDVK9U zQ)pWXM`K*({V01ZZ@`RhN7EUf&*kMV1W^HXSKpTN5zM-q=y=~+>UL(yroIb1Ihee` zSD`pkl?1iJ#Gjx$4tZboCVb9?zy62l%ocbsGS$K z&m^=B^&Wh~Plg=B7PYcV9HC^dAH=Uq)zf-7vve#JZ{|OCAfiZoDV#G?8St$djBrH_ zaenG`|7cgDF^+KbmhVc%u|gimy@Vu-fTdKr@?-e<2kpm(=6FL-RPc`sTSrM{1>AZ{ z=Iwl*a5pU(+Jj>MkPz3`ixaL;+R9022=+HLpMdyj*z4*21izyV?juDMk--g*XfqU|^t zw69ya=4fxr6CSgpM8654Y$*{Bt1nZ(<8H=dE+Y~*I=OZ3UOe09ZmSkHDp4Z|{KqlW zl;ST%jfy>BeWjTic9(Jhm2wa$JUB-QK9ol|?%Z3{sE&}bGdp~=L9_}dg~a9W_oz+! zvKBegoY74X9S7FKlTr&iOb6BTEvHMc5GP~Cp`k>~)q6B030-DN$loh9)Ne$)f@9Ro zmh?{KiTI$lfU9Z_mZjXmhOQLY0cJcyZ}O(U$`o0ztT-JQMj$lO8#fdR(F_aYN4W+s zx37)6!78?Z!cg_?&WClO_0VqLh;wlebDWqn0GF^j9TyzbC(moi&BpA?js-fC#)1bF z6Mmi)8cGFb6<@B&Uf77Ty54?Nm@xQ~X>Lws2`}(|ZVm*#S#MY8dN`NpyLza`gRR%8 z@AJp|LZl$2>?u#?JAp-2!Y?}|*i9!wuKcOFQi-o~!Sxb7==~{y#R8BpxkD!SD)jc5 z&a5&6_ww^++^Ca2&*zvmI872wH;bk?VKjTI1Q<16J%wHq2XEpR7!o~|A@p*lb2HjwhjU87N)07uu@IvWlaFwcS`hl@nBdM@4KZBos_?I zrmtnXGJautLAlZ$t}M>oFYZ3y%D?yT~FqwH6^v&L&# zkB0iZl}z%YP_WK3-GVEM1Jj}9Qg0BnpEZ1gZgmOgCwQ}iv>GD%d8PdTiaOFAO;&8s z{2^U&5XRHJ&+Mn3e@$n8Q}pFW-6cB#|D+r=!1u5XjPUL7n2U4&0`GIGcd*X=Gr!(p zqYvC5LGX!r)M?STsOw&dzW1qn5z?2Oe>?K#qdU=l>BI2`by*W{8Ek9iwlWZxn1V82 z4>RyUpgysB?(-*r%linYM*urO#J_d%kQQ8U)6XRzB+KZA{PbF5UJ}4{_t}-HzI%(_ zS&%nLUJ#J{-vz^%E4ryw3IP~T1t?z|szrlXXblm_;;nZVYC~d7CE$g!Z)LZ#MFktl zjj^S!yH$5`0Xbyaqnqd-=$AY{faTSTNzZzDZD#1M$WinXWiB3lzI>j3i0ygssptrN zuEo&^f>PY$dXc^D239igZIIQ}olbVw1L{Z0!$R6{++`&Qp#+|)BuS`NVd$b}_Va;0X1J4BkT9vL&EB&XaOQ`UH7W(%A1&m-kC1xE5zjL2ln>;`F3*uq7(!2Hq{g! z-p`Fzlm%eHj}h3d_*H@(lys^9-nQk?tUMzrI@%aVMQc>MZ`pUcN`|fmT(?gEL@j!Y zvMY;G#?+B_*vd{I8MfRrJ{%*?)6s}5%DX*B!#^a#MpFS&w;}RBHd!G#H(=nN zHGM^Xwqd*3CerI-gh|UaTD3;oM~h7xi$ZD zBMmC0n{0v45N}hXjVN5-rlCzx)_~vdf4JKA&$_|BAK@d!GWH6C_4QBG>;sGZ&&k=J z=eLBi$vro9Br6LA3cB_67K9S7M5`_WSt*?QCNz?ee$-$0v=Dtc#V6YPen&$WJvbnV zbqV_``%5kWDqJHCdClkumT0|9rtI~&LnHhXFOml9F;QIsJmV`|j8=Z^NwfV&9P%gX zR4wE}qUy3;CqfvpX_0VMgyNnEnF%X@9KWM!|434d2kDQMH*BT)$rZrYrze_~^+-2t zSqC}d10i};9IdpD7R}Kk($3|*1MNC(A|y{~1{n`@<&fbgSEg4m!|(Bs9GR<%4HZ%f zosbJe=fO!X>+yxfy%oqvR3TSqr97Z`2*e{+RPhExgr> z_fMhjl;|d&zFNBZ)q3XlX2ZK2nt#kbww!D(<4!kF9jRLjy;b_8s+-~GevEVB)Q4wz~{M=F_a1vUQ?2Zp^81E`3VSc*m4Sz>+cXjEZ zu156G)BF8~1NQ4}A|A#fOiWL(A!EMqVu_h3DSOg$X`mQG0@7>!mC8@_9Go^ZM4M@V9r_ zYtgCC)ee%*v#p^w*glKoun4D4w+y;yMRU$(J6DQfJEd(UmGfe7T1Yh?qWeEB^Gx0cfhCX@#XmRz=E z@2~ZG#_v8h+FmdZ!7!aodJNtdY+KX5Un896E8SAB#yvJ?s_$;X@gf*n$^}L*`G&b#v zbi%r5zPQaceNYBe+SfY!BdZTqP^Y=H@#<&YDj_Y7R<{K3)L21#@ zcX+AX4h*3IX>Qg{Zs-|tePal#3{ldMDA2-El)MU5MZ4rw%^Bwal)5N>1xwIIj)1la zMwf%f-ZXuLL{WY(3XPrTW|QD#^{Aaj?%fdcp;53mITCetH>{%0jk*(%LG2D-T-fLo zufT^c(i>dEP|%JM)qitYwVy= zfmq0iq-NE`s$X3s`kHhI;be-W&$dyOmUnFAk)Tx8hBD_BkD!fyDii@xhwD>V4qCM! z3}sS>FXk^uASCxEiF!z>5k+>3DQ!hyIB_lclo|2GB~c;=$v*e)G1F!Z3pL?HkBUWn zb(4kWo7F|~63;?d97KAo)f-T0 ztvtjPuC<_~oN}u91^X;SETl=_TB*3`L(mHB_}uA>;zxd2dYiu%>^|+@DKPo6 zv3TeGbJ~H&Cz`|jc||FCywmGX6r`j`{GV@nBz~FOq{5c=`*7xjZ zd1sC^8#FBOFm;2St45%`N~5|NpD_y2AA+*&a^!$e5^k7K8XNMlbgy3#aP7!+HBp5RaBF%OVat`q?nrX|wkZGcIz;4<2^aDI9K$I|Ej|=hl@!U1 zYRpSwH*MNXfPxlH3BEAlBuP#)9lyC8A|z44tr)mAH5|!{4VFS}K)z&%(i#TT%+IM6 zhA-s@#*)dqy zOQtMK?TZe&0Gbrew$v=z3_`4x-O3jP5sHWiCZb8J!k1F-asa6@6wCK z6NKVRjZUcGF5CeCF4jctfOo`R!9+z}i5iNH;Rymb(|w5Sm&TL541ARt@7ne=4>r;k z30Y_&TzGap+1o+RW_z&C;N;eM5Z^H=>szgRZ`U@hu+qE?L#zO+<%JdTdt;Wt4JyZe zVla{B^(+#WGSEgY^h%e1((q0YO70IS6u~&ufF-1tiZb7ul3VJlfDa|$oW#gO>fN#p zxk9DOB;)n;EqWw@^nDo%hCPERE#noR!)2x76C;?k+ZGkfp~DkI)#wXDo~s$7JWTzX z;JlLkPS-{9<mRWWxmjEtJg?Tu;s$u#O z_CSPox3VwT{q-zW$y4sNsYKZtD$xYDfC%zXr8c5?Gy6z1NPsAMjMAPm*5F~rW34}R zC1V2x(Y5F29(s8Ph?4Bp1t z64d};03)~xfDKUOt=CxU3o&6afK~MVrWnMGlGyq-AUMiIylb4|Rqq9oNwf{BOtcp7bu7ziRk3Lj`oG zRb>k{=bE0bw1i;C;x1mQ^NTX0eo_P$+f3tj9~1QC8pKsKlZJEwBmzTL1h4A1YawF> zH_giQ{3k_gF?CSv=Z^#!bs(#}YM3O42|iMIz*2>T`kMD|AkwF7>2&+`Z}S(cM>njd zWb-3Tm_Vxs9V$>rgQcFLbb@MyKwBy`n4oY%g3fic~L`{N#y<*4Qk<$7Ok{D1@-&i$><9--x?hc>|CFrC@6pelH zl%js_I9QN#YB<7BoNTn#`j(&*p`{&=u>>5c!LU`dWA2m2t5pIoQws%x4D{_B1jW>R zif_tio-f!O(U2k!UNhgDxa77o(L8UwA5Mf(#@Jjo};}suCpJ zudyI-`UYQ#P2ltcr_2ZwLCd0fH`Z7kI&o*+k>xo0l13M?m*e>(AhaGV<}=fZ*v=D7 zStuloh2XsPQ=L$X8}+S)0HV|~)VDs@ag?$(#a4OH0XVm*bV6|~l2p<3nek%cvf@A?*>n6aMT@+vTVFX!#9E z3~Txs^hGpZUG8q9D&X^l*rE5taA2O~lleJ+K zB5f@AQGH7Hi?)JrgB?kBBFo(HciU@|FYuF(ZUdw5_FE?6y1-NnG*X24FBg+=RSO`w1T?-t%`o*T6W*y(p;~7PQ z9~V76{>)F^We=>*J#mLma=;e1yrTuLy(XUf6>V`XNr$6Z&e7^~yL~vS4L!R{Yu?OT z7I{opDMX7mS}s>P8-aMQ+Us3t$m3kH_h-lxwdegOeXrK%ltB;u4o7B3zEs#qt(LhN z5SF{{y=XauL|NqkbU&u}_v>w^?<0qwd;v2hI|CK6h`w)5H*u2-18{cJ&z4^wrD12g zTw244AJyn{M+aD&y70GGQ-+;;%49kkQ1U$wJ6oj#XrrC0zaQ<&e^_DxwlstdSC=U( zn%9q8E1wDZ*sgpZQ3KJiCdKNgAVKpv@;v0P+w}JBhn>yOvkG?NIw}sR5dwL;`6QDh zliF|k7l6fgeaUyoOS5l(o=%>J#Phk7&IH$@n95m&$)@Ml3uMlW*xHvG+zq*3Up(eC zlq20g!V6CHh8CUe$20X5FVYr*=;u$K0p~B9LR~U&asE;^JYdPW@4Y^~s*UKK3j1BZ zu2jD+-;fIi9hg_~mU0Lli~eP3|4 zO_TULI&sU<7C!0@En7OW5;0%&ws&xeTAy%j)`#HNI~_IRb4U6~_an0gYIhsbbut?9 zL$cHDJf6GVl?Gi9$qw&dzoygs8SO=~m+0TC`Z-IczNxeBx!=wU0957a{`hg-Cwt{y z4b=q!C0gxA;lDV{0L;=&SI>`oZyE=?T0c@wI?{AgJ%e(Ho8{;ym-}G znM|gfe572Zx3AcWB^1Vse@#|eAPyKUEkwF9b6!La4dVD&@p=f2LgB}v0b58&dkN4c z#DXA1jCNmrVxYfviHVYH&0I!@)xCb(b?VGdgyL79i-Lat+<=qdEqn8iTW6%{>2?RO zgSkA7{3uiUbOe$4+%g@J^faE4+)N7_gPd@AyXV{hBu)n`^DADOU@TU~4~*KZ>EL7D zVCUY+B!~m-FPgrL8aT6e7`0mk@g%b^G)E-i?g|ibRVsr7F7SIf0%A8DEJTrtgd8he z0wnfnPl{;sHYmeKq0FrnK4qhIyYRM^QtFjLvu3%-3lvF1+zhU6t_e8<2S=wsuQ{+m zp|W#lxrur(f`D{Qx4DDZ*2Vlm*f6zHUpG?nK1=|tC84(gz+;MO61Pp|J5|sTMbrE` zI;bRe1xY_^^L>7fmiGh!x)E9gEySljb`t%DP0z{jr+)s%M`yN>`g8s}LvIpxI9+?Y zoaB+B!3BdJ?;1!lt^SSTFK#qNONGFapK^zr#D%xz#~>yrZZt(aM^wr3WW1i@MjA>t z$Y(k7@A$iaHnJ*quhrSVzvp@C?Y)c^*3tbB*0H}IFUeqp=O0J_>*pGLR@Ta7W3M*yi4Y^UE+RrP9SI4)iXVLvDHOrlYhz6~%?1K-%Z> zhC$5w#~pFIwMJPHya{;Sq(yXF-z5OKAZUuDX$uYBt~uHFyhr#psS9BG_C+7m`s_~s zKJFzU0X%Coj$~rq`!>aqyoi7bHSTDR;$c>jcM^zudG(s!BwJF-s+})yr3Ob>h=UA6 zt+ubJpaWT`WTsZYU|c>u{;S_B!((4O%eJG?cQ*0^ujgj`SMr4u%a3srs$6?;4h+aP z7uF;9v(l(sE#iRagq6xD>jm~I4NR2*KRBVZSM+fM6UT0F%FZma`JYF&ylSA&fG4Wqt1LI8cx*>i- ztLy2q5A@&ezAtime{o?{6HksFSU`*yz?-hve{wVi*p*SWW7nd}2eVQJX$VGR3 z-BXBYx%dw>^Bk_aR>xcl3b0>3qQlRnpAorcXMKE^M?JyNx+Bak3PG?dGpMq=tzg$@8O%axCbgzvOi|QuVIm>E`GQ1(dQw@c zFO?Y6d6GQz(Y+|%k#a4HUoeGwl25r(dg4h@8Z^9jrjO|4zMzrxi6_Vg9=z|_11+~_UVX+1wfPsP zh%6oH+dm{?LFWe#H6waOR5BZyLi774oGt30Fx;`JH^eln-B;xhKtzT@24?9_&o7}+G>EGKwx$}s+ zU2iw(7oKOfn;4qAB@F~;=+jM4DctW086S-3uyq4$w8PiMZD=u(^IqE9Sfo7^hkW?9 zI@6;uCZM=h>lc)FeRqi*yS!-7hvKB(o@?d4WQn_8f=jUSQ*aVpJ<2njzppv!D^Pdy z1~q}%qQ~QP+G+_;|nsY|ns?~GYL9FSs zP(`8_wZ)FfM972(o{jgdtm@-VKTD^&eBHYk#2U;d?b%d+fb?z0qG>-T6@JAl$RD+E z_KoE=3YJEn(TV|OJYrO0?>;4VO&w+4{;tLJ|1?bS4{;~vp~kGhnMpYscoOFaFui}e z=Lgkmygq8of=PxZoUJH6T}f@lxv6MEGVU{>a0^9JLZmM(<%6YiG<*-x7!+@m zN;QZ+tXM>xkQShMi8UdSpYRt3n8c7K1iFwcc;sI}x?aU@{WwO^XkUyq$`Y!=EhSS_ zmKbLcfJthgHk~Dni)kEGIDg0dUI{PF$e9v1nVqs0H!{T(4=@53L6Z}x6$E5O0aj5!Rtx&65B$0A zlJ8x1!*_n)_}8Q1U(1>L@{R1@%Nxnn2-)Q(@3^t+9|dRDud9X;8mZg$K%9|+UoUZu zNv#ykF2=w4MnEizCm`9Q;{Dj@mjX2cvg1}}`I^auh9Rc0;3kYO$x~<~s8zl9!rcp2 zHpJPx#cs=}VW*&oucehE8GBGkUtcGgs?)k)qCpB8`tsmWK71<9Ihu=n1d zy8_0hGBNu9K5y=~+5E99XQp~x?_z-~=1M~Hz$d?=uI}aHa)Ax)+TDAX{0h91wh8)P zu~#~@|2>XsHKWS&zv_yP%~PlJ=OS{m=F@pxiYo}!M73B`gJ7q+XFk0qkPx||t)%@^ z>;FFdfK^rGPim(zYP^+9@uM64Z+yl?doO>|pF5aGK0An+n}Q9feb6A%V}rOGX0xv- zDJ=n0gHfct8q+$*;ZT!HXqGD=>eih1&&~B>q!qt3zdya2zCudd>o_qo9C0_!Ly%tF z*jE(OTpu_fJCI41558TVFD`QQ6|Hn@g_+b`=Xp18bMxHsy=__l4(NVIEKLsk9Df-6 zX+PQ6uk8v0l0!K00NRr~2QSS(d1l~)>q8~=+5mS5$|?Rl$Q*qb6J(;^HvWmu;751W^KDOE(K=H;d^o_Lf)%kN zEI{-fnzL^?SiTiwGymd(3G6tV#RafM*>0;!uu6G+8OcG)o--sF_>^D2*|1M+fztXF z#K)`)la`?zR-Q2&^cRygLUAVL5Wbo>79*@DaBPGNP`Lz zH6`+LS@B8?DcbqlZ-=HTb1Mz|t(_RY>%UYD48oM=V6fnmP$&ReY$uagAqZ$^407~- z?oSrH?vL875RfVv`8J)h#|1g+_sRkC`JlzHbpx z9BQY&*`DIxlIW9r9yI|_OxYH851ODtP!03R4Oe{C%QlaIAR%qH15847_~~3=D#>O# z01+pdr>4+klI`|8@=C?+T6vEYC4zJ>uoJ_(r3<{U-GnIoVN9FJH*TYG+$H+U8q4q_ z9lK=(z)tlguA{=>AbSn`>fM|Fd<20gMLLm z2gdOyy-gw4-Vm2oX*}mk!rxyr^Lko8i|v)X67NK|u~5Bixl@IDBdkojY)}_Q*4lh# za5!DaYb#&tU<`}KePsr`G9G+ zizX*Q;{dR!5#<6Njd~Q29172GQf&yFPM6eh!deX1pBBLt6(zkj_W5JO(5kj^JrKhv8&rr-X?`Mr zk$Xdrcsty^zvg1{XB^u{rb7z6_SX}7e+0&#@(@mGStp&P+*XBLF)er^?;)>3%@c?x4rKYVabd?WuXiVvoaT zF0QDfO0rm_J1@RsJk`XPksu`0#6nt85-N(nRkGN-qZUj;rKhiouz)lc3H0!V$TO*4 zNbN3Bmg>j4Gvcf=$O-`Z7H+yK5?_Z9YD)5}l@=*Lj+i8_>@AIag>EBx6Nrvq3bpf* zPaK3i+fBeGV9L+TghKsklZ&9!?iAe9ZIRe|a48g*Pl+ghF1;MxdAgLsRmp|aXu3k- z@37~4Vs>0XjK6$ohg%bM+{@2G>pL`LfHreXJT8C+C`zG~dN$$*v0InIU8D@O&-FML z7#XKabT5-6jKn)3^Q`O6D>;MzgvKk`+2S#MdA-3|Pghfdx2erilt`J&BorKg2JBEp zb3rug+(;@4y`L9|J1*f;6MM-`buRrc@A5|DFI7Nhwzl3~gckM7zVS{Ez~Mni&iM=%Xk{ z%<}m%TZE^LXs5qQazeAYofLX4c$T`+9JCh!{>szl!jfhZQ%Lo#Lw^ zrLa{Q0e498g#_6alM)Ot-jy_K-ShB5fs(e|Ac|y|1#qD02{tmB^(UZZk{lmO@0`&g z#mItsz;&Cp7>#wCnvi%0=_QkP<>0K(+M|Wf->lWwaWBjA>IML>a*~*WqC_!xE&;Of6^J(Y9r6N2Fw?QzE5*MqnR`J~fH5UYg!6 zdM}wnlu{8#@!Doc=GU=*f{TY0aKcvBM((}2VP&L!XHyz4J zxIt|YLcj*Gr=#Q3`06|Btwew zlmoQtpHSuVkPcLQiBOGRl_#~4X~6_ioT+Mw&0bF4@dU*45u}KA+2-iAltU!#becI* z4oG3yjqROrlmq@4IJAR=WqmK< z37kJK75vQx&lU4(dd3f8-(2pvCzk2TJeZJLPHf1#zruu-!%AmYe3ckCC2izc30cfP z&dbTr3buu^%W`P$nG{i$AcM>h8GfW-J9()YkXZi3(kU5#LMxfPzjc!FDZBsXgQ6b7 z3pPYtx}hwxB)lKF@zidEN&wu%&bIfI8Xm7ycg=bFSP9LD$J5R#djb@V6~d4yeSiL1 z*&vnjmK%P~27oBk1ZrAVTlFaAu_f%CfFIN)6k5_%~S54dW$(Tc6QLcklVVjB-&gpGzqR}n$tP>4_m z+Ik-e1SKHC4@I4kj!-l4~09sx9goKVUvo0Lz7aNQr4@<5e$yQw~?B2 z#5Esb6Rc(g-uO|AYj9B|J04=_e!L~cf!P|Ev0|P_SGO4{O2FdOyIsQ^EyxbG6 zsFMZzz$XH-Vh%=d02HC-Tm;8>3e~wxkQ@J!3ZxXE#wKAa#7_G#2@c!vSsmeu&Yac4eAw64^npx?(gTo$a8uzO4l! zKQ4krv;-GViKK*3aE+(Eq$Pho`go$gdg5I<_)*^U5s0E0G~1zS^psABWovlKuip&< z`ThGwKz4SBnK4Mm#qx?=3xQmvHI!oE)gPiNNsI7kGw|nkPY12oQ-W2ORMiCP@RxTD zC|oi(MJc#Rihi8@_M*>4X3*`bqHT}SiztK>wpM)BGqTwAP1X6P*A*22?B1NJZ zjs*dauROqq>VnpF{kq`cvE5)kZKz6;XAq#;!M3l}o6%??X^26c<7ok?KP+QCibCvq zJ#xFQcQg{^x-9|D?xjoR2}4qCfzVf!J_k_5w7R4F9c6pzFfvIRdBeU1JbFjDNlEX$ z7F1!FmDNB0iLHy?%*d-c9cPJrR&$@w#h`w!MDYv?s&NIrkvTpN3t4^>E(bq@SA(kG zR`uQ4TdxsKd0JpNB2y6768dP>#u=Ck=h++R!J9_8Mv*mQ-O8-q{>BRqEIv;Zs-?l7 zfV%lrVIVLEaicwOd~h<%ue{IJ>N)-!iq!LJR&$8O@M5 ziGr&tdXzp5oZqSFQaF8LDhH%^&h!xlEP4~JYbTlkGjagf3=b0X3*JS7sU(Ag(mpcq z8*^3V*&9e^t!Wd5;WT~Bf*@>Kq~Tm&6U&`%5e%D*C@+Aufd(`6f+laUsqlhSZU zyf=*%3UKXMWrk^oH_E<8(T^cc1U3hwBvIR$4iKv943i2zr+fsd!pM;AnVbO~5o`Dd=jz8BUTMzit~*3VNUaSomAkFF)K zX1^E73$Y*169HI?YETHWVboF(NHdosnA$_4nJ2?(CivVhu)@EHR+tR>*Vo4FhK89v zEbR*X2+*H<9$!=+JCF=0bK)U;K+|Nv&!4-8Kp^$u)d93%wi3eAJSiy&&?LmzT9J{> zLCY`{k9G_Lv3gVF3yr~Qmbc^7peIFftOVD%Nl zt8qgs{1Y{-zZynFjVQRC`KId=i8Hb#j;uv-0|BM%+E`DbAu0{gZqjlo5^bp;e~ZI* z(riot@Z@RF+X_)SS7kW-n&|KUulhJ9fiBHF^Zm~9D(-TGxi%9BZWrV6;6NcwioF%x zYKJJ$QV>EqH4344sN)j(Y-_g?ni3R1%PVMU?w4Q@FBIom@2k-b&V~L$&OImrHCR>suZ@we>HeQ^hUl#seRB z%WR>d@{sd2lPn(Mi9p$JKq_5%o{Wp7r42c(^m z&#mCby52gpUFXOH*z$hlO!DntUwS=AqK5-pPdho}uLpW7yOk4ADqj_|jb8fDBjG^0+^>a@os6%$scG6T>C1T-gVDVcskgH1F{no3pDcAZAgQKy7M^tKY>z;(-a^c3Bh^AS## z5=kRH$OSAyqF(d;FAb-o0YK=@Pvg95=2pRMt`31qTSPNd*4|n_dMRbaRm^4R1<|~c z`o2TBF$pO_-oymi)d(rqqJ#@iA?cdW5rk|^`$1*gC5ZuGcj{8zT_jgzLS3()$iB^# zygg>lX*V7ZEX9~*KhkQHL=VSBaZ2^}2XXj|WP#EHHt*C?+}M!z zx#u;p6yJa$=@N86jtP-WA{PQvZYCU`4~Ow`RL`XWb8f}2XDbZI)+={%LhU{9uV60n!rtQQOL$zLL`XErTnw_@;|gTgdz~n28#TtAPr;; zDNs@{@?RoT1K^fc#8()kbuScZWWta({Yn8%N5WaTa#pT_cTL$rbw3gZpw%uG;Vn*E zxy87z!Z|T@gd}Z+*In)#ush7W#)aUt!dxR*ZVTNDkvn5r#@v*->ML{)pA`$r8~tcX zYka-~nD03`CLL5C$h|-Bf;Y3Bs&Bxe1Jh?^=!qWCT6+p30#5=BkcuQjpelxOKq6!o z1>zufk`=_N2$lzBU@gR?n_!itScH(kdnTc$LUeL%SdZ@wk$P-*0#~C{iV%`J3p1kt z$6hUa%-sgnhTx+kE+e^TZ@+er-saxoE~O?@2+_M?UBO0euyd?JFErT5{c_QZ@7@uX zsGLQZGjjAWA5ukj_NWAX>D3z|tN9Hc-KXhhR;6MZ2War9v*(em_RMtI*8wh$?5 z-aA}TV9|)8TFN4^JxZW{!15sXHC~8$QM@UBeJ;Sb)v}VA&ABphd|J!2h2kHnZIL`B zFACa=(jpczK(2PY)j}d&f03Y!iGni-6(eABiZVRr?)-YxheT}|y@K*Dq6`Q*)2epS z2m7B8o4H&+XuDHdH#OZ|Xf0LCU1VL_U&KeHHlwqgtxujGDk=ZXYDrhh49vVCYd|>)IW}aS2%Sxr>Eicd9*c%?kk=u;LB9lv0pEtR zjDtXku^Hn-L;IdK!w8H=g9FgKC?S8|8<>)nX(0J3(NM%SO5n)DhOa9rbk?b6lhk)j z0al`T*eU~6@6u^Ms;WUSM3n!$xJF1A5|bFREUg$7yeB1n=B=TQ`w!;TXx=ik*h53_ zUb0GG&PS>%L%H$s0?LYtPZ98%IA!YnD~uT>i%Tb{M^sxW9vbLjIK_RRb*BKK_+~Jl+%+IiP@9+Zy&< zYdGb>pw?ErULD&78%mau?hJe<$nfWN`k5Y=`r%`wM-k8Q%Dv^omRG?08wP5I;q)G^~gWu4@G-FEYe= z-f}>0oh*9WYOv1XI7Re8giLkH&T$zikoUNAY&rDYD%KK|ZY}QIy@2&yqZlV*@4guL zN1U1ruPqf=MnB>X7hvH%MsKjpjctGcO)i8=H%|XelVF&H+)gvQ?j@+TC$)wh1Ny?O z(OR4u#Y9C8C@$5V) zZ0z_X83w}U;{6%8o=&A?DScIY>osYM=20AD%y8%M(f>ZUoQVoLyBd(}aSV9id zN=5UXGQ8wT&$u^WWXM}5$X?y2b)_ik&2d%@sy?-&Y|S$U<(mR;DHRV&I46y&O)v~j z6>z}pWROXfn{f z93=-qe|lnHH7Y{5+r~KtMCD%Gj>I7l2;83xGSrft(%Ff8rnsCy4Hsm|Xt%V3F%#pI zBTdn!nC+et6<5&mDtJ->M_e?D!mUA}J!&pea18G_kn(=N;2$~hCIoPVuKOGEtvi{4 zFz|QWs&3|3sjUnyeag|#?i%pAcZz4i@4Mmjd3VSz;RRBTWU_}uj4eS9a9b!?k8A4; zdCTvXag7~X7&pSRNiI}*4+d@T?({H=xU*9U_RgyCI&9A}gise1ATM*BCyv@~pUMM! z?N+JW7%Do+{wLh;dI>j}y9>2B=|@Zp&|&oyK9PFstn} zImbVv!^S^jHJ}BQyTq~AFqCU>#JMvec`hB$^w&vAg&t@kK@?ApMMMQv{Pc?pD;`=n zM+B77(4uDEpv+Zjb)Z`$Oj9%H0K1EtlX2w160Qw1&Lg9@Np@qTY$F%$+wgu$b$&|; z;|{Q5xA8cS?>%GeurcRsa_c+ZCN~x5hH{Wa%^bt|DJ)6Ajr#muP=P^*JhtZV{A?5W z690IE{6L9GoZ^Wbk~_gqcvP-;ftSOvY)f-gWg?%!D}xg^&I5EdP$6~UT6 zCRdVbHhBGjt0$PK-jat_dT6Qece~q+!(Au|+X0dC_E^dP`+xqg|L6ZED9P3F-wQ4I zf^yuu_%Em4V9f}!k}Ie;$Dt(z9<8E!bNx=T_B-o;JDKK<4XQNH>lmQcUgDZ4`{Iv) z;N|{)OJ1~yRMYt)g&FV{<$f{CT4i`Uu20SVyGT zy~AU6ir8J_o1CcQ0S|%q$DI@Dw{Jdn+9)hoAxbpJo5`Pde&B7&$&{499Z0jukKf07 zdp#~-8?6&zG^2*+a4}cg+?WTKWVhWtXCD>?ml^BZN{&k8qt^f05>4+f1iigwMCCcj zRa`>IQgO}#FBy^uHOxFmIA=zum`id`@igMxFd|aBLb=M(*<>yL=vC>f%(@S|_V?=Q zP#U)b+$*v}*Zxbve9)9v#fi_UU6LS9@g|wvA9u{`z6%#xTr&bP&vMO|)Pe`pg(8=N zp70VMoWNX`EKDG748FC3Je5(#ePO^6>5W;WY(!3;;|t8MGz3SSl!BJ;+TZ#^iS>zl zgT10Rq%?HC>%>(auvwqT(-a~ie@=1dE8Ou1e@s6=!8v||%h%Cw zFU-f@^7w=*$&G^8Mk(>@_eF081n19{m-e~u(w~EamcB)$f9a@RaM3HZm^&crqPz)i zpbBpD<}1O_z4EP1x_~lN1IZ(I#2bomFU$I&(fzV zT!OH_r3X!fC)IH}oTIBaHu9@IvD+vzPgk0&;zP0P(NN4d7a$C+rM_09Ela zbn)i*Q^oF%XhfKadVQCAg{oRpqz`>C8@z(Tnd6quc8cu@clTID%}Hs~pXHrY#Qf3+ zWN$T;UuZ^SJkV@`a*;=ew}c}HR0T4dh`~LC8lz5aXs?QXhN1amTvc28M7O4@SjtHG ztS6p{D6u{O={hAaPh0iCT{>C?`1L0Egpe- zSLGt-6teS)BGdgw)Li}q?YO9}Q7Tk~YEiDz_onQoi*ogpoGsOhnAS$e#zC#=<5pBT z;g+EFdrEndh2oxYdr07APeU`NKFs7eLc$wTNfk%jCjGEfsiG>S=pd$Dj^1;C)=E`n zJNJxPTG#6VE{`hY4nwKp0O@4fS+l$*OS@-0s7d*Q;)}X zx{68P1nu!5#?1&xb-efLDZcMm;BaMG1TE$olmzpOY5^&A z;iv11Edantby3-g-0V`Knlz=twf1`weXDff13k;!QjTy#Lo}ik!=|c5!|#EH*wjDE zii0lFsa~oMk8Fwx^V9R52drhPuHcB8IUfuu1?)1OLZWMsjPB_aAH$-gZ4iM&oU{8^ ziQ}*Ma4;otmdDvJPXe&Q!R}vr%V|u;TP`HQk(WHEVp~RlD;C`}byD!bL34GSOWm-u zjT|F+*x*tgj>L$JG_LC7TeBRMeC|dW6%#H!c^`XZbbQHfF=$dvYI6q?t#2U-t0r8U zM?@*;t&`Pn3DBlmBRm_u>J533Zv}2Tmy+NO;#19|0 zSq2fqw!p3Gc)M-vgDgFCyw>!1WFcW@Z*^2RcFY5Nt73ZW*?BppLP@37JIhhO&}khu^y=Uny0-}k_`jV;|_(*xaJqd&0JQ5pC>7N=8p^6 zp3Dj?Uqwa7K5TArdZkIFw|Ydp;!)2ohY=6PG8mm}B9f%^GCgkARhK2-JiPy6e%2DZ zcjH7VWk|>BozKy6!EvX@LuP9TEFq)DE6`gQ;&~$5Qp3V4ihRp;25h!a>BNVG19wlw zS9aLEcv04Wi?eHWq_ChwmsFk4C1RT~$}_^2KTfm&w;ny3V)Jgh#@*~KIjeqHm}Ts} zK@`rrw`0*G`5ou;iNx9jacUe8)_;@Ab{0SI8}%+UOgBmFwi4kBb5ethF$317{n&U4<3KEMa1IJXdkPo9mt}kyNATv+W=cbSSd& zpAULZSszaF@N9}C?$6w2_J$JorW5tDzVJhsD9Qa765+9`73DeIx$Ex{zpmRoCY7;u zK^?zuOwR{{g1KE1ndIqbNdpXN)#x7fhkpfnUe~|<$g-%BZHxIrKU~zPwx61F^lpW+ z_lX65dN^?Dy$2}IX{w)%ech1U=kuK$?0EimyCYUQA2$Xt>>NJA0l7BG7njY-9=BTp z5?p?;$b?=eDOC1yktH@DR)UpG^PW!32R0{;4Fe>6? z6RPH^Km~G9CRe+v36DpGP|$$f+QVDMJdGAXs>VFYmCGQ6zvYS^!^B%Nkm^X|NlzxO z2drPf_AzDUdWp?}?qtM{VI2Aok;hG@Fb1gTMTvOAQzzd0DHqd6pw8t7G6tSj0T{Nh z(=l?mn?}QErR2DYX@I+@;7y!NHazIbWyQZd32P2=IAzTrccX54Kc)H%K9o|n@QHCs z8^+(sX!C$va1-Pg&69kV9Uj5SXSI0)Z>n7a)r0OTDc)8oslIz#rTkwP|C?Gmrm~ZR zX7el#bofl_zMcW>6o%ECY8ni>vl`Y;l{33EcuyXqbS zDetN}r%L%##RF0Tm3M5ELgmr}B~dM%$%9s(Bc|>%+EbX!T@!cubfB3N_aTOU!PePIKrvx^vWkhlxBz64TI{-3Ig{uKEj? z;k2I0w-hdhc(shP6nRddkW`ie)p-40VQm7@zA;WtVRcZ0D&HFK?qa83P>NeX;nhr3 z=9{WeMOasWLAa7(mbMFCWvkPu9&Rrl-vNXXvO)J?2Eq>aQc4RG1*f;e-w+JfMiYb?4g=0Q61Cw|4{n6)3WGAl2#iOu&gdq#d9q zU?PVJ;0c{3Joz>s@&-(fx)J#a-~Zj$DwD@^PW=Vvy!ZQ=Kj`$%E(I)KHppvj%0PF- zRQv-vZ4@i!x6!K>%s^IC9faRL==i7aLc=N!6BOC>_Lrf~%xT0MX4G^}j-`$uZ_r~z zWBGDo2OP0dBorL6QB)B(8L@gYxh>)EIN%k|#v!bD+b00fnJ-8Ud#kf^$d~&=cY`OI z#`z(~ws^pDf!58y!3l8x=Q+`V(evMi0Rt>&cNhE|Mr#4UT>S}4aVN}QyQfz{+)s5u zQu9P|I<>zs?5JP%m0|;n*V=W%oR%2$0*DH-@~;jnw^~ZN1p^VJpeDT=fGb2YXqUbM zTqWIlo$zOrH*E~=E za3SLh@-BzdVw0;mW9>e1Kn=!N@)yCf+Cf=<=^QGIw|4)2Ct$I|#P(T#oR=u%me4#d3Jo*{7qH zVay)g3s0Hr$CSm#z|p<%54j`8=D?P3XV$$ePdrUcAOJS+CJ1&l1MBQrG*AcDoeOnTQ1~m-LE$ov1`1Dx z^iOAJ4PaGJ8-){-lTq@W}0GLkMZDp#I5-2+N_~@(1+Q|RT^C@m{ zIKzNO*8M@%J&yt81~Lb zTUPx00}5rQha;;@aHKY~`x*bsMhzc2_=2bR>_<=EgU69GsO?y?zmt^FX zWl$NNJ?Zk_N_)#6usdwZ#nH$Uh2`?%4Ue~+o!%L#xtlsHq$o=b74n1 z$~nR8>E96FY@a_KA5boK=rF}1 z^tSi>o|elT61oal71ubt^O~X4bHi_=Kk0_rG@Ov@8{Rd)%a5h+Y3CO-$4_YaLS*hA z8_MGgc-PeGwAbc5bU42)zECKS`v%rq+Sgu7_sJsa$V&(K&!|em@wX&3WFhw$thg!; zBe>#RzVOhap$d_6Wi}vbxHch8yxEhje5jW+Wb+14L=JA<2aMiT#6;^h;DUq%?trmJ zE*24o!<`MWr=KfbG8GzETrD)?cXRAGDjD9x7Q$JMB!#aim-8hJEqv1$ev z$YVXJLj|`gS4>NrKt=eJ5PC}!=xX)J9kZzcP&MJftX_E|ROIS|JI=9`HZ*&F@SGMw z3Bs(nh42!74FF2v$xSIp38=#L+O#~emhnA(6&!eioXh0#1b}v`5-n7AxrW}svO@-9 z2Q1PCie?pCU@4^&9)obo*jfY(qpGU3cDe2k8bb()mI204Njn#1cC-~?nu{2-RUxV< zU8MM1niG?6CWxx8)NY>$9x9hDkBJ5l?8Ju9*Tf!NchD#>O$4H2NOhG=#e@lST{}7%hlBKo^6O0Sh%2y} zbzL3T9hvL*QAr8Ro`0`TYY{n9x~OU$d21d@>rzj;We;4nPE>qTyibp4)CA6m>(%iD zVRVoJd)~mlq~UoBql?-@2PXMcC8Z+{!{zLV1I3P}m?GAZJeXqG)eSaSo+p2QMeB_}n#V109m__bo0*YsOyfq24_BqdpIX~(pvx20)b8*-EvmoLdyzX8>lgjkofRjChK!M zCFw{qH{e@3_2`bK-cj*BeV5C-JksW3W{|3UrU8B(l^dfMvQseb-1K#uESkhuK)AT1@TD|9IowWEur#zEbc10Z|SSH}jqk3PDj6yXOdVrvZlziu+FtKq+Cbw4$ql^F&y<-JduMJa7r=8a!U!H z#*{n8b}iy2^YPSVF4^OiDj_Q(sYL4me-NMhuq2+umiZ|iaQq~8iaWsFK$_@@^2Ydy zQe=rgsZokOH%Ua_8mz&BaQb4Gc0+Dk>P@Vv?a;S(G^K~;0u`$y*2uCREx$|ZXJ!W? z;1x+k+hV^FvXdkNZv8of2jx>jjmY04sw8GhDs<1mJR&Qt9+Je7wtikStlFi|+W62P zcFFcfSuT)@vNJNR0A1+ow&%4ywbveK2S+QS%JbWvx@&wej=Xjbs9Fl~wIP4>Ncc-Mq&EP4z6S2vi)&;o+NKHZMR>jvvq2rxx1Lo$=3A zF8mugn%g$_mPl~Yd){-(e@u5v1gK}f~lOSDAd@qLVkXzV5Z<~I2B8uz8kmyxNsOxZTf`4V%g@ZcH zPfm1ZeSNP%n^f@UJ$b&6C14L>ZrTW-Fu(>B(gu)p1}#WaRNB& zR#&zTYldh^=jaJ6qUFCnDDuIgF|^MnL{Y}Dk83BMbECS>ts+#ji!KM2Y<;a0&Uu!I z5Xlx(C2#%C{4?W^sAsvvLfoM|_9I!uG7%9brc9FtM8p(Cq}dzz;s$mS;m>7*Z(ZlT zkQ3Nh$u!@u6Yo(@TxZ>0u)6IhJ4C$4-YPjl-y=l5Aq!`Kx{s)&OO^pLPH?B-Jemu3 zVmp2EKCzvI@Lgff&QXGVu$BqG$g+xF{xe{`KwGYZ-`9(WOq;OqOM2_S==VbUsrC*} zqUnM60!ZRSdF~J9x)^}Gv)qow5A7cNogntK-HKohazB>p2FBNeS}FqC^FC;F3F!!(3k(qGfhZ+MP> zz{@9sbN}9*+%pd@{B>~)K%(bm-5;R*A!LeNQ@nxFzV~1HHw8tVU~#Kueb^6FhHU35 zT4Qa0Y@*&(&`X}ZW+zls=-86cLzMQV$bmVUUWEm;8!5t0${Z1ZWeE#u=qP)TO)N=> zKDcX)6EMVhqDDV%vq-q5T<$Ong9TBnT1F@kDZ8j~Cr5xUgyUtnf~n_#_HY73nOMLI zs>t7Uv9rPP2@)k{&=Q#cgo)DlHUunmrGXeAF%LO{g)1=rlV4VJ$~FFRVXCUonAlI? zD18v1)^~zOS+*`>LrQiPzFPNV&YKcy(u3?_0LEU0vo7o2%D$TPRxc?D7MUNM3!zdt zYw0Kt*YVMVogDa#3M5`ayC~3W>8ftr!PYaowM@h{dCnc z`s5;fzjasmg^(+)1AK5dTGs&E`D-^L9QtQYcz0D{T*nSS(9O;Q5hfa?MRylvAtIx; ziY^(gbgF7+jb0I38R@SNl$tQ-8to5aI>D^0aW58|fr-`hR;SpYoSRWEPe+%hsdbV< z>znNCJgS#C;#7P9i-C2-0#8&cT|va+PGoDPkQa3Qn$k;NA|FWPrpl3Xe@=WWom-j{ zjiLCe4Vh9+jpLXDBCR(2@1r&BsH3}$le|g9vh4wAA1BuJC`jhG zZm8>n{47~?u}e#D2o+s)&7Y1`fT$|@I@1dH*$H;t%N!A4>OtPUAPwL|yH+ZMpU7eI z`XDM}#?t%5x*mmi2N2rhn4)aa1+nm`ib#dC%!eX^1<-sLxP4D!sCNo+_K58KDHib0 z7zv)~6za_pjBw*#x7u6KB5&L)?PJt^sK9F(!o%T#2qWkfS=wnqj?EC-P9^?F~xN>r0g86MpYg!MJm8x70nPfttsQl4|rAE-AqAg9s|joqX?dqS)GLM)PU9oMT+uTofWiSZhUxaRr~CvQdo{zgnHQ%RGn^oEZem)0{!&H$Ff#~ydXD1 zcGK{Lo9QZoH@560=xTdTOd6tM#u+Noio(NNgB?CW)zDcnBOKpOwHq$WJT66~zTJ3P zc1G-M3vlU0G+-0-2F>~(MD<6c41H5Kc$UU!JM0nMgs5yiEyEaHxf4FiEIR__<_6Gy zP+3&ApR-jgZXhii%zZ!|DaLOP%?+j{Q!CbqNI42i@6HexWn-Z|f(MGnGhxXYvWBRR z-`!~i;#40>(kRv?cY|t4RfBVg49L32nD&!tf9l+j`>5Z$USgynYv2Q6w2S)IbpvWg6o11S4(c7Tss|Ffu5NfOaSyCi z#HLSAkPn^+TQc=22gz>c;gzTqYHY_)$4Cy~h3p2|l2U0Kp+)f~%!bKV*!|uz7NAk= z$7PWtr^XGirGuY4mk8`tq{6ZvXGWJz?UA%B66E=~@wG?ofQ&p1L(euNEi8%~V^CQdJAmjoDQZC^aVyM=#^JxIu^)1zhk z*V5CE-zUVF`svv<3MeF{$KzLx8S{`$82&!f4rV#Ou3l-05vX#_l3e!R9pRpvzE zp5;`ebtiT5Z9$F(5wXX_rqe<>9VEP5%)fRGg*Ehc*eBXcqpqYeS+j^1~2VgCGHxAFq%ZKC<3` z-F?C_MMT#*e#af$kX^zn)_}5jca{#7k^Is)q-6;djQ9L_23(2`!h9BHP+Nm*m5c7P zovd*X4Kl9{OBr|WsvmtID%Tx`(W>=dF2jd)ib(~{yDHZUwngs5-!_vo1x{s#x%9Y>qMoCC5}+QyPBN}Eowni$6vlq% zX}LmOe8^S{dXqQ?*QS?*TsjX_;op}Fr>uAz1HK#3Bhladp0{vs_1gi z#kiVI2!3M?3t@QN-7|vCYw=O#d4y4WrW86S2A>dt;?_?HKDC;Mc$k8Rx>LbXa9!7f zE@a&|F9Ls~YyIDZG1cK7*~mR2GwQ_P?|T`M2m8d}(^@++T(VLicw8CfjWDMt~}07Ch(?b8J3 z(B#A;e5*VW`1C=Cp*~seMg(DuCj!6m;|zQ(&w4#zgufot!YA70Y~Q~hU*Hpg@3POL zl!%;eC;Xm%j(p)K`hH(ZIC=_lQ~cQbO##SeKB4zSfFK+?{W10Y1n2k-E}vM<{c~S( zwH&Z;)QR5ePJoa5^CA@E!1L$YOZ(h;>7N7>b@*L6!H>7+JB8farMB-4RJl~hdvs#$ z8@m<&TqWjykpvR!gxV8l$`q~thTjF`RzPTM5s|unk37I9)V@(_o*!x7s9XWaX%Rt{ zmwM2F#4baHx*tf-*S5jDnkh2bgf*NXd!kP?_5=MW5HF-ifj2@duEN zC&r#Qrp-7!LH4xxfa1Mwj6KUG6o;xTF&A{YHGW@_s){wF?-O886EqYbbK>h+GtUDm z-ZfpuZputlVXGwvAo;8C)ny~6hWuSsm}?7e>^)%+-M}i$bs~ka3Ukf9go2_kPUt<~ zVN)(Qi$okFTIHt-cmDA{7%uTwWzHb%{*w06ZK73lYw<7D3E3Al+TNR@Trt7ilrsL< zRu$FNQ$|k2KCN)S64U#P4k26In>@vqBnBK0edV9Y&wXC0M2# z{zB9vS_%4M3N?;AJKB%1^PjO@)%NUEjpUUYw2GNrsx!sii5HgNc2Ke(l~4TCi^^v= zz(5I6BmMP(QVe8vYPLB9bAs~Of(?b6cQ{e`tf>$5eD#o6BcS`y)Lw}#@58n(kM>Yr z;3HWn51S)H-gu(&iKP6X{C!+C`Z4)@IdBSh>+`SsbE5M1CvDk5aFmCLhbV1oF{e=d zsC+$J!*aUH;!$ig#0knLbbBnRi?s6Q5MviTN1mAcqe_97n-i4(AU{hMT};*10(4{b z+Mk4j)Z)9<mA6D;9heFZ+LY;LtSh2DHVi*53N-?y@I)#2wVE>H_Z^$9t z7;OEs=ttKROTT!!h<~|gZH47U0$48aK35y4V)4b_><(s2~v^+eUe~Z2u_tayQwkaS7A!HppOa; z!Fn98f^y14a=_p^DpN;v*nYW>5<9v5qa54|QU-Lp{f-$1x3ZyUkC^$1D3z;nA z9BJJA9DgwnF9W^k(-#hd%)9+q!@o(3UUSC zFB%@>p38m=@`66jLRpzWK_5d7Z}I~goFk*TJIkcQ>hnYhZsC1Yfsq9X;6QeA_l0h6YMPIP( z0KO=f0@IiXQN#-1S{MZhPqZY)s(4ksFQP506A?+rd=o7&_F0{t+ z*k{iPvo;Fprcc^Vn*;E>VVIQ9LFH$&&}B}M>AaDdcC%m@0DtkZ^fSKco^+RQk~r(cXL8)M+G@^*REC1SVPM0vQ&LyDj7jje6Y*7D0(<&|-g>7Ep}~Vpw1X8M+b(&S0d}<);P)+#s#~L1jV3LG5EAMLawVn1$W|6MBW6 zFO3v#M{JX&;ed4Ti%&up$|k=X$+<(uKsoKK!UZRVU(E36$yQ3Qzk&_si%^QboIJX6 zLBvH4m^6wiR^Ati@d(35xMab(*aK(Ki&VgGjq8KEP;ek(S{*YGRaHp30yw<5lJI#b zvmYs8suE*q8E6HiBX8h!se%YonjrvZB!hOS@Px6a918K4W`Wyn`4;@w|x43pv1n$*?^GmQwAYAYR)=z z4u%rbuym(1Mz}90^RaQVB-~T>Bv}QSKnLLMCwU^BGV{j7SalnjkRFEHm241o_;Gl8 z>K^On%qW=GN5JliVM?2FPAg}C`I9VUQx8u{Mn^XR35FZrqjN|Q1%>+knE!-8yOoqb277YJp%W) z-_<%o@A(&QZv{a*CHTaZvg=uTyKDT@WIZh5B~^jQ7~R3y}M)<2nL#^tLfo z)^o||g^`O0xIZ2~kP8TS{H`dyA#&#O0sP|v7%`U*;1dA}{&L|__P=bXp$zS$N0m*E za7mxj&JSRYU%>K#$J{@5BewK!|xYWSS~e@PDH=8FtVRE`)Y|I-IsO2qf+}y+2uuK+)vx}V{qa> z9mW7y>vwGh@NShKOVFZ?i`HU!OPR`6sT8>#eG2_$dmzFAe$dJ|rJuld>Z&4bKc1PN zDr4$E9&s}NRSDkDRGiFzqzMvdCz&53r7CmU-B55EzemIMp@f3G+9Y~Zs#X`^1pYI0 zfGTQL21XIVrjCJdu+(=)Nvlm&;bIiIVwNCR5X3as2Ok4>qzWe+eNyZoPSC&S*4{vo z!>q!-!Gd@U7ad`PjiSey^vql$kmFSt*UxS_YPMd+_w4ne#*@UHM1KqrKv$xm|6om( zGw2!l4soawpJGA10acHWONhb~QbyQzls=f`;xX>N*l-AulY13lgiB*{#I14JFN7a5 zzr>024`yuOcc0T4|E>_U1goMk*_`_ExZTzg;H>x$u-<-fx75nO=YQPPe0TDWc(sN? z)B9C3V96&Po-x-fl{eM1mwLC4-{$2PHN@czMHQh5IS^;Uvl3=k(4*X9dp1oEKIH4ma znS&ln_9F$z#NPB9kdKcuwkmcp7ZUB(ow%34!7ccm$BT+Q>0ubi(WUqqb|V&5A?7*( z1#S8BCjkYu?LV@g`~TNZXv@Gus(AQc{OFe>&^}S{M$j|!t3b4**N5L;bp0NMmU2w( z1}#RA|1%u+JlFGYm!*JY=xIU6F_$3!kek>Mcr?pFP8&RSY!|o&<`T39kZW?@^#~kC zLLQ|D<`<&`ZmZK4kUvQ1nxD>s`wOTIp7w+^Le9HQ2=KUak3$+`SR<7yF>I*a<$2lM zqqh;cI?VfvdWowcjgPBI@DBR`6|ds4bZL%mbY(7AarS2wy7@T8-L1~j$&}3(q|TjZ zU7CH@u{VtPl$WOg0`Quh67?I-!o>3OQ|6vNN!H{(h4Pt_o3#K>`xm+>Q|E?T~$MKDZ}_ZM&pwY^O0tL={0q;^H_N2+h;%>Ks~t zgrTe~6mX3~{Br;yy}S#d+5?Tk4m$=bDp6lSVRtS~MP=B#=nQfaoJMH65pWN=o!X%q zn7hY4*$CscPozdgWt?dO#u}AzHpCWBI8ve3a^{8Tw5DV6i>Fs*5#_^oJ&6#Y zX{$bS9>c za7;-`$mMi8`j{B#twnD00=ltCqZtE70_Ov>hfOaG5X6LxGBi&J6i(ip7iOlqelFL| z1zlFK3s@AtEAqeH^soQ@kLE>?fskG@p{Ec0=$9YNxWQa^+KUp@Yc}DZ=kII#JDLx9 z>mXSi=Q%pXE@uyN3Ha@7`houlbg%`lNmOOL*MSN{MD@WXq;{zf4z|7)pTtk8u%MFq z9Ljc10bwY*e443Y%}f>T&0T?$PaJHhf))3&KNjG`o=Ei?M5+W0#AXl;6a{?*(LWn_ zui$bdEL2;BQbV-QpM-p&qFb8m2X!Z4lP-uq0jg7>KODh8p*ZObYK|dCvFe01?C3JP z2-OM6vxKUHh}u)F3zch+9R1%!@dnZP;F~#D9$^#|=yy8F9$PD%)Q%Ilc#G0lfF)Ln zy2BHq^dNd+oM?wdb(36CxJMAZF=t>wg{)Q_f{L5l38~;}AG|=IT?JLY(r6vTXL79% zwoO_B(FIYXi`{%8@8yScX|qk1-9M8&TML~R+MSAE zZd%FQR}-af6#+uNuwQe$+eqamew>@Y3E}YWr|x7@PB!I$K3E6P-uEAw!@#i|=2QN0 z!ceLfkGwqUX<9K8B_LwI^h0bpG0@Gf$t(~YLu~@cdDh+*KpfjsS*^Zvf+7iRyU4cH z2Kecl8w_pzX*(NiBpkb;Poe+0%Y`O86hDqqLxHgUuXa5r#*@YwweBy>AW^=kv0Lrw zgptzwf8jnQCaNynG1}PLhneL>u~K&ggp>HdNgH{K_qFZUXD3pY`qps0?)O{D3ACjS zA_2W|o(FsCYg6eh#e5+6%B@i`PoUF=i}yLGC@~mDa2E5TlwBA;7|rlR4pSS2IVV*> zHqS#ra7${B+0zM4X53la9)?MMlk(UP@Rr!-?9UZ-(RFIoEBgWoH%l#f!z@moZksVr>%s( z1I*q8eInV37T3L^LEc{oC8e5bLUeNC>6sj<-mjtPdRMZv-U3hWMD!EMMt+WZ^CXVv z<8CzTk^`KS{%Z{I!JWi|=O^4!X-VIUJgF3S01MBuhuAk`wNvEr#|Zroc=_H!j^8Lq z^AGs=1OEFAEX}2R1|@D539iP88>KO38x^vzW9l?|zpP>8iLP@IIpv@${;{1X+iA;s zMJp+>{UU$#Mg6AB6Fzh{+|Xs7DkW1qZH3Jx%5!`kexB_QxH9~(CV|{fI5~4RD-cee znLkSx3ZU+c@8sUDm#l@+?V;uNo5sunn&5kZE0kI%mG4SFyU#2PDJ|^_swF3zP&F4Y zig1)##sr%!B0O{5U7rkXWMK$DBszhdE_!Tp1oTNxI!H#$H4EcvAxAXC2|=UH*2XW~ z)=Q-OiK%q%*JUnc)*BN`Wk-rxalCtqJ4G9c&@8-ezZC=A-Iz5-@5BLPikj_;jd){O zl%=JB=ACZ?Ke|XMN5FP zofcAtR>`rInf%r%QTgJ%>DPBBl8+RQzCJ)Sm{ck8wCF5aG*hX?P1ozNtsA3+-H^Z! z<>+zDbx=`fyO0wYcsaMdEhjdRWz3klLMl(9c`m-#5YxK>goiM9+>KpMQYM{Bsgvh= zeCfX42`F%V(SelLbRnL z11i-A5p4qqEugEeKDOxsPPpHlGzx4%n-%d(1Z{UwbdjLy{n^hs{z1Y((l^} zj-iN=+15P^P*5aMa2LxQkhz}}o_nLgT22Pgo@q|Vo>FM;LqzE?(?~ly1!)*bMS4$IAv!N4d%a|_+U4pAl^F|GV{f3S5(NH8 zF5Qe2a|2MEM3Aie&FA#~L{*~2Qv()UUEMnCjzK}8mPXq8hjG~^QLBC`H(v&e8Gq8R zc)D2FAc{~~T|?aQhL*(JLpRy2Fl_TJImlUO8PMjrQL22H1==h(PLDp2k3dSA*YP$tFs+w!zmA?n7* zGRO<0^7e4OFfT%Ljq&>&&|yW@e#b6G1@RL_SxkBC`mgvSwV4O-#>R)x4!J?ye>)l) zjLq7fAY2c6aphAF8ogW)2)`(t<^bq*@AL+U_;He(1E2@g%=M?yivq>MxdBMU#=M<1 z^3ylEhbQU_uaF{|5K8841Ay0mD!q9y6!Ju`sPvTkf=~nt#nU+t!A8+G&sX?Ijq9IxeOpsB>9-hyR-HB7-`q?L7s z8Ja~czgz}r!D6WV@S7+)NU>9X)&ST(i25$FEJC2TMtvBeUdiCB#Sgk{!H%d!UPhMc z+qc#LT#q+!e_#Kl7QkWT&NlLu0!qk_chO=a0h;*ke%f3JTT4M^X;e#w^78CjAFjy` z-N!fJpRQUM*c-I+864~^O@FSKAv^ir?vdg6Wf|clN`?5VF9?wL)BWNuVk{fd^r{K^oIe(WffBNcq|Id@13Nq%fN2qCg^zPL z9JqO}Z#N>C_;SY9byb&EUpR$=xT+pA`-JZeH@cWSC8ak+l(j#DUSdV8u8M%I3pcxl zCt8oVP>(r)rW)Cb$V5GvieT1s^Z)?5kvp&ud;_J z0zKB$cB6T8je?%TA{itLf<{Li?*m$L)!XL0y549!KJs<@7GngSt)QDK2n=)fz}a#Rcru6|qid4p?-k&-dy~x9&a0Bj#g=o>(SR9&VYI3S@Xew8X380p!U$ ze#yCw;+&>LZL~Teo3HAkbT)MZ$IsQA@GbTRkMA|_7bc5d(I6c3R#6^)+%Fza&lQxe zuA*M-_w|J1=G0%4Fc>|#;FFuajDGf+=384-q>~a?I>ZVh*)ao5#6|&$hvKqC_nq z{g)uzAr1gi!R6v6y_mbJbK}gZ(FIN-;U1$1H1V*`>&`Rs~dw!K9;jrXw2wP0s@=H90`NeOl> zqdOHa5#;er5hE?c-ih-mOiLc9XI9UuOe*(rSrr9Y>tFTpi9cFAPou`M?QJ zgBPtz`U@z&$bJR{t3A3y-q&gjJl+5_XbH*vU3=sxy{DTW)14=A^t+P@fInBM=GRSQHAr$p&z6X57v6*E4Hl3d(jRG|X*WB@#OGc+fRQ5npUKFGP<_2C6wHn3y z7m}A}OBzTK2h0JoD;?**93aP=RR0t+8)_g7)4H-W7e*>y>fQ%K<9hS(YrpEi+CGQezFUet&`RLcK2y~Ux z3gwRqPI$J|Kp4E@s@V4wDO43jN{`rF)2n%Wlkk7a6P)?-OLFc5;GM${&7L z7wF_dtX#3fz>51j`g^TTPWOWK;Mf@(*533W8`x@**+3$>MjDe@NEy|I(ckw6a3Kpe zr=x|D%ejMd@8k*WNO2-pHik^TSopSWFt|A2M^YsQ-a`Hbsv5)zS`FAUfjq4psE%Bd zgO+BFm)@E2s+Yx3&*e*{{szQUxxu1^lzNQv1JVjKsMOI`fvBA&(1e#{DE2Zn(s2e% z{%vMF|dS%F){nWbX|p+wdV%p01a)!)V-@7vK?|(~JlkA;HH7PFCW*Bp92N zm7GzwTTTyrqlZ3D-}(WuI8Mi)XHEg5Az&I>5o{M2OUg-Tha#;1J=X`RC-@-2$#A^I ziqk?kq3)hJ8lx#w*o8aMX|(>hRW=o_%R)E%a}o>3X(wzdc%ULyN zm$QBUetdyBQ`F~-MTs%PQ{a46Mlz1&<&4*}0x&~*?B8Y&i}2v4c{YtZJx|a+Hk9y6vm4%^^OZ@t6`4lBZZzo)JX`g#8{hMO+=EBLV;3UF;DNgRc z6o*b+MBOe)iue;Na?GD*L{$jx8Zv%VEg}wggT-EgWfG>&ffvdZNDe0lHBK%W?(VtZaXLH%jaz1g)e7`$Wi1^F z!Wwk_z^ydo6ubvdS~?s#ep7jUs=eqLI}3rJn4NT2)^}G3AQkFEX+E(`?+;{wb@v$r z6jalEVh6s~U-|+V5Z?B)u5^R(R2+Q3=Lh0}a(kSMy z2`~GZ69w5;(fsimsv^k~;2hP%NS636wjwGpyhg4>i^a zOB4zF2Fk(rfTA=xF!J+*r@;m&Z?r$Cf}?u*xOR9wGD=!j%O>KGRgUoHi5gI1+vA=k zO5w9ceiN19XGbdHY2-Lkg9OTP{)}*&57+N1sa}skS5sBICTx8*wL_gN!tY(gcXPxz zS7haZGhCY*le^Nsf%fOIx=EFXFn~GDZTQ$ibXZPTt=O4EY`}yRBu?YK`U$wdT`aW9 zof{0Idewcx1i-LiXYQOf1 z)udAa@!SPx5lTHH#mtkR5b+I0jd<{t?@yWipqx{3POL1B^b`H z3M>rD7MYV#qKSIrVCsixi$5*kG@{U-yZ{~cc+dmpi{sOybP`#33w`1`K__K~POD)( zhC|>yW$V=5_n=XYepJ&X%416#SUN=E>${z%Fa@kx+gt)qrjKlbU{Re#_2%RBLf9tYDcJyY4DYI#97ix0(!DKWlZRXXPjF7valr5>^Y& zsC`DxI8`X;GqwuVS(V$-U^(1}tpJZcher^FQyfH9n=GIvLyoizzDKzRcg0y7B-QoX?(JnyHx?GuHuzg%?>f(FXN8InnY zezTvTJhG-Je>_zO=?4s`Fq}Da8V>per~82VeH)e?rbPKrka+jg3jPV@iD1aYR7DRY z_)t%uHMD4Y@Nj?Su{drlhbZ{;W!axN{f^c#*+*b?^ zgFmGuA%rrjG9Hg|v><-Dbi$Yzwrj}X+e%JUXN{?QNaPZo6>oqOlRy;*h8FK$oOEiu z%Hqh-Q-KuYq`(5I1gfZSA%k2E>C{YcKsW_Dv&#!#GcMzb&#Zf#@8l7}ZEY_EMiXbo zJD~1@B5D;!kbRDzss_Vgb{~N{NNBtu?}$%#KcoSZ4dlr}GJn?2K$+YP-DZcgmeYt3 zf-=gT-;h@-ljh}c7v$IS^MPz1UF9FW=6(qn-jVJCls zWpvbnqg~ug_)K#Wa;Swj%IE3#=%R72ophYS$rlzc>_aXbI|Q&YF4@F|k?ox=OJy}5 zHQk(Tk}-o|1|9qqx>&okzR=Vap${Uz+qIoUXSAM0yC z11A}W#-O@LHh<$m#3N-$q{9Ih$jQb{rUKSp8Ok+2^J+kCw)hDw|SU7o|AmTv)kd*W8)yTM)uXv zzEA4SS)6f3m-IdL{DS8A2`yhJ&HZard3-`;Rbb!}zkXUirA5(;h}K-%*M3X?B9g^K zRM46{^4dO^RqxO+T;(L=$kj9}6Ct-$2q>pdE)MHo+sFKVV=Z#~^CBofMj{FGt}Y8^ z=t9Kwdf+7E6bdK#yT;s{Y zVHpFmU@l#j0E*q8Bpeno0DmV5r{FmFpiA$ln_CqQ)#2drlXR=Vv{ed#jmbR{8kH01rasN4KG)Mjc1PHJC>2241MVU7BL0+%|=smqH zyxwr(b`Y%k!GgDC>%QT_I`ZyjWr?>IRRJn0Eh&0BUO-j+c=GpT(6EF@nHr*~|6rZ< zTKpri|0gg3cbJI)KYF)B*f&J;p)ZMU=sTdB$%oSd0W(g~EY zZK^ou0!z&|F%|KhIQcS#gZLq)6-V^G4^oFzIoUX9pg@-nQ<^mDvmQ zm`hhJ7Ed518i=|%i88D^fIOP2muz&Te|OQZ_U;X#pCp-m)5{We#Gv1w2!`{FNV_;m zGKGCa8HBN&9GOoccamf_CGMUu0FhJG44jz~^J5m603!k$^ZBX9aP9@UY^D%X+M$Xl z`Q;)bw;dG*5ITkA09U)&F~^()G3=sEEg^xUqk{S!ph|FaW6rfgezy>mXsyC`Q)38B zc|w4{-P9Pmn!soXdR(VRlKnyn%Us->7vrgJH!o)2s~G~6r#CN#PHRF3WKfbxw|2St zq$yS5yn?4SiOxg4Gzd{S|9N|ES`6a~<(u3U?B?f+4#vZz{1|{N}*yE7S3s&U?D z#`ez5eAySOz~Jem>R+A}XQT*s+GU#17!M^1iv64RQm989!iTyW0eg;FT_m=SNK|(t z%$WJ|{@#q2Lo8nKzc?j#&I=kuZd`&rRZD!V-)1qWc!)E@cZjHdfbB#=Su?W49)=Ui z8^w^1Nacvi+F_UEsJxr3S`^W*mOf;SC)dSOdZIq*E#nDcS{<4spHQzseKnoa`YUgu z%Vtctkwz5ezZS6z9wJE^#kTut+!hX9zW&(GfcE3fa$#=0?NsZdxoIwEoLvbGu1M9v zhHSx`1kOqcYL^wf3EV`HxFA(nni6=k=LodA7Eco2$+Tqjk z&2VAUMNRE#H!=YZ|F?uMm0w$&CM#&Y4XhQ=m`XI9dextzx3BEAj^p3i=?)#UWBlB)CT2Z?P{4-t?)sJV{foA;vUgFg~2*K-x$ zyqAsqF`Z;bjZ;B2+G0{65fQgbVr)>sJ%AN`K$}3OYQV^TzXS8DGdK0!xD6pyIc|n; z%{Sj=AM7mXrRgTT5YBUfF07mI!iE*-bUT0fgh3MCe7=W*B$1%Z1GG@gY82o!7S$Ce z)_<~?4Jl(bnd8^<_f2%6E9CrM5sm#q&xn_q(|$DqsLuLo2FW6;Rvl2+;YVbP&v)|U zNj^YMS>##A)PbizQ@w2)-M7~^Vd!Exea&s)V&Sv{48U>YgT!A}1jSk*949IpeS z+%pWqap(l<4jQ-Dv;(0| zj1aT~nvF8RAc|*pK*ht~=^KS%PRMd$lfYR#1q8oaM>C9qaU)#fW=hTlX*L~%E?eEj zskXENg~sFg;HPi%$`+VlUjQ9x-Ich3zo6eq*2mDHz=}0&k8qU8olO%>8||Yo(ds~8 zvaZZDawzwQrGW^H6RS$&77%1{LRD$#iOY7JSXIh*$~NSawFJE5CWD&g59y3&+@12X-!zJ?@t9knF)HWXnGV4?J7xZ4MC`3PPq>2t_-n(Ow zJ0E<59fj`?l< zWL4o)sKPwxP?7vwQ$@~9bb=yke(Js)5sjX8^)RqMH(elHp2#c@?(&10rwdZGc6QjB zLWCOlt!^pK2sEN9;_Ih!&!sn9XsJ}RryBKUhZfQL9_F?^wwm=~PheA2(V)pH0Ce*( z#$Ccxqde9In`ek=zIauDI~C~|cM)U!$y0Kd0lTb-jElRJ8v5XpLSFlU<=Cpo!4{Dz z#f`0xf?yaxR~;GY2vsEIvOZw($*LX$Krl~nX--=tVg(Bm#XefizKXBlrv%8JL~6Pp zWL>o#zWqUE({-TiZo3}WYr*#vwV--h!GkvXVMbX`;&Vr3Y54 zNwuN`Hcur(teGr{7=95Fgk8aM2Jc8XJk6nI2?-NK?CJO8y=4B?qz6wD- zNx4SMjORnUu(+8Y4|g|Npkmj@0;?!6Akny5-cQ-6tbTaBhY!^JC8}D5)UumL00}y( zl)y9>#b30Gw*+KA-aG=L3*n0g6^)5c^jPmd- zMBtOTc?NuxAwX=)n*-f3u#$)EWr-oHH0ajKxtRuJ>cRzz#|JXVDE^+cLu@A9RD((n z&1eW+|Fr7z%{16YG2!nY@(%1@jWm0gV^NpbGTLDdg1%>mh!uyZ{-K&<*#ROzJ&I2k zkl903hXbfyA2k#MaD#_6fDlk0%nbZkkl$iOie*&aQVHN;_~t)U^cZ=wAJ`5@fhsrs zfp0*LPQH#lth5Ae?IPEL?$^Mf)!iT2Q6^;wRvP z1>2!Upa63F*N3fX-kC~q(+u;IQ!<(U3cl}WC=)f4?i|(~Bp@3D-zgB&gupY)?9K{a zKRGL=zy6@w&mBGE(ccM=$c`Z3X}N;JdiUEQEY3gw^Pj`?%M9VBFG>L+rYPpYYJQ+`NX5zr4)$gUn zQYVZTU=UxMunmR%$-xG<)IdmzAo(fZ2^Qa;1xE14^T`sU&4#D4J7vRp+yz;#iC?|>C{o!*?6Dk660q6PFaCd!x?Ps%iF z7DZvHD^vr;W($1CbVgT?4tHP6k_V5KoM(VpZB;!5WdmfH)9hFH@RsD3*VgzDOyJkUKc_18%v=BF zJOf7Zu-u9B3>Z9X8!#GIIQd$21-e~TUOwx7P_Qx5NevT|s~{X3iKi+oJGGV*dMn^m z0-*ytf-FCx5X!22-}yjvJAwlQmAin&A||3^;npedXIFE4YS-n4&{v~U#(+V#RW(3E z>@~|J-nFz1f7oI7d~wMi`cW6jyMD#i$IRSXKk@l-9T&PG`Z)oQ6Y)!eAv??saBZt!SAYn&Qf{j#RIF_BYhfBl8nG4nY@LhaUPE*S!mCyjQZK^CVh1)OG zF=3?_N7J95&s=~Ph{NgkCo?vr=QUL!_Zy*s_9q#DPLh4Z$Z|Nn>VGyEzbY5ZOK^clgf1#H4Po})m3WpO8(^?kpK4L0 z+`vB6#oDQqTziA%qK2gwqPxZs_g^BN1MUw)4;69IsR|xnHv5IBOEbgxx|x(%knEaM z4XEw-01^3mS4TzkI8^~IJLVEa;>`K94V|ES;)*B|`{D5JR9zf~%nM%vTF?o)zfud` z+7ontWUy`O8REmAnKKR%2y($JL=@Wq5q+ZS4-#-#JvJ*(SUoLmuFVY?pqrAO0Dhkf zLMwTsffAcfR6UV(O(^O8#MFD{)TySAW!MS1|GG4%lsoQ<#X1RZU&242SHiuAG-LhNJR@e~%KJ42&u&b*-R$%!#;Xl30g?ZiH~s zUY$8a6NI>|YLb8lpzzdamo5Q={#9XJcGRwcf@0>I@0mM6_jG5b~x+6`BE`FL=cQT7M0TBUBh1F8+sD;5o;n{(2i(E-Gc(9v2vVuDorBTG{B&q>jtHW1rC& zV(Pagall5!Q&9$4vS1ftq}0{{lZ@(pPOzT7C?pd_Dd)#+L?P%|2{FJRd%26=)Aosi z-``ZAVxA~?;yKwGASVc(X#qyL%Q1m8oG1b&?f5hpL$9Y8VeDxXXGkhzuNFqYKHMEP zhFvW<;7B_$?nj2(_;^9E^}3%Bcb?Y553O$r%#^LRBN$dq`54(JzzVLGS0D3-$-6ME#yQZj~2U4&~b5M+v%G=5=wGCk?lOp(ngVVeS}!Rn64;- zt&hGt?V(xJP#t|bi@jK>5U(QqemYV^qRPJ=|ApE6`0#?CsCH)l0nIQ}^IeK9BCJP{ z0i6kmoL5Z+UFxAPgn3k)o}=LisV!8&tE+DjJBJ0Gh}y1;1QR|H@xUA-ABM@_eg^`$66Eg=hEBKBtU0n~ILY}pU=ozi7m zxjbkSDm112W+(Q81xwutGTtzbX9tnOkwO!3h;gK#uK($#-7>?5KVPOXQA~6ER~AYZ z<)I;W+=I8w9ro})pu6CP?N@rxe}zEV2bIVVLJ*c<0|x?8S|;3`UctKReO)fmpKB5|&G2_>Sn>hEY9|Z1Z7mG!C(2YCi@X2qz`Q^8;+%TJHP#4C)}sQ_Q4ktfXN zA=pkU!b_q2AaA-}K2X}L%jL-6a);eUl84f5AbF^v?j%1QgR0B1wu0+&ti)ZI@LJ~Z zk2muUA!xG}?`LU#jF~;rm;Mp#onpo>aKH0?+@IVOGoIxA=Q|D{pfyqoJ}i6bPU&BX z5w30PO~oepMNR;l`G5H%S$csOlk-A~RO^w;38G^l3m#8%Yycu&%*fQo|Fd2j^Nw4(@9wZXgP^VHpTJeBvFH8)Qx87 zE=;47t{AYnNYmfp2r?ze1G+em6IOUSc|-;H!cU$M*yOyMwC~s_nTOlNqFf)L5R~x| zFTz3K$w}bhE_Nn)A`KULhbLeXIH^61J=+JxC#+*I5zHpyox~jHmqI)N6{pBbmEZ;9 zB;1sLusq^PsVS%gPZrwzL9c)(FNRLlWYaW%H|)*eZgjxLJ!vgl+M?bOLf3Ax!T;CS z)$3Yv+u(P(wGS}*m(m4+y95DJq)V~hIEayT)`0CY?;eqq$l2kiQ|;pNj7CFI{L@ED zM9G8tv%WR~s!cfg4*GRZIfKgjtedoey9snlV0?c@*zE4yADpl2UBEa>^t>uxD;J`ENUv+faKmFs?O0-bq^*?*MQ zET(BGJr3xbAxKi{UOK8|Md0!MVd+WOA5{E4Q~wFp@klFptl*2f5HGJv7v%dytZx=* zp|)kZzUg){AHyq^sxq7r5U-l`15P8>q_* zfLh01%`~b9z^Y6@0Pki+1RQMUb|GoiyumB`23?n#vkQ0fx4;GMvV~lgFcqUxRk#oW zW`S0*3E!Ahp?Wl{8lebLSK&<*w9%##uXJ!K9HQAc|89#s8d5H|G*?DFpWB-y37X>o zJvo#4VIIv9=@flJP`Da{th>NA;Q%nlmM}67KvnR zS%Rq@KWp=0+{9FOz?HLD1gt;}=Qmo6a=>iz?uHxCQXmjGs8I&+G&WFEEFG+L49!-M zE+GWiMsv*~C?4Ms%=Hd9Liy$gr>?+D$>5f}>b(FbcVi#P)DJI)7QHYA4*(yxI3#el z?#45UjQfwf1qATZhHU~2m(*Mi01;ibe7>R31}MtR0QPY6%s-dkK4%)=k!<5YNRzsI zAlBO`L-KqOJaqvKg;V}p!_6l{z`)H4)W=QzJ>Ms5LkiahfDkLy*VL&G{$TIH;gxo@ z2n=Jq)R`oQ2#szLbZD^UWXyLH?)k2I7*wW2)x@9>d1C^%r|UUuNoZ&$>2POB>@xzh_}>7U-^qBY;}m?>0ZdsyD^Mk<0p zPvImPba$8tgYFJHSwMHE2YKb&;lTtIypZa7%zDBp=LK{-uv&0#;UM~JJbTd&9wWpYKqO`Za`Jw4cN`iMQNIXk@@~J@e@p=jVio|Ho zxyAh?w|06E^CrGx2JX)Sa21ZCreF7j_%93>O)HcO^$}c+spaM_P>{1i0iGUiP0hES zxVqW}0^^$nhKFp`qHm?DjXCvJpEIla?S*RNTm$H)Z*W-L1sCJHrsy*F=g@7K%mmLh zN&fQeGF{l{(FN^Ho*a=7r2b)UpkniWKiV$o--VKhJ0`HlQSc# z)I2GhXAU*GVj8*hBKg@2o2`4{!nKi@)z;`fAIGtUZDUED{~%;n&{}lNF^OIC)!mH=bVuFVA~PTBkd>T<7B)kIT6LaV(Eiq2$L_ zQJ=AUs{vIYCEe>S2Gqm5$!d!RkmDE8?5(^?W66;#iUc-)&JZ z!@<>8x9S4w6&5OwN^2^Wn?Ap|nO={6n=f!4eROCw(cJyaR8#m3oJ>u`>(sHDsU`7+ z%Z@X)rz)L|J*PkVJMwB;&3t*{=E7zIF104mu}bu2$RXMSarD z4@jUr#%fzlp9Ao}Ilh1Ict=g)Ej8b%PbQ~!{vuNdoX2}o_naDa1bePf4(D;RnOsLo z?1o>+zjMSujA!e^$kiK+-C!8<0zEz}9B-1e{h{*&Ei`v_rw@wmNe) z=n`tT$#T89P?heMcT-RW^GYRo_;fZ$BV|wwoZHPbx?S4Li*X`iZixT(ZuZDMr=Ej1 z#kt!y;;W6FUzNLwty8vH9g9j$5l=zWN+3T==m_@x@EY@h5{?XF46 z+?>m0d#O#Y5kLwrb%Uw%&{F^wM3)BW$kSZyt_z647J!#cOs1*^H+Hyeja|pw5Og6O zE>ztiL`&}mRdHly_(s}$%G2d@e7@;-4=mQDpS$R}2+^iQcgjE4exZ`Z+ogi>1gvdQ z8__4bXn119D@f$7sm3U{46XY=+_q-LrZlPp0Y>Ugwp$>KV-n&CW( z39ut+FmSbgfnB4%syO4G%T=AivovYw`kG?|5R{Z^=CrqqPAWaW>rHUm+~a6X)QHX5 zjMR}>su}9NC-?(325|nUm$?n;z z<}d-xWaf@6slz;*$K0MIo%xKOK&6D*!xKH}wtrIUds$lDv!RJzIBfo&(MF)#DrW%u z_>pe;87=^{U)3%9>N7+Ns9i`^&kp(+t1&jOyz>XDiJx1L+HQ^}MW)~vo3qroZy*Ml zpCZERe_{C$@PckUj47b>SyiusE^%$Z1}_jets?g`ezL%P4;;NWwejKVb$A1{nqxyL zXu+5m8uy>}`@#~PC0-z(({2G!9>`T~mV<~~eexvh?qnGOEwJ_Zky8p_DOhK} zUzTCsA#=?)!d7Q0h8|H5tr1Ojpt%|v>nG~W4!nXfEa5r-kMbnLvH@edyHHDvVF8bG z!8TN#c2V%&_eQJp!*Paf5wUAy)(<|?hOLWxb5UKe%avccxG(B@=3ZbPaY(6lLZQ0F z-yn9@2*dY_xpdJa*#*GNx*dlnSyIRG&{7yR^-kU2oY-v?yeQS&AV%#{p^26J2H;w3 zOg!(BNHDNUCJ+IahS+iPR)3u;erB})`}qNO)tsML+jOQYpO za{!L=M&`@cb#Q8PX;ySPy6_Fk-I2KGrn{N=(wxX^8m5AqpX(V*$hnL%Nkhee^sDD@7UT)3bO?CP^q&G(xA0Jv#tH{nL|7SvMAKR2+gf*mZ)kT6kM zyBEn2ZpX05Ion;hi-$vnXtt_Mr3{j8yD&nQsi8jJ>cjK>KzIyQXjCKsbY@U%k&;|z z1wO-06^g%OW_RIUk%nJOH7Y4zppjd!bowZ0hRH+`gmJs9g2d@`n!hV63S-NG8Vs6x zFBGl#=gm5yH0AEZT~K~?S6L7-p?f`dnFXzqWFt|lZdK!P?mpOXU4Jqiq(JFX;3S1x zish-^g63FWob>cucyk`Ot2tn^ARU{D(*DGE?~VWtut%k7#ER?Lp1VZ{{0 z2znX@HD5E<;P=FcV>>=7zY7J)uQ^vqezg5BH-l!2UoUdw_1a7L{J-a2~f;B{HHgl|V)|e~Z zBmk8Bm{}yR6qJsrCQVnRSlsi&a2Lz?`aRxnZVvE3f@X~dU5O3NYA}Sx94=$zkRgMp z)EZ?Nce#s9H*q^zz_g(`({)-6oPnTWCODDYRWTw(h_z8oeV$HL1)Pnyvldpqeq%%n zGfTQFqz-Cji5!4MtB@6mu$O zgGvCSnw>(ow*kJin_M=Kr-|(hVhcAET`D!9k|9;(Qx+mT!`byeB8zYe$n-nhYBQ)#27^8)*;z(N}JAMM(b%PzGDFo;>RL$5k&gsH$>9~#JyVlXq%&9g}7Zv>y- zl|{btX%h2wDwimX9s_kflMoLDHHAS~7{#3r1Ud%-CQm_p@tkiu0T@RPWGF=(Ysq}mU|kvDjv)YEWWeBpCqLd)s2f>L;a zmYq!utgIk(cUj zV6Y_bK_qGxx(7s)Xgn_9P~%b2@-`Y2YZN98IqX*AU;g^{@7eTxSEP;fcmMkI<<}qY zMv0#F@|VTAM7lM~0cVG`){;qs6_rs87k*B%TZiYGP6ZJAX`b}gcqoqS{N;BMygkFk zw1|>2y$6&76Yczz^zKFv<%4zT47EgsgGAwpgWWi3yit8NU1$YeH76t}zCRtA|q8 zE)}xRzIH-6Rm*ibBFBzJ*IHM^v336g9#fp33v*2DA*^|1;_$r*ghJ-y@RVFKfH#NO zMPKkZDbi&h6*cx{$^yECY>^ADhwP$J@KS`>PS?`(Wd^ar;F-dQq#yl#Cfl44M)*10 zAXUr+FA((SF@OWM!kpnoTefKcPOK6g@QfHO_)OjJd46h=94Dd-ea4}}hf*B8f5aoL zNU9Cfa(hENzi+|jJU5yoNrv;>7VyXu7A(dOHMi@vC*Zo^h3oW?_z7^<`=}rJ11qsT zzEJ{V^7C|FlN4vG#TQDMUrUtoB-F`Q@)O#V(5605e0#u?5aT3JDa(_PyFj|5AFQmJ zaX<@Hv-g;S@Ow^}z^We literal 0 HcmV?d00001 diff --git a/research/p104-multiple-low-fusion-bound/inputs/pricing.py b/research/p104-multiple-low-fusion-bound/inputs/pricing.py new file mode 100644 index 0000000000..40ec194017 --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/inputs/pricing.py @@ -0,0 +1,82 @@ +"""Directed interval arithmetic and the retained signed BIT invoice.""" +from collections import Counter +from fractions import Fraction +from functools import cache + +TARGET = "10018846261809/2500000000000000" +SCALE = 10**49 + + +def rounded(x, upper): + scaled = SCALE*x + if upper: + return Fraction(-((-scaled.numerator) // scaled.denominator), SCALE) + return Fraction(scaled.numerator // scaled.denominator, SCALE) + + +@cache +def log_bounds(x): + z = (x-1)/(x+1) + terms = 60 + exact_partial = 2*sum(z**(2*i+1)/(2*i+1) for i in range(terms)) + tail = 2*z**(2*terms+1)/((2*terms+1)*(1-z*z)) + return rounded(exact_partial, False), rounded(exact_partial+tail, True) + + +@cache +def power_bounds(rank, k): + binary = 2**(rank.bit_length()-1) + shift = binary.bit_length()-1 + l2, u2 = log_bounds(Fraction(2)) + lo, hi = log_bounds(Fraction(rank, binary)) + lo, hi = k*(lo+shift*l2), k*(hi+shift*u2) + assert 0 <= lo <= hi < 1 + + def exponential(z, terms): + total = term = Fraction(1) + for i in range(1, terms+1): + term *= -z/i + total += term + return total + + return rounded(rank*exponential(hi, 35), False), rounded(rank*exponential(lo, 34), True) + + +def cost(hist, k): + lower = upper = Fraction(0) + for r, n in hist.items(): + a, b = (n*x for x in power_bounds(r, k)) + lower += min(a, b) + upper += max(a, b) + return lower, upper + + +def profile(invoice, native, word, ranks): + copies = invoice["native_calls"] + assert copies == len(invoice["native_instances"]) == 36 + assert {tuple((r["stage"], r["copy"])) for r in invoice["native_instances"]} == { + (stage, which) for stage in range(1, 19) for which in (0, 1) + } + assert all(r["ports"] == 111 for r in invoice["native_instances"]) + assert native == Counter({int(r): n for r, n in invoice["native_paid"].items()}) + assert sum(native.values()) == 2871 + caller_paid = {1: 444, **{r: 444 for r in range(7, 57, 7)}} + assert invoice["event_counts"]["QUERY"]*111 == caller_paid[1] + assert invoice["event_counts"]["IDLE_ONE"]*111 == 8*444 + full_paid = Counter({r: copies*n for r, n in native.items()}) + full_paid.update(caller_paid) + + helpers = Counter(ranks[word["final"][j]]-ranks[word["start"][j]] + for j in range(222, word["public"])) + assert helpers == Counter({int(r): n for r, n in invoice["native_helpers"].items()}) + caller_targets = {**{r: 444 for r in range(8, 65, 7)}, 127: 222} + full_targets = Counter({r: copies*n for r, n in helpers.items()}) + full_targets.update(caller_targets) + assert full_paid == Counter({int(r): n for r, n in invoice["paid"].items()}) + assert full_targets == Counter({int(r): n for r, n in invoice["targets"].items()}) + assert sum(full_paid.values()) == invoice["paid_jobs"] + assert sum(full_targets.values()) == invoice["productive_fields"] + signed = full_targets.copy() + signed.subtract(full_paid) + assert sum(r*n for r, n in signed.items()) == invoice["rank_surplus"] + return signed, copies diff --git a/research/p104-multiple-low-fusion-bound/receipts/SHA256.json b/research/p104-multiple-low-fusion-bound/receipts/SHA256.json new file mode 100644 index 0000000000..6d360f6a3a --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/receipts/SHA256.json @@ -0,0 +1,5 @@ +{ + "BANKS.json": "9b17806949c347926b7f95bb70d207e89ca3ed1c6cf78f6729652b3728993c01", + "INDEPENDENT.json": "e473bb6bbd7ce6c6cba8cdfbeacf4b11f665b4f1894d1d060b74544376363c23", + "LEAD.json": "eecbb083722401d2b6ae9649f26a5bbd39212ea799ba0b9d00fe5d1f972fc4c4" +} diff --git a/research/p104-multiple-low-fusion-bound/replay.py b/research/p104-multiple-low-fusion-bound/replay.py new file mode 100644 index 0000000000..29bcdb390e --- /dev/null +++ b/research/p104-multiple-low-fusion-bound/replay.py @@ -0,0 +1,150 @@ +"""Replay the exact #7334 multiple-low compensated-fusion exclusion.""" +from argparse import ArgumentParser +from collections import Counter +from fractions import Fraction +from gzip import decompress +from hashlib import sha1,sha256 +from json import loads +from pathlib import Path,PurePosixPath +import shutil +import subprocess +import sys +from tempfile import TemporaryDirectory + +HERE = Path(__file__).resolve().parent +HEAD = 'aaeec8c0acf01e99a5f331ef363a698d9c084ace' + + +def unique(items): + result = dict(items) + if len(result) != len(items): + raise ValueError('duplicate JSON key') + return result + + +def decode(raw): + return loads(raw,object_pairs_hook=unique) + + +def digest(raw): + return sha256(raw).hexdigest() + + +def authenticate(root): + pins = decode((HERE/'LOCAL-PINS.json').read_bytes()) + for name, expected in pins.items(): + rel = PurePosixPath(name) + assert rel.as_posix() == name and not rel.is_absolute() and '..' not in rel.parts + if digest((HERE/name).read_bytes()) != expected: + raise ValueError('changed dependency: ' + name) + provenance = decode((HERE/'PROVENANCE.json').read_bytes())['files'] + for name, ref in provenance.items(): + assert name in pins and not ref['uncompress'] + raw = (HERE/name).read_bytes() + assert digest(raw) == ref['sha256'] + assert sha1(f'blob {len(raw)}\0'.encode()+raw).hexdigest() == ref['git_blob'] + + prior = decode((HERE/'inputs/PR7338-SHA256.json').read_bytes()) + assert pins['inputs/RANK-STOCK.json'] == prior['RANK-STOCK.json'] + inputs = root/'inputs' + inputs.mkdir() + for local, public in (('R68','GEOMETRY-68.json'),('R69','GEOMETRY-69.json'),('R70','RELAXED.json')): + raw = decompress((HERE/f'inputs/{local}.json.gz').read_bytes()) + assert digest(raw) == prior[public], public + (inputs/f'{local}.json').write_bytes(raw) + for name in ('ADMITTED.json','RANK-STOCK.json','WORD.json.gz','pricing.py'): + shutil.copyfile(HERE/'inputs'/name,inputs/name) + admit = decode((inputs/'ADMITTED.json').read_bytes()) + assert admit['head'] == HEAD and admit['exit'] == 0 + assert admit['inputs']['WORD.json.gz'] == pins['inputs/WORD.json.gz'] + assert admit['caller'] == '07a76c5e2738882c0cb322278e56f6cae3c9885d' + return inputs + + +def command(script,*args,check=True): + argv = [sys.executable,'-I','-B',str(HERE/'engines'/script),*map(str,args)] + return subprocess.run(argv,capture_output=True,check=check,timeout=15) + + +def replay(root,output): + inputs = authenticate(root) + expected = decode((HERE/'receipts/SHA256.json').read_bytes()) + generated = {} + + def record(name,raw,path=None): + assert digest(raw) == expected[name], ('changed receipt',name) + generated[name] = raw + if path is not None: + path.write_bytes(raw) + return decode(raw) + + g68,g69,g70 = (inputs/f'R{i}.json' for i in (68,69,70)) + stock = inputs/'RANK-STOCK.json' + quote_args = ('--r68-geometry',g68,'--r69-geometry',g69,'--r70-support',g70, + '--rank-stock',stock,'--tariff',inputs/'pricing.py') + (root/'frontier').mkdir() + bank_path = root/'frontier/BANKS.json' + price = record('BANKS.json',command('bank_bound.py',*quote_args).stdout,bank_path) + assert price['head'] == HEAD and price['geometry_pairs'] == 3422 and price['geometry_survivors'] == 456 + assert price['multi_low_banks'] == 8 and price['distinct_paid_calls'] == 16 + assert price['one_edit_cap'] == 1 and price['rank_types'] == {'1+1':6,'1+2':2} + assert price['bank_shapes'] == {'2+1':2,'3+1':2,'4+1':4} + assert 0 < Fraction(price['one_edit_comparator_gross_upper']) < 1 + assert 0 < Fraction(price['all_eight_comparator_gross_upper']) < 1 + assert Fraction(price['target']) == Fraction('0.0040075385047236') + assert Fraction(price['target_old_margin'][1]) < Fraction(price['target_all_eight_margin'][1]) < 0 + assert Fraction(price['target_all_eight_gross_credit'][0]) > 0 + + (root/'lead').mkdir() + for name in ('local.py','rank.py'): + shutil.copyfile(HERE/'engines'/name,root/'lead'/name) + lead = record('LEAD.json',command('multi_low.py',root).stdout) + verify_args = ('--banks',bank_path,'--g68',g68,'--g69',g69, + '--admission',inputs/'ADMITTED.json','--word',inputs/'WORD.json.gz') + independent = record('INDEPENDENT.json',command('check_multilow.py',*verify_args).stdout) + assert lead['head'] == independent['head'] == HEAD + assert independent['status'] == 'EXHAUSTED' and independent['tested'] == 8 + assert not (lead['survivors'] or independent['survivors'] or lead['unvisited'] or independent['unvisited']) + assert len(lead['controls']) == 2 and len(independent['controls']) == 4 + label = {'readout_excluded':'high readout exterior rank obstruction', + 'forward_span_excluded':'full low exterior rank obstruction'} + counts = Counter() + for bank,first,second in zip(price['rows'],lead['decisions'],independent['outcomes'],strict=True): + assert bank['key'] == first['key'] == second['key'] + assert bank['h'] == first['h'] == second['h'] and bank['high'] == [second['readout_peer']] + assert bank['low'] == first['low'] and bank['rank_type'] == first['rank_type'] == second['rank_type'] + assert first['status'] == label[second['status']] + assert 0 < Fraction(first['complete_margin'][0]) + counts[second['status']] += 1 + if second['status'] == 'readout_excluded': + assert Fraction(second['certificate']['determinant']) != 0 + else: + assert second['h'] == 1182 + assert (second['exterior_donor_rank'],second['exterior_augmented_rank']) == (2,3) + assert first['residue'] and all(Fraction(value) for value in first['residue'].values()) + assert counts == {'readout_excluded':7,'forward_span_excluded':1} + + g68.write_bytes(g68.read_bytes()+b'\n') + changed = command('check_multilow.py',*verify_args,check=False) + assert changed.returncode == 1 and b'changed input g68' in changed.stderr and not changed.stdout + g68.write_bytes(decompress((HERE/'inputs/R68.json.gz').read_bytes())) + stock.write_bytes(stock.read_bytes()+b'\n') + changed = command('bank_bound.py',*quote_args,check=False) + assert changed.returncode == 1 and b'stale rank_stock' in changed.stderr and not changed.stdout + + assert generated.keys() == expected.keys() + if output is not None: + output.mkdir() + for name,raw in generated.items(): + (output/name).write_bytes(raw) + print('PASS_P104_MULTIPLE_LOW_FUSION_BOUND banks=8 readout_excluded=7 low_excluded=1 ' + 'unresolved=0 saving_upper=0 kappa_change=0') + + +if __name__ == '__main__': + assert __debug__ and sys.version_info[:2] == (3,12), 'CPython 3.12 and assertions required' + p = ArgumentParser(description=__doc__) + p.add_argument('--out',type=Path) + args = p.parse_args() + with TemporaryDirectory(prefix='p104-multiple-low-fusion-') as temp: + replay(Path(temp),args.out) From 8f5bc8c8ff52e7d93a356c3775978fb0a5951af6 Mon Sep 17 00:00:00 2001 From: ToikY <27568617+ToikY@users.noreply.github.com> Date: Wed, 11 Nov 2026 16:06:47 -0800 Subject: [PATCH 2/2] Reuse the #7257 repair for the shared package CI planner Carry the exact documentation and pinned historical replay repair at d2e54af81f9dda6487636b79d4964a2385d89b2b. The scientific package is byte-identical. --- docs/ci-verification.md | 19 +++++- .../historical-selected-replay-gap/README.md | 6 +- .../SOURCES.json | 60 +++++++++--------- .../VERIFY.json | 31 +-------- .../historical-selected-replay-gap/verify.py | 63 ++++++++++++++----- 5 files changed, 100 insertions(+), 79 deletions(-) diff --git a/docs/ci-verification.md b/docs/ci-verification.md index 63ba3e9aa8..52b62d0481 100644 --- a/docs/ci-verification.md +++ b/docs/ci-verification.md @@ -1,8 +1,25 @@ # CI verification -## Current selected-family replay: #6030 +## Current selected-family replay: #7000 with #7001 The [selected record](../certificates/selected-result.json) binds conditional +κ = 0.00363005817 to the [application review](research/pr-intake-evidence/pr7000-application/PROOF-REVIEW.md), +[validation receipts](research/pr-intake-evidence/pr7000-application/VALIDATION.json), +and [explicit source closure](../certificates/frontier7000-source.json). +`make frontier7000-verify` follows that exact-source selected replay. The review +reuses eleven authenticated preceding executions and records seven fresh serial +application, scalar and complete native-catalogue executions. The earlier +monolithic timeout is retained separately and is not completed coverage. +Consult the receipts for exact commands, source heads and limits. + +The five inherited framework assumptions remain. No complete uniform word, +literal multiplier execution, independent human proof or formal-kernel proof +is asserted. Routine research submissions do not need to rerun this +selected-family replay. The sections below preserve historical checkpoints. + +## Historical selected-family replay: #6030 + +The [historical checkpoint](../certificates/checkpoints/frontier6030.json) binds conditional κ = 0.003125804 to the [proof review](research/pr-intake-evidence/pr6030-audit/PROOF-REVIEW.md), [validation receipts](research/pr-intake-evidence/pr6030-audit/VALIDATION.json), and [explicit source closure](../certificates/frontier6030-source.json). diff --git a/research/historical-selected-replay-gap/README.md b/research/historical-selected-replay-gap/README.md index 55d8cc3b49..36d9a873ca 100644 --- a/research/historical-selected-replay-gap/README.md +++ b/research/historical-selected-replay-gap/README.md @@ -69,7 +69,11 @@ python3 -B scripts/research_package.py --package research/historical-selected-re The direct command prints `PASS_HISTORICAL_SELECTED_REPLAY_GAP`. A registered replay prints `PASS_REGISTERED_RESEARCH_PACKAGE`. Both require Git history -containing the two inspected commits. +containing the two inspected commits and the source and manifest objects at +`2485805a6d47f36ea83ddde6327d453ac82d44dc`. The verifier uses a temporary +sparse checkout of that commit, checks the declared source digests there, and +uses its planner and manifest inventory. The recorded rejections and selection +therefore remain reproducible after later changes to the live Makefile or CI guide. ## Open next questions diff --git a/research/historical-selected-replay-gap/SOURCES.json b/research/historical-selected-replay-gap/SOURCES.json index c1010eec95..62bb8b3950 100644 --- a/research/historical-selected-replay-gap/SOURCES.json +++ b/research/historical-selected-replay-gap/SOURCES.json @@ -4,13 +4,13 @@ "files": [ { "path": "Makefile", - "usage": "input", + "usage": "provenance", "git_blob": "0d683a06b9e7ee162496108ce9a7c5d2ee94fccf", "sha256": "4f2d4f2dcd15139ec82658a975f85ed300897385f85799218539f4c8d60567da" }, { "path": "certificates/partial-swap-network.json", - "usage": "input", + "usage": "provenance", "git_blob": "eccafa830c16170c36faf93045ddf1f638f7bcd4", "sha256": "4c0b9d37e1034b2076e30a70f8e514416298c462d9ee98bc87fe6556b14df786" }, @@ -22,7 +22,7 @@ }, { "path": "docs/ci-verification.md", - "usage": "input", + "usage": "provenance", "git_blob": "63ba3e9aa8bdc5e942b56e34244b92b16f854085", "sha256": "c7d3027e9ad8bcbff68f07aa9576b30fb2f3c76c44d876d40c7fdbf4a3e2228a" }, @@ -34,163 +34,163 @@ }, { "path": "research/clifford-state-performance/SOURCE.json", - "usage": "input", + "usage": "provenance", "git_blob": "6f98a0061a5104dfab82c9e806f819b41811f684", "sha256": "396d0f08df24952248140d5c65c51b8c902ef1c580892ff7ea182890530f67ee" }, { "path": "research/community-batch1047-audit/CONTENT-COVERAGE.json", - "usage": "input", + "usage": "provenance", "git_blob": "5e0f92af463ec12c5e1dcc3effd44081a88af647", "sha256": "07a9daeaf2bda308a92e9a4684f13d5fc766c7772d74801fceb7f4599fdab226" }, { "path": "research/community-batch1099-audit/CONTENT-COVERAGE.json", - "usage": "input", + "usage": "provenance", "git_blob": "9e13266bf85e627f1b7dc225e9530ea69fd2c7f0", "sha256": "421e1211fb1897c45621dc6801c276e53f2e6f335583c9c9049e535f87c0a3b1" }, { "path": "research/community-batch932-audit/CONTENT-COVERAGE.json", - "usage": "input", + "usage": "provenance", "git_blob": "cc4d03eb59b9ab3f952735f7e88ff18c2d15d7af", "sha256": "184629cac91a5cfaca50330a88596008b824221433867dcf8117539c913c284a" }, { "path": "research/community-batch970-audit/CONTENT-COVERAGE.json", - "usage": "input", + "usage": "provenance", "git_blob": "8b9f4111badf7de5d97684799560b55110e9da79", "sha256": "23188ed920e38a54006cb883e181585620821c63bf7e8b5e05d32719417cc37e" }, { "path": "research/community-frontier741-audit/CONTENT-COVERAGE.json", - "usage": "input", + "usage": "provenance", "git_blob": "a5300d4e7a5381a3f443fc54c768ca6f0f236d68", "sha256": "3c820fb30e1b4d9bcfc6a7ab524375e5b2abd66b940af2c509146104f0bcd79c" }, { "path": "research/community-frontier890-audit/CONTENT-COVERAGE.json", - "usage": "input", + "usage": "provenance", "git_blob": "d7ff6d777b01d69b6ce84caf25d3b7e4a4d2f211", "sha256": "6b185a9902652f893f3ebd8ada92d2f11b6de6533a9a4d11718a8a4496101128" }, { "path": "research/community-hyperplane599-audit/SOURCE.json", - "usage": "input", + "usage": "provenance", "git_blob": "546f37d326d10a99910ae8f908e71ef768524d98", "sha256": "65099d764bfcc39bda5e4d9966783611b094c3522dbdd1435cd498d657a8ef8e" }, { "path": "research/community-k492-audit/SOURCE.json", - "usage": "input", + "usage": "provenance", "git_blob": "e538481e4cb16ed936d3195f2dfb5b5a9ca0a76b", "sha256": "2c0f4fa5bc150d05658af2e7c54c4d2c337dd52b7efd3d69530ae73bcbdf452a" }, { "path": "research/community-reconciliation92-audit/MANIFEST.json", - "usage": "input", + "usage": "provenance", "git_blob": "2a2e93685173d5f13cbb5abe740f5d90352e0228", "sha256": "5f501f3c118131e7d069f30ad77186eb2ad6961f9680a0ef105f4514ed41808a" }, { "path": "research/partial-swap-digest/baseline.py", - "usage": "input", + "usage": "provenance", "git_blob": "a2f0190704db83bd8ef48e46e723c49b925804fe", "sha256": "81e9af92cdf38243a540cdcff2062778e449467848d444da37a9553c12ca4c34" }, { "path": "research/r420-two-sided-basis/SOURCES.json", - "usage": "input", + "usage": "provenance", "git_blob": "5d718e11e62f4bcadecf1e02d6b61f87dbe190b0", "sha256": "d9810b0d139c5a1211fd2c1f0d142187cc1fca30026e1e7bc4f9ecfacf1596d1" }, { "path": "research/skip-clones/SOURCE.json", - "usage": "input", + "usage": "provenance", "git_blob": "8d1bb3b9c8189e35e5d8bfdfa632d7473e8be0d5", "sha256": "0b68e63e35a97ce6b0cdb6e291b88ebaa8f2dd4afb70b2498f10ee89428258dc" }, { "path": "research/split-skip/SOURCE.json", - "usage": "input", + "usage": "provenance", "git_blob": "2ab610b6ea2edd2865fda793ef2168b0c76afb4f", "sha256": "7c2b4646a3ecfef6f881da5c43e4bd0fa9a4d1b00548b8ab458d897e16735134" }, { "path": "scripts/historical-ci-inputs/Makefile", - "usage": "input", + "usage": "provenance", "git_blob": "aff68409021c9d401a6f8013b9dfd7dbcc30f2a8", "sha256": "ea8830dd79da493e2d75baf753d733ff7efbcf2b4794afe41fae0ac8f3055646" }, { "path": "scripts/historical-ci-inputs/ledger-batch932-run_isolated_tests.py", - "usage": "input", + "usage": "provenance", "git_blob": "65db599ab0b1dea0312c4ca048e0bd0f44c3736f", "sha256": "96ea543e6c707424afe247e77bd86c82152f90fc76a0773c4232145da5cdf8d1" }, { "path": "scripts/historical-ci-inputs/ledger-batch932-test_isolated_test_runner.py", - "usage": "input", + "usage": "provenance", "git_blob": "34820a8f24678f918f4d0e7a35380d8013fc3495", "sha256": "628391b6abfbc8674ceec1751867a4392f2cc0b5b66886243e139af86cf355ac" }, { "path": "scripts/historical-ci-inputs/ledger-batch970-verify_selected_result.py", - "usage": "input", + "usage": "provenance", "git_blob": "c755b76e0d44ba4917aa94440ebe54daefce5b2a", "sha256": "d7fd929726b326aeeaf0a3996475adec88eee9aac09ae0bebeeaa0bc1fc8f199" }, { "path": "scripts/historical-ci-inputs/ledger-frontier741-ci-verification.md", - "usage": "input", + "usage": "provenance", "git_blob": "7f3c012504187917a728b9fe87043f0fc8cd006a", "sha256": "a854022e0e1d5d4db4d60e586be3ea56005013ef14a1fc06d02bc06e8529c4b0" }, { "path": "scripts/historical-ci-inputs/partial-swap-context.json", - "usage": "input", + "usage": "provenance", "git_blob": "ad65114886bf34a4fd27e79f3be502389e689faa", "sha256": "833a9642f33aeab2ffea17ec9c6b82e0a953f90192b2c82e10bef21538dccba9" }, { "path": "scripts/historical-ci-inputs/partial-swap-network.json", - "usage": "input", + "usage": "provenance", "git_blob": "52075f2463f60af5e16571347f24274fce73a1ea", "sha256": "f3c4be597b2f2136da4ae2cc80c7454f63c90aa01f84e5b8131cee4dd55de815" }, { "path": "scripts/partial_swap/shared.py", - "usage": "input", + "usage": "provenance", "git_blob": "44a0e454c70f9c4b98e258b8443612e6a119904b", "sha256": "5a0646a50b9f3e8ea55168620a78e8853b0ab810517cefc8cfb8696aedee278a" }, { "path": "scripts/replay_historical_check.py", - "usage": "input", + "usage": "provenance", "git_blob": "1e92fff2782970ef71378f594f2350d245a4db26", "sha256": "5467619c78183d3adc82b0cb55af28e5c1a01fca2b0588677816244b53e2bafd" }, { "path": "scripts/research_package.py", - "usage": "input", + "usage": "provenance", "git_blob": "091b4c8f58bac9a9580d76025b887dc5c873d05f", "sha256": "e1256016e7f51827d04fa2179255989f639ae1d97afaa9c16265f85a0c6abd70" }, { "path": "scripts/run_isolated_tests.py", - "usage": "input", + "usage": "provenance", "git_blob": "a96ab35b315ce492e7fbbfd6c5ae211aa066b541", "sha256": "49eb56dd0fc0d8d8ffdb209970a7adf2176223580646f575d5c22e59543b381c" }, { "path": "scripts/verify_selected_result.py", - "usage": "input", + "usage": "provenance", "git_blob": "6882a4700e410dec569b51ae2eaf1a19cc019195", "sha256": "d6b305eac5b9bdb8172c469ad30a1655a60fa0aceac8b1bf610e1b73f51babd8" }, { "path": "tests/test_isolated_test_runner.py", - "usage": "input", + "usage": "provenance", "git_blob": "343b24abf6719b81805eba5a84c74e57634c8288", "sha256": "3a5470d0b139828b90e19bf9583ddeafcd69f8e34f2824664eb3a2958a52e34d" } diff --git a/research/historical-selected-replay-gap/VERIFY.json b/research/historical-selected-replay-gap/VERIFY.json index 98553e72ed..ab7efa3471 100644 --- a/research/historical-selected-replay-gap/VERIFY.json +++ b/research/historical-selected-replay-gap/VERIFY.json @@ -4,36 +4,7 @@ "python": "3.12", "requirements": [], "inputs": [ - "Makefile", - "certificates/partial-swap-network.json", - "docs/ci-verification.md", - "research/clifford-state-performance/SOURCE.json", - "research/community-batch1047-audit/CONTENT-COVERAGE.json", - "research/community-batch1099-audit/CONTENT-COVERAGE.json", - "research/community-batch932-audit/CONTENT-COVERAGE.json", - "research/community-batch970-audit/CONTENT-COVERAGE.json", - "research/community-frontier741-audit/CONTENT-COVERAGE.json", - "research/community-frontier890-audit/CONTENT-COVERAGE.json", - "research/community-hyperplane599-audit/SOURCE.json", - "research/community-k492-audit/SOURCE.json", - "research/community-reconciliation92-audit/MANIFEST.json", - "research/partial-swap-digest/baseline.py", - "research/r420-two-sided-basis/SOURCES.json", - "research/skip-clones/SOURCE.json", - "research/split-skip/SOURCE.json", - "scripts/historical-ci-inputs/Makefile", - "scripts/historical-ci-inputs/ledger-batch932-run_isolated_tests.py", - "scripts/historical-ci-inputs/ledger-batch932-test_isolated_test_runner.py", - "scripts/historical-ci-inputs/ledger-batch970-verify_selected_result.py", - "scripts/historical-ci-inputs/ledger-frontier741-ci-verification.md", - "scripts/historical-ci-inputs/partial-swap-context.json", - "scripts/historical-ci-inputs/partial-swap-network.json", - "scripts/partial_swap/shared.py", - "scripts/replay_historical_check.py", - "scripts/research_package.py", - "scripts/run_isolated_tests.py", - "scripts/verify_selected_result.py", - "tests/test_isolated_test_runner.py" + "scripts/research_package.py" ], "commands": [ { diff --git a/research/historical-selected-replay-gap/verify.py b/research/historical-selected-replay-gap/verify.py index 83b995941a..9d266c5a4e 100644 --- a/research/historical-selected-replay-gap/verify.py +++ b/research/historical-selected-replay-gap/verify.py @@ -6,8 +6,10 @@ """ import hashlib import importlib.util +import json import subprocess import sys +import tempfile from pathlib import Path ROOT = Path(__file__).resolve().parents[2] @@ -61,31 +63,47 @@ def require(ok, message): raise SystemExit(message) -def load_checker(): - path = ROOT / "scripts/replay_historical_check.py" - spec = importlib.util.spec_from_file_location("historical_selected_replay_gap_checker", path) +def load_module(path): + spec = importlib.util.spec_from_file_location(path.stem, path) module = importlib.util.module_from_spec(spec) spec.loader.exec_module(module) return module +def checkout_snapshot(snapshot, sources, runner, env): + paths = [runner.canonical_relative_path(row["path"]) for row in sources["files"]] + git = ["git", "-c", "maintenance.auto=false", "-c", "gc.auto=0", + "-c", "core.autocrlf=false"] + subprocess.run([*git, "clone", "--quiet", "--shared", "--no-tags", "--no-checkout", + "--", str(ROOT), str(snapshot)], cwd=ROOT, env=env, check=True) + subprocess.run([*git, "update-ref", "--no-deref", "HEAD", INSPECTED], + cwd=snapshot, env=env, check=True) + # The pinned planner reads omitted manifests from the sparse HEAD/index. + patterns = "".join(f"/{path.as_posix()}\n" for path in paths) + subprocess.run([*git, "sparse-checkout", "set", "--no-cone", "--stdin"], + cwd=snapshot, env=env, input=patterns.encode("utf-8"), check=True) + subprocess.run([*git, "read-tree", "-mu", "HEAD"], cwd=snapshot, env=env, check=True) + for path, row in zip(paths, sources["files"], strict=True): + require(hashlib.sha256((snapshot / path).read_bytes()).hexdigest() == row["sha256"], + "historical checkout source digest changed: " + path.as_posix()) + + def entries(checker): for name, config in checker.CONFIG.items(): for entry in [config, *config.get("additional_inputs", [])]: yield name, entry -def reject(checker, entry): +def reject(root, checker, entry): try: - checker.authenticated_input(ROOT, entry) + checker.authenticated_input(root, entry) except ValueError as exc: return str(exc) raise SystemExit("historical input was admitted: " + entry["path"]) -def main(): - require(not sys.flags.optimize, "assertions must stay enabled") - checker = load_checker() +def check_snapshot(root, env): + checker = load_module(root / "scripts/replay_historical_check.py") selected = [entry for name, entry in entries(checker) if name == "tooling-ledger" and entry["path"] == SELECTED_PATH] require(len(selected) == 1, "selected-result checker overlay is not unique") @@ -94,7 +112,7 @@ def main(): require(entry["accepted_live_sha256"] == [SELECTED_ACCEPTED], "accepted selected-checker successors changed") frozen = (checker.INPUTS / entry["input"]).read_bytes() - live = (ROOT / SELECTED_PATH).read_bytes() + live = (root / SELECTED_PATH).read_bytes() require(hashlib.sha256(frozen).hexdigest() == SELECTED_PIN, "frozen selected checker bytes changed") require(hashlib.sha256(live).hexdigest() == SELECTED_LIVE, "live selected checker digest changed") require(SELECTED_LIVE not in (SELECTED_PIN, SELECTED_ACCEPTED), "live checker was already admitted") @@ -102,7 +120,7 @@ def main(): # live successor, not a broken comparison. require(SELECTED_PIN in (SELECTED_PIN, *entry["accepted_live_sha256"]), "pin membership control failed") - require(reject(checker, entry) == REJECTIONS[SELECTED_PATH][1], + require(reject(root, checker, entry) == REJECTIONS[SELECTED_PATH][1], "selected checker rejection text changed") counts = {path: 0 for path in REJECTIONS} @@ -110,7 +128,7 @@ def main(): for _name, item in entries(checker): if item["path"] not in REJECTIONS: continue - message = reject(checker, item) + message = reject(root, checker, item) counts[item["path"]] += 1 messages.setdefault(item["path"], message) for path, (count, message) in REJECTIONS.items(): @@ -118,20 +136,31 @@ def main(): require(messages[path] == message, "rejection text changed for " + path) require(sum(counts.values()) == 19, "rejection total changed") ci = [item for _name, item in entries(checker) if item["path"] == CI_PATH] - require(len(ci) == 1 and hashlib.sha256((ROOT / CI_PATH).read_bytes()).hexdigest() == CI_LIVE, + require(len(ci) == 1 and hashlib.sha256((root / CI_PATH).read_bytes()).hexdigest() == CI_LIVE, "selected CI note digest changed") diff = subprocess.check_output( - ["git", "diff", "--name-only", PARENT, INSPECTED], cwd=ROOT, text=True) + ["git", "diff", "--name-only", PARENT, INSPECTED], cwd=root, env=env, text=True) changed = sorted(name for name in diff.splitlines() if name) require(changed == CHANGED, "inspected commit diff changed") - sys.path.insert(0, str(ROOT / "scripts")) - from research_package import plan_details - details = plan_details(ROOT, set(changed)) + planner = load_module(root / "scripts/research_package.py") + details = planner.plan_details(root, set(changed)) require([row["package"] for row in details] == PLAN_PACKAGES, "helper plan selection changed") matched = {name for row in details for names in row["causes"].values() for name in names} require(sorted(set(changed) - matched) == UNMATCHED, "unmatched plan paths changed") - require(plan_details(ROOT, set()) == [], "empty change set selected a package") + require(planner.plan_details(root, set()) == [], "empty change set selected a package") + + +def main(): + require(not sys.flags.optimize, "assertions must stay enabled") + sources = json.loads(Path(__file__).with_name("SOURCES.json").read_bytes()) + require(sources["base_commit"] == INSPECTED, "historical checkout base changed") + runner = load_module(ROOT / "scripts/research_package.py") + env = runner.git_source_env() + with tempfile.TemporaryDirectory(prefix="historical-selected-replay-") as temporary: + snapshot = Path(temporary) / "snapshot" + checkout_snapshot(snapshot, sources, runner, env) + check_snapshot(snapshot, env) print("PASS_HISTORICAL_SELECTED_REPLAY_GAP") print("selected_checker_live=" + SELECTED_LIVE) print("rejections=19 distinct_paths=7 plan_packages=9")