From bdf59f7af8049ef226e3c68ee730c2ac12d8a421 Mon Sep 17 00:00:00 2001 From: Ali Romman <226877337+aliromman@users.noreply.github.com> Date: Sun, 25 Oct 2026 21:35:08 -0500 Subject: [PATCH 1/2] Compose paid A2 and helper cleanup at conditional kappa 0.00310644469 --- .../.gitattributes | 1 + research/p104-a2-cleanup-composition/NOTICE | 6 + .../PRICING-EDITS.json | 18 + .../p104-a2-cleanup-composition/README.md | 138 +++ .../p104-a2-cleanup-composition/RESULT.json | 922 ++++++++++++++++++ .../SOURCE-CONTEXT.json | 130 +++ .../p104-a2-cleanup-composition/SOURCES.json | 18 + .../p104-a2-cleanup-composition/TASK.json | 100 ++ .../p104-a2-cleanup-composition/VERIFY.json | 34 + .../p104-a2-cleanup-composition/WORD.json.gz | Bin 0 -> 107897 bytes .../p104-a2-cleanup-composition/construct.py | 94 ++ .../inputs/pr5643/INDEPENDENT-AUDIT.md | 74 ++ .../inputs/pr5643/README.md | 163 ++++ .../inputs/pr5643/RESULT.json | 342 +++++++ .../inputs/pr5643/WORD.json.gz | Bin 0 -> 106609 bytes .../inputs/pr5643/construct.py | 64 ++ .../inputs/pr5644/NOTICE | 6 + .../inputs/pr5644/PROOF.md | 136 +++ .../inputs/pr5644/README.md | 121 +++ .../inputs/pr5644/RESULT.json | 680 +++++++++++++ .../inputs/pr5644/SOURCES.json | 34 + .../inputs/pr5644/WITNESS.json | 80 ++ .../inputs/pr5644/WORD.json.gz | Bin 0 -> 107894 bytes .../inputs/pr5644/construct.py | 117 +++ .../inputs/pr5644/inputs/pr5627-source.tar | Bin 0 -> 1648640 bytes .../inputs/pr5644/pricing.py | 174 ++++ .../inputs/pr5644/sources.py | 61 ++ .../p104-a2-cleanup-composition/pricing.py | 174 ++++ .../p104-a2-cleanup-composition/verify.py | 120 +++ 29 files changed, 3807 insertions(+) create mode 100644 research/p104-a2-cleanup-composition/.gitattributes create mode 100644 research/p104-a2-cleanup-composition/NOTICE create mode 100644 research/p104-a2-cleanup-composition/PRICING-EDITS.json create mode 100644 research/p104-a2-cleanup-composition/README.md create mode 100644 research/p104-a2-cleanup-composition/RESULT.json create mode 100644 research/p104-a2-cleanup-composition/SOURCE-CONTEXT.json create mode 100644 research/p104-a2-cleanup-composition/SOURCES.json create mode 100644 research/p104-a2-cleanup-composition/TASK.json create mode 100644 research/p104-a2-cleanup-composition/VERIFY.json create mode 100644 research/p104-a2-cleanup-composition/WORD.json.gz create mode 100644 research/p104-a2-cleanup-composition/construct.py create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5643/INDEPENDENT-AUDIT.md create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5643/README.md create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5643/RESULT.json create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5643/WORD.json.gz create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5643/construct.py create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/NOTICE create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/PROOF.md create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/README.md create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/RESULT.json create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/SOURCES.json create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/WITNESS.json create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/WORD.json.gz create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/construct.py create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/inputs/pr5627-source.tar create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/pricing.py create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5644/sources.py create mode 100644 research/p104-a2-cleanup-composition/pricing.py create mode 100644 research/p104-a2-cleanup-composition/verify.py diff --git a/research/p104-a2-cleanup-composition/.gitattributes b/research/p104-a2-cleanup-composition/.gitattributes new file mode 100644 index 0000000000..8abeb4295b --- /dev/null +++ b/research/p104-a2-cleanup-composition/.gitattributes @@ -0,0 +1 @@ +inputs/** -text diff --git a/research/p104-a2-cleanup-composition/NOTICE b/research/p104-a2-cleanup-composition/NOTICE new file mode 100644 index 0000000000..72a14b3072 --- /dev/null +++ b/research/p104-a2-cleanup-composition/NOTICE @@ -0,0 +1,6 @@ +P104 A2 and helper-cleanup composition. +New composition and checks: Ali Romman with substantial OpenAI Codex assistance, 2026. +Apache-2.0. +The paid A2 witness is by zxv, with the PR3998/4019/4112/4152 lineage. +The helper cleanup and common PR5627 word are by Ali Romman with their retained source authors. +All source files and notices in inputs/ are retained unchanged. See README.md and SOURCE-CONTEXT.json. diff --git a/research/p104-a2-cleanup-composition/PRICING-EDITS.json b/research/p104-a2-cleanup-composition/PRICING-EDITS.json new file mode 100644 index 0000000000..d6ee1b301f --- /dev/null +++ b/research/p104-a2-cleanup-composition/PRICING-EDITS.json @@ -0,0 +1,18 @@ +[ + [ + "Q('.00310626335'), Q('.003106263355')", + "Q('.00310644469'), Q('.003106444692')" + ], + [ + "PREVIOUS = Q('.00310440546')", + "PREVIOUS = Q('.00310626335')" + ], + [ + "'kappa_decimal':'.00310626335'", + "'kappa_decimal':'.00310644469'" + ], + [ + "previous_open_pr5627", + "previous_open_pr5644" + ] +] diff --git a/research/p104-a2-cleanup-composition/README.md b/research/p104-a2-cleanup-composition/README.md new file mode 100644 index 0000000000..895ae580d2 --- /dev/null +++ b/research/p104-a2-cleanup-composition/README.md @@ -0,0 +1,138 @@ +# Complete P104 A2 and helper-cleanup composition + +This construction supports conditional **kappa = 0.00310644469**. It composes +the paid A2 path of PR5643 with the three helper cleanups of PR5644 in one +literal word. The gain over PR5644 is **0.00000018134**. The raw crossing is +strictly between **0.00310644469581 and 0.00310644469582**. This is a complete +conditional construction under the retained five framework assumptions and +helper endpoint contract. It is not a selected-frontier update or independent +scientific acceptance. + +## Exact sources and overlap + +- PR5643, zxv: `a3ff5c628bfc8825553d62d913f3e91f75d6825f`. +- PR5644, Ali Romman: `c5871955d89bf73506fd68b0a5bf1cf2b3153c02`. +- Their common source PR5627: `ed4dc88a09a7d201971f6603b8c2074e95dd9c32`. +- Canonical main base: `df0137efd35e11b4445734bf612bdd4c7ebc330c`, priority 7, + selected conditional kappa 0.00310045. + +SOURCE-CONTEXT.json authenticates every retained source file before imports. +The PR5644 loader authenticates the complete common PR5627 export and each +of its payloads before use. Frozen files and notices stay unchanged. This +package reconstructs both published source words exactly. It then applies +the four published changes in both orders. Both orders produce the same +literal program, not only equal scalar endpoints. + +The live overlap check read the complete open PR/Discussion cache and the +current claims. New internal scalar identities, helper relations, MOVE +scheduling, paid histories, boundary gauges and input quotients remain +outside this scope. This is a four-change integration with a full new bill. +No scope held by another investigation is taken. + +## Composition proof + +The three PR5644 prefix identities restore helpers 291,321,369 to their +original independent input rows at their final charts. Each deletes only +later writes to that helper after its last read. The input preparation, +cut cancellation, dyadic scaling and exact prefix relation are retained. +They remove contacts on main roles 55,49,80, whose H1+H5 paths become H6. +No helper input is identified, erased or removed from the target invoice. +The complete proof and exact witnesses are frozen under inputs/pr5644. + +The PR5643 scalar pair uses A=715, B=388, C=340. Its old operations are +B -= 4A and C += B at chart 825. Its replacement is C -= 4A at 396, +C += B at 825, then B -= 4A at 127. Both give (A,B-4A,C+B-4A) on arbitrary +inputs. The actual nested chart chain is 598<396<825<127, of dimensions +1,3,6,9. Chart 598 has basis [491]. This changes A's two paid ranks from +5,3 to 2,6. The extra ordinary ADD is included in the complete cost. + +The constructor uses unique literal source gates and exact helper anchors. +In the reverse application order, the helper cut is relocated by its unique +anchor and the entire prefix row is checked again. It does not transfer an +old row identity merely by moving its index. All transports are reconstructed +from the scalar contacts, with strict public/owned nesting and source-frame +checks. The resulting two complete programs agree byte for byte after the +same deterministic transport reconstruction. All productive boundaries and +the chronological owned-instruction sequence agree with the common source. + +The combined local paid change from PR5627 is + +``` +-3 H1 + H2 - H3 -4 H5 +4 H6. +``` + +Every productive target is unchanged. The local paid profile is +`{1:2197,2:457,3:493,4:91,5:159,6:22,7:15}`. +The full caller executes the local word 18 times. It retains all 15 thin +query sites, all 3,120 idle jobs and all 12,958 productive targets. It pays +66,492 calls, with rank-mass surplus 760. The gain over PR5644 is the exact +moment change 18*(3^t+5^t-2^t-6^t)>0 for 0 2^26*N^5 avoiding all fixed denominators and rank witnesses" + }, + "outer": { + "functional_checks": { + "actual_new_BIT_stock_sublinear": "871499999999253/875000000000000", + "fixed_halo_explicit_metadata_branch": "67375000000001/875000000000", + "new_BIT_row_stock_sublinear_in_active_group": "3489499999997009/3500000000000000", + "new_semantic_group_guard": "3/3500000000000" + }, + "margins": { + "boundary_algebraic_matrix": "19026973733244563721791/6125000000000000000000000", + "fused_gaussian": "19026973733233691165373/6125000000000000000000000", + "global_coordinate_router": "10872556419/3500000000000", + "group_bit_router": "38053947469967382330743/12250000000000000000000000", + "group_scans": "1749999999999/1750000000000", + "main_transform": "19026973731494563721791/6125000000000000000000000", + "microbox_face_corrections": "67375000000001/875000000000", + "polynomial_products": "3499999999999/3500000000000", + "sparse_union_movement": "2507308223733244563721791/6125000000000000000000000" + }, + "parameters": { + "a": "10872556419/3500000000000", + "b": "543627821/175000000000", + "beta": "3499999999997/3500000000000", + "bit_saving": "17/5000", + "cap_xi": "5569808223731494563721791/6125000000000000000000000", + "complex_uniform_saving": "10872556421/3500000000000", + "d": "1/3500000000000", + "epsilon": "3499999999999/3500000000000", + "kappa": "310644469/100000000000", + "lambda_": "996893555309/1000000000000", + "lambda_prime": "1744563721791/1750000000000", + "layout": "1/3500000000000", + "q": "5436278209/1750000000000", + "r0": "1/35000000000000", + "stop": "1/3500000000000", + "tested_saving": "776611173/250000000000" + }, + "strict_checks": { + "actual_bit_above_effective": "1027443581/3500000000000", + "actual_logarithmic_gamma_guard": "1/3500000000000", + "actual_logarithmic_group_guard": "555191776271130436278209/3062500000000000000000000", + "alpha_logarithm_absorption": "1/35000000000000", + "boundary_algebraic_matrix_above_kappa": "6994563721791/6125000000000000000000000", + "cap_above_band": "2507308223731494563721791/6125000000000000000000000", + "cap_below_cell": "555191776266755436278209/6125000000000000000000000", + "cap_below_phase_cell_power": "6680191776268505436278209/6125000000000000000000000", + "complex_above_effective": "1/3500000000000", + "complex_below_one_over_32": "4925122179/175000000000", + "complex_endpoint": "1/1750000000000", + "epsilon_below_one": "1/3500000000000", + "epsilon_positive": "3499999999999/3500000000000", + "fine_prime_halo_umbrella": "7/2", + "fused_gaussian_above_kappa": "6983691165373/6125000000000000000000000", + "gaussian_above_main": "869563721791/3062500000000000000000000", + "global_coordinate_router_above_kappa": "1/875000000000", + "global_gamma_power_slack": "9/35000000000000", + "group_below_dimension": "1/1750000000000", + "group_bit_router_above_kappa": "17467382330743/12250000000000000000000000", + "group_gauge_power_slack": "555191776271042936278209/3062500000000000000000000", + "group_key_fits_record": "1/1750000000000", + "group_positive": "3499999999997/3500000000000", + "group_scans_above_kappa": "3489127443583/3500000000000", + "halo_covers_generic_inverse_radius": "5", + "improvement_over_user_baseline": "687737135400418148631/500000000000000000000000", + "lambda_above_internal": "1/7000000000000", + "lambda_above_sigma": "3/7000000000000", + "lambda_above_tau": "1/7000000000000", + "lambda_prime_above_lambda": "1/7000000000000", + "lambda_prime_above_leaf": "349456372179/612500000000000000000000", + "leaf_saving_above_effective": "174456372179/612500000000000000000000", + "main_transform_above_kappa": "5244563721791/6125000000000000000000000", + "membership_arithmetic_fits_record": "1/3500000000000", + "microbox_face_corrections_above_kappa": "269489127443589/3500000000000", + "microbox_halo_volume": "276500000000003/3500000000000", + "new_complex_uniform_saving_above_b": "1/3500000000000", + "new_semantic_guard_with_C1_one": "1/3500000000000", + "polynomial_products_above_kappa": "27258808153/27343750000", + "positive_layout_slack": "1/3500000000000", + "q_below_effective": "1/3500000000000", + "q_below_internal": "1/3500000000000", + "q_below_leaf": "349456372179/612500000000000000000000", + "q_positive": "5436278209/1750000000000", + "short_record_fallback": "174456372179/175000000000", + "source_axis_superpolynomial": "1/3500000000000", + "sparse_union_movement_above_kappa": "2488281250006994563721791/6125000000000000000000000", + "stop_below_one": "3499999999999/3500000000000", + "stop_positive": "1/3500000000000", + "strassen_integer_power_gap": "1951441519231", + "support_router_span": "3/3500000000000", + "theta_positive_polynomial_power": "2", + "union_header_fits_record": "3/3500000000000", + "union_tag_work_per_visit_fits_record": "3/3500000000000" + } + }, + "paid": { + "1": 41106, + "16": 416, + "2": 8226, + "24": 416, + "3": 8874, + "32": 416, + "4": 1638, + "40": 416, + "48": 416, + "5": 2862, + "56": 416, + "6": 396, + "64": 416, + "7": 270, + "72": 208 + }, + "paid_calls": 66492, + "previous_open_pr5644": "62125267/20000000000", + "productive_fields": 12958, + "query_shears": 15, + "rank_mass_surplus": 760, + "raw_ceiling": { + "derivative_upper": "-46262147594541099508843083517426769431530571502553738606261941/196159429230833773869868419475239575503198607639501078528", + "interval": [ + "0", + "17/5000" + ] + }, + "raw_headroom": [ + "581/100000000000000", + "291/50000000000000" + ], + "raw_root_interval": [ + "310644469581/100000000000000", + "155322234791/50000000000000" + ], + "relative_gain_percent": "362680/62125267", + "strictification": { + "alpha": { + "lower": "0.999999999996119924430372081140", + "upper": "0.999999999996119924430372081141" + }, + "cutoff": 17, + "delta": { + "lower": "0.967531019709329098832769914879", + "upper": "0.967531019709329098832769914880" + }, + "floor": 18, + "gamma": { + "lower": "0.968151249906008931566993651877", + "upper": "0.968151249906008931566993651878" + }, + "normalized_paid_upper": "1048576000976562501/1048576001073741824", + "power": 1024, + "reserve": "1/1000000000000", + "tail_block": 128, + "tail_decay": "39/40", + "tail_offset": "1/5", + "tested": "776611173/250000000000" + }, + "targets": { + "1": 36, + "145": 208, + "17": 416, + "2": 72, + "25": 416, + "33": 416, + "4": 1638, + "41": 416, + "49": 416, + "5": 108, + "57": 416, + "65": 416, + "7": 90, + "73": 208, + "8": 288, + "9": 7398 + }, + "whole_idle_jobs": 3120 + }, + "controls": { + "extra_target": "Every productive helper has a native target", + "missing_A2_correction": "All public and owned rows", + "missing_central_translation": "Rejected by the complete Laurent endpoint", + "missing_helper_preparation": "All public and owned rows", + "missing_owned_clear": "All public and owned exits", + "unfunded_query": "Complete field and call counts" + }, + "local": { + "endpoint_coefficients": 565504, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "owned_fields": 9, + "owned_lifetimes": 11, + "paid": { + "1": 2197, + "2": 457, + "3": 493, + "4": 91, + "5": 159, + "6": 22, + "7": 15 + }, + "paid_rank_mass": 5986, + "peak_owned_fields": 2, + "public_inputs": 743, + "real_scalar_allowance": 220220 + }, + "native": { + "distinct_maps": 2916, + "helper_normalizers": 1070, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "main_adapters": 208, + "proof": "Every signed Pauli image and exact global phase; frame induction at every positive tensor width", + "recipe_payload_sha256": "4b1cbe1539a57fa2fac54b3d4e7a509bc9fe6cada4ad9f7ce29814f71c4b6760", + "wrong_phase_rejected": true + }, + "physical": { + "central_square_columns": 53248, + "full_calls": 18, + "main_targets": { + "145": 208, + "17": 416, + "25": 416, + "33": 416, + "41": 416, + "49": 416, + "57": 416, + "65": 416, + "73": 208 + }, + "new_paid_jobs": 0, + "physical_contacts": 7488, + "ports": 104, + "route_payload_sha256": "7f4f0ca768ffbc4f93dcff575592c4c67411f46b4289e45b73f715a2ad47b142", + "tensor_rule": "Factorwise native maps; scalar signs stay outside the tensor power.", + "whole_idle_jobs": { + "16": 416, + "24": 416, + "32": 416, + "40": 416, + "48": 416, + "56": 416, + "64": 416, + "72": 208 + }, + "wrapper_sites": [ + 1, + 3, + 5, + 7, + 9, + 11, + 13, + 15, + 17, + 19, + 21, + 23, + 25, + 27, + 29, + 31 + ] + }, + "separate_columns": { + "arithmetic": "Dense integer rows with binary denominators; reverse chronology", + "coefficients": 565504, + "columns": 752 + }, + "source_heads": { + "5643": "a3ff5c628bfc8825553d62d913f3e91f75d6825f", + "5644": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02" + }, + "status": "PASS_P104_A2_CLEANUP_KAPPA_00310644469" +} diff --git a/research/p104-a2-cleanup-composition/SOURCE-CONTEXT.json b/research/p104-a2-cleanup-composition/SOURCE-CONTEXT.json new file mode 100644 index 0000000000..705827a202 --- /dev/null +++ b/research/p104-a2-cleanup-composition/SOURCE-CONTEXT.json @@ -0,0 +1,130 @@ +[ + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/README.md", + "local": "inputs/pr5644/README.md", + "size": 6530, + "sha256": "e7f7f83f70ab231067bcfeadb7a03ecbcb69a18cccff6cf7085ef38c1f46d04a" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/PROOF.md", + "local": "inputs/pr5644/PROOF.md", + "size": 6057, + "sha256": "a599da8788777e8d703665322641ce4be6e025bddf96d79b07c1b7977e72dd50" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/NOTICE", + "local": "inputs/pr5644/NOTICE", + "size": 296, + "sha256": "8ae3e07251d69074dddb5f94688f9d0ffd323214b4e48293c26c2d79b9acffe7" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/SOURCES.json", + "local": "inputs/pr5644/SOURCES.json", + "size": 1384, + "sha256": "bc32dcab5cc31a944c67cb25d59fe5c9822ec4cc397f6179f3349117cbdb9dc7" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/WITNESS.json", + "local": "inputs/pr5644/WITNESS.json", + "size": 1124, + "sha256": "0cf78fcbdb62bd4965536dd7d2f74f96761fcd95b11d750bc68ac81ceb1ec58c" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/WORD.json.gz", + "local": "inputs/pr5644/WORD.json.gz", + "size": 107894, + "sha256": "3f2563d3c98f9d1170a583ba78bf171d5eb24e21976ddb026216bc637fc8a2ad" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/RESULT.json", + "local": "inputs/pr5644/RESULT.json", + "size": 16949, + "sha256": "b4252113207b900c8b853450ba6fdd5c030e563698dd1d90b04f79195ee96699" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/construct.py", + "local": "inputs/pr5644/construct.py", + "size": 5361, + "sha256": "99ff4814b7c106973b149d1d4342c7e4608a027445bf07b19b5364658970099e" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/sources.py", + "local": "inputs/pr5644/sources.py", + "size": 2617, + "sha256": "add4c3a2567a11f36c88bbdd1c4f551044b68141e3faf7053da71b39972e8f41" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/pricing.py", + "local": "inputs/pr5644/pricing.py", + "size": 10149, + "sha256": "1ceef843721af011c3af32b95e20486c3f53ef937489d559bec721c250499801" + }, + { + "pr": 5644, + "commit": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02", + "path": "research/p104-neutral-helper-cleanup/inputs/pr5627-source.tar", + "local": "inputs/pr5644/inputs/pr5627-source.tar", + "size": 1648640, + "sha256": "86c6bb839e14d79175ff8f3ed80b51a02d5c51a04deb0eff7ccea1afbe72923b" + }, + { + "pr": 5643, + "commit": "a3ff5c628bfc8825553d62d913f3e91f75d6825f", + "path": "research/p104-a2-paid-rank-exchange/README.md", + "local": "inputs/pr5643/README.md", + "size": 8494, + "sha256": "619a4260fc29c8163b48eb857e0c9d8f159bdf7964f60fb4d864d52748ec778d" + }, + { + "pr": 5643, + "commit": "a3ff5c628bfc8825553d62d913f3e91f75d6825f", + "path": "research/p104-a2-paid-rank-exchange/INDEPENDENT-AUDIT.md", + "local": "inputs/pr5643/INDEPENDENT-AUDIT.md", + "size": 3888, + "sha256": "7f1395e8610a5ab338c22356fd4c5cc367f6119a6831a3088c807c11c50bf1fe" + }, + { + "pr": 5643, + "commit": "a3ff5c628bfc8825553d62d913f3e91f75d6825f", + "path": "research/p104-a2-paid-rank-exchange/construct.py", + "local": "inputs/pr5643/construct.py", + "size": 3792, + "sha256": "72ec32be21cf1bdb22bd68532947b2cf59625c8150c824ab958c0802aac97218" + }, + { + "pr": 5643, + "commit": "a3ff5c628bfc8825553d62d913f3e91f75d6825f", + "path": "research/p104-a2-paid-rank-exchange/WORD.json.gz", + "local": "inputs/pr5643/WORD.json.gz", + "size": 106609, + "sha256": "b2ab778bdd5d68c62df0b51c12dc33fde93ad89213639a8e7da23e4b9cf6c3dc" + }, + { + "pr": 5643, + "commit": "a3ff5c628bfc8825553d62d913f3e91f75d6825f", + "path": "research/p104-a2-paid-rank-exchange/RESULT.json", + "local": "inputs/pr5643/RESULT.json", + "size": 11753, + "sha256": "aed4423525ee826700104a2b48b30cade77d304db351b13d85f7b6fd96fb8922" + } +] diff --git a/research/p104-a2-cleanup-composition/SOURCES.json b/research/p104-a2-cleanup-composition/SOURCES.json new file mode 100644 index 0000000000..2d7c75517f --- /dev/null +++ b/research/p104-a2-cleanup-composition/SOURCES.json @@ -0,0 +1,18 @@ +{ + "schema_version": 1, + "base_commit": "df0137efd35e11b4445734bf612bdd4c7ebc330c", + "files": [ + { + "path": "certificates/selected-result.json", + "usage": "provenance", + "git_blob": "581f8d87008354eb5b869f7ed9de1317ad837ce8", + "sha256": "2a0220e866417774606e0f991e41b9c1d26b1f43b97857238cf478dbc7d330b5" + }, + { + "path": "docs/research/agent-task-catalog.json", + "usage": "provenance", + "git_blob": "f126dd2e2dad2b669e75d1d0d0bd05c600725602", + "sha256": "f7a48bfa2659b88378282a8eee7d9fe52cdf505594124c4d1686b58510fffd72" + } + ] +} diff --git a/research/p104-a2-cleanup-composition/TASK.json b/research/p104-a2-cleanup-composition/TASK.json new file mode 100644 index 0000000000..21f0923d42 --- /dev/null +++ b/research/p104-a2-cleanup-composition/TASK.json @@ -0,0 +1,100 @@ +{ + "schema_version": 1, + "task_id": "independent-moment", + "priority_revision": 7, + "base_commit": "df0137efd35e11b4445734bf612bdd4c7ebc330c", + "original_card": { + "id": "independent-moment", + "question": "Does a new paid-profile or mixture-ceiling claim have independent source-bound coverage of its actual changed ledger?", + "starting_points": [ + "docs/research/research-family-status.md", + "certificates/selected-result.json", + "research/staged544-mixed-fourth-entry/README.md", + "research/staged-fourth-mixture-ceiling/README.md", + "research/r437-two-window-carrier/README.md" + ], + "methods": [ + "Independently reconstruct one changed paid ledger or pooled dual with exact source and model binding.", + "Check a genuinely uncovered moment implication with a different enclosure method and semantic controls." + ], + "acceptance_gate": "Demonstrate independence, source binding, positive cases and semantic failure controls. Name the existing checks and the missing coverage. More digits or another equivalent evaluation of an unchanged root is not by itself new verification coverage.", + "first_step": { + "command": [ + "python3", + "-B", + "scripts/research_baseline.py" + ], + "expected": "PASS_RESEARCH_BASELINE_BINDINGS_ONLY", + "inspect": "Choose one uncovered implication in #4088 literal mixed fill, #4091 pooled dual/model binding or #4067 changed frame/host bill. #4091 pins an earlier #4088 head: validate word, capacity and stock equivalence before applying that ceiling to the later fill.", + "scope": "Source-binding orientation only; no scientific replay, theorem acceptance or supplier admission. Budget any heavy replay separately." + }, + "first_experiment": "Independently reconstruct one changed ledger or pooled certificate with a positive case and a semantic failure control. Compare exact sources and name what existing checks miss. Keep this separate from supplier-boundary-audit (ordinary/outer dispatch) and uniform-transfer-audit (all-size proof). Stop after the chosen implication; more digits of an unchanged root are not additional mechanism coverage.", + "bottleneck_link": "Independent pricing prevents unsupported frontier claims and can reveal genuine accounting slack.", + "allowed_variations": [ + "Reconstruct either a source ledger or a numeric enclosure with a different method." + ], + "scope_change_triggers": [ + "Importing the primary function and calling its output independent verification.", + "Calling an aggregate histogram or source archive an independently accepted physical supplier." + ], + "overlap_terms": [ + "independent moment", + "rank histogram", + "exact enclosure", + "2979", + "rank7 joint endframes", + "paired extraction", + "joint lowering", + "4088", + "4091", + "4067", + "staged544-mixed-fourth-entry", + "staged-fourth-mixture-ceiling", + "r437-two-window-carrier" + ], + "existing_checks": [ + { + "scope": "PR #4088: mixed local/owner/phase ledger and moment reported.", + "evidence": "research/staged544-mixed-fourth-entry/README.md", + "remaining": "Independent binding of changed construction to paid histogram, distinct from full admission.", + "status": "author-checked", + "source_commit": "72d7efc181edb21806a878f174847c96dd410ab0", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129" + }, + { + "scope": "PR #4091: sharp pooled ceiling proposed for fixed THREE/FOUR words and inventory.", + "evidence": "research/staged-fourth-mixture-ceiling/README.md", + "remaining": "Validate dual, exhaustive pattern scope and exact source equivalence before applying to newer fills.", + "status": "author-checked", + "source_commit": "a29bdd8f56cd18b805917775cdec09ff935eddc4", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129" + }, + { + "scope": "PR #4067: paid (2,2) to (1,3) exchange and fixed OQ4 host reported.", + "evidence": "research/r437-two-window-carrier/README.md", + "remaining": "Independent full cost delta; remaining caller/precision/stock obligations are separate.", + "status": "author-checked", + "source_commit": "a95f11c52e3ca1e4c5171b3c20d8f4b0815aee2e", + "selected_record_sha256": "bb2eaa58647b353f88d0aec2eafb9d30df1be53589231b23e12ceef3e4bad129" + } + ] + }, + "scope_status": "refined", + "actual_scope": "Compose the published PR5643 paid A2 change with PR5644 helper cleanup in one fully priced word.", + "scope_change_reason": "The two published mechanisms share PR5627 but do not supply their common chronological word or complete invoice.", + "bottleneck_link": "The composition preserves all target credit and makes a further strict reduction in the complete paid Gaussian moment.", + "budget_minutes": 120, + "stop_rule": "Stop after the exact four-change composition, both-order identity, all-column/native/caller and complete cost checks. Do not search new motifs or take active scopes.", + "outcome": "completed", + "evidence": "WORD.json.gz, RESULT.json, construct.py and verify.py; conditional kappa .00310644469 under source assumptions.", + "author": "Ali Romman with substantial OpenAI Codex assistance", + "ai_assistance": "Substantial OpenAI Codex assistance for construction, verification, prose and publication. No subagents or independent human review.", + "open_questions": [ + { + "question": "Does independent scientific review accept the exact common word and complete bound?", + "why_it_matters": "Author checks are not scientific admission or a selected-frontier update.", + "first_step": "Inspect both literal application orders and replay the complete verifier.", + "blocked_by": "No technical blocker; the five framework assumptions and helper endpoint contract remain." + } + ] +} diff --git a/research/p104-a2-cleanup-composition/VERIFY.json b/research/p104-a2-cleanup-composition/VERIFY.json new file mode 100644 index 0000000000..487e3fc5e2 --- /dev/null +++ b/research/p104-a2-cleanup-composition/VERIFY.json @@ -0,0 +1,34 @@ +{ + "schema_version": 1, + "status": "ready", + "python": "3.12", + "requirements": [], + "inputs": [], + "commands": [ + { + "argv": [ + "{python}", + "-I", + "-W", + "error", + "-B", + "{package}/verify.py" + ], + "timeout_seconds": 600, + "checks": "Both composition orders, both exact source words, all columns/native phases, full caller, two rational moments, complete compiler/outer costs and corruption controls." + }, + { + "argv": [ + "{python}", + "-I", + "-O", + "-W", + "error", + "-B", + "{package}/verify.py" + ], + "timeout_seconds": 600, + "checks": "Both composition orders, both exact source words, all columns/native phases, full caller, two rational moments, complete compiler/outer costs and corruption controls." + } + ] +} diff --git a/research/p104-a2-cleanup-composition/WORD.json.gz b/research/p104-a2-cleanup-composition/WORD.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..c4338a6153a57841c6510b0b990742e822ab1f2d GIT binary patch literal 107897 zcmZs?1z1~6(=d#d7N=-&EADQ^-Q8V-I}{C4ptwV!xVyVkDDLi*BEf=N&_DP6e9!yI z_2-(*j_sV?J-d5m=Okp&?_vJ=z+sA^_kjjhup}mi9F9Z6oDt-ICtz_-5tt)oB&pW_py5ZZ_q$x5RD|vq43ZyVcWDQ~w=$4e4 zJmJJ4IC@Imm^`5jC8{=aC&*~4vzu;cM3rAY8YeUqA#tFkSp z`5b8-1#Q>m)|J8o_>0+zzZE91pnqvhIIlhW!8lU#0Pk)~N5>9q zsG{m1rNm@KEo0el4AJ*xm;29b!?`r`R8c5-`w!caObHOZ*y$=MG3={IONpdI@tw`yut%M4_j%o& zPZo=neu97AB?J2VA-lEAk{LQcsN7<}93mGYPk-#NpYx=Sp8F^J-%dkaTU~D$-hUzs zN|;6xADPB*yP*YMXrWy8%P<=&b*JxCvL5FK)G`0HL(&`U%!kq!21@*-J(dq;2XO;3 z+;2DVT7#tt0kO~SnWVmhgZLJcpPuuon_)yo*u^05ouy3vn8ZVmecIejDR)}4ccmuJ zQD!O{KN$8ptErLn61^>Wv<98+o%sxJH^wg3F+)NFs`K32vy^)zTJ9druK>Wu-$wGU zjjS~BGa{G2zeciqg~hP)1IGwDqx^AQmnCp7)n<*bdYS7P|5k+UU8pJj?ia?rt=?8{ z_C0H4Oj+X3O!ri5q9qT7AVqsxbVkZjRh-v-z=<%o~WHD?kCF23h zs3^HN^XhQ^a}l3!ho-M+fnva2(YKVh=v>dNtrsr`$o9jY$Pjuw=Fnx>HfL`)(#e;F zEyntQDv@2C{1J?^uphkyBGDUXDC;cdj#P&rffY-wo{5<8sIuJS+xd+ovMwbOh}c^_ zEDu?V3GUmIn3nWzZ35A_7nLOh5bS-}sj&Ub`=Ij2v zinJ~MxKwb`OD6j%@ZH2iBZe2pO}CQnorDuqSMmMI{t=I$iM>&oB*EOi%@FmTr756h z^?u7mKxkl><30~qCj?(HKHI>Pnmlm5d_AzTq|7`k%u{CqoPL76nM3DndPLe8CHKb; zU?%Um>po(kAn}oEWF?z!=NH+uV13s2YaL*~<+D#c$`VHJ z_|rp*TY#%YIu{w@P_M};Z9nhp<2}Xzet+dRnJnju)$Cz6mCfEMG2lz!)UW-s$HIV@ z$Mr|Yz)yvy9N$eWQWik#BCilOpHv*7=}$Jx!`orQz1x)jsw&nPw zB_iGF>&s5W-cOKsh8P=uv&)UNcS$L!bN5HmLw9E5*MpN*Ri)+aGy`DV&~N(izTK{7 z8?j1^)t70yU7GliGhiV7uajI8GGP59!=anvbnzd(BlFAC>DqZdbk9{Acwu|v-nYjC z)tpqJ?Xz86`cJKJXSJ7{!t!4k4+D2!P|i)h+UGv6qTN8h@1!D-s9XOvRJE0EF2tXHaN#f}Vg579H&TB7GjS@MmSO5?ucOoc#I0S7 zhablS1BCS`Djr^bAH3X0?_0jr8Rn+!UPrS<3|+FEX;iiLd*D7N2mv1`AZCxR1JSm+ z^e<=feoHawYItHl=k=r2T-Tf!uNrWczXaiH>3ZKML7p$I&JcTT_9xTh#sd3IOmg3z zUmv4ab=0Dl4GqT?dV8&9pY=^>K&Rclj1|kZjJo(J+Rr_xOFAbdG8!B57Km`Qtit@0 zH^Vyg&QJHs@y|?W*W0X*rQhO3y7<1Cc^VL&EOYyxSUBINH++qMsGhFN^>T<@4tz@N6jOZJS9WR~8ZI)lOwq_r5rD-)Lcx3=w9G1nJ5JKI(PuYP|A zL?GTzdvE@|gY9p3L#mlWCRnx<-g8a?zMyXW&l7hI6kB1cwcXC zI`Vnfo%B56x;reJDCOcTVA%J-^vJKmpOw^8?Uq*y8`q$~Qj88xmvXQ<(YycE0r8CD z*$t*@@}y!z|KYs(fiav6WuK>uEN;4)_Su6hrV|?oIK6``s3hj3J*9dwFFUG~gzB}# zwgt#_So*4*tOEllAD2&0_r2=Z7Za)AaIhaekd|rv*=N1`_%~<$`!-sw{#O%l2#uj!_Ry{*{$^5QjfQV z{*NEy{K5iWt~b>|A?{QAw1HQ!F9&E=IptsZDSJ0!-M{!bdKnM-x5vy{rJAsa`5k=C8rPLL%pUoeR0Hhk?O2+4Z7=P@ zm}gR}Y5K8jvz*%_;y2jwc4Ks|lhWz$|MkUIBPNLs@Ao)?m3`oE<2sWmyiUN<5XJL4M&YoO zM`sfA_OWTPvQb<`Jj55hLgv0jaP#;|B?9p)WWLtFXWZ&_2j0Y}e$2S}Y~F?GHjGII z)E-r|2)b`o8yS`%O=3klemoE)@EtA|Uj5RpY88gyp_%ld9p@*dN#noRY_2tI= zA#Un5q;{>UWT%M%7`*-A>#ed*=i93AjD1AX5&@YALVn#N(yY+wqF3%FCzXhj8;?G< z#1>h6?c{jn!$B_lvWm1>>IUPf&xJiYs0sbS=-Q2YBeP{Yamys<9JjaU`$_IcVEIZS znT0?7j*UuN5*i5Zat^5$Bi+2hM0>y@eDlEMjT-MBJFTJ!s2vQe8ToYRZP+PmFtL5(s1VBzb%< zFf7j)tGq$rYM1rg^x+}Tf7r(uZj{kfT&)KnX z>i9ii5cn(3;L}~LW;kv84i#12)(8#A?2|CnwvxY|-+c8|+~~oxO)h^@(nPU9R?t#mE%%zTkXa+Y61%1U!O?U}d_yt-#MEa<0y2 zAND4y1SZRqfn_~Lr_-Nehj;wnz*dio&piH1W2xKYOO9<>d$nUm3g_dynXI(q!-Owi z?dDrM%Yn*m`(&T$`TVJUmTXX-vU~W#{P_j8KuT$B+rlf5*7WHc!rI@!`OYP_M*APB zwv{*4ASNKcY0Ur&#k?D3r^-MfMj}5ZQ67#$~hU z3lqHz#8Aihn!99qzQbFAW%&AvJoY5VuVl?e*WEV8H3g)Z1NZrtaC=r^qb|^h2B%f zCywRq6~X`=-#((wgYk$970zz1Gonle(@2v$8-d(c-z0prVn)Pm)t_J=A+Volyk5%xUN%TrQRo|A4)G%!a zDu>Cq{1Y^Unf$yd=P82dztY~S1F=W*%^-NOkJ%L1T|!~4I$bJ##DbiiU))hv)`m5_ zkp?!|D7=QRjd$<{9Qv=V-v7O@7b5NLuT3|5z+&=ia2_8AHLouF|6Y00!Mq#){py$Z z=ZP!W+A-JXL+@1j{pfGBN1uz!<#9GI?UyqG1%uS97uUR6|JXpb>sl%{gB20#H|2Nq zx%GMQQhx2ckIq5IXG}iCPwooM^V0E#+f6^QvmDP2Ap!yqu|4Rdckw^KuY+SCm?u|l zf2W(?dF&zkTId-o7ilxEcDHE%zQ_iV4K8@!-sFm8@^OO&EO_3~3Y=NyIsAEk4|m;- zy&>6s9jJ1{9Vfyot$^L~q72&f6rJ^{;*6JW{o#&jL;GBB5*OqO@ z-93@UO;Y=kcunZEXhYOA&J!1bGr8`*WV>fJ&XD;qvd)gnRD%0Y5J9F_&455B>h(Y>2zu+=DNXCL zq>#b#WwWPNM{^kp$8pbsj_>?A>GhX(MJ3qnbCO+Kxrvx1FjrC%#&dcBK3UTT6N z0|ZYw3#_p-K%J3ibvGigzOXuT;Inmaz)gmW3+soUi9P(^&;=(`uN%g*V!*rgyjUlK zc$eLBFMz+*`>Rou0k==Bv=>kB+G&L@5=S3TZ`K3_DQmE|-`{?-tl7(7HMJsHd3kN< z8PINmf+dg6!WFqX7iw`L<5hZy z@4V=iVSe=y{EPilsh8@|)pfhD^9{kNMz42N@vA?=nTg4{d1RpA=(^xF@a~S$>EZEO zkfts34i|4iWS33ccv$Bo5NUEd;pJTgUekxCjmJ_n@2Yk2dlim!>o>qpy#U;*& z9*?=*<>v*SqwdBGk_%F53kT4WJ>)Ul+t#LGjYkJ!5rLFb(BPcP`|O81>20;;>)lA1 z;y4)K-8~+6zs}s|mNP~DaE-hTO>zRC&fj=)Qus5Jvq>3cvm3wYkLqNk&(U8Ow#VxE z#Fm>R-hG&~sHRWbfSe9;ygT@b{iQ{@bjICPCAp~TxxE2r6xnr(IuA=2Ah;BnKwR^u zY$T&PfHWgU>b!~bBq}3|W(Tq~0$CV=%#A>1Mj+GfA9J)p8PaY7oKunBURQRtEj(by zqo|gRZN}b;+AoSGX7%p40yh;P(6wFz=xsV4-#GV8M8x>3-|O4+*PR#0+x2c({67jEZa3h|)hooGlQnqd z`75t<;6L0e%~5Xcv_n^*&znDR_Yu@NxO+SP1UmU?RW-p9=fJ3OhFHN33Y1Cb0I z?aN+BV!3SdUn2Bvj()tBc!W&q`RMvNne26+GvrJ)>G@R1tMI#i(BWyK{bpq4@U%_a;j+DlUdTrd-tx%Ks0CYd@}7J;orhb1WE@?ULTQuQVn@& z@@Hj#6j=Ul627W&di*)7Ab^;aWGQQ$d*Ck(9* zwGK}A-Dz9h^E`QoHF~rF?U=Rb?Z7fE5Q0d%2-llm2skWxtPbj=Y;-q5J2XJAd^vcC z=9bb{PY+2+p&qw&dEa6Cl@5AnKCq)3MK*0fItVQfVX`s`wdDdfb`2%iRcl~9I4R%y zu!jB~d5XAG(%C*#5mdQWFPIn2K13%*@Pdo&E9hVSgYq2GC4>vH)%abTdkk6l+nM&0 z@c^L}#+Iw!*!|u;G4qdCLJ zMLogakTdbX3WL9ETSfun^1&}sCHy9Xf9>Y~ECbqSNPfU(d8HsA1+)49+29=*PpW+- zUFXen?;eH_Dt21ab=O&@+D!z5s{d|_(ZK4E70d|7(a;m$5&{~fP?b>*a7j#qoM%3|% zj>RAu*ptrk0Tic?nbV0P$Jaoe<(xk*pzL8X{LD2KerEgAL~VXTb$P{KIM7CXueb-n zNFk}J?cggQuAC;1D08YM(=Ex$XhWUUpvnQ)WFw*LrxdolRFkD1&q9u3^O9SLY~U79Zn?2OZiUl(vLG&@%9C0qvj=1b4k?enGsl`E(rro#F~!W zmG34hGH^a;j@K@FqZD`4W(};Jbo9PtmKapfjITY8&!tY4?Nv5t2dvNfoH5>M(2%+5 zPLjvV0YrqX^~y&Y%y}I10UH5kc3-zyYu?MDGe;7}+H^}2fr{22isX~*L=b4ywg`Rr z750BNYWF}|;94xj2M*Q&Yxp!3SytUw-0xews&S0hVdnP)xnwBJ5uW>VqF@X1Qt&pqGe+$_$ z9#FhbN>V#HmMgJ5)t9#Aoahrxl8Ou%Pf_&%L@1xk*uozU<<7=}Hwfw!F&rzc9l7@M znkZE&gF8c ztuKa2)bjd$MTm;zd3R)ricRLhFEt)cQ-C%$v8bc^FQaokrL<{E^*9!S2>dOYTI0H6 zL&zN3%(9Drd5=OFlqxSXICH3rDwgu>&?=TZ77w(&?IkARLBIHz>Lj8=kCo;=Xb6lP z=Qtc55U#nf`ikh@Bnj|Gp$9d0quR!%!BUwWq7%%(*6A?$n&{kI85>qK{Z(~LU-EF> z975N+7AempG^p`2sQ6{tw*6;Vud^EnnfW3x8dRJxTl6tXBS4R1BGar5_3rO^gc!~e zZt9g0!6}|iRGM8v5s@Ur$_Qj_S&?x??(9Cz}1g0? z6a!AleTG=eax$lq6m2y3U1X@d%MZGgK}S`YA8r$ zN?hZF5|kt>63}VY0-Hy$3@MTfqKUPd%Mv+19aJz@7wc38a&PL^Syf?nRIZWe_8;jq z&pSg`W+s5STco;#XfBVUUrfIrqI;4%3l@aA8%Sn4`m2d_Sba4yu89j!4K87X>D-b_ zgHArUSjM{T6P@aI20#sRW~JSvmLSu`98kX>2#wA>k|Og_S2?sQXXHw(*AsFE8MvJh zCk>jts@LrGiruR74A=9S8odDHRU~s9_7P5hN-VsUhVW?zy2xCZ<&LmrbDM7DB8c?g zr3on6B*7|B0GHl5!FMl-);1UHey%=5#`$vhlLt;e(UWm*d|Q!F5ABYBGSAv~oMZHk zsHOzhYyM{i4X+lOCIB9H%~WTxVxwW>ehjQD4yZk1)(M?4o?mMot=_hz)9*c|dH1s* zSPAQIbhv}>&+VoyM^h56I`o3JmxqWElhBdvA`R|C-K+}3ULI_sIEnL-OfM%Dj-4=D z%$zI_x#$ABJfjsf!xgo)K;2`@tdeBcOo?0pO@q!lqP99BzSN&5OLJ%7lGr$!P!}X+MHXPpNKMiR+%G($ErDmF=^FpKZ z6!67V!9VMdeYK2g8BVmCPqoH$n*EhzR63_T&V1iCJRdp+q>yet*zm|IE-(LSQ0nU}F9YC45XM z>`;FZcDn_Y*k;oXThX#*(6S|1CG9PPD>$coHAbGC_)!HJ5kHebqwr_G%lugngMh+ znv?2+Vl*8X6@)>x7IWo99Dvc7$d$i;dJDA zv2sB=&xpF1le!oiN4pN~hgsc_s*x%*R=2S>FQX)_k#hwBnrxzRwxQoWV2Zqg6KPVvO1K_UC=KTsS{qJd z2wGUhpN*OkaAj44sd?8SBUi6ERG}$XF^}Ig)2+)y!;vj(L_`1H*-vz}%4*jf65^DJ z1^fcw=5G7pk_wqSCLzERUNX9Z(ws78$P!CjJONh z6`Gb@J~>c=q}fw`mdBQzvRrKr{m~-lVR#Alt+MZ}qFhZ5{pj5^M>6AplDAlTc#%ek zW&2h!Q>T*PS8?fCN4>K_cZL~9#0sOlH7T9-pot$wJV^FnyfX3hA+%LSj=X`N-Xn z?;MR>5^413;RLrb>(iMSqkTYl40;G4&W#wg{X`C)(Cv`sQ-@q%n=E{$<)N=VBQ4ry z0=&MxsJ$&bWiTuj?{TD0?PMxlwJb-oVVfb)Fq>rTk*5>2brmtAEThNOIklyk`aE5T zM^kS6hv*OjM+oJlexh}Nk;;_1y-oG8`>Yl2s55qW8>_p@-#Boaem&TEEN<^)?^)- zUoG3~5*>-0^!)Sk(W_&&7)K>vQnPALIC;T(q;r!($9AN*p4*pRq^lB--YQ;#UDpMQjDVm zPv+*ONzd}{?fl!*$tOv^$FxqBwsIpGq;pEWj5)dAkk0y86 z_BB9f4b^BBHDI%-aq;I}g42@E;`ue3Kc3r^LDA3Sd#;o$3#06&)JCBqBL39C+*UG6 z_Ot^H2c=a7t=M9pQDwXiDyLuC7UlE-T+SmS=0=%11-#9?nihdRxro#HWOHaLR_lYw z1LmX<=vc04R4cf0#_66Mq)uv8=i1ehoDmZ}s#P-GuZ>M(p3!03Z*~PJLp~+>I)ej< zrc2KDDK?Fh(m6LM=By~?*F?Ei)htmx&t6LF*h z^q5MlBmH2+71%B>J-FgPw`ZDu0DA<45lSH z^9XB(^hMSgRF3NONklp$A*`apE&5co!%lUzzft1c(txCJzC?l3K5<_*=`U3AIgVXW#gAnDA66Z`C6ya=e z_=pmHIo3F`&+H`wHmtn2}6-PV$Z=`ItyeDD58NF-|dXX9Zd-XywJ3d)3U@#r8gbjyF z9nvP5Hd6vPbRp(No@mWAiA&sb9pU=R zs{ag%Ai2x{`q(VnLWi{evh2wkEG*P82xx`E17=sUn5H0wpAegy z0Fy%ox+O3p%0zSFoCf8^li=L2bKsoj{qI^0IH=5s|8>y-H7bJ|-Ln5HmQd&)QDpETmbFEnGQFDnlVX2*F8 zke+)8Y#oKVarukJh3{S}m+oc@iy8=KpLqyv9>F&?W6UiH%NjhvID$i=%*>Kh?rtOwg<5mS%=)KRvjU6(Jjy8~hGtE4sxB>R>Git`p`jn2QdmzPQJb5jE^_CR>hnd$~f@s<+ef*I6+lVATEyeNS0B zuW&Ou7!YqSrw#emf}v>p6jni9BT6*qm7ooHLM%`eUuUf&x0P8aZ{QeUpMeuEM;(Sy zqsa&3A4*m5qAGu^`ipK>t%+V@)c zZPY>oyQi>^+eu}S$Q&%G1Ox9=*8=kqXVHrZC$*qP@*n3V)1VSA)|8gqyoEcINlAHy zCTJPuNS>6eZN|eaCyWEP2Wo(<#ZL)!aE-0(1mh{*>To>EP(_|Kk54ph6funq%U^b_c%n zec?{D6`NMEr&CdAoI&Xj=G$#ri|O0qbLIlKryGBr(vXp9=h`dJN#aeV3X4fah@8bSPt(fsa1SPG>_rDB8VN+RN|lc z#8rD2ge3o>Egzze!l6xi0aI>M1l3X0N#uuXRcivId|Y87_{saFIk+pP=)4LrK2*ps2YelW-v%B6*KR-4Rc|6M*pHoJ!V%OzhXw`;VJ4 zn5MKYsuD9*9GP0`i>yr)@^GNwq8hnk1EJ2PRTNF4ok)i4?iqv_lvMq;g@2yTo;f)d z|AIzN4iupDfAD{V|6%`6xk5I{kIq4lvrLV%OpAXpl=vSSD*2Caek!0q8qFb0G;>Ve z21yoM`Fw+R4Y}Z53=xy!T0F48&5zVndaghrb^RK~mg5-glSl0`CaVt}SH3a|fcB?J zhVCyI|GW89HAoLXPQ>h(W~7VkBo#Fuf51a0Pdq;~kYh?dyor*zWF+}r>w(kzSMAw1 z2(J>!wmx!9)$0p+$`>)*u^Oar4JTq-C-M;!@KqfZYknkj9$DyCNOr1rG(GA_@8tc9 zl?b8hA{8CA4s#`+XU@+EVNLhL4&gZ{qe1t}ETC`gs_Pj@iK{-OTE z|3`s7)aSzS?w#XzB&UDD@%#VsN85&Bg|WtnQ5x}`n2fTZ`>O9>$onsb5-#tpFiKVL z{v(2_|3`;#pMM&3mwzf|aC+&x^mSgccHj@Pr+D$QkZL}3pk@C#H#pEGTS=l6&^2^X zn08IIqOeiWdzn-Z{;>KbU9)nHCgrp;W@p2_HN1Tf7@pEUKv&tv z5J(ld(0uLFfP^almto`Bqmd0GoU{s{1J0mq!TvJrA-lk%o7kT#n~`>J=VEH^Z(<-h za696w^!=>Pgaf+jQ%9O?7jyUdlj2@yexs59Q1;L#^Bd_4Ltw}On_e-1lH2^^% z=uwYPUHYiUNlJ|&EJ@a?=!pi8K2e=+w1&t6u~-xNs3&^A_OpK83@UdjieEvoV0YT~ z7pwdZoJ0KfM;iTrd3(f74ebh>VyAL8fql44h+!c-EF;hVj@_2IT{IPi zqzt}XJsE|Wd=5I&T8kK%qnwww@AY zO(eh|@BE-zg-`HEo2tD$)g9goGlwyjF zI!*nS6lD|gsS4vrsM*{DEILyv9`{S0-7h39>@Q`Re~fR!=KgrI;1d4&XiMdjs};mG zTiaIx!W7IHMN;iR zgx5M(!dr1vQEf+ruR`ESk_9)bsGgO;JHQ;{Ly#RxXn*9FxV3Jev?2PzwweYlNc)Ox zpnxObQ(5`amUp%N)}ms|a=$XC2d0#5+}?>3t&7%kKL!J&nvyl)*L_UwQBO^VjT10@ z5ahv3Mq$}CU-)R#y6(tD+Z9`%kj)XjD47w}m|ECuXf+w*rSZuSqOus>YDU`40~nWD z3pCOAdG|IF+=m~>Cfx@n-3uq(=Y1W6S4Q9!Qh$P^e}cmQ#U-A9;mRRq*BgL;!R30R zN!W-ymU~5rckN%;5aMn7U>*_{&gPIqJ=@sPbNV*qS0 zQkp=SyXCiK=kq26#w7Fdg`?%hkrpJBBy|PDY0C3{1m>#3-kcnnWJHrH`;v~aJ!#r= zk32-{IAte~3uRUp%yNO^zmZHMz+zJqEE5-j_ z%=1HsWAAh?#~AQg-Qg9Tv3knsMsnJVW^L9lM5pD;tk*WSWaSsNrZw!Y25_YD>fKFN zCl+~<^^b|i43KEPdlfOl9A+BnVHlpdVPZ<=DBzY?UwncvcqRN1V&oWc(ySod zB1V2t@1Gm_3d6k%yAXq<%1J6Z>G3}diRk42rGYZ@|37BXI{z_K{EvhGn0=_A`g*bV z7j9qdHj?lX+_xM#SDv_6!FP}x9dS^J5%McK24zB0PmaSA&Rw`tHpK_VN{(7> zw6C=5gy*kaTE6lFid#=4`4z!ff@&+da^YXKxiZGYp3{k3t3WoD9 z`gEz848dp+=$>FTrm1)PeBjF32V|CRGYrO;XI7IfQcq<4;IM+3hQFZdxo-L6cZ||t#Evmson6~I5&ll0`r|jGODj3fp_u%d$ zag+kPA9xetej-P-(Adr%QFWaHF{d6w740p=OE!P6&TaK$(n2|!RgFZuVq|X`VAj8% zJc#!NPgjiE5ff)@hap`(y~qc~R*qbKbg;Eg7jDx)_8xDp8`0A_-(CKO%_I*kyw!i? zmF_0tMeVRoO-xB!HW_!$5|LXkA6sHyoiAy@_NyS8^Dz4{TNgO*R@vyZtuLe~R@N4+ zht&&*E=EFu&H2xYN`LZ~{isSi4@|p-sIt)s!h&N!R6n)^?3e_8$@MNi^u%hsxN*tw zTQs8)+wOx}%2O@*ZV_0 z#FufKJ%Ozy_!5SPDc`d_6PpA00gzeSN>~!33&5N|M2v_On5*c%7H524JZ(-`{C)p< zBa5{!rU-EsIc7frxe2ozOE=Ov{R1{m;rO3r<2;IObpJ*1tnD6Kv18Q=!$|j%m;*)9 zgD`6&5}(FE8jNdkl81_BzT|X1)pi1#sQGH=0#}W$75(gK0^nIiZ^~~`9fl{qmG0*nf^TC%<6q?#KD{hvA{u)8N zNSb^S4Z@)mr2A96_-{-~x)c*mH1`2h1fS6(W}e|Kaz&9ieQTJex>%~_;f-<$5fu#` z^bd!7q(%U$p&GFxXeqt$oxNEE@JoEPD~!ubOiB0f@0B9H9s)o%>URaR(!17ExcV2A zG0n1UWK@EHY9E%eY!q9N_*#3O7mLS{4~q+~6^o0NbI^)Au9f;HfltJvD1$lnbQ*=y z4t2i{B_!JO_|-y9dZg;*#XfeKKi$_6H0%F zv(beVht;e8uU^fymMb>RjMYLD)mlTY93IjH{8XsfSkhDPC2YQ_QTlMmQmcedy{EDn z%;qZT^TOOt`;H@JN1b#dMes;@+HT`C-AemW?)(|dZ$T@H*+!hv_l`0Z{$29c29eX5 z(spi(DD7Mf-1ugLM@$YmYMojx z@9DL47&_IQSoiV!Io&x@M2Yy2M4A4XLeo7pwi`Nv;tV8YMy{_oF+#{*M}A7kyT76N zrDbLt=o<#k4_RjX2=O6b@Qc6@JpEqJn!r3ZcMpz0Xf`+P1JmF#s+#WA4WezS7lMc^ zt%$75e=*Xob-o?d{4B=YD8}6XgLkl6!@K|=z(_}XNJqX;+qO^Ju20)XOD#(~OD!-N z_3-5rd+$A9Z1Z`NGKj0^UwbuvNu7A`%H^?DB2WDkzb^UHr6xTBMNoy8zDgi5xW*atVL0}=q8AYtwJb@O2k@PODwh3zExXW zZ7oGNl(rPzKmA|Y&-eHJ{onU_pZ9srojd2unR8}xa%Rq*ncP%x<`?i_I<7^J8lNR7 z;ZB!Nc9#IlHD;BbY9~57{`EBxe{Le`K|4CmD9B`N|;Qlg8+MTsjR$-grUw$q`rdgz#WjqhQqHhWVL*@%0<1MF8hXNs;Z?Ib@FbSOsb+pG#9Yc3Z(mku^Y8Z zCw)*S9l9+5Rll()VewkRV&%Wmbc)L-Qd0)NF{%@DzgZ-@PotAS|1Xb<%zz_am1cz7 zk2P1|UpVN7s!ATqO1YiXZ>{*MR4I~AA%aigKPd`Z&Yb}cf=|QbrePVDpe&ExmcXMvESXYgT#Lx1l<$Zugql}R>BkVtAe3TdGzPtOp< zj&W7s<0lm|!K$tx5e*_L8;-D|W|UyYu;l?N4s~EvH&7Pv^^mcoD*aVVQ}`d$n3ZJ2 zN&;FF3lM=`SZiBS$3I_sry(?bD(Z68hl@6YLZ5WM1$;6yOds~AzkejGIhqn6+doX> zb}$Y+b^rYZMGK9W<&}JQRj+~xPB?YP@S@4;wW$Se{-BqHtzn-`0+!XVf%+;YU2K|t ztz|MoLBPec;EaCG3)Zf7@Jl%Um~_e^BbU z!U{ihz_6%|YDy!UvS>y`v<#|rG8aW!=tf$+_@ZB-Bt6ra)(|c!WK*qhfx!1m(E4Gk zH10&A!y8508W|VT{aqwupywf{RP5w2c5}DYNp!nhAZIS)7|p#jc3I8yX)cui=tf#V zm_$Sj-?wg9c1dTB?UO80+9%7^_cS&tMIGbI`M8kxIdYN3! zIA<{DLilmXOW098NxT$aT`I>ck~O5*q;c$G=!F;XYO6#8zMq1rKLwk}vTEZMd>q-T zzXSvDyxQ6v5)!PbDJIB%8F`-~@{z$o@jqnAzhs!aPdfQXsJv+`u=$yB%>J`~@INmE z6bYYUSkCb*NW(x<-oViZ3U`s?0f#s%w+NL#PjA$Z7;rnZpEc|$(;2$uE^Kx^nzmwFBryh00k&FQHJGtYs@HAGbjQ*HX^;b5kp^rNN2crT z@A(4@Wjhm3Nrl&J7Du^j>|g3TnM(lNI>#SBpdCE9&YhC|4{G*>cXdEj4{prQswm6C z>ub=Tv|Gi%;XnfZdjl1*equD=_N?mQSBD@_f9Ha5(W3IU(D)Mqe#0UQMc2OMLeyAyBau^nW2KhpAd^@p7X! zbXElI?Ncp(2Ei+rcds^E;^RBiZzTjl89OK1T;=3s!dQ+=G;d4dBe(iAX_}QK|g;v!6>y**0$Jxcw&VfWf(M{=GK(C z&!6C8_7t295S5{yb%Bt&VbAqOCRQZ2bfbYvOciHAX}Y;(V>)jFBeg{g@<7I>g~+EA zfI!3;%mNr!i9d)MStk;mAb@%bhObJ%p~m(Ak&C*GmZhXM!j(@^0gi26SxTXbZEy0GgFQks$m~HqZO|o`j7yTjbMFGh*^PKv4YYT5DRdl5q+dZUIKqZlNaCsQ#padq0 zMm>DY#uJ;>i6lyB~L$DglKsSx-sTazP&{`*<35V;mY%Gvo7rtgDH9~5qjhxEa1@54E2$Z6F>>)E&ZS{7} zFKlPhecoDjl%od8Om+0Tn=OYy%p{1AWrmfC;YRt2L3gbCPTbcGN5xezA2@P+eTbE= zx2}6CDgstCnW%jnM~iC-#mV#M=@)YK>P6=1+Zg-HpTYJZtna45Oq70|pm_!%FjHo% zr{Cw3)~1DjjURuAJJJ5m)jgmQqs$QWi4y(>uXPExcZ)F=Z1&_5g=ROvveHgNCo(#_ zm3T1j?M)a}$AvphqcmStIo*a%lPkj6c{x)iN>nbffZispX#PH0Cr627DhVrLjR_)# zM|)~Fn@bf#P$61EzBT%zT>%6vXKDlCRi8wZd!-`qqY$$Q0%Ofx&=LrS5V_jwa!x{o z+^t5iUvv_%?;M0I5B1Xv!eeFx z4DR=8o~)@nqlO9U0hU=Zc_R%uS_)X^`9l|(q;~FZw^>JGrul@pZ!N(eg-Of^q$L-| z!N)Dnr&*roFMR>`%1T(&{P5;+!xK;3Gnx2nANd}zM7@NMB$=D^DjTnU4ATaWr|s@ zke-^cw2HWK??Sy&SZ=N^T2QJE{b~7OiY=MaCOlN{_e~M>z+XOYH!r z(Tdw@CHB*X1>f&GR%Ff90FPK>{81s3$H&X7x_% zs|L`d0+sdKvf)8gn{s}Te}R4jOd@#@3@$xmEb1m0l6XFS2BI(}`|66XO$AmKpMU>_ ziepfvLME?-|6qYzxoL%>T}AhUwoc@t47p0i%>?&ep=M_Bu$HjJIrFzR>~pyDgD)zG z=hG{?Cdm)%d8!k;U#CB?CnSaJumry4%|Bi!P?Gyf|6F`eRIEXN-jV)1mHl*2jdNnB z-(aB|bf+Ng>3D+Hn|GEj#Penam*3dG7Ow|v@g~4x z)rE8y10kXB-|RVT;oZ+s!W_)l1k>l-K1?d6-5y25W9fq(Zcv?sXYe~}R^kd4_-h)J zK()!n(H!#ZHJ*}h^5>Yv@?hmjJv7>2YH8wbxPn%lXrl2=dyleQ<+gizc30$lBM1t- z7zOPcqQi_e6>!@*IgIHfw_~zT%oYL~nPuZ}@`moG_On}bju{hZdm{TBmt(R^3^D1k z!>Oy?N*LuQL^qVC9szq`sCp5uW~nF~%i&=n2t99Cvg9V2Y5|;KzG&WOX1I$R@L17T z;B5TdIVC>xFs*%2-@9OLR^Zt?3uztH{E*YRGOL9bUbPWr&M7LzlK^aPQ+-es0NC$? z;S04zo15aT=W8^=m~zTT%pMngw*2)(`5E-+!xYm8J?$(X!tTcy&Py-m=&S)i*-ve< zi(gt6OKxDQ?3$c|mXbCc?C42Z)iWD>r7dktosh#!Vahv8k@@2)n-c&WX_)vpX_M;B zGZE_&U_v3BxS+rE(Z>HPr2ZHH1$D=+zV!!jTE}q1zJ2||mdx>9_7J`>KvDOoneSUt zrl}TYsgPSh;%<&Vur6(<6tx;2!(a4d!OWhPUW@VQ@9voFx&nl_a#2-jZA-DC($I^E z3cwkT1iAyH;G5+aLGa`n0qefw4!@X0Z%d0^mk?8`#!SOmk!l~{$ArMjH*Ld*RS+Ae zFh8Rnb)Wj%atooxpaM-Vkrqot0r zNiu1>|B9-<4^unhmzzJD0)LYNEk~I;2C^Gk6cigzyH$*f1|=F$;Y%7AUnw? Fin zH$!d?27NPpyWGJVSU3hfV|2p%{3@$$zH&{H&QY^7EFsMNOnq1Nd8(qdhUq|1$#++9 zg-I_5qOBqi3yQxc;KIEwGg{OLndFN5K2fpcIE;uHZ8T_KGHZB#Z~jNp;|$TFan)2k z2;VUX-xra`Dov;(@hlKz4JzP}ry(Rv8WBm7)3c~rC!crTu1u}av> zumjTp2d07aPbQz`3*WKuRK0K@-Gh($XPT4GFp|&Q6A6nsFTnN6G8!WV0Ho?H|MXqG zxvrxTv3ilQdO!-m+{2>=^o399(embg02I%kI;a0+^pjI_Jbz2%87%jCg(#V4Dwmon zDT^|rr297Goo|fCwh9MLZiPkJGFp^R&kNuCKyvzG#@`a3e3{l~Y}b1j058npCE#ap z2XDQO)Kj-Z9|mA)xKR4TYa1I^A?{!203c26#{cuc?4Jifx|g|o8UFjU-0#!0XU1b| zg`cLLnmxMQy{|0bl5N_M3!|g#r2ET_A}>`>Cd-u;9*U&hkC!ZnC;GD*QD!EF;)mI{ zN?VBDwGzi4m2_|V@@VD|uv)Ao7!DMb7aTp?z3R&|a7&{N$ARkNrNAYiL~YE9FHhMm z4QbEDuoh9>(MTCoU*(NA`5uj706QR|j0YixdWG>g^>+IrapILo+D&Ku6CO+KIv9{& z5qKCz{i2e;P!@LOPWR?j(0|l{j7^rd*@&-%!D+S_{rTz^jC4}LTZ8IL*apK6?WM27 z@e?K01Ot9V*^o_gp)QZ~p^Q)P<4|G*2J{AyYNF!IpTwpXQy~a7T7LKaZhkwDgJ1!0 z?#_UmBz0EQB|TDRt<$Alw;iKCB{`l18({0pXo68J*+YP{^K0>X85LBtxAAEl0xKEJ z$9dbRL<(4}?d@x1PP)_q3tlqeI}$K{yrHA*rST|=?gD*maaHF^5klv%YE&py*Hcr? zHU_v^pBQ$n?rf0il02d~ROX4nPeE=aBo#-&+!3A+8Ndo!!%= z;fC`S)u@qsNhoK1g*VGnCCA#3{l?%GvXg?{NFejKcNHTvCN=KU6bzus?Khy>e*8B2s;WLQn=br5CzWnNF_~LDE!JHx@X6-5vc;WvbWC3VKF4Lj3c@_ zHDDGx$H5taVXW4$muEl%_DwEQM@xhyGQdkhnWsjkLe_wR9>;Q}L#>M8d@T(QY{Hux zljpwoiCFyb0M4VaA|xHk53yyKeGeDD3>Usk3M;a-mw}a!6x7IIOc_G2fW?!Scvzll zMr`GHDXfTSAw__E<2N%Y8MI1br3*@HzAG^XyLa@dreXr&=o&j9NTt0WU$}#Dft zva9?Y{cHt!FKZ`!n_DKLoCz(WmaTFu8nBix+-NBBi)i=3XBY61m}ksbjgm@!3UDBP z8W`Ed4`h%Gtk>3ge5>w%NPe;X-`*!1#=f%cy>oDg55%cT&wuH z!x(q~j}kc>Bl1m8uB4=o*U9b|7*oV&=Ynh?3PPi7OtEiD^j+@(FP6c~OCD;lm!{Kp z>}1+aN$QT>(D!o4 zvP@RW%{di*tYNQ-s>C4xN$NLOdLIh^&@T=8@9d4m_2 zvp-B@9m?a8#m`x5yfeml2M6L4%nfFp3;Z0$R|Tt$R{5&(@vq4gAJ7SK{40>03iP-{ZHoq zN&Iil|11Bms21R5I9G$tC41dcO>OH$$v8O}=OX+CStI|NNPxT5I_UM!6QKc@(>aKaFejeE#;umYVC|e zIJu63Xq$(}UgEAF{BM5&il9+^{JOtVuExz@ieWb!Z~Y9!69?H0HXU0(17A46U&udU zJY+on)+Xt!f5 zXt|vQS0CHHCH3tQ->)~we%4ZrQag=xyd~*2E9U8w2npO z?2!Q>{O9CvJXj5A2Y}l8V$ePG_2FZH2B7f8n}iP$rWYQNTVMRq0FW;|;%k4Cun-}C z_5r!+#ptQf*BZyRv!$XRrMB&nP4~%zr$SdWj-^aVA@((lMHdIO|7nkS^&c`{@eY#8 z{HOJvA9+63UR}msOS##`$pa2R7L9o4uD~VG%oyMTD}U zw$^%U(G@Y@S~xvoC%_xXOGf?9iXYWsE0pUcp7j$*i*{=apGUlD>w$Mmesr$M$NaI?pssnL;Lfv5{XWQ z8oYbsGBic}YNHk~>u4$Qig8;hU{7$-eP^_%l&MQ;FmRHWB4(GOEV0EBx8rY$YY55cR(WRMTr+EW(zPm<8k(%8F{5(YaT= znf=q|W-fcVIx(&3^@ZpJhM@}x;wigflMTO618#{c5hxP$RVGvR1u>;Ur9@EjE^eUt zA?(VQ%@P5noYk9?flS$9^3i*$O zE^JN_1I%Kb$PYZJU9Gslo^=Rkf;Dx}^@)jtfn79`fJKiiv9r#Y@4^nKlbvQIdcmd0 z#|l~3ibxhZ&l--cM2X~Z2|(XGkK`fR+{#AAOoo4doB&GbXS0&iviGGl>2#vDB(?Rt ztI`J8^b^k#NgkE5Dh*yGv#QpqOgu;Ji?LE^Tn|p$F#OX4Wh_{%0R2-9V@Jp^zA;n^ zCt>oOwvrGKmaIuve`X~*x~%Ua5>{s%azHLh zM6H*_FcBa3)hXvDvA<(GUL7n-7#C{5s>xt`uu>zXq~!#Y2l>Ll-S0ORZ=+5@I|MSY7}< zi!B6t^-yj~GRz9D%j%PNjQw3|N*%sNLv+T{qd1{l>lL1&m>E)w5$_t`As>jiim%fU zMX`Dp2+VtXD3*RaIf%QYUK7KZyG-uda@h<0&&Jw3TS&f={zWcswH8KEIh5GFOheyf z_l^Ro(-Y3bq`Ba=LX8%FR6jaW9BLW z_ab6nI>?W^ktlOiEOo8pMw|^r9sDLl;l9z*_0HOK?pP^WrW9>YPJrn~!ph1%yiQn| z!@9^!^(WpJ^z>Cxr%2MeQzkqT(>xMwJQD9|5ZOh8=m{lyk^+~lWVP-KO?=UoF1P}Q zT-^g8^C$n80<<9m&F#BqspbG>gt;<8c|YZ}@}lZ{Qvl7%4&T5}GA|h14#xzU7VZAt z-2GtCxULnscwhY3`C_ZHD!RP>IypF|cfvDdo!=)H4`Usp!>i{*Uh#*;ux`((qrjdt z53qI08DE^wOX81q)#r0X&=<+hv)B5EcXgav?$nO|O3B*ruZleB|8%S1ttm>E2yp8NCB#2(u3^F!6C1E$l<9Jwa+Im zo{1~UjpwU7S3h2Gdr!Q8;xPgMO8fAi{62-6;TVsZjS{Ag8{SoIt*^{@uLSp}tj zBk`zgak%1hF#}19Ozk&$q`ukbVr<>hy0u2Kqx(=}BntqL|C2gItN~IJ1XNF%a%EM^ z#-pYL;EHFssC7r+c zuL!BLvnrN^z(cWJNLb{=!3}VQ>X?zj`}eXa9wgDITDei zU2Pc|FVum07d<>P)gUxo?#)^wB+$Z&U`5CybP%q^lJC`$)pP-pq>BkJ4@Xx_T!Awek!pQIlB({G>D1JS zB2*X6qWC&eRAtWCd%Ihs59sJbeTwjUROv3i|y zy`A$YZq~kaMfkRu)g5q2bfO=8!&}zLZU7_hEyBmvC+jrUyO%}C?oM61qm7U<)o}^L zXxU+hMXg!c)YAw7ui1%Ice|oN&^U+l)S{?_v-q8}4zG0Bj01)9Z}F@g?ib;3Md$!X zj@q2XZCuG|jJUbT4&6G;?_PjhNNiRF@QA1e6z8d-B2Sx2zRqJskkUAVC93f(#xq#IZ%5gE?qU-V3Let_6>y=Wct2zKwO=k;?%R= zej^?Gf%+{#(Z2T2sTO)}fehXANeGUd8wmy-MNK+-RSkg_#=r zTZ!-9kg_|3HLfbVeYYXS&ulw&2qww}N55ZivTGan-5$32?%a}cI6$8M6%*k*u=D=h zEp0ZbABRsP?*~h?0}QBJV```Nk-9&K`yZrpUG4TgwLHsYci+>qgXH4Rkv_NmrJfr- zKmBp_ZM5es+~9f3+tsO~CYwNRrc}l*tS#MR6&_u}vl@IMFNSzc+-8a$u{2!2@wqVc zju^v^@2o?Q)WoNL-L@lq%AEg{wMR4YQYdv%lBZ(hwUf0Jb% zS}HZ{!H!*G5p_?*&I4DYk1b|9 zvMQEL?ha{W(bnj{y#=nOTW@;PKUq|2%G=gH2TPp^rv(ew9*lV4=~edos_c#TVEmM6 z=$Ff$WeGBluQH&+Rb|-s6_gO)Df^0yW9D{#r&8yfe1eCL#KIp*5f92kx5Z7o2Dm`g zDd6aoq8cBzJsM-zZUtbtDF{BFQZ!n}eKldO-oKn(J&P6i&312i1-_6Ch`V@4^m!WEH_qu_OXtlh`}U{2*UOIYU-uu!>{hrUK5(iPcsdnj=0~ zRf@e^krG(qWS@Kf*Z|BAo0{h!j}DKZ2)l|8Z!`H_yXgW?R|$(`Sf{x};0tf8FQX%i z{i1_l;?=yV=p@|_K_sr?Udvvrgav1jdpzSf3YBl>y+$cFP&7}Ge_+wUlSz9nvb>x@ zE2oRNhFgvyEm%W@tBxV-Ob}iD9mz>npl-Qy_&!AwuX)2dilyDK=+ub3+F_MEC<@7` zY@MXtsDB2_SpJ8tviy@57yIl5qgj5x@JX(H7 zNb4L{3xfp?tmO&M?fpqfIIFOPOgKUJ*<_|I(*0|HGZzKaf1FsO9 zTrN8wHRlaSs}REoi%0`v5UfuxECbaV2(N@M=5Y}Ki%R-5Uv$3{4O zu3|l}CYrqQIBS8`N%OopiI%F%9df)Q~z_Qrdy&%O(}K0TpyX-eUagv-hWH3Uhj|2c6D(a6J{ zlgmFaV&qI;IN5Cq+wr~~jo0R{<8{Vm9}x>(KijQtItI6}%dVXaVOmp>oVh`cZiNHI z7TL16{jNeEVQNM{Iwk3Cd6oO$OIJ62B!hpA%cjcMi{<-5=PWWY*(S-FPij*ir-cTW z_KCfl>Gv}~rdPjg#YxIoR___R`Z%r4e$He{isGx@AO@41y}@ny>tw&)*yu`g4byK_l?w)Ic&+QEM z5%i7lY-)qpu&AE|gLnBu9sQ;>q9XtDIJ-rXzeQ;9C-x$LT+vJ7YK@O0_dumknv9tr^~yh5&N=05Y> z%AD&|qE>eup7?I%w<8w)JGH2WDbq6Om9|xgbn8F;?M)pys!5*@AV@;XKTR=}KggF{ zbFM?hS1#n5_q<6m3c1j5a^3Z|QAp-fu*P~%7Gb2A9F6eXNiyP>m~|mk#(O`A9Wm~O zSH*&lzmCmglS=k}@NmYF0bw`HU^A=RDEFb038ZVs>>23?%$2wpx|6_HckG}EJLJb< zH_0{NqbilZH8ZF+&B7!pkH(mJ{t zpm2Jr|1^R%(7xzpHCu{9!VxVjjb5`x3!t4AmfG%(X4TFF*5Gw@1pStC3VTeI{4SsG z!p)7_(TcP}>?m^xJTrTV284IJRY7&}YNfMcU^1<+VQ50{8+xq!#Ob|{nRTq&qFVZJ zJurY$qOmyyE|40>mrcPdg)VmK=^!p0eFQ{4l^4C;noA>I(bqQVA!a!;*@@BtV=k3blHO1NA6CNCyJPZG}0(3^(p*yBaj=`TO4YxNUQHme z=(}M9~MRWOR zfE{&=2KPY_6Q&If#Kos!4VvbDy^ay>fIg(32gaSTa9kMr74F-n=+A2JbkP z%W87@I5-%LuS6yZrHUv@YM^x8D8M7en2Q~4jAkZ(Mg^kSlCT>Awa^gSc(Ve${IX1Y zJB!xK^D57*_$Udv8xaWviO#4wuE1?xd>YS(H!D!7?U81`VUb&&k_(SyW$tx=8$FA` zb-=ZE|2O{^AJsWREFh^6H>RP)b>P~&|C|4dZ)4D2H@s1VA4gHtH%ahEBE&4U6+&(| z{|My|GDFCP9~hx@4~wj~p{ehDL57<4py&7PX4II8g|}1yqDt^Xq!*_jN*0je_2VeW zP|F_l;=Ub7!xHS20c9xI1z6H*GR(XbNpLHn?TeOP16C-iBB>iCM9fzB%T=|<6R$o1c*fE`#HpKY-jM0)6OR!q_Wf%~Ix3g23#! z)OZCUFKCaZFto?}Eyn84&XU#U3?x@?2nPy}Sc6M^IGyda4GS}8H}laq-{H-*Z>_t$ zl?(7<<(*cn|TEZK*=$3LQ$)KU>F+(Oap|PLDcj&Jp{z zA3ZL|PL5XF?>JNgh`Gj5W5^S{6LLVWh0)32>J-KiEJd_$WSo}c>IT-aOqMhD7GCX{ zCWmU1f-^1gx6yL*c%fP5e2W8%Ty8U+-3$vLrnCcCt&+X{0`2ezg3Nb|8e>QDq%wuj z$=*tVPnEb2mWB5LFpm=CIk5vR~tWSoa%f=>}eQ?ls3O zyE6CHvm}+VgP($+g`yavtMA6@FB~+!++Z;}%)#l5F}l1mb~2YmA%tOA6TduAj8O7z zKD_0A8otTEEe&L3@^OHacIRKKpx8Fs#JONf*G?;LR-u*yvwCl~&WDsb_FA=8=J=Y>OPWQ~{eZ}_w3|}8Xk!l8 zl}BnCe%oQ@!qWRDvhhubum)AZ32v#biPhD?j!Wf>si2}K-h-4VJn^9S7SNFZ-GP`Q zX=4g!VT-R2y17q`}{*kvHwF|RydI-h})zB!*Rx3H~Apci46e(e+vG|2v-wBo{= z9@5BRX5nqcS!6vVXbNtSsAu{kxpy;7o0-O9ZZ74+WBcpk);%<*4r}0TZQ<}zxx>LY zJDHEbIz>_ESXU?BMa5ZQP$anO*h)D$7L5wfpvN&^|1vvx#(RD>$HnVAkNg8#R)Z** z$6$~{X_R0>K5Zf}WSAp9jpUF4^T>YB z*US9ZYm*IsB9ho4zVJx&GaU3IG&BAtFJ6|NxWzwiXIpijbWvCL`UjaD@rACLv_VLn zZ9ET$|5OsPTkuJh$i6!=3{6aQFWKvkAJAd$R^&tgeVUdA^Tlhpox`Lzs^|#%t1fqQ zh}u+(gv5h2jzh(Bc!2?^bc#i9N=mmLcuNTP2OEsm;>Xy;svHPeL=Am?^M%{!uv_x* z7f>C6I}*3}!l35Dd)BK>C-!can@*VNH8}wm_B(qq6e5>29vvnr3|-Qm}4- zWqg3<*&a8TjS8-Nzk;7$dUl0<^YnD>gL^*b+|A#$q&<#;6udX6%X?`zRSG|OdUkQ~ zcvjEdZxHnq#@L6>*?T>XXPCX7wG=a77rXcNg09dwtP6O&bNXzEVj}?QVDBN&rVv$& z*;y5*Z*n0r_QML>d@Xm2k8otfYigVWDpgBSIC4N~CCz3OQcz^5XL2EUkEZ}~X$2}M zms?b?b6{^41w>iA`6!RDbRYoAeYXxcBoerf;5o3|1Ie`Bhds}JrisGyR+^Rc?j6?_ zcpDViccMn*2h4e$^;GQv02vke(do3#>Rx*w`2Tmw{}KQo|07^g-o#} zN9q3(F#1Qp|7s3^0L=kP{xdVO?*yRdf4Yz^^5ddmartn&>4h*j28jv#KzKsz zyA1r_%b6abB5pURVPpm~0e7D&ye#`p#2jD{aM$4`}CF z)=KY;XYrwad1oOu$J}v+`3R|uXT9o@*&~I%g0;8-vH2f;_a}bDeH;p=+ZymgQ@z&- zh*AgwPrP6yQluBHr+^>vs`S6`vcOgPk$Q^WHfRaC!F%o39Kt8wRHr zrfeWy7CnK)T>-1nV!!RqY)5`B_;TqNRJ|nQUA@H0E`JjJWuU#L9>$-;mczec|)t z7+Dg3eJr|4M)>Mb=?PDPaq?3?v~`XviH%3oZ(y<@bnxW!BMlDu4Kh{BhlRC8uE}-V zntkQwIq9{eob#Rux_rKTU6_0oUUws=VCj}wO>Ap0xf=AzJVfe?*Dq34RN${TZ3(Vy zPTkBRwB1=+@o(mmgS)SrZ(dNq>SUhFT$k7UO}cesHrrb1>8ly%ksI&lD}B=41v2}N zB#OlPPJ&+wC3Le&Am%mzyF5<8JP$2n#Xe)h6Vornx{KfCXdOG^e?EBqQQh}o({W9< ztXk6Cnpp4QlxIm&64B>uUaBO4Y8FO<9;}HT0S}7JCl^2ha%>EpO(I$ve15i@5aVW^ zCq7J%;uf?2deHO(p=z$RQgm3mfhv&7+AuIMvM?9${+PHSn+IDJU&JIq1FA1ThnsWN zCK;v;eV_4Lc`K{e7(Hitn_Omw>BGcsth_29Z{WvQ%?t`G%7i~eb{E(*PjC~<7x?e` zKsQYN$Xrfg^6J_%iG4=Gfj4q@1?x`Wn7;|x+I=Y+iaQq9eCvot4z-YHlF53qO+Au*C+HK*7bDM5cby8NoXbk zcM+z;y~Ud)t3PHZc1CNb8Tg*L1U)-E6vYt>XXL9&0XCcWv))eciuTxH(X9s z1pMaG3-H%Lr1;HFNu8;E`@A^)oWHTg3@xfP>&TtW?N=iOQS%#ExUtq5GmGiP#0;Ff z{7`7sS?*WeY{P=IPk$v~olm%hISZDeSO+4=;CF(VPWJP*~V}@@P^?=SQ+F4qepg_nnqw8$R#Fe2~x*fOZ3Fu z^D$NZ0mpkLuJdFVv%%Wi1gg3Y-^Sl%`Dyn&=y%u2>vHyE%8SZ}S%TgPsrEW1A%!8o zY@s{N+7chpbU(2Ojk=p{%gP>tey3v4_t~{?Up(8&zsv4X_wkT7zt0!7K!Lk8Djm2L zA5F(M;2GOOD^9DYwBB%`G@IJ$->p1fxG!3XkvtG_qK#-{OzRIas?cb zw+N}Bp4Wv35H(GL*X6C;Pw&=(*@&EVU^54a;xwwZQHNJlqtt8jQx7+4%<6>pppPI@QfY!AXGBk#p&Oqk^}iHqY!@w)~T60X+{H&QMvo$Lz%5 zJK;(3H7Tv=L5Hsdu9E^woa#Sgh=*{JY%;cUOCG#~2ea0+(!=XLtP{{ER- z6&d)8HB*|clvDR}v4!2!6IXKSruu0mwqjfj2cK35ynXudSL}L+gKUm6spsk|vzh}k zoDUY6y@)sxPVkr_ZqPVg_9yH$nT>KJ+M|F0%bc!b7Ly&vQVE zx4XB+JvLDeKMtjOglPoZ_W+jjl49ZakkyNFPGN#qk9_tB86r9kRXN{1)nU*NOQGt>dw#gVIT&dyda0JNXgL86wI8) zRb8|p)ev5-4H3@rF~h79-A~_+*h-yMx;A&-kn!lpX3U6} z_Je5wFY+Hx3pBp9z^*^aWOaZ8?`!(cAG0aQ&~r(;Iwb@Nl9d8wsVgR@OC?<4{&?%z zuV=D!I$y*URNvn>TOnY!OMuySuM6K$-kY$dkkC8K6uf=?*tmGZ*#6S+3PtFEo zBtw32{0%3flS5NvkVfG%g(ua-je-h=V1GD)@+2})b|7bd=vg_H<`SH;7d?0 z4i4a*D0@~D{~ioj?Uu#8eju7q8w6&oHs@0rR8_@#4~E#dnqHJ`j2Pgw*!3}o3^ zbJ%mUqjASnAuGiTN{w21I6N+bV%z-!aL0+3b7c>VySnff?YcK4|rXfHNx2NYm&r}+V%&jf85># z`>29HGn`2KhRceaE1mF&d*8Nu{>mSZ8+q@kl8c%d>2~O3k5-S=2zK_34>FaN7+kC1Te$GZOyRbLeqM;A4V28ZAf z+#Q0uyL)g5?(XjH?hxGFJ-BOd4K9PbbBBEQzw$C`bq~`ohuT%UYWF$Bfzj%;?C~yX z8k8h|K!sQG5wS%!0)>zu1@Jf^fC&G;m{YR@V(#~UdIPw6pL*lY!g(D3&=N$sQN>)X0jh2THMfg$?;D-MME|D!lo5WxNSe)+2d(e}A~K(xgaYrGa2mHoGT-#?en zJwkV{pNS7!ZvzBpkE;&bf`O+5ERC&xr*MosaXj%%%Xk0U$WE_n9VWU~q*ma2Y~~K3 zlb&xeuuz&zy*6H%>?{=@N+Ho2)ccL@b(;kl2VkFy4Nnv~w~^tjUzC9()L#D-_`!xo zFp?%vAtC@Kl%XNXY>Ax~?`kDwjbOLez1Kh;#AWpG=fFrhFj*s&E zjmVf#cQ+vIzEd=@rx3bm7<*m^=7DR+gKaB+3Y#>j*t2@m%9apHa&4!Mk2v11@6Lg1 zJUeK3)U9E}NWCF|HnlA%s6m-9C;ENK_i}n`L^Cz)jG9_>JdhX(vUdR3FZ^saQ`u#_ zT>;Wsb%J)Zx?t5Z>{pCU;0eVkDy32jm1>b%UnT}Ik-6{h-SX<510>^@z zHqM#IEW36U9)qEKetv2aus?)2N-LPeKur=mW`kwM0VS#)sKYk;1M;z;dEq_K_g$no zABv)13ls&}tLiKPKaJkbf7BL224;ExjPE+=~5^;6fhkz`Ixi>or3``*TSe(E_m zXP8W#iEq7uOr`-J7d>5_^y0Im-zdc-Yr^{|EVn5`u9FR$3xU4WeREBc?kTBdnhc+L z>c(xNNs}Bu%*a?Uqj4&<4za9ct*gsIn=ezMyvZ%KSL5iO`Gc9IFq(@;|IicpD_uN9 zwSM@6AH@q;j9U#n=}SAdx5CEeX!&&R8h2WOS$fX!cioyE?0`g~E8PK!d(bqu8XwY^ zSGffCqr_o`A&QwfFW=Tx^)^Q3y4|zNMDI${OeUo9TVqMkqtZ@J0>79D;Xjt5@CuDrS-y=PLwPD^pZsVSJNj0f7@6hsF8@U*u0@DDTb?GH#3^RR-P*MI z$fwp7U++c=6IzGRiEFimgyYzT*?l#A(H=T{hD<0mxLVyv)%DU4)Z249@E4 zYKqGv0g1s-S-dB*S@ePXywp^VaxpuZ?7f~Ve)22mE*{ns=pSD-j;nJ>pa~qfX}D@ zfI-W4WF4UEV%w-Vnyu2u;gepEwQ1>}5zT*M>cQ(k-MAb@e|#Vx%H6`E_ITjszS%88 zQge|I7q=QY|L##|mfQ7oHjj4|GHvp)x%G6D*>8Ls3uUC;We8fBl<2%)I~cY}KW@A} zB_e9z7PTV${`&VjmuiC5Q{X*EZ?87l390p#e?%@s5jajkUUyo@Re>T3hown;+cN6sgaxhFwc#s7|aCVT5BmJ zQfQlTO7e|`pMH7+J7s|^SqHU~L4t=IxG!rh-Orda$eu29g9b-F(a_(Q0V!Y6tP3Rx zLJ9?mSa?VsGmM>3EsP7zh)U&f1l62iL!PP1{brkoavCJRHui8A`%LQ+Ez6rMNW84( zirs7}1}QVs=^SAwF4w;H5l1l)pyEm^>=%&P3>5U|wkL%(3n0zBB+axmDTi?-PjBvv zu*Zg^iRIfOo4^xfH;V^O5kp^h`6Y?O8Ronqd~+J=pB+UKL`!p}jv|n1+GII(9gWn; z0woFSyn=EO$l@IodIQ%ukT|pIfg)rE^+ri44Yp^N?5T4lc}pn}7eCUbV1sF5vMD}i zzt2HYXLcn3&x6ZeCY_&iYl0MFDnIv>od#$f`qdd`{XiU67d*P)?-d}&S zY=?{QXiqamzL@*q`krWY3Ck7_Am$t7CjD^!Nxt$onJvF0!=Y^HW~F>=Lrhb?QBApe zG{V=1QJj8B=L`q!WV<-ILN#vuoywZ!@6gTVhc&@!>!o#QCMNJDw#AJCGLj$kU%%** zygZHaP2AjdBfUbel$AUTQtxi$Jh+VGtOlQwFTLJGYK*8MF)%2*29fVupg%gerr>Y| zS1%d9zwXs8aPDCG2C?m1F1*{YqN~z@26ZnryuKPOU2tHgNplbvjLm9G$03N{`IXF2 z@gHaH;=6ifVK$9nYbQ6grCdI0*wU{LnEDqq$aO^C-*`XyXmz$3)~1;;E}_gVSeF@n z{k>0-?Yvo#8+-FjZB#r=ZSlaM4|S5wZ4C6)GkS8`_FmxVkb)B5E9Ran4fxeAIlCLI zNWbzs5c#$81ILvBeAd$+0oK&t6*~J&v92f+eC8+cOf<@l> zNH2jP)(K<2T+p@(Q+pWMT(3rX%OZQR?vJ2ctqSPQs6a@#-o)4MH|6!Vt@wDF)PFQs z_;>gB7N2)N<{#f|IfT%)BZAnG-yYM%5*ie6T8RMm<;M)aic=xR*AS74*%PN_-K8Y> zEMEcu{PoQCTMO$EnjRSqp_?l!72!VaY)499qf`NnMPp^JN`Lvy>H%*D?&#kT4I}wQ zmU`9C3Xm3_q-Y_!GJdrps%+^u5Ys#w$QF(tUeMfqvN<}|vXVPYDVQj;LXTLc8^=LM ztsQHYdn(ufL%Si0WTs~ml!1?WxzJZsk+K~MyWVO)ni({VP%`R17w!Zp?60ao+ zX!tNG9xYxov)qpxYYGbjQ1;Vj4faio+%L7_%+Em1Z?Rh^V$X3k2m z?fJ~y^V1`Tp_>u z#HH86#6$U=N0F`l@qayx=Gj`7{Q9`e?HUia!AD^13hUPSZuofA$otI+Lon_FvXC?Y zm-)bUhA?#9`w>gT-yP?;FDuV&!dB{ykBq^j4JwN8dWc{d)ZWB^5YZ%^q^aQzUrMeD z;#O9@@zKVn8;DA31FQfH|^+6Q6y#Vp!~$#kja zsge3mGQSgsC*SC5e3;K|!TyODM4#n^)kZ?trduVC=FA&dS0kG zbfKkKk~HrQ_O0%hz?@Xauex(*6KX`*na84p}M_VNxaI-awkGj^0GQNEq~7_>)6() z6RP~9`(QS-_@FT_@sE%7$sxtdb2W!K5%6zPinJHJt+(GJr8KoOGeazd{ zG+{_*&h$lb>Omlwcu>5Y`dwFX`x00fzpzzDNJ-no8XFQOzeox0(s$-I@7zPyQf7~` zkx2)GhX5Qd@fKIO{%Kp6kK@Boe;`DC4df@a3rC(5Um?H>Uke-LJdLj1XTzL=6pXFu zl_Ux|x2cAnAG*7N^ei~W0HdWfp3K?%H;=}DW}KH^k8dr;uA-hvjqloWoDv@?^z|ll zBc31h*Fyf_)=?RJUSrHxCn6|Wkb*7a@Z+co@j*^AWuD~GJJgG2U?>5DV4 zm@4T3J0at1D}H{CQ%NUM?UY1hbk5(Szr-9o2K%|g9fE26m#JXudmTd_ba5PtvQ{KtU&hy@`+qY`TDZo_!inL}J_Et@PRT6M0q zj<;1C@9vfLeX+A41cF71ks7-Svb{^g{Q(_)?i;C54fIcC2X?ucB%Y3{=sbMru~JU* zqalITm&n-R!+f8nQV9S>6W9_KTZI zr4`8dIp+In0kUZ?c$x!fgL-szI=O>Fme04HzHxuTL&_GM`S^gxdb6x@pox9AE@xE0P{SAOF#|6nXqP zHwzh0(0{bugvy(_)@})(sv42l!M*D5BKSO-1Z3@pHRsS5u@DCiOCZf|pCdaw37DGl zp;WgcS!+Bl_OHfoOy=u=c zOHaCRmFUG;336r`0!;5l=k{O3ZO zS#GC2Se4VQHG$^UB=c&cuoCbgJ+Dub=cc)>e>74_z!kzX#-UMA=RoCW&0*oH&$str zgtMJ_|IqAP>$$46$5=noUXQk~rY~%s6S_HO=ke%z_EY3CG9Bb@Wx?!M1@vaZAtYc& z`racRAGdZacQA8zS8=&H774ySoUO2XvAtd4=02EOloKF*(lpqJE|8{|SjbMz`ibq5 zbtpr&;%GKEdvC8Ad1ujb<326|qnYNYK-@@L&{%J)sw=3vYh-$lkkp-U|9vL?s z_otyz1_ulqZ7Te{Lp>=fF(WQD^xnqvMgkMk!mb;!K!G^Bh~YfA;iEaFXs|5w-Iwow zx-jc2%Sd5*ba&{pO3Dnn+BaM@grW9s9*p+5eN@f`Q^Y)i@F)R$zK6oR#({F|%TyEA z=AGq;bqtNoSu3zN)ra8xDInE1!s!401tGxZ5SBog>bt!-HrLP$Q3xW_?Uw}&$Y-+c zF+}KF$)=x3HGacb{=vo-J;klhC*Au%f z+~b)fPSvQHL7F-2t}1NECx+kFLPjy5^?wGv?L$~TyBl6KK>_fN+XE41$%INEJsJe; z4bQP7s$OSc^Js$PlF8MT>v25g6@r`Q=75cMoZJJyxnoQ^AiB*|(z(k1NQ_?OP_7*+ zAvL=ywaIA8jHucresX7(?CDc*1JZ`2$Ke#c*nFq*SBoD1Y48OZ;-&UdT1H-!S0L6; zz0Xb^$Q9k1N0Hlb|(IodBQ^{W99Kktf^QUS&FbiE`OV7o^7vd=o@Om%<1 z=g^>4%iwW+qQ(B`E^c*S!_TiV^!wra)g{6bvO!W^+fPMLdtf*kpxg6sli06$7@Sc1 zxc$xpAEi)psE!YSo_^mwtPp!tVoZk|P08JK`?|G9(Z%h9gy7T7##A}#&n1Kc(vJ^9 z0d;aXTo(OEiGeY}R2q~Dgf~cX?k#;V@AG4GsThY)Wqosb;Wyb6PM6XaK8oM^e?5afnXH}Ii7`f1f1BZZ7msyy5? znG24lUuEY>zx<7JE;JOt-ZXRI&`vT_kD@G$h!L?|*d@njWE~1*;afUfvrZYuqLoKJ zB!3x{Z{;#IqXG754P))7RbjbtgJMQ{f_|u-yA6>!LvSeUi^a!c*^>x-&&EEioeh4r z75pfo!osrc+se)3PV{IJJcsvy)*!Z>70}h7T~({)tkq~VmXfJ=OG6ES;gCt7%$(xS z;J^bwp5zTg2ir^rRp1ld@z0f7I)NCv&VMSr)l}ID#EQWTHgD=`%mRfVA<$`}8w@w0 zIVp0=hPbK{Z6QFCFkf6pQA^;h5)F?jK(<_Fuy&{U`G>3^f4V9Oa?t;y!`ryHXmjcM z9mc^|G>OfccIO^v^p4_A*ce&cA-ab5+!SKroo-CS%m-J0*mqyf8hd`=fmP3m}j2SIXRQo%;Q^Nkg`Mfesr2VByLkS=J(%ArGx3e>#1Xs{=q++3O>f)vzLFJk)Kb3R_aLw3|M#jdDKgVBO9T;oI zsuyWjC2aAQUxUQob+^pLTv>Ol=-!09-$mPooAxbv?P;kj5FFvc4UgtpE?rq}PUcoK zt86;3=shi(?I60v6kV7P$F1Xs?O_HsaTiq8vcZK{^LgJ>;>HH(U5B=GA0#+ki~q)8 zX5E@SCpzQ0q$(V@<+`X1?f-jlmwQKK4RboSrmY<}a)9JE2D=CB$kzi6>~7|Ep5vN_ z(6J|t>TO~NP$j;SySDKZRu$UtN!IceZUjb!&1?I`rTs;6gH)q)fd2S;nqTA5qYhREZKHfq zxKKLJI{JQ^*5{SUOTED%SP((AwZM!n!8=XASm%zEstIn2+FizwREt%m8=3Z7#_q8` z+t`bC)gn%o>;6cD#Rl*COFz>~30~H9{#F8FO87Fk$%^jfT4o5Fb`u#lL_20<;V&~1 z+2`-%2vT|5j2h+TrtEo|Vi6bt_wLju(guGAXW2rDD`fw9Z)q3G9i;^m)p_qt{LzO! z1+XPHnyWL``L*^>!LsUla!K~7Do}csBU$VIGq=I5>iEKXeIBbteSPv5QZAt z>MpV@KXlcPS!VA&iyWck{h{t?npCZ`rx}(~gVrH(YGQy+3t}2~M?%xa0ZyJr$A`QJ z1hd9>F@E5CX_nOWemZVBEd^Dps&O}@7j*%5#rhkmP?F$eXY6@e*D!AmM%HKK*`J=< z!}4kaffw=A%s;-YEWyZOv6TOZVvfvTShw49&b8}u| zqz}S55ZTZ#Z6_Hw+kMHlj1>%3TH3X`JIE*cE<~w@wQt%kI=Lq>0|hvUT?E#x9zjQ2 z>s`&J)iYYvc6FWR{2$xK;4WYI2u=Uy!bxu`T*TBCFVHo_9p@?s^?FEZ2j=@$yp1dG zd{cbw^lR!Squ-Wy%d`!zFm;0B8JzlV;N0d?Lfzx0Q8OKG36X4@sj2|Oy9COx{jlMo zy^i1XSqG4R1vhDsB24EE{p6+D6n?a{8oU6N@nLj(AyER@WiUimFmrEHIl=p4q#W9? z{CHaFuSCK$$Nid~0iYr3e2XD0MViJ-SsHxN@LQQ%S{hWfa6pcH>TIP>?5tElL1`zz zlMkJA&C8Ictl5Pp1F!i-uf%Ut=pQT;;X1~xwqaX;A=%7 z)gJJZ`$j;K`31rDgHq~_QrU~n*Ryxcm6`z7qPcN7Gt@oh$BV-KZKHPuvt zJI3E?5#_K1KLxrPBG5{oY|c9{yX}~`KN<;vV;LdGQ;vm0&D#-f*Y|qLdc+EV z&9$~Kz~_CRrx2fq!TMe{ zF3-xEp0@^n8NNsFy%WuYVg4jV_xy3+!7@}n|I1!P_X(Vv5QE*8m8Co4dP?wRt?@=y z@i}q&heyKx#k0+gl*)HSf04H{y~LAEl~)O?%=xnFq6oO-i(u32Nl0fl-s@XjLK zzRY4l+*;|s=6!Cq`JgtSi#^y@d3g^yoBQ~g{Bfp8cIdBH=L(@mmodwhXUfB@p@wLu z^v8eMSDJ{2yMWeUhxGfu>xy&{2TTWt6tmFzf418AybXy5zGISaUIr%9NY78+=A6){ z;Qcb^68!VBoCP}$6@63m^K<|B>~vPJ&`dGTJ*?T<+UQVejOKgqdkaMzuC`OflxlN= z_3yy*zLlmryld7;bgK+<*2~@S%m}3U+valhCR|^O&KLBG0XT{NPzg)mDVtQLQQXrK2qvyfBEX2`B1Ofpl(#eYrLMv$ zcm~@ptB-;HwQI?BYQryo(Trvs+#_4_QGy2(jab97tB4&$_$wU z%sK7(%3k-LYb4J|K?1~-9c+!K?IBopZZ|0xB@HgAi5 zq}ii~mLGlBKzmJj>&{vY62CTbptI5T-mfaB?N@pDKC-6Umv(<6`@Kd0&DKf8ZRay& zU)7OBr-JU|&{`}0y6m)gmwQw4X3!r*HxYpSlJGk7aC}o0Fgxj{#&XF=2fF3UVcOg1 z3~{zuxjMHhHna8NaF)vDzhv{p90o)07M@K6woH8SBOzriQmimdNmI>5SeiUp-S9BY z9i8rftpvs5iV=IVP`J`SPL4Kwtg4T-4n=)4N{FGh5DQ!+vi)w=puF14q?Gl^*^p~s zdz8Z1V|f&g#Y0Nck5Cs*vlsuHVzQoAJC#&P^G zx~oRn7Kclj#0lZg{(E^4D`QvP?Pgb(oOHvdp8scOy$2;m7$Ve}y>u-*s~IQF^UQE+#`oy(^Bn4b&>H zQ(7elJ@@hj|Fmt&koCv&Sy*y~#(c+ob-sHi`J@>35-P#8ENfs5e^%#p6RbxYe^qCm z^4F0-+vQMBx;LE&?;`GJH;tz5wVM>wvjq4=%lD^2+7F8MPMKZg^rQ+^h)&sa7hqH- z`Y$RoYFT)i4S~ub$-HKbjb(AB27bZE|A=oAKR3Zn5U;pzhJj@4^aoTvk6ET)>%Nr) zXp)U1f2L&LhE^wLkJa@dndq`%xR}$le7x;ZGW^ki zZ#Ua)&%+w6N7*-NVJ%;TpSbAC4$h8qI-T%A3Z zq0Gu;H<-|y<>Uwc+E=DEnHzF@y4hoy(?3e@Tfp(__@l4mwn!Ewz7%|j+{?MI$u$!D z2w^bWBR5@#Oi$Bils^=E#0C6ilg&h5nvTF9z56rkrFn!MZ`;6MhC^niRBzP5L5fLu z#S|O%9(E52pCQR%gCjnPthJCS%bRiDMQ>$#Od#C+%_uRZiyI$N^ZKQ9GC>x!kvz)i zsHHH__;<4(XA0))eRFsh;wlOr*bSVf(1;JB#*aikcu9XDN;ip=h|?9>(&U`{@I1`p zh^bQr{<{D^d0OKEf{K4pxk=K+OLOVJq%8UW>Cowj>;89AX2O;7YwmxNGODltk}|4a zwl893HUE>8d*s{Vo5JU2{g;&AcCk@~6Ani`;jkPf@LBvD@>W!M>Q~Eo@ZbRMsxh30vI(mjxMhzI8ZH!Vc zbDM9T8_~tgv?ZSVH{Sc4Gco8x>B?#Hu_K8}FI;JKmutbH=1B+1jUWElI0(@#PcHqL z4;JoJIf+ogzL=w4Z!J#u?{P2cTIdNlo-|5;!EOf!+&NC6B}`4)?4&;@hC0qgaGwEN z7sskGFN_C{e+?d^gs!V%gecJkdP?({E9Tphf4WhiDs%WPJxI%#3+Bt`HABsb4Dkmp zCC5IO$ooH24jmYbzj~JyL~K&;FZei7Yr1Z%7uIYK?N?_$yA78lHE%d40{R!ISsTxh z^PdDHbE+8Wr?p3B4%$rGd4DFX^)G4rk65VVaJio=Qrznk9PnVuyzQ{tLeVzp*)HDS zUXzRuJTv_?Z8H;c1u*n8CsB&uARs=q=qvxi4$N?Y)A_=Rr!V22L4)+hn_-sI-ERK& z)n@aqeS&QJ%;`t0VKLM_uM$=arR(d{>A_O?7HXx(nt=C5uY`UKbUB9cBJ+hpLAjnl zSaPltV=}MQC__lr7;+G>7RV4Q4&z;-6$#@N^|wROJ`Mi#4lz1TZj(~#FZhNqaJs#; zbM4d~Qc{m4#J$r1J@3V% zh<6*|@HM>n{gZo~z%In=)@dvSwz3!{{&OTebjYZK{vCrTgP~aujZVwsI8Ba9RU?CT zA&r^#4O^DnCUnm!TWc@R=BkpQ+0Jdf(}D+Te=mpnsykhkvUbacI9mW1V^(G*e|NXF z_p_Ev35{eOuQR~`7|P)6jsvMzxej{Jay0?EQ4sJv&R8F~GM*5tZlO1)L9JK?X(Qh^ z6ZJsp%m~hH@YxQ4ErkXMKWL;e1k$(CoA$SYNSCpFd1PbgT0uI0j4lsDpIfmtZEM&P zst`X-r~VRkQz+6YsIN80-W&!FwZr4&UeY+&Y=?C^Gg(|OmC;2q3(}$pOp@Ys=!ihg zekIB7ncu}~T}b=ssN=AKk0>f7tRwQKGqDeoLjArDD26}5&9B6`LgthhrltLjtl?Nu zkSamJEE-8t3Tz7Gy-YT|YHkBvn1o_h3dhjkE3Do18bsfW*rG+gzO$r##NcN|n3oA1 zo*dPBu|e;S4_ghOB)u4g;+!2_gyIX{xK6w_Nw?+MzD$%-^nkY;`DL;T^Uy3d!`}qO zzOM!%mwaYupk80-?Y!8%JWWd8UHuQ!5Z8!5zUuhz7eSZUxx9lSe6qz6Ip z=LDNB6!%mdgGhbvowHzBI>|q7|C=mB9RE(gqx1YZ7lWY77H_3*J&AG=_xca}YHMLR z84{}en1N4-weN5t3FGjuRdlqrAg)kP81t*!Nx=o~mVFJ@Oc~;v0IN8A&Y6^4?nK@0 zwLCWa^}eO@-BChaC@#)7SFGLZ12@m}6D+S(V!Z_4+4X3uNaQPl7p0HA=-v8t?+7_AD@$E=H$8LFvhgbl`XO`XFzyC`u| z73_?=K5ip3UsUMi>%=L}vsp18M)eYsG-^x7@kX~LfM1Cj4gYcF&3W2BW}q|QPMsaw z62Ypa2qc6RFly7jkE7_p${I(W4{m6CB}6{u`b%{ZD%o>_{|fBc9eIg65sTX139GMw z_aEUeungC_EYf1PhTOh*BA32dJOOwnOvlNTu{KHYdUs*C#ymV*wfE?32i6!;D@3mS zr-^HJH|SkkVXq)&eKNJ_hr*Zq<?lBcgvx!<ajP6#Sub83E2;@h)J*H74lqtZqkj9&@*=WJVSAq@PqMJF!&XO#~ zYl_kSKE0@8CV6%jxADGjoKzU0L!4EUqZg$M2r9U!bxc%`sm&a;1cWxlybE$-Uk>HBIv zi2AwZaJ!K#vU|>00h@9dR&gs;Hn)sPb9)zk?(xHOjs`)t_=YCbFI+#bIt`p~i9(};n3U;o zVherN;9Na;G-QPdxOW|%Fh%RmLZvKfo2Ygm0K$iG)0DZ(iM;*9%0l2 zreN( z>6)~l1|S`$FWaK0khzwCt}xV%lv5UAobtkySC>ZhN^1$qf`N+~!Dfb(&hcjfkgGUY zoY$?jzwNC0PrR!-TK4?t!TswkY5VDv>vNR^+F0+-kpSPJYflC~RQ$*(xhUP~`rAl> zu{8;N(D&~`3s?X!z25aZtN{=Inyk!_pix4vTKa2^^%n`R>@?APw>S=bA>D8<%m>;N zZ=k(CLG0`e#3%L_0CZA%=|Rd5gdFXPNP?^lwTaH{sqQjdrK2L^`s==UXz3K&R3$Z_18@V z!!j1;vs{#g12t`fr!l?V2NowDNh7?mteGt$ZqBo_Tu}!Y58b$8((;tXi7hcs{Oxj40fabHcip;c!r%b#sx4r2_dAuGJfi1L9F9AfvSP-$X2jBts#)GkQU z*cyFsKyPy+nlpgo+g2-{ z`IV%yVRV&$F;0->GbVROGQW=O<;u0!`qGeA`G>>~cR7?OWka0LzMz5L6gt&LHPPA4 z1HteW@W+rZzZX@E3*Z5(?J}5IlUzYA8O&AyK`n<^nmy$6(dQMdy-{4blmyon$ZicVRgVmp%drb(&wLQU17KgDXVn73IY$`^qSg=jnFU8)3^OJ;cq?<{tS)ly>{tc4D;A_}3Z4U*T z@02R&ld}iLhmZ`<$9B*TA-wYny&rX71hS%VaTtwD?Vs!UE1zA6G|~zUpPdACI_ODz zYoGr(EV6vsP z;xGTa9H+tP(`&e6Fd+&eB2oWeZyVcfHIoxDF#*+tml$9vGatF-b|(i={CA?(No&A} z+%dvL!{QO>sb5`!Pa^4Dq*N{t#cZTpmN1-5&HF`)lKr%-@v6EwBD~PSG@VAGsQ)fi=oX1?=_L>PrEF8DHsGmCf2)27iC@G z7z6|_-KePJ7bm?TRxyK5k^QxOnV`4v$f)M&C1y+NbE@A-N59hiI6B&1&$Oufle$&( zDmMTgg1=iseg2h$_L;lEZ=rK0r7dHOYRxnPxb6LzOReOK&IPp;Bx3vBGOoN$J&P z!~CNsvqI}JXIu6uL%w*+gBmB>66DIZHMO-ni=O)Yz~kxJqg_l;-?})hiA3`TFmb1{XX(t=~DBw`wv<1EDV||m-t&o3ILun z8Gh;#EkhX~n%&3evgm+hp2o5vqMX4H_c94?;NkdDeH{7g+o`YxXF)f7aT}WhHxIg7 zuz4?_GbIyb|3ZEpIKCPWQYtc8gzT;M*RSM=B{+CB#%>2weooGR9RJjWLA;~duuex| z&$egj=9k5tgMZo+Vq5DE`>|P%FzwM$OI?C*YNCn4WCzl_21`4r`Prq2Pfde0hk$0lblv&UhHjz)T@e7$+sJPL$tpSYKO${y03(-F*PzAn4b>58gN#B|oWoP!FJ-8|!tr|Gb zs8o_|_L-c85SKKZPAaTC0}BA1z)s)l9+O$3MS}L3vDA6Uh6?@)&O*C>fEcTEd!%v# zi5_{KYX!y<$$_US5-uTLayoS8Z5oZ4lCF*hZ^*PM@U&v5q#$OM630{W<0+tFOBV4( z(=ZV+C0HF|hqC{8ERV*~XBp_i9q9qbRu70{Si+G;1-Xh15D`ZcT(UQUJdT0e;|i9! zI6Dg9q3irMu(Kp&T1^U%aj$H9clW|_Nz!CP33&PA_Rb9idT|+o1!{EkID=K+V?E~c=5C^_LHSWh;%rP@sId?PAi!S9TH2Jr~QI_$ouz_n@nbELN$*64Y^1IraX33 z1s=|eTmj704*m$_)=@0?iP#uLKjkg^#ehLNi4)iLVrD?V(*xSHCQH~q7mhtZ>&8C4 zHRfeqt^J?32gkJd@*Aw(l_W$<4rD5L)RdNiUB}6nza41j&nI>6&Q09B4j*R6dD~q_mS<7}hzhj^D+SBi zX)$6}=ZvH~;5J{MKves_t9rRUpm+$#9R!}7obG~7gEGV@K6qw@HMAGq$vPu=0s(Fn zq17qpg_!YYBy^)_NWo;&R2`j0>R|i?#YtsFaXtE?Il*a=S9g@*%LOyN>*hg(R8(vq z#n;x|4(-%xr-AAjlg(rJnZ8xptO#-CbknbWq0-XhGyo6QnNCacs_Du|ezo)rX=+B^ z4SK>1q=)Pj)5T;K`V?Kn_(+aF#!I@=Y7Iubjnzy@1zUHG?(t=9W++|{>7yQ!I;9KT zCoOAvCHaA)Uer3#df(3J3rn|?Gdd90F#F{W43DnvMn^e~-iSI0Ttg3!2p&fIJf?X@ zm?%)SwwPm|tkc?10M%;LDFF5Bs>U<#h**8{7uK6Os5Kr3d{fNa=7y713v*SlE7iM! zbzev2Sdb2z-&aVg^;?V#U0tIdL+g6dnKu}zVkgZ8@|`(aus`)!J#C!4E#yJ z`8dnZGVv`V{G?F~cA8;R;w1FAGGd6*e%itvzdORfg!A*|jAQgzspaAVR!ZyIoB&m_ z&o&bLnT>)eAb(E6Z{mq^^@<7&iN1d~7Qh{c`xb~Y_APP7Z8afM0Xp7HaT;SKPUL8U z_#W3X#@s0pV4WAJ6n3Pj_FReTtl|V(U<{l9%Oo`Ob(L|+HI3C5FT)gmR(og3`G}#; zYBzsr6{`CFIz=AEkgLoit#n+#2z+s6IQJPXtXqIW;mfP2NASqo-AaGf(ZK?U+TJ2> zuT2aAZ%fN?b|^4x`$WHK+h3eU=wgtbFLr}tg7R{d10iycG-msKvC|GgHDXi5+(#;bK{xWqzP`0zue zrMqoyk9;pu@k^!>1QDc)NP33sQ|AN>42>DUai7`7@(V8BLY*h1cID*jrR?iD@d}@p zv|JQ|Qn&Msj#o0wd$EiF{KL62t(*HT=4I6MAX;k^q5|IeZ3Vz1p$v@M~k- zxb11IYfGSc7t~l%8V2m~OWc%L2FV{`qRHRu`KBa)-@JCm#ZH)Tz>-lFJ~|9co@Nf+ zkW@c1TS1;e2ZrP@i2dO$O-_83f6QR#uKaF$O25~ES2LM&9j7|(Dk)kDvy+dHiHMD3 z$BTH&mvkjMh$a)l%K+}|99sRJHV-B6>}D$j+j?-==PtvwX|Eo`59fmKqc^se&IS|L zjQ^g{KzbT^0o%RJ%YEE)q;b!6`hG$zR;ZsLVb#3d5k_P#qbYVi!MPGg(F4+w~;yC&be&V0YRv(M`2)vY)U?E zA8 z6N1Yvy&d`UoH0OZI4e(4ew{ScwSFwR}!JbN+w)bw! z#%2df4wN2enoycIdJM~gWWU|ACTD_V-|EHSUOI?1nzXy z_PU8Z#?p%;st~*xkJw8D*(s6wSD+nlOoE z0jLH^Wefhm7=F2~n5f^x%$qkcL8lm(_f$&xV&4?@=hVL0hI^yrTon7;^~O$fqB&`O z-Jj`~L3ZZRcgF9T{;T1!VS<~dg=gy<9SY6$n<&*Ymf2gv-b9zi{NJ8bO=o~{DIO< zlQvFZ+02gio!gqv9c(I&^k~8XGxU{Rr9E(i=W63BauY~@R%OPZT+=p$SSZ4&{Mk;| zkulsKLX%g?qD$^V(GQ)tqe(y1t8nbQD9#XNA>u7iq3sAB*67RLaA6{ljzyVEciIr_ z-CR4JZ{Fk6qR%Sut3yw7gb$?n3bZO>vdS||jYlX=Ai==1W- zS2*{sV-muQc(Pu0(-fpCS7Gv?QAEEj2e-tl{^RJ6QSjeh51gmEXrv zuO4P99>jREz0?LUO*zy}uek|5toMyv{B>^j(4*Rw3PlOPjchzU96n?}9-C*!T~p%& z+}m0xJ2KMH6|WtMJAA$940Uu!lxuULqH3aXT*&8dNK(z68w}tLXsA|~*7?-h$N@jR z$Z~BhzxWdUoq9c#C=GAC$yI`QC$1pd8UA>eo3AgiC72t|L*{E8N$yP* zTC3Lr4>z)PS);U^Wsl}Db{(vE;78fw6{$PpxXg0Q?{_=O==(xGyhe08bNAjgzkzz$ z{B^eMJ#mxXcW<^v%Rq|?q-Yke!lQ!8y39zE$dS&az%-S8y?uH)Z(KP(BMm{j6i3 zb?mc_eKxSq1|kKFO0nhwMZeo4nZ+OtLT@wn5mSuE~8(S(N<2|7;SrKXVRrn z9)R@$O|H%nu3~d1?ZP$yw(S8e(*H%+m+acsGfBP6KfkKw-X5Y-4UiBZV8Ux4cz^DW zO!txgCTDQc>2BHHb~X`Gu_cu*M@!ne)T}rfqjd^8=oy0wgtZM*S=)`IY7}I!j}YFt zk0XLWZ08iz4Z<7LZ3HiLsyz0PKDhGguBnk&m1+h?Q?pXsKrh8)VPIk&QcM<;o12fS zbYa|KCQ{5MGg!UE3(DQ{Udz{zwco{p*F&`_7Hd-Gm)J=Ju{f}7QlyzQc=1UK)mU48 zBz>hL92T)k2pEed>L?~VMQh=%Gkz>TjV(>g5T23cwwU+-7Tc4*G`uvibu==7ruIIt zk~BD#wOx8j`_MipTZ*hI5Oem{xh4@n-!V=MucTL!gh?yUcx?qKZ=QBM`F0L z>xgAa)rV^$?dcA`?~2c!68lla$HTWhT^cZ z9$AeKjPIWk&vX8Cx)b|_Q1xN`-G3f%RddqwXk2;cZaU@^_gPh@x6g0gPsg0$rsv3< zEf>MLK#w`W)l-$3ogRB?qOGNJ9bW$YwOxOT*LaZQ@WG5=u2N$62sEAKcc+?fh;ffd z_3XBoYkK47&v8FgQ)+hO^^$KEl-YQ@z9v3o$}}1kml#A=vm+4dd0t}jcVFvQTl{`R zO69Ws?4G-$=iR1MbpwzWH>kV}8JtBaay_8(Bq~Enf+certxSVMKb=AP;{AO)BgE6; z;%W+itF3ZN1^$owI*BjKww?>l4h{9;Wo7mcL$V6pQ`Iuf*7k@HRjCmKD#G$qwJZ^_ zCpObu*Z9b679lrMBdOW=FrsIeo~GU(&sKYmX1;0ZQf9n^YJIAj_D1Nor>-UaZ5TUm zH@ZjOuBhgxYJN6bp1S4LthHKR!r#G>vlVQJ;NBeUqr+DHx${g_X*E7uwWQK)d^T%I zrQP&wH$B@;&vuPf@rx(S#SE{GUCJzy;i2kXeW;?<`n_5;rD)cYO0%Y}wCkSjx@WuY z*{(B;tZh*8kOwZLxz&ZDWp}T)^3*O}dsANOF5hR@-JW$fuDvu}K4*&CTa2#xcjf*Z z*T5IlXDy>S7GWF?hj!#LY5*Ez@`kXCSjmmZTP_{vRc6#09+9EoB^nui;efp9?`%d! zA;O9DcLcLWJ7`pd-%vdwMuWc4sZk_Ig4|I3F3^*Kw6@Pe?aycyodV&o=O3Cn3yFTvs2@dx5sz8Oc3!^-r-fsKxB2@0|DFV|!I6<=$cb1YAj~rYcw?**BW*A?ga%p{W)p*O zSPcJ`*=Hd=Fb^Oct1lnq6yaqCg_U!lhnB-Et*V(?w13&$6DM`Ip1S(-meeN^mJ26!l4KKIF>^n6vV?%=Ibo9a5&z)ZkOe;gT;O%MU=@zh$n< zp_g(prW~`K_@WQnl<$7NrhY#9TZnHt*8K5Ps7#UEVe%5tgtTV!)=JZ^aq2BX$kw_9GX zc3>iUy=@^tpV-u04=pZiaYOx^ecspy0i%#J?{kaVX9j%J;(F8T)ea{@N3SXLEdR|v zZe58bB0$^C>F}FNl3kLu$1J_!TW@7)&u$2UaSvVg`w;rABC%UZ*sd0-Y^Ff~ z<`{P!2!m0p2&Z>+zw5wfj2m^KZk*pM29KP?Fr1)09y)1dXGg(`=4nYdu5^Iac#9{u+zjgV zgvD0-E1{`Lwf_p91(s)Stjqkg>$Qqq;Xa<5gkQAc?gGn;Hcmc)Z;wAf%hI#IB4=#? zS^H;+>mHyjxa$MTxBDyd))JM~d6rmy$<{TxXSOJuma@kNYmv(OJWE_ZTH3;WGm!cH z``6sYvV+eO*Udv)h?nJ4jEj7hQD9vs@wR;qeQ%gQ*L||jA&i$ppUhAZ63k}I5X_fD zpZx%T=Q@n%v(2UR4!ho-H(ILwj;oU=U{y3YQM)IAR4hDEjjV2VFP)v=;-E)?{neT@ zALw>-YZvbVR}42Mps}wD7Kx7rNb2{Kb7|MDOI>3@ta>p#bo#hI!$rY!E6iQ$;C>B>*%{?r>%i*(9* z?i}RTl;u%3Iv@9%3#+-SmX~Vq57nRWR-IE8=Re1krHQ#UrYv>1G`Apf%_&PJ)>zT7 z{nYr?J}C|u?E`nL=00%8ROi6c{O1^Wo?C7VJoi&`-H>zOtMRZM1J_qt zqx>V|41oL^cqbj|soogu1Ng8XYOlpF$hRR^qT8Ing8k$*&CnG|)dbUcJP^S@q z{9Hodu$dwE?Wozan!Bohs)m^kGj$K{YTmrR&!S^Pu2QTtxwhVQf)6)|2>1D-Q~C9! za<5!^zyB&L{8(mwe+VC{^`%;$s_muPUaD$V<*H&pGNzEsCS#yqGv$VQasajkYfJyfwnY}NWwtuNK^>Tq~< z*pJ_3Y5)zdR$;h7r0D1AySVB#`;c!FIiNxQ7P@AV)xOPThYP%v`+lXW<*8cV?bc_n zLwjn6_G&uCN3Ts?orQ~E!v{CDklS$W+@)wRP1$L>KE*&m3x?`kGdJ$k&bXwYkZ{ zy;DvD03eRO@YpL|y6%QCaa}lXI3pVM(8Ke7&95c(rUh@@Y?joGkkYRiEhEcrg#=?g zi{I7qyk38gn(w(7XqeUh4TsSD4Ugq}sFqJnid@ybRNX@r!BLhfgrcfT_i%K4_AfDn z<}YzB2&D zTfV28QaOSTvmW9Ua3(SfzL;#{f?~c`4^Qy0J@3MT%ilaS4k-*e8}Z@Y^AeWdj?-8f zno%?EGJ?-!)$96??=c<8KkPCP7Powb!}K)*a(r6Db$;IHl2_ydf08{rI*^g)ZZ|7-qAB8=EM+!d?XMqI@1BE)fU@Vs{RS%QMBE+he=^Ha% z#zEN!EJC{Vd!Pv{TdK@L$?&V;(@;(qd;;>7v*WMi4h@+pKT%ffTJqfuow z?pWIXAGE_$J9O<$dFxrWq`pgymeaH4#I?7ki`8`KQm&ldVsyNk;?Tu*-PIm-&sSw& zNRZ~bq?8_TB=vh~*Y6*+-Ba6j?M->>Su~{5a=cpJst!-(@N77kRflKGqMfXkU6(%U zw#Ddoeh)fZO^2tlShBpC_FQ{PHOrQSG`A(~dC!*wltefZOF7mKk#%3H@_=%>(LsQJBC<<_6hNcO zJgU5G-#Pam3x;zCY0k@%-jVLIQeRuz@gKC)Q#*C-O?m5CwWP62|4=ciE~YqkvE8yM zE$^10+$`nPrGM4tigLZjpm#)1j zuRY73CCy!GwA`L8H?F-k?X0FtmvZIy7Ng_d6qhcx>o%2t!Kpbe+xDOf4jr(VUGf6B zD;D_Q{jQ{8sD`e8>xP$Z=(?-w)~P(n+3MYF9=vWxtLfEh8Wo$(7OUCNrA(NHsLag+feFT?k*g?xpLx?y9JsVDD)#=@G58M8i-LLYl+ZKDZ2)_nht)>%K9@N|VbL%N(Ieu;D zZ=T<;^NRmr=+?Jxd+D~WyQ*%T@`kW>;U6YNz3!#zEYE~m4vj{XPzOGQ!_7`S-UzhPfl&$v zov+NWy`ek@br5LiY&({L?2&c3LJhhdR!if014qdDd3@IoePHBh{0F5ehR_eQ+{sa# zzDKX&T^WGyXOH{cAUmEEuLvgDWh0_BEl%uwEd0*DOF4=q(RhVdJa~$gEtSISK{k+= z4s^ZbZN;C=Z~37I{7zC#I<_GsIcss+e|rpXO%Fi3pRjJq`jrM?W<@D(B9^)&v2b|wexI&elh<aL!L8jh!>~j^&RTt zBdSnQ6^}jq+0cmM<6b7>U?z1hdURYN>iP{1K9_34If`)QVmlBWU3rnZL)g~S9|)1Oo{?c4h6 zbx=&%lLFaf9?xe4n*@{niFY&^(t9*Qg=Q-L)Dcs6$k*(kP}g1`I4iP@JY5Js;d1`? zV;Lyc8K)1c*yxM$0n}H=z&xepQCPd|KO_5Sjfmb~M^2MgIZ`K*R@YJOV4X-$(vHzo zwjbag+~f4jMsm{{Chpz!z2*bps{PYXkr^8glt<>6_h+}zBTymVz4rQ@4snl^)Ndsf zhvP%w8)Q!r6h58i%uY_PGcDD|Yhmj|Bx9O|_}M3GU2oHzuGOX8&epcU93S#EyKUPx zK3|JOr@QdgiwVi}D*IF3R&Tksq%Hz>P-)xck}sRqjYxvOWv)G|3xOg!);=fMTf5rT zxm4P=;rdRACkS;JW1`{BRiS1x1&u@Y$yHmC+X;iyLH_@+0 z2v5%xa1NOVp{$*&*XP2Q$`o<#H#RvoDc&5uW*Hx|U0p-3G6kD+{c~joH3#j%1C@86 zIcTAJiZTZfe9*t#;8OhPi7RrDgkr%|`!^I<=GfzO=^oPMSgkn^ z>nE+(tYbnQ1)PPMA3%5vHdZD*tya85zFAhMjJ22iC0~!#eJ{1^vrcavJ-TEoQF4Z# z_FOT?OJ3G;QkRjjO|cwVU>DSvZF-WYKCq`Cl#qCqjGepFG$(dE{qD}vD{oZo*IUW{ zDn>LutGrwLMwtJt>$@v3Q?l07fBrIaj-%!Qn2`^rRs?lP)s!AU*Z|!nUk5$#M01K4 znFDAOGG*NK-4U6o;T3>J+k~cz+d^*clycLFCo^60h5f<}l%RZCW~=6oXG*!L^A<1p zLXhF|oR>m47ov6j^_}vJUVnuy;&J`O3v`6UQL+lKN#taaf~;f}Io-S<8Zy_6wW#0J zA`Tf|>wH|sWKN59qA3qXuuim}dR(p^jjVZap+fdo-i}5y;d5`nDpRReC0nr2-`&W0q#LKKqH+Rn0luFg~=NM~2CWZbS=di7p z{pT1{Hsht~D#vQcj7J38%PQZGQIL>gU-K@n%Ndl_adui#yhrd`;?y1I^J~ zgX!KCGl7s&_XxR8X5KQW4}jHtc*JIYns>GgpL=3rrgRxT;SSI)xz4y;qQ^OOuwIlnDzEghgv6cilCPa#0oik@7y5wU z3LrC%&kZ_$$QST|V|EU&@2>}`bC{Cf+&q%5DVynLpDLKa5} z*2>L$^qXO2H$#kUTGVR2z6w4_uKelj zbjmYZ74lKt_yszagzI_U$l>LaJ~M>rI^QR~efN?>=P4hDe3WvDmlZd+(Gf+9^@2%n z-dfF?ife&)?yLET@fCQes)@kFu->zmGliAKb;*z0?Ex#B`Yz6t2}0&=WD3)*?nbPB zKEPP9)vzKcWrBQk*nnx^5}1ZYRAfHlmRv`?=f8Y1?U*LD&b7Igiwp7l> z$6XGx!(8C|a_3Kgu~YdAz}I!V9xnjzyN#UES%_1?UE&2Ub)XF71Df>nN}^2fus^%b zuuJ-K*d?RQ3JYP3E8)?1W1^-(XiwgHP7P|Af!jeHW#+fu*Q#bc@gLNmFb+TO`D+?p z;IrU#FMic#0mv8k)YWLUP(0K{QjHBD-3&!3UGhV)M zEm7@wG`1ZkyL{1Dp<~;XBVQoQDNokw$8;R>Wua`V|8KEtTkC3|PN2}MKIF^BcVW&; zzBazD2YMY8MB{kLm!rWCuGn%U!(eOXjt)+)4jrw&eAdoJ8Lhk$C7k1F$?i*NtXUjg;`VQsxv9SF*?o)!8dL&5!Tlwy{&x+xA z$QRsSl+new9q2KAb_6_x5&<6x`Ib-yz!1WmU?8S&Z30NTt6{WS9FH^jwBo{YilFWX zm1S{9<$9sW4D}f~SYeX<>@EU*p;J6f2*=a@z|-{Km=5Ma3R%l280Y?tQ;#sGpCPKg zwtJ{1Rn1Hlx5YYC^RAjT;GU6-!znSW)_KBVv7Y zc(=SnO%(CWyb;B(IW+fK%DN($=>bBYW`Flt$~`TCLD<7%Iv#TVuq$Z1i)RgF4FS*7AGh?FHlBUNG*tjegO{ z;-*QJhj^{Kjb7ad@me)?d?ULRw*i)F97o!LRvs@5d99rKK9Ed|dkjnXjgsLpkE;DS z4qz4cY0?h4YG^`lVJWcC9ue+k&ws`4mYV7B9nwX?0_G^)_nPus_B>Sp!^&?GO@2bZ z1TWiBS8C{~%u;#1Di?Y(Xa3*`O##bMg8K4UC zTM_mQqNpi*cx~K#kFY`r(Q!PrR@! ztQ32$xKzCzw>Yw-Ta=YMjhe|}3*`~IRQ4RKsI*sfyb$`~uRX>aB_^sVjyA~=DSZRe zB^hfci->~Pef3M2{HSt`T7&lNP);*x_f}1s(oZHDLSfrgdLkj z!2$wZw!g!0KnaCC%OPscV_Pja9}bV zTM3!|00Jm9!7jL->R(ujov6E6dD)elD!Y%mc(CLnk@wo$f(P&`vyVDIo@n4(x1MN_ z$|H+r=V4evdC0Q!q-8fxr@LRmTu8I?^a1ED`BM4vg4?t6;(%BwG`AptWF_75g_J4` zr&-xk3lPGnm9rx|faE*XOTN%ng%R~ocJoM5V|HMVViArDTiD;kNg?Y33;l%9k8>m+ zjq0t2J$Oav#_#q1;7uJ!hdp>jI3Sop-eB^+2X06DI<6;M@gjB2Sn|l(M@oO8LDfn2&3f7 zT2MUTqk{DnSoG`Y0lV=lBtZ_frXoia9DQ39&465027NO6XAH4ggufhDa1fv zE-(=eS9I82U`b(H0<+>k=mt?-*sVB8q1ytp;)rnA$--{MNeVU+n3Gt9^%Ca(-R2SR7SM9goXxDDUWKJ>B4@f+yC-Y{ z!7K~2x#M7AS;)&7kIqkdEYx`LZhbn9Y{@`4taryyAr;Oqn(GPcD2%6t<$6M0EU4lQ z+cQ0rBA3vaf^a1KA9Iz2VjC3U^wpw{ zg!2V{5Y+iJ$epr5jur+zcG&$D#rdJkuB0&zW;Ma6+Yc1Y3a7dvjAMVEs=Bo~q1*2x z%<=BzN}&FdF4O&2wM_5wu`2Z))#!q*T7fpatA@Vh*g*ziGPV(}Oh7#=G<6vFI0TFo z_F{p0$g}d}cTTa~3QZiY9j&dfyy2hnpxG#U)^O7B0NN)J=D_;|DfCL@SAx0uvr)Mc zO36mse*+cBn~o^SMZ_9XS1UAE8O|5o{>7*}&Sc86Co3m~dWy`pEW*@(7~*bRPKpv9 zDQ-4|!(!tY^xERTpSUyHrA@NE&ERJftV}ljp^k(dXO|m(w^8AvY=N{Hyk~1pz6A{1cSzpL5 z48~MR>S5t?m1J{*xtL!Ys`?=dOQVLmpWyZ7NWzXisf&&&E32TUbsa6zG#}EvMg=Jex(*q}~?8%lXbx1{akU}`9yiS_Jq??#N z>2M#Nn){*C8isz#aKtz&U?bV;_iQ>Rjvb#)w9O4AbQkpkgxMaAPp$-{9= zLxn@FI+ulo3JU>vol9Up3^k%4(j@@l;LVE1640R4NIx)yZ4PPwz8X;w=|_NYPy@u{ z8%S8dZ?u`G3Y6|;XBoLrM;V!olMl9Z!eEw$8WC;a2l;s16H!whAx<>i9_m8$POYlB zX&LR>K{i`Q*O;jo1iik_uItT zSSa_`jsC)8yT@|liLE`OsSzNQg|U(ul%ehhKT6pR%CPop&zQ$TAVj~>vwdqQza>?L zFb?barJBYfqL$s?Qym_&k}a-zl+i)mRP$On4|=TXGAlV5Wc1O^Z+Y}wuP==*16+N_ zpxc35qsx;yhaeoU{J8suQXM8(nuidPUjrWxi!6hB^m9b}uSxZza{43p`~DFgm`vGm zy_V6+_cKs&ViSwKg)j~qU)p1D`~9R)008KU#heA~hfWjR!<}C8qcy#VloKUVUUkLQS2*6v??(|qQVfLv>T#I&O1WX90MJx83IX7J zU^-$stWb|5uCwe3tT0%?o>gcnk1$B%*Mt24Kt0vG&T71z*5aKjJdQie29n{lj$v!y zIAG+?m#D=BSFb+wbQoNeu{2SG%TE}`sg@4bucjwvp;!V?Mzw{xcc48WP0H@walZ>j z0<E<3moFWAhz$F_78j2$TQ}=oT97qBP-vn;gM;~%2bra56U?DJ> zEUCXj7iEXe4-b_LYG6DIth65MZ^N(L%|#+`slg7Ite1RaEBV$L3Kv_6j)4BO0dF9r zyTHO|l2+o=dXr(`(OS88+jTc{HR&=|ApUY>o+Bn)B4qeeEvm=&l=tp`J4?W?*q)z} zyZ?b^kIT=OLtkE@`WI)Y{$X@WCde9e#vPXIkuEsUuYUR zT%{uqwCvtT+*@Q#o62#;yFTL%fE! z{w%Q43aunxzj7BL68vj_C2V~FtXv+m*;|}Rerw=ZA6Xxye#tkT-WxdU&^-$tqN8m~7AYNTL(2;o{eVSeQGrCF{kk=%y6jaqCfn?8o~Z6bYF>nWh%|^#g(sqmw3sH85h3#mHP*?f)1;i*BR`7W@C_O;PGo+ zcN>E&3onbqy35El<}A=d#+SgkUyh*FAH;jl;_g-%wI|1$4-^s1okM;i;Lt} zVo&sHJy@F)TDl&#SlP=})yJ|q2rZGA^m~ILl`tTdqJ<|-GMqF2=nP%`BN11aL&jj`1S+0911>#8%Zc=GF6Yi~Wh*cJB0rlw> zt4FW}U}k=+tkQ%g+$rHQtDeRc#?^0D_e2|yY&8kgqgxc=V?QHDWtkYNJ}cjm@o=a9 z{qj|snS_i*48F4DB2gb{zSSQ_v#h~3)ter9IOD6QMzg$nH`7v98GUQx6rtw=`Cn`cHQmyEyw~#f?}nKM98*~ zbB|>bK|QwF_5JjSUem~{=l7J>&pp<4sK;@Ms7KF{p4~7x^jQwGm8@iTLjj<+o9kgW ziU8HL;fqn69pn_1ddao&)L*_@`SCj+HF&cI(_0HiZ4I9h9V*`1et|wXH>r4W7746GZZG z$Bp{;UwVX4;qFPZL?jOYKWQxY!HX$)oZSZqFpO0n=9a&!od)++ibejDq;FQfp9DWC zVg@Tu`1rCqvnz`Z67?^yGjkkcJ-WA2!YFtu;mE9^7$LyXZ!4!@Z1jEb7W;z z1GOTKH0-*^C>8tI-TpK#W3-^g^E3K!v(z1LW@Hs?iKJ zK$JmcLH%-%A2YrO_2UN(AEm}VEcn_m8!zVKy};%Y_Z^b&WJEt*$QY z8V}GGr2Jz>=`KY!GVbex4S?Psi-AiLM<8z9&8RNmIbB6?4MkP(7|-!vM53R6?rzTWboRt_qP3!x5 zfOe&EngUiaLO|;7`jeCq=M8O$QN`?CJ7I}{NK`XFI9h*FG8Yic*eectJ?M!fi~hGW zsTV{-3~^thC~I&ataPsR@PRbNcc|0@f_R4bd+}E40cl!f)_&~!sQ5CK`#(zR_xw!v zebh3u{{0?~-$Cg<-S~)V!abk*D8TDh)>Avj3yTcBa37Ddf$a)pf?u)l%97uFMCHaT zlV1i-4&-}oVWkLeh+*EILI;SO{50ST(#;>TQg78<479HlwkawXYL~8m?%6KgSZM&{b+JM;NSJJ~PG6@LEQG_4DzouV@ODn#v{B6qnCJfAqD8RK45D zkr|EbpIZ3F{T+(R~2_%O3YbY9yD)PTYj3i5wAkb@tp}Sa|Yt!42f0 zBXrgh479wo23yn;F2Fqbx!`*$q;9+9TPkRoS%191-iqkcpKE+|nVe*Ry`jvkKV5il za#`X*WWF2IDhnbLxH!M{e}6*5_ENwwL3eEF0nn8Nl0iKU4@*5LX#l%`_cIM7OTQ_P zuv}0|ny+aYt^C-lSzSk!($OF&SRP!3?$xYiwDR5J1y}(5R`3uqIF|6>VliY;Pt&Da z2>=@|sFaIFGNNH_qllJ2^)yY|2cjh$J6?W8_=+t0B0LK$FmB1u=&NHvB4{1IvXyVx z+HF2H7${L`1hLi{E|e&_AymFwo7&1M1?&XK)QGpPHQr!2INWL681mS}@=%ijmy-q> zM6KzD%TZ4yj|y~ZdpHX$kUA+%y2BIBBMyfp->A92h0g*DZU+kW`pXU6fvw78#*mqg z2niN5mImdfPENhS|76Y3t%~R$*wHBK2wr6Kx9@-hoy}sntV~q zXyxffn8Lx%F}-1Mf~Ae3WPC}>XyrHDBw~F2Zm(*E21``%Sz^VcTw;Uw-#o#X$8Dn7 zk)80rQM`nQD~8<>tAmWL(RVhxzXGuu z!8l1KSJc@H0tF@v&lzizT3+;7f}!|}jbIuCh7NU>zJjRa(u`1EAyoXr02gHc^VBsG5YeSj&cfPj5qaNWLFm|glSz!=Q0F@(L1Ch(B%vKm~ zck_m`2UGx(%Sj*!TVX%(1jj!@8UQq`%4~(Xyu#xjAqyE<9HPutm@68Wz(Nv`B%sP{ zg}J&y&L1HM85v z9X-N)=iEVBfIE&b+$E%COL+oq9q#!Y@Tscdeup^D9l5*T!8fDIY;_8O^i zoxqQ3nftGEs6&~p&QMpZh{HdfB{JPx4rs{ZJV;X`*{V?r7A84g~E zCqc#G-33>;Hq4a4l{3Rs)1mB!GFzbF$DXF--7kyeXH{k^6g)h0y7mQ%d#C8K1q!sG zdF|g_su{03QD*Bi#T7^V@Rw#W*@(lEtxsUx%!l~y4bAeDG~Jz$PfD1>*O?__B3bT8 z$S3>C;fu`jN`p4@HbOqH+`FqWOUi*Lvjv*kiY9+J60=17C(BhR^4ate1mvbN4fAm; z8^z%T%wppcZMMvYLqoOqbtbRt+(+&m%ehTuw$?x+ zG{A)q_g608)Mjf9iJKvE|5h&e)Ug^4EXZS?ZSRY%_^HiS3t)NX1^ienk{u)3>{Juq z&h*Ufr&@_qn=LhQ-b@F|zSK&Z+H9#wbYta?qg?XTW=l=vjeCYbHQ%)<1Y=n-=nvNq zc-~c;S)d@FF!YCSCyR+bHp6)Xd7KZ_-FX8JdeP?285D@C5oP~o)y>w~Y6DQtv?uJ| zmn`X4qRmztV%laF$nIXrl7uJPwCh2gD9nG7CGJ5-&X$`1!vw=W0$T8)&lViOS6npw zAK?D(y=N<~cFYUr-~dJP-!tMfJQ$G2YIra}K&{%$MFDxNhKmC9(p{UaIAD~_E9&lp z0C{xRW~W>G)YHJ63|Y;spW#J-Jk6c9dl9l4TR+210C^g`sE3;%tFiSn`~Z-{8NmDi zS&glqVd#fEeTJbwi>);{%Z`r%aW$6i>qU&6i12Jwy{_5nhoL@8GOM=EmK!)lmQ3#b zgcCkg)n`W>3ash2`x)n5C*o+F9=UcZr^d3Wz2rMDF%Rv?r}iURxABB(1ldUg-av?n zYZP5ODUy5MR-+WjO70Xdd9OcenOT3h0BDd7+&-HeO6rdW0!>`w^x8p|oCo?0ZvfC> zzzw4f2m;Lt5py<>zA-^G>2B1{reDEgv3Aaxm-loC*3<*r3(#MD>f?$3bxgfO?!i~A zwJEd-Qa_7*hI*a7cbBOP)~ZA^ZQy-_sVhq8(v9nbB=trquAz>K8>P4ws#v!U{eV3R zYR_$y;##Q;+a>R-E@+uqf4*RYkOSX1%QdJFrT${T1_>47sDF>_g^m1^2`Cm|7O=8t z1JIv{Sx4;-!298|Wd5Sk;sYqF z&MoiDrf8Wt?Khkf@C6#BbXMZ!e90F$C1K?m_3vSi$f5n6#?4WeuMp_m@?QU^Wk&t( zyWpAx!k|(1W@X^1mwbV15(b{p!2WX-WnCt#0l}L3T^M)+F|NQkN9_WP^H$z~an9ZW z8Lt-W^8tvoMC0p;b{Z?MT{u#RCNRF7p#DYU%L$Iuiu!kcIeI zX`IU%q%+bvdWR6Qy6=*AAgNEw%+C7@2Me$rjS>h8++BoE!Crif%0a9U<|E?yvA0N~<-$6M`JhK?QD!@hQm+X;eIu=}1B zVu*J=rUhr{=r#bn0PV%sM8H8@lCdTfKCFz&_w)ley?;*@&wssy>Lg$C4q=qEOrLXq z{D2|S_*Z{(CRIw2Z=MZ&u{i9=%^e6mRWTTv8yDd^w~!WQoT8^Qi}1f;sa+L%R6P zEAnYFXFeRrr`OEa9wP8@ve6E@N|&V*^2&bmxz?o949Z3^ON84i-txXCotBxMZx=3` z01P!w!z`Q1U-AW(&CjVn4oN)He-EVQd2pvwdauR;RiKVCqxb%Xd=vPhMzKrEsNMp6 z8)uEbvEC$9kJk(cL^+^o-N@9cR_(=WQUafJxez96&Y}GoQ!ZvUT*kZ!!6-*GopYGs zMq>Io;n9uX1`44A0LR}Ghc8D^3WaeSI@Tg?1o%PsJfJo!O-A$7Xz*#7xmv;nf+tv0 zjZ;bsu57vF3kF^suD-ShAUWhZ%Qxl0??u@(8VgW@I?Bx6rwdBK{Ogqa-k?h#t}g=S5> zQ1TRKOg!{AK=O0qk#B*!7G0LeebV~rJ+x{W?ftPPJLPKg9QH0M?^C0AIA7H=v-9Nw zHxvZ6Mlo@`yieREU$6~*m~($z3qEDsX&e&=6jJGy_p|2HGPC#X!c7!-w`QJe<$G;6={QdhFH?SIHNpz?Vzq>_!9c-*6=L71>`th)3(!ovdWBy<1I73}ge9 z|IdH_PygjVdI=#NI#qv%*T_uD8gtn9VAB$#UX_n}!>o5x^@!pf?wPFdNBz(aT4L0z z@=TvBab`}TU9mY7eKv)<9)LlsWtfv=a<0oi{dy_T5s8}@p=pYyw^R=m5$ zJcO`KQqU4}e)oDs^N+t&9o*Q1h$W|OFu(u1HDkQXXMbnCyDH#D$NtH|Z~gUJV)oY` z{hjl0sQz}|aM9+n4FvgA(%Z*T@?tfbRQ+_=VyL{A}>#R4PUJ@7FVX0rN_%8X|g)+aJoAsvCJL0D8M{V?r z0Usq!*U9W}nf2z&D>A|oy3=CuXrRRDG8r3d5*VMVO|83|Wp}aqde?57{hWt9>uskw z9+q8wBYmgE7bQ-M?>u1UJnX6nMU3Sz<}Q|Ax4k~jADp<%Z#}L1Zr*~NJB{luf46ac z);s5SSB3r7yTgdN7&zT_X?MpD&OG&YRhV93#M}&+i*eIsciUxWf77ftp7w0Fylwqy z*z~&{<~Vo4Qtu(k-(|nm(=z7DX&GBgI4Ch+KF2;TWTEFwiX48`sipF`NCJ=gzK*ILhb_ z+stCPamC$s#JL`p{nkz^n``;7ge_(=x7mgLvH084Uw>L-T&aguV6hnZZ?mQx`?$>C zw_Q~n4AZ=pPGbQ|oW_EA5u5vBQ+0Aa)WZ(27zx~VKKSGQ5SIRi)3D>*Y1ml|Gp-QB z%-nC|+&NV7@*feP{QAAd1QR1`+%>FLxp`E4>R|tXhHQ*}Qdg&*j|IelBbPD{-Gen-9YVY#U~ zr1y=a0JlI$zp%VdKJ3t|uQi|FEzR|?s{*=n8U*szUl;_|z{4(|_r5v5o2o-n)ijLc z?Q#Lb$QlsX<+I*t5I96GjiWB@ye~?dBEf_diKqk4_`AeHo3bYLS9h{w98`4mh+b(u zkCS47Y8UHWU@@KTE$kU(u*gYZdx-W3tGfy;Hos+nM@-+>DPJ0e7MH*iSa?j)D0;bA|!;(^eg|oI8Ki?+zPo9ur5AI&vShV-dunJ-{0F_~GC>nN6dB z=}IeuAWe#x?lvHcwpr|iQD(DA>}l4Jpe^6@NT<(rWi=^1s~Z2oS%K9|I%zpn`C8re$APMKZXH;Ur2=ut!6r;11x?h*@f zOKLNyeKP<M<_LRgH9@=4;@h+U$D`|Zg_#^77)_zCjj=t90rJNm5-|9bEJAPgWnL8R02F#|b z^DC?l&I@bebKf*{;*(5#J|=!awMi|kpWR=ri%I@5^l%S-`|8>H>Tx*`sP9=)O(Y4i zMgtWnt;rhk1pP^EV}E6zVcWN zsF@bZNn7OC_hk#mvJ8sW;Auc0bkVM-L83qPt$u$5iTFZ*HN}p`0LjC-NAPHlgZ4{ zZGjF-{guXKY=d+Ak_Q|U(3)D{q@G*2JoRtO+zA`u1)a zojZ055WwV|p`;~%os!)WodF=02c=z$?u4vLD{v1wZ(7(wB>KLc^`m1pVN9@GvmyeK?9=ySToUDGk%;ik&b+vuoO)Q`(?)H#CYP` z<(2TO9cV*88S1rn)24syCNu#3*EbLRn|t9{Lk}pmUhI*SEhdYvaNx1En6}>*-_h;H z$oIyvV&KiA89UHLyPoD+0jqGW-yaz}zvmHPBj8BjgOmC{ni1sI!Tl|>cP=aTX`?(u z!YJj_CGRtrR}8%t^T}A~H;=#$6NTSW0oS64w$Mepj`Ek|_Pf^a+7Snu`^<5=R>b+m ze94!%o;f&wq~ieDANkOcUo)%59=BL58p||))%QDe?VyNb=E~JL>V2%K?fKxot8=Pv zj(l|P8aZ|o)&#!;clyo7;JctcK^t4FCjqD5ylFeU7i6gSu_m@h@xCS`sZ$IJ=59%u z?-n3k>N&&iuvq{$(4 zr@>o}5(j3v$KCQJG;9veg(Kr8_Ra_1`KlB|jz{fAEi*cQpih3CFShZ?0Y3`XB*k_6 zspkQN)Hb&U{-3vO*mO6JdS9JycIT1IBl`BtdOoumxw?qBu|NA79&~(mfS3Z~v{B-+ zFi1KZ1GV!)CO#u}HV+mA3X}S8aS^Z31OOdylo$)DXxF7|AQSkwt?7JWDgZFSWp52m z>dz*s!s1Rm$d6(trEQ7V-a$zlB~^<9nN+9FpA@AE601{p<7vp$(f2e|Tk@BDiCy$- zxQPqx0tAt%qxWd^PwJ1szynzZ=k|*-0BnJ8+Y)z2L`9)(lrJuK6#qVT;pDzmh+Lhz zyK&U}SXDWgs|xjtzCHBWxpU~L69PBNW#>C5Z)1px!Z|zxKT>|@F& zwsMvj1D(2j!Rlb@yyrixS=;sgGhlV3`hFAjH?9$;&eK#X^iSCmUEIDg`YmvPJ# zTKhLPTQRV%CDT&+I$kyH1@uY1w^VZiCrfjicVjs>n&TR#LTAhVBJ zrhk=ias*_*?&NU6mNf~-=D)kWU#?iNWqHk=atFy__>@4*aZ@*b_fS7Gbwhm_oI7mU zK4}W|t9Qxl9f%)vJMi9>aS}v>HzNBPe4OJ+43Yiv`;%`{3e@{rH~Fz{it4|nt{77% zY;|%7(qAX=8Ob@$co0+Wj0QUN%@qF=D7l0VJzdyYfW`70j1RWIoG$s2NflSL2!Ei$ z4L~+W&41`0>UYt?{aOa+cKe>NtH~)zP4TT$IW)=>oI1s1pSsN!-|C>&(5cH8V4O^y z0TooVUC+RLpdQy`G4F1`J4~JD`Qxqj`YEUZB0`sZ9e+?1XJrLxlmZ##9N_L~oB}y_ z0uPKpZ2Hba0f3|Qtm%+J% zPT^;sl4Hi`{n%`j@*o5))2Gf|L_lFNS{{@Lq1XGGnqW>1>KFaTs>$Z6iT#+NeB|)r z$_Y#P8bbH<_M!WeKq-giHhJ(l;1-L7h{uMC=7vK3qW}2n$@uC*Oo~@KWlINvFZgB~ zWlK+0%k-gdrfR_DtR~xXBQpYY(Ix)7+}m}jTF8u>NjKFCR1$!Zo`S}pf2iNHbYiG4 zgY*8l(llj4Z7415uP{!EzT{`~*9ph3e+#lE}$i60LX2 z-Ym0c$6f)WnjSOsRuS{qE5#sW%W?T}DJSV!4(ndouN<&l0Vai>aXIvM9XsQoo;R?! z;}{Da-__BOkvzujSjY&}m%+Js!w#c%?|JQjdHpW=0@IKuh=V^UHGe-Z0EvC|EgF3T z)txS8-nTIJaW$Co@&Xi7>dAzcS08b?8%Mp5&$ju14=NGIFLpcaK+X*KstouoC^b0}Ty#KuN$2*2tvt z6fA7oi3;F$_q6K-f{i8tg4GVBca7%4eJk-@tD6B{NJy4R+cV_=!y%JKlLTQTK(and z5fqq@!J-zzg`_M~#80@sQ0myvaysuj=OZu$3`<7@eD?EC(CPu_Dn3;@*0s>u%W%| zd5w@YNldiX!lax$76Trz(6zTmHFgImIOSBKIgMa`)a?-r2G2Y*aJGa-{6DYpM6HGk z^cry1Fzb-hylA_Je8G;%Gf%aZtLIHp87)+3>G>Z5Ri5Rvb(+mW<|XK9>%U--ljZ^T z?Z0qRapt&z4~7eB9P>gehd9T2RK9|^3w8^&4Wf0y6Z95{yY&1I$$|uPsvZs07%xnm z@scmZt9e4WZ;5{Rf8I!g4t_S=*Cfr)o|newB_}_W?e*ZT^^p3}U@TRTD<*5HLOl$|p;ge8FOxys~a5IK!I*@ZPQlYh+S6JK3NvBh#OXBkU|HUu~%aekUG>fbWkybZ?NF>m=oeaF0c%AMs?Z`V`qtd>?rU4IZ~4Jdk-k~K0^ z?pSD<;MLc~^0h}qApRA$f=U^f;L(Dup|aHsPu#@1svE{g%bn|Y%v-q{Z-O{xuBQo< zv#%%AF3R?}n>B8v2*X@kDbz(%8sNs58*%j=`N4GuvQ>iOG2(hQ+axjGS_q{X>!7RJ z+hc|d9lHaJ&w8p*n|taydw3q0}34<%6mQg$WfiNT~B$ke(HJP zxch@B3r1TYQ_^tLEFbZfFEDR;!VS8U!#np=rBQD}cKtM_ESo878JV~Cot)5lL+@|j z#r1%BbB)hi)^;5utAu(UxgM^ii)KUSjb5$MJE@%At)VU>)Ai;r7H~OL8g(Tgq6VLa z@{7V`Js7K7b0-mZ-jF*F{!y%RKyy6irSN${?V|ixFQ2(yYCl$J3OgvsNWj4n-dH{u)F)ARYnull4C3}NZ#RL5&KqU9lZ6^D`GOlciQ)a{F76S`8^T%n z$fRe zhh+6!Di6uvJ(8ZwyoBQ?JdLw~#|+i6NtjO}CoQA%vIh-SEivb%UX7#P*Sr{{L|Ha= zeXfUG&GnG=Y_Mjv=$S}o73z5c>}`AuSt6;{xczg|v)23C2l?0s+xINS_l$U)0P(O< zM+*{&@Um)+9eQ5N==ahy6h`$E4*K80yg$dH@cAHL=UlrhxaoTTWGL~`| z(Ak6g!7sD7Wjy=@arHoq0&54P>c`Srd=T#Hood^o_x9+2_fnzKq5ydg8R@0o1^Vcn z7V4wlP|!gYRW@kF9mP)d;nB0#Msdd45H6|DzjltBfZfN=$ufFboz&Y`WPbWpP;!|W3>D-7Z2l{>NsAU)W-neOYBGBUgs$&RJBp#}MhmjD{6%1g+4GdR zHS3WOuL28fd!FFyekX4Qpi4h@=+8K!z4a5Z-|-T(P@lc+hrD#qm}U0T)d8vcH9LXN zPS!Icz1L1Q*G`=04ximLPhFM{43NJvp({6P90>A;5%_)i>VQ=J+F6nBtgPQHzrTGl zzI~KqMfNtuOhvrkr^9El{veK=FeTr{`~g8M8=mjMzKhFm>|6);PqwbRaurzM_TxPG z%8`aq0N($LrAhYiBrA+Pj(_@T@)P-;w=ycUxO@Xj+Ke>)TJHjV`kEH%(^t3YOIl=^ zzCC*t*-Mx{iU_DZL=RC@;z`;zD9)A^}ko11fd4xw|<$!T}(xWhjlw=yA&^=)ep(v)g z*UyYlh<-svJ?puM>vCx99*^qu(6A;x_FY3K9{PC%EcAKr!l)%?HfO$CN4>9sJ8E^% zPae%r?&ouJbPcToWf^$oFkbAXjuw_EHE$}2<(sQR%XCOZDUAq3}Gv>%@} z7@svFqOi)Aq}cJm85NjrhR}@)(!}!ocJTP0AZ{!EJJ91{wS`@k=2k@6k;qSA$raF# zbIl*g6L8Gpsz);_(Lb%7rBp&+MyIp4TVAj!2=eWpnhuV?}$A>F9s2 zXF=F!ZwyqB+Ue!W<_BQ7S*h=d5d~^q&$)~gD8lSz|n|91r zFZy*n9}io6>P`elAq29n+{w=C#N& zd+q9gRQ;Nr#%Cw%nbF>B$6IR$uRp1SL!se;BvZ@)zfeJ*&y#N>@q{4nufGEiOxCUc zo;$03d}n3(ZU~cne0yhn`=}&ILbt;jkTa%afy!0y?~U7g+f1Vq0!J`_o;nn^E|XsO3m0UB0_S zpTD4``uyc>{*o41=5G(eMToz^Tk$(j=uJBY?gjlg@9R5w7fhitfAKZEd=*&817&pj ztA7|T@QW7Z6LZs_kXg06M86egE!F35H~m#Dvdmv0UHDaPudg&19gg*--NUb=IsUYG z+s^UhQiD3^FJr=~_{DIS=)*5ssvkewmH8(~8$9&4pMMZa)%Nm`8p!g{?uoXwebN%2 zn~&2gEyoZ0>Q!K&t1Q!a=XZ!{V632eN5Sa|{Gi|9I=??|(?b38xLqC74k-Oc z?>?h<8PG<$xcSAU&Am;nBuIv7%i`Y5Bp{M$+r8{CX3WN4AFuL{r`;3UT5I;CcWm}T z2U_Mda5Z%BT4urtTH;@n15OACd{9hD0)h~G5F$I2ppG)2i}(AP6p*C)Ah1K?13O#Y!Q+&~gELx=cF~~%yql~VYv{&w* zseTdpQ_eD1LLFt;oF@bek>xfjcO86)R*sMh$vbnb_WE4xQK06{Z6Lu-#nWgt0@ zU5-RT^ALb~jLob)c6@51_R5c-UVGFsw01ucX{j~~tOSihpifU!7TTDMrP={g{AZ!Rt*@gzElW zbH!y-H%JlQ?uUkdD}eE4`&P9~*N*#uT0KSM0Q@`D0vjB!IA|HG;$T&b{LX;0n`5uI zU&HQ__ix{{Ot1YQVE=7&93m{VJ^VI9a7(w-*6rZpDH;|34le}z(TXJkJD3%J&8S%X z#xg0i;v!|Ja_hzfLpMngJ|a1e@iWL?E#cELUAycfnzs$Vv!Mpx>-3yE_;)N6*@VP? z0rlXQ`Ko)vKAoa5qTja<)_{Jm!+SjAck}mJC^#$0yEq6}!t$8-_D-#5*-k+RHeOH! z(nzr1YM1wuV;`ZRM6Y=dl=*3XR)>L5YW3-7-AVGhL5`dt5dF(f?S2e~>`&3C7{iHH z#lUXP&a5~UqvGF(NhO)}CMiO7f4|=)+PXoC@B#gP42tkMkkcq2sdM?kPzt0mpi)oK zKtukWufnlGD-K%5syG-GgEAgbHoRUZMR=zGIfx%YhKU})<+vRBaX<7!i>GK*{QCyD za?^@y(=tZI>nnZ_Px<|v+tn77pqjs{eF5JNS4~occPK5l_ix9dgGep7{3;q@%wiE( zAe$8DiE#%`YVYB9;GDZ>imM~B%QT3j4$u#|Sk=3r1V={gKdYv! zI$HZrJ$UQMmn6%;wp6)}zshU>sYmC{+G9^qFlvvAaca~awG4l6g0#1ohA@ZVs%Sk5 zq3*t9F1e9SY#5Uir_@-_pA<3bc0KWh*Nv32Xnxb5dNd6-xc}B{*Zx%nu{LJiYZ;^O zzNb7H8~syEdZX`N%NTv{xysheL`9)C`rfpRv6sB^q*;3@EAg$dm%NrSOsAhRBN?>= z@zR?{il2IL=FEWbJ(zaA+D{ytwNk^+?@*m-u$9O0^)(l1oSwEr_-r_Vt2PvSnf)Ghw)r2} zrr!QRaLRaOXuFqo00E_Gae`v-o=*y-Xn;)0KQvr^W-M$?%fE*b%;V9WG<-J2P-F(Z z7cD_i_DUFeI=pV*)3$ltp=gpa-Ks_SeySQn zZ_Q@sP2;P+4sJBE+nx=VpO-AVXU#M0{y0K>&mW^Fi0_M<0*z*M^i$oRlzgO-+oK8F zT(`W=0AZ_noB|zl(%7k0%dnkVnga20-LVt5`B;SBLS;n|vbmyb>3w3l4#6hoRR?03 zu6QG9{I0cSVSYQS?obj&)$Or(3T{E|tvqSm_kOwbm`jlc_mblDVCw@JwWeY=G^~9(= zYZ*T9STtk8&@N*oQ0=Oi?bfv6NoIbrShb7|RP4+j6NpQ&wd3pPh4`gipPwv^Ur;tJ zxDh-)nIN;6(~`ZG;gyHy7yF6jkfdJ>w^@5mb9@{rBK6gpvuvz}g(H9*4Xf1t9;K5e z@Vb9uyKYGDx>u<$X3JS|#*LP-zmoB>1|NfQ0sJ1fG?7|AmH?_|kAMY7p6gb&f2GC=$xV6hqCYYBC4E}7~W7${luZl?@4KSEPwK~AhjL}AS+?F z`Gt)|`bBQ*&bk(;4h`@M@S zf}hJrYGyw<0p7#U4*Smi1Z2vRpJYyF{^%h#v?I4@bnT~|CCC%rZacHXW;m{4LN^yt zd7b+KpiQot%CB=jluny$-PhnkG(R=206v*^9IrHfR_#$8l!m#*YZ-3IsgLUiC<0m2 z3yWbfJth%gJm&2kV)G6hVImLNRL<;uNcauTd}Be?EsEk`DJ$zsby+XUBlEQ=-H1i-JT7%XT$Ab z(-Em@)e{r8y@sBzFOizNS>D0+3M=kew;QirT6fSSA*1f_FgFPhU9pvGZ<@7?NMd`& zaHv}rX+bHoTgLOrvh0b}Cu>S@A&+Lqnxl1ZxFx398DhEgQ01V2ABJ)mKXg>PXTBQR zvCk;?_vTlm48-=?4ym(F3y{`2drk`bVOV^@rs+@c=CbX0_w?SeO22IQX^{2j?W)65 zxo8TrpSJ_ zt(O(DfvV{SOXag)R*1ke?}#G3E~iUSqp2!V)6aQvuNk*6^Mnz;BwIPYeo4eYZhncD9yYJk@GvsB6K*rs ztv2Ib)2x;uHh+e)0PQp-G6qs{IhCL&)-#QHyqy$N9Oond5gUX3CCpvU_$qyH_|4 z*ri`h`?q#{p_D*uyO+Q;_|krb<%-mLovChnNxdn}&vx^(-Td&;2nL|(49>Yc!fixq zgxjdlTq5;F1DbPvwp-~nZk76{)b3V$Pe*%1tO&`NY2t&}ex3`-RxmeB@o(+$)()>g zW(mE2^gO` zUIAIc7WZhnzO@^tHd$C@ZX@)<9b&t~gh0cty84HsPNb&QROmHKs~5zk^GBqX{|1yK zHm3>159Rz;&M)_k0Fax}>JZ;X{Z(ihiUBP|1iSF3O3 z`f`^EG^%Oth1hgD0ngT(CM1Y$rzze|$$YorH^FU0f4fZ>mNOaSXc!>1zLJT+UrX&J8WQ%B3@>R^gW3YUFbIIxGF^6(Gx_z&`A$U6ko zuYJ>1T7>!C$uhXdOb4)eSeVx6b7NlkI26n70m*$oID( z$JmIoA@ZEEo?=ltek1StfDvU~{~f)}j#vc(qTM#s7nH;+iPLx9Yoqq($ew24f2TJ@GixmqL2zLq7@s?dc0xT@lMp zWe~oTRN;(C=|5sd>q7WY?4XsZh3L4W-xwc`oJ!xPjIChFsl=QB>tG~nYVX5-JK*52OPtY!G9vT!-uN(#o(ekaE(DZA;U~5prhyS+^d%r&Jk{)vRy7WUmJIl@l z5)PNFOAvgK*=1Y)shjqc&vEha6u4(^;qW1Sua^eI*$2B@O@+b3AHj5TZ|o8@ZP@81r~qGgO}{~g3RgvYc5exAXb zX$oUjx1lvG+`a7kPX;ES`L2X|*540af8?IQA$RZkqn0tJB^oE%@8{eUg8Mt#2O2O% zZJ#3OUZZ(n0U0Jf4y@#iZhc)yjniKJV7%4r)X`;#KlNmpoia|F)XAU?ljHZa)&Imf z2eVgA-7bc>s`ta{bT-Zkpmb)-jajN%+&Tc%vjd@PXSk-^rkUFX_@9IA-V@|4Z z&`eq``VLCZ969`U$7H>tLVF@^K^z|z!kC^(c3H@VOnfs0lX^QjwN7o`dVM7q;s+jO zjI7+>2Q_2-A@17bYJ#lXm`rOQe*UBR0}(;O`Pp9cpk)jq7tewAdZNGY+H8XZL;y*n z#?Q+T(_aavIinm+qJtXpmR;49QR6qncQI=@I?WiREjK@HUhZQsl(!_%hDOYZqYDldOzc;8z>8TZA_AyOu_+>;HBi$)I)6ah5X#X|~!+o}G zlmK2Za|xjyAHUtDi#euk;%Q%umGh%8Ap@?8L-XH^i#772DgGb0`X0CaG{j^b z1Wgn+KD6&*8uc)h$?E(x513}_{Om%p*-P6EF>f|~{;}@U=M6~a@1eTT{_;)@PG2?| zt!<3IN4s7(74LHEQpcylR0Zr_G97j>0oY~D^8HHHX zdGqcG6bJn5XnieUc%^9G`d}(Zri}ymcuYJJA(2p6UXX3czHOx>n>k z-jk+O!kLVdqjVV?adlL4rK&}@qv)gd*=D~!=uo&w@3U3RM z4n!{hgw2Au@?Rc29qg*X3FysWQHWvTWK{zLx>^>l_>zV?g_cp(R0gmmk*-91KA2W2 z4=a|v4xrvlD-4GZw$}%#sRjklAuTW`YfLmqyDJ#?kRP>pxCT zjmiw6x=qGJ=5=mvV^k!+Jf^g?m+G%Sw(95f#X_Gla+foMCR3L>pw(yWfxnHJdv!=9mDQh-9RACuN&gyb$UCLVhUaH_3 zwxm%iPS0k|(SBWOcms&)h;F!p=GP#XV7^=t#y&<=Lt!4P9!sT3)TzXRGx!*7_XlsX7B_y!px75R)sy_Y%4;WXHr8Y*lU4 zI=iIR_-ZviTaB+))3a4m>blfyHN9HR&sOtmtob?CY<+TPhg+2)Cc^p>wl1XcR_>)* zG$x9VrFN;=s(-fXU#*5`tERMdso83HwHlwT#@ATmbF9()W|^vZo{(HdR{}I;&ClYSa>zF8pIQ>RyfdSEK$pQvVvMw?4TyjfB5oITdqo z4qKSIkOmNzDYe_JMlf9LLN*c7u%%kM&{>VPSEH6Nb>Sbg(e`N62n&}+t?RC|YO0nl zq@Uc(NI)=wiiyy_grN)BCl6^#?RK*f=;ynTO@uUTsirP;R-@(Bs3iK|jZRU1>C!LfEQ za2R496=e%k7h0GfwrbFbUalIu)NHjrTdl8F+q2d7h=t1e0bybbgT_AFt(NaGR$H|& z)fswhUTJ<24l3s1XtpqPp#`&Ht2&LB=BmC+%~tcX)%3>6a9#(dt9By;PHWaUZRk z($b}7tM1jRf41shWA)Fm8X#02&!uEj05?g~XOTEj<&3o$F+8C?0&xt@RBYL+PKm)W z>Xc|GBccedS2OBUe6QK`-XU-=S$8``#@#LV9GK|efl>gxun}XR9{9^#zMN@@zy~U} z!2rpcFZs`S@|4G?JdNggw3Q{pu)JwSl||{Zp_|{j}`W=&$z+pet)a2F+m6+tONn2SJ20-UWmJ@Ql~Z=3SAEvbKZAelRr`+TS+}$ zH0*Om+#~9g?N4lZJwbjl;7)}A4%f;5gd!!j4)#aH6)Mn_ztpp!7VoE;HEAWO6+^v+3WL!f zZzW3oUV(Sg2V1Ob6<0$>R@K#zg`!rOlJ&aNleAVbw`wV$Z`P%p^2!+Bij^y(f^l<_wl%UDxdr^e{P< zna1M@L_Qm`;ZXte=ZYxd6;YzArx=`o{Y3DqZNSR%fmVI? zHfr;tHce+Sxb!xm=-n8$iln|WUUWtwisTf_0Vyj|+8e{t8r?E$*b*lcm1ED7CurWb z>Q=<|eDOx3_k-0^qsdZr28Z-_$J^<>oV^k~9a|{5+E`b6!PMkKV|!f)xP_SAc>MOT z$cK}jhos30DIJLi@;0O>kLTTzj?0@?#NM)Ioz8k#X>7i@c-SSAUDzTWnEQh?#oQ7` zXy*2w5@7F`JUn;FmCv}?O7sXOv#yxRV1qgRS$pKk+QH+86ctdrc&=jYX)ox3v?Drh zRNP7f=?c*&#Y;WTTcmiY=MBHQbgkkr#7=&yI!CcP>srOu!M3xSv;%6gO0>NahfnN@ zvri-AGLQ*&>$IZ{necwj^Bb{t z&gVDr*E#cg$CJYV5oCT zTc?e#Oz%3rTG|Kfu;JTznRn8A&bM2UTnqa&so{E^j4j!)C7-KHT?5#$SKZ=$jva0} z8W~sDptUIZx=-ANOi#+xNMgS=k(s>ewL;N#Z>r}(kk37=Buy2^uIBXwW;_*WBcurJ zHYMvEn-ta1I!K!)v8F~`2}HjC_8$HM0Z)n9nG_~nM9fu+ueGV0Pb ztCvju*?rQhJ*TbFHOjQ*K_h3=b&q`iwq>-!KDl}H9qLqZTNZnxVytWdbQBBjJy-pW3h?OnqNlo#WZtmumJgnYQk<{c z(dgy#F%zK=&3_X2sYl?GQjH?E?08%j9BTGTa7kjzs$At0dy~2~5*yHUqeYcb61TPu zTeT5X=$UiJFdvGSr+m1acM<1iS1nG3vp;Pb}ASplMN z4W0Ox7(BQ7DniwQ5&SVza6NJ^{e|zgIEN`8`t`x^eB}!9jpWyzl7>&vz)*n@mLXIw zSVua)30LSAH?E#jSq9FDcRn}g5MM~{8kcvImb7)M?4TZYE(FhsIQt#7O#S(DUmtI> z3~cdr{L-cC#*N0;{0g&hUqzQe)S7NE>SQI#`9>^+PZVS?ts=6J^)AmU0vUDzX#}B# z=xf4C;F4Ug-YL4NArD1VFYk{hpSV7mAL|pq#}gx|7buhBAl1T@#NIkE^SJRCoNq{H zbnll@Q_YtzVKC@8m|S;I6sgicjC!_-$>9`rDE7Mh-k zyf(f#v!Dsh-2*n@-fck7EajI(J=jCCwv!uBS`uQ!g?1{RpQIy?*SK71CpqR zK#J(Pii|x3($Oa3ss!VnGxW#uJ_A}cV~?IxtrnoPCkYZ9nKbOrfRjE;v0wbJhfhk% z4U6a47Q{rG(Z}05`z0~_7iS7rj>Sg|g zF7^IM$W))+{1F*D9IfiDm63LFW^CYyleTn~zu@WVh&wu^G5(CI7`CKOq7P+*l4x?xOJ_8}=BK=9DVPUk>U%F;Ag>Tu2}}eokY@+j<4E8o zbGl(2Q?1Eu15NNo?j9FA4ksa<|p2l3Av)lwG2s8l}} zQ%$#lyw7>-ptIZ|{PcJak+ZUd2HA}zV{FxjxY1dwAU&#(FRHJtYg(e<+CINfil|9O zT3FHDL#&1X$o=gm;gi@~m#V6d6bp@0C;_H-vWOEpDF0J+HsOjIcUd-B2AMYmi`C4&32*H zF3p$Pv@=iDWU*S3GM?99#n|ktri%7eMb;@xt5Q>it%)Kv>!Wto7jiKj;XrQY7O-1KS4mbjVi=Cz5Euod=*9(SD;c zL@5RCMVf^MV;|Fi*Y-0C9I8InGc zo%Iw@6Oo?xyo;OmQ8w$$52ThY;p!Ko*%r&_&s^+`Arxf)Xy*C$cPc5clr%HbuhGvXR8+J z*Qy*?AZ>kt$d;Q!qHSbq*Iwz|#8JMxwvfCnB=-Y|1{=uDctx%GMFPNu;mUCTkWKaN zw$dk;X>6qiS3G5~--Pc9>kWq0RW+q&KkOoR1u!)W6@+eNiqdVY%RoW1Aw}#*T)kt} z3eDUNuy?qJQZ2iAK+6`5K=@?IHo|o=oVanb9{DP@-k=~JFD`O(0=1_Nm1%{0C)jeN z$+lach%P{npDZe+;16x!$?6yazu(Q{OK_u{YDaM08w{D1;zFm~$rLL~x^%<)3@94P z7KcqX`()ZVw-b@4!_7pz*67IBO=ROJtK!>LgJ+CoE_7QNbQPoVE-L=$l(nsYObfu< zvuM%NMlK8!GWX?$_?E2kL)+8}0#>Y*Bs(h%wPigE32c@~V>5j7Ouu*gxuxKI$#r<&F%L=cC^Equ%5KKl1|LGH$~HKcC;| zuUpm=wSC}=anA-0c)#&DK;cH!G|l=hhMKj7P|LUw(s0epy%r|_&}r=-_=?#-_E67V zv{*`4S6+N7=GG#2eDy}40|!pE{9o&kr1r!MU*tX)D7hbMGPgAKxx~)hk{~_-o{ax&Cz;5}!yq&qzxknAZZ(=p@!2c%@2qA4`6ddRC3R}pv+Wn|J zes$VH+y1rA6)$t#eiW$>qC$O;L@DlqGWie*nS6)@=tHFWE-jJ|kW`Zmz<*kO;$WxT z^6wih@td!kG=8|{XpVD>E71F?MJg+Q;O$`^!joV>hnTX&NEK~AzV=FsUghQG?7-b} zmn*fLWbV4CZS9)aB1@7?_h=d9RlRECDbZ$`>?FDhHEhd1iCV6U+I12SGr*P9bSXEg ztaGV++CzhGAB$4gA2iZc2U;I}(X5aDl7ZDdB7H*Qu4Gh2R$TC$0AN6$znt&_zW#T| z{3NiwmKIw-=Wdv0)IwW#((a||G!+%m4yZYp8&wVja8H1&#I7hrF*g;ku1 z^n|*ueS=&!{D2P57TeBm;zPZ0qf(WFa!E_l4y_(dsuCrMBt8@3Kj?cC+eF6Rc7r)y zD%a8Qkns?!rLu;7CXEI&Ne2A)4d|(f(P*B@R|q!Gpv$Wv?iE{xDxH(3*0z^i89LKZ zua+*l%F+dmx?M5~ZtLM_ue_u?9|a;KYN7q8;YQ2G*!)2D=qS`tgt z4Mn4!IFCnSWksF#EfV!%RL#0)>M999iDY_wz=k@P={#Y=VsyLvOvQg@4a+JgIYfDigj>BhG(NF{3iCca#mS*#tnrYqB<%T?E1=P$_CqRhiByR#(h;8+s}?jZ-*si?N-uR zr7Kwy^H)2fZf*<6o^>?#!r;*{?$CY{9aY%W7B96C}L7rJA%OIz#k6c)P+wR>h+8_M7l@tli)rnQQOH1GEF$ z%G+@G_%~tG)?rOGbIsBPlAiLbv-hX|y6Kg!ovwCB;jx`ajYiR7KRTg6S_-alHmubE`;mG30% zzDjfVuLj}s17FJ^G&ehuy06rNxwi!J^{v&6=9uLq=zty{FX~oICXJhYHr@9{ z)XwAA_uC~y)wQsSQHU?YDu;1=pJV%Yd3C-HZMY$t8tk@85_dJWM%MQ{c2ukQ?m}QA zuu6&QBdxTRBFC(k_n_qeT$6M11luq5BI_GC7WD+^YRvQw?ZDsVIHT+!ds^nvFO zyggl3DT6fZdo~GMgxS-$ca3glZJ^kQbHw>S$3d)0)!fjF1#O2V#Nw3jHN%2U>4IRW<2iF19~ z`^#e0V3et`3X+<+NH8;G;BfKwPDkJRO=|6R<6^7xvt6Lz0TU9ac22Zv8@LtR1M;HFJ z&Sx-0n%kqV*44`77|9GDg&$>)ChNWZHLu{rO4Wk13e09&v0+V^>_#WPPU0I~Zb3vI zYSU`c$(jF%B-E~!6`P64GGiNY6NwFEioDkS^kK%PF-6kld24gWhGF2Wu~8hG2vQJO zH3LL{iR(&4+#9xRHYo!tZJ1OTr{A87 zoLoK>|v6!YSh57`Q==Cmc4;eRfZ4%bj^tn&i>u5+MZ zb)#Tbi%z%P7NVPM!R{^7LQ4^Msct6X$}~KPx2;x1Yplc~Bh}S7gPSwh1<&H0&S1GIWX=lFVZ23KYYsFD_!1 zrDUgG>wu7EpdAE{fhzM4n(mf=wTddUlW;gvLf$r9J!h^BQVXQht1?FFHBuGrFTt%r zH=(L7gGnMcAQ=p17N8j0AXUoL=x7sT0KsA+BIEJMEJLOMZZB_D$d~Z?(fa%#?;rR^_U@GvO_q{As%Hbf8UIyn1XqGBT(m*R zR+V=sE2O;7_S1D|t8z5-1g%;ym_{vLv{Afhqma-h!pNE?H0{aSr1dhMoz-z^^`fY< z@PtiQ3zcv2Y*kn#x^aUt4oai#MzffQ3as4fB+^dcCcge1ixuG`r>Z~KS4~+=O9_G= zD(ctg<9`cBKkt6hd1<2Wv|Hiqb%6JgZal{ab4dJy2dDRhw(8M6io9<$t8gY2Sz`Mx zjTS&pER-(#TtMa%4V7?=X2PpvDcK2^N^~)=)KyuowSlvpDuLAg?prdilhkd8Qc7&Q zD%70qOQbnB>QwKEh3-dkaWA&+_`pBv7GsL?B5t`|U2bJW3!ukx#bS0BkoefG$YtVo z*XfE$p{8NQ_*jM@J>%EmMA8$Ss}o84$^ZV$uz+ZL@VLNe|G{Mjb+?|SDjjGzGrWHq zZz{dIPP?2x$Y0&`sQF%5cm2^_3_q$1xqI$-E#2sd??kGb8HaV0m$-@C@{sLgP}8Rf zgkpYbK*)ZbA`n{iS8rjFh&}}SC);*DVJ0Hmwk3m2kWR~f5@)r_So14~v}ZUQfj1UN ze0wI9>IZn-vw*GJPSCVz}_#@~wPTQcxlVyT@+e7k5yBA$7f-|Q0{zI+CFrh|SoH`)h2 zKJfg3FBEUGcr`KmHa4-hKwu5~;y@_YD?I3?tx^i{M#;uIE_xEsTgO4=>R&85!`p&$v zFzugohF_{+>y1F#VmLM1H>%XTnuj-MEh0)JO@d(xLb<_ zUpMbCW73*{dOmZpm6|tJV)Idio(x!?gSMAcrUK4XuoH-TVVIk?Ji(cYu4>dS)ZtcS z-^3~zKGv91*C{CQLV?#Ka8*SJ0k(pCi`<9(1jfPfaGA0m>L?!pfamE@q1PL?T;i>q zmijy{Dty!^8~1xikZmCM^Uzu29b0c3RX%zn*cTXD_A*JYm5FO*I5FJW)av-aS#-9i zx(W6g&IQWRNYv}kC-LOQi!>K_img#k)Gio%9(7_YQIEh9jLmo@*fa6nB-8NJ?o#6I z4kP|>x+~eRq*ldIj=^tOQcF@>&&iT3gFtH3Ep^k9TA~YS-Dz(9h8svh;^Pn1;c~V0 zR**COj&S-5FN!^{Gj4a?P;~CxZ%`bsDyAN+IX7N-R(rq^+U4#fv*pIAbvs()#XOZh_dXXeYO3CPf}f7Jg9YLB)3QGa@aiA`ru+6 zonIAe^8Ug_q_?ND`YO-rH%T>0A=uM)bvO~yw4RMy(4MsVs!-8LsH>Aye_$pkkj&x* zI-W%mJh1WEpx-AW|G+EUKrc^)(W~V1man2(X30M+*z@%dd@umq=LdHt_gv^gZ8o=t zJP_TQ^wg7;b7uo%pB-aRPCLcfXNRKogf$BFaUAkU^t%2UO_n0P;FH^Dsn|)8^|s${ zs{b~uE-Y2jdA~6?+Ac0LRc`+M@C{P`ZW8GPUaBCSr>|9oWC}`;#}pwdd5}nccWUqu zcc)G}#NDY7*l$h+==b}I?+F2oN&U)I4UJ#k3(^x|sj3jXYErvjiPj8^Ye7;n(%K1J z#MkGB*aKR|tPc5xesL9!?RX8NxyMT%3~yrYvwz_0#v{1bhdewh?F0L6I+L=OfAzen zCKV(7{Kt5ucXTQ=;wPc7FYbr>)HFJp+#F(hM8 z4z7FUJ8s!4-xTZ7@J;cMKFl_})V$r5=;jw%vhTUIEtEmbPZ^^{$JijcpDvA$eA|S# z51gg1n_#=a9+PgcHEOx-!~)cUPKJu}t$=kai8LWGjA+tIh-t#5LHkAy9f{r$9n{eQ z&6-{Aj%K-_RFMMBORNI*Yz~@Zc@^JNK|qntPNWk_H=rluyhJOa4N+2Y-P9i%x^q5S z-~%!XQi0CHfpq^NaF^ZamAU31(r9JHtn*)r4w{qT$g+}XE&5h zRw-Q}?W<%_MW>QPW{8Uu73fAUQzYU^#8w3>QL%GC8#dfgE_0a#4}>oW;IWu_W0;gu zU-OAgT4FfJ)**FNWlb(UvmFy2PG$RU#MF#x=^U++&Ee&NzMRGh-O4Li-n!CET^UElGhTe+L|oMsWOQ)pffd-B5GPl z+qKcujB2QP6753THbJT}s^&aKN798T_Q;;_1;lUqiY%%xryHyy%~JPxVtKCWKaj_& zhdw-!w=_*XV~{?vUq9p`MC56{h(t?DG5zg(S7*8puAbz%V$~AJ;Vsi7>8|ZWin07P zTCJnJ#3fFX)H6MJf)QH-M{E~@J+>L(ij8|LpT_;kRsYD$BNa1#%n9yrr1Tr-%6RQX zCxGgZ7-%y2hwOt@XHz9-+%9{zwyeB}%A?{wAnCodgDOdz<~s@PByca3d#+bRsXM)E za3_#=g1Cd!o0BHY57THw$2;IM#hoaf;@SCzh+Og9e2TQ+p!(W0S*2t?XjV!0WL|-E zqg5r`6Ebz|Yp1^Uw>v}S*^5Qm2^2ALXp#m;0j?Pc^V8yr>PqCZS{5;O=O^k>d=dCl ztowSAUu0hMn>sGw`k;ZkMpCo!M=mvgl3u!Ogw5Ro{MGnm^3LSDAo*?|LSO5kI`Xy*7m!Hl(X0`}@X9Y%pC`6DS9i3)Mra)~N&|@7}THiL5Ux26z{S z8#VptE5{}xFf$LywLZfqU%$D)RTYwp;CmOf@4Z4F|4IUQ{U0(t9l}2<0%vRYX36~I zyXymS@d2Ci+!d-}i&*_^pekiIwM zZs*6EyWImt@Z%#sd_W3k+T%eiMUO0JYjBDePd>x1UqstDo2R*|iVFEgvrtH;%YKO- zmse$X^Etl~4mDwQK_j={gbuZwU&Mmd7nSZb%RJ$^G5HnVgX|wTs=?Erw&OP@z}cN@ z&J;un|)9UGO&k-JwxQ$6ovlU_PnqB}#X z**clLe~=F%w_;R4URf`7^O(A~%>VZm=kXpF^Sz|^C^^ROIk?Yn!g6Q%{33Q-*QwO1 z(lM11Qa?fc2NUIe9Swx4MA;s~=)07!^`(A;VX)-g{S&YuBW~36zg*7#a5I37Jf^jTV+M1*5fobx&_U9(vX$LdKu-ByolP0iuHJhJLZfkvtnl; zm=z=g@`mGOfjY!}2}`~=#-r*x9LM6aHzN+g97RGoX^#16EsxlPI4b7isB*`(39XMv z@@$CU!f<7{qh#2t2CB53k_K;?bBgy+4t5p)pc&uY`BSUfK^@@R&$21OTbv@STgYmrt-1E+a(U3zvskJcD2!Szk?qD!#5w&$H>B92 zwX~fy)Nc(Hl}6O~ZgEHFjn>$l)o9mP4Yx7hA(($h=wGYVd(6VM>Q!E)L6&13OS&7P z9nhW+ZMazVXgMXZt&7B(Ng}q#(h)WXEb)VW5jfdEkhV3}30wbd?!FE;|B>Wzh~W)4 zxVU}AJIaPvlnu9+veiL+ZR3isn?=#vR&|^9oLp+iVRt?)15kNO=0Dy6vZL zQYnoGvnPhX1TT#D#_S83Qp5484aUpQ?f=X9K1}L#OK}~Y<*tv$WAqM+SaH$C<1W@i z9DE;Ze3@{6$PcMJXv`wOr&*3rNqQ|103C?V5Pedr+*cca=jOj2z}7Qe;}xAf>=w5o zmP}A!Uh!SN4H`EZU{hkY(vw_!zU2|i#2v%;%66YjYq26;;=ueh))UEORnMy`d|i?q>{f9Q3NQXsF5$veXz!qv&-AAR={9$Y03@v6tVyn_wCGMA4s9)+I3 zBl$=3ma|v0A3SdJLo;6OgA2(Z{?WV5(r+{?do&8%?b)ar*P3x$EK)_z#+o-1cXtx; z3$K2D5uM7NdEP0xxWw|?RgBNjD$-mKoxnJ?gb|$=3!>qxq#3v*n;QPJRHiNsDX_R)dpTZ8Nf% z=MGhS-t<n45Mbg9?*tpM-()%8}xQ}Abk2-)d9ISV5_Z1)Y_D4LMya{ zH&PX&|FjzsFBo3C|I_G5A^I$2Rs4H9SQbevwt8g**ky=16xk-S4m`hf1YzqBZ~2ZM zV!v%!zM*)%fw31~%o)3EqoZNVsxFe0%##FLdU1`~eZ%hJLZL`(aGOt7?h@@V42v{C zJney>hRwHY*tRE9CeIqsDP{!(yRHB?9dH8Yg=oWeJBsBw1v=(S6a!(~d(|V$@2|lL zx>#fv_Wb}fBiaES@AySv)ka=nWC!baRJ3N>2mm~(L$(tDl;`HPh*h1kU4rJkGJBfD z4dV>GX1}ala=AEJA#Z8ST$pg1H(ArZRvd!J@`9I>QH2T1)R;XU8Q?(#p}8JaSFk*a z5hoP7#jZi~8$xeh7G$Us&|-YEs9@r-Zkp(9m%;nmNNO7_VE(|H3C~(oIMa2I#b%- zx=kxkX%Uxk<=T1I{roedE!>R`QT5YFYv^_BgYWRjtlxMQB|)8dh?1bt^z0w_Q|+{> zGgBZxRbw??pXPTs$H$LiWUb*MlT|;$cU8m~%Ry?+KO@%TASYcScAy=3AyYBfUZ)fk zG8Pe6RQ7nrQUqq*`e>rUsZ^I&IMpq`Mye~EY9sOrr&6|4rn!hZ%s&RIsx%9AW)|zz zX$HK*#PzJ*K;6+m>q{QOz3Gm5Syt_itRjd^-7pR){Hr9qW|RbHj=-l#fZXf2&lZ~m zcP<0U$jUv7r5skI?i&=iP~MH`^}&RUob&uftfTV{7v=8ccXL0e^o3oIdC|)>cZPbM zHh%h~{Dx+}nfdBOZr6oCe!hLMZ&@JwncwnMt0!jO^9No&6x(3X%0#_ZZu`__?_7dr z@YyCbUp7nkA-q!TvpH57o%X?msYp6Alz~~xU{>3H5_6UTTCm~G4YRkgoouE-_;6JN zGq?^}fn*e9J?aCK2Nk{ugnC4dKTkl}pwXGQH)uKwhsYd|5ZT-hkan^M zZn8SV3yOr(>Rq^U{j3`O!=r6$5UJG5!{ z9S!18HCS|$ZNs?OAq}9n7Ub^DMXE9jbVEO&WFDl6agV83pXu%l9=I_zkA7Ph*tC`-UcnJ+I$<@qmiUfS18#Ai^V2{bvrY;!wgO(Pb&NIUKeOW@)E%cc)T(PIt7K;&VC}icAfcL|}*cI~wur8T4FV(g^L1 z`eO%l;FN4XvcVbJ57ZQPFpC58nd!h>kopmkCS8QuA&+FdL(*rjp@JnJ1&KwecqC&> zX#L%$vrRA6N7qj1_Jb%HdJ7@1^ zHTPCw*wH3DpSMVE-ctuseF=F+x6+zV2;2i96rh2f+gpaZ_q7BT%n$?Nxe|F_kEJF zJswMN@E}2Z{U`ZOZnbL0wLoubB{lhDH$}P%kXnv%jh3t#n?DaopUMW;dFd*$vO&j& z7oqh>%m0Wf1CEPa`m#^vHS)kb{8cBnG*?<>+23`eA@Td=k6~`xKc6JqX7=lY{rJH9 z2hN?ZKb>#!ywcR3ZePPz3qZ@}wE#di7*rhbhJ5|gs>SkR88yMA2WtQN%EtZc3ou%X ze_dg;-{Dk#5UIa#R-E}35`KQLUrhe0CVC-Svs&5r8&!^{s@iz%;TsmenjhtB2A8jy z=Qq*)NJ-}xO4a!TZy$KQ@faQ--$;IH)l8i(ku9RK^r!O5{HVM#Wm!GDh_|c+@v>z5(1-b_=lManC}{xpmsDx2 zY`rX$V5LS~Rf=?#ko0k5>clhO`VlF4TjP;$Jn#+2z45R&T}<&B^*v-U#r-fB!>(Cd z{7#bIwM<}b?n{D?P+>H1MQvI(VS)#ZW1WEZ3|(?#Zg4=gu7YP3KSp`+DmIIRU0yA1 zDScK%^TRm&&}@X=VN2MHu?eYH<}SZtt1pxxWy&hB-~k_bqMQ!uD})N>l|!~xo&r73(jIBXg6o%y#5P5$8SUD5*rU3AI-rt z+YHZh^MEWa8cfh)1&k!!(8KhACI0RUt~QR6Yo;cP?uTubG~onU3&~SRo=4{)Wj|k4 zRm^3dAN@~#s*8HxYTs%_>Q_Y_DynL}jYuaox`47j;2(9p(&PGzgQRT$p8Jzd`H%_( zm1}S#-wdRc_|^q{{iCTgcrG*)t$i7bdiM&7@UNnx>$xBhSOKPfb)Y^S_aFyv^3Iv10w=Y(pw0T|E~~2m0rs116COrjBWYRP zNhokaFUOo7G~Jq z3y(q_o?(7z#nzmRgDXxxZQzPiPalE0%u%(%*vbBMRKHMIdX2glEPO?i<`Y#v&3$dy zh)S$T{n$!d3e!QD{$qV2rHyKHJpK4bM2-TA&Dy;v5LZHHCe{{|BYI@X+6{}6G+Tb{ zGo5CLKa-}$^pDt~VEIvJ%>A)q5lOUFdR41^anKg096w^kxxdwHzW%?c?uCI_)MPL) zPF-)%XrXISWS8?e!i?B`xHLWX9f!2V-b45DX;mDCt*&$4%QnqJXtuY8qEPR$0j!(Y z7Eqx17m#=AR?UTI#{D)T86UAa#y1e$8Rn)d63-08=182lt1>qR*Qu&&IUG~JlF3>& zXP8UuW)5}Ocv>)A=4c$Pv7cEwwM>3yQfaZL5tF-TiyhLZ?UxaCRax9BB5L$95=TW* z#6ue2oy{B1am~c8%9dNzM2TA6L}=KQp`^aH6&f4J*c`~|k$NyqCY8l)z z8hiaPb}P+@I7??G7!zIerDGC-r3<6f6F9jwI52+Un2*LDB&wWH>6VFOQjn1^0123 zOWsPfC!`&OF66wCc9YCrS5~5BXk~bHSOr=oKmmHKR@JDNY89mRtf(hl23cWN%vchd z%TBs{t|knde9ppU*7|lpQLtHI7O$Y*L!T)q>PzVxG~2!ws4q&WZB*r8WxzVIt=OpL zN-8p>d1H5q7TEJ36@B?DC)tm@A_Gx@t1bBJkWmObbc7wz?t^vz*_=7vlN+Bn-(&Hz*sr7i_Km7EF(=t=T!SENc|9>13gmV1Jx z2R7Z8)=KZ(@>i!>XN`@}ijfm}{~+hqJ9F=BOqO2?ahySeX0NUEfcId<)WMU#t^tE; zdADKerw`APgrPqhwEDzX{ar)H^SqXbQB6@2Fg*-NdQ@>4OW$ zaI+UxMv1*|cL&w{B=|%4IzMn0zGa3hb8jqs8?4#(A-wH#fxdsJzJG|{d1yNK?$=_~ zO)Zd*!7w*IJ{q6-L%2%pYip?a`I^-q8LX_Qq-C(taClvZoIy#rG3=IeUyBS zpBeUzw}dVImz2DHjCy-VH9V$Y6C3{+({qNSvjsF1u9y15ULNC2QMr%?{2Zhxv@c-X zk#u0Q`=J%dJSFK!8I?5>nvv!61YM5Q7|&CyWMs6_bHpKNTSeMF$w0@?U{vWAvN&Dw zm!$%IgbIcfOhW+ zcZP+Uwf#TA=zcA_0Qzk1L5gNk4M^QS@cDr+7XIy9Feh2I`pO>HDxLh zo`kCEA~6)i+K)OE{m;Bs|`_!9U7bYP1sSAJ;?zracOX)e*4+&t6{I_N3h`PwBSRpt3eZA~D}bHA#*H@8Qo_L*Jlog3_>mLZ(Mk)a5S=$Fqq|fduu3xd zvHze2ylOQUB+Z)ioJm0%HQAe|P31 zht+qd#kU0QU5x}uo=R=ju+8V~%*S3AznZFQta~y`h*8AcmyFj9R<%nO`&IY%GKX%y zWm0>dOgm_~ooU=?f4V9+L#iONpPxhYhdyk|8qAOO#qpXvdn;3l<7e0zvVdXTAjNcO zY0h$m&hay3uFJGmp|3MXb7u_Z&L8<)<1raqtG08a6VN^?D6lu|Z0`)yl&Q5!CHrB! z3XR#?0MBAWhGqK_GjwzLU4X`ep4E4yRV3|1I*GIwM6uc4pxF*GnF_Q1!d6W>8~ZZ4Hlo0t*w?dT2Nw(HBd6Ot;hEIQiDhv8|_PX)}j<-t7sMd zI*cT^;<&#;M+as_i)_&m8bo8X!?K|ZN=!t_RO>>{D5;}v@3@1oRil>-lodHc{PYQaJwETdfwC?EPOi9sLgp3$N6Ut7&+^yC9=Bql51OA zlX}v)s)C(jzNe?%(xnacfXv|vzE6XNKo}cO*H`sLpTI0j#Hx7Pt=N8%b|9s3vk-JZ zx!E?6xHItp;*suo6FJnRl{_-o+Q@}KvX+f{+GI=n)mnm@iChF6biA6Q<&M#G8VR~)(sClnqYz$`ngQxp{Vh;URzfF`b zIB-D!ui1k#Im;v0 zmZd12cc+S8v2&R(vGh%jZ|QxM;8pAEEEL6?uJo26Q$9_!c@}Af-Y`1a)Do;vLV5TQ zpCy=LKKL_U#z*7zgPbe3ou#i5?p5iZqE>H(GKM&;isGnt$7_DFT9SSHeO;GaDvcXe>!>1EN`*)_k}i^|Y(ytC>-HcPjnhAukxR(wU{S--`r#bc?RTkH}oH@3jqc)<9&assVo zVQK1#PlBgx?=@ag%6riW3OCtHi0`MfDOS*2|h z6u3@ALE!o_F68-?Q7J8*q-;sO``&<_#A`|K4Et7h9KJqZqWGD6Tva+!W1j3y?Fr8E zeTjI&34DF=uJ|qx_bk2z>HOKmsPaIDD*JZQp;p%`UZDBvT7i#9L#?hAWk-o7DB^hZ z1qB`f1vQ=3^HRYe6;ZH>vwBwG+nuFW&!X7tPGl0hzyR!5O;xRpRe9PypxLv)T{_Z4 z%d|E4vxm=Wd8#DpG$rfn2%1`+F0ppa1a@k4jIR?3mDwpdE^b>kq4h>ZIqyNZ0_Q8U(SKSj2lGL@6uWzU7iLEgu-wnF8 z^8i3urrufP3B1i$st%c}6df{mr?8y0BHkhWN4T@BibR*)$;`^0IBU|6^|#oifg1N< z=C`V1-UZO{jL;vEJwfTYXTbE>)kavsem0!x=1SRdS>wX%-TpFmm&%o1&QiMB{`g?E zI^5zJrMdPk0-wpVuK`W2rMcRNKE`}aDX^*~^?k9-B&UV(MbxG>lp@?3%UMghZ%J!B zvz5Mmp`t1?wTH6Bb4!WZGhn*=X5JDj(2WK*s2zB13NvM2q9qI0Z# zzw8U2DL7>`i|xfm*#CT)%@Fr2U5aT%#$o~&Ty+1e zPJ)gqtsk?S(*U^m^qv@OkdQlF*Xz98!O_M;!1D zLFjfKD9*qP<29GI@uZ-Uo94K*shS6ank@~{jp!n@XVn!ujT)*7X;Lw%^MJvz#kCDG zY{ggb&NThkovxc__?mM+;)obHO?yp&lBk4QQ74S;A&qCO#5yq@1a1I(BJh?~Omrpd zHP1EE31(msO+}qk*OzY?GMp3Pjs1o&4a54%Mvr< zQM@=d@iDZIfrBOf8npP6Wu+h}nMMt+mfb`$eZ+}Z zX1D5A?30^Zn2n5#$0L+_;UmFL;4{=SY;}{!Goi@y?osYC>UA8atwOqGSS8qDdn`YT zKyQ)dq&}J|Eq02I&Nx=PA@#$%#lhIOUDYs%yxz*FEB1;8?l|r~Nn3BvlnoYz<}jVG z$Ntj68M{mGZ5VC;%=fm{JAz}eQ#~X&BN0D~s;6{Pv|G2^+PbJRk;8EU;`UI-2LTTL z5f=@2!!1530J-KQ-g6PLofv51HL+#8;j8lSxtIEbm-zTVHr~BH?V_|SO5dk8?b4aX zWwU;#tkHsKMYNMp)SZ#YKu*!pg{9CQyv0?V92W_sb)R0-g_uvm*+i_26XFGpWHyEe z^vy5EtGcY8`*jEEP*}4j`}~=*@fn96j+Ka%OzdMWTS+YPBMVK;@9d@X^h`*9jb`j~cfbjbAD$tHjHDx{DF%gjDksvjW|M7c&kx|4y zG)?78oj~f}5rw*=m$c>KETe-2=)pmXZ_S7nL@T15gre@4LlP=>chqFQm-V1B%w4s* z2z)53aAQ)W+|VWxw7SS7Z0;yE)oYQrD@Aa&NkN)zLLJ~X)y=~ov=&4gH0#DRb;?rU zn>Fc)&=sIvJxh=}bHaBg#ZpSf6-b9&z=e6hZm5YgosguHQglLsPD;;7$vG)CCnV<7 zBbfF0Ww_4B5F;U=rlBpNe#;@QHxy~V^^!03n2jd=Ufz|JDMd_mT}C)1LZ55ajPeNQLJEg_BUm+$IGD-)>~ zHtiw4s-|luecM^FHle!7NQm=z2TLUQhGt(IiPu~Um04fze`FGH#ChgeB5=g>2fjdY zmeU(LzYD{aVVGZa52jUWyTcDGk-09{>2P@C)gDw-A2_VzJpT@gWc-@1olQuzFJRn} z^tysq0{g5He0^RBN`K#_bZ7$uD2QZ6u?OBa?yfhO3UqVo;-tpE6J4zM`$MW;mnw+Vh2o=t5orS+c5HenQR^e>AF;@g;GA->Y;~cql>o~c+mFU;JYS`x zOB=Y&R!O*%Cfo(Es;5SM=TwcCCz>+LLB2LZ=kq4+K-Jc7>TTh^$>PZ`ATO099zX%K zZ3$TDwcTumFA|u!BHf}Md-Ett zIp$K7G*&T5J>#=_N%9$=7H2e2j@MG!R7**{$9vQxyr0761g3KXxDtVxK(H*Yp(KRe zi3l4Ig3`^&2^UZw&mml#q|=uCo?rcm!or8lAaJl~Pj-{V_1u=KB3rg?p!VUkNkH77s3qrW-fiAMy6NsJG8nXiB&gJJ;T_Ak@-rTFob|0zdc^UzK`G6#1h% zq!KKg1_s4W;x}b+BjN$X78V028%t%eAHn29Od@99Ju%#==}v-K+@+x_4xCgYY*CXM z>>Bh(Zn`%U?A1byB$%@{y45tHy@D5JUK`oWe2hX~UIMxZ?Wm>tc(%Zy_pP;W2Rgdd zk+l!1qY~Jp^6TsN!Ykl0BfhtD-|~IYbA%LMaww=hJ9F5z_aI2~mPPD$p`865Dl6Fp z&^E(EXBN|h4G246OEawx*u=hch~kP{4ux6q9x4S?18`0PH-NU?m0%{Y>7J}Xgm*WG z*wPNTBHZG2)O&(D#I{uo)??&LY@&q)*vdwU+J?5PHj`AGpM(jztrc#YS|v;`O?Sf& zu7pxMOdUTcQ(W7STJ^IjfpwU3eu^|;&!@PKsZmV58@u`)W(|1BMsPKWdC# zoo&QR)l%C>N{MBwc?s4Zsp0^4Kszx`NSYC)?ljh;r}86w;wUv9#GaUY|B$Zt4}5`Q zEEZBKW>f+@DSRv-osCFWCejV0o|R5A-qdU@FKxJDeP>%l{Fq1&X&0G5Mcb{F4WRx^ zsZem5RJAl_UQpj;J>#{W=<6^#kxl|b@AI4ssTUgNh)dOuwulO3)|LYO44~?eeoY8X z`tH9{YL}|R`lUESGd1%Ugk~g~Z~)=bSbdlZo7G?iu90q@xDlNcXc1ZvwQFjb>^{Au z(cAAyoIRQ)sV9P-RWYep7i8_R4Z7u-81AUAGC?K&Hay|$Zr!q7&r5~c>19n2!jt~9 z5POQ{&Hw2YF0cv5v$(4jYJmY#22v&BZ=k4TshdB6zQXPSu|!<~k(4l#u9 zE?xyn%^TDOa3$<-%{x|^2Hf{^9q!wKxcE}OQ*bxHH8J6Gw-U0q$1qwsHhV$!bv*2ASa?07NvHZ!NARoKsxkrs`8%Hk z`Q{mu%Lo2rmI3-`E=o2&e?*H|XJp+`tEDl_)b+y)@rX8_>Ry_f@bQ69#`~n%&_*S5 zZ37*Nt^a}f>AJ1e$N9vCmva5U56#U+wg6mNV?<-tZd3J$B6FwpS7 zbQ7j-lqJpU0sqJX+6wG9+xTlLv8geyGY)6H8mt610zp>GXeTf))vY%=_0f7!mAXF) zb?d;1pQgp8gQz!2wi5BS&!w(3dDF&UBN#vX(uv}<_7RoXqsaIJy8%oXv*)4B{B$); zg_!2UI{x^HLZ0?*(}a53*mq50K=(|W9DmLf)+bm(dn{O>>$?Ms4gm zRPAdWJ{d+h<1;n~S9~pL;1ZvV3!CDLK`*LwiwU?+A_N804OrF~v<`$5 z^wyvky#Qga1UBFbqP|lg-qj{(bKKI#Y2L|r#v_v2YXjqowA`VY83uD$Nn@Mzv^#-Q za;>RBPiq>QZB0wghngQ@Yj~!XA1ka|r2*19w0s=~?>JwF_b6`pQAU){V?El4GKg#v zYCgV0oTo}`0j7ESqN1x%mwH1Y4W*wYkfdLPK%hU0at|K^2sq z7)5HsLuniiPhaW)-j(db<7{MqJ+#PSaRi{z`ZFb_2*LrlFkBh#C>i#u6;PO0rB#+^ zL4Sv{`sOPTZ1yY&1Z7VIVrP0MbQGL~<#lTEtR2WbtVlKPfkg+^p+&_0m9EMFqMKfY z5IKF9K}32|dM5XSt5ojpEV^3d*yk@U)bMI&2Ph8ud|D36?~F|2;xz!ItMcsj0Ke{L zsP&sPsD)nAt1vsYT>fce-h-?$H*T7~DdY9-Ij-G)NL5If*2tc;*!h`YJudrxmLzf2 zcLk1y-|q3_tfmY#(-W&!@PuB!T7dP(bBiaGnv~W_^MaXZ4`vIQdx7phdqe zVK!H5ns7wmlQ$xX1Z?$SISjfUD&{R|%oeADr^OZz8HHJSWW~;MN)z=q5kNO@}S=p}NZKa7{!BUSEU0^*it`(#-T*n&=Jm zrPjXT0lDC68C?1n$BjkPjiI|}+gT-zWpGg~F3_qyNmdH5&6SYVa(nnVj(7#DxZ3Je zgPp*wdt&QCA?&qqo9a8X4;Gv1lpmV?Q>H2xRjA5U6v697#W9aiL*4+^2W;vbXUnse zx78v~YCO|MQ71LRBF<3_WhatdI!85I1b$>{c21Oe4OGZl#CvV(k{_2S+THaqo%0ew zdJarfm(GERBCa$H=g7knzo?f*60NWC)TWL+G+Y?240n_ad({eQ#E(3bft)jsP4^rM zB-1*F9)h$d0gpLv96}J^Xj9P z-hl|JHP_cNhuY7_;Ar@L81FocjJngO=j`PrElsBSosQ5Nl$n=Fg(rNXZ7;ey;-OWc>) zr*P@;!3Al#G|#R(SWgE<$}T0!mQ*dn5LwuO&S27!bOLEF1X82DQKKD2T3KpnRSh)_ zbvY*fiEPT9LF zQMK*Pb7s?kkr{|!Ds79&7(@ctb>KO+xaGpKU$iw1K|Wh zORqB^09}JkH`%o~=D8I%K^k+-k`Nla{IbF>-zu>T*du6({i*`n0-f4%-Ko00!s@%{ zv@b5c>tI}a_YlSvEFFw5Fb-i2*W1tGV+q&X0MDtLwX^G+Ha?z}X!|)6E%C`WNOe*w zR{b6Th)*&F)%48J<2eXy)ZxiewO7-TH74k9nb2-dG=l3fIaRb-_jXfne{4C&vFmaK zdP!Onon-2z1K*R#QSl`u_ClTQl?HycLSsja%geZ^oR+e)FzhE`N7XO39IPsrM}_a= zW8-3zC>@p8s81?Yo}I5spa3q?^_ zXG)~xmme3Z;>mz`{|sYMX*#v*UyaRRE*j~PHcXB6m{=T(Rzabe6lxoN zvXC{ni8udkWreSIm37zMk&3_yJOW+2`-8v9R8xt?a@Ps(H% z^>MA+|0C5?P~>>@zmvF*a2x4+%u!bhH*32;8rp-qjq95u!Fq##N*`h9kD+mN+pa1MNn=H`v`yQg z%RAnf0qkX9Zd{duxovBRYA_f6ccmwiNVs9-IYhY_*JNo)RXVliS05tZAn|X%raeSy z8UI1tz@z%V{TuP#>CmS-#Eq5@T{t?AegE~uQ(U9r=;qfsh?lmmzOv$P!`3_cM|U$v zJ!_qtek9Lj$DfvCSAX$;L@bLl*hNLN+zqTao(0j)T71UXrSJY zY(um}KW;6$lFxuWMk01g$3#lBRI>LklKORJf9I=6OnZ7I($b2hqeTmx zb?1olMoXba`w>cn=pUg{{D48RZjUlnG#%Tcj+}}p4(0IQ5sr5@+PQf>Gt)@qM%vS> zc%|P)!_{6Jom+qBYw98#+ncW<99xd2#S2I)@p5eEgVIGsHti+a^Er%%Yz|h-yU+Oh zxvV3;;n04ry`M{gkJn^G;vZ7`+NAdVu5?nV@%;Ex*DK zQ8n+@Y!Zd@eE-m@xXaO<@6X0pT=W3x&jPN9M=-}?w+KEts|ArhiIl!ScKqX6Q2gD` zr}$X@tR9mnz$=$BcA2X?J|2T;aXhzUf4^7pnffusxq^sYi>#It!A{P-({;8uq+6O;F(SnepMIlEE zLXH-N94!htS`>1$Amm73wsTO}wIxsudbq11tbjGZ7GPUr{Smapi+KgwS5dw4*?zWA_)R_2GwU>Bi zd#G$JAB|@eeWEc<_A0ZWO4-a=Cw7<%ya`-v2dIyQ${uV(gZnfY9v`0%Ht$l|=h&?Y zeA}4Xj;yZrHWu@hvph0V6Wlc#l_x7cs1 zZb2}MzOe0uW`?tGBRbg6H8i4*?xyj)tqGg9q^1Bj>{jKkT3yV1f57apdSxr)X=}Hc zME>=G;H88Wje$W+AM3xwjw5}2(m$lD>%-@v^y5SL{ILpSeB)%WS^?NK#@QqXI<{JP zDfF==V7DjbvU1kD5L^?(`rB=AWmqqy3?2+G>=^g}tGbeqIoY}6Io{xzPT?zPxXy%l z@Q$)oCU4s5J3P@K3Nl|jqO7&bEhj=Zvo7Ep{AJFE$}5vERyocR{XH>SG{nNJOXsmp z`NNF4+q1GI`)LE18X9tD=b~Mvq3vV5dBpnWj-#3Tc3%_Yn2f?YVU7314i~4;;K4*2 z?(8&}wT1oxIm>--@$?*F^2J7OH3mSZnLVN<=nprb?($gnx<6(Ze#Q73$Dj7Z-xwb6 z&Al3I4t4OS`(wZc8dLkQ#a7r^XSSt}@5ua^-5=AJS3I4)xdoL=OKjqG#PQVZ$a(%w z9L~&NFdnUy`0L2T-17RE*E}=nD8!Atetdg3tDL{=^<(~im$D1D=sM^8{tbk~{kq8Jc{(s;cS%;g#-G>+6DN6)(>x z@V!9bYY&YSUwgP(#oKbrG%F8I4R*#+B%eL=mYh3t?#Ou%=fRu@a-PI_GUo}L$F}vk zE*$Ro*7&^X0anvxUi$`U{oq@t^wzu$!JfT#5Y49xDf(o>;H?*wjt|8BOos4A%~#kN z8J<7b=MQ>$CGY4!;o#HYDOkVojO^u=zM=AB-ceTT`cTXM!Z)#p^N9=A4&E$EAGSNp z=G@pGOGC*^=f+`C>v(5;(U8J-(P6grmMW8v4|3E@%Pd@G&Cre1g-=x)(uf&E2iDq$ z)>_rPKRPu~;rUD9AG05MXC&S%_vE2$JbMSvkohq~aI_%S!KlZ_{L{N_hc}bY^nqud z1M_3Rd4`pbDO4ttbLU!3A2@fe){lAg;rc#cG-vMFWC!r^LBP2%x#f-4I@ugD`|HZq zkPBNn5~IRC)&?uF(_?qrQDgbTgt6(5$&HJS%|kVKHTCg@;RW`Gw@oCV2aT@|9Nq|5Zd@;P+Q-F1H>DIS%8H)9%;t5Asc-mAF2cgOiPoZi?E# z_%(++NY=PpEwgNJSncqK==w0beH>;Rj>g6wpz(0xB-u#2aPlvlKO5Vf4Pn$JPuq%c z?Sa~#BhGWe!UF}n>D3;e7G~iJjD>riNESB*g}=?ih*5xPVB;2?2Rt?W8!nC)`!zz z2hJ;vFOP#wbD!JCx;BrGFDiP3j)S#OvdL?+!M4v!TDE=uPGh^7KU|Al34~=d4$EkR zGBH}G*hR8^j{dRc`&bh$objDI%@#P>3G!Ot!}HV8cH`^phS%BGyr2kr$3^U}f#9ng zpPIO;5E}zo>Z8;F&VtKriJ$g4p)?G!n(@oH{-c|;HXvD*EsyqdijtZ zHa3RW^nv4`)3Z~@!5BL#CMWLMK&l z$+q1WGskZ6yx1Q;xPE*9J{&^k*7FDZkIzqG;o&i$bsYzEus>jDRoI(MY&mCMV12A) zcwXZCfEQ(EhKXBlJiAca$a=Av@T7;6EnmA8o|@eD2leLy>SXt0-;l1+^JyHGuhv(lm1h0?-lR$Mqa z`9N~GVKi9#Glx6FAIvwxdJjH1aBp&8-mLg`&|zlYx!)c8edeB^9i2e#lukxv@cMu! z*f6}6o)zCpJ6wS`TuaW1*NzTv;;p}_K5-d_EtTQ$&c$%J*EAgNH7}f%zR-pTns7$i zjar##g&)R`9b#=wc6FW28&dH&j^yw{#o>kAAy&`e!os!EnVf|yY{hiPJS(PMbMp4V z{)7BOb^IM@`~jpyLyog57W&$BFj_y?RxJS_R6>HOikkQ!+_k65j|=vZv*i>d2} zT6nw$!*wyv?t1hOZ_oaX9T*(y_~)C=fxplAh3$#u;?HyC>ARUX!t-M=KPF!x-i;Nizse4Gh6lp^W3=?v(qT50 z{?Ry^0vziY^6v3{}SysDVUdazh%fDK2o73}h2eX%!BAG5hLZ}xAKt(y+T9Ot2Cuiw~F&BkUp zKNhEqSN?uO`c8+Ld*(T?(3-gE#VSQ(LB<;=!02p-Jh=)Rsj`ET`n{do!l?hTIUgyUfR%s=*Gcj8%3ERZ&&KDi!pRDG0)nDU1IC*+;HZG z^(B!rXLZ6&hW8rvJ=kF&?dDn2kyvh{j{~l(6NdFM(}8)$CiVw9$IXHBho?j%&L6Gw zcTL|WoG$?KMq^mmaNlf5ajdQPsC_6bvxVye%L9LqFI1U6*LH`DvG878spYD?={shz@?I*XqZeHALOY9e#KP?hpD78qi?m#D<6dKbW;9{XX_%?E zqlzLpzExqcT!_55zb1l+^I^*#@g=>STlj>81@m7#@_7585AzGrF;vI#V1K(94xOAU=P7h}r{pQI&&70! zi?Nd6k=DxU=;AR9Z2N=iZ9-8Gvl+EHj+%pDz)+vZhrq*Y<1>f!km~L^p^?zC=8VcT zkb_W2!?AeL46O!G@WYtmN)0uOqmmL{I(+Ex%DK3uYEK}dF~-H; zVM{C5VBeOsr<-snWS(O>n;cu40jL%Q<*N&9oU|}lS-ui*(&$KKqKa3c(KMcvD9Mto z<&Rtn&NtP8C9SNg;z(7+MV7R%wkhuJwU#0_B*ym4s%suuF}KhFEMT(doudJSFflkV zSPArrRmKaU3X&uJF(9j&mdicBAmgNk(t*;-Xmq4d(POC3AHOF1^78fhN5kVK#HbIy zegCPVX-jmyJ$0+>pWW$t_;tgZ%g682aliR|%d$!Jy8nB4-Q9j}F5ac>E^POw!|v_l dvfZCwFX!v={dj(R@|%C3{sY1`!J|v{3jnnBfZhNA literal 0 HcmV?d00001 diff --git a/research/p104-a2-cleanup-composition/construct.py b/research/p104-a2-cleanup-composition/construct.py new file mode 100644 index 0000000000..403b046d46 --- /dev/null +++ b/research/p104-a2-cleanup-composition/construct.py @@ -0,0 +1,94 @@ +"""Compose the published P104 changes. Ali Romman with OpenAI Codex. Apache-2.0. + +The paid A2 witness and frame reconstruction are from zxv PR5643. +The helper relations and coalescing are from Ali Romman PR5644. +""" +from collections import Counter +from copy import deepcopy + + +def rethread(word, L): + """Rebuild every typed transport from the scalar contact sequence.""" + current = word['initial'] + [None]*word['owned_fields'] + spans = [L.span(b) for b in word['frames']] + active, program = set(), [] + + def move(role, frame): + old = current[role] + if old == frame: + return + private = role in active + L.need(old is not None and (spans[frame] < spans[old] if private else spans[old] < spans[frame]), + 'Strict nested transport at every contact') + program.append(['MOVE', role, old, frame, private]) + current[role] = frame + + for event in word['program']: + if event[0] == 'MOVE': + continue + op, role = event[:2] + if op == 'INIT': + L.need(current[role] is None, 'Fresh owned slot') + active.add(role) + current[role] = event[2] + elif op == 'CLEAR': + move(role, event[2]) + active.remove(role) + current[role] = None + else: + move(role, event[-1]) + if op != 'SCALE': + move(event[2], event[-1]) + program.append(event[:]) + for role in range(word['public']): + move(role, word['final'][role]) + out = deepcopy(word) + out['program'] = program + return out + + +def a2(word, L): + first = ['ADD',388,715,'-4',825] + second = ['ADD',340,388,'1',825] + scalar = [e[:] for e in word['program'] if e[0] != 'MOVE'] + L.need(scalar.count(first) == scalar.count(second) == 1, 'Unique published A2 anchors') + at = scalar.index(first) + L.need(scalar[at+1] == second, 'Consecutive scalar A2 gates') + L.need([word['frames'][f] for f in [598,396,825,127]] == + [[491],[13,70,416],[7,10,32,65,144,272],[1,2,4,8,16,32,64,128,256]], 'Published A2 chart chain') + scalar[at:at+2] = [['ADD',340,715,'-4',396],second,['ADD',388,715,'-4',127]] + out = deepcopy(word) + out['program'] = scalar + return rethread(out, L) + + +def delta(old, new, key): + c = Counter(new[key]) + c.subtract(old[key]) + return {r:n for r,n in c.items() if n} + + +def compose(source, witness, cleanup, L): + before = L.replay(source) + neutral, changes, neutral_local = cleanup.construct(source, witness, L) + combined = a2(neutral, L) + after = L.replay(combined) + L.need(delta(neutral_local,after,'paid') == {2:1,3:-1,5:-1,6:1}, 'Published A2 paid change survives cleanup') + L.need(delta(before,after,'paid') == {1:-3,2:1,3:-1,5:-4,6:4}, 'Exact composed paid change') + L.need(before['helpers'] == after['helpers'], 'All target ranks retained') + L.need(cleanup.owned_events(source) == cleanup.owned_events(combined), 'All owned operations retained in order') + # Rebuild in the other order. Cuts use exact anchors and recheck full rows. + other = a2(source, L) + alternate = [] + for old in witness: + w = deepcopy(old) + matches = [i for i,e in enumerate(other['program']) if e == w['anchor']] + L.need(len(matches) == 1, 'Unique helper anchor after the A2 change') + w['cut'] = matches[0] + other, receipt = cleanup.relation(other, w, L) + alternate.append(receipt) + other = rethread(other, L) + L.need(other['program'] == combined['program'], 'Both composition orders give the same literal word') + L.need(L.replay(other) == after, 'Second composition endpoint') + combined['schema'] = 'p104-a2-cleanup-composition/1' + return combined, {'cleanup_then_A2':changes, 'A2_then_cleanup':alternate}, after, neutral, before diff --git a/research/p104-a2-cleanup-composition/inputs/pr5643/INDEPENDENT-AUDIT.md b/research/p104-a2-cleanup-composition/inputs/pr5643/INDEPENDENT-AUDIT.md new file mode 100644 index 0000000000..f690208abf --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5643/INDEPENDENT-AUDIT.md @@ -0,0 +1,74 @@ +# Independent scoped audit of the P104 A2 exchange + +Prepared for zxv with substantial OpenAI Codex assistance; Apache-2.0. +The transport sidequest supplied the construction. Ali Romman's PR5627 and the +credited P104 scalar/native/helper/controller/compiler lineage remain the source. +The elementary three-shear identity is not claimed as a new general theorem. + +The exact source is PR5627 commit +`ed4dc88a09a7d201971f6603b8c2074e95dd9c32`. The candidate byte hash is recorded +in `INDEPENDENT-AUDIT.json` and was read independently from the proposed word. + +## Exact scalar identity + +Write A=register715, B=register388, C=register340. The old adjacent scalar gates +are B←B−4A, C←C+B, so the final triple is (A,B−4A,C+B−4A). The proposed triple +C←C−4A, C←C+B, B←B−4A has the same final values for every input. The audit checks +all three basis columns over exact rationals. Omitting the direct or final shear, +or flipping the direct coefficient's sign, is rejected. + +After deleting MOVE instructions, the candidate's entire scalar program is exactly +the source program with this two-to-three replacement. All other scalar gates +and their order are unchanged. In particular, all COPY, INIT and CLEAR instructions +and their complete sequence are unchanged. Every initial/final frame, main port, +public/owned inventory and frame table is unchanged. + +## Why different scalar charts do not create a hidden operator assumption + +For every legal chart f, let Φ_f be the actual native chart operator, with its +full phase. Use z_r for a register's value in the common reference coordinates. +The physical field in chart f is Φ_f z_r. At a coframed scalar gate, + + Φ_f z_r + q Φ_f z_s = Φ_f (z_r+q z_s). + +At a paid change a→b, the supplied native map is Φ_b Φ_a⁻¹, so it sends +Φ_a z_r to Φ_b z_r. These two exact identities prove the frame invariant by +induction through the chronological program. The proof never commutes physical +Gaussians through one another, discards a phase, or identifies tensors of sums +with sums of tensors. Owned operations retain their existing checked contracts. + +The root's fresh native replay checks the actual new maps and full phases; +its physical caller and exact price replay are separate evidence. Under those +passed checks and the retained all-column native hypothesis, the invariant +applies at every lifted width. Since both programs have the same scalar endpoint +map and the same endpoint charts, they have the same physical endpoint map. +There is no additional native alphabet, input source, owned-zero rule, address +projection, or normalization assumption in this edit. + +## Exact paid change + +The altered source715 itinerary goes through the strict nested chart chain +598⊂396⊂825⊂127, whose dimensions are1,3,6,9. Previously its contacts required +rank5 then rank3; now they require rank2 then rank6. The independent complete-word +histogram check gives exactly + + Δpaid = H2 + H6 − H3 − H5. + +Every productive target is retained. The rank mass is unchanged:2+6=3+5=8. +For 0 6^t−5^t, + +hence H2+H6 6^t−5^t`. Thus the paid moment falls strictly, although one ADD is +added and rank mass is unchanged. The complete caller invokes the local word +18 times, so its paid change is 18 times this expression. The correction's +ordinary cost is included in the revised allowance shown above. + +This changes the local debt in zxv's +[PR5554 price-frontier theorem](https://github.com/CrocSwap/integer-mult-bounds/pull/5554). +It does not contradict that theorem's fixed-provider ceiling. Earlier A2 +contractions in PR3998/4019 and their PR4112/4152 audits retained their paid +profiles; those frozen-word exclusions are not claims about this changed P104 +word and itinerary. The elementary A2 identity itself is credited prior work. + +[INDEPENDENT-AUDIT.md](INDEPENDENT-AUDIT.md) gives the separate agent's +three-column proof and all-column frame-induction argument. Actual native +maps include their full phases. The argument does not commute Gaussians or +treat tensor powers of sums as sums of tensor powers. + +## Verification + +Python 3.12 and the standard library suffice. From the repository root: + +```sh +python3.12 -B scripts/research_package.py --package research/p104-a2-paid-rank-exchange +``` + +For a standalone exported directory, run `python3.12 -I -O -B verify.py` from +any working directory. `--quick` checks the exact source, regenerated word and +full rational scalar/frame interface without the native replay. `audit.py` +independently checks the scalar identity, entire scalar-program delta, +unchanged boundaries/owned instructions, nesting and complete paid histogram. + +The full verifier checks all 752 arbitrary-input rows and dense transpose +columns; 2,916 distinct signed native maps with exact global phases; the full +physical caller; both exact rational moment engines; compiler completion, +precision/ordinary allowances and BIT stock; all 54 strict and four functional +outer predicates. Controls reject an omitted new shear, wrong contact frame, +undercharged child and missing central translation. + +`RESULT.json` and `REPLAY.log` retain the complete successful source-bound +calculation. `PRICING-EDITS.json` binds the price adaptation to three literal +claim/comparison edits; no mathematical predicate is weakened. The historical +`previous_open_pr5601` output-key spelling is inherited; its value in this +package is the explicitly declared PR5627 comparison, 0.00310440546. + +The historical hosted nine-stage packing cap does not apply to this mixed-target +productive-helper construction: independent helper targets and the complete +caller replace that coverage law. The replacement bound is the unique complete- +invoice raw crossing above, proved on [0, 0.0034]. The claimed κ realizes about +99.9997879% of that fixed-invoice ceiling; this is not a ceiling on changed words. + +## Sources, scope and attribution + +The exact scientific predecessor is +[PR5627](https://github.com/CrocSwap/integer-mult-bounds/pull/5627), head +`ed4dc88a09a7d201971f6603b8c2074e95dd9c32`. Its word, checker, invoice and +source manifest are retained unchanged. The PR5612 authenticated archive +reader supplies the unchanged framework closure. All 12 PR5627-declared +foundation files present in that closure match its recorded SHA256 values +before use. `SOURCES.json` additionally authenticates every retained input +byte. There is no foreign-branch object-cache dependency. + +During the original research session, canonical Git fetch failed because +that checkout's `.git/FETCH_HEAD` was +protected. Exact source files were instead downloaded from their pinned +GitHub pages. Local task provenance remains main `f626db5c`, priority 7; it is +not represented as a refreshed canonical checkout. The live open-PR list was +checked through PR5635, including PR5633's narrower source-interface/invoice +audit. The older broad overlap cache has incomplete freshness, and no absence +of matches is asserted as proof of novelty. The submission-time browser check +subsequently synchronized the publication fork to canonical main +`09062e91a942f205a529779b74c13c412afdb483`, read current `autoresearch.md`, +priorities (still revision 7) and `CONTRIBUTING.md`, and checked the live PR +list through PR5639. PR5639 explicitly does not claim a new best whole +multiplication κ. The scientific source pins and earlier replay evidence +above remain frozen; shell Git refresh and committed-byte publication +preflight remain unavailable. No source frontier, frozen package +or others' PR was changed. The later publication checkout resolves the Git +refresh and committed-byte limitations; see [PUBLICATION.md](PUBLICATION.md) +for the fresh replay, source-history scope and overlap coverage. Historical +`CLAIM.json`, `TASK.json`, `VALIDATION.json` and their logs retain the original +session's status and limitations. Publication/CI/maintainer acceptance remain +separate. + +The same five framework assumptions remain: native all-column realization, +owned erasure, uniform compiler closure, precision/fixed-tape execution and +analytic recovery, together with the inherited helper-endpoint contract. +The enormous uniform word and complete rounded multiplier are not materialized. + +Prepared for **zxv**, with substantial OpenAI Codex assistance and complementary +subagent searches. Ali Romman supplies the PR5627 helper/basis composition and +checker; flyingviper supplies the relays; Scratch-net the prepared prefix; +Pierre-Loic Doulcet/hexapode the commuting cascade; Joel Pulikkan/GamingPuzzled, +DreamingOfClouds and thu-nmrc the predecessor handoffs and contacts. Retain +David Arias, Gareth Davidson, Cinna Davis, Jacob Alan Sussman, Cao Yifan, zxv +and all native, geometry, BIT, compiler and analytic source notices. Chris R / +Clear1nsight's PR3998, ToikY's PR4019 and the scoped audits retain credit for +the A2 mechanism and boundary discipline. Apache-2.0. + +## Open next questions + +1. Independently review the three literal gates, source chart chain and new + paid maps before scientific admission; use the isolated replay above. +2. Test a different noncommuting scalar motif on the emitted word. A combined + gain needs a reconstructed common word and complete invoice; local headline + gains are not assumed additive. No further positive candidate is claimed. diff --git a/research/p104-a2-cleanup-composition/inputs/pr5643/RESULT.json b/research/p104-a2-cleanup-composition/inputs/pr5643/RESULT.json new file mode 100644 index 0000000000..b20672f0a1 --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5643/RESULT.json @@ -0,0 +1,342 @@ +{ + "complete_cost": { + "compiler": { + "H": 707182000000000, + "N": "2^707182000000000", + "eta": { + "lower": "0.000000134111266725226492278714", + "upper": "0.000000134111266725226492278715" + }, + "gap": "1/14000000000", + "integer_test_exponent": 50513, + "logarithm_power": 1024, + "theta": "63/64", + "uniform_saving": "21732063/7000000000", + "word_materialized": false + }, + "full_forward_calls": 18, + "gain": "8727/50000000000", + "kappa": "155229/50000000", + "kappa_decimal": ".00310458", + "margin_at_previous": { + "lower": "0.044045194632554451118597166502", + "upper": "0.044045194632554451118597166503" + }, + "negative_controls": { + "old_BIT": "Rejected by outer inequalities", + "old_cutoff": "Rejected by completion-tail ratio greater than one" + }, + "nonrecursive": { + "fixed_scalar_growth_bound": "At most 2^(16*26000) before native factors; a declared constant, not an attained norm.", + "local_paid_rank_mass": 5986, + "local_routes": 5175000, + "local_scalar": 220166, + "peak_owned_fields": 2, + "raw_budget": 1000000000, + "raw_scalar_upper": 184647552, + "tensor_native_growth_bound": "Each rank-r Gaussian has row l1 norm at most 2^(rf); use local_paid_rank_mass for the whole word." + }, + "ordinary_BIT": { + "admitted": "17/5000", + "after_cover": "69/20000", + "atom": "1/250", + "before_cover": "3459/1000000", + "ordinary_saving": "8590884599/2500000000000", + "prime_rule": "odd q > 2^26*N^5 avoiding all fixed denominators and rank witnesses" + }, + "outer": { + "functional_checks": { + "actual_new_BIT_stock_sublinear": "3485999999253/3500000000000", + "fixed_halo_explicit_metadata_branch": "269500000001/3500000000", + "new_BIT_row_stock_sublinear_in_active_group": "13957999997009/14000000000000", + "new_semantic_group_guard": "3/14000000000" + }, + "margins": { + "boundary_algebraic_matrix": "608497735956535877/196000000000000000000", + "fused_gaussian": "608497735869607631/196000000000000000000", + "global_coordinate_router": "10866031/3500000000", + "group_bit_router": "152124437467401907/49000000000000000000", + "group_scans": "6999999999/7000000000", + "main_transform": "608497721956535877/196000000000000000000", + "microbox_face_corrections": "269500000001/3500000000", + "polynomial_products": "13999999999/14000000000", + "sparse_union_movement": "80233497735956535877/196000000000000000000" + }, + "parameters": { + "a": "10866031/3500000000", + "b": "347713/112000000", + "beta": "13999999997/14000000000", + "bit_saving": "17/5000", + "cap_xi": "178233497721956535877/196000000000000000000", + "complex_uniform_saving": "21732063/7000000000", + "d": "1/14000000000", + "epsilon": "13999999999/14000000000", + "kappa": "155229/50000000", + "lambda_": "3987581679/4000000000", + "lambda_prime": "13956535877/14000000000", + "layout": "1/14000000000", + "q": "43464123/14000000000", + "r0": "1/140000000000", + "stop": "1/14000000000", + "tested_saving": "6209161/2000000000" + }, + "strict_checks": { + "actual_bit_above_effective": "1033969/3500000000", + "actual_logarithmic_gamma_guard": "1/14000000000", + "actual_logarithmic_group_guard": "17766502299043464123/98000000000000000000", + "alpha_logarithm_absorption": "1/140000000000", + "boundary_algebraic_matrix_above_kappa": "55956535877/196000000000000000000", + "cap_above_band": "80233497721956535877/196000000000000000000", + "cap_below_cell": "17766502264043464123/196000000000000000000", + "cap_below_phase_cell_power": "213766502278043464123/196000000000000000000", + "complex_above_effective": "1/14000000000", + "complex_below_one_over_32": "3152287/112000000", + "complex_endpoint": "1/7000000000", + "epsilon_below_one": "1/14000000000", + "epsilon_positive": "13999999999/14000000000", + "fine_prime_halo_umbrella": "7/2", + "fused_gaussian_above_kappa": "55869607631/196000000000000000000", + "gaussian_above_main": "6956535877/98000000000000000000", + "global_coordinate_router_above_kappa": "1/3500000000", + "global_gamma_power_slack": "9/140000000000", + "group_below_dimension": "1/7000000000", + "group_bit_router_above_kappa": "17467401907/49000000000000000000", + "group_gauge_power_slack": "17766502298343464123/98000000000000000000", + "group_key_fits_record": "1/7000000000", + "group_positive": "13999999997/14000000000", + "group_scans_above_kappa": "6978267939/7000000000", + "halo_covers_generic_inverse_radius": "5", + "improvement_over_user_baseline": "686804790400418148631/500000000000000000000000", + "lambda_above_internal": "1/28000000000", + "lambda_above_sigma": "3/28000000000", + "lambda_above_tau": "1/28000000000", + "lambda_prime_above_lambda": "1/28000000000", + "lambda_prime_above_leaf": "223652287/1568000000000000000", + "leaf_saving_above_effective": "111652287/1568000000000000000", + "main_transform_above_kappa": "41956535877/196000000000000000000", + "membership_arithmetic_fits_record": "1/14000000000", + "microbox_face_corrections_above_kappa": "269489133971/3500000000", + "microbox_halo_volume": "1106000000003/14000000000", + "new_complex_uniform_saving_above_b": "1/14000000000", + "new_semantic_guard_with_C1_one": "1/14000000000", + "polynomial_products_above_kappa": "13956535879/14000000000", + "positive_layout_slack": "1/14000000000", + "q_below_effective": "1/14000000000", + "q_below_internal": "1/14000000000", + "q_below_leaf": "223652287/1568000000000000000", + "q_positive": "43464123/14000000000", + "short_record_fallback": "111652287/112000000", + "source_axis_superpolynomial": "1/14000000000", + "sparse_union_movement_above_kappa": "79625000055956535877/196000000000000000000", + "stop_below_one": "13999999999/14000000000", + "stop_positive": "1/14000000000", + "strassen_integer_power_gap": "1951441519231", + "support_router_span": "3/14000000000", + "theta_positive_polynomial_power": "2", + "union_header_fits_record": "3/14000000000", + "union_tag_work_per_visit_fits_record": "3/14000000000" + } + }, + "paid": { + "1": 41160, + "16": 416, + "2": 8226, + "24": 416, + "3": 8874, + "32": 416, + "4": 1638, + "40": 416, + "48": 416, + "5": 2916, + "56": 416, + "6": 342, + "64": 416, + "7": 270, + "72": 208 + }, + "paid_calls": 66546, + "previous_open_pr5601": "155220273/50000000000", + "productive_fields": 12958, + "query_shears": 15, + "rank_mass_surplus": 760, + "raw_ceiling": { + "derivative_upper": "-740652532917121353648727598109847061213602736923586290417876337/3138550867693340381917894711603833208051177722232017256448", + "interval": [ + "0", + "17/5000" + ] + }, + "raw_headroom": [ + "164639/25000000000000", + "658557/100000000000000" + ], + "raw_root_interval": [ + "77614664639/25000000000000", + "310458658557/100000000000000" + ], + "relative_gain_percent": "290900/51740091", + "strictification": { + "alpha": { + "lower": "0.999999993807112591662250764905", + "upper": "0.999999993807112591662250764906" + }, + "cutoff": 17, + "delta": { + "lower": "0.967529933442697782667099686380", + "upper": "0.967529933442697782667099686381" + }, + "floor": 18, + "gamma": { + "lower": "0.968063886259541319614126023064", + "upper": "0.968063886259541319614126023065" + }, + "normalized_paid_upper": "1048576000976562501/1048576001073741824", + "power": 1024, + "reserve": "1/1000000000000", + "tail_block": 128, + "tail_decay": "39/40", + "tail_offset": "1/5", + "tested": "6209161/2000000000" + }, + "targets": { + "1": 36, + "145": 208, + "17": 416, + "2": 72, + "25": 416, + "33": 416, + "4": 1638, + "41": 416, + "49": 416, + "5": 108, + "57": 416, + "65": 416, + "7": 90, + "73": 208, + "8": 288, + "9": 7398 + }, + "whole_idle_jobs": 3120 + }, + "controls": { + "missing_A2_correction": "All public and owned rows", + "missing_central_translation": "Rejected by the complete Laurent endpoint", + "undercharged_child": "Complete rank surplus", + "wrong_new_contact_frame": "Scalar destination and coefficient" + }, + "local": { + "endpoint_coefficients": 565504, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "owned_fields": 9, + "owned_lifetimes": 11, + "paid": { + "1": 2200, + "2": 457, + "3": 493, + "4": 91, + "5": 162, + "6": 19, + "7": 15 + }, + "paid_rank_mass": 5986, + "peak_owned_fields": 2, + "public_inputs": 743, + "real_scalar_allowance": 220166 + }, + "native": { + "distinct_maps": 2916, + "helper_normalizers": 1070, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "main_adapters": 208, + "proof": "Every signed Pauli image and exact global phase; frame induction at every positive tensor width", + "recipe_payload_sha256": "e2b50e4067abb6ce5255be46754c1a3996d179cd95f949a86249762539138ef3", + "wrong_phase_rejected": true + }, + "physical": { + "central_square_columns": 53248, + "full_calls": 18, + "main_targets": { + "145": 208, + "17": 416, + "25": 416, + "33": 416, + "41": 416, + "49": 416, + "57": 416, + "65": 416, + "73": 208 + }, + "new_paid_jobs": 0, + "physical_contacts": 7488, + "ports": 104, + "route_payload_sha256": "7f4f0ca768ffbc4f93dcff575592c4c67411f46b4289e45b73f715a2ad47b142", + "tensor_rule": "Factorwise native maps; scalar signs stay outside the tensor power.", + "whole_idle_jobs": { + "16": 416, + "24": 416, + "32": 416, + "40": 416, + "48": 416, + "56": 416, + "64": 416, + "72": 208 + }, + "wrapper_sites": [ + 1, + 3, + 5, + 7, + 9, + 11, + 13, + 15, + 17, + 19, + 21, + 23, + 25, + 27, + 29, + 31 + ] + }, + "source_foundation_matches": [ + "research/p104-productive-controller/caller.py", + "research/p104-productive-controller/CONTROLLER.json", + "research/joint-helper-lattice/CONTROLLER.json", + "research/p104-native-channel/vendor/clifford_exact.py", + "research/p104-native-channel/vendor/native_verify.py", + "research/pr4359-p7-padding/native_inventory.py", + "research/kappa-0023-productive-jobs/dependencies/kappa-next-regime/direct-decoder/sources/DATA-PHASES.json", + "research/higher-moment-strictification/verify.py", + "research/kappa-rebuild/architecture/mixed_target_probe.py", + "research/pr4359-p7-padding/dependencies/compiler-refill/endpoint.py", + "research/query-thinned-controllers/RESULT.json", + "research/p104-productive-controller/local.py" + ], + "source_head": "ed4dc88a09a7d201971f6603b8c2074e95dd9c32", + "source_pr": 5627, + "status": "PASS_P104_A2_KAPPA_00310458", + "transpose": { + "arithmetic": "Dense integer rows with binary denominators; reverse chronology", + "coefficients": 565504, + "columns": 752 + }, + "wall_seconds": "156.498" +} diff --git a/research/p104-a2-cleanup-composition/inputs/pr5643/WORD.json.gz b/research/p104-a2-cleanup-composition/inputs/pr5643/WORD.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..7cf851189d95a471f7e50a7c9b0a60b8958734c9 GIT binary patch literal 106609 zcmZs>1ymf(5;lwzV1b0-8VC^FonYBOaF-y9yUPMW76>E|EV#Qn1P_aa;J$cp2mzMG z-QnN7@4ff`zH`1kb)K$zx~6(-x@V@lXXqlIp#1%zJ>Sbxsu5~;PktO0H#W3e+ywFh zf1u#-e$*$6L8ZZl%XPxnyaukP%`Sb(Dn}ukN82`N{0QQX)bg%Z83T){p{nl=?xb#7F=g3KVJ*>02 zoocd`aZIp34TRiF)GsRYyeS;*^f=Nq{5-Nc94};Fn5N)@2*A2rFn#D*lx0b2_lhgC|9qf+NKtH1VcJr=F=uQ~5V zXzn@;2OxrvjQdnSmaL0g${y#NJz7cCU(;w_3UCsq8Tlo)9kvB7j2OK+;IhG;Z;Yfy zf33Hc15tB16`#*I;!n;_un11f0eQ|h;zkm72YU5Y`~4!#($-r5X-1dvB}L>w@azQ_ z?&@uB({P7Y`f|!zMriy-DkTPEo?A33@-Gk*M!gJsZb2=<*J?m2Nl|wca?EwtJy0L{ z(XD1C^0;hfo~ee<8KM(@%xT{U`~szXAAVd}O&()Nk%I`>ywWD4aM5V~X@Pjyd+ww4 zQc(0IbB1-p6`R1zaU1|Z+`8WU?bp;TKZs4E_KsJDD{!oyTs+;}#q3fjf;!(^Z)4GL zx?V3^R2R}Y{6XkXQuhJf-sMDSt#fOPC;NvRG!ltQ&Oo-mE#`M5k3v*d*4JhXyM868ipN-fD#eOoS>lqj zx1lf*m5lQKT5#n3)v(G~bd1kAiua>cdO=6}v$M1Sw4D6$Gt@7yASqItZIg81q=&@E z+(VtL;;JUdpeS5xj9kq(b)$*u{t9hD5a%m>yDs3?-)5sW7N@V)6vgJXR13rMENAM|J9jE6JOL%D8=)X2BD5sYjNH+mnx`)50I5@B$C0J8-%6#QAuU#VRLV z&lPdN;)~bArD{D8e&f%9=LawP+Fc*zmL5#M@X?|RemT~W3p4{?(=NzFHJ6?&X%Y)k zm@^*?Youq)7G+RVt$P`2eg*9|uzY$DyzIJ|y8O)TwOZSo<)iv@EGGKQsA9op)&JGz zVO(o+nH}!qj^9_9iLbvTt@s{zV8Q!#olhhY3W@2g=$i6P(*qUcLR#KaZg2R_W~`t1 zd5K0}%)}^`4&%eq9ad+h5v@pEU}mZ?thnTbuxgvp@!3TTK+yC6jYVi^OrMz;2#ZRuHK)$a%8nYUW1K$Hz z0+JzQR|@6j2vHbsr-#8{r>SG@~srej{a8ixeG_h?x9sqx|aE7G`*M; zrB?v_T-pDQ7A=N@{_N_$L$zl0(C)zJkdIJ&|1Y)V31@0`Sd9z~oey0s9J^#y^nT24pSfze=p0XZwsTljJK#oCt}Ki0D9%ZP z`D%J&m4CE}#$t3-f6rI<12n0fSNDpYkjWUTADrkb2C}E3{rwslRvVEz zRoNp}f1*~aE9n;KEhEG~b6C$iw@FXeLM&HtA9MFL`qEDBcGFH+H&5r7nAE?~Ejw>F zd!c@KkKwHz!@GD4NxPh_^Ha`A68iS|{PU37I@8jUvw_Ki9 z*^x>u>Rahi$4c!&H1##RwbRC(92HLfu;ayr5~HkyF`c9L1SvRIYs-A&r6EdNHU%C% zFPCIjAHJVto;U}BTF}x7jSM?0ceKs9V3v>dQkpHu{&A zn!|Y&y^04nezjw6C$y!!l(Cd}wRBZ%^2Y0C$nOc1NTn}L)WD;TfpP0?r$>q7cK*be z!pv6^pKEo759iA zwklg?$~a&KN;~6xgEh+m$K&Nbl@jc3D4}#L!rfwRnH9g(d=~2ZthS_@?mbS)7w(tg zBK_5!np+#<6>)VYtcw-J6_t02w?a`JD#hcz9MBxUW(#O0RCVuMPiIcki$g@%<{by& zDsAjHqssmBccPTQ~X7G5~zx6hc8TwP-j)KA?ARf{eU zo5k17bX%maF&|sUmW5e4$4fQcmVLd?tS%zqB3X9*p2$#)AmV{2KNRtfExQDe_blXb z2HNt6?oG#WZw6uofg(;@%u~99QWN7&N&_D>t*3O>Qoed?MKoE=d=KbMZwd6cjgoQ- zqWe9SR#z+sXIAQbEr}o^=mgq{0!;5=#l@Nrc}-x7ms~Rza@`=IuvUm!K<8ZX$$~>w z)@W^@K`5$t=cgz6hTR{oC-P~JZ^K$=Ljo2(>7GSYeBb=s`fGO_`U1Jvs!?6? z?tD8%TEmhQ;knjksJRn5qwAhl1Xx|q~8m*omvC(xl6W;$iFG>Y& z#Bt1yKPZR-brywhQ=PAEXI568(22xH-AW#D6kLyfe;6eH;mJYM(gRj_ChV^a&jCvN zEbP;vNjm6ABj~YH;PLLsm=X% zc`&WP@#qusx14+4I_4GtP?u8lk2ZWO5h?meY+UV92#SOeHEh8|p7ahUKu7|aTF3&Z zz9)IayF*$ia)3tFqunapCgDnQ*D0wml_HmybAaO&-TK7Y}sDO z&bp$PEM6V*aar(SGnzW97st2txeGWL`rWZPf|CG*Tz2s=|(l^Pinv*Uh;K6kFdson9_s^*qQQzwG5{X|ipU51X ze7VHoR?j&nhI2Z(Tzan<3cxJ2PF*!H?)rz0qH8gqI0al`v(gPTz6 z+J$v;CQ7?`p{fmRhw|pi7$I}(PKt^0)&Fex&0$$IL^;%3YI1UFp?y0?hI8jm&c6Lo zG~@ob+=*~%amlL0YtbmvFFNPq_#ovR$9ScXV$yTf!+2|{UWphcJUaO70O zxiR|S$>Owo+5JNB@{;#XVpYCmW2Fh~*nhE5^VtdUPPoh?(vKp=*{k4|SVST~V_1~r z^yOxEA6O2W)t9z$h&N^t`C-wTIxz66-me-_eg22f=1);BWHw{!Ebahd-8s6T-q?5d z!MXP7`LAfH-pfvBB8%#pQhkg-y2em3Aa1--pHmY zm0ZKnIAZ8?UWH3`%v#`I`Oo#cF3Wjk4omx54#WWHbRO^C=9tXuI-4wr4qGH=gWSO~ zsaDA=k8$9G?=|BEHBpU_XD`P#1gM?voec<%bH=v?dd}We>O6dRAMWSs?71pQ)+o5q z&ufJAb8Sjl4{qQcpL|PrSR&g>@^ADtTD4=8O8VZ9XmvE=t=^<$_5(~`=(|=EEKBO| z4`&%m4K0-%4oPfWwalHoL{!4__-9{|mggv4)G=mu)ona`eVYaqUJ&%OaF{|D*^Sh`bJF4}PA!WI2j@+q`Jt z;eQ=g;?C8)=t1`lbQ|O+MbmKGv~}v_?>zrr?NY_X?!xzDmWf{uV|j75v1B z-DIfmyjD`+Y3rN%{;;;(*^PSp9JSRNqn#r!ske{|ny{kHhs`Y5)M2-8rDcD*r^fKy z<$I}>-~dr9-AUhon|q2D$FR^N`X-N6OGHrj(jxWh(DTFQ62Y_JvzXDdCYtr2Zv8%`#+wTV4g-O=Jq%KV&A&EFaQQpDlvZnlI1%ug7Xuk|WiBta zX~nKoF4Z6h52fz>%+AmyEeV9$>E=Yz@4X*RTGx%#*`HUm0%diZUG8^j`Tbv+(D&Wf z#do4TI)~iAe4HbCmpAxSXWl&V`D7(Es7LPY^T}9G7C*tc#c7GQZ*<)2c&5xj>y$BP zu`4X<_VWDKLVyqU$z|V>IJz2_AWSoBl2u~^j5J0 zZa=@dJU*SX{ziw2cJ83|ywndPK(aZ3;h;W{I_`c~dcdaQS_JECes_5;`x*Kpd!ugwDWabY<5-HYA+GmllV6{k&a?ETS~kjrjkg1vspb6UfI6v(_; zr{?N7KSbpRe}pJ^j=fK1^qlPl_Vu&=TZ%vZ0ap|CIZlZ0J{c~C3xwA#?6fI559=MB z*D3wp02#mA1MZwFi~d{G=#oT-pzJd4KRY>GhbBVsmdDZY@DG)|tJ@|wHsu1InKd*0 zD_5x_=Tp>=3qhe#w;h)qr2Z}tz2EzOw|-JjJW@284!cF?ilGoC=W9I2y@igIltzyy zw0^&-R9{brjnDpe8>wFYY+|_L=Iq<~W;|y9*u&J7x5EjtcsYByVfx)Au#@mKQyk&8 zs1eBoZBt{IaT!dpIH{$37?Jl=V}4vYTG1nV{MvoUJ>QH!bG4$pN~Y`=Fnhh-f!7gt z=(pHPR^|^en{$g?On-Q9mYv{kNC59o3|>Nw=-VXcE8K>YTl>~FQ4FzZ6%ZZ3{X?&?zZZz;D2Xj zj7q6@do$(hLs)*)y&%#jp}rxu+#cn%E&0f9w1Jxr^%~zayz}PFp1z}O4?`Rg-=-nh zS=Q5^Z5DgpXl)usU$OW#d+unjEqV+B45eEg$-Fo6RzW|PCHsT#@}f*y;lG>t&q~6@ zCBlvbCaCL6r1pGwTdz*CG7+J-oTJTFbA+v`t-njRo){%BC7kfi$^{y2E!>e`f3tFK z=JL6E!j&)K6fbjkf@kChRV%r0DDfzvX}O(Z+Ti}>Q<=GK)W#W8qO;b7W-LK#av`W| z;XgjMn*kY{KWmKsb|{@R-lt<9v^i55`S4oayJp2kA~1k$b1~xx@^xQnEj=!mEXG$NaFhMnG~7(QT{iY)OaF6Dd?wH@k&~_$`!J z9}|PeaFF5$(hDY^ivi=vFK=&g#81u+Mm?>$!udO#Xs`4eZ))$^_f88|F3|*|oWv97 zX!I^3W^$n0_hq+<%ifp|_2Z{aYSZnV1<{<^A*2rP@mf_x#QgSlecuaTa=ScE-lUow zbWD-g5=HS5`bW`t7N6BNLq@*It_Hlm-_x4%4q7fT%wq3(@VQy` z0-^OTJh$!g%&vQcXtj{ii=3wXXHB9AKPWs8f_}SO^SEnre+mCm)ra&b~V$LzwW#r{c66R>&LVZW=*-#!P^aYS7x>x6b*U=#;O+{ zSHgb&-rHQkggCElv0nJl+oZos^j>H<86D2pAfJ|;+3GEx(w8Xc(K32(_=YSMcqSZp zJNLNb@^~jTzPKH5zZ-a4^LSqasowLss9LQFeBgfEtl2PFd^p_|-kHmK-S1@6K9IpU z4%uQ1)Ceo|QgDj5H|f1^4Llxy9PPX*LYOX2mkpuD_J!O1 zdAJgyye&RHo|g<9=UcrS;aEO-8W|TJ$z0KqF{c>W!#a#mfdvkT^yxPGJ>K2>AufC# zewx$Xg-dA85pK+@J=bNjFh90zgQLS~;8lQrXW?2^DZM< z=KIDkZC_4RkHwFvKVRJZ*s{vI;Ia>xNO-u(Ht7M&U$NQaKu85IMGik^nK)+GZ$!4S zx{q+j`98~0VQ~xZ^QKaKi|YSuo1o~6Ro~WuEdP*s8(e?tm9D}K%8gFJt9gNIoeU2Z zlDh3#OK0g0(##ig#RL0|Vw)XJA~jzJA?R`yk;nN|Fg)0)@O@8zjXAfwA9sHB;QrHl zY(_59XL%+{cTuCOVFv1}?05d)+-tm3()rcJ=r&Ef^3IMyh>gU8-&5v-ltY8@eKW>K zRSEoI{&T(d%l1@dN#Q>X*B$o>gYR?)w>_}x4ib*5{UkGPvThuA^sFYM!sGs2f9=K_ zb?4|~@Kj=Rb7M76V9-<%JC7~fZyXr!(T^}z`V(nn9O=Czbs}N%N|0oNis|S&>%E{j zn2t5CvqEU@uyR0U_?I$M@=KADkHnmr z3cM}2{DalkujBwa2AXZD5c39YbL}p9X0=wI!n7O*hN1=USHmqH@CFr_0-RWWT5m!{ z5_)Bnrl)Cq5vs3pZJTR0w`En%L3VSIF~b_ig4ZT?8S#cj&s1h}%NH)@T>rGl_^XYz zm3_>fmDZZRgsHTYv9$17nM}honoR|3zB<6)e$3!dAB|}LnIGvM4{9h;VcYkMvYxzK zApcXjMsI^dcpX%rXO4<-9kkwTIuTKc$e3ekZxXJvCW_i3FiT)~OA}EJjPpz-KY4h% zt%Ro-olVZCZC@LpJPd0kE#6KaY_WDvN_|Jv!)!%+s_j|ro;9FT_1sPOO@uCfrMbov zoI@QCw(fFLBA~UoP9&E@-V1i)F-`McW`1LScD7^Y-526M@aYh(m^p1~Ur$Q+)p#cB zO?tgC)}O|kWuGN)Z)lAbFwsUEM8g~OnRTXCtmf3d`2y`SiT$hITWRTJ*d?$&J7gYj zxE7?Ga=cefwpOj&xY7)$;%BKC0E<5vU}t_cqnx?2!8eWUu?vNdceo}}fH%iS!E;qBbc=So1M1S^nmCKe7Uc-lyUX?3Im#NN>vY` z?ftA6-f_BR_Qk@RQxz5IDVC?i1fNW8O>>Wl_6eO=GtI%oY^PIfrI zljmP)0p+N&*VYI*4W^a#b}SUu4i%D&H1Iu(Uu`!#ap2+nX^F1lC_Y+P)T6xbZu9%j zxKd@myvn}I{W)FuD&8%ay8}OX)@m2Jms>4f%1-=^Yi_LcbHz}2uLpBLL6Aa74D0Y$ zJNDR}{nEkx(w3!9X$#xw#*kfRCs!S=Fda_h)~}z5@g}9d@cBpW_F27_T;0aH>B^&q zp`;?DkbbV?H&z)*OnYx?mK6Dh)BZtwU$;~?+Jn4CLLP$%` z&b)LXUA;)qjCoA6&bDdkL@y!B49eetQ)Is(Ta|gU>}imd8lFI01yyCE;3s}NQ@yhw zs4re6I?|&Mq1))7-P(++y?J7I{*NG)R^!n`H{`*JNqtFa@0A(%e^k1+e7|1+8FsGn=1$ zf&P>&sps>oiNcF1Mm~XPb(NReUjoKOofe%Jnk2L;5S~w~*p}yhRaX zSTcla$EOvNOUqwzYN;3&zd7;ql{c|X=zwiOZ$Zs(4T{s7lm(rn?71>H@pV-gKw8zm zw-gKZ7JR3R&P&;?O4#=hl=slLom?u4pmHS;RSZ;!*3;=VV)Dau(s8NMhDJ(Xfrt$6 zTLY`y9UKP^bA4!&fTx`uLXmE7a&o#z@>iounL~!=+q8)3V*ek@)9+?glz&y97jc~z zA+h?bNdER9f^FB(3Q|$-l0;Hbj-@l3t3VZ)f~o{!qX9wRL3Q1IwN&$}H&UTrEzDJ7LUB$e)dDXPBb1zG5(7$u2MpUw(-MVfjbc3E(C~x z0MVymD1usehu8AZF{0*B%_m{HPr|gH*qH0s;A`*;PV3wH04)Y#@A<&mN3kNpg;W77 zfwu$hh?so#5_IFRCN}~KCGiG94|#_z*bPEmZcGEL1@_;E9XA50xI&Cb^c&T~mcOzU zynUC%S6D18`{igPkEBtYo=`SVJxi*YJeeKW)S5Jy{#Lc%)!;MQx>#+0kef!Ve z(frkJeT`L9MO9PvOP{}g%CT*fH%b&Ai%ietqH(FFaWU5Z5J`6Y@jJLx)=nphS|Cjc7O)EQJv1uIH9Ugrf$GF>s7V`od!c#@Ztzt-s0ng-#q>5;5lv8lcUt;1qtXYnuQzC zdzRRLIRHn4GMGKUJ~d?-VN#zV;M;q zcepbDToS8HVv`52K4%>?P05TmlGlvKQz)e6YqV8FDvI{>3JT{&x~d12hjd@2?MkQ1 z+bVT~6Lo}@_66+ep`z?XOeOiPE%0RG<#+}|bFo^D-|;%;`h;4GkC_NRpm4a$2CT3{ zI3poFfq1Q)XJ%9<0o*b7J21#TsdwpI5cq7=U^zt$ik>XUXv2nrm42EO*7<{ge%OvMA7S_`b z#=a(fBzm{ROudn@d?q3p;+1pD@?O?g$@vJrXn@5RsVveg_WgV%oajEGz3N+-%=G>LzX7FoKnJH>=yb(-9euDsX0qr*ns) zBgjXo;jVaQztjy@&!mw8w!Wf$$z;{Rktln(wLfws;Y|{6R3hB5`)dra%Bi`llsQV; zF5c~|QpK%M#cj9z`q6k7d2;<`%aY8*xP>6XdvWW2Nt*S}p;X_=cXsxu>}Sg=;$Je% z_S_Ja)aV=zWxTXu`GWT;i>ocKLrx1BPlK%98H+L_y|o&_N8<{dwvwCrUaq8PApm4; z=ISfWq3Ce))e>p{EPlVteLZq?Pg4dRxn=J0Zg2)@oidfx@UEnw{*$S%06wQ-z` zy2;#3xw)YJQ_-0NJ+{%X)mio+=ZDk8r%Xd!oT}6gQ7X>@0?peW6LgH+Sk60rmKEv5 z_HPlBnIDaMN6Y8qmvTnE@dF?r?oK!s_!#!X9AN%ESsS0PvR59~T1=@%g00E}RNYU^2!Ac5V zzmE4t2V(Q!`A!au3fxr5Lb+N=$@7XZJS*~8RICL)ZC0(MI+;*KinFEqr94AC|LId% zRvmC77FYt%=p;>+C2a8#6VbvtouU2NSBBf*`olJ4E1BsgET@E0G5~of!7`@?H#q^Ikr=D}O%fK#y85fR=-E=TsLIIXQsEtrOj#Ia$APrfgSw3-kug)^1rV4ofuZ@4 z$S{C*NBLr9CUU_mPiu)m27y&^g*1QE1od3%>SgvA$e zx1+~mqT{-f)6QW!P~*uZ3$nSZ;D$c4uvNfOl#ew=+q6ujZTg|05Vp=CkV(`VOwcY? zs%MrNxs-wd49w|$Zt2R>WyXvdr65zyj}a9Pz~b+-?fW$={nQ`!(L5bhM=_0$cz}l` zgmy=oH;o>cRHqS&i|mmp79k3&sbE}X3cQr<47PD!y^u6EUYE&5EU=vbi)lRvif zIZJ~1L@pT^TL$+m*q9ZFEjMhSSlRH}Qk9HZnT)B(pSRX4h$g%kg{g8`>37RPkqEznwo0)-;hAfnx}!V~AB( zBFc)AIsb1vV}lUL%{QUpnB2(#ua0LhvElR&o+Pu!^3+ zp1JhmC(>4U7KX+mWkZz<&uf~{JS`jW-!6RjF+PmoNb3VFxP+4Rb&Sm)%xrGo+3_(K z^%--974uik41=I?ZA^Hi>N%bIV_s($n#3zq334gX~@JMz*dfKtt<Ox8H%%44ClSQL2On901`eFQ*xBhNis5to%o~~kBM{2GJzkm zdWPLTkKdLOFbalqtv>ri9=s^EG$-a%=*!3I_QWdc#R56vhd4{uz!c=#OZ;OKxFE4z zrLlPq(1s-}^o3%MW|>3AFAKA|PMTr(SO8$j7+ighfQfy?FsfXMRy{~7x{yHp@IY70 z5mwKkpW*y!BicuX)XXbk>0CKU(GgbmfR2zl6Mmn&-9SW@lJP35D-Xr)B|cViZf8JQ z4;IZV4e~#&AjhMaK{!5^HmlW;`it&dz|Hdsp-EHef5#&V4*&(YARm$q9-N#a1Gmd5 zR@lIFwkg&=JDHw0;8$ih*;SM{Eg8dUMK-i&>%LSRCkYfdzVf?E#+3Dpt zts(f)0O&t>PymY!6H`JwzLY4TP75VRS)$779Qf%X4}|29a@A6z^5q4g%1Er)(~Rs|i#k0S9B<{^^3hAush9h6Oo?<*+) zzea(b=E?kHyPjXes*$&1#3?GWSeV%cw%+&$RgCWh1$U!j(gh*i5!bNNZCA;z9sgj$ zXkSTbl@nC^c)}`X(JVDrksO{K1<;hiAE)xqVyf7038J|rQB0`6qKZ(XyNY40xdMJ* zf4}j!)ytXUMG3P&krZeX$wYG%!(0P)M-m2+(V=i7sVkHZ$9e0$>%>7*tSDhxD5@nW z)T*c=S!hS72FR9}M6=LbMKGU&k;64fNzVi(ZmCZ7Blp#ibhOa2ZL}}JI|~0GwQ=kp z#!XhM$}WgS+=Q5JfM!J7854Q5`xjDW-{l}x**O3Ot`)q;)%Mdg1wS=-z!gS6B@^aI zDN&E=s~XzI&k#t!)kcAMANW8Gd>U14-A5j~R3^7#*+qGJ;v=>$tKw@e58;CAc!L!1 zFKf1w)fuUy%>!Z*gUdB(V^MW$%l&gs znUO1z{W`S7;7Vyb-b51#WL{tp9jaoasw|$m!Py%MFe-`m4SuWwdpr zS11Z*lmIcZaLUok%`uVt;}Ip2q9gP9f>G2Pgi|JMH_3#o3k7^LP*67jv>Q+;E8-|d z#?b@w0RKtlFE8;1H<2`}JQ3S6NJsgj<`RY7TW;6E!jmaX(E7IJK)Vi4EcX`NQ?sfU5|F=DA%8&5?>;x?1aq?_t>bb3ll;V6d^(b47bb z`Ae@s*rM#bUNAv$Vfiy;XH+qCk*hN;HZZbFA41DDr))RQ3feJsB+PI}Iq)dN)o*};E^MdiW_IysZD#iFP%V6FY z=p2f=ra`#)>UnZxwhb~k7*f_)6l+>Fns$x(apSlzOn4|Q;p)L}J4~e~h^~V*UI4M7 zK&r&y5jZ$=Vn-xo%1xI=y-+$=UV~JW9YwE8J^MI+oeduScT{Gahm{aj2O9^ic%sUwl&VV?QBJ(Y{SkkLB`aLI%VOREm&O&Dwg#7uuBm5CBMp(n-H!_khg} z5-^7N(rcL*O|GECrv9dj2$?{v4AmVQ#XmxR$A%Q7{xAMR!awK*Z-8*VdNYZwB>h`a z4bxl2@Nkyx5E>wK z66n>en8cEj*0gnlwe-VP|7+xH>EozcVYZ_~q!&$zsFcmaY7!D%(m zG{6C!e9a8}IAYGoStgBxsbm|Q2gIU5tP%esPZ4WKLF)hFzvRE>|H4q{FkeH_?PoH5|MSF__%OzyS6Y~a$3KyP( zQ;!Yyk&}ymo<>0Io1msHMxoRmBq#S0$r28&@r7WdLG22(mrWrAav=cwC1xOHQ822k zQh_#dI`SjG_exu=U3>jZ^YfHak}CI%3ir5Y$fgfpp?I7gH+R0F8YucErruSf2I{EB8^N@TrpDoW&5Kv zatQO}e_H--@$Z!}N%I^`nfoT13uYTa^dz8AoEd&p=HNZz8toq?;@S_uMi%>DDOB~&#Ed3(hiLez*X)C^_>8(|T!Si5DF;yS zEn~6xsF!%V8^x`Wnlw5^;YR>W8q4-Yx1bR|_IJwMkAO*OEV~!z0u9<7IDz9f~2L zfraom$1sD{+9FC7L#9hLqkR?kBl@>lCNd`Mc&1wxP}On)zGznDM$}R?itPW|} z$ODZQN~ZVGlZ{PnQ+lO=p9!jb%Lj^>KzN_!3HK4OahjW|?oZ?}Df9)w+((+5QM2st z2XyGryH84;j*G!&v0Z{75H~sab0H?}I?fF&*gquQmr3p=a^X1KuCa4dPbij{+j(mW z*WHzXSz6jQ89fVDjaFxl$pt+Tmq78=>OrAp<$tqJS##LDj2JPeoQN>*9IcJI#rB6KVJtj9B&lIXJBdg6T zgV)7E435YO;PKc=Jh?dk?dUw9&gLdUVRs-B`ItyxQlb$hFN3qu2!UnZDZsEutjLg) z9t!3Pv_#og3YZJIV>)Wk*LpNjXcTMwaobg|+BI=V7Ie>T7(D;XlJ*$;VXLbM;&h_n@c&dlqLF!z>6GR!R&;g*ff$k-M_iv zNqp)P`r{}egwwbv$xsc)i84h@N++Jy=x>viL5#K;yN8OwzT6AC6OpqXVr}_CJCnN4 z0G^kSiJOr^c0*YhJB*6BvLVg5VUp;qc<09cB;PX`xhlidV9ipT{1jOFpAiur7f z1)Ab)BrEdTFEygydfJC+Yg4ka;S(n@lkLfte5KS5MiMM+(Zoqu5sC>)clp4>kNK0* z8g{v*0-D7{TAs8E#h(#g$EQCK>+UKMY!kzu&^0$JN z$OaB=<}nzn23O2#;6{8xtr!F7U6F(j=SeCYwCBZ@FHc0JbozEe;U8{|51*#E83laP z-^3WZ29T$q4l#p7xA|p^u)g5k1W}46=2q&- z2GyO7*!(C`K1x6ha7P>W=b_{cN*ODvH5u6! z4b+OAcZIvHg7ID>C2>3IZ;F99X#`A`Vu`Wq|1(4qWB;!jq!If6a6=yRuN%d`0seJM zs7C8P|9l+DMTn*n`Z2c}Q?$_Aw$4aYZdMHv4Zy}a(>aOEriXkEp6O+J*X8CnyIgxjFqkEMrEYY%NYZ_Yckpk_sKA>6*jz2l| zhmuDhOPMR|j38my&RtZQl;UY@k%iAhQP$Db5tD_Z!6b{cFwt9CLbipxXU@_kL`#A| zPSVKikIvFz%mZ43k*G|CxMy;~rEq0g8{1FN-+|(!g{xl_nDq*KgZfBVTC|BUbolHu ztjtsI)FYtb?&7mTtfiV0f_4f?<=S~}h~udJ_sp9j0~u(-?W$a2i5xDa04(h?twrdw zf*rTm2Uz85hY^5{lC<~@UV>K~yw`7nKPqHOzzgnD5^vUC7iV>t1~3~oU^j>=r%=4d zffA4p^F4^b#fr;qG0k{!d8ad3iJgyHW{r5_leH^~9ke-aP>XUa2KAnh;Cjj6|TwOBsYJ`+KABo2y3`=;?k z2=~*$Pr=PDTi?*ZSBXt%YAjBe3~qRw6PU?xG$n8z6I9yNNguCbWR0hr+B$XWlbb}h zW5{Qj4uZxmroG6C7wDA=+f{VIc{ZU;5_V@3lRQUvY_sA9ckT#F9wh8HVlN`q7S+94pwg965GUHN*hZ4R&SSAYz*AvHc^kb4iJZ`0K32^}cY0@mS-u zWawXSeLT(LB86r^@W@%Ex-=Ay&N$(n?~ zoHWAaf}x~^q{Vl&7U6(urC4^Yv8N(QU0jXi`m;JK$ti!eYRtj8=&m7RK#PdgH@|H_ z%6DrX0?yEEes{MaQ)*nfnbnYhLMmmkNR8Z2)-TFJ3JK~pDLd<%dN3fcM2Z`w#J)qo zMM7_>dT@7Up6AZ@B{k$uDr|WC+N%P&8EPsWrodXGj4!6sD2*eqzggSdo67)@9n{Cd zo)6|q342rF{IN6_t-?7^r&)T<0r^c{0+$Q_uxX@z6jr>^WD%z|FCQ;}QRcGir}2xQ zPmGI(&)7gbrSQsk1jgnle&gm}AojBt*|H@E?AqXux?~dhH|7mSPqc7N6;YL0Ke1vu zD-X+>yo-b^(5JGacwm}VKOG@?0v(lI zZAy&nIATQltID!_yUlvlBIA2;7+i+Bi*Wc(fQ57Q6y_#$G4snKI`%Cmle+A~;8udZ zTDP}(4Ke6HR{-a~bz9I9F)XC9!T=1eb`zV!Hk-IcMDgWZP|XRaDGGyp0E{Zy7bvN$ zyLPu}Igp^&B@cyXD`=wk1rgAt=2fH#U@>}^$L)@>P+7j8EfQ`V%!b81QOHR#Im6v# zPW)q_8Op|bsKWMCGB$#MPJXRjK^9AZ(-&K;QTYb{`3D!x39=f-poQL`8ue@gfEd17 z2!rEPyBk6hIibtb3`M2LbxS_$XKt+M<%uuU6IN0$daED29HfS!_IX15D}H z4AwB6sn6Gwp!m6zj?yj*`Dh%wsb6E7np`dI!i#0;I*^<1Nwq}!ja=^E%+StAk#lc& zv|M|hxhIv8*i(Q{q?`j0l1(VYibAE48R^TN_=*SOhJg7sKp+n# zK&@ciPW=;FyDWEN*WVp`bUx_~VmPN*r8BZoV2v~K2;}a^dHE|D7v9_yzH`l4I;do% zCrjS`sOH7eIl$>+&vl}cVeB}Hh;~vp0OhIbehOAH=Zhy z!&CU>^5|H_vz1`q;P^&dE1Rq4++DULPW1Mj_~Bw~g9=5t^7ug|G}2{yU@@BlXb@az z$oB=TgawWNSZ$fhPO+otmAw~8mdin|i< z_|gmZOnm1H4Y)^D%zWY3o2FJtqCA9lMj-~_iZ8Q!Lm8Y~z&J-y$jw6z zv|)jn@8CJo5SJ0qw#}|DS@4`OatY|+jm*69(2@C_-&(9BTb{r$!^DUs;Wf9aT?O)- ztQND?%W9|~SkQU3U+zF|2w0xW1$n~$FFM3)MxhmPQ@z;>+r_liqiLuJ=yU5F1gYR% zSN<%vXbs^qQTVk64L1EhcNy;O2a4(cPM`q;Yq2tEvLV^I)$SBHax=1eYz8vMu;*4m zE4I^A_*nT9(((g%a+9((((`0KPR<>JM7SZ6;M$w2%;=S&c@*4`^?xocMh>b};*hw; z7oR^NKcxBQ81$(N=F$3tm`mU@o{CxcCz&~in1E4kau~cA?;E~YcM}>#6rc9rcQ4Kv zeQkAiBY4n{FRsL*x5_n_gR|FnwaXXtwYaU|OyNFOQ>nr`vNdLMIpLpb(*>h2K^@d; z%?B7S?G!K-S>C@10nqTtljDW%$SINI^#uV4D5fdZS@S!sgZ_HY0C+zRKcJ$K{N@yN|7QchN2Xa z-lUn(!9pm~1Pw(ERZv95_8;(h-uL_dd+%Czt$p^{vu9@Snd~#=%QsX~l{2ssm#5)W&TEf#v(I5J31WAUvt5m|_^K=VWgC0Dhqg$Z=97 z8Xp3=Yw~Z6W`|hV?QZ~)K{utR?3r@U4! z1u_?<**o!#=(OB$Eh8con?S^=u1{SeQ*kV09h6xhrrR{$dSDs{dIvmT2&lM5MoX&% zjE_S)&<-AR+(Y2Kp^Hx79Vv{FA|hrC1Q3z=rrqW^57DW5mH-#Ckzlqi&2AB5JxicV zxJe{Nv)N)Qt7!;zkDx@PqgE15^5kjtsbgt(#?PA1pQAW0?G-F~=`s3oeq$TBeb#W( z3H(JWCnjIF*Syk`0BKI2j968X#KS-P6O2I5G z=nXZjOFgJIjBx~OOJRKKHmR&Q`QF#gR)AQfb-hJR>p-chk|VBA#3M={c4Qq(h7-EU zT)~-USPJhdig*O_Q4Jh%wIU%NnQ0COfdO(+(V10!I7sNEhImEiyvU4KB78o_LK3@& zdP~)=KOOsWezfx3l)h!(J4G%J|Ln_+GtZdB5qA(!5lLP8q?iZg{dv|-kFMsu!O>(E z3%q)Qbd)s%n<^j?GZDslI=EY~SEjJHR1l4^GUdBTR%eNhUp}*I_Fgh`F}v?@KLea8 z@k!&`SoNrBm%XY3OsZSZ;A`ED$*QSz9d^%ynynC+8`>ZfmM?JOpyudGCeGiK@v82d z$IRi{Y9i~|QL1AT1e?^)fO@h0<}0}+$-F*SDbfzWyk*kq)NFUy81 zE}+Yi#4U*$*$8~a8Lu%`Q_BGPK=gZJa=G%UYBaLL<8oq;ay3HY@&^lktfyY~?3?=J zr*998!^yAoS#`DNdVwA^+@p2&&B4{>bWZ`u3((^})wpQ~A`i`!!vGS7K7vs_xW{0w z$$L9eLt=+srr=HM(9{O5bwF9YEFra@fA*uD+Z((*fH&FZ|{4;~xSSdD1+4 z9;@I63NIQ%d=+#*#q}Y{@)nP9A(*D1@O+n9tEAZg>RVK#eE}{0gb~PIG>D(Ee@!o1 z3v|l_@*;QlEEoN%kMZ=rA_O4A|BMA_EL~Kgj^d&ZrR2+egSfOeEa2g<#7!=s9EE_c zfdm*q>w0J{Q1-~Rt&#M_u5x{w_~YL#c&~gr;K*oU()4C9?kV#wJ-(NsQ;qs7jPwSy z#FG#UL0x7#X6pUJ6j&VzVCI zyJ>VSNxpMUIo91DyXXtAL zz!jqZgcu!^5E#RS(0;};4B!+dNb2_{!!&>t1*-44?qw;f^Z6eH+?tF(fH6*;pDps| zQn;*ice7SOo=gl#UXWFsICwOp$64g>=KV$_O1qf*GvFx_Uuw+#8D6^W0sr;N98jvW zOs3$9r}DKtdtYY*h_Qabb+1@iUDZE4=p||9?qtoGc!#U7s`nYzFQ63$NqV9NA1`X# zsJ?fDJ#VQ~lqb)`x_vDj>^Z5}m-kxn*P8r8Jh!=?r)&R1x|MLo!ajS85qp?1pLw1A3B1L4(4W>LhXSmiGkGV;h9XlUt4> zD0t`##z6I^mgia`zkaD(j=T3pb&G2$PCGd2!USn|3+;0cRp-C6yLG2D;Q4`}Fvx9U zPv7SuCpX1t%&gx;DPen|<#g;J93a~kTKpAaBf-rKy0gkf+Oa3m%X2hi8Uk*|qTITF z#LVvYl@k8yg8zqv_EPZm$pAWl6xcTs@xPl}VZ}fy<#`Xyl_pWVj|KNFSqlF1V6FDb z{rTKs9}Dz|v9SfD;sIuIiac0485SMCwg(eG%&^|(x*Mvdu^j5#rqX;+J z`IXB}mcFh4=4@fXoh?ftzym}`M!l`+()mLsFzSBJiz&QcAPs5) z9}sA^Rw|0u2GkG;S{3ovU{s$o7~XU7K3CQ#^7n03Q8>rV_gq=M$RF9-TDcrofL{hE z6{U0BT(a~T1%C@Dy0P0*xdg;D_#;%Q?|GYHZdC2M zk8`n_lOAwo9FpjYiB~1x?%Tq?vq;Vp9jf$h@sG+|BWVumv>jb zhMjs?lOBonlrV^gH;RE$;Gmo^@1c@TimpF6TgTFDzVY`lxsK0n1n zbLBW@%M<#~V?C5-r#1f>yV3D8g)Iqo~= zPcGfSQb452YS=ojY(;CFZ`XTk;7;OSEhjYG-jb6e;BxATZ`sX5d0NW|$*$Z7QSrGv z5ytWIj^ImY-n=Y0fQ66`5*f%JDMY7hD;0a#GFKi1xOkl@eOVBKDjsI|wd1H1o&>A1 z2i-NNKuJOIHEf{&5jX-@&E-qv$;oHkfm09Zf_jFixuispj{=$qMInY>r!@)HTaN1!E2->y4-BTtTV52@SW z%w0;G*QTN^z7pg)M{7eYQ`Wdnzv#dYC)01#6lYNU(yms6SvuS3R=q?O)iErG2tR`x zTcAB<;>*%!zxMn%XJB+xjLh0-i%>d%?)A;ie&p=<)c49M`5Wf|W>Poz`cFB8V?rl` z09l*DqvvAbvoDK#C1uV(hVZ<$q7+AZE>UM?V7CPtuDE6hrOR#V^|>Epq6wys`u)81 z>CQH{KNyH+V`-HR$L!d8H(21t^^U$G9{R8HjQiMmGm-!whJct*(j&8f0d9xS8(ELR6+^X%bGic9J3nSOES$0n!3Ai>Gm4*)KCxLTY||Ie!*#~5;76C*jCa} zv&b)FB_+iSL>Kc^fiFY5$kj$sXaz<@;*7!Aonl;XRDDB{>YU4S*u6#P>VS>+0x!Ik z;M`T0%=8KmJ*m#yE8xxpwt#%sW2ez*vx*gr4aZjmkTRyYLT&#fyl}vAvVqU!RqO=H9Z@*G>t z=RYW$)^sxMc2UxGSHN`>Zsh{d7Wl|_?*^XLUNl%lnk&1`7k?*rEHDQE0ss%P+s^j- zW`ac_w722G;bXpg6TW-Nwq!8HbJ5_dc0_uzW25kZ>cHtcrhH}?J(sRaL56e;$SI*;_P zJ12gtquqClz(X7&&@H~8${C7m`(%|`Sq*r+;cZ&xb6--3N10M(`u>hmPXsHrPOFfe zpZuzU=*Mqm8@Cx%h4R_9vMxu+^G!B>w@R)F)2bCA-%}#1;>Tg(u8?pAXN7*|oyGh<#CNM2ND<8PT zr*dAK8RGY7`V#y5yJmA)NtRhj@Dp5jzpeznr|Y}3>j@{Lc8bwEG2u zu~_j}tlBlDWWORxwE@d6yUD4n{L!p@om-FTj3G%e?kYL&q$l0}Q2PIh&oXi_apJBt z&JUV#*kp??_kT70fg40HJ(s&gcnCjo2GeQOxathElQEvU z=)&D&o*$&3)+Sb@QYx=O&k|>M2sh&|gnrkR#{a zS62)t)UFZ+gX9$Md<56p#cKGLJ-RpGb3M^=gBJsM9b zgPghNeR0W4nZ(e+(YbYNiO-W2?-UgA zAXi$oe2QB27sc3`{q9lcZB3aXhL!IO%yIx&V`OenHV44Iu*h&jIp_nGqmoVZ@9{$( zpxLX??8#{M`(cusRxizLiserA-2u)5N8~k>S{g%*g9fv2m{Y|XDI^qghv!ymf%W8X zW73>Ew4lqX9#nNqgY3G^R|FTj6EIj{Qk+ewssCike|JcVZHNol1Q0Aw5V*WoF|hh zPXAMBrT$h7CZd-ZR;MqR2F-F|KUYOpH?8UM_98Rj%VwSd%cyiYOZ{qp>%B0cT7V`! z66q_Y>F-T8dK)m=q3`i1%XV8j+x-#eK*|c9Dg9fybc2fm%ry7LFw)Um#iPCXjAfF0 z94BD?y1sNzTnhX#@y5Vk>u(6akBH%6h{(xDcloF25aHyEAl)dd%Q5H70VlsQk2nZ0 z(V2V4K)z40!%h6d@atjEHNClC6&^vF2Cq36n=n5;LD>2NB8=ym@iC0PCw-)arCmXe z1`Hx?SB(GPw@gNR^(%HF<98w}9x-z7bnt9<@BsLPD2b1)nM~>?By|J$FL9=`kb9?- zXS_X&oN&SPK6VxU?8D?BtPcQoNH#}R5ThyxU;qf83Py{w@x|H56S-aeqJWx!IE%(UQP;P*c@w-God>ZT z>aUS6M`IOP7Z6yA-ZCo~LBQ^S#%*(um|i~FAu8|U3YQYfllZ=HW|?Ut(LEmk=n0?< zDhKFutkn!-1YIryKyeJBOH3O;#58>l!(2C|aL6E9Xuag%KS?#*sag;U%Io`a$t41O zq1f;)nyC#jQ~C8;830JN2|TCxLa&E+?N4qDoBWqs!p9dH8Q!%px#4G${4A6sUd$v} zo|=P-#=u%lU1OOv=@ef1}$f8*PJC5EwfuQqA?d(Ng zr^Ylk*nwTw7xYuoLr+6U{R^Xs6;08Td`i_n#21bG1n{dvC|NU|(%I9WzJWO8Vc~fy zjt~xcz@76yb!@wN89fAy1-MDx?4|`PpZ#)1D;LcLm}?J$czVNf%C(2gMQdB~^&ueF zYcc*-AmkJ)a^D;O71tO&sW_mg3xQ=gfqP7R0`dsk*2Bhd`fGZCbFWGV-~)|3 z-c5roi+Dbxj;VS>Ch{!GzE*t?<%==XbnP1MF^eK=SMBHAC}c<;iC<~B z2HE>yd#hEzN1zLH^DN=jy@LfvT?%W}Pe6yC3uB|#mL-UiyK1@JkB^uL1cLZ<{AlF# z06!LIk?-yi#G0^0!#U2lg-d`_#sRoO z57?u4oT)Tg)p``xJza9{f~~8jtD>}**A8;1&f~md@SOAWMM9cecf0p2gY$E9S62!; zAQmc9myp;N{Hr0di?y(^5zH}L|G0=9*BII8{SO6ZbH?`5+PZen{tlwrX<%V;|Bk#8J%)0C7U`;~Eg6L?t2FqxW=V2)j?Rq;JL?XZ2e{JEOXIwtDs>4-?8HVE zZfE@g+7o8kF%zAXPi&0rWa^ks?DXJ)NrTLG&c)Vpn_Rhq5&q7q^G9fFl&$Inl1JG9 z0O-H?Kg9o&32^?y{J-d`evZv)84MZl%x5#5ODU6jEGlviYiYkrMYAX?HYIWK+Pqk8 z_buUWu-M}ey~09qm5>m+uIsNKVA^DXr>ak{A~5(o(PNq?e+lQifuuD~gl`%r!f1zm zC8!*TthZ${L-NX0GH?ds^g$&(>kl#UfEPg_?rp{8b3@c!Tb{WL4{@C1$U#JN0FYaw zvXJ57n1VKZiokY2iPZ@2xB;#S>=h^1Tkt!6LW8eEG}!9iZUq58uo@XpZuj3it0EhycLFH384?hYc%301ZH%Xg^;q zWu;Os#Kd0>02{OOd^FO}S5vw19@qTKj7$Eoc4gt$cXD=~<4@Sl$87i|e`A0Rqy~hX z6mw7HpYj03JYkRK`659oC#C-xbGT-8L$h?{-MO>;hqnDM&~hFnd5S43=W=_@mKyxE zDSNlX93^y<&iT@|jpBYmAwiYD4!MNHv*sR%@M+k*8R81x5PHBVDJE<%39YTY9QTrm zyyHd{W78Egr$vTsXx^4#w7hW3x(DhMe?U)*zEfGBfBpdMFvJn#u)EyD8rq&jK4e{YQWFrs zhGzE}jL{Bv1taLX^p0Rqyk)M!ED$}NZ+EPa3bDm-5!-B?t=VBDf(Cfkn?{h zIVt9`2q25u1P{^6ZR&3sPm+rPl~G_(gemeOj@~!c=12mw1BBwtkB|txyh?}snSN%# z33UD91t*{BO6g0qF<2IE)h@jX(bG_2y(D-D*@`h+NfqW%HP?^=HMn()@+r>X@>U7+ zqv1X?c^WcTkkkdlDPDi*I_KhJ-e0QY%=EoI5X5%zalK} z(U|W+T{^#EvXq%GZA^jFD~=byp(80%Zr$YF0*)6rmvPW?ZJ8t@#wnM`7Ves_q5_4) zRN!lU_ax6v3Wp>bcO4(@^tHv>(d=y$6NG?8z1!R#@p>Tv#H2Q^>pAa24oec2j9gZ< zfkS$Z5?-KXz3l6a$m#5Eghxl2Jxz!(u$`?|ZC@cZHo|zCubd@guPM%9pz*RZhMz+0Dp8MGt z{_D&6q*}k)pvenQCp&yT>K@?wd?Li%kfY@Tl`W?Q;ti7QdIjjvfuV%&K>ijpj_YqTSX=<;R;F<}pmI zS%qrE{bpD{Fb_Sh;x#D&_wd@_NsEk0lLs$uap6Nwo+OmKIw8Dr#%Mdy@AEaczByWEZ|%scxJ4P-dmkB{wktFk@9_BGH7jjC$7sg;;2k(U%ts`9ukVro$%AcW6TXB*HQ zZyum<=`w<@*~Ms<>Sa5_rn`7VeV)dg-n}i{%Lw}q8r4_t%{&3xyCRNkX!IcyarAlS z$Xz_HK3-?e?EcoVgd|78{PFqW)3a0wQE*f_bRfm9EaCX@>_wq!!9B^n>*2+b^)^rZG;ky&R@LHRf_XMQm@J zRB84t#$<@1pg(n=Kv5vXQd7gC&a4J+WGi*05OTiqv?BKhU;fg^>g^jQ7r$ysJ$Y-l z@GHxFH_8!^i#k13rervvYSb^N#NfNRYM`R$dr4x9J%7Bu8i*G|t)GYNKgN8Y#a|B= z=u>5S%UyJtey{`f{=C7^>x8o0`|J7_Z=zj3QAH1(9ZNL7kxQ5VljyO)xXgaHfQC(T zP?y(RfI(3q8IfWD&)?=xGLK|580tR_bla6cw`4VY5P!O8 zq)Y)S6p_ej5Bgo@%=CAZs@&|8BN6Hzdz~Gk? zr&9Kclz+Ool6DEa#0X@fe?QlIIy=gO(;1Jnp4=rbyfeI?!nscq%Y1*7i|t7~d4bPR zuQC~xlx$m5HEGEHPM2gjpfARqG;!PBCM{J;%5Xqxx^Y~kj)gwhaDaQVaag5Jkv`aU zVAUXr>I3pHaJhwwTIeIWv8~^%B<>vN9)(a&vBZ`!Q|bO;sbFJH)^pRfv#oLcHv{N; zn!)+1?M=g{m0~th;d)7`iVI>tySJy+x}Kj3n^^h)-b-6S-B2xPtJU7#`Rsp<2QARU zvjO>}PwNjyU0F!}RyE9Wt}UmNwm<9??ro6pJ$7I8{rMXyCc%t9lw;Pru&61jTM>{E ziyh!Qp*QE~D1?|f5+X!AQcCf3Uc7g*SsW;elvXy(Y6S0w3o^eL^#yzRFU~_V+vNg4 z>RwhEknp|`j{^|3A0JAn`E-M+5Wu_yIhft?n)ud|;kWZF0LDb$jF;1A&Jw_-+Zy7j zw}sepsKH&-M)<*`m0LD<1iAHmZ^z5mX^WtdGQ>|dq#D`Y{- z!O$xu&26C5gxU4QjI#m583jt`7QD(?rWY=+>CUh{^vkbyyBOr0TCDoeFSEu?IB2%0 zShdbiJ;2sb6q*vkJz+o*?F~f)-!h^0H;4Z^fH@~H*t5SZW;3l?S+hz**7*pi=JXMk zS}~m}dMZMp54 zO;6d5R-lGK8dZbs>-OFY@>4Nb4go1W_2Ge)U4lo??M6+DbrWw)?C^YxPPCA2XKx`( zq3=(58hq>{?X+enA z;bVVvh3v@f#2?cP4!p5joA{^?12w2*Q{?>HMiUc zVx`WU1akidjx%jnu|%y()5Npogq669@}_i-oig2Kz=%gtYdvxLu<%&p!q^7m6DiVy z6NMgW`qY(V-4)l7y$zd-RcG_>{mz!A0L#~jAt-6UTs}5(6W1cISu1_-k!-yDqeXd<6%Mnm~LL980*sq)VE$!c6?;ZL6r#AP`}@J zE@LT}YRqDxQcmsczyQZMK{VxzkbJ^=hGJP3O!;KkQm=y{zK*A+nprg1QkC1T+4!~$ zODy{x=d9O(AWv6{OE*wc`UOu7m`er0HIhx>%IO>g2Ei(sO>>u~BG=kwb_1BmqN?_5 z@`O;QP?QB@{P*N#D5ckrJiG*51?N7}cHeNB|I)2r|CasAFY6l$Mi|=-;0yjtlhj~O zBbI0(tH&A8o}R(x8{hQp&t1!19(Z=4nW2N`BhL}`)by9cOThi|jUW1<$CnN@_+6T9 zvPvE@Xu4|Vx?X3Z60nbCLnek{IUj*27lOk?&lOrlX{ zq6dS_`W2*CA%u>Ofv%g^b^aY*A4tGq)qEgZT6vi{x~5Xst2ZFS$Y(j&ck@B=fu^F7 zX;y&0_dp?%c>kT`n`A+-0dB4Pquqsc(+sFqoz3URv~(ll8|wnLEA#^^*RBceo@pqI z2r>GGzQ_AjQj0k{Ubg?`8S%T9m0CJ(C|}!B%L8t)z)e^KGjIugX61b98LzoIRQa_% z5$lzFl(BdyEhD8TD!nKu*$^R8UbBak75~}dY&|b4eK$brXRI43F+i$Esd~?lWauD0 zJ!6h=d{~n&;d+(QTBTEwKD3D9aP-W|&f@d>{SRU1PxYq?8I8DVYMBY$X$p6lz04VUs|!Ae}xZ!rUsvVt{<& zE&iCg9~>KKsRHN*3{H;Dkll77J=%N$$;_jrZ`C|sYxiMn|P45faSzM79 zTm9y?a_KtDqzk#4{UuCJnIln^!!tg8-a-0qYK6wqtU02w2CChL`&XEhcUUQ~!5 z_2WI5p=GQCF|#n_uoG&%ud!JmmfD>u7u$EKm7)M`sD7bbE-LLyCZsSlL%T3ol8NT-0ex@ZtChMM42n9#z&8&0 zn?k4M74u*z&b4!3>~8#Sr|>9Ib(=a{Z5K6lrc-{IIVT^~6cUF_bApzzJ&L%8~1(jD8UWE<)@pTE>K{I8~?T+)0Eq>PpaT5vbvgq{NhXfJlBB)lKZ zDcBs0HXywqnZ#mk)3H~X% zLHgY9X(O-KBS*ydo~r{BG_fI>!F|c{rIqwgj!1H_u~{r(X4^GBOi`S#57Vx z-M`=uj8x_0O!G2cBOgX(B{2Tw7W4ao@Nrk&kr91E7mu$O5g2Fc`X5TJpoXi}$gx02D zrE7ipv*OL@F2k)=ko+pf>3CK<4=x!Je-hqVQp1LXaWbsL#H*WN)km<$_%HF7PX0q@ zuWo04oza{bGvnxnNuo2fA^Fyij1DJTP8QK5KUXKI&qPFJkbcp$^1yF7U3ioh*D9nW zX=_T+BQh~>BE7^Kjbta}dx%l^d%9&`vbxjwGDEdzaplu>UPin$2I#Cjqb{<9Wu0}q zhtW`?{q_r5xc`Gru0>ZRPgjL?t~Mp*4CRzEZ;IdcIrgkXt5u@qDsf3$dOc%T{K@m< zknQ2yM*>KJ;wJxyJJHT2H)12!=4>nE=Xs>SkD!N1SY$D0>IUYG?FvxM_h+-VKXpCu z3I3GO=3f`*m!cn3OKJW7EX|G*&CaJDOfUgTulz}qR@_0Bqb^H?_Vyn~)*yyYn!jsg zTrP<|@s@tZe%`Ep-u%jtbAfbwvwKtidfH=DL;HZ2^E2A7LF`%ejuJ~bX++Nu6QC`y zMhUH2SJvDKdzqk2eOa@oF-^)q#ofWH*sjq}_tXM&svt_-_S?b=y&BEYXjV!Qq(`wb z1?@)VY&Wzwn!pT^M61G#@23H~%R*~;rVg0&?LA$DuTXl1xXN?6^I?$-X&(M2$Pi4u z1GA-|a8v1ML?rNAd-si@I)N`&mZQH2H9vtw8EFbJQMM=& zPtk&5?xJ}&_1Q4F>3-YaH2QPEIe6Ab63T`IRii1jXj3;Ook|(5Q}zXx43ZXN$+tz< z495GthxNUObNBl~$9ykz`1UlMS9&uiduMyA!16G{V)#c_Vq!*OLPjDq`4}jZ6Sb~5 z&I_CT4T$F5cQhY9Tf@e}%K-q#F)qmH@URejUH?xCK!v{dK>r(asrAQ|0F|4w=Ahs@ z&B>w6!J^Co;J?HPT>$610Q_BEiqCP8fP(!k+h1D0)LCjf@Imfa7}6^YIp+JPsZqDF zF{NSU-f-4vrLG`!58F(*H_Y&rlHb)x!97Ui1Z4gP@t59HX&m6&P}ZP#q*SNh-h;1@ zRcu#wF|tNg7{1c5!Z7t&*Ap;RpCuJsOs47=Y)l(%B>Yih<9DT~%N5}d{zk=+sOgMu zQ}uD8HGHyCdeMZ<-A?o~(><6}kD~e{h-FX}0FD#*58d-;f!P&G48--{S*)1GGl=)^ zSt9zBDBI1|lY(WEg1@OW3WIBEn!)s(z-!x>dooZQyN1MJ)o4P&vYr22;eu2J_=9OQqjayZT?q_9>C4Z{B z;57%NyK#>8%%Sx9??B0KfNDTEkm0Yi1Zj~3X_*rMh!fg}Q-kga(T$dFg_dUJ82=?s z==sc-`k~>pyu3g1v01;&2_rWWmw(Fu#bl5C-op0DIcwnZpcJo;l}L&?t%|)sv^(gj z>ihRM5!ArIxCbs3650*7tkV^Ra!aD$OuuA!dWOiH^Xj%jFj<71K*C!C2bzYz+Dqt7Q2KnEZ<^QTbwR2E@{8WAEAF9rt@q>Kn>0T{ld<%{%O| z6qI)ug+Ftmr@_M`)H7!jmRdNVX{Mb`*%%!M$!&+5VhI|xyVnPag@R->m z_5S@A41X$f_`aJ7YyQkLj{GK`xjkyby^wQXrFr0Npl@W8YF_%|g_W;c>@O2m8fgt} zj^4Yyz3xkW$*szQidsnrSQgsQ&!S}DW>Y>KqBY@ucv5lDcke_hXWa4FsCS_*B}J1y zu1QErl4we?p6(;or|!3!?lat{-W*$-BbuDLt)i4WJ!)z#EUcNCu?`OQ<#dJGjq2(G zIg{uFF7PVv4=J)<;593_W7_;&;;!Xw<0E)n*zyutwT8J)Mk{wv)d`S;Aw{1HbtrF1AnrIx>fhVnl>dZA z>t7jPd3-w8U5VDeALRC6#H{zmv8g+d_67?R81kQM> zTUR_x0Z9ur-Me4X$H9-#%1O)hr(WvVx70whZmf_d^GK5|q{+3P`LyB?t2bs}*YAbf z05_4y1DVK!=bz|SGAm(}C5Ms)8!^I{2Vy^+?)hlV8L5#IHkyM^ZL$3IYHr#>oWn_s#Yya6 z+{`AGQ)z1#?W-#KoO{{VDO&jM`vW|7&Z&GCl0 zd?L-;0y(}^sj1PuMU8U~(Sp#W0j5qy;+CXVW17$|Z`Kq`>eSTrGF}A%S|;tS67jgt zK(Y6E3vYt%X4;_N_gwg;NHok~$l9>~D%S|2-t4(Ke2SAJ=q3+~LeFSbN=mSaPL=S< z1KXIlutLtwzu7pkK`lhXMiFT!EJLDqyLCZ(XU~$95h3P1ZfThar@W%U2dqsnQA9=y z^jBv9pAMtFTvEerz8|Fp{#!&WV2}uPqrnG6?O;J(E5o)MF zks>s-m>KAA(SOnakGNR>if_1klqV!yyoU;zQZ5VAJ{L0-#iD5 zS#26v(*b6BbZC{Z>4)ngDDSg5uQyPqbyE)nSH9oszs*1;eaM74wPE{%GYjptT@KVL zxhef`GYl7ch-w{mHuP0xHpAaDG*amYhl)xGAvpr1?NBfW~?ix{*iQZfKG;BpQ3)9CMQ82yH|I$ zH2kFrSp1MRNnS8_&xq-yMvNWZY+24LS&4|O1jK(Z!{y)z%5!v@9Ny|I-s%939<4<2 zda1LV0LQ;LcYaLsE^u8RtxPc=Oq&~E@Q?h&a7szCys5n(F+hlu#SFwf&Z2G85|ZoX=W=L z=zC(&E5&T{f%XDbW*8t4SHiY& zw*>#IIL85?I6%xl1^pZNtB2yg7!=U+-zr=$7P(#3r7 z7gM1=Q=(u$DRzK{?z@S?H}B%NAV;kWx_?Ad7<-xjbo^QSv-0QX&7%p*`^)(WmH}qW z%EqIeQmdDI3zkxLLw&ROf`TR(4SFt}8jKW@gOz4?)CylxCFoxqg*+eSqBCY%X8tbb z@QeG^DcsGkeBl^)f%v}kL6G15r6iZVu{|>o_nWbj?axkx4-9>a8MvuNM_uVFR2Lra zfu!=Z&RkAvimY}@Ml*Y}=F&YZrBMA+d3yA6^bmCFb9;-1FnX!%D_JXL-h%xWR}#gq zCzPI`rga7@(V{f%gaU@%#Y657j^*zPHNI_{es{>-xG$pZv`6!}eCL(!+q74=?zf9; z3&6*eJU2p(3iNCqj=33%kXmTfYQH_n;H%c-D2(H~ra!$jbB4ei4}odIZ!nEa3A6%7 z&T=5_sV)i&kNjl|MdEXYjrZQ&BdRG7Znc)ZG7A% zF>RB0I)nl_M-Xpyq#jZ&RKdG!fgc`nMyD=7F4DMCfSr9O68=C8eR=&~FqyCR=`1lZ zQ|mtnx@^uiUyQw(x;16IXG)@&4ZY#$Dl}qyDm6BP`T{HhOKa!)T`~sauCCtW!D@H;O$J-7u?a`Z%*5x!?Txd}9(D2usy*Q*c*E${5A3?~z=*qrw;3$~*Z` z*YGa2v~vq(K#S^4Oe^zG!rr3ojs`8%O%MEd)L0jl*ozsA6Hsct#H7{mU_NXVe_bFT zk(e<5C2Y*pL3!7-pUvoLwPCG-~U`j0o;_G6~;NbBbKyu`jt)5eK#fK zs@xjduiT${jv2LyHA))iCP-sA2cpN&=$m%RYr&cmHwAXf_g#N!@msfy+a~cdG%pAR zF}VEHMe#L^3EPlzexqfDO1`z8A5C$3VQ`hZiNwoscL00U7R5mOQg0-vjM2C1%2n4; z34sya#*C{7-hZqU^3&5Exz;`*HX#Dxs9P z1jEpS#X}7^Wj*S?T2EQIheK;tp#t7?nM~Zo3#=>8E(Gx0Ma74_vbysIg9)MoB{Lj; zEfYlRbiS{G@4f0us9A%0dS~gnu{fg>*v}}f`~flF$v!8_M!K&5h=DIO#T348nZW*t ze$PMnH#kr@T5OLp_?FrimNQAlmxP7*?}NT*uVVJ*n<-FSHX93Jd&KL})r|by3b#gv zgsr}G3Nu6vu4JjtGgE1_`wrM&g;44IQdg^>M4>J}7SF77fFu zXg94EA^zSwh|`P1cxJU7IGa20T`gM_l(t>~FpN|O_MLO%5-refuyIXT0{xc(rjHc| zx7IGOf4P5C$oYw=!W=(*&RM)w+LlX*8)!HBFF%e&2Pko%m-nBf-h8C~DNXp(D%$l= zuj*rJuipj{7kcB7RD?b+lo4+nh8U*(tKdo}<5bM_b9?>su-#nklzBDNZDCj}{Mag| z{dr@)yjh_LBOjGu^%`Wud!8}NT|A_B-U&0%3QYk{NCb0I5W1MsR+Em4 z4rkmN5BHylt|}+27Ploc?o#7!$n9;8f4;mNs}PO)p|)Dd*P*7utP)<$b#_uT14Sul z|Al@t@7)$)s&jz`o#H5};G3bF5iY#?liyBLGcc~3q~tBCsZ=qmhc~J=gEj>Y^lY0R zpzqz!Y@zL$Yoc@s`%1g(Nm!O{jDA*{)M4zpPNDw*_H0p?>5wN`fSf9 z>H?{o#u2hcj^j+s8er=H$|%a;$j)(S0|xPp^Ic0i1>>@g!_$;k@~bN<&jc44 zWmK)0V{TBEriS7V(oApS`3ok9^unm5U-&_(PBfIWkpyOQM`P(mm%-H|+e;wGlQKRC z+!9rW#nT+FiM=t|I5l$ia39m$)xRkBSav=%>I=Ztyoi_Hn z84O(oEcL|x*iwo-snNiA6wIg$80sZwbcE<1hp+FEm^17zSdy3?rDQm`(1@zE*`1!P zw_vhE^xFWf>fH~#;iktTwI@vvZZU$5^qUFe7f{cnKJW(V&6kq$A$;)aqKsrXuTZNm z^QM7eJ6lspCWMw3GnCdDOA#ec+J(;dg1R}8U%^*s6>(h298#uw5SaK$r`JxytZ=r) zRuCADTKjAzg%ifP>O>r;s6DB*SfiDI0g3v=QW)xEOHn;~8=pKa6MuUJLbY(or6w?@ z@x#r=o6&m*G1kanehU}ya%Fdowf**{rz;TO0z zEfg8s+y6iwJlB$RA@wSZaV6pI`yZFZ)xA-8WHNzqRl>#}L>>j-q?0QV?L7UWj=S~Z z?0x`)s0A=x=rP3nGhKLb&020zM_u4}1V32Rk4t{Dk`l?JuDg_-z>_;g`F2;y`-n); zwIrEv&3rD`?s}0wPJ{NKx)Ab+DJ^)GKW2$pcSnA2Gwn~u?ln07((la9fRR5Cl`%q1 zrn73T#mO9Evr&huFR=Z+eD-Oq37D}l@}`4)j!*T-`|-8?FrsrbFoh_c2Efm(Y;8~1 z;!rm(8YdgK*Qw=-A^heHLQRg_ePvRQXx!mP!>GSd7yC&+7h^wHEdUK+lJTMKTn7H6 zNKKHbQ*!g{AHzB&<1M;;CBw=rT~_XX2qqRBm9(Er0sHgtdZc1@<7@HF!lt8(T6g`p zD&fl9>%Q%e230U=LrQ`u1X8n?rE51AAL&$k+`tk~8dw6fu#v>V=8nZ$01Yf4VcRj3 z<{5nm1c}7Zu~W)5o>JS_G5@3f+s*FJceT}re190P)G&E!EFF=aGv&;zTVY+tmZVl05x z>Dae@!t6lt^aHMxYG*Q}-qD()E>49r$s)nlz2&fRHOn<4O}&7+mgWD9Or7)znX|=KZLPv>H2C_ zDgQNEc8(~7NLxnJEZq{O``2c~aj&l|yPnu(i^f=*NO{33TbAOmfHEwbiWdsA6zV-1 zQo=;@S(%Pq|6hxBW}#WR@lLbHtr{_G0i*nx{%K)I7ZZBF=Kjd$hkaD>#cZVmRQ8L= z{9-Xi?X#dqUZ0|4u2r5zcGLDebq%J% z2o8@fV`&sxys%8~1=rNtsB8>7Fs>t;+3Ce$F77Tj9Tg3CI7czvlK)+W+XLB?w@A1sy(+xJT z|KB0(!qN3AW7_MMvn*(A?JfYA8=QpOFT9oBeODMm{vp=<4VL+pj7a` z*R_>TeWOe!04OGniyB5mzVA^E)}0>t-hSx#Kzy1LyzWxxgUSbcyUg!R2Txx%Mr#D? zsGJ6Vciyi?b!rO%V2oR#_1RV;tMEZ7SRyFFkbV%rAF@e82@X&b>cB5sIs0~3iBmxa z6`r6u!ck=zU%6U?IS<2tJ08+Y8H15#fb(`|(C3chc_(#t@c$AX9yb3gJiz-R9Cxd- z=vLUXam0hl^YB%zV9%m3M&<8b4bx=eK%2_#ib@V~nokm7Ci`Ukpx39dk@1(xZnVLU ztPIE7O7IC4z4ru8C^iz6remXlch$AOWb27I|(EJJ%w0n%Qh_zlgD{o7R1f-AwhQ;L?2ys8a?6W>LTX ztPte}KDx67<vu6z$ zdgfl=kY8Mo8SRG={s5rv!O=isVO=TH@Kw-gSZ3a}SxxLptRzUA3vPI#dJ+5To2_u2 zcb*CiZkO2Mu8uFtX?Vc<1f99wFz;%oX;DaZ2SxCsa1R#BOTAFu`vOwWbv%qSv5!fI zpU!J(XZsKMKGNm)4gqGm9z>8A=(Pt#_I~j`{q7>?Nceuczu%ZdBc0(s2RR;an)Fg@ ze$lIabYc(c9CKgRc}LFGSyxR$zPQe9@xybAhks56mSzKut;5T^08~WQ?-n6K zpDq?4)!^lszg;VqX6js<(Ypbu>E5p>jzh`~51&f$cRYH3HlG&3CgO@S6lztS9_KnG z8lbLzl3!P}4jntm+CBQoQYhvuOuK?U4bOF$$wYLkT3&K z0p!jOAq+w)WyR>cXofBzGEGZ5{T1uT4epw=o6!bu{1acCVg~T@DX_LhEY~*&BJJe( zFD>@zh%cv`1u{aeDnQBRh_oi@*<6P}7lh4P`C{ms)gq~RB10ze-|(IUmD)XP!`nU$ zMjs`awH3bi*aXDHM0iQvW?TcrSkH+P>>thF{2lzm+_z!L+>Pm54DX2H`td&J`$A&L z5`xTT1P+R8yL9{h^xG^^!T)IDaKI3~X9@2|^)~EL44;o+%(PrpKN<|uhTDjH*EBda zHhO(PoD}g}+I)~-3R5_Jh8Glz2v*=@szu99EFHI_%d}lJ)%X=HF!s2*H%KbE5)em+ zvT!Kk3h`rqu6+X0k!2pebEV%F*=J?-=X`3JX@%Lmg*vRgxlTQv4}PaHF@LIe6qC)y zSY{0JE&nV0aZ*O^y44{u=Iq|EChp=0aoMN7S5La#!3|l;w*Ktu>ax5>F&)k`6Zb>k zM0!duJq0sC`j?<*^99e>y}=xpx@Fw>FAtjVb)?#a+5Prp{63uUo9X3UouykG)U3w~ zP9$Tt=GrGTl(cnA_(NwBIZ1}$LKa)B&!5ffdecxT4;w|MGB`GxWiwojN|Lmz89FAj zD}zXEBf{gddm3iox=6rF02oi=1%x^XamoZ_8Yc#FOR?Y}92 zrOv?;z*6}`28$sR{@;ml-IIgUqnZa_P$R01mWo)zJKbXOhnjo!FbV_l<}PI?0Vn53+Hp&+6Mx+jC&P^|Mu=#rs4RP>I8(B{XHNUWKAQ! zW3*SnGcSJPIu42^kOWLl8Dx?F)&wjay`|x~2g(x^VV>o}Z3TQXNv%j@KRMQlkPgro z?x=8qw0YL|S9vNNIUZ$2QS=nw?mT8zEaR}_U`QHsNV@$(tO?;1p@l`^Y}1p@78e$Q zuV|Vm0%`Jj`tv@kkuSm1s_!{^?}ALIdaUn@u7{5vbwCyQabUR_Q}zdd!KF0C);*gX zsO8JTQITd@74q=Bg%5yl@4@9e$`!!mMxiNtsj^6jo#fXGZ(o?FrhpO)x6VUZnh*g= z;=fNch?%O@2=t*cO#XY!atC7Q2?cNsadaTmf|ikHgU2ltWAGldO&&^pGg;bl%w>7g zP(n_9E|&wrBN4ZnzJ1&oD$E{I@WgJcy+qXB(<3!{2;=S<`6l1Z69H$AFcukfGib}* zDJh+#x+(hx1>CztnL=V9g7(PJ+c$Fm*pQI`U0-#@M$LMig_z630ODF`qh0QT-B)*z zh2Zv;pTzU}qxH&NBKx_z199M-U@X!}kbV3bslg>O-0bdZO_3#4w@mQqda`7V)PYC) z+h*OV?VNGd>jOo$Ft?83u!_%^ZU2GF8#BQpp{P6eQ{BFhf5$j=ZmeaI0FSNj*KMe* zpJV|!-7Ec7FBcMnLC?O4v4QJcr_Fo4Og{XRqfvs<(`+@_3WDou#~;p6GG~0|15Yvz zE(b}6T+)D3CD~sxtrlY{igVuEg`{nFA-nN>ri2y7_0IfFd>0hGe6k4MbcCOFML6$a z&JzPS7I3{yj*b%!qG@*xPI*hY5?q^zel&b%oQ?#VFQ#>T%DMrgK0)=tT&iwNTc@kG zHO%ks6J+MxikI{R zCLQvE_EnPaz$N!Hsj8TW<`4R0T2y{ObtSaqsygPUKWln2*|ugv5t;S2iy6XUwXp-8 zr_LX3gPJ7$;_Kdg-!7_zY?Imzg7ie*KEZ0fp&nDz2%$V0I=DV_YNz6(3!t%94V4u5YhX+B$)yrzlF;iJPwivmb<(FrY*d+o^(`ScVrZ{ zkcwiFv1^H>sj(JaEvq?}QI;h0LMOYvr*Ein@17oQAdv>Bkr8EFBcd0a^Kde?oerf_ z144MZsQImeixfs3cB;N&Oj`4ukl;{nEYGd}rR+O~g5vvtp*Xf-K0$bS62)UkKfGF+ zc@IT+$E8Xi@K_L5&sVqBTK|1lTva^z>SZLm%#++JmdX0B@kAx|@jCwYpl=jXs|l(= zL9U;|<&foT;F*(r$(Si?UhEGv*_tC8oc3=6Agn3!hFmP$h_79PGbts%o~T?#PW};j zeX$)wmKv9so-q6+MV7|YJ9IOGhg~et$V!+sCYv` zobln^FkuO)o@rVci02h8^2}`xbRnePH?C#oR{0HGf4Zo=f#-!h^pLaFi%fd`sYB`G z;S_BFr&dbwQ_M-OlC&MC#kvqABk$>V;RSxb2MDDbdS)&kGzCCDtkGACcQjbJO?wso zXptf~p5e(b7XHJV7Bt^gljOAZC1oO~k3yV+isN9qR(pM*I~DQc)>~*2fm}I@t1>QLNujo*Rxyj|tf0$ePjlR31WoSs=7kHE$w; zKi1VR;*CF3MAL1M-;F+^ojD!e&W#Do zEpJ$UBXib6d@(^QTwaCNo#FRV+U1Dpi{f+Bl2mN~ZunSVh~!)r54h0Z47ga2_sZ?) zpTL^pqfNA!;s;O*9nrDfJOCvpVLB}|&UD=by?BaGf&x)&BM!f>lK}V^SpU>yq5#CZ zwzX%QYy63sR1q%j$_5Qo=C@%v{``8iSp%w{VC=dhS>_Jm;EdYSt8R3SEkeo*biitx zXG2Dq88p6?={wAt4=iD8t+5eAuGZqY#T~D4C*9y6eCl1o)w;tg3$63Md*3G>aWI~# z1EUrVjM{eoa9%a9Uj)1LKzpH=a|rdMp9J6OG^1LJV_c1X+lL`O6Rc!94Smb4N8P`g z8~QVlk-6$Rr*}+9gJj) zPv1bpVtX0-nF#`XOqmeE(Y;59HEt+;Mcy<9%+s84TRW^ z?UWS)h67)JKW&aYv&{#X3P9=-QmZFG5)L&>JMb6S>x|fS_6m0Ob)&` z3R_vQtMvU|O~#yWvTulCQxHElVQ9h3j*GrOp#67vK6w{EseSY;{p`~KQw!zD6b*^wdg^n%OsSG8xBIfn zgc~3GxZ%^&(7f?v!47WbIR6pC%G)nK>^z9+PcdUrg7PzL_1Ox%Z$Ezw+2j3?kf$|Y z-7>@07nJ|Q)|#!*Mcj4`S<8v75eR)3X=mlyks^G-l!Saz(riD3x{wj#!hB~^OC5PK zdZ=J0LkkRg=CTl4+FNh(bQb08$pn7aX@kC-tav(YeOOMEv_XL=Q!hRo-P`|sv-{S3kNDivw%BEJqq*{LK=C$ z?CTFZikxNkcXBS&XT4^dcByyjMS1E(WycdlIK}gvSAP#YD0Aql0CJ7^XwfL&!#buy zE(?cF7LpZ5-PPJTzH&pwt1~&R{ zT0|S$B313`#esEr)QiQPmBIxUX^8`<7R<ShM&>~8J|56i2m{GO`8%Nf6AHIAG2U(z)ro(+|>-z9rA8!Yvcl72U z0=xqd%oyR$vwG^0q52>*l>UimC$|Fx{P36BKE#NrS{Sd z&y2>|^YVol;oovv>4Xa_)fP~1=>Ej#7qRnSG0h36u_{%F>mdG%<(vxz;i;K0e*#FP zGk=E{D*Yz7n}Lc69~FOxdujuXlz{WD)o5S23ExV8pGI;wA`W*XU*5@BFp@E^^TdQO z#wiq%Z}0HKpY3)Zy@3q-#@ti}1RdTKDFj3n1iowG0}dCj7x0+1I7vK6P>+YesA^ue z-KIk`dxJfiFYmN|FCp8!F=ZU}YY7^`+gpKtBqiJ6!f|`;8aY#94o@+EpXA2DXM^MR zM5!=ijl!n%Y)E>%tDIEJM)bbi+&<++u9Lug^ZPc?PE(qU|v~n&ziXF*z#* zeBGq>Vh*^RRyt_dA2gUU+z>%^=Tysi@K>BDAy9)k(=2$rj%)Sp(GA=3`(C(OzCp4XmPi0=Mlsm>OwVt*>JK>TBhE8udR*{+!07$QYbiBUC|91CBXYLx#Pd1D^*Y z)xsf4rq1Ry_eWYfa2!F$G8ccaW&SIwe^e@e3U7gLf_4lXFo)$_Hu8R-Nq5tH<*Zr( z-QD=v#&L-;G$aAW4rHs zu#Ya}B0(B{4SR`jR-~++l)e9C_vGNracG|VxD}Wfpf(38cbey8g-a{6BG4!O5=}6qg3OtL` zkvbbvb=gXvqkSAV{V#InC4J+s>va=N>fa)@?d9UL6$Ipc9XGk(!GA$1M;2|c)k)QX zBDG!p$y^$P>$thzFIcL;Q$a!0@r@pLHaE>IqErQ0SChz1;XL!Fk0udLQ0JY^Jn)av zIF8m0X+5sDdH7fpV&X%B-94ec-zeo&`FEMmsp`f7{Mt<-2F%Se*3U)WiVLND^UuZZ zlMJhk&Dz$kDzr+H7Oex`L#LC|O@LV-v8s)oyChO>@sdMbJfteNoOf7&Cmg5rHO9*?kU69)=Q9>vG z%I0D!xW;;Po_cTUtq?Z$8@OwMd_RdXSK2k(3*55rRha(grp>_lEY*p$tmjoiE2~k6 zVMqU&g|@b)xD2NNa&&}!3R(N1iOuHhl1CaZ1D#y(Hjn;VJ9Mgw%W17oj+Agzi)d9L z8!dC;`6O`?$5F}H1Ngkn9;#N!!`nB8Nxy4phk?y24{3rC$sxYC?aygS8iUE6JHiGA zy>AZrgy8`G0@*yPJ)}HYxW*B=zmPvacaM(-7Mj>9rS6^Xn+PAq$)e+X9ta_uDG>N+ z5;?|ll?wFI2KrRH!q;7 zJq)nY2%tGDx$24k&h?mM#I6%Dg1tTCp4XlH1zdBv{bYRXs)`nR{;*Op=i7uK{+eYjeC`xvcEsBdP4F;5>^es}6}XoV&H9`^XbM+WXnXo^J-* zzKSgyP`xGC>zn47{2OXp7UgaaO3vHcY9KSvZ031z_)tmfrM&d$dO+uKO~;m@y9Ul6 zg|>IJ`2EK^aOcG^bsn#6Ue%`8{z28Z2cJxSh_vb4-}b?d-ecTZjEnF{O2-L_}Ds}Mn4|GD+od}$ER)TCbU86@A;?t{kc_f>~ar39}Y)hyz$BA6tb z;f>yaTl}PB>HOW~mGJL`xLh$+lm4B+eKFpuOC8FPYosSc_+wGOz&9v|42GVGa46qx z{l$_m*Yp0pIVcSeq>gyQ9|Kl&wL@5zdYZdLX`yyV?0L`B`1>d}RUK1p)8IfMy4T6+ zc=e0rv*@~?&f>N!zhRK}uHb6fOu~QY2!7M|)4F*H={U;y%i=x3h>?{_(4b}ANmLOK z13U~Gw7qvpM2NOa5Y0+s2yA=koCjEt3m}XBlv{qyD{n87)Q?x`j{qRoZX<6u7c|+D zefXpdKT;$rn*g$c0euy7Kl(ucsEH4Xxc%zaS=o-;?9tQjARF*gTmPwe5EYF+OQ&lT zwK+Oj`v#Ba=@)SdM7?Jni@;3ZoB6N+A+?EMf<6>%#GQaxT2COmDv{gF0(0Pzi%)Z{ zyOQ-onR}dd0Lu=e|C_^}&$Z-mb(=ZbGRUEpt5J zqv|Ayi51w)>K&*TSSEXb09)G`%xhsk6PbPVq<^Q@XD|~f^UGJObdvjrE>k{cbBWB= zC84Hu54hXa47oyB6h9XgM-GD>ZU+}V`Pr=HK(IFVo13$D8EHC9DD)_`Piq&op7gRa zL4u51o{gRP;$i@8?V;D>L#{v3wNz>#_ z|DFdYXU68$D81bLqDTIf+TrZ>r6g!O?+IJupv(K=>@AS``OJCUKBIF$clJ+0#d!*i z%$V@6dCrE#l16TG$fQb7;V}{d3W;?PN=K3Ba7nf50oxf&bL^PgYo)7d>D{=}IkJtB z^7}aPhvKf=FIL)L-i9t<7cZo?1bfQ6|3E10*P-d|7{7h6Yl~b9v*uS&e&tp+u&9Jh zUv|Q>AD5$Q$Lg*w@;*(HH1~qNBbYb4|CM_1!ac^o-w{lKyZehNm}JP`cI7&`eE%u& zBvjB!yJfAfgjv;xP-&v!_WP+G&^S=+_fTzitO)3_t|Pae(by+231OEkXeOs0JDl~z z$TEE7mR&!yQ(B?d#Uv#rOY@`cQPje-e`)IWW2q?979)Pl6=kLx% z1~Dz~l_zMeX9Mz5obRa7!%(Iyi0)t^ht?7PzZ%`YH4g1E477hXg?309QGob;-L!xmbhI$p{%w1o1-bkWhj`e9&<1!7W!}dYk~Pe z3HtK=CL((b)@?^u^ow7qw?}FjfMxONKFXd}UyH;nfQGLc9z@#98MnsqMl*E&UXP~>}&eio~GiXWDNv5R1>?| z%~j2q2iEOFbDfN(Tj^i@N>S7Jz(8l38=y>#^%l@;lcLP9$5sZrY5|%=)pMQ6UDO?# zRt44~`ijRjcM73*GRN_o(;v78=EEkd%zbd;WRJ1t$vbnAe6ebO1n1+t;jflH1l))H zkC8?zcJgu-Cnut2`?p-L{V}e{{|olhhuIQ#zdPX;tXXFDG&M^5mJNfMR4;N;j|~Hx zBI47jU;$w#ij+4(9pZgzp>Saum*;pWMRf_rA5 zX<01>171NCmHZ2KuETVr`wK6@!2Avae53Hy@x6`YPEsH{X$h6kq531KO|%l<8Q{7u zm7jWXFj9-=w-RaTmy+A7ky5v>K`ZOX1Tn5ADf?(PpT~@~`%~}uh4x*M#)j-a{Wzni zHE)Y%PH&H(#{_vep#vC=Cm1EMCy5~1tR zS?c(sExRdv($#ONQ0(Vz!3&;aXt(YyDz-Ab?Bg4XE|@L9MXkqrirk&1Ns0mjy9?^u zf(Kfy90Z*8y}D6$&~^#B2UcdE)GR4dEpOmQ9e+TH*5{LMK15RuYbQ2;u|edhdM_p3cZ=h~#^ z2lwDCyrY0)Y?_BBgad)OS2-ha*`?z%xB*79=s&=>P64C=Ak~euct(S6m0=Oq;%niT z&~?+%o^4~K7;o5brl0+CX~XK7>l7UXvE8r30m6{Q5G!Fv3I7W8!1jnr*1y!AO-eH! z0oivGm>Fx`8_S4@?GTz#+>c>5(OMv=q11%j$wO2~h3xSE z)AHU3Vol`ZQU=(6OkSw7h68A(pTOBrqF?>%emNjzNZcTi(hJ0q#W?@9#m6I`$Zk?% z1Em1YoyC+rYahYHi&l0zsE;?#C3^2ysWfl2_O5HnQ*=SRT!`{PjaHtS$c84wFF)A* zKW#vO;q&1Tw#EKaoDX*fh)|hFy85X0OiqT?6K4H|Uq-ai5E|S)bMsj+55INxDrVeJ zBw=&=T>cUpEo(h$mAXC+*@#$8=xQ*zVMH|@3_S(1Jv3SK8OEf^BkOM z(`BOS3m#b3QF*VoEF-Z_22}pD6%rp)NvTXA;5cU6(m%`(DS8#XCD+)d1^*k?)*}J; z@>Cy;g~Fi*;KK8u_|(ZqM-`4Dpo4Q5E4R&!)IESb3Q;NvN<(%cn}#fweROkaB8TYi zlNhGW%0k(5V#Tc4y7a}O1N1#@K!+BHBSojfZ~a zNi;tQB1hJFWbsYZLX5GJu(MlQ3WCgdX}dIj_Hk=PPTZDg@nfOxg~cmR_@}d?2x?%K zI7iwX$xCYlf?bxz(5_d)^&gl>NLzFF8%$`O&@%Q};A{D(0{mH;JB+SWFH8l^+!`J= zxa};=IRzU|Q`VzIu>OYJ1;f)c0JFyZ&%ZjoB)%`WpW+E0ZlR)0$PkH(Hfi4HMCPJPp}`@~w{ z=j7U|E(A01G^jWCL{m3mpl+(W9y(tL!)PHV)ZdM~dfyhbvh-;&?wR_Y9*3P9cF6z* z+a3O;1GnYiYP4Aa?b#5i>X}GgOsng0^!HSsUKF%c5yX~RuU*e^Lw^`M&Y`wZbsjYK z;raCRJ>{oSWEEn`Ki^5Y7A)q1uJ&LSW~>aD4`sthE0qb3IKZMkM06eTo$CF4F;G9l zB&@2@QNF0hYFB@;?VRh)U2i)Mvy!s2%Tbk=qa4uJmOti8W41H_i_*Ov4l9Dpun-)b zwd$}m9(-lYjipVg9Jn&U+4_itZ+Pzq$mxJ$v$J<-K9)rFgU#$|pW)|_ppa^gTt+cf z&DV6NMLVt;;TDPc9O%+jjE4}@QRO`@;X#cGj*fxTDLqywP9V;6wX=WOv5K$oXEg~M z5VPFGKJqAPV2qZR*pYU4xUDUx^8dYGHNjfi_6w(sE8mwL!RI+LOh~uh1#hbv)nVb? zxzQ^MpJ_Hb@VBO1HTFz*Z6%;SJ&GxE%0nN2FL%RczT^MlHxk#f`Kg~P&z{!p>uuGq zXDYXmi@)`B@+&>QPFp=EjkC3+=YKq%l#eq?!of%NFW6GCGB;M8m0-jtEcrh)zNW}; zGR$E95x7vIB9yeOUXYEEZzm%RvL*8JX;5ntN~|8W6}h#cngwa8r*;pYNxGl+@G6lG zSKHQW|LV6Didf0Ts;~Nu?)y9O7678$-l?~fEqaK$=lfyHH-t5dmR}Xv-0;QCSlprULfkN>TcTVC^v9s1bA>%tXPLOU%c%3p&U=&Iuo$TudWpo6)+E&z`6UG|jAz-juEp~8klA@J$IKYI50i2*pLBqo79`L>L z3{@4B0Py+^kXG*CZt23Tw*Bl63}>Bo|2_ZgN{c0`LsmaA4Yu3ptLkgR>Cp^_etGWQ zTjh^$+H?PS^HiK@sGkoRSV0ZO>V9W2>C{VLcNwBN0tk}(ZngPtqC9U>4woznB%UPdO>&f^p@KkG<^wTrHlCxIFFe^X*kU4=4dC{BF^brne>y1a&|+O z-4Z}#n;rX(D=|9M2cxyWf+xg0SN=8EPqgMQuKzRF z{jD5-Q6e5{I5>Srkt>?W=&T#W+o^+!5F5xqPx!yHD?^L{kh{poc(w8*P-%QEN-qp? zt-2i!kCL+|JyRJJO^OK4WlQ?FIqMxmdvPC{}#K)O-nLev+xtOUn8|Fy~9A| zRx9t8a;Hc!CVVDtQBWs{JzQ&EZIK`ROpkV%*Hcm$dyr9$OW;k?$S-y9bZ>Xh-&$j# zRxjLVg?nhp^0i~S!7jB@ttG9|zsIBh+uF9$+Ew}6gZ-xQcc?5IljJi!H8-y%)H!x5 z>Xua3i4sGcOf4|T4xBoNh+IBb?>D;fXO$SNru7Ezg3?j6^gwlAfPIPSYQY z{3Rvxw7AQWP+s!NulL!guEqliT-x+v0c|?m`44dIg~n?pLUzWkYZDczGkbGclYa`u zn0hHXaK=o2jtpWB8(o0Rlk9e*M5W(+5SryvFd zet!X$x&}+Q`!S>@$%_sZ%eLADVsdg`JOE9s;74l@!}Sn6+MkA`1Ko59?WQHrEj zIG4}Mimgw4vr(1sRDO^TYQp!=!xccolw3JgX#3I|SY(P=^-PjOmG{h|3=h*zg#yl` zf?f3C-}B)RPUhE4j$iNuD#sp5C<&j*W}v?#z-&9ot?QM)=81|$ELw4;{Y|L3pRO)G zpF&#FeeWUZCjq^0rsPDk0ss}}xI<#i_)MMA13&;%G&w(`j| zCVyWO??Ml!4rC%NLPkIJZ~6vy((7|(SXQA1ybZ1v413etayPSZ8v1h<(7G1SJnCwB zM7iSy8q_=OEx+V7#N8pdTCSXksX2WqB}*0*x%r(CD8`vv7A#w~Fil<&CYnz;V z1qW3B4FCEK&U}AtGVkG@o<{Qg{b&jQA6!$u0HSo>X%z_0{{_iO?za8Kn3orZu>SD7 z{Q_Ic9oD)Ei{W(#e z43qHt3okg$uq5d6?V@mJflWLU_LEGS3x)UH+Up~?fI!3!Q_GkmakTf0l}zr2Z5@f?#&XaT0oIE=K+F ze7bfxY{U2VLp~Jo-n1Pt^HfyF6tvU6k2bey+~d1le=tu@Pt;*p$f}f+wqLa)9fEDc zJNc4I$G+tJL_+}CG5!RE$I%J(w~>E73q=eXWIeO^y$P=p%urCDnf0u?6{*ebNiYah z#5!)#US-K2U9W+Q)yrZKu|>mP`!fyV4^pIig50F}gE3E8!jOS1sACDN6hw(*2-3R( zczK%cjHpK$+3mgn=72THN%EO1y>ON)Sa=G}B+Pq5cT>1iUMn_He-kg1I%o3L8}nxo ztLmT+>B$=^oLIXSn!qNLBg%{*lGDPZS!eSc^TT;$R~)+Dr`zq2@zm8}XWaPJSqAGA zy>YI?QB~7s>)cN^#r5F!_%#sz3>BO>KPvmJ3`e{6RAZ@@jcb(f#j^w1^F(C4=UNky zb*Osg%5=jO?&HB3?i_ddenBJi&U%UR-K`qu(GfdpbMFsjO4Id27?W%sBxR-YmuRg_ zC>tO8{_Sql?vPuBbMHYnl)5Hx)CJats=^?wH`zs`CseB6M8r{etK{1;HOaxh_V|ev z{C->8Gq_8pp=TZuhGDzc!Ck;IlDFO6Hu-0xij&kYu4&`}nW7Hf7MK^?7C`v@eG!aq z6Db9p28?u2MZAZ`L&1Fx%Gv+HH_~5xADF(9+ewBl!GtMv|HC(jI-KdluUhwsLKTW7 ztW|2|K&@%Uz$c{7o6Y`he+&hn)4sF>zZ_4udN26e?%m`XQpGXh)Do5J1|srh2@@s; z+DQc33FNu774Za2sA}|5vTt`Qqd=;KCwYtP<{GQI8}S7;8gxlmog}+$KMuQ=viuFO zt-89<$b|H+x0)T^+oG$eSrkIWV9%Vc9(2*d#$_e_w*lDP+hS#dB{_wEfVbd13@`<3 zxpirpe<%I$@!-YrfA#?Gict``BM<7+@0>kK>m57wyx*`xg^2&Z#yE}j`tk1#Enjtm z+&WYY(0}E1m?lUv$|`Aryyrg;4y@d-2J)XeB2xbN|LdKx!awg0{cZ#}m*(+pGx&qBHaDvqJXijbO+;=)-xpqfBD^&<~A%Wx7HwC|q^&JJG zrKCL-yBxVn)meW5zwjMeD8nb(a*#K7!6AHUWlV%8)oL@m08coa+AycSL^g2Fw*`?z;rlpZ|+`DBCZ_&!nKJFB=;AaxU{% zw^2*rP|R0LbEE3JXY1T2Q@E1fS#j9PWBn*&U=Jb(Bm~!TD9e zTDDWxE$}740ax}$h+djK!;3!Z9q`HT9jO$5TWK6C=u@!BW!Wo;whUXZ_nUVgdfrNC zj3%@1cyvO9;^WYtGYGzTZU(!BAnpc$It{DuNkGBq-ZF~R#|jyi8j8=bMcON>N4i^%&9E(4*;)~kK64pHHg%vmEdIqnvw2#aU6_J1s%N8EDQlEXRQo3;% zz{69eZE}5v=!zPuTjlHvlMkNK!LGZ3I!<6V=>@P=5LPOQr-1Ye8I#}f2T}63kwmwd z2YIOY&hJaNQZN%3|1a(VHU0j)`$Xi~lv^n?#F;FcfO;jGj0PU$j{S!_ z8XJPxIUolWFYSWKKA;}q@p;X14S778lWt}qgEn&eWSj;#=$JIeTs%J=q{)z|@R-pvYI!P&Fk!%9XI@aVwIB)!V7lZyo96cgChCM^P!D zFpSV>xoMKx3@46?Jp)3A`Fs%7g}YUBNFnrIM*D#LrYn`fI_qZyN&VHK?g3SW-|N1O z(3(~iVyi`tccN}L3_LOlrkf%M1>+{lGB5DrG8c*bR|xEvU$8%eS@aY=Nyi?^#vgc& z$<_!(YN|yY?V|hFVJ{7ODDU`})*xW2iJ{aLVJ?Uv^bDKDD9atzs8v5ULLuZ+BQmOJ zMGnalt69PQeA|g}n*ToHQmJ_PGIm04Ht5u5DPHKA#0)7xt2Zt_zhVE^&}6F-%W zq2CtMbeC_4;uqbH(KrXg4&Tl&VAaY!!ZH>CM<^BZ1tWicB7T-Q8Oc{Ds*5cA1$3I_ zrLQ#U@pjI3>aps=nmFMHlFEV9k(dMNrMOb2eNBcT6^{8$rj%HY&$YfeDPdn6y(u2& zVV+2*Qa^gtnJS18Q1HBw+-WG_kIpdMp`BRqe0O}nrm?$PPwo0TNA2*XJ4)0AiX~{| zw-0a4la=hQk!m;M?>OP${+zW>*4HUUxvxIk-GaL{n^XD6bu<=JEBkhDX^InNCrX(} z>2HDhNwE;lZzPEGNN(3?gh&M8&`k`P->yuAhpTPI)(>OzXks5I&eU$MR}!+iSAE-^ z6fywg+(+3$a;%qafqZ|G6gdi&5OY^0J^W;~-%GeJYLI-p>T@6T8M+WGNjWhey-%x% z!Dot1Zymji-dgk{PPp*X^*k8~g7x_t7~K99R0X8OC8twui6c)p#pK6y`GQs}~P zFIL31gMv&Ft7YqNpF-S$-8EPk`jK;3+HuIc$8~X~DCkJ>wgpDnQO+j=R7fdboCG|w z?yGvO5lkoT=AkO-W_!| zY`N*p@zO=W!rsXdXmL${)wIEw>KE7CfB8LXVS(=9%lx11h~^#-RoD1f=^)y6%gLk6rXMF4V~XY;<2#z zTS6Rp>UB2E7CDL0pBR4iL^Pr*&SbO6U zt$HJPTz8mX1qvNaSHQ90d78jr+#%I|97$NyxLJS5)@wc{gZ5umL}1EbKR+_AIXHRt&VE_ReH?~*fW4cX+m$F-yv zNw|T3in{Ps{xIpSUw(>lh&px`I7Mos&u##Zo@EHYL5`vx^3=aA=wmdc+6ov}*3uRnRoWlKDE>+@Z zv@*pxal*a`{q0>#`co4nzuZXyx2nslFwK=sKE>Vodfih*rEhV@cs_HJKuemW-kUsO z)L5Nq{}nuFVHM9F34+}sH#5Q!b$h(V5S zS7v>r$L53gz}Oql+8b8b7v%Imnbv^%{I+-Ld7CxLTd8EKpsEJv-ipRy(-gmZ+L!qR zN$$J;6YM@LvA5Z5Q_fM@{EO8JKu;!Z&RBVj2#a?{nV86qw|4@fz&V#{DYh?(guJ0& z_RapEvQ{=`V{ghdUh24-vfzaGNL$bv%b{n%6r01?kp6~LN^SG6nqC48y3hlz-_FN~ zlsu%B{9DgD>n@*+3~Us3ua*k+IXE~BKJ0Cy=<_5#sc5HCx%9=~gMUGmN%uWzi<7dB z_MF%5k|1$ExyLw_&p1*)X@X8Wx~CIN8|jXJlusS+l=Ctc$VkabZl=c%`8Ay(ZMR56 zmu6VI_Li5Vf{jEG#_J*qq>DRGRi%%2Fsf*IsS1lr5M39JSdWoyFt9}huL5-xFsa@j z^-i3MNTrUQigHAbKeT?sC(l2DZl>MfP09Ukjo2FKQ55J5o?jZs7%Ynq(YmxL{T8$E zcX93Io#^GIpol=nMZapl*Xs)l4k&k#@PUoQ8EFOoOEk2ID{gYV2=z~?Zvuq7v-ok~ zyJ3lqXNhsK0~w*k-)jzC#2)B3n&K!XV$#EqJTHtPgZ8(nlq}PQQ+`j5R`DWWd?;vv zPgW)ky`qbjG8RBgu>QtGn82{Ipbqy3YIMGZenMr2^8W*NK#9MTbZrUjXF-}`50$92 zL?b0yFYy)FczXb^9d0>jvOT~-wEHTtu?T=g>u^&*YeEQZR78l@5wNBRdg1gP3~$~Q z75K~nyT2Xk`_6@VNJQY*OCs}ROLo@ms|EtUUNx8pX#GWU6T0kAlGmMHPtmKT5BCGC z-;=FEo?=1|rAXgWOz6dJH3dY@!`_AeAOV_t7+tTvLy~{T~C;s9N!;TIQI-OXo))%2r1L}_uwrWPx_g{%b>?fX0zz+H8U&3mB#VJBR#%him@2K zXYrOemfiwTFp+=+`LTNeHmeanLhm>E6y9A=4=mH~}#)YBXAh`uQKB!xG{Btmr zkd>9a!}m59zp(v^UM7Yq$H?WdE&1Cr;*eISa zzs+n6zfF=^UJdRK=fSo;`<6 z58x;fzCExH8EeXzX5tK^D$aI?dAu+PO0$bTn(xN@J$auQ&GJPf(ezT>=MKdb*=ajH zK+exy>84_Gft>}}Z;Ea@#dG3nLEVaud*&)=*dajo7teo-4n;Q?w_!l3uJ7tWfve}d z*GPBnC6b%Wc3!t|)@@#wG=UOWRFNeq! zl=Ov1VVrd`^_G$J$uwzQWrWcz`KzNabIlvd;Yln(mx}=Itf$^v+_NUq=Z!X>n2SN8 z$@1e}cfq|n9Vg81rD4SnK$iYgUk=l-N@J!ZeO(5RNZ3cueV=wkaUsdh)mzf1V@o!k zz|xNlK_W$pE;ah#DK(2$ z&!$$6w*TaIJhWq zgdth3u%#f=u6rMmFCE{Sb<$oq-a1p`P*Y=dAB3`7_Y)c>KondmMJh(Ci-&OJyC|u4nHT8E=qD`vrd4ZhM#u$ zdW+L!b9MuKVV{p=x>L6G5&sDfdnG?SAU%<6a(@pGGoOXU5#`Gck3DB=3+nXL+$4k2 zvubr_*tb+ z&UNwG-~MuXE+)ajgNEB1lYaAx`%tF$yI0y_xj;xQ`Q8?x81~sn`g%Y(zqfcP!C9+$ ztLyK8ilb|BVb{=^r`K{uT^I48_PvsdWQPB}Tn>cJ$NOZ9NwU?C%-%J0!%UycKoTW4iDY|g?IU|b z%xYa3=FcI#NQQ1=$Xb*@;Z(>Oy`)W?P(G*7CYMD2T$^>;SeZT4YKHZ5vC~hEcj|p~ zYq7G|4*BdRH+!+kf{;c0da>5E_MO~&O4whqZf_Kr-oI4u+uL=2x3YcV$bC0?*c${U zW_XBmFE;HKKC*qm$O}F2F`U>vX$^kKflWl2gjQ%jT$*LDT`%4KOO9;j$gHu#y<@*q z=X5gFSa#*3NNn!Nys<*NLu;0wPnq=8?;l+-vRJIpej7E*Y>hBt0U_N5**m29V}@B; zkyv8hse1MZOe#z3+vq0v{)03cMwO-Iz9)~FBiS6jLovso_po)q8lNX5?Fxw^_nsbF z3*}QSq@UWe8KjD--r<(DWapith_mhYAxCTSky)oPG;Fvb0ovo^JxjFbm2s_-@oLYW z!PN}O;R&{6rnq{oVmqt&AOH0~{ue&YX}uTy`+xiI|63E}dG38k+R(HcE&9CgHo3DG z&(1ru7SaFxKmYHXA!%lY%9v@DzgbO%d{ZbFh4NMS_y7Da|Mov-r8H%AKwi$-s{``k zJfBPltjDNg7lVAVJ)!W-T11}?s53KEFP~YpZ&p*GT@-{VTpM17SzO?+z$5dcTQlUm4`!CwYtL(*s>|llqmjLE)R#Y*6?r>;{#UvKmy^9A6Ep zy1~4Ye>dp0dkoVcIe2^a!o@P}b(}b)41S zdc`^kjNf$>Z?#v!xCyMCe|E6^J`%G$EkOk~qdm%XwR(+mTd0II_yMIqf3@BMDt@z? z3h}0pE(+l<*Tqec&wD!!3aleX9t%@a99t3-POhASq>8hdAG&-M_oL= zeXMzl=+nnlbCdd=pB0JiukQT{=@*55QRp{?aZwl-1+nrF1+nrNh1JKuRFg%Ro1e2W zVDp3JK7LMZq48rL(naB~)99BX`mKn5DWd0#!d(6C`2nkcdcc^ISBQlxU~+PWeo^Qb zg>

x>PC7kBYa=q)Q37)xvegGfm=vhErH|RFm2xGpwKy?bs|VgF!mRYA0mBkwfW z2F>wrya?jwP+dAdR3rVOaA{0;jhS;I$vOY~z#sV8H^_t>GaD1`5V-Qxf6;4PAzwa|((P$ap%-~-0 z3{nbQ$lv&TSAqQ4Quf*F;dy-;xIk4p{qi84etB|xxI%lx@Ie&9MImqnyoECbq>F-1 zBxBTk=$8cP^h=UQxG02+LgpVgq&Ep`&L53Z`S%m)O-QJ{#<*yVn?~awb)?@k>P4eE zjYU1WFr?E6M|?q80@<02H3F|{*gc$CPp+_eBdwkJ;gMuovCi~{L&aKxMu5BR0U-aW zTT6S>v=)>!NM87?O58QeDd_jZG_gc}TSa;cyBp1|em>#G^1ki%Hj_1oEZVCmu4=zT z*N0V<^!j>a_Dh@(}!=4O5_ym?(4i2LD!6JgG9_LJnP5K(?lq} zl;b(sR={Yk#|wCz$>Qr&qrL0kE|8s*5F}wi1D=`T-7ik3rn8rtB!7#Rt5Mpn?4MeR z!=Qk)k&L2tU$)Ln3cwv6ADRh+F*Zmm+u?r@PYn0mtQAKWW_Az#U8Hjb zWNXNfiRe6?n#g3-Yqo|ARdB8#=*&gR5bNhMFEhni1OZS4srH&N;?4kv?A~@0P6#nA zooui4s^ejVqex{G&ZkUV-c`jp17ORHWvUb#eTHC_8pt(8kw~hCyROgsajW5&utneG zJwn0Y>A$hhYc8K|>kmtgPh$}@xPs*kp*X(>FIFszPbo^&?2ooZ@UvMpONs=fQSsV* z6wM<6zdrvcaaO)Q55<-Zcv|c%s>h|TyG5nPTBIu?L;fD}6Nkl70fWEM(~egF;UA-O z$?Xy^BMR}NK+@&+>GJz)jSB5OmX1-Tu{0{^H-QahnC}KnxjCG-GX%A5){HZPyvi+? z>cqQFy6GgDaGp?#WYq-QUOsZR|%@tsU)d{XV!UZGz`K8KSNOa z4qPz7ll{5q^yjVdeEM%WBn) z(m^~xQ0tyrC&)t;dK#*e?>gnCQ&i_rIV#YZAgkc7mmsf3C0QlB6e?)fQlK)JN>RaI zp4qrntUb5JwC7T@ugcg@(-qxJ#1f|||>RqSZbeifMDsKhq!vs|Ytdwyp zWq6&Vn81o@Dj+K3DnZpEl{A&`%&3Ymc~weSmJ|`nogxyDCO7)h`KcBc9HtSk8tI~u zRO3}R%3dsDMi5mHT?yqR!bKyf#;b6Yon5+?kZB3&QbKYXM-hb-5j6d;6Qr8}m8wh-R6uj8 zq!nd-+MN+uyrJF?sDWyZH=TIbNjDuev;K3a92KZc5LNKkOZ0K;qEc>!6q;ALmZE-Q z|M245H8U=WVrsfIrn6#-S6M7L^38~z3kaW#wVB8BXeUvPOru{l#zkYO#;b6Y9Z7oE z^uJDkjKW1BFokvz;8}|o0gXh87@E#=VgjjDzO^FzA|$8GIyUI$?y-A7K(jYe1Kv|F z8uhBtE*ecWUWK>pxG5s4Eg~*X2~)zjlrUyaw1~ipXew~&V=4qzr$`i^aDsPnj{R!#o(dhf6gO_uywTEbw=2r(;29;G~gKsH47F;w+gzNu{lo8H|cX3Ke zB;Ypw3Gcv|kXw0R^qeI~kJGSV2}{bu>jhKk#G12p(oa|oByLH9E^Da7cc<*fnrh~r z(sy{m5(zqaQ9lf6i4Zz?CRL;4jG!vdY7wIp+jpff3Do}zpf%F<)onUR-DR>+NK|D#t&tJsmP9%^Ma4nR^ zfhdq3-dEofiz3Pf=?jtc@Phc5a^$;C2z-C(YX+Nm7dfH%_e7+>$eQ^i&kV{(>ai+* z=`U)Hg{zPcR`zfqNT19w*`Q2{XDv}c`U}frbfSb#Fwl)(dOOiGTHvAl21dM6#{^pKk2D=OtYcKg=3=D1e8&;_S8=K80{$8^TAfzg=hmP&(PYa%<#TTpHR0CWsH{e^zL-ccu!{P!iMy(_uQ)? z-czA_%*r7lr`3NPP)r=}25nG{X*-d;Xnv~kE09w#0701USVLRI;8FBhYeE$*01q`j#GCi^&N`30L82cB z%nPC)-YTC+FYxr$^1b7B_!IH;+M(1g^9=BlNUxERJf>2!lV8Wnt#U1=SR5)nqW**tIU;`l+xOWDpWXC~! zF8jqU^EYKO3P;`YcUE<=bJFEdt?1o}j^$wR50aWctA{^`Ng=;0VLlup)mdV$qlteE z2B4qR{mpy|Bpk*=`y>55m1Yal)ns4#+jYdi9=ChK)?n z8u;1!D;n-@)x$Bs_b|1$4&8P%I=Om0hF`^HfAMGx7=kuOVAvX<^y;A)g7$QEKn&2C zNW}GoVZe`(oyTARFc=<09HIa`;>ye^d}bM1=&={1!onI(<0+0V%b!pWty^N#7X4K{ zhZcHsP1`f*T1HelEt5I5n8C?_zH{n?T#(t0Q6qd3C`ky#3t1u|uD&aFjp(>lpIh6{ zPhcnN&yOLaP;+C8VRu~nsx17K7v&22oLuoGv%l5#-#*r>=buQMX>RUrCZh`;KT2go?$jiA2SB2@R;L#_67Fi2J>U_~BYx#h6suRN?Q$z=X0eQ{` zn`%w~(m9Ro1d3#t*iP_M%KPIuz5}Pu5@f>3C^&a*nImh$Rb#q>oxmHe^qPvFpGKNr zk~&Fzan6R`L_Ah#+cZ%1#0o_L>LKy%kfdBdwMJ5>#m7`n-+C}XDP9vi1fMJBk7cninWbhwRBiqC3o`KlClq*soo zMvnB-cX^%vif!uh*7EFAAdIRWi4);0t7g^qjpXIODHu0tr~jtZmu1U*Q-u9(`f>T$ zhB2+RkxtvQt$pdLI$bg?tO0!pG1i(OX3Yfglp>s~IC)Kr@)Q>+ zcH$N>J;dq>w+UEUz_wP8w;75yv9?ICY{Pu_swYxr5Io)?j?ko?Qnf??U3WW^ZKwEc z`>VNN&EmW5FXy=9P4FOdHy0L5*e}Y%W`+!bH-`hWcTJ7*nUl*8-Xqrv)NFM&Y$#1o zooejYGHOAb#Qj9m5h!GGtchlh!EM??8v*+*_y{<#OQ^(`W1*gSm$9lxef5Bs;8p`a zSakrFQI1=4B^w0GmS=9B;!dcT9xHmQ_hQCX!^tM!A(>f&H5YZOZ7`O%v%$l%)`7|m zUg7TRQK#qm!zk^hkJV3V`Rrt=cE41mFS-?Nvb!*2C29{ga!p!GXx9+ux+2#s?^;y~ zH+cBd9vW8k62l!m)T8Yo@tG$)g;iPW{5?>5s5X8PL~I21Mt_vVERr$wXUSGhcE4&F zpYjewAY^#LTvt1TBss|NYEPe`?+@G7Fg0ZyTVm7foVXth60uTsw}14e?>wF1lgud9 zpYYss2PIlWdQ2;<)qK~|1#leCl<)hg#T?JG!u}le+lN4dX+#@B1Jd24=AB$#iv2rJ zDe`i^-v+xy1kp;k%`HDeZ*ty0=ckmPV_d80YxFZB6Wp-2xet7IH;hkO!_aIEPkq^N@2SCRfEHW>5ah~gw0mtbE<#H2B_|IHmT+vJ1D#!+1#b; z(9+IOeax!-bRGJJy!~LBVxo}8pE1sT!@mCD(*sASLg%pzZlN1dI5zk1MuZFp-2=1( zE8B?9sa)-dNFNeg<;NxVAT|2CAU3^oiSL+ zhR>NXUe#dO0Jfj7Tn;R1nC}| zbM}a1G5JXR((`;2v0sREK@|c>Dm9I!)yLlO6!o=e43gROUaluf;CMEguRF(R-!}(v zhk=~k-%dch5;vul>q#A!=Dg@o;df-(=|zVQu7W<~H;RxZVvS>q`6)>+|CQ{botfIy zM0yQ1YfmCGbM{($lASbKwM=F?daON}%$YgMoAED9tJ?~jfM}u-?cqEo;O_@^+33J| zi*C})n&V1`Qb?<*)vhTWI)B~}EU9cod%?v?ZqbYrD;7ajBsBM#Q?R`Du$2R;=GMO| zogJFB>k2zFN7HqmGjo)_A@BZ}r2@{KBI&wg4%?Uis@+2#jIyANMfPHZ?J6vH*YfS~ z#=av(JI{YcWPe)=zuJ+IzN?L`d_nRiBvE58ePce;iB*|7VCZ5X=798W`>j~)CHNr& zzsixyR{cdp zR?T_#LMcujfEG+{^4)XHRY;F%0o)_n&hE~L3w3+PNox^@OyVBttsej`Wd0sy6h=j+)qBkhcj00@xm zz23p*vMK{a%)!BE;e`RNy&o5tCAg)HYC4QMe65=!J8 zd66Ecu`->0yji^4Q}obxykkJIV$n8jm1IhR7D#~BozPM<;mb!spA%@h>RIK2Bsf_vwTq;6)B z%oy+HJ-QK$l%thws{2q$FQURWMkjI=1d3iu4)e zW~MJ9un?QoynlHL8iLiFhq)+)m0LSihNy(cTWK-t@>evo8-F%7uG4plgSBOV^ESRO@)ag$C2o8ar5b%?4$yjAm#VTg7@ z98^o5-7;t_lyq%6$tMv7)yR|m5TeZHAt&>nwQ-*B^;)xk6Y0>O{=aR)HXz-ZGv<70f(a3e-(!}usMn7-Xe zpCMSLqo9Bjv$}0NYFoet?dDwNNPjb3saN31Y$Abw=`nv5H@bOqC z{%|F@*=f?;q|++dLYyk@K$G)?+7={-b6rZvkJpg&Niz3QkX1v_ynlVT+VLT`(n|T6 z-bFeqW#)+-iHDz9U9_~2Qz7Y0aBCmwg-l(1sdG>sJ?G6F33 z4>0Kpe$cY#y!$i3G20nkQsgE`J&4t18kXmxz>`ZBsax3mU(^d>jGcqt6Svb z$m*-VZa#hm_ETL{jbxUWvwu4SSc(L8XJ@67^hqz8Pcu~!FtqGp#E?EOd)Z)JB?+Am zzDty9Top`@NZ`CT0wH}G0rP1TC|N?-oTWw5>#EW@d9#F)yBoHoPsGN2-mvi%1%N{H z4q5mj!+)_khb$$W@sZXso zNJJ~f79vIm*9b{p=E}1XMV3Gp-Vpa?QRlx_0?92d?7en6N5extk%o)seDf_YSy{^( ziMK%*f2~%uGm8r~ubF_GtPaq=!c{=t)dkwrR{5dg@Tlhj;@GPf<4JZ;O4Hl*Zf zT=qc#z>o*Bd~-1XQp^l*Z)XTVDT)H(_8Fv4bZCncUu2Q^LpV+|>-UD}U0mM$5xD4) zPZiD?B#$(HhHAQ-p}@?LtAP(B!l^(EM=p{GN@=Xz&ejS1NApocwF}Hgb3sJq&$6=@ z)9NaX@ZDM!<--*W(+F%Jh3wyXuA4@3%L^vAoiRs6o|Q;#0eH`<+vLZskV{ON%chgO zAf2U~AykYLw`_{?tH_v}WiG&{*{@8bPXlo_3$xC54DZ~OdY4XV&bdh_diolzbJvh3 zuk1$)=@Xtgo6!;%o$Ln$>0{OR91nT&%DxYgK5+%J>B6cMY^@T%!KSZ8E|3FCkV*qB zRfRGrW*6#^@e~#(6;M8d9ZH=K*ggshO2VAv?KpLaRBP}dS=1Uh%M++SVqY~lXN3Tw zc@3oJX2!;z7 zPn>D039tQJm8WS6Hb1R^vr7u_%rh%+PE4Tz@Cr!J)4ujmD07s(-RO5C5-zIBn3^Ef z8h?nIG&kZX(v_&H7Q*6`!x{inH~E+jKVmp3&BhE9A1f1vFzWp#%slXYDf`6U;~fw) zyj)?Hb#MPr%5hbb|fQoY?LVBKNiE_FT={K|a z@GEGDUClZ3B_$h~-dELZKT7)R1F%rG=H|Cot=P)$++dX{)cLz0Jx>cyIsIK=M-g@} zAGHM?F}k_EOqBWtw`%8Z2KNN)8?BL;y_KPJmFZ2Zw=z8UnqDppE5$Layc%LjZzLG> zx7*|O+r@i9DNnORYoAzfgkv`n?}a#ET%28C1eEf0bZKW)gm8x8y~;b!3S|s-PPYw0 zsr34GPqq&B!M6R-vZzS5kcM7bCf$z>$-+zmfjZ^V|)J!H^!Z zvos&S1r=n}oLv?=GZ3?#X4&xj1{NSn`RFZ_t(iH$G;zV3cIne*D;^{85^Th~w~8gU zx#%q@<-Eq)_!|P-5LEUg_8u;r@%hN6$KlX-<_Q7ul=49Wg};Xn-ojA~mscOV1uNOR zxJ>jGJX;V?|M-)5DSEZFvJE1-C?6oU7@OK;;$D)(5MpI71n0X$;ujxePyx_M+{vU{ z(E%I!yp2v4HdO2Aw{V1arSg$&RMGPCIrI;J1B4h_|&tzG_Y0Y}$AjlHm+eXeJT}rZwCPeIyX}MC_E! zhXVbS%DMxYSRfp>aX$00K&h%FwE0*dD7{dy&Bg*{`67qMUtyXWE3Ie)G`C~LnQ(L% z?(jA8@j#f&@@@6;KzL`E@dwS2qXG*O6O5|l7ZND)Ixe;73H&aFQmWL_NcJBa`hc)Vss8@4x3^H?_lAh<0_EUmv| z!6FOetChV_vF-SJ*J5F8v(7Yc_-bNMwW1f~_MC$TvVGUmAAp9kV_MnFvWj@lm}bAy z@`e5-cXn!#6N?qjGkn_aaS(sL(m!eUF(Ei&^v6oJ_v$=g^rwA32OZ$doqlVvxZG7v zyqo5Cr=M3j8Nw*z$Ue04k+rhvsJ6TsAha8aY$D$vW5Io z1KHbUU$?UL4&HWl!OmNmv%loX*08K!D}3Kl_Ix?7N44pc{iXUXOO~&dtml-S*BMWP zQs6p9r~!idg>-k#P^CGzh8h44z`rAQ_b%9QnSwJ_cP`kXG)-RpbisxvBYYgYcfrQt z6ps|$>^6v6A=rJrwoc*Ml>X7?V$I0eCW-Q7bVl$QOvn}dvQElxB2DkH%0?<IryjkbpzhbF9u4jC&9?%66-`dj`Quyx34Y(b z*DZ|uP1;jPcFXkNPp?}f;^)D;rJ{Hg6uet1%2|~Qr(Y^!eBfi>y%R4yEM=>3Uc6As zV^!{4jyXzbP>geeq&NTAeF%Mmasi4cdN>B9h0uL8Gd2^q> zU99Ykn@Sc>f=)szV-gd2caOfJ6w{mG=??w-Ho?=Nd*4sk!eJ%v-uJUkOZm$1{7B&q z9j6)Z04mOd*t(q~WE5M}+|UeW6E5u!I*D9!g7{l>55D$GEzipBTx8%D$1#_9bv{*I zc)EK~7Nw`YjWv6K`Z0A6c8rGsJQ?)Vh?`T6$M`lIwD?{H&P+y)AIQ@LW zmf$_CTkmfu(L6HlgGBu0_2DyN1~4@J&Yj&m97@On_IBrb2c^6=ywmqiV(Bol-s=!p z8`vm&W`TBj+Bv&%-@p2n*`t{=0Pd~z{*6E(<>lt3ox^oPaGv4gA z(=iY`H@dXv%-(kJuG76^8IaquFN40{c6v5prHI5r*ZB2- zs1=;&vX43KBGufg4X2cyn7Dr71r1n%xsh1QJiUG_5CZoGtd@6!Ym0A^_SK21P0E%#D7i>5t+$gJyEQO@h7rFinE=6D^&Jx{wEWuwvjx!$a7eS#fol-ZD zzjy@weRVp){6!71b$ifXP~5zXHT}df!x1{7+x>?{ybyvF%`p_=&hA`F2pY|(pZ~Pr zVHbP1ci6$byB+<0eq9hdl2JkbRsiUG+(6t@L6QfWqrvB~OU(Yi{lPyLz=K8Z1|I&m zM3L?c&yyECcskgj{K*UV5L^$OVINA6?hK8W9d;J9%R96`>Q2_Z`-_D3&6ml3n&HJe zG(@5U3G{X)h6!ax7;~>=IS#!EIP)%yWG~WNHvqj71oc}8-V!PfA2=jL5B!;c4l2=iFxhB2HJ`q0jpnES)@C|^TdX&UMlDp7M{Lw z1oUQ0K!CS*Kdae71E9e0kXKw>-vJ5#G=>~d;$ix2AM^m(BnfVAR6qLe;Su1SbsT&R zLW1m)=zG7oQWYfVUK&v;y-N5D3=1A%<)>7Z!OS46 zz;Y|Br);7$Io4a*MoTDhJ;a-N0w+3rIXYPyU2n!ckvQ=(9e;XHHcni=Yn`l%A@+gp z(P0o=KE1|z&!2!?Yy{a4*L(Ry>*~7z@!JS;yR)(#%v%=8^kc&t z^L!m3OQPyc#maUtBg8Yq_K9Z1q96_e2t~r%o^uc=le|FN+doJcGO~VA;1L;S1CJGo zv-aBFO%ys{GBC2lJphlNFdK}AU}!)pxsB(80f2KhaSw>od@=$72q^0UJi-Sc0EcYv z9#8=94*SH21U;b4SmkaUHL;oCL*{Wp3$XNX0rnvg*i0q>Q8y70h!e$!%=-l(%0TX) zKHe`VnzQDXKM~~E=*SB{40^CBcn{Mji&S$fpYU>QbOh`SS8&)Ad|=^IM5?)ca8dA9 z{F~FA`9+COloh_XDcdpX+|~sY4`05)9cEx2_aTPQ>oC(tx6T0K2=FU}tO!(GUg}Bo zaTocl;IOa7@=_cg@~x=TU&;zM62*Hr<2TZdZX#0hvQQTZ-WNETj_c|wJY zy{b6xPO!s_;@?RDg{>;hsYH1Yb&sJ43s9BrRMHMrHZPv_$y3F}{b7$J#XXf(fe>0x73b)~*;iED=p)>J7IHp? zfh1Nn+~5NSV0{G7$1bpWs)`$Ym?dV|pn1*$J86(7BRBXl%e$3(vjWMds<^?QfSc}N z3Iwg;`!F?C+KwtVPfx%Hl`YyY{itZQ@H7l&>EoLxr7)EhM{nMvKo1yjl6Q|zkmNP@ z&qpUfx~htsFA`7WxSY>N;C)dQH(vyRrujD_ur#TPn=tTTZIwI( z;hrEWZo+^qv-;;AkY1{Wn=c3`AJxCpJ%Eb zdm4F!fhezY-uVavTEeO0#$TLj$Wx0jI;xJF00>uJ7w7Xy1uTmJ*9!M;0?C3CHIF7> z7*Q2B0mN->YMkRQz{d}H7lCBKRGLQ-@BwKdP6cqY%b}+jl`vJ@lmT7NGFhDu8wj6K z6*p&qUAr28P8l3vM8i!Pgfp)r;Q2ZMnmSc+Gp6K?t!CaIs$6R2QNYa@MB}bI(D}qr z<={^r5~?s`%?MX2IVS(x1)qJ@QOjQ&*)+t6{geTdeP>@@6G@m3TSH)YD$V0gxM zU&Vp2FcZCqRx#%BI4l+aMjSRUr7^)*u~mqUn*!6GsXFHzP-eWqOzDv2`PHy?^ePUF zcsX*`a)|OoGcl&}Djt!d{m8xY0pt=FK_nksG{0AY7RLm3-2c*~}an+J$JNZDJWt1#W=PVCJP<+{o_Cqj!$ z$BilCgVzDg45@g!ijLb2#9F(o##&p&o|gx)$wHLZ_2IP1f&xl(h~X8o z{9ZcG-tJ+Q1 zCuU0U&`cdS8xX0vjyk6?5>zu&$L$K>@gB*W9IG0A9%5L8sI1w28WyXXd>&#xgs4nz z2xC61YVvuAkq{yn3Z0R#s>$aera*|wLrj5HEIuhPb01{+HQt<~DrOjX$_%g6cZ`xT z>Q&`c49so^*&E_>?hHZ-p;~Thfb0$PIQNDa6m@eD_LZ)9#lwZ(M2VHzZ*;>1-^3Xj zGD!3d93mvgNMc>{>-I1#1B<#w56{4&0LIyhW`pkx3#rw*_9FFUKmKW_$Y%xNUhUdP460#be z`$lLm!rLShO`XJ)G(7i>g3%8vnlmDabZ1y?tTIBK2BE(JguP_gNUX9z*slx?-xPK% zX;@>?@`#l8IYMiN%bV;1-~rRada$m{Jn;&Mm1bV$6Gn|U0n&R#9#t#pJqe?p=KE5M8Ii3 zqM6|%(v@L&Y@D~mm<>+^qnNhciguiLetAL1$psU#OqarPlsNR?SB~VE^A6oL*-7Z` zRpkiXwUq$uL~pF)0fN&q>37j7b5;x+XO6cq*5`tkkx8FRocW8FVf!4hcDb-=CfFQO zJ5MRqHmatbV*q}YI{1&CK$<^RGy}~ak?!h68wrp2#t{-lD3=TqiG&w~@|9t-P|LtZ zE}qX|LYFImN;LCQB7jFA5Z9X12>z=UM7rycZ8SdO?Mb6>0RKsSo1il-38pvE@Cl^WUCg?(rQIBJi3T~)lV4SaTK`uh6vFrq-qSNev=WrbOOpb8;lkJPdY>F2l={^Lo(cVk)eouN&VRj1b zy>!Cte0s0z%hyAA8WhgQ&z2zU0s1liOqC#k0V5ES$45Y>hkM-&;v#qK8^Z!7NG$Up zR4+1{qZMtugvB{F%$9k8GlNHTXW6wVo{Xg9L>B1d;UjjRF4A4SX5l^r8e#aTUEw*D z96Le#ScHZnnvdBd2)Bbo?E*Tvd_;5IJ|f-q8x}f5fEEVhuIZX%dI)sL;!hmOY%F52 zeOPvYMgwRX$qvTc=@MYFi{ROi<`N>fsJZ!&=SLoSN#}*Cu4tt9fV2h-Hqv_ng|f!N ztP4e5A#+6l-y}EprG+Janug~@ndjW`5|t}g#-GSHbHDSb4n|xLnFd}Y1(3|K2^`XEQxI8q@tD6n0WL?1BT_X&KKQM$M^o> zKi@gcIvEW-z)Y};Nt(O)bRn~Rx+|v`S3eyZ9Y^Zfx|EJqCz0)bI&%_*ztL)dJ2y-? z)mo0a#w4;$#%@{{S5Bt}z;5Q$oeaJ&FLM8q`|die))|f8T%T_pwHB=dml~Xci^sudS!PrV;C?E6s%Bhc)Q!vKqFkh#q9eJCWrM?gh2(bHl(wxY z90yRl)#lw#-53PJ`YMNDY;>VM9~<4yY4y{o0Yg#@r`2T}W5RK+3udcbd&Q{%a}ca9 zhskAIVnPicGtsV7Svh56Eerel5seupo|jj%g452)B-gnEm-BoeY-G5W_#;J)Y9f18 zwv8oBC)a5u*v5m5Iv38Y11BRq9ed*#c_mLK# z@-Z;&nc3H;yBP~jScmS=jj07PYiim1)1Kqqm;*vH=74?Og=`;m&1z|Lkcn@t_ zUD|a@<^~*sxdHFHY-r!R?4ILu1se@qx28+YyfM5tiFOzjx@q0|a>j11S|OOr!oEa6 zX0KqoPJ8Tzxm1SM{6*oH7LTW?Xx3d@tL4qw3%-hwzbwRdrN@lh6H8W2Q;2=z= zi8|`>^=cwp=ciH4mvfz;4h>*(h3Pq4^U+ULp}h9h!t_%u>uPamfE{akFw}B>QM<_Y z;d_`m^>z3@a)ST)^qCCpn6YsEd*4x~XxC|e?~DepAE)`Fw(~SpMYa#$X5E##4&UcF z6W_IUwK#SgI5EcKYGL-Lx~~?820Tya%&hesyDGAkQ?+Ba>U3xXFd$FRsal>Rry#Oj zr^n>9E(C{0fXn;zxvppb!Q%BkUR2xTWsTjb0c@Fd1*=D$a0PoEL8fS*FjhYu8Ua4d z>w;O2?;tLiufxU^?VQ#X%p`|0w}^70wJH><_;~nu=NT*;Kf(=#`bKB`FT5x80x@yDhAZ~Uk^Xm6tW!sXmYj6B79z|*$9-B>E0bo6Lu_{nn zw}Io@D+=#6n@p{v_5-seJyJyQhPV*V41+Nz)!7X`uCZ!sg7cgbof#^3`c0*v0JDQo z2@CowykI<@TzDe`$6=5V;Me2EXK03h>Bxx>`JrWo965>>ZPAWSG(r6n|MoW>7>u=q zELzzD!QGy3hgA!%oBf#J@l#O0jozVk4xZHDJBRl?T{SSY%Hn{i%ho?kD5gOA2zN+o z8Oz7+us{_d`VL2{(ziIV2l=PYaq7j>a{%Ty1ad_0>7{j?7N&2GX;(2m(FV<8ZN@;F z+;pdkp3(!49rHFDLo(r|4 zFIFM#ysA^ycV3ast7qr!2;4H#J514*Bu2eUlhUV2$0$`cN_np}|3)K@rs9X+Gl@qo zuOnwRF~?;btPcirLW&c!AfK9e%7}3MS14SzE?PEnRbn^_A9jO`k z-}qh(Ml!P{Nzh#ME*nrmA<=u>fW-dIFdC1W-;qH4%6ZL^VQ@8v(yDnd)oU6OJrZ#* z(%9eOLJb9Udc9z#Zh(v9YbzhgJTOHKD;%UBvJ?_LjRZ{TZ-&9pNc_^JAN4P; zA&>w$zsgV#WEk8k6Qx=6U;=s{1&JRXTNT0lvUmBATAXWVyuirOg#Xv$WP3*2;$=vp zhdmk#R8UB8K@*~MoNUjy2|QX!KX_0f)I&1to}r@bnuq?uXOK0UN%iua;fX*u)ER3r zax%yX^?A){CWiP4lGClRfi@O7iq>UhGaK1B*KGDJn!AvXV}6v}Qd^V_d_;X=tA`13 z{-q-)K8+78GmViWv~FXR{1`=n`$l0Nls&8G%E*O5)=#vAk;}2KMg@^rEjkOrxWdHl z9dDt6LZWwe29C#@VKk1nzk@Ks^&41Ff4po45hDY`lWaU__X!b+h z*c2mI16m&s^Whm)jxU4+)_cq&sGyMGiH&f0dNT~ec-BEdZMa$}?eWqp;-b5~b{kkt>(7KEHGgMJ((!(;29TC_#84xbib8e{m# z2}=18h6~n*(gG?Oxf?=+c$mGgOu3T6E32vrrX0 zm|{g6;H9p|&%=z0w0b-VWW(~-6gR>HH$w%51P4GMN^ge205^jYE$iDUsrmSdwlBb{ zc}T{EHf!|~sa_XQ-#|Q=vPf6;45rGXlp2Gy7s#iWDjsm*r&MR8^*C&tNUKMnM)?$k zoNm<{yn67*6)oOH(RWcrv zoZ&IP^MuCHj);Z@LP3VKBR;W-(h>f81C3Fl6>Sfa_`Z6EG;H{!bc8>9p&F85P9%DA z*F2mjEC3w=0%;Utrp$s{G(0wWRp`Ol5y|j>D0Gr`#HS$SbQ$)V=&&P0(c(>7b+An; zN^~+jJbG0Ak>TJ)gga%uNS1sOkSMN`wkO+Ckk4iGN~fb2rxKm2s{&@GRsqk#!1|Lr zcm!mo76O!2*9*od#h^P?d12KC6&s_97}U_n$EQdkp$!tES`Q2J8E*_nB*b|J4`hgH zNQR@6FwkA|V1k|}zSriBnOeBPQ*F0JjwllFJ>^OWbkyyjKYCi=br`t^KbS5K1XkA8W z)xnHX1Z^f_lo&H_7v!H%VEiMkNL@fwvwt5>BeOL8m=zA_8iA zqAdmaTt@G8T#ObHQ71ist^AL@L3t(a`(_4aWC6kkprr z!DsZS>xVz>j&Es zIo(FLUPiZx)~zEN=?FnUmwm(U$3r=@hGQ3oQraGbwOB%}@;0g15PHPOM*?yIV+L5Q zJWRuAn%{aKtTw(M5&Xg1Gf)j=7%~g+-!%`X)k1*2Wl!;@yrHO(!!w^0cKiB2E>9Yfe z1TL0@v85`sr*=fMYrI1#pam2Z6f_K&ie!H{m?)+X9oWGGsfv8{A$vo2ZBR#Ybe z}ahNaRiatg3fq7Q^cHIQNS zd}@bqA`MUVB)lGZSkdf=p`gav5!v!biW7`>M79Vr(h+_VK?8*ZH;Dv7<|X0_?SqSh zjtJzPt4Gbyy>o?0yft@n^IgiqNi-Tcd__Tn9-erpW<`Y7jwqIuv%ZtO*n*JLW!P(` z!;TC^i#KWTCKW-x9-a|MKzlxtO-{OF)7pE8l2gDoC$Z*X5 zsa42!F+lzcnCqOWjX;Cfyf@ZnaJg%GXX^Q7#PuCPqJD3vNec;XZ-7!gP#DY}kQ6j1 z`1i{?8x-98C6so}L;fI4A-fn!c7P6gtZ2u~)fG$^4cP&Rs8hUFA(JWqJzZxOsY05I zr4z{Yx}#rPH@NEceN}0nf{@dt!;hyE11T&Y*?#SYM7jZp>%d|k-YPB((0G4tgHYTq z=<(5p;Y^JOh^4WX!+M3Nn@Aptx)c%!l0n*-@WCJ%;HV*SAc<95aw~};8m$Pga6aAy zMVBAmFCK8|08$^`jr`eI>Z3n~=Jg1FJ^jlO#wcBo2-~!j5S+ujghftx@02VemUI9K z$bbtDGIQY=P)aNIKJ*Whu)Nax?1ZHJ*O$Xbci^TmQF+G^+<~wyt1` z(QMs@xb8FPE~(q!FU(t&%_xY&s%xt9H^(Ot5{Nos)Z&v2KSIq1Qb)3YZD^{`4U(Gs zncItLC()_i#DS6ogCjCbJE_~>udhFdD0IPjJD%_(WGmY26?Gxn9lq~Ks|Pf%K?=tK zK|J4iQ-^PAEpe*wp^I$jiY_=dd4#>1O&%!K#lkq6;m@e$@bqkUzD*d5&wL9~!fg-& z8H6|)FNXIT720<^={t`^t$<6HuP?BovUYRUcI5<2;_m%5P7HveED}0ev{G^60I=+FmQ}jaLp%j6CZo9-Q%l=8*YuXqqu7{X{(a zb3~w=fc=Ovkr*g8W^IrmQw2Ub*DJG`n_!>O73$4(HO{#?2xU#JYnvQ~V5Po+!^1$v zp^Iab&BE6tED2E673yhPtI&og zE7~MHb&|Y{@fd2Fdf*O@$6`sM7s4RDP^FOINCu!(r@Lnu#X@mPFZe?kDj~VKQy7$_ z+Bz4aB@dDn>gi>{&?9r&GdjQ)Hu-VJ2!_+A9^f*D>;V%F!Hk!tHs4faCn}dwedwrm zU7|j42`ojj<9N1-(nYH6iH6sxzP7Vrh$v+0#Onm^egaqN=Xe{RGRXL30r5u2m5=HG z)ecB_#_)vf&nDs-BN-C;d|>vBWHA|mxfltcxpZiN+7q; zJAsRoYHK%`HyEW{8s1MHD?MEuq&M6*qsTL5CXkMfL-eZ z5HY9qAn3n|)D04;+uv^uz;vdIkfVShRg^_+^wAT%-v zpn3xd+!)@R3jbalna6PZMBH3wKk2dURppLbgD@;IERbJABAb7dLV_dM4J$+GonTRG z0ZSW0W7S4(F*Jf&n-<(o4CVzU39VgtNQhfd>NYEz{g5_)8^lLPbS1=FvHj0u0fwa~ z{NXsuPA7n04?!4S9DBhWf#KW%G$el;PGXBicD)k#7nTlNqVKr5TA3Y!TK z;=`Cel!|b-D%!#%v&%5HK!#Bul|hY8=WSR}XlCA4X_d?wZ-8uj-ZGBI+V)r_Lr7Rn ztC9tt2C#G>*BNbava$_HrA!o%UZ2v<77d97j6 zO=ay&j5V~jg}`#4)FQDSm>SPhzci#1;+ak9?5DKSkiz5rGFF9*RhD%s>&L_L2#1(9 z%efB%|9^8?9w4Ad%f0a!-8k%v;Yychn6A4j+)Lq=I z-K_=eaSQD?o>T+5P5#oKrl*oYN(ix!^R&~v;dX~GaRafVyvonBOBKUFMYyiU4E<`Hs8VR+`gqhI9d7&^RF`{mZQDhP3Gco-R5QnFVooXrXcDg_L(I&lM|^R0btxd)B-l} z4g7@6PVugE9gn-0>-x^NWet`{bgqP`-?7TyH$tb)}Y`ncRECw4pCf7%^y>Ktw;6y>1aePNcNzDoy>qm^~%%T~7Wbr-F5$OfXKYhQTqCRAf) z=Xr;_R$ZOl&RZAUKXtn&-`^^%)>byZD{)g>Lwp<^s&Z@Zz9_aZ$?P)tBl^KFLXHC+ z-l|Y(tCDbd{}eq}D*}%NDbSrap|;4kAwF8wl>K|Rs@lRNv&%3}rW!MhMd*#7!{=>i zWZr@weXe1@r2`m8=WQdj>JZOXHNyd3dplZXn0VDYBYN&MrEmw;Qt*7TL9-N?8$%{r z#mE*tS(mbuBRkJ^2CcDo>1-+C=Nk5gP#OL5k!`y8I`%Hz4TpN|$NAq7D~?C{A`H?O zUCRm1;3ry>mM$2pUQvT%@DX6j@{a6W2$*P%y|-6ObwAgzub-^%{E^MR7$Tm1F$@QN z?dK_K*uo^UTZ4yhu=3r9aUJ2vMi>WqQ6vZkI1Wo!xuAZi)pbC94oU?i*7G25!u@3` z#pgDq$K$7Tl`e;G%4Mtq8LO-i!-9D0ndW4mgwxnLBtbFnReX3PAu*rl3xl5qs5rzV z69ckB4Hqlh=;V1GJz_GKHNB7r9}%W??;qKQP0wS0iO>6!9A&Z~3j3?I;<7#;;p~kh z^4S~p=#3)6w>M7LBsdXDygT_8CoLybPx9F{OF4X>-(o~~N!Y@z?$ydRxV%(dzgp&I zi2YlLNIS7=2$J*o2%Z)! z?7l%wZuvTS-A4$HQ`^>XIAI~Nz7VcUw$|PNUcb0QyX~-OIl)CCLaVNYa)ufr;v279 z(W8^ix_2wvYy)jsD57Clgx4xy?maFNS613KWP5)Y|FMF6$V zH1cU3YXSK?Cp=!qo@vLW6Y#I&I2M?j;wtIZ?cH~~)5NR1#Msda7(v$ahrY+dbuBA$8efMN_Iwy&K)kIT8^Q#m~U z!{3~>btvdY_A^z4J~ObEBkUx4yc^JuiyyoL5rLABlS{u9OW=O-g9q8V#H9Fs!;bPXmXIzgnY zoaxX_bS9a)(`o9on>{>8`qS20D3-uj938U9(a1_*?A8xxgXM9O)T=0|uy2cO=Cxl2 zG!8aD;D^u0rUNR5Xe8h;JpD4M6P*HSF)z?{m1r^QG4@fA6PHzbD1EiBbXLD2qB9<4mG%qdH$9v1YrBv-;Pm%3YL)}I zN0Yp=3Nk%NR$!6qfo9bj$qHPShz}$=l|LyEjqp1>hDtRszgQU$3i%C}i*)Lo zv}tj4le~6}_NT$jK(b0ArCBAC)o)j7*cC}m;ZG^7aD+F2@{~oUhF@;Miss;oy=P@- z7@K}856js3=cV5aPGPs@WJyaQo8*<%Z?AwWhtEpf&l1h*86+!tosow6tPoj1REFO0 zmD_Bi9Ca|90Hxmh z82sj`oWO(Y_}@HTS)H%Gzu!NsPC(&dMgOkYMfT?J{*VO3aDSZ6y(!gbl2=x!Y-U*j z&Z`ERRcR!vU$>T4Xinu%%S7Y%k!zW2q(42e>i+iKCcu=A&kbP^dsogU18QpBBroi& z-!>;;pFXQ3QkqpFS%G#6@5Cf0ye>11=U4V%8t?^wSapFIf-jH5vrC{3*t>E*cjYv) zNnTm~`W**GpH&|sWm&y9y7S5Q_l@Kk{jR6v_rG&!0|+lsfR_L(xa{-ha{^N!SuI=S zxb^E0?;ZdK12N>XGhLAzIyuwTs^)H@1P^a|%@roaPLDga$z_`;;f5FZg%QVoe*eS` zj~@F=Cl``+uu@)ac7AIj^#{0unb1nLvHU_3=wg;# z%sL@_c0Z*Q*;S&5D^xPQw>288lkesnDg>jrZNkJ(uYxUtIg|uCa zy(xoBjV?P#@?euEfn+UEOO{-t>=f8r>SW zb~r>#79mlI2#LuTl{oxdk*ruty1<6fL1`K@S?zqv^be~eL{$TC-<$8 z2F|>2%W8QYn&lYPSKP10sFTYh@KkwM^BO^u?jgIsf;=zT4)^c1?%d7oAzXY0*vtjN*ZQbRm((=TD5}Q)V~%yfm7S%KoyCX3J4FO3Tm)E&ZWIw~!kLeM6RSO)u_y&iJl&_gpl3DMUrikFG z(a)xAB&2V(UO|c%h0NN4SHnto4zvT_9&Y}^l2+M;3U5e|e&-P0u(W~My%p($D&5n7 zK38ZlRip$6Dl1JD+iRnCnX5roN)o!Zvs^b>ZdIhDLAi;4C(~(j(7a9;96j0zI9b!a z&RwJ&4J*(+6q1&>PQGkPklb|ot+UJgAh?#|^L6QLiHD^vtx=>Tw{+|4pG0;O-`6+? z@y@B4FHaG~&U&Ddf!mOZ-v##ycy~6%jU<`@0FLnmn-vSa-bMkNr`csO z`?E`F6e+pjcK&Sya=j~NL+CeZ6U~TGre``x=(#Dwu$C%Sso%qqriWF$zqvFSH12NJ z#OeB*S)LaZmp)YCn_ix|V>&@lfoq_!|53lWGIUIwN)3XqMO5%A8`yC%IQ?66MNNnqJzyN>|(zqH?*Nihy0TRfAl# z1uyL~GUHarxD_(^RaXSmE+K|6KFGI&vGkt+!w{T6PSg?ah#nJM!l%PjHBwxCZm zuF|y_R|=f9c>A%xF$0&N9PmaY{w9Byw*d~`^!aVzt=b0*T!Axh_V7yL~s9UDf+z0-M58~dmVIDHQ zsrpe^Tw<$!__-8rM}i+tRD!<6c$Fl`hfF2$>naG5dgCfZ``N2hh3OzFm2We6yX}Lk zbiQOklR5ZPJ`Vqpd=?7`sHlkrl8?c9sZ=3aU@Da#K8p|*@KWYy(W@vhH&Yp3l{cN8 zmJ2ZVJ6#v$w#gRwcu|uCBz*TPz)I$BBXxclUDW`BTewQNsdS|YAS%=L-S!uYnb z<50!nb+A$(p?hu>h{8ZsBHwi69hokBNT~Is3VvRvDw&&gDn8V7H>~oZF05ihXnvW> zWebySg*rjIu z@)S`8E`iRnFt{nKqE^(A5EA|dU*YP^i;00-e5z0f@M7Y{umqlP?lrKP$6W_RWzA+P znHn40{VcbC^fWZ)d(d|sHfESXlh2-z!)ywS?X$&nS{J|AmC!hvlI`yj4t~$+`wqDwfTiq@; zHxb0Epwm*6poNt(`0Jqv>}%YiKwgyuS%sd{t6U(cO1M?4hRfqE$a8MR#H&ue1cO4t zt-*k}zv*1OjzqxD*s3uuf=C7RRz|&*QMtiYP&w!WNv(~)(29V(&}upz$bKPusI}k9 z=$b0SUhk2}pIKv$e&mPP*!(i`SKS?Op1YFPnJF&Z_(h zsO=iaMUlEgSGjePH)s(&{;gBe>4_9}rcU>2TvO@x-rBWV?efwt(C3$8`c-Fmc+`z9 z`>|k-gIh)0vKGR@5yys-e2o_1n?CbikHMPE0^2-=vS3~Fc=6Le0YfQHt~y z4GDj1z-hS9gEw}?a6rwUW+xa0oM=Hx1&t&l8CH?f3>y(G5U46aYb?VqQiAydx3)64 z(hw<8ibWyMh!P-~C-dFsf{59B6{Wi<-$jLpW>opFEc(pQgw%y+*RGO&m5iH2n1^`X z^c94-%>1gx^NKe?x(V`4P@G_Sy22}p)(iJ{1W%IO+Evo8l5vxy=PC(){!U4}E*0G2 z`TP|WE^gCSa1xgp9zi18u@Wpr5BFyqiaI+HDmO85T;+Z{ z)8LLffEnTCKxu=Je4+}X^7gRoZqSoPK5_rnSpF+EceS30z z;VF&df7A|e(@7lv(feM4RZX3WQ+Sb`>>vyN14qz${Q8)Zd|8J0{f^_dg5hS_en==I z&|Lsi;PPP6et(fG)$5bRZ>+~>zgeOFqxd;6vZnik6TbgE_O%F27=O#CA|-XM!dk=0 z2!y$dKc^It`a!^Z1|C~jL-9P~j++41d=fc2hAb}~tjd9$wpNwTKmKWEiNfU|2&Ed>Z5wc(p|B4!4E;4!E_&ou!-{sT{p%;*Gd}6d0Q_8z znvm3(c=1Dw`s}b!fj!3o5GuS#E-wdNq`W<``SyT5A~x2Z?v3C}6s~6YE>hYa_+!`3 zGmO`#fF@GbcfWnArgUj)@|ywP2xxk)Vx*^)#%G^@jw_Hb=v4qpRd-O5VfNPeB?{LJ zvq*VUGuaM)A0(O%E~3nL1EAS(^F25>GF|crSIw6tUjixq(R6S4nv~|gh(+^FB$N7@ z7EV^~qMRm{lILdITdc68^hJm2C6jZM)vJ;fxVS#OF>2E8`63nx9g$2*Hdc5ebAPd* zd5g;=8X_~Lm#h6|vi10SEp8iDuTCcFBAX!=kL=ASFKt7l9%-8hg0u!-=304v{bu!9 zWD35ai&}s+bj&4TxDCeRD}CVaQ{T7E0q`BR4Y2JSDj?N0@Pg{qKoLYr^LxC3XXV$f z`8^`#-9r}b!maj)-g0vo#|J1Ec2G{^7Ay}*zSuc(x%rt_!2_o70`R(tJTRg!9a2)i z_|4<{1SyO303#V~6Cik0=lktMq(?5)dVvpDrrRV~=ehGdw#Z3x?*g%+ho6{%SaI^$ zf0xiEizi#_rjh?{V_{JYe!)SOU-!Ir`S!)u9qYA+T> zas_;{_hCK=wy3ZCrtBi0pSH-nTtUSOicsE9GW9kq=_kB~ zDr{yHQugFNaqS!9B}Fl1Oo}&Osqu2ZeOgBq07g-$?HrdaET5@9!`cpZ==`gxAOBT5V$^ec#z9$>13^sx7kI)T|8 zm`LXWm{q@m6-*y*0q~FzwpN@Td0tTn%qWruZrg?Ioj};?>`tFAg49ieEBnL>LO zC7dfFae)>=1@$GyGdWEnU;j04FT?NWsLmBYlKRm8nEbfB2rB3=qi(dsq*MX-t`bvi{U`gUQPfF|sx`F_WqOM1|B zx9Xlm6|?}h;-!RqDIwoV$d?kztpq9vDxf8lO9}N>LcO%1-r7*v@C5#_-lpW6-Y@Ax z)BVGGxF|Gv3MVz~Dxf9ATM6+}Lb{be1w#e2gmft(-%7}rHso6yG94c7L{O&Wn_e&J zP1AkBV+m*(@gYz9Rny%;AB9kbq3MAY5H1C<^rq>5X#wF|i7% zP=%)Het4*pB3`~!@=cGI^rY!-cv4vcUPdL}6;ab&67VueJc5)#V=%)-A!&MG1(ZtxEInxY zUs^!96i_b()LRScr3Lh8P@apeRwdu`en}si&ca8zLK9~iGM@b=7%HG8q)Q3;RzkkC zA>Z0SKipTdt4hA<^^)E+okeAGg(A*CM4{dUO$Dq3nqI^a=~6=EZQu&ytFRq_xGPhd z693-K(~G9Futu(s#4m{`WEId7`mKb1DPi1782pvHRvv=M)06mP@eTN~(S zb=-U}RN`%;Jbh^TU-JCQ6`Hu+QR}M+XbJIFLcElaZY3oCgk0G}xRj7CCFENP`O=1b zYXkjokA87Ksl*@#J3CKrn*NuVOSwW3w?Ash7Xc~ZqA)HBMIJFOB~U?A0WBe1N{F`- z;-wAo)&>$u9&zj~oK|G~Y2;Bhi^OrA2+Q!`Z?fd~rP1U|Ch{ChGLd&}@^Xwv2j?`i!(KPiHH-@#HSae~DKHOGoE*=93KS^GfliqHu6O zyq|`MN%46KG7D{_8dpKP2r%JNB9m8%+{q@Y_aD|oFd)-OJw$kEAai1ojicS#K^~(T z&uB!RE}Ja%ML-NcX957L3w`i_FGLEY4}V{%L>~)4y&fnLP~-wQPp~3TA*ujQhgr6F zW1Fj-F^3E#G9@3As%-J!a^g&PP3hsKm;V~dsRrmd65lW2yTeKc3sd3{?WriTGmA}c zUNpmRi%6a0Luw);@w%N0w!(Kly5!}!dkZhFszD$x;6BL7@xsGP2SqDO7q2sm8OtTR`|qT6uJtS zLj+U6q5LaY&YgfZ<~-|Nq<$AISp~%7vMv?xcu_A(@H$nAhokUKKT0j36 z;bo&4A(DY?x_F(WzPIRD=0~R{+~;P(eJ-|OpWb-#_TOV?z#gcla+;@Bb~a__Up-!Q zdOVE$Bz-I4rXa_se!1N-ra>TXD`%=z+~!X=0in6(LMdE=U-#cMg17Pt2W zl2+sPTG~dP@FNI;qaUAoMg@rJe>mqo0`x@SCZsVCXDkNOmw2`$7+eA40C4sq7}f>6 zZ%8f2GI~R5`9zA&A`I4zvHCSyXvU$88B7^tVZjW}K$wF-e{H&7Gzn4Zy!`sES)y>i zy)Y1I4~@s%dH}egXLK!~2n}%&PXPS_-kf*k^U2vFv7OB%HS!K z*k`@JP)P(_uti&ev81;RS72lDp1{@cj`R?Zf^zWKO?U*V?!uie9#UhT_y0blHvIhQpYnPp`f7E->cp5L(>2S4h zBm|RBrsqT%!#Tt>cENc3Sy~?k2=>7Y{b7L1r9V}_dulbR5EI;a6->6za-90o{Mr+* zVcLdlxN+SwfuC+OpZ{O>emcy;7%-k)i53GfX=6ZgvvYhwKGqrF!K0YGB~G&e2pCF=qMU!HHOl z(z=S;oHY)2JmzcJRps^MrGnG9c)Cso`%n5CX+Rvd$1WPi%I$HFeQ{>;npH-%5^-y~ zFiZgJ0FA=?!XZXi8lu_>IDQTv!TD{|75OYeC3=m=8THtNKN?r#kkBiQ zpr)aDpxYs=V$j+Hs_`IN133f@mahHbvyPphW+!Y>bsJ45;$)Xa4_u&(N;Rh-iIeMFDG0 zx(GN`+l`gN-{aCA|J?+Ak(gES-xH~Mk%JyMo$+j{ujSNVO974NA_;#kr?@dfGa6yo z#+xc z6hau2{HD43+PeDMf(n~VKNCN`|3l;^{yyI#&`ll`G<%+u!40F&G%3Xr1k+ilz^8FECG0FZT&`4H1&XACo(p(RtC0xH>2fs! zlhNJ}9m=0tChmeQ6n0iHQ?6hTag#jrH4OrjPQDscRB6)7rkXh}G1s(tFI8gO`zFVX z5AQxZlkH2)ed8Vk?GndEB26885%kJ(I@{SFJ87GM{y&8M5zgBh#xws=jl!d}yt%$O zYAphJSp;q~n39y2MH1+6I1ZA$RyH;QUJ1ZZQr<2h4UPXFmk*IXs;H%W22yaH8Q4Gk zzVUeyeBx`G@jy3Md!hLUEZ>x%hU3%O3z)`0A`up9^2 zeSk%mctN#2rv8G*h6xy5L=Far-KU_B`)R1tyRWAN<1WBN_i)ZLxKH9(+Qd5l@4QR) zi#h-)IE_$vGbjP0IxW;VrhuwP4Jw={Lb~JM{{B4XZghHbw07}UxZ|c6|9?CR@NqE# z>7^hk8@Y?y?_D(krLrty^CjLp;?u=7FZ#PS&S^O7Q08eBZzD zYsn(=Ll*HmwutAvY^8mvt!4QV6oJ?r;9fl0<0kEsHuVH^;)XMaBX5FkUow386c2iN zXZi2sw=aq}D&-)2d5f81xuTG*#N~xEhMG1a7R9V8_YjyVA7TsHxzj9lneCtRTvQ zDA_wPDw`EN(2F!2hlOfTFy*@d1x+C@3^oe#nmbf1EpNOt)L%t(rIQV)s;E6yI1r2V zWXKWGtrCFu56BRD5eRdcqYB-T#rj&Nzv(_q+|^5D!QGCDX*E zeciiyNw<4fFX?{o>Lq>OyL!h^zxVZ?%DDIS4lu6$P?Xd}L-Zj^Fz8C+IXxb{k12qv z06zepL*H~`a^6WCbhNJw%Ij%O-GW%`EuEe-=QRPt{89bSed$h@#F*)|z;2|8ZSHdq zL)fsD4SlNne$wuyYG)|@e;pUD{e}8wZ0~=`*xn=Vc*k6|@qgZJ3#OC?Hy$GrGsZj% zq*gv_%T6sWHvRc_F`{r*~MQ_tCH?2FG&a0-o1{YV8(4H%cFR z=+F|(5b2`PsCZR~Kp$1;h(#rvuRcv;7@!UPL1kOD^KwRUAo{ zmVV*RyTqg=8&PP9GcpBDX~0&9Er}GVD4G{vHQ1pO%XlFO*&=u{XbeVaau-NM6F@zY z&|UzGfis{`#`gZraph7U1EA;8l6trk43j2>yJQp($RAz4CQesdBuiMVWM?DD=G?Hv z4rj+m3)!0R%rF}hu3NeilnuF6t5BvJL;7hG49ON>F{cB;_p|ql;|O)vPAQ=Nd`H<| zal%oQwEO_V5W2=UN2d>+nDCe|;CusV9dSN^;xgM%C5=Z61#g+*#m`O*U-AAd_9vKQ8$Q2`m4LROxnGcu|`;#TTUHE)=w{Z%=l zoYd1)ZJyUIbTf4!JzwUapw)%$4C9C`Ihtyh^P~pUuYR8Yz$1o!`PiTSvhMF~HZU<{ z%@dH-3;A!FQk|6xs z^eg~tZmVjjKhkbw3M3bE6N7dd=y``B{|rO8|396@MMyO&=?NRhSuxC!B~B{~Mihy_ zbd*abq#)2EXafSP2_-R~Kp@`qne$7;@QYQ*QQHB?UlxT38%WPqTq5}00j`oeb7Vt- zifpKbcf0&2!+SlUeyxT96f4#Q9v0tiVQQQ-&~Y2Ql2sr1H8fd(Tl1t^Udm`sRS@&aG#zi>_&_OV4VyROKWpR zS=4Z!W>k!%`;N};i`M{sGjO6)cH!4} z1u^_u6lHY#IU_aISOz8?{HED0f@T>8D(s>-tt!)E?sQf2qv$iSS&Keqfe3jS z+|sw|cMflqqB(uR&=!RGX;`&)zG{gL04D%Gt#^*_EWJhv#3A){!Jp%7TuSWqrp(8u9n;_jpd56%Pu`elng-H%&(h~G71Z9q` zhFfT+_RyMyV)UAKlEQ1KH`CX0?t5huaZ9?gPl+lC1IwR^efv+XA|r#=PyhaBdpt6QP+lVWq1U> z;F?Pl;5E_b&mAKOWWC)Cr_vU?U#E}*TL{`hP`)7&$IkUUiQKrY1k?Im^;G3075&f| zIKv%fv6l?Dig%fFwuyHge-44Mxo8|nxy3(WY+NlR!Cq{vmGDGpCC5F@ok;iiO2cMr zOs9BzHg<(b&~Ad>1>H!oJ@#O0HmvD4#gx~-9skH@XE6h&v{d_$FFX0)c1wBA57qOm zrX=O2LgVj3(NNV;e~Ln{h#AQlHz)Lq1gqZEbxmPIdrQj;S0T^3WO9jU^K5De%zHy) zi%h61E^6bZ)o0qgEA3gWo-8nZctrjDI5+-(bh-&Mq}^Cfq_Ri)Kzh^!(lf4_Tt<#N zhEwiE-elu{H}UV>9G&+f@8p)5c$&oYD(L-DP@#Vekq;Vy>>Yy>eJ7pz#SnoFP>^-S z;0h2X*%b8Kq-Sg$+wNy9raqj7MmAug^Cx&yoT?{4^a@2vIXMEG|{>2XsOA_`ah zb1h7M{terESfG#VP&KxRWMf;xZ}9J;(#-{ZVFlRAl1&v!!LOmisAKb~O9(!6O5dHnk*6u={g&s{*yt3k`_uM6SLI(A4<_6FZuQB1 zDE)?jV^RUHltP;RmFX&E70rmjoG{h06{sf-ArbtwX_x^J0zQA3X^3ZwbzR)Q0 znQJ2uFFtw^*EmhyrGORS#OQY6WNW0 ze%nfa1Po^_eJNmzW{chavQ&G*K|?ks91oO%|33}6IIALRKCQLzun-weOTo!RHUw74ume@gfZa~be#6*afF0#oE-)~zvb`@5#H1qMGVndahV!~|-ZJcTW1-U4~G3NOBy3TvE+@m&R5!a5RV&R^h)+2-&b}PD#*KW zoiE3U`AQcWV#UCLs?zE3_I8fMaG@leZV$fP$_yRpQS78w@HkSC&Vx78!wZNby#Q3F z7vM$n#$~WLA}|r{EIo#=j59u4}*~UgE zAwqGsFdo@QW09n&UK5c)66jEc;xxY%I?ex3`80nYj(Wwwl>toiA^`?tzvyq033Z@v zO44|&!n1FI^j8=q`B0E)O;aezXxF^%aJ((`}@A&tq2TY-0pVr-#Hft>NG+>m-=o4|H zuHRjP$R_?h4jqrS8R!S7;PFH^sbLBR7xXOz*c*sTk;MlpWE~%!!!se5}fr$ks6j}`G$V(<_Vy;M?WqWNPT1-VEPo2h82NCYjr*B z2qstJybdm9oH8gqOG@igRAx3OOy(n^W$Qd96T>N^I4J6nEb5d41TCq#=V-#KH^aaVX*_xqP&YT z#?b}?UZh!`rqSN?I=3%=(Qf7B?6`-aksBe<7&vak`E=2y<3yC5b+U%jxR{@uRiE~w zjJ;h*IuTI|Zix1vq~-Z(l{)l6@3{Zi#7 zYr>zJ0OYBNTU>^wVXg8HX z`>_{uYcrA|c^`2UUXwCt_pL05lz>en*RB$2%CVpM^nP>=NMdk^0WqLv;&(2&NNBe#&UGLX&R4*dKMBUe09>x1Y%CzdLXG z(HvlhQ_|oy6TAar?1xT{FgDE8Hw!vxNhz6OPCr0Jwls50)Sb=D47XA5o4YQ%`bZRq zZHKed&EyRA=tJcr80z!xd}=tiVDj{oA#)fE?Ri7G>re?Sl(;IHmSpnD71Vrjl}>Hj zs8Y=siYbS?p;8i%1rcEEu>7PiE=xon6FQpGZhb>xo`;|Njx_yv^rv+Sz0dxz;0D2G zZY*Ms76D||1AMU?d4rmWbihFLGJMP&FW@+L$zw3Ih(RXcevYj6Nq90cc~Lri1-`(S#ekQy8XehEPcoCvRQ0V=$R7}AM= zAw38g!hsg%$cp?ZjuFxWnRvuJ6Z{9QlNW`*Zw~`4W{@F1dc=_FcTHplHjK_C6e!J8 zm0>PcF_okx%CN@8@Z580*#qgCOAOk4W_ttA)qyI6~ zG79r9kO+;wL{|(@RAWN-M{_+qck*wfpG&$;T*!RX!^Lp6>)haNaytYS<;K1+VJLCu zg$qNjH1(~jZFm<*e*M_GHbn)QWHFOSk%&t-u%RJooNRF00?7m|jpMQ+kXe}u+<(n9 zERCPqFp$yWKvKqb6Os_fvvrUZo`iI-LeLhfM@E%Ho8s{rW-}`Z;*^WRj2@rcJmo@$ zm@r@<(;?_WLAuQrQ!WIS;>dwzrk&9 zEI)ME)gdW)rDbk)SYW)-7#D%2Z~_LbDK+^Fo7Kd=-lP^UlEVe!ZrXsYp{1drpmUFd zwlI5DfV6J(-{|=bG(|<&k}YAYDyDdGv_-Bj6MJ=0CYNtbn8{zHLA*S%hiABlw}tZ2 znn3dTyz`=%IWp83aGaQY6kK-{Rq_*&Z>V?O!hksBankgiFh z(l?1C-@_7+l|OJ}X3V@5K_^c0>pTQrbn65{6#02T^HD>b3tE1P&y?{*yA<3izmo`LUbQ2A-gY; zjhE|Za}+5qQfnz_9q2+bi&h}_W{nS3rj}XV=~?w(O4RAxjiWA?@>+*?6Ue%J;LDow zDK8gkwpY=D+<;g?nfi>Sj5YJ4oQgb(erR8n_nw{y?(6~&fc6r@< z!wUDPzG#WMzM8m2B`#5Mo~uQ#Ek9HhJGma7+mT~-j>!4ya%;r)pJ1AjDWk&*NUMtV zGpllC#D3_onj74c{;VE~V1`O^b-?N$yY7o=f41AT5JX8C^o&i;l@6MmYZI=_T$>E+ z{jvH`sxna;#|u+#m1`Ytwl;*c6MA=vjWA(cuC9lUGNz!eA!(m&fyANBnBvfefr#?} zQ<*r&9CTmFnCua|ck-)L5FY`i`R@zqG4hWoGVTgshyn~&5uUPLIm+TVyF`y}w;Bg` zJwUxJB0(qAATdlA3{x>|22PYa1WW;40iv303u8rnpM9Fft552kUH zNc=y`-_KheZ0Om<0E@|N7t=H1s&arS9AGL3n92dBa)7BEU@8Zg!U3o~V`!#_bYCX= z2*y#PKhK|%-z0&i@|^`Tc#2UIg*Cq&0Ip~VhRF;W{?zys0qI>RaHV-1dZ%$m)gNfi z4=^&UssJHr-eq`h#FghT|9Y!3zZO3}{K#2&H#|1^QPu}ocm;iYQ3_+BI9y}N7htU5 z;~a`*3YLhjTto&T0d%FrmHHS_6fzX@Aq!+IDXmLHl+)h!yRx?T=)={$gA?dxj^>TI{DP%#{T=? z-xV)h?OyGxb@{eI#CgF00$&t9phnO~h*=vK0y<|-qTmaA3oAV~K)Sk6-sSs(t`;9M zVt@dO0;&SG)UGU!@HVYuMj9j=wsb_dp@u7iEscz443wof99uOKq=`5YbqbE9IQsk& z;Uf%1jp2%6DL|PU_s@T_e81PLkX@x5y1^@I&l^v;gOeC;;2f@ddoJEydsSEWl)UxL z1V@gqss`_v{!LUSk(0z zs;+kvNZzy(h$%&RVS=H&lkEBpFP3$Dx3}1KMf^r|06#}A#Sm`x zswbZ<{2|>6i7`kZzfm+LlS`)E6w~gS$yGbVja>mnKv5wu?gmTfG4MXc_)Os$393_= zzJ18;ZdS)QgDvSe&2i3c{AoCaC}HkO%T%&HE+vrNB+`YNr}Xu1NFYZeq8NMX9B+50 zNk##|FXWjP?=w^M@s}_bADVcooqwk~zk%oFXZafVisl3CN};rn981DoRXo@&gLiBW z_)!(m6krN)sa;y!m9Xv#7)O@VP^6G0^~)M_RWYti_VoY|G(rIN0^Tfoxc~RX;en7G ziD79LSXjuXTBn!{2)bd~olAuk$g!XIL65%zgk;$mBh#l_a`g}gmacdv4J_uD1o4KF6l z2&CK}?(9Jy?3#o}kEoP~IvTvfu~L+=iUTSH&M0A6jGC)-8gz<^=pIag-h)m{4D{Oz z;E+=>+F9+AX>Kj=L9TGK{^+?cf(lVN@YE{q&IqO)U6{$LVv3}ZXk4FMp*glxJ+>%l zN!z5=y-BNwNhT#OLt#^id~8uvR}PXxhsq-{C6jBWA($fcv0yS;)JO@boU}Y;x<;b< zk+v6h$5wCXarvF-9r(H?2ED$uuVvV^Tf2CkTYiTOi9r(hsoTW=`}6l}5U!Cvv2reo z&cZwg!p+f&E;WDYxm)+#Eqm_PJ(nN%DLtl5uq91U#>GVrMJa_2gUNifroRkhqRn}5!7axdL;(=^hh%1)UC{FX}Wbu1_t_*WgdOxM_lV;agdVfkk?oLiVXK(qSx10~A z-J9L{y=|%A0T2OHGmZXD+(f>0t3(}9)1|A01gnO|Vf6i8hICOzo zPSC-za3&SI-EgM;ecV=VuVQ;#l-Eyr8-)w2lSVg`AJ3ThGR*2# znSOR43qQ>i<;(qpBGTKjy}6t~7As24*?=r^2~zGY;FB~POEaaKwx!V zc+Tb49jgBHzxA;E9PjPkKzu$u$$*<56%KoQ+z>#9&o@i}Ljm&w-nX1*+w#)~{+bLh z`vgoC;xP{Fb7sQMo1Dp!RQ_0lry-NbF?&EUnUB$U!m)4UnFVcCwwL9n_aWJfP@P#0 zDM3wB3=aapk}OjqTOr>TQ$AM}bwOV& z2EF#AU<9&p^_lP}Ge`QECW;%0GFU}KX5?`$qJz{1J$N#GJoIbI5Knn1if7nFbVvDd zsh;S@f6s(b6$7As0~oVPK@S(lqY+HjC6h};+h9{N=`v-^Oc~x=LWXVA-o_E*No_iA zW)m-wB$HMZA(B|$kTpJaVKcI(45%t0ZTgn>ZPo7aB0-3YHwn}jR#mmeF(*2|)h$^( zdLG<(_Qb9Yh0~8*1bC||OK)||1%vdaG{l=!6jTM>l^|hiy!IeTrzwb`HU&(URC*3+ zkdrJ1y3$3Bm(HQLkUp6n)mJ))TNHpPpesPwWL$=<*n*E@OaV(s@{8eJXD`m|-50&= z0&2X}>Wf|(RY7lpZb^s7O7!P|P%WBW9m@!D2>eDr?Emh}5F z>OKIRp)g(i-wG=T4;4UDfGNO*Znibr3i znG8k;ctVK{v^O1Xa*X4kg9>3&=ZZ}aCm@C^)I3BJwWo<7%$+FnDPsc^Y414>#)TxXiKF7wWZ?OFO?2dA)AGTE0~DUW(%Hdh9j_!48bjsb|c?s z0W=KHuP!1i2q1S=)mtOX2wY{9@3Gmc7`QuZw#HH?Kfb~Dp`w#im7r1FaC?N|>m_lC zEM{pUv0~7Tl5Q$dswkPg4Uvf91}`UPhV{b1jDgr%+>k8(4G?z4hZ6FiaAH3ffJwdz zC4|IPbVg!yV2Rez-)6ZA*8%kyt0pox;`=du za`BdEy%;hDP!-?|jJMJ+x}l#Lx5SWjG)#F_%mD>5g|#sW6oBjipIHxC9CJe!wW{o^ zMJiF<;M1p;$lQkE$rqBN*TblC{@if@f`uXmY5#On3hLe_lH)Gt;Eo7?kA6$h+1pc0 zSk$p}M|yNWsDO;FIcNjQ1%0xW%h1ZznOvES&5`josr@Gkj}C$4!DQiFb7Minuh|(Z z|9@V-^xkU5)AhKj>>TxbI0cX#sw*+jHA_zbJ}02q+acd~;!sNV99MCt1Y(8jC@(y_ zI2u#3wnVBD))|Pqc~tbg3yln;V4ZYnlNX5y9eIJ+#VtG`tE-xyPi;X)67o%ZJm(j6 zE&c#)0j#2cs(>X5VY^~8#SK0dwe4pyo+~WdRnX7x&UD`gqzc^V2yq*5a14RHQGSHq zKPkx_(hx*?f?xBGJ1cnr1CkRYgJGiJg!aAS_X8OuEl8FDNehIU=^A>HEf{7$XQq>V zf+2fUZOT6VmKBqVGz`Y|nCFz9L)bc2W3Du)tbgx8Vc}+{&3?0ZlmBRT|__`F0sft^)N^rS_9vML^EIBLj^I z9#<}7FVl^9N2@dM19#|%v58OCM$%#U!M}gJ80oYAq`&b2aSEG*7^SElg1#O>l%<3i zvbPa^DT}rOJ|6%Ponc%ikfm)YEi%*d z40l$=bVhYCIbCes={vYu_adcv)lkzl)VaFbR25`W&q-C}GT`cv+bcp<+tLVa9@Wsh zJfU~jJITevjvgG1-;ap&j9n_@{T&AH#(F%=rhk6p~pH*J{SP<-E9qp@-o zz$qBcyHm4a0IaTh7Fjh!;l^nLm$E$+AE5PnYatQ8_Z5;}{T>wk)l%-Ag+zY7 zi;kTI)G}Sr7jK=!WQ7=FKLP3XZL8nwltel>VsZ>{#Q-Mw95Q_G|6I?<-^zu3gu?-G z!yi%L*$03P25zO;VtASs`a=M)!5}K}ZP#D0!|*g9rSihIjU5J|W<0Gv?o9-#g&ie! z7aohty}xj(rQG`qq9&_Q(u$xv_m7xeA%j=0D|;C(z`HOuHWoyWjv43XQ6nJgB1x~X zr8cYBQUiuu8Z*NZKrC}n(!LnpDJ9(^dCCiO8Mu)eb1VGRh}{+XGmG#q{wi%;6yPUm z!Wv zX&(XgwzR+@x#Del<8_%!D`wFKE-7z|s>mk+Yx!B0;1zqdLtCq&{0y{lrFq(Lwej#M?q6+FqCACO*IpR z&b!;huo^Q&a5M&5MM*KZ{bYDU6#Ca#4MP;VQnCbK-!=6Igb+*!qUxc+(Ff~Larlg5 zpu|{Xg)_A$aI?H0D?p^4{2nM1wv@NDyrCi2kSvsa7pmXB%sd%$kCBM`$0lUlKVbs5 zgleI#1m$OfwP#pLE8L$1PkuyDQGP@OqS`dS6ry$BHlR^M^85yp)e!wunK!k(C7IsR zUat+T(rnKUKpog9E_r_h-64{vj>$S?OxBs`wdL7LVpv~QLtR65AV7v@T8hb}ef1GX z5nVA^c1CBNA~KSA57nlGUdz}$1=1y=ZLlhtwqiO_SSLs6kd0^3z7vIX>L{cW1DVHh zQatK{kLHe+x`S=agzisfXS%-(RQ|Sc&Vh6j3bNqDu-e7&_J7)esi(LQ_^5Z;N?kTm zS8dc~6Lk(X|7oE;Fx32hq(Kw0tT@vxIQq27vZCK3{n342Vlq`N5tT_HLsY&^2E4Mp z=~Z1U%-7e#6jfPab;(&!g(vYD^_tS==IFY3LVG0LW9wE(j$nvn6m76;RaunRFdC)l zwSJePPPFW$<{ko3rEG60#XLemT|<@IAj4G>a3X9k9bud7K9Rf^Kd}S4i#9t!x0i~O zz4#sa50UBS_mUB}5ph{DHoyVjqaKp=S?o{fN3n;! zc)g1B*ufUP{s;ZtP8j?&e>}*&%fOE@DnH$*gP)2ry|8p+van^d<>jHb`zr-vqT*3Z z72+Ej8S`KM`($gHP}_vsr^@dCdwv@*uIWzrAM}Z7^g1HGF~pGjyUy7gSWp)XQz%&c ze}Cw|Xvfs=Q1nCC)0uwuMP0mcZhS|L>01e^%wR&0Ef$nxKUKxqwCiucJPKNqosH;|tshVAEa+1B_epg>E^mF#GS&%Vb1zg@V6?c2 zi^<3muYP#}aYPx!n@pfzk-_#-8!(B?D~J}!$t0T#GAn$RxItfcXsx5y@v->2u9x^z z0KS2^a5}RWPl`Z%CgTMAqqA>b3m~~sX)`$}>2%iV-~Ip(U`hUXjQj)c%LqWJh@%6+ zVgi^|$ckfHFgF6g1=;VMedY1qc|(t*8gM;^K@PyDUM6J+OaxAkHwDItP?HDfcl5KP z{SHk=9pyt?BFtpaD}+xB`W@jesN+ibfq(w=!J~8By)c#f-31RrzdIpY|7d{4{BjJ4 zhw`Jhv7A%h>jGKZOt&rMG_Hy0p~9kx8loq%BtH#|XL8Hc>6$`ZB2tYhmRXr4`eU*< z#cB=2CPi9K1bAKpFe>Y5mUeg4!*eStiz_<1Y65om)Wr`}>*Kwx-+dMOjn_CW=1sRx zD?4T4i9qoTe45g0#aQvKl3UIL)jNv3V|L9o8Hh;oLP->m?E1_fnLL!F=!{;~s~5#& zT{5{uv<)^T)0RwK+R&FmyhvmzMN=2{^$zN`T^l}>ys1mOWSO=Ux0T_Ugr1RB*ct70 zEjS?(Hd`A~i*h>CP8T8SB_xfAc=W6);?YZa_3PO;>i6hkhMDXS9kvj~|EB;l5`V?1 zG1H5nS3y@6MOb9RrY{N@s3Mvd>2DG4t%-0iK3GYl-{UpXBR*qmIQAyJK?)C`XDheH zLozAIBooAtSuqgsqBw>CmJ+oU#}-y)P6`Ct!185|38F_hb)aV!2vU$qAb=q*>3YF@ zCPa?>B>49jz6z$);J;tu->ovvI+}Dyu0rHEEu%Ls$I~G)G4E8zTB3<;2Lgzt1J-e6 zvI{w;6vVUVhPSG=vbCW}`L4O)VFx<&w?**ExbY4%)7cu^M2@*}Q~3%6FcdHa&hH&3pNe6(52WifW(JaXY!}v*ma(%^}0L;`FS^ENoL!Fx7eb849oi1He4Yfxa z1@=))k-xK0Qk+K*e2ZDh$@fPbT`A9eno#}|6}ZVeZK(gm25$1w12SdqPAYz0hbT?O z4i;*LQsWB?n#n*}%Wn!JYoJTtI7tGT$u*PIGxUgb+4lSu=qs zGi9<+YKhGM$-S!RURuE6zH{b1XXBqq)?c&csi#rf{$%-^?<}Tgdc46W$O&+gD;p{u z!V6LUt0NB*A1Hab<`^P1fkL!-HZ>&8i~LstF)6M~^ZJlg)U|n;QE#ZuAi1=GE^F4M z>3{kV9bpKjF(e`t4XtQaZG#DU*1M{``L_EnyfnoG8?r#x^o z47==jdmr8myO3ud;$OQ^3egX+a2#7nryU~!MAD-LU$a&phM%AL!kQyQ?P{3xh{SJa z@o_YRbVGV>)vJVS0$2htR&8Em9Hv*$mf&^xzK|SaIgoQGcZ%NA9tPUp@``stjvz|R z=3?868C(IvB%6Y+Op0Nf0b@yBnbd_zU6>SOHPS^TxiH98<+-rb-pad^Hg!}n-`ay~ zNUWi6cBTHhG&C@{>Zng5D+FyB_(PQ!}qts^xto@!!@&z`D8a=n8{ zJh4aHx^AWZHpRVxx29608{({O`Sn#-Hh8mddAPit5cpj*&{=d6;EN@>Vi-!remEe+ z3o?vSRnbRL?Ho~FM5T<yrCZI{2|$lNLy3v^ zBj>&dJ_QiYPZ^P8e5zu5ri!By5|lnlIhxZ+NkhI90lF_C$eAJAju^7>xR&_Kf-W>ibSVa2i#qL}0pM+_!Zoz1DTcE}wnhG|Ev|Bx4VRA= z3i3X=y3f|wRvTSgB;DFP4Mc|Q^2p$9>sV~7k1Yz(l})a6=WZBFhxf zz5b>{)J`4Zdz1PP=qnQ168iKc(OW-#Ng>*ZkI{xw5H%*n zDVQir^f$C1PTC|-*U;3^lIFdJ|MY%og1y#3CWR?SX6Xf`f}&@W)Zuo(XX43j_K%bezu}fQCg0RSmrs+=wZ}r$WZV z1B?{84p=t@n5k`!i}cdpg5#ehCns7HKl}k;}e%KM>Bv2K>LhrqU*|0Gg0w zOm{)=Qb8AGE~;9G>_h8(fw8Y7VB(v71M>iQHczkXO{mVzzaeIGq@gy&P?6!Rzd6bP zn)=A6-dKj{jb*3=*&^%#Ths-8t9BEDK9hEuW)St`L2fMCc~a(LPKNZj)QWVW)`Wb! zE zCWPyJtjH_tiuC$a9_$g|-a(tBHTS(LzpYn6Zb`~OrRSR|w(}|nW~kzWDZVH2&RA7f z#;OjzbJynBSUoNkOa^=y*MxUf2zQAHH#IY=sN9016V#0^alUjvZ3{z-Wg1(tvo1mMZKPCRv)O7Pss3r0M zSt589cff8%q=Mp|8&) ze07zTjEfhUt3Y+%*cOqhtcy)np}-dwB2LRtgK9gE++qST)kLpZ*NVTPQE?*2bmbng z+8;j`UK^M)rRjIdV=Y5K1^lTdpjYM56XJGSecKOJ#&NUh%s6x6#Tq0*Q={0ew!SkGIY-rYJH@u8{#%b*8=5GPUwO>-|h7t8rH1k_b$p zKZ~eAA@n~$r5V(eN@5#{Z!g3ykBL2P1md_>08Id&nyR!4=|wO|-F>KXbSV1wjH&&8 zFcI^Zma_|td(2SIV;UxZ>J&HNOh;PI9&kPafm_<6eq+@A6y_qhGj!7VvS80nXk!N^ z(+o?0CLm4ZnQLMk0QqM^(8P`U1TYO@6Vd9#m*jl&N!pNKpEk52(@Zkx_L(n{4R782 zYBWh`;%Q?d6!n#KjMpnLgfra=e|@sioPplpeRnUKFMyz>1no=Ecb~`4^f&;0z8ij} zn_$?AVF}f3D`2vUY&MvKLS)(J{~&k_D|-BH=mux@x_|+J>E|h&$m6}r(o*GfKW}o;zNt` z)oE|y)oE|I8Fm;9f~56^_aK=5Xf_DWhW~e^cyg)p)oB+ojszeI?d4^-_rfa6ipzrn zU?+)PHKxDC==VMuG2~NNwl=oVxVc}4gPpRc)^AzPc4e@%j>A1SZ9W<8Du`O=Z_|{> z7Kjz$iF+eG-`BDv7riDDwQxy%v5xPtlufkz+=0`^b>NSU@TvA zaRV0n(uuiHFz!7|%9snp;DWA9vZ(+z$zDlKj1$!0ROS<|pwJ_o&A^FEP;mC{n|3gB z!nPpDb&f?8K_AH(_kbpZXDSEjuyP^?f^s59f)*Qerewe{zvrkF&bBWO>yZqDCSL2F z2IRzx=#S<>6EFI|E5(z`cE+{EVebXNg+8;ZMMsUM0B*T6yCV8)>!R5eM3TP60hv+I=K6`%l>nq_cWKmQVKJ0orpDOEzO9XMfylLD+1@7j13G`DlrC+% zX#KXQ^3?L}d;J~&M1AZbrJaIh>2rDxw?^r{ay8+7-VE$x6X$t zXE?b>6B=YbV+oEu{)|a9%h+&fKgPBVcdx|Iwg!t|3&q6u2=Y)jCL7w43lR*PfI9Pg zy~XF6{=Si1E84P;Eq3=8s;>N4QV`(&{J-B`OvZR+GL|U33(1Xb?A+A(ncQ$nI6gH` z0kKy5qVS;pHSm^TJvY$rONd`|@ETVvAyJ`y4cHrXG9*GukM%x?xVYqt( zl3hp{g1(vVMbM8m&~?a~PtRc~lN&3JqZ@5t*(>P2Wmbi#aV&)+Y9u?8--e&J{H;uy zMVK_-CU%PEm^@BTEzx1(UWx#^@V)u%V|1N^g;n9#fr@}#$WDD3x;9Dy0d^S=&H#^WN)pvkuL-zWdw zg_w9y31Xb3$5Tp_@@T~bZ-K0Pkm~r^A5}>jk8Zjki*y(Cr&Z>yVGE;XQAW*UE@b8% zPlex5UJ$_xCF~jf@jFU&4=*b1DR=Al$dSN=+g@GqJi#6m^`}exoMOa)l7IJmJW2Yzhm$PDeaY_WMSaudz~erXZU>%fizb_{hUJBT!JN*T+Fhj(h~dQhPzbW>>FzL`U@3#=CN4f zp(oYZ$zicX7Qe+$)CABJUFjNvTEssfq5eAHaKYPrH1mT0)}S1NR-yEk!JrB87wrB6=x(I@AaXTX{QI;+Tr zo)~;a2&%|%E)M}c&Qp*sEIpTsrnpLil8hO~SH-kim9EOyugalWL|_&U%OZlZh>$EI zAPa|M!5Xhv-<7v0D<8lCwSRHkoQfNemF@^sB**z3?%P*PjMna{_UDu0I6;ZL)Aa59 zbUKG?66+Py@5HdIAhO!B=Kk6Q`QaD#Y9fC+mWvrF{=JL8yPz)=%-d=f_!6@M7AyxG^(PDmK#-7NX&cLrtw{hdj^}I*n5Wep*FaacgB(mNucpI z3zDOsx5e)!+QO)DM2_UcizjLL_b&eKg1$&hW?Ke_ug>Jb?R&vh3NDjxG(LI{R>7_jVC%jH;tAnl`U60iutX?K7y~^o zRa6xYOi0_(fJe`DLx_u#S2sA5fi|lPVY#T<6*CVDSvhxR1DZBXR)5a8ktv?0qR~0$ zRt24kXDKy#(})s4R8eQK&BSeNTQsE*HQs85Kx0D1+me{>Ow@|K;(lQqG6_kSjaXz7 zsv25c4G~~W6lyn#m_*p8Z4b#omGI^%UPGh~utld4(Qg+8R;UjEVf>N~q4!u&tm6>y z#gbexL~>g&Dg6}$rCY-P^X4*DMpUW*SaY=99%_qzJI?xvo^9>0P|ZQoVZP@N13fw* z#qHHVn+^zAW8e&Q4jwR(e#SCa1EY(f3>4(h=VE6D1f78d=vx#mLJ%Uu8j3+^-bFC% zD$1}Yd&W!;gV0kS7u%Dkr~A$n7@kU-CIiX)kk|cP2GQeC!9{}%n_q19B-znn=&SD^d?qpBjgJA&wjn4Eg#(!Pc#|FNoO7b;tK7YPrXfH}7(KZQQNvC|&0%J~REfRM{nC?i=E7@%7 zWao)fVx-rKzOXv}J>C(4r&$+`I-jP)J$(Tz0k|r&J>$U7G0ittUMyZ&!>HJSZJ3~U zsylnfhx>?Q%%6gu;cer!+h=WjZ&MPrKdT&G{P@o+C`To%EI7T=9`p)-GCfut1K-s1 z-#h=^nY>VnJ@gI>f&n4pH&tSI(jN4{x-)%FLElV|g$2^9pm#KL4e|G5{(u$4;63#X zH-g_inE^`$sNu)O7OYR8o#LZP#`J;B9r-t*26E{R|K3<%v4$X>-a6Wt3vZ|xXHU&V zJ&EaqY9<%hKz4TQTp16Zij$aOSl01){1w8XV@;0E%{RIb->)9>o%Dx~VIxLB5itb{ z+!!AH5d~+!$S}vl09SkypojuM_jt};=(42Ofn|u9+M(YkCg1gO-IU%6YKC^j@Jrfb z9*1=MR(@Y<6MzdzMKM$b2wS_XkPH=}psDJ&%bNEh#kn@ZT|F!@2mgH`*&Zq2JWMwh^RuMyxgx*mT>@wdh!Yl!Usqm+e&<7HQF*9Y=puTC z-Jm4HL&?f>GuASTL|m1=O)h1=!zt=b4Qq)LBdnR&II+SfwB_#~{5S8?`dZ5{?~-aS zk4pml+P7_0e5+hae`=YdD;BZgA^_=nChdBhjGy8Z`4Wd&hH_+Vm3(VcFsjs8N|Id- z`Tcm3D`hre?Udba2pvn+)l}7+!CwnyL~zM5MGqc-4j>mYl(a4_bK#J&^T zh-S=?YZNQdJ2^@QVq-Z-|ah?XZh&^7-xv03_Z9u($uaf9QdmcJxwLm0a^0>;> zBA}dvJ0A`SmX?z`7ni~WVnvFxt|8NqG$I1lF*4e>xK0yv7ekd~S`wOns#-LK7hGFe zv5Jxx7frdm=CWpOJo4<$A5@ip6?=Ig8~0IU6o*1Ey^c&wTl#Bl8v6DY%46#gy=;D4 z0NKBVELYXjxCP;hq06q6>0J~wG&CjTQ#fQFCLE{_)iYxlr z@+@~*Lq27_W^BY$*nZDfB$FvChVCyz`pRgkEi%3!BY!FG9q$8^_t+OjNk6$}i0)sQ z1z|9GA~_T6i2U`9H?36O0+qG^)ovtb1{~ekAWQ0QN%|9$xn^Iw_>yW`V`@gu2JR}CAK(8Ht)UMTE*YdRZqT4AoIT; zSFM!P2{yFnmq>(SqV@;6YK)vLXu1NFSK=Gy94#{ z3)}Rzmn$Ql5C*dECxmG(XnD#!Pbw5>h1-|mqP`*E(0KAO{8sfntlAXxo>9FlSGx}l7d%ECsEjxDp zVSvuveWaiNF9@VXEg0MPL_cJBJZw1TA~_>=lkmtQ!VMVYakm~xiLZ;nOPk)9Y(k3j z-=C7g=`{V_8~@!|x*Pv}uczsJDN^u_dw zR>r8#e>XuNEQXD*%9xGx7zvC9h>0$l0h>Ne{*Te`;QdLzqxT2-lCzm^553Vy(?v$= zBWXdz{{$)>O9o;T@ZsSZG^F+GvwDWKE}{cc3H#WpD6>eU9%Ru7*;SxHF3Efi!=xu% zmus>9wMFT-EJ{4>BT?J2po zJLH7pSb;Q&m_%F|piJ(Ki=U|{$RRSnWs0It6Vcg$&L^vLwojxhOWg%9nsWE{jsv*a zCYbW{m=xvt@d5Y*S;>2iFgz@Nxahbzxf~CS+5I!f+kq&`TlPMuFKvwL5FYU@@cs#? zMw*Y7JN|2?`a+&%qMv6hJAu5tcF+U?TYRbEBvYOw56&vsv-S{9QoB?mhSKp4bd+!` z8R*QO3%RHG>V7-5-wBG&r}EBEMD)?sXJ>r(^ofW6?9667Ze;2gpxgII1{d|2L42m| zoj$;sePxzuad`@!<2R(owSxui`Vq~4A3y2ut2oFE`LSi(R~O=qAKf-6NRGM9pk%Z4 zkm)880Gse&EoL{aKVJa44x6)A!~fBlDO#@eM4 zF>=^<%XeBM(U4u?-v`D(?qpPuTydHl!my2=sERc{xIIw;9=tWB;Z&fmNxz%aGcU>g0!yx4^<{@dE=0u|I z6p)j}tN@%2;1mHg%W8Mff(2RIB51+F#9ek8>DRqmXsc0WoaU={E~v%FLyPx37S6vH z$sW{H{Z#Tji)HVPJH`+p`;3V&e_fb3nqnZ^qyZ!12~ZIuo&ZTXz6(J^!91sK<)_d^q z`|98%8Tj|fe~$;XgRi79y`y+Xtubs7d9u;^LM)@TJNsMRWOCji7H}4>*2U}c@XH| zdoJzX1QW_nTn@v#eS+n@9TT~uuq1N`dKU$mQh9%C>++AnV1a|E6`iP!nsiG%~{Zi{6T_5ZFm!fa1(7bdlMBdB(+ykqqrtm2yUVCY|!u` za?*_+6B>{3ubaVq9XojI-|o@x4I4D8yVTO(=D3sDbusYxQ(O0qUze77mln7-P7Hlh zd4zxaJ0yj`mLHB9&QmQM`9zOu-y;ki97^8~+cV+8iQdbEo;VL>Ze2+bU!0F$G zJd^u5>8<_e&vVlKWTwYQ0R_d#e;8>0MX*f8;!@aWux4SOkzcVW{hwh`uzUt9!Lko< zk1zcH^{9YRbV@`O@iU40yYe@_<{8;Ooy5j9&Cluou+^`L{$aZzUw=XlfqMe%yZRlw zXC&5m4f3m(J+AdY3cCPX0+>_EdaRy5&p$pxN&xEU>hAO zBe|iBm~Eeb*L_c`1(NYhABbX_KJ7jrtmy~(%p%|!TsB{w145o=m9$p}$69b7)^?i&V_iXrZ6&tXRoRxl8?&D{lA!@=#wQQ35b~$)pk(JTbJvwe) zH9a*k>t%L#sphe*wtWw&r{O=)A8^u{Y`f7}=Oc05r=3EVx3>{LWE#S`#NJi0{1o`} zOW_DrH+Xyr+G)6K!g-jW*5^C=_1lr=_mBZcsi%jOzV7MrGnUPJzdy?hJpJJrkg8ko z?8k%wH%L#3-26W4%>D!yNZF6~@h`uD%^Y!VnJPM5AU&-O=ay;j^b?yx2=88YG1Dy z7{%&1(`Qa`pVmBMLcO#6BKc|0#(A-Sh3)IUZHheaIPmEi5DMs+41s`PS`sH(XC^c5 zpjfDT^l#m8N$=<`_k~1~)t~aM%lrFN!de={6i(#RBKJg=2ZfAB9fiF5Wq(YD`ClJh zO)UCwsp;(*#o@kJsxr9mg-s9#TiBKvF#8Oq4l%R2@AYS}hsvHqmh_!ze!c@X?mbN& zANuubkhy-|Gm4vB=!>!KmW8p|@9Sb%ZR7bWgA>HI zn{a~heC6STF`nfg)peb^9jfw@@pv~OhL!p{??(%~8hB*=e6aF(DeTz^<ehLA4zPNvf-kVu;^c;ur;_P|x+4B--&x_BVmpFS~;_P{e zv**QU&y*504(|tUd}3zN-uUmv8D^B8ks`aykkBkeJQ%Jpk8HVPIF<_XZE6)dUplMQf|p2tE`ry zcx)*iS<*fvVwy=KT3&>q6_EBqS=kZAoq1delO3dQ)!JRMaCWKVSF-6$wy9QBm2p$G z_LMzzHdQy$-DELi4@n3U^d*~26>+Hw8?upyG!+AceX6{RM^)(E64n@tYfk*Q1|TO+c!yGaj_eIt$t6w_};NcqK! z*r=kqi=JQ<*%QlezDC*zTY8vK_6==b)t`O|ZRL*ODh`$`NCHKpc_dK(0(M$<%rL zOJu6HYf9RZ%^>T*q?RIpEoC*)%i_d+2@32B{e?bT|umczLGDit}j%J$jPfWRKi2VM#9Npqp8#+jbi;`#fk^`IUBvZ9Pl_RyR z=T+peFIl9PrTdNS18OCi&Sv^6vSqc&kCN$5q8n7s>6)H1G}BCaFwj#FS+9J1^LV^$ zK3UeKyM349R43W8fvRGuvMb0=T3z;0ykS*8O6Y!k{cq~;- zxrD*9p$HL#8##fbr0Y&ayy`(wE=9Q#HH4@kMGYlt3Q<#vnk;JUn7VN$o`g0-^Kc1- z{B(Y%jzZIcHb*F9X+f2CzioCoapWK6glLIcvckvo;@WX>u2eb?%zOL$P>%G$dl*F8+eZ{5$Ri9x=HKGw&qfi zm=h)B5?Z1i#E74W^toP4G7Zh73frr+p~}LlZR8I$DQbSONV@9%z3V#YhQhSPLseS+ zO{M9MrG!<*vZZBH)_<2>WJv#<+CNo2i*vc)8QR@>xs%A2OtWaHN;jOkfuvVA?YnJC zCTV%Mq9JLynRZ}3T4+T1mNa|HzNLpn<&INo*~)*WY`H22F_R5foAfxvqKdCSW~<0? zLXJkR%3rlVDK)zDsL$e-l|1CfTo0^rDy9dcqWaU6p1fpJ%7&4{SJN|zqIiDOG3BH{ zH;iJLvd;JdLD$=fU2Z2PvK3-d5r1~O-h%9M3$hP&N}Y%_j{8j?axRsStOedXPDEGg z(Bh=sy7jhHWEg&<%N^Q8R1>KcNkW=w3k%vExH{=mI)d8m?L*x?NW|HIE^Y2rnjm(- z64A!-=2+L8V*x2gke#c`Hc&3Q6~|KjYAMIvO2_O9QI#V5hAG6nNksRJ@f&E$29thf zziEFduIu*aL&N?Y&N5RidK6Vvw7O!M%F{Tk{TV$}Lr9yut{geuw4&=;`LtLi^&xH! zMLG3{r%FV+wE}99A0(-NsZz?Xn;h+Gkwcm^Y^%XZ_bF-d(!Ed)X!2Y5n~tm0$g*@j zE2=|(AXGndRn1EoFy&leNcWQyBI$neJEL?|IY2MjEyW>WmxqLXh?pW_u^daJ#|+n# z3O(Ogsx!GPjC71ChYb1g(&L}nBpavk6Ws%c?rQSrJ#$Bp3p=Vqf^?TOS_C+ zFylo_i%nQ8ZVm^sH*$z;iHVp}KgAb4xweFA*O00nF@a4)Yiim)F@p`riiT7pspk&~ zv5&YaYc103p?J1dFF3|h9O6<@mVZh$5@}LeS6-?vaHVTYJ*{g;Ro>mKNJNTjCPx>Z z{RXmlL};=@D(~0|P^xW7N0SX8i=hC?(3HJPvPgrM>VEuEAd`W4_X6cn% zk4~nCLEX)&)Ks-RJ>WKJp1AlPMN+LWWG|CFy~&{Y*o;yoJ0Gc zvR0OT%F)54n~4{{2`MIV(=?H##EF{|fi!7DZ!Vdn4Nba~I&zt&0v#k%*YY%zt_V3A zb~(JO$I1!G;;P5=X`l4$qI;ckVOgtHtEsx*D;~w+vaZeKXK_iVTaw3gNo7qBiP(~m z9K(j|flrPLviFMxZ+?Dc%gK+7`e1mG>g6}aWFOg5m_nv*0qyJF^hhB`O#M|FvXd_9 zy!uOKLo#VadWNW;7)?`e{Q^;KCk}{Gm}*t|Z7?|^%9(go$d(r4NBh$-;^ZO_aomy6 zQcPl3@&grVfdU%rq6XchDDfRj$XQsI!n&*({vRoexM;;Sk|yNITk9Hl!s=qf?lqE|q2ezVni%Vg0NSM;g)XG00*)($O>#~>6F1=&w`Hh53 zetJZlm_($wD&26Y=9X%ftQ*y&O43$7I9z&%bm%7ChMKGuKeM4<4B1KHyS(mFhd zIM%uH4+TtVw5$V{b&W$;07C&=HIDQeWtDhpU;Il}%91RyYjkC=^fH%9s#L;TyeUoA zi`c%*(x^HcvIi=TE#1`>3oc{M&}6ch65&PmL1ecmvX}Ae+JjU*q$rQ7T9X{QMIP52 z2bD0@Zc8cgEn6DWcNSN-^G?l3PviZRgJ`CuDu6e~veKsf5GtT4Sxd5*>>qF|@A#l{ z_NhkmA)8DN0^*{?aV9+sR?}RvZR8ifHT@+t-F;1uAll>FZ^i>XzUCH@aybdvlwD=3 zZog$y=|N=6{@_zLp{zYuuIjp^vaiaowaZaNsmHCoNRlvUE;sr*K)v%V5Ir>nz1{gh zd^@H8Z3?IdpdC7(j}hV7C(!$$Uq$;2v_l1_KfupgT5->olB#}&c?LedI~IrdIt-At z?R>d^W=$ApC-+zV|7CcB&NTmf@_{$qX-c_L!nIfYbUxAP$DM&U+m`4J=|TIEfBUe2?(^5gurBA)`tUi z@5@2A9Wu=dDMY<>djZOeC!wjKrJ*e$FOS`SK*|(GX8lIGO4@f-*|`)>LDGxxpW>Lz2s 234 -> 127 +role 49: 734 -> 237 -> 127 +role 80: 749 -> 243 -> 127 +``` + +Each path has ranks 1 and 5. The new direct path has rank 6. For chart +operators C_A, C_B and C_D, the exact product is + +```math +(C_D C_B^{-1})(C_B C_A^{-1})=C_D C_A^{-1}. +``` + +No scalar operation uses that role between these transports. The chronological +replay checks strict chart containment, and the native verifier checks the +exact signed map and global phase. This identity applies at every positive +tensor width under the retained native implementation assumption. + +The local paid delta is `-3 H1 -3 H5 +3 H6`. Every target stays fixed. +For 00. +``` + +This is a changed physical invoice. It does not add predecessor kappa gains. +The alternative PR5613 inventory has 72 additional H5 paid calls and 72 +additional H5 targets. It has the same signed source moment, but this package +uses only the smaller PR5627 inventory. + +## 4. Complete cost and verification + +The final local word has 25,448 events, 743 independent inputs, 535 helpers, +nine owned roles, eleven owned lifetimes and peak owned occupancy two. +Its paid profile is + +```text +{1:2197, 2:456, 3:494, 4:91, 5:160, 6:21, 7:15}. +``` + +The complete caller retains 18 full forward calls, 15 thin query sites, +3,120 whole idle jobs and 3,328 main targets. Its complete invoice has +66,492 paid calls and 12,958 productive targets. The rank-mass surplus is 760. +Helpers, native normalizers, main adapters, basis operations, COPY/CLEAR, +all owned lifetimes, routes, thin queries and idles are charged. + +A separate dense integer transpose checks all 565,504 matrix entries. +The native check verifies 2,916 distinct maps. The physical caller verifies +all 7,488 contacts, 53,248 central-square columns and complete main phases. +Two rational interval engines check the same complete moment. + +The exact raw crossing lies in +`(0.00310626336369, 0.00310626336370)`. The claim is `0.00310626335`, tested +at `0.003106263355`. The gain over PR5627's claim is `0.00000185789`, +about 0.05985%. This is a small gain. +The raw ceiling is proved only for this fixed invoice on `[0,0.0034]`. +Its headroom above the claim is between `1.369e-11` and `1.370e-11`. +It is not an optimum over constructions. + +The source strictification parameters remain: power 1024, cutoff 17, +target floor 18, tail offset 1/5, reserve 10^-12 and tail decay 39/40. +The compiler checks its finite integer threshold, the preceding integer, +initial range, shifted exits and complement capacity. All 54 strict outer +conditions and four functional conditions pass. The ordinary BIT contract +remains 0.0034. + +The local scalar allowance is 220,208 and the local route allowance is +5,172,000, below the retained 10^7 bound. The complete ordinary-work bound +is 184,647,552, below 10^9. Fewer than 26,000 scalar events and the checked +coefficient bound retain the source growth bound. The paid native rank sum +is 5,986 per local word. No growth or route cost is omitted. + +The huge uniform word and complete rounded multiplier are not materialized. +These are author checks by the same AI-assisted author. Independent scientific +acceptance and a proof-kernel theorem remain absent. Source native, owned +erasure, uniform compiler, precision/tape and analytic recovery assumptions +remain. The package makes no large-gain or global-optimum claim. diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/README.md b/research/p104-a2-cleanup-composition/inputs/pr5644/README.md new file mode 100644 index 0000000000..d21c40e63f --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5644/README.md @@ -0,0 +1,121 @@ +# Conditional kappa 0.00310626335 from three helper cleanups + +This construction raises complete conditional kappa from +**0.00310440546 to 0.00310626335**, a gain of **0.00000185789** +(about **0.05985%**) over +[PR #5627](https://github.com/CrocSwap/integer-mult-bounds/pull/5627). +This is a small gain. The requested large improvement is not established. +The selected frontier is not changed by this package. + +Three exact helper relations remove scalar contacts on main roles 55, 49 +and 80. Each role can then replace an H1+H5 path with H6. The local paid +delta is `-3 H1 -3 H5 +3 H6`. All independent inputs, productive targets +and owned operations stay fixed. The complete caller saves 54 paid calls. + +Read [PROOF.md](PROOF.md), [WITNESS.json](WITNESS.json), +[RESULT.json](RESULT.json), [SOURCES.json](SOURCES.json), and +[VALIDATION.md](VALIDATION.md). The constructor checks every relation before +it emits the new [word](WORD.json.gz). + +| Complete quantity | Value | +| --- | ---: | +| Paid calls | 66,492 | +| Productive targets | 12,958 | +| Rank-mass surplus | 760 | +| Public inputs / helpers per full call | 743 / 535 | +| Owned roles / lifetimes / peak | 9 / 11 / 2 | +| Local events | 25,448 | +| Raw crossing | (0.00310626336369, 0.00310626336370) | +| Tested saving | 0.003106263355 | +| Claimed conditional kappa | 0.00310626335 | + +The complete cost includes helpers, native maps, input/output normalizers, +main adapters, scalar bases, COPY/CLEAR, allocation, routes, thin queries, +whole idles, compiler completion and rounding. Two rational interval engines, +all compiler conditions and all 58 outer conditions pass. The ordinary BIT +contract stays at 0.0034. The fixed-invoice ceiling is the raw crossing above; +it is not a ceiling over constructions. + +## Reproduce + +Use Python 3.12 and its standard library, from the repository root: + +```sh +python3 -B scripts/research_package.py --package research/p104-neutral-helper-cleanup --check-only +python3 -B scripts/research_package.py --package research/p104-neutral-helper-cleanup +``` + +The registered command runs normally and with `-O`. Expected markers are +`PASS_P104_NEUTRAL_HELPER_KAPPA_00310626335` and +`PASS_REGISTERED_RESEARCH_PACKAGE`. Direct replay needs no Git or network: + +```sh +python3 -I -W error -B research/p104-neutral-helper-cleanup/verify.py +python3 -I -W error -B -O research/p104-neutral-helper-cleanup/verify.py +``` + +Normal replay is read-only. `--write` regenerates the word and receipt. +The verifier authenticates the exact source archive and all 36 payload files +before it imports source code. It checks all 565,504 endpoint coefficients, +2,916 signed native maps, the complete physical caller and the full cost. +Controls reject a false cancellation, wrong cut, missing input basis, +missing owned erasure, extra target credit and unpaid query. The native, +controller and pricing checks retain their own controls. + +## Source and credit + +The consumed source is [PR #5627](https://github.com/CrocSwap/integer-mult-bounds/pull/5627) +at `ed4dc88a09a7d201971f6603b8c2074e95dd9c32`: +[source proof](https://github.com/aliromman/integer-mult-bounds/blob/ed4dc88a09a7d201971f6603b8c2074e95dd9c32/research/p104-helper-subspace-splits/PROOF.md), +[source word](https://github.com/aliromman/integer-mult-bounds/blob/ed4dc88a09a7d201971f6603b8c2074e95dd9c32/research/p104-helper-subspace-splits/WORD.json.gz), +and [source notices](https://github.com/aliromman/integer-mult-bounds/blob/ed4dc88a09a7d201971f6603b8c2074e95dd9c32/research/p104-helper-subspace-splits/NOTICE). +Its official self-contained export is retained. Reproduction does not require +a cached unmerged Git object. The exact word, caller and all shared proof +engines are unchanged source inputs. The derived pricing file changes only +the declared claim, comparison and paid count; its byte-level derivation is checked. + +Ali Romman supplied the new three relations with substantial OpenAI Codex +assistance. The same assistant performed the author checks; no subagents or +independent scientific review. The helper-boundary method extends +[PR #5602](https://github.com/CrocSwap/integer-mult-bounds/pull/5602). +The source package supplies the complete composition of +[PR #5601](https://github.com/CrocSwap/integer-mult-bounds/pull/5601), +[PR #5605](https://github.com/CrocSwap/integer-mult-bounds/pull/5605), +[PR #5612](https://github.com/CrocSwap/integer-mult-bounds/pull/5612), +[PR #5606](https://github.com/CrocSwap/integer-mult-bounds/pull/5606) +and [PR #5599](https://github.com/CrocSwap/integer-mult-bounds/pull/5599). +Its notices credit flyingviper's relays, Scratch-net's prepared helper, +Pierre-Loic Doulcet's cascade, Joel Pulikkan, DreamingOfClouds, thu-nmrc, +Gareth Davidson, David Arias, Cinna Davis, Jacob Alan Sussman, zxv and +Cao Yifan, with the earlier geometry, BIT and analytic sources. +All notices remain in the retained export and pricing module. Apache-2.0. + +The discovery first passed on +[PR #5613](https://github.com/CrocSwap/integer-mult-bounds/pull/5613) at +`32f23af8790cc3c435bb1f495d861332b4f000e3`. That source has the same signed +moment but 72 more H5 paid calls and 72 more H5 targets. It is comparison +evidence, not the consumed input. Its counts are not combined with this receipt. + +## Coordination and limits + +The frozen research base is canonical main +`6cf7a683f447b9f1e2333791907fd92be5009a63`, priority revision 7. +The [canonical claim](https://github.com/CrocSwap/integer-mult-bounds/discussions/5125#discussioncomment-19154639) +records the source pins, live overlap checks and released finite screens. +The separate Discussion5600 main-port retirement campaign is excluded. +The final publication checkpoint is recorded in `VALIDATION.md`. + +The five selected assumptions remain: native implementation at all widths, +owned erasure, uniform compiler closure, precision/tape cost and analytic +recovery. The helper endpoint contract also remains. The huge uniform word +and complete rounded multiplier are not materialized. This package does not +claim independent acceptance, a proof-kernel theorem or global optimality. + +## Open next questions + +An independent reviewer can check the three prefix relations and transport +products, then replay the full package. Further coordinated bases may remove +more scalar contacts, but the larger exploratory screens have not produced +a new complete gain. A new construction must first check current claims and +must include every changed target and paid operation. [TASK.json](TASK.json) +records the next bounded question and its blockers. diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/RESULT.json b/research/p104-a2-cleanup-composition/inputs/pr5644/RESULT.json new file mode 100644 index 0000000000..2908bf95db --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5644/RESULT.json @@ -0,0 +1,680 @@ +{ + "authenticated_source_files": 36, + "changes": [ + { + "cancellation": [ + [ + "ADD", + 291, + 293, + "1", + 234 + ], + [ + "SCALE", + 291, + "-1/2", + 234 + ] + ], + "cut": 10627, + "events": 25446, + "frame": 234, + "helper": 291, + "paid": { + "1": 2199, + "2": 456, + "3": 494, + "4": 91, + "5": 162, + "6": 19, + "7": 15 + }, + "preparation": [ + [ + "ADD", + 291, + 39, + "1", + 3 + ], + [ + "ADD", + 291, + 293, + "-1/2", + 3 + ], + [ + "ADD", + 291, + 303, + "1", + 3 + ] + ], + "removed_scalar_events": [ + [ + "SCALE", + 291, + "-1/2", + 234 + ], + [ + "ADD", + 291, + 289, + "1/2", + 234 + ], + [ + "ADD", + 291, + 39, + "1/2", + 234 + ], + [ + "ADD", + 291, + 40, + "1/2", + 234 + ], + [ + "ADD", + 291, + 18, + "-1/2", + 234 + ], + [ + "ADD", + 291, + 55, + "-1", + 234 + ] + ], + "scalar": 220140 + }, + { + "cancellation": [ + [ + "ADD", + 321, + 22, + "-2", + 237 + ], + [ + "ADD", + 321, + 320, + "3/2", + 237 + ], + [ + "ADD", + 321, + 330, + "-2", + 237 + ] + ], + "cut": 11072, + "events": 25446, + "frame": 237, + "helper": 321, + "paid": { + "1": 2198, + "2": 456, + "3": 494, + "4": 91, + "5": 161, + "6": 20, + "7": 15 + }, + "preparation": [ + [ + "ADD", + 321, + 34, + "2", + 3 + ], + [ + "ADD", + 321, + 320, + "2", + 3 + ], + [ + "ADD", + 321, + 330, + "-2", + 3 + ] + ], + "removed_scalar_events": [ + [ + "ADD", + 321, + 320, + "1", + 237 + ], + [ + "ADD", + 321, + 23, + "-1", + 237 + ], + [ + "ADD", + 321, + 22, + "-1", + 237 + ], + [ + "ADD", + 321, + 108, + "1", + 237 + ], + [ + "ADD", + 321, + 49, + "-1", + 237 + ] + ], + "scalar": 220164 + }, + { + "cancellation": [ + [ + "ADD", + 369, + 26, + "-2", + 243 + ], + [ + "ADD", + 369, + 368, + "3/2", + 243 + ], + [ + "ADD", + 369, + 378, + "2", + 243 + ] + ], + "cut": 11718, + "events": 25448, + "frame": 243, + "helper": 369, + "paid": { + "1": 2197, + "2": 456, + "3": 494, + "4": 91, + "5": 160, + "6": 21, + "7": 15 + }, + "preparation": [ + [ + "ADD", + 369, + 3, + "2", + 3 + ], + [ + "ADD", + 369, + 372, + "2", + 3 + ], + [ + "ADD", + 369, + 378, + "2", + 3 + ], + [ + "ADD", + 369, + 382, + "2", + 3 + ], + [ + "ADD", + 369, + 383, + "-2", + 3 + ] + ], + "removed_scalar_events": [ + [ + "ADD", + 369, + 368, + "1", + 243 + ], + [ + "ADD", + 369, + 26, + "-1", + 243 + ], + [ + "ADD", + 369, + 95, + "-1", + 243 + ], + [ + "ADD", + 369, + 8, + "1", + 243 + ], + [ + "ADD", + 369, + 80, + "-1", + 243 + ] + ], + "scalar": 220208 + } + ], + "complete_cost": { + "compiler": { + "H": 80511200000000000, + "N": "2^80511200000000000", + "eta": { + "lower": "0.000000132965805256205580454152", + "upper": "0.000000132965805256205580454153" + }, + "gap": "1/1400000000000", + "integer_test_exponent": 57508, + "logarithm_power": 1024, + "theta": "63/64", + "uniform_saving": "543596087/175000000000", + "word_materialized": false + }, + "full_forward_calls": 18, + "gain": "185789/100000000000", + "kappa": "62125267/20000000000", + "kappa_decimal": ".00310626335", + "margin_at_previous": { + "lower": "0.451550879336614603359787426152", + "upper": "0.451550879336614603359787426153" + }, + "negative_controls": { + "old_BIT": "Rejected by outer inequalities", + "old_cutoff": "Rejected by completion-tail ratio greater than one" + }, + "nonrecursive": { + "fixed_scalar_growth_bound": "At most 2^(16*26000) before native factors; a declared constant, not an attained norm.", + "local_paid_rank_mass": 5986, + "local_routes": 5172000, + "local_scalar": 220208, + "peak_owned_fields": 2, + "raw_budget": 1000000000, + "raw_scalar_upper": 184647552, + "tensor_native_growth_bound": "Each rank-r Gaussian has row l1 norm at most 2^(rf); use local_paid_rank_mass for the whole word." + }, + "ordinary_BIT": { + "admitted": "17/5000", + "after_cover": "69/20000", + "atom": "1/250", + "before_cover": "3459/1000000", + "ordinary_saving": "8590884599/2500000000000", + "prime_rule": "odd q > 2^26*N^5 avoiding all fixed denominators and rank witnesses" + }, + "outer": { + "functional_checks": { + "actual_new_BIT_stock_sublinear": "348599999999253/350000000000000", + "fixed_halo_explicit_metadata_branch": "26950000000001/350000000000", + "new_BIT_row_stock_sublinear_in_active_group": "1395799999997009/1400000000000000", + "new_semantic_group_guard": "3/1400000000000" + }, + "margins": { + "boundary_algebraic_matrix": "6088276171595651231307/1960000000000000000000000", + "fused_gaussian": "6088276171586953693921/1960000000000000000000000", + "global_coordinate_router": "2174384347/700000000000", + "group_bit_router": "3044138086493476846959/980000000000000000000000", + "group_scans": "699999999999/700000000000", + "main_transform": "6088276170195651231307/1960000000000000000000000", + "microbox_face_corrections": "26950000000001/350000000000", + "polynomial_products": "1399999999999/1400000000000", + "sparse_union_movement": "802338276171595651231307/1960000000000000000000000" + }, + "parameters": { + "a": "2174384347/700000000000", + "b": "869753739/280000000000", + "beta": "1399999999997/1400000000000", + "bit_saving": "17/5000", + "cap_xi": "1782338276170195651231307/1960000000000000000000000", + "complex_uniform_saving": "543596087/175000000000", + "d": "1/1400000000000", + "epsilon": "1399999999999/1400000000000", + "kappa": "62125267/20000000000", + "lambda_": "398757494659/400000000000", + "lambda_prime": "1395651231307/1400000000000", + "layout": "1/1400000000000", + "q": "4348768693/1400000000000", + "r0": "1/14000000000000", + "stop": "1/1400000000000", + "tested_saving": "621252671/200000000000" + }, + "strict_checks": { + "actual_bit_above_effective": "205615653/700000000000", + "actual_logarithmic_gamma_guard": "1/1400000000000", + "actual_logarithmic_group_guard": "177661723831904348768693/980000000000000000000000", + "alpha_logarithm_absorption": "1/14000000000000", + "boundary_algebraic_matrix_above_kappa": "5595651231307/1960000000000000000000000", + "cap_above_band": "802338276170195651231307/1960000000000000000000000", + "cap_below_cell": "177661723828404348768693/1960000000000000000000000", + "cap_below_phase_cell_power": "2137661723829804348768693/1960000000000000000000000", + "complex_above_effective": "1/1400000000000", + "complex_below_one_over_32": "7880246261/280000000000", + "complex_endpoint": "1/700000000000", + "epsilon_below_one": "1/1400000000000", + "epsilon_positive": "1399999999999/1400000000000", + "fine_prime_halo_umbrella": "7/2", + "fused_gaussian_above_kappa": "5586953693921/1960000000000000000000000", + "gaussian_above_main": "695651231307/980000000000000000000000", + "global_coordinate_router_above_kappa": "1/350000000000", + "global_gamma_power_slack": "9/14000000000000", + "group_below_dimension": "1/700000000000", + "group_bit_router_above_kappa": "3493476846959/980000000000000000000000", + "group_gauge_power_slack": "177661723831834348768693/980000000000000000000000", + "group_key_fits_record": "1/700000000000", + "group_positive": "1399999999997/1400000000000", + "group_scans_above_kappa": "348912807827/350000000000", + "halo_covers_generic_inverse_radius": "5", + "improvement_over_user_baseline": "687646465400418148631/500000000000000000000000", + "lambda_above_internal": "1/2800000000000", + "lambda_above_sigma": "3/2800000000000", + "lambda_above_tau": "1/2800000000000", + "lambda_prime_above_lambda": "1/2800000000000", + "lambda_prime_above_leaf": "559130246261/392000000000000000000000", + "leaf_saving_above_effective": "279130246261/392000000000000000000000", + "main_transform_above_kappa": "4195651231307/1960000000000000000000000", + "membership_arithmetic_fits_record": "1/1400000000000", + "microbox_face_corrections_above_kappa": "53897825615657/700000000000", + "microbox_halo_volume": "110600000000003/1400000000000", + "new_complex_uniform_saving_above_b": "1/1400000000000", + "new_semantic_guard_with_C1_one": "1/1400000000000", + "polynomial_products_above_kappa": "1395651231309/1400000000000", + "positive_layout_slack": "1/1400000000000", + "q_below_effective": "1/1400000000000", + "q_below_internal": "1/1400000000000", + "q_below_leaf": "559130246261/392000000000000000000000", + "q_positive": "4348768693/1400000000000", + "short_record_fallback": "279130246261/280000000000", + "source_axis_superpolynomial": "1/1400000000000", + "sparse_union_movement_above_kappa": "796250000005595651231307/1960000000000000000000000", + "stop_below_one": "1399999999999/1400000000000", + "stop_positive": "1/1400000000000", + "strassen_integer_power_gap": "1951441519231", + "support_router_span": "3/1400000000000", + "theta_positive_polynomial_power": "2", + "union_header_fits_record": "3/1400000000000", + "union_tag_work_per_visit_fits_record": "3/1400000000000" + } + }, + "paid": { + "1": 41106, + "16": 416, + "2": 8208, + "24": 416, + "3": 8892, + "32": 416, + "4": 1638, + "40": 416, + "48": 416, + "5": 2880, + "56": 416, + "6": 378, + "64": 416, + "7": 270, + "72": 208 + }, + "paid_calls": 66492, + "previous_open_pr5627": "155220273/50000000000", + "productive_fields": 12958, + "query_shears": 15, + "rank_mass_surplus": 760, + "raw_ceiling": { + "derivative_upper": "-185059801945251167500572380988789019128885006440939063323697675/784637716923335095479473677900958302012794430558004314112", + "interval": [ + "0", + "17/5000" + ] + }, + "raw_headroom": [ + "1369/100000000000000", + "137/10000000000000" + ], + "raw_root_interval": [ + "310626336369/100000000000000", + "31062633637/10000000000000" + ], + "relative_gain_percent": "9289450/155220273", + "strictification": { + "alpha": { + "lower": "0.999999999991151995165679182213", + "upper": "0.999999999991151995165679182214" + }, + "cutoff": 17, + "delta": { + "lower": "0.967530914044170735058316873915", + "upper": "0.967530914044170735058316873916" + }, + "floor": 18, + "gamma": { + "lower": "0.968140817783099208114307070153", + "upper": "0.968140817783099208114307070154" + }, + "normalized_paid_upper": "1048576000976562501/1048576001073741824", + "power": 1024, + "reserve": "1/1000000000000", + "tail_block": 128, + "tail_decay": "39/40", + "tail_offset": "1/5", + "tested": "621252671/200000000000" + }, + "targets": { + "1": 36, + "145": 208, + "17": 416, + "2": 72, + "25": 416, + "33": 416, + "4": 1638, + "41": 416, + "49": 416, + "5": 108, + "57": 416, + "65": 416, + "7": 90, + "73": 208, + "8": 288, + "9": 7398 + }, + "whole_idle_jobs": 3120 + }, + "limits": [ + "The five selected framework assumptions and helper-endpoint contract remain.", + "The enormous uniform word and complete rounded multiplier are not materialized.", + "These author checks are not independent scientific review or a proof-kernel theorem.", + "The improvement is small. No large gain or global optimum is established." + ], + "local": { + "endpoint_coefficients": 565504, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "owned_fields": 9, + "owned_lifetimes": 11, + "paid": { + "1": 2197, + "2": 456, + "3": 494, + "4": 91, + "5": 160, + "6": 21, + "7": 15 + }, + "paid_rank_mass": 5986, + "peak_owned_fields": 2, + "public_inputs": 743, + "real_scalar_allowance": 220208 + }, + "local_helper_delta": {}, + "local_paid_delta": { + "1": -3, + "5": -3, + "6": 3 + }, + "native": { + "distinct_maps": 2916, + "helper_normalizers": 1070, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "main_adapters": 208, + "proof": "Every signed Pauli image and exact global phase; frame induction at every positive tensor width", + "recipe_payload_sha256": "92eef26313b53686f5f78c181e8a75549280be0a714dbd069ae2cc2f24bbd820", + "wrong_phase_rejected": true + }, + "negative_controls": { + "extra_target_credit": "Every productive helper has a native target", + "false_cancellation": "Exact prefix relation on every input", + "missing_central_translation": "Rejected by the complete Laurent endpoint", + "missing_input_basis": "All public and owned rows", + "missing_owned_erasure": "All public and owned exits", + "unpaid_query": "Complete field and call counts", + "wrong_cut": "Exact chronological anchor" + }, + "physical_caller": { + "central_square_columns": 53248, + "full_calls": 18, + "main_targets": { + "145": 208, + "17": 416, + "25": 416, + "33": 416, + "41": 416, + "49": 416, + "57": 416, + "65": 416, + "73": 208 + }, + "new_paid_jobs": 0, + "physical_contacts": 7488, + "ports": 104, + "route_payload_sha256": "7f4f0ca768ffbc4f93dcff575592c4c67411f46b4289e45b73f715a2ad47b142", + "tensor_rule": "Factorwise native maps; scalar signs stay outside the tensor power.", + "whole_idle_jobs": { + "16": 416, + "24": 416, + "32": 416, + "40": 416, + "48": 416, + "56": 416, + "64": 416, + "72": 208 + }, + "wrapper_sites": [ + 1, + 3, + 5, + 7, + 9, + 11, + 13, + 15, + 17, + 19, + 21, + 23, + 25, + 27, + 29, + 31 + ] + }, + "separate_columns": { + "arithmetic": "Dense integer rows with binary denominators; reverse chronology", + "coefficients": 565504, + "columns": 752 + }, + "source_commit": "ed4dc88a09a7d201971f6603b8c2074e95dd9c32", + "source_local": { + "endpoint_coefficients": 565504, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "owned_fields": 9, + "owned_lifetimes": 11, + "paid": { + "1": 2200, + "2": 456, + "3": 494, + "4": 91, + "5": 163, + "6": 18, + "7": 15 + }, + "paid_rank_mass": 5986, + "peak_owned_fields": 2, + "public_inputs": 743, + "real_scalar_allowance": 220154 + }, + "status": "PASS_P104_NEUTRAL_HELPER_KAPPA_00310626335" +} diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/SOURCES.json b/research/p104-a2-cleanup-composition/inputs/pr5644/SOURCES.json new file mode 100644 index 0000000000..410fd77bfd --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5644/SOURCES.json @@ -0,0 +1,34 @@ +{ + "base_commit": "6cf7a683f447b9f1e2333791907fd92be5009a63", + "files": [ + { + "git_blob": "f126dd2e2dad2b669e75d1d0d0bd05c600725602", + "path": "docs/research/agent-task-catalog.json", + "sha256": "f7a48bfa2659b88378282a8eee7d9fe52cdf505594124c4d1686b58510fffd72", + "usage": "provenance" + }, + { + "git_blob": "fc3d4ba105e1f097d0d7d051a308281e86ab1446", + "path": "certificates/selected-result.json", + "sha256": "66974efdced4083c00025f97d95d83909a226cdf801edb9301c195c6641f6903", + "usage": "provenance" + }, + { + "git_blob": "bc900f0a1561b17b35492a80d10ae94f790d8378", + "path": "research/p104-neutral-helper-cleanup/inputs/pr5627-source.tar", + "pin": "head:47da58a1446ff744c6a558a16719024375e77e81:research/p104-neutral-helper-cleanup/inputs/pr5627-source.tar", + "sha256": "86c6bb839e14d79175ff8f3ed80b51a02d5c51a04deb0eff7ccea1afbe72923b", + "usage": "input" + } + ], + "schema_version": 1, + "source_export": { + "commit": "ed4dc88a09a7d201971f6603b8c2074e95dd9c32", + "files": 36, + "git_blob": "bc900f0a1561b17b35492a80d10ae94f790d8378", + "local_path": "inputs/pr5627-source.tar", + "package": "research/p104-helper-subspace-splits", + "sha256": "86c6bb839e14d79175ff8f3ed80b51a02d5c51a04deb0eff7ccea1afbe72923b", + "url": "https://github.com/CrocSwap/integer-mult-bounds/pull/5627" + } +} diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/WITNESS.json b/research/p104-a2-cleanup-composition/inputs/pr5644/WITNESS.json new file mode 100644 index 0000000000..8d4f38c5c9 --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5644/WITNESS.json @@ -0,0 +1,80 @@ +[ + { + "anchor": [ + "ADD", + 18, + 291, + "-1/2", + 234 + ], + "cancel": { + "293": "-1" + }, + "cut": 10627, + "frame": 234, + "gain": 0.0, + "helper": 291, + "output": { + "291": "-2", + "293": "-1", + "303": "2", + "39": "2" + }, + "removed": 6, + "reverse": false + }, + { + "anchor": [ + "ADD", + 320, + 321, + "-1", + 237 + ], + "cancel": { + "22": "2", + "320": "-3/2", + "330": "2" + }, + "cut": 11072, + "frame": 237, + "gain": 0.0, + "helper": 321, + "output": { + "320": "-2", + "321": "1", + "330": "2", + "34": "-2" + }, + "removed": 5, + "reverse": false + }, + { + "anchor": [ + "ADD", + 368, + 369, + "-1", + 243 + ], + "cancel": { + "26": "2", + "368": "-3/2", + "378": "-2" + }, + "cut": 11718, + "frame": 243, + "gain": 0.0, + "helper": 369, + "output": { + "3": "-2", + "369": "1", + "372": "-2", + "378": "-2", + "382": "-2", + "383": "2" + }, + "removed": 5, + "reverse": false + } +] diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/WORD.json.gz b/research/p104-a2-cleanup-composition/inputs/pr5644/WORD.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..0bd3cff77581895917206a410b685ce4959e3e3e GIT binary patch literal 107894 zcmZs?1z1~6(=d#d7N=-&EADQ^-Q8V-I}{C4ptwV!xVyVkDDLi*BEf=N&_DP6e9!yI z_2-(*j_sV?J-d5m=Okp&?_vJ=z+sA^_kjjhup}mi9F9Z6oDt-ICtz_-5tt)oB&pW_py5ZZ_q$x5RD|vq43ZyVcWDQ~w=$4e4 zJmJJ4IC@Imm^`5jC8{=aC&*~4vzu;cM3rAY8YeUqA#tFkSp z`5b8-1#Q>m)|J8o_>0+zzZE91pnqvhIIlhW!8lU#0Pk)~N5>9q zsG{m1rNm@KEo0el4AJ*xm;29b!?`r`R8c5-`w!caObHOZ*y$=MG3={IONpdI@tw`yut%M4_j%o& zPZo=neu97AB?J2VA-lEAk{LQcsN7<}93mGYPk-#NpYx=Sp8F^J-%dkaTU~D$-hUzs zN|;6xADPB*yP*YMXrWy8%P<=&b*JxCvL5FK)G`0HL(&`U%!kq!21@*-J(dq;2XO;3 z+;2DVT7#tt0kO~SnWVmhgZLJcpPuuon_)yo*u^05ouy3vn8ZVmecIejDR)}4ccmuJ zQD!O{KN$8ptErLn61^>Wv<98+o%sxJH^wg3F+)NFs`K32vy^)zTJ9druK>Wu-$wGU zjjS~BGa{G2zeciqg~hP)1IGwDqx^AQmnCp7)n<*bdYS7P|5k+UU8pJj?ia?rt=?8{ z_C0H4Oj+X3O!ri5q9qT7AVqsxbVkZjRh-v-z=<%o~WHD?kCF23h zs3^HN^XhQ^a}l3!ho-M+fnva2(YKVh=v>dNtrsr`$o9jY$Pjuw=Fnx>HfL`)(#e;F zEyntQDv@2C{1J?^uphkyBGDUXDC;cdj#P&rffY-wo{5<8sIuJS+xd+ovMwbOh}c^_ zEDu?V3GUmIn3nWzZ35A_7nLOh5bS-}sj&Ub`=Ij2v zinJ~MxKwb`OD6j%@ZH2iBZe2pO}CQnorDuqSMmMI{t=I$iM>&oB*EOi%@FmTr756h z^?u7mKxkl><30~qCj?(HKHI>Pnmlm5d_AzTq|7`k%u{CqoPL76nM3DndPLe8CHKb; zU?%Um>po(kAn}oEWF?z!=NH+uV13s2YaL*~<+D#c$`VHJ z_|rp*TY#%YIu{w@P_M};Z9nhp<2}Xzet+dRnJnju)$Cz6mCfEMG2lz!)UW-s$HIV@ z$Mr|Yz)yvy9N$eWQWik#BCilOpHv*7=}$Jx!`orQz1x)jsw&nPw zB_iGF>&s5W-cOKsh8P=uv&)UNcS$L!bN5HmLw9E5*MpN*Ri)+aGy`DV&~N(izTK{7 z8?j1^)t70yU7GliGhiV7uajI8GGP59!=anvbnzd(BlFAC>DqZdbk9{Acwu|v-nYjC z)tpqJ?Xz86`cJKJXSJ7{!t!4k4+D2!P|i)h+UGv6qTN8h@1!D-s9XOvRJE0EF2tXHaN#f}Vg579H&TB7GjS@MmSO5?ucOoc#I0S7 zhablS1BCS`Djr^bAH3X0?_0jr8Rn+!UPrS<3|+FEX;iiLd*D7N2mv1`AZCxR1JSm+ z^e<=feoHawYItHl=k=r2T-Tf!uNrWczXaiH>3ZKML7p$I&JcTT_9xTh#sd3IOmg3z zUmv4ab=0Dl4GqT?dV8&9pY=^>K&Rclj1|kZjJo(J+Rr_xOFAbdG8!B57Km`Qtit@0 zH^Vyg&QJHs@y|?W*W0X*rQhO3y7<1Cc^VL&EOYyxSUBINH++qMsGhFN^>T<@4tz@N6jOZJS9WR~8ZI)lOwq_r5rD-)Lcx3=w9G1nJ5JKI(PuYP|A zL?GTzdvE@|gY9p3L#mlWCRnx<-g8a?zMyXW&l7hI6kB1cwcXC zI`Vnfo%B56x;reJDCOcTVA%J-^vJKmpOw^8?Uq*y8`q$~Qj88xmvXQ<(YycE0r8CD z*$t*@@}y!z|KYs(fiav6WuK>uEN;4)_Su6hrV|?oIK6``s3hj3J*9dwFFUG~gzB}# zwgt#_So*4*tOEllAD2&0_r2=Z7Za)AaIhaekd|rv*=N1`_%~<$`!-sw{#O%l2#uj!_Ry{*{$^5QjfQV z{*NEy{K5iWt~b>|A?{QAw1HQ!F9&E=IptsZDSJ0!-M{!bdKnM-x5vy{rJAsa`5k=C8rPLL%pUoeR0Hhk?O2+4Z7=P@ zm}gR}Y5K8jvz*%_;y2jwc4Ks|lhWz$|MkUIBPNLs@Ao)?m3`oE<2sWmyiUN<5XJL4M&YoO zM`sfA_OWTPvQb<`Jj55hLgv0jaP#;|B?9p)WWLtFXWZ&_2j0Y}e$2S}Y~F?GHjGII z)E-r|2)b`o8yS`%O=3klemoE)@EtA|Uj5RpY88gyp_%ld9p@*dN#noRY_2tI= zA#Un5q;{>UWT%M%7`*-A>#ed*=i93AjD1AX5&@YALVn#N(yY+wqF3%FCzXhj8;?G< z#1>h6?c{jn!$B_lvWm1>>IUPf&xJiYs0sbS=-Q2YBeP{Yamys<9JjaU`$_IcVEIZS znT0?7j*UuN5*i5Zat^5$Bi+2hM0>y@eDlEMjT-MBJFTJ!s2vQe8ToYRZP+PmFtL5(s1VBzb%< zFf7j)tGq$rYM1rg^x+}Tf7r(uZj{kfT&)KnX z>i9ii5cn(3;L}~LW;kv84i#12)(8#A?2|CnwvxY|-+c8|+~~oxO)h^@(nPU9R?t#mE%%zTkXa+Y61%1U!O?U}d_yt-#MEa<0y2 zAND4y1SZRqfn_~Lr_-Nehj;wnz*dio&piH1W2xKYOO9<>d$nUm3g_dynXI(q!-Owi z?dDrM%Yn*m`(&T$`TVJUmTXX-vU~W#{P_j8KuT$B+rlf5*7WHc!rI@!`OYP_M*APB zwv{*4ASNKcY0Ur&#k?D3r^-MfMj}5ZQ67#$~hU z3lqHz#8Aihn!99qzQbFAW%&AvJoY5VuVl?e*WEV8H3g)Z1NZrtaC=r^qb|^h2B%f zCywRq6~X`=-#((wgYk$970zz1Gonle(@2v$8-d(c-z0prVn)Pm)t_J=A+Volyk5%xUN%TrQRo|A4)G%!a zDu>Cq{1Y^Unf$yd=P82dztY~S1F=W*%^-NOkJ%L1T|!~4I$bJ##DbiiU))hv)`m5_ zkp?!|D7=QRjd$<{9Qv=V-v7O@7b5NLuT3|5z+&=ia2_8AHLouF|6Y00!Mq#){py$Z z=ZP!W+A-JXL+@1j{pfGBN1uz!<#9GI?UyqG1%uS97uUR6|JXpb>sl%{gB20#H|2Nq zx%GMQQhx2ckIq5IXG}iCPwooM^V0E#+f6^QvmDP2Ap!yqu|4Rdckw^KuY+SCm?u|l zf2W(?dF&zkTId-o7ilxEcDHE%zQ_iV4K8@!-sFm8@^OO&EO_3~3Y=NyIsAEk4|m;- zy&>6s9jJ1{9Vfyot$^L~q72&f6rJ^{;*6JW{o#&jL;GBB5*OqO@ z-93@UO;Y=kcunZEXhYOA&J!1bGr8`*WV>fJ&XD;qvd)gnRD%0Y5J9F_&455B>h(Y>2zu+=DNXCL zq>#b#WwWPNM{^kp$8pbsj_>?A>GhX(MJ3qnbCO+Kxrvx1FjrC%#&dcBK3UTT6N z0|ZYw3#_p-K%J3ibvGigzOXuT;Inmaz)gmW3+soUi9P(^&;=(`uN%g*V!*rgyjUlK zc$eLBFMz+*`>Rou0k==Bv=>kB+G&L@5=S3TZ`K3_DQmE|-`{?-tl7(7HMJsHd3kN< z8PINmf+dg6!WFqX7iw`L<5hZy z@4V=iVSe=y{EPilsh8@|)pfhD^9{kNMz42N@vA?=nTg4{d1RpA=(^xF@a~S$>EZEO zkfts34i|4iWS33ccv$Bo5NUEd;pJTgUekxCjmJ_n@2Yk2dlim!>o>qpy#U;*& z9*?=*<>v*SqwdBGk_%F53kT4WJ>)Ul+t#LGjYkJ!5rLFb(BPcP`|O81>20;;>)lA1 z;y4)K-8~+6zs}s|mNP~DaE-hTO>zRC&fj=)Qus5Jvq>3cvm3wYkLqNk&(U8Ow#VxE z#Fm>R-hG&~sHRWbfSe9;ygT@b{iQ{@bjICPCAp~TxxE2r6xnr(IuA=2Ah;BnKwR^u zY$T&PfHWgU>b!~bBq}3|W(Tq~0$CV=%#A>1Mj+GfA9J)p8PaY7oKunBURQRtEj(by zqo|gRZN}b;+AoSGX7%p40yh;P(6wFz=xsV4-#GV8M8x>3-|O4+*PR#0+x2c({67jEZa3h|)hooGlQnqd z`75t<;6L0e%~5Xcv_n^*&znDR_Yu@NxO+SP1UmU?RW-p9=fJ3OhFHN33Y1Cb0I z?aN+BV!3SdUn2Bvj()tBc!W&q`RMvNne26+GvrJ)>G@R1tMI#i(BWyK{bpq4@U%_a;j+DlUdTrd-tx%Ks0CYd@}7J;orhb1WE@?ULTQuQVn@& z@@Hj#6j=Ul627W&di*)7Ab^;aWGQQ$d*Ck(9* zwGK}A-Dz9h^E`QoHF~rF?U=Rb?Z7fE5Q0d%2-llm2skWxtPbj=Y;-q5J2XJAd^vcC z=9bb{PY+2+p&qw&dEa6Cl@5AnKCq)3MK*0fItVQfVX`s`wdDdfb`2%iRcl~9I4R%y zu!jB~d5XAG(%C*#5mdQWFPIn2K13%*@Pdo&E9hVSgYq2GC4>vH)%abTdkk6l+nM&0 z@c^L}#+Iw!*!|u;G4qdCLJ zMLogakTdbX3WL9ETSfun^1&}sCHy9Xf9>Y~ECbqSNPfU(d8HsA1+)49+29=*PpW+- zUFXen?;eH_Dt21ab=O&@+D!z5s{d|_(ZK4E70d|7(a;m$5&{~fP?b>*a7j#qoM%3|% zj>RAu*ptrk0Tic?nbV0P$Jaoe<(xk*pzL8X{LD2KerEgAL~VXTb$P{KIM7CXueb-n zNFk}J?cggQuAC;1D08YM(=Ex$XhWUUpvnQ)WFw*LrxdolRFkD1&q9u3^O9SLY~U79Zn?2OZiUl(vLG&@%9C0qvj=1b4k?enGsl`E(rro#F~!W zmG34hGH^a;j@K@FqZD`4W(};Jbo9PtmKapfjITY8&!tY4?Nv5t2dvNfoH5>M(2%+5 zPLjvV0YrqX^~y&Y%y}I10UH5kc3-zyYu?MDGe;7}+H^}2fr{22isX~*L=b4ywg`Rr z750BNYWF}|;94xj2M*Q&Yxp!3SytUw-0xews&S0hVdnP)xnwBJ5uW>VqF@X1Qt&pqGe+$_$ z9#FhbN>V#HmMgJ5)t9#Aoahrxl8Ou%Pf_&%L@1xk*uozU<<7=}Hwfw!F&rzc9l7@M znkZE&gF8c ztuKa2)bjd$MTm;zd3R)ricRLhFEt)cQ-C%$v8bc^FQaokrL<{E^*9!S2>dOYTI0H6 zL&zN3%(9Drd5=OFlqxSXICH3rDwgu>&?=TZ77w(&?IkARLBIHz>Lj8=kCo;=Xb6lP z=Qtc55U#nf`ikh@Bnj|Gp$9d0quR!%!BUwWq7%%(*6A?$n&{kI85>qK{Z(~LU-EF> z975N+7AempG^p`2sQ6{tw*6;Vud^EnnfW3x8dRJxTl6tXBS4R1BGar5_3rO^gc!~e zZt9g0!6}|iRGM8v5s@Ur$_Qj_S&?x??(9Cz}1g0? z6a!AleTG=eax$lq6m2y3U1X@d%MZGgK}S`YA8r$ zN?hZF5|kt>63}VY0-Hy$3@MTfqKUPd%Mv+19aJz@7wc38a&PL^Syf?nRIZWe_8;jq z&pSg`W+s5STco;#XfBVUUrfIrqI;4%3l@aA8%Sn4`m2d_Sba4yu89j!4K87X>D-b_ zgHArUSjM{T6P@aI20#sRW~JSvmLSu`98kX>2#wA>k|Og_S2?sQXXHw(*AsFE8MvJh zCk>jts@LrGiruR74A=9S8odDHRU~s9_7P5hN-VsUhVW?zy2xCZ<&LmrbDM7DB8c?g zr3on6B*7|B0GHl5!FMl-);1UHey%=5#`$vhlLt;e(UWm*d|Q!F5ABYBGSAv~oMZHk zsHOzhYyM{i4X+lOCIB9H%~WTxVxwW>ehjQD4yZk1)(M?4o?mMot=_hz)9*c|dH1s* zSPAQIbhv}>&+VoyM^h56I`o3JmxqWElhBdvA`R|C-K+}3ULI_sIEnL-OfM%Dj-4=D z%$zI_x#$ABJfjsf!xgo)K;2`@tdeBcOo?0pO@q!lqP99BzSN&5OLJ%7lGr$!P!}X+MHXPpNKMiR+%G($ErDmF=^FpKZ z6!67V!9VMdeYK2g8BVmCPqoH$n*EhzR63_T&V1iCJRdp+q>yet*zm|IE-(LSQ0nU}F9YC45XM z>`;FZcDn_Y*k;oXThX#*(6S|1CG9PPD>$coHAbGC_)!HJ5kHebqwr_G%lugngMh+ znv?2+Vl*8X6@)>x7IWo99Dvc7$d$i;dJDA zv2sB=&xpF1le!oiN4pN~hgsc_s*x%*R=2S>FQX)_k#hwBnrxzRwxQoWV2Zqg6KPVvO1K_UC=KTsS{qJd z2wGUhpN*OkaAj44sd?8SBUi6ERG}$XF^}Ig)2+)y!;vj(L_`1H*-vz}%4*jf65^DJ z1^fcw=5G7pk_wqSCLzERUNX9Z(ws78$P!CjJONh z6`Gb@J~>c=q}fw`mdBQzvRrKr{m~-lVR#Alt+MZ}qFhZ5{pj5^M>6AplDAlTc#%ek zW&2h!Q>T*PS8?fCN4>K_cZL~9#0sOlH7T9-pot$wJV^FnyfX3hA+%LSj=X`N-Xn z?;MR>5^413;RLrb>(iMSqkTYl40;G4&W#wg{X`C)(Cv`sQ-@q%n=E{$<)N=VBQ4ry z0=&MxsJ$&bWiTuj?{TD0?PMxlwJb-oVVfb)Fq>rTk*5>2brmtAEThNOIklyk`aE5T zM^kS6hv*OjM+oJlexh}Nk;;_1y-oG8`>Yl2s55qW8>_p@-#Boaem&TEEN<^)?^)- zUoG3~5*>-0^!)Sk(W_&&7)K>vQnPALIC;T(q;r!($9AN*p4*pRq^lB--YQ;#UDpMQjDVm zPv+*ONzd}{?fl!*$tOv^$FxqBwsIpGq;pEWj5)dAkk0y86 z_BB9f4b^BBHDI%-aq;I}g42@E;`ue3Kc3r^LDA3Sd#;o$3#06&)JCBqBL39C+*UG6 z_Ot^H2c=a7t=M9pQDwXiDyLuC7UlE-T+SmS=0=%11-#9?nihdRxro#HWOHaLR_lYw z1LmX<=vc04R4cf0#_66Mq)uv8=i1ehoDmZ}s#P-GuZ>M(p3!03Z*~PJLp~+>I)ej< zrc2KDDK?Fh(m6LM=By~?*F?Ei)htmx&t6LF*h z^q5MlBmH2+71%B>J-FgPw`ZDu0DA<45lSH z^9XB(^hMSgRF3NONklp$A*`apE&5co!%lUzzft1c(txCJzC?l3K5<_*=`U3AIgVXW#gAnDA66Z`C6ya=e z_=pmHIo3F`&+H`wHmtn2}6-PV$Z=`ItyeDD58NF-|dXX9Zd-XywJ3d)3U@#r8gbjyF z9nvP5Hd6vPbRp(No@mWAiA&sb9pU=R zs{ag%Ai2x{`q(VnLWi{evh2wkEG*P82xx`E17=sUn5H0wpAegy z0Fy%ox+O3p%0zSFoCf8^li=L2bKsoj{qI^0IH=5s|8>y-H7bJ|-Ln5HmQd&)QDpETmbFEnGQFDnlVX2*F8 zke+)8Y#oKVarukJh3{S}m+oc@iy8=KpLqyv9>F&?W6UiH%NjhvID$i=%*>Kh?rtOwg<5mS%=)KRvjU6(Jjy8~hGtE4sxB>R>Git`p`jn2QdmzPQJb5jE^_CR>hnd$~f@s<+ef*I6+lVATEyeNS0B zuW&Ou7!YqSrw#emf}v>p6jni9BT6*qm7ooHLM%`eUuUf&x0P8aZ{QeUpMeuEM;(Sy zqsa&3A4*m5qAGu^`ipK>t%+V@)c zZPY>oyQi>^+eu}S$Q&%G1Ox9=*8=kqXVHrZC$*qP@*n3V)1VSA)|8gqyoEcINlAHy zCTJPuNS>6eZN|eaCyWEP2Wo(<#ZL)!aE-0(1mh{*>To>EP(_|Kk54ph6funq%U^b_c%n zec?{D6`NMEr&CdAoI&Xj=G$#ri|O0qbLIlKryGBr(vXp9=h`dJN#aeV3X4fah@8bSPt(fsa1SPG>_rDB8VN+RN|lc z#8rD2ge3o>Egzze!l6xi0aI>M1l3X0N#uuXRcivId|Y87_{saFIk+pP=)4LrK2*ps2YelW-v%B6*KR-4Rc|6M*pHoJ!V%OzhXw`;VJ4 zn5MKYsuD9*9GP0`i>yr)@^GNwq8hnk1EJ2PRTNF4ok)i4?iqv_lvMq;g@2yTo;f)d z|AIzN4iupDfAD{V|6%`6xk5I{kIq4lvrLV%OpAXpl=vSSD*2Caek!0q8qFb0G;>Ve z21yoM`Fw+R4Y}Z53=xy!T0F48&5zVndaghrb^RK~mg5-glSl0`CaVt}SH3a|fcB?J zhVCyI|GW89HAoLXPQ>h(W~7VkBo#Fuf51a0Pdq;~kYh?dyor*zWF+}r>w(kzSMAw1 z2(J>!wmx!9)$0p+$`>)*u^Oar4JTq-C-M;!@KqfZYknkj9$DyCNOr1rG(GA_@8tc9 zl?b8hA{8CA4s#`+XU@+EVNLhL4&gZ{qe1t}ETC`gs_Pj@iK{-OTE z|3`s7)aSzS?w#XzB&UDD@%#VsN85&Bg|WtnQ5x}`n2fTZ`>O9>$onsb5-#tpFiKVL z{v(2_|3`;#pMM&3mwzf|aC+&x^mSgccHj@Pr+D$QkZL}3pk@C#H#pEGTS=l6&^2^X zn08IIqOeiWdzn-Z{;>KbU9)nHCgrp;W@p2_HN1Tf7@pEUKv&tv z5J(ld(0uLFfP^almto`Bqmd0GoU{s{1J0mq!TvJrA-lk%o7kT#n~`>J=VEH^Z(<-h za696w^!=>Pgaf+jQ%9O?7jyUdlj2@yexs59Q1;L#^Bd_4Ltw}On_e-1lH2^^% z=uwYPUHYiUNlJ|&EJ@a?=!pi8K2e=+w1&t6u~-xNs3&^A_OpK83@UdjieEvoV0YT~ z7pwdZoJ0KfM;iTrd3(f74ebh>VyAL8fql44h+!c-EF;hVj@_2IT{IPi zqzt}XJsE|Wd=5I&T8kK%qnwww@AY zO(eh|@BE-zg-`HEo2tD$)g9goGlwyjF zI!*nS6lD|gsS4vrsM*{DEILyv9`{S0-7h39>@Q`Re~fR!=KgrI;1d4&XiMdjs};mG zTiaIx!W7IHMN;iR zgx5M(!dr1vQEf+ruR`ESk_9)bsGgO;JHQ;{Ly#RxXn*9FxV3Jev?2PzwweYlNc)Ox zpnxObQ(5`amUp%N)}ms|a=$XC2d0#5+}?>3t&7%kKL!J&nvyl)*L_UwQBO^VjT10@ z5ahv3Mq$}CU-)R#y6(tD+Z9`%kj)XjD47w}m|ECuXf+w*rSZuSqOus>YDU`40~nWD z3pCOAdG|IF+=m~>Cfx@n-3uq(=Y1W6S4Q9!Qh$P^e}cmQ#U-A9;mRRq*BgL;!R30R zN!W-ymU~5rckN%;5aMn7U>*_{&gPIqJ=@sPbNV*qS0 zQkp=SyXCiK=kq26#w7Fdg`?%hkrpJBBy|PDY0C3{1m>#3-kcnnWJHrH`;v~aJ!#r= zk32-{IAte~3uRUp%yNO^zmZHMz+zJqEE5-j_ z%=1HsWAAh?#~AQg-Qg9Tv3knsMsnJVW^L9lM5pD;tk*WSWaSsNrZw!Y25_YD>fKFN zCl+~<^^b|i43KEPdlfOl9A+BnVHlpdVPZ<=DBzY?UwncvcqRN1V&oWc(ySod zB1V2t@1Gm_3d6k%yAXq<%1J6Z>G3}diRk42rGYZ@|37BXI{z_K{EvhGn0=_A`g*bV z7j9qdHj?lX+_xM#SDv_6!FP}x9dS^J5%McK24zB0PmaSA&Rw`tHpK_VN{(7> zw6C=5gy*kaTE6lFid#=4`4z!ff@&+da^YXKxiZGYp3{k3t3WoD9 z`gEz848dp+=$>FTrm1)PeBjF32V|CRGYrO;XI7IfQcq<4;IM+3hQFZdxo-L6cZ||t#Evmson6~I5&ll0`r|jGODj3fp_u%d$ zag+kPA9xetej-P-(Adr%QFWaHF{d6w740p=OE!P6&TaK$(n2|!RgFZuVq|X`VAj8% zJc#!NPgjiE5ff)@hap`(y~qc~R*qbKbg;Eg7jDx)_8xDp8`0A_-(CKO%_I*kyw!i? zmF_0tMeVRoO-xB!HW_!$5|LXkA6sHyoiAy@_NyS8^Dz4{TNgO*R@vyZtuLe~R@N4+ zht&&*E=EFu&H2xYN`LZ~{isSi4@|p-sIt)s!h&N!R6n)^?3e_8$@MNi^u%hsxN*tw zTQs8)+wOx}%2O@*ZV_0 z#FufKJ%Ozy_!5SPDc`d_6PpA00gzeSN>~!33&5N|M2v_On5*c%7H524JZ(-`{C)p< zBa5{!rU-EsIc7frxe2ozOE=Ov{R1{m;rO3r<2;IObpJ*1tnD6Kv18Q=!$|j%m;*)9 zgD`6&5}(FE8jNdkl81_BzT|X1)pi1#sQGH=0#}W$75(gK0^nIiZ^~~`9fl{qmG0*nf^TC%<6q?#KD{hvA{u)8N zNSb^S4Z@)mr2A96_-{-~x)c*mH1`2h1fS6(W}e|Kaz&9ieQTJex>%~_;f-<$5fu#` z^bd!7q(%U$p&GFxXeqt$oxNEE@JoEPD~!ubOiB0f@0B9H9s)o%>URaR(!17ExcV2A zG0n1UWK@EHY9E%eY!q9N_*#3O7mLS{4~q+~6^o0NbI^)Au9f;HfltJvD1$lnbQ*=y z4t2i{B_!JO_|-y9dZg;*#XfeKKi$_6H0%F zv(beVht;e8uU^fymMb>RjMYLD)mlTY93IjH{8XsfSkhDPC2YQ_QTlMmQmcedy{EDn z%;qZT^TOOt`;H@JN1b#dMes;@+HT`C-AemW?)(|dZ$T@H*+!hv_l`0Z{$29c29eX5 z(spi(DD7Mf-1ugLM@$YmYMojx z@9DL47&_IQSoiV!Io&x@M2Yy2M4A4XLeo7pwi`Nv;tV8YMy{_oF+#{*M}A7kyT76N zrDbLt=o<#k4_RjX2=O6b@Qc6@JpEqJn!r3ZcMpz0Xf`+P1JmF#s+#WA4WezS7lMc^ zt%$75e=*Xob-o?d{4B=YD8}6XgLkl6!@K|=z(_}XNJqX;+qO^Ju20)XOD#(~OD!-N z_3-5rd+$A9Z1Z`NGKj0^UwbuvNu7A`%H^?DB2WDkzb^UHr6xTBMNoy8zDgi5xW*atVL0}=q8AYtwJb@O2k@PODwh3zExXW zZ7oGNl(rPzKmA|Y&-eHJ{onU_pZ9srojd2unR8}xa%Rq*ncP%x<`?i_I<7^J8lNR7 z;ZB!Nc9#IlHD;BbY9~57{`EBxe{Le`K|4CmD9B`N|;Qlg8+MTsjR$-grUw$q`rdgz#WjqhQqHhWVL*@%0<1MF8hXNs;Z?Ib@FbSOsb+pG#9Yc3Z(mku^Y8Z zCw)*S9l9+5Rll()VewkRV&%Wmbc)L-Qd0)NF{%@DzgZ-@PotAS|1Xb<%zz_am1cz7 zk2P1|UpVN7s!ATqO1YiXZ>{*MR4I~AA%aigKPd`Z&Yb}cf=|QbrePVDpe&ExmcXMvESXYgT#Lx1l<$Zugql}R>BkVtAe3TdGzPtOp< zj&W7s<0lm|!K$tx5e*_L8;-D|W|UyYu;l?N4s~EvH&7Pv^^mcoD*aVVQ}`d$n3ZJ2 zN&;FF3lM=`SZiBS$3I_sry(?bD(Z68hl@6YLZ5WM1$;6yOds~AzkejGIhqn6+doX> zb}$Y+b^rYZMGK9W<&}JQRj+~xPB?YP@S@4;wW$Se{-BqHtzn-`0+!XVf%+;YU2K|t ztz|MoLBPec;EaCG3)Zf7@Jl%Um~_e^BbU z!U{ihz_6%|YDy!UvS>y`v<#|rG8aW!=tf$+_@ZB-Bt6ra)(|c!WK*qhfx!1m(E4Gk zH10&A!y8508W|VT{aqwupywf{RP5w2c5}DYNp!nhAZIS)7|p#jc3I8yX)cui=tf#V zm_$Sj-?wg9c1dTB?UO80+9%7^_cS&tMIGbI`M8kxIdYN3! zIA<{DLilmXOW098NxT$aT`I>ck~O5*q;c$G=!F;XYO6#8zMq1rKLwk}vTEZMd>q-T zzXSvDyxQ6v5)!PbDJIB%8F`-~@{z$o@jqnAzhs!aPdfQXsJv+`u=$yB%>J`~@INmE z6bYYUSkCb*NW(x<-oViZ3U`s?0f#s%w+NL#PjA$Z7;rnZpEc|$(;2$uE^Kx^nzmwFBryh00k&FQHJGtYs@HAGbjQ*HX^;b5kp^rNN2crT z@A(4@Wjhm3Nrl&J7Du^j>|g3TnM(lNI>#SBpdCE9&YhC|4{G*>cXdEj4{prQswm6C z>ub=Tv|Gi%;XnfZdjl1*equD=_N?mQSBD@_f9Ha5(W3IU(D)Mqe#0UQMc2OMLeyAyBau^nW2KhpAd^@p7X! zbXElI?Ncp(2Ei+rcds^E;^RBiZzTjl89OK1T;=3s!dQ+=G;d4dBe(iAX_}QK|g;v!6>y**0$Jxcw&VfWf(M{=GK(C z&!6C8_7t295S5{yb%Bt&VbAqOCRQZ2bfbYvOciHAX}Y;(V>)jFBeg{g@<7I>g~+EA zfI!3;%mNr!i9d)MStk;mAb@%bhObJ%p~m(Ak&C*GmZhXM!j(@^0gi26SxTXbZEy0GgFQks$m~HqZO|o`j7yTjbMFGh*^PKv4YYT5DRdl5q+dZUIKqZlNaCsQ#padq0 zMm>DY#uJ;>i6lyB~L$DglKsSx-sTazP&{`*<35V;mY%Gvo7rtgDH9~5qjhxEa1@54E2$Z6F>>)E&ZS{7} zFKlPhecoDjl%od8Om+0Tn=OYy%p{1AWrmfC;YRt2L3gbCPTbcGN5xezA2@P+eTbE= zx2}6CDgstCnW%jnM~iC-#mV#M=@)YK>P6=1+Zg-HpTYJZtna45Oq70|pm_!%FjHo% zr{Cw3)~1DjjURuAJJJ5m)jgmQqs$QWi4y(>uXPExcZ)F=Z1&_5g=ROvveHgNCo(#_ zm3T1j?M)a}$AvphqcmStIo*a%lPkj6c{x)iN>nbffZispX#PH0Cr627DhVrLjR_)# zM|)~Fn@bf#P$61EzBT%zT>%6vXKDlCRi8wZd!-`qqY$$Q0%Ofx&=LrS5V_jwa!x{o z+^t5iUvv_%?;M0I5B1Xv!eeFx z4DR=8o~)@nqlO9U0hU=Zc_R%uS_)X^`9l|(q;~FZw^>JGrul@pZ!N(eg-Of^q$L-| z!N)Dnr&*roFMR>`%1T(&{P5;+!xK;3Gnx2nANd}zM7@NMB$=D^DjTnU4ATaWr|s@ zke-^cw2HWK??Sy&SZ=N^T2QJE{b~7OiY=MaCOlN{_e~M>z+XOYH!r z(Tdw@CHB*X1>f&GR%Ff90FPK>{81s3$H&X7x_% zs|L`d0+sdKvf)8gn{s}Te}R4jOd@#@3@$xmEb1m0l6XFS2BI(}`|66XO$AmKpMU>_ ziepfvLME?-|6qYzxoL%>T}AhUwoc@t47p0i%>?&ep=M_Bu$HjJIrFzR>~pyDgD)zG z=hG{?Cdm)%d8!k;U#CB?CnSaJumry4%|Bi!P?Gyf|6F`eRIEXN-jV)1mHl*2jdNnB z-(aB|bf+Ng>3D+Hn|GEj#Penam*3dG7Ow|v@g~4x z)rE8y10kXB-|RVT;oZ+s!W_)l1k>l-K1?d6-5y25W9fq(Zcv?sXYe~}R^kd4_-h)J zK()!n(H!#ZHJ*}h^5>Yv@?hmjJv7>2YH8wbxPn%lXrl2=dyleQ<+gizc30$lBM1t- z7zOPcqQi_e6>!@*IgIHfw_~zT%oYL~nPuZ}@`moG_On}bju{hZdm{TBmt(R^3^D1k z!>Oy?N*LuQL^qVC9szq`sCp5uW~nF~%i&=n2t99Cvg9V2Y5|;KzG&WOX1I$R@L17T z;B5TdIVC>xFs*%2-@9OLR^Zt?3uztH{E*YRGOL9bUbPWr&M7LzlK^aPQ+-es0NC$? z;S04zo15aT=W8^=m~zTT%pMngw*2)(`5E-+!xYm8J?$(X!tTcy&Py-m=&S)i*-ve< zi(gt6OKxDQ?3$c|mXbCc?C42Z)iWD>r7dktosh#!Vahv8k@@2)n-c&WX_)vpX_M;B zGZE_&U_v3BxS+rE(Z>HPr2ZHH1$D=+zV!!jTE}q1zJ2||mdx>9_7J`>KvDOoneSUt zrl}TYsgPSh;%<&Vur6(<6tx;2!(a4d!OWhPUW@VQ@9voFx&nl_a#2-jZA-DC($I^E z3cwkT1iAyH;G5+aLGa`n0qefw4!@X0Z%d0^mk?8`#!SOmk!l~{$ArMjH*Ld*RS+Ae zFh8Rnb)Wj%atooxpaM-Vkrqot0r zNiu1>|B9-<4^unhmzzJD0)LYNEk~I;2C^Gk6cigzyH$*f1|=F$;Y%7AUnw? Fin zH$!d?27NPpyWGJVSU3hfV|2p%{3@$$zH&{H&QY^7EFsMNOnq1Nd8(qdhUq|1$#++9 zg-I_5qOBqi3yQxc;KIEwGg{OLndFN5K2fpcIE;uHZ8T_KGHZB#Z~jNp;|$TFan)2k z2;VUX-xra`Dov;(@hlKz4JzP}ry(Rv8WBm7)3c~rC!crTu1u}av> zumjTp2d07aPbQz`3*WKuRK0K@-Gh($XPT4GFp|&Q6A6nsFTnN6G8!WV0Ho?H|MXqG zxvrxTv3ilQdO!-m+{2>=^o399(embg02I%kI;a0+^pjI_Jbz2%87%jCg(#V4Dwmon zDT^|rr297Goo|fCwh9MLZiPkJGFp^R&kNuCKyvzG#@`a3e3{l~Y}b1j058npCE#ap z2XDQO)Kj-Z9|mA)xKR4TYa1I^A?{!203c26#{cuc?4Jifx|g|o8UFjU-0#!0XU1b| zg`cLLnmxMQy{|0bl5N_M3!|g#r2ET_A}>`>Cd-u;9*U&hkC!ZnC;GD*QD!EF;)mI{ zN?VBDwGzi4m2_|V@@VD|uv)Ao7!DMb7aTp?z3R&|a7&{N$ARkNrNAYiL~YE9FHhMm z4QbEDuoh9>(MTCoU*(NA`5uj706QR|j0YixdWG>g^>+IrapILo+D&Ku6CO+KIv9{& z5qKCz{i2e;P!@LOPWR?j(0|l{j7^rd*@&-%!D+S_{rTz^jC4}LTZ8IL*apK6?WM27 z@e?K01Ot9V*^o_gp)QZ~p^Q)P<4|G*2J{AyYNF!IpTwpXQy~a7T7LKaZhkwDgJ1!0 z?#_UmBz0EQB|TDRt<$Alw;iKCB{`l18({0pXo68J*+YP{^K0>X85LBtxAAEl0xKEJ z$9dbRL<(4}?d@x1PP)_q3tlqeI}$K{yrHA*rST|=?gD*maaHF^5klv%YE&py*Hcr? zHU_v^pBQ$n?rf0il02d~ROX4nPeE=aBo#-&+!3A+8Ndo!!%= z;fC`S)u@qsNhoK1g*VGnCCA#3{l?%GvXg?{NFejKcNHTvCN=KU6bzus?Khy>e*8B2s;WLQn=br5CzWnNF_~LDE!JHx@X6-5vc;WvbWC3VKF4Lj3c@_ zHDDGx$H5taVXW4$muEl%_DwEQM@xhyGQdkhnWsjkLe_wR9>;Q}L#>M8d@T(QY{Hux zljpwoiCFyb0M4VaA|xHk53yyKeGeDD3>Usk3M;a-mw}a!6x7IIOc_G2fW?!Scvzll zMr`GHDXfTSAw__E<2N%Y8MI1br3*@HzAG^XyLa@dreXr&=o&j9NTt0WU$}#Dft zva9?Y{cHt!FKZ`!n_DKLoCz(WmaTFu8nBix+-NBBi)i=3XBY61m}ksbjgm@!3UDBP z8W`Ed4`h%Gtk>3ge5>w%NPe;X-`*!1#=f%cy>oDg55%cT&wuH z!x(q~j}kc>Bl1m8uB4=o*U9b|7*oV&=Ynh?3PPi7OtEiD^j+@(FP6c~OCD;lm!{Kp z>}1+aN$QT>(D!o4 zvP@RW%{di*tYNQ-s>C4xN$NLOdLIh^&@T=8@9d4m_2 zvp-B@9m?a8#m`x5yfeml2M6L4%nfFp3;Z0$R|Tt$R{5&(@vq4gAJ7SK{40>03iP-{ZHoq zN&Iil|11Bms21R5I9G$tC41dcO>OH$$v8O}=OX+CStI|NNPxT5I_UM!6QKc@(>aKaFejeE#;umYVC|e zIJu63Xq$(}UgEAF{BM5&il9+^{JOtVuExz@ieWb!Z~Y9!69?H0HXU0(17A46U&udU zJY+on)+Xt!f5 zXt|vQS0CHHCH3tQ->)~we%4ZrQag=xyd~*2E9U8w2npO z?2!Q>{O9CvJXj5A2Y}l8V$ePG_2FZH2B7f8n}iP$rWYQNTVMRq0FW;|;%k4Cun-}C z_5r!+#ptQf*BZyRv!$XRrMB&nP4~%zr$SdWj-^aVA@((lMHdIO|7nkS^&c`{@eY#8 z{HOJvA9+63UR}msOS##`$pa2R7L9o4uD~VG%oyMTD}U zw$^%U(G@Y@S~xvoC%_xXOGf?9iXYWsE0pUcp7j$*i*{=apGUlD>w$Mmesr$M$NaI?pssnL;Lfv5{XWQ z8oYbsGBic}YNHk~>u4$Qig8;hU{7$-eP^_%l&MQ;FmRHWB4(GOEV0EBx8rY$YY55cR(WRMTr+EW(zPm<8k(%8F{5(YaT= znf=q|W-fcVIx(&3^@ZpJhM@}x;wigflMTO618#{c5hxP$RVGvR1u>;Ur9@EjE^eUt zA?(VQ%@P5noYk9?flS$9^3i*$O zE^JN_1I%Kb$PYZJU9Gslo^=Rkf;Dx}^@)jtfn79`fJKiiv9r#Y@4^nKlbvQIdcmd0 z#|l~3ibxhZ&l--cM2X~Z2|(XGkK`fR+{#AAOoo4doB&GbXS0&iviGGl>2#vDB(?Rt ztI`J8^b^k#NgkE5Dh*yGv#QpqOgu;Ji?LE^Tn|p$F#OX4Wh_{%0R2-9V@Jp^zA;n^ zCt>oOwvrGKmaIuve`X~*x~%Ua5>{s%azHLh zM6H*_FcBa3)hXvDvA<(GUL7n-7#C{5s>xt`uu>zXq~!#Y2l>Ll-S0ORZ=+5@I|MSY7}< zi!B6t^-yj~GRz9D%j%PNjQw3|N*%sNLv+T{qd1{l>lL1&m>E)w5$_t`As>jiim%fU zMX`Dp2+VtXD3*RaIf%QYUK7KZyG-uda@h<0&&Jw3TS&f={zWcswH8KEIh5GFOheyf z_l^Ro(-Y3bq`Ba=LX8%FR6jaW9BLW z_ab6nI>?W^ktlOiEOo8pMw|^r9sDLl;l9z*_0HOK?pP^WrW9>YPJrn~!ph1%yiQn| z!@9^!^(WpJ^z>Cxr%2MeQzkqT(>xMwJQD9|5ZOh8=m{lyk^+~lWVP-KO?=UoF1P}Q zT-^g8^C$n80<<9m&F#BqspbG>gt;<8c|YZ}@}lZ{Qvl7%4&T5}GA|h14#xzU7VZAt z-2GtCxULnscwhY3`C_ZHD!RP>IypF|cfvDdo!=)H4`Usp!>i{*Uh#*;ux`((qrjdt z53qI08DE^wOX81q)#r0X&=<+hv)B5EcXgav?$nO|O3B*ruZleB|8%S1ttm>E2yp8NCB#2(u3^F!6C1E$l<9Jwa+Im zo{1~UjpwU7S3h2Gdr!Q8;xPgMO8fAi{62-6;TVsZjS{Ag8{SoIt*^{@uLSp}tj zBk`zgak%1hF#}19Ozk&$q`ukbVr<>hy0u2Kqx(=}BntqL|C2gItN~IJ1XNF%a%EM^ z#-pYL;EHFssC7r+c zuL!BLvnrN^z(cWJNLb{=!3}VQ>X?zj`}eXa9wgDITDei zU2Pc|FVum07d<>P)gUxo?#)^wB+$Z&U`5CybP%q^lJC`$)pP-pq>BkJ4@Xx_T!Awek!pQIlB({G>D1JS zB2*X6qWC&eRAtWCd%Ihs59sJbeTwjUROv3i|y zy`A$YZq~kaMfkRu)g5q2bfO=8!&}zLZU7_hEyBmvC+jrUyO%}C?oM61qm7U<)o}^L zXxU+hMXg!c)YAw7ui1%Ice|oN&^U+l)S{?_v-q8}4zG0Bj01)9Z}F@g?ib;3Md$!X zj@q2XZCuG|jJUbT4&6G;?_PjhNNiRF@QA1e6z8d-B2Sx2zRqJskkUAVC93f(#xq#IZ%5gE?qU-V3Let_6>y=Wct2zKwO=k;?%R= zej^?Gf%+{#(Z2T2sTO)}fehXANeGUd8wmy-MNK+-RSkg_#=r zTZ!-9kg_|3HLfbVeYYXS&ulw&2qww}N55ZivTGan-5$32?%a}cI6$8M6%*k*u=D=h zEp0ZbABRsP?*~h?0}QBJV```Nk-9&K`yZrpUG4TgwLHsYci+>qgXH4Rkv_NmrJfr- zKmBp_ZM5es+~9f3+tsO~CYwNRrc}l*tS#MR6&_u}vl@IMFNSzc+-8a$u{2!2@wqVc zju^v^@2o?Q)WoNL-L@lq%AEg{wMR4YQYdv%lBZ(hwUf0Jb% zS}HZ{!H!*G5p_?*&I4DYk1b|9 zvMQEL?ha{W(bnj{y#=nOTW@;PKUq|2%G=gH2TPp^rv(ew9*lV4=~edos_c#TVEmM6 z=$Ff$WeGBluQH&+Rb|-s6_gO)Df^0yW9D{#r&8yfe1eCL#KIp*5f92kx5Z7o2Dm`g zDd6aoq8cBzJsM-zZUtbtDF{BFQZ!n}eKldO-oKn(J&P6i&312i1-_6Ch`V@4^m!WEH_qu_OXtlh`}U{2*UOIYU-uu!>{hrUK5(iPcsdnj=0~ zRf@e^krG(qWS@Kf*Z|BAo0{h!j}DKZ2)l|8Z!`H_yXgW?R|$(`Sf{x};0tf8FQX%i z{i1_l;?=yV=p@|_K_sr?Udvvrgav1jdpzSf3YBl>y+$cFP&7}Ge_+wUlSz9nvb>x@ zE2oRNhFgvyEm%W@tBxV-Ob}iD9mz>npl-Qy_&!AwuX)2dilyDK=+ub3+F_MEC<@7` zY@MXtsDB2_SpJ8tviy@57yIl5qgj5x@JX(H7 zNb4L{3xfp?tmO&M?fpqfIIFOPOgKUJ*<_|I(*0|HGZzKaf1FsO9 zTrN8wHRlaSs}REoi%0`v5UfuxECbaV2(N@M=5Y}Ki%R-5Uv$3{4O zu3|l}CYrqQIBS8`N%OopiI%F%9df)Q~z_Qrdy&%O(}K0TpyX-eUagv-hWH3Uhj|2c6D(a6J{ zlgmFaV&qI;IN5Cq+wr~~jo0R{<8{Vm9}x>(KijQtItI6}%dVXaVOmp>oVh`cZiNHI z7TL16{jNeEVQNM{Iwk3Cd6oO$OIJ62B!hpA%cjcMi{<-5=PWWY*(S-FPij*ir-cTW z_KCfl>Gv}~rdPjg#YxIoR___R`Z%r4e$He{isGx@AO@41y}@ny>tw&)*yu`g4byK_l?w)Ic&+QEM z5%i7lY-)qpu&AE|gLnBu9sQ;>q9XtDIJ-rXzeQ;9C-x$LT+vJ7YK@O0_dumknv9tr^~yh5&N=05Y> z%AD&|qE>eup7?I%w<8w)JGH2WDbq6Om9|xgbn8F;?M)pys!5*@AV@;XKTR=}KggF{ zbFM?hS1#n5_q<6m3c1j5a^3Z|QAp-fu*P~%7Gb2A9F6eXNiyP>m~|mk#(O`A9Wm~O zSH*&lzmCmglS=k}@NmYF0bw`HU^A=RDEFb038ZVs>>23?%$2wpx|6_HckG}EJLJb< zH_0{NqbilZH8ZF+&B7!pkH(mJ{t zpm2Jr|1^R%(7xzpHCu{9!VxVjjb5`x3!t4AmfG%(X4TFF*5Gw@1pStC3VTeI{4SsG z!p)7_(TcP}>?m^xJTrTV284IJRY7&}YNfMcU^1<+VQ50{8+xq!#Ob|{nRTq&qFVZJ zJurY$qOmyyE|40>mrcPdg)VmK=^!p0eFQ{4l^4C;noA>I(bqQVA!a!;*@@BtV=k3blHO1NA6CNCyJPZG}0(3^(p*yBaj=`TO4YxNUQHme z=(}M9~MRWOR zfE{&=2KPY_6Q&If#Kos!4VvbDy^ay>fIg(32gaSTa9kMr74F-n=+A2JbkP z%W87@I5-%LuS6yZrHUv@YM^x8D8M7en2Q~4jAkZ(Mg^kSlCT>Awa^gSc(Ve${IX1Y zJB!xK^D57*_$Udv8xaWviO#4wuE1?xd>YS(H!D!7?U81`VUb&&k_(SyW$tx=8$FA` zb-=ZE|2O{^AJsWREFh^6H>RP)b>P~&|C|4dZ)4D2H@s1VA4gHtH%ahEBE&4U6+&(| z{|My|GDFCP9~hx@4~wj~p{ehDL57<4py&7PX4II8g|}1yqDt^Xq!*_jN*0je_2VeW zP|F_l;=Ub7!xHS20c9xI1z6H*GR(XbNpLHn?TeOP16C-iBB>iCM9fzB%T=|<6R$o1c*fE`#HpKY-jM0)6OR!q_Wf%~Ix3g23#! z)OZCUFKCaZFto?}Eyn84&XU#U3?x@?2nPy}Sc6M^IGyda4GS}8H}laq-{H-*Z>_t$ zl?(7<<(*cn|TEZK*=$3LQ$)KU>F+(Oap|PLDcj&Jp{z zA3ZL|PL5XF?>JNgh`Gj5W5^S{6LLVWh0)32>J-KiEJd_$WSo}c>IT-aOqMhD7GCX{ zCWmU1f-^1gx6yL*c%fP5e2W8%Ty8U+-3$vLrnCcCt&+X{0`2ezg3Nb|8e>QDq%wuj z$=*tVPnEb2mWB5LFpm=CIk5vR~tWSoa%f=>}eQ?ls3O zyE6CHvm}+VgP($+g`yavtMA6@FB~+!++Z;}%)#l5F}l1mb~2YmA%tOA6TduAj8O7z zKD_0A8otTEEe&L3@^OHacIRKKpx8Fs#JONf*G?;LR-u*yvwCl~&WDsb_FA=8=J=Y>OPWQ~{eZ}_w3|}8Xk!l8 zl}BnCe%oQ@!qWRDvhhubum)AZ32v#biPhD?j!Wf>si2}K-h-4VJn^9S7SNFZ-GP`Q zX=4g!VT-R2y17q`}{*kvHwF|RydI-h})zB!*Rx3H~Apci46e(e+vG|2v-wBo{= z9@5BRX5nqcS!6vVXbNtSsAu{kxpy;7o0-O9ZZ74+WBcpk);%<*4r}0TZQ<}zxx>LY zJDHEbIz>_ESXU?BMa5ZQP$anO*h)D$7L5wfpvN&^|1vvx#(RD>$HnVAkNg8#R)Z** z$6$~{X_R0>K5Zf}WSAp9jpUF4^T>YB z*US9ZYm*IsB9ho4zVJx&GaU3IG&BAtFJ6|NxWzwiXIpijbWvCL`UjaD@rACLv_VLn zZ9ET$|5OsPTkuJh$i6!=3{6aQFWKvkAJAd$R^&tgeVUdA^Tlhpox`Lzs^|#%t1fqQ zh}u+(gv5h2jzh(Bc!2?^bc#i9N=mmLcuNTP2OEsm;>Xy;svHPeL=Am?^M%{!uv_x* z7f>C6I}*3}!l35Dd)BK>C-!can@*VNH8}wm_B(qq6e5>29vvnr3|-Qm}4- zWqg3<*&a8TjS8-Nzk;7$dUl0<^YnD>gL^*b+|A#$q&<#;6udX6%X?`zRSG|OdUkQ~ zcvjEdZxHnq#@L6>*?T>XXPCX7wG=a77rXcNg09dwtP6O&bNXzEVj}?QVDBN&rVv$& z*;y5*Z*n0r_QML>d@Xm2k8otfYigVWDpgBSIC4N~CCz3OQcz^5XL2EUkEZ}~X$2}M zms?b?b6{^41w>iA`6!RDbRYoAeYXxcBoerf;5o3|1Ie`Bhds}JrisGyR+^Rc?j6?_ zcpDViccMn*2h4e$^;GQv02vke(do3#>Rx*w`2Tmw{}KQo|07^g-o#} zN9q3(F#1Qp|7s3^0L=kP{xdVO?*yRdf4Yz^^5ddmartn&>4h*j28jv#KzKsz zyA1r_%b6abB5pURVPpm~0e7D&ye#`p#2jD{aM$4`}CF z)=KY;XYrwad1oOu$J}v+`3R|uXT9o@*&~I%g0;8-vH2f;_a}bDeH;p=+ZymgQ@z&- zh*AgwPrP6yQluBHr+^>vs`S6`vcOgPk$Q^WHfRaC!F%o39Kt8wRHr zrfeWy7CnK)T>-1nV!!RqY)5`B_;TqNRJ|nQUA@H0E`JjJWuU#L9>$-;mczec|)t z7+Dg3eJr|4M)>Mb=?PDPaq?3?v~`XviH%3oZ(y<@bnxW!BMlDu4Kh{BhlRC8uE}-V zntkQwIq9{eob#Rux_rKTU6_0oUUws=VCj}wO>Ap0xf=AzJVfe?*Dq34RN${TZ3(Vy zPTkBRwB1=+@o(mmgS)SrZ(dNq>SUhFT$k7UO}cesHrrb1>8ly%ksI&lD}B=41v2}N zB#OlPPJ&+wC3Le&Am%mzyF5<8JP$2n#Xe)h6Vornx{KfCXdOG^e?EBqQQh}o({W9< ztXk6Cnpp4QlxIm&64B>uUaBO4Y8FO<9;}HT0S}7JCl^2ha%>EpO(I$ve15i@5aVW^ zCq7J%;uf?2deHO(p=z$RQgm3mfhv&7+AuIMvM?9${+PHSn+IDJU&JIq1FA1ThnsWN zCK;v;eV_4Lc`K{e7(Hitn_Omw>BGcsth_29Z{WvQ%?t`G%7i~eb{E(*PjC~<7x?e` zKsQYN$Xrfg^6J_%iG4=Gfj4q@1?x`Wn7;|x+I=Y+iaQq9eCvot4z-YHlF53qO+Au*C+HK*7bDM5cby8NoXbk zcM+z;y~Ud)t3PHZc1CNb8Tg*L1U)-E6vYt>XXL9&0XCcWv))eciuTxH(X9s z1pMaG3-H%Lr1;HFNu8;E`@A^)oWHTg3@xfP>&TtW?N=iOQS%#ExUtq5GmGiP#0;Ff z{7`7sS?*WeY{P=IPk$v~olm%hISZDeSO+4=;CF(VPWJP*~V}@@P^?=SQ+F4qepg_nnqw8$R#Fe2~x*fOZ3Fu z^D$NZ0mpkLuJdFVv%%Wi1gg3Y-^Sl%`Dyn&=y%u2>vHyE%8SZ}S%TgPsrEW1A%!8o zY@s{N+7chpbU(2Ojk=p{%gP>tey3v4_t~{?Up(8&zsv4X_wkT7zt0!7K!Lk8Djm2L zA5F(M;2GOOD^9DYwBB%`G@IJ$->p1fxG!3XkvtG_qK#-{OzRIas?cb zw+N}Bp4Wv35H(GL*X6C;Pw&=(*@&EVU^54a;xwwZQHNJlqtt8jQx7+4%<6>pppPI@QfY!AXGBk#p&Oqk^}iHqY!@w)~T60X+{H&QMvo$Lz%5 zJK;(3H7Tv=L5Hsdu9E^woa#Sgh=*{JY%;cUOCG#~2ea0+(!=XLtP{{ER- z6&d)8HB*|clvDR}v4!2!6IXKSruu0mwqjfj2cK35ynXudSL}L+gKUm6spsk|vzh}k zoDUY6y@)sxPVkr_ZqPVg_9yH$nT>KJ+M|F0%bc!b7Ly&vQVE zx4XB+JvLDeKMtjOglPoZ_W+jjl49ZakkyNFPGN#qk9_tB86r9kRXN{1)nU*NOQGt>dw#gVIT&dyda0JNXgL86wI8) zRb8|p)ev5-4H3@rF~h79-A~_+*h-yMx;A&-kn!lpX3U6} z_Je5wFY+Hx3pBp9z^*^aWOaZ8?`!(cAG0aQ&~r(;Iwb@Nl9d8wsVgR@OC?<4{&?%z zuV=D!I$y*URNvn>TOnY!OMuySuM6K$-kY$dkkC8K6uf=?*tmGZ*#6S+3PtFEo zBtw32{0%3flS5NvkVfG%g(ua-je-h=V1GD)@+2})b|7bd=vg_H<`SH;7d?0 z4i4a*D0@~D{~ioj?Uu#8eju7q8w6&oHs@0rR8_@#4~E#dnqHJ`j2Pgw*!3}o3^ zbJ%mUqjASnAuGiTN{w21I6N+bV%z-!aL0+3b7c>VySnff?YcK4|rXfHNx2NYm&r}+V%&jf85># z`>29HGn`2KhRceaE1mF&d*8Nu{>mSZ8+q@kl8c%d>2~O3k5-S=2zK_34>FaN7+kC1Te$GZOyRbLeqM;A4V28ZAf z+#Q0uyL)g5?(XjH?hxGFJ-BOd4K9PbbBBEQzw$C`bq~`ohuT%UYWF$Bfzj%;?C~yX z8k8h|K!sQG5wS%!0)>zu1@Jf^fC&G;m{YR@V(#~UdIPw6pL*lY!g(D3&=N$sQN>)X0jh2THMfg$?;D-MME|D!lo5WxNSe)+2d(e}A~K(xgaYrGa2mHoGT-#?en zJwkV{pNS7!ZvzBpkE;&bf`O+5ERC&xr*MosaXj%%%Xk0U$WE_n9VWU~q*ma2Y~~K3 zlb&xeuuz&zy*6H%>?{=@N+Ho2)ccL@b(;kl2VkFy4Nnv~w~^tjUzC9()L#D-_`!xo zFp?%vAtC@Kl%XNXY>Ax~?`kDwjbOLez1Kh;#AWpG=fFrhFj*s&E zjmVf#cQ+vIzEd=@rx3bm7<*m^=7DR+gKaB+3Y#>j*t2@m%9apHa&4!Mk2v11@6Lg1 zJUeK3)U9E}NWCF|HnlA%s6m-9C;ENK_i}n`L^Cz)jG9_>JdhX(vUdR3FZ^saQ`u#_ zT>;Wsb%J)Zx?t5Z>{pCU;0eVkDy32jm1>b%UnT}Ik-6{h-SX<510>^@z zHqM#IEW36U9)qEKetv2aus?)2N-LPeKur=mW`kwM0VS#)sKYk;1M;z;dEq_K_g$no zABv)13ls&}tLiKPKaJkbf7BL224;ExjPE+=~5^;6fhkz`Ixi>or3``*TSe(E_m zXP8W#iEq7uOr`-J7d>5_^y0Im-zdc-Yr^{|EVn5`u9FR$3xU4WeREBc?kTBdnhc+L z>c(xNNs}Bu%*a?Uqj4&<4za9ct*gsIn=ezMyvZ%KSL5iO`Gc9IFq(@;|IicpD_uN9 zwSM@6AH@q;j9U#n=}SAdx5CEeX!&&R8h2WOS$fX!cioyE?0`g~E8PK!d(bqu8XwY^ zSGffCqr_o`A&QwfFW=Tx^)^Q3y4|zNMDI${OeUo9TVqMkqtZ@J0>79D;Xjt5@CuDrS-y=PLwPD^pZsVSJNj0f7@6hsF8@U*u0@DDTb?GH#3^RR-P*MI z$fwp7U++c=6IzGRiEFimgyYzT*?l#A(H=T{hD<0mxLVyv)%DU4)Z249@E4 zYKqGv0g1s-S-dB*S@ePXywp^VaxpuZ?7f~Ve)22mE*{ns=pSD-j;nJ>pa~qfX}D@ zfI-W4WF4UEV%w-Vnyu2u;gepEwQ1>}5zT*M>cQ(k-MAb@e|#Vx%H6`E_ITjszS%88 zQge|I7q=QY|L##|mfQ7oHjj4|GHvp)x%G6D*>8Ls3uUC;We8fBl<2%)I~cY}KW@A} zB_e9z7PTV${`&VjmuiC5Q{X*EZ?87l390p#e?%@s5jajkUUyo@Re>T3hown;+cN6sgaxhFwc#s7|aCVT5BmJ zQfQlTO7e|`pMH7+J7s|^SqHU~L4t=IxG!rh-Orda$eu29g9b-F(a_(Q0V!Y6tP3Rx zLJ9?mSa?VsGmM>3EsP7zh)U&f1l62iL!PP1{brkoavCJRHui8A`%LQ+Ez6rMNW84( zirs7}1}QVs=^SAwF4w;H5l1l)pyEm^>=%&P3>5U|wkL%(3n0zBB+axmDTi?-PjBvv zu*Zg^iRIfOo4^xfH;V^O5kp^h`6Y?O8Ronqd~+J=pB+UKL`!p}jv|n1+GII(9gWn; z0woFSyn=EO$l@IodIQ%ukT|pIfg)rE^+ri44Yp^N?5T4lc}pn}7eCUbV1sF5vMD}i zzt2HYXLcn3&x6ZeCY_&iYl0MFDnIv>od#$f`qdd`{XiU67d*P)?-d}&S zY=?{QXiqamzL@*q`krWY3Ck7_Am$t7CjD^!Nxt$onJvF0!=Y^HW~F>=Lrhb?QBApe zG{V=1QJj8B=L`q!WV<-ILN#vuoywZ!@6gTVhc&@!>!o#QCMNJDw#AJCGLj$kU%%** zygZHaP2AjdBfUbel$AUTQtxi$Jh+VGtOlQwFTLJGYK*8MF)%2*29fVupg%gerr>Y| zS1%d9zwXs8aPDCG2C?m1F1*{YqN~z@26ZnryuKPOU2tHgNplbvjLm9G$03N{`IXF2 z@gHaH;=6ifVK$9nYbQ6grCdI0*wU{LnEDqq$aO^C-*`XyXmz$3)~1;;E}_gVSeF@n z{k>0-?Yvo#8+-FjZB#r=ZSlaM4|S5wZ4C6)GkS8`_FmxVkb)B5E9Ran4fxeAIlCLI zNWbzs5c#$81ILvBeAd$+0oK&t6*~J&v92f+eC8+cOf<@l> zNH2jP)(K<2T+p@(Q+pWMT(3rX%OZQR?vJ2ctqSPQs6a@#-o)4MH|6!Vt@wDF)PFQs z_;>gB7N2)N<{#f|IfT%)BZAnG-yYM%5*ie6T8RMm<;M)aic=xR*AS74*%PN_-K8Y> zEMEcu{PoQCTMO$EnjRSqp_?l!72!VaY)499qf`NnMPp^JN`Lvy>H%*D?&#kT4I}wQ zmU`9C3Xm3_q-Y_!GJdrps%+^u5Ys#w$QF(tUeMfqvN<}|vXVPYDVQj;LXTLc8^=LM ztsQHYdn(ufL%Si0WTs~ml!1?WxzJZsk+K~MyWVO)ni({VP%`R17w!Zp?60ao+ zX!tNG9xYxov)qpxYYGbjQ1;Vj4faio+%L7_%+Em1Z?Rh^V$X3k2m z?fJ~y^V1`Tp_>u z#HH86#6$U=N0F`l@qayx=Gj`7{Q9`e?HUia!AD^13hUPSZuofA$otI+Lon_FvXC?Y zm-)bUhA?#9`w>gT-yP?;FDuV&!dB{ykBq^j4JwN8dWc{d)ZWB^5YZ%^q^aQzUrMeD z;#O9@@zKVn8;DA31FQfH|^+6Q6y#Vp!~$#kja zsge3mGQSgsC*SC5e3;K|!TyODM4#n^)kZ?trduVC=FA&dS0kG zbfKkKk~HrQ_O0%hz?@Xauex(*6KX`*na84p}M_VNxaI-awkGj^0GQNEq~7_>)6() z6RP~9`(QS-_@FT_@sE%7$sxtdb2W!K5%6zPinJHJt+(GJr8KoOGeazd{ zG+{_*&h$lb>Omlwcu>5Y`dwFX`x00fzpzzDNJ-no8XFQOzeox0(s$-I@7zPyQf7~` zkx2)GhX5Qd@fKIO{%Kp6kK@Boe;`DC4df@a3rC(5Um?H>Uke-LJdLj1XTzL=6pXFu zl_Ux|x2cAnAG*7N^ei~W0HdWfp3K?%H;=}DW}KH^k8dr;uA-hvjqloWoDv@?^z|ll zBc31h*Fyf_)=?RJUSrHxCn6|Wkb*7a@Z+co@j*^AWuD~GJJgG2U?>5DV4 zm@4T3J0at1D}H{CQ%NUM?UY1hbk5(Szr-9o2K%|g9fE26m#JXudmTd_ba5PtvQ{KtU&hy@`+qY`TDZo_!inL}J_Et@PRT6M0q zj<;1C@9vfLeX+A41cF71ks7-Svb{^g{Q(_)?i;C54fIcC2X?ucB%Y3{=sbMru~JU* zqalITm&n-R!+f8nQV9S>6W9_KTZI zr4`8dIp+In0kUZ?c$x!fgL-szI=O>Fme04HzHxuTL&_GM`S^gxdb6x@pox9AE@xE0P{SAOF#|6nXqP zHwzh0(0{bugvy(_)@})(sv42l!M*D5BKSO-1Z3@pHRsS5u@DCiOCZf|pCdaw37DGl zp;WgcS!+Bl_OHfoOy=u=c zOHaCRmFUG;336r`0!;5l=k{O3ZO zS#GC2Se4VQHG$^UB=c&cuoCbgJ+Dub=cc)>e>74_z!kzX#-UMA=RoCW&0*oH&$str zgtMJ_|IqAP>$$46$5=noUXQk~rY~%s6S_HO=ke%z_EY3CG9Bb@Wx?!M1@vaZAtYc& z`racRAGdZacQA8zS8=&H774ySoUO2XvAtd4=02EOloKF*(lpqJE|8{|SjbMz`ibq5 zbtpr&;%GKEdvC8Ad1ujb<326|qnYNYK-@@L&{%J)sw=3vYh-$lkkp-U|9vL?s z_otyz1_ulqZ7Te{Lp>=fF(WQD^xnqvMgkMk!mb;!K!G^Bh~YfA;iEaFXs|5w-Iwow zx-jc2%Sd5*ba&{pO3Dnn+BaM@grW9s9*p+5eN@f`Q^Y)i@F)R$zK6oR#({F|%TyEA z=AGq;bqtNoSu3zN)ra8xDInE1!s!401tGxZ5SBog>bt!-HrLP$Q3xW_?Uw}&$Y-+c zF+}KF$)=x3HGacb{=vo-J;klhC*Au%f z+~b)fPSvQHL7F-2t}1NECx+kFLPjy5^?wGv?L$~TyBl6KK>_fN+XE41$%INEJsJe; z4bQP7s$OSc^Js$PlF8MT>v25g6@r`Q=75cMoZJJyxnoQ^AiB*|(z(k1NQ_?OP_7*+ zAvL=ywaIA8jHucresX7(?CDc*1JZ`2$Ke#c*nFq*SBoD1Y48OZ;-&UdT1H-!S0L6; zz0Xb^$Q9k1N0Hlb|(IodBQ^{W99Kktf^QUS&FbiE`OV7o^7vd=o@Om%<1 z=g^>4%iwW+qQ(B`E^c*S!_TiV^!wra)g{6bvO!W^+fPMLdtf*kpxg6sli06$7@Sc1 zxc$xpAEi)psE!YSo_^mwtPp!tVoZk|P08JK`?|G9(Z%h9gy7T7##A}#&n1Kc(vJ^9 z0d;aXTo(OEiGeY}R2q~Dgf~cX?k#;V@AG4GsThY)Wqosb;Wyb6PM6XaK8oM^e?5afnXH}Ii7`f1f1BZZ7msyy5? znG24lUuEY>zx<7JE;JOt-ZXRI&`vT_kD@G$h!L?|*d@njWE~1*;afUfvrZYuqLoKJ zB!3x{Z{;#IqXG754P))7RbjbtgJMQ{f_|u-yA6>!LvSeUi^a!c*^>x-&&EEioeh4r z75pfo!osrc+se)3PV{IJJcsvy)*!Z>70}h7T~({)tkq~VmXfJ=OG6ES;gCt7%$(xS z;J^bwp5zTg2ir^rRp1ld@z0f7I)NCv&VMSr)l}ID#EQWTHgD=`%mRfVA<$`}8w@w0 zIVp0=hPbK{Z6QFCFkf6pQA^;h5)F?jK(<_Fuy&{U`G>3^f4V9Oa?t;y!`ryHXmjcM z9mc^|G>OfccIO^v^p4_A*ce&cA-ab5+!SKroo-CS%m-J0*mqyf8hd`=fmP3m}j2SIXRQo%;Q^Nkg`Mfesr2VByLkS=J(%ArGx3e>#1Xs{=q++3O>f)vzLFJk)Kb3R_aLw3|M#jdDKgVBO9T;oI zsuyWjC2aAQUxUQob+^pLTv>Ol=-!09-$mPooAxbv?P;kj5FFvc4UgtpE?rq}PUcoK zt86;3=shi(?I60v6kV7P$F1Xs?O_HsaTiq8vcZK{^LgJ>;>HH(U5B=GA0#+ki~q)8 zX5E@SCpzQ0q$(V@<+`X1?f-jlmwQKK4RboSrmY<}a)9JE2D=CB$kzi6>~7|Ep5vN_ z(6J|t>TO~NP$j;SySDKZRu$UtN!IceZUjb!&1?I`rTs;6gH)q)fd2S;nqTA5qYhREZKHfq zxKKLJI{JQ^*5{SUOTED%SP((AwZM!n!8=XASm%zEstIn2+FizwREt%m8=3Z7#_q8` z+t`bC)gn%o>;6cD#Rl*COFz>~30~H9{#F8FO87Fk$%^jfT4o5Fb`u#lL_20<;V&~1 z+2`-%2vT|5j2h+TrtEo|Vi6bt_wLju(guGAXW2rDD`fw9Z)q3G9i;^m)p_qt{LzO! z1+XPHnyWL``L*^>!LsUla!K~7Do}csBU$VIGq=I5>iEKXeIBbteSPv5QZAt z>MpV@KXlcPS!VA&iyWck{h{t?npCZ`rx}(~gVrH(YGQy+3t}2~M?%xa0ZyJr$A`QJ z1hd9>F@E5CX_nOWemZVBEd^Dps&O}@7j*%5#rhkmP?F$eXY6@e*D!AmM%HKK*`J=< z!}4kaffw=A%s;-YEWyZOv6TOZVvfvTShw49&b8}u| zqz}S55ZTZ#Z6_Hw+kMHlj1>%3TH3X`JIE*cE<~w@wQt%kI=Lq>0|hvUT?E#x9zjQ2 z>s`&J)iYYvc6FWR{2$xK;4WYI2u=Uy!bxu`T*TBCFVHo_9p@?s^?FEZ2j=@$yp1dG zd{cbw^lR!Squ-Wy%d`!zFm;0B8JzlV;N0d?Lfzx0Q8OKG36X4@sj2|Oy9COx{jlMo zy^i1XSqG4R1vhDsB24EE{p6+D6n?a{8oU6N@nLj(AyER@WiUimFmrEHIl=p4q#W9? z{CHaFuSCK$$Nid~0iYr3e2XD0MViJ-SsHxN@LQQ%S{hWfa6pcH>TIP>?5tElL1`zz zlMkJA&C8Ictl5Pp1F!i-uf%Ut=pQT;;X1~xwqaX;A=%7 z)gJJZ`$j;K`31rDgHq~_QrU~n*Ryxcm6`z7qPcN7Gt@oh$BV-KZKHPuvt zJI3E?5#_K1KLxrPBG5{oY|c9{yX}~`KN<;vV;LdGQ;vm0&D#-f*Y|qLdc+EV z&9$~Kz~_CRrx2fq!TMe{ zF3-xEp0@^n8NNsFy%WuYVg4jV_xy3+!7@}n|I1!P_X(Vv5QE*8m8Co4dP?wRt?@=y z@i}q&heyKx#k0+gl*)HSf04H{y~LAEl~)O?%=xnFq6oO-i(u32Nl0fl-s@XjLK zzRY4l+*;|s=6!Cq`JgtSi#^y@d3g^yoBQ~g{Bfp8cIdBH=L(@mmodwhXUfB@p@wLu z^v8eMSDJ{2yMWeUhxGfu>xy&{2TTWt6tmFzf418AybXy5zGISaUIr%9NY78+=A6){ z;Qcb^68!VBoCP}$6@63m^K<|B>~vPJ&`dGTJ*?T<+UQVejOKgqdkaMzuC`OflxlN= z_3yy*zLlmryld7;bgK+<*2~@S%m}3U+valhCR|^O&KLBG0XT{NPzg)mDVtQLQQXrK2qvyfBEX2`B1Ofpl(#eYrLMv$ zcm~@ptB-;HwQI?BYQryo(Trvs+#_4_QGy2(jab97tB4&$_$wU z%sK7(%3k-LYb4J|K?1~-9c+!K?IBopZZ|0xB@HgAi5 zq}ii~mLGlBKzmJj>&{vY62CTbptI5T-mfaB?N@pDKC-6Umv(<6`@Kd0&DKf8ZRay& zU)7OBr-JU|&{`}0y6m)gmwQw4X3!r*HxYpSlJGk7aC}o0Fgxj{#&XF=2fF3UVcOg1 z3~{zuxjMHhHna8NaF)vDzhv{p90o)07M@K6woH8SBOzriQmimdNmI>5SeiUp-S9BY z9i8rftpvs5iV=IVP`J`SPL4Kwtg4T-4n=)4N{FGh5DQ!+vi)w=puF14q?Gl^*^p~s zdz8Z1V|f&g#Y0Nck5Cs*vlsuHVzQoAJC#&P^G zx~oRn7Kclj#0lZg{(E^4D`QvP?Pgb(oOHvdp8scOy$2;m7$Ve}y>u-*s~IQF^UQE+#`oy(^Bn4b&>H zQ(7elJ@@hj|Fmt&koCv&Sy*y~#(c+ob-sHi`J@>35-P#8ENfs5e^%#p6RbxYe^qCm z^4F0-+vQMBx;LE&?;`GJH;tz5wVM>wvjq4=%lD^2+7F8MPMKZg^rQ+^h)&sa7hqH- z`Y$RoYFT)i4S~ub$-HKbjb(AB27bZE|A=oAKR3Zn5U;pzhJj@4^aoTvk6ET)>%Nr) zXp)U1f2L&LhE^wLkJa@dndq`%xR}$le7x;ZGW^ki zZ#Ua)&%+w6N7*-NVJ%;TpSbAC4$h8qI-T%A3Z zq0Gu;H<-|y<>Uwc+E=DEnHzF@y4hoy(?3e@Tfp(__@l4mwn!Ewz7%|j+{?MI$u$!D z2w^bWBR5@#Oi$Bils^=E#0C6ilg&h5nvTF9z56rkrFn!MZ`;6MhC^niRBzP5L5fLu z#S|O%9(E52pCQR%gCjnPthJCS%bRiDMQ>$#Od#C+%_uRZiyI$N^ZKQ9GC>x!kvz)i zsHHH__;<4(XA0))eRFsh;wlOr*bSVf(1;JB#*aikcu9XDN;ip=h|?9>(&U`{@I1`p zh^bQr{<{D^d0OKEf{K4pxk=K+OLOVJq%8UW>Cowj>;89AX2O;7YwmxNGODltk}|4a zwl893HUE>8d*s{Vo5JU2{g;&AcCk@~6Ani`;jkPf@LBvD@>W!M>Q~Eo@ZbRMsxh30vI(mjxMhzI8ZH!Vc zbDM9T8_~tgv?ZSVH{Sc4Gco8x>B?#Hu_K8}FI;JKmutbH=1B+1jUWElI0(@#PcHqL z4;JoJIf+ogzL=w4Z!J#u?{P2cTIdNlo-|5;!EOf!+&NC6B}`4)?4&;@hC0qgaGwEN z7sskGFN_C{e+?d^gs!V%gecJkdP?({E9Tphf4WhiDs%WPJxI%#3+Bt`HABsb4Dkmp zCC5IO$ooH24jmYbzj~JyL~K&;FZei7Yr1Z%7uIYK?N?_$yA78lHE%d40{R!ISsTxh z^PdDHbE+8Wr?p3B4%$rGd4DFX^)G4rk65VVaJio=Qrznk9PnVuyzQ{tLeVzp*)HDS zUXzRuJTv_?Z8H;c1u*n8CsB&uARs=q=qvxi4$N?Y)A_=Rr!V22L4)+hn_-sI-ERK& z)n@aqeS&QJ%;`t0VKLM_uM$=arR(d{>A_O?7HXx(nt=C5uY`UKbUB9cBJ+hpLAjnl zSaPltV=}MQC__lr7;+G>7RV4Q4&z;-6$#@N^|wROJ`Mi#4lz1TZj(~#FZhNqaJs#; zbM4d~Qc{m4#J$r1J@3V% zh<6*|@HM>n{gZo~z%In=)@dvSwz3!{{&OTebjYZK{vCrTgP~aujZVwsI8Ba9RU?CT zA&r^#4O^DnCUnm!TWc@R=BkpQ+0Jdf(}D+Te=mpnsykhkvUbacI9mW1V^(G*e|NXF z_p_Ev35{eOuQR~`7|P)6jsvMzxej{Jay0?EQ4sJv&R8F~GM*5tZlO1)L9JK?X(Qh^ z6ZJsp%m~hH@YxQ4ErkXMKWL;e1k$(CoA$SYNSCpFd1PbgT0uI0j4lsDpIfmtZEM&P zst`X-r~VRkQz+6YsIN80-W&!FwZr4&UeY+&Y=?C^Gg(|OmC;2q3(}$pOp@Ys=!ihg zekIB7ncu}~T}b=ssN=AKk0>f7tRwQKGqDeoLjArDD26}5&9B6`LgthhrltLjtl?Nu zkSamJEE-8t3Tz7Gy-YT|YHkBvn1o_h3dhjkE3Do18bsfW*rG+gzO$r##NcN|n3oA1 zo*dPBu|e;S4_ghOB)u4g;+!2_gyIX{xK6w_Nw?+MzD$%-^nkY;`DL;T^Uy3d!`}qO zzOM!%mwaYupk80-?Y!8%JWWd8UHuQ!5Z8!5zUuhz7eSZUxx9lSe6qz6Ip z=LDNB6!%mdgGhbvowHzBI>|q7|C=mB9RE(gqx1YZ7lWY77H_3*J&AG=_xca}YHMLR z84{}en1N4-weN5t3FGjuRdlqrAg)kP81t*!Nx=o~mVFJ@Oc~;v0IN8A&Y6^4?nK@0 zwLCWa^}eO@-BChaC@#)7SFGLZ12@m}6D+S(V!Z_4+4X3uNaQPl7p0HA=-v8t?+7_AD@$E=H$8LFvhgbl`XO`XFzyC`u| z73_?=K5ip3UsUMi>%=L}vsp18M)eYsG-^x7@kX~LfM1Cj4gYcF&3W2BW}q|QPMsaw z62Ypa2qc6RFly7jkE7_p${I(W4{m6CB}6{u`b%{ZD%o>_{|fBc9eIg65sTX139GMw z_aEUeungC_EYf1PhTOh*BA32dJOOwnOvlNTu{KHYdUs*C#ymV*wfE?32i6!;D@3mS zr-^HJH|SkkVXq)&eKNJ_hr*Zq<?lBcgvx!<ajP6#Sub83E2;@h)J*H74lqtZqkj9&@*=WJVSAq@PqMJF!&XO#~ zYl_kSKE0@8CV6%jxADGjoKzU0L!4EUqZg$M2r9U!bxc%`sm&a;1cWxlybE$-Uk>HBIv zi2AwZaJ!K#vU|>00h@9dR&gs;Hn)sPb9)zk?(xHOjs`)t_=YCbFI+#bIt`p~i9(};n3U;o zVherN;9Na;G-QPdxOW|%Fh%RmLZvKfo2Ygm0K$iG)0DZ(iM;*9%0l2 zreN( z>6)~l1|S`$FWaK0khzwCt}xV%lv5UAobtkySC>ZhN^1$qf`N+~!Dfb(&hcjfkgGUY zoY$?jzwNC0PrR!-TK4?t!TswkY5VDv>vNR^+F0+-kpSPJYflC~RQ$*(xhUP~`rAl> zu{8;N(D&~`3s?X!z25aZtN{=Inyk!_pix4vTKa2^^%n`R>@?APw>S=bA>D8<%m>;N zZ=k(CLG0`e#3%L_0CZA%=|Rd5gdFXPNP?^lwTaH{sqQjdrK2L^`s==UXz3K&R3$Z_18@V z!!j1;vs{#g12t`fr!l?V2NowDNh7?mteGt$ZqBo_Tu}!Y58b$8((;tXi7hcs{Oxj40fabHcip;c!r%b#sx4r2_dAuGJfi1L9F9AfvSP-$X2jBts#)GkQU z*cyFsKyPy+nlpgo+g2-{ z`IV%yVRV&$F;0->GbVROGQW=O<;u0!`qGeA`G>>~cR7?OWka0LzMz5L6gt&LHPPA4 z1HteW@W+rZzZX@E3*Z5(?J}5IlUzYA8O&AyK`n<^nmy$6(dQMdy-{4blmyon$ZicVRgVmp%drb(&wLQU17KgDXVn73IY$`^qSg=jnFU8)3^OJ;cq?<{tS)ly>{tc4D;A_}3Z4U*T z@02R&ld}iLhmZ`<$9B*TA-wYny&rX71hS%VaTtwD?Vs!UE1zA6G|~zUpPdACI_ODz zYoGr(EV6vsP z;xGTa9H+tP(`&e6Fd+&eB2oWeZyVcfHIoxDF#*+tml$9vGatF-b|(i={CA?(No&A} z+%dvL!{QO>sb5`!Pa^4Dq*N{t#cZTpmN1-5&HF`)lKr%-@v6EwBD~PSG@VAGsQ)fi=oX1?=_L>PrEF8DHsGmCf2)27iC@G z7z6|_-KePJ7bm?TRxyK5k^QxOnV`4v$f)M&C1y+NbE@A-N59hiI6B&1&$Oufle$&( zDmMTgg1=iseg2h$_L;lEZ=rK0r7dHOYRxnPxb6LzOReOK&IPp;Bx3vBGOoN$J&P z!~CNsvqI}JXIu6uL%w*+gBmB>66DIZHMO-ni=O)Yz~kxJqg_l;-?})hiA3`TFmb1{XX(t=~DBw`wv<1EDV||m-t&o3ILun z8Gh;#EkhX~n%&3evgm+hp2o5vqMX4H_c94?;NkdDeH{7g+o`YxXF)f7aT}WhHxIg7 zuz4?_GbIyb|3ZEpIKCPWQYtc8gzT;M*RSM=B{+CB#%>2weooGR9RJjWLA;~duuex| z&$egj=9k5tgMZo+Vq5DE`>|P%FzwM$OI?C*YNCn4WCzl_21`4r`Prq2Pfde0hk$0lblv&UhHjz)T@e7$+sJPL$tpSYKO${y03(-F*PzAn4b>58gN#B|oWoP!FJ-8|!tr|Gb zs8o_|_L-c85SKKZPAaTC0}BA1z)s)l9+O$3MS}L3vDA6Uh6?@)&O*C>fEcTEd!%v# zi5_{KYX!y<$$_US5-uTLayoS8Z5oZ4lCF*hZ^*PM@U&v5q#$OM630{W<0+tFOBV4( z(=ZV+C0HF|hqC{8ERV*~XBp_i9q9qbRu70{Si+G;1-Xh15D`ZcT(UQUJdT0e;|i9! zI6Dg9q3irMu(Kp&T1^U%aj$H9clW|_Nz!CP33&PA_Rb9idT|+o1!{EkID=K+V?E~c=5C^_LHSWh;%rP@sId?PAi!S9TH2Jr~QI_$ouz_n@nbELN$*64Y^1IraX33 z1s=|eTmj704*m$_)=@0?iP#uLKjkg^#ehLNi4)iLVrD?V(*xSHCQH~q7mhtZ>&8C4 zHRfeqt^J?32gkJd@*Aw(l_W$<4rD5L)RdNiUB}6nza41j&nI>6&Q09B4j*R6dD~q_mS<7}hzhj^D+SBi zX)$6}=ZvH~;5J{MKves_t9rRUpm+$#9R!}7obG~7gEGV@K6qw@HMAGq$vPu=0s(Fn zq17qpg_!YYBy^)_NWo;&R2`j0>R|i?#YtsFaXtE?Il*a=S9g@*%LOyN>*hg(R8(vq z#n;x|4(-%xr-AAjlg(rJnZ8xptO#-CbknbWq0-XhGyo6QnNCacs_Du|ezo)rX=+B^ z4SK>1q=)Pj)5T;K`V?Kn_(+aF#!I@=Y7Iubjnzy@1zUHG?(t=9W++|{>7yQ!I;9KT zCoOAvCHaA)Uer3#df(3J3rn|?Gdd90F#F{W43DnvMn^e~-iSI0Ttg3!2p&fIJf?X@ zm?%)SwwPm|tkc?10M%;LDFF5Bs>U<#h**8{7uK6Os5Kr3d{fNa=7y713v*SlE7iM! zbzev2Sdb2z-&aVg^;?V#U0tIdL+g6dnKu}zVkgZ8@|`(aus`)!J#C!4E#yJ z`8dnZGVv`V{G?F~cA8;R;w1FAGGd6*e%itvzdORfg!A*|jAQgzspaAVR!ZyIoB&m_ z&o&bLnT>)eAb(E6Z{mq^^@<7&iN1d~7Qh{c`xb~Y_APP7Z8afM0Xp7HaT;SKPUL8U z_#W3X#@s0pV4WAJ6n3Pj_FReTtl|V(U<{l9%Oo`Ob(L|+HI3C5FT)gmR(og3`G}#; zYBzsr6{`CFIz=AEkgLoit#n+#2z+s6IQJPXtXqIW;mfP2NASqo-AaGf(ZK?U+TJ2> zuT2aAZ%fN?b|^4x`$WHK+h3eU=wgtbFLr}tg7R{d10iycG-msKvC|GgHDXi5+(#;bK{xWqzP`0zue zrMqoyk9;pu@k^!>1QDc)NP33sQ|AN>42>DUai7`7@(V8BLY*h1cID*jrR?iD@d}@p zv|JQ|Qn&Msj#o0wd$EiF{KL62t(*HT=4I6MAX;k^q5|IeZ3Vz1p$v@M~k- zxb11IYfGSc7t~l%8V2m~OWc%L2FV{`qRHRu`KBa)-@JCm#ZH)Tz>-lFJ~|9co@Nf+ zkW@c1TS1;e2ZrP@i2dO$O-_83f6QR#uKaF$O25~ES2LM&9j7|(Dk)kDvy+dHiHMD3 z$BTH&mvkjMh$a)l%K+}|99sRJHV-B6>}D$j+j?-==PtvwX|Eo`59fmKqc^se&IS|L zjQ^g{KzbT^0o%RJ%YEE)q;b!6`hG$zR;ZsLVb#3d5k_P#qbYVi!MPGg(F4+w~;yC&be&V0YRv(M`2)vY)U?E zA8 z6N1Yvy&d`UoH0OZI4e(4ew{ScwSFwR}!JbN+w)bw! z#%2df4wN2enoycIdJM~gWWU|ACTD_V-|EHSUOI?1nzXy z_PU8Z#?p%;st~*xkJw8D*(s6wSD+nlOoE z0jLH^Wefhm7=F2~n5f^x%$qkcL8lm(_f$&xV&4?@=hVL0hI^yrTon7;^~O$fqB&`O z-Jj`~L3ZZRcgF9T{;T1!VS<~dg=gy<9SY6$n<&*Ymf2gv-b9zi{NJ8bO=o~{DIO< zlQvFZ+02gio!gqv9c(I&^k~8XGxU{Rr9E(i=W63BauY~@R%OPZT+=p$SSZ4&{Mk;| zkulsKLX%g?qD$^V(GQ)tqe(y1t8nbQD9#XNA>u7iq3sAB*67RLaA6{ljzyVEciIr_ z-CR4JZ{Fk6qR%Sut3yw7gb$?n3bZO>vdS||jYlX=Ai==1W- zS2*{sV-muQc(Pu0(-fpCS7Gv?QAEEj2e-tl{^RJ6QSjeh51gmEXrv zuO4P99>jREz0?LUO*zy}uek|5toMyv{B>^j(4*Rw3PlOPjchzU96n?}9-C*!T~p%& z+}m0xJ2KMH6|WtMJAA$940Uu!lxuULqH3aXT*&8dNK(z68w}tLXsA|~*7?-h$N@jR z$Z~BhzxWdUoq9c#C=GAC$yI`QC$1pd8UA>eo3AgiC72t|L*{E8N$yP* zTC3Lr4>z)PS);U^Wsl}Db{(vE;78fw6{$PpxXg0Q?{_=O==(xGyhe08bNAjgzkzz$ z{B^eMJ#mxXcW<^v%Rq|?q-Yke!lQ!8y39zE$dS&az%-S8y?uH)Z(KP(BMm{j6i3 zb?mc_eKxSq1|kKFO0nhwMZeo4nZ+OtLT@wn5mSuE~8(S(N<2|7;SrKXVRrn z9)R@$O|H%nu3~d1?ZP$yw(S8e(*H%+m+acsGfBP6KfkKw-X5Y-4UiBZV8Ux4cz^DW zO!txgCTDQc>2BHHb~X`Gu_cu*M@!ne)T}rfqjd^8=oy0wgtZM*S=)`IY7}I!j}YFt zk0XLWZ08iz4Z<7LZ3HiLsyz0PKDhGguBnk&m1+h?Q?pXsKrh8)VPIk&QcM<;o12fS zbYa|KCQ{5MGg!UE3(DQ{Udz{zwco{p*F&`_7Hd-Gm)J=Ju{f}7QlyzQc=1UK)mU48 zBz>hL92T)k2pEed>L?~VMQh=%Gkz>TjV(>g5T23cwwU+-7Tc4*G`uvibu==7ruIIt zk~BD#wOx8j`_MipTZ*hI5Oem{xh4@n-!V=MucTL!gh?yUcx?qKZ=QBM`F0L z>xgAa)rV^$?dcA`?~2c!68lla$HTWhT^cZ z9$AeKjPIWk&vX8Cx)b|_Q1xN`-G3f%RddqwXk2;cZaU@^_gPh@x6g0gPsg0$rsv3< zEf>MLK#w`W)l-$3ogRB?qOGNJ9bW$YwOxOT*LaZQ@WG5=u2N$62sEAKcc+?fh;ffd z_3XBoYkK47&v8FgQ)+hO^^$KEl-YQ@z9v3o$}}1kml#A=vm+4dd0t}jcVFvQTl{`R zO69Ws?4G-$=iR1MbpwzWH>kV}8JtBaay_8(Bq~Enf+certxSVMKb=AP;{AO)BgE6; z;%W+itF3ZN1^$owI*BjKww?>l4h{9;Wo7mcL$V6pQ`Iuf*7k@HRjCmKD#G$qwJZ^_ zCpObu*Z9b679lrMBdOW=FrsIeo~GU(&sKYmX1;0ZQf9n^YJIAj_D1Nor>-UaZ5TUm zH@ZjOuBhgxYJN6bp1S4LthHKR!r#G>vlVQJ;NBeUqr+DHx${g_X*E7uwWQK)d^T%I zrQP&wH$B@;&vuPf@rx(S#SE{GUCJzy;i2kXeW;?<`n_5;rD)cYO0%Y}wCkSjx@WuY z*{(B;tZh*8kOwZLxz&ZDWp}T)^3*O}dsANOF5hR@-JW$fuDvu}K4*&CTa2#xcjf*Z z*T5IlXDy>S7GWF?hj!#LY5*Ez@`kXCSjmmZTP_{vRc6#09+9EoB^nui;efp9?`%d! zA;O9DcLcLWJ7`pd-%vdwMuWc4sZk_Ig4|I3F3^*Kw6@Pe?aycyodV&o=O3Cn3yFTvs2@dx5sz8Oc3!^-r-fsKxB2@0|DFV|!I6<=$cb1YAj~rYcw?**BW*A?ga%p{W)p*O zSPcJ`*=Hd=Fb^Oct1lnq6yaqCg_U!lhnB-Et*V(?w13&$6DM`Ip1S(-meeN^mJ26!l4KKIF>^n6vV?%=Ibo9a5&z)ZkOe;gT;O%MU=@zh$n< zp_g(prW~`K_@WQnl<$7NrhY#9TZnHt*8K5Ps7#UEVe%5tgtTV!)=JZ^aq2BX$kw_9GX zc3>iUy=@^tpV-u04=pZiaYOx^ecspy0i%#J?{kaVX9j%J;(F8T)ea{@N3SXLEdR|v zZe58bB0$^C>F}FNl3kLu$1J_!TW@7)&u$2UaSvVg`w;rABC%UZ*sd0-Y^Ff~ z<`{P!2!m0p2&Z>+zw5wfj2m^KZk*pM29KP?Fr1)09y)1dXGg(`=4nYdu5^Iac#9{u+zjgV zgvD0-E1{`Lwf_p91(s)Stjqkg>$Qqq;Xa<5gkQAc?gGn;Hcmc)Z;wAf%hI#IB4=#? zS^H;+>mHyjxa$MTxBDyd))JM~d6rmy$<{TxXSOJuma@kNYmv(OJWE_ZTH3;WGm!cH z``6sYvV+eO*Udv)h?nJ4jEj7hQD9vs@wR;qeQ%gQ*L||jA&i$ppUhAZ63k}I5X_fD zpZx%T=Q@n%v(2UR4!ho-H(ILwj;oU=U{y3YQM)IAR4hDEjjV2VFP)v=;-E)?{neT@ zALw>-YZvbVR}42Mps}wD7Kx7rNb2{Kb7|MDOI>3@ta>p#bo#hI!$rY!E6iQ$;C>B>*%{?r>%i*(9* z?i}RTl;u%3Iv@9%3#+-SmX~Vq57nRWR-IE8=Re1krHQ#UrYv>1G`Apf%_&PJ)>zT7 z{nYr?J}C|u?E`nL=00%8ROi6c{O1^Wo?C7VJoi&`-H>zOtMRZM1J_qt zqx>V|41oL^cqbj|soogu1Ng8XYOlpF$hRR^qT8Ing8k$*&CnG|)dbUcJP^S@q z{9Hodu$dwE?Wozan!Bohs)m^kGj$K{YTmrR&!S^Pu2QTtxwhVQf)6)|2>1D-Q~C9! za<5!^zyB&L{8(mwe+VC{^`%;$s_muPUaD$V<*H&pGNzEsCS#yqGv$VQasajkYfJyfwnY}NWwtuNK^>Tq~< z*pJ_3Y5)zdR$;h7r0D1AySVB#`;c!FIiNxQ7P@AV)xOPThYP%v`+lXW<*8cV?bc_n zLwjn6_G&uCN3Ts?orQ~E!v{CDklS$W+@)wRP1$L>KE*&m3x?`kGdJ$k&bXwYkZ{ zy;DvD03eRO@YpL|y6%QCaa}lXI3pVM(8Ke7&95c(rUh@@Y?joGkkYRiEhEcrg#=?g zi{I7qyk38gn(w(7XqeUh4TsSD4Ugq}sFqJnid@ybRNX@r!BLhfgrcfT_i%K4_AfDn z<}YzB2&D zTfV28QaOSTvmW9Ua3(SfzL;#{f?~c`4^Qy0J@3MT%ilaS4k-*e8}Z@Y^AeWdj?-8f zno%?EGJ?-!)$96??=c<8KkPCP7Powb!}K)*a(r6Db$;IHl2_ydf08{rI*^g)ZZ|7-qAB8=EM+!d?XMqI@1BE)fU@Vs{RS%QMBE+he=^Ha% z#zEN!EJC{Vd!Pv{TdK@L$?&V;(@;(qd;;>7v*WMi4h@+pKT%ffTJqfuow z?pWIXAGE_$J9O<$dFxrWq`pgymeaH4#I?7ki`8`KQm&ldVsyNk;?Tu*-PIm-&sSw& zNRZ~bq?8_TB=vh~*Y6*+-Ba6j?M->>Su~{5a=cpJst!-(@N77kRflKGqMfXkU6(%U zw#Ddoeh)fZO^2tlShBpC_FQ{PHOrQSG`A(~dC!*wltefZOF7mKk#%3H@_=%>(LsQJBC<<_6hNcO zJgU5G-#Pam3x;zCY0k@%-jVLIQeRuz@gKC)Q#*C-O?m5CwWP62|4=ciE~YqkvE8yM zE$^10+$`nPrGM4tigLZjpm#)1j zuRY73CCy!GwA`L8H?F-k?X0FtmvZIy7Ng_d6qhcx>o%2t!Kpbe+xDOf4jr(VUGf6B zD;D_Q{jQ{8sD`e8>xP$Z=(?-w)~P(n+3MYF9=vWxtLfEh8Wo$(7OUCNrA(NHsLag+feFT?k*g?xpLx?y9JsVDD)#=@G58M8i-LLYl+ZKDZ2)_nht)>%K9@N|VbL%N(Ieu;D zZ=T<;^NRmr=+?Jxd+D~WyQ*%T@`kW>;U6YNz3!#zEYE~m4vj{XPzOGQ!_7`S-UzhPfl&$v zov+NWy`ek@br5LiY&({L?2&c3LJhhdR!if014qdDd3@IoePHBh{0F5ehR_eQ+{sa# zzDKX&T^WGyXOH{cAUmEEuLvgDWh0_BEl%uwEd0*DOF4=q(RhVdJa~$gEtSISK{k+= z4s^ZbZN;C=Z~37I{7zC#I<_GsIcss+e|rpXO%Fi3pRjJq`jrM?W<@D(B9^)&v2b|wexI&elh<aL!L8jh!>~j^&RTt zBdSnQ6^}jq+0cmM<6b7>U?z1hdURYN>iP{1K9_34If`)QVmlBWU3rnZL)g~S9|)1Oo{?c4h6 zbx=&%lLFaf9?xe4n*@{niFY&^(t9*Qg=Q-L)Dcs6$k*(kP}g1`I4iP@JY5Js;d1`? zV;Lyc8K)1c*yxM$0n}H=z&xepQCPd|KO_5Sjfmb~M^2MgIZ`K*R@YJOV4X-$(vHzo zwjbag+~f4jMsm{{Chpz!z2*bps{PYXkr^8glt<>6_h+}zBTymVz4rQ@4snl^)Ndsf zhvP%w8)Q!r6h58i%uY_PGcDD|Yhmj|Bx9O|_}M3GU2oHzuGOX8&epcU93S#EyKUPx zK3|JOr@QdgiwVi}D*IF3R&Tksq%Hz>P-)xck}sRqjYxvOWv)G|3xOg!);=fMTf5rT zxm4P=;rdRACkS;JW1`{BRiS1x1&u@Y$yHmC+X;iyLH_@+0 z2v5%xa1NOVp{$*&*XP2Q$`o<#H#RvoDc&5uW*Hx|U0p-3G6kD+{c~joH3#j%1C@86 zIcTAJiZTZfe9*t#;8OhPi7RrDgkr%|`!^I<=GfzO=^oPMSgkn^ z>nE+(tYbnQ1)PPMA3%5vHdZD*tya85zFAhMjJ22iC0~!#eJ{1^vrcavJ-TEoQF4Z# z_FOT?OJ3G;QkRjjO|cwVU>DSvZF-WYKCq`Cl#qCqjGepFG$(dE{qD}vD{oZo*IUW{ zDn>LutGrwLMwtJt>$@v3Q?l07fBrIaj-%!Qn2`^rRs?lP)s!AU*Z|!nUk5$#M01K4 znFDAOGG*NK-4U6o;T3>J+k~cz+d^*clycLFCo^60h5f<}l%RZCW~=6oXG*!L^A<1p zLXhF|oR>m47ov6j^_}vJUVnuy;&J`O3v`6UQL+lKN#taaf~;f}Io-S<8Zy_6wW#0J zA`Tf|>wH|sWKN59qA3qXuuim}dR(p^jjVZap+fdo-i}5y;d5`nDpRReC0nr2-`&W0q#LKKqH+Rn0luFg~=NM~2CWZbS=di7p z{pT1{Hsht~D#vQcj7J38%PQZGQIL>gU-K@n%Ndl_adui#yhrd`;?y1I^J~ zgX!KCGl7s&_XxR8X5KQW4}jHtc*JIYns>GgpL=3rrgRxT;SSI)xz4y;qQ^OOuwIlnDzEghgv6cilCPa#0oik@7y5wU z3LrC%&kZ_$$QST|V|EU&@2>}`bC{Cf+&q%5DVynLpDLKa5} z*2>L$^qXO2H$#kUTGVR2z6w4_uKelj zbjmYZ74lKt_yszagzI_U$l>LaJ~M>rI^QR~efN?>=P4hDe3WvDmlZd+(Gf+9^@2%n z-dfF?ife&)?yLET@fCQes)@kFu->zmGliAKb;*z0?Ex#B`Yz6t2}0&=WD3)*?nbPB zKEPP9)vzKcWrBQk*nnx^5}1ZYRAfHlmRv`?=f8Y1?U*LD&b7Igiwp7l> z$6XGx!(8C|a_3Kgu~YdAz}I!V9xnjzyN#UES%_1?UE&2Ub)XF71Df>nN}^2fus^%b zuuJ-K*d?RQ3JYP3E8)?1W1^-(XiwgHP7P|Af!jeHW#+fu*Q#bc@gLNmFb+TO`D+?p z;IrU#FMic#0mv8k)YWLUP(0K{QjHBD-3&!3UGhV)M zEm7@wG`1ZkyL{1Dp<~;XBVQoQDNokw$8;R>Wua`V|8KEtTkC3|PN2}MKIF^BcVW&; zzBazD2YMY8MB{kLm!rWCuGn%U!(eOXjt)+)4jrw&eAdoJ8Lhk$C7k1F$?i*NtXUjg;`VQsxv9SF*?o)!8dL&5!Tlwy{&x+xA z$QRsSl+new9q2KAb_6_x5&<6x`Ib-yz!1WmU?8S&Z30NTt6{WS9FH^jwBo{YilFWX zm1S{9<$9sW4D}f~SYeX<>@EU*p;J6f2*=a@z|-{Km=5Ma3R%l280Y?tQ;#sGpCPKg zwtJ{1Rn1Hlx5YYC^RAjT;GU6-!znSW)_KBVv7Y zc(=SnO%(CWyb;B(IW+fK%DN($=>bBYW`Flt$~`TCLD<7%Iv#TVuq$Z1i)RgF4FS*7AGh?FHlBUNG*tjegO{ z;-*QJhj^{Kjb7ad@me)?d?ULRw*i)F97o!LRvs@5d99rKK9Ed|dkjnXjgsLpkE;DS z4qz4cY0?h4YG^`lVJWcC9ue+k&ws`4mYV7B9nwX?0_G^)_nPus_B>Sp!^&?GO@2bZ z1TWiBS8C{~%u;#1Di?Y(Xa3*`O##bMg8K4UC zTM_mQqNpi*cx~K#kFY`r(Q!PrR@! ztQ32$xKzCzw>Yw-Ta=YMjhe|}3*`~IRQ4RKsI*sfyb$`~uRX>aB_^sVjyA~=DSZRe zB^hfci->~Pef3M2{HSt`T7&lNP);*x_f}1s(oZHDLSfrgdLkj z!2$wZw!g!0KnaCC%OPscV_Pja9}bV zTM3!|00Jm9!7jL->R(ujov6E6dD)elD!Y%mc(CLnk@wo$f(P&`vyVDIo@n4(x1MN_ z$|H+r=V4evdC0Q!q-8fxr@LRmTu8I?^a1ED`BM4vg4?t6;(%BwG`AptWF_75g_J4` zr&-xk3lPGnm9rx|faE*XOTN%ng%R~ocJoM5V|HMVViArDTiD;kNg?Y33;l%9k8>m+ zjq0t2J$Oav#_#q1;7uJ!hdp>jI3Sop-eB^+2X06DI<6;M@gjB2Sn|l(M@oO8LDfn2&3f7 zT2MUTqk{DnSoG`Y0lV=lBtZ_frXoia9DQ39&465027NO6XAH4ggufhDa1fv zE-(=eS9I82U`b(H0<+>k=mt?-*sVB8q1ytp;)rnA$--{MNeVU+n3Gt9^%Ca(-R2SR7SM9goXxDDUWKJ>B4@f+yC-Y{ z!7K~2x#M7AS;)&7kIqkdEYx`LZhbn9Y{@`4taryyAr;Oqn(GPcD2%6t<$6M0EU4lQ z+cQ0rBA3vaf^a1KA9Iz2VjC3U^wpw{ zg!2V{5Y+iJ$epr5jur+zcG&$D#rdJkuB0&zW;Ma6+Yc1Y3a7dvjAMVEs=Bo~q1*2x z%<=BzN}&FdF4O&2wM_5wu`2Z))#!q*T7fpatA@Vh*g*ziGPV(}Oh7#=G<6vFI0TFo z_F{p0$g}d}cTTa~3QZiY9j&dfyy2hnpxG#U)^O7B0NN)J=D_;|DfCL@SAx0uvr)Mc zO36mse*+cBn~o^SMZ_9XS1UAE8O|5o{>7*}&Sc86Co3m~dWy`pEW*@(7~*bRPKpv9 zDQ-4|!(!tY^xERTpSUyHrA@NE&ERJftV}ljp^k(dXO|m(w^8AvY=N{Hyk~1pz6A{1cSzpL5 z48~MR>S5t?m1J{*xtL!Ys`?=dOQVLmpWyZ7NWzXisf&&&E32TUbsa6zG#}EvMg=Jex(*q}~?8%lXbx1{akU}`9yiS_Jq??#N z>2M#Nn){*C8isz#aKtz&U?bV;_iQ>Rjvb#)w9O4AbQkpkgxMaAPp$-{9= zLxn@FI+ulo3JU>vol9Up3^k%4(j@@l;LVE1640R4NIx)yZ4PPwz8X;w=|_NYPy@u{ z8%S8dZ?u`G3Y6|;XBoLrM;V!olMl9Z!eEw$8WC;a2l;s16H!whAx<>i9_m8$POYlB zX&LR>K{i`Q*O;jo1iik_uItT zSSa_`jsC)8yT@|liLE`OsSzNQg|U(ul%ehhKT6pR%CPop&zQ$TAVj~>vwdqQza>?L zFb?barJBYfqL$s?Qym_&k}a-zl+i)mRP$On4|=TXGAlV5Wc1O^Z+Y}wuP==*16+N_ zpxc35qsx;yhaeoU{J8suQXM8(nuidPUjrWxi!6hB^m9b}uSxZza{43p`~DFgm`vGm zy_V6+_cKs&ViSwKg)j~qU)p1D`~9R)008KU#heA~hfWjR!<}C8qcy#VloKUVUUkLQS2*6v??(|qQVfLv>T#I&O1WX90MJx83IX7J zU^-$stWb|5uCwe3tT0%?o>gcnk1$B%*Mt24Kt0vG&T71z*5aKjJdQie29n{lj$v!y zIAG+?m#D=BSFb+wbQoNeu{2SG%TE}`sg@4bucjwvp;!V?Mzw{xcc48WP0H@walZ>j z0<E<3moFWAhz$F_78j2$TQ}=oT97qBP-vn;gM;~%2bra56U?DJ> zEUCXj7iEXe4-b_LYG6DIth65MZ^N(L%|#+`slg7Ite1RaEBV$L3Kv_6j)4BO0dF9r zyTHO|l2+o=dXr(`(OS88+jTc{HR&=|ApUY>o+Bn)B4qeeEvm=&l=tp`J4?W?*q)z} zyZ?b^kIT=OLtkE@`WI)Y{$X@WCde9e#vPXIkuEsUuYUR zT%{uqwCvtT+*@Q#o62#;yFTL%fE! z{w%Q43aunxzj7BL68vj_C2V~FtXv+m*;|}Rerw=ZA6Xxye#tkT-WxdU&^-$tqN8m~7AYNTL(2;o{eVSeQGrCF{kk=%y6jaqCfn?8o~Z6bYF>nWh%|^#g(sqmw3sH85h3#mHP*?f)1;i*BR`7W@C_O;PGo+ zcN>E&3onbqy35El<}A=d#+SgkUyh*FAH;jl;_g-%wI|1$4-^s1okM;i;Lt} zVo&sHJy@F)TDl&#SlP=})yJ|q2rZGA^m~ILl`tTdqJ<|-GMqF2=nP%`BN11aL&jj`1S+0911>#8%Zc=GF6Yi~Wh*cJB0rlw> zt4FW}U}k=+tkQ%g+$rHQtDeRc#?^0D_e2|yY&8kgqgxc=V?QHDWtkYNJ}cjm@o=a9 z{qj|snS_i*48F4DB2gb{zSSQ_v#h~3)ter9IOD6QMzg$n{gisiwer;8 zrds*&OB^-4vIf(i3Rh|kpAo+){?vZOJyr1Ucb$Nb@)(QXfA$ zEIYxAv38uU2TU)_Ngw8xzkHpB-&Kkh{*$C{R=#iapA=Djm8WEUS>4T*#qWsvm)Due z`?~D$x0O;l!IubEV-3X!(v5ywIpso)kh6woU*IMpE2|o~5^*F-*FB0zpd)bB&zL1(Sme{ z!}m~+AZ5Hre`~EqGn4>P1U1qtb6!IU>K?D3yBn%TGZ+AI0F{N^%T0UC_#SqT-!pua z8l&Z8hJU%z;A*J*+3)@LxK#~=sWDkjX84zDq=92~bu!m@z^WiAA2UjKDe{GJqmC4K zrD_?iJYTpV^1H-Coe>ZKeEnDq}sdV1xLt~;PMoT$#J%ePL*kS^K`#fszu@d-{WnAQ}9o z(HKz}gUa^x_TOaW~qAS8M2znw|_6cPl8`x?bTgNc77T&;(f zqA3DHr9KKo9K_$7v{D~M(;~C>W8X(bfT`R=QBuF>XS(mBmYMbM_i+3UO84o;N8Aza z`P7R5=C!h(+BsfmVd#bXcpMC@OQ8GviiIea{N}|eH>#NYGI07H-?RTJ#aKg>@%9ut zVAkZP0bh`A{*aX%tL9?haiy?LQMqunbp3PRbLmDA%4>tDmz8a>?uK~a6(Gf}QhPQ6 zRps)TDY}K%GV-gRk6(SoJE+u{Ey5GS=l(*glb;K2!VVonvzB1s*`+lcqLy$$+R4ua z-%}xV>muJ$LCehg;|0f7M4$d#qmBiMuyXv$R=#0txB1jy;5elbW?E~waGd0Z zQ2B0cYAdT0QWG#xBOfLWwAdbY~xR3v?<`LL?mRPXw*67^>=BEkSX0Rf0P{7wVmQl2BqYKBk;jkdY&xBZKOZ1ax%eyuyqe0UH^SxOfk-fDDKcmB9is z^4Eqk^Y46Z1u#7VE@13dWwOE`o)9NTKm}rpRhg|Y-0tQLXAgM*XqJ;u54OU7;t5}W zgfsvOSe4ldb9n`@KSCBV@+?G|tuR+KE`fz4AdFv?*$Q)Y1%*FC4l;7Kpv*!FvLL!n z*Xq8)kl!Q9Y=r^TYc#w^3uNzxE?Zzg{F=9mJrp1#$W)Zs0)qi>AW|HD{)|VPc+1%W z^HH7o%#WXa9?EQi4dx8yr_a6&WwyZZVqBDW@UE}t3p;v*`Ob=izlq1BP-gCPh~xauyZanu%Bsv(r=WHg z?j8qcyDGEgi5!%Y4fi*mpQ6l`XUGd)%HiM6puiSgwmO0E)H3&9=TL_-Tb-e=A&>J$zk8T-3{#t}F^SnUT*x`*sm&G{pnj&AX!jCl z#6RQV%Dli3PyUd@1q`lTRc4D!Lbr$RzQ%;q=`$R>5Kjt;!@CPMZ*7<B*|hRw$Tq=5*}~6!%WiWeXH|K=azayHqn?b)wAHXNoJ*_u((i zVzLp3C0n0BqnQu!-5Z+aDQUVpA)llzhp#hBPD8TXk&sV*l*1R9<&_3)=52(0Ub%Ny zW0s@*&Nk$NDw$^fIV^!^at!ey|GrVh%!^NiB z`&!eNy)%4gkWaku!*`Z*9op<|3%QTnJC<{s%51HH=x4zH9`3JPzNyXD8d57mN( z@Tp@p99WRYJlozETk%tytrh_1%nSIjSR{W%wAra9zMbir+fTI;r#4$^;=Gv-lzpj{ zG_~1Mljz3E9Y?w3sm+#}$Q$)&8nNNv(*MDn`uwjy)Ri3qC}gmHpH~eJdNGGk|j+} zv}xCaI#HPaBum_bj+`wwfo=(ge+0zcL!T`;z@xZm_&>nT-FwegTM7aF!h( z1>$Nf-Pem4I}zd8sCr%V$qz$)mUL5Xoh>)8ek{4x`w1tErK-=4I22eDV)rx7yH1tS zIDv8PWJ`_ZJA27UUSb~Fk@4(DI&I@A&j_-U2E2jc64xlYc9IzP%&JC7jFo;VUh-al z)H1XFa6!Z%VYhuYeUsE54UCw$#_6?#&NvTz7~TNDyMXLP8xV|`6~yIiAbn$kXjOxnk{{GcWJy5Ui;O`WC>s_|(S}q3f7>hunj&SZh;=4Wxb+`waCud+#n&7pzr@ zX4=5}22)p*(4`xB2WjMul2Ah(6*o#kEo8249r^)G6x5#EC<(Qa4Yo_(S6$FDv;KSm z`yflbaUN=r6-xcZ0QM2G!cqT0QI8{8CZJf5RzS0&4M2ZlS{=1JK;wtcn*BWMrnJRQ zifGm8MkIpMlFxjSpqFgSydV;dTiH47sbi-%n!&HUH@Cbmo1$grwBLY7KmcfzbXlp9 z^Ce#ZkAyd8)W3&4BFpu68aGE>zCv+x%X|HwmKpWC?*dd3kby?|m6ao>Uh)M{NjP#w z1N+ZWly#Y`1_TZ2cVXZS#JED&9JLE{&0Bect~q-L?7CX4&j+Z`5{<7X+G(u3b|F0> zn!xySg3A|;FDFP(D=y#pQWF5W0GJ0;4AISAtv4ALK)LIH7_j(0vN8A)>#L8oe&xnRl#FD6hb%~gx?L>s6EyjUC&V{MORaPs^P#j0H} z@2XilVBfY2{m}qo^W~7{pduRg&!--M2IkBM4e8=Duh^u?ocVBIlU_4ldx*ft=|DRy zDqWUN=q3Bj=US6aGbkHH6%qEWc+2~mbXsP1zFo*^0s+)GQL=0*f5{i%G(V^QI3)2% z|2>eJ=fRy$3Ah>yRDn9mjNbbjluZDJ8buc=qk0RHZJag!Mq`suJzg_F3gv*Nbt6-& zTD2FiNeO(?A3cqrsv|zZd1ZXe>Yp>L@dNpDqME0h_ALBGo|sjskbWEI!!5-EJV2z$sX*stGs_tZ`ns zAn2_abw~ZkdG+SZ#vl|V(f5VZ~S7d+rARet>ce2vC_HH#TF^~;Z{y+cyKmC{g=p}>}=v4h3UL!Lp zYs_KagH20}dR0E^4YS@&)gy{`xM#A)AN4~!Xo*p;%16CzkO&^Ca7nd!?c3{ZT4Fv` z&U#0G4^=po2LfJJ2W0<=^jc!hZ`kYge$MZvTJi20^AN%|NkL1@`Q7Uk%|HH9b#P-3 zs+63z!TkR3){OBkpZ%Tn?y3L;9s4H-zxCH^iP>L&^mop~q59i-!$q6RHW=hStawUY zKEInA_3o;_=ei#_Pg&zfd!tTE%>JgMzq8&${e@c(&(nXVSfuXlriAAZP=nE=78g|VaptFJbhDcUXMS2dQMQ{bX<*k#n9?+RRj;m z>9`1|*Ti|^H5v8BFzXGcv(7C>b$5D8yi2zyZ`51ctk<1BE;mAry8mhMPx zuCv~FdP!Vxhoye8;=AN;7s~u@Zq}Pl?}(eWAGOgh27Ht_T_>}@W!9T7ugC~X=uV5p zqk$5q%Vcbs`BT_H!Qcthb%!cvyDzjr5%sUz9j4zVm>Y^RTNT z6fu^=n7ded-S+x8e{kY5zxA~4yLk(8?li8u{N2X&S?`?RT^06Q?+zp8V&HV!rQIDr zIP=uoRbhIC5py$OF2+rl-EEhh{Y|spc-phw^0xJ-Vbkw+nB&|DOTC9EkKdxSU({fp zhIuE^TVD3vguN;+=1Mm*V!F|6F{rt+_4n9sah{XAswAaMLt;6NY0lN#m^LqX^PJpN zVZL=EgxznO5&!pJx^262U(|VFDyQMo&G(tBr`-}IPP^qif0zAMPs^Aqr)6w0;h@BP z`5gPWjE{b(A~L4t!$7lGZ(K{a#ccL>o;$lL;wYm#Y%`1D#uazl5$AeX_FFrxY_8?Q z61JGh+-4W{$Kr2GfBk8VaitzsfyH9rzs;I*?BgyM!HRo+x#Lv-Iw*j zddzQ5^TE2Q{@w|GguLanUs|e`m=Cpf^taB3+Ey>}>P8BLE8C_)H2xaW(&e+iuhSB&cKNJ#8UzlJOXH|Z zJ2Q(Cn@BJrMI!2eGyX2I5Sy$?{nefP6$e>dJ)&1y&*P+6pxVWH7g$VZdkcF;87y)V z*dC%i!s@O9i_LEt;1SdJbyAi_p~WRI3=SujObqq;rraz!qPqUngkxa7&zxbv{j^m_ zE$7Z3^}EA{o5#daq>kJN?N|h{Xb-T4J$^X2PB+siV7d~&AV`xUrn?QuqHPvC;e6R_ z5__68WT@9(QJem;qR@con5zF+B-x<+W1YTpdN5Txd|(Ff86F}%_c zlXleL_lPnW%aJ(iX;8F|U|4qV2EsZ3|M?4f21ki^e11wlian*7g@<++X1oh0_DWhG z2L6b;sxzCxQD)d^=y6hxEu)7_bjO|x z01(TAbgo5rLRO`fG`#JoE%^BWq>QH-1kgpho+SZ5eXHLeNdUiRrQk8pqW~R5{f-?4 zqCN)a4y2r~Gxasf$O5!4IiV>e4IViold?sBB8BDcnX^OIzzr@~Jru?gx@gz21XNMq zo;iCCD%|%na}*R79hCYjr9VyU;9R|-;pCi&yz_DFwqQWV<&nYKVmJZX^0(T&55S(! zX}zzRapugR0nvY~nP{yUKhBv*M?OwiiYA2pGGlaNJaO&vO8C_dw4t92_1e2>(?50- z8i4-mn+N{Qy>P6d2bA10_DISWlf@`F@Yq^R+i#2S=yqe|d*fI!@aEBs9q6K6Pjjt+ zRk+sgkBpt)^9ZmJa3t`-N&O$q2y*M-{+8K0mlgZ8Q63^;l=A74_nFHphF**Li?g5QBVL1ts{ zT~ME(jV;!bBGYf)v>o0HGSvH66WgPBUlWqlDFy{|x1`K>3y?1LoMCs^EC8G7k}p7+ zdB&Y=&J_GVZ~nn_C0_&s#QZx*JEm zug*8S^GN0qeS2m-pV^FDT}0g2pM4DvIzBrryt534GkvbiObZ0GQyiw+1KmXA@OnaVH++N3oOAw!~}i zprnnGs>Oj!s#E7ric$rM)v3GjG-T@Ndm5@O`AfdUF8Vdx#D#VNg2>d-do=nd^~Ye~ zfh>b_`$ZW5w!pV-iMu1BqR=+V7neJVf1kQ=a^EUMu1?+EIO=_@svOK!h5AL`9{TLu zIrP*Cfg9zr^PQ8oF+@e-9G-z6DITo6itel9j#ta5^|2&UHJ5}R>gHydJv;VF793`* z8T#e}9i{A*WZ*65>2Pf+ofyAa0$z0B>B4RSDvK-pcROjjt~3L>C2#Jj9oz>Ix4<@W zlp+BAllogV08o~}xdVD=07*A`NCF;NPv~r*P3I-{G366mIZKRzPF=oWbue|_^B>l% z?Rx(iusTwGzlr)A*9cSRX(|=^r}YN|*Jv4>Kk>uMIA#j1{TrLD7+Blc&+x5OPDtzQ z)*rVU$Q$*(rly!vgZiQWS~Z`!YUVLR*Q8J=f0ukg3ePjOrfsPd5M;NWGkrj4)AiEVe6>9{%C>fEQ520F++ZLf4^^(>@uWI3)J#w@ScYyUt){5 zfk4sJW$F$pOc!+OJk3*vD%$nl8DL6&&3yDnsxqEP&GB|foRSGTM zZ}v04NPmj;-YAi0_8stDr_P^?8I!R)TaQSW0_WpA!3)Gzw>(6c@C&Q;$sw^l1f zSj*nvvtI|k8>h@+?MtxwU`=G=-o+Awap`yi0-hV!V zmJu`=zXJlmFayjjsts{oX+aNtP#5S<=0B{hAA%H+*+(tYze+ec0V2)7{8%?d^>Q)a45>PNvR)3M$&JXJ9^1k884+cQ@c2 zrq1*H@m72N6x09_p-aAwKPZZ`vVt^9fedmEaCbCLft)*mhfdvQj4yc*i|EwdjicVj zs>=4NLj9s|4}Es-8hTMqlSbK@WoE)9?jtYCKB5EPF8O(IqUgBm)pC=pQFBRTdr8Q& z)z@ap)?Psjt{yY=K_BK`X$DJ8UeafBJDE|kq_gV4+l5UC;6TS8mAIiJyo^06p`KSv zQMbPvkyi=yJ(tYEY5mQB=vxNo4hD(f`!Pc)u|X;$Co~294_?dY)RpgKq{(5qrj{Ew zQl^e_WwQg4FsBCfi~eKPWOLQTe#}rla(Hp&gr$59p?iA!(EUlEl*4kH zJop@Ni$y}jV?#xAL!o}re|+_1e03ov#jBmNrGvm1e6x+RrKhT8`p`F1HQ;hqlWn;o9YEB3BX8CL1WNA)bCk3G1QmAd4F7Knlhm`N(3)#wy|CE zK6R~AHR;sFZR)%h8B-T8I8K>5x@4h>b{$)?g2$OwuU)ypNHKMe2LM#x>t_J~P+tb; z;_S)MF9^-Z_WCZHV z;9R_6hf%xtymr96ewTcKX~+}A!5@^Gzn>R?#J>6#jlO~EP8T!pTNwMe8ccb40g5U0 zWWvjU-jXF>&C@1C3szUN>;Nf%>f#YKE^X|641Y6(01! z8{Nd=l7lT7In$oI$E&vMI2u}5iT>PyhK4(!B;W>XWKwww7B=lf1#r82+I0fKMw0-+ zY6sH0Mswl5mH4jJ%>XYXB+I1jnR0;PkV&ISf-n*wS)Zi{3e3k~Q48ThQkE&>S+9s6 zMcpjt73yIkaJhPzziSVpp|yj*5cGzPX4K*pJE(%%mQaiT3-#idwYzcD`&dfZSW2i} zl+AJbdBHlzT{`DuqnV9(1|zzY_6P=pXPy~2TS6oLpVxSzR>K8)4LECnV3uODm(UKZvsi6unEy8W}2gEVNAU>g!_p+9M(m{|Z|{ zr3_5)Xu;M{*=mL-Zem^44P&I`&hY^zPaAVAkxcZL#;JO3ZDnaoWaXp)Dk{E9-gwl+4&{gg2F++xq-2ujDJyod9J^Qgc znn4(y^Zb=)Cp&Rok$Tzzg^my9y`FvKs7~6hr#x9d^*nIg{Xvukqb-mrX}D>Yk9f-$ zn72IP2HnZwo%^ZMs5c?Iei~Dj&6Kr_%v<|TPUyU$_qXrjdceH7#^)_-yN;1nLOqXM z57*K~vmx_Fuh!_DRL<_!P?wSEdh-_xxST4Dx)KmkgHJ>GMPafYjMc5VlZZQS$ejoO zDAqZkIUe&;_`INYQGTqK&s;CHA1gG49Tenpno?%eRJDwb+n@C1c{O&ogE>{!sekXI z%J)&0kL91=J2m5bM@I@*#}X=D(ZB0VEBM{!*ZKsNB_RFgeJ`bm9&#bEjQzG)E95;NS>vEFTQ&lPJ8k z&4UmIar>CJo4`Zojk4UyLXDSv!Ht~6@cwfb_Xy?<;jDaQQn^b8^@xm2uK(^Z;a4S` zZ}e;g>pMu{TciGix-!GJwz&@gTC`b2+TA$neXXa;*Ar?NWqaJto8!g-g7$evk+Rvh zMx6(3p|o#10Ap179CW@~My;>K(2T_pRoC7lJ{nsjBhC$Hi=!!A8CD|kpRym5pMIXU znk|D1|Id3ejJtSZ5Q}cS-qAZe`6!eRLb(Ta;_=vXLRu7zo|3kW#adnrogLkcs zGnYMqf9iP>knT@lfURv;_v4j|%OYO6CizaDSND4J9?7^vvU)C+hh*>`NzY|o!toQH z#@WDQhU(ZP%qNkPmeG0HgNCY>nDbJv#!>HUUJO#AEE~H%*F&!6ddPYwWEmeC&hmdlut+Mm$b{c-W|;1qnoWS+&LvJ+Ec-dv1;v z(88>d<6XY;&VW${(bD8M(rdeie5IYqGr84Wj5#2~@vc}SL*?ETgE1#e7*y{LNAu4l zigWYh& z=-F$dIAd)Hm(=H9JI77H?qla<8NIAd>TM{?&SCBbJeSJy?Kgizsaj+ieYl9aK*8ns z`&nlvTm=@C?!3&7yV$NkWaX&MFY9LwSAhjvJeOtd9JA-=xkGI-Km95wxy%fP3i1Fp z{}tM#MT;!67cUYunLPtS*Y~C!#n5%51=(5tBCx~kc}m=x^+gOoxo=&>zR?>YbTp)C(d(+&u*Hh zE=van$X}Vzl^Zn<1bM><{Jwm3K&pQ2tjKp(*6)_z-#!`NKFYBodz)gWBHr)Q;j>tO z5Jyg!l5b=FfFPC)&-Y;8#pO44u7mq0Ti0E=3M_E@aUOi-NW&-q@BhWpBzt(06~-RN zKm9cMiTuu685LSwz5yj|Mw))DcY!{AO$+tutK0M?EwW7Cp1q3fB}^Yh1k@fPf}24C zLO)Ju@OXrON1Z;GlQlZ6ouwZ^KP~hZdwx*_kfWfZQ#)EhXpS%tGs6ceNZ*8#-e{g6 zh;6^|w5tPB^<#0hk1wty(Ld0(N590_oTLB!=2t90$0>@%4w3H?efUmG>F_r;DhT3^ zCcUFpMM0AW8u+Vwrx}+iPzY22I!^y&P9%WbH zV5UirzY0)DdcWs9!XvSAz_>l>Q5Zu?GL2B^o-l_{6w}=6XGSPQzaXQY^<2btIW%^U zM|FB=SQ8)nuAvhT{X7B|`n-2x)DknBGheNv-q*k#wL0i0kLD-$^E{xp$lsv#G-Rl| zr~rlfhS{tf^#g|kIx#6&l(X?SY=C6?0Dde3QRXc z=tc!;VtIZ$c>GTgw-x^#=<%@H!mdhlE28X3ulCua=)LG)ubsUhe)?(BthybaHzM~#e+>CO=l4_8!d;;M5PL1uXD@BH zxU5B%*-KXkr0U1oYM!sHBuv%Nwny)>Ir`tRqCLoT^uO1$Anda@1}aEyzMeO-LI~o< zE$|(W5S`fkTpNQQ`dAxD2+W~v?;KZ*os)lW#(wV5pE}@@>ds+a4aDZP<=ola8i+`& zWgGn-lH_{qA2O54sb6~2M}dW3D%VLnv4=wgtV;60qcu9M-7|PJ=(puJ>-aIQ^W34X z4_RF4F3@MMYN0-RoAU!~C3Sl~x`WT;)7f*4&tC0KJ7%jF{W_kHhb=yJCxW980$EpX zy$URZW4SHAdB-n)o97Pgy&O#OF3@MMX`w!QTbxw$T4b5Mc6C6ie$7tfvy=7AXz#V- zt+j*KpVYyj(C|Q#DQ19Qs36bh$+wYsLXh{@-+>1v>(+nIoz*_Rv$A|Qgh@WWy)(Xj zRFWj2+hIRCQNDYOcZvR+?X^@VO-b9S9JR^HtlC|o z-wLyq>hrgo{;C#P=C6=0{HnIsR~n2C$NJLl;n&d|e_Fh4=lF4{K^^p$G2vAFVz^86 z;TJ8{kDu+z{1c=N9{StQKM192dwEC=WO-=!MBCavX^GFx$LW=pX_F+HW zh#g*xZ(CS01bL-^83o1x(ZJ@YNm=ChPrYf!kTam4=l0!^F#y&C7r&^-ygSWq5gT?u8wI3l>Vc4pV7MvXd_+R{NmE)-lkR( zB*V02ac^c45XrRdUUnEWX5+7qSNX@&?g?$JHG9%KHhZB1Epr;U8aj9_GvNd+@h{2& zCjKWfjg`3sdfZx z+IOfYF`WGy>AmoQc++MWlM&d~r>1C`f3d!Uz%AN+2Q3raV6^YT|0b8gyX%PlLe`uy zF|9)fM!HwD2(3GXo;d9(zGy@iEmHj$WFpj2MpsPQEBDV-zli)PXPGOZjxub{6M}`v zavPPq4n9OHN63ZbojF!}eJ=JWQ1j+;`Kp$owMV2fkQ~P@M z*Y;Y5YL}k!6Dba2K#9IX_jgd}ab0wKSPFjYKS$^qqeJvH=tc8di zMEhIUBt@uh0Os3QUmGl#%PdUJPjmAJvuTa6{$A%&&`3Y>sl%X3HIK{^jISN^=IdWS z(Lpb+IY?jd$?7)FlsV%^w5dn<{Fd06sre*lJVvm;P+P|Ot7|p%=+aLwM%`EW9gUqqcrJ#{V zgRs8(Q#2}ex(<28Kew%~&aAi;qvGFwOu(?<^(HAob$_n8;p+lJrSP=oJvdd?mEI~Iy;LSnywdhpA9)xBY#PSF_A@7o7! zK)=`FJ)ZHq`FkxCoR#EV9E2-jc}#qJr`EGCMSM@|rk{^h53KL$hgr)X4+;Y6!qU^i!HR-B4a@$bW=lFWLO z6rsAm-|rG_-5^EyfPOy)Mfe=ZX%vvux%^-#1=1K$si$b5A^*--;n<)R2Q6b&9E^%V z8ILF%UaylPyi{u zY70tG&EM6&fNzJZCMm)@l$P83w`0*kq!wI$6^$@vu?Q@XO^WlxxC1A(_wYM#&fPP` z)sfg`8bn|Uh~Z+irmOm~EB7%iesCrE0t*$9?nD7p`&DEn0@&brYUk z&HQBGlCdo&;){r;Q6nG)(OG5(=!aaa>RnKRBct}8RZ~_St^KDSy!GTul4W39s$9ok z<+cCRqw{9%v8N~)wMWG`HENGqhQBvK+FMLRm_u+?v>t^}cV9A>+{h+2j7f@9YOLo^ ziWqgfp7_G+MoL*Uzv)jsng$!(e`~gD|Ehvm8?)}UjL~=BQ=W{C{wXHC(RZ(9jK23= zWou@lqEH)sZ(7FKOI~@>ti6<#_}17s`KeH&bPY95JFO2G(QQvT4wAm)Z=t1ZLzob|I+knTxm@y0l6XVCyvcp zsp02$sLnLl%H#O@nu|0}Pun4UHk`m!8;ZTmevdla{10qXZ~q`TWjr#p-Ag-wfYP)$ zK{0sGCk0Y8KqloM8ZJLG7PhA4-$M!J@#sz(KAU1FGK1cWmY^tmC5${BUbpXQ+q~{j zw9LOE38-(1(Ph;A1;s|u$y8*jE}hnpz96Y0byfw3$`rNS@6>?run&mVA{s8 zj9P>%dn5zLm$GksWlGJ~h^vA?TOYafENj|s)gpX9RgIyyX0!9A@l{_3HyYV(&xXs- zOP1ZU<{5T>93j5vkI@sv_eD*CMzcElsqRloKGMkT(S&WTTV7{?u+=9tYLQygRS;1Z;=Ar_)LrXq z$Rd5~)?>&EfGp|sDh>Xn8m;jn>>-;6BF2jlKDL)&kIvRZA6{ydA`b`U@f6j1VpN{B3?FzbnlWK$m$4G4c2&%F zYufN6Grw4@TE+${cIJ->#3k6;@pbe<{L-$^PnO0nD4Q1C2p*qIkXg)W$zIFw%ER-E z{ls!e(l3VFtUaeWK8_TT`fANtHde#J5kQWHRce2a(n%9|-9NEiH>7vntJD{><*Yd4 z*8cn1g1mV&l&odw#~geO#s%?v+~P!P{g?vCnmrO0r0!w{*Z6_bekvtLQe{EH4MzwVh3+mA^B?y9z7sXn#6 zp*`Ws|{Q5CRl>zi* zD~G1vtRVlU38_`;nqbGxk%k{Jgb?obyXrv-}qHwQrD$y zHek#xW_)>SeGM?>>=aU&D$Cvrt+VH(upfrSmu#921+OmKj(bnJe7;4KpV>C zb^8T6Sf1K!<@z{l5|UKx_%S>> zy>atM;G8!Np%CBxwV|Aqp3_jykC#dk4okb`ar2Y=Y9g2lN}?O$K8W<9OOC4R(4P2+6f}L^00VQ<)*BfhH_)dtI&E`A)Bb0 zZnRWB`(=d)KJ$(!((7`%1Vx&vA~pS_h|sU5(E?(7DoZD3G?epWDyw@9xIQ00MKZyk zk;y1S8_rBPvfrITJ@cAz3o}m`;ajqmq-Zjl? z8DjHiC<{=(GnM`0RF$wJ^Z0_;G+$-`fv=`=d{|vGZc65lL6)0Rvbqh<5L@|mWXp+Z z+Fu|xZHyVW*@tp`7>l!@BARhPGg#vf?Kf<7=Ad1ET$r=K;@QgOajs@q3m*NhFUM>a zR5f#TyY{ehXLQ+2Gl1BR_sYoEvYYnqVU^9o9%(o2Uk2d}U==fn4Px_L&#(oTVk$@5 zQYS()EF$~-?pJtQA)|2 zZMdE+bDD(LnV<&{+ZOVSlf=B$=I{;;g!jkH;D^|>oo2igZRO}67RVff!e1E5;blJ0 z2>gk*c7DAzGpzPzEFHvl=nVpwZN~T<+ry|PQY+j-q-MB~waoa2>Eyznb=M z?f61Df!KC0fvNDN{R-<9sr5Qj-S(1tQ<|Uc=4ZS4;iC}@LDN~Bb9sd0h|~zjQK7j+ z>WfA+=lX27(rer*^-rnYt@fUd_K0W^k}}i82eJJ;7m}`EZkpoX+TpDoUV+dOy8q~T zeErOoNWE68)by7DVb+@|Vp&WnMs$)$KOVIrLi3FR8*nv$$Y6yre+5f2GlzK!~;&@>bSxZIoZMY-`fn^kK1jRe}(Oav2TUDNQ@>RY+K++_l- zYMOf?Hl0qu!}X>K31Zu6ig!~o-);C!a2rwJZWD&(jL8R}u@^Hpz$xLCm$$gS z#qB8$-&^eXHtJ&k-o-F#+1p6)n{7W@hhSuN!_Dihb2-3d``Iz*twSvG{Vm8dHezjv zJSVNEV3dyk$h$sZNLkl^M{lzuT7jTww+;0LW${V^^_@4{sQo!Is7DjxB>wK@$&NrO zo}%S0p*Y^U-X`CH7XQU!#R3J=UBYy{WfzbD3k!8Q^H8sWA@mL625+)5U`S*cgzqF} zIAc=!kC@TA5JnU`Xr*c)I_~H<#)u;))AuQ3D_C+e@gb=gXOfv472Jm5d#)jYx3dwK zKfZOlIKEB|C@z>#r?k=4y|_SAbLMG=W%h8t{$MnOABd~xw*&UKl-hlk4tTPb_%i$X zj8iiW__&GL_%*4uw|6#c89u5kT+lXoB~m3Gp5vrt=;wro7T#rJQsDn(?+q|we8G4z zxTp?XV^GexJdZ)ur+4?Kjxu~u&Z`I58r1ON|Lw!xuaCQ=hupm`{ZP-&vNM6i!zJqy z1Ycx!*_MCmrak3zTs%Al?%7*7d`RExr2%pF!R}U5m!ole%fL~$f!;F09UrdFs%6Y! z`@)9}{!(A8VOQ>W8*=yd305s*4I9a5x!U#nx5Kh%8DrXi2XPMJF)e|gXYgj4!kE=< zXblT@FZ=$JfhlOdE1{nC_k-6Txo2?5-Mjv%Wz1=b#)( zXdYNVmWhu8D>{U~@ ziy^M+{jfTnjk5wMpV@L_mZ}za-fAgoQa8j|ZRS>|im@3>>_TeC9HiiUP1f`_k`CHz z+UZFiZFIUCTV)bAb8BJbmdKSM)SIE;3k4}3G;TsU+tt^njdgN#(n*;ll*XjAu~83p z%=YnNZ3K*F9QwizNmjx_Pevz2_`9;R8_#cJp3^c`^&dB+j_S+1`cKQ4lWH6^lh%vA zgVHlc4!_+oS+A(jo`_u#$A^V5re~5}7P2A}9}U5z-cC-fQ=7M5U&)2|fkzo5ulDyr z%@}`(yEeI+AZs@!)7poh|7iX|M38uXw%0sp8G{JMbD+Ks1mL?i+u#5hK+>r3^D@Nr zSHfw|C`X&S2bnS_zm%0%vz34Ge&94%}*)&UL|YFsCCs0Q_f=zVy+L24UzI; z1xLXlF7H8y`UhYen!W)53;Mg1$*GUjA?5%986Ia!Nh+_jF|pLEpC z&W5BJ<3`(ZpcX5dXi<(l=m+W7G$JT>Ap^dOL-XH^i#772DSjZh{vNmeG{j^b1Wgn+ zKD6&*8uc)h$?E(x513}_{Om%p*-P6EF>f|~{;}@U=M6~b@1eTT2J=o0PGB|}t!<3K zN4s7(74LHEQpcylR0V8bG97j>0oY~D^8HHHXdGqcG zGza|cXnieUe5GjK`d}(Zri}ymdQ3bLA(2p6UXX6dzH1feu67UV#vz?)d>Ox>n>k-jk+O z!kLVdqjVV?adlL4rMmOMyc+r6ebPG{^xA0|>&}@qv)gd*=E0=LupH|{3U3RM4#Y11 zgw=w$@?Rc29qg*XDd^2$QHWvTWK{!0x>^>l_>zV?g_cp(R0c36k*-93KA2W24=a|v z4xrvlDv{^R7-sLT+q z+hkm1UgzdEMn>|>V@gYVss8$7tA0*jEc7WOcR4d?GIgmlUK*Bak+(#$nhg)BHfu_A zm$HgKeOdB5Rq0a4-+Z=e3lC|O`(=7IYf5XEvS#B$6_$bItS*<W~=$x zYJRm^o~@eF(4}Up<<)9^wpw3ftPJzF)Uu1n2U)2r3|Y&E~enxA9M)+cv%xK$ZqBCIcA>p~iDD)oOUQYD!y|nyrRctMS=te2q0e#~RH~ZU>{KAtu875|%Ec9coi*w(CD5 zAS`zwdrG2VQ?+%Wvl?};MlE6K!aruC?$xM&HR_)u^{yvxaNcanuQ!xkUu!X4$ zX#ioFQoG%11jEHHWD_9`TdJiCoz-Z2HEIb{7ydCDZI4EcuyASAy6#G=rfTUz`pM0V z1OyYPmB1;n`|Rzq-XRH1-R{tEU0Yc^RTuL^DaFaBB7Ksy8&RCBT!xP#g5XaC=#g@J5lo%YNPKkyx zB8uR8HKRVo_nJ-b9Rl}~b+F6w&|b}A5U#I&mA9eSjYZ9}Zg~OJ;{8;!Caom3VyU-KVKDmRtwbr{ zEAUSGV2gFF;%dmqs=6AoP}C|@vR-$3lGZBfR_z8Y)>VmR_2;Xu1X%lBgG(g6nlXMS z&*|qkQE*a}g_XIN6oWWA8>$+Wn9ww(U(|A0g z+{l$1l@DPgX#>Po3FQlkQu|`l-u=w4Q*@^MFT&nRbzG#vbhe>AF!B zx~E8On-`$Z6A~*cC2Rj!WM5aSnBHzQe#0?d;xKG*5V<{kIdEKG?7!es;pr;VC96_< zucoY8m2Om-?37X078l*+J2>x?dIx8Hn(BU|c=&!?wshV$Kf|pi>F2iE5 zzJ!r!SjG~?*B+yakC6qK$Y(<~JSt%RToEO_B1&}i6oV76p9p@n4Om$|(5lbgMr~fy zrs*sOm)<56y&J<;kVAZ0~Ldt+Eyqg!STTjGSGa_o8X1kKx4-HOn3{ZOY_AIew-B=%kKY~^`Eb(n zkTh8#r6ch`-i8$A@w{8oae32<*jv`D(^(HIjm;Mq54&Wt3tOZEbAOPgm|MaK&D`Eo z0_+`=hvzQ2@);Lfi5|gZ))iA3Y%r%kYmYoxJ9zw%q5^6c&sD5F?FBuMc0|XGid$(Q zT_O6Uc&W#Eixe;Qyx~`uu2md{*vU^-=O}h(U8~qS*mhQvc0f&5iMChb@QFQf_KBpk zQe0t_RYi*#okZ*P@vHhXly6kTS>vkWqzFN zpR#QW+ICcgWoy!ss8fAKjGxEdR<}m&wCq5v$aon;>QG_F*K3ggeez&iC2^VW=YoNE z0@RX5)&DH%pB0@IxY93v-%g2FGLEXLDtlZnt1nF}JD>N)`USQ9CbW=zgMZXX>`+yF ztJPDMwbAPU)_#tw;sO0ER>*8AvZ{y&G(7~ZK7P$s1~S2Jop!V#6W-5xek0b-`TQn6 zTWk*+WoREas=BNg+v!5U_%WXzo6nO$`brcf*HRWTr|kCN^b~!l&>;H^40Ud4>$K68 z>0QTHOZ$KwHheoT^G=GYhBW|2MXSoqvvoFBw{5&(URC3D`{W@m|y)pg8tNJZ*J zP1+t(@vtS3={YRVHV8wWD`z6F`#z)+vwnK&IQ6Wf`U~$Czua&%u+;fbMqRpQ^^&PS zyH9$x=d?AtMwzxeXyk0V?vd}`wv1NTCpVA2L!Bya%VKX-jFl~*4jQiC+qE9m%l8&i z|CDFYXqq?L;-#A;tzMCOD?K-@4Lf^rFtp|xTl0fo*C<`5O^0UrHc^i=ne%p2C-^1%~Piu08_8ohiz zW+L>V`A_0L^$2`Ys!_z29goX`L(N_ZE=g=zm8*PWZ&J5LVgtHvw5T#l;?}ldt2TlP zJ+n_NHs+7SQBH9y`3T`Ht#EitJ->-QR$i2<(u}Bj90ubrbAgu+eBO9CD?s$Ep%ecS zgXdOXMW|XZf0%zdjhAuUsL%k^H(-((nly7%C9LGK9(n>qzG} z;R@a2#?^Bw%fLDD&gbSF;tR=L*Gz9fi1p{ zU%GVNxY78UUtt#RtLQR_TGI_iovcJT--w0qiGu8II3-gzU~lNDSg?{akrTmhp2YX1?c5(wsOG57FKG7+Q*tbbt-<%a9KU-$81Q`W+pG|M)J#)v>6iO>6$iAyBv6U0)yd@SJmDX-B)|j_E z<)QY{yw8Su@`hT%S57LTp0D7d1k2R%vU>v?guCNNv-%XeQLuzIjR z@}yY3b+nC`+Y_BKoa#3ND*CE zk+FwBI@&~Bm0;X+hW=RIXF#iF?9r2|)dH0EBte2BlZO2naMEWf_KW}Z@JUIzVeuS$ zJa|Z7UVQ!|4!TOw&lx<+fTTYKZVa!X{OQK!dwt#ar|tN)O=Y;fuqdF@sPayuLq&&o z(C*4V3W;`1cBdwbt{VKjzh9ztdo{Yn)9Mr?6(^l2GIWJ-|hWp{!TqO;Qz2SiS*E+BNHSreLlCd#>!;1y2jo>5L}W{FE0h1@oXxeeb0UFQdRYF{Crt6_m_nlZ*Sx3*@%`bqh6YAyhY8LQ^cE+J3A^Kv`SKw zN21mvO`A!mVj1P8Tw&x?DMH`jC889k#wK7JSmp?ORzrmn1{tgvdl6EZ^{tf`mH7fy zvbl=j2j^Np@brN{{nAGq0Iv`3Ti{RNGX>pNJ5JIm2kjV9q-pZQ(*Jh?y+ajS#5hQQqa+o;sbdNUye$$wgY=WU(Pi?w0E?`@i|%4aWhRgxZ?AC2Wxzu z?_iJ5^BvsrdH(53k5BY(9mXg62OZ&6iey}9VB4Uc4*6=~L=p|S^8hp>+HX{bD8*m} z%%3d`6+4FFdUScg5WNKk+Em^n4@HOw@YPPpZu0*5tMy09*Xih?ci5hjETOmYPbk%KUsLS?xTVwr4eD!DT zIEg0ae%0tZ5p=*c;vKmU>{xp`7SUF0`AaF|o#0~W7{Rwct@41t9^?)k&RqwDwpaQf zSNSc^vPqBe7%J(5P0rxO^Mm&ozb9`!zX{`m`uRm188JfiPQQVt4u&@IY}F$DT9pF} zq^&Oy*>ZD8w2e&d+AE!#ILdd|7LvDxJ zjjhz+il+?roA6y>y}_`$s;2bphh5~Z0H$W4g3ygjQM!$F87OErq=@~9t9Ptgp_#h@ z_73+@s%1A1XxX9>2%jw3Mz}796E|+wBVVP~8x+Lj#YJvTp!T$(GOcj$1Y3?Y*>>v_ z(FN%7lSQQz{GkmzSsg>*_q%y~32u~A?Fg=WgCVn0TEZ@u3|LaMa3VTvbOb)X#se97A<<( z$c14-=DxfT-;y2k!WM_q;wybA?0YT^k)nZRila2(JZ$&Pa3cO~UB(%(e zs>S+PP$v6QUR9Es@n{qn`$xUeN4>?n+>wFueAF9%)SF!3XI|i2#%);O=kpu=b<299 zwhw$U?%BWr?>8O?DBP%;rdi*`P_woWY8e+o8m^hS*TUoMFaelPg2%+yB7QU^ynT>8l`-L(Szc3 zo|}n>)>mo_S@x>=@ygkfAcoOXA5L1>IsiN)2*IsGStGv9N9k^TWa;27& z%v~3?tz8paWJ!|g9xa2ss#k41CE6^LokUlmhHcp=QOk8vyH4U^2Dp-%F6Bm*buN`p zduY(@V^Qk*gGRdQK14d zZ;;D|AJD* zS-PN6w@XIBZ9NNu*``Hoc?XaY*-AX#EbR|n- z{%S|m&20hMvyR4I7(6=09olcAqY9ha;-%I})*pkuG!wN68em;xK4sMdE}yaT@z;79 zRrw=SS9~r@u#$!biR48%R1(0-v?%Z*a1-C_C|AAe^R*zIj2Fi3lbJs@I2!j4qk8c% zp2p)#;qmeoPazfRFCjHLs9|6BsFx`Ih%)I%l(JdhE68R~Nzp__L)B)`>SSuPV!N|5 zJW*Lbhy#riH%|&Zof=TCRFif@XNcYhZ&!H8s#tX1eiNRKwHy2+bM4)DfObGzc^eKN z|0ZnOI;_cUS4onm2C~&xDSu=UYLI<@G~Pb?wy|%PNKk9tWfSkzFRCW9pt;Ut(xdPN zw%=3&wM~3C@%7i~5P_8MNBR1S_B`5Gm#|1ak-Rf^tGEf=`$y~cHIwYU@|}d;S84A4 z)gXL+;ES8z2tQqq=4K~S_mx^O_m)7uzO|as9J8DR9nj-`bG0BT53-NnkAS{k0i- zmfNG@qGLfvfqct@Ud#;j7H0urubQwo5a+U8N!WFZ_7X)@dCHnBC%_&$ajq|We_5;= zj50M=K~ghUNl1fOJAq5fu~zqI3W z8Q@~=5Jq*FvvKBIy?g6ZWrV#u{ijZ~!Z3Vybqi#0t18Cb;Hj1$-fOx1=)%9&`3#0g zb9?mFx>}hWBbni&@T2U}WWBe)<`tY+sakMWf!RzeHmnJg-RQ*ENqnQrEr`fNZCXt_ zIrATpgxb}zVly#WW^5yFBC&x?k=MGPKFruOrbxOxZ*A__FbteEHi}~tK?(w^W}u31 zT;GnhWzd5yi*!vbyW!VmtLBZ0z+?^Xhp(ukqewk1qpX#+3z2ppwU>w*9n{yl0rXN7 zjcT?-QL|34C+8Fm*Y-1bs-lz>%xdK7md)TKab1asd&8E^CS^dS4U-Dv^xJchlgmd! zk(#ztt3D1g7SnX4P@kX@z23#`A>)RwO~Tr`o@_rXbY!!`VZdB{hy!pDXAi}bu%8!7 z_=K%24qH)yMGe3cy|M66M9a0B*2szc(0wY{rxUiaI1M7<=>z{z`C>SMrIgngAW5RO z29G>gkOsg}8S*JDcp+LJRGFxvwax_SeMWp;3UwLt?^lmW#Ehl~)HjbwImc_`CQ*Ck zd!ykMzyNAb0IaD^pGWX`pmeV+dphv8N<<|2b(;@Lv!uwtexP)fbzY#~bq*A)ZWPRF z(dm}kLUfZY*u7<1Xer_@)y+g)d8VN$kBKPH?KYyOTx%ebkH5U0Dw^~RE|iRt0-wQE zt@_xBH*R+Gk`kOS*-z-%`fmD;>MBw$SJQfx%SI*j zG;HfxpiUWjbt;0=PDXYrEdn2P{E-zwVJ9O+DzC0owTDeR8I6vFre`(_V>m!nMq6d} zvNd2zoI(Rhyz8ttm_-bGN>B?{qP~X}t@<8Tf{(n>Uc+M)lDMcyI&$KT-la1A4UrI&nap?^L)Ags$LbFx6n+FSHT9)7|o~R#9bk5)Ma7$lHdi=ghT1YJqfmRmMoYMyjIyCAc-{CREjB zFiGSFB!j`s0u*B#q)M3@9c^L^AXuy<6)bikI#_Jqv^gp$#HCq0eofX148f=RE5?ge zWIP_3Wylo3?d7cs`4V0~TAv@}{R7{~-o0|7$x_ls^=!a5eOYwc{%F!9y+b zaMiqkYS=%|vf=fj`s1u|U)VJMI5&KZskxuci~Lk(gvU$-msfPSlhycHh{`hK2o9F4 zFwE2+Lv|L6jqig?LtCt5$P)GO7E2T#Y`q*K)Q4K49?m3Bk@t;e70#q0OKjhz(E{j+ zh0;Zz3&?z;p%RYKOn8+nB|G6#i7w`qx+=@HHgL96C6LEbs}j$`QM)z77%R@9v2wxKe)`G?$)zZr2`FThWAh7O{G`Y zX_xZ{`Ky~AHQy`iu0Ohq;YW2Lch4QKr5hdbok(>vMbl1(T8CFWZTXs%tU0{wq&pg(rMXG;;dE~YkuXB_6%nu@Wuj(yv~?D zWgd(1tE-Z^l@!;+Z9ZL!;Z3ktJ-WH8dLKeG4S#wPX_2&`dW90o|z~ls=qXlLuP=Fbcau zA?YTw7n*yf(LQ1PVoA1rN(eta&ribKg8KoLv5hS@dmH$=p()huOf~C-deiiM+dA4zBn)KFogbtQlBRmbhmo zUrgR7=(Y3(V=_M^ADNpT1IgXT4=mfMM6)d1hd2Ni^x1NBL%RjVs%?u--z1DV;#ay;mY#ZRAN3$gMc6{~B` zp)WS-g9qpY(9dk9Hr>MTdIgKii-6dt&J5rk8@FQ@37<+b+Eu=-$IF+AAL6 zoecy#VyV}fkhn7MS{Y_rv%4(BS@gw?qf$NYc|au`>Hg;piegimZ~$oYat)|cxQMSr zPn8=HLTrYsNZoD)sT-{%HJe>30c^2C$z7J^GkD6dqIrJuKXp8`R7uD3kgCnJB()`l zA~j2vAT{cd{jyOMX<}dJf@UW&Uewn$Lee{evmCb}0yvZZLe>_-JPeR)5MdAJF>R2m<2CjfSBc)i{VX!Xy0mp=OD=zcWbfW>*gJ1 zOj;9A&u1>SQuD@2Y(9$6lL5uP40F?#Cpc5lRgKz(I^2rvn^+~o z#~O3$It2w@DDZj&uBr$jz*dlNk^8Wpz&JP_E>qS+9pxhc@H`zV^m^l#OT3lSQlG~~ zg^wC#<9-hbvJK>Z9y)8hW9x0B%13Vm`vODDUMA_aGI6a8Cx$zlS{)xai_Z2`H^E-R zxj;D@iF*C{B%a)Ok>&zVu{G+6+680JqfU$^>JeCiu^F!fdnUe{WE!5@T}r&&VZrEXeMOLQTvJI$@%a04kweEgw0T&}j>3Ua33 z5l(;MMX~2~#_g^fiq4(;4T|Gc#ngi}=f(@qs_z^uJa&?`X|xt>+A}rjrtJ`aDyvFN z+X?Qyen_@I@b!TY#80T9y4+|PQI>tQueQJNNvf-h2eqz@J56lDwl3Bb!$FoR+ z2R1$%^!sGwA9#fu=;f&}dX;?M@>NvJEcu58d%pgG4+eny{NT>yo(o;5&F0pS2clb( zo_ex!?rdP}vtta(X{R{*>`=6xutuRijzb=aUe{lv$x@^jd~*9N6+0=i-uC-V_1}io zg{4Y5?>FW~+r?$3%FVwYzCr5WO(LDZOBJN^^tGyxOhM`Km?A_a4-(1mP7NO7?$l|A zxH}aB`^~8U{eEBZJt3emsb9IOq4CRmL3$!ARTY9)O=|Zm(VBsAEl5g6T04P@`1;%s zdqB&W)gj-|FRsF|9j{?D_ju`p;Z4ka_78mBcm((QkcVfbePG{BXHxd^ubwv*<)G_j zrS!@!1L2hHo~lQ;?)i9h*JpVfU-2EE*6TOf&a$ zGugA+8;M>=64w4iFU#ZPgNf-$!O0YxEHjskr81XX2$i|YH+49rY?CM9v)<8TYsdXS zKAGGL!1AWjrd?LJbb^kH>yi)W?1r+*Dy1u= zeU&V#=v0!(3~_Oy0^R6kibOn#*s5S9Ds~QN!-hM`WiFH8f$#+ZJQg!=43kpoYd*0_ zOAH6uI;4)OtjVQkwqwG>schekn3_>7ougF}nn5in^r^w7o9tQ~A54V-o!Q9JIcpTQ zGSETq>pP0dpch!xe+ZvrAMxyMl^fHqQ7L(+%z5^(4K{D{fKgc3(1cbXUL~B{n>y0% zw6WnUyvDCT8*YU;$r+#t(TwP3v9ME?<+L*h5TazU@RVI-Jbf#ufL`@56yEdAd zQ4KXuqFqSaCP+0#)ttxZNV*Wk9@!JVfcQ;ckwx|8bc0o-S?V57EYDT_2l80;(1$1T zmZqs^4ALj|>xW!~h&;^~k!VRNroVmf>P+{+)ss9|tXcv&yk(js-L;)aF_ynZt96u@ zxWs9adZq_YFk)-qi0wkK$2J38v2l;()3`sm>K~bTq+-U8Il&!{lz!t}8Lz$Q1W+9k z15GCXkbSV~Y^vmp+hxzzmX#M#c~sm7B)yk*P$g;8d?%ru1nz}$&-IEZb*Fa??ga8q z5OJ5ep*~nU5R{F%Ob|^{6sy9F9Lsxbzd*? zi_B|&Q^y5dA2e{+NNP6z$ff2_(o2_(u(?}+zZ#!R-kE$CB;W0WyyKAC8zaE2`U&v2 z7fy&j;)mC_*QQXzhIEx=f8SV%4W`R#0_A{mp?XNwI+bAL-8;5Ck@aQ80Pn(ZqoyBy z<=8|7X67Ne)@S(S>o*s;szP!ReD9+6y;tbtUr7M3|3jvyL-nx33O{sK=*Q!PGyvAnIE)InQyis~f)-Qo0zH zljkI=ptti2ad7KZ(lu^vYuwIDZ#r(4m&|i&(JwqSBpanI}9qCcnaako^NkHF)~dcKpT!IJ;BLnSw}x z+?}Q-uNld^O?@SLn=m5oGV_PaBz&>t+_6@;W1})Ta`!4|s^@)d(o086bZ1C4TPKtE z5As3eR*VYBE9<3h9#i+0`TySHJl^ACzL)eKCCB(Z2lx3+Sne#JU&M~gI;K)W z>L;lGV4}RQqk&MBDBD9AeV6jJzSM6p43@mRe*!jS#EqK%m&@57E@!jL*&i+k(p^y7 z^+UG0ST+>h!f#1*tE{NhdYr~ax1f1X8nV(@FQYt?7g1YLu^#Vm$DC1RR_qJ}vw~zm z-f+AuP=~lLVafN#cvO9d<5*nwX2c-jN5xzmRqnVpq4g0-o(&OP z7_JO=lni^-K$W&r(%>y~PVpYf!LH&TG~>HFe`-}bsDrCBDTB8 zvl;E6ux>@^SvDnji&KPk3t7#yHP`-JE)TkT7E4tFg;C2Tvfa3eIH#ZJh7?=0mbR0I z`mLd&(uf-0E$-;N(Hfhx8todZ;Wp+w1oQ6*{cE*)k6E}@y~?XJ$a1V>Nq0lE1KRVU z4Hv5(EvF>5b&*&zNyPS8I>P3FC4SH^0w)^?(zeDrVe7xm-PhsfKaxBSF}&dh7q_o? zN7?X-vf=hpwmOKfZCvqnvnYDos&3Ps)9d)p)fCsdh8(oIv?0`;K$=}-dwUSwB#@+u zOz&|YNxz=4)3hWaqt4|+e5GTQ9v1f2A5>@ut8n& z{j4Oe37bCG5{Y-iDZXR!132C5$xWBd{n~n%%R3r+o2}u-ojw;52~XctxBc`@Dy8vY z_Qdd);Dzztn0+BrYB*lC!Fc(({eL;%he@4oDXycl-1X6TjNU;JD=xZt+{Jo`gYRRF zFB9$$`5~1DjadZvG|LexNv{P0paanvqEAYd`)cFw-2B%A*m|aGyrQ#*-Qrfnk_igT zE56IOLE}aPY)Z^ldXj6;w>)B*xMTQU+3u5REmp)!9GJhxdLo&u>UmX#uM3hsaEvY{ zo(ykx=|Cs)i%U#Vadi8Y|z#Xa7GVQkrg$p9`%+H5TaET=RA7jV@xsMZ2l1^rjD z6vt8J^BwZabC%UjaMT!a&v0FDQYR(1A3T$LO#i51v&oA!WFffWeb+K;f} z31fwt9c6sr553M&3gophd1v@TxH_5qqwikAgR8_LUiDa)cd)@%=JHX-qtFw0B>!mM za`tNWgU4-tXvV93a3LAQKYF)W`i*8~k4AyJJsVZyS~HG|MXJczSo3D$?oJ|p;nmMC zqEopu&pRbom#9zTu4_q4uwbi}LPqk<1a{<0y|HJ#it!m*MVbqu6Bws5Awg#yuo`j-6CeIJ=EqG97_{EU7?S z>OFfVun<@eC|=1cLhE@`*&*y8YQbz$pjmb6>J^_|!`PIF?r5Ir66b4hFnkEJZ&X|^ zYmg{wf<|q!09p{Oh;|YRx?|QL`P#r~G{3ZBwj8v^$q#@wX_3vrYH(7kZAKRJ+@WgE zo8F3(qAsD#Sh%QIWwYB^)o#0%NO`IZ(3?0fO=*YK26h#%uKD`xnDQY>xup_c3n#5A zv;rEgLwCuId_r+51LI~%;s(Rx(@vr0qNPZK#=Sh_F4EM4mL?2*nb6g@s%llMX*~t3 zCMZ!4Xt+~{yy(HCga_KBMo*w-%Z31G0o3v@X>=m(Y}8{*`$X_ycvI6W?(%a|yVONf zI$#dnUsYfCsWF=aRVU(|Pm{7{qfWj*Gs7Ero5@v5lU|p|nPLW~+w}@=0GAkkZ#LBz zYQFW`;%`ucyEa0z-?T$ZcSX=*!os7KG&^!JJaN)=GKHY1EIf!f)9-3 zN-dJ8eS-4JK+TtxVbsjm1KJSnh=L||gWm2Agil|qIw02uY_;`>TANZ$XoZ&WMyg`; zpLQeS1;cCie;OSrM4yGMihpkh%OZ)zRBHKjPf#;WwAZ-2NE#J{Y?6)n; zHx#coF!th$Ib)Y?bTn*P)kTt$d6HmDFRoF$Z`fU2C=`heZu7~?U7{U^VUY%ir#QL_4749lr>y+Q=)6>|p(liq>o!0e~lU$aVsN^4z=@v8q$HOVFHGW>1s2VVt4Y z?3a~GE*B>&prpMT;g(z#Ax%3>rcTt zg(VQ{&2UEE4NwcsSIY9IVv=+ut;)s{_rx%@>+hyI#oq(#hJ!dCO^cGnYKqjySpO(T zpg-)J(3KF)h%V}E-C2*lMe%FSyGGr;BRO}+QYJssK7JygMqq1;vj+l0XG+^!w`m0` zE#fk+Ts!Z&pMPewg}c!qs(w0Y4ZUuC@EsnR^&79EB&ZV)Q4$oIp8W%Vs-0GKW(wq| zYOKcV)BFzS`1nzbtTkL@vg$|pu8J6AIY`ay&~*#vHiomQ}A5By^mFn^er@H0WNOgr%ZA4z-RLXYBG#62a`Nu$2m1d#N%wnB7&4729 zxSq8es5=^HeaS<(H{CHW%c|XxRRoc#8^!^Jf0cySjFRBY5%?4dkb52X*|Cm6-j4?GB9fy%xc?DV$L!^3pTvDVfHq*lg%^;AFgU(2G=1g zkc@(?M}1)Opu!h{P>;y*=LskqG&&Ra22E$-5SarKBAfdG(oR-q&Ii!g>YilOO;%@k zL6LA;y$iQf?*<8_CEM!(_vVsfAd}rY#l^w=%Bn%GqOGcmp-6tK)I?Zkhc@lLqd^?1 z28(X8Z5S6jqyhBSg515iNL6NmZs-S;%!4#B?lBeXGu@rR12?8-Jd>8l?zDBQZJ~-A zpmrTD=gl)ZSzU+khS%W$tHFD+bnE;71Bxu&DlcKvm`!rQ(&Lz3>T zj}9b;4c@k_z)CJ>y(9+`5Ifr|EH0NOM z;Rm9>EvNW!&fy@R5sR25ev2d`<^Lk*VR52<$L_MWnq>E5HyZv+aLWzjueAH!KtVWoZyN6pN>)(`rIxF^pmcxH#}7x!+*+#g?j zFZjp&R|ZeJlAjH-Vr{i?yFT3-%n|s6!za00u;iTb4Y~!1E7bEfsTb<@zE3i?$72Z& z9wcb5|0LhZtyayr7U)f_q$Yptrbt%-Qp-`U(ULV|^XCESQ`z7;FI`1eHt5*!BDDT! z`5#ebz;TgFU-rqoMjn`lzv|?c=1Qw9`@3#5B!0jAG0biI=aXdH%zk~aA0K%Cz`67F zr}HhISDM<>?Q7U-0chF0768ZwgNh^GkgtDQwOC#(qb8X2Kjw0Y+=_uPco9 zJDkc7BJ~%}iZkCr!p{%(i^*TrL@z{ZRxA5{qssAARU5B8e8b{b^P_yt;PN%|{3f~| zDe3$|sXBk)?E|kj9>e2GQ)~mBE=Z-Q;{Zi^&C#^~+@Zm0QmbfE&Xf!qv>= z8_7?tnyJ$zvPD#u{#0I>AC*_8EURZ1@s^b!UY2Yh`Y`|WJU<8*B@Mv-k}8drt(S!o ztkkHhN|CM-l0I%sop|P3KO!Y>YdrFe2fpFBHy-w;iz!~CzK1NPxF6)#MODqW5$U8x7f|*G{G+Z{dR%{TkhBfJbAQq)A5wv!at&_e zn}M_v-@1UWe>9Z_&xMAfwJ&2)?_NO>{#8_zJptteTN$r`{%PW?CP^psbl}+dC+)xJ zd-i0Xq$N%%^*M*C^?qZ@IIB+4DzSMmSvjae5(dT9&l}0M6yX5EMxYrFRf|*#Pq#Qx z66vgEJr@K5E5OvR4%DaP9^~Ln-Z`^W;G{Mev{@hBWpx!Gz<#rB!ovt`BrU5u2?b8* z<#;r^gcp#6Q;y{br_X(XyY957;r4m?FU02C-e5^$%lxCaus7!_%3e6y!VKGc;Zdl= zGt4io*qW1ZaK*`|4P0^R=_62=IjU9|JK3L(>K6)2uTl4cg|BGRe4^^7xvvcyQHd3) zA6sclVLAxYf2>cWv{7x2ryu`_$WcJCS-Ten;!5bu#M**#M2{?4yJ1n1X3MXArqc}Z zXVTP|{t-JAEI;auxj$AcB8j$2uWGd~4%*_B<43GG_qUqO*Z&vQy)ZC~nhXZUsp}0I zEp#o4>~bDQm=U`Vm!`+QB zvw7n=u9?_X*>bCzC{e4M2o0Mul+@R@LSq9Nn*%vLQV*tyyf!B941Wk$CzEd`Z!BC} z2=~PB!p7%^W?nNC{-%BOZ6N#kp_;{g-^_hu-z?QMz$L*Rz9WFRVV)ulm@wQh;oma1TJP(TNwlhBg1Om9c4TAYAAJPH;c zF5vtOc<5}jiJF_zBH0rrsS5LAL_A{neXgWpJpFmk*0V~1{(eUgCTOx00IL@z+@Rls ziWQ?0$)AX6#+^t<1fCm+X(4IXR#yaKmh+qVLOh?JgdrK}21Vpx{=mz_T&0aA^3h&A zV19#QO{5#nR@hV0Hk8UzOel?=8cv0y)TLmjl2hRTJxSi}ic~4g)gBALQJ6XYQSi$?{7fjx%V`?6s91@E)v~I(YKeHDFLJ?>0>R z^x;{OF!X1GR-gE)zia4!W$mu`Tz}Vp5&s`UT>#n+O@TJ?9hIxJn^+YfeQ@CzZuX+e zD6#kL?x32V1b+x$=LgQhx6E*5?u~_SgEiYegtvVz(Dx73_Yd(q4^8LZ{aUQLsRi;e z80N;uN8>Yp2v>=HZ4EU)U$gongO&A^v11!o^_`zAfF%c>RP7 z-;UsWsd(KbTYzqus-SyW_gEk6fZ`;VP^aGeCA!1iI&Xa&X%1#Tp8BZ2K}CP7kgCviJ!zf))GtNpOLebdd( zSN$TeSGU?Wm~eY%MuhGHoZa~=)P29BBFb6Kj`2<%73CbD&uh)g1y}V(xA zIve|gt3*vezZTQ)N4&7^>?yQ6RdtU&kp0;y!TaeS@nRFzjn`MTw2zv&kCLzPGsC{| zmawJ&l9IQNQE%_4hR5`4V&flUdd_fkwt$Ah^-_P>%VV4=Di_j#pMw;I_63YPk`8Qk zKeQs5rz9OIqq0UqGqQZ1pv#dO<9TY8jEpvVjyMEut4P}?8R+;Kj4Iti7N;xzvQ&UJ zr*jb{z8<#W`?*P|O-a$JpOu+caFC=9#L<2z$Zx?4D30ZmZTlJGZu8Gk4>FzC~-%j{6t%2jqe1K z71stTKF7rh%%2lBH#K2@F30{66B_Z&_%-Lj*Icun;1B7pZV~xI9lcQl(C%H~&ahCk zw*My>-LFL#K%dP$NYN~+0jb*uK0olq!oPhB<|NBjU)keYrISBfY-uTr#_t=IE@IEF zwOubTxg==e!1DICxq-%82m1!+_Bo~H`l-RUU!(SgR*W;XnhWxMz!pwK3CGzt^haGMN{h&75%#qc=ls4FtO6W2DA(}^RbK|g^9TNl z7Qz+bJ`o-db$l=|KrJ&N>)9Dz*zL1zuX0;I6AX$cbk*F;K&_QAko;`ID{jK8tP8h3 zm{;t%)y;V5MTuMFKR) zSFPrPq*;@mGbu=;CVTU=soaPX=p3O@(l8qu=?(_ z_?Do(tC1kdQ>o1ww)woB`Pl2?S5sAubx&pqF^ZV`lJUC1s&>g@zv}*8=FrWzOlr@Q zX$LL0GmRVVPgmt;NEKxE^K*#)(1%S~gZa_EI9`)yZ)Hkx{0uuo7BH+Eq?isZ%~`I{ zIev!Bb(z*G^mXQF?u^0Q`6HieJSJmn)pl-l0@_Cf1@?xW?VVwoGPPEzWIt?Ip)p$< z;8|?QuxwvqhHfsu3($Dbv-+;Iilm)LCz1AoC^p+0G}}QYQ(@L$*s4iqW70{jE&?}z zxe!w)E~p&^a}uYl$Or>VNp-3c8?+jawi?e2X*wK;F%IRDH6BWFFeL{`^ca&2pCQcoIJ zRj^ac_w=+|y0oDlkU3nz_i3;Y2xH^v`l`O@6PRU*SQT%(727Y;4x}`07J?2aH`^u> zcP1V{JkmXHB8Qr^l1Bzx8@Uij*0NDgn`~*{dZ;QLl;}%Mnb;0J<{M^X?Tg06J}Lw^ zhC9Pr=sF_%e@<-5R6#@QLE{sh&A1(A5Z*uV@q?GRlET4vkh%O+5zx3-1DITN`hsKX zr+2yj6J`7KG6hcGM18t4v8d+V`K9VBOs_2;HSbl7jlqn6@O1xA%%T74w~5jP2M*}} zHGEAJFp%)69FxPAzuX_fvX6a_@<_mv`JE z%Q?l;rDdJ!1+wvf$-Y#rbihBPt4uyKk&p6gl&Wfw?A)oaAYI0(u^{pK;WBGpWOb)V zgJ!=z*l%Qi9BScmVM8aJYKWgQQ$xSVQ{bt$B(JPqRF-v<)orS7_7r_nP{TxCwZY+ErusIY{$Ghkj_qAD_yZk)Pi&XErec5&T8x1 z5|Oe{ZD4}qY*M72omBxMLDV{g^Crkwtmshr_*Nq}IXL;n>vJ|EB z?o`n$b}sWJmcGgHExnHtylQ=&g`#-VmEJOB%BP7o&myhR8%9T)T7nfyC=VavvjkJj z2Y<%P_-MR-kaOj>v-DNMy(;}v)atEJ#t?^9Q5@Coc+F2%>r&6?-dR!9icTe^_;Cbk zH7EEkG*$U`onJ(ycr3MZi(R7S#uiu`4;WupPN20cEKPm# z7Kr3YDuQP3<(6l`w4{{bf~yp0+LK(!PI-cuRwzMCEBZM5kXDg}ycHd#r@=?0D$=4$ z%8n9E(32;KX_RIcP*PJ*FKKw1oq@HzB>)sm(vHbB_;$C&$K8t5bK2+**>Siwsn^=Y zf%iRtA?prOdphzazmZ@$p3bFVuJWe8`IF&Ia7{E9_ST^1&C!fIO>L_Ht$W-TwEN>H z127YaY91(3vxG<~?v5qTY6A4mB&cfRXp}zg;VXReb(yk@bj>>^|CjSkI?ClpEdwxa zTsh}NQ|?+d_Q2n#=!4Ul5PV@XuPJ{BMf3wgMwoKYBG^ zrTo!Z618MKeZpOp0`$~$NhF_G0G|%#*#TJ;7PNFA+~T zfv+##72gHop2fEyoj;oxRUXJtW#3LZ)arW03p8I{EASC%sMWQi>?qL$MI4X5pui)b zpr*5WUMd)*A__KfR?iB2yR+2lSrmKSiA-V_7=Zn%sj9WHDo?uyGh@pU4hGCL*5#cj(bwBD#F2cDM-$$J{D>ZUWR z@4clBP_2$d@|rJ|Lan9w+A3OM{gJlBK3Gups(a!=lDc;C_3czWu{EaTyFs^h9snrI z)H{njfw%ce)gg10qC@8H6qd7A#5<(_2zQoMk?68JnOWHrXHELC{uaA5P~#rV{8m-W zy8t?#5&9#tCn!Dl4459f+6XJy&xSMITq!#)Yg~A}+h4}+Qn}L0SxPtCA0Mn%hg&?O zG}pdG;4^vlHK570G*|o3$C$4v1y;4BzAu)USQA1TBO)4gJ9xynzxVAxtt@sMw znWq1`({=LV&a9r16ZESSO}~zztwe1m3cWiLPY5=DB7% z!3->-si<@6`tl7!#xrpqcV|SXlf*h;uZ7L9&5Z)jL;}y(jJm2K;nZCvLXkFVVVZz8 zvi|vF;3{lU^UgHyT1m*dV9T@KW0j-Gz`M&c)YoHNxyE^H+z8?)Dv!6QGsIsz*#Y`k z$qprZ)g6ROKK|rSj!5fkLjl^r{@UwtdW_$bX2i7xZ6d2sb$Sz<;!iWkQw zK8E%&aInN*gBE|XtP}(#(`X`*l?99rwVCTcIDxPeSIcoCxOQmKvYSYzk2vwl>{i{1 zeR7ivvyqYUc!W|fd?eTje1>|4t!@%|CKP$zJ<451y^iCwRYHE~CT{_daY}W6T zHChm@h;|Z+x-$|P$SGR7uoT*Zx44Rv<065y?$c|!5c5emn~0ThLcE}n%*OD5zWK#? zRhRX1zwSUC3TxJ6pFdMJKI72Cu@aGziG9pvD~UyZWTA=qoxOCPerXTni#)}t$}4Z8 z`lQ)2Ubi3i{5oo$9STLxE+U;45MEzi1=`W6rmW{XCIXT?5~RlQKYs5oGK%P}CiBNJ7Q#j+)H(vK~~1xvN$efe&RB zZcK`l8`?yIRu`Fs%^jttdM)yHr3lV8DM+(Tr~}-lx_KCc)`Dn*X5E;kPFV_kvnD+e zx&pMTX9-egPWbMmSW3yb0_m^|xG)dc4KfURfzXr1nZ2dz-$rpHkT65jt&NBw-`MPT*pVAEruRb5XK^}{?oQXieDEr+=t-L|!b_X29{WfI@M zwI=%pJ02N9vWbyVkG6Nx5|5wW{u8^PEtmTjQbff5?JRTbxQdMU)R;M~vfvSISvnQG z!Y-#Jnbrb?jR-q|OL8^OA{1wSMPdW6sj)h=pyp9DsC8o=MPf~2=241tVUOL^*qdm| zttrhH2zksGC{1PJx);<82u2s5pO>l*jXf(FUZ>WWLmQFAvlku@98ADC8Ux4@?9NiWg_*$rai=0 z)pX6IZ#yg2CR8^W32`3pV2K3Z(Clj?@tSL)GV9Czk4yrNIL{nQ1de$Az!xaaa(YAO zcVW0P4D+k*!L&+kcld!NGS}rg9S(22+JlPf1BZ2-=ifn*j9>G$vk8gz1&lkAURUr+ zV4pRDug?oX>F>Lg4sBon1(D1s_Q3nb-Sq}jfo@J+oYeStqKg%Oe@NBqQYBG&TUCd8 z60HT$#I=OGrs5|~nr>27M@sR@Dqz9{IAW7FiQW9w=BHfw#x+mD- zJmwvzW4`QrPuRm47%%O%I=mbj+c&o2#gS-k+>n?qhKVz7-MuN>v#G5JZ7ytatZs8b zfi@RplLfF2{iqFOy=IBfj!iEmYJEigBNiDFoKp^#tu7R{5@1g#9hdQVV?*tUwndW?LDO|-B8TiGa4+t7B^W|E5YlQ2QIwZd&vtAy#L>2CPJl~8Jj zspAJ_ifbEEt9~{munu$1Pmu=f`4rbtwRXlcBcptJO^?TDU>&1TlP#RfZ+&zfqhqPn z5+!9z;w{x^4`&fMBuTF*=tC-AJ2|RSvI($T{;s4RZ1g;IUu~&=!0@8^M~%^|vyFJE zT59`9DY0xdFTwgFRUF_BXeY)ANi(9z?IIJXXuGwt0o0!<6$(z1 zs+Pvg3+kJ!XS~)EeH}(8(n(gQEkX;Tc1Uh9`X8ty{M1d8tr4y{rjBc+!6sVo$OA zt2FoZpimUMMc_bC^YFy4!!_~1Nu@{G zpMEEqmw7B?TtgH2NqM4mISX}YvX>at?m|6J93(HxlT?k<&a{*K&-nF=5j>E2W4Sv` z2|J>#iH>N2mQgYgPpYm8I`k&Z((|orw%F+V5eX9_4;bP4Of!*VxYH2UA%^hX#j8N6 zd4swDu7v%qdB-Z#fct)~!+kpt7hlSE3hoBDCgxt-2VOsLmd>)-Yj~6&?oDm@Iyq$| zUyRS+=9k(R0{uquRzmjn7)C3{W-q9|j)#2>3$JH1=~Q3p2!2&tRYpJ{f9I1R-#lY- z`M`h7GC&{AMajnJk7yC=jI29qwKRsAx_)>e9?`~A-AhvwK0fftc%L*I+Nfl%ZJ;Bu z^*=D5ondwaJ&`%}+R>PMXT|o(1LI{Hj%HfCxJ2@b;*F1~JlH5l!D00h1{(gCZo<@! zvZQ%E;2&8)TY>#%8-GnDHZ|sT#^J12gO$KWAjoPN?F8nfy7fkRwCZ^xzv>=Z`$~41mkC4I#Ha~KB5wP6d8YDH?*0bu7;@)(|lORA3ssZ z)4pw*P){5Ct^qX|%I8T8=$>hlb$of%$!n_8jZ#@%sM3sPV~XQ+p-A>@B~8T_hpVsEu8Rs(r1) zC&LJ5e8%SBimxRNT;h{)VN-lD=tY%oF#*>}grI=B0n56-Wv3x z7a;7Fzy@4F)OQNRyV?Y8j$7I|%{v*-ctlcrZD3rHmOC^v!(a|8X>608b|-L3t~E92 zX-z}3t!c^mQ1c^f4bRl_V}*6AG(cL1maoI$9p~%t9>py`%82rLtVbJB29Zrd&Bu3$ z^Hhl~z%)-^RCE=KGYGsXTO2a4Jd&>{I+P33AarC8EzW*)9%YX1spvNQ^9hxK_@Y%y zKq9d&vGMqv5?{LiSJdb3w5x}0c84jxWqw5|!JBf4D6=}R5JyOMo)oQ>?ShZZ?3jsP@Tf2PC~K{x;xhAYDzCBt5|0t)l0w94`<=`d>3j)If0yiQG?wF9|_6{*HOu;`#Vw20Wh(p4EibknO4BB$>% zh)7RL&*Xk^mCD_nMOUjF`~1a)8eZ+}0L4L{Ps?HXosnr=yas@DRi51*;Md&@wSJQZ zwa`m?6=tWF%Rg<*dyqBe#!b^VWxU=!$F#2W;_Y;`uO`uYOsQQxB~E80Nok)#@3h$3g3gsQW4 z6d}Q`K}!kQw>XWvl-Re{p~9|(bKkl!R9BfDu8AnY>ub=reh1z~nwfq}6TN}H)Y>;Z zAQxOMgG=AyxUp!uF?1JgJFBFz3@)n01zNQy$w~pXxe~HkZVw;F5wBnsS6iKGuoJj- zPi$Q%guNDSQ+ZC?k#5t;=>_oCl=cs0jz>iGL&WSRwfeKlRc&|-e^5YUkySpByb6z4y&w+{R z(m4=O#Fd8O9C=vc7xl78qV+YN+SHMUh6}@$;f|7FuUa9E_>qS)kaOm->7GM@WLoFY zLy-1FAag@ROXG5JC$PdCh!N*c30vFtqIuWn|RD~#y)Jq)*Y$|f;^Khx- zfK4R<|3i9j#m?jX zKvCEA+7c};35`P)5J{TLe03qB;b4t-#tw=n%A&n;lV$O}RM_=BT#$QfiTg796fPY; zxF9W;=Gk=z>*=6K*`-9;lB#7GA`2VP8B98oP9W`tKx(u%YP6$BD@zTns-dQ#F6YE! zrQ-Bp!DCTTC#i1tDSLM%scj zVN~7ZsFettG>K8A^BVW~iKK7}k~$kL_-s9?c~t3_b+GVuJKu!yM@tiSAe=yG>2(GK zplh({Cc75LJh#FoNMo*95<-KQUsl-VTP2nOdju`9UsYgRpi?`pJ5{$=Sbg`L_Ql0_ z9gJ)59>TbSrGxPW#v!cXdiyziEa93P;5l`(c6NQ!#>cY~Z9iwCB|iBEsZL78s^0?u z@kyqjnw}YYJO_b|Iy_mb_G&t^#svK>6WYy*MsPhQr;0Y~-frsck1gjoc3qA@FG*{n zlT5vI;Cm7|D!!z|UZ}IZ(!kGFXzYk_c^Ma#(^7U8hW#Y$sQSg0gH`47sPJ8UY+P&- zrK9p1^+~15v-4FcbnD!5dxy7%IJwvUXgYlN)LHJ{ShW5jI(hzyrq_RFp(qL~t!s4M z>Pc209Y4+e^5a5PJQ)!0pJ6O2O{aGKtFal(MI$}ZhN-b06N_WfDkwCQLT#f@7P1Dn z+`tM(ewnwp*0-_|EA_1zqca|v9LYd$JW3+85?XUbv?DqYC7El5SzO5<*9PDI(Mid* z6;f26Fih{}JIE5qxhU=TsTRE}}Wr^DO}F zODg%=m-3LRqfsE9NZgtC^)=JHuP-GLqhQyU0f;Z(48;3JWB;is*VAnLNtq0zKCX59 zf24W}iX4yrcM{hTZX0LwrM+bdB+OwH!w1+4y<3ETS zcvSzleV3rFX%@4udSifc3+-TXQS@zU1SS62LO*m_6*=x*kyXRUM7 zkL0=R_|tOi>M#C}h-GmGyQpZEyMYzQvq1a3yq577QlB@ip5Czg{npOkzf@TRnwO8| z#^XLZ+r_-eM=StJ`hQ_!85V6H~W`dbIc(4b=OQZHPB5 zr{}%)IFQBXyLi%~r_;Vox`*fnS_?(-W}A4@a*RoYqIj30uX}yJzagAE8JcZ^2p$Yi zgkSHbRvxvo7pN`$vIq-EyiRbo9Oq2FJ6Y3=Z-O6ZSpTj)r^?xU`xrek~5ky8=Hp&b4@!tu^VJ2$UqW*UjyNPBt}uk_n! zxY}!@bL;PXOp~?;lzfcR9NA{n_}6iyk2TS-=(X2j&O>OgbOEjCYL@tA3p2T~`xs4rM2v*?RGLOcrorG?+B6({aaaPG@ zVpexf390KsYF0}d4A&3x5BP(<75M@DV+!z)SxrJs-I+Jf-L}z~8WW$Y_7cx*50$Ou zqw$QQPc){>k67Q_aWr$^?rUNklTlbFtnr@M;o=k;JeX+1ot*}= zw$MKyXSwe!o}MF2zSzjE#sKIvvq!W9{ow}GT^`F`_s0ywuNZ&h_|u;F8^hzhxmSbD zp$`6Ze+<|_V`?9^*a|!A%(nFL9ho1q`(yg@il?(Tx1e%qiA}tYIG&mvInUpT!UZ;^p}Sz8465 z?V*w4YY$hecw26nX63=D!Ol2}|_h00`d?p&+s1Lw}w`Z13_T;B(b=FB~t>;OJK2sjrex4h9>C!0fNe_h!ca$!qH zVpQ12+F&JidhBjHYAk=4FgE=$xpC34d8h`jrarzfyukkOwh1Tw$eDTl*#v?h*qU(9x2Cs`9 zXT9lbD2G2rWqfewu6>xq=EkecO4#^1$6*|D+Wk8ILB2_}64xhlaI&${O;H;dzvgfU z$r^X7WtI&Ns~!FjT_0w*kHc)k(b(7nG#*ZzBpYcLPX2}SXJfmwA&k1@Xz9o&_x539I!vQIK{c8@r;jfQYIZdwo@n8^6yx!SIHugK_Mubur6qlg z7|t))ueU*Av!;}f4|ismrx>C+@mHM%Tc{FVF|doziCs90z0n1KOnmOt`fwWTz2$1hikDbfv}9mVHs^uCPwQN zyGXXr(LdIFA8W#eGrn`D*#aj!L0$`dcz!zCZhW2H@H+dN7ZgG7xQN{~5PX&6QxjJe zVq+jnUA6stl`rm8rB1;!CWH6ZwD8`*;fiuiSXVjyW<0kK9JLDj8izkxFCWsw#>ViP zK5!g#dUonK7-L7p@@ZE$lwK@t+4+2 zj0S6e=5S~DgZV~S@4+Vr?oAHNn-$*nf!|m}0A9_Ea+@WplbgBp$C zYi?kdk@IHrVYA0(k@5bpd3K(i)xmydV5ju?tq&7gS7o`__HYnuX0dn_O9Q74Vf)td z+%OY2Ow-1nv7E5S*kO3IZG*_32lgr#K6pCuIQ7Dx0-O|VK7$)Z6QFm+j#nnfX#p`W z)-RTvR}~Xk4;Bjzu;ECyf?Zy$FZSl?V>Wl@&Hin&b~%QJF*TN5 zUZx(|I~pRQll#S5>pWu8OB*^6-8k56qbM`v?MfYXF@`QC=2_dYOKjbp8_wLYz9e$y ztWLPe@Lr?72RjU;-8^eL63cD$aln;z!mvJOIxx@J#Qs3%xH)kC@RVr8`J;9IuIbx^ z^94ZOXbcM*?wbuMjB3hy-T9Pf2 z^H}&OuGDi?-t`@~SotWG(ySUVoaG{2V2R+vV-Z13$FvPSC zqdbt<)Jst#&S!gAEmJ2WC1_sX1sQh*Mc4SCK^_uju4oZy7-8G#F68-{V~3{>7tY&c z2fzH%MLfnzvTe(E%0f{0HiD@x0g-wmJy5ko;}sll7sH_=xpJODhj(h868l_Cm$(=! z2_9LkY=JHw)4;YrsNE)%^)Q=Ro8xRb2nG!GdVEMcymdYcNDry*o)a1gEt_Oir-8f( zg*41^AuWU!e=CdXRLwzB)8WUB$3XQJuq((_@Vy$@O zQn1`q2UfJQrivp?6&G32!uqDTyW3iZ*pL|8Gn=h>K7<(c;`blF zR5fjhuBWH2js1H#UB=&6yqn%%PH)HE=c~x3)ywg9{CBwi+)du4{p)y|#`FI2{&JZP a$8kTM$LVk$|2+BK$EW`enW3aF^$P&yd2ufQ literal 0 HcmV?d00001 diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/construct.py b/research/p104-a2-cleanup-composition/inputs/pr5644/construct.py new file mode 100644 index 0000000000..1d9ff07f57 --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5644/construct.py @@ -0,0 +1,117 @@ +"""Apply three exact neutral helper relations and join unused transports. + +Ali Romman with substantial OpenAI Codex assistance. Apache-2.0. +The helper boundary identity extends the retained PR5602 construction. +""" +from collections import Counter +from copy import deepcopy +from fractions import Fraction as Q + + +def coalesce(word, L): + out = deepcopy(word) + actual = word['initial'] + [None]*word['owned_fields'] + desired, program = actual[:], [] + + def flush(role): + if actual[role] != desired[role]: + program.append(['MOVE', role, actual[role], desired[role], role >= word['public']]) + actual[role] = desired[role] + + for event in word['program']: + op, role = event[:2] + if op == 'MOVE': + L.need(desired[role] == event[2], 'Chronological transport source') + desired[role] = event[3] + elif op == 'INIT': + L.need(actual[role] is None, 'Fresh owned lifetime') + actual[role] = desired[role] = event[2] + program.append(event[:]) + else: + flush(role) + if op in ('ADD', 'COPY'): + flush(event[2]) + program.append(event[:]) + if op == 'CLEAR': + actual[role] = desired[role] = None + for role in range(word['public']): + flush(role) + out['program'] = program + return out + + +def relation(word, witness, L): + h, cut, frame = (witness[k] for k in ('helper', 'cut', 'frame')) + n, owned = word['public'], word['owned_fields'] + main = set(word['live']) | {r+112 for r in word['live']} + L.need(h < n and h not in main and witness['reverse'] is False, 'Forward public helper') + L.need(word['program'][cut] == witness['anchor'], 'Exact chronological anchor') + L.need(word['final'][h] == frame, 'The target boundary stays fixed') + rows = [{r:Q(1)} if r < n else {} for r in range(n+owned)] + current = word['initial'] + [None]*owned + for event in word['program'][:cut+1]: + op, role = event[:2] + if op == 'MOVE': + current[role] = event[3] + elif op in ('INIT', 'CLEAR'): + rows[role] = {} + current[role] = event[2] if op == 'INIT' else None + elif op == 'SCALE': + rows[role] = {j:Q(event[-2])*a for j,a in rows[role].items()} + elif op == 'COPY': + rows[role] = {j:Q(event[-2])*a for j,a in rows[event[2]].items()} + else: + L.add(rows[role], rows[event[2]], Q(event[-2])) + output = {int(j):Q(a) for j,a in witness['output'].items()} + cancel = {int(j):Q(a) for j,a in witness['cancel'].items()} + initial = word['initial'][h] + L.need(h in output and h not in cancel and all(j < n and word['initial'][j] == initial + for j in output), 'One independent input chart') + L.need(current[h] == frame and all(current[j] == frame for j in cancel), + 'One cancellation chart') + row = rows[h].copy() + for role, coefficient in cancel.items(): + L.add(row, rows[role], -coefficient) + L.need(row == output, 'Exact prefix relation on every input') + scale = output[h] + L.need(scale and abs(scale.numerator) & (abs(scale.numerator)-1) == 0 + and scale.denominator & (scale.denominator-1) == 0, 'Invertible dyadic coefficient') + tail = word['program'][cut+1:] + L.need(not any(e[0] in ('ADD', 'COPY') and e[2] == h for e in tail), 'No later helper read') + removed = [e for e in tail if e[1] == h] + L.need(len(removed) == witness['removed'] and all(e[0] in ('ADD', 'SCALE') for e in removed), + 'Only declared scalar cleanup is removed') + preparation = [['ADD', h, j, str(-a/scale), initial] for j,a in sorted(output.items()) if j != h] + cancellation = [['ADD', h, j, str(-a), frame] for j,a in sorted(cancel.items())] + if scale != 1: + cancellation.append(['SCALE', h, str(1/scale), frame]) + out = deepcopy(word) + out['program'] = preparation + word['program'][:cut+1] + cancellation + [e for e in tail if e[1] != h] + out = coalesce(out, L) + return out, {'helper':h, 'cut':cut, 'frame':frame, 'removed_scalar_events':removed, + 'preparation':preparation, 'cancellation':cancellation} + + +def owned_events(word): + n = word['public'] + return [e for e in word['program'] if e[1] >= n or (e[0] in ('ADD', 'COPY') and e[2] >= n)] + + +def construct(source, witnesses, L): + L.need([c['helper'] for c in witnesses] == [291,321,369], 'Three declared helper relations') + word, receipts = deepcopy(source), [] + before = L.replay(word) + for witness in witnesses: + old = word + word, receipt = relation(word, witness, L) + after = L.replay(word) + delta = Counter(after['paid']) + delta.subtract(before['paid']) + L.need({r:v for r,v in delta.items() if v} == {1:-1,5:-1,6:1}, 'One H1+H5 path becomes H6') + L.need(after['helpers'] == before['helpers'] and word['initial'] == old['initial'] + and word['final'] == old['final'], 'Every target and independent input stays fixed') + L.need(owned_events(word) == owned_events(old), 'Every owned operation is retained in order') + receipt.update(paid=after['paid'], events=len(word['program']), scalar=after['real_scalar_allowance']) + receipts.append(receipt) + before = after + return word, receipts, before diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/inputs/pr5627-source.tar b/research/p104-a2-cleanup-composition/inputs/pr5644/inputs/pr5627-source.tar new file mode 100644 index 0000000000000000000000000000000000000000..bc900f0a1561b17b35492a80d10ae94f790d8378 GIT binary patch literal 1648640 zcmeFaTbtW9vMxN={uTOqF8W}#O@JgwdM(ehJsHn(_MVkw60fyqws*E3xm)g5td@Et zwGYXY|NgxNk{~FNGNhI)ie0&gn}AR_RH1NqQB~8yY|x)xTtB@YUR@8S=Qop^!FYZ? zn@@)q^WnSUMSnh=jGulOOo#72Ke_$t0KON4mZ#ox~o7>@NFzvjZ+>I}vJbLuq;A1Dv8_b6no#CuA z9A6G@2l(H3-kH4X+)f9VgNwmzHkl%8KA3*!k3i;f@TBwldeFHWUtIUcSA)w(!|{j7 z@M6%J4sJ*N&$i4rMx{!R6IpIzv^1&IKqA=Yz{`=k4eD;QV$t9uF=%lWG5A zG?+bk^y{Y&osVd2XLk1%{2$NJgU*%`ZYR?@>bbh@PiF)3J)1vzH=WP`j79^@p2-+JO@I3hh5~KO^YQnm`Dpky&!*N+ zQKUDUU!pVV&)%W6B_e;#641EL-?QIfZ03{6$W%0%-t{i1xoQ4&e|BxvGrR7~P<1=_ zSLDqePV&EgnN7xNvD^OKF7^XHA3b{Y^2e8*=NGj@$#l7C?lj&eK8GRU>oIb%| zfS-^4ko=F+}{^$pyC!YC{ z@1d-GCOkz%{Aa$eKs0zJLLdKz&wS6zXriJ(1>KHNDJ@@Sb;R`V?~fimx*WXgj0c0u zlgayT=LRy{zZ#rA(=8ezX99tKpMFvsr~Tn<(E0EF=x*?GI-N{U@)8-P%gM*_$)~LR zbTGf0jxk&(pU!9$PoH3zN0Z64*E>1wc63r!?(TNE)cMKDc}2m6l2e+LX#Qx@?OYGb zHS5-lCMW^=$jmCcxf`AIF_W?%-%cl&cNg;+M)%F9v(KG(n6;lUZ=nz9&(HMd+n@D_ zWIf93ycv#9^3tf}rvIt<%qyE+^hX1#ZediiMx1=2ocza^!wQ-yRg?$U2gwfY-({`9;f7CQ<(*f9zjz0_n#a?_?5 z*&*t8;N!`sb8-6g_&^Z*fhdLqw$v8n6dAfs~z+GlsVfjX@}r0VigLW#2zagJYr0hCYwWm2W9$XfV# zj&f-?-=p~W$=l()HyVtupsP;Lg)T}WjJ#|J{(d4ek{8|1rJau9h4Olz7bh~ zLYZ8UO2Jl4Y!K2 zkcN~KBoP?#T((X?0_uSNpH{aZT%fN)tAea}swq-2{q*#gqANMwyf6A2bNDg+7XM~4 zgV~*?h@bOnN2AF{j66w$Rzo>)RImH<$IeUaglP)j^oL{m<&^fvw59oXbndC}CAKUd zX^TShd5l$F&m;Q5tp9HCL{q_%c{iG)lEnsE4U=c@u#3>GK|AyIO*_3}&Y6L=hQ^R4 zWtM()(ORl6rICxXPRjH<2}Hi_I_YQBvL6=0(kCsbN6$_}+t5A`s??3QlaGTb=_?e` za=J|1RGf}@Nt;^b^0}6tPp~-6=98;w9~x?bG{y`gOQ#w9V^kJN6q<2C+b|kIQ~n8d zi8r$oYY4MhvfOkd(NqOwSra?!n`B+5Nq?KMS}*B2qfwGp-K*=oJD0;5?PSfU-;IYP z7{WU{^SwfCYb9cq7t(>V;nf&FJU&0}(6)mndS@`gUgP-KG>BGc?AuRBb&OB3Rr>{p zofDr{3ola=mO3Shk7sY5o%@(6$4`#&H~xGE-daEU?HFAcOpl+XdhO(dq~eTPUD~Xi zX4@$$iT{r8Zf~tZv{C6pYAVW|=36Z2NbJKejYdT$trZZPfWKQT%Vd@MnrXD9pI_oQ zyIkToD)RpH8L4Dl-G@`Xhr!nF1BuC}Ts(f)gRn&PWCS_Hti8J(4NjNIzgZxg(kyL_ zK4o)oHo2Q#40G6NR{O&K`|M-M5j_DkMrqHqI=rDKk_W12+@)mT6iP-p@peUw%Du5@akKZ2uUk{Zav9h_;)6Vm( zombd95w%iF{{xCCZEZ*A6JLS&uDbociqyeH77gC_fi4PR%PWHEV zBuc}{lb>+GHop4y`%Gl?WyHcQz)AXhORb>tH^;Q|IQ}^+XC|CAz0zV&t_E{lqugO` zrmWJklJV*oCyDtTCK&Pj_=gui{nY#6#~=`@_w9H8{r$J!yzKq>^3VVE?ce@#3|Y;% zp5MJ>D#arD8*P0_i+(66&%7?&uc0ld%qUZ;^|cXVeUAA8jobe4a)H1P)*5p>(8sM2 z7V|0YqCQTr@y^;?KI5fr$}||A8G09kX?D*!IQj5ggg7)_+|4KN-aQxiQy;&PiWBkk zzn}Qn5_`Fx*X#88H@X{oY(MCunC^|hdYn?hADRaK#k~ZLroLIFqaGSdr>FO`tcjY) z{PA6WqNC<@(*2Iv?Tmr9Zgp-`rR~un0W9BZAmirhB8bgBTg4W&~0SmxIyVqJZuF?C$2| z^%E_QSZPkr^pKo(PtT;qM6HAL|Ca0cX0eXZ@P@Pij;`WdpFn8K6ysO;i0MG$dHN&p z6Ws9NBW;@A2V$+nQIPIIa46S=Xo325czbektcQoBUJnEPp?ia+u#nfHp$mVV=+fPe zE{jtojRRVdw$+-)n$sRcB5ee=P;`9AJ_J6pRzYUE9a`ESA9pf2#hFi&%Xp8?>Q#Dt zO)Jrj)PyiJ;^~Qa{DIET{nOLO^6cvD>;wL}#6N}9ra#s-9n;=mG=NxQdBU8%#C6v6 z28YsL@nE*-fM9z;dco?>^BrJ6-EA}FG*;+onz*l>$!z>eRu;+-g$?ahI?b2)o?Drfo)6|(OSr}{$?xKZ^vmK zPW$O5_ygo4od&(P{n-HfuY6J*rx$lws{SZT5VkDC%U(LFz5EOV0#E=Ts#Oz|&}=a8 z-68dEp)huAxZUo}`X8{0ApaYbNk#V=R^IGPK{FlVmx*$bp*go8(3zMQKgxyoSf6ll zFV)kV_+Bb!s51RypjRA~ZW4z#cQ?IM z0pbU=|4P-{vLdP6oYt4g?oDZL`))WGUCw%M2he7N9u8ml_okP_ zF4V|K#c^HbW*Bh;bvwc)fI8)iNcyJ4Tx~L3x+s{91EC;G$ zWlk-f0r^44URMO_BHyCs~Qh%ud$`G6L4`<&%$nrH=Hv%+hA^1}|8fRx1 z7i?>=>%N$b=Q;B8c0iX8sh*}oV&|d{aH?ns=^G4&OB-|(iUFgNIFn<@aQUh0#@P-? z8aSC=TWiu_-WA_2}=Z~Fl0cO#C^VM{C`3y_n?b)jo;zKevW8F?4n4R9c@Wi^JFB(W0V_a}TA3-}~2T8lBi|fg3K$p;TpALff zk!}cDr%TeE_bsqI9B_ZJ7T{N?i0V80MgNMb&s6-$E8J3J0Mc>zC8d&LB`8B13tb|; z{v@;~qi&!SqGf)6J*2zj>!DTVdWaJXxGajZ?Ty~I0g-tODo>vlSEsmd$jIX-R`aQj z>mk~MWYYn<{V8as&9HuAx}3E}%iJq8Bs%+`_pC)nQeeUE8_)p^b^%WizexyjPpwby zx)DZ-wG`!k$dlU`}{LO$m2dDd@K zLQeLc#8W;Lqmc>nqZN*9{#>C(lq%2UJqzQ=pU2Co_&PL?OZ6m!6DbosMCKc+H(@2=0%O`9h5iYlXcledhQh6XfyCUj{}(zXFs)SZI@H2tN9oxBoMOPXoPXMS$iEj>3a zEtFuYL$fwu(8ur7g?lnu)N8Lii2o}O-F_wLFPfy~S+2Ehs%7#Gv^c-ET7wCDJiD0O z(uw2vHQf_nhcKSeK2WcOI3Gdb(!CkUI*Bq#u`TL(51!y|IDOQBYa=L<^byTTS&XyE zL$?cy`!Fm4{Tn)m|91Soe|t+hRPWQ!r{yz>mZU=2WarIKX4`0vGv(?*>upZ=ad>uF z9taGDsr7My+|Kd8%&&d@O<=I0oxeuGi<2cngWK5yZsD=ru9JME__7jVC=6(%0s<DXIRt?zyHO|!ma>fssC1+JHVKBeta7-$hSzj;SbhxD$g{5#+3TyZ1tZaAe&C+ne= zJvXtgpWyln7!+NwTmkO7rNjS8e%{L(f&p2sHEq9<3L>C!61q>;lzuKQjz9oaWzC>h zV;X(P_o8@w^(!`m&nvKo6ft;u8=e37@~8j$+v{r7As_bRpWhtot{$gYO}ewmAR@F& zk7rsNT4bK5b>7{fakmjblazhgleBE4z^)mN5xBgV&FQh!Y>*=%S?lyDWiwE7zI5rI zj#EBKRtq`Mj~aG6@9pAe2epIAk(oKmB{LkrT@%%2P|pP=69 zd`4H~C&ya3^s*5(LSz3y0;DnC@sspWK08ghh{=s>Kg{TE=U=D?Bbd#gH}8K=@2pap z&6NOHtLH!d{TE#X_K&kmMB31xG#wd5`WoVG|KdGvYmkV?TPT0_uQU2l2@}Ol9VMm5 zSj`|UR(a9%xl(pJj4cTc`uT%JU9gk=Fzb4H3y%taJN`R#%-_+zA4xl2EK-`Cp`_@bjNufB!@F=U@N!{r5lOZ)!Ah{)``e|JT1F zA!~=FCG_YYzx?4R1T|1oa`l$7l=e8iBNvz$;ijE#^r+8zfgBqmP*$K0-wQ4l6^q^IA&nZ zjIXc}PNA*Y3FZ7Jp55VT9L?|NW;Q;4lWPQe*7Esw(8FZIwb1PO8+x-wtSQ01R1^B2 zJ&0BQxzVDzvO;bS{-#2fQke}d zY@eW^r}QN#DS|xn1{cqG=$0Z=8d5YV)&T2O0Q(vMD3gyfY#iqo*SOXJM4YxNUlH^S zqZKbFpWQ!}7DnZhDk`Q$c`?&#QBCosg$blagRB0fuE7Z_$$NArSCZGPkBx|<*JHee~CO+v-q)W%bd{aU%V!l-V zZVZ{i5D6Q$~p^yK}evDO=}p1$Rr^)83FYNY3X>4;+mrI#j<$%;W< z)(+|MtCx0-hB|9*(aT+qbT%FDH`L}zD${w-NbP`)De<22^BpuUKeU=$5)DgtLA3IM zw6akOG?N%1U55#$et_cc?GqH_f>k!y5bpL{?luEwF|}gg`d*T zQRAEUXV*W|7XWe{k`k8Kj&BK6&!J_(eRYw8+!7OpC+dZZAUNPfa>i*rXF*Q{AT@%Hs}SbCF=Q$Hi~ak+c^#xcEoAM?mi``<+jioOp(?2vD0R zerXx4r>P*;1{#A?-1Xo?Uw!LiUvzdR&lUcsAqZeq+1nFp1U8+Q8tI@i_ST1{WkwID zWEzB&pea3{e1__v#gJ6FT{OLP$N4>y}`4D_;;K=dBI!i&xHD5BZD;yPhYS` zPNw4afrYqNP;df&nuF0e!TPiP0gef_LSM>-Yi8iDfKQ4ezV2x(_kiZq~ z0Zn=wl$vefbrC&`0R7*N=?Igy{eRM5R2BX`#_%4OX%W4Z{~c>?P+>3xOY1Q#Mt~|} zEx{g`Dx+#j&09&1GLN(IHRwi;Dx72)WI3XlczXJKuHIAI&Rnaf7gRKF$`3qsLr_@T z-{A>c`j>gXr?a)t;9b8SI_q6k#xlASg|$b9R}(u<=%;VWuPU;~?&b~!Cl32&l8U`q z#Duak`ND--z;wK?veqo!zv&W+X3na(=iObo+>4cDIm@Op0UVr&epPJfD6pE8!(>7Mo==ID=0YgWI`f=Z2$fXFvvTWm;MX zpdBYVPwP{3O^-Gj_z^FkVNs#4>!Aggx5FgjISZfQwiz;V^4syv9Ue21)_j&7r;gJN zWv@>&v#2dw+la_AR=Q-UhuKJdf;P?Rm)nC4HKfRTcA33uUjL?%#0EzV9HlcE)g}Y^ z)A8SM(SHqd6LcjzXy-QCFk!uaoS}s|wt^%3H!KewNulg z1?_`| z4|p73GDj{f8cI*yYv>vj?Hk-~!BSMeBFUdWE`n;fr^>WvK4ry@|d(K(F2 z?{0AQeS7_Rh6^Bi|AL1ppJ69~G}w6KwtIqX07g?-4&#Nfwhx^5ZwLB99KV=o6Epl4 z_c+* z>+yW4$95COkkDe-Z|J|DyvR%lf6zI=muDB#p}t*s-s@dXE@1Gj=S^Dj33j_Zl+{*; zC&%aKn6FSAbPM^M*pmJhKcL-2Rz&|ph42nIQ+Js$T)qv_sW=bNZ=Qf+v4ZH;gSLcu z))Tysn$5NC$}vIo_%%JS*AM@vxV*sor5r-0Sz(HOq=8J0O|$~Pyt}!b8FM*uPB5N7 zr|mK=_U{LuXV2-i0v_l6-+XIcUO;rimY0HhsEN)F=~Hy*1O40p`~yOX|3d%<81ihJ zdkZUp`H9s?EC;z7PYKXfL;981yV!&IaU)E@m3cak&28->NR@b2R zU7aEViR_XryB$uS>J&{cxfvncZTaW*t;<)aoLu_-^Y6IDd-Mn*l-osVG^>YYU^pft zDJ@~?M0nH=FCLrs0z;RYMg2ks%;(pG5$+DpVMGOmHF)~X_usw#@%z91?PY4FwP7{n z)TP${3oN{aXMDqC{$G>`*#FChqrG0S-!K`DvgghEh4m56oxs&7S)aV|plUEfBK;6) z^qLG``MD_n7dhThvBdJnz6L~;xuBWW=@=Et{Mw6{E^wuOqA2<03iIo*xWfF} zI={9sSL(S^pTqiaB`5d973SArafSH>el>2c)N`diXN5kj?_Yh+UN*xIsnQkvsvm}W ze%0sHQ{$X9?j|T~L;9Z=4J@~eJ?nO_HjTrgJfcyWO zYFn|N{`ZR?EJGzkVa^D3I)3Uwx*D@tC?^xET`Z|qOnFZ>PB>(X4H-7%4RGI zz1^2p%Am{$go!mGXuHW;EfI@#TMA{RVkp;bJ6IRiIIga{Ov4r=o5VW9Z%dL*W99Id zn_&;WO=6v9Smiby4O@^ba%<`qtE32=^+HLKEUEfJ<>hg-w+OJ*#Es>Qg>2wMuR z?ZfJ-7f4t&Z%D%4u{x7j7yzr>%FSfC@s<=>GPzFoEg7;YtiyjxhHMgRNTJ07o5Jcw zEDWGkP^{WLmIu%lAZtIku@>8uhAl!H)3AoXoyMXvU87`Kms$l^Zi~wdu;kAY=5-|4 z55YT+q2!jeCm#7YTX5I?J&SasMfS8R))wZ~tl`}P{TAqiXfHYH)n-lilh0dgj> zzy+(^%A;qQ3zh^~;AyuT-83B&@b? zNWvDsO-WeNwvW_}geSPc< zwH8+x8+jxvp)b(T7P->LHnP4}pLSZ$iaUXw)@w1QZS|A{ZQGq|8ox@N-Nvjc5#09Z z?M3RE#IucL&O_6R{Oyuod+Ji%2)9CFcFC_+43NeBCdl8G`PGCjStHywiD~hZzuG>(4oLo7=hp#siRV`f=hvai z--`Kls9oau)sFeq3i-?Dm;Se8E4JF@SiK#gZ5O+iF|2J#xH%EamT+?-mNnrTM3(GO zEnB{|M#8SswlZIfNNG4N^T73p*u%Lo5qmf{C1Q_>-L;LovpEr~J8KYGl#VruE=)E{ ztfa-C^+v+(ggcQ1t5duBHN5zgcxg4{3q4pG!8MAO4ZWpRa?^HO=ECdQdRqn8sM{77 zY1tWnVa&>+BP~}4YYfxeE^|u4Vl`yF(X(yzSJ}!hw%IbVUuoOFSkBT{a+Q0e zg>ogIimQAHES9t8;!0;Oi{)G;da;}(jq5l#wD`9r?~1D&a+amo_McaBC%F1O&tlK5 zF0A8B&k`iNAzzq>iveIzK1xVI~~6E59n7OzP1hM-iPn72eg61cSr+z5W}}Tpbbf>JhUyh z?E!5?@|*t^T{h#xqldjOZGY_O<;G=iXv3gLW zxAn1V@#uYpv1-le?PaXi9X-=X^M|3pf6zXs>abzPYWWW{XeP^~Jj6e?H+m0oJa;*I z?H|vtJ9=#!&wY>HVUK6?M(>cu^AJXFc|04ElHC$u4E3Y5qv80&WOy;a6Tjc|xE|f~ zhhy`FM}Q*2R}h$Yo<}lVNbvoIgg`7NBnt`QB2l$SG$Nw1Fb6mi0sRCix|#ZcB3d{3 zI38T~X7lNwe>3Y%2X{029Q^BUFrE+lqtR!S$wvO@wm-bYXWCEd89o9P1m;ock)&VC z*f$S9k95~O-@MH{3g{=XUzDL%`O56xj$-;jP*4yG38nEP5_W=5)!GSxx0pag?O%k8 zMAahEh=?wZ7L7pf0>d&xrb@j0h4#_ybaHujF&};y^xh2zqf5#cUXmL`98LS<_r2NO z^mcSdSy7k`2r@qQW}w)gV(>2})63r5$=#TSS$O$>>0RK_yg$7f%&EBH0F7Pf6=Oxc z@-3c|lz>hldwOtHRFojW@@1@D+q>z{-jh^8Fe4SjiHajn z56jW}p_c5Ui^59t9hZ%1O-aKuQ*u7Nt1kHMU;g&e)M(1(bgkR^PA6R+usBq#T7mod_18gX7-=?hmRnlg&@wld zOS$pHw5*yZIhfMv82hd-vd54#y0W?hcBhR}G5x3+sVepq_2kWUW6yF!Ybssc((2xo z*<<==>U3j|8ICWqC+~WvV=U^v$SE^$W=~Pw7rXyPiJLCf3|bYZOg&~8+&Hz|(3(nD zx3s!B+AxBcRzGs9Wf>Q#5q9+qNfWx853m{lAsYBJ;F z#=?rW)>Qk2##Z;R%*3LPhAnPfG=g@2E*1mdup=Pw)cv{ukntH#~TqmxYZW=bZan-1*?Q+%Pu=|$A;;WfK)txU5nc+-v9I6@V zN)DT<%*Z)%*oa190bWz@mzrDM$%T1qx@lNe%i&Uerhme8u)4ldDN{*tvaIP`<)E6X z3?0Wot!Qmcybte}F)ilrOV7Eav{mYN|PP)jfD#anargN2pYT9W2a2(W%*4ETp z8q|vBIt{8RXZ~;-RMRbKj&#-a*{v+@Hj4X>n$A@XYEhMGtmB|ow6><+FEzKilVwS@ zx@iW-X;h02%0gj%ary5vO%L-Mf0y;DxDGC^h--RRIjlxQ z7Oiz0){5rVR9qTXqr!{!It{BSSM226hSl`2@R3(tq20{lZoL@bn%-3nt5ubeKF49L zXl_l#Uuti4FUv}x=x4EqtR2>cqGlczMeF-my8bp(q&UzNyDdn);dQ4|EEV|MECl%5 zXfOP2=;3dxY|%Mf+8Xysm71#5Ji`L3c^27yG|5z7G-)5rC{D~)JH8TEipAfmdxug` ztcq5BTb8s!=~{IdUPEfl7GgaKE_7r;cMV!4&0;o(n=MO4wGL{msA9vdg&8}S%8C`t zDCugQX^%&tcnY=SQkkh@!!5p%beGDEYA&|w4m~r%Rw!DR%8Y<)cFr#Jm_ub&6^46X z?pd+86ibUsWknT+dk&QuP8HR{3}#MZvwwh0zxMLIW3i%cU|? zg;`j?+%Yqei%K1;G8Gh@`(m$*N;g$HRAlHET>D~0MlMW^4iy>t1;@Tvk&y{gqeDf8 zzTwuFnPe1(sj;S_pT7N%?_U0;S8{*%g?g%rm^P;O)r*)yRS`3ODHiNf#PBvnB3+6Y zxl6$>mmK z=I7JF)$nHU^m2$dzw`4;Jp6?$J)KSNrWg3(UtYX^asI=r7eBrH>B%p%$(Z#;gQV+g zu$?9~-qq)Gy!5Z{Ddk0Bo|evk-xHz#ht5}-lMj6U|AyDg9|qGN-s;oj9Zq2EL22}& zc|PdPZeSgNO#PGV!Nq&LV1D!45q>1PN8`!(*THnsdv}N5ydO-*1Nv!B2fy^XN0aIN zdZN8X<018Y3eys#i{HDNhP($2nbGj?K|^IU0tXt{u~l~_h%+jo0~O`fjY%ZE-+%5N zy_-yL?neEiXGfQV(Y$|hb=n(to_9_@4u)6P^ONc1V{eGW({pk9RCaDAmmT?U9cb*) z=gvQRd6CY1(s}vccrx92H-x|L&IpDaozy6%GaPp`J3AMn{%qE{dUDi-jnDY9Kc7rt z9YZ(n-6NRKKvAO+KlH9T-}E2@9sKqG&IOv1ep;0cKJ_o=qt8z|-y2>J=bt+l{qeG;c&rp1jlfxK<|cEFMO@ODIhqC7Uhlj*>s zmm0iubOSs6S?A+mG@@Z0j`8E+92Q8o{VCeq(}c5*+)hTH$CDcvCBZbHKf2S6#M}tH z1lB`GH%HGROSH8u2>39(8dL9kb6DWaMtK=Oj3J%3m}@k-a9a!pUJP$(s$sH{jYaR` zdN{(EfTu{YCS@Okf;8Ns;A|Fkan^!ylM1>pd+N$ibwg0Yb}Z;h4>n)axNa;Gq$wYD z`Z7{+SB0UkAiHE0g!)zY$ZB4%{|?+na!Avps%GIuvMZG&E2&ThGLBJW5QmXMrAZ`U zToi~T@L?Df`*Eyb|07fsMc5;nO5@5py}By7vukj+EBt$~sO$S-7z89$k?_Di$d(^S z0scY4R2=wWKyv1jT}`5;E%Kv4#3XYfhyobbk>trFNK_<~g6AN)j-bV1oFsk_lJG_% zN@A4=5@9qTiC{BEf*eN>v`9s;=M!jzA19$7kaVIMQIvQpAsG#lC=6o(StLnKk`S9{ z34tt{_LaqvIm8@VYYuh4!eqegO%j|UWr+Wv!u=%n0)@E(<=%}Wta6F(NhwL4N0^lY znmq^tT7g1LOdlH}OfXDxnA>4uA_p^!v`65Pfb4v>S?J=|f*Bq(?$PHFvRD59l6;(gW#3 zJ41nn5?UQ*(~5Mcf`;xQ8%Gu2gDU~3(Zo+^VNlpULH9%FLz6-|VtGiU^l1SgRU1U8 zm==i`t{G4lX@4&XL!oG?P%-v&v0eg1BH)>U77Rba<}My zE6_MB9@xAEsFGB>AIccHw2)%mO0dI&e#fRX#G)1H6(RP*1Y135d2CRH?kd&=A05Ct z6+qPov6Q;ESREqt0qa#P(H0eiy2D>wooci@PaWs=pQjE_9STyHFPi(=g|Za3T?%V% zA8HghOCfI~cCn3EPYQW2x0AhG&5d`BDqtowfC&aT0Mt?eR@AWWi>2@bLSZ!W`7eTE zxG=!FACfD@0#z zS9l!d7+OhLEL>>Br7uAsN$50OGaFXdcH{Lpo|Mj zi*98$fy)HD5+L0Brwt&IoKn3mI3ZrhbPRzanE@BoD z%vkrO=ib8Du)xA=D5$X*RZSSNdpxs*2@c+e_@C6p0DdI?bf zRH(%g!WYbKzhJIeoNBHn7$IbYkiqrr3G#YVhp`#PX7-QGuoSWs?q3QSoN53##Y|`b z6U-gUju1jXgM<(!TSf@sFR4HX^+$#fh6+Y41{3RFOi&@K9hfp%gv#k|v=r>$f&gzzBjv-e$)dKH z<3>;5&8buo9?2qb6<(2srO{r_bfX&Jr7c32;q58xSu8i5gVU)zfj)`?kTF~WNb%pk@H_hm*{Cwm8u5w=Z*v={+0 z2b7xI&bCVEmfZ=oSV9;hWQ@=@g<_15F+#=&86(`lDFvH>@5T(g=JjjMBM-(186#wj zu%#X$*ov?LZaLOtf;ock2qT1pJ79!9jQ+N2Md$-`G-ikTBf|*c2M<-|hIsT29>(j0|^^Fd~Ep9Q{6B+Me>dVlSFv2K@%mM@03P-In#}51ZO;Ol>>)r_yaC; zlmPLf>y_E7a6(`E`E1&w05djbLIap!E{S%86T;>XIH8KRj1xw% zQ8YNA{>X4b7z6^IG4PoFETK)cB?AOhK=7QRY?k0wTF07zC7?~9NOPls;1dcVB`Bhq z)eJk;jZOr3kAi@~6cMo>iVl_2-Dn8}1OgGV){7`WnMH0X%Z(zUZXlu%EDNOqlt}@Y zESeRWZdBo|RY;1<6bcwAB4`IiO0o!7=dVHwRYWzrpoPLmh(aHcqly@X(RSfNm`GA% z8i5ybZ`b4Pfgw`0qSjc<@cshHEZTV-$@^-^hOy`Y!-lmA;=pmk)~OMe(dGTpfy*ev z9}Ism{IL=I!BdB)4o{tprVe8^jM?lTvtcP@DcrvlGHBHR(2AMR04D4jIRtn^UP%3| z2P!0^MS~sUHY)?j5cAMS{C6u@o&GGrPwB69h(wBVXqSy)p9im&1=^M+xR#dy*#tt- z(_{VI%&|ywr4mNK(?TU8Kwt$OJJppEV$b`2KyFE~@Y>M^7cyMw`2aQ%+g`;0XeGkh zTg_X_a-|8FGbE}WVizL5qaWDgUy>_BQjV6-$VYEHtL#Y}R$&h=y7H=DdgP292##>0Os5KT%y#MrL7VQ{KY#oap zFj7;iAPyXJau^L@YLC8>g;EYXNS{mcQ{>h1Ht}E6I=zuG6I*t z2@EfA{Td~R48<7APB4`9q>!1g6DF+ZDwCPe04A6-_>Sxlf${-Ol;PHc8mdxML;aPR zA|h^{9nVjHmJlf1D*&U*(Zux2m@$gTD+TZq0J%qT zzP9bqR5ZvykvqGNtJ(vDtLg-;v4G;mBvi=I|wx>1$zjT&M>h38d~_=sK!b3lu3W%eqd zP-t^M7o1Sau1H{c80`uslnt^xQ)+vVr zhX`3h+hcH8vr9T~31ygrVGf2lHi9{L>hRRzsk714VQhx6nf+rkEQKtE`tDoYlF^pP11!q(41gMZxDFjcn2$j>_Xek)|1p)l9Mi@l+6fFR~#T++! zh;$fA7=Nlb20eiwiWbR=OgE|le3MFw%BZAJ!hR5-- zPD}}XZPvIPy9Yj0VLwW~Q6ZyUgpGtjDg1{8aY&xSyd)B#>;@u%6JNw)gm*CoC$mDq zu^5KP%=fh{gSfA%wHRTYm^Bt7ytgnO7)HnpT2IAw`I6B2lF%#%H7+0PWbe=snES5X z4O1Zx7{zX@gkmF0VavM;anP}agD(fT^%vN~#n}19fgc9s+`va10S^(svHv4qABemV zza)>Ki6AgiSmjNU8wH_!=>cVoWM~nwQ{CtQ>4Ym&To&MpA+acx)7@yn z(l1dSj0i>O;U9Zom$KX_%E(6qNq|{|5+Zz1SQ_!=OgE~L2Ve}wlR=C>6fQ(WU~{4} zdlgRTM^vwiEg_n(A``_BzDKw1ax~JAWg~Dx?rVE-!a6bg3KxrJ0a^>RzPB(o?2_M% zLXB^IW)S0qSc|a+ONo6#7d{UX3FCe*z(NX#*P#Gx0LSC-9{>r0Q9ZB&SFv@nci=c-+f+!4Q6QroAC`nN*x{_h80=uM!v;He z>hRQITSB%a^bpo3i9-)h-9-`yU0-<;(QhITZ|N0c({R){c-o@JMu^svz_h@F-?hlw z$-Q*V$+qU92jhe|z6l)b5Kjsm0#{%a5XaKTEj8{<5h+VR!*^j85GeeD(gW?f4ndGY ziL+sdKuoa5Kr|+@9AI6T>B9A-kRhs_r~-~%s4#EgIFc@75}1V{9vh}~;v){-SJTJq zF~J_(nV<~5H?c93Kn-Z;p+TV zXrXeCPzXayRA=x)T+K#ZxlSBAGoNZEFH9t97#e{W;!QjEw!M&Ht*A8?GrYe*9vEoI zELzusn#~Kh2OHK(-+|+Xty3cp7&vUJj57Se@CRS{Z3KVt)ZwYaQ)i>8!&SG90H{YV|uO~2Z6%Air!&+z%t;@5RbN1oap#-c#JI)JiU_9{TXV zXho~jpC$ZhMcEhzdcd>_;4VvWEiZwxA=+SK2OKQYT&aW+0JTsF7zkKRu~S_s0loJ9 zfc%nT<+Z~NE@ZgU^MP#As}?-dk`lnU)x4!FSDL^%L!#=z-x6NQ;Hiv7wIb7%t_&g= zVPH-J6OOzH(Gh`FTBNJR?aaD2*1Xu|sUDj4~#|m3!)UHuaxXc3x@8nZG-_k@N?e|nz)eRN{_;)C>S}$3A{iEm^c*R>r$30O<3mR z+M2vbz-|}T_z7^uf^1c;D`f!xi0+3Aar9llF9VGGVWL^kuFhWtDngj4au<)L0m2JX z>_b3`mzR74pQVN8TEk&Q4Bo;o~rcIDRfu8W3>bpp0R=%!Z4iMO zZa)TMb9|a|XWI-IMm2)gSitc9;&@;4jeFSof3J#n0B3hJa7?Z z)PqqEMm;t{J$UNy)ZwYK(bQq6hM}7MLp3agEQR}*LIw;OFl4~+s{n=o_5c`0_-Cu$ zOe5Qwss6|TLts&s%SwW#R0(vdEg8fCLg-m#vjn%&LI#Lqi|EW2fg;U~hA*NRC?yt7&*Hxg@-?&h7=32a9t|49STv$Wo$?& zMDFf-+&wT{3Tlid-LkMX7CPL*3}hZT`zzec+OT~*dce?3t%^8sY=(tYw8!AEtwPEu z2%{j3f^39>@YLa{!&7IYsl(6>LpS?}ZdeLg3imIC3?MRq$N=J30T5xMrsE+-TSgFZ zIRM+h@qGHZ_s^qe=~sp!`aq%Jk99zw$kU%C6lz7;1l~)N$SR#BxR#gjI4UV>ltrRQ zbEN`fJVfyeVikuL9Xr*P57z&ASViK7iBKHJdqPjpkkp|Eg-cEtk#$7~+^ouZKpl~#w_Q$hPe?FXy zd;NFw!IZoL>((seJbMX<$lYC!y9WkX)e2iws0iyp z9TgG(Zq+Oimjf24n0{rTqKdr)(V22kQGb?zs1;>J6u=v1WEIa-Tqy*Bk`X|%(4tYK zxl$1#knl(9dtL;SH`A9=vMVi_$RP4Ocnt;YCoF0U8LsrAASU?FkG;_IgTNl^r7TyP z0R0ruPtOy97sCasmy~!=k?TqsK3Ek3BO=VA@>CQcK4bzMq!`lb{8iARRNA4N3$zGK zIOxVYE@HBipopRNx7r9?k^8FL0pkOMtLnt8v54Zmg^?Mw+lYv5W6%Qz6YG@2fn$j* zq1X$@N$3ZW^V5Rve(raSnKWK$RXx9Isf02b!e|JiAse9~Jau^L@YLC8>g;EU?>1&P z*=6)#C+LBXh*uR)=RLaUTfX38DP$m#fy6L~BE;>2IYSJL0ZTgIf(W6!LZQf(Ma7Aa zfMz0y0$i|rzQi2E4`P)>N+Q&mA4^Xm{2EjmoFV!N?4jaBMTj#7Xdv#&1YzBx#Dken z;)gOuZiqWh1T}-lKadM!*cI)92{l$UHL8I1aRZoOj^MD`a@XQtEQKH3LixjN5QbG0 z4-uw>Tg4GW1Xwh-iTWdVZz^LCD^iXkB08NXOPEt_No^Nqm(3E~N@G&OV6RlSNphng zX}%+hVNfDsr@GMzg9MQa;mQ<%oZX#rx*ILPdQdzRToLAS3nROj z;~k85Fy65d-oaCcrw&h@jiwHRGz`-00v}+g&;xoS5^_Secn#Xc?PVB+N#OYreA6Yq zV!(PgDAjsW$S73!L2lWJpr|c$4rYrk>*ANxW0%%1Yrj)Dt4+Hox~Giq92P#%C{($ z)7@yn`6o;`0bk;!0Z_xz*e+(dQN)`C*euFO;6GSGdQoZ2mowd{!ZE8PXRQD?vCoU? zc?BL!6oOElzX~plwK<;)TqqD9l1vLJ79tiRdc%>d7b?$8!`9b$k1URalZ$106~UX33)OLq@s94xM+-$1hyHlQ;-y!2(H+0 z|4OdsA}>Ikq6D7fM3NwI5`3QFUs#CYp3;Z!GlmZLZ{WtzAzK+DIvY7<#1u}*^0Ete zk3zxp3#Ocy#V~F1f^LPq(StViG&g~}f(~)RNHGwDZM!SQ1(pRKre7I)2nf*jb*Vo~ z_|uBANr;enwl~Wx!L_`E`_3Rj*hTa^w{$GhT&ZBy@l=R42~c7|$4+&nB$Nj`V=_+; zL-^?|h%IEe(hCHPq5VK%X@n_bWRLSwmMcwxCVKEv3P++qYXewQ+YG46b)_t!2_)RU z!sC_#ni_;y(o3AF%wL5kLXfF)7eJBlUjh_mnB;&W1wl;QeOj8ySpz7_NH?YtfFk#H zJ>DJ|T2(7*jRh3%FObZl9RrH3W6=W!6l)d4frB+HqwN6{+bW}siZCj|sK`dB2u~fJ zIy`kYnmP<9GN8zSA_I!;^q9$jA_IyHD30H!jzYKSfV9#A${-zeFeHAExh;jiQi^{V z!FF(~#)!BaumHvMD+3ha5);N@2G7%{7ZiJ=dEz?(n>B(&_LwK9JdqzF-_%3UBu znRuz=Q>9H6$?+-d6ag#38EaQ~yUrx?Rtal3Yk2`HPWiMT4rEYJRN^ehTwAPYk@{aJ#b(qE6~)6czsqHT6r0sq#p zYqN^yDXtU(`0a$Low8{ZX|7aY2^fZf7m5&GdyBr5l3i&b2qUij0jzmp=-Jd3GF<7! zc()(HtPmbWDUza1aVg7{CP2?bMILZUI2DI&CXhv|+f}))l;Nf|3E`s^KFtx;61XbN zP;J`P`Kv%h2s2gg0xAjs%Q~8(BHyRlR54o5md#Aint2V(nHp1}UVY(3Km?S;Sa#ve zUB+sa)FLB(1Hap0gL%V>K*#kR^QBO{EAFfy_cGQv}brw&h@jiwHRihPN^ zi%abF+)lC-vJ~!L3fV-i0VZ3Uq6#)&Aono?W=cl+Fut3H1E4NcjlUNdK~O8o3RvGELayZ;Gf#1)04qDZ+n_+b1r}JOxl)OJgaPzntA=2|1syxpl@g+h zV#h2AR*OU1QRza4D?QMFEoTr0G2E#}@TyugZz;=_CWbspLf@wa9T#-ly$Bm)uW0}+#}4D#v%FDB$LLnb&ZA*earW`yvx;v;AS zp2Csi6$E4#c>19J$J9f_lgH2~8U;n&q_*M&L}MW&br$W# z`%Oh7B17~zL7P>K$9Nc*&_lNqG~16nj8GRZPto^;PI_=MLSuwO3w0obFBEtjp^;La zL?_^B2CpT3ykzXsqfYcA@cbx|Q9`4}cY(XO3k1j3cnQgnB2OKL6d6)v1)kuRke>D< zM378q;lx@UU>&E`&<|ydTv|S{X5)SiahXDFCU$a#&5$B*BMwapc`vsURZwF}!*+^a zQy;I#gq=f*fD!>I`f}T@PjNY5L5k^D1}Wm8Z2KEl1S86A_(!zZL%oFM0fMdVys&pa4l^zb?u>A{U=y@^D zu?fz(nyRKwKR7OFXE^b)_68bkr9iL6$)f;X(nMA)7aq`Kv%h2s2gg z1S$d=E$kF=-=T3uL{{9I^HXq?8q)|nMW1_1rl`)mJv79sPSn1_{i9i@*1Imcw?HzB zoUe$PMQy*0Hyp0Hw5?r>8gq+pdhoE-NQ)68!{LV}qYNrCsOZ6~jqiDYUlHiS#}#om zP(W~j#R7u`APS5Va4q81`vk}mV%koxWi@lZ<|2wgMFtfaRAf+*K}7}?`E62HvM$VY z;d;Q~gF#GB{im_kVyr!my1lS_9CEcfF+0nB%2QH$FiZCj|H-Q_WB0P0?>hRRrXzH+;Ih&d9!pwX4*nB9t`3wK7l!U-GX(vM%UR@XY?<8J0qp!u?AjgMW>U0 zOd?5H8AwQ9C9tWsoD33#f3S*X32vp84}dU`o>kr?xls@b5&Zx&MyR)Fzn$tv2M237 z_yksnaEq};shsXcOL)NEJeUz;2abR2fnCaSqeu}q;2RVkSJ6bNL|7W}o!Iib@_5>Czne#i&G8S!BdB) z4qFqlH6ceZ}Do}5`Gb50uT}pjwRuo5}q(4 zuK`Rj6KGcsM-k8nKw$*(TXi@Z2@5FH9~n>xlR)^BGDxBREWu5+B?GV|w994*Zl#65 z&K$OYHi06|jRqc$BGzF9LqMB~o$5v>0=@?!gR4-A+gA)mIo*wxNZ`y<24t@n!2r-E zx0K~Z5zqbt_y>g%pbCQo#(y@=icB}EaM&tj1gtd_VWL#51cD)2eXq`61s6tIZ@IvQ z0;ZOz&H#ppQy6U*FNBdK4MQUUL+EAelvSxAujtW6=XfWoi{f zWA5tBrgqI}n)hAB8>U8BMwjR_{T>02TvWIIy`kYnmTOV#nxT>x9(yo zWGURg6f$(!0Mv?^&;TZwTb5lxhcI)aScU%9gB8LFWMO59>#PhR`v*)8VRevyk_94t zmhh+a*SUpascZ}jJ;1yL+?FM{mX|=;1e{^mF$aq@S1MryKrK`PZg{Mw*r~3RL=gFY zK%Pml^4bvx7cyMw`9L-!72w%UB4w16#(6Qzl_qe`kf?gXixKt_wwhL_D>7Z_${-Rk zOg-VMG>W_k0TO{#TBNJ!nkw|-Zt!#*)YB41y-%7H5N|1zd$mJb_^%B zjztd`s;N~F2M*P+jQXwdSlU(@WlV%I5ynI|!bEuL@YLa{v(eOHAcujR{R25Hg)D{p zmqJFe8h~Um6B@t-bCJ9wIMD}PifgF09@tP(puHRt#8p87Cn9#99n(*LmLRC~*Og@j za4oMC#4k^Ar4aZDqA7Z%sC`A6D-|Im%vVJKi#dkddqgAX&_W1~6gga3Xw5YB+Jrj!h*ZD;8iPePoVJVb7O;!7`D) z%D7WqIiQF@nXIB&f?MgpSJI1MPM9?WRhuL?3PK2_5)mYDAX*TyQ{CuDT<=G|Cw(bJ zWKk-oyU_vw7yCg%4pL#>XOHV*jvGCK9s~GC4T1!YM*-@V#(O!_jcO1fa10XiXpDA~CEf~0AK!?%uHTH*5ji5Ca zEWE!sGKY2x7PgK<4;U=0Qx69Y7P5%8$M~?NBFcydBOZ)+Y=n65)ZwYaQ)i>8!!QlQ zH2a5XSPEGR_b-KvQ#AmmVkR_z3FZ=cSGI?+Iix6v+xBD{kxR}DMoV6LTOG}({qbznpARSFUjN;EFr@$rHJhdb7g9z+7zJSzWFr)Wrw&gYo;n*%o&Buw z-NvldUB0m1$%S>z^JTC4zKf-h0YnB6Ls;*Gv4>+=90UqWI=n4LUJ`~v(G|3c6F-RI zx-bgh9nkY(I@HAvVi+PRnZTeXmLB4f;m$e$+yG~ZGKAYdgeVg-K};rzlO0TOyimXq zAY33Km+rFRxDR*gAO~|KZzrmt=JLBn6|g>T029m^d{+P>oQmpLh&bZU=KZTduRj`I zjc)+{9X)&VTLuCmfFbHPfFS*y;eq*|FyGT+l>P?4$K`-kBK^wB_@OT;lRhaHB7K%n zs1;=scrJy(Ur{z)9G{sJJr36qj@+GiDnD)Up zXhCct!<8N`j{-l0&H_G(CYHu|G0T-^l3>iCu%ZZ&5Is_YRy!*)UFk|7i9i)q47*G6 zvMQwSmH1MbzY0^t-5FKxVu?twC~!kWLo7f==w?7qTLTrPs`19Pmtct8-SxP8V1QMv zur(G`+`*N8h(HEP00qNq0t*VXlU-@yr9lt@ zPLl~>Kij+KLWV0ndZ`Zh&yT&(^Wl!vYTr_pD@}lYxW1B}Cjt+T-hFV;B3qT~N;$xr zdIUv8h(+b${RUz~!gAE2U7f!QT9isrRp82aYASO@%yQB(bFu%4i6q zA&iD>gog0c;iEWxcbOom~wSE}12xlxd0jf{uk zL5YZ+>PE-*LS=WSobE;oupWR+SW5fw!MQN9i&<_I0q4mWmWUo4&ng&#mO5LJ=|(k? z5`h(^hiCP<<+t7S%IsBGVW_QXT%baDQ`J}@IX8t7Ie~@AcCkW;1r0(Yz(Vfrdb~X_ zII33E8VeZSUm%%9JGMY<9g7|?B2%j%4jeRO8EudKVOwRCu@A;R82i`=`{1d=Q-`O{ zMpK6Y8wPCl57@92vJ~!L3K_9#0Aj^VXaEy-4jaPmker$Z+qOT%<$whore7Iy=mY7p z49xUr34K~oHVNSa(>71b5?sqm*y9Be{HR(DDAHW1z=F|Jp_C!qaTXA$o$5+SD0m*# z-jG9hAhn1sWVq4`5Df5f^i~{ zRJee(8d{a>N;yQhNtjH=fD{wNk&WOIHnMqBoxciHgfLU(E}$YHTykiNK#B0bOKwfK z?a(yQ@jsVwo;?IgGWoTno$k0M5&ym<3#Dll{0K;QdZS8XD1w5ek?bPs6Ys;mZYr$!UXp z5le)=#e<~OVL&%P(DDZ#c&<+N4jf8sn+kcrXm?8`lyw-RA&iD>gog0c;iz2?e$p;I`JHx0K~Z5oVV(G*SR>g>4`%Z!MY?nQl}CU`Rlb zi6Hl-xB>P;c!#wJSLd%n43n5@b^#295;o=tHr4b*U}ArOV~sWFX!47s=K@%F$# zsajEMENpmxfn*l#*b1?AEPBAWOs#@AaOjX_v^`dcZIw|*Ko|jG1Y{!wgr^Qq9iBQH zO&x}97`E9zY{OE>Qn-I9WZbF&xD_*@0ZiCAcnI`{+?p!6W%Ll20~UOker5O}Eac!( z(jaE~vxGmbC<{A1p<>@Eo~O7{kO0{d0GNqIqeye5LWYcS00T;R`YgI)r@B%SQ7k0v zEC8gzFvB9Ykl{)%2*V^!0wvKY2~VpQ#icA)ngXz^@B5zg!7P}DgsQ}WidB;TfF=>i)Uz>1+ZYaxRc7|nFiFx8EL zdBR4zITH>KF?@g3G%kf!|u2c6I(LP!YmRmAin70`O%9D#C}J zHdTz)vt=_=tp-#C=1h%g1gOZpU5~d1hFH~#T4O=Q`wJwqXvd&p>sa)FLB(1Hap0gL z%V>K*#kR^QBO{EAFfy_cGQv}brw&h@jiwI6ISl9QAI@PZWGURg6f&OG06dGC&;TYF z%wkudBA_9%Q%trUEfJRk7O0qh<#vjRvP115oRQMN%V0d8e(wE)T2otA!1~Tl>}Yy< zN(sbTK>=2Fa0r?tc96p&&6NsFCE= z$B<&{SoDA)#aab%;E*EAXnP>V*2*Zye#O07gjnnF1%lYKthRA1ef&ZpJrV+FPZuvCapXeO3Zw_{jBM{-D8z^{yi51#_5b-{mgSf#I0)ifxQs;0`#c>PtVnnA$ zT{LhWo?yb;GvW!WIHB5T^aS2{V(!Q;eh^c27(xUfmL8f$BaY{qR3XMup|t{y!?-6Q zGH?zi&oH5kkxQeGXQ(*dfgJkl?c@do9INu_Qu9EXAw`B1dFn8v$O^nM3LNXq8VZ~t zMczg*q}bBET#YGB&0dZ-)H~Twug8R)LyA}(04V|=+p?V^4mcL1n0{rDVob0*$JwF@MVc!Wf%6(*Hk=mylDkqn*_D=$>T#sR!V}5wp&QtR0Rcg_0ImUa13oU`>mGr#291Iy`k4 zk4IpYwWrR0)_8su()L#&3@Y;5r2W55T2BfY&uRdk#Y|`b6U-TWS9XfPun1I)5f5&w z&QEbUV1tVKD+3h~LQha8eg5<4nf@$8Q1xXc9)RL~rd2#oaiySwNWp=sA6YbtG*>D@ z!N3lWKk*_ov!(BXW^(|@(8Lsq%2lt_P!U`9q9w1L?5B74ND^&^i zqXFn_4+z&U_!;_WNiC6nFGogQpHpoyoXA>h(VjW=GH7 zFrY}+YHVh%P5omJulDg?KZ0q!5Za<1FX(;P$>SoAtQmqBrWRyW53~P>T(Bvm;4V(V zkbvy!l{rAJ2j#F7vJ|qFB3mh9L1IAhApnYScuLU}am~0@JW(bVoTxuCG%*s2vNAA{ zzDl@LZ81n zVAXQE8!fm>1-=L9Fp85Hi@r6k3psA|q$l9f2PT|8T&E`3Vc6qck?BSiZhAsIX!ipc zPr?;zfE|j>hsx|#XrYX$UN^81VHttY0_g)@NFIR5-_JI|!k{^!5@Be-oppzS4-AT` z6SM|{h4&Rl=FqOe!j^I90fU8g>fzwQLKe}sm>;%OL>Vk(u#o*SZseDdrw&gYo;n*% z9foNbrrAGC!&1mnxPK{RoT>ph6*Hj$OfYXgc4d8th;#r8;rwX3V4)88r=uPM2s5$& zC;}qDC@Tt{{w#q`wIvat0+Ac6vRQ&#X#}AV@a|+s;4?{X6kr&az~WGmPt^jJvs2yZ zAbbVLkY_20V1@;ya=IHWI4s3`p#%*JrGnv}MQ$m}jiN6Q8v~Y$u&V??nFxEtD>B`v z#^`RS5UB&+Y=J={)TOXFQJK98Fbtd{AtFKw!G-YaO3t`a`$B)ah@l7sjY3203%R@N zareM5saj!cFl=~lkz^jh#>&l8q1iC3X=T_p9z9^>uvSGJJaouH+8WoTZ52{RKo|jG z1Y{!wgr^Qq9iBQHO&x}97`E9zY{OE>Qn-I9WZbF&xD_*@0ZcG=fx7|^;j$FqA;R8o z89l`10C2G!K1{zdV?#iIIy192)So2`YDHN@%|qaNBAu1a5?sqm9hBaKwSGaONOPs4 zJXrXJ0l+_-j-BdC3BF1ZQ4tYp5L-ss#1=AK>G=r^`htXTx&XkRO>rs9m8L*k#TaIS z!2f(i)S-Ym*63B`x>A;5j3A2$lL8m3iH{IFQk6MVnZF8EgdkJpZgz+SV@n0Mr3O}n zB_eDRodf2X*;(hcG_|8`2&~B6U5~p523g5EVQVm~cyEzp9_<`fY#WarFsxXsA`Tu_ zWFc)0tk_l|Wo(485ynO~!bW)N@YLa{v(eOHK!*XH{R28Ig)D{pmqJFg8h~gq6B@t- z16=G1Rz&1Ea$u^q?!i?1)68K-Toq(69?TL|jFN&&3{q~<4PpkT|nkl{)%3IiX3 zBmD^QZ5YP(STAL{(gf;uc5S8DE(Sed zFtJWK96XlD66(hZ97sgYPYbZeNfJ+z1N|_B%X2@8y#VKZdMeh9qhv?Hy38r2CLCHz zC6v(+Mnf14*$55csl!u;r_M%GXFp3k$Kz~!JWh^;=p_Lh+r>fGSDwUfIr2oDDBRh` z-AH<26vC#%j}jRrK0+ojkjOwHM?&OCh%uZz?qVj?m@;Xzs%1kaa|GWNkO%+~Kq8dm zcAcAQmzX&eX#8UWMU zav^Tn@GLP2W8vXOdq;rDdQ!;vZ39p%Wfe zyEcU%Ps?r(C{?V1m-N>ZJF&hjZ1j?n)nArS!mn18mxw-yuzY1xKa=K4MfnhokPPN* z13x>}l@fV1mB5L-M0jPhzH){uy#W445zP>-Lkz>HY|OWqY)pAPRTT$xP0g z=Kx?Vjl}W=*87u%TLZxI^TE6GQ zu@o>xsn9Bm+Cqjaz3BgE?_Jy5IIgta`OIH|Q9h88A-c~8CY)<~e8@OgVtX7XJK1{m zG7t$#j46@QgmN>2du3As6XQc`ELbx!3KO1#y z_4RC)t4w_PGu#tnB1A%I3I`UE4VxiclDMd>gd$bsk745QNJ+t z3){Y5m};SF;r6vqk*ppdSvm+k7=+r&0&aIV8C_4WMt7Gt*Jq=bcjHM3;msew-&=|w z+*0h(331vC-6?R&n&CtfOt6Lo>(GKgf&_-EV<&0<)U0y$#BooYKdU%ao32OM-ofXs`BFerI2EB zj|hqZyt~FZQ8-Ua!c$;HXV|HpXkCP-c_=+GKSQ@ec&e?v$Jq7^45?ME!}%@fQnemK ziXS@tbci+%Del=2Jzz+&bAi}#xP~e4f#0>BEhDO<^ZTV8*HOhq6c2B9`2ZwgWj3&K;}bk++gV!#5+svyPU zsUkcD>5|Nf@KhdK5Y&>gKJ1vRPge0N#Z^L-tS}H((h&cA{x;oK_RLI%tGtYlI0&Txl{i1*aMjdrF3VLWRg65r6^XVBwE)$% z$6!&etK>M$k|=`g6>s_wEEJxB%pRM?`O82>Vg<{~9sLyPa04oW)EHOAe9eA}d7q*v z`r6t(_EYRqwH||tAF7Z&Lj&s1bqDV2>kujHDe;@3BlqNX4qu)$&I3P7yoiHmG7Mw< z@0+HhjUa5RSUPTg^FkO0MF7v=)oY=cA`yziuflIMbU=< zaJ`@+#sRRb3REnfN>DK-N?t2W9*->uYDrl?$N=)}z<^bXs{~lLvygy&b`-!S%~eVk z;jIVnw%3aIXQ#SK3V{8*C`fb6ibQ2>0Kl0HS9wAon!_R*g)uFSTRlCSIh$eu`nxLFKg-KSgcrea5zDhUWT9(1BNVs#=dB#Sc|T9iol5fDl5dM7x_dL4)eUl z$U2kZDlhlJWV1XFs#4-P+kHKkg5T_32J?3kvo_UsxCe2lf z55k6L9l%f)S%O;0uCgKm3PO7dPidNZrs-wR%w)LA^F8R)f&gd5Buv97wmW-1&s8ej z9%mqnQI@2B0+@5+pU6+Otw@dK4n2WS}J!II+P&g~ZNB}91| zb6Ufa4;W4CS{!yBOjHfs6D)C0HB|8s#X}SiSqTr( zsiRXzr_M@KM?o9~akdZQs1~XgZeI%(#p(fyrGwCeL8z^On}QOdmjp@#J6SK1Xeco& z!qb``6NphbGc8I>^Vq_iI!hX`$+yau32vox;uHpLPSHBaO#-C}a^xp%8c{pdO%5cV zDc*e&;jqOV+D>65zgztm=WK|WEjBU?Z*MvH1dd$!$WvGh!-f%;NY8q1Pu)N1V*gN zTuvcukPv!=Q2+tDtk4Mr+k7Co)FGh+z1$~S-oqsVtoMN(u7_Q^w+CS1J}n^+7|z~P z4b?SF5f4Q?Rzf^<>gd$bsk745QJ6+yn(f0hs)eeB+t)(Hsd|7@=^*rA5NadQrocj6 z5daI3z|8kaje)lCktUYvSRAV(NiElKTkH(3Gg%2WPF)JSU5>f6~YH;G9Y`5v65X$-8J z;A?32`GQP0seS_EDYoD=!*P*Fkob>cOm2E{asD#6@P599KAf&TFtwPb;Vg~Uix>KF zDBaK#%2Hv`*47$yK>`ecT@1MD7Y>gd$bsk745QP4&~ zo9%-(s)eeB+t)%xt$Ki3=^*rA5H=1Sg5CffiaWr19St#HfeTfhhQ(7!SqjUNFPSAV zr+IAQPfN>^Pl`a!p%Lj4n`8X~R>aMOpljbTViGwVRJ#fF=l4Ga3O2X&D4+I0n zzalqXR`$wFhO0aXT{HYTh{Ec5L_@Uuc`nOUCiHhPKw=c+0wod(F|Y?cec55)DwKnyZpDl=~&+mZ*Ow$^=Y zdj^Hn-vKoB(cNTpJ-r&;UEW-ujb7f3C)~*BQng+KiXWzsIz;~lKyj~z=mCQ@oeRW{ zgEhFZ!rc2IU-6zTBdVkG`=uS%QAI@*6;V`VB~(PGj!qq&Ix9^bg>n?i**=t`TBusM zeJxZhs|Q$?4nhwGp*AFM$QLm|E`TD)&YA&53|JPRSUi=0A|8b%vxLsfV+(>>Qq~tB z&$EkHDXtPCT=x?3Pm=nTRcO*&rTBpdVJHC*VQRAkwUS+Bglv!Tx3MxXN3W**zN#Y=`oz#@rmQt5_8`+jHMQ!Z9x+r!jTCWks4^qdTAp!NL zx&!m=TncoAl-N{gT;)PdnDS-iYZweuPY7E%jS|FCC|x7N+DaDw(?aZ;aj^>WZ{d7R z;wH>x2eE0V^6fZQBY5IIEg}yXPTW@&RZPTr6&v4k{z?QLxdA>o7Du&7)FWD zIXLlH^tlj`5y_a9EP$|uF90il9HqQiXuh*3l4Fr9|J>~4I3(YSB;$O?Igf9EpA+^0 zVjGSyoFnCMn@4bj2Od?E?*_a#60{@Ept?ySPKNUJ$YU~cB5|ZSfhsa`g(5un$jA^! zd%cZVKRP~7=D;?8NYbgJQ%9$c!igU7jq)t^SlBQ=!6cM$nI8f!7S9}pF<6CIG~+bR ziL8_60c#ozL%M)(AIMQSQMGXUTBu9GM)q>-Ll^lrbnNAH5PC2OwT*I9a3WZk_$P9f zS+jql7h7;5rh*c@6L!;t*nJI_XC7PNQ}OHCx6v*OI2NbyHr7aBnc!Mp4uKg#nea)g zMKo!yQaIpoG$a0Cnptw}R98tp8>I;EJkEG>g0m{s&Ty5-VKEKEoFgQMMNmIW;#`)i zOstk{=5i$FfPFBi+Wo&E(^W3#V2;~<2;`X%#xdlKjAhj7f`$3ZfJD?-UhWDcaxxbr zQ5a7-c!MUcH9R6Tyi%F@L-Ll8L~ZTfdM9?OTCb6+4^zlp0~5Pe105m_lNfCrP3+RX z-q`Q!jV@gK3;eG;&M1N=?$t8#km1BV)ltPn6cbTQWF<^Qr;bh?ojNN`9R+d}$k{%S zqgtq1xP2{DB&!EVmJUJ>2BEgHYzj_TCoZ3R98trYAJU_0qK&Y6_ju$ z!&P2{ha<>e;$>V)^;*#g=dxU7`T+>9gm=W-G37=WF&^z8hYNCDC5KR*0#Gufpo;j6 z;%pJw!6O&vFNGA7OkVB^DT*Fo%oWa4xy#GVU0}u7)rGB|o*g$ef;^SV^afJY*1C`F zj^S0Es@7|~>cbRLhv?ryc=|yrWY31^0mC(&3&b8kihH$;sE*F>mv&r76&F!lL~)Uo za1ot4I(2mFtTc5L%uz6B`(Tc0p=#mwwNTNl9-vt|2t62t8nf6Gq(}rnAw11-UY*{J zUX9O2SC_A@-w^xo(aE!4${2{?fV{tshbaFp$xEw${+(a6U?dD!R*B-NB0Lpl&jwNy zZ#o0K6!OJ|vAe7<&T{y(HN~qG*SAM`l6Y}UG{8niljbVL4~R|(GYr8BeM?X)*;N)? zrxEyMf7S*ndi{!` zsI7G$+n&K8^|zpdQ4`u>(ffIOY_CDZ4^v1TqJIOZxK~5;kO7;n1!Bhm8{?<=L0|En zEhDO<^B=Jt*HJ}A6d6%uWF=%or;bh?ojNN`9fflg&e=Ykqgtq1xP2{DJgWzImJUJ> z2B9`2Zwgd|?o>cU5Bci_6}?szMe|gGiU2nCBVeR?Y(r4pWedtkyLgr2Dxo@}*fN?l zS1FC1-j-vhx=Lz&acyBU8LskXj4!stxhz+i^Gks(c2TaY{PX8Q5q8b2Up`n z=!A!16vjE>dzfKE!nMIYNkle@J`tw)42$2i1P)3gaeDR=2#<#`LEDHY1W&O93&O!T zCJs=*jgTgW+r2ppKTIKYh;)b|xdMU`6Jp9-1R<7`T+fMyfrOYsy$ReD5m<^CQgU_b z-!L0^GtT$KwTk%z;Kem4;aT@#REUNIe@VPN^a2S)%!G^ytVJxXh-2r511WYc5Hs5X z;($rWEt)_Ouz=e>L)g<DvekexSx}) z5c#HF;vV)gqB=UiU)pgUtqvGN33{4k!iYiCJ?{HSL_4M#m;ZDbE8@XwBt?y+cym3v zIvf2oo^r8Sr;b933Mne2xWax?BPnhs6mEwFqAN7PR!&2@jo9~X#Qn5z-bk%cv9Sgc zD%=DB=a3%~)*G(CNaC##FwMjO=co^*BVox%!ETsDu?Yj-82mc;`8t*Y9fXGfDH6F3 zNHOGSyIx2U0~Wq!74>QHR6>dwp_DD=O!L@+pq7-yPDto@&njM}xJrm)qR-1Q-jdOz zxk~XPs6`2Zn1-Is)Y(dQl|`6oqDy12%OMyw-6kCc*gBKpDlf;HDec2&~u99&Yh5MAa+BkfIX#|*CThz9T^Ou2&D6_oW8B`=1 zX5puZrN`ikxGSy?RLn!E%)F6oTcD!0)_H7q4YBG{wSNPQ@&RbT2Pvcu(Z2&!+@~RW z$be1P0gV$m)jK1Q8>rG z6{1?Gev0a+$aUKk=z@F17||0x>7HE3&0{R|Vt!7DC>CXz+=KQ30x;nRc(FqYgBJ1d^sAXIm0s3~&~biFBG zrMOCfI~DrQ3=^kd&r=tGDO!T&1#7;ck)AbKF^Afy6Pys_LR#SIKD*;v5mOL}oenBqH`?kv%$# z^OpjPc_1%$1s1a*q_den1Zfsm#kJC(qN`Gs-oT35R-Ej_`^FQG8&7cvYvG^%_$A5M|T>`ZoZIdo(}~7*6b59QFWCR1LkCPkB$l#C_FJMMM-4 zQAA`VL`0{KP92>(D@`4RaTLbcK8&MUs9LyvEmRz<2RN1vLJtOE<6t5&>i`pha@Gtc zVjKVyt2`8orxHvQD5`}*@z{c$mXuAys14qg39jXRNXGyXT8Lef<|+jN;-we1VLCh2 zRT2=IAH{H>0VlSwxtR=Cd7;nE1s^iQ+$WY|3z3`4a+R5RFq;`S!hkyvK}Mv*2JT#t z=_;2S7m2{iV6p^~=R8wwLBJi3Y8-Q$i*N;u)6 z+7X@Yi1iMUs}YaxCZp@=)#&c>=K5^(@@_m~YuBZGdx0bF&m!`Wq3%6ZQC-EHS21;J z*>|Uwj?YsEJ(f-#ojM96Dv+pDr@e7Sx*y4;0*MMFDv+pNiO|+7koXXQM66E&Bx2oL zuU8`WD;r2OPbH8jpp;~mPKoBR4L)_3_3^NaK=7L4Rf?+wTz><=M9;TmG-<9<2qTvJ zQGmZP?re2a>{M4tV46576J7~FXFLcSVKW)7@}Ppn51RjZzLye|#gaIeP@Li#uwF2c0~EMe<&{`Gm0)6;!s^?AX6CU4J}oIrSl<8^VXJtR;wmAAO_cLn zl2|gDG*>AEFpZPc0~O5)*i)m4tz=hO@Ok1%2uR9_6XN4W+DwM4Jh)P!U(KOY#(^_O zb|Y~v%T*@(0uLw=YyvP*j>W)~jo3xGu9D-#O92u6JcCF&ia)A@s z!mb%k#5e%lRKbbGQwb-=IGjml>6>UCTj0}@vN*`W3W_&bUA#(hl>lm&L#_$h*2rkm zT%`~*6?#tCL~*KXvb@|KObi2G zz(jFR6yHPu#r63nhN;x0M_{5hb}zw1?zAsfw4Q^BAE1ss!vX3Kb;nLuM@YfMt$~T1 z%C{F_;{Gfm4;W0`R~1z-Q4tZf0J_$quQ1g@)xzy-q2gFQ zz_D}?dN2sJjdD|9qF?wX!VR!y-$X-&S%Ha|3QBP`pNd~EEE@zK z9(OjmXqDnBAx;Q%7(oDPRiR09m4XC`ap?Itv{`~$$*!`1)1nY!(j*T-v@B^e8Lskh z-4w>vz)vHB5Vm+j=dxU7LQ+Q@OAyLDNx46nB~fb(7Ua50PVhG)gA)nCC@;SUoQQiV7ywMC22sRCacyv7(I(1f>I@|fiE8*_G6Yh4HAG%JEFvod87{vVH zG#TdDBY~HEA1*xH6E;NDqFSh0XwyDpzat!)pJhb;f}Jmuqf(aP=^3U8>8X#U9P3G% zMDXOrk{$*47hyy3V;KJY7^TI3CL$PDq7I_9zTSk-SDuq=Dnp225q3D#RR*kWfU1hbtv$nLE3|D!+ zAH-SCmz*__-f35GF3(l!{1R+eby2RXWI$AUGEE?{&B843Sl3&1UYx%SQbeKUbXjzNk#LfeMrA26iYseF3@DeliA zqAEIn`)bEkRB;i-MHClV2^Z0+qf*>|#?(*jPZ1nPOJSkzk`2+ZSOYwtSiak1kEqfwfQH)h$|g2KS4jp z`>mecE4UkBc-6-4pMPSfqV*q4TvZ)+3{2D!QZR92S90qwLWlELr}FJMQd7oGT>YEY zvqj_qgNgg9qKb$pBBF@MN{EO~9i2Klbyk`>3gak@vwavxwNSNi`&y_tRu6D29fTeX zLTx766qpEzNbJNAXY}=gi5LegFtKBjNdx_5_(Y3WTiupcva75xOT7SqQ)oVY(`{wX%w)LA!!I$-eHopGJ*`$_aHs>k}!-~W3V9CRWih>&>@6WQ@B_`R1*TxTV1+1e;J&J zGRw>F<(nwjve2ChqKJ#)+TcXUW~DAYgA=u}`$u=$rD!_22R|MMdSg)iTkRex{5ikV#-st z?>uE4pQjFrES)+!breoiIMMTks0&+Ggt<+kk|Y?+(meJ247Y%s2qkIY5#uM1U@**s zG?!>43gm1b$Wb^^wQ&1ds7pZ)kSra99t=WlCfXF7h#wemVubN-y>KGN0Sitno=P}T zT-@x~d&P4Lep*sGz$LI9U$07Wl>o6O2$qkFU4sKQX|7Uy7&>vP!=28zBObPrU1foz z$)<>~jxif1t6DP|uJWLR#?cRuG$edh2u5a!oX>NW8sr4$%H!Pk!94}54DBd~i*j8h zrvSuRM9jJ{7HH0IXJ2$6bRIb%cn+YhpV_;^IyW)0~eUK4!i`iUOb#o-VwxI;tD;)W?7sJvHFpb`CdqvIBz2+?2h}g9d|+$QdCG$A;maK zg%pv?(peP2X&8CL@bdCF#(RZxf0E@AuaWtTC4{+4#L?lRAYa^)NChnD%Tge?kvnIm zLW&z%kMB1KwV7yBkRmD}kfK4@i>=QjM*T{__Uk;gZ+ zDPN_yN=RiIbB`&pWHf26Qjie&5hxg56_%h@va75pXFK3yUJW7~0WE1W8LsmDAn`pf z&0r5rLeRQaZ_nkqN)3Y`Gj5MylsN$;*X9r{UpE@FsZi~_he7r$8mbVXin!+ zvGahVDk}H&Lzwy556W#V*M(uY9b-_v9(5q&`>LplohWvq*vU%RiB27zIy!Y$nmXJ0 z#_PS2eZM!Nu%r6Z?i%>5h*u8~FCBy)3_^Vd-xTbKzZkG%48*=(*b(D^1v?f`73>&# zo{g>f=D7t?Eh!xWc7cCcpj4IODj|z0kEfgsnl)*zQozT=>mbaM&_>8w$*!`n2Xm!C z48*<%_}Cz-Ga0V({3ysXE<0s@0_|)Vw0e6k&sA!eBpx>?FjWIwr`a_Yb zOL~1}erDVEGgB>8E!@5qD&o}x#7hUE2ZK=C1UCgcVrw+8 zR0}`He3%V! z4gz)rdJJ=5$9Nb-={mg~L+OrQcspv7R~_Y@gR?r6uE(&WcpZQ6Y}9euIPAEO^P!X>l zAYM8MJs5pave$V4ekG)*6KcxvrA)fVkdCEWjfyt2thW(5zbBusDA? z>=?+)UA!F)wW|0z0y@Hg93?QVhCWo<=@72h_2G_D9!r&afjerOS0CpcL$o^8uD8hJ zx|CA~YQxauo(|Ll#vVHtiyg-vRa2p-*emdHUo}+`6h%-JL0Jhw(W#?TN2kt8Q%7MR zg?+XU`=}PG7H(e)75C}^?xlm!gF)Cd_?Y2KDG?s?XwBdw#sM(2>$}OjGh7Obry6|3 zJx+3~2#>_~OAIhm{2sT+C8dd{nnr16m9J7-P}dR(SwIlMC?cYAQ->zaRZ1X^mjuj; zfHEyXtz=hOF=!Vdp850y66Ua})=Y-0JU`4mB2QAeJob{vYxVYAo~u-F(LBM&Ga>*k z{*Rs)wnkw=uB&7L8=;wn{gxhxVX)1CO|5QNoWBfwM4{#7PT-@&bQJ1M@q+_-gquF{ z3GoQeY7ne3#3S*&rAqw(AGOUZkMpi!T3u?_U+{5F%BcgjY4CAB2kIe%k6nw!u7i)N zsrv>#?y06Kf}#kDA}A{%C^~g?>gd#2Y3eBKqp;8RVIS2()xzy-q2gXWz`b-3dN2qZ z2Os?cd`#CJ=MkvI1|Q8+4L$~~(1`fb@!STgx=Z867bLA9wvt_C;qn(Jc>ZM`M5A_q!w}3=5(HL=0Y}WhooGT>nfRmlqooClB761`bo^+QEPM-<}U>wQ|CC31eP?B9ff99 zTpk5^OrjyAvO{=f*Xa2eb;Kv~L*Glm36g*%cNoK!n`J{E^f*qFA)220vEZTTnimZ- z8C0UO`UyP0IPlgB#J!@lX`5Fc=Uv0Jy40?};NzMmqz=@k!N>g^sD}(bb}bgW4nC@; z?i={Hr<$q=iXteApsa+T=+x1vqf=+4siUxu!am!FeN+oo3%9R@ihK0{_tHV=!64Mw z!iJ(fX3(vQ=VP?)XpeXn+Tf#ks=!BBLAi>_{_w0~}Rf?+w&_Y5X zW}zJeu}O24A^{Ki6Zw&62R&>hyUL1kfWpAf;ylX$o0_hf$#9j2`ylZ&voI$vW)6Va z>g~BaSE(UxnQ4+GIiMqsnsFZ4qp&E~RdN;tz>T=GCgT2?z`Y8gtS^Ou5;k#n@i zFoR!UXMLq>YXV69HY>n;AcHucnz+AsjQ zuOsz<5y;NvV#g6kRn>Ig$XEAPRbd(7re82jQs3jYS;TiNf@vjXPZ}f{cL1X}8O9;| zW%l9$SJl`rM}8JWLvFBfn1Pvu=;Z+s47kXbCwsh_4STaH4b@_@5sL|${OE2nx}IK* z?k;bx&qgor#*;@U-r~cQLXZkUDg>zzq(=y&Jj2N#%KSXzGC7fbU_47bKg$y=W7#mp zQ6R;N^P?v&@?B$4Sc8|TB4nhwGVdD@a@%4Zp0l?Nw zzKU_cf*^~h5`xTAzV{8xW*%E$)snKr1`J`!w2D_Lt`cAk&DeyrVox?{u2OuVG)>c( zAc%JO!&b7ZtSIn2EDTr>aC)-?9?oRA%EKNJ2O`gxzVcduDd+QCr3MHE9K>%lh_Vc( z(pHGdMY*n$Q!m2#GrTiQa^3Qs$87E41h$P<>fBas{y(M-|G+r)C77IzEyF1 z6!0++GmkOwh-rtK4FO*<=lD5BAECB|z!OY%i05k9I3jkevLL@wr(OV%+Gu=TS03pd zgS9#pueSi?+SF4=YQq5JzK+x$o9ycyWrtgd#2Y3eBSqtMUxp&!*k)xzy-p<-V>z`k@4dN2sJv1L;}kVJh1fDGbw zM}NdPU;&WDQwcyOv1i9iG>$xmfnLgndVF=AK z{1ijza^ti$1`BdsB}Yj{G)dvIO#}WUz^1L(po{aD!H+1jyxawTq<@CdFv_7`1#~nq zAS2>G;t?sJ(D@`2*dlc;1KG>sLs9LyvEmX9t2WXcL zLJtOEC!Ycr<1yup`hT9&tj#Dt?e_gdO`sx(ep6O%+^=bxRLeveuGe-!8hgU2>Y&q z9sRY#jyBaQrh*2l#LbXzVFMc$&odBJXK4%-7(-I4e3jxVA&UZh6oV+VWHf26Qb6<) zb_g+F^4t>CN_LgS9wU$0Lg0ufVP2Z9naOaKhbw33LEDN0BH|88%9MVxu-M2W8`>LsmpeTZ(2+B$bicTG!Iy!Y$nmP*mDD1O+*hjTcwQ&1d zsJK@Ta4#K%9t=Wl72Fi~h-V_;BLLN!!AFb(fJeq-61T?UsrGr~k`AC}R?b5qEx?@>PnfgiJzCM?^rhWHf26QUV+=Q*Me!K$(`HR%ksa5C2`OCmZ6k1;H1U}-jY6w=v+Y#iE+ggzy%e{RQ3UGbkW135q=I`qJA<;L% z36g*%cNpWYYP=7kEEc~5FDIm?R4I=_@io9VA(0z$L>W!N(CY=_ez1YIdF655HB75Z z?fMHou1Ps{pf(LY?&m-~Wbm}niXteApsa+T=+x1v zqf=+4siUxu!am!FeN+oo3%9R@ihK0{_tHV=!64Mw!luASFbe@6Q$WbI60Tw#u)#<3 zRD+M;hZa*SzH~gdfvWD(p&trNW0kK`TqR^4euhM7j4c^WnyZumhEM_%;vg60mY`O$ zt1Mjp;snpX%!6n&w4}{sxXJ^;jEV0kIF$&DTfIG(=PEUXO$*WnD7l0f6|$_TH3|!I zT_r;(k%F@(NeT~z59t;tWNUO5<}U>wQxjFu348?Ym6(4*z$q?|f;>WC0jcZ|ii>B{p=#mwwNP=d9^hU&2t62tjf0Os zgaSTB>yGw_XQ2%~nx_hUg!z-3=#A&2d2Rz$-K8Nh4`461%2z3_5{Pv}D8!6lh)o@u zG*>AS@Q^3L#17V#a0 zYgJqx4e|(Cz8|bH-Xkg}9Wrk(+k)$(Hu^(Gx@R`%`XkX1Vxd#qtFdT&Hun*mYcIT_5_MEh?(2^INK2S5=9=5b-&e2$);*h%!IVxJ*uD9~jS4taW*UWh@&KZ80WFb>w0F2?&NrOl$>zwh#U& z1gToMeJ#|bpaAj`+!7byG@09m|3si>DHT z%u~2e8}!dSw!o?-WpP>zVal|MS1GO%U=7XKgtTH$HfgR>e4#WYQZzvj?eK@KWLH^H z;CWaWupszEYqXj+li?~4dqhm&#Kw zC8r+TyV#6~9f_xAl%;;!idDHde;ELYI?KylydMKv0pIHo1k?n2#244NJqq|3h?&P2 zc*L|r&4z%lm~;FbqmNMALf{D|JH&G}Y*CIV2 zRG7vFkX#%12x=}h>IL|yO(I(1f>ItunE*t31GN3~G3aQj-QXjc!=E**p(48q1C z$Dp8H&7ogiYs^QC0~X|1JXN%-K^BW+*jS$b{^$h!kLMOdwWM?yWO+_(#HM_e;wmAF z0>Hw67=w+BCe2k!;KvDMM{yR!_`%hUX(hYL0&2`-xRO8w;ajq#&1AUB15*t>{3k&I z;V}gkwM5S6xk|++5onMIoj7{JXc2^2YZMmbx=PORrVQ{L#DCRe2NLDJj|XJasf+WM z!H!X$%gbG0NBU<7Mr%MvIx0#e{3Fb(@Nx#=k88snqr5*(kJ{$d$9cyPtxmP;E%LZ7 z<m1NDHh$IiuK$FWD%)P3`J+*eIi1Vs@PMNn2kP;~0()X}N4($rDdM`54s z!#=8os)gIvLdCs$fP3j6^k5J+4n6`AO3cT6-Gr+c2LO+*?OgH8eB950ddT2o*J82j;G=5lo_Rh-d#b65peTZ(2+B$b zicTG!Iy!Y$nmP*mDD1O+*hjTcwQ&1dsJK@Ta4#K%9t^_9!AF7%3it@UqNAN>DE-Qo$Upk)KKvj3?&<|n#BnDqyzDjYGka_qSLX{d@GMY43DMYIlhEN>j zB7*4 z!AI59eFGo&R8ti}Q3OR1l$8(^ojN*obn2`$brkkd*k}8&k7}W6;r6vqajzcWUOEUp z7=(?3kARK>K1S<~^oVC6z*Oz|Xr3zY5$4Z~$dwhs=9}j>P}N;J$b%sF603Zb;wmAH zvH-8ZFtTJcX|7UyJoWe!`H>e`f?CP0vZ5TIFz~ZD2Zr-3X)_tF@^BxF!!!%?L{P#2 zP}Az|xja{?A#Ryzk|lZM(RL~u*`u&1*Hv;B1i+0cQ6$CvGl6^6OYPBFoWB%&jGUuA zh8Y~ISzzKj3fF2F^DM|C4y}HWuFv%mm6HzX1^TFs{*aO0F<7fp@p_9tu1!64q&5sd z?(0ZBU<9&rx!7?8QdKqGH}ciJRaJOIIFkj#B=tS65Jr5*BA8ZE_M}0QaR)FWIzt?? zUuG{J41EGXq@1dPXc+hrhZ&ej;PMEFV8BH_!b1ETzVy7Aco;#*`GNona+fb7W_#>Q z==LF8Gl`cIEuNqaY^w=u&v7U5xXwtV19sdrDJ3V%Xfr__%sGJOCerfAG>$9|HPZe} zT9~8DzQ;YqVQ*F?Y8v@IZQ%|n$0Mk0`1WRmr|>v7k)HZKr<-A%LiEEgBs~fsx}iUO z?sO8cgZ_f0CQ4`=As@V$Uh%jk>xbMRN0+6KMMl2>m1#~wVT~Dt@cb7NUXQP*Q)CJlbGl=CK7-@_GFXhD#aH{Qx1FtLA1jkwvt_C zMSf{HUxadoa5v0>I=0kM6F=5Lp)c*q@JlA6CBHo)TtK$q&E6PMta9!txm=JH<%^s zNpUYL(%RHhM{2_WnXLqDp8s)gIvLdCv%fPLv8^k5L`GdNys?%45rOYwtSppZu= zIi89Dkc8Y@GXRMl%K{*arxJinVs0Zf0Hk?rfmKV&`rL|5d@)GW9+YK@tAr?^JpOHV zM8qb|Rf_NBaygZ|sa$!rDq|BiDvL5`|N$)C=@c+r0WX?--)hsdl}^9@nLuI#3&i z9`|&h9x(FQxmfHt@~E1+Z=R3)s;P>eD0-sk$x7&nP92>(I(1f>ItuwHn%5PT9k9o*j_(6K7hN_Le+)I-=z<>&y>jvexFCc{;pA41EM ziEkcJ8u8I=_4Ztzt5nF3@+5+R2cQsgC(jF8qp%>?RdVk8K?0#G46N|RLLHQ6p*=c_ z^Ou2-D73uX34Bb`p+r7~{M8^*jHU#C6b@E#gIpi@Sh!>M1ANproH|gO1|RoxpdK>#*tJ;fI{2uXx^Iym_f%6AK~V%n5tNk>6rDOcb#&^iG<6jA zQP^kuu#ak?YT@>^P;svw;9fciJs5=d!iXOVK0>!D;A6UOuSf7f8+PQ9DxnC@pC-8LsjmaV0bi(IhhhcMztd)!TDHm^L+yM}3Xsa=1;$2BRZ4%DW>$Ne0rhYUV;Ef%{DKB}hf8~C`VnyLtj zA}ETWtc0NG)X}MMk7+buh=DuPI-pxJrO7G{7woFs+f% zq`68VGGNS~$d5ci0yd4YlU-#+IY?pPXK@Y==ULKbGF;{1KNyE;Ms#g~34^%R+jDuY zQbYVQiE)?^shdVpS%_VmhA+x>m7E0ucw-8mtN4EsS~BqXyOF&(e<}JHI){A>Ge}lJ zyBPsPwkkf426}|7)(_J4!H=k%bVx7YM{P8;x+{jXa7H5D25W>p%h$z&rYla7$D-r~cQVvveKDh8<-q~~MQ%M%?<>1$-k5xKP8n2MkjTQZY!yAfXpb@kYV~4Y?v7PVg6o z?DdJtmf-Wlex2PsU;%r5fCvxv$6&}0*w&{ByZ#JgHW-PV8({TILjwYE6iA>J%;gM` z!(f=^Ud&MdhoTIKK+Y4nM+OK)2oIyTk)=TVmE4yCU5|S(2%E456P~F9ylE z77VE(Y%QKj56C>t1p2HT7|mk~ty)qxz^{*UvQ@lFag_jXXvQui4lEf>nyVC_A_=R6 zmwK5csFmz0D+)Xh69Xm$@W;rKHk08h4}(M;h&&dPDD{B!n$DijbCpVH$^cP#js`4# zxXi|_QCN`cDmf+4BVLa|m_Wb^Z7epD&>o$|`O6SU)LCBcLcSWr;ZUNU1~KLvka%HS zWmPxmqxi_K%>feVSL)OY1X3IQAtSwGxK^j){Tu9(_4f;wZ}+Xo+SF4=YQqTRzK+x$ z+wAKp*#tj&i^_h(OZ7lMFjZ9;MPU?$QC5Ocbn58T(W$f2)KTn5v7hZ@ zKdObQh1=Ic1;2U#e(50eU=ZpvI3SX{1^2zB_`xku2o8xJ7gRtXaY0)%0*N8ZLLiH$ z5`j!W5v`Dk=COrVEh+0KVEeuuBe6 z=#Tg4`MLOxtx;Hz>ssGM(H~o*vmp9o5-md?QD}L&6Z%+1hQc4tM1Xuq(I2(V_m1+p zYoJzFn5_Pyk87HcI#8QNANO;h9y0pawOH&r`lyL~7`xX<=+AJszD!tHCJ0$)7CyJwYtme$SkWJC&%#!+tE^U#N89spCc{5ZFCOH?mgpt z?ij8GleJ8S9ddtM+nm&q+AspSuOszRURtAskzqa~wBbCqI;d9(zzl3iuB zgFIT&W-?sm%|&>$M9$~AN?j2B(UQ9;*H!Yu=#G}`#rew+NYq(g?t(zp@ykHHO$5jX z75z~gy+WMN9mBP_b0CvphY-lM%}E`p4I_~II#Lf9f$Ur^b{v6JRoy!Ta$i+dUAYuS zQ5a<<7)7U!P92>(D@`56eiZxJKK7$ps9LyvEmQ}*9ys9XAoO4mHjh9iMf69w7}x6s ziFLr@U@e}S=#NoF;|g~x(I2BWf9sO6MXblfDqf|u@UA5isz{HSC8J4mmC}TH3_MFv zE7?_6E68JDNt?-Vl{XXO(eCTHELWNH@f}-ZFc%v#aURh{(H&c3vmiQT<}Je?gV4mh zbHN`Yo0}~p8e)_Txp;kVUe0=+cHHuay14E95KI`DAPHD+hfsnMU~@?P%PdZlVc_Md zL^{Q3I0_;9&B8280Pp=IO;bXT)^7!_b-!h%ZC-txcMQ_%RJ+~aU;TgysROlP>~USI zNY4i90Yi_Si^YyZkE*GA7yYqoH?`xMs_==zCkmge1fS^C(W#?TXQip5n2%yU+sAxV z3snoZuZ0SF^#JtJLFmCC)Yt-elsmTY-ctPF7GIc0C%_&B|0)sh){8u1$Fh*e;;D-M z=;PF9`L@Bw%5w_?TT;4UTLqt~ohPdlR|yr@YGTP~(p;rjM5{s&Q+aZ>l3iuBXjY*Z zs-?|jxXPR1Ulp{f7CE2iDs`S=)gFaKxvr8I@vGXSvp9bl`WX4f;mZYmY|*me18g{0 z{S{a_>uJ{kKX#IZZ2^ANMt{gi_Y5wn6|aNnq*L*F3qY<-J$0luj6m+|NIhT(vU9oE zbzmp+hao}9L*X3Xqvc;!b>6Rk*Hu;dS24sX|0)*_y*waJX&&Zs1u^mcgv*C;ZW5|A zOLMLx=7I9B-dvBa&PG3tr;kpaDF&$+q+*bYK`Q?$UyL}*d%*YCVV3A1&{hmmF-XNA zm4B7JoMMm<0)qsd68=@<-mMpdT*9FW|7t+!$qKbIk1e!nN!fyJHM5FWDXtPKu2r1P z>MAs8u2LGJRb15?L9Jw0SuL7XeDCUN&1AUBo8?%wJ9|FQRq8y$YHJkII7mD>Fb7eV zML6wck*nlI{HpfoEY4qsK%&m_au)=$MazZ{uyC+~BNG=;_*jWBLr6~FqYDFE5{HqO zC&Nr4nEFXb`@t7d&Wh+~%f9a4o+6h=`PWhEFzr;bh?ojNN`9mReW``JGBqgtq1 zxP2{D@T&*lmkvS?2BAK|Zp;f3-c=AtZc?rpfn36X3gIfyPK~pf#}-<(q-?>q3O8k4 zyh?GEP;sqdWvFE|X|7T%qE$hhDm1l~>?*58vl?2`W-?sm&5*3xeLa`uDs!HHwKWEF z{Htl=DtQtAYHMs3@UP~{GW-!`mY2KWk8?geAo1b_>Entj806aU$4<|ZE#QyZXmNpA zb)+^? zFbEsRAANvL@qmPN^55wJX=7q|K*nvf3d;hJ-u2z&-5K#Ai>H#o)%ZJRHsn{OwD7Ja z5-M*;8$WB(T%}m9jy7W0N_Lgia&&A#Z^V}LL(Uo*ZkAwffNDjr{H^Mhg?%*ZI ze4eY+IS^K6cs=9Xw8Md#1i;+xImj<3e&cOvy)Z%0>`ckhlLG0)C#ZpYN+lPk(m6)HOACl{l; z(cs0++v|%FCHcu@baykE4hI6H@`B5&3*I^$+>Ix1E(v@x_}kgP2BYhX!RYGh>DA>A z{N{$2^4|&Vl4c(dzP#qw^4rnm#U(e1C-0t4-@cgMj?Ve@==$dR@|?`8(Tnlbl;6l} zXa|*IeMPv0_ECcJ)S0lQuBH~;zZ+v()v7nj!`kFS3i+`eN)zYY%`J$m%{ zPowj@0iARC^5t~!@@6t%=r7)~1hOW+9$&GNP6t0;-o565CFADR_-gYRCC53Wbn%Lk*2(Je1#DSyNFL&VD>btP-{)y)*e9S)|f!=uT^d<)JmVuofNha1HZRAMV|0P9y-B2_ z_=dlsq4M#pnlcz)mqSny73iRp)zrK1`Zx;@zO{tD&Mc197q-+&foJ7Cmt4$w{ zCwG@Gr7Ea{(bkvz=JjA|zP)S$5Gor8(f9+?*XN=`rf1PxdX~+~r)(e4j3WQ#1Z@>1 zsB*t36BzTs|CYazvAN-kS^ef}^7iap6sE|3J(|A0x_nXP7N7ni>vnW!XMMxtL0Jt{ zm%YMtTs{ADdUIX<`;GOx>AUH{0slF^U`m|*IAI|_d-0Cd{N`djI30X9c{@J%pU=Pj zoPUe>qq8#^=(DrO$8^oj)eqyN$H&E{k>(3{Xo5@jC>fqr2smK24tDEcbVDxC)M?XJ# zauhuICqMtV{M)SJ|71Q5eWJycv48XHWCma|9Eob zKmGa1&sGVx?{6p9Qerre(xx)wpKfU@oB7kh^6{`05sc-T}!xv;(js4%F zpp@HNuYL03ql;n~NohK|>QOVc-r#qqgP#V! z8~DS);pg?jV|wPW=n%%|4RyJ@xnsRLrKifCmtK!D(-8SCT0QCyrIQ-nFcO~do{#@o z4^koSBjh5!6e3IW<@GCh8HrDR`uIrXn9Q=FrWD5%smn*jT26tF84mMf>Al6O_PS~R zWO&}Fv8>mFBX4L|w|v+CqLM@TkEuX0Rx=uFa%9ZUsB^26&!3Ena%aO*nP#$IwAv-F z`B;8vUidL0i-CK?$M5>?sQf_I6(|2xetjxxTXx=LFd1G;Ysw!Vv*5j%9$CXc6HaIP z!IYJ$g~S1aasA|IG?3Xn_^;D}$JdEDUDi~7Wtvj_jAgt1v$DO`M37$>&6vKv`SHjc zKc{7VWKS|a^}Q!g!np25)1=~OCT(;|wT`dfzA28YPfVeYrFV|`VsS8I|8O%gKYelf z^yuiR2$=o-=9T28eN@UzPdg=e0pe__q(zS4iD>&nx1mtd)HgPO$$y=CtPX!1zhVKHNnBEttrvDfM)Eb3`EqeoY|)3szHL};F_}lDCP=NmAHN&&J$)9Wu{E+lIHJ%gOXqKHnr=U^p`WZj|uzpKeQ&(SRd} zyuaAP^BMo`fKu$@Wz+fU>W1AoQ*V5QwTq+1+w0diQ!!*oskSEGN+XW^VZbN)@at={ z@kPs-f*ippaa(BUZNMSt_4wlL6}xmXHA&OO5>_gz(dyuLr)5iicN)p(?hD$5p{`7< zP6{lzZ_8rz`PK9^cyjwup=5FrVwXt0Ne!YWw`Rmls!YsNKjEi&p}tMqPoGulUv3E> zn;poRRI=ECnD?;d64juSFHQ?ps#LewepbW4_NVz_CHa@hi4pST+Q_c77g^QVv%Rdu zKl2&%?1?Eb82n~19laSp{qgdGL+t;^aZBu%tQwp`#n3qTal~2o!jvx5W?IjeU+T7> zSbbBziWz)+dg?cm*NlQuA~_0+9+~B((4{JgabZw78nDA`&WpxO$?<$zj*NVm8o`BP zmXdj^=&8t)J*s()`Hnq1l1;j2Hn-9h@~70}stPa5gwDd{AW2cv8rfnNU4A{39RfpY z-v0Ph6oj@Io3JFY247$Bk(HK_HLx19SenQx>QxK-lbLnzktAyXXKv2-BH@|Y+YFDw zVf6TU(_`{V`C+@(?fkl0qmN$v4&5&7!6Foy@lXyWoJSs;WYh9iGHw4xnteXPM8H>Q zTn(Lwt^U+?9h!aE&zHAHMb(E#^yXvhvs{&szva^~U)Aat)~fT&2z&l)^8D%PwNc>e zNAkC|tTI3sLu>u^lc%GnFRU3iye_7Xlq>qpRJa(Qc3q5KRNKn3n`HGW2e0gpccmhW zK>4${O?F#?MeSJ9hU_W(gkt4p$*3AoEWT&5(l*n$Xq&XFdf_`6=IVj5Yno`9$GUiQ z&90#63;Vb4j?G7eeW$eftDDkBR(ufN3KVhoYM|Gyv4j&K3r$#lQBlgQ(4U>?N3N4rTU6kWnNrfT`ejhqT4?& zW<>Lzr{8BNZc5%sk9KDlW0VM~e{jO|ky?MSpJh>enmP1$@=RubM zzgQRC57EUW#}umAiR|EYKds(URwm!o`A63(I2|Mhd;>jCBLZDK-S{#|MRpO z+Fy%lQk+sMJvtlRoqc-v{PdS1SC-DZ@lWO$aCGP$1LmYre8{Pge@2JackG-ayZo|Q zZdglieiYmEX?fU}x;(4i{+u&^J(d%W{l6TJUNVelh3Onnvf8ely%zJwO35Fo^2PW?QDtyULPtebJ>@67?%B)ob-&1Oe?9vjA1m|d;!K`szLDOD zf95@ZDmlaYg={rVie)ML&EOM03Zn~-p6>=PK!x98NR*xZkFUpkbEuHOBpfn1^j~4j zxcq@H0;h!u2i(GlelvMQ(!1! zpV|*602iDe%Pq4=mp`vKXjJN8B-vUZKPZN#?4+|_3K=pw^yZnAJ`=+~Q~Mp}F*9V- zYPck~Q7I7yPSorLevvA+YrC+DVoWL(R?07~V4O@TV{T z_|0#zCJGz~+Qdh&Jcv!uS9bN-a|}K)0kOKFD1`wm*c21Is{HAj%d6Yr;J?wt3xLEwat~!R`P3Y}FxXhA2iSPLu^^YK{lxGplQPpePQ!uTQT=Z(dxC*wfdYE4$&s_{aik-ZH&yer66` zPhKB=UyQ={h1t{EzSo;NHoncMh^m_rZX_Yy*!kEqmhXFg)ZP_7emcE1NnW*4d^#z0 z&P>wl+vCw>GJ1FPjNkc*`FU}Ac>J_br&0Bf7e#gJV`A|&eqL^=03}bKA&pb<^az}Q zEn4w|$K{#R*a=Ucu}mL(Mb8;SVJk%z^(kncbiX(AKR-R46wMH=me*9(d~VIeVo|}YS;?cH+e?nAdX-zeqco0i zSSuxgLu0VHx;;8SeJXuDG`d2O{NF<+2!@inH`lJ2>2X`YEMsR zmAz@ZbjahO>Gq+i@2nV^MM&b4%p@G2U0nhPAD+Ow!p`cJTS8Z?#B5N#a&b4?U>bG& zlWksL5BXWSQoIw>J$pR%yxbFDQM{DHP`Twbdp716l|GutL^ZgToRW(}SaD*O5s_20 zc?|};QiaU%vMlsprS|-0P@YJ|5>Xn>YJ?drx_-qMa(Z=hhw<+G_00`PKxIKT!(one zf{ycHF20*}m9dc*8|m(^t3xu$VsM&{PX(MU6sFjco<1uy z{%ZX4PL2#_Nf3=TdSRqAFK=|7Wki1PU;g;1A2i9Lo_t<8Vl_H96wz%RrS!}}QVJFo zs#N#rnx?di$&W->WpY4_JT|YNksz7aqzWPBx2D*j7e5^Sa)=p&i)@D{GWIgE#WPSr ziLV}>NNV{oJmd(>C-uyHLC(rA1as!hTp~F<9f z-fpb1O=~2*{HBTWv3megWjC43Y$h9tRo^WzF_*ot?6(0Bca4*qe-*HHS+r`+yQt1l0$p zu)Fglr?q)qD|V>W>)w^yC)w?RQ(1=x`!yUds!~g<#!6n&yxJNcHdpe& zs0$Q7dci*1J{xr@j@y|@YCeB%l2louPoGKU%pz$1ff6?LlZCJ7Ahz(Qr?b+XE?g@^p50SV$|6{m+NRx9j}z%p!oX_Zm>FcmclhKGtLv!Dd6N%nacQsUgs0MYfCMl~K4~*nSJ6|BxVOLD z{(AO{DC4g(Z`#I#qIQK|izN{=4xjvA&4~UeXG&|%`rOWGGU}tq;qzw+cEkcis$@Jn zekv+BVAqpPHrOS`~!#R6V@ija&*SbIb`m4{r{O-%I>;x<1e|LhEk^ICHtzWsmc0MsRu5Hec(y#Pbo7uf*KF+zKNXFAy<=O+PkwBKhlTJi2~+yIg8%JZagkZa7k3n~y{J4H2m3$#W%(CH-)C z_wIIlDl5zoo6tz^!pNP|j}QO!<=;O4?CE!(eEa*)zkB-4w_pGF=f`r9wOlKy!}PSQ zlle<(#d>7wTAHwB?=GpwRV9mDlT^I@xVZEx-?bwVetdyNXnItX=QJ(1eoq4~lT7Z; z*!N6}W7kKA|EH=3##c@pR?+4tQW@LIqsjB(p)4C%?lG*_AE(kv{_Oi>W1KlUJUir~ z9pC8Z&+cW#er`4zrK!Gp^P;uudG#^;_1D>EVU=SSa)#ZUqx#wD>ET&nDL*?bjs=Al zsWZ=RJ94a8dvvPs|G9;Zwc3nS&TLo!S#+l#|2Mme&p!F~%g_I8rs{oPB~Crv{y$_T zVcY-5=W4m9{y+Ea=T(0HjD__Vv$#GguGXD#AMN(h$-pZZhj7PlMu;s61F7=ce#rkl?XgzOg9cI~2+9T_mpCVBX^Jl4e}yN|g1jTl9$i==u1n zvs-4{=Ta#93B})X68%*=aG?VGMc2MZfx{@Nh9Kl>Wcj8?js6DF z8uj<37#i!B)Cz3Bxl&-Cc%oHpDg~x4b=rFr7&n))bfJvz*WWN~kCcPTTlJn(t>*Ri zB#{WIcD?LsmFdpP7>0EZnYS;JWn?bblX9JSkDkPN{jwN3^Rlk3h0cpZlUz1n6Dytl z>Pk@}uThFhQGDuB*YQ1?;=^Q6Hm6V(d%iU}_9zlDs>xshZ%xrAr(LA3kfW*)!lV(! zOI)f|56s*<$`(2+*K8AA-rjDZQ>V0>*eX)h*!;a*h07PeM}?E5p5O_57^VCf6)r4w z8&qNY)wK$z^{Vj5QsE}?eJbp?zt;9jP_?uDeTUto$#7DxBx%3n{R)vJZFOvoZu53~ zmROzh!5Tcv5yvNa8!69Y*K@*S63PwHyUVZ zaI^P$^gay^+TG}&!CAfRyDr;FR?nz8?W#I+W|}m+Xy+33xXhKP^r3p!dv}{NO|*5Z zk}+G~b_-n;c&3T1B2|se-)0Ryc)nkT5~uV3S6_ek<)@#oa=bKU-gEvBIKR!D|Km6e z^!&eahu@>%R}gKK5L9LLDK7~L(}%c10Uj7DJJ-?8mAsRKPp&Qp-`>1|IReBK*C{DD zLx1rpw(_4^Bp4Q7hT(w_*Q@#muz!pvK&l`?=E^EC0~mf$g94U#3opq8rU`C%0ir<) z1qH{q6>*e7B`#mQHJ6f34qjf#-OnH3pqiY(Y!N43JOJ_Hraw*KQsK}f`T@6q%X{`k zs=yP1A)6xE$MTmS9+)B@8%r2HQ&VkFfj^&fYy155)9dkF`JRN{lFQt%Zxo$c5lqPK zMI#;~HRLE<6~5%^&^MQ3NTr_s@#gY;@Y&7Vt8=oBz}-f-bl+nm6Sh2g>l@m3{mPJ~ z$mK}8e})6&T*7Tfse5sGvM}WwTO(CgFaRLO@3$eulGd4SD>}vVkun*N>o=M0*g?VK zWquN8p1l4}sv)MLf=Y$HilgXb{$r|J@PK`TNfD4-C|QmV{%|wC8hrEi>hk;V(VL^+ zj{wwOee?F`pKKl?o+h+cm- z`r+~d^k8trXn`+5-XH}7xR@*c5KAGbrTl*I2^a891)=T=cmdw4Q)!dw4ft6ujt@TN zj>O1_FMbF=thC%*_nwRy&O%ohPNUgENHXDGIH38fF+Dj);Bq39w4&x|p;|SVb$syi zPd^y3pN?(@f4_V=x;`nDMKCJiq2T_jGzTgW2ws>91?&ZR&gD5n)x5tobfzbx6fe}b z=jYhp^jY!0-*p?e>aV#$0rHD*l$nrdUl!oV*Gj zNpmrbH#2(*(jj3n;-ck&>FvqW(bcQ*i^)i8E}TFGmyf;Nh#-M8;W&WsM(*$fE|p|8 zrC;rV3@BP;u*6ymtRXgj3}&orex!o?$kNK=4Q)G|zW?8R`}sGYd zFUE?Q?|&Mkseb?O@flzFr@yeZeN-DFW>Fd9KUK{ZTgHm=O!!nh`d3~tkT9p_`t6g_3ddekaSpWnzXkO6# zON6&AQtv-1qy!NzUt}89GIv%rFn|AA{BBY6iRf4U^nT56wK?&u-uO3m0N1tc4zQ1$ z?e_EZ{6N_rSDs^iF6g-afBp3r$8RoHY{>HUKMXBwSbq8+9_VkR=f4$u`+miKGx)OE zuvGi*0`_0DLz&){jE=>rus9bKCy(mDW3G+K{;@E56+@Zd{1 z(a6b)O&a z5c0d?LRxiBkgZ#_^(=pIaPy<=LkpH*PQT{$?EB>UTt#e2DRTmqT_de5T`nPkG}pMQ z9VRb55IUBM?y#UbE^m^V^6Z$+S55Yg(ml8EW5_A-t|U3GTuusaGIqAV`OUyT#)Y)p zK?|+lggPD^{E=hhhzoBwZ*QfOi-F*VogqYGe{GK1a?i1#RE8UA@E22euB+ieCoQ-e z{I%GN%QzSk=W;JD10=l!#TykBn&)B|+0s_;X-J;AFn7%%9zUg@p-nlzp{x*9m1p0Q z*`(By)+U;>fn4LeK|dy?-W;1|eIb6bBXMEnx-=tBld%z8ieId$cFF1Z7o%mxA%aSL zVOsY^lXyVlU+FvXx0RAyUcQ0Q%+NGr!X4tLayR%!-X$7ZT*wn8;;@X)@N#S!jP;)- z`=HF8zJ1wb7Y76LQ#rYCQT^&IrV6>ZfN#@Vm_y|nr(CFPX2$Ws*GAh4pLQ;Ki92*r zfs&lE7_!Ts3m#1=$=O7hP3uX8TKpL`5*H=h2q``?FA%cTtG92i2QS1pP&gTvuR*_x z0slgHON*lCrqD%sP~oz@>4jTJQz=xR#*Kn;s=J0-?;rp8hhdx?eRFy~{6GJKhMV4b zae7hxd-US;{NmI#n?@FLxq~zLyUD zy{X|J4#eKnyd4kz|NGtG_ofO`gWq4Al2p~9$o<3Vhy=;~!wbnRtMoteQly@9b~8TM zO!i8ljZw>9bSC_$m@z2PA6kVDnr6PNf5r=a+<_mgsATKsFQ4sTT z{l&aYsv_62xwdKgyE?P}RtSf<5?R&pr=}7Itad_WEBqRRpJDkGzuEG1EoLLCB|dPl z;ohP)zi-5gbB8R^sJxkX@?>TjewO_5564&#jS`R{QZOiqGagUO)%pZYMzw|v?oQ7K zuPJ7X1)@D-=czt2g(`h1H=xCh&`fhUgj=$T`S)|Fc7LI@(jme$Z1j;O!W?>Jfiqq^ ze`s1m|6g8XJ(7u6t&e8<9}m8eHIx<=?LwniO3PJAes9)ZBi~p_FYkAU#rhL%@`F)UsOp_H&pBk`*-O2cjC2V z=3ZekGI~`w8Qrn>D4M_~0ZoBV`l4WPmKT<@f!$8UseDklKk(+VYmh9ntZ1W{z4#~^ z7a7^CU{5Q)BxcPqU5DVjm#O zJDCOR1g$jvCwjo_Ek((tP|?cq)l1q`PC2osnaT9&*WdhoIQaCBpMUc00oK4`M|E}i z5@xkGSTAMpioJz6@tY4|`B9VInA}A+-zSL~fvYcyC-1(z<|Dy=N0vce$f_-C4tiyb z)unz{Gl)t{=f7cfx_$j_T72YXk5j0QQCB|g*z?TK7$fspF)xzc=MT_fl;6l=F}|4` z558i_#S&R%VqR^nBW5lb8$EqwEWom9E%%iuzL{DF?XBc* z8N15oP@*bG%tMM^`8-{mXtckoApb*PHVCt0=p3gB!?v7+03rdY6L+6+3(p z{g3QrI?ht>MG#1oiZDrEgi(5N?h}c{zZm7&%ZoUCnS~esDAeQsXYWnG?5e6nf7_wy zzNpwvsEy=WsF~_k-FW~ZuLzN(g(M_FL?pNFm?~34s3A#_sUM2ifS`cdwjix`Yl~<8hrP7f+dt6n1*)Zye1;7v>rwQS z3g1SNObd59s4<#AN{~ZBzwQMOjT33PA$Jko))8nb{fZ5UAX>RqvB_B}^q5sHjP#aP zsvf~r2v2DeOCX9n>17$qb2P*$^nx6)CDmEM$5Pcvt+E^uMWt^O^jkB&bvjQFUf?4 zaO+BB9_56dECx#^2NgV*12DnFAvN+vWu+XKVYf-w-tQc(vdg9XA}SIPDwMQa0G$>f zz5`chRUuRYah5(8wFrWFh~}Y~QJ6q>Yu|QyrFOWo$^8~04R{$5dB9ESY%|`SG)`w= zYDG?GZ{VH&gC9)-lFf!hch8VUODu`cu%(Fl!barey}kPt>!g;baaZ0Az3*scUEpmY z2ft0JtfD-YfkF-t?pmhh}iV-9( z=%@^nI_W|U{Pry(T}UiP3G-3aFptmT>elcL6Sqr;;SVnBG=!O1KdPW%3*ku$TzJ-uCI>rEo8p%OCkiIah@V!M5KP}-3uvo zkPX$HS&eMS_`K0{W$S?&T*9`qj(&q1mM@z)8yC$cJxuzk0O3o=t9u$ve6D1{oyp+TUq= z&Wh~!3HO}FC+*3Q+U{d&Bh|;mX4Yf>_s(!&TtUokZ4u$(z6nSr9uea8&iXvY%m8w1 ziL__rRCF*V4}>FRdt(s}UKC7di|X<4Ypr{w_9JZY8qT1%KNS~ymQ6BK9z%;P!@Sk9U*jXWZ{GWpyrHe8PfdmUh^wVmDT3H5d3~4_(cfRmIRC3vR>{ zu2!esZmAI1$x?iV;SAai+FlbP_AiP*^nF!{c2BTIHG3P(VN7CIRnb`|HGN%e`O+zf z%VWzkgNLy!na(6qq-O+PvFX7mMJ6-4<36DT$v1C%Y>f-4jN3>qLZuk$V20XjDa79z zClpvfZ(1|)G=WiwknDpyF1N_8V~*e?sHgnp6GBI{RWkQHDu}US)sREuzevg%BrT!p z?nx5a*=R-RwZ!cCd1aOuRjNc1H4`<3%b>@DLRySrY%Z1YtrIG_M9Q2R{3u6PAJd{U zsjSaK1irK?#lVWp<%v4W*r}5c1mlyGFG?llaL}!fQd6F>NAH)pf?YEIwn%WB)hw6F zM``=5QCL+T-N1A@ZeoG`N=NCffC4pMvIY_gdP&nISdY>$$yAR>ZzXB01ccK^(mIxY zO0Y!QB}um=X|_~2GMz|l2vH1ff|%&VMixl;Vd+~GS^dFH3lypZZS zFE|@oQ^Z2K(62lJ&-eOCfosgQUfRFlv zf`+BeH?zR0d%3exflW%ciYmcvmO3Y%RYVTLc$!btjV4kErf+yKra-h(KWq_*sBf@5 z5-_|({{xE*?BojiMdWABmcNqnSE@B-KWXEH*%|hqW&dgZpIbh3 zdI*v9M*FDm2|k17qa3jdZ(q{}MNS$F6ABaF^NX15>6t>pzY<3@Y z9`T-XYN2f$otT|u`6-sp7C5@apuDS^Y^xM(&@qXbM<-*v?CdZNLB63^o1k$_99*XM zAL5|XxSOyd(#Z&c-7&z<77>}JtjKXQ4eAZaqVN#45D6)U>fm+>kzWz_Q6-JuVayh7 z&WtoD;cQK-2)Y)Cibu-RMO*~=YA}2;&!tKp987DGLN_r1uCcU;T}jB0=V_MTIU&mW zq(~tQZBd|_ferJdJS=LEEW6us?E>0|u>xVxm>YL*5a%h(!3@_OYIKw++=PUODLnWW zky7p=I8Dg2q>3Gd@?$tkhPnsqAp{>Nu44roj@G{st&;qMpsfv2_2#{=tK7eK9rB?` zo&;18rqv*oHI1LG;}h|*#}k7UrmGHMoS2w#vAJfrj7}NRHIw(lV?^dM)WUouMZ{ zI6wZ_-3CURN>-JnIA4;9mwGKc21p5IF1yMOgky785G`d7@;NtE!>cAjA~vht*_Y+e zYfWd>m=19lndSfr32p|8ED{e<6pPJ~qMB{ARK}bZkv9jsy6fVdL6rr#K;5{$srA18 z9ZUw=Hjj{?`yLZT-0U2+u?_ixY;9!?$%6eMPFs&?J1jc{l`Sv=;_2UC*5OoS&}l)q8k zcT6=f3D@WLBAdON^4*#1x!xI}=N(h+?!k zbtf6xy+~HMbc$C3>r*&}0u0F@A$leR`6A+7nvQ%X-kG2k5^&Y?PVHHX$^bT;P%~u1 zXJ9i+gVAwiH001p%4kZj^=`I{*PruUsaPP3F!z-Z*WlokRVezqKoj;C!L*O{Mj5o@ zy}sNa_3q3JAy-BVX^Wx25>2dFyFf^B0Sq`Qg7?R_d6}%JUsI2&8^!hEEwP&R)nbZ% zF_o)r1;%_Z&^V`9Z)ug`n=HVbk9IqqU0$OHVvDH()vY_%NGB|@Cc8S@i_@EoWvW>M z@``JvRSp%x=SZ2`m+Z)%tI+RS0oxfGkuizb)33Y`q6l_pbtCE*JUK^*w9;^gWfJe@ z6CtC^6F(V+A4^mr>!`r%DxaBbAVctvhb~Q zR}4WJH8dkHo zH3PUWp&k+O)p?OQf>^pi&;xtKvaT96-*7jJIMgF{G4sT`LvXsb;b7nb29&(1#0z*? zyop>w%~G<3A;RM(M(1ix=kvaCUZi)i=_%c5O{VdRHSWX3=9o@JPu$j2(rKf|muRuv zjUC+ZcCa;)z`D`JQ5id@Z8HQ^usPLAc^WIsM+_mFA*Cn*3NAXQs)^76S}G-AoMgH@=@y~Y5oQGzNU znS>a=dq!}LfGbZh^}!t>Rw2@h2>4K*&=vttAUbj(q^h?0TP#W@k!;Ol@6+HJqudzA zP4UHcU@LCQ{1RpZ3*j^d>D$dcLTv~y%?oPfAulpB`VCEQ*c!nTJ;UNGlpE_~n<=th zWSX^iD6Ju9OX~58!&CM68PYN)1rDX-nRG6m!K~EuBrm~9OXe*-`GjSfhvZoVMTGU& zeNG}Bz#gjw>+VAj&EocaK2B)8r(I*s0a0-W^e zEI;tpdGM1p4hTSNbaY{b;^h(ZEWwGA?CD*hAfCoI5lJ2$ec6=GIQ$`!*xFQT{q$iP z&ZruRlN&1pw8(a+acz#qyCg#v>?{@<=TgE>QwM#(U0DHtA?zKA^f4$h5K*Nf+1$OH zhj&3GO3LAftCI~4ktl4RZ}!%NgLe-qB1p$x7^XCM#F|cSZZyF)bwU{x!9hIa4FQJ| zCteWaK%zaP8n1_TraWRLBC|3~SIl+`{59YYrXFBWK;}eVf&)6P#rj-atICz@QQc@p3fT4#&}NG?NbGx(rS(v+o+&1!9(8 zs}PN-rzqs~3I7_|Q~}A&Qd(vt+GjBa2?81`&h&3V6}Uy$fSE?M)eBp%$$s^ODe%G- z29Dxj3#16UD`CMI0ub|m@7TLYye=PG@;sWpBEUmD9cE$;xT5Wbe#IB5Ot^Ny1tmNP z#!MNNyaNr|@}Q`9C?W`5=rjw6O&BPoCi{pKGuBYO3%O2haV+|vi5*$Q4(UuRWU556 z_$q2f5C)<6t7MjdQe;|SuHJN8o7l&!*^Ik@M|yB*)P|6FG|m?c<+P-m8T>m!TAP6ON~(T!ZXs!5>4%u%i_03kS`i)E4nIm zhu8UFbVP#2@dLg6a7_;y%7uhXL(m&FZ@VK=v0wZ# zyn^{tbcT@qM30drI_)MR$RX}?Nm7H1^Ivyocv12&P~7xXl+1cM3D#LsT?oeOmKp+1 zh3Hv<84h}j)I7C}zNx(}!bfSK($zju{of_?I*vPW-T^0oitG}~@$_>2-QUFhWi#G0 zc~$a16N$uM^8crHk_YxS9a%iu!A&wfD3BpV;#3V=2n2?DKNn1WLAb6}#Dx05XkE1) z6N7z%;!`GOpEYZY`De{C<<$zX7)5k3rKgE;t57(7M%U2Ls=*`M+gETQhRbbC-adDr zzp`{qX;r(U%rUt?F}>-7?W+i~pcYM`Ff-CD7{@7419_S?OE$@$Q~~>0mPN?5R(kD< zZrDm>YvQ+!$Xf7jALv>b>a8X8b;1hl>z)(i{=Qyt(eLR^XP(O)P2ZrU1&E*n_Tr!!NH7ha$C4`WhS+kODDC+6A&6+jS z@k4JKVUwtM4ELkp;XxfhSXd1@hl}}!M8ar^^+4cq#yj&WhU7BgPYtg`__zd@SMl;_ zjVhttmhBo&ghR&n0&@ckj>ED34F`g=l&L=hFC zT!w05h|a4@as!7~S;>W&N_L55&vk2R}+Ik(xrs!^3-LoATmFze6qokFJu9$mTIadQmR-AVmtj4v|fT%tw(*lI$u1R`~Lwlb6hOwf-3-ci=Sa zdLkW3bf{hK(`UT9e!;{pFYQhz+b zl#@_W^kB3dsVi{yIky9Y#0}W4-aeUVkqY(ZR&5Wt%-YSnwLV(l>jh+o>`m*5K5i9`C!Y#l@ZC4g_RXp=sfzKt;XTE#u-#i$pN;EF%gplVbk+4C zBMqO+G|m%dn8q%f-q+Wcgw3bx>3I6=rc)g^&uooqX+&s67zQk@g@kO{MYA~k_w5$M z-iCc_zC^1RFVJM2IlMI@Q3&lCBf!O@`wLft>uT-}K_&A_sEZ?Xja0)84c3bTvDerLP8Bbinl_MWr!Hs2ySh(Veok|Wf}4CbmFj8!LlpSq!hgJ zBJ@G;D84^2Qh0W6TrldS^ghKmokE7I`uQ+J*czQm;(x_A>A-0toeS~CB$wyo8TxXo zY-9gX4W2!yvd5OiN6?_l!I-hVnDyCw`i34#(w$jT;5e3rnL81(FiWmiV5;`ljOaH? zIrH={4CbbPIUBoSm8e^A!ZDOLoX$0*K(s8FE+U_?Pcev%vRV@$wWJ0~mW1#~AyU6EBfO)45Y zR#Z*M>0rC3M$v-I;t=US9Ybr>A7rV|s$}uHnw%(B*E90Md?IkF4b)bMMlMk@lxA2N zrK6G{hLrA*RCc+g06E$jTO>h}R@o1v89)aI)Hn@07k4aOT9jgTMQiLRlbj&*MwSsYEAm7x6>d z?a8X5$0Hq}AyZ~knD6LgSRf}c85p;7NxSPKZL2~6X7Hi|7_Xsb3l(DCdbwMY{iFxj z2JGlci2bz_f?=frfh=&>`hp<4BA?z#z>UDAeA(Hh#d_g_&NMnlOfX_Q5jzm}0Zz?j z??}-U$GTBl5G&0d>5RaZEXdW+R)~R!rVLT+ym+;>m;@6dUT~EK%ogb08tLse=bYV0 zfxMW}MEvA+Co5a1u88p7+de;)hx*-!b6l%?I{d10qKBgZMA$$QAVG!z0dbz0k3k@W zWFi$8G&$O6wDe0e8snG(CQ>9`i&rvX&3C;hPJ`TD_*4*XBd~S0UPKsZ#!^jWGb@pw ziUPke8JjNhatbVjb?V`0D4o-iOMU%)nr|)~lYr40PMc(<6fc!h@l>{yD%DH*ay*^N z7m~SDE?3D{3psM1i9Dssrr3J~MOK?RGACyVPFY=;7`1(%Pc-8ZiY5Akk||CN#P8xn z(19AhovqY!rEES`Pp5O`LOoGSrf8T^NEG6^dbN-&*D~>Vp_Cr| z>Ci9WtsykbOHfmfoHx6hc1@Rr#UnEyVyn@C@Kk8_8k`<51l6wanv8-C_^X~6yH~(Q zg4;$NmZ6IWYeX5RuyX%wPf$L=5?3wQG6GA|G1eWnV2iKPdS3S65V$L@!~v~&z4K5L z#MBjeVVM#IL%!A#!2~w#7m|aTzd^TDIxezbA4p+yrCam4G!)!h zw6`Reui;-&QOvm6iCwRs%$a~jvbO!EU=+=_KGM0xgp-yBv8 z+gM%e;X0{G#>Hm1p}1-8V3#Sj;y0K=eFBZg5xOaNV~q06(+9nD3YX~T%NcTc@^L9D zoyivLuLMNiYWk}5+u&s$k(d>;s)-HUII<*7!#M;A_4ex)5M|iH6!ND51;%Xc^V;B* z4G^2kR0tu;p;Uj>usEeMz7A^wf~TlS2d=TRIJF2Gb`lrlLV6f-g*S`Ko-|IRr5UW! z8YVJ@6JBG%4eaAq&B(A*MoVsU03M-|5@D+FU=Z+_bg>8{2`+{pHrCvJpq*Gqgz8PY zaDy`f$$5FsTgtS!`>7x1APB4g_pPFUJYLIFoehMpoA|NFF zM-kp5e7-fM!K>7OPsA9o$4WI<%@2(kt}7BwMsQpOH`A& zPR*qP=9WaGvJ9V@*9Am5!z1GBwEPV zIV6EfDp^m$#PhjAyi%b|K`K)&C+g`!rkdxKRI;3|qjc3MLE?_oC~`xDip5%rC93hl z2e-m2V&9Ud5zV4-mAjTbiKOJhc(y~ifKIj^vbN6~nd zhIkY&puv6FGX#rPsYYZMi=s??@sc1IB@`WHCTKxEfT~a#S*>*RCdl+YLpjA(d?yNR6KPzgY3jIVcx?MexrU@uc? zSjrdjKT1PrwF$8Vqmi4uCMC;!ZL3+e(f-F$>Bw9jF(=~nm*0*}wD%oQv|^nw z)+{G$EkZ8qSbzz$u?NSI;BB*w)s+`GiW1LCS-d1;?>xq~>g#WtJ4F~6)?r~zpq#=lC(cjGEi`=tjjc%kN-!zM%#@dh9N<%=+f?Q7RL893yCeVdfj> zJA2l?7eWQR@EYN7&VcDBkizCXb5@v|xK0-h_@*aXQn5m*8mC|}N>Fv_DdGYi#|aV& zra}e+yIs;5+Q5*OE2aDcYN05yh;I#aO+$#pkWpKMQcGg1Bd% zklHq4^b1&%9UiL`zrON7WlrOW%SNk&dub6Ib1iH9oVY60k}SXUxvOWPkDe&W`>x+h zC}s`BB30Jgqy4V1f+I0Q8QZ;=pg0N!uvwG!C=_# zq8F4XNsf~qbg(>$mt^ZA1GGg?Th_7kUFyF*eTM(fMr)6)NuvJysWL5I928?8tz8NN z7Rx>is{Bek7GhrJa+g-)G*jc282g`#S=|&TF{`Ut9A(8~@64SYDp@Qwh?J~!iyuKN z8cCNB@t(<5mUUp{({Nvl<-s9C)Orswu`YPe9P$zuEioe~i{eNEh8DCA!gxV^PGKOx zh49hdVd9p>Id2vO4;NzQVD;4oKPK65(G*$qKBpMEufDJWc?TB8b-<& zKt3cIFD8<5p+h!h}exZ}FPdMsr1d&4`-2;=5B$eJ95 z7%wzfLv6NR2xLu%ns_%r)xT>2R6~8PCqPyo%O?+2YhV69iLBwHo;tEVD+vfUmTrKm z|J@K&Lyf7&$5p=x{N$k;{~yQIP)D@qgsUw4bfMZUp2$}e?Fw>fEI}WO(c6E*tMmC` zR1}p*`db$A+moYHMsU{YHcCjO(%D=-87Iy^No~?ZHpS;DSdYM)2tmv{>1P?@ z8uU4?*5ZZifzfK-YFGwl>LTfpvWF!#@g-nI!K-SCkT{(QuR%u_kAFjRBYTu{jH&|h7DpYNIq!$+0)q6Op^EtRpT0;YVlgD@1ykxee2 zk;u+UW;w-~o=?D;%}I`vniogm1N2J?0RV~OBb7kR4Xma#q;V$XXcM5-7Hm;t3JB5b zt`;R+7qlA`sAURyU*zBbL9Zev6K;q6F2SXU2ZDk9+Sbpn!KFkdAjMK-r>L&WqUAEn zD?Wq?pe&Y$t2BV-al%8kpWD{uJ(vz z+Dj%uPeK7Ao=gwS1NE6lX-$~1K;!BNP?LqUVgAcaZEHMbp5Ub!7;(7f--1%r9QN$9 zC6Ut$8JvRZ{a`I(u>78A2n|;ay)e|@t0UW!nRxKnoI}AtoYRGN2gcwne@P(%lqtmX zq}mktQiwK$rp6xGOZj0+g3EXNDOq|(^cc`EnVq$8IROQfAkn%%5*uV@C~`6hO5hYg zMm6CGLWu#xVlg^F9zc8am55QCr8K3>E%koy5HDDRYrYG1#*$HRiE$5o9kjGNwo`5|8y=F+6VYQeNOL0r8kftM%$O;o+nm2@OF~^BZZYq%*WaS8+f%G+*dp4f9 z)V##;rC2wEQ4Te46bE~Vb&%yWan*(!?qn?~0$=nyo!DWGcec&qS@R;3gz!&YLPPRg z!8wXyDOh>v9%hrN&{dffP?Zp_tc{?#4hLw*jKyNB!kx|B;mNK4kF6gWk!G>C`!JDC{>Dv zVwj<5a2)=e#&MO-W3CC?lEP%a0V^E8HzKQXeMBxAR)kDmjk-?580zTt>J4nLkxejQ zs5Cse`R%6L%IuQ|Fs@dr%P6`v`WF@AG#TDQ2t?gU5AL8FnLXN}cl9SZW23Usj6Lb8 zYjVA{-ZF?ovFc(_)@$?~XwX~3h&8Uh(!4gXI-M_I`Xwm85Z159oJ~=jj$i~y>xm`e zA+5Ao84lsO=;t2uX_T?udQ^p&fVap5ff6q2cTvJJigOdiXJ<@fC|;w$Kn_|e4o}Bl z6t)OA+$fKx6ip@$k+|`h_8E?SHe%Sbzu$Oa$316ndO_&}ybWhSuqBk)B;62w9`~c9 zTn(VtD=kJL?&*>G%Zd+;H)lMR!h!>fl-?c0euP6II3S&6eCUj+1UH{$u0T?Vk;MZL zOhx}_5_u*k!|1>;C?`N?6cLQPwLbWRHcWCn({qs>2EHnFJn+z#@<0(jJ$Y-$=<|+Ebo|0HL3V9@FLV7Z|1F zq9&d zRdYA`8>C_eH&A4`LN1#T_6hUyo^fWW9J&WI)d%sI&UcsW&K|`~;N1cFI~a%yw5M3c zuO|Wnfd>AJ`U|ai3x-&l%$W#rv`q6Nvdv$W7YZRx zB8v!bL%0_e^n8fR7xCaUvKn=&7NrhSQCdClN{YHY+$;rPi{*In)JSK`vPq^XNI1C# z|BR6!V8P;^N4!NlX}hE|)c@ur0WvE_m5deLLbF808!S=e;n0on#NmK`E9=U18iVas zat$RA@T<}J15ECv4#)*l`fcucpkg@H;@Q{GdHjyx0!q|MI$zoWj1gg`l1>P%7!gPg zf+&u0c~YfQ!CrvB!QH5@t=f@Y3d>Ra-0Ob|0PO zQiK9lo5NL`f>m_`h+F>f#wfKG*^vuV_0~K=gha~(Ar39pJ_p7sg;AK6>TT`_h!yGa zVjECntY|cESo}nQ^cs9&=t~?{f6@Xe zc;+yQjC+zLDnmGmSIHid*rFQnsOZynlilK;O!@yUo~dEP^+D2gdlXHC(SB7~=V2kE zUXZq9ids7+0-Z<#5}IMT8txXVCH^Rv`@&6jwOt7uAqJ5-Jmrf#k3M`H#647px*QW} zL0#=$g>kYp($inUdDK-xFa(mYnrbDNPF7Occ)3=fLPI`Ntx{DWRj;HdgHuY?>dAU0 zo~b3v)odk^NtUX_ztqd6s>D!1>fJeLS)rnN3#`UbP5c@zmeR=Q_|Z|s`~`K7B!-Is z30a+$#3xwPM6$Lh zPv|dpn2oyL^FSIEf=QJokNr8vYv`ruW>Er&v=3W05dQy8vF11l49k z(MK)bky;Nf7^gI}mea_fK0BGk;w?wTS(@=xd&J3rK(3pFAlEEIjh5V=T~HH}9v1dS z3uYMPXiMAK#p$qMBb5a}rrk}ao``9dw7Dd$r4Tq09~yiuA9jmSeh7ux5Ap}mte z^$)D+rWlgD@xqdhB7?6)b4aD*(o2L|IIL@s8?0H9jv}kt;LBs9WzFF1nhhzV4LT}s zcw7)YU=rq<=1E6eW5%++xZZC?>{+2?BYKV50Yqt%27b#QUj*}YQ9rERlcN~szwQ}W zc;*jC_#=}3{7HWV4JF;DlKzOKKO$u^o|r4#Z3}2ADC3C|HG&*`BA_9sf}ReW1T9Sp zl!CT`dl^pxlu%sb2|T82s2kA?7Viu>5|1`$&s}fjJQsr!bBs!h7<(v9dfleS7^=Ss z?O4JQr6yF-8JU~JH7y<>m)`r-7~&CM5mhPX!=DEto{d^=vrNo;LM>vxip2xD`VBLQ zU>I}I7MxM((9aRm?RWw&i#2=R#EVtsG6W*oUTiXp6=ZK%iqfgjOk=LqpV`*Re+}8R zNEI{MV#Nqk8sQw2#xFj^R?s70pupm$La@%W_wI3X!w zwzNT4KqSOg+$sa-8WXh~huj#nCL);Bl7C5i*3LfR=-Q)5yH?jOso(?sef`AOjCd4t zBCRiAY*?X!1rhRi`r+?m9w~88=%<2e}Oa|JPUM=AbJPkcw)xElZNT2#t!RbFd z%!RBRas_3$eNYh5S2dwyx(bwA{oA4AIEzZBePj-21F|d+ky^Y(VFe7HX`yXhluyZ& zE<7KLO5x1&zZ8ZPrL^7F{6%4K3!Vjw^6&5%i}DB16LRv9N@W8|-2kajev}8PAdNJ9 zdcl#7KD`57Q)*0_9^%Ccz7X8 zZV01NV;r8(8liKcMfoT6ye%q8jJUu3(4x|b;8Z+F(Y?}tHMFSUnv6a^{|X?VOdic~ z*94P>7ZpMkZ&5Vv7;8~JB^m=#<1dOOo-VWDuqX{#tj!e4LAOLUyr3P8rkVl&|L^xF zRsSK}5aIy9C4PzV>p$Rx%%+>`Kj4@AOZ|rf0QHoIh^)~vND>ku)FNe(^8jI2V%H+k zaS}{KE*H;QCR@!~g)`EQ=x)g{6MKA-MhfZ3WR=>0R?#MfaIoDg!%X>ADZ{JV^lgQOX#MC)A0NGK;}4X$d7xE{$r!j95*VOSp$?i8}tZYMdgb_^2tqoloWywS1P6 z)ai8K<7)|QlUcmw=~}%?QMGhDpQ?be$xNL&q_$@YH(`mW^h&j!k0)x?vUoBp#F|w= z-9(+5*C}%WHVbgxZma#3phrNv7OoyyV#d#r@G1$=fh{MhQhIr zIa{h^YPl3;l<~u7==o8vB}*7y>R453Rcf232vndXNiaItbSfU_d-~a+ zS>~XYEfE9tLKfpys#GYEa+aVjXu6!MRO9tZEmf(c%P!CSST%rkgrL+5RS>k4%+;#7T)CF4fc5oyvX;-)LXPU-yc6|IHCqD5bG39Wo5j(d zPvmonbU9N^l{2+cEs?_wQNkUOs3tPZO{IQ91JZTewTV)uK9%z}BOP5lN)(0dX@^u* z`$2Mid}KORNxsCMH)UieRXm?gl;WuzASfi$g?hH0t7qx?Tqed!wu8&0P#g1x6MK;) zzAR3J4#bZX{CpK-WFIFl{c%2m11b>bkBi8919BUSyUbi>Eqyge1h zVr@5qE9n#U39y~hrNKbG1hNw)mn!okSHE5Bw}-ad=Jj^3iXU|X2ixsEsrCnFUqOm>yY=jg5q&~&+JSa69S*kBMyw;Ycz(xH*L5s7 z(aGRRwNOge*$+)a^K{$5RbGk1?o07(0<2C~@}*>@4$%x|4Iow_3=0ZE=mjaVb!wZJ zOA_psCcQFMFN1PiIEZ4U1~Ubu`Bb)Ef@oG#HBKi{FHI6+U9=mgud~(Yjx_~(K`IXD zex%DuoT%JXN)SN&D>Y)o>Bm?r=PS7+S3O;kt|NuQSo@AwYPnjDs3$5@R5N7Yf&Vy8 zxF&3hWcgg83{fNlA|9_JTx63q#00vCq{?;5!Y8wn+_z!CK&?F7-BWFsLUUNeX;nQ? zYuDnc&OwI5tiN2F@>NOKEAdRJ%wbc1j4NF#AofwDK3^!49ZR#7S`MzA9`mXYj|Ph` zRO6L8w<(UxCZDdtSWA>|&l00ngZpuNQWSiz1m z!Bp68I$g)ykro-R0^@-RLVwEXGK_+V9i)Ur0THtbnB%1ykV#}Fi3=L^8j}i-)JzY_ zfrIU#W`qH*PUhx=@kDSVsuuFxbc6y3WHlL2!QTNxC5OllMTn2dA+oh{y^^oQK^d5A zU9#nCg(~*}t5&>HrfxbBMRla$bTwV6W%Bt-UWDR8B^R%OB~ua&oH#@Y2O`NUwV1Wf zrFX3a%4jo?d^{HJ)i^aU6v!nYS{K0`ZeN8g%Xudg@p6hQUP_kpBGuKxReAyfSWcD- zc@CI?Wx!S80&%{Xnh+D*n28ei3z4%{FVMw^ETsGI!_wx~AyySqLbUM7*w>8# z6Y87QGAuQdh53k2mje6oN(yMAE&)Mwi(D;HlHCU&3c#Mv<#VYt_zIOqxUOQeu5zE? zJIMHzWC>BX1`$F-Lt01NNtKhSI(Ha(rG$QxnB<+CsH=Af`?8tmfPFBWTDD#(=So%h zXrYXjK@@of!bt}aT0&Jy=?au66w?}jAq8ha@2sPZ(V4iGs+I*~aF!=%TaYWEgp{(m zTs19e#c-=CdU?89j@R?0R1(ds8h|#8eJnwwed22gd@u3uTmg9xUdKB46p~sBF*=={ zGWIpYX$si)tf-9x@;Mv=tgJ+LmV6;A*RqbjfNYRURa1l`z}TvZ9L5b8dH}HC5K1t8 z=p^NCM0-ns)sNNPS5WlB!x2}pb_#mHdUBFVX2{tA%~Un z1v+iSlT{S8Qaw?riGiq^CsV3IzC@bD5#JUc90EieD`~bINByR|Og3K1XXy@?$0SiA zcY`i&c_cRILAfpgbAS}hl_C`A@<>79Im3q#FIOt%WWA2AgTg31ybH-hu8xH#pN7)c z&;ZkwN~JdSLui82^L+@XELgU1-qNK9U?a&BL|^7Qp!Jrx0+m9#7SB~_&r?Cct)Lhs zDjZIIOqrktMXqF$S*$2Eh%!u+S&)PfCvpe_k|tJzwoz*pFAu6!oHQBeRlHsZm0#CGfMPF{A$y(pEsoE0+oCrI{qf zaxoEOo8_P>kW&ig3}1&A?j)Lk^}L=$B8k;P18t_v77%q4*lcRpTuLa^ut33F%qK|a zH0Z?EgK9x)cmS^82#~8dG)dbl)#8~dhmb|e%vaHOkkQjf*_mvuggBjmR+XVvC@u8; ztkqJ8-^?4#89ss%ro=kYhnRV>2j%K`NYItx(fN1{+iyKri{tLd7p8m}8lhwdz<^L7>Sw3m@g z1-xKgafN83*N}rNTf-ZY&R4LWK_U_;D!EJ!Z741{UVwKJjt-ndXzix(+&qoSjJo7i z&&BYI&8N1ieQXskIPK?884LTxCaoThd11yqlxAT#5NZstjfXOKpue(oO=;B>&jc$D zr8p?K1v{=+k_mWltzr(0Dz@x0wtV{c;zhi}WF3)--&!2`8K9Wi6 zOjA0NQKIq0M{=O|BoBSa=i+4&C?QK&%gR(ytX8lL;6=fjP^YCameLR-p75R!L{Hzd zYD{AdCwEVtKaC}PD3jKqrg$h#qVfxKD3fgf8!&`P9g0(1B@|$=eQeDrAYad)4ii3> zNo!S8K9&aI`TyNx8D|^5r~moWYQo1dX+3L-$I>KDPkbz)4uMl-ER$^zJjwgQC7?f} z1h8~hsjbaFkQJZx!aRSfPWWUdt$a=GWEy3=7wTLl+gy2)=i+4cn14QUEMp1s0Tp}x zMDFmROj-%BL*c(BG>fB@RM>&;)n4{plhEwQc%!t{&^B_4H=|S+HyT=Dww}TeMMy*i z^9Gg>A};F0TvX8!u!)2<#)(8ON{|s$6(cG_I#ssIkH}vQN>l)QdezoZHEA}D52uU@ ziAIT4IgSw_QI%R537XZWvp8T97!gt1QG(E2a(HD*HB{LEE5fiZmkDV};Sx(!GUz)9 zlt_-r1TjsR?ny|+RZb|3pI|DwL4`UmqDw5c<&x<~eihLy1Knlh$NoNPI4_;dxb!vp zE=m%tM7&8xycD6Yt)(wBxj&8d()}p7@nq_3yh(+f_?Crwmrn7FC)?gTfaiqLf~Asj z%IesH_)%T&S&85CXI%)N^#RyBytB3v3u|eWFh*)D@eJD0&{C|c(t1uZU#&}VsLi?M zQd^z%Xdkr&W0KzGQd|9~kTKB57p_31aj-~;!t)$G-KesTx7@ia_uw0^mlikRT$S#Tu7wb2UAayu0S@X%&Q~!MJkAm@(yzZrEjW=7^uZVQFN3 za^{!^>ZgzS2TC1t2R`pW{k*Zp1I72M>j@4o>EIANAr8*pNW-EV&W{g_H&er)hV%5N z4!)LjP;113hVx6OeIWW=lsE}nWH6JrqA(%?DqUs6v(#vW9b;kXwEIHiSV?nj#0L63 z*-{!`^w-<~j^}dlL5iM#@U%*7I(R=fukqk{tP2mo<<=K+=4TBz+8aYA8?UWDPs6Sn z4%wf$;gyCH^=I+VGePi?+@8>Kbe{0fTIa9v6?cnWkuw+4JSqjsPb0I`!wGL!ka8FR zIqN3y^ZLA8!$ufqnn6sYghvq?V9{`qh<0*sh4$*E3S*QvS>r`%fc)66G(mohuleKr z;~*%g30(-QY6^6YxS>sk4U_bUNjj$iM>)+6a8I z44PKVi}FM{@h<~Fb5Z670gduu0 z`MdOwk8u4%!P2kQL{N{j1rxm+tu@ub^WX7C#CvV&(G3r zJpNol!4LurFOCKbbsD{`OoS3PR~Rn-Y!jTm|4!q;vA@`a6k~nS1_l={UC?s~37!bi zw#V>GCRqeeh#eaBl2#>biG`*j%upc{j7u64fz3X~B%LS|Ji)ms!@?68-)J1>2!1fm z@!HVbsf0;k;i(MU!&5mH5Psx?J(!)Gt>!IfJZ{o(?#~5XgEVd*UDG*N6v0PVKYzOs zU3uIDZG&uhUylDh3;h~nCWYffDvdvLBQiIjBz3HtS7;DyT;gcd8hvJ@$Ti_eIzC!* zHUS`n5QLO9A0o+=?$Ly&=qH<7{`-WoR*?7ZpCYk~O+3d>cyByK%!*AgN@~5MW@c`j zDa_xQ&^FRYDs;B+dj&^4nuN;+;mw~-U4m_D0MF2boAKd?xo@5vWysw82 z&IdwpA*DjE^5W2={SKwrnL3B8D_&E2tSI zsb?iltvQZXN?{br8}zN94FuB<0>RUiLb9I5QUKodi`7fL-8~~jzeq)uw%$eto?K5!Nf^b^R3qs^U#SIU}0A`?gA z`?U6^xRZCtC{fnanO9*ncrD-BJ(LDEE9y9n^rRnclc9xnA=f`nSz&sBxx^U+H8 zKxMdl2>9cj0`utmZB4dyLwX9OR)gfAKz6t;_eUzh;wM`Ly4iY$DB!k&9a$Ibs8vUe zO5t(oBaYXr7dLB9TeO2+;()EXdkR7kz)7j`5jF=TU3YH*0HrSlTfF+L(zm6jo1zlY zd28v}qD`B-^^W&b({})%3<&rwzXPg3Uu?ckdu%$Qck>xtrn`$h1aS65-BJZf`hg1P zE5qcN*(c)$>ETi78g+kxZ3A`+3?K*$=qatWIVk+m=R1r86!LJF3MvDGv}Gl36#8Lw z4}4~;M79c1_HGRiSB(IPz95>ON3mml!Hu81bxuS?f-Gc5s~mbWoW{{)?P`_f7A^HO zchQN9Pnh?f;t7l9cAQX@u-4+-c?(Whu<&^QtF-?Zlu^PymXH%THb#2rZ3Njza=Cg< z*s9niSS{xQx(Mb`8*sSK9t;vu;5RI%7%E8Xj;_D1pSEGNSaoRU!I|v^-hS7g$*yRB zkA8Di4+S0M?7aEJ)bT#04_R1@Kh`ODmxp1owaknq%IRT2-!soc& z*0kF@3EFiJ4fR0V=ypz5K5cZh*pV!Ehz%4?+~iO$p%Z*=cDya0ds}pdw-_ZQbhq#4 zxO_rq(5kJKkc}wlDYqI@<^cm3fm>1%y{EJWR!{9+BME%QUnSI-j!xC$YD!w_O>W@t z3rho(vlOx?x7$RDYSb^*%-77x9vvE41(6pT?zLs->rzhI`w)n^z)&~5s#a>Q!@>jy zm`nSkyRU#L0b>L#w0c+SEOu>T=Jhf=_o)q2V4# zy*k5kJN3>q@j-n?(_ayzC>h?p0$SeyoD;j(%Itb1lDGo;3=me)19Pm7$U?j-#w05U zi}Sf*2qufV*!;Ij9fYYK%g)Wp`A4=L4>mvItYH z@Omk84r=Jw3Z35ihF2LW5N_=)Q%{4j;PMd(8tk+mA=T+aE1XL`>F&N^SzZY$h9oE) zRAtRx*|hVe1U+vdyY=DTqd6ci~?IEvb+W7+^AO(G#Tcg2)(B>YtfKs$%(w@|0pl zM(Qd76v|L5ZtF2CjC}e>Yhg~+NB0#2rBz*nf}rdIpi*4B3035t_0ahj*|fI-Mcje< z0$;#S#t>wKUlP@?$S&}t+PMju{8ycOM&MzkUb#YdEp>Pct0Q8Q?i4QMYc9fsh+cvv zuMlFDIA}W7GN4xF+R-~^twlkp@T+PV&?wOqfodb# zB%rq@qq_%tbzh~>(%PcSL>jcoo$LsLQuW+GABK>o34v#jPMyc22wJAz$G^7d0yq~a z=}M*R^$$Aa_!uu67m)CI?i>`fhcj2n+@n_^qQoj8@hGO!s0R6t?f|k_J|jP^P$8Wz zecJs&lbYQA*&9}APcT-hmkR#y?78KEOD4? z>-fIh@C6~Ha&osrD(Ji%pDQ14U~_6zblIAIr&xtT;$#nkFj1-KAzL<5R+Vz+j+S)~ zz&-m`#)cSgUy~!{0;o)+b>AF1p<;1i9YqI0?D$$;z?|102O`MHnXV>i4e1ox!p0mF zhpQ`U^lX9bTIu*cKBVx~W|3Y={Us*m+cHW6taqR^FcLEqQk>@^vN550w9e3&KM*3M zV7NZQRYTUc=u(Qi_|dFm^Ud5tV` zqjcI$1?feP3PLtKAcQBpBzNCE+U6f#m@nu_c?K-#(weT3BDFPX@5KSjnp-;bU}7qx zS+^iNHxGMN%Yo>GzdWc$0BLCm>;i~rIsOLywq>s1fNqT|TE`IMBuXvCObx{=o*JxwzAer&#+nv8*K~fn%d#(R<#WuDnofh015WEemKbTm99SJGD?GvY5<-=Ot_XPDp1x&4RU<+ z3GrAtYwo3*okUht(~ZbwDx`~2*o%{)r06BA&V-CS(L!XDuP$3e-5c@OBQXgG-NNe3(FWUMB|iIA(>1Pj zW}Axk4g(mwADGVqGk`N83g%mMztBF*aOfZK1ojOGDbIJ%`P5t#e|h@_gn(}toTyS% z1N)x(VxGnSM-S9&v;U7w=D+y=rVi<;k2oUwZu}CM6ot;2U>1qY>sw6)g+8%L9*K>v zvS?{*bnarcF-KEviDVm*tYX6JtBUT^(_I!RTCF+=#6HK57;i*dz(zZWrhwQlMjmCB z-Gluoz0g9R+NwGaCzMG-k1TDpC)K8;& zREApJ6u&J~zr4av(yf?1s1~SpsFKd7Zjpg#b$9^o6j41?0P3V%EE!_LmyIA4i!_OF z3IW3?uk08A|3utpq? zj@^ho425ARDlSR0Y8@Ggbar+Qc14^YBN|%}jUCHiV_@wQ(I(ic)fSG%VrnRtsccPH zmshe+HzUCgkm$#IqqzsMN4O+cpCc%(AW zj}(Epz!WpWujV+`)`r16$-w3i!8?KY^O%Wcx$IbBTji{dL%C< z(>7X;NLA#aE+*=tpBNKGIu}NdjwY9D+jfd7`G454qP~JsF#}0o6kyD+X!nUcS6r5& z)hazH$Vm+7!~I+jHLtk)4(8Pqqw{f5FDX)%QCw5AS3)f~;FqUaAy$ci?xw?NhM~kZ z;iF$fM+TE%T=SJQ1Qq-;6qi-1;?P+pZ!o{vjNJo~L`u*X)fQ}YpH%fi@!eNE^sd`- z@tP(Rrh?e2+`JJrt>|*)jP$snZu8T#=jUScGqL$#h#B`)?sF2K=eh*on4<*9PWL@f z^B_4}gAv)T0#TPdo@r3*vvM+`If~4Ti&U4U8hkHM;IJdjHW6RFw<`=B)%-5=u)99- zqM&zTc|%(u&DS&8*%b=ZDIla86;SsVtJp$jaCCmcHzWzwaUwBFHm4K`*&k7H#fR4i zHrB;J&DUfyQ_#YynI0yjOZ*)kCsCEe>8om>krvUd)YYSHEH-g9_=dZQwbG}Ly0Fgp zWu}dY^j~bHIR;e=J>@&p445JDyb*S<53epzfaTLnFCrj(6I+# zeSJ~#o|T(ZZcw>-DoGhsN*LuR=}5V062{79dVxw)5nf4==}vhyDo!I7EI`N*ea36V*ppo<){A4g#qeuygPSc{Z#3-eNFNIhUWP;*{Ff9y+Qa=^pW56Qsf zF$8h}Hi|LxM02)!{lXp<1)hmAr!369%CmidiT7rO@m)@w<3`x6uL(+kQbc{Bt**M zl+NU#W0FR&om>P^LNYEVLC2j)C)IvaRPd+#CxsAd6!5Q6xt5xWaoWn#uY&5T)M28u zw~CZCU^E2T87j3KUyI>FHRd9>ERxE`v_64NjvN>(k6@Hhis-~M0|A$r$Q|4sxNqR> zdPN0?gcGcg0KbTh0fj8G2O2A;eI#<3n{Ns5%#$cC1@WXA-5o9E9V?a~Zcxx0hbESl zmDp7!m?MU*r1VLWc&&0&J90-!n=O@ORRliBhqe-f+nB3G?Ki1TC0KwcL z(73aiGKA1yqLW1{0E)+f0_D;6q25*PW^8tq%iEA=rnqFonsKJ`MRwa5*Tg$|?}nhZ zh%?*QFPblu30vIkjb9xHd zO+ampK*2<0iI&PJHsXM4QiHiAQs_f9Cl&WPMRi$(_QI{~fS9Lp`pv=CNTaFQognuG zVP+5(yRrr+K~#Xb;cVwV>EdLmQ1T9hx0-ijCAuQw%1?L#rO4UhboOa7Hb5rBuv=os zY(XM-2BS;ocaVzjZoQc^BPPMymeqtRqz@yhNz|stI8j+hMzAhjpdPDypr}Hw?2!lImS9&9GZ5N*D6CL*_@(AjG4Hm8 zEA$ZRffAt_pj#J_5MH?x7l;G8`KYFLZow#xl>t?h@XH*XlP&w-8Jz*b(wSmrYov3s z)!N;lY(@r6wz{|t!kj3BCR+{L844GQ$sc$R2fVZNP{t+(ptNF-;rMdp<- zKDi4kA_RmjDxL14_^@HVdY{c;2cjrSOE+$()wV?gImFrFoOb~dSz%`0^bj@Hh^TGR zcj7ybc_;#I*9m*=lIRJKm?^KQvilAG8=#JUCM)~YBaJwx3Z(<^?Bn#fedv9tJY?n74cg_PHNED z-35c8Q)o#T4AMoK-Dk2b{U$ZorX1B0FEn;k$0#?%4~YzF=LMtwr&_WFUz}P?vtZl- zwgd|%c+M@gf~h2cZDf)yse(}xxg!keCur$3eGx_EOyG%G*&j1fCmj7^z0cv3G*XvFfFh4pK659I-`pllpx9z$ZBH>&N`>kZfN&i zRu-o0KBq&(tc@sD9Hc=amK450p8!9Z+XQ|dju|bb6==r_6dfye3i*DFXk&{A#ripZ z%#_M+&Yht)eLwO{6)FrzlKvn9YXyzDx6ka@M#8YjiUC~&F5k3g6rUwZWT>+V@(OXI zp1IPqhl^;aws4soAffRgoZ@y6FO>+qnxIlgHpW-w2XNx3CMOI_7D0>hHkz0%ZqScO z*BEiH3?AopAg3E!6h8UCoHbUK|2xn6FX2oLQsSiK|8U!ihS8JzVM6&oMLCL0rdj@{ z)Z1U;eJNuFA%Ni#~qwkNc8G{qW(pe)HlVFXSIr{`&GCPn-Ug z%dXn-Z(o^yXU})eyy)i_U-_Bpj<Q|J6}_k!COox5?#lNW#P^4ISDw?9n3IY0B31&M{{p7hn9-LfFN z@Ed1b^pRcHT-l_57CbQhQ+O9n( z{dC&uegCoj!qxlo=iHh2>9pzdj-2_k1s_{@?$8fEdB=iJEd0jMMgPuBt(R4Iz4f-~ zrylde$4^~+%*@9Zd~DIVKfM32zu%?*8+qk?w(sN-*DxwU#~pwTTec5%_;qt4b~6Z^XP4letORvcD`=s zi5p+O=j9tOp0@v-Fa2R(@#dF)`Ad5bUGmj0zWs;4*!P?N-nsevzx?{{;#F5YHSLaP z_J6Fp>6D+&`TRHcZEt=2&ztr<{rKk>&R+A9tM*LGe6{tiO^HA5e|poSr)=7F=>A78 z-}mKB`!-#6*X>&t{PDs$dro}(i4|YkzIE51llw3I@~vAQnDfBpKlqh=z$eSocpz1Up#EuzkTaRm+hZ*-qZi_*!_Frw_g7CJB~Q_;D5b;=RL=@ zestHVAK7~4ypGpA{!i6Ieh@qNwC~<`)2_2$cEnLmK^@f8KcJ2dh8--ED8$f8OCA`OU7IF8bTE-t^LyT`zs$ z@XL?eblT90r+2>f+vi9B{MhDK&yD@fH(vIOvraw#J3o71+Ti-`ndiQuzUkq!AJ|g< z-oCG&^XcFH^{H3&erEr{Ppy2%S022zbNSUfZ~D+>k;m_T(I@_O*L~N_**EasYqo#u zXBX_+b?IgMf4ljCS3a43>0t3sJ9a;F?Pq_``}jW}b;q3izQ^vrc601AkNoVXoA3J7 zZQFk}_Zx$s-+Aj7FFx(m`!D{nqQBxpv*R{`sm+mkj@Id*59bbUk$D?U&uX^5t8v9ocu^9T#_exhB#|CF5b=$vPM`~KJL`PX@W+;ihkZruOy2hOfC?(e-jbJZnJoqYRKUo7r9x3p;KKhOI8bzgbwL8pFfO(lEs_xo4&=ij&E z?jJpR*Q?I@z=p5<>)^GQF1%sxx1QQve!Oeb?we2lhkf5{fBS|1HRrLL*Zxyt_1WjQ z7dHLq4cDE!{&i<;oBO)QPP+Z{zuOY~`t09barW;YJ?X@oZ#?F8JHB$y!mH1GaL|*KZ@6;KeW!f(2Zuaz_CIfV!<_T(e&pc0+RD90{9*f% zzpS2o!;jCu?cD#k{J|Y}+N;o7ifKI`Y<=bvhi!W5#&bSe{Ln+2Up`#9{Y!^Db?hT&4(_@0pnHzp{fo~%v}M}- zH*WmvAMgC;A*+*5UVq|yo|@ao@2>dp<12T+{tZ_pzPa$tA1$x^_WNG`blX)MzIx}= zzgczUJ8rr!`SibT`r12Qa>Z@8eka@)rwZw;z-JT5;3XXa4HRpS?15 z)$W7t{b6+dYc|B9H#~LyAKTvY=8<{dY@fFE+QOV)zd!ZVC7Z7}`?cHu^SV7tx2&Aj zcie6F++6P8^sQ}szuJA|X^-xXz3n`~L2?%f9=kmu%>IV(z-ZZ#{P7wY%!=UrX%R-g(p~ z=9V@dy8Nm;PrHA2d1Uhghu-#*)f>Nl>4%>9eU%JKY0A5{a4(1*{uVMe!b%U{ONz*|H$soZ`iy0 zuHC&G-}w2?dBJoMPRA3x~RgC{?6{MR-gdrVhxcuRgu*R4x0JN28ZesoLM#_x>8Zccsnfy_6q z{7vz@n~Ilwe&efu_3MofZBD%RiS1kd^yNS7{O#UzKH0Z+@4e^z{?psne5xaU=+ zeCL`keDU!9>tB8N9|mK~_dW2?HH%N&cF!kH+jPM#H_!ag_wM`d)hjx_e8`=9x6Zil z?H8W)$fk`m|MQ{Ci_W$|FH4Cy$AofxOU~`d+s`P|GuAX-`0QImgNig zZd`N1`?tP$_=)#yy6g-8>-tUWK79C`UFYst|Ergu^vmnhFZ=Ym7k}tQ#k1G{*TN^~ zty}+J7c5Fu&tCG0eLvi~{;+GlJNpl>zHQ@%V@`d`6+8Fd{J`F)&%3|6|7-8N{F3{g zI4^$AEswQ5vh>PpZX9~uo{zp`)6Tc-D(&8P(|O(RnYs6oe^~d6^FMjg>pMPu$9vB^ z>5O0X&3^nFuibX^KOTDWd)7RC(XKs@)gF1-mKFE^@3wbs*;1ds=e@1Lz=$kh^x~J{Qht50nyhDGu^y1ukU;Od+4qp4R zzL#9H`D@#E-1WClKmNxs_;&C9 z@6DO9we`*&rTCd2+W*VXwSRT`ci!{sD~rWNJMVqn&o|xh;UC|7Yum_EXFSz<$)Dc% zn?L)5*`_}#Lra8OTJoEeg z>$iOW+Wk-c{pYUO^x!S~2R{1A+s^vIwx2#2d1-Oow%_%iJh=J$hnBj!w*2YBPkr^l z`%nG-)_>Y_-{9eY{^%3epMBZiU-IZ98*V-GfzCg!yJCI&;ln5G$esL}*PZscYR8Nh zzo+HeS0Pwo2eMIZajC!YEEaBN%eqAz^l)Ng&{+Zz^qr+Vh1hwj?6@h7{tJ^b+ftG|BN z&p&p=i(mVi-9ra$o4!7A`SroZKgSO5N=))oKqp+B!r4}S9# zo6dUCpUxP%{$q!~V&tf6mM`3L_`)l0{qv3)KYskU+N+QI&?9GVzwDZs*U#I%B|IYp=Pyh2Nmt41g{o1|V zOV7V(#_RVy_0^}=9*F_r9cf`qzK7{OU*USk=1Y?AGJA zUwiJq{e1h=*PQf&TaQ2dqV|Ix-2K2&Z#eVTe?R8Vqp!-{dSUz9UiD9Xx4v!rdp~-^ zo3Gn@#`;q}zW2%U&I^9J@2t(gy7CM6UNvje|GwvM*X~$&%60qiJm$Yvo^#PJ-Y{*> zOF#Ry-3Q(Nj)#A~`to0=j+k@eK=!?Fo%@?<7jFK^ZC~E`z~zZ;i{4rK_}#M~9(i=- zE4N?u%AKb_F_5|YU%qwE$9_}%%%5Mk<%SPGbor|{ed(7Un^svr^WGJUzJ1Xvw!iqX zpB=RMkWZGcD8Boq%4hFBzwfVZ`1oz-bUb#&T{l1R<_DfR_r&(0@4oZD559WQ(^qeK z({FD(?9AP(?tjCktG9hQv*n;iZ|Zu@9eY0e%&T_Pb}ql}>$iPj)9mgiF5mi#f84m_ z=sA(ETzKl^ZyLDgrq9iJ@t+Pl@vv2wq;_3%_v6bC`qjFli+6AS*fF2k^7{5I_gr6F zziH3ge!J~!r(XHu9}Hjq(yQLsdw=bpmY;XQN1mRu`4vxHf9WrK-?o0%S*P6i(C5#2 z`~TtVE5M>^zK7{fX%M8lnBUAh~j1eKI#K@gBm=>?Y9rIBt0>0DA$x?E6Fq`p<( z-~0c4@qEv7_RKkF&YU@O@65e3XXZY;R-HUiBj@RReBtpFdU&|Dyd&|E?pL13yIH^X z8={FznZV-1*xtvmV#H$baVY!;v8DgaM^_UFLE3 z`Sja$87{P6rf=l7t}WWEw!7!H{dy!q7tA&_0}IOH5lsx$G#Ac094WiRQ-`S|TOpBP zD^h4Z;AB(a*yiU?aL|Ci73CEDY+EXV(IwL;JyTzHRC0+Ll}PC!^>X*3uQ3UM_%~Ih{k{vXKy{4#0&p z{m~*$urij%qtWw;5vE7&TVe!(cW72L5x$VXuk`#3>VnV)?T|x4_*;2hI9F8s%?! zxt?5E7+al+mCjGM`DyYGoSq1UybQf4KaN=wP;Eqj2VVzw>^-@U<*g21ACx?dx6=xL{3B*=SLmd^5s`lxqK45DmS_- zv;0$*^)mmp^`P4ZA5WXWyL}2!CvqJ19W{=I)@4_GUdWw#S9|^;p&>ZKE_7RJuD~#~ zgK|V*;Jft3k957edZyKPj^?)^ROiFhUB1Sb;y;)I+l?19F@0p{SGsiQO6!YwLI{(v zE38w3N*{MO;^$fi(RCt34knKZPqaleU5&B3QnC+7!MGi+D(p`_n%7| zU&3;+_fjshH2OwW6KD{yN^$aBs0)9n+sQKjL(@g$^R zMqqa)7;-tBqF>^6Rx5Bj`tZA@}8 z^7$?h{PkKC^vu1$AGdov^K$4j;V=L1KjudSeT{C9s5Q;gPi|jL?e|YVs**LA5XtCCiLze4)Y;gqu{EY7+Vz@|rkGSg_ z-bJ~7WfbIb);&$u?^c6cV-;YpfNM4(+m{e0OhGizwwv_{{n)Q%euVUKeRJsKy!c+u z@g>@6C)u)c=V{2(GqHrn5~`YHO}9F`D*=y}^85}F8uZ6M?hRezKG;uO&VHv$wp!^N zRS3He!1}gJ6q|?`n}^+X7W{hC z?PvGcMfQ>G*}g@EHSLv`z8BBx*j>#H17D!@aHy}Y^^fJ_=d}~OZO0BZ#(1m8`A3K3 z-~3u@%2yIDt{D=>SOe&NM~$0|u5|T}lV?LG3%mjzZ5}zjxSEc9)ZX?Zo%*ts{zg7j zB5RZ0;%?~Kjn*5wrO}a6VH#`P(C+L0X6;(rTUrLX#mvU3$L%f0p9;KqvO+ngKX@Eh zKiMl#YWr9sU3K?O;@H&eu~~0(dxOnQXT*(}>Sg<&O2D_~6l*HBAQAq7yXv>|tBnXv zcYi0Fg}}|rDqw#8{g-DU*{F{LZ;A0Qck^>DEWZbyN?KhHthjs$T)L9xy)y_7@nBsF zVYwn|zW>JFJg+QcKL4Z9$FQxj9AEgLYsNTW`k3KVwpB|Tb?unG+vwR^zUooY@`U!M zg(K7M+4r~ApsQZ$>--sk_{mV?!5ckKI)s^=9$(1Kv+m%ttd}nZaC4Hoq}~uokENg1 zkL1Q7HtQrv52Y!8bgJJvZ&Yo6iDeExzi#IEevQ@2A@ekKC2Vz@ARYfB&*HjG_ZV+LM*7$?1;I0P z-zm+vl;T%^XJ;Chd#rs|+Hr}|k#r6sRx zipM9%GEE+jB(#4fwtw$@!guE{y+M|v-OaN1>eX6t`#pw7wQ2W|*6SdQBWvqpyOwB7yZ!i&`41mO{iO0d zJ?zdR>1yTwRq-_v;I8ATSEppL$8nT#q-movUKtoc+~Pf z$eIlqXJx{A|a>!(xbjl{ZUOi2PRNl1KlMms& z8fOKQ$~jBV#Uwqf{#rhmRTa#T6{m9CAaWR+mCL?Io1TkMZ+8ajj_*N4W3DHZ8C5bi-<7wXALHyeI(1xgwVB0z7_|+owV5TQaAi4DTQ6 z{oj>c!ia)*Rf^$kMFOq@9%o=EAB222SV%a;kxU)r>6D0_Y;X!Rt5KuA6vZ+yt}`7y?%Rjf4Ui& z_&dW`%ro@%B-{$$q_3mMgV`ZPf zalyU+lgXbNDZG7a=CuF*uGDw?BZJq=eDbNA-Dej9_dEAj z^Y=Few~y{OUff@G-#G2+(}sdWubS_7)^4w_D*NdjLtCpey}k{re&6+M;lN8-O0PQw zynWSK(hQH%gQxlc_~Ksvg25a?u@xH}wI?tgK}s*C%piJAF=)%{7k71d))zDCcL z0)ze5%y(V+iHB9@Z}LY@^Q+F!2y@*t3zUED+8m4$1c+aq#(m0&F{`&ZDbzGoH* zo;vTYVi!l%b9diO2c*`#sjy9mLUzf!vHPpzyZ!F$7qFY{f*XPRtli zZBZyM*|GOU({7(clKS3v{6%tc6pu2l7v$b59woRhHQLHCJ_{t>VHW#{ zc+jW*YAGj@jmbx72T4{7S!Y-_` z+9MK0!w30euSN~mND|LnX!N7H`Pts1I((i(ZM5c-B6clc(U1>hlPXyC=n|8n+zCV% zw)RFlL9}^#T&ONx9x4ZZnf37C4u7d6(OZyu)ErXg!jHQvr%RGghp8@E&zdU`Gy>4^ zwjQ_<9gjM4$+6a*9&Mjn2qF)5Qrs%(!m!j#schMK?VJE*2h(MbH)VUKI9e|2F_>3A zr?6hWZqHF6(@<$}FcqK4*J_+wT-1yT7PvJCF|{K!VPGHH;>==sO2u(KV`D&@<|N3i zZG6l+Qq+QFU+9vdO_Z8yJ4G=2+I__n zl;it9SQW*4!QF%O*wh;zp`~)Zi0{ZPIT)@ut%ML?lfm?_MyVQ}ntKPQzd`=hCR7ycm*kY)l&{QnuMLWDz%D&?h z23P681*_(De!hwLXT3NC$<~6NA)h@a4bPxSBctKFH3%_Gw5s2U-8&@-W)=YxD>s`q z%rRf7A{0y1#ow&$A>vE0mQd%=+Gnf?tS`)QbMEcjyS16pJlNs{pv+weL&VIm;@%WW z+sI@0Sk>(XTTYDxzJkJIl^QM0ra$}8NgIsaLtI^-w;s7e@gmkkA|7!JUfgXfUGA}> zXDF(sYH*Ij9ESwmqSl2M-gQ61(ls$Q81}QRHP4NC0#iuwAc5Mjq`Fv(RM~K(Q+s8| z-wm!=zc_+P(Od8yl8Xm3KNIWb-n8VMu z#J)PWscX4AjW*!VXn9nyo36Uaq+Ux`0N<}VVSTZBIxdxUVt z%Wgrc!H+BEZ#N!mRFHlUZ66S(_=PV6M6>PQs&x z#%7u|Mz^kQbv7d=Oy0(g(zW5!HLhiAtRrorQ)U67X4(=E1*PzahVaw6xyQvzekkAG za+tzDLy0EMx3e;#+>>B5ZDSPQ&Q#w04FgPCW1H^z8Z$4$Nec>5}FSlS>t@Y#)?;ChmNw|y^PzADbQyI`So1)+h_$J|w z(ZGCY1j+2q60N8G=9R55c9!9of{?J#=J{4CVW{l^qb;Ar;%@j@4Kr+YY<;1*RQG1m zYTCRStFW`Q(Jj@ydkEMNGOJA>u7aM!+($+DtvmzVQYvxyZFPmtI1-B<$Q-v_|uFsQu`^CDzozKwRA1D#SOQ$GeeTv9GjwV<$TJU zd~GFOB7s|CzN%zpNt=#dn_XHg)9O7D|8}+Iu%*XdyC?&|gvHXF#Zo$_{er~%JEz}Y zKe1G`ZvU{fh%@`r;LCG2Or&c?aj3Ay$1K^ivzS?#df< zhp=%5@CWRNSG0>;)Bq0m!Hy5f=dARYTW@>S&_4+&6$I0gc+miMgnN!f9Auu6mrFd1 zrG3fiD(}En%Plm^{?f+PAeht1U`$V1f&Iy=RmZStI|JuhJi<9J)*=b*;=GU)j5e&s z9uB2#cnk%-d`v(Odqe_z1o-(_3U&eSpPf8P9ny7>BCG{tnE-WPjOky14r50Q>I*-> z-s-f|@yA2fC&l<9wnChbV;;4^6(mGgtkSjXE8mf=AmA3?l>*j^DsLrU2D1;HXR&5t zCt5s`@s#BGX2#PNXDL}Omx(v60F~zSd0QKISR3c$?%HPbbIK&Vaf-H=Tsl ztqpcqn($KUJxlc%>HJP~gw%#jg5-M^qMbnqS${?ZbYs!rl{-xGJvUKlERwTTy5fp7Icq^`V&W{-H13=EencHt2bS$E!l{wA3XA0pO_f_rVkGjs@gAVBwM_eP1UAEi25TgR9ep@TXl@GsO*ofy%ZG_V#KtY z(pjh(RD{X3DZEwi>yNVxmpz6t3`tAaEE_Q>)PNvXiKVN-le>JDh_sWqUvCUDpOwo; z;W<>xM{HcUjdnDv8CCDml9wxhexoTdP9VDe&dQq$hojutWf zaQ4C~InE$!Z`H}z>5kTvfwqKUs`l)R3hC9PLS78Q{ahu3e4vA>c*OEc-wZfKw+J@| zp`L_jHdZi>B|n)|9HtQgGrg@|o^+S-?!=x6EFZL%55#9O(OXG*KSy-#Yx!dSH+mZ& zZ7^Qw`O7&-M^B0aSg+3W1w!_ey{SM_eK$$j_PQ|Fd(~A(y(XV)e^z8Ks+8~~9t}XpqQFY4Q^r+8^d(s^fW(i(YFGj4I+L zEa^Y2sFj`B&R}+Vs*r?;KZj_iu*yiT{=cEtqf+R<+_x7e!kuC)_Xc%V|@NRE9Zijc>fuLk67Zb zw&T~*iQkxRw@ryZdNF*Ru3Ji11$(Rc6K^Gg3Ci*z}9wC^`JOXBT8-ier&rz&t4oXShD$k zVY`%RvwHaDMO}6apu6$6BM0tbEjHR6%Sks(E0s(zS(g6SIQaugZ8WE`yB#N6GQpjQ z%ey3x*V!8`ha}&dWE0ZmmmpvzIo^4>=(jwk3U89)L%VcT^ zCSQN8CUL5^zcH`7tYI72w0>WPB?}ocz%8EHG3};sRdyt;D`0!hK2PF(l`zdMo#m zG4`svEagVBg9@XUm|8k%ms3vjPad7EREr&0)%Lms!52V!? zudCKs95!Wu$LDHvPb?AFQ)`}bHI;rVf%U^X960b-NF{75>Sog9vLzfG>iEZarg9eP zU_#v;6X8x(#QRZY_3j%?mO_a)$ZLs!&Xu&#JgM|K9o~V>J#CyP@=GAREjP>vbl-Nu z@k@(o^jMWEyCG2TY`*AA4iXJoV z^ptA93kX$g&e5vI;pn^j(eUU|-;=NpLvE>|{qQB1*L%RRiJL$vrjUMk#eK+)^6}?t z!z+La!RoDP804ty#e7l6M32rjHmJ8Ixn5?KBB8c>wX2jyC-2rCAVp?0>m~msrD zyf*YI7}pD=3Vt2oQ;4pM-9H=cUDbp34aKUR7o?}eO9euaKKUHwJVRpXzK&Mnftc|+ zAY6z96b?(#+OUDJDGyoeltj`;4yc^5vW8J-x!|A46aWW#dNh$;ImCVFTzIq82p}(E zR?!79DmePM*H=t9rEF1~V3tw#KFi`Ke#0Vd;WGXcZ?G z8Nxznyg)D#8+1O{lb-?Ai3*`rDKDa?v8#e-NQV1xYFVtGN2?MtX~)S!&85$Ck@-G~ z={h*IDLv@#d{Pz)vl?PZk&S`G2r0POY0Z@TA$iWTJaHj3l|tHL`q&aC7VS6`mp(Nz zmVcU(jiCSAqU8Ho^g(yMm*fOZ0SEIl5-U8jM&G^4#%}^7zT( zXwoP2(Evdsg-sN)J`1mb{6m909p)j6DxD@putB+gfwUS#J5v5bM)RPUBv8p4WmCC? zy(sNsNSP2z`8~%2$dum81~nxn`GXu#u#!DgZA2JoVj0W9?880lg7LP5@d}U>Rl=wi zj|E+4Y%C_VHhcdGILV2dE1W{fOs|Gl%te5yo~{1%xtduF@^*-mvzrlpHFr)k+iL#C z6pU&lmMsSFd2b_)ljhN)h?=NKsS1uNkCi2_6-4visNju5;YsmTG{@>EG%pfUmKG|_ za9(%-*wW?P(jDx>X#i>4pj{QC+Wh;FVAa7>c&_tAm zk+BGvRD?vxXA1*7fr6eu&Oeynoo~t7F-W`C2A|5+Hl2^2kt2Z2TvHgHiT1Qttl0&KTe00i0MQs7?D)~rg zqdd2Plq%(L$)|u)ttw3T1GgtkUGYERteK^Ait1m}k{d|&<@MeVz=i684{F1Ordc}3H@HcYh8o{{!(6xslX^r+6a+}(cG3y6 z`#=IFHGzT%bF51;w1A}<7-lgI=$yqW$j3yvvu+sum7S8PE6)BfZdzNTJ)JL1ha))+ zR5yvoOvpW>YqdX|mAJ)atP^JX4$`Yawn9e@irKo3@p&%>&m?1<^8(6Z^D;zcTU~o@ zV1D}jWEdXQ1Y2-dI{nV(s~heyv0>>F9cmQdK(@k>l}{OvM7~p((1D?W=A;DIfIxiW z8>-_vFy70vW)+b#Iup<+-~t=FlHrXJ%$&YJjL$^T;007ta%s+RJ8Wg(H!x0Y@|@UA zo2uEo+99p0rPA+ji_7BG=J*2_D(l{$#}O#Wtaq8~pTLL5fz6@kuZCw)0Q$L&8T%#p}ps1OXGGHtP(^ z?4fdlecw^pqlg8Ca&<}o`5NcHnZ<=`aC|56!h&?Zh7TYe@R8Meh3gknZa81fgcSjB zUQW$Yn*P`uu)6=cV|xE}8S(JccT_3bgaPTi1ixP>?g;O;=^x%@#FKM!YUbCB?g;dT zMq>D!oV>Yo-jTP=%KqQ{>3yAn={)3#wqx{*^Mo?#JRLtQ=f2Dg-mGF$8xFljIvhbJ zF7Z?a5f`%Fea;Hv;ok2G;;KzNS}7NktJ2xWy_G4@4kgjasD`3avPx_ar~a6-SyBVb zfr07%!y)fQv1yn2xH8KRpzV}+-prU`>6?@5(E|p<=Dh98R(+7K6wv^q;uHT)mzV}n za)Aicob#h#nocYVPeZVJ{7=C5F~PQX%O#i^LEG^yAm&ZI7@@eyYpoi2{33b{vFwUV z+jZGZjR(`p{De8ssg5M4NRfQUG4BkqP1CtJCsUEU|1ereCf|{;fdv3&dk~L1(hy=E z<enqYuD^-f6s%w&KA%cT+Rd&LEo3d>Ahx*JBkqOApZ1S4yX8EH&u#K3xN9Su;l$xkX9DA-KEs>u% zNM8M`OcMFrhji`Qx5(2ux$k|;=MVXvfA~6%AD|p5kAR%f`Xe>?EL>UOIuHOJQ0NbE z;Q^6=r2pbS!m!JStZloDQ?l5&$5LwPMJN=-C^edxP4C!O=8C6#&#!FaSKT`(~g@rtnG=y2>hhb+Ub;It-DCB$tJEe_1-Q&kMGbaI{`x_3J_k|*vAisg@ zx*i?!?L6xrknjg|`~#4Hr2k?h@fVQnU&&w0@8fH8^kBNxO{di@;SWX<|I$dwKSJrt z7+SGf3N#mPo;-R+ZOKlr0%x9RT0xImL6^sOF~bP|FdFrD{DvMA=#ZiE=3P)q4;PCI z6I|yjI0|g)C|YrLA@e`(1KJtB+E-&k>*VQ@VWdL3`}Rc0&Lg*joXFK{6;1One6H~( z?}qE%#6J0Ph-y~J0Qt<$t@PzQ40wTI$l1<7GF*-AU&BK$Ok8^ab3OI}Prd@A(U&Vg zvwmvOQ*-`E7k5F93nPGFkD|@nMYUreS$S+M9Q%gJzRALG@-AR?3hF(^hH1fvIB-u+ ziWenhrxZ^|jR8W|Kl*|`lbxpPj2g=bS?~7+h4GU4BurU|=Z*-cSrX$o&POPI0TD5m zsF+06qxV?}ENDe$50x7j>Kxt@PLs`z11ZpLtlJO}aM;^SM!iPD*QnQ$ zk@attI0KQ?U;b}~BsF^P5H)oJ6GO`%KoWoL<$sk+lXb3<$z@>n42q7v7)HPR4H16` zBt}9n6S6MFFMmb5D1UEjg&%mW?wVRM2Z?)yA$eVrrD0HouUfOu2OJwi!4oE

09X^;Ai(e_i=5J8<`jLw$@2X;am$1j;?So*X6Xd=H{6Vm|5KkI=eJn0j_^n*=A zsS_WP^T{V^EfWF=hKhjMwY{jsI>b4aySw&77ump+7Z}%Xp<%?cp zRYUU0@`-B?{CN{%dJ*(0=&ZJ5nXI?$5qHXumDm+fHey`$d)|l#X+ZA&(BZIuGDp1i z>@<%r)|~I~eyVsr?HM-(Q$7ZSYV!47=fE1{VWHQiz2RBdVK4}e)*HG(F#R#sASfID zekjG0OP#MxyNGQh08!{sUWWT9Ow@UJ4GLgko5!IV((9|d-^XOckWXOQ+BiYu=6*XI z9F#q^e#;tcR|ZKVCHYnqlz0=vBZH@P{x+!|?WTC*bdSrpk)H2rS<+}+!bs48{FC8&f<%#T;BJquj+pPZq@zq)vdZ+UC){6?wRT7shK%5 z{hV{2i1`xqe79{_HgyontGSuDYA3J$H@Dw}R9vYOxSliDLiACJfZ#lPt~2d{|i zi@)KTQuI9~9iEPE{mQ*Ap**ICGr)~uoNcN3)G?(yB`1ri>QD7JlgiVZACFp;hAhFl zXGk_q8|I&S56+U2yU&xpSS>W-$|9e`(s4xIq~VAVwk#Gk(;LoO3_bt)cBMx+Pk~pM zqien!cce-6YM8zo>AvdhYSeQvNM*6iQI?ZB-DL5%E3I!XWf@!c3lV% z34H!A`09c-@tw`2*puyrKb{#VW^NE+)s=osq;A=t%%9BGi5^IVxH~@cnp(eygv7ACdfSVa2 zdKu6?xc4sD1SfTB0FiY1@Oz)nqzZIlq4)ZoRJVh#p7eL=2X|qL_m-c3qzqB4xl--~k*?Nr z^;1(Ig?V{8+$k!EG+M+;C@zq_tz74QV|SF_n-@hDRy+cyHV!{U#=(RvzidLZerNYnU`!d#w4eF+woX72E0JGTCfTiCM@^XT<=-?LN- z7yj+z#TyNyzd|z#1XmWX<0ygFo*%5-4F{b(OD}8BbNn8%v_Fg`mb=QtZ~xhDU)$p_ z&Eb#bw(C(9XO6PC!1cF{e$Tk7fl+jCB3$>fjPpZX3?9|p-|#ve5_2_u&U==zE@hWW z_PNuA`X!Tp@9yK^Vjh<5?E-MMe|F#?iZeWLAr&3uXV)~wjm`-{WLAE`pb z<%fX*52ZJJdj8^NvMh-@<42?;Ag1aB)1XGB6e-ZC1nHx~Rj8BQ{=#aOeXPoFJp4x& zO6&G@IpF1esw-q)t+x~x{;{n+{$9d^p8L;IEn7h)q1Z3ae8JvkqoLL05m049k&A0P z+w9ssAAN8Gx4HCaVPb%!;(b?TD*NDx1w5{#XH@9Svrus|w37CZ$Rh7ME=HARhQ5D{ z&x*6}`#oS4DJYytJZgrdHKnRT&6l~#KL-+G_2;z=Hhovml2}U)dcJnHn^xIc-Xa(Z z{510OXGxUlVTOp0s!#sQ2Jyr(?2fV)KOo4!HbqJ!@t)+p8R$0;g9g)68WPWH%gAGV zdzEcJw#2aM=xeg~c8z`liN`CdEv?_`dK8!#8z42(+7a{Z+b7jT5*N9I(efNAt~A&0 zqZAB(T4e3MP~nMVQQ6*GfZI|xWEStTWQ0A5eluO%W1Q7MG24NSbNs53K3iAvKLLCpPSE-pE3TT2@ zK9P_oz~21b62&~|o8Hpo4`+I%#A|)l7_-#E>NmE~I2Niet4E4AMk@`B3SpP3*4RG4!} z=79g;l^8WUTa;xRZp%4M5^3;872}1?x7SUygM~il9%gYI#C)U=b5;i4CgQi>GCps| zsJ@9d!u*Gw^^ALXQ?A`cbl$`>klu$8f9i?{hHG?J0a(#cKu51KIW}C$#_>DHf0oB( zOdPuAStkBY+e!Lr*=WOrB*+cyw^rhcaysg!ZKxq?Kn$$2b>X*$Dz9fNvu+2=+mJE> zhWrc>jwKv%>o>El8RBuTU} zpA${D@&B9h2rt?!DcgH7gw5}yL)Pc6*~-R9NeXm78Gpg=lv9T?a--AiQjsh5n5f4V zC4p$zPfxwn(KeCGALJowcjGEyp@_Y3u3CZKJR_+ITQZcsH_!R8JDYS2B#2g#)|QE_ z{m>U1Eq%gBkoppCx56n>MYw)70G1njV(3Xhu;s0;7k>Zb%>dWI8{b6CK}o#O$9Sh- zag%3ARmM=*-+_jGuo<^(RytPgCv_sr&Yhwq(C4~HSx6hzPxT2!LSWbS521nF=NhXf zuRZreK2Caur7AImq%Qro)Rca{;$Ol0HAxfthKY}6Uxof7w8WMm3ctT%2E3KR^j;8aYz5w-tX_oOxK(a8o z5zVdpKV%cXL~T-}h9}Q2<)}e^0Ob`JEslA1$pUYaB$?)11J9$nuv6Jm;F@OM_?RtL zX7HHM5Gg1opob#$b!TaJ_rj?QJ-SCDAds}xrY+*=i9vyyQ7i0nD}d&yK3#CD7 z7ha&nvxVSbB#ucL|9IGAbhH9*r#OPHufYS)b~Sd$aa8iXiA}>6^TtRPDoaGSFq~t# zF=7TWV^uLn=K1aPT%`31Q{=EIBy5%Hq+CbD6;84!FdVZBcT9VO!V6Ur-$!nx`lI~z3Y&SF zE_|BkTzv|!O-&#DNv;yCImx7?cEyfq@*uN9z8JkWym*F~ zRb!R09E*h?#Re79;|>xg-unp^zj&nh^seifHbv6pmwL6hiEsUj2^o?Q5W1$X5SvqR z{uwI%%VKYG(U0Ye`RdQQCgMuoK@G~WZOE?<-BaVJ-kMvn9emS%`KS8)Nw>PM$ z?_%F9vryb2u`bVuzdqS7otNo-?_O&`ZeH%a5C4A9DaomJP+w$itE>zMkA~7s+u4)#Q_(CYX<)(*DlnxcOJNd+d@z>Wox?ccO>IItnaP5C8V2 z;t(Etg*UY0e-Q4+8Ru(L<4c}61 zNL%{Rs)^Uh;>oV9tEufW6dbOenatwF5AI8}&}zS|7;=^OA&9E_DSS`x`|EF=5L@|x zH0Zgxm{(d{|B!pycc0U)e(@mq(SvM=18Z1|S$D1sTQDqTUp|0Jbg$(jz3F2p?@GCk z9WSW^Mdhi&%>hO`@oHBg%Eo0*E&eySHPHgwrs;}Z%L@j-Y-dA58|9xq;x1e+i3!dFc9pQ$&A?B!Inm_)hLi!=4JwiRVwA5E~rwO*#Jj16m zq4!rfD_3oqY;*;0UI1ZCKkPVd{l*mh)?FdG?bAqHEa8Dq7v>j??!o&njQ@g)3Zd|o z_yl?P;GGv(-qxaq9q(IDE5{ms>z4ATNfoF)@!txK@I8yNY#A<8a)9Sg;ajY)gnx2g za=XAM@+>%|Ln4Ad(Qw%R5$<8S|Ioi>)-OUfO8ztVhXNsi^KY7mHGg`B9?lnBPW~3a zS1e%wR2s2!<-uO*IRxv`#i*1|TaYLHa59t9!S_>UYv8nYQdju21V&IwR@TzN9#0cr z5KnhWI#2B-MD=g};Lmey^5*1IwLy3QV-aWe(_BeaR3u!?8!!#~hy2vD?O3rQ;R$C(?-|W6XEkDdP*= z<9>Z!9i&I5hH1gzl7SgX!d9%dzzU@h=-zW>_HQPQjP5YW3H_{SopA?U_F+XC(vdQL zON>RI$UN8gY)Owg$jH|h%&7ren>M?z4&P+2^U6(CM(?kNPBPVc0M*Lal!xDh2+ggn zh~fV;%l$UCVxf@+AIADeVaWiiHvg9c$o{f0I4W?~m(>Y);V1S+&JR2#w69EYc^?#K zWO{j{_FL9)Tmk(aEx;G_0m92O$(ND;ab5kW<>PNsQ+v_TIHu9CTI^H(6*;DAgZM0^ zOLwY>??FDYpyoa4QE7TzO!hX{~W>q6{JIu2dRTL(V{1wkzT zRY7n!`J7-EPfw58npJT2SbP(pNmR~QILp^`Ie=5C16Zx_XWYA{L6?Pa-z|mp7nq|> zZEj-%hWOdy$#0@2LX=_eGkaJ~XjIS5-)|(+K4F)`Wvh$zwP){Q?lY9RT@>*p=M~X; z>U@R#<}aEoBJy(RG)Z{cCL**vgd=4CNGob_=tB^V1Z_mzYlWAE%Wo;z!bS=OsVFQk z@coBw4o*L#Rl+Q`j`E&1st>FCOIX}#O)Mg^um%R`{x)qKmu@t!Ot&84^(1!(c`F&QYv&%YFX~dj}BYBZ^sZXGiW8;$oL1s;fnuc#fVvdO{M+OI)ty&4Si>C`^#nmD>VM5?ys}W4D0&a(r%j>?2bEk3nkWF zEgcSBDM&)IH|8ACT5nMT)}ZRkmfT7BCh&dt*(-3flSd&LvJ#3@r8 zpyy3{I<~zo`@zHE^MvnBgdwFNp)vo%66Ldg=I;%T@54fyZAzu{oXE)qFkJ<8KY&@f z-Dpbx?y}nF_ia;mKE^m}i|QzpC~#+{8|IzbflS6E50Vz$G+|Icn1gH9Vk#j=fj+TlHVD;wT_$) zE2P%Vx{pR=L&KWQ8cF*x+Heu2NxAwg<5P69P?GlAEWn60<|w&&Ty zeb;c>r7x;;Y7Ed?z0>Xu3tR#qB=6hG_jrJZr`R(PXR3cXEB&VGUj5)YyKC3NCT;ERR%dH0~Dmyz0k!_P?l#R%mJ{5`B z4|3}sQ12U+Xm02t-$QJC$xXfza~Qh2d;eML0KT+!*I|rP51-v)&63`gC2=ddc3rI$ ze|ZJt%k-xH{%VJbGqTvF@SBLsu5w9SP6|LE6l~o7+LBnvTXUjHOk&pO|2-9 z*(ioX>3ps7@T5P2MA+a@-|J%kmOtOWY~vHs+gtFfN12txFV|A^XTI${rpf(cM8uBK z{?|{?c0Vf5vvl~!5FcV?;#+sZ^R8>y=@jfa1%EAmb$RcE8&mU<`6juV(;8K;jDaAi z<(uu+?5vQM?vk%+gliH^MOHV3tC&DJFxN!*lI@h6GLsq+Pv_Gvy1FCpxN+ ztlowvJZ?GX%sf1bRv=#cr4OvEMA>FdgSRa{JsoSBT`%!6wqd}~i}I#=H4d-zB0{67 z8Ts-zc_RZ0eXcPaW!72Tg!=vh zz94DQObYds0TIzZO;_w6Y{ycnS}_PJdKJvY?4 zp!U!E!=ilV#Ajz_I-Qlh1urPrKD_1pwYtho<=XqcoM0L*l7c^0mvaYiF8FK9uBFKd zrRUz^HF2cZuD!9Z%~S`AshNC3xg`EUSZ7v6%WO>|Aorw z$Q#0sfB7w3%?{LME(LuSNOWpF2~d)FjSfZq$epxYi9Z#kjy~!+AqL3@P@KzDu;eL= zgIMQxDRxwJMe}=N57(V^6EK$N4H}S_EJ17F9UIPExE~;c%=iA$ zV6MjS?06Uh3x8U(#B8hQX#5-luWU6Deqg%wLeOKN+p1>&-$#D~ic^l6^`m}ESmw6; z;hTIKoepfbXqE7;=4Zha6WdRkO;F}Pj*B2&JOP8AHct(*UGXo*sc-bhRj@U#CID0- zu1(<$q@-(+vsVdmyuYDr+T^zZW<&#nq-|C&#wAk^Lb8^`Z|?b)WUSOO8G>|k3Sl94 zK^3EyGJxLa7fFZshg>t=gTI{wZ5raRgTBkAX=&ecK%w!vO4 z_L3bgWcDk}d|gP&BQoL|UW<)*_p#B2)K~%#+&!>%x!JkLa9ThHmEdxNcRj8X`aoh~ z1uP7$iJD+mqXa+wt4ykB`5d_Z7w*Mu`F`(fHz~%C>^9MItcYcR)0v zHls%tu*n_0*`+XJ9W1fUE)(w3uFCg^zWb-A-(|Cg>le<&S{}-L0;U-PM_6minW+q8 z6f$SM-rF+9+xihi=zIi`jg2KRpN{jDaf^Js*QsA)z_G~`MJfsAj|$Gk)bKjj%sa~f z`A2C3s`9iWX1Vs21+#%Z)z}_OBb=`b2;C&S#+>I>@YaNBNM_o%qt`lfUTQPcu`(q> zaleX`)o7H0A`p1{5gDd<`ot2|Lm$!|+cSUk~h^c+`so`pqP(4U-TP5_6u4&x) zSraV*>ITD{a0BK`!&d0bd0g0@x9+Q<%n~NV&Gf4Sp~ayhtlcMJF*|O!L>O! zi5En!R$=>Y0#RZkt!GJHBM@iLTAfnbJ-RQwgo@7_ffO#|fm# zjB3z&`~Y7AUAJjjzMUxoTQtgQ5mmoel+Llk!C8L)TKGWI8^i0zys_~?`d@c4VG@EQxRxihf+Ddwp{cyqrZqnzeZzwkvn|RmT=0VAMjjt z=^LGBm?}0iq6aO6tV&b>9 zy`?_LghYFR`lY~RM9pqFZk9X8Kj6bCX7X|Hg;=SlmdGbA5%$3ewKPu%j07?Rcb{Ymk)s>^1jla+AI|`UvpdW5Yv$70DTlm?anm%6W4l6kB#wmS!^EZdHhz*$LWTU zFa9R=k5)$2)%Je=eNNNj8>*CY8ukAUDWU}=(*+DHE>_8qduJwo`c#LC>MUQX&$6t% z98PRM)Kn@wOS7hR&2!vEzQ`(30L5i8u%_+l*CLCQWA8XzXq4$v#nOD!xmCNBJ`d<+ z37-{Ke7PoCl70)Ib@%)%TbKHrumSKiI^cWAfW#lH6q0tWNcXwIn$5+UB26#6B{Xr+ zC=kNf2|TvmB)5`|QTzpC0Hz6Vh!A{E74#I@xMp;+1u9pwW!fEH`_dZoDPF4R{>Xbh z_`JdH0@GF+`0Fs-eVHl1d#dz{mzjR8c5Su)DjU@xkEL<$C}cAw-&v7rh9O zgGl7vU!uZ1vh95`igg5HBqNoY{QA#ZxtdJq+f)lnWi#w-5T>UoH84O$gg6()+Cf>S z>}`T%;LB7oNH+OU<3lks`@H6()=D%^32}vib}+?N9lP$P_6I|QIO-F%{;1s8j{{x` z(#ky1nxptyWtiBut}*XCQ%eSX*o*)4fr#g=CeA7ul0OjWj{LnIe+ZGa48yDc-1g4J z@41^@DA+p}R9)_*OxL13(onIia7;+ZL+Twt{I{MqsHzXVL7!XBig$kUS@yE(=3W(| zC8u7}=4iUqn}*F`cjU~(l=VTGIkJ{5b|HhL&S1UFe~CeB!Z3Z=YOa0qGWYBrhr`38 z5Gqaz%ByxzXHdr^fO(bd?ktk9&ERhXalr4WlqR(Dt-v>4)v~P_{?RE(ii~qCgADd> zIh<0V-PM*Ivkmuhx^vK6*0GfGOd`XnQmfBq?n+s}%<6oAG|+B)bzz6uMKximdO?Vg z_wIn;j}T$#pvvIMP*%s#d7{+69!uFlGoPRI)8Ef_Idd6!Ha3p zt|;O8*K<&OvgE4-~w~)Vzn?%$yg74Eaf}nCANU2B&8ayK7}q8 z)%jTAp7H4_Q4f)4B*PhNUd*JcLwVJsmOKo7xyNB6X6oC_TMMmN)&5HA5;gX!?uVqK zJRVe9eOjFy<(7_1(@Ducad+~4?B#FxCDlZttPN_O-MX@~IgQ~LKg&sJrH>swe`?}a ziC;4*Ip=r^9Nng;p=9`CbFbQ*y_@1h*Lz!kz*T&(;o$$`z`y(~_wFO4(NDGvl=s7N ztQa`=6AG-pq6hByzSR^euInxa9sXrVx6lr*kIa)xyDwA-Kp&xRdKIkysCDbT_>JyG zfdLP201|?}J4ysRB%-%^kqdykEvbntBQ(+!1p^=fC@?kp;IT4rJ{Y-zzJ;Op00=M| z(TIliqVC~n6g7Iw6m<=`A4bD_5oqivp1vT+t0(_A{r@`x?p7XFX6_cYT&_Ia{2aDc zj;>bj93Ecg9Zw$ z`QNTTLmzi5HVR32tiz4huaSMKKw&L!`8;E9eQX0;GpuLg7%|DJJ%KrcROlci@nH0a z0aB{GJ;}-#_JoO8fh2?!`T~YRNukzy(O~qM5DWaV;1a!8*o3|<)M~r-QG8Ha2aKUC z9@N$V%P2m-fMsB1D_#AGos*hFfWgYla>4xapIoT`|CN~qiJ-Nac?qZg8RnWUW+j|f zX4)j2z_If;S59is{{rKG7FvSTR^a~y&mgr0`2PeJYC<=jk1&=ZcGF^^_8&lXSH2H0 zfX>_(%)?uHDz7E-VF!U~dkTej1@lO?^)@8aiIg9j=Q-Po0=yFSbYX}Wj$hPRut)5{t^ z3Aj4QYfJ<{?T)EOO%nktM=t5|duXK3w|Cj-+X7%YdWAnH^S>=kxBt`L<-#<5w>Pq| zt1;}(2n)Tl*IR`~9gR4lx83dlDK~|*M-oDZ=*o-7nnHBtWH%VUeg|E%_0SGLJzj|o z7^=S)357e|Ld&imix}@vy&7=zgwz=Q&f)n3!V6`5;|Q1`<%n|9a6&aU_S$&ozLJk> zx%0s@v9C?K3(%jIkLTx8Oz5r5<0!*w+POuS8GN<*{_a&>_&>!P#R)3Q_N1ONxs=hC z5hugXxj&j-CO1JW?P8BPVy-Dm45F|@>97la+&V#HBKFg5NT|cZ(+I6H7#If8rE$RU zD~?}Q8tl`1+VUeUvnA2B#YgZWh5ow6`5!F=UR9)a_6VsLbfSy?iD?2F4aK;i09T7F z_K1=IS2|dfkwh>T&wE;{wxaf=H$!IGiHhkSf`ZnV?I}$^loUoo zs3}J*OB*W)ne71Y@!?G7M^^)G;=w)WHYdhIz>U+$YB8)cbXE6KZMx?V*vUF4_eSc$ z+X=curWQFXp^78Nut3EC6FZV}vgZ8YlgSr;yeyOOw4nB=FbLv&DYle*X2UMQIE=vp z@Sd|=c*ib@i*DxgUh8YyF9S`Vrr4{bSMwv5+Ou>@CjgJ*UGWUqeh!&c*-a3)o-f!= zB(i8#;#(%hkE4quvY?dU?KB{jBnO^_opT_px0eQg`_3Qs|8ns19<7X1Fx56k#2B2s zDQS42W8PKEHngQaWV}{L>Eo4rPIApGUU6C&MC)Q-#%MEOITJ@}8g9KU5*lhY?5Gnr zLNF892&>CrU85p#9`PfyP|!SPJ6@7cmeD%44}6I6hmVO3*T7uJVG)7ui}MVLmmP$qyVvHoMURF78A6>Uqt4|FGw@K9sd3_@BH2tAbj)S*5-pr1@$1(4)_h0PQKU6aLFQ$!|B5) z?d9H>V1|{W2dhlag2_X&8}#< zRg`%YugPN&ad<++p;8#j6y3C2e)q(4vs z@IN<|FdWn49*bD9%e)`?)D#CDI;{av1pN*)xih2M?hrKtr!4Nhx(yWfUOY%@h28Ws zxH5Y^Pyuw^d=!fr=UT9rGh@r$dU|ZS$vM#@oRw2O_u2iZnxs9$9h zo?MgH!-jq7rzt+9_ex@&L55@7=iof!VV8$Mll%R`ISX%unC8IS36*o@I1`B(L=zvB zLBR4@(^nq{)rB1`b((TY$p_EgDp9CEmD)ObJ$DBYM#aa>dImz8k;=~tHz!S<*U#tL z)1A;laWp)t39mZSP@}?x3i=9jv|A{@2mKq(fB7i;u@sMTY8wHYpniXX=6%Yj)^(N4 zHGy$&W<(-X=l;=c(#d|9Ty#eYHDIwh>DwB>7`%GDAhx4Cq8wP3Tj>8*s$^?Me>lJj z_Y&N5#qI&V7s{Bqh6B|mSeh<|-sB6u7L&U2XOs-a4^_x`DMu~VSaMA6@%A|n6&gAo~MfJ(YlMJ42 zyjsZ*7JuSQem2jV0}+u-SZ1d%t+T(j8 zl@1*exB<5wra=Jq6lnpvn{uq&^2 zvGAhJDjqxzaD3R?YF^=h=Ksp{(ArQSHaMdqkLuk}2o;LgLI zB3}86M~yWN<;QxiRFesMRKXH7W*vGfM}{Kr6tH@ymx^8II|rIa8P-{8(ty?t} z-|`7iMEnHj@}XNWeZj=x#4!Om!;8Ck#~_=u`fdoENO~OwbvZS_zqeQjlBH?b%pf~8 zZ4K+jOdju&;4+lniODUqc%aaSf2dp(mb$UPK~{R%THW)_4_pgqTgu4|0=aVcwpHB1{| z{=Vsn&=plF?;w`lzrGBy*UeBC8)o|lE9w~z>iXpsijC(ADd($L1y=lkw+pbir$)om z$;v93#BP6vf1o^GGP`slm4A2Z%<=gRZbQ-ow>{X1V-X!3c$r9qdjrYwcHj zPr5Dj5r^we?){oWLRbCxLe3vFi5|jSK#4k;;I^&kSQ~glQl^4MqonU-3g6bsB2vj; zcXK(VZtbAS4@3&MBnwc@;%nQ;FjhMj9ljIzh-5zJb0(N$-$fYucJw5Bb4V-y&5_xn zA?9+q(MF_i>)%@Z)0tEpyMBCOin3tn9oJ4^iX zL5xgEoDie-vK<0^HdO;vd($tMTHsp0Dh|5EUfcR1gHOjc`wtSKV1~ons4;@RH=QXS zv?g86Rvzm5&ovsJiU{)ZO*Lt(Q)FkeM>RH{aU#yUO|0@9z)pW5LTw3HxV}>C;>fJh zJp;gU81l1k(|pAqFw8`7im*En?d8Wdlz-bMZQ|?uRs-L9G_iwkKE==P%Z$fUk!l=J zCVIH=huxN=_n(t~c9Ez4gP-#!i)I8oA50EEJ-Cr#K1m3?0!zcH`s<0 zVMQ69!E~*X=)8%ZZu=GRm7vd3wS*wqp2?P4XZM3u(DzIsy9iGScwVNvh`>baQ{&v6 zi=|nG%HF^g2k`ArzZZw1dF0x@ z2Z~g9xQNAWwd>bEVtv?ZfxWMOw)=@?oeDz#F2y)>>e+8`nkL63{K8N_|l6 zd^244TH9efagP8;J#p=p&E%WTKdqwE&t1$XRts4GQ|o8}p_tyF-#i0t5x-Qpk9wC~ zgZG`-=DEgWAOC0v3i{CFH&Hz#sjsMjCP3YXHF|utrC=M6Q#( z9Uf%}rwE8k8@ZK4++L&fbogB@iHp_gY3IebFiPCPFIJSze?RUzD*SLSrJMbg&Cg?BOvt(>{8MLzv!jzg z&7PGAz7QIl#DHy0~PE!3jGLFBhvDH2=_Rma#JNZUI@@J;2)!0uD zmr;oBXa4g;my0BYid?OA5+6Lp{Cgy1A~j!u3mVl$tFP7P=}7ks?k)GvySePzv+Lf6 zU8@K&aCV<0)V+-yvb1s8)pb?8(ZecyIuY#LfsC%XS!7z9eS5m|siWFqeN9`G!jE%b z$gM$7z53!+mE^;vR@@kM?`S0KKK-mkPtu&=XzHd1L^tVB5Ykz+v|bv_yk0LsNL6@n z-0owo?9y_y$1Pd8Tl{?dh2-YqWYQV)(n{|9keGLUef|*L9uKMj@FTyowelwd8(W-i z>ZEC&(iF8(od-U-S;ul*ko>o#hIP_W-_aW{24^p>!#_<>a|9eVg#vD7JVUx-Cz1D@ zROc5=<|ehnVczvrJLLQwS4|{cd_u~)Dnrjx)HpU?jkXJoeoHoLdN_JJSv84T8UqEZ@1?$^Sc3*zaFwIh^CA z4u-(>TwFf&Qa)$1laNB95{%kpWPU}TtO{j|{^N!V4!2(nJ)Ahb?xsPuWf!Q^?`T;9 zZi4agWdS+;=q|0|NF<8cZ1LdR?f;(Q=P`cv*bk_hAOjPCmN zwzv!y;2?Nm?;w#C-(s@@EHPJ#5;UbUW|_nj7fhD|Z|LvyU8`AoJ zvE4D9!FZ~;^7o4M#3eYlv^ahw>FV9&28O$3>h61K&vGAR3=f@Ht#-A?7JhlWwT13h z@p>%9dm9(#Z-&K^074NE5qB571^bm?pKpfOy*Jg6#f!>gFy2Gz zyVd~@$eqwsn_lIg>SE@XXW_WVpxs;x!nuA7Z2QyaC@1Gvo` zcESDhaDU2GcC_u2CJo4BwV)MFH=yb zcC1gF7rwR~@jVSFboc|C_hDEMZtsPJajTJAJxJtvIMu8)Zf5{~4>g<|dFYEp{%d6l z{x_f;^sAk;(Zc(L1+jdQ;4$++vE&V-%8cPgdAab?a9T=fVQ+$ctJ+z4q4s=2ip&1c9BU07^P*CFc$cXzv1S( z{rZAjYa_DNEzYKB$O{xeeli(^Qu{ST!tZrb0B*d68gy0P@%eMjZE)Na9I`QQ zd)*uE7{>of?;ZwuvYwrETSjmc8Mnn&p8qZ6+;E0B(EwPs7C1q-TewKO%`dPI;;Q_^ z#|K=U>-U_&flQU44bKVuu-ll9d+CI$rJ+@^&h#G zc2(Xeso+otH6I`QUT;yg<>by@V_sBf{=%5wO4xt8(=j?^n##iu9Ae-ycYXq`7&D5n2CelXDgSCw~DeOfc0f+}Q0`8{x zufPQ>?2h0h^$6ma5&5(ADqV`<#&e@cEvVx)Y5+)0R;&uP#rvD(Q*0&@$+A%osR{1_97?Lf z^Fz=}d)_Ndd+Wnf4Wx%3W4&s_>lyQMC2rg$*mE8h+5pBu#7nLfH-ogvJ_SXQfm^`4M(P4bUTRCCeCDJzO!Qh+c15-0#F@5&p2Mu;3BZ_#%i)5GWJ%e^|y(>*CT8gG5| zZV(MAtbKon*h4`FmH$)tr6B&Y@Bu&ufdEd?#=PzSSz&4{`;S034%sRE1fb#Q;ok0l zvA>V7+BZ>?0Ae8Nw>gSh6i&z?re>Ua@5}4NzSJj`07BlA{-5X;5}ltD8>=&N_$Ojh zy$Bcd0X6EftN56^#B?b7>v2ZuZ%Ejm$RL*XoeWS(-F*B{Hb-;kU%TFB_5@pI;`tIm zj&F{<3v#ksCwofHm9}lo?16lJmTf5E_Fv0wefE<-6Fcm3*Ce(Gr1iBT|S; z^ffi=RBGIC3w6Y&`%o z$E>!*1wD%%aL0hp%Ee@?x%hi$WjH-T-A#co&Xg*?PAYHCyFO#-WWw1rJJ4m0^FQMJ zp6bp9k4&%Ann~k@4zQ??@m|A`_!Th)(A`26?XsDLrghVa-cv!BX;TmWUL>sH4V?lB@;5B#Q;yR|~TNJgCynD(Y-rrjCphW$sTOuHuMK=qD) zw|bXhNj&_y86IL@Z}Ybb+oPK$6PJlEm^@XR#E@4qP>){y>!=|$lAWp z!T&nHo!MHEG{|)ByC_2-d`G(>*-Ml9^PEFaI*z?IoALyz(H;Yp*A}?D@RX86#@yUuhcYL3cM)N>n*XIdSA-Uc37(W%7s_6t?s zrX*EkJMD-6&5sM--8n2u`tE&fSeXhAuA62SI{YFdq#=9qAtg14TIgagFZM3Z~8x1Fdgh3 zJ97nEeatZ}ifyzGy4!&cgz*OIUYujt3o4;rGlo;vpdohvc}i?j9VsO=r$5f_mn$upor-U4?HeT+qJnFIk^DIV@z&}>Q{<}lQmV8vGcV`( zrNj4Oc{6P%6;3OBtu-cCQ#I2;CoceUxE&nM(?$YBIPpL`q6d|H%jg>aY2LXOD^@~4 zW#m=3-~ofFFT)=;ltY>)`j@CNlYG)y%r zUmZ=C&6a~^ThFT;w$vAfN;%^djL8#0{8V0c;xWP^WOnJH6-;$aQC0`b)3fE})oejO zm6bI!@4qbwmNz&lJ@yXBLhUMao$N(K)aDRWtsGSSh-^VD)4`o3WA{4x(3(R-tHGL@ zPw4`-(?d|J-x`@p3Yn+L4e5F7X_{3>!W9i$S=QWDHO*JPp4GoRs|mg83BBGo&9+Ka zIE)`oJ4`dAc%AqjObfljQJKIDt`yn&YuiugyXsN@ID3Q^=O0j$tk+S3RixS<~Ae+mTmI}?^ zyxJ@dOeUoA1H@*1*&;KQ#6J?+b;i9_;!$> z{nDE_(8)@Ph(au_Y&2aQZGD!r#9ps`ACef8uHSfiptWJLqG9s(v&8m`H!?KErC(qE zQmR~KJy;kzSST&I@WLWaUVA>=-ovpXnd5qkWltZkoVC?9)-LI*D4Mi2tF{(o=TsUa zFXapys^VfTDjS=})E8zA|GIneaNftaGQYigZ-jn71G}K#3JRO8=88)aOG`tY$muDK z_8dd?u_;0*I9L0)idSi=H7N>K-&mSQ+}nN{q4}ODlS8bfH9BMWt~}i%UO)_CX&Vyv zj+nhN*S0q|D>c3N(nBr^@#(GjP2!Ckr)vyZE|&8(GNlKJ$Mc+Wh{65Za;cvjI7c6p zr@T*r@$M_JL=LS|dI9|Eu4Db*nQuctJ6bEY*|6bqM|+?8vO#cft%tWh;Lw0gwZ zIbI2Z8m*&KenwX2ACxZWs#RAi#VsnFvTeINY-BwBM%nJ-YumY_DnB|TJ(F+mxO%@L zs@1UA-|*qc19Xj_`CX+`R-a>LC6kTaVF!$p*3uL-O#G!`PqIr2^)4nHtoF$kK@i?5 zneLpmJ^e%?Z!-ZnV(@HEZc=2V!_ZX&DWzmVJWEvN$3crM9+5^|Jg}3$HEdLa$Joe(t)ggGMEz;$A zLEX)1i-#e((lGyc4n|4JFn3l?bNEIP&Q32Zv(=I%g`YLk*#Q1x#C?y=Bli+~Zg*B{ zwr4hVZ|LIRpAY|D{rkrS4`bVRVLx4;ud2*>)%`tfOj0*_`&q3*Rqe~!g=g7uajl^a6g$G>VmN3rRJ2(+5ullB)BEFeF*0>@b^7pBg_J$?Tyi4)!hy{nrec!H% z%e>g}OV6adFvQ;Fm-rncC;L3giSG^8E>XivcmJBHxQ;k~&bVg5wj?lqu(}9wel^pH z=&)bse$*}f-c$FhSzh00e|@z+p#Rs{eB+z&D?d}a&diQM4?C(Z%d-8jsAZO!fcz+9*@D|D8@3wO|~2 zKg#~N!3V6h#nfgO1}&$N3t`W?qSWq-^`2Q{Q2th%+-LW_!>?_#7Y5ThTJoQt?mMji z*ZK5Xp9iH~!fH>iEdg)bQv1U7eeajHac#*pMNMthz2MaSlYxvI3(n8U)QFuv-S>7A z&QH2H6GN`w`aXjM%p0`CUz6?$&hVXVp1an;&k z)!HM5aekI{`o#C5sE~mCu~gf7oiD#FT{U_Mx5F8-?eOL0cd{WfQPUltCi2~UUhrC1 z=1aN;5F#)5e5*uHRo~=nHaOK^UzjjZ`KGasWh3-#N7OZrLF3BAH2e`^q#;#zC6M8B zeL=$R)RNubU#)>(=={-I;5QWhB-bF@I~9jt2~B$|F8E-K(C6fw>eV`=nDJGkVsns6 z2Z9Pfj37>$u1#dxlr;Ms-1z=+gE8p+Gp>(V2*v!q6*=Q4R!*xT)0ExVUw%}e&Mevx zcUq^jdh{Nowno>=d^(`-$>J&E$hD2mppa9yZ3{=D*PRv&2TaC$DHrC zz8ma0>*&3fpL+k(vw)h97k=$wa4UC5mURDGKO^$3;l9bkzif%ud3#Oy3;mObqeGXSNz;Fthe@4x`tTA@4Q2~c0W5= z27&Ufr*DU}DSZok;uk)b7mo1}Z6QJZ+H+efOZ}XN*oMCz?-hl#ge|+%7VtY-8?aAV zb0>xP871a1-yp~sA%@<7K&M#_L~@CsGMlbF=zR>;tj#*fYP48s^Zm#;uO*3K^}g*~ z%}5vtAL6pM!6!?NQm{!1TA{~Ox$O8dEG2)SKWl7}K<)KXzl?0p_D_-fX?A`<>gdgW_H%GCqp)pvxsVac`Q~^GXIFmZNk} zpbWzRlk+R*4BUnc+`6|?pwgOS<2Ss{l(irQZ$T22>x$HX>5+$+MpW#v>;#!G7AI5}Ml(kt&RWVZwBFo)W|7%ZTqDAkE?POv{B3@LE=aNCqo4$sI%o+d zufM-roHu(D6wmRUztuoxLTHPVSE*g_{~5JoM^;i(!OkN%gt|Yd8wG+^=x9?WkQ#Mw zOIHmYf~l#EZHzC!eebFWDCicQF zhh!MK{vgn&&II}IH%d?Nj(q=4q~)ig_ta7R#fS5 zDe2iROivm$QRXTeirW&VCqbw*P%j7t1@&(G!=0RL zG=17V9Vh^YP<=u0w&1d=FcQxI1by04H*WNPV&}YtWQzvg3hMq^$mp(W*~@yW4?_z)FVVK-VQR^E5nNm zVt)ZM-$^bzSVzZW*6AP}lz5{1N*hi)3i` z5}dj{V*LlZ(X{F~NNf-k7j*XYe!)euNOuxLdM`-F6yyy+pTHkqnD?gks)4E;L1I;) z>vrJ%*ZCsQf{XkufF|omfQt~3=K_bTMqXnVGv#v2l+uXMlNezqFR{1P=%3in%~)cZSJK6v7*I~|^R7c< z1CMlV*N#K1xLxSFqOc9;s(&16x#pyJs+p7?`{Pj2#}Z`|-EvcDUTsHXIfUjVIzpjI z-mMUWY|H$%O^~jXBa+D@AGi{{4X1#cMZ)7m-zHqSSuPSqJ5_EFLZ%C=ji2*Jk7g`s znpfV2UK`W%-~Vq00c6mlJJRgZN@Vj$uQYqrPq<%Um+*<8oz=Dvf$H3xyT)U8g@wO} zb_ZKwU6?KKk(+zca0gh8S3ngORi%QeT9guK5nL=igR`ecm330`{Z6vF2X&(Kpg#eS zhQW_#eQUxKJklCZ48Sv<)!_KDUv#~K>BV8ys`1Ct_`Z#97XD)sz(RL8i5s+MlsjNE zi?zkGrOI}ct%^gt1cj|q!GJwSXcK2 zLHm>Po=3{*;YPuv{U`nRUx(Igw2X>O)vK7~d^ z6rEf~=|VWZ!x=6^5SJm`zv+Jr05Xqr*bR^y$(+D_hS!W*lqVrUdOh$AuoO}Qg-L`| z6Usyl=9mJsz4~nvJfU1Q^|~arj-)z%mJ=b#!)+c_tkjkOO*s2Wg%Z(B0Y9QAMdmsRyJB@P zA6TF=WhYgpLwe9YK@y%qFO{8&lF;=b%M0!f(MM06h^T(VB@}W>jOgZJxTHC#SgT+s ze>}Gh3Ad%!gdrgB$w9&pC$;S(%=_nmnhFHZ4!8O=x7ANa#pJY`9uAD^^V1u_rIjNk zRZB?1TNgIi`5fpbNp8^}<_`j-#cg)t@_NZ z6kz`20pt%Da$SUhRdENS9^?W{rn2>Wcet-EI`Ss2yUzlhBg#QPT~Opxp)ocno4gEc zhSvlgOnYUj4Ck*c&*d?tH&2e>=e3326ZA$En*>D7ylxNmQ=SF|1wo;0(y(MVJ*5*) z`_DKnKeSKOKbkYP+ZlbvY3ZSTh5k{=vE71lsf=*L?>1?syO#ga{7m=HnX!CX7!4zo z;G~0Eu)+d|C**dKzfZLuJkgHp!WIliq{sDwe=ztz!)Aw!cW0ae(4~l7I%>+jfXM## z;|w|=89fNC(xAvSa-&{fMu9KuERE{S+nX`ICBAjvz;S8e| zQun#3$Sa66EOa(AEv3yS%?w(bedwTJBfmMVSe1YME`^5Tx*0?{RbWG$YH%hM(fuz? zt#|=s8E8~vboVY*dNBq8kscf`!xFlgJ-~J_u1Dr6mjAf?kcK~#kF+?}9`REzCEMv$ z$jMa?5jE8Wrhv~8yej@eCFKG}=o)0VzYIAen2oIj|CfQk+pa7pg8FX5J5UMUJ}W@H zp!~MOkXCXyYl2CI+`tDrnN8kqC;z&ZZI{*VI)o8q2kKQ{1m8Z_9jF%+*@1KTH3Kra zrq3O|4nFqg9r=t&vG~);(?=X9VBEO*Dnsm)x4Yh57CLQhV}IG`tF-KK5r#m?o| z9{HEc3NPfOm5L6r1S12io2V6`2R15o2%OS$PK`KWmojpL)^ncZicg7oT`}_UoHb3^Zh$}(Xt`cwIx1!lD{|QvA{(}CP@$ip z(WqK&k2Rvz?5HKX#z!L!aNf2WY`>+pYKdUxo{oeOVd>45oZH;9`XPv_YLJJx{ zPu%AFAS+3EUQO=QeovNl4@9{^9>TbU=3&|7=z&iK-Nr%<$%f0n8v`cES+1cf4K6wi z{<0d;DV0tKh`L$P+;wuSR($5_uhKer9jSecDfL&sD(e*%2@RtCJJ4K$bL?Hp1p2d| z#1Pwm*x{%cPMu|y1S7KT#aplzPXy;N1jcYJD1d`^NHD5CGo7V9?krS>fqb`l6}yVR z>13AJ=KSlLrCh8oFK{0?NSCB;s1EKTCmv4S8e-6mWWGw~c6D$r=vS9n={HI7dp9$9 zS|O=m$MIVN^G4Q9izDED~rm7IbTU++}HxWp3tx|1fwblFTsmoT0#^TeKPKx$La|)6bRh>98RWa_nRT&3dXQqZMx98cY!8XF0PB{%Z2aZw?z@+W04t+_#PjWWS0JKvCTSv#29}X*b;kCUe_HF@B3HjC>@jKD_|ulf%A9n52AD27v6KQYe&tc>@av2P-^c^D+DXIv`1zX2nmVkOU3>O+`KQ@h z%LsCDv}!Ka;-J9;7}tr`aiY54kE73qaoGZ~>an`ai%tm(mOCViYPisJg6m(W25CH3 z;14rWTHx$*5-ROY@`6Dbp$EKga8)NC;$9d@%Ik)mqPFICtOimI4h!W4Tb| za;7x|YjH)t8wY-@3X)AEm0`HrUXFXxDg*Q5%z`yOUYu}|7r(<6Cz6u2n~q3(l!^+> zh1NQ?71dA^@;npydw7RE|THbCsV159T_2dmJ;?wwGH*WDS%#9~-Mitw%ZtW>?V z%;BKAa6@7+5B9Zul%;k0&_|dqM{dLTbPS}X2DrnekOM8Z8Qaa zr+4zMT=?~Tz|)lzT(c>CwN*aAqkudrKV&m5B3PbkiV=@j*bGRQ zlJ_HuB8LJ?I`AkM>+&n(cFogz*CU7W0AN3nhs!L#g1X`QLYPtsO@upJXZ99-iR~?7 z0v@exD-#MrMjz_6d{V=efI~XOcjS(owSNSW=5;NS(OmS;e`qk+32Ls#t4C$wXba~gWraD4i5>U0j_wW?wNfYjAd`JU+yqr>0e$K@AqE@6b zmtOgh?Ne%SKCtPACN5EY_Zw(~_2BFCG;dY9_xZ6qo`S%I5}16fVgo|hHMN3P%wU}> zomvn{UsbCyz5PQ{US(>B>84&y z_LUcAZI}AWw-fhKomlC*Ov73PnnZpS=YM=o%KV+O}*Wgs)dfabDYC6&hGW)q*iu-JFQrk+thbBJM+R+ zvKpZ-2ao8~aq{NwZ?Bja+xAm$D%JC~2thmzjM%Mrsk_1=Pv=ICMg-onmc_NQxMLd_ zl&pt2Wv~MKfpSmyl9#1$%v(@#x%8Ye9tP(}$B`I~CnmOB1&s&GPGpyuZ`29{xkfcR4f+$Z)HPBlvPT4s9BYhrW6oz+&Ib;Po`P`33o zirVUS;vQ>ZT!Qm>iubzzwlkr8JgIel3N|;eljiHe;_K{(XY?r0Q)a>jIwNH|EMgghdZi`PfCo^UOc@k}{Jk4We551@IN)oqu8w6e@4zi2G>?rN zv~QP(k62AEno|2Q_(o(vb*6)_Cx7S(RI^mMmsVDIhWBzFwklVR?U`0?-MHb%-Uy)U z|J4(OI+V_+!tNB|Np%t+bZCwqbO@C0$h^aCVgX8_oh+aRa1S+8S1i!kPxT&|vUb0~ z-OzmFFX6T>!4)L-A3!R;euRnDcUXXC8w0HTGtFya#@4uz!i3K!-gaE{p*+P9tTPg< z!U@e&^J!$`gEw*CMOK8ZX4JEbmY&lZ>zvx4yh>~B!aYF^>WCUEWgTHRauW1ftx^oJ?yJIW9N#iM#KoZsz#qQiBnfI5!=4^YI1V|Ab|nn=AL zT3rWDXR0o?AA5L`ilYdg(v!Zy^Y@g+iXx9FE2=>BoCv;5Oq5S|n z>+)ml(RbyF(d?ZEmoE{YXLZ7f#&)Zh(ycuCl!<0UPFO~)zEFU%b8w*8C~5Z zXi*6!wL+&UicpR|`_Uum%#|K?Ry*5E3*{>M$XPHsb*(^Kvc@jODK7)gdrbV>p*4CM z-?73ZMol!LgItSR>Kc7d>XLov(bL%f0~VWeR(W5$+L0@5ep4C{XE$yj27e)A47Fa} z7Ad^^UW^ro^rf$g(5|+W^C2ZPORx+v1g}n^ka3UcI)aj?n?nMCAO?*!5}*WkmL}E& z3C02e0x+e_{*(dy5{_R%K?jbP?&J$N{Hpct52Up!bc5Z$awpP=q7lfi3T14aS{Y3z zNe)ol3{67Zj&Fm5{5gs0kdW|!nCy~(jXzECdR$w0&_iw}g%prpt@ zA`i{8cKvVPkG!uYyi!&RNcr{l`x8Pj6_Cm=z>fD&amGX{;}%dNIIn7+xEV`o3kDkRb$cW;5CVaVLY&pG zIeKwLK#e~pr3sd;;{I6VA!}Veti<*g57rYlxOSw#hVLa2HN`+)RnEd>;U{#Zcx?&H zTzUSSXH5T^AvW;^5N9 zFHQsgt9#_w#EEWZ;0~pn8|5$6tR_B5VD}QJQ}Nu9)lAE8c;?S;WQE|`J{THyjLw&R z{G={P;yM>KHc<*EyVaLl=mIes9?Xb5_SjY9Dm+zpWW||pUHvLWaQl!pZZ>^#E2}o>mbiL1bf00$+S|s6!!fqy zI3%HL+fEI6KfxpQ7cWWfxTQQ%CcbPh%&Qi-e5-b^0g;?v=W&J4vL2M2BY%reX$JUl zBuVw+Y0lJJRwx(nfO?M`5?%*7oM`m4+Lcivk2P_s;P{VA|h@tl&h3979nHw3*$IF?)r|` zj3grC?c()B3`&Pq7gfskDK1-0+aRjnF`)CeH!N;g>1;Tig2_X0>>V6?{aHo^5F!@cOgFDq5kt&<@9AQbZsy)7-r0e|Bj{dgsW0F8p zBC0nM2t})ze+%Gtg`mw1JK?h;%hR*^!1Xnm!cRE0V+Drk1XmkxTZfb^fTmEihhFodVVXT(Q@*K*%Cq%sX z1utJdc5wF%u?;r4rrXeA@$%$ktqvqA)6rQDGFI{^^2&nch0u@P;T;PiKTZ&I2@7L+ zhXgul@(rED?H4XArvpLeL}eKV3Z#B zP0ybAMDDyX^ocT^bdpf*!Y3RJ=^5*q3Ru1dWl$RYCWP2>0>hv}l7to>@>l?vKmxL0 z6gqD7s9a{-@K*t&CtD|)KieqrIyT9dka9BVah}~RogzN#g95qHA_2=gM#Onw1W#05 z*qea&04gVWN7dHxjWNy3i$t%B!?>1zL5LLv{L zs{Og0^>1r%W5u8Y=O%^_=KUHZBM`AW!D*)`vq*G!UQw+vf-6bt#{H$Hdov3|bvxqsN(Mmk@iZ~E=1 z959MfDTD;;qUCWaecX$1xgBM@{K%NJ;-w$>vyU1kL&N1jWxGgZzBI8d;hCBK;vUvx zFiM%o`bqO;T{Po~(8@b*2EJcgb?^9z?hKvLZ~sY|S?en9nV$s@qL z$v9AR@lxV|jgA3d#(MpuViWq4+ks(U-yt3rn}psD94CE!C*Utftq(+<`?^)!adTH@ z6sCEzsoT-t*6ZivP3V7gA)fuqic)~*3wJ;VAR*Xk5BU`k3^Ul2YU+r7aNL?Ym}{`d zlkZTQz}b`dm$#7VgSnt9>1nwToHc)01t;00?Bz$u;1bO49ir&5{{H!JGHZS)B-p>z zpvl97FXjgF{hEHWhm4yRtUfo_K;DxNV+0g9taagkv3^2N=HiU3`3ozM5#QV=)=U)( zD-s?}h%Xi=a3(SbOsuKr05x=aEKcYPRO}5x?xFtv{6I2ld?+ZG)M9|n4~#&KcLxRI zJAP^=bZm0|Ee3iXGH|Uw9kia955(UE%6!JV`+|i(_Ok~LM7L*@9av0UC8?TEw%eV( zfXGQ9+;fYO|G*JTy}i+oR(@d2#voz zT&|)jZ%>&O49wTDkP9y20b>ZbS@ZYYc1SL!ie*{s=`7~qcw*#y35U~#JS>loEb|wb zzI-GGe+Oo2<0$=J09aK7L6B@gI}o6KFZ)t-i0259LyB@h$QcZ!uQ8Dh8sa@{(KJ{{ zKXV^2yS%@wVue)fk)P(HJJ~KII*<~zEpDl) z^b@76+*tfo!OrnOYYK#QRet^)5(^e)RB=%2|z}!o`iP60B)g292gA=$4$ly=YiPV#$4t>}N(n=Jf5i z47eX4NaK|>h)=b^pviVUgqX?ii5@gvOlE-)_9o^O z<^!R*dH*{y%&3Qrw9Ek_3Mb+#vUT1OXyu>KaQ4Ma=Bv_!$8LV_fure?OjlL+u)mav z+KW9@?*@ZIlFFgM6uSr0_ZlUOndX7y?=me_>cBnogrgyXf8!kC6yT98rrH%Pq1@$I zPjR`3v|JGI4}9j*4Ig5^wK7t8hCRC{Ls$K|qKokj4fl1zU&q(giGA9PF(fGc_)bJs zZ#ylAVV~n;ogLNATWwv^F>m;qns9(=#mA#JuAO&-s$#ugH^D8Wh*R{qyIff?{c82a ziwC@<8;VuOldR+gCH>!Jm8nuDk?=IHnjuTp#afm0IF0>q7=oC`<~_?;%OFAhC5R8G zYN#NL975Z=N#J>P^D`Z^=Jur5-hfw|S$g}oRD;sy9kJh0siImZCMOqI?!$4xh_{4c zKBz%O80JrR&nbUf?P2b02*|Q<3idjq_w^wBC$TUy&1m(_D`r##8{H1`(q6^JgwSMl znF7H*>jC(UI)8sZxGq_-Tx)puN&Fj>KkIueem+p4Q;%c4@0*$5I7T$ zum%18a09z1nKbS9onmd}B+MNbRd=D!baioZNa0tr4L#)=qn1+ZpsD%vl-w~HmB4iR z?SWP;H7;xbDb2YozEKCnlu^}m&w4>!uhjJiQeGc+NSW)nEpp}8hrG-t zOI`6o#)BpARasvng921?RxQ(+)(71ou9O3NY8=SF`W{4)ae%{AQXu%KE##=}Od~I| zr!%uv!-Q*I6;qoLebb-XPQt{{_aXrbopc#q{6$qMx0 z^a5pAM$if(p^BK{W)3gj7+&07!WQJqx1M=Z3b@&7NJkl=j4;Y+R6+J&Pl1j}j|{11 z)8ADOcHwPE-LgdUXA`Og%8b}4L5xx~3a1PKwhusO6~SG}^*aM5T0{4R9;q=O?12yu zVChTU83PO04?k>yRb27>6h7=khhB@j7JM!l_zKfy7PjmXd~jR+VxaT3@ml^J6%KJO ziQnr*KDkT2xV=IZs$2mD4udRf_~k3af}K3ca7ePMWwb-{gNl<`0}h1o_#QY9ZJoCaho7q5)iP+a8lzp zm|L{YKDK9CQNntnMxWtb)^ox9s#_HG?-SG;j2BJn{l3%SwS1`d<$9C()TM5A*A-2G z(Y8$k9t|RDBXreuWpr7MSsjg8(JB7Fm?Tt-2!6VrJ)R^lQMRi$ zK_Ty}z_D5tih~K~5lT3magAJ7S|O)#RZe66N`oklpF#05xcXXyVW-pAXY0ZJBRJo{?Dx4HT;qrv+@2s zYxf&Wy#E(#UTGX(nNO+o>s_6yH@bJ{>j~ghnuU}>Kl;0OJKrhoW{$We1Mw;ix~i1o zaH5i(R^4Z=LGBJg?LHzIbmzAh9UQL_ zvzlsO67efjLasy<5*40!*HPx-&i7C_`ChmlI_g}N-8%z3WPO?m5tG?oWk)VB6^jq( zV<%jM)IdEp{cjy+urOgUu88 zysO3L=*ah-YGnxaxryEH8m|!Vt{!(?i(rkYDGdOmu$9V1%ddT;-uAHv*6b=emE@_n zvK)qUWbA`47W}5ZI;|EH?=>PPWs~$VE@_)IKvfv2!+h=rbc(Q4I$tWIh#9dp$F=Gr=WV4Xgk*c z>YXR`&I9QmX7@Ae^yp`>=x0E>N!m6+Ew96yUWaSnQslOQiC0=%rVN^=4EC2#c|DJr zBz4Spznd6(Hvyyok#5f~?kAMJ#K6*2H>qvzQ543nOjb<%+O7$(Q09UfeHDrxT5{td z<3aP-jISGSs2;XpA_uZ^Qp`=64=hR*5kdIG0`J4v%?t4|p z`%e_@C3G8((tq_SKB-V%E}TYY2~R95Tk5>3)dXm<_M+@wx$rnL>l0^r;OPILg>rJ? z(PY*W&hm+)Nu%LXbmgN-I@_d#gw5@Y_oL?*xe;M@sO!o}y($8AbOG(ELSRY3?dJbT zGq9rE)%F;S`@o@1$8zLk3wPv&%%3QU{>@Zx)n0kP{kqbV3)~1#IbKgyfaYdt&oF>h zmN@~2+(fe?Q>Y!UEG=Z2q5aE9Wj@_pSICHhMMMPNNDN;q0V9Zm9&8eiZtl9gU zkBaJ`%FZrrZMcP%y1J&X?&7)qUtzS%h`-(rr!s3*=B4N%P8s%5>8w4F_(>1ojN!=; z%45{wP69UReEJwjyCx*+&MK=`R8&f?wzgP|Nam*?v2=JNvL?x23TVHRI`Wn+1?+`= z@LH-fOFqPt(I%PyZDJU`ELrPR@(4De(SJW|@xha!#IjpwIdXc{KUL;%UGm*8fT$bZ zw0Oqo^LLPx4uqU#;KVPbgJVGdv$6HUDQbTz_zaV?JLA?9+vA@~x7)fNd;)R12WJ~C z+f2CK<03=|h2JWHc75mQSAzNX?jn8i>;A@UI?K`R)sYf%HoZ9qN~PQXV_?HJBS0;1 zZSQ*l{JNwNiF`2naSK>VhtXJf?@%?s;I2An-t0C6q~Lv<-CLP4kkVm!W7a3jH}xBD zZORyBxAA@P_B{>k#HcYVlr7J@BRv=U@;YFP$K&Mu^V=R%OPR^aYS1>^L^bPG-vJhh7n97Zaj0iEVl6M-Xm2 zhrb^X7~!6YSad@%G(8@;u@&Nj3Djj@)f}#{KomDTKE1l9umW-{ONQwTY^Qim6%$;o zJM`Yb=)7p78646Sj1bnXak68Ud;26x@jdqRSok6$(H z&}of(j%-al*^HK?RAcF~2H)GCal`hl$$X|Yy5x}zhUANO$jR%#2`yin$go%}umsxR z4pU`>lu_cqfXpj-k8Yz>EpXYgb6QUUFNGWhf6$FJa1S5DHL3b^^?aUK(ja}Q*&m2; zmT{pzogog#Y4Oztd>bI2*~jAK>dwAg5(aE%_}MBAk_nN3nP~MOxvW|lFPd*(wR|v0 z&h&(^Huh#V*hT4wR}{PE^ql^}`k85L(m+7Sb*Drcn7@2YO9VJJfq3^|aOJFY{F9R? z8C@P<8CD0*Zb;V~s%qId-7%TxahTwC&`npv*Y`cCzn1J` z2^Z=E{IST$y`Qe_)q^Dn^oo$&4w|UNFiXnK|Fw*veQm>IP|*d`YZc@s4AWrx3L4a3 zWJt1`#ARH}dPTOtl1-4x$YD1{x9_+!nb=O0g=m2A?>)}d${dZ1Oi=tGcH{4iDE}14 zEi(5{0SMs#r2jGhH~7CL|6lxnO=;{Nj=BDKl8ret!k?qTt^u#?^S>0co#mK*PrNLl zyu`Y)D|dh9hxX{76Tav1yWP`7G9m1xGcNlx_xgUMaT2bUoW3TLC##FLqyaz=@78Y_O+!w3F zH=>B;DF(|hnR+>!MZ8{fG2(1y+95oySc(5w=2ey9?ksij2=YS z%R19I`R96l5;JE0qKM!SA=Rct3ef@t0@GWbo0`As`^3sFH-9_av7fF@Ea&a(_Xjqa zVVu_+#u0p-Caahac-IdFLi6(Rzyh3v55aGM>g#pj`Bmfv)UxmpPkd)%rDKcMe-Fw_(fC=5$@;MWfj~5@H$0VAc_pi{RZuzOmc0e$9|f( z8vWk8x{#9v|LoSwP@Ko3${9n%Ji4VTNFa#sm$8Ldw(ssp_uyWaWL^;G;bycW))-*9%*~HrVmz+PP8$RB`LF!=9fgMF8E}b0^wP(>5RVdvUk$*P)c!W(_4fZOFC} zr$~I?kVob{QV3nNQh8o4TfVE!;seWHR=#=#??ZZn*E+4sb45O1^-3$X4hPmLpE*|( zecvfocDikOTYnh+pU>pZl&6)75_e$xB<|QARSlOtq8eT}#gdYW_JltiKK{QQU!Grss)D6v?xh3h?a(xyISd`h{bSS zU_DBR?*c~aAt)vl+}k#`J#NTb(*4Hw5g8%rPVPpKoKEO&FCLgIgvD>C&3yU{L3__& z+PO|-z{JDH1TUuAMQKrzbvLS8e(3VIYi%8ewPwWL$9~o6A+xA9xUe3atsxxJ2dpW_ z4u8ISSKId_=k-iwDBKguoes$;aTx;H))A=ayKPwLTR+0)*;Y)OBU`>Hr_aq`!&YSm zq|9R&E>F=lVMSAIVj-S+s5Y*XGd~tWlStEoY?{*0+GgkBDb&!=JDRkqnIH^fyca!= z{aQP;(fwowTeMm}7Ul33U42Gw>aN|2mrzt=7JAkYs4Y=c&AqqN{6ewEjn(q;DE3?Q z@|n#R*cs|T|AZJ50~^$jm%(-|z`j)VY!r1(-jecMXg`Oha9jo=a2C4lBV1xpSGD^% zhC0XuT>*pl@Lvz=38GN5cWH6aoi4ewlEI@#GoUH*2oLuHG6JI~PxU8&hS@9!w#L+u zWoClX>m#BYAguER)460RC^t>Shc2dokTBD00a`E!pF8sKIUe z4y15NB^c8@#u~`y=wa@d#SK!wUj~1YqrW%^>5qY4`T&=Bt}EYlJV?cZ9b7)T`78lJ z!gD}38ly{Xag(CRi`7sOd&FF_(XxoAC@ECoq}Ig-!KPMFo796DzQ-QhJV)6l9_TG* zcp=DqaoxfnOSTW^fRkR0Q2FQSV&v^hT7^!qOM;+VAbBaiK0c}&#BKX1Xw?@nM{$E( zbjmF;R~J?A10T_(UP|0?3$!n{%N>EJ_Olc7WMTHxPjBA(AQe|LU%M~ij}>ZT6ZwI4s>7c7_kI1h-}~pWIN>N&!n^y|DHrB? zWk*!4^0-p2RyX$5OuYX4|6%Mc!=j41_u*k+XaUU- z2}$X0L{dONns?OaSJ(f`d$DGnwaz}XgMIE5drl}51aL6= z?UX7RzR2L=l~}xW(6=Ghjf>_jv3O&zZ$&(x9nD)~aZc4A;mL8|a=HYMkm}>LXt-56 zE>??n14va+&3H|NJn0)SiM6O8Z(Dj!u`ISF-U2c;2>VLBqHje))O9HnP1&ED?TiC^ z@xlR#$@k=TyHig%-!Ee;HNJU2L6G~%~QQwT> zNK#RVs|2XzoL!dAVyS&jiM6%n3TxnYIS!XIBH#h!H_#8l32n5o`2!G|!2%G2JUvg*--fy)*DK$ zue}8G)xREcV*ids5zc1|zLG0&NjtFU42x-4OwOGymjzqDtk7S$(QEJo?G zF$UZEM^cGg@Tl!^t+lkI4l8|||5q9Lr@+1hD~S_6e;X+o zKisZbhYgll-NmH!j)A5NBNVJw{W{itSHF81V~lrpTop=rc7XW_mY>vE-CUM8%@lrB z3mJY32qVzNK@Ud=OKfDw+85~%VTc{fsNtk@k{Kb^Xp+lFd?0E)6#@8~g9y=v^aXU^ zDx+%<0)GoPjYLUv%W~is=-}x;ANFI_$oxW=lmR_v_B9%X1uJj8urL|S>c>qgImsA7 zG&MYs1avk4F$i8@h6!szR-wu{Af23DjIjZCy0la2%{SVSq9>ZiwTXhsgXgs=F-E3~VoY9svevc)e;k)esBBi2BuW<-jHR)vve zQ8y%|Qc~j#(Zwox!Jn=(Qk&1e(VmS><1Hh8^TL2e2|unYUWIw+ga^Q01K<-EaG)C9 zC`O*d3Y*Q)hnqf7NR&v7!yQJLh}2LlXFl?>dgt0cb2F<5X~z@*j#?*A5a5U7c|6uN zVAZ4?`9zuYFdyHUP%ZpK{S?d~o?RkQaTzp75o?bCS5J*1l3J!a2sAadG!PG@VyqPz zIo;Z0H;7q@{EZRRn|yF5)dt)0_XJV>{ZJr;dC0yHNdukTgFy26@>|`gsGW2#53Gu_=&iF(5yV}H~3 zZOFuVGGJyn&csvW!F%drIg{eSGbPgYrFJW+eCyyyht4!JtAtx42xK5$%|_%O0|e~m zpLx63F5LWTuf^PwNiDIeAuFIwRWb6gqigJ7jI$;kJ(k>1AwL~I-ZGW7j)vl}Wh!l| z1fTSRa;-pTk;>K;I3$O=4Z8FM?y^%jJ=Z|_sdx!ae_BWjH8C3&p;P-6fJCHjx>W|wo1qpDHL*~v(#g~cx=#c+?hiF?d}47wn7w9E?clSB68ebI>U(96 zEAb`IhqajVQQoIQT(TvtxxxO9QAoO>$S5(x@#Z>>g7KKTcwr~Z zOLob-<~oqXC_9}-zc*GEvJF+{EH%i3@C8${$3b{Wb_8DCsL7G!ova7L(n+XD)s;!e z=#m0O&9zC$r4qDfGE7q6+~pTjiuy^S^`=X{3h4C#eAmIhOFs<%@|NkZ>5o7H`>!Vr zqia}L!D|pb4EE3@%L;YAUfZ%>E!sap7Ljl}`b@(lDI+5FLgMr+Tu>f1G7gD)1)=Ns zQW}zl_+e}MXca^@Zv3+?jTr7!A7ARTXhA)`qPHBBIB2d$%s>|-AB3C^SZe|nkded) z@-~_?0STlPNEmJ`g4$iQ>Bgbk{H%lk!XQX!9{q|YkE`UkN$ z!Z3-CzyaxM)@kgpQs`ov7{`~YaMk#^&rK*YX!1w8vbe?omwm?7)c7>JSP4fd$>5-~ z0v{6xL}%F?_lZdEWkPLV3p|}@`}VR6n12WnXTFW<7Q4aMu@V2e5c7ag85=G5-fH(Q z1@_tOg3Uvp;8ZS?Ek?h&EP^J$NhNeah3THEJ1r6P_F0t#5Hy)US#JO#jX&gvmu^I+PpauGvX)$GXhi)$M!{qKEOJYz0aumii)8f z`v5SskLnRtEK2&tS6*~(k#F{E%F2upvoVsP;gE^3=m-$;`F>E` z3d4gkDfY?4{N!O=Z3NcT5>;zbeti?duOrior^AIg)LR5_Z`C-l!kr^Nb z9uR?LxV>vphx+K{&aLxh>7O@$FuGEv=q2-6u=tQ9L7qxlJ~)sFMx;rJ{%4Mh?LIyz&Un2a034(*KOB)fVikBFX<@OFF+foQq*o@Q3AS&6+ zr9L1LDPid66+K4(6-AgaOPgv|F#$l#8fro|UhKbw z|G$KPvM=%CR?;QWJ47a6KBBj8w3`=kh1+jvX2}c`JlQ@fKv61yDt65bqPTx6mGp?(VP`lj zI-@xZE4}$oso=lT@Z?7&s-fU06CT#x5(mZ~uu}XbJQ!gwHQtv;t%|co$$Cf0c<(+r zSo~I3rb;FI6l}P7H6vA5nE9t>zxn!xqw*+Y*m0!ycplF!xPh>yVU@$a@UON$JnTL^ z{J#Vf{>qJL@1l%H6#<(P1KGD z15`iep)Gz(Ja8dBwhSGJm=Q~aEp&s}^Orb!qA8Nom+TY6r?dM0Ue6N{pJRD864l2!=*C_ zS61eAV{@-kH^G#DNn}^!Ma%iYh_M$CJ{FUDiw1Ro+p$78q>wr_NC3*xu2RFEo{!Ew z5mt??E}%y}mx~gkBmmvF!;`$5kNq$(IcXacGCiF1P?}2iq(~$DkS^!F%kbuSSeF%6TLt|c7z+@bj6pR3>tUo zcJ@Q@?1#bG5BDdfsPr)UpQQm8YM&Wk8*E{Jd}04T%6)JAa48_i%~xC>mZZ6f>u-hW z;JWX-9sd}ys*SHm1nI(&iumLICG7w3yC*2wu`%T|at<^nW4j+~5t{mOOVp2K-KQK) z_}#F;uEOSkLD|#c(ZL6t1SXs~rvK&!sBaZCD_)2+YV_~O17LMlQ$K)3{ge->RcRA1oj zOYb%)gu`h=UnYeJ6nvKiTbqal2#a7@Xb-{(kVWxNYkPt8wn``M8JhdyYwTBOUgvbhzW1@!;{m8<0n9HAf_0%4v>+rJOy; zTPVdu;044&lf5b)(d3~V-Wsq`^)Jf)8i@6e2s-_NMHnJp-pqQ#zskcNSP4phcr9+o&A7E5jlaNL_XYUGt{0h$y93KTSA{`7?Q3= zWKe(47AVu4QHHcTQlXDP(sy1^U1*;s4CfxDKMPCohC24|h+dL;aFW8fh_$9b5(jDAUrP8du6VplrUv_nS!>GBS$;XPh~XCYi^0sn z{ibhZk+`+loeACQ)|E%lhlp4o#>S!{AgY&AdkxP*+F$)hsqBxtlNNBP%IsCqgO*3SP7K}JrJ`V z`~2(qF66f7dE<$@*UpEI3dc}$AQ8e<7cW4PL&smzL6Tz?le_$@AB%kjsqtNGLKwqt z?IE&}YQsyS3jnvrU^qm^N2Ys3yGQN{>BmM8k_lzRp5g;)7ZL~34bf)$Ryu&EGoAmc z=)l?YbhCOKnF&Mr%ZlzUxZ7|GPMhA(V;$Y<8u2&RC>U9c)$ZoFt@Cb(<)ns{G3Z7)mc<}h~FVpb)s zfaxYuH`RpqWls5R1b8K#94p#7XZGM!5uZ%4jKSc0Xy_!Uehv7S75alXa+4q{tyfpbjN7%_11f*L4~-d$zNs#f;JbL7>% zMKQV5g6TUKHz)?Uy|?YKL`58Lxdjwzf>b!ANrk&$JPk0bMay0`+oZF_%%C#|A?v4# z;yhturMl5iM;suBA|hWQ8`?6T;#0UR z%HJU=^z{}auDV(dpJ)XkxW?a2ibJXsH4=+7qhn_w_J>lwl(0N?g2R*xy16kscDEef z#iY@bILE%TH756g9AOUfbr6SE-#w0y6mii%Ji>p3%}D(vlUF9Pv4uECBPyFkFC9xe z0w}9!6WgN(Kujh4)~L@zS-};{KFgiX!Y%BvJ?^*0-OzbqPuw$(`%Ka^lAt;=JDF>j zi!JgitZH>QL2;6p%i=hFfUT@;Y)JLuuXxdmZP*WYBEIZwB0IxZ^ubvA*KeuX%{i1* z_Kd=(riy=iPk>i)Z8Nc#xsKjjCm>)Es2p?Ngl+okbQvD2BI^9>(xic$ITgCj%=zOE1BZ0<8+W$QOQ7E|wFwD}aE#M$OG`+$ke z7vu@)ildj!@5=h$WYR3-#>V1Ud~wVKxU_v|PvHv}Cp0CgGLbK)WL7A`TS7*zYv505 z$CQ!F#0cMS#T5n<;A@w=$y2stxIs$|d@i5KzseVfdv1jW6AqB_TTz))~8_ZJ^8kE#`m; z4|#RrP``sN(buVdNj@W)@vV3YV#yk;17M)%dlf@SMVqXXqON<(;XZEe>|kxnLOR|rswOr^AN{&DcLioM*$YO(5k;gTI2RL;=7HAnD1f03U7ja`ls6MugrB*3F1Fi$Hj2zhG=PY`htWIdQl?a5d(%H zqU1!jU!#RN7A=fs#==#M5Y^~uXu&D^%{O>n^vJz>bJbtIwD@+8V8}QZ!)D;li8}BW z%_RcIwW0Pi zW_2VmU)_GLxE}+y#90v6VA%@y4GqcP+)#?US>)?G!^S2Gq8hG)GaT9MQ+3g zVB2976$X>%Vq#wPO2dCYZ}%;&B=;HEN)lLwAPH}q%ab0*M(`~Z<44fJYs$Wrfl8kg zEdr|+i;a-6j^(zCLa1Grr8(-Eq%)Evv|fpljy~J(H>4(9aXi8 znrYPQ!3@I<^7R)~ME+S!Y1qt&Cxz(DhCIdT?`1-b12~M0-c8j>*u>hyaDyV)!?064 zq7U#M`a3Vf%t^xu@RpCi=Ub>FZ!zbBuE61B2=~#wc#Yey}au(M;V)b=96*>O^Qhrq{ z8p2dZDquK%BrFUhs=oYwrKvKXMgRV075kh>%6)vfAIS&dr8t4_>%H5Lr=o-+?T;kx z(@85NxyZyqvx$X2u;m28u`2HnuSPDent4NNTc}oX+9O)U`L8}RgNyA0Nf2U?E@%c6 zPe^iSkV%CWi46d+vF<1<7B!(0lY<7J^&|c8>h=JTPyOa8-eMQ9L(lv-st0O!DAE46 zTtr6u-c3Xpm>w7+#i&rf+s*St>f0n{QZw1aB9p-}@PrEkLpY50!WSga9}+H>zJ$iO z7FL=K91@(nEwAk1Ny%RendeepJ|K(Wtc4!nr9Op*u{iX>lmgl?r&GY1^xb;zq<@&w1rZ^1XP6(u-=!Gl7u{rpk*fwV;@YXg zXuD5=aF^U8<#_3jHXzgihh$gJ4<1eCCsuse=UDMh^W?Ux5Q%r}XNO8p<)`DlKu@Mz zI&>;s2vK<*wvxT$d*>RHEXop&$U?h~TXa|N zfDjgB@*sA<#X$3ifQ;=~Xzyv(^-@sE-=o(r>0Gu~F^c1v|KQxg-8hJgwW zz3RP>MnEbmmaesGc$rFK&ftND@s+j61%R9gX4fXwmRb1=Fqr8Z7F)!iks@u`d6s0u z>obX28F|KvR3e!z_4raRB5_eBdwlI5rEG>!XNS>)y^l`bhax!sdqd4_U^BEA96>Rl zQ7{3RN(DXP8}liTWC8K3P0@!l=f0W z`BIXLlv9Y5kEcluZG~kXhuxh?7~O5U`!xU~9@%F%OWwXerGf<*E201ltV0OTxNf#8 zQ_D+9)MZNjL0q?vII54Yq$u6A{#qoP#CZZ3xD?33=y@WMfWHw=(Rb+J(VtXrk1Z)J zKB~{MTV0L%3XF3p5ZUq!k2veaIRNnzY@{|hpx*v;UTbt=C$KBcVE{w@3osP4Kas?X zKam6sU{lCTm8;m9B+H0UD3E{&+1Om%bvr2I$^D_Z-W)3G z%8@)^bv<0i{%)<00)#CHB2d8lpkyqc^bPGZd6ZZ$CPG#;3}f8e`q+`t;4YBfIJR+~ ztu6*Ee(+U_8UW!0pu-UM*AD*5|A^TurcweQ4&CW`wc>>K_7vq3EMFQ?bQn&e=_Va- z#NO;rgC$Y8;#;vATN%3H`EoMi`UjsL69d}3ST0&Woz#mug8+SZd6w2|ga?PSOT1L~L#E>JGCu!}vLkFMdo4<8wMe|`EhAf}C!hn(4eT|S#mld8r^NTr z4U0cXZK4K5#J#5EDwrXfbZ9P}avvT}gR_sCLRfmcBv1r3e@5dKu-|J4K=EPkJ*8Xh zLg>g!(RzV0F7Rj4ayi;1T=_Y7+f-vCZ*!thsdS0nUqvYqQ5(xcQ7|@{oDk{}O#jRo z@JSXnXGIbpCub+Eu73TSGk<|$+YTkw^q2yQ&^Zo2k*+_%g$ZbVgONOf<`{`yw^xuw zAO^Hwv`LDaA8|S_MKP?l_q}0tiVuK@*!dDgAL8sw*UW`Ox)SjUt`a6eMXeSx|W4i+2t^?Y5bl%RJ4F_RMrpl%x~^2}?h5)G+S<0F2ZR1x+NT1ReP1`A@n0Cj z<1fX}$Eb(7ut{eOU6svp%GqCKqMyg#enknDMlzd1l4OQW8lk&902XdkGoNpKCgAjS zyXW67gGEGBrGRoi!?_AJNg2ynJL($!6Y$Xg8*Gg0{0TN{V|^(_3TDXvP1o5}nqLJb z`Lbs6&=)HZ;=Nf#Z>^oRHvcDQaV~+zWoz*=)2mJ0N_cC zD=6KhA2|l@Up(&IEEH@U7RKthZZb6~fuXH)ZgV4iccZ zHCz1Kv^l}Yy|2@7MZd>O#e=Y!+n0ox5SWKnfQ-@|YZb2n4YL;4NdaUSyq`Dc;oLGr zV1X&(4Yg~E{$axkz%XWsdrAo4?nkL#J&`SBl|F{l+FeZG&fOg}b&lscrTl3dsKXUDn%>y$@-a)? zDkzU!lAc0QVaFo85MeoOBfbihMc_Qk)Lq83bd-7C>O5jPGKa2m5VjO}jA?TInr|fH zvza62A%2`Z8h%`!xgvMN605N4f~`-?d)g}?QT%(_2%w+#dlmnmaK>Jv(cEdhEQZ1_ z{N}f}emqe;4?SxY;AfbDo<%~Q#GmV*f5QH{=mg$`++AEODdNzo3Lk{-iC>RA>NWdp z)?B{k4>7graH3HjNJGs)GAT$jBsB|);cEZuxKWl23hSB=WEmfH7 za~N6)UzW+~S3aZ4dfSvCbb_7n>pEbu>vLYUdF zIXIpIqHK%Aj(!HvJN46hKSmT#4fN8JWiG_1kId}xWvI3}H!)erk=r~tUsz(&9QVj) zARc;B3IV=&IGEUi1hO2EO^+@3qD7CLzaA)SbImm!a908OxoZ~_MA6qdlHMtI$!7At z+8dWcyd!&pzfv5ZJZgD=Irnk z8_7r&sVi$L$as_p;&v1XzObAWTy#QHC=RHG*H317Ghy*D`CV5|#Lux=({(MkoHT;h zhwWe+zUG?O>8UvSPUt(=)RQCi(uLe-1VNFowf4e-9*%;H3^PlmL{%{ z6Rl6Z)F)bHo^QFW8p&KoAU{*p|JU` zN%ebqo~=?RR{eAzj}NCXG!jCC)fD%dGzVYM*5nLFS}iQ0UYn48Wt~ zlIcY@nUBakBqqL+7(}O8wzXrQz;b0aJh}`XLlc%LL)VPER);_9A#POG8OwhCnnk9x zr)tM!?o%l5BU?|!gNF6hZWbbgNQs;26+VM@4j<85#l4S;{#0P*Pyv}56v(I64V7$p zX&H0|F2y1MXTDwj1p!BQ;)Ao853>1TsT7lZcToGo^LIs6C~9dEI&M9Q!Uw;aT$Ea! z@1J{@kpaBS*;}G}dXM7X26zyGYWo-8qoqUDtBdVgDI9ngRDZ9KdZtt_*an?$c`^BnC4A~Yh* z6bnPXpU6(~8+5a?8}&Qnr(F69|UvzO)dx zfNZ*FBdS9$O=fM~=$(URQA4ted%@mlU&F@RvSqa+9nHdQ@YZ9#xwHs#0RsU^ZGg5) zVIp|s&z?>uaOQkvA{(4)<3CkR_yn1)P@LE*$0Snk`6%i~?;dygV8T61A& z_XpB3M5$}h8z*S^p2OKPCzkupH?|C`=GaP!h}`pJUE204917U^yhuE(+K?3q9#f3LWmDn(~s7} zJ*xQW03>2%-xEZb%o9=F07_vrLXA1&vZD(AP zKjzgmzS8&RJK)fL3P_!xAgQh2sSvekv-nlc=X4kv#yI;r$?Fbhp$_h>yuOhFbRey9j zKwqnR-dJMp2&%Z)&8QWRw;amNX-b%7{#T?5!MJE!2YYQLT zi--b%K8g~r9MMD@y{;5I2h-izuk*EX6+SOx$Qty%-IsA`b{tzHp72|AN>Hc_Xr|HM zW2s%&Gw$!c%MDdMcKIlHO;)7%t~Y(CQF)_OI3M{lI~(=;H67lsahKs#lX0Jo8ve| zzn;9Mskb0j8`SWF5tKDL&=4F>Rh@R@$p$~pWmF(@k^U!YXO4C zSLv5hq`Cli-v)Y-;o3*rJ`rMSOMz5HASiZAgeJ2mv{9O#{b3smI{PVTd7oRfCXkge z_`H<<45TTK7{7o~nil6M)S{bngy=*w)%V@BSLG*Tp8K`ePf&7CWip1U9|&3FcOFru zvG>jxwqal1dfK}d$?39Pe)sw6SX_yl8VTY@EkH{-V~dBk}ag8)ZF zOyKw_&hV#SaX-*AZ5)Dk?)GssSH=uJsza5)9h;a}Y8#@^nLs79@pWk&7kjwHxus|6 z-sz7EUq-JWTPleqOa?RpF*)( z5%V$(T!zB#bO{{5*1~V421P}@nYpeMJ&MFyvqL;YCqE&icB&??#i^{}lU29`aRn#& zuL^dxa3x>1@-HvOkY@FDFZTai!Vt)KZv0i` zJb#(%EX{YpAC71c{ue9Jpjn){5bD@NSDOYm+)o3YdtDRtb=3oZN^^LU?N8=DNGISc zw9iMj@T?lIe05uDt0|BYaQgy89UJv#y?n#aKXW`UxAD#S545iVm&@H{Wt)uRGkoej zUITC@T_rOO>;RTI3(n$>3q~zOjl7_FJ{393>m%8<_jhgMyMZ7njD}W_?jy*Ns>bv& zL=fr1h>(W`5n&SERjBNA!eTTNp4$YZFZwKS%BAKto3OF|Rm081dRR z|9sJ|M%u5lC2={q9PKdUp5Yw!3i~5XTyD$Y!&S^Y1Z|?9Rm3~rs2R`C*EyWz9;esC zhj7%Y);ED9a`82BXe5DDU^D=sbp;|If31Fg^!+&%AC3Xd%h1I!n)VyC8{q5PFPNc> zo*j+#-(#zjDo$gWCJD~*e4h9(x?CwC&evrDNUhQ|eC@j7Bwhrefx_`_F>^6uaM1Fz>SJmiO8OR(Mw7p+x&iV!k~h2b_L5eAV*%#u_+WLj1 z;M@Or;b`69u__0g8LG}dQMulik*UL0bei{!e}ieIuoe-)s3&^ClHXXIj-1{5UpcSE*&aN*AA22X-h9mi0b1 znC7VGxew{^7uMH7SD|=_2ZOC2rnp&x$9aQcaKQcAmzmaKXE*N!4QDSg&e0R(re?($ zjo%-Fou?1dGv2Jd#`S!sHg=&G+o=OBYJBkUPKDL&ATLx+# zt{(&NMU<<5uZ3{7d=&@gP2c;e%lP%1Cx#|xRgL=IMb?;8khbI-*iLOI<7&VahCLtj z=k(s$2vHVJ0x!e^&l)WJExi)V@>lH_5=6#+89S4@NsHA>kI7;J??LN4bK*sUheq{P zd>9wxnJ5`SaH}@ZD|L%sKjaTAADvcK%8|FOUOVos?Y zLl@j@a;`Sx+pO96O=Ly50z48}ps~2W-F`9%GMu@Oj5)}Ab_&x82}O;oE;N2BCTH5+}V_1II&Fu19TfCdLr0n;47F4s9?+U)7r~X?wn+f2Q3}Z+>tBsx`b2d zoKSFzVnjyC!wm96ef04(9=H9IQ9@dr#MOD-q48X9aQQ~Y(~IWM7s?6n+5O#M`labxe$WHU$iEr|)bQU@MW~ie(4=}rI zi`m%iuFVg8NoxgFPFf=AvQC5oCQIYYKP!>@DALZ$?S`csy^p46^6lM`Z+P6|?UD?w zz$web5GGmcGGB=DMR2?56fA*R07RbbFPE@TKBk{M;wz(2iEFIkWaD$Tn+CM5kmDFq zO#YF^(MJ=rf>!p^hC=4m1BRDQ$J5n)%HSjl-@uH}_y8S=%W;-Tw;Dys&0in9ieBrq z>@cV|gZ4wy;iZYegCgGzO5tcWS<)%J=sGW{~m*vJct(|fyD81RaZW&@jhqiSQ_ zSz#?YaSdpu*8E;%tSnOGM~eDDlY$mqkmz7>@QOfpL7S3aHb$J@U|m71&0w@6;>I=A z`HJxKeb|80m)-Gjz|*H|ODFJ{?}=Yd9>J%$sb|FvF$-TcnktoJZ|ga80ReNf7zf|f zee0Vxk$&6M%P1{-zoCbff{*BrcQX~=+lH4NIyk32UR5E@8>V#CJ~c!=1*p*;iz&N+ z+IF`Zc1N3T*aJpgc4Uhq*8CyNx$0w0&*8@>7%@RtE+kMlAtW0sKATyOd7NfadBXib zSPI@6tSpARZE9d1Y^nA*zKmk8FIjouMOEt~wsQS>-E^0uYzZ~*0B4aSuB+?zBIm-( zt%0P7)k~I1f-RW-J<6V;!*IedoU^BHD+7|_c={)2zs9UzS^OyxYhxMvU4=N!4uiOo z9rKJA4<0Q6IZgR#wcl@w{5XGw59}KX+q;07YFmVa8k+PCN!Bb-ghRNkHl7su-!CaT zjnc`7uwqzqSOIjEH!2>cCvZP14#G|k-zVfuQ`ZAYHX2rHe`MhWtHrzOo!f+uz#&I3dnxcETH9A0GhuLl<;d~ zCt#s#uGJ9 z^l_#>l_mM;>`TpFt~~yYuW{DR1?ow2^p>~T&D-TtWFg{?o!jvj2&%x0$rZw@xHa0HlKl2+I7HI+8ds*_Gi@-cV_mxTClOho;l5yAQ$fwCTLX@e@-uM-8qh5j# z(d-N&Gg5Q^c~V4Yx>MSLeVicqNjBc3538Gc1r5ES?_#1*iNKRgpj^=UU=Ua|pj$ZX z;M3S6Ggh9aJZrfyXCX78-leohOeNl`n_GHZ16u-`dRCcZPtfTsZm8+9rsyTOq~(fL z7T{b}PP7D9nlvk2*SKU7o6L@+e1Hhc?0P<`f3w;r)s`0*CMvhy)A<|%-VW>Lxskz|g z=W}D!92P#*zB-nzO9eNsgo9vLlYevft4CRsI(38!(`%(XhBA__d@o|Gg zU1++frl7^$}~{^YSOTyjzr_8ET*UYQjLrAk~J9t|6~Rs|7u9g z;?Ig2*|Qw&Pw=(Rl?^P%>dyZa!rE}Cu213q=mLHAf4?;2OC(6yPU1GhEz2{OgVxep zz{@h_!vEtCFq<)q1)}l449(3&ekhJ@8>_Rx*lH`m10}AKRv=kVOMI|@=0SL_=IqG$ zl4z(mEMg8 znX*G1x&j)C531o{OWRG)wyr=%->1xWEdmu2j@NVJ63T4V3+|wEK~x^iqEw*huU3>7 zJX$ss6QcP)a_U)O`M2nK0?K5>Dh?R|dGmOfli$M~ggbHnvDX^?8R(7Rdb z;(O6nRm*bP5H^Gt9OENnp>6327ZcCN6f`4$41nEuFOeZc8`*+jo^hZM4Gy*DFoG@% zg|D`ZTk7GDi=WH)UWS;pl3OmZqP^qnElp12a97FgT#7o|S4M|i*d%5|Ja)|{=*HxS zy(7*g^AH>C54jf>ETmWQ!zD@Nn>#UI&wk6L)g#TeKYa5l!Y(9)&pg4Ks3rLP{1#_E z_|W0ANF)AJ8-8AVeRWvY9*UdCL67CfwwtGgy-V5CmRaJ4l`h;3_CcidM)}$fij^Rv zujH)-WA#V1uLG=v-Y15|Z*d=5c}wTJ<}hju#JXI|O=b~8MTEKv=ek+GmFb{dnYs`A>YjxT za8S(k?hV7ZNi~`VT#C%l@2whgR?)#yAej zzA*on6y`n9yt1$Czls57zIv^dDGx0a4R#U7T}Z26IEN{&b@7W6uIgQ0O~r-!#u%yH z&#E;Hf5cs-BPk0L-^vWM`7Z1H+L32KSM}cN=1@NpiK7iPZ}>~H@6rs?ROH8Zm+dxU6GfKy1`Pe}-1npa24Vsk>VZ~-CY z;f-IG<}QBm{q|tD>#(GVM#~zj?HQxLd}k-Z;m$I7H6$vrM%ijR+D7%kdX$_1`?pPv z?I_|bSj!3bRjk?86>=~GMheeyDSR1wqe)&hCmGbBQp~|&yOBU-dWDogi)Wv=2o{?c zwzRB}dYt&}{#dIdDRWIR^fb*|l!ETOZlP(J%3lawemDF0Wc<>=;=tsSA=|V=T*=5G zHA;--l8hJf>3=Pd-I?jF?0PDk{MFsLTP`kV6--SiXqx_DeZeAe#bGGoCWQ8;NxbvX zouOU)t#FI5^KJZU;VXs@(K9UybGAEMconO9l@R@RJP|`$PZm}X^>kVmsFr_8NAE84 zoLM`4f>)x<&9%d|c3C|rt$f;U2{z1p*>fHsd36u*oqScrE+nBPc-)`q zs~;j|CR0C7Vph2&kuCouf-EW${ zPMj9Sere|zHIHeeAZZJ7o?Q@+REG`grbCPLm=o zc6@4gth7kJN!xcLPua51@nvgNh;W&TD@bL5o?R2?EI-?ZrW_C1=#ILzd*i@H;K>0C z?FMzQj6)MAQ+z^<8HUaZ29K`=ei3sT^?f2?6SWy)cawc>j%5SARBR>)bqS~ zfBoA?O$eSS)NWW|5UG|kdM5V1hqO{}=j8eD4&GImbLQJv5ByFeASWT54E9@R|LN9$ z#po2LJMbb~I^W9pE+|A^Xd?gAhOL6z-1dB%)r!G^&03IS1kpuHt*m7|udfRUuUMf-}|c_{po>gJ2= z^-UH)SXIK!Fl3%!`MX!4@%Bn9x$Fzc zdgUl@s^?9?y5zqe;El9po<`PjUAw_5`KTFU>9FWZYv=zOX?!+oG65~>w`D~F%=iQU z_2OJuTJy2-RUY5Nwi5sC0ro6SJ$e}JU~I$xrQK~8O{5(PiAXjpi|XHwyvW`kQiu^zkO|yuxias{J}>L2)#D3Yk&8ek_kX#?Hfq# zIm!iJ+l;;xEy~d%dSa@u7-fZ-416Bg(-=z;#(HVFqK9pN#LY`knreR4g%skYuzN`k z>?_N)=2>6N6s_er7^X}@k$g%In)P`Yrqm)E10pKzFY@=8 z*~74)=xJ6mH7%7j{yxdz_)6a2=^;xSzSyYyIhGR9r60DooRq^UNvMq%mu!^w((FYg zACvx=&nhBsgD12&nU)e!nNK66tI5a8BwtK9yOV|Z*@D3o4&fZzad4$nLQcTp^#3-1 zuW`Icj>@<-{Ceg2BJ{Ifv)Fo<+a+AZX!Ar!@NCdmQSXez5~Kz0QsWKLOj3!9Q+SzD19Z~Q59hPY|;o`doeT~A^+vx zEP&j5`P85x3JZx3vF%jjX_5hVMkfc{rApuZ_a?tOAOv#@kpR2>n{pO__b5bIaHAn! zTFstCyrtHJ@kx3KaR!vmB0)YO2;cW@ImDpKY_zh>j2!<}@$Zx_werCG-zgoCg5mv_ zg5fEc^whJ={=XsEjRq>8lT~lpf0b{ZVEwQ1!wwnsy|7=`y{?evmfR%{$666nzjydf z@n1;FML@;QA(SNHD@}#0lG}gRaeyH2(59X8KRV=Vvi1IrzrBB9q~??Xs5xHUH?#aT zl$$8+=pyf(D?)(_Al{nL-ExkVy|>s&1!A{q`NaR}BJwt4&%Y7J^sj@jHx*vPs z4^2U?cXiRVJ6F4JODSA$00!9Y8T6Y1RSyB;bKQcKXl$Asc`g7)UfhO7lF{{7$KEAi zuL(`;xE?DjO389r|HSKyw3BN|7e6CS8ayrgVi$U8b0$o%PnfGl z{91{A(Ea4l_q}V4JY+N~Z{8eb`d&iqsye|7a+2}0L0YiTZT9J`EkkVh>B;{}zgy~e zm#=-eslxM{p;EP_Wvo)M>)2Lps_dA_VvWt*)Xvt-PkqTDv-DCOyv38MmRWU}wvQ32 z!LuJ>&ajc0w*0!hJj zyhju^HW!REU^Hx}IFcQ~^GWsmb59C2`p*n`BKUvBqQ$|{a6HS{mT{Jw4WYwtqHs8F zsDa^9op#aNEBqGf^~+R(K*Y(PyeiC))jUAF3hTl$-a`4yH?pjDPqKk29x8n(B9x^! zMV@U7GI=2;*0TJIi(jhFq2++}VlvJq7dOo2m-1(so?))i|3rOR$iTI(*UH|CAlG{H zA@94nucG${d(d)Z?$jmTR5O>IC=8G;#MVj50f1K3)I<925YJMM*i+w4}Ptf+H{Nuc2x8&ljDzS z_PN}m?I`*eRXxwZCM;z#X`&Qv7H-9qnUd+W&fH&I9}S?PJYoK^vGh;VZayqRQ`UHP zK)5~47Z};=cWbgEe%?+Cw0QJnTKW56PQC8661JOEnasgB(`{Rb0^QQY^)Bx!!Wwib z43ukC+rxjZZL*?O$4PxJPcDte!1D8T1?gCDUtn2Ii^$?fk%#l#70xL*envI4+!ONF3!{$ORu#zSm-4q8e9 ztcor8-ntD-u$~x8c*aKjzh+*1Ua7ZmE%d{UMi*5H^vp%cRcw}~N?s}S!$+=;Shu|( zAU_$G*NCLlH0b&NP-$B6Tf~JT4*z4&BIv8PCa_=2?v4Hrv<5KUNL{K7Aqu90a1L25 z6v#KQkvCFE4`y59TaSOLo|BGePeF+G{zSR-m2f`w-1=>N{H6YIV81nikx9-sbrcx( z$&EZY0pCALUn+n8jn6=^St9DuYhGJ8R$|15{E1|lQPh^b-j!GF;H#xx{ztU6R!aJc z1s7zz`Y|1w7LPU0C-qtGSRpBRz3oKZq;R_D5hJa2(2$R<(#KO)T$h1)lLW3a|29MX zQXC{jH!fS6=fdKp!Dn>;_79KoZ${JbVRyMH2ju+eA){9&#oft$%vf>SWo6M!5Q&R= zn%}@ZVt~(Z!@0dIIE?bcD!8&B8v~{UaqYfelZ;G~hZ_rVW47GyYQiagin!qql`fnbx%>A zp=xKx@^(62je|uJ-Nt^X;O3$>AL*sJM#nw~@R;8HY~Hr15-ZhgdiB=w4FtR(GJ{Q? zND)9Mz+V0<61qBPK%x?TvDxLcnY?JRdmXyUIz{QaSH6km#Y|t(L-5*SO(4?YV{Yya zYZl}}k1#U;gTV*|kJ?oWA4b8y_cTy*UfATRE(e_KF}yi_fv$bYH0nsZXu6K#%GAAv z#-)xpr(RUR-1UDPOClsa@)V$j=b|1U3BQ>^21vLZHnc&N(D%m5Q}}LuV|ZP&EF~*V z14h)>ll(NyX2NU_`HR|qP)vpa_iy@T#x%EGH0(|tuIrEDq#UZ1`t$t%f!1RFzd>tjb)pkhnqB*4LXRV&>Z6V$J0CAgDj{~X5bjC)qoi78mrH_?R z4#OR=n!on~kMWD6zwKV~Mz^L`?ZTU=Gr&a$*%@jyJcg@Y^lcoVC{gwhq})oV?EodZ z>YczQhF|~8vXkyPljFU0<7FOKiRK8mfZ=DI#@o7o>YlSyaT%awt6}oe@Csb-f%_=##t{*t5C zEo$}QheLE$1f%=i%%O`~0@|&E7H7%P&=~L;l-6}?$)Uz67+wXLI_|ozVcp&Ix$7^#oY)yf0{O4R{6=xG6 z*fbk&I~0wyq4h~89AH(TOg(X(fEZJV$+%PDr&6cCwN2KF1aijNb!KE<7wlZxJ|`7{>aBKZweV-v*c@Kq>YaF+O9UII~pDY_Npte(2= z%vFQb;L#|(5%Hw821)}C>gxZKM0)^`Xcc^L$WR0ODIM)}FFyi9kS$m{Fs%S28hzos zqd^}*okd_0$>$={NA1Xk5(ckjMV$ZGgL-gRWrtc*$^I^8HQ@AJ^RZwUI*KMwZ_^-> z{KzpV{M8x`U{9riH2E~J2~Ku>>i>(r=NQ%j(YJ2@q+Z`^%VQ&GuR8==Fkd-ghsSd@ zlaGBBMFDt1XiCHiyeyQO0>EK2!Um4UvEB#H_EF*3n%WcwA&~z5G$D2u0#ka1^rmb7 zVz*i8XLQ?o6Hx1~F*t)LXJ>78$IJ?=|BgJlZ zXk7(GACJ49{qMBi&jx#k$tP~67i+~}B?LIHM-{iLmh`eskM6ph{o~M9=vI!1-GMvf z1$}(Q1uSu_gs%S8vb}c$583}}ncW~U-&xb-5&8^i=f4iy(A?--`ZjTaxHA{l3$->P zGavnQC_d~hZVqW{7P|GI@hZL5gAlzmgm?q4Skf>8b-r@vXtWi8dT$+-oLf{R1+Hr$ ziSi)lqG#sp<8eLPyd}BdaP1m6rblGu0x*}J{Dnt6jOWXji*Z}s9}-b!j#)h^Wxv9{ zz6`T}(yUx6nQ%rX`twfLIMjKfT1p#=VYsg)YJ4)|ZjJ1-tV|42+`2daWMEzff_u%% zwVypCwLI#vspQX%&2Tg@YDF84X+dq|^8*yAo7NiRx$BnWTNxn|hfCsq^N)>8FdgwM z+bSCi?}DECr`OvIxn2_G`~dj4ngNQ&Sd8@V#NX}S4?ByDsjgM8P7(kJCgy}SmeQ2F zk}CmiSWE8yi<~*CS*J(xXWwt?o~IwdYWX`ji9VhP!uq$;suCs-fYxbq|F`TEBx=_OJR^UL5Dfs8h5r=p~-zaHxIZCJ%&`o68XhpWj&iq z#}vuq-jg`QV`T8sEs?8iymHmFHk%z1EKqURZ0Ica3dVy9gSXnG*9W)}J#CPwoo!u2 zE3?a&J!$ZmGbaRz8y9#jO$|S$q&n5;yhT~-0==DBv}UFX_q{UwYe2xcas{&NURmBX zWJ}yglj8xDmAWW{8w#T4RA{fpdr_f7G0i1YI8t1X}vN3SK*KV*0j55Fsqzz z7Q~7lkeYI;`#J+vL`=fXGX+F@t^QmB$7b8&Y{lNrbRH?ZuE%)IsR4cRlf_+PewG&j z5ax~2nipl|!W<-vdgymGXSz#&8uLF39>wF?Yke&2`;8(>SF)l6i>AxwGWzPqG56}g z;>1EG{4R7~mSf!6q=r05I>BI&&fUS8e1VTQR~RurBh7%6Ph9NuKC#tfGh(B?zV0Ir z;*0m3Nu6O8euUnOi=fn1L)Aq?Ix(a^WJGILz_^jYZ(&vt>z~;vA)0@%%1j{0K-#TT zs$Kj`*9>kVfRw{rXEMt9xucqj4JmTFyu{W@s zwzer~1UTuf*VkF2Ia?b_fEL}gO=gZ1c*rZt=0CyT{>fg>0d_S)oV&?tDJmNg4U^Q_ z=hiPI_B4JTxA#A`MYNhWX)`b+cH$g$g?QkfTdqFbKQ~dU$83|pbMX96(^Uc98c7Zp zn=j@(%Jyt95V+doAyKZa@OV}%hhmvbD1p^l>dUH5_&YdnyD)$eA;7#CItUURKSJ^j z{-|(bp%#5KsEiLfagSk!wo<3$pEc0V6PrFcqR$B4Bl{2?!S zQK^2_B-@>GXQur|z(FgFOZ?a2yo<_JqZJx)9~mV_nGtWAdO5PLC2r;wd&!?Hvt9gB zhmSe;HOA5J!vJf)6x>4oPvK9UwKZ?_dc4`-H@I({BD=MW7n4Wn*+XCJ~3ya z^e6$ER;G95+EcQD`pw+_N&`s>+t?&U)`H|_Wk*rYgz1^Wd#Q{gf+8M+u|EFeriAoF zYm^)=I#mY**(#);Hdk2@-5jw^9h{qi&J#-K{Dm>b+Uj3VUIYAvg{BNXSN!;+YxT4K zV0Wiz_;~NBvN|ga_=1P#ok8v(Il|(L1Y{2M2T|q6y%8#qk?*scfW&< z@AM&Y_Z}(Mesqd_23*l>2uUv)<)GVS?Bmg)K-qo+{b5OxoW;710NX!ae8#*lLIq-$ zZ;gAR{$&u~aH`zHr&}De;S5^m;L!>C)a(Cm{!NneZRgUz1vk zw-1pkgkt~lG5bEFfBBe$5J0;Ng}+{H3UtE;QG_rEXamIwt~hy*=Bbd+!!J;%gsP6w z2R^{FY_$b>Z!!U8J=XZfU-PGMgTHD^Z%F;%ZD;Jc!{4}$IBSM*NzNLa1D(>TtBr)4 z;Ba@!^Ks`RH=W7#J5}mVLLhyPSDLX>meEiMd<&FI0)=PYKM1^{*tZaw(J1Cb{K27F z0t;=0q>tFy&@2(m{BF*}@D0%7f#%!4@QCg3dM-B z770N_;PWHrJ)f7h7Wz$!25ea6dD&u_lpM7MjwM~wEBU<$lYpf1D-uOzgx_^Ppf@d< zk=V2*RA%vevLNTYe_?QWDzM27@C(6^-pl?8r~O+joE`qO%1Vuz(QSMkNJGf*7nEww z28$Yq>)@*dgCXuRRtTi$Yh#TAon;>mhOPN%oZ|1}aAgd6qF*a@P3Nw65E*MVLLxoV z3Q9p%xuN$Eo@qvRqtMj|0R~nrDiVD09}}&zy3b4s@pW2Vn9$x82_*aG4|GbM<)mUXe^Ej&2gHuBKQzf+h@~`) z>08fTKUiK5(YzR~TaeDqw|gaWI^BTAFD7-i#DSh8}?fkTd zyEa+v`=;h7O?}CPoG;c{k~nEnu#Nw?!|GNvuwNP3G&j=?O3)qp|-Ahd?HpR z7+Z~GqRTo(vtWwuUq@i)Im&F~pSfrP%4An>Ney4gmIRR)FCJKY*SLHhViR3`BsY)3 zi(g>U3uNt2J25J)-?dM^ya}e{^=567diy>X*fnyybfXI#W(Nw5sE@KYZ`+`^j~TmS zEl}1z68O&D-UMpqBF(2Ae(IiJEC9ye^+jZKJ zoTbzrv~y2X8pee-43aUcAO^L7^UQCcv1tp_y(`w9plzQKJBcjrL~m9prQqEFKlL1IV}n{ z{Z3+uX*0~-TiLWC34-j%3YqL>WuwK$~27_BTl+NW#_*`3Bv1aRq7y65oUC#{$fW^wMRwR4>-Xcr z4s|dD5+lyOA3RBf1P>)FhY(I30;uNEOv#tx-@_Ci$iEs$nV{v=)cSav~{Rpb;txT$n0$%uRHJl!YMP3G^Zu3Mnd(rG=L) z@(q#=(z-0kVelBb{0bzE-oXF(@oTh)HtTU6Q-x$6B|T}Zdq`b>pWi2)54oJQYgYj} zl*dw-ZXi(OAcpCN2Zn2o!kq(1?Eop12dOoyt49z2BIgb^wfI>j-J5db)QF@1LFaEz zN39GuzXk(Ekki|OER*CQ_|;}BeZ3iiYezEDMSpVJ;H}!U`&lV2*O8`EaBg|2DbnJ% zBn!CiOMJp_25d28uLj??S{NXVKWQQIY4-eG*MqnhSZ<3~leOxSnrZ zVp2+@3~Lq-Y$EIqtP!!UTP z22gx6fpee4QAO)=myef47RwFYz4Vt!1V#FLj?{&&ozeMo!Zwz&e`YHivJ-JQhnqdrm%5?x%lM^T+a+?6@5?gUT{H()wJ%vAExG8XNm!Dynk z+#b&T&MWn1m;Ky_nc)$Ao1}mK9HI3;$gi~%H6H)CSx+UaC{(Vl3FdVB18*QL;`#L2&N=Y_9*)AVXP!?iZ6m}kW4m-`1gW$3ylgI;{=^s37IQ@ z#RIQ=G|_|a--D!_vLS{z2&^A*?ZnNja==Cw81p6uO#va=4#>`A4hj?~^=&)wT->gl zu)o;nISzqK9?Ok{BuoJVYCcD>J)j!)T1PzXSLhIov5pWo+XyfbPvnS39?C!=e-NZF z6`~G_E12;vHf${T@?44e$b+qM9BxPYZA}47hc6l~!{6>vKph+4A(5bnn)ypn#ZI`X zj1;mEpt}_EA(|@YK*GTE2ls>L!p`@E8q9OFGPtt^N2RY5rq^oZuK*;yPpsbgwUqGl?AbBe!PiJL zTt1w2!|Q6X%mNNAma8CxNa_AvES}1wyKj)KTiB42sMdqz-;!j1a1dd!ZcNFFLF1&EJbk_M#eY8mHU2hwk3E!jj2C;K)P>1jl}N59EY1T40Rp zFG=n0WBgomripgFoPJ8}GgF)VbYEH8nQnMD0U;Em8s0V_+jfmH)mGaz`K@xz>)>I< zl;N-X($pG%>egPINE zVE8IiS2Z{p#qEmt$qaSMgpry}Eb(bmmxY8yjoQCgn;=<}g`xoyCsVG|J4w}lu|=#- zCIiO{N?c92JM7nRTk&8hm@)P4Z|Ewq5ta19%!ZItv8j=q_a%pi!_0@T8{AyM*BI8= zQ`+pLno{Gf>^ezH3tAnanf!9`!MoHU#%zIN+-&1UFPEQ>qBi;a#!EBANVk-k^U7c} zhH@kN68U^ecqR1ZW_riouI4V<1Fz3M98YeehUCCI&x$zyy;=%3{2+;{Ti)zMB9@fAF@Fc55RIS5_kWcj zJXZm2ESJOYWS&CV3I5zoMiWX%vAO{M;zhodr-y0PR^t|mr(x$h%v}=vT4~1H6@)J) zoe~H@Gp_>L+H#XF3Qh8ZqTkhou6w?*WdEWiqLf6mHMe?MrWf3hgZATKiZhGxWc@%tlZpm@<=y1UU6ape?dj8&XU+0oI^DH)h+ z6(rT5tsdpgGc#O=Bps)Z`lQ)G+>Y8&>ni*yA)Jlh6=T3U%4rxPyNU)&TE&KplaXl< zz`$?GPmjrJL-1YkykYK5jX@U#)*MmhHk)b&;9*+9RMboJ^Bvg+=9R7{Y(BKA zyr=z5NB{8TJ@)spNM?#ggU1+45x-_-p;c< zBj|u$>ypZ0qRAT1*(_U@_U5yqUOQJ8o~?YItup~AljkdOHunn!`*Jih%x(q(SIaJZ zP6<_!<{!Pbwq&n&L}Lk0qTQ~E=A+1k8WpYNQF#S$Hn9$CuqGPzFWj0=iV?Kh&S7_( z`z{2oZQOm^mE6H_J$198EZG{HZ(-kIp(JT~1PVD}X?KMX^;jwFLWIpArZ9_Ei==Chdry&MoNxZg+2W!`jN@ARxdhHH| zhHp+Q0p!I7?r~3UXnBfA~UvltUmjE&$YQ%FOvZi$zak_{7p-(1vR0xHlHSEC6 z>QclL^xg6o$o(;ju4tY%Rs$wEA1}ItIHSejSL!T%)A;%PW`83Cu5@Fn7P^KYBJbyc zoBEk}EQYivde`igLnC4)U7PVxCXVMX?Va(?(x6ZD^CvO?!%x~rg5_VcuF{)`F`a@7S>Mb4pIhDwV;@IJ6y^zMzR#Z=)) zZ&5yVI?1i-iXqKe!-QAkYjUQT%bTOWz9x-Je16TtlV%R1T(&BTnO3$SFGFG1@UULK z?FQ@_+KUx*x~HCTlgu^K)f_l6?`p)FmFBBx>Rfr=4LL>|JH8?e>jeIpTmh!@`V;3w zMfPW>bIzQW4cDA_|G_fSfq9zuV;kerOBoHi?L}*>iJUOwaRe4+>^2+a2f+;kFV9^D zV^zYdhpJ_J1~s?N1;(_Bdadk*8S3|E@7Mb`2$`&ANSp7w?f0jzmH!&Q9_+T$q%Gsq z!|NZLJz8b2-|N&`65r3?AH9yj2h?!U%##&fVzMC)MrD{GZzeCT-*>s+i{EL{3kmE% z&h10Bz-8iN!YrV5DmTNwA)saNPVGv~iM=86WDU%91;id}%f{yz;R>>d;BKm#;5>oO zXf#3RFoybY{7Tvo42%#jfX&fZ^TR#LU+{XATjB&rnN%{GYP0ZeX)Rr-e6U?YH)u5R z&#a zOh_IV0aT19ObTxgaG>>%)gRBF$n(N)50r8S<~hj8Jp~jZ9n1%?B0bDWup;fuORyrJ zEEmKCmBt9ne>DMKc<75dQ@6S4E6y(bf;mu+_MDN`%W8%M#)4VUCR)f!cCO!CFJO&c z<|x>~Hm0Fa){hBBxZMGy9yqI@-S%Q~tDwPv-@i!lzM@d)oe^(BO1P()WV<3O<&inT zVaE}ew$><tday8X($fkX!lf2Vm%e;(=#8 z_2K;y>Dm^B!?KUOjOFQSV^(7`i4!o|0{q0+eD~m2c|7|lfN!urz{CJophyfiS7sMt zX8@%a!ap(}0dg?SZ~3^zcP{-WF!1{mK0{Jpm6Rqyir89a_qz^7$Wmy#-bjo%xZ+4 zw!?WL#DIka=sMc@L^_!ttnfcqYS@1BS?E+yr?*xfNRt=eYLicFNQ=0 zV1=-Jd^+e$IorNKQvdDReZ3=VK~OWy_9*!?6vS(Pt(2C{M%V7*(UqS?VB5~0mCt|o zK>qJv;R3D7j{-g%$Qv|Y(n92~QILzRtTM+6BG$oT5&Y3O^zyh|vPh!%N*sMh0Yf&+ z%z(E)GEZ}C{x~tufOk3Ip9*vJHC}E3l)g#UhWS-Zis$qB1KK{dmJ06cLC77p^Xd2X zXB+0|9lxL_>YgCVI@+aJivY~X>%1~Mu@w0$7{@R@>~qRR7yL~KiV$tx(jXmXGvC!7 z=N2>r)b4G(rNX_wqV`5ih~@0h<(X-LYp0h+)>-HLncdl^VA8;&57dk~<0;D)Mm!Tc z2pyfceAQ1{#)esXy^(eIVc;on6@2zW58%Gwo3@$1GLi1L#-6L{1c>c8!8DC_I7D`U z=*etga3svR0r1We=*}n3*r!;MT}l(F^OL{I;BJD-Qo_+EIV9sZ^f31mlXlcD4 z$kw#OrsmntmbQ$k(_V82g=<<}Fsn57MzWB}(ls@KvcK^!;*5e)YvH!DBKBOMAG|!T z-aSd6hGq&&{!YMObF8-meSm?#0#PPyW0xr8L~y4ALKBD2uXpcWm3a$43=h+$Y{B{m zJi2$P{>%lq$8sCP(^!2#HvHi#sI8NC>z5*Z*b2V1IW!U5%hTEOC8E(%Of0sLgE+Q@ z7PjHl9>B)aIW(1XU&yB1acj84qZ0?kAtfWP(>kk8IdhM(kwN#=T^rJOvgl%Ve;NW$S^1$ zOij9L8HImVQI=v^VvxlM*&vBTmNw~F5e9Qa!(o+ce-N^%^K~uDlu@b+8fh9(blkJy{F^P1LaGjZ%ZvI)Bt^yo#EINQ zwK=)vdTIKH^zn8lkQwn5|F?kfL|{rH4xpAVxMFB%%1JES&Bi!EaF(%%Y5b)ui!e>R z%d!LP%Q##vSwM3$fAgKrB--+6x+A0%0!Jf1)C*gcw`x@!b61>J;iz&jr+5^X9cCyt zD7Dq~djvj{k4F4W`daOi@w-L^M6SJxKP z(f=@mzujdgn&5+2EGdi_t2mK*Nr@~PBg>Z^XAR2}wM3E(k5Z1aCsFL^y(0zd%B6FF zBTwy+pTp6OF}8Lx5xc}n)Sgo=gCMLYj+^LDXlY`5R_2f0rTR(~5Z0WyhdtC6ULSfn zkVRI?(bEZBJON6MY1tUu7_U=-yaP*FHVlNOBE`-sY%g;5WmnsUGeu7g5j8xG+wp2l zGv{&VeIY}lid9b5XB7(5jcS4o-5NS>uu*b0gC`^Vu~%+cHgu=QVJyUMrF2jH0*ACG z|0RsKW_;@)?3SW;+fk7QG$`R4gSHv!*~E;9ne*h>H)%6ElanqOkB|ak{XOyC?@&WO zeEGaCp{T1zkjcq(C*+W{dUKb?zQu4R<*ccSC~rkz>$v>RMaWf_WGJbvlTm8ZyuagS z%`-9Bc|CLUK;^?UZWNZ!*VQf)5uRefmv~m|RqeG8!l=$|dnWQ4X=onh{ezYA<>pcE zH4@yAbZyv(#S;uTX%-ECo#<`6HH0az%ci<@H+(N`dhf>f@bYA`QcHR<=d^R}wM?QN z;w01gd(O?1dFR3d{=}=T$hbeWrgxiFC@#AINaEG4k{SZ*Hh~7>aDV$3hLEyLk+|w7 z`t|;#VWa?Cbxl&~^MmC`E{(El8j;+neS0?gBykRQzUM^`F|y$@;Y%4s%<~-kNljC3 zLXYN&d6`r$4CJ(5 zTo{+Lg+DfeOLLmi$rh9KFK`I=wpxRi?|m92T@R~lCvrd3R)(CB7gYeg^16(VTd zPnsVJ+&8+>6`Er9$fa!l(UNa0>ZTo-D$$XRSw!`aP5HaH4@fajwYU#! zW)Vr~z92pqlsOr+6tL0nho3KHir$dVC1%U&oDD#8#>Vsl`zRQOVNT+=938*$8j)3s zA=?{bZmbk_nd7rP-*c@BEdySEqffbGXmkB6F+Tnw&hVbiFv)4c0xQ0G=c?*FU*9mT zK!3;|^k-VXAc>q@4Gp|x5Ke7qU#ejMKK~4dnQ>-F5EK-M9_PV80Aw%wI(}O5OBby% zc)_Bv|Icg%Y>)UO@!SpAmF@Sm&FgL*Hz>CMpULq$hKUW3-owVW1XV)T&wc1?(g`qG zBZ!i>7hX`=SqwtvXlQfC5BRd!rC;7nPICq|0%|)$7 zj9ohuNoWGJbQTr*f;#33(^I8yST!HFPb(?pE&9xA%Vrn@5;fqS5MmQL6JaI|8ElKJ zk2AjNi`Xdi=Xk6?{T>t()2w0E@rY~UXO@+uIRS!L{aAEbRRolniSQUcssuv%sS#f9v6XhRQc4$tQJlc@D{K~Of z@EAVy+G1ZeY5LNT(jJ){><7(WhWZAbWdtn0HnQkUM*DI;=`axF7)%LR`NQz@G!{l8 zVB2R$RADhfg#yo*7oE`>$Zg2D6;!p}g|kdtp5tp8I%EIV{<;!qyNIk6qLi=|GOY~G z-|LpJZT9lJO~LioBjG`YW3$b$t$2-@{L9u-iO$YYZ}Vw1@y^QGgQ`BPFOQKmCF~6t zI}clflZ{013Yc9uEA#QORL2J9r4~CGS_S(llHLyN!jS2)cb6YPJOjG}ESWJ^v?8(5 zlrXWhNJ?;OjfNX+{li}ifpB9c09B7M*&6k7jOV${OCLqE*)%1@%tLKy@ezOB@!(vF zX+hs%WWfo`LO){m%;vQL&4qqdls$TD(&XZ2$y;u1sBq)rhfXd!wP^P zXduwt2FKM>w&39zk7P>PN?uWkqSd&uX7W{763}pYEF$BiJeaof{45ja72eB|OQ=?r?LORb zViB(WoDn#STWf}NNgkp};C^r&SDQgISuUv_-#pAUen@!GZe|VgCoNRJJY{|SGynkQ zB~wPy*6G=>&!E&q9e}B8v456i7O}Vb9+tk5XIWk6tnH~{Q5(lfB4|%Ru3&NZtVJ+~oVtVk>5F9g7*%RIz02$g+e z+^bEi)UyIJS2$+?D(9uT+ z=!YR3FR%!Rq3BlK63F$gxITpJ(C1m+Cv4NRxDy!2{sb0KA^?n2&aY^)PVJWYLqyFz zig0n`NkYen06UR~OmbkCnlB>H3wp}bdB^I6g=^T`&oV4b43Wh=<2a~gcXJv~C+vhj zd4S=86ufWuO(2TIb%LD-s>I^8XOl$5;@xB&t zS_UwPI?N?Jd1Ap|-u<^ZczAu7S1f2J*7%#b~ybsLG_h7cK5&%Y)2~5 zGKDB+Hr2?8-5ZL!9fedaJ|`E}i#0=Q>UbU5M4sDO#j$Y>J4b2Isn*fP=kTr8w5}@= z5ShP>f7C}zy#?-Dn(*2l^8StX7LP#4`HmWUZQ<}~W+gUK$K8C@7)&NJ#`ZkNeN1Pl znpgrB;RIELEP7tE9WL1FW5#MzVPJJZcS91{K;p_f!{NS%n6>jxW$EHOBTwzMtGG>P zB9l{wpKE`i!%EPn{ee!8G`UJzkm1-2uAG&&Nsnc5x9zBDs6endP|5cgDyIC#r9&ih z@ZsJf6uTi(3MQvo7BTHGBdLhUE*PPi)`T!fRNlQ!PBuwiBp>3zA`$buv{cAFtD?p2 zjJm-Mbo43|JqN}yNlsNXC2aEKPZ?G0B4BooxFrVT%t=m|W)=ATvsrHCRHo;2K3~dm zLF26ICj!0-<^{q%1;MmuwdH_Q>szHM*(w>&@fjxK^MODoRqSJW_;i5SUI0T4c!9@{ z-;L&yxFxhJeCl`Uft~@9?mD&h{f`w!YS-P_AzX*J6SUS-6M|R$3ta=K_Jl7L9Y`^BJ!w{vxv@l|h9I(BNUku@OXdtOz{zjUOIqb|sp$-z&^Uok-9@^8;E}n*F4zu%%A)>4v8Y@9G4v}>by{SIX=3?*5 zn=R4FU5#^R74SVR7u-uAyTu*oNGTG$Pk8tePzS*8QR?KORpi=bkxR;Xe*+0E={F{& z`~GVD6<+7~5%Ke$?K&|E3UBC$?KnxNA>=r$iq(5QvB@QOv_M9Y!4r84{HQ=6JE4&% z{lzDbPi{ZtR2)P31?hw7c%a-Zdzvw!YE?^zDnpa(#trPG!R%CXtqC}!SR&HB%=|v`VKnLftVgpLMJo9N=PetD)sQPYCQ_5{D$x;M)IDpATPd~XOGUa|H4>p@ENCh2&?6g%p0!aiKbb3D+$G z0RbOXIfBJap2APkb4BCJ?af&_haUlD8Ln6&P^bZ!T6fq-0T5i{Wu>gZc*2=D%!i1Q zYO8#H#$SyHOU7?C0THtvsivOzCAXxa=+45TQec_aK}n^5c@=Ydlrz0L6;~+AMYR~L z60=-oCAIf>84lNLh1;!tc`*r_a|4^^B&70_hcevH>_mWCd~mcl zb_Q}?(Iw9w;tWn28sWsG_RGUc1~eW-1BCV8(V{RCe%_A$Ao}T*BV7Rl!7Nt4B0 zbaI}k%>ub_?n?>i@f=c~=O(ZWnyuagL;uEb_2ZMnMjPcY%V zP6o*Z)yUEXWno&F#f#54&;XhbB*7H|R?6n?t6)lXNi#>d02nkMM$#3hpk<$V>d!=> zY-bEf5kr@+TFPtkRfB+^w@kiWYg1JsP4S9lWuGUz0E_wN7Wq7~_Uf;jk5YkVRku|m z!tx3OXlIy8k$COw^jA_oVde6vz$%goJ_kQuco5{tV8%-#;)5R&P57$}W<(?&-m8aD zKGlQyR2P&iA!<$sBjt59>0G{9BE;R>TgqoD$9%rM@g2>Q-NifUH+6b#&Q%LcX=2Yd z3ot7P1kJnE_ebCtnuj-Sf2OLZoj&ynWzf7QCO*s3VCRXMHZDUeMoS{<2-gWIUy97L z6GgVb??hp7HR=}FN+8liGcW7#beo3nd?FnepZex|UStdWhMmOKq%J!C<|1pr6c_$o zI|FOrF`fuuyOd90VT0FRvf@1WDu78b7pZwIWv+EDd1{?q>V}f1+S!K(023Za@y$gC zNHsHby`8}Ur6}-*J7-Yd=9)K``XZaeU&C>qS-&^wmc<#)UxJHX`jp{ZL1Mn~D^$zf z3I!B~JPv$_5$*+|QgSgyU`k_2J9{Un9?i!W)h_5A&4m}0KT88&Os}hS!Vhaz@D5io zlqS%Q6mov&xo;YgmKV5eJEM_`7@SCJ0btLX+vLZskY`Mp+ols)xs+AAnL>pwaoeV7 zRt%YQv(1b6q4=GN@~Jw`W@FZA;qY!x2^qnWD#*D#Nt%?tX6rmP#2A+SY@vK6-OFaS z#Ca$C2|@W-?KOG7<@4yr5aknCFqh(Hd}D63c)V(94OCI_4Hv- z+|EV$ z3rW{xLA8)fIytNfFm01#WcV3_Z|dyK>6lu?0+mV9EyRn>-+!`tiN?pfCT94*LTBr| z0>G5xYHqbDzf_t(!hee;<6-2yRKS#%iud$VDVjykIT)cluNYb2U4Pl3*frZ;Wg5_q09y>cCKS2Zk2UDg#|wlxwa`aA7m z7k80hV9HZ5(VAK77acXyJYDLaI%*O-hL~bJwOx=!ks+A+t24qvQdYtC!r z!3n0)+dH7y8ha!eCviW6(N_c(V(rOq%yTnGnU5Es5PJZU5GlIr;FR~qgenim_UaZj4f?CFAgCo{MEe_eG6OK1_)i56+pK5nc8LIsggu^ARbQ%7?ZQL(7}Bp?~lv@doL{_!HDJ(#b^eWWd#1HDHn3#Q3QAzWJ>-`2I zik;HC1uYcAUBB3jhb6tBg)f3iI|GY=P6%_{AfLf5W}Y@4hG@8+IVPwGx;Q)}eNYk3 zM4Xh(M-}~;%8Wv9Caegzb6n_rSW&8~I&D6z2uv@`YqMcRSw7+6@o%1{+D%K^pv>*q zaVD}Inm#NGA6nD|Ub0!z^c#M5C_^(DEs;JD3yiYl)ZboZ3jr;59v_e-uIl*W`GBOL zF$g;7#X{jiC;scFxBTZOW*tj=k#b*zX#B#W_(C`SD|IsoaJKw>NH4~3JS3W#tn%9U zmHPMvv1^wPZBAtsvYt%mODG^x0_uAoMIxWGWGS=HVSVP?7#21bn%Q3sUV(<|dnq5< ziz@rVuHqLKA{QFk?!!rnC|3Hz&~vx6{(Qi5@g(RZmPEkvnk8*y-8|K4-Gq|httL^q z{!IoAE|j&F_9Di%W!40E7ma_d|=l!BT?ejJ0z)$YM^+`U6LEHPQeZIBef%TCiz+aQddFo$;UdyGpEblu$<4#Bka-Q5@t z5ik2&0^NHbW#MBGWeEIR2G4C-2kv_ZxUsOt`g{!n0cT*WedI1&d0V$6l~%e?Rhs#x zWN~lliP|$@%joGL{xbR5SB7rT|GOAYdZN||SSEV%`aCsGEOEvUC5x*-C()EKi4MFw ztFAD`^a?yZp=%Xag6`crq3nhlynFXfFopgKJijV1lH>Z}eLTfK5NECPb&R4rnkSHf zYr-S@!61=mNf3vM?s3@s@J&B$)DpLced}EcC6GtveUM z!T^e)-$k)|pF)XNz+vpX>%f%P33a;HNf;ew);ksgW&vMGzK-#_tE%4R8U=KHRhmRi#xMNhv2W@$LGZ z>9|Yv+(?*Zo^D3{bnSvc8>a5=otE%s#|rJBBi5%?S7pVx0VYH+ZdP@ipKGa!O+C{pLzlK%jeVBr3n8V;Gx_ zv)6SkVBI!=2TQaLe_E;>K2$Sh(Z%C|KY(bNq-9gQ2=!d zEEY#WKHbE^kLVAm4xEKwz!&1t!t+^!S1Z!yc`LtoXyNYVto&dq>lI?)UJ=NKH;uRQ z7wF6IBJ^;t&k(9gGrOXS_O^Sd*CI)wswK@`QH83~&i6iov~Xe)`#z$iaG!PtelV38 zjnVrT>;P9DkMk-KGEgjdaFriZSsE?_t^!r7WFTb=rOCD4(l$^+iOXpg$MadFsrqdt7RN_fBOdnLuS@*3K)H%Ht;Z^xNGM%dgFtTfte-dd{`@?HW&|q&j3}Vjpq~o zk9#&T=f|l&8G&E}l=T1};e!o;OSU)X7a+SsKQST!4k$Amxf@SR947dXd5F*g7(G0I zear(6lZidlO~?a6LGdB;c6@{p$otcW^aTZSR%!VYKaPWrSmdG5gHFM_kmA-ogNC~C zAw>{54myH!h9@|53O;u5DMD3gA4n7!cYkZTGe0KrVY0**GG#k5oyWR38Q{w|xPwdY zmSh9nrG4F6@5OTetAy+bG+a#UB*3@}eKv4d^RAe7!$ZCmb^141;s&939hpoFve+j} zV)k9oVo$`rTjcg!5;5Z{>G5`4I6F@sUs2vr5XM?tq{G@eH%y3T>BJ_BEIO0P-6o5` zkThaoM|kI^|zYgQR2;ppulwK z%!V~Qlf@};p@tjT+Xib$lf}(`NIMAB7yuC%uPko%!yArmEOtP73SxnDvmai#K4X@H zL!h#_*$*#ZpRv8c>rYwS?1wH!HfLZ%rdMTgvmeHW$TL=>DO z2Bf?;%0nAVt7kSQeKS>fy^ zpe!U&V>GFPVEho%h*0K^Iqf3I>jMsN7Xf7xi(pH6zi-ljB@6xMK^4TQcyzSy#Z*I)T)F%HmcG(EnyIq_IC#xx|Z6z^#~4 zH~y+IF;wwoq=p2L76hxYB2>9J7pC_IX~CcxrGFJ)LGU=;K1l0Ib}II(c<%{|TQc>< z!85x1nZ=H&=!LYZF~;M#SiFrmZcIv}g0Gt3E)qq1t!cwj8ZCPj-@y`?Djl>uzZzDL zUd0^|mLsPv2Psdu5~C`wYTFJ(Ar4ZWJI83ltG!9|<i~ZLDS91s)r56{Xre({08rifYGNVePV~(n<+|!Q7lOE% z3XhvppvJ5Vnwip;7mqs)L|eOb?&oQM;BoKoDjuudYip6o>BlpOP8OuRo)4!^7Wt%v zhbUe_%kQJ}9BpwdmYUp3fRn*`r=9B6DxTrO<5mKKahJd5sYI<}bQ2!mxGd^Yrz%DI zp4B6_6eNZ<5q&5U^(-#87+@Lq)j5@s$m243+^GO>+mXD=v8vMNA&Nzi%39s0VzH{q z=OOAtkjhL8Vbq6JRXz_<5`qLpp;Ho8Rrx$b6$ny!h$^s(#wP`)?gK5q%A0dmH9cY= zNAMs_dt-9WlL09lCYL)JKzrjd&a)u~#oQbu@k&>y;^AUtq6D{W z8{II`GI7Ro3=%E_hX|1vNo;C<-5!QbzM{U&!zW)+?BZ-mQ(zYA7MN_TE5bv@!x4`~ zU?#z?`Sqk2CJjrSk*-7{BKi^O?p6-hZPqjU>|MyGI5&iX93&}~&FIN%C?z(0 z2+l{?J{i7jLif$^1$Zq!jV&1gToi%MjSEbDwJ+G`J>KfY`^rKcj{T9vqWy^lMl8|r zX>Y&;QNyRbkqj8&?UIRpPNIDpKJAU-&<{(RDM_7_mu%WWE7 zynRIQXFsGV@Db_~7#I2(`7108B)0Y~X))O1Mz?aTlI4SH-Y#;joRdF&B7?OvYT|!e4j`JLVHm zmMk-Y(va5qY*KB*X4*9db+5F+fAj><{IR4N82$)#H!s@Abp#}ikSIR62uvh$UGT}5 zz+};s0e@V4DuW3%t_UU3tV;>m9f6=&tE3V9S1ky2w;|i;dBn$)PT|)6qxwF9XKE5m ze}aUcC*Ha$@yDcbxvUsu(=Y_pBh;QuU&1-n3Yk6)-)~cz$rxNjV;IR%EvTf`l4d+} z5$aAV*=%S(VmwEnSf)+psFKkBJT+G%nAqMfacd)x<|Tn89l=NTcA@TRZ5Aj%LPkgE z4D3`Tb^;WTr$4|rt#CmePpL6+0xHp|IJ~R+v6;HX9nj;81X+p~AsIeIoYB!sV!tP& zr?5DMj$S%paXzEh#aKpGi$L(SLRL$V+yVMA{w$RsfdM0s{Em;{NDpV-4B{epoEyU; z97yo-AX#2yHAhR@00%4G*f2*54C=qD@QB1oCJ5B@aCT8Jfx6lkKWGUO%RGFvWt;LC zR>Iu3@dJ|}&J;ux06gUA^1|Q|Jp+HNxE95ekqn$%I|>^&@H}MLL=Ay!K%`h9a(MZ1 zgMwm45!pe@VV;ma78m#;zgsO?C4k*c^V@8e2)<+ZAVuO_R0St>69c4f1~9< z+T1YlQfoQd3b&c|W{NMScX3HNIe<1L@TcfS6WTRjX>t^*tqcsh2d=$@1k|==U zhXaucd1*3}QJIFAKPuBDDW@eV88v!X*Rv-WU1<#Eqh4Q<`dE^JQBH?xot}E+tzwSv z5i&_jQteApHd@kV@^0eumLH#V|hFzTLaJBn_j^3u8V0AER;t&8nRCc3r(Y zIp9c=+o@C9x~6bkKo&h5CGSbX(FIr;`JUq!>=E%T~sO<6alc zQM=BHlLP9YkjtrZ*_xP8!$(cD+fT!^HFPYIbnil1y=(CvZ9M2a<3M z&k}#7s8Lm9FU!`kgz4luwFFyv5Zciuv&Qo}RZb4^S6$kWW;6#O^pECXUnkb7a&SPA z6s9j-Jk~zSK(h*_y)ygybT^}+3G31wx>2=&W>qcweA;Wg8+AZvMjf!9yP)lhuGuYZ zPLkn(<+j)JNxPrAVU&-GV7F=Q;FANME;*df+5OB7Eqs(Ad+zocA4Z)JMm;qETQd+2 zBU&^|aO^fk^MnnppU<%UI*ZTo7&W`4t#kb35dGuQBoy;91I@n7_9bAg%!4DyzU$}H zYd^`tvG1b!-lg59WM04_m>2MV%ZB!S%kDKkcd+5WbL$!Bi{X7qv_q-TP4Cv1Gj{XT z3c)-U_9Fr``vlu<+H*I|qcXJS9}2&+c$lW5*>`R2mXiZdyy?0zUswCp1=^C7%x>vx zWu6?sL6}Yxb=2eQ)r7Y0PotVI=ej=~909)G({r}wW1Qe-7u)-^FymCqdRiPDNPjgw z7-~7cs9k9L@;ywO`nr4{lHzZUrq5(($BKo+;A=;nq}`_Zy)zteOP}hG+Roch723Xh zn|)X6x_qDaOnleY)8aU7;P@Dir-eD6>V8@r97yysS7xo}+*P41N!8BXYSY0Hkol}jUVF1E`6i3 zdN8<`2A8}Wv+2OAUas2&>Rjpx#apAS$kSCDY6o%6OPM#n2TR+UjNN+UfAJ`^>hRcX z;tBxmv5Qp!(|QdY&t748kJ)5e9d#U-F6ogff>*=|%<&c&j5?{#VeoN{ReKYh=alfw zP`T4@Dg{M^9VA<@#09_$#^cFJP}CZQWRY5r7oW)_{40kfKII3OnQ}-JF506VooIsk zCt&SwIWXL530btXg<88k-wv%7+&%lTz~iT)ew)36>zq7k!FLVsb-G$$GAD}zqHbGn zm=M1_aYF8igrt@YIeciKiX`SffLnU{Rww!(Z|XFB@$?*k`b}a#yr-A8acY>p64P#C ze4-7S#omm8bh+zE6@3bhp(#>DTu3Iow2XbIL}P&OUGF?Z^A3F@9xh&++Ks?q;4+`A zBjJ4j1Y*fF?+y3GE~JCkbjkX`16P@E_jqV_P*&b|&1YP*D)la1%AYPBv((rumA%)z zjYiCn;=A87iAOH;sR6QyIW8w0y1|@~>O?Kbmu8_$QyT)d%ZyY%BZv`3^ziUNk&0CN zSkjBNJVRwiY6h=2z7Ksa0=qXKzAX>u(nB;i;=Bh-_N~y;!^KYuzV%YEreUz9QCY>JVqL79(-`tXb@#}`6k@jd1dSWrpuiHLA{dIg4IJZq|s1IbDOe~er$X1?z)p0hNs0O$LK_sJ+iPew0JfW%`cy-Z^~|q9E@!x>jc!%vuFji|$!> z7pfCOWq2roN8LlUN5kN&)I+VDO;)z1P!k@w87!zIH~<1+dIbgp+>8`vS#77J<>O1* zz5uJ`AsH9itj$ZLc|$;b1My(WLS4->m@47X#ZUSxIYP1}Z5W)oEN+L6vq~(`dx0sR ziXiFIyqD|KyfnG^5G6lE_4oY%fc0gXLZH(G@EpME3=goKX2OKwP$Z&c30g+rLjjFK zh2!~G-jp|}3_)YTBS3=#l?0#M5x4gv>6uOMsIhLLM%Ho>SZT!DR_7b&;H-%{Mj_%9 z7H4>jZzN@_%d%6V$pWDuLpl(j*hCo!|GWXmDAAI(2T6Rbo*@kzJ}Cp??_Owz2+WB@ zPwtk7^M(bWBS0XHLe!L5aEpe=Ca(%TI0qt`{2vOPqyzD(2$C+-UK5>m2ox^frPT)8 zrJ{*WhKEOwntxGkWq?3cdBAD(he0Hqly^R(8$L}>kn;^5LJ=4ENR1rfg;W`cp$?X zwbfyC5(c_k9!9qqU%F-eCk6=>h{;Mui&M4I&W7Y7UUDZbaVjyB99}BHNMwaTf zzNXh0KOxi@i0B=f(F_%sNC@?Ad9)~OeQw$2#f7=R8v!+|+yACC11eU-yTm^bX^?d5 zZKu73KycmWHqf~pbIX#Y^2}4H6VSC9mqWtgb6Ex2XzVV1DuSfjN*;72Lm;?rv-FTz zipX<`7$ufTw+r&v@ZkPgv*pe%4U;J+=6Bx?8(llZL(;pWBkl|EK#k=Tj``TP-G=@m zxHqtuV^@Kh#s2P=2lGCZ&&cl>_gM*2QQX~8ACd+sZRg6vn2SQinv;Pr=?ZX*daAgY zxq;C7V+nP#JA^77|mK_)^`yF<5dy`G=;11d64k79NkU8M9C&I5wKRd_jZpJr5`~9*Zto zm_^+#{$qh0vp6?AoYs%2rah?1z!`$LMm1Rkf+6l?+04uMXG2BzKeU^Hd1N(|1e5tTLqz>>NmeIw-dS1oCyQPzF^tJz>q*0^s8^@D8* zNw?W;m)Y&Ybs30#13U*p5YXk^@aOT+oLR%A0|ryt9)z{ngj!{PNlcdD(IiGb5|9fh zGmzEF!!(Sh@|JzD+W3A%@CUEYKrLs27#&wNreKfoM_ zYIA{=cW$f2Z;*jt;mS=ai7vhvO!;-kj^Tqafq{r5uxNA@=!4M0cv~K0v-#(`d^f!~ zkeFErtPEvl zw>%g`$KNMiwk&I3(*^E97*iJN9Ee~schkNF8+=CG9a^~dHq+ihpm1I0w$ZsQx@CQ~ zqMGI@?VE~$kHq&J4wRRbTt6& zM)Rp1k`rn8R8NxEBM(cO12GiTSO+58{E=lp$Xm7uGBOZ;5rG4h1hJtIY(d%HM2Ya)m9Tz6@R$r6F6ar{a z@b=3p)6*K|+J7p7q}zZeI^b1q8~r*AnG6FE*MY@8yjEN?K*Rpr21#+dpvOlW zCTD6qKrD^69NH^H-9%z2>QYG{NCs(R!Uuz7fE6imAc-|wq?N=FjaGzLIE^95B-x#7-;#!i<2bfzp)%Xx&tqbiOM^U;0~00xxvpfcAx>Cm zf8zSS+x|3#@*m!lAJ=mD%XF6FczGxue*ADyJR({9CzJ9JmwYyDD`|k4H(ag3!53#I zYqPE$>V5cu=dX)1kz@*WV(pB>fgfe{*r7dH*fGG0;pyv6w=R_!(hh~KYln_z+cv~? zpFwv?+x~uG-jL4$`!GJFt62`C_#~19qE64-_#~4bp}yfy(IB`A7Fs9LKoPF+VL{}u zM5lTc2Wk=wj>s_Wq-}q{zWzu=p&QQY@sPbsR%j;KE9ydwJAB_!Ru8OBgA^`HC*Qg{ z5g|-htL*lCow~%PPEu4yx_Bht16w>`suQ7aE}oq~qn5+dv)T2w5;xlQrj_3&A(Bam zGvmeZUZaxs9VUI}k*K-4r&nYzCh>AS03uFjMZ{kNoh<)i7+Pq&<9Z{>%2zg# zAJrrYkM$UZW-A&3AV4R4h4Y>h4spW5`!iU75QYMskH(`V9*ZT3Q3!*KLX%2@OELhaI+J~cQ7javjDo*}p%Eg@-NL|B z>%OB#n>!hig~6?<&Lz%Vkyroz=NT z2N|A6PaL0Z;>T2HzMnCo$!kI_p5{-bg&^v*P zlxFKN7#obHTpHd_9?64{R%i^LMgC1KG{&J>l&pAf5Y70Ydg>^6%yd~h*^)La%1Zqd zpI{+JF$ysh)@+d$3PBu|X3Kpr7xYJUN6MH0UQmoaPYHNX<+q?}jZ&^6_ z3XPd8P)#QWJ+b$aMvAL0riefijn$bfDjZJIRnCJ$dmAjUE1crko2hF3B%By7XX_SZ zfJp`YH<7l1B5nKoZ2>Z!>1OmTfQmqlq(;)C)wa&qW^#trSFtQ+}yi_uL+wR#}S8D~Zr&wlM{ z^Y!8CWXG}Lk;7$>;i+OWUm>2wWR-qQ+;M9XhDC-2@@q)s@Q+eSa0zz95-6h+ENU%a zX=7-t*^m}PBdE1$!R^FgEHFvZ+J%RNxCKq!W@&RA($3!o@-Yxy6XLDd{^zj(!!i>7 za-1dEq5yt91YvmP*bC+g4CfA@A^F#E5?w6B^-AE6(}HLU=c6~vF$4Gkk}W7|iakry zv4Ao%?y)%hB7cSX)kiMcTbT&E%>C9#2HObb;k}ByS3wdA{urazWe-ULXlb)oVP^sa z`B0`0O+~nS6>ViA>@tn(t7N88AeE6#ovz!kpwP^^MY6^&kSIg}i3hc=TbARoZj_@_ z1&Q;p9dIc&i&PL`=|G+{f~EwG;s^wIy0)bh3KrWL;LV{o)^ruu8Mw1FU1zx2{FHMK z`!{UUl#Q0Qb63{3*KIZl9cw%HaJHDIp{?MtXfe?-7SX4>(3F#i zesBpdz*QHNU<}pf-JE-ve5%`8?JOr}oq%{Cn}nG4K%aQb(@O`vTsxe7hc&|{crG*C z=nR*&hsiM2buzK6p|vdpmII|0g|!_BEKmKWA)OG zVKlTMa5r-}8sOT=RI~9=%bIht7S?nXSACYdtW8(vr*klXTO#;zUTuJcsa+DOxMw8T zRz6jb-?4aRLf1VO!&WB3F0(&#(wW&WVmby7@71>4+Fk`o92*{%j4f%hS4*7T3P;A* z1CF^oGw1B;))~g0B@Zf~pZPpa{B|>s+6uTE^Od^*>dneUUS8eC1S;is$mzljES+!d z>&QI-ol#i(FZ}@mc%!^Qqr_!`Q0C zvtN?m;N0@A{Wv_Q9VVQf{lBu>-&s6e`vo?%75XekD+E2%gXc_v?pZFz$3faAlx=J= z!3FTKgK?M*UePt{2M=5ziw-1Klf1aT`42wB8b#8rL(x6%bcza{qO`V}zox)mC{1_p zOJJ*geOV6RZWPuN1oH%D(yY*MpSrBcjqgj)5!D`h1;8au*RePs zu02R5=^vvsWa3CNyJ;^LdB6HeH?F&Q}-QKlQjL-`^@(tu1YSSKidtARkwUs=2lISQJ~C2)j)F z%*kygzesW%@bF%RN_&+ghxd=s=W0a+wxsfN_sx7H-v;^URnzR>yI0j#Cc-Y$I5X9l zX)Kc72t0h?&lu%?US95 zKeXB9N62$5hRH!+&nxdakyQtM+&a9jykmUx-G_0V;lySbS6&@34LzmJOV#ZEy0^0X1~qvO>*94EA*9OQkMhF_3x#!@({+A?5X^*FV-kd@2*%ygX7h)N zlzY{QGXdxrgtvNhvf1`-X*=6M+fR9uVG$0xu(5euh$b43nF;ATBSXk@bi>Ic85`@h z5rH(KjT0Lgu5#qbjs;y0g-G+VmVb@kjMh`v~4;hQ3SXl&t z9FCw5d&noD{o~=s1tKvf!A&7KXT>?h?QJkg&eytrO^R zxp#aT2Xi_6&6%`EK{v8rsY3L^khL6PC(+~GApN-b!8;HUFiCQ98Mk5+xL^F>k!)RJ zQvA5#%T}Tvw*tfScPT7sK_i~MG#CrZ9Ji0Sep_^sBln?`Iy2~cad|E*CJu3Tbbo;< zYuteomlZIKiR*qRPjOkOUR+!_MxF;~N{I~+RAJ+3lt*=$te!_BPCXA^f$5?3bPXmX zJVB_ep6Sp{cxEzn$J5klH+y)H^rx-8P;3HYadgNYMUqbwM4gW((LJ^Vc70#)J(%N z)>>$^o+ebX1b`_R13jy&1d@~C{PE;Uh7$>@v2aPF$D`@1eWSDb6)~QmS*863`3*sn z{Ms(04%+v=X3gdR?$H!4Q9+gm5rr&rJy21t5mCRzUl1QiB$YoY5RUM>Jcdd+u)bIw z4=VXhm&?f$M;GekIn$=a(M|C>G1{L7H3Jcqgi1vvBIQutE}s~q7CNO{U4 zQ^QYMu%tP;qTpKMOva|)&cil#{(0%Qf>YRiIkTjtkWKLt^*bxz%Hc(c`&pu*p20*t zDkgdiXDncR6&yY>c;5AUtofmDKh`Y7J+kWM)I;^|)|(!oPM$L#TUuY&c;>4}QN=`( zTjjTRn{1%(+Y(GE?twWIL#9|v@oMmI5)*6h?~(9n?$T}i>durS{Kl+gy!4(zC&Id1zv)#n{m#sm*ohCOlvzlw*r*qkgi1vv zA_{4*V5cUM;F7^Oo?qRAalk?QVa)|%3BG&|PcI>L!Tu`b^Q(|XHpNTSZ`^TV^`iO^ zDihTQ5%rt$#0CBCHRSiddvF5?Fkyh5iB(+oefK$mF;J|UHFDki4TyJ7Kn4X-B(pnZ z5e)&kQ`V~LcESXY`9XP_>h%~;lgB<`LZoWo4^})o`1|+Altd&Qz1jV- z3)NpB3!WE)4mRL$`4e0;wwXSf6T%Y$d*y;F)yCvW{sJ09l7MGg*c%*7DYBEn{$V;oxhw#5MTNR!(xOmVS2YTZi9?!@Oqa=zDL;JWCw0$e8|e{5Le{z@R3=V?gJ@^7 z0HrZ;k5Jhnjsj^;7jc!GC~Of&p)xhsBS_0k+{^^RUiXhsnYbXBvP|65^#mp2f>7Db zDa?bRpYARwMUpi(q(C>NPFi5fqdO-pl$MK$Co9Yz;g@W#WS1C^MdL;Yr9NKs6HheTvcd6ND0i>*u`^JUy`s znB@U9rvp~aG#Qo#%`|mJY(n#Z9znrdm@IgwR+_#v3-O=)l{EyYfXR9kDuT!wLj1>% zNfsp$=ZJ)3#v`-ZQ@p5F1*w~ANs;M?1Jq<8GVL7#Yx1p@$FCHWv%cfltC7!%hBA>l zx)8|i1&Q#pUsTs#x_r$B)qH zCkfZf&IYTt%f3>;QM$33Aj^=ARfXs_1JboqYe$kxJ!;JOGrLE^!F*DgCc|!F9hsEH;2C}D$lwc zt5Cfx5CZFbgV#jLS7D6^>;2LdAzV4e*_DmL^ljElNQpCS&r~}jL$V@}b3^(*$ohq5 zwX(+)>{pmNl<6F=6t1M$JBnQu=a#KA_Ol8M`Jj^7RU68La7#jGU4 zeiSYYgpaV75Ie0!Q;X8&UL|cLYd{sMpMeRD$!;AFzbOcTeH#F%<}QgF4el%J1t$yi zNd?MIe=jB;o}drTj!#Zu0CITmYj}^CDTiz*r<5zw~K$0uXALzcR^KWEL|@F z-`dOUyE}X(aqz>P^{O5gj%6keBP{iCJO52`8tD5R6#hm{@`&Q~)bEB}=AS6pa0yGh z9DNBY-q0z_<>*UI^WD%Z19bOvYVg6L>OLU%0|1|jD`E;@Pt_m@F6nbtpo6Ly5TQtcNg@?rKYNy0}NOPVLV=h1i-#*=kuh~1=K zY_p*7V@~ezZ2L)~J>JdsJsGz-g{nFP6QgniRCM3Vm+&;ArA3TDfvL9-&eHjoMOM$jE&sUuNAg)L z$d^U6GN62P+>513UI@lg`MtE{elc8?JU@$`ML~)g%lNXq&P|?$E4+_#5XEd${6ncbJ%n5y6NcLPsnWt|UOd(?H|x zYP#vwkoGmu>kudxFAO}zXt)_DRD*+beK(fGwIs;Z7pcnwC|uu$tcf9Wp4)Q(nY(z> zqD<2#T9^8lde2BXaWFtK#0FkxHeb-r7k@6 zGBLICJ9e#=>nZE@TXTeVtE1iOXk6i1XEp%Vk9t z9Oy{Br>nd=iEUa4k2ix#IlYlKMOJ5Zw9E01{41Ac-7N5e)PAXE+<0IcrlxsNK02+9 zqssNu0y=t;mAHaj2vm0?Xr%OM4+>S?3W4ci0m#Z>TtT_8v@1)ys9^=dj(X44@qCqi zZ#h*%0lO|zQ*+&l`)~I_pt@f1E~c*10vSbL_vpukWn5I(fNt5Jm8WEA+T) zLH*5~l=D znQc=mh;Q0&-3=})-3a+cC^tfNgykHI;0fNYCe(k3w0@q%C6-&hlgAqiKcAVc3{JJ0R=Qb2Dh3p@IiA9dll(Ki!o}QLXL0d@UCZvyR z-0w6S+@}YqD7+ppZOoKUAVSnMLrmPQ*?X*NiP5H+e z{F6h7+D6^Tp1xx3W1wHvTkcoH@iT!gBZaa|#7>bOgJfyVon00?t4Yu_8#je^A^ZO1 z_@Zf=Sb?Ym;Fgob3Sjg-Mes&QCHQ%y;6Pd6A~@jJ<>yX|+1~Qw8>nPx(?B z->#aVR1N=j)&Iu0>W%+jUOzv)z(uN8%fS%pr9a*G2f2A-XZ;yo3BE}2s)ipzrTxKf zt9-}dhH)_kbfMC*Yho$jT}}QlfQ^8b=O#*e+Gu>j`RBOiaCr)VsVYhk5m>x7ev#r; zU=b?sY9`0QZ{5&xpp0jJ8UTRiqQ2MYX|m-d#mi;Omq@A)TJ9BJGXuM?Vr3;Kl$oiU zRbI)?T^X{8b|u_&dn<{puYKiwCGA?tPFcIi4qT~8y)tTM2_%)zoOy(@GQp9`8(I4+ zX`9!$%)Cfsr3mIZ*WavMK(1XY6%T7yCku7u#vvMy;?*Z_mWdd+mS*OyAiWWv$jar7 ztJY`ce()V#nGje<$J`P&6+`fiKGFqH-?yEz;5%&_58QWDFtuyo6}6j!;)z0~@`6|J zEP4GZF9?+lk04pQ;amvU?$TRs4&zlog=xUVxJB24k}rCWTyB2mRltxbq6Y50kq1Wf z#Y1Z97r%LYpFm|%8*rnbed?R%`|U&!2qFvEXZ82tnk47f{#=~raYSZ%v?g2?I*miY zEY*i>p`F{F9Ia(#z5gC#ab-mQM&hl^#;%r?JD8lIX=N4u4o#E*24BnA1UJ&HN(2MF zz~n{pHnYsW2s__BX>(rLe|@x_ruX$n^0V?+ej!|DVoSg0C0!#`C*ath2_W5DyWBjr zSJFuG1bnjhVLtMKQD6C;VT|;(uiRsJ`XmaJ82iGnVg3>v zLS>0CaKEE544?=TsVdxn8h}cc**GH@zhru?z;mo*s_*=L9SeVWmI83nVFqv3(w^I(Hu^@x-81s< zCk{<+w-cu54>aM3jj5y`PJn4JvaP7at|vXX-@mx;G11R+6h8`%5*CC?FECX?dYC<= zP8@lMKhik?YSk}c#o5POY&a#>OGtx<#xys3*nY;mR9;QHTHP6?^6a;D*- zEI?)X5?;XinCJsNj(nRkFb%3`L4xQ(gC-HL&Lbe92pDAjNdp)`!jEY!sq`COM47dC zRFdFFV4lQ5^i~cTY^1+n7lwL~)Sj6q(A`=4g&n9HZwPZNDki0YeCmUZ`U`VQd~=5C0v`%)_{ zL}j9t9@DHF$i0yX!WA@gBG47!7yw)EPVn!&!l|I!=*fGx!ZM5 zzA!vu9wrPy3ABcCtD#(KsJ9v@Au55^P%kyKTMg~fhj!~jW78A3VZBevw|ww&K;#DY zISuh5sEa9_v~(ze){t&Bq)QF?Rs(ecc$7eE$d?+*t%h>xL%H>#(COh$1a(rrr!NApW01BME%&2TFAQDF1F3*Gj7bHwylVMhRzZ3$6@*I#;nD-j z(6!u8Pok!0q?b-)d!}?L&sy$-HtQnrIvVk=NLubXCzUXUs^x)I&@UCR@~q{5X$AdK z!MIc~Zao;69?+{nrdNaCV^t~MxL%H>Vez?oHs9lxvEpM0duH`H$lQUFt1|ltOH$qnetAUkE4e3@x;(eeDQUm?0 zR_@A_C&k;ld3n`x7S_laviKzthN1*o!?@Kjcn$5j)W8W<39JTMp2Z*QQbXW<;0*oC zuwA6+XSKyi@s0w#JZm`%FXRkSJhuo#QUa}^-D+r;8v3mUO2|r}HS|jj<5t7C^kLlk zKtHS8uHBzW@oFnx9<`iB8FGe49N4I0ObE1wa;u?SYN)pwDmR=8f!0tjHMCm|?b3&K z>jV9)UhK|&QoL@ImXAlv{}S^n7u3b=j%r^kvqnn|=~hF!)R1pAWNt#PR6`zlxztc@ zHIz#q%B>Id!#&2u{iG6w81(GCyleSiqAukORowolCSM4ohQ*tLn} z7zygB%ZpecD%H=xE26Nw2mBE}wJei%xmvps>vyqs7ooZVL?+)@XlPbb%3mI}bsBIbG5U z_xu-IRW$EO%#)B=SR>`Q6554;#m3S3i1|F0vsn;6=)D; zK&ppXw|8Nio1A468JhEyd`POMum9E)XSwT24{yHvuacZ{AT>wg#|8X$SnWvKlqgUY zl01~aoqDlODKZS0GFe?H%S?fb+z*tn8NTb$6)&gVTWGQ7t6*>!a2@2i^uohyM>bbh zE-ncVN2)3GKK6UQmFMPwN*M|#!13lnNYXv-1ri#Cg5eCPBD9O2Y2!FB7eW`$Sn5V2 z1m{-KZVW>S%o!rkYkzQr<=6>WW1f<|3)P>ZMMILAw`E-{-sz%UnBZ|*h%ONh7oYNl zIvoCVnr%j!%v`kLfLVz4N!CxJK3(v_D%7i68qB=9(O{MVdde}6IOapA>f3Nr--e4G*q66Ki?{C{y8`w= zy_D0uw6d#d>g*O#ID_0SI==_<8g2}7ed?E&9ZPd4kfXP(ji7Q%3a22lEHVrU2`=Np zFeZ!z9`uvo+}cyQrkW~@Yj!A0r|9mW1Z{P{wT(G?BW+d8G@u0j?iUg){*&Y#;Uo3a zmjFq|QWt^TW^Tez8d>DFw7JBKMToLUEnLbuAQfWbXKqje@y<&OJ>m(x1~}ne2*nXrD!k|S$r+b?cZtTkpfok&N+4s> zSmwq&8CcI50V>9C6)UDg(biZ@2jVRVEY=VbIp$V5^Gs8c&or1(kjHKCw6@<-PN#;0(`(I&{1l54^jj@oX&K8$v`sOIDW1KhZI+pz`DXD;hFZ8 zwC1WDx?{LX1nmSVj;z^$d%K(J6HzI)uEVLZrsUSH#M!c*DT6Mm(N%WvJPCork z503nrBu*?-U45xS{>N+9STUrqa*QqeIX)#+$&<^)y!Io|_B@T(z<(a2Yv)=Y!59^{oQwtbEn%wS3;!Fv_l{9M$ zC?q}yE|^IIda`%56vB7ewE272-rt7l6#u2jR$`9Dqx~ zo@tzKg2uaW^rIwHa(K&m$j~M*D1%s-WSy|L)3`{Iu8c$xRGTIjA_%Gg^B}M5M@Vk8 zV5s4Gno1d9kI4iJH{Ot<mBshVu)eY=JfyjdY2{Jau_{t?#HNco+y$aK~nGF z@XRv}Tp);<7zX(JICz=*L%)I$+Hz zqgsgoQe7A(fOUXIp?%>Jqbm(j?F5{D4j;kOe=6iI>k%Gb+=%ujZ$vH8Yd+41$0qut zaW%SxUTFk14b21HeUgpaNIkcuH~m~i(Hs+ZWa<3-XQxXla4(7bwuvt3aj7PdZ}qny zdr?fEuRSB@YKu}V&$vExk*;-+=Wx2Ak*je8WSLtW(LSQ?ON=dq22=U;Xa4PoZ#}p+eQ4tM-L`CZ+Ry{ zxgD~q(f6$!ph9~h-C58n{N_zM0&$_$ykq32&(eUintYH(p)4byAYZ7(qJ@!A&WOd` zHcN}3V7rLMN1(p?f6^;6wD28e;M=NxA6W^Ok%fU+M?1m0LuAnh#*9FQQ*b=gC zb7_weiQ56d`=Ki&SG@cvU?_2Cqv8-BuPI??)8TTb;wnfa-~X|mDM!7$Pl^6DqIC1&YwDaCsols3=F1z%R&>CIzNf#m*$E62fP z`x0y4@PnXJ;<)LerDL3eBfYYm&UW_4PC6!_-@C9sLU~)mSmqz9HF_MAp6iPv)*_J3 zBH+znN>VzDB+%h<93+jnk|JXx*p&b}N=ok%($Ea);e3d6ucDUn8A!o>W?+Ae+vBqx zO6cZlFEsyz?R(?oLFb{C;Cc-FWw(XpK=>w#%k=00|5lSoe-Q`)+eO6KE{;1A z**|rx`d!9r1ssnoFwsLG?{lXGn&K70hNn6MuO^c|=&4gIIu<$cBCsF8=nd2dSmeYD zs_ilL7dNswp@ZIiJtgqF028~%;2eWl*98x;&hI;)lKr9qKnhMH z6g~_}z^G0OHI6Bu>RAH{H$@S$JO1P6&qMA;wVS?To()A2YIo`o(9njp?68DD3WE__1UWsUeGa z8(YLnUbfP{)XB1Z2#P?Q4e%hI+~Fo2lQ#7NbK-e3M6ZeKET`4rE2`Cz$G$cu)d z;q$P;i}KxKrr50r#HG0OH)E)2BVtd?s`3bdnerV5x>~k}r{1Xrn`4CDtxDQ7qG~5M z`J|@1VmSvpE>4LYrYwJtqAE37=MYdRNomL?>Ecia7*6T%SzQTyJB{(;GHwn*PZflwk} z3^9aW1iIv?LU$yvzV2qv>{Yid5#7#UB4um9SA_R_w@C{%r z3ks`Xir%CsGYu6DJ+|?7P#{Z-+W@^zSHfc`l8qb3!H5$McwU|7GykMNeQ2pJv`~S}|UJ5<_$fr6UfT6jU_y7>%7mAxn$f3Ocv0 z3wOKmmZj3ZBYZ9rXyrbiVt&)KUGfW9d#lV$AefU^mjlDfe;15H@UOL!Zjs zPuks7?YPqa_j%zuUa0jr2#)@@WbHlj$ahRr8^7nnwqUB29UdboI)*z7q*lIa%Rw#t z8h--sgPdHW)2kaHD%-PBHK(&hQ?8ATr@!8ta?osQOhP`qbkJI zjS1eCLkY@;+^SV5C`3p4X%mdd7GJSJ_kr(c?-z#=5>OUJK>hiSa(^Wxzkh?zL=FN0 z=3b6YA3A=D?;NbD*`<{!sr5VLQ8Z{dH5M?;`~_4E1%-Z1p5kNwqO*8RQB23{EPO#oTFtMfx5 zV#vw`)mgbf&&p*%3pHoeVxgn{{;A=0_nEk%+6QR21N6gi`!gp{?*M2-&jPUKmhMvm zdbQlh6i9C7CdTYE(DP11<1-E6`Tra&E+VQ?Nl(-`EKbB~B9^$VEErH^+d=M8+ZgCm zaP-xLl2}h55KsDS@I%Dt7pqW5eE{k&iz0+gq-QHG5&P}{SIGx+WJ7_9Y^a64UE?Ri z>z+`*R>Sy-8Lx$3BiWDL${SVa^Woe47^jQ)GWkwn7aXO=5B9nOoPijp4?u%aKp8fQ z3^S$QT$Rz5Kw^S7*guY<>dP{iTA}bdRRJzz`}9QNG{O&nb>bqF7BV<%I8{O~y^65u zbjN=J-!~NyPA0=y!q+7x0PpG)dH)mX+Qb$-%3EMjIE#wk?AX-%0HYp1K4A4Q*q&06#^3q;7v*p_3faW`m%SPq>Y zO^wCNCj_!N8E_%W9}a5fAy%gdWZjdB9M^+hTD705-=VdhCLDGBJ<6X7g_y2ut8+*M zgVo*%8_CTVLCF}}&RU`h7o8pX5MFo@iVp3y2dMP)OCa`LczS>)AybgO<%GJK0!d#r zG%sh+)z$foG;a%evBDY@?dOZnWIyu+1lNd^F*r|665eXa{S? zb}Z7~L{4W}NVU~?Sl5}Imd0lAE(3cdw!X$?>X$krkf-=Qc!y`0PXJ}1AG5c4&cx5OjdUDtF zCUTPH^Mop%Yao!W`3$&9d^R78EBW#l^yNntxk{}3D92Hht72qg0tTdx=@MD0=vniw zx{F!~6L2hcPNl#Mu7Gs`&*4F{uVpIZQlR&SzaRQ9j2`hoKLKZ;w^zxZkibr;iIOl= zEc%sgrLzh4mh%_piV@art*C3mw=z89UU1E&3GkZe^W%;I1hU?4hEr*ayI-e>16v5% zLQuXT64%c4Jc;6)i}PBFE+{0^R7^vPizEU<+|Zh0!Y&+;Lutx^&f;>$RM6DWlB%{s zo+4eNUNUpdA z;@^tET~pZ5-qP~MRmih0nTABPc{Vi!<~?3!CK923#^PiT&(E@XS30x$0F##wkEov? z=f=N}K{sKA^ciy~C$iWheIh+-0_ho6O>QIo4&jt%kvG}+*G>F74@c*{$vdfKCf+77 zy$X7N6jT@=F492@z)?jG4Ts0AZ<#5u0SdCN7={9bNj3%jHtCsLod-`mAZh3mEfM-H=47`Gw)+3{FFgV163c&98Dna&1kyM5liK)36Mb}CQKUArG-^dar zjFFnsHaT{WNr8M$VSd@9k6u7~&|z&L-N-R6kVzlIEDe4P2TVFPpSpz5L#On8&?oXV z<-DKroEq~^vAREP|8rCRh2dbb-S1YPJcQ!cF!{n)r5$|`d@HJ^VC1S_5P2&Lx$cGx zmGf@JY{a_>Cq(bc($sl3-h{AJ^VG<`n=a_n?q)l!MoG~iz03GalxyRSTYQH(`f{8k zapdE50C1E-dTe1Q-W^tC$XFm4T6s6YFqk166mgptuYZ4Vq-Yj{eS47e&Waz9Rs}Y@3ssM5nAh1^4 zY0yRSXHB>^r>7Xn$L>{$++GU(VfjhlLexnSh9P8&Qh)9_m%QhsOXSY&LyLDaKq(w*y1Nv382#pcBid?{s7czh$Bq> z2|Pzlk){yc{_^C$fU8V-=zMTrXcqY_wGoI1AH4|g4riW>v&1}6F~_vKirM4{6v?@vQ6&Z&r+Pirl_D@2CVQgAVmjltoF(WKKDi?dLZq!x#xrSM)lK=qPncRnok zuZ4~Rfjsi=$l(mctE8=#E{RY+4(8YjiIC=u#6n2$l*T5XOa@}LiWV19lKPbW7iKcx z)hcRkZ^q5j{v$d>-t75S8b-3%M9>(U1u zrq5!p4)Q@KhJo~`3}I}~mmsuiiafQny|a!L;9H zNn_?GmUL+A?9s-PcsPL3BiV<1d+aP!kgjo^edEM>r3($QW8gSd+3C=EJ7;3>Cy932 z&c3b8FpwU_PI`qNM+&m@pksRU0^-PC0IIVWpr3g&W{4XC6T!{`1fV?tJ0vvD!mjm9YFovM|e> zx>W|?w8jx43@^OjZbMFgNZ&}$Ha5Bl5sI^g@y0$HizG$$ng|S%K!++6m-(&GW&VfC zm-+i})GGw8j9;351Q?6`qQ5C7)P24wN&Z-cSKk8ZuP{pSp&-+mre+!%+Dcx|RYi2u zR&*L00c{EWRYw~h`P%q&Z4}lpx=@{NGF`aIbm0!u;f80E~3e>PP%Qy7%G;cG| z+oK;h3#2}h4lsQQNp4jj_R8XEM=*^dkWrmW8Mh2d&yv#OEC?$zn-doE5zw-Ao|B2; zlu=w1bx0L;$^n9w)ZBA6;oX~I-lrT}q$IyAsARnWe^(gFFKn0Jm9AX>S=?En;>;iZ zwJdI`I%uzP;<|#NvzEaOK8o(rfF=>iqbvI?Kf1gYXJ}M zknPIHIw;MisLRX<2!_Q8Jc}A#lrgS07#KyGHPSRXo8HI!;uoD(PR@;c7#ejW1dM^x zjX0Yw+H^V*ysXUbFvKD7#O&m(`m`VA>+M3)35Z(wu%uv?BB=nn)*5ym%!aonwBq)KFeE9w;Aje}EF&GZ&`T&jl2nix+_0PSSyfwjds#XJ ztrHIwU8p%B962?%DWgvaM>g(lzdO3)m>}AjLVUn!sCZyh~%TNpo6MBZ&F=NIK& zLwaTUr~7ezWEeGEuQ5Fa3$CPIhIS_*+nb+?_`)Eq=evZjyOrH19hy8R$b_(~d zA=gmV&{9@RX+>nV5>WRoX|xxKAAuehU9X#T3D2 zg(ls8rscIMYgZ0+XL=SHdg9v!aVOj z_Z?{Zc|`hYokGvEKP-4a@L3y+kfTKane+f3?0&Yr0vH1LlyBl&=6C?dsY@P%p&dQ* zjEX!0)A=OR9tbj%PV9XB0O&!ZkoD@nLwE|qPS{le4W%e{r-+>BsywH>nmAwd6fPG< zF}<3^5>if4SV5-LoOIl-HYNg*{UCFtDo7f)q@pd5^viON|B92~JahC<6ne2Qu-Bc_#P=?UNTpzi$r%ZDx=m zK6=EE*>_DO1~v@NB@`&l8O+x>nkK54O41T#Sbi})el9IXAi253q|JA>H}JR)R3R*P z`1H-1UzHq=jDMc#2IPbCioqQ+5CgMJ!7`MrNCnW;nW|us>gSTk7BwHA8G%d}1}tgw zlBTUA?0z1-CIcCE4K^L~klWq9^z)3pghw*{Wx&WwRpcTNETc(8s)>k9RV0C6AS3>8 zQ|-e-LG@I4a5^ScCM{*sdQ38k@-C3wzUmS~F+fp`3Edyf_3+%ezma~NbenLu&fAVQlpcyY8vsxK2~b+K+6 z@~sIojTdPUE>E1{8J*#^B9wbmX65tw!JA^{$Vg+raYFJ@Y+Wy^7Xt9RYPfVkuu z>XbwwE}N_kEYFGI=jv|bXHnk_3H57jbTIB!+NQfx2KRI2NGQZjElx5;mv+Y_mr4Ic zPiLIYk=Mh}D1ikYFbfsgHAz(VP2$M+umoh~J08sV%y-*#<21j{L*PYTClI1&oCh=? zC3Nghf$j1FDL4k)22eD=bW?%QOIvAva--iDxlb94yjS4&>AC{foplP$dC?Gv!$m`K zI9xPt}NmDK0W=DQF$&LNbX~AopR-a8;(3N!{sL_1{X= z>E2De;;pZB=$k;+VluvoNNVC0)7NiEm3d+o9EG-=!IE&*}Es-}pXo5G<ieA2 zG@dtS6OYoSXdp_Sn`bbMqeSBGSR?09CMHHt%80BX;en&~0kmx(cgan$I?^QYuDN1&;6XMs2`F>0c)=eGlZi-usB%#h(v zjc*Z<-i3mpH2a}`Tb22>`0?RK&O+btIOIoJ zA7G&ix_?myW1%>@#*#09O28_l|y-#?+d!xe8`9a0w@Zo3fNM+vN*!qw2ldBkleAQBf1SWTyeHE5}q+o zmf{%Ls*xW}#EGa=a4f~q=a&c{(NR={Ef5S_0jh&UsDqy@-|zJ*Bv&biZt#kFq{kDU z;3S3zIEU*#o{P8Fqbk=uC2xH*!Ik5ys=+&ID(iU5H0Y%0g~+o!YluF-iEMli&35l1 z${LShxqiI8EbV>|J*w~$7InQ`)%9)yNlz<*m{ODu6AYzK^3ZR12S2+ll4(fGx9X|> zwjDp?9^$$1QcSL`({&UbwN|xF$>;`^h9y1f%;8mV`;v4DYQTb~0ERGWG!cklm;!{Y zV<3GOwrH|JE~=;&{CRz(TrJ>l+hA-5h(VfxCmb$3GwcL0j6c>%cgJE$O(-8Jybq({Kt=!p2ZqrjqsPQUcjc zB3-C?N?-4W1adSYim|88(YrfMG71QOAi{5jS64LmPD%a`LT znh&rmh0;QDYzcQ&@nE+M-my90M^!*mfGJ=|?b70|g!Q2SKe7f*MG9F`zpSyLDrP8? z$9ez=8X!A5`xM$`2Gd zZTUh~}HF*HRMN5*kHAP4tJDTZDb1 zD{*lw#p2@V_Cnr~r-xU$diOgd;|(t+%m}31AMPAMAM9F$$B3wuhB_L&!nIPAv5E^S z1kNmBSd5yXOK8$5Dx!NZ1$s|9EiuqOQwjMtmHk&6>fGsdTvKhAu1=H zT7~b7WZH_!s$zT%kF)R6VySXi3|o)xAlp-6WF|m!Yt!M8mfz>QEgdrw)}z zVoIi=nOrbM=wrcTvZ#>~QgzbulPOmMI2>EOp{L95MDM`YH8B|Vt$i)Sq21cW z^LY6kG9(5`;HPdAzwgh_uSvK@`ozk)C^`!pIT3D-R&=TP+sNH|s-EiSjKZx38w;C?r^}*xds?nRuzHe}(dx07ZbcyWD&b(}f~hM- zahI#at#&g#dlWZ3iB0ky`_*qh6>mhX1x3_Ha`k&SCIH>u4VTbc0QP9cU9v)&L`)(> z8K6w=Tqm&zX8N(JmV0HK^g)+$Ea}+#%Z%2=2cn&LAe%PgisdxQpmlVzjC+5s3>%{K zu-<$N&hKJ3o#<+{d8kk@q}1S_V`D1zVCf`VhTBprGf z{XQeJApK}<(8Iu*=w2*lJa;QDE?r=i6LjcUxRQ#~Zn)F_zHTdbuVQkej zXv*oDXN~vq=s8>{;ux@qu;`C=ID$mgOg|@(g`Z}M^5ywK5$WyN-rPNcSjV|Ri z(biqnv~{lOJj5%Mda(|16xnKEcz|{T&%NBbL)D+f*?L%h&i8g7AU>a-WWd9Z3YWb- zJOq&8^9>V#D_~y0`>OljEI+sr<19PeUe=WA%Vy zG9RPyf@9yvvkKa(Y%j~t-iPE-gzC(4NC|41Vt5b$mSmX{*$Vl#nDV)*Aa^F>1S{>% zI+iTSc8Mr0Ck-s8aVyk;tTk@h)&+gB80@tt1tXA+tItG_G8;(usVc&!3l$NWk>|OH z4pJM8;K_7<=+}}VtfDBM@kWj41LcQPJ<*MSo(ZEW20;4;FlLp49xjeYBbcm9rXdk+ zgH6e#%ak!QWq5B18MaM(8%NA1wduH-O}s>sOj=chNMd;|Ykca$W@JqnP*py7f)E#P5~wk(s%njEPVD?vw`3VH^1$PHBz7GroN+WnfVZl$^wxp7V36LFhIo^T zf~ueoB}kYWuRTc8X$oSfO#zc7m7Y@?MdNvlnOf?u%Y_0X1G~^+m6YnxLDY_oTyPCHi?3r_&p`*mN)M zy+n_m)dzW?$MI=&#_L%1>7(~Uwxr+AsQUnLhr)F6dn>FUdZ+-J0!#rz=w@5T?kp&3 zn}PbOhAw&lyWflnj)F$Tw8Qi%H1zqiN#A<~o{P#GZXbfYWAuzA;`2vtKGe}aU*oMw5&1W_2)HWpM|LR0fL2S;-LA#v8FZ#S<}Z?#T0qRTWRi1Yiur zGinBAQ$QCbiI>_6afxi9X5D3ckAfB*0hgp-4io3s^-9-ai@TsLl@8RFif6x6I#7jd z78YH>M2t3D@MJSO0_(^S+yb#1`MwLFX?T8h5n(|9d8(@38evA@Dx-Y+W~*Z2?r_+; ztB`c=A#k1AMOsPvxmEsoIt}xDieiLxVa%9Z3(ZxVvtmopiy|ZJ;Lzyl5isX7IxQb(2bIA3Q=ApqSSvn8{|;^OlEtC$&7(GTHKH< z{tXaz#fK8|pKxM7H-JgL3MGVuD>@@FyD7w3bw0rw;+|9J@BKmGoz)O`i2~?K$57hy zZPrlXI-nk7*F@$sj4EQ{7bGag$xsRo{;l z9a9@l9QE4=1(0+#lo;rmr6&NN6Hq+b zA>Tf6C?!YEP;sXOVukA{9iE4{8dI{iM5+?j83^AzDth`tBZC*LlP+xlH@H zRiIv)?9L~>ih#uE$UtL)XEaf3C;bW{qodWC_kjm=#Ms0qYo2tNe(>j?UX1ivf70Lh zfVhOsNsLldyP&T}5M?PLh8%4~U&^AbfX@d&L}!_a(n6~qq|xkv-+}!AIBN`SpT?_! zoHlql;NJ$*AY^Gu66`Z~VouiABG9;V*!ulx(R)j@sB- zR8fg~pt}mX;~2!#o08@BAYz(<;Vg7NM%@#!_!tiqLj8D$y3~#fsp9(D0?z_q410> zwmGuc#(fx)mGEQvFX$z6wz&M7M8S2jxwKwC8Vy+<|K!nxtBLBU>Q7 z8Cdr{#VSqVD8x{2OAB<#6>rlU@5_d?Vis-SlJZnl|_Rg@Hy+fRl!MB(`I)i6ZiP)e2n?7OD^gb;!WK~z07IK$Anio<6d z1107fE1ao4ft%(1SOFsSF|#SbK)0w8G;_RazTDQGP@OqS`dS6hhJ41~h9(p5H*S8oDl$O)YOprnj`$ zYXhsa+8YO;0c;ePyg!2O5Xn==WOW&nbtZZpdA5=m)>qX~*N`0u5Z6pgF`2ZlKH?~% zD<;d%=&VyjMiTF#+LX|18Fx>CbctvitV*V>m`)Vd$x%9F^yDnbP9!dAyx)qW$7$O-(8|+$D7UeaJW@&n@ z-=(M%Eqkf8hd@**+gnPpj!;n7P~|qraFqm{2-{0X*e1JAB=5yf?0`N*o1LKBOU21v z{0@Byo*^r9OrdAYsQ{tngy~))O!rb@x|a;oy=25~M24&wbLfEY)g8(DZ1yLNqmPKW zc)yDD&nj(-QU8Pf9w#`z74-+XPZ{_zM&+j))%mF?(+f*CCJS3OTV5V|yT4K(CMq7q zR3W~hk+J^epHH@?3AIhAeX8vK{m5?v#x>mu|3ROaMz15{8$%3vzB@R30}JYcVG0F{ ze?K1jFFG+DcPM%n_H?G7bI~E*I5+lDWBOKtDl?c6WQzsm+)q_;&Mk=}X8A@BCb(=l z!_)6a;ondGy}ynBtHWH445G|AQxlLA^$*~CryW!7f}<1M7E-RGL#D1`7+D9&Gszg& z*7$WAiOG`?(dP7X=bv{$kCqi-@u|Mb(R#(ps%XtQ9|Uq^DS2o}6Xj`-pHAidX^@*f zh5W_x?Wu%HCxJj8M^1{4o8N{1RpkI-}_EHBhiOegA7RkvZn+q~4#LMV))o6s)I(i2_7GIZp z$#@FD9*7H7A~5!N!oD3%+N41?S`3|(=ao0(l9eKGcz{K%$$Z9_YP<0 z=A5S|-S_WGS9;Qwu77+UduBYgM`N$C*IFO66B&d~+(>p~Enm0W_UwWpVjJNA@wZ)N z#>9rNlwVp$GQaGLl#P7_^1iIi`G!&!2HfS-qnNUsVD$fld5^KjQt3tY-Hinp-JAfu z&`ahWkoyK^uLVb!0k{UNy)ZC?!q3d>8q?I*hrgCN7Hr_Tqpe8A%IeGuJ{2kGEV5vR zdE40+FEfNfM2c{g=^9z2qehHz&@0)0WTIPeqwIPh{w=F2)m-OSK%S{CqpLZ=u7F+T zSHc1)RLfu6yc1S3*@{JP7z#MQHr?gP@S#xU1jsALXfdn3DU8t{2b>Xz`Wm=SvEzhE z+zCmd$6dTs5v5;9DIp9iE>&U;8SAnjetyl?QYG~19ZmU+!BM2~6c~t_!gkkrzc-ry z)f~v`u2W1j6}MGeQYFr^&cnHhd39oL{(#M_ZeJ{@SadFp`~gBu5PMQd{&9O!-1P#= z!UK7^G7EDy2#1o1+`dx#M-A#bSWE&*PgG}P{oS;H!$>&GMKY?P zo<4d<1H)!kai_Z_?c(~so~(^m-zLexv5Y}68>=Bei7DbU_!o=V4Alp#rYC+0IMV2u zWEKQ|FGT`Qei4LYfrVlUO1z>z!hO4!e)Ccp))Y@f8dD9!Z#8)u zF8+-_agFnB8X{xVmDqok$ACbc5}9NqDbW7O?nJdYxf)S++-(Yxk+)9RPaCQ>3NM$5 zHM_cA_CN!VGr9H`M2$bSznTI_8=?@o*u1$k!9WSKAg85$#PSu@D3kpa9fVS-SO4o8 z{BTP#lj5AYwHg_oGhKgk-@m7A)M4`daVpsvLc=}osEnLs40_;A(l1+4?22O)r`@$FmwLuKqd5E`NcN>EAB=|A zCRzH;cziQk<;^*iN_Ged(^97#2Od6S?3d<*9UPfe-b9Z>0u)PP%{c=*BDL-4@^n)^ zoRTglYfwsv)pruQh0uaJ8RBu7bh;!h(tE$VG8)e$%oF<^?)#k1+ZodHYt8$`g)$qz z`nSSsx)L)_zGJ)tD6X;OcB#-Cp`?$q(LaOVr1Y-1b&4nz!Z>D1LW(@%Kct8$hg>Z5 z+%!dXGgEOuI*2f1#fbO~rlD-_wE`mQ*nwlZq)PEtqK%e#GNX;#s+VgU3ca%y5#s(J z`Z%!K9EN8e?56_>OuN{nU7Qf%! zVcbw~r0Ja^_w`EI37R96qG1b3On2IEs$Xfw%CpIm%r>kBbmg>(9Zco$iH0>|9c4u% z2)Gq@A$5z}E1 zHD>Y_TJ@SwBc}Mcg2Kpo9c7{~EZCGRL;flKM8dHYP#K7fc(BJEV zfa#J%|9Xvi1q22acaI2U580ZEo33qd^N>B({l#BTc{X6tr|0nID)VTkoZxp+fRzi+I1q)hDb6ut zEu%TjsxMXacV;&K#&tQki0IMTUJlL##ErBGoNeNrt?pTV;M@hlw@ETk@DGh}8Dt{AgbAe-bDHqm7KmA#*|{k->^v#T1jMBMIrG z${^1i#!La*GXL&BvF3z$cBqH&xv15 zgr2>fd~-8}D${7wz$s^1>sb%Ab?&u>-4nPpIF0_Y5sfp?Ra@0&ZJ-_3`9%4g|5a$r zMElp9D)Sf18Q@aRzXLNk9Ay&l&0oEV_M%2AO(zNC^1ZC+_p5I`CMNi;^M@#DF+SO)Y zzdp1Jk?pzgoESFO4l^#ire>^$3&gl*bj`uvdVeRrv=LdY3`XaKPJ_6ER~*!V0ltl6 zuq$E#Zv_Qoi_xQy4_nL8X=C0>(D^J)U({UK9MOX5jbS70UVrSk8ji}de326681l!K z^gSVP#kqOie2NR)lwq0;A~$;Z0c5~%R;^Z5shnVLnr_7!k@`Z}v&_ka><=&Jsb(kS zV#}>lwJ#xT6Om6ku=d^F9g+Zh%>W67xLHg+8zsxQ-12{-V!o z0ls=M<)0i+q|MUM`_x|;tSd*MR-Ogw)j@rQqfK(6c(sCY#z;*^0qTe1Aes((Ne30r zp7cHZT1Sx(8iBMuFVgIxiaU%-o}+2q%$|DB5EUkzQRVQ8o?r7DRZ?cGzL$n7iXIPQ z>ZN#{gU=87=jt_bSFrg#6DgemG*fw7=mS3xl$i#lQXz{Coz<8%TvWskXa2y3t*J_|2b3M)0d^^yq3`-g^Z&J6lg=jiy4I+GUKQ+K!$AFJLzncbkIE@9j;w$ z&|Ef4b5|G7sOmNf9;^>=(`(GjlDS$^DBlS3wm@pKH%j_l3oMk-M4?$CgKxu?w7T&Jd(Tke>{|XWUOIm&QxD#|!C0C}#G3CrV_e$$AmtI>2XAj;}lix?sn!jQ7R%9q*c zU8Hu58;zqvqDv}FYM$~uv;AnRxlz>l4+K${xrG{`n;RGs@`h*W_BQbKGWYj_T;8t` z7T`|On1N|gz8*RTll#RC?XGkPp-c@DbN_~l1!Rs8eMAHoYw~|TSo9Jgs z_s38)>0oo~@U?g0w#q_oT~OJH-7@_+4LPw*kYtG_bYg4odWzv%!Qu7+Ht2fWTd?FO zcBM2h3{5Nkke=R-*2C<`f<>U|-s`3&53OKzE<5YwX9;5tVK0Q(?r>an2#uV%tyIyh zC}~RK<6mw8nt4@{bxePmFNw-ob(U1dVI8=3R-0FP(B}vE7LYzHTRS|11_h(U72`X& z?OmHz)(hrKubMJy`_6+DC>lb39Ex(kQ2@V+F;wt_Zd`oPei7cKam{1?QvZeax3qx9 zM#vKdp_}HfDmRbH^5d|~s!h4gxfb7}fTj>&<6mS(FW0Y}akPYH)=5s=q|8!LOZh)qEHW+%~eJ7bQ z5i9RhJ<67d(BhLKZ9JgO*^66^lHop|_FdGAf&lEwkFX`Py=ymP)nuI4>b5fwnF3F2 zPA&L~3gkb!rM>)?SL-$q>x_n=%}kfyVFN9r7M}=1CrEm?!9QyGT(F|C6zARGy|@0= zZ#yVW52_oEr}9#R@|@mlF#FDk!WB9x8e9E6hjUL5H?9-l%yp4FiDJjkJGCFle$3mI zOOqq-H7whg6bqT3;oZH$T{rBmanfvI=Z@)$jSyG}3bFkm;}^yLef(23Uh4Kh>DX$4 z!4MDj7rJLs>OTQEG#5g>KVLLfj~vQEfG;%HkIXpC2WT2C9CEX5?K?={zM05Z?=-+{ zBn!?^P0ddtv}d z(A(xW_ciIst)o`XvJ?0iOU%gsBIyOy5@%FCtgIuJR`{^K+lbM)vwL3j(EnU)s?hGT^_is<5JSWi!Wez!P-&-3V@C(!RaKHt+oTe_z z34?`d)^k{&>SolI`8`OB3VUEB#NL0X-r0~IJ<4q+fo1s%GlHNx<(djarg3c%*_Skw5R#MZi>oniH~h!Rjrk{J(8F1ZnDaS z4%1K4Z@8BqaGM}Kq@BOM4uM^xg~RFhND$91OxeW%xTqQ^8lRNCe;5`w6m$`qpA5{w zfri1N2e(7dcz9r6?2Pnj@+?@2gnN3V!Kgrv75R%AC}P!ElIRRNx)RjMSq&ady!$T+ z^;hc~P=5WpwMpZ}mn2%fm*t+8&sSdWIS?W~)~WM!C_k35Z%Tjr^;xl0RL-SEVc2e^ zZ6>|zM(3s(A852ryHT6*w40%27z;STPV?`lCz>bM_n85XS`cg04K1~&_f~|MZ}|h? z7NW;OS`NgZ1}O5T-}LNm+e30!`iI_5%V9BK4! z__1i4i_OL7^i6xoliZBbUmBG@eJHp1`Z02WAg;U}fiQjNYh1#VxV+gO{AsaoIH>tW zw_=?5;vTusZs!v>BVvFU8JU{RkkcUa%b1f8?+?36>8?6QfzVyLmg%_%e0}FO&)I)_ z{GkXsXZt?RBB?=C!Mw>q3qQ zE-3j;v<7}-X(b3zaIVA4>(uZ(RXDm5>6>Z}cv~lLmR+XX0;Z~AcSh8k z3S=Hk&o+-96RDI_q%s+HXvlDTX?%YOwG2aHThSrQda#gazm!XVuPpc@F5pa3sT#bh zoD%69!E!ynK`q_<>SEP`)fOVK|2~bsc4;&9j^@7ZxC7HQa927q%1T$u7VwUf)_XQI z*RBn8n?&-Lv)l5|GMw%uyB_lO^{k=uxQ76Q+DhIrw$aObcAEA3&Wz?-)J2Z?5fDa& z5=AX&dELzX{P6zHe4B+jh>${vOszOxh;iQm-EbvYv9G>UnQ#zm>liEgDR7ml9#sqC zut&035;~EP)B-Skg-?kB!Q`8)FALXH1N?E9Hif=3_^>ke4`&g_<%38Jx}{Usbg9g4 zOMQ*vpC*H!+)GP^rOzAdu^r`>W1d!&}A z;Yip8>u{#F@L%R7;G50P@}iHx#sP6y<5twOWAy$bRJ!_o!xZ-96fQzezM=^84#vf+ zODq~(909*@vm6z(pDshFW3QM11+@QagM8oWS7R)|k@pNL?pNW;z~GkI3{R>eC<`-LYxZf z5f*AL^+quyTTye3K=5}K?B}xf3RexGdsKuu{qouL!|kA2soegb#q!g4b3aQ{%!su; zX&y($dVWgiODTwk?DIka+vEg0>VQw^vi~Fl6QXe5Dh)ZRrE=~-m5v6OC@H~z8p7h} zNQooAkM#Fx)D6=vyB(s9k3ZV|y41&KFWq}KqQDA>IB4q`FnW!6o?Y)=1bZvNFenJ< z2MX>?&*b6lQq=1)zfXUgfFn((|7yecy(n0pt0MdjM?<(u;`UhgO$XZuekf|l*CjnA z8w*(=jRLjZ5KV+s9kT693B+W*``l%EOfwb%(OCAFFq_XL?^pGn)18*ZIX}`z*i2e} z6tZY-vILYrV}%YrQ5?Z}qcx&|9O`ZAqWYVTdaYDhejA>(VU=e=w1E0YxNG6hC3&}_ z1i1Fxx%A+%T!(E;K&Cmo(J%_PBNC%t(Z89_r}j^Kqwq2EiP^?;g9cU)(lvb9aON>* zI*TYtayLq3>muxU8^yqC3g6z_$MgfQfS=H*)MCi*-jNk+?EO|-dcX4MRQJuC2)PIr9Tnet+RJn|R4Gpf+;cbMJ&7`aZsDBz+ zGAhrV=r~md$_+IpWjM11swS%|nmJ4k+H6Lej}I4g;hjCScK-@KGk8de>q(=`=VmAG zv=$*v{L}^Cvkbd2EKul_93=1eS#Oa>stDrbzjcgf`HQ(FHrS?%u9hzV0d*_Q1GQ}= zSRX5F@JV-yE_~1go!HPDn0JwK^XjZqG9D&{0bv!>vQZOr^7vO3FxOc9&057NA&8EV z`yb-%kw1E?`d0!T;yBi=-6AE}U1JWWwWQg9_c_;-;@%h3XBe$`z37`9i`Gc=Jv(TpTJzCIsmZT~^U z!MjS@mN2A^=4!Vg@$QUUU+(p=@xYb2-F5RT-dJz#B4MuRWqS2Lo=>-vXzG`*Z%>30 zzoyJPlhTmOUq_!#_kTdTbGnH!G5)!>?TNdQCHo4$lR?ajw~!PcU41H!grHA6a$<72 zD#VOmUdBu)`N?D|%IJuRc8)lkA?VI|JYamg34cLNCxaxClUN+oNH?dB0;D$;z5_Zk#|7#Pc`|F!@D#^qh;#QAV(kL4C9mbz=U6#(>*nKMd}&vC%&NtUuL zeyL0N3o_qH^v-7Bcx%qp{|LmQM!e5+O~@(L#WR9pOd_iHZ&&dc{-Rt;FtkFA$7C-vKGGvxWfD*E5LpMl^+*>s5N zn#0BMI9%JX#E8hQa(`wY2L;G>UZ8kC8y`^ZPvM_GZau?y<0OZNN6W}jTh&L4WB~uo zs>rQ^*Xua+HDcgcUT_B3GI#l~hPN}4Byu^!5XuSIFLfGMgyn^ot7*!%{r7XhXyo5h zQI6mC^Rcx|)tm0ccYHzzyu^CT!k;#!k4xF7PH-=#p4N16deGg4=@UaUvCl}n-;Y^A zh=hID=}`k}kQH~QhVTzRXXS1cDU3RdoW!?f%K|n#25LE%)h|dSj?D>d@MpN%Nb?-z zr)2rVPvzJX@vMoFuU6YxUG*Xou{r6i=!VK=>d`}4o>^_LlD)9@YH7f7&jTxUD5QCx z|B29iA>Dw2T_kLr5&**PUM2)II>bvEXx1)t^GqW|qnzNS+u)@pc0$>cwhU(-V}a2k z)&+n5Qv3OGk0hl-=LexP*3n^myASeMeq+@BHt2aVQSSR4G@=hw(kUE7S%$WZ=( ziy|Ma|JqU=VV5k8bDAUrqfWQ?R}`Y*JiY1s)c6g(bTpM~a<76+-7?wRN|~uFiIJjQ zAMyF!J%QGQ^wN^bQf9sW??n@1DT1knn|If?f8ATwiZHat4s}VEJ6_v~sCUuO8 zCSCVhRp7Tm&=fWr_XPFwIP|X2CY00CzS$8V-%&VRdT1BKuyp19G9P}GI}ilf=%bUr z7iEyVJoS@*pFRjbm~kN(?g*!cE>{x7CR@d)d%nTwj^x^Yu$Xr{h0 z$2#@bkv>4TSxN3E*KCeHDRM;ky4ytsvr|JJH+mkA-ek-so6#MY^Bl$7B`O=J9`3_d zdb+~>`fYvh%L^5p|Lv=s2e;(957L4K?Bs#__hcYsEFn%9E)o7%7jh28{_(v4i^NL@ z^5dT#gOspwZB9+_4zqY$c=l&_{d_x=8vdcNP;)1l zmd|AUt8<>fdp}3_<>7eP&!B*dSJ>Yf@LD-{iaDH{_e<5zfKPs3hq$h^uJA0P4neFY zhLhvRch|zg_$>YQ&*g*kX*FB%>euoH+M6XR#KYKQH2-b)JQ6}aQk=`%()o2CGvGkl zqwDWDZP%=~0jTWKR|!C`{tt;rEvA_3aNp4z_f`98QAd~y%75`9L3m7~zO96k;kA){ z(wU#_6dK>n1yBTUSiC%&zuouEhu+R)+Yk|qIUIy5b>#6zq*pm(klW=uBMat|Q<}QI zc*tDH=*!fan@pa)IiWe5FO zn8ll7(>*8@NWg@8lh2!PHYOH>BqAg%rLNY`U1BYEK_Q5fTJ@b*!7Scspt@~}6}b$c&n-vYeSH3l3ZJ%88NS&m?}TYufN{T$G2t*D z2hBo_hy(esMerA)hfNJBq-zlD5)(H!%tz-~LzFIjMLa7654I=adg+(r^n+;#*azRVAI z`4W+>taQDjG0kD#&-sn`P08qwHp)cZN16PLb6e!0|4}!Tnjy!sFL}3H5$Lt-Iwx77 zMpiQ4l@*$AutN}kbx}i!lgvh^w?FUeINd_O2VBlRXHn=zU!d!I*ir7Q{L3p15~{GT_3efW$@Wux ztDvA`l}(o8)Uq(8JUNsh>+ZbQNO5fhmV|PbhWJzAcL-^e0l0J099($Dh@0gf0Z8OIi$dPUh)`V`fmej19;*W9t_eJ2MHpH*f0{K0hInyj^W{P;=9u5 zkzwqx!cWE`+!EdeD?wJHV8|nHHK@d+wd{k=37IU}M>mN;(A~=W5uh*J{Y!S2Oc*$*>qF)>-ltSQw| zM=3k}QL3i)2(414=aCvwuS$BuE3?>A{PEFx8RzH5MnmKJAu}`RoulI6r8RX?S|unS z@Jpxpa7A)h`u;`E;GTc!#a+x??z7^>yAGF4f^A1H0hncFC&%YHXRynKLt>QVrQ9d> zL{yvn;D#`tkksk}6^vON;*{Aog`m_JV<@dIEM1XZ7WmMSDU!qa&U&s%Ey5Di( zju3Ix_7OHFSVY3frxk8aqIav+kQ<~uTZIm z$u;E4Uj~k{e3rN+VZh#ZGy8(ojncRayb(lY>?QQ1@@lw=XyB}1KU2!jPQoEqrv#KV zdBu=;>gzB%B-uO8RMFZEbNjU|n3BIwXE^x!ew&wn@p*9fwOtW9=LfaHmBeu?isGB| z<3Ca(e|dkMEZzz=5PA-u_W2 z0gZ|XF4Ztn$@{U~^R@0bbc|Y^y>J_9@3v%C(QY`2p_Jj8nycncJG~Dz}LSpQ)j}Kr*=-8V;3E1?!(I3ts~cQ zDbWn{*y~*EAjBnASFEj<%j;;;QtTddEY{q!s2x@W-2?cPciqS6y}Fyt)(-3Xc998p z`c3AQg*SW9jL%qQS^6q{xvLICbJ*#?IjlWoccC zGAMOt<0poVT>Doyl9@eUIZvyP=i97<+)3aQRbF1&GxFE$-tQ^p8X@Qp=~bGmW=HCD zQXgho=ybVbQgs(!H}By;eEDe%Ftbq=Mc?T5z~yhzwH~G%9~aK=T1UrsJ2oJze7{v& z^QzuF$N;Y|7o9P@uCYIt-I4DqQ!iJ1iGy|h=^-bnP59MjavzCMaG82|0rFIUM3(u> zS-)n7OAuO{?)R2C6V?R0@vx7-eY)u5aTmZn28b9AMnnZgg)Hq}0dl~3?+V}lR;@)fAzjBdPNJ{_F@i~3s$Y(qE z5IP5Z!&P*K$@j|K*Y^jQWWL&V&Ev!u@Rj;;-{)neEno`Y!7iPKhbt~;ImBzC>G6eW z?UkZEo=4$+7{ZEY#*c=z>|ZhSRR)o2aXSbw;z;EZB<7A732cZ8n< zv&@jtJu8bslO`T(HQ?b-Ipz;Hk_C`y_ubG5tgurK^LAb%x}_iA!(8X64%wuF_GdV+ z8Y5{QNwzi9(MLN1a#!1KcfWXez^q=w!ZnmWN_+&{4XhC*f4DReVqc6_}LpRcAl*xeH zORp~v*TFBK!<#v_MRxLIsFewa$AWyA+4FQ!^_g6KMu*3)rz?-}&f_7s8R<>_|D*@E z?)N&)q+oH?Ut+%HrfD{Dg4>zfSv{CN$UOKyhd+-{3w8JvqiEy3uQMyC8M4ALzXipw z8qo{fN$;A4U@{3NEWk`}~=>_Fu#9ak9G>}E`-Xl=UAjS2lTDgt&uNBMnCdisK$Tk;LL}gYq zZ^Y5bHjEO|m?e{d;9nACOD=RP`gJ%Or2mwP=*VX`WU?m;b0SF$0qH#qA8ROuRADQ} z$M!kDsvwnDESA-f^nUHgKTH+I6qT=Vkf6x4nJ`W4Zb9beQt=?oD-tSlkUrI{fG?Zw z!Pu>c>!vys_PssWtt(g*S;Y--HfbCS=VeKTHMSCodHCJ%ZL}Um9V+6KleOq=Pt;mv zNysxm@j!yE_ZioM%=*+qXzh5ts{-(jx^B4~{^UPz3pXMN+PJ2KOjxyiI*@;+L*d>=q7@=NK{h!oj%{QcDB%Q5TEFW_yO0f0%e+Ug!^$| zIN)!78MTEp$DgXNiCPg5ElEp*VbY9Lx;B*QDODUx;vNi$NK1f>q@@t+OeL4xgrPCn ztiYlzT~GzhH<}rGNarnqhMEzzQI#$FR<+4beY8xv68xyb(Ps&eZYq5q&thDm!Z;ie zLLWK3*Ye4xFvUVbHhlp?#CUlFo)~(sS7BUZP}6jab#9HR6?gPRtx~*lrFAa7tm~TN z(cMB}<@)EF+Y?#KD9bi><#;bI(^kuTqe>?v?+`r9s5xa9W}Pbf`L!D=9yGq4SvoRt zlxU*sx#~tOhnPT*S4NXU6B>wLsg z-qK8h5soY?)O)&HKrqN8CGya&C&SWisuX;wx~^dIdudJQ7fh;zBvD|EnBR2=Qb#_M zO?{fQiUm5{iUvHntzQl5 zoLg=iNiy1xX9Xk{?dey4JzHkO&a~$*s7F$AFjd{MlqS@OqN%lO#w90>2bL(kvJ4f6 zR)`u^5BNyT3iHSHUHp_RfxC*iL-e$3ha)=jRgMX>iHeH*7UMZx#>(R%a|@|@lITPC znE}+tLR(A`CgVK&+G{m4<{f;6lE$=yMWo;hSD%`N!*)407f@;#Tg-^8TYHL>#PS!S zQHlcErDiURR@-iR44h%Mle<+~lqC^M@q{?j_5MIt@vm|(Nd$rf`7Y{M9pMNZdD59) z$&_J6!6Ho#-g~p4aN%DSWTSmcCU|8G9T+1@`e4$(C5G6rbDuI((Cc}kkHgCP!uzq> zC*x|S)ToOtfxZbvH|AG(P=77afp5F;brdA;%zc}tB2bl^l}3_wxSv0ql6FHWBcV%i z3cp|$02T<ud{=HHIlF(GuvO+5-$3Bxy-W^RmUWK;pC4`N8KDbnuEp}e1@~!DSwh|w*!VPX@`Gi2! z^0Yy`^3xh9#af0tXHZNa71og_TPgPF^rceE_v=`I#^JB3UQL6Ot8HU|PQ_J=b$dNU zfhlaUu2h1q&nZQq^?3y#TQs?00u~uDZTyi`=`VXf+agz*B{v3%FnR&hi3=%Wp zTYswzZ^(=|x*E^?tcS52U0|8AuEw(El4S+qV}!T^g64|pU1OVZsdmDMv!sb^r--$r z#Pn|g;NZ_=XzrJx5KaJ~;qX9Q%!f%V{_K!*_yBuNDNU%v7IJGP^ny?sX{e-Eis9R7 zLbkf!*d#@wT9JC#+14-{$e-rNlIva|RdBgl@(v6??L@M>>Szk)zWD0`)7}y34~MPz zStXf0mAkJP76D&yvkG9gil}Z0q|NK<7=m3iS>G%qjU@&#Se*Iq1&C4B@`PyAx+ zbH)ZUn4M{lKh2CrG+TIfUbi zNpBpu+0ke+G*|l0se&F$A{vZO4+qtN<~T}eS*Rr!CYHy!an`upk1pKf+KEQ4XQ1dH z8DCG4n`n`uHk!_VN>lVpbefzMlF3EYFL}soyvCun4I2uH%`DTFCs@Ky@w^hjT#2Hh zm{P`8#*It@Vmzbhblzb}9MbQqCw@mZ^Yh7=uGF$c>fxh~u3KDPoU-P$9^NEg9RW>9 zjHEFx!XRX58H=W>KP2b4r8N*bklO4q7wqFSt~AquWetpDq@iN!594|qMF}*?Hz;;e zi6GJ##zwY^X`Pr~L-i(Z1QF1!%x0D>nlj-xl&{2&8tB~PPcD~&6*)>Ou@zd0SskK| zlUd)AnU-v&sd2Ph*o?{PgguV4GvYrzMkyl|q^DFs2;fghW!?#w`Ii{ej~P08`>SuC z{;6n`XV2`kX5ohYE*`#+?z>=J(r&yl%IItLB5m&Zl#wIYp-25@DlmI*MTk<)@RKCd zvCNwNqScy)Kiry|aClLc%F3>+hR0d*P$OCYoWu;J7<@dp{qfTKejTrQqs*8BdGk^G zakm40*Z;Wp1HbI=fcHP1>^?yH;3s)j$`!wl)Q?yFkKB*D5x>uq0=dol9}fWV>&G+E z#~t9~{NuH@7yRD)G4k=0>i6CVzWsP-`~cLGjJnFq!b1Gt@c%;(IGQ+_{B|@lXS8Q# zVxu=Vv9>pHq<3;Lbh7_#WJ2#`Z*Af1#Asn_@A4TbD6w-eG1IHdD~T{zI@#GWn0fv$ z)sX2kaImpK{3rel|KFIEnVp$~{r}DTf6lWoGjVc25HtNRmHxkZk&Bb_Z^zHa|8Exa zf9mZ-k>CGY^)DY6-D5Qjyoot(jAmVaRFW{6H!^j6_mcyGFt`$8kY@^*e794)IFk<( zkJJ+l&;v^U46?h`pm3}c84F3C{oX)!VDQdIrQhqy$Bi5HBj5vg|8bmK|M8To(gJdm ze3jq!8wVS`%5V9tgIPVi)*DKj$*M0cY~-!Hv^EyjbC%cpG67zm8w)G^K3faR{5JnH zEY;sF^4n}IwD8+ZL@qx7ZRB_U3zYvkX!4QYc>FIo`^c|6{!d^e&-vi|3F8U84^2k$ z{{e7!DS?;P&caL1@?%p^DTqJ&`qW$gSUmSRXZc-zyXF1oCBWl@`Ze|v;PPSdD!=15 z3~nry_UdT*FO1Jv$Y(w@eZtX>*LqXwl-GLKe_>+MtD~!Q!mA_Qj;OXPR(*SfcBcNt z&H(8s;jot`dfE?onpGR?w_|ZZG^YRGoR8P*ziccYxBMp3AE_2>j1zvUxY@m<|G}Mu zUYaRCWPpeMxBGS^@WPCr;>Y_+{06vjAg|fN-^=P&LhE5XDv@mLV4^=L1lHZ+ z@opkDguSV0NbxM%v)U42;fm`;2NFiqQn0YEB~D;MWs9Bf zGg_i|C*^z}L|<0^)}{=hYh!GIC!4)?cvB@ZJ{AG5!zMd^8ysjLz$=IG)$HTeudB-E zpB6j2ha9X^vah*5oh{dQk)^_CIVHgb30AQQkJ+GH4%XDT&WUs(*GrNSh?ynOOpjUX zbM}So6Ke`#qETQHpwqI!3K5ei?>OB`dv}|D=qW(62|^5)qc&Dd`xG@=u?CzI-&C8j6ggmyHX;nVS|NO zWUUbEUDn^fbw(VtVh3RsJu7Z%(#f{5aGVESk@bbt4;T;Dg`*@iuIxQNqTODH*+xr` ztx;~m0^AqRw;$=23p!Rk-KbgVr6k93DdDX5gBhIM`*fyn-|=Ga^c#ldhX@N|JbgsB zFu*7v+p*X(RoeK^+Hi*QV}hEkudMEnzU6Mi4d*zoJCKu!up5Z{b7fZIop>5^VC~_K z>F?zxY<@Z5ns8?thDx!peX$UmHG6^eju2S*Mw|oG1t;B0`pv4oD1#$=)Lk-a)*r}@ z^W?dWx=w%FZV&?Z;mudbxk7+i%opJ4VJi}}D5E}zX?LF{0RHPc*GA`;*z5N23jSS_ zd>;9 z-;x=#7vY#_?P;aXYyO3qW%HQ(7Pgo%WO_GO3(c-#d%0~TRkv-W?PEsYTe*4E9|dx- zp*4QveD2?#seqV-eme7}9azUN`}F^$+{Sp}eTuWUdgx8=o=m1|_FH`f7=3^6&vDzF9@M`*X0xrt~bypR%pI-1Fk(;DjO#17j!(5@-W9}^|dHr;@G2ZflCl;4RITEBR^zPOw$=@P|L1l;tJQ47acreNBdqDd*BM}D;U%niv?V0O4MET)|gzqoM+!r z98d_%Ps#H~5zXD6R_%AQggl$*d#1FTyyH!rzId&b9wljb7=_7YhGY|Y@}m*;hW;g! z{?6~~SF>>bXqI8NT{<~{#0n_9KaT|!=Jrn7$W-n7JoL500slB2(;P=6BfpNZtVe%^ zdtoozPjUMr0^oWdJC&ESLbka4+_W}m0PDII+?D1UC9OY060KpH1j_S+`4e-7b4?Vy z^OQ&Vd$va1WiF_WKN|@+Re!mZ0}w*ABDh;&OdaDBiQA+^GpaRvvZThd`gS&KHwllT zyTNHrHt@R#lo@rJ0N{G(9;o(ZJis8i=M={e7fD$33-Q*C=W1ODLd-sbMWabqZ~de0 z<_p3Fvtq;x0A_5W{Uwyp-}bYE=J6wwaBqrrKR*i3BVQ@q^y57xhNN~%qc^2m*^!HL zPrBw6#tBP2BImc32Ws`>A}0*KlmU}30`9SstQETn9(K+#?te;8Mu^mNl(+Y5Y1Mz- z2Uwk_viqEcFTZPjlW)JwFrHIpEj%V`Ct^uO@hR?EnEDmd8TT}CPyaF2+3;zQskOZ( zciTrT)yv(&;e%7V(#us_bw&x0X`_>A|5$uT!b@alzcQr=utai)y z)@zAxIVYJ5VgNZQ^Eck7SLX|PkBx?5lOsUOyVE`P`uoBO*GP?@($PL|WqgA^^+st) zW!0PHD|?i$Y{|7JT}Q50t5HW*huj57U3Eptm5vM9Oq>q6moTnQr|J?^jUQe3NB{If zf$Lm%Z|y*xVwq;qSDA*k{5`{*h+PAEJNNHzSFN34_EIly8Ko9acNw%zasdPuP~D{L zolR%%*=p`Wb5nnQ0UlDS(x8m)my*~qKepla*D1z78oW)1nH)xgas(*le;+Rk(mJG&64=F8!&VygWU zfz-rri1Sbm_T;60oQL4&cfHJUtJ-E)juEg04$Q?HDyf7m;{Ks{ zr03u@r(5;6_xf`I(jV#$6Yy^JE4hphnpd~Sl^CT~`I~Q`aF`{JSGqO_nOO~6iC*i2!3#W1Eblm0doLLk^%hss$BoJM zHXHpp&PRMpvjZ(g&l-LGb{%ZnBPu)M4?5c${|t1G@*$p0%6PKQCrDlJGSy~8VJi{6 zL{mA4noI^(0d?p`4n^M`IGs$n=t%m!()&`2f$`5WKE}OIf#|j;Hmbw|Q>o9zL>whA zE+IMXc9pM@o~jJEFi5I^a>f-m{;u(n>&p_N&K`6p^R9%Um$mC8R`llghS<}TShdT` z=$intG54#lGb|Z^sB^brh#I5QQHm1jh_+oLp$~4Tq}DAk#jalES$db@-LaIwT{}jE zD0mYybi&t{dj-z*ZpBiQ$ll3tHU5_Bp!r1?+ga5GwykPd9!n^0ggXmsjc}O+uyH#$ z)aa!?I#F1!PQ+(6mVRq<;Y-m?>tG|fd<9(P(~azXj_jtK#M!W)sQKxdz5j-r=bQ9| z(;8-p=>(?l(%F&d#LTBKpUQXm5s}LIN&}XZN31N zfc=SvuiAv?OVqy1GeOS^t%RGrz6U2cu5cgslg-_{x0F34JLAvR>s~ZE3&8Dcn5HgY zfSbwfKj6sqA*zeF$l>?jVY*}7D2&@{4ee!Bkkl*w_;~5*CmPh((UUTmgDdLpSl}nU zT9)bNLynVUJnfOMFkM8LIlhx~PSt?RK40=K4XXvGH9^Kq^KiYMkB%;keK~J!5=K5g zgz|5V2P2y}R%2a!rKj!wS&PtH6CeBX{Y?%Wox2aeQ?eks4U6Q=W>0ZDd>BD_?_7~z zAjAb;O!6NWhiw!8EyOkfn;tHn-4vvGdgHZn{iaQK^qMbCJTp5l76~&Wooa7Ox3=FK z1o|d2*@QcCyr!kwvoem>{cB`ppRLad7xa5Bn@zk|dy$H5-hHu)j=%yTy~p29oi{g9 zVlG$pUYqM=-%m(fY#kW)=Lc+oSzk&=7%jO=4SkEf*V3jXS{JyS-hBEztWk(IqV}&d z0iDMcS6cE6PGWj+>)qQ~C9yyi&R3)5kP7yrk^8XVvJu-i3`Qnedm05da=oO72CKT-6yrCU|U2H>bVI9gekiHEU0N8?Yj%C7-eN+OiK`1OB54Y8`Y=qd>dv4T5NX9#D zLfp-ApdO;V1OUuEs<$MMq`FSur4^f{;_Ln}O)q}jNth;h1bG0H>syEn2R*Vv3abIK z6C_};x16wy-;mbfMzXeT=Nsz28-1Y|NH4$HXN2JpU^;dVe|y)E2=-u@q7W z_|iDkF1f9>8R|^1%RJzgUFzA_AZ=Y$J?zWXwz9ZA>Ux;s`{guuiDqN)I}dvf3W1!) z^iqOYHC(#_&92K|^K_LtTR8aR?i;c~GyQ_$sxi*u9ehRi39|8!{@hPk=9UHcis3G< zXt7TZ?OMpUN7>Iv6rp)u4duOih=BDV`K|UnE+S@%Qni+IesmD<@8skUln0s2tWaey zzEGW`L^{#?umGR7Q=2wqmSg%nOEOVYw_U~6qJ)ha8aeN2+sM7D{>=EB0$Ml0BC1{& ziMEyqk9T>Si|p4|G}+O7Sinp!^{O(JXDF52cMlq|!`PjJ0k?N4cP%=i`Y@2Wm;M&Y zF}wU<-C65vMF9HsG9hg2jPt_=Z(}j%I>-q-SNVPx()25lgSDB2d(y?Ftkph2=kl`L ze*8VQ-wdFCdTU)-!xtJlC;sF?!zzaH<3?rr(ADeuYl{`p%|+>-ht1{9o#AY+6out) zZX-Wi0HD>sfL9BiU)!R`zCKv7?$2nz?|^EmX&R=67EqCr&;+FS4$`}HLa%|) zyC4RTC`wUKiqb(42)$P+5)4HYL0Sk^njoMF2qJutJ=Y7BLKj;6?nKPN4ojZHy z?%i@{C%e;YT3xnJ_rQ71$8)sH&+^Mf1=dK1DzkSVtS{tyHW@U`orZze6xf~JF5Lf3 z&D&c4TZn!3-7#MCEA1$kVx(66JD=$t^N)?r#NF^7-KCQ!{rJ7#du9aUxSN`7i^nLY zYU9hDx{eOC>ywzQ*21ED_peJV6!R>;3E#;#;S9;WlfUK^xpw-qJ>Dht-h#=vP6?=qg_{=l^Ch1)F!@k%<-af5*cIDps3i1Y4_`w!=n2b5&vA|u*cd@nH$RsZ_O(k zOh@zY-k@@oDf~Da5OA`_IoQMA|AnJdF(IHWsE56$Yhrx#;}YS@P)^1t;cKAq6Xu%- zxUN^V-^hDTwTr(T{qm8WdrA^>{GyU(N{vk8N+F={*I>5%ic&qw1RIZxF??0DNs#8ww$aL>ZWFIu^k$t|Z`W1R}q+jgPD z8VHZsp9h_F1vVjAD+@rA1#?^ zu$tVtKl5w+7VB?rjl*_xNy}fqUN@|Y&O?Do$q4amaQl$Wr{;a}AM2s*FP=3&CeH|%}~ zi!V?8hGKIzcUkV3A24Tzj6T}KDWBHw)$1?5U-p12GavnQk?Ci_Ni4jbyiG9A3F$bo zPwmP49>5C!eKY<{?q=oT#X^BRkDvQF@Zcy`jqVJqrI7n&zuLYYyUqI9aZGc>45#0* zyx|eF|IVvnv@z|1)90Ur^qi+Fyz>hJ&^K3ldfO_yRN7os3Iw+Ymp)2B|MZRpY^Z+u z?mRAk9fMUR}|j*I5XANaVrru#ho+V;qxRm1Ii;WD;!Y=r;jK*uP# zMy>7rz(2GnzpD#tZvas$4=1V`$s!uYPA}G&%ioOIDRo%INo!zMlBtFx` z5}qG|{5dy!&~#(Rb@{CPK)Po!s#4mWAL7Mz1X0;EA$kO#Daz|6|Ej*U z>CE$UeE6{8`y*{LC&$7SqS$<3`*zXUN#&n2_T$Fm`%hme2OS)LIs4d`ztDR0=hrR# z*7rX@zLa&W{rNI(`0d@F@uCd%Cx41Gd|`46kjlM|p}Klht$>J}pJdCw@HBo2$F zl|Gyp8ne&%aJ)vb=D$GObd6l|^Ut90!&d^~1q~`swTkkWJE0$)^2T8WvSg7c>=@_I zWca+Oyr{yTr9aEH9#JzMJA7Xl0#y2YdMHEpZ4-cf1%o zdW#TMSdy2J95LTIc>o>KxFEAF8{nd*yfi91rt&tcg+Kg>3SiW*N ztMP~R&!@(!dmn4hWdpO+K5%}KPDE5{ojbv7@Y{m!~yeJk&th~j0RG<$iKidUIZ-8T6yDJ6rZ!*hbE z24dGk%;9CeA5JTL68t^@XvqKD;};i~_7U>JrPVx({7k}Hrq3!=8i^pY31U8GOF6>f zOT*@3SV33at=X_0%$SaOGmog^%>EyNC%+^aeX?$k?VCFuSb&$(W5g}2A_&zg^@=4+ z-PuJKfHPu(9qo9hs*du07qyxW6%>5u&#Tk2YTGVa9h?Lm7d(%&B3FwDt*H7~oFAGY z+$rs)F-6Glp@HV7^L(B*c{M~fT{kBxh7l6{pm%4!41e#PuRy`@q&dEBg~x~H!msF3 zb9YjTU(u_Lh>66y&HP!RQ)*mq7C&TzcMImpnOLKf7M2UyJH7Z~Xgs{atidwrz+>k{ zPn(q5tjU;sM(vwq{>%B9(4xjo=MCkwT1P?NLDNKA`Z{+DYMPHWvJr5)$2_vlHF`O1 zuvBJqHlgOXo}9WLBbJ8X5qr35s>+|^)*PrXw$P91{N5Wpc4NXN_ugC4Mg2TbyPHl+ zk>_`d#qWhlO$Bziq3CfBjE!fxh`Bbf#$OiLoc&G5kZjOd^1zgBw_!$|cDjuLhStIC z^;$}XE7Z|P$N~91+2d5(MfzH`_ov^SPr2=QbWCc5B%|=Q4oNiu7GdHwVvX-HZPNu; zYP7S7dWMNLHH*ls{D#mBo5FOBXw^8(8-@}BXXu0Iuq?;G=e##h1h`t3bZ!hKF5Y47 zY%;l2vbC>m8$Vx|S)AZM*uak2+RuJ9xP(j#aJbpV$2u#1vn@hIqH8cLi?g;)e_Cs)m_Mx$&$8BH>I;#Nx2dYf`JjOJ|%28WCIV&%!>N=L!JX_8*_bBvt zNguURy7;*_IE9~Kq}83w9v?Q0xq*-Oa+nq$#&|h&)S<^)r$+%;50BChONwgqGafS$ z|2Zv?Vk1zGsK|P3@Ozs+!!^$Dk^sA}`+}c_dP-`s=z?SgFRvh$A&e#7VL zMdQ$6A21RsRa*?3w3KzjZMOtiNc`dAg*?Ahrtm8s?^`_PX+2RY{-G-V5{hmWKRYYz zK1LR~XM0W@+K5+Ky^e5o*ULY-XO#oM@~~xcQpo$giC9z9 zd%a>7`TG^r%^w={Qf`U6YgRs3^i=Vjp4zlEZFl@OQmbHP=jUEEp9d?KcM}-1Z1HVh z+_TFlaKp&9(vD50!UI=q6$bFo_RF5$efwmFn<>6fd0hRIz&y)-&YQj_e4{c&< zobT1T`~~NG0kgHwWE!l4oU8FK8QYG`%8K;{H|`18zK9gc*R`30$tzgXklD;D*SwCd zkwyoR%`OPs#0Jpt<5VbYf+>~g_G+0RKn8Mzdg=~e4T zXJglb7H-V9t69}c`Y7X8nl029^_nfoKD$BO6z-UZ!Bcg$ z%7s;52oJK_oUf3xsujuKBaN`S;-Dz))-{uZnaaTc7@xzt-62|27o2raU(;=4TUWzo z?GPsr^cxNm3#&#ViCjd-A)@KEhnOcGo61l8Kyfw7#!s*3BpT<4Sj+-&$ryg(ff=Zi zzzV>59cG{8NWjJ57<){3Gm^#=PVSH+k=+1ry6iE-yZI8Q%y2(rxE@Q`wjA+E)gIGCMUAUBY`TR4R=9uL2Sc5ep1Q4U8} z&i8}Y5^p3vY2;My4)^W%O3ml3W!Y?6u<*(xR9VJP?N?A=D!kTOqEK@qa#}nXgJSed znA)tMwo$8}9-XQ|(bo!QHuAt#b-HfH?=zZSs##^MPM88$Qm+bev1KF-totT1@!lEt za>|sA8uYE=xk?=``jxZcWHM{^tztFgSYY8&HN4`i;hpTw?2@`Z$t*49$nlLxM2L!c^D35fH%%J*xsI1T4VEZUQmY5E2|B|9~mFf4DsHy*in-7 z55*u~b%wu+v{)5)c|-LHzs*uEZ<7a!Vys#hKE6#IrG{yXoJ;p5zRw^0g624u20WZ9sNum(%7+`;e8{r>if@JlvqbR$eH{h;1|N&y)A9N z`M|sC0&=RuO_R>mjN=cCVx;gPX8R_~ zE)#L@Qn`JzJ=Tm^f1}q_TzfN~`T2pjtb%TQ(zRbMi$bRNI5lS}(OvrG)5eY$*ei7ChQ z=7)2%#59`~4)==`5)^#MVd$ZiZl7A#6_Va#C1-dAL49Uc#uo<gc z$mC;9&z#auPv7jUd%o!KQR8BDM(tG1t2*1*OdCbxZ8?7)%r((+{>qZBPC_=*QaZ1b zyK=L|CrfL0hYMB6)@GQ3 zu}{h&eZU`jdDyGm#OarMdGdMPvnOIGN{zwfjMR=dmOF zO`Uh-gysw@y{@~3N90mp`tJ{Z>wJ>}4oPJJX-M(?lA;X&`lg;U=Xuhob{cf*(Hu2{ z&Lsb=X#nv>m0^=_mfP?D#NI0zZ96WCBCo*Tk|?rFOqY53Wz=-&I!aykx50PbvXM&R z&$d4kxcncn^6O1|u|WrpX1tb9*J~t-fBva>vcT3I_INHQYgOD!B=m}KF%QFpjLjt`)J#P3JdltuoaTS{W6z0IMfUg4 zq?+L{$-&^BOxgZ#i`)J?KVS9`R3f%VcCVJ-&^Cgb--;@GV?&ak>h53mrTUfFrp&i4 zDS6lUW3tyChXs<&R&1MezB&evoA6>~>$3g9-)f{2`_DenRs9;-bz+s*|H0L2t$Th8 z5y{r@Pn7SropScJq*TA$s5&f?5&!g{N7VcLE{v^C@npO`;(Ned%vK%qi*4qowiH0` z`4j+;hHFM*psEOZuRJ%sg{$h<&*54svE&2;$yG$|O4KQAaV zGm`%<3pT&w+$0-=(1PWodJmwKc7uA!n+i_*JK!$)wr;+*?y@i+LPR|~@UR>zZR3fr z=H493e0z#)lL5<9M%Pv~1j8So7A zFMgcBNSlo2lywi>Rc?Ih(|1=kbb^*22rHggquH9 z^w&mqRU)SA@}*-9>y~e3)a$l2!0O*!nvw*~0hZTWc`zwXC1FMa(0Od7a@KJD=k#YY z<GsNWos+EyPx*{& zewTnmr~HcP=z#9Gv0<7r?^0wNuG6#*{Np`o zdF|-c$`ZZGptTOYjgj5X-z)sTZ^|@@N_rw^53LWJhVOACD{gE&={#Z|hiB9N>GXjiMj~Dt!K2E(g{ASU;4b7J;?e_Uq-i@XDwfU{%#$8F;M*j7gl%T5A zS7keQ0s^9rL5R0seqpB->exQM`~=&)KjcAd{a9;!3lz$%SnF*ZdOutIb43&pwBM#l zH^3bqU>G1GqW=&KpL}}SjL=-jF61W^P*^Omwbs{;hD#wJ%E*XdSZD-7$ioCDYV8NR z#1Iy`LvFrvrD3~y7nO3ZFce#rJTJ<$PxgjZ9THL=Bf`s5(em;n0 zSW;vwOYn16C4w0!l}5@x*~c0ihR=QfIy{(KOehHo;4_qD&sIQNWo3Ub!qIs_Qb|Gc zGS$6>Uv#_h6dg)XYpNX-lu^YBhQu>0iCaiQ7{F~zAgp#4h@#YDi~STSMI93F_@?qK{-yh1;I3ki(WRwo!8cTLB{8-K~e*O11@Ak~Fz!!wtwz1Pq% zVO31-Ipf<{2CQ<05KGKjYEKYO#o?1!`ncNCE0K8B1#drOWw}BQlP%i+d&_9gJT9 zA^qfp5HG|?P<>MFLK*H8XjUYZ7VUnli?9xr{;;EE=|G!)GDAB0W(r$neKuuXHYH3F zV#->dJ!F`ZU8k)-Tw)Q7FYsT-5qi}O$1%P^t7)Kcx=hc_=^$PR%i%79PFA$BS)_5wHKi?`pVK>PCHVw$y@U^iNttUh?!LPrO7!yzes%pRkW{-wMOSyQ`q8GMLY1^ItgHZa>%|ev}&S)9p2HfJUoSffU!zc zkoRC(dLOX0?b-_n9Avto8ok3^<>}5OZuoXXEPe}2HoMzOr8mxtYumwhh}8g6-i*@6nFO?O0!Z_$8xw z_wK|CvCcr)v^(#zyZSJkuXF2J4N25Q^%?o5#=fFG`U@YLN{8gQM2FPK)fp_Nb^nwW z$I3awxj;+p&rPk)Nkd5bpIST9E$e;>ft3el7Hfk@z~sHK<4+}m@Rk;o1jglR7U(6x zKS1f*mFzp|2qd(%PAYhUlOoF`xrBenehTq&4Ba}1PO5jq(G!@JhpG-UFNEUDFUUZE z0Cdxw>;<5^$OKmU{^>4EH=FvR-3U`q&dvE^&xeso7GXocds&k<<@RN1$tZyymCYY8 zx$SvZT5^zg&t0wxo!uFWyNrj+;R#PXnAoAMEp!rQdc6&8?l74C_FiAg&RPw)+!uIA1dgmzp zXg3lFDB3Mw0W}ZOHz)6HGVMAJoNQ2E=$-b7X4Sua2@LGDlFpc!%8f-Hn8p*`G8($k z{UI!DW{=(5{jBPO5Q*}d(&y6o;Rhc;4eI0&*;wg?*4lA}kOOFMZqPhS0Q;OfJz|7< zAQ>@2^8ZBtDUifNUrGV$YUc{ukbN_c@gqTj&^{C>hIg0mk`R88;C>WqjVFNAu8^SA z<^HBg8`Q7NPk$kIj#39s%hl;RzUymObRp#68Ye773B5uN8&A+zyTW$BF(#-~V7^;y zF-}!wsIFHx>2SEg;Scf{zy;_q*%R+9RqNfJCr%-)f3JRv7s%fc@g68;8YJ~p! z$;#`T;wJ}RP9U)eq`d4v^tze+o&eoUZqE25%@u$AWu47iT8)@3BY*C}Hguh!eVWrI zBAPq$DNM@1vYOk_Jm*JlJc7v`36JgT2;n+9GOB?I9_bsE>MQ1^?!CHR@d6ATlkrp@ zP9=)z#Q!(3Dy9SE^by`bFgI!R$7JfQ$vGn&bh z(kQ9;_hz4OX6e>3HOvty;uwuDVSSH#yo#fSZeL0+8Md9^(yA<>6cWeifB@-dHZjKLVBJ9nZEznlnam~TKrmZbcQ0#d_*Fz zmY+1OG)AIt#VHlt3OTojPe>eOVnAt>Apzvcct%ef#p2xw)9(?MMli=@FqGEoUsKG^ z`Ijuwtpw|GRc`V+ciPNPV+L1IF~$N}MG^#B4MClq`dCuE+4DBqTQY6aiF{!gmv73p z7>Fl$XMp1S_2c`8Qfth+zDB!Z@OS6EW=_<>MF>b)4X}MxKFso}7N)~Eep%vuHzV>Q zpG^u-8Gg((1JNQMD)=2pQL{E#dHU>?SGGl~HfgL7`u=*QoU_$cu?MF08KkpA*$kIG zE^=mr{T>D)9tL{;2mhBqJOnGV&@cJ#K7&LFSZ4U?1jqzM3tUbng(56k$jGgIqiN+a znx*tc+(*)~gCs?$ETdZHl)JVhzhWnVaesPKNo4tcR zfAT^*hL@5|FR^9Nf%GM9{9ZCEy`5Gt-}zhBW#BXrOIiRo!t*nwmx+03C8%eGFz=J? zH_%D>Yd<6tnSLZ-Ns?WrD1_01U%&K2kIJ&QSfNxW2$V3N%+Lnq^p{nd@IJ1Oogl5(r8hpIf@l7W+yukT{KVaAq9%1)*>&GqI>tX_>fo}{P zEn^sIvvKDG+x&{%&|m0Vu>%00|G|Hm*WYz9a(puic_ljWy}|l#Mg(Weaq1GY1N*QD zWLO0H7X!q9X@K*WSu;?LfFRSE(fxLo;CT`&r%%>Wjy&;xhNky%mW_GfNDN<+b z7RKlAjgbFM6udVI5fLSD63FL48FL6mV_nB&eV|L{$^?dSKjC2sE$@k}&(grV#B$Zo zkkUxVUONuVDMNr!RsMwp7!?2j{SO9+e*j4S!}$l>abNa~(3^21V{jug`-=hMzcj%4 zm-!y&`L7WrngRr=wl*0#X#K_h*0Kr>-=J3uP|Ix^R0UWsn|rzt-Jd+`Z!U#461Ivz ze;KG+=>?km_+|hen>5-e5(dhF@(oUzvX^gywr)wWdBWBdpm-r>u#h8Ld8`FDIg9u} zC7xJLTbU#B+@%JIs=k4WY+x4~&)`{-4x8M`HMHBw#rQ>-EcJHVtn!)TY6D~2gDG_m z+r!^c^do7Y6hr)K5N?AVk655Mf5Qu?zm4N(J%-4yMnJu0%1xW+ybOli?<}G6ASvyC z1JO<3*KyZ>D0@9?jKfChmNjw2qFnYmGmuceWxYCLfot|9*v5^&A;_lvr)185T1NU# zE_#xL*&i9B&z`Bddv!@#E5RJz?df+?9@O>_awS|za~mrGq`YltUzrpIZ5e7WO*8aipdl-Ggr97~o z4jt&#b@9X8KFFI8@u4c;;Wt8W&_+Wqtk#sJ_y~_>U`4fp)NxPrtghRzmFZ{sPg(if zsqU2Oy6RW!e`tCl<)aRE|OER7^mEM7C}%D&3OQmXOw}93wQ;%2jny zAqUVz5lJ=C-ENEG!xW?0ExcJrS{NwKt9LP)fj|FMny(K>BhB4gxIFueoo|i`rizhm z;duW8cO|JjjAj&G)C(|i&NB>rIJcCVE zPOV`5RZ0CAuxYkf*gB%Dq!u}cqvYh*Vzv_qs0IE-;YFDU35R3Ti*qq_`AJ!rf4ntDEJDy5t#bWpr0v_EC?sQ%{VxtE_KdwMfyGXPmC)w6yRmtCE9R z=Q%gA7AX6}XaEMfO3u=nO-RI4;(HPUmMYPRT(3N)1aDyB$H>IOSwSKsLeG>1N;JBv zS5A}-%5Xu50J)kLejyb>GA2)3yGcYKQ>GOOj$Hn9%JL1CYa-yVut8kaBhW3h7ELRy zfxQzrmmF&e5+f6M7tQF)EYwO{#Y!2wLnEWayef72+$h>hGdMkeneUFW2g{F~hS!=L zV23`~JvQ@;Qk= z?-561>RgVC5V_pW?T72e=9rw;%Kph;s*f+~1`Xms(Ct;k5Uu{i3!CeAUbcIRA4h{l z*rqP~iWRmFzq$OYsD4mU*^De#%57mO)dp>1 z8*;92?yS;qQ5c~4BJmf-Zj)^cW&Fh6Ci|Eqc)F4-cspcZ68cJnkjb<4O;_U?BY3Ia zRsr2_oi0%OR*1XW5(KKSgjXfy@3Z5 z$h>-n7d8^=Dmr&Q#}%I}EOL`Gi3g!nus2XoCPIZy_c9v3%^1u}7wK2%&^%+{_f*bI zCBn4h|C?BaY5!k2Kmz*z5Cg9HS4`=zf`7zJFtp%V)&WV3DzzLG6pLY5PhBn^3f+J> zXdKAPa6oW&Lz1ZYeP&u))|_PUJF?HCyQwZ}p6Wa7Yduh-nb^d_*KdJS{>r|=nutRs zI=_JJm$ZUWp?wp*;OpeF6rX)gox^bKWtBtnh!$|JGXs%RAZKztG*?W9o7?!^UWu{F z>i1RSfw|T)i|8ACj}p18TXn83Mw{`!42X9WV^Jetie@lPtxRVnH!@%*q)=E)JWCwI zQHQ<#6E0?O|8j;&gFzB$iYP3!nvc51b4p?OjnuDVrm)K!;dMclu=0`se7cBDwf5T7 z8g!xA;O2u5q6hJM=_#LagP)OdhfbZ1YYe9hUe& zs4D%w;y#-3_oKY74lm0>UuU=3wnA)VGmkGLIi<3_e&57}nb=IwzIJDFuexR>w7Ake z<1Ce)ZCzUtU@dk`T8^$AvZH3EyG=~Gw-zpqmMycZCkTFIEj7?0aX5DQq1TABw3tt=wfLK!^O>Q~(l zXW}dz+ulXqsI0uDqFS)9I`G(VJk{k{Hs)N~fzGm`+^_>2JF;H~)5H+S`6ePtf^+l0 z<%;6^6JEo$j9q0R|M4|6o!tn9uN-`bQ*xA=>9X z?2$zq-?hbSMT(0wfJZA9Ex{Rz_%SxW*GA9>UggVqfIgZI< zTOz^3!vF=Ija}awKzPx{J3p71!`_NFc9w-Cu;`3KJC(eo7${3OziDaU=>-bj3c<8x zQ>U~n6C8w7J~}wL$Ey3j2cPmAtwn%NhTN?IzvLJWgLK{zBs`QMY<#)fWdjV9Qt1A& zOuGtDL5(AtBJbzk+=4soQhdp}SX^A7R?e_au}z1jH7v%a16Sk3y({1Up~Enz7E#iU5)XtarOHVvm|ka+DOPNhG+rIj`{>Vv+}ttJ6MYvrqfn(+xpTuB8Mo|v z%s$=R)_HM+Il7Zf%8vRoEydF3l3=Izdakz_k()OvOR~C@0=ni(tRhrc>hI`W<6y!1 zV%TxDWm~?rWWXjVAH!vc?-6Y}`z>ry)u$)0`R(W?NgeD(fd0Yv=1(nmGo0F-VU}*BQ;H0jxiI@ zxYtjyoNvAVR+I)EF1;d}S;-P-)<21+UO)yv$2>(qJgYL@fQkHb{?lf|ZGY)xKH~H! zqqVR_R*TEQC#lC{B-qUAoR%}(Msp^D$^M{@U}GLH)gho6Y@vZ>^^BYmg;bP_;+%jF zaSoX(-z887rC5C0U&~rauzKd1q^MGh;41qiP!0ny%P5)1qrmEo^Hr02XeL}3!A+Z3 zqFKR}Y@It`8dQ>nZr|R%N!$rZY;m0&{SLW3ICI_6GG0WOxm~`=8+0{5>;1G05k$Hnx>$N{X&%_BBBd=l2V9a_8 zF=nPFJ*~!bFFjf>VlcJZ$kI-Rlb8+W1%lNYJkg?1f{{KZy+H7!htfCcVc)dm5RyY~ zv7KxGUmK*rGGGX$pmOqynYYPEX>$080jn(ToQzXyMG)T7{^d0!fGKq@RC(FIeUfn+ zYi9EvR$d2uK)wC?igrb`s#m0P(u-ap~(P^?!b_K1q4D&XE+ck0F(}rD}Yy&Jhhw{F5oc}i)4G+UNV7db$ zrT0;!^EOo5HAOcUT|@0Awbg5zh;uvWVLL{JmkrzyLt_z`b{`{~Cm~gYE^8iGsJ+B+? zV7}D#2OUTbLnI4~8*8f91eJoBWx(&z3l-9hfownidP~hpJ8P^v&^|}XS)1*IDPt(g z(B0*O+-FnNL_qF@53gIDH@$~ej^w+^dX>Ka?fYRIh;_qE09cwkP6yNmvQ8v4LJ{ZE z^5n^;@v+T$q=1_WJ5i;`2G%W&NtLpF5#OB0pFA!0S0%GV1@%8dB8#%kkOqFQs`S`q zqnl^UpMHxj23rY_^x*Xrm?c`O9s2D@Nj&>p z*OG4J1Ip!-r|SUa(ai{07SLVv&k6%q{59#dy%gpK@~=fDZOyuQCS;}pX#yFV8HQy; zd{WDlIzje~elj$2&-ge!w1U~G{b^)iL-a=3iQpxEmvm&ZI4U;XD_74DFWn9_sP_Oi z%@GS8mk7BNUcB&vZm|$f`1y5c(3-#cH(wA4i~?y{{xVc9EaBrczqC(EX|R;g@Jiw_ zvWNn6!P(MrMFNkW+?5m3yf(l>uHW~VVNFatQ7hrCkt0)_%XtscWFHfrrP*bKumH!q z$N&Ty&W~?k^tF53T1zo+ga6LhRV{!8kM>5!x|Z@?RKNTx+9mA>d%wu zp~*Hc3%dj?O9}UOXb*4A>iS!g$tPZHCgZi$d}H*;p7c@xubN02SC-~eqZLT)vDTzs zLTAl^Q1lzxRC^jmQB8N#_tLhc10sF)l#p5q4`xIiW3o+bGp&>@&45U+z3IHP?Pa9_ zfBci?yk2SBjPT@X3V<~DYhg(8bQ!0Iyx}|hb0w=cZZ>|Q|L7We$}Cfz-Fh)2IMPIa z7P`(Zb|CYHMqfam)Q}bySL{+zkLspi$hR}A-LL}bz%tVc6r-rpF+snxpf zSMQgYKV*&CMCEI-tiVdO_y<{|YPy}T5}^2gj?{<%3ivoZO{A72h6KQk=c82uSOl+5 zkV=tXr__1s^UAPH7A(XDQeK|TPH%Bh6jKD8^)g7;_?_AcS?kH9oAs$KQEEEC_*$h% zasVn`CYfT7M#aH`FK*InVzvG<(f?oOgL6ree63fzgtb-{i0Fm4~emj#~S_6VVq;b7-BfQtl|J)gQaV1h3gl zyRC4{iyabD_B%iqzP4}Grv`(V$v3v|4(Z@Tsqym*2fK$k%a0haj=p47Uofm#%lL+* znfd&C4Rmqt?e@x?nc+%8 zocm@_5HtN!<#Y#V(~10`KJ9o$Gb*60yDjWWS)k5DQb!gDdDJrE8w~~-bdR%wPrdw@ zTg9bpQyTW(V}@{S^sC=VRJk6!i`%_T!gZl{P3yKQ^;4>q@4jdU{Hb86*4+_bWp(e~ zQ^B|$4X9~CS2Ac-qO>msT{^)YN52dy+cME7UrHy5B;me5vQ8SUN}WnYvZoY$dIWQ_ zvnKfA&Yv5-OD3mjkB|x*F_?Z|@imt8r6S28Xmy!nkv;lOTu3m<4*g#y^}oyqcgRD6 zTYm_LX!ir+yHqR>rvU4-szPyF;NgN(e%9}gIU4Pv20;(~`BM=-7r%ZrhG!QJ zA*yCY1focmv{J!MH2M?ip3$aK&OR`O4`@Z-*1J%Z4!y;}1joHQhGV_bb#GAy6YxsY2sPz-TaYpgW!>B_4^{+IkF9cJbYgH}}V-Cw& zn2`pqJXq%{G4jt2Gr6q$q(HC$7kae{5yy`9yUm0y!vEuQ|r z@>YxMYV_IO*@7-cafZ}gesWN^6s0zKIptZQF9r7&)WvsXU;8SF!}$Ey53;#xcV@iD z3;Vu)c%g9TC)j)3Oml{G5CwYS^EdnDi87A^72mlkwSWlM@%g1$*_Z#6)%RZ#t%&Z= zDF?~`Byj9rIM?hM&2uSGSAd{uJH_ol!?kAqUJv8wciD1WPWan_G`n+yzJ7>SIVnfB zf;m}bhTss6<&`&u6OYy6Cb#t~7gFl7^=*yGYs>jV4ju42>Q`&aW2W)F{(gq!E&L>& z=NTJ2`BRNu%Vw7@ykW%9- zh{B0J)wsAweX1YH$=M)%-*yMROi7Pnhxkm!swLEf{mkjYhRQT3|!yJohYGzTc{Td?53$j%V(X$I~0u|sR z;7xalAu{XQD*JIYD)7eqHKn(w;xBz~jo=jXO;E99jO7vVkoaGgQ)x4XlDg+^)@Y)% zXcmEnAmy+=v1J&n`%N>!kcYX$@QSXaW@X$AZM?uamc4UmTd>IM6bNqTc8RqNBiK@0%3yjOE<|Zd zu-vDGC$@WMtvMJA8|>5=Pjqcs?mN2D))C7I@>q^WA7h}0Zh(Hj+g|2_W~aep?HHL- z5w{b&4GwOrIpK@f!D|9HOPOBs9o-JJGL?SG|FT!SPw%RgaL%Z?6hf0aahLW`P@IC?(M999vm3C`(lOuNhepxj?-o9!FQe%T zx^bkZYG_Z#EV=lc66se=+ahA`CO@>$n@!FY_Y@e#kKtCVX``)#NzBSgl(NYFSHi}1 zWxtcr3%~JJI%BmrmB0iJQ%rHK;)js)RYzXjr`-qbGw_Qh^_$HiE`#B**4JVgf@bWD ze!XVkH(+awBQ+JGF_OUi*iXEYTr6u(ih7tnJrIoFAmaiPrj7co+*-0LzVJDZZaJ>f zC?oX~8ny1!0CQ#@HJc1+bPv_RK=jZi4G;jskTG4{73BG>&zA<56f1*xX5Y8_l?G!;oa*IiaUEn3L3fNec4V$RM{rY-02A-rXt+OPJPx`nALo zMIc^bFe@>+%(x1LAMA*Yn@F7qqcI()Co<3sXzEY!gLBE^KvQX}EfmJPDI&wCCH;FL z_B)h-S6f7RD|o_)444t~hI>v_8&R?a(E#B-L6m%23!weN*Jy-N>u7OMXb%^dZNgE( zK{snaUeKc_uK8n|@R09|8)giSR8;kG3%wgHT*yj+mzT(mQdyi`v&(u6^#$TD=_qQ? zr;qeydor|_A>>ji_qs+l1UTZB=T$q4g-a;7D zf{+0Z)5Ewms(7_3+x;ZVBt6pobwn`_^p}>Ze2H~8LuZtf0-P7pW0w&eWz7f~(Eed` zx}SqclUSBk&@D$!=f+Ouz&_!?z5@m~>HS#BCk&QPNBHH$QCY~4TO9LGN&+MkY{M-( zpG;9>S~I*t%5&DzMD%9O#hkDEP%K5eXr+cvd4^1RZW~EL7eyVq@Nw!$;5<#gLnF{5 zIuKIv$U^4GqD3Jn3%q>cwswtYiYGsLdKOs8O6HpQIVg$CyaYDKsLZLeKznM&q`Rd^ zJOiHraFG_y9o^{}BteTIEuaneeCa(`!AezX7|Buh3xBzeH2bf=iw&XI76(W0 zu&Q*NIN$;2{9KC+rz$1-2^TB@j)@6Vb35W!mt-TbnrQh86^Qm72V`!2oOi9Ddv9P^ zUj6Imvc&m`)S-#gzQ6b&BP@fI>rvg(QW7a=1N?Fm-2B&FYHev{X%0xJpZRVXszh-5 z@)9^>#XHwfQN(e+nejt2{&Wt5kV90x)4S}@%~)_?9x|gru$K$7F4yw6uGUv8H;WNO z*{Utgl2Gg8)7Kdkyl@?i_PdPSKi$z~4O@H%O}Ycv%r@R^g3&Ww{hrJNnmk>F9$m@z zf>Ou)C=2z8q&=FE7-5}MB<~#rS*j~|#3D?T7F?5@We?7MA@j&xI$fd*zhYBk9oJbc z-&gki?u1_|K?mRG`?%qcAtKxaihQFBL>Fkjg5>Hf?Hl@h1_Dt-5LJ|Xggr|{%dkm& zw|WH5NfFUZgPQf)`lb${hirCTK*jLNv}#k;f%>(qW5Tz_)n<>sZ~eB<{PsNPnavc{|fqh$fj;3aSdmu59S;sGKsD+{AhDwM-Y08pI6%PkMPo!#6=##_B57fj8$HMEA2Wyx34Wb#O{ zf}?#q$8%X->fsvS1)fGA%?Ch2C4j`K>YEe{1Ps8y?oxQNC>GjUtRVQRW7|y!n`+#sc{g98@ah9%b>){g* zW?BoekXJQ0WjLZ>nRqOb1cb6#yUQW?u*X_ePh1tR(CAYd+P9Klwfb=FvX11jeo{B{ zreoLxch{J8M=V4iOcihch7}%(jg{6+-j_zS#xTzWV`upG?ow_u)_W ze`?>D$_e7qW@v$by1fV7-EiuQj4BMORI8j`eM8y9D25gMdVRo); zTP{H7yKztG*T0cnM7BLpn6p=y2S8JS>b{*6ER$SE|0*bsR*})h(3;;OYu=)oGmAEu zuO_WZzeKrBXNQ?BsDnMQgB>1)^X*we^eh4RAA)1iI7MNRUSScy{}7{n*eTz4ONe(% z00w~Y`hmXF4#;WeGowoE4R+jty|JoFUxA0vRA=Hjd+oo-3XT$4TMWc%?p=W~PJU^8?*s zr`QegiM?#!NaLng{8EB^j!TSnH)zCG0C+66^q8fC!bc-RXYm%9P6PlY<>H;)EMnJQ zeqwaEd=6qa9@o*()X@O=oXGCboq0e3z(0DKC4gddx13@R#QTo3pWpr5)LVYvGv)>T z=j2zcvS}$i5FGow=S481UQuef85k?X7Ui@T`tU89SLShgQNbjAn#-V#0|33}K%=Ou zym*m_)G1>PwP67u?8LxO7XyrMtUPx=XsdOHfL>yAh;I zq`L(~E+8e6(jlcHAr}E@cnAFc>b-y7=QC%|%&UXttk**sB09>csaWu6ts8CK$mG2htU);s1 z4LgPMTxh_H;5{(KkuxZ!VqTr zH+*`or|dU-@+E|m-S#T1bWA?Jj=k>hEQ#=OCopYy+pI3nl468%wx7e!MPDNMZg4|6w5ii+av?WZbVBe%Hro_Ozw zzq~O9ZWW8b7E613n_*8&OH2Cji4c3Dt-n(5WWj<9x>2kArd@d||;z+PBd6SpZbw30Sk2jkF}T=_NWX2r^cODojxwXT zcMbU%4{}W(r%(JCUr>zD`tlhd7g{E9o+Sw90TFQ_2jHLs48ChC56y4KRagzeB>!q) zoCP9K?R#WJAY}!Y$%m2_g{zSRweEC|ehMc85CTJn3v?5pRD#sKdT-p+tdC0eAUaRf zmVo;G5Fa*WV7jt#9}*Iw06Q^QTi!|ez4R~67aB+F?B<_X_t1PZB$Y^sBH&B$g(%@C zCWN=6Oo;WJ)X1fl;*5q1im8OUZHQGmjd>ZrAL5rCEX^5iBF~*tDc5wa8Bz(56Py<+ z+r@#LvEKRm#Mm48HA6Ni31U55!jJ%gPQONmWKl+G#TH0vM*o_dk0I+ebb|9&f{cLe z6mYB^&4!-Q8FlNeb_=p#G(D+#fk-A5*U$_*ofLjx=|6M!cnYiSBt|20^?!C}m_7N% zpe7Za-D1{!rS<8|RLgjnv0A%0nvB0gDm?j9;u_;-9SzrxlNXwNIOa6k6zDgwTGkmy zWj=-2Ga6I*1%_V@s~>Qnc9fi&oWVB< ztE;YpF_6e7pr;{EZdhloqy0h75;l9g zeyoAkWVJf8*&SGXtci#uY-qqI((CP0HZbU#yK^cR^FYI3v#>l^iZcYEJEH)_9xygZ zO9ti|gveIsgL?1DTUIGc2y@;EJ<}Op;RVeMt|E60LR9Na`g0UAWzm1PY$vU<-b>sH z!e0{+l`+`>CexGbS9UM}VX+lkGVs@g+%xg-ndlA%XjsnC7#?D#G0Ux%4d9e7b*<%9 z9`sDa!fA)_3mij*GGVy~kS!Ai0KosI|3>~_=6{#`zwm#F>gY=i7`g}^=0`$TAbJnZ zCoAHVj`BS#5}O@n;~`Td>$KT*j-|Uua&G5>et$iX`muuA5dr$xK9cSN51ESuNr9pkx-#Plb_X=MDZ6!^6!{a@P?=wEr)S(X*et`5qVy;sUSKVa~C-T zhRe^)wH0;!HJ51^K>|AImqc_df`k!G?6M*zW<#=NMj1yEsc3bwFM=;e)DTg$xtlnp zJ}7)`iNo`pe@_opmEw8@i{Y`E0jmi@ws9l;nH{^8BB4-JO2 zF81B1J1416uTvy`#s}G>&13Q&zq!+>ALHmo-{h`;_UgG_q zT7$&*iz9MDrk#RJ*0}wx^e@vp%qRR%{pQswG(#|3hY6fgrLHiLzbIZE@X4xE)T=0o zdKPrY^X*K_DRXJ5%14!8=;(gE%%hoHZpJ<-@I0-1If*sx!)!>I)kB$oj$VcQlbis7 zPsx<6eFxH6@)WH$ycCq?hkSqQFNaCiE@dmmYeG~kBgBi;=szd5FZI_46-Vo!{H5pV z>`!2ZVQI(6o(7rh+PZu?t-Vb)@LJ>L6Up3wE*g?>;GXQ|^Y>j5jla+bJDo}P>VTO$ z|56PyttO2si+1}h&h|N6* zwYaD6i-QI`5fi*n{#_};y#(OO|1I*M=0BID7XVK!n@a!c_)uJ}GosOg-U<_V7<2O3 zQkPB}c*e$URdKew8^)+q&RQ8sx0As;{HdpEuuMsRf#3v*f#1n9TwcWmT|NwxbZIh| zlG@e@vs1m^91kOkk_s(IDtc{Bh)yptFx?D)lJAR754TbMazhU$of2}IPK)Ct3ToBm z@zh}=1X1)&-#qmc*A9eiwJ1V?{8?nWv7AF(E%O#1XzGDvaa1yqOgRX=t+9Ngt-U_ST{N&5H8o7W5z7d zi5$K(S%l@xcTV$Zd0zI(~48I2E5r<=@M{3ZE>(s(z`xAMAa z$y6?)vJ4~})>m))J`v{*j1-l#c1dq;TZI&UtSYeh^OMeUQ$XpAAz?frXeUY0}Bhr(r7V$xn4VzHwOVWzG@ej{B}gE_aOl zmo>-T0c_yZ66Z4w$q>>MKQ1GjP(3rW?U-OiT;l-NBjBrsq1>sis3EmlOly4-yek98zFc68=TUX#2@R?em33t4{n zAC|Iy5lG;OS^~Z>WF4PM9S(Y*RwNIsDJOl!PL;ifKS*Ti=Gqz6_%Xz+7Mav35_7Tz z9a53*Og`YwiF|Ku+bk7o(KhO$6|T@PZFQC|Jf8Lrt+nY(b4spzMQvVa*754P0=PER zim(MM$@``lIq#LWdQC2gb_Xl~H6v$CS}gQ%6WP?q)!^g-Lf)zGnlO3Qg^SKhA)xR00~%?VT~W%Etp+va8M6P)@3oG z@ZLzHA?{#@m7WELJmMhXEwhvi845v2mI6_RgT;}Nd@<4CB)IE5y|F|IWhjawQ(<*8 z&bBNhegU3HBSolb#TjpvUW4cn!HUR`6wF#S$b0F;1bR|ME%lZn99*5#A8+!3m7(Jm zaDg4%G$|T-8L_D_^{q0~-vGiGhzqSM?H7yEYY4-RPX^MbQqu^cp6xmffNw(dWE=3o zj5#F1{mR4KW33r56mp&B`8Ch&_@a#ng+Ehd_0iVnXV!ScfS* zDX}AYhP&3JG#g@ofQx}(MI*_M5Mvv1+JMOKi`FTcBSNDzwI1pKdWZoCmkr4ZB3XkQ zlTmC<@M%)MkGEIR0GR~s0c}Zbz~siyEKZED4N2uDDU;VWxzk5rM-P=Foi=XU!6q#= zu1Pbl*=@HB0~Rle%21w2lU6vi#v!c=n3{eT`nikgG5Pj=x7ndcu!?4MJkzS$YlQdE zXF<1WyiJ^j1%w4BEkE&fgxx2}U$KA1K#Th2TB&b~sy;@Lm&I13SVt!J9707fKy4Q% zm6y;dH8PE+JI|M+tjQ)BO{zyW#(kiD`NZ(br{JkH6rJFTt9-5S4?K!DZknOX_~~{d4F{u74a&dr@L!ol0uRrF;jM{iAy2MS1BG?K2iA16(J1n zR*Ex>!IH<*J7P<%b&sh0u@vbv(7td-cG*h$?(?^B`@pTnZy zYK^{8zA@!Oijg(IolEtk@dI;3c-TlQt3oVBBg&cHM!8Q%%JS2tqebL9S`+gxbrylv zBLsM`CokH(rVy#Kyn17Ym%3?V0cIoCq;Y$+#1`<%;#RIVq>}u@;4V}-;jj=+X*>{J zL%gOeEh_M)56~m>s3(tYqa2V@pJMkk{7FFwYn1%-B$QZTo%^ey#mFN>r2-Pgu{WsG zr9@~bJGy2OeuSuJSpwr}B%Q}06h-NpvV%1qnFAqjC`0={^GQkC7ojE_Ze7QQZfjuL z9IN6*(y-cLZBfcu2xuE)iEQ`c8hi%NTubtsyK-%7X65LX*kx22GC0j; zjb~PUkFk~5MxosoB*c(r`|au{DK*KDQPHV|VFBJyGSXss`Iu}hiWB-auFQoV1FI`5 z7E9vP!8VdGI-JzOvaCh+>izxlH1iTxu`4{;ehB=KKI3{r=ZgF(?wX<;@Y2|{=EBkO zARxDL`+-pYOWa@7T&TPfTThRvB|GT)Jj0!OlQEdOQ4FbIg$BN@mv7&`8^BQhWV{XqSm4s5+9XK46aTUJO+<>n%qEe=kWP6n zCQYEkW_zN->j$V8k*(K2c(AXr%ET(B54YoMsv0Ln4$w#NnyTJQeX1x6h8%lTTGpL* zf}~aS6JvA*v_0M)iZXWs*K$=s__Q((cs-KPp+oW|>Pl+dI2d=@$?=<#Hx5_ui0BGq_p=?0Ak}%|Cf6N|o{IyFcMk_O>MJ(s zjZ}h=`A{VF7PPPKnzA2jwq($IzY+vwW6v}tCAP5e5TQAC`C1wPd;Nh>oj+5Y zl?T65Qdqk@jU>#$#g@#NG+vp%jaR}si6(|ssBAQ`f%-Kf1_l_Ti^5>xTdy=H3K5Y2 zk+(=g%BRpsQ*3s2VfOv!7M4JncN7K&{3FxtzG*#j>u=M*k*6g*M2TMYsg4Ua#!v$9hZmZpbGMham@|M(W$@uS;p zu9a{D(fj#IIb3!fs|{7`N1l7n$k^KD=k40Bs=#RzOKQ-A=f}urZ@tq^#Pnd)@CV9j4gImO^JTX zzz*lq?zj6hJDf9CT0W!#_eLGC{cmR+&PfWk5GE5^nfwJ!rs!7QcQI^X1?R2A!eM$y zaZ_}$MTArCp}hwEwaGC!JcNLSGKc92ujIthhY=yI5X2A2v4u5;EIXviPR1!>hJK67 zZ=prS*ndm-)Y2MphV1-zNuQEjfxyUCF-E8t=Q>{BnJsNnAq0ENUJfaWIxtC=W8{5S z%$9v*^O2IQdGQ-PVe*bK1A;jNUo1{5jaqlcq+NGoHp|{JqLVLRg#x1uRg%O6hki`j zT#rd@Ht`0qtfH{29#VDO=cfS;Rj4lJBai**QL5uC*u?=J@ahn@FkOhXr5raUJc85e zu-aX`tLRwQm;PkkRY`&JxsI@bnwP8vY9A=y)k~HdLL17Yg%_73))$2YUE}UfBhnpw zhmYKQ?A^h{Ay?2&M`j156nCFI_LjAaK_@4V8C@5;g}!8;-l*NfX4*oQc&4xp3NxOE zK1HM5#FGX+k0u@yX*yDh0Qt#HH|otF{ljg2IoSK=~AT943w?}eXr?e$8dqND`WPh21jYsi0b*fs>kQgbpsW(<}Oo8YffoC zNY0_$ferQjiX1j%6Su;D_|YHJi&|xt9An}ss>zb2F8uJ28PnS)wbu~7QeBVK)gcAv zG6ayAPz8{%!&N<5?06UHngj6Ga%yozU>S-i!jJV+wyyg0jL|#;;+Q)So(C9zLB}ni z0av0qX0a_Cy$gdD_VR7zq1k5#I00F)1PBsvdLwP)dk)o{^k;0GV*56T%h{ulkSq+_ie1)K13W65iYa~rk zNQ-J;h}PW@$0}pd904t)YcE17h~=~#D(7Lg20^JX@Jzi{Ut1y>(RBR!WC7|P_d4#u z3-Jfz)X;XAJg1L)0Ra0$`WN|&pQBJmicQ;hTX-L16NK2KMh9=8Qg8-C(H=oD9zkyx z7_fK{(q0N+p-{3=h_8PlX2x42$lE$g4D zxZzSs8VEd1+?uM^U1L2|7fIhc8!7LltyGhMZJ#LL9Na1T)3Jv*LOl{NSoyAIC=H0* z+IS)F4l}Qx5t|Gia&?S>r&Iwjsivj~m94+{x(7%Z5z-86(=9Ly$~%Ov(#JgY#hAzC0u4|6o5FGKN@i3FONeJ2cj{WdeH zcI44qLF1on8uZFaeBtan`j$@s93$63i228c51I2+TMZgS)0j1Hwbd#_h7Zrnn@k!r zw&QBq^<5a=S+R`}8XMLvj6VOUm&VrC_kIaG+K_{7rCL|GQ>)lrfmPbS6$;pb>Pl>k zSZbNwpva?f>h1%0A8Qrnl)GA_qdY7J6lkMBAJv;LxnUnIv_ii_Cq`?94IfOQ1=~Rl zT=wX z2?Kt#^NSmyx)F&qJr2h@`=W#!XwDM`S7W%5Uv$vAQ{%vM@x$M-R|pScByqU6IY8Q?i}QL0K-CjylI~TySL{KzfAE(^l?~+?%8Wyyksm`D(rBJ7dCf+)KLqA`{n;FT-E|fNc zd}MFmLDRtv1M3H%+b{?>&V*8;M)$JP_9NeY)%3N1G$^O})@)D-6Z|p&&CMm~vfzG; z^3Q}mb(hN+lkp_0fDf+AA}Zp}17Pp~|Hk3B_6in+lI5Z3_D;#_h+=uD{d|_^qqqyK z8zgnWE{KhpUclFsjiU3LQ2T+IUO)?wy^%-@RfTN^LD9un1<2?W3dNBWR~cc+H_9|a zL2py6KWM=l%~{SD>It6j>n}*mNdL;tluo))hW(Q}{7-JczCOChAGZAxM;c-^6)7OM zVYm)}l;Nb+Cmh?ijx6j=Z1hcZXBrq?!A9t@`@^R*eRYLI&u?1pB@Z_TMVbQTE*)96 z7wS{4%HOU7RRh9l&NTi?!>voft!sDy0C~WZOn2C~rR`bRBiQI8*nspe@_<_liDJB) zVsUo|^b-BU2BEql^uB5)0MuOgHla0aEQ0+3uiE{bKb4x5Wl}M8-2-$zmz8^GNewtg z7=~|LOvemQBRGS=p%lSSLrm=YyCmRmwfky{({+#@39o=YZ`(OD3K{ctE#^S~6fEK$ zvcyOugCDDx#zbKhooN${zpCWL<`#I{&$Vp-+)HnxbVAtrEnO_jsxlffuFd0wF>?fU z3=%3j%{$!Z6GjBgv>QaJM>sZF9@r*wzJ2fTE9X>&b^1V$pH!nxx689L1O*9-U8l=? zZ!;zC!!^hjHwyWi=$<&*CFn7+%_1EALFw6QA`G0^N{F06S^m_2LpU*q7F-iE;2q?4 zY2<4Gmt|EhpmF~?$oCU){?XwI8es|(VG7B|`mA}F{4beS(|x8T?oSI-%?nfa#3Bw5 zJVJ&e`mbQXOQa9G&$TGY~%yi+W>>!N-m}#8%RNq{KE8jpTTTv(bU+IWeg>0I%+(zo`D{g1c zblr_acln_===NG+LvP}!Yc>e=<@imCQaqRwUeFN2Oo&qHlVW2b8L>zivBK7JHd+Wm zgksim>t%mp#w1@zO-dWZrkkUK89pS$MmokuII@c=(l1KUj$q>}d8Z6Fh0CTv=@~aq zt@_L~HX;e!ab(sXOV*deds*W;UI;6z&?~DPM?UWjVU|3pc~)@p8Blxhg~=_*UGOm| z=Q!weNb(VnsBoFeYF96qy5jhjG}y$T;>K067fxG9OIruM$V+E{dOo6C-2;o~9X#U1|X2|SySL|WJgMSa7I-TRZdJGHEY ztplAYP+lw>N@*dtWtIv$BX#bL+`&5$1*}1WdT!U9cDh$Kt~;qObp9t?R+wL0aCi@u z!d&DOr|0=D)$?y(o@|d+2E#M7@7CGMZ)x<^Z^G}$PjD`tO+FEx+eM|tQs77E%uk}u zKThq9y^(b*?_WeN~*zh*cYo7Fc(YmApV zD@zaZ!6%$T#puYWhzT()s+EoWPoubf(eO~XzzSlqG->$*y}b4;CF?n4j;wK}()3JL zG@FljB2f(R;B@G1L9#HQT}ft0PnG;93-bG76%ik?B$$CmvIqgk>~Vrmn`B1t3r)Nsj&`5?7K^I^Nrh$;&LE55gWA_T{&HG`3N3FzgQO=yv5#1a z{-H%HzqEvnBE^WTgz>F}|DAT%&f+<6>>I>vD8_66={ik%pGU-o;sY4`JGEjubO#PN zO*$;%-|BbH73egD-!lut0--6+&Yc6f~*NOw=XSWu}oP~Z=g)H zDpb9c7`?!w7?(zuk)GsSnCJoU&xP^N*D>Ot{onQcQ|xc0|0CcZ4gNnME_YKdoJ)k5H5s9*AUc+7j?HB#J|I};3Wa14Ww1M8H|K23|~&TQMf zaCsX0hc7UFg;MM{c4;R%Fs7Ec{i@JW@y}GA3k4@3-1MJH)qOOYb`*IfMtD(>0`xZI z37@=fL=+g_Y^tZzaLCCOWfHb>@3n}A;cOa^MPvf6Fn!+JR>m-s%zgZ-&;lnGN}s8K zhbL?W*FAOe;N>V#30lU%IK}P!v+EL$=;q#w)uu~qds#VI#(}UedLEI9Ufl6L4f)*3 zwD-#`n2X21h#kZx*&DZ?4G#{9N!Y3(l~!7rk0z%DOI7F`sKtVfwc%VIrc0=lXyUy~ zpOev5wn=sy6XCuA6kmLjQ8rcudzq_xkLZs=_iu-*w_N=-j8J53U}$;wZ8=4#v0frSRrNb%9bWcY7_S% zhWdkjqK?u)$aiISbMr*|y0MqGH9@2}_JXXZ)D=mZf(6vDIF*5Q?%uga6kk-l7yZJt zikoHE(XT>db=}c0I4xle%pFLO*D2PJNz}#475q$N>F42+T?uSx;TZcvYTe1xPm=Dg z)vgO;a=ovg48N52{pr5v$|vI+ZV-q*e6c88ila6F=4RuSxig&u!k=2Pe#MW7!hYZW!h2zkzxmZP2Wh@~ch<_@ zNPGfz7-UevPa^fH+ty2nB#a8Rj!=+}dFE4IOdEnb@F4&W-FRFwcS5(2`Z)o`+Qd4G zqo!lyhA0ArFqHOSnqRc6^6r$y=EkbW`W?)7QAa1d`a^_ z6dhtH1+E>ImvoPOA36|7&D-RHD_;M0!DF~LfZ8E)GGgJ>V?kk?|9b1THI#2$4X&wV#cE^3qv#uiH4 z?>iC_68w~J%UNt9nEF@Ak-?2PrF!$IW)vlM(;}@Cw*IxGJG6d;PGddwHiUyV_q@e; zI7aug%nP!{bqb=q{;(IC?%3$#QbSI~I5y?aUl_PCQx8ctB)lM@uz2FO8Tjhf^;-9j zomdne)4_Rg%5emIa$|1UFAVp>G={KUXy=+zoF9ikvb9TC=;#@tzL`g)*|pRUw?D4Ba;|>8YJH?2BU_C&(8XM{sqlkH=8bMf%1-Ey;1v}FDGQyFZlZ8(4 zMWW=)sguC?AP5KVq*+hgb;Vquf05n4t`NsY_boiImfcTYxH#@5`Mq z?}q=^ZXPdGTb=r|>O4WhhGLSGm*@>+Xfsu-}D+*&@+vt0J~}6(&O$Z4kEel8ISAglG|gA0ajpb?^5{2 z(r$z|gjGfsup8y!3kgyjwLx%$*yH@z8&XF2cLcI+~&LF*9KQ3uWAb)8yZ1IbzF5mT5vrT;PI)tsm4!*{ud#|ib%1%xe+g;1P=I+CbP@EO2(8#PWti5o4i?vbE z3$3|%S2=I$fhxDPOf4*)LPewQ^mQ^%eti-)Hw>-_pG1-RmVWcn|KFG1nnvJljbs-0aoi4f~PDpvOB24 z#ds@t=iwWy#NEhN>*lW}IFZFYuT*bn^*+Qz&#ZCQC zY(P%zmTE@}Pu#2H6qZUOUip&;qGt~En81N!Q*s94Effk|E9VuYY8{0PX4IS`>0@$| zNQXF6HK)czYnn9w z;oeF@*bNBP*Z=**>lrptmi838C2C{bu&`H#rnEM>t@S}C5-_uREo;zd)Ptj1y7o44 zJ);++%2WaL3kT03>N|QU-#!-OTxg81x`KH5=QQad8fg`x;>WT!DtKLs!bQMbRZUD6 zvHKbLms!XvMuR`dn~S;}7cs}fp*W0y-@-j?#m#EiH5V6j%!ffJUBfHChmpZ6U6BV< zmS#v?kL=|OW%_5(d)!45GkL&w>fdlF;Vb-^SCRCwd&+0;jGQtQ|67!+XcUcll%F^Y zbxleHovSAXvy=`t5(Fj=n(hcSIBP=m!U$MUCun$N+zNtNs92vgUd#P~xsl*)7D4ZDo>$`j5?xWhji%OFDq_rF3;G616XLLHpJy|sF<9|{iK&AM{ zzN&pn>_C$oP(l$0u#`GzSk&MLoOES4P|N|OpjT27TuX13O)B#c z7QEoIZ9oiRcThY81py&MecgHRUcu0VZN&qwR5G0+Z^=RT4bWqu)H+qzd+8gwc7Mk~ zdN_jf*~2*K=Taw5NrmDXIfQt$E^@Oj;+jbyijC7^gYzXCWoa5E`BOL{$$oG#GI1@1 z7fz@)%JMIeLx^T_kz-q*i&k+Yy4EBzjJGUgSq<}D;3IHo?%xr~x}`@GFs@xx{$d(& z+zuvpdlD{E3;459dtyYiuE3HY(rWX;e#cCyQSLWV>ULeqs*frR*dKwTL2WZ^#e1A+ zF8XiL0Rz*2FfbK^`$$6SK9Yz43`~Al{aa?k%A_CyGEs-7)H?XeW! zS9od^`3TcOk#vbyQo_i!R{XMO$wLt?R|aLi$*V%H3&Q;d2p@GD${06H}5cf^oQRY!C!N zzA~?XNwGz*s&x3Hd2_*jF)X}~$dgub7<}lo2pHsfS1e7tt2F)C1iKDu<0wfjm(D2e zhA3Fw0YTr8&X)mh1@sv%oa?^NAf16_L6p^nLl1p6*)Juytm~8`esYaa6E(8+^BWLc z9I(P~)sILhET3>UqK{j`MA(H)1YyUayKocMh-mEg#|wM|;m-K)?5=%CZ1!7XPO))JF2N0grP9%^vEMcrt`<_n zyOAgtQlm?7g)M=297jYHskT<;8BCxVX}&C5SH_qHr0yOu0K)%t^%OPlUj{a;Vz4ek z0L4Y%gkt)+7Sma-{>#QHJ7`+hU3>u-7G&q#UQdamLHvbg#R(J{|+|l?t=|i zxdFtDqr5+VyDL08b4(@>KAGt!&PmC}y>KUueU1>Z`CgLt%|JL zlV|JoDuPfcVQ3$Sw-tSS7Y8v5|(TJKJ_<~gE%s_t`yy4tAfx>4Nh zF9d3#v-1(FFCh9aougFDk;d(@KHxEpoLJ-3rI+sT=o4tMrx?IK&po9v5LqKqBwad? zuSE=bi{0$Avgc4S1!>0)d9zL0xX#~8>=8bo6}^f)DLPgVItPmRga|Y88vH`~Vyt4; z`$fb2Q+FuD=67snG5z=0wj^fVaF>>&0}JpIjX@uW^cy;^p8kyeiNYMFA+x+GdZ9m7 z+OIrNUJ7khr=gh?B%Hc-y}u^iTRuVMy-<`U!+CT~Kbd*0r^C_FZSh9$NI-YQtUaOL zR^^X!ot=d;&e(VB;GMYoW+lomH(LIh?TX??4T>vBDmkH_-4-1?1-ry37%GW}H7OWK z35MU0*-rc8td|%I=A~lVO)W`{G!x+{oZX#2xh?$NQgqFF{^R2K?jram_%8VFkOSs; zJ@fkYgnACOH_E}J^v@C7(|iFx&Z!P5Hl;ZyM1AJZ>V zlso!Ph2BolmC&+3(`hahH-&hYU%ItXRH59h2_s_pZcZbw-+pm?U35JZU-76cDE~*H zRm@kA_EJ+ik)jc9Wr9^>Q+4p5lAnmpJhzuvB_V75i==Yx&IIg{n>-5{ajMC@XH70G z_3qcc#*7fUw!%j)G5Q}zCW$hp(k3}u3lV+s>R7Rgx3ft;AiAVw|GpG~MfuJydoMjE zn7C5V7N^G^?5~J9W`aZcee%Tludi0fzAMw;M_$!|wxnScS)d?mIw&2f(?#BVj z1)S~0E={)Sx@dgAnYZlIiTz0|?<7k2H471^K+Kscd%SGD?^I>rRyfT(`gFYB zm6>XVPYFA+9Y31wTf(C}_DyyAwluf5HHq@beQ8b5i zyj7e)?9Z0CjqTIcRuVQ2d_b-xelh=8sVrgJLm=a{bRT6m_vzLVQ2#j0%vchA)fn3A zXXEIJ-4(dM|Cu7dzUIHRi~Y2* zaCHd0E^ymb0{`SQ?va(L&N1HJ^LU5CQ7j_ILf-u9Jkt0Bca_JNg2YdljI%LBsN2E} z(|ag>&xu%(EQ4Qge51o}E9AP#n|-*?Ts$(z&lBin8J<99L$+DwF6BEJv% zzugIGIDz%3y=;nnS0!0LThFRG)bh?_&B-HF7{V|QSw8IEH9EHui*pV_RRk}#sGf>( zSdQ3EjB#$7!8^v=>o>Z^pM+F|XEtm%IqIoxpN9=8y~+l zmh48PYRcW}lE2uo3rRNbO`cR*dn$Er`CFvHE;hhr!P5$GCN6hs!1isq^J8nw;J(RU z4?Hri8>1=^%Q72187KW>AimH7b%1C|>hG0?BhyF>cdel7mzRKD|N1~oh_ZXEBntMPX;@A}Y~DZM zXX5(9{kXrwTkzCVqmrpb$VK{44YAHSrym#}CM=!Aa=p=A%XEdRGW~A%E~y(6QO?cw zMeg`HUbJ4t9z7NNcHm)m;(W86jQDxsQHKiHPuqAW_HDI74qrinf8&q5Y1!#nH|A0F zI&mhaTwUv5bME8)X2!D0tGQ4ZtG(lC&nDTQ*?A-v<-;Emcpq6Oyx(fiUisQtfUg#8 z8e*~q;llPx9?X)UpmH2LP<-Z3Unda^#kLEhr_DA$TGpBwpVf*IvAl@%2zj=-(eQ&8 zMe-)hjf^$awsttTfY3Eg8gR-wsg)$0f4$5)PBDw`wS5>=#h{=t{(~3-;WtZEEom9Zq?T#Q z8%o(Y#oXHW!ZIDT4jh+P%_$9tHlx%Tig)}7chz`ZIv*1Z^@k*7FRMk@bWPb7yS{D^ zXFQ3kDY%}th*lsNuU@l?W}RW|f438yTS~my0FLPo7ub+;I}m#GeF_(^KUNi=SrYRH zY2!5{0m}PwgE$(YZ2Vy6ap6zPZ_Y|b@k|1tTq&Zwn%!>H8LB!n#jT?zLI&iaM1p7N zc77U*3C-pHT)x+8fi4cCY?3jZU&jFZCb!R=#9uqf+%LsS6J+=h+iWJsU;VSjN9UEV zxr+V0%bu%_$y~Z4ebPsD$NZa>i05?dJ-6t{5wCJ8-p9c%f) zuRIF;GhIqLP^=cKi@O1S!l48#lvI4%*}G73JYPfBzJXokn0)?8Vak%-cxND3@A(2G zxWec17pUO7wvodh${Yt7jNZEOTPpO-p4Ad>l2An~x1?MwQ}6K~CuKC<$3)fNkG zN(R{ZEK=r21ze7X>N>C#d0teHGn#HUrIw+G|ix<8)2Byaa53%0cuqWqX?mi3L~ z+V^_nBjw=yv+)lHSMG30g0#(SSTHH62tz|-l_P4dbyH-_t!?FacZST8scf? z$LsXHm*WgE+pd25>NddZFeP30(vMzz*&6@(HsfV!{rjoG$J-qQe?C&m*EgfI75V%w z7_=n|C-&NHNGP>weSh|4EmV9%CH9Bb_t+m_GDBYvbj@K5b5mwL8{xiH4w!yw@%^wh zF$c|eqH3vq*YCHR@;oAld;xa?(k15LQ(-=7Dn#xO>(}30;%a&$Y*323w)ZsteMwnA zhRtN;#e7?9jw!1R^V8e9^spV+c<z+LzLOhR4eX`$gIB2);q< z*42PNfU9O?;X`^_L*$`C{~C$V?I0%osE zvha?ze*`Vi7mfPr&ypk)Da9tAMH%w#zWzfbUf`~EicGw~t!1NTvak;LX@p*C83Ba# z{h(Ge%0!&T>|wG{@PHj9?4x-vam6RDAOzLy<-|Y%1rsk>F9n^KJu&qi#~)G;y%1w9 znuS)yDxgcqE@bLECZ0bNd7E7VV0DK*?<9iQLE2|BrYf9AMObX+4gP*L-VwWHH-lqJdhbS6l9$$XUf9kt>$(Y_zMrS7tHw?j zldeN_8u~yZX@NSx$`AHn<-n|aI2fiZ}E@btJmC)~wO~#oSj;>S6D@tG!=}r~RnA(B2#x%oj9X%#w)J_p;fe6prWr z;oyEd+45V$!Lu`!hS1-3w>5hy10gSjTI{tuiQ(N1@ng-xXiY)ynWqUUVmzPx&o7K# z#YfNnUS2-rEU1&S3vcd9vU+nIYv`tslCLJ3(8+abovvP3>at(=CTq{rD)Ynd0>N6XVY-WaW?kG8|?f`nQjt&y;Vy8&%PMa{pPzp9(`|K3IcrcY+Q(SuM63%&&sBJ$OuT2l zy!KcQ_t5i`W8o4Ok>TEmY13QPy`Vmhiyh-o7hAhwme;n%H%%b>o1O`h{skg~p?8#M z%M-+B6T34xYfR#*U$4zEYAz9V6isd-?oRcZ%TIZqOTtCh%j{>l9=RI42qju*4uf1m zJ+mn#b&oJpx%*Pfra2She`>0fuL|VRtmw7$g%l)!yhBvUN(sId%C83t*u1XGk~;os z^hy<}D%nT(N7dYk*iG4qLiTKixe*0CrLS@}mqODvK=k&p2G^J+8ZJh%7fc4_EEjt0 z@G9n1)*Fq0dhQt0;ubvU{{8U=aXUg;vURJNR+mhxm_gTvn0nvy2g81c`4xNl7D<>M z)ofUKD5RVzV^!3jX&cgI@3Ku%-4`{IOT@FS7Q7>X;q_9a8AWAi%i*)7Q#k`*+VhM4 zjA}?Ty1zSAXn}|ZC&GkEfd45BgYrq(0Z#o-EU;`o5PvT$?)-vuaSqUhr2qJg2aEu` zMKJaQi`LGGF|XZiXV_!QM9!mdU869nhy;>3)(7ETcE_O*KEB6;&^t z)_;xW4^nTSDVTF)bs>k{|lgAd-cb14fz?RyX^sp#sA_+_I8%T7H`4#Z*Ea`O*7eN>6FZsM zw(U%8+n#V@+qP}nb|$uM+nM;Dd7k&ZU)8N!-#@!5Nu6D%PEN1xUw7}d*dhw)GX=-F zkG7vWO-`0`L|I!zmSoqX;*vd-cx#vZFRUL!Xdkv6hzy=JEU0Tq5kg4yl7IWGYW>2d zhsM2Ficp{RG)(?LH@30ixTvsM2MV6&q`+>VEJ$w1PCex4=Q#GL3n_cly30d+9s{{Y zaX7PCk_GIOASqJ=spV3gx%PDV}Jz+8)(UsZL>4$S+TFi6(k(nyPTnxF^BpY{}Qm{Fmc$jF# zIt(!xk%msfx4ibl(m~$5XmQpr>G#~)3B1(GO9tlKlUzIIq^zbE9p|g1IY9s>Xssd_ z6JxH^fR!@GaZ99kZs38)3e`;6g@ILYRgpm5ZHTd zBQ+40@Q*OCPtp_|4b^+&rH5 zxeQYA3GRfXy4~;l^(b0W(pPT?bi=mOY~+M#GLSZQPg9#b4LsIhU3a?(Tu6~b$dU-F z?p#__9$pHOL};2rcq|EyPpwd46aen%D~-8Obt4CQ(}Ptfr81G~gccq4!0yyp!G)e* zynXerzPg9@sQiHjz3=rIDN z1RhvAYrUjuEY8M-dgpyHVQZE${$G8Ks+MN~Z-Za~u>%w~32j>4_wbp=d|vtIr+VGT zG4F@LHwE&)BlQ;y%^t}|wBm39C72RA;5Sa77mNqUV38G~|9WKHt3b@xY*4P+DJwaq zbIkU_mkdq9O{S-GJGa_{-L}irprKs)7GAkC@1B5-JtIHrj!(>pz>ukP%g8(PQie0z z0h@*UUw{#u`Ik8f(>85Uop-SQz4K)uo_VmcaZV>Z<>z0-Rz<-Cs|J$vuYGfZzBv~3 z1*v#79wmjFKL;fYMGmUY`hC_a3r@IP_aFb7m%a@R1!9_ict%-Ea==(p(tL&1O^QOvR0M!8yp% zPLLLpnz%I^u5|6T^z#tJWt{CFFkL|UeM`Q_e0I-v<#4ikzX>HhZE~gOx01+Z!MPds zqTSb;j~~x1UA2RT?eYR;V8kxzNc}SC$!C0JL*lbmb-a!u_36mKgl;97@vA%srKvMU zpF77E<9Vn1V~e*W>JP!8Q47g$!#9+MjbsAu4A;~@JKffwfWKfVV)`4eHqteH<5{Vv z)RM)f-RbTK@sQ2Hsw#$s)$Znbq+FceIzGL%Qu1jzUu0;$ zxD=^^%qRg=eO8(}b-)B%7}zQt>yeZxoztIm;*O6~SL7k*F;J7t=N{rM*Eo&#eq9d6 zPRsTJV2ByTIwD@n_vB_|k2wGpGy1nttu2W8T*~!I7;bfa1iQ_}ful~co&ktFzX6Dm zUR3&Rg06N#Q}N0l*M|$kPwTEt)89TmEYHS`q}D8lY^Rd{3CalIsGa{|CvtPC?Wv## z%vd*vnO~NEDn9+Mq31TBpUc>j*+b(azo^X zS;o7wR`n5YMpEo9h+RXT$ z2fG7`c;9`?U{K>Ul)WF*ECyo* zEBcLPzaZ|1DihOQaqT(9hJ3Jj-rgF3wHn8BA0uL>b84TIQ}R+K$;;5upK zd=sR;P&=A_Kljj;(A$?3E%|O<75(vMbHFzjtbj`9CLS;}Jcignciod5*FrbhsUuT$NH3 zm=ml`q?+qp)v-Ra){1yp%IHV)xcnya)nKum&f2|o!Ac3=rLVI1YKFSTc>AJdX{xFS zo35&U=}+FBI&oj-vjH8I?#e6I<eY=eZMdxw`%??;4|Z(-*4S2hBUUZ8T<28H0#~7T=o+ybZgby4 z19DsjudvHC?Wj|rDal6(DU_J5ow%)|*3^8?8eo7ne=RK9Jc_lPCKkJv-DGeISV+HL z8$<)at0}G zl(S(Y)Ce4QOGfpc6=L#a-yvW}xTcdB0B6skY{HT0m3{WJY7`og^tZ@0lrVYG#_}YY zqNI&c6HJGl^gqwn2fjva!<28w^m=$JdCdZ+j~U=M4-UMdtl6Wqz%4qb=l-$I?VM7D zVXE0D+el6kcO>`Jl6YJpkD9oHK4UH(zX+nAe6~(hadw6fp&1I&0OyYUSgAdvRvN!2 zU54?PtN+y!Afr|I#FCwAatgNE);ItZ(i)}5jqCS*Yv96fq}KlgM2U|GKXIF_#sO_a4Q#}-mAvI78I9W3lR6SnW{8a=8+42 zo}(25*`wlM1Ycb1!oplrcg$sO;O$b@Pvn^qa0(yb&Kw;dP_+K1MWQ0q5zEj5J`2EN zRwCN`M8MEk6DZR82TrQ{30ik2pcs5@^?P zit(?g;%qL@8@=^4K5E2s=LoZm3EEsDyQ)X$Jjn{xy_rAng8#%{=(b{RKMmdBk?2!?s_%UX2`&P-Z(sYnt8eP4t<98j z_D{d26DRp>t-Xy3P*ueUW3)VWYuD%yxQtE6ARkoNCHbfU@TLvhoyZJ+V8fgr7ds5n!sdv*N>(b zIsi=ok7)q{WO=y}=mvOl)|My%0P_JiaAF_eeQ4;;$>aZ#>iBeDJ#KT{W+IAW;Ni<~ zh4s8xc1<{yDo5>oYmh*!)TwQd3A_v*c-br(#o%rp(y1WD@TrW?xls)~4)B<7*wS5h%BD`~fpl$^R(zrJqZS|!=^wx zSSk5Imrxo!qX1&udF_sV)y0!ejKs<+o3L&!zyAtYmMT(v({7xlaOrbA72{c1$b#q4 z$D@Ojvbiub)x@TRGfb6@if?&Lj*VCAumIf49jP~J1Pxw=W`&bg$$#;BL^ef~Y=v3~XYf#*;Ea%; z&1bR%#ZGaO&XcX-{4lH;>=sFxt(3e6j`RGRe*FNXUpl>i)2~m@5>>Ky>RQUKoM++0 zFS`&KyJfDTn4h3zwJ|cF5vk^&I^0pdRK5^CiO+qFK8|Lpd%DZFQo{vLOQ~#AMY-RAtJ6MS=ad5Dq3A5;pT=0Kln#Li{mm<`p@ zVWAIdf2VY{`r_@=|E6F&zW=0Pd%jfnQAuvz{|UhYhSPWQwBCOIi+sTZV;BJPMQH%Y zA0L@MatQG)o)V%G>-K7W|2mSm?nRft#iGz;kCn7gX9d-)m~aYcLJIw(+b4ZpmI5=G z{{j{hnKSGo(PjWZ@S*QVjGMbyFR>^Ya{^V#6QGJt}QVnylip83)7pK3~ISHr!(R!jPD6V7BZTq$^ zQSN9xaMQp-JFi88gnQfh9I8zTd@5Jwf|r;mY12XD_|-9xZlFW`B#$C~9uJw`|8Tl{ zM&4ph%?8-1qG9Vnvec=EMHUIU_(}+ z>pcxkT9I{7w(r~-mdE=34aN6VYd`t#6`xwWgegJedN$McMP@d*5ITBNMS==OQ>jRg zWD^jEQx9w`P34MS(+R^^t;kfoTo+I3e-%ETwE({*^ytv|U`kbO@&&(?Wbc@W91|28 z0nS^CmAx;2T=x?3ie+6pAGLwv2TMfQq}nc?vvbg>s&5j}joRb&X)qM!4Urfq{=ppJ z!42A(pS;dv-9uHoDdZMaMx_hv{Uf$({;;-tcYF;u1|`88mvwDI#6oQ|Oaq>Dp)E!M zK?tY2GH_OpPB&j5?n|%v;JJbQiwEj z01De0=LsW&l3&iC46v1jIxTL(tWSBzDl%iX9`PJC8n|%v(^5m5s8&K?ZH)<}+q=v+Ofqoap{|z|1c3$D) z)V1TS&5*-CP4+I%z7ih#tiby$Es=quPpB9rS3q>eNGqSY9YkFD6j zZ-V_~pkv1B=5+MgZVoPODtwT=cSE{UPZV`idaC-WtNv33|D*=e90R>ztG5jStMl|T zu@B_8#PGkQUIPx@5%8fCp>_Yqc)b|nqXta%1FoE~Qup2X*Rg)}Z$Dy1pc|&0W<94> zgMrj=fcd66103$~eEjn*F5Nho0-o6M2Ljd^^J%YZ9*D&WOHHx^sZfkcY2*b~DX4LO z?yn%9_^&UEUOE{@p(PCtvbpWX+v+oImvnFL>Kn1JMWiiVjxwAy<+Ys+c@sVWqaXQ$ zZ{G}n5P+ke{SckHU_U?X`@@hCR*6I*V0DD44G6dC-}p4Ab%0aZTG+Lmh(o&lC-rnr zaMOt5h}Q?t!I{eBsXG!NoYai5b477_+qULl0*7=|yAJa^kRhD<7oe2Rr(1$KzA&H5 zoaaC!V2Bng0-Tq{ZG6qJqj`(}Mq*173v8F09qpIr<5_=CQWa+f~iF*Tk2&GG-%qWsNuc5-OM4 z-ghSEe(uR9kJ(pkUZL4FV8a)_m=04{{RPSQi_=T<>)Q5qg^hIXO~eCNgbjB;>?A~f zp5*uC#1WWv(%XEyjmLFMt~>j%RWySYxTs|w3x4F<2mcH0IRm+Ylt*s7nCB%z2M zGQ9DSFlarz9#Qb`j!gYqn9o7U+Mmo)*026fOV7gRS;hqR z^2=XFv|N+$3w8c!=5pSD6llO&wm%*P1N26*8d88pI zldGIeG#xEsGh*2$vJPgoV;^@=sSAL+jU>JM(IND=$CA!t7N%bv&h}dZ2~8rH!Pqc*1O!xYovpadHS z(054-64YOudub%R2GaZdlb4|^h-iCZ-}G#qJg{hp!a{C=Z#Y)|Hc5f|NjDA7y;RH7 zvYGi;xDyF|j~p>Ra6*c9m#569)w2Az!SW!c3%l^Yl-8X7f2Fm)U{XbZ!M?KhzjW4; z00ukwV}x4qzpC9UNlcs5!acZ|S9egY_wAqITv>CdJZ(nPq#C<2N?<0#`2t(Kc!>XK z8W(u_y#)fmsj^a@2cQ>Ut=!lV?{NFlY{{jV)z)~6=saKe<=p?Q0+#;grls2g-rDA7 z+yJbCDOs`|7?vI$m)};u{AcvuUd!w_=NGu=yv29?hS5~RUN?MEKdq0;$!H zLtA>{mVy6PssP=A$1BjRQHG^ZwH1(u@dL_eh4XwqoUQxW*5Y5(sBEkCw>s#|wmh>k zGNU17(R#sst>ie0{KUlaG#Lv)!Co`UFZLMme@G`H+qCJ#*0gCeW;{SQXKSq)bDA02 ztxXrD%yBT(^E@=9g20YW7;42PE|NlT7Ir&qJ1ith{sWAv>}#s|QP?*YopIgM~Lj zPheRqvP^^iu2Ly^#H9`f^+cgx_L#Z)>zId+C26fA_hq75mn-r7TSlv(kA-P3Ci*?` zd`5rt<0p_I-Y>#SrS?9e4!)#u2~q-EE&ao`(a@#|n6@A08Wl1=7vdEQ_`Pdr>eSN^ z;qPwnX+DDPzW(N&sPZu~ekwf!SWp%C;n& zrdq0UaQ{p)=TaU>e9SC%*aY217_lM&9HU0%#$RTFwf+Ey4RajQY(XCz;pCy9e%Evh z4f#g>^_m`L6qG2oo&UsW^s&ag0p7cBf9bgn+8IuXUA!u-Y;yhv1aFyo?FS$c8(2W@ z5$o`O@R>{8mBnRn>RnL4Uu0jfC%58}>sBKFJFUYPYsB{KaB{u5YddIw0<3itn#n4r zk0NtE_!gyqdT6F~YzU(;D^c&aZ`^kZ^Xj1XE&wctpC>F5_Wgrps0`SuajFVA`H(;V zDr|Hi>^HseoJ9E55AB@{SCtLeDsl2?;f0XE;2m$-R?-}&>CVNsQVv$wSyKubWTnhd z-48bY?#&?d12%RYIi(_;i6wu6xv)Q#D-Srwy=^x0C5`jFPzV|0$_MY6q0>)rN!7=- ztv16y<-G5q1r2#J_8*#rF9jc-(a%{F>wcwBb!cP)N~X?90h<}}TFBJ(BLmrkXECcg zY0FVyO_j_yf z>}Su5efZYaW#H7n&25qFaP4^-SxcRxJVrH5$1FR(qNYKkTKPJnvZZ-7j=bkMj$amh zWqY@E8cmi6DY7{`2PDdypv%9ahAGmLZE7d{#Z(VSa(1K ziO`drYULlw16L6?a{2zK(T&nzb;A_ilts2+(@?J?m=K{1mubVH;=6)J(L9^;an&tL z@v^>2HjOk-TuhaI!KrDsR>3P0P35;y(#UCVyf>m8p>Mta);PCTos=M*vC{j?NC5?1 zh75=HU`S^SZOU!MGD5t}qk&lSQo3qOX*YCL`4cKFX-k0_W&fw@T9e@^ak?MwMM1)> zy(u2<@jR>}Dn;+h!*1Ys%IdH^TI}j9l|}M~A4^D!qH(iD4y$F+Uy{CC``2hYE!Bnq zA0BzBHdD$%(+AjW9k8zF0^>2Ks?hX9RWrB7TaMraN0(@GY-NY4b+mh%#qy62O3Z|( zjPT99;qt`Bo5$Y_v)Eze<;vb7)d7OsgK}WE+qgUMLFUT+w-a1#6F`uIS(23N2KOd8 z2=oMr4FC|%4?y@CDejTCwe@f zse&y5Z)el3?hBq)2lqL8Br!CoHP~fZzR+Bm{8;h6)*`;vJh={Sh09hGiYmRt<~!Z; zaKK6-fUe1Yj)9`HK9_HUZdbk8d6LuapFD>Wy3}@ki&aMlGU9;V&DOc2rv(^=dCdYq z5H>ThbYw>g7ULQFm+aw{EKMy@vH(tcx0lZ`&(pzD@?VKQVB(JlMQ~(f^)KO{vz1FU z5!$lDziebH5L+l(Dd%p04Z(m@)ywIIeE0d=Z6UMJ$=kqV@l@8$sf9=Sn~Zf*!3V2) ze}tPSED-kmvkrtO_SZcXC+mw! z#5l`phGnnonP_&k!iIB~G}P;|FR?yrO5|Ukd#=?$T7v{m(K;4s8)%nt#fXW$$#mZ} zlP%K?YzlImn$CqMS)JguINl3;nQ+MjJwO=1;HMS$xWi-J>mRzR2t9PATlo2BnILFj zX^_4`&z-J@AU(qh8o#cp+-AgR&<-sv+ZAK~Ptmh%3-hVxMRO@0cV_CL+1?6*oE#V2 zeaaofWt->14HR~V9I>jvVY1(Nnkj+xspo^u`ZWeCU}YJsEwjDoF2!K-F-$(qY^Je( z@oW^>AXDJ{P3A9wu(Cs04mxW5pwJeyn&U1*jugH539Aby#pLEu7@3Y#RhgAe+#YA; zjF+W0$MQ_D2qgr5#aWUxk!hT8GiXp2?_g#a#9-lYtbEbrR=C);idU(Wta**;M6%v~ z*K&+Y#!%WKTg2)4dNy_ zPuhLRRgDCLKc~AVl{^b5)U7?JQSKBvB2gyi?yxKzm4kx8hz>$ym`@An{DdFW*7nA$ z9b>7vcMbnZ`~dgj`fQ%9<-QFO3hEJ1e0hW@jca{n`r9GDn704hA?NtZ+!TL1}k3+wE~Yr99h#VdouPoi$3!jsU* z(|%w_xnep9^XI2ji1g>yq5;E~p>SuA2qc6oq0HOZo8v)7%|G)1-NF8*<`w71+vhkv zG{^{Hw!ruTe!m99fqMy`*_&+rtbD#9-#ji4HJ8O={*=!xW0hkAuA$d;qDlMK zDPy+@cTG%^X6}?~zegKF*6N8MZ+-dG!0^O4}@l$ zi=eBBT>)f0x4WhWJZg-aEZ9BubcLYUZGG1s;ujvcxYs3qqLlO@@;+?ot7r6O<& zhZQ;<)AY_XQ6GXrKapjdPK!gh7=F|F`PQWwfl+G;tL3=w)+rpX(DkcnMV`;OxD$`% zryp2iCa}jfVpBqk#c_uYwz?>a?>3zYYTvfmu3s;)U(J3b9MWM?5ybZ!+)oEW;nZ3I z@m7K39cf^{vK63hy;2_mOB{1JUrQsN)9Rq-SKhMihAmM7vqQu@dm`6kpq*D7bSw$4 zSZcrqho}OOvsj@! z;B_&U8Mo}iBBgMW4A?O1Z*h%~?7rL8nt-9+;@%pqT|7vIQ9+*O-=A8T$~&ti z`#D8*_~Qo92QEFA%YaGy$W>$}1+xFB`Zf>aboT^4L~V^30@_5CVRUQAKU`%wwkZ^o zOBOA5b@8@xCm4}A2q>!C$)q=qvz2|+J%HrElm_sfk}$s(-lP%PEte!d)+pbrH})1mj$h=}b8%^6fLI31TZssHo zNzW>^@n62i3$0m(rLPy!zZW_yJ(uxLAXE%5!i?khz!R^t(;+8n*UT?*z{4C`+~q|n znR=wMFre2S(N3KANZ3_|{(UQIxu%p>P8iGDGHFs?EU=VEmT~HtTe6%y?J}xoBH5ig z+y(eg=*o_@mQ5Uv1(hn*=Wo9Xm&D6}x1XxqJvx4!8CF@EUgnaV)l~F!djscyDVlMjcjMe)J$e>p{FzHaIk~G`_doWc&wx%ihLJ; z^ittwG@AGj=F`x;?DHFm$3hkwd(|D%hNs=RlBFV5xVt zGVDg&*Jy1mlfVti8K65gs)zLGfACB@qJid-&?&&sPH;f>fe^Dq^l1>4kmuaT4n`2{jh@b2;^eiW0H;9KkzWWnDas`zyI=P?jY2kTw;;j-IpN#MVp|SYZY@XIR zsHASVHiGwb+jLf%%u>h6^TN0w$jkE) z$~$%?aa=_^>lB8sXUm?PTvT+@QmI>zrm~|2)Mxq!J+K*#4da~IrOXo<^>!)GaTLp{ zE2ta=&_y$u!CFM}1_wh0dJx)rAMVxQ6V%b>u73)2n3$M!p-2$Cf{2NvjzXrpNi-H; zgtGO_5}tZ~EKZJX`NQkJ{uC@R#>O1o;=$trPZg9{=}};Ldc85e`{FqTvnn zb9=W~K%!QlW+X1W7piG#Uz|64VP67pL6P8%bAlx#f%NVb9p=_T{bdQ=>g!VIYi||^ z>PsCUiUHKRaE+(U?=STMN%z`}-3u@BrN5P6M@HH<0 z$I$z}h;am5Fv@~%%0mTAcuBXVwb+Ml3=wxc^74>$uylX4L!WqI9b`$gxPD!tUqFbY zgTp470S@}p$sL55zK4pwY+9b;268>O?d?N>-%4Cj7akYP`2GX93W~5%0V>Ir3uGx# zfIgFtZD(>n3M5B^_89`pYkP^Ih86PNz1jfJV-%|O!)e1@_HBRp)~$Uh$BWHw^7G1J z^YjtW<9)U5v481`pgb5Ywokzm-&T}9(J*3Po;ZEy)OAm>8gllsZ^=%5^my0wIc}it zG6DMtphqoIm*+1bcxJCQfi%%inCzi5iCI^(QXQ4)V*cZBSx{KgDvtd*$SN7Tus858AU)6Bbz-8446cA!ta+kR02 zk-zcXkY%2oS;|xAEf>5*j#q6|LKiUgwhR^GOZ3V5j)qHllqu}Pev29e;*CorgpoWqRZGQ#?{!og~!z=3VJT zJY!tf%!=dMWkDr$W;3n7$=t$@5Jx@onaBmz5G^hr34s)piDv zMoDr3{dVDV$o8N2QI||NX}!}zM_$tXt3Vk=DXm=)dw3aMtmGaN@6!j$%@dN0!v^MZ zatjz-@&adgzfk_w$ZR5cBnKvNA?U-nJqBwD-Z!r64xxs1Dv{eR&lFGIJ?^;*eGBC zhA1edteS6#h8e~0*Mq|L)A2)yj_nY#goX~0>Ms`qFg!-|@%8eWtfS?wTjBDu=5b!L zkwC_kZ&yexAP}-FaPv7~Kwj3$BWP45%5%A)6h=SLLWS|;th9yetSZ{QqCmHO)<)%F zT!2wTy5}9wg6qsZIceuRdl>WJcAo%dVX$q5A5vksZH2#`IPR^gSmz>=jnkkM`(0JI zCnm)a!D`RpeFhhq=;^Zom>{kZu|YOj!|X4f%c*%A9vwIM~ zQG2a#$a*Dk95POnQ~3c;7S-{`k!Q<*>s{lzZ}?r8OZEMmF{a#OE+cLQi=xcfGWA<1 zzxRX4^Ql_m@2sqVu0%PPe5?0Iut!cYo8oI9(*>7kQ_?XGj;N@_YxNu@BVx(Ri-~=T zn(-eOy(g$}T13Z=OfGIG0K-| zi}{TR?=!<0B;-dN$3DOxvEzqS+Dan-_)OOE`P67eoV5Vjb9Q>6Kq8Cgi{y|nbL>KC zNVg`B*J6#72Mw)6qWJa2uSaJNen|z_{Owr?)|!T+XN2RiPsUZzpQX+ujL}8zHJk#* zOU4o&srx)JKFZW^{Paz+1_QCE^;dJ;Rwd?w+HLv#YmC4St7!>30-IsgY6Qu}v_`4K zs-C|$;v(-5HZJT1<8aTTNFhJ#)2h(|XgaQV9lA#kmdX=8`!`olZ9~p%E8YkaH#_iW z59)+|7b#}yJhZ!Rl-)XS5U9W{f`4>(#T|?X5J;_|JZ{P4dp{%xABpkDeS$EsmJpyv6Ir`4@r=Jgh%+b*LocNO%FI?Z-O~8%F(B6k0 zL1{`*AneX0B&Sfx5ZsB?@>iVSsYVr7>@d=bT7?ZNLtiLPVhzk-Vnbscme~eiUkKQy z8EsBExtqYn0oT%uoR{~n_H|YB1P2VSrFyR03;p@Ap5D)G^Ol&XClmnXN#5GLN9Vw6xv5P~&7!(G3Xr?lvCb|YBNUN2fcji6K` zJ{>CN#mso^S2(d2XT1fDUCzq&9H)*4>JNbiN|I)0<4yH^-aM6qV6|%M>^%lp#sbGt?~1}1C4mIvw{^(?AoqJQKnhr zCl9&5JHWZqYeCfBxCzbW#k%@j3l>z(Smg#q&R5Wm{bsqoanWkLmr)?u*|Q{^Pxdrh z!loA|7R8C_>uGV;WLdIU&6pLL{o8x%8EG_m8Xkw zma@D3xzGPq^2LW;L~03iW*?>pDjyRYWDKrfwiB@li=2KizbiW{_zEkK(LdAa8Gfdx zkdUW`A@}cTs+GrHe1GQVT^^;{2e8Q@PCk86ILPFAe!dW2CmfYc`n;OQ@e*Q_)!{`qp^u%0(9B`15T7nD#+iVx*c*i8q zKgZjFlW|BlNOwh7%OUy&jTVoq-&!X}ap^v^$)@0-hF%(R2P4$YaDXk;#*m0D)Wxts zKY+JWE4c(T3`W}t&H>GG>Brd_;@T00!LWz6j_>4ZXH;o6M&LEnTE=3&?REsS@xy6| zG*J&@D9At?L%2W?BUb@XMC?cGhV_UnKt(#@Jo^sBLA(2e!mn07!vuJRw5L zTX}cGm37dBaN{sfHKw(LPTEmiV8cOtJ=Gl@+=88rPL{b|t8~maT<2Pqm6&YQMpGmu z_gf?rTaplm{!q0z8i=C@dza;HTb!g|wO1HSS;bd8EC=(YBtf*v*$*f&k|`70gL`_= z3^Z0gL_BNtaJD%;niL$)dNc>lx<%YTn(Bn!AMHh%M=>8r!MQEQ;tsSjz?%GdJM5L5 zqdf&E0i=+D$%K_VtryR;v|E((i7*efor^+)(WZGN)WZkm$;(~X%Q$p)14#7XUQGQ! z6Icp#a9q&>8IKdnFnf1NQ?OkEz=s$6(w9ZrSX;xE6&yR(14m(#-*Shu-_Q69r^-HB zwFc+1f0ho%m0))?F4GxOyi3L~d{>pbA4wK55z*xZ`g4aKFR`W8^7^UG@7$GU+o*$` z@RJx=Wp*p)yZ|E?|4|(!UpZcmM@9R}R%dK#6j+YEZx%#~x6)5xe4oy{pmOI05f7gL z;u0CHspyiR^2v(fdgG!(F@&GHLLdDM=hF&bmC0<1HXll6sM7SURuTLs`%o9o*hbGC z;yVwWab^}X9)q#Kq5?A({*DD?%sK2-V=B5Fpj~r#D_)~e$^=ug2^s@sVwWsr6{$`x zRmUg*iCOBWogw`EQ-WK-3}2iTCtF?w&UH)1;pQ$URy#k2)m7cj6Dz`~H;JJo3&+M7 z=6KW)F8qk(aeIRZakw&#l#xRqXyL97HYQNV{Y4>P$I}B3`U`VMb#C~qIkII8H~p@VTdw=o_>faQ8k|K`TvESjL5p_r9%s=}RYn!WpiB)q zosEK&ItT{4kzL2DOy?UFWRnf~Pn5o;fhh6~x4kHGs_8y^mRtrwd5{XyZHv+D`K zi+p5AscyxYMo~%yN^J}y1&9aXkBg4iRc>-!#IqH=n-Xjr)Zt%a%+);mZ8wmxWA%*5 z$Me2}kU~(E$*vWo?%4(D(&cf%CPPI16e8)W6w?LY=_2b6s*(C~rkVVA8&`r8z~GRZ z`+kOU88V$E8tC0No#neI+!HLcrz~Nz$K)2k$hF-sV9Tjw2OOI9>Ide3QyyM?u&(y zN9nhqm?K3i4*PV-SsqrIUj1$QpEs6FQ3UvC3TWaX%4QwqBnTZg(D?{|Uk8_P@)sCN z{=_*Qi=)TU;M5H+xJn8bMT|$zugKH2C{;qP%5R{mN7i=Bg7s@MM+~k!^eHRs8-5n|PIG$^I$@akyjxbEmSruP<;R@mrczD_K|_iLnM(nA1j9`52CDnzI3mU744Jd7%uomRaUF}jn|F$Zsa-<<}HzVh8O_nYMhV$*`$3F*YjxX zkM1?9J^yij%TRQ%K9cZ% ztbG{A?UT11xcisf*n7g78x}$FIScki1&~@(Yo&J-XAfI_mlMUOra628Q(^dFViu1uml6yZI3U+))3$>)DqrfpB`MZrEu9VFfYnz6w zT4oEJ4;OT7Um0~p8`fSw&iTi0j<|ZO3}sMtP$>A=kzy>Wy1o?LPQA&s`H63Q=mDi2x zHw>x~9qvxT8=j3u9g}?|)u38sjvbC2R;g3?*a1i3Qk&6%;3Ixg`^>UhNw@wXFvU-Z zxl4N>!j9y5VM7E@Y^h>p<5AGg(lCCj>BRMNQ_(k1Kl4QA#z&=Gj&*79#>eWTOAgbi z@v}onAtC?6@Yv!3u30zV>Q0Go!}?nQPB*?L*R!)@P*8Df>W-tRXU_{(qj4&PtUT%N zAzN_LmBQpqA9*l}oldOUkaO^~x1?C^#tG%3T6VCAV{2f3r)bVwQt;vQ&?S&fnH4m` zt6uoLzu1)fx?J;jw)TMjmGz@_B9vGB0gHFP_o0WS2(!)}paf^RTi(F$0N#PtZ8K*Y zpRL-TVd)v#v4N&K-C>64V+>*sRPeNZfN~5}?Wo!F90}_~1eEr^3-a7?(@c)x+E z7oskR8Px|B!?(7-{WrJ%hXc_J?%`I z_^hy`$#?y5p+Pk>FXdyn^2dK#Tb9^@#aLCJs|O>w7VH^jD03+zmdR?;+{x76{asCG zkg=?D%ou^DM@?c{DP(hmxJItn-Jz3Ky)+$x>hHVQI%{p@YFD~WT=R=#%xuezZG$~< z?aR{G*P!WelFtEr&pZDf;98Z{<;JgET_l~2TYBfA+mVy3;T|>vAdU!qb}$$+aOKqu zl<#O)QH8Q494%!pxpN5*I}uKb|$K=A|Uds)(AIZ3nCoXEFxU-VPQv zzHqPcS|n1@JHAU?x1y$gs}Fyq@pljFJB=G8)de3UmbtvOiI+q9|CuH_R|3L8W9Amq~KWGOqU^z3J`0BdqF^C;v&^!CM)Hu_q~eKxLI z_%-;@SC2xjqmV6WW3z#((%Kg^EVH|hbd}wG1kvnr_rYafZ2FyGrvdA%7KStTVyD&e zftp+9e!oO?A{Y$aG`3Xp9hbprY*#A|TVmV#$CUSHZhR-Miea5BIGKg|ur;z4Ts1l& zJo3FpNS~Sb`Ke)P2%)SV=?-}e`iC;n_IGxedLrGSf+0=@-vLRQBBa(x+O*QN)YI7; z31Sp&gls_pFAg8t&MOmNZ<1_N*T_2eNOxcoS+!=C*k*b_)YGdQ`DoImO8phIe zsAFJ?&+2XYvJ`eL*VHeK+{(=F4&n$U;j%UKJ=?3o}wMI=unZc$TJ zd&b?!=c#s|{8Yj1s#6VtC9ZySTd~OU7x!GW z<(vubq5vgUr+^02^m3?1`CQbWuKHVTEOQ15SsZJjnJaCZy39tPDhoaW4yp|-@dahC zCt6z+??CnQc1;VCHmExIwJ6uExswh4nmBB$qqn=%CP@ucz0Ls5dl8SSN!29ZAz4|2 zbr)@`ZLs7|XNQMPW`zt-aFcdl5A`ZHq&L&mbYA*VZJI0Ds@-qZ=?Y&x2q_@hCeUB) z!G=;vZ%H;L1k0^ZDw~d}YG$X}BOjq*NpHTWV}yFNBP34bBz;-cWLEx7CnNOQ@9d)v zsZx7jS4pfQnL~eKXPQ%o<39GA9k!^Y05md#Fp8) za6du%qHF5z{OC>1G@S+TPmlT^@jP<}&A*27I8lIX^0ksKaJjHCzJ^JQn44#V{XOV+ z4k0_9A?+A*Q1_4;1GJc6y`82MF^O-(Ubi9h+KB2?r4PXes^0PC$CRIAUaJ}F6_4Pi zwas&&`3TH4sz0J_0cx+ETs@jzJzO$GY4&>mn`DSM`MV~Bb&r@J<5t}S%1q3(e$~t# zmK!=c9yV|qUGR|gb`IQlKFa~k^Vn}Prp;3JYFO*nxaDA0yJm+aOG~2_7)HXmw2W_% zM9yklhSRV09cAHn3#i(>WOs{9p2sYcQGl_Ga_S1z`fI4%e9gj*{6Vcl|@~5gWs8Hr+XR(c%^=E+b~Vo3zzHQ z$0VctSHwlTGFMg@KWb=MdlFfhbJW_C?4r@8WwOdOC@_;XGgo;tj(cehTVV?jT{NUU zoyP+F{lIP;oj9-2O)9Lp6v|);0vTDmutET@`WL7bQe%{jhvZy%R{~7P%d6_`3q1QpNX*HG}VA{i_b#X z2(}Vb(E_o2JtC?(msv2yiDKP?ktW|gmv;r_F)akhQ-4@ANsfcO!9>oVXA7OEJ#@yEl*g%Ri>IC0)r^Q+@e}DG5%DlPP9Li%^Ejs&L)$h=uP{Hmn zZ{pFs*Q%xa=CzyJlzXbTDI6&D$OfA z5x;@2std));)}Vq`1uGz#3b-}197L2fQ#mW7{D`~;o2F&fQ=)f{6UVG06??`pKW3X zW3)5yAU6%JXx>8@)eC%W@V1Dg5hNn5TWJCj8|XPrr4;3{uRQYSks=r#e!>Ovp!x~NS(4<`_YVL7;x|i~8O=3+ln6V=uV_?G z^FGOlq(O{Lb56-6YnYA5IuimtNo)6+A<7ix@&UnJU@q#@DLD(`i0=o=<1}uVeq=F) z4}r#VE}V*h+595OdacEUqM1bkk4L~5dzPMsO&efXinQ40(kOrCcfkx6$_4m160?(n zY&O40e@r>A?weIAAyLV%q2H-7BYV^7xR}M`J~`Jwl*fqxl1|@1p#AA6`ok0vzqq{n zO@eplm}}T<5*YAAnmifBWB$g*R%dM2pGcMWmAd<%$K3;=rOZ=5!!^Hr{;acQ_$F^=Dfs(DJ*HnTw!HpWL5D>S{$vZd}&kM__J|- zx|zw!uh&TC%C6U0!lR3TD7*T#C(XH)OD$n-?N9Xr$L!t8<+lF2bT{W#4yJwaKHbXm z47P0EkuV{@U-^(W#%P)f>~{JQN-{=~=5v}MtwrgUv;j!dG|RQ~C0RrnmfWL6%ICEp zRg+yu7H0LybKn;`e{U*~&#QZNNO_o_nriZ?Y3@%4Q2FSsLmBc>&f@^fqgX0#(FtLv zr#V+0LZT2X)x2XELX{B2)RNE57BrAahBlq4(-6Ych{=9Pnz!aL5c8jPaGv)1--9k| zUJ{otF3t8jG~h>wD(XZzlt?w-2`Nv(ccMIfCk6R-qpY1!iL_kSPB`zBlJLWKT*|ZW zc}of|(fmgP2%~9YdA9SbQ6xo(rkrps4kD^K=XEgUvijdoUnIFH`J`?rpUR_TvcPF< zvroi^@_GMECUcu+QFiKRDW6uDbgH9^L~JJaq(ymn=7sfq(iXuaNbX519TUm5Ppe|Uxo-}N058-0Ri}mAeOzk&%Q8Cf0lNB_Hj4uRT43L zlP^gudvg&12!2sHXFvcV@)4`wNJM}H#5WfZ0G7FGObRlIyYyX<@~L$&T>t?;Z$5$m zsu?J4n$K4jA649lQrhGzlK@KJZ1P6g(l|-JS-3i=f0G{9nT@< zd2RyBpn2Xsw()NaS3f@4U$jwvrFWsuMwxXYSK{FpRu?X<nB!zkoe!Ot)pGofx!jt5t&cP3fCdyR?Ga?f8?v+3&pGv@dDg{cGKs2Xmk@C8l zbS~a3ap3NSE#)%>Vm@Ek_=;x9isD`Io4U3(=a2=aG?8GNg?km8f##j(`y(I=&4Z1$ zKU1O8PS1G-ENI@}5+7x0u=BS}8-1Y_qYDwGgX@HpFLmYFi6UFzcb>558Fl_^B@k(% zf0uQ5I!D7pK9P=#=X~=$FR}%G!%m`SQWs5rbMZ4^iVKado#8X^3r_@bT*@cRuK^q{ zS?+&7I#%M0qY zoiRs6%u1xSKwxLhZSvz*$RnoAZPSUYT*|85OrZjlxNTE3t%JZm(38?siCdJZ?LJg$OUqMDNmfmW^*TWO*r8~9WqQ|apn`rXRt%5(}3-xpui;Q zSG*nvNyewXu+>i%GHrp=JUy!Xnk_h2g&>W24wUDqUHUL6ie@9>R?rc&4{2w&$`a*?t3p)R{QV~zmgsxD17e1kE7Y>i_7A2US97aPm8H`B5&l~& z8A?>=ivp&+w791)O400d&W#A=dF9?b-H7y?*?jmFI7F}JocWSwznI=v)f_*XM$-pi zp>CDtk5_Hj5_cZ3VhJkF-v#A)YIw@&?~){2{I3x{Y70D~baQ8!F!k+T+s@Mr?g=6Q9BqFnqPeeSKUV6Ux_V9?)b59_y!_X1O%YKhj&T5p&7 z+qM2S>-T*M*%5P|MGiRIRAt?S4+u^=9Go%`rUU9PWZ&=_w%=4odtmUD3tbD{5SRkl1pEF&E zI-aK|+wZGcfFkANy->FbbDnJCv^O=`r!ZB@vG#696Ym9I7)0Pd{_b9i zK87uA<9V(`2OwLxOYJgoNJ*kPv9uQr^98EJFFqih0-Te$TS~X21HtooJDn_or?$}_ z`UnV13F z9ZP$WZC^xZ{KBH{LOcE|byEotw)}iZFD7q1B$}zL^4|EB`Zxu#YnKmg&Se#{9!=+4 zC?FyN3Va_eBHy!QDYMUEedpU479JM5*b3VE)WX1~(%h5i+Hc59IvizUum zf7%XpAb-BnKWg_;B)DSq$5OVx>%3s}GloPy2OT)coqlVvx!mJV{GsM|r=O2MnZhXZ z$Ue04k+rnx+P3^4K(q&m93tWI4=_30NBq!UoB2+TbH2ZN)Fb3q8pzo$=engW%X!=4 zf?c<=W`D(z?P1x!miSs<_If!VRJG}n{gwJ7OSZ42ECbAzbw=Qz7C4&`lzwqx36?Y= zgvNHk>IS7BN}b;oyL+c?I9b6jr8}o>VVX*^emZT#_Yq!^-8*gLatgCX_t5i0-BnfE z2~&YL)9=gIz27$cRbWEs&SWP{Q-RY@lN~Jf(93rM?c9nOV!CtO7N%*8>8Im1+66;@ z_m11J#bg<`L9*N~OHDtmgD`u-Alki;F>XQ7c6Vnw1k=)ZcVjw4TZ;T|Dlv5bunP3lh$mBy$NV-M znkV~~IBMcsDO2A`++LnRHvP0xOMD*ot#>JufE}6lL4x}7`cj!l0%(SQ7sc*<3MDE5 zhq3dn15;in)ahO);c}Q+?^p;p4V-K}vsk)3pZVQ*XyN(rTL?WPex zHi;cYUE4D?kij_Co$sGq%I2t@zJEBlF{C|bX1;;xrhDHpFvZof^UE^27-+k99ut=t z_}XOeNYJD&dAHjLffyDj0(juqOy+Y*@8SK{>effEOGADw`HW_g=+=e{F6b61`2I|yJ!1X(Xc zDO~mb=b_>NC7a(<#Gu7J5+T^VH&PL}!e~kJ#U{ipF4%}mL|axDJPJywFTng6KZ@8% z_*ZuClmwRqxy}@SJ9~t>n{f(60N(Gb(+R9ET8N|D=14j#(wXy5sDL3l_;1HEz|iWfW?oNhmfMdfJW zdF>KC{qKD6+I={w$YtIm{FW%xE%3Z~!AYkhvy#7g;o*S$ywk*ksg$FI#*q#u3;N~L z$vlcQ*u95K?yuKaKlSF~02(6U0R?=!5yM0)!&|vmvK@zB-JL!bTCEq%ts4wpiF5jG z1h2XjpAK9SJYE5Gf^S-hZWNb8g5tVYTf&r`%k_$oB@1?tUzw1gdleZhBhwkUw`h?ejZvs_;PfzHM+ixdm^FWW%~B? zo@^+%eAhbJ7en*|-2=cNetbHH^`1X5w>a#)RUcm7^0w=R1mu<(OV@k(1mvnBpEz0s zdEHssj@KLeuzdm+u_=f}AJIlI#yN|AnfVE{zx@Mt zAv5bY1+2bM8+bTS+_m!>z41Z9z|0bRKCG2c8;pm*WPmEt#`6jD$32_a^W#*Xj6g5| z%6b5g@WBAUCEMHc3lQ9)pBRw<1e6($+>I|L4ikLHJQQdFTpk|4KI#F7$;24yCg=g7 zp!kq^Lp}lt-2{(RaX^tg{1=CqC>ysx-cPx2FBO4QCead8Up?x@2*5%-| zLsnqXi{J2aP{WPv zZG$zW$>L@|q#Xuo41frXR~9$>;SI+&7CWFh1+hT7*$*!)pE1i-xK#>^oBi+t^BLP4 z-2Rls&3@=&WOD{KWOP*)H~V31C_H0DL)KPdai+2=!T!rsan61Wlf}(`3@cRJn8J`j zQ#st^L&vZ_f~T`0KVx3_(bX zBP?#g0QH|q*`S|^agPg&fG0m|PDhcxzwDwlXM3b++h>c&|$CWb1$jMR_- z(t=twR)i`S=fd>_6}^yF zHO6=x7mK$M$BjK{RPa?3*+rsguQhG>Nuy=2;yYLZQ>BBJ=U2n((W|&4!gA!aKuE)Dc#$q? z@^~nbz5()#9=D2a4m|GtUBzRydu=T;HvM=8(aD08*Yn}j$s%u*@DRl-X!(6~o}(>} z#Zr@732-u4@3d3BTE#P5c-%@rIPUV-Je8Qtpj)3bWymV!jFCZZ2T zLY~Ft76VL!Arqx1lBLY{xz&KU&!vVqRh!5u^V@k3QDB0UJ5gXFZH)3bH6=*76E!6= z!%QBx8W38!t~#eO68Tytk2@9MZ99@zIaXErJVdbwQdz6}R4i6i`8-5@2vV8pAB_62 zs>Js-{5*GP zHGP)?Xm3o;c`_hX!{l;D188qt#(6fxpun1gBv|PRNjzMvOqAf3ZKE3|S|-j|jzPj@ z;1D4aBMDB;uiL}0NmkUCdH5tNicy>`X$s6j-2#&hc13u|csR1L2+SnfHNTz|!=ziO zGt`wxL`*+o{k=qqc0EVYq{n(@pS=tD6z7Ieu!AIZvKc*j4W-0}58?R;+$Y1AP4K=M zz5uVqr?Dj?fQur~xp9H1ul5D|yvJL;cwbql!?8cIShPREz=$OpKD`Z?AZqyZHj?Qg zyj?Qk&q=gT!>6}Vy!l~Cb44VfZh_SX7b7-lkPJ6KsTYBb1Q!cR{Ss(WO5v1~jx`qE zj?i{55nL<2-G~c7089@XL3nqFFrQlmxs#@>@`-zfO@NGE5i@8dqbG6C^V@ERt|;W( z@S#|WNBbeo$!$X2L-&cJMgZ6FxnDG4OSPmOM=dC}OW^5Y5>$yag13(d{_KY|1wKMu z0>fhivn42O_*^dvTiY#Z2WICt_2)R#y#&!`q{1W$KJM?!NF?UGV{MH%iM7459I>{x z5x|h>jSc+oP6-zZKkmX)=BgMrFdViqHs%6wk;#}#VE7AgVaI#|%93R!U>edopEas& z;7q&5pzf76_>Z2TmOqv>Bf}q|?&d`sx{iRv5fTL<7lDa{t_ukH5|}KSGT@JkPgyYW z#1*3?nsq55yCV=3Yn3#D|EdL{?lxo_K92x-(ka~9e^lQm@JvmD=}(aO^TbX`^7IE7 zrxh;9<0&;JPEaK}6^D0KKQ>dhzyo@GkswR)A|%6yh%-8RN$mGz^b|9v(9ugLF3xB4 zx){sIYC#kX1p3tyBtd|Fj6X{yNMOJSB#+}GIMTyeH-osy9p}cd2nP~;JV-VdSlrL0)zVRDm)@_k_iGeJ)B(>OrWmz#SdD7#4-;bZP}(ghLte)ZT!F_h%*Hd z1q2T{y1X!WM9;t<18W1U1h#X#i+@PSCQABpoa+oKi zkHrPR$nRE5RtbQ2)BHA@C4%o5K1h)`7ga&Z9MM0}9-;0zO%@VDLdFNlJtOcz&5|}E zM4oE*5lv$7C=k3O5|_IsSenDxufYWBZeOwR5)y(=l2Qw5Xt$&dFp*~}pWW52571};O(UZx*d=Q&%)U^V6tY$X zp-rT@FD)YarfPUDlzGn`Z!U68hq1GYhc^;ylK#iP{ipw!dCCQ#*K#0D?v$jCA9KwQ zq3s;7;gpn?q=O^E|IJnuanUBIGvJ&;cv7YNRJyPVrnf%Tj4g- z-i+|Y^e!$*CkN1J=F*)>df(K?{hPmcw`ujxaQxQ#)Q8k|wDngO->B?K+9MvOq>}?F z=w?)SRp*;oLlD|-Q!#B?l1y=kv$$lVYOdnSTb$zqe&3#Y;{jND@ha_K&tE-SQS0~I z8o$M}(#xlOYz=jx+g-_KYqZssY!u94-K?Hyw5B1BkK%br5(QBFa3E44FHL4LD$@}2 zM`gMs<+LOvqec(wdiDgPD~+Li)ay%9A4^g&%IPqz(^HSURm|}{LMCZRs(neyMoSt} zIJJCR`4>w3XixWuhb5^P^=MenV^#2N#a|3xwdrnCTav2Pi%vV+)M9S!CTLb)x)yZE zOHwmhy|6yh&oEl27{*82w|iHYq+!%~VXVjhV^mI{S(Ve?uB&$^2OLRqJ9SE1*A$Km zs6A@)9;a>;f?<7?LohnJP@j*EZcAF@baFtE6vL@?*~*x3-0OllYS&qDazGsvayeBl zTN4v%_^63?o63@ujkYZ8=SMVZn0P*3%??gmk}0n91TN?OKoXAOS>mr0HL8m2W!XBG zFr8edmS8InLOa@I)_7j0%E=-As!JQvjOHMO{?Q!l>%=-$4h|@i!t|w!$J$33XjZ|r zS7u+I?q)PJVO_dIH>wuUtg2<7PkW7bqYenor~~$M7qorRHM^zFNirO;-1d4tY4=k% zjPg+t>^7|(d~(3kC5Q7lyPvtCg^x01&)r_*!>AL&sHX;CYX-t$M2lt#j@_ncp0J_y z^BJ~ZXYn~6qh`0Xb&j7LqJLbPgkoN1pxKw%z67k5d2j^Tcl~^N?I&3{_FXjJyR_Ss z%nLXK^8(&)+0edk*}cZ+4mKQkZaw3CF}yE{b|@9P>D~Hr#%`WkA(+R)enfy~pJ2O9 zd+vsLREF04L*Z8z57SgM`>w6sa&q8_H(fX8>uSHcKwFZM*)4so%##B+2-9hzj(U8( zn$Xt$X;ky&T=%DgBf!^tdd}8-j1%1KVtbz!W}IqSPm6;C39zOILoMeQwF_-uzK3a3 zUzhJgQvA))^qCCpSg~*zeC?={wA(blcZLIQ=~Mkt+j$$RLfe;bv+qh>m+$kQiSOEa zS{$bh93SKHv@qvW-A{{y1F2r-%B=OAyDGFLsoJ?)Z8|stk{nOasal>xQV`m1(_#u}%CBm5o}aXm2W z@g2ki^L5ymq%CPZ!Ax-|^N1)XysBcCijRkncb>tr@k89$rEhdr4+i(r0F!rPHXV4? z%XOPzol8BTcx#judAe#t?I5msDf8y{U};;Ev0HEaFCK+f9UhxaTmhgxcCjj8TCaiQ z*((h1F`G=QqmBd9B|TC_@QOHrIo<+;Q76?o3_h;0YHxz`oD!ZHDtG!#rJ#tggJcVq zxBz&;csw}?idv(PEK=+7;xn0qf8~(Gr~KeDQx1v3MSHZP6HQS61g!ln2ZlQ>A&Zu_ zP;0m6+o9EhyJtTZc>GkO>#pO`V1>o}L3xze((e_w>>>P7TvnV%klNPqaa^*qbqsE_Xet zqR+uGG)1b23(16+maz|&XbkYZ>z#*a-l1>A!^LY;yAc=+T;`K?B)kuRKrET&z2Uyt zg>>+mE?GZ#;41U&9uLh9%F6q$`HX8;rQW4W`O~FimKvL-viF*|(TEvReD`}M@yKO9 zH9$5o$K`}WH<%Mrou~!*(kygoYD2(wnUU&e1Tn&h9v&VjQjuyOOM0=EXQ=E*&EWOM z_hB%SSuIK8?4ozs01GOK-s1+r!mq$+JZ^qh0`W!XEr-D1S`Mbw@?e_RG$eW?;$Eb& zzr%$Z3QF{{V5V-6hU2R%AITV)qDCSPG7ecP2|n)wROzq4VDdiv%4Hn<%0xRvVE5+3 zx8>nndWhymocCbKz7<+}xcEuIw_YmNGz_+MJRbRHXeG)a=`!iZ5)aX~0bG|J%{F{` z^hg-`@aUily*(`H#n@ht==>Ob>-b*5M}BNYkaU^8m&;5aBnlT_tFsMets=Hx_N+%J zMMS!+RUdtd``q+iA32y9_Iljt&cIY0pa`dpfmHNJCDC~p3ezhv8V|$YgFu4n{4PT~ zATYRHCQP&C!36XIr4@VDW2+*VU(PNcQu_p<>NrFb{$HP0jdVua!ZIWQ#~zIZET|;7 zpb24m1%@+j0!Awt2M;QQc8I|4Q%aQG^3Xr{46;?ufQ;jXHC^{AXzEkkCCe-Z7cC=c{HxIxCtY)CX?Gs z7f-8^8_N<<)>rAgcXdSwS>w=bMUZrv^yB&*9@_@xqCF~|^$5!t(?@Pln!sSVV0|zx zppuch$zTuDue0)jU7httKB;!JxwRwp& zZwRPwARbIvsH=GfQzbmQ_(^{yM@Y7$4TDpc#qH2>R*40AFEHg(5hPuj_i}xjmnIh< zqU49D{=Odou)a)F2y~hNo&;Q_YOOqehnibRwwLCXkyD4U;wooHbF$C`6pX;tY@RjihXKS$0Y^ zSs)Z-NC)B*nu=RhQr|3jgZbRa$zLDFT~YogN*fx^YRwAx_1R5a1a@bKtS^N$P% zFCw{9mPNAUGXaU>I%$8htp#!}v-jeTo7sz#i7wUE0JBo-M8X;#oE=b2x>5@P%Bss2 zGD{ zOSi25#2}%9oL!Z`f7NBm8KoLztQy|4tJ>&a3`C6NW1;oO$a3A**Yq0WCxjXU5xqk* znxO&{38CICj~0ck&n?@$xG)!ZBcNt=``?siK*ef!m-q)F4U%rX?X?$y`*x%jq zVBUxF8TlRKJ}W^gin}}NL((9n?Ob^nb5W>Rb21PnT>)-UPZc*aHxOEXjDf^x$Jf(8 znjjc>%0FtZCoPA-;B%su__jQl>;eL<{u@A&30AT(r=3AtvzFqehaG>g~{}51WX9+Mj4^ft<_iy^f2~LShON zU#hz|21^bo|Il=hK(Un6!sGEZV-~6e$3~NvFK95n=K-b0W6?zmv#8s}e=Lw=7UzbC z)A}*hvClP) z5j+UoTL4V;b;b+logZ-nfVBvPwp;}cf_kxA9t=1oQeuJ6C)=q>v0;aYD@;kKIuPwK zz_B3CfoLCu6d4GghzA^~Bs2z)QeVu1(1Jyok%1r!5;F^dm7&b+mIs6A`1_>GmSyd0 zy1+dMW6DCE0}(9dZrZnCgU^V&Lkrj5X4+c_6t2tMHafROx2(@rRMR|#JVs;k@%j&f%3AF3th<&C|s9Ws$`Zlp(ObHjUOSm_*QcInWD^#wqz zUHX8N0DUAB@`ce#Lg@^gPhl? zp*0iKeFrxdCL|-Mh3z!B5QMzcJ6D*A zx8_N1zDrqh5{*VKUs2GYhfh3ICnB^CM6p>p>$`7@tq77X(_S;3b_f(M-lf62R0R2Y z_>4dT+Vi38T9x?LI4d4-hNqSdYUEeV7A@z zkUt1h5Emm62VK--Njqk)=6xYE;N=Q8bZbH(O#phjt}N1oJU2@xkn43D6IwU8>NUS# z`%guXbQ|zQ2fWH{qhE(1lVJejI*NRI9XxN|IASrGa^!RAQup%W6B(Y|Tw2~O2(Tea2r|~8zy8Q5d@qkMQkoxd$0gd8Mj3)cvQ0}3!8y!JSmcEFPRSx-$pDam3^)}*mVeg1kiuo@}TyG><`N}5pqnae)u^yw)Y(+x= z1n7jXaNcvmAx>C$e+KIh!cd?y@>xe=i-rZwA@k$XG-FWuiFowqh(I|3`w?X#F;HyI z+8|S=4194eWGJ&Xk$pyYs8`p)vq#2qkd!sGu48hT1S|DG+%u4I7~&Y^uyE&Bl}e%q zg#Izr?dVu6yddxcgLl!Xa;SVr8+W0uKZ{0Gni&CDZXJSH_w zJz!PFW3ePL3Sp2@Xi`aVNd~}FXR@y_iiP5oQSg^AG(x1gTNs#X-FMVzlLyHT_334+ zBu|f)w9^XJnd)YYU~>A@SJyO5vIiOJaP4aMU4=Mdxy)*yvpTovAj9+MiQ}_P{Fv&@ z_cKN`d5!9;G8!fkg$!D}F5ux8aGmYC&Cf&TCku!-LauyN2U6`I3C|clA^V$%XN+W$ z$mavIXC#Zs2+YMu0L`W0$&y}3#=5RMAGAo|K?Z+Rq7jf5dM9v^(rg_DV}sF@OT+ug zBY6_ zNO9H06cI?Gu{x7Qg~Lg@%6V{TZ-WJPg;N}RGgYmhgcHN%Y~6wkFsY#bCek)gq-}q{ zEkLF--Hg5kP!Y(H)JS@?+SVD{OwO?SDt3o?en1_J=Ldzot(C#vMnwz`sj#+*G?!RZ z(i*mP{F=<7up`TkBNpZ{muM$h-RjC|F}lg9Ru5!3^L?&a<~jKJXK8QE5x&yta9}=e}4u}2l}=Y+qo3qNm$^4Mix@NAqm_VUY!a@XIz=b zaOXtaxz2vnx&tqKk#NUJ3khS`ba)eDr2HW&l4xvIRv=v1e&I7EngUJr;*wl)4yjPL;Do8@XA7k{o>>)`2Ep7HH>`Z_lAIkKhsR(zkqODAX zU8Zq;mCQ5>q%yLp({&pb6q;GLNY>Z|5``!r@u1dq%W^!{jdFCVAaNeH11`m8kqQDV z9msP=(3GH29Dx8&*S3^G!D2fDygBs7ny%tH19z6D>kK!WpK|VD|AuXvveD9Z?#kNs zy3Hn`V{PXi&KA>K#)1JVC9NlTL?r}2v=uxSEhaj~BKmX}nsO4+4=&*axaxuujG@}R zn{yA7Pjy?Xo#o`L6A%w%lMu5W=o625dg-8-YlpM%ux8i<&t--io#C?fFd3%0P9~N$ zw6=x7a-h_ru(kt%<*DB^q!Z$qE$QNybX|?R%~d6Hg=C&xFx^S=8Ob50-E!`O!2jR5 zEDsP+6y|myIhkxDxGHAFTy%NUy4Dk#PyJPP($Ub2V`h_7ijgF0khY7vwR^Q7dtBJo z-SaxqX8zJ2r%xq=kXy;Q=|FM7w{moXd<;g>%%^)W&cF(|8DlU!jD|J@?q&{016(_q zYBnBfS#wU-!kVt)s?Tzlwdv~obPfh^O9Vg8s|}DawM!xu_lyMF%BKqQI~LDO=(@*Z z*vdrMW%g%IIy3u4Ovm8iz1o&r+p8dnW5dIeu_aCRYKgO3;mG)Uz%iF+=A2#KI>Xqr z(dSOn6z)j16ns9}pdtn4#w3%i zqBM*?S(j!hhd7_>3|wQM(%GhjpL^IVLdQPOI!PA~@*In9a;VpSTzO4m#qr2kgh9q) zXg$Fx{Df=fJqbpu2luR6B?6E%UB$T&FyR{eJgYX<{oKR8eX(X2zidhFgfV! zdF4GPvg)9ZTZh+`cZ_eo`!KFEoY)NG$}4-AAQ;H0l|HoD_#kBM)sa#Gh4sAgns9#^ zzWCgh^t|y#I})>Tx4DXBuChW53tF$wG$#`!IgOn|5*YJdxrav*3Ufcvde8eSkTMXH zOcclpHC!xhqm$=(X^P1_*1Ep&eMFeHy?xDge~0KUM+2d%jdDb#pY#* z^IH;;cB0h~SmW^_&I?Et`W%f@tI>t{jz;@d*V|p1+hS29qtH+EyLVQYDX9~X4=u5tLJZ9gW-SMOVwdQy-f-?{>? zwI`9*fvJeb;9uYN2|#G1N)RNeb#4o@w@p*ny4C?jJoDBeGclCdzI6gUF87X4<6tg_ zzd4ikDCkD^D^-YI7_ycl>?C@;8>Al>KX?Zs0wzgLF5^~g0{4p_Jd&+TOo|^jeA!C$ z<5pmJ{w{?jEoj8Emj+{Dnd9~m*KdnXa^yaAQfCHTFD}o8#l#`*j_xloWsN&<;<5sU zF>&4RYDMLnl#f-(6gl_ zGCN7`#t2lP-<3T0A>2f)F z;^;!1JZIXpIJzlbCr10zpk^SVl2ECrL`3~grG`_HND6;SVU;7i0Vz*eWNP?H3zjq| zR}@@JoXObq+j-c=&Oa~xR&WZtFK3pt6tXE^qJC!uTsgcbaX(8`)H8@EvCc?Gy(q+2 z5SF1YJjQ|OM%G?A+wfU%ciZ#`b@H59*V6ii#xpBLiYg|O3@X1J+GLx2Uyxu*ad-br z|CnMi#jC-;sYbxl4obt2^Dp(KEiizlDC?$UeKoH*)o z$)*>^^g9__V&^)TQnufMT?_q2B998N@VzI)Z#PI2f}7r7&8xwuZTa{6hxHr~H>`ud zhkTJQ!1okN0+qNwf#(UBYBa@56dIeED1e65Kt+{CMExeOv_d77KP?lE-^;6I&H>0I z*4*Fe-UR;AWsO6y#XkGR{FVD-%JgwjdiT$sb$!$9-Rzdwh3c<~1&@e92OFTb{Gly+ z*-W3t2|);fy=B3bYGd*wO971(NkAq5|46X;G-G zs~YRY#330-rpx5VlpntGlR9Cujr0iaAZuL`Difz6K(w=2;Lw=3N2qKOM*%LUi?~YW z6Sjz>P?<985j;3Ok5D;SSIf2dV&&hL8$EJ6z0LuPp1}?B9$5&Qec=; zS1d5)(VZ(6%62vOJq~p~-FBel!4^+K3bR1$!2|@|M_48f{9+=n#%)S7c)AXwTnG8#V{+YTQ zHlcagj-U`NOcs1lD@{_Gh4@eY${GSkz+^oN2ti~GA^zjXB#SDDb40>1qmEhaDP9z) zg2zpDp~&aMVQ8`tnT`(OGx=7_<5vpGS>JK&)yU^W1C~e~U5I1_ckx%G!;&SvW{hf2^?Nbu;_@gzRcv>j<40)plZ5MKXM+HJ}RB&%gx0WVeoo-xP$vz72p)bC<-8`Sz9dLXZXeqypu_Gc?yV9f2$gKO*kO z1gakaNV>2@{cL-dBB`$!OVK^;S+4zrFIyaBoW;qF+#!L@>h66TSXQe4UhaPH6Mk|5 z#U;|m9w^@n^h;P+tKV|kUdS((`TD);N1)Xgq5k7rTrZavQ23Q!5D7YeQuiBABs}YO z{dZ0*EzDA{5tjP6o&TmX4fK5u3V)*}c|`Gg>UYB~^G}qVw}ho#j=lsHZ|Icea`dI9S#9W* z0lIrSHTYmrbszBg0dr5q6)^>{r)m@`6W1@_Oi<`I6L9*j1sm7DQE#G*z-f971chF; zGW2k%QkMF?Pic8r)%(Ye-Zi-oTocXZS6H5J8dpA);agswd6GIpP=f2Aq$H%yd}Zi# zIhGm(^oy{-h#S}&TNGV<=xcN@&;t=?P+vA&OfNi|$Aj@?ofqGoDmj%H%Uu7SrAg>5 zV`=)%_bgq(TnNkMK`R9IHWvbWn+u5BWoE{$l5wkK@Yk_&u-Ck3&iEwX?%qP6yG33x zeD+(o2@CVR;)Q8CN+vAv_qjk~G|tks8dnQE$aw$d=p)}nfnMOX;I7Qn8A6Da^%9r3 zOzR)P2|I#WsrCyL`7nEyBtfE#CCwAw^Jr8GzUw*4fX9`9!R zo{Za^LRB4td{MapD!T9GOL!X5(jpQda#`ud(j+E`v9!yL34kk?YQntx5o=DBU}eU$ z)Ha@{NhmPmX_s%m1TAqFUsxhSWV-D~v3iMe`{7qscqs{}IbjKEy74SY;20T8;?G!Q zY3hx$6dh;JQWZOduvC7`z|`9ZXX$*)B6sKDmVaFSBl#>AWW}Od8Bjht?!{6i`vYUC z{9amezZkAco}Wd}qEN()WqeuQa(0m}P<&P|?$E4+_$GWi)yR6ncbJ%n5y4TGlZ!cx9^sKrtRFqg5^i&nD= z76$K3<5#N+_lgV4#THU=54f~!T&x!rrZ@T!uX2ANKATk%qR{!r{ec?oE8HG0)kLlg zs`&Y(nsm`QA$d7>GuY|S{QwlfT4XGRDjcMon(B~U`&ND97AK_E4%9iXikk(~#vw2H zg(t0t(&yGKgh152NW2=Tkqi|2d>6NcLPsnWt|UNK(?Fx@YP#vwklZ!U>kudxFAO}z zXiym_RD*-0d^eWFwIs;M7pcnwC|uu$+=wA_p4)Q(`MG#%qD<2#T9^8lde2B00L0BHdtVzELl((#$Pvp2{pQu}R>tqdgSvWXu1X{c3bZHOU!%d@t2u}4AwcT|6 zf}EY`YHjJtldnAa;;1D+N0+vh%OT#1(<;9Ns=Ef-bEMwWRbHLMHZ6q5n?a?V-bkC` zr?WcR<#y32oz_N6<@#xX7QM(yTtO}bs=E=)QTnt8 zg{p3a!1SIqT7=$wg%jW3%z*bR18NhfYYNGcMC^a zI9EXf&xpV#R4T9&(h4M~663}M4xthtB6z|Tdfc_3esY8<7R6y>Oi`$4-{*md)q5r7 zJE`1Bm5^qr`>z?)%m8=o3ES$#^($rED3bJuQ-Y_=wy71wH|@9X2A7p?gnT2E8=*SF za*jpt1aDUp>OVwUzf#7HlAbFiTq)77-$_Z=t%5f^U%vtk#&z0?nBs)N2qJho&Tj~Q z-4FM38w!g;_75P#B1d9M**j`aPs^szETnN0xW_f_cbX0E(*x`iUJsZyGRh|qA!;%q zChpd3Fl8E?nSXb^!i~`_I>e`Ky^ZX4TB2g3{NoJ%$>Bh4qi$qRU$OQvXs_xm_bcM~ znQ)eo0#+tsr$~>%tF-3ME{mPjB$%0vn?k#geSdO%F*8l9K-2+n%SmDdF#4W?{mz~f z_<5udKw01-IIP#>_s68<%QnRCci6Wj47bX*A)yFNt{>>puLg_XU=DtCVBK6y7VY=< z*`Es;V0hO}7*fihIzF5yJXE$m&()UEgi6|6;n&i6h6MNmUCb#}sD2V)&!|tN9ff(s zT{nUD`H;DRF#(ni)?@^t7oKYomzj$RBny=^`8UlqJiN)%GWDzOtUq|u%p%3hMG#Ci zu-7)wi37dFK+#_nLdcVXST!tZwL1D!1@??j`BEC+u9~1!4gYr4|HioLjsIU>KR>*{ zMXFcJ!4T@DKi&5S8F*r6{TW^fzDV(^h95$u{lRXle8=I2aWMsSq0+HyVkzKVP5v-| zjewTtCQ5qRXnex?=eXu@c?y83DoPL$SiClVk>XWg5i0L$Cda{V-OzGiiD!Nq0D$JA zzSrn!vgIX_%Vo=#NU9H7?iF7%&$_Q-_=p!2(mfX->i&3u3anP z4r^B@3w33{AsUb3)hBN*i5R$+W@e`#y%C?t%H@r#)@NpT@Eu+G4p>LW+!8k7Lhy|~ zk^)fQx1E^aJ8c{F+jmruvuofLwVQ(Ci9)6Ff>-b?dHpIc2$cYL~L z?L-g=A`94O_4nbLB}pvVg2@@0R_@^M&_oGf@U@Iha3kHSL@>|`OkN~!Gt2CYu(R5eHs_V&*GJoF z5?_BLKPyY+7s6$xuk?Ffk}^_t0*?Ke=Fz>i%gs}JrG_L=z$bej<|FGD^_Aaw#7JNJ z$}r|CD&E2RNU4>%kN3)``V zCf@Fo$HP75^I!wIQ*)78o|UxAogd{AP0L**d!E1l7rBLLF6%F7#!7NcSn8X`+DzHZ#YvXt%F-FV zac!sJG&31yqB1x6GlLnK{P^Z5`&6OHNXgRMsZu}THI!keYaw;7L@v&r^Sqf_OdT`t zoHw^UZ$i3H?Lv3VN6A1J<}bk^RF>`n_d6QH0E#e?s=^JZ0jOk| zjWdGrOQzQfJjY6=`p)0ivG9jyDR7u?7p#QBFEBv=D209rVK<``pf!~G@PxChTp_MQsCD0n$t%i1~q2FqtgscQw zL%-B8ZZ(WcAI7Z@hGE-b=@aOACgocmF6B|n-L8A`h2atNFkuKvpf!|R4dqfpz12Vo zQ3wQwb<%5?4A~&$lX^0m=T}HDP7ik?sFU(7ZQeGzyagS541 zxgVu^Vdz>ONCm`UOe&z|Rm=af3et0_AY3X4mmW}tuH}Au5;Z*|iF6{{Go?#;)^Z=T zSr>uV(TI0N(sI{1sf009Ef1`MeyM%qA6fL;wUy&C);t4i@E zH(nmK+#90uBJes$Jc8800&Aoa#*no0#+Wi{4cGbUMgsp3fip)?a~8!H7Mbt zt5wRkeDLz}XgLcX<$}66(~$Wb7lKqlKG0G_zSK}|HIz#q%B>Id!(GNj?W&Y-dApQ% zEoV`goS}*{5NT<<5xNps4Xj*hNVggi?*nC!8t7-Wa#yB2Dc;`A%d3{Nutv_1#V?64 z6eZ9a#;u0IYiQ4<22Q9-U^US4EdE%R8UpVFXXsys?IJ}#t1V87cNE~|S<6{?A!mr< zxkVU~5@-$WRzthg&~G(RLRJE;pL%r2dx#3g@w1#@Aq1|d|mp-&xALwWGVt4M7;&r36d^}qImzZC< zpe}BARQp<)HCk#&w;Ix=hJ33ba}#o<8uG}?rG|2=p1`9dHyG;XMPE(}$S7?&C-p(}yb5HB^PTMg;bhji-$i6oCnZ<#Db z$oSKUQ8o+3rALv}$AjBs$?r>}#TOxBjwM3Gu1ze*NJCFuUc?GfseT4t5ry47;E(XB zWtp_g)!L0%zl*iI2-OWBGWo_rL$jJv{_?1;3rT{&E~I=Tm01-tl$T4JD{XUD3JXBH zaI_mm%>DHenieY`nEHqLm!lR|-nE#>85)22mv)dPjgTG=KJMX063+#;_S&tMK7A&r zPXlwNsDC=!&W#uMKkOq6$*jE9Z}Hj&NzpyX>5^8s=fBvhqIpkZo`lT88Y#z>&@Kcl zHkSS=X=ZtHfHsA+AzehWWV)b-5HB5M4g@p9`lTPl)YZ5kIgLrV9I(_60ipdoK>!kw z1!g>jA4DQRAMjd8)a3A+ro>QIkhh2u;5fmmK!Yd)Qa#MNy$jpi!a)QfdWkzv4;$?8H`W(r*7 zexQWS@Li9tcscFfLW?zD1%tbQ>mbji7am?avbnNyaY=YMQca=vvETEpJU0ha%1}4~ zjyD%VlJ0RYkkBX;3}-+Up?cy;qa%^Y%|hi=AsP;%tEwJvVI!% z>4Fzlpi|owu?0Jwr0{0DaWP3bN@n-R`XDVNpT(h38Dn8pN4q? z$NO^q2XvG_0kTkt7i8iD*jEy{z93}j!ccF7rUYVlxiI)DR{Us^vy8=$CJB#Xc8EmY zjW9PP3eek%5`qt5DVOaA|SrUr8$lC;R-f`BBHGo{^**wc?G4V=G3~J=bm!2eK?aO?? zf<%@i z1|Y1x5eYPr>!KVGxOiXnxS zV{F;a@hPE7o?I^GwI6}D=V`nK{__}JJJ6o-pmZdO;)T4x$u~alxZHi-OyhhLG~R`yA0?rZ!&}ZnhBkpg z8N|XQ>x8|X#zm5JWh9EA+BCTkK~M#l2YFpTLUN-8Lk-u{RLTH*OeR>k@rD!~FBMl_ z@1VaHLkz1nr+E4HfWk%H2ZACgt7$4<@MRPIx+z*Mm6mUa%`)P|ze75bNJch5fl??8 z!HZ@ef?ppaO>y2X#`gc$*Sjp)mc!_I?^5GDQ6xcvq~5{dnPwWu?RHoZa;QV?_Dt{Y z4REcjs^s^dQAXn5xbV7o0f9J0s~DG{A74f4fHkX(Y9#_lbzztQ)&UxY_JvD~t~5lo z6L9)Dd<0MbsgS#@M|ga3Bift15w%3G`8XpUo9K_m)#ws>r4iILG!Jz5Nj7dH_1u=; z^m7$Ob4=WkrStEfoi3@sy(I42Cc31@rJ6v#)!%;XMKOK8_KcjXElROG!y3Dyy~?Qh%2SV zfyVs{B9X-16p_O}iGE$#7%N{GOy$#``Sfmid$E zXW_^GKSXY_2u&#vf@aT~GVm~pOwS#U5aM8Pc8-$5hs$~8HamwhYJ$nSJgbh2Iu@4~ zg5rSN+3a{dk3e1_qO91#iYlOjzNhjZJ(%dc<(&lOcF3wm-?wsr3hjw>XF;d%n>XnQ z#D!M#j**`}O9Reo@e9?IIc#!!WF=Te76xJ+?F8=*kwqUEGXfb-!SPU|9H3Fbhv*QX`cw#>X-o!k1&O{q^8xT7 z14rn}mkjvwDYB0Vq$qK@>_qpbCWV6n0i@525FoM?`-4>Pu;hQKf)1wFcTTLSUMIZ!h7ZGE-IPOSf|J1SScNwo0a6GcWL=SBS++57;yR&bibd4 z4tn?Xl)&!-Oza+ma|~u(7d*r|zwdlX_KOApDL9Q#_%J8|qdG0rIHrKAXALOa6h+AH z_>Z4I54juNo*b=Ryc6ztD8_Vu6yU>R0GhA$V_yy)-N zI2TN`GyW=k%*YDr7oW{Grhgitu)BZZ$C5>)hAiT3Y!NSc*-HCTC(H67C<1Xdz=L>l zhnsXv+SCioiRaB6iM$EAeaXn>Q#|M8gXKmcFB*o1&%*{U%6E&IVz(j?m*UdjjG?BD zh&?f@$|D43%6Ay(YS|v1dZ!j_juCpdDrwV*s-4{AlbY^|GYa8 zy#x$XNAY|lp3oX!?a zxi&VQ{(5i9L9?kb3Hk8SL9+=5&GwtIgku=fGe*vEOf(fpEBs=D%9B#K;pY6Jm0 z02UnR(M(7$LP1VP#(qp#g!V-aS!c>=F%vYJSeoj%4@Az;?Kj;}xpxU@C~>Z=?vK?M zhbb+;DW|_<2Nxoo|J!ia6;CuA-Nnq=8_vWh#qb+cS-k!H`5Ohpat%rm2IC17K5Y$p-{5+{>^cvQFjOE45X>v?F7T5MPbBF z#s_#GVB&JMMHsBbN_IAaY|af^?8pL&fflkg;Tdc;CU{#8B`6zmt5%_)5FP2KO)w%` ze8mRc2fm-ZUmQkAKv@(4_2)av{gsgX{tZ48IS2%pdpSCN==dqVn=s&f0|zDa%^oAt ztxi?aPnQ8F(QxoVzs`>kqJMff{ybt|kaT;RxQe!?Ne3CCbs1nu`6=q+Q`GO(x>x@F z`4n~eDeAb`t8%fIDRgOj2ZHOf1JGEgc&e&Y#K*W-^)Y6| zsuX8UGU>`OZJw=L-rIDRk*R3C6=#mLl{a+Ma)5!FO(w^Ls5NP2pc@*OeJa52f3^8oFv~ICJ|-T7#HwHJsBBx zmZF{vH0(3ca!IDB-+Jhne;l7d%>K17TyoFX8B4wM02j!7fwENOKjFrlFKU*2QL{ws zK?atPl{e`EQToFv^{1LQ%G3U;98fMoQ*srk+B}b4$T4*zJs;+vpw)%$t}3j*h5scU z4T1XA&+8v}!_coj_E&#d_xCm%cwxjh0c7>A&JT%*AuAVDXXOGtE0+Z=)SOj|g^v3B zr-s+vXX1uxAE4b1&=14y&zwNL1E3K-3&5INx=#t{)p8?KAi0^F7_-wr&pQo`&oqSR z|8uaoh^R&-JyGMZI1#IfSmL&_U_g;=2f0UWW1vsL(N_~nVm*OCJn6H+4-unZtU?|2 z0jR$$iV!xDo~^h#24b8(01ZX~W!NY(%#?m}RYqF^i3#3d|2T@OFUw$R zg~IDp1-Oju(-Vc$2tNSUiHlHL$l$EuR0+NGD#E7I9sdb@-&8<2nG9zMUzeBwysJ}? z!$K=6MzZ^Q=kAMcfYE;FnOM34oPq4uqA05?D1(`L=Va7WV;Ps!`APGzh?!*=r%)BA zHDy|?ovvzr6nz#pYthFn5FsyPTaK;9-Jlg>Idpn7H5MeLAOhNXR6Y6FPBz@J;yqrN-SLZX*ye;I#3TsfbpD#X> z{mc^(Tq9D(;5;=+c;EdCv)lMN?uQ26Ujvt+9jqDKu}FIpIh|!8)kgoq(5YLQ7>Ez$ z$PwtZ&x=t5zRV|%-%ZaYz%3@f|3Dr{&LM%`%}oHd9tHG*j_k}~f^-w*b)h*!UsCi6 zlN`#VCFolS$`o4-kI+n=p*0D`>|gcbm7$#I$z9W%$VryZ6RLQwfk3+EGvF%m*?cUn zEijj#47?3)qOJu2{XU)6nE@~xAz_Hjll>#%k0@ejQhX>8R zmZ^+Of!-Vbe(1k2dc*_$1e}51UL}7*0z085O2SOB=vTIt&L-Gf&R>`-Mp(DCqOJ|! z%J7JL!8MmAz-ywUppZ;c zF%2m$k_ZTKLu-l&yKq1br6~tGi^~~PK~qCZs@e*9igb;FAsBK}Vf{I+2&VnJ>Zz)i zRP2X?fivAv#(P%``vTr=&N(LD)&H6T<8aY9j&h4%!rZvp*H354H!{}ef4mV|U+5Pa z%NL4gA75!WY>njCEZ_OkO@bqJDmy8~;8A-Gmj=XUw6T$YPK5iS(!m zq-R()xsCKYgj1eH-elunH}UH{9G&+j@1&NQc$>uZD(L-DP+@$yNCzzdM-@3V93Hp6 zWv0LeD9E~E7zz+3*%b8Kq-Sn*9z5}Yq@hoYH;zr^!g1Bf2X^t#hvCmhXRVR9lzu)? zdU%T7MGBA8M)}{E{QMe@_pm^pu0z$>CX$V9iGG7W7nN?p7+Y8Yo(a`4@Cs&HkBr8_ z;1CZg0K4O>1lcD=QW;_-rsif8T`M8{P^I>LBTJMpMrumiJmZ^oznL~pUBgc^M1;6YRo&u>i)F-&rSIkhJ(p= zzgvCs5Q<;J zQzQFsx}Z&_SMj#%1^dh`FoOv?N67xjG9MkS9W|Je3n-CVUa+Pg+t15_aQbJxh6_hSAB6GdP z@jR3#avKZ%ww3+}7tUJxQot6?7Ki<1srH0>hHOl@9Vm{!KMlD!ry^=Tt+nv35E)KO z!No*228Sa?lTKqS&O%L+S{#m+!h7ie)k~t?`LNi(7CH(9^2oa*hcghblD1m9BtrQ( zm}4s>LYgxY3n9T%8k>AF8Hm*?T3kd)>QnY#n8|=wtEjoXC8vOmTdYS3Zmz&7%eYjO92cgydVv> z-2_9&vYilyg+nedkl_n4^siV{ybm1n`g*!}#8~%Ymk9xoa3ifH;UFopKGD`yniHtE} z11?gSY~t5`=y5lm-Dsdb8drP{YzJ-_Xy~yv;ywkAB=NkorhE!1N^~xmAJKD~qQc z!8D3MMs+S_+%hOVOG=BgAgs)6PFT!GK+D#7P9}y^MsZQpAyw2V2MAhHbI;j?cW;Jy zpK@%GlKirulJx@oU12D{uw8yvx^n$zac6~!Gk^Hkvbd@0puNV4>k5X>S_U)tD7s4n znnWazuI#h?=<-^mb=5^o^eP0hec-E^jl*C5DI`sy`&?WXPHLJ!rHgA!|JoE_44k`e z&fe14s&m_2RPD~9?orTya}!>~^%51{T&Z81MPml9rjS=bibWKM*8E7~c@aam(gi6x5KBDv|xIs8f754o+1y(_7qe zsTwA0Vmvhg$WsxwxQtB4M)*+BE}|l4Rc+zzW$6&KPCQg}q2`2egM&jt*Nfw{K^OExzS2V3`|~^b(~?l6r5E|L zo64X4*o&F98Oeyek2s31iTSgOvLNyhG?7}nNyL6Pi9?#K0!VbpNF#`G90xRQDq z?m;vmc3+0gqG26FXsR@%yza@4rJ(Uxg;6TQ#*bb1c-I&5R70DRa{m%h+rxGu^qK zBwbE-t}+sk1rcBDu>7QNE=vR+6FQozGwT})^St}qccAI#5$UIO3O&#Mu;2l~XKgG( zjuruA(gS?3``PviU^HT|J<3L8Kj(pz%L;PffL{r9H62X5kq#OMV>ZA zFuWS>Ng>js3=EJS$iyq=ncyF^PhJ%LzC8@InL&p5=n+F^-!+jK*f2PkP@pttFkjH5=RdP5o{&}VwkPpf$26xCn z49qeG%TTf+6+lyGs)9wTpGzWJ)O>tq1TtM1u%yjPnzoLx`+4-53}o0f*mTT8Zg>0A z&olNC9?A5V0V6L}k&8gEj3yDOCL%IbkpzN)jQGP%wGRsg)l=cY>6lcRw3JEfG07;( zyFhmPs!I&T07W$>bbmD0!*l2UM*4BmZNee*Q4fycTV$M+Cg&~~73IOcFu|3$^TI_y zN?zZp+B|Mpwu-rLOD+VK;>d|*|JaL9+bcWZ8Q0`5c zmCxq~Z;F{CBaH#a3CTyXb-k#PpMZR>-gOHD;*x8qQxb)^Y_c}6JST>qtGkV#MSU|Q z)UUPC!MImxo9<2-+|QLGp%6Ek3?V)+sdSMMEGC7Y)hbaM1uJi z&GsrUFP&6`oOj z(H3=mHQ_}ioTxa>)uPvyAF2wSTo2FPkz;j^$ocAWYsB%NV49LCgTo3)tBNB)RyC9n z`=P^b&UqyD_KKniW~jv9lHTecyKcv{zuN8E2%@A6dd4Q_P6tiSy$M%l?oAv=f9yV# zs?3wd@xoNM%DoOZ+glC1pk>60GA?)5uA_`8sB1{tXImg~Y2#B|+At7t9$+aG_n1!p zO2*_7p?fF4N(J!|Uz&fuksdR@Pmyp}04@sfsX2_?{3-Dss-r9pvrF_CcB^r4*8|ks zA`)~$4HCl~f?+C#&A^Frhkz-dD?n6}ZDFja?{iMmc;1{%JW89Qfhc)yp20MZ5{bWO zIs195gAF~Km|!uN?PB`uEa1yNV5$x(HKsENX!-wpsS8iHXmLxw*!zC}QK7Yc^b?1$cI-cj`jn)3sU z467bu(z;sgfDAX4&`0GFX(FXAtMF| zpeUd!U`y@F;s|fkIwqt+a>tgA=r+`F#o5wGc*a0kieq4_Mt(FAC!$Wlu@pz2Um|=& zM^O>BKrn0ts16dL4t}zHzt^jfT%{bk!7J*K9#43JlNcW09IpF#F5X^`s$BP!y!Fil zSB|f$2Jfh;tm7@ypp&8(BG2-yA^Q9#vhh7M+r5h@YdnVK`tkO%wEI2usKQHF)b(;z z*SiTMJ*@;{N>MsYFqA&YL%-o2{Oqdtc`bb|_T*#VBDspK^5Z@*>fZp6Wxe%ieY=;LjNj$*MnM*N5H+$7n zpDp|$-3p00NFcvaG$qrJOuH$j-8Iut?GPTj0*Zj5LSXm?OXxB1zQy<~;TZ|)pfG*= zklWp?1LF*~q~kJYaBAaE!zn}w8$)TCO4g@K31l~kbfM-ceZ3nJ$kB)>#-2Jy@9s3o zC?NQSJj>#JR*J*_7RKU36Hm4C=Tzr6@VxviUyiS6KESRNN(;%cCEQiTgWWQC$L4?^ zRRK)_rhp-}ON+Y_)`tT8$Qm>iDP&3gvc`t0n4wG_>j5BWgaGOVyjk?{{O^my10ne% znBsSQzM?4PQ>{}h0$J%o@m`qx)0j7ZP`x84KTzb5$KcAzR12gQ>WR_uP-Y!sDD*HC z$2AZ1lSk0opPHvcvk;s=S6#Ka)vS&@iIq)Wu52{xtSwuHPf zs+9LvBhaKG?E7vZns2&ZOG#);XcP@K(H~-N5%!I)#Ko}`i;JV%3wcML9$w|@-S3c$ zH@uiIBam``xN`)3uxk+>Bcf6o>S*u^*Gf^wDlVuHIJ1OdF=~b`p-HExi0;7@=soGQ z#6Z8j08Tj-qn*_*nIdkolJ_82xY_aOxg9};sGN9e6}~f)X)7kHiYbytqH%q4h34E+ z_1vPMC2f;d_a?1&lT1onhQg*24d0@uLv@gxI#eEsDVc_5a={d#j|G#-qDD$c)k(`! zrfVjuA8C8xaBTI4o-V%=y#rs@#9-97_O%R$c54^UPc2ctH)xx6@l2RgoBw2rmhslU9J+h+RgOrQQYt(HpzGFSHJyK zyb-k)6j2|^)$ie$0CamdTtaUF*rOSD$qH!_F^LRifHJvrox~!T>Bp*C?v-)U2VKgs zq+{zZGg=oPh<4(EY}$w`meVMM*3ro_?)|wkY>3j2Q~Ew>b&aJTPwD+0l!aXUe|#Tte8Hd2!2}&3Xai|bm(F9`;5$j^rN*w4+CqWd$E}D+^x8{ zbb(b)(4k}DN-9pf;ZFPex~<&3itQPqyyKL&QAn8(wBb}d71-USsA23b+0&tpqspgd z|F+0E6@4#pynl5L6(v*t31BcVYI59boOD7Uo8o&6pJ^h-I+<@_zsPmOl1zDuMV4aP zhYIrgr|35id|VgczA>P#_84j#p$_@GI^*wZ)sGrn2#O7adb|ReGY1t?+7gHx0=bJDW_|mHQvXg=WwBjW56Q9qCeW< z2ohB@{hUA+ewr!Dm*)pXq_<;xb31`7R+O4^09oV~q})fqCuug8W=b_}OQSb8%UhYe znPH^M!knYWqD~H|IC*lwNx)?bj3SZWnARjTx|G*MTX$8{*14wh5U)_`#X7`MWUGPU z0on~b_j2nFReu&|>tXph-`jnF_ zby6-dYbJlH@#`#I$)Jj`Y}Xz<)@-DBBAF9m_8T|K@M3I`9lW|Koe6;2-;I4?f zBuxWb?9UrdtZ&hLN-SPL9g@WcDV3CKB;-D61}-H<@rkl`B{i{f`=E z%1A4ybjm-T}jX;>$1x{1+!8uEi{(FE4*w=w)}{1@U7qY^gO<d#Pl+*OEH{0MssMsdmwCkmn#kfvk3xpQ{G-x9!%ckjKf@ZZP+GlOM7mSRo4^w*WVYo8T*w%YNA4ZM>6GMiH8qVdOe)CNJ zk}IaB8KUv^l4BM2f>@UwGyeLvMKt9e&<~P=%7J^5)s?nWOTAIxnJGB+p~0X!7!7$G z!@_w~c*mR++JS1|i3pxFLr3aFyIDdv0h0pGV?t93AvHYPt}S%guKEVDVKNovCj@A| z0Oa99oFr*b?Rat>3)(JC@J$%LN4b=j<3GWh0yKA#W?fCODBDt5OF!0{^yKio-u9TwWu zssE)+aI7Ktt&;_oImPC>%K7>x%ey1$FqE-CfT2A-iz>#X%4%`srVNNSs1T@D{d@y@ zs^%iXfsLa-B`WzIwOfU*n*4P~+ZW9AUS6(?SHNfoN)LJd7GIZ5Aw>IYIM4CJJVFW{ zI;opugwxs0htbz-H1C z2$>JpsS5>u@pTW^MoY#!xK3)Vca^NskxB+DgvEycsu-wBw_A{1X6ghk?WE|{EA1?; z>cywxXl6|Z21#7&slsDqSBjwiq1e6@vnaP{>2eY^d6wzPxuAWxdy?`{6t@h2g?tzB zPKJIMUxpZ>uFSe0G+&gRCZ>aU z%J3hU1$$n0WyRxj3U$9i4Z$eOadahIvXJVZK`oL{GbQ#sD%{wFi-6aukZG(jM-PQ2 z*yMi_fR!FSq5NKx=)>A6<`r(nt4)V0Y0fua9Td>zFe;QtoV!h6k$5p{cT53`j+fvHkT%=UpAk0jh4gIWeLD7RB^&{=?*6(*!`!rPAc*}ivF%Lq&jc?Q4x+$u z$mzu}gL5GT-{a%D$I@e)@R{bvdHIugC|M8iUMFJ2g|Wc*oFuV7<_U%MAI@(5;y!ma zk!IVWEM&?IX_h9HL_Dw|S>dRxe-j_0pv#?qbNfsSUNpLj#JbsM{*X4SQWd_GY1=di z_JyUY*c7UM?&ek88OJnWs5xZd5isea!mnQ)(}sjcs+cZ3A{;?6M9V038`HmN&+u^v zjG11G`z(Vmp|Vi{B;M#|(JA<1 zDWJj&w;alTW^vWm2T$sGbe=UeJ@fbxtcyywqlr@`$Gp`%4tKpKk-{jBvJgSbAnumd zymc`wvw4TOGKfjJDMgx=e)8Wy!bH0fIhWu>@pkMYk}ra}iNa zr9E7c=oIi(Sxd7Rm8D;S`fNq*Izv3)ie>mRQM71l258N@$hK-;exWeqO)hI^2_=|4 zn6ur#64(K(np*2Kz&q0yQ|X9WZOeT5E`mK-#20R~KWS;N9($;jg@X zKT_{~Zhg~B<$pA^2!b$#5t%5siF|g=aFHtnLGJ*4v6K_1WJkvaHz7bI&Gg( zm`-zkiPb=B4+V~FTpx{jYRR0D4gv~UtjKQ2A*?D5*fhpx(rmjQ-I{$J0lYHE4tm&2 z(12kKWNdA04^)YzkVuSz6jqZ}5@!9+TdV{ido9C|?%z8lXTZ>n4~Q1`!Bp=K;K z4ry-tsz@fIy3tEewEUt?0*@W?tGM8-!91AvJPP9AKIj3*LG{MD(TS&vxP0B!Di~D> zr9VL#mBM6%mEW<6-uxMQ2}@uOvQP^>{Ro9>v$Sn9Bi>k;dX1mtfTD7YEZEect62L| zqaCnlZP3gRS=u_DWTpvWqVT=4c%seo{IE|_lljWj!%_}TkjBTs`7$`UPo`U}KP@fb zY?WSk-q1TsQub|M!Fr8bTpm#yxZirl{OZt`l#Z`vh*>k$9MxxQ>g98yi@)CwS7t2$b!a zGbCTSsf58flTCU{pQTYqD{!8yw}X>71{+1CY;FxLa*l!$VljTD04-vRH&ROC<_+F& zvC$~TR@+RGyfCIyj!-&gVThd-KafOzxKsvf^Uu- zIB1vz@k-?b(e0MtVlQ?=hKiF<0p9M%B4V8fIf(x3bUoaR;vRT(Xk^3U@ zR;|qAaxf0F_1Z*zQ53vU83Q%cYL4bMTa}xAWMYm+Ka!!TtChyA9(_t%ob+8if z8MtsLsG5W^aIjTU(W_~I=`}J6Rc&kbkm)FW)dNfG^C2C`K(wNJUsabsX>nN?8J9<>C+sACw5Z4! zR|QT9R@a*fwk%xO4}Q#jF+J)XOqt_%m_?6b!n}deK?QXk`3y^`4b^)wiqCL=nzwpzk9et{$)r3aU%!95ACcM7_7l|B-Fn8jdrp8z?#R(BR z6ck5~-o7X$O5T=GfbWr?D8cGB(q={oHN&%#$fr+ktjS^wyzTZVFc8#*Z1*ztXKO!~ ztw?LnPz=`O)xWlQ95(_SgLM)0Xu_OBhDm+h@FBbSgJZ!9@Rfy+NU!NTyjW1?Uofhm zZk~BY9ES`~;SRNk+eUYQZ%hxoK8TlsW$uRn7^%QRh|1$L_~r>)cUJ}~C&z*Lt*N!X z0|*>L7a$(L0~3H{hJj!Th}(UfG#tiZ#Z8wx_6J8@o54gNXVC1e4^3jAS568=3 z0={}(DZQeG$DUBmf7``U`>M#DXoBP*<(btM#Of(vW~aYt=(V^+HB4o_L_a~v(W&I$ zyE#3e7*2Fdou7IUnm$yyf7G$0Y1n8CefB=V5k$>3daaP0q#v^LO5Ep_yyz}lA5I?3Eg;bc7+u2fK)PFyawr!&tV~rdpzdGvrn8y=}ia2q+j;bk3NhS zTKiO9n2;LWr|F+flyz7yK&Mv1`E~Q)u+i-qRu3OAE31Z4_ zCvzPabrJ24Yd!7SJ1yuzy3{{7md3Ne-<)fRYCebo!fJJYjrZ6oGk zPkm45qi)uut~7#rc{nv2BQb_c8VO2b?x@?DAq7KFZba3 z0WXobdT@hpUYH!pbM8$RZlKvi$Q!&NiEK&If6Sj`q&Siw4zLF5(G}6gH8K^!#Tk@| zHWucRz~dGl2334m7-))Pb5hc`O>RdBWj%hcUDT$1`#91GH63!cB5CrA=T=`D6E0@a&p;PaBw}nrs_RxKRkf#?QoIH` zcXk5a?q&N8<;VF}s*TCPGbp*bg&~pXKs?_z(~UUK!qWp!LAel>c1dgoOU%V*EF5`W6tBj*ME|;%!?KyEO*o2PLxXv0j<( zy`-G7BrsA)vNuU=$yAa%#*anZNBmk!ExJr7eN5w>P9&(o+yhd0%`ODRH>2%YfE+?1 z5PMiMf4&>U z$CtsPQQzI*$iW8i{Zg|Fi{aym^v^4%usDh&H~VjO1{-p#AFDfv85J$1MZ|ngH^(d+ zhwtrNN-5zo+YQ^aa+R`nh3|A_q<>w4T6_NTb2Nz%Y?{WRO1HL1(ZD+UNY(ijRG`QP zTwq^*#b|@dFbw!^EvVzG0Ss1otm6X#fv7z6aHQ3`B6QlwtJ~j3urRq$abmGY3#2!Kd0~5r{K?s% zPnH=>LWHf`7hBwWgTNVQ|8nkYwEvtG(?|fh;RW(B1BRpWYh|U9K|sw=9agUd7-j26 zb|xfWI2m^pTR|rqPOZ{qF(K=)EYi+t=x45=EGIFtIhFO;xA!ZUSfT9s(r@{*6*-^w^VW$hVqsq*t(AmarUqlMD(QomJm;-cJ!#MBtC11GD;J11LabTy zQ(b*}LeoeuZl~nln!JQxZZ8}}!<)3^LHeq@_zXcG@eXJ>?&&)IXXgxvD-*DQz(f?5gy0(W%Z%liHn7=3-{h(JgGWwR+Jf|FL_s zSdIx3leDZ~?zu%1ig-7KL2>9sQPJhV`;o_c+9S$TAzrO6G0$~CvOgKwESA}W1K+Oo zc$F%y>`<&&<++t`)xGxuqJhIjI+4kCp$^WC)iFv2nKvhX8;^D81Un1%Y=U+s@gc-? zZAv+|Tu3S8sAA1ZYGq?KDuu|A{GvHR-5wGRCbK&hiY<#OW$Qmwn<797FZ<39pK&>{ zND?ph2rsA|KD(;ZQW``-BqPjN4AT^oQC3q|hA=Sfb3$r+2@ID@@_sd{wpz^*uL#h+ z93ePc#oXRgXRZUl}Ji8iSasafLr@WPpm`fP5~=M#{M)Opk}?F|2*pesBJ zm#a?j+byPXnN0p5=HpNC{dy+3Svu$#Os?C*w2P8Kgi>XQfR0%ubI^1_`mit#V8U1) zP0qmkcjsP)vX$PTpT3r4a|Mt+>60yMQ}ztb3F*ky3@rU=g|fPaC;Ag0!o)u4m6PXF+K^qavVi!}cTn01Y{@b%1!jI%Hg3+f1Ut zboT1P3iip~f~P<}6?Tc_aR{15%ql&-Ev=jBnmIFX&5_4`SteTc)aa|U4XS*`biy_e z(Z!zV*FiKgW;PPJBO;`Uac6Hid1=O!NoFv8rNH78(<&?;8-+CD+FH)->Og*3!8Zr> zVxIrR)uor+M_fGc3Adqn&eCe!Y~oT~N@dxxivmSW(1%T4rt*l7KMz9*KVaX<8;zgv zFo|OflV6n|?QKCejkTaV3VaLATV+lzrM)x%qHAvkl)0s? zMKu@*pK*eLYR=?%8`fN-vkA+YV&@zgxBI;s>AC$m7M#SJQofWv#>p-gki+5Igf4pl z!E~*MCco7cyyAH%o-!CE>+rgdB@X_LSE8g*rzU$F?rW43*RdpM5f2K28)qK)d8vg( z+hNNZqs%&&Pn|Ck;fT$s1ujvKdDaeScOGSyyL3i5qQPqd=&~BEA*EDe;-KgRNDpUu z`Yg_~C)FmRJ*zyIX25+G0+MtfT41?KcGM`p(0g>fIy9tkhK!HER=rMVUlPELZsK#~ z*v@!|V#~w*e)$FKI(KshO}eZ{k92!{6lhk8XUimKMUSi6My|Ku{Zz#KDTfy5%^70UiuLx_kV~&%Cf`PJ}wo!PKVK>Ana zOsF-_#Cr?~J~{Nux?>!Zpx2MhEvwU$TZK<OF4vX=pQ9o%k9I!(H)^g+CML;6{W{Hpo}7g zEPHCg@$q9iuXZ{?7SU9sIbbk99&zu{eZ1di1Go;*c#PdS8T8DzyVB8s9zEP;IF|V% z7yw>Cm2z4MB-N-qmvRlp;u*~mjG`~kKdLBn`2cnTy)}PpfoEURUOcwvjRh`%(nAj` zAdcy+3L-+R3PwWEvu)7zW1b`(fS~uhVMJVyftP_RcVYy$w?exH^qYSc`G<1RjjLb# zmVq!Ft80UHs%w)}RFDj9!ET%swdlT3QH_=~z#4tlWOuzYsgwhWzFIdmL^I@Wc6({2 zWI^oP0nD0~2g{eb1l?VD81d6O2bf4qhegy(MC3%QE4Td82h#s*k+@EbycDoFM zSUHL$B884FANAdc8kaiW5m;>H?#wKNPsd_;{6O9giALK_k-NqDuE%vch_IK{%P~3> zfB8A(PfYIQ>{)TUewrf4Zfybdr!Jj=;(W(k$; zrhIE}5Xw{yEHsCfCItZpJpNbX5&c1LRzx8>DKdwybZieAf-)vMj937CxtF|57vWgN zWmjqn`=5G`zi=2=0CE60lISgP{SnsNb05x==bnjgWTX`EtCe`Qqa5JtM#}h~aAbbs z4bgSn!zE0N&KzmQ9}<0pgPN6lAj*#a)GY(j<;&oHuP9%nlvLSV&}IPoPUJ?A=QrCO z$>s`s-rz;LH$$VR__~hu?jxU^BYK=JlN4s0?@IJ-yh3ET&sbT1()Jz zizUyg*x}7@Tv;@mEby8rha4JG&&iRwF`ZkVxedOgd`~KsVvB|ZyOi|gIiZF@Fiagf zXkjZBA}v^vBy>sk^QXLyBqhp$Q;LZ%yu+CH#%8G{YcHKF-(b}T@h)Ev;ZN^azrRLv zow5G})!cbl(Ax*3D`)Y$#z|`1>K<*-Ja&19=qqD8@0(^Y)JC?~?d|PeM(1_}!WV2K ze#lr)FYDf9+TlIimtkJ&xk~vAlbm zyzS70Of}%5Ro`vp?5Vl>5!Uy7MWFQ61{m zI(o+%DqZEWK_Y8HA_pP+liV<~M#c}jJ6JThIJ`cgrs+ziR8HNf{g;@0a%lXDzSMfq z^BpRT**LQ90eKy&ZE|hkAXE?s6;q3KL@>RWkWLfPD4=SB`6>3!p&WSWlboXL;tp-k z!(|fWROsipJ}oaTAlX}&kz%XKjT?4r#u(ZctqsFbr0E@siZjv6r^E$=5BmkDc+DAy zs=Qc!9PZEeXikCg=6wA~;FzQE^C!)r4~}*C*8s%lSW=AyI_zs7W~f`=8wI8D!t`w- za?X&!GWsB(1y&Q6!2a{fr{)xH4o)$3FEcfVYPBe$jfk0={|z)V_IY7Lv9p@s5i0zs zZqZ2c>Ow%dL`DZyp6t-!C{;nCDY2$I%~@}ME0vh8gq%pwGB?C=y^KI(#qn2k>CfW+ zvEevZB?fG-CDIR1O6>J8Q4#~6SA|5=krKav?(Jw-tLUNq=(377FmPtezoU!KTCj9( zNP*=Swo>2PX?PiSJ~Gqt;l@(|ib0N7*I(e%&~PT+B1NSR;CkrMAS`JzJ-GD~=-fbE zj^fZO95ta*v4eH(D=ln8xbE<7Z>QwMS6E2ANff9J257>hs-X2?`5^BqT}OA4BWtk; zi27gk3$b{;;|5o4-Td_C!>AAG8B8iI4+>d?CRr@X^Zpz=uW+`&%)T-ae>T;6RT14e zd!4$+X+E>=baE3i7oc4%}I=P>R zo4z(M^SF8gI^_> zbn3+I&Av)IVKBjgrCQw8pwg+7C48!LedvseqZ?WdCH^wq)$u8gEdI&~s`93G@4Bq# zUYHH^WH;k&oz}JR2X5(|CPud=QD$+nk~diilg7zSj4WA%>>Fgu-QKoN-r+U#MiQ|& zfSu>SK8E=%=DcWEy*9c^7B2|Ifg~5if}ucVl#m`>A`80EN)2RORhxh2cH;h}qgMVv zhy(_RW#pULvdE3Ix5|8@)vq5}DLKRj&@pm;MmSjWMXyr@C*UHE2F@?$D!?onu`x}@ zkGy@8UIdT6@`1gpA0CBdO1=U%2G7mhMtXJbydh?Tc z7yq{#MUG}mVhh2|yL-$br$T`YxJDdT2Gvykk)T3+Q8M+Pt?0Q(Msv`zzxEjE=Q_Pv z8wX~Uj>hz3dxW1u67l8^i?ibEJ|QjdSP5IXR!W)|0<~73YB3;Q9Cm5X*y}Os+%>b^ ztG&eQZ!7;mm?5&0{Q5K3?XOOvsqS1}eI*p*e{a?lpM+F&+4psG85z`--9?m%@%f%j zYxKS}893ah6k=|?@%WgC*PBlf;dP07H;gx@1OfO(g#bcv^R8JDMte-OF9;(k0$Qi#Ioad`pNbfc;$w_lN)Tg36idN(a{)qFJE;L#-v(%GM0`Dh&E2A6xh z3Fn(rLlh@(p2T6T4KH6SnHi%5`6wHVj(7pf2e69Rwj6_NAn2YXW-GAoJ}D|3;_#a#h4(YCYd25?tzwnN{g{gU zvA`&%Lo}uj*&=9!h?f$ybXGe+gWOXjX;)14r4^f#{d%aTLB1i8ZOQWRG7icy%a?5V zqmdZD*S-|KSp!zXPxc*T@bG9E*~&}XX%Y3{9$DtP6mxs52VaJDuFDDxAHNyhIi1G) z)Eh6nGt3ao&bM6PFdz@Z4JT7p^UCHk)wp5r=dZcxJ`3mTR#K%`+S}0hgm!pwl@>Wv z)&*x1w->cxFHGF6=%RHXTXK>IyN9FB5xJq)fhP!r?R&}LohqQkhnog)r&J>{2l5n# zjfM_S7o-dQ<{CT8**~golZdUG5m@67bJUY&+R46`<_X=DVU5GHB1YPsY5+RxgvDXA z(^=AW7fDs32Q!}oZFUnpu$IbcZe-3oCo51$GjIDu$R|N9eA$bL*f{xo@QX{SAdu)F z7lkJyw!w2-YC&p61Q#uO7iCd{ite<9I5QaIjOI~J_+vYo=Q|%LeM!hMy5%s4t#+ye znH2*3^NT+*SbC#V+nAB{jEtZf6J+1aLwG?8v?l30w^tPFO}&e*M3o!Eq$zE|KigW{ znZp_!k6vC=%dVAjA_q>ZoX$tsjtf71^D(a`f9oCBz~LUumPUDl-s0Mc+xzf6$|O&6 zLwAcH2RY!tMO}2dCbbY1&kg5`Vd?nL-i)9~_reKziDTZcZY*Tq=FZpQ`cK9DhB_S$ z0eq4d3$%x+3lzTjzV-U;`%bII8!m*7mS}HOX#xqhB=^~t8yT;NQv+3`|ciO-bNKQ;B zO{7-p>VGgck|20rwZDu#vC~`xNE_9LAf=&;^oC$UufQNq86{kGX`YfHpjfV`#LruN z#l6QQ`|0|E7iBSJfY@4XZ*3&(QxkdPXnODvCp~ii%O^ss<|uLu9glPoVGIN*NL#%0$w zNgG>4OM7KYfOJSxbs8IYW z`L3s+{jw2n>kO)|F3>+mmdUSSt=4i-v+Y&SX><=)mZV#~yJq2d@x*Cj;? z3!QPqw(5ihgYMI+ML^H#mYt7s~z*p7^(JSYX7XNlu(j;04untz z_-$Xp=%>JGq#w$sv(Ft(ymsX41VyxqZcb_rO(SX)z^Y-`SUk`oSlP$u^BJZhR=d`O%h*t%dVtj47 z$YL)vm?HN=z5DiEr=AUo*h6hoevT0iz+>w3t|Jr=Eq~E2nR+Xy;J{)AA4TA-`Ng@} z)lvIc@WJpaYa)VvyOmId#!T+8qtYU8!<2<9AzE4rq?1 z04q=B9;@6-#e?f~m_kXDxB0Sh-#%YQ&SxBRyZS^ka;9#cj^Mp#(O${njm3nxlFb~e zH6j)TB_bp&pnk2JF#*hTLLrEjnDQ#gen%SP9xVbiQuTvsAU|S-cSwJxUDkauiJAAQ z>hVEMl<cBBj6u7xXh>#i1RT)Qc@iqEUfA5* z8iY9>bYNwn{%f+EKbLTRos|5sIVqP*=28Dv+BVwez!(5xQQGP3bO_vaiZbc&Gzoq6 z`T+DRlzP8MF?Ri$ZvMEFojpP`)7ox^zyhMM{DS>4!o^rmvo{ghZgm&Feki~T)5I**DMtB~c7HKzq<>3t%I+1+l4 z_6RGtaVyBTTc_g67~tkX8Es*d=lw=FipKb@0hoHw9Fwf;Yx4<+!?6W?{#9zW$MNJ&Tgwl2@jAn5yvjf}zBN$50koqP$EDd7|ZENiuhz_v3yRF&f`{r;Jfaxut zF?$n*vEF;L1;1qq%cRxp)mz-2E<`rf6cv>QO?$80XD?xk-}kttAxxuy>Abg0#G{1X zVAnLN0DqvbQp)kXy4t{~vfI=Y^3z&g&&0H<2(1Ey*Ud$fSx<37Nb>S_de@R~!S?N4 zp&94$+t*qg*0DB?Z3H*Wlb_PP_R_nWo!G?sNG^)JqBcY{$ybndAum4)aOe6kKat!x z!rn4%_;TfsK6ii(h6#5*o57c->wSUJTX&L)XC>N-88n@Bytv+rk?&3Fvv$_aIE{rb z*ZZM$WZK~1(iyWOND~)vctLzQ|I_J3trF%tiYmQ<;6%x;7By11HB@z`)k_H|mApd+ zA&aM5nch>glS>hkOOK$C#a*@;Wo8f=;jf_=Tq@p=FEbog+Ag%oD)P%8|#X*3+l~BWTt@7D*i`W}Q#S_K;GnzyX z+ppL{0oy>TjteLK1+y?et2oN=5GsC=a91$$)njdFT-Y@PT$N?`*+C%53j^eOoY%7q z8*rO8j~8CQ$Uw3H^08hXp&1<`94LV2qs9CB4kzWf@GND_BlEk?WeXZFLTw6;B* zKK0`!@wBBh$&0AwA& ze{%+^l`n(XUN?ChU%rKUza?a`Y3nf8zulPR+M}ph*Si;;7{Ne~J;T9zf-s@%j5U9; zvll^HfZd9Y1xKIV&K9@`o5skPfVL95q>eluze zjKv!WnK(Unnm?=3AhGroLLWaicL}b@C+d?7G<`Ph>BJTAVW~nXVw)>66L#IUhLfoYOS)bg9vnJFskYLG&ux9CjTwsw|9E#*fd3 z8b8Y-f<$vN*eInJy71(D$oqO%?8sxlx8ws*P(t_2{yceb&1)fJ6*B#1pCfk*^T{Qk zz5V%dyxCO!9+$%tKXB@^Wv`3LdcXJhcDBhhTpZEqAA>vwYtAm1rY|WPVz`82P%&YsVP|iJnaun=^35@es;xVjy?Nx5^N#`?m z_m*S+aLQ8R zXC$mGWI6ErXA;U#H#$=gc9ntF$)MH4MqI=uY*8&YQm1m$`dXFeAq?5(ti8@*v3CZRi56oDj- zTi2+~gkrac6g#Vn>z60X!|c1&FKEt47Sxl` z`x^Z+rs@wC!Q9-Srgmr(SB5`$W^}(IWS*4e%h_M)XvOZeQO8cbcE;+oc!Bn06sCDV zW^ot`j~82K)p5;f)7kZ6e_nFwi8KiT?TM`igDdNP-^ICJ_rBy7WddKujtAK3Uf{*a z>i#Ip2UhZRh{-{_v+OLWkuS+2s>2z&jCNP6(Ej3o6M_L~Mk1JDiNM&|b9HvG8-o2$Z28b%l`fe%ljrbr7#>I*#GtwzswB|WSa zgi0kClx<(aO%|MLHsq!7qHe6r)G;>p&X>^tXnI1Ld?6Q2x0*;-HDEy<)|+0v!IV>(Z!EmqpJO1d_?I6Squb~c($x~h+m z#x#NC1nweMI)7WcxI>GrO7eMuu$Jtrs#MlEA$CNu?qhm4gR?S9L1mbdf&OK7a3#c| z;tz#oByHf0S*tIFFhyjG?ZhZjtp`owTHYXWawxfxX66d!+DUGz7sC|}wPGw5N4Gp) z74kk#S`jUlUG;K@0u#zq+r())X7+rNLf2mkN z8;@U-@Krg2!oufxL;I=n9c!e5`FvnVeY4Hu2Pr0ReG>FC~5=$SPIADI>PKUpmb{cV7FX znC219Fg>W_Ja1K5uS%cNJbj(YyW9KGQt9&X!*lx1#ZI(e(r0pgh|ZB4fF*)&C#U!L zxG^V0F&_JhJ{vx4pr{H@6ur$OC%QVIX6TJoMwy8vXT)H+LX2XGRR+DZ^R)fi;doBT z%&q0-Mcm_nY6%gq*GGz;MiG)7UUIK&W9nE>32<>pq;E>fSlLHQO+YCReW*%TjTvt> ziqS|UWVeSed}ZX!c3o7csgip2IGK>VQD8NtY?D<8_&%2kyagiWWMCn+pm%UB&RE-h z%7t16A(kGmkS38P*dIUFsSgka^;F@h4$q^iR3lWP9_SPKl%PgAV*^eUxrxK#wT_%C z2(4*icda1Ca|ES?C(R(xAV|k((I?f8;%By*^edsPj^spm#q9g-Pf00JrlmDh-_(*| zgd#}`wrwtE6Lc|22%k3SNHI5HtQvImc z1?QQ#5)JKs` zJ5kGFUT4!nkAc&}vT-;?i!vc>@iaEtWTwO4`6;-}MLdB3L6(y$R%0kUTc%{HM*?Mt zVW4o0o#)cXNvIHiFxgfU(rLnB77!m>qCWYa2>nM7hSIwzYH30sQr@znk&enqyV zZPU}#)0az)Ha@MPo5K-Uz=>>Ad1a9j+QcGv++J9|>R=0KbBDJpxvw9+d%?6VbJIw*8lhS<+HuW-&y0Z~RIfCbKz6-p5j<3k7aUxQ5bBI3b#CJ}gLyj5^~m zpgsy-`J+bebeZcL6-EwEYQ)b)F{>F05yC0)AEmdUzYNVOlDU!S} z4WN9KyG5W0Dp5;6J*osQr4A1%7IYgKV?}VAKkOTx?LGE*`P^*)M~{wLdYaB-^<#Bh zx@rlbiLynpMtb_QR2ErRw5KsjwDlK3ESzJ31==i8V+ti#HD97i@Ii}RV0%Aq5Qtc8 zRy{4jRjf+1lHyG766JjfW6$+UA!=>&qD15NmU%z5RsPa8b-j(<1tUJK;@vk^4V4tx zCNO#060zD|n-u<5UyAu&i6m4F!XP0e4V;lGyk%`~e-Vb1**Xh@(7%#mPD7dg2sI{5 zN^%zVGg=(={Nw!Ngrt0}NVJ%-AiCk`Rlgcs@iUT*F$3>GyuPu%6+{Xh3Ms{MR8#;a zCE`^a)R8|0ph5PSkulrJm30bg|am(q!e?PT};jJoM3vb0VLiaFlUY$&}FI^`45 zt=g{cFQaQpb`?#IHbC9=2&JQtag~7>%SF(ZacvRDOW9V~8Zb_A=Sdfvlp1?7jzMB7 zbl_{5;t84(O;_fgm3G>nu6scMv-tU)Ac$Q&BG_(U`4O_MR2&X@w-gd>hdD$>425Ma1s>HVKAD zo3XD{efr-~#Hr+}hHTCEu$=hPAWt|i`9BUUQc3s(#X~!o;Huo0h`Idqa-3;tjTG5# zK4wHgYDwu39K+lX3^y$sYCiYz0fD4hMFm5klREIqT-->k3xnB_=ZKdWWja%cHuiOo z<^sQ##$wfczKwM3KMp!iJVY(I=iAL_v8t%0RlW5|+3_97i;8090CJZJTj*GE^B%{PLB zb93wLQGpDmTN+B@N&;OTuL|8box2B)!5g+as)B+QfXb%RRbJXO@~`uBvdN8N#hoPV zLUBbUXIEToY1A2NOT0&wPtNkgs*E;QyHt+Na1@f#Q1iEqE!H!lt#CQdoHz$G;|!g* zP9g%NyxoQOBZPD7X_`JOyr-X_Q)e$0Psn|Jk%=_TZ4_)%H7gfa%RFSUfhF`chFdI< zBThsFQ^Ls7sG5mal&cS&&NC#QP4ZfK!)MKUY%BrOnOZtmHMGy(d7h)0UHbOdy*x=g z8vSYz8A&6ZgieqkrOazepObvSEhq!g0@Y-V+-4o1ai$saFRWthCk+-=Jsr?t%Z;T; z*hjIIh&v&TWUOW>9@2{B@2)gjT?w2R>J4-%c5Qt_pDCzO;QC{B~XbZP@2}neX<)jNzGb zpUaGI%ipe|e9nEo&3-#8Z@annx$6CP_0s3M`sSeR#>ZfJpw(#@2IT*H{r`;y?2R3a z_3aJK7@q-{Sm@1+t)3a%(>pjBI6TugG^TfWW@YZ^z-Vss%<1+`PJxw;iJ4wiTuDYm zQIWyI!Pe$MaxmS#*jQLV{_%eM`sE!6U;(gyKlabhnE^~d77${l2aWzep5)}xsB03@CLR{Hb(mPZo0Q1bB8}5e|&Cl>}+iBV0?RuqrH>yKSuiF z@IU!>dz6ip`R<^hljH3X0079wba%|eUf=p3XaMt%W42C?x3s)H_|LWcW56GO5fd{r zv3`gDF&8~E>A$8WCf5G($vF*LUNOSSwe;{#@Axi8`a5Wh%xPmkXh{Kvc3Kb7}4cx0k)R*oaKiccx`#mcs+xLm@%mrk>^Fq?^<^nLW-dW*y_5yI+;s0r{-xHRV z^Dg{69CEjyKOhg8gyp-e4@TT+=TC_L*2KSx_>lG9m++n!|B&QoPO@^|7x5nC`-=Zh zh{VQrXY@NFvHS>JKNIOkF!+t*0|56k$j=`3@8xG>yD$ImmCVL=e~yPB?vvu4j{j;| zcgp#ndGxD@51RhIj1Pj`7xHJd{NM73>(QCxa0MoZ2T9j;J6?3e%A3{A?}p(r#Ze`|Em?zHPg2-vNbXJ(NO$Lr%XTB1>cJWAk&?{k(%1yHZ%8%;h&NkfSLXK zD(_=h52q_KjJyy{|B*$1$dXX{!{R|UnBhN z|KI)oemVdE?js)1ma+ivQr7}pBj?y1r8h29T)z7fy2uFkRbEZ zS$}8|z{v7j`?CI$RBr?J??LRp1gC$e$?rBG{p+gezZ&M@f#d%`4d3Z;C)9(3$FG&n z??VCLmk#s+k^fHx%kO8oO^Dxx`GYGDLEI7fpFa8!$bFA{h$z1_P7j#mmksv^O!8CH z@la8KfM3$l@4W;F_^+jBVZ9&Jem@DzuU*XpAip$+4?)}&PY)yuE7N^?J-{feKLX`L zC;1T-AB^~~IsA|y^}l5eHsDlst;u{pi~ilH@!t&d@Tl=8CH(BIe?Myc zGVITT{(G|hsc8H?gyq*1{Se46f#&xR_6O+wfAa!P_8(d9d(*|j{DZ-Ndsq2R*8kuH zcjx?@r19@9#r6xGACPU?neTl1pVR!5pZ~2Vi0P(T(4w0p=f}_V1?w_Pb`}KX|~8lOCJ~ zIPSZ^1B=J|pud|2e(A~n<1i2Rfj=qXXDa=DC-`O9p9lT-!R1f4)BGO7{OfkZLm>BU z@enU~fZqQXFW_YVX)phK7GVAnYyZ9zF#nWF{`%tLFJ1V5q}5+X=>LbkckgcF$kB)A zZ-0tj&DoHYC|RU#wjAcH$MH<^t~c>5nc3w};h{vzqD_%9DcQ0!`R?!Y0H|BDn<5n_ zu^n+T7TH}F6o5jZPyi~|$^y35IgSJ~Y_~W&H*<@20?16e3(NGpj84yaN;rDk3n7y) zSL^DL58>iK=j>r~=ZOd;#mZ+01 z?h6fP%PVwC^pmnq!o?*hm^tlO@)8*Glw?;G4@BJFTz2`}Meet%v=?OSz zk@? z$V_N_0D-vBseHs4%GOs3L};Rcj*GeE&!a_XE4GhqZ>Ex9!Lj%~qKsw1N_qLQ07MD=_YHn^exAO5{TYJr$_^*YK`zs5rtgJk6 z^vupr`q}Z|vfs-zFe{TNuIvcjmoNI$3_h5dIYnjWkU8DBb?g3ckUbrro_0ss+rjxs z#^}NG?&y5b9cJI3^+)%=%^r+<{mZO7MNAmp9Q8M{`-m?*>9038HaBiPN4L7vW^c!n zp7evTL-aK|p9~H!&c_pUKIvz00mOTNHyCBlzW?FrgNGW0xN!@^xOF@kpQ6s$yKHcJ zHlCbky?+0Uzx54vaNsGISoK41Wt7qN8WLn!7 zNrA;XYh^!A_OmC|*R||;Jjo{Y>@`7>V!ueKM;oJlzgHdhM^#j)Wvy1m@7jv^22EG`l6qW#-sQB$(Yz2^`}#UP^n3?lm7X|WR#(vL3c44oC6F6 zZB);CfUSEtt-jtEU7YqOU7!vPzuxHeN8{7Mh`-~8M%h={rhqfbzR0Sh^@f0|k9vI6 zbC0aU)9zr@IUe+fy=nEW^=nW~`{&iS?aFZQre8UzW&Z|})*6kbqKNqMFMqMd&L(}Z zTlH-{gFCMq1V(^@XBUUV!BOQvp&h@S;&J=u0kPhw{UU7+*ye<+Ssm35vNgQd7oG6p zPEA{o?K|5*(*xiPyjeMD?@O)k#-skh>YbQwo7tBw!jyd}WFtJ2@e9NtVql=t1H3`s zoGyru1)7J#xJD$hMBm2itF`yh+*;#6DaDm?d{)mUfT-WzZz_;{IylA)vP6Ydvd^X{dV&JAUzgTBD%6WnhNvlgffs=nV+a8DsF{t`$O#*qpDWE{qEc6 z6%O;!!~0JwMi*@$BQs8=>+I)W1ZD0;+II6G8j3WS^%1a_5!t>PpDZ%M^+q(rDJE!l zLZLJ{&kZji@7aUh9dh?*R`bHS)RXuwntfNER0BKJ#Gt*(t!pwG4 z%8({ToD_8N!Y%}zjRf!?eE;}=bF^mxeypd__}mQ!lzOHOvl<3)KF%mVa>&uj-CnP1 zNC5kBpaN{&<026>EKoPDu{k@vIL4gq9F2z;rz6OKc<$oi{COHp>?>!in?)8n+@ov> z(@AF2{z1f?*O*USUteh0uFR$61X|U$y>yKQKfR;vqH1HH_LaAHb_jVU^KMK zd14CR;GZk`D}qp&-XuGp8~IJZO#5E?8%-#mRi1eHS4g>EN3r+pMnxmow=P1A|566_ z+uH{U0SD};ArkHW*I$c3J!c04c zvY<;O=0CslVZ3tIGi$PCe{04eX$k-l5Qg%%z);LT9Kun%Vr)`5&=taIZD25g{zN2< zNg=d=8mgUEKy&XbZaFxB<%D*sH)!J)`@o5SPvvixzQGj#3nYHXuwc9GfaC#5 zmalk$0M1f{F2;;$2Pd*D$`4UHPoV6IE@gDW7DH+&JQRN_h_ws=m!gX^!g1*3@d z(V~_vELeGXiJeD)OX-5mOaj_D;0I*nHK%H}ZIO%dNOW~a@1VGBLc^lAmdG|iD#aL8 z!xKT2sG@AW77RF~_0#@2VygUB?*x0E(KrK4{fXO+P5RxQVeV+$$GU$s=#RMl(V+o@ z0@`68$m`>AyKT^b%^`tcC8(~yz8zHsrIhc2U{XrQ*q>tWhP{)`8dJh*6c&^0KQJn- zdphX#K<$!F(UI`Yf%1xN(5&T@ytYH2EQ-d6jv9gR+L;rcZCl>!8OF&$HgaRsu9Yid zf&yB@)mlnu+Z=RIL+Te8EE9Is56kOqQqoPQq-^hQOYkWW6}8 zcAe1PtgXHldVu1x*FSX9K{m_{NT9DTunkm$3Ag!!(F>b8uhIIbe|cW5>V%XKtX?;n&Zw*c}eDftu5kbxBXhCLo`v*kK>v!OEDznLsszJDUS1ip)5dP@%5wINqHfE4!myQ zf*g1@1JS%OE5-d`e^~9;!H{QXU=L%}WbVA@3~#v-RsK{s(fs>jksqYgdy)H5Wo&I@ zaq!+iG230Nn!$90#m2Y+8~_+7xXcJstY^tn)mM}xD%$HA5^6!$K@-ro#8b|6GWm|j zKS%Sx*>5NsyfTm~Se&Mw1<8gPw}L?zJ;55Bh(ei?)f5`r#lNX%7l6Q2zc;ZSc;Qq) zo4qJDg$Q_4DgrJ%@nf+ebJ>~zuT?Oe#hBOAS!=i#TVW6pZv-p*+3VY`bIN`vYu>ny zeo<;hn{w1E*SSP{qVS+d5%xXi)G~!?gx#~imyO?!pa+OiFYBH=(=Hjp1dB;T*|sPV zX$rP>&P3OcA9+d<05PSVz>o$}94f_npbV9Oz1euxe+PpLOotctHK(&Y7KZc?svR<$ z!W7gOYaBpM)Kdfe(FW4ljmR|$GfaP`hCpeCyq|e1#bCqyGUmI2a?0s~$7fh%pyk0} z3+2T_XnOsiKlOUl5Ed1#S;AjMwv;+7Yy7|T9V-)nD0cuRiqH~6@P$-c3t{@4SuyfV307v6+GMNMNm#d{ z%B=9s1?7_xAW}Z1QBzD^RUKbc*KcxA)gz2H{Ais7_vL6Zxwl7!KU<_8SF4sxdx7)E@qZteWyG1gkR(1-6*LHDIi_@DvEU#zpP>klG za0GLVw^%Ol4x$DqO`p=tnPBIRC3ub@cb^i|GS(H9}kYt`~4A@TAaSQ zrHyB|u)@9>;IQ$CJ995>hy-wBw3#F{Mc@TClapY`gash;<>QZb7BOzf*#mw32pW?(F9Mf3_Q2H~v4r2V;q$%u`g>TG>wZcJAzn ziTWLuL-^H*YtUr;9#S7^z<2I!ipK-If8cm<57^%zQh%xG;=EkkqvuM6skgnC@s58dd z|J##ywm`!cK|NsnDlA8n?f|E9Khjy};bbzNR9U)kwYN5)ykc45$`|Q}vg`!UAnLbR zwVFE(q_=?&$6!Pi$M7r51N5DXk=wTPFVBzz4JBYg@e5c3nS-~G16$2^4J2dRgYUT5 z?{;=~d|K!%W5I0}6vq-Ng#z^*q%3`ooZPvRJHE*#T$`oIW`%`w<#t1h4P?*WMtBT! z`u?5SnR7+=LQ%HIj#;#z^E+yPLMy+|0Fz)|gK*-y);gLW>wP(m(-0w=p2( z9go{Y$p}hzP6&5*c4h~(y}Ko7S8QUo)VHMbnUSNQpj}j4mfJ(zL1ld#*u1-!biTVK zSPw07FndU*6Sw(G;31kWXoai!b>-={|{@s;-_vGI@{1+MV z;lB^BfBw6z2q!F#6U-5?PgXJ6#IZrf4Mg~CZ|_D1biVp)_5;i*f@WO{unbaG;qjS#f*g`V!evw5Be7fli$csr+>l$@|5dmq0{xS`lz*NBtZLBvIkKp5%<%5UWQw$<<;WA!3yZe0nj zN_;FgPCkb{mg7WR_y9SbK+Iv|nWo^bp@-F=0hP7!1x_{$o^VRb5LiA*>syXr@q zwBKNBwzU4g`@!}9=H6~|R{!6;(f@xp{a@Ca^S9#+-sck<5M_a+9(wm~g=VCnoSXBC zTnq&5|Jf0I%#TjiM>y|;J?k3I|3R@wPtLFu_o#Oe>5)O$5tzj-JHpljcEa9OApjp< z*SF&V6!98?Pe=Yl#iGRe;+~@=)@l0Fb<7mp2FVZVdP3dW+ev~kG1f@J`5KY$rn*HyPz1j> zX)nRF9+Y$@<6(c=lK$3)(5=mD6_xAg7h4Lcn-$4O@h3w%aZuvWc6S8jhpx+^UZbaFklR$USTn3JY z{qE=j-e0oR>lWNrC^$4R77%N}ueS!qljD|H1F^PF25$rq7zQH?U-mo~I|w$%L7W~M zie0dKaejjM!IJ^cn{KIXZG$$p-OU|1_?%(vP*?tQqD5Zd zXl4TB+=7K`j3$qU7dVK`9uNAHNq_y(7@m1wk1vKt{d4Fu>~41lPUr|)>LKd!yD?5? zdEFw%{!J!LY1hCDWT^F^;s~Dk-X-H%X3vK1@&gR~o!@E0& z-Tvm$&hFjj-tlg)+wE>|Z*3yK>(SBn)}7tvQFFU{w|BU8xY^h_Jj9x}+uz!{gUhyd zH2SDoQAAbhx@W1tXxH57H}`sXj*)q#yW898_U>$U`_0Y0yW4w>z2@;@e|M+bJ={gA z!b4ak`iFQDR9b-Y7{a~c6j$RGYaT9EIUP|celBD z)HvGd9c?wb{oe82e(%mvcc-zp-R&Lk9o^l+jVpJzj_-CiH@6P^jpJr_b8D;D+-ls} z-QC*lZgDUOWn`3SZ-8@9#8B|G4U47;TP0GJ)Y<4=oSxyl9tG+&4|VA3)S{)bKIN2Q zWahM0t<>?q{YtI2fiqN`@FOmCPB!L8OF z3=~eY^l$z7XRBq6y2v(~_Yl`Mk+XkklEzP0F{r|mgH~%xtw$U|oA&S~a@6g@jJt=l zBrwB3%d7k!!sFIOoAn3G@OHv7$`Q>p@6>5F4s%c3Jd8+edKXrWU8F#kE~r`5D}RS& z%epYJ8G0B`1}`M0#tpzbkdSq_8|$^ad4lc3xVO30aEhlXhT8F6we|CTqFqLX_K-t^ z%CDA5UZ_@FP&qmzK-yp)6sT3*YR{ZAfYJ;d=n(jp)9Yu9KDQ(=v2)s;yy{O-Ol;zg zK5A>GQI%&oxk9v`$w7c9@p~v_Sk0BAS+9w_OJ=x+SuY}}!#m-6*FaC9rr694 z^J{HCkUBj#t%G_5R6XrG>>FGJw~Gqq-W2}09IddH(;h)w8M-qm!wGupKy9Al{oJk+ z!D8tob{aK#DGnWNV`ZxPtf87Vc-;+-Iy*#yJa4s9NJXDd`XT44H6PYfvalcy-}kW5 zu@@G!Y`{B%To?l(I#NTZ9~WnWK2tS&wzBz)vtS?=_H}|7K4r7+pn>LDd&S43a;PLd zxFL%y1UihGGGf=cZ4?srBzHTTWP~@*19=N5<&db63tg1fnwB3STJ!PF4rkqJ=@(oWb`RK>TqZ{wexjqK|#{OPj$lL7p+ZSSSN9PI1ftp{*` z=t`mJ^_lGa=mH88%)RU%*nPpyEGw;`>d1>^IMiF{ zd=i-l)Fk?og;LB2a^woWF%u=Yj5Cvq&JmO0XdA`*JgG`o(`XC$7(d+x@WuPVnftEo zqTmMht3&rxwusi{^c|v-zIpicAxwE}rP@JCmtnutslf|!Iv&DXwzgs0+^64v{~X0w z+8#|2l$35nuH`x-$#oE5iljK_Cw5{x>C(E$2LPno>m0s2XKtL>fF+wLO4DhTgGOc> z5*}brVfT6~<}#^o;RP^3RyJO|H&0NOP|(?e^jyzIxLV%&pTfZg0Hhe);L{E%pje_b zB$riLk)E0WUm(O`_l1O{=IZNnZGml7`HxlsB{uZ+w9V#VbkFp+w8(-R1hqeb+65@| zT~+@ic(GctL1bQt-jse6lOslii0UBPqDygdeu0Tz#cS`Ipk-)=bwSc-L1Ld!2WH5% z?Dgs!0g7dy{7A7-i%(Ib{fa}7cfRnf)s{`4jnArRTEiU$Yzf1`dFmjILH&927io%m ztGG@`k{bn#wPDH z(8CTdI35(t{*8l+%j_rAX8)JmRVwoE(k$_|rh`MUKem8;V>2<7!>QOvptfNkC^`|6 zv1tevo(sk+^3&2R!Rz~uQaTJ&-Y0{-!w?y51z+f@{k=qWc_FPET^n3zNg+y_;?^8( z7_9h4OEQjmH1=vvgLX>fcjIzG;`xVg~LU0Min*fLLn1ITsuzbh@e;M&UW_Wobs*c3>TjaH^&j_lP z(Go-aNSB5x%T?8tc~}+f1~e#7Xe)rma-bl8o2uwihxigBZUmw4LJU!#mG3lS@91PQ9*u|N7Xv1Mv&eZLF(xCzKO|+F3Dz828!w^r+Is$3 z7fvb2Fycf|}nOci7(g6x=HAaoSYXiy`NRZKKkNQWG@78?eqy$6>d z1wf$9&@h&dK`I_+K5Gy{(vN{bmm-0Qju14M^dy6ST`=5ZjP;o&Ov5P!jxSVL%3)5( zc99$IXz@IP940>kK$^%@Z$$f7`>$6oO^uSp#NIg_O4XFOazx-& z8Q^H+aB$wioOuDQySCm-esb}E@=|>b6d*@XLg85*iv4g^n3+9%A@rCs_HH6vA)DpS#AFu}t zPY8^}U=T2l$f{95XH%8e$-aGEGlay!KM0s-NMp2~DB9tnd+vhz*aeu3IteQB7t}C; zLe0n^16AVSVnVu@w#yMavly2Er(uD0f)=9o)o6L(+jZs*HBp{UX4hU@%5bkit<6sr zWjMfuRn!$N8zvz&=3?+Bnv%iJ<}Kx8o!b_2hoVkp%dhzXyU=+Gbb?q}loBFOX7o+j z$NJTs;6MsC_!CX=T5vfSQuOn*Pjp zjzM?m>-@#DCkCQ>zD#{+$lHG;;nKoAvJDktkq~jy3rJ28xc5{w{L5% z?YQ_HW>|Oo(xn&jbe<%udD&u3TnH<~!}XY#CO|;1VU#t)eB$$)Dp3I9B~Ha@kg-UC z!&Jtm3iyT2J>JK52-y(g^?_HlvfC_+=+ot2 zpWZ7F+Z9_LxIe=_(b)?rtAP|1*Oo==0iKEVnwI(7Sn|}P?DiR!{dKLs&KSQ@e|Q^* z)xGiL_7PT6P`TF;mpvThF_Q$#cfxYtafJ*IKQ7;mcHV(t9~{3c>E%WD0=EEkT|&

jpGrmG_a^+uU>_*Q!TR8y_`K}-~xgWUW0IC zN;cCmwRL2DK&GF=sC_V@JaHx!s~7-~`6jK^J813!4D)aMlg<%B;*f?};O*96PLUW! z9H3x<9@+Cl=Y`8Q_`x)AftEk|DnD-MfZ}m<59)Vo+!z+Ug#GGn(0$qNj~o5hh|{b7 z2#W*9UDZD|@10ezd?zfXX|gPXhv*aP&iP_EK7{@2498G;D~L`lX%E@5AsMihT zwP0AjW~^bbkWpE*?!C=d8cGLYm~VqVob3A33k&0exRAV~7!%ck6UKRx1?qvkKJ}zH zH-%S3oTS=7R#jMsm>6FHvTZ@S`I&#Q0ozgym~)G#YGf5XB#bl7#tKt_LNLSx&TO8OD>^kLHBuV%k3)y zB*F&l#Z5JQk0B7IK%zy^`VoBnc{#!ntmXV0rQqUtq@|hMYi!yLK;*q{YQpJ?nqYL5 zliMF~z$5!5BCdM*#p{}ASfYkkYya6K*EvXVXoD(&Q+HwpKd!$j?Ca@2A&vN z*b7t$J=i!#Au|rl*1BpI)=Bq>&GubpYICmQ#N~=nj~52rof1W$t3~D8d%1tYQBy$i znji8IU?+KWjvYQyX6ZzjP!7Zqn-h%AIElel5pA4}>B<8u6oS7& zI4IM-^Al*vzl9IfpSjI+`=Cs^&KtaNKUZIa-=?>5j(UX1m+N`}Ug7_TFpFILcLVVi zJ2(D+zXxB^?&!S!PMO?qU6Xq7?EDDcO?0k;604_3(4O#3cFxD}NV+9Aw{g!qfy0l? zabH~YdjxckX@$++U%rvo54z**e+S3i(MI+h=F71AyamB_F`2@viXJ?0+WY^yN8>}d z?!oo&8Fq}gTu!Ul3PXsrVB|B1+)sFnpLra7w6!S`s&Y^kOh6tf-&n~dc zOeuPfP7u_E9V9k;1UU+DJ3qNtADvE)bgN%>*WIme&k$e)#aT0Y?d~KO@fluR1dAkkG>ixL&Vq4k zYrC6`jaz@G_}1$L!*0(mz0ia|^r?&7Gc{mtce81bFs-xR252FtP#O_>8r6;Rjk(Gi zR>ZKiM$>Vb23Q$J*lC=%z*XFp(gV@RW=L9|Pkke76>%bU>kC3}6)17++`jt2|E4-!s0{@W1aretf^4 zJ%9M@`NOZFG(D+SHW1$iW6<{I&Nc(|@{e|)&OLtm@W*ez|KVAvuz3do?s%ie8Wyc~ zY4#NCV+T_x zLC~f`@gb=bJg_Fk;8JKVwJZXt-gY&%ko!dY$XS{N>KjJ*$Q?$zVutOFw4|yvJRTM9 zU}145@{m9I;o;N&?L7O2_Z@~!3d^w*-pRm0Z|aU~w)(eU&s;Vr_3o^4??9uH`hhh! z^_EH5q~^&z(Ccg*5BwZe-rp2nSL;?Wt$2Fmha>R(qJv$W$TKaZm>_)Z2q?jc8VGyxqWM2MG}kV5LM1u(pjbMdyo5=!PE7yEidE%6s=hD62JgfXN5(!b3CL^unEE{55+D&v*nUP`7Z} z4t>?>u?O!X z8x)z;C0;l$sk}_q(OVwVt%yCM4Nt@wkn0Dn5EKOKuAd6Fh{u>$Ck=l$&jox~dGT}I7Iaz9oe(o- zcwT>OwZOnRMWC>n%p8W;JdzNO>Z6U^iQNfu$@eGgr(HB0_{G=u%rnPEUi|B%m6`g8X|P zKi`1a1$%2;#raqtA9X1!O+nwb+2b;yAc!DzxTzIH7K8t}ZKvdi#8X?GlcQmHaCF!6 zYxM9C{Q07zJ9Z`ydZn!?1{jb9vRw?Ti2ve&ra0u{s-&7YtHmQJ_w3=xGUbBz{KjZcGS)5x zInfk3s^gJDZwE23V4NonFo!Hwx94FYT|LCX+G>+{PMR`YrR~vfJHgfyHihmxfKGC% zT&#h#TX*Z*CKC+1GDKzE1{MOTEcla==?iU(_!nrShd|+dFq-7}rHKspyU{u_pl*&( zNVg36i3yk}q7js)fbEh9e*>FnCGF@CORm>I{D}!geB*YtvG!)wz^tu3sczR16R_1x z=6_V>OE?!1?xWS!-EDMwh`&sE$RsRovcUX<*eWClI+rX?EIxsV=}|uDklZl9&F9^^ z2s^Y=p#-V(^srY=F! z`Rc0ljuAXN;aw}p3rnAD9iz;BNrVmg)kWeicOj0U-^pnLK9I2y^xiss$*FfQB}LWCxf?6P$F{QqlyS%A4*bg3MXq>y`i{pn<(O~DZm|TM=nv) zFg1y{uo+cfMtX!P236KurQ&S^0F5!0mr{{Orgdc0IXQ1N>blCSK0to}X;EHAtwuHE z6_`u@N^@FQe#3|57)wxIp}@m6Z8E1-NN1-}M_fXsPTVplB^=wBj^{t$gS+stuY*%(R z+1}c@yMDH}euh&ZtV6e5o@Ly#J;j~UDo3$g!;fru+xevw@6V)1!vpilolaXnS7hH; z*;ku?g(!w;*CZ|{8w|lT`;B$>S2+Zp`NLY6Y*zO1{5JF80?%jit6srr5XNmk zdh+)dnPh?uCTRuZXl8^Bobtgn7pfg`qx>T8;cj*TXAe*j9;M<_$C+JGH>3{o&ysmN zLfj5^XmZaC_^_o7;r=v2da&x4R=RhB3-j3e(A~XnU#u!SAxx(n5-GVIPh2T0=Segb zP|`%X@vz`HE=PjAOE9$Bj*)IqMN$e#yVI9ROVbbDStxg!dywXdkX4U;1l}pS#XC_Pw^Dqkc>EUjTHFAO z*^ZsAY)I)p#bapiVWXXx8f52G`FSm~yaS~gzBWU6;UwpIbvWnXYPa#l6qiQ!M_8+n z`Lt2lce~4aaa=&)($#$VwP@hu2w}L+;;V;g}_Jn zEfk6IIRd~i4`EQO?6+l?tEQ49U7_zrYMmhY3u>Oa3aWx?HT^!P@=TIEImkfmY5y_l;X>?u_*!l!sD+UgXgIV8v&TW}D(;Dv7KuoMj8fa@J`JOo-b47w z>yeskuz@UpvV_Bb4B@uu0(Z;IoYd@ZH82GWhowC2O_jv7t}S6vk!?n0{|%NG5doF` zBLFiTk0+J=!+M2##||U|T&pYl7xZhB9cg9XzE}y_D3UzbP}(EeH3H&hKBKnhpxl>= zY<*+m$pi4GY<=Sw@&GSn`y0QI2YBH%T%`F1In@GJ*$=?9HDvnff=yEEpq0rUTZ%4vB?W5Dm}+&Z(Z( zEBW=`EpR3J0VWbPVlW-%*g(7;!QXPgTY`mH<0K|jao6BXcv8{;4}bN-5KeR!tNB*i zwkd@;j|a~0B3CRlRLpo7clWIdslyAX1|rB-am#5@e5nC98+lqRhh{n#Hy9V0s+kPb z;0g-fM~YCmoMg?Ps*T-M$!}AG#S)XY?~d({u_hot@I4&lV=ic-3Y-xOw7XT6Qpv}SRgr2MaWb( zY+x+duEGn{VPtY#yN3hHKFp(F51n-$P}yx^A|aHHDQw7&8>bv%Fn zXJdDJ=jQ&;-%zfL zEKN|1WP=XxZ)wg;B_`0PFZ?;?M}K1Ho4lqIzTr>dzKBV2{j7}U-v(6;i`CRJC?aq( zpQRDDML46MQ>R}jQ=_#TXH}$0L+jFsq9hIDGKm$L`cE)z8?p`z-i*)D11dAl zib0pjz25|Y`%nQSoJP97Q2y1vX4*5yJ`He2EuYPWXM?X?kfs2pTYj#&KqYN&i#G#M za!tg;Vnc*fGsAgRSS`c`a~K2xIOF(Hjb~L>KzDF_$q#_nGF-ILyZo4@jj)`YEuf*s zZEFVU^wD%UKxH9*v;ljI3T~9U&dunY;fPlN0JlrwIm1BC_|EQ`n9 z>0$7RHBVV7B@Et!t6k_=lAU4<2$ERQ->uo3(xzU1Z2Z(06aZYntp14V|{gK>@w&9aB-j#3&J| z4xcdG$N`3?fIL*Amc)Un9p8no>WqSMLYzx}J{FzwxGt|ri;&q!Ye=N2eudvKI`>%z zVPtpDJv0Y8*^IxWmw-_lrA6U}ge{Q4@W!>PG6cb9JT~Zx@<8rLH46;f^|hXZs@6|5ZdVTA`C`g~JV+o`$i4@dHL^N|fx3$PD{CmI zW^s+aR*(*H=~x>;rG+#EKgHvQ0CU_{F>I{hnGqR;Kv5tH4pO+uwJL){h8F4~aZ_ed zW!*U2V?i=Z)e0bPTv7+t;Ri@CS{}?0CT_DRgXCh3&Sr8<+U1RdDN3SdxiTX`kQd`J zp~3<^jbJwqM-?9&S=`I~{6L}r%eBMc}n+7~JN2DL}sAY^u7=|*O zVg&AqB9DSl5f%!fCpsbZXRqrx0MP$OGmQcz<~JB~VTCX+YP|WgZh4)Uy>>iCZ;#vgmO& zd}r8zjOkS!*}K`MFQTK{m(J^= zvA~CbN!FR|#vaQIi6f)pmajww?Qt?)!>p7Bd5$VyTs9a{Z2T+Lo~|-m7ql6az2b(g zPZb{dkx;a_mFQ<4PISb+QQ5b-uX#->`_c$b6a{aUeMMg(vnM_9EF7uNDmWrP#2=)F zI>H|q#<4+%37RhVush?Ah3BxcNK){H>PcR|v1QZuxqy;WuvD64($sNLn$37UDOwE| zsyDmZanW#9qvgUqLV}utrNdz`l%fC#lRJjBXzfeu&0A$dNhbt~d*RhgsqDMfz)Zs@ z&)Gi4g&KB;7w*yt%-kqg5^5ms1S|=dl$R=8ifWYvPQEIRnUuy-G!!+;(8*{ybek48 z5M5g&W>Ol|S!bo>iH)3oU{z~KtaS`naF)A``;!+J^l5xdJKhAFP?!-1a`$Gd)9HX1oQW^%(X!zt3sWo_4$P&+ngpEnZ2y3q)H&bqXzO zQ2ww<_|SB_^IZS~f4aqeSjm?%bmEQPF#4M_EuPeY z*A3lH!Cr+zKuN-mYGou^Q;6qrhsAuGls@AL)u@2#8{d z()oB#3@xc=d31EsLE?B<@WU0r8!jsQ1nn2B=Unf@1)$)VTepCOPKP(ZbdXyPMwAZD zRpEZnF)5^z=QlVDTIl@8haz3?NP>QP<@Y}~8=JW7i)HNdm(9lR&gM=2kLw|O$yzY~ z|0scGn4!-55c$#iL&h?Rw>&00L-_PK7m*ofu^T$h48;40SAhMV2RaWJ9OSOuIvStB zxeb?A=89tlDik{T4y}g8Nw9LnBwo&Egt6dup{ccMN-hd z+*`%#dm$gihWRV++LALJ$$^Gjf3J1fmbAdDupu_ZYtXI48fE1Y)#5Y`_szf;AzAq3 zOzL*U?)5e2-gMEEwOQ6BJvDF*F_#~&)s1oqa8(*3k=?}%|0UT3cSI;S2*e3#v zs>Do61s;~clQ-$uE5}qJHJ_lS!b0uj=41+0X~j}zF%JEihDtsA=02{{-p?v)aW{o6 zH>!sfI3OLOEYIq=Y_X$oTl3ms<^OG>p|ajzU|nPbh%8S!5DnM?^ba^+v(Q|SlyH89 zD#Sfk!3o`3EdzT*1t@4(U*HW)tP;<1!JBvRJ0A<;Yqtd@&i6v`-<`r&X*#&Hbe06& zwN^(15VJzYmknh3xY=FoZmqdbx(cU>mGWjc4 zg_T_zMJhMfs%M4pD9}gzZfXB&S3)`dii+fD7@Wi9-nvX&V=e0N2r3nT6{|kH?i|>r zivoa)$p{7qNHtTJod;+Yu0J@zHMK6u=cjLs3^U305Tl&oPWtgAXj;|{Sy$dDYG#w} z-DfyIbaxzyNE~7ImN`U1+C58UkEm&<&#SVV3K(JV`KR0@waHRF&qhCwq@FzuC*XMV zG=5__$vDc#@|<~*&C@;?XDykLgV$vguyC6$mIz(cjL0tSSw~VM>nrC`AF}s!Y-jLD z1d+)`onUZ(-PyUbxn8i_fXNTcsp)?-utNMuqsP*&Qp9enmjT%ga%H{k?&NyY7Hm@Z z5Dwi11t{SHoU11|geL}~BBye2mh|}S@uP2_KQqxUMP)LH-tOwijA4k$cMvQ%kwd5* zg3}VcLKOm*Qg4N zWG{ZI6%uB52Rp%~kj3#{T-9dbYJsqw@CtI?^cY>~F)LAtY)1 z`HsB2yWfDPR@#j8Nl)w04eu9}5vL_H-(gca+1f`>uD?dw-}XLW*+Hl1FWTuT+7wl| zz8u)eosAG{c3q`qB?gjQ66)D48Ik7jZmL#Qu&kFtz8?hV2@}#$E>sa%os%5WST(LD5(;Ec;zxoUPtgG{}FyCpOMY#dthykLOra*;w5cKZX~6?&1mU2 z8Gvpip#QNG$Nny05RcLHbBW3aMoo*rswI(o@qR?zH=NvH)Gm@2%u1=hegDIEU*CWF z?ZZS;xqvyNlK*LhrJ3dFhJUJ@Fbx94af6jWw{@&DH2KWPex$Bj|L3>QzkB%10iev_ z1|CZ~-yxS16L<_xHYj13R>1rUSWRk3_8yhhaphTt^KELeJiCcR?nt$WEK%7aUh`Cq z%3*AIjw_qP!X^fYupZ=Hb07JPwki2`_|G1H-r={q`|Eeffs8p4V3A~j+4FQ4s;99o zQ=bdqR^cEcw~^^YN|{ifq3LIk0m{tqYCM-vPIG#Uc`#YKF!^CI6yG`{s%Hnpggn0g z^#1d2zyB^?FG*%ueozl;cPv%3v3^I=r3E5a00%^Q50)RTl!GX@HY%%c$q+aaBI)+3agW8_&nY0=7|J)50~Yo30MpyGil zsL$lB!0<*8ZB~`nK*nXf`ntG6|KR)YoHIvh$m^{bro!Xd#sg2-b3|GC2F}K9|g317xTH_|F!|v%}ue*;WSYmG(S&?7q z&_{sc8l!- zftC7ne7abKH81WRf&uBI`*BADQSXT29M3$tz(3u0Mm9Tk7?41##CH)Wv;0IEALg z#c@N@aB>e?;VE+6{9#?ZaG;&!4nR(QSsc~3sCY=Eh*%4*2R@T24SqA|)y4UPg6|F< zn>%+&;zm<5&jid}j1aR#Jw~&O+U}r`9j?Zmtkj;BBPEzDSuo{bRGoB2(d5aD<829^ma~q=x98Bkkk9C_bIXNT$;H=Ha8q51)3P{qVPEkMBQt*pWE( zPMq;NXN|$dZqYeO&#BPx02)DKs@OJQpBps%6cRaZkUb5xCZGK)*Bb5 zGo@u0&2Z?*1cB}%IS8L5)6v{!Vx|#q^612-7hD$-*-d6D$%rfjl;c&w>y=D6G^w_U zcdGv&{u$yPxyTZm8zOF$Y=u$t_* z#e{IooTf0ZsR>ZLx3D#O#Y~+Sr{YMWnyYRm)?G3cRji*s(zlvN7KJyaGOEN6((-<)qhf818S-gchxnQUqy1?2rK3;!? zgPlI^To9vt7q{H<)eF76Eeg3qhho7;g87QYBG@6o;|=p+(CGuO1VZ?``0DV86#B0o zU$mId1<`8f*g=?5ewAkq(iX%2M2}uKp5x1S0@sVL2iQ}iDY4AKTec-BOhYUy&t!Ne zyIw)!K%fPI$o+6MBIgwEO(bol+WyPtGXiKD! z0+y?(FOqFAB3rH<$ce?C)=A$#j?UEOi1-VT(;8}LrICY*K$7<~VGI|Qrxx#86r(EI z2OspN+!Q0T37w-f+h()2R{4L(;pDhPN6NnVA&eX0sC!x!-zf4r#))7<1lDJ#i2Llf z;Cl?XIga9fcv9*|IGbWs2PWOcPFB7Kfsy_896v2~aWxRMEhy5G#@T_hAR~nl_t6Yu z1@H27mg7?Jb;GSxhHk6tkZrAIyocc1>`FR$qH+-1D7~`k6(}_ehX7NxtWJ=YlDP$c zF~VG;6+8^vQD^SqL$1JLTBy`uRr`n>k(TsZxhei(FaSP`;{SCazw-LnCA+3ySGoUJ zW2d>Zne+eJ+uOeJ|5_5u*DKEWe}v}`E&Si5qOGTd+T zf~l_5%>;=79`nvOXg^5UG5F~$``1sG+5i3Yej|GZf!NR9$O3JzQHfV2yB;$i9y-l# zBNqy8#No-%IYTVE7u1}@V9=)t0a6(0HoCAOqhqFB9!!odkkJG3%;`X4lT-WYE8G^i z5w6rh5NQ`Wk(_cnr!n`)qUV_z8y9fbAf?4G<1)Tb^oxc#Q_*58;Za<=&ssd4rXJug z-{u0Xf#R34Rv)&s6&#u4_JwLqFMh|`c<5r;&-TyShX<|8dp?5t@~0Lb-GcTYaPYYO ztR~&dC0uaB!41ER?1z7dmC>t^8UIq1SM8SvUwt*GebK0W`Q=LiF}m?!g!KM|dO)2; zy@~NiIyil!Ee9;HO&DQ_n#mWJXwDfG7_u3~$r2!I1YRT_zFS$h)t>yj+W7Lz>S%4? zdaf7M#*hhC0x7ZhsukN}0?;pk050*}_5h=OiNW6MV&F(4|LUN{fAH-k8l4@i&;~UJ z|IvCWCUW1zKEM5h+N?-+fp=kh@If1@=&}y~u*boxn8ZkaTAY?aPDOSL7S~ zs4>-zi+$nUOExO^y48ZtkwD8z!VM#&5tAzc6LJbXLhgHKfb`z07CgZV33sl9b9ShJ zp;vYG-UT-#{Jq(vWy{o_f>21Aww)T3hxoQ*f{TJ_Qya^U@0=P;??V{DZ zFlZCd!%qIaS^lR)GXzB_j};5iqGuQzqW8|1BpF zbpZD<0DagzfgL`EBR*=IijYQI; z+C6@Q+2~F5(hEWs&{D*Ko82$#l4~Qdj%z~pg_o_jk=VKSzV#MDXW*p&8uH>t?^|g zJ+$VQALz~{VJ>zZP&{)Q019Oqb386Gpi4vi=U! zt)#}ytclAsDxva1A=ezp)W$mDSc5v&zyb^FrRDtaKGtwS0fakZU za_q}0ddn#m`xJDyaC!z|1P^N5*fTuV+3G|npKOd;t-}p&+YF5F&!ptWh*9psmxmi@ z9QXX7Fuv6En`tj=ha2_{q>wq+dpTy<35yFK@U^gvu%hPC;X&jS$EMPztBfxs^dYO4B3aFRzbj`k4~do(NGHkaA_@^Wk?OxFo0E%Lnj3%gxqpA+scD{ zE4T_>T3Oc$`Cj!Ntz6Ig5QJn+V^#u-i1ipmSukdB@1}RaI_nsYaYOSMxqYFW8d13t z!)QSae%FFjlv<;E&|F)Tlbf}J)$jPLEo=4xa#iEmJxE?IeSt19IcBNBL1%A5gYsKe zd5sSbasWNm_TRLjj0w`fzOAm-20(B4O=2UB(EmchO#({zE`MSTos+7R(!;I#oo4Kb zYk|;G%grjA@X{fPgek9Bu;uKs2uQA<2`om)q-7zWAW6dD@ouIX_(jI|x;}j|YN5jZ z!98F~$|$pC3kw$- zkf}oh@XHIN`GY&zA#bRN(;MmSXW1J+b-L>SYxQvLXpMh+^+WmFUF*s7BjtbYb6Ri6 z6rw~Jr>dLveG$)a=zd7o?5bLibf19os+}NlbF~W{w$-X0${)=sY}c5}SlL6n+QkZ7 zKg2&OHba2}cD_yx#>pa7z+EAupeRII0_4=F9<3C0hVd92K*ezMk zFiKlqv16{fW$!avW2u&$tJzZI;1ERdexic*S zS}hw6-zxnKjh-g*MP0knPE5ot~Y{=;#?25D)nREZq zI;`Cj^#w~T)w?=3$lOP`A29wPgA$WkQS*R>t|r@GF9>EA)G7|c;i_N3?iha{jy#O4 z6vN)i55}*oC|Q?V32=lwK{g=SfBvJcS=3vHbzH>Iqf7FUzIjsDt13GGx7`x@Xx}Y` zKqQhRPg?lFC1%B3S zZNl(_YmZRS?rsu`PaT!!ND=7{3`d^3?{$xRkMFz5d>@p<0iDb@?$jRRLGfT%jB`?l z^R*86eafy$8CZD-xUYHoG+SM>^$C!os@vZt{PA^Msx7#HwLonS z6L0Di=_`F7pb}KDDGv@zy^4f4`0@*&GZNkSm5QJsLH;&CTPC?tk;T3SL{D1U`WmKQ zZM8aDCzMa(mF`Dgz+wyU*H27bL`!TC&@)n3cUmS#e{@VxyZ0kG_s4{Ff5bTb0;?LL zUz@*#y9X6VMZ2sx+NtiQg}tBUSCFrtgeL~{@XmIgUlD#J1_g(YAtg9tEa*pY?lYe@2-&re*XFI*5>B+R{s2VcYE_M z+2-$o>W_7 zp|66vxKH;>Y%b-LhB+&9rw`g9b_m)@Sgq}aj>*8&RZ(^yJRHov`YL-_Lr*v$U8oa* zB03`D*^&dmLEvn-N&h1_;YEc7`v8D}Fl_?zZ``s<5R%j8(!mA`V+4zyTakE{XdP{9 z_C`Y<^%Y(8U&6r~8!bt0GKDQi@E~ZYi;)Sdr+p^K3qc0bbdZr93jSHVt@;A@yJXDV zKf#p=h~2`?k)bZe2h~hyHVsMNIc)o7ujI5_J1jhlbHE704wwk@rL5r6QUrZqUsuDG z_(>9~5E{k2jY?3DY~PCe=%8GgjJ4tT4H5}$X3&TebD+USZ)CUeC;WzXh+#WR4{bY+ zvBPv_cQ|T0N}FYg8;TRLFHzX4$xH`dM_wWh^<=Mbb}VV{(`Hyu2L`f)COrhMA;W^(U#QTT zDdqi8Tr~$`2HN{>66$k4TH_KW3gM^;H5vR3Ru{7H#>^s`x{4-tob83jHSq2+1Y;MB zfkg)bG$aZk+)-Fsp0ERLEQQlBavsmalCg3N?s8Mp1dZ18L|7`}#L3M1Y)TGJ;>PlM zB9q2onAM(f&}RIz-i7#9vxu0)r7fiNpVx;w6d?foBz?fL8v4NHnHVRV^CO&rSS=BA zP++EtOdCTK3;<3V%x8*r5-r9H%&v%}Q1h9nhO6JjYPolyjd$@GGH&Vv77mVNXm72g-lria|Wrofk$OV zGi4m`+(qG|3mJL}YwN7U(xNsilCq9L-8w04dixKHULe@jWbmMt{UiyIO~vS9RXUW# z`K7MC$fUvv6s#9+A{q+es$cS6`lTU{m#2nqO*o@tr~#!~hKJX9OV&Cx0^fN~LK_=B z<~fagX{7eF4y~S1!HWwnnUvQKoLgP^DdL&+lnN`ZNb4)(;oQ1SPtPwcBa8O>b~QK zpPV8ZOrz{ zvX@jGt(zIJSipm}1<<5mbe9VYB!kPVUM%1R95akCOxQ6297$%n^xbjys>LbCW;RS5 zB(Bo_3R`CGYs=dqMx!nFjCfQhH#EYVxxdQh`@GHR@I4Vp{)mRlLxSid-ciXDzH~Cn z@rPgl;u06~s-HcPeubunL&d<~scJ}82g0GWNzW!=R2ktr3flkj1{G}cFQsV4Y)R`uJ^sVno1&2E5UOFJijFO9?Ny zvaaK<16)vyFL<&pkMLw2ZryEZhdm$IBCFnZeua>Ip?TcFDNeHA!~N0UL56;RmNNS= z=WxmRCC)c4?7F!4*Qh%-`HP<#L87lbSV`rUHxMGSgceIDymF$1@&XCz(KvPziWACx zwc8;?spdltp~JP03aL1)m0d^qD?MSaS(HbhP$!HVhn*6Z);JSA$S88H{WYAP<%rwC_G_) z1$}}&cG6Nzf1l@oUCc_g1o;k+SD-#3`QseP-8d9@z@7*eqfQE}!WFgoudCX$WNbOE^JmOU;TbH7oUO z<%iL$5i)^=$S;uyf{K+{%(~8sU^VQ`RtkM1U*oxpwotwV1ov^hv~6=7DUjFPxdaYI zOihGz0tL{_ur|T+BoMX(&-`qy?kk21S=8o~i3e4qAOv8D)v2Wd%6o=lQ-%{73L3_* zh=(W)+}Ot3PRzN8>Q-L)U;c&ciRN}Zv5>G#Q*;o;v!JVYX%@Mc2GK;ZKO^E4Vp|QR zz2s6#6aSJFnMsW=x=7*bQjn%+D1m&Ulvrumqne&lbrrGb$T12e$;!USNEluv3elEw zBcf|kS0C+O8q^2H&FSfvWmQoAbz4O}46QPb0Li(+#m0tf$@YMJTX@}G;g1!a<74ct zKuC=I2w{y}QM8C99Gb2`H0l$1k5mMbju6j<$t-aP_J!D|Qq$71_S*`9vj#n2H-2wV zRu0-LX<<9t#Uy3%pI45MRpXGeRL}4x{OTI)xMxafvNgtopd-olBphN_%B805#NbA}zZrovh;r3_O zS;!4=x1>#XhnEVwCe-Rh^1{JH3yZ=f%!X?%c7d7aIJ+!qi5b8x8?9?kFU$gU^fIlg zs?*LqiL`yXi?#wwvGQ<(Mv4Knv z+%Sp*LpffxOWxRHG$Cx9$TdPQJm85pj!KPA=Ky#9S4zwhC~?fHRdr`!`2fWjeVwRqRJ{4X*$NzJKawk91>g zx=cJGe>{gUNodR>yxb$=k(ohU!8EQDC&D05l|AE$>IzLu*~gWLnn{%puFm8oS5TV* z<4ev{c;b>P_=B8XT~YR=uvC3>MGHuTA*c)w;|4aazoax1hIAd6uLbi;UcrkF1|SlP zrtux1a4k(|(}4Sp117Js8OZ?LVOKYa?jnb?1Mf7&v7Vd)RIAuY(M*p{)IkE?vvxMl z`w}4`Y~X4@3%Qobjx&|vZHwB$7I`)}J!U#S+WIBw1#XiH=fKgXN?NWke~UDHX-J7m3tacC8sr<+2MlEDRW0fby%A zq5{+*SHKN?^z2mYxTbU$ zEG)X2GNNlC;K&AK9&Xs}I%5l?d@gj?7@;a}6HrWmmxGpRnuTx~XLdaxy3DSy@>o_H zB!?V~PT;}JpGK$h7n6A|GqMl+j-XhXPp ztv~5R780~2HiZOA=w)i9(9kZXhn1CUU)B=YfId+haBseGT{}zarOEt&lK$LH^5+RKA=^15Uz`}Fc8W~l6+z~UNv(A5VCbhw$chT zf5~|c@$E!aN97q?=Ly}M9^i~~GVY<=%D0i@I}dPzaT2_jbFTMJ^rAo9!&JaBh=0 zH=#Fw`HVl%#iRU>*d@YsnP(sIC3(3!HI~N4-1r~d_1oCl$;baRcDHWgf0jn{H7fiJ z;l6?^IB3T2h_1VzHMVysXjVeTa>y7K#52(t_OrIF3GOf6Y(~=Q=Eom}kVZ-cBa`1h z-O%d~VbdH{!ZMzpC^z)_9VgDhRJozor$v<;dVO$ueSo=APL=XEH}Y^UCI29*+|cXO zqRI`uK(CK(u9Q=y{LLJBSU$e;H-CsS{AcQP4!z3JP)@J%H|4F}yjj9FaV>h4W4N4N zEFqF0#a;lWSxsiu?N`4GfxuMsm zMU`JquaBGS%E$M)y;)QqmeXs!{MB!$4gYDI{!IyXL&^_t`}l(hb~7#WOX|WR9N?^<7BrJ+q%GGP$4f~}n&1;cmi`0v9Xe?E4FZ9>E>&EV$m5;Bv>&j$V^Uf0W zBo2=UidnW4oZC@}E|N85=!-#^7hmZ@DUe9Jh{y9BOZ!dScd))55-L^!G#eC;uhuukwaiqu`y43Oc59}P^1rD zTZ&z`jhKb5-A06h#oNdW(-AV&-KyIAXuJh55{r0uk|F+{9cC z&aq!quQ6}4n|2(tU%We*+jFjo2>5F@5i{R)n}~Stx=ln3v~UwSDn#|>Zaq^JMjRBe z<1#!L(I9SNJ`d(#k196inLSe2V-AY+@@osQ>$VZ|(6!r$nCRMVL|k<3HloSAcpG^^ zx9kv2WQ<6ILF?AL4}X20t;5pmyjn~0e2 zx=lp9ciko;DY$SGIaY}3HRo*#bJZe3dW)!RDV-HrbL1A9j~6~_4JM3yqNRo2B&RQs z&{3u2$A@_JdyVNg?Prcn;5Y3zBFyL3Pr_&)dT<{by^_Ixh*_01_@S})hj87;MzYTU zsR@&$T=xM+_fZpU&d{&->H{F`51Cd;ryn)RJ_8J=b1Y%B>y7TyAy_ilIe3`!>Ut)K6FrQ}2%xk{wz4=x1`r+fuM-`9|Qk=V0wKFLy9o` zxpBh^WU}R*T+4ioB8#*&#zC2{}!EJ zpU{wQ=GSL9zdlv|n=`*Y)gj%?ug_zCeHQ%Z=9m0UV#VgC94n6_jN@XL3Wkj%39sKs z6iayhMxtoKB^sHDLycnjmcm5bXPl{JsYViXM&W_WH4>xq+Kt5Mylx{gPU4|mdpOr` zBpS{VjpVswiK@BD7O_<`qR(=ehzGHFBe|&4xceot_$0K90J&lWGZjA~vN z?kHS%e#mtmXHmr^`i|M98O0f2fwPo#no+8QB^t?(AnJaJlsO5rM1U-Zy*NgHUaWi` z<|xE|Zft+PUL>!Y^U@>b>Loc9=j9T}*Nf)j++;5KdW&*&zFx$Q%Op6A=ojZmyn-9^ zokxtcOg_7a2jX;mOLiU&VVTY&MoJR-&37isk31T}+?1Q?{Ebt!CAsUC>pU95G9!VGqMz93dqbV7IvD~nuigWYh4M z)gocgSRxT@Bn#$}Cf8dui<|TE=j5tI^KULOa@FFQvqXZ7i079fK*X(cm%1E~5u*jV z=^hLJ{z7(N=?%Is#-r}g=X7?=zwSHr&D?xJ&SsAUj~~tVW!u&p^u;)uMb_+-8}!MP zEaI$LWX(SLv!l;X!&%fU^5oBjzF&!~S%iMh==nO+ZG?V= z==+oq`bnT~7NH->lfq5gENp)wRm55T=M357=LUPweX0JIBhBN=m+?<-u$RN0$IL9Q zW}p1Yv9}bi{^Z#EmALv-VefNCdP?|`e%277-9u9n4~2hxA>E!=#eo>R2h@VJ`& z;*sWG`6qwIFCPwje@1-%me~9J@%j5=?{mZFAC0|F8=oH^_C6(iehS!|#pg%z#H<9s zp*W?jyz2MQI;Y*~D>(UW?QCxE?QY+>yL)GEQ@j{gUJXV)yjeLKpPmi-mvST4%2{_X znc`_f+%Z?qPToxiN8Mqk|E51W=LFX1Sw-i#JDm25sJil`^Z5IJ zK72Y`cU|vs%{kVsJp1+^-#z@gllVIN{t68wIpAigv^a3S?&7fdDus&V%C}!Xdg#aQ z%R0P9X0|NT!GWrUc#K_@JwCj{X)$8rI^Lz#1F>FQ>B$cdpZ;&>**6dG2cr3Ye9z@L zjXU+leFG((#+7CvEdeygS)q@`spsox*hQWhQ?{Q4tQ-q@w)b@xhwX|g31|6n6myod zAaV=hrNW}MNAg@ap0DtH|}&6(2`E$O0$p_k1kI~59AW! z%h%Buo%u}W0rSHu$3h;sP`8k}MWWSLQ8)KIYzdQjqF%{lj(}O_!;%UiiYel;0wjpLEr7M8+qhN%u*DQ!G1Rde;pcLspZdR^BLj09ViwtRMA-D}WieV4ihBVUMq9!t zh5YHeT7V`=zkcTtLRd@sO{x`uTRg}a4)u^O!=b)XW0Czw2nF`cump$tp)J9ozD}dK zQX(_`Lik}hG~(99H!p$eA$Yr(kO}!cmjzUpa7`h%dLg<1eUg3yANVFp`c0}8fLlDs z8Ey^T6ce^+s}Nywk&R3U+4qdG1h@L3Edige(eNBp;EKBmsDkspz|asM@ODRLhZ#lB&t(v?@y5Dfog^Y{%Q{K zN>}Ktgi?hZ61wu;m*eCra7#K)sujRnOuQKacu<#N5nsttCFSR6jzv6lVFOZ*ju{Aj z?Il5fADzEaEF! z7OpE;#6uT$4dv*VVG&=unA$~}bV!TVyjoKY`P7;sMZ=(s2Q}B^@W#3g9gs3=zV;F<66zFNv=ij{(S&5L#mI|mg(R9GHDn2;idZD-%1ecEoWvc6JdUA_l8)nQ zMer7nGEac0o5d**Dp^{?`79Ek3)}H>bj(2L*Xktz^mQyl*cAYJS-%K?R~i4p4j85t z&#PG$)LMM^q66RkN{a7Z{Na04H=q!%42p*`<8=a_=l)=u{G&ngqY5DX5ts>f{RocV zi7G)QkNW-%xgh9wQGXwp(}IE!_2Fp^uJu!LISvl1N@#b9wh}4nH-_|f?{a~TeEWfFS9aw2!uPm9 zN51_)u`4_BJmGs>pd;VDr`7`8=Z;%_k0l)y*)^`{r>KgDvG@SIsEWs5@hN0c6;IpZ zbE%>#p6`lJDvGKERjS0{q_C35K#31PVI_})#^Okb4muY{LnNISM?_enO3e60V+xCC ziD9>}l1D^|sjsk-XNMBwPhlm`5GCe-qDr$HM9g&AgRPuR`p1LIjtj&P0kZOT(mgxt zPdd}Vc|Sy9*dlH-(j9PwsDXdvj~cJ=6D%-R;fYzhs-&>~E=R7t{0Z1l=!H>GLVPva)i2l!3tO$K%P{ z?xdF~wKM$8&QJQ;(WKvl0O@6q!64c6;_PfV05jaW^&BrBbuT7}@yY_TWP@pT_%3@e z7>&Bw*WEXR=|=YL`81pK&xYN1S$EXSrh^xwes6vHwtIGK&_ngX`8#ws9FE`q|LuMI zbK6Lg=Kb7%1y&O`q$EGxx+hlQpap~(H%>y** zy|T5jZK|cdUtC|T^QFE&OIBy|S!!EYoh4!1|IW1c%W839zt0y~6E^(pyNetv@z{HI zz%So@m*rCf+4jf9GTVJ5vLD9({aHSFFY7nQ;w@4AGU$6OBY;a6fXg!B4Dc$&sIp{v z>tXw!E|c@s0U^L3Cic>nrcYWt`qz5bkw#8h!fKqK4g)HmCgpNa17w=o|cD=`s zy>`nS9c*=YUeFuhqZjXXyw)3COpNm|88{f#+LfVv%9jhwyzO^(y*)2dR~P4hIlo@D zv(>uet(KFHcV&RU;S-17cf1ck9=<#PD9%@HrvM9mNaoi$T1FEGr}?^#3a{G!?yk4* zU7@EB(mM+9u(ck+3CjdPam1cOOsI!Om#Fr7~`X_?h`cOOXu9BgIElYBn6 zbN*G{@Cj?9Ydsi92(7RQ`LNxZ=hHRTrL~-$o~>KXaL$wUa(08so}9dD&$y1i>`H^b zNNdT(Y2J>)-FNbAR()20hJ8s#M8lJo!Ma(#YP~y=G302&7PM>_$5M}LEpyJV+WAQc^xgAr zWP&%GV9^8GtT&3~uXMw%WGfY2!4^h9|JCli6?S;C^cEm7S#B_%wd|kU8;5iQgy66u z85YUs(!1$+pjL_+Zh2?^0M2eXSQ(O*Bw)F=H@d7cLn4VZj4y0=%d!#rt>YWeL(j~j zPEX8y(9B9u=ri~7BaHuM_gC&H>6V+u`>bgCrQI7uHSn+DSM3{P_Sn1a zcsCV<;kHKm?SSBs&ICNTXN6?R(m)%*tj%)zmJC`nAjnT{u|N*ZS)JVAfgv1~UfE8K zn!ajxYhws@m6ADgDX>~WxrzIBI;7qEo|3fL#kvi2c&va`v?G@XTM}v#)%sz7oZ^yY z+JrU8p3HB_4PTky(oV3LUUj1zZ&<53QnN$DchW;Q?06yh(u<4vt;eJ6-UPf%Sn1*; zL=lhT#&nt2x2udvs8W4chExePsV-y*(&|9zcB+kXJ1hYgrBejcU7#$%NDSquFje!7 zxcc>gC0VNibt_gHU>InTFg@BtJ|S=}aO#w`q^h!)g*9N!9QC=yHT=F%W;{z4nrUsh zcpXJ9LX`MbjowXuIWhEZ?BKoSqP1s&$pq$1 z2F42c#q~KvyLD~^v_RLD@E87Niz-Y#nh zP6&iSp-s=gfg^}M6oN~gC7(`b6AGxSPO-NsiD7F)O)0q86s&ErTv;xrk{O5p9sVfL zLHk*)m(ZK7Xt`2RmU8+sPqOy2gV!%!ygh6c%Jwe{kiYI(K8Jm#J5Sc@*(5*w{>AgR zuU|ZScKrH)(tpt(6{of~so2B5fj(9vsl3yi8ipZisYsH67wxhGndI(Ke5-H^ktY-cL_29wtr;a5EGQZvDN;ZmTx-^4c~TdYLc7)@qkvei>xgj-9?LZ61I4;I=R^ditrmS zC%hz2ifmLZRI%K(guQV&ixQ$&w4f0$fHwwD1ncMdMOy|fx)zX~hz#YveX&@B&_}vy z1PKhttteD3H0k9r6@VNp4|`sW0#@%YcY$CfhpQkl3JV{YU14V`)T!f%5^G4!b4>c# z!F0X_9YKBfWS0vqubhA4__rLAgA+tv6I`gA_NT+DAT z7U$6Q4P5Tsi|?_%N!Rzo$TffcvPf5lS zQ)pivYEP@fACBH0bzeR?dUO1yx{)WdOWBj3mnW?&?6zeo(AX`B23e@}?pImt4BcF; zprr#~VPCED$&ECkR5bAZ{AX__?Ko;zQO%&95-Dcvq28&8TyA5tbk7ei7R&Q?JGq&y zI)Msg{7!zsK2IKv_J?~?`JJvgtv;ZQpq{I%Ye+-*0$Un%XlilO*_>K6>5t!m!9@%o zZLK)V=J}WqMuF-Z@|dx^r$zWBZ-=afcaHvO@ynzc!ZvBZ<#Lv?Ke!FpBGBjg0uvLH zQWrwq#p-ea_Nc#gFxYT%_3or4Fq@ps<{2z*V3$6gq3+p2u4Ei@h4A#zuvG8ZlFXU}pndbl ztKEZiwjNKo6z$#r8B+N6Wk8~DNvGWWKVl`%x+wjsM{w`r0DCCN2H_0E< zhHfbA&mKQEMuS-=sR|+5wG8E#j+i$}*+$=STt}1jHLO)KX`(7ER|HgTEVL^s=OaQ0 zzUoXx06R&&pB0^n&AJ!5!S4Rd$P>-oSAn{Oa6#PGEtsRh=LgsaZRxqQy2d7I=YRZA zgTt<~RXbvmDkmv5cVTlXaGdM81;*N$45B0dQgq@JWtZBC5W=cTIn)49d@X}Fs9ytJ zi7j8Xj4~LV!^Se|J1*mk0%=QGT;4Vf#+~bxO!BIj1Dsx~eE9*G`KnfRnS316T4na= zN&5-}4KQlJ2en2PWD%%PL2R~ki1ZNpfpd_X3}C)?(PcdX41 zR;~dO6L1@sF7I^bx09r7l0o`ArAT!s>7)} zaXT+TRXeRJKVdtvx1U3DwDM8gT_4*p*Cpw6Cx-oZChW;}53F?700gJfoWRa0P*QBG z%@ApT&zf}YhxMTHV#DgSPhFe=Ot}A10iXwjMVK+M(tpuQ?HzWj#4Zyn1c7} z=WbA=I5G-SexYO_$lkwv2|f1y{MZWyg_M4N(h^w&8X;u9);pJ9J4I2<(C_hm#fd%V zTtjXwQr{oJ%He_&=^p}qS0p?cH1&kVM|#6*bF*Te)of0Lr*^J7Y}2d;`?*uB`Gfbj z>-lR&bnL-$3)I<4Bub}GtYu| z`{tSNpc`$YO^xic5mZGjHd0bqi};ewp%t6xkXH)Qz z9Yn`G`1$G)M)2!N@e|5wIhte0*SCe-s7eAD#r*o*S~p0U_-7OdS^!GR07odB4*08z zvF*MtFkfAERym!mVq;<*u84dFkE+6(RU5D#h7OQrUtR8!oV(m})wzXefvz1f&GaF{ z0N)A>jgExMq9lnP0z9E`Eh48pS7HyzKnXqEFa`J6vqQ(2OWYw;pp(p~`x5CWW7r;4 z7%_uEE$s(tLa{w6wP{w7ea_)Jiyd^tUSKCxZFQvrvD5<)8YfZhZ<7*RSUW^@8!=Kq$MRt-82*B@a)U2wZo)7}I zFZeGD{3EFDQZ`ElYqd@g{8od#p44-8ab4QPgnE*W(6n4Em;g_fgMOx!h`PEu&@1#2 z_xFFCEudCY7xZB6@Gcf~|L3p)gQl~TGg;2yPLk~62xyQo24Y~2&5&jICz!(yxFK{r zB?PpHSdQhD;Qr=o7PFuxpnt!1YdbE+PE4;MlHD`qek)*Zt8Ycei66)RwsDt;5zFVpD;+7*J?*YS{C7_{$i= zJ{zOVBUlwXttqI>m@!eS)+5BPmPT_c7PTJrWC85&-A>C`O2*37U~wVGLw#!|tBk8f z(lu7HgfiI-mV_#iLW>`{@5jXyOtIoON{9@H2+&)aRmU1kgdQcRs7-&uL3Vw9xoX>C zf?-}J@E*al@wnaU;J-($-Q5EiJ7LUh(oz_ME zkpZch82Va|{7!2PTjpXpUS7|0boQgTRX)yOc2f(l$f$p^K?LfE0X?}TS(o?_3Xa+a z=m=b}2d!UA4-A79S8fzknpB)5rKuV(8hjt{)SNFq58qP>&p!SS=U;N=; z4zE|sLxj*`Nk4d(x9})jL=1t|kS@E9{MM;V6SB zVJEKEd$Spc>xSUIMO)`$o+w;>qT)h75ogR2vA5S35>N}BY%*W05PU3AIG=7lNVqTu z@F#7ft1Q%;GO8FF@xLXLMT*d1m>k}~^dJGo3}Ie??0dn#9(XTc(-(&v^m0hnkOinw zaDH&lFK6jBCr#DuCNgf&>*@J&liG;C+`^}ga~95m?1Ki&L_5K zxE{HIb+r`v7yS+qQE;c0W98L`K-BH9}5{cX#X)Gbmm&w`-UN8zqqo5xR{BRHrQT*SJUcNjk%Y~62`y)Jm zd;I3@@elPEe!zE(;~4++^5yaC%KJWEX)K6{=n@i)uuGU$pfVYQ3iL!`fV^{|zH9SQGK1zbCHka*yKI(HiOjb0H zi>5F2SJ#MvfvW_%>%r-#mKqXR!U|UTY~Ge3o4)0{%w3t)lb(V1CDX9gJ42 zZ3|K}K63>r%(M$)@Zut8Fw-0XONg_bGyYU7cnDuuE^v5(ZUK^)6$p~0$x2Q^T-Mc) zeg?REfA*v=d}?R-QldBXwwKoW1b_jOu-qcJBgb(NbnyYbS(TDvc3Ye1N{hRPdL*#W zr{pODtIgb?2yk*^Z3fTvcTLMsm(k7m`eFth^SmrAt?c*rvRZ}I_OKu0o!3f=-#z(# zRs4=N>%s+A495_Ta3HaR`Q>UhhczDe8+F-i3eF%uHd|Txc#$3A=%&|NtrwU4g|CR; z0=F<;pDU<>g3)I3h4AKLJ7lrJMHEezJRr zVBlBnsDm^yTHt2Z@d!Xz@f1DK!2Z>4ce1ZzR)FmXUGrLcJqJexX+x#Y1&oaL&j=J^ zIgrCPcvYfz>vXkPkB*?yWdCMn!QqT~B{Bwg`Qluk>D56Dc0;Aoi^)(U9$DnD4CI`~&u4JmrHh*}VmNbvZwZ?t*{n{YZ7S?@ z7W=(nHwcIO@Foe6l=K@huCijVTObZaK$oN#@ECEVZ1w}J8r~%iwv@EwUDsV6OVKuK zrIm75h+NnmX$?E7*V zC&{H5Rtmoc28F$3wg>S8Zx!%7;DxuQfiB2Y*@o_T2eoALdM!f<1d$5=zSBr;kCWjb z2Fs9*G4`+W##%9L6}0G-L7A}DjYVn^c(%hmj2}CD>33_@%;uUePE~aR1u-ol!jKaW zx<&0;RYN3C6C5Ai=+Z(29IS*$Q)g29wCHSeDUvz-OXFgISQZ#HFG*D}x=QmpaIgue zHtW?Gvr?^Tp+M_okI#TOLm%2YiTugALTzy|xfq?+ix-P~)DmYGpy3=WI2`7R;CB)G??6DI5S>IlvGOx*1T?2q7nM zY*d7WcirNRIwT5_#EGaEqrT-vRl(enCv*WG*j%Rdu7UwDA}kHVS7gD6mSerX`7pOiiROFkjl$qU!SK-AcP3?J}FDM zA6mJ?tgtHx99&;!JaF@wQu%(%%vlBKN2=$l3M39w7J^nO=Zhg}8~7F{a#fQ2gZGvu zAF*RmeM2OLwXa!g7X;hF>?ZDemcwam>s6CI^#`jXs9{QM`cr^2xkh_1PEjJgh4D^w z#JJbRNu5$<@Kh1e@EWJviriBLxQLG>ovdLt%l`H0TQCVM(i)M(z}b|mnk=!S#vr^5 z=@$YCgkfb8HW9G{Sc~D}F9`*sk275^s{xN;QcJKB$rwWB#pH}TKuMh?O>7b&K+=k? zV4;nciV~`cyA2W%$;8d~9$w?71B9tYhkXJAxqAij%CkCx0g5w55&k5zWW z8~uV8C1lH&pnnN$NrWiDY9pkJ&PW;PZ|Ch)Qfgu<&fp|17ittcv1gH5wiTY(s10Zl_y0W65pogB} zeS5wC$tY(~6#`!?+bGUYes?X!Wk@~^9r*tfzkI^~sDXol3hM#@YU6-8kE<*7Vz3}q z>F@20#2y_F@C)oo)O>UBSr2?M+(e;mZ6neGdi;y>z)*v>fa;(8-MwQRfjJfSw*--B zpYI}g3{BS_hr5hrlJRg%44^hk3>1epZfrAjEautD3l4i`^iLQlJfQ)v9qq#e!r0c` z!}gi^rc)HCqudjp8xW&9Y=7d1^!Fsd8!1s*^bQa8fn&}yhq+{~==3kZ7KvO$Si&hR zyEgw>t|{6W-2TY}>YgP_Oj9=ueKdv&sjJijqs(<5vPsj9^ z0D5pz@azr|wv9t*^f|$9Ay$hHxH2GQJ6AlWE27riIZPI4MjB+(ZT_RB`Ats7A-o~K zL9bf2eXOrVI7Nfv64043pu;3;dKq<}AH9A0_v7yOFaBMhK{3| z&ls=R!uk23Y6zDa2uKEl%XvhpkXr;!r1xLe087?u%jPVGfpPS~z(+8$4IX(hc*O9L zH-fcoM7EABV#wzF$m{inU>+zChP_`Mth2c%lmr`d5Q8QQFQU7Pb=>GNK-+^pQkQul z`tfOK+LDp8DY%}vT>nm>$APqr6L!?iQZ!(1Z z{a!VVi#BM%FT4~Wz?OdvcGD&Kf+Lh6#Acoli6-xJ9x(sh62gYYi*YVWJ z#qcakYc`6M&VXH&pk&od>nEmZ9z+9e_JuPR@3hT#%Fi5)yCB@^m>_ePic%hj$9X)D zDN!&J!LmY{*@p2ietLWSy8H6z_0ivs@y#B%#L+mqXAQoSq9cM{U{DWa6 zX8tW2i&M-8V|DP3yjcEVH+M^EbJQq`4*W2dKInmP9&T%{v>%qm>%ItSX2id3t$>f% z?pRD45D$f@m5lU5&srL4UL=$6+=ZMVX{_d}e(-b5{l*e9xKf#K` zsAO1JuB5?wOp;&HH zfPPKw31d-74e?ke#~tJi_}p<20wLcOGj8S*{2T83er;*n7j$2FTL zuwg;H5>;RH?Gt1zL%0dFP@`Uo_|yS?HNSPYU_UtBmmA7{!`3j7eP%PU1!rIR_cw5T zfo0Ax5bLySAZI?J5$+ucm2)-KmEH>u$8laf@?6Wyy)9lW;9%j&=^JBEWOMdO)m8*> z(NBU??z_&(XI1seU1e4Cy*;xO&WV_5GMht^la)grr7FYJhBo(`aq2U6^8=4l`MTx> z;joQjJO1rj4}SwuHQEvqEnItmm?A3cSnN5G=giVz8xSHP`*nk<8uAZTVzfO<@jqP{ zqdMdU!x=^DqEKuHV0Ost0w)|e?URbA3G0rCxnCd*)=_k$Vlz)w(a~ryCb;2qYX#DN zPCjEKVWbU}J=YZ?W`hOms)*STAc)CYY^tr7M{nMYkN{o66pp#1Rk?b8>}kDiT> zpa1ak#nb0+$BY1a_N=DS*k-K#%~0yrDM*VN6xD5x;mIr5mr9N=Yh+rmA1#EJoiY7X zCXvfTQ%HDNpz^sDhoQfzU|a{Mw1tgMn-vkU3@cEP3#~aXmAIm#;{#}(AKQflrGgty zTsDrAl9DQk(g*67!WueoUT^Kdh-h0n07D$Bz%-V_kHW#x4T6)CHGbIO4I0FG`hYyQ zVEkJ~ZJ}KMESfZ8g41GEet5U*%Kc?CM%aV*MffrRVA%>ZR+{H9$a^?iS8=Bi*rZ{! z$DtMbb(?9ZqU)#b$$p_!8E07`Rn_DuXGF zu)!MOzxnD(+>3R&oe)X6^pu796|7}l$!paUi zgi~3y10xWkiW|AK1y|datAGqxA!(B%G|&h2c$Ka>TwU z^9!74v)RGt%WIrM#IWwl9ZrKX==;`){{LqY{A!g3^HCONJ=b!wNKf=3Vv~-nLPKxN z`eq`fMYE!84OBTp8d%{3pv`i?0*_1Hq-Wo1(e00cU$_OUe6@4VLrREd9-Iu=`;jLegkf2Y1(5giySo1o1?p?zL|*1 zBbbZc+Wrwq*>bI44jcL#3TUH$^z>MS44gu=Y2asOO_HO*Cn#QVnRWx!w^>>nL17ef z=dP^)+W)H{4sFde&wPJnc#tjv#7Ilf%``L|1EYiqf3J8cJ-|zs(G<&Vu=$qqzYA)R z-P)oVa|UbAgfq-YqGA0*p7^3C!6kwJU;cs|hJW;&IkO9?V_GT!ONi*mnPmqd0L71e z0n{$nuz)m6W0mdVhShfXmOV*k*~Xq&f`4dZ2G{&AoAvd*=M^C1u&`K?nei8Qy%bk< zxG?$Z&!U>eI_iJKJZRJ)N;$3wkofG)#))h-7Y4OV3K0kbNtqbKIVNqiFG)HM$VtjSY4Gq6&6g=T9lBFyk-vII;_C7p2CFsnFFFMy1ZO9m7JU#z!eY!%t8Fd8zXF-KMa+&qEt62A@4jdEgHGgEW<14XD~^$ zX!gLYQQwZuUB^ejAqO@#1WPY6pz6a6yX^^VtCSGLuA=V@4HaVn$T$kXc}1LOJOM9J zX}#Omr^Lzfp+G}Ya8ehy%n)I6KwH5}#^nJk*|38m^eVmLjUgxC3?Q8Fv%w38c$9h_ zQYzCL3$@He6K~{d3pcC|d7WW!VLE$zXhSU@Oe?cs%6pjXd9hEKB-F0hnhfx8a9XTPEkQ>6M__} zUlmd|^JlG%N)~pKLj&SF+cLORS@ZoMK>Rhbh7tt(X3UtnX7Ah&_c&oo$7`W0AfS&C z|MniY2t5v?Fu)yYCSB1OX@nmO-&W=#UT||L*0sPuWHaYt1&3(12fSF?Nh~fF518Hc zNNlIy1Y?Jmj0UBy$+EAMh3W7ld9SrN+s#vziliuq_$ z)F&8;4fwdnq@by29>e0vDHLxH2s2JdmlJ1pG}W%Ot(t>AV<>$N%NnD0(3=K`UJiK5 z2Q^G5Twd4)<*{RrYT8$PG4r9!!PBRthx?*4z zvr!!Ty(Es4*pGYtUNFo8e-b0kW!URQ!wC|HXKAlD8b#B=B*>CFk36k88gE$-c zq3Z@QZf#dZw|PKxKqgGeZeG#V&2l*-7V>D-vNa9{$h}^GGt+##bul%`{7vZUGVxT^ zHB*LQDIM*>vEoTtOUz&$3ccD~m(UNDiD-^dxe){f0TsA8RCRdTfGn%ark(dd9pzLu&ASxSL-b|+`tDIW@&Y%dDnAHfcRf!nRO zWLN_Bw=)lME~*VhZ7`A&s7U%keqq*0&pA-b!;~B8!`CD+7wCeyP{}TPK#UsBKf{Dv zf~0)8t^048YrQ0S*4v?J;p;l@=B}K?$PO@_MnTvg45vYuqzP^&9QFqNUNlY9NjRF~ z8_p3<`hJ>Chf#l;#QjMY<-;%zrZ~PTeTzO|c4cYo643!NG%k`8_*8eLJRU$pVk-N@Syok_K^tU2djFTN%u~}|P>DFXf+|stms!P%49XG!;Osc86w$--mr{?rFiht8+wenHG&0NkE!g zGNeQKT_;l_<86o@jTFktKQKz1kWfJPqrE-TNe>pKbPDK{0~LFj=jQoff2Xul&VehRBY zH7!1@2To#qQ8A@cuFH{0K>raZ!^}`H8cftA;rG@H4=3j^&8ZMcN8)^J9xmh=x;TOf_X(GFgd>DLBsh3S*pHZ-|L z?@Obv+If9ErBRE+7Znt%sU(bf^dYR7Ec&Wbw{rlknn<5OtEt#kSlL|q&Cn9Cao-45 zlAvu_FAl}%$nx=}Auvq93wH1g67);+hQ{Jb0L}9)yrl{vxr}3c z!viyAm4XnOYNVd^#Qs|GmKBTQ6~r?w^B~QZmdRYXi&X-y+PD8{-Xcoa00wWH+TtAtY|27PFD|&zrudRAnI>Ra5jgCc zxOcmOtUXfLYF*f=bV>qav*t@%oa9P9!mt-1Gk$H8 zYufxeG9l{>#5$2gXeAfv!ysAn*f_|>2`VTXniG)Lw`v`ZGCFsXH6WC5R)ekN>-Lx> zhE%|@i81%eV8jK&ZC0(s^y5x81b z{KFIbwPAS0y5kF?1#wma<>eC%a!=zYKTLqXb#*&pvPM5j{0qp1wPPw(MVc?T)DbLg z5|Ns#xg14Yg?SZ;=djYyeMFQkS>Q|pyaWLvfULl0=TRKzLzDxgSR65SmX4G8 zHbSpeIV@QgcBu*Lg+vNTHMsF*DeJWwz|cs^jA~?Y#O7K+_rghy5@@*fS0#xz2SFaSswngl$>|S(O~^*yNLtuV|=Sb-oIHvCa_4C{xeomRE9A)inieN+YFX zYLi>H%JlIK7^B-n6lb7aVPJFchEtFp2muRgk)r}$w}$gz77!HC^bm_Z!h%C?1#SY8 z^;GwDidRxJi&Eqq#ywK^FI8YAaIW$QX{=fCE@n|7l6u&hl1DjcwS}-L9x4@kT@5ru z1p068=ZkhuZl}D3#o=qedCZ$YAS7BZNZ@$xn8)Xf6>$7YYOJeGg;nn(jm7-~EX+UK zy2B1|*i*?hDQAuR3l?YqwX+H>?pfgxnl=U1oWbISfY=aw?bowc`7unYA!EAQ3!taN z?kJ{T%K~WKg&~(L3JzIS?c|YcV^Z#l&r0b$>_g}VEJGA}oH@>LaW#qx{Bd4b{8S~I zkv`~KE}O^w><#T&oG2Vc-0K{Txk_H{YtUX~vy}58v6F5AtG~{8280LHivwdk7l7cS z;xYya2!qY`)>ac)SdZm;^q#_JHoaWci$cTkdTG+z?p0OOAFZ|e15CZf1wugWAiTY$@Fi}0VC z9Oz6ge&vcEROAG^1eNCIJ1 z_Hl^r7l=GMnTkkI6=Mt_-4aDt)>7gUdXZRayMpN7z#{ch5ki80E)^|RJDnsru$?W1 z#2a!>tL51jmZMsN38rlXWQY1|SDXLVq=W@6*c1p(rmcT`Ha+aHhn;u7KKe{G=2w_Q zrmg?n_R>9PyV;#S`At#>wkAFLLR1j73IjEgcIX1!9P+SESA)gYw_S5EN6tnczCM2Q z)3dkco@FosBosqIOb$ne-#&SLeB5PIW-lA1Rl~>0%dF5+HuW72&ew-Be}+n#o$rKLod?>>7+l0 zgJPqMIbybwjiK?SO=L!_)a|cfO&D)u?30Al=n{ct*L${>hL#nt;FK4;POBJGg)(fz z7}$9brB!H2Hs-=aA@C45Qnxa{iUeZ8Svnt^(K0_5*cpz!LAWxv7&iFaOkf~F3}*}l z!EAX%S&Ww44)!Z{UmgPqkq=$A^|B&pUSv;)GT>z@<}^e)aeqpU)9kFn^50^XF?s13xx- zo*;3+284sfj76eNk4}DuB$c9vzDGAN;Yn|orAywS&koMtqYXrzGjqS5@RA#5aS(R# zUJrZ~s9>5oY?-7r|9boaSv+3S^{ETk2}i4|fLGP~@tVL3xHHuR==+w&29rUa@^ z^@~J3Ca0Z=i8pk}QYY~*lK{wg>1_k8hnHGt0u-Keo(SErptmYvaLyJ36M{)Tp&8O_ z#B%!;@9GmStrz9ANnh+xC6JcmK&wK?&;@Vb5|^M1)GbkN$b#TiA;3NAOus%F3K8Wo zVUDAof5(o?f~VV5r~<%^wJA`yIIU}sZw&6(TcRyA|hT4RdJU6vqAPU}4NaJ`NT(1J{_| z?&Y9MzzSOdc+~~m)k)xYkwPxez*ZBmr7*w|BS;8$oqX1#a>Yq_8Il|@|F3&K9@0)1 zk_yzE;-tMU1JAPqd^&tyL4<=7d{$hrbH_1xapM{}>ajf-Z+>g*0A%fXDP!rW`%<>D zf|1c~zRdyqM+VQ|tGN80wuABveJRLv99ajqV45Ua5V(zSf@f4Zlvm@fN6eCG1NAXJ z%zoJr6B>`&|F$#C52e2z0$6=L|Bt}J@evU;z1bJ zAB<`bqJHf`FRDF={rUrT>-N&`;Q_`W!!+{84ozA}O0RBh@=5XZ6B-`Sw^Y(413 zX3cj*dot-q@oEr9rXoXd46TPC11F&x%~+k}K>kco!z%EqT#^53xK@CZi#)&?oC@-R zY9hnEus%-E0DngxtAh*APs}nG`A`f0lmVLO8L)faz;;;RWKfh2isC_0J}4>#MUAki zfh@PC@35$W18DYHQ6nm9L^?sE-Ek%tV{(XDzTyn~NS7~rh>*x@wqs=BHVf6qR7br&u4^A027Q2VgzJN` zKwvfo(ugjYk8Lt`OkgKCjLUbFRL8g|7I%|V2_~?MEv#3T%LPV!?j!NCBEBY>G}-;6 z$w71&ldjo@ZO+Rl%3nsq{-}==d^p%=w%(2{@tpO;pTpQKQ*TDECuGS8GsGo>@@GrI ziNj3zn|az%0XO&H7FW9)RQbF40)`*!b}IRMpscuLE}?GP@dj&Dv36zwSqayJMh(^UsLZxYC5g8Q}@S;Sd6ss)3 z8o>w|#S3VtaN|5sp`m=hxr5jgH4J|*3yAdNLU>T`l}!e5l|xk+{2&Aa(;l`k__%LI zP-pN%zkKn#82tYw+yW@#s1&d^agE^al?66&kHEz3<;8+nWGo&CxIt}-2ZG?BMHO_d zi3o<}{d@I|8g+jvJCM<01y^Wn#NAceM`>5XN)_tSPgnw07u;lUU1qO%= zV0nWO&YE~M==&6x2SX5TL#sg*>jJ~JD*Y-GtO^W+7z#-bY%aEYvMMoz_VL{kL(qo= z5JbIUZy4jaEB+sj!cpksfn{a25km&rTBXLe@01w&gC1lBe-wi)Li-B+(a;~_9DEc3 zaLvHFqe|be0_!e`VHgh~DEa8|5NCJ${r)fnTLxPVEkFIO5`z`CchpX;H_Qp`*e)@I zqrM+mMs8tU2n8ZGK&FAZhbzlR5Iw@M5CUtG!$vVX4O^}h9s)n=W7DxXD%ord5J=>@Kx_)-eJwB~vA=wJbRt8Ma(848Se`w*ca%#-H-#0>#!yKx!DF zs5rtVMW@997p&oO&0Z@dO2g-b8Twg(p;<~iHhf=rYvxi-AdlxKLU^#XY)<*&=0vl2 zc(v_H%d&(9IF;8?@-Dpc3d^#b@nSH5u6})BS*YR0!15(B{M>Qhp6)%%0?cGB_TjQ2 zcfxGRE}$)<2x>18thQFon(ww`!_X=>Syn6Kl$qQ_hf4t5ng(vPeARBZtyZrl+;>|L zzrA{u5cc6-1z5t&tl!4H&CR8&H!?Ptkvl4!Ynz)(*#M=DdzdT51pyh9smM!6A?W11 z@PlHuc7yD|f}@)e7YE?EL25eic+>|^c7lPZKW6ef5<`h)MmRFx_Caa63^nqSULb}B1g3-;eT!(-z+>YMj^Y(Ivq3px zKW|^CU5hBdpbCwvS_ahb2E|lLe9}xea&zUjs}QA~sHe5TT}(4&8@7K$meEVjr4*H3ranWO`}1bGoxgc(iD@rhnvczihF_KI<8!RF0I^!Cgrgi#?{Cb>#Wn4 zQDT@D7fM8Eyvdz)u<_#nwxR9oCzQw{2VAa5BZ7TJxD@!2u%&J5kn$ysUI2JcQM4Qv zuL9+JGxVTg=;f^^ELf#vSOC3yM*8T*oXVGgzL~>G`;8(P`Vl%BHH^=Q2+k~;7NA)& z6Fe|?no94ZQ4co4fzo3DtAvy(CG=AJf>b^jH9<_Ttzn_2@m}#o=np7hZz9T)+M83) z83C`Js=h2ow_$Os$HsyeuYT=OW zrQTM|X~KUr9QgfV+z*332y6&C=l(fuZM}883N8nhTPbQq2*4=r*qDV;gIhr1#S7@! zr`gqCv=u7%)0Y#6E!|AKQ6CV@WydNRYYbF*e>dBSBY_|^r289^pqCpni{jR!D)>r( z+wEIO<@P>vsQ}F_2BK`x8e7YT3~TE(WeYofQ|8BHns$;cXeC`Xcn1x}H5!fgTeBL_ ztDIhyQEpa&9tXw;7yg%A-sMKWKFPjj3ffu_mBJq(XpCfV#- zq!`D>g_y8AZg=NQ`ml`A@Z)0}!ORi#hW!YR8J7S$-^&FxY)bJ?uED~Mwh9`%BONkW zDUIw6=OPS1z&4wAThVoLeP5fZSm-#ko8MF;Po^wCjD~}_KL`$C{&N4E38SR(G?^8v zkT1aQo(8HCWPR1YgoK~x=PB0uYz8)fIL$K%Xh47s)ZAqDTP4u?C}4sdfS5yYZeYMg zD}sj1pmZ+ETpULVvL-p>3+xO+1vUrGnx#&2jZ-yaUP>|kJ{aRvgf8-Ctp<^~K1qld zl&G4dH@kbQwu~(UysBT`w{1+eV0D{pj@_1qEGrugrHE)s>XpBG#Vb8}c$Wh=x0-geapPE%MOW|Bi*seE++fiU~=C_(H zMR|}cQrR%H?LM^1)VWsb#3&+%?%%F3?U$2?R z-Qz`wInE|wRgmnKSBc;>fA^O~s%Pb45OQx8t6VsifZyDL{_!CM3OygrD0gID78Z#E z_~x=Pgpq4%g999>LQZWAq__;txqi%^W-I7TYvbe^b#P9bXCEmH zs6Svwk3Mnga*v{WgW{{7j$i-h`0bOY&z~RvFqT{H#&CR$;92^WH&rpKv;=^586L4* zORVv43n9F>G%0ky*RwI6wa);oZ(yIX=>PBoc%L5bf4Ud0|BM3Ei|I{)9hdl%XT5AP z947uK8Dya!z%w}Q!%LM8C!p}Xd=zKdXo5foDuz2eUP`g=M7DaNV&f7T?n6WY73w2T zuCRTJZHH&bm5;+KdMkMsd$V%+55&sZ^cLy8OM<26FW81Z$p<++mN1rvSv;NQSrUfu zwN8e}!V5d_AV||3Vk{zLrdg8p!@M7lra>O1)8QxzZBP)#znXpGK!ZUoT;ey)_r9ZcdRkEUTX8DgC$A>#A=d>TZ_G(lqcjXA-DJQ{xWlrEu= zTkKq2r;s2fc~?$wuMYqE;-}|79KC*e{AMeb=5aQOrqdyCbuviM*2JIs;lz)U(R4V7 z(kPFUVK(jcGsHUp^azlfq)2QZA;bvuqPH;{n8iomWHQfRynXupvD06HWf*X8lp!7w zdA$4nB#n^8dol>8BkUK+!EXYgTN&Mr%dDgTfpw{7Z;^#wLaS)EuXc|vad`$Xz z-cNiG?OqziQ(#*L5;z?NAoRYUMgwGF4NG8hiB452xhKS+8AXi1`Bjs)^O+#E6tLJ)fF_rWyUTnxkx zeVf&A5@k5REB6StNEoN#G{#n$2)R-8I*ngxM7_SoW#PKj=sO(PWC9 zGRcP6;&~3DMyG2u0iDjUls(vF3aQ1)2Y!E`$1MNZ`~A(!XHVa5C%#Dr2I)^3=!Nie zklkqzfYgrS#Lpl$XL*HvQGzj7pF2pDqV*6(~zW0JCoP^mR2=i$+n2d($XfR0!(>#X22_Gs>8Pyl0 z9}K_ECi(l(v!_2O`EB0sS&DGpi9f;xEs+mu1-oU|8wN=_%pr94Kn;?~C>;*-Y?2Hh z()nqKHHk9H(Fw$Wjj15q|J$I}-;ZBE{ZUhCIGq;z9hTQ1!Id(}0Cs3N#(`-`KkG%k z38a@E_Dt5#!|AX;90fS`fM>X+H=HEB5G)_pUTjVTLdv(9$bY6k&#y$RK}!p9fQj|GjJqat4x&yQ6YH0$xoJgV{?15a9kW0uo{> z4OBS9iHvW;-PIy-`0{m(@XhXhixgoohT#yD8Om5Mk04kD!xXd(SlAmRP&+{&2ABoC zN8s=icm%T4pAM4<5i!2Yd+j2{i23=}GaLH%&I}UbXgC3@^s_V{_CXsU1_W`QLng>T zu#+V9M|d?I`MAU>=gnW>Cg83S!~vjU1NvcWejD;ut{I||@10o!g&KjeVD?#%r&zxv zglHB4_i%R=*d|0BkTyt};Hr?*`f&o?CW$jRBM>n(*pzL+#QZ@eEdDoXsCNlz?##mO ze>{Er{P@jwzM5k<;l`~#f}O#EGF)mlfI2YEQZTCNbV?g+4%!hxm-L~kVZQ|t(AA%U zhNS(-IY?zCgvcL!>uuKeLs~u6jJbt=goy10^`O881q>GzCBr^=4-}j%0lDiT4js0W z-Y`w4P(UZyG=z;I?o%fNJN8|}vu-m`k8eM(_}+QJWKR^F4sktNKhNMK@~2Ul!IRR1 zJt~f%M*Fa(_*s7)^(Y!NDmPVIDd5dk+gW4QX)BUP>F_9&}Enqpglpo>-(_p^fxUZV7I?hr&AwU7so7+`(u8HM90}; zc{rKRrU=KzH4gM_ZCMna_=OJMlm1`=`DQc;Qz#R_qNtzr(;QdkWmu~i z2Yg^Dq466?xH%gL9KX|y(>xn}I=*vhBEJW+8jSon#VX+t5_8kZ8YtO_seV z9x_{QdkHVkmfc?`8(EVV{&HKlu4YMJ#xq|00KNo zrckvruy^`5a%iRCkg$eCkjMPN1epk6S|9en?Ga2r&9Xs%2u=zjw@C#8sPSLV@vA`t zkeSz-h`*A`$bns96zS*bbOQ6v)W=nzpkX+)31trU!2t|#@EgF02=ySGKpXE(a%5|m z4D&dgj3xun=EQHZ93s1sA{+jFr%qEQi4|w7b%p|$Chw62-?-qrA51`ld0g?E-k}5; zkN!WyEBw&L0|Xu*@Bo1a2s}XG0Rj&Yc!0nI1Rfyp0D%VxJV4+90uK;)fWQL;9w6`l yfd>dYK;Qua4-j~OzykyxAn*Wz2M9bs-~j>;5O{#V0|Xu*@Bo1a2>e%v!2bbQX1U$~ literal 0 HcmV?d00001 diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/pricing.py b/research/p104-a2-cleanup-composition/inputs/pr5644/pricing.py new file mode 100644 index 0000000000..dc7f71a781 --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5644/pricing.py @@ -0,0 +1,174 @@ +"""Complete mixed-target price, compiler and outer transfer. + +The interval and compiler bounds follow zxv and Cao Yifan. The productive +recursion is by Jacob Alan Sussman. The controller is by Cinna Davis. +Adapted from Ali Romman's PR5544/5545 for the two coupled contact changes. +Successor choices were prepared for thu-nmrc with OpenAI Codex assistance. +Helper-subspace targets were added by Ali Romman with OpenAI Codex assistance. +The source commuting-contact construction is by Pierre-Loic Doulcet (hexapode) in PR5565. +The source coupled-frame change is by Ali Romman with OpenAI Codex in PR5601. +Five fixed boundary relations are from Ali Romman's PR5602. +The shared and delayed relays are from flyingviper's PR5605 and PR5612. The preparation is from +Scratch-net's PR5606. Their costs and target debit are included. +Ali Romman's complete caller/price proof and all predecessor credit are retained. +Apache-2.0. +""" +from collections import Counter +from fractions import Fraction as Q +import local as L + +KAPPA, TESTED = Q('.00310626335'), Q('.003106263355') +PREVIOUS = Q('.00310440546') + + +def encode(x): + if isinstance(x,Q): + return str(x) + if isinstance(x,dict): + return {str(k):encode(v) for k,v in x.items()} + if isinstance(x,(list,tuple)): + return [encode(v) for v in x] + return x + + +def assemble(local, native, word, physical): + paid, targets = Counter(), Counter() + counts = Counter() + L.need(local['helpers'] == native['helpers'], 'Every productive helper has a native target') + for e in word['physical_events']: + counts[e[0]] += 1 + if e[0] == 'LOCAL': + L.need(e[3] is False, 'Every source invocation is forward') + paid.update(local['paid']) + targets.update(local['helpers']) + elif e[0] == 'QUERY_SHEAR': + paid[1] += 104 + elif e[0] == 'IDLE': + paid[8*len(e[2])] += 208 + main = Counter() + idle = Counter({8*len(e[2]):0 for e in word['physical_events'] if e[0] == 'IDLE'}) + for e in word['physical_events']: + if e[0] == 'IDLE': + idle[8*len(e[2])] += 208 + L.need(idle == physical['whole_idle_jobs'], 'Every whole idle has a native Gaussian and full rank') + for term in word['diagonal']: + main[1+8*sum(term[1:])] += 104 + L.need(main == physical['main_targets'], 'Every main target has its full native phase') + targets.update(main) + L.need(counts['LOCAL'] == 18 and counts['QUERY_SHEAR'] == counts['IDLE'] == 15, 'Complete call census') + # Recount by the two path lengths, without using emitted main diagonals. + second_t = Counter({r:18*n for r,n in local['helpers'].items()}) + second_p = Counter({r:18*n for r,n in local['paid'].items()}) + second_t[145] += 208 + second_p[1] += 15*104 + for length in (7,8): + for j in range(1,length+1): + second_t[1+8*(j+1)] += 208 + second_p[8*(j+1)] += 208 + L.need((targets,paid) == (second_t,second_p), 'Independent full invoice') + L.need(max(targets) == 145 and max(paid) == 72, 'Maximum recursive ranks') + L.need(sum(targets.values()) == 12958 and sum(paid.values()) == 66492, 'Complete field and call counts') + L.need(sum(r*n for r,n in targets.items())-sum(r*n for r,n in paid.items()) == 760, 'Complete rank surplus') + return targets,paid,counts + + +def run(local,native,word,physical): + T,P,counts = assemble(local,native,word,physical) + E = L.load(L.ROOT/'research/higher-moment-strictification/verify.py','p104_productive_intervals') + other = L.load(L.ROOT/'research/kappa-rebuild/architecture/mixed_target_probe.py','p104_productive_second_intervals') + def margin(k): + a,b = E.moment(T,1-k), E.moment(P,1-k) + return a[0]-b[1],a[1]-b[0] + lo,hi,grid = 0,10**12,10**14 + while hi-lo > 1: + m=(lo+hi)//2 + if margin(Q(m,grid))[0] > 0: + lo=m + else: + hi=m + lower,upper = Q(lo,grid),Q(hi,grid) + signed = Counter(T) + signed.subtract(P) + cap = Q('.0034') + derivative_upper = Q(0) + for rank, count in signed.items(): + logarithm = E.log_bounds(rank) + low = E.mul(E.power(rank, 1-cap), logarithm)[0] + high = rank*logarithm[1] + derivative_upper -= count*(low if count >= 0 else high) + L.need(derivative_upper < 0, 'Unique raw crossing below the retained BIT cap') + L.need(margin(lower)[0] > 0 and margin(upper)[1] < 0, 'Strict rational crossing enclosure') + L.need(PREVIOUS < KAPPA < TESTED < lower and margin(PREVIOUS)[0] > 0, 'Changed complete bill improves the source claim') + t,u,v,c,b = 1-TESTED,Q(1,5),1024,17,18 + target,paid = E.moment(T,t),E.moment(P,t) + tl,th = other.moment(T,TESTED) + pl,ph = other.moment(P,TESTED) + L.need(tl > ph and max(tl,target[0]) <= min(th,target[1]) and max(pl,paid[0]) <= min(ph,paid[1]), 'Two exact moment engines') + alpha = E.divide(paid,target) + gamma = E.divide(E.moment(P,t+u),E.mul(E.power(c,u),target)) + delta = E.divide((Q(sum(T.values())*b),)*2,E.mul(E.power(c,TESTED),target)) + reserve,decay = Q(1,10**12),Q(39,40) + L.need(alpha[1] < 1-reserve and gamma[1] < decay and delta[1] < decay, 'All three charged tail ratios') + L.need(decay**128 < Q(1,16), 'Both tail decay blocks') + normalized = 1/(1+v*reserve)+Q(4,2**32) + L.need(normalized < 1 and c**64 < b**63, 'Full completion, splitting and rounding charges') + theta,power = Q(63,64),1024 + eta = E.scale(E.power(145,-v*TESTED),t) + L.need(2*(c**v)**64 <= (145**v)**63 and eta[0] > theta**power, 'Shifted exits and complement capacity') + L.need(E.power(145,v*TESTED)[1] < 2**power, 'Compiler initial range') + gap = (TESTED-KAPPA)/7 + L.need(gap.numerator == 1, 'Exact compiler integer grid') + step = gap.denominator + def wins(j): + return (step*j+1)**power < 2**j + left,right=1,2 + while not wins(right): + left,right=right,2*right + while right-left > 1: + m=(left+right)//2 + if wins(m): + right=m + else: + left=m + H=step*right + L.need(H > 8*v and wins(right) and not wins(right-1), 'Finite uniform threshold with predecessor rejection') + local_routes = (sum(local['paid'].values())+native['helper_normalizers']+native['main_adapters']+4*104+4*local['owned_lifetimes'])*1000 + L.need(local['real_scalar_allowance']+local_routes < 10**7, 'Every local scalar, route and owned operation is funded') + boundary = sum(len(word['boundaries'][side+'_program']) for side in ('left','right')) + raw = 18*10**7 + 15*1664 + 32*104*(len(word['physical_events'])+boundary) + raw += 32*104*(26+1000) + L.need(raw < 10**9, 'Complete nonrecursive raw bound') + bit = L.read(L.ROOT/'research/query-thinned-controllers/RESULT.json')['ordinary_BIT'] + atom = Q(bit['atom']) + ordinary=(1-atom)*Q(bit['after_cover'])+atom*Q('.0000384599') + admitted=Q(bit['admitted']) + L.need(atom > ordinary > admitted > TESTED and atom < 1-ordinary, 'Retained BIT admission and stock') + outer_module=L.load(L.ROOT/'research/pr4359-p7-padding/dependencies/compiler-refill/endpoint.py','p104_productive_outer') + params={'kappa':KAPPA,'tested_saving':TESTED,'complex_uniform_saving':KAPPA+6*gap, + 'b':KAPPA+5*gap,'a':KAPPA+4*gap,'q':KAPPA+3*gap,'bit_saving':admitted, + 'epsilon':1-gap,'beta':1-3*gap,'r0':gap/10,'stop':gap,'layout':gap,'d':gap} + outer=outer_module.ledger(params) + outer['functional_checks']['actual_new_BIT_stock_sublinear']=params['beta']*(1-atom) + L.need(len(outer['strict_checks']) == 54 and len(outer['functional_checks']) == 4, 'Complete outer predicate inventory') + L.need(all(x > 0 for key in ('strict_checks','functional_checks') for x in outer[key].values()), 'All outer inequalities strict') + wrong_cutoff = E.divide((Q(sum(T.values())*21),)*2,E.mul(E.power(20,TESTED),target)) + L.need(wrong_cutoff[0] > 1, 'Old cutoff fails with this helper inventory') + bad=outer_module.ledger(dict(params,bit_saving=Q('.0027'))) + L.need(any(x <= 0 for x in bad['strict_checks'].values()), 'Insufficient BIT contract rejected') + return encode({'kappa':KAPPA,'kappa_decimal':'.00310626335','previous_open_pr5627':PREVIOUS,'gain':KAPPA-PREVIOUS, + 'relative_gain_percent':100*(KAPPA/PREVIOUS-1),'raw_root_interval':[lower,upper], + 'raw_headroom':[lower-KAPPA,upper-KAPPA], + 'raw_ceiling':{'interval':[Q(0),cap],'derivative_upper':derivative_upper},'margin_at_previous':E.display(margin(PREVIOUS)), + 'targets':T,'paid':P,'productive_fields':sum(T.values()),'paid_calls':sum(P.values()), + 'rank_mass_surplus':760,'full_forward_calls':18,'query_shears':15,'whole_idle_jobs':3120, + 'strictification':{'tested':TESTED,'power':v,'cutoff':c,'floor':b,'tail_offset':u,'reserve':reserve,'tail_decay':decay,'tail_block':128, + 'alpha':E.display(alpha),'gamma':E.display(gamma),'delta':E.display(delta),'normalized_paid_upper':normalized}, + 'compiler':{'theta':theta,'logarithm_power':power,'eta':E.display(eta),'gap':gap,'H':H,'N':'2^'+str(H), + 'integer_test_exponent':right,'uniform_saving':params['complex_uniform_saving'],'word_materialized':False}, + 'nonrecursive':{'local_scalar':local['real_scalar_allowance'],'local_routes':local_routes, + 'raw_scalar_upper':raw,'raw_budget':10**9,'peak_owned_fields':local['peak_owned_fields'], + 'fixed_scalar_growth_bound':'At most 2^(16*26000) before native factors; a declared constant, not an attained norm.', + 'local_paid_rank_mass':local['paid_rank_mass'], + 'tensor_native_growth_bound':'Each rank-r Gaussian has row l1 norm at most 2^(rf); use local_paid_rank_mass for the whole word.'}, + 'ordinary_BIT':bit,'outer':outer, + 'negative_controls':{'old_cutoff':'Rejected by completion-tail ratio greater than one','old_BIT':'Rejected by outer inequalities'}}) diff --git a/research/p104-a2-cleanup-composition/inputs/pr5644/sources.py b/research/p104-a2-cleanup-composition/inputs/pr5644/sources.py new file mode 100644 index 0000000000..ea32e0a120 --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5644/sources.py @@ -0,0 +1,61 @@ +"""Authenticate the retained PR5627 export before any source import. + +Ali Romman with substantial OpenAI Codex assistance. Apache-2.0. +The archive checks follow the repository exporter and flyingviper's PR5613. +""" +from contextlib import contextmanager +from hashlib import sha1, sha256 +from pathlib import Path, PurePosixPath +import importlib.util +import io +import json +import sys +import tarfile +import tempfile + +HERE = Path(__file__).resolve().parent + + +def need(ok, why): + if not ok: + raise ValueError(why) + + +def load(path, name): + spec = importlib.util.spec_from_file_location(name, path) + module = importlib.util.module_from_spec(spec) + sys.modules[name] = module + spec.loader.exec_module(module) + return module + + +@contextmanager +def sources(): + pin = json.loads((HERE/'SOURCES.json').read_bytes())['source_export'] + raw = (HERE/pin['local_path']).read_bytes() + need(sha256(raw).hexdigest() == pin['sha256'], 'Exact predecessor archive SHA256') + need(sha1(b'blob '+str(len(raw)).encode()+b'\0'+raw).hexdigest() == pin['git_blob'], + 'Exact retained archive Git blob') + with tempfile.TemporaryDirectory(prefix='p104-neutral-source-') as directory: + root, names = Path(directory), set() + with tarfile.open(fileobj=io.BytesIO(raw), mode='r:') as bundle: + for member in bundle.getmembers(): + path = PurePosixPath(member.name) + need(member.isfile() and not path.is_absolute() and '..' not in path.parts + and '\\' not in member.name and ':' not in member.name, + 'Regular relative source path') + need(member.name not in names, 'Unique source path') + names.add(member.name) + target = root.joinpath(*path.parts) + target.parent.mkdir(parents=True, exist_ok=True) + target.write_bytes(bundle.extractfile(member).read()) + manifest = json.loads((root/'.research-export.json').read_bytes()) + need(manifest['commit'] == pin['commit'] and manifest['package'] == pin['package'] + and len(manifest['files']) == pin['files'], 'Exact source commit and inventory') + need(names == {'.research-export.json'} | {r['path'] for r in manifest['files']}, + 'No missing or additional source payload') + for row in manifest['files']: + payload = (root/row['path']).read_bytes() + need(len(payload) == row['size'] and sha256(payload).hexdigest() == row['sha256'], + 'Authenticated payload: '+row['path']) + yield root/pin['package'], root diff --git a/research/p104-a2-cleanup-composition/pricing.py b/research/p104-a2-cleanup-composition/pricing.py new file mode 100644 index 0000000000..17e649cae0 --- /dev/null +++ b/research/p104-a2-cleanup-composition/pricing.py @@ -0,0 +1,174 @@ +"""Complete mixed-target price, compiler and outer transfer. + +The interval and compiler bounds follow zxv and Cao Yifan. The productive +recursion is by Jacob Alan Sussman. The controller is by Cinna Davis. +Adapted from Ali Romman's PR5544/5545 for the two coupled contact changes. +Successor choices were prepared for thu-nmrc with OpenAI Codex assistance. +Helper-subspace targets were added by Ali Romman with OpenAI Codex assistance. +The source commuting-contact construction is by Pierre-Loic Doulcet (hexapode) in PR5565. +The source coupled-frame change is by Ali Romman with OpenAI Codex in PR5601. +Five fixed boundary relations are from Ali Romman's PR5602. +The shared and delayed relays are from flyingviper's PR5605 and PR5612. The preparation is from +Scratch-net's PR5606. Their costs and target debit are included. +Ali Romman's complete caller/price proof and all predecessor credit are retained. +Apache-2.0. +""" +from collections import Counter +from fractions import Fraction as Q +import local as L + +KAPPA, TESTED = Q('.00310644469'), Q('.003106444692') +PREVIOUS = Q('.00310626335') + + +def encode(x): + if isinstance(x,Q): + return str(x) + if isinstance(x,dict): + return {str(k):encode(v) for k,v in x.items()} + if isinstance(x,(list,tuple)): + return [encode(v) for v in x] + return x + + +def assemble(local, native, word, physical): + paid, targets = Counter(), Counter() + counts = Counter() + L.need(local['helpers'] == native['helpers'], 'Every productive helper has a native target') + for e in word['physical_events']: + counts[e[0]] += 1 + if e[0] == 'LOCAL': + L.need(e[3] is False, 'Every source invocation is forward') + paid.update(local['paid']) + targets.update(local['helpers']) + elif e[0] == 'QUERY_SHEAR': + paid[1] += 104 + elif e[0] == 'IDLE': + paid[8*len(e[2])] += 208 + main = Counter() + idle = Counter({8*len(e[2]):0 for e in word['physical_events'] if e[0] == 'IDLE'}) + for e in word['physical_events']: + if e[0] == 'IDLE': + idle[8*len(e[2])] += 208 + L.need(idle == physical['whole_idle_jobs'], 'Every whole idle has a native Gaussian and full rank') + for term in word['diagonal']: + main[1+8*sum(term[1:])] += 104 + L.need(main == physical['main_targets'], 'Every main target has its full native phase') + targets.update(main) + L.need(counts['LOCAL'] == 18 and counts['QUERY_SHEAR'] == counts['IDLE'] == 15, 'Complete call census') + # Recount by the two path lengths, without using emitted main diagonals. + second_t = Counter({r:18*n for r,n in local['helpers'].items()}) + second_p = Counter({r:18*n for r,n in local['paid'].items()}) + second_t[145] += 208 + second_p[1] += 15*104 + for length in (7,8): + for j in range(1,length+1): + second_t[1+8*(j+1)] += 208 + second_p[8*(j+1)] += 208 + L.need((targets,paid) == (second_t,second_p), 'Independent full invoice') + L.need(max(targets) == 145 and max(paid) == 72, 'Maximum recursive ranks') + L.need(sum(targets.values()) == 12958 and sum(paid.values()) == 66492, 'Complete field and call counts') + L.need(sum(r*n for r,n in targets.items())-sum(r*n for r,n in paid.items()) == 760, 'Complete rank surplus') + return targets,paid,counts + + +def run(local,native,word,physical): + T,P,counts = assemble(local,native,word,physical) + E = L.load(L.ROOT/'research/higher-moment-strictification/verify.py','p104_productive_intervals') + other = L.load(L.ROOT/'research/kappa-rebuild/architecture/mixed_target_probe.py','p104_productive_second_intervals') + def margin(k): + a,b = E.moment(T,1-k), E.moment(P,1-k) + return a[0]-b[1],a[1]-b[0] + lo,hi,grid = 0,10**12,10**14 + while hi-lo > 1: + m=(lo+hi)//2 + if margin(Q(m,grid))[0] > 0: + lo=m + else: + hi=m + lower,upper = Q(lo,grid),Q(hi,grid) + signed = Counter(T) + signed.subtract(P) + cap = Q('.0034') + derivative_upper = Q(0) + for rank, count in signed.items(): + logarithm = E.log_bounds(rank) + low = E.mul(E.power(rank, 1-cap), logarithm)[0] + high = rank*logarithm[1] + derivative_upper -= count*(low if count >= 0 else high) + L.need(derivative_upper < 0, 'Unique raw crossing below the retained BIT cap') + L.need(margin(lower)[0] > 0 and margin(upper)[1] < 0, 'Strict rational crossing enclosure') + L.need(PREVIOUS < KAPPA < TESTED < lower and margin(PREVIOUS)[0] > 0, 'Changed complete bill improves the source claim') + t,u,v,c,b = 1-TESTED,Q(1,5),1024,17,18 + target,paid = E.moment(T,t),E.moment(P,t) + tl,th = other.moment(T,TESTED) + pl,ph = other.moment(P,TESTED) + L.need(tl > ph and max(tl,target[0]) <= min(th,target[1]) and max(pl,paid[0]) <= min(ph,paid[1]), 'Two exact moment engines') + alpha = E.divide(paid,target) + gamma = E.divide(E.moment(P,t+u),E.mul(E.power(c,u),target)) + delta = E.divide((Q(sum(T.values())*b),)*2,E.mul(E.power(c,TESTED),target)) + reserve,decay = Q(1,10**12),Q(39,40) + L.need(alpha[1] < 1-reserve and gamma[1] < decay and delta[1] < decay, 'All three charged tail ratios') + L.need(decay**128 < Q(1,16), 'Both tail decay blocks') + normalized = 1/(1+v*reserve)+Q(4,2**32) + L.need(normalized < 1 and c**64 < b**63, 'Full completion, splitting and rounding charges') + theta,power = Q(63,64),1024 + eta = E.scale(E.power(145,-v*TESTED),t) + L.need(2*(c**v)**64 <= (145**v)**63 and eta[0] > theta**power, 'Shifted exits and complement capacity') + L.need(E.power(145,v*TESTED)[1] < 2**power, 'Compiler initial range') + gap = (TESTED-KAPPA)/7 + L.need(gap.numerator == 1, 'Exact compiler integer grid') + step = gap.denominator + def wins(j): + return (step*j+1)**power < 2**j + left,right=1,2 + while not wins(right): + left,right=right,2*right + while right-left > 1: + m=(left+right)//2 + if wins(m): + right=m + else: + left=m + H=step*right + L.need(H > 8*v and wins(right) and not wins(right-1), 'Finite uniform threshold with predecessor rejection') + local_routes = (sum(local['paid'].values())+native['helper_normalizers']+native['main_adapters']+4*104+4*local['owned_lifetimes'])*1000 + L.need(local['real_scalar_allowance']+local_routes < 10**7, 'Every local scalar, route and owned operation is funded') + boundary = sum(len(word['boundaries'][side+'_program']) for side in ('left','right')) + raw = 18*10**7 + 15*1664 + 32*104*(len(word['physical_events'])+boundary) + raw += 32*104*(26+1000) + L.need(raw < 10**9, 'Complete nonrecursive raw bound') + bit = L.read(L.ROOT/'research/query-thinned-controllers/RESULT.json')['ordinary_BIT'] + atom = Q(bit['atom']) + ordinary=(1-atom)*Q(bit['after_cover'])+atom*Q('.0000384599') + admitted=Q(bit['admitted']) + L.need(atom > ordinary > admitted > TESTED and atom < 1-ordinary, 'Retained BIT admission and stock') + outer_module=L.load(L.ROOT/'research/pr4359-p7-padding/dependencies/compiler-refill/endpoint.py','p104_productive_outer') + params={'kappa':KAPPA,'tested_saving':TESTED,'complex_uniform_saving':KAPPA+6*gap, + 'b':KAPPA+5*gap,'a':KAPPA+4*gap,'q':KAPPA+3*gap,'bit_saving':admitted, + 'epsilon':1-gap,'beta':1-3*gap,'r0':gap/10,'stop':gap,'layout':gap,'d':gap} + outer=outer_module.ledger(params) + outer['functional_checks']['actual_new_BIT_stock_sublinear']=params['beta']*(1-atom) + L.need(len(outer['strict_checks']) == 54 and len(outer['functional_checks']) == 4, 'Complete outer predicate inventory') + L.need(all(x > 0 for key in ('strict_checks','functional_checks') for x in outer[key].values()), 'All outer inequalities strict') + wrong_cutoff = E.divide((Q(sum(T.values())*21),)*2,E.mul(E.power(20,TESTED),target)) + L.need(wrong_cutoff[0] > 1, 'Old cutoff fails with this helper inventory') + bad=outer_module.ledger(dict(params,bit_saving=Q('.0027'))) + L.need(any(x <= 0 for x in bad['strict_checks'].values()), 'Insufficient BIT contract rejected') + return encode({'kappa':KAPPA,'kappa_decimal':'.00310644469','previous_open_pr5644':PREVIOUS,'gain':KAPPA-PREVIOUS, + 'relative_gain_percent':100*(KAPPA/PREVIOUS-1),'raw_root_interval':[lower,upper], + 'raw_headroom':[lower-KAPPA,upper-KAPPA], + 'raw_ceiling':{'interval':[Q(0),cap],'derivative_upper':derivative_upper},'margin_at_previous':E.display(margin(PREVIOUS)), + 'targets':T,'paid':P,'productive_fields':sum(T.values()),'paid_calls':sum(P.values()), + 'rank_mass_surplus':760,'full_forward_calls':18,'query_shears':15,'whole_idle_jobs':3120, + 'strictification':{'tested':TESTED,'power':v,'cutoff':c,'floor':b,'tail_offset':u,'reserve':reserve,'tail_decay':decay,'tail_block':128, + 'alpha':E.display(alpha),'gamma':E.display(gamma),'delta':E.display(delta),'normalized_paid_upper':normalized}, + 'compiler':{'theta':theta,'logarithm_power':power,'eta':E.display(eta),'gap':gap,'H':H,'N':'2^'+str(H), + 'integer_test_exponent':right,'uniform_saving':params['complex_uniform_saving'],'word_materialized':False}, + 'nonrecursive':{'local_scalar':local['real_scalar_allowance'],'local_routes':local_routes, + 'raw_scalar_upper':raw,'raw_budget':10**9,'peak_owned_fields':local['peak_owned_fields'], + 'fixed_scalar_growth_bound':'At most 2^(16*26000) before native factors; a declared constant, not an attained norm.', + 'local_paid_rank_mass':local['paid_rank_mass'], + 'tensor_native_growth_bound':'Each rank-r Gaussian has row l1 norm at most 2^(rf); use local_paid_rank_mass for the whole word.'}, + 'ordinary_BIT':bit,'outer':outer, + 'negative_controls':{'old_cutoff':'Rejected by completion-tail ratio greater than one','old_BIT':'Rejected by outer inequalities'}}) diff --git a/research/p104-a2-cleanup-composition/verify.py b/research/p104-a2-cleanup-composition/verify.py new file mode 100644 index 0000000000..4f1fed596e --- /dev/null +++ b/research/p104-a2-cleanup-composition/verify.py @@ -0,0 +1,120 @@ +"""Replay the complete composed P104 supplier. Ali Romman with OpenAI Codex. + +The native, controller, interval, compiler and outer engines retain their +source authors and assumptions. Apache-2.0. +""" +import argparse +from copy import deepcopy +import gzip +from hashlib import sha256 +import importlib.util +import json +from pathlib import Path +import sys + +sys.dont_write_bytecode = True +HERE = Path(__file__).resolve().parent +sys.path.insert(0, str(HERE)) +import construct + + +def need(ok, why): + if not ok: + raise ValueError(why) + + +def load(path, name): + spec = importlib.util.spec_from_file_location(name, path) + module = importlib.util.module_from_spec(spec) + sys.modules[name] = module + spec.loader.exec_module(module) + return module + + +def reject(action): + try: + action() + except ValueError as e: + return str(e) + raise ValueError('Invalid control accepted') + + +def run(quick=False): + pins = json.loads((HERE/'SOURCE-CONTEXT.json').read_text()) + for p in pins: + raw = (HERE/p['local']).read_bytes() + need(len(raw) == p['size'] and sha256(raw).hexdigest() == p['sha256'], 'Exact source: '+p['local']) + neutral = HERE/'inputs/pr5644' + S = load(neutral/'sources.py', 'composed_sources') + cleanup = load(neutral/'construct.py', 'retained_cleanup') + with S.sources() as (parent, root): + L = load(parent/'local.py', 'local') + source = L.read(parent/'WORD.json.gz') + witnesses = L.read(neutral/'WITNESS.json') + word, changes, local, neutral_word, old = construct.compose(source, witnesses, cleanup, L) + need(neutral_word == L.read(neutral/'WORD.json.gz'), 'Exact regenerated PR5644 word') + need(construct.a2(source,L)['program'] == L.read(HERE/'inputs/pr5643/WORD.json.gz')['program'], 'Exact regenerated PR5643 word') + need(local['real_scalar_allowance'] == 220220, 'Complete ordinary scalar charge') + need((local['public_inputs'],local['owned_fields'],local['owned_lifetimes'],local['peak_owned_fields']) == (743,9,11,2), 'Complete input and owned inventory') + print('PASS both source constructions and both composition orders', flush=True) + if quick: + print('PASS_P104_A2_CLEANUP_QUICK', flush=True) + return None, word + columns = L.reverse_columns(word) + native = L.native(word) + C = load(root/'research/p104-productive-controller/caller.py', 'composition_caller') + caller = C.construct() + need(caller == L.read(root/'research/p104-productive-controller/CONTROLLER.json'), 'Exact retained caller') + physical = C.physical(caller, word) + print('PASS all columns, native phases and complete physical caller', flush=True) + original = (neutral/'pricing.py').read_text() + for before, after in json.loads((HERE/'PRICING-EDITS.json').read_text()): + need(original.count(before) == 1, 'Unique declared price edit') + original = original.replace(before, after) + need(original == (HERE/'pricing.py').read_text(), 'Only declared price changes') + P = load(HERE/'pricing.py', 'composition_price') + price = P.run(local,native,caller,physical) + print('PASS two exact moment engines, compiler and all outer predicates', price['raw_root_interval'], flush=True) + controls = C.controls(caller) + bad = deepcopy(word) + bad['program'].remove(['ADD',340,715,'-4',396]) + controls['missing_A2_correction'] = reject(lambda:L.replay(bad)) + bad = deepcopy(word) + bad['program'].pop(0) + controls['missing_helper_preparation'] = reject(lambda:L.replay(bad)) + bad = deepcopy(word) + bad['program'].pop(max(i for i,e in enumerate(bad['program']) if e[0] == 'CLEAR')) + controls['missing_owned_clear'] = reject(lambda:L.replay(bad)) + bad = deepcopy(local) + bad['paid'][1] -= 1 + controls['unfunded_query'] = reject(lambda:P.assemble(bad,native,caller,physical)) + bad = deepcopy(local) + bad['helpers'][1] += 1 + controls['extra_target'] = reject(lambda:P.assemble(bad,native,caller,physical)) + return P.encode(dict(status='PASS_P104_A2_CLEANUP_KAPPA_00310644469', + source_heads={str(p['pr']):p['commit'] for p in pins}, + changes=changes, local=local, separate_columns=columns, + native=native, physical=physical, complete_cost=price, controls=controls)),word + + +def main(): + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument('--write', action='store_true') + parser.add_argument('--quick', action='store_true') + args = parser.parse_args() + result, word = run(args.quick) + if args.quick: + return + for name, value in [('RESULT.json',result),('WORD.json.gz',word)]: + path = HERE/name + if args.write: + raw = (json.dumps(value,sort_keys=True,indent=None if name.endswith('.gz') else 2)+'\n').encode() + path.write_bytes(gzip.compress(raw,mtime=0) if name.endswith('.gz') else raw) + else: + raw = path.read_bytes() + need(json.loads(gzip.decompress(raw) if name.endswith('.gz') else raw) == value, 'Exact saved artifact: '+name) + print(result['status'],flush=True) + + +if __name__ == '__main__': + main() From 853192167b27d44aea0d4bc2b0d52d695fadc7c6 Mon Sep 17 00:00:00 2001 From: Ali Romman <226877337+aliromman@users.noreply.github.com> Date: Sun, 25 Oct 2026 21:45:47 -0500 Subject: [PATCH 2/2] Reconcile concurrent PR5650 as a corroborating replay and exact artifact comparison --- .../CONCURRENT-SOURCE.json | 20 + .../p104-a2-cleanup-composition/README.md | 26 +- .../p104-a2-cleanup-composition/TASK.json | 6 +- .../p104-a2-cleanup-composition/VERIFY.json | 25 +- .../p104-a2-cleanup-composition/compare.py | 55 ++ .../inputs/pr5650/FULL-RESULT.json | 789 ++++++++++++++++++ .../inputs/pr5650/NOTICE | 427 ++++++++++ .../inputs/pr5650/WORD.json.gz | Bin 0 -> 106632 bytes 8 files changed, 1342 insertions(+), 6 deletions(-) create mode 100644 research/p104-a2-cleanup-composition/CONCURRENT-SOURCE.json create mode 100644 research/p104-a2-cleanup-composition/compare.py create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5650/FULL-RESULT.json create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5650/NOTICE create mode 100644 research/p104-a2-cleanup-composition/inputs/pr5650/WORD.json.gz diff --git a/research/p104-a2-cleanup-composition/CONCURRENT-SOURCE.json b/research/p104-a2-cleanup-composition/CONCURRENT-SOURCE.json new file mode 100644 index 0000000000..74bc61b834 --- /dev/null +++ b/research/p104-a2-cleanup-composition/CONCURRENT-SOURCE.json @@ -0,0 +1,20 @@ +[ + { + "commit": "7916490124ac946704339a6a332bb76f06e5db5c", + "path": "research/p104-a2-neutral-cleanup/WORD.json.gz", + "local": "inputs/pr5650/WORD.json.gz", + "sha256": "e94809cecf9e9cba56dd7a8a11ff1edeedc4c34013ff6caebdaf3b021351cf8c" + }, + { + "commit": "7916490124ac946704339a6a332bb76f06e5db5c", + "path": "research/p104-a2-neutral-cleanup/FULL-RESULT.json", + "local": "inputs/pr5650/FULL-RESULT.json", + "sha256": "89c5b2bae30e73c626dfdfee3aebd1e8033d1f6d33688ba9d85ea502ef37c018" + }, + { + "commit": "7916490124ac946704339a6a332bb76f06e5db5c", + "path": "research/p104-a2-neutral-cleanup/NOTICE", + "local": "inputs/pr5650/NOTICE", + "sha256": "f7cdc54036e36f7b3409d988bcfea371627923bfca5f2fc2c6c7c8c1c7b65331" + } +] diff --git a/research/p104-a2-cleanup-composition/README.md b/research/p104-a2-cleanup-composition/README.md index 895ae580d2..7d5ef17a08 100644 --- a/research/p104-a2-cleanup-composition/README.md +++ b/research/p104-a2-cleanup-composition/README.md @@ -1,4 +1,28 @@ -# Complete P104 A2 and helper-cleanup composition +# Corroborating replay of the concurrent P104 composition + +## Concurrent result and contribution status + +PR5650 was published while the final checks for this package were running. +The next upstream refresh found the overlap. The two emitted programs differ +only in their schema labels. Every instruction, frame, boundary, native map, +physical caller and complete invoice agrees exactly. The pinned comparison +is in CONCURRENT-SOURCE.json and compare.py. Both constructions were prepared +from PR5643/5644 before this cross-comparison. + +This package is retained as a separate construction/replay and exact artifact +comparison. It is not a new mechanism beyond PR5650. The 10^-11 difference in +the chosen claim is not counted as a research improvement. This concurrent +result is excluded from the donor's ten-result quota. Shared frozen check +engines are reused; this is not an independent implementation of every engine, +independent human scientific review or scientific admission of PR5650. + +The normal and optimized full replays and the Git-free full replay were +completed at bdf59f7af8049ef226e3c68ee730c2ac12d8a421. The reconciliation adds +only frozen comparison inputs, a comparison checker and explanatory prose. +The scientific constructor, verifier, pricing engine, emitted word and receipt +are unchanged. The comparison runs in normal and optimized mode and includes +a missing-event rejection control. The revised committed export is checked. + This construction supports conditional **kappa = 0.00310644469**. It composes the paid A2 path of PR5643 with the three helper cleanups of PR5644 in one diff --git a/research/p104-a2-cleanup-composition/TASK.json b/research/p104-a2-cleanup-composition/TASK.json index 21f0923d42..305f2617b2 100644 --- a/research/p104-a2-cleanup-composition/TASK.json +++ b/research/p104-a2-cleanup-composition/TASK.json @@ -80,13 +80,13 @@ ] }, "scope_status": "refined", - "actual_scope": "Compose the published PR5643 paid A2 change with PR5644 helper cleanup in one fully priced word.", - "scope_change_reason": "The two published mechanisms share PR5627 but do not supply their common chronological word or complete invoice.", + "actual_scope": "Corroborate the concurrent PR5650 P104 composition with a separately constructed full replay and exact word/invoice comparison.", + "scope_change_reason": "A refreshed overlap check found PR5650 after both proposals were published. The exact programs agree. Reclassify as corroboration and exclude this overlap from the ten-result quota.", "bottleneck_link": "The composition preserves all target credit and makes a further strict reduction in the complete paid Gaussian moment.", "budget_minutes": 120, "stop_rule": "Stop after the exact four-change composition, both-order identity, all-column/native/caller and complete cost checks. Do not search new motifs or take active scopes.", "outcome": "completed", - "evidence": "WORD.json.gz, RESULT.json, construct.py and verify.py; conditional kappa .00310644469 under source assumptions.", + "evidence": "WORD.json.gz, RESULT.json, construct.py and verify.py; conditional kappa .00310644469 under source assumptions. CONCURRENT-SOURCE.json and compare.py establish exact equivalence with PR5650; no distinct mechanism is claimed.", "author": "Ali Romman with substantial OpenAI Codex assistance", "ai_assistance": "Substantial OpenAI Codex assistance for construction, verification, prose and publication. No subagents or independent human review.", "open_questions": [ diff --git a/research/p104-a2-cleanup-composition/VERIFY.json b/research/p104-a2-cleanup-composition/VERIFY.json index 487e3fc5e2..24db2ec663 100644 --- a/research/p104-a2-cleanup-composition/VERIFY.json +++ b/research/p104-a2-cleanup-composition/VERIFY.json @@ -14,7 +14,7 @@ "-B", "{package}/verify.py" ], - "timeout_seconds": 600, + "timeout_seconds": 570, "checks": "Both composition orders, both exact source words, all columns/native phases, full caller, two rational moments, complete compiler/outer costs and corruption controls." }, { @@ -27,8 +27,29 @@ "-B", "{package}/verify.py" ], - "timeout_seconds": 600, + "timeout_seconds": 570, "checks": "Both composition orders, both exact source words, all columns/native phases, full caller, two rational moments, complete compiler/outer costs and corruption controls." + }, + { + "argv": [ + "{python}", + "-I", + "-B", + "{package}/compare.py" + ], + "timeout_seconds": 20, + "checks": "Authenticate PR5650 and compare the entire program, native maps, caller and invoice; reject a missing event." + }, + { + "argv": [ + "{python}", + "-I", + "-O", + "-B", + "{package}/compare.py" + ], + "timeout_seconds": 20, + "checks": "Authenticate PR5650 and compare the entire program, native maps, caller and invoice; reject a missing event." } ] } diff --git a/research/p104-a2-cleanup-composition/compare.py b/research/p104-a2-cleanup-composition/compare.py new file mode 100644 index 0000000000..6bf7bf1f61 --- /dev/null +++ b/research/p104-a2-cleanup-composition/compare.py @@ -0,0 +1,55 @@ +"""Compare the concurrent P104 artifacts. Ali Romman with OpenAI Codex. Apache-2.0.""" +from copy import deepcopy +from hashlib import sha256 +import gzip +import json +from pathlib import Path + +HERE = Path(__file__).resolve().parent + + +def need(ok, why): + if not ok: + raise ValueError(why) + + +def read(path): + raw = path.read_bytes() + return json.loads(gzip.decompress(raw) if path.suffix == '.gz' else raw) + + +def compare_word(a, b): + need(a.keys() == b.keys(), 'Same complete word fields') + need({k for k in a if a[k] != b[k]} == {'schema'}, 'Only the schema label differs') + return sha256(json.dumps({k:v for k,v in a.items() if k != 'schema'},sort_keys=True,separators=(',',':')).encode()).hexdigest() + + +def main(): + pins = read(HERE/'CONCURRENT-SOURCE.json') + for row in pins: + need(sha256((HERE/row['local']).read_bytes()).hexdigest() == row['sha256'], 'Exact concurrent source pin') + a,b = read(HERE/'WORD.json.gz'),read(HERE/'inputs/pr5650/WORD.json.gz') + digest = compare_word(a,b) + mutant = deepcopy(b) + mutant['program'].pop() + try: + compare_word(a,mutant) + except ValueError: + pass + else: + raise ValueError('Missing-event control accepted') + a,b = read(HERE/'RESULT.json'),read(HERE/'inputs/pr5650/FULL-RESULT.json') + for key in ['local','native','physical']: + need(a[key] == b[key], 'Same full scientific result: '+key) + need(a['separate_columns'] == b['transpose'], 'Same complete dense-column result') + shared = ['paid','targets','productive_fields','paid_calls','rank_mass_surplus','raw_root_interval', + 'raw_ceiling','nonrecursive','ordinary_BIT','full_forward_calls','query_shears','whole_idle_jobs'] + for key in shared: + need(a['complete_cost'][key] == b['complete_cost'][key], 'Same invoice property: '+key) + print('PASS_CONCURRENT_P104_SAME_WORD_AND_INVOICE') + print('shared_word_sha256='+digest) + print('The two claim/test points differ. They do not define different mechanisms.') + + +if __name__ == '__main__': + main() diff --git a/research/p104-a2-cleanup-composition/inputs/pr5650/FULL-RESULT.json b/research/p104-a2-cleanup-composition/inputs/pr5650/FULL-RESULT.json new file mode 100644 index 0000000000..e64b25fb0d --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5650/FULL-RESULT.json @@ -0,0 +1,789 @@ +{ + "candidate_payload_sha256": "42fe73e3240340aa185aab3cf976f8f6b783603b4d5513345519a260c1253d4a", + "cleanup_changes": [ + { + "cancellation": [ + [ + "ADD", + 291, + 293, + "1", + 234 + ], + [ + "SCALE", + 291, + "-1/2", + 234 + ] + ], + "cut": 10627, + "events": 25447, + "frame": 234, + "helper": 291, + "paid": { + "1": 2199, + "2": 457, + "3": 493, + "4": 91, + "5": 161, + "6": 20, + "7": 15 + }, + "preparation": [ + [ + "ADD", + 291, + 39, + "1", + 3 + ], + [ + "ADD", + 291, + 293, + "-1/2", + 3 + ], + [ + "ADD", + 291, + 303, + "1", + 3 + ] + ], + "removed_scalar_events": [ + [ + "SCALE", + 291, + "-1/2", + 234 + ], + [ + "ADD", + 291, + 289, + "1/2", + 234 + ], + [ + "ADD", + 291, + 39, + "1/2", + 234 + ], + [ + "ADD", + 291, + 40, + "1/2", + 234 + ], + [ + "ADD", + 291, + 18, + "-1/2", + 234 + ], + [ + "ADD", + 291, + 55, + "-1", + 234 + ] + ], + "scalar": 220152 + }, + { + "cancellation": [ + [ + "ADD", + 321, + 22, + "-2", + 237 + ], + [ + "ADD", + 321, + 320, + "3/2", + 237 + ], + [ + "ADD", + 321, + 330, + "-2", + 237 + ] + ], + "cut": 11072, + "events": 25447, + "frame": 237, + "helper": 321, + "paid": { + "1": 2198, + "2": 457, + "3": 493, + "4": 91, + "5": 160, + "6": 21, + "7": 15 + }, + "preparation": [ + [ + "ADD", + 321, + 34, + "2", + 3 + ], + [ + "ADD", + 321, + 320, + "2", + 3 + ], + [ + "ADD", + 321, + 330, + "-2", + 3 + ] + ], + "removed_scalar_events": [ + [ + "ADD", + 321, + 320, + "1", + 237 + ], + [ + "ADD", + 321, + 23, + "-1", + 237 + ], + [ + "ADD", + 321, + 22, + "-1", + 237 + ], + [ + "ADD", + 321, + 108, + "1", + 237 + ], + [ + "ADD", + 321, + 49, + "-1", + 237 + ] + ], + "scalar": 220176 + }, + { + "cancellation": [ + [ + "ADD", + 369, + 26, + "-2", + 243 + ], + [ + "ADD", + 369, + 368, + "3/2", + 243 + ], + [ + "ADD", + 369, + 378, + "2", + 243 + ] + ], + "cut": 11718, + "events": 25449, + "frame": 243, + "helper": 369, + "paid": { + "1": 2197, + "2": 457, + "3": 493, + "4": 91, + "5": 159, + "6": 22, + "7": 15 + }, + "preparation": [ + [ + "ADD", + 369, + 3, + "2", + 3 + ], + [ + "ADD", + 369, + 372, + "2", + 3 + ], + [ + "ADD", + 369, + 378, + "2", + 3 + ], + [ + "ADD", + 369, + 382, + "2", + 3 + ], + [ + "ADD", + 369, + 383, + "-2", + 3 + ] + ], + "removed_scalar_events": [ + [ + "ADD", + 369, + 368, + "1", + 243 + ], + [ + "ADD", + 369, + 26, + "-1", + 243 + ], + [ + "ADD", + 369, + 95, + "-1", + 243 + ], + [ + "ADD", + 369, + 8, + "1", + 243 + ], + [ + "ADD", + 369, + 80, + "-1", + 243 + ] + ], + "scalar": 220220 + } + ], + "complete_cost": { + "compiler": { + "H": 80511200000000000, + "N": "2^80511200000000000", + "eta": { + "lower": "0.000000132842965546357133068088", + "upper": "0.000000132842965546357133068089" + }, + "gap": "1/1400000000000", + "integer_test_exponent": 57508, + "logarithm_power": 1024, + "theta": "63/64", + "uniform_saving": "2174511279/700000000000", + "word_materialized": false + }, + "full_forward_calls": 18, + "gain": "18133/100000000000", + "kappa": "77661117/25000000000", + "kappa_decimal": ".00310644468", + "margin_at_previous": { + "lower": "0.044072122145674172679584329881", + "upper": "0.044072122145674172679584329882" + }, + "negative_controls": { + "old_BIT": "Rejected by outer inequalities", + "old_cutoff": "Rejected by completion-tail ratio greater than one" + }, + "nonrecursive": { + "fixed_scalar_growth_bound": "At most 2^(16*26000) before native factors; a declared constant, not an attained norm.", + "local_paid_rank_mass": 5986, + "local_routes": 5172000, + "local_scalar": 220220, + "peak_owned_fields": 2, + "raw_budget": 1000000000, + "raw_scalar_upper": 184647552, + "tensor_native_growth_bound": "Each rank-r Gaussian has row l1 norm at most 2^(rf); use local_paid_rank_mass for the whole word." + }, + "ordinary_BIT": { + "admitted": "17/5000", + "after_cover": "69/20000", + "atom": "1/250", + "before_cover": "3459/1000000", + "ordinary_saving": "8590884599/2500000000000", + "prime_rule": "odd q > 2^26*N^5 avoiding all fixed denominators and rank witnesses" + }, + "outer": { + "functional_checks": { + "actual_new_BIT_stock_sublinear": "348599999999253/350000000000000", + "fixed_halo_explicit_metadata_branch": "26950000000001/350000000000", + "new_BIT_row_stock_sublinear_in_active_group": "1395799999997009/1400000000000000", + "new_semantic_group_guard": "3/1400000000000" + }, + "margins": { + "boundary_algebraic_matrix": "1217726315679130195489/392000000000000000000000", + "fused_gaussian": "1217726315677390586467/392000000000000000000000", + "global_coordinate_router": "1087255639/350000000000", + "group_bit_router": "1522157894946738233083/490000000000000000000000", + "group_scans": "699999999999/700000000000", + "main_transform": "1217726315399130195489/392000000000000000000000", + "microbox_face_corrections": "26950000000001/350000000000", + "polynomial_products": "1399999999999/1400000000000", + "sparse_union_movement": "160467726315679130195489/392000000000000000000000" + }, + "parameters": { + "a": "1087255639/350000000000", + "b": "4349022557/1400000000000", + "beta": "1399999999997/1400000000000", + "bit_saving": "17/5000", + "cap_xi": "356467726315399130195489/392000000000000000000000", + "complex_uniform_saving": "2174511279/700000000000", + "d": "1/1400000000000", + "epsilon": "1399999999999/1400000000000", + "kappa": "77661117/25000000000", + "lambda_": "398757422127/400000000000", + "lambda_prime": "279130195489/280000000000", + "layout": "1/1400000000000", + "q": "869804511/280000000000", + "r0": "1/14000000000000", + "stop": "1/1400000000000", + "tested_saving": "621288937/200000000000" + }, + "strict_checks": { + "actual_bit_above_effective": "102744361/350000000000", + "actual_logarithmic_gamma_guard": "1/1400000000000", + "actual_logarithmic_group_guard": "35532273685020869804511/196000000000000000000000", + "alpha_logarithm_absorption": "1/14000000000000", + "boundary_algebraic_matrix_above_kappa": "1119130195489/392000000000000000000000", + "cap_above_band": "160467726315399130195489/392000000000000000000000", + "cap_below_cell": "35532273684320869804511/392000000000000000000000", + "cap_below_phase_cell_power": "427532273684600869804511/392000000000000000000000", + "complex_above_effective": "1/1400000000000", + "complex_below_one_over_32": "39400977443/1400000000000", + "complex_endpoint": "1/700000000000", + "epsilon_below_one": "1/1400000000000", + "epsilon_positive": "1399999999999/1400000000000", + "fine_prime_halo_umbrella": "7/2", + "fused_gaussian_above_kappa": "1117390586467/392000000000000000000000", + "gaussian_above_main": "139130195489/196000000000000000000000", + "global_coordinate_router_above_kappa": "1/350000000000", + "global_gamma_power_slack": "9/14000000000000", + "group_below_dimension": "1/700000000000", + "group_bit_router_above_kappa": "1746738233083/490000000000000000000000", + "group_gauge_power_slack": "35532273685006869804511/196000000000000000000000", + "group_key_fits_record": "1/700000000000", + "group_positive": "1399999999997/1400000000000", + "group_scans_above_kappa": "697825488723/700000000000", + "halo_covers_generic_inverse_radius": "5", + "improvement_over_user_baseline": "687737130400418148631/500000000000000000000000", + "lambda_above_internal": "1/2800000000000", + "lambda_above_sigma": "3/2800000000000", + "lambda_above_tau": "1/2800000000000", + "lambda_prime_above_lambda": "1/2800000000000", + "lambda_prime_above_leaf": "2795650977443/1960000000000000000000000", + "leaf_saving_above_effective": "1395650977443/1960000000000000000000000", + "main_transform_above_kappa": "839130195489/392000000000000000000000", + "membership_arithmetic_fits_record": "1/1400000000000", + "microbox_face_corrections_above_kappa": "26948912744363/350000000000", + "microbox_halo_volume": "110600000000003/1400000000000", + "new_complex_uniform_saving_above_b": "1/1400000000000", + "new_semantic_guard_with_C1_one": "1/1400000000000", + "polynomial_products_above_kappa": "1395650977447/1400000000000", + "positive_layout_slack": "1/1400000000000", + "q_below_effective": "1/1400000000000", + "q_below_internal": "1/1400000000000", + "q_below_leaf": "2795650977443/1960000000000000000000000", + "q_positive": "869804511/280000000000", + "short_record_fallback": "1395650977443/1400000000000", + "source_axis_superpolynomial": "1/1400000000000", + "sparse_union_movement_above_kappa": "159250000001119130195489/392000000000000000000000", + "stop_below_one": "1399999999999/1400000000000", + "stop_positive": "1/1400000000000", + "strassen_integer_power_gap": "1951441519231", + "support_router_span": "3/1400000000000", + "theta_positive_polynomial_power": "2", + "union_header_fits_record": "3/1400000000000", + "union_tag_work_per_visit_fits_record": "3/1400000000000" + } + }, + "paid": { + "1": 41106, + "16": 416, + "2": 8226, + "24": 416, + "3": 8874, + "32": 416, + "4": 1638, + "40": 416, + "48": 416, + "5": 2862, + "56": 416, + "6": 396, + "64": 416, + "7": 270, + "72": 208 + }, + "paid_calls": 66492, + "previous_open_pr5627": "62125267/20000000000", + "productive_fields": 12958, + "query_shears": 15, + "rank_mass_surplus": 760, + "raw_ceiling": { + "derivative_upper": "-46262147594541099508843083517426769431530571502553738606261941/196159429230833773869868419475239575503198607639501078528", + "interval": [ + "0", + "17/5000" + ] + }, + "raw_headroom": [ + "1581/100000000000000", + "791/50000000000000" + ], + "raw_root_interval": [ + "310644469581/100000000000000", + "155322234791/50000000000000" + ], + "relative_gain_percent": "362660/62125267", + "strictification": { + "alpha": { + "lower": "0.999999999989000727034318538265", + "upper": "0.999999999989000727034318538266" + }, + "cutoff": 17, + "delta": { + "lower": "0.967531019705250195840076347630", + "upper": "0.967531019705250195840076347631" + }, + "floor": 18, + "gamma": { + "lower": "0.968151249902445992824910038589", + "upper": "0.968151249902445992824910038590" + }, + "normalized_paid_upper": "1048576000976562501/1048576001073741824", + "power": 1024, + "reserve": "1/1000000000000", + "tail_block": 128, + "tail_decay": "39/40", + "tail_offset": "1/5", + "tested": "621288937/200000000000" + }, + "targets": { + "1": 36, + "145": 208, + "17": 416, + "2": 72, + "25": 416, + "33": 416, + "4": 1638, + "41": 416, + "49": 416, + "5": 108, + "57": 416, + "65": 416, + "7": 90, + "73": 208, + "8": 288, + "9": 7398 + }, + "whole_idle_jobs": 3120 + }, + "controls": { + "extra_target_credit": "Every productive helper has a native target", + "false_cleanup_cancellation": "Exact prefix relation on every input", + "missing_A2_correction": "All public and owned rows", + "missing_central_translation": "Rejected by the complete Laurent endpoint", + "missing_input_basis": "All public and owned rows", + "missing_owned_erasure": "All public and owned exits", + "source_byte_mutation_inputs/pr5643/WORD.json.gz": "Exact retained source SHA256 inputs/pr5643/WORD.json.gz", + "source_byte_mutation_inputs/pr5643/construct.py": "Exact retained source SHA256 inputs/pr5643/construct.py", + "source_byte_mutation_inputs/pr5643/inputs/pr5627-WORD.json.gz": "Exact retained source SHA256 inputs/pr5643/inputs/pr5627-WORD.json.gz", + "source_byte_mutation_inputs/pr5643/inputs/pr5627-local.py": "Exact retained source SHA256 inputs/pr5643/inputs/pr5627-local.py", + "source_byte_mutation_inputs/pr5644/NOTICE": "Exact retained source SHA256 inputs/pr5644/NOTICE", + "source_byte_mutation_inputs/pr5644/PROOF.md": "Exact retained source SHA256 inputs/pr5644/PROOF.md", + "source_byte_mutation_inputs/pr5644/README.md": "Exact retained source SHA256 inputs/pr5644/README.md", + "source_byte_mutation_inputs/pr5644/RESULT.json": "Exact retained source SHA256 inputs/pr5644/RESULT.json", + "source_byte_mutation_inputs/pr5644/SOURCES.json": "Exact retained source SHA256 inputs/pr5644/SOURCES.json", + "source_byte_mutation_inputs/pr5644/TASK.json": "Exact retained source SHA256 inputs/pr5644/TASK.json", + "source_byte_mutation_inputs/pr5644/VALIDATION.md": "Exact retained source SHA256 inputs/pr5644/VALIDATION.md", + "source_byte_mutation_inputs/pr5644/VERIFY.json": "Exact retained source SHA256 inputs/pr5644/VERIFY.json", + "source_byte_mutation_inputs/pr5644/WITNESS.json": "Exact retained source SHA256 inputs/pr5644/WITNESS.json", + "source_byte_mutation_inputs/pr5644/WORD.json.gz": "Exact retained source SHA256 inputs/pr5644/WORD.json.gz", + "source_byte_mutation_inputs/pr5644/construct.py": "Exact retained source SHA256 inputs/pr5644/construct.py", + "source_byte_mutation_inputs/pr5644/inputs/pr5627-source.tar": "Exact retained source SHA256 inputs/pr5644/inputs/pr5627-source.tar", + "source_byte_mutation_inputs/pr5644/pricing.py": "Exact retained source SHA256 inputs/pr5644/pricing.py", + "source_byte_mutation_inputs/pr5644/sources.py": "Exact retained source SHA256 inputs/pr5644/sources.py", + "source_byte_mutation_inputs/pr5644/verify.py": "Exact retained source SHA256 inputs/pr5644/verify.py", + "undercharged_A2_child": "Complete rank surplus", + "unpaid_query": "Complete field and call counts", + "wrong_A2_contact_frame": "Scalar destination and coefficient", + "wrong_cleanup_cut": "Exact chronological anchor" + }, + "delta_vs_pr5627": { + "1": -3, + "2": 1, + "3": -1, + "5": -4, + "6": 4 + }, + "delta_vs_pr5643": { + "1": -3, + "5": -3, + "6": 3 + }, + "delta_vs_pr5644": { + "2": 1, + "3": -1, + "5": -1, + "6": 1 + }, + "foundation_files": [ + "research/p104-productive-controller/caller.py", + "research/p104-productive-controller/CONTROLLER.json", + "research/joint-helper-lattice/CONTROLLER.json", + "research/p104-native-channel/vendor/clifford_exact.py", + "research/p104-native-channel/vendor/native_verify.py", + "research/pr4359-p7-padding/native_inventory.py", + "research/kappa-0023-productive-jobs/dependencies/kappa-next-regime/direct-decoder/sources/DATA-PHASES.json", + "research/higher-moment-strictification/verify.py", + "research/kappa-rebuild/architecture/mixed_target_probe.py", + "research/pr4359-p7-padding/dependencies/compiler-refill/endpoint.py", + "research/query-thinned-controllers/RESULT.json", + "research/p104-helper-subspace-splits/inputs/PR5580-WORD.json.gz", + "research/p104-helper-subspace-splits/inputs/PR5565-WORD.json.gz", + "research/p104-helper-subspace-splits/inputs/PR5601-WORD.json.gz", + "research/p104-helper-subspace-splits/inputs/PR5602-construct.py", + "research/p104-helper-subspace-splits/inputs/PR5602-WITNESS.json", + "research/p104-helper-subspace-splits/inputs/PR5605-construct.py", + "research/p104-helper-subspace-splits/inputs/PR5606-construct.py", + "research/p104-helper-subspace-splits/inputs/PR5612-delayed.py" + ], + "local": { + "endpoint_coefficients": 565504, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "owned_fields": 9, + "owned_lifetimes": 11, + "paid": { + "1": 2197, + "2": 457, + "3": 493, + "4": 91, + "5": 159, + "6": 22, + "7": 15 + }, + "paid_rank_mass": 5986, + "peak_owned_fields": 2, + "public_inputs": 743, + "real_scalar_allowance": 220220 + }, + "native": { + "distinct_maps": 2916, + "helper_normalizers": 1070, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "main_adapters": 208, + "proof": "Every signed Pauli image and exact global phase; frame induction at every positive tensor width", + "recipe_payload_sha256": "4b1cbe1539a57fa2fac54b3d4e7a509bc9fe6cada4ad9f7ce29814f71c4b6760", + "wrong_phase_rejected": true + }, + "physical": { + "central_square_columns": 53248, + "full_calls": 18, + "main_targets": { + "145": 208, + "17": 416, + "25": 416, + "33": 416, + "41": 416, + "49": 416, + "57": 416, + "65": 416, + "73": 208 + }, + "new_paid_jobs": 0, + "physical_contacts": 7488, + "ports": 104, + "route_payload_sha256": "7f4f0ca768ffbc4f93dcff575592c4c67411f46b4289e45b73f715a2ad47b142", + "tensor_rule": "Factorwise native maps; scalar signs stay outside the tensor power.", + "whole_idle_jobs": { + "16": 416, + "24": 416, + "32": 416, + "40": 416, + "48": 416, + "56": 416, + "64": 416, + "72": 208 + }, + "wrapper_sites": [ + 1, + 3, + 5, + 7, + 9, + 11, + 13, + 15, + 17, + 19, + 21, + 23, + 25, + 27, + 29, + 31 + ] + }, + "previous_local": { + "pr5627": { + "endpoint_coefficients": 565504, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "owned_fields": 9, + "owned_lifetimes": 11, + "paid": { + "1": 2200, + "2": 456, + "3": 494, + "4": 91, + "5": 163, + "6": 18, + "7": 15 + }, + "paid_rank_mass": 5986, + "peak_owned_fields": 2, + "public_inputs": 743, + "real_scalar_allowance": 220154 + }, + "pr5643": { + "endpoint_coefficients": 565504, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "owned_fields": 9, + "owned_lifetimes": 11, + "paid": { + "1": 2200, + "2": 457, + "3": 493, + "4": 91, + "5": 162, + "6": 19, + "7": 15 + }, + "paid_rank_mass": 5986, + "peak_owned_fields": 2, + "public_inputs": 743, + "real_scalar_allowance": 220166 + }, + "pr5644": { + "endpoint_coefficients": 565504, + "helpers": { + "1": 2, + "2": 4, + "4": 91, + "5": 6, + "7": 5, + "8": 16, + "9": 411 + }, + "owned_fields": 9, + "owned_lifetimes": 11, + "paid": { + "1": 2197, + "2": 456, + "3": 494, + "4": 91, + "5": 160, + "6": 21, + "7": 15 + }, + "paid_rank_mass": 5986, + "peak_owned_fields": 2, + "public_inputs": 743, + "real_scalar_allowance": 220208 + } + }, + "sources": { + "pr5643": "a3ff5c628bfc8825553d62d913f3e91f75d6825f", + "pr5644": "c5871955d89bf73506fd68b0a5bf1cf2b3153c02" + }, + "status": "PASS_P104_COMPOSED_KAPPA_00310644468", + "target_delta": {}, + "transpose": { + "arithmetic": "Dense integer rows with binary denominators; reverse chronology", + "coefficients": 565504, + "columns": 752 + } +} diff --git a/research/p104-a2-cleanup-composition/inputs/pr5650/NOTICE b/research/p104-a2-cleanup-composition/inputs/pr5650/NOTICE new file mode 100644 index 0000000000..329998cf2d --- /dev/null +++ b/research/p104-a2-cleanup-composition/inputs/pr5650/NOTICE @@ -0,0 +1,427 @@ +A sharper exponent for integer multiplication +Copyright 2026 Douglas Colkitt + +This project includes unmodified source files from OpenAI's manuscript +"Integer multiplication below n log n" and its accompanying repository: +https://github.com/openai/math +Commit: adc7f1241b42e322a6451854ab7e4b4c146bf78a + +The original manuscript identifies OpenAI as its author. Its Apache-2.0 +license is retained at upstream/LICENSE. The exact source URLs and hashes +are recorded in upstream/manifest.json. Proposed modifications are supplied +as separate files under patches/; upstream source files remain unchanged. + +The original local research note, scripts, certificates, patches, and +documentation were prepared by Douglas Colkitt with assistance from OpenAI +Codex. The community release incorporates work by the contributors identified +in the notices below; it is not solely Douglas Colkitt's work. +This project is not an official OpenAI release or an OpenAI endorsement. + +Related contributions (not imported in this checkpoint): +Zhihao Chen (jacklightChen), PR #7, supplied an earlier ternary five-subset +motif, finite-alphabet transfer and a different compressed producer: +https://github.com/CrocSwap/integer-mult-bounds/pull/7 +The present checkpoint claims no priority for that motif. Related compressed +complex-network work was submitted by eumemic in PR #3: +https://github.com/CrocSwap/integer-mult-bounds/pull/3 +The pending contributions and their stronger bounds require their own review; +this notice does not represent adoption or verification of their claims. + +Additional community work, including parallel and superseded submissions, is +acknowledged in CONTRIBUTORS.md, with pinned submission metadata in +docs/research/contribution-snapshot.json. These acknowledgements do not imply +joint authorship of the checkpoint, incorporation of pending code, or verification +of submitted mathematical claims. Original source-specific notices remain in force. + +Community release (accepted by conditional maintainer audit): +The following original contributor notices apply to the imported PR #39 chain. +The preceding non-import statements describe the preserved 2^-30 checkpoint. + +Ternary five-subset construction and common-four-point resynthesis +Copyright 2026 Zhihao Chen (jacklightChen) + +This is Zhihao Chen's first submission of this specific construction to this +repository. Research, proof development, code and verification were prepared +with substantial assistance from GPT-6 Astra (OpenAI Codex), as identified by +the contributor. This is not independent review or an OpenAI endorsement. +Future research building on this contribution should explicitly acknowledge +Zhihao Chen (jacklightChen), cite the accompanying note and pull request, and +retain the preceding contributors' attribution. This notice records research +provenance; the repository's Apache-2.0 license remains unchanged. + +Dependencies retained from eumemic's Claude-assisted PRs #3 and #5: +https://github.com/CrocSwap/integer-mult-bounds/pull/3 +https://github.com/CrocSwap/integer-mult-bounds/pull/5 +PR #5 commit: d3d370c34937503bd3fa63c83d505a05e8e50893 +These include complex_circuit.py, complex_network.py, fast_gaussian.py, +their generators, construction notes and certificates. The Gaussian input +scaling proof is corrected in this derivative; see the modification notice below. +Aligned pairing also appears in Bortlesboat's PR #2. Retained totals and bank +sharing appear in dleen's PR #4 and cheaper retained centers in eumemic's PR #6. +Their results and ideas are credited separately from this new construction. + +Bulk recursion and controlled tensor basis, 8 October 2026 +Copyright 2026 icekylinx + +The new projector batching, controlled simultaneous basis, mixed-width tape +recursions, whole-residual complex recursion, and dependency-path precision +guard in the batched-23 proof package are contributed by icekylinx, developed +with substantial OpenAI GPT-6 Astra assistance. Review corrections and +repository integration were prepared with OpenAI Codex assistance. They build on the retained +PR #7 finite producers and the preceding contributions credited above. +The new package retains the repository's Apache-2.0 license and the original +authors' attribution. It is not an official OpenAI release or endorsement. + +Modification notice, 8 October 2026 (icekylinx): the retained fast Gaussian +proof now bounds shifted approximation error by F=2^ceil(1.14 alpha^2). +The P=34p precision budget and asymptotic exponent are unchanged. New batching +checks are integrated into make verify. Existing attribution and licenses +are retained. + +Partial-swap extension, 8 October 2026 +Copyright 2026 icekylinx + +The partial-swap framing, binary retained-total triple construction, +dependency-preserving positive labels and carrier reuse, unequal (25,23,57) +common basis, improved complex batching, and exact assembly are contributed +by icekylinx with substantial OpenAI GPT-6 Astra and Codex assistance. +This extension directly inherits PR #10, commit +62691e395a0458ce089a1c7b5d89e74291e95e29. The portable producer adapters +modify the retained paired-exclusion and shared-point implementations credited +above. The original licenses, attribution, and Gaussian correction are retained. + +Endpoint-gauge extension, 8 October 2026 +Copyright 2026 icekylinx + +The complementary auxiliary endpoint gauges, (32,30,40) controlled basis, +general nondegenerate binary phase residuals, retained-center complex producer, +updated path guard and exact assembly are contributed by icekylinx with +substantial OpenAI GPT-6 Astra and Codex assistance. This extension inherits +f2ab41aebad47861caf6316282c1793e5513845e and its PR #10 ancestry. New portable +adapters retain the paired-exclusion and shared-point contributions credited +above. Original licenses, notices and the Gaussian correction are retained. + +Structured-basis and semantic-bulk extension, 8 October 2026 +Copyright 2026 icekylinx + +The selected (32,30,36) bit construction, A1/A5 block refinements, fixed +middle-axis I+J profiles with bounded-minor CRT certificates, mixed dyadic +complex centers, complete data-front batching and circuit-specific assembly +are contributed by icekylinx with substantial OpenAI GPT-6 Astra and Codex +assistance. The immediate parent is ed90fd940279c336ebc45968631bdebfb087b505. + +The semantic/bulk compatibility argument, literal scalar charge, product row +stock and parameterization adapt Zhihao Chen (jacklightChen)'s PR #23, +commit 661ebabc1076c9f525d7ce4967c876b203fa9827. Translated complex endpoints +are adopted from the same contributor's PR #21, +commit 5ba6cf0bfb68f2be8d15610e7972207c50254d6a, following eumemic's source-frame +work and the earlier nested-basis contributions. + +Completed-child semantic precision, arbitrary-coordinate routing, phase-cell +Gaussian inversion and bulk tape transfer are credited to the RaD project +(hipotures), commit 45d9b60355872041f9275f77c057514def0d45bc, exposed through +PR #20 at 4f8d6c8272b5ff307a0da51df545ec3cd96a8b6e. Their selected proof +sources retain their separate CC0 license and original NOTICE under +references/semantic-bulk/rad20. The PR #23 source retains its recorded OpenAI +Codex assistance; RaD retains its recorded Codex and GPT-6.1-Sol Ultra +assistance. These are source attributions, not claims about this session's +runtime model. Related contributions by Rohan Arun and Aurel Prosz remain +acknowledged in the imported notices. No exclusive priority or additional +license condition is asserted. + +Copied retained-center extension, 8 October 2026 +Copyright 2026 icekylinx + +The copied retained-center schedule in both orientations, its complex-phase +transfer, the Wm-N+L rank budget, and the selected (25,23)/(28,28) composition +are contributed by icekylinx with substantial OpenAI GPT-6 Astra and Codex +assistance. This extension inherits PR #32 at +0ef3aeb61f55cc0b321ce6a0ef00acee25cefe52 and the preceding PR #10/#18/#24 work. + +The two-stage topology and paid copied-stream endpoint correction are due +to Aurel Prosz (Paureel), c82d09eb4781b68435e3fa3eb6beea72fa900fab, +through Zhihao Chen (jacklightChen)'s PR #29 unequal-axis composition, +9d963275075fa98f1da821e27757b238dafd6b3c. That source also credits Swapnil +Jain's two-stage development at ae405eb474d1486b2d8aef90139869f927f4836a. + +The contiguous corner method, incidence factorization and exact partition +certificates are due to Rohan Arun (PR #31), method commit +02f68f95369c39955c5ffcfddbd75cd83e26b305. The selected (25,23) certificate +specializes Dominik Scholz's parameterization (PR #33), +a499a345c040aa15b68e984a0904eadc485c7a7e. Their source notices and proof +snapshots are preserved in references/copied-centers. Historical OpenAI +Codex, GPT-6 Astra and Anthropic Claude Opus 5.5 assistance is credited to +the respective imported sources. Existing PR #21/#23 and RaD attribution, +licenses and the Gaussian correction remain in force. + +Copied centers with reversed (23,25) data corners, 2026-10-08 +Rohan Arun with substantial OpenAI Codex assistance supplies the composition, +exact dimension23 controls and cost/assembly integration. James Chang's PR34 +supplies the reversed boundary family; icekylinx's PR36 supplies copied retained +centers and the selected complex graph. The balanced assembly remains attributed +to RaD/hipotures and its PR34 specialization. Retain Dominik Scholz PR33, Rohan +Arun PR31, Zhihao Chen PR29/21/23, Paureel/Aurel Prosz, Swapnil Jain, icekylinx, +eumemic, Douglas Colkitt, OpenAI and all earlier notices and hypotheses. +This is not a claim of formal verification, new foundational rank identities, +global optimality or measured runtime speedup. + +Fixed middle basis with copied reversed corners (2026-10-08): +Rohan Arun, with substantial OpenAI Codex assistance. Composition and +simultaneous-basis proof retain icekylinx PR32/36, James Chang PR34, +Dominik Scholz PR35/38, Zhihao Chen, Paureel, Swapnil Jain, RaD/hipotures, +eumemic and all preceding attribution and licenses. See research/copied-fixed-reversed. + +Changed-graph composition with copied centers and fixed bases, 8 October 2026 +Prepared with OpenAI Codex assistance. +The new composition uses icekylinx PR36 copied centers and PR32 fixed-I+J +projectors/profiler, Dominik Scholz PR35 two fixed factors and CRT argument, +Zhihao Chen (jacklightChen) PR29/23 interfaces, Aurel Prosz (Paureel) and +Swapnil Jain's two-stage development, Rohan Arun PR25/31 corner methods, +Dominik Scholz PR33/38 dimension/composition work; James Chang (jamesyc) +PR34 reversed geometry and balanced transfer; Rohan Arun PR37/39/40 +reversed integration, modular data tests and both-fixed baseline; +RaD (hipotures) PR41 changed scalar DAGs, alternating point order and +independent role compiler; RaD balanced routing/bulk interfaces, and all +retained predecessors. +Complete attribution and the conditional proof boundary are recorded in +research/copied-fixed/PROOF.md; imported originals and source pins are retained. +Original Apache-2.0 and CC0 notices remain applicable. + +Community follow-up integration (PRs #49, #45 and #26), 8 October 2026: +Rohan Arun contributes weighted carrier matching and climbed summand/leave-one-out +orders (PRs #44/#47/#49), with Anthropic Claude assistance. The final construction +composes Chafik Boukhalfa's changed-graph checks, exact rational data recovery and +reordered exclusion sums (PRs #43/#46/#48, OpenAI Codex assistance) with RaD / +hipotures's alternating pair order and independent physical role compiler (#41). +All predecessor attribution and conditional proof interfaces remain in force. + +Alejandro Zarzuelo Urdiales contributes Gaussian parity and canonical arithmetic +proofs, finite tensor execution, profile precision accounting and mixed-center +reference checks (#45), with substantial OpenAI Codex assistance. See +research/gaussian-parity-synthesis/PROVENANCE.md for his full attribution. +Ryan S / princezuda contributes historical Lean certificate arithmetic, algebraic +frame/movement/guard lemmas and independent paired-circuit checks (#26). Original +source notices and historical snapshots are preserved. Neither formal package +claims a full formal proof of the multiplication algorithm or a new kappa. + +Joint frame compilation of skip-prefix strips + +The local compiler and exact finite witnesses were prepared by eumemic with +substantial OpenAI Codex assistance. Avi Eisenberg / ikeboy with Anthropic +Claude assistance supplied the unmodified PR #53 skip-prefix producer. +The pinned PR #48 pipeline is Chafik Boukhalfa's contribution, incorporating +Rohan Arun, RaD / hipotures, icekylinx, Dominik Scholz, James Chang, +Zhihao Chen, Aurel Prosz / Paureel, Swapnil Jain, eumemic, Douglas Colkitt, +OpenAI, David Harvey, Joris van der Hoeven and the earlier contributors +credited in the retained sources. See references/frame-compiler/pr48/NOTICE +and references/frame-compiler/pr53/NOTICE for their original attribution. +No authorship or review by those predecessors is claimed for this compiler. + +Joint dual-skip/frame-compiler composition (2026-10-08) +--------------------------------------------------- +Rohan Gupta / gupt1156 with Anthropic Claude assistance: PR55 dual-skip +scalar graph; original LICENSE and NOTICE are retained under +references/frame-compiler/pr55. eumemic with substantial OpenAI Codex +assistance: PR57 joint reversible frame compiler, serialized physical-word +replay and profile reconstruction. Chafik Boukhalfa with OpenAI Codex +assistance: this composition, independent integration and exact certificate. +Avi Eisenberg / ikeboy, Rohan Arun, RaD / hipotures, icekylinx, and all +predecessor authors retain the notices above and in pinned source files. +No original copyright or Apache-2.0 notice is removed. + +Ranked reclamation after the PR58 joint-dual composition (2026-10-08) +---------------------------------------------------------------- +Chafik Boukhalfa with OpenAI Codex assistance: prioritize retired physical +slots by descending current frame rank, retaining slot ID as the tie-breaker; +complete replay, exact profiles, comparison and adversarial controls. +The dedicated joint_dual_reclaim_compiler.py is derived from eumemic's PR57 +compiler. Its original shared compiler remains byte-identical. The PR55 +producer and all preceding attribution remain unchanged. The complete PR58 +comparison certificate and its original source/proof provenance are retained +under references/frame-compiler/pr58. + +Skip-prefix strip producer, 8 October 2026 +By Avi Eisenberg (ikeboy), with Anthropic Claude (Claude Opus 5.5) +assistance. The skip-prefix leave-one-out strip layout in +research/skip-strips/skip_graph.py is new. Everything else reuses Chafik +Boukhalfa's PR #43/#46/#48 research/copied-fixed pipeline, its verification +code, exact data recovery and support-order sorting, together with: +- Rohan Arun's PR #44 weighted carrier matching optimizer; +- RaD (hipotures) PR #41 alternating point order; +- every predecessor credited above. +Complete attribution and the conditional proof boundary are recorded in +research/skip-strips/PROOF.md. Original Apache-2.0 and CC0 notices remain +applicable. + +Local split-pair skip-prefix research continuation (2026-10-08) +Prepared with substantial OpenAI Codex assistance at the user's request. +New contribution: singleton/pair recursive partition refinement, finite summand +order and moment search, and verified composition with inherited paid clones. +Avi Eisenberg/ikeboy with Anthropic Claude assistance: PR53 skip-prefix strips. +Chafik Boukhalfa with OpenAI Codex assistance: PR54 original-envelope clone +specialization and PR43/46/48 checking interfaces. RaD/hipotures: PR51 +whole-chain/source-partition cloning and earlier producer/interfaces. +Rohan Arun: PR44 weighted matching and earlier fixed/reversed work, with all +stated historical AI assistance. All predecessor notices remain applicable. + +Original-envelope whole-chain clones on skip-prefix strips (research/skip-clones): +Chafik Boukhalfa, prepared with OpenAI Codex assistance. The complete-chain +source-partition clone operation is adapted from RaD / hipotures, PR #51, +with original envelopes retained here. The scalar base is Avi Eisenberg's +PR #53 skip-prefix layout, prepared with Anthropic Claude assistance. +All credited PR #43/#46/#48, PR #44 and earlier code/proof notices remain +in force. This extension is provided under the repository's Apache-2.0 terms. + +Community review checkpoint #50–#61, 8 October 2026 +Maintainer integration and independent arithmetic: Douglas Colkitt, with OpenAI Codex. +Avi Eisenberg / ikeboy: skip-prefix strip framework (#53), with Anthropic Claude. +Rohan Gupta / gupt1156: parallel order search (#50, stated Antigravity assistance) +and dual-suffix strips (#55, Anthropic Claude assistance). +Eumemic: equal-frame joint compilation and paid signal reclamation (#57), with Codex. +Chafik Boukhalfa: original-envelope paid clones (#54), composition (#58) and ranked +reclamation (#60), with Codex. Rohan Arun: order search (#52) and positive-frame +composition (#56), with Anthropic Claude and stated Codex validation assistance. +RaD / hipotures: enlarged frames, source partitions and paid whole-chain clones +(#51), with Codex. Rohan Garg / rohangar1: singleton/pair recursion and paid-clone +composition (#59), with Codex. Alejandro Zarzuelo Urdiales: exact parameter +refinement, scoped Lean arithmetic, matrix/parity and search tools (#61), with +his disclosed multi-tool and Codex assistance. +Parallel #50/#52 records are reviewed and credited without replacing the earlier +climbed-48 implementation; their exact commit history is retained. The separate +#51 witness is retained as research; its source-graph/negative-basis data proof +has not received the same full replay as #56's consumed compiler machinery. +See docs/research/community-round2-review.md for precise validation boundaries. +All earlier licenses, contributions and notices remain applicable. + +Interval strips and core-aware pair assembly + +The interval leave-one-out strips and the core-aware group-pair assembly in +research/pair-assembly were prepared by Avi Eisenberg / ikeboy with Anthropic +Claude assistance. They build on PR #53's skip-prefix pipeline and its +inherited PR #48 sources. The stacked witness in research/pair-assembly/frame +uses eumemic's PR #57 joint frame compiler unchanged; its driver and verifier +are adaptations of PR #57's skip_frame_compiler.py, skip_frame_compose.py and +verify_skip_frame.py. Original notices are retained. + +Stopped product-ring extension, 9 October 2026 +Copyright 2026 icekylinx + +The opposite-bank generic projector factorization, componentwise atom-ring +adapters, stopped recurrence and outer ordinary-interchange conversion, +aligned pair-star producer with rational centers, exact denominator-21 +grid and selected (23,23)/(24,24) composition are contributed by icekylinx +with substantial OpenAI GPT-6 Astra and Codex assistance. This extension +builds on merged PR #36, 11817ccacb564bb7f98789c20dc11d3fece207e3, and is +integrated on upstream main 56b66d58297deca1d7dd130247d720e960f77a37. + +The retained ordinary leaf uses the preceding projector, corner and +copied-center proofs. The selected two-stage topology retains Aurel Prosz +(Paureel), Swapnil Jain and Zhihao Chen's credits; the semantic assembly +retains PR #21/#23 and RaD's attribution. Paired producers, carrier matching, +original source notices and each imported license remain unchanged. + +Partial-gauge extension, 9 October 2026 +Copyright 2026 icekylinx + +The pair-first cube assembly, compatible backward frame enlargement, +partial source-gauge schedule and stopped whole-projector composition are +contributed by icekylinx with substantial OpenAI GPT-6 Astra and Codex +assistance, extending PR #104 at 948ce1510df750f4c18b96bdaef436a86f8bf834. + +The physical deferred bit word, reflected event accounting, fan-order +clarification and signed two-stage endpoint are adopted from Zhihao Chen +(jacklightChen), PR #97, e15350b66e4bf796153a68c240a6cc1b788abe3e, with +Codex assistance. Its deferred readouts, V leaves, lifted frames and frozen +witness originate in Swapnil Jain's 741e7aa078392553815df7926ee17ac5e25a8c38, +with the original Claude disclosure retained. Cyclic interval and core-aware +pair primitives build on Avi Eisenberg (ikeboy), PR #62, +ad0f25ff7b23cff7f08ad237c2254e6ecf74257e, with Anthropic Claude assistance. +Prior two-stage, copied-center, ordinary-leaf, semantic/bulk, routing and +precision credits remain in force. Imported source notices and licenses +are preserved under references/partial-gauge/; see SOURCES.json. + +Three-stage cover extension, 9 October 2026 +Copyright 2026 icekylinx + +The arbitrary-subspace Clifford frame theorem, three-stage Cayley geometry, +weighted q-adic GL cover, unit-lower weighted compiler, charged local-ring +fallback, uniform batching, internal row borrowing and exact composition +are contributed by icekylinx with substantial OpenAI GPT-6 Astra assistance. This +repository integration uses Codex assistance and extends +PR #115, cf60442983c153a3a0f5272ea4713f99eba13c86. + +The selected local complex DAG and support/label replay are adopted from +Copyright 2026 eumemic, PR #117, cbb05ce504d571546d9b7794c186a613c659c3bf, +with its original Apache-2.0 terms and Claude assistance disclosure. +The unchanged bit physical word retains Zhihao Chen (jacklightChen), +PR #97, and Swapnil Jain's underlying witness and assistance notices. +The prior opposite-bank, stopped ordinary-leaf, copied-center, topology, +semantic/bulk, precision and analytic credits remain applicable. +Original source notices and license bytes are preserved in +references/three-stage-cover/pr117/ and references/partial-gauge/. + +Paired-cube and shared-core extension, 9 October 2026 +Copyright 2026 icekylinx + +The paired-coordinate triple-cube identity, signed overlap channels, +original-source involution, coordinate-star centers, concrete frame/carrier +compiler, chronological source gauges, PR97 gauge-subset selection, +orthogonal cross-stage routing and exact supplier/assembly integration +are contributed by icekylinx with substantial OpenAI GPT-6 Astra assistance. +Repository integration uses Codex assistance and extends PR #130 at +6a9970a530119174507904e23592fd59ede19a5d. + +The substantial completed-core workspace-sharing principle is credited to +an664, PR #128, 530588a019b4a74f09180680c9e3961bf649ec89, with its reported +OpenAI Codex assistance. No source code, partition or serialized witness +from that PR is imported. The new routing and paired-motif integration +are described separately and claim no exclusive priority for broad sharing, +paired-coordinate, Fourier or carrier-matching ideas. + +Selected coarse queries restrict the retained eumemic PR #117 positive DAG; +its original Apache-2.0 and Claude assistance notices remain unchanged. +The bit word and original frames retain Zhihao Chen's PR #97 and Swapnil +Jain's frozen witness, notices and historical assistance disclosures. +Earlier generalized Clifford, three-stage, uniform weighted recursion, +ordinary-leaf, semantic/bulk, precision and analytic credits remain in force. +Source-specific license bytes are preserved under references/. + +October 9 recycled-bit integration: +DaysSky (#150), William Porter/hpst3r (#147), Thomas Marchand/Th0rgal (#146), +Rohan Gupta/gupt1156 (#148), James Chang/jamesyc (#124), SovereignSteak (#122). +The original notices and assistance disclosures are retained under research/, +including research/recycled-bit-integration/NOTICE. Andrew Barnes/Bortlesboat +(#101) repairs shared verifiers using rfu08's #64 counterexample. rfu08's +scoped finite and formal-transfer packages are included separately; they do +not establish the full multiplication theorem. Earlier and parallel credits +remain applicable. Douglas Colkitt integrated these with OpenAI Codex assistance. + +SovereignSteak PR151 independently supplies the matching gauge/recycling +composition and the selected 473/10^6 atom refinement; its original package +and assistance disclosure are retained under research/gauge-recycling/. + +October 9 coordinated-frame and completed-entrance-bank integration: +Dugongue PR186, 166a34d75e853e933855f0f7e940fe77c4bb6b8d, builds on +Chafik Boukhalfa/chafreaky's PR181, 7fb2194801e3a10f54772c7f0d5505035a4fc0ad, +and eumemic's PR168 v4, 4a3c769e5c5430e7114c4d3e099ff34664677f17. +The frozen package and prerequisite archive preserve all author, source-license +and assistance notices, including PR175's compiler optimization. DaysSky's +carrier closure, James Chang's terminal substitution and balanced assembly, +geckods' stopping refinements and all preceding framework credits remain. +Rohan Arun's PR185 bootstrap and chafreaky's PR182 bit refinement are reviewed +parallel contributions; their gains are not added to the selected witness. +Douglas Colkitt integrated the package and supplied the bank scheduling +supplement with OpenAI Codex assistance, under Apache-2.0. The all-size +interfaces remain conditional; finite verification is not full formalization. + +P104 A2 and neutral-helper cleanup composition, 25 October 2026 + +New common-word construction, source-bound verifier, exact composition audit +and scoped component triage prepared for zxv (https://github.com/zxv) with +substantial OpenAI Codex assistance and three subagent investigations. +Ali Romman (https://github.com/aliromman) supplies PR5644 cleanup identities +and constructor. PR5643 supplies the emitted A2 exchange. Full predecessor +notices and licenses are retained unchanged in the source archive and inputs. +https://github.com/CrocSwap/integer-mult-bounds/pull/5643 +https://github.com/CrocSwap/integer-mult-bounds/pull/5644 +Apache-2.0. diff --git a/research/p104-a2-cleanup-composition/inputs/pr5650/WORD.json.gz b/research/p104-a2-cleanup-composition/inputs/pr5650/WORD.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..92e858d5dbf43fabee80a2812f92aa55ff7db3cd GIT binary patch literal 106632 zcmZ^K1ymf*^CtvJfCUnQ6EwKHJAvRXK^6%REVu=?0KwgYySpzQg4^Qmx_Dr*#cuQc z$^Gx$-M)FBuBxuC?wXnI>ZzF}k9dXf_xIxMai&5wZ--Oz^N5h4zSZ)s6o*td0vbnv zE^e;uaSlr`wLBH!`My<3+dae=*2$Z$B#xM;a^y8%RyQ(GwXC(<>vw-e&~;xf_B>+r ze5|5zD&{vD)A(>Xu=m(?M>p^H^@Qv`=DDD*vP)sf?^-aq?s?%!<0iZ5S#d3^>DcN- z*2YV3d3q^p?z*9=xY6x=Zz5~$8tSTIbkk6O;;N#5)9`Q585q{MX|PpUzHZomu=Ij8 z72E#<34e*D&f=4Q0jRV1$m@SVZ83=#2oB~$q+Uz4#c<$wUYm{j_=Mep`enyX=i2?g1F28@2{o?*M=^FCW`YHB` z1oqr2ps#TsI{&AQY;^9a>vywX$eb8>i z+y%L4XYz^P$Bw7t{duE@lkDgH^{3TN#pmfnxI`u4?3u~+dHo?@QN4<+Yr<%M-F)J@ z*mg2-fp&K983yzE(wt`eT{hisf1|JoJ*_K+#&$-QD`Dr>Yj{!8^R<5Tvq~9?D{VQaDyCS#A~8^#pI^JwY*Oglx4vsule&fff%YNVDH!e|r0Ag1B{-&)HIZzp?;@aipT^149T%y0p;p%rC)?OO- zGviHy5|^Gg-p{ywWYiGSdR-2xkBXNao%MQUE^S&Zl>54oq)N5THC`mrSZcN9e@<8q z7nvsBm3OY23zJ+7o7}`aTm010m~Z!@;pbA38mDA=Yq5ux$tSSQ{KXrMr1^rpu3x9m zE-%`%L)wS&f#z^Ao=vS>n`)pKboS0o<50o&RL~tM$cXTkrs}A7PeGkJ zuAru+YnuHW6#-LW$Y%7i9dsMRa-Nz$1Uf}{eK+1O6^GWJ%kIxbMt(vt&?z>4UD18w zWtV5o_f3~x-QM~RDIw5NBGnlBl2({#w-iPm2}3=z*qlh})!E#&{z%&oFWPp42(y3L zV|=$Dx(aKt?=L^EUL*b8LU6kNW0@SF)^D1F%F#J|z!u56E+zEi5588GLUsR;;G%PNvRJJ_9)Jdje=eV)#=UI*k*cJLTc^_wJ>o z5cFq=S9Fb$r?)5>)3M9olFt1bPX0)cPgGZW&$L&X4lq9l2xN}9{3CMI=Wr)do*{E| z__1(Wg)s5H%cS5twlB*ji(>C0l8MsEtbWnFav1a7pkTsvP>tg1(5)`7(%|EdpDrX8 z0&RPCO+l_MM`p?KI;Asi-zky%eK$c7Qq=c z3nJxVqQe5LcoaVKVkE_WZO14qDc)=t_zBY(Kv+F2a$_3mmz&KM$+|`tT_2hz_RV9S zD#+@$*VCx_Ex&{teTE*U?G223r_99Gs%-AE+-VumcU)^zauCZtO z_5ZQgEGXLc$~rN^zr}Tby4WN&^3h+s_UlE%nchjQ89B&~eD9d(s>#B6n%$gjzK-HM zWu&C*R0Z9x*sHMr#`YOM6R8$D27my2zlQes-P;zDUnQ?Zi+)N>WxBf#UBy6~+pks_ z1Nw<*h<+FT{SkCm8hZI&P&Cu^!Lr|>>$uFKRe!E4S9yMYM2x5S_b`c+3yk~t0eqBp zdnT$-2EjIcPIbJOW{V3*_Hj)b7_POpUMS)4&?JySi4~IUR z37qsJqC67M{E53k4D)q>Wlo=E%-KyX0rk4N%^uqxKI|4}nAg(xVu(14`5D<-CVkS4TZ1m(zN#OEr ztMj!Cjb%8+txGj;`}0C=;5yES=^?1;Bay}MWwpg{apHtgN}_m=uS;9z`Vz{<=9?7> zk^Zj(H@j>4);Fo5Ot!|)xx&i78gX7B7S9bSjO^`(c~dX>`B8)RI~9Ow#ZC+a!v+Z) zzNPbdrq`|_nkQEy7fbywNxLdthi3&KGl8Lk2CN%F?jyqPqz0T~7@4MGzktw_7^Vq^ zv+MaJrkuO(#;cK^qE{b|d?7s=c5Sq}(3#PLJK59F(cKS5rDBjhnHUwyKPme$4?<_d zZiT`&cSCOB*ve|xW3>&C5s!|iRiciJ+e}thFYE746@vKYl#q)^a%X2F+J5@QG};)` zEBp+V3&UvSxT_3@?Q~zXMF`Uw<$*jmk;R_n*ibkN2OTVv$y_K&Mu<*Ji2EWu_rq2` zA`>!>Q&Ys%kO1FG1vS&nlgYi-u+-^E%n*@p!rTe%iDJ{R@RM(gC=;mu6sxdK+@^FY zdpF*w{BeuC(&Hd2i65aCJ28D(usuWXxLDXnciZWbeB`P18{p{a)Fs1o-iYDyPv)%b zVs+w)*0h$kZ=sKn%sT6|g$VxYMB_3CP+6aD4pv^KkVJ~UkAM8?>YNl2ZK6-l&@VFI z(dGPoCMl}LW8yd7JGHRF;3aqYU7ALFf|E+r^6m*bhnCE_X2&szAy!IaB^lW?3SSss zsG^9lbHc-)RTbyseE>`4iTWhwM_GnzP2h_!kwaa~{jIPu?9fj_6}#BBr<6jrJ0rK* zB;BmNcQXsS4ivPz1;U5fU6G3}c(>-;tC4vpVB+~R9j+UDyX-&3*ymE-s2X!Kua?ag zQwBZ)sW#jRSwfL2$meFbhs9=+SuK8>dycL;q)cp{8l|qEHI}r`>Dib&S7axfc8{}B z@=jKov~O9e#oRvj0%1Ap+N%RteOfEwzktVA`$0a*UJrMceMEZnZ8rqu{_9Gj86kZyoHjnG4UOz&Htw`l644;^aFC`*A>5~T;QNyRa$@oN6XiyJ`C(f7 z=ZiL4@;d|c;CQi=zBhH*M&pG&%1=|tSEzh+A*4hxl4MI~zjEMrQ1>oRXXxud;qlG( zLAOh+yTxcB)~waGruG$Lud5!P0%2uzcRc?MC*>i zfcyMns3qhyo&79sA`t@5xQ12s1weUAG(Bg_ci*>mhdRT%;#V-bFjs~J1Luf2>XiZnE%;?E}!khgu)W?~qqG8%Vc!28Mq1hdI59hT zR1yF8fX*$$!*z$Dc?M{A8$3b&m6VV0-1plz7{^BypdT#gQTAKyT;BdgkfG=#PRGOD zQMh)b%2o`)#joDpI8Szk&auo|%{@E;C3h4jbpn^_+n9B<>4C-Lz~yv(rx(zr_pYcx z<6tn|wL12aP7OVR!%n^tzNd=K@iu4sKwNU>+^NX(%1r#YeZky)cKu>@$)fqX_JOZ%_6DBPPkqp-&G<-5M)IDXf0eY72g_mpG-p!Q< zG^w_U?ep;^Kj}yPuC`>Uhy6G|&S%@s%LQLaErme`1+18U{e^(%e{dtM8fqRB!`yssF z+1(BqFwR!q;f4uyE|%~)D05^CY7^Ua`nBp#l?lF7Lp|AVy1ZEe*W+gml-(+NrkS5$ z)t*_*FkZyA)S*oizU2>g@?kAo8ZvV*#N) zpxNi^e)2i};&Q@Vzw?=%K2wzbxaot4ADWPkjl0QREyMXrm>nO`+57Hefm7M?Nh{Vu zm1}oLHrA4l?&Te?XsZR9xsOBkW7tVC8OE)b*cifK{lQB0*;bR$(}z(7uNBLbYx*0d zgb_0Rboaf_kfj92pq**?7O4xmpJqAK^J|Z;fbDJGmL`#h+uAU2(}nq01M;KZ7qvDv z*SE0*GoIesCzp`>Bqq|y)6kL$(Dr%5N>}?^PngdqY$dmYiU_^V&H-2$K9q^QCVuX6 z`fMU|#O>27^3Ou^N<~=wqm5&KDuw^}dU;B*$v)pIP5`NQxy`!fe4Af==xXcrBP#-r z`T4C=78NY8tX_L8q&M_a8 z(zzU`ceD1?{6K6mRk#)}?IMQRT))9*_+w)|$Y>V2tcaN_fRpG>}t4{hYA{pt~yIbWN^Lcx6qA5YxL^o$gwGEHq zSUYFIn?BLr_@N5RO=rRD#gjLEa4?FmrsxAY0gkU(whnVGJapDy`rZdi-u$_o|6D^( zf_ymtlUDU+;r7lzIov1v@$HXeqnDDR3S$EtITLzkRbHnygCvig8{QvaqL1!een(2B z>vP{iUp(uLBoD~U#T@N-y0qU9pCK;ke}IvNcDz`KaXs|0zXM+HhCa&sh)qCw5GR16 z9(|f4QhbK_i{v{4qH7ZrVspJQS&z&b11wA4`cuAx6Iy>-+Am_xA6YtuJ8xb$xF0`- zhly#olY_s>x1t`T!6dVuAQw-&L0L!Z4;eo~qwhqYr^GZ0OSio%Md$hl%&M~YZs%Wc zo2|@uxC75Spun)^v)!{ticz4#LB!!TOY1IMO|8wHr;g43YvH-yd>P+Tv9k;N zwo`#^7+uNj+XhfyTM@D3fr$VKb8mfE(^=seUAKeLlP~$6fX>WzQyxAes9l9>)_zFG z_@b8VX;jurh4$I-e2pi}@2vNXZLt|;_SR5w9j{14?C8PS2xWcnrtw51T(h&Y=BTAl zsaTAA)LA`Rf$!GlPp={1=u0!u-9NwHj5&&B| z1{-?QK7x%#OqoI_gR9w;M1DQvQqEb zXHksV!Q~AIBjvgTj~=n7h8;1Ye!h&mLO;)aqE8e?2Ogpkc2~Th7Ghn#H#%MS_v?MZ zfo+kbgnKU=RT{DvKVbJLU?ykd9JRfgEAEthC5DLTXte~5-$RJ?Fw%Pt(~|#y@0KL& zWmYYH{NWx=>>~11NrX#lYh|4m`=LVbap4K?`cCc4CV+UniFEiVn#rs0P-XS#!i(Y=(mYHk_JK()PqnA-gD zMA7S}m{!}#W^xs=`xz*y@eM?~IAlSLZN07El)!0eDja#jc=AiV?K5;;?D6Iq>^J-T zoIYz+4)c5IRW-f!ygwmVJ@7n{ov;@DoGnJzLH;b}rwrqN@_Wjd9e#v|z^)*^iAwKB zgQ%f>vFvAHJN2`Boo&Xm_mle{gQv6j_RPQJ#f!IF*%QxC1TSrE9P>BYCr5rok2!jo zF5_Lc&$9DUJ-|lRA5+#1Wk2%Ypg20R9Gpov2ismD+4vzBiM)>5JSG|SWs669cONAF zmAve+xN`N?^1CY$AQar`|9Cb3d{ymxPyXC%^l;kjcSrtwIxlvaZRB@3?{|N5SybOk z8TOWXkQr5H9Lxo_Eu_P3*@%0{~^;4<6ZFI!fgA|6gV<%Pwo0m*v1eMtIZA~G%W z=(6?Fs(Pkk;lcgct2+8hH>MRUbJ~&ophN#?ZFbK_Uhmi{1K9Z7fgRkpIMRUuGw2@E zIKGq|=Z>L2Yk=&gr|=DMl=zg5MJQR+c%I^@IGWg^=^JBBu0Na@Jr{R9UOo%kXWw5< zJnwcrG}2|S?^d@zH&s8|HTZBc9IDPxPM^L#owv{05%_+c$s1~3RdTNbrJ=kR?!3KZ z@_Ac7F*TLlu5qSuBmY$WeA4xF({(-Ze)VmiQm4MGR1MeSzOmk=|_BF?nUlaOQ*RV+qlbmA1cVZ zCc)y}8}^&Apu3|8(YI`{AP}CM$ds=ZJi;{r8nhGchm_z3u&Q zh-M!CwQNd5Zt%Bsg4X(2dV};-Xq{%(It?eBt$1cK8gQnnkyxHeDbl(y{ zKe-ARyH`5_&OGGNJzj}){eZ-tYt7)mn5|il){um{7KAMZ2s|`)QjMsts6^9Mx7K3M zcoP?H&!saW>ZoQS$57J0B=&uqtS?gemJIK>Tt=nN>Y|*tSQ)Qw-}-A+Yo}vVNV#m> zvVzcVr?#v8!wCty9x#$%)!)!Rs|!LW>Wk+Ux2zuqqHUIflE=1u`WpDC{^yeamqA5) zsXeCHx~}EZuXgF{8>jcxGl7TI_D+1XGG5rf%%B&*qgJZuo%PaUwvP5>mrL81Y2Hf| zRCk@4i9;W?hxReB>P{2>RC$S}!!luCAv)$$E2z{%mymFRpS!C4RIUn)j*bkU6R6ac z1g~OCPYQP|wwR^a@b0KmQZAyIbUOEs3W}&a^N~fn-j;s}ZKb1uy3ZCpjfbx^M2=~G z76^1EmYuA-SDL_@u7g9u?AlukN)V*ST3tp%szrfbJ@6-|lDpwFW=3AK`(f45ig{*R zne)8sY27$*zV%2DTcj_fV&&8Hb0+^@S8Rsn)_fq3` zuB6tnSwqM4YkuksjCtjCE8&-X=`%E$lol9bU7Ds%x)zb)vhrmCIBB29)_)K6?w(|- zMF{lnKG(0Yl-9l)vq>}@A<^YRlW`8Nk$aPeB|V!vD5wbV@cVJ;h-NOM0w7{+1d~s5 zL92oxtzVp~(q?cjaYH^8j3!i;jcXl-86;)>*rrr(ur|h%r=)Ig+~W?>VxbNh{auC+ zoRgH$7RE379WMPvctcxrOKDER?E+l-vY4#8l)u4^*l9JM=F2W6&pxh6^+jUdL}zEH zj(UJNm#s3DZL-{KgZtvu+ln<+;?Va-#N}VhthsDCX|`5((s;XM@~M-!hZw1KgA2+j zPD(DXy6uUUzNi|;5m~*7)lpO~OXKetFpaNABl@f^?Xk>co77kW!q=M58@?#3(AS`K zvcl2bd&(~;DH~SOX@xNI>F!#wwj+3ug}!F`k*720_${w==JO_Q*pbkm*b_1*IqjXL zHrYN-=^s_o;T3>JVFoGe*;pW-%RGd}Bd#1m<*Msg7$0$z+@dFhmjc`Y4M%Hf=btz! zCceN%vu~s0z3K$Yr5`_}eHwY)$X=*nTJNBZQT4La6(YHY!$!nxZ9^b5GzKoFN(h%QRad$aA=gTr15tpHI`~MYO#D`-Fp8=zjoq$ zYnc+Bz^)p>Is^rQBoU9)-DOw|w3O*5(r%+((2|N42@4f^g)28I_IlcK}ooS|m`{|2U`QL!os9W5l!8`dRoTxLC_NnUP0<1>JlfUxY*B%jbY# zEyiHInTJxr3e^bWeZAlQ%4n^_Zi8hEC)!F)dex)lZW=m}&m~Lgs)c+ewBzb^mQ4m1 zItiI3Ag%_CLhF6$$_&`5>rzH)SORV(NST<(ndwIvaJtc^&TYx*AEEVpiJSe~68S6r zMp&iZqjssU&HR$0fKHiPl_ta>Ev)au6yhl3?4x4EmrGUAu(Fz5>#rp^$YoGh&0s_= zQ}Jcws%E7v&t+VAajlZzdsx)It0Czds36hx#nS*w$?f$ zleQLSS%pM`=o2d+v#XVh3lSM)X%M1>5)4`!n7I-y^5B%8)s+zjaT|cR!$7=Yptaf= zSK%U?(L+w_DVlg!(r*yX-&5v43XfhZq=?V)#JUoFh6w(ia{W=*w&FW&-k!%~Q(B%W z4ScBtGNt*RG`Xu>QU&w_>iKZh)}(~E?PG>HNGGmq8L#?1k+sMmP!&<%(iqKDNUH<11+5kSnJx|-B~Bs6S$`EDFucY>40qoHYtgY@y!)j zrFOdWQkkh~nzQ%1^Q=cp=I}))Z#~<5ExgJlZk7q;DXmj|aEPbdkymccL~!0i89t4B!&6z@$0F$ni@EU=dt^l6nSGxO|7N8e2!Gi_ETblLuZ8x z@)_TMJg`=l7yh9xH_;}Wlf%OpmVGchkvUY?z22jBY(#*&^sH~MV2>K5g;CMfd3N1s zdUeI+aweoN!;F~?hmJwdwLY9QZMbJQanx@KS?1vWQa1^xzBj>enzMxow>lD+*Ea zut>_*lHZ5=&R30~h5Dbn(nz{S+^@r=qjp_iDqPqUIvRj)GkJ&fsDTj$Hn~Z@$?{?& zL8Ssr+(S6uoZ_4!aL#uzh1pmXwzkSzeDgZk^1?AShSqgJg?R;|+a3@fA{~PhjYM46 zHgn-aUY$?XZE?q==Pc5*=7L21ulYEmxO!6(GiHJ60&b=4)d6)}z4Our`jgFqW8K9d z(!;@XU`pOuhuKB{;(>H%lXZegPy9 z;_|+UC>wEQ8+7kV6hdb;9fBi}_`Xfy@- z`doR`pSI~W$1uhoM3CM|ay@unSvXUXzKm%Q2?bnZ@*K@*4b{G%`|cYyJzwU&I~E7u z7GQkOq-@Xal+l3EjF&{{^6?R;|7@!|bJBjTmcd0`+m9YhbV1A z@i(FFT|4m6xfj6CWBTj$Nf3wPSV}=>|2HQCisO~=)S0NQbWjP;itC~01bnbn5ybhB z7le7z&M_wOrUjk;cb|HBe-py*gqszudb`s%ijrOf^;kHwAjw9ukE-j0#ug#=z~X-T zH8&jBw0UtJ9vQ0=P$WOeLzRNS->b2yCX7rY<7o(4!By7bnR4wQxlQIA2dulQdAeuC zjclc7HHY&w2I|z?d6a%n)SCdTtKll;BEf{wm{&r1&yzljJ1Hhnt0j zJb27jl53RdWnyLW4BmKlP{le6qeaO4?n{BAgaDv4<@CMv5r10d4&>pM za9!;*HDdj~b%b-%?@|;nsf4og%in8#1Zs>UL&cQx_=D2+ELTK5AQ8`9y`*8)mW|Tr0fB9811yj zl6PQVJ8jO7jy&(A`EnvcQSnV*_cj(-$C@y_mpJ?BTM>hTwA6IWEOAEtV`(nO7Rb^R zgxCwtZJSL;jo9o~9Z${CDVfTldUv=3n%w<#geEg5UH#Dl8MxH6c^=}+f=2}E-A|W_ z4H&i?JOI5SoX*1!mk6a~u~DKw0Q=-ic&7GWX0oOAL#@%jzH^;=~0u z*hW!XHJVr<32IrjRw8$(h9D9d=deg6acVJ;n3W_-Oo)t-f*QL&ijYsLOY7K(&-bb> zqq>Oc3_dqGh}BpJNU_}#zqL{4fgzxS2$OJ z|2Rc+h|(L7t7!se(zH^2gXQY9Y8mC(GYGN_^Gsk>v*!fBwDJwvT|#YUFi?|LV<%nT zuouDGVo5QovHi!LzdQ>6C=I-!1A`n~ozsjS^w$j7S}M;FTq=)#6=+D`>knWD!&Q~F zhEa(a&B4wp`Dw-Z%#vC5Wx_{5%r9lX+vV&@z=hK}{u6Zw2PnNiat*?zgABo>$P8c%&q4qxA&ZS% z6!APUhoEd=KaX|BwI2St9=>>oF*mS5Jt2WrL^n7iSvr5MKxlR_cQU{$KFf7-$*R>5 z+pi1v)9(Zmlye$FC5+JM>02B?360CUTU3l&)R91fMKS9EDR3=v3K4ZXvWS#tN!<68 zoZjZrO&UT~8Z@>Z`dAYL(xOr~OnfIye22f7jKWrTuX*4zg>j`GV5lxs6NqKhnuJOu zXr_wMokKS)9>u$Q0CK%DEJE!yw%mPZOwUEno#B<^l#Jaz_iYQ7Qh=Q!^olW!P+CF# z-U+|g6*b@>;^|2dAD(u}O^EbVxit-{dZ>+1qm-I=G4EqVZBY7D8?h$$y0KDX8HUom`$g$T>j zczikIcVJ&5J|QQL9fAOr4t(L(qs@Ck;O!zOq@x{UtHn&OoxDcV5gh!4Yw9-()Za+zi zoTM0;M>Et>(&LaRp<63KpwOE`0%mfFS34^u+$k6#H2c@&5^3)7Z(^9R1q-3&HSt)c zH<K$)uOTr|9GAqngEf0M&HH_`!ZIe6oERuiE zd!YG@cts8)VFo)d{fHVFOBml!^@qlxA}N54y0||FVR?QuSSEiaBP)_`BA5uh zuh;LSbL0b48aaW-R;(WWK!t zyzd9c<0QsXbO5fDLLepyxt%$^4*0~%VV|3Khk&<;r|K$=@7wGhMkw_Ow~wrm+SXZn-zj5YK{f6 zC)U7QZ-j$81n_09#6&2n2swhMDEB`+Vy-B;;LJXfq>m`Y%)V48%=O`oF2s!c9yKy@HOqKIowTYLha-!Xe7rA59#g}MU`)_GQN^SHa+Lanr2OyYn zQri*O-2|bg2v`FM8PSOR?~u;_-GvLFdy~)~85zV|{KM3Pg z%~#^n%g^dnLnVJbeTi6;VtdCooesPHwX@A0lt{(qgC>*zE)ONakS|ALl1C~;l1Px_ z9WkYCKj0-P=R21{7cgbI%*0p!tOUxl$ieI&4Eqqlxook4*U0(hX&k83?qzX&x;6dn z-dW1u)Dp4?r?N0SXMsBEND@^j<{~}e2I?=7kcYg!2TH`tqsV!JG6uMj^Izv5;Q%^= zFS`fy)q@3l_|%DcKt10R_eD4}%?BNlDW`Qq6fKB2GycN>;7q3ZD;c_eaFhbOQ?f*a z?%aEqRR6z00EyEdznt+}z#jfcvck$F&M=6ch%ePQ8#GD(asKK}PQ!s_145xRTVn3p z-rP4%%^%srS@ln@UkT!|h+9pPa?-2nMWRO54tXt5)3eCvaG3&R;p+yXyra(n_>3KyWbhGZfS*=!=dbyxRrC6c9YLet*WrA{t#p z&v~t+WEm2RcPA_*hiDqcGS*W0r1PaEfmceE35fGU$yjeqUz2KvKqYz4C3!FYga0MY zB~eKuLhN{M6(dF8S`9VivZV2L$HUD7auO@L5%7p}B%@ftmO(hLd`AJC-NlB5lh)Gj zv+=|`jkyQGxyWJOJ^pz#7k}e1mP;saNo?9Agg<}U5w&=`0xT2vfc1wAA@ zk^oaj!k&7tF{h$U)~i1dF%u|1MS~k(AZ#iTDw^bg2Ymsp!eFd_h!W$swAg%%;WPp}7fFFPv6zojz=}%gLgX3Nbw_>g7nN`o-Zo zy_pIM@GJi%mzATlh92^m!j=K7d4{!UBKS#xt#t&r;@ z-uOF||2;Q|qD#}U24*mSar6+zA|}QI29PsROH}hQxR-K}1IdY^(FDB@1>bQQykDmn zF>8_O-1PVEMZ62K*&)Fi5Y0aK?Ju?qDQMG$kW1pXib zh8h2N(~u*F(SojC4y5DwO^4vhX}l)m6hNH<>LLwXBH=cK&}QZjyLmu^ot8Iz_rS)`z?J?mN*eA z!N5emglczA51Hn#1HE{Akl6&qAd^|n3*(J(pUvwpxD2JTwqK9*&>83ha*&Na$kEIB z6?yuIzf41YXGZK2YXz1lLi{g7Sb)(kZ5sG;z72?TsSlPgWCVN33LVhKIjg-mN}Fnc)J(=U8HY zvIM+PND=fbW>cNa^U}1=M_!@_f_5`IB_EkwEN3;O%aUCf(BsIKW^=QJp!%U`965fd z4L0J>LeTVHVaHW5RF^xn6yLihlwOJ;8xY8l{QzAKL-^NQXfDbfD$kXCq)cR0M6yl( z)RhIf3%!KjO%J$o&L(GQ5d5|DO`vj=Dr-!R)UzD$4HS`Rhv?W?6WCzTmRL0_3obQc zid3DQZsbl)4%ILM3ni|U@PVGF3c}Ign{0Prp~R|44i~DDjt4|H;3f*a!(J0Kry#T{ zGe-oN@oz;WmFM+%KRM2C`1adAMdqi3(=$C@B|eWvx2Z2zpZVE;g2a8Mn9OsiW=hB8 zQs$@VO3w&@C$;DyM*#UvHknBpY(^9Dx8BnqS9FhQ%3%eGnKOpMzm?>WDxt3|!gK&HN`mWHo0&evmR-~xL!eL$*b zG|fSi?u%e1?2wnFqS?LMYzIl4s*}1C2tn90=m^OmwXg8NjY4e8-WF9eRpC!{30@tM3HEnqT|1~Y+4a4Ra(3>zkKphXav^+g{19pMBB zWr`Cbeb4AQ*%_WA714+|g+WNs6YD;fax}c<9xdOIOYTOmFs%^Mz~hOSPDMD=-T5XT zCtqqa2xhH{^fD?`gKk)X#jEvH+;=zjDFUmw<2sC4#R~;!UEyZXUT{FlnJ5Wh%*&yF z8KRwnIqroL^g#{EA}5IO3QG(oWM6W-9wxeGf(DwiH;=6~-m}QFIG4ZvgW|Gt-n= z8<5xY(G}7ue3*1CA4uQnMyR4GDi_nRvR# zjYvB7EMdq(1l^C0Z&TRg-vVD+2xq42pk#8IJ!T%zX#~PkLc^#osq$0ijf5!FTEhrY zykKusqdZ+CLDvvpE+lVl0SO0Dq<(Y%Iys%5JH^*2h+Bc8IWkx@^!D0d60p#W?1}C$ z#FKPn4FHskyU~!^G3O{_)s@-f+EAyx9YPQjkT4U4Zv>*&+1*CT zh+jB!8v{AmRO2v`W&b!jrp#G@2T;t+Y9Uaae}TQ*^(R%ZDt*Uy?X$?w*4xxnp! zy2da$;W4+kdHSempRiPlC?(s)r&(qy;EtPEn}4bG{>#8WY9>>&{SH1R4|yX&;t3`cB{mXR5YnH_JOhKU((1U)ZvRes-$|~5 zYSkK0i@=q(rQ)aFiOUVI)0bnX!0)~Z>p2h6R)YXY6dZ47j%1@lS zX=xl1b*C$)LkdNOSUF*)G9%HZNO^`1?Q*xiqm5X39cymvF>etS-1`c-d=UYrl- zgEThdQtlf&@nW169w~+h=?QVZ9I3ZEr8|B8IO-^#?d}?-~b_s!uc))~Y%~E+h;$pIi1uPzh0f{x-7Auj~ z1J%0rTu%7rP1*KHCbDQiqF<`s_uh%4#8Oo;7&iec&T_ZofT+L6idYERtTB{R{nc#I zi?+GO+!l{TW)@)ngbcJN9C3Pf1Yc#9Md!-bpCxx+nCOd5)UXYO`tj%tmzUE)o9M3 zoz`O#A~4EcjJE9=vWOZk(TUaALvtK4Nr7}wa5;zF1Lo?D&nmA`X#)E$a66SOvD@1VP7#=jfOCgq;s06K`G9wIamt^WNM3V(d#C`+ae723ZH z5t87`(Rn>%E{^5Brt8&-zbdObADH-gm|QG*a07%~n&uP|r9t$d9ua2_+_m-iOKs}K zdan|;EB3?=GX$**S+xA-339gNfM&$Od1rb;EkA5noSg%NStbDIXFvf~yx^!j27L%p-=y<@KS?QRPPC^!f zUx_bL)e$t%P2>Yerky6|<971wdC&!2-3#-yjCpOyXYw@M`4~YG_S}zAhaHWruSfCx zTVJs2yxK$m3L2AMZ%T~lJf}XGSyh%UcW|8Zt(7i5bz|1M2|?#)_MCKqpJTcCwo3Hl zGDcWaf}9RkIcZ+X{DIQRS?H7~;wvw%nF#&er5tKPBu;*_*CZ+Uz)o-Nswf3X^;u~h zMv$$bltLn+XTF;KVCWEfMpp*FtcED{W6M`?^C;+RjoB{-K+7S|kbWkF|n4 zHbXgt#t1~CT;WDS7vd~b>4hS%?FJv@UJ9u~01~J8HZvqfNlz!jgj&vqPeHZtgVwO# zQJ)D;CZZ>U2Ala~?uaQv4}H#6g=HmOGkY_wxV@TD4uP4+91~$tArn|X5|QW~JcxlX z?Jzz8-pgqb081?qJtMN{k)Sg9YpPzZBnE=70Ui-DHaJjxk%R)&NJLUmb}1b$xd21< z4C@^b7xe*)%o~)EX)erDq*oyqQ`{}s#vH2gHgZH|1&RxE-RVS;6)2^uBLyS{I@jjl zQgd`D{(DG#`4et~&*BEakDVBxlD}!C`u#-*JO$J9AHQ%9SOhKk&^+Nuk#u-XF{63q z6}&4{sCtp%FidLRf`cyKe@-KZz@>45fr!W+wLd-X&lltNzvS{*Jmlod(BL;N_O)a0 zlyfC}l2_JfoT@{Z^2tr9HP|eKdb$CBWs6s_xyA>GjR3u4{zbL} z%|dvJU(ej1<;%Vng1rPvL+V-*0YF6mYOT$9WW)1V8nqr`PB17X3Xq_QWo^!&qNqsNdcu;Z`$WJS4`QV)U4b(7^Ab2&RP;% zd2K}sQe_F0vozGGBHHuonzlgKx+=j>I++#aSaVu*M`bpI`heAWW1wrz{~-=?ogD%l z!m4)rz_1tp=!)Gqb`1fQFzzaT72UYK1a`*P^tht*$m*#F;GidiDWpOHu-RB8DMK)m zIbm!MWsp+@s)z)zkQhzo?|jpfFa*Cf_g}M|A;Cn=n-rHF#E_Yiu8yi>yU<(lPN2a> z^*Q)_r7u9zkyMX}iwb|w2GCNM{lx3QfcoA>0v(MGNM*8!fEJXy?-sydV2Muf^A`?U zP?c+p?-=}j)j<(P4W?jk(+i?VPR+k5e7p4i_ByLk3{U{Ytzgt%8Ru$X*5;9B(Q+Pq zR{bx=-UF(sCTJKAqynJ@5E6=^SLp~MD82XI2}NlFL8>T72)#)W1O%ja5Cj1cBory4 z54G4=X>A({Qo)sIg`1wGqba^xp&LmolVvRldoKu&R1O5-jJ@C z&>FCNh8d2Pbj_%73_lt-|6BVJNP`ZBR0yU)J=9={NCUXlt4UWm(vh|=3<#TmdMJR? zpx~n}M4lr_2h8i%c#+;i!H}cD{@A3LlM(Y@CF?FPcVH*#iJ2hOBX|G1?feJVmFU|B z3qQr3JuO%GZWk(~%^;;uAoB-M!?8e}5?XO;6}KhT29G@p0Jb3#)X^ae@@X@Tf6D;M zCDz|8H9$Wyq47|!ad|>E1aeM>R;13l>D)=~7)II4(nu6&zN~b|8jV5Tf`mafp;dd%+5*79OZb(mVT6S? zx}_3l%KoNCruLrQ4r?HpB>_xue|%IA_6o z%_uut{ZDfuA>m>A$LY0mog;I7VPaR|vX9%tl)nP-LHJEpxauj#- z6TH+E)0EqCpSojK>%BGgSFx-sxuhNgPnUl1z0}Fjx9!JCF=?BX$nC<>wDQ9T;)@f` zECuE?Pen9_Xp`)yn8kVBp<0c}o3&bDR@7(3)Nzd;;l}LT@9R4%KqzrFcR{^IP_jZD z$qvfV0P$c097wZ{X*H0xp&1q<*$HwqfIJk|Np{9e91Z&LVc%GQRF<}3feicd9oG;m zZIi>0HX{J`I5HCd@NsX6;`; z@_`%^>)XLO%cV5wh1h2ga8{@Esr96B94|t3a?X|BfX(OyJYs}}WNUgU(cg|Pt^4>v zJS_5MHt-Tqa}Eu~n6HNJ%7ZcGZl!Od z{6$6mdfgsS71!S^JCqG^RVXeiv>Cpy5xKXAOpnwoUk1J4jEe-D1%f`(YxJtuDuVW4 zWk<}I|4$~aU{mcMoBuHX7W99a|CSD9|Cd>I zl>OM||8VIz`@c-Jzoq~D8rglcl+8=*0gW!Kue0nTcQs-wf6bDjiMsRbgQ1i3k#*)$ zKHz2omF`FlcZMlE%DY>hf_J*CyYL_NZ-Ng3WQ^(VCYhUD7L8YgskBW}PcpRp=D zaUPbem>rL)-fZXR? zSq3d~##|-h13}yLq+azdMbJ0cF*EKT=0Go1m*T7MH@iz2MMz~j=twEcPw#Y)wH7=# z`$H4ho=4}T9%yCEHMn>ZHSRO(wa6jD!mMvy@Ra5Fct1t|q*^$WfZ{x)!dw3`(OBBa z%k13CQbq6fYcF_x?p!jZso4hC63Hr zof7ge#mSlsm!cAW`&Mnpt)ZuEMbsXgyE--clBEc{rhf;!Mq|RXTWQL)3lT;{P6;EF zw}RGNMyiCPVoQaU)S1#4(6C%&@2x$R86XSR%M^2lXwrKt^pn1a_*&*8jmWxM3GjRS z*?jh0st~w3>T9fdyFl_4*u=c!Y`zy-T8hKj%j_?4)R&;!jonJMJX=WtYL4W}yBV<#qU{lm1dGa#uuQ(+klt9hSh@(f*6D5tF8h4+0< zc~LZ3_W&0%DqZWj*4y}@ZdheJ=1QKzduVZ_)W&j7K6{9sD{rq$kr!TSzi}y5m3X!F zU()ZJ`vk>h6T-m_s_=?5Loro=-9t3eOp+$4WR!Vz;6rQZk~?v8i^{$4XQ`x>sdR)% zYoKH0E$2;iPbxRaW9mYe6i2n8h}K=KUczDI?8>8((5}1F4=<`}cHQ;j-rhhDL~-LA zSu*w-2cuM{S<(wiydl^Pw2SxCT@8Ma{lu%SmvUXIS7!qzO8U26wuN2YM+QuosLfK1 zM#4J1j>U0@%Dnb)fg@9@8+g|V<;6Ly+@-?4Xy z#orO+-j@4fk2#PyMYWAqI(5otu?^DY1r(!{?-e3FLBW+w_Nx$yS9IWC(~9z7CWaNn zD=_$1WKmvTNY?}^?hv4KObq#JstD6l#}2j&3`XTy0kWYzq*GBI$Q2n?}SrS}2eIRY@+|IJAfyQ`(ia}Uekk)WATVQuaDKbJwnWLBk%mG_c z7qj3*^^<9bVfWq5m;;7l!bVuCva@iRz6AApp-&p3rDcYbm~PgsXJR95c@~*Y*0;)S zXR5rNU1`^VIC>MQk&Tzx%X*o9Ix2Tgt)tg;VnaUVLZAX1CFN2UsxA|GAtGl6yYv@D zpprD_cowWIkpVQ4ctiZ;sMV8qUs;eGW;DiCq+G|5>6iEDfAGAa{>H>kA6?}X9z+96 z4~hTXY<78}l%D?F&{Sz3C$L&Chq+dU!i|3p>!?)p)~t~VQM=A4QqZ0~ykjAsaI0K1 z{#}H!W5>UXM`Sdn$bbqj1|`+8f@&;4|0D5{uE@o<+^D-p>7pzb2dX%>Y`gk1-F=8h zjDP}TtP5c|X1UDsUC{hG=2C2#VWyBSx$M~w15wxcGKl_%Q0Y<{LG>~1@RHesehy_K zTdA#x{i&Zq&SE<_wYxT$655>m@~XlszAkexQ*xP{@-=#83pV5$J-V(ijp~0G z##F85IX=IUVacC=9H}FwCO(c^E8kQ7^eCiO&z0q=Op~LqrYq=^VP|w-SMIl}X62zi z4u&*X_Uha4{!+f7P>}j3nzc8l9y&G8CA>yfZLx!c)p8+gaOb68EgWXCJx|y(G1d1U_Xfoq5vW8#OSmz~n`w%;e31WLV_1okr|l&$O3 zDo&}xD$1LH&4PuPWlIiLWMapecH`zbqB_6BxKL{C)Pwh{o8kEVhhc)~Q?t)R)i#() zLlK-^RvYT!zOkG#rI7Xhy?6RQ(mg%hIb=fkE2YM`uIaz07}Dy1_029PWXmb2>wa=_ zmGNu7n@_KNzsYP;_NjW_V^0owlkeHFlD~Qx9#!JhI&DPk16Sdez!J)7?)cqzMi&0w z+PBEH4>{RR5fx1OF^RZzKUWJfXBsi&gwb%!Zyqz*x+-elI;8LIoG^S-@LmVB#-Fa) z7Li)Ub^@Y2sv>)f+`eW##rrhK?rchP1=p*2{ddY1{A*LDdAv7WGIZ-%ozJ)8xr>>B zlYUTjWwRV!vz$yu_qC2EeQP*0NgXDKvH23fZ|x zJsVky(HLv{C;&_VSd1!{xZKkrWK%&6VBF5KXMW0^`ROJeLZE*t=ofBIreCva;U82O zJl({VCiE_-<-M_KDOiFHSnq;!o4xcjLsmAeDN7wPIOs zZrla1@*1cYE&lJG!2#-Bj_%%kis1SSwC09)(rdCwqcS#H4r`)$*dn$ySPveML2Gc? z>vppPp_(2i?RC1@ox3^YhR#u}R@|-J<=sP^g~OeNxmm}4sQ2U6N|T}!!Y0L8PZ9a- z;SYhiEYOr`1_bY~(XW9GY;F*NRc7mZ4A!WQ$K_t7gV%EVw{h~Sr!KTymFbr3USAg@ zE~T0$mw8no!{C~BQmG7Wq2x<@TFCq+lQ!$FU?FEXMiz>Zg&g5~(f0ymvD8_iT~}pF z2SdH7^EO29Fsh5_2q%Cw>-Qn1^}>-Bs*}&8X#x@oLMqCuPKsxp6p!L@WKV-3_qx3K zCTxLbM)Uj!oIABTqh4MwU2LYd=7s2v)Nb@1 z&q`zkOI`3!6704R%9@tC5EUzwH6b;b`h}(_I@#r>>2CQo>TukX7JcQc^U_qKQn2^6 z-E2^p^>(fuGQaII%VT!|=dh~&2CF()u%%x23CzG(&#Fg$S4CRARe+3&+Ai%3AbGItHjmG~j*`YmzX(6MOReqc z9lzXyLBh?UubR%!;nZF~nfc*vCF0a4psl+Wt6uErwtW*8tOWxS_ ztsbRNOCSyp*0B^<-_UeL%k1iy)bz@3w{YMS9qAVLbhjDqCX-yyiM_HWoXf?h$Cdo^ zg61XOw%89lpL}>ZaYV~05`H4eJCgc4jYD<#lY>@E9l6qPm1pOV#B(Ffiz^|y(|H^< zr(_r$-HSSgx&~>7xOwpVezv`(g9z)jDubqGtIJh7R+zHt^Vlm+Pn=KQx(ttBZ&7{i zmY6!oz+RIs5q-&X68TZk33?WR`@fZ#Ykt~U8H=tD z&?GR==vh+oZGxmjQwIak)EOEibIEHF>`T&`bJ~g+-XC$Rs`~M}kyO1dYf3g{r&6F9 zwro?=(A`~=xp4cVa5hv06~E6G+%fcL_jf&MF};CuZjOQ{&kHyl);UF^#9!S1h=jg+-mkT#%(N10*1FuJxwP24 zJCRH<;FVDc`EbqJgb@uzDu?JOls>Fh1e#hc5IWubh^m*mcjGdAcOoW?e(icBjF#-uuO6zv#B?)S|^>O2ye;;oM$&13>kX>y2~2nmGgV0jCUyRaaK6LAh9R{fi8P zty-%He)DuK1=LI(_vI$C_k$(egQc~PM4gQ-*v1xs{}S(+TzuOp0WFjO0RJTzR;qNw zw_)Pj06qeCA$f<(iguS3Z_P7@EW|XAI7IqluJ~fOEPR_kJ@jc=44{PhtcLjj7=V`f z06bUiWKb#03Y94UtLr9}i>RVsMhu4~EK1!+P}i~g!=YuB zDaCNrSPy{GMbs4*R0PWr2B5Z6YdH=Az{gXBNW+kLL+W37dVPZAK$>00%P9rKSi?Tu z{+F;|o#oVm(GezKp0Xv2fF+lkj#>yO*re#Z&g*eb5TaShPHTMv0K^dt z&}T6yYAG)$Ar)12KXo_ejLL_T$V|vwE?)?XixT;E9V^jLI0m}|?fp@1J zLf!?@10j73=%Io+U=iO9IOZU*hZ_gx!5>ARKW1VW*Jtl`o2>JGXHO5bN?_`xttjTO zmZp98Ce?ejiZfVKPYC~d`D1N$b#~VYV1<<)nE0%3k*|FD(TTGH!fQzFb90ZO6?*#G z{)TqQ1D=dfVyOr0PvjTA+K>9cUKEDS)5^J`IZ^#}`-wCIWD__g%>+tJiK#Qk!A9vN zQ`MKYx|=@^#A+wj*VkwsozvGRAH^GeASM$F*HofM=eRd~tdCS9Bmp7|hBPJ888*(p!C0vl+w~<0V5-z()Xzk;x({?>; z(p$X4?doYXfLY2_Gk}r5!kJ1GyJPDg^SEDRw6fW!IducHwye5EY|hW406wpoMhr$`d#l>W4{XcNRDMCGT@o3jJC!#C$=vy@}Lg zYsa-qYh6!%4_kk?6(6>&B)s-zN`*M0p3VbTh~#=f2{Ln(u9jmRr4%mLuEGR240(;u zw{nNVdMjVwlk1Wg zL*gYkG*6szlK>VS0P@Y*3YxL>KV!(-tK()l!J?oM%WzN^o z=>x+S+U{mi6?6p!l^vPJHZ>ZI3f_1k?Bp#@Rp%jRU{fJCj7EoultoNZeF36nHxPz%ne4!=d~%sC zvK)DIOvIaP{N{dIY52!P8O%}&7?YKBG=@)d!eo0 zdx%V{Lv#TGRX8tXn)>X$4XaVS|ERPjY{%VZVBl4Ms{O-#_u1y&{QE@qwy>?ojodx? zxh*Z!Cjcp}ogEFG-`u|IR*0~qn;TT3(fO*3xSHD*nbSH z2#U`sSzSH1@AYU@9)d!O$GC0nRxT0}vVns)Go#`%7(Gn4=SRQZldaSk8;wB&Z#yb_ z@lrQI`No)pTyhHvW21J&q&Z?jfUm}n|8U!K3*w<&sh_TMNQ6Ha)nhZZ5ai$(aDD%KA5aNe-4ngk#h6k_jf7v@>OeHQt-E}te8|{~Ih5`fFV}~? z>(YG!84@~Beel}O8F8+$PXC?QNkUdxPyyx^=kd9j3%*X1uiJ*Qa8|0&-HVKg&v=@* zvX($O%N?cT<1B^y9Z=^-TT`Tk6G#z<*QJx~ou`0FN4i0P**&B*v_b;Gz~;a z!O%F`NNRQNZpZV47wt-GRV^GHC45Kv$S(%viv$drV(t!q%ZrW z1g({w#;327B|y~6HWwJfW_zxx%I%b(uS_6&ymXf3D)h3|1;$3NUZkkXr3j$ACXmP4 z;BN(l!>6NB7b)kC*np8mFW9zRPL==w{2vMkU!Rh$Tm(u0gh~@>MP543<-i{b{+0l+ zcZ$*9pQl~(f<2N0zb?r7^pq5SarLa+mtyq65nJb&P5AV5H2fl~zHHKQ34HpnEP=oN zh-7>IWou_6xnll$?>Z6PGxmuj*W&o z`D-a>Lq34`B+Ro* zLL+c#v?Y0|ZFz_Xc+C|Ay0A#SJ)y9PNS3SQy-{=&KCg7Ohl=|}_Jw-ig!&U^hOpP& z_l+6b$2vJ!XH`#ND#>M+JgBmZ*-?fI2s>@hr(MJm%j*8ICOgIscc+ zUpN1jaC-d;Sh-dZ&`?MVg&(M9CVm`VTE+ko!RVFs3oV9w8DB`8RYZ*Q;~Cm3m|oC(;w7wrVh!#lDgP;mk&S? z(&Y+NVadXH`(gEyh1w3|PiBj!=gYeMTQq|fb{QV~PoHJ&qz@AbxV`)jvvTJCn%U*@ z?5{e=Uwe)T^%v`XCtdp{J3T(7uc=3Unkn`q@TM~4Jb!gG+tbN{Hf)4_g(<#*Yc{?T zc819jv#>;}-t1B!tXL3zv$3fB%CyO355ZDCkiz=xc38@L;Fp7rSdDJ@$uiJ|h>P7I z@jzU}dt=U$g6*~^_&e6H9>=sYIe~nT;QI5-FgI8aosRy{r~~RaAVFEXE#aZ|Co_Ix zhqY>Fm8Cp*@l-;I{*=U1&ir^ZB|ru@Kl`1){<48@gT>YUEv1~@`K15b3+cqvbHH~k zvaU`(?XpZ79>*Zqi&LI+%Itoqi@{IUHETC;RNOFlcv3EA0hl!@Nmq)#P)IwK;7}Vz z?~(eysw8o;U;{OL!dcS4JE8S)j7t*??Hi9Ix6?vvbNo0rSDcXb=0wbxrP=M}>@(}Q zj!@}^BSms?*|QFli;lu=O~jY8f@!Cet!LCS30SB{DwTgjWPo2oQ_jq6zwgG*7q>a- z4h|~~qTAI$yUbp(d*|?gkq^oR!NpG>FuZqy2RG-Ond>jw@O&N$I7g)|ET$YdM7~qg z@j>}zF!$yIlYOTn3-Xn;!zX|y)!2FtcXcEN>mZ%R!Dhg5w3k)!2^{O)pLrECe7$CC zDKx=8RHP;R%-$a##&D4e5$AH&tf?Bk`j9KvMLmMiB)_P`8zJTEmx%owoM7S@^oD_C zgjHC7#XUNnT&JDd%~)MQb``NRT9#VF;5dd!){OO_mP&-mxdWK~1w}nEhCB#^RHoHs zLghU=0k#nXTGLAHtQl5)<25GZm0YWvJG=df-YM7tJ z=PrG!U5(ZSveSC;bBk%pJ6Q^F@x4{6mOQ7$qBWe5?POlJnPPBcUiXm#(`!ur(HRgW=;*mr$Nt9^Kc;Pn{WpE*votHKY=#u%4!f03R0eG1fCHIYNS zus2NL;3R_5klEO_Tdn6eX{(;A9AXbF&|;4)(D}N^A%55!X7JY}Lc|d8V=92gA)pb( zA$IQ6MpDcfuVG$~rH+~l)Q_+0u?U~YXQ6wV41F_19pp|p)2dcvhcl6|x~3~*)uYcL z_EG?udkK}0qDZ6p_;y@bw()@3XCc5~ju|s^x=_S#DJC!G{5AwzNnU6KKa|pH=RV?2 z^C7`Jf)`3Yze>y42=Yj8Od8-!sHpi4$@tA{qqHbxDt@Q!T}-s(iHOvEa8}3rpFatR z8)pWu$3wSyo>Do(Z6bt#{Sqc^oX=p_lbrG75@(a$v=PiSh+_0cr>-$>ALBhA9lCJwolv#5oH(k5Lp8=(zJBS~s7 zCu2)f%^*gXIDQ}8M3*yb>6|$jc%?~=7^Xh;2jap-7`*015Hv*!Tye+B+~Cv8aS-4t zwY|dp(HgtxF{@ar2d;nGdLyxdPUUNN{L@eM5x{<%?zuV)+v&3o}Qo}4rP$j<%HJ$Wm&D$ZF8 zv*3=%P|?ENcE8xxc(3h_L3DEc=B6$aJv*r{$LdR>ZgaCH z`)}gRapEWwAPEwFlr62tjP4w>9v~#${z(|xW{S9+NXl^xEm^Annp^Zcvw^zAnT-i@ z?iX)3f;A%)dFQuP*bmE>>x>Uj*qs62SoKV7rp*58mm;rQA0U(Y*$UObE(EXxF`JZ~ zb-rS@7!EpW<|`a@BlVY)d1*B%(YmJ};JvF6!vk&g)Ell*9I?6HCA>+srLQfN!o^7w<)bDulx?-`M5u$CSVmUp80;OiHsVGEGR!Zhu zg92?m@hgd)J28$B#_Oyl2o;v+-oBzmNO>AR+0TwCJ6*>3Llb72PSNZXT*>pN1FYHJ z08v*7X?Io%#{Ax}RRy!4pVk;(t8JFg zyRKpwC7zA+9xi;!^ZQxW6*OOFArM8S%$>}fB$Gv5Kq`2 zN*7nKIr)7+qeY|nHQR|;w#&boTQn5beFFBgSP{98CJw;N=~#-j06}=_ z#S=TyxS_;GqLe^YuJB9Mo}Ypn_}e>=%A^itoLxsdfb08Csnz2T5o^|rh}X3Mxxi6M zlS0=9)tTAaG8jcc*DZH0C>xC{pPs57vJ+@*T{TYDh|c)}b^UFlG->yxc1UlHdc~;N zz#UQEn(K4vf`r)Q{FB|rGYQ!G#e6ZvfmkO72?>P6=4G7QEil~!E<3vycJuE@8j|o6 zVP{%eC@n4Hgm`BLiB&*hQo!)_8~qCc@xFKCk;`4bjY)JKWWI0H26dQb$tu|TDA!THQTZ@SII5mHzi*q?dNRb80W`= z?hLRH6zBOii-HHf3&~yGP|WF!mbO$ic z@}_!6jRNgVstePLQ|BwBWt_b{aNh4-+|s>)H%>gttl`t+?O?Oic`N( z=#U%>{Hm`Ok#m}ofX3Y@Vp(o}wu!mU)49i6Bw`Vgc7HHOAlt`qyHOxaQ7|jbqd;}- z_Sj%=f$CyI(o?30fyWj!MPqkWyVQakK_&QPWT?AlG1u&qRla6KsO(M7zzm8=wfLMiPI8#71j?itj5fp6}78F$#8 z4+}F##b-FIT%yQ&nA>@*D0C&M-XADXsvq=kile&iK(?ggy5buz=O!;(PA`{qX;|H~ zX@^A1#Jj>|&)g_>TK98*JzqL>kh!X8zj+)uwhG!XX}q3v2-W(-W~Y7 z8T;IJC5ue#6y&}#YQBO~m|-UHBH$q%z?C%#Qlh6VqP&gZM1@2Q?ie^&p+6XKfF>4J zO4?bkEN6J)F&303wXsYUBZeHUmt|8w(2EzHlHm@sEWFyzx<$X$!S*!4d&PUHJ}H*2 zbW0`vtcCd(B(t8e$mm_h<*&`+&tjTH}vA z%j-9FzyHX*gJqkP_6kXJI(ZrR^w>7-s42l6EFU+zaWp2W(c;o+b_(?`oFB5yZY|9| zxd_eRxl+G5^6dv@!7g|8WG&+r^R{yWqJB}M@9KY0#;x~w_3bw_v+vC&{-m})`IFAm zd7V%m&!UjQShA7zG-oZzKIOTb7FL1TN6Y=r2)&GBmRFJL%BCEF-NyU^;!@s@8$N2s zt%W2vS(QKLdE@C9?Fhe)bE^ki-1M3;pt+P3BGG!t_wr}DY@oXhWzVw? zEi;zxxU1I&ul~O2@vTOW>D7vzN6Xvb%^x?#1>*hsGfXu{;M1BTHA#A6VwHTSOO$l+ zynq3!w%RNKarC^JqgmwnR z>XC$JsIY4pi?OH(q3$^DJHw@E(2#2qS|Kx`t_jTE@sw^UB6LT2?%AOZXq!f*C53W% zEKB4$0IkRPFY%XNIT^#ct#{{h?8|3o%|Io*T)*S_@m)Vd1&l%@j6x2)IO7!;!Po5S zlalNQ1*<&V$_EpxXoUx1cjZM@TBz*=_4C(uiiP6O+Qi&f@UW)Udhq#Eb&5z=xxxDt zrTq4tVTu;`y}Cy`LWOxIx1W034RI;A{40dVPFoA3loTwG6fAL!{}O-cgFb9LOV!Y~ zQdZy@%w_ZLQrm@?ypK$~bZwM1y#PO&2F}oQ4j(}*-%)$mzhk#|zkXglLd+iya%RxA{1q{; zUGeC?K8h@zmK=?iTu@U=Qobfub&%ja+-$vKH!r~O41lFJjpu98+2ayNsSAI4X{ll5 z=&LrjlD$G#J8c!C=@ov&_LlLrIN$hLSC z1d+;W1B&PG9I_+;6P#TqoXFDreHD1w8TbB=dgW^0O%=-CWBcCTd2;!&O}2Q)J*U>( z)s!Xy+e;T7xQmaoIqEmh(|+?k%XRU7BmS<<%9=s^0Cyc?YbFe63o=2%eA`-uh3F4P zO2nOxLAr)oS*<|@wrVug54M}doy9>NP91-Tdl{codSf#w=?sZeGX;?!ies}z-Z0{j z$)vXP!0py04Jir8o=cWz>l$TXj8hl7HyWWaxOtDw>sHfzXc%Pn#F{c&KdUTiBiYF- z5%{i8CmfVNvuxe4iW6>B_1KcrWVNsq+|d!EwUgqzeHL%q&QGl_%?bWhhQ*PrWxoq+ zF^fF#9?rPS&n3!4qtcoptH}zyM@A77ZwkKEe3Jc{_rlm}<~`5LdiJvCDkUT?N(fw( zK!4iEGujU|96sz8d>gftJ@zPI%+s~gv*)g(-Kd@3sGS}D2=wrFqx`z@s+X<)CS z@s}PWe-2fWNl-d=32^MMZ-9FMvFcMbP+}uizy&{X0uK0kl8z2SmwJF%_SsA_qGh!J zNr`YS`fTD&DFkcCV3p3m5ey&Wzr_EN<)Us#LUR7RuDL>BBZ=w1X-&9JG3)Yx+BwSERH@zM+_n$X z>Swc-Wt{XW9pEIg&|}q|_|=^}jsYP4(u0S0xCz#vVwhM_ovJeZCY}#D5w{|)iED`S z=o)tKN&wsf=7?hAWISPwrs!#C1ZJMu^P22RCK}F_a5@4bg6E1qae330_T0XBJlA2a zM#e9L{*mY^ibtQtXsfH+HzT?SUJkTp_Qjzm|4MoPk?yp*imuMzZAq<;calE^m{`L_SxW_+dO7}3@VRUc$$TIK554Nyh?U@@j zRhb@r8rygBVsHF10F1{28IG-KbZKaG4IBeN9Mei+Wo?;s#Z@g#&6!Ni0RBrH(-})^ z6015jq<+A!wfVcO*EVhEw$jUO620^M=+2>6{y z00u^g6h)NpjmgLmt(8S-7WJCy*5=M_FfiU4)3ha+STGw=@NoH@+f4MtQc`HG^p)X2A1qS z(@h}dg?5L;VBhA55ppC~^(dw4G9Ipt_)52wOQ4@atGwEro^0N1)NA)CIbixSMOz}tvkkh*h^yRS( ziz}Dh=f_!|1<3;AX#-_K~!x)&c%)>ix&D_=t;cfXbK0)bYpW`NsuW^d$@O zTctA4hi~$er7|QM3O`(2kfJyzD#1!wJPbUlG(4(wJgU!K>+rJV)#4D-W&LkQ7kAwWcip3e z=XpEk0#+;w!zZ{n@RGI-7Y9aszHP1yZq+M|*37xBB(WHx?nLYnnEs1jpX?$Q(`jLN zS(I`tu5nOvDt$TKBOEw*xE!?`X>1d(IDqE9Ay%YM!*fF{wk5&ViER>3&;b5W^Le}#B-manTS-Xhgq0A=O6W}* zTb4f6qSa;^8{zgVep&D{s5+gGph>hS;^t3Tp%c}DsOr{DY?dcHS>UXmz)N+$aR!ur zSZ03GTq?~~)p&Lbk}8sL2Al}apXHJ5Rht??hlA)id>0(NsAA0=^ax2^K(W{Y)y*-SyF2%RiaoHNX39O@0yY7X3(cI{I_kv1{N@lINNP zt%WJahCJ7$7T#xhP|V;3zNvQ-Rq{u~XdU0;&d7X_#c==n3W8%;@~BoE4}pS@nxU{e zt#0ZiZ7my?EXbn1l@`AQ#ipE(`XZqN#rA(IMWP65arGd$wgeLN!cgGxqN=1=Ki|qa zkuaL9qNMmF(;-$KoHpr($ovmxC{Qn@NMQyPtPE zK=IMILb8r)gnwwb;?1^gm$agnwDKR`>9El)z2D-&o50VT0AOOG5$yT4UL($`AQMM=4{DG~Nbt}6DtpTYI?BPDY>Es(P6`o#| z;6v@$$8%c$bQ)%OflVEMl%Z1Q6Y#N!lGIN{6iX?6oRS65R1L$b=hNy##(X0^VC8z&3&Z6UQ1y;dDuI zQwknCz%gfTDl({yM}7R#A8bFJcyqkq@HkZ;*`5|9lsB&y`7GwtB*p zrA%$?j9`Rp(=4Kg4PhKVZx`CTI=0vfe!SKC}IZ5BXEwwzS_ ze9qwdncrU(Klkwky!!kH`+;VqYOtyE8FGc*eNPno!3&&mPM(>L)HsU#9LRRnrB&Bu z5j9S1*zfJyN#mcpeV~qeX`4Wa?H7^B4W!Y~Ok7?#bM}&7p}m3kc;k)iQz$hj>DCbn zJa)r+&$m_XRLKWQ_<0E{Oj_xM<$K+n$bLr19PMr9o9h=$v>ZWQij~WG_1XyfE?PyB z?FOcDR>!s_;^p^KcAB)He&WJwrf_C9ekI1TX3b||g$#-g8QzvyK9e}M27BuEmxb43 z+L?d$@4PbGQl^F4t5Y|P>Zk#~-%l8d!ph#e#H4b!YCdR`bPekrPmY`43mVh2l-t%D z;MVWrrwJ42&k&f;f?Nvl@^VPaL+Y`yz}QE(gc24{&zR=lv6scYk$f9-vD^zW$Bh3N ztDW!!(=Se7AB-4_iMehr_tx+1L?3p${IlIJ6&{neCuRve4EJ90`7+r4RKs)M9pg8p zWc`jg#drIl-ElO@`k7`hrj^2VqG&KS*bL7=`&@m*w~P_EJ;8PXBG?hNmb73FF5LNm zH&Hi#2mG|&zj!u*S$ON(wB_kVLO;Vo;l&f4uVnGEXx^Zhp~A;^ zOXbuNkLq1cNmf68YaD=er%PwTkX>0;#$CNRi||DM8RLRw0>PIKl*q9Et&BJ3T-W;= z${!GOL8gNsE9II-0|R$Jk{+HQUPh+R>u9N*qxyJt2)xpI0ZfrCnQD7WDf_--c2Y$i$8#f9xA0?-F4uO_ zAa_s;KSS71e}i0sO&xW$`qo6BpUTUtlA zl1$kGHw`~k1fB3-di+foWGE3h6mqhTEY9dE)tU=vV8Kn~rZM9zVm4c4&HaQz#y-kQ%WIBnjpOs`%`=mpS6&HfTPVB1q+z1%2 zzI+e2^)}dW$P4jU!H@CeBD2~rC(2Cjhfm$#a66R!@FD%P0fF9p-fL!Z(dC95D+rCs zkDM=r$LA(ye|l8WuauCu8-G2hn{y6AXun;+Dyd|iRKWhuKqZW zIxPD1bFm$l5tP&8CGoDS(D1vYZMOMd>W8+OmOId=N;hWZ_0;KLia=X>f1Y=j#$5V* zTQ%>Hm`6LSxu~Yr8bYazd6D^mxFW{h19PXi-kgwxse~LF{o=FfOG=!UAl`I~BVO8X zc_FX8_MI76*rS>j=lex<)$W|8Vj2m(4`ykgP@ixj#nPGKsc0p!;dG@uZNXsVYC;%N zTDm`;mRflJ#_focRefB4<}LYua|cak{DF5{K}@*=qVS#wQ{PA|$*|yY7!bU(7 zuLbUusw3C4u_p_OS?aHl2+&AYAZGWKMsVWtN>Uh;RXQgsNRwLs+7gs{%`4kfTY4qa};4aZ*yE; z5Yi(3e5w)8)Q~p$L!&BLl=?(QC;Esk%sQ3UyRh#>8j6EZi9mC26+8}se7PoH}tz-XnjAPGWHn89Hf#xTI7D888Ou+qdSpQNA&*&l2@zMCCfXyovtHmKt;WYIJ70{ zXsCKbL-=nN;ow?(lb0_PQb=avK`gR#$)(*wN*^e`YfB}>EuAy(OPi5;yCOf1y^ueN z6>f7DtfsM&$fF?)f)>_u$)UF(9Ss)o0UZA?6N&8;|4t;lIYD4Lr&=tY@T)8NoB5CN z&l4#>CSC(wF)&gY#_vq6%)-4Ak}8D)X&WEGHcN6kmwC0jcC{%HvpeEJ+-G#8)*@Md zK+ZEcVPNdY=Sd#=Oc>?e6HW?-c>h9s1z-a4R+J6JZnPCSt2pKG@wobIXU*L-?@8)kG(GfK?cx8j?Bw%z(C+1vN1hVjs$K z!dW>sub08#O7bbkJl09irKBhxo`$R5NY^ z=n$!#E~Ha(NvUoSDF8ZueXei ztLcIU4KXt_Q_Rd9bBr-FGsnz~G24lmnQ6@In3B+vJ1wbJhXY3a^L^XJa# zs#8^c8lI?$Dmgsm%tY+w3f;p{iulKu?GO+l7u^4Y+R%jD3AHqiuA5=5j$~K#iKiD0 z9Y&hrQi{xRaJ%AU!Pq&Qg4rnWNXbP6ti^@pPh)6oh^sqKKG7#+RPMsvu=yasj%y&; zOIlU$54cy%5URs=V92&*mUuwN!?*lv? zb9-L00)K((e`I50C$;JsMw+0PJ&;DzyQ3^+n3coW8S5IPe9)53-3U&_HU3$GQ1h2+G!re>Tj zGGLsB>QTrFF;|h_y-B}Z4N>!6y5W;szT(HSTbvabM6c-x1z#=Fi?wghsCuAYyAJ=~ zYlFt2gI!k=M*NSkHy$;=fO-XjmLHXgkdAhox~^(r!-d6`phBZQ%cgG`)nV6tA$JtA zd5YnYDJJoD%%YTtYt4^04(x}wZ;FNQ9i7?FL<@5p`g#gxSk`B&^}t7G-LNry#;N1z z)B6A`SOne`K|q)rz>g2o>;WnUlK%zPMi>NT7=AyvGTxN=PW|NN){ z$PmxJDSIn5ORpDWCC;lnyyu%60(9Kct0zuue-`SKihcjtAwn8w{Zr;rFd)i)#Zi(i zRl){_YD!yxaO2~q`~C8!A@`N;>FD{^|BdA1@#EIt9!_B|r>n!qZT6GQoC2TWbDXc! z$HEyA554ckM2^PFh4yLAj!MN^89}jqy!N}^`)$)@KJtx7w=%FngRpv+8e^Vmg2wu_-iq5ac=u)cT}%l)aq2d3C7a_VeyR)ffFkhB?Q)Gxg^ zc7@q7vi7jDHJK_U&n#zwtXVS`>5HRJ1iQ}xhdxPW1-_wsLu+ibxOH!thGHFb3Smv9 z(a9lhWp9K%QI2X>uvAn1Peg`E<3E?C;JErLHk;-i@;o*borJ3sa4A$x$q8YrfEhe> zc2+R&m4u;??<>htNi6yc-LrB#;tYVKLtSs=9pJAr7ek?pJ4>&j?1E#r%T6<_}|Si7&GWPd057JfY)22 zQG$rkANqNCrBg4!?2*;lNWG6-3)t_qGT{gJJ1RFWtw?4`j2V?*Qxl}{gflvp`(S~W zXhnf9gb~Ohb-LOqTHupr_(3?{sWC<<{25L!=)dF|ZC|3xdnV-QAB<6gxuZ>vlpPYx zCUiUj34wm$A0ocWw*db0OfmBG*X7ZC{4~f$>QoXGvyNpQD@ykkKqD5Gi<`7fvEKMa zrXrgeWn4vBC5@S|(pEHnTu#TbGxEbKgz}%w6R<@J*#hU~a}x`P!)<={#*{})-Qs7vuM#9fh}gJuM*BY4!&)kXYw9vd$m1?-6>4V9 ztpu(DI87{avj1Va8C2n<1|xr z#DS{zwbH;M293)p6?DpxPz!%!kp73eZ?UmFGD?aYO+-={asq78-CNICyZWYT` zm!v5pn?sTTiC;Mldv7>A&T%7Jt}RQxV-OFV(RX~o=1qZF?#!EDzQIkpM9L4u3vx2v z_F>IHszIAAoNrd{4&dVT3BC;)9qh@X*5FMgil{W-7h$jwkQ<2-DEWO9^FtWP^Kw$JIu*gS8=@lHRw!t*GS9vwJB-r0NYxz%Lj1W zG_)qaxXjJKpW%W_|IsOZ6c@9&^nE^?ZLQW*)n696OENx7UdXmJZtKEnq=W*Wb_$7L zORWWr=3pqNg!zHx^xga0_gtZzLJC7}q;^JLma$C*=Nn^`J@#lD3l+u3pI%?Q`>5|W zIkwx1d41}_uL+Br09GZ_=Gv|W)@4WC)hOs|9s!pF*|&;wY#Qx3xFn4#o5U89-HVFv zJk!yFf$fyJ+>N2xnr&W%yn7=pINp=A@|1e#VfmHYqt5wFTAYXWNJj!^jS_|PohxXS zPRZ(*^wmZNzVbcAcYd1~-zslxHTcvz<1C=5Yvbghqf)IPY#O*QPt?T7-b~J5^UQyW^UyUHe{>vc%@p%+_K?S3 zKLj)*0+yLn;s`2c{B3R8A1D?j#n(crQ5X`1?8-~Rzp5`M``p=87b-Ndk@Qb!Hd#-Q z^l3;L>$~xyHuY#12uUydb-lZ*lQhZb)rc_VzNbS}_`$fMY2-k^k~p}$uxq8@q6#3j z9H)|_AC4cS84jT*A06#pB8y0P;s*VkRswHO#n~@~Ng$s!w_%<{wWrqx-F?JBc?Ooo zCQUVKfYjq})6b;FYO=V%ikk3V9_y~Q^!4Gw{Yl~=j=X}Vn`3zgE%dg$c{y*iVZ@Q? zWsCYal&2DG_sUS-BVGqM5#q@q-tS1B^a&od&r_1&18fjEt>Y?63{2(d!769!uJ)#} z@M$0^y$45{2=B8#cl=lC^5bc3vuc9M7!iaFZz%T865GL*xlSB`_hKO~jsq-G@eK!a zO{bL@c3Dd}2QOK-S!kJz#I1g<8uIi7mqmWMuN^f-fWCQTl~XlwSrBBC7{$7JA*b?X z&O^R1>B|>iW+HD_YCKBE@vG*OZN3odPRmgKrS2~m;Ms>N+LjN*>6T&$J=K%%B=E^y z8~JXyfzn9!u^C8uZj(n2Bv17Nbgb=Fd0e|9KIUGT$(_r6#ZQ;tmIGgGTS^@O1aZ9X zjj}ym2=xG&@PT_zf@T+de=`$q;(=uS)C1gCkJp_6;=v_{$?kI?2mF zF8bwJSkpN(D74>#`7l5%Sp$FpU9WPJJ!pm>jN^Jz8(nDH*!eiW87QzL8+oLB7JMmE@JpVe>T^caynh1HZT9(fzS7bQr{o z^Bv^-IV3w)`sUG=tI*nw{^4)a!6d;-aac0>Rx2a&>$rX5A@(Ph!lTzzG2rF(D8XYtP@gjTdk> zkEFsat>=0>R{5=b-SNb`MoL$Mh}u0w7iK=O8*;TOoxc>a7&%pYkUdqRr3+%#)h5pS zKn52?!W-Wy?1J)e1UC11sx=pa%En{_nP@*@Ezy*#1PRluCn~aY)ks|SON8FboWyVa zBhR+6H5kkjj5gxS`JahWCt$MKY4pm&Ji-91$CCbqY*&Mm zA?hq4nU!TdDb}Uqeg^-8BLc;6&Zr+cwoI2GP<})>RSJL*SmK}qfwgE~zZ=)VoeCX( zyWVGP)~r;s;FNDJ_bhpR+iqO3+V33zIkw7-)iykSB^&g~ z#`&nuWXfuq9PUP{EK8V^xy)zHB=@D=5vYk*dus&i1LS$`ibKHOrhzPe6(ecU#RRfp zFQCC|>kUV&;+3M7wln8Z{3kc!AncPzSzC08;xPO}ujp8s8T4DHI2zU!-cycHCSIjM zG33oN1L;Q}3<^Opjb!uFz(|Z+=Ww6E)W9G(_x>$kzwRArt--du${S>QLDzk`^&IJ? zQJTmKPLCe6?gu7UoZnBTMSojwAf{-?9Ak;EHMgc|6^;8yGFuf8u6e(}0jmC28d-^M zvfcd{bml!!$OO?u$B+mVVYL-DSQoBPwDHQhV)4E0#@4)tDUEM=f%_QJnaExo8wT$^ z4amq=>y~RUnt;+aoPx*x<34TX1*SH@F8&)JW0<4P3_PS48}u?b zn^nB>&u;v{kHvVsHe=`sf17V?Xr)4%YFQQ9bC-7+vm|Ef8h%#ad&J;N)E%5aHGljB z6zF6LrxIZhScF0$T6b_8FZf2jh_OPY6ref99spwCVeF4^-7QcozJwJU39Cfq8@;P< z5}*xH)3dC2oU`n@1m{Y40%`~C{&?=Uyd{SD zgM)Em2BNqE&hWCVlkJvxaRF?kMJlMRol> zUvFel(2jG~h8hQ^kj*Ximy!oS15*8Z_g);AO_X>gq~?*no$@}AU@*Zi-(!RclF#qC ziJvQ+fd4A|{75iTpWPi;ZN1d(M>6~Lw{W#f(ppRlV&3YzN)y{_LX>{q zNB+X`9#yFwTBtq3OZv7Gfp|57%+9yu+-NVt$7?i*Q&!@?A~#|yK{J+M&Q4j7m~S!> zw~{TE84|l3;TbPe{nu`j^9=m)7uK=0`0cnQwJ+rFd$bYin-@r$rv0ZPLpChRs(O+I z2$OxZus_TkTJ1VMyVUA18%x|qYCRalcXsa7)^yoH;wl{F+Kv}TYfpL^C-1@TWnK;t z7cV-DgnwD5M;KQeFYDIg2TfS`%$dbhct2^eroXfnMK}o3o7sIK2&n6txebI=vXPP9 zAR9ufrJ;rgrc62Vbm@^i(Rc&wCd(i8MXEg6QW%*ZoZfGsooX}EZaN;FjkzXL$t{=o zB(e=+-I!I9Rq7WANjR9z_2Zv(ZD6V@&fnYPLmSqYtuDwp~*r4){4JR?u z-_9lm3_*pzu~G>xNP-BqETJ{_8U!(lz?rO_;J(y6xXNi#(4jkRV7tYcrJ$4)25r11 zxIFd_Ql~)o{DO_amh4?@DMIlgTI0MIO66tEUzl%B@}h)RPVl|qD}4G}p&Ud^xY}rm zur?U;v^_Zp;P90vNmMEQ61O5f1mN#~1u|=xjKl2Wtj;xFCH&OF%;Fw}>0 ztF$ETbEJw8IT2>C;l|y=Cc4=UKq`BF)Ec6nG^?KyoYOk?izA?9KuTc_`b3TNt;`@vRgIuU5_34mkABbG^g5 zwKA4%Wqu0tH$p+@KEI9DgMn_Aj|?2U!9U|R#4)4J6~~=)g3fGrjdp{9T!)}muI!8N>u)jF)ewOKqIC3fFI^OJVn2 z^)n(QVRV?P(s4o>r`h>ctJUH=ENyQm{+!5yPUd3C{cbIU2igpkL)}c)%G1x$EI8*2 zEu<|nH`=I=Faaj$3!?Zu_j&uM7TL`m{Hlv$77ydKZ2;`rPYjJh=wto8TND-KZw*#v zyY+M{22t2}iW#bsmFdy)$c7Ri28Eo0hYD3IV>X{MY=gwd-W$d z!-zL)8h7Z%>$mHz>tlS5=9m@j5PJ)<_o5TN${2(_EVoo4dBYP1r-}4@d>}ZKk-}Hy zSStNke!$LxituDLUbS!wG+Rt`!Z~~5?uA`XoLWHtnIs3AfJYH10ptL;c&k&y1xaX{ zFimJ9?ZIz)zFGia2=mcv&0qQKl%l%(uY6|tz@aaR40{2+ekTVy`Em$hS8IWU;Ih`+ z$_K_t#U|bxK`fYCOby}xIiC?=qbb%>WhntpkpX=Ip2nd>yJ~>c>u)p8WX4*sh*gi8 z_Ff)eT;8907n@?x@ctRlb|V{wL9D{l=#_*~$&kPnyNE5C(1%Hio$y&qocMxU>~Q8Y z+HE8v#%Gc7BfQ_Q!MMRMCNBew0mpl_bb|d;Lk>fS?lsoCMxVV+EBq=*q-l&h@h?c` zN%E4Ql-i5aL;+`OX-LrEafmoWLP74St6B4qbl@MpHedB&emqhHiUQ=<7-4Ic{2Dd| zm#0JK0{D!qSNz%C-7y9HDc8#oikVW|PRw(uQWj2IIGzZh@M))|1G6huKVhcp)T0~` zE8OWWB(EBsWS0+w9EsYy#a09ZgXO%A!Lea01G<{by(&CayuD+)sO7R0PV%PT%vY%E zR1$@8ATU!8O%EB?MkG9sa<1bN_W#mxz~MGx6)asyEy5}0?o=okl=^*d;@GDQ^*KDU z|LR|X|2(2b8>Q|nIdn4B5M4+nm4{k>^X$vhZIKh~Gn?dS?>p*=M1|O7j{?#JGB3&A zPWM|@rXohMzz-zJj1xDOn%`g3%C^W-oK0VwdjZ|J1ho?Fh}zxdPp@z`!uK3{*_sIc zI#KciOJ-eTH=lS~?=Gu#bbLM(onFY@wXKns&-H&?YODm0)DKwDF$cOY z1I{8?afG7go za3^mpBNJ}(FWnL(a=)`KoWksJ{56lR4yX~mN3-l-LlQQqupk|cl6y0`NNwX9$~oWB z?ZV!^>v9H@6Sm9X|Na9y0cn|DS9`E={P@u&({Qx$4R3fWi|aZzwy9%A2OT{#hv@5( z%gJnAMqXcANMf(9icWsx#wq->_j>WnjEt+1(8je2^no_m2(TZD(1wRorq^`r_||$o zWL;(VPyg&HzVhkj3G^aEj(+nTlQpEsVaDc^^;VGOTzQCB4Uee+y~mAFYTU`TlPPGe zUI;A(llI;NI;zJd6PqX#$vAYN1C^Bef~fr(pMPky`+N?^(zgjw@*^|Y5fLm!`A5MI zXdaaUm^&&~Ri*s^D9ZrRhfTt2IZzx;)V2=|nRGhNTH=QTtZ(_l2Rq2Fc>9(2jlEkw0VYiMtZn_j{|J zk85=RWPJB1cyAwwg42>4E$ZgNJunyr+UMPEK$g;>h@l?Latd3PGnIYAF`Z{2XY8}# z`CHA5Yf|ut^Z!VA;r~s-tLRNh$=}pSF3YP!&o?fw{zt;=`u>sd`d~&Av&Gi|`L2H~ zoVXGJ#l^9Eg*8qxQd7}1<<1T7C$ZTyAa;i|0+j+sD3z$XG z%Vr^5r~cKjp!2%uOvrpdo1wL@!|a9SaMgZ-h94m_q(A!#ylf*S%{`&+@#f4Pey4!2b(D_3U5gxh?>9p*(cq%Za$;oJ!86-ds9=F+^IGpA zrm{CaNEg2Y>Ef$K0b=WeHCeGDejiN)S#|VA-T_Ild+q_#*?pMd%v6S!;lp=DIvHBh z@;%PR$uXJgq_(Z0^DlldzjmH{MH#l~aWf30-=wzjZ+#`>xJh3`N+`kG$L#uVEa20ynx8KTqCyy z-4vil`;PDP6l2Bt0(j}?K&$xo-uin5&V#`ub?5`x^pI`=a(MHM zj~b9yAD;aR2SI$-Rit@cDxK}Js@f?hK0t})IC7hZcsEYAZ(d{YbgJyM0CNi4l~A5y z&fWN(X^7gzNjr2xcw@MP7;vZvDuDuoLP#u3kBlis0o)pp3p|3h z>N|y2Udgs>(MHB5aV9gQ5e!JD8qrl7DNYs~Q%Fx&E@%=QmIYUVkz*t?;+k1SAa)2n z^esz82f6gxbFP{v+_^+EhoX8cuD$d1cpxRNV>OM29DNlD>wWUpsyQRMtjc`JKEmT6P_pyqr+(*wY-;5r?Xs{&B z&sq-dzu9~o&_sJ1lW=C=)O2jvVd^L=jMq2MW%e`H#iidc@9C~%0RK#7*I3#bld#&a z62$3hWKRV=^?8Ib+qk;CW2O&Nt?mo4Wr9xoKv6bvfNKAl#+hN2P{`Q5UqK?NzvM$( zaBy`%#X+1iUw#3@1$iIi-bx|;i}X=uq7{anBypXF@mBtrrFzlxla$brQBBofWsS-3 z7f4z2XHcQXc*k1)xjE%cKHA;TSKMNgH9G_V$5 zz&O^NJ`wGGGj`aDP=&IkG3Tq`=ri)yJZ$|Pk&Q7WQb6=yH=f6opWKmJkuU%Ku8II9 zlj5+`-suc$gk?-jdq&7^Z2%;j+bN$*Rn9Ty+kI&Vi}HyY`lE=V7Ep`y>~(-x_v<;A zdETRejfDN9a_iC47H%=!Xj`LEE8?Pjd`Xb4oG^Q*lqyN>twlQxACJ14kSz;TLQ;KPvm7{kP@KE zmqDs97qR)(YG2C*fwo1TdMtR~l&i(jy`5li`&9DzU+bNj`oTJN2iD@F2zyb z@l^e`#iF3K?BBMKu`2ZAE=X#+Q#cZngOf8CWOO%6*_}u-r)ae8o`YKX@T9iO;nKq7 zOt+PPK@^3iw8mqKpCxOuYx~a9=YR7nY7XoTFMB`NLYyPc{yuA6kBfKCy!feHCH^n0 zvRgYByHO`)?$Y2XRk4X1d)U3y+>?s*9eCO37RAa19{Zv1d`>9mxaguU0W`JHA0=+q zpfn@BY36tCI84(yGJ3=Tlsa;N4l?(zTixv7CcWBCoJGnSuv6BBP3V-z731qI#@y+@ zaT)sGG)EmUo0K)Kg)@B2V{}yhAq;Vm3$R0-wbF0&Yp*GdE0grzdScuu3AoAAIapKW zt0u2dYib&<_||dcpgvxD#A3C~VM%Q7U=g4(@03w;t^w8L{keu!ZGgUq8MfZNjc}3M zhqr$3yYcL0iev_j^m#cy>sVe0-y`dZ5$I$WB+JWKsC1I(?#(nzE%+nbgvi}F3x1xh z^|FFLd1Bp4(0o`c2B7kg!{oaxPT|Gg7(G!OP285k56ygeT*_eDjk?Q-i0MHsGXZ^c z+Bk)H+#YjtZf4e8wFrESs)-zJiXUipgG4jlX*4s1>&IT~W~h_2WE%}!Vh@Q11(e(xj<&1eSS&8_N$PVR%)anZ{?I~3C?ztmug9c|x1rPb3Z z6HRzchjFf7&QN(227x($3N(99jQM^D^2TDu`%rPs$vTvBN9y-uA+4cvIj^dJBKUmV z!T4RtUZgu9Lm3(cKX2@!AYEQ-|ME1V1J`sNeOq8~LH(9|6-O#u_CQP|6Qs0dIY5k^ zNk}v;=X3AQARUSF+5)o`3vYa-))FKbd?M6{C+bi1&mYauXS0~>rdgpTm*tbLCCANs z@cutFiFVFIlSUI{ijXFe)DHh5I+NuUk}w09u~Htf>HfGMK%Y1o1&}t34>xUL$Y?IH zL!w9>{J~A{9Y&#Uxh@j`=L&3{nEA-S=rmEGbTQ5H*vO5;Ix#cA)#L}0`T(13{H2f0 zQC)WugS`>RQ~Ebzr~Q%1+5bG%!rz#LEv=1OrjOCUFYdJ_w&r+7!}-^LKJ;mVJJ|eX zYan~^_hMD?@|_yEKFYm6u>OzIvi?G!{_1T|qOwFE(FoK-VyA)&fFjVZ4o<{n*qR|Ce4#||HJ8^VvqsmHkn#qhPU&- z2%0*j`|zLm^?$f+EKASrC|P{;`oDylJ*WZ4s7MX8bdHvMmJ9k8X)DRmba3+ouvOxHw<12Mkoy%0CAEwz5k3V0H7*AAG&p#Ww`jr|q+>z%}|zK?azy(k7p z4K;x$Y%;G_(A4+hDvAp`rc=|}AF(rAR;=eNs+DsmoK?&w%8ZBcJBj(4*TN4WmTpOO z&hcWJ8FA6RG%i~LOgo_t}yL?u! zJxrUC)7E4)jlXAO0CdGI*+n&lT~m;^UNZhtQNl87 zFyK<9=Vb?X?Bd`CL7!1H53E72LVU;5{0rpxO;h=V!pscbcR_scV?ONFtKR}|o#e6)}CE&uY?LJDV@;?vF0-!jk1W!gPi3;5WJQBX`W z>krtr>yaPQ)^%HPJiM{3H9;D4UTX!ZY*_zPHaSUsoSjmbU*xOxjbZE|Yd;ph`0v+< z{Qo7?hW_6YYPOo>W{dlwj9vfV0X2P)JvN!^cRe~!7EtC4Y^b@3pqG-Lnr<43dV=@( zi1Dc*kS;Q-OoyvdJ8bJ+h5giNHPjVos`_g3K8toWuHp^qxX&BLk*kONzP+~wd2K2*av;B&I^RC*1!;fiKD0>%M^2BW(VUSfOxv#z|1$3KpABB+ zSvrB&{(i}x^R`(=R15;@2g!`0f_dK zbbQ#EpF#_jfon;Yhk#G2X}M&EEk|g!=mBwkb5ADan$RhN)7pawe^s1gEu8fIc^yU_ z;@tF6i(USxqrg_vM3))epp0jL`wQoo3x|evIN^{RI>wMtJzgh=EvKPd=k5q zbHb``vR%7$R@(r`H|-=KUPJa@ja5AF=6*rOz}(iwsIWasFCPQA#mCCf)3z6ya8;Bq z_d6LUbH?o*Y^3&CG3HdQ?QqlNV0u)z># z=o)97e&)nrL9qmv=2$TGisn}TjjlCC20hnttQAMFb4>rz)+P zst^#(Q0hYIh{GGDgKO5?9w*k@{Q4_O5~uJb(n8TvbQGx{xZtCzzYsFj@lVW&b&}|Q z2e(yv-~!97{!8srle9aT)4cV1Yd9uhUbH|F5kq@D$Gy1v z@HcUzMabC^wk1~z?WkzOUNPqi`KzSYA1*L6x_QW5&(Bhe6`k9Kg}ypq+-NC+{aP@)v2}QfEVi*v= zd@H4L#rpI~(tlv^y_KGUrsqYPLb;+Ju>}H~%7RHR@ObilG^vl*Zi=Shp5)W%F;9{UZV}bN#T) z9^Re4WSQ$a#;-}?9BQNmw1TR1T6d`M9TagQ<8*ugS zzV&>R|0nS*h?(v>%RPl)|!_vL)VMPF2U*=nw!E4frJqD!P~PI{ni0Vd^9`24Z$)759XkSF6)k3Ce_jI|B=`EIQr

g)$UD>lb~Fm_}7gLq8V!o>-%hNsqx|)#o@}k z*z`19VZdxPmMqB(;+Y{yR&+A^EeC&&d2WRW_+$wRjc(Vt5GZdt9;^Nhu&-UrtC&m< zPy<$K(Z_(GJ7r1eUt~>Q>L84bXJyh|BIBe1EDH1YnpuwyjP`p}v$6-PeP}GrZ819- zt3z{qlMEwHmL1w9S7>=jPI{|c-1k~2^$>irQz07E(+;fwudf>x{i~RoYqEIAk5so* zg$_@1Ovo2T0eo!8ARst5kqYxM%YU+)BLC;9i3J0qfbv~7 zF^*_MimgU8S5auB#|b;hNAs-fKi-uRT^0y|f`)U@uH$bDsISd~XUf?8*5&ar!*?2g z>l>%>(blrt^6i`HM1_I2?p5k;87IviiWNIu12v27O(+ioxM@Nj8)-X^U!w_e40>Jm zFjF8zzn4DvxNyL&-DyhH`v7|YtqXrk&3kl()Wnda(8sgH&9L%yTS6ODX>Q+h0U6w~ z`lsbVNWK(VuiGI8H7J2Z)C+_KR2EmBG8m3`JZdwTVo09T1)ZNw`dT=#{&Mc1yc$Ar zvOKp1`WM*s7#%nJsaI4^c`mwXY4C}kcAIX>SHsMne<=V6(MP#vRuG8Gb{{PkO%#*u zK(gDSjT!Zy1Tf<+sOJA@fPF!_90`Q`Ui{QKoM1lniX_yio}oZaE;(@DRr>mGcWsrw zST%VrI3RU!4|j^X^Pi*!V(tzNsa!HdH^9G0U(SQ4jiyML-W_Ebd2#e50HWf>DSnEk z%yd#J!$Y-LERNHbJb+VU*Y8Nt-qm+4Y$!{Zm3K$6o>#_zteY-N?yIt|hRwc+SGI}V z@6`pFDd!dD9V2(lyJQ)*XV=1hrOO7Y<;XXqmI0GB%V`yK;GblEJC&NE*Olb1@QEMO zlCUl7e9WUni%>&-9w8w|^9WMTU+>8)84I2Lpj}BvsF9WVaTLcby7mZ3{c#7MtVCCx zVam{OxZDgR7>1nlg!;OnX$hOC{bZo#oIRmt)=k-ABkk0D#fT|l0mFCweYiu+dLC_A zGDjxO68FnH{R~nVLw+7!vsS6y<3FqvsS3jsmzRC<>mcZw5p^dyAg#uz3x&b_hf1v! zX(+?wLroqfOingvdw_B}$xSX_v`OugN;8cydJAD}uRz!EnWDp&t^Yn#>?}@#9kTa_ zt_h<`YYM=wpu~YAP?H2AaIySxasrAu?&}2vm23`6{#l`U~PWZc4yUQz0 z;W_#toCiFSyf-N@Ij!1QIN?5vCs15SBIBnVG0BHd)o43f_E<2eu$Pid|AX@iOGw6V zah~c8R70vlgeOI$)FMvE1nZ&U~12{BVy zQ~LG*)X(3d!ux2iCPcM=szsxt+gnK$s)Qiy+2t50!NEl`Kj5MC)1<5=ue5qhA#g}B z+Xi}upBwuI#4ya7=iIb{%wQv^#YHdDg0OOCNIzMQpA#?nWVOl>wI*mNP6mOfo|2Z} zqqpVgJBQ%cp~~$d`!f8 z@_(K8B5wz!%uhW-jXcoD4LELasReZB0&Bm;$26MMrPnG8kF`_&Cq zz>k_gsuiEkxjDgYvMc@bCH|N^!RFPZk%c@8YD$%|ydO;g7p%8-gkeE9_FR;IniDW4 zPtA7xWF#rsgaWvznVNS8l6a-7sS=xZLUyIx%gy*qccYyo!F2-e&<#DbBJvJB5&538K(kKiXQhqAb_X3XI ze2s1~&%%H|@yw;Y!*PDCts`}!8O&}GEHL%gyI-3M*&j)$fiE9lSI4Z)*>QMMoRHo1 z&X#1qV$8-xYr^e zuqK-$GWA<*pV~@L+&|)X zU*Mx*4C5ep(I?^|@IJfUi3e=fd`QJXFk!%1*96{l?sV5N?_DscbTvzZ?;=FP>OR~A zvRG4(KF(@PE9XQuY>djdJe-Y)dt3m=4$eepmT@1!XrsruJ)Px!F$LakB%J!pC@-8aH0Zgx?`FqYR7qkA>^w(>pd%cuggtF_N(lF zoXXbthEV1Kkdqiu7whXX@sfS}3C-O`0U{TJ#MrnfStL*|t?HprhrS_zp5?nBD8fI% zEelK{85QjhMRIH-ZAI}lfKK3AwL?b71!$(FQKJVl`im-+#9+d^R-v1U)DP7jD&)1$ zsPT3RsRZ;{R4TfgP)%2U1MfTE;krM|)q;jCDX0x*BA0jOWqIyz@jcVsu7%I&8!*^P zPWRB>m#B?N7C9ApZXh|!ul;8qBELOoMwG}l{q71XYj*@R{1fs=D=N91CMl(^2=AZY z2O&p!(I0g_{sr%KRp9%p_@9;rdDiv7F7Nr3yG=TgM5af{L=MESCc%5|&G>5g{8DcOIIstk=hTrwWmRTSV~?!DnN6hg1+?Ga zQ17?na?os}M~ru-?4{=vGb2-XR`k3*vGbgH>K0Htz&(s~<6Nwik}hrKv2-fYeB{=}f9FxEsOQCIesErID_-}#fVJNBV4fA? zWR4>mInJ2KB3LSvX}3+ZWYZ& z1st+c1l9~qj(!vIm*@JRg!6ghZuv<1>BU59qM6tg`mx*&!xswBEvYS24^Pi3bqHFz zd{3-dLS(L&Fq|ttDLp0mOkG!wDVw8cS#o~Lhc@%;vtYvgFiSNu&|?*>4s3)PYO(cm zvx1zlAuZ;R^N`gPSY?>V;yM>pZ90TjcsgazZB>Q7j!@2%|1a9-pv{pa@(~YS+Pz}7 z6#CFog^?eAQdn7Exx($=-lgQbvM&tuDu2l@a=&MQ)*+S#IcS6c9su<@`tVC|W^&zy zz@*GCg^wKb1nVC@w1IIKJe_-oX6yL%X2wH_YTsJdce{ZW;fdy3jrjAW+9wp{te4uW z$O`sn3M7s@=X(rB)Bc*P$XcjvM#H1SFGWVohko5%!c zPNKyn#~yY2@{#f>Mh@|lMRC-msh1oL^afU({Qr#La1{z7)v+a>qt6Psb2>1jC7O@1 z*m(Qyf%O&?yVoUDg*(!8+hC*oNqVoe-gXM4kwpF0eFYyx*s905<-0XvR`Jfd?S3B8 zQ!f)gcApgJLVN0+NOhaor~4yX#nf0G6MdG2*I1KZa2C%>mr{<|!Kqb|d<9H0qrM4wO2kUuu@ zCWEF7^cdI;8xYS4j=K?o7gI1P!81(rdJKY-@*zxVl7`&CMoSqAK+fc5fx zHfa~DFZCC3?g{%!%k4vad%_g3f{yKx?Qh)XtHE=+Cs`_9NQF+D;1yZZGw5wvCxli< z(Xpch8_s4O#DH&{!1udn?DMur#&1aYLgWuo&QO@)kyDkc-V54pM=dYKUn}nUSwg=t z<))x6PPsdqpi5!K214Q$3@j7%?tw@oyi3o~UdzneCro0sFdDnaLjEUp-mg2Q1lmmjJ!(=);AD!u;(_F-XlnJs zH-Da&O}pP@$Rlq9PAKII(V~~JgkqC_Gd;{du8gY;!IL;xhQ3wpaS#)<4^&@qJm9+3 z(QH)4n6tqNpuFsDm)>^-(^AIkbLd9=GIs1YHgd3D?EEBFeU-Oo5t!d?nx=96iTEgI z0NCzP_J`l@5F96P$P=|qcsr3}sP^rgwDAbYZuM~~vPvr`-P?bpEcqeB67~flrn9+0 z2QE#TZ6I+YW*!{J0Q)S@Ufs6loG0#)??btEDn7ESOp<^g9T>;a*(CVIUsVQun2sK% zlFwVte8s}QUYN+rR7JQ$0Zo8)o@7IYE2$FmCA;b?u-$XFEOQlhKfffB?-ONp2~Jth zo&tsI*WRUX{dWsXyautcKM>~7i@Af+RBrzK;KO~+89wYjcZ#JsLA)&n1x9^MpRMW7 z;4{C4DqAY_F_u)bIPKN7K~~o+2x>qcHZF1yI|!~)QBdst5+UB4cBM!o`Q<9ZhJ$D| zHRv6}W%UuIwNd%$h>OC(VqbB-IphO3ROP$475Z@3DUeWxD=NP_^`w$1I~_ot?ow!a zmj!3FuCdmI>KDb~SY9RxlWFa>@*)n^K(0tvf2AKsbN@+Mk@OzSYem%#X&Q*k9hj3U zt0Y1{G_@fjK=ki=J~woq;$8bF!rYi?xPbQ_77$n- zPV$77`D4l5oXnbo5Ro8ydr%4GQ5cWHcofE?5UDoCq7kWrO-*HhE|5HZo5CCgJu*qx zmcV`%q$&1LiAqZ}Qlj+|UxAIc2k_eAmV+kS0~|!VuM!)J09dpRHwCmNgwRGsglHWB zYl@&3PT#@s=3P;N&m6G(+o8ViT$qPM1b)3FGEcT-XU)E9An@x|gL#0~UnDo7%l;&J z-Rbody;}NkKfwAu*(&5ICiGB>^ex4NUfgzbS)9&y8>DwBX80O(Ju&O$hPA}bXIFa5 z3VI$wDoU}Se*V97eao^fEsxy0eB*QCFYYkx=#8GPLJBHbJn^Q@xXEAG>s=(ItH|~VM4{`ZEYxhf6w9xrX7V} zH2O)4NUGPDDVm9!vPP1 zV8;h_3y*&eh7z)}vUm92=HeH&U(u_jc%X_pG&>{Py$-QfG1=_!b21^tzq&kZLbi0y z6*DKZ*jQ6^Hc&)jOn-}?^mO=3E!0ZNA z(x;g$p934k^X0eM7mq=LX2>M}UcXgonjy>S%J>@y3{fd=w?~&_FpNlZgVG$3pY*hA zb?K~92ogzFL=WfB1*O$B<#g!6h+wQrAptCp^jUFRq$*9j(z!q4R1l|d(MR*$c)us_Gox9)Xe63m ziu>H5m?ArErw7RSxhvgNOfImqAp1?xO{aKHTrH?u(Q(gQ1r0j{=>FpQZ_%OX=HfOC zDAn~{Jt%PXoc9{(&b>r(liAMe7S6iO%XF7H_`T-<&zU5{u3NJIHG*`DONI*~OAg{a z<-KAa=?Z`M_;on(atS#1(DdId=>DRIG@RnTum6?)I;22-Vq&_OsvWxj*MH-8uGLJ#7Mcp2(E$qm zra&zr&=@xjCiqQK9>TqN((PypX$vV=j^OJPnM)IM$12fFsF4dYc|42S<*42hHbnWs|sH3~+L% zM|v{Rv3jR*=#Y}W@F6l0KOxt*eYMnk9dA6lSh@LpeN&CFpVyz@7Efdy9M4 zMEbnZ<`Z)Qm^ z$V?QkE=M;m>C>Q*4Bfb(;*#hvq|f}v_4#|fTvxwb_1dXS_9iyHsMV)>inSnZGm;sbT~_;k!ZS#u zNYSN6A3UXI(dyaM%F*_p+>VDpusEW8+2OJ0 zY;8fEo|>CvPnAPfQ1#~Ks57O5GV&=1qh8ptP{I&*;Ul>@N&mnZeYGFLA zqR+ggejPun)XBLnKKt8WPS3?8IC#)-dt=gXUU47F^nUkBJ1iFnsU_drA{4_u8%bXe z2ge9w#=OFcfIRKT$c+hS>MI|H~7-o0GNEp!&Ti;1``MGAKzx=3Gs$)`dc ziVMsjjG7$Nio^NA+t~_bY$l#qXQ2x~Mu^Ptzn9B_(D`_uY%xi;`jOeYhHjYYa~VjY z@b~Z-`l~E5rObgcr%sO$=F!5-6MsIir`fi4)4_6x!sH=$~t|P8%z;hg!|B zelB+U$?;CTk8Uki_Szwz-Q;F3Hdzp|h+i+(y4Jpvdrt}bE7t9e0@M4K>V12=?(bH% zFC4k=CJ%dqz{Cs>aqh*Y-NHw@rF!*?j=81x>t4p`&! zgrr>|QRLp!Lu;XYs)h7Zdp3hqG1WWVvX<<;QxtKw{XXPqO+GT~G=_!^HzYuNe7t9g z_PjE#RWe@f*)zDBAvrw3mdq4auT^Yk760SE{>T5qr#Y?nqJRHy|NVb!f;`W?4@n!E zcB4g~_uVFU_Tt%jXVxP6zyIg|oiilO%upFKt@1aksgQ39<)To&3jh9}|K;EQ$E=j5 ztPaS_IeT?LKAh*1>45bZRqSGrPqrr%o>`0N(*bp6hU(=rtM<)mDzuA&aLN&dU;0O3 zcR*e#s{_gkc3&M(6k#CjDEQq0g+}i;aqTOE9Q-725q)}~Yi?4%ayBS@vziSGUxnSE zvQk!q>YC%LK~*=Hck=HBy>^db8YBmA&z?N<7SX3cLvxcd+S#D=&1yC%aRqp$GKKB2 z$`s1l{JoB|+FP$!CxP+1j^eHMDi}9`we!yomfuHWmZv4Cz-F{Zxvo~PQEm&BaE)@C zK+GGiaF6nGpSQ?|YLoH2)-!7n*+B+u>vGc@Cad_(YAVE=Lb@oVn?k-QnHZ)Pka+rcr+ z%-}floLR+hR#PF~6w*Z@-4yagA>S0rMWK8Zb_b7@GCLUIi0$m)@(2#=0kFHexID{Y z!XWRqSpTSt$G49)ZxMa^xN2@vzw@&qvHjJ(Um^XX&@T%8rZ6rFMX&UmIt9MEtItBz_?dt`<+){{^YO?TNH zouX(L9~E5@UZLF-`n8OHt5+H~oir}Rl+5c@@}-cXXa?SEw?#R;YUi7SE24MLtt#vv z%&jVj_HpE$2HT)H{*4zw{2Z!F=Z9*fUlcBl>8>$zP9!d`%x9l|@gVCrN3pK{U|+`<2x!Tp^Qy*qAn`AHjVt6!33-)}ox->%3|091)xd1g zMe8r)pf!X)&Xd>#ea4#7=`%y^)e0faPvUd59(=Ge6=yG0LwnrH^v5wj$L;A2%lPJ0 zHZ~e9kdp$g_PXiaIN~d2Qq|+}?ZVy*zj~G6PLbxad zu7J02rhs%&(1~P>nh*VwAf0|m@(34&a8bzo<#lKXq$qZ<^MEk_O2OpH+#wW;q4@ewZef$ZxAiZ((<%xz*1n+*sbX-QH%h z29ZU36~$HUm+1PiijrPmkIa6F^MTx?!Y8Zwq9vQjOr3qL(n5)xg57C|-gQj_Fw z(Q-9P+m-!OE0LVF+P&0BR$v$ukT#N0)b7jHnMnb-!{b9UVKBx9X=OY758{d8o}0De z=)%nIp}&iCu7GR}88Q)_r&AM|jC#%1kf93B6$G8RNEu@NT;^q_IEx?viXhcqGe+DQ z;E>(hZo&y6rlphZm0oo`jBpgGjKcYpiOajHIA;KCnXycjVx!LxtWpEHrYI6g^>Ekq zc|UG7922(ao4iLT7(D$q_Ib_a({24>$?<6{f(BQxydf0l_u$2fW$`IRiJJYq&kPnQGvib*OUD&;Cc)jE|VmGI0u zZ;ggQxZr09YTtniCU~+x7oGmxb;3<2sLr8sR3H<9l#*>JM_%csl5T}0npe7&B07bY z5>#->j7w0ndTmT)#iW~xT-YNGcj+2C<6QY6sAGq_oX-5f0=nq*yUw`j4AnVQjtWF3 z=qezkjBqJs1g~=xlUOlB1ztrmqY|lFrjnr&o*7fgUBlNuU-CMmvp+$Oh|iQ{n+lh9 zl1H6+SaVsex=}ia2MB82Q|knIs6tOeb@E-O+;ocS94bczIum3S{Phy#)u<$^gqK1E z?OF;{22&|2_{%dJw~Dpr)|mEOYW7uGT#>Vvoii37vdY_gzGqh{8B4wa({(6Z%Ze3K$ zt&l?VD%VofPwXFFe7k1GB~eUGx5jiP4eoHQGg^sm81DmK`@mM72f4#VKJ*7?%>p%!w8eSP@MHE`3ae!0Hr< zLeuoWG^a@VDTtRD3Gx4>_m`EWpDGgjmK+16V3@obpJ#M=yA3|9OAx?=740|n^#D}Q zoji)qw1+W}^ux4d;$7v9(!W0;eLWg|pLFnYuC?|Mjne$;0L!4VYHaW=rN@GcMu~9! ze~~i68SySoNr?p9#y{a57!z_U4~(9(1nF@a7A#>&d3e2GDxFw!wodv9tAWHVNzi2t zmH6(I{a91Y+*A4vPgo*BCok%UAuSO?2M;BI&?b;x!>bdlZ94^zgCK|}srdPe z*xZQ(assY}(l`(W(!=}edty;U*&ux(k{(_VA5)He*9n2|FMZ8m6YnA?H2D3P^upd5lh!&S)BM$}ekXM}DHp8b7E^I^i z$o01i4FGDVup*NFLT(#mkYSvU)w5Fq|3Qcj*)A_Mwc?lAhk3t{Lyi zOkLQJ{`H=FHN<-=bdOm%B;>UEj{}N{i;)?p8erRt8bj% zkN&3wkA@lsbG}Xet(OV@6rw0UX20~kf}=q6Ofg#)o+G zzTR2qkvB;61A%!#^ut@_6X^w>zFNL_+zx*to__ou2Jhh43oQoQ)9V=c$?lP^tPXP) zD${{F8c!4{88j&0dPV7CBbmM>f0mD3JVUjm53A=y{&flZs=D1J{%Na5*-kKRTOnPg z{BniOucNDq9eJ%-W%CssRUI9$cyb@}HC8*6+GU;reiG?5GLpwsYIgGLc)3-s@=5w^MK7VMw5rnuYoX8@2mNWLIsCPPtqGF zbzdN(`gWTIKkL#j_!jtSEBs9l>$PKdcs~7xj;V>bbW9?`$TpkjtzG=~^$;T?o596O z-Wm7K;FRn*XwPN8*k%5vOh)0TTmH_fE_P139I6$)JJGQm4E{k<^Jn$&2Qew+cO}e+ zL!>%O%yl&JkHG-+le)i|Pl1HPcxZp5zo*h{LAu(ku=l&_f*e#mxB>zIj`o`?#=`-* z23W7&Q_8TB30ea`dw)g4-K}~!2KXMP_ST`>jz%X}kH_$EfJa=JIfc(GLkm6jf>c;o!)ZLl(PjA) z>Y;T@Y}%r~s^`!`Z?0*323^aDN~dKqrxr6f8PIo5osbJM+c9c{PXZ+gp?D!nB*fKs z#jX(@x9W3i`}v71pfx{owewwvuKD>fWE5&{Y%%PPYhRVdz6wpdlYAC1tet-saKy^$ zd*mmt&XUghExqH=ZO@@=f(H?T`42!44irc_uDr&G^6l*^MpinBqZPed&pC;Q9gAfo z_v>Efut#P5>8x=zS0|ZRMJ&B+L131+CweID1!379c-T17#jVc8+EjgOsKqVt-&sov zk0h`7elpKX3cUARZqr^d{Qy52QEl$kGf5QP-K%>8LRK?8uo@Z(JkLvB9#~Ld*@G3m zjhVnRwPXw62n@yQ*#@Fo_p7)3AfWl^nPMR-^ z-GKH&wxW%08R}|k`@$|}c5aFagYC~vf(dy!H{q%MPs-9S(C_p_Vz8#X33#ise>a_Tn>gih#CMd;g zB1;fQ@ESg{O(3<}2(jg;l6mg2LZKvi)tVWDRh`3sI?;o8O1{Vhw-ImQn3@i^5lZn{ ztu0@b!jAOH@zltXUivPt^Ix$|UEW%reF}t8)gy5toMqLl+P;yz{5J*TChhd!l=`x4 znQw})zfC_bKie>-wKmded$zSNT~((`riC@24fP1OAFZ6>hU&1(I(aw36^b`?_Tvp$_#?XJH!#1v{R~< z2%zh3XR_@Sziodt7pz%)xBcZDcf1K6WbWp|VhQ_2dDzU5A@JsKVD_%5Q9g5W`N4bS zT7jCa&V~)8393_#{aQvXh?BUVXgUIgOpZ0t%rUr4TWBL-zXcxw2X+aS_;M`N6Ynxs z^{B5N@Dki=;0LP?z%t5lYp!I2VA=A_%~RY771LuyZ}ncxxN11r*JbxIa-Sn~gNiCn9EYFM^1Tz~1POl9)v@ zhW;$s%E|6mE#p((fe3^QPnhd!XOJWZ8D8z_GxYso+Zv{(jAKh|nw=B(gFzxzs_yoW z-t?WPGklU6rTP<|d+wk_i%5@Yg|(XRTDky^EG3AefBXXs7N`{(?W@^g%9HGPeKMr48;);9Nn@9u{2 zNoyFItpQ4}og6)y9z7iEsZ@Je3=HcjcK)su&h8Quq~EF=KpBb23|7tP1&!oE_y_5@ z6;0yj+u3pB`Amnd{Lg;=YNSUXvti9&<2{5?MaPZErk2KYFbJ4)Y8e+M3I6U9IpS<` z8qrccToAt7aUPHiTu{-qQa$RU^umlP@k=R8SHEg-crd*&c!RLnYJ5)h57_|Koz5oJ zykiH2*CU&|bRAmS8LE$2m7lId-;lQ-OjAr0^7u2xxo_ClAAEY?2vz7jmccD_BMQgn z{@sX>;h=kfc3@>2(K(f?9TDk6LXVK(1q6P8@0$7w||6uCj7jXaG7(sOE*wYU9>Y(o0>?kp=Rw#WM8-gX3t!OW}ILR%Vabm?HsEUNQNTc8V-c%dz`zg@?oJ zrPCCVg(WXZBIB0bI++hjhv;B)((1zRAd7w|1cE85_3km^i6 z>FX!NnMa!&7qq!LX7S!rYDf%#k-V9WS@;LJPV@3_K8U5jm&?Va~S$sLy5EOA!E+Q9;e$vI-OCoK%@Er7r2P(2ON7zn!EmYhydE(tVF*OLmBuav$Ow- z1`jpw(~N*0gaS3^)LgPg14&*drP`CUbkD6*W>$_-4ekPSQlBo(S?h|^i1avvqSNV92%t{wMZcMX;u(i` zzesTJoRQScERq@H-MmLPf{}8xl8yWsR@=|@BOyo0z1&Lr+~blZSQ7eU!k?7nYpDtb zi&V$feMFHygWSyYMFbXNvzqrWPeDVln)5IhrLb~qr^*nO@OUdNW?lY@W_IJx1~2Mn zBr88&gW!lAuOX15vUf>Gods*&xui=eVJ+=X@d6(2UDEZm9;|5Rwh!K?OM0F$q0KuV zCP0~%k7xrVr)j`$r|+TA*-CDn6%w30rCZTPPfqh$uAMi@BF3=fE+vvaj|Hh3elnSu z)zgo`mvsK#6d<2hck7V!Fh4cbFj6Xevctc4^wgmW2XMs0!xhV;2r+KbiC`0aowE*6 zRfxB0-Z2c(PKbkQ$+KGqjfIk~O(*#zqM#aivL8Z}**xTA{mbV?5o%T^sH6nD`9?^33ce8#2x*UZyO*o3tb|H(%Vn*E^GqoWL%!jXo_)*PWKnAV zqp{)Ovv{@IGFs9=0$1ap0IJUG9ZI>Z_Md1hLYI>~Ehf^Z@hBM{O%1{JRF+7e=g(xg zFO`ShnWH6rzQUx_99<-^G`TA+(!)dsPv@1k2oOSYS6WG51n=jSwn!9Za?d4_KF29_ z!!W4R%1uM~B|d%{BH|vg_$?6+1F@ioe6I3BfXHRi!XH!%A@DJnS;DVHg_t8 zQmQLAvw;gLLh}J8UBM4p_MCTrCOBq0qf3fBXZfNfy(V9DnPh-1lP}j=QkCSU_{K7? z&wX9s%Y1cmPQ_1DeEufTq)i>i^#@^bcXX8=o)!0zm_eLP3Pa|MHjRGZ02%EFCNP1mWIwx=NjmkZ)dq=Z#n?i`=-?V5>C0SsHloN9=)xP~zAWne*GeF{#f81sPUmQN$S2Zp z@tkkIBsK~PtsVxBSS#_KI zxD|4VDRbF$k{6`2bTfpCapIOuQGOK}bF<6^_%!>KiS%h8&SqiO`Htb8n^N!6Da|=I z2}Ms|qjl~Y^5m8MXd!*VGiNhe;-ZuNfFOOW`kvzKnYT5prxu%2F2_`9WtK6;-mt~XRt%5^8wpOK|x8Fle`_L4v}gNJ|v4;17~>x z^+)Wh2Is60Ks2v`^gOLgAB8CBnvH~8!A8(NqD{?}pE)ZmPs^B9c5Y*jTKxS*0iJng13Q1MJ_==yvbP)k zZbZUGRT)zgq*~(-QIqCI97VbkRnQ>9=r@8qp{5Mt^M%3B}*FuYfJ z=UJhQ!OrQnK`518-|orwfkuqsjrfeEm17|fG&vnPn#C&AbpA?;@BLyVHxxK>vi3L9 zUwWRqK`|K8Lw1(t=a(ifc+)O@+HA#R z1YUxTc=uMZ#5Nbb1*M$VSQ~#sU>kzUp2Xh6g)=@M+4MLZ`p!HdAf8e_NTBfd@WER+ zisAC=W4B->dl#39-hyWf;^`lM5-&xswpO-5L>J`)#1>;yn@rqGk{Cj)?1kWbcS!u= zgA6JFI*B`(bSpYwL!Y`S5%PWW#%?dsT;vjx-I$Tz@KKd{q*+;>N*1bo073r>G`+$Z@n|&Xq zxyAKP5JeZUZtLBG70N4Izr6AeD|*2S!%@9q!3y!VHpo}4$(v0Z4?{AXK?==80>QL~ zd!dg6!k&noviVS;pHf+OAQKCO!#2)mJ{BldwS+bw3k0PX3bxr;pe$eH@c1iCQ)8tS zZGh%>tT+>n4#OS3Mm`=0lUcs4J{}0~3^V?q8FEx$L1KbYmHgs@HOuCm^wGvg5#ga% zKY2ckC}`w>_Ij~+xv+8n8tNbG=L3|Ly>PlOj5K~>p?+cO{-wI11RR@OH)>=+!12h@ z3}uzu!!OlG9mp$n`N-y2RuSvgblz+N;u~O&_pu-HJxf+H+Z@(+zKvlqX<=#omEa9x zIF5^(h)1!&v;2#460W2g4~{S&_K5DTKWUfPI+dU5A&sX{2BtDi2| z@MMIKWA`rDIGo~E zu%2N-l74fG0!s5~rJruts285?yLZFJ%Sx7h8-yZwy}R`Dtq+fwc;4*ZV;H9(*si;K z2!ztIUw88mh$z?J6zJY(7zY*@wtMu>9C;hJ`{@S@{^TUC6Miwk8{l_w?9TC0l~!&i zY6Q+3dwGn{`={5i$wf9c(+s(kAi}COGP=Wa^dt#MT`%8?7Mg3 zg@>hV70!znN_nixoy##t2@UFzd_;$C6|Qnn%JYNQP2CWWGtgXrH^TK@rj`4A0&^^^ zp*wGvfWaB)YahM~f8N%uNOLQCFVWo0Cn}5YOHcH<15X`2J;a$to;&8D%Pearr)`sWzQ_oE>AmWH||@wjr=A;&-BF&uWda?!a=`Y-1_N9Sk*e+Gkrb7 z%UO4hfpW&1y>>bVV&_Je_MF+<4&HUTcPxWaTs1q**`v$rZO?_h?ciOfXYXau_uEd- zCae^ZSm+wR9uT#H^IY~Zr(L9)TeabovJ(^6FT9`uD=;?_Yni7PQa?Sv@ZOD=@a}z@ zU;@Al?cS#eO6x0ex&tM7-a^0mm5}AC*PU;V=*(4h`t~5Y72##Q5F2yV9NU>Qa$nioJ3?(BjM$AlYYb&;izl=>pqpTVUFti)NOdyggfE68!i z!~G&C^rchk2J#n=puew9Cz!veA+~N0`U{Gim$9awIA%CPM|8XYu!t8zu%bDJBHY=X zO9?@v8TIp@7Ch`?@AeKmxOcas-_NfLVn;G6=-&zeeUBT6dn!osKyx(sJa&oM|F=K* z#{zh;$lbuh|CT7yo#A=%f(K6rJCr|p;U0qPfivtw3DTXR@v_6tf_8a__D9{xx_5t( z(7yRH*-taPc!!2abRdD=uEa2*%m`!dl`O}hHvwnfg^}z>ne+MXLz32 zu+>Wi{ldc2H;#bbYzYYP_U>mjTWA0j7#{M9i|ace;h)Bk14=whzwLt_Ae$t?&5i0u z-#t76yt9sjuR%zVT@roo7gwr+1l?;Rq4^~pt!_5hUgsfs@@aZm^}w@uxP9U0`)LXK!(XvqWEYixxIQHceu0ONs>3TOybe<$WCN zEm>Fz*)+*yPDRZvWG*L>?hLaTD&3Xtv$iv?4VPdD)xh-y3N&SO9j z7~)aG^IC&jD=7ZF*MK;1;q2wS2B1`?S+yI?S46qtPUF1>%CF-xZiF85^%)}7+{~(| zVhrvc?-d?Va-ME}RaB8`Zs&a;5nR|YiN64>#5hkohXE*+^(NB4hzB_Gc(7LqpMhb) zBdq+C$}*T4gcVqBh4qw8lqSb|E8A!ZC9a2fGf&_|hc8DbOQY+}xF-@PUZ&$u@5#oA z%Xh7lbuq*~&^(phc-wOh0%ejHXnXqy2}4HK zFA6*&!))NOLUGn!+q;QE2TTS=mbeGt@e^i)@em9RNF}%Nd@ulT&L-{wahgv?AOHbn zU4TdU00iKW?cDBm$es1R&}rA_8%u z_>g(O07Mzc{nN+$1x0h#-0~-a92*^Z;fFyFHU;lt`ec!6ZsikRj*X6ho#6@&n}QE4 ze2Pdlw+}7~-im*7x--8h@rkm+7dK@)MxEQbfa2lHH@L$L%;P@9@Od3(`smgfKpX*n zg^(42ipxtqi9YTkpA{VTwOC$?!$ZCmb^1$L;YOl(9ivQu@(?P7#GZ>Gi#?I&;v$cv zC6QNQ6+Ql0xX6iHbbLW+gF%?bU-(b2+PQA}$#N%8yhVCRl-y|&vK0kvpK;5mTgy4w z%M%NEtc9D+QgYs^aKCDUyvG*#XsVW5*rWg119ct&0q+LRKmWQaz;EkNYn(U%FC{A9 zB?`&HOEOQWaIsev=iLc*m{I&YDWI@br8$)-52Efd6k!3X(w$1$p~~jPvp#vMxVS&; zQR{GUK5JG0)yqTV<5bFy+%#{O6-fTyx67$gckHHlpset8!ok&nW}kVM13Hwd zxX}-FqxPA%w+hEjQE{Umnmn?(2R1k!s)`%^&^Jz=c|`-itf;uBvMLZl>#5=#eK`Ay ziW_}|`_Dqor!bJjs)ieUzyPd|;Q81EHcwS?gAcRB3>!4hSzsp(@?_)&KW2Hia&J~3 z`BW7*_!Dr`Jxqb1HGChYrb^pU#pdY=_@J^y`=uWhtrnh!!7P1z^Q07}vf}8?dlcva z15Wbp(Fu~g=KlHU1V~p^aq~r@%$t8%0`HipxaT8C@*0=(`3Sr(s^aF00MIo5Mg*27 zRdEvr9;~gBhalV&M8!=Quw_>N+yl}})o}9#0p+9mHytors*0O0sqd&f^KeteNiMSI z8Hn;)l;`tI)niX1k1!DBb%iQw@1)5k^PVaT5UH%Io5MKB<6ZG2mL^ z-c2A`aH8hX1Pmjp;wFH&txb({`~~>s>Q%3&Ki&bANHI+C4+{VLvy zqT;4Z85<1G*zT)15Ef>l7tt!lJRXOo;@^nF2BtJ7_$syv(Q#8?+A~$>oCC^?7nms> zvOK>U){b7qfe|l9&RPypo@ge zW^ITTE}JoHgSAU_+y9pPG~4&qXuu;)N%6wu?H!8OLP^cyWEMr z8KPWQIp;)Zap|}*MSSo&pqU{RPgl`#yMb71mzDh74O(70ZW@S9cG*hLY0%2jannG& zNxHZFg6nJQxM?7w;VrzNdzv~PXQXZPJY&ZN|B~vs`!_@jK+jlftJw4MAU0Wu^142p zHd#1x#1Vf=S5>_?&Jj4_TQF(|du!_Ye1!nGpEWgH^b5z9) z15cUZmHLiRGDf|syo!O@?I3$Ye9oOgNFh|qZ4HpUVIJq+5QCy_4#K|D6|Z=>(3>c+ zGW(5gnBbc@Lqi6MzJWu8z9D8aLDu&d3nJhRQ-BYkG)x=?_Hgjd=0p4@Cw zV%>+>eMI$>?#m{!-*jJq*W%OIlo2#W$%46 z76|*5q2ZgtjwKCiELt9s@;*mst#EmhT>v~_dRPzEm6<1A0kP7|t9-(!@g_ieugIfn zCA}wM)bl)GyRIl6-SClJ3Re3O&B1LV-Cg$y%SJrd@We36=2ER_hh+=I?aJ`&#bBQy5@iJ_m zBi1e#Hq8W^Lu%(KrP@Z-v~vu=uTls9(Gy7X$BJg4`6JR@y=Wuh5#KmMq6p=ZVIq<6 zf>6FPOcrVx*vQ568BFMM1yG4*UP=V;2n6Ca)q+TO9kPwaN4!006b|4&sc#c> zrX|6&CrCJZ;KA|&0105;lt zN#5^C?thkF-=5~Qns@dLgfq0z$! zZ?>5qgI<{HHhxeS#F>I*1watlx_oBvi0&-A7R8g1betSJ3hOuMJfz#ipnzjQq}U^} zdHH^WtzpI_*-p!0?vOsT7kDMVQ!SY#K;=#I+ia!?zGL_xMdDmk1x9m3e?fahy2mtG zgb9g2AB31j(1@B9ZGee9&F&)_*6=9!ydx5qyCy)J!@XZa3DRA^V$mujqMa~S3#4eb zqK#LPC(lr@jMYVbj5@`B1MVBiO)xHAcnOmsf-oZOJq*V$Ki_%KnU9>N?;_kgo-|nJ z3G!_Vr1PM4;JDe&g9j!)^?tU%`&cvdCz~!(t)H1HN<}du!Ia1XeLQ@`?$brOtJf^t zhd?6?AGIqyhmvC_XdjEva76Pldj#Qjkf>ciCzp?CuG>eXyMDt$hX~NZVB9rbb4(9` z4q5z(BbkjwEVd8J4$x=-O(WUCm^)npOm-1G8`4}t1Q#_oAM*UjBQNQ^P}LQU^d6Ab zfWbz3PoPlNSeSL8s4HZy2;iIK=DxJB#81=koGA00J6@u4<;vKU*C7k)BxDcoVt_2_vJuTMp z0jH4MPMgxUHHG57j)U|3(}5R8p3)aPTP+c~X%IyGQOis7`nY-3C~&UL|T zwQH|9HDC^c)#Wg`Y)ee2;bSJ+bt)^TY^-HrUq7NT!^HFQYF2RCIho`-ci?iK4}^^j z*AjoEs8LO1ugbQugz4lutpwY65ZX~EGspAVRZb0YK3&$3W-JFG^pE9WA1BtXa%jMi z6s9j-Jmx;q;!{2brad$J`gAvAp$Y5I9l9~KKxR!Xdw<$=`>MCJ-%K|Wb6Dis`+xR^V6XLOs+6JXKOzCsVbD$zFL@ms%2d*4h^tl zO%H}z&M#^g**<&^Q>VTT-$zdHKc7C6p&c_8u7B@4>J;rd&F`Jj0QTcFf7EuKhN{T+ z;oGdcQrF@8JZIv&wyqY(ZUZOAcw8;a{#5tX;?RKS>71Fho?}-{gu)jQ|GZ z2|88FbL136w(InmoYsZl&_1q%-p7k-d%Uc%J2ikUv#wzEs1vSWuOrA5 z?Gwi8r$Zyar+Hm4>+v1L1@m>-n4+E2x`LVHQ05jtB;E@fW*9;|FzGIs5a|HY$7t;1up zi7NoC$1YX{O6xXoTzf^~-DZ=ib<}=fwxmaj2;LAE;+bJE=A=5i!N)aLZB1~VQ=&6N zbKE5w9dhk8hq#Qo~Nq@hE`b|5Ovx5 zhY7_LNFU)2NiAdf*c}$AB1GTeXjS?aC-xx!)HzPQczO=N{Dwe|=smr(j?=>Q%`xpN z#wXgKS**<%NRylHRMAs<;IU)gW@AVuytKTh#b_Sjd)G4$vAhp0!~=Ok>B!JRc|KWt z!utRq*xOd`4fn+=q@7oF%KFYL(s}jlyd8mCMtX-S+LFYmcWF}kH0cl1-^Z( z=!I^cp|T@21OFS}i@``{wj>Ffi{51eDkvm+j~kHKzZpj3aq~M8h+jFcIWi2c=1^KS z52kueL!w6_?nN5=J6x!tfKIO$%+w8VaeQs%Bbf)Ls9}YJ^h1_Hf~S#yDgDhb7#fLR zy7YsenW%?k*!}b2Tk~*EJw$UO&U+*RtgcAa!^HrkKwH003S9Owv8G|5s^f9VKSL{# zj+`!o{%V;)M~=|Cv}o4h)1pVh(1%9{RV43WMK5Icx*Z>VXV{TVjBI8j8|RwMzD08v@^Q?Ml3Qwv zvVo7NFKqQNA%!9IL^;{XbFv$9emN0TT_SL8$ z601dLK^Rw<*uCQ|R8UCt&d$K`cr%Q~@%DERMz|h~jilz1;p07d!>;*Hde)%|(9ZD4 zzJjbAixtg&s2iJNuX4xfZ5$i0ou)l&Uj z1y+l$S$7tyf(KKqXal^|_4s+1QIS@UCxL8O-kRb@c;IHJppf7I2t?`4Fc{!wP@-jh zJ0&$AU(xmjSTzsHxX@;;ULw`&0_q!x2U8a5s-D4Ad6ZIPkoE%k6jQ|mF8q}0jIncAA6F1P#J>8f=7Uc1_}wDEE1>pgG0^IMQW^DsFBrNGORS>ZJYBA zbZ}Opj!{T<3X3y5#&@33INA}>us|rtkaol;Hc>jlUvHo>O0=TwK@#6r&ya=%9I#=?WXPfv5p+-kU@6e2DXoiV|Q16;Yi^A6Cl5IY_XHM`&K+S4gulJ=H zP_Y``P5c9qhMaD#ZM3z>5L&mfedyS(CF`e(5WPHBv_aSE@|PWl&m|ITcvtPGAmntL z$(_z*WC*RxD6Kk}QHr3=M2r$+=Iw$!Haxh0R`%W5q+ytHVt%LVu+g=Mo(&#=6dEWb zG{#XJ^YH@SZRjt8djq>UcFi!e*xz0AVD5+V8ToDFo|PaK#oZnCAv8#7J69f$xkyy3 zIq3*PR}hkPMD!6b&_E$E1`?wkUr+yNf?(h&|LAi)sW~zXo?;b1RjcN~unP#Z`mX~C zv8=E+RV$jG+Nh{^+7ZE!F~z#i95vX2kke(@Yox=D3`L7Ksq!W%>(r>kASUqEqej9> z^)~3VhfPF4ZBMkNAfLhI0xSFAQ>(>qkd9#C%1sK1F1{E_`E|#R;e#-Nj))|%Xmric2cf~eX1m?S zX8Gs3d^de|;E=$@k}$SZh4$2rXqNn~zBA%e5OTT2~)%J8-%8-x;I(n6lo^(RLOx4O}D!h_($@;rgS~GPJ9ND_v zV(T#Ar&U5Ov_ZqdcmQ)Fkh=hmaqu8;cL6BX7w9IOXMV&D0M;TDT64{C5Y&rZ^I*U! zLD_~S>&bR%QYygV;R;g}sdhwr3~+2s`^?im2r1GLo`?q;C?qrnkW$le910d?MmmB_ zNPL5lVPz;YyXL_lI)WPvOP1AdPH+#xn370mM+A$xo3@?B;4>!8>DJmrTZ;@u>oT^L zj&0T@>)DFxB%mA~BQohL$!tO#K}I^lPa#*#nY-1_l3qS!aWSd%uLzu6f8GgehbfBgqcXL5~&fn7O)w>7pS!01{5OovDLs6GP0zooJ8xuYlBm*2ZBn~98YD;b< zF+`&k;T6uuo1p0O!~4YpE*(JX!@H3`8%urk$I!eU;jgEEIl>sF3ld?QmJ)(CTA!Vel>hp2_~;JYG$tzVID$Kn7GG-L z@hu2BUB4p8U9c=++dLGg%W?H?xPAujoB z*cNGk88_T9pus0+Cvy|L2(m)G4?pnyb#f*`rcjq7?cuw>j zlR}JWhr-qsOfj0R+Yr}%2Hhof`}>7?tFjpdaaeUtRsQDqBtimFCyZKrlHo_F`9SJO z7O)LX^|?V(b3b!?G3_Ke)tfj_l3;K|hG{2t`}_6v2N8uXIB&-jeuQjAo4ukgM7zWH z9clG|<~2y+I3S4UJ8$anO|2zP6+U#44PDU%$0m=kSF_0jrMg%cM>G5xwH%(F&Ca(8 zWAT}9K}xs{LLh?>C*#HNUZX<$jwgNRk*HkVYiSijyc`dJh|^gS@z+2n3!alNN@o`< z+7aE0c_W-a+&FRqIW6?Wsx7&>9RW&GZQU!AdDvjgXZuHj$sykc7v2^g^=*4FM3K1HQs}&jCkvqQcuVSbGqL0-KR%9mRt)UeFve zKMqYZ2Bn{fM}Lk8loPNYQ6>@t#m1}+GGwa2C+B))Hggl~GrB^(xvs`JHwU4tsda6W z!w{_0H*k0u$T)OyjIvp{{i{eJ(E~#Nlr7;|425~<;L60kdg_h}4oSL~bn zX^g|Hh^Xk}LODJKA*b7bcR%3BPE>e%LZs~(LU1+62`&pI)fnEWI2J9{II%~vl47mK zR9g!2xsBT(pWgH<7wQB6a)wtpS+MbTN_|jJYK>LXTD#(ZhKy0TjYdw*08Sa*D#C1>@6#fyfF7UMLS`2s|z=8bi=4t zUmNx?&Wx~pkA7_`LHMn*a{6uPYNtb2WyR6%X|jX(?txNWa1{siW0j}$*B{V!T$P+| zQ?Z^?@fd_g1_4xWAb}ghn^WQ6izD+GZl8#o>+B~zw!Ny{acdBUMTQ0PYe;1Ck5Wi* z1iN8nD7_ObYAs-CV`!|}$SsCOP;1kI+lj%vz$Bry3l9l#3rgK)WwRgB=5K@e=!mX_ zcq_L5c`U%N^n^bgXW8il@arK6!;51tm?JQpJAj7dZ^KD!vB<7h0)LzqL{m5~y;*it z;0O@5pr{mkR;GOcV`SWYarj0467y@1T(Y+?$?P)r+aeikB~*vED)LqZAr$;6MsLd= zLIP-IvsGa;0YZEj(}z+K?p8%xm}GVt#umsh3Zycq(doPm3kuE5+bXS+IpYnGZO>cA z@mSj)t7HfXt7%oTz|#Ph4&*wc4Ng|JA<*h>aIo0U0B;W7exa0!0us!?oom}8+$=xk zT*Lkj`_t-zoAfa5$~r;dAU1@KwZ)?^vc>e4zF>e#QOgM)Q7OzUWlBejiH^RAp6)^^ zClUSN2rr;j7aUy-)$(r6HSE7da7fb*W}KXLl1)Qw2r+9r_p|aP`Gi~crNPNJSQ$2< za~a`EM>wxFOuDJ8or$rA*0vB>4wPCX)&o=HdFq#jbV59{DV_b4RvJ=xykEwukg>|L zPG$XgSRUaJ(`GsMLE!&yF3ST16p6VVNKS@r1m~x$n2U}#t!p`C7j+qUh zgMT6+YLL2%yS2NufIV)Z{l=4OAh*e1`qT7OGKjnq{!9mo1HHx33GvYxMVU``XPki* z@FqrQco+?>2;9vajs~Dn)_p{>wsIcg#3p&mS^YKHDwj(1kXOu4#=r0=De zElo0(BJI4abJlkrwCa3$n|-&*i)(+;RiSmk+A@;au-Tuf|v)i8v#Lc0BBHK z)WQ%S`$tx;=G`h2l#}$O*85#%Spe{CY@SjtZTjb6yesj>fs=&~6hJjJI~OScEvdTp z#d&eXyp)~WW0HUqxeKPAgYbabqD+SP=!>Ep)VnXtGSqkJ;BmCF?tIzGHooqnwGP=p zRCMhN58i}o%rG; zhOr2}5p?*x4UNoO@T1Q)?6-6Pou(A-pjrx^ zPc~?l0&`=?WUCn2q9^N8mU3k0xz3<9_AZ?*CH!2&-ViFIUp}%;7hlKTrMux!ul+dx z8)C)rNMD3O`l4$&!5RESYtqsMW7R8aa11^IOj+KMoeKdIt+Ds^YN_t$8us;*^_@Sm z*%w2^voD6>ps)QrMGae+WOi%t@C{bJ`!KE}9N7rtATNpp!2ri$=_(i054E}usLw&E zfW&$pQ+py_*>@V?of0Cn27DQox zwN_l#=OdiGkwiXwqaM9cMELf`>6!#5LWy@L-{Pd@gz8B?yJjhe@AF%X2rmg+xYfN{ z*#?)Fs_R$F+zhdQ3lV82Rt-UN9v|U6fK-vs-Z-rqU4(CMv~O{}T_!-8*pX%eXf3e+ z({`0@9JlSl7Z-|zsS!KLlha2yo7F@Lm8b}y)|o~=tz#`9f9Hh9>)12xxO4*kbsWb6b5mR;-MYQ|Zr54}qX+AYItJ;B zq*z%5fxIV0J978lB(i@z{J20Q#w55YgmYG$L)_Yil5oyOfn%{8^5cSzF5KG>tJ_aW z`09P_k~Ao=+Lf*tWWIJ#Dq=DC*SCHG5E`iw1SGZ2ZDF>yDTS@89Ze z6X`=YRN{v$hTe-N=5XiqK~U)^dcMM2~j^`f>4tcOW8A5^{3sw_*w0FMjYK zTbGy=-*5P`!Ijy~IXpanr^3oDXvDM64UdK5&>dWM{Wj@@Bln?$IvI3*b{X!FU&sE% zzB(@J3raZ;nq5}FFqU2SD|u#@Me4JQ3&+Uo08J^e4uUCcJdNt8Et8e=XvC@4!7VU7 zw4AQNghVHZl$A3bx{1ytQ+GN|op!T_2T6b0S_{Pz7>lDr_Ba|@35?zP0d256PLg^R zB^CBu}Mm@%!%gRpbn(-Z) zH0dYk-qI2oouuccc=^sGJpg^Tw@G6{H|xTdVH&sX9e0OBmu^z_bW$;_&(&+DVi|KS zG+Is-DVYLY8SdF$T_up5bZ3Wm4Czh~RAb_@N)M&4_La`+S44EiqpZ??f&8Xt6Mk(M zQU{#=zDCV*0QYE;S5`r$2gwR7ay`(jS|eG3%M$T{B&YHx1)>pthsRK<2Idzl<3S<6 z;c}cjadeSRos%{#j&73Ij?w-!m>Eb`Nu)HZ#Ii!L0tif5oN4%#60B$rl~`|9c7}iH zw~nwVowr^3&BqjW%}&m<6tYQPS^ZW%95Z}Y;!KukR?i?=$y>O+X_Z*BU|;_KulPcGA?kNnW^Czb#0BIDJ-0q%^BU zvH~R(-f&4yc==_81DgYTyhDyl0O{ZRUq1K0G_pxvS^atuM>C&QA0lO0y?3YcarE~! z;u-xeg5>wV6JG<|Em6RGJS({DlihPdKpk$7C53T?)nX=PUk-IQCJ=Lm) zWugRMYI>m*&caR)7PZN>mMGya75LQ*2W)=R!(ECVuuCUL|8;~>25WXwY9jSVrGkU> zpq&liSAN+P+hnHK!vshC!0vO^QgS;0H%X%x|A2?~%ue)B3QwWaVaBbntF?gSu*ro3EzK;b zdn?Hd9^07?#7`;Hdo9jRz4GjyE;wSW=b}hi?V>s&vxW2s_8zNU6e+8nhQZLrW`P7_ zwHqR3lQ;@^H=V>)*gx1Ljv{3SokuW*S#|(ziS*+4Q%Zq07Q{}88vT+GZ_vK`DW%U) z>{IUC82ahhfmG0mu`Y!fnz|!FDKES5;f{o~U5vexg0+k;J4o_ilP7`BEKr+~Tv+TF zY(ZWYaFc#3q=364H9iNLFl(_n@Q9RU7X&ew>4b|;ipqCI`uUfVV)X5Vpaky^b}yv; zuJBj|%*GCxvv#TtmUN5Uo~hei6PbsuXleS|lFXt;`H;*~6X`$s>%%uBD4%5pcCf;> zPv8PP!A4j?C|w*5Be{NE4HZJRUOH60FC zbY}IYMLP{}cL(~>g+v;kKhcQ46H(g`<2Emi+hchRKDrH`;&D}3R842`q3})-K?)ZE zR-zk4M0IeE;orn+PbYbafHl6s^&#bJW|d^t`=u!&xN7vXDI0U>Tdh}+;zc2|cHn)k z(wzhCfM121zp!#ucA>&+4W!>Wgx4Z%V0N!E`gBS6G~m1yT1*uwfn3T;2*vi=s9ol2 zkd^#{uI((>O_o~~DQOVc=}V4I2CI{_za+Sj>@l;chXx`#s264%L>O$m~l zPQP__nI8n#QhdHHoh^~4w52tQl;oCfef^WjZsPkI=OErWHS^^ug4kIPR5EZIyzsl= zUIFjUrU;EBv!8@#2Eiw@R}dR5MTs<7DVWoRbn`@eWQU7~9|%OiJ^;W7b7#Q~aMtK6 zY@AqIOsC#-h7vo|Rh`7LN3t7_NPQ0=r;AF|Z?jh^!t=ybiY{EQa&70Ra|V9<83J}x z1Q4k^-fa|BDgJwg3*oXo0kS00TOB0dbMh;A1}P+7>Wlo#WxRejq!DQGMWp}u8rRFo z1QLF-m+EXR7p!om()DBi z9j_8JE4RrC9qz+j(5mhiPG!!Oga$Vx()bE;I4>!v3N>tiq z_e%)y4xOr8cE8k=#f2UXV5g@;gKt(W^m-cw)}3aT#q7^6rBS5hg4_AG5g75VmQO!=8owE zK?SaX!m~#`)XLB?aVj+kk`+_bOcxN{Gtkb}9mP(N+y|(H3N~%gBsdA>&ra;8$G{P`iW} z!uTNH4$>l^t3|FPeDqtmWftb;!)K-(i!8ImFWZ9i(6~z1Vq7V3i{kCa{>BVkf+xUB z!I_xZCPWYmYb6eAnU+6-%j}5Iq^2xLBIl0-f-l{B|;ucM(BOebsCkcW_Zd2EG* zZ*vd?w)})6jyJP?cgFobLhTj;=TP~JQgk21SMXF~bcK6+`r+qNI1vd_H&F@t z7UNZtU<@*q#ILKM9_o#&6zylPQWX$`s8qhq;O({#uG0CE1tI0&Px(0fNAg)Lpn9Sv z7Dzq@>!nhK(txQ{e)udx4Zus8pGB{t5ZFv*d{y3bc3Lh#x9@aal-nj-;ITzb5|HrS zuK<;pyN%TOVRTgk+-%`0;il3Rke{eb+m}}v!b!kX##iM{XD4Mi<#uYEF72TwW%xqS zqlXCW`DXixPz4dt*8=$Ib$Yvlg!f5PaD1jxd7t!fX-L1FZJPw|+>;7nlPXAcovLJR)~WbV)7`Mjhq|ze4I$KJDwi!xwiS9og@jr>D$YR{mCWr; zRUka*Tkm@G`|E2~g`kS*RDQIof(gM@8sBy*u3?v&^~+O46<`87%fjHMu!>qyM?y&W z8+?W1GA||uZtrsbp$!kaYU)2FmDL@s&RxfiF5x zZ#zi1$qi)NH=Qx>HsM?6@iia5T%&=$ctJw1?_lc$|0Yw(+(;mP3p7*=5^g*LV`-qr zp_;Bv6-mkcn9jw51E#r)N{-x00-Cu<{TCqN_BIgyh0Jy8D3+*YPuBxv%>;Qlp~Nra#5*Qm3lG53i=v#g@fc{?0eIx849p#k-jI_ae05O z>k+_LY$!4j%dA{(_oH7``o(lD@Hy111PL_{1Fk62TQns6tpTUuLJ!{96~h7Qewv+N z6mX&i-V`*FjAU3vN;7OkwBVMi1g)_QyGRMT4&2(x;7UWJL@5>p7b8jlKb{;p z?^TrUqI?$>BAOB3zq05vLlgQGo?W|2`c*P+65;sab<?BqC|WPv-w`}Xa%)#fze>hUlAfz1`1v~}@w!xShv)NG@UFN`TVX(4W_SdNY{yEl z6g}LZZ79|USw9lP%Hf4l_FmW1qp~U92&vpeqj8n{?M#C^?f}q(mjk5@_wk7;h{}+| zvb$9qN|{Dm=HI!k@W<#D9gNX_y^ZW}RH6cY{No<{lLI%}kGhfFyyUfy;Z;@ta=$`| zpNY{JDGDR%`yH|L7!XGL+^L&2D@lML8-EJzBKGac@dbi3j{i|Rz)dG{{73J5305_A zDo)|WP_lz8Xbv2!>hbGiO7dkH;`cj_+X{x8W&0taj6in*Oo7XTMf?3lu2ip27Qe9` zpZ#Wq`j6u0z{r~J4^H_0^VruSgk1bBql%Q&xe7lFhy53hEdHEQMCu0t?-_V(VGYIe zh&yfq!tzPv=oqrRbg(K1a@tx|?zbn9pAw{`$|1@F39a&cnfeuXmjC#tnI#IBgCLY@ zV7F}mYlgx;$T0NRP`T)lR}CxLwf3){c+dExF9Yy%Ich>uW8%dRG3v9!LIuhj2SBLs zBDuUAbdmD*#OB)rqK4R5d%8D*FHyLf;k!s_d*F{OHkshZNIsmX5! zcq5?cxr&jVRvMpu{yDBd!k||HC{^7-Nru^5$O;9 zSiL%#sEgKxSUj>fpS%PKk$R+U$_3IIe3@(I`SqLCXVDh;hAt3)*3dDRgkcdFkFWHB zbWeTXHroDo*fx~4Z>YdQ*T4&^R|7>5Db4Tk2A-8)yXN7_J$mQl|UIlrV!VAFbCi1|DzH~@Q{o*%|?^7-`3IigDqOJ?co$wv+*5n;9g-{Hlf4h~L1jgKQG0D_?rN+y$ z_Guke02oD~wsTyzxCDXdCG!(U$pG2qH^DAa#^C^q8I56pM3hKT;fA^Zn6b?I8A10Y z(_;m$V};%n0V3ff%atDv^X-C(Q1}4`P#z*8chYi^0F|NChaY-|ib%!#O(NNK@|1!r zZmIp6Tfg;cduVQBNm!?TC5s}U`Nz2>8kcuFQHp*;6Ak9VhT}gK$P+hNicOPUON2+1 z;&nih=;t~9jwms3(61m;dVr}C(!<_E>V!adU?QChU{?JKRxo|M1;9f>cu{eBN1w4vYHU=;Q{Y^1|8rsVq_doJlg)7`3j5>?Ow*ov1D@}-1)DD7O-* zAgF+rP%b6ZTM6~jhI(s5Wy2Hr!+M*NZ+gF^4^8(E>*1o%KO9|;# z0u>Au&=S(6gnTO@U)qpwZOC+ZxD!E{l5cvwq&H3X1&<}5WyFU(?N?2A2YnPm6^5n< zRzSEEz|xzh|D^?lO9AmxK)kgeURn^@@I-3P0IzW*%QNOndeL<6tAOA8ph0OFA*1+asWlt2}lru*TcPKtQ>Qpq>3?Yfrq@e)({vV<$rXw? z0}+LK6EqdD5@>o6N2E&$k+*>>jIY9W0OGDpX-fQiH%~8`&cYhGLK43uqL5WUOX#-} z`lW<%D`D_g?pk>WCQnb|kHt%94{rlkXkUfxB1J!|Eli1b6yWJe(^+^SR|w*{MHHe6 zXbJUJLcNsGZY5AbQUNWYT}tS;68fbL{niHhS>+GtZA^(bTk-Uu=`6~SDo6pD8^%OH zOUSnp@}-1wE1~d*QxVV-%B6&QE1_Q6P;YIZpVe{my-!N>3_-dD_3aZc1NwR zBA_M2TM6+}Lb{cZ_!Dwv58+Zmx|EP_CFDyR@~sW@!#(=N{iG6u80_pky=nSiVlL$h zMcn?VC0_)jgp0zsC=_|bxRgKzO$D@sa48|)N{E*>#9JFkBzeTKw{TjK@u!hT*(?&r zbs`MFgTKj=-Dnu2)=`hRoZftXvGv<(?M5g3pQkBX5TTYzmt|>jd z)bC$IIn@9?N8dvRW%6Y1>6TYIbL{p>7Zz3>Ef2aLSDrigPy&k3aAq*RmfZb=bMWlN%OcTNN5xe zhARy1DDG?8I2O!B(8N2Iy3!O9$_k&@i$YfcbBJIHIFx?{%efQK#++xpi`4I;C98mV zT-K%H9WUxd30|iv@o?0i^o2Ye{&Y$!BUNq`D)~_Xn?H^Eb-@#>P|t3uF!St2g&Q+l z#y{*-gcCM%58Q5pf2r{}-i*ibVudDLTI=WkBD`!gBSbQgO&70|)b|!0%lzong!|k~ zxX;BF?9&@h-u`>+4A=wpR8I5M%Fd?j{Hw={PLGF?pQLXk+!W;a)GxO?#xw}zk$9tF zj5%LkQ@8}tWs%`XNPrp73}-Q>0x$Y0aIWpCTsfr*)0z#+(kQw*s6cDoZ*^lg8SqoZ zOoK|`^Zx$}dzW47b{;+NUjFv_uq9E{!962LFF}Ab(sQFysK5rwu0k9)bMKj?##npr zrRV+9ngHL)gCt5rM^Zp>>in6(LMdE=U-#cMg17Pt2Wl2+sPTG~dP@FNI;qaUAoMg@rJe>mqo z0`x@SCZsVCXDkNOmw2`$7+eA40C4sq7}f>6Z%8f2GI~R5`9zA&A`I4zvHCSyXvU$8 z8B7^tVZjW}K$wF-e{H&7Gzn4Zy!`sES)y>iy)Y1I4~@s%dH}egXLK!~2n}%&PXPS_ z-kf*k^U2vFv7OB%HS!K*k`@JP)P(_uti&ev81;RS72lDp1{@c zj`R?Zf^zWKO?U*V?!uie9 z#UhT_y0blHvIhQpYnPp`f7E->cp5L(>2S4hBm|RBrsqT%!#Tt>cENc3Sy~?k2=>7Y z{b7L1r9V}_dulbR5EI;a6->6za-90o{Mr+*VcLdlxN+SwfuC+OpZ{O>emcy;7%-k) zi53GfX=6ZgvvYh zwKGqrF!K0YGB~G&e2pCF=qMU!HHOl(z=S;oHY)2JmzcJRps^MrGnG9c)Cso z`%n5CX+Rvd$1WPi%I$HFeQ{>;npH-%5^-y~FiZgJ0FA=?!XZXi8lu_>IDQTv!TD{| z75OYeC3=m=8THtNKN?r#kkBiQpr)aDpxYs=V$j+Hs_`IN133f@mahHbvyP zphW+!Y>bsJ45;$)Xa4_u&(N;Rh-iIeMFDG0x(GN`+l`gN-{aCA|J?+Ak(gES-xH~M zk%JyMo$+j{ujSNVO974NA_;#kr?@dfGa6yo#+xc6hau2{HD43+PeDMf(n~VKNCN`|3l;^ z{yyI#&`ll`G<%+u!40F&G%3Xr1k+il zz^8FECG0FZT&`4H1&XACo(p(RtC0xH>2fs!lhNJ}9m=0tChmeQ6n0iHQ?6hTag#jr zH4OrjPQDscRB6)7rkXh}G1s(tFI8gO`zFVX5AQxZlkH2)ed8Vk?GndEB26885%kJ( zI@{SFJ87GM{y&8M5zgBh#xws=jl!d}yt%$OYAphJSp;q~n39y2MH1+6I1ZA$RyH;Q zUJ1ZZQr<2h4UPXFmk*IXs;H%W22yaH8Q4GkzVUeyeBx`G@jy3Md!hLUEZ>x%hU z3%O3z)`0A`up9^2eSk%mctN#2rv8G*h6xy5L=Far-KU_B z`)R1tyRWAN<1WBN_i)ZLxKH9(+Qd5l@4QR)i#h-)IE_$vGbjP0IxW;VrhuwP4Jw={ zLb~JM{{B4XZghHbw07}UxZ|c6|9?CR@NqE#>7^hk8@Y?y?_D(krLrty^CjLp;?u=7 zFZ#PS&S^O7Q08eBZzDYsn(=Ll*HmwutAvY^8mvt!4QV6oJ?r z;9fl0<0kEsHuVH^;)XMaBX5FkUow386c2iNXZi2sw=aq}D&-)2d5f81xuTG*#N~xE zhMG1a7R9V8_YjyVA7TsHxzj9lneCtRTvQDA_wPDw`EN(2F!2hlOfTFy*@d1x+C@ z3^oe#nmbf1EpNOt)L%t(rIQV)s;E6yI1r2VWXKWGtrCFu56BRD5eRdcqYB-T#rj&N zzv(_q+|^5D!QGCDX*EeciiyNw<4fFX?{o>Lq>OyL!h^zxVZ? z%DDIS4lu6$P?Xd}L-Zj^Fz8C+IXxb{k12qv06zepL*H~`a^6WCbhNJw%Ij%O-GW%` zEuEe-=QRPt{89bSed$h@#F*)|z;2|8ZSHdqL)fsD4SlNne$wuyYG)|@e;pUD{e}8w zZ0~=`*xn=Vc*k6|@qgZJ3#OC?Hy$GrGsZj%q*gv_%T6sWHvR zc_F`{r*~MQ_tCH?2FG&a0-o1{YV8(4H%cFR=+F|(5b2`PsCZR~Kp$1;h(#rvuRcv;7@!UPL1kOD^KwRUAo{mVV*RyTqg=8&PP9GcpBDX~0&9Er}GV zD4G{vHQ1pO%XlFO*&=u{XbeVaau-NM6F@zY&|UzGfis{`#`gZraph7U1EA;8l6trk z43j2>yJQp($RAz4CQesdBuiMVWM?DD=G?Hv4rj+m3)!0R%rF}hu3NeilnuF6t5BvJ zL;7hG49ON>F{cB;_p|ql;|O)vPAQ=Nd`H<|al%oQwEO_V5W2=UN2d>+nDCe|;CusV z9dSN^;xgM%C5=Z61#g+*#m`O*U-AAd_9 zvKQ8$Q2`m4LROxnGcu|`;#TTUHE)=w{Z%=loYd1)ZJyUIbTf4!JzwUapw)%$4C9C` zIhtyh^P~pUuYR8Yz$1o!`PiTSvhMF~HZU<{%@dH-3;A!FQk|6xs^eg~tZmVjjKhkbw3M3bE6N7dd=y``B z{|rO8|396@MMyO&=?NRhSuxC!B~B{~Mihy_bd*abq#)2EXafSP2_-R~Kp@`qne$7; z@QYQ*QQHB?UlxT38%WPqTq5}00j`oeb7Vt-ifpKbcf0&2!+SlUeyxT96f4#Q9v0tiVQQQ-&~Y2Ql2sr1H8fd z(Tl1t^Udm`sRS@&aG#zi>_&_OV4VyROKWpRS=4Z!W>k!%`;N};i`M{sGjO6)cH!4}1u^_u6lHY#IU_aISOz8?{HED0 zf@T>8D(s>-tt!)E?sQf2qv$iSS&Keqfe3jS+|sw|cMflqqB(uR&=!RGX;`&)zG{gL04D% zGt#^*_EWJhv#3A){!Jp%7TuSWqr zp(8u9n;_jpd56%Pu`elng-H%&(h~G71Z9q`hFfT+_RyMyV)UAKlEQ1KH`CX0?t5huaZ9?gPl+l zC1IwR^efv+XA|r#=PyhaBdpt6QP+lVWq1U>;F?Pl;5E_b&mAKOWWC)Cr_vU?U#E}* zTL{`hP`)7&$IkUUiQKrY1k?Im^;G3075&f|IKv%fv6l?Dig%fFwuyHge-44Mxo8|n zxy3(WY+NlR!Cq{vmGDGpCC5F@ok;iiO2cMrOs9BzHg<(b&~Ad>1>H!oJ@#O0HmvD4 z#gx~-9skH@XE6h&v{d_$FFX0)c1wBA57qOmrX=O2LgVj3(NNV;e~Ln{h#AQlHz)Lq z1gqZEbxmPIdrQj;S0T^3WO9jU^K5De%zHy)i%h61E^6bZ)o0qgEA3gWo-8nZctrjD zI5+-(bh-&Mq}^Cfq_Ri)Kzh^!(lf4_Tt<#NhEwiE-elu{H}UV>9G&+f@8p)5c$&oY zD(L-DP@#Vekq;Vy>>Yy>eJ7pz#SnoFP>^-S;0h2X*%b8Kq-Sg$+wNy9q;bU=&0 zF{5#Csv$0}4!Q%o`0sA`ckitA<3#v(N9l1>6e0>&{Btc#e*O*Hdsv{4>rgeeiDYA2 z!f){JqSDO;ePIRI%9QFDc?EN=N9y8W7!VOE0J{UM1bIvfrQ)J1rsif8Un?Q}Ql<8N zBdUbaRa4rgo83Msl+P*5FPrq$3urs-)&|mzZpH;N>1&v!!LOmisAKb~O9(!6O5dHn zk*6u={g&s{*yt3k`_uM6SLI(A4<_6FZuQB1DE)?jV^RUHltP;RmFX&E70rmjo zG{h06{sf-ArbtwX_x^J0zQA3X^3ZwbzR)Q0nQJ2uFFtw^*EmhyrGORS#OQY6WNW0e%nfa1Po^_eJNmzW{chavQ&G*K|?ks z91oO%|33}6IIALRKCQLzun-weOTo!RHUw74ume@gfZ za~be#6*afF0#oE-)~zvb`@5#H1qMGVndahV!~| z-ZJcTW1-U4~G3N zOBy3TvE+@m&R5!a5RV&R^h)+2-&b}PD#*KWoiE3U`AQcWV#UCLs?zE3_I8fMaG@le zZV$fP$_yRpQS78w@HkSC&Vx78!wZNby#Q3F7vM$n#$~WLA}|r{EIo#=j59u4}*~UgEAwqGsFdo@QW09n&UK5c)66jEc;xxY% zI?ex3`80nYj(Wwwl>toiA^`?tzvyq033Z@vO44|&!n1FI^j8=q`B0E)O;aezXxF^%aJ((`< z!*n>}@A&tq2TY-0pVr-#Hft>NG+>m-=o4|HuHRjP$R_?h4jqrS8R!S7;PFH^sbLBR z7xXOz*c*sTk;MlpWE~%!!!se5}fr$ks6j} z`G$V(<_Vy;M?WqWNPT1-VEPo2h82NCYjr*B2qstJybdm9oH8gqOG@igRAx3OOy(n^ zW$Qd96T>N^I4J6nEb5d41TCq#=V-#KH^aaVX*_xqP&YT#?b}?UZh!`rqSN?I=3%=(Qf7B?6`-a zksBe<7&vak`E=2y<3yC5b+U%jxR{@uRiE~wjJ;h*IuTI|Zix1vq~-Z(l{)l6@3{Zi#7Yr>zJ0OYBNTU>^wVXg8HX`>_{uYcrA|c^`2UUXwCt_pL05lz>en z*RB$2%CVpM^nP>=NMdk^0WqLv;&( z2&NNBe#&UGLX&R4*dKMBUe09>x1Y%CzdLXG(HvlhQ_|oy6TAar?1xT{FgDE8Hw!vx zNhz6OPCr0Jwls50)Sb=D47XA5o4YQ%`bZRqZHKed&EyRA=tJcr80z!xd}=tiVDj{o zA#)fE?Ri7G>re?Sl(;IHmSpnD71Vrjl}>Hjs8Y=siYbS?p;8i%1rcEEu>7PiE=xon z6FQpGZhb>xo`;|Njx_yv^rv+Sz0dxz;0D2GZY*Ms76D||1AMU?d4rmWbihFLGJMP& zFW@+L$zw3Ih(RXcevYj6Nq90cc~ zLri1-`(S#ekQy8XehEPcoCvRQ0V=$R7}AM=Aw38g!hsg%$cp?ZjuFxWnRvuJ6Z{9Q zlNW`*Zw~`4W{@F1dc=_FcTHplHjK_C6e!J8m0>PcF_okx%CN@8@Z580*#qgCOAOk4 zW_ttA)qyI6~G79r9kO+;wL{|(@RAWN-M{_+qck*wf zpG&$;T*!RX!^Lp6>)haNaytYS<;K1+VJLCug$qNjH1(~jZFm<*e*M_GHbn)QWHFOS zk%&t-u%RJooNRF00?7m|jpMQ+kXe}u+<(n9ERCPqFp$yWKvKqb6Os_fvvrUZo`iI- zLeLhfM@E%Ho8s{rW-}`Z;*^WRj2@rcJmo@$m@r@<(;?_WLAuQrQ!WIS;>dwzrk&9EI)ME)gdW)rDbk)SYW)-7#D%2Z~_Lb zDK+^Fo7Kd=-lP^UlEVe!ZrXsYp{1drpmUFdwlI5DfV6J(-{|=bG(|<&k}YAYDyDdG zv_-Bj6MJ=0CYNtbn8{zHLA*S%hiABlw}tZ2nn3dTyz`=%IWp83aGaQY6kK-{Rq_*& zZ>V?O!hksBankgiFh(l?1C-@_7+l|OJ}X3V@5K_^c0>pTQr zbn65{6#02T^HD>b3tE1P&y?{*yA<3izmo`LUbQ2A-gY;jhE|Za}+5qQfnz_9q2+bi&h}_W{nS3 zrj}XV=~?w(O4RAxjiWA?@>+*?6Ue%J;LDowDK8gkwpY=D+<;g?nfi>Sj5YJ4oQgb(erR8n_nw{y?(6~&fc6r@!4ya%;r)pJ1AjDWk&*NUMtVGpllC#D3_onj74c{;VE~V1`O^b-?N$ zyY7o=f41AT5JX8C^o&i;l@6MmYZI=_T$>E+{jvH`sxna;#|u+#m1`Ytwl;*c6MA=v zjWA(cuC9lUGNz!eA!(m&fyANBnBvfefr#?}Q<*r&9CTmFnCua|ck-)L5FY`i`R@zq zG4hWoGVTgshyn~&5uUPLIm+TVyF`y}w;Bg`JwUxJB0(qAATdlA3{x>|22PYa1WW;4 z0iv303u8rnpM9Fft552kUHNc=y`-_KheZ0Om<0E@|N7t=H1s&arS z9AGL3n92dBa)7BEU@8Zg!U3o~V`!#_bYCX=2*y#PKhK|%-z0&i@|^`Tc#2UIg*Cq& z0Ip~VhRF;W{?zys0qI>RaHV-1dZ%$m)gNfi4=^&UssJHr-eq`h#FfuVlcEoN{9^Ir z!;hSWcf(_ozhhd3b#c5EMJbGh;&6>6Ux2ZKk8>!NDOe)9auFGX1kjZdSL$O#QOHop zhb)k>q_i#(QBHf?_jWBLt40ZHX+<95aV>nvFdk44vo54WgD;H1gMW|4UYxst=^e#8 zYR$?gGXFaoap6N)BCpE-<^tJU>*Q058~g8ne^|h5hyem93aAR$QoFJ^!rQct8EKGg*wPW* zh8nI6wlp%HF;JG`aBS5`kS5|p)G0WY;^^~BgpV*3HHIsOr2u7a+&}-x^8H?~LUxsM z=mxK-J#ReW4o+gYfpfU-?YVe+?NwdfQ}Wg~6C63dsv5kbrn355Ca0aE7owZxSwr;s zO=RPHXtsM7QPy}2%k?wb%hK-m&|bwYVNus>sJh-wAbHbDAf^=Mg$ai8PO|Gayja%p z-QHr`746%~Q^(t?{EXYhbKxnOv~@#PL^x`#YMGMJ4Jvg@deoWStKjk_=@is}1x*3C zFv*(;#Neg?VXHgRcVUYr8#F`})q;PokCdwg#@jX++W}&bX5fhd2c8*rf*AbJX?*P% z2XsC_rJxe{SgRbsD4+zWc2x!!W$@S5L2)E*&AV{frmEC}^wC&M<-gZQ`nuvm)|^t& zm4*cIZBhg1&7Jc#8z(hBJdjD^0e+5LiXq(WRZl)!_(QrC5@V1+exqngCYMaRDW=^u zldE=!8@mFEfTBWR+zpn{W8i&?@tMLi5>%%!efyBx-K>sr23yi`n&X_?_|tF-QNrAn zmZ@ZYTuLCjNu&!kPwDI3kU)+`L^1Z%Io|G0lZ*m_U&u2p-e;!h<1b+>J~Z)EJO55~ zegn_T&+;|!70n0Ol|pGDIhKUGs(7$l2JhG$@S`fADZmuqQoFRcD`DLgFpeyzp-3T1 z>X$XK#G(fg*`K23Jm|S|GJhPmH#QGV2gSp@*T^u6dxJJc8a1{hDt2L%$~w13BimBs#O~ z;sY6BPm7EnB;;9fP!aa&dhM>o=_>DALS8h~gg?aC zBJA_7#KpE0i;Jz>3we8+(YQXjLUU}XdTde9lD0{!dy`fVlT1onhQg*2`PibUt{fzX z4wXk@N+#D#Loh|?W5HyysF4yPJD^;AEn7jD(rSlASm-MTF5Xpe0Tg4L6(@iq^LQWX$kuZ8{y zRV|phs_8h(RpJ)7)w4z!hC8uIzGJ_R`<}{ZM6Cry)JJk1cXvzx+1N<5HF3vtDA8pUZIoh*K@ z&y`^=O7ExiebVe2OYcwV$KA=v=j<&X^p^9%w0pBVznAOkFF{_{h7in{KD`M3TMG(~ z-ja0iF#3N+W%LzI-7S5z%w;Rs1zmMC>?Nw}#i}Ly@ zZ=;YhA!x&{cq*{lrKn--F4^Ny=c3A|X8$tDITd|RaYp~@94bnt{1bpP;59k!IZobN zAe-WQ44-Kt#ypu%VZZ3=h$Wfw6pJjyv@*49{4yez;$ClU9B24%@5Ap9Q=tAjFXLx&H z;d`r@9GY^v=3e8yJ$g15ir5A$A}so&9kw7*HPg=yWZ|coqI|i3P(*q=wl|j($YMpQ zIUA5gEfbV`-*T)3!8vW3#lkGI=q>NSB28ls zB;;MnYoe{Ys%h(7)47RPDD`4>u@%{BV7P&H1JAkKx&#;N;j`HJDJ<*N-o(ZEW20;4;FlLp49xjeY zBbcm9CYOk|!KP%=Wy+YDGQ78h4BMu?jU&dB+H~B^CSD>*Cao$$B(c09Ykca$W@Jqn zP*py7f)E#P5~wk(s%nj6PIP{&Te5icJh<`fiCr5Cryscp@K#lp-s+eO z2I);{h&QPys0z9(LBiB{?Lm@GQxHRK3YaXZ^c>P4Cs_=1rHdLbokMRSeKI|&uXGN# zC;(GHSAej|xC~jb1s}zj0+x{E7sI>GUYyyxFM8Pp)Oe}Y7rip7g5Ct(k`9lR=3o_>Gx&SeE>K^VY>Lg6;==)DuAW{Q-BNI zY-_X`3X0lhpuQa7q6e`1&6waQXjBY4OrJtSpFf-QJy+ndsJ!9!A;>#M&sZWpf8^#v z9sToVu9G5RZ6Rvm|6`Xc=uUUtSWx=q#H*g|D2EX;8H^6_gc2KQZ#vrK7{@^e6~d;@ z6`LMTKnz!?d59)zPZL3yJ5lDzZPX?g;mzt`G|OTKj8q1SXRs0%)@DS*DV~UNb4Q*> ztg3iACV<93Jfmh{DvsGjN#dopLWV@PP_yo$yjwwwwt!30uL~3B-}Oq@VT)bRmP!X| zOU1KaDjldoHVX?^FcG887ChMuM_?Tpf?FW%M!wGiXc(SfT|`(AK<=ulw?>!|xXLKs zW3yE;aCg{jjmc0^IZJ`zTsY>mlJs}0{P(;x%;PDF5z>V*KDid!P!-o!<*JV1P5@m2 zt^h9F?p%uP{P(8}MmuOCLGqrG2bt)t&L14Yhc;jNKm>?iO}edvN* z|AM<|`BIOP9u_8le1q>pMJK5$L8G|g_6Wn*OX3n)%+f?+#h@D{-BhAfQ8IfQA`!z4 zUQW&o>xF|E1F^NZAzAzzAnb|{CFDQh#C|RSlYA9Q2#KrcjKt{1NK8Ocbw0szan339 z_x>R8&dSAEq5!(m;YxeH&2km41L`qWO=NDw_hb6x;w{m7F=Ps$D!>^SZ>3*!Lq9Wa zi6QG~nDVNa0}5mcYhw~90NDXPvmUZI=7ub4RoPdIRHC}Ur%x@BxeddUFC<5=hf(GH zx#Iu?3q=gl{^_O^)V)n4$6e0B9TEN>{g$G$x2Kq}sAK7l^yq$20U2F$&<2zX`eZAY zp_QvMxiT4>BjasS`%e@e9RkUN$-=qj#)5`lvoluy|Ga$Zz157T>v2`tIqLUt3LrUD zS7M-RmYx87PC&7@L%#3Cp_J@7uHsG!#0u9@UU+tKG^S*2iBu)5GZ1(4sOWhY8W~2x zI_c6TFA@Anw06}Zt6;x^#m7y^5v{0P5)Qj$BQA&B$@zvdrzR`LJ_BqvA) z!$iRe?R&-V2Qo-nkSqg|76>)dHS{D~FwB0=OegyUL-wfJlzsXwD<&0b7>w&N&nZ2L z3WCp~zU$iW^J>mFF;qimG6iUyOqd|bIF?{BRbk_407`v5F!kr`qVSnufwjDD!wD9+ zl{3KtnsBnKG{~Xy?J|^H1?r_r?I*p8fSh|r1{xDQu3W}mrW^5&R%hM^?$8lq6Q8V& zq{HxofB$$f(r5iif8zt<6gCGjN>M!oeLaFGO9?S#ZzK9r7HtK5J^&&*%S@CeTJ<1} zMhE;3><7S6!?ArD&jxbX;OW5lHkdjgOWRUfWTxjC?yQRGjOt=?y4bqYcW|}tMN0Fk zp{8r7b9J|=D#)asld8yNz||qQSA?pzr4iaZs-bszLhr73lA%TM-_f2!z3~^_CMNyr zg}(rrQnIBI*=u8IQAH){jy_b-oq<6-M^mzfJ%|`)pgRlQk5TtPEdJkF!7S2L)wWAj zZuDU=DtfSBaN!Kme+6(m!y9v}V`Rmb4#BnPJQkOGf8kV1x%U@DO;(|#6+w6I zAEOIFUb(L9Ww-$E!r0hY5Is6(oSR3DfT)Wky~38-tYS+I7;dv~f{@pQMd{F7)RNhh_MH*iZZ{dOrE-F!An^ zqHc|s3ocnT5$te1k-DzUt$1OMNRJpwt*Q*SO4Fx(1k~Ho0*B;^x9N@7WiG9lMH{%J zye+CCp9HYw@sNVWb>n7I&6m-}Aex#NXNJ5G*kpWCF3Hku&{Xl8>Dsg^<(X-&uAq$m z(9|x2l((em`xf_(P-oUR=3ipB#F^6U{0e>3Z2R-cVS4>Zf3M3GoG3JJDZm=HwOLxZCa)}i9?8OK10vBnB#YER&1c|TTwNIm&IP$q0C zZ)tf$L#`oNDElr{zkQi`GUgs55%-Tx$hd#P1a1k{LR|^U&jf4Fu#{G~KM9`vh@hhU zhzLZrX?`h0>%471qlV=94J4}}`l&K+YI#dCy`{Zg8(5{;o*#fZuu)v{{s_85Bu^ca zb;y{kGtq0yvz5fKzN&`0hU`Fq49&C@lS%vPBaR}vVzTUv&N@Y8B=H`qO$oi0v3m-n zOGMjXRWfbGbfU0Mj?y6;&!l}P3hC5QNGAp|kK?3x)CC{S9W8YS+nNd8pUlp5e;KI! zZR4B+=_V9p!HHqDi{b76v;$L5aUt+g@3NJ;Y^1K*sLLkm9BTg4LVIAS`Ta%U6uZ1b9vcl?;v!Du3;xpBeMX%Vx{VLvQz23dBUkqnIkhH#9Qlzx?;f)-<8E3AIm^-T(Le zHeg)So$x>C6VvE*M0{h2A@_Hkvp2AyE*Pdzu=xM}(0|d6so$aKhp?wJ{p^dnc;npo zjvCXq5>%PNgdkfiD93)PinDJ?95Ko_dN9Fd%MqUb?}h(AxiQDa`;pV3e*$?Fv?eV90_`kZB~6U63TsI0(faT6DlktJUJ@&e+BGKe>sK))h`?WHzg z5}8*JEs~Q-HWy@8_$+aQzV6UkN3Y{!@pWA<@uvWM199PWW-p!;f%r_u3HC>4-@Fz; za--5_a!}Igtkb{!0Up4T{P7t12i%ttfKm}h2ZF@}FsqOi$FyK>1b_>&-#Por}r@Yq%vbLFSTgYi#6VXG3 zMH4kdPh?4c8W_*ymaEe>g}6kd8dEH@GE4NwWO0hs8i-Abw44a=yar%Y*3&HQ?x=_7 zR#X;Obad4O?CzrJvC?MJOnLjdlC`r*7y{cC)ipjcUa*1dgY)YmrnYy&0FNJuK$Wn@? zF6`?a)NQ*qd?=Wt??1 z>5yE7$Z=XmZ(NS2Lu6v!sgAWo6WI;~5K9NF`;IT&Y{_f08@-t5c{vvTURZo%G{k){JaiPnu;AP)C{G@7Zx;=fwGq06h_uSm%ee5 z1TvFrCaKA#IG3%RX+ssHTz7~r5_1S4Y{;@^0#RnlWTDg&ng5e}Rnfh)fWv*~%zMtp zKa;G#X3bMiqqhCY@;BdEOwaUqgHMnX;3QWzR62wgqWo7!9wa_c@^Z~FL}~(sX!C4p zNSYVtV`4X^dUOJ5KLo8L@F9u(X84A6Y{Kg zReSSo_g{EvihF?dEs*|J(G_|?^(Jph%VO&pgDxcA*raA7J4) zwvtXeMgoYWM+?4Ytv(DtKl6n(M~K?hFzFGA-_GLWXa?zq^xUdf3D*R$1YoS%yv8_8 zub?f#>+pRcImU7z=TPnxy{A14w7umO?}Qvdl$g!Mwih$F0)$C61znjG!!`rPlDaaf z3zNDqDaLA~i%N1~kgLjbVX3{9cPDM?sA9gg2iK5TL*ML5{dLJZqgP{5Iq(sX<6Z)A z&5GP|yzWZZtbPLTQ-IHqWb|00<)m+l)A(Mdiv0FM^wwH%ttGkkV+G`i$_yNs-YK%o zv%E9^74Klat+<_r71>)yYGORq#2BAFRf*(!2a$MUkG6H)O8sq$djoGxrARl#S=;jK ztFCPDX5aE~c{?HSyJ(=Z=p?`wOLE09l#2auK!_J)7^SMBkD}T+qP&Po8Kq08PAui9 z%4^Q*5IDLi4xhqh#&=yBb~Z}4ny(Xp9({%q6YodPeGz;LAe^5vBFFet#r8}UM+P1P*kPmiB~jzBy?3_Wh+YLXXj4-RXNzo${8?LEh%T^&ikzB(x>;=}Dru ze)^I^v=JYp71P6WUB_m6oK1-B_$E}ux=JBxOo~%5QI_a$XhEE`NuI8usi7s!dkz2T z{n7+`t%FPoQ;y8i3rYn=&nBtE?SRk3!5e!t(&HKv9&E&ykmii>5vlz*eFneUoj+6z z#Mgx+RiU9aCFr4FPY0MjUjU;AbbcjNIZ-$obl#PA&bBN#x&o#GmN4oumNw|I-KuK0 z7{_6=FQ*p<^l|7opF02zixR3DdM&sSQ;1K6jE4snTZ2nFi;^{6B1;wLtc(m7O|x*F zW;`Ai*M_QtHilw4D;`rT9>X}^OG`6VqBj3D98zRRfkO-2s<^8tRr&q~S~lO`ps>-E zng}H+%r@^_t7nS=eXdZC_zpok#e6>z>cIl&48-7$fIli|2*=Ba=W_trZzIrNEo4(u zfC(VK6Ge<@K+kVoQNwk?t3D{`v6N!+q5L+LV#SePmV!IZOy8=GJl9g#LYA=j!n^pw z(=*-tFe6|J=%^x>ef54IoQnb*7*WsUrE5k zH~R+W0q|^|Ue}vYotu9{%;rc#ZHl2H!&!fGlmRsLkx#v`4AC3QPzka{*aNnx3;I^= zCIo#Z?KI6G>c@lJShVw`%*C7x>2awQ=|Zgu`F6>FZ?Edrh8p`R5k+?Vc=6YuH=(3; z=tip(SUcokhjEMQQB70XDi$p`RqaxNf2n2vsSZpC*ZEkHSJoBj^{G7ABf!0bHc4yl zdsTj0uY%l?lz~dmH&blqRSwKh#RpS-Pvo7ks;-Px9eU@k&9Sk1Tq>9h_%N;s@2U{) z5)p1{W>itR1xF{S8(rdj`|t)>&Q9(Dp}y0WyMZc=pxqRM3x+8eyeUAb@XjinRYzr1 z{yZ2m%q|(G(69u3GrcxJH$i_&{Hv+y=ABSWlo@G9WwWfvBi+@`CTs6lA+dQdI?q{9PUiUPDk~WmFEUqw>b|ipB2`%zo2){C zFDyiymZ1jKb{@IK1Y)X*UbC(he?z08BDkv*!3=aXH;!co z1>jyn&Q_YYs&m`yo0%V2aI7170+(2(n7*&HWVFWnR+uIAx)0nR@_kdV3;FY~z!TP_ zU*pz9#gViL#q_n2Awwn@on7C8P6<3B3kC6wT<_HW(U- zx>(M@=GpA>kzt){G)7Q`bcwh`&@3B2z3*MJwn<0C>j7XjyCoE>J_Wgk#y8aNFo*}* zKclCec!3OM1i&eC!pz7|FfbxL?t}PPp-dIe23VCh@3PpEbpXx5iKd2Bv<8#oZy03rV~YwTBN;9 zR|}tPMOda2WDv!95#rig<9FK8(Nxo)=!B@~FV-zeE+imrgh{4Z1=DDM`U-`#Maxg1 zMC^zsR3bvA2NFAq zw;HNA5xOa#LKpd1PWpqvVN#K<3emOzWG;lF-D{#zZLUE9n@oS6~Qdx)uKV zWTQC)y}|qLUNm0-K}!kRm!R)HkDuvr0Q!74{7N^$uoc4+s@qn;WEI(LFb9bUaCaxG z<%?crRYUU0_KA}Z{Cg8(dJ*(0=&ZJ5nJk`Cc1r!R61xJ+My#uTj~fy83&?#ublB~m z%n@%sJB{OuHRpT0pDLbjd&W<})QkaQgF#XYN z5S$JF?@ICHQs=AFE@B)BKor``%W&_7RhAW(2L-@R61!?le~Z!YeKKOmr?6~oY@u;; zzYYgGWlyc&vYhS8U}+tPdv4l%GTK!Twa(wBDUmG@E5Z}^MtZ)lWl1i2O(bgJlK5gB z-($&7dKGk4RYPg+@z5C(H^!^=PRX7Z(=#GqhiindAR4Ro*V+w-s(my4Wkf1?HhS#B zBfkft!K#SJt4dmq4n;&>RfsmuriP?>y-TLP6g1v?sDEG&yDN3%pj|{11mdvXxUNl` zJl}Hu;vgMtfS2DOP65|54nu**c8lpJ?B<6PKXi?A<@j8chM*a%Xl$^w-u!vn$9cv5RQ9-MIetTWF&R6y>?tgH@dQ(87aDR=tt_ zy+EoouOY=Q{NCQ4)oEU{V7^lY-GzcN^jeNyVwW#Ylo$EbID_5+AkPk_wH%KEqced@ zpQU(zMH)@GSmD+Mxhea*>OV2a$i8l!4^z%?a*rl7$b7~U9DDp3lW3N);nIGL zZ5!@hiJ@%`7QYsXiSH5Qp>9kzv?UiJ7&ZZQ=J$Gw&o%vhBe_7ezv$pK zu2@2%Li-x9H|k_agp|f3-MBf*>nu22Uxt4+`g3Gt8tUFK?U16~5#^9C09gAHPpk&- zLvS|R!BO`HKIs_hMaK{iI%ELTA?^+i5f^xfsK7%#&loCW3rd=UDk7%rgKrr^{mi67 z{3)*FxzNK3P)F@3Vxh}KR~L~=y8`x?jBUz*SFkgd)`PMk6uMzElm2r}_nE^6dEJLZ zDW&`vU)B*qNv2y7_Y9ch<9w}%_}7iLH~PbH_XZ@pkTL{)Gu?}zA8VlNkTsv4!%`+U zRvbq++Q70`(0$9S3Q^-&3P;pPb|$|KKX3V4nKX+qX}(SD6wNVtoSs^u!^FK50d(Pe z^V`ShItL4@!owpmx{%eBmT9M!>vfgl6lLC}e;U5p{k}EZ3oeH~J?~B-+3ju3{S$cF za^D8LRrd4B$kQ#ae1ZMxn7``9(b+Bf+h-l1mE9SzTv)IA$RLfm-sowhyf-4?)P|-^mz{_ zS&I9T-P4QurptlHeJ0%wJQWGogDu1IV&*hkA|7rc5TdC+Joj=c>Azs}@KFM3u7vtI zg|N8t%i=U_opeeu<;6k^s zbrjKzCr`psajajc-;sb5g1A_0@asq7W{ZMkLq;fI2{qM}vrA;K;d!28bd)sr+sSBK ziDe0o`R*6@f{<%-6~Q2yU-y-WkF5ISQq7+yN;tsek&<9qqU)W69JmqeQ@HJT2fw>S ztHpj4hQpr@$JC4e{`q_mJ$7pN|CS>)9WLh?qTPqQc@_ol8*^yw6yatvLk^z=2%#k>Ok(0(zXMAYE8`E)`92 zl>{XjGmNi_X|*a{m9JlwL$ip$EF6|a1Z5E+Swuh<4#$EuUa`I_Z&6l0fCFm(;DuAJYDF7Q-yl{J_W9^0G zBe@efZnwEOkbbZJMn9oN*&lJWWNTbIz>_Iu*}SYVxKLC4i`+&SIO1+t{{f zN+D{z)eM2ggo?K%G2NM{6??_~!Z>6Sk}eyu$Rt!Xw741~z?dl1ZW1wxuut0_l7lMY z%~QOFNF88{P9vhfN8xnhXqwqR2FD+o%rg#YKwWvYy* zQ~|K&XuCbs7X5ad^%FhY+F_xZgQUZJ&mRVQbU=#RtAREh5U|F;8R#55U?TmDWv&KB z7eg5+$f3{0&I|}T0}0T#C|ZOdM20mKgV4N-VAxfZVNdpqnH~nAr#>#WCr?lJohdLp zl{QTVlJ_C6`@0OH$Dx9Y1{pTL*z8HNqr=eO!wEO+t%Va3J)985Hzqq9X`QY4cqWuJ z9GQ%<$CzL6;Y0eIRKxMbBl0Rtu1MZbh1uN|(3XYn6&(Tpz6<_+HzpgpqrKj1_cxON zU#UGlliD*{!*Kvj&nM2>_xbbPk${@0ONf zx~`86d`p$&YuWm$@E#eR;mccA>ASwXankEf<^yB?~ z#Uh1yk%$X5F7(G8lK|FzU4&XB?uszok)Btw+0@C-6Q{&TuN8e^b^Lq0BLYveE*f<{ zO^18>0$2iYRc3p}fuCcVZ>+pnyt0N-u>;#MLGM&|_Kpwt5yzN61wF&t#%s6F+W6k4 zBx-+FIlTDspI1KkqZzk4zRmI_eAkBco>pFlgsN0p4} z1DiYYZ$b^^(jET2vA$vrK{~y4v@sXnP%+M)nu~f8(+AZ|F0g^@?AW<79y}E%F~hK| z)y-4*Km9y%p39?TX=-w8uOS>GrMszSJfF7m|u%s0t9ac3B}A zDndb1)o+(I??sApZG^jq7MC?Hf?!#P3A&3)8;coc7YwTkhRqBaECD5Lp~BkBanEjE z=e}5;hV+|biPkdZNM^FF?AwiR(}W{i>rz@%btam3yv=(Jjl%`Q6!feAzKdYGBN@X} zGaQ4OQQp6W^ju0AUee>gv-n&@nRxtZcu^0v4wMq!2Y-)dY9-#_?o-lg@mmSNr{)m|Q#1o*XY+p73hxs?9YGDlY|V#7rM z()CQ*^*9+n#VPV74zmp9$k;0R)}~-osj-wKyBhNQ@g!HuY{J?pyWJ2vma40%syBnb z7Rrd=l4FV&8yqa@SalPAsdjDP}(TVmvbk1slNWSE8m8nHQISF?@91<)oCv`3^g$cxp6lYyS zrXguW1gv9Zv~O{pCg?7PD#^4YH2+k!XbLa5wz6UsB`+?Ta(T^V&Dwb6*_}VAD*r0> z@<2B3qsS-@gyi#$-@Pn=TRA$GnL4c5~%f?y`n_%6iS%h^Mgqp07wIQ&tS! zUxxIR(NtSxd_hM3QrtV<2PW^aFN%_Wa?KFkzc35JVDdzACfE`A>l<%csk{X$Z2_v? zNX`s4Je{?#&berYWLXNC-)dmGsd%<9U=<-Oz5yH$|8T(A%atAjIi#bAj{=gP8i8-c zX8H9g!W~_s%r8o8aguD_d%3lWzoV<3e3wAxe?P8TDX9}|XwNT^2*pJ04|LTSIa$zj z1t`ah(UF_RC-=h` z=?;$`8HgHp4rSh*N6Gm6ytfRJzV6Napf4CDKjaC6q_|Ja(hG~3;_qB0+f1$~yjT2p zZ%j6BzwZ3^$raGqL~s0eH$m?#hK+fB4;B}N<&R?z#DWtIJ08unvJsL@aY$=tl?XT5 zDoEa<)Y}Dpk{BzUOJHT7oXn_pJEGOc9J_Z1>f;x->1{7pMm!-5WZzE+(_GN>SI#-IGt=41Jy7d@s_Y7U<)xu~ ze?9?t8xJ(ZgGVGgk;l_v+kIyA!J(3b%7lW5Jy)oH@6z9J`C56*z`nxy&yR&pR{`+9ty(2lc zJW)y)^nqd~D_sT2TPWQw=##|6$WDKcft~4#=@qSvQJw#8f<9Ob8()<%8|g6;7!42; zT`~hUeVY6qqu;^%lYU3<5Ar2vGu<9~qmibIjMPWcf{6bKR63Rn#3(^)X z3~60N2c#1Au~kuKkw`trq7kyIK!aS8`5J~vPq;4EV*P82(r;Omc-lvzwqwg@t_1jh zKCr|B=J9GG_v+II3p3G*dF+biIC;ndnUsf&0Q+{x3CFPlX%aDsxH3SQ+#44^Q%{gX zWPZyOMV}_3vjd$^R_AP=NLQA+3t%+m?(H21aI;M?<>@gg%Jbs`@CmY#_Zne%Sp0C& zadC1v9vHLxXOOo8QIxmreNJE67}p^@;#=VT6HtvbA1!zM*G%<=Jj+Bs&scT>d3)`k z2?DnGQo~86JV_p$Rj_C6A)KUksYVQ?;~nTI;aD=znLQVBPx00Lc51&96rE4you7#4 zqpQ!(`0nWw5C7Sj&3N3%)Gt7{?~x2H>NA7*OxrtsfHV8bEYsrh6g9EMORYKbW4E$c9l9Z|2B5GYl*RC{f|-RESu{ zA>EN45kq{#7Q&}Cd}C!0`7^chjWL3qp0R!09qFH8&^Nx$ad?gDN9py9dt4Uxu%Sp2LtQm>L zL@l1BVZ0cn3%Ll`+qy;>gay(hViIv>fHJu^QOH~xQZt^l;TGGLL>J9|7Kgy#MbMS4 z?hKqY8x>-F4*`Q#UN{)O0aO#K?0siYe&ayA(Bdj;oxkz<)~ z`LnWOWU<9(Wd+~nrTW!bS4AsQ1bzPc57CUZOC@6Du@?D^d$-V5qslnVSMOXU6Jh?k zFmW`+K(5PTk5+x4jmX`Co&;&1l^_nqPEouwf{En2Eo4 zYO`U~%g3p22z5YID*Wg_M&b7fF2yQcNu~sbZE*J0!AUak@00%?4{8TrNn?6P@s3(! z*dp>|r7<|+-&y!)WFqosoI!GB@?%Q7#~7mb#q|8D+C$uBZ9o=-;?zs;HS*Eva@~Lu%>VV57d$`km~C zS~7Coup~7?jVe0jP(##cMF1uMtEK=~z)*m&%8Yx7i9ssUl~K#Os3_}A6x*lhpRc#w z_W-uAiOVoX760$b*2ko-5>&!fbY%D*d;WmazYBRL_jA%)`_G@}r2ENCkBwy$@0k#A%rmJaNuz%#gPzB&hlJk2U;y-`Xv{jS`{&pt!cgpF$1B=zlb@W3J~qpf>%+`MXfYGT&Q?Cw&{V_R+e9#T)kf1p3$ zq%+xeqqELO;<`^eg)VPzBYwyn@aLDp5vp$R_!6|!aM^_OFhQ-)cl7JG zBhBw21CCNp4=H`!)8%I@oA-WymKS*X!!saNx8T{22?K7Bo)WqFeb$-%2`-SbAMfK| zegm61;@mP-bhtozS{u$S)86aDWbc>cMyd-Zh*_>ehD4@9-cbR+jb^fgSucMwLUzz+ z+?c&$y0ZYSOgIO5#t-{UW+nxxdiri#`<~UlUNJC=)p4fJoZ>#MdB%i#XZc0))1Hm< zV*d);*L~X*dERm0(=#9x&@mYT0l~B+PPEQUX52xsQ1|HHy5W-E(OvEfi6pB(9pj$frf_i7XEa8IL*&dG*Wwm<;p3KDwG%^x;y|+cS#8eXmqyaNi4?AP%;$ zEi+*D8B85wW^>=`&tMOgJ%=pmJJbAp2W;GXnmj)A_d7t)cpDbp_^PT~TU6bCKfa~e zy|F5++b*WIeGlagUM7FYV>?zZA=;nj4G2sAR8fJ*yBl7I-!A$olzU!3v*_qK4&%ky^WwATCC;7~pFJ;e_PoT|^Acyzi_e}ZC1@Pp58U{~%%Z*V-;K$g z$&1Mw$^Mwq?&%$-T`gRXHIj)t?yn^@n}!C41@&BKDMax^2tz9%?S-8k9yTu=TPN|fRYN4#x131DHl-Az7;U!(9l&YyXv)Fb`C2_O@yrx zNLMzS9JnJ>nLxHiWN&wq9w7Th91$p{-;9v*ix;s`MRgZF!6>pPmfw7hv=O%SFrn-l z+Ptbi{Sw;BA0s}Xv|B>bQ-&H4tjTY(o*v4P0@X)incW0pMI!v|3B)AA-|;|(M3%Bz zbgu|PT9h>9Zwb|Vh8~q8#`u6ZBFBMTnP8Hs^Z1v@RBhLkv?ZHC)`3YaMF3mMYNE&G zjagl7CYhG3Hszx{mIjCNk0xa`mu*w3_9Uy7Q|0&( zQT*Csg^RBLzbBE88GtjfmLW9Zbq zNB0r={dGCI#jQ4UkPa6m&+sJ&HrYw0YJ)0AYFW>#$YEcyNG(hE8`%fcN-~|z^jBod zYLg!&)15>&sGQR^J!fd9ne1|(4c-$?7WAPDL2=iY1jTa+gJ(k#A_zBf0!c~Nor-wXgQ8rD zawTdAQA3IvO4JmhrW7?<)Yvg~<4imWZHDII5(xR}{7fB%rUPw`P{z`ND(!yT>~iAB zKgtWeKsL`&5*iB1rK^IvP-SA~8&K8qs^-E|rv!$wK@5%=Y3DakRr2txDgZotN#(sDEHzi9Mja-$#YJXB{bmvi@#Vsp&$d9=m zSmjhq4@O1xrzt&o$)=PIBZsf1XA(v6{H9~dNr7${#WH1`@dbjew-dYEPE2Gg#H1qr z>~_5c+2s~wAL^7k5osLvn?B@RDj``5ymy?4uGFE$NxOCHZK=pG{6?2Mw27!DQY(^# zG}9Iqv^#Kh(x-F;wcFc=x_gj_vjJV&+^aM}?0_YrjpNO+t~bX5QjQ=ySC?&|Ty!gr zrTW!Uj=PnP*%hKHMfMF-hnwHg{b)a=d9p*R}F#u}bPg+#HH>>JLwqh;(ZO)FMAfQvXt=lwUVF z+SMY5G-=pYgOl!4(&D9ip&ZcUx9~R|SE-R@>3UXFhyFmQe&(v0moi|=xxkR_CnrSG z{p5E>>8NsmUb0(?L&7c(3HuN+MZ#h^mPn5ot|t|GzOhtia#q_nQQR9)ao*Oq!(*N&>ZyIGNl6xU3SE&)n^mc)YI%CVZPGk(@jZ&9 zT4BguCVP65J##88waQPs{puAJu!4B^zQcIT}t!hlkTCy=^e-aD%oF+8c38Ws) z^SiJ9Zy?zbtL%vCN@^ORYe@RxQgyex{1VAFm7|2xzU7!Ihc!J#kZoOMyNP|!s7yKF zp#f9fy@+guO>pp};sdDf_B8d~PNt!l#4dgyJPst{64BDOLU{QzA}ph?77nAq^2rgrrc*+Lk9BC>Z#M9h-| z61P+X66XW~iF1MvBr9$yhZ@SCs^ZwHpi?=A_CIBDfj1I_1K$ zR;yN1b-!0Uio<1Ho5|1Ol1{fIkLi-injR9dB_TP64c7yo92aEo7Yp9}{K%G*9~t$* z@FLaAZ;Z)4vZXMEOx*(7*S+bHLXMdFt2AUMUDA2=m&}G_(u(v9Q9Uu5rr!DmqS{Uz z5T!8Hs`A@lazvCf@v4w5Eyj=br(wj&MIhq1BcY|3#IEEAD$)W4G}uKAx=B&uJC=~M zur7slSu^};NyH^G6ymy`c^#05Y*5#VRI7<4Z}1Fh!I14XbyG{*mPTlmkglfMN30SO zF&1{Z6ws|A-BsabcaqIg6^HnCB%*m#d;P{URZ*0vE!$Umo>HMCZS8h)fN@zu*q0#R4-jZ)x1@yT~>YTJidurf1zb=_W8|yq05oF7F7~e5b<6oYF_qTF*E%@ zL%Oi6VQ+FQR4ysocSt3wwbVlIumR=5Q zMfVn$!sL)JrI)Fde?qcp)Vr*1-7d#+s7bxCDk zm0xR@qli+ETYHftVbEM|^mTxG=UX6pY6yC}^MUwwO8?swP!B*mbU+^?!n04H_d~ym z_8Dl03Qm83pS85&o-HL+{S5OAe0+B-4)JvuAZy$Ca{tVlFwRcyuloPX@C2P{{`ceq zZ@SZza;1c8ulUPnhH0p4$R+go@bac~teF@I>bSk?yYNJh#o?Xo)f{3inYyBUf+{)2 zPGb7fqPB#3(~!2UcX8|=s}4qj+A4XGzpns)B)9lLNdJ$ddPnhQ)n`saW9 gumApU|NX!GKmX<5{@Wk*AOG+F2SJJs6_@P^06eLyN&o-= literal 0 HcmV?d00001

&jxUC$ zm${fwN+$jBp21y@{uTPuZDPQGnBKvp97YOP(aiJ08wG*a*f?HSAwA|`!A#9!MY^$V zcS^Rg@do-MibrSVKXJ2rUnUzF zx7C;@gGu*L4xHB2XiBczC{&>28qDd*M>!@CWsO4Cc8@rUG(9fJHGf8ThBHV}WX6F1 zTTI5$nOVqXTI7Kq*m~n{Q8oqM?UwC*5ZJ~aqkLypJ-WR|n zBG)$xxBD~Sb(E$H-Q(q3$_5 z2DfFxPtus>F$GWREOz8Mmqw-FTZWmKZa*hT0?1cKpb{~sXDVTuDX_b|%^*5-2wRX& zZ|nRt!xjH*fTD@qh9j9)-0m$64;37xj<7wV2R+aONJo?lI9WYWd@({5WZva%^7iSZ zDwbYxqOr?PqHs8J}6KSbnRRisg^^j-j;}_jfv5< z5r*c_Z(yA6`v^?BrbYGyx`WBQspw-kFQW~#Iwf~z(#sw>Au7i;;%(GZGI&1%4{iXy zAJKyfq(!~#)pPlx2M7j9Rs^si)igG-C2I}LX3ipDxQ`69&%mzXfm2i(5o@gm&N!No z_^n_gRJd|CS`J#JTCA`mwX5pLI|^a!nfNt)We~nt>Qt_XsO~79P-)al6D&yUEPe|n zx+ogG{5~atL8pYNO|z`RHYGvrg9SC_#(6n~)*PZ*)N<=Bp4zN@o2cyJ6;FY$l;1Fy z!%_9<_HSPbG&~|Q==y46m1vG|;Snzi*=V%*rCa1Vzl87p9R2g$9(EDMl#U+Z^IcGt zP;DrEpn}{MDQDvcZwlYGi?6vRCyNm%+rleHJkb;jF%9I(bqk+z^MF+{w3b06oSxN# zt<1Zz=T#Z-F2xKru!I;KIC@1+2(Qy--}dlVoCX|WuODuLnU^&GL>f#LSt`FpQiurJThUWppM z9}Bode9gCF%viLs8cO<*8W>QBd_G)BS2h6Jr^sZNvYekB<63>WP+kgtN>X*9JmvcI z`*0ISfaB7%*O6+NTDGn5p;JD3wm``fvL zjtrdI525cxpsR5(iPVF!n2vqW#wd-bmkepN$bievpwES}55Ea`(q~5%!kX%RTwo(> z6IN`Mlx0IUL&eIjhN;Q2i8>R94HRLJAA5}=HvKQ-jUx8HLp z<0wz~`Z4t#ej4^HhihLmx;2MJnQBVK#`~xI4B0huICuiW{DNeTY%w$R87$N46IYeY zx;v<8Y{|-O=xbn_L>4fKHKe)W6>&KPNzyvJInpw&NsBur2CX)n)MS<*P!)>I|C2i<1%1@Zj z(BkD`u#QXTLIYPAhWOSyVaGHseaG3;oPkc1`$p<@PfRP$MrEdC4V5m|T3aO()tR&B z{0AlRn^uc#Yq7$!7;!v!7Erbs>5hRaQHSo~0UV-9T71^zEs=-FDGxne5nU1CFT0YIayDgMZl!SwDdR1Rx-N=Cb6r?eE}f^xV5@y_x?2lfOH_NZnx;(6g@<7QJK*T0vtr z1l%moKoQiN4s(9OPYn=fRA%y=S0PFg0Y$b&^e%x)X4r*i3R=Zf57`gYDlW$Hs~FSd z-npbPXPkO@b)kr)P%85XW+-tZqhP8wY+aV@TEIB|2#cO#9^QD4jSR?^2dg7GO7>;yQfW;DT^OWzR@O9xUg6BlJglPJw{ zJ$~PX0H=PTFSnr0S>sMC*q0xYhwri*zSufhvfJ8YnAX~p-ic~AVVI`wxaaVaRe&V0 zx=<^gw(cWdF)`tG_>MA@S5cCb?qn{fH-wX_#aWW71w};uo79sm10!9m`Af9A-CW0T zRfD=YOiGj$oJ!gm+^I; zpR?%xl%{AY6-oa10ca+-Wyp+bS0KSXN95cWn8*)gf&cai%EtQ`6U}YrdO#&r@ z0VN$g{v9$RkGeh)*+|RGtq=}y7XGE-m>Q46STg$2Bb7Dj;=7`mxrKBCX0zF zH3%?#I2i^1Wa6y*U`T%{-a{SVpcP2BlF|fx_N_-UwP!eWn)b62+E|Y)_zWa|a2gf7T5f{$rIry&>Y@TyfXqA?{$#?)cZ9Uf$$Rvh z#>=(c&ZO*D{7vFIrk9 zfON1h7d!Xt+F(Tqj=v-)%L*Nl}_2_Tm=5?xI(d;a_Yw^p@49~9@XI0 z+6g)eK%5%(IgCZkUOkYUKo(Dx0aGb4Jo(AT$zq$dXAGQ`lV5cOPdFD!j>Wj*sF3j` z>*icsE1a%euk$CYECRxL1bWI-v6 z;-|(E%VYxQXp5p3>}xK!WEliO%EFF2Uh?oHoYvR%s~1}pAGFfaF@(%e9E*gCp{%6{Vz^_^cd*q$G+^uvFOB+2O+VM zj((x39Lp^BK;7fRkCKiQ@03qyWHGF%*qU&4JbVn0A(E$yW_{$(b2e!H@yRNl?1|C$ zeVj^cV|tb#^X;0Mlyr<=f3^&-DC^3S7VY7~gy62!nbB?k|iK?nxTrYT7Ng zPm$1Y`!o##BxB_=5LM)+VM>on(oj`XVS%KO>ZNMwl{;`5G>~(f;!*HLYGf#?XciWg z0Fiyfnacp#J;GTdv;V0$Cgp$FGXmBV0#*&AH%KA!Vv7y2MruqTKZ8}XcrlBpYul7! z((IYuD*i}@+=nbkt`>OOAum!CNzL<)9e56L@2p-+XKV~AhKX0g&U7)%Ky?P6L3+(F z^FR*C@?h*?odZRu)v{hk7H)@;1R&bISOJO@qzk9A-4yjGkj^v5I1< zg`sEmdlZk9YR;$wI;|YiBLPFwwFXzz0g-MG&_|WkBeYjjs2SswU92%oz`)-)`S1IN zfrfF6$K4tOua_-9cpehrQ1sCu3oF&pgp5xDP4}x7q5yhZf$Aa#G;VxQlD&(r6<4So zr@-DXPiCJKBQ)4Y?QBONDuk6qjs8c>`2Q16{?QixM;pZ6kJJXo2>lf!jbu|tXvHDL zNZUv;(ze4tw*M9Xt@6Lb|9XNn@*gqMlYedhmxF(e{H^k@?LVHZS`lC3G?2O=XQQE2 z%>%arJz6#jUGPU!gO8^6q!?dpC4r^E50Ar6qKINtiEujxhxVDvP_V<`OjDCguhupp z*)MI-rRVxx)Fc~ImNCW8o`~Kad4^pv>ZNDOd<;j<7#HcL7>Mr~p5y4Pkw0`P(HA+7 zh0r^|SEGHi@M3F%WSxp6XBwo7J~|Gfif`egPdS%^q{BVjJUgm}_M6xTma;o^TYBl< zNI!hx=Gj)o)sp~0cPzS?KZ;iU15y9MzMbw&hi39qrY;z8MVqKjkD0@{ByvhLM1V`C zB_tabpI>pH4EvkV>AD^#F6K|#akP!KMJ+SS(rLM5#oa8P#C{F7@N7xXL^+k2Fb>$U) zBR|uD==Ue0Cr_4Dqbk+P#HmeSXHUS%LW6_U4h{sO!dNsk5pi)K)qX}6`@dr6f5hnV zaSE#aE%5}nMBFp#t6F0Pbyr?WX&B?^>hx;HzB3Fwt_<^ADV4P9#la8Dhp}NNUX2sN zhpfQ!E(G#izfO>2h$|Sm`+74YPp@Wp#?hlX#%k@WO>(;*Q}h`0Oc`HD+!e>M5kqYS zb|aMsSC%e~@s+`t-Y3x-u$a(k%|`~xW}iOh2>2xhQsU^*3EniJcWl5=8`~1yjSaY| z>LPl?L5El6)N*8TZ*%S(-P~FF^%*fx1bAI|# zwSfb`vPhOoiijDHzQAx&mVOrQJB)$AMRLkc%IFAX0Fc%7j=)RRoKH4+7EWfuhiZ4~ zN4^E) zoSFJn2@470P@v}NAX{&h$aM;ejG>-d0<5TYSu$1RZcCS+N7kPL7z<#+5|EJYzyT*Z z@;C;2nG^?M97-Y3(Z*yBtG^FGK#6?oBF`yA)rbqS18Qeb@e@S_c_To!KW&<(BEDpN z>=EpE^J(t^Uaux+9Dm{e&a}Px^!-7symT@Vc}(`>-rOmyC`aMnrAZmZL!)*wu~fs9 zO=I+4+zVr}1Vq^=Pmss$WrdTLP;XL^L2uCO)6*X)#i%+(+7VMdyz`jUB11K5tR#TpoCI8abt&`91W6pB6g} zPVXTLp+UO1B;gMEsuO8tQ$q%O&fI4N{s6s zi4#uYnHEyW^ad^x2?Q+S4!Z(s6b(wW%SQ zcoaHN1IeCDygYQ?F<%v2OX57Ci7c7V)iOOLTCZH1%qAGmo9yBcqs5|WLu-mQJ@_C? zHHwtDIQp$_U+?#41igXXaYwhpZ8X1`;*oX&fn#9;f9fciI7NmG&ZoT(wp{))s!YV1 zHgu-UOM{$Sw(2`BTFwP!w&dRh30_lU%JAyuN3jh~|HC9F+mipN#ZZl66BdqRW>EFB zrd|!U^}dW;U!nSkq5dHl`}!X#(h+1WCPgxYNUv=BdIdL-#RcPDQ>)1E?#mEr3M0MP zwxd?j;7x85CrXdg-yQxaY$aieYvBKG;1B?lHLEl6krU{_16zIXKWA@38&F`>^G$Ll zNKtbw{9)nNirL6bbLp-h7!&K8O4M@d86JbDt+vmoTgqfMb1P29i(`aFN8u_+tDz!D zs`RLF6`U1GZVEmS z{(|OlfSVBUb2#1%tQx1z3dP`nrP+iTl#3ps`^b;Ha_-k_$8sK|%I;?67S%1Fx(ymr zrW0aM7LLb(2BAX~Ps4r?3aC;92*JXJiAl_%ldqEjkL4ezTeF#e&x0u*8&K4WqV3{qLoy8k;g0o-EQUa3q7KZqv&@GA>dAfxAC^-!qSsy^<58Y&G z_E7YAFpM6kyQ8pkrdxt%Bq**s;C)<#rC2h3TeTd-NsG19&u52FL3%91TVXLo2W_Bu zN#~8%%p^;bE*p~Px$%|igj8Zx05r_3v+L*(D20M48R5$+FLs#q(=*N8oA9f%d?%m6 zFN%4Ss&TX0Tlk;tK5M(6UMPPJVKM=m%%K?qJPWln(eQJ4<$caq6`=n7gNME{xX1Z&Hhxq~`?w*G zU5u$gFFJ>nK;<;!1I=)b)FmClgv0z)STRkK$sLDlqfOK?o^9|5b5KR2Q6ZNE%C4NL z6n0vKLgiQKR>U(5rUrg0KBZtOp~h+vh0oXPXrm;_A3%hs&hbTx{fpFlPy9$j+VJj{ zOo@3wD9A8^Ir|+iN(P`B=>a_T5sdYeMC?Z8DC$pFGdCe`{r^#6;ow}6T(W*UZZcNTYF zw6ORBEiQ|@`$89oVnvHB4#lMucP(C|rMN?}qJBHbI%waziB&MX0sM28F~i)l~I1KCw#H1hA6#e1m9 z=d!+y0by(*#S4SbWsS~-%qP{nU-Xvbx;pJ3zUA-(*w{j5TJ>SR2ES6;_Z_+MP9nW& zUxfHATD5t(dqakn<*CoXJEL+V=Ko(zb613iajFMrx{MTc63BK4kRceiThA6%0uvQ z(#;&jkMhGJuwO-^NAzGdaEJy4zx3T&Ky%<@)z`^sxG+H|wX&?r+4-lK#3cU6lq`oK zQ@nbfR2o!Qr)faoFIoJZi;2p!6wC2;&(P??BNdw?5SZch>AiN5-Mt#jQw+IM6o|+b z7Vk>RRk;c*eU-0T{H?5b=?Y)9FnQWP;FskJdwzW?pW&FiJxNNmgnK~kGED7K@i)9L z#*zgsk0r>tc)=g~P@S$nqmav%VwKcazFdG{K^E*(#s0=wWY(~hTqHy7wu1b&V*WU9 z5y95V$lQGH!u95gZ}#nD)Mkz4QHr3R;!#3#({&>XW}=bgeBLJ~lvS4^-082Ffrr{u z%r+gzk8*bVs;Yat+BDL*xE{Qk)EKHXL~dM(sAUAWLE$_q3aod|#go)V_#q8^wkgc1 zH*Go<^*U?v_R5ZT{25=LPhwgi(29A865?6KU$Cx@r1p-QF<(k+1>`#xeCt|O{2rGv zhM6WPn>tEw2A;2})cH0YCrhZyWx$_|I!;wQV+hs#ML*Yj)iah(YXfWxvr;114EXI( zDS5>7-7awRWb-AcoVnjFW58tCUq|5AvuA4H&_2afDq2>`jCOGnVfF3s{>(r@e!LvX z5LCRKLcctXZf&1(|u%Vj>5FA(4zGc=xWB~+29SDC0cG9Q!7 zT@HZOUpVo66(%KPceL8q-ivBe0wEWToaVZaDl{lv_z5BULUe`KG4K}c#K$|#e!2<( z{lB4ur6l5?v`N=elyxzWp2#MD)n-<T|Kw)`M0*nB(w7UKlS^xTJ`O(6F51h}k#!(!!-2W?sc|5QT?)Et}~^ zvd26OF=U^KN1zvH@OqT!iSoCS@)*pc;Zx*Qw?jACbhxIGW-v})3<(s_)h1u#K_56> z46RJ8PPqtu*~V|Q3^2S&Z{=(_8Y5*RSN(L@2oAI>qm8+#Q03PS&ZEgcxOe-V@`|aO zg~4h?R((W10$?msDIF=B+d|Is9)c0CNAv%2hMUwCE!Ckc)e-GKEc&rubhZCJ{D)Nb zh78D9l*(8D;XlM1@1yv~LDAJgQ6L21jd#PQK*Ov+L#I(M>Z%-bBGJ08G5CVYsv$&TMIG}I2r}epz(|PBo&$bmHb1>}`?m-hFs85$o^2xpTtx z!05=0O3%Q;{_i1pBUjx2tGIIvj=>jQZ&u-}Wr)~{+GPOitJwt305 zvfHr^BtZF`Qv88)e4fFo{rF#i>d0|tMCyUD%Pl0qWOXPN%0=H|3lCpCxfIY*@=1w^CJ~DprFPYH6S$MBOH`h&@7B|0&;+A*gW32 z0Z1z%JkzwbH$E7)v(=vza1$O%uLn?+(aqLo^M`eU+VbWP}Yjbm*WccDQhlN#Wko0J(D+N zI7&eIKue2Y)1!$yhFfF6Ap1E!*mtZz|9y!A+>!qtBPnb0F|H6c+OzpNE9RHY_x0kW zn3=?sNl^o@DmaIZXk~96Xf0V{9+~C-h7E`aA;{+LeN}ZK6#8z#~sDbL- zJH!J{Pj=F(oChM+wdhf+2up@47PGkT%qf%{Kt!D?jQ87xd;>}ohtG!LGpkVw<~GIQ ztdzS;-~s%D;Tu$=oweAEEJ|S$r3-!8a4|(&nh(Hx77LPuYMI$v@J<1#4FzA9-~}zO zl=wxJV-R*V!xnR!0)3fZeB=U=SIR0kk>2cW6+FbC^&yWb6Gi>=)xNj7QV*S@7F9S7 zOZ{Ra4ImGlDgIHj3*HPnGBFg)XM=Qx?Oe^_L8|p5U-?*Ri7cv_60RZrS;r}52 z&&dCs^Z$nbk0?F1-K**;{%Fe@kux;ja1-4NIAy*P!OVZUNS6IbtUC3_T}Sb;9PLLv zwg;_b+j7kO>M*w5=ic#X$5D>Xaf$q?bS3%J`s#4kIJCpGh0$;$Y8PnVEO+0m?epM3 z(y~e!*#Is}bnT$9v!ny%f=gL7&Jc9Fdz#2bA(b|co$UtLgEM^nL3H&%%RuQ2U4uQ% zrxiHi_eC$mVq7LUi~pdU`cqaogXgtDxLq|7KOfr-V5o>H#$>4}pP{qEXvPYwC2dEXwibG#LT(yC86IgDkX{9=`?!%;8T*lLF40TV88+T zqH>1LuegeHH0sZc$D`yvjb28|$9jW$%yvT#sLPj%(1@fLsw!vPW*&PF#N!v~ln)6@ zFO+8k2M}*{TQ_E`-FF^{pJ&tEOc4J15swzuZLLY%!h1 z10P3i@1p@B(8(nFuN9>i07RcWVe{`y?fwWh^SIBGP1iL+xc)`?=Sx++VNS`ioiNGMXya}rpyRh#1kRW_3*88P zm=B`Hr8>J@)Qh`YL0ysMGYr5XVp1=x8Kzz=Wr9bZktOfn_}>Jg8%%r+c3p)4x-njU zB#|20ee#I;nUstpWl=K-x{>y2pJwjFhTA6?*(zmN0cQWrks(lsP|V8nn;PO z0XWIViQ9)uy?C2r;+{ndNNNUkrT;Db1pYVaf91YU`d6?2CYj)^kNp*VU$cL?aKA>% znnkz$j|6OW+lV}sU5;&nGLnC0?xEletd1^Qh|YAZ6%j?_ThK^?xk<3@JdvC&kgEu1#^o~%4KrO* z9#KRSRpb?7#L#;`mZKU*p;qnPI!z2RvaSAsUS?==_*1r;6u-V-*(H{OTGPl=B=g>W zDAglWFaI!-m?i2`B-R>04qj~2wOpFENf_f|BX+yy(rW^!Y;!-R=PB&2T|!N>wCJjQa3h`42gw?BK8gj%|+FT!FZ0xCNgN zic?9d5m{^Tc?cXLfX0tIOOWWa0eUG88BgnLH?iRgNTMz2PfXX%(r6!&x5ZFjQh7Lf zkvi56_+H2Q%KIb)WajkzVUGOL)QdLfe5!;sVIO{P`r|?kgC3m8Z6pv>jG*aO1T*6$ zBtT>+V?S^=rqDK^LhVw=VoiW|NpUmpE{U@GcXMt90Nnv+%XbCb(?iEUZ=h}i~55)BF~BA9;@XZdoQP$u#K*y z^e?2-mAI(ehMUl_^(Y5tmN)7+$KnZV1+hQ_S)c(dUF{%Bld4qOtW|{U5kIo`4NT+H zgs0D$uFv^j0FZz9zwo{e5RQ!dp4uwO2QlP>@?YMEz-)lriq!>5&e!>(FQL7$?>a13 zO&CsFk_ltLfPT-sv5M5AL(A-Z8hJ*8{Y98)@-cnRdkJu%m(9cNqTqYpKTIB{4K8Cu z3fRBnz3e@F_W6;~o32>o1fPS^q@H~JgB=`ikZEP%a@FL8jVKCl5lbK&%C5>T$xVc= zt`;#D56%ZEjTLQcW@NgT)WHKEFn?4qU11!DUFjG>x{U>!E|qULM;|7(i-Ap6{K2ti4pDUd^wbKNU&Gp}lHe@p$bUAVQb zw(cBQVu_N(0TWNJ;@Y+&frIe4L|k~xNOlqY{`Me_bBiXld#_yU2QFq9=WtdVcXNaC z``&&tP<0sj2hnRtO<0{~oUf>m%;e;P7wh~U)}WZ1EC#a+`HuiWOy~I?C}Wi_mSYBO z4)c<{?;8liD}xc<`R~fUZ*&2 zXq|M^ivXCbQ2|*9V|LbpzFo@`CDT&cL*5se_x(~;h>(29aU1OZf{_pn;ZRi?%#ey% z_oY%15nUKz#cR-biW@x_TKnoWsDF7pf^mLnp=gfVT8R_?F#+)Uol z)eIA3a=IUr8Vv8pfr9>)J|)h&f+$utMwHI1D#FBy=&Y8(q}HmmL>v#2 z2!regv@BT*vboG|wOY^f5&KdcWOnoBH_FWMjr;XM=1SjT*|WS-`_}uAuA-!rErqd6 zhNV~UEyqb*kGef+-Znd&-!oV$zjFOcjA#8NeEtz=Ew5a=8W5cPewkhlY%0mq^GR+6 zZmvIEz28>m9fmmI@4Ftps5D=~7y>Z+ya>g<@A84=`1_dxWi9JYXq30M5~frjB=7t7 z_d#7DRx`??Z*&PgGzRGAzYUALq`xk_JU|uH(HmdXZBGte;fSY6k+SRz(w;!~X~`e$|uLKodUC{!;ooW@@4{9&`V2` zVeQ;SGzj-LZw}4cxZ=lUe_gW_NdB}oF-8y_LD^eR2Ft#|-pLnH(%}&rx%Yb!b+WqJ zW&{b>@tkv8qdf`Dz}XpN|5Y-1$f=3$?It}K1|qG*j3>k7N?)FwLzCm3S2P(g7D*8k zy<8s_d84c3`nNTsFMY~}zq>xfwka+fobMNpAP-?P(bb;qefSd0O|B1j=N}$a6-KWn z;3d~Dw{teoNQ%XMb;Jw1jaSFXrPvQC7LDp}-=Z>80K4*r7Mp*^Uyrw5Hu?#~O&CHD z{Z<8-am0#r3Y#0&sN{#5<*u7OwztEL&puHPgH!c;f6&~HHa^%vvRg0LL_FAm=RY_C zF4vKQqP=|+Og1*;nky#UEK&Rmx0zbr){yFED)1lj1$M8w#TK^|S2*otcAmWJ*ZOlO zPqf56S{L*24t!-*c>d8Vc%IJ|Vy)N2hatFrEH{_TmL1GPjkAF@E$Ypi-mIf7}%x8Me{FSsY0y znaZaoS8?Z=9u<)(ihCTXBPiIIa;X;?yq!7t=<2ZR|WJtsfE^zDm!jh>~o}>m- zaVov$9US6N(pBSa-byP;O2Jy?H1SA;N5)4ag-}ssgQAqaj>fA;^mqBgxzkHB`0H|2 zj4bp-bTbl(v|fN5T)h^{5JSIk4RkjLNbs6Z16OUdGgvWr;$)*4JouB!TG^TT__=Ap z<7J>+-<0*z)Ql`pS!6-Zaqpm-Tn$-nGk@zN&)p#Q-1G>8_z$Tk2E!SFXgQL&u@ElI zY63d_9OWG40}h+7Wi~}+8oeE!W#C_s3&E%ANhRzjDQ*3u?F(SoO5m--L7}IYs_w0W z3B6v%8Bz+&Iu;IMpGK*W#Zy+s-5B#cTEWGX8~->ft2<0_%)N)ODN7BH3!(au2zAz0 zlv>6yF%9B%({s>}`#mrB9vXR8m@GC|;YpeqcB8E#ti*ewZDSU1z3y|=iLbJ_2pttc z`}&B1qm*cA5eod$V~wTFy4d(mdO*vl_0OrJOP||Hv^Q5E90l0n6+k1A+U*??^Myp5 zSYmT!u#0j?#UydBuc*>&mzhfLo!pH!HqF}T8w?FEC~TO*QG$UmQ3R5Li?;5$F1MQ3 z+krJMI@dFIjpxyH0`|_Sl30-Y%4OrYpj!b-8q~?4_DxYkYsmE#(KFN8s$SA}m3+W& zSZC^=zqmj39ubKsC`GW8RW-jVvj3!6P!b+OojH1-w77S0&RX?rT_Z2UG<_y5JOUZ| z`rgXRPQXR8{HnJiYJ0)DmdE=RyUyw;nM{e!iEQ zIc3pgGQwwM8HmWqhAky}WB4#VgZIE}Ks?r^E$859|8mRwwcibunrC%t4}}|NPL1Np z#1miRe@JkpA`=v5NX`vtP<{I>Dkkh;NbF)1P7kMP=;gB)__+Kj$~3wJnNq@MU%iI1 zpfA!$%y!|21d>zu6ng(QRVS<1rub7m$Zcmp=e-4sX>^v{=x86Gf?S1w#Dq?3DrYfY zB&GFBd%8S^^<|BO2h&YSQ_1eGjzif*WE?}L(WQ4U7y>F=BkRP$6DH0N!bF-+DK9N+ z1Oz8Mkq$KRSpDtFFc{qj3781IBTYjipMvgI2dnT`Rdl>*$X7f(lw1xgWQL^Rpd`Sy>Doka52i9e@F2*ryLbw~wl%@xMoKg{naHWAIr&3$H+waR ztoeWe^r?O_T>4JawNW>vdbQhyeHHwj`31kMp1*F!)6G3;bo5^W9Q2Z}8<<-N-|(9PtC0n_6IRkB^P)$L7<2T*e5y=vTN!LK>S+w?w2`SSNy>CkeBRC{uiL+l6$lO*@!{jn$!~o4S`G*e%e>(FJEvutInx)09kNy>{C*_`d4vcVf_9nW$v6gY zVu}o|*nTt%{?QSfIfXoro}dU=J#l`v+#(jR%2~*5wj9HYo~y!k5kGlA5kL=VZbCD} z9eRS98x)H)!Q_52iYbaKMmhB4SyL@S3eS%nHx|C8JEF>lPX5ci0>Q$RtU-csswxGB zu1o|TU_`WvEC4^1hKfK_s(PJxt{8U| zE~`e`I?v6jcJwE8#$(M@$i6ejrLHEhw<%Lpv;CkntJujYwikDS1?OY{wgMbkCkKUO zVq!EVFOMSnTFXlnKvABYN&!K5*tFWd@8BAI6c6S)R5Mp*Q9#R}F72GC;VMHLj`_W2VUC zGb1Tv@w$g!&$tBR^M`?qP`Gm$o(bgAKNF}!(KA6Un?X~x#Y{;XTh$tKb*ua@g_Y5N zz=X6SvRMAoi~R5i7Ht}BXY<?$APL9@W1>MH%(ny*}#DkcKlm2|U zAW3LWT#Bb|@ob5FsSdK@0M z;}g%m(o$sbYY2A4FFGk^ z?5h*Aa-0g<4tu;xaa6;iamp@aNk?CR<&dc%qm^`Sk7ksf>f^+$uGn6#*Hi|tz&nvQ z*$T22A>6L-l)2%+b$|aa{vW#du^pZixjx?7D_y)5;JUy67yl2vSDe#NG?amM<&q&k zL4nNT#p5-eK^I0cB% z$qe~RmyG^P7m%M#1*pTi6l9hLu4C6lsFlp5DcW+x^~1=JS?qh?)B2OMGvw9DkeTdw z{A&NH3r*7d3|yn3N%Gp|_i{mj;Bt_kS1sG~D=^Nhj})ztxnb2v zuCi+ZPx0gfR$z4;aJz|DX06BpJ2{jkrItMY)XZkw>MJrw%r(cElLv;45H(c5{eVNu zZOL55_hZR$ft997rI~&#N~^9~1Y6l&i6&+>nejNqTY7FA`?pS$FX+p_#9`Uw6eS~*c zWn4%;l5@k%6&2^?$e|q4m}A9c+vm|r!0;U;{S2_>P~u|Dm*kk5f%X$tQs3q<2&*O7 zaXRTv^6|%?bL@>;MHmSRH)MJtfhcx5*H!Hch?0BKu`pC9=u zX!C*#40WXIi>|p0Wi7l=hg#6$A7g^F@xcWYI@0__Pj9D7AD>DGUOJ~1WfBrK6g|D1 zDSZaPR9!{*+u#m8S4q$q_q5#U?ugoQ>g#{b!9_;^(m3iK)6c-!3J@X*)A-o|+cM1@ zoac#S^6y^LsD`9+q00n8W?Fz7Z`xBc_U}hyvhTCXKvRhslDKc!%fb7+7HN9GGNjCk zYXPJV(JS#fsQVBat4Y@b{2brwU|UX^gDpI9&l-AT(r`3lS%gzy5>_CN-}%yYdn*I+ zztuvDa>(eG=xIiuWGq;3Nj6s~x`5+8=#bSHvl}U>wMNSqh9n=YJjP`E<;m(M&*cSj zty4p2Cq@|bduk_^)M+mQD}gva3~g2b#i7A$*6ML!yJuXxIPv(@uVxYgQ;&}^!xvA;=UexxnWf32o)f^o@2r^O%R={1N8a_kT8tw5@v1{7 zwZMi@O|HEE?oj5ri^3(hf8S^KXG(0Fv0G17c-h<%L3KzU61V6}s<>?i2Q)>@jV%!bUbP=r>0M5LzfemiDpzD5AO>@ zS!scZHTic0;`c{6L7_L1O$@10@Io9ag6TSnq$swRro4aE5#b*ZfjFx`lrcG?MX3|T z18r)M1k>V}w|*^RcGGucoi-Rm67sz?<6Xt!HUqxoCrAVAZE4nHy4Hy!9P63W$v);6 z+4O$GBsCS1V&yf;`MuTIR+QOBnR!Y9MmNB)9X#F+5D(JrjET&Eo>}BB* zz~f#0SN{wgG$2fgdj#6zkheu^FzEG+IN8HkpT+I6C-)iQ+}jydz^=}qwS{r+C2P(w zP?8S%J@Lq;DEMvFZF#$voK-4c|ciAy5|Nl<;KLp$p z|0AH6_Y(EhUupmMa{j~iuh9QPK+!(||3`HI0;tY?%D;;Khxk{{XnaWT|D*urF!Nr1 z_fyu*42n7V995K9^!X!tK7PWLG0sCtB%MULWu0J(a9c8PtLk4PMQH*(R@|f z0QKIVyTU*7e=e+l)6B3G9=a2cW7u<6A(Bf}#NAH|&q4FQr_7z^kYbRJSE!`t?(dPS z!ZYdBkE81S_?tgWM=Q2Pcq;}lj~f^%^W^ez4c(ydHcq3DTNk#|!>^c)=6y$-l!lVC zEO6yEFBQgm$eM5k|uvnY|d5V&5`liJKG2(V%(|I*|Ors0EvN~P?W0*f$9>7Dy z+OlU*cv&>B#^w$3xnKX39qzDBnVg_{;0+uvcoW&k!S{(yt1;4ZM|1*;T5kMh)j3uP z)rkErZ+Fu>;ED{7Zf4TZ*><;8`kUK3U32?%OWmk^FQ+ffp#JHBs@HEG;VIQg}; zd;a@#5QJ_&JsBNVN*!dAY7=ggY(wP=bE4)U_VEk+b2oPlzm$|tnSJDYJ~48PC#RUq&S*MS_zr z-YDeESmnfwM-`hI@UVc1*;Y8Wnns~+XVwtEB)k|ZeVN=Fv1T?pL>_WPLQO+0sPg0I z0kvG>(=8ks8vhu=x%8&Dv3b}gfr6h!1&+8M)P+&`?NHI2;;&32r3g19YIAK$2Os;< z%AzVT$~&~q?k#Wh8dg4(jUsZPKtw5F(Fx^o^_%_ad-RTV9#z5HgaHy;fvx0@6A>O> z5I*fXn?fJmbJ&@WPLZ}J$U8cS2bs-wJ@|pi!f@j{ybzU}soMC>&QD`~Kl*12gTDHZ zDSkiC34}#|lZ*AIVpL({H*(6*h)$v~R`;0khomc9>_IroG@)u3yd4viD>W$Z7TUd- z7GI5;WiLJgr-$1F$O_|*gDyCsw@f+*w%W;ePgPh&g(bzudd|*1Jq^flTY;ZRCx;9L zcWl%{u~smJOz9&{SWJ{Pzw_IIrBigv)_?biY)s;`9s5C<4K-zraB{hpkxkA(zjy=v z(!*E#UX1;hybeuXReh-3QNKxjM{2S7?s_(0tWO@_nEFe65ao zTz_aW$%i#tUxMykcC_0qV+7wHU z8L?lgMxDlfV<7Dr==V3dCfbFH`E2@C9WkWJ)Og#Xz^{{SQ2kd}%_%gWf^dr z9?achJ3vSXh!LD}1;r2yF6ej6A2Q;;y$IU3A)0I+&zu+wK zjH5Q)*}g#~6T>&)`5Y#LI?iU;#{2>tNVver)SV-?dW)UNfF_Ji{*{`)ODKXmZje+N za)L?+XSY9$12iYV9LYB*U1l2p9OmtJ#ZTF9lXWCNbzAD|=~ch{r7&rG6v{zp zMaj2sJB>ydh`q$I28UhCkFwkXk@=W#8hV*xpHuRa_8f*8CgxWQ-5%FZGh33Xbp+IN9@@ux z>Ze+i&4-;p8fT9W{kJ-BF2%O|;nfKf53?eQzR6}q#PZlL2pL3=h}TW~MgBw_G6fwm z10PQi9GNJg<3eYN$f&aAv*@5nvQ=X-B@Y7ES0`9un8lkvZ;00yKi7`B}#pqMNc-q<_9rW-Crnye{J`6fJ1G-0}CvX zh^IPx#Uy*wPf2x@;=Qe~LPSxel72`Sml~18Q7D!?aNMZnk2A@flyC3)68l3mDv4?| z+&mW0CYH6wFIidmwgt!`6rs%h#ERFb_>XKhv2(CcN7MZ}sL-2L%Ao}8FC$s`HU-S# zwP-)}*6i-5SvFovvp>D;*x~!AQ$N9a3oXRfockon_WSdg^7SL$JW)44f}Y9wS=W$E zrVnoRc(E>Hr$kzO3u}~bRBVjRBNGIsACgeWH=V4z+Z8DNjZ}2matO>Xn>K&w%G_Heoo#Cwm zlkzmVMAYMyzM~{HkyuaU8N@Isu^h2DTa*-@VB9*R`O#8&H7M7AW;OC84H5cb~HSbaF@k{j#B7N=2GKG2Jd}q1DXdpd%i9f>n9LYpW`LOq#e-aBx42(d(mu)Pm zGKiSbha!A;VdL&3vB^6{MCQo#zsmN>DKF8n@vuLU&&TOkWEwqA7q-ay>W~ft^qVaM zQ!pKKnM?k%g-zX4Eo5V0=;?#elf0itbZ`Z&?W|k$1Ppu(Z;Wmm{hbD7luT?$RN+)^ zq1cAT&(>ok#s9B5zqvO#((P_vLnK-Jls>0+> zjxcm#vTRlGKqRVAr2dwwRk{DCZ%aIn!#c60%&mnKJE~Qs_eF|+V2O1dKjR|OZhTF8 zKh`Y%peXq*1OFXuXh`$do=C20St%0vHz~5AqkrA|J1Kr2v<-rs5J@R&4_~rc9k5!B zYY_P&9vscy8x%wmz(k+0OaV?P4b7Y;8AG?-?{f`60o#l!fRn_`e4X!m&54?P3N@*5 z)P~J*LdoRt@AL#Hnfbkv1?ub+GgDIoIz35AIA*)ojl1k*!P-gN5}{GYO#Zjm)S_!L zCIj0#9C|h0K>GU=R@_;Ne^uZv)anm$ll{Ng6iy`nwJA!Q>9Fvod%c|}5zUJ7*v9G)Y|NnFk+K3!V8*`K#kQM= z&EUW023F?m;v<_QlBcAC;`d5txjK{*&mac;N)jydO;dyF4qN4uJ32993eSm(;)|o! zbd~SIEyJ574vhB*ilxa?Rr=3VO&D<}*!sZcWM@=hd?m_s93xHYUQ5NL%!|w?;i*oKI ziZA=UdBU97c(rO=A)V4IJr~9T+E`Z~#`9-z)B%nA(ZNk5e|7N~kEY+_>!dcF2WO~T zV8eMYD<^)A#z}&*31?29yU(PBS+;p|->(8F@I*n31$R*R9-fHX3d3M$F3ZgnX~_zw zSyAE4*p4$ZpZrW9lV*IlF8;G^oW^FePirqihvTCGd#VrZy&yj~U^{nukTG&zDJh}k64K~;7lsWdO*Wfo;fd%;s~?SIo` z;L)s%k?eEyWUlSwxPLts#JHq<=Bda?G%;WsAi+l*Q_9!%lwe&vfls-dF1BA%8Vq!w zUKh^STjJk045o)o9t;1 z4L!|j9HlGeO&-3x%I6!K|9J+hu@glBV56o zvQFi>N2a#BM_uVM`&_7|oq`odWX0-b+_;z1 z4bUrX$Fs3SE97&rT56)}%}? zZoGrAy+Qo*Kd6TfFT@o*A?zCo)MF1($WK2!hZlZQJHrY&yB@m6Fne)IY)r>1?#Sc! zCf~RDdFJ5S1lL`wewTHR>VCw70j|3Up%O>h>!-aRr7I4zGBGZbZLkc~Hue=wAOw@|TTA zjs7}p3CD84=Sk}P`#)nv_-96l${$YU-ci$}&{xNklHathV57kZPVRW*39_9R(0pW`xp)eVOL5A0+4 zjW2&B1=Ej0zz!c3yGYiXFHVnZxpSKT(C4U$J>^KR@}bd2+hG5*LK+G86yn~I*|>VS z&$`5N_C7op9%;B1dy8Uy_Wl$1B=x7q-x6LNMe}qIt=gMgX&O>3ap4n71TExASYk~C z8R$vOjBQtJ@-&1<+_mYAi{(EwU4};16KzCmG6sF~S(}-DJukEOWA)Nd>EK zu4k=pqWeRI`P;ZJT$ZY~&k1`fyAZ(+`syH{@&x#=F4vPbEaUTQE1lC z&PT=oDw3v{$9FeVC!~clGp5;WVzsihW4BGe@a(R>Z2G*OzZA3#R-Z(973i1xVkpedB2@%COWN>~G~ z`^p*iu~&p-IQ#dDy+@BEU*^;pPctw05soo)(>ICjMvAD{;vrgE{UcS%3RW%J1x4oC zD1^rf&K-Bs#kRQMO)0_QMtH%YezS8&EM9hQFwEBKhX)R!hR$@QoKHlmeIhY5d9qxM zjTe}`%tfw8jZ_?LG2QxAh}crs^Vs}epgSk`reE>g^;VOb6E>@T5?N6ZL4;ZqbPMy< zs`GSnKDADHsxj9Gu{H0dU&H_Xy&`UE`Ub>+Hh^y?fA0toLX(DtocWeA>6A6AS(TYu zf-Hi%VOY*`Qy)}Tp((G?22FFy&HO&exs?e*+C0iNWIJ|wM?3XQg;Z;*)u-58(RSdB ziqbatCg-zB1dlbp7aJqP@5OS(R?NV#jmoH=`h59?>fkE@uC4%)K@qZ$1VQ`jgH{<@ zA4<8DQ_M2<2>Ks8kBa0TOVj87BvT9zsO-NkHaOHA_$?41lpt(_kt+VXpD4Da(xmDc z^8|f${_zzGoU=%~pR7&LopWFO(!K1{lk+{C{KG-cVx!@ygpMkM|qIKi;4TSZ;D&VrfXjq>G>^pKq0!w{xx(q?__(*(oe zZkf~LEb&(S70rg5U8AAR@)8it_Ec2PEbYuo*Yw7i!zQ$$hi_CKG3|;rq&+8j zRW~&h#r4ANTL${|6>VPOr=#$h_u4wr*YwA}f& z-shop{RYZbmc722VpJ_aSulOA@R?Q9dTI!3mc2T32|w;;ym8~!fjHu^!uA80-; z(d*eqjH%%l1xhK+T9oaaOCF8iMNy4ckapLEaYm&d_8Z?eaMMWqdALZkQ#^3z;WESB z12dBScH*ojJ1$w`&yVetscgJ}FpaE^Hr#ES3i6Xo>mzI#EvR#X*WS+nLgd_~3-Qg_ z+bszdizsmnZt2)=WHMwbZXqAure{8Ke8yOcp$T#5mM9C9+iI=ylqm^m#-8E~-Vr?8 zek*BLOIA7c717&0dAZk-yk11-oSsZGiNunJq}NB+hEdDpKJ4M z`dP|7)WAae+jc*^TjD?K-7ojP&XUY0?5$x6N59fqE0udpig9Bl3u7G>vj2@vyOYvQ zY#j*}^kB2h5e7ZK(X9UTdS{65DvVTd;~HOzd0K;Du#eBX%&+~E!dP`?SPyOj<)^7B zD)CDzls5jzGWorNdL%Ffe5#ks(Rf|x*Puv9-lpZ0@+CC3??w8T9!dSNMH*8-U@`9k zV#>O+FAHveh@nr0&mhxJ!cTIOeM@xP;clZ7wXfPu(EaUCe=#3Us0%Xj7v0>#9A)LN(?_mw2yXW~lXD_KHai+Q!$qUK6@ zB5?I@)fS3_9rovAc2E4gpBX+okhck}DKx$sd?aO;^2TDAX2t>Tah2)NUc^60=~ znfeAocl7?j*S76NhV8@twM_%0OG`ZBYG#2v|K*8``lClHBO<`}{{0xVOmAMOFuiy& zAFZWz*H&Fvc(g6`DCt`-vGuQ|$u4ufM_tAF`$w=m>ldZPpB*|RE=L|kQlAAre3xhS zf*6mUR2gdf;p)YK6+ZKCf~I5Ig0B#dHED~VWcg1l1}1kdLkgCPruWKO#V6v{@!j|6 z*EjeHfVK8lWg!z*;5W(NaWbObsjRyy-^p=O&eEr$$EjnxN^Ena@|kU&sw}BrqbjKn zKi%DihPGgHzhifG<2U|_5gF5fA^+g2BlyNus=t1G+~Q{R6@TedY5KGG9)2pnF~T+q zpTz3z?BsQxvp`vUstm!COBm)dbB~&YgPhp>Uw8apM15m$T>l$yqsF$KG-=Gnwr$%s z8#`%i+qP|+jcxmG`upE|-|Xz0b7p5}p7Y^zzS|Cd$w6WD0} zB|T2KCHd&;4#z}X+Ae)bhPNH9+xEf4(>5N4EFC(DLt}Q0U(Xlrt|sVTjWmdTkO?Do z?{9yr$!Gr9s!0ng?tLTo#~L|Cg})>jMXdzYFZwb3eF}5a!)iFeSw06!<-1hkgY^|e zheFydnrh+N0@^rlpes3{tU#xcH~-c=?o*=FxXr~8`yhlnBk zI@StoVpG{VlD5{Iu#md6238xp=QDCb520^qv2AvKg?lSjRxtOxvcePeVj_V|dD}O0 zuM*gOjW4;L(i_;Oky7lcXqI3xc?U-O(|_13ECd}P#%WC<`EDUaQu~8Ju^NWZ>hqupqnN&8a?dnSb5S&VuqV zeF&V#t@&T?3qLmwn;r^NUsb=`a8U}XWIsRBpe~yWbGG0v7a(u6WByI4sRg2H>$+OP zi~I$RH+&8(kHq;vagINYmz|+wKu%{tERdWc)Jsj|jCeiveL+q8S)w-q7lG9Im3SW* zrlyPd;=*@xz10S$$rzFKAakcp!-AL;q17ZSTC5lquFl%t;KH2}R>Lfxgg=?RL9BS; z+>k}7a?iur$cCCapc0|AGgVJH%EofsU#0bH49hxNtqM|hP?`o^0-PPpU(ZBkE!fQs_r&~EctPUb%l5!ZPA$WsTACd4eApo|kLEFp zd7RU;X->k0M6Pp^vw9}Om@b;a48g-@!=@IFu_2FYfcdkcW05eTeV*aY&e^%t zxR^M5YB*gTi2FZXuGQH*S-$MDabHf&EArsQ0ALy{rUL-em1g40GeJUsDcfXWx(HR; zJN%D#%{+1`xCuYEz_E?;6~0{wTT_@HFhcBT$uSIbi=aF{6C{*%_ytcaHnU{=}Ra<(RC zD39-U*JwOLFBNwlF6a;1J2l|sglazBD3G^ZD*^1z)mU8MQ)qShV(%zz<+RQSF~BQ1 zTqO@+!IXJ&wB5tV{MZ-KH)kFR2jvDHb-msUZNe`q-puKrQDo_*W)%Ke z%}6`UH23SPQRtIT`03{eC!B)c6Fs)Z_Pu>$gvLXF0K|F zJeV%1A_%}?M8z=J$fkXG{j=9vdY5FOB-iDFqUaq%a{OUB_?(n~f5h4vfrGx}t5*lB zbQ?r;_tq*Qd&HqvOr~+*+Kg-2a5<%+GVw37HwZ1iXz?ue%V`x%FFNI3+ zQ%|LFP^LlL(??qM8A1op(e-}V`!T<_*F3KJ-$yxa^aKIO`y6nGT6Q!2Bg}xZw`t%s zDu0nUayi9HWCwY1uezC8*6m*V)R@G@(qxYvB||Tbq14q z1eLa7W4rU%H-O-NU_ZE?z2Qg6n#igvcBb%#8z;eTPZir!M^7Lv6!FUfVI0|9nxrv7 z3N%T>`O|hSxGu(o0d|XveQlSb@G%{@JW3IBTKgulX$uHwbz*>KY!?)9kK;+`Ex>vK->)EHT-qrIz{q;Dfb!`cS+ znoC~Q>Exf~(r^6vavNs^;|Y%pzh#R{D2$l~jn;r3><2=4bngL>ndMH}KOn>LFQ)ps zA@1Fy_G_Z9&Um~#%>!srZ(a z<6DAK`rqKxMA*N_Z%2{^_X&jt4TSKQ9*Nc~b6M{oDj0Bz?mBpNZWy;j^xUA>S=Z{k z1(Z1iHR_YCaFmsE%!EBbs#yv?po0GD;oxpNGHWNWGq6gvo?lu2o2PT2(#HY)WN)dWT-qY>O+ zni%4y!#7?q#vt((oax86#8{bY0;usdQFJoz9}D&lZ2KNJ`lx!-5JWa_fw%}oWz)Qy zFfeqWs@;ahz%PZX@5O#~496bfM;cc;Wkf1OjwN5Zd$Cc$#VxpfZlEG3a5_QS66vA! z!3c5G@phxRZI+pTi7sQVwb4neM)&fd^Bzin!!qy)Cuhz*ikT7RtRu@N1N|hCSr8pU z%jcoHRg#z2rK91}0$EBwKQ#8C$hbp@!Ucl|s&i5vpx*Fx*e#zqUD439(YN*Fv>SDtpXd=3LNi` z>qNF)6_Mk3+V7c{+TwVC8ONl-s1 z;Gz&LJwmEWM~ilsI%2i0W96KYIjIAIjZz7F#UXcJ@sX;TYkRV$8|}nrlqTb~n+uiF zZj*?9w(?7}lEM)Kr2~VtjhiZvEL5kb_j&2LBxa`D2CIqV{rwskO$! z6?&?7BqA}s(uABtajKV#;>8>GYHD;_oj(-X-tAwQDqFUpRs$|Af1NA-{F38nEidEd z#odP{=w1tBV@RSxwrTF<6~YCTVh<)mC|?ji8;Q(RntY?hrSNM+7C<3k6yBJTJq6miBeDI!ASSJCygwm8T2Di_adY> zXZ`soA5P$%i3-BXKP8$0BYi4M=QGW9zx+7q2uSVrlKDURV1cO&Ua-V}hjNs6pi8vv z$TPo(3l5e8_t*(WJ^z#-SPWTsmKyms7UF>YZH3}kgK?IG_Y$br9$v zjS_D&m77@rRdj4(*mpM=3nCAL4=$w!X#;;^$Eay8cm<7yGJ;^GO-ATb=E2ru_}K5_ zt5s@Ed&n;nW2>uD?4i>IaThfWCUwt5HwK*C$^Fm2=8PhW7)06j^9 zL?4X6qJ|H0%_hgo{_A_1^m;D@*(6TzKc%j=8j_jI>j4E~OkchB5cB{sZ~QtLJ_o&l z%iYlI*{Zv5z6rm(u*l+QKU3B7{$_};$D^XG=h2lOs?dg4m zePs5HRUH&%&LR6>(znjn)bO>u#5etF7U247mhk*-HhRo*)-ewVpU8?QF5eN_?>0Vy z=D5@NI_s-G{J-f02Kehk z^Sk{1U$YET7re^H%8=JZic5vd0x?eC@fY6)Tm73sNv(jcE1v`uV9mLZ)*v<;1qm;% zpw;jW`2^ss70$6|fO^f0V4M{H01=+UiTEF12ko>u%l*gKlm0(n7ibFY4%(-c?0vdn zyQT+4?OfXt=5l|lkcldWb_DKFfMZFMm)Qh&ISF8`3ToCC+@(q9@VsBgi{yYN9tHxD zM-q;rxWk_&$S+7Gy#6BWqFBa3ne=xdIU+E${wGv(Z=~C!a1iras2ZVtVu$hjDJZs>PgaSiSpOq#j>T(OCd7SxuH>H6=uzeWByLFXD^1FJ=9u z`x$DFa3(iwH4i}TWSV1BjXI50hZ+l4Ese zHRVK`1z!o8Wi=()pG~!C>0h(4L;xv zdJ+55Em=oZ+tuY{JF`_CHdp}FSy}874`ZcHjo7x?3`IN&5f*yQwb@Y5LMN{Ztsy6F z3=ixy^`QsW;l7?GuygHk^nQPV@^-{1YU%ew&0XBj_vZo62Hg|wccWHrD@<1cH!j_g zw);Se2P{3|Hhrb=3%p^alZI@%y9-AhJR9@`SO?f<>z_1#f+?PRaBK>HAnepf7zWUz zcB&1dWV!Y#q(fhtPXSyo7s@UStx^#Zlro00bR?@CfY&Y$@Y9geQj@@*8D0Ua)5n#GFJ(b$vFP4o z`0yWtKv)47{iJsO&ICzCCz+-g9w_L07?8o44Q zD`r4=@1WZCx99HLS#FWNTauKfYMMNl6%uo7noxPwA}h#?!NXyV>U6&Gh_jureUFHs zLYs>JlHDH`5fk`Ssi$E*l3Ec5`zHD6bk5hR$btxq@nSx*#WDIJz;AK86{fH&fsB+_Oguef+*;PO5U?iHbk(xzkGfTj z7jsjj>+&x%M}x%mG%Wg)M~fb`GbD0*rNI72wap6F)?wTY zF7uYxl&9vu;_?$W!@2a`kGl&dg$5Prw*z2$k==B*Ug#ik0sNv z9_lSOa29gi@b@ZRq)_F9`mp~OouvqVtem)pxrl!JGu4$?a!qnnVTW|qx zxnAu~^O;rGCnrw=R#V1#6R~oovD~G6Ti8KQ8WXmW=9C|&%Q8&ohwaVi66MkUNA7Kq zG#>$cryl-6{hbTNL&C+;uF=Aa^^}Hmy##~gzvS#K>*$6dQp8ZcQW^1zrDaXc`Us^( zJNo%HZbSL7i3ra%%5rpxQ+0N}#PSH``R%VqvXD6AmgiS)rp6gRBL&VGI7tUuq5`N=p6X?*A3bJQXs&}U?zdjGhZ07 z0<6Km=%K0b#o-D|+8*(kdv+~(TOcFIzU&r05Ssaz6C(3MGJ-?7(4u>0cN{nu{ONp5 zSz_p2lz43Fm-&wx8QMzr*VFQHJ*M0Nc=L3(zo*<&gO+FYp7a-HJWn(^>z?k87#QA} zXza&>*N*UMhr8XUphVTkp*8TaW^5$-C~Xt8egtjBygF&C98Xf!S%`y7c11gZxE)=6 zRN_ubCXDM4xR#|Ri#QErbyz!dlzBK&+H@x7tZu=%_J1&q3V27W5@SYuV6SlOTm2{2 z$NPomN3pqi+DuC~i% zd2+pg{Ed;Ku&3o5`jzh|6`~70s-V}@UWQ`+(e%rxVE@E7Zu2@rg>My*#F+nhx-K9$ z9|Pp(jiDWIt4O%Ow}9My*c(nwIj$2%>^J`pSJA|aEk%L^XQP(BX8Qp5u;Gd<9jB&4|%( zKBw{otH4~mmkPXF50UaZTODJe)_Ab=_kvrTlNgd6pVM2_m*O(!g@ck&hg)m#j$tW`T|9{OXgILytyZnrwLS_)X<*Z8Ae^_IZ69|H*7 zI;ZuI^V1FRPfLGl5jbw=pAO8>oQh4aL3ld%6S!>%QJ@8K#;LASZfV_pS#ICUjFFD1 zfvgkGX&$~XnL#3xRJ>+a=vX*$!o}54x7RGSd9Ey z4eyW%UFdzC)&!EcQpIZF;Z7ZEr0<1UU8l*E({`V63_AB>3nQ&_62EnmmeEu!k-ny${hlx~fU`r+636HEcE~YF2Lp|6tQ_d-FhQDb@MSfOKMCNMwJ6h%t#AA_U9fQ4_l9O#AV zcTKrWHya#9sc{x58R)fgs7yC5SW~Nx!?+HcSUS0m78QC;H{WR=W;_yjx!G10-3>|= zHyYH2o1A`QOiC@{>ufc4{-PXXPDuH8Y;@#Yi2W*MLzM1vSYJ=49m&KuETMqFt84hfOp^c6~dh0 z zcY(AT`lhi8aQ<9ugt-l<`dIZxEb0Mi(c%^N8=^0G2f=a->TQbF=_RMLB9=>D&UrJh zEb^REFQps0S;FVQ}95YrGB;saLNG~t5ad{ z$LP7u+FCmlii|R*7@wK$XNOl>UZZUp0xQ6Q(>jfo#V};OyO7ch#UZngDMk+|Kk1EZ zXyUD3gnQ8JZ_c2rcT z?cn~8#WzGAQ6wtfJJ2V~fS-2h{%Db$*vjp@v9xuGu_>qk1m3?=mnb-2De~OVIw!wl zCdFAlw@4oEw`DjZ4^ewo0B6DMIAzDp`2^F`OvN`HB1QMOlzfmrqfc0+)`}y-*Ixo9 zx7%qh_FVGN!n`8}1{5e=w@_C!f@I{*pZ?gzGRYdt_`YV_Pp@aO0F~v>gUvqBQZvUf zs8x2V$ryDV5}|_B#*{8Ca05QOPe$OdOpGQ8iD<_|bnvG3Hc>BJZ z+iQ(Of+#m2Nps@7--lBn%p_QyN*Rk}yJo){(F(BJGxw;{yywkiVN@YAKmH&{g->ic zjBWV1woUF>cC6PSsVaHBNtTT&*Vf?iKFEIGgR3H5!~=8s;Gg>0Pc1PuJ@#sNC6xPRZ!F~JGC73g;pN}B)?%{e&(sEPK;f|3 zVaHuI2bTT$Rtd0RCe3f9>xsPi(HO<>>gE650!lB15TVEx3Q^foxgr$AJsrsL|2i-C zzcfXbvlhJ&2{I4iHbd?w@R+_dIsXKrMnXoGv4eWL*7D>{i{hkZj1)V|wcvkrouRD& zH(fsGYs8To!NzO8RC(&M?R4T1!m{=>5`VbEaBb?Hkth}lf1f}tisqCxe?&>8`^!G8sMcw4`nlNE-2gck`m~xLMSX$K6;3QNzram zq{TN2NUS?E+csL_f*RT2M_%I93!!oVoBiQf@XKZw&b2`_{<7Ic{3nV2ug%{12C&&d z5@XT+XR{l7|G5&t9jAj428i<8f1*63&d8Dg(l~{*?$glB^0C8wY^*|DxQcZ{ex=erosomNXBEUf}eo+ zoV_Ad1H0v=0_bwrZtpadUHvXbAs)_tK6Mj5u3v4}tfZvFv zgQ~2rPzRMm1dC~2`@GB~lHa%eo&HSiY>MnS=%cOd^6j{CxRKsyt=APl$~~ng3q9P} zPmpftEs~}B3da$LD&4@$yo|M~q7WBX4A1c` zh6z&tHQj=lo(FU@rkbh!)g%{>5r4s*^&yO15N9>ds3kE5NHmp>uyb|<(SO_@)8o(l zg(S{!;sT>t+n)fRREo>zPm=>iB?q6EHt6!vzc4P5U@s~NP<5T_)Sz74gn zF~_XhiAmJ1nqDLyUa&XHS@!hTbTDHJ((mBgg#F}_m3!M}dKm&?sM@UgrZ7dAU>gv= zS!)^;_a;iJPRm2vqNo|oQ3e)Tin2z_>7T(Xj2SFCyFIQrGLGI$8dRET7{eZQ)YiF2 zoG-Mh$(vTtG1EH2Qfb8vJexLal`OPds$ImJ`U92nS;v@!(WFxLQ>6_Kvy^_BxbrF$D!t!&7ah$9rsiY}| zUuhP{T02quDmM!*INM}d02b{HKTis)h&E03{v4RPQEce$*ss-DOO#*lzG%PP0+fX3 ztKQZh05nA70B*<~34wqMyaDaq9TPvCDj1y48?9LVob=oSna_)b`{6o#!rxWz_1+eiN#rV*c{eU0r=` zyzB*as*$Iq`A&~J{PsTDg4t#!%J?eL71=^sx~~4S-==}q@<}4n>)v^?g@keNH{P&5 zZwb6mg$+5sZn&=uM0sVB5qk0nb3Cw9Pi6xBC zgn!K!eIMMp+_;W|OAw!*|FGLBu%@tpm1WQ?BjJVr2r5UxtH!zNbOLDC?d&mR4O>c|V`zh2A$N!U~Z zSzV0Fvyb#R(N}a%l8Z{HapPt5$p&yxjnLPH@5h(g4#NjZ>Bx$VaVj3I*Ud*A+^#?B zG?0qjo6P~C7aEupID6X-VmN$(tpjRHecuA~miZ!X9+q1DrrVP2mAX2Y@ahEV-o4ee zhP%93$-#AOVW*pbN39z9=i6<#+h;#AS*4t;YMKQxlI|*y456a;tlALq$CF!&wU@dU zNJ%w|MRrryf;Krq;BNDjmzx&XiPwcgrqUc@(SUfF7KzvRh`X*<=uidA81kt*YE+hv zU&%AX{pf0W?nxXbIOjg_wU+|-qCKb}&ufhOWHGJ3S!LupoD7(@p86Gg)qWW7^DD9o zpanznjZ)6ROb{RE*Ix>DDZQLV;`FD1xO#=Zwcu?lV>6Yfs+Q;|&uf?WoW<%L>r}?v zvNV-S>Gt*7KU8kEQYP{Z`Qn136hK#E+;x88S?gyJ= z+a5W^puePf^p`Xz64we2tcZ?~IGPS3-J@<(q#8m*w^^C=tUDF|j+h|X;eJZJcr%7am{ z5s;soL&r2%v$Vjh=BJXlc&Eg+>9Hn=JP0>fCuhq|#9r*g?+qu3oo$p3+=o1Gu7H4x ziWrggl5rhCrN*nMC`WJKVge2v#wFc`SvbaN6Kk#WC^ZSq{k^!H?{7qi_WReUZL9s! zXgWR%5j*G$dVN54O9-*lj(~kkR7tYGKyAL332TmatK^KZY^l};j;x3fdNsy6R!9Vk zQLX`=MWv56X%KEfVr0NyZ|2O;D9ZF!Gjsn{L4(~JbQV3&mE=2&#MMr$U13hn?j~;3 zT-s$w81Ngy4*tEk*WVfJ|Arm249EU?o0hXlWOuR`!oJ%#KH!f7@H=?@FhsaQ)E#vy zFe9sdaEcKbjvToi=QyAX2mJEYg_FPkHnAr)JdFXq^9g)00M~(OyG3CkWeDoQ-mJa+ zvniav)pnL^+Uspu&4hO^OvWS=2=ZMrXym8GM79om-7G4<3PeWYV#fVLneWAh#O30n z);=({~s zbkk?Wk&Bkd(&KYrXww2eN$GbR_$f<0Y{uKIg%uzq7h#iZSOnL8Yr0|%cknVWs@=pu zUtKzxy%~1(yzs&IOzPFr;bOV0cPNgPKuLq1n+ciV3KI0} zh9$z!7RM+IyS&imhaVpCG}FrP;{40@cYyxHI~v(exv8GJu~JV)H7!BPE_^9;iq8S- zxw>s0V|4r#rc7UG#M55OFN%^QtnGS3IkvKS=;!mmU$4Ra$u&*6&}+FTP+%9&q|@1i zsAbgEagGcib=9;$g=_5DsV)=w_wP>Ehm;BqVx)ydYhZ%6+nsYa zAFZ*21G8g<_J}5}XR8*+=85I#%Ss1&cWs$0v<%GXQht}*jA}CF&<*Y)@6H@|ijH(C zHpOMv5`7ziD9r8h4oiBk`pYApq+FfcY;3{hJOPip7gsp%yLf7h7lbA zV<#1B^2f+RU5;*|i54!fPRf=WiM=?9r6i##Lpo$ULHGFk?O21#wp#4E#<*A{j(E-0 zy<7~KMl39JjZ&ST$m`scJ;>CrgS!89ij-v9aHW!)Z87e6S@T6D|1#(T&y+C!nCyq3L6(@a7 zC00;12(aStd`=YzUVt-rF|UH}p#Hp`{)h8GmBSStej7Ml?$$QZ9Pt0k*(U9K@TZB0 z!7w)7QrW&SKE@Z2<8bL80d;+zS6d@jp81N}5nzmv>khx++xdXsY5KW`*Ns9`j|sk< z54HnM(>}65#5=yzuNHSQhst&+;pA*SBBA&8d4#KJPZd0azY!=lHDT$XHM{kz{{0xI z_fufow)4H>s;igZq;gn(xrLe03T(Nd7ep?oqcBoFB~25~zW~;})QTVyl2o@E{ox-6 zv9FQBw)#^N+KTpXDjuatr=W+<9I^XFd6KDu&$McI?kPu|{nkG9N90XI%xf;G-I5-K z-N@EZ5GcqUg~Ai=A}SR-rGeD|@0_9-^ObWhF`D3Xv4-enMR8lq9@$=a$fH-QVP1Tu zI1s8_p|JwDj5B{P)ar}obHrLIkcf!WnKlr*1tX6qa#x#ZBm7n@vVniR&4wqsj*(v% z1u{Zk$14i7wl>Ij&Rqw3FzX7C_$g;;NyvFYO_sQKrPd{S9_qat?AP6mb6xf5b^(3$ zANiL8?AT^elJJ2{AP(V~k-m?&k+j$)W0nw#(!B4NVJZ6pS-V_{?>0NYd-zD$9BLt; z4CN^$pHgakCZ5J1hX;>qF7%oyVq4Tj`Hz{2+VFi`LhO{>{F{zH9>U2s0+UtBA)HJf z{^;Siz8J{ke>>jofTZ}FngxAGf9yJ>$M!+B?DphEVPmpN!n^98FEbfiP22hNDd_Pm z|1;NQ<+S>>EF9xckQq_UO3)=yP(GyHgiJ_4{w1Rqw%Hb=EdB8^K~r2Ov!&<>uMVlz zF|lq%`>~)9x?)5ED`C>sU369S?mFy)x{*k~-pRZ;4xWfW$X12{hn*KE7h$EZgC{Nv z86GwX>kiT^2U>_L4fMQ`O5cJ`iEC|-kqI792a2Zp_xQ>z%bFh>bvI^mn>v!a#?P2> zJmf0W;~wD0>FuD(QtaftAj=z{ID>bK-?%_PK#C|H{WihCdhm>BH{5Fq$_9yoU z_aXF;v3Qtl0d;(%?5ePt%a~7@;?#xWPb(y*XrlM`GUl01j0Qujh*dfBM_Jl_iLp)C zU5@hdEEQzw$=~*HmreAiplWU4EHhU~9LpCGAshbQ<<>19ofh?t_CJ0hbvgYE{`pRW zW|5cRyIa!WgrDG38QpZTuq3N;i0gEk)ANQvepurvj?Q?E^2u>rg2)D1kiLbeF) zGvFmEw0u(Sdl@UPdP#h*UD{gfZE2k&Ub-~UZlSJS23?@_w8<2c>pzqNC}td8FF<>F%7qk*6yKnIgl?Qf!KG zE$VU&^*|up{%4itb9Im?p1T`0M+I^GOQCn1eD@y$oA{DfP>E>N@=H&fh28j9RH;P) zKVWGa`Gbbl^(jzQ)(fa#TD00Mv)<8voW!-ej~^oM<2~K+_?tLQW`~GqJ&@DgbEvSt zb+nXS%U$DU;VNY`eSdX#FC{W!vEi0Pz#mxlp>wNa5}9>w{;2dswBlZT7sdk%7Gvke zgOh4kyE&lIKy0_Hx`S+Pf9f>92P{nOhjvM9u8aKimLj9z1}XZ{b&NkXq><9}LZ&m# z^~9fEj>BKPL08`3DVt@5JhF)KxeoS+DpJm#hg&;3T@o2vAzy84)Ur{uPFtvW9@Egs zuAR1PlYV>f}ZTv=R1?bb}zNIkqe+Ebv#Y+j*nbZHZYn7RNvf^jA(=&%bI{ zv%4tiBX1|3tZ&JnJQ>gz)1os2DB~{U1#iUa$eiiI{WEM`KleB}y#5BZD3XcoZmc|! zze~NVXbMRp8Nvc*~tZk%5UeETt?xt``ACWc%Q$I zvQ}UCh2?$I)oc)Qrnk?1^&Rx1G^Rj%x_CHFV6*@e@8+x&wmT(Kym-6>UL7_=&Xa;a zmuzJ!?G&nmjf6j;t_-xJz6>T@3tBD&Z|J^>WuM-$1)9C{#lPFO1;Tv&SkvG@ zE_A*ySNXY{! z5hIpN7w9T63q}y_8)hOcQA6fwjjik?RyP)Y1X))L%l5b=aF-J&XUezU$0Yb&F3jqA zjZk*DxMC9*>$+PwokA3Lf}&8@q0@E6uidn99-#^a8QUGQ-C#$2{J8$P)xg@4v`fVg zrZcuCCebC`-TJQG{fmY`{jy7@U@Oa7YnwtB=T&3zC#Mk{a(9XxP!Z$JX^z}+s3Q|t zSqSO8d+Gd*kNC&p^4!T=|IPp*i9-p0g1CI3?#1!QJL~)InlSB_mN3-8{$}o(xxTXC z$W-Xr$8|%5lT)N*k2fA&CyVuRitJRhX5qp_7=1`ZzNwDGtLA=cxyE&ZXJ-Xlh03nP zoy*C+Y%Wv#HJJ+JPDZnzrODH-mUU-mf1r>U{Qlm zQ^w?~wL?Wik)1LSOA(2%Cnajw-Egl-pE`-8u8V^G{64;p|HR3do)Rn|A;ec;XqXP| z8Ua}2f@zMb8WNBydUjIBFI|e3*oSBJ`gmfuX${3*j?Mi*u@t+mmGl$6Z_D&r`u=Ld z^=he`1$$QKE01QR4if(XRDl!(3d2jeHL(=f70&xi1$ti><+WHd#s09;&5a#`LPt4} z3XSq^9UW8U$BhGV+>stAmSAC|2~;fk(*TNhe+6S|(3NGdt|p3IB$<7vA6iZidWK_W z6cy$2O{%b1$y6eq30Zz$okGRexiO(usD89bt~2t+D&B^8!z!xADhdJoqgWlGx$X!_%AUf@Pl2`x-yC_@B{OSO8}@ zSXy>7gfIwc5LXpFnN;NJ?C2NDueL^bD+z0`SsB!y=VXW_3A=q;1ZQet7ikWg$f$>2 z`?lN&UN3sz2eCjV63_@9h#!^RRH?&$RDrGtT7FKQ(9j_I(gpDvtF`7%R^sw}sM4^$ zCZJdfgaiyK=?V*aIkoZUn0t0>4@R1O!)k48l8isn59R@}7yHpp5Fz9|-LI9;)xS0J zZ=iI-5Z)}fiuMLGGg6uSM7OEAav1heK{6GLibP!Q4>x zuo3AQ_2$zE{4p5=31r3q6T=qjgZHk1hdo+YS}9B1NSN%B4)}5sSZO1xq|90Fdic>q zB8z2ob19Lk#5KPyv6Z(ZrL+f}V-c%`%}1Fdg+wG+NTINO8+o{vMfm#^hC4G z0))7{&E~;)Td=YAiQE>f@wQZ>1_FXkv!GKrWTLIOJ->a%&h)}h&T`XJcyes|^lH~e zz9okgI~kV*+Y->fQP*XKhE-20*FuOW>MkeQVXYU9^TKXJAi#1=D4eLC&Nsqt4+liQ zny{3x{$%)!gcx%SI7f4ufC;hO2(iWJ*zL4#5Agcn4hz*6(QmFj4KWg52(}T7 zLgn!gKg$cjhwnNkTpG>c_Ws*tt;3gePEIJ5RI}BWw!)?NJ{%7Io_w{R0|7|)? z#zlW8LMeB7*XtpW3NtxZ^k9O^MWKPTU6zuO`|I1{yW=>fwR_a~ialaF^j$KtCYMsm z%5hB**{V9_()RvT)%gpB_AXykA2_35i+Jb;@w8*?r8M&v!YhH!iaAq7O??Eli74LUL$}b8Ew2h4tLs-piiEL;I**H}OqVqI z1z29~_3Rr4LtC_h;d|fFxMCOz$i#88dIngycgOF?;g64Nn1q>d=qd_N8deD!lvh6M zOJbgCjrW?i&Zfoiv_I>7Fk+RCGD{Q98XH9dip3)dWDygKN{vE8xN1@kS_egp>mXYG zV2Mo(!V|j(9h;rJUt2aDnjWMj(ijbL6fYK)n%M+cdz`4xZUxocI_G)porjrwmmZkZ z?U!h1PpFselfL2Nuxa!JL0nAqaI;%3WN}O>CMfULDM?UH44Tv>Dy~XRInUK?+*vNE zqIS9VYK~u>EEkLuVd9l;E(BAmS8SCjDTEnQmoQnJh__v=RC+X?W}dV64X=JDg?IbQ zpQ@qtL*4n&{in?NYy<0l!NrZ2^TxTF%kHYg9AE>xxntlc)ko!G$`00(&uft()c|pD z+tyTsChvPTJ(&%}SV+QpNc;Y*owkv1#Wo@)ly>f)ZFIQdw2w(+LlmNPS#J?Ki+X=y zp(oe{Vtu9~=nO0&KayeCg-c*AOi_zhs`-xy;~5GBI0@->F`RT@(*EcJg7>Q~WBZSs zlDe29c&vMo8Qp#ZwAzd%+FrBm<-b;)-k)9MJr=fxhM4w5I6xWK!(9qcjYnp8(>mMT zr6-5#Kg3%KAmIBVcoWF9xpk6X2lrbs0UViNcSA zKn$IXfwKv@rts7owf(usrsQZB!IhcD9q=iv{fS%Mh8+vO%8X@~l;^ zoJ*%<{@NHODt+c172hC9OA%{i%Lo=&x67Jk!1M_}qv#WBi?1zG``E~cP2oeDdA2|@ zeOS6I!#zZ~7qj5r8-q%&yJ;G~SNQ89nj);=FGCtE(fOw8{cY!i+Cd4fBR-CPKl!{L z-D|nf^YNDX{&vQO(0i=rAX+AeLC8Kjkl+{&U5|sCOZwe&ybZKyWgwf0|KYAZ$6Jh~ zPiDSrgZ`N5jYk>l{i$y(Ih6xQV-}LX6~T_b{vu%bOe1x%D= zsO;7XPkfmMtBOR&EICG`DVsc>?}y^wMm2dry#wP*$SYg4ujO=~E7ohN)|5Ezp28l9 zMi*nz5q1ZcIB67O?c|c*VVlw}(H;XLYBftg&{lA;qc!jXdWxAB&l8u*aFau{Z8RXJ z$yuD11j3;;)@479vsfSax_|7Azpm##qyTNzH*em#H}r*0&sacljrrV0YpCdlLQFe5 zu)iJ1KL_ar873K?(@WSqEo!K()?xeUt_vi2;q!MXkvRW^Tw5SYm|%kF#@Vd|(W5g* z-M)*uaKU|wu*;*FkG%C5`1>agBM7;ENPzqtL0U{vUDU9w$ZqiNvHzUMKx*q;fAiDWSpguDGFsI$r8!XgR`_vk;%JA4r;3W-}E}U&| z*Y9#Br^=J}@)y8Alldp>K3sW@W9O%ov(xeY&{1Nq&m{EpD5V~E^F#Lig%A2Wg{Od* z=0r}Xn%wxi)|kkTPm2!Jbe$AD$KK*kGjPFvrWTQIH_rko?^0*3+cOp~A){%WR|OQ3 zEqtJILQ_qxt0q00Em@$p^?Gr#Lh97-TmX-Svq*FQwu$E99hSedmgX>!uWZaS~~!(1vA-m$HvA>8Hn z&me5%>E$YDw9x49q9>Q+r|AQtr75l}0?%(wO}1xpe~bZW(tF(qOBl20qon{ z=wHS#{?+5pn~{2?0l}2Zw^T}o-KwP$?hys42k5cpj6*vKiGBT79s7yR266@G6dmcY z?c67cwtT?%i6puRt(a+S4|y%d?dmIM`< zdzK6qnY)*e6|(yjvV5-ikY&5Xznh3>%}!h13GD`pZ$+$eG)IO_t#UoU97UGAy%gA2 zX}Wj$B%pdzF?R6;z%RVWSI7W=M-Exa-Q_CkIwYA zo8~2fAEiFY)?UmSSrdyYb(*cT{FpQ-{!Kz1zyU1zf#rmRITrJ z>$BIPJ+(u7HJ#$4*D1alP930)rWF;hZyWs`k7o@KdG>?ZEyeo5?6jusZPa}{uD9^V zzohL053q+hDt3tnHb-1Ql) zU3)w>3G9T_>{6?b(fDzXr12Bwp&DPU#@T9Qs_muPy6PXIi}k5z4mD7HO)Ea+>qhz7 z++^Y2DW?Gd5Jz8l?3FHEcf**tE}S=<5siB2;d#I2*OGeEf;Vn9OX@~Q>DP>wk!80+ zg0Y^(?`nBoufIpl_goA#%xZtbAvC|?v3w8J@~KIYtGbt}d#EBf%2I_;RCVbdj*id% z5<_TyiDPpwRrgYjkE;WOMIesit()@W#sVP>iH2@_>9(hCd0es}eCg(wZhq;)I092b z*v;^LnTJUy7Mk1gLEV(f5xvR9WD^$@^IaXD;9+|{baDBchX$#+Y{Z9m&q`Rn9jCD} zG^1wRWdxtes@L_8Z`iGz$v^Be5Ei%m3iUFZz);|mXTL%j0Xu&StmI5($P^jDUlx^_ zY<5Vq=>O}kwjkoU@HVB^Q0MfMK849V(WP_t>tiskZ|W{vO&0m<DkE*mvppNylygjm%wePhPU zI4JvvMF;#p(py+tykSp}>=gOpGWhW!S{xdju;6(Dy9!Uz`pmgYX z=rqmxQxG58rq{H8+S||O;Bg4|s8&)q6^{38wx2!_Dh^#F@5k_fOI4|bh}y5LR5g_c z4|FWATxwDEFI7V*n&GAS?r*ZE-x6XanaS2FtxxHdY1-YOr8DfZBrZsES$J-DG^(t| z9ZTE)gLZgohpxRTZ#~PF)OV@Ta(cF$xc1g`v6>ED%9YbwjE+}R9J<)9yV|4f`Kk;I z3DR7bl+pu^q<$~$`u&5pduqF`y(w=!i-uHMj#tZD)#0feo(%`H>hNq?w3F4c>(WQv zwix}+??Gp)>F`t*OO`j&o@-C3X4#UE=C-6g@A;B|l6`2`f6#7E?bfw7<*jGllGZNe zEjRaSxjC-AH65&`TbEL0soNAw$D=83U2NBFDaYC&vhGV&9#Bp=DaNF9qBGB^|hrP|3N!FwNuyLl((K$OB%cM4;7>8Vv1uI+bx^Y z@@^T*%~DQX`p2%jJ-c1L=b+2?>NipDzf~H)6^nQV`g2-Gy|a0y{M63>pk1EYrE71> zYtQm$NpqJPEw^XOjcadBJFDr^rChna#pt*<#ifhwx=rO@aB7arwms;ALkBEom%IS( ziUt06zbk1Ns-f%Oy5Xf8y6&pFbt+GCwt6?42d~@FYI?PrM#W~c#cDQmDHEol>Z~4D zLp5~aAG6|W%yH`2D~_4V5$d?yVBDTpp%4>P7s8jWd+EBayQ*%Tid3krMzhuMYBf;Z zt=VKW>$>m{lZK}hUCx%&b*Wi#Hb$G~Rf~D6BnElCvK&NP{;BQ%K|4IPyNBjqoATDP zY)O5W{-NR?F7QxJ&xVs(b$YklgS!7^_p7|?w#8m8!mmMBtLem*2lcjoZat+e$Jcg# z^Zb6DSNsn{x4w1TOSg61Rdwr>H-xnd|1c@)buU$Csg{=%VFGru&<#ejtqbjnEva-l zK1UmQvr=)ieje99gcR%*yw=NSGGQC4&g!u@R7)5BF)Q}Q96OBy=kQ}cVO^=4>#nR=4#-Bo1CD-=l2!K( zy^{DGN1+CUJkDM6B{*w3%Jcrg^O`0`@z_MT8GjEP8jUCkGzAY4C86C8{xu3q2SzCz zbiOjf_J;Bt)Ip%3v+Y<0vPahC3N`3n5LW8ruHUCL1`iN-6u;=xm_Y^fAp53+&0 zbfD`cZ!7*}e#;L%;CGT@(y-q&>4VU%Q9L_RpVyBBZCHeE1$;f) z)_Ycn6f5GdaPFof16uFmG};5gmDA&h_i*a2;BbCF;R;oHBKqkiAX0=z2nVHfJSZzP z=ZC98xB|Bx+Fny%4gA8Nuxw*qP48jEztH)p_GI>CpdQ5H<0%wF;J?*d8uI)d4DsU9 z+@-x!imG_*;m?Lf6d(685eGA=d(org3Q^bJ;NWwqHk_jfS1z^#(b1I`sXK&iJv~ki z9X)#}gA=0Z)<~qC7^stbvy=x2!+OS-BiAC@A?Fa1F!)thqLW>vd>Bm;Uo!oqqG{jO zuh&5_WlsuZlX*O!5o{7n_9x!aWJvGP2o;*C_)|wL-XUMJgF;<zGk;= z+s5Z>k?3?6zIrhsnOHK*Ot^pzz!;HyIk^R)4CB!@VCshXLTV^M913aBztRD zyE>OjyY`)|21>Ohzc~W>_?0DU8L9lZvOpP+i{Pv&FPC&#FYA<_VBu9~6JJicdxWk2 zvu1od>b`roejoDN|$(D>FY)c;rdB+)+0Z!WE+KO z{GeOUBU#8*9U;~x&6j*VYPU^#V7P_uBFPlO&4*46mnni9#9`#@8~|==MCTvQ1{C5R zvVMFvHB*|hSVFkIQ{o9iUB;Mbcym>#*-Sy>kbSw$*zuhG9$3>qq1*11?MfQeuF*~O z>k-1*GXJA$Xb&E! zyaUZa3)NGUIe=lq1!eg+pGU;ix;wAE%Wp&C}d&yt&^;q5aQoDZE>8+zjmuw|U z&hXQoE9Q8~%UVwAGBUO)mLm)7g8H&ePx90U_7sE?63>#cb9b8N#Ez%m-C26&jjH{6 zE7@Pgh{k7?cWd7W^S^a{cLioj)|&d~FEi&jY94?Y`Cw{AP?uCq=>dcd&|UI%&;w62 zr+AS$fHomh#!cTHk(nA^0cf;MXu7y9-86%?qL-bIn+b z`kPwBA;W8(kIR_MX|YZ;<-rKniS|>E%hjWi)zHKB_(GQ-l%=Z4Vw?*-AI4>|qfygx zx4l4dw}<}z-NW>5Rc+B@|8ecYR;KL&}1#7z29s9z5C=M#OWIl9)-=p=o_H! zzd1FDC@1S}sO<5|6|llb*|G zP}IzIdoYB6a0l0(!XJ~p+DsWj@J=1U*?Fh(03{DtXfoyUaH&s6F5Y1DaU*ab@3b3E z*o&H`ckxM)jt7IJW|@?5O^W2JQ45u@>)_%yMd?RX7*;@mMOuK~gwVQj!lQ zqsoA?U#Up*&X(bGPfW~|F2g6>0oo4m1+= zryjp;#pLrB!;gi`P_kgkILgRDj^8`XU$k6ZL$8n-N+!1Sn_*=)LyT-%)M~wc75pH% z@~5-YDbH+G$dBsA7wA|LuIG6phnG+K%n+vQe4q68-AfLgr+ggpqm)a$thl+2jwo8J z7fgEd)@s&NTnoH&U(H91ufR%GO#~)}^`5<)DXc86OMcvL4_MjMcX6gn5HfEgQGe27?rF!2a^E-h z305R`ez$fUf~WTzA8o`8Cv!W=vPtG4>$Wc+Ib>0PGmkNy{A?Yv`;N-jk1O-fi9y5I zQaKwx?sAYF<^tcBJAVRt@4iT-@cUriQGE-uUHtWJeJ7#CCiRSpZtK) zpoXs4f91l$+cBo~mo9sFJAS1sP_^{bb77#6GMeb0y8Kpuq;`Mp4V{-@%s9GTzF_Q) zG2`V6*Amr^M`PPzvdb5Z6*{(EIr0UI4eC>O;P4 zd>7`td?{Z%V+Iul+ns7QLfh0N~b+p zFDrje`}MN&I-@*14BJGQ*n&5vecMWBfLQL6%3bGCK()Q)JIA5yX6{TPKU=ZBzNt?< z{rJjxKF_Xv{irhUxmbsn5V&!I`?j85hrL_Za<=Sat?y879}C;pai0>z)FVj>*vfam zeO3&|L%!htqKq!a?Ld#|vm@XklnD4p$hU+t0EQ6e1OqXJYZE}yT@9nv;&`0Frxh2L zQv`KCs4R;+D%T4|W~k4|!3vY)XLk|k3!UO=LO7oG2cD+?#&j?bQpj3H!8rHdIQ0l~ z`ZGk;*LDxpq^g;z;tz~cgtPOpQ^GM z&WKna9o{W3Q4>WxGjBxkYYxqQma?u0W_p0or`g|qmU2%^U=a53n2v{>KkNz`@8a1- zD~f4(40XS0MNK~p?6w1;AHX-^xa;Jq2KC~&ZS%L-@ReZ6eo#jl-CBOHyuD!D+Y81$ zx6v;eS==7?=WtPh8Rk_fUIrD=jGzBb23F^xSZ% zPrR@!tQ32$xKzCzw>Yw-Ta=YMjhe|}3*`~IRQ4RKsI*sfyb$`~uRX>aB_^sVjyA~= zDSZReB^hfci->~Pef3M2{HSt`T7&lNP);*x_f}1s(oZHDLSfr zgdLkj!2$wZw!g!0KnaCC%OPscV_Pj za9}bVTM3!|00Jm9!7jL->R(ujov6E6`L+PCqQQ^+Q4bHkHK_b7&}(lC9>A~6KI;5< zqJeMSdZIxpk1WqS)(2czcAm8C=IM0zOPC93cAh=}-6dZtUtVx~c3vD1D~0A31dyzx zTfUG|h2b`^SjabXMln>ZLX05>@nECsI7=yLq8(F-&Qga7&Aqb5?b#L!T0rg*-0Kk7(-(G zcApl}ns?d>#b%&`6=86Eu#gHNIL%oU6OU}tY*Zf8+@$*hLkZ03REaS1xhjM2z0mLN z!ax`$U*>AJgr2TR2IV^G3(E|IdQ5Z1c9cwI+zu?8x0{Gz#@u#UobT3D_p z)Ww1--mpE>GbwTjohb-M!v8T>Nhr2K5l&w%YM3hQ+9}GjPy0EjT%LiF`9T=NpkzB# z^{Y%-<{+Fe@PnYvr$O$N4RW+F=&{4@uPDwBWp*WvaWJb1M%{j(XjVAY6=59v^HkNX z%?aIpKf)aELFX1nm+AhiTBdjTSe5#YYIH$Ytw0;zRYPBL>>z_M8QTa~CZL`bnmUYo z90EoPd$B-0*WneUqx{F_8+$MUAr%4hKNo4QVMV>;kiKiZIU(?;9y9 z>J&3MiEyws#NFhCs|x_&3JrP2tq92rg@rsrJq(JVa`Nyfh+CoQhxJp;yTWOD6!%Ul z-k%!1UYd`Ai;;|plji;zN5_o zKyd7pEZb6=9ynQLPqs{{Ln^X^6v9E}b z)By4L4J0h!H`>fo1xoj_vy5D*qm0bP$p>3H(J)IxjfghzgM2*hiKr=$5GR^$4|O4W zr&iV6w2XG`Ae*hDYs^#(f?i)|*Y@S7Na0i$!Z<9!m#SCZj>2>OVO%S>yjSkEjE?G{ zg>GY1ER_4}Mt|Y4-DA1&#MYkC)CdsD!dS@+%20QMAEoRDWmx;QXUtD)zQcYtKQOoY{sSb}>$rjf<%IKhOs(G!P2R&AGnU$OjGWzJ|Z+Y}wuP==* z16+N_pxc35qsx;yhaeoU{J8suQXM8(nuidPUjrWxi!6hB^m9b}*QEMUIsM4}e*Xv$ zOs4F(Udw3Z`x&S>v5CdrLKugQFYU3n{eDs?004BwV$K5gL#GMu;m*09;Wh|*C=>z! zebUMs54VXc=RnzE08;IV4on#y_hD~MdyFT{mRNy>A_zcRZ0hXn7WKM7Fqi%GMqnI{ z!csU!#jKwNiq_IQKkDDl(VAXF%83#wue##uD;#g-_fbTU6hk3^dK~7xQf}BN05lbj zLI5})n2uNuE7aqN>nwW$D-2e!XBC>tBMj2`daw@w)Kksttj4Qzs-G;UwRrCeJB%TZ zVQb(xVC2r1sKo_WuRip27+jRGG*N@gPZ-CkmJZghrYB~hSOQQ+wS~ENpgkZ>%I@89 zzY9hJv@t~zK%ca37C$a=^}`{y`+p?v5t#vnXCh^F<`jk`0QDH>QaUmYz*bQ3(dJ<$ zO#^z)0zK!T^;n}0c=x4rbB`cSkpc7uA4-JJd%QPrKwR z)qvYN-!7^Fgf29GKPc+HF730(2u9jyITFZWABQ=ECXnMpfKNoB8RS3pG~eJy3OOEU zxOLMM@{qfWq|g*{sIRm(D$|U1UV? z%2b-to7CV~KZ~qrsl0wSR}o%_mFM#c4t=@g3!70KrtEs8^WwEG2siY#56=x8G-rX8 z@uqC|rJOFVo~VnPnx>1oT2A>&=d-WPxd+S0cF${S{T~ zQYrVzvqXRRg*AfxSLnVH{mN9D;fpI@{Vws688a??br|8j(S7teFCV?;?*dB{)Qk@J6*|vEIS&6y zobk<*&)r#I#zK{)c6aR@*))Ge-a2>W$T>@_j^bru?vL_Z`kwhK3H;cp@=aim^1Qf6 zekJxquhxULIiaQNVT+Z$TvdH6n}g62iAldVSfyEJ2slPOa%EX&qCQN~bKreHb|F9?O8REV%b7r`dwp zR_2^-Rj3cYaosb`&}qbVRhnrAuW^()XYou>AD-p9hf*M(1mPx?rZeH*3Wr!_!4^=T zUa@)vTL5O}x5_F_Xu_QmF0<-sTwz@OW_3@r@yJ$_Ks~xe5kB@aa#WUyq3W~p9T^XI z>fe{I(##}eEMoALB^QbMNb{}!Fq&lzwyECq$io?5JvEx;)gxc`6d||*i}Z|BO!a8L z%93?NU7lePwI8vqpZfi{w!9ST=-R%&W6>1CN>hE14rbju-3mPT>ZYlh$5>rg#*qo_{u6x;mE^bHtOHM#Rzi3?U3eiNTfbK zIxIWEi?Mc`t_Msn%t;^SmcM+RhTm0+7XFi@Z&to<^q&+_eU+zVd|BPimBsIf`j^+4 z$@{wO@wb&yI>DC+S7Qyu2-1yyTRG)IjgYg3XJ6nZA}gyJxDs(BO4mJ#NT4Hd*3bxl z$-$Oo)ePi`I6wDCwk3?PzlTAkA^wuciBA&?U59#{NAMoIE`SYKGc?X0V1YQrYqTI8 z;_yAxBS;x9(%)LE(F`R(6hV#j%AD6wg1X1+=kA88(F_Ja96)7Z_j1!7Grou2<9mi5 zrN(GEnc-iqG`Je-e)fC+9=EE2FqKAEOWY=cKO+qstE-c_#sgLbN%@#jx=WESj2m^N zz$;bDXyy6B1(EL(4|PUB0Pyu=F_1&z2$ijSq%*>f5S3JE94_ot*dvw3;X-|WQTNc) zAf9>5Io+R8jRuuPmx}h-`g?RKP+x#ZP!o3{<$lwr*yulXlo{vN0gwJEphcxYwMobU z{3Y-91T8XacNfA4avL%ORe?C=mAr7rRRKTHC9cd}^1d*%$gF+e>Oe_}=so=)BS;3{ zG#VocV^GfrEe|k1K_3ipqtnrR$&jo=Z21P+l8Ey{v45bvMKVuK+1-mD;lr zs4ADwOwld8mXWW1KEC>jcTlM@TarO>`7HFKuSKNl-I9&mW#s47!Z+^kP{i-b?ATCG zBS)tmhHN<1aX+MHY>BO8QC?6_)9G3XL>exrlr2VbmSJwAn3F&C zG>y&&<|JG%UcMrHMHYP#o&^@5wd7}f)UhBDR*tW1NI!bgW)MgW4aPp`e4Ls-arsb1N)~Q=@K{|aV4OfAPG3~u7KK@Yl>(5d^M!MyQUF_6 zl*x$#@dUg*0#1 z1CqcYJnw0Hz()opp~Pf-OgXI}BS%0-2Gt`8=;+FMg&8>lHZme{@g8CU84x2Xg9T*d zuMK79-}%}KV0r{xz}T(IWQ9RIAx@5f3d9zxGFxG|-OU@$9`XRtEGMBJY=!;A6Tbck zX#fl@(N&oge+v_S%@-QVXkOg0t-n%7{4mB73S&+3V(zgWaMN)nS~T&L3Ew2 z)qRB_zekkW3InLuXn2nn$leWIw!nb+HE$PtC_qM#sVK7r1_Rzeq&WQi8ILycma_%s zqdN1MA3ys%l-U9s%o)s2pM4q1Y=Pm$xG3-7U0=@^cJv7IofQXx`|dcxaF>vlE#(P? zb-3qqz)w{T_dCRK?#SK!4n`PNW~)=Mp9*)cXCz2LnYqs)j`Mfk-RB@vR%Nz21+}wq z_c%D)RhcbMI`*7b2$9d zSz^b%<$#7f&VyukKxe(P7Q@2~d7L-;-NT$?nA&WONzA6g4`6O*Qe4SZx8j|IXgnaU&9KOgbuQX^gZzJUM%DuZ9 zvm^zGGFzajt$6Q;BQZ-%ezIJJBA-nkK|pRQ(=Z>m@`Ser zsm+#}L^oFMILakYZMM`z-neH7Wbj>^f+Us|CH`>zfQenTnFR{+2^4?$cCwi0V>6sL zkjMEz-JLgJi5G3|oI!!O8d3J&th(7cTWx@{nf8R;`;sLgO0?N(LrmMu)7afBS<>W0 zn|3{@6NULtvcx^;$k}oe=$2skM?l;?^x1*~Jc^5k{{!sYz4vUz)s9NR92_7q{(DAz zh6e-kSPc&bD56!HxhNoy)o@XO0J>|l6$ccNc}3lQ5TJMN+U#^|pL!aYlOe0Q^)tK( zkf*uRb}vF!W9w(Q2_R2{x%6-oWHq*ah93ZOI0Kj;Agi(UGYtKZr_V6-XR);gXW8*l zAg;#JeZ7dW6A_+`s@FB2{4msKNjKHj*>VHx$C7KkpK!uhs`~7RLxD9Rc0c31>r@$y z6ByS{w$xa@vzLtICFY?W8P9&C(>9*+j37H{z#AAYagCyDCy8;-tZJ0RSm~GICGYh| zEi>y67eovacH3vuH%a}`z=(-!oL)QVjPt;U;SB)13&>uy0l|n_L0rxT(l;iErp1lg z+4L)%E7s0A^YWe!!J2xYZvmW(PklTQx{j%L$UXRqwKj#=K(3Xk z53_kX9Q7X*^*EAc0*VD`1vD$#0Q4uO)ls_xG=BK3+0V0XN?Yut zh*q6$L?SpX`OGH?ddbGj3nJ0Dm7UX`I(B-a8T`t7bIbd(DOzSu`we&m1b{|Kmz5eh zU-AX;NO*Hb{d?FWvRr?sadXt=D-<`kyx0F}nNh#{EQWF5W0GJ0;4AISAtv4ALK)LIH7_#Rcs-h$`$2%XCjHEe=pi{NXTrlN=7ZWIz=Bh<`q7767UM!A?v9`xDIC*}DV%08~ zch#&Nuy5Oi{%8QP`Ep2eP!Wy$=Ti?r19RqshIH|nSMbtg&U`qqNw1l&Jw)Iu7WgUZ zr_0g_y=1@nTx-&424$nDBEr5EZ+TynPRq>Bw+lHip&Zb(Ze(gz ztM=kGDS=PATnLjj=g|I)DHk&vE@R#VNt7d+&N<9*BQgD)@aV?3fr8usV)6IH;mZ-E zKVjU4jI4m{anff&el3@LL8*(w)z|g_B!^sQ z`AvE7dr`iN#sZX}jxw|N=|aF0u<CQVrDaC~zmt;)5OB?FLc_oPyP=nt(Y_lBaab`&sj8nc4exAsY$+TQhi}Yj1!Bu|eODkc1YFqf&f1pH({$wgJG+ zYlp9A#ETuZdoaVw+*AsM;d|v2jOc4xhEBZ8J_!9c-*6=L71>`th)3(!ovd`Oy<1I73}ge9|IdH_PygjVdI_NgI#qv%*T_uD z8gtn9VAB$#UX_n}!>o5x^@!pf?wPFdNBz(aT4L0z@=vgA(%Z*T@?tfbRQ+_=VyL{A} z>#R4PUJ@7FVX0rN_%8X|g))CPH|tHOcf?KGkJ{)L13pTeu9Ml{GV9HkS7d}Gbf?AQ z(LjmQWimF_q!>O`n_71_%kERFG`#i-+92ydDvAE ziWtjb%v~(KZhL*4ADp<%Z#}L1Zr*~NJB{luf46ac);s5SSB3r7yTgdN7&zT_X?Mp5 zXP$byDon31Vr~Y^#klFRyX~^GziHMRPkXjo-nRZUZ2H{}bDTS2srL}&@hwXGMGfX@ zn0FGra)+B$m^d=3KpvY4d_N&&f>{ z=36&H*!{K{@qhoN+qOIRMV%L>avDC}e4n{`+AUGyv|G;eciC_Cw2ZlOTE-R=4ob|I z&#{lo_|XqlM8?#77-$yjjce()n9csqb7xmY9A$KeZDujtxZ-X*;#?2Qerut;eO%`EZC4cs!!)m@(^!BKr?FsO#OA)( zRGpj;^{@jhMgq5;5B|76gr&dXH0(Hc8g>@Lj4Q-2Gxys#cMes&{6_?6e}Jy9)3Vvx z>M;-VUgGQd=y&dXdM@u$lsGK{v%kxFXs0Q}mBL@0zyJHqNAHjGq0D`}tHK5`Vgvgt ze=z}|#HcqM`?$`1v8w`RZN%Q?mbXhl(GuhS+wyTQnfKpK)gjevq}$}U%`f89eOVu@ z$Nc6rAFP||@15XB$XibPrKM_#`A};|f9rgxZS^9rZlplCvTYhfT`J0yq>!yk{l(8>z-q%Cc z5~JRHu7}y*P1XH;6n>x+=k#s$IxR8#`yKVphvlZ~klr_v!ty@(utTrD)_neMX|9J| z70{j2Adt8I!XU5)9(MV>_s#j;R2`D4reP#+mkSt1)_}k+pY=|Iz#(#J9Cc}DW>I1j z2_~dSL>+L(-z64elQpTox|6@+Ad9O<^h)b_oD>UGyIAi6i|K4{Vb3UoMNR_SL$pU& z-Bn<*`7HxHV*0*L%F-ybxCDm5;lz@Op+4V~nTXocO?)*`| zJ8ZalOdLh($bHa`MG%Yj0BhLehlA^MGmQeKEAb10G$~@b+khIe*uj#nUD58)t#Zn6reHZ$@UMXVh)8`MdG@ToRl9 zz9OV+WGgK@Wp-`fD2mIXM-6qKDk539ODxDOsm-AF%>WERYHk~SAYBl{D-AJeM-6_D zD1)&aiL;&tMe7KLW%q6%tOM|$zmR8elz7MIr}U%PQ<_Jz10d z>WXXO@U8m}gVFfRMQztnK2rGW*81JSNBWb=%+YOu4odx%#$;@RbNiA9923x*THv&G zorJ3~Y!KlHo4%INP8u%1*|>J>5XeyPV@<94$C^R|(0`14bnY7Yr%+Rk@`5P0S-a#b zf!VYY#qZ<@^XqG^#qVky^*+|bs(-8rG$8u+ZW*0Bb_)=|_NvtKT0<0KaFY;4#pn03AgAjvWP}J_hFw zq@1ra^)<@K0<R8ilaIeQK& z-1jnb6ciR6l=>^BKTYf4T)m;;fN5QAAtlqFqNB#&P>y>v!#l1I>NrIH4-y{9?Z3OI*(!oIlcWfb5Ta=*X{`Rb!7^ zEEdsZnqT$(4qZDa;+VN|HI8~8YifHwxbNzm>YF1Uox4Vk-Gnv4@4%fPvoZKCs87(w z7VAlo={IlM4(|mS>V2$rEDM*__(d32eE_W3FK6T;bzEy}^ow~bm)caUfIhd;o^^3ke^x3&{=&2I| zH_Bz_J11{rh>F5FJOe*cJXm=Z-B-sQua;5kV@afHE(t%>&CN1MZ4{O$Tz5fhY z9jU(GME#9xgsJm1l?wgS`h$UMv<%Ll_~B(7Glkavjm=gJtnKV)_*N<>q;+=d$L$94 zM!m18DdyCme(1ke&1bHfdCbr?DHO`zC0~%j^GvO2TPg(v*{vtd-8kxfZK!H)DAW)A z$FDv+cl_%9_oM^mTua>4TowDeQ9?){1jpr!Z6|@XkL!kM7cdPVXB?#?fhyW{lz$6h z?Qsilsu!jX@N%4C>!`i{Xo2c1gL8*5L%zGe?;9n%45`xswfq^p=V8g0*y3#hLW}pC{md`Y zpJKf?O5~Y+2YlD5b0;mk&&zEvyQ^{3`&d=ko2v@-i@rVdY!AJ2)wj&8)k+c8vN!nb z*MaZG>VcuJJQd_9Hy;+t~9~kLADDjTxNCQBqXz`Nw&qvTQf+pj4 zKmZtKfVoArA_C zXYg^3Cox3!%l9YWq!g(4wQllb-4xY-OwyK6lY}xX_NvPP zMc*F!?A$fWnp z66kv_nS;~%n*q_c49*=462bRlhEigKR7Or{3i=6Dil=2`1Ez_sYT|_`( zFenwnrv4eA&D$EwNZs)_xWp?u`<;>rn2`5Hp^^!B0qlRznlaiwX>gx)9-ys+8EcFFtHwNBNf zQx~_X^IBv~UA*8pW$NgXg(}*0Y{?29XIi~>{kxht^kul&$t|VyN;c4P|q9K+i{GAj_>Md$VeXJb}VEB>dW9eOwKuyu1L#lzKAZ<<&=A z?#5B?<7eA^zy}qQ+-2%};({@8;K>7xUZY+&aJzx}trcp9uPgssE1MM_^uQb4#Nm>I zEg3n}p1a4Zw(B?=T3Ctx+<}IMJD?=s25V$ec?uRb?L-A|yL;Mo0>MU;0KsYp(z`}; z;l7pluGP%|FC-+(r0tnoyqe+4=5+GThr3ebl$6!$l;X+cDDdSnMh#y7WEaw&K zVIpw3dYHd!52K;AgTD~;hK**_;uSlng4&i)i~kGt;+VC&an$=*O4(RSs9luJar=3} zI>%i)=VPOpjd%tlx|8KKLVG3_YOnj|J#YhhAO9*Y4FSm@f@qZ+#d z6r6IZ(40mvKkD`f27_mw88}-)BmSS)c%oLr1$qrQYnXM&XC^$wNOC*5$BpPjX!}7soZ&-DEq5+_i0Fvz*jaQVPEM4*i zi)r%8x}D$*Zw|nFyBe&KN#*QhgSw1NKNUyVSyaB-R%zFN{{_41A@B1RSBllYWwv=6 zjJIRn@`d`2dGnMz%ctJ1r`%aBt&F<5TdjWIXk>O1m->keeA1jS>-^=!6DV!X8wN;B3$SGBjt3>i9h2N<9ARG~Ka?8okC z24Qs0^DEI#cH+Du^|S*D9Y2)!diIf{I%&I}@?`zg^T2WU2T>M`wm_z&;ig%B#9O|= zyyXcu=uQsr+)tH8y$RX%)0nbsrmSUT-r9F^Lgx*=zkL_i1Ln;&K5tpub&RYM>UrdP zxRx%O4VgE3wMOrxa(1_dx{OTMo4;7V>``vHbJ*PR;neqY$PcL7(Q-f(jc<*^On6LVwa_x3)PEg75t0W8mQ;L;%%+=X7)O zgM>@I@*#}X=D(ZB0VEBMekss9RPJgum>gteI&p`WxznyUnj;7jaBze-mJbH?Nfh4N z=0OO9xP8pqP2i#PMp^D;p~g$T;6_ejc>lSJdj#`_a8^DtsoW)ldPGJh*ME1I@T(He zH+nXL^&O<}tx^9$U76uq+uR2LE!r$1?QR_PzSdLa>j|}svOR9+&2i%ZLHj(TNZIUL zqt1i2P};X0fHA6k4mw{gqt@4AXvSiQs%!5NAB`=N5$A@p#nBY53@efNPua)hr=O>- zX3OBh|MQ*<<1U^U#G)Iock~WVJ__Z7Q0{@9cs%x;kQN1_=MYQJ|B$X_T;1jD;9YCu z%w6h^te#8dAsM_!(sP-YaD2kk zI2(A(P#v3u`6P1EGCD7N&`{M9b6)DzIO=`Pi$O}1Wn zo+rTG#>bE)l4_0HKPNqFy{~d<6XY;&VW${(bD7_>9yTMzS7R*ncV6w#vG90cvq~Ep>pqv!I%>!461jBqxokN z#ku)$Xa(fZz$x*uY;jZ&7S8u?^S1m1aXUJ{@4Lv7WbWweDay$%2-BazmK5jVc|4C0 zSP0BpYVir;uR-lK8$?fGg7muGrW56>0vs|<`;AP-QtkpedvHJaW%jm=ho2y>9*9w3 z?SNGMSXzq@!d<;nZF}_I9{ulLDpXn&AkQHqz0|uvAHCB;ee@d&I;f(`2CcZG*r`4| zdiL5V&R845CH48&&T$j4``9^IMlY+AdK=2JbC|mU&!w{b_M5+eEw@qf-#!_?eUxKG_BO>#MZDjq!)LMn zAdZ|cCEv#U0YNMqp6|iFi_359TnG0jTi0E=3M_E@aUOi-NW&-q@BhWpBzt(06~-RN zKm9cMiTuu685LSwegjI{j5PgP?*e`LnilHQSGVa)T4b5NJ$n_|OPD^22&g?o1UG{O zgnpdR;PD9mjyioVCu?+CJ4-);ep=`+_WYsUePW`++`kiH2ez0o{D z5Ziv^X;%lN>c`@0A75NaqJN-mkA8`@%4w3H?efUmG>F_r;DhT3^ zCcUFpMM0AW8u+Vwrx}+iPUj@19;bh@CkFqOp zFw>;RUj-;6z29>l;gMK5VBDVcD2yQ`nMNpdPnbg}ifQikGb0qDUyxDHdM@I+92&dF zqdGk_tcj0(*U*WFejWh}ecrn;YKfW6nXlGS?`zez%h%f9?hsk|Fm|N zQVD$-ozC8FdBLWTuNj4AOu)AljCqDohziogfc-Y&JqTjmKPAV3(SwW}#bl0p(8sI5 zLirQt#)$`%UhT6-(R);Z$$2gehm3N=l3aU;V#fW#9j;a*-P6k zE^Cox_R`e>srs?Dn&)dP2~#z+?a{kzj{bM7Xb&a}ffeMnFujh@d5Q4aI z3w*~TL?<>s*T&$7KGsGO0&{5FJI57c=j7j;v7bBiQwLm9-8sywf!MsZoI9Ia0}+X} zY@^>pl3b7dLuN8L^-FL1D6sHL9egIA&Yo+0_G)k1FVQ=Jnw`dHC+nHf-fPEO zYX`4Cse?nI;ejMm%mBYoL7vZ(ZzJ)9An&ig0}o8rt^b}ot9^WDW%=C@Ci(d7o$=d8 zB}o#x9rn?Q^1H`)m+0SYucbO^O4?54s6`gil>G?<^m70LaZi(yC8evt!W0+Beb9%) zcF-+PjzS9P@akP);kS!zx$*2zce!px;X|U9Bc*it?h<|ef|ly@m$&&#T4b5OJqQ;e z{sM2s?>wP5?HITh^y9p*@8Df9h06TJ*YNUHU?C5b(dk$JFkaw`7Ud`AravLGYIli# zE6iG|&);tPt6F54ze2k3tJ+>)X)rn*>r16Mn_hkdz=ShsZhuunH) zhZp197M2V_UMXNkfpI`IusLc{7CHV?Z`v{B4Cv>%eRpIGfHlFz?`Cv~?1c`r%xU0i=-{=?gcG#HzbFTs z5D@sFn34npA@(3db|^s|Wk472_cJLVN%cWshr|n*YiZAa>PZZutnWbv?ySD2+7Ym6 z-=UtwaQ1Jc_reF_O`Bm%Mqpc?nxbX?#rh5cw`lhrv`lb=(Y_1+n_LF(t|R&jS#!q3 zv<@8@>0Z$ywC)so;~D{d+FIyHpv(3~8Ul z!?Gen@!z9XDMEjb2xvTj$?$PCEyKqZd$cUq{(bUeH23argA{z5S>TZenPZ(xK_ia_ zVSV+dXjJTU9rB8QZd+fSS#c>w#lQWSfMLPwO;UvF{#%UGlze znwIIcALQ-7Ljng73yTlGjTGE6uFCq?*xf09&iMw9n=5RQiB5%cW>TF=mL{}?y@ z!|%cYEWw~Iq!DVroh0u%$9~|3620X;fajbN2&i@n7*zI%{^9jHDZ+KXU!R(#i}be78W3O<@nL5; z?*aUj%ZDuPAF|NmDH;|3em^`TXvMW@8KdIWGO>r;{H`c=wFM=p=I^;uz#+s{lN8|{ zO3RDn+wt`vQmZt-UPl<{SX3DZG{qrg-0PFtu=u?`=k9Ie>PS{IjXbaf!&q);7d1k0 zbyzE$Z41F0)3&t0T4BC1Q#Ibk;|~4ltKGQ17cE2Y?+MSyX8vU0$FZ$I;$MlTp(Y@$ z(pjby=!aaa>RnLMCZqPBrB+rQt^KDSy!DJtk~v{p-(1I(<+cCRqw{9%v8P=awMWHm zHENGqhQFafL|jbcov)pcV9A>+{lnN3}lMEYOLo^iWqgfp3KARMw(nSf773O zG>uTWm)C69{#6C$HfG&x8KdvMr*Rn@{ZpKMqwikJ7=7>g*VfELMbzyp}P{!Jo1{8MOn&)0>8upL%fS%z(r`n7)Z1bh+ld|J1|%tIj9cIN$0X z7YRvq(fmo^sWan=p&qB3Y>Owx|CgpugHdZrbI6T@KXGiN_D0YS|0q@uenI$ z^d26TQ+%co>FDTv< zkHc?TgxwSi;+D)c09|kB4p<(eTd>cW4v?RAF-__Pq}etuXVfBG*(1R@zLb6AD^qH= zMqCxx+WL`8&m5=iRxQH!Q`NixYc@L<9AEWy@V$}U_H4NPJb&3eYo4hD#}VRtP8>Z! zd|%WQJT+_Z0@eLV$&WPhl{5*R>z3CUAPhW@Q=sE$8auUW8MaePQ*c49J9gqWAB)gi zNV5p6Hdk~ly-!TnA%Mob>Od^h6>oHqFOA=UR^8z-jH=sX@f6&G+FN;2)9?Lq=`oig z4elky>A}_qvV={4HL{w@SBW3_?K$5 z#*0vnY#xXhFTxVpUV@!GTMvDB-cg1uTZ9DYY((Z=@4+$FK@M2^B4Px<&dPm7;dxnoaXpAQbg*j zHD}pa4GZr9IT}`}{d<&71i|b6iS4=}z3X13zL+g%#ZI^O-_I80&7+}YEkl3I!9ihM z5WmMQPNdey6yV(Kk+7hT7c*eU4+LvNJ3qAr2G_n9!*tlpz1co3L+1?jK9qgGH&JCk zJ$h5QJI1;4ds12++k^aCkXjE35VWw{{=z^b{UWz{=U#_2;48gptbmxjyH@GfjE4Pd zNN6%W7QydT-<;X6q-Fj^2bEvXOfX`M;Y@a>ktKfpn4`)7udOuW7J+>*AIxz>j!8NS=Sck#$tL@A^?cY+dahQ9XY~;9{R&wQ+ zT}GsqDN1z>QGMn8po==wLPozFsQ-TY5G&|NDt$V|2 zG0oBt%cY1a2L(AXl*9NCQth7YYiP$lqud{yUy(Er+h;qZ&N?kX)a&dyDeS|r_=-)_ zpkVA}+cEFyy=0Ys+3@2a)6v^iho^GUv~5GVyl%fhlzcSp#(kgru(Kll7~0buO0|n3 z;~@M= zwz7LF*G_85m4`)}DmP^UHIy4uUWL}n3K>w*)J!1ej~DU!YZj66me+HhvVk+JU-o|@N;TbOym2uGBy z9A94&F_4?TL`x5wSZa6}ncE4s8S7S?@vdoB%MhENp)BMA&Q$h~Q&qx>%;O7U(>$34 zxW1ao@nKcXxG9+*gDf|tWOW-nC${qI$d(h+w7)=X+88r#vk&F?Fa~Eqax~+7W-!Jd z+HctE%t5>SxG-md^0Sr8<6O}dWJ2y6jM3cmO2rdVGr5ocfaz(1D|niG-K!?wk_-# z_r`~I8xL$phSiu?p;rz6xEWUfv1!!Gh(b!{Y{Ru=nbRbE&ID?J*tU>ooFwM0HiviU zAEGo&)B%W1+iAv2(N>QBVS&ssC}fAB9A4)0jKH2~Yvzo#ht?o4*=D)V zu|14xBDKOPL~4dpC>*KT@ANViiqvdbOzcLqgh(yNDyZ%KXLrj#tM>H#U8Q!z@!fD_ zj{lXb*_&WE5Zf^|U?T=8uc4ja+U2cXs4aSB$9?tuWkMIJe@m;`a%WjKT5gXZ4v}6F z51XpteHScD^TC(pooXt(XQ#7!h2wxx`_;66YsVKd3&gg23G9k5?N`{YNUhhI>b95E zo6`JjH$U6W4 z5UZIcK8Wq-xe$v5bJG<6)(&s&@CtO6(ELZw7l24hzK!~;&@>bSY~7pj zMY-`fn^kK1jRcO@O!N{oVAJr`>RY+K++_j>Ynpo@Hl0qu@b#t%31Zu6ig!~o-);CN zxQ*O!w+X{?#^eJ8*>w;EUVqjyR{h1051itx7z{@JRm*V5ScIdeW~({v-5!fy))_Rv!v{y`r9L7ohGhpzgyZ@Nm0Fg4q?m$$gS#qB8;LUX(4-O}@2N)3zV2 z!$z{Y;pX+$xg21!{p=X?)?p#}{uX2z8)Y{{o^#eyEK0|$J%ugg2QaFeI`J!gmr$oG~f=BWAQNBp1aFTB%xyjyw8|<>JV> z^nJ?M3YMHp{E$?PGs(<-3U0$4KG%>y-`Ob9AK$uN9ABpf6c@~=Q`+e2URW8*=yd305s*4I9a3 zx!U#nx5Kh%8DrXi2XPMJF)e|gXYgj4!kE=GUl{I<3#&?&P^fs&ZB*x0k72dDT3lQngfwd)3tKVu-7HKdeq?8&hrTdcl9jMfs?kXi&av$5 z#`D{l=d_Gf{l^Wdqx$l${?jt%q#6g!q#~p5p!CdlGE+6Ojwz_^=Sh^h~nL zLa=1wpCOpk+sUbQYV+3XE4dIKc$6{nYJWed8RHLe*CtmJWbMXeTKn+%kLCv=f_U_^ zz2-s7800mc1M&4lf8Vv)1_y`$l17cs%MjDAgwvc+jwaDT4|&V3YRahb4e?#fT8>UL zMrq5#7;1oW~l(Tpt)3BIUyhngnU$L5P$qH%&F9)`s63RHXFOiZJ__ zrZ#*TQN~DjO3(DOpE%mz<^=aowr!LEW-xOJp&lRK?$X5^^EUA`vC+7DR+*zF(=E5fR~NR$yyZSu65l0q@!+jHYCj$H`aKS;l(5ka{N z8L(9xn*U~8tdSp0@d3e4__*z-Atvh}Xri$3L;EhKQ4dp@tjzNDc}p=DGxl>vN7q$~NL52lsM!-{3E1E@FCN(rFoW-Y=9SSuR~1l07+Sp3p6 zODecQX3GJY2{zDO8ZA>8N5|)^f1I2el^KF{n=Fyc>)hPNB1yhHrnIz|>aRbx>gV*u zLZ32nmotMVQT+pa%3A$is^C_(q){qP&t}cheqCyK1BmK~Zn%Ty*C3Z*zFZOI zVvA>h&YwVjf-;A#ae<&0TNt{K#@wWrs?)d_uIjtgY&Aby&97F=vsF_Xy3}m7yjrc#R_kl5^*Pp4 zbq3IQ^CxdZOs)vuOX#|g9TQ)$Rkcy;?2=aFtJU~yHNIL+&sI&T>r%7T^lCLfTg|Vr z=I2$naxc}QF;RRhwM)%b{j*j7YBfAtHKnaf%~r#!)%a{R zzQ!7#V~yrdZU>{KAtu875|%Ec9coi*w(CD5AS`zwdrG2VQ?+%Wvl?};MlE6K!aruC z?$xM&HR_)u^{nHc7k?wp2?OI;+w4 zYSa>@F8pIQ+8&J>Vd2uKb={R#P1Vwc^d~nn5)e$FVj}b}Vdz5klZP~=cDvaK^z&WF zCPEsvR8to^tI_gm)Dng+{9`s+UX9jQqxCt``WmTueT$~g?iWLmttZIOdSeS+7gD2F zm{Pl4BMnsAHNi{VOEq+%vl>mWMlGT1!aruC>D6d{HJYCz&99M~*SGY&ygw=?!uk@n zF0|lTY}KLxqI^+LuQb012Nm;hG+P+D(1O{pRh`C5b5-A^ zW~=$xYJRm^o~@eF(4}Up<<)9^wpw3ftSw=HF}FV3Lf3^B;)bazjmC$~ zTcl>I@!4v8wVIx-rbk4KNX=H$tJVB$HNVE1pJO$zH0>EGsABG3v4yP*{}@p=wrbH> zdef;RQnOY6Y}LP74bN7?Bcdo<@l(=jc(odzt;W|_<8!R$MXJ?TjAb@#-S80F!qSC* z47ZD|nl#ei^h=7=X!W7mUaCpGxQ|v%Y3Wk4RrhMuKU?*$vHIs&4G=1i=TfpMf}5o2 zvq+q%a>iEEgO_xK_9bv zq3)_mo!V$9bUk3qdEa?W{z!#vCG~jGu+JHBkEm0&Ke6TY1o_E;I~4*rTqpk%ij>$o z*dGyBs6bQxQqQi6ofOK9$OhjDR{l{IU8|C-J!n%IK_o4slTfqvTE#@lHyG;U-kuA6 zOt+2yfi@;;LxpgRl1>Q*?Y_YCYTn!mnRaZk6idtn#*6U7B z(ptsbs@Gsf@aIsN=53eKzZ{36b~vjF`e4Q51$Jr9pC zlhC+n;}n7Ro4 zZ#c$F9EJ@JBDaSx2afBD{TF;HJY8kFWL0YK)s$7M(v2#Uoigg$;-b5J2j_iK@8GOY zQ{8VA58sc=mTvuC;O8;HA9-n2@Y1T#WmpW>moPF7%UGiL+GAAlF|q&?`E1CBM+MBE zE24x~M2W7RVsHZX6Tz>x0V~S~TJ_o6sLhMoG@ZrZ(%XchcVpNplKRSc(HVs(l2a@P zq^wA3ZwyOobjz$^OPo+tjy+GFpn2P>TM^sy#T$*@4^~T!CQH>B9Maz%Z>RTi_Db}0 zY@y_8V_oe9Qo_9++E^k^9d&`=2 zI_qJjvH9ZSVV6vHVT*KN?hn!wb4wVZncI6xfW2e#@Z2R=KI395(Ic45x?(DW4d(P` z?U5&I2ag|8R6yaJEH~i|-wTiV z9L4UeYZY4u+sl@{NkP{Hnsx z618fP_kgw#z3s+|!^+fRmIkNFr_zShDFV)1l`}rA_Cp61n&7%ps9ie*%|7pX@ATy2 zU9Y{M6*-^x`9bX9Ur>dYA3Us2JuS1c%#U;ZQ?_kE+m4E`Y)x7cb*it3@$ei^8 zmK}%{882f<9V+bjdMy&5PabTmBrfy)TrluXfLhY1`ky8Jv!b&CSNg^8+bQu%#!)p@ zWsmD+^`&WL=kwlJzo53?gcg!-@Q*r)9jc0NwR+03HhLYv+Rt%SJfNS&3YjfMRu%Dp zriY-_$FJGSKqlC&(~dS|!uvVTZ^YU;pWno1i|s+94DI7aRhJcGJ6#AEKjzb8^La8z zUx}jRTFOG^l-(Yjo}v#G8f2e=q0TLBoi@5Mz3cdDX&6E$q{z zhU;}Qwq(PWe6B8a4PeJ!b&K~ocDUteWL#Z?)}rL=K5-W^JtFVkRr6(l&o`XQdC3hAZ?n^DiD?ucIC0g9Q(rCEV5@E z3!fW|^MiO#0-$fPWX?O=>@4xIx{jF+sYt!3N!vpz9<~HBJ%{Dl24To^J$?L1peUf41Wj2{!;0m1<2&#@6M4_9+uH@7m>YnV9J} zyy0<8fJVsM#yQ zC5bJoa+Oc)P3qQ2Y(UqI7F9+`+}bv5)kaXEXZDH3#{7{u$|-IoA0fP@6%KEy=Qq*E z%8OD}nh{lx!(jYnF7Wb!&l?YC1&F>ibmCuP@Z9RF2vrM4@W)KS^~kyO7rxu#9HxBe z*9XJ%l`F(Il3#a98a_b-Lj^)uhETa+9qIfgT%lXsxOz@y88|22`P`gCd?C4OT;5Gu z($=Z6gL>Gx5IiU1?03{M_2r|71JJQPvAyg#0N;`(HMtWN+R zPmH8qpiGK`R0~rQd+Wf=LWJ|}stS6Qd}lk+32~_I zwKZBz9>v)m!EBHWQ(tX)(8JVOXnH2{+W6wkf+jR~57>Zvw*ft~lwT6{U=PXKPHsSH zNyz=&CtBrCnHbscUsWkpA24|ml5R8$OOfCJzDHdfPO>Cw@d9Nunbr8Z-q59u*S~HZ`!=cTo3ldXXUi;>Afq7fv+3=; zXYN>|-iwsIn!x5Q$j(%KEi8uON?Jk(yA_t{WS-cU>U%1K4k^A%i_V3|6e zHes*bx+m@+7VSQ4JulAI1ZGQp`R=O&RuA?^o)oLMjs?4yi7$)42V77MNTMDBDWdBtGWHNiN1KSN5{!G!&>zeD3~1GiJ$h2L zT7c4?BuH>%(y%`RPWmjxe(}E^J}D_TES_VJ2M_7Xi_d?=L02jIIfG{zko2d(jo~$v zKi#-|udn<5v>m^;sSLLl76o(~Ro-cIsOazx+FkiaA<>S>?$l(_RfC`R_e->HuSU0c z`rUO*iGy9ey|)kaQtyu>x*xQvm-!dE)cYeLQ+;~#M`Y}9w5qpOM%u-hv4JB_+R|12 zf~Th=?&y@p_%o_v*pfbpK9miPzyGMYsTw_ln&70?(W*u!sS&S;<}YWcG(lbUS@C}f z??h2W-6bDs8l?`rh( zbar~;fXHdp1%z%iYeKWnL^*d7yuwV7o=mI@4a+^yh30lFcG*wo*iJ1BY~I9>4tSowI;U>G{GCWd#Jd^%ZGG!I;5NTlQ>Q8 zPi_aLqc7^EcKKl)#6NFTOIZw~QvF;^HQfgCKIg52&T@zF)8jov&dL%RWH*+Ku~i@9 zMrW;p^r%9VMTWju^Iv(_qUsbPhxLfs;WMYpD%0X{<2Wx z?QL8=8_|+w)JwCCx2Rcjig;6UXGg_@R!M5|NYr|yX)_5`ETi0%D~y~fMd&-cM3myx z*aU0?%N$|PYN$}cAcGZSFG4D_zP0kAGGCxdHdhh+;9Tnmo<8uWU;2mx;Pt_M3;YRu zrl8wu$4NTnpdBNMG);b3`XBH%+l5xUG+%1d&OB9<#cD~)cwU1QW3#WCD%w{SS*I+m zN=+5ECW_RokJ_~pV#3o0-k-*m^%1;2xNpQyXw8zxJ@)K5t8K4E3OZU+d?2sk%TYh=dKl0>OjH%?dhUZx}5K)0=?~jh1FQ~ zyWq(D$-A-DM0QrUZI#k1o!|UV&GuHwm1wlys8p2z z%}GcwQKRm2D})G(uDZ<(b=h8TYpnl>ul}qZC(*>*uNr+Pf)2Pwyd(F49cxd=BHD^A ze<@|W6I?7EBlz~GRUQ!7gWRFRx$A(?_DUb*D!=7fHt8`QLnVE%$r-$Oe()aS_vEeT zH(`8GKfj10BSwhc={NAy!O$k2ty-jCt8!q0wDkodTW$`Cwvnk_d!=&|NBQpBLh`nd z+z%icY#=w|6}9FU2>=&{E5rRmHr2P=N}pV&v6UKJ@sz=S6TT~~HyBn|)s&w7u#4Ok zz|<^M5W0~mO1H5t0|m{76tN$1^^R35G;=q=-r*ifwe02rEn74K;gcoX2-n4M;>OK- z>PFl1JW3!QQ&Q>-lM(hcu3plB#t95&hPlWFJNPDGv#Hxuz%qa$B8k&UCQif>m9 zo-vlW&~0VVRgA{FsQ9B(*0%mJEdX!NqD4;|xiCz~+?N;PTe8LvZBr`4t4dNc9*qKH|EM?msJD2R zJ2Ft7k9y;edXo$M%nN+WxD5;Ze14<9Zdp&%_JJ?PJsUXS{l?<}g&S4VH0!$3TZ`QB)f<&lw$e&Sk@}RaI$MS2 z+o{$3_9n{F?*$*0ycj<}2|Jr_&!#+W*3m?kn=av`1Ku5c>O{spKX5z-=f*0etqh~g zy@%+Nx3ZtAJR)yp*J59v9^KfuXripuaOt# z`qybld?M*QBQ1eoUJF2@lURG;m4@vDDPemH6Eyu~D88-`bhdYHyWnt~$I$9M%+jF0 z?UsC3BcZ$^gtU=SaGcL8Y$4Zb_oMRo)oBZD``0>Gyv%X?QKUYI3iUw}rML^qbmv~a@p_$IyhTwJHLq!^~Q}#RSwD}ElE4HdNip@ zlq8b)Oo;!W?@eqI8GG9e=6I=GN5ezLL#&p{8upnq8q6da@ZUF}rzS?Dc_v>W*gS(S zuZFl+Y#FL_PM%uZUUFsVOh>(1y67rP7c}a2$tbw3hoix|8^0E&YpF$o!NA^&Ysku- zZiZdFiZ?^)ODs;G5+-U%EKxTUjdtQZ9*LC|b=tQ`)Q3?u>z=8rBmgCn>G1*Uv5lVB zzw`NH!2}O6Uk&oVRk6lDg(_qCmQVZtZ63ExLRx_Go zmXn|ZdVIX7TQQk5ZuZ%9-xpCkk6+(!mkd?c!YW1~z6`4z#_@fQ?c?Ru`8u@WhG=TA z+bT)i)z}(Y-}Bf}t>U{2fsMc_C903K(pHKbvtHhVlK*o}&dC#OztoGYZ{S$e6QHXx z(>t^SlLr)J?1yqie@oK`o#b%9pZRx_izr@Mg=I%MNF~Q-38e0PT=}&^5 zvYbywMx1KcZzp1`0$m|Gzf76&8O5nxJ@qZT1~Y-}X*7%ZJ4BLVpS}w9*(;j$sXIgt znpaCIUz_Ax8B&U~wPZ+)tauy?2b)Tve&hVQO! zfeda{#kd86?JqJ zsi$R>wX$|0(hj8d5>car`dT-DUW%eo&2}hi)(Q6HoTA~{eg;ofl#+s3ja=Qb8Jr}p zD-m&T*s|HA45+kWQem8adoFTv`A8^I)0S%0$3ezonywV;6I7ztySP1M+|ad2SXM@C!(e!}&<}oSfcx~JyYOj26G`s>BKDHMQyU2p$iV?v-Uv2i{hRh$O#m z^Fe8r6dBkLl&-SQ3-r6rfr8bIf>|v(-Ev!qZn6ctw@eEyMck#jnTRXTG&JQg5#_nv zM%0vR4Mg(sm)BE8lb*qal2KCNGq|c%A3O2J&2C;&f)ghD2|ZiiP2W*nMapGdn!z{w zxHcW2J8t@4g*U}o*J|u)TCZ~1sHC2TZ9NOrDMPPLMNrzw$WEn2;G>Q|vLYz#WTZ&t z)s?FDuxTfw(UH*f%w}N>2dK(utIS@u226=lXdsDqo%IH@h+$6&YQaj>_pqW>-@{7q zkvH0Fc#J|47Zr(ogDoT_Y14{0B@GfJp3~?E74f_mg~gx0Lxsl&MK0yjojD{N*7CNi zp7SZvra@C7^r!U=?Up@}+NY1+k&XO8USsmd@n6S_rAx;@LH6pI_Qhwiv0Cg)sfax; zy+L5Q{?u7$wn}&NU|~$_(v5n+dxMB~SZg+F)i$R(0kd1YeBb6@DG@7a7QY8Px6!0c zgQh44voLqnsN1W2=x64pXx-d|Om1%SwO)a~R=fPHlsMde5~JlobzEGL6>Hii*o4xs ze*nwSDP~AAi>WJ645z-hh*_4BoqDYULYjeg5IhE|%s*(lTmIE5s?1Kp;YbO2+i>-q zxi&~GkWR147^&AtRkXhZw+7vWs=5p&iQIr>Fqm0@Vr+v{DO01PO^g8qiM+JqrG>gZt$vS}{_*8$zc(IC%$0M^0nF6@Iyj3Az!s|!t^Mky9;2YVyS57op zO8Tgt4ftmKSG5sb3AS+21|eHj-l43J@;=*7*PX4((a;mLYQbO{wRq7+@uH1FLYoL9 zYnsrsCu@_|%XoHH$EDSaqRPS(HeD@LzQwauVU_5{4aztujkX)jVje26a;uX_JAs?{ z`gbf=gpZu6{#;)*Wic%!2zscfU!RZvEgb#4`$^}eiN4crg|pWI-bcFe93RXf@edxH z-V@r&BbeNmD!Hsgrv@i69yJkcCeS{dE0A~O-tz#J*xf0$y_k8MG#YLwVvlHrG)jXH zmLfe0p^J4#i|Vi7yI7=lT%|sEs6`&Gnio(F`{!9Uyk1m)oHgzXo5mmKhL15d_p^DC zpURBzn2F%>iVk@Ly(bpBAIZhN*t+8b|EODxDawnu<#u(s zl@Tp~9?KPr*5W49ugiQ8SLD<*}Sh85#u8G`hTUxyP(PjIeIB<&~v`!mA=qV2)s z0;By0ml@REdX}nmpyAB${%O3a^y)h8a{eHHbq zBwDo56SeKJBmftbybP4w3or~>WuQzRld_S$S6~3WR&2dChSx{qDJFj|^Y737nEhW9 z?_}pxWjv^^Q8{d*DQOWW63hTzrmwZ=8Oqg~JOgNRS+0y<(s-gzk(1vuMJvZ-(_Er9 z)AYjC?OEe)&w49RCN*9*H(o&@Zp*sm+8ACRO{bXrG0GW#E1qx3z;B7Ab{_HVq8W*J z=4F1fPjLA18Q_@?`qA8IANcsd^9R0AyvgF##O&MH#NGmdHSCK6p;)i*pqsWzDa0Ek z8}GR2NkDHM2a%uBhm&jaKMNtj!3KcF(U zvBhR@179~Zg}R-oX5El9?bJfK6=~8~JomcC$2=7;1XbJJrWx%>EmWjmEd3db0d7(6J z8a00)GaFfs2VJrF=~HYWRz9R+beMK zsDvZk|GYs_Y)TUj0Bv5b0d)!&@s;SQaw9^B&2SZ|+pQpVqm`s)vr8p_EmkPG%d&h1 zPZ?G;&rklRj)#^i=~y08wV9Trwxm#`X2}wyMm@4$Hi{xm0D(Y$zwGN=(CkFUi~71o zNP0(bmg6==0B7=_s34pey`#}G@%95Ssk-Mqt$NoxY?`OL*uYTj6h%|{V>GGKWQ+Fnwb z3OG~2P9W}uVQ$*;1ZOI`s!_X8hg*?-6RTwSSYu9Ir=Y+K1zwN9RTUuw*b4G3av$~+ z7zfA0Wy*S}qkIGao~J{FUT@rTiMMiE>hrj$@KK{|-0vYlwt?KwLuZY5Y`tw%`RI*c zUtnn2%Ot&4Ca#s?#BgU*tK$P_(b=BrCfI8@7br&~QLjIr#FHB@(p=yvwnjZsyI|~j z)QPb~JpxNGHsh6G&%}3=Ov6*VONqBTjQGRpu4KcKS`|k*2ESoRElF)XCrh#n0;y5A z)J;oji7updr@8eTZXgATk3Uq0%hlFfLC*9$!s#!(DE7S0xZQO_(YbTKL2oD4WmSo3JHfrz56SiizCQ4Q_z5*smm4i3%Ce94 z)%F)YNp*Gcpw^X<+#a#ZVe?$;gNt=^epRf=`wJJ5-k#3tt30dUB-JQ|U{BlC;Y3K& zdNyuBd(!HwLPaB?u1-?@ftjE{GK&}Jcos?Uz{Y2TexHo|1Fvucy*w30uaeJOzKUv@ zCI7Hs&(}Zj!2ocdAKaPTbD;~h+1wiPKy+);Q%_dToehkAc8oze?G$I99g5Zy)+p4+ zamXXl>-uXnS&H<6Pi~*3Vkbq`+kU^P{@bv+uvAIs{l?sAySU6$x%v0QH%R@vNu(2a zse*K#zE%~IDJVT2Q-rAGK_dCxslh|sojUChcc(&Nzd044-|s8FCj>Mm^($93G=6z6 zNKb^NszUIpN$q|mS~D=N1xd+BYbS6KU!NOd4`>;)I^-Mr#Z@@A<28)t9xr_`yotHb z{(-L>kKkS(^6;#*5A3_?Ov+yV)$^vJ9CW>`lwR3oAe@rjQ}yW9Js*$m`YdnbE575? zdL3yXa}TnUJ)0W`)$hTjZ1$K~j*6d~Y36=zCVN(UBhl+f!rGtcWqF)@FflzTIGJLT zW#*ExROXTkp)yzbrVgi+ZSo|1);oG^?YJMvCzE@j9Kb)CxAP<2d`Ic_1BxSvp(p#V zR#kp)*|6_EwOo(XVZ8Xij3GM5kc>S!xbBtjxMi<=Q>;hBH^oExFx&7_^LAIFn_prWZ4=%;aF)Jqg6#%-OuE6=sO7d33s4I>87j`V0@kf0 z(uBk?qDdyr#o_=6k$f2>NmoXc7|*z` zcR+i3Lc^lh%F}ActS@xQH+$oN;re1FENQ+tQGsssGDRYuL~K>C5*0fK zv|+;?C z3C*Au6#CR)(@l0Qjt{27fX-}W>6|qRTN&t}_w^k`WzY+(>OX|fv5$E6w#tp^*Qk`d zQ|3H-*an-odB7+vY-mC&5U&!>?M)r&cG}qR6<*`lpAEOdoa7A9glI-|vslsIEjlt7Q>mcYdNC#TS7;#k$XGTjVvrspA5!4;r{@BsCj<7~m?*xW6^ zUyV;D?@Yc6lJE9G-f>9njS=8h{RH^i3n#=M@x$xeYg4FUL%K?`zi+I>2GeCVfpS2( zP(7q-ok}qB?j2j6$ojHkfOlcIQPYpUa%>_3GxLyK>oa`v^_vS^RUx?uzIRdk-YfL+ zuOxui{~^=UA^f8vaJF`DmdsDSyS~t!Rl;bE+1bXH(TV^qvbkJ>kK^b(Y4irc}DbYt3c)&c7Ck6+dWVOKR)8a2c&SOJs!kT^vH6y2B&!OP!m=cG;;e*=upe~MJ!l-QRz;z%oCm) zlV9OI$o_$&8a(}JJAPvVoZYGBOhKeT?oLya*No)droIxrO&Ae(nfb$I624e+?pQ0_ zu~C^ExqB5f)$=|!>7}D3x-+Djt&_?72l*g!D@Fz6mGx3LkEwgh{C{t89`A86-%EOr zl4JaygZum@EO(aAFJi}ay>?txI;K)W>L;lGV4}RQqk&MBDBD9AeV6jJzSM6p43@mR ze*!jS#EqK%m&@57E@!jL*&i+k(p^y7^+UG0ST+>h!f#1*tE{NhdYr~ax1f1X8nV(@ zFQYt?7g1YLu^#Vm$DC1RR_qJ}vw~zm-f+AuP=~lLVafN#cvO9d<5*nwX2c-jN5xzmRqnVpq4g0-o(&OP7_JO=lni^-K$W&r(%>y~PVpYf!LH&TG~>HF ze`-}bsDrCBDTB8vl;E6ux>@^SvDnji&KPk3t7#yHP`-JE)TkT z7E4tFg;C2Tvfa3eIH#ZJh7?=0mbR0I`mLd&(uf-0E$-;N(Hfhx8todZ;Wp+w1oQ6* z{cE*)k6E}@y~?XJ$a1V>Nq0lE1KRVU4Hv5(EvF>5b&*&zNyPS8I>P3FC4SH^0w)^? z(zeDrVe7xm-PhsfKaxBSF}&dh7q_o?N7?X-vf=hpwmOKfZCvqnvnYDos&3Ps)9d)p z)fCsdh8(oIv?0`;K$=}-dwUSwB#@+uOz&|YNxz=4)3hWaqt4|+e5GTQ9v1f2A5>@ut8n&{j4Oe37bCG5{Y-iDZXR!132C5$xWBd{n~n% z%R3r+o2}u-ojw;52~XctxBc`@Dy8vY_Qdd);Dzztn0+BrYB*lC!Fc(({eL;%he@4o zDXycl-1X6TjNU;JD=xZt+{Jo`gYRRFFB9$$`5~1DjadZvGz&qKq}Kug(1GX-(I=(K zeYNp-ZvN{5Y(3L8UeVdZZgDGO$pi)F72oCCpmC!CHYH{&J;}A_TOP4Y+%bHwY&R<6 zB@WDAV?B{fR`tB9!q){!A2>!A6HkUW!ato7kCQ9rrLR=5iNqSv?&2Qr!7#RL!DIlJ zByF~q0+v%6feX0m8B}Wltb+b4S#qsigJV`wkkz);&01jx?d2_LV=lr8O#sIOMyon| zAg)S|n8XU~x=nk)sK5$@ZS6-`@r1EL&5klY@P}UKC0@(Fu%GJ3c%dJNNFX(cq;9IjAK#0W|%m1~nQ0t%x>6N#Y89_2EhK<#a`K z5#t_`KF3ZfDV*KLE}4!%K$cXXE%lx~6IckW2NbX56`}RKsq7GT5Vc@7DbTFCb@htR zu3>CSM0YgLbcypdI2b;J**7XKmo-R~H9?~`SpY4FRzy1q1>G@gkbG_6G@4&pFg7v;b=Pmoz$& zb~fs6nM!zivBH#W#@U$-VMZft!k z8K3J`y`5?DQgdsj7i-!gJqG#Vyjn1fL(^D zLy>JF>%j9%M-aCD@RslBA@#hkIrHaZ%%tm-03$vjE0r5D$z-8bwm zE)~vL#M2)5Y1n+bhHZNyW%8^6onlr%uLzVc!oxGol^P@s3{vR&C@JMs~1%M@4J4jR3%tI%GQm zKzVLni&)hu+a+kuE3>Cb+%V42Yxc{^C6|kn74nwG%!LWJd6PBmYsDdmEH8LD8C96D zOpV#&kpUh=5Sr^zbp^|#7;!?OTkIM%zajMIWkH5ILGA=j=*X(NBdYm%E-P3Joc$VYAH?mT;^QnN z>gC45$al@u=XuBc$^h2{`t_$^ox&1`^=3FD?*^!a<|}3SQ!z<8l2&D7iF;z0+Vyu+ zo#O9-b;CiNkETV*Vl_qTW2}FaBhVlAP3TI9W<(ctw(hLQ-lF(5=Ut=j-jSTUV=0rL zX&*lkP$RIl#n}Uap);lJt=qH$l~&s}u3S6sx}Se$w1vCTA*y~lX$`$@eefL~ne`j5 zq9mvj4^a{nnx6dwf2y5Ub!H0Wr)sRm>(l%W=lJ+hjI1?WWU}f<_^yf=V>w98`Des> z9OR@+#16D0FJvkP+v}8qLdGKEipn0(Sc<@`TOUnSIF;)13a7f|*GP4RQ*A_E;Z(|Y z$}|^Ihxx}qRh4F;&dg$+I?aH0n7E#`8>l-PXnn~;xHsJ~FUzXkkyQkdsT;-tg@2WV z*Nl?j%n|q$36Ogo_t|2T;Lc@08Ckh!v6RD#)O~{j7s|U4y*`+bk#nBkh;?+n;iBA~ z{BG_CmAhB7c~8O&oeV*!2>s@W;~OY$nLatt8Jl*8=!U_F6YfNI$2$Z?}pdm0IR`!vUKbF{{xCF-6}6( z)0jaHGd^G1^?%@Zbzb&WuaL(Z%&5|9?$(Cm)aKTZfEjSga9mz?s z{&c6uTV{uwm<~=m#Dp+(3Zs{#Kj*ShCaZUd#8KR#73Jz~&SJV9R2|D^GBT2-KG(qrZq4fJE?=F$75L|K8M4W!7S~R?(S5I&*_dfQ+!SbLy@WB zk_hZDe{B&hNqYu8*OxRxd!zo?0UbCc+mCE;hV}zBg&oY|zRTy@(3D4&(lAHI`fz;m!6fVo6d%Qk|v!KFC{TPm# znSHGv^bK)Oo>%b94%sj6-Hy3GzW847kNK|*o^~Za8)U`WYU6f&x;2<1@Ck=ca<^c~ zIprI43ldkT`J1d>sN4HK$=Du`B{+DHpuPT+d?&YBHRD>KH?@+Q{IQ!NT?I%jN4Z8z z){M=c2c%DBgX_F>6^RelUtfAt+MRzy3vsM z{qn~!x9y)#l5I2l^}&98;Qa&V&exyLw|HJ@YEQSXVXFn8W%F79AR7!Sj(9`9{%O@> zd9jR|VA2D%e|=@+{`CbIt;N5tFxu~MDnE$SUpOnyd z$5T~py!P-7i(k!;@->6Y*Ua;q=zgT6^9!Zw{DHR*yxw>Wj}P*NJwE_$41Wk$Gm~#5KecM6PM63QQCa#^d1Zc7UYWA2o?XOSR)Tn0 zvVG{o{L}ONAY7C*0Q*a-G*-4=7D}*Eqpm7Nx=Kj;xG{C&nQ#4wl)SC+$TuGNhU4CN z*qbhgN$*-Fur~K4!AGbt8n~i1Et@dGgT}E=KzoKRxiL35 zpjubKvx*<1ym%FxMZzwxmbR2WE28;f9DZmv!tSso?8VrG)GKqBU$NB}Ol2Bt%=y$? zTew677*$eUmB1p8@b-ac7)~#nq0m#UZGBX0Q(Zfi;ufTv5MU=mI91#hR$5y+2i79$ z&ZE&MwcY1HbOJiwX(ubdEvx{yxB}eb5^fUitj{`x^*>kOit}|2HpN`GyR!vnF%qv6i2ab>C;F)cP=ec=678eaBXt4rDl5Xf>dcYEY_XSrQN69r)lSTK# zHcOgtf~GQ|wIcPaq7D^RHQz?0lNwz>*&pza zx?bsV{l!7jHUQ84NvC{B1%k>oxRGxL(n@^m0>1vyR2n=N8j9Awj77bB1x5H*QBn2; zloM=ayaxKGiLaU@ozT;PW8Ji0|*;|W;|3aQYk#$;zUWLvzGN-5D2UQQ@=V;pN@NwgEx8S%u<1q+Fa0P zeRP-ARe%8d&9(^-Be0RQtnMTfIH8y0(d-glKoU+lmLr@#_XX~{)1HRg=jFc;n{RuA zC5bKbkKV%GoU15%;b;ppZ106fp$^Y5zqDd&PR79%C!aQO#i^%{KwajjT4C&De>$pP zC@j53-3u1JqDk|Ks-Nb*Hf%&CR-}Gxr7eZ&AWZ+UK9SN!wK<-C{39Yq0mWwRUKEHc zp)(U}3(65avSjUsMM;`1zxJ6`<`$s59pNSh0vC+A6)O)xJ1ri&Kst zvEtm{YBpd0UsU(Pz$|Jq7#OFnH)yobwJ5U7c^qLz>^@wY9{Y|%+G6jad-=2~4#QU0 zIqzkg<{>oOTSHN(ci8~eO>7G&(EJO?J9Vq(LNw!k8C^Vhh`OpQZWR$VdKrnMqA21ajqlFpjpw*#VpnC$t!kn~t!^STY|2nlU)u_e4PGuf}KiE zg#+{?dABQ4r7(}*O9jh4LDK`9?n`T>cW(Ks)2y?`Mrg&ziM)T1bL*YCcQz)=FNHYH zph2_OR(imDuwv@q$zRuiLAAWwF!j@iXGy})pAA}l;;a6yq5qY&yW(^GUH?V=e++d2 zXgf3o+QfHMuF`H|ReW>Uo)>G0l*l4)D znvJrm;cV{(Teb)nhei0dbTi}i6Eb`|g72l`b(d@bx?!qiZIF zgDV1SsU?fu!^$> zCN41h+6l}*c3q`}Ef1+Wp6*!(IUc?uz((@5FPtXrh?2l{5{LrZhfSju7&jESk-&`v zwy&84Nx_}O?Wp}uovE+(!|L`;H#=YTi@;vpYTIDK?VTABx(jf2=dV!r{f>$#XEi&< zJ9Si)bAUdtH7^%j)f?U7i~UI<_LIH39uvOurxT!n(7k(C$>#J@!EMXQu@3 zr+>tYO;k5tU)9n+YT`ahzQ)fC`^HR8VSwF@_B+TM{11csZ}yE+UPmr z5VWl#ZJ%VI<7Y6cbPHLWuK3GR0ot6-MU?n@*oN=tCZRSZMXP>Zn(0V1(>1Z;>r=%^ z)uE$m)!z&YurK1sjk7b`G-PT1Vkg#Ec3`$tS@#5d#DoCjZX z&3b}Aq`SIBpoIg=+uP;_8gCu!8=Twcl$PtK2H$>- z+80_e&eUoy$oBzTI1wc{UsR?1&rc;r&AvzIVB=XZAb)6_JBBMpv z*G`=C`&zIHaNM9=#~)OE84%AO_$yinSA_dScs$hc!N35u%!I6GXLw<^&$hkFZT(Cz zD4x(&b1wt6R>nZ`vk9-b39qs)-1=Z%vFBDdM&k`61+184)(K7kVLPqXS9C!Zyp&u0=IZ{6S@ zyA;uNJPGI9k8)+%w;0&Ja>t6iG z3GHa5g;R*m8jtaZC5!#4`+J!~H{UX;Jx`_`wA{`#ZnQsLm75_|klD}AA^JlfHf0UwNBiP< zO`g4#DaG+K>b|Rfb+6$uC zY;VwP2boNTS$|=xCY_B*C$+i=+yLf6U?uR;(Vv1_lE{<>6g960mam3}I10Q1ng^Vw z>PB}bbRccp4FtBk_W_lcxaAG3ubDg=UWRC~n%1M8!i@%tPs!F+%Ni{xvBerFncCK4 zdwr=vq>YXCr8{d;3bIwSihdnN5?pcIU!kJ|v!X?|=m-s>G1_6-&;=zXqGYOdA?KA5 zZMsJmi!)Rqw?%9>inMX~>V_#&_h8x;!*|Zf>mhGbW#GITL>#zX4-`FbY7Z7Z9ca|% zyouxdGY5>E_0$qsU39Y`l3%@ zmL+0UyzN$Ozeqcf(zsa&I-uNan@HT5cmVN8_q>T5YSKy`8EkFjLLgboMm=q^rG4w6 zs&r7IFEwRiJM@@un2ohB8W;Ph5ZoB<3~Qn5i0uD4u_;pp4Xp=_Pjoipc9=nU|G>u& zUgAm$2j4;F@>4}X<6aG5a?$Avj;WvC<@!&Q?bFK?IDHfK>B_{Sns?`ys;@A;wtUpQ zS1~pQGycKT{Xa2>{;S_6N*5eBp#RtKHBrDo!l!z)W`8P3gL%;C`ni>aPsst<_fu9t z4Q_eKBilK(*k#{O=>f^TC*oe-af>YH6ib(ub*dN0#{VVzQnk_n|B$XS`OHK<%CAwX zszI`Ir^14C8K=gA#OsI4ta*{uogxjI{rX_Pk^OO~h0BEvop7ole#%S@{UT3+r{0ph zvU*Wj)=gHosk+%y^i7p7ZB)*67+!WVsT{*J?NGZP&HKAF7<>g=V!Fp4_k< z^Xfo4J8`Xa#U@b;(gCy(dMP=pt#3<2%0jh){cS>7@4C1A|M*E*c@|&$$@*0q_m!u3 z-sGP!6;NDW*`{7MiqxFtk!#CRl+L?TMX%Vo%$HdDCdaq*K1%Sa^>r4C;!Rh2%aAFb zCfYoUv_fwf9c^j}Rw$u7e2C8yOfet)8873b@%ll|mD|qJR|)s3^iNT%w?Y|199Bhf zRJ-FfKUu9yJ)?VPMNum{m6YPg5vbLi;Jc9T4*9;WOD>hhjjDB2kt?M_q#H>W$y7F? z6Pk5<5R1m?pUcQ4o(0pAQicnzQlM#1av?kA31V8I z1Tn4XGww9Ctpc>}abM8xkDm;{OdzUxph(RUBBi)HmOQHo&^wc$s*R&j`nZR$ z@Xgm{$}ZA1@0k2w&Nt~Omm{?dz_@YcoD-FwA?EJy5|y7J_(SwMKX4YlH70Kh@$qUd z|08`tJSxLKYl-r|Dcaf!j9C5X)qIumM`uaYlJ)cncU20|Q`04pd}0B363``GL#cLp zog*jw$v~HMg-6ZUGtep0P9O?gC!!#5eHj<>e9EYlmQGT(q~3jRKu_Yeq<4mWt2+)~ zpD$7T%ss9u9jP%-_NMj(XZgNFJmCbszIa!B7l?Zn--2}hY+_V-AVZaXJLyoX>lH81 ze08nBN2H-v*NU>EL=zNoJo~$wHiCtg- z_N%6<*2bzl?HP@mX`*G?8vNPAXSF<45_OuA^>qYIEl-zNyJiAAH9E%EiG<4R zlpGhgEt}AKqoN#mUMeK-X|$@F&aA%omNr1OIu^-mzEldemgZ}#XodAh+7kOBst8?9xDudoc4`RWa`Z=y*oxkI0^&^xQLGdhBW=tYAMI&UAC7?6|CP z;q`8R8M{m6N-t+A-E4n+uv#5%@r=@3`xb%EjyrLQdcgze^w_!$Dh>#k|yZCAT@fu z@*Ma)cVJ0q$#@Q_KieY?c!wZ#I}a3RV21IUOWSx-(8x`5T-sF4gF(%fhUi9g5!$or zik(IcRfROEnACZ|;Mn5Y1{t>ED|ly`{_9TH%`<$>xgT*v44kIDra(zlLanG1#`ciL zGge}qm<|FrfISg-%PJwvu$Hp4bI z3Oo}DJYO^Fs)~eDca;c5+NgzT0@}#>=Z}G_utm)~)4XdXA?t!I&w7tljv@o^F3(V3 zk8$N1=dp1kh@YrD-lEPBf9+%k=wl^2lzeovYm z!?#Z6zu_mk%)jQr)q`b;8SyAy9GmzU+Q-1b5`PU^{K>LX5R^=#i9}WwFgny`t^?r& z!cJT*$BE$Dp+(DXBAGto#4EE~bu0GCO)ktvM#ke2O1KV4WN#vPO5a?65tSpGBaz$Z}F2O_dfqMMq~GtKE?L;oah3?Axwt7(`xgWz-dW zMFV#ncb}xKw`a-*i$ZglPS|6A>EMjrrS~?Bwtwb(+v**`vDm2|5}c8UpGDPEIw{(% z+ih)KRGG-(I012csN;hG2mgqRhP&YwpA>*xa}w{lh}cdHH1V3)vfc1idHCE*{lQCo zd>|X|UY~YRS{9}6Q=4|_Oyjayzf;y|L9`;;Nhs>hNMsleOf<`hM!vp%}7voi3*3bRA19d2@S(APKOxgI1Ll4JFL`o+1F_*0* z7Wt8dCgykc(s}x&J&-T*6sIb$you_QX3u!te%SNtsCjlM6gj(ybXq`oeR&mVN2i*y zp6{3lNb*RK8pr?my}!sP;vbr(@}*87_3wy6-O)?h@^F^XK?3yPAjP+4L<^!7(N029 zcg!IP6}vlXGT+O3P#NZ~T3rM_lvTJfDN=4|6A4;fWD+)al$z?b$lH}7INPKk%{HM9 zaGUDpVGvpiq79mLW12c;De%pj^hD?i(5{{(NS!(1yOUxmCF2UD!!F>$JYYA}M4C=W z(n%>gAwegl=cMGEl$sL~bLtVydi*k6XJm+x5Kz<5mQcUt5Z4tEzUq^uP z?(OMbzJVxkia;CN+9xr2vuID{<^?`qF+%VV6hfw0V()jR-q| zOLOfDg6-!|n<{&aB(Ax_kk;H09f(ds>(IKeX{kZ2ew&yQYZ9}-_6~tfkAYToJxSCL z^YBQ0bfUH#=6ZD7))w9isIiwxeEZg#>>KQOWCY13Mn*l_-bqV5etP>)?1Hvj?q5g| z5&O5Z%(3GtGU8KX=CsO!N3><>RPYMBoR(x-3lKIU>;x{!)jW$(ocR@r4Zxd=Ck zN710xjd>J_HHn!=Dbj^Kc2i?-qA9ngG+!X(F<+n*(6{cSO?Iidojp%=7zf$U4`kfd zjf$k)4y&Zx8f_jem@)4*FyAcM({>b)3tjd&MO|R@L+D1l{b*okkzBqYYu}S;$;yY| zJd(brljN3=M)u2hb)=Pv)C-&T5MNc(HIu&WtXP{+-DD)hdAx%q5`06muZ_fOu7%31 zFZVw(2{__Bb1V@!;`sw#pg7Cv4V~YG;mR<~uet}*Dz)9=2bRcOm+N#myzy!eDyk10 z)^VPH2SqY|&DYK*B-$4+?nruF!7G7%)(E~nF9fB(?@~InfdLdmGNaf7?;Cg58%zbd zIdySTu%>@P8T#!u`z&iA!Hjwq2B|*2;ndKl~8=>=g6L+9$ z>o@hbaNlI{00x;EQxW z3dq`Sw!#+)%v_OfQIEZO6r~(Ji>g zVRHi0xdB{>z)T=mme)`c!tO+b4G2N$=H!G6sE_9mE>6;EOMcI<{zPHnLuL>-ShOd* z$>Mr$OI49ATeYTz`&`u9XDc)%T#B7*Z&?s( z={BwAlU9Kre2TA1y(NnLQ5{kV7ES|$VkhyNvbYiP0AdS^0hEoUve=Jc@*yS>Gw+@l z?$mTA!7T35&=m(xsu8xRNey-l`Xe{pn+f)6Ax09+SsUGIn$TXs3p1~cY-T=2Aulfh zU4(YjQhhvI;L!Wl+P4E8-Rj8N2h~vtY*P94b$j6z@R$+b+qrM~zUVnZiZ3}7)SjI= z?Am(}q;RjbjsU4<{ACxJsZAh*9*_6OK%sD?r8nEY6Tu0T~8PAN2 z^651_9;1PEj7Ckia4x^~(RGZDrB+Lnlr4$3RHHqdMdXkqy`rEGsd(+=s7lEuz;5}w zl6tVw^U!^@rTPKGi{>9SMz78`;-zY-?IWecvemo<>yK1%fIFa_7$+pnh*EbN>(NvB z5k7I08V_Pm%)Ng|*ZT*)Krt2zDHSs+ft?gS7Ld+Hq$?BY22#&TCmC;Qww9MRT(Q2h zEh2tQq=&SNOrWCe*2)G@f2LF@I8CZr8Z$4bZ?c~8T2J(K7@bHbfuZ+#&V|$q4Rge$ zYDZf{1u|<(fqn*1bx6M^geHCWUn#Xq)nWZooS~VT`3pib5=}UOaA~YQOoh#Aumaae zH&5J%P71ULEr{ARwM=%OUef68_ax39&63m;LC>m~RICfK_Sgp9@=OeO)K{6H5`P<> z@O8It*{_0($x31Y@qwhx~ zOo%*SgzGcSM2_K3Ls*9x!gm+10;T2+>H@eD_P6F8t4ss#`?(JH?Lb_7Dc>o$8{nFl zdu<lDW2lj>Ojgz-ZnAaJHvtA8W0vmxK zt7Wtkn3w9-8=d-Sy{JmvABDPg;KWbUV$(s?naa#L` zO6*Z&{DIxjW`4RFrb0~fVI6<`L?KW6wrN5=ZS1=yF`#>pWr~u#cMD>y%pYHH#^u02aMe)GzRAPHQIBmtHIN+9 z23yv2tpHZRJX#0B33_YLi(Y`RR{|Sw1ySEA5btUev^j2R<23JNJmV2b?X`h%MOyCA z%nXA$tfa9`dfJ`9DY@3vprWXj2{j+zAEY2YCrfhM@yz)rCqUcaAOoPyoJ+wIc z(Rq|Px~HPs?9V4u2I7lWEdhzdy2Qrgb4q;a{$Ej_yVI^7w%Hw~_?Gz^Xr1>Ts*KUBNUKcq0PG^ZN0`o&-#hK<-Z6jS?PSMkid6~HPn?LheGM#L~F!d`%| zLyNrv;ebB&rZKxKkxUzbLvx)V%}N^EB+c#wPRZ52iHguZi5gr0X5A6{9%{l$-~g`B z$&8|I4Vsgy$^lM2Jv@i;WnBLoEiS0(U|dntu!!vjus&c>p0%kBa(^TWo$D)8R-q*Z zSCwS%rXI?zw{U@T+Z8%Ho`LT1e8rY!ne||-1%jPmCh9;h{7Rho>)f0Pjln;c+&yzaCoTus8zHX#JTIQv~4vTo|ql zca#i!)e0!gtI{gVv!K7jS$*>r2sV2b1cI_B0d+!$|4LV70MSjaLWrEc%OD~>DLs?>!Br}EcNSf(a_sXL7ixI5vjY?deLgLR<#$G= zaq$`e(p7nOdw^eeGt~M`8q`8B=~bAWS}y;zG4Davm>V}u-<0us_Z-)5Kcp%oOlxFM zTI~ExupXCvKTDFh>bn9*!*BQaaaL1?n(2vED|kY$UoF7;u0JGKEsOswrphta= zs;p=Otw)k-bRmkIZ4#=^+EIiAy9O;KWZ&X6?owjkT89d|7S4U^!cbjhcDN>@1h20_ z-})VR7inhtEluBi7qwC${t#xl6578hvMo+K*;*yc*e zYPmgp97nu@Ra|X#s=-d+);+Oxp%C_3xJ~sP+6RkGb;=LT{wY(Hiz-y*DvIFsqT-lG zs3C6v>jO4*jH9IHDyap;{E#kd4 zb;*xQ6z%SMn9g~LAUy{rs!QiUL=jgShI8a$iC@&qB8k@5cxqEe9vUtTSB5)EhP`Tq zG~!1d%0SMU$EJG@1(Io|KK?af= zH%tz({#aL2+j;d-OYcAg)tc*TnM3X8V{kP5K8$xBMn>J~({uLnl9nb@{c%c5?dByd zeM|l2m@urfng0*zy%jr;_X9;;*K13(xFj?VRX`+ZF7wreh=zkT-WfY6o+yj<%1xHV z_flck_i#b(ttIZu>{GaO_~3%HT$*Rs9jvE=B4w8nWlO4-VTdejKxZ)NNIHSE7Xqo# z-l)-zBCRYnw5o=hhPs>+kClqkg9VR8MV+L+B{WXYA~$h2w!>N@x8XBiZ6{~&^0K_Mmf@*qZ=T&%k3TB8sg+$`=jab-BV||dt=f1 zhv?+_Cz@XWnT4V#thBDtb*m>?fpq*d_sfq9RqWeFc*#VNE@cc zdQ2>iMXR9DObWG)K3T{b+;Rge82M%1;#%LzMy%AgW{l2wWO5_}z40iC&`M~{71569 zK$K*z6=rcIe_R`U`$s1w*H%bTeUf8&O+AcG+axjcb&O1u4ZHIQEaKLHbOY&+hy6!{ zZ$$9Dg`87m6uXG#RL{2nv@faTYhTJks*Xm1cp`CU-q+Vm^S-{6M2v!6Uj`t)d@~U5 z8;$*^rd&_6@h4?6jQY6N?f;SLDJXJ0`rk=hN4SmjJ?5yZg&WDkAjB=5|ATjtK-PZI zcJ5&g*>QeQUSKc$Z_^vBRR zx@}h#hNQ8gS=y%U(B&O(%mDT>FgLDB!Q8erL^YTT|GUx?NhI7b@*JXEjBB#Aq$-_S z^Q#Y$Z;<%6U(+69pXmIhb|nQ$G-o1;wi4taCGzQ9K=go zS6^B2w_)oY{iC~?qn@?SO+S+7vg1$7v8%uMKO&aJ8SJ8>S?&f_9M1yn_wriCUr2r4 zw0e5O?)O_efB#Zt4QO6ImK%@z=xi7BCXdH%zAnFoW;=iUpNO3~^ER~=Z?0~)J>yGE zS58db9_rEJZ!}QvN46o}w49#z+T%bLpYP&Hi=IyVHt8Os8)z*Q#hY#7Ny{-N5sKnn zioWjk{r-kapS`R-&*GrkFaoMHXD z_M9qb^X+fS+VNKBvAiKOJ0H{iyU+`7vmdt>UCC#_9wQOErDGx`S}NK57fJoPvcL0H zB&I#R5@~70($S&?&bo8Nd84IJqx}daLiCSNDSp79Shq(RE1Hh&QAbWi6o+#7?+C{` z8|~b@o|$PRawF~ORlL$~qv2|=jn1vV^EGu5j_u7?5socK)8YlBm3TR}^FisNBAfOS z?fD$WLpBGi<=toe{an@&-*9L@*WS;iz{hJcBJmHYeQi?vepfoF)cF1dWZ#`OJ8ciN zxc+QUWR4)*nwDSThp3u&Yc`3(dA@&WRovz1&i7~ID=vC~^k)HA#3Ptvv0DV6oYjIz zpF~REA3Of>EGYi&=Tm$ve^!r46yTLh8N1BY9UqTDv^bvIvA^G|_)Ptn;#@(*u0>YM ziC`z^-sw799MUaSKAv?@Y-o0J4u&?KWmf!!9nV>X7_mG*hBTu&j%TI`xav`P=g{Al z#RJcqb?~_PnJ3}^9;ABKCE@32{OkauPwnXW1Fs)==P~Jg^fKNxMvOnpoBxYHq0uVh z$ilZMElI?W?M~m@ijTx;!0se3lP<$l53U8~_lE)K)u<;0`^ry$BGG4|o#q8Rs^3a3NTM zZ_7Lyvvv}?)r#b;b;MaEn~7Q7IVGg73#nNxZ7^Iv$Uoo@_EzKv@Q*3LLuNGzHFam+ zJa^khV`@x%s@h9DvprO{mXF3WiaybpCVQ1xP^E0OWMwgc41LS+xOp}~Ec z43Ce`2b*`P>~rka1io!dZO2*k2|%@7N7v*Iznlus`;1Ma4e~eh!;biS%U%BXy4VRa z+QMdA;K|cE&s*%bRkt9RMPJzVLNmkJw-Fue=NcMOM|abB-qwUoTT)Yi8+NPmSFJ8) zzCU1gSiQ29@wBzuOd|jKK=4w+ipId8rH}PrV#krbKItFQ)%D@?Q2Oy9eEwL4F}`s! zSgio;8slt|107o}ycGJ_60qBoa#=a+T?np;Vg2nkxH7C4QU(u(7j_JMfK^>d$eirl z@f>gPOsDV_G+bvwJa|XhDwFKJ2UJsAyC|yLwxznUP%H!sy(6Gh6#;2d6p<1jK!8vZ zNC>@HK|#bq5ov-_6_73+ML|J&lP)41M7s1l*GfX!+yC5s&U@pHH}1F@xJcHV^P699 zb4A3*rVmG2?%5G4a743NuP=CSbeJyVPudmX0lB`QPmC`QS=?QTWa48nK{dxtU5#Ht zm355iwmw?U+^R}Tdpd(q$KOypE7T=r;z1~{`|OdQde>f60TuDO%+18d?~>(D;}}{e zN0!fR=T@(U_Z8(hyWSU^H#wHWvh7*J=Oc9t(>@0^oLqR_I$1?%icOaMd)3{(;b;Qp z`VDEtd?bD~EDITL^H22nV!|`}N~FEM+{w)I^N)a`N}kB-u8tcOu_wePB)&OYIewS& z;-ItW7hno#R$d~SnP6Q!K3hkII_&$VU?^Ku7^YoqG`k?=C98Uy@kgI2o6hjAd7n#* zSJ@{^2FnjwP^GKAHfi=5u=;#>V7z~8&4qB68|kK>B9?t=)QSwXwP&vVRCWRfx8T{^ zkb%9w3=u!Gd=z|Br45q5+2*332JMR9DcQ^Us3y`yr8?rY(|4&mQ^wWXPOE>D3Z2?s zZQ8zIz)0uhZtdPRz2)VQaH_|)OwXUmmt3v8yp3xNCGYe%+}`IQjQZJ3tz5qAn`UqV`yJN1 za0g=P+Yg%)ur>j)(cfbUy{{991tLY37kcss1>0R!f$z^Oj+AM3-kn$+zFVMPW+%&CjuCyI$gF^uH_LQ((cy0Kh^H`0jP-tt zp7D z*C`uBeSZ6?OhH`U)_Cb@>EYwn9m&DEVy9j?{*rU>c+x3DmqDv&YD!=0e9Hcj%?sqI zdB*A}|FLRs!Qn^ow(@Ug-~BAlJZ$vKjK_E}#Yn8Iqus}UNYHZs7RAL{qK#42W+C1oj;WD z%WydM@XjhQE(uNKUK%OIyxuktR2EYHHZHej%oG_`Ue35*`ds;2J} zWxV3kIzO|fd`Q{;PMF09oq0BtDf!aq(N-D7)vHq;uXZz5|Ei8Krw$+8?!x!8XMV^s ze}d>(Ix=c)sIk4U_o!pbnV;JC)zu8N@AzNmB{t2DYZtw_6eO{u<_S%ge#1MrZ9Y5| zq9|nFbl60Pj9nx5sP&;0%R=`H^al@?S}&B?*ABHN_8Q+iy#MjuIUB^x$^$>k@^gB3 zl8OFm*rz@3J|C>!>+3y>DYFfk71Fkg3wp|A{v$TMp|SngO-ASJcPrbf?2h>gH+|Sy zZThKGK2V9;5hElthl$RqRX?Yu?~klAYyaUFY6`v{FiOvAAS<(lm5z-tGJkWqd?5by z&!0@SdH1)0zdi9fgL_nsJv&@P;I+&ZVJQK7&k{djk<#~k;*rP%TeHG1s?PPLpMq06 zsnpf5i#HbtTW4=)bblNbAC&e}nTx&}xt)5Z=%811tKOHs=&NC}{G(;E&9*kmq5fO> z6>Uy_sZ{yIUbc)(I8vrNq%nF9({qxCKRnzWak@j0<<)X%X+#fw|3OsYuBbzA#7_(2 zuDDAM3W|((jNf0DA*k2hzld;B=6Ejb>`}7UhN(-r#upcRIHlxZ$_a}P)`~vj6V2V1 zqu$Vz23OcQ515?lux6o~d&*d?Y-CxwP3_dNF@*LfA`kZpsdjaZ;#^veGbRN7k!^V>VWwMSt zrvLP~qH2f|WZB*kB8kgnT)BT`<-pG){KpD%FX7)h_=_04WuXy&b6?=N&%wLY>bxv5 z@&@TlS3^a3sSk~p3j zl_DAAtVM^tlJ4pE&90IrL#wUac;pgexp;a@&&l$}tBx+Au4dzw zckW#L!DyX4bw^3ScJPctuW^Qd%;yI=Jj5>_nDU-Hv9K-WPa`^EPZ3HN9(@eWkmzAA zbpzj085MlsIQ44i0&h-T`Bt6g-K7gphDxMN_bzUW=_^5V)hO%ycN_vDd-y)O3fcE1@_ZYt*}=>`%EJ=WtXZ~c}71I+wWW#>=+Pgr0y4$s^8(A zzkRFL3j!O@!Bf|0c#prC&R6_yctdoxMr#rC=D5?T0t@$YcE^*QGoyO(&qJH7LX!wT z_ToO=)=POO>ru{opiB7#ar#C}L2cR52&M+U1`LpnF!zYr31-O_O}Psu6}6 zD|2>vG*QQHDx3@lfBm>|SV-}&@X5w!4bLZ)x9(z(<=z$T7;UL`q=ZTTTJd({tIw{` zXQ}(1M0``-9}=3|xv+JSKFu-cNwdNMkqHB7KW@V_);ePJuL7?{+qZIQby1yX9FM;E z;~j?I@}ibzT^?QJg>e=SA0Il#>Jg1UasF9cGG+efks&y4>bKdGJ&nT*U&~t>My_O} z8oupv7Wy0!NImeD=*%&|_PW%}_K$n^$EuGe2UXFQc|7>C;1id#^~3plR;m`V7`hvD zrL!H~w@-A*$PjesG5Y!(jeDPF2WmzNx3b@ER2w??^iMU%AbA&Vt7BZAD9e;<=Z-CW z6;DbCjS39>+1Qg?NB)<+jeyG_)Fj`Al14uBnk{ zyWlUs_vYWZ zS1!HxJ+E8P>QHr*$Nb9hwH-7IZwSKI_Uzm#a`X0?gI7_n_OzW5d?77ird{efvx~`$ z_bF#p-~oj~w$RA~rL#*buUdQO;&H{?ktv)D10xNczgF-IP8}YFR86k=hm3r3N@oVJ zne3xRJ`JbB=R)Q}DxFW!Elx%YB(NN_;m!S?^{h5u(PIC}KxB}m8!4Au;7hXxm{ z1A?Rm2rHZk0pWykutYdm;?ZaX!4zeK!Xr#j1PlRTYKg*Hpb7j`RA+542rZngEecDT z3~7%83hRJD*&x&b$g@faIh+~V8G#~zg^ve>>C(JL%Pj%T6z{U~rrf7r{ z4sV7)Va*U=D;qQ(fk!)_Fj%lZ8exh@n*n76h$6J)&z@J4=eITErvms>nd5P`2veM$ z3j$+nhr>G{%+P2%=rd&mfHHN!041hOki!wN4rn}S+zexGZi6wQj9o(86VU)iHIxIu zkUYm6kJ=1DfqVlHh0vrT?`wktXhU~Ysi>&T(B=qRG~NPjgh$(;TsU!fj0FaZvf(AO z&WuZf3ISe#0yStF!VE*O!eIdW?T98e7=k6*3_+q8WdV3VaDcdg!2?2VZE;wHhL))4 zDM2#d_#rkxz~m6p2vvR?9LkJSmH&dgmb?H525UzIHVo#A35xPCH%Qp;@_x%rx!KecY+MA>RoaEX19Cj#-83&TI13ZZzsIdbiWKI$` zznKEyxZx$R2y+}zR9-BknWUu{2ed7LlM8_{M_@f*E~@fl(P%ShJ7{~b?xcheuc!o{ z5U&_?5tk710K$-W2K#LgKN&kd63GyXqz%ZTSqBOUK%awTwge6&v;zg}wVMDwWN2iV zz_I{e$@WD+pdHb87Xu)G0u(`nn2`r1Q@Js1|bQ({^njdFXFIhUKFnhFN)}Zvm#=xr4>*%1T+^vkc1Hq zxG^&{S(R{hFlT{#LfLR2N&EnQ$rfz{bA*>9Qql)N8Hr6KHk)zrl0R>-6i9jyqDBy- zHUJ{IB?wn&1|Wkp171mjzCHt*MOH&B&H=$`i*g3sA#x$45VjaBrxmXw7f=oaCk9eU zD_E#Rgp@P_16|;;e=rCF3B5Rp&>Ba04LluQXvGCc;W$rmm1x*v$iV}qn5?~!cz6+H zq4Of3AnyQ}LWvBV>wM8i@*)IbEGP^C#(*US8UoNgV742W!?S@68`O`?1JX7SeE>;y zycrsDV^|y(2h7U`WoL)MT2Lb0Mr0v!DSFQ%y=F}tlu#drEP+AtkdRyB8ig<`_|D&y zawEZH_&gL-{U>m;_fzF3`&l_6HE* z;Kf09N=A^2GlHEYhXnk~gB(ch08St#7?HdgCrRMEK%Ax^BSAs2eLb3Lp@{@E6d%O| z#W)BE2PYhYq$Z9i8zS%uP>O?bz@Q1RYT?ngKsvAox*$yUfNS9t%ZsoCOeAdwI0gk~ zQx2do8#bo+U0{+BEfi~jlvn)ZNq7&^ddQ+VIdD!`5N*vdXd5#E2$-k1poymd*W_@v zz*iaAKfH#=s4m^4CETx7!z`XJZ?${_ckZwY(r&7p^P$p;_D4;;nA^;=^K*DZN$kyk8jf(>*0eymj!*2kbP4b5A!xU``c?k~W zrT`C<4Z&O^^fHNskoKA(KxPTTEW9Zh0X)tL+Fu_e5}KSsTpmya#RKn&B`GK5@huSm zUo^taW1UA>z@dXp9~3a$s+L z4yB7qmpOPXc}0*wxAjRdN!}2SqG&7;WU?p+^qM5daDXt@V*!YJcmNKqFCk2V05KSl zgMkGEF=c%&JOnWrU<{4uW7d~IV`M8rL+S#_K%WC=1M)MNDIgAlyBuojSL8X!Tmqjh z;kQr_LhGLdR8W#BlH)K#z}XYD7n$+UF3^jV^8h^DJYWuy?vi33f!7|worC~^Xa@=< zG#-e2Gab+hGQMOv=o4V$L+gt`h{)k!+W;uQxR8vR0_|_ukYJ(A%s5GS@k06m!0~Ew z+H;XqmVzL8OA7wdK-a-k%XQMp$ncTe-p0+zF3{y~n}aL_@ZlfSZeq)ZFa`8RPF4P_ z7Nj_6ePN(F>xu-Cj@;y3C}_jK!Af-vU1%XnUl0i{LP!7tTB6T!_WXHhzyumFSsU1_ z9uz)9P7cUhWb-IRxA{TD1r;r)8`-WUpr{P_HBwZf_>48r1!M3ZTo+6rm&axifcnJ& zgC(NZI7H?SWn*9pTXsd3Pt#TP=vN2Ed+|lNj6k6-#6GE1Rs_^y#8;h z{5ROb$PK8#mQQjpke^tigt9ASX_w^As>*Y0#&^SJ*1&V2_4$O6T-=VZi?W6@UkX0_ zkV1hJcHO)-!iM$We+C*B$?u>O(3=6O@jeO_D0vpdc4c(IAo+hdm2a z2RZAL)Cab1A(&QY$U&@6hguhq52D!O8b5)2IG|7fhgHC6I21rR2r2&{H9b%WS2P}n zfW!3WfcrPa+F*HbxLq%fKo|fO0VjTgZjj3sERQ%TxWLX54k>s(kXvx#L8P@L*H@6! zhh08-!*xcYfhhuGBg2P2t=j@nP&6=Ch!vb9`z6`;1|%Q_g_yn(1kf0mKTuu??yu$M zB*R=E<0smg!NCXgV{B2<9KUTHi~AbkcIB1muGoLd;^hz%U%K!WW6nq6p9Ys#1q z)M$V@TsVLS)R0@twEs7aE8+j#xLQY@(xqPOU6CzX-&CK2Bu68H1KJLx5s;djLh4E; z4>oAfa|6ZzXI7$cm8k$xw%&}RY_v`vIewBvgLZ_%D(GSUQ}M$`7i@jm`(MKLl{oo2(S%CQumWf*l-e zoomZMVhJyY5dsKrLTsafnxFwf5YfM>8zEF7@4tc5>kh>ftRdwZpv8I4CvgMf?g}pL7DIdKfDffU$Xk*FE zfc3o)|B&^DR0%8vIt)}AYGIOFR0K51Vj(#IZNmcz;t8NuAw^b5+H16t5u`xbAVf${ zVGLn)BvA>v<(5F7*R#4c%t)3*9$)vx&|WZRl!-=gzaB;puw#89${duHVCHY+2I&eU zJ1CTZ#*wofXrBXmA@|Nn>Xh;#+@S6yRA_Oo^&P=YsI7@O4UcS4UI-ps&O?ZiJFoEe z`p^y=0?FFM_3kT4zkWB7%*cPyf`tT5p#lh;)Mlmd2f@JuVZp;eLUDtjDHcsh=iJDY za!3F{kvb8uU?7=6w_w=;_!Q|w_bBgw6EPrS;TI`AC6KaGvS*-lE1^mj?oCUO7)EYX zgS(W*E@go78R@Yu<2B=i7sDzj2iiLX2Vk?gb9d~7)P7~FR7op9xAm+t>bf~6Ect;lI9`cW-h`3 z2m04g>Ua)evVIF~1jAYjkz{=*5N$afxlQ11k~L^ulA6xo9n@|{pePA3?B#$l0`~?^ z_ef`UK#}mE1xXeJsW$?(4B#dw)M!CLy%p$<3EX6X_b00pTtyPrTB^X3VHaxxcm^5< zuxi20d0UJFC+wOw*#F;X9VE>!O!fH)`~F z6bVOtxCSDPrU8&7s;vO-Fry&-B8dh5$VE~v zEZP}Lu^}Y_!I09CTAPX|SM}hA71Zp3m#!lR>mHmkfu*3}hKpm0j#&ZeLfI}{!2VtL zA%4Iw$|5iu1`ZbS{rgqqCI5CSQmM#`faY)5Dm^tzJ3LIK2+MF($(gcu>T&IEY6 zKDi8Cqk?4Io7MqcB=Lge$u{$R9Uj;Yzs76W?luT`W90<#kGwgF@j#Qv41snhbyf&K z-~P5S*;1jBaU*2dSb_5)6$(A8ahxL^vEyurwpg;YlKr3&R9OOz15pqD zM`{{wrj%4^!>R*m-0wXoL>piPoDr@&#C0aY<0Rh;?+H9DaE#E-))J6~ZZ7yq&SxWz zr1=zYw6XaAyYZ3A^M9`8rC?6kA8IkJZA}s};Ng&W}rZ}{@ImQ%90m+it%>4EJ{;6hQJ;@<$@Qo0k|K=Yl7E4w& zpmdP7K}h{W)5vj<41gSt;F8M-WFzFH&vHEu$wAc^eAwY+3CcxEa~~oMia!J*pv@W3 z2q_){I<Hja}tm2AOwYn^yIxUB;qLSVr*XDJWKkQ=$+oC%~vKpbEgq{=v= z19<8Jw1GfLPEsu*6rd@bTJJH~0q&5tr?dy`NVSXw9!G>&>$Wj=klOz6g9RWv2Yn_o zLXhy*!W*Pf2r|v<8$nvWc_W}qP%6X;VMgxGQBn-RGgC?`Ug)d@!fDYWCrWPp&B~2#NO$MpT51uH)lCfIrxDo*hQlJ9)-I)1*F$Rv>H>G-T zYYi9)DEdH00$76?cvuap-a%cte#%5S^dX}JloINTfQk}ggFe*vBQpp(REG*pfC7Aw z^|#vq>rK1E3}3(e1`xpacYpwVAQf;H2AyI8t$`o6gIk0YR4L^*gaPb2{&{`~%N-an zZb<--z$3IF)Pn;d5NM$W z{ohW6{$FZ?gZ2e{{_r<%3h{!J1O9*A2VV4g86!2gH6 za8jR|)C^yPzbO<#In2iM18Ic$dM^9Bk^yQ7aHs=c03Tc1g2x;{>lW&>;VJRb0p|e9 z#Q$E@hSvaXA~Evs@tO=#8Uez{`newz$;?6Z2{jr~Hj=aj_jVup$^zT zDRl?IR+CeZYhzMIK5N}*F8|R6U=xt|mo@;LH|0ds~9o z;ZV8pv08HZP4VsI+-*GpBByU~6o5k!NSw&NZG93joPXwbFq$AO0S*^rWIzeQEV6sv zn3Iw7u7BiXU;!mpgCYHQaus+1RQVGuG3MZjHK;-Kj|KqLABHPu@XV&23+DzshEA1$ zc0g$#rGJfGAEp#2u%(bnu>X9rv<3#8GJ!t!1~6n!qu1LMAYm~g5KT=%+Zl)d_vpg- zK<8kfcH6A$F!Es2HHG=lsKc2y+-?6I82E^69n5CbDTx;^c)HHa4CL?9q|Of1>4qM6 z<3$jG``y%z0vbW$C$I!CeeIA9QjfKP^`i(d1V1YL&)a(dG9M3f=N z4e-{pSpd;|9o|~H0B%zXQwmiZmak6(Qq|w2S|ryDA5#8@41|WqM!{A(o4!?sW8VVtR_JrD;L0#QaMtN z(ALiX$Y(R)fhLl^Ls)H8qfJLa;6ZX5Q2v1NwI=Vzamt}17~k-WktNUrs4WT|0d0Il zh`iHgZ@6Y&povYiffRaeCulxNgP_<$4l1N+K)vC|yCJ&;#sMQqxd#OiQ0IcG0eZYz z5k&-FQUKp%z?qV=9&nxqxC9q<^X`u^AYS4c#~MEP{owa)Wf5pY<33)g?K!xs3vUH|d>Um`-H!t37&BYpo% zSV&M@^#6YU>t8YV|KTK7zd!%X#dcZ!vAQPKEu)2>QurkwM>+{u6nJqe?F{>=`dVu0 zbLowpEEg2E4r?5cny8Xw{ybYb$5olWqg1QMIHK^%c4nK$0?*mzy_RNhD=XcrFTEC9 zR)0Ei&B?A#Ppu9_rLF#ox|}`Zq_n8s z&=%R;_BKq`&9%LuMcSjYp;_8?yU+pzL6rLL3)r}ct{bUs2)jom?QW#iW zb~0uOUHuiA9=lq3@@WV>)95=iA2(?f)L-lqRgijf-eA}2&_Hp*>dMGR+tt?INiU8u zuluj&Iuce>D^}y9R>!@DJMx!m^;S|PidH9Uj8^+uSDK1}Ali#)SMvi``l5zx}MY@Y2oF>J1Vx*rr#Y_aD<(Mn1atDMhm*gUAQq5J%%U4s4+=F77D zW;M7VJy<6=@=}z|_Wa=_`KK(a0dMcnWp^Dz`v+Qc-u!W-gNfZQdhkfcN6Di);4gBi z`dkR*8{|9w{ynFy7XC%rzSvv0JQ_}W1tezTZdoKBb(y{#xk`WC`m0W*iEpwm)~mm* za6Cfgc$L?1lt*v+c(HBR-GwNRgThXOi&(^5)6(Ni+)sR1Xn)*tO%bx)Y5qe48&SRC zoaU!2#ZQaX3+iE^Djz%hRN3-pADCVn7+$dG&S+n{ILp4otP=1^=xjw4QnWQ|ryqUk z>gYXW&TBr2#FWhZ7c7_1+_YY^d~r>dQ&H0GQHj?^ZI?tuALkwm2+iV{?|pwYx&EHm zhi$zdd)_lC27FElzOC-fyJYN6UCiv_C?pt}wIKLIF9JEq)mx_%#8ez}Me9W%+DThh~?4t*T~WQbfBA zcUOOIctE&N`99Req$(`j{(y+*Eq}#%0o~qs6M9X>!lIZTRI7JfbG|D!CIx*2*o2iH z@mtUnn-g{Mxv7rZVX7`McIwezF)V^HcKJ++5$L7wZ2EA7x=v@=3mGTaxZhO%6Gq%P}8wpd`PH`4;Sj17R<4wUzpgD zY0Yp*&NZ3I(aWMY>%s1_G~+E61u|`{_m@4x$B@^{=Q_?e9r>BA@j?dtVQBUpy*C8k z4hpC`i&VG`c?k_O7Ifb(cA}HL9rE&UC=>YA9ZYZ1aa&gG&vD`5gZ9Pu)O%zLCGSk| zc6j}jQ_K`|ujLG_$x>jQEECex$8k?DPf|h7K6y3oCwCX|f&FpBA@*{GH`2j@rY#c5 zJEFa+JYFvkExu#SAOG^LT8aZTP_E#bqCM6nE~_-}^gRV_^)zpFT3T^XKw5@1;IN~F z*;xLv-R?umokiu{+8s!(1SQer8?${TnDEqbU7UBNYdFX8*|HJdfFKECnl@(fS6GinibTAsN$&oIfr zI@BM3q%2_YmqYV}A#>?cx`1?LNBW9?pTlzD=p};ks{*0(@oJ^j^o5ak1G?qDK0I;j zNU?0o(9EJpmB{#|ew0sWRNeec`9fWdQNI{_^MuUeSA!i3XLAWbgbx)y%Vx}DWm|VF zvozXQ=AVsW4PW^_%@LpFlQ|pMEFh@6$}g!o-%ul@JhpT#z{XGbZTykdNG0{&8evYE zTCVR$y0Ke6!z7|N*MIm_x-uJp$754Nuc#7RB$RQmZMhOy#e25Ew9Y|3YXJr`qz!DAuM#FjYI zS)z1s+eipH%b#AtQ-3k=C80i->PTge@K)9W#eQaOyH5q;5{d+-3xiVz2zMpId_GW9pgUrekt5B zaIvfMAtF6;FLtS3fKAe)PkKA@E_?6iL&>Lg|C+?dbmv~mCe&FDys#?wEpX?2_{*{c zfBjbYm`Uepi!)Wq>G*NhY@^tM?=mY-!h7g3ok!}c&0c=)9S<4Gh&eri(cq@eY}Q(^ z2>srIE&f$#b;P@K)6rFv0xt~`U_Y2n`alU z+%Kzpo9f`m89u{5VKe!X!Fs<{F;`Gfqo-PC0L!aC#?`+HN+#oapEeX8V&~GAmWtbr zWnkSI>Uy=GeLlNWoj6)Eq^H-TQAg{e!etW2zqO(KyDUp@$8vwj*;j|#Ce^}(Oycjm zbFGS$jA(_|?9V^6^Zko^fr`r@83;@H!^@$-M=SI2%d(lprq9b^?G{UzZ3TC678Orf zqQiKXCx0cVoLZub?GwBQIj-n`oOoBi70}w4EPF=cIt{q}@8tvz7*%ehtXA6190 z+!M9;P;2^faxQkNRryV}ElOR25NS1tYEN^2W!xiLF9%|7HF+1tsD#nCrK3h!ullB)(z^8~?6kRDb1CJ^jH;%Mx-m9XU^$y8->#SGwZ%zx1estb9skh8elb4jY z-QY@ZJT=?L-b2-XHuNJ8qQ;!ReQPb``QBIe^yz;bmc=`$OWs~} z>2K?baNcXwfa`M?8EC%A+30kK?mB-q7c_w&v5yz*N(9+r`Nh!ndW@@Ii#rPs^>PlB$;p` zqWeN}jjTlmF12k|xUdT8XcbWPA-CmM19sd~H|lGj+EX@Ujr2gQ!9_KK?U|OiICrs` zx*>t?**0Mr@L$5zXM4)hXc4?vOS`9TI!OGmRVjD0NnO_a66ZPnKqBW&i2V>s-1Xx1 zhF-?3@Jm9)T17Uh7BAW{;ip%MzDi}^39v1jn5&BFBxpM&bA+5eCa`175O=Xb(KRV- zS;$(hiDjzS<^8!vQ}GpF#wYtv?N5+o5Kwk&747d1(KV^^|Au3=qe)9<m)9&y3IYi#Vl$`-=-w3l&$}>4m;YT`a9@j*9Es~6G; zjsmB2e6UVe7VYC(^h5I(Q=~-h%hu?DKkDRrM8Z_sBzhs&OhDxwGq0rK+l;wJkJ^;P zgZg1dKDy{umsS;@yWLDR^YK)1%*6d_TA#P`=q&ZdGqT5Mhpm%Y226ft#v3TSu{d78 zTYAo@!d zl{Q;;>vCi12DQ5?xcp;0Wzj;dtzq-~4IW81zqL4%5v7myib;~5RT3BVc5~6d4nK8r z3aVC!q+U=9=ecq@$^DO{niZ-2&nL@qlRf#KC#3j-1FpVz%`8m)acAl&$5(#K?70M1 zUnlE;TjdrKi(?V3^#{imPT#9ZbQ#=|aXsKvw#acQ<=NS|tcm+bYwP%lk1qF$2Ut-9 z*fB2N;v0X|TySuEC0ZWh<;*>R&o7+Y+MY%4Jlk;A4Qu@a*IO;E!Z~s?zjtqYl&j6x zsO6J~5#uq0;vzrAf~C7pT81Z{Azv!G>{R3Tu-P&GxvGBu_hwkl#gFTxI5_7U#r*InM`2t% zT{xzv2VNiHX-zXnHcn1SH@EB83Y3>9>(!_i7at25tKEY&k(^VDqdWDvuxcW?V8YW) zUryjcv2C2iKBd$9TcZlQOSjcU_5YL=&>ln;dnw%E;+p-LQ*bg<^1!^B=X?HQ?I#l% z`V0O$Y%~>Dx1W_+y5Oge0=irg=% zn%9?R@5U@XKK3pCQcGOFnoQ130p^uA zimuH^abd`(@X(i3k71GQC9cKv(v=sUkroS~*DUrC3}u=o^$w=ijS5Wi+@Cx0y~Xoa zQ^uSaQL3OSfNxCAbKJKa9psfe&brb!aZs+dsA#d0W2J4P>)Avwp0-wU=C;)GkI5C& zn~{s%OObcVS*F}pV!JQJCic1~7tNNHo257rmMpfh2uCh<4e0&MpF!Tu=^h)OLVUiY z(CSG)U=TJu%ahy3`Z~>ealxRun$3CaF6*fYE!H2&A4Z-a-KdJQ3wk@IS8heJw)f7J zd^K76vXI@KJU(XZjP>%Op9+^8p7^5acOuVS{b-ZXrx4T0EY>267akmsSFz4fJa<>i zdgcN~%e}3ZuyIk;afPxYO9Q#oo)4nj+T$4$m)ub;_I~A0SM*R_kMRc9H@)Jj7kO`W z>=8))5-={Co!`Fe{Rn#46&uAWJ(>U4)%KfC!`6EueP>4wO=BMCJ!h|8w#r{RX&+Rp z9v$C@o!?(;nRx9_qREW-gh4Bki%5TiiyI4l7T$#Ue42vF5QE7GU(Xt)VlbEj6P0vE%n2 zxR85Z#sgXSNWw&#ROFTGB~x*;(iROhV(&b+Y5(wl*|?=LUYBv% ze-Fw7)g>JiqvTK_sk?&4$mT zPyMbm^3>oZBkWDtw9#^T%Ld`6+fMc$wp>;pRecxsTA(z8arV)%g;Dh{_v00DDSQOx za3R~N2Q}xT@1)L~dU$@6Txk(}J@ymn#M{bqWwlXyJStDU!Gq(g*KBU*?5Es0`^=ZO zC2CDNtxzv_510oO8qoXouVjrG>99^&cRDd1D_YU)XA4L>Ruw2Sn;pQMG}z9n?ln6! zD4Fo%(yMB1)ancOah8COy_vCn%Mo-jRp#w0L&aVT5 zZ#7DmqwvV8tk*?X$rZ1a@M+Jb)uq!zy}wrH3C&z{Q&EdvyKp}izpW0`G~IV!A*_yn zi-m4-)RfKFEEoF?49L!{@`tuVA0F$}L%&uPdoz1mikBBxmyL|R%Gb`^)U$URkfpjx zoiglyd3A^2%pY6|2}bS#ClP26_6i#oFSPUawz1t0%`f zBvl7PFh?8n`q+O?UHyqdR@k17O<{UTWF4h?`lLNMSNDm;d*>$?E!0`tOYsFy8nm$kGxs?PPeol($;Pwwyd0f7v8sOFLt}t=!ZY) z$bVL2+al%GHSj6X<+XFXTDw71-Qv{GdYO!V;`4?NQl|Nr436oW>|#AONx$0Twd~_H zGu|Iz@3lPTH6gI#J3Lo7?6u6dDmt)yQ%ay|c?35U(lIy0uQmSsIK%jU&7)#mCS44? zm-1B$oxU1%zt{EsvABKDcaMc7-zNw2$7+n`LnPvd;_)K(2kvTTm{zFl?$ys4`o!tm zk$KPKkGt>j+vghPeS#A(O%%VPZ1EK1>fk>|M=U+l;N})pYN!8jZdvlYBNB?MlVcAr|ec<+kpGZ+c zOV$G>;k_^Q9CWF7=uX_b&Y-W_e0JKSC8C4KK_B62XSJ&OAzCM%ZH`aZI$1Ld7f|idDX_YRey82>nGJ`&aX_ZdyfLl2}7r(s}nVsfPXUP5oG&_I+221mni$#EUq#nbnd^n#dEeb7I4}C-04n`Ddv=6*y_QLwW3Gt( z3V(B)W7Cx^q~zV&dV9^k@t*KAujKO*ZDo#=lnc{H5;JV9NGwLiH{A_ArBs(R^5T(Z zSPHTs%R1drkMQK~<9*3iEeVcB`x7eqa)#j_@W!$5DOay@Q&|wVKaZy0_<0t+TLwQY zOhm(c(v>dXrqwo;3qokbCO_w%rRTDS56T|Fehph~=7!*pH;`0>qD%06nX^WEK=!Cz04$X`L#qI#X!pkHU6 zSBCdue&qMy6*uqP8?`a}FvB0vPuKVCq}h;ip(g<}wr{ccsrJkr`AT~%tx}~=-0^&w z?sM{~sK2?UcpbBvm8{xPxrRTRPM*6xI3C`RJr-x%E|QgGxT`Ly-eYX1mpn}_AGY2= zbT74kI%e;pYJ}O{B-eW3rc5+9gIB!I^lh;rYTK0jZlcNybP}fWa>MNN{`A&*F zqJ7-hl#>-H$%;t5fIKb7ymu)nb*U=TBlRyDWAhrbCK9ZBHCxJ_^ZP3znFI1p9wB0+ zd{3Qb!~|WB<9L;J2R+nQ-xwR4$m8)^Mdeb+f^myjY>KTiz%HGO)lPioA#v~CY-^81 z6^}%4}aNKJzy>0bDh92+w zMepWC@5V*%oe9xft>O-JO+9poIDw^&-9wkWhc0nX_4}l1mKbxZgpArr@3KeHX=Z~7 zU)k)j7sQt|R%RdeHL}XZzSc8ne3X3mfBJHb`m=GlE8+&HnF(gY6GU-N&_F2~9_9F~Wkyd&9qDal+UL_gl~_K1hSL{1;G{p-==SNQrYl{`l!E)JKfy^heN+Gs17@+2qs4Hy=ABkGPu5jC#$m2L`+$3 z{J578S3=xz_pfX?wd~waV&YBx>=$qKskJF`%;)ddznih=VR0-mOEl6<^mD~Ki9{2* z+~YXqNvD?mcg1ySPmBBfxW~pLZN^C38W9t9v&O)2nZH`p>|6JRKo{^1 ziD?N6_QB(|K0Z8o;P~AgN_o^A^OEw9r?+~49Y3!u{N+UaamGi1-_J25BI6FIDdE|a zl=zNwB}P_Oe2SP^-u6%;S2?+&((1$oU1CP##pefN!ZNh<@Z5P}epsbCKCbi=aeEJ* z;FmuUJR_L3T$AW2?(q1RD4p7{Q^x5;-M`S{I;~aOUS4WWgodh1Tm4Qe85thGsFgWv z-X}@(SJbr+Cw{4nS*bsH(YEhyv0K`4HbE{vzTqQ3%W;Ct8}B4f=eFz1?mT0 zW3~ReIw`v{wL0&mC$2VXyJ*op!qH~%aak}H;zYs$H+BhdZDfJkY;K7n%; z?)OcwXs^L&Z)Z)d%gDHgsCzhMf2VrNFoV@9Zum`dkABD<4_)Rit+=Ce4;fg#?O7I< zei3G+d1aX)N9?j@h^zUpWR)w#Pd&Ly&9ULko^IlaU24%59_0xU%$_5UE+e&02^164 zL`reR33&!{H{j5PJXPnEWki-{Q&^s#8WkwI_Oynkn5b!ba{R1{ zd?SQH`GuwvhPE9=M6P1GQo;{!*Hx~DqZfbWn`A>+oNN-{Lrk_Gl@(d?^iMK+7gMyG zt39;GshNvwY7jMMa&IBDN5_|oYee%YuGq%HJE}{&+u@qsUq&SbhcrAJu4p5z!qa{= zp8({QUr-8dDY2-_caa1nA#WdV8S?LzfOhd~Twt)skRPvpt$%4mMQcPw&&k`fCC}dc zR|L@t{iNDY?UlgP$^{*sQjH9(_rW(zLqnqnt(u8V`4iPot{Q!t&KmBFE-GWD`t}DZ zo*I{sS_c7a{O~I5dRbh5%F8^}T^)Ofp>-!yhU=S{sx&H+{e*@syp6)U_FcsFTwI-1 z0UYvFOaeUIJ#jesU}>Yf(y;Zta)ur6sx{tU*7h^V`grWYEKe*Xq?j_xr(3)&>+T7u z;_o#w*19o?7n`1}rYR=qROK-rd-8txuz0KT=ZyY;p~(X^{|Bu;(dEs4Uo- zlqjSu*MxrG`W1()2<^$?rwaH+YqU|F{!tKq#!5_C zhdQGDeT87^A&tB?DLl8HLz|eV{^e?#s7iXncdQ)S@+Z$JIC-dR7iW!@zjeN3_~VIR z@k9qY@u%0~5%0mcL-^>De_?$(n z3AQZ+d&Y=5)0oEOO>kyhjLGGXwW7;kSgChr+79X7=u+B~m3+26ugzxHHt%RTr@5Uc zoOXE&mu)XR7qoMKj|NAJKYzKQx?nngo=skg{BSnvr?)5He&)Q=fx?jo*DJ6e2lM`9 zYKRf@J?p~;I<=gGwI0vUx;`oU@VNS`#Lwvo+F{hx4*Z6s1`iG~{)x&$N_kwC{ANa}hak z^_k&=msE$YBrs0L+~#Sd&Ks_Qi8`(+z_ef3K`kVKk;XFYT;Ve(hV!=8wPJT&-(Euv z)^;+?+~_IMP(ju5T*hepMMuPUTKc=b{g`KY*Yz>KCQg`ULHoI(po5QfBlXUp&IfhG zzXapJ8ag>{O#uou(B~beKA!*!?YNY{bYU~jJP1r}rT6*5XP1KZ4eub+a$1Ln!L-KnJGkbERCGyo0qbZ@TU;%l+t~Bse{%D|L3K55pmI zt&%7EzDvlJJo#uWXnN25o-OV6x4RB=#xZNe26D+=r@1LS_>gYjV`kyYTnEt!4}e7c zO&)8C@g`KPIp!_Qb%56Otka$sX9Na= zgdL1CU!4%OGO&I>h}g~2l3?FvrCVa9yJhA^okN{fXt)FB6Sr9=FUt&jXQBd~KV8S; z=~sTu3Y9ZAzRks!9F3&mxhC+|Qty;Qcv*770tis&z3V7m_PW* zFikTQt-xS-gRVQy8%zs2Ua0e|}bLS9S(1D&tp&uDx8nZIJGU zGP^?Eqss=>CU2?{dpzojqdvtPtmScdq&dFZ&89X;+EIwxZ18DH=9drGvUl@2)=BP; z$riQL?>2UppplEO9@J=|I}z~53Hrld<9|vGUKG`GmSLuP$<%_H5^kuMH2c z6)~+#P5u0^pWjyP3I%3vvn?fpTWDeh_+9Hy@PKpF5m7D7HNTW>@2M43F2`<#kh7Ik zQwKWFYJ7UnsrTrfJgxT#jj|tY-WQggo!1PbAK!CTpGR;Y7Z5i!+2mRrFuAllGu3pl zH_7he1>Hd!Chv<8bVbTtfdbTB=Md`3(S7)-rmuD8b>0+H1%NVC_@V*;m z&m9Tn4*K%!((p-d^KIKd0F*yv3Mli+AS3ozg>(V&eq{UHt>E)I57xEmA_= zUNVe1cvafA;fi{DW>bUMYuC28H0?#0-+@|DG7*#-XU~E;UrQdH0iyB-UJati=ZK)NK<+TLzONdAO=C2 zRE5wLML|)6C^oR*(Q`NWp7;NK_kZv6tUavx&6-(zviHpFS!>P11GX{P|9A4QLUaJL zZ{DY2hqQPsc#G^hxzrlU#dJ33Rg+%B=*9ow}4FrihV($mN&ESSFh-(}a9~66D zmt~#6F_@YnBnDD70C@t?C-BD?h9emx@}L`bAg&vrax1WIIa7ol%Q~bB&}1G7a1k6R z2JpHn7PSpfWB%u$6W%*|RsB2YdL=ih|LpWY$-v@G0U5DWWG#Q(mN{DZ6_0Z9E)86f z-iB1?pQ5L2(AgR_0(2SK8&t!33fE&zVgO{f92OU7G{CJAk9_NVdElBjn~9T#FU)ku zUh-TgJ}d6W$%>CvGWu$@212_{eQmW+vODJ#kt}ehjtk0``;Co-B2~bVyGuBJEtt(j z++;->5zqN1@!HK=jwtfETFnpwgWptx zv&bnEt6&ufuB`02V?%PZvjXpV2@0;H`RWsX)_^n|;hXoZ9cS&D*%mN{$bQ;r!j%7F zU=yw$kCku0oylbSHhoa|pFROBjK`i&vp2ie7MokC!j~^t!&9@(2OD5vH_HG6{V^iX z`wS-8Q#H4MGD$IcCt%r@zq}J^JBcPey50K#o8{h0T0752M=q=4Rg&E zpvHJOGzNE_-=7;GH&vop0%{#KSI<|ZD>y%2)I&y8oZUjJLFc?DvmGa(juR&TrvGIC zkm@@}Z-rh@n+ufCD$(weS%3zq4VAXjJ+JyHY-Si1&b*-p4VZ&hCcC{lds>#FVhVZ<{tAp5^--TP$*h$YkgLM8A1-Y0O9ik45;&wk%pU|u z33nBTKD9BA_wk8-Fasn2Xhpo4`>{t(cSj4kqb2t+1(^Tx0P+V6Dd$MR%DRB{;-&9X z;plE@E0!7opW?#BT~_72rpfFZoqQEjW)TXCLyav)|IN%bwlLr5BtJ_upoXE-;4&RX zwfBQYNeZv9NMIQ+?0m=PC+HD;EUyX^pq5)`Pfa3AYfjL`DO^zz9EZdf6#)>y|4ILV zf3p7*XHmySJNb#qtnAb&M zLU?txu`GIg5&q6i!0Iz||CCJ7Pe(N2Txg61+M*~Mo9#YN0h2ckWDt<1+QMC`(81sc ze%@5(IZtVmwMaxZuBi=?J{2hv(NMIWMJATutS%K`uY19M>w!(O#_58YqYio(>^C0R z)M=a+m^sQKnvoK&_1z-V;K?A$(u#J`vDs zGJq|ejL3=~0slyWe1@+~=p4;H2cR1fM^xoyMgS4rUf&c7AQ?RlyP-%FZDT~ex{BnA z(855FZ5tuFgG(T|9|@{%3PE!16mP7GY5*KH5jKy32B9FD*&D)bDG+x!9Rm$UQ8cr` z!V?h@VQDzdf+Hg66fl-*n~aT3(;cc79r<^jNEd#anN zBB}oo$om~N&b+sM6-gb<+?MD4L*Od4yI%4!T-%5-f_!_a-hFk>>jTNbFVOaT$Xv$r$w&%D{r1kf?mf3+n-vv z)l2wQl5dsQ>okF3p$DorB!O>T91K(sitID7{k06zFVSF3mV?i{en+^VU&;4m;k=RE zJe<+CwNDOnK6j9-b7~GG8>@@5>i7?Z>{;~eyx`q>!{$nb$Y8+CBR+4~r?-0{_0l$49J)J8iiR^T zr(U{HEZg>ToTT#C#=Pp29z4P?!qRDl6Y3!zoOn8xY|w>zPObM$o4Ya>H5Yl#p7#44 zg-e?8!2m&9B64dYk)_H`NmM(@{7Fd${c>b0+dc{Q85WIhQgPk!Fk6{6r8jyhW&+0B zZq4GtR2wh)iTtMxI<(&sn|wzIZ!>pjW)#{*OdzbZ?eqLCrVkwKYv^>vx;~0wK>SRJPSoH3d@B$hj!nZwpm8Rk2!5h*M6; z-TqbGjA+L9&QJyazAs1H#7e`0$p1cQhP6Z79pb#+XCM9vy5FSjX)Y55nprB`gKopu zg*AT6vWBrvnQQ|2&*5wnwHq!h<*Cd%u-0Ip-z_%dwsAM@PbK#_{3n*iV4o7ua{AsJx1*$(D4ZS(f^Dar;m zb@omBcTQp*%$~5UF}M!tW+K&v^Scq6Y!gjH9)wG_Xey%ES6}b<HR@0D}i zY_OztIWQZpC3tliXlzY6^6ql%LRl2U>V;annEQii1EqI^D*Wefg(ogr5a)W*J-b>Z z7<8Xj(k>H+DSFf6%PU&v_p%z>bBt8cDc3D&!?(iyBr9H62>$sMo3y#AkJtpQhD6HP zNaK-Lb%p)zF{sOtraz5S7d(F&72fD4t2nhpyWg#4h^ptGf+wVL62?{sI}S_nbEesd^q`6AZw%_N4|3+FLC3d~ynK{sL&=s?5l)={6^o zj9v31HoU6pq1wGv&}tjDc1ne1r3ax|h4V4Zq@?cqq~ml&|3L|SBup;RG4WJ0iD-jj zRH7($yj%;jjm*x_U70&umYp{=0@N;VDZoaDvIStTZhT_KiVj6oVD&{`uvc=O51Vi$ z#4SXS%@>EVyAj4t!Pe{$ngdPq?{+`j!DC~}oc+X+mavtqj(K_2$#h`1_9E`0-pPvD zJT~lN3M>rxHsmU7!Sn08MRlcynlD##Pf)9|`iWyNaD5gh6Q@V>xLEg?uXXln`zz~Z z5thW#m(RJEbqZFP1rdeKozf}tp}^*p`fQu{V{YSE^h2&15TN=WnasJozE|T8KYH&q6x5(>0SRSHYiTBGM8M^{RG(=tZSm z(twclzC{IK9D0>2;|P))d`lBruUUz5&EzCd!?vUP5f*e z`qBw(6_xbAAS2|D{Ow1&UOuQHmT8h%l~FieIpp1m@NmLie|iS5It|i5(xr}+`eE|Q z2h#;%#VveR>Qob%#R-z|@x(A?gr*zo1III%8;{?j-Cn)8rO_1#Od|Il!qqWz^YynE zw(H*@lvC$b|JvFQ&#D#u66~j!pS@*$s@{;jgiG2__umW>$o#JoAhYp*iyhSYBbM@~ zfkUz3+UCKC1nQlHu!@18Tp^s{E8281nA0`7-Q27fV^Cl3u>oa}KfHdRd{P@COl^XhZy^WnjAK z#}Z53Au`jX$yeFWyd#fWs-#XzK$toSN~*N3Bge!B{4y=gg;^LTTi?raS@_jSN_pwbS3{#>u-nYLlDkT?l$FlXQ_8nQCSd zcFO{mCuU}&V-r5UD#PNSK$B5!v@KB3w9>Ea5S^|)${J_4UcWMFoSORzUI1*!qe9$t zd^GjB=EX|)o)l$ZjYo#-0hBK)&~~Hp9)s|m^AN*;=4`f^T4O6v>OSzR&z2h7k0N#!MHRYc&8k_Zd;4E4-Wu4fx%M3vwd*{F~E8Lg1`$u&if;RzjAkcV0Z+9ReA1n+S+~V^VIqe zO>kOfnkG`>HZYw{oVcOqF~|$!e>IqWhAV~^B#Ahj&#D!=Yiv&_2s}HO&$5i7LQ>V0 zqhe9FMT!f_-YB;EQbS@YvTg)pSyrg`)Oc=V>nYcnH_=4B+an8iM8nIA0ZUgwaN~h= zPB+TmwUjW8ny{GVV5!Y8!0;u=?x!?PS`!z1_&s{=Ds+grr|BXqA}0c?`fzAC?dqmZ zuhMz-^2muI0MPZ=HOZ~LhQ99ff}L0oOGY@D=Z;i-i5sb)0v0W{xAWqx+8oTr=2(xPxGzsxI}zABszo^; zq_$h0lVJyaX^n3BeQZ~94L|Ra$t0}_!HG&m6&K8ZujrPRVNmKH(7mcPF9o(=S29WF zJNg>dYCitz64_IZ;(2N2wi^quPy&;WS)6|ey|IbKj2f(ZtzQ``;4No1qpmw4NVs#7 z-!+QUh(*9TinEo*!sMky>K^|QcG<;`wtLK}NUX)i=HD?!%!Mh|>^XgQwEy#`oZzgUbAK~k&vagrx zzT0Yoy|L3~-xc{FAdKQlc)Md_ti#Bvzh@)rR>nEx4lY&%T}Z~aVd!Bh`#p8;yUDVE ze6)h=os3&O8OnN5w|(bmI{72sa~bu0;C?gORp79KgTro^Y+f78@r03T^IXyDJ?^?S zF1DZQiy3aOIIQ_H!N{ZPR|e~hi&U={C`RB+n`jI(jL22rkbDD4AKhQ3TUyAa? z&v>#(ZdG5D!NCy_y?A^|TfqFGsi5sd&Dm^km!g41nTw}ROGqVnUYb+PFSE`K#UYz& z@9H#SzGD>h;!%m;WCW1(E`}&$QGH9tV!a<{>~%L66e0u}I29M7#?U+oPj9#UHrDu) zEd`rmhJ^Z&#$4vb$`;!MM@(})*OagYd=B#44ys&v3>e+Kgebqw?QzVU-6YXrHr;d2 zkL^Mz)2`qigorH+>?eD>(wO@1BeI9YDe22$5pIJ%2;5=MIO%S?Mo6lT@Lo##QdqHGi(Fwel<<8J=J8O91u(!jjtFz7+jmQ ze?zXVw;Loh0Np8A>#m#^p6$6+guPKHPj}0#HE-Luqwo7uH2xk6LZ8e^xq;>7*cI%z zhEiY!>aYn=mL2srqn!pQh4s^b8o)Qya&skf|9z6@)S|h|WyZeJYd?PHJ$?p@$Nl5d zlCK_O;xufZ!SZzg7WGuAgiFWVWU4IjbHJOvBroCLFdFxlkXgF z+0B*}@+&r;liQl@dtkfu<|<{!f?5@jjb<{c?9PN#SV@yql=MPQ_#|px8Obn%(sC2q z{Av{+$94YWM(S}!xc|zv7{`u;ZDY^<=>vEKHA1q9s2|<^q(Q%*Nl=3vvR4c_ zQ#@NR2iQB}gf)7XO&JRZz6g9gYPEk1e*st97w+edxC=Pn+} zU|}xdHM|MmS0E)+v5Iz3u0Fz@en*vzp6BfwTfT4Iw_v5`1K@dAA7M|wtCftV^Pbqc z;_*DMAK{^6wS7gDFsicGz(ur|)o&WnVs70IWg}nBbq~xQ7{tRWsxTRKs_jwMwR*81 zT~jYy8=~j+(%qHOPMi-NSkf|fN>v0Jt$5b6&&G03zje<_56kVj(>OB~=J026C$&S@g9 zm_WqERS`I$ekT9FHoNcqkT#ct?bGkSy&b7dR1Ad3!BP%~R(AVYye-URnas~;MKc=i z1oJ@+XWui~_0suOG?S(IpdL5%_qFcfF*Ri>gW3$(6AnN0l(qN>6-Ema{xVgsrg~s4 z-PSB^HjCmUrrfk^49~FY&#x+ydR<`Y`>a-|KLwc}!#5VPj20yPh&;JQJMuqmKPYb{ zM7@YIkV4dT{j5VVbyt3uf)At}H3lE~$swANc)(00l0~c;!e|P!vHNO;BAQ)>ogW@H z>A2yOjz1J?8P-3NvEgc)q9BiG=6~ZQK67vQmv+JM-#|!)-G)S2saEC^3=Mpo4fBnW z+g6UjeTPUUIv%8y4xof(P0ld+z?ak$3^YFC{7`r-1d8B=)S)Z;6F8h^T!$x^dz z@~20xBIdP|QglDQV0CuQ5~ETJrk5V*#T4lrnLJD$ZeC4rw*BVMYhTKn&41#@idmBu6Btw5xu)N6)SrXWbu2p)a6R}L3RAxCSv5R=IRia2UyUF* zx6~S|0X{8YhR6^Ia$@glW){4UXGlW;X4OIBy+UGifoY!^)k9kJrVV4~T`s22tkz>r z^fAlMgbMD&nBYhhbQ+_In#e>D!{}E#%pSRd-4wk;SsjKkBO$Jnn3{j%ZFh>>(47Sygk)BLHGRBRhiM zh|fO$l3wu=&kMnEs{JS&_ajtb2Zn4_4a@O0bYZnsm~Lps4KL7hXhdSZKB zwnjp7%WTO4+3+p}wsvdZ__~?uzJ2W6jkeoJKQNb;usu0`?#A0`Epnx}{sVB_Z4>(5 z)9h@(Ma+4S9;{Xo6I6-!6s`qlLr?T>>{ywR-UzAMoBA>#3<#!(8i@p4(ej4h{22ow zdWKs4h!u{lr4iy|Z<00M2EI%pI0pEmym4;B3%@L%mf^?$*ngX)0x!|MOu(qZ*~K|u0A`o}(uKHK+qx*3X3-&%qaOo4j>%`-Yv;=I@Vn3&y0X zPG>?V@TAS3@k4a4LPzWqCf_B7!p)X4SnC|mG48>a*w~Y7*I3s-fleMv8mD}W1s%Hv zEtOuotS&q{o>~9W7y9(FI^%cV9HDnQh-XJ#_$iy7aKGB4^(-uH#!r*3%%05(`V7Jx z15HpsaUj&SFU!}syQ7SgE1?I!+w!{c%8qiZLZV^h7Y)6b?pDzfTOtza@g!CV;4;lIT*#kUJa?s6)yds^dMfy$|#QBBQE zGgQMG(SR5mojc!Z6K{ES$csfP=04pE3Sqqah`4yh)&Cv4{n#YJewgmns+j=QH{9o7 zky{8nBYgZK`3STA7H|!*lPhT;W}g{*15w1Krt)tIo-l!K@MHA1ylFIUn>sssn;L6tkL_ExV$q^IkdI{9@pD&o?TsA(a@hO-byn8byjX9k6EZ{ zGG*_zJgn5GJiZke_Vpd|L8X4^t-x9Q*LTc*qNJ8U^u@1-#eFxAbi{9_HAyxR)K$ zS>uJEYgw6vP!n@VP2F6Ye$C5|(D4np)jMRxBMsfPZ~|>@A|%+aTeIEOl_}=B^!pu+ zPFG=PWq3^Xt-7 zcNIn`|G7c)`L#gY9iYr>c5pP9{o{T5*zxGz?3&~2$=i52!-Za}*vrU*bnA{6*qfzo zPAMJ7(rpNP&``R3!V1fD5tpo?N|)hZ4YY+l+VQJ)PoI-Bw8voyw<#>e_AcTIM=2*v!i=gW4nyG#V(zrmC(qZr(6xPgV8 z(0gVestAh2TY`9yAc>cw>8c(Vt)V9+MFE#H7)IHlO4};(4beF>;UV{_62R>8{;I5* zwB!(KiHTxw`7GHMpR8hhlU^4T>Ug}eJD?kvX68xofHyL_YqT z83MIGWhWo;YWWkP=PYF)wRcc|)R^KWzvAIe#!7lr-BZkesvTrV;qK66e1J;pyv>Aq zH84Mlyj!8X1z)9aaf;HPL(J+OaK5qf!XxH$ZNrf#E0mwCYi5b=KWX%1z~EMOAl(9{ zb$bqyojmA&WcFCBt}EKecz7PwKyty-tcI*(7QQFDlGQM|rL5SSm~)s9)}5WY?+9@1 zA-c3_0pL*xNT|zKeP>Os{iKJWC*@K%t52M{`F#kXM-iYp$+?96E#slGK1A|t)jTO6 z6Bd^6A6X(1u|7p>0$7RgGIRmBF{MU?i$q!5`|2(`9L<5V-IT}s=|C1;o%*7H?6!dTE_krIE0Ap)l4G$bV*cNc1{l$%X8 zL$L_>z00eSBQ8iIGTj>|Ole6?vRUzpx(GPZqlmuyG1#JQU_neKBomMn(V1_g+RE^oFj&>D-82N9>$Sk_~huS z%(v|!DsQWQp0Rzf`vvu{ClEh9%5pQcw_k5kqax^fy>NGxZEQ>kSwxM>96Yq=kJ~Tv z^YcNd5hQDsCy$=Ry~dk!m_TsWktw+vTG)#p+`ZI7+in)a^}1WF=jI<`OYi$3G_4-z zl2zXKbM@5XF}EG%Tv$I-6!-`sWnWM2tIITMcU7AQEv{vy7tRRF24+!ijdd%_GvH%b zVNMxe%w=x5lEONsXBO$CmgHJc-4D3 z+SkY+f7ya<(=4j_2^Xjn@%XVuTf(o=;V6O$U@#S64nA!OJ#D$%wwpWDpWCgd&oI0Z z)07>3(~s1P$HY*?qyY+DaGYHKMUt>Q+r6N4ZRrG^FzuBmklSWG)_hnK&uTVg}`x zLoPFNC)ck}u5(w>S(u8=mtR){X0}HB>6FlvFyeW1Y5w?7sjB{vFuw7?-qiwj+}#)K zFx7+PTQ@M*Xw%b!QmXaPCNfaq_yBB05AOxXE8^)44>#A+JwCrpi6)^&ts_?ALapaa`%6NIPEHr_G$dke=W7l9YI z-jZ1B-+}@sL8grmR2^5ay&C}mO_LLl=z7arwWs57DtV^CKGM)+B`k>E8u`Q#GxDdMtw8EcQDpYW%Lk_zCAb|?c6I4rX5*o1qjx9;@ zo6k3Dq_Y!!g7^ZTyMSm@0V~{>@O$lIBEHi%_Z~0{j6s)H7S2Bg3==|YyM%(7o%;==^jo%ieH8JoBIDG@dO<5@RPm#*;EvN&5@Br@uIKHXPRV* zw)%4q(d^+VC4`#lI#I4fALqAg?sA=q^ZR1H zTOH3-<5ey6>PWxb^}(aX>dZLVPF5MvkNbm19d1_-Qm35L0DqMtMNUw1t5Xr~S!bqI zT;_VjLU>lF0-9zZC7M~t*uTykFrJS+ZQ&PV0U8A+oJGs)ga8$U35+$x6+>20Ws&K7 z;K$g$z}g=L5iA2j4SIg>Q07Qg13#%kauSA$guxK>Q6qt%+rQl@-~`2(?F^f$h+nz< zqE(#GsPN=FcES&M-@_1uyW#43Q5SDmz0<@&_m-$oE@AE)R)kUmt_1&4dSba%hx$%C zG9uND^XcB{9j=>cn3hb#mQ1_BKD+izfD8|*&mj60*R{0XE-s~g`Y!Y5BV87!r@r&b z*C6Q^=a0T?yXJ9c+t+C)f;J^DH3pFQVJaGp+WAPj`K~K6)AMnY$pqZZGw|Z zf0H)P%f}?RPl*azq<)M~WfKDE21f8NCKpW#kzFv0DI=w;q;EvB%IaF8?O?jyV7lR8 z`fM-%p3IwCS<52s=N81AUD~A68JQX;Ni84Kzv?Lc5{Ofla6O#uu|%rS6vnvOt&+S` z+6HlCd%=Nnxs(0QZ5V?U1#AcF_D*q9+%rA`=`UbFl&=Yr+NL+k!WArVii*dG?55#4 zUMe}+zjm@6f;rr-8oUxxD<5IetlL1lFYcN`s^N*q=M)<-)_FjWn#(e|Vjv!O#chxz9A-%+b2Qvbmh|>})R!E*eRh)Z3AB1ag@)R0 z^|>yFTUDFGX}PZgrfo|Z-lGxtE5`A21uKdOh!pNGU$lZ+sfydTc&rVHz1I9PFSvB2~QCR)_KdL4b`x@I6~x@`d5&(yyi$@<^G z0J~>*soTHjRJtpw-gCZxg!!!k!aA7;QL_AN0D}8n_!z?iF+Ps=)AT_%L`d2c7&-7c zG>R6i+BAMNsTNKPk!rF#vFTYg7u`1$-8Z+yn)USw{Oc1S{lh#Q>R${RS;LR40qGy+ z=u`8o=%?`Lr$Bl@Di%Rqufp43g{yQ(GJ3!s*SfnFH9HqIb!!*hpT{iV`_=~E%}>0W z2U39Wx7OBmt!rLl;F)p<)U*093gc5F!o^o|WFE|#`%Ip)4bz+0aNdV&<|~5En@4=rI6kT`izXb9 z>uTD1XS#?%YpKVA}zn;D*RBPhW9`gW)g_z+&SE6)&z73QfdrvOow1^!x$WOZG% zF#lRZP)C3g;ByB&{13r#5|V&1S6PLFgZ7;$SV0WNJb_xAOP$GExp%NtQ~=fY52&ah zjLj4jl)Tl}FY11UldmHGelwXtZIWFRq=eXK+eBs2jzJR^T!9g@D{NgGqkynyw#Z`A zz(9MIpi#HCX-%A*f}%}Lm0TVK2vHhKL9|IXruqp2?e~+W-p~bsv#`Uj1pD()A#N!> z0>$6vC-t@jn(V6{!siw5-wRtGems#}(-Au-s^0KZcGYA6HTVMXy5S5em$g5C2MMY| z33;0K5J6Rw6xe_J*nRmN>3#r!4R<{_)k8A->B`eb7~{1f~*b(H&;O!6r2Bau$4_4Pz$W>qc4D87azi3 z4Ay(p1r}6IX=}cFvH@UBavXAR4r&2Xh|z=Fd%LVDs7mw1>@CzD=+`+slrc^3Vfy0f zeI7W8(Riv%q_*g`&}!Vva_Y4C7uYdYE#lEd#(8VXI5upkc*Yt<2_@F#isZMbCTsp0 zjixWXw1>)RBR~6_)#zZdo`JOBzSvYN;YIBq>J@WGs8H1fY}XSXYxcH_xO@JA5iYsN zb!T*nlIyTDT|6P!nzZFDSHNIrj$(u-WHk(x)j`kX2~!<_;}p+HTrAtoC*NyoU*fF) zRD>5Gc-X~uE($sao3P*xLjQBOV2!rWexA^Fj{ly{VC>m>&hrzBaobvbs@?I=rMr{Q zcIpWb8?Y1+&F{TW8DSDT!k@`)jzxIQ2~-7-C`uJ!-SxGd0FT20A<&w)sj^e}>?+$7 z=$e%0G#l~8GX`B`Rrv{Er4S|JPB_!X?&4w?`Zqr1Tq@#99j9z``T;)98V1a(Kg8CT zoY0`jv=8!HdBjI(=pQY_W58BgpUpC%xln$%zVeVXgVrSMPWB#cKm~(D4FcFzus8F; zj#59|qv(z2S2dpPU0A}Vj`@d_+b5I3klGz(4&dDc{N3Zh^(#UNkI$lo)pnU`u&M}p zYnJ-NjjsLkeG5gde_1=9a8^_F_I{7Q-{Rq>7P{j2V09?nrLV_lnalBknX@yP6DVa- zYDr4&4*hjAns%h9y`4#LxvjNWfZ872?(-jxiQkbt%wg@^xBNSV_5Dpgen-+U?o4E) z*ryUPb$BB42nXKzguZ+XwW`+e-=3wYlHs9A6wuqFdwFgzB=>rVKovo__pTS4gil9CCQAO`y8cgglwZ2tAsPCm0|fAY z(*H95H~2p#|6lxnn^HVF8B_jGs)Zpn!f#HI-Uxmx;ddp5n`W1Fm#-$Vw#vMIpinpW zLvQrYdGAZOqb`{oxlsDX1xMXnG4GG$xx}2R^CiMXB5Hc3WZ==b&pp323as1uEQIz{ z!}iqB1V5+2+HPgW=g&#?tzp=rbA6iaJuHy)Wt||+urN;ApW&h;YB2;H+F5I$V}^=h zukaj1a&BEmn0kH+FM&~u4a+Nfsu_W1k=*9ny|`=HjKIdMna>aL@18}e8dRR8=V^cq^oRQaR-DB=& zLd0xlW}wNK z2IOVQ9}NK9UV(f(lX*4}+M@w^Qj+uj!C-WN-wBP*3gn{$*yIpSeE(n~I$#s0{_#-5 zNgNbt`_KL4`Tc?8a$zvipS$;(y%ay`HLh{jeS3W5m{~89UKe^n9jfMTo~x7gbFU?p z8nc$f!7^c;VNoTB>;fEtSzXT!3^zwV(ei5z-%R%DQdB%@cO~xo0f)>m4tuS$NTz=M zZOjLp(}z;lHBSokk05Et(-$Z@dh9=I5YaU1KY9H~6R~n>x#Pe?^`BIC&@y!3R5FJ?r*&I$cTL_F zA*)>hHkYz1eddVmHhfE8O2>}y7&#ns(^`bxcTFqPl9qIU&_aP?@0QRH%YZws*CtDN z(RA2(Wu^&NgkIiy-N)r*#_BQTe534x-d#_+$B6TdaZVZ}Gin9B3}oo=`4~BuA?Fxi zLf0{UP6ZX?_{I*3Y3fY}3PHYW;KMv1E{bnCG3Xpa`d2B}VGBUb|0VM0HveeQ-im|h zDVhJd$3yW)wdM#;6NxcY3dHdFQAaIx;N%`uGKF}rRV65w(3I<{OZJqf+7Q%eX7PpC#Y+*9xnwPk%0Gafom0wXLz!)NJ{&XzP--_Y_E zXU!fBzCDf3^+Vx|%b*D)YSUk0zn(dxsTvCLaK2w;PwE`pEJ!mvQmZ7hGHQ;(u$E4< zz|M9ytyUvpl84IWpAtf}Xt26~J?(ELPD4R3K?_}4h)^J=?J($BZuGpo(RfjH$07aODR*~f`2^=z@- z52O6&THsB8QZLDW8!o|r+w!zrxQLNlc-bONP}I!IKJwX>s(Y8Ft(Pnul=ruF_M_j4 zTsgLQu4PAx6XrrFCM+NL@zCi?&K|eRbb99u5I!pgTk|EzOlBmEQNXO_Lr|Wi`uX!e zEYnVZ4bQBOgVY2)>$1^2hd+b@;FJt57P)~oZJW7c7GmP>B zP)r7Rq-TaZe!^40<@)z2VOF7j#(t2fYUok-T`++ai{mCQfBFp7^IXRCGVBRJ7ymlL zl9XW;rA$my+i&Rlp$6$yK70?GPI-(x@@dElSwZ(8*wqnqMfQ+UAf_BU`8nr~iuc*M zSIhOG2sapGDI~kfaROx7Y)#U;(}RV*@v%M_ZI$Fzg6Zp8%IY#UY+HCt&@d*&@rhnz zSjA!wSBP5?x`$!!0Kr1Z{F%zogRZo8_gJ~Qv9`93Os5`bwq}Q?yyx`Aer=lAAAG!w zt=O)eiL!m8*Kk2}@s8D7ch;!3JiQeypf-O+1LH2Q;pIx#>)W-nQS>)@TNe&mpl2%p z_s5ztKekW$col5b1)NJ&$VZcQP^QG^th#e#abIC5b1aPQBZ7ZjO>WQ^LmH=ou7SbF zAmu?rK}1si5oLy6zhfb}YW(!+Y*;!9>FQESKw{KUBtL7=B%NkUS6rMh%}tbgWyHA; z!a7_wSWOdzF)}&4C|u%5{!{8*Knt4TtI~gU9SNIfovSj_yXzaoqR43f4x|VHDLBJBMLy*+oG#2 zO%^z%lNw+gHpta9?JW*BPJF2NS>>cwmiBH?kKph!(<4_lw`qF7u=;woJCeW@Kgj;E zihHsEoVqzhf~--v2;3XWW%lqZET9e$N|0%kiR27*=AH&^dm~qg&d?LhZH9-{V|99auky=n=BVD- z`85JN{mG}-Z=Op@Zs)#o*}$DCQ^6)ffH>93&;8kW#e>6VhwVivCgcKYI)k+xp?%iy*xxc=XuV;QC^oPjx!ST>F$}i#oj7Xhe9f-9)oR z4IXMSBD~!GJ$qy5cyWU3w|8Lj#0kB#tr7D9*Oyu1Nv5?jQ#9VBz`Ol{Y-ejFHRiu_ zhh6_Dw#sy~1>>I;*3yxc=}D9@%=Wgl=wbgy<>zje%9qnmHNM>e-SyEe_sa5b4dK4{ z^KX}DP!!t-lYP?N>|rFN-2JQg@5YWK$1tfja>P?s#_d(pKo;b>Y>(KBxz&;1naA$5 zp~`oMeAfm)*#={O-LU^c3~~Q((+I-mkj`)fcm2@KGOKDRO9kfy%cOjQEJby zPLgC}NbvKbnflm_rN|_eQ@rR7@9!_|0hH|r`5S(3qABjEB%=M*$rSPO$ z_GVh*=*e`HWk^m0$@7(QgHvL}HJ6u4X;mkB(;SxT>zxopeswno!w`5r6gTKe- zNg%cnrk1tm&^lo#6-%D1D~5nDJcw6w!MzLP%Bm-3;H49Ov~) zwXZGQm25oWAL^3U++FVhZ<`Oy^tts!-b6UwY*bOEN3#dot|l(FAa87FpDiSW;?e0_%NlcG## z!k6Nrn`fLN_YK=PVxt`}Jl}UypNd=SE~~}w+dbYo#&DRQvHpQ4X9hpS2?5S+73 z94(jkyxAP9<5E!7LT*nRbEbebDW-wp7MjJw(g=pp3aFWocXDPqK$0f z>va#vO%|V_0WW&_aNoo~nkbyQs^~8$-nuFJY#0*Gd-89aSc#7ox;2e;5$bfQmdVj` z^20B+hu)tsmU>!msz8p@)8Mo-tzw`7PPR=2YJC~fC*&HYK`i9${3q=2F%ifMj zcE6V=W?_S}-#2*4ZKO#iIpr`{n%XJ)f>l*JTEqsj^BpVwzJ2^$)G`t_{4-@>eVmXW z{sj12_Ix1w@Zu(8?nv+-!+~Q(P1lXeKEhdz?H}kF)PnxD94gvED{ntCE#vdeX&=kg zk>>beIVBYT!)?RJcd~|0vWhcFBT6An{K}YPeMdn@gORV|!mZZ`azmtV(^EFi$m8wp zsP^{h#AFXHrOimZw~eoN5rp&3QRhdm28YQb!z!$T(Z}1f0RiJYrGyOGEjMOQ1$k>{ zRbk&b=WoI##4Yh(Ru;UulB*?;K1w5Y1LM-ad0!diVSL}YxVR$0=L_cEUWjiV9{z;W zJI-bwI}#D=S$XB+%(lOW8?OOgc07UO4D&O5M*D>s_BUk@-nBlrc((s=v-SCdgFjcS z*3lw(tM86JR*$q4%Y%-cOtXuXE}u&)8-^qbJ(Z|m73YPf1u2|#o@W22rQk^PG>2>{ z$3LEevErp1H(?4Vd3EO&r!>3ypasDp(j3c26OX{dEhr)ZB>hOM*goxBp?}9cT~3Xt zHl0&j<~oyWTCaTPR_>#DX&E@UnpA#?BRI@7}rrr2R= z^~E%JRHUIwl_P zCG+CD%R2g!qY<8M{*CEk?$eAk-Aj(TBG-*}1@uCaZzWD=8hd9YudGXaUE~OS(ZF>Z z=>1^V%|?Nlq`8SJ+7D2jNLKysVTd9oDap{!xV`Do(fh2;>4RSj-rYJK+1|u9 zHhin;(cQ6*b_r((w4fvNOYj+n#Mc3i@mrjFUdg9VaX%|0Y>J;wrYzZ?W==sJr9XB& z&1{R}iF%^Xy#+6-l#R+0+hrtaeh=x>`=KR&@%+pNlNsh@qA8JsIi~= z5knbB5t8%!$A*!Ti4!MzV@JvrMd)UT>@=3!tpbTXttZG2JOFLw?N|K9u-s30V~48r=?UW|5k3?l&jchPQQeYs@YL>tm%SQi@FA}ZKu`GR7(cP>&@~cE*jPH zrX?KH89i%UdH!qCtyyMIXX66#c9-GQp}nEhA*NZQA|IJNef4Rfjn>Ee*+<;d2&9)6 zSdI^KQ{LrEtb~eygz~Ck%`=A0Uq#2qx*B-Z^tT`f@r;)lAM$yQ^#0C9pxMzF9+8 zXFIm-+OqlESWXzgMa3+*MXyUpG&W?XKZ<>EbSPQZz?k_#wTUC?Q#gNO0Zh-p>B>tx z=F07y2YC}MveEHg7VPUr!t_svcQpD*o*ePD1X!sW)S0!-AALF=$!WG;!r+UJ7pABS z(m!?Z%sH$iAWf(O1tho#t+j!%pX4WGRU@9GGUA} zK<5Jn9GepHUFhoI#^;qB^jrseZsU3w|Fa10kKTX3q=Z8foN8rV*S#uH}jqIJEoV}^y z?GEWPM`G~;yus_JnH2=X*}E1>QjiN9qRC+!5W9ZMDu%;&z$= z!{QoTx?E9fqLQ(fnchQ3e3w?5e8gI>Sa9&$f>b9pzRq!cV?O3=9N}Mt8!T}Wlyb9^ zY0>b7-;C}(DK-xIXtoYaRx2JQM&&QhI0jO$W-?v6JmmlPZ}PMf&qFDmhojvJ59LH;Z;#6)OQ6?<~sI|^QPn z__X_*+TXSSO#ZIO+v5CwkgM~D|0+Gp;!+3{Ak zf6eTkh1r-|77U6s%HjVX#=ZiouAN&KciTwOjZ1NNcPQ>!++B*hyBBvUPH`)4#idwr zm*P@f-=;nPx%ZAI-FvzmC(X=g}cOhRI8*kcGvB%l;WfORvZ^tUp+LzSF( zp+FM?750{(-*Sp=+n=>R=V*5rcRy0iv6+SO&J^n#mAKb}iVLq{v00es^c{YD2#~4t8{*(SwMn3a%g;EFqgjecNeDjN~rZ0kt4Qmn>RAV|F zYanpn&_WYECI`kne;^t34OwNS-^sD0-T}3G|7{H+_}khu==&w!xT}{TO z)~MsR6mh)pJR@?No6<|#CPK>V^x9DKSn?%)C{|aH{`kR?xTo~Jq=N)2-?`G;s$b)Lku>8j5LV8VNS zLr>5f4gMF*5Z9u<8uYP^p7^SSJ?1%y za3OT&52nEbqZP`b*px-Rmgc!me zl=XHT>&KQ%G^I?WV@06C_>v$Xs!zarGk_4+g1CT<*t?k?;^R0rgpG*#@TYsaR9W&? z6Ql2)TxQ2n#+030b(J&;CTdFVlms-JV4zDEuxYb2KY-faF4_9~{#$P& z5+!huI*|U8wEmMXMqTB!OPvjSH3yc8RdN+y?MQpBuj0^6Y3dj%9ysDPV#m&uQj>N^ zO4;o17gvYC!YC9K?BGJ&+VUl#Y>0VsxnGgHU(vZ=aru4e9TrM*o96eRT7CNw0pyPY z{;510h?^+;%W}07Re~02Eku!kn`W>PI426&%@lS&PC-?E&KyhV2 zvkaEqko|CB2xqe~w0xe^j(pZO6Ot`&Lf}O1utlfhcYS>|9U-0^A(s4aP8afloLUu= zP)iQJUV>8#YYoo)6JNOlC51a*Ib1KEo}-#rA2b4PST7g0GGNRUAib5Arm2`NrI;Sh zsxC$e?VwW2st#pm6*q*$h7Cnul+1Pig;?=&G)*%tMJnxkU65EJkUa62IKc!qf{s^; zd{NklRF9GJ_!?7B3jCG{>J;+I69KidAe=X>utBV#fldECEK)dx*yO{W^tv~>gAw20 zE)kgdHbx%znT8({8=x@A_}gp;A{|&D&spxpU`WW)dMFeU<0Uoe)>6Xc!QU_Jv570! zHoeqhdc4r0ex`bcjUtykujH_aaryax~ z^Og_brn!mWvlbL~TzRsP6-j-h++PZrzV!7(@{4Uq^31-3kQv~#y$3y&;c>y=r^*he zCZMmw0%*yJp*v710b*+Wbs{3+(x8_6fEe@JTn#Dhh_m{-T~5N{~c%>Br2dkBXO;x)E}6&pcs@$ z2V_w~yJlbxSt`F(vMHgRGB6h`m5KlVTmDA}pvu1;fag#`yZ`C!f4k4$%l^6P|LEZF z2>!=#K$W-QfLi_z^qIlwRvBeQ*&{37A64>uE*laNS%_wiDA5 z?Eiu$W*E+Nx8~3*@&Z8WOxxoG!~Sgoks$-QBC>PgUoeE&c<#-+MTa22IyDUydjF1K+HTmdiXx=Fcy z;REE=S!WPKe9tAhZ^#;C8srnw`S7_k7~a}&rsveBCT_R$IWwr_&@WrIv`(=4Rp($d zNqpS)p|!51YGM8WBaB4E;v8`H>mrUJd-nn8>EBKDo@D+j`M1CL!WU$)CXo94UvwcD z{WYD!iqYi;2t{PV^lZIioN0zHWq{r;Vuwstl+p@V-Xax4U-3%EW}bw@PNY%cMC)V^ zKi!f?#gfk?(K!osn`7CjUO40ODhAOpJo1178(Pbp1Ib`ukz8?}h-1G9TO3SPkiptm zYqLDVu`1ld-^4En8+l*?0?1(W)vDi7&1|*qG(XoUqUKvyPjGN;z`(8;=(s2q=OWlH zL3Do&Qm`mPi?n92^sk4&61pKPSD#92#A5Ram*L_D2ZeoZ-H8cp7Qwh&n9^KP*@#eQ!(j1h zVB+f(-VAqOZqti;CkoCVPe?-`r4ywBuynxhWHX;1qw} z&ka}m{$4_nT2$;1j?IOH53PmD!5oJX*WldV%FM^MM=!Zl|NCL;g@ak4GHT!5PO|JL9MzmNCz6NDc1*f7kuW_&jbB52A_-EzDh(1h-(Sg;I zvi5hW9eWHAdN`ty^AomXW9K;Tcwz{`(LIi!=`!I^6kpN{TYz@k;WZDlm1C8Gw@trR zsuPC@N2I*Lc@lEyDA%KREgtwy@N^m$@*xP&Fs7sK7DRFvu%T_p8pzTy7GZ%1b{jgo ztlS8f53aEZb7%E2Xm;rr!aGLZE@*2haAJ3dN9-+z0wbt>l3AD1MfsUciBW(pf>?h< zjS;(yKZnk5Y$^O6BBW~Mxvzza@mSp>Tq)5 zABj?<+1R&Z$yXABc@qsJ(T}A9fzsW3uAo6$4Ew7x8#)B6*clDksyqkZr&B;up0c1= zPQ};kW7DV5@*sE>^Tge zLjAnR;Jbt(JV0F_t&31-3yId8<6|oUAWj(eaMN+YLht8o5PYh9_aNj-!x^?43gLtV zHOdv%1Aenjxh8qA{$1bHzR4KJaXR)DmRkW16=>H{MFp3z9-`^!6*O_yBl=qiT(vFA z8RJ#maTiPD*8tI{Q!}E-MB~H+noR*<;6`u{co6?iIAI(Tt7#t)=eVZI(oDFR9+D~v zfDS8Fsr7`wgAu$@aX7bSq|LXs14G(01)70pc0lJ-NK+3y=Ysm`=K~;4X%m>kF9Sa! zJcwUG*1jWP`c*P%JbD`xdvKpA456ho6UZ=LP|*_L%hW``C#V_@r#3@DCeBGQ&Dtd} zzotFLc#c4G2!)y(cNNA2V~c(c(ya@4#dR`5xHx)zu+)psIY3y{@vyLmjePLm?z()_ zs&Twq4w3|?;Xy#h8Zs2ue&Ng`#i*V{@Unsrq#OCJiZE~ZTAz}mL|%*zgzj5Hv+w*~b*MX?$x_GfI(9SHKy9br@1{wV^yoWHTx?Ce_ z95+m_!_8fY;M+^F!IU*3@XRS#Cfz4U&1(fM4u1<$er^dG;@7Gan90CScXwb8)yWUr zMOFECl|J5f5qC)WEoLX1LA(&9xrpuGE}wL636Tg_UShZ`2TzdYppb!9-xWT=lMx7q ztNH{znA|@sW^}19p`F67^ep9Odah!HDYA7U2lheU1Gb88kjE{dP=GcubpAYWK4_{o z)CT+J+o0oZUFdq$RyqRPG#qXbj`adoX=}WoxuNyDqkmh-1z|QAI0S*f^nxLhiw6Ch z)f!Kvl0`xWkjx?$9P5vP*8>a?#QEyfV@(Y6B7T2t)GgXPIm>8t9p%n-a&n1~Pv!+= zk^^}9Lghr*bzenF`E?VfOim$_IfOoU_tUiaLu1!$Kw#?n2Ol`vi8ju{n($@T}EW z-G6{fjfHBVI~=LtFt8EW10O`TgF`&)@{7L3BxPf|!9pE*y3PU^x04Lk504>;MnD5n zI+O1to$D@d3{B!WAR)RPcQRo*nxEYr?F}jDbWT2pEWL@d9^a+&G0^=m2ZOHn@dwLSW9r4SPo;B@78eHFQE5y3zy> zU=plXBSl1(-lIJgmytuaL0Av!)_VnWuwO$Eeuxa26fGR% zm3R%N^A{E<6rj_kYTLyEx&eOy<{{6pB)~-smc@f}wIt#bwze7WipC|h5+978I1ROa z%3|~|)gvUkA&EQtyMX`Oc=8Cm|3_GT+X@hem?!jH0SJL8#9`!X^Qp%lY_(VnzCyAM z_mst`vzN=D0YGCutP#NNwEQavB_U92T>akUVCmrA$o7Tfl)5_~8fwlAD49v;Z=Vav z+z9!&=h6F|xA18O^t@nOIs6z=x<%u1sW~C^hk?6>%P^xIqr}oKC5E;|qccWmS?!Ns z<|ILDq5dP0SR{@RLEtKi6~e#+`O3T?+(IuB!C_vDygBKAETMMi(ga0bWS^;C5?!xy)WGgU&A4U)@ z>yI4tm{<-oAfo&MF1&HE)_l?!^5GWBGmLCnSka{inYx8!pej|X0{{m)!H!SWu3xqL zjJtGS*y~d!ZE_N{HPLv;COQe`&r1Hv7P1s=FNha5!Mo?_4sJ~Y`Sd{>oZ84CE|+9Q zVHNxi`xzH_k_Kut099|~+&O(cyI(*9;Hl?)Me&3O;a9E`Ox2Vwi9<+7Pd^VD?&LxA zeuI|sFD?_4VXy`fi@@U%8v;dxn%59Kf(ECBj^MUbgIn}ty}(tOA?nY;W(04OCWoU- z+?sgz<3Z#L65uP@Mlg&+GJBu~1moMBfxi}j=1ehf+5B+7_QB)t zobeNw)PMX^JS;ki+HIA_m!tPaF1|vXonglH0B#^LDmDn-W%UI*D>|ScObEMK=cAgG zI5}(DS>S^~Lh6-5RfaeHoidIW8n1fx{_rH%C&8gFBJRH&j)M3_`C2FwtiSt(34fQ5 z(mXrw{=x`mElTrgAw`o=uPzRGxKCyy0O;`^Apir!$8X{bMW>c{uHNag$~f3&Xt6gW zqi;Y-N)dnnMikPG`wzfk+k>HVM1O#TZ%p^({d~uRKEL`Oj78!rBTj_=1gS9dCKy`E za}~5hj~T+%y$`!k-T6U`zk>3xK$8~TLgo*m8*|Bb_N!4id@axTjx!)eWTEV@f?s8& zno3N{+|LS7uXGJF{@=;Q9u0_WOsR|Up%G46#{HcxcZ*@ZSy)utvcc`GT8N-$#@UT| z*1Eh??iGI6wta(Jg5#VZdGP1!Si%uugz`&xO>hECO6}4-LP4Bk%Yokz<#-{XHEP~iM?fI$(5iOn$Q$dR<7`0o4?t#6MQh3T#o6-t{Nngz zJ!yZf&`-nZfTcwNyRl@|a#)U(AT9R;Q`1LofnUQRx!J7cN_@k6{v6*iQC9F~gGV}& z&{>>h03rfw#RiBKn7nNp@Hv0gZk7j3^N`7Fup>4U@1w&J7}tj!0HQpkH-J-$&Sk+C ztg7!A*8=F@!iQF=W-gn}JQ%HQ%L(fRg#M`{M44-W`@ty3;wW61eMka-9R+lhrHOYK z$D-in7O(E`%Tt+$)A0bVoRcvlhd8cVyc=sLO?vn4u;zNx@@Q^tr(7IyQXF~F1yhd# zgzd1s_*~#9B8L^0zDn}3%jlhUlS%cC6-@C}w~fF}*w;Ir%pKuX#zt6|sQyCesD8Pc zBHV@Jlb`nEo$M9%=E0i{IY0KRf1%8pwwhHs{QxWfkTs(_#QtS=lsy~e$6zfvn8 zj#LNwQ=}zcLBW(f=EK{GM`D;t^pmuGv(X$>@>0C)8an3&~aqmmdB^`H|Znd$W8R?L$t) z1#dTHI(2m}hE2Fehi%D;=tX<(j;}5mvqb5T7#EuMEvKW=@-)hm7B>RyQ$2kgrD1!y z-2u(Ap@zxuH-dkFggKlq*gCAGlu@M2c;Ci6Vpw4a_?{esH!j)vylQzzl^o_}k z)&L#Fd?!;;j}k@romyS%nYsBN-Fw15YL1*}@Q3xBL(9L{?+#83^}}V0^Ej|RQ)hZO z&tM-8Fsd5U5sU8_-K+^(`&m7+$+k5@sm-D0>1dD=aJ$`=jO~Sk^V%W8s+fCy%b(O} zh|%^UJc+htkc2XN)K{`|;DkRysl%a_%tRK);>+Pt8wR*pC;I?-&5Z{1H)?HQsE5cJ zWrJe8VZ!etbmiE+qM%8)TD-zl3&>1YKOP{2vBw#l__9Vin$dh|Mh5we@*40^v}f+N z#2qHac3+z;&dvgBCC4O4IO1O0JS}zVU~WxI^XoW%UbZc5l{?pDM2b*DMN47CH?I?y zolwxDcAwz55xQuqV-CDhGDTv)W_fU8ZLG)5%!=`hxZw+`A}&SX?@$;=ZAKy7>Cy=;o?KN?_W7iF(C|o%6nx0WAL3rty9vl+bga z-AFpo6nc*?mhFcme!4`sGgYv&CCRmUGU0V30OPzkJ5en|bNEf!ib28+^-SwXdhG&A z^G>0?^M!L=a%()K5p5d#!6=D+Hd$ybJ=0HR0aC-q`{_w7pGC?~+~3C@10SprDjzUr z#dUq~&%4%sU73GnU?z6QahPESdF|6j>w99^=_V%|*Ma_#=(q(2!Jv2eWn7SBJc*4% z0k-w^*yeD}SXC~bf_ouAVilM&vBwhdJN=l2FEnOj-+11UPV3KId_C0d&hSmuSABV3 z=Xog;gh8mpRqYvtQ7)SqJyLYJOx}SOh9yKmIv*UqvSd#=R!Bk`ijhvP=#MkODu0iN zqc7phk;@Ck?>bGl7lsw6csbiPgATQ5w`R8i5?cL%#o@@ zs(p@RkdU5=RWefn(Zsk$2pwunQge@q}%3b~( z+}=UI14q7hXH#l$rvbw&&31(7tocA+Xugu({g_BWWS7%n7kgpuxlD9_WFnQ{;)Fc! zx?;-E<&VBX)Ov+F8R;sF)jb6s>uwop`8+ixjqbj)Qt0%qKWG|UmYZMTq~p!}ghTt< zA+;YDGyl_ZHiu=o#zWOl2BuRYK3h(}rZsN;)M>bc43Bye8Gl`^1&nHUFt-GR>!TMh zCC5C0+#)gqPUJRvZl=*SdFM+b)NR&iYjYKa+s~dNUVW5TYit|ein+aO!!8Jlo9Zn~ zrp&Zm3a!fayS}2LFT4An4dnb*m|@Xq%f%sTR9Pc5m*|>Tc;T9g<_~Bi&*N+i$LCXtrY!Q0bJSen$J%P~S(cyZFj? z4MVB&(nf6+gO~ z8b3Y)tjP*&MSjA*lg{Osn-Qg;wUH5c;LuQ}(n&|%GNaRJ+>6_+AY*21BY@K}s8S*# zw-MBT<*h(nF8ZoLjIHP=7ogS^^ewzX0rKT1e)fy(JOvDt0;C;Jads=e9q7q>!F$J3{82ubH_n~l6c*EjS6l?HuhztGn1{`yst+DT^&jR@6(gv?mD)tv?r^CI;co zyf3REAu@nDYlu7mqTeA0Fsk3ZK$3**>j-CXxFT@!JDpIyGX=BDT^ZvJqKpi3;0Q)} zSd1O0T`}eo)CjOJbgniizWqGT<@N10aBzKgFtoTGBDnN%97%?u&Cv{=epAkVSbmAv zQspv}>qt$kK4ZdDQas|e@zWob-4SU~_MCe`HdZS?39b^B4d){15j7QMb#+9FYCAJOSyRRV)kbl(2S?Nn3jGc&6#S;mU_XWteda2)1D+L zySN`7N#g)g>)&O)H-^>BZNH5})4!jZ2=RJ387zAlOqMc^9@H;E_VxM3}>)5&+ zpMS%b+3r;?QyEZ%eLN5IEIA|GuoUiPq<3uS{k-?I+^Il1X{{|<)^;#Nh-6H4-7q6*F?n)hN;m^` zA7_~jx@R<`U5$)Vy^a>U~A64ZlKg!@!+Xgv0W6(Y?A=4pd|lkmY#OHnWb(qv%69W%Ba)_^<^)G6W|a==Vx~Y(;RnsTU>YPcIys*r0szF6r}Cy zekvfe*^AzCX}bSyWw}qqSE{q(PyA>#0mv7+HEltzVGq!&F7*K^rJQ`UOY?JaLE;FT z9fXYwv{pRrLNFiG{A_hHt@w>r?7&ZES_()P>BUFdG+KH5Bg~tLM=M#uYR9abh#HUR zm!cOkAgu8z$(SFn3r>}Mmd%_xA@X4smLMu#AR5ust6#dZAn)ms@ZLcN?t^mzRowQO z%xM(3jQP};$IU^i+A5Jn6m7r?(A8A(GB^Y6GV+{s z_o}h&LLG_AEa-9?CI?X-?WPuUVUh6p&fPwZz0lXvzGoYrO3mIO0GUjDzCQ%H6D0|H-jg{Q`g?Jj(*2JemKos-X26}auJ+u+(AcOs=0)2D;czs zywgOdRM75E9Np8Xi%BRUeqgUIq=#0)maWoBbX`7xo&+-~u}k|Vd{~~TZx*Ax8>+JI z#lQ9Kkg1hyhbJ%P2{>gpw;~K=0?}}moF2N~YpnRMI$kTZ3cYVi{+h@V1F2)~8KqxjX8cXJzDALXTQjehyk>bEi1E zjJP{q__TM86JB>wS`wi`XvQk++pIukq}5e6rNH~$#B2Z7@=-ifa!l9ZhU$clk|vF} zP1)$%{0ZpPXk}3zcY>cD`cY+kSsl`4d*lnFZC0s+WFDs(f)u_sE0*=iF^fs=YLZQ- z0rgVOu`v6naYU-j60X<%HX*M);7pA7moHWQGndRb30W* zyCIWA_n^$2DW8vsdJQUy_5>a4uQQ6sQvb>B*Q?DjgJ%|C{G>VfJ&}O>0uw*;w*f|Z zyM`li!aWZL4wM#>+@BQw4t#q1uEt**yUPWILi*4FV_O99(`x3e z3#T4{t71)}fz0!kG$*|+X()}KmOl33_S%ZmBK;c1F@PN^68@m{VhQ!4A?kV%iOcp{ zB|a>c_u#JK^3_VNYsUVA-)F6l_g@CUQK_@EJBGp4zL#vD{l4lYNCB%o*Tm-gsbG>S1a8DX3AV>*fMkA(;p>QK@W7?sM%Kuy+7{IK2m*H4Uto`(pVXWv_=^T^ zgj9Y)0==EISXJ*PqF3YfU1Fk^#wM-Z5+J&E6{c6On3~G!Rr852cAlWvRl7HF)HS=q zd|Hg@BSl;rIl493rO?o|k|+jN`^E*?!pnKa8nMtUyvk^3cFd_>&5;Nn1eeDeffBYX zJtW?k(F2Ie_Zh|s?_vU#IK`^=7yM*f-W&W>z_|%mj9UgY@|MA>CKjyNlaG47z&)M5^6xoS>w+mn_SyUo4QxPHjGz3C& zQCVUq;kIIzErGs*&KJJ1(0*ED4TXLdV^Q`X`^WgZlkC@Lp{+)vOEY1xS6#1Kc389a zoA$Bss1>nauSNE`OnfB(HA+|BI?xtM1U1!tZ0$qNEZ#afhV@bpz0?iu#xJ&$I-$PL zma5J=CMON6IF_xPbCA~bLu=}O3nH)lROqg`Uz#9vE*&&4O|_mNEW zsmvDrgl}#_`#K+*kPW!9gX)+wS**B^BD7-3qMbXjz0$P1D2NaotLc~onM+>GPN3K- z^JYJNi=XGswe|XF&*+3RV-qrd1#gqqzqaOmFYCd>wSYYJ?i(ou zuqN(`r6kD4ye@h{rWRdQ%xO({cBO?kK>}o-NeGK6d0B?W-!_>WEhazoMRFp z&c36+2E((0qD|N`)9e!tfJS_X{V%$N7RgU;X2p8CF_+8z&Ms9DuArq=)RX7bsbW`N zrsqh6hJVy~eSw_q7GxA#uh+ArS6Z~dRZ|YrJm|1&>j8@3P|dD18L{PFUQA7ssx#O8 zP!8l9_~sp2Ya|mL7fRwL7rDp67wt#7+Gx3e#wf^;lOyhFeF7DHgEoRgKl++Odqr%+ zYkDLQm_K>q(b2+y*+bg#s;4S(WR>wvLRjAuYB`YgPP@X7}ES^;QN9f;O4-%OM8QyFY4cP6oVIQh%3;q95S zG-AhSZ7;ByR^&oW=Xb>EI{|M?YMR+#gw?ktbr6Zszf0=1J475<#V#(#L$vPMR-dJE zf_v9yhzWiE17J4kKm6Jet9j&=6V7fz(CP2pEmjSGZDdKvOuy}t{0Chko-HZ)$s}h{RAf}G zQ%)fWC&iBu-8xwOOCgKrVG+hBH6Yw37l^!KV=0wEn^0$X_TqbbjFnaVB%~kG11n%i z)0Ui7KB}tg)Tw{#S^hA=OiKJ__$Yqs4Y4yzEe00iQlyn~iX~uv3{dZD$`w*{r-{e6 zq3xmW{?P7L9PJLYSvzi!V$j{lbXQw(UAov;#Xbw+=sx06tqfFN%$UJHbUsoRy76EG6TX$Y6B}pccN|8HKmgx?n&#c>R_yKX+=GC&_ za3G;(V(dmYK>C1Dk95HnX*gc=?MzXts__Yn&HC8~DHRM@zqrcCs~O6&h|zKrKYDEwKHEsVS}PU~Zhx%t zhCpszGa=0G;!-7j(!z8y&0e~*q-`~^S1pB7(@Rdj8q^Odi!5Ew4QS2KgCK(#D~vSk z1c$dc;=wqV31m^LiS;8(bc20td#D4gvGgbIyWVMD zQ&q;byl`yzb^JKCY>y^DTS0C)NGHYH8-rdln8bVcs|o*;3z*dhlkh+Qzo(F#9Mp@V zn2y=cnotLwACV9eb||xuES7o74SslmuXAZ1M~oz@XiZ31p4CX?)FPMEPmNR>jv`Bv;h#|o85_b_lN75&pDS%dGRaDpC; z9|q|C54LM)`1>aZ?FaYVs;#yR-+P%<_*M`}Q5kjMof6FwvZBg25l zdE*WW1iGayWzRy=fWP{{%B~k5OkK_S^B7t!`mu5bVDkCN ztdt=ZGo*bxG|Qt%ojYm?yd!|dqn?rq$hlvF!ptbEL)|BozZ(0QvSfIeb2kvYFMJvi z8x{WeTi!DS;vHP2f9I;1XN8ugmse~jrEIqRVgA%}&JtyZWalyl|oyd4|0mG`vtazZ!SaNpBjbJ;?}kUvRz&XT}!bFptASbu&tN zMxAN?ykEnyIl6~^)4+cSUBuG%O#1GIn>lkEhqFAASJvsS&NIx(3(L@$(@f;;UDAh~ zQ>RcnY(LHYb5kB9FNj>br{IKD3M@zm!<3#Z4q_XH&T{sbY1h!_vXAURqy%l!c)h9UbkNbWa)BTAKOIijX6E;S_RZ|kRnaME zTs=a#$6lq}{UPmQD6o2=0<)_PHf%izO<>K%F5R=UcJSM3rD6r+_*eh*5}xwW+9Aw5 zU9Mj941*P<5MlP(q?LY(#Y}myXEm1zAFaEPQCi&LhLZ^>|2h{^3MN&s{pg?`mqKW) z45a?lj{c~q*cVuw(6|_<(dPX=3`@^CSkae6e^ZFR6tzZwLr!Hk^ zb)jDPW)1Rm3ugz_i#BR%;NfQz=Pxm#_CER&A1f-&9UX+zMC6(7TnCv>mfxgJJnVQz z6~)iY-Y#^#kT}Z_)>Ze!hHf=o6{yy}xelDGzu&aDn<9zhwPp9KXT>7;kp8a!hGDnd zBxVAWHNzB?S4xdgv*N=kxN343Nx0KN1`(TD>TD?@ixo~n$|idj$%=YI$_ZIM%pq7h zn-ul5U`+R`)eyr+=Ad~j7PN$y@;EoOpS?GyZg+AAaV!z zTa@}~edxsRQ0GHnd0N(w(mI5*^(t5+^bagt5timZ(#a%6DL$Yzf zvjot#n6MT)kw5hHV<@exx%#S0kA2V}_QS*_Ay~B5hLi{D_8$Y8_H%WG?Im~7UxQf- zuC|A#6?yg7IKbi?){mIJpEPU>KMA6HFA}Z2v|y~{jsTZ{P2S?Clg&xWeU{oqR`nO> z2&$(Qvv8I289m$7uQj#dCDQ2cHmLc3tQuShpf}d(#WUp)KNo4 zf8@%$&>(K5upOb5q8Fbn!;9n)zI@j>0~jJAa=m4BrLaMDKsS6MLtAoA+d4M|BAuY6 z3lv)?VVA+X%a7G1%pe5Q`y^~-&`KyD0=Yh6BNv^tjyuhtQrZnMp$&@5S4$p#y z0i!45$u`!gUV~>9?I)&jK2U^#ETna8>)oRB*)Nm%u1LZSRul5=pn04=%l>Em*x8DU z8$Xw4@aF8a1B<=&fD29kG4UQ0kgwD5*5N-K9rgACJmZBf`)~-3cX?O*K2K}eDJ$8A66$MJnB;#NASM4|t7TR)q@v~A_wAfg9 zEp^R}Jqx<)o33suzJh0*S$z5VW>0egs55S%?h=gI1Ao-upz%$J2f&7>Bi-)F?s~k_ zjM9VMZKas#-~q#;U_zeOfFMW#T3MRn0T7Ndbc*MlCfv`-)C(479J^8Cse``lzF302 zXpp&fMF>|V z*j9W#C0Nb;gj|}Ws2CCzi*z0sbCx;NB{tL7yzXW1(|@V@&F1B6CRIm}I=PEUp8Kj0 z&2k|?W3)%x^ecX4447hlV0skOB4qvkrgW02RebYcFtx#yV|xNx=C8KZO|GXC*)>$)xh zK9)*{a~vI1ytZbC+vWFW;W@UE-v)MyAz!qR-fENW8gSC=G)7|79{-%$YSG_4?&@P8 zd||U4>9bKbk^7D=7ph8~Ko#c@Exq(md-4&p(f-Gtyibf`E80hL!=;itZ=IsX<;h{< zoOd9n*GaTSvpy?&E>!dd6U7C0N$+iwvG=rPNpe^RB27B8d_T*k?JlAA4p(z!8wGCWQPbdrU(5p6OzN95h&Z{Uxxe^o zbdoMv4fvTyf5O#)TvYV0i9Un-PGY^^_i)i^>1mD$H;Q_P=77zzqE;te(GiXc>_y*I zUYeUTlZ<3WBD8K?Gm=`q;3=!T>~=?am6JRhUSY+^v6Fw7^V&{08u?8P@WYur-~ACg zkt>4HDwb&{6{>jyR4+z(?)B^ri<0w)5z z3k1fcRp1V?R9I{a#sTCvAC7fC;f|NH5upvgdB3pUykF3NykC=UR;ImO5Si1D9tvXj zL~aY1ZdED|?i>aXj|*%y;prSxjWcki5bo!a9z?Q_l3`{Pr!K&*PkbMaPb!kj{ZIO3 z&6Ca2j!{SXG;n@6Z{b=r{57Mq&5F+^VmqrfP{($rZU;E`xA#H1k1~z+>HQFBS{}In z*~C$HLpFc#?gvNyM}P6o0pqKZFdCtSQ16bx(1j82DGfV5?ew^GKak0d?~loC;V8c* zNwDY{{ylUzhiu%FK4Rqq%;Qa<+0kl8y(G9oy7N<~F&`bK zg-iLVy{*zItRJ%f^@5@N^@5?4vaD;S@BhaM=3WU;_^nZ2_Am0;q?_K5-w#55XY`Ye zfE%2}AzzWx&T`o3t9{NDig&_nen5c>WLZ(D8f#wTh%Tolen9vc*4R~!XX_MQhW`1` zoySw^XZ&K2Hb+@_O)GJO;wwnrJ^~>Ur@-}NPPBN z2yLa(-Wa?lE6Fh;u;HK3l<);!Ud9%e3J=}UA2y5r--NBkQ*4RUJ$uN0t>vmAWYFO& z^2$~%7jmQ*rM5AAyl@4{nm*}OHxpH58TqzjUz81TE~@1*vTMMI@#UBQ(&^2(+RyhR zw*PU8Rl4teU$gM((sY+L8##Kj(y2KvSPq^pkg@VC$(E`y;z<5JJJvB63vGGk)oB~R z$pjnhs&92gq2#jWsV?xjVP!OpTbB9Ef_A^0&8-JDUiG`?F-l97Ds!TaTb%hcN0r4!>cze9LE^-m}wJe1uWa0hJF z+Fh#}v#?r)9XU@a=PE+?Q&pF?G(gVOIT{_Eow@gGzd32mW}Va6Z1C7vTbfzBX{}nv zXKpGWmia&bOe^2Q+Q5cdfuVucojI|17 zf0VjaUJdWUdSeTFoI;bW=hUmV!Q6TtUhm<6!k#P2o;Cp&DKr=(q}`)hDv%?(j0Ny5U|;3s3nZaLW7Fh?%Kx_F)?m5P3>g{v8o(n&iFBxbM|J;N z4Rbt=$!d}vVodrhhksT+;ZkzYyp7=ZSrfQ<5|T8MApHe-0$FVjq|wb7EY6Vy>A;K> z^9fCM#(eAb2%}N!(}(at&TX@to&o*tySlT&>lG}2OJ}coHBP5rvrgJ(B-)J2bsbsU68ehDv!++;G=2}tF$2Slw zcko!a#azLJH*GE$TY+3+R^zg^Gix0c%blGoZzrjStBM+7WJv4H0?^NXq`q{)z1iGk zf>L;1a8u=DVOP9FtYkpFM&~{+g92oZhX+wzGUES``9h1bb){obUp}mA_%d)8-mk(g}e1Qpia|3sx#Nu9?3AZh&*gEo+&ZnqolJ$ujmj~WLV z-2lAm%#c6KL}D(}*-Ft*qTy^u0hi{>L(9&E<<|*2@@9|)`eYF|f<@o1`0Y6BoL^}@ zFS+bYqsGw*&3+5_zhs4*?uKq`r_7XGzoKBr*{YCs=r{aSGMQn{3HOC#ms4Juu+f`R zZxyVnP_-{u*7!ojVd^VC<|Jbn)MtLi;!4Slf3=Pa+_zN8!>b$9%yI z-O`glRhKa61(E&eL}?7+cexp}Uk8HK6%32!A`i6Nu9ncJ57v&M)H!6zZr7=_ai3Ug z-go5Qvf1Q{bNgCYcto3n-&DuR2_vR5!^eK+twMn=?Owm?skF#v@zR`xNPOsDlC@0H zwPKa{O+Rg>iQ!hyr-8-0fHtW~O4PvnCyr$}C+VW~I?7fTCK!tb%fEW~!$d>!40_P4NIqh=HRSCIN%&sDB@^O$+!C%oZ& zE|tAZ;qG$qkH1X#WB*(;`0G)Oyh4&`zyF49x7?t%uIr-1-la{AG4iPM@_6eTac2?h z373`7!`>`~O(tEcYYhDp!6M?fGa&T;3R)ZdKLxGXXp({q>>>0ZU-6{C>^bbRQsuY3!IzDr5AdwX`8Nx4L3KU+vn`YvHzb9WZ`vcM6d z)AEfFZ&jQ_O@!R_eH}(E(#+I;i*3Qk|KjSL!ZYc*ZXMg{*tTukX2jMD;wKB+dHx;Y)g*^lqtIQSa~e(SLcm%V0R2&lhyby2IVPckbf z8(rgLrD!VpijCQIs#b>_jZ)d-4sN&82QBFG{%-8CK2D5)JsHVu`wrm-;Diqj58)!- zqxQ0TGL0@sgo|&8idcsH)Wg0+eqc22%lot-o~yOchhAmFBs!cO7behA)UCy2@AR`5 zQ_N_u0is71W{}|qso&fOQQ zX~)(egm{)~@8e_oqii7?Y;k(ofV-knF?P+#Ao4ZMouNBjOOh-a_KY}LoCIeFNxNL4 zKtAI*c|{58_YN{mx`R-^Jjy^&zM-SYdPtTFlH?=Y?n3b?7d{`>BZW$kN?iyCW3+0xkZfA;Gm^PAKQ`kBWE z_B<~CacEZPR`>B;{##=Ny}cv^Y%y$vZvVw{8^0DF%Kyc3X5Ei9Zgs;Om`nKe|5n&c zP4(X;FH)!RTQlH25gNmQ*+}PoNl_n3bEvD6V4XXy=P8};xJZ>jB%9EAQl{aEe@k}v z2OGcLg>0P`9$D2U`mO1ph;zbcBIRZr5VGIdeWZEdvv2C!WyPjvB3`U_6i+=7qTXG- zpAI={2}ws9x#aa_7U@O({OaXN(9T^e8nTAR`*QwhaIJPjHw}lq@`N|g?dlVw4K}`vpMawEalEf0NU&7bs~)`rb zXAuz!r*r&vo$yi)q=sagW4Wb?Uuj44{li_ZOh2JQu^&QG!!T)0B5LYes&$k9?fNur zl4seQoAd{Qk$A`$MQzMh!gHES0m)yoG-RQFPH z82xUHYpE#4>MEg>cf`Xq3BgdLxnUvv$xgFD#@a5q)b|>y0v>)DV1)Czc71gooY=c% zbBD{sXH;1@o?8@B+P$uFSdKF0Bb`MeK^`mH47JSOqd@cbQk!eMDFXh29i7c#&SYRt z*mkqTdM`VyyCpoigM+7VX?pRD4=pxb?kF!_>lBZTg~|6%$#0re{z9zPetvE&I3AaJcVO9Ga#dFTOykzZCkVr;%yrkH3b1S)I|IP z1K4UPHsNI-dBSCnMxe*!j+yXgs=AgmX51^8V;RYv!x|0U6(AiQgC+es@xn7xC|$0f z2zO`wiSXzDB3y6Ya9TCjETB2pRWUcKs+Su`ZP+x_9J61%$BN`E5DxnX4U4`4a39P) zYeso1tN?rUmBOE;zn2mH5aw$ow62S)L^uhjwJ;tUE)15}YqP#{Z$)F78of zR`MeR^M6#$M!PewOGwy5#>7fQtZHqEh zaX{P-;%6?g*b2#q#la_j8*~}u6Tct2NZ$S*+fulUHgPF5C~@=%eU7yEpITnEZ(x43 zQk%{$g?IPA}raNx3Ht`U8Vkl>bs{6Z=t;6xMm5b5n)WR`kvR$JW11|wozyGgFjpgdFcf71PL5fcLXT^#$%HHbb%96>t}t?Ss3LYZ`C+{*3GJ<{%YJUtipN|fiH5&4 zeqQ{0xpPV^7y{3^vBnpxCxRfa&XEYQpOfVDR%x+$j!nM@c!3oPiYyRKc9<8`E+`s$ zP$}Z2%FL4zrHT*oYSlbA2An+Vg5YmGQ7`hh3Vem!&}{O_&X{H**#Qm+=+MEfen56u z6UAoHZeoGA_owes9`n%t>18^S@5wcFl4}oC`ni>w0YM-v$BywX7meU`v0p4ekdQlN zQHD0K)t`oOqTBsnHT*VCJbADQ@rrRj47r~_c0?7!e+)U`i+1IQA&>jN%pLf{kfX2G z2Ohn?{$J+)ke0?r&n}am4@C$2fPH{;Q91<^SYvC8F;Sb|r=(Luf+SxRibp z#OEx$d-LS*M^RVkUxdr|Fos_s)2)B=@Lm8vVST9eiLY_3bcwHi#jsD~_-S|OwI#^B ziX?x6Xi3omk`;-{t*4uS8+T`a-2GfyA?2n-mVl3VAo4yS`Bhgw?~GkLmMgi5D=-=`#aLIHTA#AM|j* z6q}@n-{Jw~Q}<9|#uWTO(mW%ylP3^%h}KlvI~AmpBy<@&F6Vd)zBt`F#yQ7j>1j&H z4SYH(K1>xRefTs_G23{9)Gp-*uy6bNq8l{9zwfOE|?a5 zKhH>p2Iw_B3#A}p+yMXj#~%F)2-ne11r}rMNrDhq-_OQ63ns$>0z6au-URjLZC`CP zQL1m_*UHunzi?uPde}HRlohnnv}!%S5dsTfTZ_=m7!fvlB_j^x(>s3v`&TWhT9 zXyY+~rr_p;NV%5l$7#fQD4c3kBgYhDoUS&GbUSYB##_ffs={Jdgj=)+v@0R(-vYK z(2?Wa5C^;iy0o#jAtkIoNklk1Oz6lG$dEefipV?20;K@?yr#J0ayPGp}!Vf^2C0@}$3^#tR!@18DBlqI(p z?rB#qY~uJ0UKl~gq)H$O?KTd&Y4g0*{f8C5+6eqKL-~kI7o$=8dsNiPZa-MAWG`_m z5v&}KtCjJ=;!cO6JHDFQ(y>sKieo#r4>_=iOEfc)UmH&Xe&MXR5EoXFd2*j580z9} zvpAgT))t~a4TMaIadmTG$(JbN+BKE(rBq;pXgO`@mRiD?;8`|gOhbBl+Pr$FeW;Zl z!g_AXM3NpH6-Q@H=+@|lbCc1${Z(+LUNgzh(j(JXc&?>io*+M$IRi|Hf9y~u^@9*j zt1@(g4e7@*FXz;DVVpjEd!Sd8O6s9L|BF30HQB^&Ff|%YR8wjv-RO zv7wU1sJ20Px+OQVh!zo@dM%~Ws15Gnvv^F297b+zm00?;w8Sfc@HLynU@hszuVzY0 z#9)!zo5_(XE0y=cVdeFyf!kknTwIs%H_V=*w;K)dU((lu*{&lp2sp)S$j>LUWF8-9 zYeK!7W!LR8xUWGfe$qutrz82@^v#`vEUvfrV2eUEUqe+=41AUXB+Zk$qAbyqx@NQ} zU7Gq15tkOsE%9zcqL0wEEy8dR6n3m_7i5A6839^!1~HTd6lmp*r9vR-zo8Mqzfawt z3UR}krRCl>!D|DTQKp#-=*v>=%Q4{Eu;m=QH-lwDQ2eeXV4)eU$mwXW~p^V@g_ZTjs3mO8;aLRR`v zZ=a^_7Qa_EH+&I!+rB(l1dojfeNTwiQ3BH)4;JW)RpB*c za^9 zK%W5wS&8gjBse!t?x%UC_xKaID#hvfcYpZry#sTq3nK-eJV4h><&7cAz?YyEb{zYb zk%l|A7hLCR(w7Z7zy!q||6#OW>3n=%S(1>#s11pRVLg0!V0*FpT_jX@Ph@lkM9j~I zsWu9lcUpk;`FU7*t|udm5e)xC=-(HT_`G%5)0^vjljYj>PO7UkqB7%cd-7c8)`+5c z0eds~^~sV}nP!7m0{1RiPPs#Q7TSgt&-6j}bnmYVC;39V%DIuy<1Z26TAR380<}ai zWy1;Js%iWrg!{D}ECq?H$wkCk6)=V7hf$eCIX|k99#g0F9RgH^qeXE-3_iIkg zZb@)_H|z=(n4TEo(pq0YT2aydKvVE(jKOg-Z$}}5_}65e6i;XNK?L_;7Zr}12SJ3R zO~~&6mP$n!fJGY_2%5Mp@0&~C<5KO3Wnb5RdT5xyIvEMcL5kqrtOh4>gNg6Ug-oJa zj=P!aVNQa8(hka(@h|ydB70z)NZE%4|K!9xooaZfb8kKgA%v#Kh`T0Za>Ol?`Z9#8-M4# zj{2;?i?UKA_@fhyqu+scs3HXW+Q+#vxkU_GbSFVt!Ggo91VZIem%soAuc#3fG2L6S zt9i(FBU45#_*L)snm0GS*tr@`(%yR9c}vyQwq>`%9-t~7-z8 z$AMNrZt$S6 z3X`LoF%l*XaLe_weqn>&89mF@Rt`u*^FAZJH$opbr2Wb)lzO*ez(U5VO77dCi<_Xu zLS2K6kt^HcpQ!A!*dW#%tdoZk}xX-Kwj1zRRIuAG{a(;9pr{$o7j zW6AY)C+F$+5;K$MJ(@B4kRmU=qQZP7ze?KNgho$zGP_u0_$srXCZ9JSBj2FK&r{@C z*fQ(DYR z)SQGTVQ)AB+3gC>y{f&l#_eCQL`%4{& zs7ch6jQUT)+zaXpkD-(Jiol_fO050FK1jj-PcCLcfGVJ!|IVwmTWc;kY4%L3?QZ>= z;Ik+s!It0#0dsbT2fLoZbxn+%Bw<~)99o#>OL<}Tt_nmhj`gf6+CD398Swb`1%w_HzJ=sZgSW@c02|s~ zM#~i8MFM=}G6GDBnp7Pp7G^_vgsS<(M6aCjMk)20t$ChL`r4N0mn5TC@%q5?(Mq=H zQo_KqQGqCICM*7`igsu)-xj4XdVp6tnD>b9J#}4TJggv?daH_vy-+VrvQ+Hd-4OS3 zAffM^=PRbQxyH3B^Xg17F`}=pnCJBH=k3c(+~>qxy)ZgxVO8=q_K}N?y>M}Qnm6{Y z19u1^T5qn7tN~>>ZQ8Un^{#?Snw+KCpd&GzH+kk!5q`k1<6ldDZ|08$Ryj;af#;Ud z8w)z~Oa)XDScq)drk!Fhk%exG*F^aD3hw#+b7gb6Z|9R8%5w;mqH2!1PhcIP4@)u@ zvcCGauV|Jqe-w?;1CdpwT@62mCfD0n(Z=g+DOqYYegm9^!t&X_I7~LB{=k(o!u9@URDKu|Ic&LnNIb3Vti#h*1!Hq1|nM1jZ zhBc<}#wox10Q3~U*6O!419us+PA!?n8qT*_PO@Ze|8k!)Z06)3xcxLc=|B`->wZU; z!{<@er5;`rtBo4X!L}QPS6))InZ4e?k?P@vYAEJYy51sPcNn5fJ+px(DW??KD8hXb z#!|=il}G=byg#9iSNQSNmNSZHi(vn3DNhu{aB*KCOR?O-zb~*~0Ck)OnM^@U{``E$ zcti`9OsVhsBE?PiM^U5k7#%A;cc~K812@2@`Ar=dHF`|wwL?&rO9rPZU<5#5HKqs) zNV$IiQ_$p#4(oW$nE9^lv`Jy-3Y#sf?JLj_D7 zdg+h~)nJeuO)@+A+8G88{I2qFdAbgatg>?GzuL`cU2z=gz_`_Y?v?PM`Fd`v-=o*a z+`v}U5FnTU+qOI3SC2M!Tvj`m1*g;(FHQnpp~j6WX+MDLA7T9I9BOt$D~pGEq8q7t z1yZEc)77sK%Ka-N4OoJ$y%a612CV21hR}vQQb(fz_Fddy{-!r=G=Q||Hut9R+~!fF z(GH%Eap8n1K6sptm}^`6eRjLAM?0J=SgMh~CPw+uaqFq2F+akCK7M zw{*9J%gX)M{8JFg^VX4}K9Xko9ufT#XOqs$>=P&n!_>&AiSw0|&J7KMHPHldlj!@N zazZ~sH{5$IXG01})dxH_q_XvKiVmv#)#6akK(3x$r!mb?^6f-KeD90Fh6h_QD4A2&Ej=oJhCHtx@(lNWu~OiaWM)yF5V-{ znxY<*%m+1NJ`&06L9QR^*C=SegF?UKD2GA(Ph-e`Jp#nql6hZ4KNrJNIIpp2BFPcz zZ8*je>S##G5$b7J{&W10amo}C1aB3!{4vruOeqF{R-dFx2phi74c5~d{#zS$T=*^8 zK5JmM;~o|1?dKf-I6@r^F)>14>_hcmLx^-S2ht2<7&^~X`4OU~IH$Bzm~L$+}TaZDhmTB6(o{1r%F>Tc;8jI;T*54;?ORI*DG@IXkrn z88kk9%wvZ=Yfw)5Tz0H!1uNQY;HnIk2Uw9_#$uVI`4TCnn=I@J4|pLF{3->b@D0=& z$t6>!MdXZx+{Y=k@ERV6(R@mvu`n@?G&6IKP~X2rJL@SUF%&T}Y-IPYDc%*utiDyE z9y-v5(Y1~;7@^LF|I)DE{)YNi6mSeVJ3FXE9y_evK&_c2F_2S0AC8bSv=- z5AK)4PpiQQy55wTvRo{I`swU8H}GkB>{MMIJ~btIg{4jW>DeEDV$@K3L#S+Eam^8b zN5fe|*7c^a+(gQT8e4gOoF=yCIsz}R=bP%wJ+oW+xcXhhtn22ddJt|g}N_* zqKJ0++0Gvc{H7GgMkG!4I;1jugs@U_k&S!fjEYNFw>XH6+01*j&oKd$i@0|S>^Mtr zsHC%wFkm?YaX$^{p>}y`Y=m(wnBJRtG9(K+-XzYPHJP$(L8LLYcQxLeESUPFLF}J7 z5FT0MIsg`dP{m^_x&^KYy=j}?m5uVaHF+OW#E*Nx4xw(eU+23?S421C8X5_AY50W$ z8XO;hJ=QGc?3daE8vGQXI=Ba|w&;Jd#R|#r4LwfwrWq85Hdulx<5196zj)ItdYRh6V8n7ol(ElDFFTOV#cDY(f4wk6B?;MboBxL~1N73$cH z`Iq5tXfOviragjUb?6E$kM#3C5FXvVd%ybhs41Qj);r3Q!|N&zv>|D>1)z-K{bdK_ z?(&idmD`-KaSpmyZ5B`|ble}}D5&QK9hnOn2N#2>%XBX(^UWy9nJt-+A*FhjE&33)9nrLBwQ2P(e1I+<0hF$q5D?#h)XjT0#2M#+MxMChi>b>YpE$r zO(jK8^DX7hN*gv=`DcFM>sidBQ(S7lNQFGToQyitTn{YVa(xd@C!FfK;L8J$Gf^bz z9@`fKhYa*{i!#S5Po;1EH?aui4&^q+31W|UY`N#;U(BOEd#K7Ew(gntEYzjWBMCLQ zuLB7w2d127dR*ynL{vl_*k>i7++=gq+*QOh{V6NsNSav?hGW`aY0}u%*{rKH?$!Q3 zru<0<5B?|*FeAt{xVHny|91lVVqSBu3L<^WvDkz1!bIxARIgBPl6<8Y1Qp@g*}TYq*mXQ>RDCd`7{0LN~KRY;|h()^>i#U znh;o=Y7RBxFyRLer5j*P2`Ap#--S~qKe4HVKdpp+Ur7zy-=T{}av=a}2n@x%5I?uiECWtNs$x zw|z8*zT99VLE;BlEGUVYs5z5)Pl_pmevxOInj!=zpCUCCnzakfJDWG%t zCd$-MxWh1vj>eO#XYLwPfNgSW&bKs_v|F8dOo`u`Jk$>;=jtnhqpJQmp4aB2-F*jx{ae8_0L)<87j7sz|0jP}V)YyIy_)qDWiT_>h+vu9X#gN2q! zsa-AK;d5#u;ZNdEuEgI2u@mItH8)_{pkIG@A|I#vBZjJ3o!>OJ5mTLPr~-RtU?cC| z?pEP^6T+N}x_*XUiV3lvrF@Wt^HotH{EUL^qI}D83pW@#!@eS}^?;XbP!I9u7M58CBSIRsohKByJ zBs)+;L5~e><3ZHnr3|r_?}?4MG!5|7(u!%f`g^4WM|cm8^XCHO3!{wHM{LYzdnw02 zL>0eIvwSq3n5wk9TXhw<#a*&jn2FI&8Cuek3)(o9H=6Cyc(HSD^FnPZg=?zC=rH9{ z1ahHG_XEd6>Qs?z1aHeXFnx~xt20sE$OArJcs=UNGE&hzJzoiP5jB>&RSKCVdTYy; z`2`4uJ)0z zwn-bq$F3-dTM2SPNJh(EIerI(UFot%ubHtM3Xu450($#iSUcE2EVF2bnCa5DF-i3> zlh=b;tQv~wqiT$mF1xBixVi$_Gy^Q-1m{qy>Gwj!4tJB{N*>MqycX@`%l-KpG-gF} zc^4^hQwKaywTmvRL29ik%+j;FxX8T2PIcqvg>um44`%JPp$}U8$?~<3+N7hF*5w6S zi|a_ndsL02=B6?(WB$6H(VV`4>-5Z$lcP_MB!L{!W>>kiDkc@9aW_z^D@Q{H3=c&sxU9WQw2L}%PB zzELGzuvfo(sn$GZ6DEDjChz1jrUvF(K7OnHb}q1HQI+vPEO280@6-EXmOUFSx07MQN&qsZiK^}gZf zbneHA1Q3kPd3I#3UZ`#9vwNl0Q(lrF`gR|9$7D7fOAn|x{+t$EXdE6TGzMA6^#e^J zanT^~!*x!tisPU5Be(YD6N$UkDW1D=7zG*>Y5>6ygB`75CJUK?k;(L4LBzmTWw}@8 z52f+@C~G#2pwo<2du;b)Otk9HH4J4=V>ZgDCI{rmes1k7IYVGga*swMn|m&jmZk`^ zON3h;MsDG8TP(>eAeVpjMEz}C7O!zFIUi!{L#;z43M(aN49CD$t zJZpWsk)VzfRreN1J}ClAYp9rY9Rurd&5;AC&8>K@hWOo+`gi_|U3NAzh^$*K3;R-= zU#X;yNfl9;-bOyPp-6hh7ag{a9D^lJ7+=&*pVp$NHe}Q6pfW^12+`+}@{k*5Es>oa zr=0q)kI*1<=ewlF+Li$iB-Q^5$XWRj#cnOMnqm7c4{cn z#96{s{Aj)(C8~{|Sy%nvF>sJ}^M;$v+?T!{5kvnDn8>x!HUQ zJ}d{bm)FPgFPD~kw5++enCYsaeI$Fbn+2zGq4!lp?^yTI+0>fNHeyWqGTb>k1gjrGIVtTh5%t2*Si2i}G554ZA)M(g*3;L=@btjd z5V;|2$5wzHy>67Ar$gjn~wc*|ILm>u`*AY$5x>?ov}*~qiEy;W6mhY z5N4S?BldY(*}F8tY?dECT#ugFKHpL?X$@A{uuHO=zut$UulVFy*erI7pekUu(nM$x zR2ifn<+zo}v$k6sG1$WG*(qa_xG1=E4maC{aa*3LDtCvMn8K#%HrKKaA@k+z>b`2C zK6V4fVe$N^SnDX_$?{w7q=aCpv_0|f`lotM&COC!JV>Gq$mbHiHD$^}s)@01-6l*) z!)bcuAJeI#gOXPv$8*F)pV~N4)&5h}wBogYEr!0@3hNIZ2rBlW-))_gl)=9i>;(aodZs z3tB+m59Qy;Gc0biA6ArcsNiGd`ZT8?X|Om4R_RUQ?H=r_J3+oDNDT*A^RY~jE{GLO zf>F@R8y3>YNiXadE;!7!G3ESfZ%E$xXL$O)vaejn&6)Ljw@|j)8@!O2aecZ)ZzSvJ z`A_TPOGT$kgJdGfe`=q5r9#7#daZ;tpTnV$Ik|q0PQAItYK7tz0!5npm|13`w(PCSM?=4y#8@IX|^`l+b-! z{VM@7uB~H-9#hO%;4j=BCQ*sOmGce1pO`&@NZWCFfCjH47`r(unS>!@4hh3L;qW}y zu`WW^Qt}E0SCQV~Q>oBln0BKba&eXegB0Qpj|$E;$y;ZGC~?Eyp9ur|gl2&7`X&$x zov1W;NSH&xHhBQex-=OHJ}~JTT8l0c^r22F@m_mzW;Sq64AEzYI(&*5=I}u!)+Uh| z!8O>JP!6xLhx89#FYj6a{H^BeBz@$Tws*4 zhqzy^#Nudw+dS&X;rL5SxSm;AUve^BJIW0GHO??v;TM9t?b{K2Wtk`Z#B`fzoJ>P* zi$YVIDH2k+B>wV^(_`CclUM2f;8I#FPAMD*ZE4GOXe~fKavBD%>t#J;0pkf;iB+TxKJ^O!#!|`9E6u@WPkk5n@LLL4dR3EU0$dFmKX;lPV7m(* zW#^j@GtueR=G&?qXspil)#*{}8q(qMRh^yk8D~SaQUuHntZ;6^?onSF^geKe9zjpX z_R=aseav}rH(<4uv5bgT-bERNqkXcpUZ9fO3@99V6?n|n7uw($0~#STI;6=JlEO@< z3~-ff%4IrCi@Pl+4-G~91z~^Q$1t&^L(VZA*~1Tymf47PkuorOwQ?99$7v}gL^gp) zt@I{@LBjEdEi%$cvSNi$PiDzwtFkgdkL=18_cN*nchJ$RFtl74r(}6G(bTcAf7|7h zaSQ2aGZL0HnKRoi+STCq&t`d5Q(0bs0^Zc6!p0f3PXs&|vd6gnq+)-DG}xE1g>JUe z?!FZWyC_L)A>#Rt6mq2cfZW4C!fH&?4ecGlVsh7 z(6#Vt7NXgtCfA?7yRu631W23U$A$bkiH(G@FTOwfkAu)t33QbgBy-x6feNT}07GK+ zincCgrWWaqJ6LqR*{RlQ6L4sWWRwqm%$=Dp#*{&Uu74Z}6A#tcpZlnX(d7HH9<34- zl#~zbw;XJi29BKAC@tQrBqw-Lk8CKy(+7C4^}N_Z0a@hRsL9S9Qg^r5_D}$M0I)*w z>!7ow{L3*1l4H={p1gMnBag(!P3c$OgG4z*;&C3Sr#Mo58B<38P}7kqZ>)(}e3nU! z0y!v8%WVl>@E9A*X&K%0fy8C`R3@!W=s2-7fn+M{>b^49j_?zu*DdS}-L)-l8Ea=` zFw+&ZOK~UuBV`%QB}5vzy7X>^cHJdEj;mwuiT)+v4qeV)so+|sul9eOKilr(C3z!Nv&u0%NX85n0W zA=?f#l|sK;A+OH~=&Nf{wU1&%lkPGr?v?D)wuKY^|I!^Fe;_5$y-m_#X{GD84AB+kUi5=%z0O{UA2@*fc3Z5`s?s$bCbq+{|%s%)bIiT4oY|>c9dNY1T`X& z?n}}SgaW&xOADlVT*tb8Pm=wvY~;!tmVD9E%wh9ncf{~>r|pxL^ji$zwxes?@e;F zj*TWXYxr$>W5TGGbyQ#@r>5ok@f;{df|;0=Tf_I0j&=X;-h-&G(|Y8lODCyGs+Th6z;HwOE6jy5OHT!g)P>mJZ# zk`YBd57?b8t!Fc!r_X~0*r1=P5kh1>XI;nb(y+#{tbhGjrt;(*qgCa5Xvlacm-J6B zG285hs7GUqKET(YD)+Fam{CMp2kdwZfS4^_*QN*-N1Xj$-aEyBKY0=5rkB45Ja>(u zzrgcAXG{G~egT9``%}>qcDRa9_mS};*Evw-LG?mdb(w%W-lzdN8__G@<4)-Q)xA@t z>1+ZeQ|NAZ{)WuuQk>3m`cAX_W9`Y){Vk(p0`E4R-vwZ^t9cM(kLV3PU~lxbWBwJ@ zn$-(}(S1iX*d92h4^+NF8XC_LbIZ0>iy;b5b z0w2J#hh=y(&HI}0>y%0wz&gTB{s}eku72H0*>v(`E{ko@ z{LHFlR~HS0`It*Fx6Jl*Fdry0MpRo!VwS%+XO&#QNi92)lyb9aeA-ynvCC2~%ld8> z)KwgN_cuX;4e&(LM8jb)^!1wj@GocQb)d48q-k=d8G3?C=zb{O<*fT8^K5f+bfmDd2v#7n8;6)!z9YNd+&oU6x#&zxrio=R zz=rqFd7_$y*S9@kSO_(W6Womg>5jU9zw9!p()SWCcJ(IZia9ti>38#cxwe#Is54xM z#K|WquJ;dw^LBsk6Et>_x-;(&WHMijxb@VWKFlHH2)sf%)G`J1nhj+(J^CV%%Q-bL zl20o3sLHBj5=C!&#b5mCZo=mQIi>@Pt!6en3M}sAyPM`Q!RJR*vmWCQr2rj}nZ{C$ zv$JqV2bTwn){gzI7V&*SzcN0!9r{IBS&vFGZ5FHU-)D9!ZyVJ=P!N$hrh*NIn34%p z>C+ipLAAx@EH0(F|)d; zgtC}0A@mxv*a+-EdIUr%0=8flWD3)JLlJ>e=E13~2%LdSTnugkj^xTp`K&k`kcFtx zb?Z&VR0VhUkF2r^*M&rOX-6K{Z0O%%rHGRQqX=yMan`AA6KAVsuX zkF6SOMr=_jqY}6g4BS2L{QH#V@c{^)_36#C5#Mj8a_{XCN~807k{cKkSiN=jowG6D z(p$11K6C;E^ROd0h!KCttGd{IOZWwas@IQ1vQ)G}swoy;QDC4#{NJ|2BF0W=wI(i{ zH1l5BLx)2`{yb>}Y2@#{=}m+^4UF`(RlbA__l1PEyt^k5N2Yu+x^L3`6(Dfd<%Q;k zMn`7t`XhzI&7t6;%~4P6UM02q*DpyZ2-fs(Nq2nR<%|1@(Vk^v4Qnl>RiS@#F~-!B zZV&{!PwV`S-_Rtvuepi|+MO;Fz_<7a^poc5VxAZST_)S@tBLPa@XNc{Z}DnS!hY~y zT#2>BibwB1g?DdwZlFY-&qX6Az8o%Lz>K^=o-cEV(s6>1*%6MF#X^~lhmgNHA_|x2 zz(JnAV@upi!4J8WgLdNW^H?r1R?8Y+^gGr?M#uHOWf;8E))ep+NwP86;751c+AM8aE1=5Vi{tvdy>4F@ zs3GmPy*|LIX7c&49J)ZVN!0ngJhJsmJm!k&BSII zKE3p8*jcL&Nq@GT8;nzaYZO!~g^Ol$OAWD+yCWMq-=LPF$6a2tG zXeaaM>ESjop_Q$iJtSF~ovoNXB;fj9ve|AgrYjo7;OBoi0(a`6&kLsL?S4sZ+Ajd0 z>wulkdL9BfQ|)k0!ca<>8WDlu6tz;dHd-2+*eAeF#4;5TNrzD24X*n%-=ty6pD2^`XLARnM#t z652wHtcM*BXtcV>C|i`ks+DBeNu!^n=9cq;wnXRR@6#pa`I!EL*zS$mE2gl_@i#4` zsGU(c7(y}oP;6*}aYmuXO8VE=*?0z{B3s+Hu+*;ZK=yCD9d*LCyuZ`!3QXl+ZQp$r z2nkmW!S@`9FNkOAYN@vdc|LNs|~aDu)g4 z%5?jVMoicRm7VEjr}pw9UwQ(>rl%(vgaI-e<%?ZI$IrdttYJ#rMwoN|W74gYlO z5ZSZZH#|-S{=4%&ay!TiIT^GgdXSZ~WGs8cl^VD=RX$%casFjvGqcDGv7qUe>*q+7 zRpjdVwYNJG|CF6^3lW-i#W&jbOJj1HVe+3*?qxgU0X!TBpBG19PYefNR=kp^mZABF zum2VhM%~4MRHvevc5^|ZBMRzH%}z#ar|L}1kkaw#pGAcgddw!nv#V_jXgk;H*{ht? zzNQ|OvR*`8&iuE3V3#bD8`V4~czYS0XU^L~ht$HOo=@5K zX6J~MyBjf>j6WxiIoDXMLi}kaX-ITUl{@2pc3w9*#OC|2kyNSC2F!`w7_fpP9 zZMZ1#E8XiTsZAeVg3h%qxWb$JQ#}(XGwTuaD5d7Qz*RdMTID*s9>#-84Db&)u&yGy zz}>mX>iZmgYPD;jpG5;VNJTW;8~(O_*dpMRx3fzvh|K=DiD0N4l||mqvyk?^-1I#V zpMvsI(cL?`6)+P{wK2h4Y0hxQjR6lG2oVvbr|0uQ69coEv4*_8T0*E@F12()Eb*Hb z*$r^ArrlCiua;8w+7!7ka(n@v_XKoAk^c{}Kuy1_Q%{EQ82I7#Ml3XNA<33Bbrw;m zD($?x!LWo|h*y${M+`pBUPT7O$aDqnEm}wjIW&oaEGf!MZ;9YVl-HQoTe6T5a%hsp zoQmp4$XZT9-2$^kNod05KRlQv>2Dz@37~F)#R4VBr<+*#5&HqvfwS-nx-|v-gb}WS|saJ zwWPT#s!&zh`QAr}7EVlJ-$#rT?$ge|52iAsF?#=^8Q{v}fm|g%28sobp7LWVOT%T* zQ=n>+|UU!zZV|B~Q*!MRs?wpY@cvNYzkt~N30Qyan7J$W?};EZ~vfN$jtgp0i!R}1|A0# zckR4JZ+svyFtfy*4{IgV2IC?47@&%@@qFU@anB~^{5aJoBaq<#vL3)Ae1iXR$@b>_ z0_b+=Cq^X50A&UvcjJkP!vr5Pj{#bMlZOYek9ojhGQowq33)&uC_ZG~j*l<`d4KwV zzMx3WDlLBk#BtCOi#!y1&?$HqQrx;{&`>u%q=*v7K}Ueh@C1iW!AA~0MW`z6gLwku z?r%+Z=Eo#HOqTd!qHIT|^H>)r1AO@gcW~+5l5B{(w69z1y;$ylm5?2QhKp&PgcoHHBXXnY| zE6N+|!B}gHbXZ&Gh6&Luo!DfNCTB9a+hh@(kw)yU@NijN&Wj!&%}A`PMLvJZ{DEbvZcgkQE^GVmW*qOWmQF z#@JW^+W0j#PL{TVGmS;D{#G+QO1#++6qpX3*|3IZvN#1U)Nmtv+h7f8vbfm~X$OHC z10cfUmBr0|c!RNx#SSn|K`fAN_QQ+EXUuXHUX{Y)WIBvlP^i9=1iXEETsDkVlr}*k2Gq#E9c}R_nWY|$&W7vpfOA#rDymWrY6f9Hf&5! zKqZx9-EVyu0$`4e;>>i^lAc)$V_AXn#vTRi)qtD4Gdfj?39sJhgal#A;?_&jU^Hi0 zLV^}yapt2ca52@JkC0ADS=@TTqr5h6BSIQVWpN7z?z*iKLlE-e2#Z@V0R67s+=FzI z%Hh^a>O1Jp*mRKcPg&f0Nn?lI8N*E#XUE9QGa%))DNpkZk^xR0H~l$@A;uYDkjZiK zxcL`LIWe_Vamx}Ow*Ye6!L-Jtf>a;@&kAQZ0cAmj8ly=Sh~kHsMuakV%xM=v;vR5# zy9g)?g3=g8kQz%X@hmUSq%nIS?Vz%_B_rzm#d5A0Tt|e(tr>|vo*d_r!5v#T+>(L! z&AI}f)(Pb9Qx>;k0Pi=0A&vc^$|YWm0&c~Wx&c;=iJ^)wBQ+#|v@lkU6`{(-xiGyy zNDJrGDE+JW3WCS!_CZ=#vQx2N#d}X!+>)s;(4EoU&op&RMK7dPjWHg_#o}$maf418 z6@1kUc9AIBYfT$>(rDSM_zsr9ROz7Q`PHy`^eXO%upBvUIY@cJl^9idRoiwT3UQF~ z+&M-YUiC#3h|U`%=)INaTnDu;9=8r8aE7S0k@re@+~%>y)m%u+GJ`YhJf>dVS2ctf$s`7b=k`N>)3Z0U$ zs>-I2g zb`|wy9zMH@f)i&;ngX*>x4>j$T@fBK9u8?N0y7DA&95iLFnLz$jC3Uu5z&uGe=kvj zUC&W8d9j|^XYWEj#knCA7>|+@c6{ zZd_pMt9`*f@9|bI-d7gtaO{sP7VS?gFk*>@&uarFh#Eexjik5;Z-@Of<% zXnt7IToFmATVS=Z#fVKBB()9T=|x~8vBd&UzXY0GQaI(LV~s_(BeLB~1lJ00H{t^D z|I))o5Z)ak%qLYr(xfS?e8Qe#6Ck5k#0*-==tjFT&1SX564DjRPa}`W1aYZPJW?f3i?g#|K zS|yF(ziL6KyA9b!&m%sbbPBijAJz8>JX4ck`V%DlJn`05i9aTd%VotNn}#8%9-;PR z`V!8mR><^e_{2+8mv;*5@768k+FJ%z<7bo9~*i}M-1F2*vlS_Fcp6|!1_ zBnQxs@n@+72@Dv4ByfBLMS3{vW)K&-E zg-0Y#GC_c*hqH@<3DniT_(4mMSmxoQE!&jGuoC9JjUSiC+ELiJf#)H^CTa*=10ux=k;BW68x#~XipUOH4)cWcvADn&`Q2*CDgo?n zn%`!#MDQKM2PqQgqAECo$wER%$oL>hX9PW{S<*&?$W!e;qR9vz1%P)% z;&RsnNpm>+HJCu%?JE{uLPF3sR5rYk$K-;!J1`k{ZP@5e*cwpjF?^jEdn_OV41z^E_ z?OC%_G}pw41Oy@rw(;;0yU4VZkLERt&mmX_!$<8(4nvXH2|UM2Ryd;hm^}hvJ4n|-o+*98pZ>U=Y62twO! zDyB_Kk|_>x7ME;P%~f1^i*tOy@7q&vJb+3sUZwr(`Kw1OYW<#Do7EGI)-=TNQ9Lh6q5z5?4n!*CrO8Z2Wg24ss7#lnoR*|y)aYSd z&z@j(r7@I`dVNXiV@V1|IUS~Tdg_t4iaEYV$RsUEwJ%B8Xh}l~r1AIHr;J%OH#FZ(P?L!TFkB81kLJ8*MbgtNoq!`7uIL`8Aj_A z!}w_XcJJzvG>kegjP>|`jLHc#t8&`gb@lG#fFnt6r%q|>n!<4bwMT8<hsajZAojKP7WxNVmP%fTNx9MdtER`?K&$?4yc1dE~m<6YhpqTA2rc#Q(2O- z(Uyh%{D?*k6VJ!1*}-W`GR1YCz~#IjNV+jROZ=6hMpco$EL+DCrjzT`5^Uu`Xh)mO z8qe!gIXT2%b!kJI(Hw-(KbnJmomi*J!2v~5n7(xJSof04~`)FuAfh@{Ui&=zKiC2mv)#xDUcmb;8`}3R zyVv;K!G;6Rt!JDshW91W4y8gjy<1<-*v(Tb1oK$fj|kB06KuC>&)qPO%FvpBDE!Le zVVa6&-?g<{P7XZrrt8LhUF}yFXiHKuyQQy{d2#>;VLDCJQID@z6WY2zjcUG}>;80b z1o(PS&)J%fae|v&Z12;;j8iS^X>o8M{nhkfsO9{kcA@Rd_b_eh>+*d_ioZFUK9ivx zD;5reuN`%gcAMt+&TzmjeX2idJ8wf(X#4VQ_Fbv#@_pVj@m*U_i{rF`<6}IY7Uq1a z`)P4-AkoWQnYEsCSB17DRXca9O$SFncH;>;Rm*co3PRg$dW@v?AUHSzyyU0Pbv?%q z8n4%QQSFGAHFqZm+@04GtR8K`6YO;anWTNgSmShXgx{kgt_Nm4zJqvRz789cv?Z-4 zm?;ir9ueh)S5@p%@$vBS&NEmxeux{p^o`Ey!QfsRT=H(rrUS2fxo#7vbEzj3Z;i4d zPgiZI9mF*+W#0TAENyEtcI%D*#iP)w!(+3FD*&{|E>;Ch>ossZdxhaWW|L`k)Nx?C zq(`aZCe{!N)aL?M-l=Q^GStE zMQS}>d?t_ZuN;#2lpkDX${|s>XpeSuq6zAsfVIEnz;LG}WYN+VYVG!XJG5GG_w2_4 zkDrSAZT1eXbMmAG-!;6~>1u(=n=B59x^2B-Lj3Z?3ArZ{l3F(8@S%Y!l6m_8Zt3Y; zo#=zSsnhVq({ljoH;Mi5o?hCo<*p}H^eH%oCP)==A(`;f zGWMYojRC%Qz4H*wJM@isxOi=9Hv)r!%Y3qqg!cguh$Yj!H{2JykPcqcCF=(dTxGu9 zS$W?zpK;Bq)Vp*kf4X$cQe(4J_FnTg8ZkqP?|#oD9=Xh?2FNDnxSVk426IBH z6SW{;nuRV+Z3x&dGgAGGAVwI`!@~nbDpKuZNiWv&43!12!ceqePL5W@#%+w9i zaC~*;BN+oz)JViZ#vw~3!KZzID*Y80OxlNExr~EfnP`Uy?B0C%wmh6m57FF+^ByeK zw?az~7e6WZ)=R~jhQXGO$0Pp?twcE_T_*il;vw2Lfa}tu*@jP#9tlGq9vxJnw}&OY z7~AU+ogag59p5YX$d9cEk}lKta+&FaMB(CVb+*B*RmAqop7jW&h)9>U>Z4C_pPSz6 zBL@@1UXL5y8JLO#6ydZnkcu9uBsvd6VR{8d<6-!F5J*s+-(_eA1O~UuglV=sn1EiO zv|`VCY*hsF%h}~aYM&rf9fxSb|LgOrkd{#d);Cn_-tiVJs3dx4XMz5B&BVs>b_5CW zgR+sdTm(MelQ-;^|EOmhssQZ_kL)YR%CT6|9EZBGDMqdaWj-G2!!xQJUkHiC_n1du zK_$T_BEseA6&Qx`tf@Kq`YN6G zuC53nYaE)b2$C+7eq5i!W80uyv`3}09$^_{`p6AR6BrB^tPiFIR5Efm84Ti~_CDkI zQ4UF$={w$g=k!U4g1p=4TAgh$YZX{6x@X;8s7?%(;h_W`br01Z4TG;z54CbOS=pLG zO?cpDu%MFQ00@NX6&MU~Gg6pkwVjfdk1uKa0<4yYWL#*oHZPIp4FUBH#Dggdbv4gm zs)R=uKk2XJ2+5YTVQ}iQxE(sqDzQNC1*Uu|f}~6HUan8`(&XYpl>89Y-}eIm)|Y7t zfld>^a{#L|JivCE2@{4xk%*EdXc>VI1vCm3j^|%_Q{JF51dRoc01XaQ5`1z;+}@9* zXEwc~#=3JWBOf2FKeRzYR7KvhqzxMeia5{UfedTZR)^6^80c6Z1M7$j7Xv#S#L zuewY*qf~>8Rl|FBRU7?_frycOEVTX@S*qLmnqFi4givE3qIYOUGgM$AA=JC&(W0>R zxn-Ld7v=(Q1k|i<|C`bbs8|i}68}J?LDH?ao%R+2!F8M4K<9SMElZZlGf$yTK-X$q z4he_PWff?nvAguC2$F6qdC-*%f#AB$(nDq`BF`malvpO+F34lUgZpRAmOHyNOs1Te z-+eo5bnOriN$-x1xG%s1HI`F2=40P>8~Tgj-oRdtT?J+q`@35n%==J2Bfn$ZXC+8Q zad$_3NE)QHohuJxE(#TEP6ooHE5I%4sp4kl214tPF_0MT_`E8xvdtzK?Z__D>tbmy7*!+<<}iM zh7ZC71|pKcqR~~L4?+v$ZF!8%=AY~G-Spy+Ljn&=lCfn%d+IRN-XgCWIHt}Htg_lg((SD2ckU&I2Ob?5bcAIA_L(Q z@qh!BgvJ0;>Wf(rTCgZHG7w}zVrC(*GL)I!@?a1hf1h;OvaEeg7q|yuOj)RNAcDo* zP5TyX@ELJ;XyMx1OnVD~!gZP3M(4KZmi5_+YMQ5z$B0ZtsIyDaAP?8HZz={p65n$; zP+nGYp(_~zh3hg)mCTYRlmwr@@gw9GUvHl>sdS;vE*;viz5s}|OCN9&ppS$?zA#!z zD4l_m9EzpVEpiI5QKAooMKd5U`sBYqrrq)w&8K!qPNd;eJxN}VJS=Gr#86OU9f)l6 zN0$8{Z`mTq$Uyi-1P)XZ+#(VPnR2|2 z)I4wSd`FO|KO3qX?9GyPT$spPeN7fq2%tg1+b^q3PqU;Q%(hz|@&{oG;$kG?po@Ae zX~)dfyf0)1yj2uu{7FpXs-};6N#ayOC^CI8KjK~ z9}JQKR;0v%B-U(^RuV%rS`l91G~NV7mml6Q9&qUZQXk%p{MlIQqdz9i>tQ@S{mT)? zC_|7)wrQy$IEQ%&i=6P@DOp4;82}QH0jDAebKw|ZN-Oq0^iL*XpydxQPLh=W#&Y=R z4!krbD(^UgJ5Uzi)V||e5hPvax{|quIANjviR=4r`_mN4e|S%RT+87v(^-n+<)L`^ z@xwv!h-B@bOv*!C^4YYlqyc8$aJ2>pU!0w+&AN7|_u&Vgzb?*1k}1@QwKEO}ew5W? zhxTM)#{esar>{HRx>RCFI~2CA9XgtA+Yr}%2HhoX`}>7?Lp}%W!}yS{W;u-FlSmSX zIz4aWlT3bu`i4J6gWxJyXq`v{MYzI;1(CxNo$6H_s7Ww5BEz(kw*CG3`XdpAZaA;U zL-sCNp_yc_s0%Uf@O?*FJ+L|rQn)OgeCz5&gfLyLvfJ}@>JpneNl_i?;*oq0Z1I4p zPK3U>cy|7bS`JUoX4l(F+-TRER(_j=NG2i9j2FXujY`^gnDm`TqUP$JUXi_+#LMvj zh&Y`U5q}MIvfy*_MLDI4CGCjrxJRd2Ts0u4g`QZmMVdPiz$DGqvohIS;mF}Jx^G<9 zWYLDSbA_*D6+f!U79HQf+DUq$?=T9{gG9%ol|&B`{bP!IduNNwC!=Qtp+ zd@C3}obCb0J%X$xqkF(&Xrb|r>y0EUU)e-{RFfn;)?*Z!t!M~<0G;p^&U;Qc#0d-U z&tUyQ7z%VoKIKNLmZ7X*G_ z@Gd%44wVmS<1W+{2pwz^pr$+2r)jNK)6Wc_{{UK`nR#T4$E2pI2dv6?ES4ljAq+AK zO)3d4$pDz@O!gHY9d0_8>zYu3hcEs}LtFmst&TR_7KSWOyDuaeTIkA5)$Ae#VFq7 zpt&?WS<(y1Sl4yugBA%q$l#AkGy>8>?*uMVnytfNY%rQ~X?Q<*Bo9Jbp)q_G`8T!D z7>8z2vf{l#G~-+f`uH#D8x`$vqf4c1aVZFE%(7-)O}r& zNDY6IAiERtK8@k^if`_xF%GpNqN0xn<@i(tNw*2_e!?M6Sa^Rzr2QF^;A)T?T$Yqn zV|bVYh0oEc?2`?agpceTp8?zgF{gHBzO9mj@84wpfOr;5pZ zg?JW|Rj$6~@6W*LK;M>PJD1`+2@5>X$U>?&B!L^lt5f0Vj4SgP?wp7_*V&JH9D7xB z$E`^i78w@EuOX4cKT0LRCD;v1po~tisI`EljiIq-Ls|@tpw^}Zw-bZ0z$8g)7akJg z7BqF6rOk0jJAWI<$3S#Vh__<ZED}g^w3!*8UkKQcD4B!VywxFmf_AE`u0?Np^$Kvpd{1xU`AGv66Wg_e{_gf(^Xt&;Lg%?o#AHlQ_el?->^+nHd@-wU0K^+x7j3gtnJ*x*4wPCH)^;GU zJoTG~bV59{C0+cIuB&mkxvFHYkj%3SraMVKBRRyhTh4tD`2RbXj|VJ zaw|DE9Via?R*p`PkHILK`E(D)8CU@~V+@9e(a?s#-OS-=fNLjH&BjA5YtG49SkqNp z^;zz+HeH>c&cOg~iQvb1wE+^Qc1fh-o{?Z%`BXuE$Ksg@UH4cFTbT&E%>K+tXJ)^M z=@>k`SKD%Hdle*cYar%2 zUz2q;?lu>h%th{+arwvS5%YizBiLyU01a#_wJ^xX`H?kO^X`=i%1L6r4c_lE>n2Q= zwy|UL-h?I*YSsIa4-`N%RGf=GNY0QEX)*>@xW?C%2jWBFS;U!+RAf?NyQ--akg4s}&L0 zlFHBBH}jEv8|0%`O|yURUR7I}2)j(<%v58hu}FF&@bGoJu&K?uMSk?Thy9U0_PT8( zt$N*Au@4A+6xM#+d4tKs8^muU`rK)n!X2rWg3l)#RHVS%m}Ih5l!nnK>(VUc5a)B9 zfotqjI@^@+a}Rq(=-B63C+Xrro@3EX4)xlPE3ZkcI35{`FvwU8ttU8zpK#5*C&6g- z;GR{hL;#Yet2h?|CR}5mXVs>+rhr zj`7WRAI5ct6PsaNd1Vh11Oqv>(uX!1AB3#EI#Md2u%0(w6Yej=7oXdbo;TiTM`AYa zHdm3%RaS^$LF@II=47HIr?GQL0%P7Q_wYzUVeThd?|FX(QU+p@i2_-nhKr?bbn-ke zO);6rTGuzej|kJY_YZBurssF%p6@5Q{$v4M_D^etbA3LJ| z@RyW$ck(SxT2H7x$!AxQa``^L#Rzqiu!UROtEFvl`8@Ww*t`sJeoG?KPP7^VYdk*0 zc>$?HpQCYVHM$Vr(P-c5db=!uGBFd)0?=0A+v?X69O@tG_O60<(vRtOJUyk&bWRkQ!=-pcM9)Z{s=i`RXGkScpW z$`2WKjlq^ zML6if#^!M$nrJ*`CZz9-3?a|a4JVUiY^>Kt1k#8)##(9Bx8hkF$iF$q5c*tc^_Y=I zi0?|Pwl)!V8}{LcU0Wd;J@{BWWGs?mWf25&ID$UxA)kcykB1)@h{Tu#H-+S!73UDQ zx4|SiXQRNe*c|fXf{xxb4xhB`$0Ygced|(B3NqwdSKzhwB+@!C710>{>)Sp72#r(; zf+V%hZDIDdX$o7{I-rPW-a2F^h7#MiPN2u--tlQ1%;oSmXVM-8-N=5W3egKg)^dcM zM2~la^yA_O??6PrB+1ET+=@-$e({4xvUQ0`@#BUsTZw+$3JlNRrLd$0jd=FbU@RcmG&FtHv~=cYrBv-Xy5yqHJbytM^n5+1z8?M6tc+m zKt;7iMEw?jL3|*QRQ{wuIKuDp7%Jt!`eJoFsN^?YE+;ZG^7a)dV^1{3wDnCLN_v4HVaaQMXFdDri;=7+xhShEoK z$f}o957oO{Z+e6}dCq)nX?J5!GEClA&WB*bnw)xPhfBv6ryC!bmH(t8S>2KQG{s948k?CYz=_pBMU_TG{U)!pLM4?yEfbF4o2+Hd0Wc-j+~2w11Q^rh zlS3HB{wm}%18ZvC6ff+q-!Us-qh3@JDixK8D5SlDotj93O9tb3esvGV0SE1eH5Z5_ z`0_bCy@b>S`>T-8uRMS*xns2@^c#2jyw1*JC_Q9{Yp| zk*a||Sn=%O@82I&rq7PjyMGX^i=F26X7|S~RDXdicwP)T*nq?3PjJ!LX8LGO2u}#? zl?$#^82fFRenC!;I!(3I~A>Vv7scd@3xe(=QPg73z*ji$Y~x)hI9~4rxL% zT_!)K{P2~Z)IFPRq(=}5S?iKenK%s&qMgkGl*Yt8LS>6M3Zyw*#8q;lutgk&%G6ws zAT2X-GZP4V-9JKQ;(}nxGI3AW6O@PxLS;9nFb{@)y1SqhN!Hkq0^O84X@Mz^?wqtx zwyUu(btwAjwgV*(ws;bfn+2*#lV_ZrgH6awjc>|tm6Y%ZU^-m`P4bPgHSh?Pi3@_G z%y`0uCn1jj)kxs?DMsH<5K0KHpZ7}e^u#V;mIu(B4p=qQWLO$B)6^NU3C#m~1O;zl zvf!OsY5LME#DDTv))1fqChJkC2qJ3;@gF}XS(HSaBNC1okIZUM@uFH4q;9GuMW!DP zP?Lqow08)s$+ub_zfw@n`i^6-Mm{GR%0%kuLL@7=izg!;mZTZa{j%#5!2G+kZzNMV^mA4--}Tfm&gC9V%75;KSHCQBwQ~$8?4$c`$_>v>Bee;EJHR{6{6b= zNY_rS9c`}ozn{#%ZLVwA@vb2(UQ%ybwcpe*jM5J-DAM)(iO+n>97HcmBN>^j!RNN& zE;+6&A^Gso-=~BQiV#w~5U>y39R8}PJnM3-LiMsh2(0rBUK1%_g*76q_e)oVaOD_h zS2haMw^=VCCC;!tQ|*il$%;VE4e9$J>ld2U${tg&UxE5vL$IG|2eY$NsWF$HXuo%6 zEwq{{R02YkHANOXX`>FAYeCj@D0FKVd1^9gRj8yxxruKn<7so!JWm%4KRO7wRnxJ~ zU8o$1E6@`Z6g|E@Pre*Vpxk)+ZLrJy9Jrq1<8>MAs8Op#T8%;_($a0Le-t@Q{8-}- z#0RHlzCDEy2OEJ(CT_zyemC4p;KSJzvyuq=QMfP=KEhr??6ek5ElQVrm9&wp0ad7e z1|~EnyLCMLrXU3NZ2+K}yCiNjxUZ}ioGj2M6(|>;p;@r$2xL+C5ph2zQ2hu%(uF1J zXWO$BNs7f-itcI8a_uL)+~OePEbedQ4hhs&ckkPfvr_%{a`$_m@RJMpE|EU=K>1#v zU&2CR{g%`ALVmf-*Y8z70-RnYm9y5D#r;aRuq-#fg~LBn1B z<7n^_*rows&}9Nr))nhny5#+2EL~ZgM;2@=fj&d?qbI}X0D{4Xk3ZCIor_Ak`h4wK zayl}WOfQXMqvEySF8)cr&XLvL1y!A~biD+8YcI3!?(mhw!4G%Vt9n>CmYFz=u++!x z{5Q#Ipzm`~_!~9JBZ}8kzZ-U$f1+f=B`oc7^d+cxL#Hg4qc1hhcSElX(B0Fi!3T?~ z`+(dJ0DLO0h$( zFH93vGGU3o&jl=_ah9&txLV*_#``ZvANei{Cm%StzvCecESrCn}JfMU5+6XxBISaYg`F*BZ}w(&eof`l1Q zyL|g4oQXUC!V(c8(``SB;!Bj<55Ka)OG)6)2}@AZjb}*$)W}#8f5swzQ*WH5=s0_p zs;DA_rSfA2rrtg{OXph_Sv?20{NwT;$!D=3Ul!HMfb!9CFP18KAs9>L_tKL4#c);f z{49DF1u14MN3wVB(Vcy8DEySoZXb++1#lMLpA@)ds-1$>N%8u7AG1)Z3)T;BWz7+^Hy z1{C_{FTm)emLgE-bw~_LgVh2GJ#%42j&vkJp@&X|ik@zJP^k8#3i@5AEQPCks^s*f z=F#W!sI7=Qqj5c;&?Bs3PUr)*ik~`b7&KiMmh#m@EtV=!x{Re>w3<~=GI(bizgkte zS6o;wwvdW@z@=s5V!fy^z0rqwmHPwn*{qT(h0Z_j57cO1;r4i`CURv^#m_I*q>Ii8 zY0bHt!A_L!2cQTFBV#F4;UMMIRENCVx9S_WI3ekFpw4+!+$@+j4jIcYJZU|YKDTZm z1fuRmO4dM)WT4RJySObBI%27CB?0oC1{!Zy(@n32w6B3)hd{Y_Vc;o7!_7dU8XTnS zyRjs$B|)yfNL?O4;rcdYO$?dy+@1r-+{Ke7)vKvipns?{5hzquAOvRf69TpQ2{0CK zSqZmV!mXCb?Rr9BCJN-ZiVv?n-DD+qGQ9*|Nx4>1zDBJ#6-}fezo2j%EmE@}lL_N# zSDt?5@%pnj%gC*57j>8r;*~I{-;^eeVUAM|w<-$3TImi3Vr@dYmO$_6RbB&>C0?5q zFGk%et^mB6bmh506M(|C!2&3C;i;F2sg>WcYpq;QS-0PsBeYu`?N&$Q3fDTb0kDpA zZn>>XdCSWAM2<^din?{TPS$Xjg@fZpptXxmm-etd+%zg!;Z#3S+fCOmnA(Z1)|Re3 z`O1?oj#>hNbZJ|;9OA7wt@2Btx@+J-N9sLY<<&`S(?WQ>8C1&YjkGDUI;*2yj(6l= zxisr$ffuCqOEu%h1KTh)&4cpMX>A-;uAdgr(Tl9a734yox*I_wrB8cMsOnY-Ob-h{ zRu1C|%7vv}S=vPnD-d?nd#;Y>tL%HrsTvB{b&;By>sH)XxY5GsKvf+t*|$6X8RCr6lKQG_A6zEl@k5>os@LlDtN>5^(&xZT&JyADoz-TAcC~x{D$Dy{cu0Gp@1o5 z{{T!Za*U>wy`%Q@v}_96LK-(AeO%*yr`g~>JwQd_^?+$(rhEbsqNW*Q;%?0bQ>MY0 z`FGbV+!)=W!-Cq@+sJOGB`RvlKhEHv975DK>PGhT6>A>@{i@z_zaoyG33M4Llw~4z ziu4#HOKa}zve;Qof~MKHDYOgO_b0~}P1D2*L>&OPoFrBNqwgt#H$p1G&m#o~$^sX` z0lyx*ivzXurSD{#?ia!@F+6 zkWvQK@!>q-p|bUPuC|OORMO@Ozn0E(C%_lzVos?-^^*X5MtvgfD9j`7x(OW6hs+I( z39xjqCL<8N@GOkD%v?+$S*WDRziF=F;Z2^Fsb6(x{lS}N7AamXf?%qFy|#f{9Oxwm zivFtLLY@@Fs$og1)zP0SuxEVAm(uul)dZz#__wS6H^xApY6%@aH8&+tm{MT%E7{17Vb4|ZGSI}SIDiz%QBm5yB#O9Ag{@`nLz1hhOiQPR^! z;}gz5$2Et`Qvgg=QG$rT;*VN_OtbkWI8J;ilVLNo;-XE9Wa|*GhKE+C_HY zN=@pOQ8P;*seIr+FwcAyvAkbMItLjFweREX5|8M?OLgLSi3q|s4F)P z(RdWEK6$fD#K5&QGj9dyjrc@XE^l15J~Q`&@94^ez&bkSmawT9f^YPZE`a*J?UV)I zY1??sNU}sBCxy$=VI)Lb!I9-g0vouL3Ge1182T zx*n8#(R1W-^E0mkhD;GPaPN&gFrqIWQd7V9&Exw7DvR2H8wKrC-#p)MCxSo_S-?K4 zzYo_WIluPj;yjNdGSj0q;i}MS913QsK4c5+-1g*XEi3E&_ZW*SBl0&AZ)G-iwXEF1 zE7Dq=Bd4sMv^Dslf4h~kq?ae%I^$gq_2JD9&;5H?_hl- z+sfR>d*#~l6^)hH>#GZyIakORqpoZ$&RxFTv=owjq;l{7na+e%)K;PsZ}-XL;U4pO zumRmkyGSk1O6TRyk8%le!c{fb!ZeJy$tvl)L`1p7P9t=)7QW-E#0If?Qkf)o=4_Vi zZN&(~@iye9EBujJU?~LBKwi9%knG7?9 znVbBX+l)+pe6yE*s?ap0Wa;fBs-N&0%CHl;kh)ij7iZ6T-W)Ebj+v3po7@9gSfCMVLrc;Re(IRI<#*8Nv7^(`yBu zVB0T} z#eI*7ex9TFQE-&7AXIvRsS?t|>>+jH$UFRz&IwSfehDkiKHg&ELFxXi#qE*Hijr@Q zB5dGIUHoB-E7b!s~B?WNSm=WH50pGKh656;h z)QhC{%shea&e|^oxv~!8If<(mV`$GzzUQmB5VQ(PXm1`rBWdOx_E(JlCM5n`)j7k+ zoUqgR@+v4{ya|A#&7(>g@a`&s_To{3D-Sn@$_Y3gN+`D~C?P0;=m@_I%NWO8KE-~T z=yO6;-;}bfyMNPn2&XW2LxkOzT4^CF6Rq@^X5B#UjZ6@(pqVRA$|Mn&;>F?t5zAM( zzAc(ezYI%jAsYb3R9>F7+?#Fdg&~Tel`teF&>GsUhIXl;-)f+QtOQy^ztk{pHH=Fi z#;p&AVcTKp6Xv$H?YrXh!;U!OyQ)ZLkYBobgLm4z?IWopvWq?{VGO7vvNco1=YUth z%Da~Tr4__W1?f^jy7eGkdXU)k(03Z#7?k1z6M1>naz8zN5qKSgw6$otAEkO>=vp2~ z1;k-YDxl?6%m1c31&{9Lb)KG3UluIAVtq=6WUB*T2s+4beyOeh=XHl7)p^7sQ zX=%F=x)N9otXyhHw;B@f17(mJ=x4QZSEf8E-rmj2tCq8{M$VAMFNrV|CD0nit%kvC zXwRhvPN+&?HPG@b{#ch90`CK7=wF8IB1J!|El!Ge6yW7q%UO6KXNcmtMHrG2XbtUF zL%Y<_Z#7UtRsyY|Uuqb)8pfp$<-^{!EHjTk-O!J`&yYb zT53qQ8q%ePe5)aI6LO^*^2p1jhH|T+T>4OMeV`xiF)r>Wl_Qdt{q+)> z7Aqf^`iJ?KqZU@)wV22m8h`nhc912FkRA>`?%_rf&jq&j+O3v8eI}?+19PURe>&UF zjTiSn>>~`xti084@!AGS(LKoNl2*9qzu2mxc~4@Vgv`PkDaV!2E(9z#mi{Se&Utcx zHifhyT|}~Ex}b*;FCAnK1T(|>r60u9)wm!zjY+v2u+$F$q5V8T01}Y}W;}%-L?S>R z@LEXJOxs&3S8uVpoGovU5~DK zIqlv;i#1;bgS&w1AkU>29$q`Lxw3L`Nq9I?O`-R(-}9|JHwRS8P&fgOHy1*Z?r|@W z&?poPXFwI9UHnWN$AP&Jx_HJ?HyR;0w~BUS7)oHy5P@F%gCi`*PQV)Tli~5?ioas?cy;qa%^Y%|hi=AsP;%tEwJvVI!%>4Fzl zpi|owu?0Jwr0{0DaWP3bN@n-R`XDVNpT(h38Dn8pN4q?$NO^q z2XvG_0kTkt7i8iD*jEy{z93}j!ccF7rUYVlxiI)DR{Us^vy8=$CJB#Xc8EmYjW9PP z3eek%5`qt5DVOaA|SrUr8$lC;R-f`BBHGo{^**wc?G4V=G3~J=bm!2eK?aO??f<%@i1|Y1x z5eYPr>!KVGxOiXnxSV{F;a z@hPE7o?I^GwI6}D=V`nK{__}JJJ6o-pmZdO;)T4x$u~alxZHi-OyhhLG~R`yA0?rZ!&}ZnhBkpg8N|XQ z>x8|X#zm5JWh9EA+BCTkK~M#l2YFpTLUN-8Lk-u{RLTH*OeR>k@rD!~FBMl_@1VaH zLkz1nr+E4HfWk%H2ZACgt7$4<@MRPIx+z*Mm6mUa%`)P|zvKV)^)5@ccS? zJW(V;f~4NT;hAR|$nADm5pt+Qt@h0C?hSCQtg7VqpHW8Q-?;F)cmaVdh(SiS2nC9v zFfv{=eF#2fY?$JFip%ymMXMN>pdVjF>VP$?jA|tUNOfVD0M-E-h4zI@jIK09wG(jq zIeY|9|EZ9>tVei!aU_stszV?iqt1U{gJmdP%MY`5Op2O*e zMy|#YkY#RhMEi)kFEO@c8Uo2kI|u3Dy9TD!B1EkdU6Gtt-s`4&sl4j75{N6M#ev5C z3nG!k-4v0-KZ$-_*%&Kd7)<5UpZWLmy+gYk5z+ccstVSeBoc6|wi_#@pIZ|@H$h({ zW>x(4L~1&6&?~7kpH20(oce1iAb%W5_;Wdh#|X_f!my2=DrYhy50=Ja(j^4T9nlFv zj(_zjK83<@h6+`GlHU)}I0-A^`#iF6bZ1r)z1N}nd4>=s`Ar+@Ydh4}mX`UG>1W}` z{y#)+vItEn5Q1jUn=6938W}-x$H#urY41%K+a1FawnTi&!s&^ByI-)?}x6CT=DXwfT6^ljfz8j zyrzVmO^3^!imM=zeE++C>VJ155v6j--3Yi~^?vA3{?xMY6l|fevx8Z32g68L$g7{+ zmYAi#r4;XVP})2v7kpW9r#Fv91(N$0t{exG?MtkE!w-T^iQ}e=mX2`>j`YfMI@{SF zJL#B!e(%Em2<2@JW0`-b*649edaf^ySc^b9i-0$SDM{%pl0b*caga3PN{Wn)U{?a@ zC@H;5NJBHEhw~xQy^31OXCMXlnSuQ=ZjaA)kYAkgE1{dKz0mvT{Y4-IY!?w@yEyJhWdGE$>USBh6>vPVz(fy$yw9B$Xo^<| z8=mS6yqZk0=V389qsJ6${U-Zy003%1_U>I=v6m-9zg${c6 z^_0Nx0!-{4gL4dKT^BsWI=}CHO7@Ee04X?)Q1~z?0i!xC)HtSqs%H%-+!RH~?)ZKC8QHl}|Xp|HDu;m49iq=qcwZEO)QdD%+)QYXvuAt(ZIHo${;a)+CA zOxn~7%!%jC9ErRMx_!yWo_ePiY>p9nw<>AVh^n33DoxU^u12XEC1*L|G6ZdnZO^vw~ae$iQ(}s0Ia7J_}IL67s@eqsX#(K*iG1 z;hmv$(JIa!ooql=MeTbh`UfV**&=-t1wx5@F~ksh5$KYm3f+;w`nsEaGkutF)k|c7 zYsW zT?vn&NH%U92O~~6;CXeP&-|1A^r5A?&_Y2%ejK=v_?9oI7v{QP1=03aOtrniQ}B4l zX~lT?Nes~`l#V!TQc%&*V>EUOg)A*@E9l(1F5KCeqm9N#6-?hD&<&3Yf|C4Jq8dP%qYP%r7@KGaM4z7O?|q2oT*dn)5T);oY- z$Dt^xiH7JdO5o&?crK5fk1+*M6)+Bf*U&fJn4B(&PB;6?p!7~_$_Zj|Z|U@!IlTl7 zQ%Ci`j-@;Kh%wV^f!#&I{+3O z=+R6_FG4|1N5+0kScLXP4q0c)X)zNtnpm3ZxDQ0m(Cs(fP`P&rXee>6tnQE17l$b= zzbU7`V+R)^od4T!*A-7R9Nopt*&EKpC&lm^R9U?J{P`ON!*UHu5eDN46h3iDCh+r0 z4(y5_wg{e#8Pm`)V+h3SWId6~UI2@MGoetj_WsRrrBQbW=nSN(-t7d#q(x!GPR0j# zA7J8gwM7`L#Y%QIf^5zWTkOaJih&lgHQ^a-HYRvm4kaiXa;sLMpb#DDr%f;-TYSX^ z-3Pv(y0rlrQ%Kep){QeC-6FCS3n0q-oedzcpzMC-Md;wvjfmrsCcTXRK&-)SM@Pw#Hti$ zO)}}qF>Ri$Ti)ArmXWDwy%lGUwBye<#f7>Z0LO)iuQ4&?xG;Q}$AX5?P+wE80Dhy2 zBaj?p;OiVmp+(F=l`oVd5<^jaTnHOHMm-rBc9x=^ z3^eRB(Q-+qsNZ_%n139fLCpTOFkEua*BMK_^8gpfe1Wo5_G;W zkd-&-0#W+IDfOqCH_FrgsvJ-*LQ`@TsMR}N@6{MKs@QQ!4DCmU#vnM^#Q2A zEQ$~|k)Ex%MC`i*TqPgOkqreZvY{6Gc8#A5uX{rMS`FhTX1o@DjbuM|D{oYx&xddG zW1KGH%j7$SU2v2dKiKOEa0X(WJ^&3y0cF@IGR%~Ib5%xL0*MLUVE;IZsxQl6YK6k< zR0X(kX_hgh8=kabTg za$FC3Y1MwJeuvh2nsC(h_b7iV6k@urtMS6AmV(!4F?#R_Xsw4X0Nll{yS z5L_ct#^5|PNqFD=3$xq!IqruB-d_Wkp&hIl+p$P{6FHq_A=O6z!qBN(nHY!<<;W4} zwa<%D1HQ~Bj^9nsCBQ8vzyClUNX{XF-px$_wjKraf{yIWVS;oM<#nMsLtj$#3X>el zq$TKE2+9;&4Uf=FouM@e#q3}8;+3JC=*eBvo5)F)&l9S6u7NMm*}Ou(_&Ih6u4xB}J%JckF(zLu$s zOM%`S{(k7cFnYuT{REtW-d-htLIOLXCQ8CgvFKN}mCh#ETh3pYD@ItiwW6*K-^%ca zd%-oACctZ=&yPC>5XgGF8BV1w?tYyj4s0Q43qkpYNL)MD^CXIIF3xKyx}cCuQ!x!G zE|LfcaYJj03A=DW4y7pvI*ZF0Q$bThORCxmd5Uz6f*}}kQepi$tq7+5yXvW`msISB zgMl;MQO0{$4EqA!ZO%C+-qrt_0^@MeIF53QU&7qD+SgBK$~Q9B=YPBrT3_fF8p{`o zXCGf_IBbpO6d%v-#)4v@i1Z=oofO++54L8*ntn4(jrx!4ANlMoR=|{%Y9I1tC;!@R zDbM|(dY;vkq&!q$2V5^2sv7D~QRo#hBe~)hh<_^rcTHhKdrQk3S0T^3WEv9D=GoK` znD=;@nMj2C8H2Hk`e(r3(}oXBF2^ojJS38ZIO zHMx!SJA_l7Mc!oNUpMjVJRF_(Chw${nRuJT^eX86QBYxgxJU;r07n%$G#nnczGbGs z1}Mn7Vi*b#CfOA9+oWf1bsjwNfTW>Mj5m%=<-&2*$p?1v&xhg9M`x{(x0HT9P%~K=$ zZn~gPyPNH_8YM-8^e*EwQLc?QZt)%F=*w}E#F3BJ0l-lT>9K{Kcz0NlA!C7HXyx4m z!(fJRkY~Ur+uDnuH&GeAtNP2>j~EAfaYb1iUrcc+>8w8zYKYW%Q&ftrB3MROTB4Vr zuSrxed9&n=UJ*&BkfF1NtVVQBsRGDRfWTUDr$HCRpEcpyoStGNAG=p2a(gNChvg@I z3sEOU7>1B7O8vR#T=JfiE|ELa&$ZxEJ4RN&xR6a2<=ojWA&xNhC-59KMVdl%`^%I200QyQCmG8u@~Dq37bN$OMfUzo{&SF5PGy(OoBja#f%8StWdMD!q0@p-TZ ztISLYPuHiBD3?0q2{u^Z-GCiBWzsH%(@h|dTME#STMDA*tr#sYV@m-HC%hmHw%r6n z$FiLehJ`~eFp%L3G4!ukROC|zb~9|au1g-l|7zWa#GK8@`UxLu8De}}Z zkG%zfK3g@D-AwP)H$U?-Cj4BJt+Ncv2h)C+C5@S%Skj@bvqu|G;^6>Bk7OV6?Xj~^ zLAu6u_Kg$kl`b^Ij)CJ;Wv4^u?VO3hpCsC8JNvdW!$5izJLwgA94W}ogO2IZ3y33o z0jSPifPUu9m?3TmOawa%5PQ)(m(;7#JFud@7yA3)0A$=n~+t}zL zL@3S{#vA)+ERqz}Ya%d60v)PQT;{hzm-!zmU*_+_QLhlVGJa|L5nwF#i~gpVQ1|(! zB>7_%UVRIszrrZRhk{INnwn{7Xe)U+R~6AsThVE31hggeR~=o52_(E^ct`SOcrLoG z-#=%47WLB)L_A*ei>t9lgW!y3-JxfZ9vmmU@Y))9rM?lNgc}^yVQ$}%7)FD;WDF+BzQghGQgm-U-d7pA@ zk&^tfppx|h{9R!vzp!0?SGscjXK`nRiZg%s*Rr^&>Y%;GiR%i6&RPaD_$azd1DZr6 zkFM;q{OIypq;=IrO!O)QvVGvInT^9={wX9)q5E817fx!LK&6XoO#j*xU<{nQZqDA) z*s62eT~zJPqV7@9fO8XG#Pt#t-dw3)n?+^5LAEO&>!387qAoKdAQ%=W@GNR{QO3C1 zU|i(hnFIXO4(VQAEi5HJQ#H{xu%Xw&IL@Uk+y!w`qS6SI@E>eGId zueS?HCm?F!!;+SnuIHWkpg#~KMHt@@#&OH$T@=)ikt&h>t*BFcHx5o!HPc(%aj6<6 zYhpY#0mxGkx44W<$42;2&@Q4PW>szB?Pci@v`#!!bfM;iaOBk3ri?xz9ND@Gxsz;XKzkHOoM|%Lf4Dqv_Tj2L%z~N+57W5`O}h6q@@@6vzyAF z{n(3{wHe8XypK4Fu8H}xi?Sf{5HyimyGg{9ZOxT!8CTIU(qNmiO52w5tjY>9rOCQP zmR3}5ruRzfe5HJjzjgH7ZDIUO5qYwZ z)KG?MWHmmN8he4ln2fC_TQbJezXSI(J5*2 znhD;~ocBYgj^GYD|ftfZ97@LM&tG;=J}oz094nJIJA70cLisC%L~Z4bCR-Av9% zkHb|u0#~2+!MBEU3#O4h#bpWu*FDc=cXgG&LW!%AX-TFrMFow;RoaHCgfrc_o+MpP zcdjxLkOdK6?6CZ#Z!Sv&9uqp6sx#{w3iG`C+;^bq=Mm|rbqYPt{;=Qy!DnqOLXH*z zWYPnCu>0Be3SbD}Q@)9Bnd1Q*r!IL6hIaJKGb-{3Oy`qKdmzY6I~Ni=9%Chv`=0X{k}a6w3$JM_~;QsX5TfD7}zj4mr$TIXE0ymXqu>E zDoIO}Vfn@I__?$kf#l{AlQ!Sk-oWEJP=&DE;nO#3epPZfGX8m{8;}pmD+YJSKn%<> z1oLhF%DX^z z`>IO}#Q;S$CUk!^*TZw?{zm$7(rv;a^HC3u;ag;!lqTmc7!~EgzA(X+xbwnAKuTWU zs@gnmShk9}qmU^o$Yg=cBvK?YWH&I^kTgy7E3M!mg2~XW#h{n!N4}1iG$9nEWYnQqqsen+WTt>&o-O4j&-Ql3D!7tIMpF3 z>C!T{x-2k0XbeZ7DLMfI;UFZ`g#Q$)NjDK{@gg~t$zzx{U~6b;$Q5+_IOqtoHwAPh z%=^@Oeq+KE6=6%ZgsrNW;>FPxslH5{)y2AP$hRiUG+v}ZxIA%&XLN?wics!NnU&Ay z2XBg*BO{Fg#|gG0Nmk)edQ$FS8BF*+H zT96tLD=0Icv9xq_;4F??wM5?Zpb6eYljmswOUu&$G&{4Yp>df{?do-}hZUYtebE+m zeKp}lC7h@@&DEmUmLIALom>yk-H~H;j>!4ya%;r#pJ1AjDTBibNUMq?Kvp%B5&NOT zZq9im_4bOQ2xh3n-;&bHw7=Tz+6bbg40^^U=S~Mr&b@4W7XF_!5qdLG;9bl>sFjWVbssl{X0jND=YNm&DUna%~#!;gm z&!3Xt9D%0Nodx2&#HfkFp5G1tE*gSiGDC(xHNHhadKU_Y((H%cY2H!w2b%K(j0~$P zKuDT*86JU*{ISYNmA0+jD_Op8cV(aV+Ehip;)G1 ziRj8jBoGonS4xIbA2W(VTp=H_KzvDQT_U2K_O|ccwUDeDC9I_#d5Fio@FBx|Ktas9 zkP;2PFa{6)JQ{m(>H?;B6hBaFRz8vW*U^XzAHouORsJ;>$lh9~KDD^9|M~NG#|y92 zSNm#RzHJb3UNC^b7ljX~aijn-Yr`R+bK)clzOc8ja)d8yR}SS}zAxx%^C2S!2%spS zDqu_P%Hjxb(>f-kL2}2Ij_5YjaK+iuNO;CTS&Cy|t44k_5htQf!LbxapI;(;L`P8( zwm>j!1*i@Zp$>kse81PLkX)r4y1^^zkseQYf|D2?;2f^|crM;vkE&evl)UxL1Xqr) zss`_^r*s1Sk(1$RoA-- zBt5MJVoFguOfZx_$wR;49sKOJNTwkz->Rqj+jjhndx+=4OEI~&PS;U%)LPXxC8HZu z8kY2^Gly5f?Mu=rr~wO_0vN)i(L^AIVG0noj)C-D*rLe>xu~LA@aOfBaj$o^ZJE%&-&0Fb9gzIY=PCQ8XpfkW9NNrrkBuQ0)*Ny8?=UqC#N!221EM@V>?PEa4dm>Yy-v`;gn+ ztOMf=wxr`SXK-rcPs1rh2^&LcnM&5DO9^B*iFBdnDSf>g63EerD8`;TNAK=5$tWQB zg*?mReO8LY{}#sLLlaN6^XF9OH}JgtEMJbVXg~4c*o{|A5{TO z0j7WS6e^9+6C_hl-kjLQ4$y5uZ7V3%7@la+RVkq=56vs6W z^pi)>+o4~}&GFFh1%x9fP^t6zDzaw8TKa zy#P)*6{DTiE}0^3vXb{8SGd{n=(!z1g{Yi(Y8AdSl4&a@tBNU-Mxt?ja)svHQuW-T zpe1dSR`({Yc9Tp>T!zA?5)I#?s6%y-oH|qJSs zsvl{4;c#sAhMq3J6TJgp*Ti7dxAwIRhjwch&*SBH$dDK$fuFif{JuXwzb4@t=@TpG zqUbDak-O!{-FoEm<36Rwv`~nCBsR%+>{q}2RJ;+j z78Fq*$<^=Sm;iKpH(Ww*0obD%cgYHA5;2JkWq>ldbDhK@nCZu=TJDu`(g$72v7}?` zFEd&fABcA1fo$4{E0)tJgVxc>GVcAkGHi&_k5l?SX?2aIA5ZE19^};L>@6RRmh-{1 z`>;E|m+KlYL0;E^5UiL!qX>Rm3kr_Wl62@{^!tp=g7l-cK@S6KqI-cu+5QDm!u;Q`tW zJoj?z4pn~^XX|14Ip5oTfcSiRk^v7tDqQyV@DMLg4~&i6Rfm5>sYcR+a;p3oHVeU#;s5Xvevk1TNm`j zVzAeq6pTPNu09hz%4{Irr>Y2_E>uKhMxN&)I!J9Wf+y4cpp(Ll;OQ4WY{+CZ5%P5)TZNR zHt`ZkGHF#2B8la>tnsM}n~^nTKvfB8)3>y5t9FkU2|`@FNub8Cs;V`vIkEFw-I8U* z$ODh(k=S*haK_OP0p6<0(pv}Sf=HA8Lwm2r;pwb*^+)c zqwWL19SYOM@2#+c=%E5=3NQr>p_^?TyR)FEZ3gPA8oKBK?0z#QI0_mS(+<<8(9q}4 zCVlS}crGe$xP1unj?pugh|eFn`A|pye3|Q{NLX8lTKM}o7XC*^e8*jww6i>vsxg*abR#iM56M!)g&!`!gO#xk$BwlJO#3izYnst})JqlWM z1YDASIZT{i*DGCzE$)K0R60;wDxUpP=|B~-Sy*%h6EWIs!IRDC2&^MRa0|q4(P@T)5r26q{S%4e@Stf+i9q?=|c{3{R@24@}(XnJuFQA^bPihia}CUf=1!t_6Wn*OTvllTi9K% zK{raeDMWdZh*JOQY>-3sGnwrnCNl=&XmLZb_%}e<6(35-f5M6V+yEx|DwGfsuIP-! z?4}TB)%gT#h7l>wtQUT@#rb@%@;-xOhvnUQC$+ zs0tVi_)~>fEbgbGu4i=vO?6X!$4z!kSA9QLbZBiX0tFzod{#YVajXql)T(l<7OAAE z;``SUncFZt`9gAxdYDztk2_94uu;Sy?Vn+aKc7erUry(N2tSW;OVQceQ%u;@v2?aQ zh96WwM%Q#YfO0`!Y~^S8k(H}6xiT4>BjasS`%e@e0|Lp;WYM|i#)3w_=FV98_fK!U z4;vkC*TYqLaMW)f6hP9|P-38KmYx87PC)T!hkX0Qp_CjsL&cpEh!w7*ba)=(YD~%6 z5~)g9XCQp@sOaenjSOC}PP(*d6p08O=|DV$7oL#SRn1!;)aLdU{2HH~>2tD8Ikxz7 zQWQ`Xuv8&-#byc*J{Gm@XE7cZmOWI^&+ox>`vX!1ZtMu*4d@(0U~iOv!tZZNbTLnQ zf?xB`J1cnr4#^3U!7x#9Li^tFj{_MbEl3uJqy<9F92$C(Ef{7$XQq>Vf+2fUZOT6V zmKBqVGz`Y|m^Uari3)}`eJP8! z0zMxA5uIfwN(-%ekVdlueh2mg;H)vQeHyO@a@yeKfPWiIgOH_dDJ?S7^9pxX#dKzM zu{hmq-5EQ$TOU%<8C63ay~`TvT-|M|3NmTJNmVptz*U#WD?(M<(gy^tF_vzo3`QjW?oGT+cBb zE5@H1fVQJwUls5j%zM-6{CSfTe)8FMIHDSVTHPs2qtL<~B~KTQ#Rbk6vRVq9 zFK|sZ?$&v{fOIiFP7rfo7~%*q&lM0DT^M^3O5%u)6{ngtX5}F=Vc|NS-{X-QF~m4v zh9!XLa46|k{VplVi{vRUtYwJ2zxY!lPFLv19jW7sze*c71^7uq+hW}Ue%%oc%kTm5 zIPtUS`DFEccS%vV{N(~Ct0saSt|wC0jckGRW?Vgho(*$q&(TZZQtVF8S1S1eEuzVOD4$d{0e>3YWwpkVtV~af8FKI>zb>Z_ZI<= zHU{%e_fMF>EumVdD?$00VC@-}(h83!RcUPqMfnjC zh-%aPQV2zF8_=vFd42=QYUsL1HnqGZncmV~uMMoyYHu8X2Cz|F^8N_ALnKcflhtKR z)|u#aKtnR(?Z)Z)ck&=K@+j8IQ1(y z`?SfjV%#JB(S18HnW~nE%A^n%m2Z=QQQ6+?Rb6b%*Vn=nRas$m$yHE=C-E8en$qUx z?7DbCdnDa+>sCn4V2ETCZLn)qS(Mi>nx*NrewU(7wCttU9s*INY;P&WIzmBRLzUYg z!&MS+B5W@mVVmqek-Qf_u><-LZFYigFBKHnrvikQ6Q+BKFx^Xq z>0UBS_mUB}5gD>#%%KCmS9c`qv)P|8jy@vh;{7VpKdZDUM*R=^dz|3>R@5KlK4sv? z7?q!HROhFnOfM|mm@I7BY3MH96Rb zKAG-MEi4#P_;YMQf6DrEr?S@xVsmd)R$#Qb3CCokO=7(I+e;n5 zBr>lcS|lfvY%a*G5HF+GRihDF>*yW$SbSaXCF3aodmt`c&g{jDA`qX+IKlp?{mpv; zBsVH;CI=;*gLRJY{s0ePNxnZu{t5mv0#GXA>OioV0A>}k;+huBjR0^#9(T^Z^7P($ zLr+IF;Cc*$9Dq-~Ov(CJ)f>=x0a!9h!^=%7?Z@n8~152%i}AJHlO1 z{YvM2O(SkXn@W98W<1{<;Q4aIj6jr16kWlw=Lu}u8A0- z!lH>9VkEMpaT*x!k!nn_%*re=9+PEItkytmQl#ZXfaf&;qq3f6Y4<=q zJh!5eq8_)bH8F4Bf~M9gYyi@23DV5`V>|G1H5nS3y@6MOb9RrY{O`R1wXK z^tTB2(L{7FzF0}5-}5!nBR*qmIQJ&KK?)C`XDheHQ!**YBooAtSuqe8MRB+QmJ+oU z#}-y)P6`B?WBD@21kod$I?yu<1S!ZQ5Wo;lx}#t|6Cy``68w2gUjKXd>Hz0AlNabzGS|gd9@}!r{N6SJhUwHZ&>UH8;HM zzz+Rw5xg>Pe8S9hw#GJ*V{P12z5)Tb0;T|3LDg>oj6Rg2)t*X%Nm+<`+U6ds?MsYp z*6dT%M~r&K0=@g&$Co@?(rtEQFD80A$HLDGi*JqTmLc3XSJDAs;X#_Cl7u7|4D%=b zbw(Mv+aPC@mMGl+jRfzDzH;c~bWt_b9%&TVM=?eI&O%9X9zF0aW+f-zA8~Z0Jo9Om zCbAPY>C=Y#Pi){OogR=Wb9Ykl(;cET6+2j{aiwM~ENCVJWi7ucjI4n!`^HHU$V|Gf zyVNwKxFK6R(}pTYb=}MmS{kk)gs@B>io!C1C^KcUP-=d+x?R zi>$wA%~MaKw*AHOkG`{*p6T(NZ;%tv7$lcAaLAe+()7Rj5M5yiCU=QQMXnXis%Mn0oJ!b`ddX;=z%6UMpIh6JywHf7!Fz2qO9D=lXG-@?LsL;KfuCyY$cse zj06x#j~0B*T74LPe&!2nju5r0VbUWKA6GCW{;}q!cckZ0y-K(yfF%H9lWf$Ohv^lx zC3s!FFC@oYKIj;09QrSs$w%e9U!$T=$Pq+|*@igwVuqmrVUkTjS0=@@&496_u1xB} zq%KT~xfoUIO4| zMcvY+Br6y2?!G>gfYD=(mW#eAZsU8ID)QS4(OYZ5wU*@Cj}?$7Dl>3kdZ)-T&+^Xt zSG&fb<^Uv*`} zX!b1+x3?1lzl#Psn@$48Vo5_WxKQEcDL#aF5e%}Uc`;F65#>cxikBgw%B76ZC_+zf z%<=Ygkw0e2G%?sQa{ZFSJKMbfR!%Rpqv6E0-n zS~^oC<$3Zg3elBKL+Q@bFbYK{T5gEmWSy(&oIw%2{$@bbP6Oimkor#?D?>iq5KxXJ z9IZK)hFm!aaa}S!JeNB*)8lRekK@mH8tUm@8S>Ow#o85RIpb}xw}Is88k!nf(!AI3 zpS@q2V6SzMNny&FS@wcbLD6$aI>0;Nv!)o0do@tr~- zh6G80M zzu~Mer$z(1A384Q4#2ab>8m}{S9^w&pDAQah4{k*doAaZ&Z1<^A(5qub2dhXd!|{q zPBR=2i)*gxpt&oiv*9td;V}&3y|lEhO4R0GhC_x7DR63mTNQT|r7EA_K+ERy8x$6y zFBBr1!bay>Jtqv<=L(I8*Xf{()xH|POz&T6Vki1I;%V|mFU0d9fV8&}VXqca+!SB} z$S*_@a~aU{D_7J+UC_q|1wEEhFg}#urc$gp@|#ldsF~?o)zQdJ6t<8hEWYhSeA|g3 zKgkFv71(Gt% zC9rGA$qoY+b|ipB1c&lr>jE2 zSXhX-CPNLX?M5UO6NsrM>ZhjeD>p-H+xq-XN4a@+W8~3qJ zk++wSvz6wp>fAQ>%}fj|IM$6k5lbv{OW(dM8K&`C{!dHlgy7V*1+1kg*bsF0F4trvxKH3OKn-Ct^HFFue&n*J=itFg!5_a=eUNrY>zr z&Tkk7Gl;DwiJ)2LKYQQ1Wo?u0hSvkYZgxv3c6|yO8uD+b-SH0( zw10+8JAncj%FusPCWD!ghI&y{z~HezuYfNZdN8><#0YOwr3H8jwJ0j$%v4I3s*EZ( zGw1h>J;nM3eB-Z*>JX0bAV0bOR`DHz5+ZW)yRf{I<3+TjXp-EOBXXh&Vwq0(Kx&cp zGF>fv(iCBtPIN&OH;NF~-WtF2je1i}f5H-?qQ6E9p}8rMLKlfxPTm9O_^3!%g=kvXmqcI*{nCPL%ED;nDnVrynwSBX}Ng7 z