From 2de58b073a83a5c768984e1631fa3d659ae73774 Mon Sep 17 00:00:00 2001 From: Dotta Date: Tue, 3 Nov 2026 15:12:24 -0600 Subject: [PATCH] Record qualified cursor service measurements and raw paired samples --- .../2026-11-03-native-event-ingestion.json | 2493 +++++++++++++++++ .../2026-11-03-native-event-ingestion.md | 40 + .../service-aa-b0.json.gz | Bin 0 -> 160687 bytes .../service-b0-b1.json.gz | Bin 0 -> 178863 bytes 4 files changed, 2533 insertions(+) create mode 100644 doc/benchmarks/2026-11-03-native-event-ingestion.json create mode 100644 doc/benchmarks/2026-11-03-native-event-ingestion.md create mode 100644 doc/benchmarks/native-event-ingestion-2026-11-03/service-aa-b0.json.gz create mode 100644 doc/benchmarks/native-event-ingestion-2026-11-03/service-b0-b1.json.gz diff --git a/doc/benchmarks/2026-11-03-native-event-ingestion.json b/doc/benchmarks/2026-11-03-native-event-ingestion.json new file mode 100644 index 00000000000..6c217e511b7 --- /dev/null +++ b/doc/benchmarks/2026-11-03-native-event-ingestion.json @@ -0,0 +1,2493 @@ +{ + "status": "cursor_service_qualified_application_and_batching_pending", + "scope": "Real append service / real PostgreSQL; closed-loop service cost, not assembled application, browser, or hosted acceptance", + "testedRevisions": { + "B0": "83b5f7d486e70e484acd9a41bc957054f4e10175", + "B1": "7922802f069ab3b39e9f79368c46615ba2201ba9", + "B2": "6afeba4edafd47120e8117f736641d5424b27d4a", + "browserHarness": "f5c560d80d9d4ee089297d3b3f300c052db17c9e" + }, + "workload": { + "histories": [ + 1000, + 10000, + 100000 + ], + "pairs": 5, + "events": 32, + "groups": 16, + "scenarios": [ + "ordered", + "replay", + "late-gap", + "warm-suffix" + ], + "payloadTextBytes": 128, + "warmSourceOffset": 1000, + "seed": "native-event-ingestion-v1", + "retainedHistory": "vacuum-analyzed", + "quick": false + }, + "workloadSha256": "7c8abf644080c5e75f07ed7c1925e8d40a0c573a7160cbf0b5c99c06135b321a", + "units": { + "ordinaryTimedSample": "512 append attempts:16 consecutive groups of32; replay attempts create0new events", + "lateGapTimedSample": "one gap-closing append, structural-only latency gate", + "ownerCpu": "benchmark process only", + "databaseCpu": "PostgreSQL backend process,10msclockresolution", + "latencyTails": "No per-event service p99 is inferred from five sample durations" + }, + "environment": { + "node": "v26.4.0", + "platform": "linux", + "architecture": "x64", + "cpus": 16, + "loadBefore": [ + 1.11, + 1.79, + 1.17 + ] + }, + "database": { + "postgres_version": "PostgreSQL 18.1 on x86_64-pc-linux-gnu, compiled by gcc (Ubuntu 7.5.0-3ubuntu1~18.04) 7.5.0, 64-bit", + "backend_pid": 38772, + "shared_buffers": "128MB", + "work_mem": "4MB", + "jit": "on" + }, + "measurement": { + "warmups": 2, + "pairedOrder": "alternating", + "cache": "warm; seed and projection preparation excluded", + "databaseCpuResolutionMillis": 10, + "databaseCpuSource": "/proc/PID/stat utime+stime clock ticks" + }, + "baselineRepeatability": { + "limits": { + "maximumPairedRelativeDifference": 0.2, + "maximumMedianArmDrift": 0.1 + }, + "eligible": true, + "eligibilityFailures": [], + "cases": [ + { + "history": 1000, + "scenario": "ordered", + "maximumPairedRelativeDifference": 0.14603056269710105, + "medianArmDrift": 0.006101048337012426, + "passed": true + }, + { + "history": 1000, + "scenario": "replay", + "maximumPairedRelativeDifference": 0.05696648936960963, + "medianArmDrift": 0.005553482379278201, + "passed": true + }, + { + "history": 1000, + "scenario": "warm-suffix", + "maximumPairedRelativeDifference": 0.024289929467203868, + "medianArmDrift": 0.01791244170843659, + "passed": true + }, + { + "history": 10000, + "scenario": "ordered", + "maximumPairedRelativeDifference": 0.037649083635166815, + "medianArmDrift": 0.01203321513857753, + "passed": true + }, + { + "history": 10000, + "scenario": "replay", + "maximumPairedRelativeDifference": 0.026505442470828453, + "medianArmDrift": 0.00698463077481016, + "passed": true + }, + { + "history": 10000, + "scenario": "warm-suffix", + "maximumPairedRelativeDifference": 0.023755380399753674, + "medianArmDrift": 0.005898205718946344, + "passed": true + }, + { + "history": 100000, + "scenario": "ordered", + "maximumPairedRelativeDifference": 0.01261232067789408, + "medianArmDrift": 0.0037280200460502607, + "passed": true + }, + { + "history": 100000, + "scenario": "replay", + "maximumPairedRelativeDifference": 0.0182885616009952, + "medianArmDrift": 0.011112756224789489, + "passed": true + }, + { + "history": 100000, + "scenario": "warm-suffix", + "maximumPairedRelativeDifference": 0.012072360725630761, + "medianArmDrift": 0.00042263730370318685, + "passed": true + } + ], + "passed": true, + "excluded": "Late-gap single-operation latency is structural-only; its complete paired evidence is still required" + }, + "serviceCursorCases": [ + { + "history": 1000, + "scenario": "ordered", + "latencyGate": "nonregression", + "medianLatencyChangePercent": -5.742408937854282, + "gate": { + "history": 1000, + "scenario": "ordered", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 0, + "requiredPairedWins": 4, + "latencyGate": "nonregression", + "improvementRelative": 0.05742408937854287, + "noiseEnvelopeRelative": 0.14603056269710105, + "improvedBeyondNoise": false, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 3821.8926999999967, + "minMsPerSample": 3767.7410439999985, + "maxMsPerSample": 4044.331014999996, + "medianAttemptsPerSecond": 133.96503779397062, + "medianOwnerCpuMicrosPerAttempt": 1924.09765625, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 1032 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 3767.7410439999985, + "eventsPerSecond": 135.89044311188604, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 995111, + "databaseCpuMillis": 1070, + "heapDeltaBytes": 33654496, + "rssBytes": 487653376, + "eventLoopUtilization": 0.22143373396129723, + "eventLoopDelayMaxMs": 11.968511, + "retainedHistoryBefore": 2024, + "retainedHistoryAfter": 2536 + }, + { + "elapsedMs": 3866.8542080000007, + "eventsPerSecond": 132.407371072005, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 985138, + "databaseCpuMillis": 1170, + "heapDeltaBytes": 33531656, + "rssBytes": 608763904, + "eventLoopUtilization": 0.21666069656252768, + "eventLoopDelayMaxMs": 10.944511, + "retainedHistoryBefore": 2536, + "retainedHistoryAfter": 3048 + }, + { + "elapsedMs": 3786.3843769999985, + "eventsPerSecond": 135.22134813097455, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 966165, + "databaseCpuMillis": 1020, + "heapDeltaBytes": 27080288, + "rssBytes": 645201920, + "eventLoopUtilization": 0.21866037997631008, + "eventLoopDelayMaxMs": 11.395071, + "retainedHistoryBefore": 3048, + "retainedHistoryAfter": 3560 + }, + { + "elapsedMs": 3821.8926999999967, + "eventsPerSecond": 133.96503779397062, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 958143, + "databaseCpuMillis": 1140, + "heapDeltaBytes": 45397432, + "rssBytes": 754253824, + "eventLoopUtilization": 0.2150223122515176, + "eventLoopDelayMaxMs": 10.952703, + "retainedHistoryBefore": 3560, + "retainedHistoryAfter": 4072 + }, + { + "elapsedMs": 4044.331014999996, + "eventsPerSecond": 126.5969570989729, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 985142, + "databaseCpuMillis": 1360, + "heapDeltaBytes": 23276976, + "rssBytes": 790429696, + "eventLoopUtilization": 0.20692569753314943, + "eventLoopDelayMaxMs": 11.583487, + "retainedHistoryBefore": 4072, + "retainedHistoryAfter": 4584 + } + ], + "medianBackendCpuMicrosPerAttempt": 2226.5625 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 3602.4239919999964, + "minMsPerSample": 3518.2594119999994, + "maxMsPerSample": 3647.625899999999, + "medianAttemptsPerSecond": 142.12652401189106, + "medianOwnerCpuMicrosPerAttempt": 1870.296875, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 3518.2594119999994, + "eventsPerSecond": 145.52650616201922, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 974415, + "databaseCpuMillis": 870, + "heapDeltaBytes": 31488160, + "rssBytes": 528941056, + "eventLoopUtilization": 0.23084529326625897, + "eventLoopDelayMaxMs": 11.165695, + "retainedHistoryBefore": 2024, + "retainedHistoryAfter": 2536 + }, + { + "elapsedMs": 3630.801406999999, + "eventsPerSecond": 141.01569945767076, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 988618, + "databaseCpuMillis": 890, + "heapDeltaBytes": 31761200, + "rssBytes": 569049088, + "eventLoopUtilization": 0.22863431900404702, + "eventLoopDelayMaxMs": 10.903551, + "retainedHistoryBefore": 2536, + "retainedHistoryAfter": 3048 + }, + { + "elapsedMs": 3647.625899999999, + "eventsPerSecond": 140.3652715592353, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 957592, + "databaseCpuMillis": 920, + "heapDeltaBytes": 25408472, + "rssBytes": 681902080, + "eventLoopUtilization": 0.2255673862462215, + "eventLoopDelayMaxMs": 10.985471, + "retainedHistoryBefore": 3048, + "retainedHistoryAfter": 3560 + }, + { + "elapsedMs": 3602.4239919999964, + "eventsPerSecond": 142.12652401189106, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 952880, + "databaseCpuMillis": 900, + "heapDeltaBytes": 47051672, + "rssBytes": 715849728, + "eventLoopUtilization": 0.22712651602950687, + "eventLoopDelayMaxMs": 12.484607, + "retainedHistoryBefore": 3560, + "retainedHistoryAfter": 4072 + }, + { + "elapsedMs": 3537.9286530000027, + "eventsPerSecond": 144.71744634133515, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 946701, + "databaseCpuMillis": 880, + "heapDeltaBytes": 23493352, + "rssBytes": 828178432, + "eventLoopUtilization": 0.2317137772533349, + "eventLoopDelayMaxMs": 12.492799, + "retainedHistoryBefore": 4072, + "retainedHistoryAfter": 4584 + } + ], + "medianBackendCpuMicrosPerAttempt": 1738.28125 + } + }, + { + "history": 1000, + "scenario": "replay", + "latencyGate": "nonregression", + "medianLatencyChangePercent": -2.2670646582352183, + "gate": { + "history": 1000, + "scenario": "replay", + "pairedCandidateWins": 4, + "noiseExceedingPairedWins": 0, + "requiredPairedWins": 4, + "latencyGate": "nonregression", + "improvementRelative": 0.02267064658235218, + "noiseEnvelopeRelative": 0.05696648936960963, + "improvedBeyondNoise": false, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 3115.0636460000096, + "minMsPerSample": 3032.75809399999, + "maxMsPerSample": 3183.06670499999, + "medianAttemptsPerSecond": 164.36261283375345, + "medianOwnerCpuMicrosPerAttempt": 1570.958984375, + "sqlCallsPerAttempt": 4, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 1016 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 3115.0636460000096, + "eventsPerSecond": 164.36261283375345, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 845483, + "databaseCpuMillis": 740, + "heapDeltaBytes": 36624952, + "rssBytes": 945020928, + "eventLoopUtilization": 0.22342104438195334, + "eventLoopDelayMaxMs": 11.689983, + "retainedHistoryBefore": 1512, + "retainedHistoryAfter": 1768 + }, + { + "elapsedMs": 3152.0550479999947, + "eventsPerSecond": 162.43371140515717, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 780933, + "databaseCpuMillis": 760, + "heapDeltaBytes": 33055456, + "rssBytes": 514990080, + "eventLoopUtilization": 0.21897864902613573, + "eventLoopDelayMaxMs": 11.132927, + "retainedHistoryBefore": 1768, + "retainedHistoryAfter": 2024 + }, + { + "elapsedMs": 3183.06670499999, + "eventsPerSecond": 160.85116884159095, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 804331, + "databaseCpuMillis": 780, + "heapDeltaBytes": 11472256, + "rssBytes": 538189824, + "eventLoopUtilization": 0.219418377272403, + "eventLoopDelayMaxMs": 11.223039, + "retainedHistoryBefore": 2024, + "retainedHistoryAfter": 2280 + }, + { + "elapsedMs": 3071.708136000001, + "eventsPerSecond": 166.6825028066403, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 807136, + "databaseCpuMillis": 790, + "heapDeltaBytes": 32484800, + "rssBytes": 623779840, + "eventLoopUtilization": 0.22542539073320117, + "eventLoopDelayMaxMs": 11.206655, + "retainedHistoryBefore": 2280, + "retainedHistoryAfter": 2536 + }, + { + "elapsedMs": 3032.75809399999, + "eventsPerSecond": 168.82322431615665, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 776534, + "databaseCpuMillis": 750, + "heapDeltaBytes": 32166800, + "rssBytes": 650649600, + "eventLoopUtilization": 0.22416983710939756, + "eventLoopDelayMaxMs": 10.977279, + "retainedHistoryBefore": 2536, + "retainedHistoryAfter": 2792 + } + ], + "medianBackendCpuMicrosPerAttempt": 1484.375 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 3044.44313900001, + "minMsPerSample": 3014.9782689999993, + "maxMsPerSample": 3069.673167000001, + "medianAttemptsPerSecond": 168.1752545945639, + "medianOwnerCpuMicrosPerAttempt": 1565.7734375, + "sqlCallsPerAttempt": 4, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 3065.6659729999956, + "eventsPerSecond": 167.01101963139436, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 804031, + "databaseCpuMillis": 670, + "heapDeltaBytes": 13012528, + "rssBytes": 852631552, + "eventLoopUtilization": 0.2269970134163534, + "eventLoopDelayMaxMs": 10.960895, + "retainedHistoryBefore": 1512, + "retainedHistoryAfter": 1768 + }, + { + "elapsedMs": 3044.44313900001, + "eventsPerSecond": 168.1752545945639, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 801191, + "databaseCpuMillis": 670, + "heapDeltaBytes": 34388648, + "rssBytes": 514990080, + "eventLoopUtilization": 0.2259530730103639, + "eventLoopDelayMaxMs": 11.395071, + "retainedHistoryBefore": 1768, + "retainedHistoryAfter": 2024 + }, + { + "elapsedMs": 3014.9782689999993, + "eventsPerSecond": 169.81880276364942, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 786991, + "databaseCpuMillis": 670, + "heapDeltaBytes": 34189720, + "rssBytes": 565452800, + "eventLoopUtilization": 0.2288037919790053, + "eventLoopDelayMaxMs": 11.763711, + "retainedHistoryBefore": 2024, + "retainedHistoryAfter": 2280 + }, + { + "elapsedMs": 3016.7872960000095, + "eventsPerSecond": 169.71697032762842, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 822754, + "databaseCpuMillis": 670, + "heapDeltaBytes": 12531080, + "rssBytes": 597303296, + "eventLoopUtilization": 0.2311928854994864, + "eventLoopDelayMaxMs": 10.919935, + "retainedHistoryBefore": 2280, + "retainedHistoryAfter": 2536 + }, + { + "elapsedMs": 3069.673167000001, + "eventsPerSecond": 166.79300112603806, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 801676, + "databaseCpuMillis": 690, + "heapDeltaBytes": 12085552, + "rssBytes": 680927232, + "eventLoopUtilization": 0.22559130420640797, + "eventLoopDelayMaxMs": 12.140543, + "retainedHistoryBefore": 2536, + "retainedHistoryAfter": 2792 + } + ], + "medianBackendCpuMicrosPerAttempt": 1308.59375 + } + }, + { + "history": 1000, + "scenario": "late-gap", + "latencyGate": "structural-only", + "medianLatencyChangePercent": 15.149505415837417, + "gate": { + "history": 1000, + "scenario": "late-gap", + "pairedCandidateWins": 0, + "noiseExceedingPairedWins": 0, + "requiredPairedWins": 4, + "latencyGate": "structural-only", + "improvementRelative": -0.1514950541583741, + "noiseEnvelopeRelative": 0.25940723696471085, + "improvedBeyondNoise": false, + "noRegressionBeyondNoise": true, + "acceptancePassed": null + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 7.502872000011848, + "minMsPerSample": 4.2591580000007525, + "maxMsPerSample": 8.29047000000719, + "medianAttemptsPerSecond": 133.28229509958598, + "medianOwnerCpuMicrosPerAttempt": 2190, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 1001 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 5.720398999997997, + "eventsPerSecond": 174.8129807029807, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 1939, + "databaseCpuMillis": 0, + "heapDeltaBytes": 422592, + "rssBytes": 686039040, + "eventLoopUtilization": 0.3181326164076, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + }, + { + "elapsedMs": 7.502872000011848, + "eventsPerSecond": 133.28229509958598, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 39558, + "databaseCpuMillis": 0, + "heapDeltaBytes": 431616, + "rssBytes": 689053696, + "eventLoopUtilization": 1, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + }, + { + "elapsedMs": 8.29047000000719, + "eventsPerSecond": 120.62042320871225, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2190, + "databaseCpuMillis": 0, + "heapDeltaBytes": 463896, + "rssBytes": 687636480, + "eventLoopUtilization": 0.24778285193115038, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + }, + { + "elapsedMs": 8.271701999998186, + "eventsPerSecond": 120.89410377697592, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2038, + "databaseCpuMillis": 0, + "heapDeltaBytes": 456056, + "rssBytes": 687636480, + "eventLoopUtilization": 0.23109295991253467, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + }, + { + "elapsedMs": 4.2591580000007525, + "eventsPerSecond": 234.78819052963598, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 3574, + "databaseCpuMillis": 0, + "heapDeltaBytes": 450632, + "rssBytes": 687636480, + "eventLoopUtilization": 0.32782615804061754, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + } + ] + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 8.639519999996992, + "minMsPerSample": 8.054645999989589, + "maxMsPerSample": 9.896842999994988, + "medianAttemptsPerSecond": 115.74717113917767, + "medianOwnerCpuMicrosPerAttempt": 3119, + "sqlCallsPerAttempt": 7, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 8.502074999996694, + "eventsPerSecond": 117.61834610967192, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 3242, + "databaseCpuMillis": 0, + "heapDeltaBytes": 470176, + "rssBytes": 686170112, + "eventLoopUtilization": 0.2530225940022785, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + }, + { + "elapsedMs": 8.054645999989589, + "eventsPerSecond": 124.15194907402419, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 39998, + "databaseCpuMillis": 10, + "heapDeltaBytes": 461920, + "rssBytes": 688922624, + "eventLoopUtilization": 1, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + }, + { + "elapsedMs": 8.639519999996992, + "eventsPerSecond": 115.74717113917767, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2552, + "databaseCpuMillis": 0, + "heapDeltaBytes": 487152, + "rssBytes": 687636480, + "eventLoopUtilization": 0.23771921916275002, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + }, + { + "elapsedMs": 9.896842999994988, + "eventsPerSecond": 101.04232228403608, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 3119, + "databaseCpuMillis": 0, + "heapDeltaBytes": 498416, + "rssBytes": 687636480, + "eventLoopUtilization": 0.22593697141773111, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + }, + { + "elapsedMs": 9.082460000005085, + "eventsPerSecond": 110.10232910460823, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2276, + "databaseCpuMillis": 0, + "heapDeltaBytes": 473640, + "rssBytes": 687636480, + "eventLoopUtilization": 0.23138398953178907, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 1000, + "retainedHistoryAfter": 1001 + } + ] + } + }, + { + "history": 1000, + "scenario": "warm-suffix", + "latencyGate": "nonregression", + "medianLatencyChangePercent": -13.083401235515325, + "gate": { + "history": 1000, + "scenario": "warm-suffix", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 5, + "requiredPairedWins": 4, + "latencyGate": "nonregression", + "improvementRelative": 0.1308340123551533, + "noiseEnvelopeRelative": 0.024289929467203868, + "improvedBeyondNoise": true, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 4172.937833000004, + "minMsPerSample": 4086.5682390000147, + "maxMsPerSample": 4292.283408999996, + "medianAttemptsPerSecond": 122.69533371694483, + "medianOwnerCpuMicrosPerAttempt": 2151.814453125, + "sqlCallsPerAttempt": 6, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 1032, + 0 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 4136.721946999998, + "eventsPerSecond": 123.7694983031936, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1110598, + "databaseCpuMillis": 1110, + "heapDeltaBytes": 21079120, + "rssBytes": 558157824, + "eventLoopUtilization": 0.22682177978000112, + "eventLoopDelayMaxMs": 12.500991, + "retainedHistoryBefore": 2024, + "retainedHistoryAfter": 2536 + }, + { + "elapsedMs": 4086.5682390000147, + "eventsPerSecond": 125.2884988224953, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1039109, + "databaseCpuMillis": 1130, + "heapDeltaBytes": 43998736, + "rssBytes": 570871808, + "eventLoopUtilization": 0.22203093336559124, + "eventLoopDelayMaxMs": 11.091967, + "retainedHistoryBefore": 2536, + "retainedHistoryAfter": 3048 + }, + { + "elapsedMs": 4172.937833000004, + "eventsPerSecond": 122.69533371694483, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1359984, + "databaseCpuMillis": 1170, + "heapDeltaBytes": -69392880, + "rssBytes": 431128576, + "eventLoopUtilization": 0.2304635378420051, + "eventLoopDelayMaxMs": 11.739135, + "retainedHistoryBefore": 3048, + "retainedHistoryAfter": 3560 + }, + { + "elapsedMs": 4292.283408999996, + "eventsPerSecond": 119.28382895836887, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1101729, + "databaseCpuMillis": 1240, + "heapDeltaBytes": 44863936, + "rssBytes": 524320768, + "eventLoopUtilization": 0.2176333681456509, + "eventLoopDelayMaxMs": 12.943359, + "retainedHistoryBefore": 3560, + "retainedHistoryAfter": 4072 + }, + { + "elapsedMs": 4232.580820999981, + "eventsPerSecond": 120.96638473144048, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1091120, + "databaseCpuMillis": 1190, + "heapDeltaBytes": 21804600, + "rssBytes": 560627712, + "eventLoopUtilization": 0.22111083357488312, + "eventLoopDelayMaxMs": 10.960895, + "retainedHistoryBefore": 4072, + "retainedHistoryAfter": 4584 + } + ], + "medianBackendCpuMicrosPerAttempt": 2285.15625 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 3626.9756329999946, + "minMsPerSample": 3597.0772639999923, + "maxMsPerSample": 3650.707789999986, + "medianAttemptsPerSecond": 141.16444437662446, + "medianOwnerCpuMicrosPerAttempt": 1896.859375, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 3626.9756329999946, + "eventsPerSecond": 141.16444437662446, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1241382, + "databaseCpuMillis": 930, + "heapDeltaBytes": -156752456, + "rssBytes": 570740736, + "eventLoopUtilization": 0.24056221338801628, + "eventLoopDelayMaxMs": 12.861439, + "retainedHistoryBefore": 2024, + "retainedHistoryAfter": 2536 + }, + { + "elapsedMs": 3629.3362690000067, + "eventsPerSecond": 141.07262652216892, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 971192, + "databaseCpuMillis": 920, + "heapDeltaBytes": 24271432, + "rssBytes": 570871808, + "eventLoopUtilization": 0.2252976707736987, + "eventLoopDelayMaxMs": 12.386303, + "retainedHistoryBefore": 2536, + "retainedHistoryAfter": 3048 + }, + { + "elapsedMs": 3650.707789999986, + "eventsPerSecond": 140.2467766394423, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 960617, + "databaseCpuMillis": 910, + "heapDeltaBytes": 22094632, + "rssBytes": 452493312, + "eventLoopUtilization": 0.22384401334146733, + "eventLoopDelayMaxMs": 10.797055, + "retainedHistoryBefore": 3048, + "retainedHistoryAfter": 3560 + }, + { + "elapsedMs": 3601.671973999997, + "eventsPerSecond": 142.15619959176226, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 941447, + "databaseCpuMillis": 910, + "heapDeltaBytes": 22664456, + "rssBytes": 488800256, + "eventLoopUtilization": 0.2262050273819268, + "eventLoopDelayMaxMs": 10.952703, + "retainedHistoryBefore": 3560, + "retainedHistoryAfter": 4072 + }, + { + "elapsedMs": 3597.0772639999923, + "eventsPerSecond": 142.33778215557427, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1231593, + "databaseCpuMillis": 890, + "heapDeltaBytes": -173184872, + "rssBytes": 579657728, + "eventLoopUtilization": 0.24129014091408618, + "eventLoopDelayMaxMs": 12.115967, + "retainedHistoryBefore": 4072, + "retainedHistoryAfter": 4584 + } + ], + "medianBackendCpuMicrosPerAttempt": 1777.34375 + } + }, + { + "history": 10000, + "scenario": "ordered", + "latencyGate": "improvement", + "medianLatencyChangePercent": -12.122362368994832, + "gate": { + "history": 10000, + "scenario": "ordered", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 5, + "requiredPairedWins": 4, + "latencyGate": "improvement", + "improvementRelative": 0.12122362368994838, + "noiseEnvelopeRelative": 0.037649083635166815, + "improvedBeyondNoise": true, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 3932.7020550000016, + "minMsPerSample": 2531.290066000016, + "maxMsPerSample": 4036.51675000001, + "medianAttemptsPerSecond": 130.19038636528487, + "medianOwnerCpuMicrosPerAttempt": 1836.0390625, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 10032 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 3932.7020550000016, + "eventsPerSecond": 130.19038636528487, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 940052, + "databaseCpuMillis": 1310, + "heapDeltaBytes": 43135368, + "rssBytes": 584593408, + "eventLoopUtilization": 0.21007404917495692, + "eventLoopDelayMaxMs": 11.517951, + "retainedHistoryBefore": 11024, + "retainedHistoryAfter": 11536 + }, + { + "elapsedMs": 4036.51675000001, + "eventsPerSecond": 126.84203527707366, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 944238, + "databaseCpuMillis": 1350, + "heapDeltaBytes": 43039104, + "rssBytes": 689451008, + "eventLoopUtilization": 0.20575528688259898, + "eventLoopDelayMaxMs": 11.395071, + "retainedHistoryBefore": 11536, + "retainedHistoryAfter": 12048 + }, + { + "elapsedMs": 3946.7278859999788, + "eventsPerSecond": 129.72771743808102, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 947201, + "databaseCpuMillis": 1400, + "heapDeltaBytes": 19321912, + "rssBytes": 724316160, + "eventLoopUtilization": 0.20906228216522119, + "eventLoopDelayMaxMs": 10.911743, + "retainedHistoryBefore": 12048, + "retainedHistoryAfter": 12560 + }, + { + "elapsedMs": 2537.2525580000074, + "eventsPerSecond": 201.79307668275038, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 789679, + "databaseCpuMillis": 1270, + "heapDeltaBytes": 20196480, + "rssBytes": 828911616, + "eventLoopUtilization": 0.26745306936349994, + "eventLoopDelayMaxMs": 11.878399, + "retainedHistoryBefore": 12560, + "retainedHistoryAfter": 13072 + }, + { + "elapsedMs": 2531.290066000016, + "eventsPerSecond": 202.2684033241083, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 772953, + "databaseCpuMillis": 1280, + "heapDeltaBytes": 21517296, + "rssBytes": 863645696, + "eventLoopUtilization": 0.26701041823947913, + "eventLoopDelayMaxMs": 12.500991, + "retainedHistoryBefore": 13072, + "retainedHistoryAfter": 13584 + } + ], + "medianBackendCpuMicrosPerAttempt": 2558.59375 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 3455.9656609999947, + "minMsPerSample": 1826.3126879999763, + "maxMsPerSample": 3508.557459999982, + "medianAttemptsPerSecond": 148.149620170662, + "medianOwnerCpuMicrosPerAttempt": 1809.98828125, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 3485.8394670000125, + "eventsPerSecond": 146.87997105059978, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 930011, + "databaseCpuMillis": 880, + "heapDeltaBytes": 18203472, + "rssBytes": 620900352, + "eventLoopUtilization": 0.2304560972894458, + "eventLoopDelayMaxMs": 11.001855, + "retainedHistoryBefore": 11024, + "retainedHistoryAfter": 11536 + }, + { + "elapsedMs": 3508.557459999982, + "eventsPerSecond": 145.92891974469836, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 929185, + "databaseCpuMillis": 880, + "heapDeltaBytes": 22301576, + "rssBytes": 657338368, + "eventLoopUtilization": 0.23046290595990865, + "eventLoopDelayMaxMs": 11.862015, + "retainedHistoryBefore": 11536, + "retainedHistoryAfter": 12048 + }, + { + "elapsedMs": 3455.9656609999947, + "eventsPerSecond": 148.149620170662, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 926714, + "databaseCpuMillis": 880, + "heapDeltaBytes": 21949432, + "rssBytes": 760098816, + "eventLoopUtilization": 0.23274264494734154, + "eventLoopDelayMaxMs": 12.861439, + "retainedHistoryBefore": 12048, + "retainedHistoryAfter": 12560 + }, + { + "elapsedMs": 1941.1345349999901, + "eventsPerSecond": 263.76327388353974, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 748956, + "databaseCpuMillis": 700, + "heapDeltaBytes": 43239696, + "rssBytes": 793653248, + "eventLoopUtilization": 0.33944890687207846, + "eventLoopDelayMaxMs": 12.189695, + "retainedHistoryBefore": 12560, + "retainedHistoryAfter": 13072 + }, + { + "elapsedMs": 1826.3126879999763, + "eventsPerSecond": 280.3462974134507, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 738883, + "databaseCpuMillis": 680, + "heapDeltaBytes": 43330280, + "rssBytes": 896937984, + "eventLoopUtilization": 0.3566787575351988, + "eventLoopDelayMaxMs": 11.206655, + "retainedHistoryBefore": 13072, + "retainedHistoryAfter": 13584 + } + ], + "medianBackendCpuMicrosPerAttempt": 1718.75 + } + }, + { + "history": 10000, + "scenario": "replay", + "latencyGate": "improvement", + "medianLatencyChangePercent": -15.476961100443798, + "gate": { + "history": 10000, + "scenario": "replay", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 5, + "requiredPairedWins": 4, + "latencyGate": "improvement", + "improvementRelative": 0.15476961100443798, + "noiseEnvelopeRelative": 0.026505442470828453, + "improvedBeyondNoise": true, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 3438.1480029999802, + "minMsPerSample": 3386.6734299999953, + "maxMsPerSample": 3486.3577179999847, + "medianAttemptsPerSecond": 148.91738213516427, + "medianOwnerCpuMicrosPerAttempt": 1540.505859375, + "sqlCallsPerAttempt": 4, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 10016 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 3386.6734299999953, + "eventsPerSecond": 151.18080044700406, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 827332, + "databaseCpuMillis": 1120, + "heapDeltaBytes": 6471504, + "rssBytes": 487813120, + "eventLoopUtilization": 0.20477141383711972, + "eventLoopDelayMaxMs": 11.419647, + "retainedHistoryBefore": 10512, + "retainedHistoryAfter": 10768 + }, + { + "elapsedMs": 3486.3577179999847, + "eventsPerSecond": 146.8581371775351, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 804307, + "databaseCpuMillis": 1160, + "heapDeltaBytes": 8202280, + "rssBytes": 568946688, + "eventLoopUtilization": 0.20175513476160156, + "eventLoopDelayMaxMs": 11.034623, + "retainedHistoryBefore": 10768, + "retainedHistoryAfter": 11024 + }, + { + "elapsedMs": 3415.5798420000065, + "eventsPerSecond": 149.9013414074362, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 773874, + "databaseCpuMillis": 1170, + "heapDeltaBytes": 29757840, + "rssBytes": 594505728, + "eventLoopUtilization": 0.19850737181316191, + "eventLoopDelayMaxMs": 11.091967, + "retainedHistoryBefore": 11024, + "retainedHistoryAfter": 11280 + }, + { + "elapsedMs": 3438.1480029999802, + "eventsPerSecond": 148.91738213516427, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 788435, + "databaseCpuMillis": 1180, + "heapDeltaBytes": 29826088, + "rssBytes": 675639296, + "eventLoopUtilization": 0.2020578915506908, + "eventLoopDelayMaxMs": 11.018239, + "retainedHistoryBefore": 11280, + "retainedHistoryAfter": 11536 + }, + { + "elapsedMs": 3473.735579, + "eventsPerSecond": 147.39175978022823, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 788739, + "databaseCpuMillis": 1210, + "heapDeltaBytes": 29749272, + "rssBytes": 701460480, + "eventLoopUtilization": 0.1996617179807712, + "eventLoopDelayMaxMs": 11.149311, + "retainedHistoryBefore": 11536, + "retainedHistoryAfter": 11792 + } + ], + "medianBackendCpuMicrosPerAttempt": 2285.15625 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 2906.027173999988, + "minMsPerSample": 2898.2331549999944, + "maxMsPerSample": 2942.022075999994, + "medianAttemptsPerSecond": 176.18555138810345, + "medianOwnerCpuMicrosPerAttempt": 1526.033203125, + "sqlCallsPerAttempt": 4, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 2906.027173999988, + "eventsPerSecond": 176.18555138810345, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 772907, + "databaseCpuMillis": 660, + "heapDeltaBytes": 31445808, + "rssBytes": 514027520, + "eventLoopUtilization": 0.23381315333850797, + "eventLoopDelayMaxMs": 10.887167, + "retainedHistoryBefore": 10512, + "retainedHistoryAfter": 10768 + }, + { + "elapsedMs": 2898.2331549999944, + "eventsPerSecond": 176.65935506834714, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 767969, + "databaseCpuMillis": 650, + "heapDeltaBytes": 31400504, + "rssBytes": 540504064, + "eventLoopUtilization": 0.23314539900175874, + "eventLoopDelayMaxMs": 10.985471, + "retainedHistoryBefore": 10768, + "retainedHistoryAfter": 11024 + }, + { + "elapsedMs": 2942.022075999994, + "eventsPerSecond": 174.0299653686219, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 782999, + "databaseCpuMillis": 650, + "heapDeltaBytes": 31302448, + "rssBytes": 620720128, + "eventLoopUtilization": 0.23216753420929628, + "eventLoopDelayMaxMs": 11.624447, + "retainedHistoryBefore": 11024, + "retainedHistoryAfter": 11280 + }, + { + "elapsedMs": 2903.915967000008, + "eventsPerSecond": 176.31364192984535, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 781329, + "databaseCpuMillis": 660, + "heapDeltaBytes": 10266944, + "rssBytes": 649949184, + "eventLoopUtilization": 0.23294698395467922, + "eventLoopDelayMaxMs": 10.952703, + "retainedHistoryBefore": 11280, + "retainedHistoryAfter": 11536 + }, + { + "elapsedMs": 2934.8292870000005, + "eventsPerSecond": 174.45648449398203, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 785233, + "databaseCpuMillis": 660, + "heapDeltaBytes": 9627632, + "rssBytes": 730296320, + "eventLoopUtilization": 0.23252480850131874, + "eventLoopDelayMaxMs": 11.296767, + "retainedHistoryBefore": 11536, + "retainedHistoryAfter": 11792 + } + ], + "medianBackendCpuMicrosPerAttempt": 1289.0625 + } + }, + { + "history": 10000, + "scenario": "late-gap", + "latencyGate": "structural-only", + "medianLatencyChangePercent": 10.666043411885395, + "gate": { + "history": 10000, + "scenario": "late-gap", + "pairedCandidateWins": 1, + "noiseExceedingPairedWins": 0, + "requiredPairedWins": 4, + "latencyGate": "structural-only", + "improvementRelative": -0.10666043411885397, + "noiseEnvelopeRelative": 0.5361920987154964, + "improvedBeyondNoise": false, + "noRegressionBeyondNoise": true, + "acceptancePassed": null + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 7.571007999998983, + "minMsPerSample": 6.72492800001055, + "maxMsPerSample": 8.594982000009622, + "medianAttemptsPerSecond": 132.08280852432523, + "medianOwnerCpuMicrosPerAttempt": 2031, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 10001 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 7.489338999992469, + "eventsPerSecond": 133.52313201485543, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 1968, + "databaseCpuMillis": 0, + "heapDeltaBytes": 421064, + "rssBytes": 739078144, + "eventLoopUtilization": 0.24592820012147315, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + }, + { + "elapsedMs": 7.571007999998983, + "eventsPerSecond": 132.08280852432523, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2171, + "databaseCpuMillis": 0, + "heapDeltaBytes": 448768, + "rssBytes": 740913152, + "eventLoopUtilization": 0.2686368156622196, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + }, + { + "elapsedMs": 8.594982000009622, + "eventsPerSecond": 116.3469568637701, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2031, + "databaseCpuMillis": 0, + "heapDeltaBytes": 431048, + "rssBytes": 740913152, + "eventLoopUtilization": 0.22225871587886992, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + }, + { + "elapsedMs": 6.72492800001055, + "eventsPerSecond": 148.7004767929755, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 1658, + "databaseCpuMillis": 0, + "heapDeltaBytes": 431072, + "rssBytes": 474955776, + "eventLoopUtilization": 0.2337926323471412, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + }, + { + "elapsedMs": 8.193685000005644, + "eventsPerSecond": 122.04520920676242, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2617, + "databaseCpuMillis": 10, + "heapDeltaBytes": 448008, + "rssBytes": 474955776, + "eventLoopUtilization": 0.22935441722124913, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + } + ] + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 8.378534999996191, + "minMsPerSample": 7.88444399999571, + "maxMsPerSample": 9.637699999992037, + "medianAttemptsPerSecond": 119.35260758598665, + "medianOwnerCpuMicrosPerAttempt": 2185, + "sqlCallsPerAttempt": 7, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 8.378534999996191, + "eventsPerSecond": 119.35260758598665, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2151, + "databaseCpuMillis": 0, + "heapDeltaBytes": 449832, + "rssBytes": 739078144, + "eventLoopUtilization": 0.2387921426908228, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + }, + { + "elapsedMs": 7.90993600001093, + "eventsPerSecond": 126.42327320962119, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2185, + "databaseCpuMillis": 10, + "heapDeltaBytes": 496696, + "rssBytes": 740913152, + "eventLoopUtilization": 0.25760923439549777, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + }, + { + "elapsedMs": 8.744047000014689, + "eventsPerSecond": 114.36352068994141, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2317, + "databaseCpuMillis": 10, + "heapDeltaBytes": 460736, + "rssBytes": 740913152, + "eventLoopUtilization": 0.24630377379867668, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + }, + { + "elapsedMs": 9.637699999992037, + "eventsPerSecond": 103.75919565880099, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 3238, + "databaseCpuMillis": 10, + "heapDeltaBytes": 472200, + "rssBytes": 474955776, + "eventLoopUtilization": 0.22782605327107056, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + }, + { + "elapsedMs": 7.88444399999571, + "eventsPerSecond": 126.83202518789454, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2110, + "databaseCpuMillis": 0, + "heapDeltaBytes": 459264, + "rssBytes": 474955776, + "eventLoopUtilization": 0.24978447863559844, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 10000, + "retainedHistoryAfter": 10001 + } + ] + } + }, + { + "history": 10000, + "scenario": "warm-suffix", + "latencyGate": "improvement", + "medianLatencyChangePercent": -21.639327212950633, + "gate": { + "history": 10000, + "scenario": "warm-suffix", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 5, + "requiredPairedWins": 4, + "latencyGate": "improvement", + "improvementRelative": 0.21639327212950632, + "noiseEnvelopeRelative": 0.023755380399753674, + "improvedBeyondNoise": true, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 4579.705992000003, + "minMsPerSample": 4509.927175000019, + "maxMsPerSample": 4727.905091000022, + "medianAttemptsPerSecond": 111.79756973359866, + "medianOwnerCpuMicrosPerAttempt": 2160.947265625, + "sqlCallsPerAttempt": 6, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 10032, + 0 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 4579.705992000003, + "eventsPerSecond": 111.79756973359866, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1083588, + "databaseCpuMillis": 1450, + "heapDeltaBytes": 43360928, + "rssBytes": 580734976, + "eventLoopUtilization": 0.20614416612919412, + "eventLoopDelayMaxMs": 11.599871, + "retainedHistoryBefore": 11024, + "retainedHistoryAfter": 11536 + }, + { + "elapsedMs": 4509.927175000019, + "eventsPerSecond": 113.52733206828286, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1119000, + "databaseCpuMillis": 1490, + "heapDeltaBytes": 24170664, + "rssBytes": 648630272, + "eventLoopUtilization": 0.21099934823181485, + "eventLoopDelayMaxMs": 12.771327, + "retainedHistoryBefore": 11536, + "retainedHistoryAfter": 12048 + }, + { + "elapsedMs": 4528.19080099999, + "eventsPerSecond": 113.06944042352008, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1110374, + "databaseCpuMillis": 1520, + "heapDeltaBytes": 23759888, + "rssBytes": 504045568, + "eventLoopUtilization": 0.20752811009645766, + "eventLoopDelayMaxMs": 11.526143, + "retainedHistoryBefore": 12048, + "retainedHistoryAfter": 12560 + }, + { + "elapsedMs": 4590.455458999961, + "eventsPerSecond": 111.53577342661771, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1091904, + "databaseCpuMillis": 1600, + "heapDeltaBytes": 21957944, + "rssBytes": 579280896, + "eventLoopUtilization": 0.20651793655296005, + "eventLoopDelayMaxMs": 12.165119, + "retainedHistoryBefore": 12560, + "retainedHistoryAfter": 13072 + }, + { + "elapsedMs": 4727.905091000022, + "eventsPerSecond": 108.29320600674417, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1106405, + "databaseCpuMillis": 1630, + "heapDeltaBytes": 43164008, + "rssBytes": 614539264, + "eventLoopUtilization": 0.2020037399749818, + "eventLoopDelayMaxMs": 12.115967, + "retainedHistoryBefore": 13072, + "retainedHistoryAfter": 13584 + } + ], + "medianBackendCpuMicrosPerAttempt": 2968.75 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 3588.6884270000155, + "minMsPerSample": 3509.038305000053, + "maxMsPerSample": 3610.154972999997, + "medianAttemptsPerSecond": 142.67050773978988, + "medianOwnerCpuMicrosPerAttempt": 1836.185546875, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 3509.038305000053, + "eventsPerSecond": 145.90892304323032, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 940127, + "databaseCpuMillis": 900, + "heapDeltaBytes": 21859792, + "rssBytes": 616386560, + "eventLoopUtilization": 0.23026132029381585, + "eventLoopDelayMaxMs": 10.903551, + "retainedHistoryBefore": 11024, + "retainedHistoryAfter": 11536 + }, + { + "elapsedMs": 3551.4873779999907, + "eventsPerSecond": 144.16494992256773, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1208646, + "databaseCpuMillis": 890, + "heapDeltaBytes": -213255608, + "rssBytes": 648630272, + "eventLoopUtilization": 0.24061827657913593, + "eventLoopDelayMaxMs": 13.885439, + "retainedHistoryBefore": 11536, + "retainedHistoryAfter": 12048 + }, + { + "elapsedMs": 3588.6884270000155, + "eventsPerSecond": 142.67050773978988, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 924635, + "databaseCpuMillis": 910, + "heapDeltaBytes": 43370080, + "rssBytes": 504176640, + "eventLoopUtilization": 0.223587560602187, + "eventLoopDelayMaxMs": 11.460607, + "retainedHistoryBefore": 12048, + "retainedHistoryAfter": 12560 + }, + { + "elapsedMs": 3610.154972999997, + "eventsPerSecond": 141.82216659096326, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 947591, + "databaseCpuMillis": 910, + "heapDeltaBytes": 18739384, + "rssBytes": 541007872, + "eventLoopUtilization": 0.22593516112587772, + "eventLoopDelayMaxMs": 11.321343, + "retainedHistoryBefore": 12560, + "retainedHistoryAfter": 13072 + }, + { + "elapsedMs": 3609.776329999964, + "eventsPerSecond": 141.83704285079764, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 938302, + "databaseCpuMillis": 920, + "heapDeltaBytes": 21847816, + "rssBytes": 650321920, + "eventLoopUtilization": 0.2241815910001061, + "eventLoopDelayMaxMs": 11.755519, + "retainedHistoryBefore": 13072, + "retainedHistoryAfter": 13584 + } + ], + "medianBackendCpuMicrosPerAttempt": 1777.34375 + } + }, + { + "history": 100000, + "scenario": "ordered", + "latencyGate": "improvement", + "medianLatencyChangePercent": -55.257897660661556, + "gate": { + "history": 100000, + "scenario": "ordered", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 5, + "requiredPairedWins": 4, + "latencyGate": "improvement", + "improvementRelative": 0.5525789766066157, + "noiseEnvelopeRelative": 0.01261232067789408, + "improvedBeyondNoise": true, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 7966.907822000037, + "minMsPerSample": 7861.0345029999735, + "maxMsPerSample": 8091.094551000046, + "medianAttemptsPerSecond": 64.26583706493368, + "medianOwnerCpuMicrosPerAttempt": 1957.810546875, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 100032 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 7861.0345029999735, + "eventsPerSecond": 65.13137676785512, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1017126, + "databaseCpuMillis": 5150, + "heapDeltaBytes": 24167160, + "rssBytes": 493514752, + "eventLoopUtilization": 0.10845624115142082, + "eventLoopDelayMaxMs": 11.075583, + "retainedHistoryBefore": 101024, + "retainedHistoryAfter": 101536 + }, + { + "elapsedMs": 7964.565665000002, + "eventsPerSecond": 64.28473585822333, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1002399, + "databaseCpuMillis": 5210.000000000015, + "heapDeltaBytes": 19197840, + "rssBytes": 546861056, + "eventLoopUtilization": 0.10892251912068208, + "eventLoopDelayMaxMs": 11.444223, + "retainedHistoryBefore": 101536, + "retainedHistoryAfter": 102048 + }, + { + "elapsedMs": 7972.131310000026, + "eventsPerSecond": 64.22372889891578, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1001144, + "databaseCpuMillis": 5230, + "heapDeltaBytes": 21279864, + "rssBytes": 581464064, + "eventLoopUtilization": 0.10822476362475879, + "eventLoopDelayMaxMs": 11.132927, + "retainedHistoryBefore": 102048, + "retainedHistoryAfter": 102560 + }, + { + "elapsedMs": 7966.907822000037, + "eventsPerSecond": 64.26583706493368, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1007683, + "databaseCpuMillis": 5250, + "heapDeltaBytes": 21488360, + "rssBytes": 686321664, + "eventLoopUtilization": 0.10793118415910868, + "eventLoopDelayMaxMs": 12.541951, + "retainedHistoryBefore": 102560, + "retainedHistoryAfter": 103072 + }, + { + "elapsedMs": 8091.094551000046, + "eventsPerSecond": 63.27944838275529, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 994177, + "databaseCpuMillis": 5320, + "heapDeltaBytes": 42565200, + "rssBytes": 718303232, + "eventLoopUtilization": 0.10638311818076697, + "eventLoopDelayMaxMs": 11.788287, + "retainedHistoryBefore": 103072, + "retainedHistoryAfter": 103584 + } + ], + "medianBackendCpuMicrosPerAttempt": 10214.84375 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 3564.5620510000153, + "minMsPerSample": 3159.185126999975, + "maxMsPerSample": 3578.252383999992, + "medianAttemptsPerSecond": 143.63615857279345, + "medianOwnerCpuMicrosPerAttempt": 1824.052734375, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 3577.3923729999806, + "eventsPerSecond": 143.12100731926137, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 933915, + "databaseCpuMillis": 900, + "heapDeltaBytes": 22087512, + "rssBytes": 493514752, + "eventLoopUtilization": 0.22738024536231222, + "eventLoopDelayMaxMs": 11.657215, + "retainedHistoryBefore": 101024, + "retainedHistoryAfter": 101536 + }, + { + "elapsedMs": 3564.5620510000153, + "eventsPerSecond": 143.63615857279345, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 921252, + "databaseCpuMillis": 890, + "heapDeltaBytes": 43232136, + "rssBytes": 508456960, + "eventLoopUtilization": 0.22695668429101876, + "eventLoopDelayMaxMs": 11.313151, + "retainedHistoryBefore": 101536, + "retainedHistoryAfter": 102048 + }, + { + "elapsedMs": 3505.9473670000443, + "eventsPerSecond": 146.037560295181, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 941710, + "databaseCpuMillis": 890, + "heapDeltaBytes": 43210936, + "rssBytes": 614756352, + "eventLoopUtilization": 0.23052166896796492, + "eventLoopDelayMaxMs": 11.313151, + "retainedHistoryBefore": 102048, + "retainedHistoryAfter": 102560 + }, + { + "elapsedMs": 3159.185126999975, + "eventsPerSecond": 162.0671088959593, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 897724, + "databaseCpuMillis": 840, + "heapDeltaBytes": 19564480, + "rssBytes": 651456512, + "eventLoopUtilization": 0.24517260716667083, + "eventLoopDelayMaxMs": 11.378687, + "retainedHistoryBefore": 102560, + "retainedHistoryAfter": 103072 + }, + { + "elapsedMs": 3578.252383999992, + "eventsPerSecond": 143.08660906351574, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 935054, + "databaseCpuMillis": 880, + "heapDeltaBytes": 19428160, + "rssBytes": 754610176, + "eventLoopUtilization": 0.2273159064151384, + "eventLoopDelayMaxMs": 11.698175, + "retainedHistoryBefore": 103072, + "retainedHistoryAfter": 103584 + } + ], + "medianBackendCpuMicrosPerAttempt": 1738.28125 + } + }, + { + "history": 100000, + "scenario": "replay", + "latencyGate": "improvement", + "medianLatencyChangePercent": -59.92613754805023, + "gate": { + "history": 100000, + "scenario": "replay", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 5, + "requiredPairedWins": 4, + "latencyGate": "improvement", + "improvementRelative": 0.5992613754805023, + "noiseEnvelopeRelative": 0.0182885616009952, + "improvedBeyondNoise": true, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 7417.332698000013, + "minMsPerSample": 7341.411260999972, + "maxMsPerSample": 7481.748485999997, + "medianAttemptsPerSecond": 69.02750905835114, + "medianOwnerCpuMicrosPerAttempt": 1696.93359375, + "sqlCallsPerAttempt": 4, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 100016 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 7341.411260999972, + "eventsPerSecond": 69.74135922883315, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 868830, + "databaseCpuMillis": 4910, + "heapDeltaBytes": 36287472, + "rssBytes": 566996992, + "eventLoopUtilization": 0.10211082867782299, + "eventLoopDelayMaxMs": 12.623871, + "retainedHistoryBefore": 100512, + "retainedHistoryAfter": 100768 + }, + { + "elapsedMs": 7466.188880000031, + "eventsPerSecond": 68.57581668895548, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 901973, + "databaseCpuMillis": 5020, + "heapDeltaBytes": 15495432, + "rssBytes": 660975616, + "eventLoopUtilization": 0.10184286117017576, + "eventLoopDelayMaxMs": 11.059199, + "retainedHistoryBefore": 100768, + "retainedHistoryAfter": 101024 + }, + { + "elapsedMs": 7481.748485999997, + "eventsPerSecond": 68.43320127080788, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 884070, + "databaseCpuMillis": 5030, + "heapDeltaBytes": 36101864, + "rssBytes": 690073600, + "eventLoopUtilization": 0.10153679608957335, + "eventLoopDelayMaxMs": 11.231231, + "retainedHistoryBefore": 101024, + "retainedHistoryAfter": 101280 + }, + { + "elapsedMs": 7415.438909999968, + "eventsPerSecond": 69.04513761276502, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 849748, + "databaseCpuMillis": 5040, + "heapDeltaBytes": 29576680, + "rssBytes": 773435392, + "eventLoopUtilization": 0.09932039595451407, + "eventLoopDelayMaxMs": 11.952127, + "retainedHistoryBefore": 101280, + "retainedHistoryAfter": 101536 + }, + { + "elapsedMs": 7417.332698000013, + "eventsPerSecond": 69.02750905835114, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 843213, + "databaseCpuMillis": 5050, + "heapDeltaBytes": 29425576, + "rssBytes": 799125504, + "eventLoopUtilization": 0.09839282250179215, + "eventLoopDelayMaxMs": 11.476991, + "retainedHistoryBefore": 101536, + "retainedHistoryAfter": 101792 + } + ], + "medianBackendCpuMicrosPerAttempt": 9824.21875 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 2972.4117030000198, + "minMsPerSample": 2961.137526000035, + "maxMsPerSample": 2993.473048999964, + "medianAttemptsPerSecond": 172.25070116742054, + "medianOwnerCpuMicrosPerAttempt": 1560.697265625, + "sqlCallsPerAttempt": 4, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 2965.7554370000144, + "eventsPerSecond": 172.63729625592777, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 800319, + "databaseCpuMillis": 660, + "heapDeltaBytes": 16064872, + "rssBytes": 599633920, + "eventLoopUtilization": 0.23318341153188263, + "eventLoopDelayMaxMs": 11.354111, + "retainedHistoryBefore": 100512, + "retainedHistoryAfter": 100768 + }, + { + "elapsedMs": 2961.137526000035, + "eventsPerSecond": 172.90652511219903, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 800083, + "databaseCpuMillis": 670, + "heapDeltaBytes": 37003496, + "rssBytes": 629125120, + "eventLoopUtilization": 0.23368902896488467, + "eventLoopDelayMaxMs": 12.607487, + "retainedHistoryBefore": 100768, + "retainedHistoryAfter": 101024 + }, + { + "elapsedMs": 2974.1170730000013, + "eventsPerSecond": 172.15193196263252, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 799077, + "databaseCpuMillis": 670, + "heapDeltaBytes": 34327120, + "rssBytes": 718385152, + "eventLoopUtilization": 0.23209331026134203, + "eventLoopDelayMaxMs": 11.493375, + "retainedHistoryBefore": 101024, + "retainedHistoryAfter": 101280 + }, + { + "elapsedMs": 2993.473048999964, + "eventsPerSecond": 171.03878726118646, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 796053, + "databaseCpuMillis": 670, + "heapDeltaBytes": 9540416, + "rssBytes": 747614208, + "eventLoopUtilization": 0.23079539033237936, + "eventLoopDelayMaxMs": 12.320767, + "retainedHistoryBefore": 101280, + "retainedHistoryAfter": 101536 + }, + { + "elapsedMs": 2972.4117030000198, + "eventsPerSecond": 172.25070116742054, + "newEvents": 256, + "duplicateEvents": 256, + "appCpuMicros": 784554, + "databaseCpuMillis": 680, + "heapDeltaBytes": 9840840, + "rssBytes": 828354560, + "eventLoopUtilization": 0.23008342642244264, + "eventLoopDelayMaxMs": 11.198463, + "retainedHistoryBefore": 101536, + "retainedHistoryAfter": 101792 + } + ], + "medianBackendCpuMicrosPerAttempt": 1308.59375 + } + }, + { + "history": 100000, + "scenario": "late-gap", + "latencyGate": "structural-only", + "medianLatencyChangePercent": -65.15117976074754, + "gate": { + "history": 100000, + "scenario": "late-gap", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 5, + "requiredPairedWins": 4, + "latencyGate": "structural-only", + "improvementRelative": 0.6515117976074755, + "noiseEnvelopeRelative": 0.36043968254199116, + "improvedBeyondNoise": true, + "noRegressionBeyondNoise": true, + "acceptancePassed": null + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 24.54399299994111, + "minMsPerSample": 22.92438400001265, + "maxMsPerSample": 25.495492000016384, + "medianAttemptsPerSecond": 40.74316677006872, + "medianOwnerCpuMicrosPerAttempt": 2208, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 100001 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 24.756151999987196, + "eventsPerSecond": 40.39399984296902, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2208, + "databaseCpuMillis": 30, + "heapDeltaBytes": 430536, + "rssBytes": 834383872, + "eventLoopUtilization": 0.08282426732450086, + "eventLoopDelayMaxMs": 10.100735, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + }, + { + "elapsedMs": 23.272873000008985, + "eventsPerSecond": 42.968480943440625, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 1831, + "databaseCpuMillis": 10, + "heapDeltaBytes": 425656, + "rssBytes": 427847680, + "eventLoopUtilization": 0.07334030794031964, + "eventLoopDelayMaxMs": 10.084351, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + }, + { + "elapsedMs": 25.495492000016384, + "eventsPerSecond": 39.22262021848244, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2572, + "databaseCpuMillis": 10, + "heapDeltaBytes": 429696, + "rssBytes": 424796160, + "eventLoopUtilization": 0.08116453684997998, + "eventLoopDelayMaxMs": 10.076159, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + }, + { + "elapsedMs": 24.54399299994111, + "eventsPerSecond": 40.74316677006872, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 4049, + "databaseCpuMillis": 20, + "heapDeltaBytes": 447136, + "rssBytes": 413315072, + "eventLoopUtilization": 0.08385441686916538, + "eventLoopDelayMaxMs": 10.092543, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + }, + { + "elapsedMs": 22.92438400001265, + "eventsPerSecond": 43.62167376010837, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 1959, + "databaseCpuMillis": 20, + "heapDeltaBytes": 431056, + "rssBytes": 413315072, + "eventLoopUtilization": 0.0797149679245784, + "eventLoopDelayMaxMs": 10.100735, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + } + ] + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 8.553292000084184, + "minMsPerSample": 8.25038499996299, + "maxMsPerSample": 8.910880999988876, + "medianAttemptsPerSecond": 116.9140489989302, + "medianOwnerCpuMicrosPerAttempt": 2577, + "sqlCallsPerAttempt": 7, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 8.36767999996664, + "eventsPerSecond": 119.50743814342646, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2577, + "databaseCpuMillis": 0, + "heapDeltaBytes": 460264, + "rssBytes": 834383872, + "eventLoopUtilization": 0.2574962080047841, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + }, + { + "elapsedMs": 8.25038499996299, + "eventsPerSecond": 121.20646491096912, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2782, + "databaseCpuMillis": 0, + "heapDeltaBytes": 473752, + "rssBytes": 427847680, + "eventLoopUtilization": 0.268726992202629, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + }, + { + "elapsedMs": 8.677777000004426, + "eventsPerSecond": 115.23688612872745, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2213, + "databaseCpuMillis": 10, + "heapDeltaBytes": 453992, + "rssBytes": 424796160, + "eventLoopUtilization": 0.23848348689708154, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + }, + { + "elapsedMs": 8.553292000084184, + "eventsPerSecond": 116.9140489989302, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 2398, + "databaseCpuMillis": 0, + "heapDeltaBytes": 477712, + "rssBytes": 413315072, + "eventLoopUtilization": 0.25951638599790944, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + }, + { + "elapsedMs": 8.910880999988876, + "eventsPerSecond": 112.222349283, + "newEvents": 1, + "duplicateEvents": 0, + "appCpuMicros": 3073, + "databaseCpuMillis": 0, + "heapDeltaBytes": 472528, + "rssBytes": 413315072, + "eventLoopUtilization": 0.25100004334985515, + "eventLoopDelayMaxMs": null, + "retainedHistoryBefore": 100000, + "retainedHistoryAfter": 100001 + } + ] + } + }, + { + "history": 100000, + "scenario": "warm-suffix", + "latencyGate": "improvement", + "medianLatencyChangePercent": -57.58982338506322, + "gate": { + "history": 100000, + "scenario": "warm-suffix", + "pairedCandidateWins": 5, + "noiseExceedingPairedWins": 5, + "requiredPairedWins": 4, + "latencyGate": "improvement", + "improvementRelative": 0.5758982338506322, + "noiseEnvelopeRelative": 0.012072360725630761, + "improvedBeyondNoise": true, + "noRegressionBeyondNoise": true, + "acceptancePassed": true + }, + "baseline": { + "sampleCount": 5, + "medianMsPerSample": 8526.662955999956, + "minMsPerSample": 8376.971770000062, + "maxMsPerSample": 8711.299480000045, + "medianAttemptsPerSecond": 60.04693778117745, + "medianOwnerCpuMicrosPerAttempt": 2204.890625, + "sqlCallsPerAttempt": 6, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1, + 100032, + 0 + ], + "boundedProjectionSql": null, + "samples": [ + { + "elapsedMs": 8376.971770000062, + "eventsPerSecond": 61.11993857178728, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1345004, + "databaseCpuMillis": 5300, + "heapDeltaBytes": -46485224, + "rssBytes": 485220352, + "eventLoopUtilization": 0.11879738316601422, + "eventLoopDelayMaxMs": 12.828671, + "retainedHistoryBefore": 101024, + "retainedHistoryAfter": 101536 + }, + { + "elapsedMs": 8502.499946999946, + "eventsPerSecond": 60.21758343916909, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1125478, + "databaseCpuMillis": 5380, + "heapDeltaBytes": 22448944, + "rssBytes": 469954560, + "eventLoopUtilization": 0.11427375863353302, + "eventLoopDelayMaxMs": 12.001279, + "retainedHistoryBefore": 101536, + "retainedHistoryAfter": 102048 + }, + { + "elapsedMs": 8526.662955999956, + "eventsPerSecond": 60.04693778117745, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1115169, + "databaseCpuMillis": 5420, + "heapDeltaBytes": 43150128, + "rssBytes": 505344000, + "eventLoopUtilization": 0.11367558863277402, + "eventLoopDelayMaxMs": 11.091967, + "retainedHistoryBefore": 102048, + "retainedHistoryAfter": 102560 + }, + { + "elapsedMs": 8603.343594999984, + "eventsPerSecond": 59.511746142227736, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1128904, + "databaseCpuMillis": 5460, + "heapDeltaBytes": 18279096, + "rssBytes": 616230912, + "eventLoopUtilization": 0.11346074559718469, + "eventLoopDelayMaxMs": 12.206079, + "retainedHistoryBefore": 102560, + "retainedHistoryAfter": 103072 + }, + { + "elapsedMs": 8711.299480000045, + "eventsPerSecond": 58.7742392711308, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1138729, + "databaseCpuMillis": 5560, + "heapDeltaBytes": 43050992, + "rssBytes": 651751424, + "eventLoopUtilization": 0.11293843233008342, + "eventLoopDelayMaxMs": 11.665407, + "retainedHistoryBefore": 103072, + "retainedHistoryAfter": 103584 + } + ], + "medianBackendCpuMicrosPerAttempt": 10585.9375 + }, + "candidate": { + "sampleCount": 5, + "medianMsPerSample": 3616.1728189999703, + "minMsPerSample": 3605.300099000102, + "maxMsPerSample": 3642.397573000053, + "medianAttemptsPerSecond": 141.5861535460549, + "medianOwnerCpuMicrosPerAttempt": 1824.88671875, + "sqlCallsPerAttempt": 5, + "transactionsPerAttempt": 1, + "diagnosticHistoryScanRows": [ + 1 + ], + "boundedProjectionSql": true, + "samples": [ + { + "elapsedMs": 3605.300099000102, + "eventsPerSecond": 142.01314341127906, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 1184837, + "databaseCpuMillis": 910, + "heapDeltaBytes": -5512160, + "rssBytes": 485220352, + "eventLoopUtilization": 0.2332936860437626, + "eventLoopDelayMaxMs": 11.583487, + "retainedHistoryBefore": 101024, + "retainedHistoryAfter": 101536 + }, + { + "elapsedMs": 3642.397573000053, + "eventsPerSecond": 140.5667530077702, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 969130, + "databaseCpuMillis": 930, + "heapDeltaBytes": 26272056, + "rssBytes": 431812608, + "eventLoopUtilization": 0.2229210270213245, + "eventLoopDelayMaxMs": 11.542527, + "retainedHistoryBefore": 101536, + "retainedHistoryAfter": 102048 + }, + { + "elapsedMs": 3616.1728189999703, + "eventsPerSecond": 141.5861535460549, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 934342, + "databaseCpuMillis": 910, + "heapDeltaBytes": 21545664, + "rssBytes": 541257728, + "eventLoopUtilization": 0.225522187954706, + "eventLoopDelayMaxMs": 10.928127, + "retainedHistoryBefore": 102048, + "retainedHistoryAfter": 102560 + }, + { + "elapsedMs": 3641.679226999986, + "eventsPerSecond": 140.594480756007, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 930754, + "databaseCpuMillis": 940, + "heapDeltaBytes": 43088120, + "rssBytes": 574550016, + "eventLoopUtilization": 0.2232457717168903, + "eventLoopDelayMaxMs": 12.386303, + "retainedHistoryBefore": 102560, + "retainedHistoryAfter": 103072 + }, + { + "elapsedMs": 3613.3354030000046, + "eventsPerSecond": 141.6973358119225, + "newEvents": 512, + "duplicateEvents": 0, + "appCpuMicros": 926831, + "databaseCpuMillis": 930, + "heapDeltaBytes": 17742536, + "rssBytes": 692514816, + "eventLoopUtilization": 0.22265824496948625, + "eventLoopDelayMaxMs": 12.247039, + "retainedHistoryBefore": 103072, + "retainedHistoryAfter": 103584 + } + ], + "medianBackendCpuMicrosPerAttempt": 1816.40625 + } + } + ], + "artifacts": [ + { + "path": "native-event-ingestion-2026-11-03/service-aa-b0.json.gz", + "decompressedSha256": "92ae98cd5bb22b4bf1b6425150b2615d280d046c3d24ca341358847eede28fe5", + "gzipSha256": "ea7e6826ce14d884b9cda222151cb5d0d014aaace26aa50347408c85217efa8b", + "rawBytes": 3171042, + "gzipBytes": 160687 + }, + { + "path": "native-event-ingestion-2026-11-03/service-b0-b1.json.gz", + "decompressedSha256": "11d7f4c5fcfbeab39d9b38224aa151a3cf6430bb103c4d45b847789e72cb2899", + "gzipSha256": "4f968a0ba573d20b4e26f8635230d0b9f677b69dfeea0b8d18deaed0c8853dd5", + "rawBytes": 3618561, + "gzipBytes": 178863 + } + ], + "verification": { + "currentSourcesReportValidationExit": 0, + "cursorRequiredCasesAllPass": true, + "correctnessAndCleanupComplete": true + }, + "limitations": [ + "Browser and batching performance gates remain pending.", + "Closed-loop service results are not production application or deployed performance.", + "Small-history late-gap timing regressed; it was preregistered as structural-only.", + "Each history label is the seeded history; raw samples record actual retained history before and after." + ] +} diff --git a/doc/benchmarks/2026-11-03-native-event-ingestion.md b/doc/benchmarks/2026-11-03-native-event-ingestion.md new file mode 100644 index 00000000000..e0555cd0fa4 --- /dev/null +++ b/doc/benchmarks/2026-11-03-native-event-ingestion.md @@ -0,0 +1,40 @@ +# Native event ingestion measurements (2026-11-03) + +Cursor service acceptance has passed. Application and batching acceptance remain in progress. These measurements use the actual append service and real PostgreSQL on a dedicated quiet host. They establish a local service improvement. + +The long-history cursor/range operations are bounded; replay still performs its required indexed event identity lookup. At 100k seeded events, the separately recorded baseline plans examine about 100,000 source entries; the candidate performs a one-row identity lookup and bounded projection work. The raw reports retain the SQL and plans. + +## Cursor comparison + +Each ordinary sample contains **512 append attempts** (16 groups of 32). Five baseline/candidate pairs alternate order; two warmups, seeding, rebuild preparation and verification are excluded. Replay attempts reuse receipts and create no new events. The table reports median wall time per 512 attempts, not individual event latency. + +| Seeded history / case | B0 ms/512 | B1 ms/512 | Change | Pairs beating noise | A/A noise | SQL calls/attempt B0 → B1 | +| --- | ---: | ---: | ---: | ---: | ---: | ---: | +| 1,000 / ordered | 3821.9 | 3602.4 | -5.74% | 0/5 | 14.603% | 5 → 5 | +| 1,000 / replay | 3115.1 | 3044.4 | -2.27% | 0/5 | 5.697% | 4 → 4 | +| 1,000 / warm-suffix | 4172.9 | 3627.0 | -13.08% | 5/5 | 2.429% | 6 → 5 | +| 10,000 / ordered | 3932.7 | 3456.0 | -12.12% | 5/5 | 3.765% | 5 → 5 | +| 10,000 / replay | 3438.1 | 2906.0 | -15.48% | 5/5 | 2.651% | 4 → 4 | +| 10,000 / warm-suffix | 4579.7 | 3588.7 | -21.64% | 5/5 | 2.376% | 6 → 5 | +| 100,000 / ordered | 7966.9 | 3564.6 | -55.26% | 5/5 | 1.261% | 5 → 5 | +| 100,000 / replay | 7417.3 | 2972.4 | -59.93% | 5/5 | 1.829% | 4 → 4 | +| 100,000 / warm-suffix | 8526.7 | 3616.2 | -57.59% | 5/5 | 1.207% | 6 → 5 | + +All six required 10k/100k cases exceed their observed per-case A/A envelope in **5/5 individual pairs** and in the median. The 1k cases pass nonregression; 1k ordered and replay gains remain inside noise. Every A/A timing case met the preregistered maximum paired difference ≤20% and median drift ≤10%; the largest median drift was 1.791%. Both full experiments completed correctness checks and cleanup. + +Transactions remain one per attempt in this cursor slice. For 100k ordered writes, median backend CPU falls from 10.215 to 1.738 ms/attempt; owner-process CPU falls from 1.958 to 1.824 ms/attempt. The backend clock has 10 ms resolution across each 512-attempt sample. Owner CPU describes the benchmark process, excluding the assembled application, Rust, Chromium and load driver. + +Late gap closure is a separately seeded **one-append structural diagnostic**. Its median wall time changes +15.15% at 1k, +10.67% at 10k and −65.15% at 100k. These values disclose a small-history tradeoff; they are excluded from the preregistered latency gate and do not demonstrate a general gap-closure speedup. + +## Reproduce and inspect + +See [experiment commands](../../scripts/native-ingestion/README.md) and the [implementation and acceptance contract](../plans/2026-11-03-native-event-ingestion.md). Exact frozen revisions, all paired samples, sample min/max spread, CPU, SQL diagnostics, history counts and gate results are in the [machine-readable summary](2026-11-03-native-event-ingestion.json). Full original reports are retained below as deterministic gzip files: + +| Original report | SHA256 of decompressed original | +| --- | --- | +| [service-aa-b0.json.gz](native-event-ingestion-2026-11-03/service-aa-b0.json.gz) | `92ae98cd5bb22b4bf1b6425150b2615d280d046c3d24ca341358847eede28fe5` | +| [service-b0-b1.json.gz](native-event-ingestion-2026-11-03/service-b0-b1.json.gz) | `11d7f4c5fcfbeab39d9b38224aa151a3cf6430bb103c4d45b847789e72cb2899` | + +Use `gzip -dc ` to inspect the complete original JSON. Its byte-for-byte SHA256 is recorded above and in the summary. No p99 is inferred from five service samples. The initial noisy calibration and failed browser qualifications remain excluded; the final report will record their failure ledger alongside the application comparisons. + +Application streaming, control responsiveness, batching, profile-only backlog/resource diagnostics, final delivery revisions and current-head CI remain pending. The live-provider functional journey has passed separately. This report makes no deployed production or 10,000-agent qualification claim. diff --git a/doc/benchmarks/native-event-ingestion-2026-11-03/service-aa-b0.json.gz b/doc/benchmarks/native-event-ingestion-2026-11-03/service-aa-b0.json.gz new file mode 100644 index 0000000000000000000000000000000000000000..a881db702f4852fdf37032674fb4d6892c153001 GIT binary patch literal 160687 zcmcG!bySpL+dYbO35-%h!vF%315%2FFob|~H$!)Wbk`u#(%s!9Dczk)hqR=i0_TDE z{e9mb=bUx^I;=Ho@vND7=3e)6-TT_t-kUlS6Y1d(`TnrYJ8rWf;peUI+u)J|wes`t z7HIq!7#u4t9}+g(gfqvRbH`|I9+MY}pUNaoka*F$?lPM&qtYAD#Sn7DA# zF_n603RJ=s1)%{dV5lG zqJH}o--+feW*walywruuB;kPz_llJ{CpR@;bG@}?jU5dAl@&eRKUN)H zf1};xny>F%6@B_w=Y5*7{!NbmZrMoXqmts&)zs3T(PB1~knU1olP!{Erc|g(c$Oi| z`!i}Lht*P1VNZv-PMn2c3q`;x_4@9(y-%S^*1Wu=CKioAL6>+;N@dQfG<`PVl068D zNrZjW#9mMX69`X`hq@E}+i|6=xGw*ilzk0bW)FF-1S+XCO5z>Yv;8L6K6xo_m;;f)C%aqpuD7%B4!v zonf_}?yBASWr?Nj70S=%lt|q+4S3_Fr8iN>hF;UH#qVJKBs*elTX09)_4Ws?HcukH z#@{m#nO-}TRfg}A_*|jtCqD5zW8)1(w{Ek#p`%BRfAt#gnw69IPUtTy0y?JqG)g69 zNE41*y#D&$_(rLfRm}U#?G|tepHwUjes7(h_WDRv65MfD!-bCCtCQuT)pXroqV86q zT}R^2X=xi}B5KV(^_%@nxZch2+0Lgjlv$lEJt42P6LOpj7Y*O%L$fX_rs1Y|Wa$Zg zEN10((b(RuPT!zs+c`RwMw2^K)p^Q2AKqa(7Y_94|6o1Q9BDlf&?QW~3lSQw9qllF z^>?nBsPot6iCaS={hRBC7MmZc?ru@;_Q4&~8*20l7B|0mPcC;qIVOkx{`mag=t;NZ zf!iE$3~GvGy_Ows>&ti-CRXj53cgdxtG@eYT~?BN^E%-herEasDG?FlcrOr3gXm; z=HJ?wNt2~;MIdUhok4CJD8sw%A*x_h@hVk<EgUx3B97IcgOwQ&8MM@l{JSg_QdWoled+F^QQ-QV9V19w`POkq1rtDlI)`$_xXWK*MBU(FcfUk3TuXZ2RcZGAzoJ-zspE&`s^ z7M7Z7 zuFRFio4W0swr#&}^2_>odNd)7SAM+hS$!rYdZIk|MVo#oYzzH4+zm7Y0HVkEq;f(w$`K`<|h;~3;RWL%Pej1qB2hbeFO?Yr%x=+&Kpe7 zoYw$BO76t`eCepGqU|xpWV)ANNY*Nc@b6)h_p2vuhml81`gUI2AO|+ zy5$r6&Ci8oG&|_-3Niax?#^6UPk79t*8Cb6?9Pga&0`~$EDy_jGuR1Web;TwmY5a_ zICb1*IdV7yEx9RvA~YtEnOmRP4br2LN$;6l?NC}pu&)%E{dV2lWl_TFR(=dV-A4|# zrcqY(BGndJMjOc9dQB@>f))~G^Aek4w40N;Wmcnw!Jl$5L!k)Ty7<_;#y>nAO@D@6}@dX_~zK$_fO*=bDegy1vqWsDWzn!>|A z)cELXnI+IbMlVss%J5uDD;e^qlax11nktH%Sed^nz6|R#DWilnT4$J>=q=YKd8tkb zdPj`tir-VFq5FPMkZzSS@dWrCFaJj%7?3aY3aWd3gVw*`_qT$k?RG+GBH_3}JR1Ts0 zd}euxCp&GOYC7&1M90({BRVBXJYtw)z_ZU=hBkrXvS|N;{we&q;|yt(4PCw=6#ol` zW-kBg)F&561Mqh8C6fh>mRk^G6VtGC8b*jK9&V%vHg>&ZAfbO)S#9etEy{eXHwuca z@|-B%ORuG}kV0;Fdb647HP(B$vMC*9tImhQ_+{}wi!Yzvzuq>(&%5o1gg3u_3 z1?Jjc%RQ0t3H{E2QlEUoZ}m;Te`w51-`Xrvt~JKe)ogdbT6Ns^dRMb{c|&qMN$-2vPEt>+sZ8iVzHs2Wpv11ISHhmBvoVZ8V(+PxxEa~UykbV`TJYqaz0Z1 zU#stExt&ky?7=LN?-}FuWdkPg*5%P&P2@jugjxv#X9R>%sK)^jnTE zv!$1ZR|T5zE2)(Ywbau71l#uM1k41O8}oZ(b|U;C4sVIxe0wcJCeiq8FK0=g_xNvb zmP=ol)n;VIXki>r94O?olbL!`wIBV^_PL(BL36zj`DgRI-Oks1N94ZU+w=JpiS}GX z>D4ZSZ}ayb9?e>f!g|4@A$D_ju?>a!HKXl$9UK*WqsLvp@vVgIs4v&Pxe-Zs6q4V0 zPaj^%;A>VkysYS2oWy!XgEhCzf6Zy>$4!$)wKG zQt^A{PL&p3R3e`t+G|hbw1Yw!SQd5mgQb(GVpZwCrHMp(p>5PILFMk9L|ZR4r2_`>JvH z=q0i29nL?Jo63!j9^Y5@ul~)S>627~PK8fpz#IvuT40VuFPE0t%9BA`pUoq3>Vn$* zpa5jGq=cfdOM=rWqWtFgK2L>uN0BRo+au^XyKO7X*CJqNmsu$Z4Zn)rByD;tXXU!4 zF}Xv-`rGW+2%O%QjCzmZ>`T>ozQ}`*v!^%T%x{W6aNL3aZWUmCzyEm3d_U)kdr!d- z0Qu|K+?0IIa9%LJD=c+f`a|`;{-Eu{b}3A}qbMc7ThGcV^b$-Ip~MYoH_>dj6hedk`g_xJPksZlGiLLC;)ar`}_rTF=JXW!pl#TqV@L^IOWV#Rl&S&uIFd!qE;V*Hd2$8Q648iAK=D*=T~kuNzp{x;-k| z^M2%LSrwbO9~w_jRxUlC-vVXQqsgSZR8bw9XB}O4)56`p@SI7 z_ci@EqcannqlfdvPD;Tb9V$G?;3!%0C=n7ee*}y%43^aqF<<{gK?8Lyv(7(4LL;Y= z)*XzBQ#U87hBm-rOU^B^UaTgefE-BV5)Q##NE5?jof4#O&;UoJ;giL@5m{v;M73hd zjZv-ud${7*z#zcwNut)8%uyv3q&QD_zd9eU48gZVpc_FSxu6@?va8GNpA%b*@AViV z$p|>~>^%eI%iuuWAf{^!Xao)qfam!#xhWFYpmLPin@1|}Grv@f`}MOPVie9>B+FJ_ z+QyR4EFr3JzKbn`pIwvt8MN)HDcC6m{D#hel&oB~#8Lx2k2C$?AROK!0U6)f8G_Tt z#q7m`Ua^A}jho)Gxxsrj&dIr;;5|7Q{Z~?Owbr1nEoorT!)js&2jBx?LvZ*KT-+rF zlrT7eIvBQJxsk$D6|7WWsAWY+kzIYWmRW@@PGmt8#8&S&rM4nANMflT#6QcR<8O#K zB@5_@AJ?>a!3`Fmh8l_VGrY4IlgtOMj#6TF9evCme#3bXGwMC;r~ABFj4PI4J#Q8i z430)DkPLHArF}?yRvPne;9=3SFvfQrJBn3w7f+msPg&t}O=#Q1Zu zjTuxc?4JM>;9f;Z4!$oISUNDLmlLsPVZw~f*XJ&mD}%vBAQ|DoH!4sLRun4?nk0+o zOh%-+@{Mv!hMW9nF=13mh@T)vv^jMVKzG4|k6ZW|l>YFb z!j9=6f^jiev7jINy*6y9L`3MSMM(4!WZBMCGE9irgpxd%p%qIR-_OXD_}Kh2nRB8g zHOrt^khy0I&e#OYEI@(Yd?@#T(%iYMur zbwODP_FZGiq84*yV5rO-9Q&Du3PVnk-&%Z;=#0xc%JsAB0IsnD2d!?~@Qxu*i!r8q z77gMOXP&4jEi+EXDI!RUzT;AJ4+__S0exT$H!{RkhtsHEqdUKBqI?r2FU{BG4QI|8 zT2~ldlnt^+Vf@&`$8cecC@^c_JfcGya1aZ?B__<;m&nb8Hl0<&6&PBsf)l$9KnTaa zkd_%W!(Ma*rzsLMK{bn2WnR6Dfd#d3uT-2i{ZYQdPsh7iCpt(`uyrVU9<5!zz)=Lq zq<$qm@QI8WXKdF1*dN5lPU>JxA)AY)v=q3`S*TA5LNt-cLIY%ui0?>~)DiH9&pCI7 z4I99h40>GrK}lT$s9j+Pl^fZ_a2$hSRG2Xhl%Qlyg6(~!j(@_$7%EMJI&iBPBEsMa z)pZ;OiR?ZNE~7d*jA<#GvzRus`h-3ii|H$CR|PO4?HS^yX`7E$M&Re#N>ffpn1OhN zVi#s~)+aTo-U1HI4s&!O6DX7nOnYvGG0jAmgqP7sA*HCt{RlyEq7dE0x4AJ`*&t@Y z3C!OgVUW0YkaW>CDx&!zb#rf89POc;FlkQB3|-BoFy;yO&v0oP^S!`Ip)U%g7W5xW zajZr#Ar0!EhF*767pN-hB5rRz6= zIHCr}C&tSyOHFR^KsK{Mw*h8Xf&}Qw#JbGT|0(a}$MQa;gFqk4dr`l4&|H@|zeq<_ z4c&_g`#{1F5%bBI*W{@*M_$E-Jef2RzJB`iSOuJSucBgak>X{X*yS@_*G14F)Qep_ zB7J!?t#eF623vKl79yq2cp-6L+@|52j`9YmeE?_&?AEGjrS70k4B*20P#_#lsUd;% zsl3d6KNP|Ld4TXvOgJahh7(!W02NA_Ohf8_$8tOrA+Gs8UXLIik1|oqgVi~zTTt7* z1Vu@;xA;~pf+mWM1=^*dNV?rG#f_}=I{A|g0|1SPDTI`GKpk8hdFP0yP_A?68>g(< zd#!^r*A!XUSU6&>3I2fBXcS)>vBSwY<6X z1YkDmpwzv>F&!!!OLj3~_L^s)#0Q%E-`G-W64@%MGxb*$$R#|>&~`a6CL(T$b_vvH z75feQM@T4Brx+t-*BM?pTOlV}G$FzWDb(c_8`DaMRz)b==?;O686ng}V8u-UvjfB| z_nwt(xhk*7a#Mk;FC494P3N+y{s{{uOR}(sM+b+(#er(Gf#$S4B6k2>9Kc8j&ulQe zglMa-F9L{Wf@0p(@2L#)MDQ*lO!S)Hl4 zxqr=%RodWTO_)3mENBjC4-<{eDG@l`V_1lZCW9c@090%&e|kSEXLsJ-gma1<(Udd{ zHImX!#>;X~GE=?7jT+N{?m{s**7z8@wpZX0p?wpu{FSH1CfF-EzH*xmcPQc>Tc8( zrA(H1AjlumXBZ?A$p|kMxOnt?*ahi(7$N@paxePUnO+L0E6lU2jpq&Gy_)LFgx^#D z2M)#_)+Fxc4@!T8gX78#4e~vf3!0#pCc5TOJ))mNXfKP(QtOO@MQdpGwL~>#zzF*fBwucO142;1F08Q)nzNDhL zA;8u|wTHWGe`OkkymzfKA&MwrVc}(5liQ1*!CVO!Yci0rDhh9OPxVa+8@lt+Etm&PNk2_B6N27gF0JjO<|NtkqetbnU2IRt#cw$3C#oUI^rcH z%hI`n1P#flY2vAFQ*id!<^kuXuu&cOl1`7S11Pn50JS;nsB(k!Jj8>=(m1NvJ)SHt zUu$vbuNXSRD{Vr>R4pxrDv=ja%pSPf?}+N&3HMd=z$fx1Q|jrc-#Y>IgINYDKB-3= zFxbk&fzc}sJsZH5d^p|@9xq41Y~Ux^xFY1rXZPo7DbqWohUu<*__5p%%*XL9 zJkM!$cO6(oHFmhum8;ldy3CHU1%OP~jt1fZP-dsN88RrzpbouLOtF0o`^(JcfuJVL zFg*6|wv6V1ttKhAjc8jUjw*#3Bx)54_^O6NT5rOX2!Q+7vK|K&4MiQfEFPFF5J? z(IAdNv$0}0KbC~U+0FDR;}8>(HU)~Y6Gj2r8{&GbxiJVBlH{*XmkT5z2VBUS?731Cnlu)o6~CL-3IB1~z+ zp(+`Hkc1I_{hk6k2%8f4iRv->AC`iF0NMe-2`12BG>;|zvvQ+m!lYOnO>CG<*Tlrc zi{P2}S|#CqMLZUfaKgYjwZDsrbZNH|TKgHK3=DF(5@cg)P}*wa*{w6}@e3qIV7e-> z2gbw&fO5G;6`ag=E=mEAAR_H@=)(N8_J=TZn~k(OM>3!s7xpm_6wBdmP$?l*$X=?P zUYzCfaF~&52k_ zh*FSBN+{5dWYmyx#7I6OzGG-%t1u5sMYqiXx3L%un`_WzhnK|zn{s79W`Wy)!u6c5 z;*nc|V;*TYr0MOZvtVVKHV&{&Qn16w7?43~*7H>*@&D;`VUKtz4p5bZM{EK}cRp?~ zP7eL^yl7?#6~&kOqRe$w!KH8Zm(HWo8w)1nXM&&4{VZXz#ONq$$knd!v(b+7#x~ zOb=Q5^>ZliRzaNQfy)8y7MC>pkzW?!AQaFc&ru;W`n@=iSE7biKzT*vFddMU^-Q%) z9ZV5ElhFk?=-|DYtN+!2sg^Y@UQ+_o|Kc%R!u^&7`s(jJNboqNJiMmZDSjSzU>Y zNji8FP6myIlU40~P1r%GA*5>526TPE3AL3O{DYXWQj*5+14bmEBmxk2qrPoA)1Y#j zrDG*l>2R1SJCusVfg{OS+-ZF-^wfUL6u?QT9lGgtI!31$3n$QYuY~Ll-SaKFf{qB1 zskmyF>|h1|D3C_vtB90=CI$bBeU_?k96C>e+;35XbinrPQ#Z4Dd%w$Y4LIAPnN76%B5mTk13R z)WjMHSGrb+s@6lLZ!E^blinYZ7>kJPG1=P7dshfwk#-Ve?@nPv$QMp!)df7@-xi`N zj65l_2~>c(5Y+;|qp2hT<3|E4fYT^pVySMo1Z$-5@?n<%cnlkU>?SS_prprc0uXQw zb=C%{5*powAp?RE!t4qbW&ZMassVgx!bI^euanj!RI@6r@>M?L_46|a(mUEumVp(Z zW_m&p)*SySF!NYVzN1|czq5t&6w1iZS=ndwsH$9ePQ&>_bD zAZEQ^ReEL#suqwaqW?K*Qc3CK25>P0R0#~ybv@u;M}s_W)bF_)cx5h1^A#*YsFG8n zPno>(Z46@2FN)sFxe(zd5_IM=vFtJtvR2o0N<+a};p} z>(l!V$B?L9{&4)f*##J}SilHy-0<=prjF)lt=JqRV&Y;!fdBspVfF#l+ zL?>pE62Ei>rE=WV=fMGUxOn?_Q?hq+VOJ9-qHB(4vk$9J#sm95E-5P#0g%+^^pFYt z-mdtiL9w4Djzu_{M67G77HP3hObGtvGRrXxBxr!*sTh1&D8GoIZ%b-&i_s|UqlEP% znL!<4K=ssC$YEHPlYfm^SNF_tcBs9Wk50XJ$bCMJe#quYQ8DT2O-}Wjxv{ub^8V)M z^Y%XnSNjzw*UQ4?C7hAG!o2s<)vlC6D=VQ47R|WBi)O-qT)uw28kSpdIyFmeoZmil z^4*NwcAEF8-6nDM`&RAo)oO*S znC@JgSvn#cdkQOWoqo;!jqIH!xwoxeVHdkUxc8(C3_sYdyx%O@YP7Fh`Jlg4xpY+D zX7xjFrFCjGq%<{y$b$XId$aPj&GPh4mh#b!K-9msC4Im8Og0)mjg11GEmCKMR0h&V_(*Yf6&hDCkFB+M+qItx3s@}+nEJ?JT9HrQOc)9iT4R! z&c-j!+Frd_{rM|U>a_WzPlL|&=r5zdL*v4zyj?v5;nxBqYHy7>OgdtttpSrnNPBwK z6|XK+T5pIi``;(e4MF1OYq;Vm&4&IT#M0gN^andTlG)14=bskj=Tb^%@vXfh8f!T! zN`FnW3SC>I+YQ~{y%_(N50hJ64BuVprdCfKUB)oU@RUz_?eAmqF}3a8kD=^}ZKU6h zVUYq8qZB_a@$C6Ro6}ZocRl87=WpwlCcfQM90cNBy$k)5Q=qf_)z<9dcj`&^^4of! zH9hfYy5IkX&+p8OqCF1H{-{`1mV!!r_d<_Nr50!Sf9mHHE(>&Ceg{QQ3uL~=zX>sk z)|FrFbM^>)vW>1;VEnb4D`Q>c#J(t$zxzGKIy2q{@dpot8TQ@3t>3I%e1;XHja>yNZNi~T#uD=EmvF5Q7h>$%ae=^WkfGB7i*|*MiK|{PIb&0(CxRP z-9ip5Y|{=;m0uk)_6uQOH5dezEv&~`d6q9?na+<$zG=M*!}UFrCVzoTnKSE)p)B~qw!Tw$LUpO&a?it zU)fAvOz6}bi)RSS48^0XApP^_LO0c8$KKbc-y+9|jWXCq zYJ-JLar8|>oj->5pj;k)ihbV&`3^F5yKtmnZY@2mINL}BT%Xwa23aSYNG{_F8~tV%b|G^F&*f6#chuDVqVl=%&Q|AZkx6qY9It%vdc}Bve5A^8EGi@GASEGT0 zZLlWKYy-hY>-WL4Z{Fs>Go^)Chbiz@Fs2>ePWl`yC2L&!1*5+EvM$+fpM_;F->{o! zxN}e3VBygfSLr)o6eP-im^F*x(KtAK!aK-)BS0m1D|;8F$&xqwE_AwM|Id#6HV6Nw zV&c)BGjE3|$kDh!h$U-o`|oac_Yt?YQ@O44g^~7`*De}-gKd=pBe&Wkn{NNf zd(yLYq>2jd)YJz-DK-ANpBzaXuKb_Wz|doAAl^$C)9UD0M2s_C;{To*&>W4P4OxO5 z@dQwc^Bwbcj?_OnSPBG*#vQC8ak*s;)D^yh81{E5{nZw6+HI2hyOAd@Dak{dp^bD@ zu7E=}h5E7?Wtq{ulq#_5MQRq)orR}D%0(+VL}07A)oh zDW9qUy*vDeVUp4}5EM?dI7i1H2*X!~*Gvo%kP{1Vaw<`LuNUiS`1u9hoR>-PmB>?P z3^hifPjdzuBt7psC9J*;QYiZ7$~u~j(JdGX`tj~{5Xs}!zSD6F2CM^<=!qvj_^oTG z+np0B=>x5O!`-qjWKfU5$vI@P2KszDg2p%@Y$ z$5tq&M6fQi?CDbMWlk# zjL_k^r_N{tC^HQxQT(u{ggBsvO`SwjKI^cN7^#T-1=goAbiKJ=HgIev#5c$vzw{iL zlWt3HsR-O(G*)~fAe6tI1XVYdmm(3y=r>a`FO;1t38zG6jPj)3O5=YcB%@6A7uOnD zH>^*6-datMJy&AbfGNQEK^Mt3jBib(kGB6^`5_Cxr9l?OB9F{QBbO}x!WYJ={y+-S z9efH;YN^S*21#dRd}vti@D{l=J`kaq={nA#llaC1ex4O^a>OK5rS+5Y#BlcwV!oP4 zPR_t4$RE$Y$JSu@)(zLvFw@%PW1Ku5H*9QB7tW~=lkWH9*HjIf03*wkE1&q*Z?3Yt z5OcFhn|X)o56_eh>|%KqzZjzrIC!Oex1>14$BER4T@98n($Em6h|J$X5kfuj9Df(( zX8nTHr?sW6;$MsAkZYk&?TIm(*{n_LwR=Mods3t7!bruptNz(Pt^dgiY+fieFInHa zT!oa9sNaTO;`<2T%+H$cSlvZ+d`d_kZ(kTA*7;bUezU0hD|OkWDI!uw?eZ|hH=~zq z)aSx$ulF`idsFaulvkz0F3IdoihJ{qpwan*+54~BacAb`B07~m+P2Ni!{gpJj6iB& z$&Pn)Dj;+>O8@J6fBBr( zV-N4*&dB$n`7L!08(2~wP4+=}{yw(smOb2A=W}6c1sQtcSnL6+5pad1Codg})3B4! zEWU1ml7D$|Y-U@Z8B%IBooD^7*uDt7j7euTj93iM5c;B>b~N{=a0{JZ>}&j)(pn?U zTZw-vjs!nv^jlh5lMqi2B_`AgL>ng-KxNT}YUjkAU(tRgHK6@s&UeY7Q?_WSt0>|~ zP&=ENozgpVuY_4ql4awot$lJ#$SV;Cv*)8XoaeA`v{jx$<-f;|p*oiQwAtk#UbcT# z38W!g|NpVAStGnk|6hFTfB(m~4*&o1t#x`6d}hs-ca~nWONV_(_1#1q>8Hd_I_I$v zueW$PZO^aj_Ti`6Z5mT~lM7pCwkY2$oUR_}85!%fdzq1GaICufln?I=e{?uXItpAI z<)yy8@W20exv`t+OT|U@n&n~WdqpU!P8C$)7s!LLhCLI)!la{E<55zLNiZa0Et|(& zUY(B_ToE&bZN=ATA2mwXu=&d5HRe*-w|b|=+w1H;>TgCv{Lg7W?1>#?mbhYUPuG9wa<-y~=r z#e|<5be|svWy}k82Udnu++wU!vCq@_m_vyPbt|b*y5}H;tmya1Sg1tS;$JIpwe*{& z4vYxdpQ(ozsM6}T;sLS^6KS||fn(!Qr$x=@2XT6!mfY;W)*>pPBD#MSOKFlcK`I`B z=Lv%yIK*K+X&Zl(z8@tiJn9X=*oXU|iUCSXRV2dTaqL^r@69iWo*unQ>5s}xPh zFSpVp;WEY|e|nUUrNCr1T#_he{PazPYEcPUHzr&>psOx7Gp`=dKgI6uUtNw2~xL4?_qgQnzf-~Vv7$l6yS+M z4a5Nt!G<%ZrSm~03orl-j?(}YG>t^49|2XDJLI~ZESMclgr1%#MJop{1I15iW(gh4 zO-Pu3$5+<7o`8@>^6Xt!v&#@{hDn<yaWz15@cV$NUsMqF0MXqOL;j$9jN0LP&6Qm*BP zbG`tahKCaKdvG!U1K}7MBKWAT0+#e7hNwnN5i5~WX^vVBJB4Oh8B;KJjo-63szq4@ zeLW@&)?GoRMc7kCTp?CjCW2f-RG-WN)i9SH0?pu9mQU6i5P-=KNn{AczxnTz8fgMt z=_&(y_Enj=55GBm!H5fVh)lc2Cy?2Of04~UBTPVUdC*s&U{0gQ?cvfj=m9Q8IgS35 zx`!)hieo$xWj3P_-5$>2or+iCC&JH+ZnZ>QIS~2e%Vt|E4&_wUlvr^M8G^Nb@}iiP z0ot*d3v1NMXajR`6d-BDOT%~qWTj#86M*y!cu|;uDApB5NlRWchg!Z{`%n38qNzBi zkscmGs*uZsK+-Me@btfePbdmXJBaQ{@A z`yl2T`+PaXO!mKmxC7wW@dX?hyQSdqDAEHe%4sKNo6eakVUcKo@g>uPQUxVW#wB(D zN6L~%HnFpA0GBkx4!5cl*?8FvHH0~)#@j4ZdB{Op0ux0gQy8>)`Af9IuidFyk@vgj zvWw~hj&&H{VOYsLE7H*<=+U_>Pp)@PLyyND`9%kA5hXlrXLX7t;}s_+L-M z45>-7mn+_dA-*)CTg`;?NmyEA9~oH8uiJnvM(0gpUq2-eRT)+=jOJGj>jkM!kO)~i z9&68|hG_0nWW!w<+aPehZ-IZnQ0zP`VZ@YKE!9V779_FNq#^#PD!Pw(rhNCgPLvnj zsJl+jSA!kZVLjGr?{Lijk?X=n9!)z}e^BzHFn(CM(Xdsmq-bSjsar&|ub{n+OLjzI z{=sDQOfRs=KZtn|5l<7LAjY)6L@G2C!z0B@>0%c4E)u93rmireXVxiPsyAgT%9*n- zrH1R?NE)t40)Y&H|EOY2#pDL`WXgF~E=l5=5Rj5~?aHgk#q&6_oB6sunhyWHkxpb>-LLZ*4Oa>nnAMs_g68 zS!20O;~5~Np%xZ_w(@Ns^+GQLpy3e$g}QoB$0b}ykzyV$gvsUMC;_JDqo0u-&1gz& zasEb#`Z3(oF9tEAskfZ3DgApjK%cwKpGTsA8G zA1hk$|H+DG?d+xGfrTlN5azK)P7R68x917oX-6Q72n^TAFMKi{Ui*61m4pq`Tt7*h zu$V;Jribj-CBeuorg%MV!plGg!)nk|m^U)g@(}f2Cos9;ZeaC_)VdE`(7gC}|Y7u(* z31RQlxbq`YXM-EBXEUX^Py?1_(cq&zkn z+K2EEkRkXX0ds!rt}PuAkxg!W3rev}WiQm@;o{q!xjEfu1_?u1qGUKKSS1l(3RHXG zXf6sF*aGNaE~X`V2nE&IHGf-=U;vf@LNDNDgr*ct zh=NZh==`1p2F-mY2|t3eU7AhmGQ$a*|3*x3Mj&Bbn%AjH`&H=1ny!1{i<|DJ} z7A(o^w_?T*Mpd@biU21gq6st?Nq}FZn?it;F#gbKvplNPdFDtDTz9AVlYxlOV@hlw z4A{OUcn=VZOL~mO0bYh4(;h&Km?vkgE9!6(szh5-h7_dOtZB=Ngu;|&5C0r!snGg$ zBj*J_)Y51c?;fFIoZD2|b1;_(_EP)qmnjoYM zdye)ckqi@}V9E(4BURk*B}QZ^kWDx9(AniZW-PG$W7uD3b`1n|0wy#kU_y5dY;{VR zVFG~d&7h0cX;dolq>mUnQv!EdcLol&+M2fV_I_5msj&%#WkpD3)VZ1(Pq+K1pjni3 z;S|k20FY*oC=rqA0#e#3aiHb_kI*sESuhb+>cuJtBv!;>TTO8BPktmBtg_*UNFGrCoa{gxOd;RkzEq1x?9h)J430vWp9Z8_1aaByF!C6j zRrCD6!Zu1g%{xvLqPns{e%v)gv5uyUGNxwBPn z2XaF0@U87B1V3%LOrf_${{P0UfVAfl9JO@-^Kpv;ZdG+;RQa{%*P`sla46F*wyfyv z2*pf-Sy>c`r%-K%1y!uYhLGx?cE!%w#`8eRRE~IcpNRnX7sv;5QK&Xd+aNOo%ZZKo zvY}SUY{_tz@?alEAc_F{kPHHWGFuK}3QKSO;Mt4;&G{x@l%@|d(J zi9{4VHZ~PsqUh^)B1P#*TVMU@P>s1z?W~MHM-ksUgyl~Tm5K$FTfSqNAtKblfEphb zgv-pD3e)7GKJGz~-Qo_aDz-B^&x*1Q`q+QQqPM6d*&`AKqY_1tkqVC<>w^WYJfAIQbWTtkT9uH~ z0u{wBf8#-bX|2FQ!-BwTU~%c)IR1)ch$>tGEHRJprOMDU_ z{p5(B?3_8=4}r8vAl8%!f6ppIZQVoF@(fv&R3)Lf9*17)FAdLtp9|%FNl`o->yVZ@ z>ybe;RmD05u7%}p^(&3I#;G*rSP(I9_z?@-RWmstal^J_qGF>p1JjsbDiG=o(iw@S+7=bq~`~z0VE2RJ!H@(l-`Q^E$iDfrKP* zlFFs>+bHFS0hhcE-ox~?p;w`s`LRHNqvomuHHuc3G65;OVuxz&Qb2NJK+i6W;6Xx3 z^xMN}GRI#QR@F%Ky=CW6GYAukvp zW1@7Bnff5s$Aqvf>^soqqBxne@})d2K0h^lOw3|&08oXse8%>Etm%Ko$ezbBaswD6 zfm~>SK@X6VQzcam$zc&nkwGnHv8!LhCwM8LVQy7cgsn=pm**B7*Qda#WLei0!SyMB zU2(}aj=efL7NBR-{%tbTwu50%00S+e^Bv@$)uU9WdA%}@aq6aH0thz~%-##V*~a2! z)W^5qfE>ncbC{<9`^H3xYwt^z!t-pNNA?D0pEB9yCP^kB5uNOkXqpH9r6AeEee%1A zKX!U z(mw&(9U7^D@>86Q>~lO&RPm9dbjhC%>VKXEJYYdMVgSGb3PZG{+3tc1ExZgjZ-6;5 zLJah5Up{3{<_)qG8|t5WBu>r)VUO@64y4k7&<2nK2Y5FSOZ!{%470$ohIgxuo;6rq zLYENDvP@<(f0n+=c}3-44~?_#X=ug_DV*MP%{nQ^(qUs73I*RRs39;3kMfvPyjVuV zKjeen;JzQEN_Y-LJJ2D!s4xQ^PGsY<1h|cCUToRuqIy3Hq(~1FG0;p%!BtP5lUJMf zzk#`dhiL#6h!sALm&m~AB%`2F>vE=*kX=%K7A7zHOa51XEDE3IZ0u*as)lMp`$R!m zq!_b8_fJqKrr!ihaA?J*$~tgRaAB-i^BM8T2BEIEl~-?mZkX;>Qa9dhGQP+-n%8#a z*U3Hl!~5n~$yV7c^zMA}h1cc$(X8(3X``=}sv)tQkM$k3@sXh5*EW2dDMxT(?YPgy zfxE|1Qfk%i#yGECD7&8?e_awof08+pVp;6+sA^hlRoOJ zHV@XOXT5P5_2nozN_D48{4xK@(Q`QZyXxt3uc~>T>Y=wQ%cR=n*yYaNL1wW{%YJm} z?5J|mt!;HU$JdX?Q61}4Wv0FcivNxrRek0uu&*xaeev2q`c}LD*;r+pTbB6gd+S?i z%<6Fa@6uN%;UDqw?BBije^p!C8r;g4hdtH*EZe(G*V2vVx7q!3DYWriqHrz|5-yDC zQ2&clbybVDWy*S+7`Qf?+AGKUXZDDEeB=^idg@FfN)ms#{3Hz5b!_S0lqNud8-r-M?9MT<7~1`LrfFoi{ea z)BpBxi&Ogs(H4Iz^R^~gX!z1v&Uaa0!iUj=c{S+l^>O%t#@0rhL~mf2?;f}L-=q)1 zZEdMz1xkD%6ClE}2)x+M6o6Kh$2V6}q%D-~Y{ggP%n9%G>Nkh9{1%jt#FJ zb-c&1fbKEspM*V|D?FE%p)H9h--l`0cSQJ{vPuOye^Bf=er!$O)g9OSJ#G08|K6z# zUvL4Raz8S~(dN7*eR9>V9mnqP%pZSGkWj?;bB^)9x!G@bsx$YLi`yz-MR)nsEvd97 z%9~lf;Tg8ONb^pTZ{&Bqj^AvNCknX=c#}_WKShrxhbMnJ#qM_xL23JzO|^l^;Sf~F zKcW3*n=6C)`aEv+{zyGE{=0fftN8q^aK{pc?PmO6ANS>AOuE3Y(ZpL%kN>_N>v27c zi?o}MoUi=Wf)#i-=h1uOi@j~b{maXj+rHzYyv}_h$-AB2&ztNaZ%)G5UN^QeHqeh8 znR9Ea6?Z9Xo370y-VPKt$XYKEJ>nx`fU6|}{_}4cvzfV7Gd4nq=^jBo{u+LJdPl7!fS35>7 zG6JGKKaNvywV9!RI2nv~`FQdznp)4fh2Y%TFoXS&OZS@Pb>8%Ada5Ebw|E_Fs`XEt zt+`2?Qj5AKZVBp*UoZ9(zc!hqL~0|b92{`EEr=Us>8dBvUy-J_-#ABdw(F=y{yA!t zV``SHX>Y+gVC;*Uzc>4R^;5ZWiQhVPtn)}f()wdTbz%q-MdJ+J_#`#kD-5YI&OI=l zXy}Jwlr(cK&l!o`!lnELPtN<{FWRqNwFf#y|4baw6s9JV^C!6cy9>i7iq2#d9K!nR z*xjzL1-#@r|4HQPQfqSlyTI-aOr*TJp!(eg(?R3XVxc*Y3HrZyd+VUMzV6*KSb*TJ z!Gne1t|34}aCZyt?$Ee~#@!u)ySuvwZ7jIE>vX>Fd*7M)-8(aPs&3ssx@tjnowLv0 z`|Pv(`Ku_4V%=$gHTJ{t&5^U)3#`k% z$tWjJn>P{D?h|807V|I|E}WC-ad%>!p~5EdkI0#DjD?MLr3|fC4$)|#U=qX0G=DO? z%M=N=`HFZ4JlrL9eC=xBOeA(^i*Cou&Skm!#bUs5kfP|LZ7GLPsYi(_B@@iO8)r{w zb8I_T&##BLR@GBYB^r;jKprzvWaKq?%BT1xjfIK69(V>S{2pYX%ODsTU&k5&8Wgs- z#wwXnq)e|D5nM`Shad3efW>7MR-yrpOt#a!eo0|iU zv`WAUkvXw+qt~~eh+`eLbrt(a8+sEPzhITLZtS~kF^ga54{df)zk$28|V2$&N zVt6yu7vxT9Wz@3?=z?!qt1DjKj!*w_%AnHVa}C{|T1i=KTfFC9^TzL3=aRouoXV?W z-g8B*5m=TGN~X5fxDU`gYKHATp{kj%@Yo<{s_2cf*4k?Ibd#SEbM~y&j$g5q)80C( z;|&I4BF^Xxc(gxFXc&$rux#ZjXWb_75VMWvA2Bul#kY zq|a8Q-C}_A(msMj`%&ZLpp;j^^sSmFXi*8`so{V39eSymq7>GCijIoc+2Q*;T-aku z#7B+qU#k?V^gF4{3hI=iIA?@DA(Bz$h;~#%Y7OrFGlJ?DN$ke%jKpi!u1^MUJDEg-`jj}jHkzyM5Z(2=LvaQ zd}mJ7tJyciIKILa)-2zTLE@3bj9$;3wu;0?hnEoufK5gkj8wVBfjiyE%+)_dVOv8Z zf4wzZls|osEC)NiJocp@A(sWagz_igPjp0BuhZJJPI)_#SS{QS75n%JsS_MP?H}0R zUbe5KgXA!|X6bpghl^yq!F{xKH7x?9*q-W=JY4=VpQ@6kFweJz>wfTfU=KST!rz=H z6F(n`yS5UEYDq=5m+YUhl*cK?)E+~R_a3yo9Ck-82^cw%G6yFzY@-f;iw)Fe#Dc5A zCIhQ&ldm3#(EJ!+jbAZDhkFZ~`d-6WYh3lBQ}~XmA$Fz)&ny1PqH|IiKVUzKI(W?% zGm9C~b8ImT77FeN%*|4_ZO?%Q%>0?*Mx1lJbq*OAvSAYdU9ZdBuaM&5TO{ZxK*6J% z|2~cOveK3XiC{L_=oUgW4O(VCEXmc)&%7*ghNS7a&pF3&7g*JEFbh7SK~~85_59zU zf3}rmvD*#(DT^VMp?y)tu3KO{Cj+gP8|Ul_=8D_6KFfF0-kcN9*!1c@2F`5PRmla< zjQE3X_xbo?(S~@m^`H7PXXS+y&>iuL*oDk!$Gi8Bj^<2SX}RtK4rFClD*~TZn3Bxh zJkFvg|1r_1W&Lx(zTfKa+M`q7c)yzLwl22L$Q|pmx}`krSp>e6SH()nIOr9(%w^ns z9yQ&$YYZQ!5Zo2A>3uvoby7wRL1sV28bSbT+@k%^06v+tw*X&uujc0F48Yi&&)RuT zNcBO}y{O~uU|2r9fmmi4j{MjFP5mV-f@$nI*eKJmOfx@|0#{W-uowGdC@wxKy~|vc z$ycQ9bn)_IVuSAu?a*`CxaXc*G2gDVZ+Dy^W)mwCimA&IlDr)GaQ@bCbL7O7*FRla$g?nJ{@JQ%uq3n4+io-aw_=x41V-V3^$i@*J-Kr*nqRL5eDhJa zJA`uK02m5<4Rx|8HDUwRTDB;;2BW`1mMBQHmyBc*n8nRlHH;~CcZGiOMYegDz+oc_ z^HrG$vj#l+iYrTsl=}3PsLw)|it}16Yn_WUAQ9u$r=^fL&`c`-bdL2N}kk zo@?73)bG$BviJwHWRfbZKGm?VM4qBAJm|X@4wmvOU$c&>lIQcK{(MET@O$4clGJb^ zI%vjP{V_)sQ=M=w8kcqhcd>yM4B(QEt8XBSquk^q#=@uj`L)#^As@b&byTqMb<3}a zaCatNUu^9l%YM+wKXxiriB16p>9c|8EMXou9`hKv-DK^FRAgu*OOaK`P~pDjkuc*I z1Jk~Si^OAQl}OfP<&@}1bV`l|-U-YCt!CkdQ0M7}>0&l!TIL@2Yv`JcMObd?2Fn(< zU{`A^)8EWu^4U5DPyz1|=qs?}rrsOjUO>`va7+(owu9_?`3ceJl!?-Q0)^)~1oc0U z^wwQ#7e!6MBtoYd7#RzrI3f_^)ng#qo8`a1fim}1b;*E368{Bt)Mew(@ya|^a1m}b z==vdns1V-DSL{i!9(EmI#M&W-*h8xdv+}B1(ZOIBjJJlJpGZF|HlBWrrI! z*}xy{-+{5lTEs_DG)}+zszpj1Co zXJMbQN`!Kg?J<{~2w6rRz*?e9YsP;L4W@JWovjMJ#NLyQYldU5#K&t8;0+?_Ll+vZ zA;i`Z_t}t6<=Jr)EfIF0(g7jGVV4-LK&4?wW(L_!(i&Idf6o|j9a7v5hRoXaf(xi9 z)hI=iQ4HJ>s&Nl>btwKJm15ivA;TDV{N1t<5@+jGcD6m_Ytn|qlj~5Of@BHFR$8YsaZJRt;1mx7;Hj--X zbgWGTC&1?m)iqa3c;F>}smca6q1F%Hj;*L__FRW0nXBiMwd#3GQJGBbjaes~)YRHb zRw6exx+j9cO-=tTWd_XuXr`nm&EWW7Q)WoIj=(#YYjfstqAT&KwVea}?1<@X7 zo{_fp7#?H0{QR5OKX^0l=$v@jSlTAL&y57doB4#WOl~X$T2EyC-R!p(UQ0Y3FX7-6 zinCt|D(Rb)*Hn|>Fy1VFDiZd5_?c@cp6k_AyE~_J_}fsnWLy}#Wc7B+E89v?-em>G zSS}k5?>M`yR0c>;C7)EHYIjh_zy!1oV&tLd%C(TK;I6YvIt;7m z2*{(c&h$lNT}jeXcy1=q?qF0>m)?5mG%?5+={W4IhBslZ`@@Pt1#{u8?64G5b&E1T zV2=VvN0C6=+)E?A;Xi3Mo0`=Xrq*i?R=~NN@y!-pXRlXgZSTX`aGwFeW^;FWzg6 zaJf8LyK{GZ8TY8xWNNUTEk#zdm-D_^YG}TVl)~Jc-CgJ5d+22Uly@MZ!qDUVusc%O z*$N`%Tpt+Zf8_LD6m%}StlsJbxAzUSc|A<9SLt?KJZmP6C*5o=GlAi2)2sy_4`ALN zj`}Bs-uMmJU6lU<2{8?V^BM7Qx{`Lta$Z7de zp1{Z6%MC$Mp0AbMFj=CAxH3a3w+D^m9RZ>8htspVV|v-@!`aBW$qW#G>paI_`L9q4 zq8_nA4}Q)Ew5N%_Ti^(Q*aYMlLG)xQO59?df=^!w#{Od^K=u#h+NYp|lsrJJ1g_OC zzTp?^eCe9+8$g$qCQ!XX`FvtYIVu^zXvw-ES^y_;UjKC*7ohRsxesF~6eMM|EcQ(@ z)6FS;cxVukH^Xn^_kHx*t;_~uZa_|OP#wbg?-tojC5^lZ*{zo4DA7t4;JAZG%R!l4Tt%~>=s1U$W zKo(WN;h%4(OzE!29p${UIc(DK)6@KG0wu%60t?-|&G1lO9x>$NE@LtL-N^L$mQ2cq zjJETQwwL19|KTt?tlzd`W8Sjb9W5hQxG`^9z2O3wJ`Z9vC#0xos4UZH+>(5ruc=FP z`S_=53zjh`Mfbu)mnwqmdR-10F47Gu?JHMmukhYtJizK5N_NTRrHbwf@~@eoh6LxN zVBzz&dnH!ZM3Cr~F0)aeC)jn3JStT>&q#E5$YCf{iM7Uxbu;*%0Ak27z+_($T19t6 zFE5E6UQ>s|DT5*E9r!aE=|cpX3~~dbzz>YihQAm-{GvBYWgeB~ys)OF$AJAr`Gmy= z%}H?$WG7aKqvR`Rz0{^*fusBYNJIj-=`#1QZO@1<+!?VU97}W$S?R;-R=t)$krvy& zKxJ!-HitUI^xI*mGS*lz_K0W)CWJFYho9envZ1H#`(A=jQbJeKFlnX`(r`pGAM{yF zUrhQk1NlA6;symzgG00oDpA>;m451ZOn;{Cng>K#k5vhxPa!UZg;4E3=o>~hb}Xw$vaB& zk<_v3SPH0mrg4xyRhu?FiW|icqQd(+rU-uwI7%dFO5yIInr;dFe*$Po(An2dW~eW# z?s(bpj@j&R+3~~gY*V%PXnz?-sw~>affz(FWc|;E!_irk3Bk}i62CcTdFk<&@`BqV ziT7}8L{TBbAln@ZvoCUIyyRJ_FWNms;upisgdfJX-JmfU-3Z&}O31=WiBIlb9U6lW zEQ9KPV}J?wcSIrm_#Pw*M>+bQ(jMV&fCNiv|BT551{4=auLnzQb>R&Jgyh~vggGnW zWFp}y<@z5ktH+RVu!Y{*M*sW}kkzf{xTZwPiH;tjs<&EnSUOF#9s(jGqa|3fW{ki; z1(t*H(}O{fKPg$EO;lMa7=Pb($4>Lg0ecwb|Sq=26h7jsmDp$!y7Bo=^6j*bO zj983}Bqlx+XrL27v3&&?{Z0TeM1qi0edQSJ%feeE3O+;o($QfXt58WBL#rtP&*Vz+Z4>+VV))F7YXU1+U{EMtOb^PiqHh$fjsAiy1s_Md4J2QUsk?_xyu|0 zEGuIeeFqBzqzOwpn zC2`x6tI__f5!PBj9m$O#$6$%|+A4>#G*VR3Avj_wFp~bRt%^ewqbs8{iOFKX09f}N z+-6TQ$r?fs+jDRUiO|;=9%39075kc{Wf;;BT=Vx#o}vIVUDj`GzXbQ%2RqaR&_5HT zM1ZP1n=eZ%PKxKbG8#w3;=^h2G?4MgcPK`8DcJkOB$|hyn-L=PHW4U}N2wEaQOyV| zq_ntD$Q+DEu*>&)U{h|?$>Y_37vwB!F%nbZ9oD1$h~-Ue{(^G z_88A!vZs~-e=Qd~)9#xc-hgey5&{DUIxYawgMl)6JSrlAHUyGq6gfRRFxDxNs5yj_e-`~c<* zH2#TPK^jS(wMMR(-9XuZH0T(Ho?yv%2mwaXCISUrd+M@O5^x&^I&U)yG*yo#HW(A+ z5bw$Ud!t>(iUFWk2LysY9x(sw-uFUa?t!f8C;&GEP?diSoIeIhXCL`oqSc>lhn!+i z<%g;b0|rTH6&#>6BSoMQh+C1fukbxGiNP?3)?lqKhW}Imh8f>2WGy0P-ZVUCbfvmP zZM!{Mg{+PH-`2l&8%`+`{xe=$5yF+ugLe{FEa>(Xe5YRkD2Xff zxW!_Tz>eFBapXC#k_X*{-L%Hzrfz~6SmZRVRw3x(O>iC{pMh=YnlVeEy-};(ba@~| z=SG#&NFFDPzC%FK>q<3&oxRteik(qP=;EEW@_3_o>SW{I4yb$|)R4MtUrJ{QdJ00 z<>wmZN^IAD+p&pQG@m62a-mMcN)KO8Rb?GRI;^kRz|J?R- za&nq?&TrUxh6lC?(nOa>in>kiy%B&&$)ii^Ji3kN#n9-y1zO4d?e~iycO1QBsBT}b z=w4!e^wLc*P5<6hm-Vc+p~}Tc9jud-nb)LhI*P7JRtcncfcCm`czb3@OD-n+1*GaS z#_L6=@UWY=H^6ECD9F)UCQbdw#a(|w#B$e?LvRtHkI5S3^B!SK^FFqbl>Z_7pZ19U zxp5X__V5eTCk_P6&3dW|Lw6F=iz-=ynTrf+s+ zJoxi3r2}9dJEOcQ#eLGENFJpHUuNAiP?tN(PPX2v+gtshCKqDDoE&0hQ9JI7o2<}m zf5w$w_jT)OxAT>vb}%shyxeX!>}*ZMb8)mk-+7p;C$@+RxmR%AzS~>qA3m}F<0i4$ z=Cd6D4y!p$?kqbzYIHykD$2}j>4>RpYwtf(D=Mxf9*bLF&5E(TnYi$NxtLtB_W4aZ zImtBt@wRnN<*DarZ|z=-p!;zHjTOho(?R!TN;h_%^l4A|cPEL}Jn3`m+|CVsgwQKf zl6CKT?OxQ|mis5$KWo5BA*U7VJwx$zXF;!P8J{d!Ccv76>;68H4<9XfK0Kh?m}z}> zymK;BP*}B7;;TC-Zd0?YrL?g${Pwr4O~vdE+g?N>q0*;8_5&6%e^3I&)~8{U8KZJh z0{e;3R#F-bYKf#`Op}`UCD9ox3TtY~^kPL*nBiK#>l9kQLa7{uShIF^4~7^>Eso$9 zM%35nZPIlWgHEr8*KL%7SpcR57TsKiqo*sp4}A;AbC;smsbD9!29DaSTpATAym7wg zDO_Y++^o?K+oi)wSd{2)(=0%6)NPnY!Q-~Jz$2}M)QEUuSqW80XKwS`^C*7OiJsuw z^R9`?+ir95v|v$L%Ip=X*lqk7Y6oxW>?HgPUZvi}>O<#SGrDQ9R{mK*pQG)cs692c zGm`YHl{;iQEMnIQvz*3a#U~HD*8tsJfVD7!_!AU2Np`%<|3WU1%MLAnBf<;-NH;|_JK&Dr<{fq z2b(uL?pIKZg(=LOqp8QS?8C}K?3vMN*a*QBv&gc3k9!=|ET`rVqVcL6mqld}tDH{_ zQ`kfn;m(9xDOf%lPY>%tOWR{b6NG|>`}=x=o*%%Odrjr zp6p7e`?j~qQgQ*KA(1c;N^xT;ecSQQ&Gve6qx)I8+6?A7F`@fSxlX?OYrnZET_Y=N?dZ=sMOl?%XFgYZ z0U9=2kp!%_vNpDxYtDW2=96c(HQMbO8N=2Ud6?jh^I}>r`uAD6OHM*6cS<1~f4CqX zLgE?uNx?4cy%R3%;{!ygX{Tng;2CyOCn-mX(CX8z1HrYU^}#3Jj6~9PfUfPft53V> z?&|ZFvCADp$LXp-Xa8wtR$D84rL*f`Agaigl04ml zDcr+Q<&W*e;)>1%hmrwWy1Y$dhFXaP;7#|5#l(+rjoU`6IeqJ;zX#gV!w&Z|vcaLD z-P#-CgD<2C$PQ*5-lSYJL7pH9+JS&{+|`cB!6aRx0G3~Au6ThLH}35gYryrCSh=w> zTS)$m=~lzw+k&0VbwwU0=je1wa@rLkYbHh`QvH;`W4Y=0dp6VM;}q5a&h~*JZ$^$fe=V;4s=~R8kh1P_@87-J4ld;H|t_ zRM4${bl#KH%WkH^FI)c3i>M|1*AgwA$}xOhQsE|r#Xk}!_Ij5584K;gAIaV%$2NtE zK5Gn1(GD35EEgVKU2&BSY!=}cRjM?fYV^0DCDLB@r*S16j1wN8uhtK3U+?O8R%yFB zHvp*gDvd0{v(GA?R}Zf@set>$@ovQ8JK00_wf4b#hxr1_a4?16323`+6HK$Sm2BE8 z>1dbao_CM8R|lmUmx*k}<(=ehqh6mL3cS?XPb*ANq1^<`nRgd^)Z?g0t`-^a2lHn2 zIVJtOhrcs3@1|@0;VmIt9dl={8^C&UY5{tkK6dSn+< zGi6!ig6}O*PrQhPdc45*8@*VH zrfOoQ_f9$LcgmYjSe-ISowg^TE@)fBvuDJxav!NCna-R<+b>(|XM0(AE|XjF2EIm( z?l$&5iQPn{&CQj(B)+wMPdf9q<}@VUOYDpx-HJV35z3Eyd}>VEzWY`8ZnorN9SH4n%>VA;8CKN$87p~o@kJiafZ^+%S zV=$!VX*@>d+NFAM#QGx$qOf(pGY;sgvd&>oxvPF`bT|sC1(ld?ez8Ol8+;z2-DL)~VEzG^qLK`jA0-E>YE+PZg?^ z=F4P50@qSY;O{*W^A4VO8iDEoHbe=a4H<9fP;P5F$7rp|$84ODxXiC>?QOnglNjz> zH1Db@zFUQrVJ!9|UdBfvu8k_8Q<^Sgx#hl&!=(VU5Gauiz^G zW*w@0zFK8`ck}pQwvK{sFq>Z3Nxt(&_8j@D7WQmci1{Wq^73>0eslvq%sWz^PNeE+ z`x&fIUAT2AgXWm;hVNLfHPVLSlE+PB+K?^Q0?!yu5uLO_EkgmTko_A8AJji_{1RsX$) zilQcN;Hz}3zQGxRO*L}*q8MP;#~V76LTU$5f`7CPR}0>BnZW@=hA9*!`eM0ljW+2Kv&fVL^@}3V)gOuk{D#PkZoUoKsbNdW7#S7~)5F328fX2*+UBY5GUP@`OLdNZh2=Z*<72zdt-l)aVQ&3? z6_H>K`VQNjFAe^foF(ziIMX4nzTmemz_@kchfC7A=oKMiz=&R@9dZ&3sz6M+THl} z>OHkK-7ObH?BUkwZb>u-bj~pzL4{Wgkz98l7i3v$urgf%ALkQ1q+G;HM4TjR&L@Ck=E@SnX)J$L=> zvl9^dYzMD~4)G}Y;A%4I8v?6pqxj3+$vzM@%US8Vw1v-p%<_cM(Z$R)a{&I&){B6Hc6eOoo5Vo}$@bwMv5#KgYcrVH~}8E*SQ%8JE*eo|%;h zzxuVm3qf>C1}~MUjX?6V8guSnb$9Rs03!L;bR(enVJI@!d}W5b_ra~NP_}!)%IhOx z${dOsD5q*jAIY+bJyF!ZpoNiN&6@mOMQXB@Ux62=c&Jcxrwk>PX!r-fEj%dH<`Nk6 z(M7g-NLI-_vv{mPU9@`0p*l1JFMN?;K9B8p(aMZG2WA09nj*%YZsbp2myTEWyy?FPV1@u>t%3(K#9M{9!UyCMO%wuTl8#6&6qZp#ThD|9ziB089r!X8)yYUYo?K5Uyd=!!Zc@ow=DRc zM-;+$q!>3D0**YV`E2XYOB`Z=n-o8E88I95qLIJ8Hk1p5{L?9zE8+GrWV;x9qN)1O z7GV(ic0??(SIplb#@I22x$kcP=MV!?(#1`##ZHLi3Nb_IMvR9vV-%>})Hth83@|>& z4JB4z;42Zx=&(;H{Xy#D`9O+~?enGa5Ct^>bga-7`iqk2aV1ipl9q7EdMK187z9{G zRY{e~Gc(GXl1Rsk=;QhMTII(WhRv+LhZ8Xt44{A@=!j%yMpIFO&Qg;7p8)I#+P}`C zRP=-zoP=Q_{{&=&VUW8@Awhdd9-dTD<&&0(iV7nSNK6LduWMc?Ou11@_P<@(#0GiLN&{we-$ps{=cL{uc zVs~@|DN&$6yrV@h?vO!;b?b4!f3U;Xf3O2`3lms=_icoM`dhO%tRbm-x69R z(~;co5w`CnL2zk(_1)BgxfcyA8zNr{(-Eq8AS5P$ZHd26-=DK^iH7x?pu<_Icqut$ zD;y;;^24dI=O{WhWIrvk#t&Bybj9h=Kn)Nrf`hv{&;cuZi zlEZ0>`OD$@jyc^thn3%|7>RKGkj3FBJ(d0D{2R&d%BZ9?O^iZ}0wG&**W)1kx_71j z5I%M${2YQV3A+`;KfVK>@l()1WS!c52#v*E1hyw-ZV<=Tzjvh|EI#=^M2#Kx?=lVD z{TG8cmrW;d)(d>oR*9`tT7tb~eC#2tVBv69c*?C#pi9N{1BoOdix_ub5;wCeBw{Xh z)bRQ4&KxWBh3+Aw53W^RK;S1KYtMd!GXdzh10z}!Bni;PA*hCo7@zo%gj1ods$92O zLd?Su!t`kU@y&pJ7KUU#u*#0;x2UAR2CYm%e?%>|%Q_(6iupA%U!zMxYwE>?6ioMbNHz_sFltS^_H!Z6 zuG?d{(dliAsJc=sx4+k|OY<)b((9l9HN9U?tH2-oFOuyE_rr*yP|n#KFC&LMapOS@ zp&;&0l%v#?Hva@jRFpQ)m`RpRgr7+l@i?(L*qv$1LqBP`g>>QAlV5&TPwNY&R8y7d z`3cp8PMMuvM4R7kE!#t01(`mStUZAft{onAR#1?oARg4j=}HH08idc00vH|=jKRoE z0-X~h&9r(ebq$~k4-Z)x^)2I3Qcl$55Z{Fw;A{Nd0zeuR466F)kwHR131NkPMuCG& z7lasb+DS@q^I+Iygj^|n%Sq|tnhN`YeC5<-6)`J(100cnwNKd&iOCqq9cONMKm)b7O*&87uaVyNHuUaj`PfUJ>@<4 ztMd))R7bTY_CJ;1FMo3>T=g4nM^o^eE8PWu9_OiJ%J56C!?p`C@Js33rhExQ|WbkE^mqvtmwsE9}d{ ztfd0vQvqT(pM@KgMUC+NTl;p2PAPDauju<+NSi$!(E;qqpaA8FueOXfD%IlwugRYl zh`Z^ImFpYjENs`t?6ypNGg#E?2wZY4+JQ43YB@^&ieqPI=|UVhF!rUvGocerGb}g-pKPv(~ME0O1_sHxHo_)lnzd zlX@!avY(rx>l;;|1r7xvt@(?GRPCVBf80U&()G&P#z3xC0S<5WJ<;wvJmmekBk+kJ zspjF+VXA)H?iB<=(9Ch!!r^5TSV6K~j=($`Gn>XwbKB{cL*au_Ms;pWvh9MQYaxQ! zw9DBz+7N>AmumPUEuP>}K^tWKHct6{0H!QLYd#6d9Q}z8VPlp>lhNY|Fxu?PeTp3G zy5=43;Z442KZG^UkheEvrG&8_Z;K5$;6i}w#FMJMe6FRBR_D#1f0~Eyndt_U2%fAz zlRt3{Zur*&=L{75AQwAy#1{O{(bqJv*kC`i|c|&T>5-`fpUdfa$8fo_C&`v&?zf}9kioG0l zo4j;GzNA|@bHDZGu*CT!;Q4wll&N-!d%Ak}C^ER}BIt6hv)3!WetmavZLl5T6cX8S z-WX70-Oi1#eS0ae`uuc!fMs+O4jT`#|E=gRYxQVtF_U}Q-R0F0bX+qlW>ImFjw4Z` z8d9fY)s5w+lsUdK6^NxheQ*SwJia6+J4LHVnH4&)t~Y+n$}KJC=r(Ad&K3d`ivB#KYd!L5AvO4H?k;1f3; z?;iSxOPW%>m#H4OX(?A7ne5Wj)2Tl%jE?3|Ju0v|u9#DjnzZew(+WNvD7MSYp|PTy zp3sG4Rajh*zZ!!kZ<(@uyd7&xe6Chj%(9el#}6K&D7;2o;q@}+4)y|G!xxwyPM_D` zv_l(zm(Sc8Y&JKZ4_=j)x}r_EpLzz@Ax83<*8K)6ms*u*a85C%nI)stj|Hciz*yI& z3=ot%XD;x|S!A^l0)Ay#t4s}8m?^3J&PXD)RmXej3@4pwWpRD^+M0|}w4%f`S(;Z& zzgwM3;HV^LNyztl9I|XO()`l<=bjBvl7XT;nQ>6fx8t}c)e+ZBLvMQAi)E#Otqt?$f7c1~u`_0@v~Ig6i5=dB`b zwPi`*%;e7d%racayyq@{ByE4#c5)hK9LBRxe9 z=X9wuuFB5h&gxj+j?JMNzrTB!o5`^qTglB@wG<#${Yl)d6Og$QzGDvw#6JRL+HAMK zMzmGVnm=5eY~KL9?-o2w*2aZ&O*|(zkJi?%w5-k^hQXfanvHjYZExqf;GlePP>T+? zLF+l2ibSiL#OAM3-bb=&>Tp%@)*XqG3S}L0r%@^KMl-w7Zvk3v0~@$KtFVpRPOCY; z{|g7P`tLai9fX76|Icv{mw$1PnUv&=D?*3=Hx42U;UJ3tje`{a!$AuF!$BVY_j8cN zcHvL|R}M1#4+p`z<|-Tf4+k0l|H(n_oh*ji6KDs6nyKie$G^It2Er5Rb)Ao3$xqQW ztSunNA5(ifx?G-a1!3`WebL38*i6oIr%Z3g&MuXwGk?rW z)cTi5cOW%Bt4X%uwOj{aD%O{>xjpgSMILcZvWHN?jmqJ(5V4D*t2vd&m!+tK?Pm&O z&z-^7Rqn_!PSIGOw4v+ajI@fTGa?q6aD+oH%&E7k~F2YPPXN@a^M90yTP&01)tM(W zq;Mamzw2phLrxEQ-E|AUt=vh)^ohVD-}3Q!iP`FLNbnQzk5lFOb874OpkRkubR#-) z{h5TWpL^4jyIZ37h}^yUEXh0<9!;s_z~Ku98t(oN`#m1MxzW=<96yh8KaQVP#l_7{ zsq_uB-|O%;GkQOrws?NTRRE>Hi|gp>w7>DcFGRP(_jsMRd#XH|8$Qfx{JKn>X9_wI z%lWc^hW3R0;*q-oxPY|YA$>JHoxd&2NoT07>@C{#%~r{A&7H+{q3b+HkG1CFZrZdTi9X+xI*jaJpy%xW+8bf1WyGTRjo>#d|lYyx7wU(bxuE zSv5rUEk$3#*!PQ&F)50Hj2Fu(~AhbZX0tcZ3Y}2JbaLHSQWLqh&AEsw1CkL23c9&y?x!;v7^z=U9+}%=_L-W2O((&0{*_=G(sB9dxWN)i-H6Q{d&jR=``Q-G`t{2! zu7k@}>nshj;48@_aw`keJvvu9f^)~mXori;i!xp?E3iRCCmtoGxW07TD7NLFH zN!y9T+}`I9*VD5N(i0St-&{QVclyq%87sdJ4mTKd-kiK2dOLM9-<+J5PEV9s2i{!H zRc$IG8sw6MaB1KV$~t&ymw71vpOD6V?0-cXh89FZf04!?XKy#hgo=)K{ zgEOmdUK+}_N_TzhxN2&v4X?e%4y`BCfRyV$uy=diFf3R4VkhKfzP+u9D8hlvtM;&f7tGCb;wY=3jiGrBOXm-ZrVRlpB+lDT+UB*O@%TQi->;EJd zl(Hz(dLe@zeaETGlf>Om{6DQeo&vHhW-_Q(fmYvLk8rK~!xnS+YT%}0%9luS$dIaS zRvQO6ri+>`ph>uyu%Rf49y+$ghLS4ye^$^%WmBuEQ0$YV!0|Lv?|03qE*xAp*?gSM zIcxEt0o)u+L6*r~uZ_E?m*FBG&->1kWNjzvr*%}Jq_+_mN*`O(z{P9Gdb6pH%5ysK zd@mkd-6C+A>o zk@3vyQbovbUGL6)$7}ESv|gI~#<9uq()Gk)Usw8Wx8rQSKzn~-`V_UJNjpQYqGElO z#B(`#eojx@b#P4qFyOWJ@}`d6tJlh=l{3Aroib6nS*~ z{)-o=qhfTxx7*CWm!6t7Js`Nc>{}TT_0b1CX3Yvi@>vq1Uo6pE17m+O;MmD2wdGFj zZRXS0mO7{iylGtxOUTX1s*VDF6E7AUzEROPStY#Z^@`VCJ=@qc4@6a5voCJ{()EgT_%4cfHTG;S9%*i%UU#L=ou%? z)Z~sJA}$r`cE(asq>Cm2(L(6UNzu*YlX=ASS0c+C84d;4wFVsdkoeK}<&s?%rLlS{ zs2%gFpK3p6@#(RO9HCFmlY`Adztr{NrW%M?SIZh610nycp+q|Q$ZEKR5%8l3j-P{3 zl#(>V#xlZs9k@>Q-mAsqU>o=amEYa)v-Ha1&q^=De>Tby&TE)G*=V_y2RyndW5+Z3S-N0W1T0}VIx}~{=Cnl+AEonSded>+pPDp1r zwts*bvZGP9Xtvo;Updd`Z%LEw4gcRh3tUq%)XAY!e~CHLwyl#MKse8eaVh0 zdb{&Mp%FdfRWz*aOAkZjsU#mK(EGk{Ca{>at}pIAqWc^o>nOG|t$JJLx7#`*MSL>s zL)>ZsF7%hao+>KzJ+_gv*`%Jo<@xuvHQ)K6j&XfZHR)`NCAjlYb>TBx@Pass4Ymch zqUXv2p&X5)t^D&~CuZ&aC1y!ga&^POWBxOWRMkD*z=5Sog{NxKX~3rtuZ!Jr zV~^VRd|s|!Sb5qHcnOA_)l4l#FK;9Z8xS5(N7l=iD~w5b&-y-MMaKMcARhmu@WWyr zv5A}RXnRggN#sjWL!$=GlFYvnZjk;-xH$(t#r66Kb;h5SEUeCrLA|S_x#}m@!nd4m zs)vg^9ahY(rXDvD+p%+4Ljv*asWuT_T^2J{@*8BcLGo?PXD%)w`8Gf^KhIl%h;WhQ z{4UN9{8QL*NpdXHGG6t;E*)WKZXGgS8{BhouSWZEd|Yp$KF3iVbo$7-Q`(I2r0-}r z;MiB3y~YF_R`WA`6UDd&I`Dpw70E!=(`_)OL905~1hL%G&h1B8`R)EH<0c{30;|i$ z|4PX_>0^`n<_T?KoQ}4DW!Ecaw@>FV8*c|Iy*or$7G;n!h5_?4&&X=HgYXoQdv|R0 z8W#3ju52g%ByRdGY zhqas*^k%Rz`^A>+2krsO*+O4U1t&g^+MJT5ud7yt4uH~(J(bD0L-90d3#G1;!}{g| z4!CrM2WeCt-BOe~x(!uA1Eeq2L4}L*T2|=RN0- z(RE$ynZ5SC?$y70?Kyh~A^v)b$>^U<@bQ!%cY#YorqqDjLa}}*&>p;F{aEwVs*FNF zhG{d|*ep+vdADRxTT}7V#(?2f^%`D4Or;&dXWByJCM9x;rjMY7K)b5uJ z{&8X;1H8kCuG4|+9$V(7df<8C>Q*rMi`V-Eof{?Fu;}GX)c%0SUqK_Ym)NU5IGQU} z4NFmdTfsg)zczYCW-E7({&>c#;*_r0YN5z}{TQ*NuI~6d7TzIL_G3EF=G^sSB@CLe z^)}-}h~3fZKDIbI&w8<}KPIa+{s@3p>KLcLoxgIp$3OFRb@XB2Bztin*`cPh&p4@P z;QGJ-FUt;#wPw{){BlE^G>~mQvLGIP*b<#A5uIsb@>yMyEU`FbZvSCN>`cc0BwX*z zH>INJI(xZOV;qBI{PP#o(dkxmzXun+Y-qGZN)1u=r&E@r`ri=uQRzcGlKIoY#TVII)-``rnXmq?=!DcexbccNwgR9Ao@M24N_A%F1Xt zG)a?5nnthRvvMDisRhxouVIGCyoKVkDk;;XGD?#%{b~$S=#A3e4C5|x5MoEI2d$_N zV@o<`Uw6e&#p95Pul}LzDtWv3A$BF7mcUWzxy)c7XSh1Hb!juRJcT1+BYCHKd@*jH z4i1OC;8=g`80leu?8+Qij3VFARaYA)rjIF)n`eR9bq+?-nsH`A`-$^nxacb#or;K6%4+kh4gD zbC$7nmw+29SIg3Y4d;+fbyd5Tyi?Llhuz2`LDZTRuK6t~7yn>8F&AHOPB$tzrbGUS zG0Gxt`C*~9SRb1TMbP4Ys3LaGfk-S@C_);jS(9Hl2Ld0BoSW5!Q=$W{`qHBfg+5p>LGNVhfh~r(L!`cfsWQZ zeu#`QKjIALadYmz@51r)>CERp@^V@09?nYlMgG2hxFm1gc8vPg%bu8$aux*Bm~m%? zsae#=&~s(X<6LEHWR%h>Kego0EMexssWVzRr5m%gpcH;Vclh*co#`kQ8-vGsSySE+ z&htO7qThcx78H+R@tCm~dwXP?)b_(aDz*P9xgBN1W1)vHcw>&98*!ebJ~=Rn{Gcx3}oZ_$ba{%O-*3 zZz(QZN9uXHrYSKnkS49`RxcZtR^ zANGyl%m%pLbQ;4=i@ioiKh>B_PlrgqAlKc(XcUT1P2JB}YAN{oFJZL5d(W$|L;hD{ z^^k7)OSa7sZ!-BfIX?uSQ-kl@0}d&eK!H zu$L2G<+y5;KPTHMy}mx!xEO(cw#hHZuc>KC1y&4;-Mb|fl^3UB7ahpL#uQJxt?k)M z)V2DXOW1xI*XuZY?x^#QZfDoG@tYVv!u zlGevK*Nx(ls(zne6a1wi!(g4M+w=Sq@hdf|koqQGYbWHC}wE47s08j`O(CHJ=!7(^lOn7?9X{k2zjEG+mJS2KloS7#{~IkisE^+krG z?sF_I(az_~ZBn(Py$~FV%XcpIS-8S(6fu-gT1+}K?8&t3Irg`IcOxKh9}KQdkBlwP zIMpdZERm3x2Bpm58Z^oM0>e)Xtx>XY@q;^senSJB8dHxPQ{O)F>VXbS2>Vw5zqLWBgVmNAlp#T>M(v zH?a0s4c*RFAEzzxxow15e^L4y5RrkjYF;dNeX(l2DyA>(s|o(_4EWiXv@uUME$ywS zfJ1hrEXT|^jr+YmH02=s+|qBvFV2v>w6u19c2i%D0|<`5G|_H3fezKJ{d4i%lBx_1 ziA6GD1CCQI0>siHyz|W1v&(q%8W|tmO#FoO?27I1Ga5hlIkJ8h*YtA&O7U+vnw%_aE5&*wj~5R>@5N*zqH zO>TnqAIMv+@F=YuMY?L2x$BP(Au_`OM5&i-oo*BGgwn1hDJLQWS*_i_N+QFb>9OIY zACg3hVvD&|oM#y$naZmjJUBQ`-*iI0@&tR3`*(5(>mCdDNSuarGV7!%+ec@isMl9P z9Ai7#QgmUvXM}1Jl8P z_tcMMj&bVWbmi>lg$JUvI5xL0s~-)eriBsI-V+TYV3%+rF3w7|pFL|ewC)BKQ<<+P zhfw`Yol&g3!zv$^#qN{iw5Yb~ldqhyKS@t`9zZ|Ow|Nk`oWGnqt(uAB{e0_;^m=@0 zSurG)FP!QB2iw}6^nb9eWzQ!zfYS?#k19Wr#s$FC#SMWpA3yb94{$}L~r z-4xA347}eO>5BaGx3H}wqJU89#QJ*vyQ+od#_pr(!_SlVz%2`wWtCn+-)^=-YPL)6 zwe2<*;+q4%sURzjN`AfZak>KJwPy7L6pJ$qqoBerxHWaaeo75_Gyzb#; zv&)+>Hy$)Meq#3^&!%#Vn8xmR!=EqnPZPaSf|O)A$3qd&@0Zchv^`Efk8*Q@wD~r&7lwvdPM^%wAAXVwV}Nx&T){fBwpbH`%-SJt{ zVi&I@KZPb`u%DwPFkbJ;HFriAQ>+x>SZP|}_iq-j+II%9x4zr1o~+{{ck*62;K;~+ zW*u3Y>9CUU8e?U_WTL;kH?p-ZC-LlU*v%ucg_6y=ZhaLlH3#`Ps_X!E;|86AnVqY- z-IHny_&}zryX3tx_SNLm^~5;WVG0$>51xU!P&m4rMCQR=S-!&Ixu*pGZl#W!^Nfmj ztqGAOx%w_voO_GRC!%2lFez zn{<4&>!neGx|7P(>7F_!--U#WUrDSE{x7FqFDEW-{WOzM?Wky>>}#F*A?mV~`Mw7z za(}!Qe9x=frjYM`Q}<|SYd|2kY)HBwcv^Smy4m66I1kn`EBbwERIt(SI`ANF`_+Y6 zhfK$z@q5c3vm%Fy9semOoqhtghSbF=?d)P*pkazgLEw#7VA0Kd9x^TwWufIVjhb9N ziY__JTzr2pD{~3|>vTPXdaz9ThwQUZ9i@;>2Q5jx;4;mTxo$HVblS`(rNeXzd|p`~ z|FfWj`TA%`=%KlTMRw@d@&&fg<77sD`AP6 zQ=^@>_wF|1D)jFd{bKGmFE+Ta;Dh+Keu`1U6G#e-$I1&KO@$;|xDd&&;cu5V`+0)& z?B5qcKw~sEgzy1whJc!+r?n!Fa3O^ARB!=2cu_dQDFVcV1^G}22`eN~hx$g>u}yXx z(ruArV*o(PNj;t{tEnOA`r#Vr7f=7|vKq*J0;8RyF9p+cio-M=^e`QLHla5*KoXJ=v^-MoE^o2-F^tL=BVb0T13 z@I85ssf7uCDxpOh$!xiAL!Hx3*CP|^E{bnqNG(2M=@zWkMTqGeU&O3YQFX(8k@IKq z84*TkR*2LMhMUGD9+5yదG7AryX4(glX)u9I*ss>ygsl~@Bgg6Y)_DRuxk0s` zzHTKDgRcu=11Ymr`eooJ$P8tqDG#cihmlMlWITva7z8aPN)yvT>(xwRpMEZ1srb0j zOp&EbKX>66SI^FMqwEp9vuA!^gIm*}50T(3i|qtccxTYoX%Uel-mGg@LRUTTCSAb5 zaIicL!nm&t*$f(0EGHmD23X_^NP79s#;%amJq4A4U#cMgw5E*!fZSM-Ek-q<#ENex zH|qSorx;26D7<|mB{EcgjW)l};7v&B5$>gw%nH88O-ce9El1d-Y5b*N)vTUD2&pmS@=dHlq@iN+3PJi9(;4crP}4?)Ow(#MWSS< zr7yPnB)j~v6YEgIW1+VSr%VItU04CRBa*c(+RTQdXM>jscgg)p*x4G%_0c;J(huw* zLSMUAEF63;D7PRGi;8!k5A7%gKyHAqx{<4`xdNlM8uS-;`*RaW_*|gLu%65{F#8kw z%cl&aaFXzF5H4g06QZw(0%lzRW(FXz00J_|TwiH`(ua#imJMc*H1#SRxLf?T9qeB) zeTLURcvvWEN}XSOM~}9v**)JL&QC=5R1c-p# z>qfGk;TrNy4u*7>~=#yj+sa4X_{h;XAGO3!YOH z_nCLT6j`H^76)jIT%qDO9}_Be4$%5Wd1FUWq`H@+zS)^-j^JrYerGrHEs{CQf`ox$UxaL&i-YpM zs0++QLVxdVk(?H4jEBzdO zYLl1L<_l~%lp!&tnW|j0dQRwvEXe0mWR_o-CpJU@Y7goGzkGvqwH{UjK$wgV9X*B& z%s-tXH@|{^;fg@drz}*qvEBb&H`E0#&4M7a5~73|d7Ld+olDRf?Nhs&iY1}bYUsk2 zrtLnK@*u{@iGk$_IG3a-h7@=s$Kvz&d&yl`8GiQ@&BklZL{FW}5Lf1LW z459po9@C7p-mMMvg0otxg<&N;WSb$t$%C`io3#>%D>1*c-wAiOC($sdN z7~i3-66=kMTr)d$)Ds7(y2wyf=3pc2M{os^3^&r()zx81O%*8*0j829Ez+{nmF?-; zCNBXt5JYcJ$DK!=DZEioj0N{f}c=C7X*PZqKGmhmG_hS2iRW zG3}OKs&H&3qj|eEI#2_&(bjUr3{f3g9ViTJHdw$MP0ZBl1mtr9SRJ6z_Q3qg1v?|?FlP8b*)Fv}&a`W&Q+WNO4JJ>WPbq7%GYee8sO^#|#bc6KZd;JtzSC(mk!10~yjp zJtp<|U{~QB8;3ERB@pW18wZ%e+>wEgxze@@1d5Yt=`hHe8@oB>!v?3dPLB}8;%0*R zp4KQMBt-c@qM{U1@Yo_Z6W${=XdpWGN*2*pkp>@8o6ikux&#~JcnsTpAvfKF@%*zi zH0f{wD7=Sl0!_Sw_n^Zs>Ny542V6aJ`o1zP2ZDBZP0fcY?N~`6L5Ny)fJ@aW6wfl<_)#NqiG|V;zQh0pxwIKo){h zDS$xs-R)LX&m|eD0zLp{9X8-ZS8O+S2|o4#y=sa<*mfz79>(O0`52;|(1tgHP3luF zL=m_c!zESUWE3Ge3Ub9F1r#Py+lhIc@krGOl(9$0TcK2y;^zfZEA( zi$W4Ob$B=;1PdZ22;y_RA-CvPjq0jBMsL z4A>8hsBs=@+N!8P|B5pfPa6|l85Si}!9vPyN?p-WC`u^}qxLv235#Z&#|6dXg1tuJ zC+2PoL>RX=2L{+2>4=lB0jg(i$K+MM2&AM%u+%804U6Q~nlzz#p*DIW;`)Fpb0Nsw z5z<>CEO#Ukv_Yz@%rh-#Ok(7Jca0yf$_mVFjN`9g`-#NvJ_~zecq4E&*hr#Cu)lA6 zi@^0bbabnc0EZU1sjdPvQ=V9=P{5WL%>*R%5iSN>d`c+C3tJ#|-GxN=hup7^U1j1$ zr%39BBO^rf3rx)Fbr9O+YoAc#hw3iakkQ|nz(2_6C_7HNPydp=o=^~wsv-+VNW#!W zSm8(lz$2U97xJfWcTn|e>1*$5t3;Ft*R{=}1|2Y08!kaU@bWmmD&C7Z@zFBiE$GP$ z3Z8ZABBoD)+vbrMW1dKzzP%&vhgRq9z92%uzTV~)D)<4YI05T&>67|_WJNCIlO*G} zA>{K6Z|h;|c_nhECxb}mHE^d;FH)uOQNiB6h_v3n5Yb+kkSQ9Px1JEK$cbb2H<&-bal(|e!)+) z1~gz>eES{K%pukxqHl#32Q*yU?r@+GHWK(o52KeRZ6|glrFod$Kq6sX300J*8y{hC7 zaStvP-umNGd=xQl+Kw}q6RKsmDIe5#dm@GyqF#MujxZhRM0N^0B&MFz0iM@75|*s> znb>T+1RYtS91HQW)@7jGlT&g8(mmj=WLS~zc_zz$!kWk+DT^#SMYX#8N24=%vFaOW zQ|OCczsR7`lI?Iz;6c#r`Tp-*1+Xz)Q`#GK0cnJB37R!$>6My{wSs$uIbYJolN;nj zX1hu;Fs;4{A_vtfwqjfyd?xGtm~x5qrBK)2Ah@-ftV@2Zui-xvlY}E^a&_E`wzluT zgV!y~b5`aUE73Q;=Yxz!<6(r&fm)Avzp__?e<7L& zAYwtW468XC10THMna#JGVxISb?*mTRPl$FDPo)j-xD~cYgx)4pun>%4(ETlHm;eDR znZ6S&x(n>XXe6F?r=7u%T0*UHta25{5{a%Es=;}qeN6(9o^mZiMcgv2=RzqxDQ;D` zHLAIKKVejpiDAHym2S**K$Tm@SJ-Wr!ZMMi)4&ZNYp#e?9ut>iwzu48?{guQD~jRo zCjWM+1Tdgixj>R}cnIk{=TsY&FchXYs#{FJ#U0W9V^jbS_W$-L zfU?9s{f;H&tQG0TS2Hjy$cUX=`!Qnsg8SxdfLdI9M)_GRZ&BMe5v2&b732~+AYTp-+O8D>bQW-L0#ccSKVG8jatr;%)x zfhE5Nl-W5C4yM8He9284>0ok#K{T^1?Zj;1=tTsAeo|-U+sH=p4N^}8g(bp>7PH7q zLp2sn-4jRt(s0er3ddv%J!o7df+$?KNRfLzqS$q}S8C15uGJr=0=rnT2k~d+O}ZjN z1{p{a`#0h`fJw4}x07TMho^jWt#u%!bz^7a8O4|483*6u8u+WlS`xiY>%x@n%58ie z=im>)NdKM-g<(A)jrGJ@bR~@(t^2~@kG;)nXml@sa8Rt*9IamgQWB9Ebwr6LL@@6c7nGt`3{7+PU%+g$Rt*#amT5C~5 zB|?HVUd>Gy0VC<3ggoP5EqmcHh5p*~38J|Cq9Y6rKy z$ZY1!>0=~fSxSaJy1wKxN7 z(k$t_yEAnB=I?&gV#ZpSp;j=CHCH%XDxp% zi1!?kujRivKZ-uN{)oTOmMQ-2`R&giTEU1*4kv2roPxk2X`m@J2WH9WyLp= z|IYOlksgD!F!zDgvQ6+0UHOrKFNWW)wxGd}EO9$NO!J{cSCo}PL>4mAv^}r%qK6*!*zwb+W%tv74d z-y6UD;>r2BSLsyvi|2(K0kwS4-6rF>*7`7y-S%VzOg(QA)62PVC7?STO%{FX7LRPb^tMpI@^~rboZ@jMjE7BemCLyLYEIfZ#FXrk;ioulbs{g&1qG$vAI|k~h8&8iP``kA&si?8e zZJz)A_naukb9^Pk3Gef7VFz!b@mJv%G|9f}*2KMqo=Z05y(YA$6+t)64KfANgDq0Z{(ad+WXrgt!j&u6{(rn7BzDP^JG+~YKMm(r2jhvfMks;<|X z(!7z9-)Js>DDJf|s$JO-#rUq&XwKHO67of%<$C+tni9=gdItT+^rqKf`3ZM0LO8#qlO@8*=3)B#;BZ zCI&5A^MA9-^CBOR;LDz8-)`Z0{rN>;P=?%@UFdT{2b>B^5L5wI;@5qQM#-J~oz221 zT0e5z12cl2XciV0IU=Xumw)!#ileN~>}^KfaQxiuWMX3+G;oegL&Q;=!!^+c zR-3v}?M<`49Ynl#jcCcPzCVMs?FeZIciq8G;r%cYeyty5o9 zf3qySI%GEuOg^z$+KH*BKlgYJpHV*%G+9);$(mpR28&f(ULEYdn7$r-y;xp(9=IWo zMPESFaoL{~UE6Y=v{Uu!@7eC^*$7HVa4GgBYH?qOSs40Gb6gS;aQEx)S|UX%!9d&u zVzN?h^JQE~@zKzoX50Rk0hG-vx~QvKK6vap$H4@4yyDWUtLQ4|6sFpaUwbM`^m8z{ z!)M&jr2Ro?>z8WOp)SSP8yTEYyxgfUg3y{h4D(PPj?VXql372jg|Jrw=`gXW>OLvl z^O@j{d6RqiHcVE_9Cuw<_`EH!Q5m0HM(J}tR*+`u3)X|rR!#e?pT>3e6mit$X6HF6 z_eoRxhiseqDRQ0ir?5e`Y_ysU8T+O8=s24mn1~Qc!wZ<3_(>C-;tb{wnfm3eW+SlU zCpYzK*F}cpTZS-dNxGu=)v>j972cU-F3Z28uP|=$!O$zUmcURn_M5Y#kfdVEcd6H6 z%efz2irKrF-oK=~rwEsOk@{Lfa>)Gk}y#*#;ER2n8ebROft&iZ|ObZAcvO_PAoTC2u*d>mm2!wxm7VIRzGgOqnO@b zVvrdI%JxsA(JjO5!it>spP5LS-C*1?4<;;BCT`qd{Zajaz6#HdNo8%-LTl*RkzY#F z`8!y&gvh?a{r5LqUb5Lb?FX9mv8QVfJBxq6@6=n<@a9Ej6qiP^OrY$^;Yd^7<~#ql zNZysll+z*<=ewb6-TvU zd&8=C{OJ$bBdgpJcIM=Hb#}vwtfNDRmGYeprgm^_~Tdi}O(p<@OsCjX@i!#Dq3hsJW$aeR}iKo1trC(Adj3rMpqkT9g zHk-l`H3p*(Dwte<_ZyZg9`+&JYWvNcvgi>?{?Cve)l3<;u7B$;O#I`tTXgG{#ihZ2j^unq4@O_Xod$2MwJ%ws--XDhOKx6+mZZx>&qg8t41_Uy01WM#B zVke%=$mGaI6xU`*}f ztLdI3E|Y_rr~W=6$1LhzWkCnyzn`5Zt?qN@&CaT$r-<2nPLP$oJlb@95NNZ&M6G`K z)F;`_G)gGT}SG+EW5WjcudBOVqo>z_F_3}3g z-lSFhdF92=(+STu_T!6RK$`_$8(7)|e#hJT?Bc>=`PcZ>kJa4}#*2wQ$>7GrBZY2R zIeOcf_Or9Hnu$--#-P!tVqN83;F+nBcbezduT;^i# zbgUDIxcLKSRWpahnYJM46#gWp9*5PgZ`L)a0CS5&=)D}6hm_6*7dL?l(vfJ83_xn%L zY3t79+Uo`fUnKp}Yw2stYd*5Kf7$@*9nN?>`8xFN^rF#?pTvuTuP%#J zf9rpE0$B2vzFc51G2f{1P3G+^v66B*^ei#UysfL!J6k)uOA5QI{aC!QYGH3Cli$nS+Vk`uTzf@-{Nr+{a=K@FcQfRMcd`Yv^68cTq}5B^2lU55 z=ifdKw{!#qB8p4A?6XHJKOe?bvgpi{wRoWlf=(b;cGuG_w-AcJTL{Hpeg;P?;6zSC zzP}Bq@_3d1ruGB!N6G6~>%fVe>z(%n&hXv#v3(s#bt#3NbyJJUJcaVh!x42plecgP+S^hjFpfO~uv4>V z_y3Zn!s=dfj?UcMEVQ*`sXO{DQ-dyu#35fbWRU=AI3w&kIXaaDYU7gg@1#NFVnzl= zV_AgCYr%HfW+e^&qBy301E9EHn;6OoWnT8K1mjaPkF=J)tyG7lyKK}F{2WiQM||x9 zL#PCznN&S?ei0i1#U==$^D#~cc@>N!n5qXX9dxRj`@;m?({4&j*enCXTTX}$+}_E} zM$l6blx0E0oc;a;X9-}fuMyPAntexi6M;?&-KZMSD;z<(#=w$+`kya|0VoE|;&qnk z)zvwLIk^Wv+22S_ai^{RBUI;ce3I6VQ7;!O=@!iKIaU)TCQRhw7ufW&U($OJNg4~I z_c*2)C-29*O-a9laSrZ$7d#AY;)H& zpj@OS7?M%X3iIxAJY)D*E%jA^8jT^qW6sgHgu<9JfIR7Y5V2K0QqMI#WtUUT6c(I@!RTXCr;=oO(VMBt>(YO$ocII4ock=8Dx!))5rUcbaxA?Sw4U4| zIB50ld%A|{<5(MOxpWN_QFHb@|KaafYhl8c>AO%G*l*=4_=8(q2hq>B`07sEm!eO{ zEzr-G1`~*a)%hZv{6P0s!ByxoP=dOJZy%?va(cDOrp5Yt{G&9}3qA3oqeu~uA;n;` zYy2CG7Ixzr-nLI{X51gM*H&DiS}j7dWA~JgZkLa3J)#7UhxJx25hXjF;RieJl8 zBkSN}T>EVSo)*>=Bm#wgUvZ7;avF9n{*_YzQ5&WyAcF7^B|+er-))(-&LLLyZq(b zyfJmzYYW_;U)DCQv=qg}AxZIJs+DB{g-;1M>9)8zjNh4+m1=9C1dDNm=Yw~96S=Lc3Lz3z z^va~J9uEU85`eOJz~e#z0A;lLgQ$L}b3C2%PPyz*buI)nigyCetzLw)j&jLVDUOW& zPvz9`7UdBwX#o%b$^)$}+Ob**KHB){#Y!DWXX2~NjT+C*cB`n?^gu7 zk!!Dc#K9adeK?(ug(XRirBL5h;6d3=BIm3$fSw+NDllf5DMFvGKV)Klzz9}vXTwm#g}}lB3OZ36s5`#1MwDCK?noFiGXWHQOmR zwrT-%!A8bsn&0Hvc;&`kC8!wVt0t@w_cuAaGcFZQfh_Y-y^WI%B<#08y(t z-A%}>%qP9e`H0uP_5tVHC6&GyV!;uGd4Bb6gQt>1I;n8xrzxQ90IBM?zaYFW40n>6c0)Nu+Zw?yVn?<-Y2I(>`BiYV7H zwd)H7C@w8GpNRM9f4W^F|6kp%ny{x*|7 z_pF)B*s6@|T=K0Eap-1J`>&M* z91CD28CJoiw^kD98TO6#iJH0;(S)VdRzRCq@tD%aGa@UMCcVu}NK|yR?^~GoSMk#t zeXtL^leG0AeItZ8M8QJAcp~7j#=IqQ)4nUT{hp}?GzDSxn6cS5q-J*W@wdbu+3?6v zxdI<{dOum|iqeC3kD+;)a3p==sB-Ph#?e8TLMnVjeV(o$0p9a?|3w{xEEs`PYe6SL{Ux$9u4qNA$5;JTnIxWT%;ul%e5P3%~Xal0Rx1NBmgi<)h!q$ z`nI{m>bwRtutjF6(=CHOG=bilMrf^WTN#LJ4~W<~QDzx>M;H-^-{ml{nzk-|n`yDt z31(}QD+8g(8)&`&ch#)XJz9^z{e<=sr1|9zVoO^L2vWWH#2@1M305l5B*}}j##FQk z#mAXnXayQ`6r&!YkH+wN@wTYpBlz=Q0Nn=T3(+!D?~v!BuLBesdp`FTfhmE5CUC<+ z5U3@Y6>-2`iO5=49S|`-*GGvzOj!B>FajIg;)?|IGLwfWdFx z-c$qKOrv|T8j7gk!jUUr4H?481i2;&N--g~zB&dLv;iL41i!i^h}OZc0FWb7;T;7~ zH-nUze}bx8Q6jD#QaB9q){^|rZp8+eU?A>|o1~#OMNxncUSPHMN0r5295I4)KqTWW z$yj(Q=+zZJS#xI|=yX1QRkdMRO+pue2R}Gn_~1j{e;PY0fJT`FC}ar?$0NTmz2D4> z7R1DVQ^dvVjADS{o(JQr50nhF&?Yi*1J?o3oJf`cH@b01qD zP7`m3#(LW(Qh$BX6qm<|RgY^Ys7L!)XI10wJ6j%d&*+Jvf%=xU;;Gm$P!;rifmbN5$dB&ru6+W8UPFIgZERL=?J9! z6ORf$LNL!R%jo*B_=~SN%No*5;7uXgAo@PGFq}YuCupK?35AJU7lWgnUI-4YBfK-@ z%B_kr6wrC7dZ#SraZT4O38*gA6+7LD)zR%v9JR2rB@V924^p!5q^d17GM@Yqi=?qx zMd24n*L@^7%QaA%xieZH0@INd?U#z?Phn+tL zaQ%g{M;CKAycoQsPM9RUIfN&Qa;ygLyTM2)i)kIfT#k_>Tn`}lq==cW=cME~L7);1nv0UQaReK6_IRPMD{CDtepOYk7k`Vx!vATQ(%ubz~Rav=6gF_r$ z{GbYN&V+=jQDLy12jb&1aS1khAG`QBkWG#lJOd?*Z(T^@yQlBfv`;<&G2s_vHw!_~ z;S3I?IJ(m*nD0z5r?wfmj^711ikAWs4B&45M(vmxwABnyC`|Zy3q_LO`P8U$>Z%2aS;`VMFIJH2p|dK&|=PpXNRN9wGEm%YUt6 z@PQ6>87qy2cSfUY+`InXbq{`F>KRF!=bGAfwlt&815K6>h{B1?@xOy@J&@slQX|MTdsHBvtP4mS zlfNL!uy1b4=v{$lMep1St7;VnkAmGMw|TVMaO|k$TW~TJuo<0?1w}Vf1tCiG#%QaN zxeu1ZndBlSnsE(4$U1-u)&%WOy3NrjE;fBoerEkI;sK3& zVD3IhVIZucIQKy|LPpRJAHoq4SP)O^vCYlLon7_{8`^yFKpF)a?fqr~nNsnnzZ;=|Vg28osB?>1 zU|aGb+2{Yy#&7p+4%^Xlu%D}r9A?)t}k-6Um^XZ^Tu901Af@LG9iU7>u&7Hq8&ZcE%KWY{{Mi0 z*Xf!nb4+xpfkq`$wx;#!B{Fsy;)^SS?f7RX264(TZF(l|d!|5S$nNRq?K4|&i1ISh zj56v03gAypU|G;aFN1TNOFtTL4H1-JpcnuW&c8mOM-TR1>C7GUKS%$OGzRt$ThaIQ zdXE1Z{0vw`xzWu6p+XYoLLw&uP&`$Zi?LhOO3rLQyhQG~Zd|mrfpBG>F3(a9HtOr1UtVYk-oem7Js&gjjG5Uw9$um%!KYUC z5e;^oYEvN!Ceo91V#&nnPgIpHbF#D)sWFFruKS^`mv81-Yk;5u8w(N~cs7g^^cD|| zjyhQR;CB2t@Z!3-Ul2Itfdi3KdzSl=QxqQ^y^!L=le4LT4~KkN-Niy{?25)ivvq%?eC3VinNPjqa8$Y(%Pu7KFECzvHA<586X(5_9>#Jgn4tAJj zv^~ZRYTk^|m?&zGBbKQkm;-ilADvq>n2gZ*APHa?{q`TeF}`*>I@oqQszx6=iNDTP zuz+5NS}nZ<8`v;Z{ue2whc2JsDHoCe$9Tx$U9JW{8mrolXY}a_m&ui~m7Mqj635gl zu#L-9Y2BB_j2vWX>DHscZVVPQGjD)XCo<~&SGD`^sL_tiA?R)Fs^4C^?63cUqTjmJwF+V1$_GhRd_6o)fR)Pch_y;Z7@>{k^#{!QWl9)!$ayf zGZTfr#U1wv?Kq`2DxG|PDPmiyDq-?@=U2aG0bbux*I?_3At0 z0XMpkJ-l8CdG$>c((IA+i&F=mY3n5_msz)wo=-K)1t#h?RGF$lXHyN!i~U3`Z8Ddu ztC!_aq9niGQQcJ8FT6I`iAwItfd6`<1-{=LO%HowO z*GS^I>sUoaFQk$Gj`M7%<(@_w#ra#;|NHP#P>M6-e}KQun%jF;CL^YwSh$u$;FB2)?wSG(k>&HH)u4rw$@#A~{>h9kx>^6YbJ^Cb;g&nq>hm;ug!`-8ipbl$KgE7Gv6iVzXFt7+O%rYPezIf4 zagVp`&%y4dl~2$~-~F3&9Qx-?a9^1G($Jc=0Ml8&`hui+xOR#?Dq^Bx0xTVi(66|l z)q3)B_MEoh>fbBXj^$pQZY?v1Tz0yro+ygo0{ZoYG_v%Mg8r!|u5-aP#3_x0Cb+iFS6{V2{VN3J$l{12q+4ftaOVp>^x zyO{Z8JmZnu5J^V^^kKz2XJcSMseHks;>_wqSA2h!ip2c?i@LXritA~&#Bq0b8X8Cf z1cGbOhHl&~cmjdoF2NcJ!5xA_Ah8tj)Omretw?_hbL`(SrW#5vy`Fks`u1LBWDHY8 zu39Sfk0QstP}hzve#+Cth%DVm)t45JvHRn|aqp=(CXI<7vaPkSi>7FE(8js>O_7P? z%UR7cL!i#$SA^E(i1Z`3W*@ri{<^()n&VY7IQp}(q5E36u_#Yd5KP+c|H^bRqvR=$RQ&c&IxMQ%Lky^ij)gIs?<<&b_7yai$^P70#Q5DI>To zNp!A~rp+`n+^a^Z%)-P2`KQfbE>J0rN3Sgv?jO?Z z!&_Fqt0&8w&x^Y?uHUq>6jy4n|J)^4)+?G7U0k+H95pUXBUFgl4NQnA={qNRpk3cC zGaE`q?@kSViN0TGx?yMjlSCT;$vbzMdnhgKL!EVMoh9CANN~N^FRXlz`je5KGQl-O zr1nKx>0m+&}gY0$np8yW>>#D zVZ~>)7)C6*k}gai8*+8GS-sXtIvX!-R7qBCdMeD|gyu#2lGD^OEE92>9f)pgoGni2 zIYrasE`A>8r$^Y)@{>BlF)Y+Q1WiOC6Q%~$eC$FP%v$>uS@yuXVvpjO;q4AWu+q*Z~EEKYyh1hE1Y{qxuRHDR9LHM6c zF8d%pvf_=!K6(MsPHXP_UQMx>!14)JmsH{0k65v~yh0|ykcnD~!%z@UWmUx`U= zAG_p(CO$M8Gx0}bw70t<({Z)eZZNRCa&WS#mbYU9(Yz(xWDHA1HxagBB&;tvrD}8f zLY7U-NZ3aZ)1(2yiL^=bVnWif%QlhNEsR?EeRet3WR9vLSnJiiK7`-@km&ahpklDCgd z(?GVxw5IA0dBZPzPWe4|{|rPq6aJX~csYP)J05h6wr>5I31forA&GH;;=^(b0T?&ZKd2`Xb1A#y*30mpN7ywG=6?u(yO z-UlJxk1wdnTY%a7vs|u;Qspi8wS6 zQK1l;7Xn)J^4(nct5fh{d_NEt&+gC3<@c{JtUJ}s#lx#a1Q-8Q+3qk$Q8E%Ak`=6l zn>DtN+LU}kusymhFv@PiPC_yuLDdn0`RkNQJo#DeUtNzb6s#!;gp8OHoGdxc)%gLo z!E)Aa%!zIkK6e+pJh%m+yELO!9)z9Q^<(2sNGV!>Y}n1Bp!rJr-a&u_NA?KTx*Ny-9`Z#Cq8x>-VbnWYxg7RG;Ud8>uPDK)=}BxtaZa@A1z`U?47Jr zX%eMN|C>J?Y13t^2Kq}a?hoDFjjly0#~;~QaJqvBT-EGi*YQqn06~7WyA3Wuu2k-- zxWz-GBVf3SM<7gZgQgMb{yo?^K=-CC<1@mU2Im$gS?^6->gS5uao6oI^N$XMpJBuJ z1tmjVA_&yf33%g?k{6Bs$6mOvM;!2pZ`pE2a4YRQ$G&W}-bZ zZ_Q1i{e6(8w?TxnzF(rW9Lj}C5XV1ESu#e4#!mTGF=T(+`c7x|;u5O#HU!hA0jC+ywTgZop6)p4=J znW*a?6rB^_AZw(E*Mki zo-L-h4hhX=SKKl|f_?I++SDj@j?4X0Ox-_a1`&4tb^Ji$c=#r`FUWdXh=S}l_m>`; zdOoWT&=XUow&UH(Ov9Wvb+x)wQ|u!vpEY$5FTmELl|J!RPfe46C7issIi-oJl)*&6qCs|?JSv?pf0j~v*>P~k4FnM zc#B~ISa)zjGW1b5b1Av}*m_(y2App?s&S&OjK04pZG@SLfQv5n4{H@? z!8?1~y`e?4e}3<;_r?}o2SNU=-LfuR{GYU2jfTMgR=YKw_L{%JJc4cO1Z*7|;mx`^ zfs4~XZCKkcS7xjF`{H=PKm6O`fz$8d>F%e8yQaPDPN;Rv%;LUugTu8H%q2(vTkEUR zvc@X^f3#c68R_Pu71yXFqDxTsOr|!^#N9ugq{}Tm8Wa_w7jH;AJC~|kH?ygShEC-a z1H*Opf3Z!&)9{dLf$KU8mLu6ii`JJS zzEvTor&GgbDVmc(!}+OWeABKk-n$NXekb>Ra6rAt8+yFlQ>SXZWXXGsO1j%4`6*#; zv5os+`*iJijO(4CVRxu%@gZ$8_zQEYw#!^PAI=L7S${h2+|%O=&D73XSKN~3YxhQW z8LP;`ZXq)>BiF0;7;aSEr4N%s;{L}-Yh7cO+!?VCOKSygMn2ROCn{A|>o02?tD^9k zLVn?2(`)nGG;g;&)oit_R+|?wf6?xOl`L*?e$UcHXfLuH%ol&t{)Kb8`>zq>)VgcP7;^>wh8Szeuw1BW$^pm%^-AP0WG+40s+}F-k7^=;p^vo5bU}8O*BxuO`hUodu;C z+qQ8@4crMp-@K$r!j9CwuySKiO-W;VA$2PG%H_G2RD{oqx`CQ!eH~{()LqYj0QPs~ zLvjcXrG@)&!5F+X{(+$}Skpc6z6$XDq&3;9L_VG2=n6WY*VP4MEv_BitgV@(7xTn0 zABICR-8M~sMb}`~W3PdwHx%vN)xW+sh$3ZHavqH+E9yt}uynus zX8$g^IlauivL_LN0GR<3g~8^d7_8_e0DXy+z}&J{T3L*f5@7sf1^rP{f+%p|Y*L;K z8?Ru57-V>YJgCVpXcsoZGYE#7_`P*qB8mGA&HMyfbhOhD55M5ie#1FG z&f8Nif1w<5=%CH775Fj2%X;U7p>jO7|F+p%2C)vB@f#iuytv52*hpcWHod!`^JwG? zd{HjiGe=e#%6r+F^K6x~J}bAbpJrjS987^N$FFr?8)mzK&iedLgS4I}^g8OXAtbkAg{e$@x7AUdAw^OBv@0` z+Hxagmy);O?3HonD~*0_+AVNbdePRz9N=53yxMR@(eSP{n;-=q&r_dqT3NLC=!?2` z{?{jsJNGLDs3z-%)P?ZFi+^_U@AJ;AGl%gbWdJz5WJb_&_BQXh8Zw#i9irGvMGVNLI*-- zz<}VOMM0BDqk>-WfG-)|>>x1&igQ(uphB|TdByy)Ivutyc?n2VVDkqy*+StNB>fEF z`(xnH6Y0e0H%g%@@ zMDi$@o-3euLj;~M+8zV4jmYrpPWI7n3r^swCfEQ7A&Pnl(7^-1!(IebhBs&sG5CH0 zcy!p{!CYQ|vnwG59}DDtQv?^FOm-N#?`MOG=~=_+@&z~pv(R=`(_+j>x6vLW$s9?1 z5Q&0e9fbp^z+Xga7Wn+q93$o}ZH4iu?+FQoMTjOc11d7a?jtN>!x5ZF^dTt!!On-8 zu!(g9W?)AlaTs}y-f=`dcM%4J1PP)H-`@d`j)Op;E>;N=^Mj3>g{&4oJ`o#90eU}C zJcsE#H#VNe2+7QRZMm(C#xh7Yu@E6uNyK<#urd|s*Hw>}hCHfu3bFOk5G_<%m)imxhbEZ zk(~>kBY3ziAS#gvJ#L#G6@Io<5!57u(Hp7kL)G3w+qIKnFOJKOU z_*+9RAi%u^iDCV7l0mothVSzPg000=VjZxN!-2TrMU^AOFd`77mk+g1eUXG)EYBme ztaP3vDfSHsNwgq6$O2Ff80mE+w+l%!#pPo3&n$6Q5zV|A-|@1>QQ@klAp)HFh8*qF17bh{u!pVreBeM$lI7WMn(7x=%?L5`aOgi_>QIYK z{GS-K0&vRzvA_naiB;N(t)sv{1CSVJd%949j;_1xNS>hGmL$yDp?Llc8Pd*s0Mx4~VXfzljY51s>D zFyW-wbM%v32YP=LS$CcFVmj4FqW+oZX#0wWJRDr?B_b>_;YWqQvM$~Uj*ECnt%FB> zCJQD}1U~|vK>`H)7+`8cNomQda3p)_tWS{1SnOpz&)w2NA*oY!(c?}^=w2#G%o15k zlwE4~F#(~~L}6sjHppK?*g?#V;qxw6pddqM2>6;@gnk=UZNz2GZ~CzqHkmLZ1Cq`l ziF6-0=Mv>QlgH9I)I~TcX^lNaMAor>j+wQfDE!k)F>o@<&%H!|0{;v^VgyXAj+f4+ zWN(RyirL!)G26BDREi5^!qLr(7V>gUY+1%}YVrouHe^{}2?+I;^5SnXq^;_!i?2lWM$&4d8?A>9*gT!i~g`+-it9DE||Zhgd%zqaCEw~su z@iM513>0Y?4-jpyB~~dc#%YdPs=M98C*{%7BiNDkk&;>&u?3xnLU*dAnBZ$edts%9 z+WVt+rt4^H1RM5L;Q1<{ecLLis!ktvIP?hCdQL*$h<)Y^B49S{s5Qxf;fj^xaWSZXrrd;Kkgb z$*h?H8IU+b#&EO0=W{TGK!~DQ(V{cyW4-_hs6Y()K_-^ExJUwwW5jXQncK&(t=clnP3l%Kwejt(U`!l7-x}`;K1=cx)ekShQOaW4o4Zg z0CVz`-<$-LCSSJdsK>PxrV7J0Gs)10hal#G*a!#Ijv2YaB57?B`2B7mf{c?mY~VeN zj0AkfrdN^33NR552#AYfO^q4@(9tn6$T2W*8zc;zK4xw>CJ;0f@&~}HQ}jH|gY(5t&R2BBFfkz4x_u~KZ|?Xh z0Z|$vS)Q4uX zun+}XAaU+`v0d-$IKr|MnhJVQ!)-M0l-{pCk!-ME&D#L(2)ccE$}d1vWLU1v-@#=r z!j0#6o65KH2|s0iH;C)_ZWm4P#F75>Nz+GwieQ$LiHuV~d<1K1#3_KA11JpZ zpBk_45Ud1?HFdR5O+%X|sz(E3Z>DOuH!;) zUKZ6pO$_W&)(Q?)C(tS_EGPi*2B8m8*-*OM>Rm^7H;hg4pmu??kTLX?5slzppEa&x z@QMZ8*@Yt_z17S1+|0ZU%1Da5C6{P;i82cNH85-d{BZ*qG};Sp3XYTW7a;UfhK(%f zuFv5%NK2&BPGlYR?iqkYU`e;5R@|6o)>)!zY)n~7u7#@3Ohi$GeKdt!u9Ha$r<6qK z+%3vrB^J-L$S*9L6x<%w!&5YORPnn$`0hw;A5tL``brwuiw39|YFieltu4*}kQV?# z@2A6$dBa7A?s$l!ef&K~eC86!g%GndID)Z0H=j67mYj)d^{>ng{qM5d0RX@NY!lf5 z3zc*W^l@Zr*fXH4N?yF?8{#*_?R*;H+WoQm_+$rJm;H|DR)Z5v4#UFpI`bb1IS2?} z0t7PQ2+)We_sPXh{1IZj5C~5Clk{3qx^idH2w+JlVK$Dk%~)fM;i!ap-l>p zjPj{PXdTy~6dZ~i;+1~h*ujSDYb5AzqGTWS4CFR}_8pw08$*lICaP))bSh#f)h(YE+Q;;_^S{2U-E2;4U$2fM_;R%lG$YQdKVXMLV-UFTfeX4n<%$CP8Snq?}& zS#Bl*ZYGd178)G_8al23u*ni^|BoAqwE#Pq5SVqYe#NcuVb0Dp-(E_?_tiX@{k#an z2=AbWkvrFgc&6X3SSr6f(Iq}9yBGyDGQa9ymk!&Y(4FBEW;GTStiusU9rB2?a5~~3 zqQbU~SB=16gRJ%CTv%PY!wFEF?E07d)M}H6#ZTJFPjW5?epjTKNS&8d(s)&NCmwl zlu87ZO_Pu)(bMkK=frKBK&AN-pl>T1K$S$I%0a+V5~ z<|LfYdwhbMFPPU6)wz)D{btsEx3SV{<*6D3=fN%r{>SzNw*Y2)BKBWxPX-=qAABry z`QEJE32;V_j7-dr7tw|mU7zRjH!51Pc{~69(#OAqf?WwsCwY8yVD+81=rIoNRhE|qlva4ouJ-l!lg*)g ztN*XACp=6e|8K4*I4%GGa6NJPzi~Y|Bl!Q^^~AUGzqp>D5ci)Q6g`&+F67E?p>0~f zd6J*D&Kve|C%IQjPcB)tv?7 z^j|$s&JKp3Jx|C!|KoX*@*kcja{uXhBK}`JPfC|DPXQ6&y3dcAE4=oMLa);G<3`yq z%;gxXOXwHG$&WIlYSm?RZSG2z(^bN`tE36E^siLP)DCg(`wB%qOUL}Um%W+}oz$Xi zee#BfXQNoH9J(brF~hQ>TTp@y(sN2Jg?5suk33*@-R@@@@SGUB)@~*zU0srYD0a}$!?lD(Rul_+|br-evvpHO-7yv8k~O0dQE@j8Zxm;C*c#i`$(-M z_w#2b9Nx~n^y*t1FV{|UQ43kMU*^oIhPtpTQsdmTuE8Ktqf#K%vWToay8KAexAo8A z1PSWlZ_Em%7KPc$7*hKQ_u};xPZaCH4;iB=^}aEY@TSIu#Haiir~R@<&8uN5{$uQnMu%^62h!H$CwL;0z z*hr=>^cRGIj@Q-|6^)3R?w=@srX^L?Ny6##KhaJov@Ti>$Ff^2t(;w;;G=7(_iCEO^t7DMT`R z0^_}lGuQ;T5qWO@+LW*@R_L``+P1pl7dJxg*-xB6vSSZ>G8?ZzVkwic@5b#TJ$GE( z3^jaUV#Trr!@DvViS>ugR0RL49x3Pjn(^t1Xl~X0)nZZTBA;z*z1xkA^W^fO(w0F_ zX+$vU$!~@M`&QInM6B~|KZO~kMO#oyVD9!xBNp?@sbh$)19-s>%U|*A4{+Qnu==Gl zxVjpQUN}Sb0JGn=O&kaX+w$7GY7^ui8q?=aarDhsTZh>@eO)Je+I~hEX4{+OhQkj; zN~N4I)xmgY(t?bk8JJUuxYO?aeLfqf{JwA1%2NC{7ZlfB-)J4kodSVUij;XtuUg-Rg>G@k5Dt-QuBL)0I7!SO9Mf$5Ml81e)CeO*>m zNd|*FBG;Vo(`m(clRJ*FZf4y96f0-31d*e)*F4E>0+0WY^nLXjDn`E5p?IUsy%gZ) zWDL=A>-Ua?llQXvN+!0vclZRnOYG;hx5)+($VxCalKcBCi>785cQ_T^vHJH6-r%5q z!PT;jzD6|q!S*ZSXerElb0c|*M?ZN_d04Pb3YM=3%oLyOh{L^x=;Xv3o&T(We6(LRB9i}QK zcF9u4y4k#uG{F`ryutEtBXWJ`iXYROe02KLxal(ab5K{noI1dYxvfc)f<(gefl7w= zOP}aMMXKk;h}!wB$upb!qIL|4D6Nxa#M|rj3R8nz_Wc~KE>uxEULC+G`WBxIwD)LYdVh#Q+)%;EcHXSKS>o+qey3WM#-$i)am*{9K&xF&qqBUdM{gs zZSLifq6ZVg9eH5`pILO**M(!trX(3^&Qu;an<;!;G*00UFB`jsMi3i_D4J z1xcCm2b{mygpYG?8WdzoLU(O}H%ep(MnLWhkGiXq#w#PvWrL7bYHYgNk7j9iH|yXb zC{iL&a(sNC*-*#Tar${NA7^aqa%KaSiut+H)+@6gCY5fc&(?!B)};X_f(g$78Dd+I zCyE)oZl3$fZB32p^qp2DXi{)&;LTxkN7_m&mf=V5^%Ue(ra%)q2^u(-KhvNSRdqWy z<<}u-E_grAk#;^reqI8_24!QWabCQ(P3+n4B4DbY{8)+OiVxz%{ml2xIGHo3#6SK; zG$cMavu|;xb!cB6#r}cqw7^ZX<;JmFIQ2)gt`tp`V+c(rQMmlN#uuR_a}b5~GU6

S;{oAt8BDTyU1H{NbE49yN zC3JoN2g2LMwVYagB(}u)Iljnr&m6r7P?NCALzc(_-K=qgm1UB$XuN`2J~cm{U_lqz`CVUEJj)5 zt-B1-8fkf1SXXdx&ewhAO#1G$Jay+x_wFZ59cW!IM>~1?>(8Kn`w;@oOv~;y&$CfU z>0+*`=l6gGQU&`7#d+9Q0BNA&TO`lPk#-gxT${359Eoj z-iPS*lA?uJ4L{bG7_LOfx6QNrL*=f<>3kbUGFH#GN1#%&c#+*$B?R4rrccLXBw#}p=M2@Ds2zQ^xRaw zMN6%P|M)wYnPhbN6)o(b&V3(Ha*hw%dT#@{xoE$W-v-%km^e_x*~$5(yk5G4o`1dxK-5wrS!$eKu-nBnE*utt2HhkMc$juQNo3IB{N1w#61&;V`CTHkpRkXT$pgdjXD2u#7Y3;A7I=njP!wl zVCXZYQCt4XL1v{la35hYu23XN(5Pb~Z!NzIfs8}*m1^MvW_D4%aX?{^F-qMq<+Xq{ z7AS)5pQDV`T=~JTMQ{*A$TcP;T^6DAnauEmM<2z4xS?#3Dhz!Z7yq-b1K)22MOwQ< zfGn_<^5!W!qx}2isRPDRkAU5xBFoRC8PD-yWQG(kQLP^XflOD-UJRv>nHTA|rbK^gdsx z5`~l_aH8vCX3g^I=|m|uG5+QYm*j|@CX1p_Le&Di0091S5I5XLD=TrM+jbt zRy@m~Hn~I1YZ=|K7FOrWTKdAQ3JsMiJ#xm^2%no-^}AatsmcX@+~Q9&U=4#sl0VOM zfUiB;K1w1x{sMM@nTEhieK2pxHgIyb&EP_Yq6~Zr{#}rdpvXjA)$AZ^V<3ZQ(JB5f zAmKVt@wTt)F6dzM84%qCQI-$&e{y(*FX)mctIxP4t7eQbe3y(C|C(xsWKg?k;CqeK zOEpkVbBPtT8bvl#;Z_-sAG%_zgZ&FQdgK{iGbk}MLh;(or0mM8nPaTQN{Os#4F5au zD+v79=hPKhK_5TCR3vgFJ}?{h61+~Boz;UQP_E- z;GAb0La~}d{Wf$h2&L$anHe&1YFl)3Ps9=l28M4NGLay?(`M8zge)l{06%0FuQDZS zgNg2C|65KPYPt&(Cy>Af)%IrbfVO}h&<%9j7jO!}6XvuRCJ;P(22#QVD6AI)Alvv_ zQ>5Yo2&Swj1M0? zu7m?aQqgY36{{qx|l{xb?#%e%owCL#zxfE;RF9%eJ@*AB4s29PA9w4qEK znktEjcCGHCbQ|>2f(SNano`^-j8 z;)GAyLU|BMEf6u?sS+}?T2&@G#}5t!NOEQ1)V8;6mingWF#Iq48HEwaP%t++o^a*r zE&k58k;EOwVj0+@o|!*>PTF>keHnM#cOqem=h?&kgtHuXfT&6|Hxf3(g2&*Fmp)Rp%6^voaHKl zYUO9NUd@=QXqCzX>#b?p%(Y4Qr(mTv1Tt^&E&DdtvB^@!;Tay@8g&-A=`3q~Vuxoy zcqVCfqv3;TjAi^J&P&XWUc2{;anb|Ml+Ym11Y@!GGee{(GyuLBC$(4>a+Ew()UM)R zfFHFBKPW858vlAgwcy>SqIr7^Q}uY4WUp6a?OJrZf(aDNb`6F4PSH}NBm;}uMI10e z5Y56%gfSeM+rD3?_y=trPOH*lEl&NP?SOxSk~za98B0Bmj|Eb)QCyvFx@ zUKJ7GW&+cz98Lbh2jg(LN^jAj(clZyyO{{O1t3MrQ$;GjprLCAs&xUmjglny)Lt@g zV6;$VIpm^Ak%t!yk})F&1@B{w=d{tVDmmMV6XzEhHMv4Q)LSQ144VVqEDUf zbclJ~4=*@Wmef`(+kt*yq)1QL+w!+jiHd&#eq3wnYdk8gtzv-DBBw#<%;0YxADYLay(aK? z{4~iWDUcbqyuL(G5m8qFC-H?4s5$Dx(j~KtqYr`Ed`OqDX^mIcdjhDa3KB!$_3W-?Y8`fvmG$xItci_Uz zi0`13n9xnxeB-cW3QhMu@|S+-s>?S~IJ0D@-?8Of`uJdT=C^cYrlv^M%hfkB&+!{4 zII=z(7K_DizVlXZ0>xyrz|xz*UwewP+GYOz<3JR#m`F5Qd=XAMk@bK`c^FNj_!mS+ z*253##ZHX8+o>rF*?g};Qlr#9J?=qbpsilvq&^i?dM8TweoNA%zlWMbJ>i3T8HXZE zie-f02BXk{u_>+bhJ()1#5)$47-8B=Ja#ZAj+osB*lURtMFmp^01*j9Q2=!10`|z{ z>|0)7B!;#0W4Ca+E~^f*KeNyCnjUH*2<^fIB=G~z(*6Q^0D0w*q<%7-x%257w_HS4 zsZI=$VE4k$2H765obRU!SwVt{T`2k(37$F>#c?$4){@wQDM1G0x%cQO)aW$i*pZp;4HrB{bKRC( zh3JZy)cCMaZzAZ#fJU9fPmP}T7tm9qBPRTuXhD&a@r{(ykGCq-D9G}A+Q!t-(wH*A zR4^cB^Z`S7XEaK@wwzDZ3pjRzFaq`Dz>t%=mZG-k9nD3pv!Q`AEE?p9L(&LsxU{NA z?Mnh7db`c2HMBzeUucCK=Qi$TRkx00%9vE-*b(NR8|LtHiglSeBr(23purl&NiI0S zxcenSJ~$$CKMN>)ECJ31g9VS;GzO^@@YAlG(~A8&=t)XzX^Ld$WxL^UD$t38OD_wz zadsPecH>KYRktKK0%xUJnY|Q62*TngT41j^wC`4rNF{cvbl%l^RSZ^h+MG7k#Ekfv z{6~^TVR$3aVd7H4Re3q{5;za;L1YL}`sNi-^DS>NU-JwAu$cgDeU`9pMs}{KJua{A45A4$@hhq#wYd1ZwtGedmYBzv@i9gXnX7y z!%&7^33|PeT?fNtSy7l!fu>Zyc~|+)cElJs<`b<8p&PX4$G~(`?a}b)5gn}loP%(J zbpp0u;9^#wUHLCqk1@l~CXCoF^M81TKd*9x2n;WwChJfnA$W8QKoV>+8I4j`jUtW5 zlVJocNaDkov^I0k%7VfYhXKHCWeAg?u8L!u^z4^PWadIl3gD+7HJXwr3_V%uH*bIJ zw?Gdo%m!n4vOrOXHv!=i3W8$cCqk5BS3BZy4Z! zg#j)EfN}QQ#+e{Z-%WFB+^G6I79&D=Le#j}YWjM>zdH)}+)-Ul2m~+?0`0=m-bO=? zm-?mm#y4c3GHOhF+Tdphkxo!<*cVvEwL+V7L5UK}%33y!cv@lRb1OFSPe%}w@YAghjwrK{RSdHuY)!x%v!PTGnOQ?+K(-yF5HEmM)A!g|4v zlhftnNKrM34(|jCjQ^Df1QCmH+Kapwx_bsvBJWXIFO-Rr^Vr3WEhGC?)sW-lSyjir z+?YB<=egvBDdrR&L={5PV_dc4LF19CI-TxY4tVfx?LgE3Fa?jf#EL5y{Flf>KFK0* zqwvTk;CV51P%C}*2H+52n!ON?wwZ&erc&OY|_%4sKTJa=jWv3 zUq_0Nr;4ao{0s0SV9}c@#H5X(FkC7x#zB2nTWU;-@C|_~tA$-*X(}V>ot&_b8nCC> zr9m;C7U!ZOab7gwdmjt{MF!R@M=ApZjef! zvjE|xek^s>`*wB4Yyf|lNOxgJ1E^5PE$;D(?p=< zx{k`zmZ>PQlM6bPs>`mUW|n@#U+1Wv*db@IC!u};cl5b2ghjgzQUrL`qCh-;0XNQ~ z^H>ZBt2qQMIks5)=V3V~Y#-AF_IpkxqsRK6!K?G=H%3V>)DYvebqK@h!;y(KSnt63 ztV%b6-<`+#Q5oZE(MlamWrc6lw)|ejleb$>2FPx~eK?R5BY>&2p|ICA(rkr`9|xHLkrf_4+!YhN9(^tlW`qhCLR>7bW-g<=we>Uc~{X@S>vig z+!B_L8KN9Gup6V%`YJvGJ{!6FATuyVLLhK4mzd(6VE>O2xR_3Oh7}adJG=OEO;{ix zjp8>jg?C`6myG;Z!1RR$%&_venV-ld^0>c819>;#38s`tB(h4REm%&!To;FvNYDp> z(E6Rw(9!6U`00EVB@iSaxe$m^8z*~V{@_57V7WTIMv5R~CG4mf)K6T>iH;vuQlhee z9E%nIs4vL9W4H8@gMq>ehfZZJ3_}8f^HRJ>!c1T2vIi-Siot`CVYpenlxVBwm(=SZ z5MDnW9RU@2^xCl{K}|)}4QijS6goY5bhPj?2j#)M;5()yn5+s!|9ocv9y$hn5`jEtQo!%uK-WBKD*=$LKeYtSvl1NRj0gl-Byv@r`L;`<>0c&S%a3 zugZ~8fkI| zZtomR6ZuM1Z71l@!MJVxmFrLES+mDIL$*SvslLbUvsRnWvmEPpBEqqXN|SrzgBcqd zlT8tMv!A3kzRjMD4rXheagyYvEVLM$VmAI1{_JeuZ0?1XN&I?Mk9B>|T1XVJuCVB_ z4_rrRs-Mz2Qq(PE^W%5n&P!6h$M`yZPcBh8Yf>HA(pGxcD@BjSmfwLZY`R`vF#C$q zdD`vSVazh#<}+7ezv=M|cV=(*&nkcBmQ>4ZAG|`QZNsPUdwdcNUvC%qJhU3{^mN^A zUmF_6J(3(>d3a5FFOOJz+z9fWEbsB{9afrw7jm0zANBLBblGtPzrFQQ5_)RU_JW6f z9s+$N%d>BHIlXGUGj-gn;|q1F`PHzZ`XPUljOlG4B&tRAM=QfTK*9V%Ba$Ix-cuoR zeo+-d9U8Ier@e?`ByoQ-b?REY@5}= z5D%+{$E`hK1Kd`tDEZ^KL6^y~tJvYr%?lLr<&zHZ`-WB1w;4ID)if_FPUP#fNOy*j zdoxB^T;6%l_R2jjhm!K~UF_db<^e?+%ciSBGqe|oPa@Ary)y<}3m)y8!+uV-&kB>@ zg@~|c%HbNfT7DiJw7wdz75s$RTpez+pekxzkX<{bcHlIf9O|uqH;hLw8_{Fo7qPxYqy+WRB?_I02UPD#)NsEhBo4`L+ z3X@l;=r+-73HJWFI4R2aNp)UmjB7&=6?i#}JaH=YI3MEjGX%1ovhZ=^RlEfZQ@aPV zMPK|GMPWPj)Y-j2j_Nsi5_Qc-U7M&LoVjU@?C0ljGu<))Ra5OQNO@DRO^LSKr z)TKiiR?B0{@Q>Z)9junePnlI^cx2BaruTltPj#!b;S-TUE|AsIC71OTuQ}FFrL9M% z96my#JKm+8*o~Peyw$+PmXhMTVQSsbzqLHf%TOllUpVRQ-s0)s9!+!4-Qo>Tb%*?3 z(XLpaAWnI$Q$datIt~8PtuHZz@h(mH-BE=fFM8uJf^81sn1`8N8qyqJ+$E^Ypd@2J2`E3WD{(|_cU?}^wJw^mcL+Pf}fE*i($+)6K#oV#L@ zFV%dy!Fv3!LsxWhtTj?AIC-2}0g1u4W+G@Z!ih z6;kUsjgYLP>G3E_Tyff?Bw%n0f!EdH<@Ca+PokJ-Xh0prZLsH*WI@SkkYNI}gx;|` zHT)3Tal4(BJbSWQox2$le05~n5K=cj^0e$VX1!`mxri)^i}iWs*KIO23$KZ3CU{gk zw1RifLqKx$f3M>a0nRy`u6Ss~kEp*71@ zB|FpWU`-4+6I-)PdRxRN^<2y&J=p8qt6@7{IQYYe7xB&gaLMaY{zkgwho8^J6-XE3 z64!<;&%W@bXHN#~+Dv(MCn-Iit9N%4(M^dLQy;}wSMIJJ56`*14kzK@jJGRh-J!WT zG;)PD124~wN`FwhT zLB*h;t;_E}f}*XY*AAWuh3>*n$)bYntF50&M^|%C2r#cMq)Rf|u;ORXP^$Sxl5itE zsWuGRwrBSucSLh0LkHtZ5;79Xq=n?f-K}fjE#D@N9y{&3>`}F*7{UrIt(b)uii9nl z@%VT&B^z>oK4z|X@wk{feD>*h*M}R&%71f|txP*3m1p_)SZ>hlo|AX_@$1Pg|Jpl+ z6ncg#XnSKVLdUZIOt0C6DJ6zWpk}lIQ(I1B_&WO_r4C=!O4h7(q54C2=ZU4Ggy99H zSK2^vgYVD~J&My>@uc1CskXu8`T6SnNGj{QfJm1Pz0-q{NK23m^K zo1Dq!rP70R7QW-%iZpy!b!e)0j%A2Pj5~WfkEyV#NuB3xz0<>6drh10x|2*R?(04K zYQjD=%P-j8b5&b+PEOuU#CevlQx@Hv<0_;dvahl)kY;O?o6x?q>eZT^t$W=hnb+*I z+p(iHo@oEnoR~54^I-wJc0#D6CEn9M+`}Hp5@g} z6HSZ!mDIrslr!@9G4p7!;VdaRcVtE3t%FifNeVW~(f^?BErastwnbgs-CcsaLvRZo z+$Fd>1b0bDaEIUocXyZI?($*@?(TM)eCw{Y_qpfnx_|DEw`x{(H$8jy?5<`!;~6u; zf)drb0=vR{6lO-CbDAVw>UlDO)Sq1>K4|%?el0n$!Y>U>^1|DF|Q#Nks%Q@+?;LkR8hy#4N0Jn=B=90y^#tG{J~>+R2LNy%fSZZP#QPx^q~D{eKd) z;5lFK6iRg{MzF?mD(Z!*XNqoYe-g|KjXapPM_BXM{(6w&cN0j5JaACU&7#W*pwOBx z&Ge5v(VIJL$Dbc>sz$O=D!XusJh?hzv&=m73ox>?ZM|5mxylySZuPnrFyO`QK|-p| zGRv?*Xg~U-Q&Vm9pgm{4sRn22u~W%W92-flQp&VB&@+Ah5!tpVxS`v~fT6@GF40dC zhf8r&dy`6MMn`$lgt{rkxyTbA%7WjgMvzwFvFKg@JPM93bAyTRv857hjitEBcQ2cV zap)Tr?B-olWfN88WC>lwHnlwqiC7dv(P|~KMt=qb0?se(E>Jz@?rE!*B-Yyt%gTc< zaU>!JO3fRKPu45)U)E*<3s=E74&ZGM5<|v^mjXDr3zqCnI^*P}Js_qgXT^`W@V)Sn z*0fst4ao`#d5VQYOd>6ZB=WvA8wxhc(Jimp6bqJK=BU@ zw}%xL-utfWssK8-haWMh>+6mBI%XFsbDPQC^zg{3&Oj+adrGa$Yl9SBWh}SD_4G$ft3+@h%;6B$(e@D5tTuex zN6MWM0;z`4A!x}638^(~@&>YuM?ABu_6sL@t=Gt@(Ih66 z8#@`QUPGu znb}dpc-$J&7No^w<>R|*w#Htty)JzP9O@(e-fX%rnG#x=gCtIaU_Z1CKS$|^ZY^3b znIS-v__5+s_jH-9kkx4Xf;Y1;xBJ7fHH#l6<=*{{DZwJ)9@aO9w|OA>Jud>3JgTmT4dtT1Ug1TQ$zs0f*ZoL+}kH|kq44+LJc4K zP{}zSkD?$h)si9m(J4j{vqP0djFoe4r6Hw#cxq6~Y_)`Q*B)#LjM65?Y+Q+B`?_9?RCP zSR1wrr|e+MabrEd&M66Qpuo@OX}msE@Cbl=1~2`nIRbT|n21*C^U}P#vE^m4(}BgqO{Q$iL(MM(4ogu^AF6vN_$X0im^A{wfkl zG{z7+(1U~@WUfg4$VJc%TqXur2%gz)#4I!766f`Jt$WYOTosKW#k)!}5+r^{e5g6r zb^*^NiA6JfFoNV&6GImFNs2SD8ud(QK0FIpS=E3tcu$NYN_pQ}(U>s^H+G{%GQ&ZF zVkZokeMpW?^4k;#PVn!o0s-cyl)?e>G5E!I|0k+$~&1N|i#*jt>4mn@!fV?k@i9w1pin1#I#^^FK(|_DmPI*K%v`%`;=bPgrrpoo^p!72NptRwc7C8wI#qcbT<<$Pyy4uqAKTw=pC9SP z7(<`iX8ZL>$b$NTh!bXX7>feGk{kejjmvm13h5fqyM<{xQc~pbO9xq({csHqQ-6k!B!BOY!N?)6aJ8;h= z_@z35M2N?>g&Xc&TuqB}mzN2(_MPUzMgp&3frXdPewme<%;|-t{8>Kr>D?obH&c`D z74`-r0dlogj=M0GX-967rjo zm2J0t%{Z5To!4KIjs__dTwbhdw>_Na-J3mHU2;VW+4-e(Uc1flh`(+g+t^Z#@{s01 zvW&UM8XQ?Y8VL$V7v6_!&op#CY*V~m-fkNBKf8Vix8>n?oMUesht<`}wiKTgEshyp z&JD9{FSWbKx8i2%rm;b)eu>W0Q(g*4?IfBzKjF?1TbR6ei^u$avtLgv3(*_B9fHKg z7_7NMLX}0 zj%iy4v~8fH-vXu=`+v}}-T-@0h6faM^hfk)B<-CRURV-Dda-@E%JK^Wq!2Bwl22s_ z>R;6QhjqqO+f4&=z{Ed!U=CT*AEKYZc^rR?nxCYnr2$;gyYIXEbrJZK8UR?l8Ij^n z&&C#d=VRLA^C5av>I#lQMLU~lXRqw!dm^?_4HGH+L+G7!Jo6N{MfCFLGRwg?ss`-N z=ko#ajTld5{B67=oq|l_o!FoLR+La)K9@(2O!o_`TPN38#Ia#|O5~@pvS9#RK75DL z(X7|E2BJQj;B9So3-!fH5Vg-%$~k(K=NDHocu^gJ#M6@B$lFHJD;9pnWs#`3weirI7_} zIf8{EQ*TAg>e$p_h|~Z&CEIJ`U)TaeX>KZFENPfT8fTftjadyAHw9!D(C`~UrjmX3 z>uBb7?vec4aqzc*{{I%)SDUL3lhme1up^=+Y-h37HFmBJqdq`jfHd2e7b}#hjVLbS zMo;*xj^8gW^5?il4VLQ~IpS~NQ(pGo>^JK-eSC0AZ$J`P)BpId(cxz&t2X%%1Gb%A zQ7{^tM8Qn~f${2sPAT%87j4=Kx9zRdz*s;^m;I$yAo#Zi9RvoyVaj8{md>Z-pBG?* zubS90OL5nNU$jaP?1(eykn@T%Y=*7xwFu1)da6qHP&DwZDZI8>HLEz+w0Vs`O9%YI zYhVIla?7KGVf`JRpI*&>Q)PB2>`jIKxEaLa5HlfK#zX$5ptwMu7K!KXcER*5PuGtCf_$-a$I zFa)KasmLFxMWU*rnhWvZ?)bM`7Ftk(_k)U%V4h5X-`!iE)N?69JR!1F>x=b#z+Y5IeQ!3 zF~pD7i$p327~%7~CG`F8v7us)cmjUGLN@2H$G)BF8?b2+4lmrf=TY&r60a0vQ{WA`sSkB0ZV2aPY&zl*QchF+|n)s4;lgE>gCP+|YN< z_b!!`(4lYL|39YHK)t1ltW~R4H&pdZw1u+X=uNN5vw zP(odBM>+nIg#BU`#33#XaQvdd%9?pGW`3I~S(v!z3v`P%2gSuI(RGS+gSQM8x^r~A zl;|$F`=R=UiZMl$Y*#cP_IIT4int;{^V=&6WfO2z0UzG>gg-|IHaQ7FWcWY<#6LE= zE5Pgo`S7O5MO)pqHeAt_*yYO?I^Ggn>4f2+{ICiav%{Py^|1LojL3#;L_r8rQAOEp z&X+Mo9k3yA@VJ5>VV}%*T>-e-830vIqXlS(q!t*Z%6Eg8|0LC*Yf#!Kn|+3%_7f;R z=O-bpei^#^ju1t58C!rx`0tk_)YrG<149~8(ccuRTW_gaJPmMLBZlv&CS~)B!oXb1 z5$l-mpxEd>y=P5?gp;V6S3fc#N32#;H~AGEK&`hUp~Og?-+xM;ST)7%k&G-i;{PT3 zC_0*xfr+uyilGmu-SmylD*cPjf>VasE8=mp!Nmod3W)q!i3i7MFyK`2?tn>9RRA7{ ze{LXfg}=ZuQk-AxWFTPm5S0)VN z-TD}1epw)pe8lNFiZ6{6fCC_5IvwN*@?mw0Nb$FP2yn`NzT9OO*hw{=7)E7u*8O5>GpOph++7<&*v5{9OdZ}&+jO-~SlOc~rk(TLCtco!g% zcH?^kmFSxN585z=YSzIpEPNFx2Vn&Naz|;8Ul9>NZVjw$1bI0->Adx29G1W|VKmgU z3%t(KW)M;{=TZ0t;@^Cqt=tWC3J=pi9=}}vyfwl+-stRJ7`;05EVmYvO8*=mwfb_+ zP1!}TR2deQgwbKla7&Sk1bB(`lWwF_1SI$Hh1an1>pXuXFw1HEDDk@VRH@!mGWnQx zV%tX8voqB4>=4lc`B!gRW+*X!%p!UMDIei7CO3hMom)9{%oQ}Hg5al61GV`b0d}~4 zg122ifDL^C3&j>;cM>t?2Y+iwh`b@%1nC8J<$m^9S?Cnml$LpzxQc8z?AJm6MmDkH zY(r&pn{bJ((&0TslL6Xu8%D1|e4Ri5RjY-}Q+E)3w)=qDW=giiLdK>b?g!fV0%TzD zlJVt8Rv6^=7a2h6Hxo^6%frQ`Jq2)Psp^R8Hllt~!ufD{+~`4QnapDxQKOKMMcWyy z;zvP4qiI4(qse`z$K2&nm_geKDJy{gU2nX#00M8y_i@e_oYmsqB~xBu$~Wf`Mdmg# z-Cbp$O(eoSp*JYudOrMwpKM@)bC*ijsm$@zH4f!vH2s458*@P8xURBa&J&8vePp_- z^b{VOQ4!tg?N8{K=MHfdzq0$P{7fBaG5GImmAeBDsm=$o4(adxfHTP6M*0})MLHU; zfJCTIA3S!u!%q0~Oz8@S9F~co5&qmBFP*BwIIqcavv>0qOER{cX1lBpS_CE#i{3&j z@ji?aRw{Epp$wgV7U3PAfq{a*T&X-UIqYc|jc1Z)AbdN8+--BLYZjpqVGn_#97y+Ust*TiSvLNMV`iIsd_ugovCZGQ9K&P7DG{dLa30b7t_xG#B!h{L%$8o0n z-z1}WiDEW!X)TAl2wg>n(Aq5~P?x&Loy_#d??Ny5S+{W|HT;YsuKaP*hh#wFXa}Cs znWRZKHaf%3w)$P_AdFo?+Ui{ zz?!vPf||lw~FeOiikGA^D@P0)*gg z$-^WVA)cLDO8s|9wX7mw%zY^=+yXN=TK7_@j_uY?Ip%|pZiy4t2O1P`2G(Lsxj?6G zq_M#_KBS)I5l~*hpwq7MIGf|*QPhS@nt`Z7Qy0w9R^3JHvz+FcCy7k7li0f_ zE&j4ZZG;>mhn@2Mmj5WJa0I~_bRrJx*;+~0RY*Czojt7$yA6V5{`D$bG~%aD3e$6R z3vCl=dmH-CDU5MhDUP}h4I}K6De~~36z+#9Ke@OK&1zl>3`fBUs&Awm>;U0L9;wI@ry61ue$%W@n=e@!Xt9TQe`;Yzw zVcvC3Ei%zk30cLT1pqCWXXT-FrR9+0<%$JYozL33fjj!ub*44yeEjyer;AsrLbU!1 zQDy3mt3bN~13_n-pT9mydsuSy`_mY;0vF)kS@Iwg(=oT;)(8XBayUewQOAg1< zmf>h07k=gW`uoE+oi-Z?pj4^2;*5)-|c`I49lF4EH=(f2q`zXWO_OJMQeDy=PiE zynQHmZpi@MoVePrwaz$9FPTk5)yaFW-?b_%HRuz$Fnhmby1n>TKS1a|GlJip@Cl z2T7;e<&BAia;P2Hl6yA92tiU!I?~O`VU#CJMpI2|?y5g*@3{^ojo==#{Fkc#=fRx8 zqYYHI)%)vN%oTV1rSgJ6)qj@iPnW2SBd_gGZ0+kV!JylkKO||){+@i%3%x9al=1xA zHLIL1&!(5G_ig%;3=5~j-<(@cT?MlWI@?HSYfnEm{Rf@u{&#drLkXbM`8RaB_TSKH z!e4Ys{0}BKw@p}>v1TF|N5w*iNW9f$RT()pN&pS69Y{xaM0r4#f{;Vl-+ec zzgQ;ttyGIYxNSFJ-k$WD%Y1&eV+p?p-SgglCbnOM=BoNhymVt{Hs)}$s6*@R`}`v6 z%@q^P|9i7%;M-o0LuG;Jz&FbRW}Ty3$?&;`D!g8|s-{!dk#EYR*f{R+Yz&sJ7nbz{ z2+Nd5+=y+7C?cor-L4pCX)YSJSb@6X-F6bc3j{m!Q`TQRCMH|&rLv?vo0t|h8 zmQ~>GO24})N%GU?F(pnXdHXTkT7000EQ?)K$Mvm4dd@z+{(mqk<$uGdU&5i9K5}&R zEull|Asx|lQIU2Y@D00Wq&6jgo+p;$+2f|qxpY~`b$gA*hU6K$HRzA3BPSJ%`uCNm}T48 z_3Za9MuBIkwZH$BszAHUf>f4faTHHsIE&Wx1?iS>>MPnS+ta`W>43k$E4)16+*6?y zyu7OAve*n>)AfZ$XJ=u?cH}P43!N^NL4E0AiZ<0@Z*xN!_#ro3GnVc$~fXq5vH zk`)));%J=an=Ak53r2w$P7*hlcnc=fn@O~oe?;Tdzg`@JO0V1^UvIs-*?HT2*Ex3{ z$0ruPZ}p`Yaw9(6j92bjBp2@IlEUq|5_N%6da9x57ex!f4JBE(I7OmwNS`^upeVr3 zl_nrfqfbGXGq(_gZc9h@uZ5^j$xQ0i-)}neO9qxz z%trK4uM30^AGQ?MqnBcecaCA!pO=>3FIO&px29V474;frUcYy>mCxd)-^sjqb^PtV ze-Ir>H3j8U-u9$Gp*8oNG|Rv$+BDn!GA;x^?(=LxsM{WCY0##*i$T(BQ;NYvn!|l% z8lWOKgoPTd9y{~t9!|RHKkm8!i-5ShI$hqZmWJ2X-siM0j=8XQH|Dd5t7cfDtu{SE z+3y5YmD}f$6$J!mb`gp81O)u3C&h5KLEw$gBr4vwyQ`;clBPOz~vvI z22sV$yD%ps44!NFLfD^r=M^W9(&!-wuS(*QW!b59xgI| z!Wu5dTBip)<{u&uNRff)33He+$GHbzhA_UHKG~ME!fb*ju-{Piaf1+97xqYei)|wm z@2SewaLOhFRtew6T?ouBsRBy$$2G zt`o~>HjPr)wg`VX7O!G(9-SPSVocVWck7HSimXNTXs+Qm0a4Xy1jlAPE~E?z#^B|p zL**$H)a-QfjJ_IZJZ=d2{5HJ|G1xAnXPyvE1#dPj$JRX#2ko$}r9s5clYB5p%{!1b zmr=_qha_NJ(5uw6sBl#ya53ycHrVo?B+3^A0(Q+XT{5A|q(f4$hA+5A$QQTaS4OQ5 z^>FgTu#mkVEMhM(W6oJeb2gO4hqt@h5%~qc3?k(+hI>9BbI`>oZRcze%(2>;>un5y ztRbKx`2_-}J`||;2_&WyazZ_=*=Y<8U#8(*K@lLE2FrfNb(?~gylk)eV3IG}%V={V z#9W^Od{e_DdDrO;+RocOLzx%ItLEn%hfr+7?n5Ax6!`|2zeDl>6a2gG2uyLSZIXAh!HKqrCXr&1 zRg+2mlV$SKz9!HpL!yMxak^EC+r)r9CUZK%E#_S`YcQm7@xxP0WDaSJi*9B^=PqlT z#?Z`eux(sttU1|7>!@4-YS~AI!f%2QgmYyHAknj` z5k3(&tmLK<9ezNkaj+0eDi|~F36x7wV{RR7G}3hVCS^#IqN$?sQ3p9qa#?41rbwB- zH>rl&!hVc?*WD9BtkDNQGb2)Tp03l&flWA&WG9cyB2^pVt6qdq%vv|6G0hTf{4NDD zrX&g>Z)z-Y#Rap5JjG%C#OFzdftNn!o#LI)7(orU4%iZ?Oo$&w_-SzZsH*S+-tr{S zHx9lN)+S@bm)yO{xIDY+ZPuGhCs(I?r1G%QC22%~KAgfViVh_%zAl+K!UlTJcMh7k z!dZG;-XH&iRwiFvu2lsDWq0SUmCNoOo}6ZumZmhrb9oJXtKWx7S*d!{&u`}l zwQOZYr;-pq6E*LjKet%Qv)*36Q}-WLCP3XB`VU$m=iFBQC4yP!r^ zzSYBb6$USTJw0>H<~geKqEuk!g8d&h0$Qt0bwz-VMU zMX$v`xFM0E0iCXq?v>iyE?7(Zwsx8G#ww4+)JzuO+l(89Za9vsIj${?ZHhaTKe=e~ zN?b68O5%hsFX}H~kXNgn zsDN92I8w1*>+3szJ@nMpv3K_jRMK8`h<=?z8aA_Oe|^4#er1YAdR_Sl&wV;FbH5#t zHo7dD^$aDT)mZ+r>vpH#g?mi&Tw={~bg2&lr5osF^v&E0t6rz>zFW86L%z^^oVfSw zh-!T^n0+qhoMBi_K~m!D%`Lu6kj!HR-5G>!_VXWJj&Vn@9|}HY`}D3$wzqFwSo=9~ z8MGO6jJnK!cvfe@wFB|%$Q0uqcghp>t}inX?pGg~#*UA;Tbv&Z#P1{@7mh6mJk;Hr zz08Bu*O8v18!M|5S=W7HP}(@xCH$%jkH1|%31sfDn9GA+4w9pvCf1|rG@%|N15}v-Vau|`5PUlEN}2f8;kwwW^US>5Cuna?{W@@K$7yFq+3BCC`hW{yOblq0bG!v z)#rbfDi5gfYkq~8^opDkMNh>`XhC51(v5SY&dWBg8tzM71QB%GT}FLG`N3WkEb*HH zQ1}dYVuOaJo+M$O^O1GIm6 zY~=q3k8MSh5iVRQhJlQ;iV~{Cw#=6dQt95Z`%uOE%(P^=Wbnk6{X-s6K#nz390W5A8TAEWkExO+e;R_Hj14=%sHZZ?M_^FYkElowlT45ErwUe9+FeI=h z;mPokV=TRT;4r?VccYZ8&U6D8^kz-?U$>yQ+$1GfUk$f09s3zJY< z$;~3qVtp@SBb&Rv0@hUuD=8brB|3-L6{Y9sy%aK7>R&HI?9RpK7lTM*ym$ONn*YIo zNVT^6P8HXi?W=A~o6DwzAD)MR`g2FyK)c+;${N;Hdw)8Wz~vYc%0voC3Ew?nlCN<@ z6LNmQlLts7o(MTmhU^uOLrFv z3{Oq%`B_Y>W;Zgdf%Q&<;tXAadCyEjxnu97AaBf^=)c|!1@aRaPqX8g@IY3c?`PKk@ zL;Egv8W0wQ0u(mEX~~AQI<^{TN`HC<1Q=F!c11hWLCw%A!AMI`n2#e&$#6tfsa+j= zOz%tkDZM?jhiQ$+m&$4V-GrYg009E(*5)(TxwWZpwE@oITlDxB;PyPh1wgg`9R1c# zAtTHV#ItXPdZZ>XnNgVu5Jms#(@Zx7&||>uJN@<60Ng%Oz=eKKUlbNHJiVVy@gqop zH$Q`pX@tQ*4I5@NzLXYUf<6OcGvnR-A4)k`1K=4em? zTFc*^Eh!5$F zjOyl?LzH-lO$0+g{c)^yg*MWd@T9zXXXxKx$Z*}=%5d|2#xemwmCrp9{W%r4<1J_o zn7{vs#{}d)l$N=Yl+HnM2wo zsgLpd_3#fok~Tv^&eBU#W#nD+f+C!203WsS((s$(-W7FwWZ!(_!=42mP?G%=tdc!j zhGK-%(Bu3}OWFgy6yTYR&)*^8hPUp}>vaD7GsV$J!T(B7fGr~OCP59xnCWXzy5^Kr z$zX>d(87HRYT=e3hRDy^dfluJp87C^Ycz%aBz}vTfiqU3g#AZ?`YW(GHO(?4QlNI>MM6jeLfs4eWwe%vKOqeK zzn?e&ivUj6;*gZmUndJiYljiXpQ zY-*$o`pLb!ZEIx@U!tz^DV}t)7=3=V281{}8E_jb{dWuI|A!ysS|!T@4Xf-h7V^2oG=^@QceJ2()r;b(N& z?RLa}Su}suwf-p;Lgxo`q%XAR6abm@X*nv>(MJ3!NP+FqAM^G!{6)$Dng&G38F*=+ z0nkzo!xT^siX=8kjvKeARcQ{lnPIGQLJ1l4uvos>r+rhTi&tF-ND0WW?ZVvmL7*K7 z2@H((KNC?WZ%C5$1rpTKO;N8>?6N6WK)sN+cOZoi$FTiyJkh|2N{0TO1yh#gD z%!il=Sm`>imMe;7Lz2D%X+asNzg!D2AvOMTtz)RS2Eerd@mO3M8%wEF&5{rxZK4Gg z>Y-Q+^sZ&;Y^I6*I0ho$nG+;FQc*jMs71#5L&0TqMk)fpZz~36kv1M#j+7H0AXZt| zzM{df*7tBhNf#Xe$q9`vialH?LO)oja;}eI$fC8AQCkNu7P^r9=2L-3H28a3kd%3w zu)YMf=w90;Yp+9m+Lxk`TJwF+S^$S7X!?fnH3GZyH0HqB~s}1Fz(l*{gT%m_VrGynJp>~hqFamSHp>v8k+s+b`C)k2Pl}K3G4>td4WpH>R zGPZppU?hJ>&(V4KcQ%o5J}0B1XzeS_utVqY1T;zE{Fo%{pL+mvFmCTkY54g;O(^O{ zrg&jwqXUE>DvRAtTO)r^y9&S@t(#JKwn97EoVtWLj~{M{<4zDM4m((bc!yDwqj{mW z24;bw8$7p}4zh3}Qj&S;e5M!1<$Rw!aR(ki^cij2UFrUHb`bc%;nPfF)}Q;$)3Q5{ z|IUtEx2|dCLzCMaSi<;lA4zZ`CSs{3q`Xx}`_ENKDx5&D_KU&}ySj^8VlW5NcJ?a! zVIl38JuRLo>m;n}3kr)1?sC`XdicR6&Z+j+ zpnWr`2F`G-es5(%XQD`%OSLAEur5m18C%;LKthpUKi{%?`8m5hzAY0L`wSytV*gW2 zn=P>aZFTDa&uEL{sUYwo6Pog!kOSD+8g#$(>7TmphVg;q!VX{@+t_Po!(U_XY zsIK=O1E^`3DC8!J^`{((IZq$%1zEOvoV@@D(=I1x=v-}qnXtvppXY&F6Zv3+>X9Qp zWYxZ|>W6@SnIdbGkQ|Sa^OU!E38bwd;Y`-u&_dH~xm!xDAm5pVf;R+)*x&m${7H*q zQQW-W9PnRTX3HFy0V-Ky|Icn&f`c8&>tTUAF-7KSFUS5BX9h|86R$qk*rA74h6bmf zCr~(5zzdtj#HpqD_z=3YDh*K0a2LWgxZIWV8n)BIB?Q{-b}cqEToXy}_uO*IY%Ui( z>pcb{>kO`mw*Q25UNnR|>{t{Z8y8ml--fNsy&Usgxh)+WhKG;1j=ivU+UtAN??-lS zqL)RzjH;fG%!FSI>?C>lf=*S-{A|kRd0u*-tl1QwL9f>(#fUx~&Cd(CRGnYFpY_-4 z3>rU!*4oF%yxkw<`C5;bVjHYZ3H=x7K=a|j<7N}%(&f?MYhR8&dW8_t0?X$>mOJgqk%u$3+Z>Ey8pVDZw4kECwhN97PAwVGcHA`j+_a^z3C5& zr>ScgpLHYa$~Bh7IP7vW8fKMrt&5pB=lJaEcXA9g{cd_K#4Gl!pAT_Mea>6RHKP5DhO!}}|jk>#tqvF2Yv z(wTYeBus}&3aH86Z~HjmutdM4-w6{Ac3tKt9zLJv3+ONO+DEqyd~K&%B%^B(r2RxU z#x2d+2uHR+0{#h6H8gIHrBqwEV63wf@*I z=6rsxBx#Z7@hP=Od|MIuWVyi`hUAyiss8Qy2#C7Il%}sX{9;K0+^+abgZc-4+FW9+ z=_FaJ5y8&HM~<9W$$9Ccl5ioN1FU6H(%8LR8cLa*$`1yD{J!-!m!#Bazu$o~V{Fv0 zbx9mPLp5z}YJQSxu299ibsldq*@sz`lyJ#B@tQq(tv22$xPKX0jOE_S9YALj7=~R< zy}iGix7lRnOT2u6VC!fu+PQw@DQ9XnHuv>TsrX|zcUTq*grvxFf8T39 zfPgBx!n9&s=KG+(HpwBRSSL~TqTmFqpSL_2Y3`OWkuZPn?{rEK6FRYMf|6%Wve(rq7XP)2aLB9H%jO-R zTK%-jO?~BL`e}tAuWLyF*{HvEaC=)<+jjocFKkx2RqEy{$WdzQ`+h-#%}~$?;q=MN&&@Mc=phh{YvyP2K%qHjlJr-jU4V-0!KA}l zEL=ja$rgmCz^uukjb>YbgB^7GBtZ&uaiZb4Kxulpvi zW}50BbJ|Z!+-xH3+|-xqXb29J{ehU*v4gMxuwJsMO@UY6+CkgW+2dhb{k72G#AdD9 z*yjDh)0F4^%Ur9+3%75wR#6s@?DK~)+cVR8=O_VMR#MJGrwIS%9|ncOnXd^7EX=Ch zI({uQ+cnF&K^aBaO`<}3c?w3W|qUp81N93v(6>X{K^uLvf4_;63y zS?(ZTj;7x7&6772IV0Gqql`WZ_Y^yKcY{D6@mq{N> zQ+8y^%fSZ<(9+b5=3H08?_ScjSKfE>3i>X7tNSj%P%6AT^lDbZqNBO9hOuY=SY!W` zyK-gUzv}(YW^A!CrMR?TKP{!Ps}?H=fe)&6qWT+{Nu+O;_3@%NY`@`pwUpRqsx{az zhY775MaMHHIWv{!xQr=N5)IBh0^bo_Iw%Rz<_*>(_un>x^F586e>QAPr=&!Vz`+?f zFX5w}t(h8(x0ILgEv>`OJzW@OZs{+z3rdtjND?({z6qVVG)T99%d7)(aWWqmAq0Hl zM*Q+)Yn|sR8{}`Qj91o3>5SZ`usbOrDDvQ_u$B(_4oPFS4@ds{xd znx7>%7QD!|E{qO(73vVi$fve8Po6He6QI%J`g552eEUskE=hPHr;73TqaCQbfBu?~ zA5bPOZ%~Wdvud5)JEq?|0;Zi+?+Z;bJ2pbLfi&gh(Csn*!&}{N!&_TOPy;+}$?yS* z(|f9F$6bL!u1Dm|Dz&}aBe_27otbw^yX_60Um6-xiD0XM&Tq?iG5th7NJj^pA*9x( zR$x~$%R&rPOZ1yk;;PYMW6~pv63Wb4W8PHcr|Are- z3v}x*7A%W=-?yRK=sED;z#JEaIPl-~TPhvhy?=rl@XL3tvEIV=mO-hra9F78GU;Sr zkL+z$Sai6F4DB?(64V*E%xzpmeL@)In`zo2;PQQ!#F7^6Fu_uRdwKEDaSW0P`aHW- z>fyC48|H0Rf}?r<#Mi(E7A^VMtL|PlGpD)EWu(dF#bHtUXct|h*>GC#<`Wu-)Q1mj7#c)o{1oU!ia=4Nx<99M;=g-t(ui z*xy&HjyD`6P>Jv9-j_C;_)W5~*pHVk8o&M*dqfJ7bZlZ|CXN0RX+~k+1g@s=3uvxy zf<|-9TyeN46b{OQA!IyRD=aqQZldkI(9-dY(znqFk4CZD$@_S=c8s9V5 zD?WW{>#*l}AZ1Pf*~L)bnBp5b`jZHtaib>xdcIw0>+^h=wJs|!4VOX>Hb2~<+?&pd ziF}~c$mb7)`-)i6wfqa6KE_@TQzcNX#>2l2Ay2m=$OMs(67?moh&4mWxu7|iueg{s zvUQJPn#B;r&^o^g*B2059<9;4*A?AnMO6|kXy0bvLq_=YACy5oDsa&0itJiB#HE(W zM`kJa-TDmtmO^oxGc&#aaaLioT(_>CDZ4IIL51wISjh!VHSLOwT1y4uR=s6dIj-Y? z>v(N0?#Q1nAA2x+eked-Z--h)VIdL@HRrVUxGbO-Y~H`i7%S-)JpQYFsQ*X%Sj^XZ z{+IT#eDq(nkI0ArZ`wy}#@_#IeJGFr%la_r$_O{$IsEC%cAVxt!~C&h${}}^yW?NZ zhXW{+tJ`gEL;`dZ#jSE6@pu|RGxdftimQ+G{x2wFZVl-kKpB;Zi~!0&XrlyB#?Swt z4CMcgG9s&v$2uy^B8x^W)5{^~H6>)X(9#@#n0|NlDXB;7miUy=A^p|4npTe8)#`BB zTODhl6*pJ&34796FE;{3Cv57p5${=OHPR@Fay(&1w4P{zx15x;J;wM-(a}^bZ0c6n zkFsxX8!8wpH`(|~CBjb%o&xqHZ!roh_q0O^IGp-l-{D`G!l%9|w&VGd3M+?A$@S%} z*3IIiT4yxG8DIU07X+zpn~xe_DFB=B!m)CNQ@z-{#DnRmdRS$fi`%hsaU*H__S~}* zfivWCg2<*qf>oZ>JzeYv+1e!7JfXdoN3BVRxbaz-#Q$S4w&1?}2jr_oyH=FLSTN%-xWi+{8?t z(qZCCTEWihXAW9H7H!$Qx4$XeHGTQ(qL?MhL+#n3UdcDrmWfr>W+YOWUa)clKQYrE zhpK=5m~mC<*+b;q|b9eM}H((M`T^B@_zq;5;^AcS6cUQETX z>`@u@gN+D<;-YCd{0yE7_~J&2P+1}U_6#P?Znij7G?kfUT$&F)PUuU8bP1(e-tSEk z4l5dGc87guL4he6fiAiZ-)Ph(br4P>lpF`Rs8BeU$AkFW%@?|qKXe4zK-2S8MPEwG zbQ6b)#su-B3Q@d-OmiO5V{OAHA`kaK(LmEV$Xe3t6#aeRe-@N*YGh3KoPXi4zn=$Zj{jM zb2US>ShTd%TwJJY6lCT9j)Fz?oxw(+t7;74AFylsJnCUmLX#4M-aF|C8ys^Ds`le& z*$LL|%(!>fW{mH9IM(XS=*3hmUms5aHVy}=)=f36@EtaqJiDRHjLlqK+7tV>JiGOO z37vNs7#1fn&%dcs^QP>xQ;Yy55#3(qPiuE(MlM%9Bnzq;`ou_)1d2TWhxE<0MtZnW3i-ZW7LmLt30_=V6E9`_4`aILU0 z+G{;g5n3X<3$2Fm`%Q%KuMwQ!Dc6Va^Aq{oI2j_lM@>0O;Vf-!?0zRI3++zfVyg<_ zr?HGI`yIu#!W+cI_fC{u*Q{Zf;H1q>EPT6`v5s3Uwe~lPb}z9_Q>{Y|aE|H_{&`0W zRGEx-<&O@Jr1ihY^8{RNnoRoa%N8TKR_>wNFl?GWe|Y^xa58G#RQ~pdfkQ~Ir_R}H zen%+^8w?QB%;K^k1idv~A`zy3`AwTYR}yR|gITJ5E?X;z&Nlm5HH%$1~xTH5Vn z$7Zh2y3cd2moKF}bJy2&1Lv`x_W!gr1848uVty&O)~Pl10+ULPUL-T01`;kxs&v_BOV$~XD7D3j)Sy|&i>+S@ujoLP9elDY8B z#{j*wl!Y7YoS1)i0!uGkUGQ6S|3tt%mw3B`^Ql1>uL1r6Mf)t%8y*L|9X*-}ape`C z0ufwlFi1{_vhx$pyFw9V(=bLbl_OBW-QZo_FM6B#7>VsPQcH6;?5^C=OH>)7DtcS&jbL7nzmX`v++pJPbK$#Sw_(IOtEf?RW35 z;AoA~88@Jfk%;<-#e};}%*a19CNsWo{tgyUtQCr0GwEI#Ij9UVu(dg5MvfsIKNVSn zX7ok>ESo#FVI;_KFC)Zax=|d5C~%MTI=Agt;m>Wi_O7*FDD6pj5<0}9%tN7?s#T+9 zdPLA_`sN@+AR?zM&YoF&HeaAC_-PDu)Oc>wR84lnbSz|49;)mCUUVWf7wv<*i5Ym- zS89+M`QX5Px-c}hzZZ_Qt^M!&#e4;ypD#w=gT+sIT4$ZkI91O1LwQ8*Shs^8NR zcPle<>17`fsa)okMhLCFdUof-z~T~_I~6xZ*?q(9YbgM`R&+VTY9#4)F45hT@|@l8 z!=85keUjz<4R?FC@!YSK<4RB0`E<8W)Rp*C>uPt8t*K=+uVVSLV02 zA-hj>rX{1~{b#yxOF;^aOV=r!RT#1A>ksH0Ysd>97m&!u_sm6MCWhfUoXg};G8u5w z*e8YWr|F6qC^D&vG5P0XPo7WDRUC<=bbO~yD;!QvSkhVtDy}5WpOqUQySFcNA6IS( z52O7bfA>eXtu|fXL^B83;U=D(QxLcbT9d%wZg@iqS^h81-ZL7mu>TrH5TchLO7t3p zgh52_y+;Jm64B1+Eqd>ww;_m5ln66=3DHFlF^n3$*XZxzzMtn=?|PsAm-mCUX016h zuDQXgJ2R-Fr$%4_U@S$tmxyDVTa6ESPz$?9M;Q0uV>MH`0*sy;$9DSn=5<>9M& zMSuF(->A4cnB%YBKRz?e;awMz-7u2k9|Zztm|DzFDpm6E8Rc>A<1^D<+)^Vd`F4RH6@(ZT6#!1yOfyyukr9Ynd$n` z@dARqdPKKK+b9gC*c5tYs2_i!l*J!=6-b>gJb>Q7u;5Q3IX?e28tn^SVp2TzknQ{Y zTv7Ezrsh-`T=XLXT6hZC9`S4WlQx|d$ys)SJ{4Nh^p5;m?ooFtx)yz4iP5=D?3hFJ z)78p|04IiqrmR728@UgcPskfC6B<|k1r)Pp7(PoyZTv5GwZtzy&x#j6zb+KE#+2Gd zCzK&}2)sWK(1MHelVelnpOQ9t)rayc9MFrghLo=oworBE|6cHSofmxkz$m&pSZPy| zUc!MtEG=#+-<8$J0FQJ(ee9ngH6k2NY0# z87?uvvNZkli=<;8j>|rq$;nAVcX*<_q?G@Ip7|UoigBm*fdtVL1D=CJHdE2bfM1eS zYyo7RX={4Ix*zKNT&3s$aY@Puh1V+a;=gJ_21*H{M8eYwIdzT)jK8tAQ06z^Z==*Y zmgK0OpXf~&z-Vsq(9M~~cT9MuCl;wop8n$bJ~86~_142Vwl1aLZDl+hzUb^jhIR|T zL%yb9%IxFLnysK6U3u|7&=OW1lZz-`W2&tjqjO!>fFRC>DHuTxQzs3JrVr)oq6-*Id9Z?hL*+`)j86N)CE`T8P#m5(X8MQ#% ztveZSGh#++u9%2Vy=Dw>?p}&hrG~ZvPLJ?N zPW(Tq$n#913<`@cN3mKFfF2#)7uAVg_B?%QQH)qZ)uq!H`Zo(_4s1B&w3$X zb16u0_l4vmrJHAqA1O_Av(=^D@Hv7ENn`~V1%}j*zP$&C#~4Z8WJhXjHoe98Y&9B) zFK#wo#0b9PJIAomeQT>IA6P?oc5cqLV#ME?RI<-q7c{)+pWL1`nAn|OtGozn z7QPs~`cr`NarS$a)jT*c+p+DCGQU+Q>Q&??v6;QL6{h^u$E5){uBdEta?eK6BPKrE zwZ5GB+gNFDe?9jpOevdgfAh)UOM%lDNoAF#D{7BJFI`>Tg)(uPeCrxMx*VT(%K9m~ z`jGGMLk7rH{&@Y?Q2m5FM_nL3g2~wJm)jC&HK<=2f^Lu$n|~#W9l!d#_HyfUB{reZ zp~sNaGQ;LFXc+=V^t96dLN|jgdvb#)yNqJvm+ijyV{+tO zR1TM1q|?R1QL*bq4K(}E?c(JRuGf0?P9iHOMtObS>Vg8RdV4N}uA8||8d}F3O=$o3Tp7WaClhqG@FRxL3XWMVSD{&EcSvc<`uD!r75uKDI92%J{!M&3D z8F%uwm1bv5!QHE-py*qkq>${(X(@yTb<*87oGUZ`N|34>UuU;e^Bu zb<1%_>2A^W1yQBrFkkD1mgw53x6XQ0Gqvv@?_xv0(>8KJ-l3U{mrR z89sbJ$1NM(9X+jH@OfeAVW_Gz_Z60AcIXS!`p1!ULZ*I4i}HiVMZ$k{?!CI?H!9Fj zREHGDbO=UllA-s@<1+trNHQI>LQdJ)N?qv{*2YmoqZ_pC97al}n^miQ6uF%KX*s091Yg!`amNx(7>3 zq0gVmBctJJJ#Z#2&j}^r-cT3SJmC8XoP_-*2L1>zl2U6#SD{<)p8G)_TuKpeBw zJ?M9Ip`1w-`=A!hh4Ur_bG~`Ywn2ZSlRwQP2SZ_pyqLBa{5l?zx)BdQ=tHGs?fd1s z_r}xSSY8eE7{onumMQ-f_atEW}hRV+*jF}sklA2W{%u-m$j(FmS2#Lsk3!%PdM>Zd%aI@y%( z%Sl%{fHjkCVQXdCie-+E-D$Ujdp-lFouME=@X#WD#?@apjN$%$W7bB4?&#XpXi&gVIJ;k_3!di(h2!V&2Q-dV%h{IeyNo51gJ@}QxyHx#yCifM|8LGZ*Q_QA8O$Ec{- zazJQ4hf}hy&CZDtFFA3(wt2nk+7X-!rLOpHzbPAD%cU7CpfUmIg|PlqN)vfxFG`0> zk(5CHjjKe%GVTG}hjT7ix>2e3btFoh_|Z7s73lBVfc0afZs@zUwBFvlT6VDmPwhR-O-pw0QS0E~bru0@OH_)b zwLOp?A4x;@Ua4v?xN04tdm z(JnuO4Nh)2(iEJ{Kx#dS2?FM@wh9|Xrze21>qGNBAdk%?u*_(d#jeh})7?l%Z`EjG zz%#aLFzU2m&FvGi#{r3(#TLVr!YYnK`}HFTEJ0t?aFmo;dn5z$7T|fG*;sLm2*u2# z;alK&WDfxurEYL24z(F)%wObVnM4JJ5g>Y>EJ8F|I9~1c7=FjRV;)&#(+E6d4AL48 z_q;=D-zHH+DWBA8iEXp{w>~2*g3LGciMCkYP%{0PZuO5BMB+~DQdf1F1(GrD_32Bh zq&8MY4u)vr(01=UAe#b+Vt9;4k1qcy6ofRo9Oc(nrK3CnI8C0=eU-4!@4+6S_fk5=26@y#e{M~S_T30i)DY|5g*%)-V9@6DBRK}$d7~oa~^Q)Yg}5Le736(r9*# zH!%jCk^~;4ls8cYfzMa`C|whyqY9l>ipl%_Js(7FZC3T{rvzvmq&OfdZ5U{4Y$=;O z*poKB#XHV@kX`KYp6@}zxn-Paj@2sLJdk!x1aIRJ^~(|1Goim8ApT3q6wz>=On694 z4G$Gy$OPamHP`DA=(?(X-GBt(VdM_h6MlXkrmU^bA$6=*fnN58+C(%P8R>ugv`4#x zR?3iEoz?O4qd&0;pGg6WqKdz949wA-R3O{CDLTPCB3S1l$?k)L*PSkmH$5m&*4?1d zy?a-=hUb?ma*_5AP_oM-A)rjG=$7OnKE2YhsRzX?HL%`(C}RIX>9(c~iS47hkQBd= zi}EOnJMjLwe?6m|z-%d7k&#bNC>Tbp(~&E|LA~(+ZTf+jC?&G6+`C+YK%}c;kwRx; z@CUM~juC1>@+~i)J$a_9g&gXZyE1pCUQ#~ zcR(sFKt4Z0>~rfmh^12Os=JyA%s^;{OU8+Uc%4VdKFJSlpG% zOH`JjNO1|Sl5kF$&C{9SIO9a5yb*!O>eQ?9R3m-0F+p8N72^R5&qaeBrBm^T3nO=^$>2tNug zi(n?6KghK~Ze0ZB8>ggPJpNM3_iPd;);r5Av?|7R zU6z|uJ@{SIc0P5YQ~0KOf-puL)h*^endu}i&bd%LPX=ka57{L1C}YN-$lonv+ykk! z4;OfDui{Kwbf4Qt$vBWCU8@Tze+Zv9i9vk(K&jjvB^%iOpE33?0KFc_AD)KOJ;;Q8 zIO_pi02GK?UrF6u)s2n+rg+mClkZADOs6(Yg%Q$XZ5SoLD4`pFoH2~$l2w^swmJ{c z7AzxJ(IP^TAjOy|4#=dFqLEi0fyftTmB6qjBNDoF8UDr}ES><^d1**pmDAA39sNkx z4K{i@!rYygPpg9$1gtS5aS0HEp-84Cl(n`JX&50=a{V>U@a>{`1icV(K(fh!idzZ% zlvZ}9uzyX#$KUAJUzR^NuI9mr_r~b;~Wk-VUt=Oi9B_fYzRn^Nf>gW}ULBo!JasHsdeMPsVpkci@fOjB% zhQiq7qDX=F^COV;$Jzn$6Kj5%7o_(o1VBBt9k)z)>@TUTAr$^QQLz$-2u!$t=TA za268KI-PR(*qH2VwsoywlWT2qR4Xk+MBW16f7p)e(Cz6Zn1B59eh|omDh~+FsZ3#b zS0(I005(z`7d|pj6=UfSFpg^CPN3srJ(-2j+o@FIAYE22;{-ElOM0k4gaGA)NL|dG zoEVXxk-w7@R=47;l!H-7t27M@tFh1BC*2XJEwF+xW;ee-dD4D2-znGj$yVn*I4!lR zb1=}pzDj_SQ{;aH6)jkXx3wofHi{SU6#~C|o7jnd>Zf2cE4y3TQC%$asiF~sKaovda;TM{f4QC5FO)cLHxnR+6WZh5VfYUa z!@=D}Jh+Fso+-6);xTv@qA8=E&Lq#ycv0%ggP{AF={%RGo9R*y<&q_*q-MB6j6b_? zzghN|sN|48WNpd=iMtOWqPqW^I{4n3kD!L_h!tXL2;9+Gj*CXn3APeQ86!v6WEpPP z7%0Daz%#u_OGB8p*x-YE&ua2sQ22;8t6e%|CZRE5-D+xeT*UrB zUCiq11d?LiKOY#Xrh&r+2)#+UzBGn871wn2;e5GJ$?dn`{Q&H4H~29^ix9{RTy~}l zER|&cjZocs-jFTWl-bg2fk=#QJ@czFw8YlsS4rAx7j(?PdXobz(EG$`3h?l ze;j4ZS%8ymsBLhVN|mog+_I}EcO$b%n^Q*LQh&J+IDu|%YWh14ZakQ~BYn4TbE4Ru zA41Zl(9KOB5erw#!cqB$`;h#}CE#;Fm;t5|?`!ZJ{Ez$sMHZSdns1nwVW{W!mYe=i zkkjDm>X2sh)o4!0EJa6&L-8+;tTH$)WrCbKC8(6OHLM(PRnsBr ziM2~mD@?L^fWjd3Fjgda5x|tb6Z7t!$uehst9@!ZR+o{l)89tkW%TA?qH9D6~IVsMYKQtb!xA{(l`E5et z+o3VbM#n46PF}t8PbF#(MU{EhZ|XarDa6XQR`j8VQ+d}+14Xh(-LNF_M@-?MPOw6n zjT8nG8*|R4d^rU71O|VInl-yWI220~&4A{W_-bU}eHKOq({{h$*9Xtk7qYhnTs_gG5vOS$f! zYb0xjMNG$S>aI?$gts^@qUGY@bN)VLK^(W3nUqRrNB1FA?%O+T$8now^Y!NSjAw@Cr{ z#j9Bz*I%m7jOalx7vhoK^C>vP6gD=Jf)HuSY?5oS@_Y^idQ%3SRDNl zRw9+{^WSbbwidNY_iXXd+H*(Xd5>8Oh~If2<6p)IKmka~011D|QB z09ZV{V6q>;+wdn+04*{4lFah|Y*>9MW>yGpw^(N}b%QjwZHYU2iQ?BsePAPO6Ld=t zC?m|k#(a&TGFHb@TZCCE?Z3g>iNjL|m+}{JfPH*s6c@Gm1nrN(sLl%&>XDIQ4#tmH zZ|=5$FK5>*l<fd(w?{dER7y zkQgaz<<+-8&$>Q26#~RJv%-D->hoZI{w)9ioukh?m zJ}%k2U?abqlyO`iY!sfg+$hfYY|}eWT)TWj`s`Qo+V4I+{I_|t1V2@;G-ZYuAsXb|9db(bOrccK$nB?Q)92^D}^@Tvm2&M)swrAmUj=gh1NFo35q-F zN_PaS8oZp(Dq4?;h)&N=LN4TOV@fhCGEUOINOjr7?`JGy0n$(Bj#cxb>ppajeH!B? ztLfJzcy7?Ym1li20wELprCa_zY~_#4h3dHESnV)}T8$x%*rZ}>J@n9IsKt8R`ONzi z@Y*P7b{P{tFTwdtn4kUbnCJM>#p=Z*%<$^hNdY_e?!xIr)k?NU%FXHQ>DiSE{oX>e z-C1-h^yXlrx&h{kWXWpMdfJ^@2+f3kF3dI=9$A8V7Z!HULY%mlYL8`OuHx%_T%Bj< zs?LADFO%w*h>l>rS%`Z2_%Sci&s&SuHL2m%9O_c8*7)lBtM>xE^C6qi-0p9Fda-#S zu4u4lMp@NMc;QQSk&W<&M+wzl1`7ZIn*1*Q z&ZvKDzx^hq-aN|2!9?%hXzbkdApP}u&xqH*!?fI&vq?0L{mg1Al))CLDGxx@U}@)f zgL>E8mF}T>z59>(LhE_4n!Q4xQG+4yb&T)EzL)34ax(2Z4?=$NFsdA}nBkVtH8cws zf2rv)j_vwYgsWc{_viqHlFaescZDNsB=d{5$MJvi^jVZFD+k{CIGxz6?%ve+<5Q|Q z7+4149Y*8whIcDD7|5>2e>&iUP_HhrnqTe|HgBQ)ME@livTPFV9stLT3ukje*{-5) zD_y>4Lu7}aiGQB}cn~hw_v$Yf zpo^NH)-%>Krm>H5Of{8g~5ZWjr{l{!FGZ@G0_B*27}~ z9n+C-a^01bboTmRE}q{sOIxHCW>2{<$yj_a+Yhbsu;@Fib6FM1vveQG`BU2arpJ!) zd&q#O%!;SVcKdkT*>|@;DYy7olezV93Tpb(!+AV6DpG>kG-D5x7$ST2DNI7b2xWX? za$rw%c5)Tgm8c|~QYig4!LH?W@~rggWN>@1!`;56!Lw{++rhbxc!gLb87@H1MiSk9 zFK4az2%$uXRTz!dJh@7R-L^PiPrO4V-4wTsrLv?JjpId>J2Z(eE-8WGld*a|U%`lj zR$fFTChp$j7MpX^LUj(~*WUB`#9-`koWYT##Gs%f-^QOn^EOW<`sI5}Z$?>3&1p;d zSn!CqXb!LYnH4i2Xs`ZoI-zl@diXZ1c|8j`xWweAW0H9rNRQpdrIbkV4Bdh{;{_gO z=FzoJ+p_k^qIkWq9TMbkEViXKzwB0wfTY}?wY zO)f0^(iBa#SVyF(iyR_Qk9^;c86U+Ms8CMYUoaIl?h{|D5lT0VzpG4}YeZ z{FXLTa>hF0UQ(8BO$w)XnihQ4jQ1L9MHlWZF-9uRGB|2SJI-4(x8*qVHFZ(FW+PxI z#ap^>DCrR=n$Ih%wR+AH&n6~;d&Y-v9Lg$YjfU&Zz+MBK(dd z{QQKkNzrW}kvyKuS#K$b?nABW*w=J@wNANDT9V@L9*w<8&tJxUKZ+Ax!p-0l9&VPQ zfUYVRskz<5C>6l|z*cOzupFb7F*ka)v7}6rz{P+636;`a~RZ@KhJc_Hxd4`+sILp}Y zKas`D#)+nO5HX&>{)3eE5MB%|(+^t~smN*w+WOWa%N0tZ*<53NQg^!BuZ)djHjN`0 zf)j;bD&gIRBe}Fi`mQ)AGBIDV=&9y9C5;Pq5zqUqm-JC4To_^8?`yYgJDBhV)Y4Cc z2+Q~rrbDcKt#$QdfAccxyzI%Tuf`W>D-za=45Y!wC>4u~Xpb?a3dRW`VjzEk_Kr|4 zDGyIT>ESx8+idTvZ9<`3j}3khd077Lu&-iprODf*1}^e+0j!O%M%UNN3EA-2=KHTf z%qAKw$R#?6WXOSqavaq*E{@tb5IDXGu3WI=vWpCqct?`M_1@r+EqcuR!7;m|SRfUj z`eB3%0i}ZE>S7$ahpy6f@6)udN3K{DUSA^xRHJxBadHpKWgJKoy1R{u9HXxoUtRPklD}Uvw|*xAZ5T{c(V_0Y1A|hRp+h z_S?hmf(`DvTHB;qDs;=4IVp!+=$U1ZQfW8WuO#|mZbkIp*pKr?#a{RG*wzc$_m?w& z4b;nfd*9JG+nH`g#M;ICZJEBq=M8SOdaeFfseLUMsAlW!<81eT3FLv8_r}0L9HoA~ z=pSmcM$B$oT9=Bz#XZB_7Rj?8SjYE&_(3yvw4@=9q=L|gIJVtdv+m-N=C#x>UdgQP zmWTeT(Cg>@&=)Y|Gui1}x_M&MCbT+iEsXw{<*()L!={Cn*HU&km!2>SFLm6_!xvaD ziV7Fe(yQdA^Vh&jIa?c=hU}kCd%Kzd=hcm;8_?F-BUu0Dj%CMC_Q&By@ba8&Uu_h@ zuS>u3mf;&cOZgjARPe`(!HK_(c+Jb^X-845{_4NO%C3jP)-N!`>E9g*Z96QboxboM zI3CaR z7Xx)u4TZKLw(O6TT=mD;Tfzb?5sZVxaNI;$qg{P0zwxSV-AJ4(BgYGX#`NKMJqIT#j-lxNqZx$QEVqE?2ng5nJwfh?}cF6TXDxx5Vgl}Bas9Q-&SQcOTl%R^hcAU_@&I-L?e?Qq-S^HCoE$>m{X zH0JV9^Orj9MBJNC06yI@`vXHl5eU;f286-Yv6(K?`t;ML1=@HubHoZ#pCYd5c@>)b3~U7dae(za zS%9~^Dvraypd#jM$;`3(PXeWt{v* z?22}a(l3=;t0?{}`H?h7(pYMi>@MXT~i^)R>yA$0cDJ^mN=w|!zp zS0oMw#kBnLNa8-+;s8$h@%q1WNb#Wya133V#Ze4;!unar^$|F;>`=0>O81m;FN4!O zjm+U+33tab{9j`fIiU^2HjGcXI>fu8>wD{0rV&$;6S59kZ%ob#Qz(vF+hPPEA_pDc4~nQwA#9K>#}z@}1=ro3lXVe!Q}Z z<+_Y&5b(VnqEUGtX+F2;srgkppq#a&9TEiK1p?+(z(SQ8JmX*zHW0AvmG`hIfRLde(0Kt`E z3~H~$C;s}RYYTdqK_+4rm+8xuh$g$!_06R2bs_gXZ>;KalQY_ReVmCFUzR7 zYP{rwe1-b?``cvWo4IVk!34vrb1qr*(h*0S#y3ua3R4u`aoWgK=7bTrPM@6xrHUo2 z5AEM=5)8@sVKmEz*l4wGZ`WT0IWZ& zuWEIYr@3cVGK@?0^emO~O$^=D`heM->jG$^fHOIic|q8PH71kl57@MS4?b_97m62v z)A^rH88;NXlB>k>7<>k3_T&Gy&LH9OMa4f0AR3mpns3XzcMS zCpn~&xl)!MV_Z3E|8K+&xb53Rrh1T|!AS$UpVp>;a@@I-nmhqTw{HE@vzFTfOqn!mV|M_SrZu4J67ODN%6oaye2qW&F^8{*p z(XTEvAB|F>QMlVL*R?!hHrrp|S?=*cx7}{`pJ0%pX>h2DC4f2k@Q7->{BDd`j?YMzZNibRn?oP zCew@Mul0<*gp*q=Gb*yZtG>Jq6H)2$mW;bw;-t)hW2jovjWd-zjb*6<6FmnIeClbU zu=b_!RN!{4COFUxMkB3aTXa;v*_nuB4^OiWgdv4n9z#{cQwXedi+T(`!v5=hyu0&0 zAd8S^x88^Rtxc#dQa3N^`m0#&*Mus7<*J9LR{}6-sjIiPcWX9=qqSQgON2DdX#C&D z9srU)=QEm1Gv7`_k?I`H<&{v0f#%)xr?=4Oh68mbXL+bc`lo@FHW?ltH;E8qF*}MO zyKCLE&QO4P9y7ujiUNDbf|aDB*55p4;xlXu#||*GE;AbDQnADT65!u?xasXEdF(oY z_S*=iAr&}}Mw11<1QVJ)aDk9aY1XW3c8edS_b7W-Q!r|xjaQo!e}_R3t_5RH1r*#z zWk*s;SKBhV8@GcU3=gjOYs{F1q~1a9EVvmq#xrSu$??HwD7Wz~h#+CXL_~0L+2m~{ zfwS&tiK19tQ>R{Xz~^U;W_i~HKtTIs!h?nsuYA)SgZ;n75`OD#f%3+Y`8H4i%A3Vo zc~eJz5u=&^V6$+2qp<8n7(iy6l^>g>0c^8gP?5REHo~FDixs$fG~StcqSk&45ups} zS*(bxaRY5M9HTyopUYov2{vp5!lCsbF6uYeLS5A$UaEXmY$9SA#N#3?Fr_!u^?Vs- zt_Za{{G8U4fLsXzdYjE{wUr&$+~Yghk7Eencg6zkRM(xc;K6KXac3;N1Vw~kK-DkC zaaXL9gs&=)y|{h;jjV6+^6BPoU3KKvPK`sU89E9jH;WoPy&M zt1ymB27GludRGz5A3sB4$nl4jx5Dh5s~6DONwc1DQRy0>b!S#;6j8sNK4TA zLxykZCt@nL>2|~5Old#X1VK|F=XCjld?f( zAk0ve%1QQs0v3dbijOpnyf-#V)uKyOEId+r5EaTt$@YS~b^o zVFu0kO(XbZzFoE7^xKlqx7nL z(-0a!#_W3UPmg06sq$rjth!_HN@Ws^no3 zp_%sr3Y~xtfq$EDmD*9T(tlBB1r&|Gq2Kd+xI1o*skv?Pqh~Ir zpy~v(et(A{_BFsl&7gfgfU-i8T7$vwU*+0{?@Jnp4YSlr8RI@oFcBM5@PI z&$kc|kI9DVpVLCgd4+18vBiTI!3Am<7UZHTAC(J`fxc^P3JjPouNpvvmYRQSloN>j z@?jrzHPdJ1xg)BMgw2GZel$_i_y`}HIs$N*!U}?NZ=Oghq`kb$wPN`SqOb>iidI`# zq$A18bprou4O`ttj|hYgAOg1x7?#IYYZa0dTnG6%%bTa5g83O=);0Dkr{ry zylAg@T({8Dii189qU0G#lM7eZJ{dY9J&^2O$V`URFKrxYw?ajfW9BIOB_BUrbde64DT9*@vas{7SYJ`Kzfv?AUV~Ln(T#tf%;n0xX&F zbaKA@1k}pCFUQJ!D7QGSh~Cu4-MkMzs(?3oG1Jak%heCeGc6|tu?IxebVr(@syX8G zS93v6{*sa1jgi&6b_9S~&%j@xwDcw8I%Q5V$Ts`}fJ(hug|*H^O>TKc47Ht&8;x{iu1j5B+VDr# zOzjV&X)O50)`G%STel?mx0k6=Kv5@qG5+iGbw|-ec~X~->0{d7>RX5;hbE>w!Uh~Q z(R|_-yxs9t<&i77fYuVVHwZpT+|ip4XuA8TA^%Ap4M`(At&l&gVRrd|c?}RzqjsBC zz*pOujvmj|m|2-|&3ZS1i;JYLvek7KFqTVTl6K*Ys*I4%qNX2l|1Jxhzqh3%VR{2a zatbPk_c-W7@?=L`VkU$LProL7elHc9pUe|I)Vz5)b_i>su%*MRiXN?Y2@eHCN z{pnI?vCYC$kPvzx2z1!*Y0*H0i#7*+VvPLezm)w-Ymm?Q{?-75wQ{J7(VK56mJXpoTc`lqO zt()3cja*pu0_q(?0PF!E+l)b2xEU>>kvjbI(^!()8sDL~m% z9fld;O%Rwa7Fxk{gvqrbE;u4oT4@twZZRveR)y=oB{M1aR1ogG2f-QPCo&+F)Z%X5 zP8vnJ^jTZ6;ua^;-{B8Svs%JGZ7l8DzWzu0T}VPNzXkZq<&QZt%p_mx*bu{R87 zWHm#;>0r&G=!Wm;vTRUoLa#+8_<{7CR<1L;%$9d?xRQ~W3VP0(GT?mm3$1HfJ){;) z*6SoO8fo~HxXJ*b(}XfWY=JKBr+{)OQcH_Qft>dkqJx8uU;D^Lly!XNgFN6H`-PVJ zhG0dP^x|C!aM%tBoKyku;xm&l<%$li|7W5ZDxV$}3DsQRMW%>$EhA^%RlIRC)-OxJ zIMH-Py;rSQ21+d^h+StGCzD|X4u<&&pMI1^2~$Buv&JE855-?6{-z?h4alIODd7wh zB)w)KbTqFy`;%h-rn#}SBD*zT1JQ{b_Nh|`pQR^ON_e&vg!C! z4c0BY5~S`X7u`m+62@C@CYNRX$cz4$*XK8N+gW3qsg*a|YI*hxBhI@mE;AOXwh9ui z_1;G^ez3U~nlpxuf;@?Tn=uUl;>A?m*0C4%*@gE7LBqM;y$!yKQm>e@9h6baru|h% zhfj;oLd(b-i_(>}La{=txNmRXHL-b0!GcqFKNf1q&pcmT@3v0Coqk^$n*R0u$%w#( z6)b}KL+S57GKX8aK5RBQ>u;=**rv;4KHKKc86nOpKgV zE0Ca$Do$Ne(GgM?(ij_hy0+#hB(5{Yyh|gJw!iW5OW(C3s->ZR$Nu%zV)aDvU-~Z0 z#GAdJlte_S+Y&8cVnx~bD|of%myHTvzgI1LpXxmmVY}{6(my@kqe+%;wiv*hdKZ3K z=OzDSz=vS8Mc$gIqvn(2^qAzfb^ZyTZe#RBEbJP7?Cy7N*GC7dxJIrbrT2Vgpk7oh zN~-M!iYL9H?-Ez9nG+dk$`>|}$o}1yenb%caZ!x^Wxt8@Az#{Iw)jB*ho=#n+1v(w z2?Z-^DK7w7PRbt^#H|1Dl$`ndh-cm@a*{E=KksB@g~`3tQ#|YMzd%ehemD7WHHl|B zKNgbQ*s)(Ljyev8-2iKK8g*T}&>6UjG9i~Rvsv~z z`Mc}qdJ@I{R_2D$!dZiMP2reR*yi8OUiWu{&r8e_@3!*1J;D{T^Poz8H(^CzpSCtO z{a&33p&^ta*s#*yxFBp;DRQu5Pi$`Vx>^1xMDpqTf@8;$j@<%1G!?zO=yjo5)xV#c zr=dTg_OG^1gMa#xa=S@9;YQ_me#xEqnKwc5WR3OxY4r~zHCi-^dZqx~FLmzs)6%x) ziTRe&y#k)rTA0M;aeUtC-YUP0XTuYr#T12%6keR}rf>VxZq;40<*r%LtrsOLSx&pb z?P_CfURDcgNVjZB%x~0J<4dOpCraERJ$tm~-h}*;Uevih1S9BOYiL0=MOxF&L-w23 z(FXbHJPDy2l^;H>jlmUM{Kc5QD^w~b47^QmK40FN_%(N9jsA!?WxjdTOGq= z_V)KA1q$MQ9aC1BpHjp38(}BaUN_tGD$w|^5>5SxiLmHZzd7%z?WuH{3sy-DRd4Zm z9K*~fVx1QqqdY6qMf48|e13FCoG4C6aH!q*lV6FA9umFeeYmQAZ_oELaMVFIN#q_K zYf<*XqIgyZB=~L_O~B%zH8Q>$WAUJ{;~TFxHlwF zI*xmOT|oJG07K5dUjB6QEA2Y&RK~lqGq^DEJ)H%vp$eC$gUuVum$Mhw=2tWQn{-@f z*V=N153lxm=Zso>+>`xw?x8O~{ZSlV*~&Lipkq?XdGJmFgE!n1Oj3|c-fZ2+VE7a7 zpD0GE8Q3CWWYR2za_EWODstv-H;$vmdX7E(4O?_FKjEY6r zj$EbRy#4k~WlUr1Q~l~+<~Vj*N_$n$$EiCnKTK`KJ`yw(F^Ed%v4p32x)0D=4#U`PNrAzpV89YVfb|b?Rp8av99MUig{cnWiwY2qt+Lr(;{s(H{k( zW3%quHp`IxFcc1I22S06vz%03(U*5!>D!GMGV{9Fc{SLJ zybkbdDy-N!nE31JTcbHCLzfX49<_tfbR8C2_={d@bOPD$L{LOLVS*zoGiFaO-copO zdqzvNAT1H7v#xuzma(uI+G6B>u6%m~olTObfv1dLSfbC@4=(>-x6ir$z3}|Oz+XK2 zz~G}|#?g(64foRQk0+m8$MXs~M7v&9_*{>>1fVA#@`E>{x6bOFaJ|mOuYKBfRP(#D z)W^f!_0L+;mB(OWNJFVO^#KFP{QkPzi85>5#;RN0!Nx|lx53AAgAKga3%$AWt<>G! zFog6t9-~dh5ny-G-TL63O;Jkv%tfLOQC-StDH zQ0!4M5YLR2*&q58j80!SaEIUCF$c%pJW$OG2|)X-bmnHZ#_mzW7rb^t61v?5!1(^*9nFi$?*(-3 ze=86EL^aDX;s4Yy!a3PYYPy6LlP{kt+md4^?!E)Hj;JFpN9SPQalLSG)YSh&*jqV!Jm);m z@0>qaYt~}cnmwQE+WXqqe!XY!XWC>h@C7?y9mv$zUhNXU|43Hlum>AbrP`2NlVZd+ z9Z{4wRa`2K5A1VY$}dDlqx;7>f11Slwh_9^tV@Tko%Muy6Fm(R>$L_+jQNaby^US| zP1jD4x4#^Y6yene&DTdc=IPQW^q;4ewVA0Q1)Sen;^ZmkEPtizU#1^zF1fdw)d(8W z0j@bW8i}*H>rl{WX)u13|M6N&u%jpz=g81tRu0FhPVc$OyydG}iI0MJ)azWiIY}BN zeXmj@_O%s{S3OzDjYWTLB`y3`#7kL5ResHoQJ|uODNmOM4l`f?-BwgXkPV6YzIr4ES?UyRB9?DU;TK%fZd9NVW9_0C z<5HmC5+ZY_igYN{owqaz=bpytVC+M|Xyr#R%AnCNRa9M>N>(ynRGF_7=12oUB1{p^ruPXPi{ww-P8%n@Y)>Hrcol zG~>?_CO*W$3)EPvjg~D~vMch2Rf5@z28(m^Z+TrKZ@0q<>rLCdv6SZ3Ag))QXo(vfl)h^M)jKbX{my6a?X}#wK(1+#7+6ghlKF*LKjVpIbAf1W?NKJgI+ZrTr z{6aEX$umzt>8-Co-1W1k<;u)RSUz?v5gTtuLfNqW2= zcA&%ZcrRWpTOPDcZSmtPw;^M4HANKBxA@px&LR4O7SyYZWuEQ~3wUO6I;FN$*wZQE zaH+#+Np*$HoozZ)<|`}>(JxHJLDH`}>7drP(u^rTF3~MFM~$V_Y%w&axet4k%kf&n ze$zV%lq$U{{CwFWhu9=|gI`$8*tsk)wmq6@fwZjlp>lydd*=OTHQ}OfW&08*;_8cL z_VvR=Diyzayy7J>K}=T)PrZ#V&E&5JF#eE#TTh+qd=)r9iX<8{pX;r>^2+r^5ScKE zKv-}9e&b}8sMRlgGW*2(Ck;)#Cg0D9nUp^@FLjIJzhv`T^Z3jH*%%+N+abee3YQ2j z&8DUZB~sGIr>Hn|M}`045c_mWTT^XkJR;nlSzwgHu*`dE?9;MH{IxAZ548u`rY3i1 zv+Tz_JCf=f{7ml|4!nF)riAx+-esz%EPjkIein4CRiqA>ra8Sbh2IsFe=c8E)Gc-U z>6SaYVfN-Tere{~Zo<`>X`Ip1{9@^57ZN8jO#?`{UUaCRm?=p7tuNx3$t&^r=Js4$ zU7n)5jr77)2t%HRG0qujnL|}|Bv?K+CmI*;R*@9U;g`0#;YUb7@il`gGi+=!qAdQ8 zVVml4v_^B=8Od-GaOV zr{Om=cJQ~~SrdN5au$vIKE33yr@2b19cDRub4!mO)YSi)3YR)m35K9JElePjQR1)` zag1EbdM%Uv>2+8rNHYZG6P?m1^yfPfB)PRA8^Q=LX9(wrAjj1q9@uae_u7g^e}FR>n5T4!3(juIq!Sb8a}b) z#dBtb#H9LbA5o9*Lz9zT12sN*#e>Jr9$e6Mwibu3m<6xXM-*vOLiHMVo~16#Z=82|{a{YwA#nY(zcZV3f3bQrW^Rsg z-CImB(1`zgyCDA~BADLCV16D?4zGl^xR}PEQPlbut%pIHt!IP9iD}50;1ZFt*G=~I zg&WXP=T^9A{;)D*PgUy!pSHtgUQpZM%=uwDxBq`y>O2W}`=6FN;w6Ha#RU%h<_^or zGZQI_K;O4FHal}#JddXBs)t^~ zF)z@YQO+B^Mpr0B4~J!@<>0NfE=xD)iASc&b%;Hzaz&>G!KWKY8~Dv<`#277f4C9p z-Z_qXMuI9r5S!p{;?r0D${#-94_HD@icIeo^?Gg$LSq3mmgRSnP0yc0F?*69yD#hl z%2d`5e!AD_%Qv_2Cf^;&6F*+4QFW=oAzi@sUd-cQhN{P&%F<_}M11$jjBK&7mUU};)ggAvrg_%{K?r#V76CoEbk+RL*e`={}Fw~-58GfzF zDSt`q>ebaoctRy}zq?Z0Abik8Qeo{{?*(H&@3U^M{XtP&b8{nA@+Un_^g7M{m7y~J zjgRPc>sDAV?+1Yyl-qHuP$mt))%`xuR6N(24~-ibxESi9RcWTSJ^5wZMLSX7^!Ud9u-WIDo*8mdPy09kx)Itb zy7!JcCA46@d|@hV@AP}~eZSA`Mg^_+rLjcLuK3$SLv`DkDC6Ekwg7R~4t)m<@i1$? z^&Y9_IDDbW@>pfl@-D2=WGqO)mw53D8M{W#CFPXNX#YruiaI$XBkO#}3wSs?f_RMfX z=OUmPFu0ZpoL_D%fpTSH-9;|`NyBo?2Q8(%$@X zX+bQL*t$uU(#+lXwO1TaQ38fUt6~Is>1NE@kC?S+g|{luWO!i$e0U@#fRwPeJ9#Je zwu~+m2LH{0)r)wCKw9@rs^L(S$!%2RSH|yC_J`vSJB9bRm#*feagor+5(G zJj{*}i)}??+_KQypHk1taPsVo=*o3Vq^J_(v96e;EHT%nK?N3MXuMjw63OsnLP!WJ zIJaZ)&v$k-6)0&oIC321s<0AcIuH{Omkn<4J!=!^i9^$Dmk0j)9UPz!h*I!_Di*Q)v)ZOIaZkRK3IRlC71| z9+9Mtz0Qjjpz@f~Kf4kQHP9?Xgbzl(k+}Eryd@$6s)B)_lN)d*VwZPPa?n>geqH~v z3mgHR2!onhC^6uS;V2M6c`4NV1(|el5r?B+?WmIo+Hb1g>S;f`jS5kSiTDhISHVEj z5m3Oir<@`EL}yd$O@Zm(B~XIPEGS&17Avz$>e9JU9Vh9<+eTchB~&cy(6GIaTuX{TV6 zev|{2vvDN;G|~AT8AXW6UdiE2JotGybOa?K#!SmX3i_%82f-E$b#SZG2lX=UQ}C$} zNx1y8Oo<#&2c>csC3rOqz7}u#HQqEfm(M_HPh6xOjb3h8BU2Gg;;N}76&0~QcUJ4i zK{BFN2g>NgkI%JsMpp7q)@Ze$Mau48SYHp|z(QqJg{ev!CaiV$fF-J~j?vU344zLK z$aR6!$e4N*VekfNrmXgSWQo8}<_NYRs74fXffBs4CDfVgd$`$uEc(I$b@^*i4Gg~f zU=etT=xk0BEsV6lVG-S?4QWPxRFbxbJyGzf!E6HiPOxD+zMtAvwj3*RY2+Tr+D0R+ zwvLRIB_9SSZUtv>j`e~QfgMQYI)vw|^yjuWX8OTbG&8`2z`iC`p=L)A@m(*W1n$O| zN+|fN>NJll#W@uHk;Xz5g4jRod65{?q-HQ%j6+y03ny@itqr-@wtV6C!-zM8LT;k|?oU zYVtUspi{G-a`TSF_Jzc{sO4yDJ-}vF!9n~SiATeKq7d?}swe5?@~Y%kys5boD6N>> zj?U4*vY?6TRnNb%XDQxvFCMKL2C`EsS5QK6ly0<>L)Gga!)>FZCwlZjGd{T*Y)zSE zoAeq@l2%BWzH`t<{+7^mQ(^IW*#^2JJa1SmGOu7We$9y^WT1>hiu(HVG-r=G0?Hs2 zuYmZBnJf6PoiyUn;(!S4tH$(ISj$|2;&}DUp9--X1|>@?<_`IzD7csWMIFxcud{vo z>uf+o9DZ;%tU;o)_0TvPqgh}IR5haO zgWVOA(_K)5#0^`{GC8oM^Y<+15eKyb=c$y4%^6J=#;mo6-~u%UA~aKo;uy{f%V@;t z=Y(<29*218<5BB6^1g!cBFzMGuhH##6;QUz) zKU1_3+4VdaGjQ*s@m41jlEK%a|LjLZGT5EBht(MV^RvY$7DYGkd?@F0C$c4B#qmtG zPOI^2l^j@ryS?|55VizZ9Rh2v6(z!Om>7FkeGmt;};o&wv{tP;jn?X%>}zO0TW>a7q5W*li- zfi8Q9HSWT0{x8b;WDRT3Kzw%9D?*i2Wrw*BAo<=T264Z5Dg-~10IO1~A`E26kObEC z6tNJGVD%7N>fi|R8p~+|>#~k3tR*y1mP&zw!B+m@-6+$&sDK(Nkc)h|f_$r^wAW{A zf6$C^w?99(KxOS#x>JicqZHqJiB?e7kcjw)uSTUl=ACm)+s0V(FN@PH41#*1Dx~1V zy%6JoH(!~M^Pkv>ShDxLZsbwr)*y_C$eeR_l0OcS0O?Y|yHT(VQ80P1kXb`E;A|LB z-?R^XcscU+w$vd6;-S0&=N{1AV z%Me{fdBqtG-W=w}TMxR*#wxR@4L0jWhCX?{QhoVDwl`rkHrPp_e8uc1JFZDW9r{Bi>X5^G)sNnkq1S68aR%Z!ln2!a2QsEwp)dm z<8V$CRIvVFjeV*pZR;nM&)T&PGc8eckc^SW;?+7(Lr#HH@q7&!kjeGfP+sxRf%8KI zo-4p(v%y<->0@Z>mJC^mPXY6(AoN~!uRz(!+o{XR2=l)uNI8={oC;n@4bR+*0tahawj@1r)O(QS7Xu#17i+RQ4vy*+7T5=*Q6srZrL3J@Z9;b=94p6_NB(?x(JLek z7X670PkVaA;ZCV2*=SXJ3WqaAU4h_rdbB+1KyJc^gUUf83j6{OdW<5OkO6)7yeDv* z2O0|l9|wf{I4`Qld@G!3CyZK>zaOy$KmZOgt20 z5G?={I&aOf_&keUW9=uL^=mQpm3@ISS$Ei@Q|s3O(WYPGtIqwEk(R>NoIp?x{|S|! z@74XK;NK-dJ(&7jP^aCT<*0W09##nuE{+uNM*`st)p6XSW5Ov*fwRd%Pq$t|;a{|A znWAogSLsm$yI+@xX*zogNII|)MpIv)AJ%}EgoqE$=m(FTdxi3dt$4f^S~Rd!axyCGm^DS4zpM)Y6G9+c<@$e#MLDE`qo zl_{8EhPC6YJr?R9{Y3Z@N(|U;hFcaIkP0m)f&4l_Iy8-uCgf!glZ|B*;C#rA_?iBE zmk%6v^#DLj< zB?xI0kpvK7wXpV>#Gsw^TKx7IA+Y5n1@S)mR&=o56 zp%m^JS5{>7D7Hu6SY@J(K3khzyZZ8Wq+4C(Vov2hs>;jZb$*(m_@M?1?3Zg+U^WC1 zfXGXVCs?|mn%l`bD9L7kH1}-2!=BMQ$*zR0Ws+e%ACP~Koc<~{nfGH1y%3{rL^Pr3 zyf-CN)+-MZ3!@kF+YkFLkq!%RG9hp}5F-K8K=5HIb=%g@P`Zj3&`fkJZV~?2&&v7i zgSvE}eP~3W-j_N1NoO^>7~}V4)T9=+ZH1UT?yI{AU}iL^`1cR)%&pOslmd_*D&K4w zD>amdFRX$CKOBh)h?55!=Py^OJa3|cv!O%zMGQPBNf$CvAtui9EB~=X=)sa@z!K^Q zOMr~pmPMQl-GZ!2HJw)B%S;D9x2|G(6Y*Y|Rh{gxnYRvwBW4{p-KS~;`8sJPDCsh* z4v(Dn;~X&a*rF_o)qp1HX$Dv>5X{Or8CK-mg2I&pR)MN~fp?F@NRx7S$Me2R2!N#X zLv+L7EF$C(Ec%t~r%~QoM)zunFv}9l zNFoB#Qlj}8?PZToI6%&_5w|IO$|3Q7cjP zzK!_rVd31EGOfrCVlE9(gGd+23TY-Rt4_5z<93_UO z$`m*_2V9T|u8?kY%8LSZbvl6p3YA-E>W4LKuyJd50-~-7r5252=A=D>iq%$z`KaRF z+kT?rP=Y`-BP0#KuEnrmNftMTYcK()*t{)j3!2N9E_oBcoM3RyBk1u65USOpt#I>q zX!uWiixee+0m{8aSfImKZ-R(v3lc z3Y*=SiHiliIGS?K*XBxoE7~~IBLW{P$|DbIYmEX2J?e(^F@0r!M5y%lmZ+X))2vLm zFb4L+T~YQ;0nR*KA_x$uQ{aVP;O(Vf;Zxm05M6r6^fvCovu$fJaWv4V;*{f1W}bBr za#H#RJ#QX$rZsH#H}87{9f?h1e0<<8ceV@*l*D%?Dg94os|jNrV1T?mcEQ0YG_ z=S`!4q5_>zff@-xkpHe65Th&Xtb7<<&3?-`nbL(&Y-w8jz<3YIt)3$7ET-jlf`w0J z8hpws6Jyh;(}EtyIECp-9;5RyOG7^s?F1#2$rRNfi#~;L{`pd-Esojy>){SEngLWj zAT5x>G^0H`1U=K)bG|-fP><^5GP*$48(%)8P}^F2;F@Nt{5L97BbHp0{3D>+AyB)B z+??vwIlQb@mu{5j>g#61BfQFS82AFGd&5Wp8XC{eF_6u6gQ8}>xlBT~A*Hos&bBV# zcO?t%3eRo)8MLKI<2TUv)8-w&o0qUB6+|xHjjpqVZnJf!&`l!o3)O4fg$VDT{9ar-^^;2_$ zm*aSf*LZ{FOkY>T?fRhT)DF;x#b9wk*>Y+1oF<8}xv|NLeUT=Pt+?Speedhgf=Wzq z#Gg?apNm%fFI!C)oBM{d&lg2kYM#94JN=A&+-5!|ce~~0d3h*Ddylr?xhX`|XwW{fu4jn=~6)*Ol#~ zRUeP}X&twNT3S)3ny%um{hP6~!xY-9+2iB!2!fZ?bti%MrCL=Yg?QBpjq~P-K52_S z{#ebd;vV6B>w})lvrnFsbZRzxd+FHF0DTm*ICbp%HEA44x{DP|U1iGCUVfBM-*p(o zS8Yx*OGr0Zw~U{DV@9i75m}v(XTNTlBEmgHGh?2Oo>&s-G9pc2^*xej#J2eA_@csA z&{1F1=d$u&Z4h&6V>f^I`kNW9h@p!YlYA~icV*0li^~@S;1gQ@*!#2X>*Mt@oQ7NW z3;ory(dLGR_cj}8yo$`W<9)|d!+Y6Dz`#d2C+-86bvbwUt`ir}r1`TmrIg#jfa~om zOX20|7wqn#Z|*GOSdP+~E?3TWLhpP;1nKvlE5CVbct3t>aJ^o*a2T28pB zc!`gfdN0gC^e3-kKz&L@Md#ck!=BaG^HQbj*Eu53$5OQ|2^7zws@#_{Y4>mE)5MY- zJFCC@T;4Ph0=Y@8815pkGCeR#vZvFuqU(+tQ9ADEbG|pw;kx)WsVDO4WPJf<52uYox=!mW=)4YdE*aW|=V5r{0GyLko^yJ{O%#7y1ApBlca7G~~HB}3S( zETp0AzrD$D$8v1j2Xt-s1r={Sm$<^7Obh7H`5IXDCveo?pV1DHevERRi!w<2y(iV+ zN`0cxdE(>Qf4)*5`pjcE_& zl5fX%)lq4*YuzGv6;KBm+iEKTomLV%zO)VXeyL$CTQhY&Gj+zma#xxbDL&i}M{+Tw z@RUcrD{lBetL5iW(Bh@F3{&)`6!W=S^(bE0Y2H14N?Y8!XV>eI7(1xz^2em!YId69 z!nlZXWZ&E;_oLLp?Hu_FK2_9%^uU^;882+k_KFl*kBh1Xk0Sg%?*%qIx6fw+?I?Q| zf#+4y7_YyhvW=u_TMY3udrX?ofuDbXv%PlxRLS|&(^tZTPhPbLK4()PZu>s4HFgC_e_!ujv{4SQ^vwyxS6;K5vV=L)E^(bbJ5hh31Z zj_Ro$=9RRYvbjWXiAlvtanSXh{oJD6qEM<{*Qq8?F|#)Ax_RI1{c-()O|L6KyU*fW zf(rX$BRN6!j-kHDH~0bj2g{_4wBnnAjy|2Z-x~`cB>2k5UZFi~GJ*lcym61!uDt?~ z_{L9R*xR4%%s0D~sC4fZDecNVP%Sqv&c=UJ=HLgj^?M6m6SoSS3|o<|&bt z>g)Kg#~nhrE?CwaRk$o`=QNvaBOfoI9s(U#GK6Y{yP!5buuXFcUio$~-ZJT^ ztd>N+7N+Me8u9)5-9_BwlbR>126qQL4kzo@SYBWJj4WgO;ch#5&FpcvH7{(6-vaZv z3wGjOyx0fijH$kwBYFJn#_PJ3tBrh7j`GnO)^k=ZoBOtegPLmcXM4nqKa+L7Irik& zW*f?6-Y)tM5=Sc}H<>bx>z0TMFeT7Patu-iy3uF_I=kPKy}t0l5Pc$vUZk9ElFSzw z@XcH9-Id#my|$7lU9h9|n|#UO1{8@(`jqTU&`=_j94t#C226~f;|jQFl43AUHM1jS z5H@{UX0&j+?k`?p=m+P}Ru<2&AAGj-F@kCM?1NT^RFDK`NamITn3gylW04*l?);K) zHMW?B0GpdoirVK@{gDKSnq$56S2%|)mG1|n9DKb5t>cEg_G~oM?PaT8-?b?F(v2nk zS!DC>3PTAK|4Je-@RLI97^O&6>JRiec2Ux^HAp}67r6!#6<}NE?MYZE!~@9+>XM00 zZ^DiUSIu;y#3|1@E70k)`_;aF$&OiXM50GeRr;RN>lEe1+ov#Im*9ECHX20~U>Qe) zC3x^SW9{2(RVF12UG$Nftef$%>p~szB;ndCfpaRZqNI5BA{U5-pdAy0xOYnrMK;wu zUErmv<@hU{Ze}YudN|=(l=|oFRG4$ELx8S3PeQ#QIUiS)Bo{M0UWRy%<(;TJ>pO8o4wP@$ zYjoLg_UHPl60L)0s<7raVBUwm&BUi5`fucX#Z6)ZaCBk@^#wPqiY#P^MX@c?AG&Zf z(o$ofUShXEiKIhp6`8>$Lm$4L**U}s6YhqhoJ8A6A=ym`Ye0WQKO!?<-W`5EaX71_ z$=|KRqxyAwqm)i%y$8iFMOY+ISvC<1nQf|yA4Y6zFDhMR#uec#x@P?xM&tP?tnw&+ zPrwXciknA+dOl_#pT?AY_|?kVc?Nktci+p`l{#sy88jYYAD43yc%$<1)RyS{RQw7Y zLZi*+GFfhr(#KqeDBz#n3yV+M~^BTx#W-oxh=I6mN|^oLdC3hWm|RE zJ4A5Dhgv>3T4WcPFXP+JG}9kSESqyIW=K+NJ@ldpfuGK#}MqM8h z9#_~$)ZF0hHO|MUNi!!z;C3E&gf(aEEcO}2xb3SgiqQK#zW+&<3{$k*4F?BJ_ zN`3xpZ~k7u!+40#hMa}Z$C`bpSIfs^0{8sw`OcBW(2%#ItBbMu+r<Co4?p~ndGzW#7$7fZ@=#2q3wn$NBy`^j9fg* zxcTlJ;E@~h_U)ILxs#LZuAAgH&xagGziwpXeWsL;zP_7YR&JoxtAA6<^ZlUkFk|%w zEO}UX;J`*2Av`2_t{6dN^xzZ?01kgeLH;QE2F(ER*iqbUh!d_tQFJIwk)x4f>P4Z;*nB#}*jV#rhWQ|3UA>Sfa53FHc zuMeC9!zTxoI*TqfvwZ7D&2#5Tp#{tCeM4fW3A9&R75C(FzsJ{_CI`2j-)9?cl~9}< z)c1wzY`Ap);ojcx37p~f7TjK3j947QSYX!%)l3&a$-L0=&t*`74tUJcW!TgQx z-|gw$M;K!-hi=`k&Yb&8itPDFOQKv=NB0Z6c^Qv4M*sMejF> zHyUgL_}SGQ+*6NfIy-LdixNSuji(GKwSl~>0bwH?3NdUL!8Xgn9fbnpRY@@%v|KJi zUsGblbU0p)HsWpwn{{h}<6!NpoqIWWP#5_~=YLoy8o)Y#AVET)tkxhMC&e!%j&Koy z5OgmF6_b1(SU<7PIvvq8K#V~f;Abn~&16%6N!K`noK(scRQw&K=Segypd(011}~k* z6;-_yfYCm$f;3`g8N6N%(q%|3BI8>}c%{j}Dx^UsY#8+sTN+IKPTZA{m>xXTw*r>J2F1xlBPaoUQKndi2Zx2bbpX4q#my zz}Eq8`LW-@oIs(dhiccS%5y2+b?5&BOk*=v5gKgcZ734-~Dk_QhAWI%z~M4?;;(N74Yg%ElU z4LHPuMGSbMQ33jTi=C#756I;oGUfb0T{C7mLx55+gb65}Ma0DK-E{iD>V9rEN<#*9 zSNTq}JZw2@6skOGk*3J_Mq`Uo*_wtQ??-zo)+ovKjtK9&N!lySMdsz|6v9m zO#PNwAqtl>th*5YP?`t86g;*QY=OKJM`W5mK$0PA+yxFbhTjBCgL7Gpo-bjqc-bUB zl!k~Q(7z>^5f=qGpn-tH`$1>vmCB^`m|VG;B-h<}qv@0t$GX=oF>+lZcxpekl17Z= zte=)?c1H9u-1`2q(XBxV_`K8uX8x)qndI`540bpI?#cp#x{4)7&p#q;9@y?$CJWRs z5xxfDZIv-C7O4v)2atjc6f`_qg-Xh0^2S53tG{WZ^Y5cHexT8N@nG97Fn~y(azaxX zx232Qwxp8iP9e?)i|0}lnOpA*H8jwbN!)*Bw-|HajgD{xj8rn=B$_NiX6EeH!p1w) z&<}a}a>mw~kbg2Ifx)Uw0ycb00rcaam3WvB908UHP|tus&X5jG9FlcxLMsH{QM2nL|^bP1t1$G-LjH3S&oLg5n(sr|ZCh-9^Qpz(G!SEr<$t@t&!_;$}fWtgpNeO+`d^~gdG)XZN| z6QplKOJ$Y#lJzlXxhtw+1RPV?fE|lfHt(4TNrn#7Uy83Bg9a2DQ{YQ33jRRx8v0N} zlUgKIc^*t(oy{85WHFMPYBHHgpK#Sn;pnH56`HkLoj$dZ92G>Gf%Jl~!I(7MV$|ys zCs0^SHw96IK2n9qJXf$&aL`xq7f?@K!-df;I{an9P<;wS`y&pl@9i_|=o*J+Kl{`{ z<2lciT4OYewYru2t|BNO>gN;E(2T$3;U6h*>Ayur`-t2m_TJiYWEma}Iu+{@DH{h` zyCu>(!#6gdwqeI?e6>v48To)@6XpRFA!P1%mF^|XX#Ht1; zqF=L2zkEtbBmr1700X^Agb$;P`?E;xMS^00Zt4#X7Y0anUhW$wV9;;NWl^QK%@pQLlmB3_^atPgp&@__W-Cd z_|z#1+%;n=61gM1Rtr2Hz~@8Yr4J7Xw4ef=V(od#iZw*!jI#NXh$jSut4#b#a;(*2 zv;HMXdyD_GFfUbQdBIbZ1SCdtkHqvo;}D2VmcE|t8rq<|N^rE@NPOnGzIw!7mn|dA@nFo5Q@+G=^Bn+S(UgGKJmtXP$4r$6M>wg-c1!Z7PtPY>SRfv$M0?3^% z5d)DN*h&suP96Q35w67mN?_bZ)6I-YW{}`R(^Oh@cihYc<35kALvYE$DN5aZs7d4|)%(15{6i7_?3WZiH*dk_wOL)&6SQ&zNq}SE^e^QvQ$gYX?Bb9>ixMHeKND2dT`1 zmdJP)Dv%8h$*Ra>Q>O43RC`JS^(Rf*gja4|X(u)vkVvc&f}i;3Vz;f1TA2jgtw8{D?o^7u3@Hu5B1!7W3W$J`wt@Rq zgPRvFi?1EU~!G?5RCbu$AZ=(RKL638@5;rb!1nKv_P<2zM$*xslyzfy zi6oUz)$+=3XJQm-gJUH}v$JKa-~W`HQ%F-Jzeb(4A9-HhT?ERuZv5h605BgZXq0BG z#U?^p1JGIlonF?PRiC9sHNJdM5`71g0ZJk=(r@5gzXj5}u>QZaV+%_N83%Lh=^7b# z**{caLJC@K;SP9u2AHf`14Q{T2mCA(te4W_A=Btot2z}n^W91C^Enn&MUF+qj`)Sf>7abTKr#f@{T%(RHsh#=EJOpGc>eMwy7M;8-w^Iv;21fkvO9foTQW#$3)B4 zp@NFZkNE>yKj%iC7LgtHO1SS|bWhAA(FL~Z0{@^!04gFa6Hqea_Pa5>uw3BB@52OY zS54`Kjel&iwM}+C_M?@p)w#k9e7~dEVM=AHr0ZttOHT2B0m}pONhcPpwRmF%Tf%YJ zlV1Km7{=TGC)2A3BkdH(6LS&k1I_l&9TWrS4OK)n0|JDb?%71_>c5U zCI&1B(G`M(%(6lOIfjA)kV)57zm%2^O;cmdZ%%pl}VQnVdvIb2QG}~`{*uj*f{=A{_#JhL&cn`c;3h+-waR0du$M<-3B&!Yx*n+ zb-l_qXeWd%CNqXe*m6Pmtth{eG6_f4SQXX}-4c9&=i36_65b#&nMa57$aaCd+QG1E zn_{Br`1!Q|t{yTOQqG+D_!MT+``6J_XAT8<@u#h@0X;Rx23dl}p2+5=+QLNl?5sp!TS-`|TyZ8mAKYO&>=`x4%ORv}D zK&#;9d!Rj##$q5a1G%5K2F7y>Km;srwZEiiU%;|~odt;INFmW#tRZalF^MOy8j>~O zn-35;<4;fZ9Gc1x3)*bZFnI_U$Q=C41iTVvx)&y0%>}ZTEmx3b01&6L)E8uv*{n>1 z7g7|hYFAYB3Fn^;XiTUWn8ta#)DbPiISX@wl0rJ^x!(9 zvZxXR;Q^2k{3B@ktFHJ32%7$?D>eaeKV$4mR#(=dMCQ=OjRKc;`K2$pZNcI-YqXgt zs~E%12$mA2pWXa5MftMrvw|2yCh0siP@W z{#h}2CG3+SzSLs%+&6BLZ%{#`r1i|XsDJ5Lhi z*RO<=*17|sYW*Q;93f`F#$I{IWub-?h_y$BZ#iytBskyoM?e8tT(@d4v_CMglfOGZ;3PFpEWovXQk8zvwqJRi}7Nr%txVcw~w4rX!g$#;GLz!RDXq( zL&>;XVqB=Cf#gq=Ude<#tCRIN6(_JAS8eLl@9cYs<3*BybpTX@WTc&7PAc{oVN$JF zg)c-u>ycjsLrs9Tu|-jwnRxqgYgK;*G5<|L)c*g@s>vT;(Z~6^(C?0X<1J=L?zWkH ztSq%Y%n}2qeDA~}6v`irF=JF@(sC1Hct6;7^Ywf{rB{%Owxn+~L2ji&%ekaejO8 zXn%EaKdIE^CYa9WhZPwO=zGOQ@?5g4>v_>y=5RUe`UEndgg@@V2VF#V(WI$^e|5rF9N$$9kM_!sq0{W`} zdGA&y%ID8I_LU|*xzWGi@2xunycuJ<7lT%#3HlozfucvsqjCkxPs%ogk|ytaIY>T` zpo2LBA=J{3eN9RIxitIcr+)HeHwBktLPGpt$}CIC-K;%W>LABwSuUvA+#Z`^^&7H7 zh6cPkw9U6U1L_o`#c-X?PQ=`@XduIIChZ!dm-cy+zH zbMN9=_Z-!*1V+4dT&|z$^`~atOxW{1yKSEchR?_A^?af0{Ey?6ago&511VmmlO=;q zbxn;)D;<$#1MA(kB?pOpHC>QU?|qL~9=|JUh<~TU?wo!tHkN)esXGv*#waVuJMXGVCh1p7y?b)F$F;@9eA~82@^_WAC!%x~u6DhqC2vcarz9&&QARUSftX zMLl z|L7kRKdBm4N!&EHJ}r~I8qj)s=Y6hhp4zuTkXD^zIHSn7_dRX9z2XTu# zyWdxx`_p3Q0cS!tO$nxVs6)rihF(A;Z5O|q#owt`!Y)^FaZd*JZbr?v){5M9X(;RF zolb;rZ$3vX?6pUZo!aE=U9#6(?IciKr)-^%pN+eC{_qt`1sTI!^;`+dQV?#7fe?nb91lS5|Non zraj}h^DStm*!{+<6} z7I~{miY&R{zE;EcWDy|zOnlozdXbkK&2jr@rUO1NU&M=fe5kvdcGMT{dN)lKH_8+P z(>XW5gtT9)uYZv4i6m-|6wyu&W;r5ej+x$D&I9$nHJoewV3=}SHzh`sj*`Zn=gCjH z_X@#VfXk;Ap|Q{~7tv{SoJE=mC52t_1Dh zAs~*GlqX)y*1!;ub2@lqqt{8xkuekXkV;od#86q#+r`39;X`H0w6i(X5sOKWgB#WD z=Maxa*pQgI$Up zm-Eg(oDF|m9GDIgbl)~V6(^MsE zd3p$qi0XwQJ?$IwQuq40v!pC3~Gk(>E0-sO1raH9d&2QN4*VzL-X=Gd%v+PuFn?z#W2$r6u&A|89 z4ydffe#T7SzxZuav8#Bq89ZYh?Uwy~*2-Y&0!8@N5a}(rySpSEGUQnwJAJEr=+0Suf4jA^-AKVUWEgvwQF~Q%yPfZGG9J3VU4I;GVtJc? zg{;o`2-go>I^9T%8f~t8a=jBedpxA$^E_^{M8VnM?rH-4JCZDJM&irB(`lihQ*Ecz z#veZ#>zh7Sl;w%B&YRb`T&%CJxK}#yb(pNA#oDGCOkmvJcdEGroV<8DA20J!Ky*K{ zt8&1)w&BOqgPyH*nH09gP@%c79|7?%zlo;OcXVlly3?;L3 zK1!6{AVNWay}D3D>#aL6Z=~ezyztHp%O)`ln`wkL(sQ_qdl$EpA~bi}3V)j4?&!ol zNeQ1q?czRYINkh{a3Hzdw!`f@z+XM;2gK1;KPu76iSGy3+d8nV-M3A(Nur8jgp59~ zN6)7L5;n_-2?>(7*oh+(sr9L^|Iu)HP%}1T=0;lG3}Jj1zT9SmE0*$}V5H&Cyjc@c zauOAEm>?~4j)(W{^;?~g%Xj3(IdolX{$g{6XUi>b@nM_X)CF+Sdbwy3Zp!_%_KN{@ zk*+8XN3<&Do2V=*V_x~sb+aGjBZq>btO*bOri~b_B-6O|MJeI&rY8OI@PVup=1&TP zrPrpz1Xz=|h?dl#^90-&WuCA{KkXB7>))dziU{ex<3%4I@t{g5)Q#%@q+XX~_yVGd z$I0gB?voqc_Nz7ePSQ!<&WhbLi13r(IuIo{>LY1#eHo9pX!UZ=3gsXT&or&i5DdOH zSCLD@*qB`Xn=M(2G@Rk~1(t5Uu-bthCGu;i>cs)!(EXYkz=pS$bJFdE+h#{^Dt zrNrGndj%5;QWtH!9!~^0q6OV;qvspB*et2m&7be`86K2U!b>{LqN-6{Dq7#qhONDM z9ECCD84wyDT~`{qO zd8;ZQ=J_z7Vdt1#afH{|ADOY1yCCf=5??NT^#*vI;48RtUn;_b28?j1{;Uf4lmx_Y zw9uljiPh*)E7|3k)l^m7vLjl|O5TKhwdP%s8=NF!`ZRqyA7;ML;ieHm`z+PfOzNe@ zps{w;VSQ%l5VBGWP`-HQGB=dR43gd`^Mn?B zJ9&{R!Dz-GYOZ}@&q>+U`~@bsK>n;8NTWg^*9p97Hn_JM=Oo?m>@fc9)V>F1-i zvuc>zgc;mP?zbI{_stIDPPww?H(_DE{tmE73MZdi7#dqVX+Qn`zS;MW##{`C%=Q%r zXX*QC6c+-bT^c0s7e5Nr`$-(5y1)XuIWdP4@OWL7Wx?T-pZU&R!m_ zzvi0`ENp+z@WkyGtRI(CG+(eySJWr1Z&xQcP-I8mF607I7@#h39$R-v5PQ}iUe z{$I3xWmH^Ewo@gKX*uDx6)O%uE*kg=bFdA2JXM=@JmL3jovWxoj=EG=n$rx zfbR`A@rOQLt}F?j^Bvql?C(nAmY!-{yq$L+pj!*2bQX9HXV(Q1%H{%(A!Hxe(k}iu zSKCaoMF=Lo^w@2TIR~5aPt8@kTfz<74-gVEF4CGEAsOv+!sc@z=Eadbclkrj>7wc9 zTN6eSu^i)$A!SV9P_tiBxdtCVAd9&1dO?I0BgMcdAnyD=U?a2?8Fz#F7Bj9m!{@p| zN2gxgy@MU@myCo39ZtX?Rlv19uC~pW$0l7qY53h`f^!S=Y1{a#B;FqakR!{u$5a$i zk?02D3QV#~fv18vlg*FiOl6Z-AlvYt_pBt0!HQXSZw3c* zpNqG9F}xZDzF$9n)h75|0jm%N=gZnyNj@Q*@&n4Pj|wJZQF5Ui-RaQv3HIQ$^TcdE z%PfOT&F^GH#*kRE`rx4DztLABqP=5sbV^^F2WU&pHYkOdMeXfugwSxd9P=ndF~P@n zPxsh4DALoui`UzJ)!$OP`!X>;KTs-$Id;oyiitV)jJw&Rh&F)@{oRJ=i$D26$_^iW z;n9!fCLjMoc{)}o!@LdS5&)^aYMDSIYlyuGDxYH=73_?lHUTv97wiMiL@msub9r0{ z1TAB?vY6A(Sune~Ud_*#mzK9Ldi$K=kB*Yx2mu)f727S@sf4AKQo(k?^5eh;kr?2% zWJPH>S4WqyCz}efo>1mK$_g<~VGOCL9_o*4ER*5iuy!t}L`;rjbPB|3Q*d#@5ZEy6 zySS3jELjFj3~W(@;ovTgHzcGZH#;_PVy_8;WfS-EJ z=f<|E!}MS(jIk6lk0$Pi_nKxYmF1B^xK^44M~}&5=J)(w@*hi61ELKc$_HOlIp9En zEGsB{$K0V5Msj}ClOOgLAFOvEpI1nQCzXex{!5;jb@Dd>F=m%_2FSRMbrxd*CKxK~ zd&iw?nOX^LU0RzS?_D;P?{_c8YX&nQYV>PX9mbu90d=z`4b4v&1Yt-@2 zbMG9J|6#sewF0Vek z<&MKVna6WSyLa6@;L?sDO7P;dG{024P0D<8Z$$TcDB11xcYN8hx)51p94a#us;aDY5l@spLiR;JV;+#o{^_+HmXf9 z-Cyr$J%<%5S0Vkq1%IDD`UK+L?ElI)?fGqwkTzl;%E4vhc9toDK}>|y6JTxwzTu>8 zDnMMob-v2Oi=Xp!-N@YGOMOc%a$=TP=A5?U0m-M>9W7OQ8P|& zy+qt-`OTWAXzBIxC?eLCVK_(gINK~^(%#zA+}YCXUiX;3x7U2%^?qf|afjRc^*6@s z`{37w_v8tjZ$ta^t9J7pF3W2k?;bCIZdNZ@@L!!?^g50;dhlW1pPTUQ2mRJG32xM8HIdG_uvVY&liqJP9I1u~#Q>>*a$Zm1Gy#iE6{8#p=iqPw2~{#7Q~S z4!o9>#o!(ks);(5rp9i`;vjRS0xtZM_BKET!KquQ4D5vpQkRa%h{N>5`pH7QaeAnd zn%CM85TXwMX2(+hFA_GgQ=)_!7<2J`LP5imxSN~_O~A{w|| z#Bcs$z-|zbuHMx5QVhv`6|6m42sC8v%Bv?(% zJ|6-Spty_(5W-?Yv55^%*A7G}070&yz3uQLQB7=<$^bx(IF$2?8n4Pb*4Dv(;v z^I>NvV>f3QHYn&!k7FZKVp5 zv>RdhS!Rmg1UZXPY`|K&l)@P{czjkJ5R*t-I(AZy5p5w>Uc-C{loX^(+nv_m{*On+ z1<0cULlrQTT!4-g*-So0wNcg~LIBfOtZ2)Et)R z5rZnZpOSWpAYX_shX3XZ5rj}+$Cq5Hu4;(v4@#VVj_WHDC&j`Z{PkIt(o*=AoAo~+ zbMQYP^Ro1Zob3li$QX*FwZvZu=(GXzk08sg&i#uj*5zlB+*|`snjgOzjdP zP2IEz!%INgP*}E_4ep-$xf!+LSxB$4}v69Cd0KUbm=908Kn z`1=5!Sx>QO`;9>VuOt5BR+x6Y38@NL&68Sx;aBu3sA44aX#%AqiGoQlH9zFoA>E{(A5zLX>L_|TF2zoe!A(zEd`iGzg4AjU~_?7za}KT{1*D>R>g zlA7?QVHr$PX(d1s3*x!ewR8S7hMyR#Iau=MVkCCf7>AuG#8Sh6e7+Azl`KWbPCg?R zXh?q-02%1OP8m0@$9Y{r{ zOl8aYKTLt{52gT|JONsn>bDx?-<9m0Ip-C`W4`Z)TXX6aj8wjGM`9I3qY^RW8gJL~-H?i);SHLCnD{j=c5ZX!F zjd8Qm1?tVGBy|th{mWel0dW_ag;+x9q?pU4kOl_J7}-gevEq=q)bi2@V$C(&Nk^hT zfaib092FEtxN&`;FbCmvB%~oAG^343N+SPts(^fo@xI2t5cwtqx{#^Q7v|6&Fi~Q& z+V_2hZ;D0Ax|KvcPS-fo$wV{(cH{4U{P*<$**Kux)=BhkadZIcU&Z8r1h9_r57!ny zKs^&6hr|+JwVaMw3@%{11u)8wx=`c~AfT7V8=FI0vIl9PL6;3Q0AbLF3c4OQHd-)N zNdPsK_y__e4Dv7MnYu!_-Vps~2-pm zzJmBBA=`0ssIqHdf7v2){}qoaLjspRd~4urf<7E05~4vyG4{~NSowfI1nG9P@^+hI z!A@<3H#79cq-bE65(%c80W*zLNI83%+o;h1g{hKKfd0)Z3zB2LIJlodi7F(&`TAp{_<=^POm4ygHncqhb^ z`@}%KSFl1XO+L`xgzyjPajM#RZ!}>7G{J5T?(b;2J2*v&GAn%b2rb<+JJz3)E0Cx9 zK%pE5kbeNybKKFAhr!V=Q=7jH8Zxl4(JhIgdG1&wF2q~J3aF7OgB}<01}r7^AM+DW z4peRJm+}#wAvZ{7A}}0gZ@uLtJSGd-VTxgbYrEyFycO)Di=iT#-yN8Y*aTvA6(A(R zaA}f;7!-%>`i`+mS-(gRJ@glI%@g%!_q3(qIii7+0ToB(23&4_qg%hOJ$dRc*c`gW z6Vmh;%wWDmeE+%Da-i{7nvydd(wxMa=dQ3a4(SyZAmt~Lo6db_f9$LdI$l7~HxVq0 z{&zh7Xg6dgwx_^?Op*51&XQnc^x6}y<0tmGq596uIJKU?3zHR_K((#{*61K8mgoaR z26n5@@F+{z=vlG1Xj?S~2gOnBF2tET3(4Qm%lD|DWZMVIvAbp&yd=&)!%LiejzuQL z`{b*j3zJ1=_<||;Sz$cE@ZJ8xbvHdJoXa)kGZ3xi7Iaeb3o=QKUaft`w|wfZ;dEtW z9qHk>{_gRbPK85%yImlwEQFDY#Ft3l07i z)psHE4|-g&jWgR(X%;DZB1Ow*RQl$B$ET&WdcA@$%0sE$GJGW;wpAhin7as)`EZ@m zEygg~XI$0;Vbr-@2CV0P&Ibq3JVAl?&VU{u4-1k7uK<2xca=Sbm9y;P6c$JAc7v%H zdu<5)Gxi5s~SoA2Um*SzGZF+;as;OWJS& zF^f%3JI?9@Hirzf)qE)!L#hZKk(@u()*doqFA)Ot#2>;xQ-EU7It63?yGa<|T|7pU z7n$*EBF!~KyU<@Uu7oGC6nXhcSM~x1+FbBLqb?k#XYHjZx!D_K*8r5;igp z&eyFTT!nYi8lpGeJWnCGuR(4%jho9h-rnm;bv1d%4^LgVS=OV$i^ofnt?g7vCOU5w zEm%nSsiUiQlRY{coh?Tbo#xuir+Ws2UiK#VC%0vFRh2g9q}+U-=c#DVVT9qf5LM`we)SM_Om zpw6#HIlW$vwwzuUZ#A@UzeTEfpBtq5b+omeH)XCV`EpVHo`ZDHIzyX)^SyPT`i0V!KWCsx%g#^!OZ>j!bZ)Rv(yYsGQp zO6^|O@yw8Orq}h(o)@YanBt;=l-Vcox?3`Qt*g>{Sn02|z$lU;zh>W}2|(R`CAVh*Y3J;*NM^W1 z9+xh8IrGM>kz^9&-mbRKjINJP7W>~WVKE*Y)b@I(A4KqZZvs|#E^(#T)cnV1^q&o8 z+#8mOzf(^fGom>0vkbm;b*jPOW*MaMG|F(|bg@z+KL6ehLPx&`qBRfd{>u7>Zlj<-JbiRD zeT0a5lU(br`DYy);-sDBAsYHc%XOKj6yjdl|GD({;KB<_WsRV_md2bIGm=K;>}x1jwho%wp367v=D@QU~b1?XaiM+a1}9*Q+hE%=*j%r z8Y6Lt)8DQv$kL#62}cvNHU)K4dovl_nAd&Ppo@<_M_N?aEm%7#o9-E@hmPOxBiv6AD1>OJVa^Flxa+nQL zcSWo+=0=Msi=C8)aj1)WEv?^9M>h^;My$4I5#h$tio& z4F~?Fn+1VLksXgFV1O0lw$}BXbTt;6bfGE9R%uOy>%HZ5&Au+`cc+)t z>+|SJxx*+2l6(n5Erdh;t+K_Yr*ZC6Dw}rCoi5|D-Q)IF?PR4|?o5j!g6hob)6VYA zcIw(*IQM&jlQ`afO6}n|wxcx_Tbs>|mCN)x?A#WeQakQiL%J*~%lFYH8RCIbI(8h{Hno@EY`^*a;kpS zX%J!HxbT6`*iM0yePzjCS=IA*MryyBVR5Kyv9GQJV=sN@-MMv}UF?pdE!{-F5Tek|8!Z!isyqAHm-9?IY*md>2en`>Mx`Fx^?<7l?<9J26BzT7?oFUB2I% zS)**PLpRAqe_m^!2FI_=Q#$v$Y_^YHt=ya~R{aFa`#MNZET5lU)Vo}pTAN*;&u;sd zm#F_bBn??8)3y$ee%gyOfy>mYbEr|{Z=To}{-}HOICtY-OZq|{C26(TmhVJ8Oed+Y^D!VDW{gRX6 z#`#31Sp3GX-5kG;&}on$e%IKtRLo`4kG4qv&V+>ZR5!Ja?+L0c&%e$GFkixCeb7-guyY4P>< ziD&F2Q$uWzy~Bc>djYsgeRm={jpn&4)AAhRnCFdr7b(i)d&0FnCv5d!hZi5E5 zqguahMO~*uqfpfjSsvoQaoZwrsaQefJH*>KpM_$%j7_xie$-1WZD~;SXMhj<0%3~2 zt5!#$J?TEIIHTR91kR+<<-d=z3TNjdXLg%K$yhwEubsAg?J>ow*exako{^}Qf`KAnf!Nw7GTQogoMHa1ZEySgWdXcnCTgOCVSF0(>1 zR5`-qDJueF+5kxF@|RSa++2cTC|QzKj=-DK_SCgkXsV47R=}*y1Ya6a zQ(3%NnW`?y_p4)Z29MqASTx^)SzMl(u0LdFsW3%2HHW3zvBF$|xw1TLvQG}*EJ8BO zX=sAb$iV(QA!RpjwqWflQ0LId269x7Xwa6ltT@?#8K(iHomD&=mD~9z3aVBC`_07< zeI-_Y_}qP|o)vul{K7#+2(+2M)MmJx^VoU$|2X@+&gcwX@xkx)!!|IrOIdoXWD) zQ--IJpMIgbHcDMxXrSF4K~#_Ltv+>Co5@+v*d)s?tSs5;ZIM?KT=Gl`Ha3}7r3AF6 zYWykI%a+t9u7HvQ%ML1GwH`OFojty7Pcr_=6{CLNUyW@F^W7a?u`CBo1BV5k3SOg1 zMXf2xOGJCPB6ZF*9B(4_iXeL4EnD_BWLN%}uM8$7g*Ay>qRH}}sI#@1y(&y8(y#5> zr_MW{EPbBUYVFF>RXby2?$X=|ugbes_4VSsEG$b}*^I2TwYl{zYMIlk(?OS@(u+#k ze0FiKR1AdyN8GmFd1GGuwR5x>n_?bI~U7?-h1y#aP z|7Nl1bDwG=C^}8Nnt7^ieGu7?nX80|GD7%UXO-}`RaoOxshuO0bb8nwq}p4}u2pIr z?24&_szJGvb~ng`#<`)NkL;zxm&6lG#^dyF!20}%`#0ZI!dS1)_DGX3j!bRm1(i;> zNtQdcMY7TB{oI`cr15<#-i&w3h!La4t#=mh{&(}B!1v63$h3#~!z;UPi@Q2@yGt7ayG3u#)Zvm!(ELp9sHcjZx*f_jXR=jQDvN2 z9vzv#kDu>Ab$rwh78$Y+S2&vOgU)A5Ro@@NZizhO7RfiScA5{+lgjq`&0Sx;UO9Hu zLXpe6+9wt_3W$Nkf%IcN{UmdJ-I z`i>?8cJarOwHV+10`(<6!<7unOsKQ!%;#zQ*rHs6UvaQxDGX%O2KK1jeouK{x6_S_67WNC|oS2FF+v(P>B7}hzkH156P?K^weHZMSqrvmQ@oU%U|eeEv2&h zR{uLUoP?t^J;ZX_x6P>HnADv z{v6eptj_=tEyxQH)6Q^-9S zia_fOr>31q0iaU>K)r{tkc3dsN-ZFMN)v$uMVu(!P#``aAXYLXR+g27Fb5Eq4`4DZ zIsVP6WQH(LkV{jlNR@pN{lj{$)w-IFLvcWKR#hW@z}yPKfqo7T*;6gTc4Od&c~f(P z-~~bat_wMwi@aCHPi!Rj1#$A>IL8slI9SpY2GSY>1Jt(n+#7f$4OplQXeK|PNH1V3 z6E3d!*RA>{dbgr-oGxk)zz;|o04&#yEiph{jreE)^-(zuOBR(=N}=)V8I^kN@(q$J|I`p4fGOqbL@-ip4=AohHO>1R+Kl z3A(ZV`y{Tl=&c{0qc8xlwv^l!SpvxBe`+++P>A8}0p#hS8e~$ZLJq}A=YIPN1_=a( zvJl;HJY5KyB!i>mb}Riy11Py2NaZMz5IPZO|IJ-4pIgxgOoPn`SN_JxtQ#6%Ny^BG zU_p2fUP5FLnUY&P2HPqlh=m>wfs!l*7zrDvDzu4SM|M07Ps(n}1f+?{$O9rbe5}K6 zF?k4nTI>VL#9Fj+;KGQE1so|>R4kW42sY6U;|Y=>1a9$2t1M~`Kmf?|h2&BISSStj zVEt&20)Zf!-i9im$^$J-T<|cRS_^7mj$e=}bSim(#fV(op|X@%F;dY=9Dd^vw6WwI zNWmspbsJfL{soBN4ZdpnVVy`;B=8LxG7bkd&cy+Jb;mg~9v$@ccR|TyOzgM-lo=>B zn^gyXX--jPx?$7gzSaXuySxO}mLa#F%B~;l1{o&_7Y7NN*+D=K_D3VG51=0wGbD#lagy+HK1Y23t}9TC1p_%EdLksWj*&-0 zM@&Zs zS1JASrqq@C+_UP0>|b#g91AVR1q?p$B`}f6zTc2 zWc1>^ItAE}1`9Aju1p_ChWw1Buti0dW^j~-SWkxxh?9(s>y9qab}RCQ*Md|aUeI3r z+wNHSLv49*O9_QMF#!qDk2N1cabj`$hf0FfgA)z;bj58(3pvk3oC{93O>*KGNF=pU{_q0>)!WHCESu(pA?5%bmIg^uvk_i``m^ zhaBWfg0`Xrmt%+vhXc}aZH8cbft{~#u=#283EF5HEPz-sJR&@BNd5X&#o zVXMTUsPQA~MM>vyfVI&Y9^cBWy1KI1TmqS{c|i0ubRelupr7e0)e?PUb4BgKUf!~y z03W-py->W6nLG{tUy)Nl;_eigHPyajp&x@dK?q;$jvs)D1&~7@`@_G<3fT|JiiCF9 zCBARw`d6&aG*2E45!k`UilK-z5Q+=@vu4FfwR7NV(#&9vM%nVy@uf_O zUBCNfDK%IL-DY@zwC43zb@fMTzZG6%r zYdCj(5&HB~`ltnB5>LuKfWcqDlcnUoNFN}T$C%Ez4r#I>ljQdNHK1&AsBg7HL;LfN(p`BuWI#N zX>JrWin+L%=9h0qXanTXiQ43$aKFhQVqwsZr z2PR~ZFk@4hx3A2|@cKPSd#@{`RIRE4HHfCaLEWLMZ>)Ao>uweifJ zSV)gDKhaZ;LzW_QlYTGY0{m0M@@)sGL$95T{vz!;t*OChpfv2X*I>cx%hJkZR5hB6 zHSU#Pj~Z>zYvhkD#=k7P!e&I5uZSbu5dwR)DR4qG!FOmMQ$-tI@%kH+aP_6XYQK=TtdlVXOhNEO0iRJg z0qjdj{k7jNT$kd`OkMH?EG(J{IzdzWUmcd};j-?LfwOuFNTGM`YOdNI;wO2l?HWRM zbFbB_UKAO+kyTJ&)S~Oc&$ua|C7(pt!rW!tYnWI?0ma@@J^nL6ibw7ps6B;MNnOk` z9mWXQRjA*zHS4ND>i~<$e&t$XnGb_QmpkIbiMvDKA!xY8Er;yDS-8DcZc2oXo|gw# zkIz!{@dE#r{VfnD#P}P9oR{dgtKrtk#_3MBwX;XdUW{>CnXv1@4)5io8a7(#&3DFy z7oo+nv_*$f5+Y16tI(Vy$tHMTexjc_n&Z{1Ot!qwb>u743tgi{jTqW4hREEv29=|}W z6^icBOj?tTG+MmXmRD_F3J=&Ei8^}r>bO1!+a#LM^XeB>csB_@7r$0{Z<{Tuy#CqV zwp%so($X%#(B{1z*t~>YsN1|&d^x(weIi_+vFy5&sVU~wE^pL%S=~Ew!+O?vPf{xV z>hX4S>)l-ZK)vREcA9kOesZ_6A+xT%@tm{SS2vo86ia*RxpU58wCZF#)pGLae)aOK zZ~saAl?uECyQrTz%}M1vF{$LRiFMKTR;X=5-k^9FlaxD9EV@%ZzYE|hkh(Qnfd`Do zvvT9|k`Ina6aF?SL{s{hWIbEF`{aF*t(B*SGbhH1!B1V5zCN@u_$G!~D z69Mj?wwd3@cy$&|8ecTtMT)~_(CNMzH+Vd=RMryS-cL|^-P@O2 z*Ydo(FrM#vQ6?HI@Fffpj>LDnt7zCjC$%QGd*2kOPkcl{K@5+cN- z%zrU=^;FiJ@WOwLBJ1uR{gtq~e%ZjbaTloBsJ+*eRl6SkLU*E5&wx!Lhz?m(p?G(6^y+^+&&P)c8I3@IpZldt zOX^b;(zI06twPkX^FY73iu%hgv6Z~CF*3DsRy?{h96hb2;}X;8&)xhvpmncX+BQ#94+Q)ycJWV zi26L`728Fd9mI&@{1_!v&g03V=(SO0vHBnZA~~_i;r|JrM2Gb?OEM1hM_}#fU(nIh zoWhk?&T6XA|LRPyyHe#8X!1qLfN96my7yM4zbH6;UHn7Lev~&zLCwr75X1Rt)sD6WX zSHHaDN&9RHfk(bxu=!0p=gB?b@Ekd}>mY`L(}~+?-JB{yf zC%hZZ+WuCx3&e3gD{E$r+Bpk#-*It@Jd{wX6ir0hkAph%e!M&V(Ye0;?&&?wz~1SZ zMYI1*GuafpdrTr@g?{rmu}M2gBeO%si1 z9R=lsq)fM6llj^7wbN!&W)s0~$wcLDFI`#|A$LRQ_pe{@+)~)*%y$jeP7=HN(3vu@ z2nJT~*KpXVr>E5|Z7^!CW@#B4V%9rI%MxO<8sx|^pd4|Bzwt! zXJxMm!KwZ<{*)-y8;8)y!>g@=u5#(%ig#Wy?`UJ+svw16hv<=ZK4;o$z%n+OcpMgO z^{Hrac`E_Qxr)Ney2=*8VP*Fj@~pX0hwJ6{rqOZO=J9=vIdd}*J&rN{D9o4iCThjQ z)%Ee|YCp}Wp;e6fnp$2kzYWP&3DEVN1Lv*7u|9e=!d+VoZXboy9Mt1Zjn;KvKGc}4 zveBaZ@U3|ZuXym$^`+$WkAW3ul?{zd(zmFEAWA%{X;<5#JXcLTbg<0pKI$2l{ZVO| zq{rHzCO!B2tES7F)`z24M=wHHe(rpO>-qWl(}M+UJeOak$54Rd)5*or**#txEXN6~ z?FfcQos8-4c+h3umP1i;?eE6i+48Lx9kxQ?AoyG~}wbuJ%0eG4{PFR>*Qgv{ckiGXd|SRKD=}tBUiRkgUhk zv1t&%b}0nkBn4sRcURa%0QM8yCvC})kbG4Kxq5?{Rsz`)R0SmkvRZaPiu} z%wIXRA*};2SCf-udmo$_1xx8m4cI%vr4=riB|N$tF2Ak1Ano6xo7t_m@GRelx6pea zE%!dTMB%b9Ed3%xhpvFlX$yV!kN9lKl`r1s25 zW8bmR`#64hD1jQJL3$JTr|Em$ayZv)l?t7XULHWaTuiyNVfZREIo_b&khB zr!%@`ljxGR@Mg@;{I*p`#vWgV~6( z1TXF)#95Yw=dGDt*o{uW&esTobo|ZL&z2M{EJiMZ@C#uVgF}z$+q=#oQHPK*glJW6mhIYbQX~a#usqr(u&?mL~Ge4@5j0&Mc*&0-Kn$P2-t7b#&l`1Hj}iK zl}YpSo`TJBgiUf5RbjKUTzL0Cw6v;1ugi!Ak+{B}B2}EJmZoWJw!pGz-53v(KCI#; zG@L!Uop>NeB}mx>$98&s^-6RS?JR$@t!q~=ta?08Yj*3ZL_FYvs!&ikc6ADvXzYqA zx=nK~3rlM{*VakTpsup{Mwu4G-^RtnLVl#iL$zLedIVzH95}|@f8KY-`*|026Hxb5 z7(tdvJy|xJ#-Tkvv2!Z}+M>L9I$q8W|FA++;u?9UcORTgf_U6H8r*h3pFA#8i`oC; zou27L|NP|ExVwO{Sf}rV9#)p7#3eybi7|c>`_3aF!}MITC2??%kWnyoQg*EBTy_6A zuGIcy?ReRRPb7(F^|ZM>>7u20u77sv+&`}riQ>|%YJD#&zdORg@#js_g}@rGBJ`P- zqhrA6r9sJjRavvD9HDxy4^3(H3DR{UD_$glO!yGnhSI2%bnLz=5N`C;`07>)m(qvJ-+>_z1bAy);Y`3l?X1Svu^d`sgC^Ezsq`0 zS|!;zJvcpqp;MWNQMPycylOEipRfJ8=h%4{$svEF^k&l&_qVFW2o<~OoHA48d?Iun ziR>^4#K>lj;*sLD?7DSoDI$FTb9ZYreKihK(`|93)kAy3XTCMWN?h1@|jO> zyY=NjxB6eXI9}1Qck(k{$;gMaVos=}8c-uu<=NaLzz&^TAUB06Z=B!VpvKhOu*r&I z?$Fx`!pglZs<#rYe63gc=pOF|AZe7DG_6GAq zJ7jH3^l6n&3PL*+YcR5ZD4jUR_{jHbmoDK8e|whs!!E|Xl`{7!5#mm?I3nNYRn*f@ zzT1mR%Yn}i&?@ebFjwh)=7J7ql48sz0al_#+i+aq^s2B>HdmRnax35F6>fF?+B;X^ z)M3~fBgrb?_6DU&0($nj3z@6L7q*o+b^E6iuccuA53b56$#In@8KpKn48p1CmD>_u z&&T;=5`_@Os-&aa*%ED==Tw&BpE=bTq=7r*vvj-(_7 z^q{Ys;IMdhf(%=)(JP!KhE?}0tWLq|5~sK&9rjBroQiJM$hRQ_d}Of9HQdTfWQu|C zI2uk+ee`ymyfx(cH<5|#R0w^KXgX$# z_VmQhO>M*kwL^-h#rHC7f1FSGm7kTj&sx}hsmLsaO)26t6b`lUh!bzKZH4&-2bmpY9SX=4OFAQ>O%KiD*paMRR ziKTQ(NiNB-xct~u^VEMnpP9mR=!eEtQD+WHJ7Yn^eSBY}e4t;<3}+B^hrO7$!Ouh7 zxd}dH4)jkP6dl9`&Y9te?*RqQK7k~S9!F0ycys!O2O{R@Vy77$y^2|6k$EO*7)qXl zV%a@a98-Ly=VSR#6PL=Ha(Yd3p`NQ9Ye$@(FMT>nx46{9LL51os4N-x41Z(o-m}!gqla^Vz0O*U5pV=oa9O)O)8sM+s-y)IqS4y zx(2ry8CidNeA{@U2Wo%}CPlgmEtK^q2P(^(j@{T-Lvn==fC9S+_H= z#*=2>%lg+Tx|>t%Pvv;4%n7@guz!joQ}hw%NBloUDsHm-&~Om&qiT_~ikF^qIdg>t z)JZa?_qWiOokxRC@QAZ*z)b8Gx1^JJ-q|U+M9}#7EbR@ZqLYzaQmgb_tPy+I3G|M( zj}pE~4asw3 zOt4Su{h^M&Hte`x@sb>8p$+BLrmEULpYRSZ!bqxV(Dbs@iL8N_s@6smfCaNUSU_@Y zbFv<-T05FUGGOi6uA)^Q4a+}Vg5czAX*EmTo5ZgleW~|cdtX&XPpx}y(Qk+i9rI`} zq^jILyn69E%yD$KcT=!orXrA?a(2=IRp+=Z5^J6k$+P+P)?pEvwdf4{;w47BqR7~j zMvLbqr!gF;^B1(yS7QD3>oSwiB55PM>3?kWn>G5xEW9+0JV$zt&r~%)`y1Cyr16Jm z)FW-}MQSaJD$koKmK1;8rHN`DRS#8Xb1yvaC)v87w!5v_r~NAjwM$jc=KUUq3=HSi z^ukYU`f>YztU`~8zL-U0o`V`D}D(6+#8icrhgdR(ypq+jY<<$4d zYd*)0V8g-JM>p5jmjmi*Wdtw2s&A}y%9IvV*5*S<@*n$rEk0VNY$qhn#?VD5nYpL? zQ@4j7EEr`AbWjDh&;2@uBNC?#hG!$u?sk@|hSggbzD0Q~W(*Hx2M{v4ibHXtP=GTe zJU1Fln2p;MgyO7p1hHM8`b{p3a>m488Pl%^et#OODxB9sbwbZsF;s8Z&><_|HMcHL zIWg)5x@I;1MhB-A^^meVC7bz}I?%@WJnS+}6)%11r=INwm-#k@RHki{1^p5}Q3M5r zXtimk3##YVQN;g!Wn7ivNY%ZNi zk-R&qm=0T)hhb!bo7B(TLjL;4BW?{w44@hny3oOaiUK_@gGeJ%F;Ah;X9=#VU1p<( zVxQLB87@5D%SY25o{5oi+ky{1NqooHfUI2(1Y0$dsS|F}MKPNyu&6(+E$Y~Qc1g4a z76i7LyOnWUeW|_Oemt#>#nF`^qm{NuRCD8Xce7t)S)J`Rut)%}!ol(ItyZ3CO=6dl zp+(llTPdS%jf<_`<;T($sFCsY?KW-X^Q-eLD1Zz0)sAPE%0!Rc)9%(}=)alHSg0P8 zvlP25`|@Y&uD-#V%3WOp&y1zGX=#=VWrkVs#LOc0PS=2_1*_xKY^UAR_U?wXrMbU! zgJ2vnpM#le%)LdAp}FXk{PQyLlD?9He3jRAvQx42xyMChhjFF_rW>b7DC|E(exPk%~!mtYEFAXFl^z8FZ6lwdr6`+hv;sG zZ#L-&-6M>xD0a4!qLbGWHsq`7O?+D!bt?O4*Y4Z5HcmWi;# zn?n10!J<~H`+vQlK5h)r3g4$94PE>09Tl;bEi-w#d)Yd6lvkc%FJx@Beo1oIO3&P% zZs`(stvd5`OStFluyPrEXuwYU=l{iAV%)i0_pvrJeV1-msH2|zFK9nEO(4zb=o*FO z`(_EvtCf+y({zgzjnIDix#iP;BVanx2yZqvAe=7EESMG4$iN%RMsIh}Gz)Lf2w{b} zm^|MT^ke$`FXrAes_8FyAC%riL8^ozy$I41x)cEc>AhF!1c3xWigct&lNvhGq<0Cu z*IEwhSqke zlez_$y3-!3-4vnyO(_i8=i3CgnFv{d+t_U(9TLU`0_3zI{Y%fS0FW`sbKZ@V_-@rmu)(52pfvC%zIdxCtG$6q4}+zh6P{0%Vrt$QN?#X~r$xW$TxZO+uIWz90TrPNW1j$gQd~ z|A=rh{HRGmc_{0rzPrbXXy#y+;&$dW)iRvco?Bv7K(a4asmG#MBQBYLH)DXK_eJJ zR1HI{IpXTZGvK^u9yZSaHSikEA-_NSx- z7&(}{o7SLO|0!TlkkU*j0^NO=zu;*rQw+;9HsaddmgA04^0o!R+n6YOKtfV;4La3K z^-!GZju*b#@=k>a66xo*tJ_H7fq%zpS|D{#?v0zG|1sX9C8WJDd%X)jGBT!LnzW9N zXhi1m3r4C8uXUCNm&0>??_d(|m8a}pFS4zkx9(YP_tp2`WhQ;rSy@}0d_~GVsvPGv zau{@r(&v6!jI-D0Ixd^f;3EHKHOoTv@aMCkD@h1hPXw2TD>CAI++zA9kwhh&mCwwa zc%@aUsN3`Q=wJM=_YnfGmmYklJ*oB8f-%_dNjPwJCpm2#-@VE~xmpSh(vK(-AqCS&cZ|T{U0k6@XL>FID3_#K;x5m=sq80fzZ2}4IzuptW^6c z3$gd#ML?cPog0>61pH!-+3`HlZP21XTG~VLJN$nu^XFhuSLJ8SHRng-@8w;Xch30` zGLqG5geq4ZpK9!y`eUXy6?erE1Ly1!Y%2t9({@Ke#LZcH&mT_Kv^xShI<$8Lmd;)Q z+qRg`X)+6Rem|fv{%Oy4oRjn{BJ)GE(m@~9r-H7i6y7ElDdNNZ@QKKc<)>>d^o^}v z#gbQSN1Ttp1T>YdkUJup$8SRzm66C$Z?TN?J!SG(?HBM2vcV|*xA!bj>f@(?&qVDH z+DPq=S~(AA35ewGTOP-G)!9?UBzn}U_^&T5FfS0D%P#KF-RuL|UVLn)N&U72Rtkpt z_}MUAkoI3spCbOIvc51`Z;@7Wo;=0;EPrd-d>Zg)7F$5~+Sd9S(xgeE{vo0I;3m6! zYgB7IWb^+@BeX$&Z~bgYSYBLg=5Fu#SU}g@Y-WY7IkAsiRu%93+WYA<4I)(F_vawq zjh!rh>q%@0=3~!J`K8>Bj(F4c+DCtX4HnO;kKQu0$c15YJAE(Vm21PR+sEo7U1H(m7rS>y&rUVB`0WdAtL)}G*K=;jzysy zvXonK7yOVNWA4|Oi-z#F!))oRH*2omom$Zqxz`TH2?>Nmux@I&iR4MmXYV~+c(EsY zM{;1WRNB_l+D`YIP3!$6hmfElBY{ZG=SZK2k*s#qQ!|a^JPbPS2|I)raGG`6VKM_q zG{1Jg!f`b%w8Cz2$J#>}dqbM!IIz-q4y@MfqP8=xTJ;v#yWiIFf6GUFez;Aa`_s0Q zxNA`kz-OK=js)*FiC6ToJZaIqe5`Tv%R}p?-D_qc5cWpZi$-2}$ZkL*yi#`}jvuLN&;?p*=Qpp6Zcz-y$qeu5>uEqp9d(*6hXw_ZXZYq{VCbxn6u&BF9ID3`|byJ^MbB#~{?SZU91>VOt- z{beEQM-Y+iSB*<(KHxmC@dCKZP~E%z3XWwef{=7&F&3>$Hd%8FKbMV~Kn<13xnhk90L@%};Ohwft zvrc#Iu6r7bIO&q|>dnsZ`aAQf@b}{SPVe=}le2bA_ff4oOUHD zsuD(z0YWk5omDtN15-}I2=#k-bqB=?{69yx79LYy6MGA8FoiC+uVq zTR5uX!c#^^!L@VXIgM4Y`~BG*BnOc zP427PyV{l%a|H);He^s)CJa6Od&!pjQ(hBC+(_*rl)`AWUSJgPF75f7o_l+3pHQJ< z&1HI^Vz6O3SPBRoq^5taH~^Hc;D}VKM48PY_+If~MoRaPt>e`CsVYL);e+Y5lj(zK zaVo~3=P0A$+G%h~QOpi;ViGZRyxx6F%wEg1`3ZnP+j!B~EusA9;b@wW$3gM4`Py!= zwYiLH1mhZD*=_|ApmVlVK!*XcV4M>-gX+?y1*Gi-=DgT620}GqnW7H@ZiRzmqrkcg z4%B-*NUsTG(nt(gf*9ggP^A5*elUD`iH#RBdwEf0DdUcA zP;!+Vr-ri%z{v8Fnuh@LicHULL2&UK`B9+qqUPYnC6M3I^?kHvM zX#AxAe`a_YJHsrTE1=)OeG>W4ASOj9S0qAi{lY*y$}6zfj=Bc-BG^fYDuU7N0ik=& zoy9moW6zmn337U`x*W`G@=keKPmO}1G zuM$to>=c)U<~fMq+VpU@FzCC|b5|vta^0U3`Rk1>!*aTHX!rb)r)9YojkSW+1iZM% z`Y3@wK!_iw6Lia#Jwb6aGdH6KyrmB+*`34?PdD&rU5GVS$9MlXh@ss`1Q`S-1Mx%u z6SyFL1fKA~+mx>?>C4?6hRXT#>i~%>s#~SrU9;ttOnTSbBYaK$LEnuX`!ZRT!}Rk& z9-eJ9aaZcTT|eIxSw7{RT|pGS*lW=nSS@GWQ!{C=BbTO$px*IEZk1JieKGy3mMk$X z4?M8?HlgF9F$c!RemU0})=}ATx2Tm_m?gPG`qXn&E3WHvkFnE2F|#loZc%6=5fnHj zPq9j31un=bcB-WftOF;%xu?4S4X>Jv$c5ODdK?#tS(w@>8yR~lmr^8+6zzC4@WG5M z>}ijMT*r_}EY78oitStBU>);=l_f5(BqIYVOj{ur`-^hS zG3Mb$NSz2hu!Iy!q&fhEVLN&si8i2l!ogcg?YBNL?u`tpd%>UeVDX0+N>4HpmF7pmS>D098@*Q2J>RbT zQ(-;IQFbMuGPMfOxqG#k*0@mfke~3FEDD~aiq?zXEd>)(e$B>KjN=u9|E=LSaHz(s zVsLs1xJaf7klcl}b%S;t#~11Ppo%@biGfm1tq*q;B+4E_`PiR-C9+%^>5zGMP1%_E z-oq9S7i^3(*5^k$M#0UkNGiV!{m4X+SyH=43u)XXSxO z9=+dySUz0vh$h8H6T(^OAd!v5DAIdWNzWI>kL^zU2;UiyV;87bVg0)ZKYEnRY7`T9 zHSC|eDgi&3^TNzg!m9wJP#70963+xJN2Tl9XO-C!C!?r+ZR<)ZZ=gT=IcT>Z$Vl2H zM##_n_9*OwvWP0*=olvRt#V6`7!##|=9fxMen$V5^uVf`m$)%F(m>y8=4)idck2g} zXdjGtTRK|yzKcbX`_mly8!c%kC!v3mCWzfCo+O{A8Yi2jt^(w`l!7PHO+O$I3{#v^GxAFaXK-Rl*oX)Q-srGJAZ@A_qTIRlY4c_~6s%6!=_7&n?6= zmvkYEH6<7RL9TKjakINI9M4OL2*NdY^rjMaV$ylYbt@e7PeD!%1Lbz$Y__i7L9h?;by7 ztNDfdCo(9E3M#IQF4sXn1K|W74fNElQm{>i5xy4X!Z%gEjHIEqTxcVyiMm(A8#7B9)NCq7c)AG*h~cBvBEi!Nj-o_#EeQHXQ8f)B zL!37+Cq(Q0^XC34AX=QW1P)cgOxu3GPohN589#MH)d-cgKd(w6TjFb)))VX&00<_j z>K1>18p|NzgpYNI48483c@$r7h-KoVZRjC`c6iFLn3!V$92HQ=8DVZ@d1tLtt0Y|v zj+M8I#}gO5Tcccqo5fL8w5umZ%~1~&%TrSta<}F9MIKTJ=g)zoZt`ykN67tXc6g?| zl&6xSI<)gU^g(`{_Sicuz!H7$VUb#6gZwTIkW?ZXHLhWYAv-$rnBOuh6EK5Pj}LmI zOxB4-oHv#6(@AORfP6&p&qIEK@CWT%O5hElgJDlAj!%+G;E2`pAE4!NNJl^+uvmQ= zqy)a|@_KgvXVdEWA)5si_Sr`tvtcaQ!U}2~$_8_tKomRQWLv&sdt(tm-V)Cc7&rbw z66&`=O^&rZo;fe&IRrTrCIf9o{}Z^N%{V`#Z!e)^IvvTL$zB#;wg7KYH8iW>ryV=( zs_|eDAipyk*k=d9wyCFy5A&7L>Rse5Q7pSHa4j9ZX#ji@aizH=x~W?6!4D5Vi>@lBt6ZT-U36fn2mCs(%xzo1tpub zZfj9mP#Qc{%7%%w^NWIbr@Syz2&gztNSi`XHtg@bRjzgT;<#1RsDGaY>S*+&sV=eD z2s)P;PpFn?Z0Av`|D>vIWDaPjUzsA-(>TC4%J;r+8sJRBxgBTd+xIhjB1@*}(Qb6p(^!QPEQiEw zYvq60e|O*;aBloQZNT0SEbPFZ)cBe00VGk1QxuNLa8?uvHB9w0xy{5QZf_Slh8- z9&7lNlTIij@oj&fYtBoUgv}gKWRYd?;sNe!QGHOYS~=Jv=>fh_Lf=`5lMi1bj&1x3 zE~9-wJqtwDl6Y|~{12aOf21Ki=VdUbU9E!|;lzp&bG5UKt4?zWt?GQC+!Z{DeO42? zMuCR75vjf+6>HG*qlozovT}FjDkk;k=0oLfee;|F-b`bcd2vHhW%*cV#DOViCv0&$ z?3d;*$3n&9taKr^tkQZ#^J>LPlu|RiEZtKYP+@4p!grB^vv%POc>mIz*KO*`{PD&u z^1P;vf3qL)s>ckpHM27WDAw&O`5$hiiliijYqP+WKoEj(aC#J2q^}%iNzv$oZ9LHQ zNGc{)b|jc9{@hQDE&_MmH8xhSw)RY<$nfi5$&J3xD2Wdtpge4TzAI#wWu$L0-Qx^ebW*2yT zuenx8Api=v`B^Z@Gs@Sm*QQD3;x-g>-bQ1cI}PUC?SC8U@ZFZOzEAp`M&#Xou!(+# zs-eIUE&ZBBB+JI>oHjM4&8X!3O&WGqQ9k-0aUd3l7!7Hg2#q{VinH|Ee^kPN zpG*hlUKw@p#Av%^a{o8|{Q4kH9F`*>hBzT@4slxqvlH+6-b}V0;3yYk_Io6nQNp-R zsp4q{Pv(c)s$LD15%|^lr>RDUjoz{`zlfh|IF%il-*V($ILiJEC+cx52Lm76$Kmj~ zkF=!J?5n&5b8jqGrooj~9*xHi)*9gDY za~N@@$V@RM>+c{W&`73@!YcfXvFv-IsE!MbiuAT#C5k#jggXNGnkJ6R0_m`kWl$Xgg1d$Uw|WS5@iLj2xJIi>dz*plK7gtVG@~2Q;s#GlTY*q&XV_! z{mLCb^O*gor1l$l>OazfDFGHosi8#?;c*9vRX7=#nveXb3(ur5w62(XCMpUxQ} zs_C2K(KD7BQvRV17of`kC%#{G?K<~3QRX3q%F<(Y7^Vpff*$ZZ#WS=A2TA8;-c+Pj zN8IVos=?}5Mpbj}WoLhjb5|?6gXO+ov!ggjcBI6}q#6jx)1&YOPa>6rJi_M)7#bo7f2)5OUg{Qp-k3zbPO7CQ|ywr9gf|Ef|yg$iX zA`fepXuq+CgGr*n{VJM|Q#`FnZE(1<Zop{my?&9fZN*gTO5^XOk6fT3E zen7M1*ZGbXIh zXbmd|Ld`+%t!gN<;cl3cDkFKdGXqM-mG_PB`xrULjsj9({!deUs>zBXA7J4-s7$Z~iZtMReG4Na*sIMnm&j`|YhJALpSKZ-D$6qM^2qUyWnm=NEV zwt_kNnnj#14OT}l%`pUpFHFYw6#Y-&@;xPZ2A3AFZQA2Yh{3$E2&#EkQqnTv@Zvg4 z^WnN39@1`ELi-J?(fx+1k}7xOw;OQkr7$=;hr2>C1x3vc+8WRCS21O|gycSGkK+WX zM*(H?;R$ti0|&ZJ>a{u9pqU@K%-{ zj-F~(qSy)00q@MUzB+!{c*l-2g|~6=`;uZ%ardYw@LIDPqAMnt6pH~8n3$alWprOy zbY{N5*8g}PGX4J(d=QoYPw;6(#t86*@OhAAcKMh48xK1SUcCPixygTQzyz{wd`(yN zHCAM0ZXuB2kdgbl0awUd=oV2qHjtr#_$}lFKhfsY_+s$ScAUa|zZiIFgwyQ!k39t; z`(ra-$dKBQXOa8KKH4F66mO?)V+oLVUwoul-$&sGNbWEXXnP7e@^U@skoA`T_b=G6 zd1w_&o91!=5OEOI4p3u<7)#$e=8Jhgc+D2YsS>TBMm|g!nMu4S*Q}}Kad}qrfMqSh zb8a55*aT{v*uSdRyf<-Q5Wg5}4EEq6dW&MWy9SDyyZ^vkVGi-CGm}dupg|dZM-x3J zl|Cpc5%j(v$9MdV=CqTwu~82odwL&e9(&Fg4(3z_-2@|rw*B?nv^8p_zHryS;CYEpEd2Qq$MbRG_=WDO1rtZ`4*~d0>KABT*=Kef> zUva>=ey$+5uA{rPe>hnfZw&9^*Qwu(N$Bl*_1Xqu!;qyKcsbX)ZhK16*^$@X^ASEx zNdIE+|J5wAJ^laLEK;)a8+|~3RC?a~H?G3k_AE9bVbUw>kAGl>O~9Wy!0S;?vrnO) z41ZM5CSYPATFrk}9uJrN4QN~m{o$QeeenG7^&eZ4aRvF;mzR&NjIQaw$^Sanx{~(~ z@;a^n3m^YMdT%a2|3osLb>8#iWqy-ar_`R+`L%rD-;l-*y!z10u+^m5&D{Lz>X(y~ zb3akAgO9IDti7v5jeKvXv#M}CwdMb8n=Br__=YL?l6`a4)7BS1i$%01{znae}ZfL7tHeT9y zCU%^L;SN2Z53y0qV*UJQ~l)1|TzU2xJ1L&|OCrb5 zt-Dt<+kdZ57jzgg0obdRw!B>mA2%?4)_z4&$hQ$x_JDcedi}2(a3XS5^vR{d?fSxP%^!od-JpDLb-@>s-8p zX6=LwzQp*a^vaHH)LD0CZ759zJ@&up?n;s&xoQV+-JH+JU+opLK#_H?T<==9#44=l z^B#TNZTEStM*De;JkI)T*HHbNYBi^7=RqmESF#d2ODj z;RqNHNkCBeOKQM*l$>gr@n}YT!=WbszxEHE7M04sHul)|kG*56g5F&pZ2QN9z6JCJ z9$^1Uz3$kXkwr~gBZhmt;it!B!_R|8&7SG%gJ^SZ6am~n9{)fC^^M{ham68<*YHw! zNa4b;YcoSGu5>zt?$`OBT9!}Jo$R?+Wde(wlR`hoH_v;6ul(uO!9Q+#dYyBa*L!ps zPD8SGEuWm6rBwhaE`xWEvs|(&ei*WmDUwi-hd8;zeI*LLOMfkO^WwGWv63*8k5TSL z7n0v%>v}QdD9?zL30*HJ>|xkx_|$edDVD;{ZOMW@#vw{MdY|_8{IGo@3>CZsH=+E4F_IzjBWOF&^ zAKAl>YuJzCvNo8;fk zdaU34Z2R)kC&NSc2c5s;sVqZ(dBVq=Yn`CE&mT>fI0f_kc^F(wR-|89@$w`cXU#tb zXPRPfH@OL+F+E;XRcblkgILbNm>pbD>!Y)mh|c+81nOnI@bprz7oaoRP~fB0tyD$4 zI}wa`FN;1>02kpi=b|O(1)>*D`r8fziv2SUkHRXTHytDmx_1?cJcEiNLOkWb2l&ab zfos~;&<#d27Y!v=#pGAN?);AC@mR@yAKqtwbEh);*HFl`H+52AS7cKyg}=R|+dRFB zs>}I)#OD2t(@Er;i97qs-`8GEIa1wLQ270^n<7SC_*4IeqHJ#v8}lzEOM;`s;NU4o zONM|yCDYW~>kaPx=BHvCu}Kj`6(=f;v2tuN(D2TB(JVOe z#&}l{!{I>q=aH|}XT-$goL}vmtJq(iIH$-BsNNcYxvlViWrXQ>fyIDG7u* zwQJSz=sgHx`%fvxHWMY&S5zwRCB%dsD7e;=`1db&6|kp7vdfDkg!LO{y2L-1ITBCB zPat+D3BPV&4WK7Hdf;l4L$HXS`b8tV*Ob3q_pVtEzo!RPiEkvlk3z9pE_iHm`R)PU zgNMYZ%w9*ghDGN0;$^Zo1q23U{WqpbN=|ouaO3w2LjtF9Y(uzK@<;?2ku8 zC^Q=NXW;h*GbQgF5?D&sIyep{o?{~01#jxvZF?d(sM%quZcWFNsQ!p)l!%q$;584L;g)P?2 z17iu^f3PWn_IQ!i&=cpb2vp707z=*e5^Bhw@bB^9C3v+RBjmDB(WpdU0)085sXqILHS@*G8)w}k=cPW^d9L1hdxwm5 z&KhHa1_~Ly8Yb;pIo-FTHal&*l6H`XfPB`SK#atjK>8+OZ#z4-C2jZc_b1l^{>Li* zL*s1+Vy*;(JNI%Hd?+%r+V1ZJHH9u5z1o-NLn3rkzu4OusN4GlIAHT{W6 zsO1YZkP~#z$0@mQu?M1Sb$shwq>mw!{+yfGevwnS**1;i%K~p~M@Sg9BSd~n*0R8~ z0tD^K%^y7|d}Q+Y`UG>wxnmE9HS?$EEh>H7U;dppniy(;SrLf%fERV~H~Oe> zb?}wm66<@btak@Y?N*C;CfH-OlA=YwysvyHrIfkN%Uw32YK@7XS55@y(*1%20%p(CU=|{bpyI!)PQKui_r{jwU{J}x%tTLB6 z2iF$F64sU^FTZ^cv7kF(d);XB-ur}U+cK2-*XpKkYnPc&{d&Evi=5U>#97wj#foga zMwRJBFOhCV?@p#hSPffq;_iHBv%}e-#-;sVi4a7o?(AKZcenL#x9_h%hNPO01)nM@ ze#Zoxey^5CumLAeH(UNVn6zD}KYqPw`x6pw%sH zPM@2*4;Byv;IzPI|MDpx1wFho^H?6cH+po|*6u=%+c)u=m_j5XR;NhIY2DdYf+^|q z*zLiNq9Dreo>SVgj$W*)9xZCP4H&`>ZPJeWN?=2Ea5(@cq(1>WhiQXi8R>>OB+46A zMU7Mk~Ff{Bj`&8k9-q@<<8g1uqCn3vg! zDhW3#NFjqL8AW2MIJyoNYF`TK-$100n3O6we$_vdt6Wzbt#36%K#Q>cL_}VRwXWWa6m2*Eo?-v2GT_V677TU}NZ8_AXi$4v@z?$ftCuqGY z)M^!=t^!;+=ao4}*)D>ipT4wc6s8@w)|TAfVTVu98Wg`%vCjgO8+48#zdo6F7;+#l z5eMe-V{38nZJY(Cy!B_blH=e?q>lSiTT3-n1?6+vRVd(onF1r@#Njf4K26O{B{(I39hDuf*PmoE^QDFoi!1jvWH)wo#cJ zmM?itFClc3(AR`ZN%{9-4}zN535UVy_MqcJnod<#SV?4ZuKfqx+vQ=CQyAb&%+8`A zs2(?R2ygpYAcYG5RM4G~JBD~>mi&BBLky4?LysN5e0cQP zoDd%r#tlV{R9X&MX~t+KQB^u{dU#Cb$d){9_3MC!EQ6BElq88F^GK4C5rNVk1w%p2 z(j^L;QyX< zrO&7ey9>}RB?(QSp|zy#h?UB0lgPD`VSx}h7S`4Pf=Wa`CoP%PV#=qqb5MENmPR|k zmpk-};_a1FUYS!uVEfNPUB@+J@2&h=h}~K4X&Fu}EqgAvE9X3n)$?V$z4$zxugtTN zfKaziTR$Bp{dV$I|4i|-+t0yl+U+*SZW^}Nq7=wzG(ikUan#9^8)!=8{ zv9YAj83apBcgm-ZDzgE)h}8gmYQB1>+kdpi1!EJ*(L9l0pn~Olm=b~GjzYq+4sNuu z#zYNqj0XF~g1cDZjmquj%AmD@a?1x9drmx~)2a-8YlhK$Xq51=`@T_m+%5rB_&s<`ZupcFv_S zSlel4srpM%Klh|5PCr^Qb#z}8dsVnygC<01A*x9E!$dM4*zcOhp&F^$1DNuf9rFOM zXy`ileNojC??K(S?sLVpR}LLDbZe=Cll8&V@XE7Q+71>5-)2M3b}}wIt~YzcU!9c> zI<&`E$K-6~+j|`Mv)Pz$6F&z}tiJ0&yy-B14)${a`^)<^PpmqRuO89^(H!dJGcM~- zhD#kCfY0VspXSw&5#z_(ZqsC1sJ>Gqb4|OuFqabi!z=9t8E9b!Wb(umIro_}-nUt- zv%%XE;3%PHsFl%iMDrCdB)D(SC;rXnsn3yO?N4WN`bD42km;wwIB>aku>02?o;SYY zsR$&|nyA^`_*EViu!0<$uODzpbV_?JhXaK3tUFPwc^vH>oS=5r4rx_z^Aj+b0tW7% z3nZa_vR>kqX{beC>;tya@>|WJ&*#kQZgrTZj$9&m6rf`*ge>Dv0bFgwnpkFz5mWlf zesBl7qL$`R6Eq*RUc65Bh^3(*qIW_Ky9^()Y?f*F9yz~b0iojI>>bCe5)AUzCF3qx$l z2&G8(qvfm>XZNdXRMcoAqPNG&6N!~?rRnX=wMY9 zKQO!WerjaNKqvv75-ZRS=fJXuul3771dWNBTX``Wixf_O^z@!dj`B#o5!0?|jx zmnT40zFeDPl=^)PeV;g`|LgXG1GVR{atZGsxGvl7?CTX;X1B*Y73s+sjHw#pm6(H%$jf_%q$ z1~sMNygZI18gAhH01QN zz4@mneoM3}(O@W^`sqhsgdSO)vi7{ie-&0i!u9f?T*haied6Ql1cIElp}+j zI`E$Nhz<9c!VPd`5!1@Iovm_Wi;A&4<=j_V{@xu`bj=sa@^pjtZpMmYQWaqR590h7 zI6qYO5oW~D5VUqv_VW*ZIa?>}Nt;d;%4seMaoQ?;_IC8}?qEM#<+m7|Wox4UGGa!s zyi5ljAP;rKg6(^7SG0b61HHopH`K|3NX7LY^iX@sQ@Q-G_E$e+&bHcGSX9+~&rbKa z`DkXKQ5OlRki-4}#K4kpjGMz2w1<&WnMwFv87g zyjceKl!{@>?WGam>1Vgmc{v+pL!=@m8kDZsL3f%;dWPGTYV4w1_aAKdqDb5*2Euvr zzf?PII>?89Fgia!XCXf<;_LubcG?!`gU8A(p9~zTnncBD$4ER$k1Sh~l;Dqc4>2tj z&o5pf5uckXZ|-kLMg+$T>7-V0iMv%&I^lDe>FxN-O=-uh&Pe?pF|Wrheg)BHyj8QX z6)GYjjQ@rXxeCp@eo5M!g4Xm1<@T)zu)q5ra2QUI$}Rhz(oB&+6OAoMzf&mm84++F zZhuCKZ%O#SD5QBA*slT$InZWJw6g~KkX{YVkxKJx&hF0bd3L6|i1tUjW5i31+6oLV z{FAyhcplTsmK#=;MsFpEpnl9gQ=%mpI%m0i7ja0C#wA`SYV#Lt1 zhZ+AbD>wXS6ht5^_}(gJ<>IT@G#Cg%lYPC3bO={YJPSO6%iL z<|T&spbGGhNk$4K!lRF#d~*@u;KnDuYweLq8C6%`MAtv!S#;c#LZL+BHYS(UrWYn~ zZk@w1he#8bVvO%E=A?wmmY0AFMDLUpE4MttvD7wGV-U@u2u$&rhyli55woK+Je{Z_ zujVM7b}nqZ=Wm6itcU?iDOCdQ-&MJGd-6k3zZm6&6hfY!2}7Uydk$$kJZQwZ11!W~ ziw28PtHpr2Snxml{uj#VoC`BcUl}y!)P;jOUQ|)13H2~org)6c7f;SGXz{3@4@VhT zQ98%#weRJ#d>-g>RIkBqJS(Fa9lv*P>D&ojw=>0AhgXs1ZM@1t?NkDp3gl5kEp4`I z3Mw;6i4yw`*y^mL@^Y|*s&V^+$Bs!>cNGMn*x>ueDR*{LyIoB7(X9}~|FstXH{ncW z#AK?6XkOPfE1q^SGnr-d#2)ejzj#gyDXcgZ@A&ngDolmjBfO>hc!Z_4$JG*UNNNxMCaj#O^n8zy8Ve;RHNDZ<&3z7iI5Ag45npkwLV zZUhBgaVEtmBcyi0&Z!cJYBWS5;qnr&qWRAeNGsv6<{J`G9}C7puV683eW22EE>mW* zws5q#dYMI9QDUl<02PtaxNy9o5j~9mlR1RN z@!>72t>Sz9Sni-zY3W4c%BPfcYeS;(#FQo1XDhDR9R`6or^`ACq>kq zo@N6rYEuG7Wg;w4zfW0q6St`bvUv{UGO*tC|0}XFn^5p=URpBIvM$o$B2jhRrhR8Y z0@QcdV2t0YOO31L+8f-&x6gn7!Sc4Rm!nQp^I-;@#n8CDpp#MopRm507E6AH!>NL7 zn+tWq9}t&;Ny@+uYO_c!ynGepopMd|+XVP^@?VJ%{QMixxVq|-+-3O#s@1ejT zn9uEN4Z++8Fo})`-LKGqmBUhT+?QCy2Ix|v1IYJ?3y7mJm&D~tIAcjF5bmcPixqi7 zZAo4rF=*5Xb7(iW2bmlKUmlJeGy)#_!?^voglgbK=Su9>)ARoQpt1a^uTB){DnMka zw-_RXM%aWa?w4Q%$6?Wd*jFZT?Tw!B=gBIW#rAetR~87ks{#I`{fZtBq zQU7B{OSr!BxQJ?OdsXno+XbogM34NquS~5>a+wx1&rM|C$BED$kDhotSVTvl@`0ME`5HeqM0`S49wp*z zP^6lKWvFcoMEE}9BoSJvZ_IO0>^YWHy~sONo}O|O!KMya;2md31U9DShWJ^UL9tgfG7(D* z8;Sv)QC8y!6-b7P=(Dd>@<3a-K9%s0DX8LExTE?=K z1o+qCY^N(PIOma}LXbO(t!_IUZB-B)*a&Cci5MnnyZ*5$laKad(De$~GuY15{q}X* z5q0flUjI5Z>45@-ZTnJ9C-7z5<43lwU+yKHB_E60V7iY6w@{CLTH7r{LVSEKmYi*c zO#cwn>&pMIbs{_%w{;TuyMI`6y~1{nb^ZJ*6VsW5*aEz6#olMshG@S*8G9ELJnsIp z$e>y<5VZK`cR9@Z{NvGxsXVynhw9CejWsxceXtzB_PevS>Bz^Y;k-5L^!Dj-bL`8M zc3ZBZ)e&=y_gTFc9{j%zcC%;eI|9Prs<~`RS{+3j(S5{1aY&iZb272}8U+WF| zUL5{F`@hqY9WS^3IxF?#tJrq}lD9wRzS-sp&AMNq+tS88wwqpKiB>uSHNMO1^wU}Pug){?HdM^7rjC|11BZ1O z*w!ZRm#mdSPpltR97y1c7l`eAl|yD)RH{`2;@ZSM6M zA;a$g^X;v*-?eg~hvbV_TY$rljf5!8_@lQPZ10?PpSB!{RyDJU@^qgCuXn5#hRWoU zp=8#0ZLiO&({&$`ZJp7SUu)Nl_@j}JzhYUM?M(uP#E%-a}e`OnYU)=%-Q!4P_^}5xcq;tG* z5&c-r7wkTMyfDoc8uDqb^J0{z{p8DsRpQPrUbi3bu6cAl{oFcRheE6{Ol!f%ce#&& zS70AMl*R_j`|ogQXL5h6nP>1atbRwn68hrwPg`2pm1|*$1oEwgtEqNNEO14I^Qbbz z-|8&rMYNjn=OF=&JZ$;K(=S{99rJ07JLc2KzG~odk9MJS{YE140Yj2cj!UA}2AQK( z9~;leb9%a`-=ZCA=BHy5aJ3tcIzf-`jC>^!KR`|TXMA%gxCsh@qlzQ3_nw8XiTw;r z<^n!8jv9;n0syF4J!>`UO_lvg%}aZPy}HD-=r60%r7YpzagNA##aqG`;9P7J=D7F^ zl!(3gtYs)I)9iBH#9{w+vhj)SAnGjDoI6<^azsnq#_knlyYV=$w?*Y`$nU3z>BlI| zwXfz}vfdv)vVBrPiOx!UmUcWg*?#3T9R0VU?~kxePnWwe+mD;jkMudKHa+{G%&kYC z*r>-BwQ^QC_F_428iJvL3xD_WZrLd$foXDNJjo0-<|{BM!3})&Ki<7as0pKNyBTc8 z_xxJK_`{5bK&|%}b=nMyXFfO2_!E#uGga!N#zs23#K69aYzbFvse(3J-e*`9dmOI2 z9ECWgVdcYCZ)|>Jb=r2coMI8ok9>}QTlCLs@M1efk844&9!%)2ch$JR1@(ep*zPBM zD zO`TU&P++*QXNSvPt&huw3JyDGwd5hv*^`$@&PIjiAUGN%qYQ9e9U-%l6Wg=*b#vHpZ)yjKiXl2}8@A|zvJdZ6E5w6QZHzl4QA1#M?@Y8+w z)ghcUzdKZ1;(FrLsJ6#^wHp8B5eJq3i7fB3TrN|mLFef7-@n?nHbS-)Cp+g|>{6U0 ze#0bFWnb3<8hG?;1b2_H{l`Ri>*9?2Jf-|d!jTs%)T&!Rnd9A?k8Yr&^F$|E$4Y2l zIeb%dx;23Ft~}S~XXvyM8|NjJltkN;6U(fwvzgXM@6-!Vn+jU7?dA)QY-yE$O ztLEo7QT)0h$h4TYo&Dj+cVt>}QNZjR$pn}ZyK6C^m~yXt^(&lJcK1RAaitz4mQL=E4+=Oh|0j*f2h+cW3!w>?=2f{0-BMI^SxS zWug^%=rzl2S0<|5B`XK^2%e!ZC+f$%r@cMd+ta+bY*$_1u~3Zt7kymJ>h#s$hcnk!qugzdouL3u#9Qad znaqWnjA)Q4nMKk>mKQLKv`<`1wgFqKO&(UcJM(2KzowVHc+2C%9)dVOU*mcHTyCyb z7gu*r+@)L^N30??<-t2SD3#_3<={m`U@W#eab%i2_kdLtI+c`M$hL|UOx-pYaCgp1 zK5+^u$T8)Pl1tWx+A(nQNC8oXR32`OT_-AllJ(S8C-*DEkB#Apb1r)qtz-@8E+0j{oPv0t*-a~ow)l%L? zIsT}0``@iUVihIYC&FL*$Gp8}!{pR1= z{Hc_7Ik2dq(#5U4a&px!TmPt+XUpq1^8C);{GXHSUzV$rdeK%VBJoZ{zojgf@ykg% zKUuyKBj|N|)jKG|Vc*;T-CzwXWvhFh`r=jkZTafv)pvtKbmy-0W8SXXcv0r`oqKb; z^*4ii^u^VyudbHeZFbWq_dKkH+{DY}NSxoTyWM^|T+*M@^6ciS-S-D&-mThw4*!lO zEac8*s=v7n&UxoQir#PM>1uf~jM-I{i@r~)H@Z8~K1RfjcYUW#WA7J)xb*|yyHR6& zzZFIh=g*4Zx<`mbFRoT^R~tX{I=8(a8N;*mX4~75J7E#|k;Pu~M$GxAZih%jR&>4W z3enwPV4L=K{+X^`y;#ZHxcqJFdy>a2hL~e7NDHp)yDyKn!yntI+@=dA;0d=Q%x%~S7@ z%u^SQGe%@2$spg4qMZ7ccAR;(H^0bRZw!n1`qXNqGEsp*>iWmn6}%X{#kY zj$&{CimbLRH|d|$KT_*z@nn4F;-j zTkDTMl6Lithm!ht=PX68Z)~ddUp}^IjeapBPQI;rY(Otqv%WIOV#FDk)9LcKe`1Y} zOs##>r)4ozo}PO#&(pXaZ?}Z*@@Pl2EVYnIBK-&XA@||;nN-sRT;U80d%RbV4N1OA zBk>rdY#J4w5-WvkDMp^s996N}$WPDvg`FyiWGh+tBi#!EPV!G@ztAFLlQHr`2ZAfj z4#!+iul=cTOD>77gd}`~j9d~+4UETfZ!3NIQxuuH(!>JWZ;3RoSNBhAB6oR=@|&jr zirr9Bq@75WZuHJg9Bqh7#1{Be53Mqn+4MIrwdhwwe2M7pJ~N^y^_C#ofA-f;O`_eO zrsA3SC0khq*OZX8$e+s<>DFAMi+|6q3wF|UDlT~^u55g2`c^ahUFn3jzt2gU zmRYIfx_!>Nyx}#~TWCz@T-pY!S#)KVCnYU z`32XTFDdIwWBb<0m0*dh^+g^3V=h+y37ritSU!+gZHF%r(-g_DNUuc4_Yub`3yGJ)rlY@+(x4TB*F&|h@-z4Y?*}wX z8}Yhs@}c0QCY~sK)9$J^gYKu)2}F>1XzeFU4+VD1!%hDDiH6OzFG}Dh?`FDq@wI*S zN6!;bJa`)*b0pDd%6V%xFs46d1};|5_lmo4lWb>`M6eZ0D@t6iTy1c_ZcSgx(=r>} zI5rTNS$X~0SA3KrP<9C!czl}F{%6qlq2R+3U$R@Dj2oep(7%6r-)=YtycW}beYomW zXFR`uY-ymw{YNu}O{Kfugrz#owXsR**$Bt{-Q*P`}(3LXfFFpTVo;p zbM`kh+nk3LYHIl{y5EXV8E&|oIsY{5nRK5H`X5U--h7@&@@mNOeeum@f>&TSmi%$K z(c1nk#dW(9XJVu-3#h5$*AM67^5KPO_0tn}@|voPl4?w~-s0oFi>nWxU4F->351n> z*2dFAR2iOneX2T;6qz@uwOcI2TKi~htDI*? zGyg|r<#WZh)bςn&T#7TtBlu-zD!Ff>B*yP7P)nGGtfi&Xyl`8#4Z`%TI`ngdQ zKWyBDGv9p(+grn$B=G8baz00g=ndyfhXyj2{&1{Eof(p2KNfTUGQ#E>{D-r|cB~oN zc1-Z6+9Quur)Q1I3DD*=#R^Y6j5|} zo3<+}F~#82;HueC6(S{MRu)2ly8Di5p<=GK8of#tre$j7R5RVT`Pr6ZstBv7`4lClx>)3f|!j`;e?&Z@=d60{Ta|5x!Fra*Pd9m(dNR z`ookmo5VmmD&09v!qH!z@gVnCF9=`W-kh6B#2|=fu76X`V&j5HyFXMX652&(Yc>_j z5LI)nWj}g5iTNu&z0eUqdjElJNb1MhY&7YSqNGmu= ziYrXpCsEtzIUZy4h4K{BtB=d+{!XtX?XcJtLYS(WJ?(xXyM4=51TO1KJ@WuVtC2Wa zQRLbRf?CP%Mw_(>*K`zjLa_40Rm7`BLeiew!jiC4N1F@RJG7d>XT3p8eA{7e3lG_B z`K=R7v5$oHiiQ@o?7EU3O6}KMimgkjuyO0^G5gA=^cIIaR?ggJ#B7s2K}hvEo_DGA zjD!~CRX0;IQY&v4p~)IxcqXDLnVM-Fw0wX1n>1vh;upWGl>LV-W~`O%=^5O3n@rl6 zS7KQjRqsTq?D>&XtV)rH-7RvvaXLy1Go=HS9jC%iDl|K|dYW|Athf#3EQP8YF%b6n z!lA;Tbajf*z0Y52<$f#|_xhoKWqVTYmu|cFo+vLNUege=kZQVQK-g0Kp=`ef^9N}_ zn+eBMnn7C|gJc8R7~9ofiyQgmACB|ai~43xdKRAv$uM3gefQNkRP&D%D_tT8_9DCT zgl7Mld-wW4_IV)Vu9o)X=ErTNK-PhPtY2i2F@d)}H{S-GB$P8RKcs!}HJi#n>y4_k zu&e$%SwDF#n@+LRX2j{T*!IWL$3tLFCt+cHF8a);tN~psA)nE%FAn`+kGVBBmpvRHYK|mKF{EH)A(ya5%I>CjB*0tQeqKvyEYokQ`$sG!pJ?^6OUd(DS?&U51OF9?hL&sdhCf( z&@9zdSEAO|n?-mI@q=7UYQ1;o9R-1~fWymp6|z}JDb^tg@%Sn@_~ zhWgcp;A2Uf2QdZOrBEi1XO4NjnUgjEx{@~~QXX3Tx~K5qRj{wQVqDbAo)M|aj&N80 zF$5UH=h{Ej9T$-H`>B@-OpaW$--ZyzU8u5A)a#Cdqo0tqApd4+)#gO=dBMTxI8%;a zZS)2kRgMk+4BgJBdRES%U}xV~>73P{@QvuQG%BXJ<-eip@fU~vBBT7t&t_s3smO4` z`;~1FZkNiGzMZrkhubL#8LppVVR@_mbuyeG7rCaU@{lT9O9BLjJXVDfX8obkPRL2_ zA=Rw*MX()_S(-^dmY_?0@rB@!GYom{#3rw$`m%ISbEGczIU`Mbj#DLD40HFC?o$4* zl*fN+H*^F&2k6IukUS&pJo#sw8qcwJN=A`yw3qAZRrh<7>B(k#^P*MZ+rDU~N_K_R z%i4`^e&cHhF#`2%KkycCeZ5hQQGYO@9P#m4&*QPF0Ey}sb8Er0e|YI$bD!tXC7Vg^-SD4`!0T)J zi5OFTH~e;!MUDs!7v09Ore30ApSYER83$e?9V5=kIQjWJRrYoR&cG()ZVjEZ+#Bno zXhVfC!Plo&$?7XP`sy;4PFtJfliO?kgRuIFa}CwszbH~T`g;Yg1GM%&U$AM6MEY^I zMwgy)>=j*If0K|?4NCJc4h(3125ZjUkd&w~SjdwgN6FT#xt7P}Zf(NTk$}jw%fF`E zHnLqpKKg&HFUPD1H>AHPvK7yY4B3;~eg=K0xv}_UV@|g@{-Jki$HX%7d}%PE-J~Tu z@Lj|BpB=L}*SeORC;OKA&efEHOXV-g9er=cniW?sF5Yb~ah3Sq3SK@DNg2y?d3>Aq zc->W?v9TgCQQ|>E?bnT+*SV!jtb0;a(k4Bu*N-Uilen~ZAXFL*?t}&@629Q5(U2#B zfi*&deyLH0@~Ok}9I0$O6e`bX_x4zy(RxsKBvL8f8h&TkY1jF?>6Laq_4(35*6_9N zZGhUdp$3;v+%HbeDp!0}xl3v2=9%Kc88cTN*a*NhgKzpetVEIJ%4l#LqB z65fng>Zsr0ILz>_p&z4E}4gq!c< zNxv2j_OcaM%Qb@bqj;@r+71rWhZl;fRME~K>GJb@m6*Dja1Chk1Xt^$pQ}?GZmNR0 z<_w(bygu|@^BFj^8@9K{o+`1?TSPyy*#!F>dWjY`DocQ@fZWtzfiFDP_W5J`mehT(-=XRUMA^he4*n(ng=RZ z>LY=vH=rw`?Ps#L23J2u0wohjwga`Er$qGW=oNH+R1&JZI{EbLD0~XMsBZi4-EXww zERB@b(D{}8IQHgRJDt3;{P-Mk{XnA~vPH{U!Ddq4es1abpAgwfE;=gjRkuFAeW&h# zz5%lV!9xebJONARCByc@;j5Cpq?sJ!dhtL?&V4`M!w>vVrgWEY8X|venVohGFU84e zz%qZ>PHD44$~XM4a`PHz6R+CmX8x$O70aFU=afua>z7V(B$k%)WL|r5v=w_jJ`a%Q zbhx#xFWS|7NdDSmGl`o9_;PWsTVko$gh2U2iLU;u!W*II;F5PP)Te*zN7Z~6-icK9 znN`~KPdFX7QS~VTiR?Q!(@K8PePHRbow!x)75n=_moFu{;JtzI+I~gn&Y%91sw;tj zjgiW2i|dKs(K)QPk3SHN-a?ZwI98vEbBy#ZK<+c*!BK@gIOrw=bPZv|sB+tN>R%@k8K z>^_Q5a8Np0NMovw|DYk?uIfp!AbBg_gBMw3VL>7Qm+`F$TN;t+UtxJGPZ%bDaA{7$ zxg~MxO1#-(p&xqpRVXNu6?FkYWRal094`k%Mqke3#UW(|clvqbATQRi#+HT>M^wKP zKQs3+aSn&^_6STg&Ii9!OjSLSm39YcPLkijzgs>c3e#URHji}&6vo>$`*nNwenGM& zMT$4NCB7!9Q7|uAEk!kTkT(w|p#Sa@PsVrcy z79=))B%*_u#y-!%)nPYp3W30Xi_rh$gv3_OaIzU;eM&`XVICS3I|2ZA+!tgAg2IDh zNzlNFaehJhH8GKJJ4jsgsyz3x@f@T3woW4G3--(K5TcT;Djbdzdx{G_o}+3w zNxshPqNarQpUqjFisLA@Gh)EBjk-7n^c|eA+fvq8iOzYxHr`*%fnS2J3 z_OY>r6_0FTp|P=t%wSJ_SQlYc0#th}2Vrp}vW# z9vXtsM?FInVpRr99$~pnzVVo#2BtOK_=C|u z1Enf9on$Acw1bS7)S`35wuA^PR6T@L(oc*-5L?<92?&Iff|yCWiCIW?{$c9f4-H{c zz5d1wehJ@m)>6V7d`W$MvOR`CxI>|N{%r!_6D*Ygt;D40seeFu$B=wSBEQ6vOua=2 zqpA!?eEH2z$j;4sET0lN(1foNu4iC^WNsS8=D~ncL~)ey*+1h{gfMT_bY8|=T{2A~ z;JO8k`-JL#LO38W_g*{+y3zM|seLR=s2UD}azAurFdI|pz=j$VI)p=c_zeyG29Wna zntECb4f!2`kBtyt3TS;lPC`%v-g~d+Vu_+S2_{q$lV^pBl1hkYWe!gAqXUT@M6zVk zEpLiV%(Vs~)hjl(R+FY0!{BcmH^+>5pBO);+A5HGo3z=P5r@F)hOu29raElX4=l2Svf)Tv@20YzH0t@3MGi z)`#g|RW`G0hwwBl*;J6qQTdQC{=PU}wj7X=p$n7wr|-+!+Hdt&xX1Qb2D|ysYG-)C zU~WggC_c=EGer$&N-B}<34SdHot&QR+5>+pZd8Gx2qcR3A^?bGXvkGE2}YLqJ@045 z86aAjb2?(Y+#F!=9q%F3FgX;nUc%(+nZO@oV@a67)y)wKh#s5H<{YVU+}!vfIMkUD z9eY&&#am+s&5zTCWAa7r=WYUAj4p8sjscwIhhkB}y0g0X;HqQDrQVm&qC*-!@dE1Q43 zm&AnRpeCRYBxg2;q#Ff!EXjmPHyQeNsFz{*JOxvv#)cFT#Hs}?p8z+-AUpW|h$x*E zeeI-{FhfFh3Jn^SX5Ym|G6^W+2bIVZn4DedZX9=d)fN?%2pfdC?8V@afR^z0yMeR~ zMQovPlIZyQY*K#$@Xh?wP%#zNHUg35i<)t0msK0-Bm}d3D0M)6IaeCWf3FYjG>{ys zJAKG$F8!h_XcIHT{Nsq#_X zSmwrV7H|22D+@$&7x}Id(3XkYw-~AAJ%0Qs9)1YD9Xcg7l@LFg^Ds8*P{t0usq_nO z5h$Lp+IVXjZ`Bn-2}zQMMxJn{DIg5VQXW1+*R**I(k(KE`B-F7T8@OfX-#2`FkwXa z4LV0K{U&TgI0_i;jNGc|q4d+mbc!siXMiJLP!V_?2N>|7cO)ZROHguT1t^A(z-}->WJ~$tXqb@ z`R4}0V2{M4FgevFCb8g zy-&p)Ap%{gB<`O~O=Q8ND2q{>Iuk7}FROGSpG6%R!sN1~oCsUw?@5K4eA6gWi6N!I zXsR`F;}Qh;e2`Hps@Dfj$nbMGV;Y}6o4@7%pTfr`JxCzbj}dPk%_rc8q_)Hm2mNi0 zk~Dd~nl+&GVeK>|LU3n50ZGPcfDcEo;y_cb0DP4(L9u*jPz?v4W*GWKa_mDiu&+ZN z$(v?jW&0j^N(vFMaTh^koh@S3W$%&W;f){3 zbLZyY;qtWKm{;G*8`E&CP?A$IajZ0zdXH0W^c9jZ`xp*7;u#?AtYR^&`&m6mLQb=C z4~MqUjt8){Ny9u0wvRgrWvsMQCx4Bcnscl&Z`LIA6!3BH{2@%(h(uAHmjHvdO>z{l z9p~SJiUXUWkr$|F71$z^Q^)ENg4`hMw|J9i#HQS@R)WE|9p*HT~ z%!$&J=^V4|UUyvdT)5@1peCLdCq0w|w%Fl$(ZsX;z@@DW+InGtG zBm6-K8dwScwLvR+K~Pxl&0$3BPdEu%CIKby_VR%*c|OaxzB^$+AP^W-_BF?-|FNkw zb1jv0v9eQS;bchsHSs--e;Sn_lP1C^HHJQutuU*n??x> zHSO@JG|w(8cEfyybVRMX4Ez6s7#5W#3NIQeO=o1dB`WVA!*?oHpu%bL2Fdz1^`w&q z46fzzY#vSG6yn1TuK8sj9>JtbayU5k@dc-=@z;qjsb$=F0&|8hnigxCDk%6%uBP!g z(|hhZ#M&C7V_Cn%WU5YRmALAtrzPp{K!yjA^x>%lutn*rL3msZ%|mq> z8{?slm7E|jJ|dlj2MrZ$c;GUk4+^hxd>7Ua>@lIDAn<{IVdYh51k!gf9Ai!PUw{xt zVxye;B@7*PI3){t3Kn z`a68sY3f+v#8~O0dple{rfc6R%d;;VDDlKaMT!3;hyPpSy`SsWs$*3#o2M)j*G}ew z^6~aV2l0&1i)%VD$^kk9GK7sUhI)xZ-Z32s*pBM9>b7l2G2Z(y_M9C5K}#24(_Orvi&d{+-D!J~pH zO4w1sbnGpH@;;a*|7L&bW!lMDK)2xkgrr_ptWltA^(RZj%F;`h)iNp zf=;{%K`=t&<@~QADK-KIK3BD7`!b+KD&6c5O5kS&zz{l5Hf@~umqpXE%LfU9- zH*3@b!<_ehEQ0OWQfJRoDK#CGZ`m2$!lcYd`xv3@Jjl;6CugEnQhn3jLW3gZRM{F@ zyN`?b6N6&o==pL+cglRL@?%?Is2ib)yUAvA`Mg)%~?j&PNC zxf9CJP%qs7=?A0lXcp&#NdYsR$`wANc#(qi4O_7&R?rxtk3O0Eg`YqISjy#iUS#-AFKExQq`15ryRmpwDNo zSZ{NXvOfV1<%d6>;)OwQ9piBuIV`LC#D2O}Gj10NV`xc{h8?B=Df9g00?vR2 z@{-nTWr+xVj2`|uG4EbvaS~$q_LaaNLgY$aQxV;uTA)~!>1yy{Ch_1cN<+^?@ZP?UkNa2=(ek5Xy~d~p#--n7<@^XdOmu zJRUOqU^^}LfZiT%;UwHNaV?zDTwfJhlRW9&DExiPTUTM-vwI%HGPwC#^73zCl~Q*< zkJ)#+uxDoNW@~ZWogT;y^@M91S&*lj#HD59qK0O&(zNE$-1_5zhV^-!R1?*FF7^80 z>dJw@p@=~-_Pm9PH*0A$S8Mg}mxd}VA5~axHl$H|Xz#~2{ONx-GFvdtfZ7`p(EUcp zs1V5giTcosKcst&h$W&ugZp@Y?CI%Eb>RE#3l05W+<%*A9QYy^`foScF&;)1_TRov z8DpJyJip0VNHs~?o8M{j-h>9yR91)y=CRLScAGWK)?aUA>F#ZdCH!rjF$t>8ptui5tX@V`D2Pb)s1MpFm~m>UiTzxE|GVf67O!B2VUKHrS2TZ-}=8+j`mF z_|&u?1x;=<;(3H8l<{mc3V-&3$Mxr zssOL+0RN@@38MMPEsgb0fj+Ygr>DFhu2qttd+q{gO;c~SUS5qmixxIbZEblHzLN0j zT6G`V98zdwngJ(`)$utmW+}9qCT>$!zCzdv4~x<6Fhw6cQ1FfbwRTH>IF#!)JG()> z3a8U@dr^Ky?VKOzQ-k+KHT}=agL+jG@l|hb^6$G6r(XW=9Wi3K+e`)*+oDR@aj*Ow z-!I+L9;dPI|2=@L2cE{)-ege79$6wSC}ckgRjwCQJgj^)F-`z=5_#gwXH@Z|X5CD< z#(D<)>1oXbNa0N*{?wcKFQ32vF`SO3^(va42|lg1d>7{^RzCBPe2~7QqLE^tLPF;4 zv&+2bhgSt#aX)TPntPuR<-9%l7>zd&nkSTR?YVY-`!}hVaq!E-x9-lp^(5zuvYO9J zmiQrQtr?s}DStHHTP+{7X?UAawtTR)f+kQ+c&cA)POv7Ao4zTI8uPFI`!&75`)7Q? zMNzy>8VTRPD({E$BcGPa72UI|@RrBO${Szqf#%DfKGPB!+-VCn3RQmfLd{Ri*qhG} zkKfr^;|bJ+4Ul`9<1JOminhw;$Ym^Ou4Y8y&Fg+vLh_~>%-ji~%$FoRFZwO@+HUJ{A9*QGW>&72M7-9%Y_H#smOL$q z`sTTPGN0kr^~sjj!9HB;J7=AF^o?Dyh?MKqb9DwB(e%U@J94#WS&l>MbwCm^^@ntaK>_~eOO9ey`={vN%=BhYJA;2-KgA|8 z^qd~?n?I+vC+jkQ0-T|EKz{qE;(6TnS1gfR)M>vzeg9@PmT^2ITF5=o_-Q8FgTXl$ zx#_Z0u`(x7^-YMTy7zGJk52NUn9(oZ-ZZNBf>c*KgG&Py6`O}v`_i$(2~A^+C5N1SEn56zp7*Pbpy1T_Cuox7BnaQ^qA7^I zO=Ko94i|EJ{>5I8;uqbGq$7#1PgMvx!+}lQ=8{vVoa8&%!Y4=TujJZlOI!r6OY6;k z^WOw_CR^$q_MLYNJeoDrz}7W@y18_4v924H$&y`&3)VD{wMUokKrq>ZP&*OWSiHz` zZpM;5g=_x)2JXC!STqFh8u<)Z(XKPA?r&Za3Dul(1gt-Mxw3P;7Zz&xR8!Z3v*CMT zYGC;B%A8l}`rw?G8AoM>OL8nm> zT4~?sqR&q{3S^toOS$QWwdh8G`*s{Vj=}l7zj$xg1@YlN|Tg0U?p+Dka5>K-wBc`4&a0;*#{}81fzpn%FOb! zlbDsW3`(2L88W?U8$gDa<6$KwuHUg^(QKW{zi)j`!l%+bH;NG%ZCk>p%k-u_I|2C z-R`y;&fk#4r*4?A)A}~!B5-KW#P!COf9AyTD|(ZsGrOWiFs-Y&AieuSG{NjOPImGxCT z>7xc1wTWN}gNj8j%@ybHXbl!W7O9q?a9mJs7IVkrA31gnnd*w>#$pUBN*bC|;NJ;@$n6C|1 zq9v7Gj*Op*6Q_XUMAsMCn4dKk^CK^UmySB^)3b`@<9gTh!INT@GO8|RyT&GiuW%xIy3>2NY^5MjlQcen$dM8Xa{M(7}(UAZ0ZYRQ@r22wK z^Si1XZ_FwOyycqa%T}*;Cys6xxD~A^t zPyDIv%QqN&mFX8Nh9y8S!$Ii#?N?f2R5}Cs>ZVZXsq5*&sq?-Usebn_8$s^2<^rE= zw!p+l$8!@wTIBSOey6n!UrQePf|-pq2X{aPtF)@ub0f-S!tEzt%78908&PEbND0YE zLSt-A{XMrY9Lgp528m`@GGF?MS*S65iZx#p+S3^}o~B;ZcVCoj)-94|IpuO}vfc#V zzn;HrkiVKzuNiE9Zbfdzi?iGN#Opk-ZotKgeahpycP)-6;;)TX|5{qFRilsWjq~S} z)>ebXvV9Iye?EJaJ+IO#Z<_W}^4&ngcE9F{-66utJ%!_{=;!j}ECzF{)`|mbFl~u% zbGEP5FyvipTps86aEsVGD2rsqO6*KusXyti=3PD&8~uq|Oo!UEk?xL9s!hb^4(D0NdMH|7uQw)@wFr zqQ574IVGMP5d}kgic5NqZN1J^8WS5hs?G{Wqr~F zmn~BH06Qt0bv2(&nsMDhBiPvuzwiW_LD#43eH8)KsFNg<2!Y{jQ45dE3BL6V=eZpJ zzWz(~9sNZ`k6&HeZSlFgGw{8?N7c#RFMKIQCo-4#Cm zO#5`|pEtYa9@{kLqE=}WqVL&VpO9Ef&cS~OdOO?FwB&^|;eB*%4^JBE`ul*nq`yq# zC*%hn-Il_`&>dP{OwTQbN{^;WXIus5T3p^jO!Fo1yYF{EB>md~!3MpmEU|&msXnavf?P5Qn>bI} zwm5aX8pt&p`*u}ol%W3b_S%#9>G9D-xjkd6KZTwC=ER3}Cz6fRcfEspAKu&`18+PJ z`?=fkDHG_!)b=!9Cp?GX8!CjTDeU8A;5>)2@#Qmq$V@}6JU|?s?3LGhlM|$$4&YHG zkcUyCDUxS7)r6|xRjT1V;-h&*Ex25q!8Cxy!@y%IDV0I%uMt4@ApX_do>CG2G4Ss5 z4u8Nga1)7DlyrGQ7M1l5Igyy2=E$(nhk+Upc8r|%ynSMMO z(E`xj=kRSn0ca?eaG3je`zf`w-H#&QisG{(UAL1&j9u|Dpb8fLb1YVWK~Vtdy3d@I z$)OxgXUhF`@DI{hb_JjwRje&RQ7Jw;9vRUrKdo0xzzF7#wqC*WzKF&o>tbdq&KP<( z3i*Q`KV8ghWh>_tgOFKy4ihfR(!-r7mXOz@0)^!bwAF)79gf0Jx857!{ioWF?a%KP z3o&rw8w&Av3mbNM=sMg1clGel@jyiZrW<1~_=BfEX`U8<(52kmC37(D9*FWI;qcXr z8s5=_05L&LK4%SZ0F#G?hguMjOh73_18{Z%pbljO0jRfWQV8>evzTV)v9+0ANitS~ zln8{Ru70dF7uYSqR>YfAIb#ko1>I!Ee5U~Jok(DuOS?ieByPi}6tLXCpe5e{*Q1QJ z+>5GnmpG$(jwZT8sZIPI(7R_?=GX@Kr>L8aV5gqNm+Y5N?aR64R!Z4lRxuWUF!MoD zk_>d_ERQ$@YVs%E54BoK!Y=_EAW2LH_y86nji^IV5|DB?{O|=`alR}z8P4)y-l;7a zk}Yn%_wx$bxH^5*vDW0)17%W=G;99pss_~_6kcK?h$vRIV&!=EfD+JPDr8PN{Z@-<-AA&#OAT{buhQwNy` zZz0aYb0=<*S?8f(#BVht3j<2ga9HxBP@yRaLivNjSb|1TH0>M1I(=#RAHPt7ECn31X;tBJE*J{y7n#DblpN4I$o{NHe*&MHfGveK-@GHW$$p!7?Rx>1Jp!sp%{J0+>dXf{kgOytU5 z5{4_S$rr2=C*e4{z}!ab;zpltfK1nK0FN}L;rG&tb&p|)YP@x0`$6feAx!f zK(Q1HKu|?2+_;bT>K{(1@#H)G)hH0N_0{QiMdx&(kO}Yq zA-7Wh80>*!@YK`7h3UalAfY$|MVEg^m4C;v2}2g5prnrV>8g+4{m3BR5oz3un1-`I z+)~m!)L)8-?1wX}@)LP_@#|+PK|HLyUVv>(i(EN`J~{K$79UvmryGGFP<6C%E1k~L z4<4t7+@O`Qk~judzVZXGzA9;ZXsF~ub~o(lBn(;Vgpwz1l7RBb)7R2lbgciIzp+IB zWo7EcC>qZ>|gU~EQGj9%$KGGC&?2j$*G_5xr9$4vEZ)@M2?>equ>3W zFjx|BhwBE2NH5cwxjNcysVc>Zw37ES8!0tEzKq>CPoXq+VB~ByG=YjlQU7Z4?i7GBv<$)+-(Ik z(EIgWn?JlTdS(uk*p1}V9LKfu@ZTJ3Qf|_0DPC8|32F0B)rM!C(H6*3xY@5}RyQV1{ zTc33t_(?`;J+tCr2SDhT!!$0`k%?5I#BzVK|`PCpzd6Xi%og_x3}j!A&`=i#RKylJhro z8gp}td7$q9%7`e@6d48HpeC0DxJb?qiqfs8k21=B9BAt~7W@l}Qm6jz0LA%DWX5zyy~Cs)5g2c0|Uh@t5fTr7xv)TEDFTKY-HIJY81I zirQTr|CPXF2<@g19lFOM8mGSj;JwvQ#9d+0*&u|speSPo`?6EOHUnJ# z-?io(?oy=k$Z(|C1Sq0Q(3gW8S$}}1+XrW_!AOMqW!+}C zZ^&3dCzaMu&`n}{2j)f-``$7Urt)Gs1>iHyCW?JXA@U|@z_J^jv(o%3(tl^Pwq01r zxDcX%OMvp%d|d%1#tfVPQU!C#WsXb0CFIV3bx;bnujo(wA`C76~c+ zC0hS{lCO7759)TPxWIBB7hp6DjQ4SYvAI-OKOExVoR^(E zBeyNpU&dOa(r51Wg7uYo^xKc8I(XF~b912?){@HtN5GGZ*1O{C%{~~yX2itLYJi;Epf6$Z;q%8!n#Tn`seod zT~0cfF6*D*4x@UUlfE8Y&Yd|BF#+{|$ouLb{W}Izgl{X3eCoZ6ClgW<&}F3%QVP*! z&20e&-8-B2iVj=Q_9GNHq9 zf?hvF8-`+|4#6zwC=&ybvJ%J_YWlG~pjf7rVGU+%PDoPh{6ry-%{(nt`D)o1&deHX zTaC{7PS|(R&*4p!u}}9oR?E%w-9(L9uFaOA}a?%JQwJM%*&@&DVyUhnCs^{|H0w!CM8 z1C72A(?zI=f#dt56d2%L&9xY;aYjbi5AkPZjA(<2UiI|bY%<}ZRIjwG&SURYUg zp$r7Vn<@X(jR`9V{u6Tyye<9o<`ABv)P zZZ-(jd#)CMoM`CGQIut(Ge@-y^^+7S52-^rdRYwYJ&1X!-5<-+VPqYquvrmrqgm*} zV(=VQe;+OP@gO^0tDvQ#iivh8wMy`ZlMRv)FB;stQ_Tu!{?2NfL7|g__R{3}Sa+=W zPmCFgC3^L5nPcgb)@ke5cfSda0LWtc7NOn-Xeg0L^_2rbsM<%rH2JHZ{jcUYxW$&K>b~9d7VA7|PApf8KC6Ds2Kaij9!Dg*Q zhGKV(Fq~-yz?u1h007_k4S2VBu<&o4gI=(MkA~-^U`NAe;HMclNi`6)+eX1RTY=xS zkrEH@gr4Yx?m5ws#%L~Dyj~bVBUgflJ~d4|uHkb!H=*%P*C)Fjoyz&igx+E9a1TPd zNk0V)(YtmZ&X)tK6&5)gP9o&7iz;@pJ6|TNx&O(3{6J#XTFo%r-mM_bpybL_vz%3} zVg?Y@B7`c{Vg_*Q?*zwkVwo}Azu5WL!xPX9@06twP!iE($>Y&T)eJdxY)!-UoE+Xo zgpgThN7PET!$d8l3`!v4Df z3oY571dN*sq!0?X3B!Bg(!GGHA6~EFXITNQ6vlS@$@u0F)W;(+z>mG~*Kxq=DEt@| zOhgQR3~FIUKURJlqRZ~6ROo(Upcm{l`K8RA_v7GbJu3{^8jG!D;5Zy+Cj(3w!ej)6 z=6C2%Qeb(5{9kuC!a(U&lWBV_?Ds1yD0s(F>qu=BSQ@lNsdM_Z@kRf7llxXdSV8pv zXuxO)+9Wl!vF%amZ2$|EzL(uhSU3vk%j!Ksi)%?*MD8*RU{}W#mm4W zBboIs;wgtx`Pa3I0Y+peI)pZc%pizfm7X|m9ozi>U} zJZ23w3Qe(NBy?UHX&1@Ok5f@r$=d@rv#( z4I>ghWcc%EUserk(`wJVUu|NMCb!OK++?=so^IC@`o;2jr}eSw$}kt(>xR3_R>KdK zxoNu3&L!hZHi#Naxt)r`tEo%q;tylg3hcZ1>Z8}Kb550yyD8Gz-13z*%lj6bk7_Y| znE9nh=Qd(Fb>ute8ZoqCUY#OY2#s=~YGoC(jn45r!ID9E!r`*@ zmltoe<&Ua|#<&_*q&%#CTi3?C8turlX<$|A%cl-k1Lu+jJVmq>AvQ&UQTDfv$itT;cmY?lf&rId3!- zWw!K(QbGSrS$E|AO7+|Om1+{_Ui(WG9_QtVQTxr|U7UOm29c~ii?@OD5quxLBz8Eo!F`wA# zoGt%t(^0y*dvRG9^Spu`CVM;lfMoBcL)k|Ec6G3pu3#eCvW5KV!2(U%lBQ>Qz??_z zM_)z(SIT@8kX(8$Vi6f9Y0-+wFvyK}=T4V5`bMd1QWrO775IKy_w=(n3qLn(3-qCJ zjmHbD%gn3E>$arP3!l%=UA0x7No&m70HXC8maBMyi&%1T4VQ&h1b;7Gq>-N&DP@ z`^y_w4Yfbv)LWxt5j6G8yCdC(vSDLXbH`XB)~<{vqF)L5)iL$eI%m3o%C~dz3a)t* zeP>7vuIJBarUBZNcSDT+C(_E~%arQ;=j+22@7LoKx(=mp?}TYqd*xo&Gm1fr-Fe^J zZbom_)~s8c_SEoY_BrMX?5zIQFE%4>7J^r5%vHM8Q5wwpQnGPgYr?PJMCng`t$E(g zoOiu3fx5jeedv{LjW-+Z4RHcHT~%KS;)S8DC-m_$`0MK*5sVnnDafll&`D2yX-&g6 z$Gy^JSdZMag4{muLhuG0)3Sk>t_+GScu9SuxHC#L%9t;*cZ&_d+RJ1YC9R)t zjv_m>w4nsZS6RP43RKeI;Vetx8CSxrjIu;8wI+DKA6G2i)dxOZXY09f)IRYtJrk-A zcVQ?PqN>QL-t3s&6(3vhUlK^3$m|bh(dK%Y3?e_vw5{6S2wte+NB@E9{=@Zx1A~hM zV^@c zh-tOe2gqk3tl?#Kl)%cNFlRalPsp{>$%<=`qYhMr`!T=2C_N1hVma5k$<&VjW)=C4 zcNuAFAvoNd4`T=Zas3j)i)Y|^n}iXc3S--^{FeaPobx@N&dV!kp<$J-sQUY%X0)1< z)To$_e6tg;9^~gOVB1owoShDx#{3#3nqII7gOtXN-!vs=*HPHm`CmySqL1dW9lsk| zL=`=;#`GxW+BEi-e17)28X@`G-hp0^H&p_3dc5%^O$>04n?$_OitMVq>TyVzbb%jA2ydsG+g! z7fa#o>-_{sP*rL4YL-?maVg3)8=lU2Kq%kH*0{8H=JIJWxawV9=`^?2y}9h^PSsXY z@5{NEA-l)H>#1*Q&zNyct>-fC$+lG;v?FBuKIhg$S-4gO-n~?FmOE0Ig=&!cVvZUclaWf+0g_9NznO|zF4edK|MV34TT&u` zuSy0ExFUeFfFpqbR?MM}2CD)?(ZREv>yyaS%R~f}?Dpo+ufjnj6-|F+|DlGS_c;6R zF7R3~cUoIW&~gi}W_*PP{&qcmty7pE92g{QkjAh<0cm(DKQR<4b^kMOn-mg>drbsk zGbxaN-zsID3bJ_J*ap=Z9Soj1e3?>eyRHc%o&s^*4JC-V19zC8!yz04lB!IVy~664 zfNLz^M^)*VKPOV&C@xWWx1}HdOHbU2MKY6BtW9QaIKw&yW3%aTmNpW)y zctGgYUW-Tp*M44(<8G;}MG3zYQNpXEsI|;Rz`u$`J|j{2Jjdk%Mpm5AIjJ9#+aYmcbSHn z z2Ve7Q9(1=0Su7^T>iRZYj1!6^<;?(mFUzuOMB+AfSuw;f$rq0izt0}&ycIv!Bsh^b zrUp%Mf3UZDLfs+;4XP^*P)%CAKmp?`0a}1EQKG!W&&6|&?5#SHhRi3$)Dnv$1X`<4CQ*OSmr6)$mCV&c%w9tMlfO0q z1mQ(}?@BVTjUxTNw29c9QG*y(ycKM0+u0R15#ldf4(Tcl8dj=y4IwU&nXvVOeXQslB)OYz_~-xpWiWEQRHjiE)iJDqjf4!);fp zlUZ$7z3RF;Q>-dFTr8SO{OTK;bt-i&U~XKyrTGCMO`2*Uj9Xm%sbRlRPpn>pp2=5N zH$W9VBobp(Ob&nm5=f*Sqnsc&vJWQ#O=vc-AWEUP?jc{>c=0>m8gEYGO1NKl@m47` z_`q3!B6P=foq&?9R@6h%3eDhANKQ&WYenNBp8AzR*PeZw1@(ilQr3Bm*ys#sUS|$*4}6c7sn@AQnMy2~;4EKHY;+IE=t1Dnb3{ z9})>8M|En(N8JCAi9{e-Hp@}?NyE>QQ(0!^_nezVWkb9w!Q{)Y-zO5v4U(K)DUw^p zB@mKG5Mqk}S-d#|k0UI3@C06vt3%U2P)rASBbYd(zK7odSW^h_ZpCBW?J4 z`V$AY{E#v~WoRA4kQB*`Zq5?|jeI`UR-N!N*MRt;xUZTpfXf1kB_3)iRh+ZfQ`(;Z zx6C7Mk9+TAo;<>02{eJf01B2!pp~UKH;G{0L$ELXrvfk31B!Un5rd_5&d7S3 z)VWbaIYcrri#sGH@lq26ifBQtP6X>Mq!zSz;Q^LIurA)3m5t2;xMOW&8WypAJ0c<0 z08uHwuP!z0bt zW)1l3I^`<`DrF50WdV$%VXGJ<8j{Re2)Zn>Lapr3YNmcX?AoCOLTb{7r%YvZin0Lh zBn(eHT*9Kn?;y~}fiO>QW*N0D759LGe6}c#P!Ysi2x^fdhN~^v7`AE!jia%%j#6OT zp=oJ{&Mg7Atd!5+VI++h!)={|^y({sNa0)b?R74*uFO+^U`!Jv=0Ol2aakcUP{z?; z->bt|!b!hC;(|ZJw^W?aa`hFI+YpIgL3;;?cmBy~JpaPgCUO-O`7#sipm^O-d6XSA z3N8yWjTpr1q(MQ_c7aLW$EL!fyMs6naJPzqN2g<=5=(TIMV2ibYbJosr}%nRwn5Wb zJQ4w8;b_}_yd65~lJjB#^LZ@#4Y?TPN~5fEMH~|;ik~72t0u6Gc?b%k@=v^o-+Nc6 z#j{jY;%Po09?gSJvOFJfz^SZPHp@G}>>uwgF|VNX(6 z2Cp}crV1gK;QXVwV6)%jHQ6a_PcOui)(G=UC8-1pg(! zBqhAQxna%SG1JdokEpmgxPBGqgf*;j-oMX`O_^oXi+{E8RJ>E_PQ-m=A!5%DHKL(X*Kd0UV{Wk+CV4jLHd-Q5_gZA<2Ff*>+-&t83Lvl+^SK(}pzm zl&eTW^Gg8hYAX8IOz3tIy47Nk{#l17nY=SdoUk5qNw_KOhb?CIqT9`MZSRm#ELfs9 zs=$`?-lL~T$0wCWWt^%usIaL%rW=9rW0?>NSKsRTjX&4YTlr?fO;c-C%lDYtrqlE6 zmY$R~@9=fG5BsT>jq&ak4|#vyH2!QF+!j5-f&T%Biw@x7&y^M|am~kYqrE z&(xEvLy~mU=lyBJoxS-8tg!g$#T|1|52M7_^)#850;D!$W0-f?Wl+K7#Nr;7NJYVW>lURjIVXY) zGa{HvRt3AQV+-7qx3sNRsZt%$%JlP(9ePw!r9H0~XOjaex06+2X!|bkTIoEGgxyQJ zhfhCxE^e&(*Ev!GmKHRJJ61xemacR^x&sov3DgEhBQQF4jzM0bVea8li&KHs{j61h zhZYp=6ci;^k_(LnN}FVQTz)K3g~I${92}o;%rDCRgQzSf`kK=?7@5&Aa17F}cLiE9nr9@q#3-Nd1c$-#G?>gy>x!@&|_bFx{-U5M=elml)paM%|AML5sUU)7FIzs zq4A+Npc6KyQ9g%)g=N4bINCWp`kb3vY77!EL{xORZ35yPFk_)GyNot?#0r=OGGikh zBgpMZJYuOj_XkuqLlxwIP$db7g8f4k&Iy=G{fjExymv^1Qrnb$CLk)i>>EjD2lJF; z33pTH*d5`h8rE4$eRX|^RLNw)m>`8Mg$eo?c@tTeR_wR$NEtQmD(KtZS_MgK2;^I<6sTMuiEvd-# zg8h)dL}Z}R;vk~3*cb^e{o%y=hhPDSYu*v)5z8K=9SWHB%2MJ^W*lNL@m>i+Ab+|z zwCw8@J#C=sQ@iU&B($pQfr9fL&ohf7Skr_?5D3G|ECArf^d z`urVg>;#0UQcGVLx0fIVSf|7dmV}!Hm}m=_=<>uL@x(pFF{7gMz4-490FIRc7exUk zDuazK=hPQQq<0ML54Y?cnj^cbNM0|jjL#;SCZ2FSh^B6K7R;cQnD{j|;!&nh5FS`U zAtjRw8T(qC^ntZ%>GZ1uT&RES1+dx0rt%eB7J3_bLv&1h0m<;c_!NGLhB=2D9BogP zQytj{X$6IO@*NZL_sR6Ue^BK)m=hc%#t;2q|AZu9QRaVe{s7=0|Aiy&BnO8-j+}Hf zjZNXBi2)bSkgE}Ds~M_`?Ica6OG+!@PeGO=;e6^?0v$ye?SjOBBw0GjNUsXTDd8jv zOtcDV7@`w30}_dG@XL=ZLQ23P3d29Im4QZM{PP+Ez-vGLd2PWv!YhHYBzmf!amu{_$yOyneUuSOTQj#z zWP*EAUPq$VDV1^1H~~!&OTQOcf5-xPp>so?Dw|Mrnqm|Z#;l2uoV12HIQrf*bwuKw zY{Z+1mifnDo*^JCc z+Ne3=n4*}8AKYsO3IkEGVysmozmU1-C*cG;I#V=#097p9JOZ_&Y<>6{8k&O+vC!`V z6zvSJ6bAzBVlHjrCNdZd19B?veZtLvl)p9=Y#$rnC5*LCSQrt}#--hdMCTCD9%9kk zFAq^9YERZ61tP|k3p|FhM9?88S5IXJ|CI#?A{v~SJ(|R< zh$YscHbe1LDWu_qO8b)^nQ`8#KRi`)Xn!mbSf%8L@nJSVPaubos6B)e2XjxbOFd4; zQL=ZPf^k2Wei%|~x!7UZp9qkh5CuhL!7(cq?f}L`U<9fDhB=@?W_)-UpP-3uKZtak zdJLCNffF`l9C)mIro0b>G?hWa&twLziV|Ncy*r6C_Ok<9p?ov_mumu&Vvx%XJGj%t zoI<9Ppy+H;HPWk94Gu8TN9x&9>{|L9P_V+kq#)W4=?oLi430f9V(7+5YqpfLMn+^ zA3rlf85(Cd zI8LETi3z?&qSXfsYc*g!xSjOk}2eGjcE|eAakNN1Btn}2^>cPP{J+)L}O$${lz)s zX_kYaDB#in`6X9CLp$y1ygl&TJrpfV$={Tv@I9B-c!OG_ z03-y6h#KKA698NzU?j|d~EpF*u`Ao7Eeq8oW4{Cl^&1T8XcW3_n4 zjPz+SUAuT!IOg6elNxI2UN#`-iE4;OCsMyAZ*q$MAo?i9MEsc!jcG6s3`_*}SAC1f zfTHk%1d&FW0SP{#{)2`+%QFYqoVI2%k(!PAKoly;1nUZfhTYcCsYEH@YQY1*t)LIp z(oI~d$v@Onm?W43Q$Qqy-i*z?hXW(e|i~jOR2ZvC}$6Q24BtdlLUtR_Sl+c(b zsF=W@(xY=|(~M$&ISi0GtGA_EsE4CmFgFW9lhR&gXY?^Mer0c}o{;?+K*8wKBPxZ} zRgGuNvZ7p*E4{;!(QC^T*96BH$3?cq$dS|-NWFuZgDfAaGS1X)lxb;u-*qDNl_>To z6AF-0cp1CRNjN%VZ6QX+9V!#At*V}g)F4=Jlg;7%VXh&@ zO&|h%S6a8RDIo1C@W4Rdu!%xWP|`)U-FSf?myuWlMY%#Z!hfxXEBdnJWj)`LS@7J0nSTaDq=_X&IYz0=WK9!1WjS zs)H8zL>Xu)bK%oxjbEoJh|+aBc|@_u#_k_1Ux`>F^J{uzWN~VCENlD;SDCb5^#4kp0C$Q}IX5!%G&;lL}hPMiyFs$RTS4!1=optj^bW;6C> zij1Z(%plAqSH%Bumo)9H2q`)(MzTvz^?amdPM%tg6OD~auclB4Iz4b&f;p43M0Hp2?^j5dpWf6T}!2MmXe3_RVN3M>Fu-G2!j8-^_LCG zwE3OvYxx;f(@oe?rB~gutmW|oO~Si4fR_JUIad2A)VgwBaOd(kX?#>i-(|t+&;l4N z0lJdxzwo+v&y=b2i*n3;ew`=5+I6;P5HCE;@Y!ypODBzw`n}+IHK%XAK5z`%Rp!k3 z)#(g$^+mX?e1!IW9&tVe$>*?mf945YS(-U?b0PqI`VNK9R-^5Dw)H-eaxlT((P;_SvGM(i-Bxw`czJy_-LT1vJ2n7pt0wvcHlxRX zhZ4DgPdYmfyB2Tw*zS8J?(531>3g}mv1WLjy83#fPX5Tb?ERWq!HoSG#S$~0FB7!Qwm?nOETsjzpgDP7Wbru1 zO2ZhH{^ zlE>;|lDFL^e0#jog7M)hhghxf9p<&BkKa>S8ygOvo@wU6S3@jLE+5FJx%UUVlNOhL zn96k9z5A1odhdz5rWM-7R5T4%D4*Uud4ArDrYl~j(NK2Fr492NE9K`_>W}oaZy4!3 zF~4#{P2r82@&+udon5hWV@AkoL%%H_%fmFcp{}nWrCjVEFJ%>8+4)}MXWhRhI2gcY za@W&#)hKAeG})SDI$IVM7&LmEjV_nUY@8mr-=V=yP2-gw=epmUd0+M%Y9;e9bI9BH=-(SnSX?=BL#(Ukk((K56OsEl%Jx_Nu@RrM73s_r?6((`uJy5zjV8@V9s zDt^ctazS3%qFM3Tu1>|(SPEVO;cYCX(wuZ$%Uofk@u2ZK>`wg=d0n-}G&WsJODI&YC(>7NgXVSjLXQ`}+w+hm zIE+~)7CX23x{rGH((hwMfNZP%IF$Kfyb&2bH%M2)T+f9Ow+~;gA!|cELTLB8Ro-0- zqdUfgh&SbV(NpUA;hflgQPs5~cCNXHA=BDU&`D3U3AbcCH)XzB$uQHMd;caDuzEeA zS3(yzR+asJTL-_{y@8(>x|Q_azQ*GO)McjG_c_c9C%3K&^d)tuT>D zZf+IgE?;Qp|{Hpk{x7-#-e9fFSbEh~$k!Ju6#Fhd$9|MX_VTa90xvWUd zd^9s2a?P$~497mW3fA2jewdr<1!aPow(}dg-%jE(tRzfueYy8L-fw)ni8gKD)(ri# z4$h`-YU{`u-B0#<@ZOW9Z9lxPDW60fxiqv3N5lNsKM|kB_VGjfm_HewNB8m3FAete z_GBU31l!SnPWij3#d&`8Qxqe{5q&1+?9ojwxfoAhKSKWO`3Z-u85gE%bk}joa|@I~ z1W4GetUwI^EdFTv+riBDNoih;Gm#2viaxTUu$yt z_9E>M9e4r}Z$ouuNpW=OThO@hOyR8Mw_;!JJcDjW8=gxJ2>mxWK?X!nGCEjn^D=S+ zvDogd@;N)Urh-j=b0kd^FzkMnJarkUk}sMH`9q=IQx z`vZ*2;_+HUDtwT{bzf-iU0->j`FCA&%8-Nlhxp#&QHR zc;7qa+l@Ojx<~WnbY_OH_K;UC-$}_v1XgGBM#eY3SaCNaEgtE2>YXfmUeIfPPcWY!3vR$g_R` z$68WnfxvNj{*mXuAwi*{0*WMDCAUjH257KZx&#$2=d7fn0Sc=I(Uxh|jMl7DWju73 zH##B+G;FNlX{D9Lw|5-_v!_Uon8aXF)WY0%c+L?On!kl%rae45=5p#sXGi$+OC^cI zql$xHN!P*v_j7w6=DViCZVIJ{0}_Ncu>RFt4OQM@HUNsgi;B2xA&CVW#KfMv3Kitk z0Pv*0#we9cFrFpgbgq4Cx5!f?Qm%(aqu<^|;zF+2Qmjri zP}N98(LplA2r9$KGZ?{ZPL>B(%Bt6FOaUXSc(BwLrm!Zq4}QBh+-Kcka2w<7C#(2_ zyKCB%V-%cQ5uw>%E<-zBO2g`DAH-8alEdf02MKXo0eCj$_ zT974~@b@Km6hfzPHAL5{Se4!i{-#Cfa(aO%l`Jj`P2T{WHKCFko_?HshqP3{>ZcA@ zzMxjEatMO@^v0SobAbHCT}R{Z{E+&4dIw>xpE}ix0wqAu+o#C(NGO^Gai@{4G%Fs?R~hWk~A%4J^|6_U3+E`d7GfO^r8WXZl?Q(y4>?8{6}fz@NF@V=%iOcl9=w zA%_`s-Y>#$=G>+2bhgL7pHt_rUs@t1+_9+N_fFf^K>CbtH4=TUkI?;+ejT?YgaDpJ zZC0A%eyo;2Te^!6^p6O@3b8)spk?$_b4+=lC**BS|6XajvQyRT+Y8N*vl~r%f5Xm3 z&%QOQJEPS;Eiv>>r^@?YGI24xCJ4)P0bL^lOq~F+;$p{dp`hb7;qv9}vh}15j!w9@ z&43{EgSk~I1+z4^qCmFVSXc0eq5|pCdYgld&QoW)_jYS*n?s^V8?sx$#HD7ubsqT3 z7W4bc%)xM&KnaEqulVmEwWqk!rC)X>)W;1U`q!tnKlI=VrFG$!kA5T3Y&tXe`g!?q z^`Q^DbCf4vJT)1=Zu{wtocG1f=;l6my3Ja>%u{E))eD!BYfMrzk(<)1C$B7?X6Eh2 zP-Co50$1fmnPR;uN{^JsVLg665cJh5yL*d{8OXm0tVYdtn1~tSKkT}Fwb)RLJ;c4n z0aNEG`L4Vv`usw#)8wPfj`ZsBR^=eQ@Cq`*$g_9Tto;;4DSR$oABW{rOVd-kiwMQ0 zQ{HboH%Z|utj$~Mnh2Y2;L5=NI=nL(q-VK9nAMOO1?wpvt~$~wT9VsK-aShZPWedx zt&+7QUYDuT7h)7r6+q4MYHHNV?$ zDTGUbMunIA-34{(h2k0(z8rS_9c8F=LoMjJ%RbBd`OLB27vEQDQfza4uYscRE4n5$TgIVU)8bXZxXow7QkPs7)5{;TL<=gIb?e7h zp0Z7{Jn}A4F?3p1YFPC=uPUCva>*R#S(kg!XFvMmBiyok6n?|DC$zldd)1|;ewHK& zu0caK*?zc-k`+p0!jTUSNKM+?OTz^z2DFapn>QnvUxH!pTU|4(AHbxzd0b*~eMdhC z>BBnmZ4^JpB$C0GgBKkey7Xxiz*C{vwZU>xBTMC z9dTU^smR-UJDQaAPn)sXE#0)zfs=|VB{6iU`)D%|Nk*ruI(n(q&UtR{;-I_g%ZRBn zI~X3dB>zxhpN#L*Nq*X9l8El1_+k@0yN+u#k;hd*SK^!E)h21e58X3-v2veUuiG>9 zK64xoi}*6&2ruz`u`I!|*YOp%S0_7)8+Ol>-jAC5m73=3@!PMr>-k|tkIPvS9;A$w z`bN;atoez&S6ZvyA~th^Dh}E__a;XESRK;Y^#ihpoBvNNQ|+R zaN;8V2;T(bLQu~FP}f}eADsSw{1-|<-LF=KtT_8Ay={hjn;s0cg&`1d`JI90fQ2El zL2>)z?oI(exfS|KEW1`5G;hsQG%gUW_d&zq+5O?|&m*4w?KOokb%u>CX{m33haeE} z?HRp+$ar^~Ux0K+A?)`-W#i#@r_$H~uk?`TDA9h7_DGVrRH}-0*7Tw+9>*b;xAL$w=}6zau>BI1l7gCoh4X9`Ui#$&h+MGmT4J3}tCF#YvdSViww&d2R>|6w%W8 zM(zd?$nRsxvWkE9o&6gMCCSE{_jqu*h&l6j7J$1b(f^Lvf6@s2Ap~Co4}hzcpYvZ=i;C^F)x!G{vNxra2XariadY zKu42Y!Czh?lO9f6lL)DFkr}%3CubzKlykpSHEw+s9Q|K!Wz*v4dqUuA z=D`7#rLl~n$k!4Sg8tW-fX?Mb2VEZlqVh90Wt%ompzcaII%axK06F-}oPoy3exVY# zR5T7!0{!QdUFSbQBF_C53&54JaPk215a8x#(m6~b%j*WA>{{=0xFvcOz$68=5;_E8 z=N$inJOJ;_;;{3XXt!5H*VyMAXF7;(R%vm!IC1Wel14NB9zMY}loOl3{+EczxcOcH zocQqas^gJ)Me~5q{)?q%k`R9mx&irVcJZoQGq1ozQ-qVBf(-R9Wt=4->_3g2f!Y-B zjs(!j*#CZpfNRg_>`%(M+k66~BL-n!2p}lj>{MF&6k}3^b{TasaO3>=CfUeM;WeRI zwf?iT3459}6zKqcf|)c*#!dME(ymT6oc=V0F5&oYv8ymd_s}{pk_gc}Fe?rr$zNvy zT0Nw%c7@KUhvx$k8KfEx5}$$o1`GkO|FeJ7A?UAvRt4y7Dccm8@+(uQW;ga%Bm?}B za|;ZTORW{JU{HlF*Qs6x`#%BY|KndkDUCv4{0k_00N$i-@$UNyT6K_-(hj3o%-WbS z73h8?D&hrbBs=iQj$}bEXGN(Q3Eut=qH5beY&}r^5daZi z|38Mc?>BbQ6=M|f2Kvva{Qr8?9@*=9^AVjNv?`Y+SisxcSLQYyB>o-(zeiXS|1_?kbJQqa4^YclENCGYEipo@#CSq6=lACCTLQ&Ux2Qxy2!;7K zETC1jeS0A6@fZ|m)jc~)O6d5%3=0^1Itku>)Z^hOnxOubMn$XYSBpdE1bT769{@o+ zi$RNh0I?&X!=TkqgNjW0*HOrYpg8}cs-2UwAMtNg@kf!w;(>)VO4Hk$4v-MCh*DXw zlM^)&F7`IYJCrJDjZ-(oum6Hcv#)YKRRIK*X+Dv?Nlhbw1mc|jK?W1UL9@c&5HRgU zje+X76T+6mKtYh@X~Y&!1IK^}LBqcjF#3=AGZBNH7MvgV0XU0r%BEaX)3`e^63MH{ zM2YvGY&9=8^38uYRAqFaV<~eL$PhFfmK~Kfe_0b5+n&=Js2-qoW0te(pJW7TIadKI z#XZ#_lrj)m2xeirNs3wixAr(b^LO2tR3caGN zai3VxJ2{JlJuBBpFlv$_nHXgFFL%p&1Kq>%UN6HWI%uFG!=j$5vInd6XfCQ|vZ1Kf&0fpsRBuG2r!#y*zF z5nPr**1LaF8V%)4fU7K{<-f6B;d+}-LSVoV62i+m(*AF(QoR27$4ltUfrY+OOP+Ou z;K-;_bk+YtkoE;=Fz?(Oh;4n$y&S)K_dltme|#1=8&D8SLEUk2`y=4k1vvfL^!Ara z!6&H2OOWgwX=F@$_LrG-{gast*~EG5<>Q6uO-kJlp`425eAztk{-F{&z_L6by<+;QfD*mi)j~ znW}|r;-5ij{f*fHcnI8i99-SKQ(Hij2^So*%`0^pz%PE|{*!p%z%l;?Qcz)BOoH(5 z>;jDWFR8nP4sa=nXxV18$d&Sen8UYV_8RTvG2jL5;8l+FNX7CN=*Ip= zvLkm*sunV4pt{7EK&qfa^2Q?(0EX^XkNJNVge@EU8;e$rO?+oCVRr?a)O}I$B`N~L;r^t;*~_I;j&ayGKz>`u2h^#5j}c@-5aNI&n*|r| z;_Oe%xeEr+IPs1MdcbQpl-P&SE#8&h(@C{2>Xu1nr9RF;jaaTw;+}N2tUlcIcjcbz znBd9>4Mt(bgVl#CE}RFZOMt8I*Jg>D&gg}Ak7p8e?pK%tt^`=tg~A|Il5-wd(rGy2 zU(x(mmi{)@;r`=6Cx8dblvEbg6^4}&fLxq!#M_@yMunT-f2+>vZ!u1;hVU;T!r|uw zo^5P+`Il~hBmXg0`Ho~dYG_iLs-pi$B9)RhLlsI2n&vx328sET3uUq(3!%xhps9OG z`>$iw$sso&66`&8Wepk>qts{rG2Kk|{V5gBsBw zS+b1!O}do07Q{+y36?SuA16yH$DDk_TKEdb(}=*>mhmTHU(1l;W^kH7#1K6_(E>bzj9o z145~D?~b#6iaNYa*{uX|P3JF*wPstpWNO^%*4mij+Py6~q|ChlGzAlG$h3CBZ`c%r zloXw$PA5G0CM395LzjL(z761N+&1o+8S`}0YKgTVoil2|fVcb14?(UX_99J>uww>)%VKjksmTyNG75%j4xD8hw z-GCZuC8c$h*70B}C}IMvItvAOw}+WYPZ!U?^!?s4cCkL?Wlssxdcp(g*;d#CZPkM4 z*+p<`a@?m#WOVCq5>T&@5H#plYU8Htf)Njd#|0|VVe$# z1>&HxFhN?PY|J_7gtw^rqIv_Rp&E1{=8Zt(b$+=}Nk&6+%=0O^WLO;ym9I^4PU0#p zJktqOdN`&nWj-Eon?AD3T^l%7vl6i^G$un#F(*~)R2p{s-7Loqt7!g=k&l2;SXW## z79$SyI5g}4<}&W-nri%}W2^xhuL31hg+X>8GtvcrP?M}py6+;$DK_#3Zrc-(V(^>f zn1&tGjuBws?k*X?8N?b)noNjimB4L(P518Zmt|M#5}Tjg^> zY8d^DpfqZzmgtoHOGvVIj|>bJ(z_=8_5I&@*6s_#Q^Xmyafce2PsW+jyq}ZD&jnFy zHF{~BIF*_iZ%^x}-EUd$Zd-QGXL_|xeC}b(4AG~5*CvgLc_B=E{;$?1g;W36+9azQ zU~O_@=YQ5FOIZK++T^54f4{XIV%PfnCvH#8MN z-N8i+*T=Np7W28dht&aupHdZLTUF4yN!%61(UqeUsP;!W>J1aA#BAyv{6W_2{nfTM&PB5rHtf7|6!Qu(S98SnmZeM)v-v{)(-gB5%*DLwVDmELn|Y>Bvy4>C zg6i3Mfyd)4FAa;l7tNwLvdxO<8P*B>!LW)W({s|OpHEi7mt#lIP42n{9c)WnD&+>X z7u&OxV(p$-?tZOrZ%%ZQ$D3)*y-`i9a@V)|j9lw7Dz`sU=F5&UW~|mL*H)Ql)2Xjb ziD~CSGrs*9>7k_Pbt4?MguV;Le$QEKcD8n-FK0SG5qpunzp=yU&dbADNlF zGBbI8P5F|RHLR`Kc(P{ZwPRte<_X!%Zo8W6X(_ix<*C_4_x8OE_*u`NiTw^?F~9Ba zJ#Q7WvH8`RV=-S5QyMz{y9Pfii`Awo?qEubnVHKgJ=bf0F7Kw}DbY^harTh;Bc0P~ zwor#^$~jzxeTebg0{5{60YW_jlzKRK*)VH(b?$nlrtj-6$w$-HQe~&`@=}kE4Y+OL z=KjO1$RSF;OTz4!g54aW_SCu-olbEIWI zBt1EApEmCgj|ELvV-;jgnCG#~T6daBXDh?WR^ryp1Z1ty@B1A{S~U8H2PEySgCi-t z+slKVyX^vlBUsfbXd8K28|71vMW=0+EM7y0>sa*frz-cz>zA_-c3-zIyGulM1>WL= z$tV7Dn$LP@=1+Z}XZcCCn@&QRkH%{e5HkXG#Lab_8L>NYWvf#*`9nX<-L;6jX`r`9 z8W9U5gDrbV-aTEBge|GMl*KI8x5;H552H!#hRqwzOqkD-(@C-7%)1ZDZhCLkP9_g- zD9QTX&p_F(9!JZ5JQ4HRI?mwnU#=}5;^9zrJiWh#k&(cFCxi&2u@b=0jT1cB#oHIj z{{Ew3C?mU$^AJUp&;d~QY@m_D-S`RkZ9Be-X4LiF7V!hD&6^GO>*3D*#y~y?YsBO4 zY^b@#yEOxUmp#v_>x4H}-qR^9`EN%A*sUY|Epr_>%b8U@xXPrloteZFuP+~0pQuN2 z-nTMi$Fl~Zyq`zAO0j-JN4F&!j88u{jX9r{X=^YtSum(4tSnuoiU#oNfqM@e`zw$4 zuMPDg$Jw=*FFwu$e06f{VrSCdL_Q!4=md{babtWIgLXbvS{rbd_)hu0)qBgn=v+<8 zXTR*LoQdu2W~@w_r5MfkvayHWK-~y?BfPv~D}?VSS(356YwP&xOp$R?05*sAna~}W zuRJz+s=dr|xRTu+=>4Q)-*FxVx5pZrwUX-`&Z@{9tQ z6g@KXh4vlSGbCT6Vgk6FzHl)3e?{ctS5h)$QJ_s1-F+qEk&k z;kwc;DsQ(;UGR59djsFESFfxMwD0Yl9vvQaJJPl`;O^_aX+qkCwCSamImO%K)RP^J zQao>MSZ=e3KUivpKwM=h7)3s9V&;4keP_1V!7=wB?+u7M=lnDJ$2QQESId*$@8Rxj z{6ca5^KlCBY5^aIx#GPI4Nl!>jo_oEkjj9)le~+11;U zhABj0>sfz*Zh*hl#{(B>C7y5D9@6Cr^nBIu-YEE;`ka8{_PP4)R6|&QCCFZBZhU~d(f^@@sDC3?-u~*slT*WgI&$vpvZ?_qsj0^)B`djP#i+oE z8`vp5z_-haHPZ{AB=eo+_EzVoH7e|xUE$N6x!!saK{wtPO6k~YvAq2$yL7L6>iM;# z-bOg^IOXB^$y~h)%6-fxb8E$G{4Fj}r8^E0Ts5K181;)iH`oR5+aX>dO775QuJg@e z0xZ{cmTB+Sz4(I~cC3OKXFXb1-r&oV@9J!%P33qH&Y$9k zUz6>UR!T&5TTl4xv0aVKeEZ+2mH~26UAYU@O7QHZ!y{=mEmRqUfJyE7x*e4u?Ghw% zCLm^U#;Gd@$uk{J(s?sB=S2|K(>TI)Iy<9D@0iheaIN|S{pji4)knO08SIhY9Zdu< z%L@|6vQ6<1DXpyx*>{ZcLqd08cthRHV`>{422;!a`vp*Uxm3bU_~EjC_EaIC1luvMFHaTf z@YzF{_Z^1x8kxFTgnxHr?_EfkJWdEN%z82(ojqMg!t%kjxtmdsL{ZG&R0E4(AK!`W z(J4pR6z%g49tOrF6Go?>Qa9*tGzV6jXb$K+@%CwDU z@Jyg^?8`4cY0Q3Z@mePOlpeZySw8lW2u?h*VS9;TC!=N%S|@F9ZwKp+^K6|lQXw&Q zLGq#h&61E#Ybu>KPeNUS40hdcu+y@2h~Z~g2P{{zr`7E|@3}|ot$qaeWD>2HN7abp zS3bYBCis?qdwbf=w?)>jeR-j7aZ8WGXK-{&n-(+?G+)d;7fm@Tyx(|b@MJ#@e7x`K zlj0+d-|Q9=cV#iZyuWY-ORP zPV*BX?8C{HBkI#fvAE$^eB@W`wgwiVhsO;=|HH+PUNj%}hv~=?N0W6{KOTb2eIr8L zM2`P5mE*n_ptF+7r7H07^t49`8J>t?V#QGAugjJP z+N2hrXqQ=lqaA$am!C~&qP(Ir-_!Z)|9CBb7%j)N!{X%dt8;Uze}lw1*&q@}>KY*J z4K00x|K!*-Ad~`M;tAG7J}^S3v(LtjT=#<*;uvaZA`s+#$UCQ(RT18-S_jnI0uiWT`$elQe|Ea+B{-cPV;AcT zL>!6w9@*Ydy!t%~pePiq+E~B7Bu~qAI5z^n2dm_&C0@kBa^SXfO&Ux8GOyqfs6O^N zh2N{;m(GmQ3>cR!!wdB-**6w1{cE3*_or41j^B0ao5_q3*NTvc4^usHDOvb`o)*nr z_V9v4t{iQQmx+h!4Ph;iTzMnxgabU}HO+7-CkmCP)WDHZN z#)Q7~;~qdA8M}=~klk;Os=~g=Q%(Gi==OodW)S?jaQW z)xz!h(t!{y_3iGR2r5;T_XozMF+X|Q^*@U~u}Ep1*%B5q!K_5V?2tBtxAC1x$~*O( z{sch`6%n17FTOZlTz7n(x>RQ^L_8lxc}yLO4flxZokd>FU8gIeaoc6se3DJ6eC~Tz zX)ZnGazqSh738VAgEY#XCHOq@Ehx)>gm;mnI3AJpPkO~;`eWGVq4_f|<%(EU( zYy||o7h+U#(MqA-O0U6BE*;)wu&`bQj3892EUVrh&x;UBWEl%%m>Z~)9p}c4&F?Mx zFGX>fzNcj<9Q~4{ZLInOY)LO8&m}#=Y#L@8zq_JZv;3E&*fm;vqJJ5)r(rnr%#lSn z$2~W9n*gdbcoG;MP~5NacRxpYWm0;ry#By`2%`hmZmLCjQ!-(aPhX z^J_1~6IwM;l^m01FjnzyN&N9i7hlRpV-ZzS_3`wa3)02%<@soZ)ldte#p}dw)2Gsv z?=y3HTcCGTJLXU>d8*UaO48vwDi`d}Gr)6M>bMJAJ%U1SX)39?=YUTSTH zE$VF&kT?WpkW_SfRMg3RVKJ?kgtY|ui<9wgb1WlC{-#lYX~?YQf9EJ_t-E5AB@4Mx zw#Rz<29N7pZ>*@wv6S&yBQ^Qbtj?BZpA0;wKy{vum#Exu_I zzTo^7ghh~XNFw!=MJ0bP5ab9m!?M3w3I$)yBP7?pZO6hlv?6tW6=nlXQbK;$(NiI^`Zy+Yt-M5 z(bMy%MoL47e0>hXX;gBq2b^o$w?tDXx_BuR%tij+hfwThIY zg+U9_`JqOKyW!>DfK5lx-L=cb`F4$1%l|^7!gZWy`20ho3X#@v8&4wY zGfJwbn78LU)m%3c!CCs9gjN@cJUDIPA{IDLEy^XlV|~pt)W}7)-sROEr|EY|c5((1~x2ZL4>yZoO84Sa|-7;!V3O@%#Nv+*m_pz?~NCXbzKGt2MV$R({> z$jcOlKcz$Vzdya)Jh=H`i#C#LSl@VGF|0hEDnQm;eQx4y+GN;S4bwk4QxW#zn^}{r zMkAmEOL;1mS9mT(VSlZvN0DM*b}#p6EuFHpg7dKZZ!r1SqDyyf^m;H|Us z%9Jt2zIG+ZL6dt2HT_Th{s_rS3`CnI`TWA}<5GLt)0&JMao6 zg(g8KQyVbY(8NIzPWGACCsi|%LeCj^8mi1Uzx{ncbyT${>356zn2-i*jEk6FIuquZEc|rk<6f(f-j(5;3=*lBmZ((i8SpRf|)=ALThNe)8rT?W4p zteF76Fz_@n+f8ztTV&b?^}FL{zoewU znw%1hLxzh@zld8=cMi@LurL5X-@#*5<_~zFs*mi&n~mg7xqRttI&al==8bpMW07B) zW#c(3(pF5r*3W*ie+o$Eo&q&cl35q>bnzFPKd4TBS#<{2h~(%uR}%$&YE;nK`OI4! zSd0_W?fZj=k>*k^UA~u3As4O!f2gc3O_dUVORiU7Ei<)KU!yF|4wL7`^3c3p&n<4y zQRJG>wcwjJGaGX$Au(g0BCfhd^yBo9BU7FBR_#jO_kcpDCHyso?FLkhXm4FGHA`Rl zbX-xD$e`DfV!+#yK1JvgHs}8l-KBzExNaz>bT{nXT~YW$>8?F%Y>43)ki^@ec4Wm2 z(fM~L?~2vzCPcrG6$SQZH}ntX?b_9$BN#GFXfI>ynB%l$ic?I^leFm<NIjJ zR?(R9ExLIG%hyD;)m%)0Y{>C+Ib5bVF5M+~&=D_5UgLm;Om@2=rkRcvndYeUvpV?blKj98&KC ztI(d}MOmoo_k#EQHgxFsX+JIJ=YtYmE<+ORgbjTs$5wo+fjmowMp_={PM{{z%uE7l z_mxIzCC8c1G4Q9KmoT~=@d=mpy&$$zEl)=P*{z{{57l4GfVKw!rc+D$&3lAq+AEL0 z-pSGytMu8l$1%k@B@@d?gFcWeqnCr-xrD`n{O4oP*lOG3#&5Z81(;)j%mut zsf^&|*_QX#rzoXR>|a&XEgSmKw`+V{rpvu}S-tk~s^mCwai9B!F0X6M_eEKL8Azsa(xTX@kAd$cE+(;@vE@X{&zZ7IQ|w;^QnO%p11`wH`k^1x5ZrX=gC#HJ-;=Eb+& zV7rKu%4*uj+L=jfr%QNQt=(qI+3!=%yvHka=w77TFMvC)FfAHHt=t#LHsJd}u9;kjKT#EmxlT51;QyF%$_zBhoM)a*wVvBtL8pq1W8 z5%*5YPA~bv8LPiXZH#4H(c&H?ovh)7wIcLJRbp02D>WE((ZPIN^^eY(pO5;a@;7EQ zS{@1rD*gCI&t?-S#v*)=k-c1hxdE{_SG$-1PrOSTnKEbwUxWrMgiyhb!Z9>{Yp^7e zWNqz2BJO>Uoy)O!D`BkWjrN!#>@!`B=6l|>7ZU$;b1IQX9FGutLF-|wpDPS5r5WGl zgKGZDvSlxMKd8ND6^`7EIE40%2UIu9jGZ$K*!obIVj%BW^R_epI%j1wVMtSLBwwGosYd6&vi8U%UM` zR97_pk>^u;H>hEg+Ag%r+V*g$@05wDf6OtU?OMlWE#NZFO&-lyRDhxUtIgHT&JGx~ zSlJ6b;^$({#{JtQ+SwnJDBtls^^53o>%hFmZDoJ`!e510FKC>)OG5SHE7{Yu)lHdYV|I72(xw=F_N8bPo>%}5yfVWFWclpw?z<}mfn6CvZpt#O1SCH1& zX-I%B;rwD$ral+9;eJV(aDYmfWl(j!BNFlDt_|wb)*``xF*x5B=-F%-s8hU)sh zY{R5g!+;c|Q6%SvtU5J%vzj!Tjvssu3tUM^bu0T`ayVZWd})lqN=x);AOaoM`1klq zS++Fj=0!Ab>+rC)JtEX%5$5VNV`5%`xX9$*%=lQpw;~xV8PQRs^!|j!?w%lZKyLlw(T-kfPEdzwuNT>(~d

rjyk`3{klVb?FZlLk$qXyz`Q2*FO< z6HBJ@gm@ja}BkR@AORnGA9D20Zti3(x zkpA7_ZX-W{i6wG69i_EILXj9SKAK+W^nTn!L|FCO$KZ-k3ZnY<@5gbJ>p)Su^xGrJ zJpBoybXl=rAom0E-l<(2!p{Q)cWL0!rw6R~T>jXA;E$5(-apA43!{5O3DY}e$sA}& zTWJ>pVpQ6LoEyTq{@{8;-eUD>yV0VO0v7<_fVLR3NTy{3gY_@$b|F#)1wfN}ImfB5 zWLGDm_Lshpet5e-QQJBA{825Z<@iJaSt^KPRTY8Z0e0<4v$ouCm6*umcf!OF+~3aR z2M1`0nP9`8b&+l|wKk0J1-E4zj1g_xzKs8@korU2`TQ^RMs+r>W%xg#w`!jPOQ9!M z=vh`uDG#9i^o@Pf{xUJe-RRj+eqU>SY1%Oi7(|65Fup&w>_M_WNA}XFaMf%h;-L-q36vOP3i2?P&6y!0 zo^FKL{#r=|m+u5@c7V{R^DN%qz90zw4MbbBL>G2kIl#!TjnqafoQ6c<7vu6%q@UBb z#dob3u1UXhjY)C@)UlQC!0B@#I-;Y~NtW`l-R(=KM4gj71+cQImC{RD`bmL8BS%3& z4Q~@CNf&(Kl;Bue;v-a)D9_+6T|TiA)g&3g$Ust~8_j}!+2uiQsFR_4o%i@CP*pXP?dM{k zn_sVL-AJ6Ao>K>5TPoc~khe0;#I3*A5+L_*rHyP8$>EKb*YIlS6jAhkEfc6da23L9svxuqUB!SmsY+1P z2*DYA8KA85yew7#K@6KbC(i7z64hF`O5y(ldp zs7azkR_`T8;_KyxjuznsB9=X&U%kanMa0|doX33fZ^|?*udPdxTF!?D_`+k5>s^_g z;bEQci~iOgD`gGP`lTW8)b2#wnVO6hCq;o@{zHO+-w0*=S9;0gXzisOFg9mTagDHj zhA4*t{I}Rr>g~cL;tetu$XS~KY03@($xit>mtA>zCNRZ475JPa{Lv-DXr~6Hm`+3;y$e!$?Jf6+>Iv0_;kYS(1EQg z{S9@BGF-gI&98U@@LSTz!2*-HJz#T7rbzZs0s`364kw=c6V(B6K1^hvsX!AktX*70 z(=fs{TOYg#&iD;S(yJ&9Dpy3ulOvLeW17G^A^2#^ve{te-9Ov$b^LdbzG8DZ{AQR$ zDEqwIyO5JS6V;an0aNrG`$|PK;&QwFsr40J@g2(^P(ErL+a}MykQRhG( zz}yL@8Rz;CitFaab?3xRY;t(m^PWWS-qcUvQhS|d$d$dJvmIMJ21SI<<1pCdGZD|a zskSV4`^E$%F3W$h^(6h=lYDvJPB#$qnL2IuCn&0+-v!Trk3klE+KLh__DMywWJp)* zOlLxP_YgHa;!Ucd5m~s<+k<(YHK&rxB+crQYZD)LncMFM1L-srm>04gMnN1^Xy~7Q z9qJ@Ot)IJ>6gdbU59eTMRpLSej198m_t>-F|4634H5)Wab;^3nDI2OBWr4nB@6e3) z2&k|kqIACt+A^jhTmOR-R_e|y>lR7!Ba7yK6wvs8$%?wc%%RHf5jiMqj*G0z?BRIf zeiyRWa+RmWAP4se-NQ-_0m8EIkrRLm9j74;<4_(MH|HR;*8fV2kzFEr+8SW9Ahz)} zdDnW+^d!8-$Zjw4Ok!N;uVj{7!X-aZsn(cbB+-j?V))nUCifAM-=)5qw?iJ^^yc*Z zkA&=-z0ObB=y(dKUzdBxo+^3S?{44Y?(JJ7oR6T{lO#C{KcG8QB)dPKI^C>vm@)h| z+%fB-?fNEc?j_VLPrK=V|Fr0#)Od{e`_J>O2kD|QQK6sPX$mV7d_~q`xA5x!Ps^s9WB`K9! zCGd0G;Yi`GYA;_Siw0=gh(~Na_fsrhcAFy%{h#Y3?2q0PRjnj7qv3YQH|Uu%428;4 zZ}jJ=^D zRzn4!&yPVys$7oW^t(LetZIQs4EW^Fcq0qZ^j7c=wl73C| zgWoi0=8Ht;oKHWEAVyu|$I)WJ3$q!f9}=Tf0OC*s#=%~6GXY>?)LgD@h6)5v66#^1 zd?Ie0RfGSIp_SF?ENy3$m?Zko9m1j|VaW(DP;tYR^a97hprPCR^URw{*Pt3XN(mk2 zkTdom=qRdrFiwd!vZF5br+?H?AbWQ`j>1#b!dw0ju-Nm~eh$g%N~*Ii71|^=}ab=<}(!-bBlc+i-y1jn0}0E>_4h zgn)5J-I{no2ZR>t6d7-;a@Qn>OAhg=Q_BTXNA`;p#tOL%2^|w6H=t!QV>g-yqUXqs@3CaNzw^6x<5k&I)&-qTi58C(aO7#mrqZMdk2SW36hugMVbwJwUWg_z-A zD4KH{V=|PTnf8vLDeh<&}Y5C zxPp!1Xbvf5RD+#fn(;4m6y3sENtUeCi?o*oLV< zrlg@?CQ-7&0g2|9kw0{+RBzq@Tcy@6jp{1MDdI zamK=+jmbb7n36&`#i6$K^q}Jn7_w)L@mD8q?<`4g@Ag!ZC|s8(!9d}sJQV-}6wOqC zB6j3mzuUrlP&p#>bD%99S`D-}dP$1KH|wj#n>5-{g3znjf^Vg<(aeG3_-VJJbc4AL zMGekU1REj48V8(JKN?^=LlEYD*H8l3$61geSgANJJob|~`TnTj0aXetGJo1S`v0i4I{d=Hl^{Hj4t7&1{DQ+Qx}^YLPWdcynfo?NP&XsiUoWFj z*4jDRaB=5pB817|UC&Vr`!B||0dILUI8>!{F$%l ztz>$qj$EB|a~Blf`(s8_)aS1Rmk~i+3;h3Elip_>*E$0JbU_3DTil##CU;{YYm6f2 zAwhgKn#S9|WGo^0{EAW~`BxmQD!?C0ge^GnVkhNzD`q7)Qm{gGBgmpjUly&I&@BY0 zG87xnx;bd1zajo-Zu$opI=*=9A~WA~Wh0|YJw}4vH=ooj zi^K*hkV~iO(D>z--lc8IxHa-uh{-_oJQ>9{9)*TQE>~8ijyJbfyI5O)%K~qqTkIHc)v)bRq1)Pk-)exQWpn0Y=ev-Q(;g^ieXwb za{;kbMJ~5(mIkv%CAe!`rgtc$+YR&$Yi}Ys)l6BYmWW~*lW2dDB=0aH7J0_gvfO65 z#$_o6f7fi48%={5;YjN!>k26s#x#}qf6f;R-Y+9@sXMCBJf!BDY`8GvXW*apNYXq@ z0L+!5n|xgk_KcIu-1FyQky|~jKMZJ34DuNtbjhj3=bEaW#re(f=B!pXY)H*BV$De#-+uh4g?m=(q(et5? zrtjt`to@NWC;d_~7HNKu@?EA$sNez0xM(gT)8%dDVB#mIr`Vf)D9Sxc4N{&hYOMwS zL&(S{R;qZDF556DgzeL`y%lQ&RL^v11TytKFJ~j?v!od<{=bV@XyEgj)Top{w4ohl z+M+KQ)y9w>HqhS{EwI!L){yQMDI&22=csuGkQ=4~;BpZ7oY=x-)0Sz=RuGybU>73M z_EjR0ZC3M4u9TR|bf}XZ@Gc$JOHo&0D}8Au&t7WYUH?<#*jz-n4P{<3H~qbNw-cCR z(i%{>_8s~`Odw_k_E6s`dJbF264KcOndRaqOXv3>v;Mg0Vjvm!xSMPa^Jk2OzaQ(8 zKj5c{1x){X{~2}R_o897>e1@T8XmhuEiw>g;caa>YArG%@DK%P{Py2~2?=Oi!{oly z4Z%)m+VY*sRgY%iEqRZ;F)o$t^W4t}bwP5Bg!{ZCe)YC;Q4<465Lbh8m(@6oX*HiSsE)+91pOHBLKeZbk>>KlARV^gijJv z8O$upS3@PRNcGqLWAN`oCw4@PZs6*A4)- zQHb3rib)1$B)B{l+-a(Pk_yl3X~}=BiH2isE(-4|XHzU--B2p<)^$7KfxN{HsHW|j z`QAJsdEpabZ5*R0LlqJl%#5Idx5;u9H+J?q528rT7wyDk&hQl?Cy8cNx@-l?dE`5r zM^NaZ|FMtaoq3lTI~fZbB@{mKe2=}Rz(N-bjC+I$hVOyJa=Kz;;Mq>UO zgyxJWyKP7NlD%tC`i5BnWN5ZR5}&+_&A{He9D{GJz;xBPe(S52m3|>tyw5!)^{y6q zAVxEuQ3^+4+)WgHfn4Tq&C3sWed}4##fRG{dC{bi$*g<2c~W2VTrT1)~nie`>I3y-AM~9-rG^db`5AXvY)Hco&a}Eg1aIOSp+< zM8TA}r9TKlK9KbGfzq9ZlbqH9!`ME9xt+H_@g&%Ql>??9Fr#HHN(R#p9?MPk@m`b# zEwlv>n6*Cg!7Gu~Ob|cd<@%+W7qvUTC9BB|iPk+=n_=F`E+yNKt+i{g>fuIMWVM7L zCfRO4p%fp(3^WMDJj zSzrt~L8?@GyUEhv%UAZCQWbCN?YZb16&oi~EjV?@%u`3$7QNVX+5U+hVefwf@nJ$* zZ>PSF+>*Ky2?!3&{F@)8sp2Uj;=hvQgNx-R>x8*o`!rDZ4{V$1w=c!Ne%FzV?3W6? zj)sH1aoh`__S0;Pjg#Zw62XihASp-XM{7+C%)m6-b1{lRd44@d`!DiXXB@}!f<6yH zO#|T>3~GAVYrWi)vvDA4DKzmp4gJ0RK_xvhgdSLke|)D$hH-z0 z@5JpjE)YV8vcUF-X#k|-v}X5@Ia(yYf>^n4e@oaW;kaQeNQyHEtczyA5&!ddqB)8w z$iSumy6ulhJgFkTe?S~v_{Ir6?a5>)-aG3gqv7kkt^H>PA*ADlC=0Wg3odVKivuA9 zL4eGoK?<3-)tcpefe_8@RzTep61}26w_1JMwb)0uZ{E{z)sE#6q`u2)3D1pE^3hFu zgC}A=Yo8?+#mp=v3K15Zc;=6-rD4t;73iB!;^a^2l@I{qaVD)LBH;vw8+R-ZY@-5G zcU`??aE}x(nMCobVvtfKn7Ir3-A-o#rYDi2J!NlDO#hjBn1Y0Xr8aF3cWfOa{|#VU z8b_EA>RIgyD1K{RK;3nYl~?=|T$MjAJA_0aYN^BRuq$z_ukCI96QP0e>?2t$lFl!` z@Xk_W2qGizuUM0y_$ZoN!8}`OC`8AofW80=f&RQ}F%}aHOv)bd{?%hg?F|?-Pds*@ z2f0V60Zx;@4l`w;HmU{l1NtGvrikq_{e(-j2`GWF%;uc^=CMHTSm5w5nW-+W>7^Y~ z&33(AEYLL;IE_etyA^G6@rV767*1f7$hQpbU9IA>%A803o67=|IZat%vU0y7%e>F} zd!iD}vR;5UVmz8SPqOd$@@#DiY)>S6fUri=aB;A=3_~dHem0U}E;EpEeSleN{gJRB z6|LVptDOG`4WK9ctNSSVx&(>n0?=4fm1{(Y6aB7yq|s=yAd-m@h>~G#hfaih#PMgA~&M za@^I1D2o4YU)N>EN5-O>gd{a6PJhyrooPMx=8b8O0;3N z=59UNzEwg4<5;*o7%|~=@8LqR>3QdpGpg7tAZ(*^2v04oi5f?HOuiASzMPZ2!scU}9XTuZr# zZLg6|MN={UYj!*`&pR6%*S_J;7gr_rr#HDM{%M9r-dBf9c>a!V6Hn8IldJwmRO&Nr zBJ<1sXROMsmC93Bo3F<;?uuhn!Y@2TiguwfCyy@@Mayn{ZWsC~U39Bg*!wewKY2LF z`S1Vw6LSM^b%Q5Vv;8gh{0*0V#VMbla65gxr4`O!T(2*#T>TGDSM`d9P)9+wTsx%E zp1mev@M+ePg=F!lk?2A`v&_L9>lx_oA|qA9Y%I>0!?x6y#1fapCY)1i!`%EaY=SXt z!kn1nKGa+TILr2tc4Yadql;I!d8eSGdLP$Us~9eY7!Ji4cIAT2ZPa~3r<>20LN~X! ztVAjIJd5EcRkdBGCC0=48`>}T*UJ0H5=0GFDFPMe_0lMlL0vg3$NECVNQJZodE0{c^S+U^lWl@AZ5}AJ?O@XPF{2#&yaP7n%^& zZ{GfZZH`2di5cVHAozUV=fZcV>Q5@Pq3y3c0y5_J_h(Pc7Mj+5HI2x(jhn8C$j2g6 zIrw>jFN*H*y9WO^J~o)dETfP9{3o@1HTt;=zHOEc;90=_*X~ zegn58iq+1^7EXHy*4Wl2ug8INJ6bX#lg-}V-Qke-c0E**Y);mwxDC`8e=Y{M804OS z7{s16i@@)-1i zfYQs^T+C7nkAK<)eYU(4p3;5)gzuh=f5z83uLE=QdqUA*@6zz-Xtn0_Q{hB77qo>Nv<|VgQ%S}g{Y>Ns{zo(Tt0V0cG z1CpSIWwnR`t_Qi!al94Ts~?&Vy5-}m-(6p*wRY_5RSygZo>dj#a8lyN>kVt#T1{#} zR)g;tb;JvHlU4TbJwB~s<{kd@{B+B@?KS;S`LpcUBzSdbBI39_g>EDJiCup?uH~2F zs5;$A^Xld%-HE{J?w){eNy1^^CxQoCjGOlR^S+_0O`-GE+c_w05!LDq>h57y)~ZQ- zrLyzfXqaEa#cffgL3Y7dE7AKb-n8$kmyS(|QlV_lba0Xxb$Dx?n<9@|a2kj|!kdV4 zBz@XNM7(XPjLEof_K##7=#Zv#B;Vrcljau-k8IXJ){d6Z)Rh{m%k$)@sB(Ag;MKFz zy##o91a$92KCi!~xU^1qoC06?ew~$}AE~~pV!mH}jrUJbA0b<4&3H33P`u~SSB&r( zR+Kd{dvDJ7U<#L+fP8FpYv0`b!o^t4_ULm$ks=Bqsjg+q*m$a?)xzta{`vDK-v{+k zPmjY*_`V(!n@lzERDR+pj5vnZ z-xe)jBCR6{HFtDD4RB$N$kszX@lWS6cbD#ZvchL3*6c^S<}d6n$B5G1^AzAa?AwGM z5VCf953{G~A(~KTSZ+z@i8yQ3nUlfGzd7nEi?F4Tw1kWK&vJ&Xg znCW%+LI;P+l8pMJQ5iT9Gc9&jK!tnWl9IFKITd|h$$y9&;5^2(z4+nvgiskru6Vj= za*57#7VnB+OM(Qgk>|lvIj5wi8tIMh)o)uR#N{iQNzY0+uEhHA&zyZ?0N>V6#0I`g z-)X|}a3@ESa9or5lJ=16zJA|gJ0(#0@%}5ns$a5>TGUaYy0-lfIXUlDaKO#)A-_z1aRs6!D{?z{!+G`*EGq4hCCFs!Z+e zas%?enkss1{-wcp`H#@a{i1*=$D*=*V0ZiT$Z4&wMA`U6~6Y`MlkP2ZT7_dZPU6Olln zfmNw?heo882GvdvYCKggFHIx$nP4S?vrDZN@0G6S9F+T-48*c>uhS)31OIy@|ETMW z$)M+(&vY35TDVx-ym-I-IsP)8_##lXuojumonTQr%n7V5**2h$BLX=;g$q*H{?#9) zoXs$hoZ;nLBjJ`76ml?*h-*>=x1*#U}guN8!lHhwbB@@MuWH*!3Wvo!cI)i)2? zQ}J0EEboVBvi())l}5DTkToeU@M|Z>Gt2!={O0sJI{kY)6J=GOw3LVB43p>!6%{I9 zPxMBGVXi+*eOlY$?9Ir!_il|;1bOsX=E#qY`>u#KHJ;hXdQP`9dw?=VJF_UK-8c>g z3AcAU$Y^}hi%3LJO{`1v5c0Kq%&Wn+ZNO##*rY0L<AWv477xNGFndC8g>&aM}JPuB0&+YsI?rKI+w zXB4Lp^~Ho3x+AYGHwCXU*$oqnkEZn~`GU=JN7N%^DEFhTh{x}3I~m#fO2~o(SVlpZ zTrsQbm|K*-L^KUkIPfNXjrHcd)okwmJ-<1hHa12)b@j1yJA@nB^V+X?Jf_k#|kmkutZb=XX@Q&;HNHR}b40y)1<{f13CoHo78Ns4Lw~m?{VFWn>InsQL^k zl34C%CXVecHM7=6E0z6yoX>X-f(fDxDS)=e*{r3PR8!gE$N{c=ZI_A?t^0$rS_cRaGOT}j@T(q_JJ z*YVKZRPK}*9yfYYSU`U^y=?6KNpLs39&l~*nac}%4F^sxEBe|zUMFM1HdmMbK34F5^|`xSbT1Wp zML&zih-5iF`U2X79a~e+JL9}#0UE%5Ve`LH3 zK2qCZsk+CKM_j#%W_>(4uPBAJV(?6mPssaVn9$a*s-LBSbT3t|c>UX^IbU({-8~zC z^~i}MT{v4XP&r!_V`Hz#?j-*U4G)e=OHroBK=bH>r@i3Sz*1dWt90e-xNG6^v<&3r zVU()bb%iZhXrm2<$4I$Y`IJ+5kF5pHWBmzxug(0KbmM2r-DwOZ3n!v*lv0=Zb}WX# zo4e1PIc6w6c4_e0@qMD)j9j2>Kkj#JaJ8vvtT%|CNV3b7E2l~m0GayQ zChe}*H;n!wHzWI=?(7%$_aHF1IGgfS`&G#RTkk?7x_$Ij)8NaC_bRnP(a_G(73?6n zW$Lj@=O6l1VHf=%!ef7Gb7#Hxd$q3Xr+T_;!|;92cIm; z)$7-BrsX$E%j>a4g^u&+;k0ANn69cOpqilriVsLf-~R;1TFhxF7EGgawHfYfd~o@H z(e>3~QMFyaGjunCI1C*ksnVSTC?H)TsUWFzGjw-KmvncRAT2G@-67p^HayS!eeXHf zb^g$6&usS0+Us7wSohp}?|HkKXroPs%$`r5xv$E!!^{oZEIZ-;_5lf`dIoLIU7%S( z=L8F7u!hxH{=-}FKrlT@0_m3s1CY?*Lls;dI-2fh7j1L7pdil4M}O9We+JK(fSFuI z5f-x*=oY!Ozp0LAgQ5}MVrYaC!Re8Uv@zN^o`d8tG%|?b(c-`z4Az)Xtb5nqoToHU zV?7rmC`ymsR91b#JrXVLo6zLbpkOF&H^)(ZN}wciAeJ;hfI*Ke(C-GuHPU+dye%7k zDhqZ$U(_#=Bd(hoCjU&!;VT2CM@}HpQ-aHYQ7Mrxaxb@DnTnEy=YDeTgWfrXF`Br$tD(+Iwi>6yaw!G(&5P5Iy*HN=|)vPC&;jSR9y1{iYp zxaaT7LJ(&?6GbPwTQ28Bbp!NpePQ=%S6-C!`J|_Tw@w~xpOoSB;?>7zFsuqTO5s2NL!;ZZl$tAxn)N+T6=IWm>x9&qGt{71^Y9i9*o_b zJgwFv4bS^z<%4qY{bu#u&G0HH8u3Xi;_|#TGB2+D8+0uD<>r45D&-x=J@1eLtYq-C2pg39|D*k~SRDu3J@G5Uz(%UuDha8}0qx#JK@Sj2?i1oYC!AFM6;j#<1oq!%v z%_AX5DezdGeU8$cE>j_RF>)@R#NH2?W6nnv`7?6{`khx&1PVrI|K|vea3~%yM72=7 zpC@oV=QfN}I6E&Rk9;W2DQTo9#Fnh^&r5z2AW-yjzHl8Qd8qTVOqnY>R(U4r@@K^w z0?+6Oo!69Lq(^fJ&;!URyk}MHImM!&79CInI5M~qK&18kwaJc5z<*L@w?G^TP`$^~ z$VcsYOlo?Vzsjq*)x{VZi>M;$hf{$|o`O!U-;nrxV7F|r-k7HZ3FVKH7eglp_LdI`{Wr6} z^H4YcsQ?IW{->XO5i13dPp9Q!LEI1Femn*JJ&R-OsqCO%#snEWlngy;krd9mXvE(v zsGA9pbl~MXoZ()M_OAgUa_Y6KZYER{^BkXv8yhUyt?hLhrT9(Wlb97`iQ5InBztdG z<&1=)9lsjlZ;Mh=&U9#Bg&Q-Xu5vSIR79`Ju>Ls%>JCQ+C*Yx8QM09i=Xblww@*F1 z`xb|tw`~>f9fP!8IF6CbE#V zsziP_CE669m$FXdNDC=UO<+-z9+TR-+?<>ksm2J13=#zao62=-Ahgx90zn!Q%eXk6m#7rvLW5VzWn`MB@Y4 z{{@-ZIO4%0y$*-_tJoN?r9*?0b|sr0_O?Yii+s6$K@XwCh$Gg+BKW7);S-x+VE7wO zL69-T;S)IVHu#|q&U9A9wI}oKKa_{{!gT3~Eoj$TW-(y-G^-1yd6v{QMHU{iCS|>- zD+GZXf|Z!!i93skiI4+GE$ZqYss08A`ngjm?y=-s97iQ<_=2EI0w%N#d3w`kxvl0u zBnxCV8?u{8=C~F^!bCd^Z!>kGzWy*i{0dyzYO}Nq`Wq)xpZg2^2X{32HQ` zj*k$#;NWe0WZ51G-6-BmDi=VnR?a|OQAydjjsn`J0G9&XmHxo8nE1YSf1v5@`4ay{2RMqj z>Hml;6gPjJ)veE_f(Vm;0O4jp zMWVgE4D<74sqV!`$L)%?OMcljTCY^^Ozt^gJLl0<)mwGvsqmk~s(}eRr3xkAy^LmC zWsGP<1!Q0>lZb3?>0Pps8+h3?0|0tdsz&Vd@z=uPSG67m9CP?{! zt#6_)bbav{Jt^1kjV7gh$c9maVy1EMbTIR=wF>`klPPln7m=3~PSe$(!X4hdG^Ku_ zbqU`{U_~QV>DTTA%>zXV{UYrQ--QYdU{6{npnN5bP^`3jAp1v|Wfxq;I|Vr(4{DX^8|bsW4^U zqo>6T0`KZs8NdleJM~Z1!xmDwIorlT%7|)ND0z=o(Dp6%JK$v=%I0eN;-9av!`IU? zCOTcBoK6MeW4Vc6dI%_~vy99-ND)2hv0|%=Uvt#h-e*%El>jQxu=4=m4+GM zG!Nqq*aCQ6t&u2_(pl=dun_M1e_W)VpqI#NQN1}Y5eOktCOX0kBBbTjyv4ebSV6)I z41*$rU9HF(`Ds&WJjr_MFdb~Uf@9PK+|Puya!I(pi{z~BQJfc{R```>`ZI{BfRu~Q z9(0qszI*s^9*8JtZhz~?u0U7%v$Hl)C^Ui|ErC+c3yzLJk5=>!kF!xp@6vG)b0p0Q!$hgI8~Yvns2%z&j&|!=ant%i<(x z8K0nD%wy-GWoFW>w5#+6d-6G_+=ORoLm!9!1WE_rXX3pJ-edi6w}fAOsrvMfCwYV**&4|4 zv2r^P158V#hj3*2GQWwueHfXtYzVxn)u7`8`PL_K$LvS*`{-mINPz{lEdc_0bTV+j za&uh%a$r%7X(++4DA3L))8#I~_t|t)RUCV%!b!UkWkNUl1}vwOzf)Ei$4H;-f!5!5 z)bty;-M#dMEcuS5gMOZ^~rhr+l;grMsV+Z!cd*2=&Bmo$_6S(*&;tim;?*%FOVhvQ?2HbQ1OKtu0Q2*0&0WR@Z z9|T{FQS&BZ_z3wMw5$k9c|Ajk=lW+A(_qx(((7TU^aP#Z+>e%)Vhpiq3;bdn@#X<# z4sg{%ojup#983Pa1`QW{6KxnYizLt0e|`eASneweQ5VywZF5H#6sgq261eDD296z4 z#?^zdH%Z`smwsUWFCxyMJ%GM`b^J{K&V(t@wAJ?j>$lkK0KVaz1>loMqU~7$Ps~Ex z-+KDZf!i_za!?Y;%CgBsnrgSfzx>@ZWbXZWG86u%IqVsS+ZBRe=b%L7gI}m1npnU4 zl5EjjN)S|FqsT*_|J;|dSb};~wyKyZpxS0S%9NpGXZnv~4VzsOS*ygdQv_p`CdUfU zVGdO|!>=@g;tN2p5`hnI1LuRATrSufo45mCthO8fkpD-!9vePLCbaDzzojpbomhy< z(@{2pNcl49AD#tW-)@21G9>oMycQJIALg0m)8KVy9D_L-KuLzZBC9u}_d8s(fLBlD`;JD03u>bmd^sch*P}PQgXq zeH=VRNfzP^-l2kj6D#rnuTs>qILFYKhsXfZu6B62(CK-9gKn8vM66c zlh0zc>9!QdYx3*3Or;50c!To0!0IgIxVS7wk__5ZW48GdxUr@nNYzp;SR~-zI3M+^ zL_1Hb#-@4&`n|bUh^aQQpj~-S8 z@UR>Y9v1#K3_Wayi~ayDwlM2=M3i38v}rWCUYNyw z8ovaX{*Q760P`&nn)r~NNJK{tT^A0s#wa0!O=ng_3`z>vpVGdpq zpb5`_q(6*4jF`tuw(_gU{>0rPwVsmX*IB=5@gfnXQffJM!`-~%ShHd{rIS`>Tv>2m z)z>Ib7VTl1S#ptWZfB6QXfFMK=@vg_^Tj)RR7Vo_pa&WFR}cId(f(DgzdsEN>dn$r z^k~rV2%{eU1enUmn@OSsZ8N^p1pg#3_xMLYV0Zz5ifH2n7(ObPua`(N(9kL)S?1^7 z1(ctH%kry70~DkD{PHbdd`|x{jjmp#_zdfLHP|2pz*7UIo{EEaNiqO^YZsB!1=$8l zx-^&YhcSeNK^NzMgzlP)Qq^T7!`#2<|7)2a8pK7=8vJX*?d5|hL|eh1n9WY)c-d7E z`lPJ@9dOZQko4<9XgVI6UuuykLgGJDAZC$>QpRSF*3glg8g;eS(zWCZa7`d01YPI@*Cbc${g*GuM{Rp-z$t;*0-Jat$uA|F zV7y+*2m7m`gd3o5HG$}?AH48AK=ofZ0@e`VkDcF$dT((7P5_YA22d+cBy52mA6!DN zs2ZrS*o;bjqPnItRv%VRADNR=Q}{ZsaEHsDTs8nR-Dm+=e>maeX7qyMK%fx4(2so= zHzMLX>@mMlP&hDM05sp7aB%~Kld#_Z_(DL>#Q(eJs;nKs5dRh{X{`5Fi0K*Y^6xhWC2>elC+a9J0e05A+O_I9$#w=u~axaWl9T-sQA5MhYpFL^J%V zthBX18C)pnzdI=D6S^Wt^{_cTYvR4Can_kI#wEXY!^NF%61qBD-gef@5^;cB{^+u^ zv$si3UDR<%OuN_weiCpPXice^WIGnE<@Q<-kg~Z2?yx&Ze)r{y3EN>)WM4RIcI#w? zqHbnTv9-R=(QQG$RiJr$rqM00U3Z=25A>Gryi+$>=e6)@{K+}Rb+=0OUtIfhiktqi z{++Scw-+9bySe$t{^9q7lF`~rS=TN1!=Gz)!ctr(*A9BQZ^fNYotHzg{N-B?D5O}{ zZ-49Aj&CeHy;@LrNQ*%A;0n6r_*F2k@u6A3Z7%KVntO8V$n%)~S!lhVVd`OmzDN#P z>abyPbv<$}cc$Iaa9;&W{0{q;)18nzdU)i0!d8Fr?e_Mzzw6`O;8_Mg z^WH(DDd}bu6A}ZI$INzJU zV$kmU{DwDPr_bpRTuC7&7bM$882cUXdwNQnA6Wk?63Fy-!!6u5KmFJ3r{NV(?{l@gn)#!Fl|S$coMScMg@C#lvu^uKkhh zKf+N&W6VmsLNA^}Um3L5ZEx3a`{18Ml)L;{oZGrnc!Kh`65c9Tx{WHgm^HX)D7Pf; zweYi-;_fOk>3p3{8M>w{XW8+bLQ{*6DtXjkta#5n*rj#Cj_-C?fu%HfY$)aM%Q5o- zP0>NZr}N7d|CL^DL7i@wfr6;w^%RTsREzaA*e}uW6#trp;F^SRC@+Jc(%(kq9D}z4Ecm7=U=>?^IfV?|I&;^zX=-J4UEgAA`?^?U->_Pa%rRS* zS4qb`=^drk)XFB#mAumP{hhbb(nzPZaCcC6jj%jdJi6_1L9gUC$>%WF)fh{J3%!)d z!(eb2=}?H1O9nAlpY5FF%Za)ezQHXMUSGw|?+1_~Gswq9!YEIaC zf??|7S?gC4l;%>Ax+>9JU#zRqoP7sg*IsvPg$8x~zjq74W5>8$ury&;vl)$^YnMLz zCs7@v&(v%TA-6l1Te|aaEe3R06fcEPeY7z=m7V7{M!+PTj^Qs|gJt~dUH-b#VJ=&C zR(tRY?zr?&7P1Zzp2U4fKO78(^=@6ifwTxIuvgs;^Pz1VYeYO)%<2UlEDVo}O`pxwz?VtR&bAhb=@7k8oUpMN@`X&YwTCd}i^MRPN1B9PSOs zSZxpd0JBO2}3gkAAa=?AyivJdmoPCi6FL$$TdF+_~UYHF0K{ z7|~EMUf1!V%>KlIaJ+)G$M0a+_r3&D5jkQailr1ZA?)*2(ejH+TA#b*7tnpzGzD6$ zyQx3i+-WUI&Xsh7sUNN_?B-L?+Iw45aNKt1SYyrYXU4W~xGxKj*Y|4KT<-4uV_4Rm z7E0LK(s)i+L4vQ!V0Tlf@vU2t-E0b_C2YXrfWe)kGzXH_zR7%61-7esyRTF0!w1dL zPOfV1$M;*}IrG?#v3rNQV}*C|3*^chj90rS0&YeS?sI|hs)Lc0KpxwHTQ-jvt?P@4 z&%9_;KhUK%#OmDMo}Mp}S_>t!BTc>EC{*yUWJI!womsygCt|~LJ!8o_CUezOxniIA zwVrMDq4nh)H^k3^i=!7V4g(C{Cv{hgk=Jh%Rv`-wvUWPBrS?1rySuie z2~eSC6|VbIkEzM-%dVN749y;IV+x@uR##UiJ3AYs7hea+)w;JF5VLCW0Haa8t5z^VFmY2qFivO`wpgiHrXE^Xljqu0iX=r3X z3hi9{bm9Zy{0b!yCFV69&lhZm*}rUNSe@iAXGo`UlTbK_>tXEisD>L$vr9R_Nb`-|CZAtl)(MX)rMz3y;| z>_CuV)sgR(;nA*qjevR{&=Qd=#49TGiG09o*xQY&HGwd2UIr~_Dsh&q67w8+gp^i( z3zHG|%-8jpBch@4+ADKCp6F+8-$)Cd&!0v-w}Y5&Lb+;8rftLIS&|F2^QJ=40Qq%t%9aIsbBWaljhR zKth+KL7loQvgSXkQ0U?+uYQ%f?_vz=p~+3t$i(x_bDwN^Ep_qQZQhU{VSN&X`JA+` zZMk_qtZ{!2jcVvM#0HZOTfnJr*I!teO8p8N?P#oC*B`c*LxXgwvfykBgG)!=xVhWf zLn`u9miV2BIz%oTmeCV(ekG8>U0wOyZ7s=oJZH&KNZ1{={a4Je?r0Ul89z)^hS$FT z`@NZAv`1e|9gmx;=@+Yf-H=lszS!a}v3w1>&`{AOj*dNKI8Z5JnwYX1H8L&inOhpF zt-AW~%}ui;(e`!342R8*OS1f7mbd&S`aFLVcY0rG_ZyYOS;7ilV&W%fSc(jd=)m0< zY`OKhKiJw!cnGxCH3(Uh2%TlYWbE+kTZ@1F@`GK}8AEk-)i%^8$}kKQ%!C@|92nde zw~tbCJvMO{?1pi3r~L1~ihWzh<#!Pf^~2`xNhO)>8+V+|g+RdaVZo)REdVx3Q@SGlIdyDT8}BlIj&ymK^`hmCyK`wJ zlxpZ~3YqmUTkUdInuz?71tHdSM1QJc!X45+?E-HB+b!F@#jiJugo-}ccn*wTgBb!i zL`W@ZU~;L(r__{a-$_1te3^f7Fy$1)m;9oBt;P{<{0TYl+*TSpDRz9gC}XToMJy z9-q1`a;OMqPcmFz!7Ees7B@dWk(8MGiT80~mYDr(JV(6^Ugx~}&OK%4x3Q<45xJ{N zU~Aks3urpb{3B~m4e!9K@8dQ#?TH(ns~cL>gYkPn|w6pHcEZcUNOOs>kOprA*^1C8?Lj?|;#gal&={)jps?nX3w! zs;@{sCijp!bX}Qdi8-8FVF^-&fX|fAd5To**PGgz{D_S`2&!hy+DNIYu))!WgmhB~>RRdg%DAxBol$co%=`XJ)Gi zhELH5jQtXJEydm{Vd$rF5^R5OS|T^9wNG;QX|~e()cx%@V|W|mGhAVR9vkv3fs1@B z5z5(Za-OKsCrkonQg|?*uGGxNLd^NC#D==BA<3wt79omf*jyvvdfu-sJBD^BET1T6 zPMi#<^d+W3sJko#Xns8*f0Hh~x{l0qD;pZhd1M)<+s<&A;oV(9Pl=mlfn|D+Q~$m% z^86SD;nZx~&$DfN1AA@uJt%1bTYG9uAliaRZ^OH-DSq+hXX+?M0^w?)zC`?KnSUQc5=)X0PmdJ*4%k6_Pjs1wYhHBCXM@l7g;LnJuI^PZN<~d zSK!=E?=iQq+dJYg3Cq3Q4c^Jx-c&6pnSYOygc`=$kTrSv7j{cdep?K*QdPNY7j~_K zg$ggv2s6zwzJRHvNNVeYd{5o0Y{q zLvs~co20`?@q#_AX-2?Ws3Mhu+jb!&_p?_><KXR`P zTN8PTegfgItGw7N!rKEE+%(7N!j-hmezw-8r?^e=qF*3%{GmZx$hEUAlz~f<#D=FG zZ<4fZv3dq4Z{K5u3%ZzZ&duu`CEy409g`HE8~K ziQf7}b@XmeM{9WVUzuj}-`cw$kpn3r5L*dqCMh z!dCF4kc0)eQeIW7(BlLI^pOni^X_KxbAv-C-3{E053gNo?5RCJQ%X87X*z8YNy zt}{b*t4fz!)7_-8<9&nGV+FzWYazkA(!1|X(B$)bo;$vKb*ERCf8FAH=G|=UuYlPb z>z7R@(XC?cn!vSKX-SjkoUWWFBY&rtI-l?Hyx$6*}*7&95h6bldYt zNsT`~VoA>J$8EW^9P{R$OnE8p@#Soo`IS6NNjoaZMGFPt+E^(U&56H0d>ymJW9J8Y zDRAu;t3v65CE2Uy?O?^~h4=Aij>0c^&rc7AWLh>`agEP@8`?zM@mYOnDPZ+*9`WFD zow*+579|YfxflO2BndCTB zFeNPT{67AWOvkLPJYjoUgYBEza$%+GZg)~}bxlH{K&ZP<8RaA)?Nuojbw8C0b>sWm zb2#9z(0W|4kAHP~UNsYOyLj1y7_1W-PD-K4LDBAeiN?xK-6h!(8ba_bB%JvttY4Obl^pIVm{UTk57-HCMZugYXOfsp=Ub3!x zAY&1@#tXxW6VdDl%du6(X9=+|$D{!fL2Vp_(kv5qDu#&29x&6fS{^ zHv&hC@>(l2KVfPEu$vCoPAh)e>yKeRzTvCgh)63m{fGE-6cp`3!oNP*ut~fWGH~s@ z=yARX;1;T|7Fvc~K5R${EgNGU|5R=b4trstGwH)66Q-h!EcZ<5SvvZvWVO891_7Tb z)5cDO(#qBQ8=ch^WY+%O$oMEz4-)RPTY6dj1QFN z%1d=Je8fGG7G=DYB4XJ@n3VXXHLag&ug##+h?b6>2R%WDXlx-cM^8E(r~Ry`dM`S! zrO34d>Gaz*3jA?7P0$u**i$HnfPtftpra3Vco8K0fDx+ygT}0rM!+yZJV+I|hi{8# zT(b&@gZ;HkV}noyy)WRfC-M@eSVmX3x@a{UBn2Ebfk1#x>8`9uhvtMx%a2TpJHgH^VgNVlf=fI> zp{;0(Vm)fe=fxnJdJ@5mDsAh5uGQWs{f&ro0y{AxHap-FB=1ni@#B+4oLWNX zLA};+qwuF%sv0KI8LH;qp@;YYnwDuyU5(aUC4eF(qtK+G7*~Aijvg)T8S_%%)@?;~j_16{%BoL*pNlPE0PXINwA$ zjSw|QPZ`;wHw>aaUI+;zCFiB(BOuA4`RWPYvQg0)(5>-mKbvHR!7_Iv!;IohR@x%O z*nzqMYRvgS`n5oXwEzL^@L@wrfB*m$7tf^3@{JYsX(#s2M9+6L-1C(e}^36b(40vE24xuCSi=KoO z0OIsQ2$mt?tLK)kMsBW1>sU5ukm-WY?^n50ipA~n_tFb{s&}WSztZJrC zdx*vynHI}|b^Wr93O*9qwTX6d``tLyO)a+qO}hCb#UsMx9Fedd5Z1;B1wSH;-7o=F zx@DB82|-^DuijIGJ5mWIr2qZbi*f^1#ex|=iTJYoBMTLBuGvf9C@B=C-i4>l-;D*c zPm1JecFNMhoclEum3t*$JHz~q>JkL;tfm0Yg%JHi&1J5%tL>Zp9f*!R`W1(fy{<_5 z9&2vpy4w5$1|R;Yg_8oXub>w2@`I^`!M+fMr!PfvF5@S23@EqYyzA=JLfwU2C){sH zHiB3>Hw(tot+Kb0ea2<1|5QeTRCDEKx{wb7DkeiO5LV3{2K7}-(cP7sJTnXSN~SEV z)%r*>E5fncHv>i@y)$Xt_4$_LBT(?N*d`kBBCx`l{a{Tq6i{@m_i=0a>2&{ON7AwL z8B~)OdYJXNK?6Mm0AJf_wzEs6(5wJ5T{Gh|t2e^eh=~v}HLNj8<)xgbvXo${g z-6d2pp`w53G_LRw0ftaRlKung?E|BSBM@+jR7i<*yz+C({%w~~k-weJrkItX`!;jg zC#k^Rj!VBJ|H^_ZxdPkFFz-Ealzl$IGCUYWfHohGWd{z#j)34%qT^I&Q{aEBMyBQ0 z5y`}A*-U0Mn$ipnhdiM`$2^WKyA6ne{Ir=mq&GzG2niQR3_rLVt*m%Ar4zl78P3n7 zXay*0z+vQ22h8g*GWIxt5;OZKO7tu9WK$dwI})8FSDIv{cnLH- z{?Cc5s^fawuV-F{3=(WzR!C zE$}to%QO}26p?h>7G}Ct7Nn8cde>&an1Rn~T60Jo)5j@~unczo@f`RR4=lMs^Rf>H zXg=9xzyRqwxpk;a(v8*NZ6o&ZcX>!nwa8fd)gN|V3!j1(bdTVnrgm z4tnGdrLpk+eYNln(H=>dYALdg9UAy%mqoRUK%HN){FW1NKvTNzYJcBj(UnJIjsRf9 z&!XAMpc&ch>D!Wqe1F&=+mZ$#U)b=ZR4y!WTSHyPJ7c9}%YY<+Z{hoR-ujzb7Eqnm zj`?^UcK+Ax8EF<~>ugT@br zgBG5y{RH@@cZ9eY<<|Ro*kr~m?gvdn>q$}2CEb%B7;a)uA8Hy9RFsI2r_PA9W(c&K zKS46?e^I1=qe_4I#jaq%qO+Y39!?wCC|exsksgVLf{^Xl;9Jx6-uX&u~#h%su|&LFO-d`Yr<~)@XnY z0Apz!12Q}57D+6qz6Cj~yt?W!h>S&)dA4Zz6EQ1Hf4`%*c>Zdv!9P-!kQa^D5blug zj4#6`Vg~n89pcw(@)O-kyV0%Cyg7;taKl+wYNoHP;r@5PSO#DwfhR@0VH{N65B%Zn|0HQ=iN@%`75PYAK9DvIMF!xCI5O-p7`0SK3;SElRI6=t zxSoncYT0x0O;%;(><)e>LbTp-`{CI^u;zvs9ZbL-j0O;x_%aQv*OD*- z&pQT*wrHN9ij0z%QKSPCk>CSD1P_|h*(6WRBgkfT-G47~Ci%9P5R@tZPx+KRju>=} z#{6N#d;m*Sa!8tPCT@$vXKrX4LTW%ACYPf0RwvIDD`4@Nj97gZjjU1;->7BaQOhQ> zt7gh}3a*~(D*PhgoJoV=J{mX9!>AimI(cFITot43p++GD|L}BYgi%I^zc{Rpmk(Y9v+uI@nBy$!BKi}qcu2f2*SfgD4Z7H!{@dHhAWBk4UjzhmW+my*QPK2 zn5-u1U`DaaC;kn}IWmfoao40Eb!t$F@+TzfOl>MeJ5}usNse zXM>|&0cLu&3>3(WC2fQ*;x#{4lr9eVG6-eH?MD;jGbiW_Eg9}IHqh_@E*dIA4d@t- zv=LE601z4i!8eY9XK9A?Ph=MJ43*#zemV;>7)$zZ)ybS;leyPK$5uAPv?_90)T*kl zuIWI5h!oYdCZ|3%Kh`5aGAhsO_t+Z~@USCxZINa4^o6Uq3VGg$0^y{C0s&yz1|FSV z=2y|m;lS0F9e71LT;7gsSL~<|^qS~K3<0?zK&0IP)0#eHM*;>8B%{=%p#R!5K@}zuS0WFXD zOo>u{xji<9n5w=>Lj*ylHtkoV0BP|*>tAY(9g%lv8XX9X_7)GoHkH zoWOU%SF=F`q@k-l$j}%#lTff%3%La_-yi>#Tds6L5j+HGzMi~;4C4-|Y2I257 zGmo#&)QH^OuI~zxU6-s}zn16k)?z}+8k2fSCToMGa0Qy13Ro`JotN0+)^>^1s)<|# zH2ZoRUV5ac20Lg-|52S|ByqUt`iQwOz$!i__Ve_LEdM)hU()FscU29`Y4^@fl3kZO ze`Dy1js@9)1CQs#DlTInundaTBcPOMr{A5>^)!QBTlb>2^3veRRs8*qfHR?bQvdy7 zL#LwS`2MNnH79@U-rTlIlS9^mPk&M>_UE88_ruAQ0*hv@&G)AlDN=VIic8?Z6vUMF zD;;dZ_$_YSje)AI4cb1Je$LIYQYFhh%Fw46*`)+qrP5rCgw^%G34KSiFas zqf>7;dhyMIXppOqUU_MiDTRe-=t&=gGI;Gp#)lx2=9kU|5iLyx9YfJpZ%(v76qnX~ z*P52)w8%=0TGWRv(`Fe5T7>Lf-=0ERH7!i_$^3<{KMi`Us=Ip}i#xV%A@_gPJPebY z(A6Edv2d?uj-CA;S3mRG?$*{O)qOra>sr+{Gv``$XDa?~norqK7_XMCq}0H-lB5zt zJWlsC5Z~kUa>K!)a(hkcYv+e$t>&gX{A!&;_b8zYImQLwBmYyrby37tN&QYTH|wg2SX)tJhC*Hyban=|I+Y>>S_GF81Hzl@&X zaEwpj3+l$h>f{6W+%++)CKJ|+sls*@mY8MxKr2key`S22 zcWlMLCUiu${N~D%NDrb*eEueV>3%z@mvYZ>(f`DvuL3`O-rG{9sMY)hxWs2`0n1`b$DOpTk}~wF8M!>VJtVMLO4bO-7oE^x}No0g%VX3 zdm7Z!DHTrUj(wUpX8dVTOj zt1h^TAC9(M8L|(nV|?tvOm=N zdGcp@)z7U_U9x+if;3SQXFO^W+g<)3?w*>l26RtkxfQH!NrCf9+LF=TdL>YQP{Y@vOfs7H$sRCc>YB z2$tSaCmX);u@U&t8$YcB`2Fqw$QRq=ZcOPay*bxOXw}WB zB9_;PW_2(36E~g{_6gn|Y`i?3n{m*6ulwQG6S{Ci=@&8DisjXjrX-4(NJ8BrqV1rn1N6wRg>9f+OlsWyI zmDA48#5{{Q6@I!|SoOBo!M~mQN#ofSFnjncE?N6E&}i(GBzVF!gQR6JdlNK^C384Y zHdG9y>mtbg^<4n%?r$xidFBs>S^W@|~kRit~w9ZNAfaVv7 zYW`9bckZiSZ8&8Zmsf^Y)Q!{5t~yElM(@&o)6>4jf~W$)7?p(QDP6J#saXF?S2YRy zDChMGRID82;U%Ej=@ZfWgs0eNs*9mQ_HZ?^%MAZGnfkkV)W<^Kfn=nZCL_#mV*`2Q z%oSw<)80Q5Gc=5fk%~r3jB@K0$2^TRw< z*ZA8?O^PdeqlOWEmX%tPu_boURF~8ACGTuhegD127iejDh@7s_vXXyyjcaW9lkbC{{E=i zYVU4AQ(a-l-YOHbdqe8|!QbPZv|k&MMogtvB=;On{(Hg3ppF}u2M4M-P*i2YwUQ2(`qm1LE+F`#s3UC z#_qb7{*x-nSM={!mx-@E`+$5LS-QIj-rudaoWH;r5C=Fducfu!sr|V}+|JVPdCq6c zh56*fX;4+d)UlVDVmarhT-9$lH|OYQOj+@g)Q`l;UsdBt{qk*s z?}g%-?|O+Q>e+(%9P?S!;}$$P1P|^W+}+)s z;BF1Uf;$9vg1ZEVAi>=sKyV8hf^!?5=RNnF^L^uv`y&|xx{F%1_N+PQuD#c)aa3b^ zldTjKdHdN!!{;0~Q=Sw5xi0ye3jz7ApPY!>?&sw9>gP$TBRg&BEJF?`F~;8C!)9F8 zV3otCGkB@Fo>m3@m&U2nKl)Batk)%<^gLC$H?7+kct?)Wem@>mdQU%4`YrmNcjcf( zSjgtwMBB#uS(TsT=E5L9-Ca-JKI=ZdvwHpsCl>!Fnpwg3Q{0J9w32In&z{TfO&Akj zxr81PB&;uvJnha6OeTcn?h0uG)`QXVmudW-ZWitZvYva5`;mB?KRzMhmPf3k{i-%) zxxHD~F?zIokbiG@{(&>QlPcNko1SpA0zHGxaeZ4C` z@9PO}S}qi++rRY_=UvmI8#x71tHEAgENx#*;;q>ZW=MDx=Idsk8A?uFp335vXw@^-^|FozX&a)c3MMXscbf+%6G_B z8IJ6ehEYpJ;Uu4MBmd_aP~tNfyzBY7S=M&w+htQE4RL z$4}^SM2${szb|KTc$@YygoGcUUOqz?azuQ9BD~l#C6KBmZyn~CKooLVev?wMWrq9m z`EfUz;~%>RsODUI-ZAoTY(Y1GU!ZUjJTxIF$RExm0W0`JL4KqVg2EqJ)lqGmMj)cw ztE^0>_nKsM)Wz=s5NTEVeTBZ%P=lpQ9>yk~(^7^K?kOj`0YDn!l4a6wh7)u1dgn?i zQ00TdiSZzH_Sdl=wuwn5MP#HvLhlwd-UtX^K}`Y0(9i`O6RyDA+k=Dban9n7$=2DG zs*F448>7Z);xFHT)XqXph@tgSW)FvR=2XIveI_RL2JZ)+PXdGX1LJ3a`H95nVrWtE z#ORRc6#F7-MU7RQA@mXOPq^tTVDb~BI0J3Nzy{J}n#|_xRC4&(PWw1@a};E#_dxF< z`zo)VZ#8{rgcOjh4g+6Pz#>HY7fr+rh|aR+>Jt*>s`KBIn(zSTe+|_}+%@@x1*uIg z8%1LB9Fn}y9nh*vF|G}hM6DjJ>_68Q6-FEf2`!U2F6#1`Bs1s>Jf)%yarL4c;C zIiZ_CDoWNo&kymWFKD2d7gt~AwJJa~$NG!y4ONAh?>LPmItjeNh_BKO@`NRs0!n(_ zcZc2wza+q@?+Uyu1Q#!lMngXhdopiz#PCltU$aUrjrLX4-&YP;swt*<`_?8&x*0=e z{4druB-xOc!A?$i_zGLk8_Y78Er@r$fJOMBd+GuhaT6GS2`oz_QG#F~oK>FvbuUO5b6v{=rJ!e5F)W*=? zDYmoJk;zbLl3kpMA%Gm2LK622AM)oy8+u~-EcgF`cT_mZyoRYwsEx%4NEF6!E)t;WY0b0vUP*oQB!WvCSl-N`X?h*{dy9c4<__6S9ypFNbo1W-Ejq%BstJD&BG zW+no+KVP59?0@JP z7|y;;09mkniQQHYOsnq(%_&uigmp@cjIQ`GR4tIYAGPIC6n*Ji2qj*2mEbl`I3cMs z_y>R-6i&!3@7zsvu|+{3HLlU8@vSt3VR?IiTeqAc9w>&2EQ4xwYqt%RD#J7p%|@}m z`+5i-2G2$~As!FU2Ja9+a=ROE2#{Jk+EW{Zi^-tc1F4)%X+KML2}$A1_Er~>HjkKI zkjulQWB^-1f$As-}M7ew67n!}lu2sL*)-|uN4lbnZh%=VPYi zGrFmNhcgY0Y|BJEIXX23Fad=V;i2(OTGxCg!o%R}*2d)nUn(4T-z);M>qi0N&2&i& zw#G;xH|0SWz)x9C+aiFCWBYDV7r^UV1vKX9@~;994hK3WFTlsc5a|9)jK?F;&36D$xa!6`2#kW- zte`9FP1E7q1DIL+(VTUO%CV~Tt-ulzz&Ir1f)y$d-TISg%ZK52kxE*K!NeOX+;e(4 zLtAT2eW--yCS|4M?xm71xLLg4N@xu;*jl`fy@MwdeSQGP7s5rBOTO& zxBv`~QLr3yO8;}osK}tFYd3e5o6LJNJj;kh$OtNYCPKd-B&~}@#j~i;F_5VUe4&MZ zZ}r4NP#>9)U~ym)eNg%FX2p7xX*o?F@aEua=0_l`^T>W7#04i zUzx<{5Rrf|J47TPv5uw$Ni$*9FXM8~w$74PCMw~+V_U@?rJHDnI`uP`+4QrvgYOBP zT)qYD1G)u^kXkcULv4S7V$OF1(>&>jh?xm3lm2DiI0*AP-vTOwo2K458D0JUvQDGQu^n|3cUU8P zuIVcxix9i7!Z!M7KnEU1^;pa?swk8CnTSK2nu#r7#-YzMO9D! zi+UlSN_z`K_yOW-Iv^1X2tpyIeRObXe6bPCkj@y{ENyW~lT@Jj1V*Y?M#h)|M!d#a zmPoAh%DfO&)AOqCQ2D7gzOZ3KjjeSM46>ebg3Ze^Q&KOkiiq&4mOH_3?x9gfRQ-JG> z)*SOj$T9chTtIO6$ed;#5J!tfC$s?|lVjf;K5_9K#9&-^pp#LX!NODo|Fjgx~4bdv126B9Jwk_lG$megX znUop(fuijhi-^Cc5mfV9UW7IPj zXSiGrqG_ot)1f~>3>BnTEj}Balc*n_GvAb_wZ-Ymk17pO7P$;^Iph864Q}|Ohjgsu zGR#R;l?ox;t+_s#OIN61?H-PIxa95|Ns9oZ`!LeFL?o8dG=+>eZ80$ze8Ml{{GwZq zh{xTCO8=3yDfOyBRJXu}%onB$Ed*^}zQYy4x8M{%qnZ7Grw%WwMuLYS1XU49 z((OgR6U84t=`&*rJD0X`p2bO{MxTu_vnyp5i5qnL7 zj}T0Q-K6p^O2g`bKLit44`AlM&1lT8I4u!F;|IdUXX#40tnAtWBge`9r{6t$wPXko z(zWvz*6LB^R5)rOdl?#tC%g150daHDO#xeUqRIcc*9Jt<9AEFXGX-z(>%B%wA;SHJ z91A<$O?khy>KaXC`vM4;X@}2;RO2Q60_%V0X3R4FP^hnt zR|`Ym+6^u5nW#v3>Y!=Ow13EDVm7c8<h^ z11aQxo)4tF2+$v3dhigS<7-F#tjW{@T~N&R)6=o*5XI3y1YPWZ^QMAsUWU=YZge46 zE1DifG_Oh8*@5zz00=RzJcukiL5^nG#jOhxQ66M*Od{v+XPJaUqCu z3TRpgG8k~>%WVpMe5%Y8uS&~6f;jZ%ctPrC5t zt&u%3GWEXquYy8Q0}E7i*bnSae$=1IV}thtzvqKyA>6RK1=P{05;M^+!io8xeqr|2 zFU->Cm;1(kp^d*N`$ayCz*}Vlof=t!JON}DRcQea4(q|woS6}oFgD)3icX{}7`IZ3k z$K7~KfUMe4^>#d2HY4+)3wE_4+dRJXGWG z8DP}gm7OT7p;teIEBg3Kn;US<==V4Xwt7+DpkmovUhVqTnD0ul2+ z(N;mCt#(x(9d4jST+CJ}!{l?UI|hH+8+l(?=~#uZaUO#BuYvo&&eims--w}i8dZIz zcMve`q1*k|SXEUveM<*piKIVE96SJG-6v3wpurC=gIL}0A*M9BHme2*&q8c{rYJ3n zVza7~c{KUU%u3Y+bo@jXuIJuOQ0h7S-YhLQ*9WJ+*PB21!>Gd?J$Rd3Kh7lf}G$W)@tB8P@>KirEKS% z06PC4C)RyJ68rz%3&~*@;?ab_PhZ|zEar25E}O{(7+G0mMHU&VmoQovYOr#^6KTw zynFgP0tCK0k1U9cCsonw>0pGn` zex$Jc=C)xm0mYnMfn!oDitZ`W=6!gLWL};Xfn;9g&Bq&xZ(#ZwQmj_v`sX$5S9fL& z=^yuMcX}c2?A|d)?roLnfP0kh3+Wk2`9s~X{S??}k@-6wXd&{i%xrCfxX*zUdmvA0 zp>BvOQwYUjkY!r$@W5}H8wXd3W7za(IjYklZd6>6BIz1O?H003tIxv}iy5tI;d&ZB zpnDyKG}xOEAi1)gJ5k{#q+ia9s_CdYljVaHB8b6{rszvUA;FU(#c$W$&^lhP;h$u` zSjm5$=9xgUe8i#~RiBQ+LHM{MaPp1Hd&BhraPNBs{=QE%eID?R@E;LpCijMdI5!>v zsH`g}h?AG_hGI?eg6HKX`&2sFkjjw+TaF0-uDro18MBw$qH=}>7*DGOaI@Efm6&z2 zZea-H79TGP8JFDbjFyamQaZV4Q+9q*g?<7TI`5SA%WTu)Fd z)?6)=x-K}}9OYD(Gk?CLj5#DRJ>nIk>;OgY^^3QpwLc9_n4T{eRlV#jyzfsr!dy5qWNDtdLq{UYe!G%|K8Cv_Oheram2yOUiUC|VS(!? z;?dpx?O@w7`^Kpwbomg85@vvlll~LBA?i@6p zJOnQPYdcReIb=JJq`BAqNB1}7{%+0imneU{>7(`f<4gEiv7`*&O&iABDN%X5R8k`r zNoEmOo|b5_CdpO>4Qa5h(4^ZZ$rtwysq^a6WWP^REQTJ|6zRa4@;1LxBlGi856Pik zPuXv7*D!fySvdhce;Mips>`(cU8_KBkF;y#0<_g;V<&Scl&vfR9Mo3U|pt+@24B;)ex5{_u>e$F?)#Ap6!DdXvmSJhGoz2)D{ zJSd4b<$~P9)q>9tzdveptkT3S%Ia07E(qm!(*IPP26Z9qv?)E+7>w{+Z8X!wXcbIA zxoVT|YnC(*tj?3$+a@>F$gOCVynjENqG5w1+c>UMS$Z`xyxw^aSufW-Ff^!)=%(Q8 z;zc~gRF%Y7>X9&8Qhn|rKl^Cwd2J!+bI&>YR_L&89JA}5C&?q4=h?_0dvaB==nvoW zva~K=*xIt!GE`BP&Kf9po4L`QCR|1KM?Vc2T0V^b26_?MC(knU9S4g@*#Nd%(e42I zZdg>@GCh*$=0i_?q_(YdVr(D!8isdG0&=Y?U+lws^aT|VLCA?sPN!ku`~JxL$4+hI zzuSLu0{FZj1qbMc)2W{<&eh{1BcrR~Iw9J>M6wKE19^sg!$LHYKD@ zea5$eyl>%i<@;9MrF#8FN9_9g`cZO6n~M7*JR!9s{~(q>2MLHh+cd2;_gC~zb7;iU zyj1NXCM}M(6w7^~lv66^OmKM&vF1r_5GQTh7@|Yb^LhrJUJ2kCi!m~q&e4{mrIKz{ z?55Gc|8h_==I5Hwo$HRNLX~8)WV(hz(LS5WW21f3fPS^xmlMN#)3FRyt^yY?0#Bs( ztNlwv!Z1$rZF7&G+wGf@kIg*YSp?hga^FW!HicS&OdCFZSe~Y_m%gbqv;0AhVi(V> zM(s1ZjMex_K*cOJ8$+7hNBsJ5<9Kd)z3XkyHI9VcPrT-4X4A0MpZVAI9U;?{%ITCc ziDK3X5}8y7J;ap?3w{9^4V|8sZEhInPuJG{XiTDW_fy()5%*(QZ)N?l$_FAtee9pp zodsuqSF5iot)Hlgo_xQZapNdo@3P)CLD{>VlTW+fF-~QAo7mbPlf_hR5h-yze?IRa zp0ssu9ZOzgErMp*JTbj**LF~%`1m9>VtO7OwLN+7A4P1jHHs^XwwvMT&S~mH`uH9w3lkwW^FOxxrfy+XLRzfqTJZhVcIdi2kM5=nm)roivxJa zjzEiPvCW=kn-^@F$xm zFGC6j(XoQUX&7B$(ut|`($fK6{8)<&TydSylUbXq@)zrTRMNE)qp+Uht7U%g?o!<5 zAGS@Z3iU)6kX}S1$K5Kjh@8l?O+GQzqK&hz6tHVjPIg=>gt3ZsDFe@Hf|iyYDIgPu`qafU31(MJ<~YxMAHL;}W4@`cGE7lCm1nY1xw=`n& zjE-8%QTx!SJN7U~a$Zt?@rZj$4twS%9PNcY_$Tvw5)eK*K-ZO{LaMo>soGFxd#P>d zje7kS#dme-P^aZOJ@O08tC z7JM>sc{ln#X1qC1&L7X;>#zj_r$tFm)>G%;&)66)mq$Q)^5v0MqnBhwDP;y-aRsC| z2RE0i`w^1^WA?F~SNk=|+Hq}_N9oy&1-;--%H~&T>oY@=nNYl>=Oo^@fogxwtLN6n z`YZapbX5n0_T618dctFwBzQ!tmY&s94}WqHOC!(GNlJjO*{4r zIv-B#HaCwzPZNyv&v0>2U<~baF<3wrclDR0IAN)re!auhz#Cs1q<uF?R*ieXGI-tEI%sghtEsQLu3|Ry8JEX^FkbwZ zSklFD4DuO6oo~yE+o{>fH#{Zah(8LuZ+`; zZ(gBCjjWJA&M~Qr*HRyWuScMqWA)q9!PxODzBhd+_jkV#K#?E4v6elJCgOLSttM*g z8V$rbSpqvW>zdr9M7L*Qf(B(BZpYRx8>l4WqZSo8J_{ctU^A(ngYo{PWqI%igpOop zJQfa-Jm-BfSPMEO@$MH+1;Hs#X2kDuA^ugo3~j3lEgzCJwhQ@ELB{oUmrP0B-Oq3E-~C9?|R0J!_Pe z6@Z}tI7E2iY`XUWS0xvqD;#Vr@#1W7%- zvvR93;G#e1vt!_3pA2q)Cl3Dbw&Z?aw(<@hXliRpAEm1vg=Zeh>{#mfzIIGy%x&IhgfQrWqNkti@ZCF= zFmRMpCqX|^lLkV6056J_?-8$}v0HECt>z{qHo|R&YWHv!zCYQ+lo>gGUxX)AuFSFN z3abMns_=efn}x2TKB;h&$%h8+SK?sdQK1fgfur8WS|D1aM3Vb6jih32{jN0_ueiqY ztQ7lj(>NG_TQy~pB^e#@-S{(d001i&6f+Lpiqatulk>|`P9muTH*ylRb1Qa zezEj7O!b?S$B?cTDU4ByF{h@q`*Pj&;}I*hvw{zu)i>QI$@JwySJ9f--fW_=Pxi4Z z86?APSteKEsKQ%>1@({HMnAMiB`;bZ2G@?=ak?(nJ&d0^JA#)beABtqYm1q)+@8@H z%eYQ=7d#x+{ha)~cy!s5|IFt0Hbzrepmb8(R`+}-PNQv|Xcw0{p}6sLK_iqx=D?h; zQW~`Q17-eJ(+|?ePM_Cks$fHUo&UUg!40g4uOXio{axEPJtIIKG|MhBTye|TtZ+OH zuxym_#{#qRu#r}3d^Jgz$YuXlf!{4{+T^zTEx6LhsAP&VpMp>~(3sk6C{8SPvRE05 z8xhi$IMac7IBKm+ZYO1pumUt>WS zc+MbTR-rt$&C<}TW9cTGk17mG=Kw^n`opo8iGCI|Rsk*7@rz@9QprjQ6k{T{B{DVo zSSjTv}8oDRY!s7nTqj@KEh9%0R zI62C+j@d!`Nayoiz1UXKm;$w&M#6P$uZ2cQ}8soPxoVDn}D7JJ}PKcS3nf zrZWiMvnD4RWIEC5?&dB4va-5tq!1^o@wr01BWaNm&0{y?6(4;OFITwb9Y!lW1duX{kWl`C#OyR~ zHr+dK#v{H6WQURt(~e^P!>D35S(8ziG$lEr3qqYtr_LBIOwiUhvJ&zvhY_}42eOC{ z$~8+!OUD;QRP69uzhNJZGaZ9k<8AmclxOqn6Va}4f$Y=(zLS8(7=S>1?nafg0)tKw z*U5bPM;@kS8;z=K@bbHmW&J&#Vz?~CxdF@2O9p+jNw^Cv%{+<4B9L-wGd~@8N4ph% zjdyODlGZg_03A6=KAX0zS6_ow=S{W-MSTnN<#FI#-5+ZrvoWwn3;Oio%oM|KBUEPI zU$P}XmLQu>wUAhi3;Vx}XFyj9H;_@?vGZLCTb1%O^t2A^{*a5n*`GNx109AEYh^l_ z>iX1tG7K|_|J?cEFtEWZ+q!RAHL3cx?1xnmT>?#DrGQ8J=_C-#NU!Jf`i~^?Xx^xI z3lbkvc)C&dTi7_}#F>0RJ~&&L89K(l+}GRT-`LwAslgB0rHG3TZHh2{pV3DqkR+L+ zY^-P;jbz@+-q?OK;Am(`OEHogqN9|N@6&!q*h`U5*2&6(-1V)qt<2X&aO3y`kor0N zeWsenLBq6}ySl-u`lh=xHja?~M8M5o$cw7?F4NFE+B@|h2Dgctn26sXUy?kE^9T9! zoyXVonnadn@C*DA5tWa6y)7;c7KEB-#=>l zH<%!RUBuF(dGq?{p6yH@r2Pxf+~ypp|LvwX^;BeLr~2{4-bHNt@b|A@$_LloV*C*+ z*|J`v-M$Sn8geI&+vDa>Jzk1RPvU zgakx9w)URt?%QX+FsY;H+_-EO38ccNUH0m@8Kg(#y?5kDtD13m*m}cOJ^%hIv7H(( zGJe_4Ql5QG^Uqk$tYW)2;;uvUVTqm6y#^I`es{**2{rvN>qjy|2b#kl0uz=B<_nY~ zu*EMs#;{Wl_@2Z&eQ%w=kY=r?}L^Tq+}SGBrFcei!tpnth0 zJ6vahK|zB5hJGx9$Q~rzy zgV*)v?xai;%V`gvubNIbTNdGWyYQO70iJ4Z*F+(GQm@K$d8CdP9{O%|Qhjdcz za(1r##tk`G@66}aj@hclY^$pFQlCt&yYlXE%rOj;?}I39pE=rO{?s678b58MGU+0G zTwfU!7W%q|EGsd$jnD7d)9fT)SW>-=eOIiVd((?n|5L5y%S6>)egC~X^LO+1yfW_& zt6@QAnJB-X4+8zEPnD(kjgl)r$n}y>86O|QE^lgXIsA8rs?Uw@4xQ%)OP`H-qM}1@ zXFA-w$Ga}MYjDS6{~Qk+7NQm8*%LoLe15*WUt;QdV9gb6%6Qvi^JS!teHp(Rv6RBN z#76t=hTL2b4+-7iNb7XUXHQ=>FY{Wg=Ik)fmR822tb!&fm8JWRrqFL4682*!icC*` zcFKo}o^Sh2+0LEO0!MK$5X{6WpYappi52h?jU;!0!~y-3eG$?y6?*g{6WdLqADI`BHfnF1gZb$sXcgvJ1T1qzH~h7j$mFfkzi) zb@qkfJ;xyRHH*5D3KjBzGlHe}`^s@x)LPYUIgHEEq7vDQqfjg3slitn(W=q-UOZak z8@mE7KMWqZ-OM;c?4a~eBZcp_>lwxt9{1eG>%=Ii1OaGDftYDbVG*dIZ~!I?Go&hY zQ79k#zUI8mG?5ZOxdKgzlZ`@J+YMM2?RPfBLIY63#GwmcNJC+MfExM%z??#egMTf^ z3y(5qguK?a$CY2Ns0A~G4TBP)jz+cs`tRtE-kba~+kUem*rzc!Wo)>1%vH47ll8@G zS4)1PVk_VftvzY{xmE!5ps+n;shxDmyvSZ|P8JOwI?ul!h9@17Los9YqRX;Y`{| zPtC^}zflQ=645c3t(wh)v+dR#x1mrTAYwu~K_Wxi^u=FC2_jG z#f-xnHd`()wE@-zw;|CBQ{wf$;)B9%4_iH~g&5o?;%o6zLoBEWH%Gre8j>R9YXoQb1u9zEuiwjQDr_(1cAO zqsSv{!VAC@eI38V+EH6FKQeKAcC~41WpBg2Hn#R(yhIruU7yQrvK8zYeN5P|!wkrCB;2ht{C z;*S4@qwo?_t$jr%jV6QC-X^?(mg0VkL)s%{1IDV{mnbS%>~@xb8ghjCJUP+ysSnU9 zd2mb)tf$6(O%^=qEf$n?YCbjCOb!at`56jfoDV>`1(f1_>{cIXKO+ooGJhBH-V9yE zT3bXNVKbQ#uN=ux#yUbq$CAgN?x(mGkGk$@hs6&17m9DQ5!42{1iSFBA#(TF`*7qp zsbD}xlY(=;=R){RmB;c22yaOPD1D8K3!5-sB_jc$63cD$g4-O$=yJkB=~PP`^AGCWdISSno2Wi-Ypn-uqblI)htRNOLn zxrCL$v6(o6&=8tn?uNsx!ndqE5tWy^`C)Vu{%az&KpipVqfL_to&>esD@BO?-{`$K zD2i&$%5mB%)S;B#I%2w%6$|?i^*135Y{(=mQyQb}gnfTSYChwz403It7`VY2h@iS^ z(<`X}PXgF#P@uMJn06gH&30+fN&JZA#z_bBLXtf1Af3CAAsq*za;7JXN#nX{9-4Oow@r@M1-=x^;k!0Vbpcs^Nr54ObAi<{) z%x6pSIxwRRu4|QOBtz0h3X5fj87#}Kq)jX1PQw(#=ci*Ipku@mW!tpXXXTT6!YB}5 zHnqdjYTf*sbP=m{GX3Ptc-8sFWb%S(?njg^ z(=>H{)UI9`o4uT+mT7P&G(5M&(Ii#u7HKmFRHFK? zadvQrJ5X7mMtdK9&#)Kgo@|ZeI)}Q{nONrs%z-uW{)=6jW>Qt_x1So6%MN*ragXQG zp5@b11g!J(L3#M4+_pQ*0&g2kz9l(uniQ3Tzj*V7EJ0Wcco0$N8Ju9Zj$oXf-sAii zQph?#Kuz)&f3VW#2kd*4lI~c$b?GHRzM7NzHYRD)tv|c8px~dUL^Edhs3X^b^Fdr7 zy)#3V8NrFi-+AnoeeMvl+uE;w=)ZqP!TzVEM9E7_ ziM;=#rG%%o?eWvg@-r2G2MG4y7rCCC!SnWBt>+2T$L|rn)eh^1$%#x4(M*h-$&c=V zKz9$e+h2F?Q(C)>Fr~ErS%7Yk-C6bUs>4chGk@YO$2qNut0})zX8e7YI6~F=ML)Fo za~AT%cY@N=|6>Ij)V|FA>(mkMWd$1R|8oVp9p%QxfONdx;LL%aMd1adPFj> zD^)ko|Cl56TBeZvbTvo*$T0+G51nBvFhwJ9cxB}$G?tL3@5~|Bl(Hl-V^?6$%Ars- zza(;Lm*>aIq11_USoC?`wxERIV5FSxf&aEiY+`5b&PMmJsM2+Y^NtpQ*qu^=^)6*` zV6k)EaN;~;t{A7->89Rc{y{Q(=P#E~@ZSuB8p2fU(?zw%KmDWYyP6}@Ls{P1_UWzu ztvrfC)eBSl-&XGS4?6#NUl(_Ej?XTk!TgRqD%aXP?yu;r+0pdt?KAXyx?NkV@cyPu zTASLU!&Dt0=BL@7Q;6pOX4oU|!MG#EYqHxxnXpzO2e4l!Hd(FU5dE!Ee0iSE-uO#X zt%9!3*Y}mPI4L$+jXJ6asmWb_f3+2&tERi!b+A7fj#d4viuvBwH>)h=UPGpRJu6fL z-!$_^(1$Ij!|&~GG|3-*%g^hNgu`tEnE{^oKPEV(k39PH&|O#+9Wj5Zv5hW~7Omd7qM*6@*@D%Uo{ zjZB-YY!$Ym`7Y&6jp7KG@)+edMEeQ_|JzjJ?7uga@ZRI!z9|#G@d^xmE_a~%)UXvu zGTlr&BEj#C*7~mYsV*5(4tk8Z@(tB~5!PB*a;4yOWk1~qc5uO@uDSVCh;D*)(@FG< zyJw51>8$*gyZfAQWEK|3fuV~-YqY69f@d9-em5=zyIwH@+k=)x{>R~d{2Vd8Rbt&r z#hC^iR7Yu#8^M|4X5Hdf=w^*iD`ma%Nrp$eTmin@`)iK{ikgBJJKkzuh1NT25rP!+ zhAS4ft7~|z`dY2N#UGJS+Cy-Do1CDM25}#)9X_f3-9XG`IXratwzkD{x8okN-mP(G!!k@KQ?2+;m@u)?dc@(yV8C|tUj+6u;# zo91ce&Q>(+a3_%{ar(I~5hbLrS%3GKF_5Z9rfs+u{LS#U=acMT<7U6p)y0oM*WH0V zQSM&2nicoRJkL9WsYw6{^|DF%lfufC$6|h0|Mi0?A0sR?a&+f?=btsAg2yykWZzz2 zmL8fN??1cWaU0}atZfVx{I765Hr+4s5gWVOwAw{xBA=n2D9%VeKhr!&ZVACX*WScN znrl61G7On26OUYIrI{XFt22>kTN0eJ{~A0__Fbx|0$$3@JM1mnplK=AoYeNl245Lb zACCpzP_GB;>J1feAFeJqR%Z{Mp!^-aJez5RA&X=hCQW*Y>3GkalxL4p&U=XyB2QJWFJp-SsI5D3=# zNq7?o^&86=(zJq-6!xE{7462j64#C~?;uSpIt`*(R6zo31g3U|gBEQM@A>bwg4pnH zbz5hS?0XJ>gG&hsB3Ev>efR*A$2%__E7X`4qk(g=c;odZy2?Ebx6ij+&u=Pa7^i+( zt5=5Rt4}qia&i?uRUD;)qJ=~?i_=4LB{<4{*HQ_5Z#g}j=Neb6=h%%` zZm+&^OM7O#!*p6$_)pJ@XYOJF%pgHIg~MV!*7wtMHMyfRwlrH;|FdOeHW{_rLBgoSUrZ-d=@PD3#q-C5o7TAVl*qDu!!8uk(7drKlh4 zCSU~j_%`K9W!b`2SiTbQ-Pr5%m(^AvPMFAB6#3SV=0&4NP@t{!(K^I40epc;)&5|u zYvQ)9?^y6vi>#Y1?)V~o#plFUDWUN^wEFXecu1t4m-?oHI@e!B%#?A=2@rZNQUF`s ziIi-hIBM~IdV1TLiRbrR>uwIA=01h0|8PwqI*Vh>o5zfW}96Ek$FT^$qBeqf-iheJwY&1X2 zpkC+*rKXFFaqBhuV~ z+a?EKlweHYNgVxLL5v5~IG^>h$QsW0WCc63?Na}pu#YlY=G`EaxXyN^8K{X!!qrYL zTRcUk0Bv3dqnWSLY@k6wW)1%fwYW;{tXJ_4qCk`LJEU?Q1eiScTF`!qjO9x0B;5#o zFGt~wO&?1Qq#MY1foc*mE1h|xC>j)GeJG|B=ZgSyO!G%TGa{*KgwpxDYIy9UYn9-q znNj z*tGrPXgY`3dN~4h%)$h7Z)(`{_9@dxp-PCPGNqEa5TGAx=E>Ly#XZAN_dWMMOQ#x$ z#5jcchfG%r_DCh$ep!IM63hJ}9Hmg0%*OzG#lX`*@tK#=19NoxTO#WqrPP&uB}b)Y z;CR+@9+J*5meZCQYk7Sucvx#`d)Z_)V*!YKrGKfXu$KC_~fv9cx3TiBlg?Rx}dQe1G56pGFsE)Sq#U&Gw?t#o<2qUKX^xh#kek=n9Zn~j1KjJcO0jMWR6-}rk zu_zwFJZ(2t;D+BxBsWzcvd)hn(g2T76ka;5LlSZPg!c5KlYg{6u z^I}c~UQeKE)7$|Ay#~%Xu^E}#MO5Z$54jNuq%dw};4S9_hl*UY3{gwXm*pS%ba6wq z!rxm)*zpjIX3BnP#}mZ5OH)esUT=FzSV1eJH2mf%o6q)$>DQ#n-{e~G&`i$ZT3IG$ zcesdM?38v(=Cx$#tF5nZv~MH@TpX#&m&)e_@l$VetWqqZ+|K!ZH~U_*M_cVY{%*F4=q}F3&vpAt%4EB{#Y}?P3d2yBVgK`;b(1HTwYuq7 zswel0Uz;BqWAH!D?bw$IeQCd`NivjAQ0q+RPtMe|+N#2-Z}wR5Xh!2??@VtvyuSa| z<^8tP!TqdD?$jXr+1v5h_I7G|J+wutN~tMjNJwe&#%zjT_3uP4ERNaKY-f7Sb%)j0 z+V_9@kvUW*=DRZ07Ai3nPs1fg`1pb=!=rUM*&CG={T~D7qjwta)t@;xNB*)udauyL zt@KA8Yxc7_Go_x|3{ZA)aEBhCkc^MJ;fj&TI2>lK-niV~nDgaWwVr>V_aD({8oX;; zUh*&ZI(W}nf?Q7`+E{^Cvdj7V*sf#?`tfUjq+E>qqZ|FK_@0LCA#P8oSP|J?-%hsp;G~0;sD-)@7qG&L{OLKm&o6cHaePsEb zaim7kXLdcGaQvm%Z{L5^S-`^fS9bIOzpVY30spR_C5QIgw|-`QI&AZ|Px7Y+3tuH= z9BMC26%RRz?IPVdp1RqJ+_g(Wz=48$51F62x&<|VyI`|e-Zod_$`#YdQfcR(aHnP- zbcC~-3+9f322*Y~;`Bh{U)+iZs+pN4%#F_!Lzu?>ip=_9Jb$z5{a62reY@?Gd)Eg zrt~_r3QW@+u7JT4ivU|2iIXYLI(W^UHd&$PO@2W;|L7dA3tQi`&Q`rYPKN+>z|JJ3!kNC&^p zg4N2j_Y&zK9S<^>f6>rrl?AE>Cw~DSg`Q{wFF=G*Y#B}{6|vd6QqW6UDvBha4vy){9>r8-{A|^%qFaYI@Lm8eg($^|1Rf*Tl52%h7{}()~<0 z>tvS_pnEOK(kWdwsF(bZX;R*ykaw+x_qNKQa(@i8ag4AaWB5PWv(Ufn84XBlq3LV1 zNhz{N+K!XkKj_(bW+d?jqiL-qjXpUpFaKY42C^Jjs3}OYLfFq#0;Hg2?_>g`pw;eO z#*-p&(9+b$s!G|iRxxX|llio2yP|yw#o@G}qQGU`Vmkd2#l#$T7dT@rnfNP7d^$eH zRxm8Q+Bdx%B@{`|1W%B(kY%Bo-ks98Y_gCL|d` zs+N{_!W&#G=DHW_Ss?g9(^jOF=G`>ogK4?UUpb+cVYEs_S?9o_T%P&KCBwhVe{_Pz zKpm*L&o{maadkLXv?fIVr(OR?!(wS4fK|)IZ{+;tUr0SGGm?avR3wkDAQDDu07T7! zK#0#TzMs4ecV2vtc3?3tA&qumL2uf)x|vTkEjsbGKl}M0>Qsti|Dv%;!5Ozw$4rE; zj(R(_9QxAL>E>i3!`XWYZe{FoF0df$2;!(?Nzfu%dQr0q&3WEg*EDpYERZUQ@Ld&s ziJRl2Z%?!oui$@pKD%EpzJh;cK}LC(w^#tt_PJERpS8Gj?&B6Z?r_%2N7ErP2dZAK) z=|p?^;liff|6p7o=Z1Ib{0CHTcn8%T7+5Z(zD95A!oPby2&Yz@aOGjCp%jH1n`f?} z$_W1_lsu5%_)@qVg1ElZJXnxE3W)2o?q_X~Wi_L(XuSWTg{u_YSlD;848O0L9nlp% z+ZD9Tg4kI~pHEZLt)r#7hU7RqZWOI4C=GoyZ$%UzNl(Bo;sne+XtWXP%hubwzQ#u2Ao%!QwD3+Gq&9O> zCu~$#YIZ6}aN}R)4f!}iO+O2g!S`g_{;7T#*_~XH0)rtRFDJ}Q?21Wi6 z746}bs)nJD6RVt+!ZyNrDT|oz-ptN*QVF@DtUHc1m~nqxM7aLa(K?@Y=laH8UE#b? zT|4bYv{@SO%Z(X5AJW!B_|`4h;S-#?aE_6barp=y$1ST6`i+9_GP3 zZII;`5!eve#u&n_k2){lAYl!>YDjrsXa7DyE9rN_xs##_(#{hu=XMIb94lG^mfUsa zzrp9&6R@2QnBo7Or?0{}l9!q8C*cQ>ZfVUo<5&p(j6)PN53((u$GYIL(U$FlD(3s?k^R(fIJ(73;i zn4@IgJ%!XIOX38K$|Y<61gydYmiupW-NFIm`Lk;mwS$4lFs%Duj#Ls;?U*}pHmRm4 zH`agFYQ^HJU{X4-u^Dw1G=Vq^u$nX}j3w}XXbw<&+k2yQh-478s3Ixf=|<39dM{bv z*3>I3yPQfH$kX4M$G_>B)MbNp3Eci~bB96A)d@*~Y`E-YXC67Y0D*4l(~wahhalap z?x}YiRoedRLkAz;^Wy=J0IB66xX6t#$szdEx73>MU9G(u2ntQJepbwjPZJm<%xnBg zt%JyH)8BjCjv{un3eb~NRi%>}pNL`0zLwgNSDnZp876`R9O$hOrTVru!3!w1j85!s63h@WF4uVowT|$*EAdO3u6bQkIH) zr=Wq(H;W*eR9(NGb?1N3H({RxaH$*Ni9>KL8C1y}*e6NUL2RI|<0*gS+mJDgNO2&9bh#Q*JxH9T3NIA=h+p_WN;D}uzPx{%dmFs?yR74+vug3XZ%B{V zdvu-r$Vd9qThK)q&w^GdXF>OnnCS|8NyqcZ#%V>_h_)jCQItrH! z?h{{oLqG}ww7R|gJJgu`8TDX00Iju6KXF(M>+7jaf7Cy^BY!n&^sgYF5`+W`!`KOO zO76^_al<41Iy+<0Ekj8fHNC-hKq*MnQStJjV-g$b-51b=CP}=7F@z=^y@eO9Ab&mh z30^@q_i^qIvmqrkI#Fr}G6nVsahH?M(ZjF!jbQFfYbIQYQt`N=MWGE7TK{PGJ)?Cq1YjcCu(y90Ai7wS;3cs77zrVb{MjqG4_u7E zG4u{7Ifk@kTfLra-0^+jF4fiU1y#U8DW_bPbwl_r_2gdZglh)vw80)XM8$jU``$ha zUh12c?q`IKAy0#Z$Fs&;5)8fBI}Y^q+LgE;Lty0)Ym zwlGBP`e*O>+ji>X)yqwn`M%A&7<78t&k^yLl-piV+mYWW+39DJnkxNE@A0&4zvjg$ zsc9b9e!7<1dyX4zI9&8hWptQe(9}u{cL+?6e-w;*H1$O-sm}0?zZD#aH_DObcZ~{| zQ`L$p1?6U2VAX9sk*4iXV?;~=xJ-X)#63#{7vk8~w?CqNNV&arj*9ata>RnL zt6n$mU@9)>J8pENKmK&NVh>+MoD{Df|A+F~Dbnun8z)Xs~j3tEb5u{Z{TsVSmRJAT@Pbd96mI7`{efvTW?$qV0p_j&O zE(4Q>^gw}k5rtSGf)ljBp3G^Q$NlAjXX%`b=w%N{R?T5XQo>nfqS`K;efUaR4Ghg& ze(yPF)O8?eAuGJw>Q}1f#I%J8`R2ZHNA$N2WR-F87s5%oyo+bT(+0|5@O}udQu~)>IY#hKo{2c)d zpb@aiagcR^&z42>`8AbI+)HNAn`FS-5%3ZFz&TiJ*nm&wnIR(dp{XunIOCrI@b48W zX@{E8BH9eaR@7SO+i9|WG+4!LlpC>{CCzh7$ zW6=;5H9Chk?PsWpS4w@odm``W{nQoIwVdxrHBW`i&G;X}CPb7nWnYXhp7xEg8JXgS zR%{y|ZeM!X30kFW;+?9Gm(Q`ezq&RAaB*FKIV73?8oQflYl}T({5_p$&SGqi4mIhj z;q+HW)ODXnt7NgS>W@2<~{ zn38{;WBc45`nrom2~#L@#aJj%;>YQN_i_Bo>$mzpTTJ~meT!TjuN5_y-!=~K!=4!eh^|e6V#6|=uoe~dVpZhe%F@ys6y55HpaY=L zR-0_IEFtuzs|N=@oKRqlxm{>w^n&YJk1XQ)Vn1)?T7iG$+}7uU#6`f6hlwDg>iBLU z-k#OgM~5z5wj~=Zb`vQIr^pW?^nM z9{5(HUJTRi>K3RYwb9PYGoq&!`FEA7z|y&-RPWV?RUttOM~T(Bj`n5D0EK}W*VOF` zUKVG}xO8jDdH2I}28c>+D{fCdf)0;;vwV`<=w&+ZxA2KGX-98c{l-V*2C8@#*of7jdK}weM#Cf$0BGRr~r1>Ai-HJ(f_qY3;9rzw{2i{J=VB~R1 zSBRrDp4@LT0bga0Zea_o$F&g9%h1n4*?9!yQEjN9%KnnX$KoP2KkitGY(XazrbOuOaztM+h*y+WFzt7%Ai~vOh ze{xEG@}9wYOuDN}UDieL?PAA$9-WvADjI`-tsmQ4;24&Bt)F$yuaB={oq*o-`CDJ- zeb0~7HH|i;=ORt}bP$+ZdPl4Us0?tSX<0?EH3FObiN8_+-f^{XD38_HfWM-Fb(Zr& z%hmC+O(t=EHb7Z%m5^vzrd?N{@pQ7=iJ6coWk8MWSH%JG20^1UoLi>AT(|%o6!s`3RPXyt;GTo(Tagbz=M~ScM;qOY{a!du z8A(vQnLcBt+PKv7)COTcRWC-A$j&j-=Z`-We(SAVINx55SPD$ZbfMB->O`@QyPR^D ztkaV44s05Gzr;@@a|P$8z?#)+M};Za4JTngBAXYq<@kaPIvs)tdqSq)Z`0B!=^@i21G9s}u(*I<%#le(JP&8W6k{PkyF3N*D zfkO>3=ZZ$JqQlg?=iI(ZVCz5Bnvlp1PiHI^})Xp$|v<8HrgU)d#)Px!(v@lVf3Sqo}(H@xm z{HpQPKr8q>rG;UOAxRRup_9z7HlXn9oP^@JPcf6RJ^yX{jlaA>i;%+{!Qn&xx*Jju z3fcU3%EA-LY}c}**N9ETry=m8v!M3p4zBIP0LbZ?RWZKLVm8SMJ?we2dL-I?L%1&{ zysww#hsMNoQoDReaHz%*sgkP$A0hbE+&pO7#~Z~kZNFQe#awS!TKV8A_y;EZ<)V%2 z9t29T!rr;)@8BNpU1XZOTynpY1WXSE8C&ih9za|)igj+vI-9_hz#5Ful3%_j>O@sM zq?p}JI(>9UyoRRvA4)H<98R>yePa|;2TrGSu-=Ta&5nq_@CMnSOi zO}!A<(l1VS+&o@{zbkXTS^f}&DK}{wB|n>9=8dsh_(L$hT^^U909W@z8PtR2`=G7Q z$skOtE(hk%=q&04`qdobeJUuMc&!YGV{H|c;)O_c=R=&NBL;1B^PvkI_+O1X{FN9G zzod%}DRjvP$Xg@`xOea3+*1Qw6t!v~rGK3&ji1a8%OK1nFS@v;SE$s@q1L!^Vq1L| zF##kM-0jkiQQv=Y;L>Wv=O5(4_oTh_L3k?^Ly(iigU2J?#K(TcC=axw3AFmCi{$2f zTa+AK$~NYfcIkL0U61}qGD5ec|N5=s7ap=$Q9JGM2DWp*|S$L2qw9wy>2jL#FFyjmmi7N@?Gn zEBuKd^yE)~0a#?Z19+_j;bIEg6vOY>GJOx7;%83EtUA2K0n8I46zyMu^`>7@XDUO! zn_GOUPl4z4lX~rK_n&@%DnKL3=!BZ%{PmJ|mbzP5l8n1XX@nWbg_{)#xpcc=e@I=1 zxplF;zis?P^^ek$dTz|gVL}0E2Fhsb za#m>BWv+81ILtH;>9vxEz)}0Ya_Y~8J7L8XSx^3Uy>-|qaXmGjK2=9T@?xyR^is7I ztK-vG8?9Tb4yH@`w9Io)Y&t7`Ld0Iwj4c*e!o2R?GvC~zJZEF_{8-~me==wk1 z3{8Wtcb;6TT|~F4etn;%n2wkfMf^IFyr(P#U-BvA*|_vuAY|`Hwixx|!hC^Xl{ZJv z9%l^h(Q_NBZKPyN=f3zdPFdnsGdJIvyF<3PFX-4ct=6n~3j)yT<3Oet<5_C61WFFO6R&C|ZZbb!ig~k$R01$ zC2P{mXc)iqO{+x7EMs%ow*FgclKyh62oO+fzmihN*R1xay;Pp`N|W?v zcbFe5Ph;e?osVI;<- z7_{6?e%`IfrU_vXbQP6?hrtrGAx0~#eahs&-8>h#w?3?~z417e#4QP=Zv#U{v3${I zt5(lB*4NKPntf=q2~-zpc|iSbJJWj(&4vEM$}~Z3+_DV+x$UCTNzS9gbwtLN-6wUx z9ce+rdFLrhXQ1WABj^hST%1)%6lsIm;T`XuBC`1PKE7L@ynPm8t{MIT*&X7Eu;CS(tj^*#1s87@tcTcSs?bhi_4z<&*+!k@Pr~gG z|KJ-7c4Vd~L#PeMQU1{@p+uM6`Z!O})f<+=9$>hK`>K%jX$-PHbh+qOG zxm9)r=?$L;L(c$`9x&KPJy}blh{B~E#{288StjrHls^~eHK~~urhW}Wc9CyJ7sMer z)kA+y3XRdnX~$rt(C}Y)kzCjx99VF-SGmGPSR3z#UTpR%#L)ZYSQ`6;P`g86gs9vO z$-Ld%2(ALe!hSrJ3AUy_KXR4SC_BqOL8@=b#kJk<68OZA?o(X8I_1)b#l(mySN)0J z-3TlA-b_I};rO$!%9d32I3*yursJHg-6|gT{2IC;12VuQj+kU)ufme5eE)crvSz1Q z5YH@>bMTRTsKTGNLzF4mfC8ergnh<0TQ=4qW1jitA_3l`4#3B;h{0mAwm%YqWVt3Y z=FtLJ^9a;qmR0RS3Vr!eh;-h={5qWP#x}t^sP<6>^^9%te!SVs^+DZ9``Zpt8kEia zh#&uI=n19*iqJ^*65z^TzqB2q@!J+d$OP_lM3jRW>S}&{Y7dgI>fYkCF;C{6YAcG6}G*&1B){S9`;70{Y&;atHw~z7z^|J$}+nG zQacczv(tV$?5!mcV30U7@=YHt^Ret?+7;|Xsdkh5+lL2tDnRy8f&b)+$o?j5TPhj38+M75@PU=V>1$fuGF7Re zMR}r`Kb3zr#MdAihp?mFjSYG?3X8@_pOGGzxHkJtTL`#40Qg$I`5saio` zqkTlGyG#j&5Rm$SzB@ky(0l)wozNkefcLNndOOCe(dayy%Kn3Y(=mvFfN6TFiH)20 zK4Na0fa_Ku-W1Ox!Gg|~KTlQX(f7|tU0*Uluez*FzI<-vNOSJIue|xGtVHW%dPeTt z>Vfmr9j<|C&p;)mTq>>cw`_w9X=Yk)l+Z)j#M<*o2n+yyxgNZ{?sMysK$-T~8Su$< zy}rYv_GPtj^*p1@``-GxMIwA%VEH*iCO}`}qm~fC%`i%Ih@<1qH>1y2O6Z6p3DJbw zeAUfLx1cSO>**qthweyCMj)*1j-VHjw0dQrX@p3a%Hx4uBm%F63qgx_<(=~&O&e3> zdFk-e=y;o1Q$F@(V(7(<1jI_U*mJMJKU*S1b)0_pxxAJ#6(9NYw30f1M=Wm~+rp+t zY)UaSQ1)n|Y)v_e-q%ioLO7L5i?%HT8jMpV#?5ybqM4#CV5ZI9HL60n8N*k5u}bc) zEr9jLLXDtH%$iN?k?>af!Z|W}jTg(ejpwhua_2gfJwB=tjq+g@qN*OzMc#P@?TOp# zKhghv3Jt4&T@k%iJM(%RkU&{mjh>j=R*Bk~^6=!uo7GoKajkY_I0IZdoU&gKYd1!f zJrBnAR9=Rr&bU64#}gVmp|J3W;ARRSPqvF6fQdQzvMkS#o=RN4=a~W;nMmMO0`N;1A?R5lbAb3Bw%PRv(y`i z3(f_~T>VkE#!wM?+YDE4J-1u41eJVJXj}OiV4*DQ3o}Eo{sbr=jX+yYLJ&x;%@%)f z&(jsF5I47<<-7n+b8sD~_q$!Iz}+Tt-IF?@`l`xDb~5Ot z4pRT)l2(&8a8;*U%3-yFu9UuE)@GkZzp4#5zC6d*a>{RJm9D`t`zk;e zvpTlNRda5uVcW6kpQ3QyAOG^Kql>M38NF6TbuBxrT3Mn>h2F-)SfNbA{S+cN_k)f} zZCYd?BfaGZ@10^*eDp$<*@PZ5dt6EH&QhYhi9N+kf&2Bj-! z$>TV1-i&M60V~za0_}xbz~faA+2{FttD8`f>L+&>P|0BHBa41bb>gqIfoIqNoO_*z zIa2BElCI`n&VI)s-<4QtAqr#9x1i1%80a25~HIc$sZGsU(x5BP3&SO{l3x zKUnKzImN*Px^iA*%LK1+!%;OWD=R><@{G%7gfc96xs;aNPssr<13Kt(WfU^}`pYdt6%r8ZF9^f)S)r!*OCI z@p{}Y37bVuSMo*$XO{O${2z)Fjjge%=d=-RNevg9in5Z1p&_m4+zuCH$N~jM z^wV^@5~$W}ci-j(eHI*lAs@vy)Gj_4S=}cJUJ!57LWW@gB#*4U#HPh{vdYpibv2l2 zVMo|G$n!A)(o=#gK5+D!G@tD$TEA+r-ro&B`s)=#eBMN~LPSkoiK!iGwE;*jKY%k3 z#BtgSaHf?buxrsK^eo6S0_g^KhV%1kU$?hv&5lii+u616p!t}>!KHI&&Gi3 zw&B6i$v?5Y-S7&^P0h>(8q+ld!&JUPO;WF0)rJi%<(9>AM~d6G=)fo4v)fWNBBMV# z@aiXgYly69mkA)OND>I`EQc0Izsbm-TH+ch9Qso@OFD62gKn}$FYwd$&x@%;gJt2L zF`SC^SMSB0{)HMRLd*JO`?mEjYJk+|^K*uo`za)^4pYnERHJIMQQXC)-An6hXw6h( zKbVlpJ9%v8W{S2o0O{KiST z{JHv&c9lxmhfGrAK$1M=!Q*N3+XuE_YIHp%<6zAuAoZkEu{~sevC9vS`w1m!V7-eD z$;m4~5KNvR^x3gGCW6xEF-$N02PmjPnxxW^mj1q^$_wu4#3}XJ%C+@Tu zK}vzeXi8L)XxPO_N`7(lc51WdC9QyQe&DGhAeV|AI4HNebjKeci2N&Cgxq;;-~HY< z7{z@U{AcXRvak~rUR`LQJN`*pXv&FLX6iLdoX+N5v^9A{O>78riU+>UpKy<8(Rul;D&_wzBMtM;Qr&ih9)u8geruqn?;*zHwHZ*b|vyeW@>AIcQs$)qcB}~{;vPEjH>+H){t}W4 z>DxD+`!xrl;GKiqxwUMf)Mj=1Er++Kr>Ve}ivFb&$`x%vvYk?2Q?ihb;>0~v-c+Rh zq1#jA)1N)tV{b(j+e!D)3-$QU-$!QO2-i7OJ%gy84S%k$%J<`yFCG1&B5?l6@3yZ@ zTdJsFHHD%?7+=}An;1XT*ouyGG-P59Y10AsM@i_dlDhBWlsqk6eDEuC++LPhcVvfhob$$x})AcD`5*wn2Ol zT2{T`G7OPy_;cQ&hThzw&T!?TzZz_mhbnIuf?l%Z*AN5=9;AP2f3+{-iXt|5ybF`o z2JR%UDIOicAQw7x0Z0hmA^Sl)vW_ei0z;hh12o~7yb>CWTFPnxHg0>0@-n9eBFsLT z#88?zLy5CdU8hoJXh9Czd_yrc_1GOc^nm!ok@6BLJU)I397TeNz_1d-FAj=@rZC~Y z5&R*4(-sqOLi{gHUl=wPR#=ahf5Jic!l*A8jx;MYBwD+$OmKYsK=q z8BB<9aOpOEpoGp)?BlwAl_)ic=wj$uB#HqV0Y2tmZ=1g@w+c;eP9Gq#%;ICKs^B1O zf22&{{piXYVM<>1p+5nAR2EVxrsyg^9ycnRRf0vZx_W2ysF3Q`(xmImrLcm#9N%41 zr_RJGMEjeQNz;_Mqml~Glq`Plpf*JiA5n;V>bDhYnJfuLz5Yt;HB%ir>YCedmNiX1<2PahxxK zj6=9~S4y2ub5h{Ozy)PoXKEwDwC1EvM1bfz>^w=`7j*KhaK-*l2X|sBBFqSKHP4OZ z?7X?>1zgvC+^Iq?1y&!ACEYrtDC4iNi1~DT{wY{dap~Q- zL`1!`IM-W5=K4^d*pTDln7=>{jtW=osv(J~4KFN3yKX;nzYM>vJT8SaemhWLqmXF{ z`|TqzmeYD0?H$+QCDhX7asN6tc6;llv}Pran~@!@y+%Nqt1bnDY9JiVtSy#FZ>?r! zKf&n(ej~>cAt8qODiYqFfz-Tdy+u8|+4xugA`C z|HapjI&Z08o-t?sin<5|lM7FThoXAgJco!|BA50#AqcsoLFofDw`vk1Q=Q=Fz{bv1 zRZEOci6xgGl9E~|-F}eBWouwuV9omWdy_v&Dq+yuel|ubp=G5rfI+k5aGEQq5~%%_ z5I1^IV@)^zF$ykYn8yre4t`rDO*{+pXgLsVS_AWPq>(yK)Y5Gie(zYEzu`8kE42y)*SPb4i99~wb%|^n`Z$X z$;h&LI|nmPWc6-bg9kXCf9~)v^D@-S@QcC`s1K^tKN?sqzzwiyVYtC%%o`Ge45yg7 zZ)ZXt3es{#%4Bm_Ha2aShwx2!j#yTvOVbU=2_4b=EELgE?C6*|J5O=3epq4bZsRY; zjHy3ziq|8?v2cgVV~OLA5|MuXI3+TCu;Wk$gpXCEeHsuUI8Iu|G~j6$*xrhP8>6K& zL2_a--#>l%$Y)#(B;_n0n>m(b|M;1UiH!T-o|n z=>B2L!`rWP8*WZaeht?$QzcsX4mXTWIurPM)1er6-v<#Yv-(H8I;S`=Km#!ZdFrPH z7>zan0_ij_N|A&Y@(Iico3I9M35pk3*KHAEUb)~(+M1`T0ojl5R1EVEu9jdB2s^X>pYatsNv zfLkwfAgs9M=5=a|MMi=dL@;VF*8@w0ZOnQfq;$X~d+N%rx8TpGz6q`xl2+3oC zo1S5tz3?~O)`6*@ct7tu6;}BD@%;dDW{&J;q$ubAyF#r_OoF?D8KCoWO&Vc-;pm?% z$h*keifq;} zW?u3SQS0gwO2jHm3YdhIb@ZR=?bmurqr4z_3wa&1ILftzmOygGOzP7mG+C1y5kg3m z)KKAeiye(AYHA_#s8fH-)~~%YXjvEHG(L&DoNe7@RuyT~y@|tZ^ynHpg4-Mti5rJ0 zDH=N4`RS#q{K$vbyPMfw;|=AMsZlEGb)SwtAHNpaVpig$wv((XEP6Hd12ihyH0Z_r z{FgS$C2E`u1}*O+M-YfJhm)BM81DnzljN9t53+s9l{D1dS|_w!OiXObxvx=jr^&%% zy|J@w7w^xS%WyIlx}uE5LlI))6$8Zhm*P$^M|${WOcDTb7=%T1zI2pp4i6EV9oD^d ze{@#ex#FtTO9sW&>B!Xj$_9Ud)g$&v2SFCubv9w4EY@4Z$83LN@0jKdqSJ!&F^Npp z@VD46yM-6u^03|b^_(DALqGADC`Hr}_Z?KTF?qpK@cdm}$~-!Y7s{$uvS+^?)Iq%a z(V+BfV2@-H*k1l@%Fke9Dd=+~Z2SCgy_@Onzw6y6|9|yvR=l^F{q=16t=wfn(&1&F z=)y}u!tU7#V$W+6imo}wRLuie*W{V$t@#6dez#87uL`{i25NjafF_YkzxxvXH9J0n z_0j%t)H&m)e_@XHS(kLiB}Iv&;r%wU9Pr_we#3c`wzt3h`1eply41B|1EJd|m}#ZWj#rZU#}V zA-NtL#nj9POD7O0t^!lpnWj~b$alp9TvIv?hM?R&5^2EWWYzR86Q-jk>10rCZ4^aD z)*^+~ut0yt^O&tHqqlk9YG5)zE{`|R=jX&=ibfkc`4D%Z{&C1Bh!d+2BLqpOA9k5H zpRB0QS#M3L@Z)oCidF4mVdFADOuY(0a~B?7I&zJhe+8-_f)nd-Fo;jOQOZtdhS0Jb z2xoiDvewVn4}93vnNBFACxc*Iv4KmwsPA`6Wtj+WNKDaT+5VEPVhm?X)*5+H|GEJH zoy^zDXfT*L{2x&@4kD0I=aCZaH9Sr%YO8Mt+8EA_4TkQQN$E1u5(O|%B z<5T?DdK$B|=Czjz#s#tBj?@?y1e_1L!&KwHWKAi9=#vRc z$32ruboak2bE_KCxTR`mg0|^PiKBrNIQc{a-N-P3D${c`jQC+~UZ-`8)$Eh-H&G#M zF*kxu04z}p}eD}`Us}PCqhOH z8^;OQ25?o&Ijx&8jxGRH!-ti5l14f7m3hZTx%qBD+(x}%H=w$SkBeT|%~W&q;*BTU zfg*_JYW6qbRj)}=F+vIs?WL|Mt%6wHo+!;8Myeg8tTS3&q8u>mH+bm*`yoX(VEOlA zat{I>yB`3mp2(>+mZz))eOO)50T^r5aC(q0YDnM*5P$)y4j85$fxW@>tMOC&qF}*7 z0GlCzP#)rya?FLlu?xldXxGHe39Z^oL~^5%W|m z<=$qm6^Lv=U_H@Kieu|un@AOj-F5+b~2848C1 zdj5b5PeTG62blr9edJ7eQr0Pf9o|8Ab(--x95`s8&aY!IcG!)p-eAv z$e_v-w*niSgB$E$t<%wwl9j6l@!`Ra5`^DJi9k0H33MC)$}+5(f;^6F%@kxpu`$hZ zwqjN$hx{7;+cd}Y`~o|EEb*b)LK;bmIvLs65nXo*gh^g5b=*}c&_qjgk=0qB+oae5 zNMX_-b@sF9r!J!Z1!p%9g-3QcE%-{c*^ZP5ZOvt6JWq7kB!znN@2x@2Tmm%{2)<_e zbCN>YD9~vXeQh3ZjdEk@f)i2q0)ZV`JY5PNeXe3fPUN-01w9{ROeAwMqu?_PfJ|{+h=X;mQ6!cnwu$@{E zU>Tts$OvoeXc)mp?g9Hqfx%N5OF+61I;0^$S+)(QgI7&#ZkLvZ12{&vi3Cm?F0KBEUvj&0)z z1qwnoj$^A$Uq1*c;7VR-CGFA2_aCzds18C2RmvaC;!F?n(;(zWVinapBm(m!+lEzf zw9p~auuR-jIbq;zTJmlKk#YWXMgBEtEL}nM7axGt23-xV?m&sWZC4j2>cO}K@VG=Lirw0Wx9b`My+L#-6GO}Z_%z6d6b=HVx4j+W+OH; zglY6)NH!FF%7`=&D{yvXou|2AHp0F-6X0A$&?~-R4T2ChlPj47v}fqq^uE-!SE9dq z**0j0;(EEyMfNQ$6X(BlIUok_@^D)zqki{a*qH?1pzQp)s5FvQK}`W}lMLC2S6&(l zorSBp`S9|*Vbw%bIY^a9!M2VZVX zZ$Ptnc7znzz|jw^^{$8Fy7A}u%+?>_lJq|EL9T?l)(>xc%(K>Sb;&93rbBYcxwewo z6G96vyRVgmKM*+1zOcs3q^ZnIML1G61a&Y;-_^oDp_PHj4ffTO@#k@lJAn%QJeb1+ zJ~rVd04K0PiU_#I7qS=U`2O{Ll8Lx9-y8)$NXuiaxy&8`WOGp!>v^k2A=0TRT2FH> zIHy?FD4Wf3dYlv2O`B@sF6zfGIIknz2z(=nt9Cb_6937X#G3&BzgaT}+ZN+**2H+v znx7);q<^HLsE5pz8~IYo3W%tJY9PX~QJI@ZcIK)he~)1@{y^ga zyVMgy8He$2j>?5fILeOGXB(W)o^}K?qAV(PsJSPcqCikw$5^I>2ORS(Q(8@NN}21B zOmQx)q!Um>ythP0+<+GvRQ=lH^ zN&#;$P!$$|*~v9}6`lP_)#+C)U*lM@S;<=PJYsER=?4|k_XzdR^y9~0L;l9LRrza3 z6_6pbIg96%$^FCl)%@vhW>^axCsep4=FQ;$y-yor6w3U z@h6Z+&Vzyu%3494U9+wSq(9z~ytEt8uTUx|%xg6Q3uH&G7KXqZP>5iDSybfdBMq!i z$6hYr69+m`9Yr^xgY7TF=Ys5o01$ip-oL|XWO5Udj^;o4k1ane7yPwl0mznee{H!6 z@*#v&=@k2T`;@~^YVyV@a!Q@)L*G9lCi77u9J*!a*N|%d08g6wkuQ}2;bfnr>aWJC z9-OG{C}s|X=Abee6~!Z=E*6>jsw@gb0Y8h36%EsD89P`l2iFuvqL)BC`(+ z4Z-s9=xZ)YZmFlZwlzdM4R}sj)+dRiX=IIMY>kmZ2JQqn%ZJsJ{^)y}0|Nhs{%D8> zEq|apO2d+N;}~e(B+)p=>AD}hj9rwV`-}Nvm|XW~D;k8RWw>m!EIBmhidL!>=C$I4 zphE2^q4!x0`GhL$AwXB>>xeRzxV^_p91yA@9eZUjBGG?F$9QXUd+PmFYvQ$5=`M;cI9_r=?VdL#< zSA7PbK%^1IEU#>ubXeqBl568_V|X2xhwh z!ge|&o1Ern(Xt~r$FwNpK6$+9bpUWu#b?uW-%3sjrpt9l$*yYgtBzndR$v<}@B?DD8k8G*2qV zT!N6Fjo2z@;aQ{EB)5?Zn)8|DH`r_R!-B=}$^U)sC_>Lp|IJzswSXK&g|XqX_+2?W zf!ftpvN-!X52{fQbAyr>X5};J>4To|r2NQRDjUx37|D+9WC^rZ(MXrxJp3(Mi&sI~ zmjK*G0Ad9Sbc9{`%&;<@*GG1&_JdaE&ikJKb2@-3)`_GIkzkjn{X!h@3?p ztC)s0`#M2K$$YSGVe-oufUYTWUn;$qgtGJ0Uz@`Bf3fyfQE^7yx+bIu65JuULvYvN zAr!&gU4v_I4esvl?(QDko#5{7(gpeVKKpd{=MKRjFKLa)TAe=)^3m zAmDl`9Ic>=uDV56rp$nBFkjl^a{ij{SWr#Hmm^4`W)8_ui;Z6>zS;a}MWHKH`oPgY zr1=w)v|7FubXlCwI9n$nzEzJSst^XKN(I&HFes1I)riSh%D$^p4m6V#1*5Jg&MUV^ zsTF#?H~L#wN1R0l^;R2n>#vPOp#B6>@`F!3Ro9YpSbd>tiv&mo-&-W!(jHq#LSH>i z%)~X$#5IcM6WJMJqd=>SeqY|Gcf6QBxS<}K5|4f2s7&Q_y@2^@JFnuI?l9+0f$Q6_ z&qz}AaFc=l)-3UUFEbNeUy#PG$ABh%Lm06y*ws<7AGm&q883ayG;h+Yk@z){EN`8u zyGm7-N>o!yT_aIx#Pj1zEnJyZBF8Wqx+O^s=;h*PnkS9drDdBpVVF;W+=^^I_0~tx zfO#mUaHxq&7>_5_H{u(Ks5wc4DQ5<1D zpj;PN3PBQyP0Q`$GXa@mwWM>eD9B$zP98HeO|w3q4}|w|w2C(oS$G@t(N+vWgT6Qv zG{^4pMUa)TRYx*t&F`4((ssmV*f3F(B4H_G=JIwvwC;dDO3ucJ7NuL=s z>1R^oW|;Ud|BMb4{uDS!B}GW}$q*%()DJW{`ST6X{(xu550Ky-k-LTyZ>XnsSY}Dhzajm5A&=PMmx<5p+qDeqLPVMY;($${<^AG&J@}Dgl-p3-k zPv+Hl+2(aVvpKUWWW_qP%~k}vG7?JY% zr)={`roA=kC>g(CCegSIvT>71*sdisTah8k^Nk^Jb=pdLIZC~(0X4oc`PDj-cl znitDmfxg0+qn03;ciU6clzJGel@c^`rsFtUG+xa*?VymHA^QrWYDabDpa>};h?9jm zk(APirzM75(xlu?tLS1E#UPBc<;I{IOy@ytqClHB6V|{B=HMURP-Rm#gA$>;DA0P` zAghE`yOgNm_)k7CG(-W+6Ik>Y)UXWJ&Bqy6W(TaDjqWaRvp#T1EaI(@k1(&B8}~_L zX<)L7a(vM<#MLL#d#w&M;v1xuD|kot z?M3xhNS;7S!2DY~UwSQZbeezlUvi{f?t`&7Bw6lD1__`ux@&=S3`+^YH7ch_lxPUT zifRfprc#4$0dJgkEcbMwVii5?By;L=rC{}h2-wqLI1Iz7Ltb{!Ed|z&OAD5YU=yLe zt>5r$=rleA$zWS#6?xaC-t#V;{pel-GHImeOhIm;)C3TW2X-RU8vb&3+dfbIIrpq( zn!Yx(+EaYk)@}Lf8vQ6>Mcj4xN)=LO=(cGqy+V%4hu!kRndmzdtj~0dL+1`6ij6>8 zMlF%19yQ%Gf0Ug6d%QL>;wm%v;Sao0TdN9b^tQbNgyEF*c`VeA*6RO0$2(D$ zaQuFZSJSfHz2CUF_{GlFw)wbk%&juto=qUed`vp z`WVxLF^#sb?f%*$_2a2s)8hl*UwsbP@V?gPNyF~2IW~OzmX`C3)rZ3+KL8cI`O})^ zPx~bYd+Fxm^Iu~3F17cN%g+Vi=d9!d9{|PokLTtM*N4r%>BkM_m9xghoQo#mY@c%q zF-*#UH&f(ltYSX@zn$R?X(J0`3^_$)XMP%SorB)wdE%tHeL@|(cw8cQ^4CCA9v$*C zI%;~p)=wE;TAdZ6m^(0NHQi6z-*I?w@(;6c*i1^Ya8T?1Wl~nE_VWm8<7UV3vjtWg z)-G1fQy!4!K6#9{xfy4d{#Ou58`;UsVRE|kQZ51HIaK@gf=l{yg+@OQ*4i)15XbM) zFa^~@pe@g#*V}D3##+fW{u+z@Y{w?)H#KkD&CKh54oS3IJe?4v*ED9I9B65o2Xz35 z>N!7^qsn~;Ul@SYFO7fk5~!%fFurqObH5!O6Qe&Ms8xD;!A$=f+xPUMv+Q2=L-kdl zQ8tEp#=LCW01)G#FM;Zba`&gH3`s0EgH?E6RWRnHhe%8a<6M?#aI8Q0aLeKBd-&@D zIBW`?eB)QF@~iVY+MKgbqYL||jo8LNZZk9(=c26W8sdutz~e$X};I(c$a<2 zUl?Je?!Igb$?fB4MVp9q&YnA5UC$d9!N<>8fRG7rNE4~-8j9`u$aJFM>B?_i($Dut zkv!%uq=*&YqmCw+iGlj%e>785S{EOl`J5xxx&lTIjl5y)64r>ftWngRWt_GI@I^|k zc{Pdql-TbZ?#}A2$k;_^=jz?#Xf9J~1>IzYGe3gXrwWC|M>5v6%v^jGEaZHVGnUO0jF>6vxUUh$2j5;-3 z>B69~S#p?qA#Jo)2|-!tjWfLJ>R=LndA%e26m9v8`^$zNfs37Wd1)-;*lBQ~rgAy| zr#gK})%f=z5NG)0?{NDP%Bx#Ff9lby8#LyoZT}Q4h%+n#;tXr?-Z!6LANP110l-m2 z>HGP7;)5I^MvJYcZUx*^x!w&v-TDf$)BT?V;T zEx#T9zjkgPyk6$NpcabZPfP$6%$tZ6CaQn+mwo2nR^1Z1PCi2c{;N_%5tA6R{hN*D`f zl+Z$?DE4gG?r=9d1Ia+h_BKOFUCRh;jGK?jeYm!^d@!aoiJrh-6=G1dWCB1Fj3P4l z?t}Lb#t$$OJLZ(h?N6S}g7wY-Q(x*+dsW*te;V+$>3)nHbz|dNNL5C;8_U@!>!k~L zQn7N%ImBKd?inOP&diX*6~bZ(I74#`pB~y7hGmA39^DnrP%@rH0APiGq2fa>!;gHk z=FlVY6cLjI)wy1^RZr$#m1U?nVDl}`UL?Ahm0X*bK&A0DqT$A zs{}c`+VEERja0Fp!4L{(c)?0HEZ|0BRYSFc$0NDhTC4mEWYG=z*yQ46>v7t_;VWs; zPDDo31|#H4rV0EuQE&-`WKD}DIN^#D&Feq3B#H3<9bHUhKIEuZ(6Y-$T=-bv8AH9w zzn*SatdSA3!G`bwOjQiIS~Zq^lk1axz}M;zvBp$k1wRz1HG&?dzEOQZ`lQ+lVk8fI zlmDPz44C!Ih8wygg+DAcsxu`P7@RgFtAXPKAV_eYRRpZS@2pN2hAj zH{-EQI@!H!{Ehicxla3-@BN@hq?>F$nU9woFB3BqcxD@gr5zKQBGohoAYjyw(+S!Z zT@1;fSmCL)dg+T%W9MROZ6FztqCcQA@^)BT%~+t1lgKdkL>dY?);Q5`ss;a~z^#dA zWCK)QS;|vq_l-kysoWchA39iS!((BPpk^alpRi=0^|Ozc803UcmS=ewGN}7IxTtW@ ziMs+=5d4iv@IzD^;~DkM>f`U3xCE<9fM8yz(nTwY`x{dy;j<5J z@wXw4DIHh!1+p57tW^I{_5sSayP*@LUAn!R0#weTTnFoH5I7laTdLBwPW&30I0Aghny)+|8_W*T9TfolxMvB9^lW1VD6 zD8akf`9q1M{o7D7Jm{nSzc!R)H~-&nD5(%%7;!x(@VVt^vNBv5a~C5A@Qv*HIVx6|Bz(sY|O6~k&_Q12zwg~E^eQ`n(VY%b%{NW$o9Oy4Me(5{rK~T*; zdl%o_nC`*ceD6^l6Pw@YzFu*wQP;tq*aED&ZFAkUjJj`OW45}(_c%7ZA=2-Xr$P)j z!J6kN)EVq+o0{D%{~0v7oNhFBVtARna9dwoziQPvod0VR`0`9!21|EeZ71I@VK`v# zraB|d%m8C?OC9;s$(N0%Rjd?PW|N+Yu?~|#hK;|n=1x(1ozwYMdWr7m(v1018Of2i z&LAv{t#A7V`JB?;<9u-s_mgQFvr2_{j!6GO$K#4d{cYFfEZ+`oea_@E5Y-%AjgR!k z?t7J+!`5p4x+PyY<|$OH;nh81BBCZw$&qYzM{M1HPQ!5D&k%mv2AzgkYY{|c|F6?9 zTO1&Y#^TMR3X|JzJAHUdd&rn3hPab7g~5Hc3e&AlxVTJB+`b;A5rc9}df|+byEkT) zwuu(J^0j)+6i1vclZfxM)jK&Ow|kRWkhX3SvrFc8CoR$1!tT&LWTLc6jak zl#AAt*ay8f$B74-%!1*e?dm~J6TZ(W-FLqqb(#M!=V2QEa~|ekZ6>t(q4Xlt7FTko zpYPt)Nl!V+>CbIRoSwJE^hWPR(ZoTqwEph4Sk|Dm_~k*`jCi?4aT~0HlOn20(b>$7 zQ^i(6lM+FAQ9NxgbHT`?S3F*y&`vlbXburO$@Xx}__4E2-*Rl5lG3Khf z`Gjm5ZAm?=zC&A^mhsWoTI<}ku05@0C4A(Xmo|-FV*YFHOzw}Lw!u=x(7X<~15jIH z!r}#Z6tk*$Z;yw?I%79hD3l6zWjcLgjTM=G#R^0!i!zsfQZvE|GYLz=iJ7{;OCgV% z^B7iD*|ic)N`{7E^7mWB>($|Pz#cEnoIoW}OsrhoJ$06>7WgXb930A5=b&XWc!Q<1 zkH{lOJ8iBSz+6@iR+iv6w9bt2f@iJmvE7!s=foE9&8xFU~QK16e0|>rdUd?dAX3 z)swy=K`z0E_d-oGXdWp2;&zAqLR$v+!Wqz0nr`s_=@{$(>$V<_FaJ5mirnmY=6Twc z7LeXny<} z+RtBjJk-DGR=BHpVtX21tY7cGD<0AyhfiqI06Nvaufsn>UcQ_M$&+N4UN~&JUdtHAEN4|1x)Gsz!UG+1Jj@*9 zp03}eUkI`8+Gl6T-4P3Kk@jUIJu_Y>ESMUV(+bT-dp8o97=+Q>W8?&Z8U<>|pi0om z$uYU0>d51N{}=i24UDJ_bw}mlDv3(PCah$>0PbI@xXn11dy2}*ztuss<>}65)4@oz zQ7N)4Vox#okJ;;0oeRY=0r;8^KCEDPFa8_`QHkA--T%u2;0kl6HIz3`AKn?+fQRQ~X5a1+#r~ff> z6NZ5dHh>CY<|$GbEsYKOALa(@L-qVKmmNaMoKXQcsq~AziOK%aKUAYSFTq!BLExHl zpOPxV|6(745RD-Aq0A3N5M2?(J`C7F?n1I536+3Aiy-q(oW2m`>`k5e$PNitKm6E* zwQYlDd&mM?JIuPJ$e@IV$3LXb(XGp=V1D&L8A!n4KLuz`!h0h!@`vApJGmldv4RoB zfNNe$GQ|B4ir~-|)YiMDg&@b4GXE5xNecAQn|yyR{>jtRXahC1#$UQrQ|%(1M}14UV8QEELF8S(T_}e-6mk$**9-p=aBxQ`e0U%z%Z#d) z&&e_~?eY%XeMj;#-Gke|127NZClr2!tJo0ftHk(Hi|m3Z!Fx#rR%88$lnf(%21zG`@t^F=k$C1dq;@+)fK-F^X_}((6MRRWXFC=doss zucAc3E*qL0-bvff`eVNM?Vu5rT(K-3GAHvAu)B~nk4?5g%w&N34i^P6jo;v+e0&|h zX@9t5uj&3$#QaBEe8*t6Zb4nWyVm4QvjPgzlJggK>0FbUCLkDP9A3oE!aR5xZFL?E zEj8(`-#_*2A#!H~zC$HV7r-Unppsq~=bcEWKlJm6knwAyC91kGMn9+Kc2T6LrP>C6 z(1fO+>aj^aOCj?srulX+Wk)dr71C9zkT>zC0}+YaD(na>zT^P(gMNS*xknw}Dgirp zND!8=d|3Rx8t6~5%|n<-|2VAgpvxZ)9sl^P4nlS_FXJryPAjv}uyIAO$b92ed>Luw zkDf5-(7F&~wQ+Ai$v17?feStHkKKdI4IyG}Kt23HOaRGN`Yy#ZO*C$w#(;}eMN>Hz zJDO^IG7v2R5RO2znK-I}QG|$2Y@LLux~~d9%X`iflO5=5!tu-R&dc_Q7fiJ=p@;@I z6@*(|%bEvw0pVs@xjXOc}0N38L`uUc%Ab>01ktf+3z}2(V0E*@v;CfWyt95dT%Yjua zH&#QJqS%K?j;@|Wst|&iI3}?kMEoPws&Fey+li87Q%*;~z7v7Nm%F$m68`RR+GUMq z0UYpI_a3PJT_PW(xdux24m=PNbqEp67^+gE!B)`fpA_F!OczC9mH%{(EkRlVQn1=3 zO|Et&C*#!c`}gd{5LAryA#%|A(vmnvh;bZzeOJ-f4JeS>zV1S))AFr>bWXyzmh>H3 zsK3Q<6eCg6CYu8)O~0_3ax~03_y-Nj2${0(CnXjR3VgJz{tc z_oKSH9z@*zEB-xk^`?Nn4^wY3v=Vp%;{iZV)ZKc5)5QkuLN%bvYXtmPg;*oL_kypu z33LUOUKkK(G;T-5hbp;@GoQn=_8loo#-}}fnM$Bt%(gVjko%UVpfp}N1Jpt$gVOmN z&~b1FuKo)ojDEyvU4`T)n@Ii9PsPmna)!2|u8N}ZK|HK*W+%QE+6g~6l)lMqnS4^+ z4N{?{RU*s;xO)zO=~V{MQWt{iS^o*(6X;ghgJl@7jE6VeC>kGFKNOMbExE|G8L&%LVv={}jg>f8akacq8LUjg zvYJ7u4cjU4wR(1%x8o?A=P-zPj>qRor)x}zdlWN)b)?K*&d zA~X4!%sRpS>w?SDj%XOk*kvp4M>sY^p_9tWb^I5!l$LCels)usy`Gc z-&w{#j7K^5UHzqJsvbYGkOzKG^qm4bkaiWkrvPe^WrsVj&-{KZedGX;SI&x&i!u4BJLX42~}ijOzPF9*JJW-H4y zBSJAai`4NNydQA60sdF(8vKX+%W=G)$#_5*6fPnMzA^$n=x-QdP#dZ|NO*`e$cR11 zB){eS!b&%FDG74|B4i>S(Y(D23#$sZ%l08`?}-ZoE3JRZ&9Ox`jMyIGkMo;#pLl8N zIq+H~xOzUgGv_b~=$!opj6#J4A&#GX3m9mI`k;qv+ZD%`d5UkvyXM+)?|JF9xdpg- zw{r`AVx~tyMn+(x!i5m#12?`E4+9B)0MSYLou>`7P+AE}Csgo%n@ZRZfb9p=U?4_p zdXa5_FY@wpgwFebThM+7$cjWjXh5SyMnTAJ>vC{;Vw6Vt(aHfbpK=sKWnwsE45m1C zIz)>|HB;`8qG3O>{9xEg7Z=%c>^SdWTnArig=EA=6bbXRwTxFO2d=7>#D zXy5#UOMxE||8!2onqvW7MowQ4h-9CTidxMHQU(JxUd8hazNj+fbL%78rN=T|-An@xiPBuLGpR<(m z3ANRAu>5#ADwC5T*bIXFqDiio9RiBvbbT4WIo(Q7W#QVK-c&dN{|#|XiV$67qr0{!lO1AF%Boe zn_jdzUHMZHX;KjPRCzN-q2m5P**!w9*Px3}*dUdD=t-$4YWzfsu6qv~lTIB!8^>)? zl8K}%$K`BMHJi{x=oIF=3m)iKb1fWn)C`4Sa|;H$(9k}euwaVHO~CPmSGyULi2M|v zpZs%HT^qDO!03Ar-+u2J<-KR?yP;E{&|d_74$~=-7!Fi^3vxmK*tAybt3&hrNF>pPOO081c}i~-jVQF(XhQnFH7-^Kj*d57ZGdV^xqP>uffk>a`Tf2S`Hg{nsCYHE2KPOu!1DqALQqjtUcOUaHE{@}`G6le027c`Sw7X$pa=+26i~_O5f`q1 z=`E|mP4=rm&z26h#*2s@sj!Hcmz^8sha!gFNJt>>EStsWz@NW9@#-*9=I`Pc+j>(e z^17E>0FqoaEERNO=n!gQgZKY%D%O1mq{^eOtE(vdTO%wC&f@T8xB%bwJOKHyqr{c) zI2y5FB7z`6cpg+Iz;^*d>i|; z0nPV^X%*$|x64D!;J-_#ZM zA-wsM5`p;5He6H!&%eP)a`lK{R^E(1gL`|p{*(Wnn_k&HfV1~f)$>+TLujyI9zU`Y zM@C^1fJzlLzV=^Kd}t%LZ@TzX%Abv|wglgjkp>zO^rY`5xNx8ssmx#l-K6VHg zVs1AA#wWOZpU6ah@#rS_qZ~id%aoAMBu5;y)xUy)f_jG&!JCe`YnGmsTiEy;RkXXi__*IKxaftn~F`c{l%TE`WV&O z3>_hOb-VUhp#IG`8S-~i8C6|TIg6);u%zmfk|egR*sR?IT**vX@CXg;7;>Ki zOK+{T9hX%?Z=fEbW@`^LsN8@W)4!(Wbj!cRQMUg9bh8)TTlRUr^@ILEsJnL&P=Qix zAn7L>?uE4&14%jWnxnQRkM?6Xzzm~bSS64);w{5KHMJXR{yqBT+km6D=zG3JKeCBZ zBi6LWc+kscX)BHky4QTB&IG0>2X=8wUCCSxhrd#t)0;(NZjh!KD&jkD1R9m|wUSu;P~rVI2Xt6pfIGcA^Z*q3qJmEx zC-|afai0IFusP2P1YneUK&a{1h8~Z9f>A~wKzi@4RdI*`Z{5`k2D!^bIX1@ z{e>7h^=27ux|kkSvfT#>bUnGb&$1My#?i@tDvOge%pF1w2B<1O;>C z1?Y;VY5uwIkU0nSENI47u1cmg2GWVBZ*Puyvjp@SVqE#PF8ckaBkG8nlA5w0V+`i` zGM)!NgBHT<1qu(lOgQZ{Q|B4vC8*0<8*l6d4jabK`>tX-o7Fc_ijLz4lfJT zNk-eV8cEO^elw$-PGJDo&5r^W&+})qVs`u5qY_R_1NLwO4*}o8^pea(Te3szMxh+k z+z78e7Kva^guJ`&KYc6j(#x1fo+1pgYva8Ey~i>v3UU6&%U#50Ci8$Y@=NeMma>9C ztY7kWBkvOnw96)-2#XPp`bjuD;J>3k{1$!B(rv)bTl72X!jT4lh|>%!4$J(_hntM} zTwQ0-(PWxb^l8?wfU!@c8JY&E>Ss{yu2SLXG2D-_#^uf;E=I_u>q*;PK=T40f8d66 z<`?ovJafjk`m*MG;Z@^;{DFd)yXU14N}r-@@9}@NS&n=Dx2%#D>Z^G7ZXZjWagi2= z0{PGLC&5vuoozr<`;#E@c;6bmuKd4QhXx9f^nDUEp~V*sgNh4)n!Ew;Dy)cE!KGC~ znouRptusl&fV1uJlgL0Av=0zgAuXOoE~rwjjVNa6AG~xoB@Q)U32slBKJO5SBj{+x zl_}IJJ^D}cYJh^*{elk`3*DVXCn>tN^gbuQje~2H=N*s=|EqZos3;7jh?BJL;-PEU za#_{bfjL<=Lx~}V>CC@|SE~2?>$Jg{0MmTad;n|~fUzVSu-(dyr;LxMTr6*XF?a|W z4Ut_WI~Bw4ousfWg-+3@TU7H@Iv>TB53N$w(;?b;S4~ScaE)u{3GAYzfz7P;@}c>v z4eqq8uKG}5iD$)TC2t1iK+i8OMT;hjn@El1&4pvdwr19`;92dJt^ePht8!*~KauvJ zVx?*92O3XpM7Nj9I)6{AIbH|?Srl+i`FqSdQsEV&Til z9w-%O(6v4a?vzBAlmFHOYj5iTSI^4MyW_0n75$y4&5#NqJMF%Gah_Am_vF=EPwe_3Fz_k%^SE&t&~U`D3%%)c3x_ zn1#!YtX7WugYx?(zLue0nN_PZCH7Og!|3wMWOWT5ha>jZn6sOafjK4idLP+OHS2#Y z%PlT@|5`ghHtj18k)$tQxBG|P*I(}3JlY^#=Is_(uEwReH1}GLY1Mbr`aL#k@$%}m z%p8Y%Y*{FMe||VP7!mS+-gwHhJlmul#}Z~JOl&-b!g_Lz8ZalYx{rVy`qx7S9%YuCJlAO82DtiQXyZQpWf&a$p0a(%p% z{^_xn{8GoZ!eKss75iZoGg*oUTK8}4gy?tNm`R~%w%|qm6UEOCn+J2Tp z#$InT({FY4q~XfZw4+T%GIbnA!Og3qRpJ$Na$qzDb9m~@Os`X0qWdCga?32;kY2e3_Y%(t zFQ0C9J@t-4ZMuOA=yrEqkMX~4ZB0i~9M5Kifv*jr5f|ZF?)NvxPM7!De=B(m zu#3yfUt~)(u21xzI{9j@Z_S^(yV-VpaGvt)`fU2x;43WfyN*W}7BzY8d7TeZu6{f1 zQ`t_T?&edB%19;T<0lp4bL^kuv_Ec+<)u`f?6rGTQhhk>y&sXeYqChLFnMA|4m9K9p-R;J`@ieF4ajSUsWn-&a%GK|M zc!_BbY+Lqg5dGB4>5CQ9keh1@zEiPUV{>4588hAAm;UBv+&MYS*R4#1SGdGX$Aw16 zHlIQ#%hfdj&YPW`zZCucfrAZAOecePF@``goBQEcL|#2izuZN9e3E!kr3mt@l{jk>UMlqn2_JnVZWTv{W;HGwV>*>o$J?x%6@*MSB`!OTn|u0{a9(-GZ>t z>IuDJci6m=w)xdSVxXElZC9LkEYUNK1Lmtev2&mPRS3*}VDu!a)2ax^CiCPlvn$O`C^^SwMH5SXrVl}(j8QQAkZQ3-lfof8x zIMT7Gnl&0ALCJ*bVbiHaYHQJZC|#IJLA#@_7j?kL4waZ7SK zo8*4`#qDgBndb3wBee*->`Eg}w+KYUVM1)RM(1s-F(BSe=WWAy5FC;FSW^XmG2@qvcHpH7ETQ% zrq|lqps~^9#b7YefuUBF)?&_K13|%_}r0Q}Ix;l4!uNvgDhz6YN3EoakwvI{NhCYMNpw(Tv&}r>q zrDvt{WaU1=+%QJD2v%H1iZ>GsoYszC`&U!%Y$ppQRd z{{q{@@Z);zNaxtNi`B^)p?Cm78e;x0pHE*69%W_gUhRaptThb0^QySrFKX0fP;G@< zf19NT2E`KYUsj z*9|IwPT&y5Wu7ag^Oz%%YUgWjY;AI%V?UMF-FTj{9Q3`ozE@anEh|e#!F$;=Ow$bE zdw9K)kvoNIp@Y1qKR$fPUnP)><$u_Cs(SvzRc7H#X`Tt(qWQ?$^Af)ag|NJTcsavJ z?q+VVq2P7&hX6n3l?_*)DAoss5pnE{=tA{*MH+1XL)(~1GE2+tC1MxF}M%W3GR;U?DyBn!7e}4c<~r^Jg;y6Th=U zn&y^|0-5#R-osF}`UW+5IRQnl8POjec&S{VtK*C9HTNG``Xy4i6(}EV;!z zW25^X1A3p{Y>87mliPp3+d&X)~1M6Age)`q5 z>g=ta&boPpy4TUE-fgx*XSM~yvpvj5LY05$o);Q4tL+;IGayazioK=vA!!=z4>Q2v z?AC3kMToVqh9$tEjKdPn;Gk4>);PDTcc_Bjr(yV+bH_u`yj-8wJ3Z$2Y_8_$8gf++ zKfhE74fFA2VZIRx7_y%hUSkoFbJoyGlNPqpp1*rHue{=o{#wt$g#~VHN}x8V)_$wb zR~Y_0ZtR%BY+<0p-YY+J&9A|h1t;_B83Ly0}Abqkm@W5-7u<$pfi1Lmk zL##Qs&}o}w0?+N5;&%ksII$;EF7dP)38M&<3e&{-O2-e7+$Wz5PJT0}DS1ZVAAFj` z`51_LBuE3<#Gx6N6Rv@JQb2vwS?I3)VR;%AV$3^cPEL@9?)8M@rYc_KZ`eg^4OcyjvAxE@&mic0B zvozeCqFZO(9_;U%4AOk@$stdsUJc6bLWpF8i0|2@t-kshPjW8Py%f(U7Y92xEp7Mn z`I^Os;iON8uGWk^J^jay&Mv9+mKPO@dV4Aae@`D#`Oci3Hunjd`jQbIZd&dxSIuQ6 z?z1l@dpX&N5QL2CQOs61Gu`5%$`AP3zqWIpdhB?#o0qS`@A@$_cd~>;YtC;s+$?L= zVUEeFRrD{SsP+IK~jm#USMZ`a^3D z)AH|uR^ZvhcS0hS(Aka-3Oxy(K(4oCi>BxRCJ zUaRO=>}G~Wl}N!267W4Ii`!q{zr^v|I5Dvv?wb^%M2z%H69y+9oaSs=ZVHudPRKV3^&7V>&~bo{PV@XWNQfmx zbE=nBuCzQIyE60I!gEMF?ue616@1IOPln~&?Eag}{AY$PTnR*cH%ScN#ATP?1;nOR zpFWp)&@6`}{5&=2t^O!&d7Re2y4vZi%#`T;zl`DK60a~ahRrvhLb6bIcin&Dv~J-S z@tIn{!o(V1MKg4a|3d$nE{yH`@WmCy$2$sr5iT)K2u&iuy_>nS; zyTYSA?w7uPA5UY&eHfQf?C#V}*|7jDQ2wOqe11?xZ1+nTlxKOe3Napw>S00Jv?8JM zGl^C!?+w@e9GO>m!X|c(sC1*AmLG6kj3vUEHEbJAQyiyk#2WEXgNv#Wf>kPR+Kq^* z^_ADiS!jy)3=1NcDjJZYV?Fb|T30_=bA4w{S{=4E*g2cm(q@g<6HkO?Gp9^{`tcXF z4jZLJDz4Q`?DUmWWqu6xxFbQdvn*dmcE>oT7?{64>hVvQW!5kepwp$IUwDVGM{lI) z)6>DRL9{OlG<4v)!77*3kxDE(n@y@ZRc&BDsd^}&PxtGnCvoYI_|;`IZl zUU{UrYFU)8n#^myl4)H%&Ra^_NI4G9J&&ZNJ{{a_wWPS&yF^K8*5B_OUsn*VZxwMn z$-THvu1*YS*>YZGhce|`KD6q&JyhL-ouJBI-sH93KR)^E$uwT)ii z9-sYbA7f|lri&h`$HXMSYhARRu-w%!H@{DqcV#l^U;tyQvs(?@J;qozsx`5VJ-d5Z z=^(fTgu#T*6OQ z4=xw$A#DugR920bhT#2cf7vTU@)OpX)uO;Gx%v6K)B^EiTdmvooiBfTn%b^6E!Hdj z-Rkxqs|j$-j?CPW&iupLZq@b3gD08mIS#WG52Ql6PrtfvXrM%RWQ_5>K3VXeX^M23 z{K@=D+NUJ@>zaC!uC0o0rd&5#Hg<7(M$v=QnN;el+ut=Dy1Qk81KYQO0L?$|E5;4f}}VONXNC0I&-cA@oam_y&fE{^G{ zetq;bBH*Yw0wBUKMkJMeL0+XUA#TYM9x0A#I#Hm7s4Npa5l!RqoJ&!HbE>@R)VxkU z)s%@|Qo@jXEE4RX`?c**kfgmYH3oX`!bqaM#q4kS-xg}#n?w866fFlOQ{LBUbN9We zsn>(m!Q@V#*YGL&q18SmxtHbJz>SSL%w5aTK_a7WHNHpKn0otP)31##9$HTl=(nm92Yyj#(`5aLgbw1bQ$2v>V&9Y^=O&%yP9fsoL$YQuEKYCcLm` zZQW1nL!b-#QnOxpQxc>fW+}g6Ce{QzjyOX*1Xh2#D zQ5BB8EbVHgw2XQ@9&HwGT;laGOF@fU$!cHlJr3v5Q+!U`(GcX=#Q$2J5Pi&L#pjT? zHSw{EF1kUyN62faN7Mt72+lS6LK6vS9LIE$#@nhO#?^3Uyo}FaN z1j-zWfIgJ`Ou7%p1Z4Pti~CK)5jVe4yoxXpLbhv0k;8Y7X#l|>iuPu$NqmE8Aj%+$ zqh1`v2rDL1zc#H&3-{#9fZ3P8vlV%i4E;^bGf!g~bu#PN9)+lng`^V-QMtvW)~#YF z8e}RtVkr4=*VES~c)HW#grN%Nf60kVn078qjGMS-mOuTF^i!V6gjHj-1<03x?ds%NV8fN)Hvx>h)Sg+ccK}IFD5OEqER8sY*au=5+K8_ zvV?Q75auWxBCQ@Eg?v;KpR~LT*JHwo6Ml0h$b4^o6q`i-eI}UFc;Fv{sBeR$ECvNe z#*J8TqV|?mpZCykkYed}J$qGU{)pPM9Sx54#5MKta}Rvhi>^#0bN=CGv!+AgnMt;4 zXDiGEBn{J(EpXqA9U|q91>#GPoiGK0{2vE&v`GAI!h|9c4^$_&PSh7*f@v17vP=9uH$-~GG(c>ClEyTx7f&69p;m~xn@3zhJ}cqZ z1k@m-ou2o$#}cMx9hSh%O^Df;v?u4c%^`d!K9AdeQQ3{|#uM4(DmMLAg_kd#XE;~G9{^lt_GFVbhRq;!!D z!d0Y!!s^5-O~S;7WGL2w`jIGs;@Ah^$%7S)qsYZYrNGB8tXL9*tjxM(Mm zoo0;Uyez+nrr*c7I2N*KwF>t=5F021$fcw(bww|Q9|AQ<7xw*<`v)_dMK_2CKo^3g zs*z4`%6_R1vGdP&DYH3x-I8 zV}N#p(qkFoeUxtQvu5ZuNx8BWzr`kVnszq8rpIOP`DJHV#KAH@$>)-v;RfJ9V|$c% z4%0>BPKcqPs?oCN6Sl?a=bHk-kT)v6EI-t$wZ(yc$z~ML%p$SJ5Gw|E=!hFm4E_A7 zlzEU;_%RwNZ?Bw-N%%4J=q;e2OcEt$1f>^U^t^Lok2<+Zj<~LzpL2kOVX3WYxfBXdqsq4E+M^QXDY zpb6RUg-;Tu8JssCw6VW-2YJ7=w}IZE(vL!VoJ8mr%TnH-Qe~S+he5$Dm0Dvg`D|j9 zjA`cfvZ0Br+&0>Q?$^&pEYjJu6^13nNz*9yg&z;PXgJmNB9IHvr6Nb{qe#Bkqb`^! z+onbQR;O4nDa6qSe6~Z;A%3^$OCsqgZFCPdIUmDkDsYJ2{vQKP;#IZc-Y&xux>!!i z=s>@1!~dt+Z9jwdFvvEkgAfBD*V9DRNzE^qgI0Xet|7g_r6_Uqkjj~$S5$fTadI2v zCx~^OZvyuto}d;$A`3)=o5CUupeJ7_70voxd@v+ZqKP=K5Va`_G`5KSoyJXhAM%l5 zKOu<}yGfKOSyWKR(i9lQL{bvO1?y-CDr4%TDp8_>bWt=Kq?y;mFpZ*BqLIHrfg@$z zUd&O?mh}}mq??_Nb1VuT=hs32G~`|+PuhdSC{Hl;7X?GB*H$B0;1z@WXTUh%d}$WF zn2d`uPH(DxBKbVR9DSrn1{1)dZTbmm0=1z@%trkS%vfpE8C(E=bPNTqJW5dKT+}c{ zbj1-XGt2=;IHRu3zitasdBuCTb!-*ydQZP~Dxp-a&Y)1$A|FywDhK%O7}MCgFcsx$ zU!=^!004}Fd1|Ey($Cyu)ie@kAC#7bhBVKGZ&4&DK*4l)M;fWaA3z71s0!#k!YFNN z!BwkG;sNVGQl@%Q;xU34Z(}`?U}YMj#9-3uK+^w%wYLh0b7{Ipu^~7Fhd@GLaF^gA zco^K>CBdD9KyZRXV36SM?(Q1g-Q9w_h4aAP@B97d{NLrd;bNGcsi(SXtySGM-6*a& z5N?#+Yy687NwFvN22d9k0tWt$QDSQ_M+8U#pebS8C;!62qKFohU+~*0i^oybJJ*<0 zUrSisx=K#GJH~>JlTpNIW(xQbc40IR7@FMf%c>@P!afsO^EyJJ-K3ouXH0$9JUPm^ zh8_~qzUcl+S^sG+c<3TTxA7s4VeLw9M@m&XI>BH9$R`|#^i@nW0t5|lK;)&$#1jxa z=Ue)7zKve61p?tF5ht31=CqcmBp6!9o|jNR6a%Wu>m!nuNy^K{@9KMlt?1LP^8;Oj z5~(X@lw?#39Lf5D|Am5{l)We$vZkWCRUh?f6_~Hc4&EfTUtJz4O?&QN+$^gz!A?j! zjzT1=P`g5*y75bxHO5A>^I$_J{9zZDY|ipz4nVpPwm?ALIL38O^@F#bNjHIQ0;if0 zOCljpDk`hiLdJ66P#}Q9i&G&#oZDftOWi0-hY>iA#0uUDuU>=fYs*{L`yBpMYMb}u zalR~Z==6a|aKQio=*Ym)@H0>;ER>P#CTA3YnPn*<4h3K{KThAKO(WV#W=Qm{gT&mIvLjjpQ*Eke^TZ7q?6k38L#dXn)`@!~%)s0= z;@%FH@49gPGE=;0!L|{`oDrhN9^??T{EYiT6W+5QfR}0|%E1u`fS2key!XYh9V3h* z$dP4<_R=K~yv##&ph5ep8S=lNlZBxh^=7xe`7dddt$^zsMC+&2l+_R*7&M|Hp6kdC`7r>y~iGEh_&~+j?o*rF;KzG2DaAGY3Ltk#=y(@ zgl?17++t|$Ge8a&K}Sg9w6dIcJN``T0TSfK7z%ccgh+GG)moq+&F;@Xt8M82rna?O zX2m21yeG!0WYC;oP_imS2#W5tCTW$eRKAk1autb6>P*_BhR194!BmL8`UO=#A>gT# z2J$~Jo6vtv9P2F=AW*cHsR(yssecK+X9N^l4`t->0vqyh*(PFlA-Gps__*<@0C=fy zqh(E&x?3BMV3fM?UnytsEai?};(T?Uq+Gj_AMe+9cF?drDnrV#OpHPdb$7ClpnXBQ zZmfDb4n`b@oxRpREH;(0UiLyNuiu=i!U)0Qz?w{eF?3D$vZ3zwYe`_M2{fsg>SYJm zsLARR;uF;H(8Y;v#XyYxgv2c+SGR^lLAkr4T->Uhyfax|Nll;MDEc&_ot;zR+Y ztd}O=H^BxFDuV4vc()VH73WWQ+5=~jc8PQNC6+?wuvG~O+oS^Wwhs+#>Qk9S5-phy;1O>}>K}H$ zSvuNZl#bEHoYB6QHL(b^R1hN}*LejY*C%`jkR<0NWI_y@6%4M|1uGCh@M)nt!1>O% zR=aZ(T__2h@&FXLHslB@`==r?LlMy6(Vbfox=e*WlIi5v&bzc~kZM(k zvxfzwuU~{@()}%EiT(O>VFiT@m_W1o!PUA?avYyFawaM*8BS3wj(99cJ=jk1Ae_cW z)rnOp?Vi&9^VEifjx2I2dZ^-yq<7v9EY|X9UD_9;uaLrPr2#n!VbOm*HfD=`KJZk# zDVK3m`Y_8$Q$5Xxy)qjlUW*D+VOeMJijx!?qduHHyu~O~iA*@L)LTQJ~ zEh_+jjA~KwHI#{bSAGN5!C<$;biwF2N!+Z@hbZ`oBxXDx?rieY~r zoX_iz`f6I5%;zGP_O5iV0y`ALPA=6aX25d)yrY4=s*x5BO#W}8x=4Q4m!LrZPG z#||^m8-YtqD{FUtZvOAb%tIwM!}A9}A8YoPl4`%-U+d{jX5k6cANgZ09#;1l)im#) z92eQ#&R3h10jgj9<#%E!ND~d^~uyZF8&S zadlbUz|fDd&o6+mcf9>n#SMVLCk}O9wysqrdP!$GrM{^iQ5Ug zIWpzF76;}0mwVL}gX4eBIyiYV4~Fh1WNloRV&p2CnvzW`KJ3`)>FHcjC%S)GiYncF zQxk~&c+$_j3^b1kcvOnS{Fx6G) zf?1a`K~MW4_fgTfYmY1cNDb=^_z%YOuFri@N(<0cfkW#G-p9lH@`W7{`woXpzcsV% zwR?=It)@Vq7hgd_v8%twKVAZ@d}t&*MIn6Wp^Jrxpu5vMz}WK zxn?!ophfc-8Pv5O5?fbU?`-B2{PH}u%ynVK3JtdUlMkjw>vCmD!AF^u$iWpQnN_0! zo6Q|ekNe+~u6Ns3uQ!z#YPx9OXlU{p&1QF1*HlL`9#RAhRe!j9otG$ty+w z$FxDiFD#KnYq$CNj>gam3@eW%FzR*U>^2Yk2+rrUoFUQS*wAEFiuZP^F68I)5~klJ z6hMBYu)Zymlen9Jes4cT-tUr8$8>+}0TtRIhn?fsb&EN5zhh!O{1nZKn4l;}=cu*8T+k zT0x(z2h(&{kF}%u{kM;HEs?gs{yhmo0tOwrJh4+SLfV@xy6B2#40?3>fRXlia*Bt$ zhy1^1^JfWXf7Sk80iB?WI%PtYvHHL5`tc8YtUKyjESckNT3VW2?iR0rJ$!dJcfQ1d zu3p;Dm?plNi42kFVVEhNLzVo3nJNcM+?%jSMCjc?!viGL{4hzNkO*6eV+-VyUQDvj zG;mZM^nz1&yYJq(AW*`P9JUi?>|}n$l599p4&Z zu0meGFuk|0MMou};)jiLm#smoWPklPbg5E-*0gEx2S#yMB%GoAd!BTJ0fg>bBX z#UT{Vy$jptmVoi8u(8K;*xB=UKz9LgJ%4WuK7}yxolvU+*LjN!W~yL3B0K)AxN{7p zV%1war@C}m;%-G@1tO_@ny6KlUF1GKoLBup$k-p&@n|IDLc}BSb7VemHlE(9`O(NE z4Bl!wbE=BdPwnuy364bqGIGqWgZzEx~^aV z?auf%8()UHU)xUX+gKSF5YpyE8eac*WBy%aFfP1+G>D4q98E;|mO_wZA5A>mOvwwE z+PE^ayv@(*bTGAAx z!xqOKcN4PrpOMa)0z<@+`gEl2{reCU`R`N+(gQJc?3yJBNT{G}ILIG5u)5^u>@$=7)I$X-k0E4U$Lf{eyWH(C!)%OOP`bvpxr0aKV-sHQT)HD?ze!{B6DJQd| z-HwF!%+rLjGB$I0v+^_fiRGaCuo1z9b-=7SX!9~;hp1`dWpnJ}owJ_IL=eqn%e>&+ z(Wd{Z_2MbeoqW7PVdMH|1s(z(>vyY2WlnSyvK$1>ZQ9+KGho*=H>B;D7wv_)>o4*Qn>_nmyFyL!DH`^lt6S`UHUqn(YCIue&#JFiN2834%V@6T#Q*Izq) za~)s0|9iXl=-R@xIqu~1Fm_RMVf76fT;lNH#>anhbT&9Rr{b5h{7bI^XpUt5s!?Qm zP1w}hEq;*jr!lE2exAUhdgh^)x5eGn&B5s*hwCWCy#sdI3TPKhzZp+B)$OBSmWrtL z@4J2ZxxBtijY!yC3~Np;Z+}H4E`WZ=5S{2`c9OV8P=j67;=Bnz*+21$4MkQ9O~Ht= z#9NSu`Rgg&G-=abWff;lT5p8fY*@0(tzUWJzG~R&gitTBIEeZ}awvmRxkCwY(?k2x z<8J@v;EI}leTI|zW^1DYvnIdjTMxa@H}+%?`_tK6+YGV&z~JF z={7ap=rgVpP}BR|q+hO59TI2_6O)7k8Y0 z+MmijUWr(JtNyF_IE}oZ^Vzxh2ocBL;cj+A>Y`yoprv7IglhaKyK>d}$D6OiMITBX z(@!KV^sFB*_ST2hjw+;=HhomC8XEd1yZ<^})!i1YrgLq6*}J@FwsQDt_-Jl@3rZ@O zwo~BGn;$+5<8^&hX|XsyyLxY4`?LR()6iXvyT{yKgL}g2ogYcz^y^TxVeU(a6!^E|@Zc7UdeXYXGG zBw%k)SnJA8yVvVwCzL-=?QJcb#hr%~U!$4B_; zy7=q&rLRA)bT-}R1z|A@D(*T-Otx?@UTQ4m} z9ZkDAxXz==R9!;z-t7q`93aO}^Xyu(?$zyS)ycBzyQmn6U}{(0sKT!Zp3E zHoaYQq&hg;eE5}{LvInI$DM`s$MNQ|$LG!ezdI~a1eEILxF_gMwel3JkMuiG=v%!NwCuYc%M4QZjDlzJv83oGGO;B z$Ufw0+(0iX+Eq6yAxFsFgyGHS!D5T25s3sOOw5AYAgOIoZ8AaXnYY*}Tq3YVUxt}z zlr*=NhvH<8F0v@L8;?Mz?omF7P5=Dhi-j=wfaAJPbP9Rb8G8jB@r+r5p-TOlJPRDgP8-A z{OWUsth0(L`>f`FAYm8g_bn#~%IJI!!lNo^K+F(jNQqvCuHkY_newd6DzYaEozQn@ z?QSAZQ`Xt*+QQrfyrvI&wg&nQ_CP44H7{lorW+jfP-^V-Y~`~{dwNlKHa*`qe`Vu!V6iUB(FS=G)Z(O+o4n8N1IWfl}-Fm#m^jYbvCL{}Rm z!xA7ct_Sw)rVlug$b|jtz)~vkDumbVIQuNtS+La|+p%iuJ!jZaW`J!>S9FQz3#xMNRaqp~g zI9)l^8M8KWv$iPx)ye{5DRfn3qG?lBwJPHRx~Sq$@EO(Q>9TY|p=py={Z=?C6xnFe zKZty{I*CPyzi*00O_;T{je27rW6`7GP2fo$=|6pVSP=g2*O>vmU12gu)m8?TE4=}U z_}q-Pnk$tn5@ueF_rsX^@12xV-vPg3&82)z?*U8s^emscKvIJ-0=uhf3&yR?F6O%eVz^tWpVC>zF%#)(9f+l7<- z>D3rt)B(G;F*~oK9?({;enf36u+eO(JY858T9!w*PqR70vT2wPlRuHW;p=pRewZJw zWC<1wB^EU@kN=Xq2!eFP>Nms|(}ba7U=c{r{ayY29d`u!1VJCWP{&?(2J}{;l4Yw1 zz5G*D@DDIO=di49xbEL=|A}NQPLQTjo%^>!mPBL*!pNt$IGlP1xUPdNy}B($-TVv! z{z-dvEM|%4nICh}4F{kPN{|V(dui?nTjk{?{7!wVFwW76PFX?7-qqOL-7Ve-=y;7unOx$$ZFb0^K2(rUi z*ukohpl8U<`AjOy5oo~1GPQCvrr`d*d#MYdITxfaGdL0(W|I?rlV>;s9a zf$My1z5+i(#7?L1khcbd4B>_oY-ENM>_~%tT~&k@1nN=YiTEUjMeA>2E#91j3z7|s zZ`7{T+QR-33XTmz^?lnL8%k3O#LAa{uEdor~fUCPY!rCU~b(joLeu8_~8w{=ZQ};CFt1Hxz!t&Xru} zHi6E7-FZ~uN;?Z~L>A^RfBwT!ANx>`pM#Z%3#1wO4K_=KlYEVA6d*8fo^P<@fAb0C zS6E}14ctx-p0khvxTJL5J8KV9AUXWRzCoj#v1NExkip+}M!3pk^lll?0!JfFZzD zo;uJy+P#4e7b7i)j?gV$1@pSYTi^hq zPZ(oAip2^vX>i~-f{gx@POZ(7rz^~Bbn*_DGQ2mG=ABySh}2=0`l?=<&;&xFSwE#| zGyU^4eG02^b3XX2Dt?||Ulyiw!%Jn+e?rby(>Alx6G$om_Zw-4;(29)ku&WuQ%w<` zK=@M@=&nE;#_god3m@xGAxhdm(B@98EeK#h7^>-eCbAw-a3=_85UfDV6X}}iBxJQy z`6I?roVAJ=AH^1Rn4}`2rjcDQ);A!es1gyiUO*J}NuJ{MJI2x0Kea1ZSNLFLqdrNd zx0pNtw%aOKdS0c9Ne_uCcawJ-C~@aqFFjMuQ+9AGYPK>zp81%|&EkHNNzB&3a-7i_ z%=Fu+Y&C03tQ2&z2@JpnMY1Y*dLljAH>-u# zcDT`EXJ+`TfoK}lc5Q+FcOoAHf9r=yi{>pWvTQX@pT5We`PbHYN^&6=NQ=TfeKH9i zWB7a1mr7Uo2pEDaA-`!*{^L%7p1A*qo?_oQ#mkyX`)m)q>}7w+!x$TlPk3Ns(-uyy zKcgl8w|@_?-D@0}dN@1HQb$d)eKRir2EdHrv?5JK4r;u1s;HX&lJyfYhl%EU4AmMI z{aN!|3_^Rpn>D=c$~AdG?L>+>6`74(lLp8P-~dB_lx^k(1MK_iM4NspZatV7zZ$^na2-QI8Zq( zK@?xxO7t_dsbe$A13IDyRR5YFcimfT4K9gof+DyREiS%zpQ}AaHc6tqJaeSvoGX(l zS|AJx?@uNwN#xc4n4J%wV5C!zQ1zBTK^X_H2jm}sD%sfKlY*2O`<@_T-Fv8^s2a zg!=Xmnp*(X`n^$bSa{{(fLVgr zY5-3VkuP6l=NZ<#Q~U_P&l1|~{S#jS29HIhS?Beq%}~l0@c9KP7EFL8aC33mV_9;E zw4~*!rDal;Ygj*;HHhzVe9SYVn||#KiyE9m!8@`BQsKkNA*0{s~uLe@GL zAr`;49|-HDq-Yr9e<0Qz|sG51itqvQ2;FHfuOED!+#*);ob(+3GC1YRP~vsEaEYP zJuGpCg$YEvVHRm=ANgkhYB~rodbbj0Y8=j1vs6M82GIS!#ff?lkW=AaP`qZSQa&N2 zBtcbwIvGO}t*Ecz4Efi@iOfE9#AG2;d=!!%lU;>?S+h3SF}MRRKeYKgRyHw*CmEV+ z+9m+lSr_0k*6)Mj1>8S0QTC5A1^|MVvGrN|eO|ydm05)UP1|0oOP8kZ2(YcbuD1SN zznHRND{B#cjMrvfz>^{XGE49|vua;I5f+eHKound{QOcxFNQ{6>TRW;ud-6{k91A> z{CIIi9S!qRR9YuZ5iJX>5Hk$za0J>=jib?UK<~G$!tqDC!|$n=@L~r%+4E5hb?r$? zyP^tzQzW!+6fH45%2Fn~u8swLxPQs-p~*tZjMeA22|z>aXWk-|oNsTD^~J$7z}y=ekj z8GM$ejAk{J*2>tX5w*g;_78jScQVP8yYDl4Q_X2j0|5PJ_Z60kbUZmg68taoKh;vP zjSYgqly6iSV?L~|Loogiz+(Fb+w^Six2JgBeuc{9f4SiAl3WV zvumC-^^=ymf7Vh_Pg+WwO#Ef{X=%ihGKj^&XE`jfhaHPmqNfzc(5-(a0LoFgFHZ!} z3M2)f|G#H+{%FfUx29`5Kf*90 z@H36WjlTzj8^i?;W4IZe4Jrk%$i$?X9S4B389$A}c@qH9_m8386j`9#XJ=MEp?_!{ z92)P&i7%VcQ)LIBKh~_)E?f+l8;nBJfinB`ncIMZFZEgWJHBU@e=hiVO>(!3W$KvJ z#^~4_@zXW@86BY2KK6q_WZj(jBIFYgy|dcP{qw%rYUmBr|m=neiT=QS5|_ z5lEwY|LVz!Jxge>1EJv7UN+yDlsC{uR{x&QAU6k3Lm+ z-aK|*-49mGFi8B}UTA$!x(s*`v^uSNIEsC8zF zn20#9l+hzRkwJ{Me6$%eCcjp+$E$G}X63JmfA&~wF z-*xGpsfx;mxzupUZUqE|doGlofFD>7`EM=7Y6-0L1Qq^fMb}Qj9Z3JDmV!gQo7W9T z7%#mXhI@hk4_hz<{4XT+y0%?lo(!I)Jmyi=>X&dq{9Y#Q7sdLfpzdrF_M#vHL7ALS zq%`jyKe+16Ep$g@J}kDtwb}Y+>0oPJr6nyQX&R&Yd0pttJ z@{%hLaGj__D9pJGw@X#*GnNS}IlQ1NU=IJetK?J!y^k1YY36^5N;_=XkG{T$!A1eETIX7xHfFKcDw-rLE z3&Z!*xea*@6rEf!mm%;Q)ewiAEr}&faYQvZgjJPLUx|U5gWjIXff6d}paTZ~VvD4e z6Dq^we5pZ@wyUWi_MMmf6YhEd0e_ESkLZZ}AHvL^Q|f;RPrT3CQFkb~DbmkgYUBr^ zU7^-~iv5Z7WB?YkVB?DP37pG)%7=mrV<$h=!c&HKtPDUWT05Dxr>)R0TQ8HJabXf5 zNk1RSOz~QnRXAT%StO=ZB!Wa6;`z&^eFWKdgNJLu2#2M^W#-hH$p_03sg%@~_?McUA( zsUTeg2}b@@KZqsF=V!zz-J<6VMQ8OCQjf~LkU;_uVXXovwlpP7bS4fcN8M} z49W_^V_-&X$4ZzLc8D}bDOtf5Pzlnc!l6`Z=YA<1QHZ0){&}H*up3+4i2b#@;#qcZ zf&$x;@yKUn8nCUvp=Vy3==S*hccs`iMU|j(59{x6MIJ~+19B_e~>5}uv(dmAIAN+~TE1+jaGNvwxRQa{5 z^Us`?{#y*&TQB-{4)MVCn2Mhrucj~V=D!Inj+U@a2W*nqEl~LRaBPwf^7LX@lYhCI zTcJT;n$SNV6r{19$ibv0eJXf@vg$+xwx@ zWmg-e5pAZLuNJ+(G*7ZQ?`g4KOLtn?k8mtr|K*Qs=c~}6K-)joSsT8GA3S{+9KKmB ze!(!6wMEoW-|`wgQsa9KO|o|HugT&fi|&N=>obhki-qfm3D#3ZtJ?7n`x0SI!qzra zM$@ZnKVIN}uvnA6`7>ECKW}hpPtDWLuv(}q=MJ*ws@?xV@HaN+&Dr_(0skixPa7}7 zw2zUXT&PH)MoRa6c@e)keWd2^EY9-0tncQu8JfTItjf)$az2>1-0eojzE&xEtSzi) zP4aJELMb6v3PzkAB{m+_Y9Ysx&a!N9<|1{!4wq}fzfdv>X7(5!*J2(xdQ+|7`Z-e5 zqg`Dt7x8v1e@C(H%|8B zcXa+OUur>N(<*g~gv>X<&26d)>*&0kTlxyxmYB@DobVo~AA_%;Y%ZO;V`IlnHMM$; z>fMjxvx`mB%Wk8tCxT|Sm}Vg&I4HyR&iqJ!k39Z3v4vkCZHgOdpcx+Uyp6r9*kln2 zc$Z5vFX4`<25<Ow*D)%fLgjxCc!dJbYbA9kFB=ykvJC)`Qe>l#{di>gP+Dgta`O zyQyZwu{o6it=k~6sESzryo%bOKqAMYZel9_CH$m&&o?QM@90-cQ*HFZk>L{0jf;(Y>yv(EFB_-kjdG=Kg8j%<6!-8yEgW*YbHk z?PUxSQs$b)h}L5C_rN_LKSs=6U5{saIH>jW-dMM^j4@q)EU@D4lZEOPX)JRpHJ{!UD;zZ%njL6-K;P9m+oxdtV8^se9ex*s^% zmtQ%yPm2ZV$`>v{esP@4D~YX9HKc_7cm%JRo5T6{jKNCP2h5LQ!u*xhTj@xp_znJ5 zaOYKPxk!w^JMb;SqKD(bqS`NZlkrzvzn#qde#AHuXCM6hJu`>D+o!xE;WSyGTjL91 zTib9s_q~R$i-?8nZqS=5*uf7}&b1|jqbvMQWTR!{dh63(<=85xFnk-NV%H&y~alCJwhF2-{PX-72mfX#9NgUmn@U&RzY1x`S9PHin_pC7a#Yh=-oyR zx42Z{#!A`l>SUMX#)p<4gz6Er)u35bX%6DnWq-8EKul9kA-+EGKQ<7mqcdl5%gahb z;p~;99Z1V-!#00sBZv+yO_~tQDpfpYoPg2pH_v-5?qQvQXpS%fmlZG1SY!nJ>#Kz=+Oi+S4267Z zzM}Fz8LgUXez)*mo{`m<@qK#B5*||`l{euwzAV#u6Yo`KGfv27?2`l$b7uhRz)}$1yI01#SrUCp(NtK}!JI{qFO^jS3pZx8 zyHUtgUXI)u{*SGZxu@56MHBM-N(1~%RG(DUichJsyo-wPM@}4uGC#}*3+>ZBYkDK@ zDPw4)Y5K@^8B8T2t!w-=P1RI#<|<@BGRUvg7v-ET$|83I8L26jHAPv(Cj7A&397wB zCF>kgTJtMvwXHlhmoKZDdhvlucDMpP3^`Yr?}E1U#CJAdry+k{@G_K=1|FxwGXhQ- zEr?dBahG-#o0l~DOVf{u8hIZ|Nw$?=Xq6rQcFZr*5Dnv5WU{{QD+yj`&oJ^UvG%Z= z;l86$^B;r3fmxK>?XJd$9Ta>M`2~GJ;hfZABAJi#Wm*_XZYKUvfp=uDosQ6ZFy-G#{=T? zam@8zO9AQ6`?pS6ANT}UZJ?tx;pfD4+55 z5euVN4|H!#js#?>Yu*Sn$7$q_Vu@VfGP@cz4&l%-!ZbLn8a6DC4uNr=44 zTDg%J8g*AphQztlR%TnIsl|>JaoXF;3zES~ei zdo;5!mrOaU3_CKISH(J|L+)j;ZLnfrQ*=^ELKuhDE6eG^sJ(PmZr`gPK=PLn5&c<^ zC`%VQb@?GQM^YynSYnXYP#G-rKBFc(r4d`=+|LEA5eSRHQAk)y;cS{Sx$p;xa#`|r z%|yg?=-5+CBiQ%V1bQk#fwm0jgr&TnFoNt1yrZQ-WxUoHw$Mbijt3en+q;1_&skID z@Db=v?z-SY1O@{71R2FGG?Hq3oMHE zs)$j9T*!HKX<5b~H_OS z%upP=)=@Z!mZ8`HntF-?cR*IM(B%xmXpU%pY8h-orUH&!k^6DbMrA!k|l=9=nnTpb+Vy*ux*+DF@noQ^!I80r$&TyiJ&ZOEsebN_9Evikp@zf%fBt(2no77Hsxcv!9zf zVc#EDy|Qe%x@hF`U5fn1ysNX_`{&D^4b?f7*b$=pQQgZ6cd69fxgT-CufF;Zn6PP) z+wIfrb{#MP_i8uF>p4+(FGe@WY_mj1AUJ0ipdHwM;|Pa7It2y}1fq*0>l*HCM^{ zB6xhG{`PPJ)Z0ro9;3&a@L5gx^EpaDvfeEDE39{9nieW{yMY3YZVq)9q6dg&?OlER zS_>lP4k};j=A79pr1=!Yw61FW;D0pb-Zgu)=zGm*cOP37ac$wTX~LLr?o?Gv7E@du z%`e(Tplv9foNo4ad4>P9M`6+y6^4}@j)qv-QDVbBKw<0p)FTL{aC^yKn()+BFBV{= zc&z;O$Cl>)a9 zEB2umRjiUjEe`))5|_6Qu7SKkGLWV6HvC8h6<8#0jPPsT@&voU3E-KXzb6laRW3LdroEYrK} z2A=N^e6=hu{mZ)Ed(KOQ{uuEYD7se_$}o{SFF$nH?Ys~n+#Zj%X=Z}dez(RUY8sno zmJ*#--1u6$1dDf#JbeUsGqz)7Vt9gYTEfP}BDio) zrhP=l9%_w^?=YcsI5uD$NM^>VpBH=uQdPkn8%s3()oxAZ6yFf*5|_ZS-o3{$iTpWk z%O^zFF_ngRu+NjBJ9=}6nup>;pksuk`x&i?c6!Q&tvi&e#%@%>I}ETa>bRJcvJpPk z6A7=}%kC}S=N+2e0fqKI>pYSO?7lHyi)+O{BJ)a)DA-GeVTS=DzD6CJe?OoGp%8+o2RAd(wyDm2qC`w|0lYu}*N{Yuo4o{z*wnp9Pf{IU(}JW9jhgp*X+#1$F|XOhYJn za@4WYa9Pugf3hMrfnS7D&MH)*C4qOqJSNnEdvlOY<-#Xi|a@Ia}&cLa_YOUy>0^+M~RKR3A{0xtw( z4?L?vK>9Q#JSNP6hjUWtS0ADzHS$DM9NXfib|`lTqzrE|zCki^MWd&)b5{XZKRXrq z8-xS!*P>K95dA1kBX)C*bfE#Qb{7>x%*>8T-#1{+2Qvd7eY114>|G zpXM--XAhKN4#W0ZT19?_16Z6^H(x@P80_W^g8feq++HCsdrLws0do6;YdsvG$gi45u;2kO+dal5OIT^!- zT*QGmbbshBB68uV%-D=fdnW~c9W1G&pR>9-hi;t^7jiuiVKRoJGWL7c*jfivWx!wv zS70d59#OPd@=SYloC3Mj4?09n3U79mST6=dc#BHf--38xSSFDunNyCp{5bG!DpQb% zR~yu7uxa3#>8(t{FkT}$+{>if!Ar zZQH5XPQ|X6729UT72CG$q{51A+?{&f_ndp~z3sHqzSh1U`_JBMu07Y719SB;`j~as z@rtuGDWKz}@a?3sL5!efEvl#;q*)$PpdRi0q}6WfoQu>gzf(KW{tB9mK?;tgm-cN`f-wL-BTn+p9mBSs9B7{?8M$vpB7h(HHZC(ZCMZ8L>;VC6-HOX2*9Lj6+v}#GfdN^;Hw(Un&Q6vMSTd9qR*Z zLJx=DNDeF_)#{XBac_ZPi^-B4tZWm{672!-d!M1gF@X^f0a`PH)Y_yl0ZTk9*J~6F zXsq-zcob~cGEXBpT==-(EPhRRxp$)mY&V=T0b`bQw0Je>>nczr;na-~28J!DQ<2R& z!v1$RU>?A|6r*qy>06+%#EJ$D;`>^qNL7dn$sCY)QU9fHP#1tG(XC3}l1U z991qqc!ysr4apMVDJ2=gjC3$#+@B%wqx6sgt|=)+)cK4I39p%+YkUkwV0wAs+@1S2 zp7k<5G&ho8?_S-?84Cdh9Mc?AHsJ4o_!QCHl)d>5()?8!Vu0Po>&2H8=t1&Ni^iD< zk}0&Hf`~xql=>@4YpP8HQAv(6@4u1;*D|9>PtTWvfc#RK2~H7}u{F{BE+QGN7w;s! zMNI}}nj7{LcY_pSLiRUaK7Lc9x?%-bq;33-W5O^Xrq>24N{c7m4ot(LsY^L0I3JK3 z?jdcEszM;tqiHGsr_cTL{{Wv`aUU=FkIx;%y;FrOKNCC_uFgEf!mJEK7L%4$N5ujZ zh2GOlsKgbj}?M&K;5uO%c!Igu=9bnN=4JMK%oqVT-OWwA#afWa8AI4lQ|>lgTpjQ zO#^)+J=~`t(oJb0(oJmH37U!RMkA#iQXH)VhSK>}qWC)sud$UtTEMWya9<0?40TXB z|B;8`YRTo@v6nlv$k~)$$DhgZfcd9KWTt=VgyM7F zEf39~B^NE}-Zsv}en$OWO~qc+#Rq82@%&SslG6fFXv1DM&;d*>AIi5$nP(U8 zADPY$KXh1315nhUD`ze|#Ag+l%2H$c6f+^)ahx^A6u9Q6%CXZ`!o$pzp0iSJPo5nS zmGC45plTVKjSJ&p-?9%)UZ9Qv=dHKX$mU-1e0ydT4<5oG&BK-xK=m;ve|28!RdCyR zG)W9^9ucFEDruTA=3oZ zV0-4*4bWee9Pf#!(8hZ3$B!nFJ=_p$Q<$Ki|L|2@aMlIz3H~$GaOI=$Gcxb!k+*yd z9{m=t>dC?e6S}L9o1boB)fzh)Ik<#Cy6Yz1NB7VpuRg-7Ib_A)MY9MF+$%fo);Iu! z2Hv%62Qa$gwm>}CGiM&l z{(e3nSd*tOu82#z~;*Fcms^e7uIyrK^tAmKoN>Kj_?=`1@y%Y6q zH$MV(lt0niob07l{#w`+LorCpov%gFePyS;m#=hzTXnKNb#H%KN{@ApC?`nKe)d!8 z`k<#3w18Ik*V(?sxlOC{A{A{>8T)9(+RtTKBb7gTDc|J(%}i&$IYbPZWJaF9$C)$c zKi#r#tt+Rh?1#KN?V?z`iCE~~;d#AmkdAr&$}G=#=dg7~!@n|r)FwavWWB;^<}s4qWTc`Z*K5VX`vZjokZD?H=skfKH`9cRlpg3f}wvt88 zL|sfJP_?tHvGrENZ;`!^3ry2)ZM|l0oqg{%(zVL2DStVcVN4rvi}*c~{sYlTl*y#hF2y9frCF&Yc1oWU$%g`gk#8I6v@Ig>iDC$%(TPi)u|g|Wo-&o zWS|z5r5j>Z*9sSs<$dRU9_A>R_{y|C95l@XV}9%++_}1=rD?H_L@$y?Y(Arf8BlZF z|K4zZ+!5iw`#!IbMA!Msr(oB?+2xC=l5?8Bn1k3Rc$%+$`nz5CZ+;pBke}`xw;(7Y zy^@#4IV?1hI4=k$o%(TeviI{r4c_Lhhivf_L9=<}4XA$VB^uw+xp-bNn zha*}@+zNaM}4>!U)fOFW;F z_-je$HO5;YSl0g#wW3PW3h-%wgbOc>7DL87p^TNzBfdwJLztU)a~0UvLh-Ey?q2MZf4=qNwWW3GN)_xOc;Up!rT}jV!%8B10^ zXi`aN*baXAxby{4PpskS@{;-lTF(WVKZ31Np!C_y^b#X?(nKWYzA~Y_u64_gdfx+2 z8>I%r;3LXB?5iJdfo{g{+FgXFTbW`7Uf6uilg`=DMYe#azI66sxYqPy)d#kv)yLM` zM72UHm$nz~w|!SmoYs`r3mg6pZIh-XgXbq@Pf<;GS<|hmYo+`1U1!Iao!yL)yF2@H zp0Q4{)u2|)UwR@szt;os>&*&6q${{p}A!yf-lBH=PS((1m#F0t-7KUM@pc& z$3WnEzDti5kaw3BiT}tv3`*l`^ppNmR{N}arz1WS>$2}{u?#$>h6*P|B`4J?uF*II z3c24{XfjbBx&}O%O4lSvh3*C&WJr#Rn-CPnXJ)Vs8-k@l78RE6Z(oS3Ob0?Ikqr!E zKAB@&8e08w>Tk9_t#~YKi!HwvI*dqYs$YW>2}ea-I*i@-cH6LO45PZmtdb23&C4Z? zu1JhZ*TRL8EH3w@IfuAY5!4}g>>(8>wU04YP^7w4NmLXoi8irho>@FKtaC<~S)nal zdh#Kc$TrbXs0>p^6qO{tEU{QUwT!!Otx?dL+mVI1pG-{Y}5g{)yoYYyFeg8x^vpgRSS^TL>Wbj&GHArI! zeB*TN5~SY`sz){}U_!n^WK(~qjucKa=1ikfxdFoOkA;O;T;?zar4mgEa9O|py zm~oAwV9Mb6223o|*qEh$OibG5M?3G z;=gF`D>?5C6GjI3f2S|_NeC7y(&d_q+Ef0J3T$kE^Xy5C zIXpVv%HVg2prkD#uY40oR0sqxyDI`Ua&E4L*6MeqA1hqclt)QEz}TnzlFad{fU_!h z`8cUFO~K3@mw}~>N`_aSrd56fei0TD%QiIz!2xxhyx%DSXNB2~K|SK4o)lE<4h+a+ zNDRMju-^tD6qUIFE-{Ens6cy-Np@w9LWUA&vV6m5+$~|U0!NhvH3SxD5WT2@$UPd3 z&+85sSBi6*iOtRJIrUiQnjQyFgBRYA?2HlJ24-bdu?3DWF7ECZrZX*S4g)k|DOLW7 z!ie&~1t}lDvh6S(AmN}wjhQMYRFg{{9o}6w-6K6m7(%%v(E$=h=~12H9@#d42Wll_ zM-Xd7$^u*`38`j;m1N#XX*egt@ zYr)w=XZAzLv?ucgS;q-)+J^j%HO2)q)pw3d =A2W?eRr_&#Q_CDzPRPYDkTQBd{oZ(rpI;3V}T5_%sM!utVsOX*7awvvKYnE77rvebyzKgT7FykHnwYl$mDK)Rr>N!Bh& zeqUO!Lv{9Mm3vll$KB@}J>~Eg$~e8zb=Q|Os`QkxRd$lS>?x%(M4ldMUY6|oo`&>B zaBnJ7#=kSDSCy-sI*c%y=lNDW{C;QDzX#UUyJxpNL@r!+=YO^5Y00V#V%58s4teoO zj}+Lu@W%ZZyF4ABt48mV;meoL^nSgZe5;(InT;Pl$g?~cx# z(G}{G*hcl>ctzVqepTSl2CLBACG>RzF_e&nJhj%nAyHA+C!qsPg%jgtpe^!sYT8xr?X!F{1T^GV>Sbw>4A6 z!{WpR-dtwa8uc?8LaZiF9SjxcA_~J<20>&h z8{`*;n5|75WIRg*eJ%K**e*JbR-jhTMHzD=SpgP--!i|)mTv|$r^<-1*t zZ`Dx|#cUPJR?SH7^H3zk+=&V6t3-AOm{E|#06!t(+6U}V9s#Ujroz|Gr&a)<(;`=& zl(gxiN!*(JD>8|q-K9AH^|6+>@ZuFKSYq>{?ZSZtPyT1$lWt4qQ$yRI*pBR%Mw)=I z*st#&^x;o-oyEq4`-~7zoNw+~vc8>;1kZLG*6f`w1R+iI@SSU~IT$d1(#D%)z=4Wy zjDcl%uJzIT9GIaQzzt6Xp5MZJ-+cgiHDBkFobx{|WqikB`5^Qq7 z7|AB!7Q7?%_^73Lu;A1+QrW%w(vCDv+jNe0Us?X(kjQ%62;0-08R|}iV&HyZSoRJE z{ae9~MQ;$Z9br&oK8rc(0jcs^lrjhgkzVkh`u0f_dV`^lr#dYKJ#+Jc-si{}`+Lryu|j05ny~4#V^T&u zAJsJa(qm-me6Xo)*PdTqa-Ws&_M`SdzM%S|w`ag(CLTHJ+O}-}E{O-!#vejqT<(4V zw6(YdKs~U-pft2eOOT?mK?0Qb=gPGET@UraRH%*~zAiK}cVPZg6@Te<1sv_(Q@RV* zj?J(Q;2@CdbsI;w8itM6OJdHXF-u1XF%PrwQBs=n$|Yn{gSV3!%FfD~J#`;=Sf$nz zt95@f!T4pC=SQ^4Y+2O31~!Gvu&jm;^q1Cv#ef*I9T^H>hbupS-;J^|X2e1I=U)L# ziL~EfzyDV7QvoXYmr?2a7gS(`R%E3=7vKo+(y}+R4SWDy3aXuLFa4Je0C;*~dw;>^ z?fD&GB{&R7009A+9uY%n)kEl%aG~A+>yq5eBMv?kdszn_JpR}}|JToa)lxaGBF(%~ zc^DeUbV(z%nc(6TWpNM6z)`rK6R;^JteIb0{hv!_KWgFc1^QK#R;xP*RXjMqvAYe4 zPO$#V=Sm~eajMh{;(r`YS@Ef5Wuaw6Ehy8uXj*?|iLwVsJ*yY&AZ{CYb}1faLfA%u zJXP#J=n=7h=@EngdPLY?dIU3o9>FRT1Zs+w9iN^FS3yipB1Wy5Jp%d|X3#=T`&En_ znazN!nA^NUk}^&?jGlKQ()!#QgHepC7i{X*707%%xd|rG=#y(=ukP;u9n@U(TQZ1T zBn|j(oCYx^I$)ju5=symI91vO@&3-(B`XgtD=L%<&kBQ52KG~1oS`u6pDgVC_vaB0 zSYY~yn6W=?0g;}Qs9BIm$Nt#fzbpg>wHJ&63Zo>oK)yn@ZXVMTLduGkPPP|1juKEx z386e31jVlCOo);&gZfUAh;0w|I)EBbMlX%$L~b(dMmg_qWDO7-qZVOkT+i>FAf^gk zKZ_oZJg{dZ9i*9-P|TF|#}Y9TvSfO}>MuROpfHHEoGR6V1b=5Nmz9R5`w%gMOt-BJ z`T5fkGA&}v*A_nqoBFSurHJ9wpI-`AZwGY)M;Y{#27(@sO8XOe2<8b^O8XR)3Y zMkl3s@=G6YIZvCPg{H3S5rn2mlO>e`oD=UXc#{d$11+EXLtPWY4aN^AJeL*+I-CVy zXN+iZMDxnny{SEWJvySH=$RN=2KYS~NZx?=hcVgahJguNNQ8f6_30u4<^Y{4u6*As z7UveRv}){u8Vt+;nUg(1wJv}#wVMU`_4a|w;LwOo7HYAp07?cB0aYFt_)LI`1dJ@3 zmH|LQQuW>a0Cc{NbcD4be5T?{78}O5FI{Ou@~YG>li;LNv!X0gw3%N@Q7Toms&!6e z_X6Q@C(*GVwd57A-5+TvLfvr=kQ9qS+5}K|$W;;Ao3??#H^~rN*HLnvA zolwKi04M+qAR-D4gP4z-!}{#R`4!EY9c9rYd$3q$Vfe%|yqSO-F__z3H2Q5-E&an~ z%)T01pih66iL7OSM91k;->qH%hCUOJAPVzsTnR%JCL7%&opKD?v_f{m&t%p_3oFYi z|E8W2c0}10g@;f~NS2xmh#cH2%0!p6CT~z923^sV4drvnvZ9GfSjg(wbZmd;grXrh zLeflZ)B`M4gw%O}YaEY4tLAnQbAI<@S=w4zZQl`LJN>dfS2SSCN*s#)Nzd)802bb&z37a z=qJ{>gjGS(EdBOG61n)-2=&~7ya7h&wF7L^a99zfG64H;{|4Y89fn~{|8>U{YtsR8;~v5P1J)RQ-(kdY}P4($cga2DX9nA2#Sm{Aq(gl_4;ce{FC&wZL{Kj=4aG z0&E{7>nDijW#p<6Bc-x5pbyV3VLUahw^oVxx1<5;nU?<_w5rpJWl;La zK>vLu@1J-6Wqp8Ib=v!T^sj-b4=V=8T3J;)|D|JPBI|Sm)ZL}oPpuCOb|)Yq2qr(e zbp*x$FE9u-vxw?2SvtN?pK8DVGQc8h)PK~($|(t9baG_Pe8nwwDFHSSIivR9ay zcp~jLBnGcUvtQuIZUT}N9V$Avc>DJFCGb1sWT-{EpBCVxO%S*t6}sMJiBISme)N^}sMSndXxp8=W-##V#AmemkzB2`WHC#bw&e$Y|> zOhwWxJ{{tqMjs-b`_Gn8P$)|U)YtG&IhqHfhe}+ERX>W1&^|O~>I@GvnYC%ACtAmXMZEK*&R-8FAZ;56dt+^ipE47oOi6H(3Q{` zBioFw8P4HPCUYJVy?cnge_Sr*b6FX^FWS)TC&>;&hmZi^<6toSHU?9#xZnkO=F$H* z3Eu?4?ENF*1%Qu3M~ov+q^}OJZwHVag^JyQruRt5Nq}iW9wE_e5{3S|z*p`+iaG%~ z!Q5l11u5e%CKXq*Zkpns!lWlDoZu{|qK(+2%!C*j3hJIZ0-Qs^X9$u9E3clDSt&6c(x|d*yhE`K{=M+H6v)vFq z1W{8#N&rOzzgB>{FG0P9E$jQKR5l=H*Ew3Ii9$sqzY>yjE@>Ta9}{8IT=U8RO@bo$ z;V=a#x3m5Ler*Sgp}LpEpt=v;rd}6Um&T)XL4dYL-41d@@;Z`LvQ-Qa;DM5V>F+%N zBWT@GE%>})JE{B9(&otK(x&DXq_E4dSe`*6Ww(+a0XXQ_@o7cH1&sj1Z&S*CGFFLj zaj>cdUnGEh%z$;==(=4X_??SdV1LBZ(9Qe++=-Ervsm4d;2TjWA~e~fQ{r|=HDaiI zQnhj(s05UcI`X*JWv5YP`91&j zBF7pKDKQT?I++T*iclBYg?-G_5=8iUr+HJun06oBVaek1-W0 zMZH<*b9SEsUs<-mSXm||qVCU=A?Ny(_7A3>D0CtuND5g=Sit1Sn+;HprixXHz;%x( zyQgIQ+_EC0T;n67R*{#8ld({@0W)z*h?J)8m171{>HhX@3I(({Ib;kp_t6-aTl$hE zVO!VSxFA1}(|MGP##n|81)L1@=sL@?iEdFMmHt7HB+9hG+JkbgAc&vMDJ zU;qkPfLj8x2%NNi;x>eI$*Alwc7Jm$@gn#~;ei|mM}bLuOT0PN?*s?t))$HFe`vS~ z#|EX;mghM*If5qy!Y5@H+iMr(nwy>w$g`ElpUF;E{_{+4b_?qI}X zX7aZ57Y?;-OH*!_jm!W!*gQD|4g07d3ml8+>o}}$u@Gl8*yeK+#H;JaN|uL zKDoQS*pX9J^sY8HaoDh*PB&hah};YY`lRS@vEqi>tv>b$sMe03o#tLI_j&TZ=`OnY z%^~O@{bZ8HZOZh<-E97~wKaM3C)y{fMV$69bQhlqw~z|Ma#G6GJ^{Rgol`oHA5MHL zvQE@KMFSpX!gSR>oqe4=ez)H-3q7+K>>+GV@JgoyiDGp!ik)kAX_xk+=nFa7e*&o}JJpIlwhdn+`c4`$4+c=UR(ER5Rx z)<$tY_s0uoXN;aL3515p_F7dGUBF#9>vz2{zTckC6(sZOMIDh7qg&Pu;=|~sYEgOpF2pYEDZlz>n$`*Zf7FV`+cOFGL@btuf zqRZ75u#Mz5z3UNAOW!+P*>b;L66JhnJ1!nY*MHA0ZqiHNlEHW%q1SqYn!ym&Zxz#@ zTobZL)8~q~1gb{e?c&Z&|5lGz z5qn)Ey?ChTvclv21sC+=LExSnYd9Q#)|oa!sDck-9$6rIfDxh(p^pjHIit>yKmvsF zFAsN(R`dVC!wLOtzJ#qrQO;m;11j= ze7aoX)pmB)W^r1zXu&Js^(WJ=KW69(U}IuPLERr>njGaHOVV?t=?av0ZHeWlwDNFQ zZ}dvv@?B@3I2oA(Bi`^uQ7?Tc-Yia}rMf@%ne*&?bA)^-JT53XdTx@T13;@*_==^n zKGGh#H~YlzBWx%qTlDBB0vm3QSD~J(%U-e;H;xW|UZERrMz3RJ(>?a=5Xh8W1&00@ z^H;NRL-DHYOFq`Q>P6>1&61TI7oF>7$OQBnV;$~><@8^RZBfTU!?WlJFw5)j!+QfS z!}!^BgZ&o7v)Cd_kEt;a*QD5K&o`esmIJ=~_$DYM40xwhbx7JEHQwC0b3T|f!L@Ya zadPX~wvqVj;(X^N5`f8@W4|tz`Z)NN>~igrYO>TLpyh(Xdt;W@^O`zEUa$sM^tS(l zL9grOI$vsNX|BgUTOkmHVGB&lM*HRAA^wjyqR0h@=!95@+2z^+T7cc`YZdr@n>I(A36~>YX^RPaX$;K;GP0UQQ)u>rrT) z+r)7v$PL)7$>9k8QO$i`~Pn;v_?J?S{MP|dTp8&vb?1! z{cx1)2lPoZ4c$J7Y^CS|bxzj_*93S&NYA*ne&fs(i8bBe{?15ON`%g4^8>~{j>&=v zP3qV|Y%~<=%9&P}eK{_?uw@D>HM8bCQ{mg*9w%awI8vcRWZlZDb`ZDD#xqJOR2&q*Gddag)G0^HLeaTlD-XG=Sb76WP=r`9Y=&EOt|+7>OpuKe%c%lg~$9n$&>0!tu@Ii{UW<`lhPOt(c|}a0H^1N zH@_LVon(?H_*&!j2%DWC`vZmIyCBy{6+h`iUj93Z`yXE}$jOxsgAM;j5V}8B%=jC9 zC>VjDvcGpY^?6+PyS-;b$)A<&t#bWV;h}Y!Y7aSBE>R zl{F65C@s96F1_`?|3I&pUgL#}_7-~9vM)E-fjvT@+V&Av|K?bS8*S(mqdzF-!8s47F#P^o2oL zPxSv60bGwxo0roXV`P+<;{YQ&ZXBg4qjSZAHB&8@PX4U@iI`v_;gkN&2TBnykh$*6 zuI**Vc}l~9kR@RFE}!%~=EaHqZoH!(JZF|_7(g|V78``AwuBTCx9+X23_Sz#zGpbACmr$l2Q-) zpqdES`aPC$IFh(O`f?w49bO%9iv#BxGEjA8r6^&&nkpLwut+I#w_aqmI*9Q%Sx{_^ zDn4rBl9YhE-?{S6E(#z4kZXS6%eL5v>9!~k0gm!yVMq|`l0+rUqsn9+PT1A3>aQgh zxq4%z1wfl$BLgVsN72|1pL2V=N24wLRET+sfNa>%)GammOQSf2qqY-%9KUzO=g`l; zXrZm#7VXhOLXsS{n(^q=8^+rYK~}1Di&3+h%ryy;=5ll5&89A7q&7e^Gin@x4Q&Y$ zj7d3xX%j%tXLuqMG5 z;tycKo@F5dN%*sK!|blj9Hnv^@-Z#h@E3TC8%%-4a#~>BRu9IpS0qe84AN=-&|-4> z?gvZ<%qpVMWZwFaJ7ZBi-yP!@xW2tN#t%X^O$j}SIwy?3$n4{OS69hRo7K6L$34E? z|D}s@R0FQ826f8$!#Y^^?0spp1mv4Q)6a~$DmGI*Y9U#zKNS*xWQmLhoHpLH@QPd? z(pW;cFsDNZ91poDBQ{QX6ULoeZ+u$7ey}krD|_hhbcx-8yjyHXVru4u1_?r}0YP8;&G7a#O2MNhChZ~|7}3|TA;NvOXi)e8xjcITD2 zJwcm$+lq>CS?szzkDb}GJ6Anzt$BUNc;-GhN5y&EnMJgue(_0)sdXbLPFO=A*pmHK z_2Xt*Gq8pRs=)^b%KT2Fe>G?WrB7BMXFa;EKM)jyX7}XnH~8|Ht;nOb9jClRlP3R3 z)XkG!!k?)R_N-S|HWx$%=#1Bkju=K>47Y3rUpet}^|^`^&RYMf4TG1Cs>2SV+w5^q zsS9oev!=P%)d6eS@J+baO(&A$w`9RNHp-{pgJQ^SUg!(OZ@*oWr+hRv%gTT^zJ7`1 zka}i%V0kA>o8T4yxU8TRM8U9C1_!S|=>;*XbD&(rSf$%#v=fxi5DGc*|NYRjljIQc zkQc076*(iuOK<`NLdimB8*=}bX31@T*o(@IC7GqSABq08d*(Jts-c-U7z~CE50Sc@ zUSRG=$;$pBNW+U_(9tumwy2#!gMP*RnoYwNNM=9;?|#@s?WwdGR|m3mIgN;{kD3M( zqA)D1MsStZLj||n3xOC_&%vcth93uX%?V|^al6?oCC9fWrO3LqD#{MxSGp+~AsfxZ{>sk8T$MwYSC*wN8j>1$AT`nnOdd=w`! z6f;pXNIFhCZy%axQ)W51;#X-Z%PPOBwelcMPq5@1BB&Xx_J;5wPrUly9(^7@8&jFV zT6c{rct;CMYFn^F1BJhDEppa^!>n-yHN?=Ha2E1W@+U1kme!pW3j_* zSNp-x{p5FZ8{LOTjaPPqSDOipJ-GmRbuP(=DHAS5!KG1b^?Siq&g0<)hVSc@#1AbE z&yK2NjWwVtIeL>gmFy#47R~GKXYo68~J~(8n!YE#t(clm4MG zB72ClS=RutYC9LdI;wbRA2sulnfpLpQ#me)>IW4vUlSMdUT4JO+RDE`>8Wlkm2$z6^JBTMZ)o)PE!c+%WO4(1Da1=<8}kJ*LH#d z6}v;cZ!JPf!OQtQNsggxCn##EjW&7PjbZ`XsF1cQxXq@9+sR`7+NhwmO0bVDi8l=v zu~~a+j&u8Jjz1AHQ(&3+VU2_!_S3nots}Vjh8_A}8uYp>5Q?gK7sW1Qz?o=hnuPkzZ)s~HCZ|nGGsDi(^DWNqs=8CyZr`#}OEWe<>+VKGX z5RnvV&1CkVHP{e5xs5+dD{PQvU-|GB(;+{2NqC~2U`PvIbC3JgV!|}1jbRft1&zM9 z>&vkVFm}};QXG;Z&+?t6Vv7wVbXM){Bm~A+G;?-wa;htJ$}oaqpk#Y18umZ2V;8^8%Ue9i$)wG_MYM zMihFFC{72aEE8LW9w%fuU&9KF@^)ns$8W1idLJtWpwyCh#44)iRd91_-lc*a)G!10 zx@85|9ntq`HhX2?9n{QoCu?oxbu2=#4M7Alh7>LG2=3L)e}}QML3m+t?N&ZfQaaYK z!c*BWD8r#`@B!6=O4bs{^$7r6h_p_jX7#3n+{LRI`F?^x@bl>h-Tl@Y*X7=8;1oRU z6kc>w_1+VrBo3x`$uh6Am{2zNtG-rSvk@c-~eT-j|27iHQW+}!F8wThbI^oj zHEY)>==yM3iHj3|;*u4(@#V7S)pzm`W;o?kr^M`wLm{PgFqHAFfO@t>#}Vq4+8kQv zF{@Wm8x>!da#>9){{HtXypFF|cyEsbZr`?~e>KzO*p{kiXi0mY;mvY{OXX*NX^I?? z%QBTY!<#$Q(l{S`mZqXj-t;(XU)J+5FSwf=<%!WWJ*)*j?D_#YyY}ZBv$tMJBpz;a5=>PqOCGDsU;IU!+O0I0>kkXrAUjZ0*ac-4PD> zJX(MA(JAxWY=?_%H$s`C`gsQuIid7MnL@yhFQ$JLQX z+o4eBUYh;|A2l4|$ukDO9d=63V2UR8=68`L^Vr4;CWsUraEyPah26P8!q}7}$)v%`qE%Q@$1aqs7|`NmIP@6p03sE5?7AL-iy%KgO@Su*!EIs{BlaY#l2Uq*RF z=Y`XOcn*}4o95TG|K8Vp$=UKCE#UEuJzg?mBz1MDV3F{=kfd$=w}Qi34Kzybu%vcz zOl#o*w(vX-J<8&HA54_RlwN_v=%5O+vrSkLegzr~JM9R@ z1r@@SXj6(J+Aq!2Sz zCaQQHt867AkMzPw#Vo3w60WImVYuscN1j;W1X87z#P*2Z!jL{CM=uEg*^!q|&t~*6 zg28BHY>3{2%G7y822Jx?*?2?-Hmx^4rC9G;c~k-_ceB?&-6;tqL>}=$4b9l02u?5*ozNyS#YM615VMqxb#M4VsTqv09mJe{a(>| z?OxG9d-)*FX>g~Ln;VJn=z8VGtGS0Icu8m#>#k0?4 zVkiE{-d5b@w*4^$ChO<<0i6mry#Z@F#QHHmoD^KwE|1sz3wHM#d61VI@`g~>>kzqZ zjJ?ut1%4`f0N^Of|AeDV4bKQV-QUi~BFORd6(B@XsyEi|p6E-g)>gZ^Qe-azF~4^a zSs&ca)*5?QE+|rtOM?Ce;1H%(=(^px* zxq1xVbcYO)Z-Ve>j95GU2a6ihMS{CH_zx(G{y(6o9aR7nCGuaOsO`j0C@Kv26N&-? z`WF<{OmxNpeY*_9VRFhiyqfcaM1lxkP1{MyYw#SY@{4=rBPBlxLYIzHvDYGL(+)TF zLw)GxSj14sv)dzU`X8QM623Jip9DPq#D`lZ`Dzhxc%OiQ9fiwTh*l55ueilsN2CTP3tLGUa%1Vv<8}q z8>8$+=2kL3lW7TE`P#H+1-=LNyuu+lRq{fNBQ^=8mG|raMNonxj?3y`Sqrd#`SjCgl#_qe6SH zn!hm}IMca+?KEfeNyC&)ouL0XaH{fo`({SEF~nJ*5+y(BAy1`A#M{gA-#q{a;RSNO z3o2lJ(QnI<0FLodzMJ?xS9Am>4_&5rPmX0SVxIl#a%A}}t>(+JExYXCR`=K4+w%#D z!|697h-fa?lkY_)InvS%3*i=dMUN)?e_#UIA2~B8DCT&YT7T7VJFd~2U1kEhpl}`o z$G3E*Z=ercK9EJ}M)rDsjA6;kqcwwPzgqj8ZFYWR`J(-u75C5@widUE!PW6 zcVW$64gRLHXx@5T>+LNqfYXoVDSj3E2E}lbQiMj%K4 zz(7@<`xdOX47+DerGZ{T(Hhazckm9^DQrPpc4SoHvqEsIZC2#+<5D4|0nTr# zL7CgVmO}QKtZYVs_STvpB-52#)&?1;Wy#o_GZk=b^VZxh^9IlMz?e<2t&WZsMgES{ zve*vbrP%i1#9jjvsZ*AJegva}f&i83Z{}H|NTu5JH%zi2Ge{ZHH>K zYF8#R61R@H-cOh9m~nJ*Orf)1m6fz!Wl|mB3F61)2`R%RsAZ zJ|miy`~>aPE>f3eA#NI$o34X3wGsiHR{=Io?&0s@R-7y|l_MjABv0cfkNS?IQb881 zrS6KT`~}TU1hc^eI+A-#%BJR5;TI=)yH>=;*Z@%W-={X!z)~XFg3svcnRrRuaJ)b! zEsc>LB5NgPyg=X7L|EG$MZk_S;kVi3oGoe6OBBEteIx8+<*CSV#3q_%{Eb1iROHYo z-`Y#bCwh?AEZz#!S*t;-%eU=O@Kr4rLdhu0^H4Na1ce|PYw1)%=4=ZCouI3s`P=fP zw86vc!-&9sl9t#27p5|Xj|{4#*(2KKXeEG~-u@f0qSyV?0H6DiVZwTypur(Ue=ujl zE90dRLQx6Wz2SYG*Hv5dR-^c3eQOK({q=`jza>bqevzBib9KvXn^Gt!nB8u8cd(4y z)4zCQOMiJ|Fy2`K;|)WQiN6=s|FZ?)M^^`jUGyI3HQ2{ev0qYD+HeynrjKY4g!z4% zQleRrH}|9Han#E4uti*2+&9>nFF}E-Q>piLRpw?u-fBQeYGK5&`+V57X-Vd|KCeDL zULVKh5ldAHb|DdcVX>=-9Yd=?V4T#8+ktjp)CTzw;|l|Qhr9x9^(m(Hv8iGsU%+Lb z(cZR8mtod?g^z?@r>%2Jn4SAsOZe5SN$=*iJ4k;r&(5H; z<|dr)-VQ>1RR+eLhH>rT!M}leC;h&#me-aZ?=w!H!xqa!cACNL(&{Gi6%?(M z=q`p#x_*vBQX=#&TS?JVaZs{w`G4{CmT^(NQPe0PLr8abHzHlq-60^|Aq>*e-Q7q? zccT)6bcsl(zyKoB-63$#;Qy`PeeeCk2WHM;Kl@pGt+hALnIX9j&MCO$5b5*VDa)iX=O3PC+~kR^JUW0NVdB}A7#V)2Yti${+{OU3eOI*8w?-W(*R<) zpOU0EcsnLm`WOLeAF5U*USQaurpjcvTqdKtOFuFV<~fQ&!yz9cXW^0u{X#Xcx5JAd zM{9lGoYzG9*d=KfhFg!>hq20hQG=9YlHkdrhOM5j9cK$EqC&KBI$}%U1_&aKEmrdP$*eq{O@B z_2~;8BRTq@iw$K;w%k2!T!?tQF2=19IXcQ=egX!XPk@)I~kqq-ty(Td<FCfpj@vF?c9(9BT}o)C|en;*)!#HU}JE$x=+FtGfFbBqSti^C(vEN zd-dzTI%Dq^At7c?KoU_WAV|yx8N*TfD%bw@5=&e{k)&vbM=oBoXBv=G9)IDHFkfMS zz18Q+whf`QrQ6}%Hc1F=qnH9GxDmC_IkT3)6;CKcvdUW=eQr?tob21(qC)3VoNaSMKcW*geBY;9M+LzQ5DF zl9PXBEq2kNlQm$SNimmR)ycFXPHhLSAGw&nsywZ3GKR3XF5Sw#`mTpd>MV*?PR_D<#HLE(8!yW`nx&$>jjdDi?IeytVX+~&fZqmi)oiJRS%;` z;=K)?$Yx`f9jKCGmtY4=y?Qq1cgNZ3y48x|d!JdZ@~wk`nBP=yCb1}t|9T0qWp+qD zQpIwecSTfAc6q&(;&`~-KR=aG7uvDC-;kg92@%7W<5}oUNF;czgJ`c=(*z2<86qnBQ)_IW2p2MKQ3kOmzRK<}P&a z8)(fWkx_4ues(*%=XcTP;??l@#rKDNmnU*$`HItD@M&Nx**BAKe}9=sY#;iid)SRf z6bg!s+xCU({=AHQczF4ElQ{6|;Up2YwuvIX$3qTED+A{kl-+8ksth!xuzzC&SN#$&ipG{?CMGmTs$0*@JVdWt<<+G zJ%3WlfJT7vSV(NRyF%KCBt$rT+`eI{%zPfHon)Wib^)V20{YJDEo(AX-4<3V9uc}n z4!Vc3xq1azuHfN=bJS~+*Wh8a_#DyC{*4{=77C3Pys1E;gVsn1LTSc2+6}5iOBkXwgh4)%ttkb#8`riR z`)(6fr3}?96W_$BL`yQI?Z$$jK zC5K5Ib51-nszFx~5SmmnsRtS)?wL^y0cq%F7$mt6>?RMj9aux!&t4w}F2nVtEtlu?nUPbbYr?PIg^oaE-U^$)}`Ln||4Vz^7zIT?pmZU@#KofL5`h+Fu-hMM9Bq=khaZSz>xKFDz`KP_QW9_8^|)_qtv? za@IUXo*z!aKjN2HxCNq&acabka8i+90B;0xXoCo83ohm^Oyn%O6fH`&yU*21EHNl3?}cZDMoL1JnYc%bVzJH{1g;LdRZdx;svzCUB}HJpyk_8T_>f?5 zav!usJTm%l<+t z_jzlTC-|WSB=SLLI7x3?k4B3@5!gITv!$Zrw%o&| z^s@5%t|%XaELhtmS=$i!c=J67L*!!SjE1bZgeF(D=YoP`nFO@qEt|SDxBr^iPHAMC ziBiDN{@k!I43C#HPUWXb?1G=6*7;%R9==*LqnZ}vy$+&5v+gfv4jMFC1o?IenJRV$ zKT4^ar#x^J7J^d?!6A3C9+uI;cQT*rj4?=dZ7OmK!7rttMNb%9cbMTI-Q`!F;Yi@# zC0yHE+wE@j)KDbTJ=%nTXzmSB)!rOVd`T)9_K9&Lc*)B-m%deX{ay7}hewtnxu5l= zB)W%4NfDUXTp`LOxdwJ?kwWk=h=lf9F|P!cM4K!hm5G*acq~lV0)QX|K9G8(LS+lC z@FPF=R;dk;?DA9WW=uU;K>cEt$BVKDPi2PhA|S9pm&QXO(NAGo@$E7`l}aj(929|# zY8NuQ)CRezjjg+YUkJxt%*M5Kd^xjBTf$hayd)f?RkB%ueC815%-a|#nzk`WoXW>7 zR?!6RAH%936V)9xlZIlJ*5oK>W%($s!=t)`T>ft+;{{6)dqTIu|U}NC>=RlN8AF z2C5tdQp<}p4o0)s+?Zo+mb3pSAvF0?x=dHZ@R@@nK8;@ zin=X`b>rGnDdiq3=x)9?wfKG;#F0NNK4*iG+75IkP=X=^1!Ba#(cFEte$*=ak~%;J z>RP^dXmS5IXy6veB6Z6t3jG9pK06X-Y{)>HDsr3mf~6}9!j)Wde@WF37!#no=HP4~ zA+?QCxQ5Oqkr8k3D}Td~TX2s>GOqLeHaaBX#G)EpNAA70UER!)g5nm+=cQOarWih{ z%urYfNlKyB?r&3^cWa1T4*KS*jD_MFYdo|lxRDVf+eWg{jEAyOd@c!gn3Xw#5fEA% zLuLde^E&Dz>`!ApckKg6C^yK18i}-uol(sK1TE`Z?tOR;k#rBf4FOAXxNt?Zk!;#z zEyZyQ@cwW*%p$8BT%O==F|Ys&_Es3m6zK3t@o5lbUa-!(2h7wr>NBl(a6!_b6+M!@xNg|Mf{q_nwj-cE#DC0Azm1#lFn1#kq;hFE~ z6v0*nIWYK)qPWvNgKlC%CLJc?pODEvSYcQ)CE-wAf-s_2$M`)xR`*=3V=k;P9v6qU zg&=c6>hwj+!p$cN6}=&R!c^iIwFp{z#gF`o!`v-fVQugq-*d^B2Pw{k3c!$0L60iE zZY`jS6PICpTT%%AfruJ$C}1){vTxI{WZnZP&iy+3fgvuQDns~e1^vAU^V+C7#@8FD0K)*W zv}ygbsIT;WP{uy!#1WPk9pe57!@HF7-90cY%!u}T(bgP+Wv9c|9MkxA?>?wabo&j! zN=0EAhO4hVIB*>7TPu}|);xTQXLPGv6H13UBOz70`0W*fk(_2h3bk*`j#u38N;;8z z6n;q7gzo%;b3QDo?o+$p7de@XX(u^uj%7z>Eg;8yp)UiE;pMBetjdgn4rR*?!is1o zIrP+MHOwOQLc?=Zk~e8xN*k6xpVKfGUXC|+ZZ$*+)*6@RL2P~}5DG>2%)#3y1b&L_ z6Ta>P_n5U9^a5I>+Jar#)F<x-mnTVxnVHpkLyN~8D^E1Y{!VSVJCaLUZi z9rJ$0+i;9946I|@)2zTSm()F0oBCJud*(D{daEArbTHWDa$d8?GGv9GP;Q8D|4EMA z{_k?+G>t9DLR_KBAzfpnTZPV1vN$yNrL@xRk5XMj5iZ%c!t@OxYtK?0>*q5Z;n;US zxDhjRb-hIBXKF_f$%Pk+S`+{`;~5f+m@zwuP!?rXu#_4C)?7~dA%}X=`5(*Ys9->b z4|8ynCx;3diOa2$VIfW)VY$1R5a>JO&?&&dOyv`W<^T%dHKF=C6l_tj#4ag70vHd` z8+}a>XL3D*utjvGYB#=A-`EghWipbhVHWi!D~_4AKqYP@!2ruwfg>sMH_kT-C`b?r z%jv!NK?I}?eto861b!0cDKMXVC_J{WpP~1DFU0q9<^hQALMJo(>W}FTy4Bx~<7^DGgLP`N_ z_KFZ->DI97y-+~a)t!)5qq%{Yr5P!uzu;xyCl|h|0x$dtQ-vF={6IUSS`<4G329^s zSj@f!w*2KxJiVf6X9?RgRhT9>Yga+uk!QO#VA(X8Kt4!rS}66nr@ApL}@Lu;s0zB)^4-X6xl968}NRm8CBaA zjTVw3Fx$UI#2a(UY?RV6M}cZ8<|@9Q6?^XIUhPHPTF#-MPCqfIYEDrRt`J-v^}$TN zFww&jr}6KU^mnfC?hcpAm3BPXhAq7q3pGokZ>&B7thsixmcmBQl@+QvViRE*umObI zNC1a&M{}eXQ5E?M0V+eX5#i#Tlv9kd9$7?&8;$Pz^4lnN3yCDyENN+(MnE5(u%^b_y+ zb|aolQXg!~E4_C8q6TOX^FK(?N>@J$&L&9P^yUL|%mo)8U^rzi>gY?^8Bh_QK|kWUyK|@Xt7^!^})srq15To`< zhlO~6mKgT=2Wt!wsjApNW^eDlIeJrWr1!QOf4n{Z zQXW|kYQkf``EDKH<0OO30H4uXm>5AF1H1JBZa_M1zxV=%5ejugyO@20A@(c$zX_Cd z@B5(WULwrP@#TZi_Xym%?K)wUUY5rj7@j%kp0RhzF9z`8kYpJtCxx>}VTLnTLx3Mv zK4kTB(1j=SE(+*+N!c6$REJZ`qM&Lrd<_1%tcTeE+O2S~5<#747;eb+&Qws^g2eAP z9}qmAneh0s4$UlZ&m074sc5IQ7xiF26~}>&or)3ZdcD?jB#0QxHX%#Xd1!5&x$Em$ zKu7x!pnqoya`F+}m2o2|$D)aA(tF(t4A(mbAPl-zaMH#tb;j{9K_}Vfr<)ihgYnR4 zJrWdf1fLM0e^G$Py_IObbHWJ-!GB(6T&0&x6t`ioOHgzu(GqZCaAMc2k_ca94CkMT zOZ}{6hUrfyN~>s=we-sjj4gdCwi$uG{nVTh{on|R%|cR?O7xlm=)8Q=)A(gx=QGSm zJ6!;;BJ4jnRN~vhSzrG(==ksLB5BlTh!(L0q?gfM?!2*E z%%YZ-aatNkUC<(0M{!-y=u{xG$NdS4$!4;*ohMNXsG;7r*``^U!+d6j(Jr&*(L1foI>)4?R4H(> z=%wlnVH$My)tgSITwZKmj3G{wN^oNzazOb$AQXiW%Wz?>yL=Ro<__1-CSd6WeDNcD*T zVn*^b`;ce>#C2J+nEfmeFLm9(egn1%8w4n1)PHSIY=+xxjC$esb>*@uS9npki5y5T zXSgtk4}q5Pe%5k6PTW$-=|DSFLYucoTUoQ$%)(v&V<9*)6ryR-BmUz>MWz|-uPkxQ zsAfg-SkiBE%pBOqLc;65Txi5hpJ@wF@~ii2wAe;KdS)t?5NS0qDtI?AWbRu$w6d^0 zlmnbcm7leDi+NV15J>$uDFT>1_=(xg_;!(=m^~C=_K>$Rk`)N95*!iDd(^CuZ^k1M z!vw|`>Dw$OJbd`VId$n8^L1rP4!K35*w+*7-^Uu2HGwXjdq(MX_ zFilVdKAZo_8j84pljtrK*tn?}JMziz;e=YuS)a37$*S!Id_1YRn?f0m!%J*|;@}d;pT2;%* z(euF_h8$HmgD;Z3>aP!W_NKau-W*_=zWBN;vK1LQ9=PF@X?y>$zJ6Lb9pLW+#dv?V z5Y;tB;+POnt$d8WJlrMT0TJTJ$$xa#%k%bmxW4J?s_?*H z@jZ%EhwgugbOTOd{yL90y|*LRK2nHIF0G86<1 z8gy!|?%vMsSbOc{gPp(6(#<=u^9?E`xJ+5bA^y~fapY8_OlJIhtxKhd|9H(u_VwN- z#X8KLgw0$|`GXVvDF2jANk0jjM{|;>p+bH#uH9GsMFm_j_IU9Og)R~2@2iQOm9wrl z`@cq-)07Q|%bYf*8;;MVAℜv{oB^y8=5}r)>EXJAQFv2L8DJ_}Ja__wY3GbhD9c zIesMDSJd++)3*G^=dX3K)u~b&Ib{xH)ap#|=5JKo%6@NR|G7=3(=|tq@?J9TUEZI| z*#U2_p7qpexx5Th@VfHDX)G7mSv^Oc$~fUR9inGy`nO`L&c}^c^mx29KzEmlGULV3 z*EQJuJw_GDES<7xbb-^&)d?5+@+ha5M z@1}VxU&k`#yEtwW{HK)Ab;_Y|KP_v9Q)NW!ts{V zi|b^?e};9Zt}AeK_xx_!&3`g-BEmQciSP5L#m|-_nV<-P=$A*B!b|z zYhtJC@@j91-j27W0VF^Gh{KweM+MD zZ;gZEqkAIh*Qmbl?P}t*ej#3djV~^D&4F?MP=EBnrzLP{LtA`fgTHk{OmT!s+>ys3 zM|o)y_sYC-Z)#I7klB04NM!x@pyC=w$uaBPq0lvUY`m$j8>e&a+^^AkG6s0BN%3~O z0*)^e&DnOyPM<^N7PZ)%hHq*a>{J+3Yf@$mR`aD|#tmssFrN?SNG&pDSUn%XpZlb( zkM-~{PZHKDSbT0nvW`0)M#I^!jVfdr zjYyetc%?Kvc6s5HSEA7>l-q}t&l;3b(>YcZ4TBP4=c-n!F{ve*}ku zM}N0so;JV7G7*C#U!R8{g-)T_(%O*Dt}}u1dam*B<9WE<^h__DXtmp4TC*13>T4!r z38EI@q4LnO6?9RHoqdH%!pD#ootX*hIk}s@`AODC?pbJ^ukI7#%RRCE%>H>3zsn9? z^7l1w?K7KpR!&|XNt(Q*xQg|rvdulh{X@)&?{1cEzS>*ETJX084}ly4%7dA|i=TZV zc_pfq>LiP5NZS1{4Hsv^_i1~0XLgqVFaNoN?HZbx3o3jy)B*LJ?9F>BT(tlmJ#W9@ z@#G6JfzuS|_$I@r9R#=JQCV?OBJU1tDCOVP?;@UtB}eU}(^q*ygKXr#(|g8q2E^2N z1lr5pbAI~SoP8Lz<Suw;Ne^|^fy+w>+9Je8lQ9aw7A6O{p_O9v}vXN?8w0J z%6krQ-HiB;4#}C!`2Z}^&aUG<*V&ejQ!oE6j;soy&gGTl*Goerx#GRZeEU;3inaWt{Qc82LJR-!<-12@!@ge}wa*Wr1wmQVL<){Xo7>{RSrm z)s7A=uYDzf(TyM7(1pi9`VwBv)W@!xl2$Id*oHbLQ$pH}*}UrlISkKOggnxG28Tl6 z8FTcl@&%gI^Ww4~|98B+>BtK0HHB#!M4Dby#+k$Miy#G`Qgl-)#COa5QBj?%(iLpn z*A$&J1qmJJEmJKdUlPUc9;EKk36FnYO1eXy-C5JKs(3CSuOS*l_y-j?2V>#3wkOeq zBNp2P^^CZJiq5|F-Mzd~=mT5juUBxHAqjlr&V$GN&Ci2|nSZ3&a*k;#K}ixByf1T` z6;IB9xZ09^mc^a01Oh&l1D$Om7OUOS>h%Z0yE5B;@!J>qNpL!hm(G&7-nrs*dEU{| z0;aSJ=D6fdRLzn)JECB^3PE#9dYt1{p>7#sB#!U5_wCy+EsV!HWY)0dMuVRf-d_B2U%9++R$s`s2*ms5Z55d{bFa<5H_mQHj5qsVs;LI{h&v)^yxL=T0AkSLzj*gaMhC*DLaKs%~(F@bD_? zri)uQj#+EdCxyYC(7IoiX(Gkq2SpPSLl*BbE;RoNRs-J^!uukf*lvT!ee>@zsA|D$ z;d>R14%NA5^7L#NH<+$Z@91L9<=c@-**=X1KDE4H%zz75m%GXvIPbKhH{Dcv2et!IqtC&I?q+CGQ6q{93PG4$ zN?srGKT?Bq=>#0u zs_8N7R#7{^lr2%h0_n&j%#sTYdR|^b!PeJ6<$I^r-?}$=nH+69L+>c~TBH$Y8}La}ym*mOk89_!bxEH+_V>@2Y;EiRSOGoxO@)NJiDj z)iVF*cCR}2@oS>q4fl_F<(tl0=X2$;&hHo1Q-LS*H@8048f)w6;s@)yszgYi;=JDH zhXsELUBvil|KT&})|O3a`s=7ey>opXS6yfO*T-8vCZqJ-%k!F>L#-{@azC!TS*|nP zfDYj@hsn9xH!BR3Lo-t^^wM8tWZwf%+m1|GFn?xUv~w)J8xpL=x?K+SIBGgHp7uQQ z2~lmRC=AhWd&jN{C3mYlYpj6xjq|}*BBQ|9Cq!MjJk|BB@A@?~|#Iv^Wk;^lh;2^v`kE}=BX(BPd#4-dh*tc zj33yRn~lSo)Vq9$g-HHNeZ_;=Sk525D?0zcpQkN#!sGW6ms)=V&c43< z!`g9#mCydF+4N)HhTq)?x03whl(ASnFNxZl)S-1 zrZex?vwwqYKH6*{MX{m$e%@^T{P#`eUWoWMgMYzj#;xO@d#d(v8?K9w=j{e}4T*Jo z9*cxWvt&rVtO>VCf>M#ch}RY-TTo0}k3prW_|sj^9oBN3f7bA%NTuL}TW=LJnr1OS zF9vhfdak)O(TEDsDEjRyryL6VQ-0oQb*;o8X#SFxo}_W4Sl7C`qw4KHmG&v;>#qI0 zbKS+2ZddNd79zHU{MCFrZ@;-i5Z@!(Im&+MRYhv<8oe0+j^KFSnwH+k5f!gE>|;a>Tz09ANA8^y zjE&5Sbo~Xlg=Jnr``>tP?FQ(}89~B$R@(Xmpmq9`4~}h$T?bbcE2jrvuk?&e@=T0? z=D+~c)*H$o%xk)GzSUWrm3vq8xEjq_9(Yv0kNEABuiDk5%O|fsK=2Urvdc5^W_$i{ z?Rcg=epU4W%j?-sv=6VA(NOOH>KQ~{I%effpZW2N>ZdyeZXdlm%YW4W` zyffdY&B`Zq;D@ZCZifuLREXo`hM0}H!ym%O5~~vRV{09?!!yx4y9ZB#lUJn+XCJ&zU7+ z98|r7zzZ?UaEDKLM?_edT!ueZ%cc^I2Pq+aHN>x%@JZfOf47@~$oP+{XI8iyh)&+&2h54=})<3d_HBbl?p2k~Xf-N*ac}p=<*!WtGe{iJZN@**`q{)~#0$WO=L+l>+`gohM>W!JCY zOYN#8-CnH_ZNUTl`WYR195;9G8aL{*$EUqV-xIBEj1FpWe4lGEQ-3K(Ol;20U=9Zk zL`CZ7agS6{>-YY5iJ4qjut2ZbVOX%KD)D(4`t{6A)RQgZ%F%Bu0t{x4i`QhX;3^m6J5ktH;9uEzTca(zcr|VmO(d~V)EA_%oi6bU z-mhP6%+3z@Ih0_`^A9$g{X~er(Kg43!e;#>xjW4={3MBgak68#?wL!psnK|ke<)IC zRn{UXc8)2=ReHyw<3v%wLT((<8_eeNO*fCJ(jSZ1*8o5Gr1C8Qu47&dbibr-|3T7i zr6)`ZGIvrR!p9LCCn=0d?SJaSiR#`)C`N-7T=#ZJUkTd!6A-lLZVW7)Y*BF{(ckud zd!6`gJ4A5@0o}J+ej|+J9$Nru82R5tW^(S5KrJ1*OB$&X$rPj6C=&GpnU&flXXRXJ z0r_eBDvgO$7PB!3rRm2+N}#uWHY#TVi&uD{*jk&!b60fI07VbUlI|wAdIM_Aj zJ*r|kH)E>E$-o6p7TRtVeqDAc@(tYxYylgJLIm=5AaEB+!9 z5PgtP9JY2B=8%Y5?7_tiS!>u1`HaktFofG^te!0XXQ&#DDE=w0PYD*(fKZD){^qh5 z?WuM9EH`hdir8_Yg7bmB14ulO+`;=VB5FN!=c@Z!)c@GS?6sfd6BS6l86~3sjb<}U zR08C-=sANMYOU?KQ=SF**=!vr24l~U%FWj)Y{b$dD5@!CEVRQSryf&mWp-(3G(Fge zO9Ust#U|9INpR~)bn6PVsj$)~$2ElmW0@f)aN;0+lUBzm!msrOsNg>mGCu|F9UpAD z1Hfgf0iu;xK`rB@*N?;oqP-4Lyg|SM#`O~G)=@Eu!wU$OXmK1_ScVN+mSl$9OwDl1 zO3f0sD+?hcO&~Ux>Mw)dRm_BAA1gM>PHSB0uldo!*LTY<`3Q(;l-(Da#eE%{#On}Z zR0lYkwaL3l3YN81S%s0B^`eVCER-px!$bf z#{3~9HZ*hW$z4F;ZZs|;kXaZS&4G#}x)J3fN&BD*1Rh07bUESN~(QXPX z*6+x*-G%fV5V@^gJk&f!esH5ssIYS0y^$FXRtFZEnPo^FKr)DqZD|1mnjkX-?kY%j zZCkZ+iRTj3OB;s$ufYBRK?MSr|9C>g_YsC$j3&kuYreT86d1D2lsc*V?@vH9=jl;e zF`7{w|2Bl1t`jbvD@(*QsQLzh7sd%s%2mg!wTMd*a%PlHsx-?>9Ac{(ZW`OL74`E^ zQ3zrOR$VO`UM%v_DSii9!HE6#TO6T86__aOBY3zQ9i5sfpudg<1g38t%?`_~->wtx ztGq$82L69M^dw&r|GRwEAj?QCoZaH|%fi-}mBJYn5a=F^*WF29TW6~@`Hx1jaEvA7 zh<@a87RbWD?fnF*eItD>2XsxJcevVNjDJ0-lIP;G(%ioeh(4+yRuIoY1)2x0_Z@k8XFW*Jmr< z_}$7I3NpYBJoy50X5;QBK2Yxh^1Ad@mBV&*`ZgH)yQULn0OAVK!mj3bTKC+R>#bbK z1z|=3xb9^U+QN27+cfBFHmBJWe;uPZoBt{apU|N+=7`SKn`A)AO(Kmd#Itg`l;uib zg=ih@RxtTe(Ln~cgw>Oc*M#{k6wFoDLI78g%&CyvxaCJL`@}bb?2zswz`-aJ$=D=Y z^U)4|lY25R|Dt6yUi*gv^Soldsb{<2{N}gxBC(m1V0*4IOhms-X1a!eaQBgGLJwZ~ zpWq6efB*q%I|BvqnXUndU@%>iZ$*n`)vVEcoK$*-PdYJM`^m-tCI9RXTJMuGysQH(!md5K;%yX*JR&`eFSuz;;l>W?$#H_Q{Fk#h z?cW!1dj7{F<9+{EH8c9bnouH#G{}yinu%vf6ODLD;*i-hOR`8F<#1%!vrg@8D%yN& z`@F&c7k$pveZ`ljbB$q>sI?z>5D9&KfDERdk|!V+0JqzJL!t`nV`^ym5u5)4%lOZl z0P+40B@=pMdBGb_@BdSRMh3_u#Ow{k%ycxN9U%)}YJVrBJ0*^TyBQz=l19+vLP*;u zkPDw7c05NGgCVxOAX+T`3rQM<-Zq(`!fK%znaZpsa{BF6(y?XT5@**qnvgzpW5N(C zJ!Z9JV{BXnEZ*V*v<%~8o@$&I&oIK($qO4ngM{RShSa`6w1c)p^g$ElMASaWgHIF` z{PZHD;r}LMWGS`kJ>nQiDOZ$FCRhmq*Za_friH!p=|^a2(!@V!nT2CYJqT18SJJFs zFt7p2of2{Y4yp*`+u)HVMAC`(3V1@Rgaz=Gz|wT31I-STF9i(X$WD{r`Wu}`r5=M& zHCx9AtY^ANO^?c+2L=2r z`#07!6yKzDnXcad{Or3xXhJ(BIoJRWkJd2YNlt!5b16K9s!)9sV&&JveiH)ov!C_b zBjDhSRbRACyencv-R-hSH}FFV@vzHtW@R#|LP`0=OEAxB^c~+19tl|)uP^l3lZ0Up zv@Z;$(?+yoR3pgE0&Sw!3e9~JfB}tR18xh@ z(?se!Y&oPbhNnDxUFk&T=n%!KE=6d?!l|7K7t0MPOCnNQ-<$eFdyTq)Ac5K0lJP?B zN`^6_5u^@n?`G)QH-^Kloo{ReMGg>l1E!|&CkUImjfO8bs~F}X|4T8fUwHr2FRTOk zt@-FVRk_<4hGw`2EQrw>jrcOtaBcR6?7Qi12&RSO6MTL|allyuevz=-p&1U4VFp9) zK?D7M)-MRMqNq}ILR$!|WpK}Fzm#H71{*rOje>W@b-;~OXp^bhTllQKK^SyJgOM(h zoZ1NDO61tympOMqv9!UoX!{4-AQ)_$Kv8g^RXK3LYm3_b|Cc8_f zAa>^T;p^Z;!^oW+-&g`rhQSP4+!HBfVg$O|(GebIy&Ocn0VK?MX0)Pz zQJe%_!m5y)!Envm*%3Zws}s%qIgLICEeu3iM1~TBgg^2)3T7SQNesD_n}dJ?Lo2^z zxnoSP3JQaG79v)N={glj1y>C3voxb-V^?GQ|9;kjYlsr`B_F{aDF*izaWLrQ1Y6${ z?IVpLoEje`x=_UnaSt(;PfBqd?`<66VcIZCNU!m8+8vrzo?}p9ESR@88 z2ob6rY}PZ3@YtgJRViNbF^K5RFX*&oD1~sX;Z|99Yx53UyUZZZ3uaOS9Vb^Z*Kv=V zyL41qoigm^u>Gq|LO%UdlPo+_Y#?e8Q|#Agpq{6A&4GB~=4UjC+e(rA z!Wdr<52fWq>6&o`v3Si$fU~i4t(XyNOUgFVmH>ZX8pPaPho*{r&j#3Tu10To`O67C zaYaq?|6RoFI;n%Hl!ilO8V~<-;6T8U---JFfdFvegS$HmvPU}6Jq*r|l8ZpYbZe(qBxczHQSd?xD#tvb78Ul^q zlSy$arT5NTl^UBdK15l?Y#>CNcYo-hi?FilQC8s$YWRU2&3Qu%>ju^ez5$&Wy#=p9 zL5SEnLGJ`!6CW3>NqFiO1T~ueYs7|uMr=^dDpcXP<77X%Cz}WegT(+2>}(a>r!YZ8 zH)Tlolx$!Ha{t#>3?Wq8d}g-l8%}kZPN|Cz*FBbLuyW@>nsNn&_N7ib#M47Fwb_LM zVXq#qztq=L{JgUD8+k4Polmk~Fg7VM`H z=+x*Sa z1blcjCv{5-=fnpAh*^YtkJ6e$t%r$GmB)>ZQhHicLiWPDOwEas3Eol}W|sNMc8#Gd z3-m8s8hX9xMx}7tX^qiwlI{mVvD*y9#>coj2<6Z1?5cNViUeS@g3uzM8`JN%gA}mQ zE%jj&vv}`$IR1|b9l#6lqEC$buhg{PJu~i3W{H7uwTdE<*#ebu_sYmbM5s0b|3CS& z=_d+00l96Vnemyz0fr%ki}*Ju`>uj57d;xsR6A`(x zI#H0u=hs7W|HF$TD-o?dS=&_D(BoNI|4op;LbEcBz9(SRQ>TDALJ`_Bsu#oZd9Z?rD+$(=zTY*2c^kC7cd4U)`(5BR3PCPvVH(?fu%B-uJubP3`CEEdqabllS;DNG%zL1b1G@g*dXx@@LW~Dx@C6&L5>= z)cssL5J+XGD;d#8efj3QBb|M7GCv)|n11D_@Qt5Rw{d9_ze^|NQntrp={Bi%R@XbomkCA#%tQtRP ztcZGsw!0X(B@S^up6>ISCU!ZdshF^2_E~DTd~l>>%BM=6Z1|Z@HN1mSzjXYTKXabW z`cee#usZhaFl2y9?926t>ROsy{ zxQ%_GS0j8!m0x?-BN7+TLDlK-fzfUFW34j3&+h6Z3fq>)|2%sX_rJ~_E&e^|*d|J> zo$Y#4Q$FCMMz-g@0B0=>zld0XC=CCKKx!CuNGeU?H?`7+Ev9C+xTt>Asb0B2{n?*M z=h%neIQnZhQt4PCzm>iJPLS1k4hgirvqa@rig8LzsY|y>RNy7YN~IOE%yQqk>hx%R zb+aK3_dadO|NIYCAn*@4f)>4lt?BjE=TsT<3I@K= zJM?UMR;8&nM#4LJ61C~gchj;C{uc+%l&;bFoch(i$9eTWuY~tj*2N3fCttpL_xcy2 zRWWe`UM?$wqtnFC2pnDQ@b$mHiiDh2{g%`Rp5<=kbB^eCDtp}+*K4+*EZ#tGc2v7| zDc5VAtHC6z<3242lsV&Dc*kz#Zq4y`KR0eilQXXLj`~`!JqusGP{9*Eo6Uni+j8}H z@$_w(dN{qP@A`Ww5Ua}h_q0m5gGKLIfF5OW4JGN_(F$wX5faBaR6g6LafM;Yaw7O;Q0&V%l z!zCiiqyFS76sU9TK2)s4W)D-$h@p93J(}cx>`JBff4HtbprxTQVQE)Xz|>}{-8Cb> z|MU0Uxg`g4QyWz2SNyP+pt8nTeYiz~z(nxg5Vdo-RoZyvcxIVqeY)Z8qmR#AZPG^r zU#vo6eGb172aF%{B7y_&BJPgkuHL1ag0-+t{1Xnh{#=P0@8?_xA}%ldI28&kYxhGB zIz`DkrP#OR^1|;)J+cnC?eN2jsQX!Z)LlVVbK~zC*?vn-wqMR77S;YXVcYhCY6WVS zBglJo_ck@vE6DGi16EJ`J8aML^85()&$kC|m8%bDF0_f#Y;sU zZWRx`xmn3TN#ehs#~JDfELArB#MB*auCTjYW>rbaL2_Q|n3;E*ot-P_CDr-*8Hs>v zh}Ao3NBb?Bcn@?q_KJ`+dy z7ps1`J9@8rRg$Wy*L;=Fo72uc`M1-4jop()Dt4RGeExg=>AZgP)vJyN_`0aXJnzQ! z*vAtuNsvgq3xq>c)$S>M7=-HXPB)yDoA+jSQJ--|!hAy+DiKfk`JKffMMy8irL5FD!@I35JSNq^BIw^S+)`iGmk zfeJnPwyshHV#z^5lF&#_rPRf7sY0sS5F3e{x(?oV_0m>8w$WGBgKv(1y14q``26DL zv^}kdJ+pjzC?)5bLf5r}TnmAGiVb_HGjJo+VhUBMU228NbE|((Sx*<&NLx4ULr;JI zqc5*cf6Vop<#S_1r#HhoM6T+(3eE$#?4?Qi+*XpqHtK|x%IB0^s?JUjNqS070;{v3_uz zPn)xHe0^5R;3s^S(4mWCh&DkV9tbRCq;(NoTx ztD^7q&@<0<9)B#|(B7QBF7N#3aeZ-d)tu^qi>u>n{m0!1u-EnEg}Jn)smX&*cy!PL zlpx6mmn+vm4FoN5Y+Phrf}zc&!nUN!bryKPF&A$Um9MW(U%#7&alb#_mzInAZUZm( z(*3PU+je*QvD|O*KbId*ub0|CCe)>dtqUnvR8cCajfsMK2_b;5GNOYjr^T>s?{4wU z(9Wp0mHONGHk78Vbe+{Y=1rwv-6Zdu)MkjT1g4OvPAU6t%4@xE>)N&wtSTUamAC(G zz8>N@T@}-DA_ru37A9nwkV>RB|u2Gg+y2sylLER^>|FeH` zQyS5)t)z865~_4-gGX1T+82f@>WZvX&`8q#S7D%>n!19>r8GqctG;{kWv+ivLtCX= zH4Jud{eJ#Xfc^04n5()Z;YOvV4m|2jeO-cQy?Lz?P-9 z+>UvHyJt2&hznWvps zy?hi&=%%m&70i$@J7jLuyXLk;6{?ZikX+RfodGyhhzK#&K^Il<-G#d;l8AL|9oMO8 zN=+*Dpw{hKC_!jS1)Tr^(cyNzjMMq&wyB*e=EgaS)z*rnZDR7I)0cfyB`!i<#VvQs zt0_93Q9M@8MPJB^igK^|G`c8BS6p$>Y^F%w+fu`->W54^(8;mZ9 zYVr>r}djCP`=;7Sy)VF%(QhkQ+ugdkEzu%qv^>FN)|NZ+TkQ3-quKq6J zyTHen^|7ks+rJ-we}3ELguT8zJsT?2eP7o{pZulL557H8Gx@|F({2A>@c-#O9Dh0- z{p?8ZQr*|VRRv%F(8YLMo_5Xy>FDC!u=bgb-&MD&()+Bt1)%)lS9ce7`{ldW<#n%x z-X8wX)6P;~=y%+Y$8}LB>dW)yK0WUbr)OuU-5u3@QA6>>>m;W>tZUJsB44%xt37z0 zpzr?K-QVQ?Z~ors&vjicdnl%7gFA5OsvPC-bBEA${8N|g@?Yir=vsaMew%j>Ir{SR zFOROu<;B&_KkG?X7q{QPy1czPI(@Cy(2wPH=aHVPuDU+TH$x88QLA>s(M5aI>QXuy z9GRn^^dU!8d2?~Dld!avj?OPmugl5NuddX`D_2A6-qpofp8(X}o}C@%%gdu)nd%$7 z*7rQRE?tk&n{qO&lKuvN?q9C^rq5qp=o%ho^CJ!Yx!PBa8Vlv~AMtMeALo2rxs(6A zzBpgnI{m1eUSGULf$seG#jDe98@%b9QRnV`T(t-wn+Lk~&+I^Vj+!1s zo9rDm4%G|8#37+Gu1d0zVFc`KYzn+G9KB8)2BQqQ<-w0S6cPvR)0s52G$d2ODV zC>-z6M@dmPPlugvvTf9C2x>W?3sJ9RCof@QUYfq~YH9`O*e!AXodyyQ&PxY@`2fMW zlsvwKY1vfUJn6)Y)Hd!UsL>1%b=SDa(fbW1hdSkyf}natDZ$(3qE9