From b59c5579d80f0947d3a6a300b59db15d7fd74781 Mon Sep 17 00:00:00 2001 From: badisa Date: Mon, 29 Jun 2026 10:40:22 -0600 Subject: [PATCH] Add Summaries for ABFE workflow * The workflow is experimental and this summary is simply a snapshot to inform future development --- summaries/2026_jun_08_abfe/README.md | 13 +++++ .../bayer_macrocycles/brd4/README.md | 33 ++++++++++++ .../bayer_macrocycles/brd4/dg_plot.png | Bin 0 -> 53503 bytes .../bayer_macrocycles/brd4/dg_results.csv | 4 ++ .../bayer_macrocycles/ftase/dg_results.csv | 2 + .../charge_annihilation_set/cdk2/README.md | 33 ++++++++++++ .../charge_annihilation_set/cdk2/dg_plot.png | Bin 0 -> 57293 bytes .../cdk2/dg_results.csv | 4 ++ .../charge_annihilation_set/dlk/README.md | 33 ++++++++++++ .../charge_annihilation_set/dlk/dg_plot.png | Bin 0 -> 53388 bytes .../dlk/dg_results.csv | 6 +++ .../charge_annihilation_set/egfr/README.md | 33 ++++++++++++ .../charge_annihilation_set/egfr/dg_plot.png | Bin 0 -> 52479 bytes .../egfr/dg_results.csv | 6 +++ .../charge_annihilation_set/ephx2/README.md | 33 ++++++++++++ .../charge_annihilation_set/ephx2/dg_plot.png | Bin 0 -> 55314 bytes .../ephx2/dg_results.csv | 5 ++ .../charge_annihilation_set/itk/README.md | 33 ++++++++++++ .../charge_annihilation_set/itk/dg_plot.png | Bin 0 -> 53827 bytes .../itk/dg_results.csv | 5 ++ .../charge_annihilation_set/jak1/README.md | 33 ++++++++++++ .../charge_annihilation_set/jak1/dg_plot.png | Bin 0 -> 53538 bytes .../jak1/dg_results.csv | 7 +++ .../charge_annihilation_set/jnk1/README.md | 33 ++++++++++++ .../charge_annihilation_set/jnk1/dg_plot.png | Bin 0 -> 50123 bytes .../jnk1/dg_results.csv | 4 ++ .../charge_annihilation_set/ptp1b/README.md | 33 ++++++++++++ .../charge_annihilation_set/ptp1b/dg_plot.png | Bin 0 -> 54488 bytes .../ptp1b/dg_results.csv | 4 ++ .../thrombin/README.md | 33 ++++++++++++ .../thrombin/dg_plot.png | Bin 0 -> 53929 bytes .../thrombin/dg_results.csv | 7 +++ .../charge_annihilation_set/tyk2/README.md | 33 ++++++++++++ .../charge_annihilation_set/tyk2/dg_plot.png | Bin 0 -> 51807 bytes .../tyk2/dg_results.csv | 6 +++ summaries/2026_jun_08_abfe/dg_plot.png | Bin 0 -> 68399 bytes .../fragments/hsp90_2rings/README.md | 33 ++++++++++++ .../fragments/hsp90_2rings/dg_plot.png | Bin 0 -> 55091 bytes .../fragments/hsp90_2rings/dg_results.csv | 7 +++ .../fragments/hsp90_single_ring/README.md | 33 ++++++++++++ .../fragments/hsp90_single_ring/dg_plot.png | Bin 0 -> 57273 bytes .../hsp90_single_ring/dg_results.csv | 8 +++ .../fragments/jak2_set1/README.md | 33 ++++++++++++ .../fragments/jak2_set1/dg_plot.png | Bin 0 -> 58298 bytes .../fragments/jak2_set1/dg_results.csv | 11 ++++ .../fragments/jak2_set2/README.md | 33 ++++++++++++ .../fragments/jak2_set2/dg_plot.png | Bin 0 -> 55358 bytes .../fragments/jak2_set2/dg_results.csv | 9 ++++ .../2026_jun_08_abfe/fragments/liga/README.md | 33 ++++++++++++ .../fragments/liga/dg_plot.png | Bin 0 -> 56722 bytes .../fragments/liga/dg_results.csv | 12 +++++ .../2026_jun_08_abfe/fragments/mcl1/README.md | 33 ++++++++++++ .../fragments/mcl1/dg_plot.png | Bin 0 -> 55078 bytes .../fragments/mcl1/dg_results.csv | 13 +++++ .../2026_jun_08_abfe/fragments/mup1/README.md | 33 ++++++++++++ .../fragments/mup1/dg_plot.png | Bin 0 -> 51613 bytes .../fragments/mup1/dg_results.csv | 7 +++ .../2026_jun_08_abfe/fragments/p38/README.md | 33 ++++++++++++ .../fragments/p38/dg_plot.png | Bin 0 -> 53273 bytes .../fragments/p38/dg_results.csv | 7 +++ .../fragments/t4_lysozyme/README.md | 33 ++++++++++++ .../fragments/t4_lysozyme/dg_plot.png | Bin 0 -> 62318 bytes .../fragments/t4_lysozyme/dg_results.csv | 13 +++++ .../2026_jun_08_abfe/gpcrs/a2a/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/gpcrs/a2a/dg_plot.png | Bin 0 -> 59718 bytes .../2026_jun_08_abfe/gpcrs/a2a/dg_results.csv | 26 ++++++++++ .../gpcrs/p2y1_meta_sub/README.md | 33 ++++++++++++ .../gpcrs/p2y1_meta_sub/dg_plot.png | Bin 0 -> 63586 bytes .../gpcrs/p2y1_meta_sub/dg_results.csv | 21 ++++++++ .../gpcrs/p2y1_ortho_sub/README.md | 33 ++++++++++++ .../gpcrs/p2y1_ortho_sub/dg_plot.png | Bin 0 -> 63679 bytes .../gpcrs/p2y1_ortho_sub/dg_results.csv | 13 +++++ .../2026_jun_08_abfe/jacs_set/bace/README.md | 33 ++++++++++++ .../jacs_set/bace/dg_plot.png | Bin 0 -> 60721 bytes .../jacs_set/bace/dg_results.csv | 37 ++++++++++++++ .../2026_jun_08_abfe/jacs_set/cdk2/README.md | 33 ++++++++++++ .../jacs_set/cdk2/dg_plot.png | Bin 0 -> 57367 bytes .../jacs_set/cdk2/dg_results.csv | 17 +++++++ .../2026_jun_08_abfe/jacs_set/jnk1/README.md | 33 ++++++++++++ .../jacs_set/jnk1/dg_plot.png | Bin 0 -> 59614 bytes .../jacs_set/jnk1/dg_results.csv | 22 ++++++++ .../2026_jun_08_abfe/jacs_set/mcl1/README.md | 33 ++++++++++++ .../jacs_set/mcl1/dg_plot.png | Bin 0 -> 58422 bytes .../jacs_set/mcl1/dg_results.csv | 43 ++++++++++++++++ .../2026_jun_08_abfe/jacs_set/p38/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/jacs_set/p38/dg_plot.png | Bin 0 -> 60015 bytes .../jacs_set/p38/dg_results.csv | 35 +++++++++++++ .../2026_jun_08_abfe/jacs_set/ptp1b/README.md | 33 ++++++++++++ .../jacs_set/ptp1b/dg_plot.png | Bin 0 -> 59277 bytes .../jacs_set/ptp1b/dg_results.csv | 24 +++++++++ .../jacs_set/thrombin/README.md | 33 ++++++++++++ .../jacs_set/thrombin/dg_plot.png | Bin 0 -> 57299 bytes .../jacs_set/thrombin/dg_results.csv | 12 +++++ .../2026_jun_08_abfe/jacs_set/tyk2/README.md | 33 ++++++++++++ .../jacs_set/tyk2/dg_plot.png | Bin 0 -> 55702 bytes .../jacs_set/tyk2/dg_results.csv | 17 +++++++ .../bace_ciordia_prospective/README.md | 33 ++++++++++++ .../bace_ciordia_prospective/dg_plot.png | Bin 0 -> 62638 bytes .../bace_ciordia_prospective/dg_results.csv | 10 ++++ .../janssen_bace/bace_p3_arg368_in/README.md | 33 ++++++++++++ .../bace_p3_arg368_in/dg_plot.png | Bin 0 -> 62345 bytes .../bace_p3_arg368_in/dg_results.csv | 22 ++++++++ .../janssen_bace/ciordia_retro/README.md | 33 ++++++++++++ .../janssen_bace/ciordia_retro/dg_plot.png | Bin 0 -> 61313 bytes .../janssen_bace/ciordia_retro/dg_results.csv | 33 ++++++++++++ .../janssen_bace/keranen_p2/README.md | 33 ++++++++++++ .../janssen_bace/keranen_p2/dg_plot.png | Bin 0 -> 60136 bytes .../janssen_bace/keranen_p2/dg_results.csv | 13 +++++ .../mcs_docking_set/hne/README.md | 33 ++++++++++++ .../mcs_docking_set/hne/dg_plot.png | Bin 0 -> 57901 bytes .../mcs_docking_set/hne/dg_results.csv | 18 +++++++ .../mcs_docking_set/renin/README.md | 33 ++++++++++++ .../mcs_docking_set/renin/dg_plot.png | Bin 0 -> 57749 bytes .../mcs_docking_set/renin/dg_results.csv | 30 +++++++++++ .../merck/cdk8/dg_results.csv | 2 + .../2026_jun_08_abfe/merck/cmet/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/merck/cmet/dg_plot.png | Bin 0 -> 58789 bytes .../merck/cmet/dg_results.csv | 25 ++++++++++ .../2026_jun_08_abfe/merck/eg5/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/merck/eg5/dg_plot.png | Bin 0 -> 59953 bytes .../2026_jun_08_abfe/merck/eg5/dg_results.csv | 29 +++++++++++ .../2026_jun_08_abfe/merck/hif2a/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/merck/hif2a/dg_plot.png | Bin 0 -> 59122 bytes .../merck/hif2a/dg_results.csv | 42 ++++++++++++++++ .../merck/hif2a_jmc2023/README.md | 33 ++++++++++++ .../merck/hif2a_jmc2023/dg_plot.png | Bin 0 -> 61627 bytes .../merck/hif2a_jmc2023/dg_results.csv | 39 +++++++++++++++ .../2026_jun_08_abfe/merck/pfkfb3/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/merck/pfkfb3/dg_plot.png | Bin 0 -> 59795 bytes .../merck/pfkfb3/dg_results.csv | 41 +++++++++++++++ .../2026_jun_08_abfe/merck/shp2/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/merck/shp2/dg_plot.png | Bin 0 -> 59997 bytes .../merck/shp2/dg_results.csv | 27 ++++++++++ .../2026_jun_08_abfe/merck/syk/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/merck/syk/dg_plot.png | Bin 0 -> 57227 bytes .../2026_jun_08_abfe/merck/syk/dg_results.csv | 47 ++++++++++++++++++ .../2026_jun_08_abfe/merck/tnks2/README.md | 33 ++++++++++++ .../2026_jun_08_abfe/merck/tnks2/dg_plot.png | Bin 0 -> 58919 bytes .../merck/tnks2/dg_results.csv | 28 +++++++++++ .../miscellaneous_set/btk/README.md | 33 ++++++++++++ .../miscellaneous_set/btk/dg_plot.png | Bin 0 -> 56807 bytes .../miscellaneous_set/btk/dg_results.csv | 7 +++ .../miscellaneous_set/cdk8/README.md | 33 ++++++++++++ .../miscellaneous_set/cdk8/dg_plot.png | Bin 0 -> 59354 bytes .../miscellaneous_set/cdk8/dg_results.csv | 11 ++++ .../miscellaneous_set/faah/README.md | 33 ++++++++++++ .../miscellaneous_set/faah/dg_plot.png | Bin 0 -> 57744 bytes .../miscellaneous_set/faah/dg_results.csv | 25 ++++++++++ .../miscellaneous_set/galectin/README.md | 33 ++++++++++++ .../miscellaneous_set/galectin/dg_plot.png | Bin 0 -> 57467 bytes .../miscellaneous_set/galectin/dg_results.csv | 27 ++++++++++ .../miscellaneous_set/hiv1_protease/README.md | 33 ++++++++++++ .../hiv1_protease/dg_plot.png | Bin 0 -> 59834 bytes .../hiv1_protease/dg_results.csv | 14 ++++++ .../miscellaneous_set/malt1/README.md | 33 ++++++++++++ .../miscellaneous_set/malt1/dg_plot.png | Bin 0 -> 58104 bytes .../miscellaneous_set/malt1/dg_results.csv | 17 +++++++ .../scaffold_hopping_set/bace1/README.md | 33 ++++++++++++ .../scaffold_hopping_set/bace1/dg_plot.png | Bin 0 -> 53757 bytes .../scaffold_hopping_set/bace1/dg_results.csv | 4 ++ .../factor_xa/dg_results.csv | 4 ++ .../schrodinger_macrocycles/2EP9/README.md | 33 ++++++++++++ .../schrodinger_macrocycles/2EP9/dg_plot.png | Bin 0 -> 54146 bytes .../2EP9/dg_results.csv | 5 ++ .../schrodinger_macrocycles/3RKZ/README.md | 33 ++++++++++++ .../schrodinger_macrocycles/3RKZ/dg_plot.png | Bin 0 -> 57187 bytes .../3RKZ/dg_results.csv | 8 +++ .../schrodinger_macrocycles/MHT1/README.md | 33 ++++++++++++ .../schrodinger_macrocycles/MHT1/dg_plot.png | Bin 0 -> 52668 bytes .../MHT1/dg_results.csv | 4 ++ .../schrodinger_macrocycles/hsp90/README.md | 33 ++++++++++++ .../schrodinger_macrocycles/hsp90/dg_plot.png | Bin 0 -> 55652 bytes .../hsp90/dg_results.csv | 11 ++++ .../2026_jun_08_abfe/water_set/brd4/README.md | 33 ++++++++++++ .../water_set/brd4/dg_plot.png | Bin 0 -> 55569 bytes .../water_set/brd4/dg_results.csv | 9 ++++ .../2026_jun_08_abfe/water_set/chk1/README.md | 33 ++++++++++++ .../water_set/chk1/dg_plot.png | Bin 0 -> 56815 bytes .../water_set/chk1/dg_results.csv | 14 ++++++ .../water_set/hsp90_kung/README.md | 33 ++++++++++++ .../water_set/hsp90_kung/dg_plot.png | Bin 0 -> 56491 bytes .../water_set/hsp90_kung/dg_results.csv | 12 +++++ .../water_set/hsp90_woodhead/README.md | 33 ++++++++++++ .../water_set/hsp90_woodhead/dg_plot.png | Bin 0 -> 56483 bytes .../water_set/hsp90_woodhead/dg_results.csv | 5 ++ .../water_set/scyt_dehyd/README.md | 33 ++++++++++++ .../water_set/scyt_dehyd/dg_plot.png | Bin 0 -> 58782 bytes .../water_set/scyt_dehyd/dg_results.csv | 8 +++ .../water_set/taf12/README.md | 33 ++++++++++++ .../water_set/taf12/dg_plot.png | Bin 0 -> 56509 bytes .../water_set/taf12/dg_results.csv | 9 ++++ .../water_set/thrombin/README.md | 33 ++++++++++++ .../water_set/thrombin/dg_plot.png | Bin 0 -> 59668 bytes .../water_set/thrombin/dg_results.csv | 22 ++++++++ .../water_set/urokinase/README.md | 33 ++++++++++++ .../water_set/urokinase/dg_plot.png | Bin 0 -> 53411 bytes .../water_set/urokinase/dg_results.csv | 5 ++ 197 files changed, 3166 insertions(+) create mode 100644 summaries/2026_jun_08_abfe/README.md create mode 100644 summaries/2026_jun_08_abfe/bayer_macrocycles/brd4/README.md create mode 100644 summaries/2026_jun_08_abfe/bayer_macrocycles/brd4/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/bayer_macrocycles/brd4/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/bayer_macrocycles/ftase/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/cdk2/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/cdk2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/cdk2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/ephx2/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/ephx2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/ephx2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/itk/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/itk/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/itk/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/jak1/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/jak1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/jak1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/jnk1/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/jnk1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/jnk1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/thrombin/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/thrombin/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/thrombin/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/tyk2/README.md create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/tyk2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/charge_annihilation_set/tyk2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/hsp90_2rings/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/hsp90_2rings/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/hsp90_2rings/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/fragments/hsp90_single_ring/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/hsp90_single_ring/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/hsp90_single_ring/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/fragments/jak2_set1/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/jak2_set1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/jak2_set1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/fragments/jak2_set2/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/jak2_set2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/jak2_set2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/fragments/liga/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/liga/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/liga/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/fragments/mcl1/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/mcl1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/mcl1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/fragments/mup1/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/mup1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/mup1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/fragments/p38/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/p38/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/p38/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/fragments/t4_lysozyme/README.md create mode 100644 summaries/2026_jun_08_abfe/fragments/t4_lysozyme/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/fragments/t4_lysozyme/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/gpcrs/a2a/README.md create mode 100644 summaries/2026_jun_08_abfe/gpcrs/a2a/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/gpcrs/a2a/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/gpcrs/p2y1_meta_sub/README.md create mode 100644 summaries/2026_jun_08_abfe/gpcrs/p2y1_meta_sub/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/gpcrs/p2y1_meta_sub/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/gpcrs/p2y1_ortho_sub/README.md create mode 100644 summaries/2026_jun_08_abfe/gpcrs/p2y1_ortho_sub/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/gpcrs/p2y1_ortho_sub/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/jacs_set/bace/README.md create mode 100644 summaries/2026_jun_08_abfe/jacs_set/bace/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/jacs_set/bace/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/jacs_set/cdk2/README.md create mode 100644 summaries/2026_jun_08_abfe/jacs_set/cdk2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/jacs_set/cdk2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/jacs_set/jnk1/README.md create mode 100644 summaries/2026_jun_08_abfe/jacs_set/jnk1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/jacs_set/jnk1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/jacs_set/mcl1/README.md create mode 100644 summaries/2026_jun_08_abfe/jacs_set/mcl1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/jacs_set/mcl1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/jacs_set/p38/README.md create mode 100644 summaries/2026_jun_08_abfe/jacs_set/p38/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/jacs_set/p38/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/jacs_set/ptp1b/README.md create mode 100644 summaries/2026_jun_08_abfe/jacs_set/ptp1b/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/jacs_set/ptp1b/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/jacs_set/thrombin/README.md create mode 100644 summaries/2026_jun_08_abfe/jacs_set/thrombin/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/jacs_set/thrombin/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/jacs_set/tyk2/README.md create mode 100644 summaries/2026_jun_08_abfe/jacs_set/tyk2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/jacs_set/tyk2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/bace_ciordia_prospective/README.md create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/bace_ciordia_prospective/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/bace_ciordia_prospective/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/bace_p3_arg368_in/README.md create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/bace_p3_arg368_in/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/bace_p3_arg368_in/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/ciordia_retro/README.md create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/ciordia_retro/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/ciordia_retro/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/keranen_p2/README.md create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/keranen_p2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/janssen_bace/keranen_p2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/mcs_docking_set/hne/README.md create mode 100644 summaries/2026_jun_08_abfe/mcs_docking_set/hne/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/mcs_docking_set/hne/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/mcs_docking_set/renin/README.md create mode 100644 summaries/2026_jun_08_abfe/mcs_docking_set/renin/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/mcs_docking_set/renin/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/cdk8/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/cmet/README.md create mode 100644 summaries/2026_jun_08_abfe/merck/cmet/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/merck/cmet/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/eg5/README.md create mode 100644 summaries/2026_jun_08_abfe/merck/eg5/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/merck/eg5/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/hif2a/README.md create mode 100644 summaries/2026_jun_08_abfe/merck/hif2a/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/merck/hif2a/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/hif2a_jmc2023/README.md create mode 100644 summaries/2026_jun_08_abfe/merck/hif2a_jmc2023/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/merck/hif2a_jmc2023/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/pfkfb3/README.md create mode 100644 summaries/2026_jun_08_abfe/merck/pfkfb3/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/merck/pfkfb3/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/shp2/README.md create mode 100644 summaries/2026_jun_08_abfe/merck/shp2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/merck/shp2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/syk/README.md create mode 100644 summaries/2026_jun_08_abfe/merck/syk/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/merck/syk/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/merck/tnks2/README.md create mode 100644 summaries/2026_jun_08_abfe/merck/tnks2/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/merck/tnks2/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/btk/README.md create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/btk/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/btk/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/cdk8/README.md create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/cdk8/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/cdk8/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/faah/README.md create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/faah/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/faah/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/galectin/README.md create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/galectin/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/galectin/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/hiv1_protease/README.md create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/hiv1_protease/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/hiv1_protease/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/malt1/README.md create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/malt1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/miscellaneous_set/malt1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/scaffold_hopping_set/bace1/README.md create mode 100644 summaries/2026_jun_08_abfe/scaffold_hopping_set/bace1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/scaffold_hopping_set/bace1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/scaffold_hopping_set/factor_xa/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/2EP9/README.md create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/2EP9/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/2EP9/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/3RKZ/README.md create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/3RKZ/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/3RKZ/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/MHT1/README.md create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/MHT1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/MHT1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/hsp90/README.md create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/hsp90/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/schrodinger_macrocycles/hsp90/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/water_set/brd4/README.md create mode 100644 summaries/2026_jun_08_abfe/water_set/brd4/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/water_set/brd4/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/water_set/chk1/README.md create mode 100644 summaries/2026_jun_08_abfe/water_set/chk1/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/water_set/chk1/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/water_set/hsp90_kung/README.md create mode 100644 summaries/2026_jun_08_abfe/water_set/hsp90_kung/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/water_set/hsp90_kung/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/water_set/hsp90_woodhead/README.md create mode 100644 summaries/2026_jun_08_abfe/water_set/hsp90_woodhead/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/water_set/hsp90_woodhead/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/water_set/scyt_dehyd/README.md create mode 100644 summaries/2026_jun_08_abfe/water_set/scyt_dehyd/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/water_set/scyt_dehyd/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/water_set/taf12/README.md create mode 100644 summaries/2026_jun_08_abfe/water_set/taf12/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/water_set/taf12/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/water_set/thrombin/README.md create mode 100644 summaries/2026_jun_08_abfe/water_set/thrombin/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/water_set/thrombin/dg_results.csv create mode 100644 summaries/2026_jun_08_abfe/water_set/urokinase/README.md create mode 100644 summaries/2026_jun_08_abfe/water_set/urokinase/dg_plot.png create mode 100644 summaries/2026_jun_08_abfe/water_set/urokinase/dg_results.csv diff --git a/summaries/2026_jun_08_abfe/README.md b/summaries/2026_jun_08_abfe/README.md new file mode 100644 index 0000000..8f1f945 --- /dev/null +++ b/summaries/2026_jun_08_abfe/README.md @@ -0,0 +1,13 @@ +# Summary 2026 Jun 08 Abfe +- Number of Datasets: 64 +- Number of Ligands: 1009 +- Total Wallclock Time: 479.57 Hours +- Average Time Per Mol: 0.48 Hours +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) + + +## Description +Initial experimental ABFE workflow benchmarks. + + +![Retrospective dG performance](dg_plot.png) diff --git a/summaries/2026_jun_08_abfe/bayer_macrocycles/brd4/README.md b/summaries/2026_jun_08_abfe/bayer_macrocycles/brd4/README.md new file mode 100644 index 0000000..c6cf4a8 --- /dev/null +++ b/summaries/2026_jun_08_abfe/bayer_macrocycles/brd4/README.md @@ -0,0 +1,33 @@ +# Brd4 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 25.53 +- RMSE: 25.62 +- R²: 0.74 +- Kendall 𝜏: 1.00 +- Spearman ρ: 1.00 + +## System Details +- Ligands: 3 +- Host Atoms: 2055 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 1.21 Hours +- Average Time Per Molecule: 0.40 Hours +- Total Nanoseconds Simulated: 534.00 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/bayer_macrocycles/brd4/dg_plot.png b/summaries/2026_jun_08_abfe/bayer_macrocycles/brd4/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..10155e11cfef13b7f551ae30fb0dc12886857055 GIT binary patch literal 53503 zcmcG0c{G*pyZ1&UBy&UDwm7=jNQ>@!Z;V%2;iP5kN};UgApgi1GOBL08>qW|5y>zC2e zbar;Oc5&fNQ`D-)b=2>Rrc{cLSlHSICvLa19BNLUneMsV)@6{uBYkpn%W3lA4%U<3 zqmeLtBIa}K*fBw6W&Wjw>Gl5p{>_h$O3uvAW|V|*jCPk@bD#Q_QL=_yxeK|jcNA%} zaxRsV6+Yp)xpKFaJ$Vi$%F$5X+>$?R<>CAM`SYz_Gfwv(JV>!_h#PibWoKuPG9`CL zE;2uVhe_Vqz<}keLgV=r&TDzE{9C>L^1R>WrG?c23@g=MT<34=T1P%xk<2^?`xzNK zJ3E7PT^dScOpI{O=*a#@e|~-ry3Vgy{q7xyiHV8+-n0mQ#jC9R3YBl(u+-Pr+jczN z5Vz$-Xjm9a(dVh5mW^+cl-F`g7*vi`ES9+2L%N! zfA{|Vz}cpkQ5&Of-wxxJG_0(yR-2`xzP=^(^~EG5nFpKhYG$7-qfp}F;>Q2{i8KE5 zI#%*njwStr!*{P6WuNTpD!Hh2=urJriy8_gXw`b2!-v|k%~X`!CzpkUgv`uLZ2a)V zIDmQe7W1E<@@DhTEd2e=$jlrN6r`DDzX6x>&Ol+?tnePwpn&bNwON%9fLE2aV_j!KIk`;i<;!x=> zbq{#*WHUuoTbl{D$QPG1P@EYT$AjzJ;@b6lq}_S$k3FUG_Ab}^SNGEG+MDp$AmfJ3 z+`b5b@Kx(~S2i`R`t#?{qyP_DBK79frKOgv+dnZoWuvaCX@yn0)8#AUr+j-o1-D@eg=h0I-yc8D zWys>D-C*o6V_LN;J~3>hAt*aLo4g^GCink-LtSk0T0A*6US39uZA%KhN&dNvaUZ-4 zg|gH28w&&LIx*JbjEs!&>FF0&R&ctM1<8<)yT9s;BKEp(Y;0`pRBNk&*Ub2ydEDT? z9R-f4Q-0NRqiv5@pKeMDr)TCdZ_hf>k!QCWZyt2`?(PlSwsG2j%H1>aAyXu)hg49B zGaXZ;Na3l8Ola-j?-v`(jmx=$we@9kpdsC~=-IourQhvl&R<`$=i0TiqULCrnDAjg z2h?3#y>atq7VFnBdVMWy_-tnc{B*^*9+j~FcM%U!Mkyd)2K`%6Z^)Nk$O}|O>X(QB z)(-V6_7Zt|i5O}H9EPN;s9yNuSZt?9&x)q%VnoTFkPLW)l#qHtSF;yzDUt!W|ZdkmTFTY zSC(`e|1+5qz6<5*2Bs5<)SkIARlLeb-At3Y=Y#xF4^MpH%A|ikNEv;V>7%m5I?efx z+d-Z^>cPK;`i^awwH%*UP-zQ&xlOkWg;Ou2hWfnj)5vX@2|ew0sFAJzWtngtt8cJY z&A*45kswNMCTL?gxZ-VtxPi+5yqNyRgDmCmO^*6z?HF_uO}P3EVwKa(zH+`*xi!)}lrJWBSKHMwDrKWQ&V0lRTj0F`|NT~n23#yFf9yCGn_?0hHgH7ZU zoSXQ3jl4;ut=f1Q*WJ+c8H3Hc;srt5-*xa-SSCk9A zUL2Z}oe8a$X4iABb(F@s5#oNI+dE>av0g=d>yO!yUb}PWo;3eaS5Lh1?-m7;TO`N% z?-qrUTXbg2KNQ4mK92Tq?%#Hyuf_ekKl|@~F{zT3l)KC~YIMox-B$d~s|VN@WM6U{ z;d&_dGDRw<8wV&9@iiZDE$T(2?gronc{Ba+}RO1Aa0W9;K9UJ z7keq10DN?Te{aKeZ?w1Mhbisppt7pjhj+Oh=Hl^T({si1`s8=*T5~-ATor)ODjOS{ zq3_@K2(qCGN%z>_Rrb7UQFArfW#Dyld%I?)NnY>B$hFqiR<8nlhLnCCPXDpG8G}qPWgGW}`Bqe@WSJKE<1ZWX z?nFea>Mr-b7Q(ryzdn2|DV7A1;SKsai(Jty^fnaSCWSxo0lk@9SEH5~myn|3@jk0f zLhqKP?U*;rKFPm!$GOU(meiI)XRD#%;cq2x({$pUMmu*MGcmFJ{w}S5KtVy_Sjh#c z^KNcA9>33?I(?ew^m`!LbjGbS-`JP}2@;{G>O5{;yds=p8P;RUwA1647^SkILFcTk zYh5UJ%Y%b!g+)dCe|&sCY%72#n!y|3cwIUm8-Oo2FOU0EQm_`M%)CS|x*Ww9m(gG< zZGx8YTgVQ#gPog|p=X^LgV~WIM^NQlJGQZN>!e+%mb4~Fh+=MUFXdWhJNxBD#K5P! zsi~=N2383uss0{ri?!WA-pikC#Ch+5vV9CaOxzM!j(RzDNoMrIA|f;tmX#~5v*cxE zX(?WRe`UPiZXwg#e=(3+YUziOOM&^QLi)3`8oR&y=kk_EPk?uC%2%oszW%;!IG4P`?PgC=68GiV!Sxk zebg3!D~7gB{BO|4f&~gb?Ql9W9~an(hcnf89esO2dsX()-bR^4BYnB-UgT;wBbel*m6=4jB> zm1}7!StrXR@cZt7(VYOyF7B4NKv{|)yYDhf1rzSdE`s9Q zv(2pj{`%fOkdTnTEAOxlZA-?vUmYv#QBEvAfbgn=Oy#PLPa5e)Zb=xZRFaF8{!arQ ze)rf&y7bZnEoFRu)>X;-FW1pW2JAiA1^Q{)JDqxcYj;eK^=LN4Nkv6Q`u_brlIqY^ z92^>2T@$pbufN|PAbj=AdX|=RO+{}R$i>p9hEx?4b~XlA90^V@lxXW~Z){|ZSg+FP zRtBis-`{^fP6cnGvNXRgXQU;yy)x+}$A4g!`7fqoKVOsjkh~7QMPQLK5MZ-V%fm%fwQ?i&|wY zNy$p#I7~|2mb%NQQ4ICBQ7fZFODn$@&Ar(04GeA4%%mk~ozVVGZL$W>&Zv!Z&ptS5 zY#{zP;M-9aQe9hp`v}3*7ItIkIhV|4B0GH6+A3Xlfr5t^^~ec(1n;|ZIH~ij^C?=^ z?%DfJB^A_ls6YTZK7&SA)y3~c%S=NLb02nUdwxB{a{2fYd1ZrZRMcZ&X^SFMv>>|j zqgt}sZ#q(P1O5KJ>9T{&DRFMbQeXH9pawl=+-hapuL`5bLffc2>LHvO2@ z_}eNx+8Fsmmo)Gs>UaViS)|t2K8noq zUVm3g@QujKeEZV&*vS1)JsZ2YBq}_}Sj^+iHRQQ)uf<-~c=Ic7!p@VKcgPlxt>)#+ zU|eJC^_nD7;Ew4|Z!dSeu`MkwzU@7ES`wnv%hLLip*XWeIo|jC!|vX?P2VX`7#RRe ze*f#g;SW|+O#?A;=s%O0`?WSfxpLBcJXUJU7FJq63jPnPG~W1heb^c{#$}AFRvGQT z6Ct2novxSK`}ONGS6A1ek&)EXZxhESCaTIjrw#O%1DR46$-85uK0JzlADB>{Pkknn zOiWDGpoz?7N#J&t;0#Z5a;ge?e6GEU-jqsEb-A}9-;Q&^u7i!-9&3Zshn%Y=QKsH$ zCGvQ=E2dT-%{1ArgtA1I{)L~Pj;6ci0VO;3l*cOEt*)u*8y&rV_wwQzw5PyN3_=nf z)H^K{j%|>d3-CrZd-3`2{>q+zNbwFdF-nlNK9zLX!NGwP41wKV$I^duMtM+|N7O!x z@wa-3{@E}6>6s~%=Qd4-ItzMwdRhk#TtVG78QzpqT}OS$_qXzTxyIC^3WxJ;SG&90 z`{~88lebka3rHQ$f0OqEbYNm}!L#U(-RaX;aiKa=72b0@E{t`DgV-xw8Yg6VANo$t zr3p)s2;X42HPq*QW|-p4dPvjeNw?Q|laqyGE*hptiuE(6+1KJ&-2 zyus?e@%aqCy|u~5!O<}SS9cE`m8sxXu-y6}WzwQQWndNhstWpE3#Z9ltk7mK`|a%H zRM}e<;QZ~)n%fF)674R|&d%tLF3PAcr$$q8Pw_8sl&V-sBi#xg?_7s2K77zE_ft0t zxlt>FP@eupG=4j~U~#F2)U-UBfb7KC+1WitMg=dk7PiaCsD7yr&%v$e`25+bHkf?| z#WAY&pt?p7b-8NU%Zbc{=H_izU%Qqr@N;GFW0MOPF7WPh5nlW|BE1fR%IP&nO{eCz z^YioP+JEMOdZBUd+-AP*XYZ>%4$*o~#g|bg>7Fi+kF1Jr$+*g%TmC4z%4pl0gl)@F z-s*uUT8dn4GJZcQ{ALulTKXjA<%()`gJ>tehi%y-&# zR!z$itO5DJpT#EqUxpAgo-R1`+#QD7~l0lL6lsz7uYm~ z%guln!>DzXi5sw)g>PO!zKrsUrKB` zB@39$?&yZ^t4pM|!(F4lS(p|7UzU^({CGUv%9z1SU(3{V z9oY8kF=-YGHtW;p&yURdTuc0?6=J~>t+43dg3u-lf_tgF=BNA_rh+*;mU4{|fUTR` zY*^Rv^Mfi<_U_$l@Yrx=SFu|Sq@~EDq%B+4vawP8RDJP9+b+rE*w@!b-`yUsUiIgDRl%vgu`y}A9Z=9fYl80F;V1HdfU-v~N`d~|{QT^;M@JuDg`l-3!wOqu zo6pk1MY7%@^r@me>E>8!od5ZW8wl>@n>SqX+}^v(9V8c4Q8%`pA1XU|Vma^9nsSG4 z>2}Gc9jC^nOvZXD2;N{{yOvo~Q_eO-`jXc zF;L%8SC!AMBKrp`l zVQH#KMMhRuV)DZG;o<74s$|_i_EuI$#O4-0k?xam0n*Nic*@0KD_Ct>0-R-p# zVEfwr6B+~6fy_{af&v2QwwM-D0P880O)5)a0IHS{&Vs|k1Fv5{wN7^1wrIP;Ioz0* z94pOryS;cRy+3}0RRt{Hh)pVGl1rg16C@Q!AoR4)! zq0G$8n0Gw2p!kCLg#@J*7Zrsxpoa6K8C(Hq{PpXX`I$2z<=%7scu*X3ZmzDJ)3rq< zCD*1!_#WN>`@Vkn76z8V7k!kG^uh|BQb5ayp9W!9-zD zX;7x{vGO@q@T5v~zS!<1EaaASy^Rx7xZ8BTwatSl+4pcKhI%S0s^`p}omwHF;uF@A zs%ZsPSRaMPV|q0F-aSDP6ElyTL4rhMQbMZY3${s|d>t>nic)xaX*XcUO`DG(D*d?s zJI@cXdHfop*|cdBC6e*Rk%xx@QD2pml*}zG{5Bm<>P02k={_k;C@~fot?$mS`_$FV zA@TNm2mcXofC$z%Jj_Hk%#V+p0CBZ=?#_MH^y_xHEW_${a&f7?zd!ov*)|Eea~*7W zNHHUB!4VOfkTb_2^ppJ$FjbFR=rlWNJu^2a$(`hTTi3IY zrA#Xd3DNQ^UWhpspO_emmn7PqjJ$l%=EJm9P;m} zQ>S{-*KM2c`PCLf1ElQgbD#YB>R8@c?%TI-e@&9|_|cJb>DLhZ;>?#-2X4yju{`1B zRcbmHnFiSK^y$+|JlOFU>o2RCnVFS3V4Z5|=mZoL6wExA922SmP;C>Qz)0_XL4E<^qPKQg``oLCTbs>%4)`C@I&g+=cOh- z{s9bz&RnZJ00^=VY_z%5-4z{{sQ8tKRTi#*Y>IdODJNU%;W5*8tvE|$>|4^D5 zV5H0pk16bkr{-0(r>w0lW+w;6$H#p$GQ@#wnVP>S~0aU-MEbjw+5$!Z#E-VoxJV)3!NySv|7 zW8!ZJc^7CGP8Tl3F_u%B@9*dQHPk}4>CkPq%S~e1t*Ir@P(r4LAm4NpI&Y+C{q&p} z@0%ICdwKlN&*MajwQ0P)XX@Kqc3$3K$U53FcXrtGVcP{fHp&)~kzvcq%3@??y$bDQ zet!PmQ;buTqF0NW=t$ZBu^w1?u0)+p)rBS!HLkshNusrTbiBUr7> zg&)V(DSL1&EzU`!3j5x?$y-}nD<~*P0V3yUKle=p4j41f=1P2o@n7GMgnSm}K7YxU zU~$0YiQ0Vv0s^+5^D{f`8{VQh2y!vClzV#ys_0A--h!3Q#>FKpu-kiS(VGBw$o76^ zWo3ouEXsY%N<62x5JL#&P=fN;rn@RZx?;6t37j^G(=560v-#oS^*=rrtb&FU5Ffu9 zP4uZ_&u)V((>1WYsQguvx?oYZYU}$Dx}J)Hm>I(*nWPp zL7L+;L4=PDGpkXkBcq~dq@|_h>^`udmG4E<`1|MQHBukfT|XH3&xrk+(umeKaaY!P zp>1jOOGEE*ml#PSR+?fDuj%OEh5fkm()hjF-wCg6+a7Tr0>~wX#@od0$I3jmpFe-TcVHk8kErI;CzFhY z(A|dv+ZqPHe!ar5lCQTmg!9txVQ%8QCJBFUNd6MI@Yh>v>sEHv#=O>eX|u*WQx}(K z@7&E-vlY63r=lTap>H6 z{`)(6@WvM?Mo~9!2BTIHanrV|csuL*-7Ekin@w`X+Pw{)9K)Ngr)cF-A*q-dQDV() z9x$uOyUqkwXat0Mu#}73L_dV-w9M0U&eTR?@zaBYw}@_Y?sNW1?2?#c7bp5PVy_gS zPo{d${ULIp(8i59_Mdm4#LyArs>w7{Os~n=g5gf`-XKeuGlaH^9!?6&JYG=U+{}jU z#2K$wH?nDX|JyfjVoWyu?F#72p^z_-YYM?8&)vGtTUU1T9 z&8EsEN<@0euu2XR;orQ*ONXXqZpylsE$}gM$|m9OEu&;46~V%+Lw zEzr--0Vx1tX&M;B%qSexnEs41z_^U|N?_m~$oZW-?koaIywFt{@zKD&15mzx4Y%p^ zcRvp;_jz_RA%P~6b@JoKkNSN@Fr8&~?AT{uV35pz(E%i#UP?*|u<>}-WJ=Qa(yI~` zmzM-o7JhNUG?QXCd=Js?wfBOOe9Gs;QYVV#nq16S4?diyVtKu+R_|~}lLx;dEETt% zVCdnn1ZM9)Uh8%6S8B!4$AG*_wr9?OnXXoCWOLB?b38*|XbFKrqk_V@3rceo*x$l~cA_=~ze6Lq{2YJVlvho@le8I;=z3F0k0y_cui zSs584A1j+p@1Uy$Iw2lz81Gg!p*M@@cCwxqrhj}4KxeOpqK94Bl$W*3^&7GKaYv#r z8N(T$=&M<7TIfWh+F0fX04LS{^A-$fR1gzk>7Riz zR2#2=33d7B0HY3t(b;Cg~$V2MLFBC&%kvkKPr>(@Kq+_81*o@mj7 zYytw;`)Yzx(Gc+);Ae-jvTLxx!K7BAgVT8a`LX93j}*cZS0s(HNaMDAV4bYXXm4*H zXl933B3O!q5@IEeHlvt_{3dIWT&eN%)1+6S5m5w9&qfvqCsPR3L@0OpP>=T-JNUv4iA{Rv_&!OdshKd9>IS&xndFs7-dM%#FMR{-jMGCXCM zGM<R&KaW zLBYgQNE~_{sbat#WZlbL95tP=w>xKV@BH`I8PaL+HX5kUPck!|7w6p*+7F;ouU}kT z1bM0s<(4FWfL15no{!iH&xw)?btrk`SlL!U0C0qA2ncd}dloMNY(k*t{QOiC2hGVi zKuJOHAk?gS{5L)~RzWxpxv7QDUup+-`^*Oe6^e6TDlILorSX0lxj}y$za(~^5E~=g zx^-dXei4cSH|ceZ_{OQlD%D2&RA_!V=RV3}Z*LG2W5nky^jT0Kj{0`H4_Yx5ZX-M_ zEG*4wI;)F5y-(F#1=C~&4GqoAmk5<{C~})m6mvm-iTk_7$=P`iR3+7THlk# zM2+qq@mH^2^|vdDi?7(XZ(m?{{*6%(>!Hq~ZG?jYNV~~Dd*E_*b zulA=@c2i3QPB%mWy4RVSnrd5*d(Vt-fF>9ye&j)ViMT=7KXaDCV8+g1_RavpM1111 zN4ZZ63N$ZV*m1TEp3(!|t^YI}mU60FlKz#-wj~Crug$?8`_C3lyQvW1czOqPe0FYr zBKxN3YyY!GRow%Yy0T-S5Ctp63+UQOf^AJpkbCHoE3k^K?wp6jPN3F%yV(_ancPo`;0wR14uONDgD z=e_1OuwEEUFJE1ghflSn;n4* z9v&X)C(9H-HLu7!c5B71TD7X_d1I@=_a@DgFN8;0QZ$$|Cb6)FKIKWCJBL`2IR#K9 z*S3Xrt-OQ!>C+EP-M+m*9R!2m-RX4iQi86Sx|SB>zHmNzC@;Kg*Ve!WB~$_^1E`ZZ zGZSqRZIr44BBKL2fiOT6IyFQY)IVYqklJF~Q?C5TAj2QAhI@D%M2>)DbbtQZ61JXW_2O%mQOi{Aix->PC+QeiA|+ISGG_k%t^V-AaB=nC zw>y6%V4=n6UK~GhVGE63(~+%d8t%Dy+YAa9gaC~qu3u**oL2GT=sh%Yj*(~2o;?Nf z85$Z&-<%$@Q$ZmGJxR8GfID5oXK~i%$EQ5z@U`;w@;zR3Pz}`g?Xv_5hUY~gARTC4 z$9`~lSi*HlK_PTOZoR^JF=#r%amXa;#D0Ee%?!p$N;i2B`}gnP=`+8RXqZGi31a2f zPd{ml9N_&$a}xZ3XI2Gl1(ZT$3c`J{rKqwp%1;hd54AHRFeRQkf7yr35*?7-6I+JR~!K1%b`HYY~Nl7td-+Fb()Cla1PUrvXkCrho=m_ z0zz(v$xMvBJBkhQ@ zBXM{gA{3}QEtVGEjr8Kulg0|OOF=FSCh2B+W;p?r0LT3U-@aYFyg0iY`W{J3)fS^X z_9N^w^dWQYbpho^?>t7@9&a*Q<>)|!MW6*O`hfk>q87N%H&rh0o?lo<%a7*fitYRI zWuuYSDkSR4%fAjvL2kUG;8u+WOF9Yh?R1p=>c zQFLD{uO=xvIy%R?fyWE6129nt;z_1^O()k1Z5(qVMrKM1Uq!UXktCoEG zMJz7NNg6b@+h^l){s23JaK7BU)NXdU4`>d|c+2Ht4?7#9QBEy^8gK6QRv-|Ja9xz2j*^Sga1wG*Xaa}z zekmpFbWW+owcN4-H-w+5mwxh~!Py!|Y*3LcPgR`zukam*nswiVYO7z1ASM0s(jt%m z)hiAU2S8hfULohuS*Tk*h6U{euO?vxr7wo5A}1$j{P%B-KqhV(`%iKqZlHt5%Dr|e zDJxr8Sp^`S(+|Dp=5{+Ce7Y+DBlloN%zo$tHAmASn&{Kq+*(`~Oo#|9pj1eig>WBH znm6TjnO$BGaW2KT>QHgGch~!y7GvT&v!#?gs@FWVI)p7F^Q7W z;I=S=>NvhI-Lv=b;Z+1al$>-Qa7#i};Xw`MRk|c|ecdjhq`o4xKqg)&tDPGR(3a3A zfmhUVv-Gk|cg>@4AIm?tCjZ<=|Ev=wLZYG%j)hl7rnR0#NK)NE9|ku(G#@M&5=#aZ z?}MUCs`$J3j900+g)k^(*M}Zp6P}zL&;d*k+P<9|OD-@LVNDO*QR0Q63|;l}qj_YQ z8A=`}RDR?St0CzRJbH-YKt3tjIyCGEpr~t`Y&>QsMSyvwT}z_3~0$1SFC7Wq(F;926v5)l}5pb!Z6&sb0Pvv$=Jygsp!xKBj3fr3ZS0kZG+M^{6bzRx<$ zQcii=H|z;7E%EvDZIE}vD=Ss;DhQ34!`CW`Yk&88R($Tau(26OCTFbFW@uMXXXs$A zJw;&-6df8yL)yG~vlDs-Z61+zDUoA71pcyb+(!^I@n@)))+U(^S(+#YAb&(9KXCBi zRM)j zkNlFE5^i#ztXZWZC@RW8ND6c}^K<7|)~;Q<*{pmW@$x`D!sn*PB)b^gn>eGeN+k_W zMsJ;$=);~Rtc!@ds05*7chZJ_&0W8KU3NVj1+n{aoQU~8_>WJiTP0&7#ErXD4+ac| z$_nz9>)3Pho41RGdbGNTsOUEnQFtGeuS_PdwLzzWQ^&7}>}y;s zY@U^G9bZ0&gGqoV7I|pXLUxGHtqhN$M=wE>n&G7*$NmLN|4KweMD^UIrA6h%xiOWF zPoH?wr6BY%P>QCf`su1YK>P+kR~C zaa^-z&CIu3j!yG4&IfMoI5-;OG?4bv{YFyKb!43&x$PbOBdOLhrQR}`_@v`%5AF#% z?VjWy2~llQJb^`Yi(IThwX0seS^@Y(svssAw%RnVE1DKbJk>X%i5kq@c?dZ-Ws)^8 zkZq~zI1K``UmOIOpiS0wJAHS1|NVO02h{xK%a@f1sw0Xnp0fr02+A_B$d;HMBV>OF z9NTiD_zG1-wcBd_dk2I9OCU}BRpjuB`SCtF^iL5rQ&^$URW|0`#Zw@DJw-6*E({BV z|I{DNgTWHiK~Y5?7x_TK5`t{$Uq?k(Z!z`7l7}nE#={dgICt;B@w-ay{v931Lhf}u zv(}-Ik&i9TXDlyV$e$@5mi7#M{_GhMXb4os!dC|EzcJSRPwnhV(rz{z zKU;>!$T7`{)W5_5lFw?$TQzi|ec9>1^d(Ko0n*+XXqztaz{gt--QMYk=F^8xON3dt zr|g`Z0psING16wcn^xR&DQSxWH)derjkM{qdU0Lj)G6UdM%m+x!Cq=}(qk@&iIGMM#kFrC|1r!o%E5ffT0hjq}h5 z3El$_8EVboyfE4+ezgAW+k;9)H)ZXA|M`P5x(pOdIO)#ZEywaIGU$Wi4KJAnGy*Z( z7X*kb{B>)EV1l~OHD{%vQv4pXpd^4H7P(|$*Lw>vENn?xjkqI3|<}^A4C%Lact|M;` zk-{7)td3$gNywxYFj}!Z&5`vgVr_pjVyKBl@lt*s;tVeZO@fXLMV&!7k;w}(F9Ul+JFoBI zU7u=l*WgK&LKKFgLc9?msUSi|Bx+IBnHd-uhTf&=l>dCy0GpiTs3?{AYvQmZ45;@R zCFH+OfvJQFL)08}hC2NH1}-L&umN(l0A`etljDkCT^0f6`u2DJJ~M_7SaSWKBl_8H z4q(%X@{ZT>C@sPD0bYs7M^YlNe$j)s^h|N+&MRf0^Aa_POfLcIlRgdOI08zJRex;= z$DX2{oQxWmKZy@u9xW_kn~nB-ojN;qquBBM&FBY2)16qx@|x{LXVT~Rt+2KpEHjG| z$P3?Env+0H#??iYRvf`^){WWx3lK7u+27}bvZ)48nFB)N)lgqomkb3-d+F+y>(|$- zT*sS#0gge5GQ8;8+W7YEN`yOfjh+~MEqTy!a_aFJ$cY3vL9t#fMv^xJn(zIyUAetk z&ZN&AC`L*raS&aSST_$2B&0N704xhYMC{>1n+fbSDl=mYAgtu0TCw}lMgZTm+U@aVIzKfuU|crvW@=L(#$>(Kt)yX9vQdpivb z%dG+oZ)hQ>lltbaib{K5OWLcjHQOQ+6B94*S*iahNO>BLf|C7TEdB{#0fP*E`VSvI zP+YEhftjnCcE5PB+|SQ19XtT&I~mU$4?84VML@=!k`INh_f|T|TC=~ZCjPTg8Bsdq zLWFv@rxg#%L;UojDb@n`>i_bEMysdc5#S@@G_?Q(PH<4sE|Z~rW2G@)MaFGfV+?#P z)bd{#RQ)v~xbj=J97>*qr!GGJ25^4gW2(Uk2{i8J9ttUaZZXGXwkr)|C0lFdCA}~~lw*i<&`a3-q z0e&>#e*2j~a&q$Qhgr7;mBpEjC_O8@y}c2|sRW3JG#@3l8oC1NZ4H_)9xyhUI=JgN zQpg+7x|0=Lt?cZWA=0dJzIaBy;RpFM(3QS3HC8Ui7tkl%R~FFa|TS4FKRQW`W_-7*h1cw{x5 zo$H_-5PO>I^49W{H|{rprm*a&`K)c*_QFpmi}uNh62sBy%}Pp2O;bNdjPKCV(z;05 zSzC+bEz!_1RJOOThQ|?FAtqt)i0Z7pQwM-H{-|bax4(Vhoc%p&a`{zLON*Y8^AJEM zVcCFyGyo`Yj-qC*Of)r@laVtN!&8l~I52gF6eC6vv@>t*aup?20_D59p@A8nO#?fg zOh{lYrXVq%e!L*7b_Z17nTZ$ct@C>t8@KdWbwWn2zs}E$h7C9>fDz0>*Fjc7h~f1L z2@5X+(2W1o_~8Q&!ZrF0cCG1Aj(3Dmb%RPu6v5!=4j(@JYovV@w22oW&d$TF;`rxb z(|ofEpG(uD{2-e|*7jPQU!!?_T@_JsfHpVE$>mmF+>!JAdGze^5b!4~!Cx0Rv$gGVmMjn~A8QtO2xdJT8$Q>X3$u8~>=`d(M?h-3C| z1RbI5cwQnWx|p-f;$Sfa1@yFsWX zI%BI3%EEG7{yfBR>@$T zc1CGf5Kxj1+}_EKmpA%5r`<9oj4TmR2jQZ?uG!pu8crozQ$60Bq!5=cUtTnP(be_H zkk`n^=MUegG}=nAdcqQT$3~RVx`&o8!XrA|r&6nbuC^FY^T#X)$8^#O_|&J@VCS%` z+sU?kl>paWX(9B0=C-yv#P%ffx=`h!@L>Lla}>glk<-ogPmTPF92D-lmiGg6iEvQ+ zFSt9G=Kf^99_cD_-2|z{Pedn9i{4DNSaS?Gl$t}+q9bDq?g;0%Z)kS67#BJEzOC)8 z+Z~95hFPW|h&+4&{iTcKJe}{*6$+8$^}0zD1c52L_WErP9OBK(%S-zJQd$ka5V&M- zns#jMUi*POgsx%V!=h)tINDi-B7~IdbuxJZv@SdH=5ct@%F9v*LO*zedr>0S{Hb`5 zmKKP+v=O06NT3`vJF$x>UyC0cPq-kV{lQ%y_?n_>Ybz#t;HKcoB-B*smZ_#iE+mlE z=|+N$6-$eXU|)JD#OHr>uv<5L+s!cq>~U%8+e%6$U@`#r%ij?kiBtne>#dv=39e#F z!R=LJ<36ajl*+m~k#-jnp~sEJpspBe1vXbb0`DXzm+*O~qGBpYGnv+c{5A2jpeF^2 z9~8G&&kv##6tONxsxewo(EBIew$Ob_ltiXr!R^nifGddVDe04iz!5AkbF6L`@5A`~ z^h8fXhzxuJps{X*3>f$J_IgF|Q=pzuC@|!s2cH^9R21)3Q*(lDiGH;a5(LB=3=N?iqYn`_+tze;vOUVbO=AY;r3`7<0q`wQw)I+C2YGF>bp z5`e%*)gL%`-~eGBM6p4EG39)wI6RUN#Be)q55-W_k z@&~_kNRFd?_S@RlC&ru@oZ5ML5fcd$nwyX3Qv=74Fs3rUpf!>5C0#L3TAXEXr5_n9 zxFMo5j@FP2RE~V0Wm1nKuBZlplsI#j+}*{!Zqt*rGBH=TpKYx~;kAwft07uZZIj~p zAz!>M24J+Z6o@ebo|J-K23acLk~>nAGUk=OUKP>*IlqDQH3*i5?oEz9gZougDbV~# z#147}-OKO%NlNari975ijQIa=zoBpcRwlM(PidlW~J&wr+jp`WXR(JvutfP%*T$wX0DyTM&~` zQeg&lM=#h+Y^);J!4&ipl1HMYrENy4n#@R?y#-qyI^}CGv27cUVijSMJs2g45TBur zoK%AZj7Jg;zrQKa*3fL*wr$WTk7a%CKn>dnlZaFFKqXL$1*}MDY0xtnpc|_ry_3{F zfo4Dw&ZMj&{+%^`(O^$)eLZmiiEodBYGE$u`C%4;AWn2*9P+@pawVKAY4X{Kxa-pP z9LtJS1Cm8WtB69D1Mr^A_hO**V0nQ|;!bBFLS_(?zNRUdu8pT-Xvo8`N+1l~j)V$O zv!!s;0#IJo0wOrMxoN<%E&mN6pCqqH3X({od1sG?A&~&}R|9{~v&B?Qk3^%9t&js^ zPDVu8)6m`XQ%axD2>`<|o!wvKO={PF;48dYpDQ~}aaP3RRqs)WM5Kuxu6pxh26-;%62`HORU@Nc_x~&t^MOb~NO8bpYVyu=Kx^e4cqgBM2Mj16fb?OQ} zQZIl4lyd#)jf?NF-f~XAoAD& zgR8K_`5%P7p+6=&bwM$x0{?4<;{-Y8QL|_*2WE3eOU9le?#r@%_d2p)FRjOv0w|#6 z;6tE(%HnGO3SpB!I8YEK4#1HGr-y8Amq3)7D9=xig@ASUuXasJK`= zlT)f8b74|eUOs-rl#Yy#@bdD$JW-xbwRX8TU`&gm)xaUNK}2W%c2&Gw8$vh9nVDq6 z!kScUdWLr99}==6N#*kO4STP0rJrmmGCii!jYUADxi4gJ6TLZ>ZyzYAHN_W0vgOtq z?LrO1B0N%a9@USrs*@p@p@^!Z1p{=ZJFSiVjlM#t03hWHY{eF!_rPha-U)aiMb+uH zT22lHblO^4k+b|I=fCSix><#o5*bHT>#3QHoK|}Ecp=4_{>*34mkCISuiUa|b`2V6 zYln6YT;n73RgYbd(AO`rCN~Ei{Due4ukqTS+Lm=T+B=33GH23cbAv)p8jH zI;na;-#E?>A|jOUsca{Q!H_52eTZ6y@oi^<(5?Smxj_Qu#S_JWkK%HN-=u5jXQ&l= z?BoCi%an(Kvp+ZAdnkni2f}xF{y9fNS|rX4n0sr`<^fou%g=3yIKzaj#()~}jL-*# zP{3gjqU>rQwnN6|GCX6yxjo(ps*Y&s#wHJBTEfT;hKvTZN?Me}(bMqVLB4=0OR-0; z;=k(pdIp@#LE1MtjRpaiC&vp84HuGl34ne`yHuT>i+%v!PyZf z3mop$E<`FTDUD;@k@W~}_l| zu|NA<;J6CBo}g!x4r1tH+YmMFGDtAG`pHW>INP!aKb-rNy8`M4q8`j)5EjA zikp2807_!kO3Q+J+=Ila;qvux_fwi1g4k~iiP_96$=f&e0Tmfp9rz^UT4sEmv=<$crm7!;SR>=U4IZ)Cyu z`*q*Ln<2*wkenk*1X4TZ_;@5Hf~A{|V~RRoC_&GMQv*iL-I05S6B-l{Pbk7FTEG6% zvQ0C-W-6!1oFCE+8TZ89r>KIOe|0$Qpq||V(01xj^#F1_?2mwx**Q4;q5Afsbcr2# zz(T4kQYpO%fJD0YoHF*A`zcQ}aB@roI^Q^oH9469@-bLu)=cpk!NK3`ZzszT%TJht zOBT&o0nVs~=ZJBs&C_;*WA6Hp%S}r!v6BsemPhi1*w**Z0mvCp0GKb7Jg;j2hF&M0 zJ$hPyayMokc~yLrL=W8-`+Z^o3*-w{$4=+|Ww^)7QL;&2B(Dd_|Ldb8{L8AP$Ic(* zt3vp$a;f|PGEpP~oUp_%4*H({s9Y_PrUC^Zu$EHpM2gN{GpegnsLO)DE^T$=s! z*^x;72)vHLp3bgg+vWvs68~T=$$C(gP9{vQlfzPk4%U&uPXkq|;oLv3NCrkzyr=`!+`h$- zNDDu$QHyb1gVFuqQ&jYze}kN>V{2jWdnQw|GVKx0KZ)f7y$pi214B$VO`AJx-7XH$ z+anjBL#3g9X7N2oppi1$(H(Gn+pCingz*x>kio-(o)ZtaFJ@BrE zagxp{Yi4eT>2_?woyQRa218tiqtM6#g^o|A+b=$E6~a^rt)J>Vau!9!w+w{pYHPJh z8__(69XQ0PLrz*W|BkFNUx=MP=DjsXmF6b;et1z)k@{0;n`BgwOu#_587P5f%1c_d z?j1O3fG0sf0*H!{P%5_iV9A}kckiknw^oMXIn_xHSQBJpgle0nduvJ-+mU4V>gqJC z=k71%JbUI39RgbrX;1wd*NfM}-Z3!6;W*rHht~B};W_OQT&5vdJ(A!bZ&? z2BrmXGhav}Vxbea*$;&%=`$Y5THv~?kd!)q#s=YR7tf8%QBaXF=|iEQVjpp|(h{ex z7nkPyNLsxa?#w8Tq8c9e6V%Hxp>M1XVx|zG7Xot#I9xvnAX2FDpDq9%lXEx_Bk@NX zt>LH{j8zC&bZBj4LI<#vfkI;9IIXV=N|h5_b<+YUOwns(FJkC`LN3~6Wj+|=3~=98 z0B{no!U48T4KL?-}Hz@1F$C4L0Sq%WDL)iAlFDJ0ON`kevcnN z?)-g6$(;kbWDUIXT7=Qoty@Q8GGvq@tFOt7nT2JUuhOROL?i(*Y)Qyv;B`w?W zIDK$~tSkqjJy(;HH#~XrM8<8{fcUd9hk@z=7s;?7PSnCgcNGQ$I5!ud$|PZ%SC{ z$#O5~KZou?dM`TZ>WODe23^1qkIrm6ri+0wb%+cWm<@%zTaDDXq~ViFlunV?%IGH; z%kzinKxX;yBE;-ORB;nL4QI0@-qmAY{7?VqS(o4?ZA{4ijzqOY#F0a{5i$hmg3C*Dvk<1#~#fROa)ri!Fg- z$b)PK`w0A#$%Lkj&~8Uz|^?|#QTgAni$_&dkvF@PsB?*>8BS|GJ_ zPTJmn)7xt5SzK$V>1BNjsDgy`(^^?sk-;lMbkKCkX)Mr5Qn7I%@`krw0IdahC`@1; zkw^sB5f1(4&4GzxJaMi|OQ8~t1Hx*s&L*HX)H1fimnM7MWKLOCycl~pB(+Sm`FEiS$cm3 zV{OHsXb;#OrK!3Y-Fx&i3aqxA-V7=o@L0IV?_p%3Ruau^adFNuHpr~yt1;3%k;TgI zV2B96{<>-7MmnrAQf;w%H|Fg|lAa6@a zCXhRJ_MGuzsO#qpTWaIl08%Y!^<%fMP5AsPOgdldpaf-WkCBv;EHyI3X zi@?=KOc);|`WCVrSMihmPZZsTV+zBR)YQ~Sn3N3PBaEp(^842>8OvJ6gwLahQ3HRI z0QnpHwm#HAVgeb=AdX#+$VgkO#4Oif{*jj6D@LgJ!x``?1_n8tep;Vh44lGwHFaQvZNpz4+pb}f>T5Uh(VYSC@wOQu>s~XxIL6%dc|Y(ID~~8&e97kkh%tB1A>7w zGfpi9x|;@eU65ELl1jS4k$-3^>hSI_?U$K&eAl4k7DI*wG_Bp6RPpWm_Z1Y(g&LkI zgPcQ->(W1Rqy?!JQqrMG`ChxmjH4jQ(Fu76VHMsVWxfp%j<9KUclXKBBujV9dQp~2 z{^X`ZL||C2;-e1JheYtmKS2mIJv@rFJ$jg@3YkiN8c^rS^fGYh1djZ0^@wBJv|d>9 z-!V|3kF&F<7fcYq$B~)Wkt4uXPtSD#!y!}Ch}fz^E`(xAhWSBwlR-vYeu9njBZCoy z3F6l__mM}~0Rqa3n;bhTkE5A>Rbix$NUWeytndWKCnu``$Y5F@?_F5^&6)ec=ZqPW z81UH;-ZwPFNI{M-F7ddUx`E3X{c-wBiW?<%e_gn9%yVpnGxB(@{V8~ul9A~8w zC*=nQDS_>p3cT>qa16m!!0}2Pwl%&sU05SRCmPA+!s22fB_-3YgW|urX0t4su&ZJf zs4XN!4rF1_9N|%XY>C`E@CU&K;-t+^YDr1*T1V&{fq;n<8ExmiABtc6G25m}4$+ZN zqWxgXNV=|YsM4`bi%A`4{1yv5}Q0xbDSS7HlvDqN=W)C zXBU^(zl+c4^P|sEPvc!`ZM<0!oS>i6_s%vcI|MxS(!csW)ceT%)UJ=;b z9<|Qg`h=koIZ%cC>CrxNyn=)?&a#S6(y5#uFPOOtXIWIOg zw#Y$QeN#L#Ap4mduUQv2`3&_?*u|IbbdlqZg#*)t=TE{4g#k#;34w6gg5xiUVgNY& zf}DAWeu8bmO%T7^7Mn*z5mB`)ARp)zpwB2_xpWb&+GF%FWmS2zTfZbI8X_d#qEq7yB8NU6!`jCbcX%oQ)WCwQHh%c3Kguu;gX2=H$N zYK0JlIKG=;vKD`OBU*=!ez^<|V+;R%@E`=FB(x@ge}n;;?-)FfVMN~`J%uv10PZ5- zvbD^mP;krQa3$@Dcu@4@puB}j5hio=5TyzzJDb27gEhP1T}u(N8}tBCp4h^1={ppZ zMJEw^2zW)hK>C^scL2je|KN|Y<>z3!itND$M_DrzXQtIjoTS+RvR0EvFwib)nt=IO zTokZ+LU{H;68RUGV4FUw)`LKgjCmJORCwSKSq@__5%9x__)>1JWLcOL5gWtb;^=)( zl}(dhJ)B6d+}VYHe3n*J(8TIgR#3yinRe41#ERW*{q} zJCOttQw;*a1H2B?6k1dJhwkCJi2(z364%XA8WIwsp_9A~s(8v1l=YuDeoDBdd1B z8^|`CE?(RWUzZ#=W#xZH*H#IW!yR7Pu*~@9MDFS0WrTSLY!{Fj@`7-qK)igzxGkGlwoXvn7J zxl~c31T+(YI$L$NjNj6H;%WpaTzS|n&~YX@vHPJ+M`$C04r}Zw4vt6kmd9meqS0L~ zOp)+uZOlkHJqUP@_)dT9*fAnX1?Iqr;5yh{t92$5RrPCxB@|Hq=s3big33pI3&SHG zgNA2DhvHrUM_WK$dvGfmUl=?#D!pToPl+enbtXuMqlfL_J3#PbIuOnD}f?|qZ`0Z)z)=8sJo2P{6!k`{&F)+~Jhp-YQ&1SoLM9AoSf)FZ0 ztbr)X2t0D5febC4c^>Ai|5mgZ9cB=eNJ-rxM?#3k;uA=F9n2jT*YNdRB+u})V* zrucp7uXuSm-O-7q@eN+pk#%#1iEtb~YHF}-ebr4?tGq?%N}WcHO$@Z4*jWP#L=Lv2 zqV~Tw7&Ic>gXM3=Lfe^axy={*WCJRGqNO+#=5;XQ!}m}wNmpN}*c7}-i3~zoJKA#M z;V;pn+SQxbz0h7lLqvY9(xFqe~O+iZ)hXMzto)7~F@}^4$-&%x{Ey z^$PmY0o6^BhEYGWL$*Q7`NsnM2?z>OkV2<)_-Ms0gg9dp6C-e3;12K9?B(ZI_-X6B zWbN)nP^RKE4?K~JXO*z_3}N0MZ|<7kXfc`Sz#>`p}+9n#Oa3c<_nWG3(Lk<{(C6+_yM&xhNWCyUF7 zs0zVQ%t#Y`P&@%d`wF;GrChZ?pKPXm$T-%CJFUQO@qq{)vQ=^_k>ek@MG>?dDhZl` zShx8&kPw=PX&7-ZKp}g$uJf<~{3!`Bixj;NG#05oaae353?TH$O=w$UX)C_5<_bAr+29XuMC_I6r=DtGUqM@}_0G@OUqhk2fiDNN)8` z89H=UULxA(6PP(bj0&KpSpM?dcNRbm^C?20lG{2m5)`ZU`Hys&BNuf|`_=V>MtRAo zj5@`)UY{2@G710ka9jx-GQ2Z0_v5pO;|X@uW;pLxRq+Wze?#CkB<1)W>IEib%P`Ln zYved5b#ZtJYF^Sl0zUgTq`9=-v@OUyJ#lQ!|#LU<-V+3@r@ zyj1=WYRy^9KC%M!q#cn_4Y`+Ro(DoLy&)f%BvYIT!{guQ&HUiCv}pe2Qx~hbaKTw9 zETM8l2?#15x?`l?S1^kL~H=q!7cis0M6iBaD=*r8e|A`eFrI+p%-4bgWu%*1&o2eA4) z(vY|z;9k<$`TbZmH$%Q}gDMnY9w8X9Qa{7k=GsuCS)*OHbujOs2W-V{I22^m4-#SG z^X(O{e?39N6rrs);OS#U-X`97Cv`68(6>{;7*H z%%AVu>yYq%gjJ{~Hz($q^akbk_4ev(-DS~BMNH`jdmFic`w){r+gHal>(Qfh4P0;` zY!UGNKic^X{&(|q^@d}cBK@V|3IETogp}KN<7Ta~30PA(K(kdShDf|LM$PAnFP z^VV9Am=z`USg1RU->pEoCJkX4;uffrF>BsKFcX8d3#Pl!BW)xNQ@}#`1(IWNrW90H z2aT*0;>G|U0v2EtOUW=Fq(=t>yA$t&h&g~2Nstiq1A#98sXYyX01$w8bTkjJ_)YzX zhzVS*PAWe_cRwc9ziXG7o}bY#>0 z_`o6oc>3tc7sNDbOF|78Uatolz@@YKGP$Tp25pQ{a5HZ(?>dl;qbuSYZ^IV~xdNzw~K z5(@ErpxVZg>m^-dRKOI!pINrXNiwebXqmKrUq6dct)K&%g` z&E&>IAaF2n0wqA^%6g+#l*YE!1Lzhd%_X?dVk80NOQGhCK+lt^$=0LyDG)eFGsqmZ z)jN$Bk#h%V4G|l&n2@$pv>P5kTR*|E@#^NLCQl;qL_EE_KYjpuc``Yilc;OWmuBT23H?jAUf4_8~$QApgna;y75wWEsQ7ES0P6 zrm)(9M<>D!fq#*(eiru)U*8o5nYOZ!fa=4S5sif{)f*%w4G>P^d(ypQr3sV|?a2HM z^EVt-P$)^Q!$b0-t^$!G^Ws#Tp!95pY{~eZgx${@PGQJM*@eqXN>~syv=>P`p*^zy z4-$h#bc^6g$>aVw_u|Mg_|G^HcTg`JXe^dsnNrnXkr&dhSTKM7yK|*D36yU%ikDtW2JOLKzg^#a$IP(miUMNsTs zj4l;0N1QuI6@a2RoTxT9q%|_38_+F$xR#Ef#3o61N3zMwHNFn$J~_IEpvI!2{I71@ z#|)T_4#T51@16GS}HkobbIScZ}m_c#(&=n0@-l5YOFoZ7g2 z(iz|vW?^PV)YjC7&ySEM>)=Ez{|tkzHRY%(n6Q#*0I@^Y7Wbt8!uXb^ zzA_{N!e=l-BgZYyDOTa?uV3Zx2%>9rPRKMq{uhfH`MZQedXuwgOZa+;e>@^8p~yA5 zZ{ddU5q~Uw^RLUD(n7={1v;bPB76%ww z{8Mur^xA;)BTcLKY8&?Qrv7d$HeU@zT^ zixRT08o`!0r)hHoOT_`Z(lBU>M@2eWJLQSq1plJXU~n4zT*vei&JifLE4ge$OTSzA zcUrrwNpm{tE>Z>&Av;tbk>Cqs(b|{fu@t=nni^GLm*{pI*$Q;M$XZ>Y-0wmdr>HgX z;UgI?7#>BXgX757`>UCN>MenT*1sag3>C=rG}tjBxZI-C5>ol_~}k)xLhIyNB{VcMbVo#?}Pc) zymQ`&QyO%<%Hl{22sz~%?{wy@3F#icbB5V%LEi5W22bet6$4+nj=}PFCvhd|e*u-r zMl^FGKfd!_cQTb|*O67KzUIXN244?N3}8B{Zwb)t@Q!)k z4@$pQbOml+X^c342A%!E!NE~quesa;TEg>u5^)}EkB?IYaYO|PNk@^ne?lTa%1FJ4 z{?!7&lP7^aJ`aOm26_zqg0ujR;rJ>bY;r(7j*$eB&W> z_1ZUi3k*AH^+QDX4C`ZLy3M$&@Caf#{!Xp3vg!#AOemQmh-(4#vyis?5GfCkg2PHm zviN9Ng1|b4G{Hi7K&_Z@M3YHN*CW*VLd(8V%IGx%!?y`t&pAhthM>+TQ1vH>1Nyo4 z5qgh2yom|L$~aT!4eb}#N#AMAe8St%SRlSvY4XDlS(8>)h@KYXfC9@Ksd|vs7qx}o z;D5BnB!VRHZ}U*aJWETv_YGb43}EcZ_yN*^hx4tK*c9M6jULWJ8`|&sYMTAk&GSOz%&Lz0-d_&T^~p_&s6*q9#Bib91P8^jxD_3GH3pR8H` zSKMorXJqk{ID`^CeSJ*!6iPidi+qt)1nclSt0SRe%sa6D4G)I5 z{BJsieI~b+R?g}aV(sM|0+&w0TS%NFvH;SXf(+dcklrjPM>V=b0r9|Rk4!G%e=l=a zKk#0k7&?W~VWQXb2Q&`88=I8l`SW}?&ct2Cr5?eO=QcR2arA5Si#~xYQ++6c&bYQ5H;H^F%1RdRm&APrLX5VSk5@oy|zw|Pc1$y*8I3!p-Vfz_Yt?zsCaK{;^ z7GaXW9sYR1J7m6=*;=Tr?gZR82R~}B2cfGFP9Me&V1Q&~GT$G4z&C~lT>t}i!U~ju zI;1Z+n)%?6mLeH9CL_bBf@TmLe+e%*ae!QcIdbp7@inTYOC3^a5Y1sD1)oM@NC)XX zh@v;BP}IMZ9$RWou3B?V#3|r@(qDyxj5J+AF9gv9PTY3l8AZxybdYX0ujHM-a3Lz- zJu{qumfu!fZMw)O$re_TvSVaWcXmJ&WCxp=qm#$pL5tF4`Fp&(vhgQ@r*)=Ct^G}zv;oJYjoE=TamAYG-LX@?zIKf^n#7;szb0sOs%1GVtDbyu*L}$^^5)K@B zX8fsMjlw4A@&%*7w){2{ZlT$d6_y2c1xdNzFghzTk~Zleh}YxK^f6}ItRz0aEtp?S zrt}R=PDQ?$nEWXV>;&6P4x5+|QgwMAT!=2fILuYlK`uIC@cXD}LNY&1qcMqd6*bagicx=zCW{#~s^+n#pErCNWH z(WXr^G^p>+3-yM9NB;h_-U1Xzq)`iYIqGXLmj{6$KFb_Jmjkm%mRC@BKXniRbDar=YB-L!ROVjTSvc zjw@4uoEa|ou8f#7Rf%8AYF^mi}t-RN^Bj*kc&1N=Z4fJY6 zZbwY{2+mK1qe&4R&veB2ju;U_6-c`A(3nJe8pu6SkRStEYjo%bZMLJ=9TDUv?oAiE z1Cbv`pfhE^*w=~z0>(keLZ(>bP==792wh8lNdL(P{0x}b(8&q!<*2*Sg_vj_+bk$cz!t7H29eH-zADJHSJM19Lg9va07^Io6b*M>^|4g z?V#rqY2T1@Zc3z@PJkAzc)<$wyN7BAmDVTpzG0C3Po1C0n~60Vc-Ls!tJpANFt`fN zyqI{6yNbI(8dJbGzE3@hL>3Z3UtmP>wC{g~rhg$j@{kFw6$s>qW^NnN&x2!$rTxvN zfB#0&q*(;w+ay~6xMpT%@$vV3V~gg79LmTrM7-#;z{EIQ&t{;x)jLr(5gjYKqt!J8 ziQtZmm#|iQv0`Gc{;U+w*H0kO%MfkOWPAz6n@L-xFAGIMOl0N=th8suqF4`foBzSD zCU!@=fT}O2$g_?-rL^ILU>yH1kXvN1J?VxdGG3gm#DJM1N*y9@vTDd#4APTWf3&B>W;R{X_!<>#B$CDws{;b1A-(4Q%H(yhGG2oT z>Y&s30rm+0uIysYoyq(^(0JQsNiMPbvPMdwqDjiX?0@FlB zlkMg8dhrWStVhu1;Q*knaz6US;$$L2(%KKM4xWj$N5w)S8g;+J;((Uo^Ep{!g&t}h zpndy*ujRH8eJ4ChH8hYF{5I3+YkOKojsX_LiHDCKJ;wFoiRFA40<0KM>Jpbz>iNLyw`c6KXd zPY4I<4i30XKf>CXE~a#M>G#{sUaz1%{|6wy_4)!(^!71=^r&LBprP~3?VYNC^8&Yq=Z zY&`y1SCUO_6I7Hw;NbkTt9$n7Js!saBP!^Y>}GNCLxunWs)vV@h+rTVNW^V(dpP5sGuChII+v6W5J_mHi(@8p#1v zvNu8+#VIkt#!V%TN#Jx*y&c2>0g_^Fg8AZ z3R@0zvvsdUU$vnLAH&>%bR+z;^I2Rd*J*g#<4jV#&|R zhEl(}W_m?4h`Rt$XQGXa$kB*Q=N!lzG*JqSB!&hMjkf2Zf@^*&XAgBAF4~UP2=5d4 zgZ{?f=z}7zNkD!HZ56i@5CG9y;%&S^#>#E7F@H#Q55ROZn%wPta0c09G8xI4?=8^F z>?(YO7F!ut&c=zsXYImkR<9=0#Atn3q|?%AYJ3kl-k^7YA|O7|M{5np7`)+DGP=e= z#LIVgFwvwGu_8mcN)_y&1AT*D0oW*af3|u#K}rDH0V}` zzlh8!H!G=g7?9-&rH6gjSEZgTnL=;l)CffPb;o3)Uc-8G6)S=^pC9Ia#%8FFYs&Me zz^MXVxy0BVxt<~e8c?9y1n>fXHsTTii4@T%gES;T7&vC-C)-W@3Z#p#xAdA*NO0WT zgkVIBBmdK+>!hw?FlESK2;Yo@8@iR8x(Vn|_re^)7xZHb<|#0yc3Dhb=fCrl^nSt* zpS@Mh$Smq6L$}~bv#7c%0R-=;ZL`CZm6OH<8Oh*V9A9iT$k2GI9Y{YZWCtpk&xp)WTW$Ie!QSUf;ZSP33zo zY?g>^DOTzxfQ_&_QFh{r)J`;nT_wCjY1LEr=1oIi&_qW;<%1+_);5rw1TKN&7VaoZ z{(}nkf}OhR1blT?&1~4cbEm2i)3w9(=yjVes$GN3ftfE#-KP;MHi$nD!KjP~?7-#) zG-%-g05T;WJ^}ED_e$i(sMk3YJefE8aZB^im3Ig@1A0rITT~0d+G9tfC1?shyS?o| zuSlOJwH?P+V0xf$<-eIq;CzOxpCiaeiJ1q~wcw+8403^V5`OFFUWhnk@t#boi3-G$ z20@jW)DQs|!mvW18JIaT6`+3r&Yc(~Nc`Vy?Cq~&+6oemt+~@q`JQx8ZmBYJ(lN7b z`I~mDt3uERDf4`Gc6MZh0IN7yy1?r}lEiD5T{u(S5aJ`RvEG$yM#+EUCGPnwEW=8x z*aCb_za5ZKS71IM!|HWd(el8lRJO|a4Xd1=x2P&Suk@lcm08&ezshSrX1Nfcba(~* z!9^QQS>ElnYmlnAcJ=7H561r5f2Q=6K>3R9G)Zss}yg_1Uo!M7aNyztFN|H1pHnaOr3lY7v=DJAEQ$7AS-&iD?aSgLd|STt8=l%As0i`u@2?%KJt5)!TKE;NKa z)wO8Ow%KL*_iOVC*4Kcy9cwIv~@{O95v$r9~>FG40%NNWM zbhW&_i;?l9tpFZFXOr#Zt+jg;G!rzSR=@D;w2QZqDXKvKC}c_5E+?qioz_bY&p0fg zs8~s%;$Df7y2qHCg~-uSoi`28i9Q4bAvEfyNU}PCzoMa?d``H+qDB_-pkpod+$-;J zC!TnI5Vp}@fFwH%RcUqMk*gzzszUqLkqR6+h;c&Qb(w0o4nP`Tz`FjvcWIty%HMan z8PA%BlC}ye!=WE{kMr-?p@O5gnrP7*kJd;o<6O7yDZGk5hDzvS`6Z9X(&ZnyYQ2~| z+Dc6gKf@!8%a>Qf@-`0Q2XkBqxh3f0;y!|?>UZ;Il_%XiRyH<`w%7EY0%V~Y?^x2t zHnmfPo_13Qj(R674}40WP!;b<1?5@&9wF8pM{3fo!+hlFM^Y`6X`DtWfD#YSUCFe(3W~g-SG3X z*WW}!#RxY*9q^%_;l}Y2-9cVgubRSkeH{H4s3`dKA#v&v<)#8!mo`7L-D&77>-{9T zTz&kw?6H|8Eac8KS!v`BWW$?85PnQ#JL6HBtoBAvsY5ZRqbV@ytcjj%wzX?JZ#}2a zXLD8@t*~|__vamD4O8Y0Uk~Df>jf7$p$wWo_7^ZXTBaiv)Hc}shBQ$*} z3&r1R*<9Ls1K&R9I$nV5D>dF3hvIy^kZU>|jyQ%`HFoXasQis{Pd)sU#`w1sqt&8r z<1fD^=_lZg_FxzQf>O^~4ocmxPw>Fp##(7$S)Zi=-K8o9$Kl}E1M*;xWsN#0hA#`b zT*IO9C^4K*#e2@ZM7^wS^wrqUM|)uWIRz=%IDnTua5H6Cu)rL$)+~I9D)@T5DK3VZ z*#S?aXWcH!X}2p+N3U)gC46e8)SGc!GsR|TI8Oj0q2;*&&9 zB1gnV&_jJ{+xRIZ4wgt5Zr!-%-#X)qW=~B zKR+u^Jy$O_nj(Wvc#fcm9Oyet_2M~Nq=;-boKgCyc5viy0lReK>j_pWH@>E2L=~#f zO1wiV;1l>YzBAs*oTrs<$nWXaz?!Rpo7HDRTh#HB&(F%&Iknz&=}xV-hxi4tzzmCK z&-oLSd(oG>x^6FL&a!F8Pg{G@uJNpThl+d|DqKI z;z?Fty#WVpVcMDhD1)~`iEe?Ge_F_g>a#w!!4q`TKB#)AzHKe+p4ESz^aVy`{M?w; z)oBxROPF>y8$3rDngVlnxW@GD+l&~cD)8JPmg~4QH6?-?n4eg z^dfS_T`tkC=g^kI?Mt*SEWxC__r?`%*@olZRcSqcOt#!Tvg-Pqz{0PL;A!u113xY= z+)NiACUQ0T<{NX#UI9hcY~vVI=z&o1K6(2$^T zKsl`k_8-vLB(tEEGySrO_W(I<3NDBz z@Wb%r>xEpV*y4;!mQ;e=t3p$vrJ&qqZ*sH;9ZU2=N#^i3`) z19VS*B3=$pMV1`G;o&mToxa#GeAPx*#T6t632jRo4U96J8Lw7QRQv+XW-63sBuw~6 zp;;*&isr15hKnKYg^ThXndcT_xt+zNg6fGA_fa>%>b|!pXhG8kq^gD zU{;7&XeyE)aR~Sd99J=XUKz zbWV$pdlZYLf6}pXZhf|aY*eb}dLve;8Ab$Pp2j1h@EL#Gs|rPx3SN^6QNAPRD$k%k z`_bIs;OO?;59-Gbj8PXB&>mnI9w4$~E%1K<0Rd4QRv8fm-Dt>yxh)q^1C+dbXH$(!yid}g$1ax`FZ?-O zHhVJl){Tc4$~W{8wQoEc(Z!ZC^N+a~h9D%#f8_9bjY z9D3@$>-#V?{XIqUMKZ7hUX2)l?o>D~F{JKQD?T;&WgLF0yIlrN$@MP$8%`RTeYnNH&91rRIgnb*r3yIi>sCU*nUM3+FN%PwO3P zyp1xt-aw*+HINL|8;-b+KSAqvoBjjRSG6PRL~2O)>E_v3?)d`iV^u=LOu84M(eYL{ zM#``)O)Sr!m6J0O2YdJT6nU~BK)`H3)&kfbsP+NB>(}kto2kkTB(3{+QV$ z3t6`|-nA``fHBQ$UdBPr5QFXd=Iz_8u4vrcn8NBa>h0tHQH9#Hm`(+^q>bvQng{me zPFOjt3nHVAw{z2einE^d*Mux2-zaBJlA=C z%FEBsuWqPCZFwr8s9s9LX<^1r+Ml1R8xCnqNY2$kG6~*|1kzn_k>C<)0(oMt#ht`NdABM|URd zB75w$WxqwLPW_N7CH^-V7~Pug)?Qr=LS5^&3LqXNO|gws*X&$5tvQ&__siBkCYl3RHF?T+VCi6FrksB*H_G4vqOpE~D2fOMsM#ema zrX%aLYtvU_aHc@qxk=se`^h)+o3PZ5VddV2kZN2I9z7$Qc#z3GD?s4Z0xazRs)qVBLi z794N@UXuOey1&4ZC1H0Oa(G35T#Ht8H64HJdz|Qwjv>`s7uwO{oae~wVz!+G@K^hA zyAiZlmj^!`S{?@tMG5j=NYRo&rsyEguSSW(%FNu{vqLKzsqn7|pY;_8fkW^d4-$ea zjS84sHk3`!y9GJh1>d<70lJKT+qR?N>{XQi=@O|LQ)Jll`b)FG5vexa!MdQc4!>hI zVST#J?^UBl`GfKX9^Jnm3*9+3dI=I?nhoWWqBZ7JI}Zag5IJ9?_4 z-01Ej-JLs*qqhE?s|iUbH{aH+F>B=*)o&ua>`fRL<{B8PzI0P>8Lb|tl4Acnz9nvg zG3}yodsLes4L>;dP3{eKe3ADydWVDt*cS-}22RZkMm{~>Q=q*#Gx z0wjF9SB2dZY1U13~Hl z7J6YMMbH|BL+Z_?Hr^uM!YQKja8$3<3+?`Ho~qdqB(m$lQ9p1F09&xO6oZOk_2`cy z*vwI?_74=$>N6WIDf~T?4r}-tdO#oe1UMeVGll?3`SqMaWqjPQUM54}_TTWuHYC+X2ls<`C#ii-eLgUrmFrn5xBi98OU$kSX+>W`xVPa-I*Tlhi)G;_)rYDRgUL`Zsgld~OE43prh< zf|nno?V75%ukOFs^etQ;R%fnw@29nxumzix^g)uBg=d{_XYW(NVVK8r)~pK$)J*fw z1#LZ)*kw|ANGmm!2{&CqD&tX-9#GczdkO6g_jrvmAhY(e9{IV^<%MIwW%~Pdj5xI# zuH)yv>3W}e4k!e7N-vV+TXT{Rbbn`!xBk; z6|s+W_(g-IlIcbz@s4t{IZ*)Mmx-NBgGU?Xgcfcm3tS-YT_n3^&zC=(Th)zslsv6< z9ervrlh?cFg|4C!N6nFqKc$!7WTE13El&0{ZxO`u%|6cl>&un>WmD7)@_)~n65$u7 zbz*!jQarEpMr&BLm%IwI)oX1yqT+rh+FO1R)pKZ)zA7If&A;WLkLhS?^D$0CgwOoO zSI=z2($-6~e@fH69r}eyU_@)cmkJ+Wk>~ly`Sj?q=JRrtXKC>J_tm(z;F_~zx9qi_ z4)?B@=b4U*TVxY$g*8n{e$(ui4-rr`-ZA*)O{Do+W=dVSh23W5>~hR~{rR?-Vb7+< z35KS}cz#P~pWo=My3416hEx7LKTApajWWc)yNhpTxQ(rv1<1w*g{}^(Iag(3YbaK@O&SI_ajT(=gn0gQ{(hi$GUgnzBBy2 ztl%Gb;AgD&$J~_CvvH}zuA-y9cwe|M+FD*;D`#Hw=~$IG-c%BAIv?8rINkVok?gB! zr7HUSST%=LefKM0Yi+gn&`V&Hk}zJjyJI>-Q(+xf%!=GzrhK2wy&t)hnaEZ<wmjC}b!vZ9f;wWO<<^YVE}`O3<< zHY%@SZKB)|Jq^>$S8}Rk?vuja+N)G}WpKvoy5^OCq-p!kW?s)E{hvukR}Z0Q0lMos z*V2%8%Ie@`B48bXr)K^sUl(XJqXDGcgGZFGEbDd-!U6m_G~ll zmrW(UhLt*Go8p7iMc$3g9HG@e(rx&;!oLB8EXCAif1`vYK1}m(g&%8)zg#6sPfbpn;Dwavvj=cF>NZm_S=4?2=oQgdL5bu#u^;KlR zA$*_i(n5!FtFPgxp!H(fFD!ml88O<}E}8v}gX`}#?(b1LSxR1bJy$yQE$Nvo=yeix zwM-EWo6J1%I61j@aMY6a_43^^2AJ|_+r8Ig#LmmnQ-D_MQ$4bi1=dcp_0EW?N_AYT z;_N4I;R9&PRIwe`z;uHu3GXG(vz3r$lCDHlG6`rK=&VUiz$mw7`=b2wp`epLc7I=cK`8@NLCE@v zXsm=j%Q4wiH!p6LMTAbUd9>+z#E9B00l{5bh$@RtQhh8yFK?8H3>ZT3`W0P0CaF4s zD38FoDZl`Be5%(Y83t2)8^V8I{l>t-T# z3UDO0;EYqQooX#DbTO$PIo3P!gHy|*!gIK4`=;_H8W@w(IEGCUi=Leym68~Z8Eb>- z-r-1N2_Sb6Tj4X|(jXYI0BNx7)i6X~yWyE``R&;O)C5QGX~@oon4IFk-1dt+jZr3J z8k6*%$$!3&)8h7FCm(An-=_X2PO8d6~W9}^H57!9aVvvzcnb2fnW`s*s| zJ)WSW>Jq+sv{$bO0s_fD8#}vzm{@Iu+fz*ovseiBHQW0p*Ur6S<*MH`67#f1=25`R zE#y)66T<*>$Do{l7vYA6;>S5T;$ZEL5xVUs^Z3@;W4j^lV(sCe;jZ%<0gvSADI3|u zn~k7&J5l+!-Q&WjkLBWho=XZpp}b^UJzAPF28P$%ac?_ryg7P%{V`Q{i$-Jk)cvg> zcy9#@RF3D?5%D#h+3R)Fl9QJW7ptgsGj6J`&4T#XJu*s+dX)e>=T?)Xen}$rO@q zF8dnLpyINBzoN)q9vs?jf6sS`c1Pp%dw$E>%WbK?1(Fl7kK^hjvLhT64q|^`B?lu~0KBQ8-SCKodcTT@6pu zCZk(AdPf)BkIJXoZ=GF^xR$Euen(dLX9*|Z{-4R5#TZx!OSp#Qr0-*ba1-{`KA`1b^A(k>E?UpjXvQ{uNr zWmEf%M{8yexKxgQrt|^tzC8;c4jT9JI#{o#6;qTlN!w>yz3ONCWe%U9N?o{Ti7*z&ekQ2 zf)$1$A*mM^eq*McqD^_ehU(V{2wlBpqdA+=h0akL3QdiQwXh2fr1hC-p2b^GY#ZI1 zS^j?0(FHB+$Ntt^p1m8~n_2(;)v6ZuWh95FkV-e9cl(IhvzL``sbEc6+PmZ{rx(*$re9?57o$j{d`(tQ%J*YT9#ri zA~}46k%$v!Tqo`dt7NwwbB$g_Mn4i0`fJr*Tr0G#;7)%7Q;Ma*pbeo;=9XY%%-H zrmu}MG*3wVy@icBxBg}x(>F&G-;fOQW&bw@+PN=%bA!7DA5I$XrRQ{yJL>DR#M55q z*~yAK5dM?g0e>)Yqe;x>_4!Yy6T4_7C>6i7U$+zx!O}ur$8CswwMmQ)f1ghNe%Ifb ztNHCJlvxWl(^$%2+eqWf3AHu*J<_#k@DY{aEtZ$+iO0>o#$VMv zhqrM1U$}>|;q32f&*1~fpXBTt`kSq7aP{n6)i^LYzQcM+BcFKLBHS+U26^s(S!n7X zU&Fk=JRf%nB{_~zEwrZVPIGkRE_JUr-r_o?pe&l zP1|8kfh5t?AR?EQNVB!m-|*%fqh_Cxg-v^Pu`^bEyRc4);O(azhY8?7_3;-aFP}@M zWAfgqfA#u9HwP<7J8X7$3lO<#UGm;_>b~03vw0t0{=4iwA4*S-Zy<^5s-Y{aI>lp( z*Jz7NStxKSn>QUKvu4w3ssT^jy-5G|uJKXnTYD#MUPtesu~JkHbAQ*?x~X-Il8K%BB^J<@ zs%QEp_bJcpIU1?EbPmFd5JN z)_o+qF%FhiSs)FPGAvzPa|nX~{hk|$PMx%K50KDA0ZA6vzaOoUALG-`YwmI7i3{B? z{l&^G>Y|v>Y_u|8+M-nfF;p}}J7zeg&A~o-)q()##p}@9?E(x>F=!zJgBb=)lLL98 zaVDvy#@D2CL~@FbbsA#8}}bsgmw1Sy=30PxvuRDzCzF%KOdZ}ghz}* zI$CJw!1C(adt71{J_xp!mX_K9A{dav#9>Dq2#D}CBQ^F$2Q$&g;nsb{Q z1Ydd2IMjegRF56Ibtt(S(@(NXA&n&jE{re_;L%w*-|9sq7kxQHa(eu4y5MZ9+86{N&r#fZEcn?(R$3bx6)rfR zOCtNx=JtnRdcoQYdMH!WtPVUcxO}CuHJ6y%Jo6{+hj34zHlgZW1#?y z$9jq`h4Om{6s$SKEf+?f3-(q-Ul;RnmL=zbMv$TLXFyVBW4BiFzgTVZ)l$+`GkK`)NgQCiJn-xW~Yq*OEB5k zE&zxZBWc%7^AmIXP_IZM@qphI&$-7g(rUF_?>V^z%kN82#Q>?ON z)Imc}FW6!)qe?4%&X}pYfW8RSO(Dm7F znPoQMK_G4(du}hHlu@m3eFaGs_|FOs>zoJx{zS2rHQt#(STD3V8@Pa-ws1WvvUlm{ zr?scZLkqUwvemHE@mpBw<4vWGQ3AVS!v8F#gDhs$K@}~gFQL7IT8Y%+u>Dk)mi7$2 z*ps=|`JC#VH_FdbC*@y=$`DwavZ+{D%Re1!C+oM(8@Zu@(q?)}JxE8QIZy(H_O<~D z!;6Rzaq!zuKeNDoaqSPyOLSYNGPR;E(+6L#rzs!bH4{|t(aUX0Yd%b2CD=s@8Sx|b!mTBbXglmjl<8N_q)k$j4yr}5yCk=YB!R0=i%O$YJVSyaG=L~ zZhx})spj@Dx(bYuUM4$} zvDGJahmTtzL=8weKDdX-_;@#L2p|UAt*mf!zgw{4NV8tn^7aZh*D1XP3+}V7(JB5?_|K15?G@+t z3hdrp`K6GeVsJJdhde^t9}V7;%WoG+*+|y=*mX$$|F7N`L^T<>wiAH})imNu3s|0w zfPBdh+;5K(aEuz2Xqo$i``tu{fxiS|MgF7jVi9g363JfXJo0ZU4+tgs_vHHi|Md^P z(t}-$1ig=ch)SaQ0;0^PLh$8;hKC;|sHIBy`vioA8D4ojv>pUp63<;ootjJu^1;U5|U3o&M+K8YfA8i6EBhwl+w(W1(uafIb_ptapIzknTuGicJA! zvGo)?Xon`WtF~n2=mDZZALUb&^a=PFy!Ab#qlhrc8C=yS&Pkz)*Ser&TuHK37tD|# zr**)4V}GO7Y*sK2U?w0M{Clb#s`X=VoS7s1k~2GZw1tT<_ISUf*LN;9ptOgHxUk4 zN#PIlB!cvU+Bo;y7L9(ic0Zj1NhX*{F^o<)v(H{AL#WhlNY7TEo&dX2Y3Q{%NdK&2#wQK&BILa3LV|2D)AS4VDPzg-9BYV zSubD3BAIDOw+}bt$H1}L!!chf=d3Cuu#nI$`s<%`iwj|=^tIRcE z!Ja$bDF8^Xb0lxZ&C9V0t{e$x!`#w7yddxw%xc&c*jYAxAfI&%Xrd%CtRofrj`b#v z97&4BvSj|K2Ls4LG=6_Ac#4DsVq=NQB6LZICH8Sx31R8Nr&jF2(cGhm)vgO{` z)KZbUaHuchpcZlIhz=V3ol4z>oA*>F6*7fUqDl^0r`P(Z((f^bR+17FK{;QCnK1L=WkIsOv5Daj-bn~e_ zF@>2~4F(i5GBLTCzu0y>7@O4)&kGAqjp+KYxKm+O1s8tNp&GrQJewa_W791P?Jwdp zghE=Aao;jH`nyb^^6vhVi;f-tD)TBLfYG(ejQ)^Cx@GvC?MA-pT6dI*^;W7Km*6=9 zJBUDn03&7k=B8i!2fH_0eDCqtlFX+c{sRS_e2eis2T@&+@CWSx3H;_9VcE_txCG4} zv<_CLluIUnupr1Xl(~-MdoqL+_qpJSTP&!KwwoNnl6P!Hsb>nJ1Jbn94-5fP`zvg6 z!q|Ry8(`g3>84B&7S3Bt&N@7gC}Ob3MHL%6Y2W z0tF$;Ao6lZU*;5#ucND*v+R3tRbQ7RDYn~?HI68?({0=yBEXSqh=;h3U=`mpTCI~| zW7OfE_I)?3r{kc6+L`g7*3}lT+7ETy$9{YR`#2reuRoPlHX4FR!3K8xI@;6d z^e}6Gn|uGZUW@P?hdgIyww`aSKm!1aT8Ne*LgFz8Jvu$$+$6Q)Wpj>)wSY8Uc^k3F zkg0>NuRzWOJ-4Q3hWu@;p-AgLrtzK^BTg2bdw#mHoOnlYdUwSTU7!RL|GuRy!rn7KPY^1Y)KR} zC7u8LKDF7BFKdb|riY9F?FB1fw?yHr!;<$3EtCW=2;L#>X}uG&;_Y;^l(`be;a%jx zZG(@Bf2@h|-&r2G(G6gj9c+vVgsWF*mh#A=P-CA$<8kd(|3qi`&-1<#aO~Snk^c(i z{$H&3@BD?}s9T;H{Z4cq(x~acICS;a;(mvgNpO%@oT;g+n~9>lYPVS?nwQRdX~z>~ zgB!cs%Gy$MrYzd`702T4iPe@Hy`=mj07L9t+Erb}P5g|($euVB643{wnNr_;-5`f1 z2|brpNtV~D`>aM^yyFV9U!*7YJ8)~{2htD?4Zc?4pBf;ZrF~@mI37g#49TxN1;Vln zEfbO^r@uAnMkGT_bfYCAzqwU#I|ZX0_ts}P8$HCX3t`EC%5Kh1CMRbW2WG5$BBe}o z#3gD~tZAyPmBM^O(Y{oP8lq)i?@9x6=8+>^o5xflUXc`}Aq(LJy$3)(&c?^&w8(Zj z_{2_*9bN{yokZ;Mf|3eT0*Sqvoy8)X5GRycd2x9%b!WQN8p2`}(8#>Qk9SYq+@QZ0HxW z6FK9+ZKkpPu;?#dxl-FRxH)_z-%Z+~`L~D&Z(`;C=R3}P{h5G2(B?2zKM}7}gV~OQ-&=fx}m5|lt}M7K zu%-KHb?gjY4di!qCp^f;k>9X7t+O`y5D4PGd&8K;3Bo?lI-f0P zq8pGkZ~QW>NlV#|kb=J&nyHI4C5XExf$HCzW}kr7j-hcEgl|V~E8?dN$kf;RRd(Cl z?%5~F24f{VQAMXJ2_(im8aLP*;{u`hVL8cJCUda#Y$;=+B^@0dJFz?PzIWj$+js(6 z0vmRsTi4Xvg;Jcq8!c9H!X|d*7>0DFrv+emm{!ru!Nd5>mat(T7FK%C3hwg7Fpf^r z3;IJDuxN*S%O}R1KE1)K1>F}e1+xUBb${8+w}c6AXr?e^>$qz5tb-8DUB;NTXpZCc zzVDt<1Dc)nGF(Ba9LdcfnDG0FI)EUmfkH}N{C z$sDllR|g|^v0U1F{e95I32^QLe5~?!-2E#6`OK0a-`Iv>(EK|h^X~%E;lb`q=!+vA zbHeXthYc9g*G&sc#A`Q$LAcJsz3xSUL@h_yi!rgW=}USFg)Bon;sTn5JlJX-6Zda9 zu7NLan`csBJuC|^TX9q;mGbvgC_unVFlz;(;e%fgQXGc0wZApy)iY&0EptCgw8v3uKX}nnrJax_Q1tn_FwJ zw9*XYH*FZi9@Esc#e_Le458Usa~{(bX{IS`Jf)AYp9I&6l!6BiB5eR)Gv+dA?nB4%q30k&Q61l#?b zLhA1Fi>~!*+Le86eRfIT5o8(jv4EbsaPJrRo)!{n)8Ki3{`oJX7Gc0C73a5V%1fTv zfvN@pM~~^Wn5=3DDk-2RZ|KzC&4oFVSy-(HwMx^F+=+m7ve6PZ8F?KB`yYOAa?E3> zE4yqxI{u=~#~#uLCOP_f+bov$r2w7MaJQ!eZwIv47dt>Oc*n(7)7!KMcqlI&KYVx% z2J}iJWI?A9!#I0w#82BTw0nV#3d_CD-kMwj6r*;hg-U<6QTNm5F6|!zaR91MNv2u^ zuMwbm$BrH9Vd@R0>nlYhrM+jX7(+`E4LD{!1!r+c)q&~OFvIR-4yrd&65G|QgMxo+ zaPdDX*$G^o@EoGB_XNDhdJ7Ggb_z$Gj#H~xyA3h`{mX?mftkHXD{F~2h6fU82rHbu z%;JQ4@fwTQAC^e-%8xtd%6@DdwBH^#*P~(w+=NXf!8v-;UnfPn*%`#PtNV`o*&VAn zC}SnGjlQ2u9|8$4uLOEPJ_p=%Ov^n__GW(q`fz6Q+s<7v6$}$P#R0T9h-bIF^Q%mv zRDs8asc$CZ#U*M~SA3}o6wdqW9i43C#D#S|I+XejK$3h$`3VT@iLfyeK~!G*dMrZD zdWG{Wl5$N78%`&&cDpSZ#D>#WPA6pQLp``wLM&KW)OYbb=+aqmEx2Zv@aE|XLPe)p z0KYoFrGr2JK_aAC6Q&OFjyG`;_=1_DI4!zPp#JZ7hR!ts2pkiZC)D)sG`nr&_y=oGD%n#_tw5oSEWF;)CG#kI{ zozk1M5L409!O5Nya+!&TC`BN)rv}x{X}}kBpOUo%1};JBVY{02?y`dJvaycc%GHS$ z>e>hT=>Smqul=4I0RvvWf&!@qAQ&b%4iT=2yqAA?QcAKybDEkQI?MS#bR+D&9%n+9 zG2l@?{P05&`kI7dVtRVtFD1`Q-*}S3`Gtxslmi_|BQBs=azv_Ji*79tX(ufr@v$CU z`uxb80;~@Bs-@LNHHy5U96#&(i1GX0MSxxIq zl&S-mJS&PK@^TtHXHf?B?1=N4UubBbs`Fh&qPe1J<7&uTSxyc3`h4NZlrB>OHEA%mI z&7Ppw5{I7}a=V}WG9+VIbY93m0`?h(?mpoz8yguybhu01XEmZ;El&|@Icn{U{tb5y zA3Yi)iF6y982;)IXfpg6+<1|ISOLA(OGY1|?(CQE3l#@tNK9$s>{sk!viD86<{zey zp}hk^C6F|~C_l-Nyk}?=!vCbatgNoCqm~1N)REjHH@|#`KOvg@Jlg}-9^Ah7dS~Hd zwZ_)=2s5z^Ydz^#;GcR-JeVyETx}c4y79cnw=s9QP;l~(azn(|~& zSz1+B;}mRwHcI#}wd!gaWma9%*xT*g*>pr#ns>g9m&+gb`}_HLw86z+*0lP}e49Nb zFCs+6gYWd&YS&iw>4<$Va@)kV(ANofxt=z<=DtQF*L)793qblB@Aunr0|jLxw;v^K zA#U2PT6OKQbz%$kp^cCTV}lR`o#tAAbjy}x;kYKkII6VNpc_-Sys12>++L0oLF;!P zXKMsE$LMw4W3(hRu4`}2_)ajj7Wg)A;5+SCo53U$a-#u7+1urK38w~i8xKTUz5TLm zq(iV`6TM9bsE(DQwNqQx5Z>D?lIpz?sx_46Z{81pbIBie{g zvS=-+KX9$Fco`-78mlc|i$=8r1|mYP1lkc^2o!M!pOgUAXS)=x5xyAtNc02Ms^xIv z>bR}_X;vdPB1m7;39PZwLcg;BaZeO20c}Jb3n*pWwIb|? zA1XwM{|DAl=K>zJVThU2$LbzEz>SzE(Iz7L76syI0#w0+tKjM$&gdsL+rlj4NFdE( zwJ|)qEnMl!9h}m+ba;hxZO2b&qk}%N5z8N{E;oT|r{6klAOSxP#Pdnn!y}j>! zJMqZz<4#+*p5uju-@KY%>PyZRJWklE_9*BY?v?x5dU;(C(*?RC-s~_*)H`M;GVchW z;l5~*p~eXnmEiRWrOZsi+9Py*Yq_|YfE#OcI4}D5#>*2DETuQ z=5yYBe!u^of1cxbI=&sBZ{BaOagXaduk$>wJ4{zweH|?aErmi^cTht`pF&yjfkL6a zzh*Ull45fI75=lwTh-Lt!0ovAXQR|r!lB6zgmw z85_DM3#qz`GpZ`a|C=ut|HrZ7mZFlznf(owY3=8S3x5c93%cPyYc46JFsdy75nvHB zk_iZ1`lE42LW6~A>Ccf1GLowfBmGtj_e}ARX(b2)>X<9OkDle|0bN}&vOJ83f&+gr9 za&mH^*RH+BCH3xUvi)i=WHB={6LIl!b={Ghm)DeSz2Et3{yJe{VGSJ}bz@`p9ahC_ zPM#|MzK5PP9#L&SR)mOv%wtU;6f)J08EBvaF2q^3?C^v`yU4o<1!b?s#c?{J3Dw zJ_Q9X7k}H ze)ym?HQeDb+I0Z;sx$g=eXEwl(OSm7@85fHM^$%s_h>KOxIV0W28Je*mAE<%IzEHiq-T{g(W{fKCu6i z>)6=TR6a8~q~)`FwmM?N^xU5YJzd=ZOnLWLx6+uG>;LzEh(D|w1^5$mNulX)FhDw~s0v#{= znH`GxoSj-%>ids5&#C45$=M$bcOw?9v5@TQ{hS5dDYEDPZhxO7Pe(C*c}lFv`zN1? z1%+qVE*AOof2%NFwsv+GSJ13aHhN_2`AL}!tMk$xyU)qVS+y7$7N%#b6~HcLo_wr6 zmJ*O%y1)?@7Ut<9PTRCiC+Sj7&Q2_d?&0CAEBDEYj@g8`7M(CYK7KLQxZBb9QZ+>cwY6)yySoS4 za?%ccCD+TKUbQjyQ2+GnYZVuSDBF_K_DcoBI(5gUZUn>Sg#e|}gMx5JWJ z_e}N7Xm{o4*jOOq`VkjN8JQZa@y2`?i+z4GtmJJydP7v=A3xqcG1x*!CMPUx?Ru_# zwZrXXR;8ET^hl}yJQ;o|=Qc(}z*}-&f*iY@R{Ht*89p*zckbLdcTdj>o&EEdK4n|? z{%P2M86!qXcI_x?%XMU#n4DzVyqWIAi4%qy`m0{Qem&6oWV5H2SI*Hl%!Oo_Ln<#b zRK9z+uHo+f%W-iVvMgT;T9slBRMga{DOeK{?p=ze78V<3`8k+wlW@*Q65^w zzP|eqO)v2(ha}rphDbkv3S#NaiA*3V$>#M-lp${``N-&r3JzOHLbH9W`!d zVZo0r=`+-7N_;Gc%EqnW&^9uxs^CO|okX3kx${SL4ZqLv@8z{QVVZ zX=!;_X;Yp&d2-VaDJ*m<<=(v)*RHHm>QXgU@EpHX>z83|4DZ+)FJZ`BoHp5MTF^PH-IyBo zaJ*5^X9ZaSBAXAdZQ|oPrS{MwV=H}+u&9ogfOwrHAhW3+8DT&2N)^AmuoPNDe9$RPsOeLes@#C*uJ5{zH^YF)_Ej18wDd`+U1HQc@}r>|#&7 zf9fMH-po|MfLvdV@(qo*y$UiQ?ljT4i{?wa=iBM!6|?)p~ZN4H_ahPKb2yZheUxV6Ve1o$cfpmy|d zICc{D@i7wn1TsEYMN9AAU5y&)sZ)!{krLlcUO(Q)IKB)Bpx{AKY=D^^f-M{hv+WPt%8S8)-mGt$Q&GVdsGYlSt$0gpn)iu?5frc_SGnDPgwF%)P zMx{epio&V+_9%9Rev0PibS?gU`#33$FHgH=41eA2)U0@U{g$ZM*pQD8bn1;d1E^M{ zx1tzJ@t>aoHd%fB#*O+`cgzBH@+Mvm%FO4)U_J|6JFcHheEL-4#fuk08LF9BH70%I zJz0ie2^{wvUek0STKL6{grKh(;#8C^H{IDdbPtE-KYgm}Ft4K0uj&%yjX81cED`%8 zZDw|CR`63*ReIGq$z8jsShb&QJ?ZD@=t%o05|6W>enUx$!n!8VLRe07?T1X-rec|d z(B_ygNw4he?Ri;g`)9@`CboZ600^a{oS7cAjUH01cX4qs(&xt1vVF+KepOg^b?28i zhyL4?8vgr&-lU)`pah7TWRU?aMhPH-{2Cf6C8HAQlJ@PtfYxnxXgv_wO3JUV1q`1* ze`X#^l0P3}@IX7osU_2)v*gv0NtezNOD9Xf+~IGpBEG*%tbG4I%X!^4KE6zW|8|Sv zIj8fHxgr>-WWU+JvR>cmkH5VYcuy;iTFCdtEeTs{0L`6_9|W*!HJyKqj6_Ck5Vyl- z8J(PD6Q7!#RDE@B(tUE!XzuS{L`# z%tNI1a&vPdwMAA|*3-PaYHYAkl-BecB`6jJu3~>SCpt6__oz)GyXv2&Z+iB~f!DmX zK{!4>z9-N+EVNEpO)cb%W)FkWV9D;CJ9m;`u;a*!02&4^3WZDloPZTO3k!eV;WV|Y zj4Uic2rk8E#;CEOFUH2QA8$yyYF~5hVDLbshnJVKx3?7PsL{>~i?$=*UOffPfO7ch zv3mC4(j2SGGR*$HW673H%BF6+-qmB;{6@h@FJI?0#jh_@iP6x@#Y?f@P&hE&pY*&2r;nKhdNonch z0248G`!^#V=a|$>iOFk1#U`!3-GXS2^jJ7q8CJ5tZ&dgI0oUdA=ZiV~iEwS4t&Z_BYz2U1Wr(SAOG z4fXoUrWNYy>Za!A6`)*DI4CJ9Qij_L)1v$s^{SWCz0-jkOPN!C<4=)=q#;~%KPx+X z2;#J;-+n~p*Qhjg3tTOI7ykXYC3%e2Jl7!*d{`>>3)b$H4`3+zBZ97CO!a~vgz+XA z91%9b3XQsX^Ah)kIVOvIXT8CaJwAh%P~v6O$Vo~vTUl96kJWG!vglrZU}&95^`2h* zI+NcrFj(vbo59V^O}HzQY%8nQ;lE;t5}0P5aaEwk}fjn#g41;U45{Y*F61#fdTz# zsURKx5CO#_J)gcmJuNK=E5xq9E+#ZGQXNCq@35Q6=;#sz zO7~n|@9qoT7T#HI+w(91cDHt)WN*!~jQITgL>ibL{UJ7wNN+ttDu!anLcx3imP*D4JC>SS{kp@nF9#iu5J%cTe9GX&tn|rMhc757 zIE%8`eR3ruB?JJJ+Eh4_-q-cxz46nG)JIW8`>PnAm}XnOQo@R3Q zI*5jWk&P`FWTg$@|I^&u?VnDyWLa(o$kMO#udJwuN_;dY?i<3ueGQwRfBSZNukUY# zpB=KY;v&S6fq}uqNT>Br7ZEoW!9!)4MvrtKXm7c~v6~hc6?mDZy`#fpppo~?*|P^- z>_KJ;8{F3rbNhJzYSjqQKB!l$Xadp&>bL#DltoZiLO4#Sq6AKgJN&f-xbT!yR zPyOf5jkQcMsH&)Rf!N(B=P7XI%9Xl%mi_&6|NfZfIkElv{o7+t9H|9FE z(1Oxe1NY|bEzlbSa_Nxe%%{g@L7?vJ01zk?6B84nBLL?(e9af5biKc`cg_0sYNnZvY=2RRi>=b9^<4EkmeDJvQq87Yj6i~&siY7~mvm5sc^o3hyZO=v4#GX8eZg&;$i}aHgO$vjE#*Q zXnC}OAXXGK8_Wcyq*xWZTTUwet;v?%+99)rkx{p=^AHrI@9*zKV2_pqO%Um!EO3Pf z|jC_;7vSlxOr{B~aLl9^S^Rrmjk6E8&-(IF|>JAwwOFej@ zFV4=+P6;68As~0vv-z3HN|aDfPc(2%{QkP(+O=yG9wyBPhZ9#r9y)XWd}Uo7ElQ;t zXiOeR4o8Z-*8&DnQ#@?0g@;#wX0G-L9o$}rHQ3eNO+|JNW&pUZ3%$%NT zYcr)Nf(xb)%65#_B{v5}P#>d!gSfk^FXESnwqkfTC@bwzjq! zZbVH@Es*83;RK{3pr>l+7LCu2X@&WKeWlO_P2UtYc?NRWP5yoBoCZAB|SGkU!CnpMsF>+5CDNO zjD!8eKvPe@!Tm!A5KSeH)v;nD-pm}v5}~4CthVK8dspw{{%Nm{puDCN-pBB$L&M_c*=;>-`3Sgj3|mTW&NVr`{u^Bw$cmx!PAfS$60GW!9$$N7;0^4sfIE(HZyth z*XQTzc6S~Q6_%Eko-sSS&z}z}_1;*I2n;8 zC2n1Eq{nAsdd&W@+4I$u^g%9!O6{b5VZh?}5(l0k0I#W}tV{~duxFkAvtroZ!6<`y z5CgclxY`QbxS=I8v9f|YQQ6E3T-R;cvV};$?fu09$k8h(&B!x`HQK7nY_$m3 zfzLZt;_iZQ;_9u5R6lb@mT*T{&HU2R>^V6(Yu2tk;O(7TC7-qR?8E>Q(EDYGD!q`( zm<>+EEXvW5%j;L^wr!E&;UP8Lt-Ysr_|H#%ifoO(ew`YO3bY*hZ{NNR ze0;!wJ(+y(UNCm3R(pdv2LK7t$Rymp?VCesWm@7Z=k4uH_^R#JC7jaI()Th=yp0Ua zOt>*^P1uf{3cedLZORCSRVxf%b;?_Pj_kbr;ll?C>$mg%KR?{Ft3P)9cJZlm_%Ssz^UGZi*@Q5WpefV@DxFl5SJf5e)Je@ z7ItoXN(Gs{0*_qHA62jAt!fdU;y69peM{Pf15hax$j1gLL_$)s0=caE80*+{m{ko_ zA^jm-Vypj#!!(oC8?3v4d!lD=9Zf;8180Zb_qXxP^#CO_6y`M7I2Eb8(=|$dKnh5~ z0$lxbfDTWeJ!8Ib(9Xst;Putb{0a&sRp);F`eozdaus-zUrw&DR`1(E|9$n4exu(4 zXh-BevJdUbYT1+u-73I-+G9tcNKXUyRfEFvw0S%vSURBU%R#*Dad`i?;uJ?kgq0ouJ&iS zOH*$pCa#ED(1&wDQ6yBxqwN2 zc(86JN=Px+t<$Rbkd&pd9=}<{{VjXIBAkf_KtJ8-w=IeGr{C5Vqnn5mTEVf!#rujO z_e17@H3B>1uw~M@lYly?)w{8*rhy0VwO-h$2@K!o?_!*7wFRT3?(Dq1WOjHjWs%N_ zZ(PA&^*vScU4)hBzRukpR;}p=Sx8KU zD}hE=c4`7C z89AI3{y{5K#`r{&W<6&arm-p4(cnd4VG15tLrY5;>DBdHaTw?no4>z4_l&!I%?}3r z^Pl}K1HPjiyAw!ZqqOtJko8-_SJAO2Uszn&DCNNT_U&7D><4fs8xYiC5V+n}aQQM# zKt=g`sPr~)Mi@UaPeCE9nm>s#DMvbL!u}>QJ@OX;T;? zPAaAXH5qDpx3P2Rh zUuER}1);HHih5v(uOiGGikDnP@U&a$d(@tHqWC=bYI3S-{8} z=hoHDPP3_Eh=5CovxLmRWAi*(xGz-S>#Sqd-pY%EQ@2M+aL(x0~m#!F$9dJZgs*gIFc-NQ}(P7cr|V zK)qF>DknrSsxJ0ID6^p?D>XDQfbNSnJptDVW-<+Uhr|)6E5Y#R)Xkmw^7ZSIf$iDR zwZMD8csxf|t0@^ehx+qPr<3 z$MoQug9u2ZLR>OKI4O|CW9t9JK#^@p!Q|gpmK9f(m<#Ns&{DNIJIgra_AczIt^XiU=E5*Y&7fE`@|>9-dp+Nl3~yE2|e^eu*0s!o7|{ zUFD#7=dG03HEo@^38c1$+0jJ5BP+HF2$XepT4%XnJ)`E3R#aD~Ap{Qa0oLUupzK}{ z0R$9FyM5a}mHwB=ZkW`2v5E2VZ;TkgH#-uq1;x^Z>UeH;Nbm`LTgQh>)Rv}!V^A(! zF$kKg;NgKIk;r#g6!u|X310*9wQ`^-&Gy)_tyWxHwyXnCCt)3#r5wdkpHsxESMo|q zN}669F*wIkg?Y_YOe_N8hg*`xz>r0AXrjfH=g)<0o}@C5JHKcb;&5I^r@^jZ9WAZMsh8LNHH-Xo1w=*Z z%FD~i9@9f{8SgrIeql}y6j(S0moRAnUP|y*xsP_0M-Gov+KUW6z`EA&2Z9b4TZFmj zO>yV-GiT25NJuau*u|Q1ZQdM#hf75i=_yri`Z0Q)2&;ff#0_X`V?zPwILr_8VE1bH9UL`rcxzqYi^&x=D^5E2JAdRqXp#M>A^?Ya4BBI7E;E?xJV@!Y+|VW z%zer3=64^@sbNd{&C>L(t*wOpAQBHN>!n}LKfMNOs;aAPYomA{8a-l%Gm8W_?3!*| zsz>tK++h$~nyKILuzYxUq(9GsgKQ$d*&J0*wq&v`DO@71YnhmuY8;h9lUU*}rkfN_ zH>GiyH%sVhyi&CdHQv8x&z=|FKbaABf-zp2kLw#6Hgsmj#l<~noZllWYf~0LrJ5xw zd^=*_g@q%W$PCgK%3mtf3xMMS>jd*F_--`M5U`yyo&}&zR-p7|Mg$eIBuqp`&#- zg)z*P;FY&}&r?^_f?{*^ zu3fu8SB>=2SOku3e?m!h%b+B?b(VO#K|PBko(_~P2T;7NUe6gyjJZA45uPo*U0u3; zI(Bxc?Jl6E-=)I?M%nX8M#;sX+Iq81sIfJWj544BAz6`0G#=BfTc?Ws8o@bW)Pl0J z$};v?G^l8hNBp=m6h@MnqH+`zLV(gCPsOdeta#b|q93yN^|jzdzP)wBO%7&@S)} z4FhDUgVe6J)cE-EV-A?cE1PzyeWw^jhZQ~H-gibfRm%rjYfo=4fy{+g1wfFp7Z&y* zITGRvEPIUX=666ZQ80h;^YbH6uEtA>&zB380~!;7kFe+PWDp}XQV22g6LRA3-@nH) z_lt?G11F7$p$??H-&{dXZWFkK10U}nj*;%_xolP98-_Be84S78U0efd!4fHkfW-VV zlrC6_Fw}rWYKYzBRx0Z1BmfT&4-*uB)Jey|K`5Z&>zd{}Uy=^^`uPz{e_{SwI=Y~U zhzO;xIcNVICwm1994R(IvmgDI56ILb`k406SaqmD7wj-=K*tDaW;yZR^)%Ii4 zNEQG9NUUBeU8C(d>L%nS!FfwpjJKRy1Aqi}Hc>2K1Lk?-;qLtM{Suah8ku;(-=5+WLdaEm!v zTIbnc$F?R|$<)-e?A^P=J#rgRrbsz5lUgZ$vE=!)XHOlP_^`seU}$f9d0L!|WK>iX zO0=_c(>oUyX5IRJ{2+W33C%01sf-_+raZNu+vw%x<>2VpjSo;`GuI@<#}hh@TnJIf zz5KZeMQ3N{;1@l2!BtTRH{JBqRv9H5GZx=#tZK5Gw_D`XgK?@LGP;4EnVH$GT_>(h zpGN%#3fb7{s7Ey5yw=TvXU{4STNTb(7w~P`yg7~7WbojmDikl7Rw^C_?aAIbGrEv# zpvoj43j{{g64IpM{i}`X;K75pATQ**c7)@V?8bVkt6OtyD_3JSD*-sE)bGQ9(|Yad z)nHwrn?veJ)~?X4({CE`B0CaQg&mT4y(C16O+*nm{sgUTlax6 zu7zC>u!i^>kU&HymFJKK>-xPO*5cdfI|?H$MDWU2f;n@CsSZ^BJ2fj)rzf^s=HIXL@@eC z09G4vfFq*fnRXUYmWoM$%8(%CcoD@F$Xw{fHh8n@*bVaB-0OA!Dl`>^kGA^(#vn>B z!K(~|ZD_|KZha!rA+U^L1kpp4(mWZV(3`aXg4O+TRL?gb6+a7GU6pC@U_IxSEn8c6 z!^gCaL#hlU(HL@d;b2Qs(*eXqqG4R&lIH;F1kv6*r+*Tm8^p_Ft5+Q0TZ!w1=n^B{ zHxs~?6B--XsdwV%$Laa0&M}zm37d*|v|9H}Ua>%GjXnx;C-=Q5{&QWvvSXQ7e>=As zbtsTgWqtjl3h#Mw(U!YZ&4)ZaB_Zd8H#ZxuT(!y;SU~f01J)LW0x3l^<1T_{B3uxZ z>Ehr`SA6J(j)va7uED&*rHPW9-SBS6A|Vi zU`TXtH(q7Mx{NTYhtemxof)K>BtA1~ma-fKbi9w7%U}ADEvpiBh zHub=3h(L9xc-Yo7ba|dZDMH>7ERrqyhN`tC7kFVt1!}N|UxvAU5j(D`rba8Kv(W3o z86{7%kBhxA1_{GiEyt^T%4q-cD4 zLFjWPOqW3u6W-`{(tN_w@ewf6WN=2@vS=kmvVn)+?d-9WZBKa#i$UzOK630n4boVt z7pQbOQol+Zd$sMzxA8i(pln6#u4rf&N&6wcV#NwFe{SE3g~y$W1~k3(OcL?hInZgz z>H{DTcl2GQo6*n%-G_+AU-Df&(&ss zP*2uoSMQ$4Yng5C@Sv2x=sM zz^JzYgpz`}KT0Dav=Q(KBoO8UCIvKZ2=)|*ltc1k!FmMOQ{)@srE`2aa{$DoL5jc= z#Er3WSdu_cTX8-MtdOuWJl&3Y>P8;NVjd}|1wa{tc$+Z}h=e@e+FPfyJuAo>2Ra`IVq5MV;!eE4?Y$h z^r5EMzrI4HD?2$d`^U!ZOYT|^4-eEpVxAmNaRVUT4I5?Mlhr!%GiS1u421**R}(Lm z>ED4S{;`7X-2RDzgWr*Dw+<(b@?yKLq@k(LUBu83!5He4tnai0aX*WSiV|=J1uJek z2$rgujo@qJm>khY8x8j2G-B|Z@dEmQTwjKRbrk~ zzs4DeX~eG1@%o`n*kx?fm={w%*f<+^+O0%|RsH)dMC72L6-O*B30Z7N()UQ`h6W~i zGzoc39ZQyQ*t2&pc@$(`=EyIvkS5VTYJ@ zyfOR-cyVGF{X5bbi9T1vx3C`*t7*^Qfey_D^!fDp^B^>h!t#3+?U=x62)5>Stlmxb zh97Qsa9{u7;|X$rC}&{n0>L#Qs$WCkCS8xDH*QA%;lodBb=zLrgQX^+pPklFtlhg!Ab@0+V!`0s~0?ZUA2jQh*IVzYM_94UqUy{~j#@M?{W& zjU9*v=6=u?!4So|L39($i%_tFj*gB{hc^TdUtiO~hm{V?|4okcOsOOVKM|h;L(rH= zPu%p>R8VeoG?Vsi*+7(k#J?zec3c2RE(8~}MRBfbbzoi>tUD75M1=WnvfWij{D&~FStU*PS%r`O~4l>v)Tj*UU+v_p=9^bsv|H!0~FR=TEq>(=NW zKKkIJNh38%EQlPd-oAU+gcMEGV*Q|}F)Cnp0bQ!FDVaDpz}*^`p}P~!q-Efg;D-~> zdxtPX;2W`65vBL6^`Ih;?_$wDM}Z~^YxSKru!gTl)5)g!Fu8NPrS+DqLs@5z&fmTs zAHSC6M#U#|-i4_7FtvCi$*Vw~gzvvDGWPH?Q`6aSZ8cviy6ixaO}hDpG-WzPo*@0byOY71;_ z&yO8Dae^jLk%CuAdKM~Wjp3?lc!~Eqdh}>vLEs5rV*b=NfN2tLJKyf3A)AKT>6_Bs zLGChhXRV^90t-ioW)k)pxb_Ko?$!H@fWWtZe`&4cg}JfIFOKL1*}@6G1?UOZ>i{%^ zVgYr7|3j(Y4XK~`SSP~;)%i2$&eeGrW0_WNu=WiETsZ&|7=ja$O?7O;`}eO=+;yS5 z16h}pai2eLf-^zI)ivwTEbBo~ZHS&hpcIH53Fb4>VvCAUpl&P5uNv+Pmq0*n7ZZa) znzT>8$;*z+$;(ro409cBi-LCE!H>urP~M0n1Vscyb{hBr zS&yDehknB&$VOa#NWnz;z&%OYCv^!DZ^k${id~Rn>0v!0?K&uvM<*sovA`-B_pCVk z23jnLLmOl_EB9h;G(TxOFPst^8tSvZzye?zB}AxLUeK5j=|E%Z$vR;np(79tN~MZx zT*TfKp$=^y+$fyxALh4H<>R84yE|gW3JQggAmAu+&P_Uz-UMW@r}_D@U(_(3NW|6M zm6yAFd-?Me0C~W6s;*8MDVbf5t^vAC!;FhqeQDZv_SDwamVw8~K_5}`V>1@e{5RTO zqst7C<#6=xg6Gd~{FDU(yoybff_EcK12~>=F;Q09rbi~?a4EAQLl8F}f~7lX!b7(t zsEBrm5jgtAO-YFw4BBW`n~e8@Y+vzTEF!6ggz8vv>m7gW z^;pkZZ3B`gYmCT|;82O*3=LW;(EW*B3-$;0e^UnJd+;HZhp3y9vTd&_NSUa9(xPXc#>f-_#~!@EDV8|)>YDH~KAkaWAA{t6o%br16)3K1kzo0BIa@Gz-p7iJ#f-tT|p=ozV< zJB9y9=|JEJgtS3GFa%f-G3*x7A|kYyB2^4Tj$5a~SZ58Qbobz3IJ7Y0$^-|sb$AyF zNjPQDKUIl$@9OH}$yulr=h(MzpF5OT@=Sz%1=*%~Hh26a04)~NDq^+Ww8?McHtCas zosS4@gxDjkCOIV!#r48H(ExybqOl!(yE^E)r>94(h(Nn#k2hmB&Z3ACxr^WqUna4D zVG*tyY<(j7u_OX4;Zd}6!3{x6xF^)dV{*f=Z;+A{tu%T)fBD8swC^8^*FP$sT1wXb z1@F84S5I6ZVGVtP-nvI=T_5z>R0m6OzD&%BIu}vFc$how-n~^QODJS|;cbW00}PKn zpac%jh%?>5!9fdwm^4A?e+430izNpUEQYp;Lb~&E9h#J=)OnvEtn1rm%OX%x0+2Yg z=KRnpvs_!RS^*QJ?bf#~C%6pSmU9r1&x&+fyUR}KkZGVz^2GLH<4@n>R#!YWp zS9}MFQUg+96vZvuzZd>zoU8vyu%ewbUmE54isaGyxX2h8Xw^W2R20x2lD`XN$BVU5 z7tv6l$j4U6WnpfSugk#};|z+#$X5Q5p>!e4RypaY$AK8|7QAU*7_T~wF3P1|;fXto z+;=S2@a#NXGAn)z*<$=dON-d4JEf)j5hgB!%n6Uf(j=}KNN6;`7J_+KgM(KER6Gi2 zGXpD0g=0~enCqWEe-7`bhv5@*HuMY5ImiRaUsmJ^0AEgY7U*EMK%nrM3;kX2^vOZ* z{C_@1ke!5aAg%UbkDk5t0f)&6f}avjAIn|${=FKYH1Rg2AG{$sVr`5lPNRFK^WSAC zEKxYP1U3AHTrSmO?bdATNVvJj;%wN^^M^JxBc25I)Ii9y>U-mb(-)?8s@!;tp7N>= zJ*}c=Ek!;j$q^SRDJj!E5#kgIh$tdx=Qw|U##i70aRuxv#D!}_;0Mv6jwqt=g-r&1 zRc%=vIFmqp0Yf$lc*GwiII`i*BwZTFEh!-2xS#wO@2@9e2B{6YhtSTA z#_-x;@0CdUC>zHBDnsomfAeN7%A0aRdgpwDnI7p> zt!bg34mvnIRB^i=zSJ$T)cy_Fl2P38!b6!;Up45eB^K;m-|@AtBe|`6@YN&g(nt*Y&D2 zjuc`6#AiFhoG#WbgIFog^4~AJYyPsN`!JC-5m&Gc5iR()K5Dc*N0zJIdbIo^b~<0gn-PS z1Hz7uH#@WW3LH`>p>~2B`@n4|?EU)-+lC!S%J4Dps)#=qdNSS7T1qJcfwSLS$INuk<1q?V$Ffsrt*r2{a8Jt}u{huva>q3+# zvrlvf5(8#7Z*REo_%FD&MbPV-YGYx{Cvk4&D&7MeA)(KQI{$x+2_(14hBm z+)hHwM^{&ul051$1L=?`Oq785_)X+k3M?pinYX;Suvqfeq}{Fk1y%B>RVUK34Pp+= zI0rx{MNg@oIC_+vcmtiNg2a|ehW$J!u`xa-je7p=nCu+KkAj3429(1gC;VJE69>pX z8IB&5kVS`nR6HxuR*}~LPsHkZq^|7rO5jvB`=!x)V+TST+`5pEP#J1@Vu{*aNs06 z^b?(dumC)9?bfZ0$Z1OZJo95>TGWSx>xTr8V&PQ02-m{Q)QI&LWxYKmqG;jGU|dp9 z4q5@8!p2Dm$0lGcP_71cJUKmBLA}T`(>S}R3DF#MmGQ72x(P^)N`@WW-Tm?MT7p56 z-S=cNgvD0Be(j%|gjrq@MW4i%dJKU_%w?Am!Fk{ksgsNCS*~95hq8R{rU@(9kH<#} znF-244M=Kr)V~D3Q)p|Lr*Azg)+W*I`t^%ouj=;o6p4)90b!-FbO?l^u`89;tJ%&q zkLjBX_0ZL$Y+Y{vSJ`0k45p8n=ouUdi}ibK zAv0QfzQC=cXltH!?x8I-n^)Yt;Ed!&#WO2qJ|1gwA4k9tw2Q&Ml$O@3ULV(=!|F4X z73!s48ac8aEVIZ`<@5N8cnQA3&5Qov z#1?EEOacEG^jCAgPfJ4NgzKJgU`v<(XVR2?0}|Dx%a_w&oPbVyzU9KJ1K{A_IB15l zXV|6&!Fj5uY8}CwAd(B2V97I!(r6UHA#U2-360H%d=zlf5KiYRhnKAzDhJ9g-u?Tz zvAvPQ6%QPsTA2HzlTm(8Ghv|)W&be)>%@Cj9a|~eij{Nl zz>wdAhSBuILI&a)C|_#OE~9_{#=f{a2_lXVqd=Gf)D~b#$B_4s5H~r%(gDB}jENtc z?}Medpvw0v@*UZBRWLfAh2BfTq-Y+;B%55P`zC6Jb8 ztgS9IFb;gUM~9Kvn$?S}KK<)?1Bh7~DI86JQlIoy6ZQ+FG&CS0GBelkjMxh_46UR< zDrc3RxzQkD`nM@`iAG?8B6{E|T3gw*Vz-wAUC?0_;;C)0QuR$X?UIyC|8nd0?d?f7+A1rRdrVc+ zp3MIH_og{E@}GMr=B(!!$YkaNIDy8f2-hU$KjW+;Yr(n`VFN`EKWLi$Mf<_d9=fZr zg#a=lML@W@m5@NJp;+AOOQw7198NBd`2OtcyM*Axi+aW+>&OB05)u{)XGUG&lw%HB zz3%!KbtG(3d>EXk{Il9dkvKDILxffUIdsJCKug0_7-nndZ`c0W!^CvB(5UI9&x!!W z>4jfy>Cq6L;UMN%!^bCLz1*f9g)>&}?zJed&>ibGyTn^G9<|i6d4Jl!7iB)|mZGm* z3>Op@=e&-*Jhcw`cGOR|Z*ZZ&JFGeM{YVq+foMZK;+t3SjEDnR$?6%gwhtA|Y!Byn_(M@8u(ahRBJ!L4cgBIr;H42Ryn|-he@Axc%lOjpf~AsJY71cjJJ$1Z4M?)3vvb55 z?bZ|XpeFl}gZ}3TozO)|v{9bBx^(WB{^ ziT5NSJYuAK?n3x5k~zqa46C{CJxYR1SLQdNBir%x_tMw$?h%q)C7Nb!TRG`{FNBcH zZfLt>rm6;ag(90YMT6=6)AT!X%U31 zv1L8`){s6$a`K=H1m@#}V?x@!jFS-F&hB&XqM#?u*3oe-IwlL1Ucgqg9$1G4L4}an z=#itM5O?}gIdgUMWpF)lMf;e9*LNO6I_gW#;7v&Lx*^E4>L%qyTX4Qu)NdU9yX!!)_>sa;r zHMLMN%}k|U)c)CDyWrx{>&~vPd;D4aLDnA zXcY{%Fq3LBI@%QTeJU&#^->I8iq&WL5%mWWb}+<5#Hp&Prl7wOVfa-}|q`Ic+%Y?m;k*juz*u#4v@!tfdSg4w)J%2h64R6aYVwJ~|Xz zX>ec>E0~CL6#Ke>*ju-Rc263^ai|ji;ikzwpb90>(wL-JhZ|`7K`J+FdlqT%Bmc(u z=oW0l<+Hl3Oy)Lz`i6rAq^xk74q<%Y(hTbd!;G^YRuKUWh~UvfpRGeM!B9xcll~BR zSP{MZQvF6hQ53<76>sp^*=FQ-$1zDSWwcxHed zY(4R$eXj(l1Cy)ng3W!?@qa(%YkUByO$xnoIQEZcW^C_Ug_L#)xZl~D(5ZvN48@0A z=l>63?*W(d+qaK@GD0X(A}Xb5$VeH{Kxv^pHHfH)q@9M*kde|*Y40nQXm66pY>5hq zq|%UvO7%O=>%wzC&-45J|Ih1nzwYP$eyQvFe9rSdj^lVA?>JxsOcdb2lmYi?I1$gC zJ69eCFiZ(MUzX=2~nLR?E4}p-V zwhP90+B`?QLsLkh1s)b47cd721Xy3({Z(t%D(#%BZz%lpZSZ?XE%lHQ-Y!@*Xno{6 za`NO=rkTtfg>XVSm{~;L9sctfwJN%u^HEVeWF!?{LG3{8$xM$@sGxx89C+S5Y((*^pIw_wGOo0qy1DXMp}TOnIWW2m1rO z2Fb~G=$j^~=#i>P$V7!q5?k6tY=^k#&#(I-Xv55Ua%*>(Ax<;!ORlIql$NzpW zpa`O$BFr=y!GUEHMR*9}JOh^Yu4Ate?rgA?9DR@^>l}(B$^G+dsgweNVg8=ZV4M-i zO(@~tcaEMsd1olkDhTJf5;+Ep2$5jR8p#R@&VpXJ0!<$TXlcKhL(i8~>uExm0kCG3 zgoIY({Ihv+mrB{47LK7=QXx5CLS43?;BU^iF_jYYH9Uq{wjXQRue$@+1(PQR4Fsyd&&DFLveV|=<4LZIubXtKP4h;^ zPiSqQ8S6uqNpb8jPyF_H1bHyH^b=#?2IIe_HC68=iJ_f%7J6x_ikTY;KTvl=a@a;>|u}90Z-)X}vr2kO1LdV=Py5d*&o?^9kV7?;9Htrb^b(=|Z>S|XeWOVlXE$6~Q1AbU(A$D5yvxs` zXJx~*!vpBs*jKK+O0Yg)p%MW*GcxgDZvb${k&gxRE@88p`;!~4zE%&xLNRXw!2h3fS^IOvjKjPlg1Lm^K}GynvWn;C~V=04eTpRRy+e(PJ+b zcfvJZZ>Q4-@R#uE6l4B>bad1gR2_yhgtA*Pf`BVqiLdqpvxS$#j$^c}Cwz-dgaF%l zztlQ1b*81LKHo^Spd$kLQU%ux-GVHNjWh?i)DdqF{BNQG1tG$jqw$l>rXX!y#BYFQ zIx*EmzSL^u1U3ba5wzET9CFYfX&Sh=EJQ^I89t;A+6GZWa;O?11yeY5D3%r}kT0=t z3z_00d@|Pt(@Pq{m(Wckv_ROw2HgrVP|h+d-wXQ`!utRrrW;6M41=(Y=(sBY4ro>j zY&A18BZDgxnB5~(1$mq7>`YXu;r(QVUyumNL#Gb(VF9Gg0N2`)KiW4ildniTN37)t zX^(tDoDwc~6crT_$qq(Neh~Kt9HakXMu%2O|8d+Bb}PyK3y2YC>dAZe?hzpXA)1gG zAA{EVC9Silw$lt5iww))*(cG~Vu}n<$$8XKzcvpb?bVjKyD7lT8v|PVI@DILS|y*6 z8AMwFqk8C_m?!`t3C)k6q&4g+!oeUY59V;;)TRuSXBo;-3_5Laj6}stW~+$e9SG!W z6x%Sfn2B>LX0y2lYQ(*?XJhzG15mC}br;W}be@ZWMSMa6VyPcMLE}f>+xtgrW6oV5pfK>Sr1k2FmPsCKi$Tni z!6P!CKmGeB8=0F~P)nhf4?sag#s>)w4#Guudmqs;1jO8)sPL$I?#RWC@+E1TBr9he`I`6vt0h&|LnD8ad)G3Ab^8tuP zOye#jlN)d(1vesgF9S*dD35(GLJeID>6mcgNymg3>hB`|0U31l8Bgmoa!3o}*}NFX z!J`aK6NjGf0nXm0lW#Yk5oV@`?@Y_A{(=LiZqYkV3e;P$J8CqDnDQb5+ z-A6Vfnk%@33pb8n2!m7)=zkA3uR+&znb8f3UO_EQCiRHifY2b|0l5rMVd{8bbW{l! zkB}bFQ}A!v#EzyF2In_*#()+Ptru|u0p`aqZ%eAQ~S=&=dfzkY!J8$&(z7&UBd z{%JGF5H6ERlnV5ORh#dkm8}H73Xpf}(sc%_`jW=*(c5u7$kPH9>O28DNTB)w3etaV zX9sbS01HXRVZ5)$)DuG+D?N1_8XybnOiPwEH#f7i1gt~ZBuB}kRZM(yIrQ@X{${g3 zHX`k1z%ZJblCfdBb9HJoE(D0)_v?Ie*YUjwZc^oANfCG&dnvNbt5{Hxc_AE`cQ>Rt zj}0d2=zqskzC05)`4jD^{z!rYJM0&B8eSI|0MNQ9e0gud)D0+rbPh4G%*m13ytxwD zM%JUv!uIpyg&2RzX@&O))^N;}53GOUA6hDBn^n>gvg=LLE~^-Q!=9{@Hd(@|?uz4h zTo%n|(6>L!kpWakl<2Q(7q^|*I=}6^noez#x!)Qs3igs@77=lsxPkfey!r~>VIzJg zM(h*cV91xE2yX=F>PlF?b)zcnB-~Xfm;rR->(XUJ&=m=bVP(tLuRgziIj6Z2$It)S z3@hA!AzXc{V~vrs~sSWUc^yjRBRRVR}**sx)P!znjK&F)n;$B*lGZ#{Hge$|gz zxE@c{V14d)J(Q|%T^B1vCU<8@TGh>>hosWdO~8MVN#a3(X?0*O0erK5d&3UI_QmB~ z4xBpnQWKMfX_)v*I(D8t&9tnSyF%z32-?(P{|&GhazQAWS{o1KhWbN!VVJ! zMoGU}R#m`tpQ3)m$F)YsjvdqM9;{i_(-WKXD*eu|eqNqFM-pot$j~o2On~GT11o@y z`HkPAT&#^k{p|H`w0=)uC_?ub-V{ihSwuSz7=r`OM!Rt@1#1ZW4as9?H6J-@dgW7+b!*8|PfeXsTI$@Z0wk0H^VV5*IhVw5#$OK(mbLkt5@CB1P+9p^-ZD~m*yS8G4+Y1O& zI}zOADS)jE0LDi!g!Wtvr8L%p42KXw577<2FZSMjI55HSBj!GdvW&$G zwX*ZXNXG7#5&l~DbjA0@CcM)2-@FLPkD7_7w;xH@4jqIVNZ7$eSF7WvkzRMJqs8YP zJfKAv0*i3cI(y?F^;|CGf?HPb=9D#iBx|RkLOlYv0n+5*zl4~Tx#c`|0vXwK?D?{z z78WWtD|mQJzStR(xQoIQbxg1UGDDF-e?TVgJ6IUOOg&7X9zixtYA)ZYF!O9Utbp9j zke=Gp9}9edpfNl90pg+U#E8x1d&t`IkeJotA83Wmp@2FgF87jGUu zePoFbNh|;=l|W&Cf~N#RHQD-stnmPcjc5ojcV!)wLRo>n0h5snz(?~Db2XAXfa#D_ zczxw|0r2t#XSTTx38Oe8R1xY9!a1UvYd;?mtY}|#22w)eB8t&kAgChsdC&)5`E`Y< zww!{xLJY@z$3D$tOVG5A<>TKr$2BZ>TtOfnPAJseWQuTLH!nGb>M zGZ^1r5Fs2gHy8Mshq9Cm+o2o<8^uha&@6Q}g!mZ4T~G}mNh+e=B-#y#6bg!p+KEOO zW-({UGL?rAdI39<;ENOxo^a9qdM0g9%CMGT2^%>MA;24yoh$rxki9lC-_q|a*fgj> zxVD#4A^|9RC|GqIs1oNF2;yTvuRKr3w+q1pb!8uH$_~+?fxxe1)Eef8Bu_2imi(5` zv1j*gV&_J5CBUX?P9G9^>SoLtF2Bml*VnhEx;<#vIN`2S88ljl-rchx!XyL_qAr5| zn|SXas6T{co2<$r(|cesbsJ7Wj(w3)d-$a~!=i$yc&uLi1+`Vd1YR5?pmSTb4PoK`iLu6}Ci+ar{tx0)rN|bFj@2pmT(BqP(d2i~Xeb9YOfIgPDBOG4DbWm7F5K=!wBU(6oJOrKmDrgeWxIS{(dpes~0(EBpVwILdP)4B9n}mm=Y5^OF z>D{S7VMYu~K^`4OcmUt?5dY*ZikBZ6?SNZBJTkR8sPy$toFMu0M=x zI9*;^JB&`v1MN`~JT>73vj!m@UH_ zdAb%rB=KRw6~U)IeDvrg2n6E5B^Z=AZ#sTM^9Vv`_1(jjq#wo15yCSd&P*K#v_Ahg z8qM?%jn{PW9cDok+5^K;aL4qyS|}ljbQebj5K{npqaha z(mhAwB|Mpcr4ro-YM{a%tRZ@UffIn_UMS<^z*JFQL~#NSLh{dH>(QYVmQu6paDOnG z1toY8k**hDa2t>-zpGc*jrbx3@-cw4ke3juFp+UC5j%Ip_^O#7@eC0(RtXEw{WAfD zxpN}3JvY&tU*)*m6aXz~PQX+w=(Oy=y=DT5A0!$Ei6A&wV4fA|;UK7ma=a4V8wAK} zG)E@$@TFn0XYU1>$uE|UiJpY`_}6IQ!PQs7uoM$J6a^v5Av6!9?SY}gYluQozt9?N z#%;^7yNr0(;gb+=CWr{pqUK*Zo?rS%If^qf#)FZOcS`xgKYoauJ$(V4 zc^im1AcMEILB9*sh3J+s%AjojE;PSH;OWFK{Y#zsCCypi^E|IU{2;z|f5as+MvQPu zZahY&u49dcfG0Y?bb5@5VCW1ry9^BsC<<}p=!dTW&xuzr;*b|!2x((+2?;=)Sc4P7 z4&5f<*+Ieej|=O~!1hd9L0Ix0UupUx&R z8}fPT%9YbB%kQG6TL%!@l6fE#P*o4stffiTTK_N5}SrFv~4FlQbMMMCo0xn{9 zARZz`$_sz`2q_EhA6p2IIn(YfOd#=R5m6Cp50HvU_5an#Qts}P=6oMVuR-qun+zq~ zc;bx~J5bUIpbe9J#CH=oxJ09_5vdR0_p?O`%lf3fyhfhg90VXgcp zP7O`6Mn}NW$w>*a9%Ai>pS&uw69Alr^%9EC(dtnDouk!0>GshHj)%k#0@-0PhN8&i z2OX4*Qq>rh_sP*l!XBJKvmy0m9v7w-g=i^iDg=9;~;*>L@#Ru)Rcy7J4=tPH~d z3L+)pvj*v+mgZ@5!kU@MGk6OKBmkOcVl9PiQ-z$4opD!y2P4j{f}sE&N&8^GuXG?Z zQN-K|y!(<3#m+wj00Q2Hx;{$CWZfNsFeo7$JF-=LLBvp}t`n7KsU z^Y^dpM|LhPvnce^K}LFrjFk84q-O#s{sBZRlk+G6hwa|8b1moo=xQ_FSEp5i-+5T% zmu_R3UxyL4U5K*8&GQg|Mt>S=g@$0%3cqLY=j00ZES@{dHg}Vb^5o(P(%=`67lmw0 z6x~!Cs$oJRLV{0lCh$YL#(Ak?hk!evj^{ADHj9i65(D%sJuXt4{+|9{J@cdUXJ9X? z_@UnrqVdH6&oKOM9iErx7>J|zkGTrL$7g{>4c!iE#RGWpo%A%0~%B6I8S2L~!nZrf4$%c&$5p;tUT|ctF z83quV$a@%dU{DHQ6_P5Ry__q1&A&WLiyb>RYJ4*?#EEAO!SCV85Na@riKVnb!ct%! zX|5v?8tG+3Jf9gZZd|a4SVsYg<=%2q*mOMy3-qAz0{NPI10wF_sjve?yM%@yju@q6 zVw(&RcgT)?S(22yOToSsX-G?kf=4zT0TWH@9@FJ;urA+y+ENxG7c%Y&F-6*vV64Bp zB)^KjKTw04J$~BLzOO~Z`{ET5v3;n2LN?UGF4RnlnPg&>kW%IR$K#BomDPL`NhXSAYZ?#(NK*a~ZTJH(0Flfz!EOjVV6tJ(-dHpxMFmw2-KwGm^ z?yElsZ1o}6y3C$mT3SkM!$4ggMm%jVjKjb)@dSY>IX7s;^$so+M)k-rD0oope@Gel zEPB9YXL-%eJpW%?wO4x2?t+>p9xM`e(p-3?(18MYyQR6`h}F@nwK2EE=;I_yL|y@| z-U!t>$y&ho$x;9yOQbYL4Hl2?lo&QX+JgC^2UzQM7ab?`Q|(B}WR{5-Cq|F6P-tL@ z_UAB)C?YroM0ywn2hI_(JS~8y1`0U=);e@Km5|Aj@XR68ApmMM%01kPg^a)>RAYzHjRL~0AXE4Rnu3yo z$i{%DhD;f7DC*kyV~hcP3K>x#liBzhbR%7WPsr$GT1%o4P1kwiM&jes4&@m|_DEa_ zvp9P6iOyd+0kI`Q0giEwix|Q_AXC=U>hE*7=KazjtJpi?X+BD4NBj^t@Oa#JBtB6xO4hfbt z1t9RS8!eRA7{9P-!NU>~UD3OcZGIrUzV>#*o0z;$O2ors5Mn;5Mu+jz*!xCO)$ z+2*lrn}LeBSaBWiLB&PblL|fi-BD9-hm%BP5{Ny_U{=V6X<|93QS4}=sH=`$ISc;$ zbcrPkCG`w13}FCv6S{)%XFH^&Nsslr7%5jGB5Bbeeyq8TjrfmkVGgm9-m|T07fxXf zIp#G)v+rO^+0-;T-VrTm$39}BeYA7_k2NXszjxrA1={K4trFj$q*N`S6u!1fYv{=U zOR-Y(%a;c-*_bgP=l@pxsn;mBaSFf-aH-0Rn(8~BH@vPfib0%G)N#Rj&styTB!s{F zOZH#GzSeW3bB&D%+_Kamjdh7k)%(ptj848#b@G%OUf-G$nv7P1k=-s?vnX%=6GB8kk;OFn+P zWo1-ks({FgR4iZWh)dKg<{W1=#u^f$zC;6o{lYB7p$SsH)zBvpwKw66F}j*nHqJu+ z0Qffnrww8MOCiN}US6ZU)to`l^G$Ad8BE+~L+sgGjxgT&O{=U#zDQUm>CJVA|!1r zpvDV}dET|OtQHhh$h5&GpTECVZPg-V(niH*2+22%KQ6c#G?SmKD8mj*Rh~pNzR!jp@XMKPKkH0;hz!O= z!FzB!HV1Tkm_h&r&i)7~8*6u&F(XMJZg>FupAuycFsYy2>x5kN^1i(-k7YzunLEf6V4VzVfaeZvQ$B*@DB`k>co*hT5bH~Dox89tZ-*0ph0x> zdeb!=EJCu*ejXc6+{m0;Q0$b%MtCI;1P`GcyOHO^oG$OokM~S_T>rx;ymPm`I67t#TXWh%8x=|8ON@ z`6~R~WCAp?xBMz1jvK&^w#&t9@SC`a^#PpE$*K@Ci$uH-Iq+lIO|JF9nh`T!TIPoT zFO#aZ7%iPg{X(weY%mv~-T51B6z*vlH1(liC9YBE%tT$4q@{s{KZdx52;0iqX{yk8 zwY%NGRQ>{rcmt!kp*XJ7CJ+DOe0TToOzK^c!$(jQ$me8jMN&7hVl&D+c^NM@0WwUy zEDqlu7(>CuKi__ilEN$>OBZ_j2)qMO7b7>s8T>~-urG?dS>m%oVNb+tTsi{zX%>s$ zMC}j4R^9yFUrmXymd#}HJZzvC`r{! zwqo%Zy6U&iGEwvhB8nmzgv$v4JzBrr0FW?|ofm=MY9<-xVS413!+1!`rn9|W>x<== zs>=WZ?Z$5K@8OWOS<22%-<1li{X$~S%15P7$VOuHX?qU$w?l^x8SSF!zOP@I;o^-* zdU;PLq6!%>2cxS%Q2ux}%(5|4drZWikKBF4b>J91kmwv1{vK6=_FP$2^&uT*#7OX7 z9BndiPFz38AOMIrOv8F%7lg2NJ`o3#@ZnQr^zHp4$d8fAMHhINMowVV5*0RT`n`v% zjEvybsf6-o0E9H=t11xv<>3ASZ$%mb=xV368Ecrg2X44A@Ij`whH;TC_!rfjy?KM#C1)v*x z2SN{soL}Q@Nj-Va+5Y|FIxL3dr%MX8W_g$1m&3*oR04{ar_Q!OYeOs+NE1b#7_EW6 zs7l*-EMJ1Liwh52KvDB;@dUX0ww|6VD4aPDeub=xNMOOX;f8>jQ^O)ArB3p4{0|)N zAHd+qC4BaXEjC6c!wD~eVH_+@@NX7p*Gyt?Iryvj znk0M7;SMu|8DtuXJx%=l-GTJL9KTP*8A@7#{>1Yr;Dkt4#mT}xG6k!e=LF~4vc6Js{l7r6l|f1 z^)rZhHY{6E>h7AiC}DqV?^W-IwpybB`n@#B}Tj>GRzrre&nV0*a&~VAjx=Q z7aq#agP57X{CwhD!8-yAqhBg+#U+1EjllkdyXrGB`$T|P5P<&18#q`#!AOkorG#BWXM)=$Q^fOG)@@lqqzw>e}C7GXX6rZ+B74 z4<*~lcrr{O(7*6^O*a?!|4OC(p8njg!p}cXVMd(F9K+D1{yw4>yEr&EE|XWla>^sS z9^|g)Zcr@yWl}rY?%#2oKX$SFMe{`lT)S^3ZM8CAyvlw?oM3QpVY%Gfr;F>3t#Jx^ z{=8?*`Ac@>+5YXLSHsd{wvN6mOiK&OOHQp>;wTBq}WY_}KN$U$EL3aI+Dn!ygTvXDyTiDH5@{Yw zVFE=BupF4vg{vJRTM!ciVk6<>^wj9=X7Qz0fDc5;NKyq->ho&1^TPHpxbL|37`=FppMl*V!wbHA^g`V>{s zvfV_6tfB!s(|{ln)m@H)5>i)VT>X~^m?%-HKd-4GYMaR}aMq%mHff>|)j@Y6={{~h zIq`A&4RoPbTBiZb7(oXBv)*JVcDvpjJlzOGK+Y8_dWOC*#oiN8XbFIsCDnSZYU6^+ zcP~LD)uBk@mc1U%qA3rKnA!Fb%uO+XfwL%E7tK{-pZ_7xZxGC3d0u4iFFk3`b zEYUEek>%MqxdCl{@2nkaaa#+ax%A>+EiJE`B>2p zsG!a=s%;hy;l%V$|MV|cS59u;{wz5Av;s;3D%wYMCbja56+STYhsAd$jJ$72Obye2 z<`PXS%4_CMDFwOOaD8JYih6s+dM5Q#7;z?INHz_yg?j z2!|h0!C3w*2+ zP`_}!>qqU`6y@|G4Rp_TH%m%*D|s7M?#&kDYk6J1ohge*;DC;GKi(t3uyfv7X(e*A0ul5#ES%kFa7;lcM9V}&pVnOBavvp3 z1J)``_Lxm;!6*FvPolg*;!FX*F9vx4W;<)q@H$|M8dqr_xNM8{ds}j>R(Ba4nsbN` zXQQdb?)yFI#`%H@GgEa^wW)&DDd{&*-SptTigU!Pwd0ZDt6QN(f64ns5)V-eHZJgi z%SwRHZGVPd*%5CND9mF6=>vLU5nQ2yA_Lx9x^0`@f3X>onXL~ zDWHkp$@l^?!Od1h9q|U9<~hKftE#JepiCkM2pUw4@2dwX<7zMxnYrJ}`Ff4ZMak)_ zm~}v30NAz;XjK2!H?SO={KV!dY9T%gp3UKE-}3d9 z=hXcvJd>q`FL=sESFp45t3ZNgaDD_ul1d$@Mi!Ye6Tm<3VZUDUSEkHxGx ze*zUx!%WLKVw*k83Y6q#P-~rc`{iZ4oP3w}bN#}4dd7QkJ5!mQCQu^26O#yKENpB} zBX>IlgoG4>SW4>Dg0R+zzsu-}xPOK_1nQ1F)!%vAbwh&s=YdY{Hz!t*D-c}?3% zE2}l>MfEkNhmk?H$v&rY3@k@AV6Oo{a>@Gm2X-x{aoDG&OfjoJ+;qJ+Rb8}|Rf|KuFkOBIrsh-K6c-r8k>4}YW z5wJc&lFS8LkP8a#$s{BIiTI>l0GSm}<>$6cMEyX|A+mb)9w=R((r^RNffwm?BVGi{Uv-SA*S&^P@0wCEx5SxM}b04FFy zY64KBjvsM-++lOl49!Sji%qYhcYFKemh2m)5aU2UO ziW33DqyZBV#Z5(g2re)8Osj?CF7n)ySFBnCwXLb9)_3IKb3)y(ZWEU7k%O^dCCkd!lRVkv=#e3ai`* z9?i_!FEq1sFdbb6-fFPvxgS-(N8n!}GdWaW^Ym%$rFrNKU^1eVj!sEcSy}isFDGXb z3L^Y$6+;HY>7ncegM3bF438{rl3G_{hnRTlEVYdDB!?)Yyd(>zatlW zhQTdrfe-{zn+dmBjsk6Q6@b+Ms?&#HX(P5~O>#vZ@JU0Q*(TIWjc|dHI@M|bf5cjV zfym(*VDrNYy*f_2e(G(-;F`t3kZ>E_s2dWVD^he2kUFkO&-U73r=sf!R#M#Ht~^Mi zMr0q0Wj+fkv4bb~Xs%I6VBjbJO6f0XR)aD#rlKMujJ|tpW$rq7s!$Q?miiM}rODVk zEQ)oc$PRVsS!FbRQ9hkyTk)f0X^`pmoc>naW+ zL`DY%XKoJrDLKsciKhR;;cx`0F%R+8_bGRFbXb98kAS%lDej>(da`i=POBB5LfnjC z(mM=eML2{enFBlOK3ppA^3ER&UNqU`sn?mg{7d@snbtkYw6f%@o-(^7z5I8Rf-q$4 z&11Y!Nti(+eTm7)nD`uif^CvcA6!y!w~|o(sFPmhIVbh~D=D@FPP6J*#*RI>Nj_KG zGV}yy)8qQ?V;y1Rz&(F{`cm+{mQ346}U-c zvs*-ZqKKJJd}#n?ZxCB_ki-36S<#LL}c65=A)PmA%fBLsxUt|0ZLo!yt zmq`Hu5ON4RI=>--=^s0m33q;l`{rbMK6lCNk1F&7o>(cJMd1tIi0y{xS2UGiyY7ur}; z_hH?XiJ1e&_|QUK4;*3nNkktm>w_p< zWwDG-3KPX}yR@!LyevreHH^c=${vW23t*q)Ey#)z&PekD{@! zk-3o0Z)TmpV}MUs=NRL~&KWn9Oi~vQ^Ck_LI-_IMrcNcPHQXdyPdmNy?2nPe| z)N>SJf+kO;hWb~B?O#5zmvNjcb6C(PsKW>v;=0J4hazMe8Z$|V?ux| zEiq9L@tjuSSh-OLjguJ|XbFi-+hr7l8i-@bk_424_kEe$lJTz9>awpCN}rQmJMBd8 z07v8PX0&P1k7a0tE=NmB=#0sAr5=xV*^7JHfI=e$flPGm+LVeB)Lo?M(>`~uB;0ql z#=Jr|zp~&Xx{juw!nhlHR$ z{NUJ5`(PB6xsr>1yr6NH$cP|EvH>$9(3FG~m;sIev|;t;Fq4izG)KHmx6iMquVxoA za!uL3jMVQUGhn5ZjGQ0gf=}cHDWhH|zJt8xzI58D!j7dj?~8I@&p6TqNnSh@C7Fo6 zx5#Iw{sa|j^th3Q6tuEDavsJTN{6(vCrW+~K9lyGD&ci*W5Vf+z3}%G3@q?Cwr~ih zSx8SVt~d-sFswU)Y#Wq_0=*Qe5j7FL0LNg$HJ%-B$d{G>8=!XjqMfb}O^|UP&%tQ= z5Vnrjpv!+8*I)3N^+nW<{D#?253O%W7{WwPW?Oj0O#mciK_?p1#Sk|&YU$?|Szk>H zNfery+#}Vj;@JESWInjjS{L1;eKn7hu!Kb2^Gc@FRRm#3^UqS;e|qp0TOIu@y?vIm zO2+=12GA_^>0i}y9JsxxXYczkYg|U55h}=cMN$2OW4-58IXzO}jkIcf1CqcVzJ>RF zW@^lHQT5BqX1ptE81LZkuwfnH(B4%cO;v@byVA;dRiv*KY%@S zrD3gZxTmNA`T_#04fnR_Lz@%?^BM%fbg2KWK_)4V5Tajpa!4EJJq_?X4Mshuin`Ve z_q{&|dBysi0wXI{c+o%e^#2v_fxmg;vC{0C=Sy}E1t;21It(w*khOmryy?mw`Z+$A zoY5S0^JW66S;{9zBBwe%r<6uNxMji4;l;9MAu`MXevA~@XzF!gw@qMAGmkOFrB@U& zB>Ni9KL=x9?O~Hi1bm?d(~zR!HwPPG!N~)q9GIZ{cl6RRQ~@jRonzzU%~HOA=4n6! zu#4z=Ur|ry?iQ?t7#=O3E`1&o(zsD`DX=n|EB<2!iTVAh83(QPHd*}c!JVl%Lr>pU zyNb{wqr^~EQ!Czbw<;b*Jpu6skiCS~u8llnkV5J?h()k5XwQHP1)7GeL9|=CElP{<}u9$)!roH=%V`4%&0Y zeS3ZNR}7>1U%S>w%5rXQ8WyZuqA#auRsHU_osooKK?hdbqH0zqhOILsu7Dz_kg#co zm{t-vO3J3W;p$jOF|HwjM1vB6OSd#a%%Q}0Zs5Eisfbzm&SF;3_4Bo@EIIJlRmLQM z1~gLdKfmR@R-|cXcMq&j-#|&5``=p9IZHzKDERO?;2J|HBCXNnjzcalh26ZU+xJ3v zR%&>5-PXdwLP*VOajT?2g*f!JzRUE0yoEN>_dXq!bT=x&oC#-qSl8~f6!?QDLLx!p zDZ!Ha$|g<`@PSmu~W}ik+P(sK%zx_Ben1!IFYUK_Vx~u z{)*mqsO=(~D9j87K0I%>hf(%M~Y|{5MJY#fx zeFr(P`!z@nc|fii`6uq^|6o{e6rgA%9VOxeCa?V9|d3jAPfcr zkeO5JD|AEt@3-I~;=-$e#v+zG-&txgRG_hM-&L#<8$#a@xfCTD&R8uLqb9*dJbcR< z4Gy4tK{{CxG09W>#$sCchYl5Y(*s+|aP)WK0v8S1iQ3TR|w(qj5U51tAX zL|SNVICH+oMawTQP5*^@LUSaaExnDsd!}f2F-CE-=Nr6hhPPMS_koUMNDQR+fZQk; z5Dwl-a5Gw18E(wELUJVqi;%EZhgVOY+z^CUZlvs%RfV2(6uf_0HvO#r;J)Qqg7mLs z{Hjaz#l{7QDobU)dHR>vOqG4Zo*GMNxiROey?gfsY^cz*jzPe&hUf`akyl|A8Gk&+ z{f*Gs2~-M#DuDFup8gs*g|Z?=FzJM1w@_(bdyZPAB&oHjt%J>~$c+yE*RO{jUPihW z3}2}Bo`okcA*g@=G@^q~0eD<|T?(R61Z!0&r)D?HLE4N*n)Q0>qsK&sscV;zN*(yR z@6ybNHsA&2H5Rf(y=qi{YM6Z0eKo0WDF5~$+Iviq9N-E@T*Y-cFf65pj*zfZxVSo~ zphWFr0JC;ySMxrbmJtOI`8*6t!5db096d7Uk|o-y zrKkdNEt3$a5V>#iWuo18DFtw7@jLO3&*kaCoJHb4{KY6+CwhFXPj^&n;_YAm%HtU7 zn%jvd(mhj>lb05M9NyJDQrZEPsTF>VV&6x6pWVBPwh@y}BwJE806*x#_#N=bCe-kx zO-+ML!qI~}*8XpP*I1m=uUzRqu(fm*BVcu0A@D)G-OQaU{}vl>FLo~+IP~{#9NHkd ztzr*Ku+YT))tU5^snMlT#l-t$32NzKtHp^*(w9^PNF0bA6t1Ver$hqCa5K*|hBy7YU#8RBT*m22VFL9dy#L(x_$PeaJ}6o?}f`FQz*#hl*NP8$MIuK&`Z4}Q{Joj2w+Vf7UmyIGqTE-LrS!vj z>wGt>?UCqZ@pC}5td*uiqLktBY2I+jp3vvtAWr%*7Xk+*H{ z-#A;LoBE5|`iVrnJ3hfjCi|^h8Mk^hO}1hoDNGWrnPgoPP8UQp4$zsU3Y#(Ap;=V$ zbM4(Z`*SJ2{k>e7e@INKb#Wt~#$`NH!Y#e6y1l!1*OV;d=ZTBLk$LdaqDfb+BGaj^ zoa@HIE0bT)sSbIUc$QhB{CK!{5uvji~qi1jlfiv^QvBpY~&a(iaUf~wsU-yv8+ zQ?8i(_gPfD*HD?UX7!&;PdO<_&Aau4^z!caI|b+gOPHxYka=G_Atd+arDs-h+2wS7 zR`roQvC1GGAC*|H@d%X(}EYpE8F^zPHThu+ETRn-R*P zK*3(HbQg}d7m~K=%a`Rwfe}eeFD@dedo4D3`m`RBm=m8uSJylhGu9iQFyeS$7-v2w zS1-2wbX+fqBkWFz=OsY9+br7~m;Kvayy(87pU7u3Qlmt7s2+%Zd@fIOh1RR3#p(y5 zeY1Zd*LB@@5#o6RG&}xV&R#88uUB~lO5`&n=DF#aQ7>ImXtX=UFIKm#oz57 zu5vTpxtbE@)44@wL)BGOn_k}3AO1?)%pgk!cBZU1t$ir2w6goYty;tZvy$%kjW;j6mD_6FWv zSF>0qZ`U$w2AS^Fd2ckZZ^h(}j;l{MGkFav<<8qy0X0xo!3=7f=uhiYg(EY)Y95^s zdx_|4g{(@)%o}M!P|`JGK`{n-8_^y6_a4tSQ2h<&@kjL$XgV^W<$%?y(7YQHxWs8|vwP_bwXbtjH9W`HLy1U0JIVQ`m3a6i{`W`fjjTu`ldd0-K#nlbbU_wJ3enVG-l zd!l}J9eldBqo*ewAT?nuXOA1MTS_oxG-2z0uC%kW8!G-dc>s3q5u1+qU}8{M1=iaQ z$gDZ|SneP@P$`PkpTQ!J)m_a|r?*{aLghYSmJc?0nqBemNQ-%xKKn~P zy_hyV=stzLK(1gw=A#mGZNI!$@=yiU0r(d)7VD!h{C@$SY@Bd!;fog%`ESHt*Gdfu zoVFl)Q89g`4PU-YA3&tI73Y{Mujq8DO(W*p%Z2!vl&!u_tRgst8-l1UpC?tT?AsTd zD8RR*A4bu5m&qvVs)CC@+TJFmptVtgziI!9%tM~@aWfCm-tMw#NV2+RGU14a`F2-^ z+DCS()vL)vsYnpGPf#KlhNXovVq$7wnHr%>z+#z1jJFfgnq}U+GvBrW`o3W=F3FXI zKcK3jQVX3%BdipCAMbtVjFz)7=@=(Gk$DF}u@v?W5n%qHxvc4vjYE#Pv#c zT@Q^Y-@bqP!1jda>4hxw2DF=wNlE?IA+FZJQU|dE*FdOPG8JI!+b$ZYjPV79K950x`R&otv%gUBNCW3=Vh* zY^!1PyShI@OnXhzHEwNLg7;usI$+Jj-IVYBc-Tg>R-1_mJKM5~2lNbvTcsP;!d3zU zCRL|mu%Q?WMbg3CbzNkW6}F2Z5`|x-xV5O*wSk?Z#XW5WV-#oy!uR}?P&<=uveYSs zdp7C*LDznz*_XcAVa(+5Rc<{wOh`=lMc_UDKe@sCr#~%-MMOZy8tsrbw&`nYe z(V8IAF|uCA1waCwH2nJ7xNRG{(V&LAMdh@DwscEIV%(9Ru@8#b^_3e}jzb%(9(ct4 ze^P> zUyU%sgg!$Bq73WSf@~sx0XZ%vEo}tEV$<;1%E>)LjmGpsNF%Uhi*gK@zPjATa&2wx zEARWqSIMA#?)duE8qlUupK31~t($k%!j->rE8Y+&^9lXfsb%f29R&KoNA3e+X8Qf~yKWy$5CkW&+pE&jW zX#LDa(rLGHJFrkrUvixiKba85GN{VDmT!mm*J)1%sOc4?S@`fXqpq~B41DGdVH^p6 z6qQQpWDQvU>9U$5Hjj%4J^KqmQQ!B>o*&R5!av@$`JIGdX*vHMH+3^9i|;GwNGUa; zS@m!=X)O!W74I4~(#-$r*{JJrLEhCr9{ter zul#*9V1+Jdiu`RuzzT(I6y+fqFlX`+sTP4s#-;jbrqTNf-fI_z9%XD*p|@C6^kecg z-qKUfMCc+ZmSO$K0a1GNsko@YnV<#IFDmNzlZ{t*_u8D8L+{rpwmlYCS@5*UlXyBU zol&@B1IO||T?Hk|8{n9*8-(3|_E>JI?hau)8L^WRog;cwXBnRGn9X)Q?Z;(wWhIrm zGc`z)|BvKE-Ts)vDSYmVdQFjp)_>njl#gZ+EcW*d$ag4IUA5cuM`A&xmZU~#uK#x= zLRN%qHhzglP?HYqdX2`r`lunEvu3s@yp_!*cZKmU!hWL1s5nbP{XG1;ty3Cmkd`tY zTUBcOr^SGk@88P+b&;as78}DxzW@VvI&~W%AN$sHvu?OXJ;h<;>f#|*3wg%TV{4S$ zhYR339e&c}d7ky4zkSrpn*X{1qY8=(>z#1}y51GgtY?o!{OupSCgN!*7&j>}+Dor^ z4a0=z|GrUQKsUDq^h0z3A2qN*=dJBunvkkEt6@I*DX~`lLKL%cY>AFbZ2g(c!?Mb+>f(v6a+5NXR0jX_ta(^`Xiy-NFOSy3cmpd zpfTQ;E~P^F2O&&7z>MGYy;(us=aVFpjyxtNq5)J(8Xuns8=1ix})Ut0c$LfNBg}t+Icq?`D%b~gO2S`lY!4+B2Ekyl=(eS znfxkOf?SLco5rT%mtwE1Z~c*SQeMXs2G?Vs$0flofR~QFF~B}y96)*m)YeWN4WgHD zXhc-HB1WGnmj3){_($hSwT+dG)b<6@0pj;p+`*0L2T5Xx6lj?Axe~yqqA=Bk&jwMe z7TI^j1ME%5&^Bv;#TIn%L*!oe~ zZYsMExxMS!)(^t3-@t!>$URUnIR-!wA1Tm+#S@KiruXgafaakH%~g5wE{1M`L=>6S zhgmoOm*PvU_a_#4^}to!8Zur;3%)jHVgov( zC+`BFw&IR=sp7;>_qu1-vZD?n%;sXJtUc~f6R4I{?!bDb42(hpL#>~~ckWQrt-R`@ zsKON{kj?C_?rP3W2So&!TiAWLQQx&EBcFi(@1#C}zP@sDL*D_1GyksAhiaRP_V9v6 zI`7wr0SLxfY=iN6l>MRjuLOXvBJ0-OY4}0(pQvhTs;iZNirZPPPjcx9(I0BmH?smV zo_zfv_upXT~tltkeHbIeXZ+|x?U7NI75&I;r4*d)9&8VCk)g znU2iJ+aro2WZGKj-KfDRI;ULEX^$u#0L973$mwl6>5M3wxkldGnx^{Uk65p zA7AH5huta`JDU*J2goNU)HYz~Kwm^_A=X9l7E3bnfa{6F%!9Lf0(kc9Uq0=ZA)ROCtdq1Ox8woC`WRfgQ*`>EZB^9KzKPS(`eo77}SNF2ij#J`|w zF4XWkiexnwj>bHF6CBc26x0(ze?<5kdOD-Rx-RAIG{c3SvwuZQN1b4NnavuX5)?|- z(kB8?7wpjJNHF-XOS3B}K;U1MP%^(!mgO&jMmh6|dT_MWEOM7>qO(hst((r|lg=7E zXWes2BMvhLJ?Q`|s2vYZ873W8@(>`08Pb^O4$72iC$A3S?)uz1;jl$EXWehn)du*} zg4Bl2Ztto$JY_nmkghXIqXO|hWw-1>qo|3?>3Z+o)c}$$^`_s@*qwp1N_1Sx+Pf28 zbPhdBOaI3ecn$959@x$KBl_ExPrCd5y>!m=3T+mm0)J`&O8uczVyQA_$I&Cqt94|2 z7h%?2%~y;IY1Xq_A3u@=!> zU@PM#ZRHno4#Zl!`pV8*tZ_86-sX!78L#$(mr}9j8mWuthMVLr^`L6yev{12_)FER zl@p#@Gmlw2xBM%QHI}m{9?r)k3@Y%rO+34Gcf8H@v?ni|qkpI>-T$M#0YE-rX_>oc z{B8j9w6Huk4uFr&&=6Je8GkpdN550ncFjT0UamgIjfu6?w;LQ9Z+~x8(BWq{copLX zE0vqv;i}{D| zn3|PTS8bjF9QT5Jw*UOvl6Dr#YcRxdBxva=*>;T>?}K&r4#K^J1I+Ca=$(!tAJ))g~IwBg6JveTm2Y(=U>k|JqbC&((kis}b%c?VvVm zYa0rY6~inJ!G-G!Q6?38&s1ALC$~rM-l0TvNpGMj+F1^V3i6m%ztA0_xBzTy650v0 z)1ysWPA0fGR@_KlouEDEbKbG7S-Is7_lo?KVBKpr)}if3?=;mOq;SjraxeI2nR?5I zpRoW5My_B5#FS7Tn-|Ri{r#bl-)+vf`x&@Ir5YAfp^(6x$qmDB;U{LEXorZoqZ6}fdTc0!`0!FU#Q_Iq0Vnb^mqHRfFU ziYPp``yarerG>?bRqF3S4cA&&3<8-q*wK9X)kHnTo8djLWi8+5s3+V@n(Jr5Rh+pi zb>;s`&R*Q6P0O;B7myY#@m~gkfk-*DuFmiB)!#|>gat5t+O)OM&)db)Vl@IRHkS8A zZ7|ANz?>lfLqRv4&y@5XE^F1+oCZc#W7@j<&39CPFiSI<HJuSPAz>ll0{btd9hmpD|c+N^S@ldT8~y z*talLRIFv>-=9eCbh*)3`v-i`X!&7u$hxu-rEz;MHI9)uQSsF!6E_gVU_0lfhE;}& z6f5tEHeTM|!7vnN`Z#1vs_mW=3-d^sJ=JEx`f@zUqstbr_FUwnwW#wShtr{yvdUTN zu(bhm{jw~xaJQ|7CdJ5+h4j`#cv?m)3bB8h?bAnlh|{Y%OB+ZnUXPD`^5V&#M2xco z9RE6p+}>Z(ofQP_KXa# zzNRJ6cvcUO1Bis~S=k$o&AYd6?Vfx~*Q`z-BiI&` z{)%{&xGw*aXLnasU2^Ok{rgd!_3*@z44v*nRef1x8FYt7U}$$63tql6%pcgF<(7p* zQHV;a(TSCM2m2lQY*`%!(X)MEm6%=8`fls9fNkpO7i-^Mx38$I401&WnZGNqeThg? z3X={7Jwaau!%4%J_QK)ByX+YdW>Mt)Du$-MM0&Y?{C(SKa+A({s|Wb+fZ8HvRn5Pix7; z@1!?Zh98GPt)U!GVddSlz8oHBY}vTgo*g7Bv7N-Nh~VV!4g!Y&08gZsaWkh)o0U+r zujqJAE*2FVvhD7vAw(u0aQe7pAjO)nmWefsfFf1n=heWFdq0Xe6PNHP#y_;ly*@^`s z>R}|ko`@?wMqEBr7)aSA3>OBh`j1>WHQ4W~zo+EeNQdQy($y$Nagnwmi!J2;r^hJixSAgsGR@4q+U^ z4DO?~de7ZvRk;#Hzct@>z7|@nH2g^jXG~nZkN!x+Zp$ujUqS<{6bxa;zJ6zZZJl10`(@?6^UY}jvYgf&D-T8 zL!(%AMzd!96JL!mB<|%;F3c2Pbr2(I>_E$joj;k2!nhWEzn4x0rQ$&PrM)uL(rs%3 z?2jf!0o$NZG59A({ye^oL`x(^J4tw<>`U;atHhG zj6Nu8lL5Cef7Z;rjKopTX90qx7f7Sq#U34JcNJ%)v6hcQS7HI;Tja2ECj;TQKAuJQ z+!;H{54%q&GA#=Hf&S;m>qeMo=oF3bpvZnc;epwmnh#I+dOBj0t?z>)v|+JbBnqTf z1qF3J4XdTPpYK|SdxVA(&_DdQ!^bXl-^_Kl$w=iEMNIdqnTjuyu;De7wfXk*c34YO zQ3H7G%&p6@H5|bSw!3X*7?{$4hwYJ1i{vB$yY!c@0y8lp6_qxQo$mq$&N0sCvTDst zi=O^i)=y!2S3u$H3AE^tT4{!7g$aER_gG_;9f8~5DIqe2rCi2`@_>VNn-j#wuJHJB zmDdb;UiHXGHI(Ez!#4(@{72n;aY`PnZEX~>Q(d3!yb~G1Bd$n_PfzNQt)qzVNm-LZ zuoOw0tZ3325s--Ll$O`s)YHGIx5+#D3o6`!shv;}YM>#%AG3e=I?Ny;M4bS*w7mY$ zf0WXU33eu6o&&EbMXx1IXku&?U`!c#XP@y7q0&=oqxJIzeR(2Je<{mPv_1Nfo0Z+n zgl-;xBM_dxb?a7JYe;^+D|_F$d-oxc%@1HxhO&s)0TW3hP?8-QXXU$VNl~NI{}3Qf zuh8P1woTq#ocSGua>8DwzXosHwTPevo3yHgZJ(C^Bb&0)$FhLey8(2 z-6ClL+Jc;Z_`zk5o_Tq=+yEpf_yBn~rWl-iZTNbuAxA7Did-o?9kFlvRKbV$w_Hk8p#aP%WCTkyZ+2*tH+_FWu@r)E~fXY zS^6)?nQw`y@FW?9B%LIGOCAmcOf7!nN8%t z+L9+1POEKu9o1N9zG@ZQcs-&S10fZ0$}ZWa0Bf0rHn9}L!z%6BkC5OB`$k9_ zx-g5gC5oeHAP2gI|1VXf0jQ{8&m6|7XD&8!oQs@*W^rBHa>ml2z9kZDv^2dyE7{M< zCi~pduQ;M}a&q1sSv*um&hzr$A0BmbN&`B8aO&?;JY0KdQ8UcfOm+`cC=OX;VSB@- z3z;dz&~)lF7m4gXjWdKBS#fO3g{!<=DCw({TN;u@nSd(o#nb`!M|M89 zIBF_$;qTL8@8^FPXdnhUvp@nkJMD8lr2o74Rl30>0K7fK79w3Ju|Ibaci*1LhxfM%`@d4=5>r${>5W9#Xx zRZ-aQyO<<7#jvG|GPlD=8LX6m@ncZPJLTNDkGYe=R6rtQSmp5gU8Y{w+ao&*<)gKE*5brSx0%`Yz|{` z=F=kXC8dZ>T)t^jEF|SGSvLZZqYbXh>wGO!5RC~H@p?p7LtHq7gvP;%r$zmu9dBpgLig`o!J zb2f26LrGY6dbX?ABiK@K)WYDFn8e$zj7l{jhRgesii=oKUr_0C`k?gJiQbV;#FLIzlhMFMTUW5Nr{8H2q;t1>FNaie!(xY_v?JA^m& z!yJHjV{Qlj$Dm)_=ws!A+_B8V6 z;SU7}0GWtNoX5?S*TP_XzJwq7oo;S!jdlBae>+u7m5d|J&Y@5GQwqd+_lVp@WlweL z-}RD48fl7s@q5O#E#{OgWyE)|HS?S1Lzoexn}V%H zM+MxH-^OYw0k9GNqA*?r))Hin1*46XKYR0R=3*lML-Er=ASiKCqyeNPA*5sBw8}(b zTVNl%`0LVw#5e}@h#+i2)mE&EbVe#t^k$9f*OZ;h>+K?Je*RRmxis z2lVmT!)`BX(Tdf92k-6cYk15W_m-Qai=CpE#oJzqrzh1#d6QE`W&KjPI0J6uQ8*{q ze2s-gZ)8w65leK6PQ7{a_n=f1ORwT^Htox~pAl54-u$M+AT2E|*M^n`*Om+~3+5$- zr)&X0(?;5{2QKFee5E$KG|+k7L;qUUXAe;(c}fsY_4!^F7%=tpk6YRMCXbp6;CM5B zxryy=7eA;=$_wAB`f#Bu<umh3tE2PY7`@dmQhiC zV|#CG;r4}MOM?bcW#Xr1{u?gW&5$FNBU>^=r2%bJN72M`t^Si;U3N5O1n3M>hAlX; zd;9iIEmqqpV}-d{Wgf}G);Bogxo7qR(j}t#2x}(2%OauWw`|2W;(_1@$_JEur-=DI zbJP$t5zBh5?K{fipJb>e$G}G{#Vld4ve3EqXhF~`(avCo9To0a%Wz^)GK=O)d{J8s zMbKP2ODmSiH}B(8uV2TN-b9o`a82LkAwhCpa?V%^THMBOZ|K^wVyBHE)30wjLvU89AMR=JE zdGtGeIk;US8r_DBXm3Ge?yr+BTW<@ngeF+DSpE(` zOyUdI^HV@O+y#SjS7Q<^oMuiYwK z9f>=Q8LE+lqQGtL`MP9-Q>}SS`!&c*LNbHeNJ#+mmdGf^JUqCslyZF`SBvKRh=&Z7 zXE9_r@waeqys*%hL`V66ZCjqJ&TUZV`0#vjuPjo;hLY*@8g81&rB;7<;dwCLm5j$@ z{f1V_won)P*HT0YCrx~lLPJB_=C$vtb{1J$GP;^3dF zII~{0sP*n$oH=kA=2{0G%7@!316}IZ3CoQ_WIDaay3H#vKC#J;f~*qM(zr%cq;*&7 zW-vJ@+UhLOn`GY*5$ZPAZ*aiPrkAA(BZ@cWRdc?rv7AsC``&fX(gxOIxqqSt2lO(Z zerBP>^LVI7AGt*oT#P=q?-FfeFw+Bf?Z6~vFFE(PF?0K*rSW4rpGY}wE?yfXOAgG| zmPDyahgQA5=A`oyg*n5;AK+oQU*QlekB~&p2WyTdOArAheYR1Z2ThLe+3Wmn9k4@&Tc4c77!qp@);3-*%O> z*!9CT^(r!sp1G$9C3GllY&?JZ>0@Q~Q*&o(#MX2Gt7naqAt5Adt(lq^PE)Z`4s;byqElv&o5rEUd5{ke3(Xro=XD+%&(Nvu!%-1WZ?M< zf^|pbuU7e|1D*6)-It{@galE_${%)~R#AFF$*CjJpzFkxs7G(tKa2YA$M(BodsJs! z(jW&kmMR1!>gRf$7bLR>HJm9pcEuiL0vh{O95guNUaQ&T*6kAlc6n&jOu$VwNt9{; zbJnt`QM`HuZh8I*-eE=(C#hQ0TpQo6N-n#EA*?ezrFOZi%*}-qEs4_P#eUaoDvG(c zuL>QLydxtwG(R`YF7&Ga7He)Snmmj~21)MlO@qs*O2;=o{UI-ZEcO=J&HS#166XP4 z=Rk@0#Usr~C#+FkwWlX^1XDynT>N=b~*CJ@B%B*|Fp>+=emabRjq zC^h50=&!1JM$SRky1UCCom)DVcQKQF|A6@Dd*Hw+NohqC{#q@A!oVa(e{6xneynvW zt{#TeaoR9{*x5EIrat;jn62UpH*&byrL~xh-Se_w$W+fh!$yqAD5f?Za2v_Q43`G} z+gW)NSa2^w)xKm^T1X=I00WyN#T5jy+`mk8pZ=A5C(9`o9K{K4H4zf;48$SwgV!=L zGD1nz?sKg#cJ(qlzin=IU--`hZZpQgJlHzBMJxV(VROw`J)ir0W68|_F5y18vAGloH=n?t`gU#R7bn=PGf)@ar`P!c75*5`8}$Y!G9>^~isjoI z%Agr9052IdVM5}qj9!SIXN}Uubbo3dI*Tq!ndRg0Iu8Z4p23ccHSd8|dy^q(;Z3!d zc|*Msm5wyq@~qtp@~2%jO{f+5H~4D@TZ18t(NG1b98BfdnMSVaE<`l&k)9YOzID6 z|Iy_^T@*t?*cezf9Fkc}6gpwYPrvYD(nL~yX*ku0!Ss1Ih6;fWn+=I_(z)~N4$412 z1a0?FWYa9@P5jURlHf<^z8{epx(B*1#HM?=vYtZ5KjKKZbZPkele*s%4Bep9@JLZV1%!(kvF|3BY&)6yp8P4|xKt5W^t Pmnf&tofa{5#m@f%nOcE8 literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/cdk2/dg_results.csv b/summaries/2026_jun_08_abfe/charge_annihilation_set/cdk2/dg_results.csv new file mode 100644 index 0000000..1d47a37 --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/cdk2/dg_results.csv @@ -0,0 +1,4 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +39charg,90.22546877363595,0.08257582965752981,72.7985889657264,0.08060142733212708,-7.270515,-24.697393,0.1153921909472454,-8.37 +34,40.120661432573996,0.08163805516291812,17.90254854111144,0.076070956990173,-7.3340454,-29.55216,0.11158656974826502,-9.88 +25,37.35436788025175,0.08117936328891588,15.071258833825516,0.07391397208483001,-7.18808,-29.471188,0.10978781486736501,-9.83 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/README.md b/summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/README.md new file mode 100644 index 0000000..992c27b --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/README.md @@ -0,0 +1,33 @@ +# Dlk + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 23.99 +- RMSE: 24.09 +- R²: 0.17 +- Kendall 𝜏: 0.20 +- Spearman ρ: 0.50 + +## System Details +- Ligands: 5 +- Host Atoms: 4533 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 2.25 Hours +- Average Time Per Molecule: 0.45 Hours +- Total Nanoseconds Simulated: 896.00 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/dg_plot.png b/summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..9021bc75f606c981ec184f9b03d4fd1a1fd7e544 GIT binary patch literal 53388 zcmcG$c{G;q`!#$M5;CS4B}0_Ci3|}XNtx1Q4rR^|G9)5HB{DTpLWT-uNM$CGGNe*u z7MUsY(6i6m=l4GETJQVUv({s+@A`hK+jU>pc^&6*?7feDoWaMm4z6Tc&qSe6RvuDU z)uB+96;UX($&3v6n*c2lZ~UK}i`oenT?b1SH&Z7I$`Ml+M_UIM+w*3dE?PJ_pLejA z5tot_m)*YUoQsR2vz&y4-T(6maR({ZH&xADCl=bcCLr|zFosk!GoEbFH( zzDMv7i4r|9vgjLPhz-Bn!oWt|!R&HrJW z{rlTrR6lLgrcDo1?j2H9RZR>h51(EB(yCTK$)T-K&C*in`I&q_rN!xGJFOe{nVIn) zxW4wvNZ}kSe|SpDy~E^pw5h)n`TV)~`kmHS<9%jVe0y$Kw!6)18Ko)vJlC&}_YBIP zZ6Wuwo!n1_Z+JL|pP!$Jg995ScDDm>L_|cR)9}@+bdBi-Y<`;_o_uNPzBr$M>Jz!T zUM#tKNHCtkw7)Tx;@jPQcJTX4;kMrEH*Tm6e0_FdZqn}6>({tEZIq~f^^^yBc}yFy zPTEopNr%_;_4m_K@UP>p&oeV6UHa;1YU32h-T5zD&RSevuFCUK0RJrNLcKTjJJJ@% zURoZZ6#snVrmtB0_1WoqTtq-v*u3S{1@br=QKCuDEjbZ2+;Rwo1hZtXnQ_X)afPA} z(PCwJZ9btjHJUZ?N_>|WXN2jLk6Ce1Z|H%M_HN&xpdFRnRkx)sFM9R;{%!j4?#|K4 zN%4Lm5`wApp5#H-T?lgsVB(IH8(v(Pi&eU;NHH01$!94fOYu~4o|A)ni-?FwP*~V< zN@JS-;Z$=mF|m%$PFl+J!c-dv56`p7NpdxAZtA@W?AWpD`}gk@im!H$K>!& z=H0t@V;Q;zGKvo9=|$c>twC;Sn)-IGOpUaaRaP#Sl9HnMis&X6V+oR+*R5Y~HZ}ay z(ao*$joU~amhry4ht7>>Bs4|6sG%t;EWDfqOJ_x>sg>2WkN0*jqcE^;3<~BF{x#6T zz`)RyW3%S9>p);+X1EAIP+`6;Ex>U;o)J%6)VCuL)1v%9$57#ix*fMs zz=c%lkFW=;CM4L?k)_AYDR(L$(8-V9AX!%GUuIQ~l7Plf1uvqL`orx>mVx~IAARtN zLF39zCvns2M~Q@H`ZO>X+?PsU!>q}8QanwsZT%9glJ+UEQmBRV?#h9Y*)taew?>~Jyo{xuA z3+OOd7VPPjVO(TXF1DGUKcRGTalunSP_P4Ut?u(@|KQ-@>fY*_n)2p6hj4t^{reju zMRX6$IG+v8+$73TANEEAV(VztN= zCg-q#&#`6dV{^rL4D2Io9m<7_hucT?;CJ3vf>vtB2kAF zMdObYRloF@q9$aAt1VTT6pGX|C&zgPYN1J>O*mh&hQeF;QFZVoOO-i;F~6wDe^>Ao zVlbwpoGe_G?3UuI^O_bHjM{oh?I%fh37rRY{WDHbLs6?FSlbXWYu3OwK@K! z+>^w_eFqONmy;XZyP1Ee+)V=a$X z9yd}?$3LU6u&|oEL+hpQ)i4$$XsQ!HI+R@v4?eE{e61-$T{y6;EPlD3N=$p0pPqBfle3gNjm1m)I zFYDWaf+)q|qJN9~vH8dPziiuK+r&QfBd08Yd5xsa*XD$A{$M^Qq1e5u@ z>m^^(4YFJZj<>vaWmfQt4Kg!Sv!co>ebs zhuE~GWvJsHi@=(ThCEkFVuH4^VfE5Fi?1xBP>}HMJo<<-s`BRI(CF-h&3!r7w5@lM zXjQF~5f`R<{5}ecoL0Pr2Ki#~=A(iM5xyM;D`F&!87Mn!zG@Epj7@Gcc)se?JyKCj z&RLHtOzq+M&TnF>m(ap%Vu97wK2$QAeswt;FNN~->C^7vH4a6W|M@)1AzPyH=xv1T zAJM=R!@|hwA=uxc%95hAqc}4?sQvUwYj_f+CE@t9 zQ=-|oaE0;18~h|SLk!jCwP9$=t@LHu#ME zd~@w|p1p{x=BZPs3j0_6dmPp5p`)uyv#;awR%AMHH&1(oQnGN4xR;=i-OpCy`?CU! ztdMLuxVZcehVfSYlxVfLvonnSNOql<83IytaZg7S=iMFWX(_K|#_Sj&9-0|1gPxN9Vm5Zj?21;-^_`;Ag`QJDag48DzZQ-64@ya4OyHcK zFa$ap`}^j{b`^i)S>c~04hPzSs?gKLq1OMe|lO6j$@{4?B-_cmFri|w&}6iqpEtRxRmj+$}YYe|8Q zV!XT2i)PcJtI)-tn#c2xn9;BEIvgYZU<4403b2rfCU+=I)ACul4!6D6>$yln(zu5y zDP0L>M^5`?B!BF$X+Nx5v65N}xKFbbR+DYhxm0ID1R0Eb$fmgPj+$jFSp74`Nz}ih zGLHl^HIkcDm3(S(4ZU(|9!zPfD{p6}*rjdgcyqvlMv}xbcR_+Z1veZnhquf<(44tF zE&9v;4{1pxWrR?u-+f-;2y>w&kXGZQHpm+qC59Wfq81v-gQc*h|>-S1r47_R=` zD)g69AL-P=4So(E{>6Ve*;-H(LUxA^AGNSGi2mU85_XaWF}U&HNBv6-Jjep_T`1j# zsBd7xYHh1--^LkyD?0l4xd{$zjCIQIyN+`$UBR9Fdp~bmcJ_{_=VBb;X{bIXwzl^N zd{{k&aDf}iq;$4g^|X6vM0ZOe7l;2cr@qF)4Zn!b+x? zR7+DA;6OuT`!-9wjz$#{&P#eahs=6n+w5f&HM5}RNT zx9nJ2eGanvUqqj<$?P|bYNnT*{w26)&)VBUM^p+>UXluhj@*5SOeNj?@#9D4Bp-g! zGt}y-*PXq2+DZ1YpZ?UvB_B06k}^MCw)pja<8{=ke?mef6&UCxuJwvC zXhAq;+kWS?x3_O9^xi9OTzIDOjoaUS2AiZd?!Blvj?CH+D`R!D<%MeE!qU#DTS|=6T`rvd z84S}yd2N|US@W|48G9~tsy^?D-hR?=Zfazki z6*qkSez3Myp(wu!(7xwGj44))nVH$*o~G*ho7CKqvhVy7TJ~jjV0T7>dZ)%-_< z!FVF=OuqDiFy0&K1{r3(pB_lh{c)}xiP~mx>-Oy}IbwVFZr~EqBz2~}r-xoafn?R) z^Xb^R3AB#^dF0dobi7GT(bnR#cOBntd$%OdL^Do)-M_^-iO#OBFPB=^$ym07IXb$y zsG=T+M@0Aq1u?d~_29~}`SvbBEwu3zA7C^!gK1x>``ga!b^puvoa8KO>SNZK8SfeU zd{ilQ;jQ=VU**RKZaDs`SvLqmAdq>D_(Mn!))}{hLgF@Yrk;PwmU`pC z10G8I?8Jat3n#M7mve_ld!Bx(*8S_OVQrn(?G_agL2KSM?_IS|RUk}yWakpy$T1t$ zkISWl%4D~c?5)e%)8zr@6G}^{nbNxCfBsxX{qqbpdtIz7K*8YWUqMZI)oV!Jsw?|S zHyO=9AsIMmfaE7_MN-}g2T0D{T^aYvt?#@|DXAHyS-nKK(n|n7e;WDRxA3CHI|HH>CWwtsQN0@69m*9Q1H-R3Mi<6Js-w1D8~*vG3z<^7*X!S+ zf^}oc706JBl6pr$QRioRng!mqpB`;}>p_J*;^M3qFJ2s-m{7}i>LK_Dd7-_% z#2R6&=(TynsfJfO-tT?@WA4x)Xtq1uP$_*&E4(L zdZvGj@A5p2l9H19rAwvn-Z6lo_&<3fjO|KiXlQsSzwPor9%wo5C){quyn40A-QB$% zYm}LlbtNWd&GzlvM?q)q@3}xr?hH6N)8?CaQmvs5mCA;fqM*?3yA;j%$W7-DkIy8Er3-l$I8ayvQ95d69q9CQ5E@?jFy{?V3l9&`?l&_Mu{t z#8qBVp?vhH9P6DscSLrycta)YYsr_H9BN)paddPQxgeHPXmzIG{Dn46Na`m|B={vK^ny=BGE4c}ziHSbFLbh=@wR*R^9_LmsFaJ-j~ zryAtfwtER>@}Z?= zBQGy66u(L!-|pxYOiZ++Sutym&Cm7-Wz6|{dwF#;i~<7H+}+8%a{Ufpas`CCqW5e& z9)?L#cLv;oLNTwr8AWGI$$asmbgJ!g7-&;xc`%n~{J)N}Yngd@G4l3bpRS{*uk_|s zxU}O(o@4kE+~=H9oP6IEvi@D0rW(~GP1HBe>5SuhAOf2g=Px^M{F6= zDfIH76eDcwKttp|O!n0;b7*~A(punIU*PGs!|ul_N}^vkLW2d0H8k7O(o$MBUio6g zpX1*??K7_&XY49?EZL~%xSx-EO~OPcEMq^{+`+MD35$9L@{ry|MRXpj)1GsY%j+FDB%}(sq9|VLuSD!%ttLBbB zB8mnQE$9#W95m1yQd_%PY=300z}^C6*$+sSG$|+~L_57UuJXo)Ysk0>=RYSi)vi`B zD`zB_@bbdM8kBIcoRP7vN~Q<<6w|$SU6|_<#mtt3pSH$%P=zhHKjaLMn$cW+o%Lf^f{s>7NGRS%a>W_>iJ3RH8!pSpaOzq zMT9(Qoav?yxHQpU^8Ncdh|JdKU%vG;uTVbBeKcN?gjxO5lQP%W@6@oojJK$-n1`e{ zJ2esp8QpB8wLoXCyzE6mL4ja1Q`c;;g_V^#K80L$i>Z(@`o+Nbk>}L#9;a@`)a#Os@t6JhJ!@4Iok)D`lQo4PeUg zIr&H#-Vgh#RaaSgO}9 zoUGc-jk12%*!VQWZb!CtJOZaEMKuuM+K~VHb%OWYBvYQ)ZY21t>H>bDp`k6FW`91Q z7XYHH=IEGtcKR<80zp>UHs4r*vm+zL-VaRWLw4!FW`evN-MoJhJ*gm7{+4{_gORepZ1E}X280PfrXSFir2=p{;n>6P%)BlFVBxvuBj#3 zAfZLI@k-ay)3=d^g|tOA(K2lls$S$dWd{D}B(ssLX;YPfFe{cYK1%)iz z@6snuo=kNyx-ep{JTbl#SrSF%9SZFzUY}l?-XZBj4Nvx0GSAL>4^IqyqbRl>_UDQIZB@;eYR;*RYtGiK+i{NFXK}`gjlzdUsyaGjkL6c#?Lu(~M2>)*oEi5%;whT20Mmo8n3mG_VqIvTe<#~X4m zWz){n&PL?}3YSHKmM>r4RT{t?@f{CWxDphmYR!hgz`&H#dE%X&o#XOhfRfwA#Kzi7 zmVtb~f53BJuZ&vX)K!R*?#;ZcW<)Q%B#(~0$VhSJ#!km5uozt=Ctk|gOTQXEf4=a$ zLGaGF$Af{xq$%s>=0+YsTwEM${{mxeNv$~f zV6;F%Ms@o~PJbT|4g>O~eBTt0FX4(C_?8idh-$~iq@R52{1Q@eUteGGhYyDzjd#ZV zej6xSk*|SwX zTXUs8TaAhd9e;jCNqzfC zuolU}!tVg&Jald!K7PE#g9n^WEA@LL>B*R zm*0NKFPe9x>5KoBM#aAPb~G-daF&U3_G_GBuI(LxGoioHXM2BZ^DD0zX+(uEmoHv) z;t$$+2cC}N;(Y->{&+aZP@bNA$*`PtWAUxc`x8qCFaKK*&a-lxn;as2J`fqGp&!l+ z+}&lj9^EcU(^9&sT;z3if2P5a~{aD{B4xsVE50klyx87$L?$pQ@&R69L~UD! z9a#4F_h-SL(>d1kfQf{AxG&7^td5aj!*{W4+`~@t2ohaKPfq|4Rtd^bcz8I_-N9?D zJSfte_1*9v6tDY^17Mh2b(2|$jtpTw-|hi=K@=WyNP9 zA))F1^bB@h-kV@TptI}o2^5VF6LO>%V31){frf6D_uNGSozX;oRUI{1Sl9gg~0bXm!=CYA<0YhbJW#>RXx;)W`KNl@H4R;`M(DIkB| zw~vA{D6mti$*s-%8bC|QhY!rSn+iPqW=2}PqiYhm1!wY|05}4!U0W`sbw3E*7gG9x zsL`wh{wYIL)PuDIJg4_Aj{`MN;MCIfclg`oQm*)+`2KqXCr{s~iuQDmU$yaJ`OdxQ zHgf`NRX|%{-?(vmzJZL8&;e_H5x_j#*0<|GfGU;#&HMlU{N!--v#i|Qcj#l+Vch^u zmnkbN6YLH8*WD`f9rX%nZyCmw=sSf1zm*ghQy_U{ z)F`Cm5{?%yzQg;Mf-Ig&kvNKYy8te9eZy{60;JB3 zJ$~$u0*Tvf2g9C*ik9Uy4FNN3cIg^B)2p$J(_)(2fX`AnX>xeqEurXTB?n{`HNroGA7xPqZE+PTq-)CGkgU zILRQ$aVD?_Fc}{`efl(BB|R4F05Cu%f_VFhObWVGDriCwNF;VTcdLu|tU5dQTDTu^_pYeN%EZJ(to*Cu=Ho3qie768WkgCt+Yr7P z5f^MI0A7Vmvx<-ed#3a37Ogf-f6yt^Q<0h$%}88sEP4t_5u(%f@RHrg{wVsD(_>xe zy(d;sr96#IRM4rTeQ&2tbdA6Z*rQ({PmJQZInN!H25G3NkKf z|3M+kiPV$8sRH5UIB6hqaPuzx&Az2h<-VDQf2T7dAu!|N%(kJ&u_VwlQ{?=7`R?AM zp+vM=$)GQweZ`EZ-P%(BH4ue!EJg(z4p7A(nZG2fqWVXXUXIw}^dxKc~(RQCIvma8kc1bS$fEwi}k=Hyg8aRLq2GhrVFD%;xr zg$@;Y&+Q`Ci)_2*)p$vMSFX@N3kd)`>%_a4?lDI@=Um;UrtjY$;ax%tP(g*3vaDGv z?=wFgI^iw4eLD*1N%Ofthp{WHkQB|!XeT=y(QEN`YLQ0 zMQ87+3zTB#OW8I_;tLM-+y8vM^Xqd%=5TcZ=Qv1=X3%ucHRp=q%E%7*iL^herNv6< z-)mQ!*n9WNkcp4n-BE%Z1|^YSR}n2o{N4fddreJDC=hR1fYCt*^j{CxipH0dEOke^cnqheYu=3zz1X>QZ7Hk0bQN#NX=&60M_uAuw zVF}18eT}JHe&t3hWP({58WkjAj{wSJo$q3rjpbu zmY0_w{q>RR#n~UoQi4pGg-&*=IbKyL6p=_YX<=tUIW$OB0PrijyVK^_n~QctHwU(Z zj8B)W^&kWVq!R?D?(^K*fQE(!P|W3LUc0P7qB#gfk)TOBfIR?$pqn=Xlai7&hA5Gj z9|XDf)hQ1T9BUbt82j_*_8SG5qo7Lrr>Cda6q4*z$#+>58I_b~v|l@_ZVNLa6+*Sq zes*f-q3`(fGT*cDyQtE+sO65G({XeEPCoc2fA6YOl51T`#3QP(9Lj~l1*a1yM5)-l zZqFMFvF4q4Qj!aifg4Xb;K{iAJ3ijPdJ&Ns09V6~Z|}wJ!194`za5%5h0eX%^k|24 zFXSFSs8N7J*Fc`SPg>&JO9q_@OYfRywY*J9*AseTtNNIL*XxoZ;PxoaBHTwGW zr2k0KKVJ9@A_g}=4g#LO4iL3@>sCf6VjAD>-MZzAyD3Iff&^EpP7=jyF!&;#@6rBi zj_A;!0MS!25r5>hw0TeQV4ppD{O5w>Aogg-@bJw;w}o&u^`3!;g9ECXt!tR7-w!oG zMo}!K#sFD^Mpjl|Br?Q(Ih;$kpwVKd9Ll{G7)W>{;x)YAaEFXc8M6Htg4njLa3ORe zO$EV^L=nvd^H1AUrfC`Fz0qU5ud=UScNtIJ5)u%AZT8~e))n}7(_(baD89gAxa`%d zaM>NXC$s{JK5m;3NU-7xD06!DVJ|Xn`>o>PxdH9=)vH&<)zuo-ZGZ{dNP^&L$A@k7 z>v^q?P&)~Fn&pbUs$S(!o&3?%L?Mi6%9Q8B-?ev&ZshZ58UO|Kl>1gV}C%&zy1)&;gn=y!>^!h(XENm`e4^@DMP zb>kjik3YXUfK!yuoH0YqM{4rueksw>JB|0J{+pE zQ7*&qP4qzBG3Z!__UIi4Yw`_K2pcED$HAK$l`mbAvu}MH?7y5XLF<7WfN1}kTEj;w z^psnkVM(tl|A2ss#z?RrG$N|uOIWY-hWg8ZXV zZIE(|1|*YjxUGl{KqS@K`_c_uJ@M;BpWm)8p!Ea%og8mMixSde-?xl-jS27RQJT}a zw#wgMSRkDU=8T|C0*@e}=fKiQi>-9Z#ZY!ed*d%#e|-8WpK2LsaH2wjFY*uoRf>ET z2(F2YT!mOPQI|KvOka+wFyO!+Up}Z%EwNkE;uTDofe7?Ad-gSM!B8w0-H@ z>aN2r>yS{(;2$L~aE1G$M~@=DJ$Rj=ZIr5exJV4kNVbF!cD~9XMTHb!TYC89o<(&;s!GEYq^U zGggd?Ju$|cID&`~O#b%OL#uq$?bCGh!x}tWuIan$>+lZC&;VzC z8ixdE3R*z?&vA<0A$Xk-=y{qzeb50CbgdmhlF>%xdum+7%gV|+jhh?&xVx?R^JiTr z;~cq+`WPc&G@_F>c*{A$qhYFHrld<0!2b~?yJwHO<;+S}*1%1S z9^z$NSOwybMofr|75cHdgF+D$!O6*)>9cStK&Vd?Wc5d`T`2PRJ_Ca_=s*>yxZdDZ zSikq;;65x%7Md_bV}giv5PT0>ER@#G`aVE<(`ZSUT37@C0uUng{P}aj<|*$ZCAMzf zym_sp2?erJFwz=i+w6V)vS^7x*6>BXA-FCxJNqis5>%)FQpS!m+PzGjUbhXJk#gk)n^D zg`TxBipR0^<6`hQbs;1)zCAlc#rfH{h}*Bv)W(nLz-u&P5ADR0tGc`I0lIAO?2PC= zW-_+D6jApnN7KxVpR(#i9p|^UR9)dS*uMzm2B#f_BiXoI}6Yiy5!O;dD|m~QeZ ziLdi9JmyNn_pNH-zWZrg+oz2evHge&0B~9g>g_o2Rg5glZu=I>!#JDBwr?vaz`$E} z?$rO?waf0u)u&Il-wA$R4r!fv(^L`H*d(CeHp4ujr934KGbqi&7s0%iZrS@{e!OET zOynH<@fcfbuJe`^_5@60+-^& zw9~J4Jx_yVz(nc${N(7BNCSN=Au4k)6SrtPb^+4Gr7K^B<2q(OKl*6aX%{bkCGsAc zGlah)mZb|GRqIp^bmPrT1GIF1(pV7e^t|IdcQ4KG%`T`IA=A_D*t_aOA7Eg>J!rpn zIge*0Pa~4mv3uuEZm4UOVM>dPPzcwqUAvF{s)V?J7^6y@5;{2^yhl}4Bl%zis}Q}{ zXQ~>C9Gw`^|0TU^w4{KY%~&OL`$!3e-&1g^>20*!i=3PajB?zz`nl!6^?gVx zgm41%+;K*O%M^-SL?!aI`k_P0e|~+`F1X~1y3h%21H9k>vI96iQ)(A(Y9+dA=vf_l z;0a};>8*zh#HeLZby^C&H-OmeN6VXFn>$7y0bSO??|J~&Gqtu30leMS5+f`TQ`*0I!7*~H?*>O0bCBJ11^1rTDw)@Pv1V+&9eCr^cpI1kl7UViCs z-)51Kp&_b}_{Qz1^j^2NLhmtPlMW#C%$%G6H1{Fa5l}{i5U3udpgl=HkTvNc(=|Rf z+(1S*2>$N<#B-fz?`o9SnDcq+0y@*qMK3bA0Gbk$k{+pru7(Vyf_!w7XKx_9NM)#L z1is2C=6wr3VQ(|%V_$l81*RlQYVOEf=x-DueOn?PqG50>-^pV8nODai^`=*8*iP@1 zk}81;OBAl`bM>@Dlm%p8CHJ+Z<&0R{Rk-3rG?q-3u~xsQpFIvZMJwqqA(D>jv&Xf6 z)oKZ&>!2-WU_U+ktYLURtryDeuE#NCLHJ#!AxYrytkvlie#PN1EGYcm&P8Yml$ZL8j0| zT#w%RR$U{n_}`@K0CNZgMuI_Ncbt!CnTkLncns>|=LN~xGtKh(a14PCId?gMCLORh{CCa!Y273aG6x^IvrRA*8d=uxM74>dj11L5Xw9sq^aPtl!^jv> zEV*l!_-JnUC4vhTF8#grJ2+Z+^JW@&ex^IE`Z~Lj3Q1;%g223d`LzUlt#D^2C!*Mf zh#nXHW29?F9R_G%_`&YQleXT>#1HL<6W77VHHI$Nbv`Ad)UNWWic9Y9tB!rx zaS;A@z~sYTqdR3}{5LTY8*zW~)~DsHo}a=R8}(}96gEKbB!gsRRHvsWDK}UJAEFGc zC-@W6sC;&BFs8$RKEtS>6kevp z+y(TLiS_Hv8&8g$5V-ldmfX4AiZU`UIb~YzBzh~3Mel0Qv=a32^d#Fpj8EwRY=fw1 zl8){B1cZc2(UEx(eV>1DaIkx^rNA?f5>EqfsNB+pIO=20+0{BAd@exNNxHd$mGuBR zfq(QzdSBL(#vf3A%JFCGN#`Ddb_bSqCe1%6NJIR;-w)@{-ZkHft~_e1PJe86b~df` zN=eilGH-_5h#>c`nYAA8-gP*^eYG0w$tPj>r!7u;@|!qL^|qfI%IrlC1`(R%qiDEa z^C!GF+Mvkbc{IRt^vBttHXbD-H^n7sI~bZT->xA^^jx+gj23i?2qRdN=Y?TQSobBZl=tR&-;Q= z5d`l(J^HAntK0%P{yGMc@-3nzjKxKS9aNIBw~N1g;RcdB2w}nG{P|$WBAp;gRI^Pr z*y{W2KcD&3)d5=X+1AM0VX0T5ILZ*oMsmf&UcdOLKKo$kb`Q=)o{x)2es z`ui`te*O9}P{O}M&1=TS#+*L9tE@DK)I|^^L^EW9WpIQ7Eo?Q+kjF>~5$xjQ`S4o; z%_zY)h^q=vUJV3|JPS%Y0r4oENi`lM3S9g3NG8N4BsQFWbnSrV2&zimg>J1GQUdl~ zApXf3jDcJXWlE<9z=2d3mbH=;I7R#s)o5MSWtks@Y;!PaU@R3R5Q5fYWZ@M3^wlT> zruOz^3Jn`xXIRRkKyeu@?W(kIm6gJ^-(GEEbo$53#l5;0 zE)GWxV5iQ{&)30{(<2eG{`^p;)e!;J_LB7i>ly$4(Tp5L@BcFn9d zesy*<=`Fz`sFxI9c+iN-f1=>hPS}gsH*DCpdk}D`1F`^dI>57cc5*pAJ&aszCr_S~ zo=eue;|HMo$oBh-(Z7FH;eNRVza}uZSyhA}(fil$IJe35Iz$4WnVvQILwQ+QGo7UV z?!~|<4SHu#K^{Vqe+36DX7Fx8t0A^K#|sy#CZ-9yLb=3~&YKy=Gcz(4g9i~#NiZ(n zTLtnT$LiIAeSOf&wD;@mf{PE$2?A6gNFD=!BEBFQt54;){R^Y*%6)y^8UMEDtxK?~ ziM;|@DgmjZuQ^WwG88+8Gq6Uc5E=>MO4Cc_7g0jn=DyNpUR)FM3j>9K7qoBoVr3jr zK?7Qs0~4cR68QeT`kuXeyNE*$?IcOyobq??%s~7iUSL(#mef`T0|Nth504In4q-tA z3PZp-VyVB@0`oXbU?VDszxMwA5TG66Zz6S$l~+CpJ<=-Yg-Gb<*eb#=3$WfyUz#5u zWXsR!f=<_gfKx-ipAef=Z@1x=D=%Nl7!`U!$!0?_T~54Oz?MY6!ygaoE zmfMI?zz;okOq*l^&5$@jL*UjAUJi~cfE=_GbQ|?o9f1W(EOE(EOs^fBqF=bG@O(<4 zgwr~&--p-lvfauZ=;Y)?0&lRbh!4=I(xGTU$XOGhD8!x%gf8e!Xl|*C)q8#99pmA&F?=ta#?!_X#yE_8T18z(o#kk^uL-Hm;Hh_ z4`9FFat_iQ4TVUcKjQA(2}Tm%jQc_pHR8@o_0|}zyAM^_JcltS7BLdzvoa`f;bKBOeIO9zOjA7!XBP`8A9eC za?URKz;yz!F%sR7cn&*#fN=c?eh@&nu!tc`o-Qb62vAR_N>@@$*%dT{?f z*&=9%9P0OmhzMHDiYCsX%A2vs=q@fUnbu!KlbRo8DtZkv88N0b-=?(j}y*$6=ch%H6_;7&7$ zgSUXJOE~;rb!qzB$eu^;eRXLft-9CX__1TR8rvQ>p{zNg|AN|WJbbnwKF?V9oMk%G zAx%vd2#pdsLvUZY&reHHihuk#Wex3Wfhf|*nEVh_0m=vwLYkFyA2q3R1*}uU~hJ_BqETiS_)yD>j0%3U4{xUq3QB&4#gStP zWexxqIz2yITDn_x0XGx3V%W6vSU zUElN&SHuY`VduXAKLqB#l zH8(#70n?eo7>1PBv?DZ=89{*3nl*H6N+MlbepGXrw z6}bIl)IlfD%J~1UVN!a3BDdh;hQDKD;osfHI@KU;nSjv}7^5x_F=&HH6x5``>D~IP zG+f98h^Xd|RbH~`GTg~{8HfCm+)L9zPdn2y3QJK!$K}5^H*Y|CE=9-f7^Z{>3c-xr z=;&xMtPN+Y@1b9h20anzkU}@*3%^3+jBs8lpLzEk_AMuVy&`b^zO2l*iz%EwpBoxT zxMGqCrKxH#9_CHVS&=?vQmvQ}FQ>SJ%JH#WC||VGO>df$k8FStYlh}|gv2UJJM!m2 zEv=h+Go>)1|Gxz9d9xX~Z^*Puis75wnmRj=@z;v+_LpG|kLz%Q2H-yXSA-ZOu^3)i zMiz(+;zcKo1?)hf&wuvfmasz~BN5bn`&Nk;EeUo2L*4&aFB)8ZfRFF(b~pej*utKk zo-}Ys3N2cg+(3qk78mBWh>5L))J64wATf7=-brs^3|UV!Rqf3fa^m%OsJZ~<9pay% z^=ZhV03?$YMN#A|4VbHxiC1!52+}o<91#6xPCTwCg=mdz!ggOHex?}2m~kQ`3R9ZGdEQU&@5&5V~5Ld%Sr3YkkOFL13-z%%!76M)Zx`)r|8g} zWZAHbg{T@(8yyiO02LZe4o*H+p2r)p9oylk{`=R(wmEkw^sszIMFjzTr2}dF1^O=6M&no?6RaFU^Rhhsz*Lf9AS?(Hu`bn}S@r^UE@!rpPU9J!l zf0SwR_by#s-Kt!|M}UxkV~IRP3i}phGtzT#%fvp{}l83>z1)NsK&9 zv6W>N74%R7iOi1*%AF>hG4SX2jw7dOA<5 zqw7B(=O!GQ(OVmD@Y-nXR&TA9$7(KPHZr;Gjou1Hk@d#c9aJj^eGt_+E*JyC591NQ z-%4_D1x~?0ot*2u(AwHch6=FG+IjYd_+pLUuMbCw1|ZHJqiW&^7LO}Of&|eKfkD6= zMzXc??wKu{Kce)!@|?nv0sQd(EkkxzBDMg;KBP$SmckRpuuRZ+or#~MW^T-zfJE86pJfu5KglB`{TYnJ56R%O3{giZBFO6f~*8Qz@)2ExHxM=MksyqurjO!5YI-#0@L>+&wkk=`p((Ns>sg;~#k<>57LY)B8+eaAlz5}_8!RNn6R6^`c z#jd#ujnfpT<@7<5ira4oSMLfiEO~-M?-p0H|FaX>uyz&Xkga%8tfYug70NhuSO8P2 zLKSo1%|M(#2JUgX_Sgq#@M6kX*V(qWz!qKk1_vE2YB3kNL~~0C($a% zaKCjMBzBs8TZG>(xr%70bI2ANzfF=~(pyKtM=E#&dtKr0z&AFe@ORiH>22k9|89JD5+T><@;>21QWw*H<_=!=L7-J&Fl37fMAo&clz=|XooGufK36QlJ z{vciO4$ma55KBBRV2b#LKp4-}b8$dHJF-pR*Jt+0w@%F58o^Kv3y<6?Y`y5G z`P-sz-NK1VdT~Ruy8nMtJUVw*(E=sStP5QS0K~;=#{uco&YZblbEz5{G8%`{Q=dM? zN-cwR_g82T_-8R{BX}(FpC>+#mq*+I8$zV>h~}EZ@PgF&27zq*pX<@U@+e%hh%Dh$ zl=2;f_98$HY_aI~>sZIX{Z{n^J_Ui7YQ68ieOm)@5QqK%FO5O4AOPmwyLZML(~MS8 zEoh0BXuMQtvbad5Kc;7Kp=U5|IEQxDHo^vgJPC^a__9*FzQ=-0zmUoTZ7~o7exz3l zm4$QzAX`EGpN5`t_G{Kho761;_ZX{`t-VC{5;^DzD;D_dnHXt3+>u71`e49Dj@B@> zvlGj?{{&J3vCbou{)ZF;31yxCEJXUxu)|+#lodC68-yMI7zvPM9zP|07p`?{J ze&UXe3*a9ymdMG;k!dnmInP#4Pfr)at5sYXoch0wr-v;)Zw3YVBF^xB&h|%5q4RNR zLKHGjJLbJo_s0P!cHym7V%P}-Ph1$W+axA-#HnoodUMb7mxhhhE@7kk(g5Y5k(b)3 z*Z(TbSZMS(jIQyQ;0}aQ{~?eBA^C`jD=@fs&)x5=$^sa^iZc-~=FEbDcVaQVG&Ot! zp3nC@4EG_7LzpsVDMB(`K02mg29Lhe2RuQF_w@ErDZNvGd?kMLjEsy#f@=BsQ_7)L z{?42mVBJkraH5NoR?mM56B&-yxuT^hf7lH===e{qv7N6yr=GXi*x_w+`&9J6B(l}b zDG9fueH^?aeLnCX5m_UF8$tBcE3OpJ=3dF6|PxrhRZ;RDi7ki^D8Rq73O^%2d;@mAUm zfs^R;W1SUbzyN|j-o6wd+Ks^pdW!Pj-y!9R98g>-`z)(3 z>X@(k`GyoYK&#|nvDWFqs9&N`rH;@Jo5xU5`Gtj_q} zN&?|Vz>+MbWo4nSPpS#Qm`sFglv%yTBcjphTP8h!dHc4m_U_=wrR8GANHuc;XI6jb zhV6T&PTA4Kmc;D1lAoWimqMgdWJ2Q60|xdUnRAA;2@@5I>{qkh@3YO_eEBI^Ga9INWX(W=U3jd92KPMWCUA6=OKC|r5$DpBL6`E zxdC+(!lS^qt~|TuKzPxi#;J73vB7f%v4jj7Kmnqqkot}p4`p;`PGz5aRObP?gqcEQ zY3PQqb>6o5-g0ThXEc3rN?k1c(q|m(Aw4y1IOz+^PX|WCDNv&<>vsi4QlsPVy8n*7 zDtd15)aeZcHECmK>sNf`AwPPGX1pQ~W;)626YMf!2;1t7Z=fI&*EgDv2jNg!l{NyJ zyjIa`59x1WP>je-6iKLcUK3vo$ls%$q}1gTg%hu_818-aQaumD+D>r49}bDO;UMjRN|*2ae- zMs*cmzfKwzq&ZAg^g(pVP!=&LLt_Mk_r-7#(dU3|dk0zsQ-=~yQmexvAJz4Jh{uV! zh=R#`3c?1x+|$-`L`_5@BvLZG0Xk`lW8OLN7)#GV8A+;Ml}!ZQ_u*SoP-GvqJnT{5L1<%AF!#O<*{FOO7jBD!IUPBUx-DE=6(DL(+b^N&IS z8jAQX+$tolTer)$$rp&D%Da+Y43L8ydVyq5A#Pw0`ZAPA;;Dk&f%cIHQvj0|5ksgH(j6QWa)cnZ1H?DY9_N_y+}oBW#9SYBjvQaNsrxvSzeLnp z91ex~yw7tpgZaex4JQpwfLzGQsKQ+SRVXYa6%}fa>YlTX2Syt}-K3ngOjC3l-blPm zg!6*FLqv=i^n`1v@Y6FUJ9|7lNqeGM)R{Z00_j&XqRViU9@1(PSKG)NXqbelVvO<~ zR;~ksi5P?^hW7yM&ia{d%bRV(G>eh$_i*&bse#CY^7Zg z(55FoE{z!R8@Nm0pabJmg=ecc^QS(FUK);Qy4b)%_@o{`PQIh3cpK7iHS6tr|7?}} z*KK9(hb!*xnGdmY{rcsL8v6Le%ngOC3uIH@bDH~ToGV)QcY4ByTMM@7CqE=7Qh`X4 zNp7GGrfhK{eiCChMv)R4bAYi=WSS^*^c``BycCh|)t*B3p6P7@4ZA1F(dNg!`Of z8X2}iDm+_AhooJC$P7)<52^o^t6M_Oo=f1wp-a>gFA_K}%$%H!Vcv#g(z40tE`S!0 zBWp=E%xFf6j6Dy5oZzEGf`wEyAz zAB9L=Uxck{t#Oz{B00jA|0o2Hby*$1@;_1Gikki4TuqO~HVK62$}y zPsH_o`+RGpP&KYWjnzB>QHvLMN7*;t23V~E+a84^F8HGk^W2V&4T3KE5Yo5Dq-3Zn zKjq(>scgxW=&50=5HBj(Y-pCYgHxk}8mUPa#YaEW!t{D5v4F}~1pVMEpiJKqE3JQ% zDw=obIu^33cWTb(IT*O)?%kD;xWl8PlfS;kYLdPaB*V1;S~y-H5W;LiLIOG4ETERO zC$Uu_$#uX~MNxeIb6aaPhBTaO(AXR6C|mCC>DeoLdjjc*`~v1_MgGzKNd>k(QRJh5 z;kz*OwfHeHjjXi?g{837pqyzupWCJRkmm~iv2WsuQUpIzkewwuquDvQ+3xas(TH2A z{@7n%D}ucfQ51$AEF4U0+?zvg!=+vF_3LWl?}aK~ctQ~%0~8TX41XYtlHHPgk>2)q zHQ4D${zqG0?PnzCkvmiC$pp4`);nq%OGsG5%^d(8jd-FoczU6xDYIkg6KJhZE~d`5 z>`;c|mQHzVuFcUkZi6#l_K{O$bl9jyfQFdNUIUp5bPfT!BPxmY|M6q<`kg7U=oQ{+ zROo;;#Y5}V0s5o(QZ09!by|S~k;uVf*#?LL=K{C8jg=T>17lVD$)dwS+_TzQ{~bre zFFH&rQ_6{Y;sdSKed)NM7Dzoji$lAEz_kRk{RH}*i272gX~n#DfSFheRMoB$IINxZ z5C``>)e6u#QJ2pzx^93Rwa39tLvmQdrKR&W->(ifNfA~ku16Xvx&rwcCsQ^YB>p};lf@R*UlGx;NSW%?UYB*+eo zV;oS@s+@@78$DgVEzzn+iGmp@ZUvMF;4qBVM%8ivv?;T*uU#A4yGuvQ#AFjrlbMGp z83!5bZO3wI7+L{SC)h_cG;;bt5x9=jQUYFxQHQHIHHCD0a6rQfrTNkS#o3#HW8HpT z!#|ZKP0G+niOQ7bB11)q29cqXG$NuXGKEGWl#*12N|{1so)uCkB|{l9B_eaU%-`CV z`oHh{9nbSV-|^kY^Bn*CuFK^&oaa9GUTf{O$HGp6Y=TMW1B%VX-CavL7Mt}FQH11T^}0X~$4huQ(^^Dx*|s)+%Qenv}; zr5ryV>>@G=(>8oOsIp^+BIKjw)Iqokr0$Zr>CcO&o*N&&~&VUfw2ta zi2GyQ)oJDgfCVz}v}f5Q>jPf!nukT?`3XcB&$QJNbOuHbkb+Xr_QT zG^A__F8|1AZBqtG9w%|iHl4yqc-=?|xkX-C{gX1O<{-2=Vr1lkBbZ1i#tGSK9Z?|o zb8}RkvIV5$#4qs`D4`!z82U4dR0=RA42#_@WVxrWIT~zI4K$?WW<|sz_=JWzP|+ag zB3>DJFZpg`t+_~@gFt5XXx3Mra$$fElE60r?N*{SMPmOeC9`%t#H{%X7Lbq=Dz89* zg@D&zXwK;viouR`xp6}Y04~{Z;W<&}^DaOCj&vJteg%5zAa^0@Iy4J!5nSuz)`FJ+ zV!s7X4@u!90Ftz30k{KojkR6=ZYl7Lpw`6vmIlBOiT-scd9D96a>Imq*`!AdC5i+i zfh+E>-SY#@1Gx(h$U#cxB8?v?C4jxPDMop+70TvTnWw`V5G8HA|87tFg4=ck!zBq3KA-Q z@|sJriQd@<&Fdrle+YWXNfUy*hj5*2?!3f&{QTU3s@9@8Z41&%b`L|;p#^w!*+4K) zd>lY|ztc~K7b~U_J}St>$3j>~oo|g_U&4rBRngfa!vT<;|M1@dQiJ;Fm=&O~LR+A{ zPxL3N0tS+9q38m%Nr&AKgL`aX@KU*im_RJs$59+wj=`?}=|Qo2UqWPm?=SwOyQg81 z(BoQI%d%TIZzZML_s#tH@gwN5$)x`!>k^B+1u)-$3c@))em#ig#gh)4{h7ZRFNJY@ICs67gw1?VyMX>6=bQl_k;#5_C>-3?4k4%z^h-Cc?U4)vcAI*Y4K8D2DqARFytcT&^E%}V}b8`do00;cuBr- zICk^KO=Va=ADl)Xxhp&^q!c>r6X5CrfmPHQ_@3c1nN7sa^<0lny)dBtD~^Qmz%r?C zYz3;lEunkoxTcNQ9P$&h9rh}*+V#Yupbd>eom%LCEbg+D#UbTLvNw1xPKjI3$;j?_ z53fp%%SbS55p5v69}A@rC6S5sh^Qp}MRd;loeY~`rW(!eAcO9lI$aoaedjkc6)_Ad z>BZly>T`KXGf7g>6P%l!;FW-6>-fjBsMbi-g3kBXSODZh_N^DhNJYRId8od}0Cd}g zEjRi3w5^bhJ%;|3gaE`Tto{o!fKJszc%HVYF(*i92{6OqvEO5#N(fCP*OuiO)^00Bx_TLdfQctng$@d8i8A%O@)nMoWVz@{<4uHRQxLRC=YP|y|(@1n_!>V#b#u`_z# zI;f_60K`_)h2vU)k}WE3fEJ@VOv`B2y!wAEqLBFx=p8E%Z9ulMX%yC}DRZ0hRp+jM zFuda$>+1rx;QT*{!baK1Xc^hoqs}KQSopVvYt8`!1I&4IVP5!d2(q&AAnRN0I%==x z$012ngzya9fD(3yNcmPFZj@MoJv|qi0NOH6P%DXAK1}dK>gB!jo`@Cci&yD;;UqzX zBY6c$!KBg$HL5N7Vjd6r{q$KEpZWsVo0*we{1wN_V^7p$%Ux8n`f`5Fu6#BBpvj!@ z3V$_ZJMT-O_n0qhJ%bFIkTd{JB*DV_VL%tu%|Kegih+4uPt5DyQYa^BKSQN%XRLxx9|L;Go37QSpZ#2DtS|E*wl)F3*ji- zK~rq+o(w4F7=(~w#Zgl_#;NC~sUf7i$<3WiofSBWgv;w{Yl&DvZJ7D}`=O?Lpte<} zOSYRY`wdT>7tlUYYbr4xWzFX-EG{ja2*6=aQ(wK#=8@f8oi@Dn&FZ=#6fBI1^UII(_x!UxhB#UIvdfeHU;I- zRS-R7^a7`0YEMPP$w1@D)4MVnMc{|YqYt(Rq|Yb*7YxHokQe8giY5Ud@)lEo=7WHF zoHB~2VQ*s1fE#>`F$AlQ?AgrS+u997A^gs49H&re4rkXP1QE4G0UeKG8#~55L(xgxhR?yP_#XPw4Nk;z{)~eo7j)&T6OcD;u*6xgs)bA)C3BcYeXgIMeYoRcCx(D{Wp?U3?jv7zpZofx1|i{~;MeZZ(OFM}Pb zh1_lfd{B_2oXG8MD(1p#R;CsS986eC=uw-6XZ4}9Dqe`RSiVNah=!`Er6^O0rZd73 z1Wh3x^b~a5C~e(JR#*Dq&xQurt+Axh2E_O*U(KO8#k_7jq!5!(U0)6Gk>UB%7PBxw zM?Fm-_Ugi!jzfXtfym|nDif|U0yu-H@t)_~rGd(AHD!W$fH#D)P_lGvVj4bVpeNBbb7gKa!T1JvxCRhxK42U6DfE}RJX z`tr8?u}|~u+{H2?qClw^O}wNX#d;FwUj^!ge1A}5ka)BHZX#?J zfMvRZ{WQ*sA9vpsCcv6ASFj=dH5_&hDql!b`mZv)yK$#qX9LnKjb6j@uU|8Aa)KM@ z{u#Mr6Qy46S3;dE$e7Opv)=;|02yz=heJaLwM@`ewsgGg-g>I<4un9EZiKEF_4QA_ z0kZWTN_)gdBg)=lMW_*or4?9f_ePZ$TXW5nQ{T-$?@!(I$ z3jnRSFVJ>J0#zt5e99Cc9YQMRGvYLh+j}ALPTNFkE9%Z2w7u_9wediR2-Toy09Y40 z)o#2KIXEFheS?zH7re?q-Jp{7Q2@o9O`Ax!%ZJwB^SIB}0UZL4~a zy4N=TeoEwvxPfzeM>fyEDSfByY}ndCSJah{kn55#6KWG@oC~kty$e|whQ~ei>95!P ztPSDOYJ2yxJ3D5EDgp^bUNasJ64W+|EE8Dxcrb-8&(v&*b}hQ)2C)+WOT9kfe#YA*98ThCX@MRP_>3Sw4gxEv_Z3+O)#w-1>Zv&AweEb zLGR$f`2bj|o15LpSOKaXx@ockXl~{@d$#MbnOG<=*s&n+=b)~a&gsCt3jKOx;$mQ1}RTov3r8Gf64B^xwNSRc@tj*S5$rHkk-gb9YC znKXQ6acWv>?^05ldx^aPHN7PFzZwTE!EEp))OZj*g0Vc*<#Oq+x&!rYgOP9seTp91 z%h;wI3>;zH$*c;0o`b}XS3UqKm+%x`gH%oX5Yw++$R){xj_PyZS0snRLp(b~MS%0@ zuPofEtUQ*1)x(nWkfybWIP#-F2NZ~s4v^Hc`Sa%=hE@W(BQ*|fS5xz`^8iXmWiE`J z$OnpaiTL$-cksY7QCI_Xn?ThbN=)RJ#Cf4FTvDs&OC0qhAzx6$EF)pLivg{kE-s`X zgf%)DZ(_ajGdE#J1IH%9_K4(4O_js5(lYzf(2eCluCwIV@${*P1AN$k+Wzb)zbOUB zT~a_pl1pYmWW|ELNHQV+oCR{WJk(l>cPPTa!@v)=qw;)J4Pu}1f@=qhy2s?|JMLl) z@o5imCAGNj(Pb^b?>--J>w>!lDn@`R)H&I%<9c2z(eC2$E9b(59b;Z+9)SQi^`{9>!?!xB@c{ zLJEQT&|cCQKm?_kM*tI#ApIvl78Ja+OOK$3farDn0PQw{^(!kEpsMLJp2d(iCjdDT zs*}GWUeHk>2-IKprgRRA<=+5JGR|yX+{7DFo8ucutHu@<<+xr>frDbcJQ@H(SGkfd ziezE1vL#s&BCW(7TdhZp-BL|er`2Q91IzvS5m)39;Yi;B{;TmD;GHsw!@VB5gK zG<#_jmoE)I%zbZIL<; zplWz$+KesF4GRSTfcs62A=JE>dnB}x)@snb^9eGmIz%Q|_v}XNOlx6I@KCA~y2KDZ} z{4_+fpL6Xmddj)il7V?vFg7Q34dN&ge$DUnLl)66Pv-#>2)@JX3&50kDxMXefc9oUbVeSBu{3@zf+@ocs!l2x9zqr^3-0 z@8r4ql(-N^BcM9bNR2pJ+q-;$-(4Sz8BEmIKWy?$#L%A|m>2ADW)! zcT0s;ojx@A)evW8PfCd7AWnr@04s6;vyfl4r5`ewHDsLidp^c%z(RSfd=Jww;j)x^ z%`%2Mq8qQ#b>kt);io?7shF~ZHqA3enNAG6otQM%!BX>^kL*e=~ zH$*jMxGPxyD9^UkCJoJWeap{rJ>ixQ-yq5%0CSO&9HlY2&!Km zm(;2T{fHvZ%QBWaMu7SeKx58_~(*(En>GKwib4IRynY*JF=Ptk_vg%WR}M z<~46PsSbx-A|D?gSr|}jAgQwCXx7zb_wQfM$EO(C7*3QK#N9I^@A32YGaLbi4+^ z%mx@xOEc7^^B1Rr{Z}i0)kM@cx7Ll*?|A+(N#vmnjhloW2emPxPS($|V1jRv; z1I^<_boG(eSR;o(2jUecO}dD!L@vx=8D7Hy=2bp71KMdUO%6lxOQjn<7f^cWNPdfQ z^i18`sj?UPHD48dCJuv`RY2NMYHWe)4+=`64nogp-NU0sFs8H!#~1bS)2-rF5DWp| z2kx0OFTsW5hs`wb24o+Cou&-IjfnnEk`X~iiahA1^fRcDsHc3gF*!DX`2GxYM;LL_ z;vs4t5#I=$*Nlk#I!tRdodHtFiha@Y@Naoh-Mkd@(f>W)xhw z$N9)hiT!|86d-$Q>&VK=A~UU~*?8_a-e@QS%wi@%J#dL8zkpd;)u0b|Ark2V4j}g| zL|pPGB?lTr0F~A`obr*MsD zFOX-E|25X~Rb+Tu8amKHgAGjGSB<&Mi=?R{qM+(48B-M?I zbwCqcdL+9cp4+$dz-I9qRi`)0uirKJ;Jw>IjU0D%218iK0iwmth18wfYK&@v&TkYR z*N_S6ysAV%0EzGhLQ5JV=UaF1;6XAALyz!l*h$s*xBO+ob^7KjDK(AqHDVwCnrHUS zQ&Um7`0}NBS~D7uozXxF;o646NCu&J8Zm$%HX)aFO_JtpMMCxh{v1ePpr=Wfx;uT! zlq*qDr_&U=_{X0Jc<^lII1V`LZ?d*d$d`x7W>HDkMu2O$4&MF^eV1myU8&m9B;vYW zn*E$jt<8zo;~kUI=5ya#cZ`~8q_|HeqiR;fVWIaVVS_6k9gzIb0O+53U=joTiuT1A zsdL0ijA(+3Ux=*Z(!vnSZI-c92L;eE0zrx!%H$f%YgGi|LA}D3ercbGZvv$}feE$S z#sKu1z}#%U${7I+pu5SJL`9l^#mar0HNtP z!!CpS;!xhwPYi0zD`4^vXK3maI)j%KbW-8sbo1s6w*QbFWWT7gf$b(r`8&I8zm1ta z?hX$<&I?+s7|Ie)gd~FIqX~(9(@bkP4{Z?Rgsz%nXly5852PYghLNo(Gyy;YFGEi! zrW5%*ZhZI-_+>yMJ{6KTR0l+o>dQU@s7f?EL^M=zfm$Ai;iQkzr9|*A6!1&*1w-H< zdz-93`uUz7K5{2rRE+YryVi$zgoG^j{v6smBh)-M1#gsw9N;2IGzyrHM2d8t&_x6X z2On=dqmC#wA0Y2#1RpYJwa6nASg62Ki{fww1|n{5-?>wXx;Fzik0tmFGH6olfw6#* z!p*3->q}E|O}9wk_kOxoT@Flt2}B1%?vF<`+p#;(DJunqV0*mpjP49sJLqu89F!0a z1!th|i!h52a!jNJbVbh26JWQv?|5pEt3)37l!XYexu+ai?Teu8zlfX|x?;j!Sr`zo z5{3Q-Zp}DOm!-Tlf19H(C1_D_m^T}zz!+_k{+Q`v?|6KP0ng=`i zudHTR8Hlpbtz`u#mRxr!0tU6LVE69Wh^`0xcvAEvh!8-HK?o+*R7jt%s>^Y64=Icq zdxUPAaYfedFy4mlqbpSf#i4sAKx431U2_-oU+fL9P_Tq8rBQ#hM|u#4)hd17hIQ|G zpg#|wqV!C}ksFQ5ZMS@($OB-;xud=vLurCO1*s>##{l2Heb5{bDaaUUXV2JM?pyaY zRrAJaEq?-MT_)dvz@of-qdxA)WwJl52Lr7spP#D^8|0#?2W*#=y7XYK?ihS_jq|8K z@U-tL7wsxnefpwag)>wyVpq2h(au z5x6;{yIpQt#cp-XR2==`DWEf+J$*`EkuWA8$1{lQj^_dw$Kwu9Hij%u?eEZ@NXyRi z>F^Pvt-d3oWY{5Kb1juxTcAL)57tkIWGn|mnFtjoxiX>IAz6P>ayndJ?C~+|8y}B#rGumwz9)18%PKESZ)6=co{XB#|z zyaYI*#HL6W?r&{G3P?V?h&Q8`H=h*!f#Hj*8%pX|e*Mn&opxE{TJ|Oi0SM`nGj!*S z6TE#PD}aE}DiHZA8PQYEB?v=EL3R_O=e>+{oaZdZor_;fqb0#fK8|Z|hUFD@Fg2(O zsy%;lne>K0Z>&3NIU!6TL=^960X*|jzyN`{_KZ`%4T&DGI1jZa@Vp2dVa{nY9dl)!MzHG&Gki2EA4 z1*Z>@H4OZ%=v#SFNYpeT=`FPr^BzZTxD&fD*Y&u*Uw za6v%k+(auYD|F2}M4kY8!~mwpl$K5O40(6_?aY9C8a|3|5=3MjI+}jP@ zA8~VExL)?=w3SudmU=8+=)Bn%sr|3nLy2(Mi2cz^2;{~r-h+AQ>92tjhn64vqwClV zPCU+Qm#b)$wB8nb+?iA z0h(3GnUhXknsmJZ4dPg`;9Rr~y+O>-m_e)21P)04A5gO;bIF9gUs9 zfT3uL^l;gJj7~;o0mqAV1NtlAY>$J=YfIF^-DObkr+|0@$m;||777fc7<*=D0izT~ zuMb0VOcPB$=FG^hCG2Cwdp1;SK&c%1en5&2#u;_FRIJ{NaVQ6Lio>qEtofU@e&psz z>f4t`vt3csU(c;szi83sM;7SCRgayFm-A$lMEq*_%Sc^IX6NKfPWI7ybBiqgS{GzM%yC1C z7IMxWa1%Vj-GGUPl#LU5EQIM6G=vhL6%%vThxU!0Fvdtx;Yw342(l#>tq+|{K(xjq zx7rG(no(Du2`FrP@nwBXOCx9;uMmy2R~KTGz!!r1_dwbJ z?ubTsQ!73gty_M6$Xv$(@de+06k-M_y!JG7iSm&q`^@$Yx1O=hp{3M2Uemsh=tN&4 z1yLkbN1&!40UTzBE#LbV_y=e&%8PM}T#A{4yHYeBb_ntceRxWPfVK7QFW)Q|rKWBr z&6_Ogt1dC#2i~+b0G7NCj=37g2chmbn!ja+j~jlnCCHa*qD_SZr*>`}o{5Q2coXUu z>l%233bk!H%{72&T+`D z+R|6$l}fYYVaSHPHgSenu^8$=-3B9vtljxT_lw0V3XHxEwhG(g(dc{tq+8ihIr?Fe zqkOWu3bn2YJL60{JCgqJvs=-r-)Vij|E(38v5vq;jaf`J#2=SiK4_Zpk46>|E+n^~ zmtu+RuC@T;q@<)up053l|4tSmQ~Kfm0uFNQ#z3g^^ zeL&IOHmJEnDMo@9Ym0fzTk3X%j^-? z2OWJc8nN$NC{{yy5Lygg@M+}oOoolo`ZLA>Z&EQX$MO5py5lH`G>|oD#R7beWw)X4 zlAPM{L{WOsvUTkN_J-pQy^37{J`&&-86sLpenD6W%|VYaH4ekAgdX8mRg8AJw`12a z%@u`L{jPGb!@;e&Pio)g!=ozhWY{K>EhukkM)HqpCIp01k z^y#SYKMrsg`KO(y3TO(Lx3_o21svm$mp-YuK#i>cE3_i+x-8QlJ&s;fYYJ)W+hRUN zkcF;1yZcf}7?taQV@su-Jx}+e-i|hdSu?k9S-7Z1$ma~VcL>L=GZRF&?BF(?!M$}+ z;em*W+PY7*c}~B(tko=C6!tJ!mGP|LS#wQSt5vKfl2d8>%`0{jxxF@-C3g+Jj=pts z+^Ywbzkjzj4B2+bIQ#m2tMb_U&e?a!J^Sdb4+h~@l>sAzhC>5YBav2qm1gI=B{>3j z=g&^_*zcz>@aU5%$4=H5hS99I7<`+ZExLO3mtQS-gn@V>I#qnk!J|LhE#FCs`9yfM z>|lSepq{l$RkaXDDtaIu9XNd!t#;U(JCFsP>o(=cIGHvh%_CSftdybJitL#s}zE(ih&ECX;qq@Rk9uu*&@t?_mheGOT3X2K!gG5+sKdrNBM0NQzD98xysL}3vYfvdfGMXwoGb8@qO8W(_c`ddl_59x`N?eg* z0^SygGWJ@je2s7>{gX9IEd=LrcV8Sc#>qER$Lr0d%YS}n%zneqFc~|V?902nVX4x1 zdAj^3!1J+iLs3g#;KUq{YnP0kBcr`9GEUt)bB#oT*~s_pbU6th7kB9H*%Ju(-eh>N z?*LR*Q!;NJnN0)Wep@AXc6G^h;8)$8li6Fm%cktYE2Vifea`A_aFqLm-yQ4NxOgJ+hLpsHNz1WcI5A5&iX2j-h~Bo7SiIxkHpu zxl)@6IgIt1AirEwQmCmXN1}!cD@0)Vh-Ob`o>VhEfawZ@dpcyRkfs|$N|rRxn#?gK#%EA2R(0#%so%HzyP zfYcQ!&((NlEBJltdJ`M`Z)YD>M;Z9XSz&NVfVJ2bh^P&6DX%tH<~(O(}x{9}~1fU`qgyQN>fX(*?4;(2cDLintFAbMp@G z^R-*i|C&e~l34sQg+HGZ>1$7|djOx`-%metB=G#b%4);qIj5l(A<`DY5zPSmPU6Qz z!i&Qo3#&X^AP2o*qK1Y>4Dji1Emr3}zSY6%Q$z)#!tT!P%=VvL`YQcxAA%=gXETBt z4d47R33V;h7VfiGZUNR=4A-%>SO=zGUu;IcQjBDfho3(f1`3Ve?b<9c({j1E_ztfk zh-i#U(S~&rY)dX+667^SC}P~_OBdD)KISOOzfmKuq9}8%`9Ws3SnM2HXHL^!%=QSq zUn#M4sWQO1QhfCvbP?!VN4puQ#(g{GZ(S|}pK(pddR0|bW02@t0y-<~zYjABbcka< zIQXMO&AqDIw}+Tdp&*0ZYoc%_W4iBJ`vqxo>dzew`A%9C7`@@&lyPQo@D1%?_q=#H zeHAEp{-ABZ1eI4=l4ZDn-S3q!XL_#~(ZW|>4-QU6T}9=3D~2?P;i_RP@CB@a<&SsV zynKAdP`M<5yz=((35IcpF-V3(v!$yY^99np&K>JoF%&vo2l0)uznBv_sGVaLPs`^% z)VT7j>dP`M;?mOlQR`Y7KY(ean5byz+iqF_-yH@_X`~MN;LMGGHW~WcY>P_ibiFoh z0f=#J>9vtNI;6rTo-^R8TJ_+OS}$*7kBLw-Pm+(2JqJt3VK+y0c+*;k%1}TqfOviO zmcvJ4TYQDZj@V`lo{vO04ueZrS%Uc!RJT8h(xCBrg5`%5&&$I@u6?^r9aj!(Y+ktf z7)!>$vejJc-m{{P`=^;)|S%cf%!pUXyu7Gm{|C$ z-8%^Xil-PF6QgNkV`DjZZqwmaXIZL+cNb^(pVPmXcg$iTJ(#9|g11r0knC^5gbhus zlRN(YkvQCvVg!>bBatJkdQoWEuw~(jdvf+7qQAmcR64jf*Ll(5!-;?Idp%?KJswLwqtsZ;~P>4dhWrFB| z?YiH)lz4{pfyy>9hjj3^G(i*_1dDOc_U$gz-_`=BYp*rXN6GbkJ=Xna5>uu8?^}0e zylsQ`wy=tfb$cKL#{24;mwQwtx25S~`GH=208PUa^l*cuGl5|0J|sNY)%CxQjCHu& zZYjVHvPn+v`a1sY@Zwv6>OX(%6OJ)%-`?nWX&dr!r{PICZ_dyQ2vflQcDuQcCdc@D>l@%PUZjkSWni%0K$@ zok4VBXB@{x=bTJ^+E}No6ve0WoHWWggNSCF!CoABIu5{=hQ#uyto`6GrwdrW1WHIA zK|v`MP~tb``x_TymTz-!`ba9!^_EU24%QN!%5{RZ%MGT!GO}(++Pa2r>+tU7`hBUI zKv>YT5`wJZpi~;`@ukb+=VLz@d_g=5hH6X?yy;%--O7$QhwF~&SJPMOvhIGHk~-Xd za_Xtl?WyGnQp*s~E;j;=6YY zJ{{wD^liIke$%Pg?P@*l<~x{KY0MZ-g^;+lbhZ1(c(I;%Tac4{5w0O)mC!mM|v73Vl6+Bxc6jrlgmrUiQS z$>|^2yTJZ(dF^^pQ5DEd?{7SB<{ssX@mBC2dXA3#^Qn@|tWNLtdh=~~j~6pdtNJQq zPTq#ajWAAl7@{`8P(d5{j(&H5vVCJI~suF()dGdF#e zq?WkyJKo+;A!#r|Pr8ilpAg|tupv#D6W5y5yxhmZiSw|--^|ddzpjMk9RvqKByP(@ zM6xTB#~;=(zzHLB;rp{8o2R_#ODO`3c~HJ2Wz39w$cep*WQF!gP503H@?s$!kW8y* z6*?#>O418L!`9j(Z?3pnhHFO@&QgOw=}BUptRaKi@ki$oF0_N7K1D9 zJ^8*LvnZqigDdPu3e$u+FGa8ct3;-jl5wg=*I>2gKI5oYDK<(gXt^=H*==aighXEg zhl?I1qbRh)Q+~dkcUlvt#GSi$e@4c0R&yFmsnS_r|LdF7S*<-9Yn}AAQrgCvje+K(Tx(=b}2Kr zs*%A4g{CjTo=~Vu4J09W`fV_OgOwF1;45vv;QrcIVlmU=rFXE8N(GDN^A3`C#YZx1 z&@<}58f$+Oc~G>>SR^V-@LlMzJb;UjTJ^p-d-CMTWVA0LES%76%271-O{oq0I}#Hl z9oq2Da8mAc?90}gMC&CN4d ze|##o1jFpHGkeg2UV$C}I~Jv_OwsD-tEYWGd@7Z02-m|F!9?l%3_r*Qx#^3a-_kx;>xj_4l)g=Z9YvoW5en7H`a(nt>LoBK0M zSH9G0`nY=SAr7nY?2mt~=<%yEiA>yvQVKE=RL^%L_}tL^#>2;_T_1}Fi?*d!TN7sa zDm#`czky|1qE@kj^25#S3p4E)Kr*e}pL%3=#h9u0?nV7wHW>?W6;{cWddXv|kNn-h zOx4f0w!ty&Q~&edIt}9KsJ2U?jJb3B_7l`(mDY9cw$&FW6hW7A{>F5tdEBD~9W$ut zR|}8Xmj_-Pz8J(+)!`k43^cW;%!K~H4ECN$o->?u?@8K=oE(lfWJk*)E~N1KBmF+| zgYAl(6DBl6#;k)PQWK?6f&9QuhlarK+KMPfKd(v9J7h z-M|5}8|;@{y>hvlbvIIZ@;dN-Q(6<{I21l5^Ajo)o#59TA@f!{M=9dxrk^v}!hW(( z4ti7}T?s=`RUCO%Lcy-*d3f@KJ<6j=nxnywW~0r%d37Pv=q);xoso8!nt8L>IKm-# zGrv_{v?E8`ies#_BvG~SRc>p#-S(Ps9cJH6Z1!0P4uxX~a`{aU&wqb*!j4N%;PzPh z7RGSjl$_PB4|&j`>Xseb*0^7S4~b}UjOju&dEFFl`JP&yxA!8x{3M??3jAdnZ;>8`)`%8a0Pd| zljka3By(vg8m4li`^MfyKVyRLN_&xC{Rw;IK5sm*nU8(_KQ)5C`EwL0L|=~>K&e&B~?uuw%$r{GoNUqm!X5cAb(S5g79eY&oM1<@?0@`m?y1NJAJxO z#cI8L@&k&QPD{_!^S5T~2we);KUU^%SlxkM}SZ%B0t#$T_H)}L6lI(yx>X6p{0 z(I3K$(>PZpXiIZLZ%#7Q**wGm&xcDG@QG4IwIe4rF%7bH;{0m;dDAJwY|HUbo zGa^}1hlT!ah@$ZwT=%X}nl(k`X?App{SpJRz4bHP@Dxt0Q&jlrqrLxohVdfy_k6+k?7;Upmfr~$4QMb{ zGrRsTYA~x8I&es>FkzX=Ydo*DP?UNur`5uH*pU6UR&dqwhZq`6(|6AL`6wyuW%DDk z(Ld+MpDP0&%5R#2t8r8s9MgT}Zvx4jU*vGncGKU8?X(dO%K6`3t~SGa+Ds>Rzw$PD z_WE^F92_HnB*{BS-*U1}W;NF%cBoyrXPliK(41A+RfU!>AKkawu{uI_PmuEM`!gvE zoj4KSWI$Ked{og=@05{W&uCooIa9v6dfVt;**YQ}?q!i#Z?5UgerZvQ95~jm9Nip( z_UE;uPHm`xO=m^#Sycdsztd0uoRgDOq!F42{N zdk(;W$8;8<;x0=(8;tp%&vAN%VBkou704h64lCE7EdhP1jUF3YZz9WelS&KGJ)Np0 zA|i5#wI)RE-{P~@McII;WOBm5pb4pQ5sW7z30@(rzyX6y^`L~u>F5UsGrbeZIC$ZQ zpbE))385>{x*CIFRo%V21nod;F!fr>er^#zL1P!pU%1foV5Mcba7Hhc2*-6!$3 z40o0^r&E+g>Ziebb+?7X_o?`JK6AyPB8SV$V6pJRyi>M|OylpK+W35xZhbTFyqXqe2 zWiHDnbG@`Zd55WM}9;r@??hGsBjKEkl&NhwT1HmBl+^yZmyyrsklxHh>BTZ-1> zM6JQ?=Dxe?s`5TL&ym)8Q~D_1pfU5tDR)OH#q1MtwgQV7)?KIc z&ScmQ>NQ6a7v-Ej2JS+~I{+r`M7;KX3X18O`ustBQ5! zLLo1*#F-i=$RRKa9@-9te`%_G_GtXu^%gb~RR3q#AKG3{&$F~C_Q7=j60VbWYmWVx zDj>kiup*s2t5DJ|Te~*4@D)_R%};#}p~|c0s=Ipis#nl9_b^Y7_VzO>@MCdq8?F7n z+y6)rP84xM{j?(BHfQ#MS1m90mP>rQ`()|0bCJDm%vh(W_HV3RSVr(A^(!+#BP-yU zuoyTtIiR*)_h1*Kst1zJg&wl5;iSwDjD@zneabv#z5TmpZ7n*tb#`}7J}nHzewl`p z@i8XL+^*{Sab#3UlxcKDd|WFUJ?B8oTIE?2EIU7iFd6ZEr>Hx3585uy8b2TmD&eDX zY#6dJ+uG|(QDH`HY)jb-0h-2v0|&BA=6}}s;()Cy9J>3_xVF`l5eXRn36}rNUVUZX zTkS(nzv^_+XF@I(yln%MDi_y=<_+}a8$t3RCMg+luR9TRSlP>C&eH@Vht~<`bVA)| zbLv#Pg#ILb0mE_3aKwwCltb}joi=5hDky%jPr}v1L)*qC5iqUz-K9&GsCr?l%Apo3 zk9sNv8YWDNAFafk43(}VSzUNj+`=rJF(bVg{$v_(VTab^Ij}-4iSx4k%iwy7ZSNf? zZC-l?ba5cIY8W`bZkagkxyK6@uIgM7IQEo+%Gyd68fj$kdoVpr}7K9 zocEF0_|}KdO9BLE2LRkhRoDcD!TnVyRI@ufJ1yio-z`SU`2~O0jB3eoG{Uq$|14Lw zVaU+IrTFpZ_3<5_T$qgB{Zlf}n2BvxfaPEmBq%6=!yqcbi-rqIA)1no$Cs}?oWVQ| z4%WHu1BH4xa{Ao7yf0JNR|LWX%?S8dF76ZKSpLA6SZqy8< zXajY`BG@}WMvssYdYy{j<`wJcN1(z%`MDLole7+@q5bnax}b@|>RHy~VPN|rqU&V$ zNsS0;f0(-;3w`3@FWZER`gy>J3CGt4_Pv;Dd_rT85_H0Om*~_o{i}fWk*5%Txs3N zQ2ifGr>=jfUnxC<4&qH(SyE#z`DT_rI&u8P-0`I?j$Z7eagSUrze554Uq*;25OSy~ z{g(u`D`!a!^8Gv5hFw`#^@Z4&0urbI?)3JJ$Pki`G@fREQ8j+Spevl4#^Pi%BfVYp-#P2Vx;lN)-}_|v z@i&wH{Y|xDmekIIQwUxo1C{&PIcxhO{Lu$G=+0YR*UV|;GG}MU%uoK`EgZ~RcD12& zd12~?W!i!*qMuUNuVLpg%%``^^v^Z2UntJuEkle~BD zhzqURmnxHG^yh;q&%8NJEj1iYIy2H&EEru`8+E%Zb7F59&#Sk6c*qsEm7t5WNGhnM z#LLuK%V4!wMEQ%6JKqNfC%89#-}YtOIrV)m#XFviW7?`Wrmx^#eXTA0LFXTv66sw- zLOS0Ja}Np>5Q^oL%~fb z6Ze>Q!)g($3!NAKfxG_gTguE#<*k#nqblv&V{kCl)o^n-CE}Vn2?aZ%-QaxM>~Fqb zJ!dJGYwYpzBf)X|Ur8z_a*7Ddm9OdD}SV zr{dt7@X-b8w4=Dks$s{4+ujX7Z!u0bSdnu_!Hz(gt0MK?NedX3P%ZzVzqDbIuuxHK zuujt7KkoiW?{UIzALD_Qc$3u+Y~wtwP9`5(aI`{pCbL4SmcKifUTbOgwWiRtm6NAY zm6&FD&U4-FkyKu6d%P6cHA2h^L45M<^P1*Q(Uyv-gKqoi%g)vcWv&UcGYO8HQ=IC4 zbg`n`zfZnlgHXq#buI{JAz#MA&RDu@-mN{&2#6{X}tt!UhMUzyJ$&_?W)JeBH>70xeagd5yQ*{n9@*YmBqXaDTd_Mf~XmzR6)bKLWqegiYh@iP)! z^sR45U1{rEmHhjfrjO$QEmnhB^X7yh&YY|b-2Gi(GIMWyyj~2n#rb&KzkADg=%TNg#|{=1 zUTW+hb!JkBn;6xJYf{c$d84@e%5rwR%b4@}y8x4){T$29@A16GZ2c^;A?Gb}g-=A; ze;-(aZ=yJP&ebe1$98M!NkR5wnPKgszkQWHVc(M9&uYIf-4=GlWuWyVp{yZd@qtQQ z@yAWNUVjmj5Y{C5SaWZ`ZufTaPT#mU5rTR9v1EHRd4^ z;5|R?8vpuFB^LOqcGZKo={}Eej)z@|QUq4!Jm=fokwe#zkax>&Va`a^u6Od4vwzAJ zEmKwe^kv>Cy%W~;U&aqZ?sSe^oi{$jwE#oDL|Km}I^7ct%3Q7- zs2Z+_z7X@wy|I>pE*_f0yHNzvRQ}*|$KyYeB`K?C4)XII)oQvTTzR`F?(N1GTb}db z-?T$#dGYWajiB&uxAH_l01hrNf$M}%%$JLLybF}y>EsN@@As}C3@o5Z~joK zM#X=(-2pYtUNoBGi!$iu%aoC+WD}tRd?IYxsDO#&Q!D+QPL}(W%j4hy(;q%l8 z+dlr6_xn#omTkMr&a#-DnW&&^S~go_Xu@4gHgKNieK!DgGJZ|?a96;H5l9-s8N?&v z_eo%Kr61Mpp6-%=%jQ(pOgMeC1PG=kuaT&!S&>Cpb9$o!0lnFpl41 z?A*m^>A2tL9Zb9e0-}gj^IC(+0mk}!kzS)yKz!pyT^boj_=Lre?eUfC>_tb<{80U$ z#&4_ltv$IfzHKAQZ2TiDayY%KnH+ro>nfK}cpe_jzS@LrjiHtlGC|q3D`Mrn@H*DV z{HGY&S&R{#gkJus5nma;8m!k90;07z9Lu}V*K+6neIl?=qAd+_mLilbYvJ$r|B0M8 zn>X)Y0=vo5z9;uInj2uw)LgU=5wXqCRiL9b7NU*R_BUK4n856n2o{TVpk=_< z(Eqb|RLWyG`a+AZwcEW}1BSyWe@4K8OwwOUZ{1oz$AN<-7T{h58XNCaZ?`Fy;atKd zbnGhu)I6sOl{nWzmj27>chraP^d?<{c0K@EBT&A0$G~a_;3yGoNB(5qlFh6b9UqW5lnj zX`ciiNaXO8l!JYJeX(V4&ElKUVCEHssz3h5;tgNB9Uq)gX3f3!DE$JP(qh^#WSw3M z`ikIwVDI7RSdT3;pwd`OOat17VzgOK_iXR1;7%*N>Nu{kMCdu1vuq zj~;yt<$`b~T17rBLUq0iKnis-pbOxs^-kzDpay}d-E)Yzu3ov)h*=RKtl>*W8U${gN|#k6t@c#JW*eMwxf}^qtn689IHxujp8=g``Xp z#^(^D;hl${L)Qs0@gT2~8vO0f!6aPg`q%%Ft$(Ukm-aqlok74C$qx6he@DF!=WlQQ z)n|Khqmm6R1#I+!-ioY?+}kcg3yH-a$zJpWewbB$J!j5^l=w|1j`0{fXwJkKAXqL_yEe)OGVSZLqNb1LGa1qx8_T1k=s(&8kzOB25YYuf zq!hT*3HnHC|dgkZmN^0V)88e%yaB3UuXU?PIC;Fyzoyo%MbTG`r zue$K9J@qSos(VYB0M*`O#&(!kv`*1iG3J>WbTWR;7rjZhXo+?IKEC-Su)NvqJ| zFN+V%Qd~U7DP!~C{e6I6bWz)?Z@<}^ypn36K!3?Huf6pf({%o~;^E?D)>=_4A}GOR z)Xci|s~&1=JA~@yPzhOm{~tI+`Ts=OtSA)-rl5F<{1`3cXw&}Cf1vYD`Ivij(UyP9 z3)F*ADs!&Y#O2K4y;J5L7xm)fF?!q~4_x+?3dGbjSusv1l$V^CeeKd^zY({{XALa* z!Y3#F-YViZ?l~`4uACgB7d36AnZP7woB+9-Z1^SP%bx>MzY zi|?LAkKrdj|D0#)mAV^acUi=TQ(=fqVpH`(ham>JgHzkRbwZovYE4EggDxj-6HJKXZF;;OO<)H*{_G#ggpuo29g{q|ks*+z`6 z-r78Qa#(rkD>>dYBHlqcQ!8k2$LqDAo4v9+dS`m1_n!Hk>Q>jLXCOU{(Oi?KPw#D- z&1CQbrr7~k2w@ed*?T&-kC~NImAqm2d*;jDCo!N*yImIhw8?1WPN)B7(m~$Q{|*Xt{I?%?T#`1_ zqbt|n_yoOpKIj>J3Mw1MfuTSv(XDb95M@~9$D=O~_UORMOwMs;)sLnQpCHJfn=eif zKwDJ=$o6MIi%sC$H{Wh44T`uAUquiULBMWB@eE0Fi}tBlj5wYfUpIJux{hahR$tpR z{FeLcPtzFNAZTF4)~wM4V-LHk!4v=MQ_~rKuAUyIdSl7|zl=0I*twPepxiL=NuaDS zB}SCEAX4eXnN^1I>)WgA+jm?|W7Tq9y>`v^*WNx4BAC#?Oymt3c%P#2umuy+VTw@< zuKy3@FC_ms7F%vHTRo0;e;q7V10o^*k^WRqjdp1a6 z)w;#XI6NF_t!e6L7@Xjg>!P2K4I$|im2DW0?QJ>OUT3p*!3a9V=6T(KQR5e|*Bz-&|NO|RIY_M+y|*6jYY2Z{H`tqU-$S7xy#cxy1l`AF^Bq4rG9j*Q zgKs3!0wo+;rt4or-wU<1N+D*%gjJN4ASv%|tI|iB1zF6op(#abz{*v z^o0sz<}@fUn%UVciZ!}4t9gL2S7EytkFVafi zqaKid=kLIweUJdj5B!GCza<_#hslN!xdsbbBJ($lq+ae4WWs9W3^%kOxkHjqieVBT zlXSN8$9vi|moA0*)3C1pK~>A*Nz3!C!)U{0D$r-E#||LA_y|MYWo`AzAq*KU+Iyj( z{S3)Q1eCuzHdFD&4$__52{s@!(VZXco4OE7tt|O`)ZTJ3`bH~^_g$C)sv!y*M2n)v zp(W2Hl@bUi6eH9ZuAZJzfBK7xid56_%)?=R5{}U`jovzkKBHL~)UcS3{B5a@l8zkC zR+(Y`2eLM=FylD{eS3`oX#0qbsu@hr(9IF#x2|QCj&B&@{4O)hU|m)*7Sy*<9$ye@ zia4TECj*T(^rX%7yg`q(rgZH_TeAu#D#n)e?p2d}>bu&|7#j$bRQJI9S1IO$3#vlH zPby%gcm*NW2fwX%tGF--YsN^F!@5}FuuBf-fkM3~O?o8ic_iM*h+(Vzuw{0i;|WW- z;fEv49^Q_5o6yYp>*WR542we=583SV?&+&Aeh$p;7ijzMK-Uc6ob4%lgKGD>Dl{{; ze0`~i=1CON|Clg?nvZoOA2+rcq5B(DTOriZ=(ArM-21w(EvZbv@#9E7T8#Y|8@y4|?aqH}`_Je|HlQWRS*eYXk{BY(l5 z01U9XNJ4qk-J+xFI?Iy^50Uu(q}9!jw{1SUx+{dBL5DO7jUq1*&9%c#sZx6USP0yy zI(qhc+9wX_?#iiJdE5BFf%{-9#Z1q_riC=^5Cv-?G&NhMq#46%gIF_6lSVCAD6?Sw zN5=+fJ4BujZe3Mf8%8(+#cKIu*Zp^7o3=@I5+@g*=EesNu>1W}eR;a77cRdsaq|GT zj)x<<%F#*}4m#c#eR;fj_^12bVoyjFcjC{qq2EchAFm$=uM1S&s@IMf!H^NE|3=>U zn!)peIuwu2n-AOZ(*r%Ra!O`<&%*zwvvUuN`o7XQNp_oVlvrb^ph-*~u__=pj%4;kLL` zHppz=n=8RKg%khTsR%D>?WTkLkJg_O~n{fQqEe zA^y4c&KvzPcpbS?;HO|0Zb=izkqUCF$7pw<9_gE*f5wQbLN(@+I5whees7}WsBLBY z@5plS=VR`5NF}fQpUZoOM?RKf``>7zQYWn3{~zr5KXJ)F{y?c7G}5n9DwDN`_HV!e z{Zn)<)ZgK{o1Eqj3Ma$KX|*h0=;kbXF^<~Ferzh-e$+d3>3jDNpny6(KO?@Nb^s;_ zM6uk!l7`Ij;%4qJf292blAp9EU3UeHn|D8l%xW$)aTq0KwF6!g{YS$XBtkaQEp~+e zXe<3`GX@Tn>7%ht%BlR+eLMC}5>~AjvO0tvituA?hr#^XZ6RqRjv>7M#1wAU=Hr{P zmoZ#Yx5KHem3|5z*uggNNqy9nmEn*1*I?aR-})a7r{qjhg)M@ z@D{mwa#>^ZH9(>ZM5ukO2xv<^|0NyY2w!y_22R3i#U!dEV$6ruSkh>7yR^yRqL(P| zS{*zi`4Z4o3W({gThIA?o=}=eNGN-vC$1g)J}VDIdUGwq>0Z?W#{aI|!Z z8;Tf5_OzP*V5z4y&%%6n+|SHr-i>fg82QT~^*MBFJX^ruDr^(#%O>EKH-zWwzM{b* zX|u`p3j!b3nhk6a7p8A!>7Q_O-fDU)kN!H}DFcQ_56MfqLqKfpp|!T$Zw9?Q z^$?tjHeY=@Fu_>=n23<8wOzERJ}{0A6~4ZWID+hLjc(L{8_C`(+BiY`JJXb-7jhxMu2V0;(K30Pych1BC3u!4 zvJ=5W7{ebJ4dKG@4x#O<<-|YhRIHNk=fduA+4;P_x{)B^rpjFrj$pKOeG#5l6Ff06 zQ$mwZ>NgN4!kVw-3YY1@gDqKJ^cDL&9?U#Yy{{`XUF1oNu*D=WrZotISt8Xb%>Kg4 z=a&*iAOUUSl|nrFSn36YW7!ZxMP73!G^%BQ$t`!4lQF3E{DQ&@?+x}QO>R{0t@a#t z9}iL$Fpvkp^Z4_PyER5vu58xw_^+96|0TX?JFrlE&fGlLvR8mhT(3@r(YZVsruWtt zM~B0t06lL=8!|SxPx#MC82nV81S$_fmn6B^hsU=MLe>v(J#kZ0{TU;_$d5Z2y6V@k ztF3ec3=qHFyYmtuc-tVRV_0i) zcc4Jc#gI1z^-CEs^_nA#d>aNomN4=3(vH?8B2YhQJ$K2Hx{LQBd~~W^?#nAHGJ3Zh z3B5=OmVAk^L{{n)iFh{*!LeQQ-c-x1_~g*;K4|V%NTYHY6J4-PFT$%u%lN^l=3QF; zLa?5JCmy=WStiML>YhA#l1fVHfR1s; zDom53Nt5}nUAJ`H{6^;Zwyj$&SFBip82saYqzCKl9PI5~MJVy6Its0-f73%0Zf@3A z1m7Iz-PasbXs>b!bQSZOj1=T06uI9T?1#^vrKjr`+Y{XwnAI2*_YMU*IQ;^R>m1R< zfDme_l`LM`H13fosTrZ=`Yuno>!RJQ0oX)c*qbw$7SBP$>u4vL^K^kU>a9i)JD3wZ zu7qMFwL)g&qs~r+njDaQ`gC?ucOnG|;y2Ae&J`(_6~zyF>ePGDy_s7&z9C8#r_h5z zynCeqH#Q^Vj=j~8jXaCkXSF5{V9Z}~zgSx!LPiux7cSd5JFiKa9BrScK$fV;^{OI9 ztwS{4VOLEOxr1VIQ~xNAUIKg7BKYitHOkS^9+U?0wn+!8spu3-B5s{R;qNJxtZB{ukVMZ{{3N6EBbF30&VR8<0*Z8 z*~mJHDZ=fR4qucPNJvv)M;T9Zxb{S3nT9*4GhI?1*?8h*?d!{Anjpwr3i(%J|8^#z z$Gh0^>YYq&ly_0azm8JXs_p;N*onV#Fhz+V9h&U6T@kEEde@`b{#~91C8GdoIjg{ z#D^~wfs2HbaSkxbyA4cvRP_unE=5s`y=%C!jHW;hc%qKoi1b?(5Cb#TmNzLmUZiSK z^-G8=>OW>=IFz&obw2J*7;eo%)tmodnEl}M&WjRj6f^U#1l^i@)ZH^|zs-7>s}#a+~-qJt}_oy3xC`#8P$adu9&-C<0BqFO5q z4$HqfGTC-yaw2_?ofn5uxq5pA`0#Va-UpL;Hgg28c_(&jx0UH z>kGfGp7;8mzy3k#?Y+%%49w&YXQ2LceEbM*0~u9(FJ@R7{hefqS!gx znJuqSWAdDEuMtFDeurL7COr$o%<_@nqbxjRlTV6IJvT+WrBRPB{Jg+@xB6&_Xut&0 ziBhB3@-tMw8hEU8!v(6{A6l{|h_ zWy>urEV@$N+C;V<-BZ-~m|fW@C#@YHr2G83^KN?RiKh7W7|ys%eA?z$+Uz5tFI=FS zSb@!T-uj6wuW`0A)1`!JtcrKo&VXg*n%tpLQD;w%RC>vgl_VlMRp&34p@fxG55F=K z%P89)s;9>bXe!7n4ozIjev|S-I!akr-hYeeKTp9gg``Cbv9BmB4a`7Awb76u)xVm? zuu7XUox|{%{ZqcplGf0T@4mZDcLw?NG!1PzQQ=Zi4C2gCrtkd$f7sQ%y5XSAZA4=s zHSaF%*C$&Rzf@V6fKDneIp;(=qIZiK)`9UxEsa7G=eHNADkaS6tv*@o?EI%h`@GO@ zM7x@LgXG9bQ~soEBbObwPb*dXnF(eDsCyUpjkS5_r<}sY7=2LAh%WR)4ZBcPtlN*M z&Lnx>P<@fnI1syohCbgO^M!lVmqJ@?pB!&Tpd4N?z)&0slNgFO(qy#F`?&F7$DAql zC(UP@nH_s(M$l7z#Z{gSVrU+V=93j+eOq8QQ6H#aQdNZGGM@*!532Tfl0s2rlh+j3 zJuPYEqr~Bo_AZc!AGL*%_#1{vkQgrH{;H+mUWAD&2v*br3!$V8%%M?7Kt8QazP9t!{3YFdJbrhTI-J->!uw)z7WI+${9`$-9wH%fIZG--giLc zVjN^SVDV&zn|L*_(^O6?8s%c8;Q(z^2=?_%TSHU45Q(^G^MHCbPe)1{Y4P?W6Novb zK~mhWpDp6-UA)gE)18dLrttjwFprExlg7G!;~202v=>ynxZ2|^NY(%*Tg~yTm`Zly z(SW;JgY-fT<5UUs-89T37ggS~Z$A%J;-T*Csn7g;uR3ppYOBU^>a_(67B~``H?ML= zn3mIB_1i)#a@k^QtH{#+l@$X>zi2d)x-40}D`~~10?w@HuIOKmX$fIQV~KxgAc!kh zAJ>&H@#;nyIX&D1`Jx`i>}DqTSY5q(b>(k;x{72imdA4suu`tu(SA6|@j zY%2pMZyxiEyAoo#vZBo43MbVxY{6#9+dvXB&@KYiqyOlSP>+AR%DGK+y#@mRj#bW} zzx6#=@VQ!I?PrRAJ|ki1xHz`rBYcAe|GOG`Kyt;-gs#BOA{kWn+I8GV1Ja^_xS$?t z_3RH2qI^4QcW`ypPWPw2eO8pBE-ro`-fz0=1A?^(7p3`mbh+s~psus$FYfc)+*HzA zM^1bhWA4almGh=~4t_H6C~4yD_JrY+bTmpmUy{PC?8y|f#M1yhHgCxw$fS$J-1f?m zwGgw7!T_e#);IL-raivrzcXb(+)uPy$`JGvhqo@jdoclxiNmTTc( vUtG(OC~y9`Q;UDx9gwg5-{&5a)1LqFmg(PKO{|drSG?u(?|Hx8{NaBAa|~E{ literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/dg_results.csv b/summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/dg_results.csv new file mode 100644 index 0000000..e9124a1 --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/dlk/dg_results.csv @@ -0,0 +1,6 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +9,35.026483491975654,0.08593518280354508,8.037300899162101,0.07478079102561291,-6.972359,-33.96154,0.1139167342838404,-8.73 +17charg,52.98690536047751,0.08068433816806259,23.511266326311166,0.07788800264088488,-7.150694,-36.62633,0.11214501050427866,-10.44 +4charg,55.71822585363572,0.07995489354658021,30.523484306598295,0.07397497080389523,-6.89343,-32.08817,0.10892695399891675,-9.33 +18,28.242948966055273,0.07678819292738583,4.97515736501246,0.0711212548048987,-6.8783946,-30.146185,0.10466450906623864,-9.98 +8,58.96867681546791,0.0778353080903196,29.81757616258509,0.07657409130421887,-6.9475603,-36.098663,0.10918757550464163,-10.51 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/README.md b/summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/README.md new file mode 100644 index 0000000..90713b6 --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/README.md @@ -0,0 +1,33 @@ +# Egfr + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 41.00 +- RMSE: 41.42 +- R²: 0.27 +- Kendall 𝜏: -0.20 +- Spearman ρ: -0.50 + +## System Details +- Ligands: 5 +- Host Atoms: 4370 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 2.95 Hours +- Average Time Per Molecule: 0.59 Hours +- Total Nanoseconds Simulated: 1034.00 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/dg_plot.png b/summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..7d7d5bb3afc83b94589298c548380ffd06e94528 GIT binary patch literal 52479 zcmcG$cUaH=`#$_?C!sBr25D+pp=c7JNu^R+QlzD&NjoC6NGYPCC|c6c5ET`vkoFQS zq0;)Dk5}*S_xHzrAIJUI-SKg}eexR5$GWcbI?wZZgzFsHzk+2g3xz^iaX?dDk3ylV zrch`fFf-ye)*^~h_|Gmk4I?-GbGB|CCtYkPhflgWojK=r=Cq}tyN!$M>2r=-q~&C# zcS;G`xw$#H?vjx?`@gS{KId{uX4Afp#`u(FPMXH96v}E2@`vVB@&|lZy~6=@6$8)2 zpWi%;^jmuw$9J%~K6@J~KMr)bj_usBEPlseyDPnFiVm|d^(WOu zGp%r)vO4w0z?3&4JdFILw_A#B`tJpiDe=_bh1G5jv0QqWM8W^>FQh1|s?wU8nduh0 zpS82IQx;^y{{+RwGYW6-!^7U+YG3`0A}su`qOy{1asB5EfQFetd0!OyvVIRkfU$lT>-(4IAhl z9m~3ym9<&o*kfioIy$$ZMjED-d=v`#3vD1}{rdGiR;H$=8}k_$86!m7{&`sbuwjlZQtE$Y-|ijOS5S@A;r$l9(~bidMmr`nrpXiMIsoI-5V!m#-yVTmPb^%YH%HDtQKv+bC z;h}c&v47h*@a*Dr7pQZsum90>YSkKfdWV+BG?c2>uPrAB-cbT(CI_uvUtZJW5)u+( z^vrfeN16XB0Re&F=UE41Bor?EeXK6yQsVuG%f%7vmYVun=a9MqZFNn};EToi*{Pnz z#i>sJ=sR~-oIQK?P=dUMt=EnnJA#9I!Z}4o;ZfhPBB z+mF5RB1hmLEp@R~1=+X`C}n15YUr)P8+COpa8@MxFJHb)p~#$g`6ds`Y^u98l+3ij zN$S7d+J2UWQs_RiR!?8wCN?}O>e!q4Dze*bR;bCb>x%END91KU$NC+8dFW#SkF=># zRTjn}EWuA5$j;@^cdn^jlx4(5N;S$rTiudoaZuXxf+ROX};-t+get-Wc=g=Z$kZG_COU}j;9KYK` z8v7tDa!j`Y|Hh6fL_WEx~#Y)IbQi+%gFpg?AH6DE#5 zhM79$d`5Zp+Fo^-ja_93mcN;+jCgmfDtcIF*i4#Gcq(>T^{#TO5UkU`RBLd)%Ny@ zM=s)ZnnC1rv%aaXuj=$)yt3ug`>ywQc6(yY_xQ~*tEs7NJ=eka{{4Gi1t&pzS{3IV zF=Q3h$tsecRF}vpJQexTEvm+@r2h2tU=gW5F($0lOTRO4l>6To9(7#(=+NQA)vqow zv9Dbl(b%Yi*K{FjIeBcqQB%98b5`r{VU2zJ_NBa6!Q=EBy1Q@BefBIm zCWawUnZg~D$i&1FtZHpzBeZ+>I*N5HH?3z}Z1B}Js@6V-_8&VIn|tesxRa0!D3pYR1YSi?*_Hgef)HB< zKYvVIt-EUCTd~LT^Xtie^T*kUzIij~{{4;Vj~=P*-!EE|yJpQA&4UM3?d>IkR8#76 z*BGlxE%ys;EYxmf8n>*Y=RIoB!@$PQo#S#r+j-nDS* zmJYVPTbrvd=N~QivlNzas2x$NW?)~pZaGDE%a$8O=FjK9e|)IXLUx}-=gl=?8hDfJ z^XR11TZo9MvRs2|I9wEE6BCnxg$VAl`dt&_gFC7I$}YRKu{;4XbxLnHJQRs@8CD?= zOM7!&7>(dIwXoh*`m$+P0zYI2hNa)fCm?^OzWK3r$BzA;o(f5O{iR*Y?23bfHFUR= zFRf*_VY2M1llsVMGAx;fd@Qo!RPuYKb?eqq%CD^3VU0;V*IwwnG>NrWQ(3CEd^r~Q zLSissQ|hn46a@jKZ3c>h`%m5vA3uuxMaI}5CdT~l-#@#r`Dg!Iucy~J!h%(W=xG^k zg(Y_LMogyI)Wzc8H=ii;yOOZwR7AlkTU*PDpk;5~ya{;pNV56Ur^uWb91(+-n>UrE zj)z}D2&v@=)Dh$2@z@ZdwYV@p@vC2pQjYLB{`2z|gC{42gwO+|P zX#3eOUD)Y%&FSpJtxv8ZW2*1pUx~mx*pM6=60$Gli^wfI$%o;En1l2=u>*ldf@~I5 zVeFJrDWL=E20S;vgy(Y!DJt@5C+~@A<5|5rw6IWtk}F!DX;L5!2qcHJFg-il+nAyz zyJJV_?c3`H>J#*blu3Zvm^!4)N@?ggCD`-HzaX$*l+Ez55xazhgjkKQ1VU!akEEXK z5lSR(-M_3X|)@tihr+N`o7)rMbr(VBrx)cLr)N5I* zD2;9EoLc->bkww!%md>mAF$~fS5X6_!9}s&^_CR9?t)mAVAHR!@G$)hr;@2#S?K1r zjFt~w9z9M{s~EBGwMni)f~DBJm*?l1IxuQcPhL)vBOA|3D>}m25GD{y3ao{v-mFc@1VYO?Ktg+cFb=J~3}Kyl;Lg?5=Mfgs zKPJe-&d_^Ch&L=e>{ocNIR+kfQ*+G}Tc`gG={&Qe8s!+L0c9zZ98A5e{8Dk6e?ei2 zQK(^0?YET}Y--|CauE;ArJeXxsQre6w(e5r+n;g^Jam8)qf1l4btoaw=)Tvs!_9K( z*Bo|Jzm6a&th2HPdss}#PY%2~Ms(?mSSrZ3{v$~jIh#U0=lg#PsmWTUuAa7fY2t;% zcCpcwcedUjpBKTr^h+A?4QzDEdnNe|TIPPqT?vd2(=2L^D5k-8si#Hf(#lcdkLuM_ zyx*t5mvAxXox~P4PImGCR&tN{7Pd(8&sDMiiegU+0!t~bq;8X1CWNeh&gh_3-#^dT zGvSeaR|7|UpUhH5>;RL6MX8UuqnmlClkP{|2L{=gkEB;NaX5_()R9V1hdpGHXh)6E42(UgB3vxdv9ZV6 z-w6uSQtTWY)UH*ING-j6K#py7$@AyWO_NUnxZk{f{d#Yw?$S8q4>uv}?Xk7put!9H zE%_yy$#33h1~;pzr_qgxBdn#$r-;RxWoA8zs=bw2 zlz%C(u*=8SSI%|dkk8aN4-LKKD_2(h`}0FI?^|QzQ_W$~)ay&%dr&D`&Gg@=$Htu6 zNs6ytdQCn(*I6o@@v)_a2UVkn-fH$3Q-W@Bln}~3H|E-C{T^zfTb!F*<=FAkxc!|_ zs>{+oI=Gp!C)cLCBA61ecVYUT=5S2pn_8uMO9U`@xkHSe0A9;O4gz_aJf_9(q9{|=#|_2_t~k29+aCs zHOG%1H+pUtU7xFN;7$!gx*7L|l%=>>a(=nc(m5}CYVnGeZ3Lq>No(ty zotrpy#jBV0cdEEU?CB>C2gX^nRP%Mj3=!TVj{$SYIrpfym-?<-T$p{*yin1u@AIQ& zGt#%#nY!9qQuwIQK!|eQ2=RMtf`g(*k5f*{PeCkfP2A7@0z25&Yu8%#Lh8T4$ER|!iL z_08|DS_*i&Bt)l+E$z#2f;rSRu24_+L3$i@VTqMXQQ#*Re;7@dP9GEbWi2N)tZ++G zk^HH&$W0H{Qpg91oie3Xml0P;3Nz5*wurhUv~s_nvcIGmdE@o)r7$c-!mLC(i)^8a z2%}|fTzot)wyUS7r`TLO|1LLBI%yRRCe4b9ih^v+Y@D3>?T3XVwl3`jm)dv(hfn?V z?H6t&Jwe=GUDnrUU4Liy>J@9Z2E@klVC{9E*&hBq{AqbzoJW3^35Nr?~}bJxg- z*^swJinO5M-NwOxx5RXc3k$`5znuB>(#sX!udbodf84S5rZ^ijeOr<1DfYa_L(IXd zXTCgNMhYZ+HduqpfTx06w;I@bX=!QUO$mEXoH)T@^DH;F>-+a*_}$QtANLTC!meD2 z*)>>mRe(Iqp*y?slv~FqdiT%G3?@4{IVs0T9MwrtWr&ZDzk8}7Y5dP04O`m>g^!1( zdcWrDbtw4ULY9lTiGreZ?G*bcKdWx1=7t99Xi@GxKmCz0Iy%~}@h;82D{C2ieSH-# z{ACRc3{-ILp(nplQ>zp{YxrmQlk?(&Z(8$@A3q{5UuF$Xo-*06KdS1_kJfJd2Aooz z)QyCMZ~$#Jl>c;$tUBJeBfbPJ>?-l9HUZhCHJ%fkGW`E!TXl@E{HQLTyM zPm5~$__4C@?Txhj9p^esdnRgQB)dmPSBi>?8XZ4wIs13S$;G7t<;UI3ObO|!vc>sT z$$S0ZPi%X0*xGud_tfZ>^mH-u%JKjjS$X-2uLb9v7v{V!^X=paT_x}uRsW=~d-aU9t{bIi~%G$tlS@BLXv z$LyPvehx#8DTJ?cA8i*O}E89!z6>uTzbbZ{I$RMPgsGX4$rFZxsxRTx^O$-ktmQg4?Xvy&CVQp&$yAV9L(J6Vj4pLPuG@ z$0rQ1wH)OjIKvrxe@jc@7an6#p!Y1BQZ-QQhp4wP27p_#MDa7TOXltCrJ%Gi!k)jU z^Z56{FDnt!)V5y!6KC!hUDWyN6%DcmNbc3EFR$IkLXov^7Mpn50xBS^ZmgqZ-Tc2l zmx6;Cwr<^Oapufrl}n7>9VHhy21goGE)@=DTh&DMxQ2%)4!UVOYicr+3Ag{02@Zqq z=%ZsAV6>d(rkyF~Ax{vmI4NDdy&L4_{{DDj^G$zl^xJN%IURP+r3Vi-UA}UqDaUI6 z&#wjAQK$57rKAXv&l(!CGkxK9z;+G75yjj)hGr(YEV0i$IS0wJ-XbYBmQh<_ zywUp~51~)PG`~kku(^It`%qn8PN9qsHEjUJ)^|MLyvz@@NCnbNW5GG|wl8031JuhC zu{-MP>$`@Am^W@X=Fn39`ZXgK>BbMQu*k?uB_&Epie9u# zOiUz^jCGdP;G=NHj^5Q_@L5(Ix|09mlP5AiM@B^ciin7GW0KO1pFQwQe%X+mdOs~K z1q;f&Vuc0{7PjB2mwxkW36^=Eq!fAW+BMp#wle&NVsY}MP@eX0Zze{@REO4Vj@doF z|ANkb&F==9klngf9q*p_=FxfJ&OOxpNRkhxoz>OpDR&VsC;`A08$f~=oa>aSNrlFZrwM6(J{SBY8Gg{2lp90%uH`{O`L|b=SfB*bU6#Vgc z!`?-UZ!gY+_2U{t7!d%A(f#wM)aa|2sTqAP4-XFzT9#mw$ce80Dyp4y8O#Du&FYd_vmW>y|@4BeL{g);Ry89K!X4|Nb-3~%0%bcHPX`3;C-_TPx)dd z?b@CS9nU`#e)A?5VmmkZ)%~E~e|`IlOa_jTWnf@H?+KGQQ>Zqo!{`sPZ2FG>rpB%Y zFJCPzDY;zo*yDhE_cr|g{ksu>N$U7>W{|dTT4$^o!p2HxSAr|9!YjEx*cwlDM9>RW%$HH;d*tw(%RKB zC#o=$6ASYf$kKq`3c7lA6$opQ+V_YIAVaIMTnHMMu&TY-syauH27_A$>oZX!;NSJD zzs~N%{bkL~%{m2+W)n|G+pB77=qQ;8J$D@*&RJ3G7jXtUxwlsD6L<3N^;4Xin{$Hj zVp`HR{DqY~YvUXcV>}Hd$?(RSgmUjAAaOFjYWtLgD>-aS4F0WxYQ%uG$$*w`otw2#5MG`PO>o#nw&sr&dS^6~RGJ=7Kel2_Ky zU_e5REnIvi2;C+Uw{6>|uyf~0(7>QhB^$joN@8k`?Ia&mkm-flu^gWnm!RO_6fkl{vB|P0X}y0B1tLaS;M+70 z9jeMd`&9>%OK`^itLuZ~;#Tv>oJj2537AXqnXwFrU|b4AH{}5>jgB1)-Or@vN&iyA zigN{Hk9>Va1uZB`HKb;j#GNxH_@}ad4KX^ zaD&QXTI_yU(PXMJbQP+TjSCfO`udzmwQAPZ*4cwO&z}cnWQaqkU`J8rn(v|~)uB(w zCzgAUm8C4t-VaPO194MF(=^-t1JbqG=g*(@`tRMlN28o6I)(#M=-eA(Fw_1%CJvfl zis6$JZ6z0WkO6}|o$$RoqjU~I0C?JIw0$RYaD`8S#(F#nd1mBL=ZPMTs;a8H{)-D7 z4ubHvw=Z8c^t;DIk>Hcl!XGB^seXP2_BnH?E7_T$k70s@9&-MWxv^g>E{pa`t}kJJhDGc9^xw zrV15wmDXn;EiOjvQpt`@$14uBT&_<|bGmrxQuS9HYTJgS%_ouu9g6N~#Y!4xYcgD` zuRpYL<3?<7jk!G^TU#4iy`UyX00dz(t!sOF@>27{Il2c>hD*nk0O#`pJ_gX#hVF1WX6wq_E{KC2sZqDE5FGth915^r{tnTy^!$$&XyWB4 ztiy41d3kxuaWFRQyIc-zlLJohW)>Dz zM2Z}Uz2UjYur(l)APF!T85t>KKkRU9SH=Vrhk}4WGT)C9=U&E_FJC(S>N^m=?5*G2 z#C}qDqHZehdUeUUr)nAMLC9&_8}dp`gv(jxeNl<#-X(=e}8!K%_Yz37-H>chw64HR=v(nXD z6%|b_X(ge)f?#3-*1(RZ0})bH_XAJfH8(Q}RhVHVp8^FC9WYyH<3{xXr37TCiwLV2 zP8hQBt9S2Kfb=*Qb(SAV*!%C#@M4d#9)!8qn8%cqlt3guli?&Ie1zN2HtGVx-XO~U z(4yf?`*ctSu=i+5Y1E zazqwYzy>PT!~s|E92c~2dAtns0-@Y6+f{dzz9MyfmA02X>hS=XvT4E(t%);}@b8;X zyngGJgx?i?J-ul~$?^>ShlHylNC$aJVswD32vC6(6K&w$oOc8tT;{d7GKWf`umlCh zr`s_wG2yUhn=OwxY0y|OtjZ5MZHI#~Vf^>;Uf}f?iPrqM-kb`&bTmii2_Rvpf zrLy>`K7^}I&0XR<`(6`*hw7n#CZN$2sIcWWXyveoCHB7m03n<{C{K-5?I&y z+PQuQLVXt8WDlcJ)(|Xj8;GHyEE9M}C60`UF(xd`1tbtUZ)93q@9R-|+Vl)rwz&PM4SH5JZ$AF~ zO-?%roc&n5w5Ty0#;6)^PtQJ2Q^&m^cV|kI9zT{Mbp_ygmPtYEm*m*k5Y*ll<6W;% zG;IRe4Do-`Y!$^Cq9nMxbi*g>w{F{Z5*C5eA0G&bh-lc(fDI#6E)Ne63J3K&yUvdj zjsggeA#>3L=>j%`8n7T6^OJXbtlT>{PKN*!ilnLnmV_K4$b}r7oN4bjc$ZkuzwtgY z>4JjV4UVXznFfKNiH2LUmLoX&OpmLWZUWv1ZdZe@tdnO?yhx87~8#kq6Iy*Y4}5Y6+* zon65}LGZ3_W0(N(>Sf0n+IQa zSB6@3mipSYJYGZUWvBv=kLR(Fc+AYKjF3=evqfIM5v49Y0|P03d3U*qfnjHXX$fZw zB`6((V`x}bR#v?X2dRQdC5n$uM_hsL}jrXLtd6C!jvEdjBfP5`S#v$||{-gDCH|UTP zr9R=9r&kRP+9`jwpJ{ultW=Q;LWga1bQHpdZWK*zVvbV|O38Md?4cXv=XJx=~$WYy|7rmqkWu1(wFMeJ=KpiIp*r0p5-_?)%Gcr`zCreo~~7(hi93Zq|H%-5X536(}L2rxrATLn6}2ol{4R z^&CUBO^l6SfdPbO^a`#BXi|HKt^jrz&aP=N`Oae|w$aV@p3Yu$Y*b2!vz!xA;TB&#O>e7EO9FGF;gWgx`^Y#g_ z^8k9DK7Bgu>QzI{uQ>^y+*gKhV!ed%Yt{^ zIxA$|o)JVCWXTQS8FJi5jt8$A5kgjCA*$@r)+)F6@`vRWcJC&@L&1OHrKgFDi+mK{ z&Wo^x)$-FvK+syp26PE@uNAb+W*H01MU*pOaKv-W04qR~RpVq`OH5?#s*`PpqqFkM zm$leTH^j_Kyw8Io77`QF{C;+!1u2~3v!+5?3%D>=%J?FHR5!*zScKVjlo+0K({lg* zju5(iZn9yo(MwM`6o;4F+Kh@CZp6ojp%w%2yav^1+-zYYsU_evBiTRO-+a}2#W2hl z0VZS(|A9(wRIs(c~0~M zSGhM`;|CL;aqb2xXN3E!5DR-hq-h1O9ffbrpqV!;qY&$`oa8DnJD>|_e2S)iA$T~s zyYI8JORxCx(sl4iROLgE4EIM*$MmDFi-(T;;K&^o_@;vMwPS(e0Y->4rB`x?0?*W0 zin-&A18CdSd-s5^s=wOAlmUSeZ=Qw4-RJJfIQ_tsnvnKDIuchMMrS!UJt1G`Kl`Hj zk>M&*AgtZtn0U$zq8Zb8+J2O?uRVVcMSCX0a!fcNJcbs39MV1PN5o@CJhmt~qOV<} zoI5wB>MwpHG4V3qbP`Zt=+mP((-HsiE*gT;!v&A09pol7wr%5l3r3pq=+Sa;z8Sve zW!mIR$8dxzb)+uY@zxYPd-d(57bnHVXT#RBU${UG)L>^2xRu^)A^70>U0_yTd241L zA0H^OwEX=1)BpaZf`YgE@;pONmH6|Vr$)^ZW_P&_2^xy6hvygTz~z3<<%Bv-2F{@T zRAfGxo6i0i{s@d!#;+ZQA+QZ5!yc`Wuy?!v47hZO4&3|1@9+AaUS5Qu8EVN|hrlDc zZD(@AkpZ-p@fSxbc|hyNP0?(od=H`3CYRH zsrL=`O1`Pl?>_BzBsDdaDj;0D<)pl|UHD+6 zl(595g-mVN@p9+-y?#=<*+3G61%sxVl93Tk_)`Cc8BuJ`2*Cc6NI_mLA}?gjpmu;) zSG}?6@Lk}0l&j&QYiDsH)1tO)-5R7LrVbtsBS8*|VBfH>3%rF`a~=~ty#+qOsMLqh zPJNDLNE$f4tZ);fl(xWrC6fE~8#n5H&zDpOrc6u166xgZtm5sxD+Fx^sD2OpT%FbM z=g*a4bI$pDbAMi(BGo_)5#-MlMOP^wVrT)RApVANL~*eG0IVUa1d^=0nq(W!i9(gM zOMWbr5{z9PAg=!aLDN{Vy;v;F`=`r`0{!P^TN4cZ>Lg8w%`D4g2jWLJ^0d6+g=iai zv?&2#NBWG9xot+Ai(5PM85;|LGb~iBE)`NfJlZEAM-eVO$F4~jWZc_N@6XxT+V((( z0oOve@9O%^t#YY_+M_`%rBlzrC&JyR0Yv{E2zt zJm-*|oegs*2dbxFWM;1XaIf0ag-4EXt_08!k04~-?`I!0+9I`Khpoo=M3vh-W@eCz}AqQ3evr^+v7DzD5viqL{M6&W?PlULav8MNfhDf>dP>+fG>eH z=hvAsyRYC0CLb4*L+AZRqT{94hV$kV1!FhnN)e6q)=abiY|OopIU*n)nV~ zF+UV?05(Yu#!ZjQksQirr^akTm~~f~Bb{-7c@I!P6k7SIvk)g?Odk69a21XP_i-6Y z+t;tXfXPHP0(VmVb+6xC7?SB$$9AK+;K2O+?I<-ukmh=^dpOMH0WO8)<@MTUjc$T& z1K1OpqCbYjL`MOi&}W>##426;9QYT|1^DvVsM8d&aQ>3H^n3G)6<7E=MInl)9XrN@ zJiAGbBM;b=>UsGang4dOG#7Xni|7pEac;bF6~`<|00h#YHst8<_cf2%mWIfJlM*!* z&^Oh=hDbn|6>o2E=rj!zaq7PZE-cIy)z7Dn{F=)}zXUfE<|sPzg*|VlYI0yaOI3S2 zAJpjzqy4tKTES0|>r}+J4(8cl#R2H_`jyBH|pQ!NmnstOMHjew>!%CTes6LCM}jmJ_y3<~5T)A_jm%P!u@ z1{rz`IFdwe*tn?+$Y}#A&PaUk0Yw2cIvC|zha1eIgkoE>Mm(>*8H9F9YU)KWWd{`Z zLU8b$9v4cyb4R4Y&#%+a=0L`X__3P+#67L%{=wK9&|_Tg9PEUGi7GOBrf$XDl$K0` z!335^gE;F(3TM{S4gW~ZeK6ret3dBY9lZDyhB5y6 z+|Z>E0|=YaZ+;5e3p0qjJj>BT_X|oFXrWKL*9j*JQ7tWxB>>E zIUbL&gGhjI{R*Po#$DwE_5}n`U<6qU5{jo`4?ln<>T#lH_2k0N5A=Kq(Ug!x=(mA! zxfd#?rZ%+&<8fA2%wIlVv=Xc^$v>llGuDKBKp-FT@A%}Tnw#5Jgrd( zp@8xGm6ZcLFW}fuK#wGNm}qPSXTsJzai$%u5FCF7rhJda-u$8C10r%_$3~L$YQnQap=JMq817u|V|mS5b>9w}4GHQf zaDx38=U4Cc7*)5m-2}B<*0Eio{?<0h8eJbOX)`3nw4feHWtv$AJunh1EIz3`=Ln#> z4D)@avy`9YW=yG^O)VFmAr;_>!{*bcPu*ibxxfLJZ1&0Tgg_zn1Piv5MoLm3FA>tj}7((MQ+P(&M8bSs; zImrSYL7fRAWga~393`KHkq*_czg$gY9y|qu$i~OV3T2sC_5gcSkxiaLuLjAjJ31+4 zoJ$X`umWzaU}*fRpmB)f23TMnH!0?}G3$UdSFTrN_VAceUA2w<@bj3D0&pUx&WXX{{m<{=rKZD@RP#u# zN=Jh@T%SEt+VF0hSL)q|Whoun;E^OnaYK}Rf}d`i#VUD@Q;r=w)>iECq}gfo*PH)( z0f)0>mcbH+?v0$%(mlv?I`Axk?|&opG23kS-0zRt9AE#xT={WBD$>kEz0~8%Ry!2& zTE{dW<@+*(a0S1)!uHCxvJ>0W0h0?|2cvRt8492In!f^-$$sp2gQNXr=kGuM-ugrU zC7ZCH=`A(qBK|#_Z~dAh?Gs?zqxwr%R3iy#fWt+N$%Nh}GW}q_$)YCibYlI5YUPuz^PBEw3ZIFW+Ppb3Yjf~X#|sf! z@_%9C);%f5b|aVYnFp7Hg^l?lk^mk|b35^^3C~asaxp^0ORPRqNlf7e`>4k5D{;wG zCiD=M+LWLpH0j-#1fG36nr443;`Iia2yv*hdy=8Ib9>xKXXe}EW7Kor!`WGUbkhOS z3x{SnfB=nu$G=-f`EoN_>J`F95WcDw$6)Q+wdqG6@%SywoPx*e(13GlE-~?-pQv6Q z`FnL7+?UtB_;;1lfS0O(>jj>T0LX~MoB+O)>I<^jym@olmzh7>Dsd?Z@-`9EeAu_w zzm!?ktR!puG$$tzA|QY$Y*ot*;xv)QQCiRhDhJ>gX^r?JT`a)Gm4fXF(@S7T2%~*# z_7%`A-GG_FnX?WcfVPRos?DCZ>_u(wT6~zkj2ZUcwsDR&_i7Cz4+dIysqW=#; zFBFwOj+PijX9_m@;K*$- ztR#DYj(r77!8ZG5WgJ#iG*LiDM1M#(FDtE*1D#z39Y*@uJcDt>03w%Bu{&v#4FhkT zU;`3s9EBkXVVGSIF%2F{oyUt@L`FNyl6x1tCI?OuZWXmSpK>o@0F^ks|Bv=i#;Rqt+XtHkU9aD-!fl3)xPG+igG55Vtypofehz^y#(FKTIAT;SaCDvW}0BE2Cu? zPPZFV!K>v+fJ)UnNcscN1@MKDdt9yZpi2Q+*hjF^a0rQmSRnEe5(UwYq>P>_4}*eQ zM+}yLPI@T{VAmntf?!w;ptSL?#{T^zA3uHiR2ke!^NSbgXf20Yb$|F{Q&aSsJ{Dmm zC4K{~%&BDTD(oEH19Bt6Po|uIHDouI@A(JSY&CqpVcX)_$V=r`GDr^V2Z+R0BH@ zku`$WSycf>93qvIU%~4`MyIlKm(HXeiKwFQRhZbSORmg|`aMMGr4X z;o$ibT%y$028m$AJGI_DCmTkrf0o>kBGSTvHNd-FKYy}Ph>@XQ9(*66=2r^rx!h;{ zcIpvG0&stFZbLd5y@b{WQ}%nT(_8}PCIp_wblnXMrW)^gq>KXa99A&j6~+EQXM3jM zlk97|(7#6Lk*#OibcDNn9l+n}1@caRC|*f{9a2y8g0-%`{tcF@^0*WG92^{Agn&Cf zqJW8kp}RRlpZGTo1bOagugAV+qSV8z2tLyS2K;n`432!qZxXtGq^|z`ofFb!8m+V6 z@Vh!f0fWYdMRh%p-OgBqvr7m(aJg*a4(mVL0G@~dR*2ML;0Cb8dJ8)Jh-C%p^4p7M zn&RcuBvUJfW*>D?pMA&jbuxdpg1i&!`&;Vb?*1C)QnL9c@-Y!V+lx2>hSgCN+>erz zm8DRKlWF2g3>t&!|3^ixuYdez_!|^XbS)5TSa_GHOw*6M>E&?(C@x4*0B|bAHs^7n z2GTSxabQ}he&&o682^AYtvF(ilpkw)e?UivjgZV}st6x}NtHALVv$7_dNjnidLVTW zWJ<^Y0>yDK(5-$rdrE205KWJMGySVs*KTDdync=;?kkWsEeya65XBzYw-QbRuv8&F z-~88eanX0xt(NO_adW#VHkk)HfG}a00IIw%2Ky%j<=Ll3j??w z0wd6qQsM6IzBASV53+Xq8A$g6B+XF*2oVa93;g{^=7pkoUu?xMjJDesjF#{;jilPm(Xe#e80?r{ponAdpKI(4xFr zjIUE$*kU*|)`ab>+sd5=updVE&@MF#yZs&{E3c6Ka23K4O4@By5b2=~Eywr$21|sa z7ANrp1RL=-!=Hv#>V3T;f##4g z?7Yiy!31sREcDl9z}2L<-C|p>bEemt%4fTt1sVtRAVMHVKb8DMgN;1#Ss_TP!Q+P1 z9s)%Pt~xNkbatov6?N~XGZpHIe4Z2wBV6l=)c2Uy%C*6i0g@IfdM zz(o(QP~nm88yGHyS}%yxbiqg&v}A-JeIsOUkwNvIG5BWzR)t-@T!n4iJunbLdJ$k{ zgNR7@Q39UNUk1@cdcOs{DhBXIG$n*16xF^wWoQh_+G)6190#d??Ml~QKq+JifdwnT z$Jo55&$a`e3k5X_HWTGfD9m|xp@b%Q1A8!yvBgR_t*Awa^BIn# zOT?Os717bved~NNy8;k4!83N8@I(M^#B@a3FGRFr1vhL^6aOPYZ8Fqdh9*~=Z+H?x z^w`1u0F|s8LvEmiKSRE@}S7@pB|av;0ACiO39T{U|aaF7==`=Xa`j{do5l`!PBxNjk~k(C-avk95Eh0EZRI zCtl^z1{J?A8(!>b`r|k9bx=@-kh|A@yr>mfL2WIRNFn`7f=XIp9;c0aYFMib^s?Ym zg#r---vi@{wKsn#6~cHyq<(-*A=ksbb8PdYV*lt$0G}}6`}wor)&a{2KFiFsPZ72I zcO2obQGi+VitrJ#$lfBGdE4xD4dm?LeZlrTd`?hL+l{iCeQkq-*5~PuXK;j zOdc3yL3FcY$u5B_LG21ZeI}lcl+UDdzhf_=XIMnUMYs^_UHxYHDCI@2gR;K=+`@fv zB4WgD#G(46nU?=-eEJm?SkRKr+khhs-1TF2^i#{vS)^yxDjyPQ@#ypo6;cba0O>)F zCivV~D`U`D#2W!s^6liM3t&2vL{uO{;<%~f_4_%wCRD) zNEw(qgjC5tFNhTjeAXo}lyGc{cAzP#(+XYt({RMgB1cc$H$YAE8vh2dfLK$*9U`w> z2}ZG5MSl!AwgRB0YjiXU=RGX$@o`8z&~egAji&qK%!&UTn#4&Q!k(llAgM0Izn(Sk zHQ+*$L+=f6@}SqE*AY%jFHcXh5HJSE^1en{KMqNWG-o1w#40Spp?3`;FXm5kZY1i; z6%E{cgj#uXN5@?iYBvOId@2w`J+peC{8?c+QPJM2a+<*QA&Exs$tRS1#J~c5E`{8w zbHd?31$DhDNH_G5eR}z`8|+&R7_g&L=Keph0Pp=`d#qSC=h$GmC2<#0HD?Vur-pdBhn6r#MU!{ z<){L#%mLU%Hv(HELJtpOar5yk!<#+7_wz}dvoL_G4#eUCKVH^l>}gXkj8rr*Ea&?0Ej zcvl72!o(D9cX8B`M?@7D;W9@H*2@#m!iG-hQ4ph|nE|0e3sB5QH^iJTfwhezWg459 z5`b;b^I{Z-m2ltiSdklv$mKz($_U4folMB{w5XZxPyq{wg#hlBm_wjgRn*wTwa+TB z$8_`sSknJ@QupAWkj(V-E-VqzO#w2VI)2-QCMioib^Koc(q;!2&^H+;95g<(w7ka0 z6HJ2GOYS!6NtpyHk6YVw=LWJ+H_#F>@~-4l2mpp6oy6DydYpOZ$2$0-LZdKboSUB~ zSMETOJ#=g9GPE?*yNYLA-zUiBdtOCk-zCNsl)0(>A-E!d$>wn8pYd;}=APVOw;$@~ zJ5vVpV^Q>!>p^?_%xT|*>(?u$_O1B?kVYym!n=ds{v|cm(?g4j;pRi;5AaeEuLhPw zYV-kDF_L}rV`Kfyf)mE1fA%wJYo=bnap$-AI@g9W6`zA0TJ^YyK-Z6+iK&ci>*aNOQ5~Thahb-ekL*(NbbBE*i;!=LD915?tXV3Wm4Kc}HZ} zK_T+2!XkRF?;o!bcpxZg5>I-5^^Ko_CL#NS+};M75jrlkrifzW>WZ&lpXYM#5`ne1s{AUhx{b$WM^+*QCrIb zxJc~9zZ4fBGk_g^Yj_82)(~VixAW(9(GN;)6Mz%Vg@1N##+6tXQP1pyr$!e5kX)4p zy5}{{)&1HFo}QYf$&Zuo-o5LSw@8|AiS-Sf8_W6i*Wba`y~Lc#j6S$_F@xKK4uo^9 zu#HSH7u$`H7e^)TdX%(>8g60JKTTjZX*+_qgA^GQ!u){ps;UTHPFMu&twGN@DC*=w zC&Dn9Jxop(K)j=a0iFa>%2Tw3KR^4G2Tj88hHGTkEdFUVH+tbFj*#2k*GG)<#MX%l zrv|Bnjf;!;$s+0on;%Vo|0pVj+wQ>Rd$lCM*1G!d35jTMd5VgP6beqSOvmeMs#Jbl z+z2;@v}d`Gro;rsA6%|Gb_T^oRSF#ioFyrkK-4ofH8p|Ij&06C%BzM+l2}P#v@yv3 zN38jd{H zjnUM|S0)OXBUoAc?f0^a^H6*6#C3ETEMXF}2^Zt?-#zykjz#pePy&zv4)PN^judmG zefmqmIT;UMVzIBWjfM;jBETa@SS(j7=%>v_7e|621RFh z<4J53aQ%dJ1W!UTA)r(Ity`Ah(I7`(6Z_Aud>0&}?6z&epvM8`$n}BXoK)`=E9Tuf zxO86%1AN;O@rkN(6v9TK%7yF|-Bt?g8>z%W{_F!-nLL_2)bS0~o7RXcAxiYwz?$jk z*IiH^Ag!tB;c5ob(j28Lg;n8&`v{AbmDOc|z3WlG5d)F!`$TbF>FwKjTnFk2t&eQP z404ZjL_aB8P=%m=Eh*_lmup;2zW&=9YRfVUqK1JJHb0=<&7nMo0Aj}4w26^yZS1Y8 zQV^9Ypx!e>r@aw6(@{XP zv*OZ52yo!hQamr;7jyw~wq6awS|J~(HdnW~&%w_c(B z1eyp17kwVEoCS&^k~ZNUP&vVm%{6ub$TsD@8CzP>h`}%FA?3bCJUI%!4=>H0`^dg_ z3bR$K*fd{-Z+K07q%d@oTPh%05&VxPJsPk-!7bv$D|r6!`X7FN7`*Z5q%TSrw095- z4DsG3`~4Gduu|td!~Lo8w6c3c;ZVmQK4>BzcV4)C|G)sEaHykXH}*Q(L>MUO;m@m| zb?H~~@H(?Q#)q0n816oX)pR(Mw%*Q!p=SO4^6$I(ksCg$rxK+}t9%n`D5DhC0jk5>^oeNiR}+!(=?1n52~tI1qOfTI?}- z;)4?#48aS!i}Zvdx;~{$@*ne>#1?#LcbC{hy&h34ndGPDqYS({=5d&xm*_f5&&W8i zVn;r3D~bu?B?a9l_WTG6I%=(T|L+~83&&CqIm*k+69aMLuJbIQvC1Ja_hl|tg>!n& z{@skilm6`45ufKT?NG_zgNCJN&KeXN+6#KBx>;i8=0Lvw1Qj$=uX4&0p5}Kf{kO4~ zb*Gi!gWN8>3YW>zke)K6s)HkA;4b0Ui4xeG-RO;-4xd8^xo8rwyJrMd7wK;#ycK-9 zntYrvgN$l0ma;zLhkcH~=T5)b6_|^dVn45zO{0w|bdUfoEiL=@JV_--4c)*MI3?9z zQ76fr{;)AP(LAB`!OwjC&s3P9?xKg=MGQgWXRC3y#UEt4bPl|Ou`{_o#l|K)^oai> z&^E*X8^ymn#N2O2*Goeoec+(5!Ac$Aw>o=v1(2QdHJHRn zPti#`J7(N&fr~*j`8POxg{;ywI2ek$sQ=5l&0H)r%GrOSxX+>lAnXtc7XZ6NZy|L) zIg7NJ6*>cX;>9Bd+o^m1tqQqK;yp*tAp`1d67jXy&y9&L978C@SA`+*3vJ$fI7RIW zlG7D%xRwiZGvj~%hJcGB4YWAM2fv+?szbV^@k!XW`(b~ab#MxFF@MT~*ynf2-+_`h)l8DvPrpoYq-0Un@eKVF9V*v4Z z$vC2n#v&J?u}&dsJL%2kKzb7P$f1P!M5o5D^QK_JP%}TZtY#6(dpyqKeO3fcVR~HW znPIf!_ODQ-Y7sW-?X;k=g-`z!m-YfAbDADMIYERNT$h?Xz1D!pwg-FsT(z|7OhvWs z^@#q@7jC4ZlVgwJLAKr55qCJk3S98y9%qSpDt|w;j;g5lGm+ljCPOM|vu7Kphxx-u zfh`2A#_&;t!=m;Ypv-!S3@g9=8w?Cqlk2|NV`Qm^mAQ6#l`wqm<+<6fWi!&LEl&T3 zwKtEa@@?D2Z%T<0qBN2yQ$*2d$WR$FExH-#q%miOCVLQ9v+{{ zuW&v7FDWT5ef`jyxs){gG|QqoxTrkDfy;ubxg|rNl{6G$(GVjnV$O-bDnOic6n;qn zD{<=;Ia-MX&QM3Jf|hrIg~qhAM}9Hx2r+fyWA6py{ZD&TZ0uDWz)Ewrh$!YnE-jCg z|NoT6hU=#8*>`mf!RA3R2!D(D<&W$SR3-W{Oi{|@Dt76uLHj3EYa6z0;{rE}q@3{2 zSy@?7fBAy#CKd(gR(**7BMqSh5ynBL3~d*2+A2KVW2)1p2sMkbXQFx`ARGg`FidTZBso|LR9vrtzeh>=ppouf`*Y@I)>_xM5-sOcWB3 zsrm7R>a3u-!UE?J_B^BwLI3>2P87hDFP>*2@E4x#_G@q&#SZL5X!D0oGkx7#`Pr#u zda0Uq5CX74?&AMim1f8^Q~n+5H$#y9gc-*fe+Q&U*#Zj+7pQ=Ajr1p1!p{K)6TP=$ zu+A6Hlhk=S4%(R1rok#iv@M)^y99=mB=&^~9=Oc~y z?d|QzQtRM1gkGlg&fP#d3AKdukqG>5$=H!z@@Tt*>go>weGzjMG4i7?J*()Y0=hS4`7f}5aKh~gU>*FVP+iQ1{`1}8Cm z#3SIJT&5@X_K#0ri)*Xk`%x9vJeGLUM^&#^8;uKBAP+(heSyMb8*6I|v_?V+D1LGo zswmRvNE;Ru5QrxN2FHFD$jb<`9^H?QA7&&p0vk6HV;5Y*e5k-luNm&l{){Q4P^1fm zbe%x$O};$1Ad)i%ITEXM*p2{nA}5eJu8`n9$V1N{$4Vc8&d34^K+=5;GzTd?3#l4V zWqoc*Uj~epd*tDiJn;UZs#~b~$o`;?;*vQ#4g-CP9|70QKoR$fqQ<5sokWej$TyHk zJH}_^4}=F){s_HL**zRvAy8Z;)NZEBA7lj&pOU9Hc@;)38eK zpqA@urIqSS9^bkqS)yyG)FqhgR+`N7MF>%(Z| zc&A|Aca^4@unPs;>>N7LDa4UAgRz$Ospdxn%qv-bpckyvd0;u>QnV%C0$)gQ716Mb zbNu>e=a#m%$7pqgHx8e4XBn1t-_p_AsKbAVLLdAO@gl19!Y&5UbnT|tN!Z2$=M1w} zrzhVoKf;Bc2$=saa6Tr1m+UdH2dGxF3oC$)Z`7k zOO|PsvBji0lV==JN@A+cFM5`#UZ+rc<*9+66-H6#Ja6~3V#T5PGKz*|^q zQYUOs!7uRj^nZpgkpAf|>gqmiG51*IsuHthcCTK&x?WKYo%Malt+2N1unvb_Y00Zb z=$yUHwEoBB9lo5B%1`1!b`rs3QCv)HbwG1tR>c9>6M&Vf^C#zBH)(M8#xbg}Im(9x zOK&(83M+ux`>}u|k>?W~A~L{mp*vu~!Bqx&_;ZssAE4n^o_T?hh-@#0_ceAi5x}MC zrCxQd03M!i)xgzVozqq3w2&g&m9kLc|Di4P>`cw)RftFrue%081E3oIR2`Kt@eU$- z3Z$c?lQ6N)WPUIaVn2YJPw=D=anjuPJm z04ao{B92)k9VfDr@e;IALmmA9mEW=M4MsfJMEihRpac-Oqz!L|=mIS?p3RMtP#mYFQJ_#>;(!4 zCNwnZKE8yul}_dHjCHlvYq8Y|$ z3BJ`e0AMe7jQ4Lsp2pNX?z2pfn!DmoDHNL z=kbi*fdS-HmwIXgm=UzKKamf}doKnBgJpUF*<>UEM}<2 zh%^t-zG0fv|4jilGFp70MR*nC%=ep*>r=k99gc3(kNMHstnf~@4*D{M68o-rwB~@m zfzgE`dX*7a9^;VVGFeM*%=|tBVA8h>G?sCvqipB{Zb!V3i17rvmM98z(?w7rwE$qz zcW@6a_Z&bW$w>=M853Io=0^~Gj&$rolwc0v92Sdpcz?vYP5Rz{3oRHB<${=5v-{j) zECQsE8re0o!CO$i4ha~jM~YpuxuD=iWDj6PRZxn)`~H0ioO%Ajip0Pr_OU$Vh7@Vi zg<_plfV%SjcSjJD@l!!?1S~%He#ifZug~}FyZxl+O^99Ksw6rSsf36P1bUB230!b- z=Z|S7Xw9C2Hv~mk#kx*TVyKOMdGhJxPC*Q?nA(kQqx<7Kg&!igAGNab2VYP09&VB2 zV`GofbnZAn$_I-;IU!_savE9FmiI#SKb3$EEbb=%E&)xW z517l=kx~-8FRBmi98=k7D;StCqZzaiZ8Q%(J+wKAX@$^f)Ir2)nRXK@>0YeVzQ{B=#-tO4k22C$N7$m1wc`jl!Y!(QqSltUxQ%Oe%^KGXycELYa^lAtD*(<|j7%$~t@v zI`Y7@H9CeuXwKe3d?Sh67|o`-lb8`e$YsDfDYV8kG`Z9%!8QD0TH>llGHoa5pSGXt zoYoNX_NxFzdl4N8(MJZFpuD5ZUW-=1sSNIHM0N{-^FbXHb2>ZYLsW|@H*{O#vNKL* z&bgMuwqw6}f+6~oQMcWIb{N8$OK2cQP$-2)O_n?$M7Z%f4=1Y>t!X+N;&mL*wIzjH}94?sODD^;xztKMd8zeKd$5pJv$^ zhvk6ET3Brk=%-CVSqyXL)oAo2?YTVC)?8=g(&%{oJiy|F+F$0~TJ*%TIbI zg*3Ia9wST;4jCyHa43`GJ0YUS7Z%R9#wy%^God~T8({P+&`9KJ2p;sV61f-ROz(Cq) z4p|oDtJj}75jhhncw1Zjp;pDyJOjm8x+6|r(vb#oWGQ%K^pw^%H*-QZjG{hVXwvyG zAnAobLg8Ez=&`V-n-{kLi!~7(9DuL~AbJ@n9M*=YJn(5u;0FkIhuVP2{#D870=Rr2 zPM{FE1YiM;n3rJfc*JzcTjF5|{+X;1($;`d6#%LqY7oyj^$*|}i6_*)5T5mHDHMsD zBqe}lllEtakA2xIp3K_lahgu%zdYwAB*s+%zXfm$gv2BC15xs!c$D&iQkq+TGq5BM z#IFA9u-2f+oE}GBClqz?ze<1*1C=a6JP6KBlpPVbVM~f?io{sJLKdhWpuADUTFpJt zxGpFkL^UC?(Wih`LqOk@;f z+*6o4t73OsN~zgo{_C+Li@1@0>^DT5Hs81JQlh4jeQS=H8A{9PKKlhY;NgGH0S@no zD_k?);VAP1SF>{l>=p9{ettgyj`smJFT$UX&Dieb;4i%4c4TU+>vtpbH={q-H0)Pa zW|lB17g)^3wj5!I+0w$o(e5#M8wd~R?|TFG)ty@Fb*>Q(UrjBT-IrY#g1AEwkf*{$?lm(Is4vrulQX$- z`}W;JcdNJ6UKMyPzN7Bs@MJsJxQ&@{JDb8AKrqphkS8SN#`dvri^QV`NL%lHrwPC{ zd6jYY%iD5N{LefWop*Gpq>k!qn0~;#gB{2Q+1)@?VBZn|w%{lzVwe}Xzb(YY5O1Kq z$M68@dwQ;VaJuWS2?svnDcMux$b#%hC<=__1}9zD`0*5|6h+&2r$o4bmof z08g&T0kXk?HN8w;1_>`TI`G>F!Shl=0#>PYHWpMMSH?lQoEj=p^(jLX)vyWJ3&a@d z#tlo4nse}>BeohuD+B^zLw9yYMljq84irhtgQZ}gpwJ6z-_$+^#H;LuG~{nMD~XO8 zWo#XqR)~6u7`h-4)G@AN68vGK7n9>Xm0Dg40LopWFejH!j zDemMXa2SE&PbCK_G{J8u0vK#fRX>~9yc9PMGArVvp*yKO?v|PMWYAI_M#o5=1&fW0 zjq799m*;|e*f>ORO`^F1cSTG^rmzyrW=tfkf4kWQ4-_@3p0dY1SRRZ+XekN}+wRJh zSkwiHn#dNd!V~A6F(_sixga6B#`CV5^j*3(g(meMJV~iu$f$@Bf`S4?pf(uCoG~(z z)yArU_b}J^d`7dutJ3oyi65LthQjBo$vbk9iVk2|dKCtfXe`BjuX3|v-nTVtdXEbq`tBHfGB8`lsr$i56uOa?<9u!*CY=tbZ>QnqQx7*Y$ghB-|CaSj@_^H)ruolXj@^f}Fv!DpxI zhb~^U;3uHNQEGg0a*`PSp}x6Z)`L^l%zixl;MvVkEbCT%$NzF#v8WXm<5=+IQmG2o zJ(5$!A6{H6`fEWi!Byey9vBpK?azBbel8Y}I>fl7UKn#aHs3sD9D5W~f@s4*-k)mN zq$zNi{Q6_iC_tE?fOYY(gP?-QR!Cc)lt)wzHxO3re|7&v(4Ww%=J7>opR8+50W(GY zW3(UV81c151@`d`L*xn^|3oH&6XkmOrb(cweNz6IF(yr!RUZ|ucjrzPsOIh0Z*R}e z4Jsx_DG=Zd=>H~k7=)MaGm@waKWdgtgP4Hm_m4pju>XZG0RV@&w&HO zUM9GEcAQlk2`-L=psoX6KmL-Ik3b91reaq3!J-)}HW%OmI5&k#S!8VpTEtR>*fs}Q zLOM`aRYux_A7I}kzo@~gM;suzOrM7?tMO?h$$#e;^bTweOmzJo;cO>3<^He6H`i9%hKd&@QJHl0ug>MxYl7l*_$`59dQ*4WF=wC=IpoU7%G} zUGoZ{7$N=$T!N+&91e&X_O(E|&|kw5g@p0{2s0q%T0n)Y-p)p?g})q+(Ig?a;rA}?tjAW;>4c#Lsoh}MMEK^GozAsdQX z2_ADFwgQrhq^o%_koEWXSN82FJhcot6%m}H--fIJL_jjm0tW{w_Y}o8(NzmfTQa|K z)!F1^*@ya5hBD9LF$lPnp;~36LVt#xCAgk=q24D zShVQ)S6yQXER?kK!xRK>@(8h%=%R7`W?!dB^949#l0BkWBbXxT0!M(&^_o04n-2Kr|7;F`b+Af1`z}>_rpu67qWdn0x?wAOr@lp}O1%%$e2X2Oc5>7*ViCFBOyDp@lyOD0}esF@N`pc6e1Ze!H@fE4V< z2kPgk%vD6VtBo_TpK& zk_1uG%#SkmC$NA%^a_xE*oSA39TMh@;7e#nWFH$FBi{svCb36}fm0t^zU$8F;}S0t z*Pvs^Sg(c0ZuTbg-I73tGo7%pVLg1fqtAX{^r1Iz8*7qtJ%RxOjI?@9L-MRbJA4!p zJGvQ;sx9%oLlh%n8fS|+%1O@2jv|`?P>iTcEO5q9L}*KNz=&14Ph`ajqpr3Ub6u_# zhS(B&ZL1|{NKdrTjTr}_-XA~!r{%#7VNg7h!iUIh(B>o5y$&iw)E@UxiJ<=Bl)Vq# z6rigG;1)?jt9a1n1!U~W5mNK=4jAu~Y0;lgup;70s>YhERXB>1!#2)C@0laR%QzflAdw;w*2Mn88y+cCXBi&MUV zJ}wRvO%7w|(AurX7i-4sI8PMONQjBf^!oK>XoJFPjMCl8I)cJG*WsNarUh+)r3PyL zeQ4(<#X2fcokUwS%TOOmON&lcR91aXe7C7j(hsP;8d?ME`Oue`#adzcF=@2z~gah-xrD zdr4My(8?IAn`tduB_-jDz|PTsz16=54&vo8%5(BQWL67+AK(j0 zIEP+VxSR%jDBQMGqRegh!y@2z|KyO)CCAQG)CfR7Ne3p#qlX}831dg5Z1hPbEv&<9694k|uuXee~o4p2N5ns1n%JX*Wvz*JIRCn?z_5+GcCCVR^gO^56ls{q!$J{PC}2NibPN!r zprT-qn6Nim0`!It6Xa?i+&@1%DE#6}tR;V9Up%2+8!q&$-!XP)LXyY{9ybbOv?rL4 z2?Ra=j5qi0C1^ih@frx?PjFMnU1=7RsB#F9h6S)=_wLJBasY}sk+iA6UEJ7x5 z31hi1bw;A;;t}?#1(AVjoTT7eEg|>r+jW}8DLW!_W%=oZp=#1#1p)o}!_*Mc;GcQH zWTpUdGX()iMthT~PQ+&&05!V3>H;}7B)t}1?uMQ7*Qo@m_FC9eksl&&fd0eibMX-G zYJL&n@U?;c1gLYI`=H9y()oSzGRl~IXsLU5S*Y&I%viP-+J{+PLgO8K_lXMwZ-bAG z!2m|YBz$MXuZtydlC3WkvPoJG#Jzr_hvybRS%=9)$BDQ5CuE;_eAguz6O1xheh6zq zrh!;SRu`;^8S?j?V4cs1R8qK{pp!|7#sQ@#x;lSsKTc3=qKeQ4{&xk9!r;A)Di6Z_ zO5=&3`!mFGTK>O=Kq}M1gls2%p^BG8XB;?fz;X+5#~G+8EC#p@mb<>agA&04ok_tN zk??5oC6IDpy(q?y<7~ui@Lqrz#7z}#UaS<|oDKzQCtQFap??Gv@nx3LRyxG(5BofP z&Hm{7if4$MSBd=+I5R{~wzjko?HV*2a0@b_7Z2;_wy|4ku67Ipp_7x-kR@_hsusHb znM@58;=iq^t^E%j{b$rY3kd=4H}(%;YZ_pG0#GO_UYIxo4^RdQ(KB2q3XXg@yG7_6 z1BDZk`fQ@L(C&E=HTPLx;&Ziakw=1@3L^Of+`=qCC-qrHBXER3Ao#xGN3|ZIHo~XPabtPlj^xh5K{^2)O<%LRYoKCIg-GP)(6uRlr&sK;lBuGto0U z6Mz;^I$aWW9c69#7{5=+!@2LF3WuUcGNL+YT_aQGAzc8(AW~7ToAV#ViD_BdP=8vB z)Y?vpoHRWsN@kNSi}0R`QB=0Na^F4J=?;)(NN0$NIQKlXG=xVliSY@GJV76;N;bNo z(ACgT63j8*=lYrkV&{ijSBJ8N4#@T=VkBN{b35PMY)=jy)#P05N_bE}HckqU`n+e* zm6IvzV7~UzA37Tu{uGJb!7uV0Nea5vgMb&;wzuzkEQPvwKjJv#qp9T19UxLh{P!EB zKcV}O_%{?B0X7BiuT1iSzrsZ2VLd~k7ch6ti~;H4?p{t`Fgf%)#nB&%g@}bj#K0&N z*EGQ7g<$uvC896&nK+WbRUT|m{Ls-znozNLX|M5#yLav+t);|Cz|r^*4%xS^u=)c_ ze208AbNwRFVfu%bu#zStygA4`2`Xv+q==%^R zodNU;5VH@F2e1oGxyVWvUz(x-{%rmj$*yw>8tbW|C|)UZdbg)C{c&BrnW%XTIz6ab zi43RIYf=U#p!|7eLR^Vhk7Vi%eO|0GChnd%#+q%5^NmUFHwydpbE9?9KH) z2SZMdewDWc8f}@n3?sW&sX=jm8L@9_F7|QBG`)u8?t{oCSokB{kf=Z#RuZ%^AD$N5PbT64qNBe$+hHyJ!PjB^$!yz3vH?t;;CHIg7V<;q zFZ?^qPn@7Hk@_WbOQa4fKn`=}MQCXhN7Rbh zkpN1_?ZGOcRck+pang-QDa`pJUIH&pOl2y0gM%DIPs%2NNR$jtmxKX(HE}n+EV! zQ9(MYC~)o&-y`H8bQQ={W+w`87Gox;Z|{Kf-ioB_m!ih5Um=0yt_CV`O5;fL=wS zk?no7j3dH;zWq_u!C8id)%_>pTpnr%n4I-3X!s(iJE+=(eq}36X5)xBPT$N26BP5FATW|{*)o87hgU2oM=o>Q4*Dmf0prD}`nl$C$+!pM_j-e&!&mMq6?EBXl>n8fW$ zlAQWmQX5rXK$|H^*67IiCpmg@fkE?j1uy+&(cL8%Pr$*+ca!l`!*~4337o zy;T%`@7>FP)7XJRE<{Vtl0w|o?`GIooV{L8_w>RVfOLWUh(&#S~XMLu;oR)F&tyf^46uHdp z$9(dQOVJ-C8vB{^YK5%^T*imF?=ks_w3f%G3Ei!K&BB~$pbYn5q|@;i&ptT{Jlnn12@`DHw3bkE54z49hH>f@gexHF zrhW!G2J``y9l&|){{G5#8sZjXhn>u=naQ5n@SzM40k!$pcAFf1pz3N}n=rcu;*&OCdLoeU^!;iT>vImoqR zL+!k+S!DZGH_mf7=rGGdN)#KNq8OF@70)1>ATN*|dbkWFbtJrU(vYHl%qfZBT;h;K<z$C!)}v@L>kg)%d!xy0_Rk?{`_4DlQ<;1@jaCK< z3XAPH&^Q)^$%qs+af3x(&Lj+;_S2u_XPa=q7vWsb)LKYc9k1K{aKDse>$Ya;mzS7U z%z7MvaF_D^WW*T^Y3V5Z7i@s7{Xwhhv5;$$`$&uCt1nPsrdkoeDLg|E^2KZZ0w@rOjt%gm)Um>hA## z7pxsPGPGgGCS&GM3HKsu@I#QovwU@IvYCX=go(0GvDcp;*8{gbiuT5VSdT#+D2%&| zR#T;GkuOkGRL0BquO9KNm361#2YMJP0ntY?h^C568OlMFd^9C~XfUYwb&gri{&jB3 zzptQWMuLm>BATme3b0QcoCi>l zwPB}?=J-q#LvUS48Zc(=?yb|+MmU9=Ekk8fU{z6i=Qt%KEy|cD(DgFEJY&j?+DKnA z61Se-+SUGCS66qN%ixjcm~a7RsN7YmBWFbjTfl?hR|YKqVSU!tkWe?}DyG*XaQoE_ z@ghV?#szJ{l*sA^#i3+4%x6LFfsDZo;{6-8GOH6xd8RDq(PCQ9mlopNi>#(EW^QlK z@@){2B*EXvgy6L}*axd8?X_Z-EBNMH=-yS?{X*oiPI1qAXw@mo)675em`EmCIl4SY zo|pgrcuUsJm|}QXZCZltUC@Q{rJ=eUSHmHdyjE_p- z@$I4StoTIcI%U(~N+l=w~!sEC5mda1%Ds-T% z$$>gK4Q&dmcAZVTx&5@bYI}`O4WQ2?q|cud0@mr`1gtmN;#>P+P$6cVwOsw}McY+x zQYL=V1AN+%dau+8M`UU6b_iYP@l6sQjH>tUWxI8}bNGy1@+vc@8YQqnI?}|!9d^kN zPakDCWT25T`gMF$YpRj7vyE<1i!*y5gYN(r6%pE@ICOA(R}upESNQRZoU6gF8H_yq`XOD!23LYiQ#}@3Ts9xjz2s2)VL8_(y5zY|)AP z1v~fpgLhy@ub;&xME^^J68F4_TdA+t&m1mkubZjbL{=5e-k!A%hnL!c124f7U+z4C zq}CW?-azMcIUAR3c|^bY!1J94?v^aCIDOxru%#@^+d0SN+vl89sfE9ym-B}<<7oI{-?eX3a* z%=0d2Le2+0s=wgk%>D$swYQ^GlR^7!xO|yO3J{GyAFgZts-3s=BpPy1HAOU>vkXC{ zL=vG%8lRl|ue4atVbvu(TNFsx-QMG=_n{i(Nmvr#ma_R4sxYvOh2$&wbj`E@=t>>% zt9Qj#r-jp_;?Hd*{uZj`{gH?9h_V3gSp&(~83rhs;4H3bFAnFR@7C_#*Vx>IZWg$z$n-|6w2>3lP|{Z-YQxumnDNI#4>g@-G%n|bE7NRozPhbyV{TI4-lG3K z;~f2vV(EXaJ%yaW=ycVn!3>j)rsma#F`Q5*apSC;lY+44^H^@%;EA+@#f|Q-5p98Xk@~ z?Ajp*L%+np@M!BHGu1Ft*LO^#-#ZS?PCS+$ZhQ;AMztAD;jDLsb7W5oi%|Xr*1C63 z)Ev}zk1U`^Ad2cO-dzU-=n!@tH_{Shwfy4)m?vL+x@R!^mBAC_-k z(Vv8xU^w0R27_5&kX6)IT7hWcjqw0M`qT36fBiPquDDM^S&$?M8OB8!yR`-+5oo?P z-3dUG{GgPjv%P&bNi$+%)?8V+HRTPfEuVHC8%an!uXU`8gJP?QoW|hz_$8!};uWD| zt|r#xH>T{7a_HBi)u%rrq0-0xDKdYs0HZE55dz5wp%V4^o^15JQ(bT868xibM3dxi zTC$_GYm<;zXhLz@g!${=vtPL%fgZC6&Bb+fb;4)>03c!jEIQU}%qU0v$NUKq`q%M{ ze$Hdrc_tnjx-^8dKbZQ*1#q&%zTzOXo~Yxi&Q5+Wv4J^;al!E`BrO2Nn~r8%a@2&o zY^q9g4q@;?zUf;ZK+cyd9g2AZ$tfu!;^LZUrb))ZDK7tO$@b28IK@ToSa~S^J@0Dz zeq~E-l7Ee3sdg@qm43f%p&ESkssYjs!0{>QR5q@e8onH(nTju-wc5UPFYfW+p0yNj z|Db}H>KNZG}+85g#QVJ{l zq%1?fclPg!wJXss)deHy!Ch-8`D0dmFScfxEZG^eZ;X$AUqoKm6=j0~^K`2gj8KLfMw@;>^>y^S{gI#)0XiQ;uQ z{L^tO$pH>AJ)Zj-m$j>WmlhxsGCJJI<@R_&m;Non13J2etB31F`_Jx*2n$OD7*~J1 zARX(4g_Tt_HwXE!u5MU`=8{_VJwTsnOknk zk!;>3qjOd{t)yWd6`JWFgxMSEa?`)`l9Q5z0QjO$=_P2F9ON*icjPEJKV%3qqFWy) ze2NmVewT8w{tQo)UFLYwsjsu%uV216xXoPqu)qJCDw-hW8jIzo)_vE31XJiw1WY^w z49j-}8K9~oCI8{mRjso63vNKWqZ)<|ld2<&eu|Ph?TeQ3Cj>fL(_yl$~7wD z{0^;SH%!J|vQ+V~E{nbSN4IxvU)YBoAh~4@qfmpjD+q{wE46j?~8)byq zr@I%Wp4}mvszH*!cnh`3H^2J556Hdys7BRpM@_cc@>t0VIR+)|mvs;F&q?;iWx=n? zsClPs!JfM<^t6vV>RQA=lQ-3S8n^)iO%tix*}e-(af8oE%n*L{AcPJVi1^>u5Z(=wI)e#SHoYGQe}@B&7%$VF-vU2Ko|Bl%T)v$f6r z_~PY<=2O)dwHMFdg5@*+QZ9SNaas0E4~tvNe~;{VX#Yw!@1XR+c|(7HuIl^D6m8!# zSEl(wWZkuU@gH8jbQ!LE1(vY1)d7#`(MvMMxsodK0&&{=46^SlU2Gi<7Ftpfxj%(r z{>EF9k6bI5OF@_177&({Y-)&z&(G&)|727(TWLBulay_DfW*o`5-XRu1fQoYt$=Nr zKF>%u(67i2$xtM@i*Mrwu6YcoDtEM<;yQNyf^GJ@@vr4|^4|ODKg~IsxS3DEP%8cP z&1E;M-xbDKxw2j)^$TTo|F#7mg@89(Hs<%*Ose76gSJ*NhsP6+^!PHdYLIJQM9e0} zp=gbO7{N|4dYM_ff+P66+OuWnOV#geLC&vsZ?8rM6W(oBNoawH@V@{d-x_}WGCMtj z2(49=)P9QRiEC}fwMH<{{qt)4vuf#XcJ;7p;om2mjZe+RQu5D>a8-io!CfgsRRd|3 z)7o=CNj`dd1r={W(xTxDc?aj}x#oA8lD&_!TmvSe^xiVHXTGtcUp-CD&!Se#NIL!X zo7rUR{niHQbLC@g97iyN{4pSC(PjG@b2LPMT^%Be6Bw2YexuRV;%)K`_XKO&ozK2= zAd~h^6qfS$cahildXV3y113~wsP^Is2Ktp9U7{%2`=0(TzRt{bzDu24@SI9GHR*|l zFS#|I;oKbdIYdX#NNy{QHD_0m=u^e5`8uooZXHwW?jiu-zL~lRvKbuPs}ENJ$wA#(IZ@Q7qxDW+>-FH)&dRrf<5{Y zro4AoC5&0nm%Uop|LNq8QxsYNRHZ>&I*{3*wYQJAo1iVh*Q4LR#1U8I@M>@Wj*y1p zR*&XwqdxLBCqHexxh3uHeZ}BeK{0AR3%)nw>-7t$iHpzH1nl$vCw_ENb9tH8)d!#N z_{~$(eEu?Pp~a#{6dyuvunHE+#AO`+%U1_V6nXck%GMkUsN-hv^}#YyAs;(cH}p$m zbLZJy4X@?)YC6{Lkt+D{EPm`y|MAlcON5!a*NdxOeQ@&LBd*ILjMOZazWDn=g>T#T z%?jWx#Axl0QzXWfh8Jx=#7NBqXfHl;p8#(cY-NfvCkKXCAWHaFSRLzkFXW|Y8=uK7 znc@{?JQLgDy==Xz+Md|tO=M|rXI;9vN6^G=l0m@=(Nf{{g1$W^(;F4FMoIAL%u&DG z-v6}?5&iFng!rDQOES(JkCQ0$`R5AOghP#ao3!v)RJQ-3ypC<(+BYuOpHIzP)DH1I z-YWJgCu?`QTSsGLIoWOT{Qvcoimco~(H#9O=8Iv?{`s6*pwcZ_O)|J%wq*;7L`N-K zOpIGz`|Y*coXt#4%}d~6c#7lG#qLPa90B37h&9jV^}M|DO~t3Kh3W>pvBRIz$ytUY zEkJZW)$=g?BJ+;F3;bsx{xxOsshpbbm-|>{Qa%TKSoWW?yx}L?s3TW#>Ezg%f8leW zwrq1w#JVqS^&QDLh29UHn!lL75Pcgsf;rgfp@Cvi655yiiR9q3UEY!OT|#4ISRH&Q z`-m_(_enN$`J2c81_e6rLJos3SBp8UjV3M9=0eAeXz!+W6!gjH)iyfmVNO^NWWK_v zybqaq6%lX(BmfFxgdxu|X#2BYY9Dw0#bm%_p~{lOnWQ?MSafoK`JkQI+*vr0?z^-O zy{9eE3aMB5{10@eYUt7Gu%ymTQoC!QDtZkUk8KeD*#xVk1GOLVJG7|zi4Fhdu7J4+ zQ0(jFS-uC7h(h$zx1t9`qGrm`+rz;j7br(ITz0Aede%RGK57w>3wZR@fY#UA=oqOv z5T5enO(%SRQ%bb~ z#PSQK-Dli^Q*8tKv)QDarkPss(yIj1JyZb>=p}TFwEMu+23MY!WqR(5MxhzU(==5riQo48osad-->{0pTlv;MKK+9WgC-4uRfy@uLBk;`BV!QO z0yk#oZ*Q8cJb-5uVb&S=3N0w#Uhn=)k54u%(J zDmeG3^hVH%>Yb16OKhN}H-`BiK$?%7!6S+^oyR->2QHG}Ik%2Q>Q5^T0dUy7`&@U$ zL%0E)IdvM-b&GA^CITH@-Y$_-1=pm=)=QV?Uf;R?XpgY?3-B%i=?W*&DsfE!$Vu5t zZ#QBJnwz_eBtFgE*Wb2#l8T6;=C4vbvmQl~KzeVpI_`M50O1hO1}EMDg?|dPIVc{D z32bnJWr+g)G!@xJ(;5rZb(l-Dm<6z{pf1k&4(9Z;3?}>z$3SuTPem1CN2pkCeWKt`GS0Io*w!EAFJV_QDxU){* z7gd$bgs*wgJgYf(NYmu-?r)-oR=+XBsoOT&BlgPc)*(WHs8w1L6up=KU)R7>-S`!e zYlUNs$d}`i^g}tVlDY1uYAo|ZlU4p-7Hw>0#G_+emB1r6xBqMP@MB^6E}&wSg)TLc z^9s4;HbqHKM*180Zf6gE=ZqY|pH6g8LW>i4Os(|!*z!7lDTfLQJq_mTe?fTYQ zjjrvhJQ_1Tdzqf>Q;aL{a&vHi3txOlv-&O~{=LrMoD4))FxP!mu+8TI!`&Vi-IYdV zEK8Rdw23B?GpAd83DtR3dvPd%*f#IqI;!zwS8zJ7K?XhhE3JQa=JRjCAmh?6@s4XA zS#^AsJ$3U>O`P)|+sMQXidD4rR4MNdt_OFrVyt#`te>8)*d}=UnfP4X$d+4Kzbwh_9=BuwA2uMG5tcl?eIW@I!kjfwRa&r5) zV)27MYpT`>H;tL354A39wHjOQA6!^vvVd}BO5lmaL;#@I%WZ}JTsuXjePgc6r9&7! zhj6?z#7psWJ&+=IdrAq_RSEdOob_A}I7tTf>%}EK@)I%kb@d{*>G#e41d#@ux4W+| z`@w?Fn)S-z1RVoi)GO_0Q5r!KapTtPMAhj#tu-prxzgmxnaFf{65YSmT)RS7exFHE zaM#~2o3=%iaj3yY>*S2qmz#wme+y`Z-=t_nVcE5;qwvY5e8q1vDh5k*?%dRuB{%c& z@euRmbG)x0Vpr9*utNmNVWskEq^`N9U7t3PPNXA%TIe-WG zi07?s_Pw^_1z-M%1~0uk_p1i)hE8!2=|oD_&V*UP+oF1NCl6)Nrzy#j>lpdP@8XJ0 zugj~go}Q1OUs$bmr|>0KySm35_xV^o#ogUwP13q z>NiNss*h}6^YV|^rig11nLl41b*|!9dys9Hh?MVi)I!RBzfiUx`PBFVE67-wIghd#(mW&BH>hA6(j?zToyA&51jQfzvgpq&0Iht^(?6%7~=E$hEB;JM^-O7X42_R z=R_j({uONcH1p!}vD)UHaCA1)xMFe9VI5h$Gn@B>H|(X(U)f#f{p71v6d>O0h?K zi#6hUajVQ#W;>QrGncf#(d(32k-r6je&!qQwH(%GRH)vaeirg{p^5>^e<%am7=e=w z2H9oolg=ET*ygKNcbw(0&qCAIzhQ-+e05hEN-ltgO-r9{3jd#$KosDpw8b|r_5_f{ z-aPfNfZSH?r2kS7?Eg7Y7z!T9ekpeThYaTF6isf`xwYM^nHO5mS~s}(VHj<*z=36d zUN>#p{mS`J#j3fV1NiuM2Zud661!Ffj?h>aH3za?s~aR40*H6OAMF8ezmM^kM4Z#T zyWM+7`UkzYR=XtV=c__IAJ=3;{xhlR@6{vjgB||{KztPxg~qn_8=VuD?MN4_*s8W? z4&PUZU(YppEjUYQ&)0I}x^=hc;ewAH%R*U&QL+Kg3H;zY<~na*`cJ6Wc>f)9G0HH& zIoQh({0+QD=JpzOnLXGmTyh_nm1_^)2}$ApNTfOy_R}G+@PoLmA5ZTf#j(f+(L?VN z?tOJv2?uJa+{BU4Exwf6g9l2!INCsR(22_hSx~w&jr+CjQ7KoK(D#vR^iDR} z8UY>F?Q3aQAC%f2uG(}^Z+5)k(mDG?Aeka!4+oP)7|5wASI?vOZEc^rvo(8)a9f-H z$j$Y0&+30$rHjaJY#-Kn#KW|3#nf$;s}F?QPO%i0T%Cg(>#*M~^3G4_4vgP!8BsrH zc!Yy;dUYDFL<9wfRWn&w-O#e(PWVNiRc+{Bk33E8P$R2|GAj&Q4kuN z=fAn)gTtz5&KVPu1NiPq_Okus2prXcK*5Lc-L5+0V|;fXo2%g`SQYb@HaHWRiLZxW zK;-GBYr|vnD4)GTW9F}9PSF4T@Yz#36-TB)TJ#fKy9Cdw<*CM<&5wP&j*uLR60vyW zd@#7`s*pxtR|Ye&w@9??dia7`mNJ(-f(|gq0@V*(Ut9GK}e7`XE0Nq7oXn< z`?%#&s*19*(0j#5MQa)DR`y#^5$bpTaK5dXDj+N*bl_ZtiOk_9kKMO5R{~A%;O62= zis$o|V5Ah{x9r<>_Rj_JW4qNlORTvoR<&kjG)RcTE{KbhGZ7}Qmow&5jr<(HddDddZs59gC;tQHyyxG)S|jOAF)k`$A#0vuxC{+F{$n=u!~Vu5s0F4= z{=m3A0YL&AG53bos<}Uu>iwTy3fT?*^Tp9g_AoVHOp#EW6yH(c$qiXY%5-IJ-F=b+ zkCEkX$Ke)U4pOEy*IWq=+UaPJyt&2v0%{J~iA4@&P>_5I?SU%da%bq!NHu9}43+zn zM)(?t&P2dD!Dk$uJGbCkkwR$GNh$Ac6s+P^&;fpJ%ZWoZd zzc0aOfUv!*WZesiwgU4v-rC9>jM1OZ?3K4)q{Eew%(2iT7X4&vm9e4Y7A6b z+X1O_6T|J-zEqkzCem{K=<`0$~$%$Vy0oT6|!yIrzj!*%Rh!i}MkrI;Qe8TJh8 z$fO;vAr7cdSE(Kct1tdNB<}PrDJ!+0ghv{&g@a6yq}-n0p0WaQ}O2P%a(0WCHfZi-S0om@+eU=D7CoE zA-N_T{5to~>#y+2n?i3D@#>4%*&b+2Rl`7y(>{+?j$!RK-L%lDMeFui+@XVUa#at# zaNAtaHd=){8J2`jt8!b*sVOB#$9#cwbd-~CFl)J(VWNVtArl$@YsjX2$5Rb+I$(2p zZ*pnp3Nz0H7%v&Z{@L?>$WA-d zAh4nsnM5PyfiNOC`z#4`MqE`*ORJ>R9sha~cK+6{Qmz1rIQ&(P^Zh4vf^q;tDJz5u zVjp@&47C3lP}0QXYIy!!AAlS*7iS>>O~)=3$I_a8%)>}18`>_w60dOpH?$DVR`8W8 z5duJl@@gHq(8SP&hlmbKd7{&R{^2T=*q@4T4rK;k?SU%?X!HBSyr#NMLk*C)Xsxt_ zIO{CtmTxw#B)6%O2$zX;(;CRl>dbxXT(0yaW3kfy zZbeCv+eA+d^9^L7Flpo*&+GWUYWKM;tST}kv&^p#Q&=oQozPXUs*8q$=&vlw+$(Ef z*hFLqf4Y8nr=n{)s$Bm4C%M6y$rB|Vtr&eg4I!952AMfOUh8ramRt~^sLsfR#7&lZ zOc7NLR*ebP>?>&UXpnp|PHyoYv}&z6UuTY0Lcc1g*NxA8t9+aux@Kozb2qd%c5m}l z;8G=4XlCkxVK!o!ck|PpO!ObTR18!HGMzT74uoO>lgb0L7_)x&mVLP@WFz4Mj~Z`h zO-*h`WPr=W0MvlGaAunkYav(TG}Y}jZX!GKY-=zU2VmG_09M@P2vep8Gi$|I5O8`V zC%0)Yz~&13H882;HXOO?Ei4BUria@xq3@`<^OFLIThP8%-#>s}=rHk1@3D0H1C9j^ zjjWKlb+E{$&A{H?ex^qS|Db|f@@hlqo2 zrs2pyqrak^VnjdNWh_(V< zV`=cR`%R*U5%djESIfaJgeYAEXUewz`!j2;FiY#d1Hd(eJT5CM!`p^qOeRqg!amLQ z!`66P9{C<(iw2=`p~57TNzOm2#_M_RKyj~iu0qyl_4`k|(Z-%h#2!3%NM{7(KVo@H z|3;n{bhM7~ryvASZBSRWVirshbSXGGh#YGS;3qILf@!<|YTD2GtE1pVC^@fS#hZqu zOFyq{-^Am*!gw{`g*FM0V;BF^NEa%@j zPv!qj^7G$KwU9qmK000yF#(Orr|(ji3ABpz1Wgh7EnXN{a`*8%4-E{>MzD=kR8*v4 z+WaW)bmN|p5C}tcvW*Evf|}xU(56_2Q=ykHLoojejxY_*M_dkLfLM?vVuvwFcyQo5 z`9~bZ-9ip=bH|xP^+~gt;T8IKjrA9@t@){Gj>2E@LX`uzm5u86~N>6 zJG{-qi0l)mQaV&gVctvDTpgtR^o zojU_);s5fTv)&2`Tv!s3>_54-0diT*yaZRg?;l7e)4>XzLilE4jFa4lwS5;GKMfZj zo*s$qVgs9)Ra=jTzntRRcXa;DT*hy7)<4i5hx7oRx0C= z2b?@Y2%Z8YDnD2Rj#IA{O2HM@i5ca%tJh*p=lk8OP&l8P@!8*3 z`EH91symU)6S0~(bD>?q;L&mic_$WnS_w~iR$&M@O{_c&jj$d%F60l~mI7?+w6(#0 zy4z>V)acOXNr&1Fh{OzQTnWWgyuSrUg5jQu3t%F&4W&aznN?=piltH!fwa22I98rO zs}T=Wq?jllK18kfM92oj)P|FYQ}s+#eIkaGCp;~!G`b0D2W4Q*BHA9%{ zkkEQR5iDckRW?#fY0ocX#dl7eG9})xTj*PeN~^F?I8sNFls=X&t9YG)!55frzIaq^;(gQ;keOIXJB*Lbs z;XjJS0%W5IA9b-}#bRJ8n{!t~);r>Tfh5LF3uY38P;afw@X-OUItLm}X3;Mm{#NIAcfod2yPtkUVaM)wtzV==USN`CW442BBY=YT4@jDmR^|;PnlM4pQ~XHC zP?$$E#xJG+PK?K5?{8u@$!kCybr{+}Z~u^m5joVZ_07SDuv3H#NmS3T&xvEf@&QhL z`#WljQ@VIuD+qYLH_@s-h8r(eyOWT;RdF1MdxL!zRLyS&b5m=m$_(x(Dlrv`lL#ia zpnS8m`*Mqmigc_jJ+g#Y<}b94QiT98g22E+uo%6AVp^2TA~OlXG7hY|U_)hSw1tcU zBv|*9{zCVLfk2}VRyC=;$n`eWZ-Fqx(KvhR!OiTGtm`z=$x<@W>|Phj)9~FnbOv6U zK3_rHuO~#wFAT3}v8aiN@w#W`zVmFH^_rvLp!+eZ;SIX)EPW5Je$ZR|Yf8Ida5yBT zpOK_ibcs0owN^g;*12W%4_y=)-%E(1=YLU+rF%qA0GF`@Oc& zXZG8uaUYzy;w~tr<3~c%>;cPhf?ORJq~h3Ms=yB!ZvSSxim-|Q+er~xO{9;PWj%F< zT~Iv$saCEAi}|GY&6uzB#KL?TuTZF3v>~}IktcbTKjX2=sjr>EHdvw1NQAPG9Oq#|6(1E zfy>@~_Y3ODpXrt4UZ21eI$c{&1jQw?qz)3K-IG&|+63kVf3Ty=NrYes?{#bdO=6^{m}&lF9Hu z;Ye4g`Z%a5h*w~FEpgt}-eZS<;5o7G47bPKXO0)VM@ME4W%exyN z+~jS+Y5R-x77HC2uppupQ)~2h%nc`ql|kIoxEEfy`i_ZI(U$)!YyK($^H$AUSUych zI0Q4J#6(t9x-Ma`%C)^2-D6P7x4r6l}IU{hNYmFMlmW_KVdb|1;Xb^jv7m!;7Nk4$iy~ zXZ{0vjZJVlf=C8=G%t|0MfvXN%1&Q?>??$E8jXf~kx))F^YNC~G-*_Y<4jDhQ*p?f zx3CF_8sgdf*_>IMJx3Mr6JF?o&!OiU>rr3{bOWY%A6spqe?imnn#Z8%4N;)g37U^+ z!_xblue|>~80MH*d6A&j#qVDMyW7fU{3+;*C-WbP)(7%Q?@{5t50gqTvxv?o_>=P%oBw#UF_m;Xj_munOWlVy>Vos?&|iNjImE^o(`Y*~_iPh& z1OSBs^bmK_p6fd8<++F)YstzC(hOwA*?YX6%Afo%j+?fHWxAP_p9(21l?pu-aJ!i$ z$Bn2S%75fSJss(HRD^ay%hB=9N~@}DANPsc&(jfpjsNZt=sR=OUM%%-bPbl8Ta>o< zwGaKi*REpMGh@9rZamIJp*?~1>9G;LrEgS%pT|EG7TdI0fBWJEg-Zko5#*-a^4SN--W@l#B-IO* zeW=#k7Q)t5)OJn`PZmda(Ugovv6tZTX$~AXMy+(CF-0Sz|179|SQQlUYq{L+f<&fg z4?JpL%(q3@Uo|ySyh7YjY~P-fTmHO@fC%J2!BsJu^#;^dZj^(K84R}g^N0VOaQq)d kKL7K-9+LczkI)<3YM<^5`rGyb@tv{-OWw_Rd;RDC0v<*>*#H0l literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/dg_results.csv b/summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/dg_results.csv new file mode 100644 index 0000000..ffbd5f0 --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/egfr/dg_results.csv @@ -0,0 +1,6 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +21,57.400029051999944,0.09132418607457905,12.931671895848307,0.08291253968333541,-7.8553395,-52.3237,0.12334746125853181,-9.88 +27chargR,74.80616070688536,0.09333836759198591,26.55747864714727,0.08460785441844565,-7.6062083,-55.854893,0.12597833104954828,-9.94 +28charg,63.60238286762049,0.09101379712983966,28.105795184510207,0.08623956590877757,-6.9341555,-42.430744,0.1253825107266799,-10.7 +29charg,73.96797510438594,0.0908750798899253,23.116007623435074,0.08561037278727247,-7.4772835,-58.329247,0.12484957378291714,-10.46 +30charg,72.92636113291925,0.08855975079784091,32.22275115825482,0.08383245754314463,-7.5865097,-48.29012,0.12194552225932215,-11.25 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/ephx2/README.md b/summaries/2026_jun_08_abfe/charge_annihilation_set/ephx2/README.md new file mode 100644 index 0000000..86252a8 --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/ephx2/README.md @@ -0,0 +1,33 @@ +# Ephx2 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 26.29 +- RMSE: 26.98 +- R²: 0.53 +- Kendall 𝜏: 0.33 +- Spearman ρ: 0.40 + +## System Details +- Ligands: 4 +- Host Atoms: 5004 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 1.78 Hours +- Average Time Per Molecule: 0.45 Hours +- Total Nanoseconds Simulated: 722.40 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/ephx2/dg_plot.png b/summaries/2026_jun_08_abfe/charge_annihilation_set/ephx2/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..76e0041e9156828a73cfb7b9e94c4c910d74d43c GIT binary patch literal 55314 zcmcG$c|4YH*FAh8Lr58;GNcTVj74S25T!C?j3QDhB6DWRT#1S_2vKI0DP$&vhz5!> z6p4&wiukQV-{<%K@xGtuzqikQKhLdP=XIXPv5&piT6^s?T;$CIue$DM5{2amft**m)0pSBiow{>344Zd{)EW1p&~rmBVLwhd`vj2Df?pE<3r)%V~n_@FOgH_YdjAFc2;Ox0HSFTL0|T9hcE!>LfkU z6|BpD^rauBj?%69_XDR~h^652AF*j}zwj{fC#}O~R%rR}lC7h9!Uw#H397~iV>Kx%=FHT_m@ZmzDcgZ;T7g z$=TKrE5W3trPXv_g+DwzeCV7op6sU8uAy@jR{itF=>|e>@=1D^`IOeJmp{j`l$Dwq z+?J~I_3!))!|K&qo}LQE*++uaLs^n+8)MJdZy_HxWUkQApdG~Zht8=by?psnwJw6Q zx4%C)LCHJWEbru-_wO~Gon_p|zFax|_F?b)Oq0R3R3>X{YrP~jS~vN4-1~lR7H?s} zWS{l2Cz<>D`W~Nn#g>2OJ!45p358-~W5dj^ykXCtJ(Pe;msVt%7ah8H5DT8n7J=2) z4l*@2R~J}Q+1<_0ui{sGnMYRd(IH-LZtlvaCg#tj9`(4d{!i`oQT)g$&{k{=KlxF^Tq z^!p6Xq4$~el(5T}Z)E<}z@LoTaUG46KsI*v*5?;owpu(}bN>8!QKJlwFJ<1LHKD7? zy5Es^Y<8JnD|sw&-*w?z@{W9cU%w_{S@A3zl)N|`It%MwT^A8*82<6&`1j^}QgU*& zH^oh)Tm}xL`=0B1#_B!&GcY!mtMJ@sMp;?e;H&#AE%{ZOznPNn557W{faZ0)EPbwJ z#S1L>wV0TTtNE3CrbjyM+H-iH=H*GBc_(U7>MqefQh#NAs6p!f-k%@ywD;}XgFQjm zlGXBAT;SQHbydUNy|8viVPT({>)L>O;a&X4!fOpkt!#4@OBiJUrDUE(&}H#_k) z%_x&gMpjlD&tx(DzO}Wg*yVdqUmvxEgv5l?K$-UpH3h4~%Ez~@;Pd0-HE(h)RTzTR zJTF}6of>Y}*45Rj@cVo1_H9Obdith&yG?q3NqJA(le^!wYuEVnw6Ui*o+x?28V6EL zHTPIq!>{hp)%+*UwU@Y^jW5fjqocdE%T0_TprD}8KB9GXLwE$I_ zXXn3$G&%fTSkNo;a(nJI#i$;_T-Bnoba}Wvx2Cps#cq#L4&9SNxd^M8mX_5NDYqfR zcjFbs^^C5Z1;OVUdp`Bdb%^xEy?$B)n4N7h+bSfn)M+qDX|k7OFAU(|}? z+qiM#o&m4JhY$bkDrP@)=nw-73zwuNcFEq}{+rSYimIt8cL)ow*tsH^vKRkWI02bw zm0`gdqv8)`et(agmC%IUXViPIXl?dbTA zw<7uHKCi+b2Xq9Yl%je#VYb%P6YzZh1oj6RYO8ykWQL`5l| zAKiUp%i+DLQ(uZ*=&uVOq^2CWvt!k^ZQBMvWUqg5m6wUat>h)gr{uNSrBgB}_rZfr zhwdr_BBy2M`;vuiAi>h6`taey@!!8|%YEms#mBFtgoTIi!SbzPXQy#+aJboW_ijSM z)y2Q_o3?M~L_)aMvGmloQLn#q3;4K&5i&Q5HikYkQBWt=l* zm}$H!Iyzd+VK?@xwTP4g&P0>kW4?J!-&^jd#@>`L=fc03KDMHo9_x-0(M?FSD0a5{ zT(bRS)2%@4czXUl9Ed6;I4a874_VQ3ik7=~@7`)&$ZS)8wXQmtsdr#N*zbiCa>O$W zB<}>bAH&0$kNe3QPO{>ZCY7w;qoJ`gD?6K&pFc{%ys)yf)BN-6jo3Z09iAK~@rgXg2k-~QROx^J&6@v@Oa4eJrP}DPbpx65@?~Z>`5^p;+yP@_E+ot7d-ql$ z88NJ&4lZ2la0fpHstU|Zt5L=b^2WEQhh5hFfwF3lJf)#AR5zX(sG(F|bndf(iw>@# z&3@w4sjtWlWNQoz46M$aVdUklQ-0z5=l4p~CJiK9S2wq$++4|acOEmft>xn^tSxPN zT$R7B*yvYjhX)A=8pwY6MV2C^>K%^{l~wo1W(`Fh_NA=c2d0j)tkDmxmZ3(Q-VjSU z<;{bfl|v?5X(>)=8BvoV3$xl9n(Vp9$U3gmX1^#&8637d?!H_0cc$Y-%Oi30^S7jwhPuX6p7mooA~);w5A@(VId^60DVMP}W~zaIB*p5Db8z4srwXWLQmYPM>^8G_j+pWft#4Y|sOYr5Y zxUjVGe*wcO=tgHr@toX9(<=G4PDOT>O@Ck2asU}>zvK0xs(fg%rRkgrUur%rbGe3L zvZ#B(GCoTs_j%fMAAe+*SmN#Uoa!nQQ4TR95!UFE|1K=$*8P=9RqWfR8{(;Ye<{~u zW9gFg7$hWE_%}NrN8d3k&G3u4Po7BQQ8~^2Jr%7g*@UP3f6AH5g@uJTOdinC zMO6=@pz9x$@*_|;z3URkM1ij3UKe=Ef(jg>kr{BNZ=k7K3U{#z-r${rw+ zkN?2wWH^>h``5px>krx$BuTMbN!j#y$v4FYpNTp6L|m2}z;HYhbwFV(MWs-biK6}b zVw2lA8xcnBRJaDKsZreX_!Nl~+Vpw8?%j@Usj+9zuH^O!51Z7pu5sMI zpAk4Eg5Q6EmB6Ni1ils2R6f4G6~!ZOAL&ZF4(b`E8_@pw^C#_S=?)(sAFS~7YX=n1 zG`qtd<42u)dHs}r(e>&oZ+Yt@jl?f@djHSI-%+b-8XI+bNB9&y14wZKE=#klQ2vyE zI!N3k$7-~zSixn0x%uu+8YQJNYCCB>Qu-a?72SyZTdr*cyefq@cpsSIx za{tduCJmkov(l8x>T0zCuhz-gSQ>RXexLmNe-+JaFXPxs2O{p73GAz2`=1s@Zf8cdoNzRxG*XrBt)y)Y;%LG$YATG9wrJ` zs+%;no~3THjp17v624-3Cu$sBU0svfPoF-GbSSFm`^ON^>MSmvS#3`$WO~5E6_%`# zZ6(}edd9sYB(zU_y?KD@%DU~;6yWHCWMx8Dt>-#&2VW$*^iHYRNcFe3&w&=>hdRZ(FnUI2DVJA9Ixm~3h~aG7^E7c$K)spHfrBJVr);}S7(!YeFW zvzk}4%i=0A)%6GjHr7|_0vwFNL+37)kkFMp_MAdd^k3Ydo1nM{aILOoINPFFhJ{a2 z^vP?`y4DOM@#o$%EUVVZsg`+7t>NJbM;KLuxSVQ92u?^iR{lxo_Q=knkBQiN(IvSp zv(&ez6dpXkD5>&jjlRB7a!qbQ!FHf_m!pohw!zPyDWvz~tEwC;{)Pa(ZQi`OvaO8` zUsT@|FZ*lzlVFB!L$bSEL5?i8UOsa>gTo>+1b27liM?bjoJ=#$URP-UG5OOAFmC-M ztMS)WNzEFDZR3nuh+H8$e2AR3aL=2YaAw#7tK^rDwBhqMY@Pm-N6pxE))r-w9@BYp z-SHX2ERx(*&+4c%+v}~PAOS>|+!$P$OQOW{?WG>^wnu)a4JEQ^LNn+{gq$H%Mnj`6 zW>=77A(DTfYo&w3=`@rB^3ja(267{HS4%{Sj&M)2gpT?c{*XRbZyTab#|Pol!p(iJ3351zZOVl+q`op50FuDj>*!^ zXxxJKo+0LP%J>%9^|>*!%f*%TwDR=7&nJ&!byKJErHg!N7u=^;iSZ0e&HB}3n&eLY zys}Zyz!>Qtw0X0M*>YhLlOdJkMr->E{v1xL#0Paf^Q-VxsC_B!x4m!Tu>}8IEE${d zy&kir;CX(+4lJ-fYn8YV7U{I28+~`(+AqgH{gC&Z(BDN7zeq}%uV(@I*p-L>itCru zlfCVEjwhxmjX_l=g@`=>H~fcr{f+}C6Wb()?`_pq;9D)N!e?56nAQz<`+<9ax5?~@R|3_xuo_|`;Rh6QjgvY3nf<@E#%xL z3%%9u$aw$P%Z$cTL+_(;-EP16Y`x(!k1;+}wDI||inV9TGz@1Wx^G@5d#Z?i5)wjv z4GN;!OSip3+MQ`u&DbYN*6kB`&j7jW`7AJWidy1$GT*9BF{Ywg3nSwYLt)z$skS+p9z zX@}#UV{4LS8aOl7-B{2qW7}ZWma>nn5vNt!_mAts@3*>kUC*9OUJ*_f4C*D)mE6T$ zLAkiEr;#g}%h&bHboOjiXSh_cVmhLw8WGX{f;Fhyn(|m7tD6qiyBcNz3pvpP^ zkWAP*=~k@hsSRfz|Mlze>~_KAf^`{fMAqs6mA;oqxFf-o}^PZcuMfAv>dB@P&+Pa^QiuJVMawHotx#^yB`*WPJ zJoEI5?A(jnf^tvZ+J2S`nd;)lyi*Ur*$jqnmVGbsnVaNR_IcLi3^J=0%*gqs;H-)1 zkt1TC-38kYEQ3D7K|oZ^yj?2$n<@tfY*VNoKj-#gI@I5AQ`&FAbF10Y6<{s~!xiOG zCdaUSH7~BLx6SFyKg|wd!1<`IhUWU*91?_SctGmP@D7fQ1d#~lUh@Hn7%a){XA)tLb90S@hv7f8~pzK5FykjVr8J7C`U#q>*iO@ z%`6nB;SUnqi!NaW-Q=WaosCb`y_(-Cgu;pnO9}Y)?F2W^mPH{NFicVB>@B-Yj{Hxs za!iqIbz|ZTNuIP3|MGIQ*F?nf&msT){AVI#`De9zRck3MFMLh_X9`LmyFj+ApJ4aI z((IK#Ur#O9G1kP6Qlh)I$^*F51{i#zZn8fcqAtzfTJzx&vO(IVubc!Z7!od{y~Tm* zPsdFF*WlW^x;+pC+uKe0=iS}iLkbEC8fMHp5H=gvFsxa-_R;9WHLtFi9LKF2ti;9^ zELc+`9h)rYaV8Te7hvMFAiqRJeDh`v1WO{N5K$6RlbOW_NR0^X#l^+B921T&YHDhe zWx0~!7xRjWiuTWBrs320et{i3cCSjJ%C0SCB{MU# z-opbtuA^N%ctn{-^JNwD<-+&x-$nFyh>J71d~Xg$VTD{9dG2#b@5I-7gZYKuKiDBu zUA^!3XJ5L_EPh&C_@$fg(8&csQ!CvdRS){D&(hx+gtNxUlMkO|4UT;sE^J$J>L573 z|4vCzuATAs#unwO`j5<0VuM>;xS7j?f1)}gS8#&WTb();nxr0@Z2$48=j6AQYU=9e ze|AVS^X}p}dGciNryM}mKAd1$14k<>0T~$?!}9LjRXj2)0B|(%H_#^@;zIpTf?ay*Tqu=g&ufdhzZZ2h^LGBVV%2 zWW(>rNtn|??eO&Uto-z8oq3^sU}z|P&e2jjs4?e@RTgJy?yLAWPi=pxbKn4T*XPfy z>(?`#J$n}4$IdBcSlLI=sgk9`CfYiP_RZ$a?2$pkZ$-%mE2 zwH=r65jW0K#dUC(kpTYYXa3^$vupGB&2_#PxjtPLBe^b3 zq-hah;bdf*u&Ahd$Y2wVk`>yQ&QKJbdMMLBKR$Tlr?cx=G&xA8K~Dnjn%(oa*Ee2f zCvL2(RCsqfr!-ALZ04-s`ts!q_byjaiq+toq`uy?=H}+U$=&WhRcA&&AGfuoRZ>zi z%ra#K7_0`-5}F?V`E%=NxXbzTtYbQIhC7SA{c37zdPhgEBJ->2>aK=by%($O^z9`p zWoOMHzyTHt0|Ub~?j7^CpP!D-`Ob{;`pxyPeV21|J)wT4PXr-|K1PAv*_WT>d9D9&EtRC6ts=O#;5cR)lsNzpxcunu)tKlhl@;PCJRq}jpGrSc$X zBHyDMxHvdgP;M!lPgX#Y4GyN=dzm{B@aC?PxABj^Di@qBfwvTd<*KjWu@v-CJEu47+#Z;BaJH^xbx|IsG2VW;zo z(a}*3vJ_1$t)N{YT>%3=1>j0Y| zz~{KGUI6`|q8J++8w_jYdf3^C?sESr`eYjv52*hyaFfSRo(ypx`IL0%-Y$drv?B## zIhGaM7I*I2wT_~fePlbO68(rZ>()gqEzawvPe+#Dy0ydMNJ9Vqn_{W&7Inn_l~!&7 z>AM#uAihG(Bocu|xew31U2bZTToP8`okr7*_W@^jM>>)0YO1(EKohpw7@ZCT$wbikipcPoE{s@Z?h~{qzEW0A3Jj|?bII##|Fd4 z%DjRR<&pke3@dmgi+*@K0)XWze}A(-JajJt(IMV7 zjVFBWGslKBWROeWzdE-WsVrs9G6$Gz2bYF0yxPpn%(TRHOIKGH(H_0My-Al3%A=v3 z|I>?VSX1;`E~2ocr@VeTdWDl#!uGl61T|#eJ-BhHb6pDQQxKDlyt>hNBjSJx4NK?d_{rv`J56zuPt z8Jzp|y#vUFqCMgb&^ik+IWawA?lU`11&KchaG08!TIzW9itwiu3zJMJo55$>b2bVH zP@s>f>*=k@FDU389%edv^ytE$;oN7Q6M{cSMv@*p2tsEeJk;iUKPoeYH0ng%e%{!< zOj4q|0Gy>}Gnzp*rB60-lMWkNZ?#CuYj}CD3=Z1O&d+a>kum5?c>P?_dz$&z!0Q^c z-zL7jVh^w1-0$I;_UMs_ahB=EgpQZ5U#~*Kyjki{TiV|Z7zFf zl4J3zz+(UYh&H#Mp9+|C;94TV{})gwOb9S?OjPq%I5IC-y8lF`O9JuelicxpYD&M<-J!O& z_FFMOpwX>6cfJBdhDAnR-?>|1OQ^|N;NOPp5RjrvIDbD*Q`e;HW>b~>@jfn4-L*U~ zFE6!0#bH5{!N?yfOgvrL^r)-o4vgOtC%Nd@Z&S zUG=Sxzc#-{RVVFn)Q$$DWA9||wd?hRzS<1EOP`%;w-l;A14T`vIM=`V%HYIdv>TiA zy5iK|{^<0q6NXS?L3HWg2Y#%s!!GjpM24er9Ldl6YkOKooL;3 za+}37fn&lPjHm<56E=?JH`>cj6ubV2F?<6pRYOgUIzK-@F*B1%;1olV;5-q{05s2I zA+pT!_MZ9MzNhWerz5@IK|qgTD1jSM_he5tQN}Brgpvp6uBXE6KoOYw`4K5Kyrv)w zNHSzK|5elso8IbR11bes*~7^al}ibmevXYvns}FwI?x3iytAWsu=N2Uks7yr$9n>s z5l(2vL8RXg;zw~#SmiT6?NH3uEeF-m z)Xc03O=_Lktgww8@m}@(v+XRn44YdK{)cMwCA3LDUqm-#-S#sp zR&ScFb4q$WW2$B!SYdU`%<@)lk%XGZ}9<>uizJ~!EaOUZi&`px&x zn%7_E2_nb}8&9CmW7|fqK{#FzX$CV{P=6}x>Szi4gl;U%+GCpzI0+^s4PZr@xBiQB zB49aKQW^;1#unSQY+0#$U)e}(927B(=1)&mP^w=Pr;`6uB%u|wv`P3!7?wzX2SF_K zYpx2Nfd`=KgvFzHZIqH)gJp){gN`@|7XHq3v-Kmb(&7ui$<1=6U57uc0(81mQK4d- zd+Z8HK@)v-3f|LM@A6W3d3jq?b=HEC&_f28h2}?k-avPo#Kag0W-tqdh}QAMruWB> za2DQO+F7#F(pAx$wDgLdZLy(rM~)l;aSQ1B{`SKMF8Om^l?V_0)cu?!fRWQ)fUyz} z3b8|=|L;5!>CA8`Sm|X#IZ>Pi4qer~j?B4ds=l2hz-&{+z>7STO`=zjN z6vUeNIgqL^aY-CWE8Q8KgM&(nC%gukqYtmq>3=&?BaREPhC?|%^z}y1MkzeciRgMJ{3-WK!ak2mM zoCkGsz@4B#w1n#VI{|5WdU_l`h~$D(Rlz4hL&tp0ln?HgrBtD*pAOzg6r?>Z4fW+c+IGMZT>^s)LB_$;*7RG>$5kMsb<_(F8(oI;qJ5XRu z{yUE2mcJwN*n>T!^q|ozc>mFH=SF9{vkqxZ8!1-f5?9fdbLwy4B!>!+@}_AVhz1}Q zK|b;E@nYHS2z`hWF~!?*RV5}n9V?E5f)g$6&+i{-{3=}v4n7XaRKasxfJ8m^N!#9K zY0>xDvu8a3#ZDd`TCm*^&ffLxJk2BB`+M=@uPj+GyQ3wpfk{aO-xFN}XZ>qsAPtJJ z!nR}2!?0ZY?em;^)tYWe(?Dpe51^s}E{H@2az+qc(U+o(>V5F(4{U|qNF_V+m1ZbE#|Cpv=nU%q_VY3z&A&yFWFU<@x1A+4~u zg*y-p7{n|IAv8Nt&ri@NAv|(&960Bq=7m4yho>ecqKg$#IpQQOL+;!$&*?1pU*fZQ zaXBzLniXl}L@W>XH{h=1btDL_*g+hXqmXQvvz|b9DD8=h^^@X!V$|Z z^85S8d1`#%A*cos(}&t~C7<~8)rOlEoZ%d3zDESZiAhi+PcJV)Sy^`E!5}cATKCCI z-cSLznm(owp#P&SwXP9@V$^>noEw<=NTK~o7(~9U^aGC~B@z9WJ}G7NQb4VH>iPXO zpyz&LJlsI2gV*mtDu}&zRs8uNh!n>f*_y|JO<-rOaqU|&wh^@@xh>Ed?n`_9w!`V( zq^P*TZRi~pkUxk#uSw3MZjWyOEbAt2YIG;k|=I^}c{DGA+q?(Ju8 zSh#U=3QeDJw6?y8B161~z!^jl>;LirHdoXjnWY~?LtIvwNUlp#))t$kzBW8&U}CZs3?z;Lj-H*+rcw;cs;a7B_pL-E3wb3qBG-V~5v#ECsv_gq zd-r&O?l!kSNzceePlGtm0DDp|N(%TU=-%5Ej00#r-c!{F!bMs`3QhvhcVlyVTfoU; zc6z=0_>l*#x;p3&Lb3EKRtW6gyPe7-c|N6(-LqCt%LhWcvzZgTYgVxa)$Clv^ip`8XK9A zr0M``>Kbukoo2_6{~qhM?CmypWAn{fD0vNEFu<2;6rYmQ_hw$ABLQ0PadMJ+`t&Jd z%CT0ZWFnRIXJ=?a?Cjm-+w>_6$DmENJ!A$zrPx(;t8-8%KFRar*;4tQcirK z5ns1%tJs76aPMg!IB?^S;O5+EVADR76rk=x12=#pN`R-`Ogj#zl=C<3-$U=2j+VL` zWw0DHcFhs|e{>*Cb%eDZ?3lQI7)?DG6tRE8Jqr(>TE830oNRki5>RkoWojCfL8!Gy zD_jw|hG}|KFw$I#ii)cJW(bO|0rh38gv8AZS*$u@hK3TJREN|@PpPf1*Kyc%``!#R zt^M!Q&t#m*vad}So*zL9DBoPK`X0W0}#geR7$ z7DR;OlZSrQc;=-WH#ms!1uJR@@;Bt6RzPL$_3JZBPh(vu+&-GzK9N^pdQO7g3sG7X z%;55sD+nD1oO!v^Z7HhNV}R$R?-f6c_`JzjAuTOEJ~6R}92ugqXL-+0OTe@|0hDJ0 zXFCzb3=SWD0y{53azrM_%2e#E%Gk=pwN=&CRgR8jgQ)a;4%8C3pLRHYxg5?ek__+# zUHd)cjg=H4lvPi0t}rT?LV=?M>~tAOL>4628y0HT4I3^)m#pdRT#u4Y8nm8El$4Md z|KbCj-v^-{-I6_Zb@tTy_3MEaP0kGZpkoDlk*Ev*+-Y5G92*;(l+UbFe0v));{tQP zfPz@}z5H44d&`wrhC1B#W52&%S*A~@VQ>yaf2{htRL94UuNKy>UvI7|AtIO@6F@q4 zj;&u|P8GnwrOvr97b^drkighsNY451#~qv6hq$&k>~{$t~HaxM_zUu|Up* z>c$YLdhPoI2aVhx?blEE?#s_fv|RES`+}|-3&fWiqyXDPZ)~B@QpU%}uO0b5I?6&} zY!TZ4bsqJh>ctB>bPL$pCsLtVTH_!QY6S(%eY9&O2p-{EloKquMr)1oja*qE^`_+T zCc7;4U*MX0*x6Oz7!Decp@zd7+VV{_6|US1dU5Udn&brwJ;A z$f3K}&RQ0)%8TAU&rfW}Xx3A!dYH3oDC^dgzS~M?Y0v;>2D`sKL3KGfIR-7S{>F&r zZx$9FI5L0?M=@M~tUMMX0!UI1mWBv*f2K#o^DL0yiCP@*z$!5>v%r6gGj=4c7bqAh)#Xn|K0dLb$5D5=H#mf~z`#MAS975@ z02>vBel?#4@Fr)5`E`zuqI`6wT+^6b$G)Pov(E|zQ*IO@nG_VQj9hy zapDtM35?Qz>2Fcf##BLIDx!kJ@3@Kcsm8rslZQMxp@^Ufl!%rXJdl?S*lkCEAyk|5 zJh$Hybl_ZN7WZCXcv!Ir>NNT(WF9DG+8?6w`S^?DeRWKf7+F{HZ)6ehZ)D&id=l$R zvLETT1rM!cUBDM%KH3!ZV4@&EH`_Axg-MaNg!iqzOIX-#>4Gs=kjJ4|Z zm#v?a*}h#9X>wxj*Qp8l%gDmPdq{uYmYw(V>0_}~aW|}y3c#Ft5E-!CFPxkM*#*_7 zK@%YIU7jvNmlY;7kk*%XU&&WseF@dZb;v*p2#$S1Ke~;K&`t<8u{IqB;9y;|hJxvx z@ZL78AzHbYJ*h>aAstsi4~MfBE7K$&b@0QQPjIAVSyu2t=en_u4(@tP`cVA+mlS8r z*KjxtV}yZ~ojnMcbK)s_3{`+2SPL?wQrjpiBU78_?LSxAKQKVY#KdI(xx^^hMFQh7 zPasJ>W_2-Wig@K)_vvU)k(=71ic7Z;|J!>+7|ik72%vxEo%*dNn&* zI`$ZaJl%cg?%g`Be+~fHA_ZyXoqUZxRRk2#O`s!~M2Rg)T^%sXdLYBI&>5RJtFN4_ z#loxPWw_uE<^D3awAznCFTfel8KkS2!JAOeBsTE!PJH(0u0l%%Em9K2PFPKlKJ9nu zj~<2MvdK^ziNAr4nVTYTDh(qHI~EoeQieDggWr6J9V_|%^=l9kJ89s3`0#-sTF^z} zA0Pr1o|mmX6WQP^;L3}>x=756MUjRVkYY!fxBMBb3;w6hPs=WugP!4Pv~ohYjuP{+ue7`QsBGsPH}N@@@XV6_)Ju>qEaw+ z#iQ^@0Cj@3(NoA4;o@;-qmAR@CHxnV&4_a(D=Ul4n2})_oDhS~FC}hFAgq1!iod=B z&ln_4flxiW@ay61cgdi%WQW&R!1;(GhgRiXW#4uC_U(K8^yx)3rNBA2xn;Y0c+`W2 zN}p=p0LG~fXE9MdpI`Wu5|RdIZZH0A@O@^Sg#&47{Qmu$7)`<7HUeM*w-eTe#t1cB z6X_0I+bkG>ZWbW-6E1k*;6dpVFV_&l2SRXjUh%}qlh&wgm`{o=Evt)Ho$Y^Hpz}DG zX{|K?VzHkMH3cngHH7dR2$bRd0OJI+k&X=>%m#+BxigV=9qQ-S+Moq;aAmpR=OJzz z)9W&f?^jFBa%oQb9m2x}LY=0d4I97dYs57il?RZ3OmSWL#usR1K!CpB7qaafnI%G! z?uGnr*P0w$a_50Nzy)zX4EaiKjj%Yo-?haNv05u1uL2J)-c-2F9j=Xm`>>#2^wQW18D-G#HqiTwS+LR289W!v|hcawq8;8?WDkU>Tqac(*1VBTs~06GDkZhhebGfT~G=que{}xkK63u<8fCU3NgQa`Ho&zo0BX zcNXo3K#+ymQ>`{35qbESHEPn(xsXp+_>_+LjP1Dgt2FV4!cQ}r^Tc@cs=DV6{F!B> z_aGN8*uJj(FnnE{RR1Z1+GajQsFrR2qZEp&%wEML(Z3Oxo==f-%VHtdY!3O$q-B>_ za4=QK$L~$wnqWGcvvqL5ln!QL1Cvp3lv zPN<4A1kpd#NApBgfQ%@>SvOv@TBQf%Ri=pjCTaA5(w&H%1K_XgKcVFBj_wOFbik^i zmtnXCN_h<$qQnIR^e)uk$J24*uZz3;;=q$~7^xvE&w@Gs=cK_eKLF;wpu9~Oiwu&b zL9(8`Ju{jH@V3}sXrVjn@Hen}kbWtke~g8NlG@YWzV^qDA2N+9UcVW@fwcgft*opl zIyySUCW5Z9b9?++oPJmltYEuhYsA))15Jz(2=mbLa^;~9*^x+1n}mck2g(6!2=)BW zgoD|rT8zz+(LWDw7!X{19pn;V6=M@`}(BBkGVwq^_z<3l~) zzFopUsKfdLxlJAU1uq>RYZz?>ri5e9VsYZJCm?g?OFJO+~qmV7MZNG{R@2qmj+( z@iIWzVs{aH-gJCk+hOCh6`lAg{TNS{SL^u3N z*1#ue*k*78ktbImd-*NSor)hRDlA+akVgEhC2H8so1D-C^`BU466{J^6DVy?aKn+t zk^S}Cw<92B!Ckz<;ZuGUq<--CKr9qd4%wo(8!#QgjM9V#8H0z12RbYCpng^8k2(=+ z&u;evePcu5a&{k|3Mu>kxrB;BDj1O-5)Mq`cv zQXHj{w9%nu35bd^fGNifN$|lvMy9ME9=u}>9St*#RcI@~%ySh(;y1*M_K&(BysMx; zbY2Nf(Ks=p_o6+Y2n{GrFNqqok>C}gE}+hD!kmqe$34qNRKwfb&%R04WI}VD6OmO9 zR!P*6XT`Q%--)WWidb<>g)_A*e+!XP0>5F!$ApX3#Hg3D2cs45`gsdUxJG5q-%M*_j(6PMV(qE5s2UOcjhy(#CDLt`;7qzu;D6)~P2sSPBK?&V# z+zQDo=2wwhiW8^3dh$imP!*(`-o+lV!dxcV0V3`-ukuYC0RD58r%4fwCZ zP%^{4MG)#tut(0$%^k14w9>g<1#Pn8@|Vy2m&)I{ZHHYK(^r*Q#|~ z;|yUNr&iZ`4rhR<_e}{(>v2KO_9cLI0y+Nt`9sG1@%R)9z_1p;4-q{rAadN9f-|Ji zLK&tSSlEVg-5@`=J8Wm|*2KA$yM$@0uv4cy<}BIVKOZm{Sc6`X!6KQl@m_?iC!BW~ zmJr~t0I=YVTlP)PY=_MUE~CNjii&scI2n5Y%Amww*U1z)xO1L}|-UCl1+b|s6)D)tx)IRP4fG4Q~7N*02 z`G-Hay?^QAa-BTHe z0r1;uHTNrSV1gKo_W>>m!8p`l{*9cE2$Z=t3YiDt6ZY9_T-Z00gAmVvlsiz;3`G(P z2$dwt(+sNva2P@ws5pXgpB`d(7jn{=T<{=w1+x=9%LY~ailUOz#K7zIMCfE%yR8-r zpHl624hNf{N>q;YHx4IGtbpSZB~d_P#NU4&AxlfypyFqdynyRQU%MvI{`Yl;@Gccg zOZJ-TYEr1^>FLA!fegv4F#7QuXNsu<5)%ao978#)MS|rxW8>wu3(eI;Ojon2841BN zfNUsw_#tzKakkhoJ}xdgih=q7RamH4WP|9?egDNhPz=$wxjtO50CCFn>4}x(yx_9o z-9iUzkGJ3k&yayQx&J!~lM!?8-W41uO2C5$HaY!}`t&ROd`W{8Lll&Nyi+ZGfS9ml zr8YSn$+rt6PGzh!>G~`!{zaSYjw8$AgNF_^yLG_alGm0rjxPqj6((0Iv^Se@Zq<8_ zTtK#rZDS7jG>%+RQ{}HzP#{&nSqwG7Du08a5_|_5zXUSS1lpt%O3iS6kP$s;t4a#` zHm|?*~Fsgh7w7rk4Cd?`efBy=7 z;m3p|rN_U1K2@?MP)5T)=)$VAFo6}+wh(HBa?{(_muz^Cmb^A1O#6!5c4F}tI{*_I z2fa?~C6lGUGyE|0iIsnsl84(7e$92nVTw$$2@P`?V1r6acQ+>}i5q>v041WX5$_=Ji2{DQI;OSqhZjQnv(KuXU$WYUU?i4oK#|604^2!5FWBt7qkOF`4;Q} zzzf6+d>}!Q2P$tZ`Yw9t09ed8o;Yy{iV*QnV48x>e-GtblPMJ1Rm<|JXK`w(5S$#O z!4CZ|JkA_;7uY|$T#lKdiaa^_dfmG$v%}Vdg@cU&ZK<{`x&lWQ`=9hbgmO-r;2Sn< z(8I1PdX7_|!&KpmNPlD#0Tpf+;P&V96RYPy{Cpa2@gP-OvZUK7AMgfQQ1R59 zo0Ajqu47XO)_VZljz+^pxE63bA;i4ta2RO{Vrcx*jd%uefKc?6D**t=P*23zT25Bl zw}?aR*edWjHRMJqq(&P%HP*pY`IwW8Q=&n zupo(+WDsy(K&2$K#Rl7R`61$@j6V?*hf0DHaxpNF3MKHtc!B0I)B#OU9pZVw)k$Xz z+Tta6F9C#t0exO}ZG)Ks{z)>CiZU5s>Hn8Ah;Eg^zB^EpG2lqx7T7Q*r>KbY2qRJ% zF@OCVac|Ip%QTho&cZ{ zL^2IPTs@vLI6q(RuHpqY2p4n|bY}Kg_`yBv`S;Iu1QfU&w1+cK>9?fVAgSyh2GFQiF@%ip4)nFeDLcOYI5cVo2%LxGibW62d#+%rbm7ie}7lq<*5q zA~hLVv0JYUR)e-fjb?WxUi#wfE1V^ItATM_vh96k-`&?gtF*-Kd<_Q2RB)Z6f*So!%XeD&TF2B2 zl2aJRh1Nn60^Mr9ySZLhu3Vvd$?wU5x~hPQ8(Jut^*Hn?UT&HiGi$mr9ew7WUHsFQ z7+Pn(IS!1t0KA=Fuk63bOet1w*3MVV-Pk`jwJ_&G`h_SMq@%LSb@1BRk7Ps~=Lb!H zwni1u3&4Ry9P#2W>|3LdUMMe%yUqB>Xs|%HP1=o(XO}=?s3>43dovbLMui$)>d3Vk zol{Tv<&0)0`X~*)&5Y~2ZGrU|!^vDWcU)WbhB(GFedD;QIJqN0jO6rmm3piOqie{^ zLO1Rzzsgk{O+S~5Sy0ztRZ!pXyZo5PXxC2C(L)AmF`2iWgKOrA`^XV8s*K!rVew1p zvuBA2?~ZccQVj}rl1uk$|BoMAjwRs0L$rq*%+y+iM8>-6zoVabFMzvCNl8`W#ZR@3 z*griqkT}3}}gn-jqSZu%nxC*E=VCIK; z7?>!{?%tfLkenib1V&uEdkWwP8ZVULP100`D76WS7X%B&a4+EAs!*)@6ftF@F%U-s zhPt+U{_oV^&g7&@xNt7;t-kh)AqQ=we>2fYKCre5`CVeY_Df;YKM|P|y`h_SO9*EO zi;~hO6pOmqqam{sYX@AhZ1sN&5O(Rdg#99&QNDFGB!(+=LRQh=_y*(4*2#~8i$}y& zb**DCGD3@9?EQf~I6HjoxO1|3#oqW@in5fgGNdCLuHVCUtL zdYN94`<%~>@B~D_ce61}BRt0ZE180WNzH#@BGfP*KqUzU5zupnyy*bGCfEnLAmd+x z+vqBvQUtNH!1)X7+4b7<@8Rr4ALlxQ8Pp|BU}RXv=|MTe#=aj!Hyoc%;fv0LBM%mj zYQSB*Ur7U&_=%q%Wr=DD{lm2A+`ZZY9Z`;m&O4T*)e3m<27tV)+}C`_2Wzi$=_dij zc*RN;L@h#7!ApCw0;IeA26I%PHAk%HNn%11pbF1aJAVNs<+i*d3p8acgpOk8FUV%& zpg2FO^C?#DfivWUA6;McK6MI*V4yg*7_ zU0o3@lMGY<5W_iE*J4dafi;QP(9z0Mhc~`9Z_gOE7H@`v3;lYB|G5egLChr8Lj~_0 z8Civ?GmFk2cqJC39b(2JGXaEfFU+2YmP&_<9DWtIkv5P3xU>LbcD|%*mUd#R+5Pid z>S#oQBsmMAO@{Lq=Q(yO|Hk>~p657t)eRp|_;p@x{W>xt!BU~xe7OWKzX(8`z#9X?P?|_0CjbTg!~R{zKq|-- z9}*mC+7i1N0{JU~P!sGbwE?lsi*rEmJu2M!$#46}(MKDL*lONMeS^M1rJ7K7X_D>U z18~xYyG@zEX9h`U&`7p>m&Qs4Y~fsH=M*=t#ej)4YHe}IDHHSnQC8|v%^u?^eHLa} z0ZrA>HYL*}>8G~HqxFfc*^8Ma9PALBV#ro>C_lBRFDIrwiPjAZFCtf>{39Pc`!J9Q z0B7P!RmlvyVOju0-Qzfd24xMZ%_(-MJ1>wNd&b6AUJY(JM14t$D1^+n4RkGF?#A8 zbq;TiN$#?E=0rtCFU4mgFhiv#uqKQ~=e#>+q0#;b9}AX9FYy>-K~sBpFub~YnVK!X zxJG+qGF7ix)%@QJP#Vn7v5WMd#889h(xOtp#e3V29L{&_J~ptzSm+=Q)8>$mIIWqf zyvtM2=@?}uFM|+lGxU)svkW4nC2z`?K;D3(@q3kz7WqqhHyDQOPB}2>H`|h7 ze%t*deRT$|uKBeWVE-`o zxUNm*6N*PM2*CS7AcsBf9rDg9xqB;@LLkNqlnOyZxYBBnqaiIJ!YvT_8zmf_HrpflWeGkr!6rBguu$$b^5!^_ z&^r_Yq-ZJ%8vlI|NXcsu@kmbS#aI+|1GSK1f~m;jVa5MdNG$G}hcq9v^IHj~#n@C3 zSL@(?L#Ja|RYxxoudE>hnc&n!{UC;c;^CWhot<~eqG?~^wP5At<;!-Pv?A#gspSF0 zopuJ}w9Y5p7IQ+Pm(6l1@fu~>$U>a-OccUT0hNOxk@oi1gaRK&e{zRVhc@)qs~dJ+ zMBu(O>i*xYft*9(1%-vNb{^+Qs}PgC>1VY-*dROL9SpyHLM;Uwc)PO^FXemia*k7O z5BoGY{3`eg?cux!^rfNTokZdVpCMq72|YqJNJ%X%C-;OxjkdvKGWd$_9DGM%aF1?L zTrlGUnwQDth3KAUUbGFb)D++tSn~5TgGeK=hM{M8IP&phDP-;{fLQD((lH~L%jSkh z4<8cOBQY=k>qXEb+YpY0A*#7g9{bMhKFw8bgR{{8@6{`uDP7f)6f$v-N^pi@0;-D? zW={xzA!t9X9A860Lm~6sE@-~tGL!IcU4kip0ESKc0_nLh7Kq?Y5Txye;NPx=Cst$eXwc2up?8l+ZJ@onS#~ zJo@M<8o=j)7@+piQm#SzL#S8*+YpY3?k9ypUhV+Vio63gd<394oQj5yc>VjlQ#n6- z?6co}ny%ah3;n8cISn!%!8zqq@ngpD-2&Q6<5N?0q!)wP70elt)&VhzymMDeLSvN& z5<%?jOg2&+NIV7lhmKA*y98YQK^7zT@diw^5r_}^x$is|-m6M{Km_eV%4_Hv0FQtG z%Cb27bv0ODA`CY~j0V&FmLaQx*IG)lcv2G4q#}JoD9zY7c1d{|nHa_>3bBvCj7~(0 z{bQw@3-8I%beECHPA1G~kH>W$pY&P?AavJUbjMIniQqvt7TqkO7Qil#srxz+5Am&l zJX|eZ7Vt8HE`J4VAzTlAVbNa+tvLF7L^%W@jzIz0izREt^fIJyPET*!RT8-dsf?5! zFe$c1Ny~C(FeYLdg47J}JP|1XP+@$D^cg8lDZu@ODxsG6E{_=~4sm~N?sUZq_iV;f zt#w^1#=ym-tZNzIWFv?YFBpA6k_x^Jp33z6L;7PmY4o!?$+mFj?;q=~uBPVQOq7yO)C+ATiWf(PYaU#c2Ij*%hLC>EP>?{Y z>X9|TC8EHG(-jvYgj*u6T)F9`Xkc%jrNLthafFHjC+RmabTz&2Dx9ZAkU=QbDjzZq z1|r&n?im2^O@*}xC2WJSO=EesXwf}JuI^XZ%EX;jCK@K@0SQxh`B!>JWJClR_FVRE zKLM_C1n(`6-!Cr$AX=F{{HWEo$H)a z@jRd5zVE&FT5GTUDOYcF4ZbvXjMVm^0U-bTFd25q&W<$OAca@gPKM?Z)a5gqZp}uh zv$DnhmFI}#yxsH?rx@D^lP{`=HBe~<)e{#_?3ab81b(|j(cDi$IxHGrT}E~I7Dpq> z&#xUwSFv`W-BbIc9Ei$vH}L>~$Y;5bB8nLF*=VH9c!<69z%}cI{;q-N%AHW+T4Q39 zJGqr5wLVC8qg98aFV;S9Ci;yKz}_8-$omcf4H9j_-obiT{X`B9wBwMopf}13UqVbp zDREk+iuHvL(1&l$OvT*i*u_*-jN=_1-M*2qFYxbNcjw9e{ z8E|@^J$J4hNC+Hez3`Z@HVE2%$pOZOlHxh9ktWl+2Oi5WBRYF*DkKospy8B$sHJ(3 zOXpyExX-rS1o9@}leB_D$KWM?&0ME{^4_;9%GA`3Ot>aOm9c&2P9k-OH*b7ZrcA2v zUX(6~%tSAUB>N(1EZVp4Lz*AbYJv?CQ(U4+!fN$(T8U?Q3%9Kh&{vbN0(hebs%_GZ zHwuKZA3E;2X0Ae1kDH3IYS*x`vO*Q9Tz9FY1P33A2pPbZMA8agnCvfXA&;aa^V|`G z+l87H7h)n6*Ri|wNUeTLYo4kASi`@Pc=#PCyY9p4AQ1yZFCPsw6zJinm3{(M(x_WJ z5m3=Z;fZ6;H8mS}D(rZDfUZImmeIQA-eMoFuqR6y8Azl=P_1qXSbCJC+D*uY-Wk&H z#K#%vFeQXNC{@KrJvc!TdVwfc(VLx^=5sn9O8R7ABtw7MsPOPqJ02#Mt`7Ih9{ef3k&}f{ak0hOG>X`4g=!8rgoibr}kUoXBPWzHrT08 zqHl6vty7G=4PrPt=o5NPZu^fOlSRuE{ant>A2(`_KNmz0PsnVAqIZe4KfgX$g+8t8 zOx!KM@nOed$T*LJ58l0YRl38O^d!^Xu)B?ToT;Bj*9S+OMlSnuyQkL`4vUbUtvTbg z0)IGql`ds^l)Q1(c0q-1*nZOT@yGnmBOB4sCEN7c?zgAiy)^^N9|)%en&z&A>lfRd zuGmS=?ZD}9I={yfeGbr>uvqxxVQ1&;_yl~n|D2g+jV zpP>VD`AuKngCD}G_wm*M_l&k6{?#-+HsS-i|5XgSZ}f*TsT5_kV)^aBqe3dc`bYeX#gjGcsPm{`RgV)l&z{SG}^J}47l2?s&mvZ0-0OMf4P~ z8Ujpm5gE91u-0dY23ydFAR%pdi{YIxR8ZfPWiEH6jt6gkI;~zDpa3ClX`8N|}RI zKuT{QvK@kBI#LY69#bcQ#GkEy!FSk?OHfPcJRS)Y8oV}%H@&?t=j4bJEgPE&hoF-B zk^ooPY#dWSjJ%NG6RH_abw#jGAetfML4KrH8_5z>`*8}__CqIC^p=*Y`S_wC`yrw^ z5ekszauUc*`jOoVtmWi1G%}(`4oB=Fhq5o zay=s;;b{W;(o(~-XKBXVP;CnPaaKbE2mWos8Ie>DKG_YOIGli=HeaC zTw0&x9pI`3Ka2IGP#+p(9UdOu;V^I-SeJ6$X59F~!nqrV=956tSbO(G?Y1Gw7fNl! zyKO@k0SX_Y3;`f~7^W`72oK9rAutbJ)kN2T4PXTADQP@}W`($3dRrp45hWEdVF7(} z5|S1oTf#&2LtdiLGXh@p-hQjiNT*wYRG^rq;gnOuE6CfyMy$DiZzcxYA-AOp?UdLX zbQE~46GjdQN$`Gv#X5zyAq}%|n8zVALQz26GEguj>E;ak1eGs#a9bSUqSw*nCVwt# zvx?)F)Raf*5C0s(IqC~{ND~+q-iglvDhEPKfA>;^m!okKZH)1vNSI^hfYQk6R|a~%LHUDRQ0x%Y4UO*|^@Vuo z6t&x|`nL8K?allf{m6PoEkXuF5MUGSiohP8>gQ;0>d=sHZu!U9K+9popsGGeezaFk zT3Y57%{iEvvTC1!1W_@-4O)x>NO!iM{%~6t0ffMt$gqzSrn$uh)F4?MaQ>8IQA5j5 z&gdcW+g1Ylh}?7Zpm#86ZB8`0sV*B^#3i;8i%<2!4pKv``tKT| z2aZQcqB@QK>>cDX+JCTjN*tO>0_(zX_%gHs&^R%Hly>*^^;IZN@XyX$P@J1I(3|%- zP46ym)8GV_qO-<%Q`3-Scqzvc6NGt?4Z0itfk#(xQ3%2qf5odyrwDxjV24Nta2THs z^1XiD9fx0#kioXJUZ}GucjyF=B0N>rJFa9LG5a&VGKn3RW}Z=mNb- z{MWHh-VfHkeEePAB_<#)c4($YMOk22>E;S1keY%m8U1 zAS@0d#}Hb<X{&{i3NHnC8 z#tqt(CPy~@dGpYElx5*U6~moO1^{nZxewexE5RhrB4WE$94xdLL7I@};L(a~8psV3 z>HVdz3{c;Y-X|;@hzeKT&-aC0^PEHMo${*f&5yP=nyuusVnnZ+_cvnvMi3s*X;Nqk zCNe;v3fF5P&{#`45peCNn;Y(NlNLQ3U%+*Eybdsf+fNlIW-Uk??lSp8bqV(Ku0q3~ z-IXr)QhH^|6d|B^hJH1|?{#HlM#}PZ4DUbA75OM_KtF~<(4eAvEc3gTin)^^@AJNU z=H}-25H?7y1`DabmU<91RVL|)(uz`BSc|zMS|aF^=?}yz0cSNi^0CC2tnHcEROBDe zTC`rJrhVk3t9@Tsm~Uamc{z!Oqa`qG1B{MeJ8I+~fe5({eurfKh?!Y@^-B=@!oek{ zAj3hYDhO)7cLUHy6lb@jLl#REZqmsY(eVaLv{>~ipCv~XjE#&UD{OJqs0s2Rb-nhOht}crch?@GE;9soNt*vFpP!N? zrL2)Ca9{$hEZck}AE_AKH|KS1ETt!a{2*0j9#n=YtRRt{vuX^hU~Jv z2t5sifrtUnT8n%@3fUM5>rb`Qn4kwhyY?ES2ZSF(@MZ!0@g9c=50?#3GRR%xX#on= zzQ2`@_#+{A{)&nToaR5+|C>}?ahb$ZB@{+@Kt&$M#L&{Ny?a+EEmv2T7Iz{F4fq@2 z!7}dLnQCDk^S`?%Xt^Kg!Zx^6rX58_1C{e8w$H?!337|qXfJ_Ol`!5Ax}lA65nQiu zA}XAwWJ>%ur1Ux&c0*{#V6{1giX*U6oksZRTP{rtD_N`mD?CYn1tXvWn+OUD6 z;y=B;ky17IH9{x?86yb=G1sHWn|TiQ2(R-i)CI?3Yzwa%s70;-m;As%Z(NDncz&vo z*vgQCpKxBt#)usz@>7Mt5rB_aY${2*`w0dJ7!Ai;J~V@{1_(<&H4_9_k-SLKSq0UT zA(EbvmqZ(ZSAZzZ2*4lCj)XlW_VAD+eXA$Yrh?dtpv1+FeM1g?c;_t!OneZNmr#I) zCJ#^-Vex}vnwYfro>KGlaMfcTcvU?ndV-ztYGg8(It`ypGYcGTAR2Q*Dhz!=m5Gk4 zfc?93Hjlw9hM1rbBM5Nh%Y;UL|9%a?j`TvJD;H#KgoYEWWYnwfYt8 z;@gfwB2s|^B&~d2^oO*=#(fWoaRFX}3c)R~zJbl4SRwpbbDoyoJt$aF>qj|~&m+<`2+3{p*4V1w}+xmqNO{iWT+-3l-kY1V|)W5?&GC$2!9 z9UE^J2oS9R7!ySy=MFqhP-yCd&2^8n4yaFcZM<{$2iACzZlAQp8zR5XQB{G~s2bj) zs`<7J_WP&2y^Bw?sMRv~a0Nfvv3GCqzH);yAAR=Nt&@oVoPe)`nQ{%{F&Tm6uV~jw zh}RCpIDo5|OMptK68Z}GI;k7Epof|ICUV&$)^`dka$bWn>S{USsJllt=L|?L{z!PA z+&~$fkhQ8HA|u1$PDG=YaoY$!(z2<<@bqaOt57Q$qDBGkta3IiKR;j0;_Cx6>Jm32 zbl#vrcyr#-$tR7yfkniOKlT+#mE0q2j$RygSgjuot8t)Q9EbRs^N>|af@VbmVaf73 zE-sFdg+-(2b~CKL;^y^O z9vZI6al@L7YG7>~yKeZ$n7GDV_gNK~lkf-LM|kIlNo@*4kGNrUk9XFkZowx<`G=H7 zMn$b>XW|$SZun?{?h9fjfu13pKU-bR>ub@+PDdeS2+Yub(O6u}-%^Oxvh=J15R8+L zuc(w33(wt5_t+Fp@k@}lBTmjoEIkBP^xa-b2#wpJfJC+|Mf$5yn`vl-SwQCU21)-( zlx4{FzdIyLqAQN*;z?QccSeA;8jNo^;4$36Jw+$p9r`f)(M#dd6=e9v2L9FRe|pVM zo+K08h`t=8JUXL!$k;46e&KMV$KQ~zxQI?PPl=W60boRkO#uovlK!9s4?i=89t4W= z@bCb|uf;6@ksF`z9)o_6~zg;u4O<-SHs?kvj;I8PHQh^TG)-an!BcP)+6M)t5=NdE?^qOTzJ z0Nuo*pB#6)0Lqvn_xG{kxvSdkl$VEcfiNK?5rW|eX%EB>BCVcP6Td2>7LZGVzOxNl zLQl=UV1kVRZoTR97 zLIzX;&?2sB#4H2V95Gx4gxd}T8=$OO&t>ID`~HhlUAdj2HD^4IjwWrC_$e*>2N=h8 z5F!H=(%cjpTD&N4o=Wod|3IE`kN5iL9))#2jy^^*eQQf!+I;0pq9j1Q@+2S{BA0WJodWIOh?RHBx?PlVf1 zdl%+}sd-Jd4za)V?9fF*@XPbUGqKXf(d0$!oo}sOh|-R5z*rLRaX=EWHJ}jEXGh=y!XR9|deu2? zAw|k=QZXWvAl*~Qou508S$fOsblkare-RjIVk}D~UQhh%a+A}iW6gp$X(E}viV&h^ zxAXe-flUGeilgw-LK672A948&WD0E{f7!=JT3`QTh&Qx->((RoNJ|Z&`)Him!^ONp z`>5!K>Dn_jriR~Ycs>8HadHY~!<>@*;7Xv!&hUnOQwY(CP&S4ZVwGvqzCcqmDAQnd zr1PB-D+No-lqK#<+_&%FzrWTJu*eenC99z!g>BUtA{_99yIsJEKS=$)x}d}8P_`JZ z@(a2a)>B05P*CExcK-&3bwdLK{-ZZS(HZhoCCcj=UjG|}ZSOtMUTDWRBN{N$F-}cQ z8NW0}!RqjGH#8;LlUNy25M3Jrtnq}1k?%IF#w#Aes(x^{u8r#^It_X_;uE}knL`V=V*k*$Ef zBV7Sd83O2LM|pV<(B1*p0N1sk@P;e$+}wVb1KIjocQWr+DGp3QOzWZ9NS{;wFJSEB zp;KsYfZ2^)4LafflIE)2r~@Ec>C^Qqhxss(8IGQT_yIzV^=RitpNS+sqo7-QBEw=U^Cz*mfgtQPvIolxeZj;{lh_F&XOSYh!xErG#2qK@r7P(Tr<60T zP2+4Ljfv|-f*{l+GLXK3c^ocHiGQkfVj#lJCO5as%YY`8S zj?X{;Sce+QZyQUwyeN0{0crr$+dS(Y9;c>S;Py5K@@O zmzv^Pu~bf?IOzmOfs_Dft;eh+=%RUH``L3_iEhrjFcnWZMogJ9oezO3aWOB#gxBJ=Qn_&nN3p1>b*Z-yr=iJQ zhFDiVxVjc%2XtsL0;ao@DTD@xPhW){DnEUC3vdAwT+qIWlY_voXy1r`(flUTJI~68 z*Q`hD#Hb#CdUQ||4?`k@Cr$Rp4juzLd*unXS&aOu56kJ9n!l2^|ILsIUxRZxF}F-R zR&7_40t6ud7Tnc0K6Bu;)sQn|$A*N9IK8^D0CbYwG!^PET2fu-Y z5jsCcWK1n$67i}llPwN%g>9ZL{U&4FW(Rc}uU_UZgzl}sx0_t-a7grlY9I;_AvAlKVoa1cK)-;XGGL*S^^IKU%C&0?(51}3 ztrqhHh^h_eB5{(#Xw&&PW{Dp>e(Eg_RjgCyOQW1HLOg~`2kn&)p#k*h@a5fyETUl9 z0Q(-BG!V+G5s}DvR$S;D=M6-sOd4$NmZ*LybX{24q6k!bfqhgHuJ8 zaR`FOdIKBtlh`&`{3O_t9xBLjhzlgtGfxis+u0}V-RSy)3&}o(hP}F$n->24m<11X$F;! z2wW@+7A%NsN%PSBuf+h-2FGnB45o93)&XCx{yb}GDI^^KPAQVxLn|uOm(C6;l5u9% zCH`(VZVc$zq16M~Ea>yW()H<&v*8f;262YakCKw^nPFiBj?VQD+q>-qw*O$TB7yujsqTs`zjt41)PZkoyVhN+VNK|I=d{;jd|2W>rI1kds zZrxcyM+9Ouy_nPd4<EPNu5 zg}JFLm49=$>WNVf@c9ugtmsyeA`rSj#ZMF|7u6tqV* z)S=clE<1KCepC64uRf}E;(6GcOg8c`pOE9IS+1D7lHFaAhST!eMFYtNaa+HLRALm5Ypad|M-?F!}Vz zU;zykV*DUG$_aZ`k{UP+et(4LMf@C48hB%^qbPK7T7aVEIpBxGVv27I%j@pB{7L-C zb<%+hNMyTny=r9A9610*TxgIGF93W?G8^W{`OrbrO^F+L4ASOI8O;$)B0;~_qc zuwQ_P)HU>;7t}>~%jw}*6M?0R(EXYaxhUS9Xz5Wg9Q}O0oS!AnKnscB4RT?mH3SJE zltZMyj*tV`O*o(+AvZs$ZtxhhUGIp@E|TIkkO-Rcr+KyrAq=!b#Aa{_M# zlky0?ikcPsA;8BFa55!hsY@7|4L~*$53?wF_$5+ENf;S2+-#NWtXu~pqoe168$tGI zi1QHC%K>tx5zHkv0#(hdFjX#%f&O5G_;yftiOO&KYKdH$kl>se%h)PckSWHk<%$?4 zhqtND8^DUlGGUR+Zw|sQ_a%%5Cshauo8EQ!y8ZaVRdusJ_Y6M=)t$qwnCYOWPq#*= zZ^92&66NF3_|8)%Yj)mu4e%%uETO@WDwkD6CgBRzA%H1`cN__@XR0d0eKejo7v_9K zwlDRwzq_w5`3*E9Du&7<-!uz*w?rvkIMsQ!qpw7bCTvm-(B6!}(~)mtdWn#Ithb?j zwCMT$D%woW>(>Kb+c{y}BzD9i`wqF9R3EY8R1~_x(T5Z1?qYg1L+FDsoIwa;{ z-lGur89X%Uu7@dh)5twefoTL(K@<;&a`Py(Msbp(9DTm{J|pN_zGOS3#>eAX>CP?) zY&=QNHajGu_&suYyuwWwOC6XvKg%EU@n5L1&WpXW>LN^~V zx9M=0wlF3`n>R#yY+mB?o@d2FXr@rY(jo1?`tqeM!s|CQh|y7y4o80vT5@MI;PExT zx3Y+6=ik`VQTf!z=&}Yz;KiP8`@z0}Kc1=M(`6`!a8{8c{qY7!)acgjT(fV2SEKC| zA(o-%>yQ1l>{iVp}vXb}Yfv1KceLP65lNxKZjIbW#jawqsF-eGd*CawLz6(Q)+ z&_KZYHB0p1;Y}*n#mom?aTQY*U}{k-3^4;S{f~~0Cfk7jGwt-bV7A<-*>yJBp>z!_ zKCmAZW-Br(!g5XAt_N%MKtLVRMSF5JlyOLtm=vKK2#u;d2TZnLCcstiJu#S>Erl#5Flch z0#7L)Hek-w_GxNiM&RL)FaE_-QS@P{ z(V2Ir7S*l2{Nlz_Df9J2S^7)O6K?nLMu8L3Hme+E-m64Zg`v}(ognsbeRGp^yLN2p zT)s_0;da6=+$ydv%UuUS>!SLfB1q4c@oL1gi;0O{9Q=ON+XmWrq>}GvRn}Kg0fMW; zlwM!jVR*+ed-|T2i`E1F7p1ugO1A?`e;Q%JxoTaEFYysX{)i^bLgJNyeL+Xf)rFu> z{vn4TRCHR{)cTr; z|Kmevm=@+rQof8fi7bmO+jgI&T3K{i^H9(v+5dR`8ul;2Nm;#_swGD^-^GX{UGZJi z=voWL+&wR;^SgOc?;hRydPP6Cp0>9pE0zl5SJSGrN&;J1A^L4Q@)Lb+fyyo739 zAqJbO&&%dzj>T84uQ@GTRJ10S!5|-DJR_u8?|Dm{e6rNX&7L)j;_MGm{ZiZPI5iW} zR3#!_o+;-ly|?2KiVqEl@nGai{9sH$nQNnkJ)`}|=1&}MOiWD0oXqR`?L|g&UvATJ zn>wJwH!+~gm&br>lVCBsW_tX`lVdkmea;B^q;!LFPmlHQn;iFm+Nc}L%;)-bWfZg= z930U=BH>#jZ{Ru>-R#&cIQ3J>Ek$&Xn3ygqiqx#K^WRn0Q3cuSN9#>&B65D-Sba6D zq>;{+e2anF{6c-@)7>>(Nw?qF0HFD9+h50F!s!wn zTI4o8_`q?fQr37+Sena(Z5oQZ>V0>M9wQ0ZH~A%9zzCR*JUYFfrktW;wVTQKB08|Y^)0HHzkzAdf!bV`f# zVOd#$9XnKzu*6%lh#g}X<(hq{Go5$~{OL#RZKfw3AR(7)aUQ%$Cdt5BLAU{TEC=+v z3Q*`S=t!=GWp)9se~e_x4A--IhtXA7xG0;10lVpf07nZCi5>p6=+f#=OmD72XS+J^ zB6MA9?rm{SJya;rmsJMuD>IbDGqKcxH+Nra`5*XVeYhw%yZCx5^Fw|%Y{hu~kRJG- zD&o|uhP?p?K5#zE>Q_^&ebCLnfTd8(`;XzGTEBn)?nnaHkqvEnG!#4Mu;P7ud@Su- z%Ed?S>$?nVG}$&>z{rS@L#G(?-1`Qt`vV_;`XT7(Did_;`*K*1sqaUiHRwo97U}x( zJPK$2_v(8{Rl9<8%%5kO<4rgsjjDNOc!=Bpj&K{Z7KC06P&pq>QZ22lG;nV*?+tw1 z)Tx$Mme;l4ha7x!zXT>c=iIn3mx^b1VZx^mT-AzriN2-uo^BWs)xx+f8Lki2PzDh zVxbw>)>CMf)&;=A|1sti?$u<>Z?Jc?OmH**SXnf=K}$i%llIH%x8(;e z_=z;xuk=E-e9UTmd%?Z(mN8%OCW%B{_Ew6wHT1CkeVkm5C}c0-L61qvanJ$HKi z9614@6?&O)ZN58yM-gsOG<6$qAbEPNn%l0mK()~Y5ZZC1$*u<5Qn(vYZhAP`El~R< z2#}oN&pO)AP97{uxJ>1TA-X8279KVX{SqBvl2ooD1}zblFNk1?n8C!tQe)vZ(O{Vl z=U(YJiN$aR%qQC|5@FkcrywWjlkrzI+&KMVyB!p}gZ3JW|y_nx|!L1EHDT z?3mDGLpV9GnhDo{5)2M~(@ah*{k$NoJadTYr6TqwMHT`a{Br4Ur7@s2Gfyl zGZQVgwI>oawH7a=%zylBJr`Cp7Utp*$dpgcPXm2uJcEYr z8y;8gH8N4uL;hEdZNx7|GeH9)0qf2k;%~R_y7X0Az6xITdiVwP(DeBR2zL|}E3(aQ z|46e_^4IqEK!5*8(Z1|KA3w>M=xAKp!SO#07Bx@;VzlkskWV}Q-w$fs&{*Xl;CvB*}z!cs*Vu}L0EfGSk%FTfDu8KhzQuYvP#PaUQO)ETz9 zPgxhQK8j=iIc8Hl-SWU$6?>>2cH@w0A0J3kXlSp1ZKr~qTm=dvb$nd077KN3!|cLz zm(+;s7mx>@{Tb~x$=E8UK#`$04TCInlRTIaA0XMtNjW$<^?n-B<#XU|`=8#isAI*n z$X2E$Tba4~y@J-|6P3a1(sbgBa1GhZ7Yn+|Rjn@`^ z09j_I_m&7{Y|eziXB2%vI)i~c6EkZSvr8oHZE>moEQ}EFzjNo2(t$B)NOfw__Lwk! zky=+Y*z#LELhJGOJL{u^uFVtW-bed|UX@L4pfj`{xcmu0uSzm#4}CAg58D^jBpVpu z9fCO5xOAMl{cWsuqCWF{kC?+jwTbt!de$sj2RwLaD_t}rkvZk~Rt0(aO1$D4ST2Z9 z_P+%_69_TsE(~jN87$o^;yU>XtG_kr5WVE8<|WQ*e#?3DDk`c2PZaOd=`1c>M>hPc z6VZJHlROA#kxzh+0blT~@>-u-_mpJKfE7NAk2FT%0Jp1VqO`sVB8-gBe`LnqHtA+E zdpAEUN2j_CX5z`+Bc~B?cwm8bx(oiDH{qNPn#NpUDaHTw!t3DLRoFN7E09z93gz-5 ze?a2-bFtg#75r~B%C=Xjd#HN_KRUTt^QiNlAz$U*?5YzlI+V8PC*`jy&SgW~r+H30h<$kWr9@#$?K zg6|rS8C^m4en-2W1TWAqOH^7H+|7$SCLPENF3_TfTGhICiUr%#{6+m>rY&S zWn*yo0e!xfhGM#P`^~*wJ?SldhXQo)!L5h4ARpUZo$Bj{j}UPxNp*R@^_(e&=kyd zLxH@)$TA+X_&9L%Cw{zOhy3uVjjhmC&dOflcKVo|=Ez3^zgE1Mmk)ouAJ^)mZx zoN4(-E34=Ig-c26Z@4uCfEzJJS{M)#FmLgmZ}CUO%wa8@zU|UcNXewjHC<< zlZeoKusp3gF~sWNuq7VsWv>JC+>bsX z6d=aRl0RdAs6WkAdyDkW`MYSRcYaRWh@abJ6f9U`lXJ%v&_K@*onKlmZq)HdxZMkk z547W2?jGDfWam7%O}k{P#Y#3>+T%X)rVqLKZg?cxVDKn9d_F@xQheU(Ez9266R9Q& z$Bx<78q(P>BsuqI<8IHslmMqk=PBFyv?NU;BXMKc?sGwaTN5BE!7=*0vB&&X+x+O5 zn5^z+RJQwGhL-B6c?#ux)xH9$znW=9J+eEuj6{KnKDU_!1WEXFe)nmRIeeIZ=gv>$ z-5X+QUFfP67N{;NyuXRIT=J~WoiP#CXuQZJYWwl$lcnx<120=ko|fU6^ZGSprY0ok zYUAR!?JTN^M$MCkQl{Yj`%GMd*ww$M$ePB_j|fUY0%C;g_)p7phwmY0tfAh$xpsdQ z`C_`iZ@;BYH{Efb+xVvkFQApo87vbWhZe^g*{q^J61O2FNCLn!z^m2V+}j*`jobAL zeqR|_KPq-yQ*HrDkhY|7V`F2!_3IC|xK1P<*?f0f%P^c|16c*+IUm}wvd*$sh3L1AIm z;6*C_4#BKKt{lk}$viAS3i=a|ca=GF9?l#M5Uaz@PJMhBIDlq^-um6tVicHZtGIMz z{a;8-Y#=X@I(A8ih(Nr1Gk$Q{^{`@<1ht;qDfaT#R?S1-*OA9ht^M(`ED_SV}3LdTKC<@9TZ4Ulk>cb`2Q3#S;k`0XvdzkkqY zn0vpaGyxLOLKF${3zEQNn1Y~!xSnx}GWd$pcF%K-ub)#pn(2}lX?M2A+^I$dHKB2u zcHo^mD%q#*%7f2;*3ch%WHVs;jP_^SCMH^Dl8E{QtuXL?OEfYv3J460Mq^dn!-taS zeW^r4FiPl~s_k%Ne+WwCCzQIGa7VAnb#Wr-1qIBG*#{HUU$LZRlp07I+%9I!-L z93sIsZM=8JZrF9iDVB8xSf^B z>49@jB}ELj!7wK!fC{jkHdQ-&Fcla(wG+a(PN4nA7I-QCUZY`8KO0+X`Zr#}T;-*@{gzwR(Zc&wP4X@(i#K?qWOO=@G;Aj*gC>m9pG5 z03H=DI049#SH%zX^p?Dw1eC?f+3@E}MF;k7HN+vZ67;RYO339x^QHi^Vu9DZ>FA%p z7Vr9`B%yKf;xjJi{)5PY<#CdZBS#!+_meP#ypY(NVof%kNN&JrYW^KNo>!+p5%@Du zOP}x4Sz=`RPJIgyCUE`|4kvv?m!hrmLOT|aQYlKf<$KZmV>U%hx`41e(txkd6 zWbyVz$WS0eI1Za7$Dh%`LrCV#FgnYuE+u+R!nVY0?+wLS8yCIuMUgD;vuI~`piXzU zZ&QY2tCt*YTgTrhX|n^8+yyi`uJzpDuheqflM1YGW7RKdS@yRc>}krXjoX2V0*V>k zNQ_ZhL~n_(mqOxDoioy$fQ`eye}BelGT>XFcZ-CCfxkM2$;5Qg$KOSP6!u|zDp!|! z?axcJt-tSW$1xIZI$VWnUQXiwB=zP>Ar%TVTzPD&(XvF4wZ{p*Sip@dAa1t-KJQPA zQiFLo_glW}-PbSx5LdnTEuF@@Pj_{uHtv=!v}D%f%VDS8%l!_^^fN2HaFJ8t)5+d1 zv=ftho1<{*f(RvOAUZ$&J8%g4KgLHkaGud|MTk>(x#NC!?w~R@9dmRoh*Ow%lJZ)qo+m|i!l@7G;RmzK0xI+Ni_ogO#NJrq|7XWU3S2tGB|7S z{`8`yw6&F#pk5mcn}^i8^CN|)g#)vi>z-usLqVXRZ-*F zd7(}lRpYS3N)k(vG$rcKeO{RP5+gC^iD6ql80 z0vW9)#~KPja;!DyWRdygXu;Nu-_vluyrXnJ%f8|@SA>#x(o-$8IwGTS>O|sag(-Ug zk)KG(+41AYIdJ~tT?xqqPG(uTT@pR=mEdbjunIHr_h}fuzKMs27vL!tE;xoNW})nd zAfMGmM(KN{=8iOXb#KwUSdq!Y9D#GE+(?uXU28%oJ)Oj%xu408?qr~o_)6d>r&J-c zcHr;W%h`*Y*0pXSWXw<0sE(030Uk$a>(72gd7c%cWV8d)r=K;EL0!NvLpxW`{u|31 zq1JZ9Vc(}-9!FGf$60^K$-O+78nKKNHOhgVi|Dw&|1L`WY;x|i*Ul78%PRZXEwtLs zm5#gPXY0gx=J~|D)0#gd8g@K>jU`pS{7+Kyv71t~dcEJY%%+Np z_r%e#Mu*xXKl|fbGv)G2?8ilOC4T5`P0jYIqrsK#N>O(ivaiQn>Fe%J**zw4qCU{( zb>M&^E#+^$(7BmTsEr`0mGm6!s~k;h__FNWIS-P!I@qS36G^z`*e0 zT1z^`F7toG+Xf=zlG1)(U(YIj4uGZ%WJeaNvw^~kn+dCN==NqFH&aUb^x)tIT1qBS zahYBtpTOn?1{_b;*Vfqn-L%tJwy|H_X|X6*={G5OD29C^D)~46K8yZ6)=}uYzD{Kzec(5;{smaS(^jfGQ$+}UVCzr(73$Mk&I@lh(eBlKU|((YKfHKP zTK*nKHcw4I$u!dtlAhA`r2QHt3i5#&>xbp-?ILxN*7+evGNUeB{rk2U*ILKnphS&% zBP}Lv{D*<=-(#14A=dvEK)9gp^xcNCdE%5xwEqI>?)it(nf86q!A+lF`B`{lPGwou|84~;=|=Bz zx)MB#qwV#t<5&HfoZ+GEM9G5Ai)^>E1xJMwcH(xG(>g8LF8;kiMjq=-M&7?S$gnz7 zk73aq@NL$6;dO+u6Tp^d!(`v_ArnnQ8R#Hm+U*HE^@#q@t z&+IZrs@0FcJ@M{6KDZ~n%{W*==VJORXm3*Yp0qt%uIm?`?^4*S|?NqD}Ab zE6op__sh<;oOzFdmCqFGqO&8}%|L?Wm}zzxT9XTAAcI}vS# z_j&ll#IpHInD=2DB`21AcB^u$927{g9zFj^fcxO=g6-!KIU|a$dsMBD;4>NPIyKIE z^8~EE1_lRfP{7onH1rWzw3eJ($vZ`yUdJc@`KGzO_`vMRb%L%zy!`*2Uv5mT(@il) zX=QuH3f0_y2+{bYPO5$GIIaxq+CPUyQubHer^+k^8A_n$Bo>#A)1s7AFX_LTXN=VUfca``#kBn}+X*b_M{|o~~ z;nlTt=!W)hM5*=(?VB$!T@MT32(-&u=u5=NE~1h6`Fa8O)@8znZ>)S28My%-H}bH< zP{$fXYQGCsVt66PunPw(Vtxz#-F*2j^nc2d_cDKLiCsF&J2ms)o&cG1(|oo5mAP7z zdd1DTJDVJ#JOmUD^P4^5-DI>_{Afgcw~^Gay5HG(3urNva$|qCO#ihgf!}^sy?8S1 zc-wJS&b_s1f8+_o8f^(?%dzoNqM?M6~(7z8KgC6?bQ(9S3- zqn-Zl7OiDM@!^2UhJ!zLiNz`A2>(rusS6Mg3{+k)*TXkluME^Z}+|N|HL>2$dCaChLe`Evu zPxq%?qkT5Rp3IA{$h9m;*5Z>ieq_8ti1whV8V^ZH9R;CMFU*nMF0sV2a zn>`Lfxat@gLE5q6&VOi>Wjj6zEaho_&Wqqy#?x8t{$8KERp+07uH#4y&E2CjBVS?{ zJ)}CjdhQp5w@^sGz=ZD~mix`1HPx`sEnRE&-CktTbEA-h3&?vtu0HhxRd6cz720ad zH@2R3EepfNkc@dtmTd4?uZ7I)NAh3kZSngLUqtm&OWhy*B?HOxb@l$c$Me1FBBmD2 zMo{H&qRwjbdaLc$|6*VpJKu&~$Mtk%&y5}}Wmgle{?tK7NskT-kf#;kR2l#F46`DU z0aBw`vjVZWg0Ne$6{_P$=b!uYph|S6F2*oC%(S@m4-@kar&tBb{oSc@*SDXLV@H~W z4%h0Os^)z|`~4jJ{(IMecqO%+#VCfPd><*PEk5^4Hjbb7g}Rj|<*s;#X%b+$LD;?i zlSlhn-0=kZorE^^RgYhZ;jFivdi}|f&q0eri-CHz)c>;IAP$=H`$7{szhXm4x|*LH z{!y^v>rvVJt5faOyl|K5Dl(M2&uv!cd#Kyab*Bt}^x0}Wqnc6piabGs)U$`i{6vCd zDvTgjyTKpNNGY=|_3*>`C&_D}rSH(B-3i-1O4Nf~iOj77z0MgAs#2SD7gG5uj~TcL z1^mP`{G?~?#c5UYCY?2!JtNIHVaF!s@8S1*cC)%mva@y7H*CHUv`knm6vn5u$wHT>a>}srzJCIX{ zUDlG7^M84tx8iOSIWlzlx4wJ&^N?t#H(k$*v!}dV70NZC7L~a=KjB>WS(ZF+*>Jji zoqLPkZWq&IQ1AtT3;GT*PHeTa5LWpSTAF>CNKO1-Sp7J*Sc{%2TQ6_Vmr&DnrzlaA z>tk?E3u<6goz$o>m(w3rFT+@f$hbmk#`^0v-1JUpw{A@%84!x;Jv=^&*#pG_!XZcS zpHK-m*Ng^$X8*r%dHj_u{WC)ay}F6xV=IEqW+Pbt;m1BRby;@F=z`U3YbpbI4b#$N zp_oUBjxigMA0yeW z2M@H?PVZ6!+AE0i2su<0+Vcn-1zb^!pww_Z*aeW?EPh<8mz9=a12o86uO~O&dS&qt zsRBy(wy5KiN}9F-%SHj91}uB1{#AmvioA-u|)>apPG=a2V_rwLU6uNu)k z*p9Jyk76Pm6@aaN0xX>T>H^3V9#dH3GO-9wmE}SehPgTV#XzT#u_Qcgo|W`a`8((y z2otkWs5mfq{sf14)`f;W@>QUE&f4W%7=uw?lh#QTp?LIE>nnHHno4ByQRN3FjtJ!p z`6uO$cQK{I5$_pK926?HwGBbsBGw-swKwQ5b<02_D#Vgc8!siHOw)cfIEy$)<}dux z9~K-O1DzciLKBMa*0-m4;xq*(cCNp6?V6%LSgj_t$DDx+=dk2E4hNl%=@Bfs_00cu zsJ-~gNx5?m*7b|R3Zthvry*_!M9><*7| zTgE|Jdr;jZ-d=Y!BRV(tOLzj?a~pEYqnH2tEHnzxPB)q1%Ncy&f?XN%WRW>GPU^LI z2C5u+w9|h>$i9!io(OAk>Jt|qZM~8S2^c3AHx#C362T?q<-t5PNqP-&nQPl_wVqQG z;E`M0xa8;1J`#AEV;)vSKIe`$!y(vVu6B0EkZG4;^qCI6OS)ooDg*#SN2#f&{p z{5vyhkR_b$-_2&GmwY&ywkul0Aq#dWXmyGkUZB(+{Y@|Qz>7m1TJs>nIP*4HRF_Y( zuP#*qv9Ua%62-~)rOO_%yAFT;^D;8Oh`<5G*ZFDeb$8FRW3IyxT0h0x$< z7ZVc`Gx!H%0Y?BVZVM7&W@2g_5Q%E^)!fuqYLzjc_UKG2y>1A%{7#g6R8SFla}_x& z?S)jYFN5x@CQ5d3IF?!UqDoXLL@k5zd^h+er0weC$MGN?930G@{Q5@2y7%k-LjZ=p z@15;s!4rJq4W)sU`v`MqVT9iA--X-+J|JMR*}gwI_s2OUSUL>hGPE27Z_PhUyKg~(5s&5O`<~*h z3G_+b*&ubLCe7xBS4;I%)n!UHrX10`CzSS!C*hzD_FG8h`t*0VleKN1{GYWQ5OU89 z(tF1r5)-?gTJ1c#si&4s|MUgVU5LWPgfaa$_6f+1;mtX*19x~S(2Y(cfDX_cFjzxN!lPLF(@dKHf#zAh=M2-nwW?MvdSVzK@13pAXx01nxsRFqNSyPxPZuJ zfkFh?L2QX2yC6_OKtMqDz1X)t*UmH3&peZv{xSXuMy=)h-tXRX?>*<-j}IRVX)n9= z_j`JnR$IKD`Di7->9G2~gXdF@g{Qj<)kXG!eX@D;z0Q)xQRp%p?l)HKc@8#S*>~z* zlR+_6>#Q9z)~{Tt#&Hqgn0VlGKYu{Gn11+Q{%Si7WEpK! z;P=w6LWnEqztha8?u@{$FiQu}ZPg-)M#0I_;&h&q3h3E{xb-#M1BikBUWaRUPJZ-Wt%#H;-Cz1gIf&#n;GNdN zMhX)@J6sa%;kg3u%OoW2Yg(61r0uY*j{QyDpO3Z>28l*s+M0of_1XIM3P6=;%h;Zh z6xbhs_i~>wQe=LA`5#ZV!&NUCNC4WPQq@p=Xe=lN@JRr;>V*RoAV>i1++!bR9!^!x}OYpo*sFxk17z!XlZf zUN{Dn>jCPv$w+{g!B0pk*aw}*mGE#2#~BQYL$Oce^<@XlJ<}@!So_i0O^W%dwGD3? zpp8z$U|u@VoReOmnNkXQ6xZfz{685fmf1X#hus|ec;w9%d*{xbx?J2d zaopMc(2RtFDBGvdl8jqfec1sP@o^Qq*K3u8`QqB$_HA;@lHi5nriNRUsP|@%RY?mR zp26P2aN7GlUHnFxVHP?(|NeEnU=Ker$`r0tAiVY{p1k>=yor)H+?0RiO{4_`qf2&9 zrZKov;*#R9Hix-e1p`{17bvK!E#EYiY2llW$k}ia0iU{`jofjZ2VcxoaIws@2f+lA zVL|H?+cJ^a1;-IzyYF=rK*(@^Jd+?p)NLQw+q{$V2*GQyCF&sY>hkmR`;=bxvwPpY z8o^}y$}j2Ind0{{hdjfo$14fs{}^WaC#T75(V2jS7qrE!gsb_^CAa^6cX z^n6S2FTZuG0m*k{dZB+y%Ugv@n&KsuBiC}F{~;$^YT2FdnrBvh4D3OWggS}X(xs)n z|DVK)V8l6@EjxD#nBUA^hQw7?PR<233`Eg|UV_*%Bx?Ke%VSGU>iH6--NT2a|`1KQZ%82 z!aqDliYAv^#Z_2=cE4CPCm-Ttd8{N`9lP@JZ6;%!!K|4%}@y9miI${&8bB{=JK<7qv%kjp@?{3Taa641WHldn~(EBQG?^%!fXJS zC?hS=ZZi<=89xh~dmo`540Jj*^717y+wcgWbh;|+pL)2Q?TY~ zzTYuD$DsvwKm%1~x!9ONIs{%EE`S-k#`byG`11+pR;u-}2V5c~hSWisO(&B*L0#vC>MiP8Ta2K{j`h7h+A(;i@ARKSN zqp5*JQ19^?4N^*smCF0rUFl4<*~R@-5X%IU@g)>m@T*Xq7;0%6`WM}or$KmEng6wH zxj_j80~|kP7Ua*@K@{?;H@6JScgh6q7B!4QV^n{QjuYSlU0=12Uld>3cmjE;@}}jG z1|q5kzG5ge4-(KCsA6(;B7fxRN5wGZOnzuOta@fKr~`R$C!SU((EUnaeYy>)#JL&D zE7}Gta^ab&V+Hz2v}0z2z&7xK2?mnVnwr033)=UzVWlIzT4(%8;)u3oRqQHY5}v}m zgqDvhf1AzKV>uitw`@866E%0AiB;Pp7wfrIPdG=Xch`gS5fiK3g zU;Y%@{W)GEHqO6=4%^qAExCR$VdWWI5^eTdG01jp<*u?Y>N(|CfrB>5d`%h|_5o(1)|lEc zy$Lak?{|5=eGa8IB!%(eOHd=5qLlUqU8(vrsG}r59q3)o_!b3tS4uy$o$3~EZs8yu zhZ>F-2hr>T3{1d{3e0KR5E4T?OHeW+z)T0*mWpZ&yh-~;<1tK{6D{q6&55%Ky5;Sp z?ntL76O65eb%%`1`#k-B#PiLnW&5^twd*NpV2r#l9=%jY@=N5PfLuxN0YsmwFt|6- zgiF--D8*n_hJ|@o1NuY=l=+Gwtw@jk69PL+nnMG=s{Or6RU{b2_>JA(Nt45^!)9BF z)s2o0WfKh2HJ6U&S3m*qAUP#hkFZ3dKHnH0okY}?QOqOMBf%3k+{*)i->5w)!chM8 zu+psXrI9QPQY~CWSnFMZ$)dCG9NAyG=Z}WKYCZ!`eV*?Q8VXGGCz6;63kW=tq5xc2 zJP_MDI^{=opsIaU5ST^EN(>l`B04UAAmz6g<3x1&ro6VGZzqY$LB}4nH@we!oglwR zZ$JrCbPkE&54R3pSH$Vo35b%+G0BBMIR-(RCgrcvow)iLSm$U%f?PBW?_;CoJD(1K;i*Shq$v zgFrj=h*x?Ih+DWcX79Z(Vhn99a3jhq{Z-K0DO%j$oI!5lG>1gP^EOTuNu{V61o*Ty z!$>!HVM4%*gU~ZV=_YOqSc!1li={IKEe+TaDKyE1beVd#ylc_XsnoVaL&OZGyeWl? z0b6bJvzzTHjMLi#w|=&EZNiC^9I*Tr9-#};VOEKxU<^dAj<^9%spdi?^m_FuzeXfd z^T*C(h#W`#N!-Br1`5vaNbpc(=e4d`1b`tD0+PH52)h=z*d+18gGGz54F%r?cEYTs zCVp{verCMf^~A%&LNND_@JMK$$Th!$l%xp$K~^*8LXkb8FuWE%@L`;(mrl{a31CI@ z0(3FFg=EjJ^$Y|kZ{F-cCI_B0gTfOT#gQMpFqu_YPqYiLpz8Ar+- z@Jp|S6=H^KW18CB4V~azXtm=&Xy*fh<#tB}3LzJA#wqQqjlTd+#m1CI2Q@x?1F1K> zde3}YT{mjb`rjCg)mI!e=b~fKqLn~JxB~^J8+KW2fQSgrVJM17L2d%;JC`}A&BG;~ z0C8l?A6O*QP9oGGu(wQfq3zfva9JpF)gW^bBs^8{J&u7YA`a;zEkx9Jqm;Lg2V+5( z!%AxtFLiy`)SWFHXP5big56+cdIJ61O{IQFTIH@wWs0fdyijzdBW~FvP*jQIA}M4H z;4AHbZYaXE97ViSvw!#P5E*HrEayT#zMdCKA8?nCq2Z-ZBqd#&5i;V#jUv_JJBLr9 z=Pg^Vf+t)Eqwl!aN8AhQpO=>_S}kD^k9R`oi+E*+bt&*SbbwQn_?`vfq0%up4RnAm zx?M&B6{|ac8-l~bO{G}ws~4HOsz?Qx1bud|xh`BGj`7`6 z^M-a8j23SwtE?mrcLo&nOl*OLv?rWs?QP%AjZb?Izh>iZc<}8XW7q)~0)FPn7VAEf z-t$4w!0(0;D8(LNQav6`EC^CUn1^s>!XLyk30W594`buTr2)J$7aE<-;~n>4XQprZ z6ZepQEfQ%xb~eW+B)GsqGXNeTdJhWyM(@538aH6oqOys@;S00IA`d>43)ifD5M`4I z1&5<|eFQA-Od0C_a;DRR<_5Dck5KRp@1{HjUi#JC3kDTAMjf;kDEeX`~7M4NzWi;dG}W@^d<%8*Q1p!tW4TT5~a*^`Y4i>{*&ILI*0Pc>#+z(kjwmI}QMK5USrx zxYr#cC&FC08ckB(nG(!^N2Gpqf33Z+I92HDY-c*U!YE=-@zz~BA59|F$cp{kuh>|4 zrVyF>8Wg~M^kur6<22yXlS10mtj zd8|0A;Qw-$>@Tp%vOg>oFd04ccRVSwOE7eT8I$Dh%%kG7Bni)IJ)I{rV5^L>H6|EE z!*SFv=eb;!oY>PjNWw`KX`s(@1nk_!T2Gg`xy*$HyQ<82JOrZk$}D84D>8}l<>;f; z|5y^WY&tHra52}xq6J3F3Mwk8)|ci=<)fdwWQ4D1(QjP-@Thpa++$G4!VsDse6&s( z#+~ewsas&eVft*7=WpjeL1GQS@nlDJ&2sSPb$Ght(MlmZoZToakoqs-^pBb5 zP_#yRIph-FUEUbz+I+>kiqj>gpK13MoSy`4-hg*gn~-C6!7WNl#-o~pG7z3$_WOM$r}kr#C&Pj_=i@g%g>x;#La^6* zVRb~KA@Xg3u?Jj5Oh;pXzjQ!Pk7qU?)sCXplB7Y@K-t1%wzOCORjhhUiQhatmwR<^ zI4{5d4T+@87F!$wao=QE&>e>eK9?XYJH2%_nQsEJ3SiCNBn2}}Cql32Ik@knTK3TU; zo+UasMH1#kJT(1y{>WGedLd(%U=)Vt0Olaz8^ESdY^ZweG`M@#j<*XuPs^gvrdvfR zKCw9GE;@m{I7;aixiB6iA`}1!61#_AG+Y?NWuULC*{Y6{F!cp4`W7;zfO(=iT=(f= zwFHKx^pE*X56=9Ssk}TAs3C5dxin&1H_`E1Jc?Gy9_`U{9iA*0emti)bkerURU_iy zWv||rRuVUVKc94cEdchm7kF2C*k)eZ1T!6%;#Gek^ zi%^h6-8H0yUmb4ZaX$g%6#yCAwab@{If5ZmGHDX#wJsPg&3Er1-kcj6!Z80a!!%m* zh6jza?UrUEWJnB}+ZBGKtffJtX&6FKt9>azNtTTJ+JmnEq0AuG zhN!4Jzu1eq^%d+B!FMzMbc80)s84!6Uz+|I2`7HT$?PuyWa|-|Cc5`5SrOpgHxWdT z(#)-Wr;d&-Av{7#gmegoQGJA;x4?o2)kg-NE9TEr5Xay{JU|tmgjSLH;av=dM`X9{ zHj%%+U?q*nD=VXJD0*I5sSZ&Z+NZ$GWdpcE;xIhfAtT{lFkw+T2FL*5K=1)4cRx%v zLZJwfKqICYlRr0fYhT7#M{GUv*0>;Ii9X=5Ny_6Lq)jESacMQR+7CrVHISSy;;=~= zF(t;DoBI7^_7u0?~=X?n4bw*P$Yc*`z8G>(ClOPAZ#9#ZmW`ra^1E0pWBT)h<)x z29avdE;|H~XuDyfw%?1(4k+46hJHtC7w72(>p-wJQ%q}hKar3)j(%y8GvtAzsM{p) zY$&G>LeuYhKn>FdQ^yvxn%oblA-g+gp?+-hmn-t{SZ~M}`4Z`!__R>Jr21tw2#~VP zarSEMxy%G~7f|3OVxbrx{d;QN!?UKRmt!+Vt=pxkGfRnJn{L+7Xn5I$IIA^XrGnWz zB2phf)=NSo5D3vLbar<3{It&Y1v;(my{0xC&{WBLV72xLgNC*$`!PS+vn_bm3jm`p zLts1ZwZ-r_4NBl%g#|u-xt~Qq+P04;6cjGj!(RX%B}bnsGDg;*{H}qkC6m4X3BaST zuu5y#FBg16<7JP>|CsYod5B;C!@%eNr7J+M{a=HisikFm4GPX)*AM?fHIx??3Nf@9}mVeV$L;!*!k4x%Xac?X}NHy@Pv~vk0(ID3s;<_h}ub zQ0VF?6x#bt4ETwSxQaCXqwKNU$m7VFlOA4{Znl&ImL4vSXFMG3twcR--Q4ZZI4f+D zm)o>mTJ)5Mhl{(itgO@jzGBlEH#^z&dp;b;r!c$hJMK=Qtl}bnY3!1l@m=rp_G@Vv zc;6c7@-jNo`juhgkJwAz-3GTrkJVk;(8tT2v*B5OyE4a}B=i9gVZnHJGyaq3F9m_5%eq;$2eX1%c$)cvFHu3Z4tK=ARO+4!4*P&Vl2HYp# z+z37X=w!c_VFdoLu!UJI-JWD2UsNRdQAFlTs}1YLBUPs=6L;=VI)dAER(`_M2YcY|9}c68r3#5=Fh(t^eEf z&Fj~*4BllO$!JR3yTWf~f@WcMs;2(Z>XeL(jHyK~TwCNaET;Y%m;MGGdPc^^J<;an zep#ME9Z%1MU%R$S&3`t8dF6VG_o=&Cq)f>I^K8APc0fzZsKjIA?DS~#$Bzcm#|!DB zSIM3f#kHi01+B%c?oQGYtGc)UYQFbRtHGh6s@B$3{#+}J(^z-AUQ^h2=Y~i_c z=T2LpEvv4sZvL5Wwa55dQMwxsG(Ll@MpWkSfp=f$|Nf=~9=N$xo&#U6A6I*t`WxS= z;go=dSxVr~uP?s#)`b7x z-Y!rv|4XOn1)gJXZRE;RU&^+hs0dhYXJ^;>%ysS4QalN*_&l;$EO7}^hSe`#Fis7( z&{0(UXSomEQK`DQ?Tmr)myaL0U&M;+%|4bh@%_!}$4(u**h$5oZOMxHiSPS(-F)wV zQ54~FFNwMfBci1L-?k=MmQ=Cml>aX;^!Qy$ckg9$Ggo9}Wai;??EtS(eC@usA2JSE zIyzp&8hs}b@;ErfD1>X}%D5XhZgh8v;)~<<9Xhnv*H?KR7qf?lhbU8U`&kGKaZZld_mD4Y_daD!zq#pAzcFUA{W2yeJ!YAFgQLALx>FDSZVhgPqz3wAP(mN=jmD6V=%$U8k?7I)Cn? z1g_^%^yf{zqZtd5KRREF$h=Fk1~QSI6>}|XjTNV0 z0{ysxJX^h%fsGvXP5o=-mst%-eu&KC5-d-?>nVctBSwA3seWSh>TG@|Y<&%`9(MS1 zAtF=szYk-yVz0ew93OT=P1{6tT~5 zDV6=gRmxLT&Lu}hT-#Xqf~{7|;Nwz~?%!NMZ$-(MmyO|f(oXZ155l{c0-XcA0!jXp zTX{q@@qzhU3ae?u-NNg_bn=`$K1-ipti=|jw8e~;!qVGXU-qnhfkKJYN`3FDrDat& z^nvW*Vs+^tZ#**Ikh+Fy*MsXMBzB3#sqYOJSreH#(X)fP?un5bIm}}Y)+Y>p6J-4Q z?VF9?>?E_YvNFEIAk$@5kvtpTNEr^D{&n@*bOl*i8_6Xo`x%lH)67-CVD%!3At|$0 z@`E{p6(SW2A?Y!by9Zx?Z`tlO9IN^Hv&K70a|Z_U%Nt9p z{89A2y0rN6dVVfBB*?7D4;iG47_19Zzjb3%RaX*s=xCh>J%g2)*z%=)kVRHV-$*)O zc~n)Xok)xG+-Y)2OAGv&>xgJM_w9=w%=sInj}1i>JRn!7X1%nxg4<{d48F23%q*=v z`Bix>wb;fpV^zL*Mn>#Aw{%(Y7T6<_0!#lWuU3C(ilE)Rd9x_f@Y6$D>y9mbowP;i60esv_h;Qa^C=UoA%jP0x7txE6oJayB--heq;boeh>gQS=T8Eyn|T z%{{+gD9SJE;}X}#{p+Ws-Ru@3d7|Nr6-zBeFDpd&`(vpKbaBjl?V0yZ(Yg*br?=!@ zh}btm{hZ8wD^0N13^Z4y-H2}_b;vEbk~8(*9!96+3Tslq%Kve*k0WrqmqWnv}Xn*rK|HiMedQsQmmog z+wLenI{68ogdw%5*B{3iD-l5PE2#@&U=y*OBYLPv2Onh+Pkmncah2*11@XXn&Mv)V zP@Y5T1>Ul>@S%cq1#aYvlc}3cKSewYD|0Pv=Vt7NNN(yjPQl>7XGxa$M$K-c4jt^PKic};>Trbg-~-l3y(Z~A6q27ae~WAC;^j_fe{Jm}JJ#U?bX})%ixIF$WW69=7BpX0`iYw!)TZ z@E6=j-cEbSG0156pf1bibzD#8XsDmeLyZH;rdolBoAdu9KQ!dZyk*Co>wj5Vaax_% zLEceksCH>>;(VVq@gi(_l-Oz;5Zx&2>%_(Tbvm@P%(3Z$FW03@FRk8P zISwg_`^a_y0S9z-f93d#iDiX^(DSWcZC8@K^wcXkc8M|s#@h3HCtO~C?ltbpz{QnX z7Fp;?-rA62&i1GyvFh~)`3-idjq0~98Rng^-LAb$>z)(J*#^VhTiUk#1kLT6tmTeK z*B0Qe86Rz^)H4hZQd(VKUymzUXG}#=TB+-)ajKzfb)$NkYqpM>50t3uz$H^a-xq3G zkmM)HAgi{4!TKygK#{D}M;du0iS}pzpiS-i^slWSWmsQrt(N1LGX9wqg)uRc<_gLG0TQKT+?G$&qITi_J0I)B8Yf${O!bAQJAeM)r_ zrK`G1y?&ROiE)LCl{S64z__AkXejG_0q%70^P`Mr|Ii^3^2p~!KdHa&*wml<;AnOq zU|Z65_w}A*o!9L~zf_zT`SRsU(hjdp^|2z!cB5Qz-rS${9332@sxC0rR8`Tiv$HF? zePcTL_EuJN0WUA_#MIQAE_R?N9t}Kko@wm)12+_da&lxm$G=>%|8PG=;{rqRm-~RB zu{#$dO3wbUnjCzOh2L!ucU#RY$9T&_^9tcz;q0N$pQ}zzPW~#@!LHpcfM7xb*LibY zfsr!tBd_B7{&PT0)uF7b@}0X%H0N${=}$+E?32e{i)17(Mg>=|30n?46{LD@x(Ba3 z_37d9`?l9)Ou`6UG&u9>inzSzh*7Zy7ElLLfFFGpRcXv=TY%8 z6l9({e%`F&^GhpTIp^U+Zq1)fDZBJ@O^Y2@9T!inj!iM5JM*Qi3Rt+m=#t1z;eddE z!Or4G4O1Vpj_e(p4qqXXYW&1u`|w&oYYkDP4!`nJt>2Pi&$t&j`MDVS=50=&jt0)I zdiQQc#=+ac(b3V(Zunf9XO-hTZ+3n-Niov^x%WK0oL6WL$!5JOJcxnPxk8?ks-c>FGJ~ z=g;2$h6H)9F;m@SH6Z|9!>nA;7pbm0pP4q}zAV>Z^R~1%Fy%bp)8ycb_x=vD8Y6p=@^8Hw|w2lGKy?b@f^e7gp+ zDX-O~+3^i8?jN`*XI;JRuahTFZZIj5K2hc!)YfJcFKZ5#gx$JM8EL)w=zWnF=~hX*_J>+LWM}B> z)Gzn*xhSxOC7M@8)5)mruSuT-+WmXiWMLEtF|BkYmKClvfYj)(mu0|x6_ynHd{1^)-j}=>;F&7_S z1hR)g_Oa#S+VL;P$FNM1|J617Rjc2WzdkAY*8ltW?|eH0`~ti#M6eXo?(kRMInq`@ z*Ye=#1^nrpzI>U3jej#eMb7Qp%lScIv$#`{+d145hUV>@oR&vwT^R~EbLNcqxpM>i z%?pPaIeAX(R^~=j3CW%)qfk`NFD@}GdIkpC89$juuqWGo;C8Y#1-3ZcJ$PHW>BEN_ zgo|zKw)6iM{_rWB)ctaY9^Vu3UlCm=j86;?50`pq%qJvt3G|PWY$!Q@c>K%rxWvS; zY{R_1*Vh&H?b{a!)@N#FCV#3)baLdg!n@gncmSTrJ=CPE6USaRoNGKdJj`Nf*xEV7 zhHbY7poi4$xEYre86c8oNdz*bP2?{@yAg#;Fvoa_BRC#--*i}nf>(3e=I%R03ar>D z=Mj{lzB+o{(@sHjaUxA!pW?|onm_w71( z@L+yX(I?;MK5sw>gGDo+?^zMYw*(MkfHE`g>*P<)n{-C**Dp1*MMNC*^HaHhC^<&? z>~LjM6UUxCdoqomNGf}cUECeb+l!4`SXf?O&OuLu|K09vC@>s+;exwq>$Q79?Tw8( z*;5a)UBA}j*DFNSUKfIyeidb+Epq&PWv^=E4z5W0)2+EA&$2CFu3u=g|5-^%->?2g z?M4$5lU*G2={rw~NML6QcHjc+`BI640HNBQAtCI1@;MaA`r>e6Pm zvxg`5dha-X*OTA>$((4N`YkUo{BUS7Yc_A@Iy?NasxpX9|AE0qm2=ZT(@z-%?yL)qVb-P_mkT!{nBi+BP=pIy*Zj zCVF=nnV6*QjTI(&<4c*(1w1F~%0L<=mmbRWXh();*SgpgLedq*iclY4*>lmW?fa<2 zt-vvmW80WWZhh^ZiBaY-YJa?u(u43dD)W|~Us$koaCmU+ z-`BprrUL7|C~oxb18?gfCvkt-iyI3!EA`AeD!cIomGRx%D$iim^IP%*xY6NK#E@&i z<%8A>LmA2OV`sWbwqVoIP)?jU!KdURO0j?xS!kbw_$d6B8-Kt?J|FV|9BY_ zUKH@!+dI6z4WD&$yK<>>`;Hxr!&eUaydAmG$GU1$<(oIlc_a-2%gfaouF1yYLcUJ) z)=<z2+oUdS7YlR^F@Y4`^Nz*kWN}5m;#3SpE4k{|>J)gWl@~ zHkOt&+qP{}@ttHEczgSZaXm_F<$%7e`qY4|!f`XZ5lDTCNfP4XmeV7jGtEl3vVr}S zc-Z^>>GFDZ{$F{N-2+o~bqdAeb&`A`o@;{S(Q1NmP|N#J=LK5-AwMZPw&_i`efc6x z`F39~7Udwv0>VJudcUt#&%WfC_Nt*5@La^S*U#PtmN-^JOAB{p0oU-QSA)%qm z+8^6rxUuE5UH9#(^-$- z-g*AS*27X~$G@m5DJfZubrzGn5cn=d2~Z!`H}UJ&mDNsfUl%!bT)uH5O2O{!UBr~z zoRzgTjURi9^^2G~q*_ZmyNqAMEj8gQUI4)S97sNI^)XZ5Z4Mai=!0F?Q72P$uWxR9 zes0_1{O?1>6^{@FV&dYGX4Yy1u{hT7l=NF~VA_$RBkaK$pKhMku?%3?{@(tT>(;HaK#osRausv|)otBz9@vC3QAnWk%-l@BtRZG#% z#bDLX7qO)kXb@?JacF3W-=I`GWL<18OlR9)rurE5K z;Q84fc}nLORRp#=GMSl~8RVTX+nTdOD(}Q|T8crYo<^Fx#MBZeEd=iqq;q|Xk62C~ zaNOFxE{pR%rpU|qgX|xemnRDVDCTwG)G<78dAqlQx0GCI-`!EYT6+7)!Hny^-rg3U z3vCORC14qwO3t26m`l74Fh8!(nk2ykJcK%7i>GmiNCDj-2rpUD;B12 zcFH4ZRAW~cc#WUH=TxI!f*u+@KE;VF_WqIGA!z;PLyw&sc2X&Syg0#K5sR0@R_85x ziC8i8Ri|N74YuZq%ufAa?D-vUh`R$zwnn}+0zN4^Tjukd0d%qoi_p{87mU4KSzAjF zg%G7RuyZQ;#;NzI%MRXAi3D%60QWE|uv+GE_H6IiSPYNUF_H}hTBL+>Ugzj*AeDX0 zGZ&FKc&iehMsnTfK3(&J8t+C2#!tJtx>D54vloyMZHza`%jN(OD1R_y`qJS)S z0jQIKjV}<~Glf7NAn~HJpoTrAl$s z<56K@H5x^hge^3@GVegU;m*$UF{mS{fHH1#Sd@DSdVpy=9-nSy|M~ML)AHqYpK?qJ z{O3I9|8$=(OnBTPE@c1q4MowSlA@a=M}vY}(^g zRP0>*J0SAep$ieV7q!R6+?$V&@9v&U0udK4zAh9#efqSKv2h=0azs?r;S%HR_N(%U z_#~E2WEqEq_b-B{ZTTajDMMB!<_w(ngAFfV>TUQp_4((}f@IKFcCs;r=ijdvAJG;^F zEAblNY%0TC(^pS^zkQ7lPf1I=Agt<}X>daM z%I%i;0T3O_zS_u{saErTO-F6*DAVFR5xYIUHyi74Ti@SRbRwCb_MKW~3oKY9+ z`Xo((Bv&ihqxl=Jz;@5DTMTB z$W(7{Z|~+$gGjV7H#bk1{XI3PNO5e-r`a1LSOqrTuQ^unZ!z0roi_@2+atRb=!2p@ zT-EKkq2{lQC5((*DbY~W^6>adsKzf4D>Q!PPk*9f8I-*F2sOge);1K0pR_EsD{QuV z3|_AOvF}Fjq&*(|70|6RIceVHX7Qv?4Yac*+f4!^f{bp(2&+b=>Y=ETU z=%I#$g!JIK5CnhnbbcaPoG7Bi4q96^X`=h|Cy}hFvjmW8~ zuV)Ar?IB>q^(#YJS((k64)6)Ar>2XG8~}F+c#tLsJyZ_W4+ECy^F8zVy&k(g6c{EA znips)AtjbjU!MMYq$T!#@Xy=EMpjh2dh8fIpcRDbLFWqcl-}Ij7JlIZ-B!o8z<-N# zEAU~vyuFoxUczuCUq?Paa_a{=jn=ug$rAU_R_rbT$irZ5ZB5`feskga_3NDm*7h!+ zT8_$8gA%U2%u$AMMZ8I&9bF$nQm2Q)3zn0RQd!f zuXH8Sp@qGDBp{j<02&D7H8WNLVc|_r0~7FpMQ6HWpu|`}tw@r$4jY+PK6dPwlK-rt zprByB-8*4Yw~^@yaBM!k`3DLXc3ov#8z0uJ4)8S}@vA$h>^I}$G5nDk&%GWb?h?wh zhPk;2)QG3mTM8h@xp;ckk9C#Glj>)Yr%T8tlKMrV9lS`hb;yN5sKHer<;d`t6QW~d zU*NqN`W$XvUe}iW!RC{CSoU!2cg96gAP6RPAOx4*>SYg)KVm>=82bLR?)g2M1G-*t z>b=a ziW`4i{X8GIHU=T_6<17NfI#{A?bS-4JU%F(r@Bg>G;c*`cF#pVniVTnpr3!jIT`IU zb`iCUDA?9mN+g%6a{oDl05vBkCx`~irOisXL8~h9i3Kjbnj;-gS3s8wO->d;DNH$R z7QaQ~O6%2`jV7S!G!uVUBu7MS$csR8&Nac_Re#D|8-Q8b8|V>BuhcqstW9WVfS}M0 z&syAm@8Dokch@U-K#08n4f!w)K)~Xm43{x3fhWEQ1!yN$T)ezt-{0I^^-6sn$-m5Z ziUsOp<9M##8fufppms?uvQjuV?HF2@5yi54^=c?*q|*HD;*kuY_L8FHsL&L)1$L5@ zQ^lf!jJ7jaiKV87k~*8oM4CyBq%D>@Ph1LG2DSe+{E}8L=9%G@Vht-Ebp0i=1NLz z35g8d*eTdnCZ9bFfE-&m`VWxq=iGQj8UzD0HUuZ9rt~466LuyqFVE6{`_`>O$0G^d zs!*sQMf7DP2WZ|_K5JoRMSJAP5yjJ=*Z@O9w8UObw&mx`dHnda93K=K6hwop{&V3^ z_g6?hpNnqZ-s;p|+0n6@m_+o=pO=+w_75okw|MT-+&1SGX>4ogzZ6; zxeLK)!-+Db2L@Te*nkAIIy|`z{l@3__Y^!)IXO9XaB4ZrYWnnn$LIbydq8m9x^=6Z zyu3!%;dJ5>ftn$@apV4!`FzWop3%`u$jzB867qed#-wT*1@fEybEqujrGW2+P72^{D28Eiah!kv zj8GcN&i!GB`=JKK)fLPDjgJ$(&tMkm0}tGTd_&S~yyQ`qcgZ{VqR`w?@d?Jd*>!jx zyLIapclo}i$9WXFldt*WrH>zWHUVARGTedS0$E`}+iWdhtNr!lfLZ3%TOBL6b^Bca zk5V@@T$OPsxgNbHmx&&YTRXhiOG<9+&Zt>nwfd=4`3Qw ze4T59sd35y`$75Szii!qu0Lh8`G@bG*#73enF7ZuHNs86>A*7N&wNoS_9q$#j89F) z?skIP-L$etQ92FNIeT9tky_184zXA|L8Bq$;N-hImrxyE7M=6)*_dMof=UUbp<}S= zIEhu1!-rkulc$A_e%UD*Jup&WKqKd8zQ#fs%W~}g`+Gnhv=JRFI+Lf)p%7tBZ?`WN zu95Ih5ZK`<)_;6*Fc=xz#0H87JH+< z!1{&D@W+j$3z4P{nyMn`1m$-jA3`o^Ap z0=0ghv?&IwIltxo{bx-fa%N zS+B_P_$9ji&H{24fz9t5Azjf@P>HTN32ofCk?ei~(NRR~Oimm+v;ssaj`e!wz`z7D z(&6?oBrN2lU{pOxBvygg!0&s^pP>E))R3%!U^r>K$5+M?@Vu%EjnYW&Oq)P z^i$~putW{j9{uqg8t=za6*@gyGU`Z%pvx^JC14?DczwONimK{Qpo3n3o7`-`G|vzBvdO3E7J z$ESjj?$J+mHachB#BhR~x`K3>ElnSjpw3w3E{Y`{HuzG%`&look{K+eqkT#E&8 z{rk%{=cx}8qHe|^#EHF%KM~w32jX6g0BgN!Z;ZTnk&SE#N)LRI9RbizpfM!fyqSi~ z?e;DW5K+}vadGDB3Z~%M^VizPeq1ZR^@)`>)%x?~ zlj4x~X^>{kdJnIChN*@aaiW@fxY`Du}6_UP)eUAc1Q z+m|1}I(O9kSt#BUJv0vt^X}MpF*7rJBZEP|U=$Lnb8Uk9NJCj%_+#GI(a|`H{k3|m zyCN1JMFg5vn@j^sOLu@ar2H(75+a@b|Jp_cGd%DQK0o&-3_ysBi;EOgv?jp~7^kPF zi@Blz*)CC=oCDv!-P7L?bMa!x)2G|CuWh;nSZsTI8azNLU|y;G@AuV&|BV)vD`F!+ z+`Wr;x@FVoWGpyC((Ly8y`0bwC}({@Kzy5Rm=a~pV{rM_-(F%DnXmR=rj}>b1vL_n znI4^)YOu3tbcHNYc?Umct;CZx5C}4d`T~(66gYn4@=)`eTTb&z%gB(v_e0RYB7YQN zNtu%Sxo}GKqU?l0M8}fLJk3K3zOBqh;XAkn0>G@uf3*FH_upUQ6q{0(Cm!@OKeB!t zZXRtI{#@jAvvX>WFax|Ur}?*$9?usA7_ua-sB-EiC2XNMw9>I=#9W}{H71CkxaT|v zA%g{M!@~P@OwS=RBR}o~vqwPz_P=iX7lMYEjLd=bWkrRBr&~9@zO{WNkf#1K&ttxq zJooHjAc72NA>ryE8#O@3cfr%K3%+OiJ5BM-lw}?vB6f=AGCl!;)DzErfl<&ce033Dis2uO-$woH4C~sYF0g24}XWz2EzCJ=G1i_F%4c@%pQfIECtE+{u z;6y(XTT>?`78cep5E1}_3($G3kXZ(s(^T}h8aev>3Ds9K|vLSUdxjw*FQC%eFiuMpY7ES!%|Nt(hiOl zR;@1e8dn^(=KjHO-^PpEKAt#A`t6EN~w<2nj-Uuhf%hp^QUt67#rFO;K+?aU0%|Si5!O z?Vu#Z=8E&@QL*U=LM!zg{WkV{Zp#qkzh}>$={CYKO8auQ=KR6By1Eps&olqIty`Tt zBe1>f&H>HSBbl&htalXkkcpt}?o5 zFm(Euw6ruu^urw6`5}mrg%$p`_gHU`Z-8OAF!Ua%cbeX@610ysa~379UbzyCL`KBq zBm`K%-~Ma5jo6zcJ10-y*epS0B9*l1vee%x}ae| zeOsfbsMt}sjE9)HKXdhA4u{bTcUxApQNA5%1kQAkuHlT&2^t6 zW^7&?>eO`wfcsgSz}}K$yPC)lY6#>ty4kt;avNJf`iuExa$6}u16>Iv@l zbaR7?pzxfaow%y15E&MLEH(j*ZjH9#@x((14(xVwE9@+~cW)h=pb`hPJeChh*p~!= zqk;F*Nrbdn36(=c`ycR-dKE#@@{-8M#I(aMUc zHfxB>v3yZj)!}C9J&m`!BveDt0O{+BT+3IVx6-Qf@vWOH|S ze`xab;84Nwt}CxTed0xN@K1Dt4?z$LT;{PHfxfR_d4?sA7p_CAD%+(K(05{X>a@3y zPZjin53`VtW6^=D?&vT%_6G&EcX&7oen7vu(WlU=!(kylc+ibC6eO9GhK7cO9Y7}| zRQ=8}A9R3jssH`e&$H*7I2SXeW$e){p0jfR{zuTOy9=V5dE$AAjYD82D!;5*pD)K4u%P*cHYWw`0%kfm7&C zv^_b!3JF6GPKERecXMaLmC#U$M)Xy~H$i}-#~=rqJOv&@haWqBK0MZjEm(uzGyDpd z=fu(gZw6bkS9y-MFWb9!FY;Os@(Fnl8B73Gc-638Ts#Fu>{RD7d56~AOGvb9*RN;5 z)-wt<`H&YR#!YHbPR)Dcb0-7K`YnZM$R%+)jtxFv6FmY1)>cFM;!jC7T* zGAVM@Fg6x|loo<-u!NL<{b2E%;Y3~V^fz0%cS29B9QdJN_vS`=es@EIw*7{;ubxL@ z!p1h*Y83AW{yu6v)~M%*`3T_MmuRIwvLi`_s7~M@n%Lz1G0%~X(dx(Jd*J!ct+|zj zN77=Vr|OyaPcbaq1#F1Q&Q7W>1Q*kLRB^#62?bwYUnUloYOuxv)L_T<$IKu|@LmvO zSHQxQVd$TGXxiTeq9SOyXiDe&At2{8mpSn)*}cbD`pG0e|kV2hdg zcud5VXYhv!gQV90!#$E&&BGH4%GPk{9(;SoGydHEtWKxz&IIGxP5v9j(ytOP3BL{_$TlCRKiPR0cCm%M2{H!b|np z|7vt0wnZ=Ud*O>>ADz6;dZLZ3gQuBTtNJUhi0klPxBswiyfL(dMVU$&x#0NdCr;UY zCRF83>p!JUta&}P9l{BvjUn)~>=j~W&eWqivbp$)qUQ3@CPHKR&OGTiaP@Atg~?2V z12ZHep4$y(kXLl4OIU+NOMWy_-Md;^@NhrK&e?eXi6mZcyo!fM{Ex1Wvs zw+cldwmH7r0;dS%SPgh9|1+YXW0guokAQ^|O&<}FWa$oWdK%=i&qb?+g<~KZ5L?>@ zsNfebUewDzCIgNw@c#XKmVOAh1aHGyO2ET^R?-4^iqIoH*>Oh_$~)1j&?ne9c^1IJ z#l=M(JPh4}K=h(4>o4-})73S|e9_vv?ZZHQbMxV^i$W^iddCh~Sln&ij3@-El=)BC zdyIDYhr(gvi$fPqMMXsqq9A&2mDSa>0N7AT9yVK}Fw29He#|vnJv%#_pPygp)$JcX z_h&r2YY{L4;w%&JNjw~oBnc97tU88NnO|6l5;U_oH_kJ?&8eLm#$Y~h{&xQcR#W2X z+P4mq0Us3BZMdJt=O-k^PYs161Ee;g&#LC#@O2R%6iOG7!?mx%(NssfYvagG<+GCC-zCRlexMSKWZ=&|7y!yW@jMFoI|a=zIB<$OMg}5HoWNO9>3Flq58u?jO7zg+@&pIu67ziIU%gG6?yDG`0ku zEGM5*1Hp>4uTeCJf(l7ho_MkF*s7r&Pj^z(L6+dN4kJH7CBx;u01e0or@E!$!!__O z*>J|}EyR)2a%hPV7zkym2D^bYjBjmsXTTHMg9d?us^_n7uOcp8dgE~($@4w%DthzL zzsiYiUQ0`CsnuD9*#ZLv*_iPkiF&1@d7w5APza?~U4h%b2{%jl6u@XL?9%sLbWyh^ zV2UEf-jF`PE_A?&MoKi3Z`1JWF`;1eZ{w7G+=<6w-b%n4J?=a=F`VGC)`s z`fq4^z5u_r>5$M(BC6j@Rarz*FpMe0LVzl`QHc3t7*t)jb%fl^H)CHC*|Y8G84O26bmd2gtHgvIwgCqB9lN*2(%1%V8j|m-2W7UFd*ZxNJvP)RohS$i#`<5 zPrxxbxwx)4l|uC=fk66Z;QFsl{3Gp8I3LMn5!2x$TDI@3fG^>sV1}7L@4e5!Hfq+! zWExBDwX~}R3nx`PJEIIs7i8r*jvPc!>g66ntM5O)n47x^=;;E=si@kC#Xl_|o(K@= zU?SWxb07wn0aO84q>#ypa|9JGBlOYbfsqk5Lqo%2a2PyGb$qug>{4j%t?%%?m*)5& zOx=FptTCz|jk=}72$BHLomEJdq{Rkt>2>F3=$WDVUdRZ#x0K{tI~W2_5}Dc9w1D;rjAgB@9GKe@i&BmytHH%=8QVp+7kU|u%iu%YmyPF&d4^bY${LEm zm?<+Vhv)iFJK5QV6Yhr2s^o#RFIZ**@u8|0w{~M16vYBC>~eGWJK(}TsIXcP6>KVw zEaRjyG&NHCeJ7_^HY==i_(O*#(kM(xjULGv84?)MC_s>XF8WU$L;FP&8-pk2f82ZO zbGKVAPYOPo6S{VA6*j0c^2D9At@t7cbRW;2ot-&r)X4hz38a@T(#DUO2xy1F5TBcn z*ogL;SitO%1nKaam3X{*-1(z54;}YSv!|QY^BP`0TpzExqJ21aa&}TSV?w9+*)vfP z2NLaV+tAV^y|nW{QqvNmR#Z?Be+ar~dbX}qX_3+nw%U8kq3;%QzJFM4j&z{^)Y%L{ z(~JA3r`%HW7l3D51bS5NBp=`^$r&&S1l_#38rmo$F#{5hYT+RupX&#c-#R{cB#C_# z28lcckmB>f;x5baJ#GqKUNaKTP{<68MkEzL-6(;CxOaITv~8UR z7~l8@Jn>gs$yupew{IVHwubl(<+TP;S12v9klIgmxuvG2Qog-iwTX012*pp7iAMI5 z96f~IhT_;esAQ}Z@Q)kSYC~J?`LmFWdf*$VBv>EV^kutL1Qomd3TmU1H@tqo481X# z<2~`49-saF{eYswMOI{JC@IutWDcv$&ij-bAQ#DJX6(US5W!qqmrtnX3RMC*Ex9ws?7YjoX}~ zqhmf~ep1Lti-p+Vi2Dbn8}GnKF+Ejt=paV6W4Wf0Sn)J0?D532XxWQ0wZT#Z)Uj4d z1kRs1vF{+)0(WxUup!7rl9C5)=jA1CufZl7!0=kgT1`bxCe*=d7qBCgTJ`?LeX<%G z^fg^onTLvGf5aVJa|Rug=F^{81(uSIH5Es$G9&$WG{xmkf08C@IJ`t!fCz95T-VJT zjUR@XgmK~?*ttReNDmsKU1BJm?F~iyU=$3p7ePZwTL65r_s5TDSfjq8p~mteUdoW2 zD^hDHc0H>LxNQn*D6pF{p${H|O=}u|HFMh9*$p`EeUbpZ##}URA95*UNLW}k7z6qd z^=PF%QrU#w9`K|FvUk2y$JWr(sqRPM^F}w28L4Wd{RwMW*sts!Bn1I7v~=kbMk3iT z$#KE_`~nZr2+##@4lOKCghYgqsWf0UmK2lgXUhLF!11{kf;DzSEU6hVerB3H%^mUD zl#%Uz-U&S=q7y?FkhsaYrUi-!Y1*Q97Y2JTZZaI?I29Ez6Mu6j87V}l1s1e~OzShd zBW?+R|KgwyA?`LoPFxeWkECh1pDdvu!^sk+9lif3WOlsc0>I+*SXVR#M~Y28+3eZ7 zm+|e}w@GLi5d#h$krn9Gz5@s9(CbL}(y-qI)m#qlG2%E*+jHq~Ny&8Uy$`S4eUlB* zcL2fV!mihVCd94z=^8v)wCHvccN}E$Ow{<8_G2$l+?wD~gS^v=bw?*GrQwCIkBCez!8}qpXdV|hQ9gDtaE=8kB_(jPZ9`^f>j?2UA&5y{&bR-t zK6C-k?FBM{ynXXJOc`6lNC5{U8-Y?_@7bLqL#HNMqd)lLxPG0yQ-pjKne!Xcv<8eOXqem< z;$#gx%)sg|5Nifwu^u=6BIWT+?|-_#5%_u){6y8rMg4aahWsyjjde0(b`foeC-1gb zOx%E3B2|UVt5G%%abXCuQCNZFs*%izGCp9a8g%=b07IlR0-=Zt-M@d|8+cATE%!Lk z3k@ZKHeo%izmcHpKo$X&NZSSix8cX%K-{|6?+%k*iPy2x6g|@^oN>`XdYjG7&7@@t z%Ypi7r;`KF7l{v$I3jWNL@#$}C4~k1Y@=D+-_uy?@X*lE>S+R!%K5Obu2kow#>aix zH4ES4kINQv0rE3}Asd_R586|AvnC8* zjEUKU=B~WM#|^{*0n-vW^8(cXcZ1e$5bRMK=P%iw)me{OH?RZoMo;kM5SUWP>{d}x z(F`&fPXocX_*r}h@9Ndj;3}2%_3IleMbK3O-KRRv+1V4RdM)~kq#p{2YZ>O3X8^Qa z(2FIO5QK7K_6s}{j6P_A(!%H(g6&wmKuks-ti-Rp`=iiWzYu+HdL$BLFBJ!$5QU@q zH_Tl!t0ZsVzD*pGC@yK5p)6>3g^o1F0isFLH<8X(j?0bfm>%iD?}^?Bj_k59dzNev z+gF!NcPJ|p(esHzOK?mKJ5FT51R`;r z>E2M>-#bI>wGb1>c(u_1sseP7v#Mo64>k=Q$OxF|5CLSU24~l3h1%Wkp`LfqAig9+ zmn|g4xUK*7@7qo8R>$L<3|0*~u)l_dhcgl>5mQ2^Y>gjy=;wm3twAa!J3w2Tg|u7{ zGGxwJd;HR^7Mbg~p~B^L&2#Mm^D~@imtxij6mAVSM0+yK6^t`@_GHhauON)|t3pa~ z?Wv^s{3O}B{$dqq3K=gc{)IfbjFJumLRnMmwUim8Bg)-`)3?*#y$76fofHIAjp8k?hm0<$?%vNgW92D)RwKp*a$pX-O#`Sf?Wg4Y(j2g zz}&PG+A!5EEn7NDaB-3*Eq)jZ&~C&Qd==UUNtjHpp{KHpLYmM>YjuFLnV-gAqpa%R z*X1XU5QG=T!)QqB19#JyyK2)z`pC&_RxZ+8r_6NU#9Sng3Q`jeC~@66y)xj82}8o0 z$&b$eaNq%b=Hhm7n29|7onh#z<~}GXNMJttgLH_m!y5x3c3?Wt*jceOU&_2(1!?=f zoTNGT{)`Tw*3%wR3THEa3)i-g^DiFj>ITiYd2Ie7Zf7w->G|#I5HS?aXkr5wh z1bm9H*|(30UgPqz#Oe`9uB2xVv~#W7?3H0-qRa(RCipVnj^}Pz>IWIGBlGWR9$OvRwGAW6V$Uy|p zLti2$A$U0EQB|mU!xe*i-oL*u-xDi*2?UxLi-`LR9{L#c>t5g7CM)tbEF$6;PCt;R zDCXEi?3d9=^ReBCYo z9)o(MBA`P>y2hR5=#da9o2Ynb1=x0+J$tsmcgg|FX^Gwf93zca-9>S>6gdQ;z~?)-cL<~v5OpD^#wj003hOv#?}Ark`a>(#A3eHMvb6QKo75V1blnRNg+-T*eCm^ zp)s-pM`@z1M+{8cgv5bmaBK%Tucdd6dEdLsODByO=)D1AT)uj12;BIDUt*uG1rn$z zO*n&!xdu4Q4(jsXu5`_fXb_M2pn2CYzA27Zj$7&{8Daty z!*oOlR#L{L!zGNori6}}Mm4(1;rK53g8cl;tg9Iq81kPyAqMQ9sOgTeD_B^rEO*S5 zT&mY(YLCeH5D0PCPlk!T4PCSq80LkPqs|ecyUKh4qh6%_L$pym3oTrwKBnV{Jq?NH zSa#QIHatd-~K12SGjFx2KztGVO_7wt zFgO44!BJKS&9s!-x;jhL*CYiyb|Uy8U)uQ2qbiZZx?uUw?EDU0uqj<aQ(cfU-fkJcQ9C zYio+$P=_wk03YmfLGQA4&zrn48V#VZ)vi-(e*YQMI4@}#Da5>hvOstV*#R&wZ4fL4 z&?ELjm;l~-Z0&A^J(D!zs*n=kKO%A&4F%*%6My9#+vH52`yNd%AsQefBcqX#5e_)p z*l00^VO>OEsD9_p#ThzK$``T~^TC+>OK2At8{L@yAp_-~9edzO0M_)D?QQU`dNctE zMFn2zpWWVB?r$=*VsB(*M6Jf_prmZwBbH*z>&y?GFUrpkB%`FnZpZS%36mfIE4A3` z?{REfLdOmqn+8E)Cs8SQapztVLm=x!FZ`wG0ND?hm}yW1e5jqVB^J*GXtuay(*YP+ z=`{jlV^?VI+VvhIQ1CpE+_-YRt~!Q`P5%OkN`ozsK~Ovk#HFQ^(^msdYo7Krf?F_1NMk@fiUaf$*PrrmhX8fmiI5V=*cZGORpvM3bE)TxDI3A!uj*me! zh$$-zKon^F+3?|k-qzjEfww7l^WCOlRLjR$h3PXF8jxSqva6%#p!>%Rf6~$z+YxCJ zx4aI{P@K~v0qO%^Kq$MAvduYNG!L3UMlkMdiEa$+Sp0$SvX8|gjo<(TVzY!p)UEgr zYP%CD_B|&)(0g^?>jC7Vljrem{t?-lV-ijV`A}q^Awy!Ci4aa0qpLrBIFjw8z4t=; z+IsUV&d8u29B!J=!2?Q8JHRX>k)V-etaFPb(j7faeP!HzeM=lo0N2`|o>>7k47O!X zH0g2b3_V2}P1~Wf#ScE2anBv>J7%-10O~N24#8xJkU<7EHLt_$Ct0R}SZ7AItAVG% z6|92vB{6+hMHHekA9v_GTVmgWa6aCxi&dYDVov&)s))s}e14x9H|5Z*C;dDm2jvc_ zd=pMni6x#%6uM8o8xnIxe#6ET+M%TCH=~!U>r9e38V+P22^}w1a)x8>lk_ZDZ;3M= z6eQu?CagC+a7nSMjVJIV`eT8S(m#j_?+myI*yylb3S*m@kL~bGOt(>o|~In{n3)lox(kW3{PZP+at%Hq#zFy z@dZq2qRXrM710yoAL3f!=>fBKnV)e5bz+9a;&p}q0Q z$0YOyFJ01a<34@_yNb;3Vy}ikQ0K=;!OOxjOqb!r9t^(3w6|zMj{DhDMOPNEU|b}F zTm(+_UVEX~$GN!6OVV%Y2qzx0cX5D@>~0Bb-yhAVEVBNtddOC5&_p-~zT*0qg&JHP z88JaWgmgi2o@D3c#S$GG(3i}=BVEx^pjNDgQc0xnP-_@|m!T~j%CQZ-Zy2#?14k-| zhi9RS)EgXKMG1s|#To`rbi~yW>X`UWYkGUF1N(vU?bSkb1uWxow}4h*^qrWPPzSYy zzlT9bMl*E#nmnX4k3|fbv4gyn$ z9%Vmy?lwP!QSy<18^IU{hty4?8xqIfUgfV3!MNc_(sJ%VoY?#u|N3<;YaI@&qM7hX zAARjyF=@M@+38~X-5*%b03$pHeM-}p9i^Fl`wE!IG}ykmB{lY}>pi1e zaF=~^mT$*dCB!!UPuXA}yu*jbZn$Ii74k#BdH9ASm?Ha0ghvG4AI&fam6S4CVep;wIX8w1Id z@Z)c7EgnjcQ}H+>*~rjxswO#6@PY48pHW+ibOZkna=ssDBok>5@<=Y}7WZ`4$u%V; zUp|@@a)*k2!Gzsb61S^<%9^FY*GCt+d#oM8+MUi{3c^s@1}}S6ssjsQTMHSc06I81 z7>)cB%JAbZZcxMj1}HmY{)TjGei7Y%;5V^(trLdLAFE0Z18e1k6AvfH{rGXSe{1t5 z&SxvZ#%jaS+DTYJV9NuehC`Wq)`YSV*5&-os+!7e=+(76X`V*=6 zCk)0xIHC(85DtZ9a#F<6Z1n1WK}HSFp0P(U51a2~LqUAcNu7HmjaR7=o&EbsTM*%o zesmm;tyrNd?TevD9H7jGIW$Zzas400zB>@hw}1PhC6yFPLnO+IuRSCm zx4N=ws{t2~M_htH&F!F|OXwoe7qX+LeCE4i6Des(6h<}W@SQ(Xy$tRpLVAxW^dthg z_t->4(&%@1>#IR$MBIWY*5W}v1~H~GBHIB9jQar^feX#wB9u!$#l`0yy^4v6;X;25 zUbPH4s1n#LnP^4Xa`((dU*Fle$AriO`}fPCVYeUttxp=H^OOCH<}W*8e5><+)Nw#7 zK!onJS)!Vx(1v27t0i_2D$hId1?edCZsnDo(~4gzN4s(mevhIH1+KpfLsyGHunEl* zr69~AT7=J!kIo~=JQ$j!NgtrlgS<3QB_YxslToN5Xdi^YL}cbwa!?9bV3!*Wk5s|Y z0y<)&)N6xo#spEmawQt508!^*0c?hR19sP!-DDwnCKWgO33MAI4Irlm4U5A-m{4(e zx{yaKhN%#w>c;>Ff;_H%&oXcs(cC6(%@S`fG_EJLrb&~Aaxv=s^k3rRgT+HM?WD7* z66+*GSAg&O1_!lZF&vqc^!3SojDmQ5*i@Lex3Ou3vx(!ObJH)XMhbtG+_7Bm&k0He zh?3Q0%5@-cgt)^-I{9@0!c#OYJU#O60V+sH3ygyKk`x4|6qO1L&@p1a5Ploll#dX= zOL>ekW3zlN_AHPegDe%Bl8M;Q5xoY9w~cc z?9iryTHOplSBCm4G_lWMKuJ1e zR#QY&ciFSbwrZPx!29_{D4D=U39i0`hjJbAC4pt%Oux=39J0qJ&G*(ctvF=jsNJ>d zSks^AX|vKAMob;gn3E=;nXcsN! zca#=iB3zgn@|~9eps)JcR3KIu0-pY8gi}2lpv;tZL>I~nTc8zum;!tJvt@|_k#HTD9XF*6Ixrd;1o z*!tUKzpr=091fW@M$MM!@s=pyV9=Roi-yIZ#A3&$)<08U)`?kq!Oi7OD)AfNi2*Wy zpykJ~+=$OWRcqR;h6Tzn*N`<@Qyg@k&cCZkFl5R5a@M&^Bp$&U@3uCLo{z!%S)wEA z>@Zjbh6FBbby^&m1Q*^QP0X6U06tDAHw0ffJYKw+Hs9*it9`PvvV=}ep!DJ!(fjf` z&M9cD!kzQgt5?s7^!fp!o%ZKdFt7r2`W$Q$(YzrQ(@fNWi&u|hJ}Dmwjf#XIO@Q+c zJhm>krvS*vP!sYD4>BGRY($<3vE5y@t;+r2`8UAA(0+VyNH^~IG*oz3a#{S}|7~kB zm0>mgtQv)neHVnCn$^5dh9nm(tEk}I#6a&PJ{ouH!kztj*rS^umFAFiA`-jD=cmsh z1u3UqgSh}^-XL?XeFOz3*XGUpI*I`Y2-+B;(*a092ojG!?{;K#qsPGW`s6lUOq4d1 z9MXxF%u5hRXl1IWsvKQL`=V@Ch$Ns9DGz?5g1AWWE&o_$%PD(K%MDJn0@w=+QA@bE zxE!z7F{$`aCl$x&(BydUWfU-3y{p8XUV~?*%F>O#Et;sz|3quM4o&68Vx9sPpSTJV z!xXUJTu^2r8i#hDg$NhwA#krjCY)g`hy+TOmV5w=VA}>0n?yHl!?}G$n{XA^m}%T|Sm(lo#z(AV5xnfcy;Zg%!3^QmCuH*ZJcU6TIXr*t z9(p7^MJ1(H08QX0nBc$~RoV0z^P`CD%Q25h=3t?f5GR5Ls20gA?oQW%7}{j{ca(>Z zb92coAnamK|NbnBlB;|bclp+;%3@&Bq_QAT8U{KXwBj%jsgq`M9oe6#ZAgNkj$m5o z_3PKAK<-#?BxonCf`a>p{C$Wd3HpHEw-n_h5+XpyGNdiovu=VAOtpjlC?*PsTQcNX z85{v2hv!W@EEp)fRiEZ+7p{BmZ?XS_S|xw7B!G>r+Prx)8c{FI7h;Nl_$@*kr&a%s zOrmb8mHVw%NwMUWi>ZfqLIgpyJE(w2^#^$b&==Iv0L6&;BN>pz7s6Z_E4&g2$NuvB zV}K=O(UU@+RHTTbF5`pzMC*eGFBmj3(?()K>jqXhH}(Xc1@0dY0hgS5zO2FBnFWQ2 zjs#a~kWhyZP6$^J?O>sn;2F%$uS2D(o)?Z{kWe`YDKC+lNMeRX!7+TW!-&`4Dg?ED zNFI>fEeg(5B87g0@tjtomU7CUiiC!9?;QUW4*VI>{ykq=N4GxdB=R7>!R6oUh*1GL z8pA|G=J_aX_jRlsACx7N85B_M-4X8cib1(EJ)r2EBS}0jaU|J!qOO%i8Hr>$Y9GuK zEpi*_d0^{`28m2hop^u$!tL9dJ!jPvI>STt7JGZa2II%XS}k;zCv9U~P)zF;d+Z_{ z99R@CczVGw44HW=I7c6Vk}SC4#NLm{KW)X)C0(9BYX(06HLx1Ul7qeG57t1|!{F_O zVz^!7gTub+KPyqRGcb6o9qBzBlO524&uj*u4cC!dTc7{UMs|LVK@Qx`HzTK*UR;AC zq}HdIuG;KHfSG_LTI17%r*6dx?L<2y)4p zkCTHT{5-ie$Bf^e)Lr->aou*(IkRmvSW-sj4nU8QeNVHhn}z@hh5d584ePI(Pw0=^ zU##+tEobjCvuxFv`840!RQ|sZ@)2JP4DdvuNF}=*Ns?xN_{42U0Fu*6=qUg>?=gG_ zGJtLqjoiC%>V^AYyt#kXzFo^7(B5o8XsvuY2ItYKio%VHcuW#R66NBL;pHI9&?{a9 zca(D%3?aSZjID_9-YuRw&U}4_q z`eely0%S`b9_Swn&Yl|VXgfU1%_(6Ddkt1_(?+^?>_V}q4??wQ{)FnN(K52$2 zBFiKqx0%NKOD%Mc#LAYSY7oQVOYOsu8$z3a;V%GJMFyvI*ZkKuuPpz?Yp%*XpUCZT z3m7M~JeSjFxf~Mh8#BC%8jG~^@U#Zj=U;^ZOfEjY{r3*xxiHKa4-Lv9J1IZ`1Y;#K zA}#P+76auWoE8a306?+;h+YUO5W)CS_|2z?{WtR0Gnj~+hE&U@3pC|!=1jurO6)plKgk$7(cpq*wg)T>nC-;40=DY9neZ|I zif<`3I%lz)Z4*!nZx#k`3N14s_wl|&eF81(KQrP;!IWcI%7pCweJU3)G!&;#6Pc)!;twSe8M-B&zfd`SNx&ub7tu*mbm*@#;VI%M95S3a;-e5 z*N6RhCt~_bkTkS9{Q%HoWs!5MNCf1OpFsrqx6K;t%C#MX{(3n&5HdjzM&b&VIrhvY zM0&v>4sk11co{&u=|kqffES=x-3T{wvcdB*{-2F@Y$g|WBG`IH=*F+D-?b9^H?aOZ znL5tTk4A|^9wXp|t0+)OEB^v48&PGD-;yyj=dM*m&I3a2XS^zP8vG2APLRX{-47XT z1Hohlibz2ALuvcTH~{#>uaHdb5XKE*`5C?fG3Cte91j$mJaDlq6gEXa%8$na6QjJq zAm??%z=im#p^GC@G3%nn`)Whkl|QoUYP(F>C&JlM4n;6wEnq2=!6#$ml=tNTMCoxB z5IdDxq5|cD0EHQ}$Ie|kB&`zK6e>_+{?*2DfXvtc6Cz4aiXswRGWY{b<21zCr2H#w zw^l;XT@0Z;Y+UvXuW`nLBH<@q{UMno`qJbCE`gXaKnVOg8~ytk5)TL=3BcsX@B>K0 z!QMW@Y+GDb8mJp3_@@+44I5IWSWxQOR@&rL0&LosDDKrUxl57rB1Bfo+ynX#Xl|KFok-EXrVvW)qNNoo2o*^c^Z!l!8{VxAth51u}f02r6JFe_`5=7 zr{e6{0Vrt!h2?VyHUGV=gF5RuIKFpuEJlSytVdG$Wf0K7Vn4=^8U(@eUEMz~C8k~9 zoK}=$GV<*6NV27E45npUkjzfNqfFo#4rri@v|pgG)EX9KsG0A;gqVX27U3YDRU#%! z(M+P#CzBTB+zuHJwL)71XuQqwP{1z`p*?kL-IOuta+Gs@P(ze^?%RrRORy;{r}7lX zV>UL)eH%CYJ7~Z-0h%EYu!PJ_85MF!PFn*=2|^|VR|^s)+#2e6rQn!{QYgF07IZ`));MC;V zfD0hJx=ym*h4^?r@^FC-zt27+9@}aC@Qroa^}3?R!_tBV2OeW1e;7KYjTyv3;vj02 zbT9Iny{H)92^`_WV@AYu*cA2<``nj3zk$s10k}rF1YG4Pz2@~I#`%|kE)Y*EKwcQ3zH8G2jDfW?JvaBm zKtu8Ud_nV*Clj0^oF>p>x8)?&Z=oOnzwj&vf-h>cuq9Uj0$p{Sn*{NI(b0%O$x|F0 zZO3eooStLI?MDvL(?O3Io1+~Z9!>@a$&n!66V-^}Q2H7Pu4%!3m4`8h;aS=w7s8&F^*I@YZG#c<2ea>1ySS@PnA zX3>Qh*Wo9#Dk$D@MBR*F3VvNLAs{1zs`~ooo75omL<+ujeLg+$*o5r*_`}!bJexO{ z|CL3OB)V!8OlYGSKp*IjVz@l4s*4Nh@m`y2*xkDVHn)qHdlaeWPgPvLEY`si>A|BV zX#jvT+&m%{$Q?AfTm?N72dbKp;+$h&6}yid{_c9J`q6bE)&mnGZC$*)jl*rLH-_oM zEQDa~M5k&e*@ICJ5`HmQNvvH#Pe0VDf45lMblo8nciY0A%h|p9l?Hq{xw)_Kl8>08 zAU;I|t-$izJ~jLrq_-gwy1EQTlS70P!O(0N-@zBfe60rd5<%1G>>k^>0vM1g3@U8=e<+M>)|^95;=bG&i&%1ANwM* zHbMq~X<#xeP&I{|NUT)=T?X~!=Hy&~4PVx|jywRoYDcrCpsjK+&)_!RTL}0DuHE%m zsafCbOkStq@iH1TWxLV!5r`UY3Gfl)FLYH_=2^+$T?(Q~ivcIsnfm{2dSK^!w+h83S9SG zE4i5{VCh-+Ro)P~if5Sexdmt%%*(M!_=)dweDv%lm>hC+5NRR!A_y8VwK~H8+S^52 zGG5^JkJP3b3+@OU;qCC%z&rfNfigqMZchpj4ft(P6e7u{dbpgN#)x+-aX5r4iTo6j zMnJs@WNm02DEP*Q*b;M2KzN^IL~P%r$tauN2A@&B;63Ip&0s}z{D%+sjqs#quw(A2X6 z$0xpnMC?F@me5O*J^|^FIM)+ZLC+mD4aa~HVRG6FgfhHy>T_GY+P#vv%>|65Fi1z68LYM4yU`jGVF3~R;9EaK8&7ku$R!TA$cf|-R5-C-#$*)|{t6hG!f7C0 zO9{dPQmm0701VWP0;fucyb&GQQE1oz4*5P~J>^_qG{fsh_qpGxcbLfj@b1sb)+P-d zf`61I5g!m7BePFV&PyUuuJ$`_SoG62IXLq<4VV2v_Y7SJz7mJ1{@GzFFY)CLTr~v zI;oeq7z~WZjICK-gIo0j+#8KJGYT)jkHwzum@!p1tRaDVM!@IGxT%BNaA{d7Dlo!} z2A6;R^5rSaVunHM{>-aMS+Ch%_=314^tb}zd2jy!utL>xI-t!E!M)E&=3;>6s#>QS z@b*=5q9K>Kg7;beHMHX}74t4e>1{{%2>+~#UOQH|UB+WZYf_9gZES5*YMFG(Ex~|1;?4u;mkBhsT84E zAToRzkMh!M)u)1PuqXKw*@16Hbia5R3Wj+U8O4XjkqjIYR1*L&(W+x#D4>id4J+(S zOsqK&(Hh7xUfM|q?Sn+Cen$vG6K{{I?`^Lzv-*mM?O?H`!r0+= zfdN-C_5sd}%%nn-omFELRfZ`6zBG{UJAeu+6Rbc>OdsYFe6r@b<5@Zi{dLP0A%>vA zr%gs3JGPO5o*3AWlK=ofqMx`N9&TbMW*Uj<9(9wMwX&a>u?tuZY-K&q52_L~(4mJi zNjWzoM1_TTK>fSbJ249oq&tHamfuf|&_t<)vV0&K_? z$Hor@uo)bfiN_%P91*PB3N1l);e<^hG2Op={+`zk$FKPA7aHJUJ)Z)&oShuGC5EGc znUw&R$qE;nqoBu0zp?gwGQbUPtVId!eB;IzZti!!I9Sx{fc7z?zrC9@wi8bkU%vBL z3&hv=e&~Y-I4bx0OYn&E2QI`wj1*JuePl? zJdA&WapB{%NPQ04;tSGT>tlxfy_HA>9B$8?TdTy$6Y02&7>A^$L@_ zpNQ8l5m5n|#-zd#h)T$zN+H6={@~aJq-){wO?broo1BTb@3V^Rvx#=mXJo0FPmn+Q}ou_#=; z_^!xW1;vr%DyM=F>kI>$NevIO43hJIdI@26#d|L2s|2FU5KMwfKm9uA{9h77ly--_LOXF zgviMNXaRpHeDI6sBN#T7yLPjsdKokA%(oS6OOf4jFm!>WahzC3Fu_k7&7T=?4A9vK zB{=LVZukwk1Kv*kD^p(fG2 zDn^;6KD~I6P%s$cH%e*s^Zmq2g8D%vIbB1|>o;cNR3U-0(Xo-x3u0m<&y0fu{>r5H zdj+%}lou1mtcc41G@zz8>Jc`)6uH&AUcGsve9{=wDRSH;X{iA&5$@M&iGlR`2TP4Pj#wpCSsFc6n}ONc z)=%D-SG;^3<$9(WgzQL|S9_kn0pUP!8rY9uRK&CukOlfSWHv>BXAZ20$QiWb+fJ@2 z?RXVt8Xm|obFr!@G(d$v1C-T=6@9Qm>f9tdwlg6#vTKrGf&n5$5X5P}VY!S}^!4x^ zAkBQn#**lxv5n~{z=0ZFp1j=jFV@gTN^V*wev@1}!*c{RVVl*Wogk7x$T$S6w}A;) zgs52*4sb*{YIw-{1#%(zDX130rV>MjsDtRm`{8(2z5yBZ85~?NcP0l<5_0MTxFrlD z&{IUTM<`)er-eA?c-AEh#L%si-FI660nVdfrWs(n3%OhW)>{$pTT_dk0QoE>Mnj{Z z(ZB}_5{o93DcqQV246r9Wg;hJ0L!m{~uxLbvD*od5) z_@of`JKT5RD9~#W>veFR1nS1)fBx*5{JM9mRE$c!VH&5&^|$Kk@{^DM5g?@-Z3*6} zUG){vGYzZ2L0ZJh5LxPWy-2`*wTJtb!L=_GkzoJgnPW^fw)6Z`bvt6e);F!p^TMV)oRTFI%tClcE{M*4n;qE;5Fivzl0sp|PVEp{35U89wW@qH~bPY&x4pP(&(aSd{k z3}HI8BK<_c=_$|S_|*}Ae(E1`gf`6Uu7XZOIL1V6xNRN=`H3?X?P2JdEhCH&f}8)! zl*?wAm4u9g9M+5R5uTOcg9)kwbgzz}^9xqavZ#tdb@-YH^*0Dv04WO;nt}DW43a~NA0zdE!18w&XVVSXGnRTq8 zB`ihLDl7agA@$L-y1<|deFQN!BqBFl%UVx8@PA857b2%bC98DKElc&dd+UP1?XM%y zATlNy=EO)m)RgV}G!+%2w~zy(;1ztTXeH&frB{R4>iNdMuHMO7|M~NA)4Wt+K;{=Q z`u4_lHSG-0Pgy5{&nrN%tg`mnb{;v=Wj%YzIohC*{2-SR5KxJAz+hxu)?&Qu&`dw# z8~WySyd__*G4p)Of8=IgeFLwCh3&m5E}Z<1l@xo`YU)!wk7V8JFXhuSS(^Q%Cp0Y4 z(T9l^zShLkN3fE!rspCntvY3+oilI1^AZOeo0xxnuaVhxYv$_z!PO(G8wzrK)R9(H z96LmtNy8>x!5?SOmx^3BJAAD0uoafCm2j9P-VfEns1g>=tq-0vC~h(5OR^K0(*%=E zh5&)m;`F?|C&!??C8Qim4+T)oWX2xI1hE=zeUFp8>E_->i=5RlVHrf^5+;UBcVb|6WSCP z%)b5Q)v|HS>PK%sR1+HNZ&e~d3koALo7ac)`7Uq6R2eavAS4g^{e+B@`E2 zBqH_Xl5r-w5tidO$;k7Len%YsD`Bv>%=9WWmi zgeXV#MKk89jYMVcz(Ko$hgf7G{F+xb-tlGJ3O5AmpB+M1n(Bj}7VqZ#r}X_byb{3r zGI*Q&`7#QUM#AyA*=V}D@?2dIeXx}bcl)oM2}^(fZedDess3cAyM~q#1v<%qv=$d6 zSbRdO&|G*WLaM9s|ul^Qrewte*l_$u6wmvgv6R21I z3)w$Cj+xWXBaZ;^3|cI@sKu|a8wZZB2+$#C&-2fWn&H3MB*-6|9_9L5GTb92l{nBm zF?uTF7PZ*$vw2f;q@vvO%}=;=VlDS5GGE$nZM~<;Dk)x@ZtH-&@l~Az#tcUm>{S=F zN%@Zx(-HyQVV({ZNFrc z)jy~AQq|w+dv*Q3?>S4(em43&e&yRQ*(v4e zzau5asg66>f7`H<@^~q*=l6Z{@h(n>3XYfLE_t=%3UMn0w{CscI)&U7ho;=sU6111 zk+dLP^NdNrZxabo+EsC+J>0o*;~oIOHON;D-%g;_{0g-j4w&rhK1vs9l)U!E`&Yty zFNr3s!tFO7kR;lEA)n__$UFJY1rehAkVk@fmaWSBjkLzgqE41?Sv60%CX)Zt9(1vy-3!ZpO!y3eHcrCRfhjY$6+|90)_qG|;xz zcvb#*XHpGd7=#sNAgsYW9Oxp@pw!|d^B<>oe!_8)o;Zb1X3b9O$<^5v#&?2sht;S3 zppvR?tI8xG3Sz2v4{8*?bG48DFhLO>I*l#&^rQ`|-3#T?*TtKPnZS>`RV|Q(UaeBuH zJ-MYvI3zT~eazh6d_T=6^tLN)`=TNUmG%chZ~eVJfVxnDrxj%S0tKlN=Cgp=EP2(7Kvs?wkJ?Y&pk1BNqlR2nQ)LT_M>6BT zHoXg%HU#sV`0F_xgS`$zi+n+4Km)gU(i(j;SEoy7re^2!&Qb>Sax9BUW82&9B|t>A;M@j5xpyJM=lA4yc{uN<_$*?%4oe5670N$c zT#*^1bzH}Lp&7?(uHbj8wfzXm)4{yp;Etj2Co0MvSYS9Wq7jDfL7U85) z>4;@3sdBR#uAk`#@R1jucJZD2etGrr%rBona7^`_EvW{uR)dvedSe+SJhy62o95X? zNWA<7@q|IfaX(`22-#&4Zcy>sbySew?BeRXR>xwCTK6y}`qZ%?z}+OFg-XIo${+dW zKJ;cw1fQ(zbh!vUWx_SPs-)VTS({v1uLFX(i?hg*F}tn-Bv8Y}Bf7O)Jl&tupMTgym;791&+n|Qf~M1lD>OCgB@g5tVsLpeH#dJ{k-4HQ^r^_YNFKq3_O5v1^lZJF)cku6O)}l& z+_o+(lsbIfAVl7c3RkpV9;KU4Cph0es_|FmgA-boBkxK!t|V7ktDdT~%~e21=-}B# z=TI!G)N&~yFUmZa>&*LYMO`izUb>Do9^K;2PEn->0&Ta=sJ@^Y#Q9pz@;Y622dNDg zS!kP4ngsE5Gv)&t&$KJ^+dK7czS>Azh&p>&=RIZ>T-2{Ab!IU|as6U0ql7NbKI8bE z__G6ZPftMS^}c>^v4fwF-Aq8Fv}$;g9vvO61zT1~5{!Y) z%9M?jHRvmlA5YL8w*lQo;XKGj_uit6`fj)WvenM;SnL80c5d{fSE>1Bu8^46ldiP= z!7wnst4ySLG`en4_7@vB#Kxj;O{;r~C+r%LjUk8A_G{DE*Uz6CuFuAx$swF0bW?g* z&u<9W7fIvz{6SE=DuMp~{$gl%-bKioBHPwpTFfHQ^@^guOVVkNji&L$;Z>Gj{?2Sl zhV(VZuI<>3Q$nx=I;t9NbEb>@oKg#%!rocjZnPWu`8e1N*p1t-C?9efD~Z@;6%e!6 zK;VK26jM+{_&5QR(BR-$1a<-F=z%6=*VNBV%i_bw0>vg2bqb3_?+=~r_MbD zfaNaTTn-@~zj7i(NPca|_kl5x?1rM;u!4#K5hxar%}ESw=eLCz3YaI$ab?Ie@1DNU zWA^>1#E|vs*8ZJ5Wc_iexpI`j6hNqd1lnZj@m~+!5Nd~7u8M?=$3Uu_;D+Ec*qM~p ziR&94e$3VbwA5{=MweF^)r(-d9e9Yq7;KJ$hFqXtK-|Ny*!Ho`Gk+}4y!z{Plc}B< zJ3Es@jrVkhMn8vglQcyiIx;e9(sFsVi5mWT2=+AvMmTmd6~<;AFi88fM5Hhh-dm%c zAKNl;N-;@fOg;*D?Bm1rr-JX@OH$(W)IuB=Ot;;)?+Q->{!ZAmB5x9tu67*tt`n89 zfD=e=J$rsW*AYEl-v^lo<2FdeZE=4YEO>3P8ETBupP76nxpoh*vU&vVaCmMS@WS!V z$88~ahChD%SXn_tI)^&`0ET`2e8BV_FIyNa`*ZX>yS z@^?N&ld6a0b|6XOaOMiF$H6FVhgc^@PwqRt7~8ky5gHJ7tG%-xJdM-F+J|mhiDhrexo!F-f(X8 z=sSS?%cc6fFx4sC@$9UP?AQ+$O!Uj6ipRy9<=xE1l5;58r;oZQ64PPu6VzL_G5K*HD z=c{&p$&5>5GTdk*aSsdfAt-7fVk$s$ZaICQ_=q#|_qhMdma@a(^^gv= z%*>+GOuxnB~VTvACDBT0?=h|HkG1o-bikd0pt&~QDO>bj?E?9~>@a#^F&UFcxv@pQQCXia!K(LLqk^ExI>u=4b zM^?n6k~+NT18ZmAsf-$lR7R|5nP((nZvI_<&&2}r0&;|0YJR7{-o1NIf*C363K7ze z-V*K-J(^>6p6Ji6EL{^_SSYm>=5XZM0Ockrfvg@Z*|V-mXCX$&28E9*R$%vTLm+an zp}7-&{;#Vi@a8rqGcGm#t-ibo%GdWF>M)ET1%zCfhug$p@A+x>qM=&DZ7=x{Vqp-; zTT3eCQ-%FkP@5#e$Fm{SXBef_b20EiX~VFrNRXNAQ{cSGz+f~}V!9Tn9}EthuC3#G zSuh<&D@)}sevsi0htP#QCxRs6F-yXHIl&e>sd)S_#AR5-tJETxD?ESrQn+bI%Kbk~ zH*b3K)553IsE~h?YdZ%r(*Z=`e0YvmG!Sn)6;;)dnxk~10m0roht!IzRM|Q&w|yz! z+9xv;fj+im^8Lj(O2YIDPC9W5ZA=AjRbE~`K>o_F#`|-EUH0j{uKiO-{b)7RUYQ4$ z6&3{p>nfqMPeLjzMopn&F;^(|1z{h7T7@V>GvQ6PaLDc35Ak4GRoj+x^)bIlrPU1= z-kebPz@jJRE{XFM4L`$9gja$c5kLN#*_30I9PixLp%4AA;mx3r?BpJ(7Ax1CDvSa& zrh^(WjfWp6ex;TC%_ofxB-8PT`=np>aMq)OFU=Mq3^o$SuJzYkg?q1{sHi%GL4ofq zs$)eO$x;ZHp76hIe_67rcjv=)>P2-ZAYhB-OMC@{4D!r zAKIPclZ|*M14rxwZEbC1oo&=;0Gs!dk9LE`KX-+8F(9Q-qy7k&FgrEKbBKkKy)!9v ze)A%o#VrZes=uaFc13+S+vei&`@qb*UHuR}iaW1Pf)EzHH4*@J`(Vw1dGS0tjAreZ z4Bi+X4juDL-%WdOqZ=QJH9e4ZE6|s1->yjvG~ZchA_E&2ugUph119ZHO%&az7u!X> z{C_G2mt8NK*szUcBQL>zeb#9lqQd*v?%H=9D=s;`UA|%FYjMGBSPZ{Wt`BKY0xM?g zJLa_>!w<};3qEs?k)!Qzj0^blaa06BVPOgAKAmy!C8-pV>pQOY)5UYmw!dA_nVE{Gv5-_%gucuzsE7!n)@xDl+h!8RAVpxdN`TWG?P^iJu0S80bl*@o1) z@6N37f)zx`jisgm3r7D?**|Z$6Z?B{Y-Uokk$-z`Q={5W#G>N7Tlw9sBPV~{L-)p& zv&pn(GqTE6x{{#fHRzC5?)g3VJM%+1`$K~9Sf8dmURmw=t+id!X!+U1y|e%<0+0Z$ zOFTMz;ksR+5xX2;)`u=?R+tGjO`575rw>QHdgXk1W<|Pil)b#Otx4+2Wn&lpaO0(; z5!&7^onKiD0z=~3i+7py{Ii+l_hvzN%x4i!{RF-OV^HsAV?IS~NUXBUz zE=TNpWASHlw^tzgLU^|Ps40$$1S1_71Cnagm51TD&QdeKSHg61k*%JLUPm;6bh&@2 zHtAhdDn0wODB(6|)<2#{OYbt6)zKE&lV@lBFL24v=H*BsMNwv+x!)NvsV^nHPC8Hb zF7?P|KBS1E<}*dJGn^(p8tHPwf0-y9m7qP13sFXys`L6p1cBG2{jAX{uzHeu1Bb7Z ztTo_k#w9m{G98uR{~dTD#MDr>yw!d`Z9NEZ=Bm!4d(F7V$a2Ts{GXS;=}+HYFXJ-2 zldNUxeDiHHu2K|q(}={i#$pwNy>`jkoh--B(sotfY8n28^uF2`N1cj|nM7oTX6~md zz6ckPAmcRu+S}5ttSer|7~stqr0{cU4)O7lLrb-4t|%#8?Q2&0Z0^gCGO91tW1Zb0 zlqt7A-4Ybj2Lc1Mj!ZXYRnacodl_DHjV#T?OZ9^`z4@J={_!WzT~5uvZ-k;IZw7mR zezWGK1TC1$ef)mgtdtu;@A8?4oT_X=1}3}>v~q}xZ$+8cg4wV5a%zj=?#vJFb76yF zzM^RJ2_423XP<#!)8k_HW%i*F>;+e8pA*UDPbZsUz`VO`hi{d(IJfi$AKIGXddytr z6`?0SyX&Ja@hzP6n%&-V=9~O4sO+14zW&cF%~#;smHml_{SMziy6@%}76vx2?&7M5R_yG!KOijcU~ac_#& zr&7(lxB_olGihmTd^RURnD$&LDYoyubkv2HDnLJuO58i=uCO&bnIl1FYZ48<@LGg* zH4pdn*fpD+!0+qOZoZcg-EdQZ))z56MZh@(-KLI~RuHj)LO*DYw2uVhlo#>NqTqMLg6B z&EvXsD#8RM{kL-yw&F1EKzP#yzY_G|K?<7wPE@LOCn7u_p${P*cd^4MIED?a=#K&C z#oo=wVhM!N{ZG}|u=Y;{t~DCD8U+{0@}qA)D^bisPz=%wmUl^9P? z^_~~E{VFCs{P`GfZM}^I`B-97cKLeBT+q_`EZV$5aAEojp=yen{!W4xOGd70F6taD z;2%hMVi@{Ru7dVnz+LY#^W1}a%5(hTr~_2Lyl>i4su`BeMK|w5ug}Fj5rUMq3ZT4z zGAj9q3fqB!0UX52gO)2ET@3*zVDTD%hrM@$-#qJ$vv?QtHTmJ)WrrcjsEJX&4VX3v z--8rC=mOmaE0u=Og$klA^yx4^WW@?gc=U_g6uz>xpLGxp20{$L^^Y-!>?{Ct*dvZz z?(yQW`nb%DjG+7Xfj3#4L>XQF?wvN2(2ov=X$T-8zVKaPQ0S5lv>*n}iY>5Ik_w?A zjsmi6g+zaDl)rfi*^T4;O{s&L)9yU%w3w)M-)kzy1=BQu`$Cl_NF#`rLb&cfJ4^5w zk>rU&e_>ZN47Bn@(d0lye(R0hS&%8+eCf>pcR|ho*2{w%KUh2R%)eM^?k$*cM?;no7`f;QF|^BTIRp2wJY;B@sg~6xAK|3i;MNUC`qhgRU_6tzxuYfY zP#XzI=Iv|=I!+{nKW6&x`A2Ll^8fNgOJk(1t#{^5SwCzGK&*rdH=> zfPAOb;Yx$H^0w{U zVfUYgF7`G1LrlV3;$}GPT;JJPkcQF3ohL^~9$e6no@3I67+MHRuC$ zH9g{ab0$!__!BIPY&`a;IWUs)HJiT+b;EP^sbE^15c1>O_mQMejXUoiF%3PO?PjUk z6&WnH8=sIR*fXV{%yaTp`X9HM`y_M`f0B;-*Eo@>H&i0IZ??>M%xD*}Pc5B>GwE>d z>~i3s?FhXk5v-dmXJ8*rNzIszbv1pXqpNAno|k{wmNEuLoh8^uqa`QGCtrN#prtUi zeq5*&0+7?ukPf>;iEdI%GZ9^2iTX7!i?&%f-fL(@8H3(jkZG2QW~ZBj)+s3k)=kZG z>BOrY@5f3CrYY-*HME?|SaLtj|y3+5(*p74b>eY(Ko>DD4q2t8hj8x6`%_ANW4EmB)>K5GGGv<82S#Ab4~QmDFZ@i9Cs zHIuQ+XAT)XR`?^aK`W{;2o!IxeNle|r&#;}&Fj5QCY1q`7>G38ZTlJ2!*dlGBAW%YkbpuW4QxjiWSLDCQP#g{~>QT9yLhtKrIeG5$3Qnrvr ztXYX=_3tM(%%(Pte{bJ?a^%EbXo`#I>)%gt zWvwXd+cop>PNz5g*&CeCNtKF6v&#U8KSNp-y+a3s&Mv3xhZ@(*T2a&k#mxFOcGW1I zKMf^X;_e(#Ha4v7w<@tqY4MO+Nio>sMbEIHek>*T?#SMYr))a=d*fc8zPGUHW0v>6 z`BW4(eI5#^CEfc@ZdszT_2$xCvi1)oa;{6+V|>>o>qDe4o`*!@zg|3B0f+znAZjap z_k0^isuwOzE2MvF_Y==`&UGQqV#Vht7&ok-E^UZrH_6msPTL)nMqe-(s{P9NoY`+- z@)X0OH$4xQ64;}_ayQuZgy!)lhwv|cS1s@8O=F%o)A{A#w-fC685sv_~Xzoub+V>YWm2R!3)B=3XT;3+`d5e0*OHM~b zLgkp9?L*Proc<9tiYw;ygqYM^Cq-TG>$y_rrUm}`a_c&odO44L$ zT_x4WAI%<$wHy+2uG>sYdO&`L`Jy~7e2G&hn}a7iL36LjHyu@e*&kMe*RyH87}d6q z^*L`6w$43C?ZF8<=fc@2ahe}Nl7A*jl;lLz=E?ia)s$2-qx!X#vr(d9`sc5*;8$}| z!YhNhj7Ee`mFPb@Yq8q$Z_oO)yNsk410Qlk|1{ zy^`VzGXL*4oi=NF(R&SW`75x`+`GQGN%?|(=WZoBPpF3E z9Rdf}`e|wGiFN^3E&8K4kGu4&zrt+K)|czIgjbprah#d zGH`7cLf$Cd`+wbMqbtfbz7#+;?`fb@Ev@@%KdIDj#i-Vv2pMPU4`%&(9Vtx-l0XidoXPg$ukkig#O{*bOpU zj!E59d_gkY{LH62B!*mWT>rQ2`t&9rlg3;Jr8?{@IMir%miYxFGrF=81{d?iz${?f zCYso2kyzu+slNVF^7P%erktp5u$#!bLO=YF*0D_OEVU=W)Km>CAiA zcg7J>SUEbQ=~StT&CB{VH@)E|?aqoa%-frO&9U-pEkGC(&;$@#F|}yefE=d{6^0u8 zl!-4Y@grAPZ<{EqgpY-C6_|&HZ?mXb^8iu+BDv2`Td8Q=>1zarH7t_4iy_l1T2?#9yf%5GczRea#0mgoJu9ou|kmrVbfvbVZIHpisAJMT?q zN??P!P)E_ow`v$W6EY7L4hH6Sp?B{lqUB43q~)%pvsM29oNbE!yx;AA?b@fNzr#CF z3u-@$7kR9LV(mfV_wfqbp-=y8zK=!2MIA(P>>7@6vaZKnv}*Bwz$V2_#d~bzECVZC zqp2z#i}4{i4n%%WeQ|gwQORFS^zEf-27HrhVPgH9|Ju95_8N2tzePAfj_bTq=!6(EU z^?Z}?OmOr_W0$+N_=~DPj3UI*7|{6hm)9NLIhD;98e;f^S9#a2UBzo+mdvyjlK0V8 zgqRng05v8RPO!*G;aSJXoj?HaKA%|Tw zOZApko|!tf?>efEc`dwZ}gnV+CeBQ zBF#XAd4zlY2!OOT000n5x=hInB+4W`vS*=eI`h#9JeBFnlr?oc<%EpW} z$6V+O%3yD@2b?cR$pBrtjwG()JEHp})*(j8#S_&ay1E-2=Qb>+Mi(~mGi_^opk+Pw zS1ND(>`J68V5R@G40mv~B zUN!S4z~(N>?UnKwePj{tlT1TADFz`$d#@zl*`AG(U!cCel-A%-e4Nocu}m%GP`7lB$^ zw;d!vCwQG-7nsCn-XBOO6IIM;7H1W3bnUnFN3%dD<-Isp)zHXwOO4x~iQ6i&+ReAq zXFdnGvCUCvLIp>Jsw;*gYL-;om_s?Kr@nkSd=M)F5Q>mG!yi`~wZPq>Xu}fRPF#rI zin3KuTRFinI6~UT1%+VITABcX;<|%hnO{?f;7Zl|&J5P+W&Kvh7Kr4;#sg%XOrnpl z?ipX2Qh#0}ul*`33tJSbd9l$ej}lj}YwP_^Cnv}4e~}^&?sSDnmUW9a$KBliNXG6* zFY;^LZ+2auo{U5VVC6AA?0@6O$X3e5n~&)fpV}gB|MWen=;yDF-dUP`Jt_Kx zd!6=i0&~ed-W75?&2`;!x2z9^*Tc%+?=q#8Tnem084+Z94a4(0SklBMrP{V%9Skv0Q{$)HLj1kMF&zb~euT8LuIRsI0n=8|Sm+VkL zu3Dut`RZQX>7DB{zSuA>U%urE9mQaO^5jXB5?Y53-zf2+r(~XPDO;rl-w+^^;=V(| z$79Qvw7{lXSp(#5(b_HLFY{9L?l<{ApZh;&Rfv<}N!-(W6jGEvWzq83IkXrQ*Ha%y z!}OgcZ2$VdCFnB!a>(ALHeTf;kTi8kD4K*7iaEoV@Ku!DYj8K@9~-ZJiJSe0>fBHM zzkl+7zF_pl0g)n}d+#>id-n+AJE3`vP`C_1QBI^BP?zdJ^CNa{(xt7vUAM(D#Tu1{ z+wb&OpWv7W6B|94zbEQvKEnB2sql|VfOT5ix%ZBywVdyJ7kmph^|KyPK~_!S*L?J= z))4JMzBAjJH3?9uTft?*0CzHM!oEBIRsA19`)(6uqwdTMHUKQu!G<$3G9nEU^`pmVpGG}c09B$8>2H1I+?`#Qh~oF_wIb9{p3x7I4Jzm?JsOF9tYH3GocOI#1b2J$8LH#W>L9aJJ&N+V}!Iia?d=+-lCDU z$`)|C5YFv}uqNO*lwAIyY^zq?#Sk33vIT5Sg2k-5K$&mH0*wuU_xC3w_wMX{fngH1 z1_?uf2QhIXc=XbRclCcNvfa%+#|K5h@`{llojwVDo_OFvNMFCe>@#8N$(hF1?yszp<8RovQe?7(Ogt>sA^jZXFVE9AYXpD~?m|%hQr^Ifm!XHrV?F9EY1a zep+WY7VL~WS+pHzB4Me^FKyz#QU~!tVqCbJ3N9R;D9?opY+;PYlK|thSi2hQS#=;L z&WJjYP2!ted*QO)Dns}0>&zdRrZx`1hb5E;F#P8an-(7?KQcxm$^sCX>ohMfZwF-0 zZtV}wratKg&%vt<1C%p)IN)MV`S%FKKw0SXrHubG=HD9nOHs=(+c1fi+8*wn`XU2jC3)DTm|t;fj=w|2wXE zMmjnnz~~`V5ZY>-uLZgYMPL=IPgqy!j8EGtU1N_zm4!M;0pw2&_Rr8qh2G+(>( zbR^L{`$Rm;m)ccgRPaquKtKbCKWy#NFxer8L)`eYm(`_?q&neo3$CJVXc>N{Jve9q z2Q(K*eLVr*L1q8`TRfz2D}Vd;hx!KLppgd2MyKjS+g`qg{vDHGkXqH@V?PL-Ii^`D%db~av9FNQ7T3ol| z2o~75(#(a89u_SGv$-n8C@$Vfo7TlD`B87hH*LYXjNT>6YGsb_& zf*)T*77%dL4PpNr^}Z%5JWYm~195h_(3)dn7!7Edx}SMkSnshMX6Hrv??QTubo0Mz zJJY`?@2icIK5lJNO-OAp5wHQ{f8WkgpBFl_vYkd$A9mRnd zAy#EkaTFvVi`BIAMYdlP<;RQwB1P z8=Zy8nL?lpeg4BxzkPRE*MauJE6*Rnl=a`HuZ4JJw)4qbE~Q-fME^UlT{}v|Y)+sQ zhZ8-^wrB%FOBs2d%O0US*PACV+Q>Z;pQCP@`1Uyt8?*=O+S=3Dh^s_X8)&G&eP7NbRgT2{_Rol(9)2)VaZWiNrR%>Q4;``w_m#LW?y~M z+t8ycR5m;aPP7L`JP6j|eG$Z{)TNZhm^=hz6Q{dZ7Be<2g;XDv)xdon<7;F-3Z5w` z=k_ccMAoueqR7F}*IrLJkNw!AS+q4fxvOscoD2CNSrxUBRH4_G zDE%SufAQ<~u+#|5(l!7;)+=6SB*qg4;%OKyEl@-R>elXvr=6l5;k-L|XQ1L(_I4Zh z(vfni(yuvjVeR#OGr%Y-$*eYE{*;_vK4B7Ct;0Q}mN6Q(vPvhTF20y8ggm1$>)tAq zUw0jVmLp$$%3Mi){lEQ#D_b{Ds~l;-5U(dJPF;>=5kMo;zxqK-1O)#RFi6*6!h4#> z0HeT@zK?{@P^fDc0~;1;iqg@)dm>SHchawmtV41D+Fgam^>R(~CT!2MYn7E8wx8E$ zY!r}Tf8L6N_%FJ_lC6F8<^#`%dZw-NmYp938{)p%ZQJhTp8 zv$d*|B*O?~60%7wzLEw4-OvqilTlE7sZBX39Z2GixULG>SGt1|wngfIFQUV{B~wcr zPT;xol(0EbSK`O+v`GgnrOBu;yAjJbS!C$G?%YuoShA7CF<>^FiucVWZ(M2RSwCw1 zONbx%Np(`llQ2d3M)&+qgkb31)9h_H%^-LK5`|NLFEKeGA_KZB4{~>C=J{6OTTWI> z#+sH1d`Y``k#Hv1|2_JX;Kh22*2{C`%GHq{17K_pW28Qf>|_} zMu%=+w4QkBj5IY(gF&;3*ZZQxrkJ8C3Ia~VLbL_T6pG8&ou_hmV1~`S5<=S^ zbUsehdJ7gUvcB*P3dCL9^`&W*-DmcK%qpoe^}Fw8%32bL26kMs(3yl<5;CcHb@HA+ zzPGH_fDLJ`_Ip$mA{HI%LfzNdy<&Mfk{^Ir6YP_1VTrUwfY0v4lrr3Av0hGu3UWFm zPc#Z<;m>Db__lzzS-R)+CI8J@Pm)O5wN0X!EftCrIrJ%^U6cSqZFM&2OL7o>`eju* z_UsgC8|0%@JO@sJbh8$TWzqKS-zx^%6RoVR7bPlsQsn?bcxjgEEFd6V4udrAq=;c! z!K6avp|Jy+%a2KXSd1xG$4&164{}{OSVoI}2;JEw$Mu}`qgyYp6wC}%YQ9_YI*h?v zM!OQ{+cE*YL*LsCg1H;YP8WA~`y!L6ygwE#UIEG?6y$}7LSe3I=ZhQTT(=ld#Ef!D;%F2$+~TJ=9)YBlId?B0&S!ghYI)ALTj(5Bs zQk9KaEBcl7@J^z11u)I$sv3c2kvdm5H#;_1|ogSTcUxxOo&C zWx(eS_|a#`XOacqe}7Gh`F&IojxT<)7`tE36^pT{YW86{3-%w@F6?&g9w zRYCy!q&06TNJ%#?G2FwamzlzRl|+m4=SvM4z0`vfrcAk@HQzzm;-)$mvif^VB#QF| zAFxc9&249yh8$Vpy?F6=5;;^IKMXZbA+V0Ur#riHseMg&V5Fb$?qz7>vywC5rR)!O zDJ9-FzAQ-x%QL5mo!;CbSOI0!#qL%x6U)`%&=9MnSflIGSt}AbkwY@mag#*KeHxSBR`i}=$jTUHz%TE&l~Xx~?ElP@_EqJ-@82n6=-m1~gI5e$i1;hb%?dGIV6Ha6bt z{B?oWbNO1&FIO_}iEp;{QnpPG9_ZRmd_5efN7Y*OZmwl{%977i4hbg-Ki%)Z#2z-^ zJEGIGZBl_Wjo5K_YIGOEW!2S3)a9&vvqDB+1uYV z_w4HAV{2}IYD#GkUfD{zt(via9Q;ok1XM4c_+|BWYLsbGk;xCjKuzh^6i|c(rvqPgI-uQY?|J+t)cgt zm>4kWi5gcPP&i$G4}pbjSQu$zcx-MM?-Ker+WsOD*2?VW+vGIWlY7krA_ZT)HUAXB zU;2Zf+1>?bTT5|yDL;LRj5X2Du5+)Z;f)`-;fGf>G=1w`3`bK-AX`hj%dDj#8rhMH z3b66mqgh&bOx6KIGWu%KRlz2;Y?QL`hRJJ2GwWbL4?6sgclZ)f#?=%QD0(YvPVJ&Z9MbNw->uXjW#-H7EB*`iXd$nX1%uqg~XG!>6?ovAz2?K0Wp0)vHnC*5`DW z)k0iuc31Wsf|e^P81;0EKqBJxlFs1$5lp=Nw>YoAWsqzO78ZG)yWY86aVn~ z>t!<8h6Z^&Waq3|UrQsCb1C4fF!9^mtNNH>>f&M?AkIe9OYW|&GjoS}-fveU+;6eGBxo0GE+UrGyn`Dl7z{Zo#J)$pgJ0#M8X0rECVy{p~k`-|}AerE2g&2-B{8d;Yz#DaxBM&qOnH&P?pKBw3NQij3 zQW_cF;cdI=E++HPQ^8;oP!YEw&8w+>?nwu@>p! zPp{F(*SEfP!|2mvC#?n|V`6|ZhYlU`CH4AQ#*0)@1Nf4ncb#Rt&MPb}L{G60ZJ80S z56D1EREFKwQaTz-5wA<1SC)Td+ucJeoNf1ut3d=(r@Ux>udU}o@-HF0Ur3J=E6;yM zMnz2pOW3>J}Mt?S7)-3iWLh`{coccNrayi%Y>TWU}|=zVyUr zLvqmnrO@b=nZrkbBIStd78Mm0m`xlPZ8<2WC+uS{ealwm89Bl-%O@y5Y<)zcAMqR+ z*s$O6Gvz-kFeoB8Zc^_Q?0I~UPi)jTB&<38Bw%-+}g` z_qIMo3j4h4LwW#e+GA4tk6E{^_oLsw_>?{tR!b34Rur-~MMD}05y=)M zS>-;?%lrGifA{0Q|GhmP-|y$0ab2(LJfG+Dc|4Efc%Gq0k7z7sS;Io1P?jIiRMVwU zXzM7HWe=Gc@Exm-d!+C`3U2$2-1MAIyLp6-0aU<2zgk$o;&O0xOKCf z?B-okLTB9EoX;u9$T3FBr4cEqzblUXGiK`c0kOy8oYlQHMj6X&If0 zva_?Zif2$rNQh<(Usz~}n%Sq!<9QTG-lU`?qjK+E3@i9Uirq){X=pG83RQmmn18=S z9S@r#r$GHsoSSTH1_H;I;h}ZPEyYAdL{iz<*pB9$+Pls61Jl*DJL|{0N?bDnlmllzKIVC>|7e+y zk59tQn@Pu?o;G^!EX>Kp_3`n}ty{U)t4H_?G0AS*RvSRe_-)#6bx0^)BTOO^FCS|1 z>-%f##U0zWT~108?(OY$p6uOkQhJ^vARs{g+;_IdIOz=6yW-;FgB^u3(_q@z(<}Yy{%VMjwAYoz@GC*&2I+;&|n!E7#SJ$ zb504&|M}5yW0SU-wRNn+$+wAnRp+P2I99J_-o1M_9X)*#9%%NXJBgTgeRvHWVS`+Y z{oBqoQ#eEE2HxI#TQEA-QTX-Sx63bHXg)jhZW;E9trokYKT4K2)a3MO(E^8#;5T=7 z*EBY=FfcH%)2U3K8*14|xu+5El#`b?I8NHQcj$fEU`s0Nk;FZrctf8IJt4dyr}U9~ z*oNG1->lA`Ki~7}=GHuijR#}=i;8x+xx3R)etaoYJ#k{q_3PL3GHvFjhA94Xzeg9y;Wd?R9FxNGa{d;6Q>&(Hqc$S)v3 zgO9VJ>B8Lf7^@1q^RMq(uM*_?jNR|yWi+R#v1s2ADM0bRxz(n+wRM$&fdM{7_N%6N znRA&ogUv}ZzuqbdGcEi6_Fhyd*QW1>{749}tPQph5#hKvHziJ~{PN}0(7(aKGYj)S zDkMH`cN;vKXX^Ow8?<_qDi3=ALC_V2UXpo@t82cPM zaxA5+tSr~-*Xc8Mc9ye0`}y`>c-Ar!&BetvIX!0Fu5D{8K@pOc)^faPVq&uH?R7kS zdXMw(vv~UX{&-X8-dg6;3%^-TojTS0?p;81G{=_;zm=4Polff_1$GBtyLQdwV@IKr zDPH}7-{L=`BG-*A@89QM_-$J>5~~rl?yA2(CCKvaJ*B8E){QTGb97T#k{>+yxLXAu zAbDARG+CvYsUa>3_DI?BVywh5=l(_>w$)qccqH^Gl);ganwlC~Y(PznxZVfHr-=Tx zTuVj-!Q{X_zupExzgHggcI3s9HLp!@v2*AItleV8w8OrwQpb>d+bLo_R+av+NVL$l zZQPXRC+0PQV{9Z*$kiaX>HB{vyLd(Cf%?~ff9EOwKPnc>{V$RV+Whj)%8t2`cxjPFQxl(CA?XzFxhdw{++4Bac^mBQ?VEE4=q$&A2p7Q9yUolV+_l`mc}$(WW)4Q8`*oTXFEW!kuLqp-Ae*8LI{JUzV{KJWVV zw5wOIW~ZY$abj3|{Klu)n>U#$wjVdru;0ED5OtO_#pm#Tb@kxSe}zRj5w9HABiS|7 z)p?z@@i>FVhmIUkH!tV70Wg%pW;;=#Z+n_a2-&p=iwyk0qs51NWQfKIgs> zs7p!ASsS`V-PSWSMAPlO7WvH4njzBcw3Xu>%=itF`IDv^M@zKT)GTVLC1t}h3$|KH z^XpG^?oDwNioE^@jkBu0-W!sWgMQeO4WK`q8Nf%Ga(^aUQ@6}#_?DSPcuSAG90$+# zrFBfFgzjQLG&FMN>->d>YaWG%Xxhu`lB%Y!T+18se#?d#=>>uD24CG0K{d6Y<&A{A9P`CN6qh!L(>P% zsKMB{UXIa1T+4g#(BZ>$6nr8H-KD+NS;rl$JZhvP$o2Diqnm|=2%U<59B+euNcx$t zC2Pq0-3l`n+OcIzU|bw8s#vPoF-GI-&nf7FB|SqhHr$d2MlVv2E*q zwGGr1sHRp_iB;2ow)6{+@TvGH&*&;O|M&?Gk)q~$B}1G1=_BO`@{@eJg@)V@1Bwr= zx3F_@^m8t4^@`dxA*m@<@_Ng#Ldhn*Q%Gqd$@YlJG;2-g0jQsj1x}=|)X$YLWafOmOL^vUp$~L+bmZYLb7LF8w1j zl$@P=hJ6H5lygvjTcUs(7a3ROUQH?a9p*9?iqqU+D|kq4gZdH-5=jokcCt}o4-Q*6 z-rmwC7#m`K^|cyT2(rC!wC4S+tSk=!oWP|gsf$dY&DBr6Ud%UkR6^VRi~@UFYO0E{ z@oj{07&ocENJaap5f$h^GC6bY)*}z4n3qw?_NPxXI5;>k1y)4Sin*3su#cJ%6Hb zda3K2{(|eG5QAdQmaf9YNB^zlhbrpI?LUFzW>GxGNnUZ&(koiYv1b^r`aiz0;eWre zbLls}$^Or8Xe@mrg_@O86QT%K5m~~w`|Q3-o$9$-zdh=&1>MrdY8Q9t%jlZBnzcu2N7vcgtqa{ z|L{IqBG^b?w|^zUh8#Lc8|#%z#iV%SEp)9|?cDRX>y&8gl0TolLh6;8z8J}FUA{NM z4u`6Z`O;8-bQL=TY;m`mJw)K2U+h`yR^E&-JdfBS6|n0h=^8DYRQuu)8j^mLdVrJn zT?#NND<%<_S07YB%FIzSA%mRkK$cp7xR)byJ(UPy?V7CDiM4{dsnSrm_YGT?kwhf^PW!wHhr zkLqf#J$E9$>eYLvqi>9^1jsYyoGNQ{y&N1OR*IjW`m@cBjX(tr7<$Y_t zj6-9kvPL+5S6y8lJGJ4&9YrlHMDqFqs-_ffX`VGELZ8JB*zJeQ&Okeqmk)|<*_@10^I`387tCl}Q;G*sE?m;(K)E-^|< zZ}s|Vh5zp9F}qrD_s*S&UFW{vckC(#puY^Hd272}@W%{8yJrF-oI96Zl%AaP;Z!&C zhdEgu6%>ZvQ91^OUNjfoDOs&KrZw;0aXhto8yp+UQy;PV5+FrQZ7toE6#{djK0+cc zJ^PHw*7mTd3VnBo|7rN~@v+Ilck5r>*+l^Ut3T7FWo45SUsdnyI>+$l%^TPGmiOCt zY9)r$MlHp}eZG*785v^q78JBg%6Qp{R#U&Pz=pG*4bGeqBY+GLRD#Ze(){l0a}FJs zr2tULen8?!;yiJ&0XRThi?{%RgL@bc>! z5eeIw?R-eFJWSMJc#QoX9UJ@F-yhUf;<b2md-p` z!t3knJ25p?i-$5dGrN{{PB^(b;C&h()!=PTV<85L3VV;0H6?5DZ3SB`eM5ac!{7No z4S@2_Kfk?{YTA!z5Q$Eo;t~*$_C#6}rBtHXQd(TtDxsfFIdtd{dI8$9i+}3hr)gX3 zWuh)pqc+(|JtDxUu_#Qqe)~?1Uk4fR+V*Hzn?HVhU1%4srKLsVy`s+ahU1MRxuVI* zQU5&<`#GUF*KCUr0|RtI484I?4h~n7RIgYd46s1{EnB>b9zMrbJa_F6lj8R~P(0Sx z5LGn3lY{37HFd@OSOPZkv$D+HA7ukS8PX&K81X;Uz88rW*8&lDrn|hX`d_Ju-stdf zm_tXwSM**i)~OwtnVBC(0c#!P^%8p3g4?dk_O7`bZ$Ss?5)s_4p9rF zW~QH4jc9Y-VuvhOUUwet-jF}Pp-%aZlBjlK#PyAbdcW3OS(DZJ>J?jtK~{B!VGf|U zD%;u}Y-pmD(c?@^4e1@ey<<5V@-+@OLTZ;l@Xw$&TDb|Y*t36Z)ouT@ z%uw3BpQ+=DK65=YlYQxWX)8#hiB>~D+hq0aolf-#r#mtZoYC^koT0(r*`n*)+S_R; zBJ0<)KHr2RI4mv|kdSeBAo1}%J)l{ux5ofsA|ifH_tSFdI6j(FtR; zk3_}-5plNE(a_M)$k^Df^ox@Nq7Oj--Me@6T|CKqBny({#l@M)O8EWzB`B|;un(P{sU_PoCbaKfk0qqrw4FBSLHf$p!X^l?__}tK-@!{F~jNY_+zPcm)iuhNz z@BDHkO0kp0+YZKv1-SM%CRsK_GO@9#UAR!3nK|{NZ=_uJP1xAf5U7rtjt=82%c~I) z%?~tIrp`ah&;QjTja`1nWhoSwy~RiF`}zeF>7!{8iJyJ0TL``Jo1C0H^QClGa&oen zjm;I6OAJZ+k95zYrQf%2pYzn94%?b-OuW3j-Oo&M8fx$E_WYUJg)TNFHT7)imz?GN z^6Z8=r}mqf37vkMnDy*1T607x1F#r5Hr?}6Sy%aYasK=FFWsbQOEBB&KrF5~D2y}h zc^i?+8Fud68Dx1_OY7^%NXC=012;rnD;DQQawdNLx|Ei-DKjf8*QHPW{Dlj>pY!cp zy?WwJeXG*6@8x-~$m8PSps5QPl>F>cI(VFAW8hjT$n7ESM6t z{rgokG!$3dym|A{HV5CobHC5DW(%xXw}*-1?B=G1g5@&%(|ViTCpL;RR#obF9v%2K zSvk3v#}@l~dz;IBF7EMN-~$y`Qya>~!_YlF-W7hb#H0W5Dc$V0BlogTl_`A6GQMJ7 z6PyGVz-#VpBtEV@`w|HKE7+h*%{u?$Qr;W+Elg^p&fmRz7o~ z*RpeWcaM$jE^t^|>@gN5aqO|Ow)RTvrnvo4>-IW>qbs^_^5jYD^`4H7j(No?dWlbq zAIhVOu3NV*{b<=$S;96ETftQ2IJ@S4M!J4QpHp`meo?^I!L+`hdI3`2sv ziwJ%|4>mGJ+L#xw)mC&ajU_5Ygq4+*@MK7_@}A>&TDIU1DT+}Nw2zg1kG~vOuoM&& zOs(1j+VI@>S1NZE-0$b)M75+IdSLT5@ww-Z#4wx3oj8gV3QkWf;6=LrBTnC$uZ$#u z5K{&v|M35-!DCHde4u`nqU^}>d+^lXEK3f1YsrHtme}abv7oo^(gPondW5LtkY8EnxxI z?67B|xYC?kn3*Kc(Am|c^YHNMJzhWQ2v-SkL)f7Yna8;(R$q5+*g!|ixFY7GaF*Up zNyF^Qx;lDMQPIKA`I3#Xl2_toOna+?SmnKEWcTdZLyAp=z;0g9b{cr&X1s0ex+@6@ ze9vq@vS5z_pFZ7M?D-?|&yVgt{Po12KZcU}H1}%8%YEkA`S?OmmS2vAM@2PYnU3b$ z9&1-TCa9!!;K-5S+qc(lK3Pn+YSk*Y!DgBq(~5dizrR7C?nL(NF&X2S2P~wefJ07x zqCMw*I zLD#OaFMwyX{cSoIRF`t#MxL}`vKn*#@FukJwwebIR(BSin?#aCy2duG0~~5?J9rb7 z&Z2s$Jnj1R^Jg^zUG7Y?5Fw$#++KO`;6Y1kU3}7WyVmT3tMU~5{*~IN7z_g#p85Pt z{QK+MR{$%P&G3ie7dbdNmm!FX-hI!s?fXLxiL_r01WuAbyN9W%={Bb?{J?)qEG)Vi6lA`X`-Fp@wtRhSyHSDt&C#{> z>op?3JzfWXJXL8|7N;iK`K+b>GS?QodN4?LU<}$raZ&*#CA*Q!%$=N~yncPhxm;QF zSo^qt`pJ?Vot>S|-(Ri1I(5ALm-uqC;q#Nd^eY4vBh;_1G5?UR!!j>vkeTk$1xkdF zxS(635aln%ZXEgX&-H7&)8xznYbz@=gbNa23@bRa=Ps6RLoM_`%MCasA0L}4EGxCB zV<~EV_iNy7uJ7Lql%wevCwi*nk)g>)A~6m|o%9gO$`ruH^@bk3wV_xfh3u0h1V%l7 z{=BC-NwxXYr~1s}Pw!`BgrhEeU6}p#q_FTxWaJ9lPnqJkKi$2H`bI+mRKEYINN-$@ zd*FIu;m*LoKz1&!OSM2mYHDVc{xl(1ukJ@WK%VXo92WsKq`tIdF5`#qD)7k3$+eYw zZ3UzcU|7DU2hB{v4u>^sb~@h4ILeLJiC(XfjFrjja9|1aN6F}|3t#0moE9Iy3Y61> z2kYx21;PO$9tpISyP@}h;Pve6d-b91gYJioIPgyrEvJq+;N44+ejZJxv22p>XyN~e3$(Tms zaIBY>UY?kkC}x<=k7a5u^*T2-_)c|ba63=tzTG~>#)Xd0&kY>Oj$~$IyL{=AYU1bE zH$UQS+nxw7qovg;aBIw`|cJ^4Pt*WY6#DkPxvPGzT<7-&GYH z%jdd%LRN=_M*_7cfs`NYu2AxSt9Q!B+nb%ApES8W=o??>MgkF3S5?vAK z<~?)vtU1c6YpdVm2m8Z$U_7Z&4S*SKC+Q+HXZO+ax|X`*+4idh_NLl>>J9IVMHdt&37pHsp5@3O`QjcpyTJ zG;u)m1eKt2ve?+zfan)(P>8sC_1#k&ZK+eGe8}YL18?p=l~!{7rb&`4pjQ3x#|(~D ztFA0xyW{@8AQpm|2q^IL^LuqqNvTNznUk^SSNaa0wLv?$m5_)a9K8N02gYOe!|k_v zV!WG8LeTc3Lk(S32CkRzF>I7ir;8K%Z3B*1Iq6i~Sx4)_VUT)|$G+_e4XSaIYyY<# z2mCi;r2#?m4ys3y&nlTyA2ieL-alN9&h^se%XF86gDnsUZRI|@6Zc*eH9oMrFhz3x zfDL60J|V=OD70l&(2;s?+UYH&gmwXV~psn!pR$^lI6B%J)m2uA@=`d1$u{Jwe z2U1uB1OyHz?pcj6i|Z(dltZ~@yjNj&%lxqc?q=X<7u3Xd+b*0j)tg(atxV5DHFiC%^EacaNb zwhZ)?IU$*?jn!AOcEni=ZDvTxiI=$)vdzu<^l6D0znKYPide+A)RdGSU{99*rx}u) zHXe#oOFMG+i9^Q@96$!_S=>p+TOAkH?sQ~>t~UHZoV?wi{XA&ENeV$kyG)NB2OskQ zVek6q&Fitgw1}HGS5xZz?*Z(wKL*8UZf_rfiapTbWn+y9Xl`lQhfjG-LPp@FLBaKW zeTWgFhZFpfoL&aCp@I~-nl2{t3_0ZSN}q^vC<35~OQVCvm-E=??U^U?51KEw z(!BrtS)sLcT|5vQs%`@^iJWyKH)WCaq;8SVLd@CD=W-OW&fT6kU3tyYsYtfMs=*`? z8a*)!*e82LTRVP)b)sTk$m#R51F8SK_bM!>jI`!7AT!EZy!^653o`{hjo1r%wl?#Jwo^n0<2XkM4>F;53SNdEq3U<5=*x&aA z5+#9D&_lQVn;VfKEktN&=<^G|C4fo#4Sd0^qyD}5Z8_H0cM0{I6cO}!YPWYde48Ga zp46*<`I1@d_KrFrwaL-;tsgQBSAsBm?lHFJ&fU8twu^p}wgdG_&V5*aw6ll{oY@s9 zs6>W_-ac#oBYUNIq85s!y$JxBOQ-#K`r@ue7#ZslcPt#>H zTobB8!!5$X!g;CRVx?2T2X8oSvAh<{wew$ViSI$>#}q8?7$XRtI)B}V>?;@-7e}fF zN$_Zg+w<>ZSzK9-jvE=7!C>$tFRvO~C2LvF);{J=0ss~50giB6*~Oj9mMuH_NO$Aq zD_11TM4z52y8s|gmMm`b$*|R1Pn)4VK0fVU8^SRN90{mJL|_ZRy5{%qYwr2|d*rNT z4@d)qMVL|Z@2_sUR-L*T#v|GLv%d-aWF1oIM2Ay_d29Abta9ax==Ik9oSd8!*uVV1 zYltYR=PUVSmCgJ6I~9E!L9_r`Bmw0xtz3DfqCyEIL(X=9!7Fv^yL=U+(r>6acSa^z01Bk$Z|+ z6JNlwUp{hIfiQJ#&(3lgWSfKn$XUL)CXAlR|LN1GEju=FGNa38mXVP`gJ|G*5A8a^ zi}*;Eh-f@PHO|a2-#rfY_Qbz{fZ>LCUP;;z6mWBRCDKpiOJHfAST?MP9Znu)zV5U) z)Km?KRn+*z-`QUSgw&8Q$P~Nyi{vkuQ8r2bK-8l=e|UV1)x*Ps1RUbR>b)<5>Qa_* zp+xD+Z*gwFhcXS)z*V(y6P+-7i}dElzDEumJb1l~0UjAIubT|~yFJ)Q)1kZb|=j4DfZ_W1oVwkBj>;L%J&BAZF9AVQt;A$Hl!(AAWlt_C&` zh9VN|{IC{@NK`Kgljn60F<2y5izz6q2^4zai=x3&d}!+GHv6`t<3&-Ck(&oMKcWgg z=^y$#!QF62db+#6{@Dg@(Avwy zL+R=1*NwT0sFyV|6$^pj)03gQ;Gn2t;pIF=jY_?KsV8}>snI<=ayN`{KWHMFTU)PW zWl5iYl@O4UlEU9H-vX|@8MdN?Teqs=I3W2Buf*M$nwn~kmnP8Cwl#aXs;Vks^V~;1 zwN?1}Wq*DZiG01Vu+R*U)V?EBEf5Kam^Ciny(<7@XO6s#{?Zb#@x}0)Cr;hvb?Al( z1wx<;6c{74*m3=_DB5Z`UAJ~RtpLM;XGjJMM+ya^tG}`Q;-3|Zvv2)+dV2gJM1bO4 zc`U<#%DA8t_`U9$%(rQGPJaG7V|H6N?w|D8CW&%JIF$b!U1+vwD;9pTwzRak?wJMy zk+nNCh(t^5uYk}V3awd zTnl>Q{{j(4plsex5aN|+7T~O+LnBM61hX>PBvU~;GQ#d0^fT=!aH#R8p(QL1KxQ>K zbtH5?Su@fSM-VjBsCa%t*`U6wO8}it16X?k4BSROEhpLrDS(!@ce%K`ADa;o-oBj& zgis)`C=e_yXhYC3mdF`=u+hAMZwGt&Qh-ZPFp8M9zzqy`7Hx&ig&?|!HQQNMuG>?Y zQ}OSyuAeXHF=A}mZu>#GyWA(~!GlZ4?3TkH9ufHm`HfNF?pvKf;2)Cca8jF74sc;l z33Eh#gRFtTZjbvY=e9~aihS;B7CnD1<|A-${_c%u&$bcZkJWNMcdq77w_g-K6Hz># z`~Fq%`0?d#e=f2rpPU69D9F5p>eI-#6h*(6ZhiI3W9R;}73_~NqMfW;G_{^9Wc_ip zQJM93<4{JIjDNs$F|0*h`%@cGRv}1-O=G)JzfP5&460Rl7&8~jb!(*t+ePo+NS|!%-~geQcw`*a7bHQ1Iw7}`Qy~WWP>1dE7t-C(M_BB zlon@Ky1_3B2uUyl<=XY@f#7(|(TEOy%vgoqnwbIuGXV7lwnrwPzl(ogzlIJ)&faMI z)2~R(r1knMZ?)gpcr9A|20Woop4EZ&X;2MG*nXo5-@T-N0H!(Y*o_E~vw6c$q^!z; zhICMTGh>C_J!4~c`(9YNxo!KDW4iL<#fv7-ooQgPqfB^xE7nUpG6PiU0xb2+se2ve z=mYiTwRLskmtUu+i?wxhSVBGXVyPp0BtD-kyz^7`$?)dpqp)qMjW=BZd?gK`{P_tX z^pu%XZP;K{JSx6d1LEf6xT<*-RU_XY0&$13E$jZuwXA#d=jmnHS8XS4HI^{fx{257 z^y$ViRwgFp_B?BA8ui0ijdXT5iW&GLia!9ylHj`xLz$Gcv_7zey9zQ^fS^T} zbsRsuckhRw-vWpK!Y-TBr$vN>C=VY#%xj>VS>OW`#0uej?GF1FxhIG6vrq}+z?VXL z5m0c$(uGaO|CU_qlb@R#fHVrH+qv!T^LALLGmXHZ#3uOa=K4aPH+Od7PXOW#FLZ*` zBurqYNf9U5%h{Hlxm2r+ga}k(kIeKaW)tgMF%#3%^$?bw=cdlK7of|83ylIOQP!xZ zUZ*^FOF#c@k@(`=Z##-I)Kc#01GJu+nj!TaAGcXMbeDLp1S_c?&MVEm&l^R-3{6#Y zb2I-)_OT3Js30zQQEKOR5}q+&eh^Q@gPNNNN~{xq3{1~X_q+RP-u3r=e&E;%d?zkg z9J{M{l-Q9YM~>7(CpWjV%aGk(0+!%OZm!Opk?6*aUy<_Fz^>-;@82B8^0tH(NYFZT z$&yg_08vJi8vv7@@$nUuwtTx)5OtW4^Gu4}4)i&EDR!4^8hQjI&+?%7F$)_T-Go<) z?)!egspXXO3p2UZibG68=qJx*Zi3ncoiZRXaove$XOeW4wr||JRj)t{T=Q-Fd0=AJ zo?l|qt;EPLl#3L@pYi8URw)a}q)8RDmXRgd3I^+Fo5Sx>Ms_Yr)-X9zJ|I zH&+flGGw?bpuhSLiA6?4s99O1wD@FaXWIt#;vmk<&L*K|qoP?v_N(sO_r&(21gU9A zQLl4LZ`|NQrOowQ^i@O8^yUpXnEhFxJ(wux!Iwt`9&LRGW)YOgMK0f`+zVuXGdTOFJhMbwO z_acncFnOAR{cx>1sh4;0E*fSA!i8SB!UzR=0)A6|MQ=WA`~C{wzejNxpV_x>>6km_ zB^B^Chv%%ABD|Ia03(Dx zi{|?(d^;WaVQ?Vs3jmpZKE8N#FDQLguU{_*7AR6^CHd6k+gVOR zKhm@E_FyH+&Z0iL%uJY*#5;ZqjxeoT$~aUgv7p)rhehyfYPebd{v$bDc%2AArFH1r zg7It;hS?Du>($L5tG#&fq7vY2+h@U^U-1&E!E7oxyZUpk57U=2LkeN~%)0W=Gg#=} z1_cTLMr^ilqM*l{`q8b_^s{B+&+lFn)9d3+;$q*A+1pEfE^r9PdA5h1*$`B&+GEa*=b_fg8Ae-${j3?IJG!E@D4kxA(&3?RKBOHT`~XLG?}QGll*qvd8TBzyJr~@M<6;sMBb1qws0P z%KS27rY`w`Qi!v*u(YI67WO}@3yUjR8}w_LkOms;6a|%h*&w~bBu?xw&K@3b+;77s zLwvxn3QT}CMiFL&dm9i#HIC*Yx=+4ct{X`30GA95IqfYZMjYU>WS}{D_u-h9p(0=+ z%EauKM$;xBS~s_6nTL-!(A@j+YkvDs0m?wehaX@R*Kgl`Z2kK`=jIi3>Z_|on&uh& z9${%=H(yF6hhil*-d2E$u{`DB!$w}78~-%ZZg>I~L5#FkI zr{qgTSxv-Ku+aP>A|S!l0c?DNoF&7la_>+Ctc~#}q%ERd|3`J!6tOAtVA0{!-kXk&ES4HlwUylci;v1J8oplXW556 zbL)sNv~7F?oJaZQ6Exmgek3Lo`Wte2Moa#9aB%P$5ND8Y!!U}_v#+%y`KULM!C2y2rJf>c8U=u~<>7+ppy&n|xLr$0!_*EwXE{AXPOr zNjCh%DIfy|qDSt8pb0JVfvEi4dv*)v1)iD&?UcEGYV2ESWRu4?O zC);!H-nfxo>EFzH^hDh12~RKFB_;oNS`!J+G z{oOrhUPC(VgfbloR=BdddKqbnVgECCbc{sc zH(d=>-@l)f5lwCFD}->_{{Tva#3~Q)F8-xak)+K8x>E)NQ9eJuoA6;t5g8d7oyn(B z%IYxrBa3w*JOw-q@?JkTkf4OPctAMD>*B@rP^p1{u3xp79{xy`JU5>zWm>y-Eh2Rv z@F_lAJ$6e6l4((03IWnks_x@-pos`BDA+Onr7RqV2`oGE(+c=uuG<-kL@OH`=l?0g znZUWc2IC@W-=X$EYO4d$KRGjLN$MI6+m5eIP|2h0yICsyYVS{%M)`K zm~XMYJ4%eVxMQ}b;iy!Z;RGtgH^=_<$G|QZJy|d9hkhIjbS$YfJUsm1ds}!d36ve} zDp`dYEM+Kza^5q}hwmv0;Dg6X&j0K`)Gjs%Vm0=Y4e;8k9bh?Oy70$7d~1szMF0pX zDz2kEv3a`=$ynoTk&J3CqywOTSsWDpJ?Gic4-?}0-%MW=zlKpNL^&5UtWqbQF`>rQ z6D%IB2`G3K=-UD~(Der+;z$|Apt`1p{3ZY~GinuS$bfXd_VnC$J_Yho6lx%&mdmsn)oT|5PwWlvaO#k`7IC%?cIB#xEyI-Qy z6TDI|5^_+Z?_!+fExR=Y^hPuNXVZRHh;wXU|4{2jDFSnq+p2BBRKTZ3wX71~vZer) ze-ru7$AFo?%~UIHG&}5_{&q6Dmkz7w$Z>N2o?eM<+dd1%c7JKSr7^AH>S@l9HOvPJS|=24oC-fh^okBpGFo z#;Y7@kIKlfiyT<9b}cJN0=LmN4k$&WQ^8!%yAn^Q&gU+wNec+eiF=C+j4M{G5Hl{2 zB90(zF63ca(9f@P%X0q0(2#Cgp@_jov$JPI1$}3T*~H+)G^V`>S3`IMh=E4Ok0&8S zKv=(ZFKL8fjUMndLBaiT=X6L26H(m3BkUh)NlnVhS!rx+OlSenVh2YKYHK$@;n&G9 zkS0@CnAk&x)&LC4p5tD#CJamn83=?mS`B+FOY9xK3r1&WaSp11kqNHbu|pk5O%|T& zQlI%9hGV|cg*jZ5_Hx3i>D&H6_DO*MnE0d600F83B}+B^1g8ULem}?o$W;s|1K=0> zz~1jaapKm#Sy((PVFuZ}dGq7F?A-~NJK8|s#e5wyF(V};B0{Psk)1=wm-z5s#3&md z`rC7x2dtdx$G776P8yxn;j60ku+QZlg<@T znw>6zLdszDhK7dZFHDIkxDDPvT6pOat%!)owZy~~N=iyaW_uvsNkMgj;CUHJIKl1k zI*{}aEw~n3!esa2KSP5rFa&_tjP01-i26D+Gh;P>o(OHwF48dsccReoDmcqt&|>m# zgX|*3c78X$G4i4d#^@Mf2JjcnL?1JPmFrId2k4r#9do~Ay^*hS zUHcC%KtyC|AXBkO5ion+-zOFs7FG@ZmHQV2JPtwFC0Ya+=DvOohR-(6n%_c4sOC0pPpJ*Sefj~)k6wNLEy0>^A z8Ubi@-^6_`9t>=J{-9l7&^H6<68-_gOC9L1004=mX@R{LxXEspc#ILtE5&;6A;(|*{&gwo|QsDH&u&XmNfgF#qNj3zm$UA_6M~I zJd!;<7Unvy5RDZ5=KaX~PoK!N_n8mr9Bj*%_kT7x4HF=2A@@7G--4*XZU=L1I${Rp zZt#6t)aSpmpQyzsor0kv)35_o(|(*!`V0c`0}Kc~QayBt^~;wp6o2GGacPvwO8|tV zq0`j7=2yl*N2hFPxQZ}n)h?j#Rbc&x8upMKV|QrU(hYMG8Q$zmgtd>P0QMb3mj)#5 zLwoP4=j86@#*NXvwzjrPJTu__QR`|O$c|gKZY4@@QN?Po6y#Wu-ju49?5|Plx^>Y84h6R8?3d*W8Y>04sJ_@#sf1^`fO zgFlDjk7mWL{Hg8r#J>2d&64=kFpjRXcW^kz|C(0Obe>t+yfMqo*xo*~bNdGn2NZvF zYAAr{Gp*lSS8N~Z`}I4X4jYUz5scH@>49QJrpD1V>CaSuvqMKs+;QlatW23SN!(Gs zy(t2lNXQxh8-L_b{w6zJkDMFNpUacz`%>!F2Gk$d+BZ;`nJAenX;QWk=l2_kQ~0^> z#@mIj4iT5Zu5hrkQz(Sf%)3)owincWIOvjviJFxZe<&1vXrheDy^C5bu|GNpR2*75 z7;|S}TSiAJiHd67kycw9$WsMF?D*$XkI;aUPKMAncsatjK{!Ti zolKou{QJi=AtB-Z;hS4n=8?@eOX^kl`cUrW6e_}HjhS=eMSgiw4`AUUz^P`|uUFyF z%qhws(X2br5)*I+l|XwaKf^T980Oo&EI*uSqU(ckK*CrFYcS~{w3Yr|Cd6Ii@bIt& zeq#ojgHGBJ0YZg)Xib7r%e8vR3Bpa6D@}S+TI)+R9dfAR?LQP06bSnTYB0See$%bw z(IN@9rAUdc<_;-p+~#u#4g7WbH!`a}+jc(B?PT<^#-Nhi*_I8&;YlPnXmk)~zkdCS z*&A)in4NNRRgk3LAzPCK=<%9(|0cUUyUl@h^89CD9NO?IaqsRX-*m398#ivqou4pc z3KS|i{o4-ILcCoemJ2PkBy@az+x2in4Q+Fwh#mj=>oW~pEb$Ic^YZq=Ac6EqWUY3O zp?ybMqNklUqSeA|$-b*=wlBFxhnSvB@s~dw?aXTd?{-JtW!c_~)3rG0RvpIqwn4xa zVwW4CR#c)a!DCqq`oXHB#BFF9RIrcQNA~Y3J3{P5=-ZP}MRAlh@UH*nyB95>{EK0> zk(iw)6~&*rj~I}q1BV8XU|{E2Jw0k}BBQ`$TBNsEc*_<}9PD~@E4kjYuEcmkupD#% zS}v{|_EBT4If5XkiPIQhg7igD+uwM6G-qUFBo!8B9zxt88~KBBx5og6)~#(-=s&n4 z#bGAgz!};i=*}w-45tB38oKv#GD-uFsNRWeOb&n`)zs3eLt%JVbk2q-X<+k;9QAmJ z%Mpwtxmy54iwIbBG{-mSYmvskA1Z0YTPIhZ#0IH}i4sUaxLG0;qOashrb8zmmmWbgei{5|CA>ap zMuWlH;tB}nty{MOTqzGpU*9H;d40Ug{vZ|}xXKEg6cn#s=dQ$=ygXL_S2#C$+2;eLd7O4bVKn z%h!q)&cr-KGh)$G89>xXn3l8L+{bca#dMY-oq_5QfEyjN7~we2{85s}^Q_`pKOQXf z^P0a8GNBK78t6m`;NR@bnGomW+`@j{$Sp1g0h-NJxw>&UNOw{#)?!o|&M*AP~!g+i<=p zI zt2>gtMG9aDeYBdhR@CN&uZ@ss?uk4rX2@l7fIF#41BXCWUxE`SQOPe7vhTM?Cx^NX zeCb26d**<~qCuM|2R#1ehvh`gxX@n%;i~@Iig$i*K&B zFWi!T>R^08f?5^;07R^v06IjAw=(|J+|2H`_;)A7`S`wS6ZG-*2s*2;-$#6iD+l6` z4vNE`-=;Sg|NW@|F|nQa;8DU-Gei$TIgl9ZL!rrqz=_d>#w^!6adE+*X))2Emc0Ow zN-_^rYuspaykM`aEIZQArNY8ODHCHOqx%rPsB)asm(1pI!q}Oc3$wnXz{Ctoss63u z#2fz)%2g6-^Bsp-fPNYZyeHS9Co5#;$;+6!fG6TskA`&`BW-AK&Yh=IYhO6tANd8^P&c>P5!PNT-&L&_yGA1;U_xrQWw0j+J z_kfxMxF=#2CJt-3I2AkI5$kHYzRlsoY)A!HkU?uce&m790TGV@*od8*`|_(-hv6+{ znVXw)ZLsz{B#Ln$v;w<2Ja#&EhQRg3gR6Fk1bdgTrz( zO`T;ISAil!T_7B8XON6%0SuxQd$xJ zMT(^3KyOEMX)Fa|;3NPNvFDLG11FyN&VAC+-sSg-M8^+x0Ht6h8Oc3NC_y~yoX`;$ zO>{wYodPF{@C<~Ch3x7w@J4{tQGlr$E8-8_b2M=NxJHgl9GA?2-U6#yCfME!QNFp z(o5q$EdtLLJ8<0VN$)!9Agt!4r9s{Ef8=QUBl;Jcc5aR?e2K~UDQTop4G+8f;GN0r zl~=Z2u~;jh;#F`nclLO3K6>$%Br7OzW^h0GU@`UnJf6^{gKC$G5bfnV#HVmN$X{7H^fvj zM1b|TfJCT?n`PjCCM@tPOv9slj+Yb!UI0;4{qCJke}nSJ)&rLoWQ9f0)-D|I572O_wkJyGU%sh$!8mVnYNlY}Ofj zVxK=bbnsvxxM$zl{#AI6NB2wgdH@!K&{U8i8{4jq-G%?_GyI?1Rwl)7Ciu=RKeh4u zU*4^l9iB=B?Lpl%;dGd$nF8-eH>uQ)qwOWeR@g&WiY4hEqm>1Z+0@QUf0as-{?vRG zVD#8vh*NfFvjJg^ydRg)Vpk=rCBhAl-5Z;Fa=fQpkI+1Nq&cWQI7gYy0rge zkBn}kUeeOf`M=-bqfR{c2a?-uq?Y?N;3gNf6j3T?%R>ZO|L}a_lvxxT%&d4)3z0tc z(vsH_tIaH$TAUx-L%OZ2hc_Klw~UyU)z38I01m7JL&{QYtftSj^ajf0!yn&Bd)W3R ze*X%jk^=koK*%^CB9;;85EX?_5FWxJOeJ~$=i--{QzBcoY_$EOx|+d4!X9{(5lqV9 z@Gyx`zOAR(kmFg4jpYiJ^ne-6vP310Y`6#M6Q1=K$8JO50tO|>0f`xoK1SG2 zzZL%|%G$JduK<}&#Pl>AI&7f*h|voAL6PIU9lDdt_wEV8H22eFm3ZE>XXIa~afpi) zl|VI-ccX@{V{Bm5rTF7qEE{Krrm*po@o}v$nq@*Oo_hg)Lia+uRLHI=L0Q7JH2O||l4l5ZDMrdxc{h*opi;M`9 zaUne9)L6$V3Yq$VUsMPU7*O}?_zVB(qjZdn56~Z;`INaDf+A@b_V~qUuRb>?CrDZnmE+OOChzlw`J?h6}8-XqQRmz7ggawX` z!Gef0wy{GIwdez;K{p+_Qwfqy2V{Mar6(v-%trL0f=Dp-qA@VX9>Ca2nm6KArNBMB z4FhHoVDS1dMl`GYmNd_3&nzHi=gCk~;M_bmti*AaH;r5~1GXG)CkfOjIy{5cGOnBLDj?%MzAf{Lf1iV|YBsf`WOUU?|35eT55skX;ktS0Q;G zZ`A*|3~xnI#xMi-bWur3Q|vpdz2yEl5KU;SC%(U4OXNmYUa3mR;<)AQTE@Aft>ALV z6@w((6BZ9z2l3^jzkC^c5x0oIN6dopj`Ln#<{$=%97brw|BMY|#o?CS2Rf;JF%wMK zpX!tk-(u(BputfodS^f(j(GUxz2yIF@;XUZT!dhsF4LnF&AWBb9Pp(oVw-!){`v!1M~-Y!S88X&&H0r+J0kx`x>kVxc8_ zg_gDkBOo}h1d71U^2qs)nurS8N$@uPzOF2_6f5&*$R8~8DIFN&%$daVR&LU|br~(G z2yEY=f8lfH!Ee7SyXXnPzo)_DS2DW5ydFl%g$ox55QpW2%(b_BKmiRp%1l8H4|w!Q z9K^u`kN@*QsWe@F7iGkj(1_-v4K3dKgp~jd!AGIq+?} z*Hu2bW!i~*fDu@q`2M|s9b4Z$ci%qj0{U&LKH}OTbE-5169mHO@14GsMjJB`HqYy^ zu|QA}R*3ZC`u5b6ZsTCt>2*5{*X^*?>VG?sv*}cchct1ZV!*No5(k-;M;wuK2VKDK znbwe4cHYSO)DBpNwx5cc>IU7$qS6ho10wF|*^eWoM|V7yKG`F=e!XgeG_nf%{~(y8 zJ{LNzMCfC(fjZ9LR(v-z}g1u)WTjE90WoPYdK|<#^7v z9L3FUC*VLO9X9$C0&1~~dVNVo#b;Up?zkQMrh2Mqi?-a#OvB(DC5F*)r~oJRvD=DS zhp*K^n0l;2-1Wav5s5a#P!4_D(>pxh%k`>y$oPQ%Xvi+yL}$x7c&g!YKtfn4z#QC! zD)FoArkescypj5&BEyij^>)rNOnh%XPi=O)+;^2XHwY4+CM@0V#D#JRG3iNsj)RnDEEI z8WJ2F=osyULVp=;7~!w;#&mRa2)PFO5Yx#ro`?1IW9+94yDorjJNoprmVH<8vCVv& zL`5wS8WakqPTD5d4vDgsa^^82=Sl4dhyR9oLfK z&N3cRQ&a7Qe4O(tUiw!Q(6)NmuugabdZH?p(XD9d6 zZu{@5G4b8};=E}H4oj#ldEL0+fpOEOw7`+09KT`fD6*@=Ep+g(>p2S~+moAi=5ZgI zPV|2ylvI^nSDdD`HFuMqw>SsWMJq>X26W@VHS~Y@9MY0PSMvB|Cqf}KCC~1 zAfs1dXBQB_?R@w@C)g1h!Z9SRcOowFn$+t&8csEc3(Q(@2@OYb-yVF z2w)Gvx#FHqefSXW8Ctjz;WNZZ7xQ1otMvbgcOSh$Zp6JnFz8B*{$Gr}c_5YV*Dn4j zA*CovN`%T>DkUKzB?%!aL#c$&V91amB~mESK$(&;q(aD$u}I30Au=Ty%8+^dUH4YK z-}jvN{Lbl*PxWcrdq2-}-|JrMx~_GtJ1#A^8r2Vkmg|tiAA+qn@7@WO+uoKzTP^up zd3jP;X2e|?11)T_n?hPq%{b|ST%adyHwY1ASaYqdtph|4F9A8Q2NIrNkX*aM!HW1y zA-`++@q;vV%$uY9R4qZe%h!ejKU~V8V11?1T)SJ<_~VA6|>wP0%?Uql7~txj2aXI)*$5n-PeP zlScHkvphs>faA9n->S<_(GoH>(nCdB&qo-?Ne3kotkVUU{m_4S>rLKiZ%5rzto190MyE5?y(t#cacYy-^w<78ZiI5y%yEIbByXVG2w-T%c}mhhh%<@sg>WA|wG!!@D!Oe?{~r?hD2-mQ z@I)Vmb)N@d6>m`t1Sw!x^8Y8n4|0&tMxK1TZOe(-?&g%Poe*0ihr9;d`RyFIqiu|Z zB^w%#k0eHG`oZJ|xg(S|R*4f!L3}p<4%2pd_w$Uvw(@l8q@BrwQ%47l_E#+`1gd{E zDJiMGsUA7Q2{3c$w+_!Rc)JaSDn%h3)wh~J9Ys-atY9{xh)f2`pIz8scrqiF()*OO zZ~igY> zVIepdSqcErf*g)bhk~~0$xwq-0Yxhlwb80UD*dOgFEnc#vaHfjr!r3fb8Ih(X+{4O z$%qam89wSBsRPE{ipneI@Qd%;(i!xsYrLe()8lM!B=TAhQbG>Y^#%ucu=t3n_A7q z#f-v>pt$w*^$v+Mz#!*Q@Ps!w9%>W(a{mF6*CA&DKC3$Xs-pL3f{Yh#;Dhy(=eSU#fxwCTxSfQWDtrMgftM+T?yIfrI&|v1aGI&J=$<^NHXGs zb)tEranD5Bj~vbz*@L1iUR}?hKQF25A6o;&2F*!8ymw>ye}WVteF_!=)U9^U1t{0R z^6y^57x5bQa>R#nW9?UVs&A9Tqs#aA&V|pF7isebB9A_Nc}UU%?t*w;f9P5q|Ey4L%hnFxHII_Nbm_Il7sL%s^vdF3FAe0Nr$fkx)yKh@4s0k=M&l6f z$BIi&IfWL++e7m^J|Q^vqdN?Ge#7&L5W)xCz_+gZ zpnasIq)w*0qL?HL6MXtLz(4J=u5sX@v@;q%d=PK?0*lriNWp~6Hh#E8kzQsc2OShH zPhkXuvze?`sNp_6QC;qF0r&<^p7P<;4N&u4$PrmN7T~+d)uFcyj1JUPyUiX!FRW9$ zY{?Qrh33KLABUD_N{S>zk`#rTTRAFOXhe=Uib6W3Gj@M;)ZU}G45`2}?QZlmAtRbfu!x*8_RmV3C;V-?#?ykNSz@NSG&{EIrdUY~lhC;kp%X8fm$7A< zv>_qM(&xSdV6HtI?oXttodEbaZAoh3v8iIQ=HY67=efX=-|6JQPB;X8|?=>-}PZWbC5J*;juoMFwAjD zc=jJEU5xghJO?=#C68lMTdoLcA(?G3Rbg%4*L*pTOS+0P(uxUkx!Y3#wSh~{=5F&ugW}x2tMpV;I53%qgDc(P8Gb&yjdF-X4&@0_- z2QzmX!K3$JBH^}yn4zBcLrvO-#KiPVYJ!C;P*;WV)z@k2v&;0kJoj2z`}x)uw_V6XOv@r%HZF_!LxBJOwv6IJ1H-0G zoBBX$2|voZ2t|y=X-1Q1oZN5UzXzNf+AxfLEs_-i``40Jt~1#Uf){q}nghlw{?J7F z8iT%lcQ&&(!VnMaKH9hrTPd5selgXmkr@CspyE<)*gmdJ+xrwa2{5&fRSCJ{Jt{Z~bV9t8tk7VAcn5 zjl(uAB6fvv+5mM5<(SB-6X;bP%r5F84HI~{8c1wb?TLI+nVX}3dGhGn-VT|aZ}DtO+HbofF38AI%E-)8-Rlo z2rmRk#qszIF&ld!0(X$mZulBi=IX$-pwB79$DaqdE^3s$ia>fuA8@ge8ejj95W`6M z72HP;=$Fxr;)MoA)01=x6tRT)pU@4x)CHf-^Kixeot5hW;B~yR`-DJ?u83Rh2?u|x z{?|&{q2S+GJ)DjNUy7Wk!z`WvE9n((87OUFqAg{c`BP^T5V}E7?Lo;33(2Q1_ajjE z=P%y*)-uy|MvkCB7`8#s8r!a_H@FF;DN}0ub|Qju$iAHN*L6gAAF;!}0p}0zKQ_Lu zpjECvKdQT=y&72qJV>t)KLJoe+wV5Pasd8vSJB6W@j;R^J7S_5Lhk9!r;!eGjIJjWnsA*Y7qHcK9PflLTa1Fx7m2?y_AMHf??naa1aFBU#$ssK-RBxv zX_KuD@C-397t0%H=^N-x!ys;e!kM%cJ1i=|GoSy5CDS~Q_A~~7+M>Ou9&w=C5a=58 zM1u3=6j5hDvIOro1@@*@UL0h= zg4C?k%vjiTl~7dPcOV6jBjxmrU^xmsTBP3PG&b<0L9zp9{&w-Z!(!+OiA)xGMF0fE zhto*C!cgOyHfE$$u<3z!k)!pPDk{lmE2j0`tD%o zN_iwZWGiZwEkQdoKQU5kv{cjhuy-Y)Bw<4yk*ooIyzSMiS9vk-sB{xt*qG+eSHM{* zSuF}2hYxl_lt$5BM(ZyD3dKRnNC|MWyoz?6N4)7n;zG)5WJJ2PGdQ-;v&4-XEL0UA zi?YbEV3pUC63)(JdUt64`Q+ykg{Db0i(;GHdSVYv9ESlMQ@J3w&jT$4E*%Emf^(!_f$Xjc1Ug{)T7^f)tN{=Svwv(0LNb~xm?78F8J!L(>m5eNg^2?ipN#{;?hWhaVm z;&_CA4l=(BWBda+@y_dsiWk8d?FRc~MaE5KcRIH%UD@8Y&HRf`3?k;U&XU_0i#f#wl!plM@}-UC&34xJfSw z)N07nA^>UVVH{Df{=uvB7#Z`?(m^WQ&6|Nsa+C72+mX!mfp&2VbX3rhZIqPsfS8t8 z8{ZyCmz+gz`d!|R6`+no%L#0XEB88sn!Ifqxvqi}&CZlO?mFGbRj<9W9&1^x1I;2D zw1%wr9X#mY(<=!Z$kL-1A!~RH)CJkBJHFk+M~^h2-XN4AzBBQuhvIiGj9|(_m^fY` zpoXC%0pDXc&T={mY^5SVWOy@wd}*c?*adG^W#G2N@enJUsOcaw$j8yt52JBZyZq|y z)+dl}aBeYW1)XxIgnU@cF znMhynx?m9ExBu?DM4b3U+JxCZOCZ0}u5|@>E4uUT!4`B(tjCP5RRGk`ma_+;o{qwq zqzuIb!KJY^be?1ozkC8P5S0y9{kP#KP?Dz0a5!@X%S}P`K;j`Vq9QOh9W$5#*<^bX%`GT$)X?D;${a;IAxf`bwwp za7;f%%tPfx>v6+=pn%a|CuSr#tcax$77BVdtAAD2`~m zM{e}YzTa3I%^#$Z3IsWkw}6vw&k&CVE>3bwSlqaYLPCII9|6u2c}46NpK%azdf=Oo zwQ$T4r@*{?i+#PWeK?&h-`a?MJdxSQqZMMBX6!o;$O(xeg`k6|xekv1#?hiC2@xRQ z9~*b=h6k`GrhYZ$Bn?PF*zJiU61r_)yaBlxL@k3_kE6sF-SVj1iSiN{FF~4+O;czS z&BZatP%B8!VkldQw;TCaoMyyO6iwD-5?p(%Iz{Hny*yL12zRy6i;bT&hoNLJ z#`HSjogZ>LMuebOB5GiwssgS7n~odEjl+;Pq{nruR`fMNZRp{Q((A&h=a{c$2w`O& z5(g5HP})5^_GS*@5+EjZ5D(?icD7<3Pv2nfT<%+x&Ai>ViyeJu*TcfXE=^s-_`ZTY z#1zZw^*&hG3)2&UHl)#nsX=d)60ithvG;#AO%u-(NCqy=OpQ=(WS!t%5xW>zczOXs zK#NIP7vNTqw0x7PVkv+*>C1bylG$s&P1k%jhj@u`|OOak# zq){0!p&@#k6Q_uK`V7&eFZ`guRp*a>m>Rzme0Dx`f z${W}YYoNVC=0zag>OaeFAbo>3S$0dFqGe!T(|2I+pVpAh&G0CR5>B(n3fr9-jQQAt zrEP_Yn=sCYW{CcXsXQ??A%qm7J!#_KuQqdW;^l_9LE7N%!?4W|2TM}X(={JRfL?}8 z>@J5+o1c&yZBJ#HVt7&#Nx%vm)aTX8B^UFcfVlafRSWR z)d7Q&+rg2e15YU?C@ybuO6)owIw*ZsOsxHc1=NYq@xkco z$=yea^79p2rv9h_ZXGR@PHX>tB@P!ZH?ljqx9*dkpcR_Lh>``DLLfAPBE!D$etX&; z#N;4z%qYs10Ls`IafFP*lE325%wtmp!HM=c^bxuf&tM!(s7)U>WJB>Q7yyF=C3G(7 z@7*jRp#WjFj$y%>|Dyf>;w$bbhJ|F6wR*P&_1swpy(>}0BC2X-?1XI+a7Z{(Bv(u! z#RfZd`11zYd%#5nZ>Azkluz7mhxXHX@(ylyttJ3k)VD7>&XGgx1hs7M=EAINUCEpX7ukS9-8(=S=g=uRzXTU3sYNwMxUj^{cJjBu$tEf_y z|H4f6wcx_mtCy5~D*#de3_l;n3UHH3JAC+XtU)&K_5PulxV+C7eZ*d-;HX9m&q_EW z{rH@)l4LIsZfdm@qgfXEiO8B4)51)oCuGA9t(VK8A`;n456|FwUa4MzC zZBP@6ky8o11KzS^S@aw?q~*r&&V+g@K=ykVkzvC!;Tif-fu-uE%A&QFV8+NtAb)80 zz3%Pp@585>o}Nw`e82(3>wi?+zrTRAE?zQh(Qh2c?cfz-nuEAhEoWqV=|+cK&Ih%d zuBvsPYWJcwE1uY{!A@WE7efR1^DP*PM^l>IxM9x5v5ZvaC>MyXdj0zKgg*huLh?vl zG;#Cx*zHHGXMjDm0OlZF!DLM%seuqc%WlUyinPT7Ft~zl3R0aBXBk*;1V1?ii-HlW6_N`lP;KbIz z?E`5D=|!kcH2R~&09-|!$?NW|ASv~Ks4#XzZu@P{Ls%Q4Wb{N~`3B>zAOeT<`VByo zKIBq=R2aIMGF07`zO&Bv9-ZxP=%`7*-hWnT2iHm=7tCCROpcT@-eI%dWtuI||3}|g zm52!Z2lk3*hLPCy3}0iyF|{d6?9lm8%KCG~_?k#Zt}V zcIYXC3CWWYJ#j0zSzuXwhFO-ZXX zU|unV>X_KB>llvuhe75O?uopCq0@6ofdh_EN4yE+I*4_P%SAE`*~(1Gs$6Y9gbMAe zPoFu{EmIwx44aX0H?^5V@=i67wgMEja|>AaS^=^eB0VpsWd1?riE%?S}3|nZ^y*EAd__!O09;>e6F=7tz8g;k{Tp5%nIA2hyD!Xhm z`T=3Ori<~cMj@hHd+H(I?Y-!bniR``cAH;OQIW}gpqzs%Q~kUh@}7^+PpJ~=E$Nj< zUP^8ggl=O;x4`du=8p{Y`UUmzZF`jj?3x7FT@!F(kU3<`5oXZ#sFJ$JC9}_$h=shE z1M0&^k()V~WA4~?_2Q*$x4VcXaBfx{o4D+R*USCLRDrT_ntK}S>eh&MoQy}Gn&QtB z@H??3VA#hPce$w4=eh6psBqT2e@J`N?Cl`l($X%5>;j(DzLRuuD{~Bfig9-d=^`V= z`1ovNxxKep)HLGPhH|WAAUA^g=@7?d&+Qg+8jHKW#G7D1B71~XVV5dN_UZ(xGcd#-$KrJvM=4VpjYR7fSlc6*)arAUCWD~MA#0aMV@ zhp^zW3HKgHRge`1BG>*M;hAjmHE|E^P5IP5nF@Xd28$MVPXPJE6PPcJ_uk+|WI23g z!WhSvW`HZ;llW9S*ohp39O4i{p)TBwJcN!y#lD^pwE*(qs7JIS*vwZ5cE<+|0tu3A z*!!aFWI`5xj(j`JfV&Ba&m8L7B5rR$+`Q<)MQa3pZZ6c{Ph(AR2GK@clBtn=eDYVq zM}hnjtvVT1Xp@6;j>x!hnB>9QhJc$KXZ|VBlnw$F1lkNYbN{JCD6%PNX!2*cDl6R4 z%LK54Ae)-WYe^H~p5FCjFfE2m00^}}d5*&UoeQiAWvFJ**caM~xEN|v^SHxA!+H}d zNydD|V~;>OYId2d+Oo`>n0o`_uj>WdOWL+xn%?e7-4BEU<3^*2@RPt8P@+l#9!b6H z)?Zd8QTsJub~Vle0)jHO1-t-;tu3L#kOh$TW8&b64x0$j?C41#M?JibX1_QwBzlst zHtdGaeA=z$V8-<#xhA%-geETMIAcbfaY;M}A4&R`(BRjKA!G`W{ms6|np9*%+TA7A zWrj;=Dm$en437R_`C$(LV0(C@LHV)3((>n|RpLh=R&y!zxRL48dqv@py`eBte$RsY z6>(dFv^QdKGy!*8i_3+Sw5tG#OYH!TB#1kRFL#>@5HKCD>{6*I!NY&osiwk5JwXhk zj&z0uPFvY1+g|s z2Ny=rlqBn;XdsH!=((EJ6jo_(~JuAu25w{D-Sd3NVJ(zA-)9HD$7ycWVzEVlwU#@wz>@QdF6 zz#XSS1kh80TF2}~ClrI*z&h#Cy0SSKu}VA5V)iZ(IJ~x2-*My@H!**~N+ZVH#A%4Q z(okTO>EImfhjjW4fHCxRxOsSZkaHBbgQ5UT%xhT6H@*yyGH0+=QCf6i3K`uRs^t~) z_R}Zr-SCu%=Xlk%W-t2s54%x|vyOehO6fLW-&vwq-*A9*k zjW7{pB`|Yi{ZJb#Yupp>j@K-nOM6FcDN|AQ35e%_Ic>kY63{X*`$*c$1JP&oXW^{J z!T|wE<~F;Z@hXn0IRF<@ghJ#nL+%hZBD^`Mw&~YT1SFIFDsihY3l8@H-P4-4|~&i-6d3?l$;N38F9hY?-$ z*YL<2>|oK0BEc5u{1VAOLX!Zh-r?198WY3DF%N16XxRfxWTA0uT!-VDdp1`~%-OF{ z>CJHA%RB}7)eIP+gsd*+t;P;^*g%^R-!gf@G!Lck08XFvW?V`=d74^m%_8 zjc^kqAJ&IMuscrL$cdmV#n%sY5O@Jt)y}oeytN)8e&WFlX*K{GI#^djQW${-9{9DE z4M_bR^Esf$Cw%0;mQsPzPmfgSc}W{A8nQ2dsAJ<}ZG8#N#nTSdm1x@nbOFYuo2=(+CA;BsJ1 zM8rDvaJ??XcyPMQ3EGR8*aEPW`4mw_qh_(`s+tcmjsJoOkBPv8e51mQr0W)_*|g=yne;Z?2SRb=P;0BY}b}z}KXsNdAt?CPT*{njy`G z^S1Im^(7ecDN3Zxmg`jvj~us?4Knkb3-I2Efhvv7N1b`Rs0+e!axAMx}GM6%(sY zIFb41-t$1F&OxH1&%G45DI=q&=!hQ(HPRu1eSQwJKG7W(uRj8(w2i$p^_jm%V@ecf z+M3=82;925cUSGbXI{+a@>_a%`BK?66_i-#MOGYPdz!k>K-lW-;t|7_M;s0E4$^5> zai$)jqYHfY*iCf4s$Sj_K7q>?n>$7rFCN^rTl9Tm^ho?hsYCTwN z{lVJM<#1ZVg&V-^yFR}bFKEi0^Z8gIuZyi(>gUzM8dvsaMh)K3z4ErpXr3bL+;fbf zS`T5lPV$B>K zo^ikl4{B*uqak0bP3qAB&?iUy*;lOSe6wOsjLP(q0zd07YblEIW9kw#MB)ir;tARZ z#q?ikV6ShK{fy4>fY8t+oOLnC5mrB3>lU<&HF)I>@@1z*O&{AM;o*|DiCLHrWa+m} zsaTr+zwB7OB?LFo{wo%PO^vUVTOvV(&%Cvvac`K_#_rr@C}=4#LQ}E_&F@$YpGIMY_&Y!Mop&!+@HEOqH!{X-$o~%jeGAgdnTtUBQ<6udb z#Z+&RR+M;m%t8g|G&Lln9@m<@c-L}H`&Dnb>-3B1sa{vzSLK~HLC*WAm}Mdi$!7vP zlkD0ZL~qU~_bYBQcOgXT8W{5YrT8ZdU_qyl57?i4fi-hg`G(t%gVgquD|uCH!@hp) zS~GA2^)RCf^sCFfn1nX*2v}O&cRoU$3*Jee+?}c#zD6_-y>1$J_V4KjV*AZTTJm__ zRpCd!PIF#E)yb>EC3opnUGzLEZB&c(MG55b@@4oA7r#10qctV~nt-EcvxXv~4`PDU z85js1d2OGZVbd7_R3jK46SK*^wn2|xf})t#MV);opaNrOZJclfL^n8J$dU0YqZ>k% z^^j*9`P;M>%!l+=1-kNp%1&(ncY}4OLmf`GQs*T8txtw1>Vr^_oE^egy7k z+Y| zd%ZeKAIvobj4Ysn`18AeKQ&`q$ZIDgc)qJJu+Dqo3$_Akl8c1HATF^=l%Ac*#jCZ@ z+GRdqMn_L4!k8?u`|7nHNzScgGf+2ThdV3p`C|ki2349uLs6f6!ZR&&kv!}3Bdp7J zEaZMCqIu)~^EX^Cyx&t*@qyECY}j{B z^t^apXMtYt+tYoXJ56CTYF-)Tv%Z6YYG*C@Uc^W4lklO0-{TAOH4YuRi-RW)1RPQw zb;vkEf>u%i3V-8n%)?HPR5($`1IrW<7e9a<{Yi1LY$O(2H!Q_#z^dwKXq@X*pu)VF zjIB@L`BK#K)6(8&U$ro(g~}PA%jNTOqf6m{v`ehgM4&Z6My~-vToOVE)GYfCL|5Li zW?(%@!r7=Q$8X<hI{FtIZ5@A?ZLuFj;yWDKugrl3%MFa$ta8(~6h9%o!lx;THaj*B@5*t*r zD3i9LK5OtdvCoy)A?biwWB45B^vyMc5A|u=rJL8APS2g3@BTr`KT<^^)XG(95Bupg zL55~)9Ny~Z$l>kgrpP|GPv~zTay!jhNL{-2HzYJ~SCXJYdA-VfcGFIPWtt1aiVln6 z;|@E@ksZ%^b$?UzsK;`{jZ=|ZgVkK8x{cI$7U#MimOzG5W67V=aq@O{ozpe)0GRl; z=5JiMnep1yt8YzSbmrw-rp~x{fl)sfTxN17zh&d^mkL-Ki~J+;0LJXsxt+#dGFWv$ zQFZuR_uZ|xu?e)@Y4^YLtoKgXie30Z>{l=YNfCKOCAgcwTeo;s5YcnwrUtdRrOwIc zOf>dZ0kf%G%FrB&Rh5_%wj)%wAnNkZxaBppP30;vrPl8O7Yfo6FFXF@v15zJa(1pG zscGDcJVTs^4`*Qtn?9?i0Ml0|fm&+LO6>Q#?ZFU8EK*QuT9`d+*YtP4jU z&f)!NFX~NhL^mjlaUj9si0(Qq@32a&8QCoUnO3H^PD;}L3^NjvXd0narF4X#lQ^-RBLPjm8K zaYSv)IYEB@Hh;g;w{MT#7UN~oll6LHon|nul~#M9W?AMH+Uh^M`bI0-S>R@D1|BC+ z&IJEGl4+NKgGy%TB_;aS$o>8oaYTdM6E*BfhhHcY&NaV916ocSsGQ@W^zi?XAcxxc zQUVmPc9{mCUv;6Dk|7s##-f-BdCTP4yli_UC_rMhq;iO42!xw*bDXU*Ia zzcR{fY9(#!#RTkmJbHW2>QC69gN4hD1h;L|#kqKD7=V`^&iuO|6+7NV&ugBG#K_n) z{59X{^q=@-lBZDGB_}jx(1Ao^A_@RyNd5I^%7bs_M!riw6Odl%KdHjk%L+ybhn@!iD@A&|^oI+g?v9#ln;i_i)&v zSs@;qn5ET!KZKQB4o?8i*PIxsOc zvpcva*jUBe&rjFfJdR{QSo~&ClU|U11Xe)aH?{FqwZl1!_ee!Xg2 zq|U;a%lLFvfq1@jRbal^+toNnkV22kq>kG_je%0CH@1bU+896Yd~*KBkq4(m8upM^ zybOIv~ zQJI&>el~d_BrDsfrOuKo5YL!wV-?uh9UL&z>$QV+2x%9c(0mOKl}$TWUV9T;<>oP_ zI-4d_uiu@}?6HxSm1L(j@c%tt=vVt0Xf4d$`7beU{)zO;-MK|>azC=iAL@GIuGqylOp{+bnQdU;2YvlX{u%;oX%L?d;IF>GLdp9;` z;~Nq}6cfEaNAY{qyT;Kn3pe%qzOCr;_PBc06b`V+E{!^e*N0v@h_}wcXsFn7xrzPc z&wJJ}=dQwC7ARDz9con@8mjZvZ*;PxRXc86ryau+@I^Eszz|znAg(Su6oA4Q;!wSW zcXTnUkr1oyziKdYG2`a!cgKeU3L}1|9KWnBcRG*1tZSjuzB79^^_p#$et6WvaW%(m zl;cJ%wGoqbhrJnDwr>+15ofrR@2xOd5@aE!R$jAtW_wHWMy!9tLxYBBPNt2ASd43g zE9*{kk6+po@;8O;qYrM$xaS`XG4;t84>B1(n!JdOj4Y^1eiQZ|=XT$=LyL{C<1BH@ zX(I=kR>A~(aF1DKFW2{`+_8AnTrf6u3h$ z4~>WP#k?Z&I_M2N1;RF%VdV;oCtk8`fHI&9Sg0-(d+cm%;SisgK^!71C>S%ynY;2| z7J6=ez2G!*)S(YMdId#9Q~_PrKp|k0&$7)FJYta4`3SP9VWfD0Ryd-swqg&Db0l1^ z8ewF2L24CA3v7_X#Xo!YkuitG{dTpxp1+;RaC|$8Kg2n7|XEO zWhMPeBz*z~jlBAPwl{RVd}vSIb)&Otl>AnhAL0aXhSc<#98&y>pGXqADxTZ`L=XmW zQBX$awM`S4EpnRd-o3k%2)J1!bDnKWlg=&Flk_SdsZ8Ewz@`f*#*HfIV5csxGtCjo z=B)AT1ymAP7ZMaCtU~aH2RKX7QvzCo(nsEfeVXq%(WS!6;h z6k=4qm-n-k$IGqmR4R_EEj`1=dME!v;_hxxJU8lL~DkD66+hyTsRSRk@zd8dPegTHpCXE!E(sT>5xv)sh{So>myOL4htqStt6KfX>ox<}ocl+h!3 zB?StaG~Wl?t)q}Xl~{Dwy@*CFm*4Uc-|r=KOR^X}K&pM>Mg(4a@rR73CCg%BdRCsK z=W%6f6<6aQwD*(pIP}ke_7jRG}CBTP{%VdA&tQ2RIt&suPatLY2Lt@mI!ft$q8v;T2Q5${G(5 zsO3IT3R*}8&26%oR{agw)P0VZn&{%NK}8q%B^#ICXk9M5X`v!Qu79J|hQ@mV0g>RQ z(B6L{Xp7mw&S8K5C9;Db6@|scKjYcO57F_wDK$qtz81+>?AogUY{zYARk>Kzm!_W2 z&b>+1%{fV*$nQH!M}F8_wLDqOK)p5Lymr3Rb6yCZ3OP}5d8jr5k8_f;VXH+gFK_`o z2oXui6#e}@U$c&)o5CK_JvuKKj&9J|AHg%*)4Zt&k*&xsCg?F#noy~x9Q(+j0%4gd}bhQ*qiBv?nd|R zv@+3st9Qry2ah2nHN%9ll9Cdlljc~tG9FET=BU{-z?+pcM%R+*l{ieELVyqfR4@)d zfd0{|A&y-_yCF1mvYI@;RG(xJyB8^LC7AFHK|wpyK}NG9nIqrU@_c!s^VGk19q_U- zQm4>cvL9XHT1&rpHlYZwEZi5PTRJEsjJ(6`wCq^jA?Js854RWl?KKaNRZQ%EYyErs zJo&Ks^=G{4j9wVC=47lpdM8^h@n^B@MQ$$SJ|VWEY4QuUYF~1CTOwL}>z!l~r7=H( zvyU#Gp}$^np0J?A;H3A``g>X@9S?|OL)w3xw0*!~sCY@DaFOEg8r`YjQ-H#hBsB8L zHC$)OuYPGYbVzeO^0FOq7r4*wc6s}DxNkqjyOFg}o@HPb=s0HS;IUTHaTP@`9l;s1 z=FjR96cLtrsq8n`O@0si+<%E^yR8|=nXXrf32ibmODU#>N)pYd{`^2p?X#6ZnNv;O z8#C4N6VLv7vVzXdmEW6g1K=gqiZ5o{@qI^=89uRb)u%r=TDs6^bJ9V*ST?6vATtxX9j$R zY)|asCa=|2x^M9A#GNgCvAdtla4&xG1%L9ulM>>4Z1^!eBv{||Ox zz3*il#x=RtEA&{P8RAsfE+vU$Oa7(<)S+GMbJzU~M8_oY5$pa1nWtWY3=PLfRX5X9 zhQ)v%zk_%4CIGjMYVcli+i7Ssbxt=XX+1SMm*iL;wHD)3L-%5JvNjH#;ZPxoGG)c< zeOdL{5!RL0)&wV5j9$Y_Y`=6BO45qNW4P|z-FmdU6qO(s8#wXde#oBPv`m&>BwL6< z_&D&(giTq)9}lY>487XLxPJEMinbNX&%?9u|F$KvcXN5k#)Xx?{b@huCdeRuY>4;n zhlEX2(Z7=06UFQpX*B}Y?+Rcr4R-VKt@;*5aE=0To+TNm(ajN@tO^!(v_y%T_7znA z_%B7~Wo0d7GAF?6_>e3rvSrt;!+B3c1?G2V4pS_D4T7!-0xo3BO=dL~JKl^Wo)6U7}Q%Vx<-m}%GV^??E z_>-_poWV2t0zJQ zX#f9}r=W5!kVzBT!_VD@Z@cB+^L3x6dDCt8-||g<;~Ho>C`4xWVPrO98Vl$-87}%msB&ZZ+*61@)2W>eHt_sZy&5dcGoKk>t%vFCVb-&Suy6MKFVFf4=k{XEhJ5iK=U zlCq({X?cp<#XdEO$-99-*5sx;ZJso7&H^mdYfr&zM$a8tRXYwn_*MTjwbMam_Fh^( zlw-+h+o15?@*c%2MYif|TgI1my(;Y-cLjxIv<;3Ho7E1Laqw`vz=M*K+l|luvlViG zGkbG8%AE>cW+4@0?5Sze6xX==s7iO12ht%&e;_(iaaRPdJ)r@8ABI1fFLe?> zf~CkL{=4SX-OOvF2fewkeNQSMthh;0)e7wS&!2J?__OPXC~X+@sks#&L0-E_N7izD z*UpnCo$S}4Zax++rsp4crFL!HAur{NH)B6@l9(I%I?ta=b`jNVpd=w$JWCaQ9beUm zM|`Bu9$dzH3llK?y6f=O3KK*lM_iKdMf($}TA)@0TQ= zV4Pw;GC$3)yI%T3n{{kSmOtY~b77SuuR2*rv>4o&g>=9eH!M>9VfZ|%^pw7!5M zDmRBEGd%sv8I`MbmRxqu)_x!IZIizFRSFx8b~ns1Vw7}s9y67jk>H8u{`g~Yg|
j}PSfnCF8&JC=fL-tf5zwC zLg3k_n^>rG4`gDlWW4lFs5p`N(!2Vb!cW=pNt3^?+=y3d{fQcV30@mBabTD!9lWt` z<`UDt6U1Tih{5KOeTmG!q8IXVCVyP^58VCC%4SkiwWj7r^7PLwuFg?7TN9IY9?3e? z4|?FwpGUJTv$o1ndMug?|02L{Lj`+0&s=IsmE`jO`np2`cZ=0R%9%^@1Ifai4lFZk zW5aRQ%=6lz{KQ#b7V3}^`(tI=5{VlLwg52@AjJNkze0>$ViPBr4d6Vk| zAsZ{6rW$4lg};$LCU54NJK)~Og<89`&N%wvHSI@!6#2%w4e7cAZ8;ecMZNe^)49kZJ3jDu z>;cWJ;ExultvuxgGJg_#sT<~WRP$YVAW2k5+n|~Ke^s?H4oVU-{~%9lltFW$-T*Q5>jYG5S1ywae&nTg)rOq!&%FxM=$z2sgnJ0YGxB zKK-Ijd|Vwy=pM!MgyR{`BjGG|Du`9BWWptbpnT#!ELRAx{DiL#9o#9H`-56o7u*qg zOcFuT{_x~+`4}DQ5(mgD7R@E?zCJf^RsmZVSyf}TI3)P%QDE}=$9u+SX2D3eT#lC` zLLcDYDUgE7{QWRGn7h6QpZyH)nOaCw_|DCQ9^vO{i?;>oQ2?Uv#A@YM?SWe-B`ETF}8de5+|s8^e| zZ{O~S@_eldD&?nr5@TayL7Pr_qX9S!@*p%v9pKt@(yRE;zEoj?xkM|onX{dcJGOTA zlh!FXsU?>}QX>hy22e3V{s1<5G%zqQ*nDMi*Q1MHHTUkV+fZql>b=|oNVnF73m2ZO zF<`5a+`b%xcyz(sirOal?xdH9-#?dXcGlNgh*W&4vl4Pt9cU4tAAf>-CA49KI@+77 zP_dN&vVx1)K8O`CDBLsP-o0o-mtsB%sZ5CQ5O-^=Ijv9p-;sLE*=0iQe=Agl8#>NO z*)-?U5s3!m5UzNRj;tJKcU*U!Nhb(KxzknA8lE@ zlHhhzKRxe^oAf@IO?u2jIOL)!xApU;Bnvr`>nyx|d~{S)uH$yc+1#w`titMBs{*Ci z*M}iBBnFus%M{#w?GY_I2lluAoN5#^tOo>9Q<0BH;T3Q5{=Z9B3`4?4km{_BwX_h+ zI;Zve;KlaN@ReP(M1YDD17rgAV+Qg4vTRDXj{cS2v3kX|aInPhtkUlN3WnL9N4zRJ z)D99ItAG#B&aX~)hBuK_^`-WRW8@i8+Oo{$cOMRF{l6Ea``;5d8zN~S@sG#^I!p(E zYk(?R`|b)5GTQq4``Eri2Y&SxrVxY%yn}jb=;vmU$2vRSTf1I_{)p1}+TXCN?C3@L zGb16|hR3f*#lQ3#mD3AC>#z3yU#qd22sD);r?z%BWx85{K=$b42`Fl}p8S&0T z%f$InHwgBQ1z74Z8>^rkjzr?~s~tt&S=K^@l0W2EvqSNP1?2l+Wj|Y^RcyT=YYRWs z#~mTX^p~EvY&@Ouo;hhv_I=#mvF^=(U-0&C^>R5fE?Uj#hv!X;#pU$WB|pJMe18{x z*gFx?*iUU#Zi!bb?{QMl1WuHbqH0uL+uqb?H6wLMnVpf2r13*%boQhfod0EysN)t? ziNZa$EhE+UH>%&<5wBM2bT!Dp;IgRXN5)&iRb|PmxVH3M`))OpzS1O(cRo zmdBIA_rT9?OYeJIv|NVWj{A`gJmH6RvP3KrthbB4CDeHBM zyENJ>WBw!|Su(gMED=%^b`_}+Qy3Qv+8yyN&Le1e?(6@^M9OQK|79Y7YFW3SH%r{< zicpRmIaPlvz;5*EcuFFFu#Z+09o6>)KO40uUD|1&q z4?JLC9mUlfqo#_CjACw?2){uN)8xKeT`Dftgt-PU3}z;SPyrWm50Nk`N!CQ(EvHPv84 zBYTpvrXB4-a5HMYyWfRe&k~*$ak1OBY1kyN&i+e#zgjX63Kg7mQx`sKS~*!*?wH;1 z8(0fn@@C<8*|E^J5;?8EnREG^JkHT&kr7&I-8V-jPO-;fe2hR5BrQHo))_%3~RNtU*CF6lWQ*Gl$bB|}U=XGw$XjE;vLtCn9=+C#+-p;4v zWVg-U+G@5!m-oRVYkt*5IDVR~?fV$<Z~Ci325EnIer^IEZ0 zX28*J+9e-eo0rqXo)oJo?I|mUhyOAfFsO6(;>id%O!-cNJhT={qAxk*g%=oGWztjf z%{xMl#yE5@GDSsLA|k4(Z6AYJg0weSL{7S)rgAP-%I7_o9#2F5oUowX4@Ai$&sxH~ zxs@L{$J>Q|JZjWi@$o~Mq=SYN!mINZRq7d86XZV9M+4zhcD)sq;-n5SA!4Fm;Lx`VS;I%=k9*HIVL!f#FP>{2W#>TN%t5+^B+*SWd= z3Cg@0WV@ahiyNxHxL&8#rq?F+2I0>7c51eK&;GK}2?(QbM6LS6oRUFsud>TXHAzj! zs>bVS728^JceFgfoAG;3$?r}xxFE%{qT0fkEY=xG5|)$JF8PnJtge(?c%BC-ug2~F z5m8(pQJc5#A$k9phW`OZ^b|~e*12*4S<)J@{}FC?@{ro}cGWImiR^49Ni8epxD6#w zhV6bNy76Uat?Stb@>m^i-bz>NByHbHIzDyXQDzhx%d_cupsrp-OrHiWBl>uaHI$6{ z3pFh?=XEshx`hWr-CM%Lo!IaE#T>O?b_g>y$`O2A`y$H;`y^Zd)t=XLM>zS~G+0r%KBr4-M>4Z}bi16bpMV;vgOrgHhQ#oeKL zYdv3lyi3Ww_Z3{3vJp|QBw)!aZ9lA zXbP0Od;LM?e{Xw0zuwTbsdZ>XjP@HNWzQV1PWA)k4orjm&U8eH787_)*$T>~`5O%XV+u4a^i?Dv^`t;b7cz1(_Y}k_%ID_WN2Y5)4 zu)!jgE0l$#ZHkyf)LCrJ>MvSJ)E;`jq`uCC93LL)nCe}Dl=cu@D@rUwF%och{{4}i zRCC0_-15li=#?-aX-_?U>eLEQ^eJoJ-IsHAOrP>6!}dPsE}R=&SCfNE>YBib)`II# zzMuf{0j;{y|0Wy^oviEW9>ZC)2#R|jC_(PlO+)Is!hd0AqZQoO6B^FHo{`P(=`NpW z+6;-{iOJ!#97()FmRKqmE!gl{<4KJl`6|Z1F9V?CT;YEcZ+`Dfu_s?|e9sU(Koi!y zGle=rQ$s_;#0Y{)SOJ*8qpMs{Ts-kzC&R;|R_TSePRfilSho-3*=3g)x_+Jcx*4X` z5kMp?^|fxgwMtL@%+tE4xmnn03LP$MRbU(=e9_w!-vPSJ4ej5)nG%b<&7Y{i`}YM^ zh(^lq^pb~owZqI@>X>DCb_g`<|4&6O2ygQXade%=Ni(>80xC5I7Y#g$4WU;YM-BfH zCQXg@Z9ayNPV+)rc1u7KI?}wU*E3o1&uc4G>#3AZ^Dxot`!3190BK-YBw<~H*W9VGyt|~=rN0f-U2kRDkR+GqcFcO28|Lz0+EwP zo#4)jp`6#rii1Fuh^A4mgg$@qLh|HWR_ed?K0^B%vE*y?_T!@U7dEj!E@D|NqX%!PbKUnz1BZ}M z?E6%BbprlJszua?M5Tm@zDbylbB4I$?AJ|DN z%~5n&aijcuuy3U9ryaC0`}|~w@58OzrsL5?^SrC`_o=AFR@AD?^k0QjTojx`Vz3#T zmv;^ncK2qOBt1Wm=&@D>qg1TQN_iZ{heCmfe03f%khG}PfaSOjDB+_geoyDT?8=^g zJu_2UndE9a?+e0;hC~FXq}Bh*ILA%W!IDB5YW$D?(Q{(ya;W)6O%7N~_zT=Y3$9+v z`NW@4{tnhRJk7h4G~?8p6^(VG3|Sg^g5bHjhdE!*l*M;pPtN4L9&6&+?EZ6VF%`pE z!_FU8Yq1p_6mgM}N?7eW(nXy%T`&XnpLVk3c^}&|bg?nc1cf)p>W+GspD8ttuKsk! z=#1imyCalmk7uQGpQ@zr0p~jqcFr2So}r_bXx^mm{5MKFsX~JEiMY6A<7+=gBzJVU zb~)jBO;gJAGyi9zd)gd^wdhL^fUqb92KeS#RKv6=M_y6l7_R z0WFu5SP*oy`r@7l|JnmK*OPacJ;|MI@~KKH)Q^IYw?gr1Epb0=>(u&I}!uGLJ> z#Kv?E%ooL-P+#BlM2FbfbO43Rf)U3TKgayKTo~H4?#RB-5wi$AW^M7WeI4(P&7amn zn&dg2fBVp4`|bHo{mwHL=ababRMnh0e$e>NF)sqC*=qH_?YtLDxf9a8V96{00u z4`(TFxYF~3f)2pB@sEwKL*_mnd42y?=0AN`cCoM0&^>f5HfMnNxYt=&ycj3Y}#Xi5i{4XdY4^Q3X z%Xp3oy!6_t7t9-phHGY@Qw4!f;0XPNb--L{9iH4zwiU!F9&YCZ^Kq3DL-qI5A9wZ6c4(P zIdNrJd2EIrl~cwm=wx?ss5%w_9Ct(vT5!9f%(XhSpZ0 zgIIH2qi31zg!Eu6+%)ol8|XzJwdW@~=4OeNyN*56VU<@T(E;zLpY^6bET-6D}Y$MF4XYGD2LSP>19($G#_}18C zc4aLT=4bKl>%SN8*R9Zoiic}PDOKLyLR1wU1%#dZ4~?+f3!&WXqyrDN)4AuBYASH> zixn!{c%p&+(K8mbN=w8rKUx*;4l)u|jJmKr0ALk1FH7~Lup^X?WXIjj<#M$DxBK1A zqu>oiVtIil;>0!6X}Io1hXT3FOMgV;-i)KC$o@na!H4-8zi=GN(`33%=``k4(so6V8LvVxx0QubJb zVtAmRUxu)O=}3wBI@N&1`!OHuLN=tby~$)_pgzsl ziX_n~ZR2!URXca=sDSC22i@Gyx(I%hFD@1SScn6{AMbQNRRLFda4+AYzF`1V64AGb zv+dTc|EAY0r_nNnjcI%ehYYEtw-rWniV(|8I7UXZgxulT4h&7~x$bmi1?n#poN|rT zV0`JngYjz!4E1TdnyM{AZtF4vNnJXE5-)$Nv2~lY8B9Mp-@8cn9SOi}He0T~v+88) zhjdwoPF#I-(5RrJsQ(*T@*w?! zaVt24B=BBStk0Ws$pm*+Umn0Hq(d^h1v8~c4i3y$g~2F869s3$zAbq8=PA)xOi3X_ zX>yBbnLBkkal|9u`hk8Bj_UV^jfcE@7`di4$Q1oxyhJ^*09luBXyVtd4* zW5|n13>fK`yUPt>WS~Zp-;YM-`QGPsrC(CethE@6A#duVH~aYPT?469ceCU8A+;MvNU9E7i>)vJz3U8l zj7fcpE+q+%#SsccNhb$sD*fQM-?j&x>)yM59ztO0yU+O7p)YD1-68#A`>Wjd0OeJV zVuJ4{pvRjV2cNpZWrNpoIqfN1l3&oMkcc7#=WBaM2#ZlPFCz4nbzM=hv-V9$Zx>J` z1U{M+7WZ@(73Ca?F_(2E?U`|`6*&k%PMAf=R%vBLG=?OvFx;>y-wI<$+@$`M*M z>Bg;l3Fn$w^NzUHsg1oGYAB}5&SB0_$T6Tc!?mb0y~J2bnDY1a^|jNQ~ zjuiGnnQ856IMPmVRJgf)7i|+bZ%l}f$5 zxj` zdZ}XPi+*_6awJ~nb3B$v2=lB8J&tiX3RBNsTEFlhZJH2tFuw|LXes+1e zgSnxBJ1QBIR2lEzZq|hmDZJ5fJVpD|Jk9WBiRiKem#I^W2PM8p&jYbfzaCfk?3wp_iHC0xxwcsWg2*zRQ z=P|_TaSUp!S;I|eY5MD(935wCF-};N+29`ic#p`Pku0u+k{a>+&W5@uc&mS93uIBd z>`y2iii5Ngdhy;W%czd1r-dDNbEyRMZ4HPl^@Fk{+GMOV-3%=gxgjJ_;z-^PzuWI; zy|F@YOj|v9M+Cxm08-o z?P#`kXx^)R4&L*Re4<4V8=_phd9Mp`o%z-SzITo1Ff=o_ht#!zs5`#(A_bOQ;(&Y4 z4AXCqNpgE#EtM8UlY*%Wpe1*YEXKzwb$>3G!jbF-MfAAEU+*fqMd@>hdPE{OUwI-s zd-nFlDV{4LPRD)AXtV$$Ni5Yr%hm6erNRGpgUeX`*0sIn9})RHI=zYY*TQjF=V8Kv zF7(r>6tc|1T0x6ru=_G{*5EsLfj|oPn20Rz3w~$&{{{Z6do$xh4gRqXG2>QLe5@r? zU*F~Ng}#}!Z*A5#nPMVZcF~ej=JeDx?4+cft)+>S`_UvClE-$0+a*9#o(bs4 zr>blxZ;4*FptZ!gop9C2n5(?D^REv!uH9{(d|Xlc7M8KIaIRZ|FYCZHql>65T=Lk6 z(cMS-+MJY?94Kc}gom~o>KR%7fzp3y$D5kYKi*B~jv6*;?MyDCM#}DATIvmFTrT|L z7RARwhu6JZK5#22&RL(IUfUB+pdhd~hs3wnsD~~0#52WFiP~a~A)bLtwFH5PGq8@7f_TVZg)4PoXsCA_hUxlIDg^7gBWvUm~4F=5-22Masu1?B*vKA_R~FjGfl*x z56(pKpeL`sx8)R(wsLlXeQn`aEg-?lRWn?d>g&7)FPm(udmxQ7S+YE!8p50^aH+SK z*ShYaqEm+aVEri-zF!F!`{+MeD6AS8Uy{0N+vUrb1+A+l$Jp+_ZdAInEksdgJ+pFg zF1ayf(%e`ybFu9;fw?_XzBCnufCmS=um9<5?9}r~BfaIeo@C6K!U_smd~f}JP6aGu zdLnx&SKZA0p2#o+4TS%CP`pM5DHm79S+LG4l{ z81MQdgLsSJcZ0BS*1qIa%HD6hvmD~veA=7q0&&_O6=MI(iLA6rfOs3pAQ!wPq9;*E zz*di{KkoyCbsb=&&C*EeR>^CP5oMzYjHGoW?{l8U`gJJ6I>n8KQdeV2#?TiU%EHbE zy977Ec>hTHV>w~QA}L1r*bvlkv9w%rrlu{n7ul#RNXnTzyT-nX*sI|}u;WXwZP2=O z%?l4tr}Ex==+H`L)BUt(Df0yOzf*dDwLQ6PoZ}FAB$nsk2T+7y2}&7H6#GfULVLO+ zSDW>w7cEQGIsjGVzDJwyPXm@j7)~?NZSmCBYa_0XuU)i+G-1z)o+sjcu`YWkg;DD_ zHxVgLoS|igc!1i}m49g)w>W-=_7+x$OQ^gu>yW-arHUIube;geNH7!aflKxiz6>&~ zkuSh?=h}-lC-aEKBa*HF1m!WRVh6Z%cfo6BhwlG@I&~e~KCp)# zw%*pa8E@waZ?x@|p#J~3^Mu!#kq??{tFNhqG3ycLmjYnz_Hm`Uz`#lhe0TvPSc%bmJ$jw^Ux?cOqzDXft%7 zvDcBB+u1GqFGknP-VmNTnz;6se4bB$+}*qe6+y znGz!N@b2sE+MfUO;s53R@Lt<}Z})W<=lT1swT|Q1kA2^d6`^}bb0rf$6NN%qxnE0N zpF*Llp-^Zu7#Z*v%ovxLUyWB8O6&RWOLQ7AkdY3QkKW#Lr%&K&V&cxe#6GQ) z@(C>J|Ncq85}d;S;szoaUuo!Gb$IEL#ffM#snZ z#z`IF+!}V_LVt-e`3*JRff9w{Mk=ja+BX zo;}@CAn7yt>%q`f@^;H=@IC7GEBO@|gM))hWJ1UyXpP;n78Tva&Byn^Eqg3*Y2l*P z%dk|Rzk{-Ja=|ZN>{3~pKPSF^y~CFPeSMC>#z)KXh}*YsSN56ElKb%SqwbYHRV??t z4`fx93`#}2;wo0~N+ac^Q0yxiU0{pqpIf#c-?f+{L1 z;gOMhdh6mYW%`hJS|F<+&hf(M@1D8IVVA#yNA6{0i0;}YD6s8JP+T0>@AmSTH`mtl z6laTRMyHrP_wbq?T{}BDd?`Gf(fHUgE~~#}+h-%NlUm}(j~~x-{Ju?b#||1w-F3+j z75~|en-&2ylruj{`LI61XKY`Ft?X}owng8-K<;d-VwTx+ZX5h$Lkl?^6I^@c*kiTk zM_;na%IdbA@f>PeNg4h5PN22eMXY@r_h$3U0SmKhH*RD;*Z00=qzMd<@shUJg@jRWqtD6 z-e%(tCnw6=w?BFO_>0WBxk<;jNjrHcvc8jN7_dL0X-luLJcdkPzkN&HdvO&dC^>ME zPfkuwDTnN=)^1tO)$DP!5)u-OtgM>%4<(Ia`Q3hfWnX{z&KLJ%WM!17AD|tdkYM#H zT5$C5-+lJ>QYwqnC)71Hhf1XJ9imC({7CK7Ie0K1i|01bK%Z;=Vo%@uB$tVPJ+qtp z@G1AUu+*rlr(ceUSW$GgEi%XKx#*@%E0g{HtcYH-BhBO6{lm#p3)c=DIACyVarW;} zmsB!&JYDK9=_bhAsMZ!g^K&h0g>CCepGz;z&bZIvbkuHx?{oW64&0i znJr`2v)k@B?L0p>Qts^Rtg5enHK%?p-c4$&*FAjPtCRA4(Skb}D9$b}pB&}L!lbj1 z&0e)DaB+==|6i`Nt;IBy{^s1|=#6Aeq|Cf#74X-IiY~M`bTv{yng+97G7D(U5zMf5$f4EMYfvyPdaz50~dd<|Up-na%>;o&!4an;ozOCj6r?DK5GsI79 z5W3B8*DS;yTV_Sg#Zns9Ox2W+cgwi=TW-)$3NlYcM*eK|7f-tyYPuD>k!CGgq{>3c z&|rvfdC%Z4VA45f#8uf{t!~&bO7a+fK%`bx+SdMLP(V}`z2miTEsIetIlO`%`|1NC z@2}R4&b{d?9{ZKuRLIUAL64m$f5l-Sa))PuC3b%jR%Q)j61L{GUHxq4O(v8V_Z4=Cw;kM5dc1 z^}RUQ=y1l0|NZKU3&A*ve*fywvI)%x;%I`jr?ZcwUN&;)V2|TeMvg-2zf#Q^-nVb}%hrC|NM~$K-M?R9Qacl@D6xYs z{|z5Yt-8ARzc-K)kz=sl@q2=u{lTkYF|ukj;XBx#AKg;3EL#4c`aN#yQhr)4%hq?5 zdcfG-#LtL|nsxVoCXYB{De`{ZwKt=KjT_0+x%~U8KNYHp2ZX}wuS<%(9$zoou)g&n zKAHVNrE20(o9Y=WD;k_wp-mEL9HGbs;o<$etXEW1EJbLfFE1T6)nl-BaB#@}E-u=z z{ogC~3zFkwd0M2h`FAf3CHIMIqyn1&KfisO%>Nv**+6UNYS%xOiDGov6TP)#6LvT^ zqT%b=Z1>v~&x#w^l%xhzcZiOXq@cU8W5?o^O7;?IHu$1g|Df!+g& zB2_=79d!D9vb$#!TEuE^A==X#BB{@-y$Oro>q?H=J{BC$LH2r^3#zwV*jBaDQ&zr#nPgQx7;oB!te^a>Bn|E z$ghf$!mF;n?glSiexm=e6PM5GnO`X)zx${5^L-@OOm!Sfgbo}35^b*hxq_U7g5>w+ z|2<}eSca%=)C zL;{bBiuzY>;>S^m5TbL*Nn2H2TU#qDD;pHc?qs<~ecf{Eibe3_@46VPo0^))hILV+ zFZQ$?Tc1>p>hXN*egBRQb(h7p$;o27HlLxs%vxxjMB3GG>NBcq>ICyrOd4fh1!>sO zkf<9FINL^Qnqf6}c<-!&^d)0{IyhjAlsUBOs_w5;r6`xn_RFoe{lGV=&-J%>t9iEYAXrdTsBQBBO{ZSpCA0-f#l$q2O$*|ssOQOS5(5a zl&O!LX&fQPR^KS&blEkd<)TqguyImep6v1G9@($wo_P%O7oGWbo`0)-ibZ(<@Ak86 z@UIsN9h%edP2theGJp8PwF1LWFz+XEcs`y^&gr>ffqhd}gz3|>R%ijf=2`8Hoop=g z_eBvl?A^t|$G5`C$w}w-wv`uG2}(7PU;kI;xR@EbjZe!4qGX<+xZZQPQQlFl9; zP5YPB?+J8$Hz8Y@iTrLYvM77>=+TM6M&{ewooWHf0qX0OZ<-Z5uSMUYm*P<$xACG& zckKh6a@Ss_ZD(7I1n+PgV6^*TU62`}}SkA{_-R9!zT2&ED=hE|m`#x#srT%a1u_{u9snfMl z0=)Rm#p!O=>gwtafJ1r{bPJ0ij~;E@vuBSka*!KZ3;hS2TWsH7h>2m9-?HUWu`9~a z!ukx9^rp%+-KIvW2Yk0MSPR}(@mIPW6?JL2#d^z@Eyd5CS&jdEmwDt7cNnX1GypN@ zfp+zKzUyp{PX=Ji6? z$mjd4MULOYzCE$!=|8;%1#SO204Va!j`r~@8f575f36V}9GmG&?#?Y=tO9oaA|qD4 zwPs|Cy!@W;MUMGy1N!3P;uVdJg=|Mw#~R0FZ92X7OOBZUy1t{zKgt7_mN!R4M5wvB zDV%Y1lymx_T;nDtCMIoG!ui}|xT>q>k{tRjj;UT8eM2@R;bZ!ItA6ObdL?|UqT_`J zZ}{Jr*Ch?|Tzj>3l9afTc6u5mY{u6QDtnDmDB8c; zMFV>G;O%W%`}bFlb-!}g6T;CwMC$mZfUu4&o7vXP(e98>XxdtKDcG3z$V0=*{!e#Z z#=7>M`Sy69P1&|)PIPTTs5nxNLW<55Jm{W6`$jKQi8TESsl{wP+pl__J7=)dLS>;U zl)1);WIq))Q;{1n@-H^a3C=AZXf8Q~+G=(1mcj~~`WrO}H+skI8#XXDK02y7^5ex= zn`gV#udn(2A5-a++y|Ed@3}IynLT3foAz5w{WwMxim$J4;dt+7W*@1;=H;qr z?$SJlTlfvpHyX}Y^M?nw>Sg%bA3JTf5!r}S$}ls?scc4Lbj(C$?$?(1_;?Y7@N>@* zjYEf4{Tdz~`(~Tm`Q52J^xCy+DGThe0UHHP4TJBcr_)f7>Korb&3nC|?~k@Szme1# zQZv@rm`q{w*VgxOPNt-YETgAi(Q-dIS$KYaei@*3^??G@Mxk9k9iRn5P1Z|GvurXc z*pL><5(=g2<;&QFga-;E zpYCcZdi>(8ySX_A31uJ+{7RbWx(w91wxp~Mdt2I|U|^L$wYtX{@ph_@jIu|k$4=-Z zD(cDY+PPBz-Q6A|BW^?#-H8(?1dWiv#g+5vttlH$Y^Y>)bd*hTIYx?qoxy`uHM@K! zf-YWMuB@y)+H4U>L%FfpA}7A-t|n`oyHU>Zh)AxD)}PY$oo+3bBfJJU7^|VC?9qvd z>Yg{(F3s7oq3e(&fKon;W5PwIUR5Xb>h|IEZgBb%9Y3k zmX?-54-D>iAz6Y0lKg#N4d?A7(&LkR^79^DI{-fBN2~ZPMP!uF4#vydFeN4>S)Dq? zaPHi>FImS{o0Yg#&d-dGO%9vZJYKtYEt*2c6)QfKSa@e%x_tRdNw()3I(JLUl$2p^ zqbH}{iNtDM!C@V7?S2(=QC+kWhw0LT$6aFA-sGM6CXX~%`SvXfXrhqZ+|Ab3)?Z{s z`uiC{l1*ATJLfe#{x5gly(>nx5Lvwwp(Ev3<~`1^)uE|+d%NG=Pv^YGf36HzTJS7z z{LT&fMIA(h?lV^#zdvu*Gcq%ysV=fUHq+O=U^4JhyV+=J*R93JM_%~2XB~g0|J9n{ zqs#GB82kB+6I+i>2t(Y3x!7C5#r>sTW3-!0i`4h*p~V`=x%KN_-)td-72aoP$muci zBMMwiRc&pC@z6t~Z2lbc7bfBhVWFWQjt-1^v~NH8nk{jcFSnJIRlMAZuofFM>iHhS zCSbEtZ9m-EXKvsku+^UPd`O5M9)?9&WsOsNS3`J*ue|X%+qgCzg!l=6jEh_W#;~%`hEZxaf3*g}3=;-Ua zSY53S9x@HzmTCBawO%K^n{6tVa^ z-DBpC^iV8(=Q93|78RuEj zR8>`3+SnY)oHfwb|M={jZEKmo0FGPLRC{3V-nc{M{!g9Un>ly;PO`KIF6|m@%4Rk&F!53boAaC}%kH8qvu8Y4wVzckmou6*b+9UWa`zz?i^RKgb9 zG_?>0*{xgm)kJcQ4ct%e!ZOkOWej4?=qR<(f{z%{96CA0d{CKVK?zm#o6f5pZhzs+ zlarGZ`3hVzCB=>DFUsVnB1h9@%a(DLEId2c*EKo(efm%RW;yRaCkwydxwFexR9adm zWN^Sg{TwstD(xe7v7Nha=kh=|m6pT}^`AB;Pj+BGYY=5tCr*T5-&4(B_((Y#J~CR__aXVHa&%10@+-ax>nLYhi_zKX z6?=`PY5c7Z%=4Ox-aZHFb4;^}Fr)Bf-~$)e);B#R^@UbIkSvH_ACQN!P^70uX9xYwtm}qNSsYi{92} zgToAluPRnd^JB5giFEG|cXrWT5qS72O5h?OBi1v$;_lIyH9I)4dR14~9gy{zIGyhO z=FJ;=`@KnrRc4k!s;J61csuXp8xG)Xsh^Ht^Jo$h5`csAy2gz^mM80;KYyNW_397+ zqt5XUyN~J!qaiXWIun78!3rD1UuXtgOsN1`KJxQT%*pm*m%TPW?rO%!g4eA%5utv* zGGuu-V6+jx?sk+dgA5(LHODNTxvoPi5YD~HLJB|(MzIQZVJ<&gUWB1 z>&G7%=UdZLG7EN{`6|0+mk;ORWR)6#YSNArpu0n`^KLnHx#2O%4;eZM=dtZ;6%;tJ zfqT8Y6j@fTl=Gi;;}sC-CVf=I>h&FigG@l)Umh4}x|nzd0JtrqWJ03Q_>jaDV|oI( zM?ad-0{Lf&?!mjmRU9D8xvP3bqLMq)*w|QjOpKA_Q02AEBMWv+1L6#F#a$}oUX;b~p{thQ;E%Jm5 z|74WFcIQ7m`$;$gVe3nqUJopv!lJI+Y*BW>Q0j=U`T|zs%A1qLF5O{uuRqX#D)aXx zou_Hh88t{aog*VLXfA=<>5n`zBJ8|j(K(b21D{{Ly`c!lG!!S}GQSN8hs)VQ$fn@XY^=rn(#YN*%FF64B zt@cL)3La-hGnEt#JPWu_p}p!k1{YImPUFZp>?)(_=_kyEm)@ZA?u|p#xR8Gk?MV z^XJd$iO+|*>KVtTt~u=nj5_i&JtISE*NyhH{wE()UhZC+H|Xy(WYf^lh*z-VkT`hj zo`Qel!y}Xw1s}J7o~cKRx~ioo0<8R*(=~n(hl5|F@El`Ny)80=<8SG8uye?$ES9mGXR$r-TK*1${$O0kPHu| zTV93J0EnpQGqC{##7DFX>Arp3lOy*JJ#+1)WHQWyF^$tTD-ZBDHZc+1wyo&(9Z&OZ zXTDN!79q7gQLV3!Ioan~H-3p{v#eFsGQ#g@uids~i-Fy6>r|tjSu6jZ_RTb8q_#>qn&BJl9Gws zL5XWte|p|TejhL0SYGsHhx_1lZOWVX?`y~VK3G{=QqUYxp4~sslhKACB+?xq=}QDi zy8O~Y&_I8`asP+7?CecSp1&_oPkZUyQRb^y+H>=`)l$G9Ns<)9-$~EC#;o`C-`KKk zTkUA)OP9rYZ&ZKHb-cE=wi_F1=SNgtW1Hw7_AT7~OvwX41p2U?9_`d#I|atYz*pQ0 zY2jjEv+KHSIX}vjZsY^!K7oC`a_D zmIRXkr~|qhUO2OH<3_Tcv9Ynd+s^QUVqAfrkTl5Xnej9(ag&rWFAYaWd;&`~Iy$Oq zV#5Fa&MtyH(_@ou=VAOc*|3Bb!@&k-R) za26LU;>52)uBpLi#@$FpK|PeL5+xikO#=w4T7P2`&UG+64BgXX-FZbtMoNvwLW#_? z34?9VxBn>fzXZJa65SuZtQvaj$A?EY5{Rf>{~J$$M+~`nlZT-0GiNT7;wL4=1eTa_ z<;r(Y+R6V%GvPb=OOOA`nTjA9(x<`-5dkNFC71+68Nsc)jeTeS^yYhxm;)?!A}eV+ zJIng{`B?&-p(*Nwp8+L63Dy5dN;!RRj3)7pXs^hp?~3nXsowpzI_t#YMj^Q-PP+WX z_?@0I*tC^9ckWyR(ukQ`TGiM%zRTnz)*+oH>&%%md1u>{&<@cBF8t-mIF$6T_(gO` z2;C}SmCI!1PpqwOghUXe1%y$H z;vYqtJRBn=*r#<{^MMOSCnswG!DJm<6w)no4`H9!1OzUjbdcV7dSR+P-=$lF7ykL1W5J=K#nL8^#V0kSyh$x+F|1W zx{!-lx^6@*kae^Bj+z|OxuNO1A!GJ%NMB2wsYI|V7CcWH2NgrfMVNu`RNl4gfQ<;K z2nkZJK|~Ifa7qRL%doOk>~6^MHgSi6&FF)MG_X&Q<<$TO-OZTdRH?-LI!@>^RQiaO zXd8Mfs{cuX;VKu1I+b~W9m3puD`GEbJ3)kIDK&ynDpY9=W#=rkY{*}jbr>a*A7vwz znJ!|P#kP&hDPD^jbr5LOl`5&K(z+nXbcxEmhtIrI)e+a&zkfgCBQh``AfQAhA~NFA zrArMC$=9#n8@j4M)%C<({}Ht^Ds{REXGLNwUIzsiEBI{J-HLtv&f!V zNL_ow#?2juwu}J!8#iu1%c#xNyLYrRXfv4bE}iJwJ5@h!NS7g>({S-&i*sD``UK9k9=kq(+~l<3kFis z`QU7%sT+VZ`)YU!gcn%yr?$xcxJ%ojbj!i4`#EoT%{!EHfV4_{xE@Ypx;I(^ho-FH z*jRP|7y9AmZ{PTUc#L*#E>GFC9U*)M4HWus5{5cDI?ez_(&nYSXi#6GRuLkh<`2k* zO2nq+>C@p1EBQMBsrVaTKrkU5qEn|%WtzWGLX?jmFGBf&>Y=~WX<_znF=Q#EI)#Vb zX6EMR_JLX-k7VOnLKs$7Az;xhL}FE6e*DM=ZJ`>OcnpA6^2S1U%x+oF-^ah?S_lK9 zB5T(IH4%RP%=e;|Xn6Jll{0_IRU#|s)Kwh;JIt}vxm~DV0kZ?^@ste0{u6q^-+ARv zGNKg6WqkYo{gL!`>uN>-$y15D1Is@C9aw#~5s6k^`%Lik#8Qkr>Pz1Sr&B>1aR(t3 zgLzz0T3YH1vI#KV3P4nQeAODopyjMWDF9XA>(~m~q2zJ*hdZ15`TIj);EbzK@c3m+ z77j{_I@)||A1nbunS^0%Z9U%op^@NV1Zo8~;8l$9#ivg_@6_Mec=XWlIb^bGKn6=k z$0$^G2g8dh%}QtzvP_?@LYl95+8*#oVPrx0DB3!9LBW-W45-L@QTWSvmc;*<$S7_IA#P?I`7)69b>YjI1CnB}gFd(=RG2Drgrr z7+(F?tFjYrD(L5tgPkW&q!HQIWxpPpWI|vXzwp`W>gsy^XJ}YhRZ|l;B$6gQcW(jt zli@95;n&t5W}pyu$j%2KgoIrDZ3oYc3rKvo6ztL(eO<9-USnPK2u(W3O4);NVr1+O z9zOgE$gvaj7Sc)Pmj=R7tFrWj8G+-CYtGMOnp27O1*uAu29PRvr-==2;?946H(z(bjhZzeO6H1gsz~D!;KBo;078khW+t z!#4YK@bfc?Y|k5bUe#0*xD)^rU>a&i=DRSDUXJ_%6MHT)65J8oSJD#gds3dH2 zZi^=mCSk&3kJb=Lz7fN|M_&?Y>Fm#;7LW5-6@*}44?`$V~@%E5sqxbQ?qaw)5o9Sw1qZS$(N<(RR>Xd6`vu_BI@%5>bFp+|Z zYEY8sXQw{|4UL8Z%{239u8@$5UuL{5&<&1(038F%wB^p79=}xW?H_7r+A)ikPwhW* zMw(F4(#IYzLua+ADK@EnN#{$pDG#dFp6=SHOW9#vwb{xjOxvbD7}Qk>JG%#ROXKbkL@08~GL1tZH2)|j1*EeIf31mX<9 z#+!2s=!J>M3W^Gi&+Y<#Z<8d}7l%*1yA_IN-0It7n|&UGMM`bYJzqiWMeDng$ipCh zA}ee0?csroGxxvROP-|`WS>JsPP&ooTdAtUf6miW6LwWLe*Q>k{V)TvtWktY+?yOS zwY<;grr#a55P{lahXuE`&z)`0+IW+Kf=}0l@Y)_x2q4Y?4j*ZkS@F z=+4c|&CyM_OE!&=2m_Jt0_6tXhj6n0WI|Zuqp8%XHz;(nVDLyagq@eI!0F&hK_yO# z^WYar!K3Xd}fM1L?mxt0*Yrhh*lVLIlr$n;0$na^J-g5gmeuvr@x-#FbbuzJa$C4N=(MO4!q z;4q~}NNw|j;>PuGG8+(cl5R~MV|hU?%t^VU38oNGr3ye=TOrDb*Z1d#7_6a??>0!qX!miAYE=0M%{;`d@c?4lOCvrSsMu8yttf zJy}j9I+Q6UX68%EH;EwtAP7c+Wdlc7(`Ww$MAg#LQZ+KVVQrG64X zZ$-w&wfj5mPuIseWkVlZje;Hp5d&oMvBGP#LoIkvuMhEUAE>T%=uj;LHad!rKf{Hh;=g1gxBNqfMoEDYcUETU zzBioqHI`?)X^t3>9(@drrv~UGAIctz(i-T&Vb7lJ=<4n!q!|;JRL>4o-GHYjQP1{Z zOU8$NdtS$q*4Mr{C+f==!?+^SucMKXJm|Z`Xk~4kW_=4H2uQA!_@}TegJZ;mfSR`B zdU5d$d#=uV?1e2LatR)u!WIWBW}k8km|#`o=cIYuv(Xl7fcHk)NmnqLMy~Hf2OG0{ zk(W5oLH{`Se_VUK*qP?Xk009p?-O^d7TA9F0=^6~WA5axu|weIEBCMm^&GssXkH8A52gNm{kYww&HiG*g<#b`ch^~MxTO&p& z3L$y=_}#MZ?G)sEA$9{|ClH*HrQ2PYD}Gw`lt{+;#~|y_MT~*|vO@DrDnB426q6XF zY)gEF_npav_Du;0(aB0(KS+I)XO$iZOQ~_eHERs3qLqKW*#!fU+&kzJlAL|LC}UE? z$4lH++>|lXR}R>HS_LL(;&y=40iEZ&-}nEokDIGBaWiu;PfScC%_Jy;j*iL@t%Cum|KGj2-FW};(uIcSYTLGM*$j*;z*dkFVY}@YDBrxrvc-twgl0@ z&;FH`dz+m|73yYlQsyL4MnHrtyYl?pop#B*dlsZS1Xw#U(2y>Ce4C`?3Y0&?9krGt+ZJGv$v*5R9*fBt^J-U!NEj^ z2$-MVlfC^!EeldUXag=in^`d>C4Mxr=_+i`i;LkR%3Kr0EfydE#eN|EE3tE_8@hf0 zebGLrQl9%C2v@$*zUqPa?H%V%-MN44ri7TrW!>Wft9r_Ksw3MOL0&2SYxcAfapsTO zAG$4JgCF_mzT$l60I}36RsGisx{;BGaINM4nMY%DsJ=|DEyNzGI3*H7{0rI&Vb*9) zt;LD4;rHYz-k-O2K30GO(5@b~0geduu@Qg)((F}&DvC4r^nbo8iP~buhlAX7Kliwb z)lo{G?OF#Y$m<^0*Kw>sFQNy%{$GU1r`NHvoKY;?$3Vdo|{m*qUhU^Vv2}WQcFjhL2^XVYBDc?VqW3QvFx|+C&Bl@gQ7e6|P0rCJ}@lxv=sz zdQ2jOBGq;d4Ly?I4P6M__v`oXjS{v)ss(Yn9DHtQdHL>#M{}c5;)q5A;YJ;a5Bwut zy1TTr^e9|P53<`oeHsh--~zgh7m^U@Hp2Ol?1d^y{CChXq5+=nqS9y&T^8KQP3h?9 zpum`o2kQ!1C>=p-qv+g0AqpSl-YQISAj+$S1LuPgksY8^GEo)o39nR3g!hA78?g5Jd(HbLGw*^USiX-sM~E8kXVRk0zWwapLa8S8Se;kWe^G zF75r6Q&`)!gy zYjhxW;rJM=s6o|*wP7DJG_pym!U$d!(hir(!x!#{PM_WY z6CV3w)r#&>~J7rDSY6VV9H675uf0J_sZN_U)k8y^fh`Rn)ZJeea? zN02=5sH9rN6`dfx8x}?O)LUMd4ZxDC+qAuXt3xOn#1M?&HmU8KZ!rK7;I6A2KuVpRINx3BNZ=H{cl=UU(u_yVN>D!Re5vL^Cp z;igs(m=9xSMUxc-21n*N&f#T&?W;%*g5RXzVQPx>rcIv^G;z8nyimen=A}bUdgK)? zEDsEi)Q{+sw^eW!jC3(l8Jr?o$vtf_;3hU$dUJgXAOY!|IFWJ1GW-4LCh?{a6H zbm7RJa2V*xZCby6`JGK@P*Ard;j!psP0Qk0sXmLWa^8% zJ7CI6>|~+lz~65GFGSNo;;eZ4>*Y=V*C*xAw3To{I47P|OoN?=s$>PFMG-S>sk1lA zqxTgG*5xiBK@nOC=e22iL!rdgYuEB&6?l7RmjGC>O7Int*-mT6ZeutxlMyAj{(t=J z*CYT7IhzH2e0+XBON4`#$o+cYg}+Tw#A)btZb95sFFl#0@1S< zO|>pKWIqS(0|)BI74*PM(ylB@e-HTUJkYSNxTGY_Z{`nwp&r}%Lx~kQ^-xHHu`nbB zAU~}NnC@I2X9IRHl4O1SA)N0U9^Z;QKkt97`9b5z0Ue!c@Y-6BASJJjER4Oi->9iVlu#aeIT0qctsac zlEA|sAoKoY^c$hVqkp^r2j0P}O1Z_A&o zz1MW-VbUZ42N~ep&$p5jv!O0<1EkNkwYHKmJ}~S@?4Dh}&gu8J@hBOXYoU2N@eKee zI-Z{m|C{i=*V22GyuHX%z9(TFHPNUOv$LhLQDV^qK>IPPc*{~9_Ant=H+O&EXn z5B2@YL1HA|?ewFx5*htSktbllE6DZEzgu^xl{qj~wYIJS(nPH8A}|EVvJ}B+>6?Jt|?e5E2c!_8V zQgJN^7I^RXsj8Ck(QAE5#QO=CAJJ-n8>>K=!25{WKtenZBvza|<`-BJbTTHBCFoY# z*xKF=Tv}8NTvR6S1gqMEkB*$Rp6&kkr;iKm^k9KveYziGTKE&Ma1`x&$6m3TcRRxFj8d)sVuNf2y5g-QjVqvALTm3iBFqEYYHBYkmr!^2zAr&`SbV-o2W#% z8cJWhkURHN=hu%H0w0oh6B02NNQvaM;q1f<2=)-@_m-d-cz5}@8KtRCD%d6w>P;;@*--j)K zLqb9bR=}TGLR6kHr^}5%H_?r3sE#_;Od1qtDAyF-#D+~veZ#{m zDMU8JP?Nd&W`1Ge7+|o9@89P_nlF|=LJc4@P0yY^Yf;_E`VOI>m+%y?bD4iD6VmM0 zC$_ApEL#I1QDW@aQa+cDX=ZG?Pn7F>lo#^h*R3&AW@!l6`2IzqA^w6blq>+ zP}Pt1$8JtL?t#&J9qAKZU#}beRcJ^?4ksGV(=+GUeh?yldvLDrr?xbrwvkhZv}hvi z9=H5jTdLX=BgwwDKrBL6 z5JwAyvIeZtksGYY7Jhy>JIcCP3Q7<ctSGxgS}si`J=o( z1746t#3w>P1PYS!O(@pupc7CK2kCQT0btJ+UAmS*Pe%PV+E7$TEHjw#;S#%1@7P`@ zNO%r_2^Ulb)*s(J!Slmx%mBanv6KU}WHJR_c6MT7MgWyPy-_!$Lx7<&>~csuN1okx z#fvjcGrX#an z5@8%b9S*w}r^OIT7cBy2=uwR8r_Skq{1k>c1UbtJ%4MNl{Lr6Bk;ObQe93uG<4MXv zj?-VkG1GSS&6h8n@Hf;wZAT+aY*nE+%xDBhp)@~|-h%1Eg%%7(=`kbfIh zEI?@ME_)2CCmKSFb%|hCIMI?J>+&HH1cMYNo>ENEZ?Gs+hKhU3sZCh)TJMh!$1^|t zB#D}reHJY-MxwRVQ_l zX6{UBv^$JoP_!_Dw0~!;t65y3^jY1W~#IaAB!Vj`dlgDm{ zf(@YiN5kDIk4<}={^w|!4WCuCt{j_zp8dxZ8uSO$<`sPa@l6$;HBi~m46g|r56?v$ z7tt+SR%4|#fW+m1zYC`{-jCeSfeA&JrRJ$qJHr)U$3Z0aMj6tQaYiD^J}Ta3cozJ8 z(qGB-kmc62}q`T$?2S~JG*AizdGsqQ`KfCsr@`5EWn$Pa( zxvxPtxYxyMFDEXRbN^VFWqXp_DuIeqP-s&o)&5m~NB@^dVn@{2J4kab2 z&@QA`ctx^QpB9&#>x;HF952?Iz2!lK2&2bXj@mAK{0C?i$mlTFO3ijnP}^!4l(S>%ZZ1QijWj)K z=eqGpl~lh+_+2tQ$#woKt&5H;gZarG%ev0>Ue_gBH=V+$EF&fD?p@*};@-ek-&W>t zDyRK;-f-aRAi6+|PqG8+|-3TC>Zi zK(~H5149+mp|N6FD-)7(LxHl)Zl<0?*Ggnz<$$SODXh~6_hR6KV!f(*)5C-=Uoze8 zqxyL$V1Fx8mqJOPm&-o_N*Kf2WIj1uTa-#J`B7ymOxawe4nJ>T{ck)cQ=Do|(8o|L zFC}2-Od|Omt-Vw|Wdt-QLy$-G&ntZv#OIJ!MV)2!x%d_CSg)_QJLj6XI*+wo4vyE3 zLZzqz=>hXcCWa}`x#m%@Rf~Zn z!omGH91yN0M*Uv4!(^a2Z^(!L-VXU}2ZM{j@zvIFBjWOsQ22Mrq#91Xx`xJJiF6V| zH&|U%Z{9S|GC1deR4nM~xW)I#S>Vf-Q3q<%F?LO6PN(~RF-xl?iF$#ql`wmppRdOx zfI5dsh$;x*7=C}mniB|KS;4O1o~}O_8RF*03vD=>vj##nI}gv%{ubuX@5xl$>5n3~ zzNE6Ef&%=_$H!-Xv#}b!cQ#JWWr+RCmU~P2PoC_>s0VN#?t)km-cIJi9uhC2W4X9_bbamVU{dIll0oN@)d8?bm6XjU~H9hS+F_T;`M;DZ-)~|bqS75YeqVL{xnKiBuE)tcLgc}aiD>!r%=#wXn>uPgM$DpR*_cAw->(K z!9T1bK+)TqOX~G%y-yv4Gc}a@H;o{*zbAEi;d8R%nKRHWX(^bAd{F1J(I~6psD*zh z!7Q-8(*GWT9!R`wuvFY*d`v+Fyg)<8(194ISBf&Z=7AjpjbhMY5=!QAK{4W$yT9h2 zINesV6{Vk;MV-nQxS_mg*Ovz@@DoQEkhZ0*?ef*DS7YwR`fa=%6t_G1oINF2TEc{UIu+*V(C;xk$an1a{ewI%V)%={Avf zle*j>6_UXipnSsC5n7Ch1+Zag*S8@z?VcZ{19AKD(b3K5@)+QkBAVz&c&bmHI%VJL zVV9LOAyA%*-rLZMD6~4W;)op_VQo!Q8p|K0-biR<`hs{B)4efS5sGY9$KC}#Hw9eD z%p|63mS`xDYqI4Js~jxTaVaoJB$_f7G!=M)5(E+ljte5Y#_#gohG(HrP`otZCWkTf zUcn-?i;v}jfms&i<}NGUt-i}d6|sok7? zoj*EH)~t=myg|!M8cz9y}($0qZWBa z1DGzT)gi21_#JXg8K7ErQ?lf&u>1YYqwt_n3^l4y6BUrKFM{0YLj55$>|5W_j$k84 zhdpn}>pkVd&U=x&D>^Jba2!oOB`UE4yuG&a%-?DyUIWrf$R14!3vVYV>Ee-1WTbi-su6}mJ0bqvt2LA&3@ki)*F z_h8`IVTS-Kr|dJqNXaA9ewgxAsCf*Fni}y2IXUGntd_Zlp34f>J2I1iCMs-n)OmVt zt{VwgcH6e5l7%$Cv-`|;#wkPmv*rIM{sjTx4Ha{Uin_4F3+45F9Y@Uh-}mp`zyGqK zfrEl5XMiX!nwu?7u3JENkcVCl)UluQ3~Z%D7zVWveDmhfPdu5SRVv&4*Trgm%rVb6*B4P{7()Ew7PZ z9ATP~f7xPi{t`k7?+MFX(|ssOsq*t@15f%mU1&0fB}T2EKCvT=OE!l8 zIr4Fst^5<<(3gMeUEEpRGvRH1`(PD{`%4sR-0ZgEGPz%adT$9CVis+n-g6Og)ff;- zS^Gn6@2iB!SGeE=m!E|Y$?o5kCBN$VPlS1{Gv+-&Zd?hUU@7m!*HAAl88nm*@lHCU z_pK_N3dLeZO~KVuFD*GB6=En6@*vjLandHLa1$4~UxYpO3iZ;Bi1YtltidGat3 zzk6`h)vGv^IU&{yz~5AXtV)Kch-ZNOUqJuR-`X4h|88aI3E7)f@6?pkT#l6C*SsFk zZ?&mN^#1o1z3ZLE489ngJju+1!Gj1lTePgu@zq)4!g4a0?JF zMEH_>*!Z&@VAI0EeU!Am`aN#DT8JSR;q2q1<7IL)lc$r5GX#*&JoZF_mX?+rs&sFV z_#~h}Dabl^sN!LqEgliDXbq`d@!U@q%wCae?%v+o$_$={-ed{WHNe+Zzz4C{uU~*m zD-GbAT+SzP_|9c8xAujl8E_BKYHDhtiZL|^EyTc!1z<;^pyT=IvNiO6<5TmKC&kIn zW9ks390t2yV(<(VoWu~Ah)eibQSeJJ%hkYlMckTJ$RzM96Bh0hj(X~y1F4{KtS}To z2$}yR8eAfhtvb~5_3LP}G8AHwpQ>;5G9n7dgg$ZhEnl^!qAxix8cnR4%F^|6h&pb= zEnKLI#K1|h1hs&95U#YeG?+!kS&PQt-o=VkeEz%|RAvZn3hO%40OHpQjX!BNx0;(9 z;P9vIJTJ+O%giFToIP-4!z8#i^q&MsTH*FVP^XxhxDXMs|IQF_i6|nGXag`L5TrsB zV%R2{3s|BW|JOYef%(n2iO~B56}F`7!BkP=HgF!`&>9yl5Ys!o;L1B+eCH-NX{r@LBDb?BVwC7EQG) z^>hIRJwH2?OD32|(+6{5p8#Cfzz{g_uRy~%FD?3mnN3j@#=Uw{X4Kd=u$%brPCjtf zHK=m=&YgP-lRpDeBR#A}7eMAX(B2dJJl&?Jc?j+iL1L%{p<{LS>?&}zesjZ5F`cPz zHwDZ@7y|%2j88`+g_3c7dk6pj_{3Rh4Nn zjo)(kv-tUD%cZ*k{%K=EwJ5S=9t%RZeL)$n$ssg6fV{oQ`S(cD-RLta@!tp(Ofjeu zXq-!AF5zk^su55p{S$h9qLGnVLpXG+G5hsJW;=ue7B~dqsU(LDIQ#;HKo~%+;gXlC z2iL$4o6~vB4QWKLAzU_@4vANENoyc;mgG`GPzUERU`OuSfb*L{Wu|8}F7n%x-UjvL3r|w2T|>sGZz4S zX>eI;e~SEvSFbef_znUUbi&r22@h9rQF*ADxd6R?%;`V3cnTc-vtB3;HZSK7WVYuI zyYw)rYhq%+Kqo49IrM+s zw>fpH3JC*3)Jx<8F58{(yOk>j%qtQ(5KmDv3pPJ;$f2Fwe1Q8Q?&_y&YkzJAZ3hr? z0?}*V{Mit)!6(>hYr3%lm1x4SYdj|f#t7&SYFW^oQJ9gZcOi!#c^6winoclRsFP$I zSnURnzFNE3teEkREKVM;{Xl#Dw zT-@g*STb_mI*5Pce`EaStYhGr=;DIU<6ter8ILo8wr@zw@V{XH>x;?7+|b!BU~`$b ziF)G7ObRh55&IynK0MYjNv{{aVlIQ*IVs-(<^G6 zq>Mf7g!QOkuoy_!B)c8FIxu~q?hqL_1%fj9JNG*`j6%$`Ad(GHugHxBpbiXkY~R%5 zr5X=?7-Ezsm-N8M)AQp=K>VYvlnyJCZFF+66fn)s@O))qA`)fJ`^Ta@tb|C^WO~T( zXB*gS3b9QBXl=~cZr7l0^9_14Ed>L|sqr4*bq%4wqe;-N*B0kM8N$?~T6z*RwiCeF zinzDnjCSMfF;^7je;}R1Hn9_UBc#q&G=Ge=iu;2eiIDj@GM>c)eKW9 z3o0`Prf4YKGRHSe=TH|EOX*%2}|AlcEu_Z#te z_B06rmXxQ9Gs9M#e469?bqf#hp}n&&aKQtu3$25tq})c%83X0w6ENq@ zg5x9*!C)0zt|7`43B`;cjZ!jesfU887TY-gr%MA|oOrt~*qD2X&Yp#ZI9Mdi@*sCm zijJ>D$;7Uq1Z%X2c#WlG(BMEX1L`0p^GTex`XdK$;O)^#+TAB?gAGTVH#BFitXesW zo{`G^&92ZMg3pPhV4YFoEpYh3k%G4tp;f31z-LSNnm`qS&aw4%&1Z1lCU72*9b7|y z#j;3_0^mig>mX3Rk(8Ph>-O63t8?Gi>C_S5F+MG~#l1+-mzL4F&r8?3wOKSI+D=NmWA|7C|5$kxHnQR9ZFq+0rfdX?3bgSOx98uzaiyjT>asVrP zj_l$-q`5@80QwZ@bGrfNfF0ruPzXuJJeAzzBFQ)@Q2evtikSd@Py-K@OIx~ z`Lj>I=RmJ;9z}Yu;M>k$xbWcNB(QowCDdTDCKw9Ag0V=?P<(lLc@aDS2Zb4qhX|{p zU6-DUFWOtubl-FI@6L}gDx)p%OT;whysXw7{=JD60Nn>TMJ9)Jl6LWF0I&(7Q$ zc@SN{S=hRyC5?{NYznoH;fA5<0d8^*;YJaSQn&a0!?ma$hyw#q1ky5d{q>_uLJYpB zY_|LknP$EVmYs-5)`P{#0%B|cM=4sWf@FxI`4hmk8ks(}{X7I9A6&jMz(@7+Z4xRz z)*wj%sjGrGn0=~XU9X=#pBSf*j$&V5%7Y6aAl|oV00&cJ7Vdsx4M8LYSaDPkmfu?x zjw3gM@xgNxCxqz*vOH651|f`q=Y_K-2+<~<8p?=$c6N3bM>=bvWkSZnKs0Aabw|;2 z?f_o>S0xHsi$#tcg{Cb7I1?Vl#l`&9h0*`ArZ--EEo?5iPSQgJPEogykdS!+UT0|# zgVF^et(@Jx1D^16vT84h?3o&O{|?gCBH|PP__`B}WhGVB-B*~nYO>9>!4O$rZ7`2B zbShNMx%I(SA0>Y}M);1)PC-as-iW=vwzhUlH`9V{WK|@)#XSyz$mo-<-Me;4!mnxB zR-3s%^7j}=doleg8ViBe59!jFDNCxSmG|6jT1Aj7kR>IqCis+u@dU;T8V}3JeTQU& zaCmTYn;7k4lxk|72+07;B zK!fnu@7#Yw8TQrnB>X`c>|7iL&dhg+&jXA~$bf(x;RuxG5Dp`nXRx@zO4s-qFC60n z3Zbb?CkCr90olpA8W{K-85mdKHv9hgA9hZ)Eg(vTWNdY`v(ssr(GP=em1EH08+zrZ zP{T(71i}mZ;U|bBdzU>dLtWHJ-{yA!k-RAC%+Altdt6?=r|HDaQz+kVZFeomsH(Yj zH0eMogjYLCDSbV?(f|pw?6AA0X#(Z%w;Zjog8}tmeN~v(Ma?>;fA&} z(Q~5>;Nv0CB1pEG-p-#?c2omkTjaXT!MMg99!FOvAuw-?bPVK7ulL}eHs@~;0%;?rbt(z ziuFR0Lm12t&D6=sMpEAssj6}xSPM$qXO)#qf9%(gnlm+26n^ZTc1QPG?19_2jo{7B zWnlQ?_F_*N>P-|&z&SYL<=xUa*n=wI+`F|>I%v4~|IH?CZ&O0>V}L6EhprQIODN<9 zV5#aRx`Sc1r}^v={3U0*i?Z|i@sbw=EGdxRS$Y_dH{o*N-uQ?c=*6p7I)!)OEr;NA zc@Po;-=#F5PGAUFI2+n~Jg`}#^$dQZHiyvf%0iL2*fFH7$Wv#d`$4i_f*w;m@-EU5 zo6q>72i1WpiovS-?ORRuVBd$vB1`9PbDhMscd9;_9i%=lppHcUgZ_x~Z?w|Bn9_iW z_+r2})Z>3##kekIqYVgw)KQ>ZgeDE@BDv0yD|8Y&g1vjanl~fXGoa@O?B)q>A@EV2 zAm`EvJ^z0w_G7aL3v-sq+RevzC3z9!Uo3j|Dzx zS&PT)%#6mFIe+K8^=>LzU4Mkl^GYYG?hfc9FCpwX48FSv{$wX^Xp5QFB4_PntE)cA zx9Db&9D5P(DN4qwMR-&e{7et<)`=pBRPESxgeI_KhezcDfISt+I7pBtEHe<YQUaZ@*g_*IHBu9&LYs9C;UhBVo_DIb#@v1|k`_W}1vhR_7DPBm$u!3KBITX$K7t z5C3e-`V7dOu#52P=TWz?70746LJ_N8lIx+fwGY|TKPbb6D8fhmFO=c7>5g|e8G;z| zK`e9nA+@rH{9d6k(>ODaQFj>3mUoz$v3+_>J11ut=K+DE94P|}1)N5JFrAuw!{T~MbW>ItsW|F61<7u&JLCxZ;6XlcIpC}IC(xd1rtI~ z5H|_vhNtS>_$z~epy-f8@8C<`2#676D2$e+30`G3MY!l_)(#;LX0Wh)dYQ-#keNx0 z0;js{?Hz|DyQSd19j49N$EPh)qca1(TeIvGre#b`-<8E@+Ifb8vWqP^V`wGxEcHgi$&ln~F37mxvo` zsQE!n2YUx%&=Atqm1JoQH!wI2`1WD82w?#dzc9kf124|k8IleS^XIQ$i?#PO0+Aye z?Hae~?}y4C^k3Vtl!xbWMa5q0)od?{-$&c!qj@Sizz z=9}vg0LUVBpFdn1$EPpdmVAB9rdj=gmn(C{v{IzoBf3a6f@3S1@yjhtF0TnDa6<)1 zVKsgh=2|xGXZP*;Ui{1D<;$evU%Qn|V95}NB7?|#;LDOaF)KFtmza-d$>xF!L#n1j zKiLNjnoy=;{0h-b6HiYbd!R_ z(Y+)Vheh-}QF3$V%ul?j-A1aSag~SEf>^gh) za^fjuY+t*GshQ>7PkF0+tv1_gpE zPY<+e%%PBN>Ky(7`4mw2UDzC)b)<_zM7DrvEds?$i9Ck}MF{)Sp$KVbCjB}LfcWx- zihdM`Mg5496=_6vMLRRO$-ySECOvM;2iVHVdVBeZwD|h3IjYt_L^)kAC~)6=XR+jT zbUIo{P?Ri1-x!77JYpV}E~Y_I^m2 zJ5Ob_fL%yH!H^$tLOO)m4YBqEjlPyzn}%SR3N_+fbQ*XS5Qm>z8tYW6uT)UQj^lFz z!Yd3eH4)X?31YSg$C3^6On(a3c`+{2@l#q){B}V!=Kz7jJ1J=``1t-P)kq2mS|(9- z5zD3Q{YY$xQ7ZSDm+F55v>x@r}K!}4l*%Nyq4k8%R_6mxK@P()b>iapcRKf<2tr)ufZ@vDM zi4DhqIuQ>b*ppPsl8*suyOsw4fu*GUMVN^NY>XX1(oraqFTsO|5NY(sMHN_!@^Tx> zzceptu&sMut>uQ&bqbFL_N3QPy(pE@H6x0hQm}3zr3#)G$u^1f5lA!7(xpV9?BnNm z2?cwtENU|%Oh$=C;0CPGFJppB~?{vz0CEy zOzz$;307K7+-k82bi29iwyk~_)JX~n==00nGUVCW%>(IUIoOFr06pHEaXs-ffWwI? z1=z2J8UsM#z@u-AzW zDkcK$b%8&6Vd1a~*D(y^C}e1`fYZAe=7@VvL*sg9R#MVQ&6`3#gdAad@?_GOql2AY zeX9JEl8~-#3*o^9l)cFlR-FYR-;>*H|Q^Y&iqbtM~C`+?~~pJ_I@# zu>(>na%c7_xZge6#JNpYmfOO+2YL7|I|BjY0V1*x>=+wN=#iBFx~?*u2Ys$SA8|4k zOT?c*FTWhRbHHin1QN+YbyqOLP;$<(ISWV;&AwpQC;4bxpv;G%hvHgHhr`E>Po${H z$ZV!T1_Dn`6)n+0Jqu@H!YqVBpZx)W68;+Y{hB^-PP8k%@q00?y7&1k-L{w)BNIrE zgV59oAsz|sX!#Ojevos(zg%hMfxoA;@FpD@KQl&dvBemSLgUP)C>|1!!1_{iye$3B6QBp-3J}xM^KP}_dI*|E>E~% z$tF;FImk2^uyH?vQx(M1x0*Zies_t`;3mPn3 z1q8HcuKn9LiLu#^us*P%(O#5fq<^m=EN}~NC6N$|B5@3t;xK>_T5f9ML=42NZ7R>5 z0-0#+8J$7t-`*QJM?(ngA@}ny9 zY?#lySF4F*FXPjhWSXa%Vnj!-EPId-#!Y}cSMp;_tmMl*e&XPO4Je>)UfKhyjx23o zzjbWq?{tZ1w67%Ndf0w7eY*vnr5kOF(?(YgZ)G3YZ<9w47B zBkCg*5QG6hM(=^!lA_UySz~{PR{1C?q2Nc(51c$2QhbXZ*f*IVj-kN?zxwO6Z^m<= zO}O$=I)!frZH(CCe0hg@og&=n8GEy%6dLfL7O4?(WC#b)^tEJ3g@OseDCXka);ss;yOa|ECt4pB;J{!m zL05|xD+_r17t#OfM30VK%Wz3?gQ)_XTQq1NeHl)}&uIOV!%JQZZJ=+?Wviur=D*(4 zi^PEp$^wU-;eE`yzJI&qT2Q4O3*LD2IHhK#&Hg$y!rUln86wZ`PB$j@5NXfl>)r(7 zS0O|pdsMu+hyai;-ppFq?vhSp1!5EF+`*g0$$JW{%No=axv+eAY?IIe(==w7_w6wsC&P1_czEKM@$(`V$-}T_^xdiK(hOAOauL64slojh!WCWbzF)x=8!|e zB{EiPA1!9>#+BV&QJJHg#nCB z3%(g$Oyc;6ls^!R^mVUqygW`)xj+5EW2i#O7KuOfr$56Uq&J`27k;$}G4sJj>m-I| zX#P^4hhKaLu>iOF9<=QVwU+eG$ipY&(m?dZwl@{%o!(4{ykJLtLdDfvpR#zkt=JEp zNj!Mg(XU^hBCkV#ZPoEGv|7j+VD<@ zDzv5*WPm$_2FjyEdD~R{VS(y2bGFaq_{=g;S%<{-0Nd^6AqP*Fn^L!rwk zEy7IYO$*R8JU%M&0psftufBh*2=G4#5gU=snHQiRhB7+Q2y^ckh_KID@=eezuh}hr zWH_adPnp`MV!!zK_}OBPVEw2U@(a`&&^sudE6t*vH*HMl!>OCSjGrDW-_|)T5`-)E z3t7T9RU_~~;}Z3%7*!*aeZNnV`!P0n$LPgJ=zU0$(4*(@gTeGh`zczGLY5W6Nz^+G ztLgD&$n<0?eFPr9vYvP3H5%iGug|`0;q8+w{7*Cy_%7WRXGv!2d>`r(z z+b;nbI;B6GT@ziVKaWc&sN%dmniyn(VK9J1mRMbq$^?PKBCPtwi^qr)8(?Ta#(ja` z_>2&qApx}h0=y&OPxj6pqQeocwx-Um3lWhJ-*(~&f-MAz$ZV7np*4I3 z*VQNN0hD#P>WQ5uFj_KBg9zbY^k@r!7dEFOrAx7(f-bjeE1%{R5HZhYDz_oxcw8!3 zm~}ziv=EfF4p*RFMR~Ln+>ILeN8E~F+SsA0TqeOM(7Kq+=j%FY%s=H4L5pNuLL_!5 z3n~e_wS!(kpb+9JL8qN`v47mv5yl#1MTYl1{wAZPwsmao%ghHz^OIj#D_rqWi4b^? z{#gpgZb|m5!9=j7Be}7xdbx((3pQYnMljIVtoLkiZHkCd7p}Y{%U-84s|Va_YSbdjs0WQxQa> zD$;=K?7+;-nXnZ}s#!z*qUi%SkI{A!ZT_Z;7*Zwb9J=c!8C}`LH%QCJnu+)5eit8_)y%J0q70sMj_7vZM{X)hkV<$+c6RvohI|< z9DcCq$pGpLlYL2;9HXl?gI`Z%Rs;?ukqip$=!`+5sIYmc~h$w)3X)Da@257@ew)zY!Pp6q$|4Js;fBw4D9b~C(KA33_?59 z=MuY&+{hH&92EqvlBut%1Z)Jm5d9ggh$WyN0ULlJktym5-#&EHh!z`eqFErN96!l? zendl{_S!9M&%AfxotEQYuLHNo0Z&dgFKWW`p9L)z5G=Xs6DZwpt{8_;5a^U({>&v3 zL-j&&8~FM@0SA)s8WZ}kVJHfBe~5NGurz;CX`{zMc$BcQ@=Y@os3cdPp|?JF@+qtN zJt}KxH<{udrBCwDCMKMuEgOmX1H+N$*i@L}3_!dnv6b5oq@~#&wf41icK}p)w_&JN zCjnskas#{OP8t>TMYNUEyd~STX=!V$K;oCSDrD*%A3w%8M8W@xc#}FD0SHUR5vmu8 z*}#g2v`r{dc&dCOiYb1_>*DsG>p&hdiZ1y)M>jbw2IxM6#U-D51c%T?sk$$p&cB;~ znAs(JDZP%KWD6K)gWDGfa?Q@|uH(z0&x>|AvVZ@zL?iBe00DCu8HrvP9Wavf*G?g8 zr(S&P&AW1i!J}p83m+v%az-J6Y5Fd`USV8oh@J{y8C`ExoZkSU8nT}CV=kmULlj`< zxlAyVeT>S7IcGoOralZ^dZtLH5cv#omiaw7AaO=@D!Rz(#Pufj;{ubCxGC~62=sa- zB{*v#_eN4lv2*!XoR=bQV*o%2DUx_Ko{EH}2g#~DTaqSFh=K#8AJgcJA|dJ<8D&Cd z5(31kKy#Jo+d@u2a{ukjT6y{9l$~4Qy4YHkS7aD;cF?TMRfr@4BKvtq#C||b3Bu6? z_~6WT1$U8rphRM&dOzf5V%7mP3A@+a;OaL%BDiZF{EyHvB_STS22HMQlmS4G@&JIH z5-D-_NX^OxK1y4JRJqe{=b?uO zG}t?_mC1_G>w*3dHaPMWz#gCTPa`*_C^YiO*t}wpgFKs*{}SX$oO9v`=Z-5NrVTi( zdjR$k{dspcBM9$^dK5)YHOw@Lhd(|cp^G8>CEBD38WDwMf#b+RU_n48a2(gQcO5e| z1x~jRRxg0G_w^kiHNq~GPOurdimv(-)PA1|J~wgp*uUPuKD~&Zo{NanGr~0a+j#gy zT1gySfT~#|szIQ?H|vvd^@lYWYtO<`hOcVEIbkS`dk4(bUB-u5QK|tYbdzM8li#G7 zYtg{;_U&8JR|IM~pWiX*0_sOH%m|&{Y^E|ropXQlKp*L(hM-PIU?D6}1wBCs`T~L_ zwFAQo-oj@ItcN(*0`IaDyam48C&Wn7?IyZ?hj8qhPZ%kp9pM176``FWU)&8?k+`M- z$?gO;N+$N9!VbB{Z|Pb3n8WoJNzslU@99WNKAAVRWib)eT;&_r_DPOsU(dM&rQtRH zZJEu&FZK@;fiFZYQq#x?Zb9i!x;BV|czs?t>|k)h$9aTcZ^T!6+UF}75xRC!1$PBZ z7Elz??sDyWFaZXTCafFVNksp$iZmUBzu$2fL2tE&_7t{e6D31tn7Ue~ZO;;s3 zG`P5eZrl(&{#sFI7lCUZch+IZE?TlaDpdOTW|)tVLWo?%*s>F7Vb%bPhno^%Yl8Pc zr1pfWhts>tVofZE5-A>J8z1cmpIP*nzJ#4fbG)x{zXQTZI)V4}bC}Tf$&W04C@2!5 z;)n9}$-k7ZI&!!Vy2RxwA73o9^S90<09FDc?J%r+pfQz!E<6zi5-1&v;<;B9pK9D$ zq51 zCy(~z9MW%E_nel{#-B$GqH_=PS7$}<*`#fkelp>25fW5#RCrCSso;+tQ}VF49ST0&;cHq$ znf~U6L`?Y_?w+E})j=jB?tQ&F9|#s8yoer>KNTnAGE7z51~3GdC?oPy;=loc0IhjV z$SMF^7M4tOG9wIXee%4jREiB&lrg8Yf^6p|h ze8AB-kmFr>k=Xt0An6?(5d47}1+8E^25dNm#iszaLZ{~v%mNYbYT(frJ&_O++E*G5 zF?q5y(kq(P`+-M+u0cGUQPew&FU9~0C@6?JmVgSftAFfx z^#LF>st$BTAS!qU0|=zDX#DL)#SZxa_4yjPtM@`q_!P`u;)jJ`e!2INVrP!*YT!r& zAx+NyNXP4jOn_Z6A+0HgeH*X3}#cx>zePa zca?)}!M-huWoOszVV>Q_mU2)uSR_3}E zuAjTS?J}jz-(=?I{<+X#7srb=w+G)05Bzi*J+<-S#$SiME;?_0xG^ZmWu$m~zUkx7 z^Ef0eH&*9hyMV0Sgw%zLw?FEn$LvuS&pghZ zEELtj*Wwn>#mk$DRJr{5^TP8Dl-#TJJJ&0p6mQOvNUQm|k$jhjZ{E;e1M0%mh#1i(i!xs#woEPhN8XlLq zX`rWNcintn~F%uFMHJp*lprQJT zyXw?~sIZ=RQEK<(7miEhTZSYwh zAwB=*Yt}GTRoVklI5*(vn`U$FJf>bWWE!_eo@IU<@M>9E%L!h*Tn0Xc@%f<~q&Wup zw=IoCfYSh4J!EH>UD(F$!N*>fFy9p4H}mn4Fd}pIwUr7PC!?GbYn$YL4L$@R{?2fI z&kDz4F-m5Yk1FjQ{w_bW?>HtE#p6iClU2lBR`Bi3HX&um|6D!=$Yf)9IOap{lxelQ zvBLQ?JME|W|NiuIQy#C686hXk%tW?tKZ0sDtlac%SK10pw%9(|8<*DRU)8=e-#j=B(F5crC)LO=tU2GtJrcL-SR$-%)KIT&pV+h9$o z%eJ*I+`$?yAW6%x5Rvw%hanh zyJggFtZ3LtzP&@sYMW`{aKV6%mR794KMP7v6>h&hfUvY7k;re-U(XGeX#PO@EW;~@ zFX@RCSBcx#7mnVXKlCC!KEBK- zZFa|+xz_9GN5cApqwg%IC4Y{!hiJ+d_7)5q7$e?Xf`Yp@-&V&((6D=vd^~!Og~u*X zsTcXh_t4&{g@qlbBg#Qbpb5b$i?$1`+q(5|X31nK*+tui^WwS%=XP*BoSU`UHT%;t za(t=4)E_}DShyr``b40$S+sp38i^kvROnH298E-%F9 zFq}JqAfn8)Xkoo-?&h}&%P`8$ov!oty?Q81$x`rbQshxv6Xsfk6)iwV4_?3$V``E$+===9V z5|8A9KM$R96!4w3`0r^xClkvvYGby*RJr-KZt_SVEkH;v!atgtF_|hC#DuHgm{b&g zyo>hI%eG9;DZ2UI^IeR4A)|$%f=1JxM*0!?zGe2@qU$(0d1V?NdzkW0FPD*i*kG3& zOh04W#qTl}`O^;8sYb8$uUl;n3gwIrTGN)q{-WT{$9}ig`4}s|u1!=OmYV(*6;K(u zAw!)0@X#w72E%_4LpYZ9#tI1Nof$ZL;!AwIl`RUTM z9c;XtbB_HBHQaRHXN$R5?O1Go)`b3nZ*0+@+wX&=c*0)6eU%oPsz0i2(3tm%qim1E z?s*THtJE`>oLWVD05^P0qeF4ckPmn>b7Ri7htU8{^v`p@FhuAoUz-tAJW#bV}`99fp(pbP+u6Bx(dm5^0d7; zwR~Ub4pxLLp}xt)%|dOpilRSy`mVmKz*i@dU)`B4)@Gx3d*K~TtDRZ9&g|@OU8Qx* z$|^3=Wb=VVi>M;6_7z6IL9imXb~ZS}LoNB*1oAk3JRYTFT2hpY3UZCibNOjkUZRla zTDHuPZ?{(%IfRDo^@#(w3wk_!ummH)#>bnOUlwK`A7JNtA0YLuab#Qid*hjVn)1!U z)=oqb!~Ut&;G`zi9M4t)|NbrVK?L&HQlpN ztmTeoS5rIRhl3mUw)NJYKX+&LshAGO;eH;*%XeJP>}}seIWKoW9Rc-|S^0%ZYBz`dT0A@v^DSzL`*t z?hUp>?y)FvZd=(sZ1t?Bxt3+$P3U{gBX{z+>fZbjHe>am)|$2Lho)aiQ4<2!wunM1 zB(7|M+u+K#Z(qMkyH46I$LK)Jz0ts`ZvuG{ldl@PBsINXtth+UjEFT+BgbAP_D9x;iK&xGCae3dZ5vJ=-2^^yBfPb%)NV_gW2`|ine(E*Qm~(! zesD)Z4Kxgss%Cj)c6{wq7oIa!->aK#P#>jVur}UC%(T_))ME$|yQiZg_Wz+;y-EXliz|=9_ z<$1yh;(H71O{E6|OirOe*bjTJHZY-?jBnh$sngv9K!DssM8bN+?dJ(~kV1e$+nF1V z?x$b9uVN1UnxEe8*xc3S;^=el%3I3A`PPs5W1#6a7dmFDR$-(`Osz9&k|w}u4Vdqe zZkVrydPF?^Jow}hTWu3zH&o1>xxdpGSz0eQGZ zMRN9o?=*ps*nJY#JcOw0rTP0o9$vk4kW&S8`n$}J7)8u4+#3!!W6)Q+04st&rNw{A zVtUj#HR4D~ZYz}+P*+!PfCI&G9xo#7Y{erzWMqad-Ty8t4rKhpW|J^J8+#!bs1%G( zry=@j&(NRi|Iru!$?TNOi<+z!awS!`HjlbJY25Le$2o2dYu~*CCDk>hwGVF^Xx!5< zxQ<6&f9rPsab8ON#0C-Bq0jT+Z+#C!iB!}Gypl(ET*>T%QTGbB36q{`P?E83S_qb0 zxc1W;QUQYd+t%{aPg1!yLz}@Rg7)Ey821%Oa&2VHdKOtazixD37gvYZciMaM zIDhV^wAwTJjrP0d3R4d)pYw41=(8m8Xd=Hu%ZbU}pQf$0$DZ*9excz3RL7A!>%5xC zQ?GsMem8Rrbu8^+di=s8vM^&cO&JrfD>i7#{GumB%g2(%6gL!wqR@CQj^c=F3l#P` z^f%ksF(lyo(f$wAKxzE)F?HhlyA1WLu{=lc-qtJ6ymOACeUb~5CQByXS7>};!R3@= zmvuR4D{^b;zVgv64;ivnUuk5n@w*h!|FCsy!AOM{Ei*Z)wQT9LI9zfIW4_Op&M?R` zXrxsrRMeBMx>25obFFbv-BCYjH({t5@cbYm*L$3IEN=N7u*l z*uOcwb1<)JEZ>vE^^5lYfaiU*T$+m7#~HUje3MT?ZK0ZigY75YKwVl&O`YAz8TaOv zybrn8P{y72F|Ge6!FE~_%ae2M@2+q27T%lwcYQpNd}~@FSOsU#sKq>5zLunil>2VZ zxP!=lX{na_H9s8<8fJpD?po|e2eQkLqz?>a=5E$a@^PW9LC4xH!CnURT|Rrg*3ljB z?U6Petcy{hzrBYYU(NFZ!aXNK>eo-7(S9^2v^U_n<5t>ING`gT{E^#?xl=u?<%Dd^ zp-(n{(@p9XQtjjo8|Qr~kLAc8I8MR|Eu;45-C)Z$Ua&^*06pJ)oXK9Ey!r2gy|qNs z-{LR0;E~T>es1aCWBv-8L-p@==-~4))d|Pe7odFx4_~(OWDY##O*OGep9C5PB97AD z-;RVW{S~_5D3+I*3{K2!qCeac?~Ubo0G1m z$FgxAy@H@RL}GdV+~PomRw`~-&0ayQae18^%g19FIYkU=WXXM4=3S01=p{OjXF}4lcMGJrs0!3AM!r@XW<`br*Iq@ ze=n!z0r%eJA4BP|5|wwMx%w6@to_dVc1N5$q~7T?7p=UYloYd!5hzF|+3DWXTW+7! zx`O2C_-|h9y8}q#WoFuq5*<%+Tl5{+x@kqy9NL5J&{E7=DQU^3n&23|qBX%J;JFAb zTu_yQzOHxvIpE3aidl;U|CAGy$ZpPG!hfH9hl-EsO2xlH&yZDf@EC1x57#izKkGjB z^6h102`+t*saf81<+jOFAAlY2~SsO zuHO2B^xaD8-u;FOv^V{j%W(S{6s(;Bg)vL{9*o)RANl8y@322-cb3$x&y5mgR<0|~ zYCN;N)z(3eekOEQp7d3(^v5stihuoFyi(HtpC?`q$Y~csow9E+_Bc2#Rj&(Zg)6mb z59e+F_m`Zc0^zxWgTBYdbn)MQvh`;UBch+BbP+a%o$$j@Yg_v~W))?wIAYVIxDLPA1ER+c@~dN?*H6JA;H4~9u;Eb%dwFnjpE zNY+PY;WuxKgCk56g-`FEk%civx?(Gg?H zqjKU5=g7OP-3R2pTt$YssLnGiI zSTA3{eG@fG%=ml%QHMHnHK$;G)SsT)Rtq!@CDM|BWm~n7t<(c_3b}qg8Yk93etL6%xNKI zk{GBO#_rQO1YqQ|%G*gGJct!5#g?pGnTd2;6mCi|9jk}3Cs zU%UTB2PoZ-xtcBTL9<8Z(=vu$gC!^f!SP7O!@_ehbR{7%G4=36Gt83+wRHh+8Z0GI zq;93tLuWJ}TpB1D!`lm{G@c5Fzrc8^ESA-(39vrxk z+qcu6uQ;!UZlHU36PUPq!H~%gFg11Ea>G)J6vObs?n+%yT)guL_ zY{nKS^<7pu=bHH!Wrd=0l037O7-F6OF=%Zb4)=fI&6^*+%0?6Sr6kMyAqP_Jf(X{Y zEKw8<;-DqkqrSerHlLEK0M#A3QU~Fx=!IqV2^QbP>%6PEEKjTL&W*BOgB$<%pw9l1 z(9`mrwNk2&%udx_e{K)%1WZzvT;3UJ zVXi|_FUtatHVuwjnp=(oxqq~BzwCw+m6WSk$)-{IA+V+#Z#(jq?#e@$gizyXvQ?z*X+7RWKeLy97jTaUPcYK#-eQ5qPdVhpu@{J_#*_2ygRg&w?PvUiHiwtYNr5!+5uO@wfo}Ew3 zj(s=J==ZyXJ5M=;Mqb;0n519WC7zw58$#s0C%!}lv_5bn2~T@axOQ~8!9oHWUdUbQ z(H<*%LFvTKS4N4msK*Ik{RR=Hql1!@Z}zS*>UuAklU91VmK8x~FPTV(ZX;jk;xJT}XWF4!W z){)}#D6<_wx731Kua^rjFx(7iN6Rk%#5DPi5>dcv?&k@tc57DHf!jWx67@5!Xp_b6n=0lhh51u~D)@ed;J z^uHaOLyel<^j&iMp_sA4oylrJHj*KBEd0NtJ{~jC2aD>%FI*ypLQbmrE%n8W_O*z^ za`K$iD3AEvA6h?W`b=mUGun^kk}dX&j^(N9>D{uC;C|7ZoX~F|=6jkgIilxW3Yw%q zlNsjD73SyP!R>dx@pSHo$N?cQe0C$GJrDHLD__3+GNwU27E4|t!O6iPP}rK$ZIbY@ zUp!;(7qGX4l;LM|$Vg)6pgcUdRx5*KJT|J-A@V44YgX&4t3wAj9!%54eHpca5y`_z zU(FcMc!53`70StR*X3LK&Mhac;Dfs9-EZ-L8C@qndXrn%<$J%-?bmDk%44A&GqT?LL#8@)*x|;z zcIt7{VU}l-a`N+?yupyx#yAKaxRsHcV$+#s9cUC()YWy}+)5Z1E(2BeAT8$${ZQ&& z3b{iZlF$J!J}V7e7GtnO7L}Jbf*bH;_wBRCAHJ6xOPL}@!}epnnz)=(K}si(9cYN( z3B>@_6U^-jqTs!3L%IxCE?)*aPm?QS9A7QGchFKSu+3f9u`sLJxe>`(18zo}IuKPe zdGrR)M(MT=Rs3e8+#XZE59sSh1cinkw3l7vXJAz6@nKjOx0W`zbf|C7}$(U zgZ**4E&ciP=ZS7y@K5jSr|$)0AplRiV41kMHM$>s!TxwAA-A9JEErEcO+M~jn7^`> zuh9vieZ=1vM>ykDmW7QOx%JtpsQ9inhuL)^xAGC+uVosJ@wun4f5ib2HN!drA%FS|4nMQd@V%?ZTO#1iyH-vSW+&zAKqqT_>{v?CYB~$19^XaZ_hl!86** z&>Tw=&iCtf{{7Nf9_}4#8!ERte~m|PW$dH(N~nu;D__6Xg$V?qe|dO3a6i86Mf67oGcq;M7zWo57|~Kg;yWHE4cYS`4RQ!sIgg zWL`)}NCGrY7GR^T;K_F{Y{mxIDDgw)n~D1zYUXjc=}M{p-dvHYLz1`lndI@@5B3wI zCSpbfIub>ro}m)P8N_x|M5Hnx&g*l@8OIdNejw}=;z|I6IHQl2_#l;2E%2KZ1KkHI zo3~XGrS~uo(gFr)NR00~Sro>YSsW|WW%y{ zj}G!))d2_&ACOf6t`OVPN!SQWzlvz_S5#`V4&ta8U`gw z7*iG@ZxFVvX+*Y6R#BET(2zC51}3AiqMNxTf2hs5XE|vtA>xrGm$mQz{8bim?FP&z zU9R9}2rEOviuq8{qe^~Bk447jnT&f2f8?fqDRVeRTX;ubO(6sgG?q}79&~VcWLxkl zYXh;jJ-7Aw7>;e@Z+_xWr3He{ErO2Fk#Jq&fpvRoTlN!|F3PGO_TD*_(UjX>T!xToqksn5Leb^*lIOs zTjD+a`g|7Iw*0;yrT=q|e-CDJk>5;@9Rpt?3Ho<)6z6aHP%OBBZLF)K6OSEpIK5H! zC(CaU2xidx4L0G?FLKJVg7h^_{2>f1m_{55;rA#1^@U(?{DQ@6@?7st1ooen`LWg3 z)P3XHA2P@-Pz;;lAuMn-u~qCrDD2Pgi6RW86^o|@ab>|KwXC{~h0GUzxQhU`W=cJ@>c zo^5;5Fx34R7gI@qFzNMB6Ji;41bo9EVhOPiNrVqlFR(k>L1iI-aP#~7o&SHnp<@GX z|I|{r#K_CP678=|@LSLAheAxp=i>dL~5)6IShM-xWx=>m%gT8(;=Q1<%K6impJVc89# ze-S2ntwN@U=ZS;89}z;wg;VS6b&99HRuM!iQ7yc))+x&M$6@k5p)AaJ+w+wX zE;_-4zxC{yV15DW<6exHZ$R#ngWKxBqIrOje1sW0tl{Q2KE{^X1*g87G^!{>lud9d za4Hv$f`Qo)=PoW12!UORF1Y|&74|nceh~<$J+*p36B30~Lxlmh;X=2ce&!TTX3sVm z+6DlJT617gS1Q!FDP#{pE#}f4ev+Vq2Nt1+nCDTIG%K2S(4mlcd@JK_1PJyPbFpLL zK*MA_gLm84aL8B}EoNvy4t-pzfkj20JAkX9;qrpThP>72s0%5Bif{krhSOaLq0rOc zSNi*V=7}slIr%#x&K(!$;SiJPdSDR){qr8>#R$S6{32*nDqq7vG8-(#gvXC};Np3* zb-H$>P8>uuhus*g-Ut5Ff8IF^TeA z-OHqRk^97@46y!0Gd`GRB|~PUyF%5x0}f>OLk z?wMpZhEuREl~P1y%mgoG9i5vnpNczM@-y+33u3i2`nX0gZ?Zr#gPWUk@!~k>T=QSa zruE}Wyt$fn<@T1XxFF53HzUA>B^v}#2I07pv=SfI?(++FWvwGeqA=3r9v~-%dGkni zS_4a65!Xyi=`zRAIdTL%FI}<+9@Q6qGU_cjq(;29fLMqY2WAyY$koK%&2Uh+B8RVY z>PrZ##~E>jU=hzxWaCKCz7=l~s=k9Ld2mAhGmeZ7SQXl^A}8}{v4W)6-``r8>xMDS zVb44B>?Sc5LE>8}tk5;{o0^9lrb}nWXI3kZx1GW9XqDd;Dk5ICcn|qu_N`6^kySPqb90eDa2KR0<9In9bB^Y+)y@A})>2xyFi!g_P zPWHE#mP$!Uje%WwxOB216Pbz8q#Vu*xfwB@!O*G=pd}b6Nf=Bq-Q+$U1`DC@eMxsM z;I&4Wx1`8G`2IflUYh{r$l5nyd?A<}4_XSy2tM*A0gClQE9Um?c6%>;!%1y|LL&jE z^Pux9T-6xjs)KuavsFuPZ4Y+m3Ny;XTS>}r+LDl)_F@YLz$r>lUcOb5<=HKnvr(&F z5>o(8AoAVc5hZL(s)2XksZ&)^@yF@r3HC>T&zJVXdFF$#Mg~`B016hcnRoy(ZAN4> zdHCKRvp#M*Pvf3qQTBRmwh^aKbwrozTD5gwPvOl^<3~YIeUk;VMBZS3?D~S10b`dw zq20km0M|2;^$Zxqd_z&Dye6SA`-Z%u5sv^^U+7i_S@=~)lVC5{z6<|(P7CYht zLau$h#knW)MB>^tYh-gj;m}6bK_L_Xr2qBSHiNUp4KH55wtq9zJ~M5+I~XHsJ){Oc z6gfYHZ}id2US7O2lTD>}>b`yZ7VtK19|{7Tue4WED=&;*T=kM@8D*@VN&0WK?Zyf~ zPE+#qC(6}r)`>hG&yD(m)IhRu4sSYwv*QA0Dva3TAgVP+xP7aAKt2Hv62tzsYiVed zk1v9KY$jOIK~f_>fi?r76Zh-#~t?LCDhT z{*D|iI3B>bD1Y>naUs}Zk+^QErc+Zqi$gSKSx*ke{RJ{#F2Xe)$-8^gYt z1dre`oP#v5Mox6YW6u(ng(nhQv1+NfBf`yr0~7l8YGn*9+Y_Qt1(h6tPs2W=q+j0$ zl7Pd%`uVWIqM_{SVj*RP>9HH=Ql!BTw`U4j{U%rzk+*}?_f8$ApR0%5ym<<9`(W@A zW?KNZKEV%>p_i1dt5NEd^lg>u|BVF1~~`AYSN`so6)!F5Ug@`z5UOw4y}ffN>}I_l@s2&3Xud0I$a!5X-Mv+W`Z7n#6xSs z=ELdMUc;SfhJp(BN;sxyX5#nb6TOgR=_yK`{8}Z!#l}YFMCfjrK{Sw%Ne7@C42(V5 z#+?yI0uzk3oxy#JBXJNPLP!~o-eEd!d@5S-54A(ZIe;dVhJ}U26?X>_sFhbKS7OL* z?Z7O`!x8LDCqw%cFUOEYp=?n>+S~+=&G*9g>0#f@v#5#D8;FgiRhenEzd+j8fyzx2 zCm9gDkJPu}yiW@e{LOKAWzThZd|Ph`(&XxO+qM~?&)4;aTVeF^92eYKcN8F9EwsCo z3T>9Mi2SzmLP)#v0KIR5;(_UsUhub9r;rM!jkV#*Ip98dqs{3P>&dys;%nC?sSF@Z zXoRT=Cm-K{+#L6O%Z&WQmTZ(cDm_NBGqvs7&wn_aonT^* zR=eIBt|X{XQ&mQc-Y3*84Cxh z*M^MV-}M7aT_tsD(00#*hYy96k@lp&@1Uq1kw{r@si2#?;{U7d+@GSX!Z>a;V>y!i zP@~~C(;%j37lkbD?PN);AmC-A!OLP4q%{PD&4Oe*n%Xoh;1&>)Fcn6iFwkZK18inN zxVgXr?f?xE4InVN60BTiUHUvsGyMhqxckHVzPsnV=X@{E_c_|Z`-mKjIcypmle|ph z99lI$c*0}4H>p(J@cXd8Dea=UHd5Uj?ZmJl7Pau_;|o5j zvz)F9K0VqqleUe()LQkSCey+_y8{JjoQMrPK93hblXwimjyU8k5;Np!G__{68 zHN5!9{hRYwX|i?_mcK#h-oa8SU>4OQ7js4CeYMrT^j#=BRD)%T0K5QQVmRa3WlyGt z$dSpN7UP$N%iZ162RMKiKdx>_nN;USuN<-Ymomgyy)vlM_rZNYKH9DFzAZh|>qFI8$dF!u*}FcgAu@?m{72T!Z5?v+g2l z?uLkW6Aq1gED-HIxIJ`@r_S_gdXEN{1sst8wwyf%U@#bVCGW?EBGX&y)uz4Yu$}8_ z)hm+1{pi4%z|2)JVSJee@$?T>ATO5JLb*2Tk01c4SKEh8JfS&lf)gupCr>M#SL!BP z6ng4iy?uOsCE&aT9X27dB&7aYLPNKAZpiE5ezXY#-kmo+P-_|XZVR?wHkY`XX!Jx;ZxNzU1?CTJ;T6z}V2Sm-nY2stZ^i!YV6*z$5fojvAZ#l9 zErC@Sf?;4@y|5UihB^taHY&P3ARDatUTu#Cq{N>zqfm9^?HQR0%;F&y)mHBKH6;UK z2oKrxypguF8)o_l*8I3A%N7*RP+9>hgL%Ii0FfMQdg|29U;2-`>6VEn$N@C$HT6Ti z`;Gm0zY@k-U!vX0hA}yvvd>UdQ~?PQ30c&U^3%JY2F-u#a?P0DW`cZ@lXG`Eg{^-1 zY!t=7I;nc*&CNudq$S{nXphz>dV724%^KHNn7A34K0Rr45*AI)Bjk=4SGr}`1B2c& zhsi{NA?w+)Y7A;b#z_56HMLg z4Z19ZhT<&5>>%1A3c%pyx~zW##qI{Tcbe6QLT^>X#r_~ZWo D)G$K; literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/jnk1/dg_results.csv b/summaries/2026_jun_08_abfe/charge_annihilation_set/jnk1/dg_results.csv new file mode 100644 index 0000000..da80777 --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/jnk1/dg_results.csv @@ -0,0 +1,4 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +6a,35.05677176705646,0.06818299316838441,12.323812260514739,0.06624380490768736,-7.4312205,-30.164179,0.09506399026996341,-8.41 +19b_charg,92.76071946815068,0.07721219722133342,75.22082016432068,0.07331111024121917,-7.3782635,-24.918163,0.10647179102723069,-7.3 +19a_charg,49.248852545944395,0.07300066516742226,25.56239904327995,0.07147454412842849,-7.318644,-31.005096,0.10216509958519479,-6.86 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/README.md b/summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/README.md new file mode 100644 index 0000000..adcad9b --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/README.md @@ -0,0 +1,33 @@ +# Ptp1B + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 29.10 +- RMSE: 29.55 +- R²: 0.52 +- Kendall 𝜏: 0.33 +- Spearman ρ: 0.50 + +## System Details +- Ligands: 3 +- Host Atoms: 5163 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 1.79 Hours +- Average Time Per Molecule: 0.60 Hours +- Total Nanoseconds Simulated: 656.80 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/dg_plot.png b/summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..b8fa231478cf73fdae7e2e8515c3dd387c2ec87d GIT binary patch literal 54488 zcmce;cU;bW_&$6Ug_O1^4Iz|m)?%xP`(;cXn}BA0&B zIX)fsTK4b%Bcr*i#95bq;(Zy*)Ruk>2Y1f1E&Wa}qjps1-!Ien{{Q-n-3Ysy<%xK^y$uw{HmeU&MnDZ+7{wbfInaH)O3a7pE(4s7m z?UMMOJ?pn`-%gzyDNBCzD5knvjd7iX%A2gMf`Woq_%R=G+^0^RD*y0dO~e{r)!$$9 zX(&N|7i6A3eQNkM_DkN$Zaj*tO9!Rz-OXi3jvPt5)AsuH%1!$(l#7?m(^4WYUaa~4 z(kuRKATB4UE`d4Eh{J%-PW@g@@&3E0I6prxz_OBsg@r;{xpL*@7fDlf4zB7g-)86L zx)% z#{=IoF*S|;`~BHz1H){y^%(am3}9Mz8eOnk?^~@qo3?LXC2IOi<;pmo9PrZF~2QQQW*( zr7UoPqG_Qs*HyDxR!&a)j?Ir^AMeRQ&a=P2hCO?>yV!4fjo0wEy%@I3SFeV~ZPMua zn(vV5t4UFs9(VfsY}M+uJ17)J9%)89J3C>=W!MaHEBykaBAd2t*+O@$(1~tz54Ab# zSfNV4&-5^_s;X*3hQZdcg4xMm-L1Jcr#{|aHQZiyX^(qf$LqLF+NY;m&JKTz>gcc> zText6ar4%#%P3^z#KpyR6Q#2>2Zb;`S5_?DKmc=|oSZz+n!71U(T|?8PB~Cv_il!% z+;0Vr$D%q!QXW2x$S`bmRVH8Ogmbiswr?Ol_ZM1-%pLY(Z>s$Gk?r`)vo+brUp{eY5qoS=#%F3eKN5it8pc#5MMY|d zoIk(3Xv!$lP>b_@oVBAP6Gc-;r@P@Ko=tysxP@SfwdU@z_`}<-J(|ajCcZyRPNrG0 zBBD|zo06myAiP)@5)$%n?bz~Q8|m#dEcN%HT)rW-N1W{QqepKvO`932ECW&tnyZUfp_#mNM9su_^EjiHw=#(G3};&a|>nSXfy@Zrr%xU&q74lj=3{ zqc!g&Gd3fIvUBIof#xh8YisL!85vPC6a6~8*Rk$ooPR_*YiVh91z;mwZM_~Bm)v0U z`puiYCr)hkof?Y5-%}_;2X5VO*h5C?n!3O>FI`?%*6r^Q04Mt1FBAC7Vn@-`)>g$( zSGUyON=%H2SUu93y9`T{p3>Ud+R>P*akR*7%i`jkbM>oNsu~(AUc7kGB^5wNOGAD) zPwl>>KUrN{o4WrZw_E;cTy%75Dxp;<)8fbxu2-*Kb^TUNW+5?%I+p6)c3;{5n8nAXF@&tWVT#B^TW+NH8yV;9Ac<&! zIR{ac{G{k#>by<{BQjE35i`B?BRshddz1X6H+7#sLY@zicQCjAfBmEl_5bCPBrV)G zIeJt;RFuis*m%&1f$aVBc-X4)a>~*IHHeJls2n}Un3k5dan~+`@9zchSZpfWI0WV8 zdA@x4!m@ICL&IffON)aCW2p)4J5?!BKfh2fZ&&M!U_5d1q)2ivR!t2q5asLd++Ld1 zmw=bnb4^G}ioJh-GlIjuW5;;H!^3CzHgPb--MSUs)MR)+Ev*9gH#IE^+Vbw*TI-)h zYGwziD-9_1(u?P#>9ze?)YOD49hOExTfk_!1*O$}E8TT=rRb4g_Ny4apA{7Jv|M^$ zVJkyUf12{VQdVwb;T4oqCI`4U|IAFrMQRHL`jWAZ7szBRrQCaz7P5!;-B`fBO}Y-p zXojY@q+E$^S%L-eESYOc1z(tQQSNrWD|#S)d|hN@G}+b|XKT$n6<(%o3=Pda#UIoRUy!WD%F4Nmu~bd%?LV+$ zctL{7#>&a`-xtnRT#rm2`0sPeGFO&TMthD6rC6MZ91&sj-?eL3+|{egn3w{?Hm6*P zxNAn1j{Sqoj@1;Y_iwEZMlfu9xc#s!^})l3`}XZyMoZ%t8I|7i<}dpdvfQFC2#4lq zcE5dbw9AzB^Tm8lhEjTZ`k~1!DQq!IZ?1X3(DR}=CFAn3Pmgb#InGN`xw*MjaiKkX z_PFsPaNHh!C{Na~)ZyM9W1SCMqW3)!EL~GN{wyvs{kiqhjOp(*svq2Nb5yUBvO|PA zZfYSY{N~?!H`F{{w|@J0+9kZA_NITkfm83usH4#VE(6ZnpKp@i^ZfUF%TeGE@qdFN z_^JabA@JW=t4ER%^8Rmm2$GSkS+NB6^jHt8kJ3??Xe{q7l;wDkzj@lba9W#;5rcsd z{^|e|O`wzQY|)Q*w*{F?Rg>o(=-62~xBk1Z_WidVB7zL%dsI12j~+O1AnfqA^A8?8 z_~y7tP*_ZM=q3hGQw!rW^1Wrfew&oka&7+PtWC)mX?}LVgYIVdt|!%*&UCfdoQf>k4k^GJ+D&+ zVc=N7nF`>#3&vTddl5frLn!#t4ByNWD5uhJ+26%|iPDaveeZd8BVz!vRmF=OkqBD!KOY`0xO+DT zK&N_xH5P=h7@i?gJ4v!_!r{b;^8i2<_4Uk0a?EQ05_{!7w6*a7&Q?5k?RJ^yJ23RE zh#hcr^v|E_BKQ6$ry5fPo%Ud3WUz-Ky}dECt8&gV&41$Bz5l|7J!}UOrNase&X(4i zmHMym|8Qqtns)pXV7IZeqN1XYj}@-@`t|G4JUb@juIQ&fG1>QpmiEo`=M(hUgQ`!Q3V&p_bYd$+Vn)rZt}%m zOR7;hun7$XPY_>Z@oeGMMIK=XcCv#Njp!{XPj=*7q`M=W;x4*u=|R<8P(=8ut%yt-mp%ua``DM?PJKPxCAJN4B;e4U5$R+%mkA z^7oIM{2^0Q?%?{mZEw1#ez!>$_BU_R#Vs?FV|y>~ZML;;|IXq4CGqv={p1a6uC&vav5g7+vTHa1q)bCAQs!-L_oSmXI4MF%3uIKQpxc(g9?(8iQ2 znbilq(-`&i^t}HJ#8npn@NM3_nQ~dt)##3#CmAWMb3s|zb#v1r5%KYyC~-nf^6WU} z5c*l;2Ga$pwB^0$nbQRE=lB!0FZv6gcZp}>4(f-DDvq3J$>KOua#O!6RJ`mVi=LLz z1A@IH)6eL80zr>(Curo4n<6#lRAZ7-u3YFOK;kWj(em~U$t>KG=j@M(%$(as=40Ho zfS^v{U4~LcpSvQ}HawpzRdGB)wmvth`~*`Z_Zn4r{ma+ek~%U^25c&7dyVyD=+Qbs z<|HjCGc@P*otE{lm8Iq7Ux91>Ik7nNfX7BsjK_N(- zH+Z6o441-E3fGIeKWK7?{ZrmpT}F$fU$DDkQiY7g*w`3Q7ydzwnEp<3m)*Ny6#*5% zc>O_t>gdM(7uM0B8by_|52)62uqmXlPzJTr!)tPp=~SzK537M(`dRXGcvSWSGfbe7 znWd$GwT(?oaS}H8(D#>IfP>V|2!08x%H_N5n^v|JIPSYDbiif!TalpiGS&>ft;HlP zv4#DjCLENqZz>0%-RU)KhR~d+`D+mM9IA&+lef-?g;mtl(7E@2P)G3|R}d0uc!}U$ zHA8C&YJ$1wv4Zo7i9BaVeq2Po#dZ34@7wsRGq+^r<*TrHnfVm9eVmQbR9pf8>1vjv zq6=$x9HmgGz1J<8^n*}1T)A?^^5n^f3A0h@r~VByrypafZD?rdGT-Upi;8|z9hG6L zPknlDAlvpxmT6c|&xxWB4%XJ^RNNUjw(H!Igr zQL9E+(f>=60*!<3)B?MCv&G``TBTQjq>s<^Oi%i`eApUI~`Js{fe(W_cUpKm=^zA7&Ha4OBLG!FZ3zJ-HFbjDXB(rB0ZY3nF{aWaJ z$@5q9Mj;{kHEY%|Ji8ScE&p$u8Y3tey$;>&Z_q~JwxBb{zO$Md`qEnLvx~$l)VJEd zkGzs9d#Vt$xPij4*m*uOT6xh3`A{!68Oxks$ky6$HG2l-HW$6c=XCuvhF7t?F}8IH z8%0GA*atbajJ@p!E~?%kVnC<;E~o7eCwU9kV0=~}cYML%+Bzem$~?l|e8AjTx6 zo8M`?_3sM`y@gTYP8)hs03sHvWb{vtjggx3>$B6#P`aM5v+Dx6@n3v?a{7}{hNZ6B z7D6}yQQVPh8S~6KEpUWqy}waC$~tUIV<50e80( zztl}qSYJ?3pq+IoGJ3^-xnr}|?st7ikoHci@Vbo#Cr42tL|>iu(>67|Ma|a*Tnq{E zSC(X9-L4u}&mG&3DoZfm3V~J7Xlcg^<`aM=X!H*x$J;FZ;a^P`PnJ~h!p@QPh>4p2 zqPOAx|KLbPh3X0l!Wye<#wJ`+pOpX)fc)~uQ+={56MRVp`$;6S-S96Zyv_h*y!MHs zL;mGBW9j|NRH`?a$+R4CM#_f|AD-mq>dpEXy+=I`T!=7)f-&yfzs;$cVej@RzQ4We z!>E~vpNWZytJ@Oq+_?z;q3YEudO-1k#?%#j%7HsP zKQQwv-2(-1WA|zO5I$@M{!x&QsR46S>4%ePLB&Pj-|jZ&GIc~nz`|-<^&ozW!uZAi z_RDJmk91b?cXXeLrRVhQaoQA`GmBC-6+kaCDk=o5PdMXxTCfFJqsu!xJ7svO*g+ebkcnOTGuS65e;fB(*lfyNB) z%`q=IoNKLK>@z|C@Zgeuxs|l7PZlZ-9=U6p*g<5 z+YI1+sCdZH{<}fizm?tl81ZBHL(I|9vGwcMwQq_5`l5S^E#^pC@fklck1_8uAI_m$ zv7-C)qa%dy%T!!>=4M#&c4&}>+YtkV_e{}(hW1%%*@Q5xc492lcaUJudmO=%d0kY1+&Z4kjYJ3 ze39ZmyoJ6eXwmIzi)ZH%IF>v5!SVGv-;V)mx5B>hVGjQJfv3Uvifm^%x z)+Z_U`tm{eXvjV;ui#H*`Q28if%QH*{9PVp9UT@P9mApW{=+YW{su0mr%wSf%QkoA z>Qz<_j`NtB$mut8^V@ZNedRC-E;Hk{9s>(Pm;AsZ4}46EsV)V}+65lCB8E%c(#a_nkA4p%qJDq6aTYg-ez8)1US1|jx_OBl z#S*J>B{OsF`$U=5O@WQf?1-54d3eZP29L%6w&At#it8MWFTI@4e1E~YFPyO=P3L+; zzQd7c_Mf%;=KAVJ+wx8xy2-A6M>)v++k`M14^PZmQBzASf0C4g>pNwXl=#Saf&?8< z{P4cOvF-BBn^Cw^s%!TvwmCL-b{hXR_3T2r<%l{~&d%b~XE0rtUSW}p)$#{f4z=du zQ*3NKauGY)1Ls7AjUPusWa+-7ycnFFo$cNJ;f{P$rc)@S3~Ex+tN(+-Ds8I7e})Z`2zxshFt38Q z1WDxs1M?$p49?EZ?~)XceKROUcq1GG0HvC}y)YKpdFTcyPTyZJ6e{8^!DR-=$HzDQ z+8b77RS*1mp9A@A+o3~;b{u^|LCt)$)PIlJ@#7@mtXQ#PhuL$Mk@m791O89X5xTjf ztLq$wMI`P0Q*%GP2H{B5f!(8>Rj0l_+y3gp`c3&|h(B~ng#`uDv(qD&z=n5%0%4m| zt9rVEnQzCB2hsh9HiIzbkv^mH$T({=w#sgYW=5idMX_(i@_R{p$D%3qrQLh(sOiSM zll26LP%g_&1CqM-y<1O$F_DiDup6J+>MUQr-16IVS2o*+2NJ`H^o6Jn(Mkmh50Ui1 zK2ew89}fYkAMPqMnzLiOzTEn*0vXL4a8zW<5!^_H)1vhQllKthK4x~eX@L=|>2Rq(e-O5(Cne(joDLh=R z{b%8^>iwAaQ|+ZC-yG}SBdP<)HbN{a`f(|Gd}`_ymJ#c^b=&xq0#GYstI&WG+K0Q= z*v5>{%$Y(6`%&T-F*J1MreY5^Yv|!^)noq|#`2P-PHGb-9_jPQYLdHl<$8^n z8)lhuqT~h(J+$JsyjOO0z{!&*&!0bk4_LYNx$7qXfB?NTZBEMFprh2u7K^c8Ic3@# z+m!YHI({qwD(W?_S~*G4An;m2v)Y4@k!wV~ur1MBR1& z$WUmxm!B);34ASZjDfsjU2%?%I#I8ji@C=fRa8|ib7+1Xl9py0@XXpz%33osR6N(YZ$s0)$Am|zy6MMEkZ~l<-!g3iI8IO@4yuX^W_90;| z&h+z>;XQcpAd$x)krJ}ate!jq#*-q@yM#wmXqV_w9(G5nTw;~X5EJ*2W~))rn#WmL zW8f0+*}cD2^ucgGKWK4g1!lDhaJ#WAC@3o6y4Z1jZSP-A8SHYNgXgbZV^J8O;>Nl$8X6O-?Bx$ ztMt^*yQpw%5HT2(g?uokR@kC9cG`qjPa!-|f~(KG_hHSNzHPz6%*a>`MzT83rX6qr z^TzS_3DKT`QU!rA>L(y7l~-2MB5v>Z_b-0;r6R+U2)khLA_*715G{A~V-Z`Z^Lhba z<$(3FYMsJcw`ye0BOy~%GEWYJ%Ok{<;Y{&|_`8sZQX!_c7C7>dw*@sc=6NeRsSrdC zQ1D77CNRc^&qc@A$+`$Ud-jY4;BeQ;4+02YNl8g;4)wyb^KYQ3(W=P3?(gZ*4C_ZR zRMpVHf&i;N_1rxVm;fdAJ-|h`c&byNSaKU$sZKnl$z)zr?Ebqiqr#GAI z5{OB-vBzupws#^nCQ^P)-4FlmIqq-V#=6uq?#0E&he3}egg+=%Y>H0fo?^(BAxOli z{=&-^XLaoVw(R}*>ec>EhfooSt@yQ|oE$gabNOhQ%a)XZiLE+$cJC=F_P@VKIW$LB zk7VGoNf=2 z^gD|nOzQt~fPYN;yZmef$|_Ll7!giq)Y5z;)F2bnQj4WW@5p=gn3kTN{qyrlK|%Q4 zyZkUw2u;*p1GdyEiM=MXL>CE$rMtO3I`l>Lo&Cu*yrMOwL%XO6j6jq%(7pA_0t2AF zr+^Y78l|_lEVzP#PW^yC(4Og4gCPTPjdVHa9n~+kJ|Ke$9qR^_aB; z<`1;w@L#xi5z8wCS>qn=4FqsK{U!c~qIBrF=iHPdVn~YCRUyJee`y9l?#3)2+$y57 zUlpPf3;=?>unf4bOTrOEI(FX19Xl9t0riXAQt&sRA{#Qh8-WVGv+sT4I{C9Z2={^w zxk*Zj6ORCLKf7AD4s-_;2L|O9TuIiSDj{a}JQ(>R8Dqyb#~HAA!qvk=4Pb(#DTRPp z4qRN-(2#@7GOAqiP;9+iVrG##*Tt-wADgrmxo;)qHhu_T1o$I%l4=$!J(UEnXPTfm zP>O6NG0xZ5_c;JEO4SB903Mqa>8A`~GZSiwkV0R-a${*>PjOdPRe{J0#*f*r68ssl z$z`Z@XH--LJ>$AyOm!;WhC2Lm#O2R`9%@)90g~+niMMVM8g+Ph7zF_NPRHON1FEvk zLPA}@?9aVM_&^(pwz%)T`%h2pc>rc2)#8MuRW;9&%u?TR%zB5()8%;ib75h01e~Jo z+$14!*gwn8(C}Kdnm$lD31E*OKOSwd2(lv6Z|i_q=sMW6{n@ETT1>%S6%`7Qu4`u{ z-OUzVX%K9Ho*?ndQF!h=`C$XHoJ>nWET1AbfmKfJr5B;4@SvherLobNCt!w1G$(isk!K9`l?_lN%9bjG_RV6~uUt6?l4Q51ra%VzKG4ZUwC zXZ&a8s=5G+z_x8G+XJR~G1CZ znLeKRnf|+My%2SoAR|04DthxdiBHkD0|^@?J>cPd2-vnA$6s)ujJz^CBA2WuQImFnJEeSt3=PtXLiqqiIK74;UWH;a|~`w z^Z;b8P%RA=-rZH^pXjd#uicb_%}jUeX5xU3t@J$i`t?>|0g#R9OrMGwx)KKa4$IZZ}_mJw`?rJN*V2tC}B&;TIsZy2?I*^4EPrl;A@Cr-Zdi z*K}>oJBM+&0M`(d4*>)th#@3Aq6TSvbVM9>v&@%KcrCh=e=_T*I~ZK;6cAKVw#whX zfB*b_vpy?|<*1g@&D(N2TRwea2MNdUUCg4?Y`_ zful!{sz6yK#C%SUxTK`yc-EoKBnjHRQ^8KLLDkWqX$zcNx$==ja ztK_?hsI0B4BUzsm7Df~m?eXyR)O&c47pzD((y4xLRb}P)nYr3aAMd6<9r{ti1L%@& zk|#tS2zVK3nz)Q0)Li#@htD@6#*aCCE)DQozG6k)4tbkbj8rPM{OecK#jX3^YY#o? z$K3>_rHzwq-2CF=t&l^GK0UDt5sBmr#Hj4ogM`%-GNNm@?Pp`18QLUNAid9zr-pVL zAo_!}v@m?816V%YqO7#K6omyTl}$}eU%!2;Z(nlu>{(#_OYZ`F=2%pwx@z~@I?NyGaA6i0A~-j9C*e>)GT8iGT!5CQ0@S>E zs+!m(IV0Xe8zDv<=onQ%-h_1`brrNz{aVj~hP{1rhkrCmfe+fJtIJ5rnM|WcUEl_A zo$_nj4M+?|L3U6uZ-;sDI$%7tFb2*B0RK}C4&5kh31^EnN4$Aa6ET4g;FPD#-g9_FV#`Cpy=mu8R=`O;udBGhc-q?zzn_0kdM++>9lJ4j`ktQc zaYET0o82QXPXNeDVEYvHn9Wmn6nxm~?<#AM+yji5*4*~QYG0ABw|jSAA1R)7=u#1} zZBT{YP!3W8Ca7K_CE!k)Uzl!Rx6}H(_Z(zhk^@QI4f1cMxvkLI!rRxk5@u9@nfR4% zPYGiHOhYa~45$<=u*$;rz!+jD#Kzwb-GIYqz^$>Vi9FTlr$frg{xjojzfU8AW1pS} z$Vmk%qfj<&+C-h1si>=4{o=*nIsY5GPOc#l-e;n(0xk#`1ALktoSm6b6K4EI{Zt8R zfS7@!+(|0J`VCD@O;wvAx5X_hF%53N7p{@&c?>p;jQXr6Pb8i{e@?Om)?d8b!DeQL zXwX4<)f3w!PrPP9YPP{uNa&@I`ks)l@7}+6U6}P8yCe;#s0wTXW2je2Eh8Z%CFvlf>@b zNSWvLe_e}s+^>1Fw=4l<9K!xREWNJLt<0jLS%Q8e>ihQ#;%+URmgE9t<>(~rsDQ~~ zocD)V4v^%s%Vs`(h+`CiiP__j%qS|}-p}<1k376Gv0a}LB;c}q`_ETyUEZjmU^c({ z2Vz=N<8H*|B5+EsV6J80RL2C-xOjTfQHZr2Mv`*yWAT!%KU+Z2#s7Mu4<>KydZ0QT zJv}W|;hPa8iRCbld5`z3I(%=38iif?{Gz{&FD8T<Ei#WdS8X7XYH_F4#z6>TUGWgKH*_~x1Bvhc|qrBW$+HBN==)}%E z9XLIFr_!@ez3JGEw%66*D2Uk|uG~0>r=qsR(wdT*y3?|pQj{%~Bw^~I zj>C6SHr9ifaf=TEswHR`In#1+euge{!U5_>1wvExG!keOc7P7kot&e&f(halYrMR? zuzWj_bVz9lR2v2_H8Imb*}n3U46T-#xH9fZ;xAiH;iE?)MEV04MMgp)NKadv!8pg9 zNo8i_fakVPRY|ESDK0-hZZUh|vFcEg0u2QSGO|!zU0v(i2r6pSgA^tvrrSyZ+(=bb zAXhsO_(|D>KMKz^Aj|7>go<-|Axy8G9#@1cfS6u`^%?WH6nS#*HjcN&Z+5j!w3rur z)8OI#=c%k@jqTX6WAl`_Md=0->K+IQAPl&-Df{@b?1mc%52&I9Hg2SGXvr3B(yg}`1RV*% z6EcqLI{Q%hHQ$$pI{o%tam>xJYr@>I8r1~Fq0)ds} zZtsb{i_djIyzT^2FAiMb#!`HRSh(}-&{0t6hZQz?oc4B3_?cv($5mSV?b|mDm+|h4 z8&S}x5@XzxF;htl*HJ+F!vK@WiIFW`3%)+_;!&j+f)uryudB^P&&K#!TMMH1;{p&m zFqcu^^5bA(s-ebq0<%U&u7udb25m{!wQIR?wpkRIHrnYkefyib6Wb7L1`Uc`Ja4)=8gP2Nn4Ch|3T{PcrZ*UDBUN_zz)y0buAgG&I1T zTVsH_7KnoQ{e@?)(|0+%XF0GCq3qFrL*6{COy+ZPPpuas-P@~~ME!aurAilYfP!5r z5lYXb3O*Qcf;3A+-8@+)#Bdf|ZBc@juI}<+|4?Hq@Ic8h#yk(0la_Y+cB5bFCLWK( z{2z$%kf=N0eRMf{_7#GYB^)czpSI;Y<~y{|kNPlu&p{IdxIuHX2itg||Dt?WM^0nq z=Ds!Z^d8EFSA@-7v0}vr`Lnv&^;zHW_$mS{Jv@P+0Xtx1gPK9wL~cmhYKI^_{O9aI z2`3;Vv_IPhDIbZ-INcXno(b9SCi|U>>vqzjD1$eC6N)lI>~?_ppit0ip!)gPh9$#N zyfv{?AFk0{y;{y#t>r5{hC(34Qv<4QobyqLw|kK(Sa^66e@#Y$x1`*Ami)-V@9&}_ zDZJCuw>>`o(%61IuMZL9AV&{;e_3cY5};1h&v;>@NNt}cVwG_05e#ehbtyZz?qW|TyP?}+7Bjz!?K z0v@8vHegMeiRhWRZ~)RIdW)|2cVDi3={0gWDM@U)e->gEjla3Yi~CEy3*j_FUVrt> zb*HU7RvXY;2(yTYh!7K;7~xxP6Y6hq69fF71rLBt5$^+75OCfqM7Ex zjT`ImoNvF~ZTnhk@fN`Y8_sp0VdMP#L_Nwatsl$`cd!4An~sPE30t?}R?v8l)&?d2 zby#m#kDk@seRKG_Qs8_f>!$qz=n$|!5%PHY4PeZPgMA4g<%b)GiT0^vvacHeiSWuE zKR>D`YZXL4k_;eRy58xu%r{vDW7Yl>64GVP) z%!4HWxV|mwyPB&pHPzMk(D8;vp^6OD+26m_s1z^9_L~>lCV0)U(awDtUyAZz0rC80 z492%_X5U-VEC+-_dXLZ{(FbhcxJ1&92Mo_psl}K=XstsXN4jNBea_^xdv{}_YoN)<)jxkcNOD15)`#V&eXXU9fGKl?C$RBN3!@v?z-ui7V^ak@-!kT1yQHhHr^ECY_6a%%L`# zfzFcNLVqoK34rI$8`zr{vjZ$WvlsyM-ANNb5u{c3)5D!$^dE}Xpy_wnV zYBp&>Fyw5VEpOj4kbDRKta(`=6DS^!p;lH1n=yuz_jMra?pMABx$c5@9$OHv%E5GF zqeehgA$~q+%KM2I{OoVjn*gj&vBXwwed(3+&Mjq>^v{70 zT16qO_Dx&IGiQ1Nvq|IG;AasK9B7FVXmLwv8N=Hbi8=hSrQ#wLh@*|5?TWq<>(~G0 z2V?66UlWbRLx^TgU0qU4Sc1mfY4eI`xebktZwe2BAO`^=0Bd|jMFl=|9wHYO*-otK z3p_GwzyYzoi)V;HG&Q@F|D1iLy7KSCxf{8sF1JPO#O88p z%D=65$v1r6*Cw@WX-R6rneo6wS~@!HWq+|WCm8t+iwV2*AImu|%EQlp37JN7^5Atl z^Z{vrKqlM=iCW*^>&X*oH6mi)@mzh_)Xa&c*HAkhp6$H{dJ?s+S6ol`_8aY>fk`$B zy0);#?SWY1?!pgY0|XjzxTUNx0IMg@;(5i=F+d9;bVe=GfQ^KcohO;Tz=1JkY5UO{`z0yc>2_}UY>Pyoq;#B3ovV@c`Mu6wFxKN%965L+S`>|p2A?~){@ADMT3F0ge=3>2IMRO z7L=$GC|ls!5F2dCA)TD)2s<#SfKuTGKtEhGR+uxu09jdCOAvT)%3pgV`t(PrMLTM7 zA+fvY+d>iYXZSl0^7}bl2Kb?KcsLf2lVdoF<}!SEc&jQjz7ahT8b;=koHfvz(FgKY zK`5sHK&8&e846NyaWVY7TNmfEEXtJ7FA;%2Wp-)o&mWF5W61v1u+^UUuogDJ_A0bE z^U8T#{`+Pd?d{)auSq|T{+;(9SXB-7$)y)OZMypCBG3oRKaP)?LRw8huU6us#LWYC z>1MKyj?QYtc;dkT$Q8<077#$!86gL+e3fzU(fzT@A#{}SIt zKnZLo>(P!1%90lY<=j40xF3=fMH<7w4R)bu1$x{MGH0x_Y6VHy1`l*AKy|Th*ucni zv3PE_)I9U2j{Mmn(tr$)LQNaKyc#47X;ucUNPI|qX!!uP?1Xm`q7GMKi2(A;7-X$v zNF)P4O5_QrL(DKJmr&kgZHP#qtjOqw-qrd0w`e}Jxvy@Y{Q$=aen*bliw8;uAp?v` zFm~$;PZ2Tm;z*2EWE}>&JJGpx@7c4`zLSG=m>vWhn|bQkbDs$z=`*bYu8T+>d=$_- zkD5J0){`~{ZHmzWr~E%=g7!D#tEQRiM82WdL^vJmQu}=J?b{pv3^XnSi~I^ic$7uZ zg3;g&n1cwj1%mJzLm4n>+SUEag#5|;eono82i+&Gmz>HbY z*sJsJAA%G@R7H>9UyZs(i0A~IDg%!}C_xQV(5;Efa-D=F1ru7caTsGq`e7d&x*Lo3 z`l4Tu4vf05i)WwI;E|HoRqh{b^yVNynL-`ikt-iwtARLR(F60-Tz%JP%*dRm%ICQ8Mi)6KDpwF-66nM$tiP_Co1W6A*jfPAk z5!X>Vj1pow7v%|nZ(5<=`lU7)!wbY`t>8Vky=7wqX?D?P{n*_6!LuE^h}ftIM+WY5 z#c0v=Pw;UyDTyC#K0jc9+Q6L zdtIH*u+23+XD6^_EbG^=LMAqRWPG465V~-2z}#Ada8~9wVvh+kNcBH`PBU=i0L7m7 z>uoO52#{i}eZ1nx?nk>q#WQr!6fEnHFx6-J0TLntxSEPeu(GGWQ?MN`*UmfW%S& zIfbnjo!!f*8#;QK%D~UpLMg79KA@{hOw-7eZ+85JCaw7`2U!?&0Rxs((V)Qtq%DdH zzP71e^Ngp_TP`? zDv=>E21JGR^p_8$AIgw1L!JO4{WKKdQK4z4Djy+WrU2ElSq#{&N1;H%3F2A`eC&v1 z=WpIz4_7g<7-Wp^-@l*8MZ{SGVK_2pRW{z4DE7LyWm&=YB*=+@PDK}cT|O_}sxl-a zn6I~iV?*c5j@%rWHgL8D+gkWH5CX>9ja^(MAfqx;yz%su}wm9;UGQ? z)UY*egsB56BK+aTjT^gGRUiP30%}FomH16(w+56>+*(@Lu-m@9g{8GboX9xyA^4Is zmIAY^Y{2Yp_{_%@&Xxz$K%-EB?;Q9#*STHk {pu4)s8wgCWl@V8cCBiOYAz^vL z+DV1D1K#Ie(@t=^;W)^_N948IJ`)p@f%YDAEk6xoZuf=pm0RLySZ)(&_qo%mny(6lgXDAsHUFL{-Hk3$}$; z0cR?&jMD}}qd-fJ))3%GfGiBU5;%bsDka9o3P_1`Y~6n=1~Uleiqww44HR&xfOqAf z`ccLu_7gPj@2^qVQ2Dov4w2GO0mbm^AC}TAA zUQa9<=6AK=AyXtTV4hO`F}Gx+f)lQQCgIZkimAwsCmVhd0?n}Ti8uf+hg;ZM@WVtD z19weYH3w%_2 z!Czqw^LPC^EMollXos}NuVyCj2IZoc2M+ms`~oM5zjx!Gle>h z{rfAS^5PT(@G{#+C$mAb5yS(_Kcg`Q zaw<`RaeUC0@G&l~rRMOO<)Py7p0pvP75V7Pv!VztWHDngh_rVTp$bDmYKZh>g<__K zPFXJBvBs;&$wW}|i~VPwz80!xV+dQPhc-x}y4gB{xYhlYxd}>$7*H`qbzDu*DhPW_(hy+ZTQAidM4wc|XTlvJDx)h# zzvBf?5y&OILa+uxfbvN|q}YzCVg+h-G%8wb**k)AkkWJaz%1MxloR!D%`W?v-M*+G zgH=$86w*LUo1aY#m+IgqUD7$mSa;eoNk_d&^0VD&nspXX2Jt2mc@XMhkBPB`1wV3T z6^s!RcLYR0K7m53BAnl_JObg{>*6`r*87!7BRr8MhIvGadN+ORbxw=;2MFWXLSuj+ zpe_$}IZI%h0fl?dQ**0#!fvkLzW|CEU92JKjmr3vWE+17qXU70MkUi9l=^bo5HrQJ z8J~q&DHJWN;48ooq`=7SlTZfeh2N28No-tVzxGK8n&@K!9CN#~4ML@jH@*ee@akpD zLe1*)zzXT!RpKR8$>GC?OIrkE!Y@RGh4q>o{Br}*JFS2;z>rDC*7QENo$}nhKla`9 zIEoyCiwGt7CezLDF8ph6&Rl{;9$FbuC8E-D@oiY&x4cERVgYrgip{YTOqW0ZBRQ9) z9%?C^;J~@_V`KSzEN61+c1sNN@9P$U6<~_2cJ)@B{`ETDcU= zCy9PodEMB4w*im=ahM^h#ND_N33DldTAEG7cs@XJx z)*h(r_fQ0rFm&ovx|$E145WPV4?;C~16ftt`Nxi3kL&UZMj)n1IDL~Pu4Yu5M@#*S z4A&E#*tam)y1o%j3KFnNK67s8Lj!U!m@=XaBOAa$u?&Y+uvNWiL60C=9H?NQJbkK) zvXUSIq_}&~dybX`mQ>HU``snyT4ZEoocd9`2Y}`>1UP(xfN6pmVEx`d~~zg0>mtI>}<}v zP*_-~M*R&q0BjnD`;$|1fP;xZOAM?1sdVB0AM9e>w!fgAx>5QNNdzfwHTWFTG6PRX z`4g+E`@WBem6O7dzg;G!e*n1_40mSJBAS#m&l~HFq&@Cf?Y}11BD}qr6ak1EK%P?L z#jmJXJY6QG=&s(9cLD8gYSa=0Rw!xVC_8%FV)4YJTNqrDtk>{{j~_ph?n2bgoXQJ- zt~NdHActR(5e2%3V6_R0n>eF!5EwzYu>QQBq;5q!59(zih>;WCfK=_9(nE-A2S-!E zrglqh1`m@Axu@$*7imHQ|6vW^Ev#n`%sewgRj8gpQWza*%~2@;MZ=vipj!D zh4p>aLDLWEPGN2mpX!1h91JE`nVziHnz;#%4ozw__l}B%rJg~AzP2aC$YcT}na;a| zi@i@={-+#5%MphSLF&{XBI z6?~37GCdIv2&)wt9bJjCspI$WtYJGGXZG(Vn{mj=;An~AiT;(Vn+OFY3i!Vg#3IZT zgvMD1lnUcu)At?uW7E?S5JTHxM#vr(iq}TcVXMc=&3lok#;|lUkUp)^hr!}bd&y=q zZGBk^3UpUHIBQvj;ditGX%7nr@kz|^@pE%WgHPIKcoLZjc+K*}iRGx5K~!uM7S>L7 z_y5wD;|wmJ&GvsaRwk=X_PqkWguw}3VZ*mGnpZ#u`}_MtjY@@Am}Z;w19H^G{dAi> zsZXdLO&N#R40}%GtVZ7G`VBIR2nsNTjKRr7LjkCH0<1s~57`bSYBuX1ZIJXv&7@RWUw<+c_dG3G!8Vbrw17{metEJ!=cJG6ye_4j@ zQXhTBbN0ysShkOE*g>%*yVT&}8seiTJr7|2^=pUWC_->xC)RIRM&BB>16oMfH*Fgj z9PEO#Asx*d6w-W1vI{nT7zDVt-vi-HiaOi>0I33j=C)zZ5TQTNEMfKb+IIbt8nych z|M)4DLB>)X7p2XvM_ur3eTs4g1UC%@_M$jBCpcx+?XqKplQSBT@AdI^4DJ{?{D^zE z<_5ILHaD*&*%%}W2jAijW{^HNtKv}EGb5T3)7nqZXqx;q&MCfiSvYLW`hT35Fmbx~r`+=(|PlmDVKnN0Ivq!savs zQU9f(pnlwvf9Tl(!~J|Dw1OS2nTBOg0;Me)E7Y>fUP2@jge(i#=+3Ay-tKw(@HRC&y9ZQf9gjM3Dy<3}M-*b3 z)1OmogM_*D$Q)rBK*6KyzZ+<4B?E&hkr^S%qxO((@3w#fhAXYd6T%W&YUa6iKLB$L z4KoF{aKiH9j5}f=>-vo&)bu-9DWx!ap?|*{b4#b>WpYNIlX>Yxohw&`5mT4fJdmX7 z--PhZ)G;AdVo{$ohv;qt)a_Oh@!9t0$27KSnBdW(dkOo&3Y0CWj-Tb{+wvv;--aS| zpKkl3TR(nT>RB;nff9`VjHo3ODHw0!VIz7kXos!<;5qT8qSYyz3-3g)AkklN4-O`y z4c1WH_buRRNZl&__5K-6?8ir5T2;|A@+)mX2QAJt5GyVz0k&C#@Mi^KLOaW#>7~dZ z&El0)iMhG1A@w*DHVSO04Y*12X>J*(9Y%dXY~U}-v3$tz;bO(*liO8|oeKxtx68{P zD;8By*g!PREkVc(;n09%S83dnp6cN}a z&B-^(i03q953^`|`~d|pG0?+mL$U(#mT5DWrM$^Qd&2z$jp&$|tJ@3?qjv|Vq7Da& z0z+c`5n2b4E&?PHM`m`)6Lh>|O?P6+vDKqp@7myRF(+-ewv1C_OAL_$IdScj14F~3 z5LP5PU$Q$se!RjxF2XJ6kMTtzr<>tf0CtnY!p$w5FTQ!RT8i%8<8ZrBEFB$1a~1!e zu9UFMhw0=DDJJgSmuFc8Q24?c99PHE=dL0v^UqJPAL0zY!11R^zn=1-!KZk}$*8+q^T7|cj z8BmT$S%Gpisxa;TeM?9<+IxcZlnPRu@cUp6?-&?} zM7HXiacBoVAdOJOQA3;*@$sC57=Cwqk3ruG8T7R%WF~!{(XZ5a=VU>1U`Nm2pz{^i zwO>GtKy`FXp=ZVcJzfMIpF4L>!n%58+UG~9siCmMCW8UNaX?IH(`H`Edqix21;bMp z=@Y7tC~Gr0S>%7O8upMjUu4G$uod7>MkgoZGyCg^A%kN0baAAG{>AP&2Cx@utLSy5>=?s7^CAds{C+G^Dp6LcG1fZOx z(wdo_#h0%GpCL`i>Wy?=(Kzf;i0>f8Bwh^+JW0zPvh#ApCDKKG_s_$1GW0`N&-S+X zi%*Hokk}4g-z~H&zg~A{BRMySgCODwiP2E#yhcL;U@By!Pa-`3q_R6S$NgY~NFmpE z2Ua22EqU-~e2$h7R9fHT5@*IP%?6GR^Rx}N!9anDmV;o3Abcn{Nc^0}zh3@a=(-QN z(V4%VF-%ZEQbkA#mpH70j+49bH(y0iUaJPmj8fNqsOr$}BlsuNk0086;wggnfaqK3 zR5=ZuJD4uA!J*3WD!A?*)_qzy38jUUeK%qF9ri>W(fE-TU1c=97Njg{3#FwR>m==X ziRB0yNzmP*f2tLzDM{pUoGP7)mH;gG--d$sOQlXBU$(=sqh?FK38L3<>?dZPu8s~O zfWXgks#P*4hdoS`AU*bS8w5XD9@iMCK;KK=F7uBIKpH#>)Ez>yMp4U`FOLg<4}AC_ zdHsO-k!)msp6fVx;D9$ep<*T002@aQD0G<=)HLP9UMVRK#WY{}+H&n+BpQdMYmjI3 zSh8%n*RJD%WQ&@Z`T6%FaVXr-*ee&f+sYGVc{|EblCtqJA+h(fhaxe@Xz$UA(YDfsS3y@P9vP#|5DtoiiLXr`%|s$?bAP2cY=&Hn zb!3fjo%HV7dKGLW9c2LO^ruVh7~YR?{xdABE5tR<@(0@PGU?tFvFTZP`5Hr@EqT`d9%W)R$yJoS?M%1 z>YQrOCKw-s?pN!=zqgD_TH8+h&(J-E!e`>o=%_mk=dc5>*RXPMEQFhxtLvO}*5eKY z6jZFGS@^vPxk^#$crK;G1|R(|Ybj6UyUa>~BPW(y1iHq#R7^z2FkmDmo%mmQtPd0T zjv;{%a(HXEAE9uW^VA3&v`P^KYLOo}Jv486$wvwm94scNvpf2ct&omUVq1bJv0q=m zz{Cpcg$tGP+pyq;yE>VYVSnXkIPaM^0lF}1%=F9|Vs`{=n}~ETUCQLrJ0XQ86Jk_{ zSB}n&>k#fmL`3|M{fo##4mo1FK~iR4vtq&`>$TT`Wi|Uu))fE1!f=q zXVtdqaCp+>QZzLII`fIc#pUAEmjmEp1K$jy^q0%BJ8eyZbfe8wN!@3knG&xQK zcACX^v#wx$ES>#8RP7z%FM&gK{CMX>B&HA_E?RnD%(W~;op1yoxd}G|5e`Kmw^YDC ztn1c2z?Hzz0?+()YwLR4DM89mI+ksggV*ar(ocdTnsJ-4DrAOyNqb)MrlzF0A+x4P zUtEvX5xP|pGp}-UiCH{p(m~=t>>of2!=YQC@idqV_zFsr&O9QXMV|Z{G~p&e!Pv0( zf+@&R0kqwB0bP;QS+J~-PQGE5_h_w`R?nY{1mWAeI{%8aBu>K|RiX6R!qm=U#L@uQ96*evK7F zbN~UaoH$LdKYzX%ILS$Ldf?L95vbTq4>Z=nQ4M)HJ+zS@z?ER(p^&*pAoJk@*SU41 zdc)VCmW2cPTB5T$Zwbx`kO#3HBBmBt%K)^9r|u(P-^gHrA4`y~vNh`eytHKT;&-Fm za5ya`Sr}SYp<|#xiC`WB1sK7{av}}oWL3=}d=1pgda}8g-5IwfAMq?$zRKBf$sbwa zC03#jn7Lin1CoVd$0~`TUp+miI!f_!#8LU7aM42Igp1l%S8WD&ple%jEv;aGNpu^GUm zeX8gfAg#Ap91~;B*0!*-i5rGY`GoYJWNbE4ZbMj^3I+gjQZOWp&!Y9!>~O@$lLFb-drn=teEJMn$_-9jyx;}JCi0*4=0bW7^#L%*Lm zwhc#tpBYuq)8oQHFYv7Z@@IhmhmZc)iA4w#IpvHp(6&Nns3JfK%b|M;mUWhzTV%w9 z-cEV)GL{ukkG#FLPI8+PyJz#xc@e$uBXqz}h8YA$F2J9VKY`#OMa zIFlTVcpR;6Mx$vZvh@wW`lS>&J|z&^x>$Y(?mqnWeWGZ&-0Sj|unX z9zNel-y|=maucsB1x4*`lov$}4eWq6Z{t-tj&yI-+J;?-Q}*h%G=h!W8f%NjbPvu} zX57?JS0^>=a4@ux-d}K|4{%H?pyL^ZkvoLwP_s}JL<;It;)TYqKxb0~DP-mmaNKr4 zrpTDhY9|`Ivt_`Hk$prOqKK0SA*yaeZmE?Jjdix+|5#_Z3BWfsTe`5V`iTW`qRtwd z*iDkhk&d|ebI-8@bbc2Dikwhm=#3?PohImOCINu2Vl})J(InDgWMnF2Tp$fGxyZ#< zoZ^w0BJlHo?2{<^EzooIZQCm5R2YOuWeuueVbN1i#UBp;exU!Jm)FYUPx;V%Eua=1 zCUvRr4o;Tufb!r(uIV@#5nbJwkpehCE4-+E&(^I+?vh~%>cQykd~jsq4$S@A^(y7U zA;Mv zv655Vp&-d!%ey&=ndY6W%&R48#=9V8%#JN0#I-6Tul_fdH)99-)WgCy5aJE1oXuzC z9-K%3@sKVzw4p^kKuYhMW4I1Ts2nIrWP-ez)=e)Je~uQQO|%@#htJU+>tnmi%mjTy zGE;4&CK4+YK5$!ssPlZ&OGeaV9sOW2iT;zDo4c*8ZG$cPbna#AocI9_6b^^?}v zDCpr`grg2Ps*uf93W`?LNyt6(yj#1D*P_1g#qVGJCX3At%ZQz&=swK0v7BoXvdX!z$H+^sAgR-BuZ?Yi;EX8CI&ME z{eZBQv)kGXQeE)Z2O#Moax+3W5|t=05Yl)JO{RLp46?!%s1k8rYu4l3yt>1 zkgc(?cO1tMAsFx*$%zDrX>wi6|1%l^*{d6*0h~DJ3I7DS0eqT?gctqII7yVxP>Pid zq5HDv8pfG8M|<^rAF4bXeCI9qOQsO-u53@M69f7$NZ$xh0PxsowiX7u9pBeOdrJT2 zC%{Slv9iOjkBt8e(F$hA^bKJDMx{88T9D2;2<%8z0o2VM${doxL;2({yr3ciGhTos zp8_0D@*0wbq9pu|S_4dmuMmv2tjYVvXd!ZJ0gfU1FG!T&PMoXyP-Y*t5YbnI__~Eo z+R9N~!43$=33>uMAapX3CyyvXGDH}+t0!Fq60ry=G7T!hiAjPU+SW=hw>sYj&_Me0 z-G!D@WZ)4x)lJOJw~U|G@Q83R^!j5PH!P#e#&jzpbe-=>@MX?`&s?}VhW6r-QR_( z=P`w_v79jY$EfMm3?fdZ;;|AT9pL=^Fj@ohPjrL?O@^LFj!Y;Z&mGDu-3Iuyta(j5 z!7sr~fyg3rlE#DALcWNLMxvQ_M^9UV(b=F((cXU70{Z=T4Mz`|%M?NyF9(xjC=%4L zv;$0Wpe_P1KptU#;fhse1YGt8gs+Jj;n*-CosgE5pGpiH z_=Kd;hYMl#?!LZ0s0kN=;)2|bfo#5)rj^<1hZl3A{Krbf(fS%HJ~*KQ?NIOLHueak zv7U>TR@B7&_3aRix%nDh7o^?QaM3Mnum9+ok z#%&?CCtpG2?71MsUIgXG2jZu=c5MkbQ;HZR1I*ySbAejLy`}3VEZiWNs2_vMh0{Dg z2kJX*WozDdW1WG;gqExzPXT?fM0bw{gYS?>A!0w$Jq8=BUAr^`;7P8wn6TZX(*r;? zdNT!x*_HZqO|T@EErWRaJ?7s3dm&kjgRoOJ6mkIxmbjNjLNdO)`zE1SAok^e>6l$z zT?w{rVq%i>jlgAuX{WNCCee}xcO9{DXtIo?buDOmCpr+SMCL{uK5!JqLcxfG#sjW| z71HHE!cgZkLG(gkWaM5FE;HGhIZ%)xIB+8jxZ$ybbUF!W1rQ0q2BnC;CsvEG%<gTC-Oh&As2!kpgF(%5 z>}=A29uN?4HIM71shQbnXl)5Zf|6_zu89O|w8&QtXCvfyfM!HB_ejExo`}zhQ5*2) zEe@++zUpOM<@(pFq&FdcjMJgHGdz80FO)w-gGVYR6oa;y`y%Z$q588Q|5Fj~k3F&h z?OSX+cJ5@LS_)l_2Tl{CQ~U)WaS2X!QvKrDct8iLVolxM38#N%j+gk zo=of3ZED1^>#4XU2chP0T#-&Y9Ct+Zh#XJwqULGbFZ$qNr0Icfy)ZmuwrQxpnUHdm zhlTeAmZum~5Qm5cQ2RIH!nKfF%BS#t0ZAtT+SJgE*_uXh_46OXuD=S} ze?XHLDCaF8((K<}IjCSa2_HFp`0e-@*lrVKVncX^#ZUyaqoBD3iNw`!yVvD!NDpy2 z;WT~W=$-9Omx^fN3985WqoSh6QF>!@BAyD+$b$YIFBmU?92|N+yBb`T) z?4og1(*()e;|AeMyeIrZh#CC9#B>iQ4>aod^@|>9reh+_UKd02LdB8d$EJt0qC_Qj z9#{V|ABQ=AkdUL3VxUe#Ni00mK7Uuy48H2>xAT=bBS*=X za7bypz20R-Ya<$Oj^7zJwH^S2j@dT%_x+tv=(tE6Y+&JAih_#oXZQ|SgMj3V>X}A{ zONv+oHXo!%46b}eMEdR)D=E^Li^E}M zYa^N;(Q`zkbjT+=zkCyY1{e-q>u-=s5RVDRb^*r%i`X4CsCsM~DP8fDNPkJoA zoJID3G4$LtM7+G2!e96)49dJ)pNYyA4mTy4(r6CD@UOdo>tPaZcsns%jaN8ES@)HF zT&XjZ@$f`{4hQ2Cc~^Es9|@p`{f}R|;yO?1xgJO7VRhesx88mkzy>h@C1nD@88zJ) zK8&@IV}HG8?;)n8bdkjt!|{%G7|8JCa6ZON?10%888$)~;yNd@ zflx+fngdE|5%}`AvveP$`N|EsjT$3s0-?Jz3sSss^Cp3{emgW7voVf9gZjfUFLtSM z0sp25E91Yh;eyyJ1pXwe1UPirKK@k>`F|dbPwI5_CM1zlVK^dvs2OQlu!Jo=I`>QA zjpK!~fjGzH{N>t(z+kF%6yw~U3JGMr#B8noM=L7X_4po`A(OfEA6~>{YFB9iw4o|~ zH5fm6>Quym)yM{b4Y2V`j)(gP7tzwI=Qo$oykfj@B&T^>PqPXc5H%s zL(KJiwM`1j1B2-8Fn^H%4;JFfeI2|36%U~$XcY54>7Qb z3wro)IdJ!c7Z$K=e5&4PcksA|*yGK<$%K9C$pYbP`(Y|DwksAcGi=Q;zTCVcRg2&Q zL=Of~fYW-tjN>k}K<@w}kBnaB**=)OoVo_E(iVQ;$l8_jL?HY@5vDU?yT$9(7hcDs z5Qx!6hh`OG`Z4StaIU*gNY>nkr~$g3(ls8jbd-&&OYJ_5wLwUKo%knAmk0K@13@ zG!_?c>eF3F_GNmE%5^ku`slOzts+%5n5+M*-!EG^S<3L_fUbN6v3`YI3k2R$pn-rO za0&3#$dwFa%_BX|K9;cXQLmJC~ARSbH4gklkiKfQ@Amsh@u;saZ za3j1U87o0tB-F`~XHx9QOTDG$fJdgHKOV4e2gXyxhYNibnjH6fOkAXOri7GcjxXDkw_q~Yw`T+;Y~a7_&E z5s+)qi%6<$NE&>5xsm9R9N7lS=!!$F6rr8DawkOU(`hG@)8^(NDL z{D9ZKs6*YfgACi$biBi#Dvo@ZV^e`W&3bsN$aR$iIH~!NQxOj{{># zJ6}ZdmOr}B(?g7ndU3s(5N^@C6=W`SdiFj%aU%^)*yO(IN^t^q`<65wU<5Z}d$?N7 z26skf_F7ufMADCo0Z3cc$I<~;A>9GU7PQY|Heu{)*x?&GZey)GmiMM4@;LK+MSiD1 zyKQJM?2d`bju46l{n5UXR-qAIh8ay(t; zEMp(-oF4Qf4jsxWDjJtp-ih^9|1qp+o+iUkgmcMee)Kpj{J4?E6Q^Y&2mxwTf`J6! zFVwUhqBzX1VUpQF!`E4+;)X}Qzo7+99ohmKa>g-u#DlEWnt+KF2fP%4Mc8=_EQrGA_*8t zLSVk5gO(<;XvQKeOn1l={`6hnxJg~y?^bJaL!8DUbmyoaY5*U(h$z}8;3i6Y*6MfZ zZ?_Wriuew|(VRV3ux+^FnG2{ky%Oq4sEgd$WkmVT%AQDn+ZdfzIR)o_@bBH5TT~9b zt`$0>thErdrVqA-|_5R*P)ZVOETtk&7Uy*#@5 z;`((u!e?C!jgCIcni+WK@FeM9=nFdj^vAhqRg$2PPgH*=Rao{Ip9p-196WbJz91i4 z3;O8>AZo&Jp#nL~EwF+KB+-57kv3VbZ3O11rG~UYf#+Ur$*04_kA{t1bS6ap0H5E- zYcA-Dvz;0-M>W45y?D1@oEL#%Jw$+*+=ruaML;uJ#P1R}3K(mChNT902hA2S5dNyb z`ddG}E8IqUA}~7qP+U7KPu8QpIiRfUNv0L}PDE^al{_#M^aN`CHvBy3&45=y@+g8a zT{0&aZ<00cCP2r-hnWz97NVRY&N>L0Z_r#h1RP>Bj3J3d6!I9FQ=a9gBf1S7M6^y( zIJ?gb9RHs!vnw~VK7O@>bVI1=My6Z3d~Ip50hVI`BN5^<0LLjzdJr_K*#k=?obx3J z?8I<~IPtA%5HbY22lS2jE+7v)%sARo;G{M0ripDH)Z%bADd2GfF%E>xn?(AwkvC$$)<=Kv>A8L$2Dl^XzU4fy$Sff6`^=78^`=r%!j=^7;<2F z4^ej`4VG_2F|UBUP{{rWWMfIwWMB>QEHbYX@R&qZRn;n~aboHVK`-R`WE`EKPExRZ zIp#UD6C)s-WXn6BOOH#8Pk=rm+gw6iTL!P^nJ?6lIid{kl za?u~TaM}YjGYtaQd;ui+5?YAi1Xv1cnU2;r3}A~SMZ_-wb;nI~;X%JjI(baB^v}V{ zr3k&Iz~vr7R)FbW1#(@)l~?rl8MyM6a$uzDJwV@gqCF^?^Y=*(a3}VJn%)HQ9fL5^ z1AvdKY^ujX$j)vc2PIS4faj9-1()gmJt!MhvEnOGuN zh$7G%E>-80@ZCGBV$fohBrW_oYAfx2B9)bMe>OrKhsNCdrJ2y5Z^R@9$na=!O)H*E zEi%>86-1G#fD;HaFH_-n2Cq22*3*#lU&j&;M?T5cj01_dD$!F=lWFkwgT{D*>ZxF4 zgyC#vg4<86Q8JH@ytBAK>}Mk!5MEz7R}tUNi6J_qWrVmRDyld!pfc!B&Yp0=%Yk}= zaDZf5AzJH*xC3+wMS7#kA-K^RVM6mw9GY)laJQi)i447?{R)JPL5SvTahb$B4IlqV z_a|0hHu!F|Mc+qlyd|NBUg_8|j;vq!dXE3J*vuG!cfd%5Z$1_(dmoGv5z4-Qzm&}B zz`c9EYC3QrM;$?JrGDie1u~WvcjJX$g*TMyG-(GH4B0Js6K3g`w~MRD6R>aL50EB2tG-(g<}KKvhh8C=O(U+-C7{e#LL^aLR(mnt~SNG zR^Wn$qwG%l+{F9d~KCxe|es!h``=g`9%U&*CEdN=41D&^A zX2A6HO@3qf%z$@i_;(IF%C5VbE;$}@Z6AY?wZH&kOZq+Le6RJt_LO=;?Ani)i)P)jtNZA%if$`MTJzD zuQYNVYckv2Z?@XQWjwc4vNxS-YiNPL+)cTClha!3jQG&1LJhGTTS9D=^e`kUYFcKh z`*|QbVA75)p^Us7oaiVjxZJ!w3(%Hh+x10=!O>z_Ydyk2O>BXkDdh5(KAF=M31gYy zJ1foGFGC;_4>2uBlX!I0!RL7e!It7 z-=|Mw^YWy>UhR4&W%uI_@4Hi}-S8LsR5&+lJv!KGj6Iw6>)cm_iAa*OS4CcR;xo!0 zpI!bI2aN^~tRf31-&>PU!S*_g0N>I_$w?ZpI`O@$;mx?vW;`Q9e&K|t=b$$?B8K2I z%;q~TGwORGw|_SuFR$Q+4PjEp7^!tNTCa7ykMR4vX*pr+Z9n2fNBc3B+a(ysWF@@s zN}?X>^w1>8p4s~OeUuR9AB1pGc^<+ytsh5F=f!!`mRe4-;UT*1v5}ZTlX&v({>#Wa z4jreXjNWVc==V!MOVAH&+){f%EZ|Iun<)AGD@$*eBsW+%oaLd~Gz?@ChF5-Fd+zX| z>9b$33Mk6DV`OnMMX_Hjw>vnT`K-}@9)y%U$L*v@I(C-0)| zKKHUhlp_wxbk$PJsCxSWmV&At7K(CuR??mY)SXMlF&%Ay{i<`IXU_e2`xq6wUHSrQ zXf^Fsj@wDhprX;jLxe4M5R@|UkXQG{gu19h6&Ntx_4B6%5+;Z@{4eDFKKRvX_`P20 zDfj4O&w6ZrQ*Dc(Mx&?!GclGDoAhDGV0XdL4fcG!05!w{jsR}(huK~nl06{_2}tvG zE8f0UwXlfa%HhRQqI&r7opsJ5YDYt)bwMju&qx~)t6uLbyxcqS%cIFPOR^p1}n)!`>E6%9W<=qs%k<9Cy-Ji$i z@^0JTkhUdZQnsP=MH-TPGe*KNw1N7w78&O%Hns@pEDm1jFIvuCG@K(ep{)MK)XQj6 z)==OjGge+a&-fNfTC4N278w#H&__R{o5WJ!y-KhAMd7k#jXKjWcNJJNk(V0A(!l0I zSEQ38HNmks@${#`+&wAg#5#PDaDkA-gz{+!!pX3t+95jCB5etsP|@n9Xq7x7^2I__Ft zfBGxe=lKtG8(KmwyJ$A#{J8TTUQ3_+1S7R*1=-`$OYkFo2S^wilGf7e8ixx)Enaj3 zW`l^Ee~iqY#bN&mPqwn}VvWrBIk0V7k|I?0QgSUtJ0-bYV3b-9bS&Wg+5V=qn9@v~ zTwAtnOR93gFqXuDyy0Vvix%y5w4iL3=qxZ+`VtfpL*_41ZW{PmKvyr&o{&F1kc<9W z!HlnG#D2BT{k?oQ6ZvX41cRS2tziU$QrZVd>M$BB^?cz~UFo>1KKOlrCqLO167D7K zdv@$lLn=G1)F2Mi-3Iz7fm?*DUn`_Nh*ouOZW-{YX@;IS($=7Lbvs!UNa4vVGx9;_Z%|&cx>{9goTvAM)DvgJcQhhm6(?; z`?P4iQy4;y1(0oM5T4)_3n(!!S)zdfVJM3uk&Xy)E}^P_c(w^Eag?YYdp-C5{``uN z@iD21@IH1bLl6BVL%nZ~rD9YxgeS*w`3=yN0aup9kc4`q=kIP}C%_e(NP z1|d{RbCG!Br&2PABrzQhBmk8U1Gu$sFs~fJgEz;3Rtr1lcIxLJgpW4iuul22`k#6eyMp+3gD<)>p!XYoQ7Urtlmhd?V}_Td9 zP7hD3Mw7b*yZWDBkBjs&Wq!-kwqk+Bn#uPS6(2c`ox%}-dqCy;nyeOMQ2_Dc-C&`G zc3>P0X~%naA)&1Y1S@|2a|&CUh5#R596&-uj}Le~%J+sabtn$bGcXJd0e5kF{LY7l ziTgsTGI->zpKXp^tNCI6CCtWwCBbl@z?7s{vF+K%>DuCg$2t&^ykn#lg%*&dqUvWTfScTe!p7EG-Hcn+y}=qMpJP9SVv0VbH~do0S3P-=b~?NDXmpl`WSwt{K<#i24a4M>v6MV& zI{%3zGtfD7XBEyS0znH_OHe`IdQW23H*a2SyvWi_>~tmX3$K1fi%oyS-kL&Ym5yb) zlv^T2uXn-8y*i6pH|;sFAXZ7H`ELL%Mrev+D;v*E={UpZdhHDEvbWez`ROWn1aJ66#Mbe6Td~! zeXcTm{e*U?Sa9HXU@Hsxyo`9K1#MdH!B3 zC8e8(MY38VVDQ@wo@DB0ko7K5aX2}VdY(fwg+)ttDo{tVpLG+p%|2~a`hxT2H=A;% zOOw>%2H3=CV((&C%O$Iwou}2J+G@q#GXba#- zdMPKb!!gXJ^Nh~dHr=iMJrao;;KyQ7H6TW7A3W$$bvBI`5;rCES*T)84kDlSsl-+Q z85xjCB6e#)75-cA^@EeYuN1i;y;8gs)7i7{oup?!tMU+I+fLfPjhFtT9|CcL1@t;3 zCx^LYd{+p#R94pb=oeO5eScITBV)0~i;GBglLxp$ix( zQV%m$>^l0gH*d7JOwgx zaX=C<_9PBBh`5FQfgGy&Oom=VA@F2=e*af@W$n8kp#qIUF8k}vT5CSU zP6o1%mG3d_z0n#=pLwz2hj#0_s*lc%jLoa;RYno0hBnb+^tPpi;_r}#$0N#_gL9Q~ zo=S&5)otvw1)g5 zbH6P5Wpl8=MZ)eb?VH`Xjk+3ZYK~*cHeM>6icUV)oMA;vv&tUVO)dCT!(g!1$?L=m z4{h%1TAuzJIBa3wqCs5|x_!uH-{cP;bt^DI(47p|Lmz=D8}jgS_m0Ga>ZuehtVhfn zDP4ISo+n1jI9ZCOb2d$I%x)U6IJ?is!~VsL0UIq3u9J}db1f0_wxz4L%b_VK&*)lz zhWego9A1j#1$=Yt6+wQcjfHOW#yp>`P|aPGykKjqiVtp|9ALxBlWWO~r*BGo`Y7Np ze|2~Q5H^XF+{LrxEEl)_W`GcAPkw%%W?KU4!?Y&e{LcbaNz@VShGV~Uuj=J>KHa_k zo$4i{@E*o`^_ol*uB#VS+!rm%j$Al@%j>Tdd;*!_fK*=dl`-};cFxZib@W4Q11GBA zo;qy#&`7<81w1GW>J+dF#;6PN^jo*Fvuo2hD&coABuFM97D;87H$|J`= z>zfSafBCt2O<+h$a-c9hRr4eLvdfi!W=8~dZfGtJ4Gi3*y5<}Iiu^rmD zjx8r* z>UYPCk;d2U7OT6lz1mWH7$tTeYd^P-8ajJyc_9R~A90A(Bib`ASkRqXzE1dCrd_9U z{!sCfvWE%`Lp&tP>eY`o_BC%NS*iBJ-Qmkddz*Gwz4N2ox-MEwI1l7>*~0_?6E_Rg zw6*=2nVFT(TYpK9`*yX92Z!nBfEY&A5|ZWhIa$Vyy&1K@-CcR{I4eEwrxd)}V<_DC<{!?PjqvQl>mU_$STIP{G zx!Ljri+jfW!9VB?7~Xh*Db>;z1GgB{@i#?)-PpHp^75Dc4@$Cv6wzBi*whAxy0U#zg8g z2->2EN4$1|7P8C_DF2gCdYXkSlUv$GN;Sk>sap-(mKD+tkBp&RMCh1kF!$}7X%)!k*#&D$Lq}>+@9E&4Vh}2;Zr4U))f;d@l!Zezk&9+t}w*p z4=*X2rlCG*6LA1d(T#_CiUn? zzaS$e<->iFhPtWjxBLO!Ptb%#*V%xL%RD3`JvaF?rvM2T)>-^R2PEUJd@qWN{wrx8GnUo&9 zC!rrVXpx197lE`raYX1CJ4fMq>$kYm$CB*OdllQcPxtiK{z{nDb&OP*U*HXI+7~AS zDR_>qdw-?^MQAxUm2Ai0j}RgDMMVw76gu-%ObEMAP-^GFi@wGYFaFdJp+TY zYHLdvY&Pl~y)ar6dE{A@kWDNN&7tCp+lMSyBZs}%v}iQf?!>3Rj25ywu&oo5Je2I@ z`e}fi$|S!@trl%7X-N&P&8g&Y&fnMklZ*D=Z5H~dr5}9!3?s_UzoHWvj^y_NM8VV3 zyM(yHD}AADn(KQ`^B7ZZo98p#^y=iBIZf>@RPasOyD|Q5Gtud6RJ4EayP zNV|^-0ElfQf&}pdNHlYy z-NlQQeT%Yv2ujK${UkY2fOf61SL1iJ`w2{=8DQXFC@ zpou!DjP0R>M4N~u1VUVUFTDUV76W?960Ld{CRVv!yE*9PJpX8#q%Zxr47=nng|3B$ z&K=*sBONpRx!bFZ%vUrA^&Tke{0hD7FUYSF6Z;r_8Z)6P9T83(%6TrI18a1t!9m33 zIrFugy%Swt2g4yGff@jJ5_04xq)4eP#@ng?cd&g0ZM8`I)p)f2 ze^i`eLGR0&(SWA;^L#aArVYT=w<$UP3^0pNJ|~y7q`+IV`TR%UzxV4Cl_=Wzy6!y| z3|f6PL5n~TQeWVFZH-4b3KOzZfYI~-oMT(LQe}Y`2A`CbmBr!B^t9xpq4#VQrOP>_ zL*9|M*Et>zb(t~`P~mO5dD&cb9oadZ`YZtigm(jtvaYgV?@3WHurq+%j}Vv>EVl#v zQrtZ}deFJuh&U|{1%Ud-OOV3?5~xR2n~pb!Wh9JtEi`^+t-IE@1C>+p(a?njMOuRs zA=xLw-g@u}Turc2==PgmP&rPQeq`}~-xHthFD#Jt#m_$`j$v(_#uYb1ai9l9du&M7 zJ=wRn&@IMh^hI@!yGL}gWPh7+N>)URb`-sL#hk)rZ@}jN!rMU8ul>7-X&LZS-Ga7u0y0eee$pe5@;>aFn`C) zrFCzE^o6897ib|SMQ_9p-Xb9||B0^>g1GM^{gbsLxAOH~_GdG1<aJl=%x5-xH zT@lw*j`DnYca)u8u7TC%I#&^)4F@dNN4_r??X?Tvj~^ENpNk*U)!s|zW*Fq|m*9?r za>OQ-KaRH31xlqnUU={m!R&U)m{_~N9=8a3ct%i0m{dD%J+I%2wjCsSOVaY?A4c0V z^K%vP8wMTtg>_Uid9o5}%3A2%8xjnUveU_pn*89jSxL^V$r?^SopZjq#}#q^ZC_gVN7pte2f>G9ZkVlLC@gh1nO{eRkx z5bv8h8DxRt)@?ABv+eVUsEf;yah9TC00o@3W<$^3zNn_$#754o>`^V0`g>MDhn{M9 zi0dJHKy~H)yr`(7`!*+?6;s;iFq06siHeoIWgHerUh#jF0aMriiVc6>Ni9Dx!5B|C zWz{;om!_ZPq1VzEYh6jP>MdoEJF0*`yh|ehU3m%8U~?j@P}laMqNTlkf}QK73DhP$ zUzPENN{{s`Db>xAyUW(QF%$CdBY*>Y-ZVMkWnCnHTDEv(kL9PKwWG!TJfoAJG-rM7 zjx}9%kLOfXk!kiY|M6aA&2PrG-$y)5QdISq)&av)`iOestHEOK_KG(BQj67ke!i5=1Qz|4wp_mHYN?O)9=~gr0e^QpWbK1;Ess_*a zJdHZ(x+tRjZmS@nQSp|tpevu@XEptI9m*yvh%$#RRnZL1|D}8HZ z%Ru=i?sbf-vYP**%<4(^8WQ#dwsG`?ukCHtqVd2~?7Dk1#RAz7KGnDsocQmeK`vwC zOmS}xCjW(q^!(#^saT_1##h8IFEsYwNe(fKWyPX-9JKf+$67q7MSPTe-tnSD18nJ^ z+lsEs(eCFD<8f*-v#@9)BM?WgT<6c9{>_V$NL)cU6)zrig*;6a$*Z5{-7>_IexWX+cy8|mdj80jQ|%Vd{DiIApjT5}2P&U0FYSEg1Eo+$hKonU8^$Gnk zzYP^=2cg@dp9vBRDR+znu|68wIR z)TQvE@cF92ZMtbseWxPH89~t{;Kaue3h(#MynbutK^E~UK}oTjCmHB~X(qDN1ms$~ zc}kuT@IyqvZj>NH>>bwg926CHcIY!r5)YcMHAxm+faik;{=7#6#7O2dg-l;1ztAhN z1~seU+q9k_2Hn69o9mCM#j0L3N!@Fwu`B#xH zpmo%f<~e&j$ctCsiA? zg8rW`K`p5C5fcAVvJjGT2R^EZ=JP5MiWPZDIPr|Q+7dAao!MT4wL(9u+bVISpj_|z z^LeP3g`Ke*@}X|X4#5F!z2N2P`4O#@&w;5tX^M%>hY+TE>&m(L_1-2J8r**s6NANA zo>wJfgQ$2To8AD$lk4A^4i_@ymzSu7L`9QJchr6S2n%Q_@Q|wT$+K-T`^`?<%#>EU zPkW;pT6Qrx{2@3nI#xJsD&Eyvs(v|_qknlm5eypHHuq{-8 z>Pz|fae~-@ypAcH=@i`>^y5qtbAh+L^A$J#vBer9`{qN}eH=}z2e#4kv5Popep5eO zP=uxji|M-IdfD{d2pMj6v~=wE=baYZI{Dvw&Ah8z_)2<^a@=pBsS~K0;?p&;Y9LkT zGTVdyrb=pXB+M?C{dYo?ycM-zL8AFy2U?5f=O%Ig05@Fl!&3a&g3FApm5ka=QWNth zkThpI=Y_7Mw&v$o!;H?*0E{Am6)x>0dB&^BCot&ppjFd+ego>J52kL4bvVq)S{fzrCEX$=j>d?{AUj0 z?2Uhx@a^}}>bIf|1J=9eL&XXgwR~~_smxtFn0u_tKi4>C9UL%d` zYy2hY4KBFOKiHK_g|QsSQDgOeMZ=R8K! z08*+NxQA8$zPzTLQ|l*zyyjZGNd}6$T~RC=UrN$T&<-&h=7g{N(H20_IzNGBVcZ1& zz`M&d$`v=bTX?4Tmp<2g0R4P#XvyttXphX->*?2wvSiF_kHD--W2y}SxLgNw!tgR~ zlN=4dD4VOD^AgH+=hG#UB7Y@Sk`rYtFHezTg_- zxMl21<8!E@AUt?alBFfeIR5(*A5)>=YjW=kv*Hq_lXC6mF+H~)&8za)Yitmm$+1@c z%01SB!FB05!zZ*y6ZU0=%f@%&uN$}DQ{UeJWl?74{@o4pE1^vgipxs=tiX)F!GHHi zmj4T{RQ!#{#_PLayXo`5IH0X3^HS#hG39^Ty8LbOa-zNSh>Y}kV!GPn=)XIcU}$eV zlw--$+WqsoW9sFnN9p|MUyUwPq3qjduP<+^Ttl9a4MTDA!}$d|q$N#Md#`eZanh5P2PugEc%k04Vo%7qUUeHf~>&jN_ zwN35&Gj{c6GBGxe{fjF*R!@$qCpngn&zK^!`XDu*jJa{S5B0i}h5ci&&S60P*MA`$ zl+LCZ$2B@NJx*c?s>w5tjD9lN{9Eyq!M&kgMFM_%O=YaoY|d2q_hNXM3XN{iRHg7| zztx(6=0XKEH%HW!cJ{<7%@iIMm^%WDWs3954unP7gls( zXVCiwHKUyQ<)JEBoSby)wLr)fd5Aexkui*7lDB5IE96~>$4-r_bm(ZCj{59T9>V7g zInERTs6Odi$AJzS*jCO@%cr}o*V2+QN;E`S{ygp>2sBl_JrjZ}fvc(ANF zHEavO&*1De2)zJ;>%@O;KtlPIr{`DF*#3DQ4rf{5TeJ1oFo*FI;io~ATVUY%?r}7q z1ru@?oi>7id(eRJ0n{&~Mv_a{%NoGDGS1)85IIE8W=YfPOaCtI-T#2>h$sb$nR-HT zI|>v^c*BOGpQm9m>^D&WpaNK{4)CE-Xjpswbc|{N4_HZkLOD};zVOn4&kbo(>vL6O zZPiAtn3KxpBP3<99XJo#g=*mz(%(aj^_0|+vk{p7K3M*&Z;lBXJpstU&ent^l5v9j z_89|Jzf@uS6+o%ZbXvVor2oQ<#V`NW_-=vKr)g3>o&kbdLmUCE;US#sTT}aSvU^8D z?bTDVd|$oc<*(p79OFKoMz6RaKy*;-A9F5t)uVC!cCT;;N}uV>mm+uOW7ZXVTxPYZ znwzXmn;WzWM9~rS0NS{Jn9w7u&C%>TSW2w^NnEHaYeR#FKsfwQ34&A5gB#t=t0;&T57=t%Wn4Ul5)Gp<=$?0fQeV{~ZGeZVD1o3B$_| zZTr=*zWNJ~+x#xfTio8rpy`0752pmSWoMh6Wan?!T45rwJvigRU|rU(^j}W%A@bXu zA^n?@!V@opS;;YDTzO7nsDBxZAmwwO*5ZV0lPw*w%winU zg(0FJ9%zuCjn}wvU9oQEn8mxy??Nf7`7#st+G`Ka42p8q=0`;@>yMOkO$&-&Kxy7u zoGfi{JLOB@$HK=mv*bZ&-fp4ydgB@#S>vs)!q~crkwYPrkEd?pp^vZrNn2ZYiqc=< zl3#T6D1$hnJb4lgC&A5I$$FdA72r}q)E5u}vyG`Z`8G&)p>+Shi5KxJ$aMu1s@wnk z-U~XRe9h{9A$~f5h$wEwiO~&;KKl7NJDvmZHmBt;TIOW_W)kLOe6+V1x0>#4A*6)u)3^1@`vT<)pmuMc+ta3Yz*M$>~>rbsqlBx@kM z_N~6&mywI(7KB>;*77n?h@O)09MV@X{lWFc_UGI;PLe;gIkLXKjwkGH=uDIeLv3z^ zUv3k`FZR3EAiah>fflo#57oQ({cU-EG!`#H^F6tL6EPP3E*6gj489VcwhNhAyGx75 z)u*^8(6o|)NXfRdKxf77+Ei?jf!7Tz8h-~Bi&0cT>Gnvh62mGH!HXG;K1%WHyOW37 zsH@WtYr&gNPEVtQzw&Do!-4+hVA_@ zF@wz^@6UK|>RBZC!pO=n+W_ephi;Ja@7CIfd0Yc#z2MC76 z(F}>^uEU_faq``T@pckO7p>1vEKB!bHt0E+@emar98<%g4h}fN4~<3Q#{z@R)XBZ` zQI3)>!&$`6&K@;0;{+HTvdiwrht_S$Xa)ZPafm2sJK57>L#w->r4vHkg|e;|t*6QO z$URQ<63y2J^JCzq9E)FV(OQuI-}IN@o;^A+T{xTh7reWFPq}!^PMGXiEpn@VHZK7!vM9T${ z7&lNhAuc5-Dn`MDMFLVOWRVDNU|7U}3l#L{I!RCWoYQmqoc6DrDAcR>-tXS;z4!b5 zUYvtJ!-}yi6NBJh%4-|n?vYoS0g+|1!o<$*Z03nWhb|k~t=c#A=Dt6zNv40Y1}8T= zwvkO!qhu@3M2pi?c?}nCXa7e=PY0uYwquqfyVYY>c0oYtsoZ>Ll^q^e3zLnte`#XV z&-YKWs&%(s@OP2;R2WKkXGX+zxs%3MtUi&&orbDNI!LmX!pgoQ;O>PxJC>nJH8^+f zoatHkh2?Cjw}+*<61h%h^6Jc+Tr<}I@5K2`aMYn2gF`C4r&=?haXWIrFDHYCpHkAC zXZs&|ZA`K*cSH0069QpdG>%b*Hpi}n|1ZHd)8iirwi-7p-)!fqGYqgIm?o?kj z1}mlOoUSzB@hy-f&sS{*SsIw;iksGV8(MC<%E$(SJjl7Wq!7e4>gxo8E5GozpZlLA#dwhWK@ZZR6lZw(9#G%d%B)OP7L!qlD( zH#Ymdg*nUCEnDVzd40zYlmu8cF=e-2M+Lnvb?;_3`_gB-4Kcr=zK^kSI@}6n2@R;- z`}gMs{lP0WSvz$noBN1#9v}2a6EvNqsG(P;M)C;N)EQpf%v7Va`>B5Sed&8GV1Xli z@D!0UV96NZHdyQ(_`9=Vm}N%CLTD@b^VwzGRm`1_tySpMPQrlk{-X^LNEV+ z-bQi{SVD7UV$~Y0=X#hi3MF5x1eCQJvoY)Fg{4@r`F-Q})ic)zMo9(#hi`j&d~j4~ z{}o;)#v7Xd?6vMezfE6%y%O6lVnKLpdtg-P-ujM^cn5h`9G8c6GdmglXeO+`vpMby z7VM8V9~#Q&FxPwjtL%hnh#$NjKHXZLh0k%}o~ula5dpG9dEpvo1bp| zJnF@E^QPe>&IYPD@;2v4u!e$I#{20s6uSwz7 zoFM4Rz*NTHzt2>kbo9SRmV0kkQc3u=Xye5-ty_k1Ay}fhKs2%l34=7)`XoJjukRzG zS;gN{cF6C!8(kNFn%95*@1*X3`YXPyfED7L4JEzObNME2jkH;ycigFbBu}~XF@Hj~tjMa5 zby#;w%mG+^RXh`mqQX6{0o2*AwAq~r?q2JhXplErzC)|)D+FZ?tdMAG z)E{(;msRP)VMJ{6zQz3S4_#><%dgcnd=@d6bOmkqg3AxLM)s7KRa7vfhGp&+I3;M= z>c{~~LC(|eIK9_1=x)hmS7aS=m7dNC{M%$Y(0&-qNuqDmajLxHil2(0SUn2jg%#g`A`IGrV6%=|&cqhqH_x8sYBr&A=Ltku}iZcvtB z1@TLV!gdyI2kv1y*v9?6T{o*9l-&mw?esQy1p=t_{7)Kq@7x>k<@J4x8F*AkdOUn9 zL?4*yVFMaI0X-s9SO44-_nkD7M=~}HzGdGZ7KBE5KE^d4Otku8fnilpzQuW6TZItr zIWBNCPZsE^q0|tygs!jk4DsA_-7a>zh)oOC*k56`=2ZXV;jd7k2Lxw>+QtD&K$k{% z2DG%aY|Y>&wLi ziLolE2%Um;73K``jj^v zz-e-kM1@k!iga)^HPr5-!`fE0J}#aJQOZuc$~soal%lQTSgj5BqPQ8>O)qnc;_BUq z%|PoF+`#Ls9$hGZp1Xxx)D1c{RZ-#MQ0e6XaRv?bZ7!A{4@G#!=9YT zkaYmL6#`}Wr0j?;{p-`5ovq;#Msjlv+1@%gFpNs;DTmld75UDP&_k0B&KmzRXU8%e z-qfyDjDKMMjZzpADt%)s(5Z)wY9XkZEvSFYby}Wml4HZ5Y%T*uBb()s5+iU{^#V+2 z;1QGU?mTSi|ZoR+CvIup|i{4v*i?qig~Zbs1*ms1b&R&k2{S+f_Z}d-O!^s zZN!0#w0KqVeC~WQ^ZO^q;iX9NHKKSe9;7L-tWC=?yKH@)-Q}tJm5y;)hlgw$CPW0S zSl3vQkuEsArb(yMi2_zx!Z8_5M5N^G_gOUHnS+5X!h8KFUox`cqrtTLt+t#~IRxS) z|7#YpzL+r^sKYn7K`aLpN>syV&h@6tKN#%y^I8ULxL~BX_zP4Lc*VhzT9@wA>wE&{ z+#B{S?5srBxa{og$&m(!L+-AdLcTw}&LiQ-l(=m})>v9YycKB})q^R)m8ta3l^&SPn)QU5X+yx8T3>m@8l8({>n931?+J8jC$hfCD zefl+4V}@&8fpf8`5|Qhfx(n>u`;oTgyyG(m^G>AZoF)Ix!VgIZl31j;IQU}L{GKwe zpkTMg*TVKy`wf%m*Y$hn_>m)jOxtpV5c9{nyp?`VQaiy;@MV1LLyt1oRbay2UAp zIx12-jir(x7^BD0LDtK{Y9-zGzT>opg5gZR9O5Ao?eCkA z?A`a9!j_MpswIIRz{(@%gCecjlaql9&)&)3X}Wjo7u}25a(`Sy6X#pN>E&7s;1XYq zlfH&IP@hVzU)zTmX>4jB%yJ_hjB8mGpXzb2aCz|4+VgZNPSrWI;pehLL0)#vtOgE; zU8LI}y0Uja=o?zWw{xgEZzq-MsrnyTAB} z$U*w`=J11$Njo28RI7K*?l(9kG1{W(b=4l$_RIUD6I{*^_F3;djK=8hu0?^7u|FnaUBB64g~azmf(g_rQu%jLg0F=+%qJ7M6(*t z`qHzfIt$EIJ9Zp`oBnw7z<}>l4w?WNhAUtFa=OUbAAy6GsR!e#QqW6W^f}h|DP8dS zJmA7i^K(mH_2`yzzjV(o3s60Xw8MBp_|UvI2Gj&HN}N~v4sz7x~tNL=o&OBF`XTc9L-^zN^lG5b{}|NJ zit1IJJyF}t#k*=#w8PljHbo95j*gDHTH~%CVNqkpsB4u;id z_a8lqdHIs+&v&Zzcu`_j@F`2CTC3&!r5n{Y7`mSr9wg^|LuL{YimD>T5+Elc>La5dcFJh>2s7NrzgBFp1)GO zU{(g58B*B{%7;|sXH0>AQ6XeNwJ!c9(xAx754<7ASXb255iLw4fK67`AlMt-?!J6m z&+11ewNj6~0=ciDya|a}8bgrNJ+O)pY532LE`x%o2gUG)ASXlr*J*(#A&R1^|oI39)8-D09$ vZ6ia738sH*^1~^VBK}|L_W%1GgQl)GoAeJ3L%h%-AF6bkIVtVqPd5G)WT$o5 literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/dg_results.csv b/summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/dg_results.csv new file mode 100644 index 0000000..591f68f --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/ptp1b/dg_results.csv @@ -0,0 +1,4 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +26charg,102.1946467041906,0.08576447016244779,72.71683462498555,0.07995209903654799,-7.148156,-36.625973,0.11725136452338358,-7.44 +27,171.313708477713,0.09583506472463406,146.81549570771816,0.08751470413881678,-7.4514866,-31.949686,0.12978128937285002,-9.23 +32,190.0950039528491,0.11207762077789028,149.96070686682273,0.08990471319833117,-6.7815003,-46.915787,0.1436810722903569,-11.53 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/thrombin/README.md b/summaries/2026_jun_08_abfe/charge_annihilation_set/thrombin/README.md new file mode 100644 index 0000000..959208c --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/thrombin/README.md @@ -0,0 +1,33 @@ +# Thrombin + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 30.41 +- RMSE: 31.06 +- R²: 0.50 +- Kendall 𝜏: -0.20 +- Spearman ρ: -0.09 + +## System Details +- Ligands: 6 +- Host Atoms: 5904 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 3.00 Hours +- Average Time Per Molecule: 0.50 Hours +- Total Nanoseconds Simulated: 1173.60 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/thrombin/dg_plot.png b/summaries/2026_jun_08_abfe/charge_annihilation_set/thrombin/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..b83ef1df66838b0d4087c2740ab1ba6ea20b8b99 GIT binary patch literal 53929 zcmcG$cUX__|3Ca{QbbdwQd+c!Rnb7vqAi4$WMouYG*ObYXpz!hNTQ)sQc|Iik4NqlX9|Uzo%}~*pYRFa^@&SI zbEm0$+~7~QgC^g)7)NImk1y|}&@XG><4BQ|4DxNy>denS!1mnb%Zu!YogLW2xa)tZdXjT-*UR!qh*K1w27F{(YduW}`UuXGu;s6J!4UR;|qc-ydXt zTV1{Eicon)MN(n0@k9EZzCz2Fv#`iSb&=a*zKT1k6?0^jdK(%VYT)RWK$cL&|LAu%kA0Wng3QCy4=2uVR+UM4p;x0rkPc3W8RnPr*! zy?m*9Am`Yv$;pdFXFZj9zyJQ6-qF*;XlrY0`tTsz)~#D-7e>lbLzJC9Wpy=qoXpHj zC7-1o;s)_6w{PFRxx31iutw>)nphZ(uN4Chcq^tmRz1$#VvPCGw;Ov(T>;4 zR<7N=JXBC!w!wDC#XiH$CmSdo9Ua>H_Gw|h?~hZWF)=X_-LRo6J;7Vj@TDgHU@nJW zOHWT#>fSP7G~KuTc$x15AC7A9%>HM#fS+~T`Q3FPPJ*Nlyg zRa{stpdy-SKQsIj4~6L%t-N*9CKJ>2{Q^3%cz}Ir@0ttFYjH^(;G|(a`}2j_iL%-6 z%v_Rz=UPi7^8R83ld{aRgD8QxYIN7w`t|FLn+12c3pLrFIwhg2r&l-CBB**vG>@#^ zjdJ`F;=;yPn)2-Hezq37ou`z)ygU;Y6(wE}eE06!6YpZyyS3p}Ul{l*qr=zV->+!b z($ZpOZ@-K(Ix|zB8@kE6pl(_JFE1~}dI!ap=p~T?mT^*^lY=eNs?+G#w;apf!Ziw%nui~X zZmDGdxV^!E^M`qymnbUyJUjVrrmtCMQWT97C&Vi%Dx9RbIXUSmCx5aSYC z<(YFWrCt^%76!iMjD558p`kFctTk=?Nw$_+F6uWIT>NcJDMuw#uqvn248G^(<^7(2 z_MYhS=H}*Pg9NpzFZ)iOIg@NraBev>GxjiA%C+m)Uw`?+m19{JP+D5rVwZ@g4GiL- zUhP|+y}`r7&zY|XwU_(RWmpu*W|?Nvs;a84VZix2b-47~pEVHJvoe^k_(#XoPP)Ol1$Jf<-zD(=* zanVZ{p@;vjxtH}ujw87`{z%#@8S9f(iy62E&q4hYX|b~E-_K0XDd1I-KSo7WhW}qa zxVGviO@y6|%@tIbnAlh@H*+#}DX8hmn6&Ooiyn?{{(;&OJVAO7@R8%kk8`?h!zVI0 z*>7mRt*zbV>bg}^n62^47iXD-`}bw$*yw4l2)+Hv)V}ZVnpXS3urW0OltamWRW_rK zwi{*rDn%+ke*9R~!a<&LA1V7i@A*o+7S^ED$ji(7-aY)mtu8e!O;}8fK|(^J;nSxp zQBhG2_YVn6Z(m@Hj`!5yq8Mxoy=tVz6;ID*#MY%s9TPiWNm>QUU{P$ao`IUS_qVTM z0y-%9@BiT!U1c){8%kgELBV~uq$rfZ)2EZ~%Brie8#Pt9ZNZHs8S6*-@lc*^X_T-2 z$lA8~OZDXRmvToNVaYS@1`1@DB~tq}q|+WH2AsdgyD__2Q&Wt2FBKZ;t~cA4HMKBD z-{Li46nS)mu%yv{-^pwCK~Z3BG-G|3`N}t%rsv4&V`GaH&N}AGL^0l^spPpq%dQtd zCE~w-Vb@{{^fSoQ4=u<}if|SZmOS;}mHd)cR(@_aznZ4f8!MhP?nlL68P}wA{0@q; za}6I44AkYJBC#a)hoTIfKofzQNk^J-FJ}w)Q*WQi>=UiyrAsPw3T%5K=mzqYe(;^Z(oR2gnV zhKyY^((m9y50|sjE?ah;rF-wm&>6%fwWco)ccb{<-Rv@(VWkUWD#JzIK9^frscCv_ zbe@~~+ZvI#Ps^w->|qb#dZnSS+08_qO}Gb8&We{Qv}4{QFj$a$L_;@!z0w<$hWln3tCqe*Zqp z&bLKs!bzV3{te&q$R3Tw=^=~dSHjNt+z8a=D^12zvvGxgS{Jxw^X3O>X^bu|E)4Zp z=)VYjz&FxnEw7|J5T|f$`D-33Ntf&AM}vv)F}Im5Qi3cb@?cN*n_(t3exYA%Ok<`9 z$%t5_`V}62ewsXd&%b-h48!lnDDl|eeDF!*VP5^v3$N&Wi4&1fT>RPwKaNaz?b*qF%`SN@-O5YA36 z9J&ABH1Q|@VtVP{r@5#%^!p99d5EnU#jrC zDTn`OXg=*Bi|n-7r^;R2BK(0mulk}Q@sa~g1F6rjQP5N%u!{V%d$D9ulr`>Oa>svz zB7{ZO%@=vi?RV2${|bysxYNH;kF&KnEL8xy-(R>$dC&jefZdxBJ25Lg&9P(0Jk~ADj@hmhRO8=rx{+XywObvQ z8yFaP&W^6HwbXDB|+!x&3>Sr7QtacZ>4vo%Fo!NZ$2j{9)s|r2m z6np9uLfhM|=$9?4`%@i;+tF1sqqm_HPX1CQlY+_Y+}@z6sVN1gU)t`MFL%{OO2w%A zle8g2cjOFE4#B@z}H{bRCO@g@ympSmDLr?D)+Upd`{3`T9?f?%qwux7C3l=C6;B z-hB5?-^}$sZto5%=)u8(v`G1vUS?$A*wb19I`qe8M5G5t& z9(~7)q4+gs4K6<=3(<(n4wp9_rT$t#qLLtxJ2U0U^XHMpmL-3FJU^rLbpu&{N|*)D ze@*i77f#7qQs15Ax^CB`M^^$vLzht+v&{5{y~n1nuNGW$h@i;~D^sq(==)w*$(A7g zwg2-$^?K@};Svn!^aO0DAw015r`*!A!Jpf!N_q32K8+~;v-D>n1Dih0C2fpTkfDpv zn<0ftS)#55z|!P6;PPWHknKmU=C8etl#yr}C!0ezmKst7JbZ9+8ZwNkdCMQK!hG zL_ER=m#tpcju$YeA}%BI$nb3c@88{r4ZtUS4eC@SgjG}y4^PMK2_v)PLXaY>L9g^@ zP0iF@nJiUCMn+n#X|b`q!XhGLm{>&%Rn70;zrXp^g1kNozCbu49beGdkfgPOe}_9E z?@lu}3$~qaE!kMCg%5dH3CUg(4$o*X|INlGar5zG*=zjg?5#I`xV}#HlGW1U-16ni zH7;Fx(Wo9KcdUdUE~8Xku4m`lN_j5p;P(@3g=E*AI&~_-q8@O{LRVKeWTfawx{~1F z;9x_k*X0t=IrdE_-i0~Tzk63%=-3q&9`47)A$}*z=Ltr?R*}qC_k`G6+!C=7ZDgVA z%Iy?ozY$c-QI(1>ai1RKrL^N)-6#9lPJewUap?T_#zxMCnUQFf9;^-^b^);Qt0&&y zP1Lz9zI^rSy$%l2gF{1(AV&OuY0U1pCq0T2@5IbVD#?^&y(#APwxZ>Bj^R;*lj5JbckiBvtnB_13(0#! z<=uvl&@(a$uU}7d;>3yB>E`naXTC}UZ*sq|q!vW~WB`GvxOfHumgi0!fqqx~J6qI( z+1WCKl16rS&&S(%_?feTqP&TcvAEOBi<>iMHv73dZgTyKJzS~kDrTRI>z~Wn$&eDO zRgz8$P3=mv{aIT?`ncj>*4;6==}9V0Djl_QM>1u_+sy+?d8^Jb=NM0r3Kw+q=FO`@ z%TaVh_5_DnoalKMi~m0{F;VyIb{QEKNCJC5r|nD3&b|rWm2|c_|N9f`tH#ailOk?W z>zeM%q{FV6$GG;He(e$aoYmRedmRLhTgO7qvQ+cl*0b{GTXz5oT31|S;(_c0UdzVH zYAEU@loXM8q|Jn&%~Zi}>t*@+8#AwBdRq;*6cIV1w%OUujl7~=yLL6?+V0Ktij57j z6gR-9sZc4S(MCviJDEG6S%a-F`LM{$PFbWIB)swY`{z0)LLDYdLqmHZn~}%A-6WNr z&ao-)LdPyjc~03<)+g8L!6rINUt5_v`1@FIf{)GbPpL{5+9_(DvtiXAHBG;co{`6p zOSzgQGG+3DZitTVn4DP>NfSX*1i zDB3Zrc`t5kvOjk&1P_*^b#o1a$}(X|FDeYnFg4N=T6075pogrVUm^X$Css7mBW`iJb%ZfG98j!WD0OOUNd#oBB?8K4^|HXbrSaRXNdp9%_ zS~GC+@y(i{tfZqd0*swDJ>A_5`}XaN{AuA}WkqQ>*|-$pes7lgJMKUIrP1v~E!n?j&6?Sc>w=>g_|EoMSDorOd*V9-Sok`}yXzt@EGm!X&y2M77PsM% zsCdEXMp~B6^D8zcAD??`Wq7gq@&@V!fZN+bIf~h2zv_j{fOuY+{0!%IWo7Gy>7hcG zfhhe$V~`i}uDHYn>I(eZ{l%gr?PI4){y}q9~CHV zQq;?==2v2cs`g6IXVDM3l1_dZD%6>8kNt&~_d(vsG6)aUT^?XV#yUL6rYZIBaC&Fi z)4e*OBDNA=R?Hz5Ky*T@`h|CqdY zcIunu$3jQj)O;OHG46j0RY|L8RqmOeadfif8b{)?4m=8iu9A^5e7=-D4AtACo@hIk8FM;~w>{R}8 z{)vmYdzTrEl%jze{5VvAEnITryxKn;E~x-a9GH>u-+&YBt6BArAp{8kDX{&g=1LwQ zXzhu55A}yszK)`PD+?T8GPm*it(x>dr0(3|xYapKA#dLxYh@+HaOctThamwjvNYQ)Q+u<)3aaFkm3i~*>jNSqxv(Z4pmKpTKiC_(?qI2>GFg%m z16^HoJ6YSix=i|9s}f~5Z+_O`;o-2ad8UU5+!KJDG+5YUDc2rSdA)P~G zZPn3UsU>6omb4-%-<`K-MlULAawM1Rjo=NuX=!ZC4oq`BCWhzWp+nYC95ReknXx5b zd-6n{U-c5_>+7qpCnj2lPiJH6BWptU$JE5c?mc?~J`Mc&^u+r0h3;Ce*||BQRXf!| zlC{CwY54YSZ<+TW)7JE)t>;>lfC-Z^&v=xbL@|JYP|=chUtcvlQueofa8TMg7}SMG zV|g#lvJV)So+g;vLpUxS>~^{eJKkvCWIEBSgYOm`Qbi}=S9w30SP9i0!8*wy~C zamQ{2I>(wPm!?ivR#sZI6gnO(^M3hm37S~d7jG1u(qyXLiKcDcuH#1Gr zJ0Ye-1_${_$jh^0i-LeFf+=Dl`bScdTlR==LBTfsmSaZ+0}l@mh0^okK6RO17xdQ9 z*I&7Lb4r(CcWors3x_2<{2sjd3w;giDH>#>JN}jx(or(DNQ&=vw_&TQAgu8q@v=TD#HeU>~opZY`(Qz7HPqqU5y_yaLO z8{N~!8R+RL6!HCW8<|iYvJc33{{1sk=<`=?fBcR^?ekD_>9OtBjO6F%Q-oZYrXYZS z1Qvi=y|Had?&u57)q-l3eIJv@>g3AaV!KCO7F=9hWNx@T&rU@N+NprS&P}PGQcr)$ zqWBiOjgWn~C~D|)`s#>?hzq0bJ12*K@}VeGgt+9>_umf!xqb!pZ_l1RpaIo>bjvPu zRx%MIfo1Jx3Pop@WyOluSTv$8fdhAXu~S{Rc=1|ksoMPH@2kWR!KyF3&_TOOP%RiU zyW+=>wHzDvSKi%nhT!VS-=Fs;R(I6g-f-crxb0&FG+zO4p+t%BdsF*J1afgyt@ zb1@3Vb+`Z!%~Phu#KhJM2~i-Ah7X!dj+sO~d$w6=`}VF+se1TwO%T4Z@oqf=fp+fP z3Dd;WZ||UGsV5T!6C%24gLf&)P(!L7ccz!1nrFHC-^HuF^$D+``i6vroNUYp*B97w z=4<7bY;&=)y;@o{l+)iHvrsTCxuMlkrRyonMgOW`-c3$2=83!fX}=hJqQU@eJDxy^ zZGRSKs`Jk_%X`jVAlfWM-Q8FW57N^&m`qO?wxk;f7I7THgxRlXEakc|efHV8pKGzC zDgbCHp3GG!^vhSQxO)Bi^~RIV`}5DYg#-t$ymsx{1CNOw;{}u?x^|O{_|2!-zdk%f zcjn9)fBT$u+g+uhcl*M(vc{fmyb!;`Bgs%;+;i%SxxAuc1;Bppxt}UP*?QAMEkzu^ zfByzGjt*{@oS&7ri5r8DcI_75woWYSFoy(Oo77Kmg7xz9Pc&T2vk$OP0OfbbdUb{m zV#d@CULNaY*b~ApF?W=ezOcBs3+OT8lKS}QX!&4Mo|wphMZUvMfMjcX`|Ee^a1#3t zqr3@(J!Yh|8kQL*h5V*Xw>{LfxBR!v>FE@@32Ql6cwzn1r%#{QR52I6cu`SaPJv5D zDg+Fn=$!dq41sV6UNtrG!syWbomX=Cd=vr&v$po(}b^3Vap{Fj1F`k6x$JF57bv99Vd@JZS)a_eZ0 z6}vua9OwgbCN?3BM%pl&$ewn18Sa1Px3rde-3$w3{od5{>f1MN4src3$?abA7vIIJ z5^n${!#_D$gqD`}0o)QfIXU94L65I0a_+UVwWWh20Z&Q8>5$vGV&|6(Fe zS66jt7m$;2oif+7;%96hwp0CIBA6nN96d_vga1O*ZP=8c$($8Sb7n2lL*I`(g&YV0Ib7QdSF}~%satC3|&n1!lI%?Ok@I0P`Knt;VyFCJ8bvU)brmW%Oo(q zy{1_I$mOvzmq6aYx)4dTEUUL+>j|CmHHa>`DLK+&h%4bc<+=_XK6&yaf&M_ZT906FnC7@Y zGd4@Ug1UGTCJgZmVHOf}5>XSYRz`pHOK4j(I|m1i=L_=%6hY-Ey?y&+F7RQSDu-;_ zJ}__-UUB{|T289E= zq{D^B>ec@~z|`++NTgdOphAEC{CVkPB}&yQgmJfj=B6{<{BL+pL6o5>PkJg|61TF0 zYkuwf>@y0i(bhdZJ+t5yaMOSC+wWicM5-RBp-prCS)Lv4PZ~=xIFe$GMTLdsRaFcy zZj`*{H=~R(`uODGDai+1@ zWZy?R(DLgyZ?33#{aS3sucx3D6?hjbJtV>1qU_zpazSK15#tfq6Buf}tn4a4ugJsO zx0Qt^>;SE06yh5NlCaz5()H$6VtV@Z(a{T$_uclp4!1CE*|G)um_gz=N@k0!$9`DQ zc!R;9vu2W&Y3b>DkqhH9ae>h_hw~i{J?>U3tGv$~Le&qL_d(T9x3Bd+n4j^mM&rmH zhn7O4r+3~*S6V;7_eY%V6pQ=y{;l*e=3W%rh_gW8WsBoCk9)+|cOQt}0n8T0B!pK0 zW8L@e-MhbBOj30tJ-?heeL4tb5(7r-vox3fZb^WAod5?UsP@0vW2LjM_yjy(uUt>5yH2 z=A16Br7SHioF{Pvk-Z^zn2WFz-`>s+XZ;-RbQw4cR$*Q4BT&?2r|#O>x!we^=CxZ+ zUn@A@)>+}df}-~5tmj0}KL4oLy9&09@7}-1{(lRTqV7*bcSGWC#d;C0m2wI23X*mi zb*CH_%+rkNwpuR3Qniah=lI(RUSIG!)wS5k0ucPb!U(CX)V${J-_i5_UdGYlt(bZu z5^ecsEl!>~)j<*#Ha5awlFZJ|&MO5}IClrEe1!zW#~e#_;{G!-GLki5V{6;d*B1!x zkeLs_N#l99PfA5)?WIeXPJT>cfIa?e+NCB!Ov$C6Q^j>K5S*LLAqIvH?4hH;d)FMi zyu8Tn0tJaj!G<2H4ycwqR1p+q1C^$Uo-aBBD-okn#zMT2vBYpsQjqmF5ZsEeu zc|QaZyD&Ry9jETI4psXaB&x=xMK$m7@9=C&>9 zoL~#+(nMz)#O9AM%5DI0BBjJBJL4f4jicAzyqXsfV8eEz+?Qr{c1#3`k5zb9@@=RQ zd$7`TPk)ije2PW%2GzLZ*DrdE8MZVsn;`9E9LyE=^zw3c*oMEiwzev{4#qTIJKp9s zBXFWV{+9Qj`3?kn-e7}Tznm7@_kH`eY}3pu<>eX#c_W%}9V`P|mG#M!fzVflL`CV{ zhFf<2UHZdyNqVCj2`vaG(Gu&*sQzatA39du(!vixNps-qqg?y?bwn^g8U-k^q~)^W zy)9=LQCUeiDEq*p3JlN_L|FJ2@MaGZGzInG4VJJ!;vE`#dMkYXOhvy_&4np`!PWH* z3bq2-^Q`0y-rwEAwr*Vrflz8{>%f(_gDf&&NQ3#d?KhSMA1B!oLslne=iBr%iMy}Y zF5d5%8N0m~Q-_|Oq@UgZB9Yk-4*d4$U!K`#C1xj2Zj6$%T!qR4a{8*dneW@Z20H)+1Xhu;7^i&d1_a8Vf>d)?DHo>Lqm8Gt6N^U ztWZ-^14UF_r{)zaQ75*E2sfsS|9)cr zpGRrtvQ*G2Nfm&WRUIfL6VyqEYE9D9BwLs5%b<>gv5c?i)6w^M_82kJpYBws@D6l#CDl1&xviM?Pp_K{yR4 z=E;T!G&@j0klW%9UBKjODDiOa>+37WvH|&5Jyz-&Ykyg}2*E6DcS6f)5f8JQ2KBMV zlDXjM=m#|elFz%?O)FaBcgP%m<_pdM)VAUI9}qYK0vNesUMi)<>0uTGu_qIrEqETBnkXsHHwRi_x*S-1$jKB zwtFU5aMOvEJ5*Iag5NHx3W>2&Hx6M5_;Pjir8{Roua0TSmsC02C)vo&*g3uvz8kV_ zZ-7b~AU$S!0rnym!-oM0i;c}}bba*jApxUB3r;J3*kHqY142S@Bf-pwauhoEt|DX& z#7=nQ#^q2TqE(1>aPY-N3Gkl41n+q!toeY@(A9)R{{AFp3KU}5OH3WG3XOjWKc_l= zr3(~{lRttkpq;mV{rctkJaIXAUXi8fO6aeMvt4j<+J#q1;)Fz|0JeHf1b$T0q7k{* z0W8p%{2TK@+q<(3P+O}3M+u4|Oz6dn7sL$$_6)!y?6S19G~Nmx1nJ7ZtV|uTKY8r% z8QIw+dI!(60uwDZCtrOAbQ-m!ytQ>5!0;7J2U0RH&umblp}jAIfU(i}2zHtV(A(Id zfPetz0xw8L7l(duVZ8y=a$`3igLXoM1Kj*o;HGy9L2A<^BQ`2gY5DS!S%+GrCUp&p zCe~_rj{UWdUHY?&Hmffq@sP{Vk%bD4Bi=}Uc7T6DMS6{$I(7O!KsyAN-J$DLFZ_DT zmYU!E?39WBo@>sZGEFv=c>h^@MaV04HwtIm{rjXg1Ka84w-q|lAyl>(NxuuY$G(2= zc_*^42r`Fg>NMtB2Z0eA}vj-8sQmAd_2(%ZLNq%Gn{9U~*5 zi1t|l6&NotFWBiL85bTCgADHPJ}wRpI*2_G&P~p3{P6oGqn4Psc#>tAxBQkZS{E+J z6Ho8CdisRqpsnTFe}X8j;buet4u5M1NVOiG;oHO-E%znM?6tY2mp`V6x%d-ocNJJs z*c7DFTDu?a@@H1`yZ_b+AUerF?&ucyN^c zndT#W6X2%z;D_2;W>kYPCOfSTaEmA;6CNZdU&XFRL-`P=oIJTzOPCF7;3^=FEkr`a z5nGTh<7VWAbKS>m@G@&4QTcnfV3Ga$YJKX|4HOkvg{xqy8lHVSfrMu}u;MH#)^Xb0 zLd!`eK_(y$$)_4EX=z)%d!#>$UN0`*PBc*@>?$BqQNrTlg2}vW%rHvrr}K1oR|0pk zK7U@0TB;BM=jM*JJ#yp-UK=9>K@Oxw>+^064mt$$C{UdUATiL+JD=x-g_pL!|LsB4 zE&mnVhKaivHlJ_h|M201p}Bdq#k3xHc%j?Kx-=+cV69}&!`6E>F>(D1*CFOjn>J;R z6I;T`NpXH=M9$;As`nxf_DBtU$Zprmr;zMBK1|S zNV0K0_QBMa-@N%6gamLDg65WA@da2(w5<+NUS}RtUHVK?bwrj32J9;aZz&A#>dsuZZk^(cSIgBtlv=0(tLNwEov!YCd1*@2j+3b>+dStD2oK4)4z!)o5nDBOU&SS&_-|crs`cxD z?=LSG>|=bURwL5Mq{7*!xk zo&NnscP9jv?}d&ckbOq`K8lbEctwcd7N@#p3=HcxZqyzxMmdBzB+6@7zYj4hWQncM zoVf|j#2VGlcmX2Alk;tAMKe#hdvfI->9$!Cw_bvUP9c($OVYIb!Op8seExc;q@+-0 zIpcsrtj?Utj@XLCx&qADBK5gL$9gaxG270s!?#>R4X=Px4ud4}Q2a)KHTYH$7T4Vu zKo}<+Mxd?`cg=fg&K`JMzr#C<6MNiipg3@pWza8lhVt_B-yps~Kz51G-*pNK3S^fA zKDrJvC5*q;&to04P!2vn%|)D!z`*556N^BBCoch;sw2RD>^KyY-N2!&a0OCQM4<)I zfzW|eXqcLsCe|-t+{i6^FAQxXFcypXd%^jHcdD%@^H5qUa4muYkriKw8{CbjkoOor z4n*ABbO6)`!%40X#w+|0LemaeeDSf!M=*$Ln4kT^mDWEOLH539*K!*!}T+xn^(H+SH zu3W9Y=nKmCODXq&j_ds7DV@LAh-96cE*Qs4RU8g|$>JxX`)36gzF zTXYvD4|3BtAOR&_o*7oGJITw(_ZpTl>cI8*_;nB%Ev9YlT+dE_5qYqHGuI@0B`f~`;wh>CBJ%f-uo|PWk zEGj4(7m$e+tsd|E_OPVsT2j-eT+^X!z$8%w&VyVXS*U87^)xsUFx^P9T89!ylej#FH{i5U!S+mIUG4h3&BbjniPEvBM(;gmn*kU<8eg4c>J!unmU5OM*#?BcIS2|w zN$B>TUA=nsGD_^iWwRmdSCkZcb640IAf{~m{L*<_&ttPDs~nEtufykot3+px_za^O z5YgaA!THrl=?km3wP^0$OEB`=ckeU}4OtIAI~hKrg8cJJ;#<_`IbaPZrl$G>sniT! z#=spb^Ol+FzB+5{;n7{yTpE{q_|UJH`<)_yD6tlHnVXv@9?Br45xzKKdjymIh)$TO zt+%y2?3jXROhz1uUv2vGt^E5}GrT#CckkYfq83;K)*%Jr6W?97Fua{8yI^37XBOw@ z=GO1n!4KXN{%-i8KGey`%fF{@aBLvj1Q`*4qlh5_LD5Y>Dk+SaOz&3cdBelQ#vOgQ zgTNa%!u9DHJYTH7gzBcK-WlGBc(=A}oyc24JHhV+({qEmC z8e*popL$!2n#VXjnkZ;Se=n-f3^r|oG^ni_kIjlii5y2-RRL4A^KWVj6CIwCa?AoI zmGAA_99OPhWn*U-Zi){NU+=N9)Kf-9Ss4q`U;Ow@PK{;i@u1Dp?QaO z?b;wrl^&&?hUfGY4;?;S8{Fevg8~I8N+T}SXd~eq{IV?X1ws|(W8&R_mqT+`-l?!cy{V4@EV#l zcu)jM)(x#OZ$bs-^4?6yl`Ybu>cO_s-WQUOGJFm45}aj{B|;}msB`a!j>Wl&lb=$U z;0%bF)k9RaI)6SCyJHe;h5rC9{>Er;Z=YGcp)B-c+P-_E*b#`$4r|;OEB{fmV`F31HERN}ToSRT9n7`yH~oVWb|o)w6TVG+O3W9y zilk1UER@4I!mj@Y>*fhWAuu3YNV*X-pReqgwxdR;jd;`h52cAD_>^DSzlWK@meIy| zDBA;Ypzs;IwOs(F zA?s9w06Y<^T!E2S1(0Oc)6VmoHG*TA*u19xoU|M(UBaIFs>FkP_byZaGs*EGK|R#hmx3;- zMAE6#oG$|n?iLLl{_n-_}LnwwJYYQ--sAr2QD2yeK_{bjAB#8Rf z=gtv7i?9;$MJxagq%$+H-^6?I%3D!@wuzAhp4A0QiZsl@^tuH`P!k+a;zMXttHgfp zh>QTLIqVZ_M9yNio;_ST9129FO3Wk(a1P&}&_K9=_V5aNBi=oqjtEkDwEXa(YI5B_ONeZPOxP%s6Yyh<~VpTf$KG=Ch7 z9Y@0S7%P3OQSH+~xO`6#{{k1TofNAIf_do+#cJIScgl(tH#>(zIJMfYQ@az4c+Kt% zu&zEEzVMcTPQmCmX%7SD)*coyyMy1L-?`C(&FV(YkR^0IaY)s(#+G*>>U`PmR~_ z^7N+m|8`i#0K|ubA{0+#rhT%17o$-1lOeUE8#z`@yX8cHGFqZ$wIkVxPNg|lP2$<6 zj2XhLbQ+a;tEu8u8dVI7bfSim)1p@G`R;l55DE1&*HKeCNX69{E1OR5BZ<9|6;}*9 zqeiGWWJ^xH=5-hw&*0^UpJ>e?$pME(S2sUmm|K)FVB|BmKd}q*^>xqEjP zu8oN29&jbHfzHI>FE%i~@Vc&HV}TTfsroDGeI1cvf!lXuo3l9H;qn}bj$=>tW_XfR5Frj}L>ixMC%I*_PlCcsGD;0#RbfB;6tO`Ghd|BTnk z9ejG63Dzn-+}*~nVc(3w_y@<5qJ z3gUIDUbG=H)0yLNwKO1gqs`Yc5t-#7`rJBp~x1E^)NLFM6bkTmayzdo)U|b~p)gbC%+tn??Cjef9Q(pNn|4afAL5z5{}*6{%&hu|gTtPkamP;ao5nrod1&XL#_RyCprfsLimh0vO?5)Lw&6(ZifctM&3 zLA;Lt`26{^RO6@Jq^9ZWM$9#nSO{RNA4$m~e%A2yYt-QOOOqQ97o1~(7X!g(JpfGG zQ0xC)f$OK8n}f%7B8Eg_2^6c23V)IVFi`(<4SB$~o{mD( zuUD%-0AnOb1WtAv?No;zQ78`kGusnvMhIOrKM%tkrCd%#^-W4z~GMC*>wN` zMVuvDDKH-Tj8OXh;Q?FCjdw3!x$@nZ+TVzW7q#386@QpPo9iBR%425DO$FB5l6Lm? zfQsA{AnOEMWk|`S{|N#w*(hl!;0Kk!Xt~(IimFMc6$!n;25dk_ujj&00d}ge7yM@N zIHQ1HF2U8w$@t_`848+kU&BibLlprM?SigDas~(h=pDf*yz z;qmbyeSIg1$bl*P{n@G8rXFNl#FJF(-7u>{e-EVrYJJhdw?`Hmrix+r!3Ixjcv;^m zw;wjc#ymMF!oG`ghHrv-uYw!d0Calf8yTWz5jh7e_!e+o2dXrgB#o-mu+PB{>mres zAwjbUF9__F1S*V_F38sBle=v9$+=PQwWKmvaujDiK;;Sf;l3sVWlMRBR#*qE+p){(9khnPG-=zh)OVfil$bk&tcjRmEz>!_u zm05)LAm77**i$v|nb7kb%$d>Y={=x>sC6tmyyiKVmX=5pd3#S!Kt{&KMr0no&11R3 zpI@5m71WPYVoOU)qo}E#>y$fC85$Y`dkA4RA`a*rjd<*U!H>{yO@-V&6K_2x_MRw} zfNP{O0xtYr=@}vQEGFlWCw(ahoCrwMm6T6x`-eifPpPqxA4=gtpg`r;CP6H z@-d-dVNqkZa90{D%41Oko zB1+~=Gt%C+sD%h01^!xRX$Ii76OAauA^<}r8A9~6r!-zW*4g_I{K+`9MoV5WM zK}2&B1&RDo0A`8WL7I%vs(9u20%k26&@M7@UDznGwhd1gXH{G#J=VJNj5d<1|7p0_ z@OwKhO)e+h^r)g~4Z#)A?|hMx!WMxn#4%KAUGd+ww}8Wmr-pDXiPXcDBsCpof;{}# z$olx~#6&-kSR1&nq^0G_$&bRo6jCqm>qbh}=xd6Lx1O`I5}LB4AQOLE(gNO-c>o;ZS>%M{{9Yp#K3d&@f{Wpi{I?Xbx6ZTbm%H%kO#it0~$? zFR8ion__S4LWrQgjfpD^_eea{Q=iiaR)&0bdve8Wn{!WpzvM)!->fpHrOkc5v6D|q zzSTzO+^+xox9%Gg1z5|Z!&Q%&DsHj|`Nh=o?PMiM>_wb7($|!?0laa;mKz85!y6+( zZ^9qI&%vtCmNq}ec_Jr1#N7a?Bxk8;sjx-6JBgURdrV$AIbkH{*vp6}HyAEDyzQS; zTRM4T)K_cRbe@G%V}40peFlaB&}*akP&A+qc^2ccmfV z7b{#OmSu55!+WaVti)r25t%tw`kmt0Wn@QN>rKsiSKP_$Bv=P3EsnmgoL}Ve-QIY264S+KKh=Ihbc?Dr_ zUXyi{^vk?8e<1k~oj^2(?-jRp)|p?udev^4VcD`|z-b_=8^`a>w)PRd@(%ZTlkU{d z0FM5cO5`F$sfP+Q_qYo_3EuSW?a3FtNj`}}!jLujkZi1hFBH|ODRY9ZNu+H1goky_ z<@*~4=4yvr*l}nETF5hXMuHYxk{qb@S}d4!-1M0lzTROk(wLo8qoFT$7`v_f$p#_p zqs!pLzJ2}>S{t#zk<{*0RxpPaL!5hT$F)DX(Fukrnus~$-~Tsyxb@{t1ejxoU@%u; z+L5kxbMtSs-x46g0Vm@e2fed`@QqQ%$sA8fP1VU?n42Ts9*I~pAHsLjj-KjFs~1d$ zhSCYMoX|s5DA8shVu&ESqF?lOL)HfB(K>R3AA4T_7*6-$W34A0fcHtKaQkPwxdfv4 zLMlHl{vpDx<^mQE+E4;P79Kzlix|RCR-rW7c~|;5qO_78V@!P+9IjNi0_QtbS8w<> zL8JC^otow9*@+2ugFQ2IFW>z?XrmHPeSI=tkT2SE4VCK**_051jXYc{AuYWUd3t#H z(T#VTND~bjN)W)3oSOal@-jDY1&M)S(MR>pMRCTRya|1o-pEd9&F62%uNU|4X)xwS zCD&X4l_IV;OjUwo-@Ax6V?{}s_QJv)ML{PCc9L*_%@T&DAq+C<7eyT=`vYioYDnE# z9r3eg&q9IP^vyMtUzs%J5i@~gM6g=OqQu>a0BxaboH(qF3dGDuw+cmjX#s#AZ8rkt z=^rmT8j|=lj;mR@ckf;(l)C*Ve>|gtHoLm0R|v9zUPtM-m}2dsX70_}hmQpdY+pnA zv(fN`b4-E>`p0e$Pq-QYA$2LgN^fkV?VZczzBK48T7wAX4KStJ9jzdz#vRSbt%F99 z1o7#{4AMi_feGP0)z1aNR)(YT?`+rVclWlf1_}uOu?^LXgf0I|T%fZu2)KK*!*@fc zLl>=o^(wpo87Dadl0d2e~^4$l$=6KR<2Mg?-Wh(p4b4uS&w8X^tE+(OqO zQoqIOB5!Ot*TRFFiV#cpHJI6l4j_I=pI7mGrFi{tC2b*l5Ow6h<0BGgdy!8dblMtV zjN~5)0>S=WQ9>Kfbwm?EYS;g{P9Ra!az&WCK%LYj>F1(4XFZJQw6$3#^e4RVf#NZy$NZg zdTwIZ7Q(^;nb6+9e-A_1hwJx|h@OjP>NnChhKkUEVP}4% zbH>`5X2psXnI8wAe!$f7nxA|H9v@UJRfT-oGR(zj-bdzK|659>o)9=tzm@ zUDOsHt}jpZShCGD%mk)LI!Ir0ZmPTTm`5y(ObAO9&%=z_53{lR#OI|)F9R~#jnNe= z!?6q87M8#MVM}tx$bc~5dxcV5|m-fPaK~^J;6iUpB&)v(6P|+E5GcK46gc_swg2TsoU=e&L=r6i}OlIM{1@ox`bOV ziZPv$6PF~X$7F6sHsua8AJiYBqa%ljutD*T(ABF}?ZNkqe>w3lca@lv6AD)*847A( zaPT{GfrOd4x&*A&$mjQN133|FHa$J9n;DuC8xvEGzk!QY{p2zh{?{sNbjXCWPS*cT zYU0l4%zaIUa^H~YG&x1|DuQ}ogS-JKW}#^7>sKO{`ULIlM_ycHf~QwMHVc?R`c9xF zniReVf_Q*}P0|6#|4=CKZug?Nv4JiDgh(BUE-ET&(JO!#o%6}Hdu(*Hy)TuS+!HoY z3flHdI)_$Dun_$roSmy%rSj-NH~$41ygJp&;YfWN68$A3t!Ai3kcP9dQ5Ba^9?tQOd)RI^IAA3q%coYGKqd4P)F7gFqNf zgcUOdr##IL7mvWcPkdGvtGBDTJY6rJVW%(32`Q-vX=s?6b3;Za`aFPqN^N>-sx{^V z>F2v~g9%45T3K6@11N+P6mkt+qSH%FewP#Um_iSafg##tBcm_efsD+|nj=9aXrX~s zK}RxBK*keaT4ABmP=M+c7vLrcoGXYNuDru{dDBOS%}%!=?FU6?{ia={Z2{4h?jMj=XDAeGVYiz$ zw2I3n2clGxF0P0+9C}3JH-ze587(U_w=1woyKWT{_}s~my5tL1aBqj4u}SZ zImc8=HXv`ka8l=kAk<`<0uvyTmcXDO+R@+f9q6tk{oW*yMeNe^I931&BW(@FGu0Tt68r(W2t)WiquFVxP|>7yuIK!yIfxeEAJ@utV1(XgjA zOiVaPCmMv4@Hjf0IUq>RTf1;3Wm)mvge5Ozjh^oJR38HnK|lv_WimL)z_28mn}6Sx$Ac5zghex&E@}+)ln7z2y?!bYl;}!=G@}Sce zje9V1mqDt~da9O#x!RH~!u9BX7MX$LIimHG&O@wi<7OanS}L8NlQ)6-3{*-Y3dqW? z{B~VLSn@TDL>di~qvbgIjrGEIhI6+jG5-1-*KNk6KcmToKyPxMDQ58^C<54%`RRL| zI>p0nWpa7JpTX5qYdMKt<7U#*(&2|Q z3o!}gHW?Zn>|`?g$7&fEbRs1(sE1J^%6#+LQM((rZfW7ziQ~I2;rCmSS<-)Ltbb~F zJJ;%fPB~scn88X=Bi_|;MGvj25<3@=3OMNJP z^`%$vS7X>FY$q#lu~2MI$(Tq^=A%S(!1Mjei+zev4Cz)OS~1cOGEM6sKB2vya1|_Z z<7&iV-g@pShJZzmbujsheU|`86nE`mJsIs{sO!)L&|>Vb+U=Q*mMB7Sp&;t!ivj3E zb<)kWjO9#N-p?an^E`bhH5LS8I(p4p>jcS+vBZQqC zSApgn?gY>B!H_Qv6`~`lfADf25|)7ojcD|KpG-_^A`zh;kmiKc=h=udVQN2s+d_gZ z5CT_HzT@m!$oA-ak#W`s3qjUEmaCJLL_8!(y~2grjW`}zp?DL-5e4m#HZ4XKDE~Wr zRz?@9<4)uh9L}Eo2qKFc@4^}&Q8?y#hSXYT6PLEkL5b&yh1d~{Ik-1gK(K`+tvsB7 z^SlsQzDj}@0L#)2+!LGv0y1vJXh^7S2A-?ps(Px2hBGBc^)2;=h=tkJM9*;eWa7pE zgEW!w`t<3O6MxLcYq)@)vqPrB$C)*$x;0Q`utR)=oc%`UF z8Lj?-D6r*?jn52+{)9C2izDC8VJS4S;M!R)*7)3y}fBaY@5e_IQiwPdCZS z^x?B-?i#;A4~bJ~P7<0QoZ={FKu2O!FK;C+Z~**o@BbnJ7c_<`xsU!Y#=Zm`%XaPh zMn$41N=jrXV?}9@DMN)a6Ec*d5D_A?%8*FOkOm_2R0x?hXrNLul%XUll+0uCuj|pf zzrDZX|Gxi!kA3X@ZamL(KlgoI=XIXzTx*@TUnVzF_W=46?;KF69%79QHx|`hP)Wb^<^hZgQKY|d`QSh2B3`QV__zqvbe0vmiN91wR$a82kh0fEd$S z3q)%0;QSG(;gysuKR~Q(P-6yyMT)9LCv6EIDO1wiQ6hAQB7f7d(fPVDenS>1b$|}A zT~K)sa%LRPP-5AHW%57ReGM=$q22YA_|E88M7Cb(L`R-aL}VcpR=bc_c1QO>5nM4l z3{*?H*m9PU;M5r@pGKvKYi1LFxA`qZ9*)?S; zF%s3(8p1Ep&Wu?1b;qiQo4Yu(LJNp{PO$prQ>#K2ZB~S!-X0#%su#-1F`QJRDBg72 zWWIQxWoR#_^nd*&UO_d&(@SXSu7k=YaVAlxmSo|&lZPUCD>$RjBwSuof6;G!_ zPtaQ1xHYnoYeLZaqlr?m{XqAcPq+@a_)cKRH4Y)D7_0Q-m zfn+PVaP55S{pftqVfj6Ud&{X?ZH1fcMJ<7942+DNFE1~z?@a;$e_uyW&q8pII{VfA zIeX(eLDBsUmIrYlL=S}2gm!j|kZ2*b*KBWu`S))N*Ha6QTo85`%x zW6Wt)2@i0#Kyu1OKE(0~6G@a&P!_+gibd~{>^D>(Z;@p`C8Ol+)0^(g8SV6=Lk*NRQr$mir5#AUU%^jSzX^ zq41ehZO~|uzFEa{WCMF4SBzRr>J{|rh~k4hAvDSg+7!#+1&@}#vV{dN#K-91RDn#m z-e9*^WzPRp!yWDQ9`EN_x9=JSV}<2!UkVBeNE7tQ)2GYt zFTy)9!zxsi2Z&k+Ksfj?5dTEfhF987A;Baf7BCAXv4V(D8?f3QG#i1iZPc3qm`4-L zz~l!MaWo$Ze*{Hzpnfr$r9`xAROG;et#}bUIh0-j&5ck=&LP}ZC|G!qXk zMc2pu@EJu1o1TLGzIZ`70K)khvyf@b35vXt4(VDkD?viY&0W7DBco)$s_@j5@bls9 zR2_ESic+0toqjz1ekwjZQJMQKb9nA;nu zbsn?R=CS_Q(gt8)bb-{uh)O$veG$kNA&2=w{oHp1_Njw>d%+)3YB|XUM^9!;GKV_0;P@MSh?_&g)WDC(sp_I3T@UK zv9X-Jgj&&-Cd$Tu;TT+pk5H6*TmLO^CiaZO_*BeVVjQc#5G9Uzl%WKr84 z5S0#MH2N@6ZQf{rM1ClQM?TC-IuN(PpRYJt3gr@5FOeTB>)OFxquyj0Zw?3tR_%w> z)~Rx0HK|f#pJ@C*heg+FC<5mWph$iY6_ATO#*wN2F(rfZ+pw8Ya`7+KgsOz?Tej$5 zXy-%DBui|}XSx`kwi@``mESz~^BWE&<`mQw+rgYeJrYP1Szs@s`yc(|WP6D;v}1a z5YGfS9}@--2Br zwX3mq!v*TMlL-5jI{D{@WAhhSCO#qwDDqRMt??7uZ`L0ec#R6eV3KmO~op2XLx~C@XP5DI-58-AM9& zKwE%Zo!6fv4Ieaf;O{|vRv}1o`te>8@3wcHfG+1?@F&zfL`Fy$IFL~XWaxnmjTW9F zEFEC6x|1X~6jAhm=m7ld;MZ&D!;r1Fw2N3;%0h+Bnh)Q7>PF+YJm=W$`hyE71It8`{KvkBD-_18nfx<7U-=G!2Em3b7Ad=uLzGzO0PFt_4B+eSRd0C#cDoFCrR zSXU%km$}^{GufZ7=BLB7*L9d#62|Ui^keh}5e-xNmd~R@x)ZrGK>km7R1_!0CnHmG z%~MH5KM$20r`+Fu*jW=|73#Z8CFFmoinpT@@964Enp(VE+ovuwY3V#VBwIq(Ga~4P zMQ+tCbN;4DcxOOs$*MwjLvro&=jTDCaTxulOXia@9ot7L|fwmQg}t9H-{4x=cZUnP>T!l0B^WlfyW6%E%Dq1}YCQJQLca;HctX zP#}$JQ~hNTqYyi>13dLiai6{yW?>|&>FaYqNX<7{j{S3LV?gRz&zaxF4dtKExQ-~e zd+`SBm(@!zPU8uK-Kuv9bt|zoAUP~jz8YK9HZ?1WBlX03sS6Mmq=n`d76uj+xH`Gr z*|!-0%+3T8o5cG7m3)4uz1ikRIC*FeL^X;dTM(e>67J^8XB^OHq*<)$#|cYtG-n=I z0(Tiq-FcO}&%}fq#|puc=kCXOm~T*A1`Sm(yZ36m&5zrIVN!|rwF!Fo1nH8U!4`svg#tcr-dNZ=Dk*SC30k@OaIr)}cc29;_8_fbgF>j9zO?QK~z(jY9 z1?jx<;VFE^u#)LLz#V|?L$0vL_!U62l_?pDWf&)5>NP~iUMJsC^jBGgNSmi-6Qjl8 z2QUE`P!NI=BYUz*&5i0F+N^DNk_mHDMXJ6|&wj7rcu;cF$Sy>z+sXdi2%D zh_Vf*Y{n;Bo`VGP;zhdlsE9Pj#U9vnz;Xi&i$~y&b#!!4VE!3wL1AsBtuxQEoSzf81i{?g%Myh=ozp5PwwCy#~)1-X9tF zK^x@&LxXS-i3caDPg0seikx*XRe&V&kfEL0f0Pr_34geWz^EfiHy-G(DD4OL)GuD2U8lO0f=)F^jyS-lE@H<>H`TI zvFkvH=9svNJ}EJFBw7-Wkq8cfe-JOxe66?RYm?jcSiGhN?g1gg8-GS@0-qt~ATU>~ zDY1NXlSLVDy4S=bZ4;F;CFN0l#Dv6Ug{+S?;%ja9|IGB zweLA{wqsfDm_ZNF`x3G|uM(90)FB+xr^elWyw{OZvqQ@kL*Pg~iS8jvThbE*0k8_S z4!K>$t|!_{I8j{VaTC2XngoOr`XUmr!DAqFn9;<9QWKKnhtL(FMW<+KnW+DvZhGnJ z)huWw;Dk}z&8YB+7cEyH0b~Xap+mv9ho$4)^fOqska2HB>;gm^)>9iC<10>#-mIxFEG4pMtb6{eUp<m+2Gk*w|Gcf$?exroLwT{&~#hm`EM2CBWCRC zi>mQO$e=7(`_cdjqNG{i>}afF?YjgBojDXGf{eHCwhiXYec7UzKqI7x}XRbNP~ zf_ymL8FYb&pEwE8?#fAB#W&Q4t^EiG+0)_@aS2TxrEHWUEm-7?UI@kvjW0#`)C)Dn4*ZoCfhqCsjc zuy*Y(+qfHuD)7nNn^I0%viOH-;le8)fQJUbiTJC#51rtQbrnV(M3A=g6XNd%;cc16C^HK52=AfjAGrku zuSVMd>}<&2FIzeoGyS9$2(4&=TqU+X)cMa(WI`3?r?uHfjP$|Kg9X1J>!tjl_s1RO zC)XnnMZvDy3VfpD^XCNZ)(ojR_mCriqKJ(Dx_1d86($6DKR8ymo>O#hJT)nh+WB?}5WDHL_;N0; zV5C_Z{nIlyw?EhhU*7&)#007EQh?lo92cj@Cx?aBeH@!yv3AFclX7GP0=67&l*zn# zhp=c!N<{KBTn$9{`}_MeVmZ7WLWYYsUi7XDt5?bev4dE~;w#duRv<$MX8&rnLf3=R zQn5^u7pUs*NH@$@zs}W?7_o2D>xDQ_URYsJ23W6*gu)1oWYQP{i+YL|)BxBw0-W_2 z9io$MA|0@P&;%}H=wK7#5TqOyd1iu34`UAIsc_h@rrc((UvK3OrYq49fL~nG&dbF` zj%m13>h}8(_FnDPNAJep z7nPjk#%r`&rg9oq`Dr0f03yYY0WV))Y3vhR3Ri_dOVo~g8}s*FJa*kskZUs_Z7)F9 zRMH-2x(>+xrK|w5z~P96*yrSBS6~2*yWn^N0i=+eZh<#*0-eQ8?&Gl#ZYs_JN--<{&JEFQ{Jzuk6w5*P0G&?BT)% zCqJ3nPNSG4kaO$_F|d(oEeL3iG-|@Y2*zph3=%^kFaZdz-neYdn#DwSI|cziu_bq( z97^uW`wrL?b-j+rHxst%#`R9Z5G-&&zeKc=R2Ax0;;%}efHlKs2_5_|_OUNc);RB} zBPdOHcniRfh-GgDEgAtck<v!xh?v-lCcm&dEg2LbtiZrVVeOIukQ7imawA05s z`*2n}-_39qyWp!)tYael5fCg6p7Y28)Fp0WIGTP#A6sUoldeQ!eJ7$N7p8I$ax^M+ z{k!HQVIh)S+yx!9@dzQh_Zo2YBN(s%^9MilvdI#MY!S#^0#fgYQ-lnP1m+&NV4y9t zAygAX05l?zfck?L-H8M_LR%JjE!qqZ(V<4hvj>tcWbzBJJYO7DP|bcY#lgu*IA6pj z9cR{4Oqsj_lP>@r=<6*Zwi94AF`HJR$RLXq2-F??E@IBID5E?uwvQ7Pl$xrlu zz=H#t$j>jL%0nwhdh)RJz)9nhC@B2(I0n^G1tm;y|2OpHN~j;bB5GGM1DIrc$cI$$Mre|u$#%hVdU|7yJdXNAXg!cQ zVy#QVwlNpT5MkcHcngX~5tmf}XNZ{$add^h3b3gJz`ENpJs3EEzF{32@CZI?UAvrcNbn~|&4V%wIqJ$YUS|u=NObRJ>psosB~QA`zy)ygwRgLAU;hu7 zWIIqatMJ5lJ-ECH71fiRYHC|*8tSm^J9k2PpRXO$uZz0elaYaefpl{K^;NguvUCMZ zZe(I&Nw|_*j%&wtd;hD{LglJ9$|HXMKR5<|E3PmO@Y5EMskbqk!5^3;`~iI#Gw|k# z=$^Z_`xQZmtgQo48Fck+N8$kA34jl2X~zN%ym1y=2-6iXU+b-X542Q&AsIEE)Dn~` z;_xR2LQ>>4 z5poSFlM*zHW7r(=cW8ejKEXx0v7`Ga(|&1xKr$F2msqvTUe0SmJN6GB8OjNxX$9|? zwfSZT^nm)4KS)706)E;T_?MxxPwHN)G19Cv@h9BeLuGaBk-S z?`tUuI#_Z9poD(|5qe^65SNCb95Bn(<>qA09qrFfyxcKq(jPn+gEAQ1a6V=)EkawP z$aLlHF5lTumEAitZ2cQjY_weiAr^whEdbd&2r~LMJh*icyBaYUGgoImSI^g(I!ko(%ruqI@bZ)8I6f>Wr#{3E*}Cwhs{R0%YPq z^a&(VsRvEz!5ZP81O#r-7C^`zf92e(SM@G69~DCipIP+`IMrKiE4~F(D|ZXrwu5go zrW4~-0=Kbq7Sjh=y19)j1rYYf2g0g5VR!s-Vc_W;E7}9zYrwoZ1RFW>JuCh|O20aV_qW{ZpbS)NcYdS*rDF>@#nXA0 z`+GNSDkrW%RGqaNyrpXZet~QWwG!gsdDG5ME3tvpFJUB<>1iy?VD+WRX7b1=&Lc$! zkMkuGcI0^s6ag1W{MLac2*yL?z=da2c;0m(c#;#pU+lbnHVN*4!oW~MSR!-Gzz3%& znhX+7NHF<20-XUd<9`Dp0S!M0n0rXwx9XLgz}O)Zj!Ayrei!sl#40l59uPPUWMvMf zJ*T}F61LB|MMiw8=8Z-;9j|1BmJkXme3k4H1M4QzbH@S@(>)q#FFd9FCaf4E`bIed(=1u zDK}BVkcla@@9#xhCa%(SdaVZ4Osg1(-hp3~6R-CKTu25rA`_x@%!x-N1ns*JTM3y0 z2Lln>f=j7un2)v1XTWGFiT5d=8;KR1rmt-xjKLkxKt0n&4y?tQnf{podQjSsjws4Q zLOmdJl;GGANg!p+Exl@M=5xLBpygbo5oA~Cw7X#-444lak`Qb$TGpW5H2v7WO$F02 zzKta)-QZ`jIwQe=^_DD=mFQ0mIy19JNvp3Cc^wAjAS@}!pso-j9r4o0Sk{|fm!pqa z{QVGJ6JZ~CV31Z6zHgV&R|Fvv)^L^S1T_|B#2B-|u0jLiRYZ1Bls@1k0FERZ1;7@x zx|aAwLTp(L@SpZgUg*F&2>lmq5Sx_y+Fs}u0gFw*slOxI268HtFvR+n_WUep(i48& zoApYANRA*>ek@xnjoI}u=%TG2`Ny;!7pZ_x1&YBOwQL?8nDeyX&G6E$2rw&EE22qJpktm2MaRfHs9CPY@p)p(il&RubXEH7s2Ypn% zk|ebS+Bhh-h`1iDCn7na6cGoAnGL$K#NQ%z|5ElSjf|W6Vm-=RF>*sE_pGJcd$4%s zo>y(E+8KA_rR?1)!q%}4M%naW#?^#!`JzRV_WLurPP@phZ=)+KE0wxI!h-)JZJpFa zkr|SCh1^>jPgVGG(H?7J-Y%Pj_b7~EA!ZTRO@>|}qa)8<-@%cG+)e&&Jrm)rV51^y zBu}h(8veV41M=+~Ba(R9pKhRC8hd&mmI(MmLBy8{b54MhTy9yv^ui{19sULbir}qC z!&Atjt&ycYEB;12WCyUcFF|rSGU7t)H^C32DAMYM{R|=Rk_iYnUoc)pi-e#k8(Qd5 z$wIzZD{+}tZJBO8?^mt~zqn-S<%qb2auTffvk$Ub6lJgq zc>8P>;HRg^bXDe4L}WiKK8$G#m@|I|rmOW~%=AbaEiPNv&j0si8FF2eVelKCYM!c} z#|ArgQU{y!O66_Z$j9xOBfEQd^p8Dq`(5c6Oqv2y4=y`ym+>vr!AEm#VqQv>0GR{D z9Oa2->aH6YRek_Rr(whJlH+E2du&Vjn4VktUBeRMn7(`^;P9;JqiV*5JEC7aU;1!X zSJu)ZxytRlS;aX?b{%8g4$lyHZ7&*CR#BO~Q)8UsyK{8Gp8h0Z(yvOaw>MXG$?>0X zUcoDP$h>Ml=QxtGqk2;+7=jzApql%m{;8N6lkbo`ZLn{Y!^ThERdHhB!>%v!-vhm7 zB_SR-hlhx}80Vct)1db)Dm#fhYgv>}=_B430%|P z{q>HR8$eD^K+B}VayvPBKI(z{cFl`{E@2km?n}>5oN*zFLG~^U&R7^^g^wT(1IhFG zAQyk)Mox^A#x&pVbBQtgeS4ICtP(;fNE;D$6o$Llj*35H2Td`*N%7g9-Mc#hViQdo zb4!5I4%FNLJi|$B0v1UcgRmzG18fYzDIFFg%?>R58^nM&try@)tAnS@5zDYuHw-2ts1akG3BQzsMc0vGF1FdWw1)BgkBT zKq+5za@NArZH>9A>#Wmn=lsjmLjUvURip2j>oNA>m^9qhZ^?NYF2AUXEXWqp0Z@vPa8h@7clVHv@$1*ojkZyTxk5rh>d}0Vwy77a ze)_azX!yYs++|mAMeKkqOntu-UemH!N~!^_G?>l`u8DH@hJ8St5+INf<>yy|L`r|} z-k-h??#=LaRDyN(a%3vR+hZ{EmtEVhw-%=9K?@4qY%Oy1sEHf3Qw4`iO>dfej~e{> zdD8bC`b{Grj>X#`GS$@7WZXLmY`hU}9IR01p!KHf?%uep!ad@T(p}U<-Nf!nNDa-4 zOvl45Nou6EsRfAp4RUg6=#`5an5*2bu?Gv;ye`Z~BRnEWr@5dZvv$1kcwY9KLl<|O zwbnn$psGrXyNqMO>k$QP1AsXq>E_MVw`9-gqMk6&*N=q0tZeAgJppJDJ$jO31l6GL zmngC)jfW(_6gz*kqWhC=l&eIht0ZtK?y#P3smA?QMEBq&&fdM|BK}-Vj!suTbAPxK zAphLaXKT+DITO*Xc|*S>sg7U!&iD&%-P&|aX#n)3kstYWHP-n(Xq1^?P~_0?@Msmo zlH*_$c8|%qe7`K14#<9SxYbDos0NBv83shG7g(x=>(ZTDKfNf{M{SHd`K>{ca^IHEkZb1Be&|o(p2wo&YuOn5*UD}&a_-;X5P9Fs zr0m0BNp-@*f)nCWVgI$FrfDvANZgxi{9+dkL9Jiy)maU6Lh*$_Q<8M%JNLI z!Q;6M?o$RVrN4t8*$fU#GW2dM3|aXuUqfNydC<3EAd{c-z^BQRpXXWf-8&z&z^)~D zgGX23C6oIi2R~WgGW5|&=YOQskZB*f+pJdL9d+nie!>J0sTQc}!lt0*tf;q#y59C( zO4yn+UF^{P^fetk*$C2bRCKgqAy{fEQO`t#g)a*Nxsfr@vdV}5BjZZHUz^0(X1&{O z?6>Qt?ccL#^hbwL>RCzLThrVthdquT@=QGzy}(aVA3IDA5z}6Z<<4%4*P1@k_`Yaz zeZRP|LL1@3*b}LwpcGyRXKVp&9PCHUw*FX3hMQAQJDsXWdy=%)BOh-`}U-J{* z@5AOqb|Z?Rpy(qQdnzfN6|_OIxp?|RE1FccK3Ax+h@JGgf}>^prsJpWjI1QEt|`A> z_7EOKL*3J-k)RyEjpQt*pf%>Wx`u`x+8D+17{&7j=_^nG0U;rw;sSH(Lx;c>L|Hz9v>nP<##fVD^SNNZiYgy|1OX|G|$rTw53>-k$X1~H;nub4Nw6k zr>4g2&#{7Av;1g(I~j;=2ml_%@Opbp)4(c<9`?bt^kH-p9nkYcPO}NdP^u=k?BC4a>A- z6JYLMn-j*n)$bP{8w1l8(^P6;TfyRL%=sm23e3L(a0?IzqwH6qSA#P5%RLMDB7wQn zF_Ne1AB#}piTNDmVZ?*ch#%KfG>)=iELcg~>PDx0T)ra~apQq(?!KJA-v zaXA21{(Rk5neGw~KZx?Sc(7X%@X7fT5=R13Pb>5uCv26Z}$s2ZpTUIpe6 zBv9GDO$>N!k5jq{%$3y+a9}P5bI{h)gc{(=U)Shy_@_;Ies`9wR5b(O52{KUpD3~X zVwPd%V|(A3;rP+JzJF>zZ@ux#uvL%V@7XoE+L2?QzU|}*#a*JP9KF70sb4xfBV%KY zzxbdXasVlSz1AYi;aiSX%qeDdE9s=mH5O~vu`yg0?C#>U`TSJ5#jzuF=%P9&`|?C{ z`y*R=TcSh4vV1<$Q&qDKG92sIt+T~+Fd0NpWEns8dP(?m4v5lPtR22T_1z)I}PX_a)akDKl|Hx6jn$`!0!IE zp{tU>$y)X*^8PLIef6dtwma_Dt3MrU%1%uLnJCChs1e#F>W)!>BYibuclE)4Y=qzq z?jlAJ5NM0ox0e_YUz1nXdWbC}Z};#PCpl7^u+996cElb?tG=>qxD3g=*BH{RqZdCpG0u1S(=oZ6aKcLG1Wk!L5XjH_K``|WQU)Ol>d|L7cR)5 zJi4yzX+Xj27Pp+rIBJcJ$asWa(yt|$DYM->6xo!YqUDrZ4T9RAFTAsFkPsE1MV+t3 zNJ(2Z?R@fVNTX3S!%LBMN&3|IWyIvDo)7Cx?8a_oI8~b4pYdj;GLEPVzpkx)hl#Ff z=w0+70ggV*h0ut$Rx}=ggG0{B)cJngl45L?_xkUjjuWr%^3Uz%(tDO}f+w9J)mswn z;W}Bty}yu?`^4KcyMxz_IH?K77&&?S0+T3g|DF90l<_zky~o>AL3R)U$JedRDM)_$ z$7VTJ=TGeMLhM32XtI99LDviRM(f?LkxzR#aNivwr;8L58j(|m=cGC*Pk zGG?}F@Ga=bYB&r_a=ng*eGPK0Dq^li>$mC8rz-9?B}`z$XU+_U`+i4NyYXN+(F&0_ zbEy1tn&g{VdnrdwxA~Shn>uViCp^6Fd@?a5>1TcCt4qxii&+bg9}SOI=V?;Iuhyh3 zrM$GVl?Pz~BXO}h5$SpFLq^_)TW%lI!DBAY+e$f#AkJB=Si_xVBT(}F$|@P#w<#yQ zZ@8M^`G+tq(z#nG$?Yl;zK=n1zgg3lcY%k$BQ={2TMbwQ%4sJM96 z3?J38fSl8mehR*SNng%8sFhqW9MOB|#d@+{af~1xN!j_UOb;4C9qb`ef_yl!^*|E~ zrMa0LA9kx=)AEGhRaP5ca4cP#2%`=g)H38$oB1_6qXm76o{vujNwd(^{vINh^9IgJ zS$KdYiPn^32st_&jvugaomu5ai>(#4mhV$9ozBIYeig4^0pj{QfB`--vE9BaLJcz; zL*GpW0Fcy(01K<utX$z3zF}B99NhD zrL_EFfVSy;pZ8SEGamo<#`yL#fqfj*%-1~L_|wEkdK4k)J5FhJEv;rAx3D=pXK|irM zD5~P2gj)z*)ro$i(>7nOD0!D`yW2vx4SsV@o2BYou^mt66R}6G!%2xT(LJ{Zqbs?07nM1IHTf9|@v#RdP(#lvl_~ zJdKJPagtLo1qc}mRmLQ+GQQR?(Ynz1hH+(3WYpEWJI2>74W*kXFbV2B7I!A4X?=l_ zxJPe#s%<;3;vp$9tcm?U`|M_8Ewi^f#woH?-QBO&YHY<<@jj5@*cKuCn3S;ZmZuD; zjvdP%Zwl>o%M`}k9^{uXr;Chc+}LeCowm7AZF!~9Hv5$g0~uc?qy~S65l11v@lBiA zT8-@kE8bh&Ue(&To{eEZWBo95)JPF0=bG3Y_2c(c`*?Xx$1X|EB{9D^Ahet2Y$4WH zD5fHt~-c4nLWs*ddDE1W&sZ~1W7a@L<*I6phKe*>x_N4AfUtwRNq_MF)32<~1vKIPKkrRTHjdgi*(ga; zmEC!+ArL3nK>gdr2z4xi#kvpT!^0@1J&wUen8AgjgzU=IVr9t!T zT9;5>{<5=6uVB^yZ6>qO}HLDe^{Iz50-}6DA z9m1&ExPVwGs}N!x23~|AxO`1;Rmmajnkk#H9u$-|z+{;hE_@p)qG#%ALiwD>QvMop zk)`?h8i|ozy9?iWV+9)*u3kn>2*d<*q7d*#vQRSq(Gz`s(QNbblD5-07nUu%Ly}F< zbZGZ&7dF}WUY;gn;~n!gU#Ya`@4v4b5tamjVMGaJpf;|etaF`-J zxlY1Up!Sb|iNog<4;%6o?)1u0(b`a_6Ld|6yp){)7OP@j$=i=N98Cd-fQT> z(9jU-CtU|meCsV3Q!Zip;7t^s=8=~kLE9_e8zz*isW6d@nTk4PEF8DfEeBlU1oT~x zqaK9OooRqK4CFEh<{}~SimZbpFK_DirE~765zF8T6;mcb&aYN!5YSE|j3!ZY^v*?$0K4@jWSO?*^9Y*~vQJ222*gfoxc80T2Z2 z8Qy-r~+YUUk(29RF*PgDRr_t zPrD6mQzVVakGf1&)FKBWl&6#-#*SIqtr@W1u&BDI{qzk2Z$o@sR__h9R1#Kd@1>pn zj*T{SFsVR!NtKxeXD%K=MW=%?)tguz8!*Gg+RC_XI>f) za?M8T?94Z@sSV7J6c~GdOVx3q^*sHz}k-@6}Z!={6SqA|}4Fc5Y0d{yyp77w|C){#hT}V!Tt`L7tnM_!1t44@I5p`m@CVZ4CpA zH89oTr8bh-K=~<@WNE`I_qc@7J;i#hUu+t>CMMU-y#`gu54L^s8ty*8RP}{CoGr7Z z1QCRCR3GVM>92~+CGr!Bz(q@@`%6icL_pE}I{9~a)g90N;ynN`FybvztZ#mYH4Wc$ zGDs?1BUb+~Uuf=qRPa6^XmD_FBtce9f2oecGV5 zBhTdF9jRPVmu1E>v1T*oc}nFgYHd*HcG-jq8hiOfmLALPP#j<~-VZav-M$?-h;k6G z?>{8@!%n18TU-0Gcy!Gtx~!q30sdjyc|iK}Q1Fc+PC56eB0zAH-7%5*x;RQJM z2|RLX(K~_iJEKF}j=9)7{Q2|=<<7q(eH(;Pql~%DB+c;pv@O9O~g28G9R8>sZim0ZH_^@ZGbQ3F; zBs+rIc!FcCxKU!M82$X1xG1AD<~G%Fk*V4*9`}X1`8I#QOZHTwRkkJN6R6EH!H%0< zWqc>c&bWKrX^+x5iI9xi@nh6X0DiX+zq`GzlmD@F-kyuxqbon$Nj`hViyQC6!QfLB ziqkSMsqavo$g79@)!_huQt zL`!7$$$U+*aj)DVW?z%M^j+?0+)axNXvLwu2J81mv!x`r*z@yiCu4_`b-A)vm+6Jh zRgEIe=Bd{&7~vS}n6?ynJaVJL-evoES;Z@vY+y#y>i_`MkNEoD<*nls*;-$0kwNdb zk&lBx{`pI_g2H%V-Cn<^y&QdQ^OxXZ{#KrYhmJq?-yGGiXDRJ6rgR}Bd+RpC1=QEh zTb5M>8*@3Fo*(X=_Io=j^qJ!h8(p&0SP&cr}xb8ehv{aTIQ&c}C*+&vgY~ zpX6yCc`qXpEK%Wcu33|VV-{mU4Irh98ly9PXjZ#HXv@NPoU9p(v&b^!om+;7wPNU~ zHM@jo?t;nEi=IqWweD!?RRY0*(!B)&G{7?7qYpZuf@s`aCwnJ;_V+hYQPER+)l6H+ z(Z8v7ZgB!7-z6MXxaGYbAT><| zrc|76JC8K9s`kB>-^xnO1Z#`;ps;@nQFL~UxrZ7u;4GI)B*moa2Gs8HIbcOi3!DSD zfbW2*IlTqV=6W_Z>8mn!-^Qwj5VC0l_`V(9iG$Kme ze)T(+mjA&?;%w&6WMnha*lKXg@}CV$)_-aK|F&!u}eBge#eWAzAf3V}Rl2fb8d zAX7dXo$n5NTDe{RJo|F-lhX&P1A8*wXN&`nQ#^!?`#0Y=E7H8TN|c@=Js_`+D!QNT zrA52FiHBQHs&UdM_b;sNz^Txzxcu%9{I_a&zUj`NKR*Kf$miUR^Y?xQ5a8k#=P+rU z^hhbg{MhC`aAfSj{39rdy!KfxWnn1cRNcys|hAxA000v6#Sd&qhs zk_g23t8Dm^LrKp%IoMQ2BmwBR0r)55HF59pmzGvYt#Ej$tJ>v3 z-ameV676agi_p$!sn&A3Y;XLJ7w^(CSLqv*1D8+jZj)Z8nUFj<#)k;3O&{@)q4eCPv4QoeYCVUP`gzSl-U@CS0re zDKNXc;I{Q4`E7&{=)d)BkhgdBEd9(t%j^BzIy9YFUBAECh5KrNq#HH-eK54~oO{w! zfoB!4;QiCE3nuzZ^gmh&(X`Z|fn}LJ-8x!!b-6n6lUb{_J$Hbuu09B?oCn>^q4z>ihu zs&#w~M^>D%^m8|08+(X{VO2!C$NY7#T@&9SEd-%7X>?#n}(}`;NtnHD0ZCUj1<{ z?ZBn;C`oFwx=EBah)b!sDrd~BS0ia0WqMJYMc?0*lrYrnZs7%@w7i`9&5JkkqrK<6 z1xk{RBpIM6w(U&SRjPO%TOYsqL_;L~4)Aj@%v$Y6nBu#rdh5$fQ5fw-?%`}&D=2pc zQYT3$T#OX_DQldxXYM7jHDu{^;)NvsGoTbaN&m$42kmz59mvu;9~wK&f0ef-=T zt?1_vI24N>(-r6Bk~G%9*K}X?wqE(1QaP zOa20fl$+x%i4bfNQG35Y&|LudWoI+oDJ2(vRKnHmgp zue*cS?L^2Z4VKxZUa>Bt#{2J9`!Z-V!HIs`_1w>)i*HG!>(Cm*RMj+l$meY@Z(2=# zGX6H&HMBbQ9Gcj;>;YC>)O>tlm%`^MT4P-Xe-r%y9{gO^El2rxRY6!r7Oh02CYCEn zdR^biAX&SCJlPqnzIavI19vRO1rcNg|KunN2iDEqPDf6>fQE67#fvmWAEEsL-y61& z&zou6*5JgoH5ws0d)a8$!X&shZUf~QNY?DJizQQiw~Y$Ib7%ktML#cr%e*ejE%=(iGPu03FQ<1-EDLqM5D+H8)7XW8dOCB&*`9Ju^`Pn1VI0awR&u_PI;DNv2XT6eS z898?G<5JvFPTE^hvi{mE;k4?O8sJcpl&uL>{4uwu`~=Qhx`)R4Z{PAhanDuDhT#xL z+5_}c4{$G`=B;yUTU*F@WP0{4%iJ9>Z4(J>jU8R=^fk7V`6s9pfBzbvWoWILF*;GH zWjj5n#JIXJ6gyWGWO*HI@`g#**)uD=XBKV|M44xB!3dF|}nAFsf3Iz`K1oR4gn`_dY?5M5f` z+ajqns_e^L_4k>xb@tGAD3JBqAYXDRZY4+N$gg4P{*v8uzmEyiW{KGZ>;ez;j>1St z&M98nH=~XXPHfq5128T2gt3`$ZsXrV)$ckV$CtcooWT}GZYGOnucjU|j6WqqPG4Ml z14jZ^fweW?>xp0D?@CXF6u4-a7Zl9xy#@rUg3e2d;(xZ(j@aMgo;yfUTH3RR=p5;1 zc_Lmq4{uSm@4RKh-)E$-mgBL_+;sx@V@aKRqX_{e$qZTyYGkaN`&@T?t^o~k@7Ox( zG91Mo@%Q-)Jb5?2$}@Ilu+R(3-0vS9bZpx<={FbU?4d2H4&2l2M|bmWWl>(PG1+04 zYcw)k7{zFMVeU4|B0w>}ysmH8((-P~&3aeZ-&nM1nOlesMhxsbwtB|KGCRH~bE^N| z+}UtQzMta`DbJ+@tyY)wJ>K-s4z1#0s=nM+;TpW`E>rUzZ%fg#gI;r>8Rdp=nf*_f zgX&Oas;0X{y8yn+>>&(XwC79eZ^k(cf?^9{h#8*ZOJUNFy16^_@sjrHL$qG1 z*)}6z9*)cu_J?!7kzY&hf;ZN{>D*D}EkD0Gg=8(8yWWn`2YRddfM`xUThzq-^R4SS zT9~7}=o7Y6*LI{gC3WwR@vgAklry&v{I)H8uU!UI*;qVUy%Llp1Dj9iciX|P8(qj^ zh)^5h0|6Cx1}v=V<>M@ID(@LqAMFZR9po0eaV{ox*wfG4>O|_C4qo}it~K|#3=C%O}wxzbex0YQ>d?&s}Q zvK7AV(83yS1a*@Z8+{OD`Mv#R0~mIlQPhHa8_}tdKCyQ^BNb;btF<*i_R6in)4C?MELt zuB5(hhh13EPjC;SG)D|p;`BPqH8t%qw|Qqd@41ECNlY987qAyxlSXLhNYh@zqQVq4 zM?ES`moH)4df}1QJ=OK?n??lmkKYEajSav8>6pV{3?alsR9os4rF^#Xol8yzw#j>@ z!o2Ns3obrv>gBDS2cU0^NP?_C9rG@wh# zQ+VJs;|F$yPbfg z3aY`DS2`oJkW@FyGAiFw#zw7j|Hg(D@!nn@|IocqS~&K;A9K49j>bw(IeP99Nm#8r ze;hjrS1?xzg{Wb&y}SMCR|e`FUNsj<6^1@&pGbizgIWe#KL`$jYUrFg5pozN;x5bF z>=xbA^XaQ?|CsaQbGZU@JFFs9`$rW9qY4_Bdf0#n9+3pMNKQ`9sMgb<^O5fWMlPBO z5jF(`u_cgV=w)^E0Yw1_JdwRQwY+8vZTy zkoe=CJjolYuh&J}SQAt+Ql8r!uDjL8Hg4bT9%#RFZUOinlDz4y*;EJfxb@EZq z!Yt7v@!nINAJW@t-7NIVpT2cvrY7?I%JqJyD*RDX4rF-?XMjjB9X3`>C~dv5AJ)=u z!B_9w#HOLJ|4{){nb0;0uV251K-jo|IFDWtEXm(_4FBB7O?#?7ii}yWm|Z|C7|Ir+ zX*_WQpYUVRTtq*#K`A#zisf-P0^ss~*||9GH_OlADU#XPI|P_YASa}uj=TBFT!8Z< ziRrTwTW{1d}Zny`}*IW%(PvupVxMZuz;#>hJd~ z)jKjDt;(sNE3LYhH-CTs_ZMfif1I& zxnDlnxaP)OBu8fD{k%I%Sr!Mc!9PD_V-N9u(mjt5DM)yE##AjocTLn+J`T^hL==^T zYe@Nf5K^oPOy*+qp{2M5c^^)Q3JYu7*w`fFPWVjZsvHa_CE0`3{~HiH%d!BBl)0D7 z_|BBU6-JB|nZeqWOL5;n8P$1vtG8b#ZW+$vMQ5H-JXtid)K(s{m)gg>f<80+*5pCF6W&Zk_P&B z7RcV(buB}d%QdR~4q8g<+in)U?-ra+lFHi)00w7Cv00n|(sn(fu(m4%1%RUP*xE6* z0&`Q}r-$c`BflZdubj4nUmr{N=DRx=f(NiKgNf=8Id9491c!Vyg&pS-leFXLTQmP+ zJCORs_BiMzSAl!DGbg-f+-`FEh3)2}`osA*@tpjQ0Lb!A2hdphU@7I7iiNSd57kG9 z$KQ_ffcbgLjfS=)p*$2Ae6K~KN~hI_qJF6gk6CUm7n}2tqUd9pu++Df@@RGRM)dkD!(DLT}>qDdGYTl{`+>;Id7oqxr zmrsrwq)miy>gF|1|1f}C^fJMB&c*2h63`Z0Ec3Kv+{Ye>Gn)anHkP>B5z7X2PitPh zcncb|zL8NH={CaqHwtjIUJmb<9&b#qNPyL@Fhm5n1G=Em;$o74D=PrYCS=%AG=FoI z6rR@a1V42@&e+U1agZ8YZL*f7t9r~*<&Tk_+!3K&U0vLx8tUp&f-7MZC2S`qA|eTO zmcw2tNZ`#53fsQ4&R+>7+cqQ+mThPt2MQ7oipAqrvgLYUyh)@LORgfb@1zJ9Rw+$u_b(fE_@XD8&;zB$f$_95UN5HSS>(tNCn&xy2lk#S_3l{PKw-c=8t_vrg0;Wm(nfq3T+1ee7#yhS z0y5@tC@S&=q53PwMce%t6^GHFZ;Cdo_k zI&nzHC`N5eKT%N><3Jpk5@XN;1r-@ozz_lmh*1zlv>=Hh9R)GSU<4@*AV>)aip-Wu zLf!o^CS+-W6+7 zQ`D06NP*H3azuN!RwNz})FHH+5uPS!1rlUa4sQMBxBPU}^e=n`u~AAx`RE)Mv!D#0 zz0bP>#5K~j)s4A%5~BJ>C~+laWq02gX}I!%M5DMe`)gO%7JhzMyPlyo&F5$T^Y)5P zAU85X+mhFPXMO4GRWKB~q80sLGz6$q#j_U6jg9CcMUydEBAC*CH+ZV%;m|mir)fot zuYnO?MRl?wc0swy`28l;O*j)LP?$$}#*jq`o5JJAJ4e1gJMKdKxpQkMCg_$_2rdq! zj)>Y@c72+~qcjY|R<lApnu{9>H*J7 zup~=^8qsD?53^di@*_dzJ-x~yr{MXGYu9d%|EAys-H`Q2;Jx!qn%uQ)ht$JHjIg0& z-*s(Ln2xcrBl|}#;uC|cGNofJeRBL~$fP}MZ^kYZEXZ;}sKK!K9redik7l>Jxmk-% zWVkp(#)ZbXUp;SPA*C+#ZpYN4g2&^FD_8J9TRZKbPf|Y#^j+BGE}P&*H)Pz$Uw)b^ z#&!SLRT~f5q2o$#-i+*0yo_yYD-C9p!WAczUAr)n zUU7OvWHlFRlkVuy(F##MJm4MS9|u>7S1Li|l{bJ3-p+Ao=944{W`? zGqv3bYA}pp(&)8b_3Jx{J0Fc4`Dc6H5-|T-0!bnKp_78&0QG?-;-2Mv@t^B(Snx?p zSsIoj-d@mRS*Uk((+mCwn(f;Ycb}>2`Q?`-6bM3H*6g}K?|&&mbmq;gnkjoNI{0~) z|MX+XrPE54PCZ0ED)2=oLR}- zt=ssG3A%--#T7#XPj$PPk02A3K7Pq^Y5>la!;Gp)=C-?4l}k~Eec9tYi$nBhb|oV} zcaEFux;&_zi`X9)W{Y-)a;ysOACwE|8y<96NP}A%6bh{KN~b)_a5gNoM1K9PWiFhLn{EoMT8FJyM!U2QpO2>!S2Oc&FrjqhT#dIK zceU#`*(&-X%P|Ltr`KqTlVAu-csv!27}=cCwu^!ssm>K+9@Xh#q)kmk#Urxh-=bR^acsH&?1j4n;HVKUUhE&(>XC{gOT=b7ziFUI{Xa19<>Ho=u{{2VXpFQS4Vof^Eq?XZZ z6GhN`tJOd)lf+Puy^)cW#df4D=LkpTp(hPnW?3 zUH$~}u5lN}-kT{Q<*6XrD-kN0y_`SnbIj_`adJ(OD^r+% zMyMWzM6T9;ciOPQ!?`rC~-rzq&~EzBv>XHARvKd|_lS z>BeC@nHqMzh%->PTU8{}pAILj^s56sF>+X(%J^B!@G4{%g2d07l+XD9vE{13A$5b2 zH%uUwFTRiFLo8C9dN? zS`j3;fka4m_AJ59Z4!7|Z~5&Wr{QslV`I-q<3rkr1(%XJf(@-EzbhJ0K=Li@Z9I^I z3p=r`{n?1*D_@o4TGUOh*LosYD`k}tjqwQWdY>{Q{eJCxQ|HdLLc4n>J)m0`%AI9& zQv`mhloN#g{?G`t3AQKT-r4imTGh?a&C^f zF)P`H^DwWax0+;=B_>KN+S!?qmfx|ceoN7C0cBv$22jwkWk@guh+ZQDd-tRjbe2pH z^UAOjW1o^duXAJ*bgSSdc0VaEQU!p~<+Y!${W`-=e71mBym+h=cR%}XbIyaeU_0ob zs2~y{n~fm*b?jJxNJr3MeU;X>r`UAjkq|<<>U_!~4Njgl9_X@?RN(kfQX_^`5I8YD z^5hMUV~{*n&B+MSz-`PB2S#a+{@{Zr8CSKecJD3#<@Dv2JfAmSiH!4v_m=ly-*_S2 z3knVvLY^u?e`bJghN(W5fTw_+pm|&%ne^=c={1dSAHN5t5yAsxd2jAx@{7LPtyu3` ztZ9wK3IbL1?$zoPG8EdzDLFZIaG0&Qsw`TwBsS&*(e$k|dzL1l|99vJM3ue4X#*=g z5V1#i0>|gs;>Rhs0Q4edvUEJ07SvCLc>up#$#4MQr-d(DkR6cT+pR5RVdr<`wdzR+ zy6;jT+y*LALUe$N>WQUk^TFogY|*0N;h#Agl>29hec_x5I96lT`L@4`z_@P|f38o&cY?pBhwj39tq}H^23s@^KLGwwg zb)-}dqYvtP)yxwzVhWzsI30AgZWvm}&D}+LDk`KFj%bU!n=X+ziOt+0!oGd!7n@Sng{xS^df88{Z5080FuBW<-Mg3etjYi1$Y3c&2F z#Y-~pk%rGct(M^jicR9E!p85kxE@j{m-ckUU>+FaAGLZ^7WSE< za<*luiCsy~X5gSM3+S0Esh}{4?EuIy469Ch&ClN2d=4c1l*P3aAEF1q)*{Dr1iSkU zT^jpjt`Z{n)&EU0j^%x5Z@e%f*svQdTF{`WL0Y~jx zDz09d{MfD8n82DKTfD;>#&Z(qv>*bpx|;(eUuM%p8Gw?@&eqW!BR`9p7r)x&f+6sc#bKb zmO74_vcSQ!jyszpGvC{N3gT7LL6ZCwfmpM5U3T1`CC=bA8<|0sysh?1?W{qAtgvip z|13oP-Vgs~m1QnW!?aHoA0`{oC~JJ~u3@Ya^0t^}94`u~Gk28k96~*J&Gl^LoA(b? z@5yu;+dQRCh>?L?@heCmf66U5Nj)o32A6^LJ8*ob7j&AXy47E(!V|8Wx=qghSXbbe zfpg5yjg4Q?pBS@P_ubOyzP{G$wE8hN;^ptNmHp|dXMWkihmRhag)>}lR{8=$jm=(US&3BI zB-N`}kdCx@gwD-GU0v42w|Sxhj_k?b)~Tz`Xp_e7l=*=k)Q~?{C#*a8>(mBuMOldK zGJ8x0RF>fhV&m`zlyUMYqHS~iRFiS<{XPB!1z#MXhO>NF`LnVMS!y1Pcfjm24M$av zFt?H4BZx{qbF;i*r!^!k;>maiX}40p#dbUZ#bIsfvrBJ}KHvQC;gix?iU_)5plg*^ z@lVUvR-xF~D#3C7chy*l;90_Wg!;H#p{{>Q9C8r1#1SG^ysmVpctFd--ernt1CyBJaN~gHy^={tE?Q{#VIap!dU|*~5u^$&sniOB$+E?S* zK!3(cZ9+-vPcGt%K8HIzQ|Isi%+IL*Sy6bvy1?EF12IHYNiI-2xJmY_hX@Q>haK6z zgYgg3J?!xte5vM4?Oj@-vpFDVXXTt1VpxMY9ctzz7JL;{yR%{1Dv|X}fFGWZ5HW^k3 zY)Td6&O4$<351*Z!zDqU6hdo}ui?d%ESROJC1}OfWV#$6vD}w=e?ENDn{h_#IS)?q zQHi82E$HV2CNtQTWTFCl*p?C};%Io?nEm*$>if2=8EBprxQZ7jj7|gw42{u>5*AO5 z;{@3vRTEV#?p$(Kuy9lOA(BHQ`bFLQ*EL>0mf)da2@m6VCP2l5ZIKli85Lg6K$S0s zGk+fbTs)5~l9}=0Ap%q7Tr=g%Lb<6Asdb8HX4iey1`+hsIz@k{c~VPZS1Um(b<1gB ztMP%oMH55l^Nr;-7fr`uLQT&sWfIi=IY7l=PTGR2O zT8i+mm>g614#iW6ni35{uWIeO!PvItK~iQa{E^l;)xtmq6y~&kdWNNXzi`IB2M^D| zjNbz;KF{se1TG@8BtQScW*Wr+cQFB!Y9ir{(@Qdi16jpX-vVz4_M ztrK7N7QD%CWu&*q_8&N4p$Vp0(cfzJI;eb*<~Zo4%jV-se8g<2;Vz+>u86v{y0mFj6R#Rk}Kw zCKL)?J%vJ>!9b6%92HTL!2c+EYnglRcRS{N%GT3?ve(wz{iK`sNk=;YUk6VwM>p4P zk}}eg3K9Y*yuIDM6s4qG{^uto-8_#=iSGGu2!CazyUrmm3S})D`7h1!_xc+Zw_l8$jUuq>XO^C zvb2QD_yH4#<>s#Ep=Zx@+pLrwTkO6$e{m&?ddRXrZ+$$96n-ka9ammi*P-xJNn3z} zF-$;+`cFK3yWSJZ(*K?MzQ)KvllrfZOGAd0`Y*wPxqj(urmiv^?9{Irm(~CO{DZ~{ zT|a-W2vwu(+*$HoGAtq@LML4spPoP)s&;q8P)$uO@{|AYH)RQnV&<>qKIak=I1394 z?`CF()34&Osf%DO4fyLB`AGv$o@Q_({RoBC__S&6VY#HH{rmUFU%PhAjd%U}+jjQ{ z_2c8?PqY{3*2&V*(H%W@tmn_yC#7emC247CN1CK6ZT@tWi5y&uw~l{I{rs~(-zGO% z{`vVc+&Xwcu5*Wo*p@9!oZ_ZxC9Yqk-MiFEpFF9pt6Qd^pb!xo`~3UMEBMvW&Y-zf z2M-?Pma)@xOe8C8x>+gkMnuGzX`YpGN4XEv-1M+^vPz(hogFPD%P58RaPi4V_D%cl zI)2EYge+&`x_T^|>;a?gW>Fy%x(}I#;c5aQxw$SCLzk~yNy*Ez?stx}x3jZxbzL2* z7Lr%F$djF&O`$L`F}37btG*o)Kag{N_c?kRN>6X^=+ux!S;Izbxyf>}wN5tQU&OO8 zEGs=dE{ZRXoh)%_-;tJ{UftZxvM@KDcz?LJA+Gl0M@}iLr&V`%pL6eT7VIA!Y&vqY zxVU)cpO>fS_iwRegE+|oWrwyEIrk3cRnk))Sd>V<^-c9Tw_?pTXZ43e?Irh|TOaD^ z>Q-MB+t0$maXyN33s+9@qes#dwaI~x^_gZQy0V!r*a->A$vCxarc_}wM*n=>l|7j# zWxdDSdpo5ooIhyuqsqRfMEkC)&=-x3HIE&d9(n&VVOVxn{iFAv4h24WcM4_X>#0so z|1)@<)c4O3s%fH6pFXv*wGCavuVOR)Dt!oN~b+j22W28a8@i#S$zNTBQI zS`l>Uw$MH8KOer|Q@jTha_vrDV zt10GBd~^NE`d^G<3&(ET+}FJ#+B3&!ct>g7=;&w|k2ObxVY139Wo6~_=g;4DX)g}@ zx(drDlu%8U@0cdL>rh(})617H$!KY8-vl}&~iCyF*nl^GrMMkt3gs)z2guq9P*$#fnWn(`n=h{(P zHMG~jz`dt#rM$d+*UKxL+`YVN5i;XnMYnEUb)?*Tx1XQ<#KeUA%!qAidAYblFnLKm zcJh)pSQ(b}2-gJvTPT^~u|4ftyU`BMMb3{y(>1@T-|IR$I@||8ZB25~3N`m`+)gKh zJxmax2LFlAk8GRYzpt4bY{kK7r``1Va{Y@J3=OgCHSQnG9hv{@Ra#coJv%wb=JNi- zhwi?S8Qr0KL~pef(KA6>S5ISpk`+=e5KA6dwmlcJuv zD@jR_E7?T_6cpAKIeiqLSY|=~>Vzsaf3m(jULVD2o^Q9@sv;l~=ZHeNCS@I~mmr?t z=|FyNAX=O3Zrzhp!gWlKI&i71OyT|e_co4>huYG~!|VFZj0hq! zuvg=xROpCtM;$Oae3<9)3T@hyspEqcVY^_*xlvI)p!a!<$;0#bbUnR;2e~d^zC5zHaOUXo z!y2Env<~80IeZZ`cg=+9w(q#VjN<+vdlmbU zpn#33kHdzY$U>)Uex#G3oN#usDZVdO;dnA6x&3-bLu6#ugKjx$sZLj0Pn#c6oIzjV zVwZKb0=Zxn*?Gjg^nq1%hZNN3J^rlvBN}L0$|WS^Q%f!7re{qRSfpYN)Xmiu0}P+p zNsFd>o}=zY*7+=d0j}4wx37uRrR>UPY}L|C+qbkQdLiY@?7BWkeCXx7zuA(PHC~Yv zC@lD~0j`K(SNpS3obqqCvnH%rf)Mo)q1PjHik46WCp*2JkkH45rB7$(jzH|tA^K5i zFK0Um(1&Ob7qHAJ?VrDnUuxX76b>RLeQL}UpNm^;i|?-#Kfof*!p=(5EHOk&;-iuA zz?wRtz4smMjl*-Y9L(d%FDn1{i$)*SZY2mWqhya*G?ZShDIy7gT7x69B9`8~CiTTe z4|zPk?$Xn0-5m&>!47IFzqFAS6>9wN;m)=QvP5t0)ksDpA%;vII-?SBKFuJ3t3xxu z5pmne$=-?ecoG+57;2rZfM}|0_|igNYIGKOXqs&jKXnDwa`Z?HekF^g(M#adhYuQv zO20xpFvrpZDn;EtoUK_vfQnOpE|oS5YeiXwco_{Y zBFn+Kdg+WchKsMTqh#F`tcu%rfI|6osEoNzQ!}iNy53h;kflnsxwT~(lA*ES=!7G- zO=z8|9Lw=O29Lo587*UsJhb%Kq2(mIv9bp4PM{mT{9@z0XAkEa<=MOL%GP#xwXuuT zN9*5~vmruC>7`mMi#c1;#_e3oDD%0EHQ^hN(-_EkM7dS>fC5HMbja#YT6r#Slcp@H_u1Ynr6Q9JI zz_RqkQ`k#7HACJ&ZpYx9@X+fKS$>Y!d}+wB5z!^b#@zH_#OVzOJOm^;g>UkbU*!~D z`qiD}A<4HrVh=>Mgg>V9aCMdR^zuq5j>8s&WEx@_jLYukgvxKxj;Q*4O6TRP1EpMt zqJ&v0ga2)y4ZW-L7AGL5dlwHmX{T|B6E#I`J9AB6DNO1)R+pC2=4WJxZr{G$Z&r>q zL5vz?rWx7PvlaNyg=^}o-oaAI_#WoE)C#{@oEmC@(lkAmtuH{Y@>*8;Ze&VL5luaR z1PUdNOV%suVM~?O{Ysmk^VL`Ppuj`({M7#=IK;iUBi7+ueP2TB4vcg%WVdapJ8GO% zt@cXIK-1KG=}AOMAcaI5s*oVc-b`H+lQYy*6q7DVzayJD1k0)O@x*`2sg*JiYMy4@ z+n9Ce5PPhg4>`c54AcXhy%lMuOkHsM(UYyuP0YI6DD-whsXa!nhROT%^=p5;zB$?( zr&{y!<;uf{4+D9QjE`?|Z*Pd>w?{F~0$?dDDtdQ!H{HzatdOwqy($;ve;tLT*vua> zU|ZdxXN;96pBSZGrfd>0{pSetI@z@5_ODM)t;w}0c|O>h_pa2#o)peR$s;u#WnLaY z7PsU*Xz_{lMl#r;$Sh9*E54-j(T1{h?9P)XkKT1ZB1DczeP+i7u^rOVRS~ShUBkn1 zO^H(WKsBB&KYM%6wdPsd&(Dk!5aj!(BeK23?VeelRm8=Mb!V3|MU{D?vW@LU_I>f% zEa?R&Bj-}Ei@Wyi;AqXYSc~Usco8q$-PI+~s!G3B%1ZO-(T%TOy?W#~YB%b+ckkW@ zhYIL9w;Zg?IdC5k;mECY1YLp!vda2@!PguQwQ@B@lc1hSXg7Kgap@8Zh4dY1`{ExS z%;f>_4li-*#5qpg-YASL{Gnwl%fDCclE@azFZ8IFdiF6=s;aAZ|L}h|cHb=Tn)zNF zi$0pAsPGUgVRsSh>8=f@_6N9vSrFbPH}3v^`t5Y>xKyT;C;WmuVW?G(1k8JQ*41=;#=E z{W`Z&(7ZWT$#ct=`i>A^aR zfTH4Iva}g{Z!RsZ10K8Q0iU2%x`Y1KyaxwD$#cJ!;aIEQ`tS%1rMkNM#j96W&8K_n znQkd~(I3b$-F^di&L!zF0i(L~m*0DhG`%#FjpJU+MK}6y zqMTgV;7wE;W+4g73Z`~%k}eH&K)t%j@A#2ZHjH}1rb@Rf@80n3yvFR_hn>ch{&q2 zW?%4JABA2P7;L+q&ooQ?s(w z^($AdWOOmRe{k!`wnE*qdO*p9ZOnDdb;(}d-sfXtR{0Kpi%HscJZh7?h>*DJQi0dw z!(qvnKnF=jnICJC5|RCe_Gjd0a)=J=TMAmm1mTfFQ z>%V>5@a@~T&jrWVyt%zA{8O&Q&o92f(|*%`Zd)$!tXpT>Qx|E{6vwX`i*7rbf3Uyb zW^w+nY&)Crm!<42vgZI@J{r}>1#a9C2ddmE7cQVX?@hE0s>ULXpDeMfXUs0M9kX+A z5Mjl6^yvmifu~8?cUw_s@7{X+kc`iOslkoyD?jEOs4eLXvS>LXC?r??A(K3&CKX43 za5=8O{>1#hAIx>>4bPv`pQB$@lf6H4V{A{5n4lmH+KY$DQa|Hmwrx9?mnU^&hYMq1 zVBqzeH|?uJXym>7S+>i`jkdd0a*kWE#fvZ1C%eqXQ1iNay|q^k^WG~8TTSO7Ha2T1r@Y_D-B&vrOEb*5-YG|Yc>mt0%+sN)7|~1mePnSgm&d_amWJWX?m>V5 z<{7&)^mZSmoj*xnyH}#)x{#Tf*)p4Ix&Kz;g9j3pWuD8+%geJ47dhGLiweorFRhCC zQju8pPk*?Je{yx1dP)dWgW;W?4K6eU)QhYVK{!azuu?ot&fW^<)xzfc$5DC!q=48 zI{*mGb@eYlf96J99`vsaoSV|RBD&Wd#K`<)t2F~NGiiUwGFX;-lR(%%dtEcF9DU>E zH|vDb^NWg>Q#wjL?p@s?hyudr!&G<6p?u`~!Y!mq`oIN4?Jn?VDVb)4Qv4ASjQZcE z1viKh#Gh^>AUQ`WlLWPiNfn|3Hz5y2N)rP`cGNE zem(cPbtzsy-<0}|roNi`^yw4+rfl&1!h%TKkMG|J^Z2N^cu#`(f#!SKYm@?JjB?(h z?Y`?f)CPL$vHILdckPP#(FT5Z50B8uNVG#a=TXd3^b;i+7#Y=leTz$T`-gj*4rkje zH9Fr@aS*pRO@wXY?;1Q7m6zirW|_!9=P`O_`p^2qAj3*ag?nPt55?}MLOl*U!SZ6%T)jFo_6=2Kaxc;DJg=Y z`)+M6da4!8#TJ*i)q>vI+S+^Y(<&^?=R!yJa-YEq{rx8*rz1Oq|E=d&4SF>$_W~u0 z56m75KmQtMXJ>NQ4%|Ojk6Pt1_Fb2Gy&}ho)qGXpSs1_W)LjZp+H4KL+>0j#)rT`U z6*#uBBwhsG5|ET!jgnP8@bP~7ClIkb{{H?VR%Xaiw)Xb>B?2uDALi1pw4R-6cOxv} z$uEz!0!-)iQ&Lh0yK`X;Ke(>1Y}xnIZm9-uSX^9ul%HSycl@XAi4zPIQm}5wIbRsA z{I|iw!=t(7>P3w`d-izV-ce~=OYc3*wlgl1HNM z-W33=z>%{EXjk*$1AAm-HG=A5qQ>Q$vQ}^E)FVC0(pdJ|;Q;*@1yPKXK zhE=;~-w;dke~4jb-lvC0cquI0+?zdShkn{Om1oF{iLF%qH@}T%`w5DRi_7(-r0TC< z*Y7&@=W1`#)niUhj8alk9hJfSK;^RS%joH8XS_|;A>HTMwTHAA6Bcfo`wS5!#j76Jn{7d{?eHw_YqXBY%D{zCx*LY}9kQ-9Nc{%^K~@eYZD$ayWX_1}o^dIIm!^cW?K=KolZL zZ_*fv0X0->UVg_8E{YLQ6{YIoktZx0HpGJS7c;HwXNm^q>uY~#lCH-%X?S@l>5HPF z@9Ft5G!%objU=8@_ikDxW##Vg-Ovc6#)Qa4-Ch!YSn=(H*`)EH9Nc17R7h*zp?mwxo1Xu zmhZX9Ef^%h!a&4<`SG`^&F^PB9oC^}Tt`IByqHDf(2TBCUQtm0{gC1KXp6_Rh?pqHC>s34;z(CmRZD;+&^6+|hI zk*?j5KB*s`gfp)bvO382HW?soHC}barcIk7LB+kkxlglkHGAC;}g+QK>v;Cmf#!E$|F?R+4Av>hF)Js#3eiuWFS#^j7uX#X|+h1Qiu| zLPJB{eSEas-KE7%vnZ(9rg)gj`7tJ_A54IX&}WDg)AONxd>m~PMGYy4qwSQq(h>|= zNpOaUAX_+=KR=gzK|2)2Vx6cy#piF8f>G+;%*+&K_BpPc?`S0HPZ513~l1vve~PVYLMN zLsHypcN3M)zOOL>5L60mcXO`A&cc&l*z~VS>^3rDnVtA`4oUWfQtnN?HB@3Il1i*@ z68lm*+Y>x3cuYWYSB`1+Stx_H&3AWGRBn$Afa8E5_v-epwK!#49>sz1sD1a2722N~ zWSiz^XHG%;)6meMLuI{Gy11X!rLC|U!9&*afz>k}h$d%2bCGI|gH&Bpqn;9^rM)G3 zFzfE^+w0LVL=jnp{5gPux+~iPgBbliRD-Sk=ccxX7`8fDmwSu7^+g-b7>B>Qngldr z!o0+F{l%CV8Sj3hiQiw?B_$;ZQV$Kpv)ps*tT2CkbS3r`Pd6RV9=C2A{q0?+_CR0D zKlYmEY2X|e?@m`u1WI$Ui^crhaOKGKbOY#`vETRbM<^!uICSWcEplEKa>|`;n}Qul{==pgyMB$Lp`+J%@Wj3Qtcm*V@bDE% zN=lb*-MYB#_!}Fv#-A$!cWqD&lDMP$B zjgh^h`fg4Ou&t#W3Qc4~ss%^jG+Y2Bu18X)bvHm5ysi?cm|>VKnIC`#lp-K=#yd!J z`o84myDI>_-lyyLd?_F9C_9J36ID6V{OQvk;0czsYZKj6fuW>#?rf+HUlV`nl7LsS zr-`K1e$pn1^G9g$9Qat18hebnt}o=ob-mE zZ9iMhc8i-myokhZ2Y@#+GNNW`dUZyzxn`>U>1i*(Yr?Rpr#xyddSQ=%YHn%KL>%r* zR*5-(e%ZvpNBy2}WnqDfM`dJXX$97gczJoHtNYyB6LU8&FD@%9%dUO+DG`i#czF81 zJ}I#r($aoBzN_yq%GY&8AMv2SeQP6GZYCv(z5CPDaGLe2sPkw~{omrbd5%*id?dh) z6*8CT*;gljt!etShjU#-Q$&$-Ym}SAxQH?Li4Peueo6gY`yL-V%Jr3TldP=CQ-jSM zcHk;{+Q$PVD=UsF1TQ`{rMv{Aa&xEKU8K>V*Z0BLX9a;TTMd|^sjb}$Ab0KXKZmNq z;$q2(PKajfP_bBfd85~DJ4TtY?q?JGJ-$gFTZF~?R)zz?7Va7kt=o>+62QT6Nm_2^ zyjW0BAmT)`c#8jfNC>5D;O|)fcFM`mk7xu11>qAouleHHso^`XgsV|Ko}&cXxVWs+ z)^1R00Q%s%c=4h%dil}EsJ%VdCHde*r4YmE9Tlg?Gb~GzaLRZdJa|CJOSCL6<}ddl zJtz3D*Oj3*0$F_f`_!Jw%dX`2I)DAk8;-*_8k0gILd}Z^)ECx{)x?f;{r-Is%|tg8 zScWxg8j$9VQPW@DQMTx)z_})hDSz;MD8Z!YHHo)D$xj;Ai}Nrm+&wk?t-rHUm3h@F zj~}nr5o8C1gFlnV-3}W;Rc2%b^j;d&_wCM~h0vOH1z}jiM2f51N;M zX!VSdpP%331=v_MtS2iM*99P|dq}qU2^7tPciz@wJ=}-djIx@C9{};LUaxo_KqmzfIU@Ixx%KCthFr&wA14`;cgM*pAfI<>y6kmz zbs+M1kYeNmXA3pw0ONb{bcAFgj4x`RhN0mapl~$vsIw_`+0RqE9%PGIpa1nCbB#*S zd<4okX&eC?YQY~hgQ}CTuCPoULZy{H{)P{Fa&==PBf1VvI2vkdYg6D_sj8|{YKV!A zy--=H8q233BqR8xDwK}2p`@uzs%73>+9yqmzRd*P-F)Z%&~D z9*e(v^*pjvH%ijT)YP@Xvb*!6I@E)az9eSVsl2V5-n8sdD4v=b`YH(6&BVZf?~cD9FKO(vv+U^L-9<7wod3QS~@!L zhoM;6mrq3t;3`0N4Zm||0}+Su3--g`o}K=r=s$6SU@MTiRpQ<1 zxqMRe0Zjn9WUxMwHd6YpZ^*H7a)!YJLm)JiY}H53t&;s9#a>;P>G6dP!Eb&hUwwBL zJRCh;Dt;q2*_D$uD#4GDgO;sWanHIkNdD9xKJ?PY*(M@M)2j3;U%!b%ct>dry>Nm4 z?Af#Abl_0;Kq7yR!Yb0%S?WQjsHoWAQC46%Inn=)PE1S;Eq)bNI1&+Ui(DgrdMvHw z*`wRHZ@(*YHY3IzFahSz{N>o#*=6kN7!W&fJ81pj23$Zp845I^==*zf{+p^Q3aY0% zTrQ))8>D<l61G7dyPP2Larxvp9mpb>p*y_LnGQ*aIV`TO@k5_k9X z6d&@`v&3h=1J4S9A)`=VP)=}oj%o+^kMvBt1Er<=_isx{x=|z)yeku!!t6r*6xoOr zNSj%FwnT}WlsomuGW%s_W3-~rfWXe3Ygh4X-#lcJ#Y}Ck#WyYKO*%YF$+(ItFlj!f z3cd**IXn>sUPO<|nppaZExtmdra|EzoR@kaOSmA%OT%wkQI^ttiH;X?K`kVH>qQF1 zP31e45z6k02P2d!s{;-#Vl%g)bCa4uS}YqIn*a+#ovM|URr(RO1Qv8mk*z9%f+>ai zCfw8~S$A)#EI3Qard@MpSk~MEx++d(jVb&zuL`~bW!DeE@Re44%FC~285+3d)Geav!kw8I)~Mv9?u(|XFm0(qZ%bE7MLRycn7Il9XVIVwr1H=|4F@^Km!BjV{dLn z;vs8bTx)ABk)3MIJfEii!$o9Z4O5IpTLzARn1t zAPgy6()p~+b=O-Oxg|f9Gqz4B(Dyvvy?;MD(caM5HD?(MNBY1iK?rg%#PPRp=eBr& z33vyJA!%@osZB`Ax`JcH6mTxG_O8w;;KPt}=jc%P=+XIm4}V*)tE)@04PN&w>Q8qA zf3Spm2RIAck*;b2bvi2oZI2#34_5~B1|@E!=b64l>y2%0-=411xWF75AJ6*q*)v-^ zyR&Gd2^ICkcc=y~GFumyBVDC`J-ocG{MD)nrCad`84-Er?!nx{XmzgLuY@561}q)B zLqL6fZN5O2WY0)>#pZ0=wvA)~a&Gav#GB;j=cnUx+`(Zv3RiX?4&4>!j;F7ZwygjX zKaW?!E3VkObt}<(P^xMc7v?+`=TGDCYjgx5=|n_Doh>NXc7b^vEoBC~HUhXREHBRu zYNWZfRm$B`EBOosqQQEYcVO0frgUxwf+;0n_Oe)>6mQG&rErHdJ5%%Tt?WX>-#(uxa!$lecY zSSg7}PgG5xTg3m#@z6U|-)Ipn&2)pmoD9d3i7*FZHc5 z#UM#`IdSztq$NqYtYp905@upHN<_Q6)%is2b5nhyX!ksRj^hGjS~X72rJFamXu7v$|d`MVUmJMsR8!}rR*l|zIq18mJ$*X!4TPpgwwOaCZxx zTo0@n5|9~{SlHENla`U8Zf1r!C{%;0c=df=znjIUGtZ%}ccV)0bo)kBM*?vGNz<=- zjNjM#);UyDY^Dj9SI|uN3Z%*vXcDx&y}k2e()C*YeT8ETSYOjSFmNCl@4-UZ;~WK3WhCS_;!xG(;N2LF--%Q4peU{NZ3IM;A9JAD%Zy(nM9MN!5zJD%-x82%JKp zAj+k#O+`WCrT)GD+0LCqEz3H4iMp650+B%d-{Jx*H+KXCcyz_Wn>RDSp6l-J zzWJIFOl+&ba%ucf1gDT5-UA-27b%H*`w13+;*EDa+7QV&SXZ`;DD2ur%#DOLM<%cV z+@KKd3(rHLfVxTioB^OmpyKS*P&8I1Iz0UUj1;>@aWW=i5h#T^CuD_^|BXo zdZ->aCs@rwOC@+@k1_xoJvudPrQ|n4K^E=#aw=K_OC`v`=&;DqAXX0!?A*vK zAbs+FE^)I?nR|uC6JBBWzD7GvHYs5g@uJBEK6BH zOEi8~rc{mpd`mikix-)}C!|-k`_>^wV85?T)BVK+PiXyH#6uU+^Stf0{PQ*$tCY-g$j zkpG^OCnX@ep99N9Vg(Ux4$_7QWWkGnwFg>`AHw^D!|6)w>z|99*Y0rbhyc0OjhK7! z^5t&i<9Zh$^i?R4+g&@j(R`^r^PeQ(YD__vu(9W`wqDPO^kjUb}x}X=}bn1AzQA8vK*-l4CrwXhn(=D|>D6)jB zKy5;}F9VC1-ZGj_`nu|KD~K&x@3w-GiQd1jp=jy8!*{_=@o(d<(wyFJ;~*faMeqbV z9Maa{U)_R5r75IlO0uXgGmQF{6`Xfm`E5n!}z&=sQ14z3tNc7ui%o0hhbnBUR4YCRN`GJ9yb z``9s20MlimY66RYq5jgSDczg~PKnCB@V<`fL~S{rLrj9McOy>^-S1JeWUTO#wiC!u z=S4S9ARs7b`oEm;V7{MSO_r$b9*} zLx;16!qihbhV_XG1%?O#cLbLvtciLC*JnHO@T$sUpYZEX>x3Rf9^G|h6eQazj(ceg|gP=wp8hps3f`VFYg0pm0zEfG;vC18ev_K2BhI|JM{go@tye^V^q ze_{vN-mVz=)f9o~h~|$zdk7@GG>Q~aZ18Nm_4F7KRNcRRMZ(xtTU)E~P(~}SA$$%0 zBb#d4Bp0;9bt#{riNh8_xHM2=h%q{}!$dI!jJ{H?Z0zYN3l9FGO5iL<&K=koN9D?s zF`#pqp+0pAQ$^3w1g5t=DKF=OE!U{@XT?)?1}*F5@r^8dD=xL(+zwaR8sbCp-`>*T zzCt+6nT|W+W7rbq0@`{F1>T&nJ9n(|TlX{?KlAq?1s*+;*drHpby|4Pw)$LsEU^pK z0UR;u^nf4|d==8)G&HOLy~CzGcp&WQum;s#rn5YIzkqK}c1-o_s2v4TbTaWyrNRGH zU{?$Ut;Xr}1QTbR@RES%s5ea-fa&ynL4jAh-dsIrM^J#)#w?FD4`hBEB=XW zr3-Gaq>~XlqON|nZiNHvX*lX2S5^T3DZ`+$(QB7+JF2JfrcK(%Zh}dRZhv`$!3kM` zbPI?bLjS>@MkFkvyMV_QX*+CTq5tvk-?*DMZ(7bhIX!+X05S`4aH2Z`#Yz;D<8y$~ z#F2#{KS%5kuV2dq%(yF^nKF1ddKAShG$Da=87&Q=VzMWRD-rZChW1vX6rXT*zGr-I z&vmr8fSw#1roGTWWAVe#5W<&N-}L{;DBW2&9~Ra(SAO*9(eGtLiKO|!f5{9UD7_P3 z9*Y#8{328^gg#lu@%=`Uc=2`YI$%lSzm+evF>B}HB?>LSP%rSPuY|gFsP1!fhM-d*2yUf?cDb-JCv2zLu_D+oscO>hJ(dQ|%ve}Cd40&h(mls$$&hY=iJI#-Vemh17v3JD-%4R5uF{*T@`$nMkdQ$z~K(8+-e6 z&~Iv%lHuv%BSlV}P#R@0M~fCDvQwChG!nHDTlUvgstLhN2m#b++p+I2W!nif-{t%J z62t75FJFk{gq9?{a&eXkpi!!&bW9d>2P((AR4pcM9-bOF0UzFb=IZLoSh)k%^%;2Q zNDLw_?;*ibLeN1GJ62FoP=9M4KY;+>j-hWRvg?115i{=&gOq%SY^!IA#crLkC@MPV zXYu=FJQn(qHX6&6^z`KvOce^^*_i=mBc~UDY^vMadC`=-o<6xOzD8yG|Aj?UiZpsK zK;}PKjaU9>;x4wJ4Zu-rRcI>T>txYCb-J;y?*Y4 zU*v`I6iO@^p(Tbez)!O~L%@t%e7;-2{K*%9v+;dH!J~=E$t8Ze){eKAj8XfI|5!yn zY_uHblNi8XpqmA5-dODTE_FGWtgD`<8xyhL7u+iT?itv83Iu2u`W85qdeJ8L^!>+X znQn!SzlRWg=r+n8woCr@O1^Z7LNT${`3O~H$BrH3lg_KBSO#X(k~x)Bw$#<3=HC}@ z#=UsCwQU6t@cxB)t6o8k3xs_w%QeY2xcvUev=TTm0R-o~>Q{(SJdQ&cy2h9L0q78uMOg}%s(a6$txCE2mS+{T?rB&oB86Jifq59v8Q>k`%{M9PodP$3)Sh2e0k^~m zIP@-9Z-_IZu6^wuDD@QLCk*>mTN%=_LRE#c3J)D-(2!)=tKyZTl@nA4W)i#F&|X{Otx}GR5}l@fXNb zQ3U5UA7=QBZ|J=T9;gr9zx~}ONG$~Xf)rEibb8uR5G%#BLdPpoNb zV#31vEzHUhaT!qF4wN5GmuOqD%S|_a4F7_(Zy?G57&yE&Ed?x0J`@JZnDX0tG3aM- zWKi)eh)vo!4p`Fd(d(nEo0q!V=C=@{fhYyUg%9SVPWvK8zog+3pshS=B1eT>WTrCo zI-~D@6rbH8z+R7m7BMio-=7Q-4H>L5lBsRuRWWc({7@FoVrI9mEau)lVUXsC+gPF) z!#)DNdplIHN0`I`Q)w~qNd}dv7TJxn^QAi2DmIexfS{rcwFBp8WTyUnjRxND!qN47 zmiQ`Jm7jR?3=A%+4|Brj+7C4xeC(2L%i$vG@9?;&h%?-rl6Bxd7f~H9is8 zftg#H0-~cDs%A4>Wp>%WAUTt4CMzpToh4UP?7(;$J*W^yWYi>zZ4nAgWcPTbJ?r zVX*x~GbQ(Mk@&=CkiIoUw(RLSi<+NRw_+B!gRD5zdKqGkKu)oT)}>967t(Awm$y z$i&N=Nc9X1Fycp`4{|uKYOJFUfLx_EG)I3h#9zH59E5Sn948E4K;>m1>=?@b_qm;* zqor`#y0DE}DvFSO)=Rd|oiRznQqz@K59xo>o3RBw zo|%u�L&$zfdy}&xNc(z!P@i9JI0T?FXU70R2}3rZU~SzC~P|k*pawK8J_9d9J*Gs15ujE=?E|iZQ^H zj;^UPOEmWhM;q6G`9&;vdDR?e}7p4CEN_J_RDoXZ(6M8oAif~4Wwt5NbV|0OBbg|v-8y{4&t8K@D z#3G%ah1D2NZ!`O}5FI@GYm>)`Kol%^Q#U@JQ!<~OnGrywf>K2Pxf}$nJ5=9|qN142 z)g6%gQW>lYoK8kDA{P#qd5Vw{fcrfGD0R&N>2@M zpa@7y8wITLLOUX|Pgm-dmp3LdVE5esa~~`zHK;e~ZSZVI#GQ2m4-9+6IcOpPiA3?% zFG>b6iM(GI#|!=%gif}F7w3<%WUMyOCvj2n?eb;bw{IUBxf;xOkV_fhSuHWmtCy4@ zkWffuY2d%^<{E{p45`0{6+!8#w&#O2KijYVcNQ0aEwjX?#W{G&;jRXyO zB^El5>HUMN2nRPa+UxL*SE15Eb{!8-BWDz*YU`%0xfI;HLT3I21_W$WA0=`PUX2tc zbgSo|JyQmMMuEduVY+xkb9(Suz+YLkvJyq#K7KqPv^nzFDzk%omx#BKpKrhXtUif~ zPY5&8@}pxj%`sgGh)asl^Em!B;5*8md;9u6hoDG&LBQvvBj%QK;s6R<4u&mziew7^ z^>1-y%<6iu!E7lr5MZGG>;?zV^q>z%5rPW-gUdU@UhM!p>@kw?e+Yt(TrKqCbqfN!zt$8c8nQZ$4%OX{UWp}{r8zn)}=Cis(dO( z0}e&d8gR zSBifbrA(rOqSt|gnzh6z^`2NhF*5-!T>}G-x91o7CZ9RHMv?m8ZYHq<(D=@)2~>ev z)_cN{MD4TUsaHB|m(E^hzrMb9OBIIV-@~(dBx?%Re6}l|oT3Kz?=AVAN(!4c``o#6 zhb_~6?RGDJ-6a(*L~*%Y!;Q9?qyhu>c*f0<`;X~P!k~aYyP&Y?1v{0K6W{nBQ?`pb z`M`)-V2sN}G+y)MCDV(KKts*L=Z2#}#&4FpO_u7 z-k3>>wQNVbpx5yf-ALmOGAZ5VlpD&foHB{OvIW7r0s?8aJw)UWyKI+&b1 z`Jit6_m3Y3+eG5oq&c>9q1%9ol#7TNIJ!2V42jPLMJZ(#gOCY-+4=dc4HB^OO8?yu zQrP3j2(;UiNGZuN_o!A#B>fA5qJ35z?g)J zFDxpW(Ok5)I2pk8fn^yR><%HI>tPbJb#sdYxm(n1AMA*yAY>t!-S{~nM;J4gs6#i$ zM0Gt=*G+9EEpTLz2K3%svMJwGvMxRz3y4NAd;Gusa$5gSq{MZBs)-xVBVuJZvp9 zTn`&(*v^@rYrD{cg4_)N5Y{FNzXIe3EuNhy8$J2AZ?8v}M;I}(xgaTOfXn*^29eif z6WiO`xU%=)^)CK*`;2ufuGhg3?RC@e{wybC!}?G<3IS-q2E7mr35!0^k}X^`1iKS7 zeQrKQZ-&*YS9``xqoxvD8!9sKi-P50pb%~O#!k0bEKWD99rf?u0y7hHGOX$Q=a+}* zz@l$C$sX^S4K^00mntkC)8rLs04FEsG1f!wZ>y=PLAh?Q;|-69hzc)XZudrZuS4W! zj^NX?1=-nR0ECo)@_-?I;ycCz5=Rr}uo{)WVdi0EX4D?UmO0;1nkr0S6QL4Zk7cGY zA_t>tz<8?xzT+9|D0j0D1vK2pX94=)y1a0V9gv&5nm>LF!zD=>21x{rMNWb0A_6^N zf-UZcLqRdOuppOM_<>%DpOrK$y5eutZp6pS%Y@6LvXXn066!!ZL(?JB7Z5>|3m+C+ zh2$^sBd5dcC^#V@Fwuf{-;^JK9+9|ZFbAbt2uN+zdm9Za1?D)xqKANZY%W*7yhVkE zLy8GS5tc(numBC9d&zhQWUsYO{2V^rHOmR}hR-BiC)jpkzB0JEV{htL^jD)ZfVk#YLS2Ioy5GeAh(ztPcQIeIhcj@7$;$AyJbFV_+SYPyuD zC_RB(+7>i6C|dFJ@;9!$o*Vk~wvTyF25^D?PH z3>CKVRM1e&4;|8dFo-_waX|r@wjWJIQ$^}dUy)Bm+BO&Pzq@UOix5OU zS``}HaZc5*Apj3!!McG8u#?`CtyY#Au-ugpi(5qCG@t*k4S4@zqvh#4#_ql9=-zyY z1rSb2-c`Ii&LbXL{J|xH|3O*M$?o;-Z>B-l_4(=PZMa)ztJMYw8+eZznDww+Z0+c7 zBjXmu+u~5%p%KL4dwR=yp%;?iMJXNHYW3&G4|7;mRgKqTm`H$zr| zaIhQWSY%os*H74@^>+95-2;{%?$-2T$Cj-4mZ8gx?Qs~vLn{`CeE6SbjaxNHiBRu& z4lX)6#}2`fhGcyYye)<()Icu7=E1UV z-AW8G*$p<-*Dr@+078e548#-B|Ld16CK+)-#nlsMkc%+{i^7)rV$Q<++qZ9IGl;ze zKS;(qaI|0?xo+}}F3PJj>WQ!TnPuwlTDPak!h%CX!H~)3K0VwvcoX;_q~wUuq~P$+ zt4Oi%Mbgc9`#++}^#`w!2mo|L{ar!$ZJRj^VnN_x#+);o^^*rVj8EKh^aNO{pzXk1 zlzxP%VGKr~Bvo?oIm#O!+iEmrd<|7!R3F2;C zhFiEOBSKqwcUm2b;@^h(3fAn^q&Z%?)~hNNBk@5kDHE6 zI@8#=PRVM>DepyVB_za2y%^X@f9XyY1$DtfIT7dlEX%@2FG;VE7C<#gw_Fxq(NiC< zd!2WRhySrB=fj`+)W2M>@he4MMurvU>pG-nGEPB~5B^_G%t${Dhl1m&_mOTCDYtZV zKsbmgIOgK-)D-~PsqcSMuK^Ch{9xD|0}!>E0Pg-(t7y_GLx)Hm`@mrR)}hOdw?2P1 zkNo-h_3PY1eQ}QT^F1K)NI@cy9@b1UBTuIML7vva+)WI-#7BVqOYj~<>I4}Hcs(>o zmog#lcvqb@Py3ia#$!p`dIQe|9Ii1f0A)?=fi#!rN=58#?oKB%IU5YnW0M;nLKqF3W>5Jl~SRBtg=Ni$||c!%1*+<=$=XoCIaU3TU6Lueqmx0Blgvh5JWjE|w zQA1`7@lslB;{}dvEU;}-bXb2N!h84Zq`YuWrOqq?E)jYYmj~Pd@~9IrP$)3TL;pv> zbcnHwG(Fb?5Jvf`y3n!P0TOkPCY1ApuRC60k?+)4T3=spkZ-pV!A$@H6j)8jwu8El zM?2A8F1yX{9jyGK&9G5tm^Sdo&LIS9onIpemd=3mfFA*&*zyo&N|EQILC^Dr8UraD zQK*8z--$S7iM>M0_o-jM2%VKs#Xy-rTzy?wCy`H7R4uhVB!rXTT*%xIh$|wzA=Yz| zc_8SS{KF# ztl59nH#a|tSGh%;xfIp-u-A|&U5Kb9y!uMu&M0;gYYk!+5II1YyQrIzgplNU%#cff zGX-Dem4NQUZO;Gqfx0n_0f;&W^1h|ceT|O*Q4;o>xN&g@qB-r~fScHnpj-yJ0VR$k zvUD(BJAh^H!veV(8JTi-!`9WD0?7R?$`ui7J4NK97R9F#`q?o3-v-M4m+ICP>z! zCtW43I4%<$8uI7QEGqR(GaC@psu1b0W5O{UOe`_?Ffkm>_){?y3aMSdAYQM~ZCu26 z@tWJm5fc)kyje}aB-|%zfZ`DKKd29#01vd2cHx9E;g3N0A9McCEMYA}MqgbAIxNeg zMT=6dT*PW%B}7LvSPQn#rDQZ-0{YUP zgWwR@G!fGg`x&6!7WpM$yaGZY31f;gA}#n=;a-QrZK=d5DAjb^@JJMetZswJS;#El zxW0y9r1ng681CM?#{n*A(`%oF%ZURcVLTGnEE0T|k033Me(L0RgOCM=#|yyZC@OG; z@QT<&WW8u@2;ne}@ z>FLX6_kchoU_#+O<@jsAx^C`PDcD#Bq@n~vU{T^5gQJv85l$LE-4aX*KVG`MtsGFQ zicFaETg^Nkwl9=lMabQOX-zyRPgdq-ya|+x7MJ9fi1L zHDcElL@(XAW$V@#=dJ>kB1AY6lOaCtNmX0f%@tZ&u`ZzW%jnPafV^;p->G{#HT%1| z9;b|4@mEfv(}W#=Tdwa{jjUhcI8c1CDehAUya7{0Vo$Xo^Ajyrb4pUFWlJEtiDJgRv>ObHAsYsXaIfK7V?G zVc!?C>GgQ5r+-k;a*Zy*B`D(5ua`g`gnys}LTJ=bJFaV_t6gzdYgZJ+hkUU$(d{#G zchr&Q^z-o%&VnJd$PgXR+t+xD^{Uf@i;JDdIWu~l5UXT^d&Yu{8|H8u;9YeM+9ccx zTBYTn97#KN&BfUv_+#o>ENBJ7U@u=nSaL-t8EoDc?~}03gEGsfR7D=vR9AOkHLIo% zsKwguur&VuAQ^YZG0>36cR)EKnx%f`P7?lEPn#dkL*fhL^brUl*sGT?{mKU}Cth__ zQ?)MtqL}b1Z~1ohT!5bmaE>D(68oIV?_Ec#W$J_+N-jbc+mi{*2XGeNnHdzVwUP{P zuy)8-k?I-1AMLjNii*#T#DhRY;73Uq8qOtkIQ+$axOG7g+KIzvi4uPQ7U59)Jdt3n zuhwB^W>)>41N`RU!-qshL8v$*qc8{~w>r|GhXn=U@79Zpt9xu+PLVRd*KfDT-2g{O zw1Uh-LXshzzq`1oh>+cZ?^{nx1a*1640Nhc{V}1}BTn~^#k=p<|0B(5XP!#d}$43Yavo#TM3;eT0wEcA~ zjOwjBqF?VZSrRZUCGqOF$jf$py`-^qHCS9vP)c6}_k)Prw;!X9209$Fv1(LlLSQAv76Pp<~cJ5P%1KE(l><;mHI#JfYFx{siriShAC~hzi9~M7Jz{ zRV>RyIpt{`wG`xL$?EVt5%VFRE$F3K`W4-79Eo%#4BYw0g8~#?0E*XLW zGBy_CBr8{spagboq(*%o7Zg)I8`SwIkE*a0074U((yn3a_;M#&6LYPH;9$Q;>ep13z-@sh`^ zts}pdJ^0ZzI7oVHpqRj=W2qST%`4?1G7el&d1bq9zP-)~3OPS29@xy8nA?!F+iOOsWxF@{!T@yR=pT)tshqZN-Xm3}aUqmcq5zc`3T2>W2LLM4 zAm#WSVw?Bbw0s^yyPl zivTMi)bMrUe%Ox3VSC4?My=nUpZu6sUAitbaJwtoYia>W3PJxK2808Yg8{D(m$qsJ zV!8yy_z5rv0c6KMIEEX?2lhp;YB~7%e#*LS-|T%QqwB&rJ;Ur%vW_u8sSc|LgLmp#{RFR>>T6G(YyR{0%ImlPc@dk!4^4m@C zSJbn!~IpH?u}TcE)I{$e&qT zbZMmw<(2=F4dw7FK}!QjZs6f|?C4Pnq7xFLgNN?Z*Zsp`tVaX-qpWLpq7kb;ZfOah zkQZP7uS!y;_LNR5%_|TpfgN>QwR-=r{*Tt-s;XQ|mR!Vzf%XUNxE+{i=N~MfNOunK z--XYa!V3ln=}kiuL{esJwo4#PQj~L3ah;wie+FiT?agT&8=+UwlmbH~MP`7wYqxCC zvD$^rh2pG`(+OPAmNdW60CKc}sX=qiQ53> z&83J549=pbK(rhHQx;7_5YFWnAG|uemO0^`+;1Sv1Y0Cm1DwE!9t_u;3_6J<_a7y- zRqaM3;0)C6nc+(>#-XF@QZcOhS9Jw<#v^z%5e35t`TPH1BB3n_V8#6#Ay+Of0H*Q zWgLs=OHfiUO&vfMMQrbg8yD714el)tUfv+YJmyIMme^yL`s3~PVVnT>kxvsU2rkMP zu+%ocz9<9d45<29K{kPYp9`??Erav849T(wSWDFC_d(^xS9F2WT8+z$5XJHJakwc+ zVnXDpIPp1C)>DN2iOX^>xD())a$^Jy$~|@<4O>6)gOwts5okw<*%azoEKrT?1tdxo z!~|Z~^z>BcoRyW4iEnoP_GWMFH8P(I&!0a}>Xbwe2G*;p1<6HQLw?$tHru=oB3uH5 zeFQ2-f#8JAsJ10c;`b1xjFIcjM{qD=82WvpUqIc2{rvuW@CGH_qks;_fIr!_;FxVwst@st zL~(9OHzD>CZ$GSs>X!QfM5h6M^gh(LESnKLYJpr%9C4T_6yFwsg!=?A6Dh+Ie`HV^ z87R;a39l9+XvReKd#MfwDR$IWFr~yo0*~|M8_WdpLE?uEtC89tzkYu}EJCDD!WIV(t_8@(Q2R*|8S;CacP>q74T zKD5_4^|8!R$|X2s&t(yaSx;!m&x~AQ;jb?D>ZdosZ2{>1&OaZ%g>q8eY@-BQAIDcR2d=x2Ljm+_cdItoyd8TrRaw zZ%>X*D+Wx&?tk$~JbGfXqAkgj=Zyk!GzNql)op*2vw1<}biq`&J; zyZ{b~nUt;oY*&TM4*d%@noPh!KE(@Q&gjPi>@d}hTefcxFH+B)!CqQYxA4eP3Lanw zY>4oW^0+;6ga@DrX>n4`VZc%E{K>U!q5@P%(L)bz7+BfcZ*=ng7He4Ql2vVvip{(C z?_;nuP-I){1zuaIThPWAwmOEHo+gb&KWBtCa{hrVn546Kx?xy`i>4g`_AN;lFTG*k zW7EbZb%x%KL`0bIb>XzR>BJj8;@ruPRFWNbV?|D1&47${A# z?pcEsRbF6+b^}ZQoX6#dtYSVw3_|;X%w+W}feC)>RNk^B$77-naF9*pH`&j1&apkw z8Y1z^2fh2(#l*(-Aj0|8EVcwY2=vH+%<0*?LWP)C(=Yjm`ER*>Lc~xLW1!pqH8b4* z#QU$NmpQ|TyDTyoY#8F1-X*~o;BMqfj+-yGrd+l-ZuVuN5KYSQM0!aCpa?KEL7|Y@ zEwl*r%ER*TSz4gg1oeS#9ZCSKCl4JKR*GaGU_0t`KCpd=#kvNMYh;n)Wgt1O%2SqTFYGSN4wdZLlUDUyJr$RO*C zPQk)1Ml<60pIFZ;K|$d=TX{(GzF#ZW{mA**8YPvhX<`ZEt)iETn=%>~dI#aQf-r-h zki%Z8DF|^QZ=f~WS_$lAdDP4)vyGM{Zi{`p;kMoPADWC5*4-@|_ujXHcnz{Jx-1EN zM`BC7Mx;`B#Tg)=9@y{NF+!*~;>yvqSRU{o*CycFH6|+3oG|S%_)l?Fan7D2{<;Pz zdE%a4>wNGhuEQGpfG*G$VHo*HJGfgUP-IrFR_&vWeyhR}*or*@loBwd-Fb$=H7{KeB@pEx$4;BnkzUDQv(dX5B;DwV}5An>lfY)JCS zA3qo=0EK%>J)pfqso@dZ?ip`H#1+=b2fk!83am2 z4CEf(CdhGuV(lVJyNVL!%%5u0^zPDocrlzd=-89x7zUE`YEFn=Eg5To zhO@D;1@Q+FtC9bvu&Y!=kPHO`6zmWKk%1xWdtETGqQH~{$ovHggvQ+sKB#u(No08H z)KnzQ%m+%qU^*X8w-?ai0k0NXZ(L+Wyl1c#_Y3RqQ|MVq67rj3qh9Ld#5G-d_x5cT zS=loFpfy}v%s}(eDu}DM(YV$Wl5wEHl5hls;ZGQp)_u5kiSH7|^9@MkbK2(3oqH7F z3+ODIaKj3ysN@&wFaHNM0Dny-{nmu1vb9ox(lu^kBON+f^pli0X(@@WmoXwC*n51D z4Xe9@Di=6Iv0(1|w7&ZIk@Qj_)yTx!0QGuL9VUb~kTs~@`E6{yAqeLg7dkDHu_VqV zq}YTlqkCuqbvwG`I@x3C!R#7MR$_UA-4b3>2K)dgNKFt7asuPT63BBd0orxt>-*N$ zV&&h$8#x2z_JFu>b%i83i$1M`TCximj}Rm+#=Vtb zygyRE@%`(H_*`3pOfMYY`xP;M?TY*Z#63rs8}Mjg{PCX068%zFbGHJZR#mYk>|5Ox zqvdSE1Im(_f@peXN)q5b1+mOC9}Z|~$rIizD4H?D8={cETQ=_{o$BZXV-20`_^|JX z;JOF-Fn@y9q>ctw2E4fau<5%IPt-nuou;Zky?i|Rt3uyp_-EYXaSxQ)aS@fr4{wNu zcA^8?7DBiu><3h9y3q@C545__`mhYblC7@>k~a z$rL6m9*PeL4g7~Cu*R|wm62KxQY%8R2Wyb<7f~KCwr0W&S&u#eT-LgIOH%u|>{(dJ zJrf!h2I?rg)((Lo_n@~{(P&W@#M6mP2H@*{gaD{q!u@*@D!2C$nty9fUj?u*@j+*; z*eh7&)u_N#%lx4I%!|W`S9AmTbI?yLG=Ih_`jCy#?CCd14Tv={k(PjRM=Hn20!gBc zIx9e*uk#kH1aUaIa1#)urOTGdOLC;dX)maWCc;JxVolOv!coH#K%F*1*8Qv_Tjp8v z0cqL?gfGFd04CI6X{yBvpz7J%*Z1Yu4n^w;;a5SxjY-IgUsdSSvy6?HyDXN7N@FlHw$%4)O?GG+YuO>@DGqR|r}OhEj<9N7AndJ4Yc^!5WA&EWg+7 zzX~NxCF;xd#m=@A%`p}AvsmCy;9U_|7XVi>fy8R1ND_`cCBluA9YqSj?HvFNh(4Q0 z)hW`RHVEadE>wRaps66p816|?TLaR9lg>f+4^X#`k;cvdhi4xGMT-og)<>iRSd=I~ zNc5sBPM}LN&ZiMrCnY9=_M$ywKzNQff`dmZ9&O#)@%i&*6nKSbU#&#WpVj4eKmf#> z*(h4ayaR^-es>(ZA+6gk`r_voj(1@{C}*!H8%bX@rVqVF2;EFw9SpK7;@n(Tao#wZYbu=7gl$G67%O38os1 zup9|vIRG$(4OhaOz>-HrgTx&O7Kf+CZArR#Se{D-QX#I5hI4VJp*|3cLLlN6C1e8& z@6PW>OoNskD=ckvUQFK%rNScmbZgY>?m)SQuDMNGowkf$iZF$Z!Y%1p@X` z6h!v}Sp<{p3NW&e$Di1>4#%m(CpU51`n=7DXxJ&P3{~VoBgB{wiKvIh+F3ZUK{ew8 zG#%6Ivj&?CPvr~lU-c+-2C=y2NsNv2R3T*px8)$`{!)9!&SWo4C!@h%37gRtHy zQck<#9J}chB1xws^`r3GGJ9~tzn1@>gJjL^+CEZsB7Ar-O=D7oOWIHxCKxNK0=3+S zQt(eZySp!e3`N+&SV`dq(Fn&V&|N}{%3%FW5s$Ns5rv%XUSN~*AbJihu;bTuB4%?P z&TfmlOwM!ermxWK{njysbf)ZDSleHx`IS@KpjjquP%r`_qb>x*0m+gj?;z@VsHgle zLPf&`!$z#ai8MRVkRNTNh-2^`XU2mwUrq+RPco@`lDmXdC^$lQ;1nP*9zIQ!`((Z0 zgk|R)xEd7n6zVnyYy@OT=8y;|@(dvmDg;R*CSOHE_ZTS+ukQDYivLf zIPZ^v4PY}+M~@!m)0cJq*e*dD73$`bPPthb+6w}A-F~E7Fy}x1K6qTj&h-tnqDCcW z7tx3<5}Yig%O&w?f|Nv&M`GKy{AZs2B_mOdLy=fM8J~)3yz^?1Y?0EGEWdd$9jEUe~^od{vWf8$Y!9bmvzq zmNM1a$UxF#7n-BUJwlu;Y9;<}PeaK-ERYb0AcaHyU#ENkX1+wwjkZ6XC~_{D5b=T; z8jeyX)Idwo`%0PjjY5*fS7$dVG@?dwAA2})RfO*2%)vx$rK<~ZNhSApe&ysBu?;z^ zmWWuWu1OuH{m|%RF&@KCB@j1a8|a1)A4T{8_cg+4Bc3hz@9H`j?MtG7Ky>{OJ7bjD&|croVf%{hFL4z2Z-|w-gql2LKZeVR?kD zP&f1E97I|)0*4G0u@b~fBp`)!kJJ|ay$vF1L9|5a#CNyi-+mSR%^W^IBXuv4<^TN6 zapWY7dvKAE0yXLP0_r8f#D@`(m;s=1Kv#Dx0u*tQUaUpKSO^8W?i$f<>)6-AQk;yH z!2GYlP=+|+5OOY@S8+v?r3oy|l1)h={xl&udHYfiH&2-sTF~yfQFZI3_MRDl`u|!Z zUxOb5pR{zuQccpbm()7v&S4-uY$;`r@ETf7(i8PKrVs}R)47b4DTA z?(Su4Zu=_>lGeN&Ox;FnHDl&a@c%upz<@!+AwK;QfVLt#=W^U^r8CSG`hT$IK1f-Y zWyHsRfBrmL-(COY7n;(XU%z}2$ytn!o(aUSEv1?5<+V3?7fxHv9;ZEfwnFbxdz?}m zNH%qJpy!;w+vwiTVg*{}f*=n*o!U443Z2e=Y5gat)OsI3oKyhHnNR{{IWDiD8;oYJ zPGPh*&hI&A=eFcp>yWYmfb`UTZBMJK@0(V55$o<)L3WN%mVZwBU7WL=U%!73guDyL zeiiaV_$ECDZUjc2aE>Ra<_OgMaMRugphk+ZkTHY0n&vQqhRWCe#*ejJ7c_-9MT$p2 zE{6}a4D2R|lOJ+l(g6ffC2@3xL>|`y6GFg8SPwwt8POr05K)2lfcm-zH)3efZp(|1 zbW>4=>hU)8B}G z=dT+?auS2{zt&tFil>pEwH&+XhsctE3Se}iq+kuojvt~js0LjW3fU)v7TvVbBAE*O z=8raC(RT?Beu=eGbDg#w>cy_BBLJvnKcHZFk(9zWHK%yD%ch#OzvN`i+d^B3{34gl z7J%k$d12>VGY<26ERz{US~sU?d2j5f@`%Pc{49dr6?V30j7y>+ds&7e7j6BEWD;d) zIaaHSip7$}?FXwQHkb%+TtN%FwOmQZ!Z8~5Ir}GHO`_rS!#{@t{z*;fowm_u8&za) zST}<-r~OYTH2)};(46~T7hFW>c}6@ZoI`X6|A`iU5x0jPZW`kO>+qCfvBn69e+443B!|E=~)`kdOp%N1;4g5XHtAT;r|lrY{YQ_%|rwS|C-GO)1+F3 zqXYctJ@qkY*i3U&_}~(HC6IRRDhTfD)GT%Ss*a168I)~e6xHa4S};gWDq?{F0gn;I z5vdsQUI|!yP(fFKG>WWzWwdJdPQ6Fb%RfD)-$BU+pxMdq+eaGG0W0|YJ`u;kk|1Q_ z*H9bg6A-u@6XCDwgNfq^+Ud5bKAmbyHKad6jdCZEzhUJY?m@kF&|c)w1AkbXfWd#L z9$6OYS1G+q-=AfUvc2u`jC9ggk3<$XWjJTIPNG!;O7YK(ptTPK)>LPt4+Ax#P@;Vl z91YShyoN)?fcG~K(#1}<@@m=vB*5#ln}cQU9LS2E8BM??lTdIrxAfq+*eSqqa~}a= ztRm&kY|yiQMAHiUD|@k=7ugEK9TX>G3Xp;Fz=$UG+e7dxXa-1nhTBdDL|h?|BARn5 zb!zw$M@Mv=fsm-@(-#ui;Qyes$hjuWU-=}uN-Gu^zisS@H$*Un{^*?=e$ac$LrvlZ z5BDPV2_&k-B#VJYe~+zN!tq>j4Ws1oNP^;sxU!tzH}>2|__Y!spcUxfC(?{F8U?>xfpP-=C-LcP`BhW>=Z-XVl3q zD#UQp;gY|maO}mqu{X5S53%SO#xyg^+_)H!dqQhUXMqxvf|mK`$y9IlP=`40`3sb! zeJ-zC@VWKH5L>bE+65Mw{r!XAf4NMa*pjnl`f&3jPfM%a4Ipf#LtwT2lS|ymvhhP$ zq3ZZ|n7}R<~g)*i0eQ-e$wS5Q=?jF_+J z$pGu5t}e4Axd&6lcucimoOeB)H>ppLUhK8IrLX%SyxCGj?A<Ona8`4@+u*E=~(wA9=}TziQ&y-@%!}WoC_=i*Hw%7q2Em*})@T;?Zi8C$eM5VZfXE2w{uX$G{*$^a%@P!co0#d&>f?GKa6T zw*~zfDC$F9r-rRW#Y{G~d^}uliavW)gI3mvG68Yv27$BC?gqu@s?YA!CWyHl>Tuu$ z^XEslff$@+qh^QwcAr21YV)bINc1T)B{<)VHb`sk7H7QP#Ci{UHQW^1@IpeEn*b(~ z{zo2F=AHHM|JX<6g zh)|arW>9}Ew}z859_-Q+2;X+1&6V8Du>3}YhkGE$Z9%VwJdoI%QgoCsH7$&6G93Yu zjKhppi_KK}8e|T%^FG(P(8TA@z$P7fFH`W&V%zQuVm+Ui3(E*7-@C17`_29uv_oCJ zoeWf|f6c>#YX;2VWlL5TnIJrG@7r6(KN%Wr@`}5yJxSYeK^3IGqr=M7>rL+LZT&Kl zNq^MpnkKJn&6U(t9A!y&TWcL2X1^nLpY8jgO^+^cEjrn*d~05=_KAnxPdP-MeC4Fd zpV(`86d^IR0o8yMh1H{Egad2#ahfvy$-1!nM;PDPWfxZ@mzM5J+g}l$dTm~I#;vXxm)LqZJ8vHuuja=*Bd?dHZtZNpAcxefAnkruN81gW#@Jm;0htty|4= zM}eL3dTPIAgZ`A9Y(vdD25OQ!c7^v-mm};NpYzqcpML(lT(9>mMg7^!$v8a!Vgw&^ zKL^he-Gnv-}1?E{|qnWLCFk=;WMO9yFKgu=O{i^aA+S`!gu94!n6bXf7%J zCN`!(>U4uYMU`I^V%D@I=T+{`jp2OE2Og*^Br_MBI?=N2QrmWTNc-Q}4?E3ei_h18 zsabA%W>RG%S74O;;10inc^#fFR#yj~(GT1-@LJ?e%RF)RYHyW;JZ}tplTM3DEp>jH zsC8TBzTUE{ERa%)`5t?BuA$-&%l!E_YRu|G@0iZUH0BT1T5<&{9!hJvnKZr-^B*RF zBc!fs9fMI-|6Zf)b~Aa=iLa@rer&q9Vp9rc-$c1J-SS9n#VJRJ`-*tLx1Sl(Il22M z9sL4Eb})HoI!+!K0g7O1^&WofNvQY}Ha<6mH&BHMs$k!}RpRxG$G-SJQSqk?ETsNn zZw8m;Im}rD%g=-_WPO-?zRtn#sa2cAUe-d56At$i7Zocmoyu**tYJ=ccKlLgVOyY` zWL3}YwkrGpBh}wM9N8tBkeHYX@|)Y}^9|!&ff6D@$!AU-Nk1fuW5(_Gcnf@qb~^XJ zt6!$^{nq3nF%O@^mkQt5d>bFiZp=|x1W9Nv`6+Y$;w#mD5Dq9N00)~pei?7*n zS^-k3Zav;}IHA)}Bn87eR5Yr2!wB!H$vIo*W!Z=I?g<>zZ8;Hs88=*|=`d{w-uE{k z#?v)2`XI%-92XOK4*IeisimX7d|?7j>}ugBOUAyw(o#S8R*{{NqFlCzD>{03lxpkfNP(-x!n*}*HhX}F2of^f z45{^9_IqF0hvRtd$Q~jQB)qarvJKPw-sdC%mPteerd+&rdJIT(9)zDv%*-~h66-`b_e$moQBG^=H~OhBZ-v6* z!3h-<5D;3s_EA#_^U=*#i_BDNi%&F_zqlA2O}qF*o?0%oXBd_shiB?4p7?P0r^$y- zP~_h7W+{>hz+0w+*q(~XVOg-C9)wlZW+X|f;F${*J>d2}w;6}Q)(0ye^m_KOS7UgR zZ>YshYMh_CMUEIa;OgQcMl&<9ymCY)h$_P1Pu^9V#H8s%zrJ@c)mVnLEMlY0mgd@U z#SxtEQn)s-bbNsbNkszZF|oW1Oq%Zk^<>Eq6sGu4a|dKKQ32 zTWA)+V-vK0xKEA79RbzsL<6<7D6T!rhJE?+Q;gSXu2nY@-^f8;a<)35T{z=~Un_W) zDZpwoJPfImpAYVRA=ZGOKE#@v^j&rG4Pv0W0~yXmfF!|XGsgBmi>Gj)tpwb2&fkp2{EG~Tz%_rX~?Ajvkou$ zm?!tb6f94a6b4sp?l?;pB@64rZ@%Ab1ho#3%~-k2h^q#8sx~70@#Z6^grVJlpISz1 z-jNTkU+l)dg@61_PSsMW?Am>lhZaXZ-C1w3q0f^(7ws(bM3-n&Dx>(pa8@Pyx8Qre3F?l_ggLdotFM zBdbFM>jGKf2^+bfx`R)L!Q7sS$omS6ayZU(1RoO;&y)IEC*&+Aay5;l5n z*)ELOB`FUygz^6OI_LjPw>v{4ECO2M^n^sdPfr*oA%fJO>1aZHbvd{5T90eM7<5C?gMz8sqM-)&;?iP z^l`I%12I)KHK&?}Vk1Mt+dvo7XJ$O?Kb0N^`YDlD9?SL%Vi(l|2Xq1diT*aqANm}! z-51%*592k3*9zulRb$T_-R69|nO7%ER+`IEfi_k=TSV208NrA>dU z75qE(%k)Q)H)X&uHyN#|U^j9L{<0!vL&u|B_h*)l24H&9PDi+Gg4Xbwy)EZi41<-lix=nM z%U)&-Fq~UQKbS*$&TyU|saZbt`Ibh=&6_bmv+}GP_E-EKIMoCkO#f=;KFC+ky)Xad zHEl0D-JcV1^=c!iGEFdsE}7t1xiSTOU~*>EzIdUF4Pv}auJSNF0rVb48i(ReBWgi{ z##8JfFn?EZ8^~+Pbr~`H==56lRnVK4M5zXhA{BgeRdw}4NGaE}YB)M(fixqbf^L6K zo%0#KBAgVo?tJA$k^ls8okCt%N#l>^@d^nEDYMCr-5?7G$C~Htudh?Mn6^Ug3_+kW zrX^!_rkW?-4^qYuRLydsb;M2A)ajXSRHO~I7|BCynjiE&)|zvDixa!r+xvI;a|c|? z7vB>Vpe=un#pidTq@=rNk2i>kF^F^Y&(C!8j*m5Hh@w^lK<*Gkk8-n<=K9y05@2Mt z6$F}<|^oZZWBz{Z2cUz&NsnwN$5oGT|AJiKwnwPsre;@FP^_W=Jd z1?VXE7OSgBtNI6zF}7GV^NHtjPfdj76c54Yg157{l0K5GesS+MU1izr(kkbTKxtR8 zdx6vExvmvnzZ;=~*?yJTVG%vZdiiv8?DSBp_yTj18d9%L5AHOj5<3@Rup*bIPg!VO zujb3hd2$zxRxzjwj(!vcSp(2hv8%|BSNZdqX(*eay5&8=2o>a z2nCYR9Os%e9_K~-a^@K(vZrv&@4&7f)~2sr>MKW$_i}#v9w}tjVs%-GpjBYtrP!M< z=Co-lMFQZ$fd>}&XtY6L=}sl#N+1dNnqAUT(_6h$&42Rc_kN1^wb5g1yjI^tI~5~% z@EL|2W=E~87%Gs{p(Y=>wWEvO5?X+hTGi9w{XCMEI$7C0YrK2#xL*Hb_aNG}nXGzO znEAkq7kg)HR1>$EY^xjN-D#x%<)4s2SLzif9O>0lF zbX{MxZya$e6Vs*?E{td?n-*)t)$PoZIS8q#$|HE!E9|rsn@Z)vkLJ=x?NnYOd5P}EH?bAt$?0du_tD;UGM-O^jT+XsVl!KH zWW^By+EmKf zR%)^8uFaV@@+8i+R&?{&6vv;y4l$hScI{cda&b@s05iOZ2a^`7^z#>cW!4Gm1bRtl z>NiK9J-mWGkAe!49dmQ$Irg1D9{I_O-!ytQWMH_^jy}-HSsiX*xeL^6pWjq@ho7F< zVqUl7;TcOe`foT*Lt^e5DM%jOK#$?Phxh^*cKw}NkA)bkC4UEGg1u&sAUSY*(-@0r z57xmKyP}Yptn_hvp2QNv%PO?!m~v-wb)&o^BW3*sg)7bK;|h$E67w!Ll~}K!jlsJM zLd+s~)orYCFU~S>1rFM93=Y4uo2H>i9j6LCxP|;^!N!RxU$OLEE{{61Li}iJp`z=6 zqyrQEEV!m5p&IP=q}hR%*khPxRvr(yQ0F4guBM%})-&8u%lDYH%r<0m_?f?1M@6Zi ze}Y=hfj>oRAv(9t(BflCi&c5FobOA%8h*#ymc3@!{qHXSqsUp6Ne7pxnN?b>6^it$ z8lR}ZITjY5<9a9|T3GB?B<=e@_zC&8OX8N$K45Ueq;eR~dqVJSx z)Z6!^*~j{YXbUWPb?gec*Zq6%x^2~1`89B?Uq7i<*4$2l{zDo35Ru-yL@x#S6z({u zOn(SZf3r!kf0jIj4eP7%_XNAY89!Q0pL$9p5I^{vmsRp8NP75U8qi-)gf?vvOSD*{ zX`6rwR80SVIb?=*I#ORaKKC+EuQofew|$sSo3HXV!*q03=!DeR@0)>rpW^pNI%8BOGj!hnGR*FMxQ*wTwz}8N$MP2& zQx50)erkr*^4gY93{>She=`?B`WlG)8n|^P?DpcI-qZMOguY3Po`k@_+w6@>x+kPm z(~ndPwG_Nz-ewi5@m3QH!}{pId8C*B<7zzDne zCk=7PS zlE3o9C(m#vMryS@XVq4ELY=eSs&}|(pWjn$9;}Gf$HUy`Y5=lYb7#L^Ul#t;der-n zxF`H^eoU%M9w5m49ZR={dYQ5hyY^pOcaQBLK6SVIh3v(rKW#d*9WOJ_6LCCH`WKht z)p59AW8ZFjmPzA)HZx_lkF%<~bS;i9Bd;vE-@-?_cODwNx_A(<$Zp7WmT_|%)?`+f`~&E`v(KZS#olQVBRr3= zvbo#ReCp!b*4W(&F&+qCn6Fa%R-;GA@qo-R*2?3*2F?W#o4+z7nIzK!{FH!fCn$XEMnro8L=J9ghx;VVMRN+aQtlyIa?^3OR{f;2;2?)xlu9jC zDK@h$;0_49APR;a27A~T{B)JzG1M}{4a0BWPKD18!OKy*7COuWXdT&)khHYHpP8?_ z^>ja%tL1nwklV;Rr%>r(_ua^NR?6chW~b@hoH#NlVW^L(1v9g*xPRlu+oe{pf7FMj zrv-JCT)>a1E0gJgn*$TxTl)BVVMfYSfzy_EG5>rDu+RXC!qeqA61SyIoSsF>J+ z;E;Rw27GVgf#+o%eCpdYKDtKIhC}Zft|^Jm^ojXD-~XR_GH!*oqt@7@ex=1JdSK7; zQ27EwLP44ElOi^CGDyDLKdyV%;CuE&{CSVO*BQ_ABjQ=TC4RID$^Cn3YK&faV34Mw zye5R|FpAq1*gL>3-vyR2#xuw2)*N?$r?KY()lFH!7i z@`%=4Rh#Y}n9~kdu?!T!O+04hshkLhIY5RUwTIg5GMjrT_ zmwTc#rUx~sfWSZ<6!tAvzyWDzJOp9MK-iFMYC@^={IlUUsE>8POA3Vn6~RD|k-h~m z8iF?k{q-B9u;R|l?>RnAt}>wAZj30{j3rFpAPDQaO1DYTL-;$~vdOkhC z@djeCt0Bt4kqEw4oh;moNz_3?i*ZUoyFpRdQooj+xLZEeCz^EW-KxK#TSxlL&jVSJ zt_`P-E+FN^4%5nZV8slLJsq+K0*H;U4Nnd3CIde4?b@+t(Z~VrT*F2 z{gNs@EN)lgjMK&+SrzmprBbA9=4J2c*DKm+wM1%$QR}KL3IqAp`VzXh-U7+>21J!t zK{BKE&c%qsiO5W;cY#9teg5Vo!_EqlwSS{h@7;U>TFmq~otnKUv|pHjl~XN=Td)uD zuW>JVW2&#TR4)4CVJ{`^O(LiMZ-_)SukGuC0fYtwCZ{u8)sO2)o> zjj|iPWK0bza87gljaD_ewfZ;w9gIDP6|#8$R(7eLbpf7tNu{=VP4OODJUuKF`_7Lf zYboa%xQo9&aZsVZ;A=7f9Xw*O>=Ja7`*k;jJmuvJlmO<3NMOvp{9w$});Y6JvquU1GU*Y0h6Gs2q zSKSA)f&kWs3CL^rWd#C8?9BT6KrMU$p5FgtY&yoV_io42*GGqlLRL7g?Wkw8;tmxt zU#q|7@5__$OX8pWTkAmi#vM~&&!6aety~M@s$5q^O{Zm zX1DP6V|(oy9$MXaoVsHolLmNDl}quHY{dufFa2HkE?Z*X#pBpnU^b7w&ieOq-Z21) zatq0f{h0AM^XZMos-7FvQ**)kXD znZp`==B$Gis~!ugw5fmYO%eb5nSGqo^Uoow#ZR13Tuu6^L|aXp)`>^|WXQOyYy0wo z(Mn$}t2OlRTJD(muCB;DthefGz*dorM7392X-PWu;_8+flNZJX##1gD`OQ3~9b=R9 zm0*R*5NJ9~}EWjabl6>@3y3;yc| z95p7Ddf4DAwIA%3}fT>k-wx6D%;U6&E`6 z_S5R{tMoLzLk+X2Q}5}|JEU2c@|*rZ9vn;Uf87Y6@K+&+7J4f%tjx<9jfMLnaVdb@5?)Qf;C`K1S9nr_taGcko+Z(kLgwj<9Jzt<6X zdNeSVqEjTP9l0T&VFpXSL2{L)eQldh&;9;+*7Z+4@#PLi z_xv?MDS4A&PZDlS$M$Q;g10GTU0Jq_d|KLe)Vn#f{Aw}&4A=>^FOdO9U^$rO6nr6z zQ(AbdwB{A_E-C(UN1s277U7R5c$f=bzoHL<${*volnZa-p{*$oWaQhtezgzqkvUtv zoO^Y$^`(>bm*qC*opJIl*Lbb_pJ9V1f(=whCbmLtN&ioOvOqI9mU6^ql^LF}%jAmU zVWBDo#C$vZS3hycLx9<1^g@5wd0bESUFFqKC!iKuH4b@#?l-f9ks?=Hh+*&@$SZ+n+^<<3C9^8DP~tt#4JxXH>a zQ7+}Rs+v9~SGwU#*Qp_NMSX~0mXT$p999CS4MvK!Q3W-Na6hFvS0<|LTz0?ko2WK& z*-cfJNKS7h8@TcmM-BOJszQ;IU`5mnfLZe2!$%Zomwn}_fBh!H6!Mdf0)J9=ro7wv z1IXDxc?Aj)RE(Mg3Pb+;|L+%k+gstuKRfw!cPdhwVzBp@Em;x^b*?is0g#Fvf-jU$ z8xOb0!cVWnojG7b9>w}S-ds5pRuNL~n4f$1%Fi=+J zlB`w3V|ks8(CuBT}uIq&H_DgtnSh&cw_SHK)eU_#ib4~6wNEKn+Z`mC-_G;a`25Bsr3 zAza-U2U{l*zwbX#ceGXB4F51~t2MlnvT?C^-S|FO+guaccC)sWcQr3{R2>BqA-@6b z$D$JV;HMlWuxQ1m`!9Ozkyh%V4DS5p#Y%gq3~iYEHo%HXKm{51k74DbI`!_4CFkf~ z?S>-jiV$;#1Aeaz3okexHiO}Y1t5B=yalt&a47CCwJo9&a!7R2|kxQyTF5gry3-U|-v* z3O(e~JnsFH*H-VyZZwCAQmpswT!o&jjl0i$yWu`>K#9;8NX;yG5J1mqUMF-gA*IiR zu!9ks_M$1MrB@ciSK|TM&J~gyu5&nbOj48+FzcC5(DjB!L?n|MFg8H#^XK)bj7oV< zone|ABBx+?{18|pT7%^{3XL@8;xZ1KMKp6Kr<tL1HN%GgR$C4T3X;e}&y$l#1`nm_0nlm& zA$HnUKVbCU~7}%TI^nPbMCz zH&oxGKIgR@y&f%Y+Lw11PPBT!Oc!7m}$6{_RIhSeNW&{%BV`nf+ zZO}>-PSy9}`u7pO6lC9nI-|<7l!wQw={HUT)nL$~`?uaAG0uyi9qi{O77XaLPqvs+qRt3J=0|0e1CsDTF=5F9$tqjNYmey z1>poF5EXHh1_}tx_E7eS>q3oEEU;xxU)v8~AO25&vt5|E_E?qy9yK90mLCNEM2n(< zZCf$)8_(@(8-+nh;rSbKHYfy>$}iSH3`~yl?Aw}SeseBg{v9hgcy>ZoR{BX4nNoL$ ztGcq+*{Dq$Vpj+$Vc|oiuZxtp2~dnhk$qS*^in-vzlOJd!GU3jCV_-0i=Q3pb@2pe z(1Y|Q5=LPhl9F?MuN~1Ep!VfUJzPwLX1)CS+lqJ7Q4UvK*skA9eTrlDivnlWsh3f* zM=-`hIUYdx+&V7IL)K4LVP$1yu=8IGf%tj>$V;(s)zZ4jbAHBg85frg04kQni!*{- zI@JD~+IP>ZyCopx5gt%*JWBn=9uH<8-y|<;gthBK*6wpc3F_TTMX|41m4;T*H8nLU z;Dch_5(*(GW`ySfHxZ#7JBlpKIPXA}mx4ncl!L~N1s`Ie%R{e(gP>LE!|0R1jG_Vp z)$*CO?pQ!-xE}QI(F z3*Ju+#KLT6Z{4`j(R<7U7j?QtmO&$VsZ%+yhm-yF`4&N&fCX`4A`n8PVeh#8e1AO8 zed46wlWg2^_|QQO*>T;J9-6_uNyxne`4ojlsI39vXl zqDW{Q-4Nxn57<}>v~#jsHX#ZMA%$rQ7HP(v#qitH>s0Q~v8>}7Kqtmvf?g3^7ZkCS z;SuCVWP+fDB!OOqmnR`ff>cslTT51D2>9pvCa#KDT@7%F@8^CEDM~taBca@=mx*s7 z-cJIA>B7VFJda@DL#02iM|u7{{4#oXdqWk1w6h4+T;Lk?Lq>M4pBO0R!MgY}5Lp|+ z%cjtVQv)AD(30BMoSp`HZP)@iWV=}4w&+Pr7)QqD?;)=sBuoh0Mc1!?GP~S-bF}Br zNbapC?gQLzYLG8V1ozPvnBeVQ=Q3ueS}I7O6veXy%s@s|qrDj)97>a$>|j*UHZzL_ z6%W>nsbI>S=KTYaW^Z1L3DE)o0M#E{sTo)k3;VS1@NlaK;d6i+Zi-F;e z{Eh?T{8U5qneJ=bO`O}objEd&Hf8|4l14dls9IzLtB-^NQ6Zr>Xa$Eg2qOSKa+W^W z!Ya?}F??ZatTzsfS07(r5rCjLe&DU@sb{krR71jXIa%Dh9{vM52#T>@8$>fpwQZt9 z$8me8ka~n>wjJgL?*ubm_iEc$ldO!ds=j;CxSo1eNFlMn^~cy9RLSd7Ml6E|SVDL)P)NdV*An~r*CRLr_ z-bUy?&O@J!fib&%i99|=3R2*tXSCc335f?$D;dgN%Vt7%h64p|;iNIbM+I+>NN7lO zOh~EV50V87j@^A!?Q9WmVnHS2D$uhs#fH=YzmHI#32zrjoYX(wuICz=2XPKHI1yC4`U;EY&g7g5|u5aUW(1L#^LT2TQ(6Dw8+HEvi| zEtfVd%6%({!Xjd2MCqc)y^5fQ8ixfzVF5v4`+4&Zq`$-7zVCa^bIy65=lG1Yei~_G zZVqy_RHgFe)RUH-8NP|_o3Sa)kIX(abYjo5TgT)E=yI`-lg7Gu#h=aqFJYldZOU1z zi66jO!~$=?IwUfmE5`|uLEU$lxTQI{+S|JgTpzx#dfmO}j&%SKzJ9_yW}eRexE|!W zHh&79y%okVIP_G!#syI0)Mzkxu%zLSf$jq}=4pB7btK;u6+{26kF1NaNLdC^+F$jW zO@5jxn;A3CeGo08Tifn>6F@yJp+9&gm=`) z8+;X{a*;%S6EdpnVq^7saz*5Heh~*o*6itONY|1~3s9@bf`g$qwk+RXmn!d@_1=3X z{0@Uuj8T1I)Lm(v0RF*REo&`J9IOuG9JrP{F}jJp{yIg{D}uafS2#iHg6?@P?OzBRCxgw$(;X3DY9PJE9FHLMy zE1-N9Lpb1`gYRg>lrc=Dh58qkuz;i$-{3drW={z+euie6@KF|?_A%~d7E=lVQ_CQw zdiefICAM?N-dg${I(R-3;-64rFoVs7pdU6dy5VY&Hb%3qlU+V?n3!As`Nh{ZNv0;* z%OL&o%dKk7(I9oU`YrU}v-_6nby1v80;RQ~r=vR9MvL_jVnp#`vV>aAhCW*XL0%TklDvczQ)nTeGHW6X5#_8CMLK z`DhwRaYW5F`NOdg6+RL`CF?OMn( zg^Tem?wZ5f1MTA9;FoZu;axD=THk%uwNtxUaXrzs(16h=YSeGlDq- za~Hel0Dh2d`7gZ4I^%{2L3~eJ^Gc1!hhw>pIzUV#fzEc(Pj#)dLfplw3CFDm#wQHs zbuok2UQX4hV#c{=j-LCa1>t2EB@cb21ff?>F4^xsRr^tJs=||rYlX;89pbwI#QAvf zOOCik&x)*dlLc1@f-c()>^c7^TKA8i!*ktEvC{AOoCS-?)KEripM_u3UBO9MP|+dB zx0Xg4_VJU1k*D&D)WXsUXvXbm07*8a(>!N%?DhrOhX+o zJYcb2ib^fo7{XtX3N z4o{6xS)@yHajl;44Aewrrf+&Sc0y4)1(`gXmKIPU{Jd&cdQco2dSL7r@}peFXSn{&~xg#O>C(YoCg$Do5XPz5fiZd#5_GVKY7JL zn8FD{gW>!)pZHQSOr`2fThrY3pMhW>6a=cWe}o|&a5{gkcc|<(@vuE&dgvo@Z>f*w z-@lu2;ev83DJf?A6Ao3b&8q$Vo2PmfnIBN_v@%$hM;{YW3X-@?zt8;4u~C~v4yJH& z9DnF_xs4@AL5juI_`+3B7z@?Ob2yKmZQ1fD)HQQ|E-&H0+*YtV%HxNBR6Q3+gcg9y zw(EJEC3S|kZg!{ZZ%Z;V33TTc2mw$Vl3J3B2DlO%Lk%C|M>hjfx z$FW%|f;Eyp)5PMcdGtLgBYTDV6>zbyGv-=8!Si=?66pt}rKgKK^(!#Wh3%!iY?$FT z127)RVm+|bAtv^bd&sqt|M7@)QNJo@*B*01wNZHWE*-?(QmJ)SdR1 zC!#w;y|}%Y4*XDemIktB__4F<7jITdJ0_R7 zxZHP}UCS~&FMgebQc|gSyEVbcGztba;bV2>hK29pLs~Q&X2yMx=tKbNH}zTzN;| ziw4mK0Hk<&mN)1P=Gi5tN4s=D8w6_>A{>YBF5hyB$7c!8z>RQrir%oTmsdL*wRW7J zB1+w173`6Xm)2VoG^_%^y{VK%RwSPOw|mhdEt6Q1;a$Spkxu3C^a21rmAY5}N{XZh z2;*8dKpFtXaq6G%?gRk(%kw*;hbi+GK%MXsZwUamq|5Ba60jXu->BpJkvPT%x-Z_4 zwKb}X8@xTxog^GKKvVrleE94fRm(T;9QjBjO8_av_&>LmRdw&?kSaS$GDT}$3DU{3 zIjs;)Ym&T>0&OY%^2DX%J>QDk%nhy?fxDka%PY&~eNmXvQJS$xc+3djVXk$SXufQi zd&h-n*F-^i2^P)41pD{BlP4=gdyYcuTjq*4XE8N+YDRi~pXx3S-aUIPrSGE_v_b`tp4Jg{{h1QCw2e; literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/charge_annihilation_set/tyk2/dg_results.csv b/summaries/2026_jun_08_abfe/charge_annihilation_set/tyk2/dg_results.csv new file mode 100644 index 0000000..e2f5793 --- /dev/null +++ b/summaries/2026_jun_08_abfe/charge_annihilation_set/tyk2/dg_results.csv @@ -0,0 +1,6 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +ejm_47,29.116815870740997,0.07535230944788714,6.8372655364768695,0.07015824795421753,-6.9731903,-29.252743,0.10295703130498475,-9.79 +jmc_32charg,84.03717835010869,0.08312121282977375,67.77936201164529,0.07771531462629194,-6.996643,-23.25446,0.11379282116968578,-11.66 +jmc_31,43.57925821765423,0.07372768385904688,16.389670008695226,0.07562374706214448,-6.9434643,-34.13305,0.10561591966620736,-10.92 +ejm_52charg,58.66161602749671,0.07840468398140714,35.747585812034,0.07470167743970238,-6.969779,-29.883806,0.10829420613555307,-7.49 +ejm_46,29.990095281152584,0.07578667380553716,7.266407890768715,0.07100889945872009,-6.925885,-29.649574,0.10385510930544299,-11.42 diff --git a/summaries/2026_jun_08_abfe/dg_plot.png b/summaries/2026_jun_08_abfe/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..6d483cf7e2055b611f352f8f8c206387e8f8494d GIT binary patch literal 68399 zcmce;cRbha8$PVM(^8s3MT96JGcpRvCZiC^&MqUHmeEuhMI_1Iq(Z2ay)v^aBs)9% zIWGDBUccw>=k|nTRSsuHkmqYe9DH)vfB0(6uY;R|E)5Ms8yp_ML{7aeNw|Y zY_Q!)SG{Sec=Q}?#@dh9H(l2Fn0JNw-JL|6csIv){g(!k?zD&`G$tg=C!YO~_tx?5 zOGkg5bvA83X;wAQEd1b}q2F=!)5GfV(UPd14*L;dq3chbsHt_3=^YB72eMe?R2#@B`=n zKKA$i>)QYO)S8p4GynIykvIQ8e*xvMzP{U%kr#h{zO8NNem3;j73PiJt5sC0lWgvg zuaORw!!sH0*|1?ll3s4`b1^ry7)83l!NHP%gVbv`(Y*3pn7v2G=W};Ax2YrFDH@lV zF;*HH8upzVcWzwUl&Y^XE<82VTKwVqnt0u8-nAQdeyFeCdH($Qvfv{My;b2eFbhz=deqpkBIp*`nJm-(~lm!(Q7yFu&2VYs3b$t2qWm4v979Dbj$va&iWBwTk)Soq8vEA6q~>WBuVQnkZpllF^<=q!xudo2X@8>Q;y`sC&w zS9&IB^5c`Y?z_v^cXMC3Xk;X%tGl-;MbD@`$I*RZvI!q@)UI1rO7{kNb30n>m>=g` z>sCQgF|q8cL-bp=Y*BnBc;B)qW!s)T<>S58x9{KYsgGB`#~>E^-eo-FN|y|tGb5)t zgpG&i;lqbpDXAI4$m1vkbFO-EARA9dKBJRx61f4h{-A{vheWKyl7%xULdmj%nEu1p5epoxjT03kjl2} zIp(z}8g<(LSAdH6nI}gD1!H9H(~}2neQR46qx6i^D!pW*S@rXt`I+&jPoJi_&)8wr zoF{&7JMJ{BIQ8zJ%JZ6h54TT+g&Y^&AB$BEH!QkGr;&PLpOKM~qww+L$91wSPF=jX zAG;Zg?eNKGA?LN5f*fLPi?(-HZu$Be+1OO!tJu#bX=U^b4GlHFcj0^U=8euAgM?>= z-?jtn`uU<~&z{xN);^Q(?jrMGubh_F)2eZAAD@Jg+nYCU?x_kt?mpA=1Y2NWW1}3e z7ELQ;v-i=XNBu@z7v9TG54V$N`}OOW`&jA0`H4D}&tJYoJLjdRrz=K?hsy^YGB7bY zmG3@tspU0?*V2O1<6;(}z9)C@Zo*;q^71k?G71s4XA3%fuBfbRBaR=vfW_w&y<9b` zrms<_`#SQDS5;L#efG@A(o!K=C+qJ_Z^UgsKiR2o1xt(1@Lq;yX1-Zj0{DGXtWCVD zxSB#kZd;NzpRTU%?{Db`9*(6A((#%8`Tg|(jy(>@m&(c`Uvk32!s;hI*jZR^rRLAx z;Wa6{Xl{NxJ6jl=9D8-B<=(#I!8i^47edH+%Mgg(Drx)(C*$z_d-npbW#|`p(utf? zRee}nRi(UveN}W&P*81Inf!u1UNrFI$B#P2?fD+(^-K$WHuu|iS3WyuZe^9!(e&cv z8Wa4%ZfD^~LL~EX_kZH#*WWGBSo+TYgK6+^+h7j!&i;Kgs%n|LD=Lm$+X{ zOin6IIqS`ZhldAU8++U7sh*RYdw5lJe0+RuON)-j1#ihn-3;T~RrUv2SlE53=w5!^ zVrgl4-;(?Mn{K0K>AHP{@*&&Q{(pBNu+o}e$a zeBKn7&zmWJz5hkJ$J~@dL@z?1|GQd>u5izz1E=ffwlIn(apGyVtG2YZ9v_*Zl5^QBSnO6C`Ujx?Q`X!-Q;~i-n4S# zhT9Vx#5KQXVckMQLO2%Y=L2m!^EKb*85KY1?|N(1{J49xbnP$qnK6#LG)EHJ-n(S- z3JRW$*Ekf!#KctAl4Y4F^(XOM>gxxLLN;OBRcSc2RE513-FuKTg5-O0(_H?1KWTzD z3A&bn;3~Uy>%aR(_}G^=P6)q1r;!d#30wT^xnHFLrx$XJS$Meh^L00{TU%KLo;h=d zET5vHqK1gDFvqGMWM2mcr-|QZ9Ov*o53zg*hv@$TD?rG^bqy+TkH5|=tVI>hyQRSyNBkkMRQT$tQp2&mzI8ijXJ}=Q!Y6B@(;$$qcorBM8eVpAsGrfwG`*h_cK`nUS$akk#YoHTq+VAs0V_O; zLS}e|B1cj4N-lt$5deHgxOd z@L#H-KvAJkMpEq-e*ANI_<46e^Qk)&aS;cDP-0f6p^mUfMMXs&PgxE&J0RL#Y8*n=e%F|-tEU%#CW`XJ;{b3EIpG&C{eqf%g zNva#TyijN&T|u*9_d{7+Se%2eQ~B2#dzzsZIKM2sU(L@ zE=5Rqi5CuCv9tR**qk}ol699!%11TN)e+Ar>^i}I;Piu64t=$Ik6qqhI7#3j^Blp5 zCA=3dTw1dL+!{buwCn z>m&$@yG?O68kx}LH<+Li^+qZA`4F`DwFp6|1_~;!xm9-S%wfLjIA+dib zCML#xvfZXPV*l90Bc)`Y@NoTU3^X*sDRQmI2)v8rG ztq7J75ywM+Y-q21xwDHeS`3Bh%jeIx5GFqc2A)|pfBU9&-|g06&4gRep6#Jfk5Obg zdi2b|(}Km>!_60#x>2s~y?b{I*<8)NQs=GB{p92$FWSpR0Yf+L=DMdA|H{6%N;lh% zRc}ZxzUdoM=E72rDb?=fNM~6}z@gI!;Wg2EV@2mO*8Ky?T_ax28*37>N603w9O>us zaGNlj;?onQk6BR#ql$!!9_+gt9=;E`?1fwa8@&S6J|qt|rO-e94TlGZhUmmx9b)ua zeXXpm>3A+upuVY1|L(|j^5@daxs0;)y?yukkZ63%Jw^$JYXChpnPw`$XmK4t7u5jh zA)+q42>!+#YUi>*4vM{^&JTgK5(=+4IPiOVdQvfn(jGsa>yV|i%Uw)NEdBLs7G`GV z($ntlqSh_1SMBHFQEgYJ9`Si#+xG4eP_^AihnPiUQYk>>G5cTlW*Kapg(90HrF?(4 z=f16)nn&)}NYJ=Vfd1igDRBk+k>JUHq@v}aa26`nj+PIqb*x+tQXgKYW;3Q+HA5wj z4wPZ34zHR#pz>T)-p$P|8kxfNnPjBu)xO$ObbIzBUU4VDtFiH{UKJphxrs^iA^{RE zs4dB^D5%L?_H$F#;nv3iV{#PLg1Ph({tE<%)S06fw2J#L(5UF%nZ{Io{SE9&N=iY< z3w7^0u5=akiN5W3*4Nih_Q21|pU6f$v$QrQp5tbHG1!p!q%r^VXX&25qg_E8y(QbX zAUj6iym_-0hbYS9^n<-$MHYP-J!{wlxb?-O5ewT@1uxZ{_&*@a;PKF0O}bGre^p3h z@vq8fSygn~x4%r%ObnJ0K5*bbbY5N_d84k`%8H7>LSO20z>#Vm^K%7j5}K+%emv=s ze2v$(ycMfQWAJz`z?*>T#D|G+>!jk%F6qAp+I?78yg#U6iRZEODAveDLfZ-`Bva1 zp&qLoZPlFd`Sa(CK;B(N_nXs=)=4b>HHvvF7pcnQGG@%B`|bmp$1C>sh2OqCMGHdS zy}vQJ9OvP0Z-iIGCFm4T;JOfTp`N;9#Y-{77h7={|k5 zh{|EdKB9~LjYPET@L3l9e0Q`jQK(d!2|M>4ziRyP##&MLzYm);%`7J#G$m;VAcOH< z{6LX#E>#)DV*@pHaa&v1Ay)06@pH7RSi5~E(=DE38!DPrjg48Z zT)Cp%PDP&D{lA}GU2=+wDA9&iR$<23z@?5jIh7~<2Ir;W_aVt3tIg$;38m=)NzZQJLf zB13EIQwgBzX?iJ=loOzb2oMNcWDo&M$nj-5?XxBv!Mn>liYXyka`yB^zG+qm6)Ol}ZZhg$K%-8tsRgT!< zzTi5zwke|6)O39Lul}(yk8bw42@bxfVRxq%530cyuP`3Iq)5^7c@?wGUP4^0Jkz%8=4R z-(B?W+c%!w?D(pOD_>=$tZzW~y<^~5mBfQHOJTujR%m>d?(UHEvr_y=C`k*(RHsp? z){0Yi?Gbrcto7(uTGD{KaM%LJRq=rX;7>}HASgxJTX>eCU4H|_0MIKg+Zxvbl{{5LXGNB2y{ zulvg3W4fVSa($#y$J%9TEMtQd*S?@O-~4)?9;6T)A(MTkOwuU?-C_xu_wX2NUFEi@ z@}sKq34i*u1l^V@`_9^N;30wTcID-tx!V(%W@TgZ;L)RPY;3%?Nn4qnR!Fr+-gatQ zZ_?8rrQzo_R~R_sM`1L<=(f$Sk z!*xs60r-@yvj>DC$+t=xGkf@$P#7Ip+xf0{&Hh7NXRvdUzgMV0KgE|LX-O|PR^FCh zUI&KKhgRg5{1jhQy9K9;-v266^-Y$^053VQvM;x;_wjL7i_V5IPD%89%X`bwc$oY( zugnS$xT^0sXN2=sr5oE#89Y)lV`mn|<;cd|TRAKS`+e4z9}>9pRJ}#qzsi-BEWhW< zrtwfn`Iu;n$m8RD{~eU|V#{yC_&>VRm4$qnIKxWZO-Pfsao1g0vftP9Kk8?3E6?)k zQNCGWhcoMq4eKIeXhX?+O8@#_3{v{&i1as>9}~Q=K_%ng@6G)0_Z~+!X%FjsJ!_V? zJs6>Gxw1C0Yo&butxX2w%A;{SBs-lQuo6?ovSgjx6jt7PJK0g`VYYuKRC1k%x5>2t z>W<|o*-MB`y#MEQ6Li6=`h~S?lMOGNAn(@A!lvC$v3v#wr8^C@qwT%l@2s?xOnynT z{5ZZVM|N~+Vps5vAo+VcTO!{*4~YJ^lhRWxQW?tuQ#10Pe%;N8%$c%h8V$=QB!jze zIhjhQ#8#(?cKxij-D{2(NR zZlm{&+dB@%I1et&O@rQ~K6Pj3N7PR6VBZG@6dW8J?i6pti!%?9)3g2&efHJb)Pbhd zx=gcbenzLRqRnWd3-K>;s*$TV)AN6y=&MtFE*gSQ%k*0Etf;7B2V zrCh)aAijSMq!z@0$9WnW8sl66yg|A(aO1|{3j2rH*w{FA-)&V_R|g~m%ze-FjEh9P zL(MrYO6NThvRa>)7W1Bvlf@XT+gcdLfM=w5fzC^(FlE!OL((@XHy^wFodWppBYNvi zI!No1>-ESv8VjZ4%RaM;ZLhODljV*LRMRHE3}iM5a*%dGQrm4vYZY-7au65 z`~_z8M}L24Ofgn6GpCszjmN8TraXKelXMZSq2OTenGN%ozjLS@2-s4&J-CjGpMR&f zfY8?E!Jr-hU##NZMnH37anJ5_|O5AMRK|@3I2dCjS z?BEXcNhufd%EE;0*KgeT6TOJYNVW~3NL?%x75OF9ocil;gSz?N*Cz-1-eqp;2#EaN zxsd`h(BPm24mZzrd2ek#{a|wic&+LQk?^pvV@|_+K`k_8>u0q$Hw*JUTc*F34i0ek z>axlQeuoC5_>||mfMp}?YcBL3pePET9yNL@;+Wt%cVq1)TK-F0`AjP=*1nR{DRyyn z<-PLr^Ums}cBjs-XihfLaK?2A+W%5~|Ni~ATqkZc)jepjn#!}*Gf^qzx5(cF$+zb6 z)S!0woMtPU-9U3|vL>I8Zx6PAgUI;$-o?H#`F!k!kk6{1z$ZNVVNjH`^T+i0ay(;QDvHqGbHRI|u=TSq%$=VapvziHGdKAn=v~suzp=fa8 zRY54>-@YWDe;arHEf>1c(zd�NEWyS&CLGh zwq@HN)a-S*dbM$V1=6NbbB2jxxJVEv6S=&FYKf(8^bi#EnI^m0Rj+Ahntn~tJPf77 zd1{aj2i0uwTe`zQ<9#r*Y6YGP#;s|FUpBt6X_sG^oivBgme7I~cFh*yi8$`0JaB&s z%rm3_iW)JOrh^ggpR(Nhh{I15InQ}#LRo}_Xve(PBilTLLinRywJk@P zCd~OyuypjTo}}*netAU4hV|<&B24+sYo*PyYiep7nvSA}TwI*9#j*GV232aZzaiUo z@(><07BrPESn)1_BM_%ROP^c9zh0rFqP+%U3nZx_%Fke1Hec!Njhi=TkPSH0Uad!` zD;-(0n73WhSOqT;JAMBRk_)F^jz+=#Z6re_0Q)35A1l}sI#=EP*8N=5g->=gL{`Ob zcB6Zj<>fKE1z`%RoALbLQ80bJAXb0=`c;(UIB?A2_f~}ds}t8(b37+v+fFPo*sO!v zzo0X|wrJQ0&I+-7di3X)Nf!>u^=oi2mI1M_Khvj-JHDB$o5MIArYPi5wz#;s2&v4e zm3HmO`8U5g10K0O{n5^Qw)_cq)1lmpA6G-F(oE2hYsd!ZtwzV@IE)mv7u(EHR8%zB zp1WH}=&eS$`uay6{~(d{gUIR)`BUw8y6bAs(t2!tz{+VxjW{;ytBodXkgct4@&aA9 zuP_JrG8W`i=#U1swh@Lih*6Lqo1vDyp3=*4xDDxZ8`z?JkGcBtfQ?LcH2(lr$u`mr z3_ZCrk!l{hD^x->0)_qDyUPX;QY$J#_-^03SKktW*Xa8BQ&v{?LtC3}-jPFx?udKL zZpFueJr*bfiFzTi82xW3(cHkTC2MD->K7;nuqpZ7xnl^qw;t!U-Fla#@sX8poubNe zs2_gzD6qs#eq1HV5dd4*@;*deFcCLF4);yIH!v{Jh*MpKH^e)vr=~U=XiUbjy+&w) zN@ujzworcKfG@xTc7X&NY<=sG#RL$lf`lMYCS+cF3(8&{bf~G3&T5Dc0#oO})FB!6 zPlh6ktn@X_p#Y;cYPIqNjAlO1%M(o&n_Xo;gpwAJ9?;QAE3XE-50 zpo(bbqw;}A@xHl^dTf5ieyqFnW@6%D00+a8hfF$&ui_f*8g~V+a-HmFy{_%IR}x?; zNV|P~q+FKOM{so+?^wyvZRB;(3XYDd<;sdsXFhNs{f%dnJ>#}**MowFxj}O(SAysG2XZyde1l(EK@S zLq$fsK+>U0Ik)TYjT<+3-BYIHKV2Q^$eVQSc%1-!19<;4d^Yi>=kj@C|GB*5Q{G4(>;OH_wjw{EFIjh~(9lR_bV=QP3qCf*Pr z4?x=&W&tyc+&eT!P}JSq)p(=Pv9Vf_qQ=Hx04{Uu)H6{&Mb!oKW1Aoz zzqVD8Vo^mlN2vVS~Z<57#RqB=jwpAozh6 zE1S3)5*qrmzu)4a{c&Moy6*Rk{k74XIz6WMAzhxEj`6yL%pvMBb_+Sn(A+$PW2lT1 z0bN{OO?~d%xd)6A55U}0K*M?g>5`;fEbc|amvp`WlxhMyy+FV7TQ=T9JzkBZpp052 z?AX5(IE3;$4@fx90*5Hm|{{UYSJpF=~H;m4f-&kjNLsduGrd3WUiP?u7j%c+(X z%E0)LRBGn@eK+y&No0FZ4Jo67+5W@fbC6%t($XkiKt;wruDgch80TB&>gt+Mo~oPu z7#Zj1;NU&9XT-e&L0dQ9UAyZ&LZ+WVf}5LrGFziCE+EHu=3BZE3eFvox z;jKX3T-UMrHk6zHC?J5)OSyKYo^KMXsE&{@>n?c|$e~VYZ*LF0==bEwZm5fLU-;sW zcrDJ8PeLZW(p|DG++_9Y)z_TzzCN7o<>n}DZ)!vK4388;9tYr82XFzueC6`x7a)gq zbFUr=I+xIjho+zvaflP)T(k4=*?Zjie@Ud-VG|u9mOAp>G?H~R7woev8YuXEOsJtS zAU>er)VePcDFli556~X)Ep7P7Nw^RW^6>ENOWtkHw9@|a`)n!CaL}kSw6&%F009VA zCA$n0d}}%I{uOd1HN^pj{MnVK|%!2GLABO9UIp8N5!zx`)oC zDB@eyCq+qZq1;S=85)DAs3_t}3^nW*_Ve$|O!VQ)A9MG=H?Lz`y=IMh&5P?r`KYhy z@F~d$vPX72Y3WtbM>YC0Hb$BreyeW}(Rhw`m+k-pFUIjbc6CrI$88pp{OW6&nVF5^ z4Fev(YnVa>EMwBSQ8%GY-Nn%kknr+^mLUuDmsNG<^`$e55V|L;(Q>SN0mwr^>|j#9 zTShy*mZB3E61e$L?Srhc5hJe#=9wo~62Ce)62|_T$ThHJy-DYV|z={vKANJDIm#xS>GTe@85EbQM+geA> z@CyAW{oHd2uPyI4wV_=wLQ{jqWNpZ_qNe4!hUFbc(md+?=i+@2oC(6YIz>t(hLBq~S~@$nq!Bzkbnff!C1MOc(LgRyUDa)k2sPx_F3>Nv z97Br-T!#<#9hU)!V%N@im6OC2Q9!Mi=Nd#bsD}?0l3%Pth+(5s-4UAnMbW zeIjWnb!3}S!EWEZYlL&TlSAzmqQ)|h5iR)1E;AJs6$0Ub6t&+wAKh_K`PJngpFZSr zAMl(XJx%_1pLpI%(1kUp8LUCkMO_RDBN5uERZ-!b_C#<1stn!bFGvJxsSWZFR z@!6hf&})EGL2J>uyZnhis%>4Ko74Apo)+Y%9Xoe^Mm|7k(pM8LCbXJnA`K7;$z;{y zbBYUYuU*DX@6RdKMIm1582eTF-aSzBkj^x zW{AywsM^-8Z@v^3-b6Beefy-T#F9mvD@k|o1{ON16Gp)U-Eoaw${g?4QBvB? zPMA+7{lwEmp%?7umO@R$c2GflD}7%4<;&XBr%w-exmcp6c(#2s3sT5y7}@~x zYSEkk6-MWe@F(}efgu7s3$7K~XkA-y{co5g+1S{CGwq;(15lecrGyu?d@%P|bV$$4 zT=Tlni@3qQUxiZJ(h`dNO*fbmkYQR$fA8Ks6flp3vP9Pp0efT?;4>hGS8y~hwp}J{ zPMODFdo>LOkIJV<4>a42P(R!Kzjnwq8mfrV&nyYq+;1WBT8pytU~Kw(oW);l+=xzI z-B$gGRJ7%xF13OMxX>rRE` zb#@(}yf@XM4a72(gZ+9vk4*o@x*McXVp%7vL{GiSn=hes#Hl@mK|X+p5=% zl+THA@L?iSS8b}k1gVHIDiJBWLc6-U1X@-vo$qb#?3B+U!Fr#RhtV6=T(If{83GGt&r#px+wZ2Fc2MB|P^!zr8vRMnXMHqY(z8 z%U7=!Rag51bNA1$Hbr95NsX$JSdm2XzE1zApT0r9NU+2|L~d-=$xn7wukCx4^A~3= z+uGU)`-2wYCq8X2Pzk`SI!KNpf3ynvxmT@0q7x#FxV9nZgCnbpI!&G9G*X3lBB%pY z)VG$F?R)oDAkHp9*++*^8<&ep_#s!W7|iUgf40~d(A6TXA|A62CGT8Psyhyh{{bwnnVA`m6PgrGEXk*`vOCwVU1J$QCgg<4 zWqx70lRh8{i*g??_!aJI5vSn_xaD9bBu;aVH)1dz5Q`UzCGni21H4rGY6A*cFaAe7 zGXNSeQTb|!?PgwBDS@sAe$8ps5)TY4{_us1RgOfcV6P`Y#PV6U@bBHXuNl;ArfDTJ zEHoY?eW+yoY<1v6B#^c~m6qNH-sb_CHo5&I@*iAe*T|ZAF1P}Y!?#Tf|6-jB^(Cy{ z==gXcUI=f@ho2V&fHXe8j*9jKygTy9mhMZ--{P4ek#;rg*GSziKDWTynu9vXy9?0T5)+ zgAyJUD~XDAx_7qfkIn6r7ccgkR)yULcYOW&b>QGDKR&G$Uzkw;RUMIfW)XfKEiJ7Y z;1i9kSg1Jo10{NP&$%HXl(R1gW{4=)8g)AHmC*<_K>W4%d;D@W&cW}dR7QMhAw0`w z`_QnXqpXF6EmY7tA-x*smf$GxP%zkD!}lYY6(`60`uoegH|>5Z<|YVb%K(_N;_1EiL4lWMk#%#>eOh(C%+Ob8JmA+*wI2YpwpbypF z+O+G^1>3ggoB|NVk+1HL@zY&Vh-;NVx`dd46w=vY&_jdBgwNm+R5)Wtb!n~x|0-o4 zGhtso7c2jxb7~criJG<*MYmR3-#}P=S;_VrTw#3Fl;9}%AiHXcW@%Ffkt!vPh2qao z5+mT&?C0Wzyw@H{erysLq;MV;Jh}X7R;OK;tJEWA_y~4sUSiPH$A1?Ng6&EIkm+GV z<+c!GU~T%;yn+I+vqGi&SDFZIsJ;UQX|NvO+qqHk9t&r$Ok`waKXohg48@E#hz1Ux z?C184^!0^wrvp$aj=k$4nC|MznCMvC8`vX9u_gl$7D? z9i5ys!J(#ag;9%6(25p}>c^_8Eim3EoJ}r6{~!rQ=T5Jf{Vyt%Pn>Urx?1~l>=B>) z-^(CH{DXot?-aYay0XoLJzx+MX_)LM93IIC=vEM_PeVd}{Qm9d?@x^sX`4{>HAU}u zc&e>Dg{k!U0IfAt|u<&%n7Drx6dMEzL0zk+Cnk_5Yy%OSbFi==eK3 zTZ@SX{w$8zM@-FxX_I{{UN}|(H_jwa=#Q+S(aY(IZy=Fp-v#JH^ZE+}(7Wtx^FakP z2gnY@wF;)G$rZIk1xdqkSb^(S;)=RNL`I}KLN6e1!a(kiP`m<|erG2KO!H7uej>m1 zS&Of9)by=M$;kqq4{qO%L`-Vw=nxQs()fim-rzjYQ*~iy48V8y+1$j|X*zh8*2JqH zgrEI-Z0tdNdJkgLsxv;QQSwug^YONx_h527diV$PR-=*d>FR{fN?ldwQoUi5z!HBmN z*VP5!{Oq8mEkT*)pBe&I2mJY(VWMz#@LOb)>tO^_!t?G|{I(ros6XbLr5HpU*ny#q zkObtWEYQBuN=Qg}&h+fgUzlojXy^np;W|AWZbgTgADoUNoU2l}|6S+MQ;~KY6HGtu za_7H*=G12)B~LIfXuwkdOAW0gDTD2Cn;tfSIa+Qi1#Nyf$eyDX_3Ut-K8$fiS4b9u zG+~-G)im1>Xzv}QD{do${Bu8)nXqMpM zk^FBHQ&TY@Nr>E4@m%b9@{@?Jl_vYrQ4KB1IPK4So90bL27=PUjtd_RT}f2Fhm> zWSWnkS$e7N@e2s7mCdL`W#7-qc@J!lnA9Zc=K)7aM~bHij_D|_e_i+RapG|l7BEa8 zW_FR;xA-9)bWMcHfeagV+^OpOWc>4WdLstJg@Nq>>{GRj^ROViDgd|TEq!Mpxo4S~ ze4uN-<1F+KA&F3k`1%SVB+)|K!$-^i_CRd8@Q5hMT<|cKGbf^b*}iVwIz%^tP=AIy zD&N|6*5Z|vpNqy%i@@mow0mnCz#~+n$0_5Kl$5J$;?5jM_Q0&oPqcnL7!e1Jgqe#5V4bQ{m|J7s)ysTvpYz#0E;AKG~eL$lH+8Dq> z1>7fmIox_VpP}bC43AGtD4x5xWy6M#O-;M8IGDJLPv_?1dVo532DpEAdL-gG+Zxpj zV>wc2!0ZCT{6PI6HeV=!w~_hmF`Og+ge!bdm}CT!wi}c8pifkGI$vvq-Lq=X2|~50 zgDQ331Ef5WGw;zJy>VyPVN;!FEnrVUA(N?3luliUe((ZipfSmD==%gi_=JwWhQ?0V zR5!=ckJ(|5yk!H44||upX$Uo zpNWG)xl_gRKE}kW1BYY@4Ol!mIA8V%S`o{`USYdi2psw(aV!~Tzp74Kn3gWqfPXcI zj_~#CS5AyoS#EfNG(uu*5x#M%_VWWjetg8SP(uH9R7fb+xb*S-pF(OvzLk`e>^x|y z15%n0{qVs+LXc=5lJ)=o{bK(7m;#F2Csa#;=j$NvcRXp7%jdNKo*~3P#AY(02=edS z8|ytN8-pEr=Tr5+K|HC;vOGsRNly%)Et9YkC?Jq@jv~517Y7czvZ*{*L!kKd55#%yZ%m zBjvt3yz^ADs%t)e$9D2#V5Fu-6}E~P0l8-Iu7ptpn2Z55rZksA&xURV-Kc0OFLGNH z@;eBV$9ZnkhG1zPzWHs}U(bP3?Tro)=Igr9igHvoqCjG+Vq7+`N`dD)>tztoW*1~q04@YQ zrQ~!RhB9<7vUZg}0Ws=;Kgd>t3gW;pan68zBBnG(`(h(tn`8)%LLmD`fCj+54H)SOlkj>D#_@7rE$hyW-bErE2z{UxAyJQ6 zjR8?aq{fp{>+WSwGxL*LCoM{LE2B?=GHbu>9rNK%Xol;~yb-Mz$bf2u1O{YHGfajC z2ibLAv!hlLE8q5E&we=a^^e6-!mZnozuUv@)c+zP-z|4$Uw9RNN zK9`r@O~5Eo?h&$}hYoE7wodjqdGh3I%cd+pzw{P5ukfc-4feC4}v$bhm?1lmk{`}UlzZOw~Sr29uI*0D6gTqq+R<>vhdB~}0W zi|mK+PRJYV*+E%fFBV14&~`Y*pzJCkl^_|K-|5M99DtdRk5<@@1-sXz6~hjH7Yf^t z;o+3$J?A2zw_E~xgQ=tYiM}UM7v+MJ)uK1T9oX2y00jeq4SPUL<6>MKJ6htq$;rtw zwto{ihyGzx_7#hD)iw*-!bAUTzR$5xkjN59$!~vsD4!jU{qjcT5)&h2Ra=}`gWbW zNUqKf6F>M@XKKW<8jHlpAXJf4kh`&p=WM6P z#y&MShoFl%^GbFb^2BGLnM%xwnAgSJm*JkqW?kxdFARq#8Fov$kf)Q#0Azo^CRXFn zs)eNLwpVgH7$iIu$(#!43oL5WH+_6B)n+NowseN@n{UUdZg@A0=Z?D>ZIS!~Kx{Iv z1Sv$b$qoG`N}nVI0S@g977W8fcn!gP`5r)SGCuTm$0l>P2lx|d8gIY>N6;YO*~I0S zDNJ%CBQVX)+D0K6m}f-0OlBrw@j*(=L`T9P>ihv-qIms+{32oe?FXcvYMj_OovcH| zO8{n#Fki@d;B@{vyyZR^uslo9&Fu4Z^ITikB~L4j{mnJ-V9?${LWkMZ0Qd%z+t-17 zU|Cd2H~d0oW^j6x?T%U7mCI*Afc)~oy|-%L_x6Qwh$^)$BZGrsksrbWZS!Y*;3mVc zCri;9LJ!K@-u3D~6<<6$G~OdA%G(a2R_KCd~j(7&<# zPs%yI1J{K)fc*CF-+#iW74lfa_2w^MPU+bK1)_HR05yc_6o!Bz@Eq+i!KNrTemI~ng`BTyk4$gIj*FzgC>E? zB>;;&af<*^J|OD@@*B3iHmB6SD{@ekT~puR&ngPVpF%GGIyuaJ1|`u^ErD4vwgShA z7QguJ)s($FQU`F)huk@b~vjUA!J^6K}Vl?uVKI&gr>F&jh+GP5-dh|NR?~`FS7`!xFVc4L<3c_rgz2^mORY)D9EA;_tT~#G zIs4dnrQKY*FHlqASGs6ma1xjkw^8IacB8mnNzyNPj^;ug9%6z&GBcy#D7Hd|QgZCy zzHQq{SaLA2`U09aglr<$6XFCI-jN}o4Kr~O`l0>)u)Lw?C*CzMQc&E;LC5HMJ^M5W zA($d10qr;tDtI0+v*@!Hij7jg$F&rrO;%dq0M4lv*LgWrzA5u_R=05@Z$>&O+mA+|BZTu}uxu zWn2DXAYoFGL$6E-M-Ptwaq)h?JZ1D-0n!owY7Ij}X4DV^pnNnu5sY5*m|#YqV-Iy5 zFd=KTy{zndG}A9Z=RjeRGU|j_1cHPTWEzYVYL@NafyfA{nLG=+&(Y_7{UK06Fi?EP z`g#BK(wDc!urHu2&!w9EaCyCcpm0bx<}9v10EeC>6X);mUtC=5i%lPc4c>C12&7v8 zqOb-468j#%cs?9M#|Sd00!NKY9y+`|9f42-b@DCKjG7FBqGd8qa6%-27rcVIGB8mb z-;oc5FTONyj}ux6VQLk+?~l;gun)L{CWQ<8<4h)xaf1S8jfK$hDyZ+#z*u$#ATGJ} zg^g|Lt_3v4Sjb^ibiDtelR*0Ae*jZWdCka%6FB(UjsrAczdl1(FzWQx7tPMjCcbra z>zFdA{~Nyetz>xsjCoz1la@HfAvKr0GiME*Gf+ope2k5aUk#r+4kKI@FCxcbs3i#S zeg{L!%pCpJt=EW?Bgf&Z$S@c+97%%Ok}<&tY;)*rQk-vMO*g;~Sih_rr?7Q|eIu|Q zhubyPspiE=9kK8D(0)}Hn6mDBAX?TE`#-%`B5A}Cn4H=f(j(T2w&yiJefmTTYFo;O zN>1HBLH^Puc3jIq59=mCI0b#G0?z)->_93QuM@br=QrpM)MwH;R$8kP0sstdwhUM{ zb@e)y=}FLD zXt&a?4(Slt{d@aJJ31#~0K&8D6az`FxeSX(A^)*`8clHnBVDKoI6jEHP1xcjhM2@u z5eX_u5Kx%?N%Y;H2z5y{^@12NlY=4yJKA%GefF`&c}*}~_W;+Sg&jZ;$dAvox3zuC zvfPb-sa;=*Q~sZ9gIIsOxtR>B(;~EYLPZl8iH_bJiYkIeX)+s45A_KsiSKZ;0Gvy` z*yq3_=V_3QleyR1?O3)mN^dbPNlOadeE!o|@nI3J>vFAJ>5CN}Keq?c&)rCsFsjP8 zbV$0ex3jT_N2qeX=?G{m08k1{OFuKt#+g-%lw1qqsQ&s4=v@eK5vXVVqDAfP;c$>< z7!_|p#ya(cOYai;C1qvh(l;DrGM_0G-oW@Rnv5dQHiq&6%H z>S-5G0`tDek^n;qhAZCdEc;HvdlG%p^6wiiD9Nk7L-cW<8+r?MH(?srT4kD))4*_- zz(e#!{$mY4OUHhJ#NG(vd`#E)&rTjB1ySC#P*W2eZTWj71f0P=Bt+l~G zL!hq-7fqdpFF@eaOD^cX#`SS$+Atyn?f_h?AFSITdwyc2b$W1b4-qp!9hjkB_Pd3l z0#`tlDnm++*NA`Icm)VTF_fR9^y;gFJf}~cBGLu82V}0M774@8>xp^{j!+VpB;W(O z$SlyWiV))Q0qgxLTiJQ{9Y~WW&>E9Dg@#s5sn&pgv9s1*IN>?{O8&1}HjcPs6 zjqP<%o)6XmKiP%p8uaB4aPSk~o`a1C9nq@gMfeIPnMUe}3BI9kAEP@WcL)3-FFjUy`_#eXIh8=5Jw)u*PWCxll7 z)yB!`ph7XTGFj}m7gMDraX8MbdxATieok#-v(62(`$&a;X*(JVL!>1#*FqcuXx^^i z77F4B7JCDcftHSL8!fFY+yW?;fEEXvL&7XEx`T>DAPJgDB7(re17Qz$(D+noyJM#A zmRfxMjBK^B0`e5es@TaV+M-inZbNY@8@g>S(BU{V(N14#b>jx70b;x_@MkJBGCI0}v4 z5P1ePKe;0$^388vc;yJ)09SCs0getKgHQj_^Iy7l^X3|mp1v|a&{a>!8S*RPMz9>IfB2y|Ir_{M(EO1{7#v2lHX(AOjhdkLjt{L??y){v_H zr4zs{2ClHLE3vp6+1!~cPbPCh??Jp9v~Jpixm(Gn2Z?bFbm-@ zT(Uu~L4;2w{8tXFwS~}oM*sYQKvHor;08yKJSjQEsS2Y@2#A)@>PLX*Fyf8Y=h*jd z!CH!XErub-4}@(1tP2G@e1%*mGC+s9${n%`^fi4!p>Gxu=M?=+LkYf!wQI8swtAL3 z3b=t!Q8LvM&mKvRYyypdoBF~5F@A@AbVvMC?LGDoYdeOgKA0=x;HnsQ>=8QJagdYn zVukXnumuNq563L zQx&W(;n;oxl*CCJpt2po$=`=N+eijR-Y|~4p!r))fmZ1*l(=*_T?xyNs!}U(r3qhu z-6`N`bP+U5n0ClzI>rzRK|k}CW?-&&KQr?Uz-$XEFN``s$Bc%2L>bO>Jj*&6gTGLK z>s;f4ZzMp@#-F3$P%CYW4Q)FV&zh&vDzW!xfkne1vfKcq#Q^vSRE2Vrm`kARkWn{) zzYzq_J$QstPOg09c0Yr=UKEW+t6C`Sh!JLCAR?6%k+w8xoc3sGA_e9*VW#(HHmnt@ zIF?szA`K~wa1H2qh4u;*kV~3A;bP^H@ohn=nNm}VQV8`Ta z7My~6p8~U*+qW-H_q4zgiMvOdp5CS-Z_!Z1ss}NHJvRu7bwp_@+ zD?q)xmNdku30Z+^PNqfB+8t@0tH8B9k>lmzr0arr2;PR*!Rt3|*l@<5Mzya#eh0W2 z5;0BhdS^hU!vH{ySzMG0^@c_N`xVPm{Ko3Uq$p@AqiCZ+!Dr-st4FtpIXqME{4dy$;k;}9j!@P zUT_E$X)wq^biW2~1iG(&?F{ODBDaEqc9GkvCUdg0e+&*P!Zhmo3?1nv8qOC8W1Ivs zhh~U7?Lc_B%>O+~n#RgXrNn(Bxh~@|uIGVN9p8u@{72&$OU=GFoB7iE-$rfA#Q@vz z(@rmf)8?-z*s5F^dc4KeMy@~b@VN&-aA`OnxB^K9>6h1Cx#2$p6ha}OJtHJV-1wu4 zUKdpq18PzZDGOn38EP=%aZvsOV5S)H5mb35sALubYJsL~_6{C0<4y5Jg&A6^+I|X$_vck29pFOOXb8(-J^jJljN;h78kVCV zEhjFjtp-!1h5L|T><2w_9o$DP%-YFg30bwvYJbPC!NK{j|CxHLO$Pav2om?${K#fm zjK~eY9NCbcBIe%{E3=l}=GpvUGEB`jDjm}5PA#540}A$O-M#(jhLI6H8X_v$g=Lf3 zSY-D_Z@Wz@B%w1bVSvi^eI!M5jH#-fp8Z&@8m?|?z^^CxNCuv82cV*^(Or_PQhYF{Iu9V!& z^B%s4K};vv5vpcEZHJ|d5<2lPV@_7=a2HtKYf}|laB`cos(+J zJpS)$nT%Ec4`1&ck9Gh451+JUgcg!gC`BQ&s8A85tc;KyqOxZ+h$2bZlI*=QGD=a% z%FY&L7iFiopRc-p-{1GX|G5A9JnD0Gj`#T*$MIZ;jMrDK6SXXRbM%LtM@rnqdHHvK zm6ncGK0U^H-#-v*s;8$%v)kA9pA1TNGlEY9Wt>e5>ylXjyK)}>7rbG#6SR9yL2#y0 z+jUK08Mx|<*8El7d+&M3Z4`2N^$H@OE%Fd_=yV@o`NB#S@)P|<7;LdT999snJ? zanlQd1j88vGl_V^nSMdM4(Ek`V5yNH@?t!^_=6I&vp_wO_Dx0dP-n><$yaIBECuBC zO8&i`U;v3u`DU=$H+AAzcR%t$PGr}d@mn{neV;!!;?cIJmgcF?6!>_kf3?2tI<)v| zmh2Az)kL=j{|;fOp-kv))Wl0}44ozR^~&8O947a^=DDH}&pJ0^*GGk@VKd6lWA%Cm zC--&>A!hSn+h;a@({#ZiqQWLxi}zeRU(i}8^$yIZ4LOTnH4%cF1E)S&!?@$f8itan z7KdR@p_#O|zqd4UIdcjbHFu(L0sot6(Z-L$=BV!L8-6HoagP|IdqnW$jw(XU)g%0j z+3o=+7$gZ{nru;=JJUBA75+UYSbJg=Hhmq1@0!&0iZ*;-5RK~u(*h; zm}90M0*^1a#OvQ~UgrToQw0Wyq8165Ze zguXNz_mraUC0c1{!5W;pNY@Jz20KX%!Xo%-n3$MC09WCk?gai~a{$R%vUv#;?U`F5 zo!%8QACQ+*TsnMpUA6cH+l$mCOA=MdfpfNA#*TA~nWM<)++aLH&itXkK>CwAJO zizmc=a*sC!REpG)Mx9aB(PC}`Cs1`<86{|A_=1R#KB$wDX{;PFHEgfb}x z%>_g`{AY$jM6VLoytJid6IAl3d%-Zs2l;z@U&42L%&)@=*(CJEBc1sNfXSU!DUm0} z4d876RWA%Jr4|e_pfsijkRKCch&ulC$@CGB<4{_K1K(7^+5_??gUW=w0=WLOE#i-g zwiArq%?)awdbQ(cRp}s~Cb)M|ZO4!daW_`#|(<&;bE% zdkfti6)wmGfaj>j)}c`1J{u7dokvpZq+O5DzO-!)Zuxdu?Y$Q9QrqMSupPkjE1``n zJ16i_NDu>6vP3>!0zO?zXo`OcdWo=O@NE!bcn;* z39$)Hd?QpFB;isXv4+5Hp5qoylJJ-QVHJB9_%w0r;gEt|SA8h43=|dmxl$l+BnEZ+ z_U#0GAzcihI*61)zi&ty)t5q2Cy*((AU+ZLZDJm{&4E;54<0|z1_eXxUGZ?a>P3}wx|*s5q-Eos8K8%4o);Mg z6M~wBASQ%{4sBolKCuok4IF(a5{XMtQL)k8rGTi!=EW){syQW}7W>5aOs|li-JkHp zWt~gO**;_M(qeFqU^~iSPY986D|B822te#xgbTnO8Vhzts{%16VbGK%pIR4x^2(L{ zph|J!Y$4ngpjqk(tM(Ms)Sx-x$>mlX`i1>Qw1!y4MBzxVc$V$pzUu%b4?`3J)%WP@ zYSdlih9yFuW5Ex5?J5(uiy$(>_dpM+?*E&} z(4qCJCddm>AX!T?h2$`>Jc>M?{P_sFlIBmZ0D@6Kzo#(fB%lfCaz-Dn>O*J+?m{t_*(=F+r(q+Fz`smL9!D`oLHv2d`(9(9Cd8&i zoU|>IQ`42n7B_llf#%k4>F)0~jWfV*r3*KkQs^J(6LE1;1>ohXY#SU9g9>RyyJSs+wMBOFg+GN{nv zXSKe9LgDh`h6KnVP|69qSHkZCizP(u>2uCI$I>;8v5!cjgMFRsGAsDuW1EqI!J{vU z=VdPXS3Wh;Ok(K5!392e#bmo_l-W4RTcw~GZ*odCU&IPfRtq+l3rrVz%&W$$HUvd| zKnZ-NESngaGv;h~pKORK*Ktg)DzlRGtIW;~hQR+WfcKLJc9sGiSW8D22OJy#u*EnV zo*B+yElCvjdhe^M_O|~*Kn&Hhsi`3I@MK>paWS!L$gKd~fINki_pczAB6_{ESX48* z4(d8W#~dBSQ1FvO2r@+Ft3$$Hge{>|#dU&~F(J49T-&Z}o^>@7U0SRi^A+u@Hlv1u&Wg9FSQRTY%JA`0Fj%Dj`9Hr4i5v@ZqynwR4$61j(%QosPJNwvh zg$p57yDr5|gL=cMjCf*c;K<>_{2e5pzcIymFxN?iQr*A)L68L_XLHOTV?I zf7m5a^`f(ExMB)R>810GdDsJFgq^nTC8am4gkZM}fVpXv-Js0;StlRK12&$*#s+ab zDKP3t9^%KsRN)Ix-(CB8{KcKGS5D`iwYHvP;}LEa7p^dQQm~Q>g^=OH3nP!$kNJ!) zeZ^;io=XqSX(>Q2!Ww}OjK@6-Fj^%8SxX#hl8+};EOT;mTPz|eq**5Fb_9|U;uQZK z5|P&t%L=~90;;6F=bm}=jCrQM9GstbBp?UO;KQBy8M^g!zh1`^nJdJXB+(S;z(W81 z1BYhWe*OKmUcZ%qVg|YDz;6}d-Z42rTXm~~>UQ1={<>vN+iA}}05w>iCqbT&%|fC+RSZ{ss~*{&wHxU!I!@DJ z!e~}TLRxqxtbe?**gv(^hWF5-m+`@xSi>sfA0y|2j9!Xrk~9__aU=f0r^ILrFE0!bWz?TBxop2pAV@ldj9*E&4Sm&9^T*n6X$6; z*cxI^fO6O`Hw1b2P>+j2Xo7xJ-`qUxyM5Ak{j;On5p%pjQwb@iweSwa$E7BYUw&#p zB4r+oz8b(65140kceb|AG;&)ml<%pC=&0X|Ghno{9jr}rV9cutY#6i+xS>Aa#?GDf z$EXTytsfN}?vpJS^x|feA8o|&5!?e#IF?|wQ>(9IXJV4Z!3Lf&RecSd8gHg}IaN`TGy0WV|A3K5`M@IyR4-fMgdK#%`B0|FxY^rHyV= z3w_d-3fN^miqa!DerpUZDBINjD&SVDgerp%riwF#JU>s5I`<@;+e4~u91A1KGQ&#d zJyELGmJCzqL5XD=rY-{CZVjRWfA#-K_9`tBEkvEdv}H>L&ZbOLp6!kLa>w|WEj($c?;nk; zSwdlqYr+seo-kC^a5qMo;{f{=(D@fO`hD%*Ur8id?8mY zJT?#py>Jb#pDL)6al{zHYp+!?+`(<_PvQlUpNty&1oGJ7g8!%)557!GbP+<%NC*`s zLDGXfmLpSTV8BKJ@f`3w%!0>ahQuZR`Vg}Z$ndkblvdrE7!w~(z3|q0(8awfp_-x0 z>FJ4TNw-8apz*mG^UIPw!J6)aPv4ky*dNf($Q8+vatXmG2V$~8bJgrre;Kj@oWPu* zNU(rL+!9kpZ?vHMGDLv^evgD6fTe2UO+iGC*C{ps%gR#Ydr5#ih@C#1EHL3Jqb+;2 zFo_?g`m&{caNt%KB4?uVB0sD9lCi&n0r?d>lv=18R{;qHX-e7DO|b2-+f3u^$O&O#^^Y%4UQhexMVpJyg7DSVKkcIN&3|ks z$;L|Cejbd`JWit-DyLBwZ+-fJdBy0v7KPJEN8FeLlXDH4%F5S9QXzxR`gX*R1GmW& zTZhnN>s!h`FMS5H@OGnQKg{;&zJ1y^R-awSQe}NW-~Z~E^=OokVePQ>i7UB(-*vO# zZeo)>w#@8$hTi#oXF>T!;yiM*P1n3=I^k~rj3Uvt=j5?ot&s3nF5N;FwZjpOQ}}jX z&*uILF7vLm6U-kZ*=F3qM_6~72kYN`D=QvPj=Vuw9TWtVUaU3VFx zUl8fl2ZwW8#}-^SFft?L8JNWFJ1f^s{9?j~1v3T~>Qj3=aZJG#7CbtjSM2ykwAWPz z^!pxEr8s&Y?>T=9u5l9gal0k_5sp6)uL>X(X0+x|y@$fVOAc4~EwR_`;>k9F?Z&W_ z$S>DH{t)UJ^P&=a$MF6ipayDm^ZQlEEw?;2{|d!P^tnA`981R#JenC9Bs?a`O2s}f z+MyJNWw20XfSn=qC#Mz6kr;)Nm7h;^Z$t)zu7lVN2_6Riz7*Zrbq5EcB7_LyoZjD& zU$H)^Is2uItjra$9`I~JXH2tu3v0&ey9PSrjRoy$hf~9L9!7W)y2fmW30;En!P4_6 zQbQ@W2VZ&~u^9jnNXtVZMg!RPt|RRS!luxEaR3arUcWvH5H1e#Q`Cpar^2id2Zf#l!XE*F9~*yHbGe&PK@epNAb*cdm!duh!vKQ1fd_mO1-xO}u1br{lA~0&B;)4M9p_J%?Vo84#x&%3ci5F03Wal;4@(mkae{0-tLnY-Y*DN@4mbQB_)ym zVLaXX(!MvhlK@a)g(#`jlS+leBye+wU57dG4&Xi_dhmM|m*Lzb!(mrcR78-ew5MZa z6a}=oK}1ZCFJLyl2yQ{#b^ai__-K@Ttc(2vLV3PA>Lm{*T$X-|6JIDQ9kPv)nLoBa zxG8SYq7Zlrq#Um&kxPQe5UleH*|1x~bB`~cg`@)#!9x!7*}M4e(z{Q*&6ay$E|^w3 zlzl-%U7Qr_X)I|L>-NdGfCwaZ7idigHx5nIFl{y7D+Ui1CEg_vH z2Av{_ZUpRQh+$L9A!a6lHFhWZTiGLX`VY@tGtUZzfnyD`Xj1b5~ z8M^(QGG3FIVfW|A&I#1g5%2#zlb1ww7yN|`*Q&-79chTUD`7+hn6fcVTNF7Q;mJEo zNXflZ!EU>#s3-zPgo7lSE|iQ!`xkbim9`0)1Mq=yAzvU{VeOnifGzmt;r5&ab&b`w zQVwPTWNo1$x(Dwuq(t(|o?j><^ff4944`O{w||{b4(T&~cN-*VOp6@HnvoL%wlA*K zTmG?qLL+{rFaDIQqHBE3MV*iD6%E&=)J#I@01r_O05~$$1jKENrWH6yA}u0VH_~66 zr-zAS#|)}moDPk=?$BUEOnMT|STa5ZUSooS0wytg4F5C{%n_!E7^zSb_kZ~!3xtQv zv3OAjf0fR^pi>sGQt3d3faJiY%RPXGhoV!cvRqLC_bWAeWGhmFvjkrNy@LVc9ble$kg@al=5|4y81Vr_JpnZz zQ5dqT!sB-uF|#a391lWe`lhi_*{ufsz$avFfG=3t)6K1cgA?XFB|v%c+qo7%>5(A0 ze-NO@uX!-+Gm_6I_MsC(>knlJHEZXEG_4c({+iH_)(teKKvIC9BKbcy5F7#>ufgc1 zmWfR;7f^_N`mZ3wSa|@?lLX9=sX36v0Fd*=?E}P6=yHjfeq|vhv`GW+0esT*DV_C% z3)))neesNsVCy8qxau;)wKQiWsPQbDUc0+Pw3WIP{wt)aW*vG^>s8QJPz+azX)RA2 zHU+w0{SP;kkPM1=)_p6+R>w9XK8GP|H1=~@wxO<#m*~QsT`|Rpsx=}yLynsn@ApQB zJ6nb3&6hjODVPSqUIFHF6;AUfMjEThZ-s7)EG^a&XHxS6IYH=+w8dIGT*rr`K7}Jh z0KgMm33w_hSM}h_g~LoMka=dfVFd{Cv^la^zi=fLw^xw#3Iebp%sOBt5=BWASk=|l&t~F1qen5kW&qahH#o5f?>g=>JKnuT zi!f5yMt~8C9GGaQIfO@Vmaf8;qI=4Nao5QWEG$(}nl-lnis0&&tU>8sd+r^; zdKL*?vTgaugawo=y~z`A>ju0XQQmdoX{L(X1-n~G4UG%2aC}djFOdc?fbBG0j3gXZQ-il9>28S() zkAZiqC8P$&-6?s!YpW&UbVe5sy3#UJLK#nk6$xS(fA|te2uZ=jQ8I+)E&(@@W`~H( zJzw8goZTc15GRLO?Ze2B`R|?iP$Uo=)J*0e)r!?5f)F7@bp&ZXdc!q7UnjWv)r0>x zIJW=F^+9=uOE4A4&t37P@#HKMDkH^W5;0g{8pXQPf0N(Yle{!DAQjW*W0?76d1Sdq zR8cAHm2vAA0}65Ks*Sv5bBH7{BpInlp zavcHEPIUk)%q#8ts`I5t}j$A)3^4{jmy!$@I5Q(QeCnvqtt1q+}X7yWtIlwFrOs+G7OGwv9-R1Z<|N z#2Rl6qkx~_2;OEFlz_F^GA(nn(7DPtn0CYJNrXhG5y*ynwY=mK`4#B@iedV+WJ@If zp6OmS{19IhTM4iB1tJdl8_@_NMA_G}^<@Cc37vy`_Q?6yqWa!Btz2zF7S(!<<5SXMKa%9a8sO^OJQNcTSC^>VyMzM=I$V(53D0 z7vRTKo5%oJ18Q*ysD;D?N1ZqDHX?3^yySi66*!=6g2tiHJdZ@rv`f~&&}luRo6mK- zq>c5AegWa@0qBzqbFfIuNYQ$bj7EaRJluTGuf@3#Q}V?xbffGbGZ~U$h0Q_W3xnZT z$sF6jv?iExm82H#VBFQ^JA%T$MV<$x-h2c#?Pq{SA zy+UYMjIHI?H{2#dM#5M*cStsM`nivaf3vCIR~(s^IKNKeftPaaUJI#HcB#4%)FOrM zy+XIqlOdgTFsELMBw!KA4ys9_Dj~Ejj`ckVLjn6uWUCM^lCc5&NW*}$u(74O1)Uef zr=S?VfQ^MW{2D^*a1$#6OKUH3$T+!xqB93}RMg)m@g2NOH@gq$0lBN3BqOaI}Hsb*by!j`XAQgRyf{}2M~eJ zilB&FSy=*TnT&B;;)KQ_lo~+QsFI<)U}f~~uEn;5CsOHfVONn5RFHOo0M)=gC)(94 zc0y^Yfw~G6O&PFS=%6rYx(tn20jwZc$!%eoe0*);Y8i%Bv2&%xKzRr2BCBydw8)%C z;uvv1pvZ10WFTX^K5oH$p1J3Pz7N|ob0Q&-c6*G>YjiX(iw+2t=*}_CLfjraGIImo zViRK4M2+2qt_apm8I&oZVE1wC5#$k-)FfPxsL+!%vN+-JkW;(X{0?$X>}x>;!XlQj z40eD-sHSimq65&_chCX663%@{%xOvW1@{;NPS{BmtZ|@y14``=;FaOt<^TuunMB*q zWTEFafV_(+FA=VVV-$AFQB6@E&BRg>Z0`NuVov)A(;VBibO79IiOj>E3=TthfXc`fzsHF zNy}JB=bp#O8G_T7PyrE6>(4iDSU4d)a%;*5mW~}L5lppVSp~t@ecc=WUV^*y#pj#= zbvZXN7^Sde+EA}o*=5kr++e5u0;(SMC-?fUTzwN-l;Q2|Q-LzKgNuFm;((67jrq|8 z3;@AEGrD3nFLUE3zyB;t7f--Rgu*==Y!eiG%KIlKCQt&niTz{uy{IpcwhrI_R1dKrNv zAhT~tE|`F_Q|f$G-A=ks96#?2t3~YK<-DHOOg$1$;?4fm@)8!U&mj~ z92(^)#1wP{Tt$QZYwr*D96wD0y^!_0e@GW)?2h?gIjL4B9~eEU2%$M)`D2fY2P9F3 zhE~%4?|8)Qc)ot_J+NYpN^{+#>fpG$nnoM|AWh*<8jS+ZeG+g?PWo|b4;ZQ}x|F^F zQ-WC+f3tjmZ$im=eGNDvlJ|*Xkw-fnCnPL$Ut+Yv6?%z*O?H&bi~D{37uVs8Q_1c@ znGt_-wXZ$4anLii6QUec_qd(QqSRB4#Iwel^0oImwXGL5M@@om6gcj1;!||ApD@Y( zN?s>BWk1U!c2I!HqSDX@MXCf7hp!ol5&hUx>m|exv+lkk24~1d}1Z`r`$PJ!Ip^Q zG@xYon_d|D5`xBn?hB-?gEXG_2Jv?zDO%(wen|9QRQs6Y5Am12-*}qmU`#wc+xXJarTrghAmYt&PVg9hczU>S-fV=K7;#3Fsg?-2c8O)t^}w6G;^OU zJzTARe}E+#0~Uh^Yxv)zx$|FU*^eDzIsVTVlFr{WlF7mA*XG+fSsn4|Q@#8l=Wv22 z6U0%NH*`TUYy7_k0cFkxMrMD{B!PERn%5@2YM126gX|q_8oR=Rc9*nJgxiB8#S0w{ zHIe9G^y7oLxHzd446_SR*vh$o#SvHLdi)^s*@cm04%g6z)rC>^GgUn{2sF>tAj7HgXgh6k~(B_8OKl)z5Lam*WH4{0w z*-;3gq$V-};4**5D9CM*@dU7Mt2)7(_cxU=15CSn2%7?vWbLguF)UZKx4&nV!N;ju4a5#>PkRD1C&81}Ry4_oaThh9?d) zioT)YZRm(d3j#QqMZy$>Kk8uw$eDk00n0~lDi{}^LrsfFI>J;F`7VipQk_^tBkBo# zbKT5SA?MnWmn2ae2eSe(I_Bh*_4GW&`GyEXX$;S4bc_5|%&+svh3|8Bwh{@P0ju>d zYD!}4y!#E-jk4T7vi~8DS^R_KOX!wvOmd@bYebJGO|WcGP5u^v!d$F zExQB`BlD8>cV+KZP{ozK!>GyM#1l)92`}umMC0R(udZ z*?;^|_Y>ZYpsDrrT5i~q^X(24rrEs=7wfaRB78SK3{fcBHq9P_9;yQfW)ryuD;abU8|4Vf>IytXjdC%WH|7?Me z&tP`~3UO8VozN}A1zl^acftCmre0e_tHrsQ-(WBvp`wmHSG+jK$IZPOAQp*0f{gxF zN{U5cx_F9iHQEXi*$;^2y*uH~fmU6Qwsz^Ph0?>N}_69yL zM!U+9xRa-3^bvmBE$H%KTt?PD71m5E?-m%XfxQy882}$yx-e&fId%j!J-obVNzy^^ zvmu^Ki~U(ouRBh7R0Ve-!$;R=h;yv8Xzme$b(E1a0cmRz&<{(@lx3T+>|P}P$_J5aU+W&z(}JN_vEEwqt;=l>FvdHiodS=ikvl%5+=`@-b^ z$cP0l^|WV6$!(a(3lS5oaHaa+p8{g2RWPw@lUb=XHN>Aqsec;h-u)}pnJ?e6b9E^K ziVrPGqBdTIt!#jz7WF%~--SRC+{ma?Ka(Qe$%z=h2#G-k%uiiM#s2pK=-;)A#JT`e zRTn)zd=rjH3R)qh8G+^BQw*e;2lPgK)7b0ydQeFDtG7cnPy8q-1mzLi0$bG@w6w8M z#y|&jItHoa4lGDu0H;GlPe7T8LIL&v-~5UPPig7tiP{F*E+Ghtp}BmPwG2Tqu>it{ z`UAhbzJbA8NTwFP<@XX@9uj8pe{O?w8;zPAYAwha-1Sz+C7hvPQ#?aeje+V9fwJ@s z4_9IrvIv{2CP$e%wk@{8^+6K5AbqPvq{Lmc5l9_-2ClVgdkW2Ra_Q_p6`Z^u%3d-9 z3q45UcXq}5c>HKjy~4x8PbN0=xam#ZeN?y_KnDd}QrvkdC|-c=Jw!u6GT^>D=ZxmM zBJPO&IUx-XzEV=UsN}SW!YsO>1;{QzSqIl$l|i%X{rGPs#I~7Fe_@xYC3lpl z)M|n!W91PgKj3|UPkzXj&E|Lx?Nc>6X>zDhaMhAnToUSrpXMiIcT^KnkFmX@V5%a~ z$}^@oNE4KEOwNGLQ$#n_9N2`uC;}%N+;~)ezfctZ2e}Fpd+sNPzEUc1J>g#@v#@JS z&`FV49f~ij@IBl=2cb^JsZs}8NdePmC`2O-gP19ZM1;t3c3a+Zcw>eGlBD}NZizs< z_a1mb6#_3|GHsGL84NPo8evIT<+4yNcsNY7Ant|aC=j_eaJqc=SeDmfefY0B0E)Lr_tCcKM{g$LH+i`#G+Vp3A%C|1xqfVDM zuNEFPKWVm^za?$I_IKf!@SU1%*|pi(sfx{lJ})?}tJp=)Z4|yJeT+)9)u`d7z8KQZ z=zMBQYp&7fl<3tD*kqXgp{?+8s&^nQT9_?QTV67PwG3fyUESTe@pOl@@`;b>)a4Tb?D*{)MA&_&QPvZ zusa;0fhLEEL2`OSa!SgNp(roEKL|$=C3~uPw!?yak}uZcKuDTnTf@~}O;6hb@94YDAa&Wg zIB)$t?mr}Yv}8*1@zDX2d5^7r{^G^1g9}WQ$m&nD+m95qx5cNhrP{0ahR>Ph>lIv! zZm>7Bp!R^2Nu<4%=+oOwxkbydb#??-|9}i!v^|0SLQj`VrUp_od=N9m1h*L%WIsle zPB_eO?pT|cmUiOoS^6ILWw$PydP$<_o@`c8lGn&`q;;cX^;_*PIlJ}7pP37;Q?;T6 zb3HCQ*HYhDS};9=BmEOXbsL+SK7aXQ^!|e3?;HZjWF!MtS_7H_Z1kAti z`gjAi4RBfL+5O1JP&)GCjz%ySCnp<^x<+gB`fCrPs|sH1)Um5itWqw z*7z-3UF&Yk6v}+>^O$IwVu`rAW5s0oFlC#B_Jgto_gqKU!#qEh*(Rr_%gH$bgDHh% z_KiJ97gHpyV;>`?{~84 zO05=7$G0fL*xrZs%CU_uPLIUQxmwbRN-^_&%VT@JwjnM(ogQ03jC_9-(5$L+wOF9$oLG!+*@+l0M3g&zvU0Er|9D1ZQzvO z;YXf?DmeUScFpX5NlD2pKxD;8nvgqt_B}*x>tqy7y24*e$$Sq@zig(FF&zr zSAIdqGnSmP6~&Y9|NQx!`Y=Z3@T#D1f^M2D+Edp;j_Uq7wL#UKu0K#|$KIG@rqw0V z{I^dXUgg?F$F|(TN~|Uz7)eS3auW`9T)?XSf`B{c$3a0NG}my9PtMMYI7(+Z^f;}- z_CV|=nIOQHxBiv~_^7cXr;@8;v{VAOV)lzaPJ1XxrH7WVV+p&Cil)Vd&ay;YT>Oky zf35;&_k5UbQgX61mbJCD_4FW3sN!lA(zmthCJF}V$++-&N(ZJkh=7OhjD%%2TgHmx*$H)ASh zXr$zt%hQ(ly(=%dBxhIu^IMdQ%TD}Z8*c@_pF7bXO}(v>?}XYJ_O8bdyw^^joZfKM zcR~JFW@=pI{MdW-OO#LG83PUB@m!g!BTo$%ziKV+x_&p#j>>fNeE8sT1lGCk!%8%8PJa7mWEd=XaK$6o{96FVx zDzY+$nCt1W`EguYh7_c6b?}cX*B0%5Z-G?)wsYFr>yOPfp6{?s8+l-9R{s;FE>_)1 z{9-d_C3rSBEX5TselLPm=dN;6IW8gOHC%4AoxoMK7<*A7IaAutnd+l}QK)|VNfxG` zR#uF{afkEMXeO^)&T}5GuF&ym4=52hoNdRa??nczAdJTL#&ApCvj*pt%I7 zlaATFrLD~nv^&KEWs1nQIh=Q7Z9Bp(`~yFx$ij{rkP##DO*D+_u%smU$>?;__VMyg zqTRp$Q|pX=df1DbPN<3Y?A?1Dy&x3@VHs~x=YPZ*;uZB$3bt4o{NGuC_KN5G@6(OV zJ(aMdL0&K)5)_(a?Iuwmp<$*II*^Z(L(gsIN!=J?8aDAhNv>K-P2G?BD?$F)5s-qI zG(!bllNbOO7cSg2jdI)k?%g|*|NN!oi0t|rd~+F8PXR$et(OHX zI60rQ<-U`swqA2~(%9dZ&gs4FP@eI($W10C%P4ug-2aT}kr4=(j{E>ED>+oq{J(`V zr*CNJE?{&~2~$)XFygF!6c`8ymH`%y8ET=moT~3F*u5%Zi z<>bs<__!;V{K`;*NW&ie1CoycQlQ~TN7vzfLDy*&0QTcpd2EqnX25P9o?SdVYY@r) z27J&#%#8z=A@XwR6o=cL*x21&&SPnW_#q;p*!Xx%1KB`C(lXV1ueqIp)b&Ccl%Vjt zoU*nSBxB<6cA_sn<>FMZg{T5vWd?Y{-&y8&dl4xBQU8FY_Cygwrl+jd8R~JFct_-0 z7~Kp#852}5L=*v8&wXh3<;^ixPLLSTNuvR(>OEp>ZXsQEmxKf>xWWn`dtnha5XnHW zF1(O$LL;D?la)cnVw;(nIezxsLViTd_oK%4*@Sjy5*6!CF0Qz$2}wh}9Py`I*Gk&t z)YUhW!5`%9LFb%MR%Qy?ugTdid386l)y0p=n-C#JBF*uj?q3%#+PrNWZJ+Z6T24;w zH<^k-sRh}qeeTj^x;pTuUsTC=z2*0iYVG>Tx5KZbB#P3<42FjukB*LdeRfh)Q@e&D z*RBMFh%AH?fUdO0=@sKsQd6PuShL-2`aB@dkfLo>k;tdb?{VHosM#aaA7%KqzlKo; z(?C{$j4H*hi9K+R`u!^ti`{`$WHA`xXFfB_GPSf@YyFgplB6eE#21BCk>1`{7|H}g z6|Ni8Nwq)qJN5c(S$X|ze?vyo?(RW zan&_7cNDpq?JnkAHVlCv$1fsc8~QUE=o-q=WO8YC`g(h(uE%F8oB0}${qXVmPe$D1 z&Erh_+kctHgyyK3)5YI#q6pi~m?VGt-ONg5(KHpHebMtysQwvl>RpS`k(1TB)KdV5 z{j>%a@;a?#@ROGH;^5#vq4`K~R#^K!P%lwuk+jg#GYT(CQ~zAsx%O7i$lF{aK^FW9 z<%PnGjGBA0-U?C@$5#DTn{o)z*Wh+TX`7# zS$3}P*ToTHP1z|RjB+QkRT1gVa>T5qPQ&Im1{4L`3| zwqWAzjem^L7U}EP1$vyv_z)yZi@dlufl5+7I7ky!lYXJTu~kuIGmi=bB#K z=Q(i;@5co8tDKLck!SH7^I~} z_#zdjALxG>B=jHS6t*eE;IyyA4l4DEv>-4Qb^80>VIv)5nCeeuo-mA)v^A6y3?NH@ zS6;HXDlaR$S@uKbw$@sf12!U81drJ$$OZf`qCCGl?_*zr+swzFkMnt+k#+DD9SCD5 zp@%g<^G+^#7!aT(xK~_!gp|r#AwYwi@8-}`7kcp5URr6d?<0^~Q_9OYd*imN`_dnN z-!2jSn3FSG^m$rYR|E=HIDayt#}L$#urshK6C<_BOxaPuY3XH(vaKHaq5G?1^b&Ro z7nOGzfAW=_;%w+{Ix!?Ab2MS?Ee{~I_jK79146JTb_5FlDUNR8&Vl1lj9gVDX&UH? z@A&u?9AjnmO2z3?va-$gTZ5_^@2qhYICwwSU6i3jzkRDHAmT*s|%&PBG4tK&0Y{ZLs($z}!)%j&^$JQ_B%?EKfmo9qjYh0gkT&F%$F>PS%yKhx=ca}&=X;+*^3Gb$g+suq+p+~&h-@J)# zf7Qd+aQP5-l*O2sSE%>?fKU3GW0R{ko&NUDE30d^mlxJw@G=(k%#nU@ zB2fBcbmXp}Zy$sm#MP7X(tEnNHZW?^o^R8~%IxHvz4B?_gNtw0EPgn5q1UyOqf9Wj z)i;1jqG(>FI%3#Gz-z|-`W&d8V zA^1rlX1@RfxryIPRb5@WEy4i53wo0+i>)a0^HZ#fzHOio9`O zZm9q76Rnsc2n8H`xRIahhwoVH$GxU$De`8hccq{_d(cbUjk!;vgzCeKR;DynSJ36# zn_c}bNS?!Goopyvi2(OFci?9LobON%Q7A<41pehdkS&=FD~~LW=RjBDsgaKsn^9nY zAm8Vo%I~i`*q8rGxQp|Glk+~O)+Hn!&yi&ekc(_T2&kwiM}CwuJL1L)c=E(^i>@OT z>Y`)N_xydKfP?!3(~^>tELs+34;gD5;1C^m5@*`Ze|C`H)4TGy_vR3&F)^iLEi$Rj z4c!3BORk>DnVAz8FGl?PDC8CPq^G{&>CE{t+-4@G66NLuAUUvu2)h(cALe>WWu_uXGR`FYpY(JVQfl-=FY77Hfgq-J}sp(kAW)RcMD zdu;3%)YZLEIr-RWW8bYJAY4~x8{Mwoom7`J;`3sZEjHwEvRgE*mu1Mco1wlTVf}`? zESn#9L+;3ew`KtS6D`B<*52MVXJ3@Mj-};u9zI<3c>=Zb-5qP8C%InMsEm5P41m)0 zYQB7L@-BkdYb*slB~w5q586CjgY_Fa|7HK#Nv`Y{#e(HLQ3oAZWMxfwv@Sh8s89X# z=g)^vpVCuEf-%YDL#YUKfew*V-oC!FZf=sgj-OX$St-cMazEtUZ&Af=RIse>fc?vS z;tB6=5Ycz)rgCIdr^?T!l)p?zHdxf&HG679CZrb!23hisxufKu( z(+8%(zfVN)(I;kC_QFe_4zhU}Ka%c0{-a30$?o6HILLq7yE0Wae7YK8M-JU~7h)`d zLX@H4z6OacJpHR6c>euSM%L)0a*bD{x+7gyOtC<$#o-dNoswcrfvWhgiF$yh$uo)1T* z1s)S{XhAX*3Aw2wlH3OlFc3-Ry?gimE+Lj7{M_#3 zZqDq}KvU4GP*C>XIUU#NQUkN$!R!69uG0;t47!87y|s4OX$)TZ)Z8kz&%V=V?X-x) zI{Y?VT9<%Q?}Br_0pL$b#mZHyc8ZB@-Me@1-+vT_f;G=8#~`2G^P<=A&Kv(dsr5A| zAZ5UnY9ArPmMZJ(w~Xa+qt@K|6cbZrWo1dM6Y~9F@GHe}kcm9D#1`|CAxs}KfCh26 zBX=JXlt{=V+!?~1g=b}(TXC^$zOFu=CnVm?AocyUP4ID9BlYL2O#Dt7e!PyeOjvkO zujwk9ka;xL*D-PeA5|a0j2O$k2Q8a`Y27woj-%Uib92ws9mcRTw8VEH(tC@9UkF-{ z9%7~IaU7uYWfQIA#HGhrCfLqv|IUi-GnKCQeHy|4vry@2Y0C-Dc_G1FfD}xXve@4G4m1Sj-4e>cU_0M#Nt=T+Xn)q``f^Z}-)} zO#S0;&=g7firBgK}W1GiajQ4LoLxbv<^OyVcv`v!}?#pcGz1~818rIQB_lH(iw{T?RiR-Rub@imWXm~+8i z6iCBD{AeTcDvt{is0 z18S0+eMi<_NEj@7CAeQj`*UG+{0M%dY7V-0l-Kls?>uuK))1;={J{fn)^L;q$KNv> z$8~+-r!m^ZLmeX6A-GpFtJb_uPUfX}z|vf2@v^Xxn!>wpA6=otwQHGm-|*wnb+`L? zhwW;)@@c(&&u2cv z(vkzc<#?6h?0wTtMRPZP;7M+qA?~fWcENNPZm9V^wAxPCB~B*3gE(>6AsQ|+8J_+yBpD*1KNInL&8hTlqe>y*9dbb-LGaLXy#W?B^YJn`v8U3Cv`KiArI$_0OoP<%4U@w${)7uBMLM40o>ogP6i$6#zk1@xdK?@qdW8d03Q8Y7 zkwkry701C#9@8h70(4M(xD3P}N)w6*+|_1rwtAn8>(6z6PudpQMaxEjO|h}D&*I}( z;}YD0`x;pAHBrQNxXyJuY?X9Ag!lUNF}Gd$>)_z?XU`~*!d-o_GRQtO35{5DbMqmI zAw*=!ojK!)^goPPZit^@3UI@*;<9mjpK+rT|JmR9Ybf$8t59;8Ega+IY?Ozh?k*jh z7ixjWk01Bd9iEUqew+%5fm;yn>I1--2Xe}4@<=2fFjhajerNKaWn?8d@UZlafx9Ju ze8ARH14~7Qly2E9zWR^D|g`nD}de*+PEJ8lAZ(UG3fnZ z1jc}T#?|!Oy#E!qh_Iq(VPPQ~8ghYvM~@m~g^wIQ%m#U-jG5V9U_l$;6NPx5Q&e;d z>ZuBpP|>P+Rwk#v#p?ayUbTyJkrNiObcTS1S;tj3DhprzX2(ap{b{BmQ>1(HqbOGm zN4JF7Knb7wX^kf{TU!!#sn^qN`R4pPLRxlK_7Rm7;V=mvb+O2vjzlK{Q8hV_a+5UO zM=(1qF+Ke~MEO5ZCho%K0~%I=Y9HM)eWXqW$f4Vq7jp>#k$d?0-$UEe*VpF($dx1q zq|sx~i82X+OdY!HxI0#IJFUH`26qbMmQ7c#wT(|w4uFi=>72+ho$71ipcpCUheD&_ zErx!5>K8ze3yN(|%v%}=|6o*ERVDB>&;Dj_7Zc--8yc?yK=y5+ynG-_FfqBf)*Vs{ zD<28kW>lv>tPa~BH~n_*)TGLwXC8k`|MaB&&DX)}lg&r_;%!k}IHa_i5B_W5)(i$o z`R2x=K2sa&6kI}jgaFU{hvL|`AFaG*e&V)LxNuSPHqZ~ThuR$m6xAf*tv_b%AFH>G zz6|@*IJ4?@^t`yI_qfk)!;mDq`TO3LujB>TW&@+y4@O^|+P4w?0pG7NbH2CB`E*v`zaEGKJpJXTA>-08iZnB!7d&!QmyjdGH(qiNILX0xq9 zGoQ6;Wo2s(FL85bZ&1$2an&|8{o96V$No=A{>-pasN2Irn3-|J)cVrq6gK*zsSS+s z90aUw4@XHI`}GOhq?FR!Fdy$}A@PF@TMts8J${4VP*GwT<*xUG2V`dE89rb(+z0nF z`=lf)d&c@o+XU-xuA^y^>R?B2@sbH$=Oyb)5ANTW0XIx4q)w|Mx{2Z`dXnK4#@emp ztjfEI49SAq2YGobiQN)q@P;j0Os#*&%Cd`kcvJOWrTGQv4MgwH!9ml%_WE06+FT4!}t$ zC3gu3FcJ$b2-4d)X}K%FE3?4Wgg_hS4eac6rl#G2^&1%5R}dItw~;OuMB&Ynyr2(g zE>!hhHCB6gAG;cmvXe8L?zwB^Ck!w^K++EA!6@Lbe4jt(B*i~IB-XL9f*@nVGBdV9 zY3vS%ZLbpFE_{&iGUlXw^VLxK6x7_ZUhIN%%kb1jYZf3s^5+;C17-qam;EpoXoVnS z0KLIoW6GpCPer()Tjr81mx0w3zGzXrvc*F^6W7ZxOu@?a4Wu6;h3ICV73$vJ9o`%D zHLFu1xB1_-|48tNaryrN*ism`_jwj1?)ZClXDL4A3itM=X||R;#hBbCquT*)umxQ1cvFZNka9 zP9AY(&l0t6)A8*4k+Jis#6&e-MwaYp@$~@l&QM=Bw_g`@6z%Xk{TC~RmP zW1{5ys^109Ajhc;f8yGSLEq5Z62k;gY-joh+|;J0rM9ls2!G0OfoEy4r9wBjg8+69 z0HQqdXx4Y)4}QRTm@z7%<%-6u^LA+``^{5>!yj4hmX(dagk8r3JTyQ|%qQ6Kmz}*R z>3Y!Shkg%mESJI* zrfq}P_kMY%;%Bl9?1Q~gfnF1&~ew?E+IW;TduooZk-Ivm0+(VC_ zJoy~sFLev7f8ZZWh&aI{5DT}sgSvM6L0QI1$=Y~?lprbbBJ^f1He{CA@FYl6VomHmC98G zV0z^=)j$}&WRFSOSlRy1ai@lZ*lx{KK+pxRpDDRwPFamzT}ZmCfGk^*LIHahTVt83b$jGuws?q zhy+4lt$t;lTH@#i3^TpY?HN+E5e1a~&unEpH&(xsL$8*94;`IH*>CqfB_l(0CI~z2 z_&tm_{*yza$Nq}?_(zV-qzg@IW-U*ZtLU)h-`TSHks!^vi<*W6>`Ddb*N$>ygC%QHkN|^|aMSDgA*t1+J=W$`&hKb42U^Ru*)DD{L^W8RNC@ zp{QqZJ&RhE`~kw~zmH7BGOI2-W(ChY=i+$;J}IA!ep#J)xY~Yjhy9=HiOq#BG)#;Q zy}(K#>m`K-q%mz*wn&5PpM*??in9I2y#C)8+We2>mPyHXbQ}+?=5q02- zsTB-IJWw;C%W|`+=4_N}C%b=OU__}RqQxDDL$;w)ilb&__o~5ptld-pwl>T3| zFRUuZXhkVX1mM({5lGLN-(|g?0OAmFMMKO&@p$xz2@<%Kgqa1RLqyq-{NGm=V?3`- z&h@iuXCkqZTu=i#nz`!D7woImpH(hqzn7c2%8T2EL@_!7 z$|8v3Hc97=(9lyT@P7gi+<>$xh&-(9vhZC`q=G(SJ$@|r*TnTOoC0pxl+btoJrHot)z~@!&V12Zpw~*`>Jc6Y-r~JeG`$0g<)@M!B9KAfkdH8&Rx9u(Karw!i9S z{G4sR@UWqE;`OL?uHvogw&ScyvawNLCLR(#0(V{(rUsFzMx&jKjG>A(0@YhmM*AkB zFWWxNiTQr4HdAqSKR@r*m+x9u*M_j;n)vGP)&K2GLcrrUTuJ3jjFtK}va-MA8o7#a zP#yg}xq=99&~XB$1t)<1`1z|>+rNJO`tfqX_b93HQQ78MTow1{f;dwWSFh)E``Ff* z)Q%#DnTj`eH6o>_y)FS8s*1h=80A(@|F74J07rLk=PkY2rTkbg?L_MW%|R(PB>)?} z`wacUxWc1UyeppqoE2uJLmbr|5W>5}#aVct(A?TliXdnL)@*nB!bpxvgivlHZq(8) zT9kI?+6H&OPA^B%b*k+wJ3Qd_*+E5N$`4&4_peUBodwD9^j4=&$*y$X7>UAWY}h+n*Lp zswPe=kC&Do@17jXTF>ophJj&H`l9N?$|qpkHe&-4OcM3^W_O6z%ABh|fBx+FCE(QL zM;V4U6&0smaQb-1?l9IEY&d;lx=kfDwt!asVEiodS;iOFns&$ zlM{C#;5m=t*l7P*S=qwSZ6Qehumi)2i;D##xek#&3RyEgnjm?Mwg&m6MgeuKxo3Nu zn>Odf(CLi+oJeu!6_bPp_`?5PR@PQ0rO*fsEn>^{!B9>9_(4Y8V+3`1vY)pc6L!Yn z|2@Q8lXr+N4-MF}1znB(dprAg_4A@Mwpd%6HbOp7TWB%8jg}TGrd!cr(?L4DrT)ki znW=IMls^a3$Id0G^6B02PV^Jl&m8Li4-wtEG%He^|5XW~YMeoBvBMi>ZzV z@vN>rkaDsyddl)#?hM%H|7l@Wv?LYmb#&MXr~tjip_&JL=!ubS1}w+`X(3ol7t7X^ zfrPGm)JqN0)!p{z1eW~C^rvSrH* zMKUW&3XztQO;#bYvQ=b+$f%SpBc<`Yk5j*KJ@@Om@8@~F9)Dd|ztibEj^lHD#(Vsf z%V#PVJ2-jivpn`pOX7pWLzR)Al`QKVHH}1c@^$O3ncutgoVtTG?2TJbxwt5U8UYwW z5FS=9bW$qN#yX&*698gZ?=7!U1q?;TF;3|NGti`2L)mOQ>9t)N`>^cc?-f;el0p~v zzYu#eH`O5Ypg=!iO{D7~n?)OVvTlFK4GzA~-yvNuCAeu*2}moMSe-Wkk^J6Z=HnA> zMxTB5$H&NhhUAbojnbKwd&uEjR)m)ugM*_CCh?pS7jyF-GgCH7Xd>=#>RSZxvOmN>c#u+G*>oG_#|9nb#58d?C&qeh_4ut-`$`wY zM|n5pUE_EyrrD;`(hMXoA0Gh3CyEx3;|9aCual+t{C>%3w#f8bW$Qz7Pd-pv-} z@_O1APkUBwdFLUASXilHH&HKAXzfzBo#w8bY=hAP=I{oq2sR5$R5!FV9i)4iGG6yt zjoOHBYG`JAX+yhJWRGT?V39SM)7jFZiPyerbDQ4sp^um5?48<3^PKNz*}|t9(iw4n zzwM&?+DzI1I^k^>kdHGYm4B%-l)g~Cp;75)40r9Fi$D)Pi@K=H+Af)^Qu6rZK)n$y zbGRl+E@MkFHO%to@u7tW2Q-#Xm*a_VOs<|udlNy&T9|{AiUVJ&hnwN6WB+&Ae508> zQEIwUMokjrNcLrowb5Ft$Gf+zUQ}c0WE-a+>!~#f{@=(T@+Rx42>pc54mdrz>TsZ| z875v1PK_j!rM<f$&kS*W<0ar^-vt);}Tma7%Nk=I3CPIm#<0&R;IfYTW5`u(Vnz zUGlV$rB}j#9-J*#m-?M(S`Y-FYT#$7>osKLAMx_BD-n0`1%OQah@x3OP6NuFB=&Jt z&z%@&U;vUOI)4%Xol)X?BXm1D#;Lbhg$E_RQA=wiO?c19!K7{rNBsOrbEt6aqa8`f z7zOUV3VIeC93$X%)c%Qmk*}s@vXi9I3YXiKuRa5Xt=DFq=+!@ha)!%TH#aaQD!{MNP%xV)C%xVuKfGnZO@MP;bj@Ox z@G~reTWy{_EewCF5V-VAmkSxBR{vPE1eqwF|4~+{jeFl=P#0J;b`OFFp}(Mo9ro~+ z=dz5aUzU;4!47H3;wjM7C(zs`&0_*3(kQ~J-G-Kfr;pDX`>|d>@kx{N$Sz2kn`ROLk)6`Zg2P_CsUjbv1SMa#a2Xvi1eFtQV4FQ=Z7Vj{?s_dZiIJt|rH{#8PD7z=Z_6UGaGRYIFshzFh{ zbxWTi2}h6O$C&Xk%}OyF()BevJLw}Ic7C9?!6>k0>HKMyUxzBd6B8$rNqqRQ5|T!iB}wMa&+v4q~57 zHQbU77Jq%gZu2w!i=N!O*y+|dj`^k|5kaGqZ)J$pxzjLbBE5J*@4?K}1Te?Y8G1jG z1bV|qbM-dGx6_o6>O6Ezm?=MIsx~@Dod|acFdvy=-20-x?0DOoG7U`653&ywVssoH z8+#F*N`Tt>pp-`Og)G7e(BeGCOX+$)CU}J&;^PD4BKViCu93~?%2e&Y;Xq8zQHsiD z)5^yix*Hl8p?FjUDCYCx?ab{v$PskS==Hk7sj(HExF@sys5r)(W{Yp4rcb<%q2$Hj zLXA=N2^nB2NH>84yz9q7nK9`9DT~ zNbdN~Kj3=G*$k0ETYN9=CnNa~hKKVh0$>;n=!U7Fi=TnP0M5=m#LN+CKc<}gRSalr zfe{7tE*n|J&oTF~`88v5xOF>YLqR%OjNcGyCw5!8qpu~N6LAhrmfk;LQxpsYu8M}1 z=9m-gM|Zt5f%Rl*I77zW{*yX!&a#+(1`)W7!M5Bwb9y#gn z+5Q!9YT=TXmv7)106PWcD0R6hlF3Blp5+h1gx_=kp2VWZ4m@>=Wq>KhbzJSc3R?g^ z1FDaDGPE$cGGuGCei6w6j_nTV8>4njU4qF1pXpA)_eZyHUNmP~Wio2?_{8DcVXNQ2 zqd|O&F5I5tvhMMGCxWrD)p+#v!xeZk47vJ@0g87gqibu`%q%SUpp1~(xiXv;t*m>k z<4#9R+{_&6!-hkVbw7PF8l115rG~Bz6})8~+*(Q$LYkpI z;f+Wf_AwxQ<6RpA!k0O~V4$Yio3JXa$UnIHW5`U{w=#N>9^`9PkoO@j>~Fzep!fo& z=RMmS1mf^Q(t1M@-5(-wi;29n#eaR}Ho+#;`WB0Fr2i-SGA475QY77xilI>#N?JURM2FW}ICKZ94_5 zcGCC-lpanb8y^X`e*~{@2`B|OGy;+Jev(Vi%wz&>bvHsC!NdUz%_l6pe9LvUv7O2@ zyNBB|-*q3lFfAZR#q5QT^y4oi9d7A8XFk_JvKk#GA#>B)(CP!Ci?aOsJtoV_& zNT`9jY1)g?K1YastXf8?OwU$>cC#MfhYyhkR{-;YIPVE4n^-~W19A@+ zN=i!jeb7kQ*lM>2WS?8!UsOT8q`^e$cy<-8i5q1bne~9z6NaHtFCuF+=57QJj3##O z!4~C6B>*RaTwGhJx!)XMX!{4=E}lts_Oc|CZU33^?Vo=j5a9N5GrQH_+5t03=ofrBD4F<;86M%omgYV#ZS$+ThDolf*>Uj|a5h+`D z7ncfHOu!g@9CPsa^sxTa>a+W}Nk5;N#y6u-oIePy$Te*1WlQK~2Es~*tGj2j6Kn6= zaP9Kh^FA4g>t(BR`NhTEiMt}n*vkV(2z? zYmRh{i z!wqpdER}Lxt-kCGb`r%GyLsqsM%P)$P);n{kaYlyx49L$CyKlBYob1dgSSS~U6eh1 z**|u>($7?dJx9h#*m5_yH0O3$4xUz4p1I$0Nb47R6|~~2~_ECK2_`oh{jw1C192N zTc@DXfx`TJiGmjm$tf8=*(0N)_OGV1va($4+uFWpm}yaGBaV@#y#T5FGTWHIIF4o^ zUxc?;57*$JU9OT_UDKCZ(UXo+*ABPb({A~q#y$EX?C9^QOv%Jc!PVby$aa>a*A9QN z#!XvoitrH7$ALV8gN{=}O?|!X(X!fCyMQgBaXjUipDnNSK{yiI$c}j_aLs0!{j+SyKGxLC@X2%GKVpoP;S#F#slbCY7ur=qUv9-cg0Y=dsm9ZHWs~7(E zY4MM#ddI0RPBt@7j>+3&=CVQ7@McG%7$4t|#VLB{J$nMWo$@+HSXo&UjumU-2p{Zn zho%T>`em3U+rE)>?Ac8eKX!P}X1;LF>7-*=z0TqWpjl*`WAP)vXU19Si2I(41Z&2p zR3Tv5Tbmncpko&Yw7{WObKAMEBRgClEpYhhwi2x&1v?|Tn_S#XKrX@^c$Zr_we2rd z@3-#L&jZOn57?*<3B9udP07>XuBnL$g@X4L2!vn$Df9BvEc_ZE`IuxQe5=GN(tYjDT_rBAnP zPhFa&a->%BgLt)!ljE;zwoprZKBbL3TX)BqpOtc8(~+<}DZsbVAY}nrn(t5Lzt|;q zLj%qZRk|X-Z6%3H$kU>t3G5!@5?>k*L>U5DJb|^kTHbpHv<@4L_ztG17QOhwa+jN0 z1qNS2_YSz;4UOIHIWJZ1)rNk0?@=~O(r1khjdM|-tI{sC=DY{k$qta%AYK;M*JlE; zD;i)tqj&kpMa|GTk0dij^({OZJT$})_JtuN?lyVZGvj1kYzW0u-0zU zv>rT>Xs(W~L}#EvORM6F-UbI(RF(=WV_-&sx=Ek`mS_stu zuyowPAaBmp>)FZR>P=+$w8KdMq7pmOwM4sW?wI1oM`i5P9|5+EQ6VOV8Iy9Wp75kU z{HyhVjsoA+1qRU}!_mQn0>@-Dce{cAU~q8tYP99u_N8VT9uX-~pxsf;LD&DQxWGV`+)wTWL7U8vC3>lE z-Pw+$x7;Y?io^MJxMlUO^N+Jx-VFe_%(zfIJdWAfFT?$7WEr;h!yq@Sl`*bHn6n0J zJiuiB_DwQBkB>AEqdSBetvRM?E9j_KO-}Gt^sEgJWs=!y zb5bdr0l$4u@-^Ue=y72+_dZ-7@FcB1AH8QJimMy8fKNn2mg-$?fr9fx)4_!@ zn;X-L6bDFzOcYXHF9^uRB7g-;3e8yb){xlaI$!$rwwVS7eV9k{e16+j z`h4l3AUF0DSygVqr}rM~7^N}q=)OVv^r9?!%zynJ9u^oG6j$1uB{I_0qChEuUhI-r zklf5suUT6$n4`EfSz<+)J3pVb40#uRSe(NO-lrlD+K9fB$rJ>dw2?E?RQG;=kW%2| z!v+`e5LO+@dwP!sce|Xt0VYVQl?Z(PK-OmXg)KV!YDLpG?)dO#aZzdGn{hkMf0f(> zUz6oXoq!iU7VOx0jM`*3Q(d`&ZMB4;YnMDfbI)^^#PCh;ymnuFpRXPIL3 z$l-m$`>Gv$d`XW2Zd5M_*;#s|Z!K$Ll6dO%0FuAfG=n=PYjg69PPO^!S6$`zo!5hT zlpYuyY+s43X*@q&>+9@iojq=?dhzZJ@=HS0h32w&uZ`82k=_wMwEdnR*{0;O{PM{# zMPViIutTcXh6;I6F#3Zz!8=0WG57{5LXT`4|8DO60;@ zk~`8hrM&YuoGIM~UqCH{u&-C{+!3nzc&idwifCB9Sg8M^zj!zjL^F+wiY^ z{pIg!qAN2Ec&^@ydGYDRcAd-94O7a446-L`!o;~EFkI@za_*oW%cH{|E<8OYAsLs1 z=J7pA%fZ>6vDfta4D}|O8xk&K1@Lg06o-`l&6I5EdtwhF#|m1Ddy*U6&?uq1!SI`- ziH7FZvP+DP$T;sw>gXJ@Y&sn!co?Y7#!f}sYJa0jS}h}?7R+OuVsF!l(WggGNmpC} zu4DE+i>^!pI75+m>AB30%Cgoixl+RsWP)#X|LXRdT7X||3bk3vsYC(n^3Fl_&z#Q% zEZ4mCjKi;Q8yl^NFZaZRwM$z)H~u`sIc}ryBifA4n!{JG9rT4FL2fPBAIfU;P`)eP`dx5)MC&hrOVjE1xWmW|oVhxR%+C=Gw_2ls~Z z%RcE?Y`RaXt5K2f+pE?LU&biM-39uO`R}7fl&$U!R(yP3&r38mYb%Bj-ah=yfDspnVauC9#a<+1IXrI~fTVzLd{ny5Q@7R|h^OHx|TY1&` zbD}5Bo8yj*-*p2ptG<`l2RfV9h~|(=YKF|?B$kja?@(Yp$IE&9^^-4d(GgnP%n)Em z>u}_?ev&5l3QSU)kW*X@ZXVkD+v~}Zh)4C*UdllOPmjcBssno#c@Di5)^+@`bJDL- zT_x8dU^BbGPPZSH41NW9QlGsK5wcvk3s%U6KS`>YYJ$pad1L95u=Zv742?=ZTt-<0 zcf@d<)f_Q7o2z@?M}TKf;yK9v;0~ zU;L08n%plUkF|W0@4ET1c=tL!zDZo|O7JU~+f$w-o;ZKrem?!28inVirAtrFhRszX zCvbelzc@Kck71(NS_Cn0xmd#GoOP?iMa3BomHn6wG(ryi*Nh^Q?+d4`>c%AJSQv#oX7_1ZL@mU`C6LOxym)n_`pdx(rguTbD)2aP&4mP4XNiik+}Mq*=vbHjrDunQd>l#2?PXD4Ve(Fn`P`g?xP8K4 z-nIF?Oid5P}%$cY04kSd{z~18YwZFE{MW z6J=RLMlRI_t8|hvf7~=EA=j~)N|Y}2bNJrBk`OkhBy#ICF)1)d?ru$kg&97rD!b`d zM*~iH&qBZ04sGvm7hJbSpxDZIvoSVt4c5AH>&fF`vqo`7F?v$%uRf&P>jIYLw2`!6 zAK+`6lu&qxEb+hyF*s2(uK4ig?-H+HMj8)B(GjM+rlS4Sfn7VIMX%%^qpV!P8hn_X zTcOxTbY!LOs5V08%JG1kFhx_D71|Kg@leV=%YH2hS zfPu=}Dn8uZF~QCp{-JNR#l6_zHIcca&sw-CS9A`a&nH)VRSo@Ur@bOl59a4A*G$<( zoy{mbOUKS>jl?-6mCcT};BHqQ-lwc=f_%T=96B09zYMyVT`zKSkAQnT|B*KTrB?vs9gU1HYEOHz#fm-VDq zio^n8okV^413`ZvwS14p1vUBhiF3|;yC5yg)l^JH4Ke550?-3MR*bp!99L7bo)1A} zZo>Szv_!*gKT7}BUkA_Gk8p2G4!Zb)jHl**ss6&0)aql)>OWS)0foWa7ZCx%~9Cyy%fWlW*Lk+x>zxo1^9QSt1K>mKJE zO!1gvB86=h8$-RBJ6YkWN=SBf0Ln~EZtMZnhRl7a1VIox#F(S5^HF<-X57@wb`y}l zY2=inQcJP8(@O9#u*?`J@3=EanRWF5z!)h8e1jJMuoi>$&z-w5>_-Z6o+YRDiij+x zkTtdWsLhe#SfD;72;8-K8KQ>d{$YHTz1DJ%^-Xj@XH+y_nIZSWmy(<$?!NS1=JhrZ z?lM+K*CYVVoBQ@A7n5^r(2FzVGim(^IiZ&~<$aMx*O;}?ETUm07Q%y*=GD*cNq#D( zeuNzikI|LNe^soBtoSDW5IN47*0(7hb_P!KdF?(fKq_38yFcRp*K5xO>Y|+s1jz#J zLzi#w*BLCr0G&D9;~!K7S2LsYSi$1>?=BVVelI5s2-131EcnbLzdrZR2bj; zsl2g#)6#YO87G>l*#_Ul^MA`lWm;)3K`Q_Qvo5RKJ1vrzQwQ1yV&6p}7kQ)FW_TYq#)|f+|{k_lVl9M0<2gaOEPCD$CaG_bo) z3UmCyT!IXR?dag!^g8H|iQ2vq1^?#`c$BLptXC0Kl2o_HLJ&~O(aOGa_zQbXGihbN zdbu|wYOjasM7K7>C~3Hx(KFmI>Rh#4>;%TJ;7vUq6sUZFDG&-bbmG~2H1ou{?ax`~}oEfihcAsLi zv(3?8-}7RHJ119hZdwzzu;l9KP>i>!V;}3LkpeKF$djtAt0VT;&etp_@qB>ie_nO+ zgS1k1IvG(j>)l34-;it-xLi?4|3Q{U+!s&~???Hs|hq*)A%R^;mBR zeK0z=wb5T8QwWNtL>@4l94R?;?Wn>)~IXrTCTpJsIlVQcGKF7*1WtNU70HewI#qz z(GKUS=RrM(h!bGKdnYG{z=GevQUu%~#~-s!Zy~}+Y^LL#larGv6ad_%Gd>RvE~6x- zre4eQkl`~wx*Q~hd{WI;Cm^_RzLk)fZ>M>FO~KMn-xZiT$!c=lQY?vo`+B~6m8p3F zr~h|8B*hnyX=Attht9kM%Kc5YM^g z7PQ`rQ*P#QqV~oPG3|f%EQkGCXe~B_io0;uOCzflvv$Hz>;D&NF=ugyDES^S9S|&9 zx$F1pAG^^gRNbH|n^-9LIA3GAT^EU<<=aGu#``btT3}V+-3;c>cqOO9I$(+=BqTyx zO$e#}UvrF;MR|&;nM6~FIeY{>t$8H|6E%cp@h*RI+w4$u}#dD z7m^QbDC?*Z($r8%jE%C0bEy&(88fFz6P%s8r_4%gRJeDwaTp zz!=m`#?GO^!SQZO^b-pa)j+!T}2}2Hx zkqDEK95rc=Q5mSjdP415?q%>x8NIx)_rC)$Mf?{=CtmS^WKtgZvHO0siGnJppyxUi zdG8jWnSG$?1i~E3v|8}JL(}xdcuSn-LIQ2N%0PDNE z?VD#!=D~B%>7Lz|++r1LvfF(Hm*7*ArhH_DY@IQ-`vD0L#)TM&d41cnVP?_sy~0W3 z9iPHhzsdh5B1G~z+j1fk(jB=gRDSI9wxV$z>-769r*}$Id>LG)E4#`YX*?W*eX?y7 zV`GcFwRrg!40|w$--v<;W1F?FlzY^=hZ?_kY$NNr)7bjRz`L;H*SuSY?xgdmfEwm; z%0&bt6O%`zn&}o5Jro-OQi(!bT<_RjuOxhptzIbuAK(M#Z ztYa*+e?W7n4C9HWo-FO=1X4ILhdgNV4|zhl(^}DLj?t1~dg4i^(~0+LIRHIL%S+~X z{Q|4vWM;sP4hC!mX1xVL3D34LXdAYlI@+3?+?eBi1#tR2LW^BVYhleo4H1&=maogq zy)3(w-1SYYj@pMJ)vp;tvKol?YYjPa!dJ-}0YWrx0dlQc+CN41&1a5f{{q_|;WEzMp0dJDy%T^w`~2l1#Ih z+ok?F2RL(A$<&(dIFrAUHCg)8#o~Ff7=VY%*g+~eo+8d*offGEPEY$N7M~`>%t922 z6q&#Un@7Ee9}q4qmPF+IA<$n}71-1IVsyu~<6+CL8`EqDzi`FYP67R+_6~gU zi4!cbOCW@0yCu>3-bo+XCZYIyxbwSJ)Ki@Bb@&)Rx^S3_Y5zsE+PzQevaZl+fPW&- zpSz(!@=E1M{)s!IdRYw{L8U=}pylSACtQXI;!8}oiAFS%h)})qMxkI{>%`;{is9`d z89=lX{6CM~O1o0`XB^U#+B3EVf2%xcbq#gq`o?v13%Q|?O6^Fqf=A2Gs2|J!OT%I~ zP*d3q%B?jg$Q)xeXOEw=Ptru)=PhLOTT7_xT~$58-LWx)kWQ3vwPsuDW*ZdQsD&Ny z)Z%of@9d>p3=}f;4$@ZQig8jzyd3*H;s>gTfe~F)AjHGCQ4I>M6x>QL%~o-(#%wkF zr&@ByX>4-MFF!rFnS;$J%6s2A#ipm}0E(J`b2nlL6yf5`H4_`HTm>o&fzR|t*0qT9 z42%)>+%m@-2RWW>U&S15XB=hQqz*>iYx<1+UnJ6_QvR%fB#fUS%V+oMQhS$NXYZWA z`d3}A7w;YtV6?G6nTU!vRVErn_CODmUiz&2eXqf5# zLBgj>K6~73{EgZ@P-aU;Z=Tt~p{;#O+T}lk28JGjsI>DuSK1ace-<*xcN^A|epq6f zQ^Hy;2ylX5`M;PMZ_!N6zK#~^_Rn8|sgKv~BoDi7=1X`5*0Ho{l&$c^Z4kntYx zm@%34+C*LP$={v`LJU`mEW+=GhoTb2re$#rwC}EuTtiM%SJlFNvGQA4R}JI@ah^sd zsUJp%TKxbc$Z8i%qerepn@0XFNH}@w))ASV>?IsF`OmY?b?_I#lTE$TB zrh+b|$z#^|DeKp-QinXr0c0jpVMzWvTGH)d`#{tWsFi-2SM)co7hU`Htt)l#LA2i8 z6l)*E7d&?NPl*`yQKSBPMuq0^0`Z9loe;Q9;+^~2~E zq6eABNR1SDB4XSNvqMQ0NPeuj-D>g_fS>^Taunix5V!qj35O|QwXA2TmsBCG8*Iz- z(lYDQ#ywAvB#+O=LhX~zUpXglGY7P1{(*#{)fAje1Gw zz;2+gG5%oe?2pKfVXTuv!;g@s4qD@@5f^P2R^05d*?UZ4(cRB<%We=XL2&Bjq`S!6 zsYr;?>+{_yN?W0iPnI0#<+E{tA-6}KLtwD?HMb?l3_`u@i6~n^0RXPQ9T^;dQ!*p1 z^o2@3KnS$3{&a>)OKE<`mv$NDZD)@26T`cG(UyRJ;;%m^A__li)MmYQ@QIb^%y;vu zIifi{Syr&Fe!JyNHmlc{19y{cX1;Sx;=q-Av$0c+pm_HAuv7IE@N|u>Kgj_In9T9> z?&F;e0UtP>>d~-uJ#ivW@lRVvIj^MoRf^FmHEXG`)8xJ@N^H%k@0|e;*A-lM*%I~l z)-g?PzsY}nUShjv{=ZsUe+nf6*avpSJ!5$et*^shys$|>uZ~VzM3!;5lg84b`KDIS zyjCZ)x0QWi zcEG&Kz}e9!x$!L2hF;d0O8@Tp`MkuBu747iPVGNujd4<-G8L_+mfz`TNpawC@%k}ZKq1U`d}v(j95Z?_K*4l`-=#_ zl#g#^R5SUeL_0(U)@>47oj-4)#sa?nZK4KC$yUS9y*#WJf`5nTAYc|ec$0qz5KLI< z`IjhWBN=`1>p^AsMe1eZN=^E=wzH`*ErO8so%D1q2k`IYyR|%AUH1NPa9>L6N?-|m z)@lDl7~!QjBnL2rJ`5-$`~sl-GZko_R%&$fk=0ERPqzcqyShP@RH4c*9I)|MnfuSq z-wwgqx$xj>9^6g9%0)ERx%vaq9|}D0)=U5;PrU(+f7D50{LO{Hd+V6;2FeLDiIe@y z@JzXI1=rRsK|L!C`jf-)8!ujYi&Gy&IqCihWz^p>ef^~t-3rA%64Fx5YuaV6;rF8&SRU6_e2UpT6 z6G^Xqr!=(Ks#{uE0j`gG%k7fKX0vT;EI&R&c?I`(5b`LugC6uwX3Bc=+m%;!t;vnC zd7_(g^4kebA@8?c_eE+IH?LX-KS)AxxF<<^)iQr_7{ccJ=a(Y`UP1)1*b&;o)SvL> z*rM}4(wG^}|Kn%OB_l|{goJ@uoJ@94UL4a`<0db zyPfILkcJPa3&bGcMD(fiu?Xa_?`S7=jI+K8f(*H&Yy_455cX2p8vg&flObni{LYw5as$9wt@0ffsSX(6EI39h|$W`RCxw z9zaCv+s{HJg2*0&qwoo2KQxUT;l=g-<3|$!U`f;Qnwq)6(?zlFXm=7-0;m@Px=j8k z{6k{6sx0|J_ao&c!evAm7!-r@swz4N?Z1KV7NmOYpZ#3g02N%ao=7Yzug)?AhMlPE<395I*Q{rjYqeOinI?Onl3II?C<6opm)e zr5VqDEu%acE1u&R>7UHp>dk{nkvfX}(^`kz-W}d(a|?^UXTN`n5Opcy?E(uTNP=4J zc$l2LjMCHBcW*KV($N%OP}@RM9&7$r?u9(dW}{;7HL$u4%_B?|@ag=|EA?xs;+>_y z!v<8!y_%YgJf5F;{R0CfJ6;YL>&;?s+9EvZ1rQNP2==JNWm~sw0qUHFLVPmJRIkX4 zK3V8BGpqnneRPH=;5Ei8DXE(iV`pS@y9VSQqT48(!gsY*enlFlR1mYb+Rgz+kSR3X z@Sv(daUza$Q^W0tDw6G@j=tJj>6D zUk=Lujj&;QM?wbeUVn@|i_EFtCy zqs4RfPruX(Qf4(`)_?F>59t_xn9vbTkB*Lx!1kP<=Be`wF>x)?AK=efV zazC!K_P6|0?<595j5t7skDWff)Aw0b#L1IU_B#m^Vsf4dVeFbG1oJAmfmlxwbwNrx z-2fPs5{s;SUsf2R=?-}c7?8A$zoRc1Xk;S}2=%w*I5D;%ngno>Ncej6@4bQE%IHr} zuPHIYKkphT3jCQ7%#byfl$1n#n}V6wcO)F(%z~Es62Ci>`{8IwIf2NAungj)?T*VY zD`ZbOJ0CA64-Xxid-IH?R6$hQBP&`ukba!z=^tW(x6k ze(QQJiWHYXH5H`2KyYNhqWwq2Fx0{+Jtd`F{H5$d`04C){jjhTWN$Un)s^eI0#{#SV%bQKi6c%YN=WE4!7R1a>=QC+ngM zm+&P`54W>GmybxzFIcbu=O-C?L2ej10nOSoQ_RrsZRZ~_hq)WLotuP&_8@$aQwz>D zr$uLSInV49$XY?peIa0I#v4BZO0CXk@flKtSLwWaP_mcKT0EO&#te8os0mSC{T`h8|Z z5IRH0klQN4ILyCrv_KsMnFn_ot)_0(4e-iSgnmK3r17-y?V#;Amm7yCL7WSEF-byC zDknG+^ZAfV4}hNYKit6I{rN}0Z|4842?6u3#0e0%|NkEp=bIv9^%qi<{>nB3Lje?X-eO zGNi7k!#Rn4I_WZ6HHx<-2p3)a=*p&9Ckj)GG0MU4r^ir~bq$C@%A3~5cm@e3=06rh32PP2W&Kreb zqQFx;+ec6A{Ep^YU(c^YQUv{ZQI_!bG{b!8k42kdYg38*JqUtCM>hN1X-w@rKrd~C zpz_w^#ZOgNuUbR{rPC_h+LgFCyTd|6-3p#BAk{Af1G)eBr2zc(Tq~I#_=Iw)= zL?j6C$t*>@ny3}bShs0Y_1ld|jKlWZrcrW-!7D8kY+1)T&^z|6hJLf3V zD^NQpu0qhgBE>^+urkOW%DSewqboIL(1^6p%78RA;%5Nl>2O?eEJz1ttI%IM2yw7;inJQG#(AT07Ltj3ZCzXeMc}Vd24RkrpB{ zJcJmGoEJArL^ddQkif$xL=5`BOMzRN8hf`^RaMnxZwuKZ@#G9(_v}blc!Qu;!C05x116! zW`3dZt91=NPXvTe<*fDw4V9IsvO#U4{^m{=BGZLRL8*u+y%NU|vLGP$L5R*!5etKI zAI$Y~8gpR<9YEj{L>?Jh4Wib~n^vt_)kAWyUlW&opuW6%+7lAU@C)`snkm^H6&V?b z9d_r*lhs7^iV)|Z<3pU5fPq*>API=^&|x#daX?B5xDr2t^(cRvK6WU%LWBao?b}xo zX+0;13Ta?|zi{?`D-Fx>GK@pFG zvt$5v8_u^SD6;$%?=oFedvHKkxAoI3l(uPn;dH$i67tPO40q3POBEM$p7f!WaT~Tu zl-Rme1I108%;TB~q?M~EONjmGF4HvViK@TJceaeT+x2rQ0uBHzDxGiu^Cu?_WgS&Y z`!NLNXndJiSYE&HhE$qge0;nk2*gqyJnZak<6LkpZOtso%hM&2Q%XgI0DDQwx0OO! zc3D+f;V|BEOXhE+nJXzvkoeoX6hQ<52e5*pvoi})NE$w@1%8I*vGa zUA|jF@kgZPccu4Rhj)FLvW~<_>944_!>5g*=y}7)xlZjT62{Q55jd%lI0CiRKCHOX zng{`6?NJ7GH7vbz@$sYi42WT20=GQwHOjFI8wP{SzFu5B`=Hcl+t(9xPmWEv3isuMY*}lhX*&N z0w5HdkiI`*#CIG=7=X0fS_-iu#<9P>0}j~dun~(I^N4r=)`3k#6k?=AbVL*3@R1|&xF5fD+lR%Q5z`jX(a}M>USZ%D$@FUSAXiG+ zP2Br_a9*kVfNX>g$Lj&;m?CYWP*CL1Y(Eo7>4820sl%Y#A^ISXkC(X@hbuL4?yUTv$e&Sc#2ctXwhDE9u8ykwj7)d&?G|AN4}B0l{J+ zUSByp_Bco27(UlCIvR$^&5OF@u4^j{7^n`X-@kw7Ppf~OpjnRmjN{iRwr8`M-jQ@e z8pk4?$2-a61{QA|8sMKW=jYHrj4q1#tD?mUB|g6<*AlrAMw)LH=!?-Bk5BXb>&Q@nE6h@5q5UCVl$;J$3qtrLHd^^jn~cCA1R<2rt*tL!?kt9cRHxAA}p)uBz1#Zlm~ul3;P!3$_jukXs;f5l{NVWX8!B+F1#$ zw~}f5zCa??;yX07d)Ii$LgK%%YT07SIw`5Po;HlGxjB8iC+bX^lZ7KV%p{cfL> zTwz2u3T5ru+pVm7u|3!@8xKxZ16><}(1AdYk#^G2Yzs#FqG?^?#ybn8i|JeLlgfr2 zHYZLl>SE20; z?75*Rd7I>7=%-Z>XWEe!jEsAr?c+H0=^&)09(%~y?HfiG7;&cH?8gRG_1QRC@GDV zuBL*MFgh8({rd+U0tHb{nSQ|)ck7n@RKfF(4)_pRy_(3jd|6365^>tB6BEliXp;p$ zQWS$rdcJ?Jm3mxq3|iBq&YdlEyP8Hq!k}jy0D3KxRdC=Bge9~a+30&p%09;WF}jB=(#Fny@q296l>tbM{e17s7~Z3 z{5zCT+>B4R9hc%_;o!Kin4XQAD4<~KekJV@kJ^-j>ga$BdTOwR9$i%>ptI0fa(H#$ z6e%pRW~7`z?{l@d#ief3-0TfxRnFqUaFk8s6~aZ6*qsm+O=Wy)n^`pz*@-x&p#`r1 z-C0!cNM<@rH1%;>z>uC3E#H&lsCw%ah#ipk#2zGeBok(gxJFbR2>l)qJAtW@PIicV zLljwL*|KGhv*X4{C5w4iy+DTu*xe16Fig(5hNzw;O?`pS?z06$I| zUrG9UxKbQ_;>i1J?%i*a-QXq|q}_&t;aEt#4REHF;t5!fPovJp21ID4gEEw1SuN_g zM9muxORe~_+$s7$#3A2+%;j!Ymi7_`2BZ=2&e2SN&}ik4&e1Z8KRL&Zz0gmk>_)pV z2typ3!RNy!dk2Ux}CpwD1O&abQ#2A*ImzUQsC@2U{ zoSR@hN{@_^<=EM8=I3n+8d>(s@=}U_+-V$o{T<6Gfb@9LarcXehU8C zVhdNrlXXYWwsp6M$CG^ZZ8bPa7g9X%EE>qz3H+Xjv*`B)Lvi(PUS2B<_u@9HM-q87 zDvv6718FSJ|44)1G(RW#e;Bj;KMYU)`ZNE-;N~|S*T|(4i&^YXQShU>M@uvvq-_wW1t2fjTX@5lYQi`VP(+orhkcVZPnPt{j{OLF}G^$&XOrrx>J zG5hu*{P~zhp03yNXRHf9&@!+w}cCW?J{|-Mh|VRi=fd`Qb!^ru~M7 zhNtiT7Hdwo(y0vJ=CCj-@z_Juet~~DeSG_+=ex73s$Q$6nv7ORam87Vwlh!aE-x+G z&UX2xPgF>CmW6~!`<-sH61@!X@F!;6821$jCUZxzy?D>`a-NnQ1oM9Hifn z%o6EI9&0LWD->_lFjvX;-8NY|Kman?ea^S-Z)6JuA zCOxOxbNr-c-qx!@f=}Jtw(uD=-Y)UyF&n7$Vi2~zeP%yRQ;L9T_q8~UOV73+{O!-9 z`^~6rt$~3-W0pgR6Xg!P+wR}KTxHWO4$H;gRd3xY^kLg!HP(69VyKb)$Po#Tox697 zeYu%LCt#u#nBQFz;4A;}iWi?@vsj3ei;K%;jbjVXU6`HTUvxgLT}n?eH`$+G6{VPJ z+_5pmu;t#u%qaiav)uR=R@q>^$r&Fu*|EN;Sd-yq;RiJ_C0<7)zS+(5;wQTk%0$++ z_JlaxYy4*HI;5hd#mvdcY1Uiu^z{ivllduqgQoAf88*{ODFz3-e!uQ050#i0Y6>v# zug+CbjJO)~&8&BqFXyfHv92N^%MnNS1AOu^ssb;>k34$xC|W(Mxi2nM!jqMq{RMuJ zZH}Hq;4UddVoqtyt+YJ87Ta~_8j|(>_>GwaOgbrkG&Kc1T1R=>sP!Dh+I8zT@7Uq_ zU%qyTow%6T`sU{5Xr;Kv-YimUTie>QU8s*(&JU)nnHekMO0^ol_hC*k;hxOZK>qB3 zx&)o_4;z%@wbmTE9xi?6!C#k>0KSgFLHF|eol&uwS8g=zsguFTaow#*I#o z5W?gC%8z8u^_@6=FdX(bisGdgVj@kJ$N zW-z6NeF|su?Qrj4QyQOg!aaBM1-1~|wdX7?Eu%X^KHi9w?=14=DqX}seYBgOq8MmQ z<(4xK*v)bCFMaI}2BG^&(zY~e!m~36+{Nu@+9*FO#$J8Ht~@d^5q7V{e*vp8I(7K; zY46Q6tk)vtSsI&~3WJ5u+S}W+-%LEJa6mTAVOgXj-!lR~tX1^J{lz|R?-Pogzh51@ zm}1c6ZCjRv;1Y5uJ=U~_+N*Q-!Gki0dZo07U#tRrefJ`5AWWRFrSV2>7p$iSbS7tT zw#vU5Yw{X4zeq^nW?*1w{BG`s_=q!T62u;AK8>i1kPTSQ!iiMqFTt~1<~dDaNV!*PLPVn8EXjiMja(22uOu z(@ma%uLN;Qb!uXQteERcO5D#{41Lva;7!(V$cxj=r#qz~7TtjZeIFqZz^lLZ(8Xt4 zzkU1mRi~2m!o`av>I_PzJ*5Zxs=pLv+RalS0a;pE8TVInkZ{C~Zr---<3;D~ydl0T z>#%=zkJlM}WTEI=X|#%piuXzb3xm#Dd^7K-ogQxKLDaJ=$3O8ncs9>!!J@@3AOGvE zh@Bu#aT|_opnz$fZ80KsW^uZuLr5gERl9x~ndGLPs8Orq>~hiT6MK6`!|jaSqggLq zzPyQ|tH?K{cZP=Ts?k90sn*e>U%!N34Z4DVIe-5A6K7{roX65&VX6M=FKcGn-MESe zg>+hfJkqOA+|0(thA{nw82g44pcte2-moR}1%q%sy+H`CP6hMSV1vZeK%H{B3nU~`|Wi<5k(v{&d`XX%DT*-Y@SxoIC=@}Uvi;*{z9t7qu;mIjx=I1LDv}J{a zgdFojt+0RLx6&Ri%=O0_GdSRpGUtcRHe2-^9KU}*`|$?lueaAs_EoLBUGVZSZT`&6 z%-iMV!b9_6QofwVi*x1_oT}e$$CXXkBY27VIXPbujc%Hy zfdapFh%QhFEt#};c#86h4kHC?RfI{J^;f&Aq!=jcS5ElPj{Mr8(~>ESEJwjFAmGKN zF7o~1;BTA*z5ja&IMp-hhs%<5YubgX&9VkQO8M$NNV}c=Sm9TIj}HwZWCMd|x`=>v z!`C|(O>fWP*nO#<@0^NYOaE@#vz-E&esroNvE@cHg9n4~l~}b5ici-gJgVl6LlSRi zuO0W@Ns_&3ck!9~e}2%<%})(VAr0ye$qv>h>HK+jK6(((M{3!R4j#9VM9WbP{4p{$ z)%@YOMxp;8ubxt%zP}pxUM{u7xEe%zy9+9LPTM~BJWGeG!9x3b;y7+5{^4(8UrI=(+sw4Yp# zBGs{I=DqmQacFQ8=dJHzMQ=D#5%#lVU79!#WdjW;W5wzhP$P3~kENgnO1)vfgT*!$ zvEMA0VLiz|?Z-O!-MHgf?!(GYlWts@E@^3LRhn*lPKaZtzYOVCecnUSVn5Fjo3$jE zwK%1cuKtx2w!T)nkZ;Jul0kyzblms00xM}Cp3H_C{T61&10>8)Yw3nZ!=>E57@M2( zaNRNM`n|`^E>zsTJ*h@*-EBm{E6!W~NH=odjPBr2T*Pme_~;?om$WO%%F0p}Rq>GEkuA|eH1d1>BL$ZG5>(l*uZqa(!~-_85)E$wR0cA{Ls5)!Q7yo0eKN->tX z#go1z)i2Z1<;9D{TKmbq{~Rr~6Q6wxX($akTN$e^x^?3^9IFVNkj~$)-FC5D8ELi| zj>8h?1U|<5@oxh9k{lPA`*#EzRfr0B5j&5h!q-z8bmZt!muK4!jQu_ln?rR?vTIn){}aiHdyyi%IZ>oMmlo#}%zEW< zREqIGt;S3E)+i<3r$#nOuns(S`{wva+r{y)|Bx?|Z-!rTqb&{*4f*A~!xVUrSHC_7 z>ne-wDe=8h^ZCD`_P1=>mL9r4quHikbExo^o-V_q?%99l{txUyNj6_hm)|bUpHDU; zT~pK2=Hhpi9S@uClh5p0p!Dn>j(-Umn z@Z=qGGkd(uB5h~K7LWt}#@ssaL*rm8+tX*y{A;4@>TyI$xc6rvuev^PC<_**7c|@S zL&II&(l#<#=UxZEm5T7vL~kX%h%McZ?z1Z;f@-vnhFzYVfhZ4O<*G5`;D`I=?I|Q`r%^lMyhyY**97)ajo>L3Jgl(ocsb7D_ zpe6HQl*cK}JPOZY*QC3=U2I(DrGS+O_zV(NMtFLGgHfGPM!4-4EYqqFhM*>Nban#u ztoLD+iNDDjqx|jgQjPSpt@{dI9iwUGr+Mv)^Z4_hx&gIhWqq=~lqZAm3=%7QwRr}L zjJoaUhW?sZ%6B+f3ZBzrV;?Mro5|7w2vRsEXqSzlLIkiC&7o3h989sBe<<$0KNo=2 za^fE~1wM-$>%WoLod+9Iu7ACK9;NOYrO%^zV# zi9A%fI6pl*+Y>_mTT|f8vgLMavH_l}WO`X-u*st3?s#`e`r=eW`gF4mK%A25&$DL# zuGJ^$?(P5PwwG(HHzI`mr*V?5;0?zCKyF^H4L5+1-*Blj^kn=*Gjpfy=hJkYdA;Uz zKfv4euC81>afvy}I-VkPN6S466Ll(!6Hd0In&$TjewVFJHPsF*S}R=iN~(@yj4C*G_2CCBW=GHCTrAfC(0$ZG6=l|N-+Y+0WL@Bx{DJ^Faz+6o2DV~ z{i|cw-=4lpwb5w}7Z(@Pks}@4td%5y)!jfM&!#mUoCHr>t;-vn6L^ChMEXMVmjSjGYBHn;AWJM~mw#nQ&6GE`y*1%l}}DcUh7P64(k zW!VdN{JlV}h&hd3;y&R%hhkZ?rmECW)z|MwF$wxkX1ikP^# zJSvEwd0!5?E5DO>ewqsGz<0$lI-QE~Qxy}dIE4lQpmOupty(i9ZO57p#wDa#40|7u z*p4PJ2MPKUP{$PuNzz#OiK8cHZo9vGoTQDAhl)|Lr;p|LFiY)3+7otTq!}>KA)rZeeP0e=n(!%0m@1OThGBnS~ zN$*?vY&5U;jpu}(5y>)14NEOhHFaX|1sj{{o#gQ&3D0nsW3_l^HEgtIi@85kOoRjQDG?_Im?55CmNnQqN?I@U;o zJ+V?l*rwu$x3#rl-*ANPnksE@@$l$IlEVv)pivVN7CuF{)pb}g(JM|RCZS_tUHqE8 z_cEn8EdtW;nHpwg}{E0Z#}S2zcb(qAOFKeuM#_IYU3NLOIwEC zvjtB~W75a)=s@go3b)Jtp=5KJ#sc}RM|ev5=&5zIa?8_rr=`Sls8_d3h%%C8=4Xd; z(EN>}d!{X7V)R}sTXy-hlz#SfN4-G7+wp&Qj56H<=U+4R1jwb+2nz_rRD4d4iKohu*kqf-#2^gB(5 z&ttx2e6@EwKF}p>j|YRT%<)d+yV4!1yC;5sYCXZ!`)oCa4)Q-3aeu+PHis(pQi67T zsv#3oq!*_REp}CsNn(4ZW{RqI@tgkco$O5BYO62D{3w*NpkHO257%-g>YDC0?Ts3f*!dXV z2e%hwTQt7uxBb3!T&1izB~?`RI$mtz+{(jtZpO-|ggBf_q|Vb%H85Y#A4hg3OV?(?6+N$*sjhK~j`5ri#V2Vn zu8<7W)LuP>qhMUmG5>vW1wTS z%YvmtM1s%=oHFSwSbuOYFgF@X!bhUr;MzjV-df;wBvH4QK`Q&-mXn7cu7c zW^w+dKjbTEvatm);pO3r8*fdquYN-^X+0=_q&>`aOoN52P|r9)L3W~LyW%=T%FK0n zsgbAo34#`!!*@+v4$V3lqKP08RwX|p^8^Ienrk1g?1`F}X#nl8+&IUK_^c zrZ}BWKI)<7j4h4<0RdHus4ojx7+(pUffrNcSl5Rd|9U60KBcqe( z45Y#tSensMd@=CU6(c*^z8crNd~Y1EmqkN{UEgJ1493&@Z@9CwMEWFthQiZVZWjsE zA~`3nA0Fe=dvIXol|E+-SPeI4(7ES{EzZo&vP6~uU#u}2Y7`*vyJatDU>MN97_%|G zz|7jeoSk_Gx)P8lP)%5>JQl*AJl}I7Ua#)-!{KIqys`~yX0Ub&exZVgWMHiOX zOK%i~DB~D0ZwRaRYI*f1{;m`SkYg!Y1&*m(nYMoDHhh4K!0HC=YC@4c(646c;}* z`(WJM{;Xb06(h+@-g&prb(T{tebbMpTlVtXOtH_7_wdEm1OQ3A;k@<0 zxESQy${~tXk3frsRQe1=nMr%j<_A@ubJ5fq85>K=XGtdr=kpv$M3J%XLEaj8(?2k? zT=?a?;@AiM-Z0rGy_d5ULy&@#uGCB~4Amt#gFIBxJL|9{1b{{vEvx$92eHk-h`+!J z=k--Z5k?3Lr&0U$&enaWnG3O0*i+w|kGX!lkJ@2XSF4__K=E`bLZGhcxmevBXI73putiq zOiUE$kaC-vgi9A!^E$mZDW~&tr&Kc!++Dhbhs+t(Spfv}9!DtE9oaee(bb*Y8>0X1 z3d0WV4K3Q=Y-df zHeipy)ne-0_9>h1bbUdU%O|CVgl}5N_0*CqE6F+MFu%#j!L%+xr|Mf>?LoC`Y86PB zmiexxbAE&)z)Hb&~YlT-{Wh7|bZ$&=coL7V9z zpw)E=+huTiZfnQ*;77 z71f|7NOy2V{KdO#?=MUYHb7$d-rCz+h=wCXiczd{w&IB*cEDRh{`yFjiFjeuWiO^c zAuI1Pk@*)Jw$L)$*eoqA1@ap|CW1t)ny{OloZM7e`YkbfXM)4Um@gegju0Un=NZH1 zKy`=3*T_{Yx+;k0?lRHkPPDlmdu-PP2Jwh6d(*Czzyec}Ds)SH)$KR`hzPOwj~)c4 zzR3~&w-HhoVL=H6YnZi|2Wl+XIMF3cVeTdY62T`nsBdWbhOW;KKTLZ6WP_$F(2F|Q z&w_S=#Pa%`b;7-pD-f|tvWDxEwmAOzb4_HXbshQ$t!71ZA#XTT#E}H`1u3bGRae4s ztP${nXTQ7c;`Fu+>XajBPYD|%vN&;_SFd)bcB(54o5|cn@A@ib{Jz_W&0swb#oY98 z88)gH+QZeWS4p$Je&fc9@8-J5+80nue9SnR+Lg@e5>SYQ_L4FVIxC6lZeH*54#g1} z0iv5h8^Wr_XBWoHNL7Ypv-JS)3ut776nuqF(C^N#XXTJ3l;(X* z%3>k%Kq=@#BOUkKKY7pb8wJT8ZZ5wn?v|0jV@FQ+Xfg@vU2fEvD^-lQuh1DSPbJ_rzNbyS-kmHf#@HBOM9_SEU-uSp>{)q{=KjhW68TB%88O zep)v+BM(B$(d*$`@w#`bqm_5FE4{=AjU%Agqym_{{iug-}X?itLtVQ<15)lRA#|)G!a^6TtYiYa=rAD+zc-jrL-` zK0@G~vDr!-do!<=^vIPa*rm3Z)YyuzXGsRqSVh;o|AQTUem8SEk{s=5dd1=#4wgJ4 z>9^2r(8+VLWj$?r9~2vbf4?jk0nP%o@YUa)wlb&ho*a2l$4-^$eH4P_&)X+Y+RhlI z)eQFZID2|}Huc*z15SEm-)==|IM%esYyIj|u3zoQw0^em@taM)FR_ag&*qzb3i=H6 z&hIxIQaCQgrlz6DJc)XB-o_nyqi8aTkbMYe27-;GLCx;w3l}bUtJe5PXA2xU^dn}H zwVDv&_^z4Jj?p&_>dW#zZWEU;1I6}C$IfKZY9f0Ido;{0yP<8yf#qd>d?jgEaV?AYMz*;^Z zn_63M16d5J4OfCk&x5qKY5VqjIWE)+MF60uEQVCki$jF5i=XbbvOy^OK{G?zCXiXk zdcp5WqY8=|D>%b1~}9WA*Nj&O`W-xqbT(aA_VA06DqUUsMuorVZSt zUAZ!69z&AMou$uVgY2yE<)-n%jIph)?R|(oumiM%nbWKN`UvT36vr`6tI%7lCTO*> zEa3k5taZ!Cq2C34n$(ipv#2u5@^R!gZ`sm8h`zqRk#SRoAkHi-rhA%Wfw$ZH`vcg` z_a47-RJqTtzCSjrlrVB#zUsxHjj}2k);vUr!_$0AO%?XF7v=)fuZiR^GdC9x$ud1X zonmGnq3n}V9Ft+jB<-C$clgh$M{e{iXo>*kmj4IV2<`bphB~ry-dG z$S)5X0{*|sI86zZGA%iz$q*~%nDb5>yT42O9?v%~8^&JfK-+;(^b0=>{Q{y8jY722 z8llXAM4T212)jk?@pWts$q&nhC;Mw=K`I|pj%P*_*I61AuyNb|uTa|73wg(Np(2qT z1d3dm>*tEPi+9{0#K7|GiKxA?>##_xqa#I>Ll2rjO#laA&W+$S(QIX(h)w?q3XjGz zyqW__o}>NZoFC~i*KV+cOd)`d;sCGS*VHAj)bgn&cgKhS`+Q@~*KZT4vLPaWqZB<+ zvRJ+^flD{SiV|&8WVVwgYWO_*JT`v*+GouX>MOa;iyysARM!i6UmS>aM72d4rZcRA z8f^l;l~ipgn4fM$?sB~JlAhn_5Om9TNEJjH!l4}@5%_TMCU{ZCE3b~OxxGF0{rmTj zD@#AP?(;;%)OpWe z0OpbC)7WH#!_+dY6AfE}VOkjns5uD+J>Vye(Do#VeJuR^Z*e$p4x~ZUgX16qJJW5q z*=}K=3lallNk?>&*Rt&G{P_$^fyZXR?<&It0!A~*YW)(R9mQ@=RsL#`%JGBy_g?{} z%rPYl2S|whoGU)w3(6uMT{cqwqehjNsDnLtIPE1nv`ZAIFFPF(O1t*&|BWiCdwp3( zU3%;OGe?_Ep!LN^E=^nkY!wrWmPeV8F#xSeG(AFwWA!VemAPSg0Iewz9WVQ=1q*#M z=vp5-cwWzRe|iCvC!ha|I{o19Q3CHpHx8^a{$g0pT|z4OrVIhAF=jB??-35P^QF+O-U&t%Qwd2R$Ub-Bm-zPm zyZ4umwv6d! zwry-R=jBo`(Z455~uR-HwyyRORU0MM0 zq@(kr`HZCCqDd~n=X_Gn5<##MMs6#kNFY-1ioOCH)pZ=>z@VUGavz?|nheYU9PM*N zA6jQNw2RMug}dB9KzNT1_+{c?LP(F{*Aj4MriPk|5c8Xf>R#MUnA?*>D%?QZCJnlB(Ax5?)#p(#*zKps$2C!yUva4iL#{s!Kr_}|vPEb~qYVeW2mht; zccTeHqz|dCyCEOw{sjS$Pt`;sD~yK|Ky^4HKoQ@ErQ%&7%6&&#p0I7ma9i` z@Xp5HEfPoH^$&iyks0|aq*{O(*wL8LElqOwe|tE%AB0K=S~5h{TXaSH009F716NE= zLuHAV;AK!wd&mKJ!-8^t7dsD68W4dlDuc`p%)uyCy(&c~YWJgyhkVd~V%pc4C2w*DkvX^U{4(D1vrS zbIYQC{rcsksAlyPxi$__t_Fx@S(G(Dlt$V;JgXmUg~sFEGWK)5YpQPA8Sb2C%G^53 z#fk2o*DCqc8Xyj|{VQFpxKf&N4(Ug~`QFX_h4ott!ddRYoTSlw@67($P9NFgqGq9E znct&P)K#M2QSaH4i}u&Z#N@PS50J3bjSQ>t?vMXPDZsoGfJT(FdMUyw3=-ytYW1=1_Hg0z#eFS=R??tOEWjyjeaB1ba?UNL;$4 zJh5RZ#lz^@wQG;(#wYG`6O&>Ak^(6dm)Q z7v%ZDeQRU@&0g(!>Gff){Yt=Lxo3ydFTx)iiSL4ciCEmw1epB$bC`;jz2NJeU&URz ze?L8f7l?EoAc~pMX96X>MF&vvQEIQaCxZ;EPQ8C4Y1Guzh};dU8^IV5Q90^kklRNr ze|`aZ(%#l~9&86307+Gu_LEhLq(UI!$|c^HLvw{(rU|M9Mg8rsM1Ug_VuueOp7>Yp z#B}NT?UQtLf@b#vJ%6D!nn8{Sm%IZe!xK1$tq9iv@GC_6_Iu+l9x4-Chr|YSnhn@m z7$PbPsXD$kglrN3mR!<<|LoyC2JDsqo<&!@0|IY2U=<#y@WTRXXlPeDM5;S>g(&9%kneaabO_u>m~x2LFR~otAy)~8>gN41_&h!qo&fUTPU<4 zc2oP{(Fob{#5_ zMWDlvW~m+fl4kv@s9SU7N6dwYsQ{~r43Pko3M+-IkftL^03SRr9UhPR* zE;V{>b@Us=XUcCma)^K*us7TgdTgQj#0@D2;Ul)~KSS((U2rQWY#OO14sRqFk|~Ml z4<@Q#_}W4&EDm5ys;Z?WKPq{`u@P9w>*@a>zwGZf6pr%@;Xx(>+8T!!I^Mir0SkH+ z#)jw^#;u;d?o^vM6AJ}gfz&_J{m|k=qnFb->d+B`2aQwMxnPL1Bep=TYz)RhSTsKv7^ucojV=1$n4*r zN5Gv*1LG4DT8Q^fxb*M>+adD6((B!tUkS?>>?hoJey%503&<|NA?gt00HkqT?wrxB zet}+sc=cWlm74m3xPr;22!}@g`-%2*yT;W*35()oCZ4UBttcOXxn&Lf}>rPN-E2 zG4H0l=9{tTP4a8ruUFXJibF&|38xVHnDnoqW4g3n_^>j^ER&qxD-UBs?unu-|(rTqEX*<7mu z(1IO8oS7luJ46$faiF?DO}s-f>n!x4+`D%#v>ov*`^9h8lQ7ZRA&>#i9~Jv?!-if$ zYB%6#a9wa=!dx?Qh*Cbug=iM#-qjYl?33bY?bhqto8H8LGMb>{cY!M;-A2NMj4qA5 z8;N!n{=i(AuThZ3(HH_??u)Y32#LZsQPa^~Ml91bM!X6y3dUAd?1bFik*uoS^OSPy zC$AuD5rb8(RL2R1@#Tf_9q6FKK`YbF!`MyG5zqm6qPnCeK+p;#&ZznJEq_@_egp=1 zhh`;xt}lw1y5ajLR!Gzq6z2oT&MjKR)j3N;RgbknwNcLB2Dcpvl| z+_-V$&8AH3OtN9iRRH2u)a2mcKqxoo?FYfFQKC!{rUvxMO9;4a9UbGv4?8+~dbB6E zIDs#52Q@%QI@G<(Fny&@GE1nZz=4k4N5*DjV*2^O55Fe|=>hN_sfrb>H2E-JHEUON zZGS-Qh$YR2K`eNKk0Orun<)nFuu75jAo&kHG^r4;PAHbDF5!vT)zaUBx+3mRc=`pb zCyo-j7F7p3>w$j|O=u!`7iPcKo*oG>0)zlOp%C2)OLQlie=TAvS{7lRN`-2+cVwn0 z4EWLvhMrvVUp*B&6CObQu_{lX|@MWo% zqf7+r!PE6nKLwik=KXE%Qh3~bf@YsC8Le3%CD>%|fs}y+-ju$GUgX6AJ`W@@(r`64 zGB|8Twd5x3AZAZW5t6}m2C8;y@Qy>5FdM9|(wGOHFhcbMqNU9?22>+HHYC#VDn)gc zk!YHp*NSTIvBq#-z9Az7pp9}=nw#zHW=0MRTTi^hVQi<7RF}iC8B_jN>NppFFRwJ^VQb*ZS$m_T z=egn4y(?6_jtu%iVyeqp7~6t$NjndU>k=@u4zfGdBqwM}b2kW4gnyzS9GKf603{Q= z42Lg1dyC`vukSjs$FzYU@6eF`OE0D zis4No!8(?fmNA%0d1Qht=?Oe*;Q>i6Pq`b71feicneYYY@GQi90ZZjtGKTe`-cBC% zRAYm>{UJ=9Q^nE}2gi`^` z+CkUAmRk_ct4(;o?VYkFCMF-?eSmX4*Z<{xw4>*Ka*oN|MecxZTOj57zoL zr3c6=;&y~vj zO|9#LVGxm|V}-fm4;-gT^K8;@&mq4=s-~XChMj4VNCRFXYG1Quhr3vkZ{R>x4fJ`) zs@W(imqAB$aLfZ2ty#9&9z4-Gu3?C$J0c_$_;9dZxyb?Wo0e1cGA6h3JsErO5Mcg< zBs0Z?V`{XmS6oHjSBN7boCWk6nP39{>IN7~KsKHoNCoNsc;PO4OcxapYsAp__;|vx zg=ZKCKrTmo&VZohn1b|?|9xu}Gcp+kPS)9SeORCak#PQ?cOgS)x(>(yq~j-Y7ud}+ zhOyuw$r-ryh9hCG&7?Wd6-ZD=xLZZX?aI%@`Sc1{%F74)61v6@PtJ(SDegh9lT?gm z1*1GqW~YH6$3U##%=jzv9`y7tG(M=Z=J(MWluU*xtnk{*dse7IH*63*DYwCw5G@!< zVT*&qvX*Wv-kHu_JW4cKmCClaf(4Z^7d3PSJpIVjRI)?Fmy@@~=y&eCZN7}EalbzC z7)%vC09uV1Hoo9*$ljBIA>`~}DN&lA40ggMotvPlXkk)AlInROzj| zFLcs;eHA~{XP9(R;mlH^9EW1j;-=Ko9=fBNqiW})Gq{X}LbW2=JiAKrR`?iT{@GP^ z&m>M!ooE6usOO-^p!pl4V^&jds@Xrj%NOQR!r-8CmSWI|km(^-(%2X9yi`aqACSr> z2I_q9V{D(B2t@z<-w9&C1#=96CvkGOJkRRO=6E5usHn@Dd=uUtPL-+Qh8_`S?4Q6q zI)6XOMVp(1Xi;$halA+A_3aK`#AJFU>jC*N+3qk6H?(1AT4W zQ^zk9APtkLWWsACE5C7qUZ}9TC)b}$f4~5P{9Zujxgea=n5P52;A=aO?2&+2X1<{< z8bLkrf`zIY;|01LgA-yaw%xE@=&#m{SqqNe{iV7<`_P#$3J$l|V*T|=Cw@KK)&T&6 z^2pg74_L(lnw9X_U`$oEeZ#A*znom8KHQjkkuVA9K=In{;}x2gwk>_=?v=CbGjiuX zQ-B?0gU$yHgjH^^%%5kAQ})iDt~Pj$*S4!M{X^!21b9qNpB3k@s--0aEmv-Rrb*Wo zGTU?R9L2uVT0e5TM!j`0x`$CaO3=$*xu?*!B^=d^Dk!+DW;gjC5#&UcW;BVfKA?|) zfR`hF{zw~_LH|Qj)IhPi5v^1n{;-m2wXa-D{Dqy9X5ki9de~$iB*ak^{CF4@1kL`9 z6ptCEk8bqx^0HkR&5x@t*an#pjoXb_wWdDlOi6QCXKp6z6@smt0n=dxrLcpe1+^9| zBOT9!SC{y=fZzI89*P>G^28r2Mgvkyn+|-wD0x4Oc%m&-;kXW`HGT!dDRR-}KS9kK z&5qr5OVVGnD*PTgdh}@XcpRU~oHcl`pFe+MwC9XrfRNQ`MA?hU>+rEt;OyriGD>`$ zFrD%SWJ^36;_-hcg)+lzv95%l#lcod?1!qHecL68*@vgRyqtI?khp`8+Cl*Ha#ZXg zdMa>r;T&=Rn;pVd(-s{>I`sVd^`z-ZUV(=LbRd_y!A3``rh3CUC7cke6SUIQ&)8I^HSL6A>m1* z^7B&udd0>XMwiz`Oo9VPn!6sYbn54?Uz$~~d2|&}sSTGh0OxFH+MHh;Jo^TTB7jZ! zCQunzWNmn?X!E&leSZZKg@%sqeo~0>m%;fk>}fgXo-${<4}886d4T}v06s2cfF8ik zoXSccNU}fM=|aml)oLHC#fy$t2!U5#yTrG4%QeWn<94yh6C@-7)i4sJGhT6HgnwrZ zR5)6Wnp z!<`sr131HDuLGN~fFee_ypbRqK*c|ZA~!Df{d@++kWNTHgaf3FsQ_Aih0ix!AuIVi z$QGNvzPZw<@}EQt6RsRIt!n+FXPapq3&n|8B#8%|Ej6^Mm}^c6DO>G=V_DT}j2_kG&cplD-7<}Xl-aN;*1WiuT={v7*EvwOFe zn#G(Xw(kQ9C8_B;2*EG8+}B6By96apLT4;WlhNRzq_9Yw1wI0!>%ZJ6*tlSBtG z8?h39bYAOr!W25=>0;9i3}ArXi@+y>#iRq6!z3|bdx3Tntc%ec_oCpzLk5Zs)P?0p z>!YgpvM~VX>+dgY0EB#zlEP=0Im-$O$MwGa>YsgNViemE~Ykjot%pPMmsH z5F+S+l=QNIafrf11ad?KHuV7xv*9fwf1`IK`~{-&`loA$3AqK5m!>hq(b17VL`An} z36qU~KFJ+{>DVzU>I8UvQZkV0h*HrQ!{cff1jOn@vNuw(*I5e#RaMoa@?o0*+qG~o zc&9r+s1O;vH2+Xs*?%a|o3?HZgXGCOUC3~z0WP}BR7M!=IH<|&bbX-X^WFkI(-zEA zv@0g-DUbU{65bH?zc^692gxnLVpt6erg^XfbDzjcN(uM2VK+RJ9MB6wI-}XMXOC_R zZVUKH5(gMUfM6b=s?JqX+YN?4ZyXwwBTeHMxQ>9)e&&7E5(esp#_1v1DO!VNMdks# zq9$`!WJC^rsjfVy?HWOuPPcq=jUftAS2v)hrr%8Mu)j&lTk5Nqp?A(aj`A#$6 zBON|^>0lv&Y<&@qxL6-FUjK7xhUIAP-ch^*z$B3E3#=uwg{_)Z*K4t9O@Q`Mk!e@E z81jK+%b@$BA9fw`%vdoe3TealcqG*Q1?+tqb=;#jQ`vc^dvvHW$JoJlBy75fHl3KR z_MA{SY2J531dNSRK46a*l;U0V^z-x4%gxs~1nuB*dNC?sy8@9^>QwHnj)R)0AFwNC&8fG2%pL398SMZg%Mnr`U@VWieF&s7mj z6Rv8IhU5x>VADNci(Unrx*c1SxXBXTl?Y^#+aUd2sj^UCWdH2l2jUExVU>mo2D{Lg zXd}P~K-dl2Q}&?9F|0g1jiwM&1A{m;Zz(C!f!riCoa^>1m|rwNquHXNCw@bPBJfWp zyH}dFP63mN)-+6EbuS($U0Bz)$_Z+00r`zSZcS~5O-j{iFo9(7n=o!8MnyIKNTUUB zPaQ!Ww2tl|_883h+{a0b2GxK`eq5^tUhcurmlL8rzjGzOkv-HUi011tE z2N+gBK18RmS35OFMA72{vAA>!NW#(Dnd2@Ymd`xc%(Fo~&Uq$S6HFu_s{ma~8t{Ik zPbCZyj3X}Q((t}N$`7^h_-W=LIXmxC1k|}k8krD^^MT15NCR8aO7JSmX5B z?f?qnwZri~1ye*+K7f4?tQ84pJ4h3bzWyp&h7c>iK49RE^ntpvGOqITMOtW_2~U8- zqta-j%LV$0F*rCFrl}LvnTThIcXr0buM^(FThy%{W1RB^*)I^e48e1U0t3oT|6s;1-jRFoj*& zetwV-eK#m_NuvV*J)OWmcUGZ(nNWQ2o0VL_obZ>Q6uGIB6}8@(~x z#buND3p#3TQN7JsSQ2au1L_+toQV=+4B3fMM+L6ojRoFaqZx~sE57Uk(eV;C2vG2xI-oyMPG6XY$b>TBE3PPj;)e%lW^Y;#(q8c ztPWzZ0M9ia*hsT$Oc3gCwFv(xB^BJ#N5BCDBoLigDw?=cgx_r zEe;kAAVm{Qb4PpouAUn+vd<0u=fk8$xiCBGLokm}0}9K&QyS~x@xKj&Ah~6MNF?Zf z+IxHV4abqj5L7Uk378(bg<^LB=3UICUk}VDZ-6!ejNuP(#N@UDEXDc_8%8l`ely6O z7xdRE-6Q=374s4r%DNOoM)))$XYJ)AzhQI+C-Wd0LZaQ`ap{GvUxA4ptJjS^g$8PU zRb_^a1<-<2rtK^dYf+kE`g;pwjuA9KJc`ETH}Ge>V8ex4K__f|2A>VjwOL%xG1eLL zF*5IdX1^8A7qWOePH#An1$c1b^Mfz;^N?JGo1)w@F zV%5m4B0{I9;74Yae*1$U2BO@9HT>c+Rd*5R6{k)UH4pVMzfZ4v3Ptyg63t`3x5+kE zRxB#>g^>s~^np*|UkQ*%k$QDB8=1EjZ8aImfR5NrZJ^Spj>}}=Xzc(YpL8=1){Ms+ zwv2%>--W&l;0%5o{Xpfzr}V6Xi2E2E2kBdglnxDv4EN)`JjdUX<$zxg4i{P z+_ymPpCL1WxNU*?`yhbpDa(=Dh{$|wr;q*xcF;OE)@`xdnWR&j(1$x*Zlr4 z9Bgv64&YIa$`CLXF*HLHy{TIM;AS_upiGn+;3J$`d^{veQj-Pn1x1| zt8Ioe^3ik`6DKlp2MzeX1&s5>E+$}-QO#x$74UzEqDYfOLQGQ_b82hVGqiLKmyO{! zadpJut1h^rXjiVqB%eim^F_W|MF4;(o5WQ+dlZGZ_ttmJC4 z;sz%tCnAW!hA2s;i<*WNMpLL4^NSW20EOXxxIm23!@Qv~(0~wz=kzT8K5^3&fWr}X z_F|34v0$-{P+65GomWY3+=1~AgYj1L_^mG+hhW$68(y@Z%WMRDilTt;*esZmlYVtO zF65d_O2?21v3^0iCAa)or6tu!f>VDB@gthCvhyaSsJq}u$qf;k`?8Kmr5wqUMBd4U z4~^Wm10WWP7l%`~c|qnqT0L2?g)&070?F(b=f15}neBhbSPx2lKKT{wF2itt78Ymo z=W#4-`e@z(oMcMeMgSA>c{8&!aFR!>W%y&o04S~@>^nuLG9FziZ*(vqI7o;4*rPgT^_)!j^a_A|y(8pO_rhHNi~ zUcqNrgoBOv<{QQy(4%hs0273KDTnYPpNKO_GAXK6#-%KB(oqq!5vh7HE&Y0SG6_7 zOZS5iI5^!Sn5#g)LO58UJ!D=#0n_l@ip$0sSM|K!_WYJRx=`N=B!{V?zZwmcjJ7|J z8}B2VQcYgLND4;!$b=E!kc3bEudxtYPie^m#_}Vtd)^}lb>Gzksg(nJx_76bjF09b z?5*g#ok6;e;jan5&7+Py zU}zkJah~;G=?=;~k7&q*HfW_nsHwI8A$4zFb;IakIE_cQ`Xx9x2*IT52jOUS&jw<9 zDEezOAMQv9#z>pQh6x;q`R3SJ5j7w1D1V|9x!_@{%dp`?h1LRVf@J&$*K=UYc1O8G zgYg!1u!o&{sd$Nb%A833p!f@svcPH!gS!6N&=7!L_ccNj9Bz_!vQAWvkfO)W+h^?d zc$M1WWo^d_*)YPEclMSYUKFNFQmylgirmm15@L?P8_1J0I5VG6BOceIAB?UVMC3&% z#c6c&VPe);&x77J-ypTLyx()?!yQg4>pC`R$YqA%Wn5)*E8dyR<3s4Nzon(I*|c=d z+5k)vYY-scSz`S5+A?Vf6mFImeS)$NP zu7I6t9$#lG^V*u>aQbAOEs?&0Ep^LLl+nk(G} zVpGMEDsF0U*91>ZtXC-`o-2sb8<_Q3yZ?SbvC|Q0WfLQfD`#&k6szYGN2;E+AT5WR z?PZ5Wg|H?V8!iC)EW~i-%55m#au297tH#pC;_jK#Qd9oPa#(&f^f=5Bv@Myx!?hr9 z1mk^?y}(SbF_U$3xx9aMN}DOt^Ji=jNo|0}UvM z8ZKVENVGPJikx;#?P&z9vTb2%kyF9yHs~7<;sUkxt!T6;2nB=FzV0Om6f)1unFZOO zNb#_>9>d%lM1xKU4c+se>ZqciC#G#>FTkg?h1jNPlAFmiEw$A%vxD~219h5em+L!` zm;*%}7%bEI$9)j*VxWeJZjM4nWJMf$axWV+-t#!{Au27GFw{ycP1joT-3NPyX!LK8 zPjr>~zC8=T_sWe~WPkj|cxUem><%-Td*h+f>h2H}*d%Q3x#Ph-#gW%$cgWRoxFi$0 z1v#)c6Ypo^&Ypr`VVf%!GGg?vR;<0Q7awfOWW_JvyLQlh=E@wAtBBtio#LHLf3B6A zT3ML3OOp=ue=nX;pwEypdr{tZ6%2Gxdu4zj9v%=Druc_S5>Lv?QufD2(ipcnKEY?OI!3 z-}Bg5E-*%200(74C^eH{R!+(3KYQ{7@3szeV}&?ipqz*=#C6CGak zR!RzJj({R8#Q#sk0wlj2s|Cae$^a`yNj4jpqE}1DO`C}Ba>xi2xWPyYhnid+i6u4Q+3Pq zGaqrcA{v{NS`n);Ez&oGqC>2Sf2eOrx8kNir};c77F0Ct-2r8+vdnWJ+sZ_p>%?b` z>NYwxbq`m>VV0=iLnCR;pm0F>Aq*qF8pC=;DJ}L=04G2c?@P=h@-y8u|B&_Zj#=rp zem6i~CGt|}dkWN#E)+^c7Dx452IBBnU7bL+%P?{?8MH|sBz6x9*gV)V0>yiMpG~!9 z>_Z=Nr5V{Is55IvP|(4w{Dd2g^oV#6GWtaB+yqm}>DJK$>nwUxKT(Iw+2F36>L7-B zPLK0PaMggf!Rq6rf$Ajw9n3NS@dSdoAnS`5%Y}&>_;ekSg3SZV?=$1VS9GK|7lcmC zti=s)>u~ztD9uYZ;7&OGY3qS119^;={GlJA0D=7vg#2pP`!~G_mk}sft|!F$$k-T3 zPMGldKhMEQ6bL2zP6#Mr2cW2KU}&kFpBPAmr(-`7Y|^Zuq(;I+9V@h<6j03H^(ImEEShqt18<`bL;l_`ID1 zG)kf;!38K_J9Bc)nl;2WgZS#ecvTIrOlWktS1p@gvXzz9N^}S8t`^7jCX5n~aeLHw zGUP+t4o0Tf;hoxtlB`u4xX%%!_{|JM-uJ7!O|BmBGQ(X7T<7w(ZWM_La_W*8s`&oO z8IPb7KB9|xWwa6%=q9LRyO0vmJAtRFP*%B#kB$8G3%3hfjDI;YjWE4X7mhn5zOV9Utp5OQL z`96O<_k9=F^&aQ>8pmyI$r>>>nm<(#_|MeF8xA-{XCu~8z1dyvdr6dY|L*L`ok+?Wzl--;($+e3u-1( z!lDO5RNZ9g23Pd!a|0I zBCb6BG(wxqMvn=NF5IJ>xE=ZG2avdq>!|5Qdg>~8M>#sP*e#pcN6Dy+r$B}0-TtpU zb@g@~qMAm@nh5Vc)!JzJfvY{|vv#e0Mu;P;_ z^jutBFXLa6+zF}@H)_2`Ra(0ghQ}?A<3Xa*5G?OR2~P@4&=nX9IE`Y|dgPa<_0FiU zv!Be)_2r%G4kxx4`u_9N^q6Ic6Jfn@bZ*pHKVrYS^jtgdGp4B{Q3pGFAJmY1>FvuGm9zHj_a`$oVigKBa%NLOW%d=r<_n*+Qa^(Bi+= z+a)i#D}Uu#5_Tj)3H|s{d{@4^KB6fhhB}&o;7j6-$i6zMUybf>Z(sQs`Xdwx?Lus> zHVI#ZNW6+5ZW<56#Id3u4u98A+6Mb}R7ng)3E!J42U(%4fEgcgOEe~8a#K@Wp3Me#mq5? zc;oE!60l&(kCYD9Mf*ldKs=#;k?Y{=dz+r%qyIG<@g~+|LU?2o(@QT_Cw#T+cNFn( zJON~0(jkP=IGCXTge=OITFuAFx#aE}t=Wyo9PA`5xum`UTrK+XyR*|5HPPDad(B`a z2H^?|S@B7rv}A~b_}ZgoXbZIb{sMoC9&Rmg7wmy|(1P@SiNkfAB+PlH-p!pSSNF4E zQ>FG{Qv&J$tdpkv2TqG;$rj(R9BJF<*RNk|e_j5z77ohzRG5RaVJe6asgNkKsftAK zF}3}vNB!wl5esYsm69xem#vOH$=cQy(vGuQT3V8pMY|{|NF0 z1EElqk_wgxGmv4*QI3&-O_1+q`|+&+146MYp%(T>q1@1ep*^<8=cL{!r3ksPm7_HP zGDtHd1nW%LA&Dtl-#HaHO`!q*D}q?z1WpP%)9Yv-qc5e!H1)U|-Wvd9OhPUnU&6wS z&4k63KeXwYKPfvf07(HD@JtR&x?SFy0l)=&uM1F~wl_MhH-4_C`jrN0} zsIQJuSOz;|sOyL=7bb)wPj9T6NkzG-hawAWV=-7k6ki+BvqNH))SU~O4{NKap;u|e3z{aMvWMG}3 zxIoX!Z?7xBQaJS8>Mp=Rj$cE1wl!obvt`ib`b~-7Js`znc@k1aK3j@k9p-p|X)pA8 zj?eR7;IZgHh=Bt4Z7naE3!y0=x{3k+6FeL60~zQ?FI-}fC2Bv_(%)Z!MMn5dl(y{< z29UK(_?|7UfeOK15ZD@d>!bDh(mxDu6ca}T%cL? zwnqFh*eqzU)=(2g6HiHDG3zK9&PTTZFv_*_ribwf&Bf`W2}|RT<&HLaezmJl$>lxw zxqSuv|5(s8%IrfIKV|{{XrdQKvYrGNKiP7ZDekE%wgM`4POPTdLi?`_!Vg|_v zL5T^6Q@klJFSjcLm`w(>iB^cU`Jobg)`+VmjDo?CLZPXP-a^qMMFEp($bEMv$MK+lba$74XJ0+7L1-eni>Mk%HF;jg zD?12n%6-&Z*`j9#C4Ti3)OHHK7>&%xJG#1j6P$WieuRisY|#QM+v)y4R~R%s!{Cs< z02C-0a5Y8H$K0(aM#zE5Xu|{%VV78%LuIk6R;Oge=7R!`Q4fkU+RQaz&x4M?^%14PMEzzc z2+x+myRsn1DUjJd0uv%yBD03p+&pUWy8vhtrr8R=Spu4;P*0tJYO=fmK;wp3LeS7E zW9tUIVgMj~*jwv$pw2;6v2*X==I3#7^*-ltkvt*>3p{YkC`cb*cEDrx2VUi z0lG|1^9&#}@DOrggM2Y7Wmsyz)#-YLp?0@)Ty>+RxVG8E=-^<|CPdHD2 zBR~2ZsmuYe13T@7UPP7_cToIc|9aysp!ix7+lUvALj9rTGao#1x90fA7yQpW4puvQ z7)2Ihm1_I}H2F#CfSHJs2bqBb+(S@Oj15!g0}g-b8=n^K!a`vP!NPJC`ZS{Kcg8sQ z>bH*ecAwv)e!P1eHGG9nzWuNLu*Cs}BavL4r%x5WnlE6F+-Tq7Gkocj9Hc=vF1$T< z9}oSh23%_4n;?apVvTT0^nZxgiJY)KAxKtPXwKLZWFb&C2IkFpR@&D$!!sVT0Ze(i z0Xu%4fwJ+v`&N+EB3+QdQ4nK`$`n7FvW6?n@I95?DC;vgz12ox3$cIRmaVz4-ij<(=-#x7*>mL6-|E(Smd-v#C)9KwER{ysP-^r*ck~9rP`s^; z=z{c+QUvrX3v=?(uMtONyxdE<8T+_kJW+t2<_M8sg;$&j{nBkz0lJF#dncXvj#vwJ zDNp^+m_U`iUv1xMcWDG&04>Xb*OHN!q_29Hc18n%`*^7W--dyXO$faietu;#|Gwbe zIjfmH*LMDTV_7`8c*AWI%f_n}MT;wh`&6(H+Hh{mR!D8!(QG4@B>9C!g3&{DK8%9T z427R^F@kAT_t-s*BOF30zJs6tv-Th4`}ptus&LMO99MTA_ZC*x3z%>-GB~#Hytjn4 zjm_@vOq8fZsRPiJ95GYY@b2wfKg@ICy+nZESYHg8^fPfYZ&?qC6Ln*w!^7{i_#s}8 zJ{54el6`#GKcLgcE8$~xL5FAaJ$|0B07SN*MsVnpO(H%{G3}P&YJFim;~_13y!gpP zD7yI{gkA-DPB1~BY@Z>rm>TOXh185V${?M*2ZW54o45mkz%2y2aD9`^Z%FpQnWD%a z#clomNS2B7&FK&9lglhcz#Fpd*UuxV&o98eHMNssi>@$rtAoBq`V00hXf574f` z>*SLjYiC>ATgZa0;kY6sfiSekR9WCrf?|TlWbN@owIN50*b;TmiBNS3ntDKyQ09$1 z+f{~RoC>rR`#X1J1=sx)PIzJ`6|u--+oU=G88Uu~{@^E!aESZ|BOBOzKx%w)pQDwK z-wWr$?n(8@vnZ{Em7u25LFm9zu7uAMXv;+fkb4kMekf9i5DLw3GG^vrMo~flg^*R( zq>up#@MAwU(u!7r7)Ic365;EFWxFoc4h*)Ri0whpV0u7`F~1vt))d3Q->%N7{)Y7o z#v^p0?jyVd=HS>Sz7lN%o*P!V*u{&h@Q{h-126I-DzK~ZdN?`)gy<4S$2q;cW7~vo zx!`MLLd0$_gka9=kG0gNVabnmR}HlI{qt-R@6s(;#1ABBIAbHUu_$$iN4}zs!6R1* z^w*e;gp7gO0&BGUwg}mFq{Co0m;BXr_||Jj=vjLMoz_+wa5rLm%yOewmSdZ}uEH~ekkI||I}8W`h%H!LCeVB#%;k(g4A za^Mo&ZBg)Ni4?)C37kx$$=6|m<4NBc|4t03qOp;Cz4>5DgH8pF7dT`CgH^n?5A(m< z`T?J4uP;56d5ny1fb`J!XnJb`QzDF65`*JU`=M6Z1&tuII`y$CX#W_Hi|BvewCpH7 zlXXqzEpfU$#kL|@b%Jm>Fx6p%Fr^*qFKKMsF^2$TY%>69^2bu1K^v<^;OeZ#Ka@Q7VBn|2GOAyC-dOw5!iA2C{XvAd>2L!lVvl?4JFY&>674y z^p$W&6ieT!q@M#@pa0Q$NnBbT&^tb>du{$x@V;C&N8Q?k8}KgPNjd(T73M?$=O%k3B7Qf!wnG3fyu#Aw@7Fr+^^I?h1+2Y!+r zg=&@Lj%YQ|J&2wKQ09YdsYDluX2Lsel+Y6Bu;g;AOo0+&GAe?IK%nu6j=X~Peh7y- zr3KyC50I6JZvnSw*XRRLI+I_9gp`JrV2ps5e)?miSQ1e8y zVS)SjG(8b&fGk=ACn_Wcf(qB%#Loc*Z%EO{vb{{3Pfz#5@nj&x2?7sMv|#Nl0&UTs z%Zgj-Aju+~A24H5zX5Bb`wSFI!>W}54R8?_;%|)#U%RShJn%1_Q!|5Yaxg% zeLa07X%uN^3o*jFG_6{V#D=oxJ^JfRGmfrd5oPbM#m&q?&7C!KKl^M?eC3%&^za1~ z;Q{_25%$VB!Ag^im5g=*N2LV=SwHeP&&ooIx77)0oPEL%nvmyMqGTEd<%1ho8*G+P zG+{|4V^CH=#Ybk(2*V5kJ0Xv;wacC#s(AVP|3x#zYt&>S-9n0b0b7i4Ea=o<70n{p zeZjVa?3}#K#~33c4kFMN5`_ry496p^f^Y_t8)8@}IMnZq*VMwq|E<$ypD=YU_Vpy7 zuJo~)C*aumK@&*&@|I&ybRnwd6#L(?gZ5Fo*RU}&=`^?sP+03IMi$;Ju{ofxnYM{u zMax}bbck#9)I{XS@blF((tUZw#m2rOkP!#r5TiuUp#g!tHi9@G?l31IJ^%0?1L-Nj zfH^Lj-w})dsM;2>Hglk2lZV)s zU?1hdGXLGY)0p(j){?r1r^&~p<57OYDs+h5{d2s+Z;9t|(LeTy|IqKA64 zflh0m|52O;1X(N5O70a6)x{xyD5Gxtc)!BU`WmbQuGqUQ{*T5vX$)W)4}7XU#CJ=* zVPUP%Qbl_J;+)9w;6f#C^ zjrz4=<57#fKq%UQsla;T*|>`8?nqQcgF&jqUHtlia)Id)(W)`BZVKu;;v|x`PO&jfhzkj?1ixl2((XN zh>kjJKP3R744Hx-hTD0wQ-)?LhP$Mo0Y%GDB`mq*26Xwb4l4_NTMJCUZ|)cpF5pBm zm=Dgy84kEdeoCQ-@1Ai3>w^KUfiHZ zR1$KqMH;rRm)_4Xg3wTCofFL@Ey}Sw;<~g$^yLH_;H&S^R+STrc1)|0(KcdNgZPFk zAeIW3>{rywo!B<_#Lhu3X6|Ft_yoeXB91UXZgg8fT~fIi{~ z9*3cSV~p6-N4Mhrig-iclTOeJVXO>s?-WweB;eJ(W9l$oRh&fQ1xG1k=J!N1fLDEo zqiWOt3=NEKu+44$nj$?$2DnMQ0nZ%Qr-@HNyGJN>)7s13{h$V}JpKpeY2(ZDc1F=0 zkU|rQBJeB~qkfqC3{1=#i2oy7k&qjfKHD(5s0kYvyL24}uh;cRl@wkRfJlcZAY?Z} zywOlGXL4tcEh!#7pXm9IbbtJ!;)G`EJ@+4UW|&-*Kq*k(KwOkiwV-@7xN~L-P3m#X z@M|+f1IE8GH*2qYVaG?=7-_=HCVqQQPz69>XyshTn{R{5BI0%&U$Lzx?-y#uXQje! zx!qZo{j4zAi-aoD^g`um&XG1l-hHyFbG_>wfW8)ExEVM(@zp?YD)3ze$CF}j>M>Erx%Suv_Xp9;V>o4$H1I%ixaA{=cQ!M z6t8sv*aGUjEyHo2c9RKBv~KHDMEaqxz|@W(pWaF)rbzT&7Dtp+!{md{w^{=5Au@e5 zz4SLQvkwKTYeq)KWR|Z((B|JL1JqHQ;eUY`&ZBFQ9v%eou3M>L z=*ySCfSaNy*J&$sO`0tSjYhf?$p71Z{P1om=86s~9)2Fs+2P`NU@%E_A`k~=06n~n zz_8wp$d9_8(ncOSmtXL2lw?aI4KpEZh#C^b916S#$WFx1l&AwhkrMsm;Rv*j#I+R6 zAZh#o;=KdYNIcD~pY3u&cV3xcqDia}AvV!(%-n~?MzC3wW@fN-fM)92%6yc0w4rM3 z4WJi9Q7}94g9)I1`I;eN6Rw&_#Jx5|WI)59Nw|se0$5pMGy`E@B5Er_CYo%8_JFKa zcoba3A-TgWYfx;l!$SmcaL6%bROtEJO$VU7iq%P!|OE`h%@R$;&%j< z379Zp6u*aYCNWglh=?cQ|G3wk7|CHVb^_1`j_8T#I`Bn&TM|xhQy!HD6an)d(Yk8GhKaIs#zhuDUEcs(Mi;Rk?A?>T z3&}^}I{_$%$RZF{L{jVkv0%OEVM~x^(Q&c&_N2~^C@7TC!f>#$vDM}k=G1+?{xbuM zpL9ZPs~OPN01gI$$u>jsGyxzt73qJOM=Vx><~v_)O4>vCq&rMcToznIH&7FI%8LJ42PmhJZ z5C^V?DyyTJ)~&v&7jOt%W?-KXN)^fsaE?wv2!1QLSR0UQyNmw%G$k3*o2 zBIqw$weiZ&+IJg<`$_-*aaZpB=0X5-Uhnq$JbB7~^~_*la)U@dkagE7F*8UUZ3Uk1 z?t z#2_0InuK8OF5ycwC|zpLKD0kg<>Dp}0f@*cNz3D>Dx-i;f4!crM~-VuMzaK1_`(*wwj;Eq_4OpS4hDP>Ovi;^v+bnE89=Hz!KZ(xe=@NH zQ3MJ8O7KUQL8@$l0WS%^@DuO+k^?yoO-4GDvvIkzmADqeBUw9)88NblL-gQc?pvf z;iA1Ne7Gmoyyem8lan{xz&LPnejtnkvn?qCH(tM5la!shx9fI__e`EJvBG2ayq7pr zb&;C|+8uH*BP1S}YG8w)7le3Kp1m!`Jh${GL17k(`TzzMOjsWn3uws zR$pnSp5bX0ru2L;K|EcsXgLN18gt6830$(%+CS6xAw?t~CouynbA|$s7+-wPyHdOo zvh@q#N$|`c6)owM4 zM>GZYeuCCk?usUE-hiNruL%$t6d5M56@0!IyN-6=(%$q0wXD@nKq!h|ryjw48^OPj z4u@brArkEV@L#91;TVT283TX7`(oF@&3hM_28NiFY9Ryuu?cx?$YvvOBqt~*OlaR| zl<#%}D^Iob_Fhl2hdBuaAhoF5G@=)jt@Qivt}eo~bcJQRR4>EU0q=y&`;~=8ByGBB zK^(=2N(lOqWQhE11+Oas8_`2EOc4MN&glV176=FJE!|W#244VSp+1@0WOnlHvT zp{1a2>FCfMwSwbn!BD{IQ@_iJeNxO7OPVaGa7X?1pLO7VFjeB`SOMadoSBfe#FL=+ z=msT>6Hw!B0dgi&OtfAIO^3(FfgBMlIVAZZ9QeSV=2o$`?i91><0Wn`WW4E`Lgn3E zb=z<(0V#HX9diOZMm|QEDVw&%M*t2bwkgPkc>Y9XfU}oR2Kb)gc#mNW%5lqa zBj8Wo^w2ph*)up(Z31rHC}M2m_G9r3)oW$moQC;x1_vPXUukVWh4vF=T@(~Z>|Y!^3L`|@FK?W zkoX3MG4YS3gPOwloEx$OQl9{@j_*Uje2L{eIXnVAhH~5}rc-oa&FJ#r!D3%zw93VM zcv$&%?#5UZOm3Z0*4W7&TFlo`YD5zRp578XAAT}CniV=VZjCsTp1mGYN&HBB{ z17(Qim?Oq9Yvo`wHwaw&$J!Q(ez>*rLR$m1jMBEaQ-!<;<_s14Qy8K*w{~OdkS|W{CKwfy}5Uu2ZC*0Qsm`O4vm>+g52e zpaPE~=M(;KN2~2UbMN{K6Zz9@^TNWNU623XP<;@*<_b_loB_Qc4UaW5NrQW zO2dZ)eXmG(1RP5V0F{jQlqQ~{@0BOBP9mRHU~UQgdl|M4(56eF%?Va{b;@-$db;<7 zP6^vMZ~qGJ?)Q3!(9qB|@}FR0j3&oc5RAxfTDC{gGX$Opq(3L{8Di`8X+Lan2;7e4 zL)axx`3kc0(`>)oQ@6cJJ4Foz+n((E&4`y~=p8Zhc3v%m*%6~cM52QcIvSf3W`OFD zX3AxKH{hx%X0%9Bl`l75qtOJ{4~&=GggZahtvFfBf*Z6rjz6IzK#om;$tvM2 zJantrq}X2b6j8d{v1c)lm_uP5qQKnAn?{gXzVKZj)Tb--ixRoUYEgFbUqUufrxr&K}Wnw@! zN!JLefpq1At<0XO1@p>;tkLbxtqw;_E3O6~rJXE_Ghx5>ChH|_Q@_9lVGC^vLT$hJ z?lS@(HX6>K2U^K$e*wbO65KjSPQK&qFt5WhNL5O~Eu1k}nn$Uq2Y&eVB=yhz`RM8i zz-H0Hg#(yU5=~JfKs_U4GVP~NV6?}-h8$X2xf8Dd@4E8E$;Hrv8<^vs3!!O(pB;D{ z9YUCH37VhCaS0Q~&mNnb_69TX1?47?Z>^*XBttL)1Py{n;2lcb%lM_AbKkOuCpf$B zdi-cEKTe;ueTUkefS0S+ty+4><>7i}o(*)T>7o_)obXYM=GpXRXHj;zVz`GSwP*Xo zP45)et-84M(Arh}$Cp?xQCj^W?O7+&YpxxeKNwr29LNqH?J*Gz;AUy2k&h1BG(bq>$?R^*5s%ms7wd=-hAx*{X#+&#W1GNEm ze1lVa=GOf1@bI85iz(%&&)(JT%c@B@T2tec9`sB+sQ90Fy~V(yJPPq+%i_|T>1EI6YKL+UL8Gzjmfq^~cg47_UI z`loSUp`>4CYxwWqZWkwCcsUT+EA>Wof_*@FJGN_K90a}iPt!H~jM>isJNlA%Uld6hTw#yHR&4uNz!_a=@Sy#S zy#<9NV?W${Jdyjtf$?9%y)iN+d@tNH`zT+Y8YT;)axVT@bhWy*PCkbnozx2`~~Y)hWkt?4-RHTj=vZ#S-f%i>fwh$~RI zZ*?UU*H_3(z_Y#~RAtpEzEX>R z@?>pfk3DRMUiYRqtX;RRz3&xW$hWdhd0weJ*%!OWLvRw$+M18TwgyP@XkGrS0#KHy zf!F1_Rr#}{2{%i@m&Kx$Y!IBdTfJj7#HWnvoJhrXI#_L{W3cZnZVcJFBkZ?gSjt|lI zHqLBaga8s*(t`sWx-lhPgKD&~2?oLC*uSy{oL?gtdn~T4?fd&gTkMP-yMaEr0G96_ zNxOG%VbiTDsSBEhm0_;QDJf0lH;ZUHe`F|T%S^Mg-2Ub7dI!~9$mMcY^h!HmA6R5J zbs6T*&Ge7tpL_@zu%9*pdGH`SaDlzSF?Ia3=uBV7>l5M+Ji;rj{Ah zMIA*(&Eg-APTcWpWW-wA+&H`TFpPhEo<1crs_;wP?ys)fZ#NMw+WBo`MK?7;(3&nS((`D}Xh79u%N+HkxE!%NM>fH0n>Vl`${cxLH1?N{0T?1 zU1VEPf)%<}Z7;ldac%Ln4`dxN+qqo=A@;e4IKA>+#O)U$Ve)*hKFFMkdOX0OrEhnE zPD?@XQV2S&Y6P|#h~WGid9c~=r)W10)-88L{wQ6z+qPtV~;MeOF7TN0h`udx2LIw7C z7>=k?2J8&QS|&*32tZS^(79En)oJuZtJ5#JsLRwmvVft4@8HOEvXM?8w}q|RO0t8+ zMiu^);CNO;5E^^S1CJ^}z~Fs(1LMk-wbwJ6B7hF`_~uWCqgfW-r${B9nh;W}+J64= z&e-wdy<}atY&3S{{xcjr7YE4VA}Voi+aMFLcmfz-Sb=~CU%-};JCVw-=_fe`aF3Oh5{};BBC3OodT9H?7}#C)L+ZfGW!81>M|BoSbqGG z3nV)$pH16ljwzIv&@CGPEfKPtNSvLla0GawQBqn;N}C!?1gKlo>)4p&x#qBK*5>bV2rV?GKm9bu@{pZw%-tS-IH8BbG z4;#q(^5R`|cJF?-_9V8Sy*(S~nP94}jXY0xw}Oj`D={3j&4bRIXsZ1W=($5fyz_ba znQ4uMj?vryQDL_exsNq1NL$l2dA(WOuV6Kn3xf@z8!b+im6eDRiT+=CC^sb6^$jcR zlV?&N_6E&loFI88q(i<(M*J0&N3xiA!;Q_6jj#+iBcyBo-8Am(nwZHZjm5Md)vfv9 zqe*3M*mEy|Enehe2%kmAYZ2c0zw1Ckv@79m-6P@Zd%x$?p3ug>#m)rd;Iaa}xb=C` z!-scadz9{Upqp4Y|F){xkl7y3XErDQGt=}@GV{x$WmzGg(aDkqt~1n>4mLjrtw2WA9?QzH_8%aHoAr=W^PbePHB#c|%{^hP7)+$+%4E z*xb9wA8E^c>x~Z9_gYw5Y+eOP6`KTDmEpm&R0Y57#MA2;)t}pfhs+Iomf&8w-*m2} z6x+vqnwdl=Lf$6BV@?BTkP;X^vYHSg&w61_JQh<%r%-oRp_(Qp#O1wo3li6-I4Atr z*7k{I%hf8UbWdZC@+5Wg_zLVA^M-6+jEvkG?Wz*TZ-x=g)%|-<`VF$1UUdf9ULdyP zIM(L{LbR23hJ&l4%>8_R+B?e~n=u{L*AQ>=ud%QdX4z>+w~$^ml1k+EDC*~P7+lud zoUb{DHOf1cXZR}XjIX-IGuRBYxi(F)&&u9DHvcwPrb|eVx(uJC*5pz2479SUSl3n~ zMfWjC6~~X`X(r7YU0q#4-*~7s$tNZxy_)_}{4FAPxsP6nnFO|u&ZLR7hTf90vYelP z_8&O#>^I}U6_hevjXxea)bXTW^46jKTy0Czgw*--@-{ZF;S!|MWsCohM)<+eDqrNX z8MJmPE}M@Ps}2i~1vZ1gip3yHazk%-Rip>1f*2&mb3%t2hG88*EZ`UxFD4nG`%CBp z4vQY&3EmZPE+la+Tts^W8QaWny#QtNt4jJ<4fGvp_?39&q?e67&X+lPc`rc1#M-)S zV&hw164CjOlJ2I-w0JA-qZ;bkG#I;W6}GzQRgD9Opx`_=-e~5rb64#6aw%yd@)?Cn z#}Eo-)J?IZ^vujWOe!hz{!qiV-^x8_PaU%zi-Y_mci+{5C-XV2fKk|@A*BXbk31|l zE?&JF_S&L12H_1>7wY6qT}`PU!SqazD@RaNVoy|iPQH;*#M zy^X_u5+9NjXl)iZe;Fdb8ml|#Em@lD5(jP3>0CoS{TfTBL_OLbPSc~mLOr+-A67=| zAcIg{60et1Uk%mP45FaM=FN`L1&k=pR{oJ@F>I@=f4%e7dVC-&?E~AB>VvidJBa}X z*Ogq#D@W3`2dnznH&|2&fK^LwcwyfKIJR;DlkmmX_3h%U)~BHQi2ZGmO{9C<9W&tnnBZzcfHR5r<*j6gTp^RdZB4O@u) z<66&^eveh&WqdW}Oo&Q-JLK%SgKT_Cm?a+wSv68L&?S!RUlWgG`0>?1P|vIE3&;&} z1_m*a7Cq~pJ$vRAhKzH>UgX#@O@NHGyF7$n!beONzby|fw$w`Ifu-{~cjWh>`VyYF z4F!GJNfb5x0Q&&mc^L}u-9b*^5*5v>99Oq&GAAz`A8v~JX$q_oyM*O;>&U8cfT!mH zLGR5l0-7u-A@K#?cQHA9#g@7Ok6$1TD12XeaZMR(p1Vq5uZGTL(d1CRT$5R@GJjj1;=#kJK1>PV z)#dSHvAGF&x%wyoc;m^$DA;txsVU4%;nXc|@WPUF6UD~@@;KPp!yEf?aAXK{f-%s> z*>r{b3gFCl9+l)U$sf^1PYX+4Em@GK6+X~zdIm2j>JgxZhkIUqMqwfk8E)6&Y_uB~ z)A+c{Gy|n=FD5g>&4H`Sbs3WP0_HFtKWYGQ?cw9c=K2j#!ldHJsTdFvu~AXvEX|wx z_63jr?j%jC-|3yUeOcn9-q|)g@IbP8xa>d$RK;>Aj+E2JGcabj(YduU0l>tUu5@zr zE!06WVCF96SS4Xz=*N&1JSmC8CcO2yI5;Bxk8N$S{hMi|$=kp#{0!J<1fG}OfJdtE z?%BHkKHB9L&;%-C9R_oaiRS2K=l5gequ9#8IPRtop8M0~Zeu&+}FxoTGDh z*Fpo<`3yI)*`vq=&mNL-O>#y6>`go?tE$)~06td(r(>6ZYPAYwqLkUW0Sqn)Y8NiK zfA8KkQi~(rH8hZ07#bd~LDzO#T-^4?6S4CBh7;e;5fp&RtO#ABQB+*K2aOe|m0HYe zi~^b`RVFlR3K(_a6{?q)!l}+_h%Hw)I3uz~s^Z*cuO3t};s8<=0a2IoXeMc&uCMtG zyLT&{95E^697)+5|41nn)^NMg&?M?r;zsAoR@x`gt|?*x!eh(CTH8zmC6P#=u(d37 zlJX!!0`nrl650HE@u0-v7;3EWu&^jpH4-jasuEw}8m|u?`vF|MI z2eGFhEBg|39mx==&g6`Y;@~Eo02v3`;ExUO7UjGpMajw4FLn3?*KVQVFCpE+>+{Ja zJ2>P;9_%#lQyT!xoR8n@zyF2GL)n3j|B_{*Sd+hk9q(bXX(=V^-!kF^0V4?-oQ|!5 zHjw^|PDSjE3D zTaY#VUPTns8 zF5?a#uMFDaXw4YBTeKsRl9FCX8W@yb%gUjf zFxjvuLu|qBt7){Za`t7&*H@nXk%r|#KYa2czZ(Av9kDMd`y^NL>lFP4O8CQ-=1Hu5 z^DY)AfAIZVC`oT2@F=QZQo9SP0-l|sXH zdR#{{KA+n~?^Gby+Ykgl(Tk{dDx7G#t@;#Yj(V`vASA57lOg!m%7?Is-VLW(|w zYiV~Dr)31^5SZxZye=#sl^gjGJJNwCAu;Ss-2zJfr^R$cSQrjzIE&fcN*v9kmOlMV zFNlVkA*^%3h5mG*EciUg5W5C|p-2Lg*pQs{=h1VA#O~+naweD5e z1u6AQ9MN(Iip1|*>z|@lSy_GJYvGtrgl3<~2^&so z75~I1KCQnkic`!k2fAgnPeveio?zJfo>Xf`%^s%qZKs8d;T`yaedr1+1y{Tk$Wx8G zV?--x%EB+Dh%AUY0&Mz$MtM(^Mz5CoMkO~=ojU2S%6DSG8a*euf}uVvWLa%)#PLzq zs^g?FEvRzQEciK(J0!$?k~wdc=unkqe4nyl!S@O7`F9Ah?%=2L(N68w9UD+L`yTfx zXo(hD5Q7W<83;DFYp7=Z@%uh);OiwMC^uAK!N_DjSD{VuFKc7r=h}0>Kbk&Uas^k^ zre171v2rfXbi<#2x-O-3T7~y>rEi|%v=82&GW=w}kSDcB%eriAx!*rNZ!=1DT5V#) z15U)q5VWg04*Q>XQ(mWPN@wQoaO3eI7pmY7?&E6QhP<-w>zJ#ApO5L`%t9|6{3r$B(aM2`S)VJ_u0MJw%<%xcr_KJQpl%8 zPfP5A?0>gn3O;Jv0c13<9nrsXRDYl_P0ahiKh8SV+Gj&)tuN$jK?FeUw9cq%n{Ay^ z@tMoG?g>|3o-0k45)5MxGkGke4Au`Wn{cUrSNDdQtoDfqI|83)O?O&fOO!fke68bO zm%MGhTbr?a8TEGP(wl>L=F_L{M%`dHH|VYuk_hzY66L0CD*xlt^nxUNlyq;An&4J# zND&#|D~=y8r+&VeIeh)yVyjAE7wMa6n+kCFAmV4vsj0B z-mw--`pFm9*M|m&B>R6aU6J1Py|C10zmQDpi@v$~6_oCqRC}=%NdUJ~O*TZ7zKmt@ z!R7m@T3t(wSe~c&<4;;mj=9RzjsxP>_t_sVUnWzhXu9dFX=YB zDEIj*Q|Vt2Y3)STQUlz^wu^Eekv)QX))tTO^n5i%nc->k(Ow)VsKtZJtZu6yxXlJR z+#$er=>XXheBVw*S$xPErPVPD8Fg(J34i#F{i9U;fNS#o)TL>;JXYyAakB2W zZ^!F?0D@)fD|e=y-u`mQ)V7qCV#j7-JzNM6d@BKBpk;w^S^Kz758w0q4BB@s`A3p zw}QXAIWvlP)4JNkgKaD~?$*2=*QeoJPL%jGJ@4P`ugo;KEYoTJacD{5!TsxT^z3xF z%}vUw$~xO2+LyPicF}BEO(QG-HO#z}x<`Zmsi^ZV35zMeXCxQgF*+!6^Q3xO981h| z)iX4J(`gMpbt#aA%Ny3!E=#T-aXa{LWPzG}*bqd=G5;Xsl(yDA46eu&S+7Uy!6uHr znx760-*d0Z`V9?F!G)eaq zwPZ^nAH5e@2^ZFX^|5}L`Fou9Nf)uS>D`~<&)asL80mc8rjUPuhNe?iXUXHJW<#-b z@<-IFnf9kvH7l41=|@paxMq51TBrEy){ES?LlZ8m2*5%OtZHMSLm^44$p&MM0{2G! ztHpB~a?zX+NqJy0b(>x%koQYrLQ3G@O+-=hr>5T~s9=3<62Bj1adz~A1nuK)xKG?~ zPL`e6AA0~F-lAT}H@$kks;4@4IkZ~N_a{{5s=;OXC+2U|=>UF+Tv|2%2qSHcPRNrR zvARQU9`BW1U`dt#+A%&X(y*^U3z;Do?QBLgqy>jU2c*KKFYOm5Iv_CwE1DdqKh@`HO<-*iTN@UfJ6ZfV#nXa&)_XZ(L$+lYW)~T zpIL)uCmhv!EEuy*!d8i})rmt30uh2KjHrUaIdI2~qZW&XYQ}%x6=z()tvYqfkH#52 z&?9~3$!L7}_QWhh-SfEBd6iizf!PP+d*|t;xR)^*M>T&vDBD8v!^LM#kDKv*>I5hN zU_{!zu22urN;tuWL(ryDr)Kt;bPiCjD=C|x5d^d12hm_8dN2Yqf6Fq9gpN84V3;9> zPDCg4=@DyuQR|4ceAu%$`U|SSSIfRmTnFU`PgsS^)&$0eS*%1Q^fq#RX@C{uHF7V3 zpZg51RV`hZjqMc70n#zZJDQO{BgM`>eY#_w_SId#vE%y!fkt&Es^vAV+s*XUaR|Xm zc%;vr^JZJI8ZoY2OSpU6{2g%O#OuZ+Q-jN*;oal3j|f5WSH2B#K||;An_z9 z0KwXTBU|05ZYKml*APIJ#f(_qY^Q4(E0@{-82vb=)?|5I0HNX{^0n+44g>7Ga?Sqf zto#>m4x*-r_<6f`Eo=8|FcwFh%0Xh|8VdRU>r|L!>T%oi00~6nL?gH`g4zUxaMMwX zI9WNl((gF^*!oNF&(6+sUYN8}+r%e zt$UKuD7g_FjGM8zaY%jDaEiRpTxJs%Xi7=C1m#r^)ppgfB_&$K4E{wHGrDmEMva*?hEuF z*^QKKJ*RYaBa)Mo*KXY!4+74Y$5METQ&3O=2wQtCIi7?t;Q(^U=>dX58nFj#3GpGS zpd3@-7&m)WcRo)I(;sxe!9NiQB}&RrdR_p zadCaQ;vs@?rVY;2ec;Azg||vVm;!{&olOaC>&;5851F|?A3ms6hk^7@1Uuyp9fd6gXr%L#larU=GlWBc%!m?;08p5G zNyT^*BPqbtOz&eXmspr`9X+aw)2k7A{|T}mQ?bWXY|YAMvE%c(PE3mN>z;hwj{doq zlC(eR85##&HLX;jF?rvFR-Gejg2*v=M3SF_kVe>w2eitfK$AH?ikTGMuZ2XtCOljIc^`jXzC_K+3^+;=a-|K|8lz=Q~ESH!e<^C%7kk zH)^82Agv3HW6KlJYvm;ii94#Aofwm?kg}lBc~nP{kEYfA`gfM))+s_BJ+cXJfw|C1 zI;Sktb{1B>@BtB3wU};=X<9i;4I{V9C^9zlg2&?0#TrM&LqE98<8M`45a*(4^_Rb* zbk9t`{PwpF;6K{NQuD7mVBJ8}E}~25A%xVDwe?x|{j)8C2_BO3cJ*oJ`%!2tR%E?+ z))xBKPDGd**oehYWA}NPFwc%1$GuW<;Pf_+u$xd06xV1<;1&z||1;^^7I|3ycL->{ ztca$U`gEh6g*OGmTTJmQwGhPjej?t z)!oQ^Z`=Ru=>+mLRr3}s-yX6mKWg=S`ab4pd)_fC{Pv~d+MBjUgw+_xakJ;JZ11~b zGaRdKjDP+9ZEs}rV6LBb_6x)wfe4e$zO@UeJwMX*)V#2pyo3%i*0t}eag)UDwdlL| z|8#hwVI3uu=Y15V4W3nOPVc`u!^TTYq^vJGt-@tz9l%T##N|u|HsU>Gy#GmBK!rj+ zZd#%0)NM9?Gz;%a!N%mOpKY_YnWYFgwlT0S^T(}~Sf)`?OVQ#+UquP`iSldO^K=EZ)?b#yqPl-*tkfh zRkFLfI{Z3^`OW?$NlHtnkgtSrnfhW4XHVY?QYGRt<I@J<^QK6{1V=|WPwvYVBFSk%a;$lh8#u$ z$2&C`Ty?}MlO}|LU>9IHo9Xt=zPoc7@r&8V8h_WueKw11J!I>irl<@r{eG3BS%kdw*k%GTsIBQmpHm+dA&4xrA$@BgrV^gDR@-${V zuyG=a|8ZBt8MKn7hW6BeQsdZ`0%Taegil`@=YDqIUsrr9J+u1nQkr0F{>VTz?{Zl1 zub}$?j5qLk&18_p7h?}8ax)#P{*CtJP6et_ zPG*HBPDz(&)qFwo0RCiPg|Y3*?SEUBh1_k2#Qp}YRUcfMDY3s%E@YR(4DL?J3tT99 z%HTVg3lp}{n%Hulo?oB#>|&=y6Dr58K4=D)s^n#K@c9|bM>4~&UvyXHtfYmu0z((g zV^B&8E)RWc1GF|H_2CU$Bllife?;**Hw4WfOoIHnRuZ$t-p8|l9+AV>$ulT9%(xKk zVXWEItl1j1rpnhgO1A8@9!0Fiw7pK6hz~#h^Tc5wZuvWWD%ntgiv)3*iIRZw+Xy6M ztCqIAl*S8DnGYw@4#(c_uM+;W1V8A+v?_l+4VcA$#5hl+an4hv)J5~c1ctxu9O?7c z(+K&-m$JP_71YLTX&2z6fBo1LiIsOTIi&-NYHA zI3MQ=1Tu#V>2y~#V|RP&^{#tbT)T3(VQQ3|x3Xz zc9XH|UxgH4i4aRQ4TQY@em6(P_%Z%z??(tL*J;osZat^`9eoB76yQ@q_dC zUUqLHZM(?>K92)r-L{yxXuAE)V$`c$4m|hf5eq8w!9?1Uzwf*ScSkS04#>7;gZ}&y z185`l$s47?-30eag;7I^`Bk*goxEQkvwIX!H`=iR5~p9s>Xp{(=e zUqGM1?z1k_d?57V`0KgXe*fp9*ENnA$%1he0v(ygkulZ7R1A3FL+F*ik6{Jv1EL`O z`j#T(n9}(u=ud~=U!5hTb-FM?0=g=gXnP2M;>?JWk3KpqynpxnTV2PT?+}sPIU!n` zrID6Slc*tb?#>z7<#V6*KnjkbF*WG>W)DO&^FIq)XWfS$jKiY?RDnERK7n3W9cFyk zixyZ4K&4Vr6X*E1|A9dSYRhrPi&sVVelq|-iwB87o#JA7&rF`42(x(+5-*RXAtTyF++|a|4Zv? zAG^3*l$G_W>Q&@e+hlJ4eVYqAvJJCA-8Gr1kwg6=~-D-MLrsoF)1Qo*9?L>_hD9Hnmp+ykpWpDo>!zB#!*?4OV!PutUKMQ1G; z@Nk_b+t)p<{$)e8NYjs{cj7`6mS{>Cd`*0TgTuB35F}t4>o5 z;w7M9!KR(>8ncZF?2BJL=)m`$+2E70^_b7Fp82e3Pu%>vDiHdw_BN4qcH;m&>46Os za(7D*6=l^p`X)o1dxMHS7^>?~h$9U!2K(^QqmdH70Fh50Gz>mO>HZ<1UAYvD%1B*; zWwt<gO%3PAlw6mR$foF5%P*!GZ+ zhjZ5OUwMHUz8;K+5N#U}iP3@uOq}R3h%gsDhRDHmFIlpqp7;v$zbMH#W~sk17JX+9 zIK9M0&o9f5cc?Uz*&;ZVv{nict%bJs%c{EnZg|Pt`P=Zy>o+(~RRv=@k*^EOtOoKD zwM}*RLGwHb4o-0Y@xA7K=-l%_nrPTd{-RM`Saq*|{`W~U$CG!jqh>k}Se#3^I>qDi zt;Q@AFb6%1S*V=yZSwi&pOCl!;Uf1b@%sJbF4Z^z$_>}*bOG4GGUMF8_msM7k^YAj-?M9; zO)zLFJbkQbg2oT04RdpHUW9S7&&hO{CcshX9~`U|g$J0OJBQ+`SJW$VH&fs|eeTBq z4P1;%vm`8liP)tIEM*PO0X&zN4>}j0RZ>w=2VpFl)ZVc?ct1R`OuzWTd~>Wtl$5FY zopy(@Sra=H4e;24P|vGeF_-6C?^tp#lu=5ywn+7x_V3@ncGIR9=q@yw7$~*X11Ta$ zy`MdchV~G$fmqlNDqPZoiV0t&1R^mO0e&qr^9~5loMn#dcpK~JpnOVFIZ(GvL2SZC z{LC3=wrJ3cqO42V+#l565H7p_{ zU;sJN->%rwZ~!8SYRDGM0dF-5!CLk+)DwFppyfQDR%`)Khp{xX=!4zi-5qZS`B~f_ zWZ_#LT%o4~`GDO)*IKnkTKEM(lUM+D_)yGh)u4e_xO6E7W@-c^Yp+#-I0B2i8V;K5 zY;2qY0`gEjRRT$5lK?zcW#afpb=$N6$+J#wOTSJ)sgMlc!zkRCKEx+NP;F^nxl#j@ z)=5}jEvPmTLvWJXJ{~K38@?VaR0yq>M)MVQQLH>0f^`LHm&jkv4)}Q!V2z zMASh!q2&GhEC2TotZ7KrabtCyHZ|}4rhsFuWT4X`;ue_Q;W4rNYQh zbde@MO$l9;uIKfbwfEWUtbNWpYn|htv1X;;@Av(EKF{-hp6C63KOAi{<;8O6;XTqY z&6)d6pG*6(#kWz9w&Bwp$4MQiu5JVIF*G9L#*3H$1WFcIhFKw_g)ZWYUv35Y!@23>VO0r*72QD@em7(r@J~Ix&a5Z@{HaB1*&6eFOw=r!{?U7d za3a0eZ-awvcI-&O755x&L7znVG=C%EKsuSLX8!fB^Ark&+2!}Ov>KnD>eBTLE`Sjf zO|L^l4p$zZaKdFspGK*f&_Bg5NIDVF16ppGJJ?>X*nR-%)%R@nlt*&m!iD>pzE_2` zBRm3ZudYOTJ$n0W!}cJr$gBBZx8&@SM#{V67N%a(Q|(u!?V4@K+nzu8m^FtUU8Kdj zSKQ7(Xq0(}zQlp#+_i>~gM18S_JB8nujWV7CkoJBPXpPZ=-UGa0%25*2s!xMZ(nX3 z`e0k7PfKwgoxeaB{b6f*OJ+UO3^@q(cs&n%*xg#K7ehUR`>Xb~cN3QK68+kAYVppW zirvjNvFx$x+*WAxXjIc^^^$kho)3PcJk2sEhs7V!7q+Z1n3LSG&>^3NWCj7+XL!|x z1cNl?&@pqIkwc86Q9F&dc(XNSSzIIY*e zT`RN2$%4xq@>^@zM)}3sP>4dNyFAPuc=-nd=X=X>ak-84D%7yJ6C*Z#wFwHowh*d` z2+@Uni2g3F5#!Vz8u_S{d+_)(c9V320daE?hjX>EN2*(d>nH8_(TQH#D{-X8ZFvvEpI<3 z-Eh&3-EMEH%?7G|MZZhZFJ%8ROp;pZ#ZA=LH^(0>h6N5y?k8#HJK~yC7Zx~Xt{pmr z(0tyCWx9G=f8@*iojty7sH*yJ5`%2~V z;Nn|sCHa(Jg!@#OoZIyD*);ad*A1#mc?yE7gsJlJVn)=6AmeB2e z3yE|x;_2|a$64_A7Y&Uf-G=guX9wpTs@$r?t}OZUpZ`oyPzdP+GFTbvzU|M<6^e=N zT_O=~H9+uG;UGX*@b6 zVrG!S$|cB96<-Uo<7ghh59fc^YmQHTdN#^$HP5OHC9xF(asUOhTym^sF#dmLV2hgBaK(T#K-)?Q4`Ueb@HsAbyHy=1UB0|exYsEdM+G#rWT1R9sB8m^9 z;mHKmDtvw25(A5Wn!R)OzvB$f_;Ziei`*9vyHgFf^&YPqT5@=qL8iG}&DWQQbWE&~ zOu;pYOEv?=VdSb??_d4y9+l;erCPyWDCz&TQ*F*Z*hP3E<}V#@u?*c>q!TW-QtUzWw$stS6Br9CnNDTx&8qV$9uZ zJVXh5Zu{*u@WMMm7+JgS73NnS3|Op#n5E|V-+|a5fGyG%rHZXX zwJ<`D&FOwV|7`H$Yd@s9Esb_7eXEJ-B2prE7Di$FwPQ72*|68kFjMwzDW3U{JVFHh z741eOK(h(cUqQ?Igk4lGjOa3(6^hdapwva>&~b;kMQLBw1P14*? zu3X2F-EVgvh&JsV$?oAa55q<2`6p{@vR~DhAd|^@GS!jep4RRbfDi z<^6=Sy7rmfA^B{kC`&4LUSejJkha@amY5049!6vMn%-YD%!Pm|CEK=s0Ju19x;1KF zac!(SS2Lq?a?ws;gJ%Y1%vgm;1Nhd?;_PD6>6bI5wZg5`5yVLsL$pV1Ks+U!?YVwy zsa2H-m)fXi76tZZHueJh0`(Yj}>I+Lt%imgiFhxTv=f)bVroON+IFBN@CclWcadaIKcBk8v!w2L?lwtE9s2JTLi zac?Vw;ai5)GSpuQcsCKKqK|ys+9PA=!8tbt``hlU3msmW0#6psd;IJ$(zb+PnQ#fS zzOIe=zk8`k`}GYM9jV_XknSp;GT4_2T-X7S0U*~VFr*cgawku*Xv^P#Nf`RvWxjuo z`^+PW!L~;j@`YP2#$|Rq8l<>QEnO65(%0R>Srk$M_%4x~91oy{?_P%6XtIBwpJD~< z<4C_w$4i@T&4cG4ICr{#Z}*b+OD;9@GYhc3{Yyd)IJnM)* z>SlDX0+aD-+l=R@UU05!Q47UPQBO6VNj6@IoClPz+Z4Am+N&CxGxZ$!@})_D&+)1{ z53r2Dz2d03_VPgFMbDo-k1wWq=h)hUSd0fFEiiJ?;19>mo zpN%2nmiuw7>{8N`lkXfO2#hTN$$f3Q9q{I zLpr;r9=v5{XpcY{9Z0K~C zOUE2|?{AM=A4`j(-){LRdQv}5t4 z88|SmBfkmPxkPfNRfm-o+Ni_Prd4LT3W4ixxWnh+4mBU?(e9sI<)ud zzFyC=1l!lccWZ0w(0so#D;q_KeEd2OXq3h42-tHxFDx2mi_^%kFcHPBPIWnj*z*qV zBXufO14WT+#MY@Sq0cmF@}MC@5K4qp`LrxMw>B-QFxYB)#r?+AvhsB_V({50!z!%x z`nX_A$2GUp-j38u4_p)1Ir$#NZm7Fng8l|_3@YTKK(pyQi|u`y55?3)q#vYg{o#AV zlUP=wyEb+C+@97WfO^_AlX9jM+QrAQsC^!#>g&d-66wj^fkl-4Bsjcp_x26J$Vv<% z1mcOtob+WHLhE5-?4zkiqp5tKNRJT9mIUI&te)ziX@KsK=*C8j8pm)=Cu15=n${9? z2I{^!M2edbtVEsL)2YnLe9|SH6Zf4|L)r>NP(R)FQ>RnFX2V#Z0Al^+X-b3vW*q){ zQT^a(RhV!hFE>{aBEf*CInc%*>8D?%e_s#ZsJgnR<7uq=%oN6+m)gDxs!>XWK|FQYaZ}cB(>DU-TCs0?RXC6j_Xmh{ICU2aN<~g2rwyvbhHi>0& z3tx8O^??{9d9r({Y5)ZN!eu^!UHL4r=g%)EXtj4pV@TW9_#=c5tx7?`5rBR8zWDK&afOSW6H#k`MoT31;Ca_GNS=6#OqH=~^sB&#x$+$4Bz5%kA zJ~;3VgndXRvbWPnv3+S$Oc;VvKlG%Yrgsq%&B{3YR$q0K)y}vcQ0)H$vB^CPjVr$Kd18FtV;|h z{7efxocyygrQ0*B>!fx)y^1^3N&0E}HpyhSkhtW^>h8xgJG-j;60j4FMakNUGeTiT z6=KCQ&I3o#+S|Kx{AJaEOgfX+Ud849Ee8}>+tBjxC^k^0CP&VKfHYnq(vwN)VGLU+ zeZeF`NwTVX%(c)~u(P6>^603n>z-IftPGzW{ zrzc3+8_i0QE-o>5=?u76dMHD4Z{`|CKHWvwK5AQ;zTCydrTk5W%D(3*dDE}2t6GO1 zAJ;q9z29%}3B#ifG-!750ODJFk%m1%farWPB)O?!02yRQmp0DlNApOP0?Tf$1GhZQKSd4OBMxx7=PNXub zxAkufM&cUdDqs1vd{>PSZS-w!c08}+#N!r62sZV`Pp=6RaMRnSueePG;la)*>rT6T z=PdCt!H?VSy+RBYlCE95HXQ)b(;S{T4wlPl>J(sBpAx>GRQZeKbS zFC}YmswCq&4*}s286~6r{@}7m#w=!hq8!uLu?U9@izwfh$E9#3JH>Jtq>MxncZaP7 zN!hd~BG`y`%D=mI%xV_Sl5&hk8M=JT^0wR0{Mu(p&a@g?3e+2`FnBME8r&NLm$tKW zdlWMG1Dc6nhZE3Ie(f-uwWma*Tliqw;Q7?>%lR3pd-a2~(5w`D25a_v=ZUs$vkhO* z5Rx|IgEL4S1GLBCqj4>T8O|;8+5C_fVBc_EU{3Vdf>kNb#}A)4u~`-x5DSCe)zDa9 zfle!rSxnsYyBu9h$MoU7ofIFFoSk@9c>=|2@oO<4934D#=$&zTdL>UdaWCkC+U#7a z+SO6B4>;xR?Y&o7(zng!6r|a*Ltip0skq0>mv3i!&$`;2CzzAStKm#Pf>1vNE6Nq? zW?`f^g?q4x)s)%ter{b@zi2%hI>BiU59U<=6a5s0fhQ_ivNHqJAJOYmP*4z{T`Mj| z&+ilX0XnS3j7WHZmF4^uX;Gy$bc?2M&3v_C+=K~vF;?+mw|-pqel1sfhJd!3jQ_+t z&+oI;%W3gPr0@p!!GN81=KzabN5em5?-9cjY<8H`HlDU|I=2-d{5w1Nq<>H6s#uxh zs-P`SW{r-H*2bMf$^R)5-LijgOO%L@8H@Rt@MS%Gv-;IrYID&$_OHZUL$0<*>k|um z_5ATNo4i;$C!PwZ%lpHvMgV>h+=E|)LzMjsLxtxWEb_5%b-iH6zIJ={-0?6@%Mgkt zf;bR1Z9Q)65vN^W>fd`2zZ5mtC|Fu$o8wKrnskymdSUiX8YOMu?M`n^-pgNLi%B~m q`j+-`90s=XspRah%sfWyRAQsTrs#C@40{%1EnFP^_$= zpjZ*LZVmpA?b?KH{6oa<w{`V7yEp3ds*-lk!;!~)sWHfClD0a}2zbK8vs_*V1wsFwt_devaa9V z!<9UBKUw$fgME9Q!z6B8b4~a-e)9Z$c6mF?PhP&M!wF8;ddfMT%SF;MyKRN``;_{{2XN(6hs#p`jdf)S_ZyshOPQ`HS?(Gsf~-cSzeG zmzV9}=^YvhnemjryXV-o%5;khyLa#AIdUXiIb8CcS^X2&#Tj<>-qsJc?vyLnD5n_6 zmX?+lg-J;0IE}0h60|J0YSPYjDt^wX8l#gVJ~=trRUWeI=FOW2G!kT*(k%jx=&$*^ zIA?i(U`95!Wzp5hFZ`rbiqN^;(ul}u0s%5MA z1w#X6>&H{aAfVCALOL z@cQqc&kvqcT=*;L6A(aOS66pDH|yp^|29F(mad+%py}yp9;_6bg8$30pOW{e&%U`R zOug;E_>mwkM9Bkl8AmK;n45KHLG0bJ%5W)%nNe1JU(ZleMro+nE`5Fd#rd%cmb|g7 zn^V8=EO_FY_;X%Zy3xs@3oY5s@td>{Y9w5)OVBjA+H`j<&6U<{F?>M5_wU}_-~6`H z(n_8`ztgfcySpq%aIpEK-*EQarVAG?B#u3%x2W_k2f~Y@|x@Ggf&kYinl9mQUw3HP1#X z?$JopdSSjxPfyRE&v=u1yvEnu+&fM)qu*oB?iaB5@mk%TWUCZkWTgDl+ji_Y9j}qN zljkx8B_-vmwQKctbx+*5A@p})ifNaCdE3C-9L3T3U%#&W{P}YypV0=vt3N+uw-ESN zZJ#N%(o7@y41VUg>MZ=-c0jFC^J=!!42SYd3W~YOq3VX~gAGSoa$ISSfAc+LA3FT& zm(0v)w|!`smQtwbcgIl8uuV+j3TdXb=acnTBYIiI#X}3dm{RTfR7`8*UKreJ$+SOM z8-LC?@BT(n*TvwUA8g0Q`&1Wa2e{)j5(C5Ov$?fD$=svfMjnh^DU{{tQ94ysRYoz# z{Mm_t*mG~Sqc#O-G!MUj|K84T3trTH)1F_gITDEb)5wF{w-*%qu=h286hzdDRII0= zDJ(1VWOAMNmiIdxE72xw)3xqWrkyU5O5arnTv%G_5h?FC zid}2@zX+A^|wxYF&@#&Ux$NKZRcWY-(T|( zziic6uu)P^1aIh3-++phX9;A}N)*Pm- zTerGQx4YY=_4ZXqJB@tZA?i5(08e2vIjD&pQo3@5qasYgcz$}MtK`MwWc|XZ4}uc> zzgx1tC0@w5<)-~>JW#?_d~tE{#?6~s85l~MGAtdY|1euLrLS(Q*Kt*^_i6BwSS<41 zf0~DvSFgZ>{*%MleI(qmj<4(QZ=labCV7u-&1_;NWpm-#A1*f;zO`%J4RTED5(2tD z#6|l4Y;NwWf6L_S>w7$Ruzoc)-AgI=P3Aw}A1NMd&369Q>iW0r7UfDFKE9PN5ibck zIidGA?pkqWqJdRgU&wm1;vn7_@w<{r?DNCe?2NRuT48goll+?X?!D1nABVFetlD!a zN(1=Z@2p;5m0~E5Z2cLh6ld>bV2Qk3ZJc@|!c9?8k;32KzcS72T$DnwY_ONTSyYIQVCD{*Xh>D8VNHCpzyxp*~ zz?1IqMgQsP8v^DHFRjaw?9ZndP(A%~y8>zH_2Q+Zj11%7KR?{KapMoZ$1X#jRK{6W zKn-srY@yQR08Wf-XuPBLG!~>U?jsgUmxgEkl9&2(A!(coii_qGtGHEX)nKN&F7{j zQuL0#2x-8N9pSBVX|k+;vxj21HK+a;v-*J-3>A*O-~5yYe%f@Gd`~m0KbpbH%lnMq ztd4@mv?hkd%l7*9wQW_A@;KI_WfK(GP3?s*ieK)m#)+iy+$E^t`jpq8X!DN@%dj^o zl>N2wr}6Y@=|O>kqhELEP*}~38hSb-MYD;EGuqnP-lt)Dlll|2BKqSQ0$(a6s465M z992E=qS&SR<8|(0+Y4!?_fP|X5#E_MKEo45#YSuJ-+p#@Bg0YUiclwOP6$5?yQK8Es7PjF?J=Y^Wts{>ettuIT4~5J!DgS36ID~&7Oz`wZ9R8u zthZvNa>S{PTwGjsp%*gkOdf4J===K`6{&_fETZd~#pCd3eEJ0&6ciNxjEzMgkD&ZZ zH%B;4|7kaw=blYOX&{Q)e|+RF&(=iEAs$P{wVIlg$%^P#AO>*Tml zXqj8nN{vN1ufft)rq8Nb(J9% z=Qau|sX%q$zSzaT`IK`~eVP|UM%J=%dKxIp4*#*Dp`pQxdV70c{9toW+9_aDKRj?Ya)L^OOb&@&Ku&?7K_YhGpt^b0^YkG*Ac~hcd~N z?L$LneAvza?>*LNDB=L5s(W+k8)|1?UE(er>gOD1@2uI#z+>4W`ee88t4+pn-H+AO zDA`$9q{Rl(563mesZvXuw70c=Mv@V-?|<$n@CVS!_{#J(M}ybK8h-g(GqPO&ihupS zK`xT_lGslsUVi>al}I@*o$TF8N=n+FZk)iL`Z!4)$NRpl0^)kbPS zRcpW2jF~?=kbSsPcfr)|oa}}=! zdwZkD=27}=@yL7I>03%)271yfE8X%9kb7|;GPJF%wN;|H^I4PM^FV$xK#~=o%R`P; zf6w$tO-nOuNYbSsC+O+Zr(PNvsi}NV|Cqa|$on*B-Sl&(VRCsVKw^5I19?Cubu~4$ zlsR=~{#ew8WJIrLVw@*?-#-T6?1@ILEU5-!cRyXkWV9J_w_>*F20bHh2k zSS$v4!+ZDdr|9Ob>90$SXKa~AltjhOdk|RVFxu6QxH@Xt61;xLVG1g~H%uaS54f|Z z_kCsk^o-ZOUyXXl;nMhXZ(~%WHyu3prsjOl0M3nh%cp=%dqn=!p3~{;b`(d-5YJwi zyg-4HNOx4qrl zfIcovmYe%6%QuaMmiL*Nrb9QUeuvB&(<}FsypT6BGmBT_pz9Co1}r*2*$u>{V*PdL zfGbpuak)*$pvP1)D)m1BxX+;)g*5hTYPePPy_IhE{HVNuWlL#+=PsY!=@xo=xd_Ps z)CHu3{Ra+EBXv*z^a)BE=CPfkmV)J!!p|MBi2A|%>uvg^gcb2h&!nE@B2 zs-w^Lm>Ep1AT$7)L&f^aKQ%U1Rxi

|Kh76ZvQH&54RMhDjHD>NAX=L>YR~aVG`^ z>MX{PNIX_g=~ZxGM&Ck|Xa~Kb$c3gbEqtz69(UrJ|Kru{w6geEZSVhHn@l2Q?)mLE ze_kfZ)xO(_Or~tQS;P%ua|W=c(s}@ zXGqnOf7b#vcP&Jjc3#@z5)IBuF_ztR7qW|x45aSfzRi?pz_MGqx>w*fNo7nk$8I@B5mJgIzYi(?7uw!&Oe;Y^Oj)OTE`Yto$ zhXdhJtJv&!EiS6u;-WI~EZj8*GfOSmWPX)P-7Hy1(xl+M+B0hRqMb_NW(@A@k8f(6Kmb6PIG4O?0Mgt-5;%ST$$ ziX;Df^uas}Ya02buA91xWO;e(@22^-r3F(d%kW<9x-LzUC+#`@OGz`wGhGDozW+Pe zFpxk;KHR2#@dd07jJ52AZ7BjL#PzbmDe|igi;3c4q61Cy?|JHM6>j-5Lz%F8Li$YsF&rV3+dB)E4v35)4xht{X=Pd@Xlcw}r${p863 zu5hx+8|*E8=lsI+u+}%V1{LeZhrV3_gnjq=TbU2vL&JhSMn-FSWlT(!XUk^C zs=5>u71_AB0?;K|O#bPioaThKo0U_8Erl!o_SWd1l)ZyzS{h1Y=s}xrAg->ZrFH4a zZZ(~ip`oFFJZmKK1d4&DfZFbkj$6LI=Jos5$cSUyt_#aK#B|D&_J*XifQHFE*&w!7 z-ep;7Y3Z$<&NijlRU4>RfON;5ifdfp>02JzVsM zu^R1lf=Nj?QRmT+i0R%GFr-IA&OqrrG}P_zemmCG)U@X(*`4Q-SZNF^pXE!=^&MI7 z?=H_$YYMjM12T3MgK9q0_3PKE?pC|(z;5N`d`g~2GL_J3`?XkFSRBdHd+0feoucVs z@8nzkhFwTz8*@*Xb-0veVwN7?rA|J?PB8C7);iKT`OMFz*UQk*&^Wrdh$pVcO>2AG zyZf5BNUoPTyH&c->!QvUj-jqqBofE!npe(_bf^NFYNT3z_WE$y%I|IKz`jF=7$W{o zh+C`e-7DG}-?D5Qx%?Dd{v)RGoQ-W}=CA)a3Dr+lP?R4}Yq|6r``a$vC3L*u)Q~ zG$FMB7eG+?5-NXX^ystH!+1anks#M=clgzmM_YL2Tjj*>u5(kP_TnbbxaVj7t^h%G zq{zt{+~l7AZD#^Ay3GUicH?yvb?MS2&Hejtd>uz$9JkY%fs>Qd?o--9ZI^I7xKq;D zRzB4LbVEZ!O$Dc7M)Q*Bd$4vCb>YH=*k9J~Z<1ywGBWZK`W_BDK0Ip~wXAZy!J#?7 z0?{esI-t`(_Tj?;VAS<%)~q3X37~mMZVc|>b{NfV8u{($yXmQ!sh>IY&4Biky!M!9^|Ft-KHr#u5 z${cCusbj|y!-A91r@rFG1Y~5i@4J8e_)+HKAFKXhuu2-!W50gaD9^Y5_;`mb&b-TpGW7=xYQ4vv53+oMH zgIq~#Yiq>y>z6;?*={*C+P~w%&{}NzxZ$aw47Wvutdl6KsIq^@30`xptVedb4G}cO zfs+#xDyF7ov<|1lmNV_ZiNIM-h@Vl%%AjleMvt zQ7(EnHFfnL@=S-+M0iz6!Q)tVaCz;T;}%yHG+*f#gx&jl{He9?7Z$W=FR?H(r@n~0 z^w;k_Qzk#ImY$wYOLca3nps!~9+LwHOdZM8x$ij^7Z|*25z1BkmzT0~gf0H{s9A+n zo&5Lf7)x#Ceca531GjwdY(Hy(hwn7ar|3?XXYk;2P4D>O{d%+H_FpE<%(j*JtS~h- zrGho?2L&z&3xe#opffR8Sx5Lx4?Qx6lG*p+;I;brr4ytrz0L<)&;GqnDf3-_s21we*y zT)v92vbuUXwUUEF_oX6w*`x7t40hR-59O_u)6t#nAKrdQOY3r8-ju1{N;Zzwy5Aq~ zU?;lFNlRbJH9$In3+Pev;35_hVO)45J-mx}bKi>v@IRSE!g6e{j~R-aV8sIJi+qP* zqE$J2;#kv(HPpf{Ix@yhHxgKO4#qf1Bgwpo*R?j~GzU|>|51YmJg z_A=VRchV|1wASNEL~7C@-B$cO@9OFo78ch2k5dl+AE+j%;69p>QL;y;Z}B=sQEaz9 zdTHRUL<0nLzhNU11@o8b@nIR~9|u4vRDdr~S63(XquBMQKT?s9qN1_kmztUtz&zgG z-X{w;GhVuP@7~GAf1>-S@zK%M`6jyCApGFhGBPq3Z{FEr&4e8&clNuHrs8G=i#+aA zUmje#a)p+KmDT*rndL~XR|5hzi=VZ$1nH47V*78PVT<+SM~|d!tJk73mseIUdG7wN z66|Zwzzj;s$K3A;X&{G`7A(UEE0R4tAfP?PlaXUJD<*+Q2y?hJ{k9Lx;c%9XyLvo?$0h>Z;b z_f+}$^J;K?5+h0+Pe9UJ;>I%c9`YazBjV$)DSC`0INs8 zKwU8UF|Is6v+Dcz?|pU2OHZFZoeM@4n28qKySAYr`sQ?3xH3K@{%0G%R9#&i;g(TP z%`7diK&nXcoct3Q67m8NNyg&kvca}8K9BJs-J&!9wWK}!PN4Hou?c4LlsX=<@*`zD za#P}je_x*+DO^w`qFQ`VPq}${x!lW8z|2pbI>GO%pJVb|Wni|oz2eGme7nWpA0O+r z$7|@9F6{!L#J%n0YM@7^R8zkm=u!sH-M4|TIrqDBZ+}?<2s+k-w`EBxTe)tX#Q1m1 zGiS0t%g*6_$tZ|B+(!7R^0#jpU-+}W00B%yGO8RDNuJePb_ho0pFiuQ&OtHb1j)Yp z^l5R_qySUz$-NumXbIh!=iGZJdO*b7QGPqtr$_6*MrZsGCmJ0yUrF)n_61<}!zyR1 ztE*8o=qNXLcME_a$`{X7EBz}tL9O>^zZG*l_ZastDA-2iOYnlD!)<(!f^Ob#Y-rGx z-_rNv$A*Xdx6tn@^hlC2dg=?fl#Cn&YM7Mc+WW^g5;&|iYd&sw@$(ig18pIvEtyQ&8BdL7PQu>g(BYv#+l#UEw%3c-+q#@1*GtHKcuK zTGra_nvjnyUFo9=34yc&q{5TV!l=k;0x;s-_>i$kjZR*9xe8UDvhRk~+(X@mh8&Pt z)j{PQidTpoo=Q--xWvQ5qkkCOF2%n!)uZw%Beu*dR21E8AK<{iu&}DaHt!HLFYoE? zsJ@m$sU=I6{HgOex}Y=$Y6>{8)Ov|2F;dgA`ik-@K9 z^G`J{hX{D}@#C#iW4}TG%t+gW=yNUI!yU2e8WB-^eJQ-`kc}yd+!9(^Xm+gqO4d0E zN1*t%|M=mL-UcLV`L}QDa!ku!WgC~Q1S)_&)$O5P4pc`&0pB`J3;PV`=1M~~J8olo z@}!vD=_cP8DN`f`c3e5?QoPYRNMIER>C`d}b@e3_v|I+NsmOUFQi&rri|0SnKlHDm zef|~KCq=g5@W5h|xs#L%zk6Wen;uy+t6y6i1TcON|2jH3T}EOu`g&N^1?$2g+3E_J zu3t0vCCKC2q`k}^z>xE9KSLL>Dhbv1Dy|QK{Vvp|*XHM!hmaS_q43l`J!cu~1rC*R z+B1Rtk_Ukt%c;}f@ceZcZvc333v^+(q|GmXC`At@sv96k@+a_Q-l;}O0-}Gk{RT#g zxOtOd#flaEr;NV-+_?Je*|SL6L?VR38R{~P53bA9-FzTkVNFFv#bjm)9x3GuWLV^N zJ@OCYZ=2W3^+>07=KnFyuloa8a zkryi_CVLaKp&mp}&q2B&QGq-gGwl&!)9!KxrSWP%{Op_j+iOtftw_CTPy}F!Q}W_DckUeF>#+ssH8eDcbl3SZXp6Pa zWDnPexSha&Y$N020U;sGh|_ynS#uWs0OY%45S!(RqwJU4(0yef7_-T2UzQnOphu97uK1}o@ z^se>x9cUw7z#~zM7XI^ttTI3|s=mdUg@{A=q zFoQ={jHm{A=YJVOG3Er$P(es`3=W3ku6^>BuUfUrbM{}O!811*Nz>BMctwvN$Gw4( zAQ5X|QS(625N?H6?z9Rt;<_geC)O&st;Ef|g7o72Fd18)aw^s2|G4Na;^9lADSu_e zr<8qjgfUFDE0}?$w(1rNBFT2pc7GH<8to z?dTnMIR9XIa{B9Kpqmbql=|pbx*`|7R$H0z$XL*M&-~UnjZzDl{}t*uDC(3| z2mai+=Ih4~AEH{u=Vm=(+eE@Wc@*7czhoO{{n;t1did}P)R!0N60Dw_g-w96(rc^^ z>Au)u$~1~-1ilY;+4i^O!Z1NU^-`LUZNq?A1);pwxC23%SzG(P4(B6e2$Q~ZdQ#N_ zyREguVOcHvzxTXm=IKl5M&BGQCbdSi<`mO; zlrGXa65?RXz3mbb2h&=6%X-!SH06Qz>p4F3NpxJtZ2{41NiTMPDc0|No<5OjwDpzT z06kI2OSZOGxZ~czJ9707*EK9e4f72D*xdvA+E)md+JOWmS*)rSVBXT9IPNX=bwm`ZIAax(8 zlX8le0N{2=UEi_|TnyAog1NCf@+zgQp@D81zmQT{u^`uoM5Qh5+uPe2887lG^!!cf z+Er&NL>TNoo|_mkU+6SV%ap)bg@G{agp+6)GxH1lr419%huhos8M>Ui!P+KF2SS^yX*Cr-JL;9!(@#@n*? zmk}JB27g|rXLbbcM&3;ZSps=^86#sw81MFW7{*w85QL-^hE0#Ozr=8a4htXs;h+2i z!vZFB4TKEIMbXYb{goZ2kEh7o*aZ@gw>&Wr_lK3>U1Rg7Ppcr#S0ZU2K_lbRSG(J$ zEVJ=&B#5PCL=q`i@k(C7XqY=t;_#q-fvli5OC0n5{_NsYmwt9qTVR|@)Xma^Os@_! zULCK<42xLo{hI5E4+p2U=I3T3(cd7~y+HHGC23S1yVbTf?I5qXaj{O?ARyfc5`0BN z0|$UrZDXSb{9?dJAX-^`eCCZ>!Vq3~sOP%hu*K3h`7d7=jQ1zO7(v`0XvUy)T_r4c zh*x25u8O0hbn%7ZYiI}Pk=N8o>9@BJnwW5llXqo8TRD+kqYN=9Q@XX$7V69sUmO= z`Qxg(5`5+=9vpw162AEn9ynU8Ish@^Aeft*BdAx>=xO3ed_7js9I=NbdIhvjNS8q< z-HoN!c(*Sn_zJeDx!G}3;tgS7U?66fo}vDKDE@cu@PY;OL(6pVM+mhSNRi|P%Rk+3 z-DW0a=B9p14Yn4o^7r=#Kl?1d6`lHTVvnOwM+|9RnL`Bj=%wlXn-Udd4`AMa^s}fO^=l0v8udk1vpPwQH0dY3cpl@o9IQ*< z=}QrY7`?tho&`Ouk$JFifucJ)biA85yikNkP?9S^2>{=#AtC_t9Dg-$Lm+QHtt!rG ziHg+Mn8PRUIw1VG22C+Sa1UB0LTjnOfJ2(oDfi~)=1yD%F`p3igzR}NZBxkwDKz{v zK0ZFD+e(e^7i$^_o-=Q|s$yzoYrB-cH|#Q~TRS4RJ!LAi(H?Wwa&mekn<2a)IXo?& z)@xm-=)M|#V+BwUAe+wTZ=x>IV!C@!M^PR#lZKc$R5PF1o+C_32A#RDjqiqEu0yRm z;Y2J}W9VDDVtqRx=dCT)TEq=Nl&y>uvxQg5fuAU9*OuJMC)uqnkg50q(-z zBV+YuW$Z7o>$l__cz`x3q!iFq2kyunG+*~_#uzabHS`JJR)>BNG6L}*p`AyH)HaZV zwG!Y!6-=JFnHllph4O4;k}`RAWKOWV6MZ^5Qsr8pAHoh{yJhHRal$2c6*;rpy%kV0 zDma%wbaI{qSf@=CeZ-fu@iMSfOQ^ojl28YikQed$ag1hh|wf504kk&4#H; z982S>@j!GA*g?Yalw2Q^kZz&%{*mJonWI@}6D)kcc*D{}_(w3@%Aa#gO>Io!@c}?u z0<>vmW5d*(efRFVsqx_)M^lpuqfXpoy{{?OPHOHBX__E;jdWHqgS4dwXQbxosc?Sy zdl>rE%Em@6Y`j^n7SN=d{a5f^L#iP@Pk*3`%U7<*cuqLJeD$gm?SrmcE64$}GiM|p zKLjo@J$-l$3IbD^8|lnp7bYfSVgVX%E2}A3j-bKaZEh`uNg2A+QsjG`Ol1&2ey9d$ z28gX}i}gFR-s-y(16eu5Haj}du-{M)b}1A$lnoU$ymd$%3SLvIkxB8CcDuPvaFwln z`yQ#=A0Jqbj*FIo#rM)B8bam+HxqRd*h38&$og6=qJY?#0pU8Qhs$1nNB_XggqR0?sjqP~hZ6=UZEQ1gr34ddf~{ zaWlgBGMYMX>NlMe!k8=ld3SQ~zyePsX=H3ngd|W-X7I3XnI@D4t|$?fQa}>+{BQoO zykgrr<9PS)-+%S$)dfHN)~#2#;qdN$PM-g7Rxfq$6ZA70v^%*)`<~{HVS= zUA6Kqwh*y?k#KPPEeMtf?Tl+nk+bc@#KgkJI+lK|H4n(xKP(JBRJnxGxv5jg?n}>~ zKfl9cOdLF+lf)@-XCuRrH*fj_dXk-mt*)2(4J?b$wrw25C5sK^8&}&1qJ;2yre6P| zN4@G1D@Z2X@-CY|?Ib4O*m`^%wW9CKL*BGQcbSl08xGB^g7O6|H?5V66Ku=noE)hi zA7ZZ{{p~MoD|TguLZuEnzavOJ?lnE0{Y|O+xk9;RmS6+zx+!UV+xAXoDHx}VmkHko zgWOZ^*<#txu-$T9yLN2?(O(DLoLcFzuY3W586E;rN9AW2@jSW7u*lRM0(ldF$R_0C zo9gPDUwem#!mft!^UOI*Y5BIcg4ajO`({Yit}-B_<;#> z8Th=92VFe?ExF>~Gn3A-{eK}GQocYTTCh~P{A%XF{SYUxlIKLk@LV{z%$|WS?V3IMPGxHfSt~)g7fiat?Ty( z658fxAl#~HXuSCPbuuK!@~vWC@Q`YB=#~IKKT!oa_)5`-zedk^4wX%}#MDYSxg5>p zk<1y~6h)zriD=mvyIfL~)^qZ9T52i*)0wV@jBp!M{Nv5lS@U>_3NjD8?00Ry;W2-{ zXdJE9Jbwntht3{iNZ{ItB%}%!zI}LDid7yW;Y+kz9k_C=YDLR4*PnXXpNf$2=o6+C z&b00TVy1_clbDbRMfI|(Y60RueoUOsWd<7fBub@2G2?pV5b%Mh!g<1!l9C`(VeaLlAjV68cXGJCMWuS%bDw!73rkCI*qe{deLB^Q z@0*F+lZ{P4Q9$%DU%lt&yl&mTP1;7M*PhMuCvl|k?;NW0;d;1Z70oePPw6(RF#*2!Jnbs%4Vns~vW=KLiT>2th z)QUlgaqo0WIcoj{;edA&3W1G-gB~%7)}IxW@=BHJ=@;onMn=ToyhC1|h!7ZMc#Wr# zhcOWnc_@%PyXwoV-*Z}7TUWezq1taL91;@^Z|j)^tCsY}40Ln^rlYl9icQ_`q2=h9 zJL)<Bg>^D@_BF>K z!EA1@*;l!^UHyS!il6=&8BuX^+A=oy^$NJdPM}&bzm2-AYj>=KH=rYYOO|ui0HBtm zt7{dgfOBYv33!B%30vw*5G69;C#1e;L+K-35+-!Oa#p^H6e7C-9&MsrW5y_^D2Iz8 zR4BOS1(ID>Rt>3VB@`Cu*8*5-1O>;8k)I%A0sW*rK_Dj^v%`?}E1)AN&yKEwU->G5 z#KRlsW^QM8;Z}%9f=L}REK;C1R~?p_a|1n2R{)=PIpjbRgrxBU6S{;ra3I6etQ_O9 z+hxLt-d|!tvHP-Dc#F!h(w#eZ-UF8is!js|pe7jEYU!#ZGI?Zv(!wg?`rxOl6qrk8 ze%K{IN2r6wAOkJ6l7R0GN(Yv4pDXK;8mpa}SoE zrsp2psgCU3=Z=gHZy*kg)x=#>+wx^~PpAuxw92tL7Cxo5ko`zs0kp4X51K6En82R>(L4_xxE)Ifm-=?(uhPjMyhbJGS?}M!9~d6~ z8eu;IQwUXQbft4)Hcyjz!Q!Wt=6U4Wr|bWfdBCv?&3Q`^F^P=t^JF6<(lZRhi0GV%xFipYfURQHeJ&RU;)aA7=b z%kbAdfb~_M+OAx=k_T%B8G}O1>kfGCU-Hq&A4Z@+%I-XIa9Mu(ccHJPeD#l1*M@<{ zUUW)wy6Z(`(aEpfb)E$pb_EuNP^$1t31F{dGi-u9M)=B+rf2KVS)V!;f`{UjH=E!+ zwU5UHHVf=)k*)70>{lXOB|)2n5TJxx4Y+Y*70B;A;OJ*qSmz%fB8!Gy$h-@zgh<)e zQ$MC3cPaAH<6GP~Lf({w56>6X7c ztB5-FVJBEV>Q9YSbvSh1{ul-+(^5K$j-GzsybmSl|76pL&T&*s4XnV4p|8aW z4A%~;<|ii$Ng5Ylh4LaKF3tiX%lFh z*(qE-6M6=rL4cJBIYhQD#@*_Gm=DD5U?YGlOBq!R(9*r~CopEHSu5k~7Q=L=I9`R_=Fxqr45xGZ-0m$PRv( z&c#B?U~bCqu>ct>0CG(7nV-}8xA)IfU{Fv6mZ4`1sQLX>I|@83&B-qhf&k%pVdNw$ z8^|U^hOW?JZ)(UE%UMO$PZtz|{DNb$5<{|EZ9bGkfigdNGE?V{2u61&GlOLPt@46e zzkd!2%$WED4^v%MJfr%~TUiYnzBGoso2GY)?A*Bqx(VfrsZ@pZ?&~(hJ>(Ac7%AK< zZx9gf2vpf3?b^;k7#;|dENSv=*~X3ONkfMson2kY3{bwJUgn?pMcQ6AbkQp>^DJnp zB8ujAMxUbF2n9i`5(YIL`9n@^j^K-#Gi+~np?`%F&NXO7Ef`~Ps$0hI#;jgw*i&}H z?d;5PCaIIqtrwLpOgrNxuGd+< zbTnHqCKPkazE$`XVrlO;KfxCZXo<&nk@3l=B?wZR&5}??pnEC^y4Sf%{Prp@Lv$Dj zJ9K!#h0ei7N^HAM!^-4A=gLjAvTXO?zk0<0l9v!VI|Rh$uwW9iC6G_A`ulUb#(Z8R zb?As~di2q@s?hU2+==@f!`CZbpEQ$T4#vtWVb$rN#ljyND;*bG{>JMZJ0Oc$p#Ti1f zHU{L%!7bx)5v9w`?Wq$N{|ac_1dSA*|HTB$V1JtzEOVpxQ?6S;KoJ(Fs%melx4l^Q0*mtokH*$IJ2epOBcuJtz*X=I3)7*`((-Et`m#j0!XdQx3Ipp1@L=jxGgug+_uJe#BJ>&q zzf5IKM+$O~x6~~xl3K^m(|3|BhiS^AvtQw?gxpBLIUZyOp!mg`7=KgH%P|SVW2t!m zo*AQxO^GvmIlE1eSs|&VJtcBOOELZWJI0&N9kdz0#AN0p%HvqDF`;^z&NtB|pEFY=`kaT5R)b-D!C^Y5iJ6ast?d)HgK@ zL7I^UX-KBaArzplTV-2=pbP}L^5V-EPNKP$4wGqEIBOWma4Hb7XW5EIydG_qI$)nw zwGS!{;nB%RUC~!&@^cWkm~~{-*KhRn({XUWYqw;n7`{`uU{YkD=U z?0qdnKR^(LiRop2)}y1N(x@B69yZ+ezSLxPcJ^LQPB@^TGFgkMnA>|%nyGfU@3Y0Wlg7)xy6E+e?Xq4@8Tvn;UVdCsx#6~?ipZqifOH18; z6I7>xTwGV|dMfpr{r6`(VG)aVH@!Y%3^rEyZ|Sjule**-3BY`qnXTsJSCoJJ$O=-* z$*UipBy5@h@Cy8rl80;(Faa$tA@TRyhD76>RR_x#((1B&5taQ4nwlDVPZmv}DN0^m zvqs|=-Q4)Wjp4mfXWmy=6WzJ4;FNyUX8l7$w;ox)UqXQ+-sovdKRWgA6l?%4%C>OQ z<>$*9K{_mN1}H2iEjR=dItGSJ&u|Crug@-See~#2ifQGtU;BNyD0(^LS(+)w132!J6~=t+MEj{)w2NWtJvw29Gy;~-04pwDK*_$&fA z)(bgiNyOj1Dxi<)9Q28`XGRAqe?SRA~-0HG?1VbIGqEc02$aOFeovRA8?oj{pv zCXTHP|JmPKw3RZ0*tjxee*0$O9Xkw)nMTni(w!|tl_m)uMn_`&eEITaJDGPz(jz_+ zGS)pJ=jZfqKo=ts6^I*jw3{R3gnhWcEywnc5@HtA63w#t3#eHY5HTRv=bBY4+5NLx z%E9~YvPD6K{wgWlQL8`)Vq!Md0lL^La7JMNZ};ZGDO3fXj~G4C@34V`@B>~(;f($% z15PmT+BJ0`6{31T32VnINB;hO0dFNyWeG$6;}+4A!9`3e@8dWayM-Rm`$gKpJ8(s^ zqQnrkoLFNB$@=%l!B~$}zs|uy7W}4v7^iQ%gi(SC-24F$2OvbNhz9RgvM1t$$)-1c z+0BKE-hQH3Ah5_hZD=S9!MwX__L^ohZ20En9rj6p^e_ zo}pXD%)Sr=EwpeI7uvi6$V1}rCpiFFm*|D$8quF0J$4Z%br1_3@ymcshGC!_#u73j zK_)ahlJl5u`1#RSCn$%bHg*C?!xU46vlGZk8U2}`unlNI5fjWpO6B7=p?;K)qq6kpl6^IoM6=2^N`1+DIT~Fl|2dnwIm8^QdGFiHu}}i#akb&dAOoQxJA5*o8<} z%k1fA52_R573=)$I3JGCAqvh6{0j9RNq!S0aEOpRhb>iwIBfs_SQ+`=@r%%Gzgwrcu$?=Yq*(55$0Y>*>*cS{&b^;4`-tyor96F|0sT zZPQ9Ju>ddVXB>?KGE5@>{5(V_pzcjZ(T1xu)0{R>pYFSyYx#OP>dUe%>~r5Pw3%ZA zb1S$>lg@Q)+TOfwv@z(&f|rCYiA?Jq(CRmPa^m9WN41#63Ii5UWC7a;X}yY^03m(~ z&xTB9pj|aJ3LFH<+ypfWN1SjB?Q$Jhjq?hwfL+OK@DcEwoB4?dB;iX=mqBP+&)vn@ zJN)wUJm@a;vOdD1R^$N7;{*yJJSWfRb?odmsR?Rd`W`SNg0+PTvj?6-%#4*Nyx*&# zk@b9}u@~u=_!f{X+k1LMxcEhm#YG$Y4y7k}SHgo?n|_!N`DmGYxU2T_L&3a~;_Bpt zBVzkWW01e~sZ@c*WiR5sjtriV78?X=72@o#r$d4LC-wXC35p*6@GMvm(=0j>@JeXo z{m?{12_(A&BS+z_WgY1Fb&Fl>@yLILIOG5xLJFX#`sV>;ji-1LaN-J9S;&JV!+3=vej-x0efFnE0%m$-p1R)mU} z8-~X_rRIhSjBB`dn$_QaraWDU>7zFmXM)+4Z0;om4gTJc`kC*mnQz+VFNwQpi6;;_ z{uP-(gP%XkINgfv5xGGS3q(7_kxcN*1p+q_oYG2`T(f}tDIS!H;f$k8F zDA0DYr<+zH1pMGXYR$;7(sk9H7FIJ=R#X>e@9_{DN3HE?e(v@=NmdPKAicTThfD!M zl@*Cz6}$o=q2Z%3hdr7}-!D8kcn=_adw2I}RjFpY@+`_0SZ`DFHLy{}u3QHK1A=Dk z7LXD*=X_xHv=6M_zq=Gs8aeT4X-%Yh?&HU_RFQ__O18)!7)K`KfyKTm(CU7%N&{rA$XmCTQB3JdT-(uhY5?MBUr2s~1B^6nwq4}qy(9QDWaUCe z(n-NUZl0F?Or`GAAWd2XU{OYi%3d=Zr?U4O{qA#Q0w9uUaV$B*YGHWz=;Ew5+oF_% zv3N45y*P=KB(-pa!hR`XGQG~m!M>mmD?rC*ptyL2H2-Wt7mm5Cg$e3+esEe)cE=l5 zmgP$Xd}&}=lX(9nIe!ZZ5Ghyy#b#)=Q3E#(oMF>uT!5r0zE9}vf^O=v$`nY@%0{on zq(Kv)BRe}gVR0c#SAP2RIHP2*ng~UTR-G;BKCObz^_^jV^a!I?``8%l>Nh|Qz4H9I zB01&*V+n*n0@=9t+e5*w-rl7+HfQ$uBddMd7lP(Yt*lZ$w7qI*D99*LJGpS#Q&$&_ zZh2!T1wEynbI59LRXL{pI6ps%kq2jT`9FLpVN)F!L|oFpCopH6h+aypU=0rs6H*Rz zu}Z`W5I6?<480H2P$ZqgmVx$=<75dtAzBLyx5FrBoam5sG#ot>YzWJNL{VNq_zG;> zrfdFnW@Tp_N+3C!jWq7~Kr%~-)`g4^!?*h;`mmN(C7J&!Iq$&D&5eVum;iw)(VKR^ z14~fR(!%@w`}avDje2pxJOl9={jVvUL^V^<(a~WWzZ#ffRp(F5_KUSz-i}T7FkV$K zwG4AmC!=QLuE)i(thy1`XnXW1duUjgvjm*#t8{Wq))A$}mxh+2$k}9wRD!*s{W5~8 zfB$a+{A?wfUBtDcqvMeQ1p>q$+aAW@KE!4~`C?ZIqM^X=;c4+Z`p@$_X`7PKKN1EF zsD?S!nBP{|9Wy4FvDL{Iy1S>~;Yr2o77zYl=FlVWA`D^C0GaP?} z{D*abR9bi?`4eLOY|25`J@Nt!QLwUTkyNQv(7bNqWXG?jw zxf9V}P*$cs|Mzx-fTM-{5o2O`0?n|{nV6W6UMSn-IWenm@_GQ8Xl7<+^&I8}xXf~b zV2UGfUT4&axlZK}hLr2bF^Sesrl+PX(25b?zu}Y9_m6tmR>#p$_9|04hxgW;R856ddj8C^d&2yP1Q!?EL4$sHI z34@JJNN zUJ_)6=&#!$Ab?|h8>RwK$qS04=J9hF9ckZ8DopHrE4MFJ>f-#I;;U=xLSP{x?i{}_ z*_r=yot@p?bZAC_`M}KVc0cTLs`lFUv6ss*62dbcjU`jHYm8B3{H zGhucA9`KDq)HQ`5FR4*I%#3XG$Ak3@L=21q~?Pbks;56jTP695G=FGiG@ zfQ(Q(Nv1Eu0aS{zJ9cnm+lm$JZw?ZW=evI626-1bn+RMJ5RC>_=5Jgn^1*G@8*ru2 zecxx{o5n5#AxfoMF&&`j=GX1mXt1g4{%W+}&B)4H1u#V>31EWD%P3KujEat?$3l^z zH8OaERUnfZILnLRQ5?2OQpWwGsT6fA?LY;(vRqgYU@>|Bp!!>ewovP{i^qPL*o%2j zG=2Cx=oD!T9b#~kf72#RngVT`CXzP7{qxpKmeFzEGAhT;ZCvy3M9Fyx zSjnJcoI|Ticm&exApz2zJ+?(lbj{nDD65tjlN#hgV#$lUdl$Cnj6J8em;KL!egrH_ zT=-ZsB3c}Quff33kmPOP84$nnpaWBSByh0g+{{HXa}5R{02PWv9u6=wdl|?^`J!E6 zJ{L^Re9`TOR|UiM3Xq>b5ReIWVyT0Zc=T5b7iPWmiX~BW{FK2?(YrCIsfol8Kv3Jr z(GerpBb^kqhE|rt(L44Eti zRS6CvMH%i0G7^GT^~1-H^bY^~7M(`>w5cOcD@&~ISiQQcMuxIbGD*4t5Bt=)cRASu zST|YT7vQ4d0OLUS&Vuu%zyuRN9zZ$+5+9lIrK!FK zUn-d(-eanNwUqS$U`L%Kg!^cQCd{MVzNm`YvA zaTwPO^bv^eI%D+4_3KB?W+!`MOcOEj59?lP!p?OZ9H}E3bxc>()S`U;qlcX&*EgD` zc^BmdL-Y9LH8a76GXQs^?yR0GiE6#$4)t?)3l4}7A}ts0paVjE{V$|JGGm9u>QQG; zPENK~S72pjB~6i^GU})*5jgQbvGlKX95D3B0jZ$4(^)&g+54xqpIEQ>=bgxAOjNF8 z#~$Do&BFB5RAN%5x;5@AC+vyG*e{OBCDJzF^pjWLUmvclZT72DN;s|o4e9rufQ;Z-salO=4>l^CjpzHWv{cfw))UeBp>%eq!|%!2 z+JsX$RsuaDu?SVzu7;;|9g+?TiVW%)j6M{O10;+hc(uz>_^{tef) zuC>l}p69ahKlYYxWjabUBvD9hHrGFF0r%Vf;Hb|)c*TPxwhfVHCWRKX(B3#@gL44j zQg3%#W_mgh$Sv^?64nIwZ@yVsm~yhQSO^@qdc*_63^Pl-kc5iqbLJ%Irw@idwywx()RP>-H|5({S7W+`=+RGDdw~`51iHrTbscVse1S8NIJX%do`Cg7sapM!hE< zxkVI~0@)U7<)^2oqcOJ!Jfm?H56=dCKKjlPU|e}%b-Xk01%p2(cdmgi!vpkygK-`n zTt!?>lr0*ue&BmeqLzLT1pMc-vsGK(-Qhy8Bk>{DU-`hp37}I+?|c+DWbZ_o_bM(w z6k66)OvUe(`0oae|VMNHyUWDm(NPmq+c_GAFMXko6>%JJ>+xzinGdbStk! z3?*b!%g~g90Qrs6NTc`ExvLyFDgD5iPd#z8%Ax=yQyPi(gV_7WY;(Imxs;oY^F!1B z;zCraT0P2T3CYP#?d>oV_ z}yvov@Ur+MQ&G$K++TXj1-S3TFgEj5hhf$hxi6x>8QEX(2jV0dq+6$_j=EgHh+OC4DQQ}L+d zj30`VR2l&74B}ss?wdRV0ImZic!oX|@9fzU>JQPSeopoJQkh$0%@oeb?x+|!A#HhoeMaLw>03uC$e)9hhb>np{r&Dvzs*Hg58Wa?8isMRE3Hs_4DzWH{ z<)E}fF=g1iazV1Yq*DyyDGoUlT`W-83xlLlB%167kPl#3C*Ews|J}%)h#JCNMTf)S zuJ40}J4s1(sBP@*I!^T_#>G2ra|C!u>~IiJ0k~o<=b}}Iih-Kl1WS@?424V|_9VgW zgP?3vU=0fkBLW0^trMMO@ECj!?qu(^798Ab(SkdIjNbx*0!C_{oMji}s+k7&O7X*G7Hqq5+5^`{yYDZG1@nfJ!I*yu~x zSz3+*ip1ogWbCfYj=tK#TZ<2)O@(iw4(tIrFP5C{+g^n3%Z43B!M>D~1-= z_s4>`?=fVEq*ve%R~$g(_2_0?lRr3(6iBJ&16PUfgQ&Nmx%}1dp)u(OKwy zQNM_+I1U{O?dVoQC2W#n#epOoLAy_XW5yl-#DJ zr#H+7=^9lRUM)3zh!%-07PG@lTSR1^3_!*vVGTU_AK5%%`R@h}j`O(w#f9mU z2daK^96Q@vUKA5DQK|x>n@~R)XwS?-^{3UqR|6(6_!KG|y5wl_uW= zeBq8X>E6($4UCm*3`Rg^7SAn^nX=B5%b@jgjoxSQh(fATp`AcGmSJG_q1XDPrnVN+ zw|GOLgz#YTr^%DoXRYr+?|bQqu5YK@u1Uam;i7^f7gbVbYE>#61BH3a+*iI2jl5f{H2!`hHpfBpZtyhC11JA`_9S5=?FNIZGJ} z@_hQzk!_$1y3C6QumtG~yZpHFq5a#ptA~XAPx^_SY12b80s~7Qx;&Iq*A(r9$p#BJ z?qa7JfGZD%6G8oHxt^8H3*ryiM2jW$uuV?s+f3iEFx?gDuK^vy35qpW)kPwoxAW)mXe7Rmm2kt68;@))#(|pmqy@~GcxOXpurA$&ZzT-PG zi6LxN5yuCzE(b&=ZnNPB-M`T$pI&vAdNk)tgR#EJTU zbor>pNfd*VWx*(;XfZfjS9-5xNqvqGfr7qkXx?#v&E4Y(gtXek3cAeMEVV2$Hka8F zlZ+H}4`Ld4L<@1ojDgad`rXMjSiW#04{5YG0tmzMw2{1$_zBs*o)2#UnRuqArao6% zq8~T^F{<<_z!=YhV430AJO;#G)RAKttPt@&<+6y36W!uWB>F6pLW|O8_+QE0ruito z`}B73MF_M-x%!+u6+4G_73lvt8(w(h+O@^MmC!J};$elvBEgCHTGVX?(_Q-LFu*fs z_%hJ~0!*|U#!BW&PsiM9IUzuy;M+g|`N_;vP*YbwTQ+JfdZ+5(y}P2-i(spztT3Vn zpV%H%VqrmjOpy>U6!kw5`4Y8f04Nm_3^z@L4Z8e}Ha{5N%P`GBM zvDAzr-}1?Acts2g*=@XISWE=Y@^beAQAFE)h2MhrSvHkqzh+qI;}g&UCIy0Kgh|_} z3ph<)>^+h^Ksm#^1;%SXp=+2dQ}76R(wb_iDGA|5d!8iAYi4y^m|mmVChsPj&M?B&(b4 z943e4+o1}aA|xn8<3p|QKbtjM(RMC~IGt}4KhGBv+tB_V@qbB8vJWCJX>!pvkgHaN z?xFK^6QV;skbb$F6(peo7pk}Y^K zAr{C-Zr!{v4QEc!_~+Y(a2BLtatBR@c-k?jSEwTRaTG6T=i**4>4>!cotxmcG7kHf zo$3$k0$|$w!@XovJXgQT;{JgImtB9-gFb3s6U=p3aN^YyclQlzSK$4aXo0bR-XgHv zYR5A*wu_y5AvxBd?^%ZS0~vt9sD{RT5O)^luA~4ZZ5b|p5Bx3Aa)x8w7+m8^^iH}I z3Rl4?04tn08#pOEv8svmfH+E$5Qm#zD1p<^n22Mx6x~r|-}O-9;5^rzHQ!xy_E0-) zI*I9rkf0g6y)h3-71$8#P;ZxlTSKQ4JJ$tKjC>Xx@*!@W2Xc?x0$Vic31|UoM{_tJ zRf52ti!`vL+W?j2RV73se&7S4ozU%l)8GH#`*n9LqP%#k)>SI~zkrCV#{4`wLnfeA zs`cOU`{tJKGkc*~o-3+exw`@z+{_J1mZ(WXah-cfVUG{ zWt}3N2TZi8$E4^5miL7u+D{iq07_&50u8p28rJp^0ND(UN4bCUw=LMCUts7!v`q+B z&rx=Rz^Ub~xdBegl%W%^0l_#I|NbY^92y>i(k5uhXFOV3R)Dti@LMG6fG~+nVcG(}2m}Sr1PSGhf%7PVY$4AZWD!UV_ut_=W(&%o}er+V6`V7vL|Sd@g| z^Tl*t;p|ZbS%qQ6#l?xVPeLPgR5*X@N8?q1DhKavW;-b!IrH21A`$y?K!hX^7*9ES z$0yhcfC2CVv8%47#iUb6N0O7>@Ys-tKNaS0=s?_3dj1^ zR&T6+a_m6np$69!N<=A7#Sh`d6|3`R8sC*5w#r|mun4!SgD_$mArLNzZYTPhR4A}q z4EwrHO3Rx8#DKW#ol2YLy(?BTXU?Q#18@q)S|mT0BWnqeh2T}SD><^!K0@|O zTRy^zDdr$b@cV8fr<*&_OEg?L6fU2SYqV?+cy#~%pD%llj@uIWTk2VR1-&*fw;~RK zM2VLW4KWauzDc9kSxN@~g2`fXWcM5eY&;t0{DxX?-7|rK0;f)$x|kvONBq5GJDP8| zvi8WYSYenpR|UC>IdT<_NIO?OefeVJbnxTRlXFdy6<`HD*FCzJgldB9;iHSJNP=?;eBno;L zz~qBIs3OFXk`O;0y$_AIV|%_F{h8JyCBP@E`*YJk*V%Cg*|^J>ZTFgM7v&FSU|c|Smw;)|ZabU}X*?g*L@cBVDqnr5c1 z{o2;Z2T-h}w(`rXZ${Q1g_?2JO8fcar_Ln{Z_K`mn|~d65_j|#jybQ4-K!tQv-JuZ z%5((LcrBP%KzdKViWGpvfiSOny(rTv9nd#w*=K0=jk4VH!GF7|^e#VtlQ<*MkDi}) zxD%cQ*z6NgVXh0C%1}cC>IK6;Cn{P@xtv-GFcJu{sO-s!qbO%{pcDt^lz{0%8@ECn z94K8qQD}}fAueCP-rq1*K&LnCsx-j}Fn9wszA@4KqSp%uJMVqe;QjYjzS1?Soe-%U z1^nXUU{nWDY$u4=EzTk(B~OW z3;v)B|DUe;h8fZB88ZOrgNwKWZ8R)l4`iUPeiXfat=}p!le~rhix_T%#~D92+CX`c zQ}QjH1t!=6cnzfEUy7YWhH#+&m)l+9AL8ZP{*&GHjv>U1$w9Z_rhWFqhY#h|Jh8d( zNI?Jnt5$>6CkgXNN1VQOVeS72oS3E~#1Oa%QUY>{vp_3QMJzq?MIHJ~!`nY%T~{G8 zpeZ>4ZKH$t`W@ZS5`&0lEc#SH`2_$NOkgOt0H#i;B@JRiDwZB!kkHfIeXInBFz%cN z^kD-~7(r~ll5f8LJ}O=E0#~rEP(%NcxH(9m=m#y96f6ag@z{5bN z{5qAS3Z$RG3GqD<37r!Xxq<{<>_TUM*BU>yAmxlx>kJ%79_P<i>glgpF4Z@9`x)m&(K;pW5tXXlm;cp)30E5Aqj;kDnGUrqS6*y@GFwnga{1| z1ggm`PPZmM6F%aE1`^<&2}q5t-EP9{{Q5TPh?}|v7NRm8hb!^KRgw8U3FE1}gs^PQ zxe}=O?gOc%IKnKo`?SWf^&L0Ru@}UDLAK4TT5FA-APvaFN8IX=K$X89+loL=s%Vw4A-YlIY+XWqAY>#M-_1Qf&onQ4~HjkqLp7oI7A zE9l^TeexpM;`9Wt=t7)aK-g+{F3C_d1bj`y3Tjj~ZOS(tD}Q;pocN?twPLMjcSweVZgya&1;l= zHzI)Z5vui9Z2^bD>c64u`sXT8SDcNs>)Z$202SaYz+Ztk!F{9aCk2P4s_S%DjOhsl7d+29gY*D?Hl<(i+&VMpHe9<(ABJhdCr z^N%EpCR4xQp0#C9AN$)RWc}8h!LKJDxEeBbpo(-mNa=3rK5fy`*1mf31}3>_tWROD z9MKWz=i41dYFps$jlg!fL!jK9j*%CwS_Ws`t&k~`#vHWbT#_n*8w9$5Se0EY=xpb$ zk*~Kwo#e|QH-Lk4p%G@32!e4S7gda05*u32 zrR)Lx|JFgY2;Ke$yqR0o7(I&x6Vo|s!DqYkEdjhR5@pY!#lxBW8&{JHMkY%7qSUFH zZs4VV+xP?jyAN!!g$u_L{R$(05hE8pR)rB4AS}>Z3KY(voI-m_LV373z`PKsSSeYN39l`9s#q+JqX)!G-8&lQ!b-= z+s=WWtZTEetGz%=p3{dzi`Tz=oK9D?K{!t_MJiVbhSa0MhZ ziuSZhs&WcmK-+!U{*rK#$x`BuI9}n^@C{5oWwNge&ni)SG)t#@h80%%x(6h3RZ@~P ztv8k{{|N8IkTybfknhBJd&8SF7pWLS!1cj&!2R_I;&htRF`8cI1TzXa_ZK7;3keHf z0$jW~_F%T#h%hXjrhPN*z8TjqI;jkC5P)1*k8uu^t2EXZ9jutDHHyUZ0FY01Guk0? z8~U|BgV#?TLevhRodvHFhgbvgda}{3;qr%3|FCBU@SIRWB-m#sCN9BQME(IN_P(9i z`bVq+9T;Jh*K|fxZ=XkXkcHJU_SNiEbI8w`S3WH>ds4v>?m8;%F22KS7kaSNp2Zd| zSkr^mo)SDNqRUV+Rrk@@Nx%w>6QoIhiI{p5A~!;F@vZjo{)CI!7TdC$;Ih-w0c++w zb_JO;qnQQ(ZGFG<5(b(FMQS}k7)Gm+tZz_I)1t>essUnxB>%EU6GQ*;plQx*kUYGhG8SqTu$5`>5;@z^IsXKY89;_Q48qB2JlQmTO)J@ik`4uZp%m*% zt^RTOxM)gl5JHQD^uVfwu!9Z|xoX(N^YQbaN7_GGrEqb`Q~k@^W=~_UDh$5GZ+ViJ z9{g=!k$MhW4rfJY-LtVIsRQr+N{~@6VPeF)W#$ikMjX}X=rDh#tYevluj9m_yk220HZC8&@9YGy{dQ#;_(BT6=1a8ur9KA`M4ZlsSGO&0Npw}K)I&sC% z5%8JUV_X1gF;Ad@Lg>VhZsmLehTTo(V1M|PecSK*^G0vNiB`V+7Q6r^10iVc0Kh5Z zWh*cVSNRAvp8ucFN%wbO-@U-Zp*szxv%$ee;g%aj_`qRsr*n%lk_Mm1J;>A0E(#hh zCP-zemadnf0gyC-WYKNcH-`j%GZ1^POr#)5*CvYEyl-Y~ra7aNLy>A;xaxDb@BGVW zHEN!4eemLMpi!0MHV~G!G5Ulo=4Bnj5FKu2W4}`8k<{~9m%P~E*G2WLnKQh7eFYxO zL+6`wRAljUaJ@&(v4yTe1P+Nv%Ke#IMkOOIg=|M)C&Tpt(^n)p0jABo;his=|EaFN z8q+RESv(@To3hrYAaLT4CGU9xJ!rrW84J-SQBdeD5&#O$o5Ep5+lXWafcTTpwfUStHe+2%{E2SXVuyKaGy4xr4aF){OSm3bpRaArl zHQ^>{xHeH#Xjm`~f^lU}45736OPCks1Q;UOeo;!@O%izroT-Ah4rGC-3QQP)XH z+K2#uXX*7tm~_ehfQx4}L<^6KdU|Q>6wvY-HpSW{_bvVnZ&96GBpqd6>)tVJF!NyG zDYvdwuKg({+}OJ8wr<0gw`A#;w8y727We_sTS%ThF8CaA8eWi<{W|`Efq@+s7rYkR zK~T?;6XkI5wbg+Ompu!vl|PUg{m>_;+{VBZO=sZTBtE`L+o*%HzMdhW8x@*b>%79NwqE4)wXSVFT01WNQ%41Ux2Y%>Y{7l1LALx*74%j zSI>8r;`57i{9J-J+Z5Hf{8$?>XmP*a}%Q;Bt}_lII#= zyJR02XTYuaye&pBs+ZqpxW6SmuT8yl;qL@RuQ;oTbE1dP6^Hv84zFDqThNs}6?bK@ z7=n6y6^;E601kX``Lo+cJfpql8g*w0$;CLQGsf3rru}v7K@IFL-IqrO-=TSP2je$}i}9%=$9{H!$@6msCV#i`cZy-%Vyl0<0rt68te($;q~B6=QoLY-1Q$8g8hWE+VNl z>L{^p+k|VMlILDGTA@F>_OAOz=)n?s`e9KeSsE0D5Qu$o#h>7Fwf!sXyY^gU&sbuA z6;{G&5Zx)J01o(W^1VLSb0wz#fY%_c56WTQr4{3><{uDfmyj;{s}RKTc5e3q7tl4D zKwX7@-%;sq$S5g;28=Y5R?FTE7_VhiPixIz{T{C?vNYtsQ2>w9gASHPa^OCA`T0fJ zUof71ni0k4**Zs9RfFg{kmmr)tY>)H)Q5=M!ERFF!L-fa;Zy&wY~ zO_(h$hHj2Wjj*yZfD0OHf=JJgdl9+Ap0+C)(o%n1ar4z>rK9g?%=~GMLCywO!PP?a zu7i-CB>wQ1BCAVA4M#T|O#D!ZJwu^JS-`DZx9HsbH)Jos56yFg%g+VVgEnR$XuK$q zz?W~nLANYnNYyw3oLy zGr!^>M|}9=;@w&JKH;Mq-8nndygKg006wEF9PdblI<_mN@%e@@=<(7B{ge%l= z>l8xmkpI5`U(+6*Cvc#=iR)c#p0x(z_6cbE5oxCW2zAea&VfHfG84dmTp+p;UkC2VHp z=|MdD_h;z2qlJzk;(g7r5md*d|7(Wp7oY&-H%p^cXdonVJGj-K<_qKIJ1A$vML9ek z;o{>+?~`F0LXQornFt6D^diY40pE2KIW+}AEDW!^S^bki8lb5v@Rz$)otv8rPS|-w z)jFi)C|NGIll3%S;dp@a=>D19F*ven%SDXaqo^)v+qcTyOH1k5#%PEFF2XC5CY}H? z4tlME!yLQX0%$1_6)w$PC8GauTr?;I42=ybI?RLlua~>Ee{93SOMct{Aac?5JpxD3 z=go`x4$A)%%}*o3LWn@TG}K5&%mE%BBx|0G z`p`(|oiy@UF-=S~i@$dYPtiX{&^9fquLieY%KnYwr<;*D8> zn~>36yxOVt&SMy6XO+(z>Dwf2{6Jl?)-gb3Wbi0z!ID5v$8lJbCy$ z16iS#KM<$w4UZl*Oqe?NUh9rWMNtWJ)`Ri%?P9DZyLvDq@?JB!z?Ky^A0_qN`O?8TR~+MjsMtj6Z_Xc zW^nM-@2UK(lCB0;Pz*0-v`cROQ^hIIFludSJ=!U6@LNt`%nr35&weZYxF))yqCzWT z!LfH}PNV?PGO<|>jT#P4{mj#tS74HT`YG5WiHe_`b3ZKDwcTmDgZ^=kIV`*GURIE3 zKtas?8-g1CQ^RBy(Dhpv)E~D%ruVd~c>Q{$#WH5cYn=pwLbb)=5V6w5N>kU+FbHcz zFVO~7uu)qE=(4R~{pbVDOvMmPxIq}X__RH&scehAcTdNkfA(zS#3LM?Zo|B#D;`~z zSuXl8;P+W^e3jb0BYi?2(57i~scBelnpudQZuaQz<4-P|k^AfE>t6+FAPRqJ^d}7r zAZs*Rz_Qf|Y_%!cnQGne;66vEYu4OSF~jxMege%ezdJ3FQVh{{=;D;;;AWV!{<#qs zWR@&B+TwQ?P0J|Y3~`825}4Tn9Yo@<`;T^-+tg;H7WO`BK-GTa&q|IyadV!gnTp?9 z{@gtp_~>y?{1LNDfXJC=g$>ia{{*0xJ_wpE82^=kdMm-@pEFMtQ${p(;lX#&+j~jU z>eGX1NI_zedhI%*%8WUu%9&y_qy59qt%u&$cW?DA@nCa?U+#ku-ZEHm-g)RN*GVPQ$Z=BJIpnKA^Jpa7{2Sq}hg zxZ9DG%C_-*49D3Jujz9n%oqJn}l zbSxdezn;ATQ>0~NE-f!k&EZ*;bG*+*ZL{vD6N$H7LvH5&xrGq$_^az=*6zld)sL;g zc%Al!84SlF6Wvgy(E4Y={eEYote3~VMQ9_}yprbQW`>K+$9xpeNH*sAl~&k1#7pZ% zf$QflhRLbwb5IN3!Tt2Glt)>D8l3f@|7|6ldutjSA4VnkhN~8p=fTf2YXBH zo+mPg87`VP#^tMcp$nR7^MKE3XFXx;C`usJu?=?zrO z;Nza(^v6O?wb&*J-~QyR*LdEFiB@CgFihkMFDquPH;cjnV_g&Ik;68 zaRm&E{>r4RNQ!hB8a_$ z=YdA>B+}SNQU(C1W}wc=4rVA;t_B2rZQ8>T`Hp@w$zzvkMB+%b%SMkqD;1K9*x@3% z(Ow{fJ}WEC3rT-VsFw3HSPYhdNvGFT6Myl>$N^l|s^70Ax$ z{~+)-;G%M5hG&#Ms@~!5vGl?${Bv1^6hg8dJdnd7UXWbG!<}1-w=Syr`_sw0H$BI( zmULCI_Rp}zMSR9pV=`c^mWGB7ih%aCub1Y?wiUm61#xU{3M?&!3=hQm8V$i5y`qLW&V~r>G{DS_Ps?3gAuLe>`YI6wS=!?3uK= zqX8r>RF4n53O$?^2B_fDAYo5|bGgl@C+UN4LfhnM8l{++*gK>;rn+je^84npz?t~%no#Fw(`ti6225+_Za5t>?s)e zerY~!iNW9k`^qhvhoX{_v==Ox>NaRyc?~NqW*|BM3Cepb} z_s#M^7d-}V5fyKtkmopF(NoHi<~5fSZ!Egl+f%p0$t(VA#e10z6b_stibOtIr&@#Q z00WJ16p{w|`l7i@0Tw9NI#rp?S$!;tHf^m#k#s*Syv&?-Fl%4V8>2Lo{m@?ZsnVw9 zo-ZYaA1p7YCzQ5+>*@P5Y?R`BjZa7}mN8J@5$E#Qw=6FF=SANs-M>1SoJFgI%5cDy zKRMA2@{h<3j7##^^Xl-5)<@O0Z;{LQdYccfL#yj}-VP4VRc@25G&59Ww6}9NXt`7-11Wv0%K;|)S!UqbY>#FyEj$++lBmD?|@t=9Ih zwfxS%*mB*N1>8)q{mSSFmllZ-ZE*#R$jBb3?U2Vwh*YdN&|)m3Ns%unFkG|N*h04QBT$k46hx}oaCcLS+(kld5qZ3 zsg>5DVmluM2AKc2&BwtSIkGYuGKe@FLXzU*8!@J^6wqA~O5>K~%=U7qT=0$@8*VUa z+!VK2honDUHEUj8YNWeYA;tOVqtK0<%y53aSJuy$f;gY0gjPAIL;esClUBP4$GS00h#4hc?&t1k%o$f8h@x5 z6Hvn(0-l5V?%HtgUAKcdEDp)Vi%XI1IAKaaBAAOVJ!P9<5hiZrGh2;CIc-c-TT5cG z+qn?d_&V9i7dIY`3|F}qCZu}F<~mx z&2IGdIa9iTdY~LdV(+Vkev4s`X={Cq;mC;?W8$A7KecM!fW!DXtdXWl@sCk$Sf@vR zYA`u&>C(}%PPyEQO{rD8-r{ZpgMx0K?08x=-E&;srqLj-^3mzhyMUkX&*6qNZ`%6Y z?Ufyt+8?m7*XQ_KFD7TiSv0zcXU4Q>jB_)Ch%yWNJtrS$Rd(6}qoc>eDqnM_%WxmW zi;K7J%t_iQabByxj&(03-=dmBqkpC&IJWtkd$ zZ0BonUrnp{tCJ>8etb=N%{r#jCOLG^1jhQ=ys`b0Y%RvkS3AG+_4Q>B9tsP7TSH@+jRyVB5|x3Z+zARe-&@T`S~`C* zgWh+M4-6&2n)K@NwdR&L*hjLCbikfj9t#CQxO%luuDR=ttm`?eoyY&k1r&%TR<^v_ zb8a2@2BMm1FZOh4Fzj`*qiD*VzIdI-j}o`3ja5@{ju&z(fGGYkuu5#Y>8DbTny?p_V*;|y5$7Cc&=V<2+f0{WInQhIN$bz+SzMin z`jw^jy)&e#=vHj(AvDctz4!ijSYqg6aVXWKw?c1QbD+_#GN3Z3US*Buu9*K*a2Mwo z^QleK5~GZ=-n@-8?5$Xom8|zQV=f2x{8Fr0B=g4VBR>wPzJ)%cCt_qU_GP{qH1F0p z)nMw_d@*;t=;@WuK4T44@2_7G8k0YemnId1TKXA_o&FZ>Z~T;YK<*{@0qg{Tdqfm3uh)Cb~_r!pgz(_~`KA zKs3aAk$8SZI85+V<|wCXVI-oYQd=qP0iz zg$iH4uJ9MzjKOqD6zKdbkR5Pi+`{jgqkbYHVc8RwFrU@b*qPI_m$&$&H32~(@F8*V zPdv_@=1mhd2eqR>%D)fFMAc&$;tROZ4y4A4q17o z%21D9Lt|qix~R|lDX4=fRRymf(-S)wVI&=9dlmHUqms(IUh+k;_lxOEOFm^l2xtRr z24+@@n$`&=zm^}+UvCsyi0CZ|xnnwc|JKWQ%^MbHr#Wb>Mu5T<-!h$1W|#Hnc5+6G zBmmHO;GvZ&$)FM7$vNUhI1PuEQ26f~b|btoiie!2^$L7}`$trfO(K!R(374A`NWzhnyf(<>tlNmBRo3=Z<;c#6M8D&WtN*D>>^+J^ zTp%}{vvfBLe&jKb#w5hVyfDZdU$+#0NtemIw0lF zoUzt;5=&lA$YG~wcsx}{B%=XKCW7UqmC^Uo#2?9SFPPegAi^RP^2WRcC@B#Q$_G12 z*p+$blBwAPu8lX2r@#-{-NU0LID7CG#;PU*5hOgaAAYP*Ag>f!Y0px;&I%@cp!`*< zNNSta{i$IRYyhur=G@a0!uua6i%0Tef9BVmEk@M`m@aJ#moTG zoXxuWX~reBH5&6eimQgqqS>#uZ;j`o83RyRSAb12nZu_0Tfnx$rBjB`)7{EFRjrLS zqq=)&uiEd#(SJYAb74PDIT&x61-2e8LUX#cslB!x^85-AP!upF4NZNG8QvRE>6Kv> zrb1C{{djqZw!*N4q-4UeojJ9m$<8MY)msbyh;8+amt=49HF@=KHQ714QM!!ix4oeQ zT~BY?r8mqFQaQB)p|u6+HagSIKaLZ`~18;A(4 z95$iuC%dnRD67U?xxT?9>@Rx3Y;&kp2s!=zwJka;@Mey92J=A8`8>>2` zi6Sl$S?G>~)qubb0^t&#E3LB}6|iQZvR&n(Os*dLb?amQLUNsJ0`_Do8c4gJKfiKt zf8{>8_>`22C>!N^Dm#z?_n?YivT9ZOb0y%fkp3J5qs?~p>3=c{$LeLgD+eVa#pt-p z5?_?P!+V8L#ml5M|IUy~obxt%7`UwI&|^4P#}=!ve*bx@U84kQSP;h&9npQW;~5vn zN5>cI=6}{PzxTKPx>3<;{=;CepR*WGN1Q#^JfpFUpy$Gm!KxiUlHd-k38UC838v;d zcEl0F3n$(LjIW`!2v|c>MC5ruuKMMLlz!RkZ@*yh_4Aghmq|~o=jov&m_HOLcXaYq zxdmq~k7tcI^f|Pv1zx!l1)L&2Eo}#SEQaV-NG9EFf8(O9?Sq36X0J;#{VX%*CL}Ba z&FE55jE*!rn>(OA)OS)^qvX-RPm5_L)-PWb`=^BoGIO)?4CYHpOB>)!1@ej-t4Rxa z2XX}(RpbZ}pa4HV+8#Fj4YF?WH8rNbb64r24D5RTicg!pk;9INWNU1GG&iAg#pXx* zmMqGCzh&VVX5`D`hev6SAQpXcyHxmD*^~edvLy`wl{N0U;r?L|4_HFQ#9| zSV#yBZ-P@Chv%94Q8;ZH02_AI>eqYWUE=5O@duXUG(EL_OT@Y4g5x3S>hjDhzlAQa z6_Kf~+G+Rn7Q}1Va#}El&>8rZI>LeBcemgihXK9%FfOwGn1X>P6Z%m9OtCW9#@%|| zX^XZHeWK3V`xcL9J2|dqCd%WIlOMo-YfIS5?Lc1i0LcJ%`(Apwu&~ha*AHV&U6A9< zR<7e*jXbnmZv6sriEj_?Jyl8Wa@}y~sU1G9MnvTGeYb9*+NsQ#EjrtzFo;zSx4RXV zswNqZ@z}VHomtcYc>a7HHuqLQ!S?lw`Ck7wuBE7W!!X2q(Vs<;967EosqwX&-W~p@ ztWq6kqi*;9-de~w<))Bap!^OtaGnijneJ%#Q4Re_<$4}vQO)Zsk3<*cU#$Dq$}v># zVQRC+l&S`HwZzmMs_^}pI-KU4ceoso0=rfUj(jT9cxiQeDSE$^;DfpX&hAHSlvKX$ zHZtsj7FAL9E^z3vs4Jq@Paw1gF%L}{>5)^vs2)I4_G0~KjxizGoQ{8-y^|!D$M80q z1mlQb^zGZsLuI$meY_SJd-jX&hV$+T$E#=gw#>f!{?&-;Vb1f*3<9cZ)@d_F`b*lbM1e6&aRiQc8yNV^phVGoIPItq5W9aasI#^3d6OI znHDQ8*R4CDVeZpmX7b=x%fQB+uWxJpl%~Sj%WB>Wp4d8d%ENSa>ZuNA83tSWp=t!0 zVYDMCz&t50^kJ{rep}z*Gu7-C1lPx+bPjWN;-<56QI~hhzM?1-n}_>0KSC85wQg?y zMvsGE>V92cnf5f%b0WhbVRfK!{Hby55V&xLT|&RykLy==a7%wWJQ8w^hkR7Sqj!dh#SzB0i^c>1Z7`6f2`|vMc{Ep!uBq9_#6C zrN>a_ra6l;yry1OIp+v4`*=A~!u*?+(boH;r5cm0*z&T^WaRAIy(PGruG z<>PktQswM4T4M zkEQnqycA8*FFeobzVo%P@B)TY`1S$L8ZRoPa%!JT?|(DvgRviXTjc25N(SO0z&9h| zlZ}OZ!lGcTg(ZAttWY*4>a2Ts-!<{6ws$X_t3G*hF~eJmuVrIOYMrkNWZy+^nUK0{ ziQn=ZhL;mR$-`b3Yo6B}ixk8D3{W#bUGYG#;$K+nLyPoT^XYKjF0o%;MqQnkWQL^V z%BC`(HmHx4!Dg1$R6S&FF35AE>W?l}B@+Zj*Q3qr!o*+8&@<#J=aF058g6kLEHJLX1|{sh_?A=ukh=Cg^a1A+XBa{2s@Yu}s1y z^|4#g-IcjN$7C?#p`^^6{v`M1xXWkOKX12`j5mq}D){sJVb4pAzE%?$eLt`9VReX5 zUp!2oj^r9Yz1JSIc|A%;-q$~r7oJM*kUJ{$vG^@+KW;W3_sUm)(Na5A!=!C)ua8@w zTEQvL+HIs`+EUiGMyQQpUB??4OZkOF)QPl>rZbyI7lx<=h2#jK+W-2j3V+q{J=0%5 z=VoNy0s~rK-D@lOwe(o{rDKfR8!xNK8SKM!W9=;SRyQLo6oRChod5Z8&Q^At#-IOR z3zL$TRgP=6ZCcGl?pK%JJ%P@7)@CFj`+m>NQ zFb$h)5Aar9aZxMnbw$=APgAdL!4lO4=)`ZkY_-#xZ5!z`(G4{{-n}DD{hwqCFb$ra zw5Fv;)MLencNZfjBWdY88#cIC`cv2)JUas&(*&=3I=Ho)+m+2uu1Je}k#Iow_`!mp zgbqQQWuaGrm0_PK3AHKIQ}=C?`oR3tEB}mln`jj(ms^_PvyS_qUIgxfX^gkJJC&V} ziF};!Gq+#>3z$3CUdcLfJ!<*n^MsuUp_-5ZUjS9N{888NckQZ;71t8jwLW9?{rVxz zGfe$xn)y4(M7HNXTznfGYzI5 zJiso4Sgm|z6Rofrn?1d+x<1l>oAo-r%O_jZm9x_MW3zc!O4g9}P%997LGIbG1Qcssq_P0)3 z-09-LXS)GBL)PlQK?n(LGJolc(I{j+nAt2TdE`x-0LT0tyk(t-sHbz>OfY^@?ac~r z+*;a)7RVk0JUqV>AG&$8rPDe!EYZQtE8zZSEJy1H&U(GU_W#5hI$g%_@Ns8<{TpZo zw}j6awtx4R1z~#OY48#AcA&H~{WzI1Gw~0<@UW|?XKuxYCpTt1qAO7T2X0>|GUs$I zK;n#*T*o_RIE`Y&%#WFT-`|%k+w^!WYqz?3u56!$+Hx*MCg-h7>V;!gnK&{`*Gyw3 znySm65@y40KbEskz`^_2>XpksAxCHBtXI#CWg{v%r;l8z*ZNTwZCEXeLjXq$H6qS< zdU=$vabdMKc2u#fefm*-$qDC8ihj65EGs9^3%6Dc2CV*{hh3lI z?Y-wqeo|W@bM;2+{GTG0-vVisMohO|b_fND%VDbt|5G4IKaV=a5{OUdulYLL{}qhZ zln_`~w=P8GW8mEZCEyGk%-V(5KF2bw7a>-Cywrrc7&kroXKfgd9(#9p&O0SON99@Y z*bE#C?_RDETBG;nzhcI)yO&4RU$EbNU-;V;*`ua&%11Y*o0pYyAou|wp)Aj{?C;4x z75nl4g(8L-zJOor(^K0#)6Sx|I-L9O8^RBKygZEXVvY(f!9Qcv4NC`rK7zD z<}5cKHvzgv?(7&;H(6cY`VH=E?}}z**DaN6!bbmIZmnP$6dg}bj|_ZHgk=e4eTD!z z;z#90v@}$7VEM!!tA^aS`OE}i9W?U!g@u!02)G!ENw7jHZKp3L0>R-0Y+4Ir9~kM| zggI0uBZG~qVDT&?CJ*?>6~2m};vix<1mf2mCC4~WVRa5>(nv$}ysN@i9VKKtvpr+8 zVWI(bL~H@12+W*$vOe?Yl+jGp=Sg8na2_S9cp_=qs4+_1hL3{$Wd)3)|BJUQVNVtt?;uT=!wrEx!0?g&eSrsJgxKu|Ce0Kd4MM%QXgo@0 zfgrd=Yx=`1H5mpxlUpHTN`h-c6NEm*lshoKg@dxV+R*cfmRIxQmua!r5G#SNEO-^9 z&$~`E2xyjrb0C>i4Q7LAvxlH&9iZzn%`bI@{z-zPl0RDnsQw z+T%j1r%gYf>h_&Hd2&zn=V3!=vhQ@h|8H_(*5M)^&?c(xV_=hhLl;Ph)b;&j_e}cl zI#jbBdrrS=j~{}ilGc_j(rysUsQV5` zNJ(841r_I=wQ1IKIvPK{cLWcL9+bi9)%V|n=w~@=Yw8=!ar6U4em zKvOqRwgZN6q6cwZ2DS%wega(ko2T3z+es|m)lo?K@Wzch z0HHAzY-2-_&EqGy5d-+xx!XXOmyCu&JScV$K1OWHZ=FK9$geV|9*qt*sfl43aoVVt zpm##xZ^|h^p&4K?fh7U8_@aj&OtWMbELaP8~oho*5z>6 ze0Z<{2sROA!PYHYH2vWREI@F|ZvqB$!m9)fUjd}*YDh>tblJp$)y0GlJ&T8Lip^?& z)F%I}Gj7e3(anFaL&LM<0C2!sxL+=&S6R6&U>votvOXz5jJ;c21FL zoH~Cr%Ub@fvBleG-G9HaSbK3LHDLAVrEXPqJR)*`=f_oUzl=vitn-Wm(PODd7oF{2 z?iUukXVzBV?SFqH%-7cVPnjm%A^6qt$KOSM#_N~G@T}5p_M?aNX&)v&{Z*)QV3sry5rHe^uH8b-r?@u39xgIvT2RKRa$G#=S^Y4F!J$w-kqn8^P1mlePIozISuHk*dLIS@mU0rTKHS8)&=(45^hznr^F} z!oxM`NPF`F0@_$34}Z(G7r6$9w0^n5Frp$#yV3eadc88EWtFsEGLHgBViyS|a7p?e@Pl`-F|-m}eJ?(ucwl7xC@9VX!zi z?v$(+?VOHDkFN#FEm#W#-|(ctHK3{2&If6QT#mH&{*b$nlU4UD#7gyhvT+(uxI|@I za`C2QVwAGF|9?PBi+IaU7v6Xb;_LA&la21y_M!b-{Q|Ifb5c>l$se&l3C_r;>h&C~ z$QKPYr(aF~eWv~MgYdUs*>pCBbB@Tz5@(UfbYB5FJM?|MegUax7p^&(*ez@So}N$q zync=S=Ld?sWh%vi2q@mi!s%HsOwL-o{ky-ExE&;1*G0YkGfxJNLMM_ndw-QL=3qXlsZU^NNmNNl-lxJBd(f!Og8Csb z^Yr&`Jp*uux18Zs@6%3+pkQr(2SCibS*5`QisO&zz$zK@b?O7@L$RAv+7{C~S@J(s zy-b#e*RP{S`4wdWV+9MQ5xi0dIQifG7b=eFpG{>H<+-bTc7CDv5w`E&G_*cR@fqFA zQKyRs@Xyg*cKGfkJYsr&YWJ2bmg#Le2IXZg7Vq9r^&bs(UHT@5nVa7vpT`qXyEyUa zkHNEq5fAe4wJnml;XY9PqkFWm!1Df&dY5%qBzj2A;PHLbGjji@wR4ZFIbZkqGBd^= zm$8}MP#GDPTOoyvYFTC&&8iT(C@LwpE-n%2vYO#2GiEfRl151(rE*K5oo{KLuAY`g(s=t86C-ECFsP39+p12F+KO?+7PwkZL z(%n6OKcQrWHGnP@E!(>MWdsPlk0y#O3ceO(@)t?{m}4PL3%7k8c>d74vO4{qUm07n z;=zx54>do$^RZpVjHP8OUnCq(w;bdY^QzQfZmf^zN7E%A=&+R4>^(0jdba(ppZedU z$2E;zNGDSAbd-5u`42Oq%1v?9(f-15LY~z;tD+T)%w=bPF)Q6oe4uo|>NXX$+{`e0l_x$;Hes`BRVI^1Q1LNc}6(yytyQ@|7vLP-VgHue+cLIqWKZTJz zC6u;cAMNw>yFM7TPQm&tkxJ2Y{(Ngx5q+|DTxo&BqihMuEBXj z%mhp=jxax_(Op06LSSru@UJyDK7p_?4XZ7B@d|jVA^{|0j#9Q&Yot{)SE%oqDIc7o zMVn7ZOV$s3?^Kbzt6`w{*Vv;iqLTn(TY;fwNMDqYHVy1?GP=IVmN#RKxQR=4$@g z#6NckS_kPe-2Ww&%5HK;UT6BYrtk9az6>e~UX7&1UT8$l8PibDw)o@vGnA4M67_Gj za&F$73>8Fsq8tY4#?Iy<&5$2$&#tnv6Lzq(L-cUvZ(Iq1I~#sgf5lwJDH{cSHWlye z6% zpPGrzcyeT)&7bL3RHmDvmA|1$Ro?u*K&9qh!685D^Bg88&)Hc?g*#QMPDwErW$#We zN`)y@sCSw46btEP-?agTf^hJ8j(1!2ah;@5?`5Q16nEQ-god2Xsl`|>?r?HL1Yl-y zV(8m*H|q{gQc!07%;uWLI~ajaG`0k>(8Ws=~=3uhWj@y#5}{MckkX&!&X=%zUFo- zw7fgtjd748y!$FsCb=?*6?2bPrQj){lBtPYe|h1TUw)@-FD`S%J5g=8Z~fCR6+^~a zCH&x_La1gn#zsM(f6Yh@3KoXQsI@3wk_A6z2fq2RoNcoiS9K!gpsY%N&oUyLxJLidya=F%4 zV|mNdW@oMSGP$G&A&tdZ4)7()&SMj*C)c8gTdTwvqzs@%xXGznFuP_PXYxKi<&Lj*41DBb8@yk}rOy zcH+B)%&&XIj$e_APs8Go{`dlh=OC|+oZUX2^oqI6qdVW6-Lb*JL)=8yZnj&`vYInz z)N&U_#26VZg@s^&awIprc-66a|0^b-8IRiS7=-unQ>R)&eDr$t#tXrN_Jj$RFvRa; zd^Kc`zIS1Z*eh8?5S9;@FHQm!)tlK8rg^Qkk7CpF~=K;!S^h4HS62>s zlXNZ9nS-Hr04vV={aP8nOTiV&# zsaz%*@OO&|_4|1>M8-t$EVk%A;FCh;rTSC*bI!ai*sAu0hJkxL!`l;)K7&jw4-Kwn zPS$Y0`u}W9VbUCOts^W5+$iRsSu)}ArLF5#FNeIzY;_RIl+bndfsZ#mSMB9F2@>pP z1m}tZNJ#sEXyDq1mn}$#(E@n2R#maB)7#o3TI>6wfiV7QK~yr)q=-?7Lb4-75h$N+ zHg7%$Rpl6xgevHDD^u5hinpquQLp6{2^}B-Txbtvs^|Oq4jkB8zjZLD<2^O4DasCS zu#Mv#HBdKe#3%EXd0TprjmEL&1XUIu@qRRF*@OBFF^SUBbdX2g#jOdx-r>j1taZWG z%*%SwTw$B)uXOkBl+0TG`9D&JqOCnS#J@;0{wq}wDT8Fo$bbCG|0Uayr07MM+jQ*P zzyEoi(}Q^4nSO*hw7o;6#qjq`f@ikHb5tZCjm#x$0{?o&s}j^E7Q>9GVFF5q)pD1F z!@+4Ah%ZMq@O8x}7@Uln1YQtGPe?ViR_5t;8VjrE!mI$AKXc+q z4#e4~>}W6v%09!>^I$- zCg|ZO31daBzwvZ>;sp7jnwnZ+n=jdX*N$BuKAj%r`+A1gn^|vR6%!k^3Z)j0)hLNfJo{n)R7*-s}R|;L`FeIN>QxOA-qcM2{mR zj(~N)ZHdhpsMG|Us$-Gs&iF?1G=TD2UF6sz6G)IMaz`9IVBB`H3!S=m0_I!7L zJ}^%>{tr@DU&~pn0R~Rf$v~jg8vIN_KFd6l?L{PT3`;8ivW-%WfPkD?92Q z&<8M^)AFmYwv&!`G~CdUbzOKFHASk<`gbY56loo3hc&6}xu{z(NnpIX=_h>i$?!R5`Tj>k>DIDPU0rQ${nr;>4xb&ek&cVa!xvBtxiCgM zg=TvU4b(%7H#?+(v(4(laD+G?-bN>N@!-0R%{gPEExl{eTOJpRd$M4myF>t*WTNG7 zNgL@NXq1|UU9;c!XsZQP(z5&jr08Ez9LLaJv`PP@pvH@sVQOZ!m}*w^MFfBRGeXD~IgOI_M_1CWgpcY&h#}=SytMxK%1bWA zTRuv=g-%qcBoQ-Ki<-*5J!I1SI4@OYbx7yguxMgz!S!!aa%k5G-3W@^TT!x0S9R6g zMO`h@D(I|g&l*k1w~q^Hf~der=Rs6lhR#(P`uev#THW`fk0>s$B`gcT`^4Jr0Rwy# zqQj@tDPL|731eJGoT5T{&*L7g;BWR>s%GqugBV=uQ4QGB;ygR_B(^wxX=$h6b{p1kY`J-e?7e_@`^qah!TU zpVA6og4Xbns~7QDSqvm3&U$8HTPZ)CjtDh`fl}jvMXd}q{V{T_!L3ZU+tAoJ!}=3X z#;?sSxPCTk+BVTNBMT;wSgYR&$<5C=Ps23XSu-$3ju0{42y9%-v7r*uJ?b2PnR0(_hQuZVTnf}jlb_+}i>>d5WH@#nP zhM$0~YQjz5mReE0n(S%kniBDAH9nxbvY*?v$=c?VA3zDF$H^hKghby{bpQdA)P9CF zt~?Vt->`zYRc@Q3D{KccNgaeZTUf(jk5)rfqTfH(*e-E*O`bnX#1KcSowgTrZ3-*v zTTUiUG+CFlvVCQ?m5qJnnT=#CWwUwiMr7bR-NS^eCzOUBg>F&$Eh=c&Wlz9~F72@| zJz8R5b*sR`ATm#Pwgajq`x_^I;+-lMVY>8FurGw=X8QY!IdSgc;&PI~BGx|UetsEo zyTcC@J0tiCne^m%8~!`ia1vZjFOiD0Y)invg6p;yMq9OSTVr!ZR#w;m2Vq5$b{0@jX9Uy+s}A7 z=f8~ETKh0Y9G-rIPbWMaqgf2JgLmnY%N@Z19kJ4CAzs5SA=&%nV=?DT`Y5%m3@4nn z8}hCgPCZwwSbM1^p8Ob`EY5H~bN+|V|5R46({4)7YWV+lx! zFv98FRuyG+d8I~sV5OG%gcG=L9s}3Bz&E^jmc|LLD=tlMBHLN4Jm2iO>g)x-kqKt` zb6czLnFO@mi?$?akkD8eIeTIHn)D{oU9+9kyVj=zQ<&zotj>9Cp}Vx|b$;=}s{S4l zQtj$zozc4T#lD=uz-NTK;yDh2jMQrnZsI1TjZ$ZwgM2Q z3456n;@JUrCcVUC3YBDgHv6^57~~o>|75H!0f^#ezI5iG#|XAg0IT!}w=nq=E-esB z##81Bfg-tJ-t3LAW)4nSz2}K{#Q;8PE{MThUU4cW>75P10r&HCv)qfkXSUZ)Q8X@@ zGgd0CA`!SJa;9e9pfHgVMhF~uo@BVDTefXA8gYmQ!-Cilzx0BjdJj zTKtE9t(Dq0EI>0gfQ$r@S1cDu5;AdOQh|WB?~-?Oep6$F>1t6le4eu;(AQJt^6c>hwXXD@( zOv=09q3oEMtm)2dzELL2EVyXa{qdw$Y78J!;9PYyDV2Fi)`@znZx0iuxO4Hv8T9F= ztKc0xW~ztf(N0Vfi-$5Rb8T&-lVidJJ9RW*Yq+UCAQ?rOp(0m3g=exlLVj z=SsRLX389aS;?g+@wJoka&z^i>N`FhklxxPp^`6wYhtyBg7Slp_c=YB;h`;g7sDY>5w(Vkm=+~#*(#); zj0J0MFY9(7lr^?&aK${x1W7eF0|zMSUNtiO&p(rd&lK-<}5 zK0dIfGG+ViC_Humwy)*V@``6~yoo?=v_jZNgqyra^X9wnuS-VELI*XU{ZQXBdHd~} zl&oaDHcE@H5%`B+{b#pg literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/fragments/jak2_set2/dg_results.csv b/summaries/2026_jun_08_abfe/fragments/jak2_set2/dg_results.csv new file mode 100644 index 0000000..fde7df7 --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/jak2_set2/dg_results.csv @@ -0,0 +1,9 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +13_3E64,39.976249445041816,0.0800770735372223,20.6305086081694,0.0729503051666894,-7.083266,-26.429005,0.10832398040230437,-9.69694 +21,44.06327842635486,0.08107193451856519,19.670862060154263,0.07548273089196308,-7.249687,-31.642103,0.1107713917466556,-8.34034 +20,37.327887163889336,0.08260660301096118,18.68701608062364,0.07497950894442588,-7.004755,-25.645626,0.11156064549184798,-8.06767 +18,37.1097307650926,0.07991208915371348,18.220530729847802,0.0710534854728857,-7.6007123,-26.489912,0.10693240757953891,-8.32514 +14,34.78721684190489,0.07635860543160462,13.754861587718597,0.07133909697042362,-7.06758,-28.099936,0.10449834151801159,-7.7898000000000005 +12,35.01144966244897,0.08051358525754371,19.86729225737652,0.0735765811743888,-7.100806,-22.244965,0.10906855966929785,-7.43483 +15,32.50755855951753,0.07912547892268366,14.469723615192105,0.0738401150767155,-7.0836797,-25.121517,0.10822755660776347,-7.37912 +22-flip,44.887309414868454,0.08023362004563912,18.908373277047502,0.07476770787313423,-7.063835,-33.04277,0.10967061560067182,-10.1076 diff --git a/summaries/2026_jun_08_abfe/fragments/liga/README.md b/summaries/2026_jun_08_abfe/fragments/liga/README.md new file mode 100644 index 0000000..745de06 --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/liga/README.md @@ -0,0 +1,33 @@ +# Liga + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 21.15 +- RMSE: 21.42 +- R²: 0.84 +- Kendall 𝜏: 0.64 +- Spearman ρ: 0.79 + +## System Details +- Ligands: 11 +- Host Atoms: 5824 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 4.48 Hours +- Average Time Per Molecule: 0.41 Hours +- Total Nanoseconds Simulated: 1552.00 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/fragments/liga/dg_plot.png b/summaries/2026_jun_08_abfe/fragments/liga/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..fe487343df72819e6412da1ae2dc04946eed6083 GIT binary patch literal 56722 zcmbTec|6x&*FF3}hL9vQ8br`Z>CIT%v2$1pdylF zj1ZAb8J=~xpXa%M|NeTtuIs+9`V8;SIs5Fr_F8M7sKbZ$tzq22NTE>H=;~-1QYbX9 zDHQ7e80hdf0X!Wk_&-WsT4r8H&K&nTXY1ieIcV$UcIu4Rsgrj6XB|B}Po6owLwdW6 zw4x-xlb4s9r_#16nx!1_& z?#Q=uW=C3k>3%CP^IQyi&_mr}X7PZUg>}{AW9zaW(-^p9eJ(qZb#Y2Ux?QP#KL>|f zkBO#xNC|yOts(ogn&vuIhrVh0g8_A+@vH}ervE4_OHJSR8&lMc^!2RcUsMa6 z5Fv1D<%NT)%&%8osJUeOfBBJ#ww;}wtPHDuPfeM485{D)NC_08GlM_P;p@O0u_PmL_81O*K{QnX_7oIVH|n}*GK~kn7H_+~ z)0J_{mMw!ne;P}R^w{A^&;L@houV2?UG`x6sM`61|J*$JGqwUP^ZlAfyp99Wpcv^!Ddn|;3 zV#59V(pF6_&FKa+e_O3<|799wT>SFn#1;t&rauFX+kW$U{&*YT{$Fx3)y9n*PqjZ? zeWtT~uaD2J&$-syo=B1pGOxMsAeiDYSRcPd=iotF%KZGFM%gz9?kRE1&CM}dKRnTR zpAz)xk-o$Q77{hyFPC2~Dk4Hhv9YxcKL2;sgl1&IbQmoatSA z;O?$fB=0}Zd-|ZJQS9nf)M2sDJO@}r z4&DweFIT?sx5c!?XIxNr$By``S1)4UduRU)%={|;PEpG|LBcy-a%I(w9v_vbhA1Nn4{YSP#PA;|Ti2vfe?`w(u30?ub*oJJ*z~fygpC-6bBMg*kaj*SBZq%nBSIt@4x@{J4=xWpCc*4Py>fSV)9jOZCbtO+nd{IXy}+J6v<;n%=mlq zZ}_~6=1-2>*2f79etV`sQ8P6)?J-kOP`I%0x0Mpql4bg`xtU!=L_|hb_QlQZ_DxSu z9+{b&6EA#+)zTaaLLy1Oi}iUi_3P_8Zf*uYKR+BefvsEVUE81TwXxw>S68o5`B+z1 zXZQ-gkO!x0Uks(XTTI6Jlqy zMby2zvU!V;(5jc=YmRs)V!0!YVpR}R9L;r?H;&JY+v8w9|MtzYrG?}YL#E|;Yg71s zA>`ifb3OP4J+9lV%Byjvx1XPMq6FQz!R7opJ0nw^9IXrvmSPb>@mH5FUmlsfer@mE^1lar(M3MthnHY_x>i|pa$%eD9^@z<}@+1uMcb#7s_ z4qT8AU$c?U)z#J5^co&g$Mt{ZThITC%zPB-UU!Fr!ai)Tq@<*gB?mc@tJiMcquJk( zI6gn?X>1x6nQkN_l$AU=>E&?ZL{`}btY7N!iHV6gBsQE9hE>!~PW1|+heg?=uh1VJ z=?$Y?-Qh95=UC*(w0ZrzcZtPA$jEdW1smA@@_#S$)~l5#i|9Q*`fYc)?;pA|-z&p% za-=8!{_R)VvwQbOl2DEw-LQ(9O58NZqP*85%B~$~BPxgx>3t z>SXAd$yiUx`*T)Yde3Y2rJO9`xZ!qu-J0c!6~Ez#qZ%FM%75WbCKYUy>dGSN1Ak}7 z<0BgsD&M>okdKgg-WS8Gmc1_WbcX#Ytb1a>Z+4CC_P+L6xP-3{Kwg?Jl zsx?dTHxAk`x*p82Kd8yE{@I>>8wZEbpPwG}&d>hQIdn+d!$UT9vnmT#s-wi62HCat zYw;Ol%Y)bgaSiUcsL19RHBoj(W6P+<+LteB&W(1&58sT7V{QBTmFuX8f&y1gPEKTO zYhrrR*uq;_P+UU1*=_jW^jPoc zw`U%F*W%+19C!{MJoxsm;`$FCKJ2w9aQF`?CShB z=^`l;F)FV;%qlM^B7qC#9~5QpL2|Cce^`Rmg7WQOWu~7c+y352kzR4P>G^w~=Zqy@ z^TmDo^ofdOxCZ$tp*Oa(6a6=Lx^5U589AJ5rQ&e>cn|VVN#N2RIXSsJkN*8nPk%ew z(jtUamwz~I{Q2|sVIRSig2-hcsPmdcNrUtXR1~&TLq`0%67C71RLJln_RHANkeUwYVIp|> zP3fUV9C1`?8Wf|?i%VC$nCmq)g+j_Z9LXp(~%r zo;nmHDahF1t1g4kNMwyTMo_7kTB2v%n2@8cYilzr`3Etol`L`Bh$rsGJ>9y-SJ&J| zKlo{7O4pGv*|_qryheO++mv5x=CGQb6)``4#lxMvm*djP6W%0g;Auu$OgOgF+y6ly ziHHXOgZSa0E3e>g7URzv+NsaO!^6rL*3{IsPe)L^YKCPW!og@2UEh4r-CMU-uUWIk z$=SKVTM_{3#WJ!sVxa3=T3fHJt=-hz>;Q0<=yD+fr&Um#LQ~+NwsYss<7y%)9#_UZ z@Ijig>Eiq})!$7!(;d}z%E=}CucaScpUGTLX=-ez)RoO{{zUd+&o(Jz(;$+@?xid7 z)2Q7OZ#Nq>S>xCH@wdN=J=uZAm2DeT9b%2s8Z!D&N3zNld$Mgjq?`!~UUcUA$yhl@ zH&!sgo>8=lyy@!l9;Ptrw`7@(RbC7C-Fj_5djb!>Fd<}lF~sGNU_Xd|o;EDV|92>} z<1amVnuMs8f0XoIU9Yw%{yF5%Ml59z)vZXKFUuR6u5MTy^!BSVYAOA40A;#y$B~a^ zTv;j(MjBb1Sp(aZSHG}P!_o+fGcIqSF$2i}ZsV{0$Ro;LT>h>G6>{VUZIZ7Dyvw54 z;MIobNHIj17@Q=BoTn|D(b@FFMSoWnyiHKPZh24ouV+$w+&|2)CfJL0)JEX@Un=sM zjhA0O2G&ZqAo)J#;kEqf_q(++rGoJT2LBL%h;ZGFJg~C9U|ijD;kG#E0rCTk zLI}*zG|EZWP~$AUmk_3$d^l&AhD3U1&B|AXE73aqTQbSNF0W83v-}UWEB|n@jJA)b z{N4I>2DesT>bPln8R84vx}`~+V5?hp@H2&}J2*I`le%q)A}b*3AWpC(p2?iKeuyV7 zc>X*OH}}fF17$J#R}HwikhfnWhp)^3&?c+Y{>Z=+WJOg8bVYfMC5O-G!-txS?^|TX zG})ZFowoCHb=Ssld8pQDYBr#Yh}|IX%$_B=@=an$G=g(eccs5{yqL-L^R}<#>c&o8dPiS!^fFYJW5Cc4 z9|~9?sJMkoHA&~{mxmU-%=HDrA|mSitZMwMHhuN+vTxqrmS>_4ro_j`?=L;BtxY$- zu&~{&ORYJ}bS?h+$B!Sh*8^uKggK=xA_ErYlF$BXN1N&9QMq2HB*a_4F2rYPs_5ZI1g-83jnl#;pp+>$9J6_;WjihbekUiCTLm? zU@MmL@L~Mz+tI_Vxi`))MCueS$F`2tc7D^l=nST&rUpAJcAp(-3wCMENgOInnv;CdzK%| zggZ{+IFQn@W5;~XpSK%$e{a{hQC{@FrZ!*t-`wa$*I28Ro1ecOol)xD{cHxM1gdIk zI%^n{eAmXgc4NLvDbPg@~MMZUhz3vlzy1cv3W>l*X=!y6mV7o-goK15i*Mb!_5AyH>!032f-TGBOiJVa70g%Y=RZ3jvx7fy zlW~?wEl7c`;o+=F&#{iuBhDpf-Q4nKmQ>fg-aJM#5mM-MCoN4_L)Ji15UZs~*85#EP};#5b; zI@QIQExf$EXxC_h)edL3tlz8}aB1BZZPLj%wX|sU)?M!I?G1VR_O0L*VSrUpRBNgS zNreKZ-g#3itdeqX#$EWM5Fm-4SQ57rIeXQ)72UCgDa*3{!S?c0xdBYF61ACcxDb`{72)qxQ+*VX;#tE z_52&Finw>rGJkRW8K?(jk&vO5Ec>4y(|Uek6U-{k%cFP92Nvw>>q|J^f`xCsF3$CH z?$?M*$Dszp)OI%RIMv+dW+OZiJwQU!r%xehIPoD7_f`Dtz7#lu_X#OEb@(tVTC9r~ zFYdo!X;2??>5}Al=^hcrHV|$5RdUPQpPs~a1cio%s=qmSUzrCFduONX+yVK27l1Xv zSJCX=y&G-#^R_l_PzSG&`W>$q7ZhAnesJVZ#{Ik8eK|vPfyCl4d}HqVwJM({JUTK z&6M2ij&Y7Y=x?XCSl(Ig8-m0xAT7;;1>xRqw+avRd+@^+O)ahNuIC}-ZxCL4Tq>Mf zb1oy3Cp36#sH?}_yZ3nVPk=MltHh(95iEmD;Npc_jvgK!d5&*5xi@S`30zuCvwGC% zilzv0qV}!Kd%JV9=!KczRL{=-QU`nEKJ(kQq^xW|pFR31-D@Jcu4g{|ce!S)YH?2D z!i5V>&(57OGdBl!xQ0+8c6N3TunN-CRZ9!#!7qsZRuny8VZjUb2Bg3$yfPWzm~QfT z14$C=w;r;=v$Z`tx9#j$r_^+5h8y#1kCL;$Hc+bHzd!UN06TPdmpe7c!4tsNDU4ct z)Up(Z9}Mf(CFLB}Ij*)ie|?*EY)Q$kOB)qf0vBf=H7_1{bSTlOq#^||X6x!|DLzn? zmnWL|Ct&E#nabzQ8AtNLN4n?EKEnC`jmme4SJ7~^%G~=L*sWEoR#msRZvaac5g)&f zVuMu&jU}voWz%JRh0{shIstq8Ub{6SkbAyRRIe&Cr_^C3A_%4Kd{6Fp-!QIKW2OBty)=> ztq30WHApVH4GO23EiEm{XQMY}ShGf|Zj0Evw{My8h8Gon({6KY_x z{S1!dcE71p8Ay%TqJ26#k<^8cQu4N%vz$D6l5)69bulHd`8yu*3y2-f)cr%8alUsR z6{I=0WKt%^lsOW_}Ay zjed)HxbI5OME@Ib6YD6EFWroc*u&RumfjOFc(=f!@&eC2CGU&L$pUkKha+(AyTHNj z3S3mi0tew3B%|Wt*9w|sn+0E&I+kKx6;OMg_r9_(_13LhJE{UVzkmOJ@OzbNXQh7( z>cAF$ezoK{+P;YI04n^T{0<#D#P*M5h`c-*phErf+>$Fv1whQzEiD{e+pIJn9lF<4 z;die5!Ymu$RyA6Ax6uy8FuzIb$_uM0c~74vv~N9M`7kA=32-UOA4S@%DnRAFY9Pyw z9Xq^+npYpZEf=q}4@^Ss!vj=ZNW_$&GVft(3Su}mJzW&JLnC=Ern35`qUZ7Cex$(E zrr8WP$DKlcs4MU9?e^eX&&EdW=l9PrGkzXrTG;d1<;(9*+dL> zsf%2<#jX1Vt=I79H7qPFGBPr8;{V)rMq6`}-iGDBzpo-O`kJHEZ(6#&$dyS|RrOR` z9+g^v&Y=Tf9gWz_D=K2-51xK=U8?^5`?}ZHwth&_Vv6!dxKbuGrc!mU<=NFTVjnZx zvh1($?dF^w`~E7^I7bDhH~eQ+ z?h|bAP&+D+3kuN0#Eb8NOH%nF@x{do0BKuBeZNDi!H3a-7=}1t+mIl3bC16g4w&S* zZ|m2uCp4y+nVF8t=1Jd#FWsNXgQH~i&%Lg%7yTfwb*7E>-c}VAKFZ8mA#@^s%=OIm z4PD*c!C_2Xf+%80M{eiNk)(FY)wLVE`}Cl)d2kAz+RfX$77LYVc)~o_+kpQ_&65+2 zZe7(>ZC}20M{Ev=Yqx%O)-|m0@#Dvraj<%kKiZ1VB-QNs;O4e%+qUtd#_^db2nBYC z4L3KpI0kg-W!^56zrJ$qi{*WeE`md;Dm}snR4iNW!$4<)xb@_MzvtW*RivQ>fMmmeJdvQ77v%_ z)~(K~=&|a`CY7rt{zkeHY3I>ofa~g^z1{Kc8#0i^NEt^TbO|6*H&4%NiYJOw5svu? zH~^5y2-jDyUiEgAdb)Xds4vX@t##D^u7j3N$ zd*aY$spACYpZUHAps&7TTl?ZqR$j1U6Y9oPJe2$8Z=V0FqvEgZQ1Ntgm3~@kDy2SY*dO~r{U%D=S= z0FU3kdpG{OTSG`hq`_j%z5S-Q?p@0!J3rWzOk-7fK`j5H#i2tiV1gqMd>Uks zBe?$_WCEQ}&Prw<)0AjDX!(ya{pht3WVD6eY1lvZ?HN7AP=(YZ*?m-;XLC}BZiu2+ zgDMH8ARGrYY9PMBuM;e>20v>TumFyqM{C-ya27sBDJdx&y)I-KodX9#BO)SdT+BLO z>2pFkpnMEg-L_3%+(E&$ot=)3uEgu7VMgII{^aE3rluyfrNxC9W2@#*mTjy*70z_p zKw>5tM_Ap}#N@hWsea(L$iX5De7n@sj#nBzy1wFGI#a)Y2R(eag_nj5-Nf%1I1O&vAj7bqw=bLb=h{Y- zx_0LJeo|c+Ely~&v+UWFytT|RA)6yftGH9q^T#EhJBLMUAQ03R)6ALK4qWYr#$gyN z1U(T^6plYL@{W)|TYaJUM*(37h=^#<`%c;?(H)YIkSHCHMwa6vuoRiDHpy5^;D9Dp z<~o*52BSAOSd2rEjJjj9Ls0n=#BJf`|sZ6jVhzy?EiT1;DKGsz^6_ZiW#6V z(kE#eqMFe8Ej5gYb>`dCpB?R3Eg_MmK6Z7-iTAwR8#mfx6?u@#`}|SdDwIdYhO+0vOc1BkQ8j)2wWM!AI#Ti)4Ei4M?_kPEFb%y7N>WKl zN%hB%YzQDy!GX-6gI?Y~owxPE;|P!NSz$xFvB_z6rU(Z}^u+86?dwPC(?VN8nu@Y>&TJ`* zXn!>H`Ed-GuP)d=;22Sd=!lxc?>?r8GFEV?g=!WYwuS$F+NwcQS-*ss5GwNuDf5C= z$m|zOOBG``sW1ix29mlxa21;Te#uD3lyd zn!%4w`_W8CPyZ5#lc03)szMhlCE;+WLw%At`B4bu11s3J-9X(eDk>^yc@J4g%gb|M zTTMi{|Bik;#@iRMW}`@9!ISbUNs{0@;0xg1<;D*v5ka0M(@6Kn!j0hhuP3#%wF!?x zlAVqY12r|Z+rpgph1vcaGvHN)8=!GB0pNh1^~)dngyyH*Z<=NA-o0jp&K#uCzytN5 z8#A2lIsLs-g;YOK4*a5`4CsBg5<>{EuE5TnoM>ERa|PHLx1a9V1y(i%DU!E7asGpr7z z))NXdg;6^(#_O9;yjY>727l0XIvNkHN%v}Jprzpc|MZijrMcMIg}lpSV)TMv!Ro~6 zV_~aWSy`#|c?sz7`O@OFs@F){IzXQwxR5r;IR$|t7ZelI&7229$OlHAM9++f4Oinw zF|?0wooz;i+3xaLvZS>1d3`+tViI6hJg>aC_+0R>`MKfT{>n;8(j8y9vX*Y`CX19Z z>S`1m07`m5#cCu*#1Qg;=vhk-PtWb%Lq^L_;PN>XPe6`2wDn%pec3BwBZd5pg^uyl z-fYNk-7h0v*45D=i8Qsg?)&uL!R@v$Rw?^Vq?)y|GluQ*`ORPXZ*+HCTU+GjH%OPZ z*g-%C*())zvD%IIRY->q@bu8Vw~q7&2x)%fvp`6{$H#-y($X%h)#0h`{*1lhh!m%p zDA@73WKwSZHNLDDU-nlH2V9~mo&Ny04|E6jf%klJuI)y4)~8QP1GX^(m4NmX{aZ$O zJQSo!!aBgxz0SqM{ro>f>n@ZXdxp+s-rzCF_u zv+eif&m&<&73apRB$2ytT+@#gOB)_J664*0vuTT-C;u@_ON=euN2H~tWvk5MikIsU zaD%P0b2QpHjbq0)!k@4Y^nJd2uQt^6r}bs%GJ12X7D3z4pkmV;IdVkVZ;BaJB;?t% z-2n@KO%L3X)f(ERr>6&gU(fXnY=-fzl9$SJuQ72+6EN@8n!{J-^^+QM28aQg!1-}{ zf>+_adx*3UX0-!GJb<21P`Vu*9ZgxL+lYte*}1VgRAe`_Vc?MW^FF}?`S|)0au&`( z8F~3y#1$(mYYE9tY^-wC|b5BPSE@N`-erO2f$qS8?X;)2*$oOrlzfSdyNY|$=f1X z%Iw(j5|3W<+`aonSYC1Qt1GIDkpL|(YHCuOT!w~*dLT_TefSXHw%Ak4^z_shHk9yM zaPtqcBxX0kg|%hh-rLQE-=cl$RCdjK3K5i|olWy_&fbhf-Ba<~ zN$HyW`HAf-e3!woe7hSKrl-Z=uOz?c=+U9?--Y!pq5Ol8zKkHyoy^_CjT8@hTyU?E_+RJXfH_q0j18t!k zFwc$MWj&*J@L(+<=fr#|uiu7S6ADk07&4)5JL zXp6yig*7I@N{LcNViP-iy;K#rl^9n6^kJPz{aqNX(b@VMOM@PK{K3euvy;;Ua4nHB zF&cJuDVnpuIn<(^?4c9t6^kBdgLEh=3JO+NwN# z(go4UPNd9^qDhYwa!+*c%iN(f7QX+nUNwp zP#k^n7-;(Z#vAeR!KmAUSggh*)mH%6<8yyqR?*VFX8sTS`YQm^+A0?`g4h+qmKawQj*Gem3>&zd%w_ET}b^c|7T)?beWX64Red=CJD0-YPL3ril)Z% zsy>jB*pdHi;F)B!F3w)|O^ZKT{-IZ45Vmc4u$Lev_~fAbf`p((w19O=+^m2-gWkqC#_G(u zbLZge%eJoC1eHN^nGm@mN+=LY7g9*=9&1SHKN^#^EmlCs$JT{3Gj^ygG7izuvuHll zz8rV$S_lrJEmS14qEkGOTWT~OCZ_Gmy#|JCfAjbE?^%e)`8(@ z(J8U~TwsP>=O;xg=Y}Mrv?}i2z55$R!96f}b%V*|9abxN@RmqYPC`SD3jPW>= zkY>=8Q$fUe30y5{d=_e*)2IK|z?5r)T7ed_8}T8tb7vh4qIkpOr)N2*y=7h73M~XSH?($PInU78y}hHb7FCWw%CxDm&Weoyz*?v^>o#w`^7N_P-QDL{NO;3R zdgz`~T9fx1!DW!*p-p%uYWq$Z{%bEFt~9{~zlxrom|Nj>Y&y0WN&V?jjKBYZr~3EZ z(js9c^!oXc7CK~GiTlH&(sEN7AQ!2FULqwO}$j93B>C3z8$PETclWHHnAkge$`l|AQ3f`qZ0vF)?*gQBk3TlkjrNaO&?&NJyZ5gXW$l$Vl|? ze+dcf3#C4k ze(UI<=;Vr8vO4b37WThKxD=Q)o?}rM{oe%+{qBA_GnAD}G$3Bp01M?y3-<82*CLwG zwMxoomm%1k+VTW)tSZD!{oly0?3H>8_R4vKv#srb^Wf(^c$mZ-aF{3)5viQ=%}1Z^ z9|zCDbT>I&nB59Pp7QuHyF7GPuZS;{w0; zU-g+9;R))=6@8rjO2<5Ry}^RKynKxD9<0r#O`AwA0QbdYk^1Xp#99ht<+~#u9tA%2 zep=PU)M3Ozyhs@*)5G#z4|2!p3P4bT-BM<1kRV>60U0))S5&SST7WQ0(tK8Uif~3yY{x{eQ@uw~A%iq^3n3E6fb1mZ;*5+8!vR^O2@sG%MgHv}aM1F1qHCu^Lp@#z*k@A{ zxeh2ge%Cpu!kpWznE9(-@lkN5YL~v}+wU7MZ;4pDIR)G_Icm_#gsi^JRR`06zNG={ z7Y_H1PP48kJN4oB{`dPcBq)UO1S!6LTZ;Fuc6lK32iPnWmg`DYsGDGA+?E#o$DRAS zySqW}NE7}SzEnbtqPZpZrhLutO)rHCR$KT&I zAE|Q1s6o!20*I4aQhO84R5zahcMV)n58+3|Iv*fPWU1m9rSv(Cr?J9y|e=u zH}v#D8$yN{Fud`=>@RveS(LVsj?(ocMd8WN@)El-8I?g9B}!#X`Eh4waUdod3MsHy zAmJw+ud+&(&~rLDK*w_Qnasv^G|T)W%)AcBPjoi4XMjTm+a*_sdQgP=TErFtCB&o3Wmy(0hA! z+Pnlkj7S+t|BHRFc=awxbu$`h?3#Gm?TjnnRUZH?bL`;*{52jJL z3^74vtcTTsamU-+LV!+sEykkq%dUST?d5-knz2k|h|{cCqz3;iySY|o8Cd^FUL(YZ zI6J8kg7W`0K!<1Xo|O5xGqB&8&H)xIE-nb6)Z>j{H;pWX=a}K*kRC73`loz$?)@$gf|7IOwSKKbDf6n3!m!qPpnr?k-mF7|Jj)y+GCbAD_g{J9q2> zOyNMe{nj25R21s*b67&~2c}A4tAjHrXAsOo)%dHC{GgKIv~z{~;Js5tQfR5`zq&mvC*m)Wgdw z6m$$RFqrxqg=G=zd4_;7ZC{77fSi14NS+3tN@>no8U7>V@ZH%|2T@UiAd?V(1_Lv* zrkNQx!3cj|7GJ;42@^pqeEbjaOosnLLPC<$(!%iN8U8@g1WOvE?dKq3B!H3@T7evk z(u-hC9>Re_C=Q|63?L_@W|1e0a6f7lxuez)LI$E)Hv}N8VlOf@pea2uVW6*i@$TKh zo}0)U)D*nN7M3ME8N2Vj6f$*z?WP^wjJHc$mW5&z3vio>;?`HcZhkCqNdwPK+ISk8 z5Vn@&2ORk@M?}Gyg_HFFX%K5DHK~lSaRTEB*?{mCawk8oy0Oi=4jGaN8l*Yeuwmlw z>f;boKvO*kcN{07hU<=n9~7`U7qD>{vNo#4LLKzOHsiX5w$}C*sjYmY1k*^?k@T-x1Z6 z03s6=qlXk-Aa^1m>+pRlaMZ(rV-OG!FkEiPZb)0IuW%>Q`AGkMW@TPtSaA389xeER zEbW$%h8@Fo$YQQp=lU^qHOnUDNc@_;{4-12QegI4gMv5z`{i1KRCfJ<(&_ZIND2)} z*GgUt%Uw%>ZAD#8jq?9;PRDQIFxrBvWb59BItQTk0^}b+WMD%3<3PNXXy8vzexk#? z0oWn&rvn#0rt0eG>OMzi0~gB&(5tyF0BCz#V9rW z>z8G=!Kw)vIXO*yH#r0AlmVz>2%oYzKMTNmouQX_It1ilxPV86aN>wiIwqzV!CcaD z-Bt2t1hB&?e^67YUv=v0bg8(@u8!O2^Dkpm!TQ40sK*M1`M-{53bxQ!2OSW81Qa-0 zdnqa^-dr1Q21IckRy6*$`0RO@V8V-vc2>^**qG5PZC!Z@(`xW)>d<1?2deaKg)=#! zCORJ8-lVS*hBt0K1xq3SkGt_Es9v%+!Dd^qAZwhUfQ^!`C)PuBTUO$eI{^hr9}Ug-eUj?7e0`H`r(ps40DBRo8Xp@|K8jzNclOs&P<*`Y*3$mIo|sP*hX|w2PbTA@+U3 z&EZ8c-=5vV2Lkt|K0{Lkiyas7~Y2RNl<@CKDf~>5mtxZfPSY@$- zc|;(Xe}dl7XbZ^5uo9&Yv65ODn#s`IYmDJuqvsh%)Hom8Nx7W%uthgwjvrFZBzH5ZJ!mVAK<87RLO~jb`_?i`9X+LPhgI z6B4SPtaY6&}*=1?{OY@u|QRJ14`}k8e}DO2E2Ier87KnRc1UC3>t80gfqu8)IqC+#+Z0} zhxPsKWY9k2rV<^j+6R+95rclP##6UesGY<^bct_wQImZ|dASV4Vd8@OJJg~9u`1K# z@iHGl^rwEz91(qp%!L8q_b9#r8mNKcB?=1R8)ijfW0#l@I1nFq7wi}I7hRgocu%dz zW@}#be?;9zTfY7HTkf#;>!1U})5-+hFkwS`wm6|nBUtzd5s%^&RV73youPwRYsczZG2fg2T0hdz0-BhxfD7E&_`HbufTXZdNc*Afd%SHJ;w zLy{z30+>+bZ#mA-&)39U#%{tCzZu3=sn4@o8Vi8PtKpI)oGqk$ELUyc>uVpX0t4Y6 zq9^vILm|z)M2CuJT=uKG4S$vb@uO#V3<9Pb=sQ8{wOH-vpzc5mU4-szhwK2`nfmgm zejSWfsAG``aIBL1?1Ur9SWx%c%6)f`X$)ll{k%sWYOhfaT(lV14iF^S7D)+Qrwp|G z@p%KsKOjtyVxS~T$V-;)>gnl`v8krOOl=FHpy|`Kz_foKd&b7r0_R+kP|t#k&CH==_=*WmI!1(y)@L8Xx1;?ibSs~^H{BAFg3CQBpmIvYn;iKnuVpIi+%ngD}R#NlrZU7-w1{ zGA;!Wi7{A>zhwtwU+&qFp`mCHcq8AQaiQlDD~;j`j}|(8MLFy*3ox%+*6@;UWfE6;KV$se@g<2oG#q6U)6=hD_mDwL zNLtP&+b4u|l9Q_etkLU`kYE&SU{p$)L%`(OzNEYG=bZxE%cFW=Y&f(pZxAk2k&;>i z2tZgtL~YvnNEpf(QCEqvix~QVp7uYEP3y*U>i`f!_lmx7;cKBw1bBjsUqBbTyocD~ zs-U>IxS%{_o3+wXAh^|vFUEte>mkl9IH!ZL&eb5&Mm>o_r#5c#5)~mB^T|j{TMG4` zKHfEbRC?Po(YR*|AsS`UQ-f!7TDm-CS0A6d4Z5+297tFSPxBH$yGZGj^bRK_EN-f+1RVurYl$)uZ$ zzB_5n;UHlXkWp0Rfxns<-7$GBWk9e8LCt`CH5HWv2R_&vlKP$xmQCbPLdUW(-SC;@;ZV+An0W|lnN5P*_6IXRiy z05GV1;j#X}v#mlx{21wnH=)NBE_Y(^CTb>>jmWPzu3s0iGI|deN`2Xl6|E^L3XZnO zfhOUu>9i$0RngKNVr!#c)<WL@e(i@^ak#K2)_;zS8UF37Di61u6Dw#}Vupe%B|{bs zy$1Z9HCLXarCtNiJ7E&RRuFtbx*kjdAtm>s5lPt9iNv{flQL_oo>4L4%IjA<2Qc{W z$;nWFXt0Rxq?ZO703^M(>xy!tvH9{4<|I$L2g}6pbZNRR|EzxHUg254Jnp!kp8wEf zcK!Srg*z~ag@+K}`!5{&AZU%sua2?;B{Lk550*0;GCmQydc8yEozlExYDnH3JXbd> z`%w6+rad9P%Dy3TcxYc_Bm-u0bQ5NM((J6QzpMN4a0p}$08BVYH$#Bl8pSVkG||Gm z;u2H{_SU_cUX7>JWPLyel8YC1x%aHPdi5%~U|YYm7~HG?9H!)U z2{0R7gM*Pk+nexQaY{d6-2*`ZBUNDhKp-?Dn6xOwn|JT6EE?yYDWDx&lv5Oab>Ky~ z1mF)~29H3-Uyg6{-3wmS9i|sh6*kyT@Ijgc@BxLAoy#mI3%P|gV4j0IgBENPC9aHv z8b;Dm#lwv;FpFLf=x^3ULL@&JsXC)fT$~Gfeq~}}O2usSRS;v#kHGv|E2bG_MsQwL0& zQMN&RU~rIO^XARtW1Fk!n%5ENWgvF=QP3&tV_Z8*qUG0R1Ya50aikWdF}-Qwjd9qr z%9ntin$TeXb7KH53?L)jDFv4W@RvHeE5zCVTpD0VZH$&~=2wRc=rKV-;T5%1U|Ah< zNLy>LiM$na>!f{8VLR*%Bk?Px^EW?yVE;8dw4MJ**mi(qxLJr{1~9D-Vir+%jZI@B z8>p6hep)in=brsA;uarITt*KD@@tS5e&a>(Que?MQeMHjPKa+$2evG@b z)o6JdFGCW5FXZuKDGXH^RGjxFS|PG@X3q5n2*_ZkA_Jjj7=y`c#JLx~zY)04*fc77 znYtF*YMg6VG1ag!yFAV?<-yya14DI?GX-@(mc0PChU=J~LuHCqUWAVamdP{=$S;>d zVQ+*}3}Jc+J=T_;JB!+0oxqh(wb2}TPo9Keke4(9q$@}Dsek`odcp?`3P?pzcyEly zUNCRo!wc{Owx*)F@@kPOF~>@nWUE1;#3ecu&~g|aARWD-BkZpKC(noQPjEM>6?P^?h8 z#OPRf87PFpAWR4NZ=(ERutMzj3~Hb~(h?5zMKWvI4i`)89{;&&n5=-+=_mw;!8lD0 zJZdhJij^pP3XUKd(nd|D1&DKKlSbX2C|Z1F(Kp-RteHJNkb_3H5hLIgeJtPrf)ERAR|NuVKUi4h(X{u!i5?5 zC4R{PX|+pH5r$+sLO!Bh!eGWFu#!Z}MhQ!);o?DL$?lWF)gg8;s`LyTG1*8W!o=L}pHg z(7?dNv_9fFZY@K%PKAiohJuy-_;Fh7L0D2rf`%k%|Gmh? zr-_o6+JK6|3UMp!)-4{uT6m9*C+HUTng2Rk>LH9~TLu@Kp;O0*goed5>>xz_fSAR3 zUEx&4QZ5f+3wxt2 z90tjzN;Vp)usDY>p6B_y- z6PtTfM5Y2U{T%ou#&Y25VQoJud>p;mv$IkdiAn`_#%Sbp6=-ZiHVM0^Q6;qGU|xq( zjr2@D3Th|OCef~Oy3|*R>UdI>7A#M~r^6P>TyIpy$oN_~(QdRHgq$oZ~R7F_b7;3Q&!jbCT1Y^aFe0YUn~&MQ#`R@+E3OC?X;P35f=dS2a|2 zp;%q`l8An7NHEENu;LCPI-APC#Uqc)klvev`9mGm`4Xn zt{!Us?eifr7&I_)MOw8dagE?oBJMpGeB872otN)?Nr%+{%RXmS6>u3H@(YY?R?SZ^ z1SpF345tCv(`Sx`G!G#(G(B{8i&&!K4um<|bft;Oj=k3T9J6HD-hscZ3|48L?$Gvcr zS*npw#~A!^8yh-`n3}uR-tl+tFv04@yUUG&evtIDNXn!uCmJDC1j74ank%K#c#9MPr~0<2B*+aF|F(Xl!!iG-kr;kk^TA5};c* z`}DVRUr#azX_qtc2nX5i&yRypUpN$_gB!vbcW+e$Sqy%t25Eu;2pQcd8e*O7bWuHn zX-$b=Evus<(l+gUgC0hPnyU0JR*nC`mGCM`@7`EpP!LxO>WkssAE)Mlvyr!zErS zuXRM*PgVL8#Egt>(!@l5WiWtXmOdkI}QFJkqlS&U#b(yP?y81=UTNim@;ifp`WJM& z>0z>++$_mB63@=Cij*pt?W4cN_81~F5&56uK(GIy2rBfA^qdJC@Su5C7y_NMttyV% z{X?@&p%fJr$zFMbAyIe=Y@D1Jz~7b*=?`VS2zNl3UfLkfh$Ky#RZ><#C36g$!C`|^ zn0T5tDsu1%xlSeJv6$M@w!XEG@N+(6Z3rn0mF-$vCsv2d;-R5ApzV$zOJx$3J_ z^Zx&?{+B0Fw#MsklaI%CX!{slF<#2lYv+^FHz?T!z#$OPd^F4M4tanBR_6 zg|x=X%`IB^fZQMfAD2&o!OimW^Jh-Ltff;5p<4w7`wb!>xo`Fe z+jTo``JROT3Wh$-)+Z5V7fAs(h{OVirLmm&)sn?UdR$1qTQI%>QGiVB;VL0f`6^>h zqyUQ&H!39N8VvUQ#_SXkLvg^!ye7H_lfmfvTEZpZj=YC>d|{=vhbN|@$zTzD>M$ET z2ZV{cbt?*k5%vJ?P*%!~X8)%{KK1qK$!jx9Ae)5M3(Cn7fPK0IuVxqM)27d#!_jVF z%*e>8aR!N&ED179MnB_7>aO5CA%$BK``{kB1j_U!*qkPg9Hu!MMehxr~X$QJEO)u3FVoEy$@NYYLel}fUq&4&L}aLX2Sl#KiCPp2Zin;TeJS&?Zp z)P=a~*NMH2DEbhbNv(t2oH~SyG!3?|SSy~OD#E3kQoTEqy$0hxFm=EdkY@Dc<3p!A zE#J^W)fUI36(ql9DaKe~Txo%oEw1jcIdjH3WjI=7AckB;fNW0u{!kE>Ie96nXu~Fj zJlel9>(|A5tbENgr1%DJ{eHl~=kOoQ`+=L+dw4W$f9K8{955TOHC~1rVn|%0*6_H- z1foaSBwqr7@&8cv-Qirm{oj{eMy1gBDkCDZl!mN~GAesyMwEymBSIPo70IZCQud0B zj3QE@fsC?}lA@4EMm(?cqx*N?_j5eY@f^<|zx()o!)ILAdA-l~`?b!C`WYO=b46?g z=*6*_oI6>28l_yCv<+%~dH`!!Z+7g>uy=8>`r^J%UkRq+Fqc<3Qute4jE4k{#8*$- ze?KK76Hid$e3}{J%=(4IHLa`?e$P5uTssTz3oY_3Y>c@9MOeLBu7lmF$dSkI1t5}fOw#gv!DEes)q0i6zO}@ zk{m(6QP_g6>`IBgSK#E)oR(FCXgsyMPv=dWl@KCOlun`|6NO@h*_)oyMbaR;uH6=j z_%F00#OVqp&@Fi2p)uJluLKEE#Z&N4O2^hBG)S4`eu;Cbm}t9I8pn%`2Ab1sKVME{ zHVABoJOsc*#M@s0`(Qs|q#!g|pLYxzljpUykI^cDuhE3%|27Crl7Mj=7{we#6yy~a%}GfT%=uW$Db-Hg09jh6_n z1x=>mrx>*xBi?+%4r|x0Q8rfAvjoM5s5Y}yYb+5!p_cqsSW7Z;^shuMjYJm}grr?M z;7tVho|+gAC-@X;J%>jhRx|{9pw+ey`A^9`V z^#Q>rQY51cL*jcSA@1vHUAz!$OPy@K7{-7=@dqFW9%PN~Mk#QbfhSS8}nU7(`>ozr(> zlp*i~@l%5gC!Kjn1wZXdq{_d32#pm&m+5YqS|_A21gg5B**^ZIK>#WO8^9$iv0!N;T}NRF4^N5%37kb57Fh)TpF{=W=UF%AV_I!2}RT6;udOZ)2}s zHRy3gMfwf32#Gku>C=O5O1(bX;17RrxE)l!;4e}aJ_*6;cxsZ_BjPPqb zZ;iO5L_>snAa*QPaNKaLL|U9{R!#~?20`Q#6#YWcs#mqN6gFV*g{AXLXUQh)T){BW zR=s~;@m5*`*d3&{oA?bTN$LZ^av*W3!ga_)$lP^0Z`>=QE+ViOASwXiXnakRE;>BQ z&CQiYm|i0UvShFC?BvDQQ}^^NYW7BoO)%UamH4-*sVU;U!tO40KL?A4Bp~1o4!F1= zFKjglX+r21z$Cp_45L@DLxq&YGyS0j)t%sl9SSzmr(m<5+-9YKYLJL^1}E(ae|1v#ZoG{nv-VhE|-$WQvXa5OvBfcr6sKRe6B zMvDvY#J&E2$r&PeGH~O$C9?og*kY5{imo{Rfu4+#(1jg@TYAIRt$nbqafiR-TxzNa0DZK+ z7cg%g#6W=r2g#8KXbp+Z7$r35%$c26+Vq(13-?<|TR&pt_j|@mp-8GAa0c3$+>y!X z7Afz+^e-o@V?=p>M$4X7e)n?;ww+#GBjs1M2bI_97XjEnLF@&@MH25f0(QFI2QK6X z_=74)+%PjPn=qT4oV<;F5UEpWJUa`Pv= zmMh|$h&+c~nq%QY&esz&rXW>*U>_sa3EOEb?Tsf#4jk<$+WXlx)Uh#%$*jOZU{(Pd zU!+42l@&(7FptZSvMr~u-!Y{7B{?U_1ae+tM(~nU5c^6&&dbO};9RvzjJq3X43S~5 z^KR3fvG83~=Xk#yKl_0VgkaM^sbb!WmH$e8=+qq6Bff#gbQ3Rn0Jog{SFy?PeV?kzFZ>5eY^!W|d3kIs@qjRmwWM^eO z>y|gL64<&w+8M#5TQ|iS3pT@7t(5_>4M8aJIFe=R;N)}%{tf*;NH<~aGWe2hhXzyF zKepw~x`Dvi-`(}FF39xT(<@`0Bp0cxtKWtbh?uJ|x*f2$CpveE=nSIKejNl7Ls0-O z_T+q23lGdHxs&9KenUNBx8W{#zQJ%<@&5r{#Iv{_i7Stb-}|#2K75!kZ8=k7=knVn zr2k?o@NE&*DbX22C~gB(g$#87)9fy*iAvG#c-_y=SR>Y8C`=AZ)##v=jz&^q>7)!> zk*siABPhRy$e)QSSnp>Gp?m~t1~t7nSc3~d=t&0QQhTzSfUX^qHBQ0u^;v$O3|*>zU^7F>+h`{s=T&5_0L1pkJNUOy`EVc-7^99utU@bMU!$>k_ud;%Z)ngZ z(N-fpkKHPAm&fL}XGvgJ1(-l)^hSU@fv*kPzl)_MjABQN9$ z#@wJG zL7Sg@FH01A5@+I~z*ktrxaL=IN(+&QUwRRp`m*k5to(RXe~EOa*7&~HNpWd$*RDl< zw#UB2ORzCpFrzOs2A|V1ur)X#oFEyG;AYNY*M|v-9>yXP!LR|Yd=mNugeeGM6NwSR z27|t%2W=|h*;F1zLgk_c-5)045o`xlP#j@zt;Xv#!l8%8#V~1xur(0>0!)95FNO#v zB0|KA)v%q5=FuA-hj6+9y%T|c(W9uZNxgID9Hwki5lF`b;DMbYQWOvcu$c3E>_K1v z{3q)))uQIcm-_>F+#$rIWqQH;ie8C@ zBFcUY8Sq2P5+xP%^f-lP6|8{IkYW?c&12sP@)vJJI$`j31eqZ*h6F*x?`ua-0Q|?2 z(kpZ{g43EAAtEG@3uB1b#QV~6(vRcfe+2eKmJ-anp?*h6$4}JP$TxzJ5H9;OfWeUL z!hp;_+r($MXAm_Kwh!~sIcPL*VK;>rH}HvH3b)6907!~>%5d_~nVy~luzY^R)<=;I zETkBgCCw<1XB(g)4^*0)S%$YE3TPdhN0cTq)-Cb(-ITTThP<~7 zitGAW<|nl531xXYYmAcUU1egwrOq9OT7^OmOH8PfirQU3p-@C6gidc4R#33y?L?3` zmz8FMSPGavLQ|u6tA@@fRDusWBZ!E4&;cBWi{uY$483=U1rLtifp|$%c+kA|XTsfr zgik0R& zIYAatTRNv8^{AQJppPISC;)fvj}^v&N-EK4pr*FUs$Hs^%)Bat;A2iB3oW)5DHDfjhEZ#kO0naY#x#f(UuAW2EaK@*!W}^5$8X zn2G!yy0t#f!Yu^vlVh~I;uu{x;`h%ov_!~1*>mJXB#EhpZ|Va|8u6ImXbcvFVo{ZN z!pLTbnw*3scTLVCBVS4zEb}$&xU8j9Jb&U=RT)|vT*(L{r*&{fOXHIxbpr<#kti;b z;YNhlq>8^)0#+blRjTLzNUF!Kslk%SE2=y+yqK(BVrZg^I#< z>ihbAzK_!9(a#^JHvnEo{!-NMn_3*Tf|v=3IRp!L16<``-fRERVa~1-`Fl`7clO0k zrHa^Z?;b@11oO!vf^?;(l86f;*F+mZj^H|ZI7&te-dhxM6u|RPUyzv#f)m@-gM)+O zoB?)!kcFkqdllFx;Bw-524j2%zyJxf!i2FtdoNZ*aCmt5i&Gn8?>;2MCPp)6)Wzl; z%YQ%*s9>KX7z?D{))_PX4o;fwcN`S@)*r+83hfQ{L(yi%{fsKNb<+y&U(v^V|2y&f zZ{YV{p}&dW%ftEiz>zmHJPuVksqnqMy+oUaE{X&Opg7~wR^bC-Ph$kJ)3@ckVi;yJ zFqkZ8kpGAx7AF7{!%zBt$I-@hgE|P{~|-pDcvZ zl~im@W787OM!QY{Z_;cRM$|m?W7l)9_dXJ#)4F+;ox(;(m~5C_N4~w=gc-F~LS)H; z<1@cq?X6%pY33z|DO{0&FLgJh3MlEpsGJ6lb5Mk96*wxSzd~2O0aF*Spk6%e4zTG^ z2WEc%aOf(Pg)rhAil3F zccKyeDO%*EsOzw5-}@cMw_k~jHZ&-k`xC4fQ~>eteD=pp{E?K4yMgW(S(i1qn+SHI z$b!Y?-gM}N@}Wa1FHVqPc3^zL&;??TA{pv<7wzc!=g(11l^`c!1b_z~wz95{m7FP~ zr4_37E_~1pR}YWLV>Cv*UlhCf@H8T%lI&M$2C0icNH9`lt_L3nGG;NPBajhkajcF> z-Ir*!6*uj#W10YlP^_SDUp{*Dc?`~(f^OtCu*@{W^rdLY2}uexHmTtwf%kBB*FgZB zy#Y)VKnD^e0Sfuknj&#QR!tyuOFNKBLQxP(aR!T1&~~xF(ulb^)N7c_JS<7H&LI~H zf)@gv1k`|C8)hEKZsT@mqt>4y$L24xq>v5}jk(!rX;5y21}D)xgdv?g0mUS(u+J|S zJsaq%Sg8x);nKf0;=xsiyNlrP1P}p$O6Gc~K81`tu}+AkKue1iCaKGK;IS6y;0bsJ zU_iJI%;pl}izF%%NG}LNg*}w0+TlTwI1y!suAP(+?1R0?nZ+?;SD(z1h#-KJHkbl&L2pZ<5yabP!RAMPvZL5bIk3c&gzv1%Y?4gxFq@+Nh0z|3S6=m!xg(aMKU@=2A#V~xru876VnEA)RZ5w7NNf*1axiI zAYc(pi)V1&#ZrnmY)G-k0^5ly>#MW{6`aKA>gnl`x*IT)V9&zBLL3diAk@*B*sXz1WsaUgdKf=6>U#}$tpP`&LL9uF zafks2)LVm(4Ry0*p7h3zoXWGyWdQkHnJ!gdpZ$xz66TbM8#h>?_4`rO2w~gT@FMa59k0NapR^2bn{1l_*7y|08u96k+nO zcQ`0)1u~4*Y}Hd{9yRIxj){-JS_mR{Rc7W_e2u+G+fal;Uv(eB<|IN5PttjyKR8}e ziK%tsAVGt{#u7pge?dVUfquq1BPUUdoI**MFzAOm&@YA=#fBq@2~q_HjG|ZD+laAl z()zq_xuPqCQ70WL1Zj(O7%0RDAWW6ryIEkuSaMAIdy!bC!f2~O^y}LfnwB~P*x{Z% zbRG@Ca>9`fU1HbG&R=KN+JJ;P{e$EICN3K6j6@1TfLJt;L~sKo#0MAwHpooPbrkyX zzEvZKEg;&=qQc*@{5uIjz*WKizRt*MbNMueB}@>-C#NAAx`&tvqP9bq1_q3C_^QYB z${jn(R61G_@0;$N6z#3lCDJ}iz_IV6tqUoVs8g7Y76{rEF6qmVOd$r^7T~V_wA#-n zN(q~$wv%xY@x~y}&jkhsHqYX297OkoIGDBA_l1mi0ngYDWB-qLgBD8x?-BN&$l?Ll zhnf^I*X=X!%TARm&^{vI4T%BSzR~>>%cFff>33KBbv`prdg=Z)jWhG12{+g2GXcdR zQgiV8OcY7WM5QLpAh7BYa66&(bp!h$X$t_u|6qcRng^cN4%x?$`C?`cPY4OwhmyY` z+k7j~`H<=!;7j(e=CZN!Zhwy)pU6eH$caRU>1Sb1>-9yHJ%$B^bO}In zd%ZvMEn}L5%7^=8dDXb^z&9r0#Yv}$ zW_u&zd#>m5+3R|qf^IzgUqc-#JTdZw{7LRIwlCb>?UOOOolDP5qv-zqYB0*=tOFt{ zLjhGs&H~$>Nl@Q)rJLd9TWBQRWRx1ZC8#hxHwFf8Y^7O?&$& zT59q{h4wj_j=1P(CRCA|^4?3a@6b@U81a`yV)x18VT8v+e>xp}K`0E~g4oxA)m1|} zv;nr^5I(r`kjAER9aD{mVWN|{`N7`Mr!tF*3RyaAY=j2J^lDW3^SVA)z_3%y| za#OdGV~D~H?q5k&-USu9{w0j>7Z~29swpI|mUEAI>yPn0gsGHhEOCYrh2Htz$!U;; z5a5NOVOs>qOuxUv{cGftU%)X06&0;~*;etNHvI|$z0V~!KP_WlQvWAtQ;`K9eR3N2 zf@BFpY8}S+^DObmgN7uJ@=*6f@$NOtmj|PaLhWLlv3rA*)V@yb$@H^BmuAv+f?4`M zeInf}mRJ>N-(;UT&-I=AGeNZ3;55V0CXf?8@GO&4 z3P~O%SV=A3H$bLHTpw--!Xk){6#`oVeT5yHW27*!R>Mhh50X0K?IT+eh$?K{fJCVKd;8Q}j616*6B*fGZPL*7jze)Q7fXPo;H;dV1VJ`Z0CH11-OAcip$PWa0(vRA`cV9|;ei)bxTKS-bt zq2J-&L&n$D60Pz6TN!dt@6t{-23>(MXYC?2jJ3akx`q0E#{wXB?`uk@6(MvbXf3+` z10Sja)pOWq^Dvk9Vv0cDE0(_;YvD05>@4C_WJlH|u@ivDXL@xIEy@-&=*SR_w{1)1 z$E1gbhNAGSMo#)L3#q!1hVgY``FK=udH%xlq5C?g)KC~~?Ck>~=(E3>qjEnlkB)+N zn|9Ew7(6u$GDdr9{@jej(bfqDH)CQ_MzT8dG1vCyST3NVI|$`Y1_^;z zeJ$vfaRAOGtPhg4ryjHT-}5KI2mG0$HM)yp)FF&OKokzxyW6aYAl#@eBHkd_A@{cn zc{U0$(G)EbH))hWLWoEe8&sIPNsv7@Ha1uzm2*B~pg{ai&+xFdmaKuIdPl|(iK)VQ z=FQ%9z&8Gn)*Yh(PAMVRn8d1K;y2%)3Z0tl;{ez})cWEa8goLIM8eq+f@g)N%omMf z&&Q8zXCDHnN!H8O7dU2K&x(01r2k1>UB;7sLo*GYt{DqauFzp?qb2aIB2&cP63?sR zGJ;M$f3>W4uW`a}F9MJ>>0N=q42*=)Krx@-B-i0&5AXHP`v`+%VcCfp$mFSgy)dx_ zd)%!Hkchkz&+`7c$%fWOoT;eKX+(aYA4OoXLCwz=c)d|=atP5EC#TA`8us>8aCTPRR-;!t{imeN9m^gSF%!6oGkO(N5yx zNh@5vxN>*oaizXjGvoD)( zAnvqAx2-z%8P=S#f&IZ(lKpn)z zftQUow!s(hBgbUkFwQ*hI5j$V0vf5iis%uHESUr|dOmsc>9-HG;t<-#wdA40t6czq z0{8$=2ptY-BCiHkcNZ{|Xpa)NFxa-PhykcB%FPa237}ddTQt8^mh+0-dPfhZCK|Yiv5aur|>VBOQb#Nuk=y zI2%Q1Bi+PLoEb>+JF{`SbmHZVlGt!9V!xck<=jrZTgP)vRxanO*zJj9EwK#JSwLJO zT>19L2Vs$MahW4|Ksek$Tv7*2w3j36=)>DT?t475>WDy1O)T}e#xGPFJtBE;fud8w z7Qf|L=-#J@LJAO1>s*z58nhKA?lzh~x$a81UZa@h^fMRIz!a$V} zrblWOn-KWmw}y7s5}tiQ{llmZeqarV+#0u$7Nb?ywhNmnP9Z>aD|2e3P@;fRZx-Dm z()+9U-3`v3?2yDbjem{x?yQ)bWdqxa5$!R;WKlrXkzbo;qTU>L!(JWk=ve!VeN^T4Zwi3y`%+kb5xwhY}tILOc*bB!bznVHH+2Ijg*R z$pOc*j1@*fS`lF46N&El98U1gn7uz%R}htGm^Ab zh==$|Sh#}Ul%XvSz1l|Ig8FhPt})669k5{>B}0-g5>u1Z)O7y{TE-^E__A`$R|U43 zvK>k!stRC?zO6ZmJr?*G2(%G2!b8?1_}P4^{f-!;S@=&Uj6VY#$xPvDT=hmHw3-}2 z0LgoGO--`lpoSV_nj$S@h%Nm6!J@0{+nbvV?k=R=;k(9I%4~O_C7WQ`YNUza0gML} zE*~t(|{C z7Xo*Iq$Bwr$b7Lra2<0E0jy3=jwa_zWf~%F2Z>3$pk*RZ2arMSZ}4w01kfv82vt1b z@7p1c{h6drKew*&$vYmAOlOo31jvoV1a!YrhBSJ?!7OC;14fAX;)9;< z!HNFM7SEtcgwE_y;LJ2RRu}gGp=_&wOK-?9jvnIPxM73n zm^_dKs&cWDnxW&omG?rL`+8v6==B=#KnT`j!Dz@A7YmVY=(etCo6gR#BTS5p(lBT<^>M7$9$IR)jXv&S9r1DCKWdf9j-&2+hO|T zGF=BV5h%T76VEf+!2?53#{}$#=rJ+Ti5B?60ZvEGj?mvZhnq_dy$=b|ywWcq7#U2G zGRo_ot9NED?tM?&{L;z|%rvkxx00wga6db7c(}wSfL1sYsy`8jEQd4g8_`AxgaI>AAnHcv7ER>67#1SAy+ zdJhKgQ9VBwJg2>w0$vQF;dJP)jzFtC1%a@57Cr$&ixRPCf@@$tf-I~dISK0bW_lTv zK+3$Om)hP);>{z-vMN zWf4e8oNzVQh`9?jlM|fHb+xsPd$)Gog^Bgj>K(?&Zff#qvrI)pvfXzX3pM*9E8ysT z@@JG|Z)=2v=GOPV_sLhlds({HaGT}Zh2WU03;=1V$LQ%Q`L1(E2(N!GSm-?ZeuFmP zV=7Jb?Xn#Y2Xo5Y(ZMN;Uc=}ItRMcH46Lff4Dc{iRbo(PEc*34~I7w)>pUyuI z;WBlcE>_hIa&oChKYI?~(a<)r^0p7`;|WuTcqnJhD#|zV9bL(u{klc}M7GqHL@azx zQI+pYcq30w_AL)C+Ts2sA~TqxDr`RUTXuwVWxN(17ndkDm2exSqg_5m##q(-E*G!E ztEryiavQF}_Y;muobi^4`vb_^(+7624AE0Fv0EAKG;hTD=$kJ}a4q!@q5X_aU?nC0 z1Z%?GlWTB|Wc5wCM{4Aoo_W?6QGTL-Uolrt&L4zP{wNA~A=*k&)MeN0LQs3Ptio~J zkLG4i#kL=VUKO53Jxt4%l5|x0Qo8HprF~=T1-3)thI=~j?tUs{!MB0JIDxRlEzWS8 zMy9^s^!H+jB4aQ^r2xutf^0@hL*sbKNor&ZqaErZHR8-uy@B22A4E*<0TbGcl7qHv z{eB4^fc4@?qyRf?gq;Kti>c^pp*qms61O+V24_*Lz#>tR;6HUlefRFNpFe*GVvpBK z5|`_7A`6v&$?-(`%J(f|Lb2rdFQ|;NP^na~>$jl-h&z*bMvgV|rm!nD0PEx8`8-3( zoH=W)7%;q1oL{@C!azst$T9!P39R{qCw{Ed>He4q-`jA6pb+i>P60dpdDOpG%MOZ+ z)U%98LP4u3=l?Y2tF`^$0ju?ND+8Xnl25>N$~F~I@8@kPy2sxFBs8y#XHQLYG)}#@ z^uE!s_AI%Qx@>C})>2Crlne03hGZRU8TOHNEnQ6>oLhpiyNj6vln-HL3?EgveUK?R zC(4qJ_9Gb;8ERYYi-4JMjuNw?T;tXhJ_9Z(@Ik#}TQ z(>_T}gBe>}n_NEx= z)58xZ3gCGW>zMhxwL%Yue`gdmkFx=Ll$mENZ9?`g>(*}keDPz8i-GN?F+Hu6ru#pm zw{0w1l*vGyc)%Np^A$FOC*GfJ{09UmH@3FoeF#l5Dw+mk7Jqyad#a@{P!7evR$eJW@ZH8vzM~U>zA9|Ox}bI~6(pz!m$ou}%0H5DHr`i76@Qws(a-kg zniU(KIO?hS_4~h~0&-F7!dGtEMb7o1?X}s30q;+27kcmdY<1|ROGb#&cX>G8x~j|yj@%<;rc|0N*$6B5FI-zD*ZIBl*tCZ5#c#bILa9n$o;y6%>6o@mu>tBK{Ri!i z`%BrjG;mNz#=b7JUPNR!gmiD<#uX{+$^qHwhwL@Lpdc|!vH*&Vp(uCSpFj68c5%;2^7sb~*!OcE`Ozxjto7RHe}DWNM!!GM zq3aoTTpd{tuGkSRV|(7gU<8s2YXasU=zds6c3nu+ym;5~qgWnSx{n@(JEnbnrrqMt z$#38ImSRifjgB|Dt8Ok+xc%eFOOFesXw|bsQfNoDOR>1<^S-v*f7Vp^QWG+p_+!_z z)p4jwpfoS{C}JBUg{DV$`Ipl9I^8ZYN)9`Y14omKxn}@)nTNLnMOXI^-ZhYkN(tpU^MBTNZXiy=C`{icBB-<}1AKV)oBl>}V)H3T(%g1CQQq(%Jye zIW={h(tY*9D`Ihf>_F3nP@63hZztDm#)dQULZf~EL1o4FC{H)86lmYy<@NKp5w&ES z{8Cbu#?U7@;b5ex&vD1>Rs^wE!!!BPuDHVk>Lnds9;)v8$_VSuh|KtBp<~|~96T;( z^lME&R@3oULGQ+I1D|Sb}2miP9K@p zP1tU^U=2eVF()h;kah$u{MHtsUd!y@Pvw;`+!=EFu*qTZLBkMnzB2*rjA=FI83{q@ z>x8$ch7}+3P7|aS$QSxYmZQcYJ>42TmOctJdv!#MV+-lqFmrq@uK1H(KRiMgaGz{h zB^lmnW6-g~?DW+dTRlLe;|;2dkAT7+c$;@; zhZ6%8%tk+q zS5Rp^=FFGwG3|EKr7c(0@Y0~u4KMGmN4yVz^;y07Y{^U=`#4%@iD9S}QdMql?qrx5 zzaX;E80fk?ni(hHWMUE$<-hk)w_<27n0WE)vX5i0BbH>UAM|-cVD=E1|L@z z{-1@z$!YhVd~W_hSNR^B)AZQaJ7`AW7gwG7cKn9RkEM6U8%QZMn?Ty`&0!qbcZlVa%zHk`=DB2U2gmms*tLq~rWgH?lGMyD4RgQH zl4PFil3jFVJo<)re*4Y`R&zdyR%V55Uq33j{_Jbnx4wqfYvo1wJ|fyRKv`{&DtRD+ z2R)&R8^`ZH2E*6p^lr{eBIve>?a0-@qCH~ZS zTawRIGF!Lq`N{Xiyiab(fcjk~x3Jb8`wxoZa zi|YT`{^!YW71WnPy)6r3*AB0kz_O{*kMp#PcbnR#Anlx#ym)bz+v}HF?iVc-syLx;J;`(IQ9~<@(3u5+i1bd~Ex4E)^B%Y;f&l_D@mpfWj^VS)aye+S% zdWO;Z&A0Ejl4g?hW82lYvU+S2wLaQyPc2})SVvV3k_HYBpT~ymKP43d?jLFxJb&)G zedCn1bYP&VrQ9OwcUXX5LO)H=bLpn1*O{i>+PmSMlC6R{Kz)#~!orHQN*h%x&6)sX#J*)jTz!Ub*8R$MMUeLC%j~SIku|oBfiERv z=DH1IvdfNNCmqtE6MgqQda)O@LaR51Y9IznP?cO*O%l{+1IT0k@%9H|{=_ufOHQQX z^-eCk&)~K)uB#z5kGz(bpu}w3+~lG5=RmyN$C(4x=cJudCKr!odn%B% z8DFmx33=Ebt$LzQc^SXM1QBBBs&4{P647k0I9;JQ`Dq!#{{|*1<{rX-KJ50`<2IUd zaDUODaqT?U2fW`T&L8{d@sMvTf7mYfMP38Hm!iw)TF90s=4zXDNa%Z0WOGLU-bHz4 zTy5gJ$`&OyUCuJt$5-8=S3p;3jj|`Q=bG+^X(;&>e)pX78AwkZ>pby#{k8|aIoP4p z|Dedf0T+=43gdlCb!!OJU7GqRRhbsny1KWZh85ei$pCtHU0`gokQfC9?>K#egHdJ^ z%U7Stj*q29&J5$>>BCxI`$#u$W_rO0JMWu=)pAb%hkiwI$Lk+{!!Djj=5j74aZs~W zeM7CwOZ#HX-EqF^ABY@eUA$V1Ouj~HOOZXK%hj|PDY6Dwjz)%tcQH*sFloizYW@3D z`W{2WD7dI(A#Vu|H)^#^&sc>c&o#EL`z?!yzuoal!ip7rZo2FE8AcA}o_?q!o!vg@ zUMAx5sQjr{`Q;(9Od%EA9?X==K**>q(T6c~bDBS?v*SC`RxEIbG# z3lS~3TK=RiT&bkHL5Hf?hi(h!x3wd{X<;m=&H$S~9?xk_}-ja0yWL;Jk-~d9s_J^m64V(#B0-3mD8=>Yf zE1Lk-7{ekpF4+rtZQ$@J4Efkq)?+Z2E+07yE9TIM!RWv&y?NKNLzR3dwUuLD?fW^_ zKYOL+*OGL=-vQFc?KgjWV6}1293y`Zy18dhpOOXGOGby|vhn@p?|kiyPX8gP#8U>hSq;JD7`;^ENa*X>bQheNP2BCI`JW z9*?`&txGHx4^LI{(Tdy)JyY8gc;ERU_u-dWT3-yjO!zAR^9IOwqG6;=pH8w_5gHoW zL}tAXm$H|Z!C8f9R2?BOW@Tf0gMwhOXc#jIm>c7rJ4vWOGTNmwi)9tQJ;!J$+~@jN z;u)@+kM5ptl07cYnIC&-gu6)~E)2aUim#8OW!VfHXP0+>yp`1$Y(< zeM%oZBzXeIJzgp?wn@63! zqr=zxtlW_3q_icfkrD@oIqHJ^+U}f~RYiZ~yGLbUIx^Q75 zI>$mBkf+%MLO&ZPG3f5xSs1rJ%w^9A%OU1ZGA#RI9i~j)l}co+0XWim9+S@OtM59I z(6S{Lcl&6sU%#G!hhQ1Tx=#&jMw0Cx3u*vOxd~?6EGlL(WC*+ZYg(VsuLVZX!%?*um#uE9_DcL6#hL4b6eR|Px#y7xIW>zFV<1E4(t z7mnJ~GavcJF+<0`H;svkGBkY;9mB(4?M|T~A&qy!6$f6a?syr^@&(eEHmJ=MbUAvI zUih+K0fO4legiAiW%D5ZLr%iO@S<(XX^=3ywu8#B+($ z?mhuC9T7aVxM}=F+q*jP{4#x??Rfkt;J&7m5u!g0Is={t2I3rGd4-=ocj?j#-7p#2Tm zdt%MC6X7&WiF)M*lvXILuXk$-DuzColP+&lYTalG?U4koDhU9%UaD-*d%p?GIF7fzcAnrsKn-`h z#L*AvoSwQ0t|_g}>eOC{mzr@{hm@w4w)UIM+(#Km)N;hfDE)lH31`j-kuSTD_UL$s zkfyQ7&hf-k*S_V^V)C0!|H!Ew*)zNX&5&%FJTvM|7E~)1QkXaO#W$ zC~mD|D|vA(=aR7Iv|AV+#F_U0M!q&Xxo=%;!bF{U?9AW= zFZv#MaE97fQ_{U0^M5$r%#SrS=OK}+tF6CyTgxF$#~8qZ@`jugBM)vcr1F`!ZdF>A zG4u!%u&5(zlTprnX3hw@-?=sB`59Q>|2bw#xUkit__UxG@jz(5*Y~9XwJ+AxOwDD# zZkZc;bs~Ap4QuhyQ_{t@N9_w&q>i)TUEpsp17p})*k+Z9yNvni3CP_8^yrV?QI;Vc zI!4oKleXvueD(bGj>H!+P==qtlt@*~xZw)hBbEXpNMQ5Wc}+}BO_QC0>j8J_^l+eD zK1Uuw!bicvs{6Q}hG@kxRbE<4Rm2tG{RUjjgN( z7P(to-kG4|+`az#jS;I*R_&uM??f=(n0XaLpL(4%&g83Z-fT#U#8AbYKlFj!tHgB4gmy**A)M?|)p;kaZZ!mcY$NRD1l8Blh zIg>nWWWQ1{VqQ_Y@wOCMonQYri;REOne2Oy-J_=hpMzi@+WPT{TT8^S`nM>0sAj*{ z`>ex+Vly zbIsE8VVVOKSqyZ`gtDFw`rWar8r`0)45aAu_% zDGX@jJgPai8k!R7iyR3&g>E;S^qZ1_%uD?zZ%JKS9Z`Q%tl;Zuul}#ynQO6ldTvd3 zcYSMG@b+H~bxU3e0l6&JJQ#%gMi)+OF(y0Bse0>K!RifT1l-8jMkRc}0*Vx@$||im zybRCEHi3CKLzy2)BTh6h19_0;X8CRuLd~+$Q`8z;0Q<*MZZ_O5Uusg913HJlAuzaf z%dd>g?-YLonr99GFJ|Mur*`fgFxH2wXDlA*^`}mnm#~T zH#6cWrW|YcYUY88S~g74KR;xU|iK3CkCo;7uO)MI0^ea2jW-oM#bd#U-9( zJPFBL_0Opzg-YhCSv;36Jv0nic95G#f810C&)Sy>_TTFXo*6L5#+K*U`o)DzbdudS zlJ|Zssgo8nI_Yq4%Hu-QwQl!3X3Ut8bV_Q<=(QI}G+t7X^>z^1yQaPNn?6<9zp+%d z=P)qv$O4gKQ}e~BMqotC7SsmtZ6qU|(M#2F(>V>M{kT5ZS@yaYGtZm{UH77=h@-jS zkx}gKmbJ89y?+Vb zj1`(wHIr|BW5*&ejQJm6bK6>D2IbX)_|+GLoGI7Kvg9BeZW>^sl$Dx03Wdf4w2tly z^ceir_oYyJLTnzpwHZ1{jZi8wJ$K62^CyZG)VgTw+;@l&XomlH1XEa)As~)?`E&TA ziHAaabl5NI-@CeyFhtP+i2nnttgq&#Q|1n5C69_&zTO7_HtT~e}?T5$BdU8VMQJiAd$_P7`)Y0G==CP$vx<`l1s|N2bj z5!Z+L=iHJWG>!Tgv*B@(&+@*rp=R9iqhTECY^V#@!0k`~l~_a42Y>NfzIpVbHRoIV z%MwkzW1G;$Zv)4R2j@qLuwZd~PcU8O7v9l%|9q^%9kc32-n!H}k-E$L_zHtnDp^`L zS7hep#Ts{<6M5p;`1Y+f_$gx>fmXSkCDaUGwE(?U)j#xZ*M}rkJTwpXS7j4A)@#B4 zdyVU0*;rM^(UbcV;B~=;E2CC*$C1&7eTQP{DZ0R+)__{tH3r?jSViW5Ah}Oi(cOU& z?EmVU0w!>e*KHvD=HPk}+JaY>T~MpM`d{EihX2SrWm=0xiP^e4-CBf;EBv+Yi>|Om z+a7U$sfM+Aduc6vr8oJrA3*^YpYcOw>MEH zPlz%IojWwVVLHOA%@-y&V`?hZl9sjjfed=4PeCl8?+Hwz z#J8;tmrnwrn2xE9m4m|wtSw-UT)?nt5SXEfOoqA<2y#nl-}N6t?&LgQ*->= zI|Dx7ku$Iv6V$l=(EYC^{RwX_ZS77=N)lYA$Wc!BuaCJLA9HKPFs>S!b;B_RMtyJO7{p#Crm>NcNkF*MFkJZjs99bg z%fiBfS)p5BL*v5icV4<=W%Hf!s78+Fe&saaA%T6+ z07Tw}4qa^X=7OqHSbiO#^p|t(J>QyZZM`+H%KZ?FohEC(=~!_0-Z9<8b+n}d1if}S z>;UJj{3q=-n_%x0%jy7eB=q%$Q%-um^Se>l9=p$RSD9bqj^LV=a4Ab02FL5k^5Sr?gI=^U1IJPPdhXs8l zt!dw-XDv!8k8+&*J2y(x1QC=N+wTZp;LJEV)!1|koX84uGe22bGk)JvP*Spv%-~S7 z-zg$3{rdJnFK9gK`k?I~Y=r8xa@SArnp^qg*J?_!kU9iLUpA4W7P5sV^xpA~n~rtM z!$5&oMWDdSAc44-DKK3~T9z8Zdffog3%YeNSnFP0GOBI^;Ta=TCg2z6u}ihRHMT}& zxf5Qn($aT}&|y0}2Y_Jv3MX;*GA$1mnzcZ2rSR+RLExqFLk~VK+Iw9_orF1bAn>s5 zLE_o7^qOwlHsjRa`*nRS3N}F{pbo2!9ot^wI5h?jBQ>uM4e>5V{Y=;HcwPWMjvS-xZi4% zqxi6mG4zfe5e&XA^JEw+9b_dxwz`vAlmfbgq zNK0AdTM&5$G$`WMR%T`y=+sPwg@wrj^G1NNJ7j)*RPM=J5oB}C^88AS9*D4)Kn}kp zgq)E!D+nYC2daH>hb+?kFrdXQZZ$dtLV4hQMFkkm78nmbzBZ}DFQA_N5nc)sSz)_X`z)5 z$bOh8m2YIWrfb7BQc9`jjVdzyKUuy`)yKY*+i$vEbjP{*e_tc8lJ51lfSYdjboZxf z%l^syCYC6=gQi-c97A=;xEFuf#_^B$UxO`)=6iLG8xyFg=J z?nCKvtH{tV`dj=AgCi~msLa<`N>)HQ{CckztK}V*t23w{)FB?G=g5sknQ-i|F*rf4?431zg$Z?A20VKcQ0Q#%pghI#z*)bA6iar zt0xko594RYIvX7P^2K!~+@0pP>lsG;9ROgr>mxopAuOu;>PaiIm8TlJRw-6vKmL4F zG3SMW@W1p!)QAf{GUI&|1DQW2d*}W~JVc#TQjsZ7Knr}7YtTU5)9;r-!kclLLWrs~ zSrYl7iNt@?A17jQf_`~p{U=>O3kY`10+0s^m$9gmc)pc zE)V{qV^j~K(Af3zh z99@~xo;HPO9Dau+|Bk0+`u0k%qQ1zX^9a?29uH(i- zOrJ95m-@D|5$xgkX2GVCKDGyN4puA!2kyJ>_ zyc{}Su6!oD_6VL_dg|m_6&c5x`Hq*$IPrggohr?7A!KMfgl|o+WQ$i`&c1mXZcWAl zswaCv?eT@Qwf5-AJc^Vs_*n}T1UzXf?Y{IlLBBLu02I;-uf#>L>W3wLWCip@LY{Q! zp?l%qpKaL0kS}!U3vW)4z+r}sPk`%9%_@q1wZO_~8vAqE*6(oa(|xP01@SQ* zdAdXmuLgTIeYze0LJFFF`!6n+SRpW+-x&f*@iYOZraf;9+|j7Qh;vF|^!Zu@#U!E+ z$cF4zT}=&PII}kpkgKJom2vbhwJed9A78xo?{mgDvZMCB@6Su!CqHtaV=*Ryr|#|r z`Slt`0hLDo4G*vTH$0qjNM^rfcPbUIlD??S10Xs z<`kHO!O|=_d$Q;M)4sLAIW|}uS6G?{hVEJv~Ue+M7* z4g?rpnZ89^|Nhw9d#}pxpclCiu(%d;(;K9=q0=Jb4riRs0%Fr=Yam?8(|6(2;HF}o!u>%1kq~*)fBq$VA^=>E zM514$JS_R&yB~I>6NVFj{?R~t@LOmx^WPn#GPqo~#MvEi7{ulPRjr^hL1S5oiN_vX-I_{t- zsi%j_%n<`=8Dz6<+@s5*ZF|8mWR8R<#A$K5uC95i&hRQi%6$SaCcd@pRA~TBlA@PI zNA-XGPXLE{HTo{%n3@qaaT;KF&cbaL@OskTN+fkOB7Exqr znp-(EDI8?YWC=yKvZiTa8WnT0w4m%9S+ZqUnG~{jGKZv+kTpe?@OwWr^PAu6{^s8C zkHk6WyL~>-`+1)C`~57pJ%C37)_H6v8zrXJR4BdObe>pNeZJEyD>v+nTd%KV>Wjk` z1PUMIdN;vBd9~;2A{o7e>(?m<&_(@P#rXNX>0N&I$C~->tg~HoJ0d)Lf08&#Ra2hVJ;~JwiL*M`rwI!>o?Tbl8T9(=swIvMH;y>ym;0+ED#e*#qa@F%o#>Q zfP<8KsJA%@O)*U_5&FC_TbZ+4wC!AaZE}*xc-|^2YzRa!k1tk^TREb@#_B!M`bWJz zDPof%h^@w{!eEw0rF~_$$aAYnVkMG};gcukmJx#y1nW337+#}*p#(}i#&PhYcg`d3 z8KfI#v1$3RRHsjcbq*i7d=MC9m>Ym*y(W~5x*&}h**Xt~2B3?y>*%+MaX#V6nk%%7e5>kSs%PVF z;Vm;24^E)oHMTheB#+UgLv0g=f8->$jlSY~U!rKWKT@a-?TK98boC9usDIUI3$Zq| zt9D&2y<=-oJ)${{=WjRRHG!L^3)DzSw7w`)_5Fy*pDE%szh@!+Yqq5a{0`sTR)`B` zPSqZ2)D$R2GZ>!2VYO~0pkF|)ezHsAq$ATjY z1^lk1_mtl1CYBy^=yqAhnyNN4o+aV;_fDP+8*6uL*r+v`zeUUL_z1t#W4ay7XxX7Y zw4gU)rh83nmC7ALhWPRl6Bo?O+47BCyWem1p=D~Iw>~i?hJr&q}z;*#RYwv>3yKK+!m`ZNZ(vKvd+G;BjD3SQB zdf@yNyST~b@c8^Zg{cY}gX)E6(y4yQ|Ghw`g3-AXnIqRw4~$_&8=2fR?`_BnIkUH z#L{FFU_mKTG%7!9$!wvc-PdR!&5w<4{KpzT_}Bax=}#C|c&u~Gc845n zGN((rMCUIl$SB}%WxNQt5IeR{SA~k;XFj7`E1~TFwrzh0f8)31lkaZqDt$%Qg6H@b zXxV$$*~&eM%?X(w(i1$U{_>`qre5r^z_oF|S{(#qiVFSxdRP+L3hE7-A_4kKgTg7f z{%roALmbdboNnc&gMWdQJri5c_-2ca_3am@bF*Fj|H9-#-RJJ7Y-m9z6sCQZgx?G?DeHpFXAHL){^mIwc5F~iM2IU_(}@XOm8`4wYgEGLdWuT|z|>{2 zXMy0yw++7c;>il|O6QbFI*2X&wM7Sfh7zkyF0Xf;g~r0-mdLDG=?TYw;(R^$oyA?)31t_e-QP+cTkzbt#*91-1qe91UL#tu)bvMD!FL!D3R1qTzLK3I7t-w zJ9n%IyWiNl{PBwR8kNlfc!$qUOh(O=#J2AjWNMi1eLNg>C_TKOz)u z^zk2B|MgGBsp)`q1F9)~g`r4K-=8htwn4e~zZT@nkAiDanhGx-r3vOMr$J?nI@AGO z(6>#Z0{-mTI?y@rpzv1}^ zZqY_q)KPU5;(iWV*^ux>cn=AdH95*ogeJA`d12`CDTBz9DXRxM9%^kST=a zZG*(iFypr0LSWkFD`LM6^gL@+UgPc#KmgnnXkn17cYtm~_2lWlmA#-d*H=VkW z)T;~$kRZ?kg8-jMu32*M0UCtHc|kTJhw4y0nj3qKhYjt81xmw>c&6?WM4=HSA@IP8PAfr_eX40Y#pa z7s+PDMfS4>e*jnuWkSmR;H8F_KE3BxPfyx?&3N_&iXAqv3y1{oV;^_p55N8-eM?GG zvIdz;@a4;ikm!?8XPJseCdkWO>AI%lx*uM%^RM$w-2x2D>!f-eV1ls4eE&j(p-h}<*#3X6~ zRW!B=Ldl?Jd(tsxVVEYem@XnIgWJYC1XIvxBnE@=Ux507X{h?Y@maOdeq!D3uW;fXX&-h{?Pqlb#*8c+2r+dZ+VPV;6mrwE{G~Lu(3(R{3YVtl1Kz7h?hCH;fG4r zQ93?9Ou@)mEDDd7$kh>U+hB&NjWvRd@@v0}4g-2!si+flkV?i$#3yfYrIO!7>4Ns!uZ{h))ck&o%5J}f zhXrC;>oaKJ_!QC$;Hp4+E)Pf(2jA6ep}4`ubvHscWiQgN>N%s9rS5Aycizk!U$}6gIv18} zFLh0<9N#O_Dt_wGC7X4yb{njUbzxzpGd6V3uJ)XBheJc;%ZaxJM#laZ-rTplsT849 zj1NUCr5=?2OgOIrtQY@Fy>$EGmZIhZV=J&t;F%{@vY$iu$AnK5IySJz;N22@|F!dK zxvJLKP*Wb=eHdqOvSo~(f^QqZf3>?;*$;f5Y!HZ3Fx)WN;N~{;Uz|L|iri$cI0}vT zCN}$)6nTVkx2JwSeYy|0+B&G-FDa)m^&d_^kYvJN> z6+dIYh$RUPQ5iXln_Dkxss5rnu4~A6)`enu4ylB&`2~mcVW{5wC(Z$LN@_p>x6CrE zXpl9|Nh{xL2ugYq+-2BYOo8dnjVcV3X$Cj)H-; zG?N*#TlJJc;m~i_G4^7qZ{&9W#hr0i?eh*|?f-17h$HH~lV#wECjj*5hM?eJj`?MC zVUPCkWA8AKryPZyNWT>u5|yw6_?rv+3bx-aM%!{XQg9Oa0d+G=)@8yiFg7j@9a*~v zf#R6L$r9VMor}f%?}XlpmYaEK6b_QWO3^i_*r`of!@8XVTa^FYYFp*a%i|*^goCk5 zivrWQc~7hm_ePuhj_XgTH2knVCG5MiU1`#2!AkqYzlGqcyu7?lBGg!0Ro?;SmQ37- zfu7vOGR{NGHE_DrKNVWO`MO<7?hd@8zPWiMHP|gJEXXRJB*23YRt8)$S;cVk{lx7z zut3kD`*@#xY00r-C6oCpjnj6-Di)!}zj=m0I%^+zcO6u^LkLMBc+^`_WXS~a-6dioqOtAgP7Ibf_sY)~! zU}@p|r*?>;mrPbL+!p>0<5nLTwV1+wN51|y%=aIF909t&0~`PJ7P}7IG+>P`5)*Sc zdRdb8(mS8l{|Fn}f(!I^^UT;X-s8++!K)U-?tZ33}^Tn7*p>adN0 zoES+~1oHA6f`L?`!|~ccIlY_z7F&1{3=usB%2wMA<`#Ubt<9YZuX4Fuf5fRPPu<%^ zzrUtxf|{UQ{&ElnG;!VI#?bhE$hso|wOc5YsJpO;Zs;HE`C5hKbk~PBnxF5^UPuE?)a}3}Dj+_c3qqv61CXgNLm9;_sh®DgsmS4@ zQZO_C=Y!!@N&}m28f>(BcuAwn$;s&vW)VWNPhiYzWTdZ^g`y~Kj5e?^F#!N{x&VTm z5<@U9z7t-Puj}Ijh;W0{;5D{IY%(}lLTJ9`9RWTcqQUhYSoZ$#O@l`mLFi{!Ry{2u z6j+8P0;vn#l3}qPL-8er2!i)c!oKYlZZ13ujU)`z)^jbR7$AEl2R1WDJz6!!UHMF24QS>gZ5*-2eD-)jzOLroSh{&G+I14rpB(rl@3>Z zeD4P6N2tx`_2zXgx4#H9hivG;RCQS2x;(yTA~x6zm}d1a6m{?WLqD1 zo_p~kS|wq##ypT65QrqQ2&o=OqZ%9>TMVAjXr;sPl~*fYJ!)rbXlUccyAWH~@D?Us z&c$>)fk2Qq^6DzdaWM5O6=2?d4F^mbX6-Ek3xeR6y*kYho!QCM&UODDcFh_hL27GOBL2_()yHC;E z;BcC=6xy&%M8r;gLxkIlvl>m9LGjj?84ZNm)}Hea>y8|Sbq$6vd~q2jY1*B!#KcSm zI1uQ4$NdF81oLL-MCP(fae&gIV?akcFk!+GOf-Fih`_)-6Me&vjU0m4u4Sf;~E8L&?hp zDstK=Jl@srX3uRFVS(Bv}jq;eC z8P%%J!x?L^MFC#%FW9Pp)J4k1widtBrw_snnj3TN_$ZrXYuGmpir`*oiU?AV%s2_d zY6jYHvGY(VB4KiVeKR*f}k0eJ#s4A)dKG-#p z)%Amk6_z?0sdXge_EYx3;W0;oK z)>|@FP)OfR!P41sRsz~``m{eI)s@GjhH>}{q&kkFq@kBv0K~wJfm52I%M-{%NNmW% zN~AJ_dGq00&2jjb4Vpvc4<1PR%o4!_U^WpIyN`Ot#+OmF>IG67=)?Gsux0(|4(f2L zR11^KNGA^4=c)Ae#G1qpWwdvSDrEy6W7{1BJPz@DF}tm;O))bSe@7V&Qp`53jbW|#{v`n;cHb4cuB@c83ORP@NBQLdinCQR;Ch^++J z^OSk-&wz{>L)9ZB1hrfVO&8d4BM?-qJ2$Y$(8R51Dw5;2>Iw5lw{cwck6DCg7+?0_ zbq6fMI&?G=Ma=F6GkQ1-<)+|bKN1(k#>Z3NR6bi!?BjF3!swQLPtDDwE?bj0-rkgC zJv;YJ&(S?oa#?PTQjRg#1x2c5x5j|Y<2OBZo3dxXUYrWUIK4*9h}cmlU_HBF0L67o z#@mhLs6r76v+I~_wBCh$KJV;Kc+BN_iwVNZCkm7DS)`R>^VPyr%F!-lvf&_+B_qUO zTmlE^c6<=hK`8t<=v8CCSwtHPslA{2OnQ3*l<~9kkE}~h_YTf-eChoXeZme<1SQ2{ zlB6w9x%V{Z>%;qjWj4{SHo1@cuF)>l27JpUDj{;vQL)%UJ@1kK)X`c+1ha#W!{|u+ zHJKZI5aj{iN8#-xB_!IS#$;yu;&LZurtq9iFT&pe(i>BK6W3s!9%GuU$*u##SJ%b_ z(}-!-8sZRuj8Z}M6ab~9G-MgD8K`CquX5*Vm3T;}&tnv(&v1#DE{q!KoKV^t9q;oo z>&d@ImR6p9h5F|EKwRD+C+CV}H`FigN>Jr_FKh}SYO;m!?vNGh==>002A`Y;Ot(nE ziX{mw|H5z>m;2&f!ClKN2SNJ1$ez_&5jT8ba|B1GK)ALTK2LN+xpW0+1#IhfwW5A@ z7c$9A1jm8CiqFfhz(n|rJs%3nDUj-?R)STITcCG9-|iS@$)#f_c$exku8C(v*38t{ z_=c2DTnEw`RLopPF1qdv8sGc;Zf!A6*TMW5ixHP(lNYVIwosQUq%j#f5(Kb_1@YAT zee=L!isgiRDa%1BVK%X_-)o-AyFh40TRH*g_F_%aZf}R`BsGPO$}FU;h9 z89RVcOtP9n&f6ED5J0{HZ9k6QTVke*Gej0K1rw-*jPb6?Km;;y-T}!MjUmDRl1Cxh z2Et4m_y%LTb-j_KP~C^x?j|S&6YqdZLTZyE)f6X}^V;Er6dI#6y9`^22Td2g%loH6z2l=zOy&_*j)u8j7|t+bLO%zOYvgB>906HdwmC0ba{YFF%dH;5F% z=+x85t7sSu?!dA&6~R=8N=715=G`jkw#v1e9#q$MIXmU6@!D2>{^Ak z2EjIt{4sD$7hKLLyWFFH%$&?V8 z5*Z39WawQ7zvtWDcYD9TzU^y!?(M!GF6VWg$GIQ-zV@}&egq#rsL9O0!$6@>nD=X` z=~F1wjTFj?WO`csMB9?T4F4tXu5RjXaQ39Thn1@>Mc2yR+2O3agT1xDd0SUE`?F3m z+odG8%ZUltxw|{N$xBE${y(4Ce%AGr#5RrQBe=>cXRRY{6bk1W@*k>GkDBmZt+)59 zDI0pmjCOgLvYS-XjLY~n(Qt6^TGC~UCJ50dyjrnS%uBq@dQDjNmR7YZ_ft%*#iV#d zEq~H5iiiYp@UCOuA=Jj3Kp&L5u-Nmt=A1AilWouZ!)t<8-|A!cJg+M{^{u|tUuWB$ z%R$Tka+37gm<2X1{kzQ&Xt(^oHtmp7Tf2JcUuy8i`^z8I(q(E?TmE<2I%wPSC-v8= z$}WHK)_tyo;N?%Yykyf|{@~+n{~s@@w~CXEjiSsZK(Au8D*%^Gd1Hg`6xkwks^0Lb zi85Q33{*E)Wj*gD>{uD;W>ptDP@Bux& zL?iN~39`I99V$LqT#Ehv_tb}ny+e(OG;Im8r5C0(PMkP#`DZlwE}_0yyG;oyC#|hl zT)cR3W^S(k?H$2;QNJc8l(n_BFLzUIH!qUCFKh4LTYatnXZgQZJ(X7&-T#qiR$qk$ z(c9Sk>67Log^S_$?=wh9JkzOjY|EmeNV*R-_}jPrD|Q=X$uutxJU7zXdu@ZS();^6 z{*S+2E$PrENqHly_DIf+cKSz`Dn8KL(-ZD^@%0V3QMRB=m)Tz$@gSVqsxPF-lukRbB1!cgj98ZhqE$C|#rR#?70r z8{$>7-3AZVNUN%V`}Y1pf!D8X{{H@KYu4PBc&&`bG3=Z;i04@?K<}UM;LqRR zBay8&H8obakA{YZH~FH|Syt6qxQLydon>u=u;=`Yl(n_>_>ZnVCB6$h4|bi^7-`M; z^<9VrMu;MUAz_pCoA8bJ;|i<*8!vB~X_?JymY1(yRkgQse@rv^;6Arj@Sr8WfZ|vF zZ;|)m!-pxx8TYMAgM(MmGI9Auikf`uR%XK+uKQnHV&a{Fe2L>F6w2KP z4+cGCmi|QSOEAJyB{wf`qWs?iD<$jvnAyzC3`MJ4H8wI`V{B=^xJZ(BA~ji2a^mfp zy8fvOVW+ThbKiS5wi&Na?tN5S*;95jZiKs3OzIPfUGeI%Gs;b z*Rf#A=0)zx(c8^kbHnc3SzEUF_l(2md}f}4(GxjiZGAg&CrJ?dnMt%utpF9ynEKn=6jV~@-peXgf3Uf0Y^rvBzJku%`IdF4>qDBA%M?}=y6FHr`9%8+< zR@-ayvM#;&^LD#Qexp(i#a%$3gi{*=Z_UtC7#BuiX20=j# zG^*~a**Q6{J%0SS%83@28F=2(Vu(GqY3o)Re*q;`)tH0+()XBzg@v_rb!q(eeiEf- z<9OtMbHDVKi}P0_BG^}(?N{4^gsUDt&*F~FweiJOEY#!y2M4h)r5CPE|Ljh5|K8N_ z=@Vztm&cE{lw6o*adB}8e|thwQu58wi^9@kyLkh8o~#mL>}l_4Oc6L}5FE56n4|>6 zfn@4RJ4)NRJ+zgF*0Pt6*sb!)yc48V%a!0JARs{T7dY{^`KeJ_mD48jVHbUd21-L+ zEgQ2)6fGq;{ppoS@A3)^a(rsAQv=gLYZ#;*GFW!6vO zcU@e!MS_v8+LrxHjfME+QBN-~j`K3)rK>#ViW|U($IAmX5tQx(A)@!|2B zxI6kMW=7_ZcHY!xPr9h4R>6%KO+3G^wY8OdJ1Z;epnxrIXpP`U3iIQzs(s0}?Ik-SgHlZU zGMf1$rKPJL@4w^RTScR$uD(%3ghB9Nj8d9$hV!p)y6(d*tA2KuODqMe-o`uLeh)j7 z_iEd_Dj)-f(o5gdF>VVJ5-RonU4R~sH_jTrm_IT!_~FsuX9c{Elp$+BWH9a- zom{Pi#6&8k+)I+kY+CYo8&o|Lb6c*K%sifnrNWY*;!04@xiIZSQF?yzJwxGET-q@F zF?$?U+{wbGyN#K9wa+jxHK?f-R;-6A(vwZVNsi5epMKEq1zBg22mUCj&wu3Q2C*R+X$A`7Fv?|^|*flZU zt4eB3dycK$ml7|lU3YNn41R_y-1W6P)Wj?T2ksAO52ha9lyEy_qdXnShHShWKr@Jx zzDcBLIeb1Feq6m(%k81vCXw$mIwarRy8oCbj>`A@=1prD6%Uar&>}EEaXe~7cZcLN zE%s%+)Nbi_Q1H%M0eYr>HAB~BU}bxmO5PlMnSz3#7yPQRko>iDB_($I&YkN>g19nm z8I*FO|A_#;M~{{(uK6u>ZdsXvtgNi3;Qb(N*(F$&AfdHYiP|raG8C=-PdoY%RYzOf zUA!Rez2^r>z4;p&u|k$&cba~tF<*=#pdh@%g4#V*KS?b$dTG0pFI{}pvLZKTuhx^= zrM3S+?mQ@nzG+p%eqrfOuZ8`#g~@^BSB8`&e3$a_4z{4@PKNS_o?*XkDuy(@l8{1B z*@i9QL~YqrnxX55)`oAQUiUDpcKn9>aY^#qo6Ely6Q;E*TxaBdxcJ!jlAT7EakEmL5(dsYER&sc{ysYpjp-)$J`b zxZ;9?UREz5-f_AZEk|=%45A_C6w=zCq1@&N9kJPN_CpOzHG5q_jy>qw0pV& z&vOq3Mss@-Pi<$W+vt~gr1bl?7D4SjSD*3`9~sQF1^XDi*$r8thq7NYf&?zn%q zt89huo>`tqrd+PL=M$3y2O5tX;CtAB9ke4wQjMaP){h~Q?9uES+ZLTODdytLv_lR< zBO@|M9odyXI?27-Ek~m#e{_0INof8y@}#SlV=+KQo65VgT}Wr*QrO@I!z;O5Bv2n; zS-x^i%L@1L=9OwSPkKJxc_ve`IhJ$lJ|#^xH6^x{^!|PXO`D!XQDj?5g?|a7G71Xo z0a#VaeHRWVYA~b2GB9Y?sk10P&s;t~$>`wVaJbCJYiMYwqPCVn=Hxr2W5;5I95-$H zZn?ChS8T1Jh?}H22y>0teZ#xLcU^k>`Zb-$&oA$%7fQT;Gu+vxTZPWxaFM$`u5#jt zZ%c~aUGz5Y?(RK5e%#PY)KFGcrM@&jLD!LMf2FOh&F8GlY7YM8on`r$FHSDZXz{6D zBCWo@{`lv!q{_{5Z9k zm{>%Vy}i9v)8qXVKQyXAU22;|s+NL9s9Q?uiH%=*D1S!x!OnmO4|vaybp!y1C!$Zh7iErm2AwW}$POpJ`G=z8PQ(ysIGIj>}5 zV$$-LT#mf^O^ryzb#iw{tW-u^?aXzfsfxni$H=WsLZILNprPnFPN}c2$5wk?d4;YK zz^BS-4WR0BiqP9Hwe+`@UvxPAD=6l7vDT8VU$y3ceNb#GzjP_kmZAUN5Z(mAPJm)% zWo6FJ&Trge)wV2`mn}T0D~BGlbI)&h*_+n!w_#?Jq>K_LbMuo!uLGHRC2d|Yx&P=q zVtY|paqYrryA0lIKe|4G2<6X@-hJ{nNULZ$1F{1SPwEwH&=Bmsz-tpJ5NpEJ;AH|( z5y~w?%gDK14FO;4o&CtIz7{b>8dK~~%epA>A-ufHV-JEt)-ToWS{al=%5I+Z*LZ9X z#2?_Fs1l;i^-Mk(8*=I20w?SGy=e_UsqF7iYU)y}Kt9Ih>P~b+{ucC}h|27pzUCwG(h;|G~1O#$KX=BA)L$P}}?D zk+1%$4C}VMGtt@}&S%e_t@(FpeZs&%=CMM5QIpJ+mXDd{djjne)~KPE$f5MPO4ctK96nK6Vp4ZGzh8whizrgG(6l|o!}(nh4a)xrKAgntq`pwHCcnzVyv>iPC+imn`* zMJi>sNn793nwpxXrlvv1&niEVbKAC3SqZm_1}>#yIsYdwr%+R$AL35si(9nkq=7aR zL1su^{OfLd^r)(d38%NWcM4KV(YcYp07lMDQc`+)t#x&b{sI+sb)p~UBCl2W`JtKn zE$2nqAn%@%^81@1k|lN!=$GeWyR526PQ~WtI9$hYLuXs{@W-^q^dmB$a;n=^nh%+K*B` z^E0b2E&S%>I@)pTMD`v+huLarQ<*6+ zOxHZw(A#V0|Cb|I-9C+v+I`V;`Uk(+3#YKGEJ-}HOp$x^v9aH1_JD(b`9HK3`EnCri(7=HKe-S20@BXQGUaRm16 zXz5>taEKbVVyBtqP9HxQA!5W36%{qB{{oGFS<76~zlEQdW^ilS_RZUB z%%>%0XJ>msU~wteqYv`>9n` ztNHR2<>h%$iNINI0keA@^rUEj8>Q{}Dc19&ZMPD=_wy~I5N)(5mvi+BF6D|p_>?Rn zsWd3z^`hf!`NGcX-=GE?K7OR3F!9T?Itn0R;UG`??bY}C{9B^j&zx!}9^@8dHv z!mttvhaM@QhsxJ4y>a74$et?)4;~CD`f8pfb79-x`PpC2E-uQ5xHx`ak)o#ym z0l(ZIxjRm`P$-@kE{L9^TlDGX-nW*YgChVpoaoe5)X>ZASO* z-mR#qp+N$yxF>T;TC9I;j9FkTb4T3bY@LqrhyASl^0L(e8$e27QzZH>{3Vx|og8R< zan_=<*yGUq&F}9%dnQ4#>@08z!MjDIRqyKdxq^Bhv)4=d({Jn>E^I-g`7hXcl*7YK z`%b>&+P!;s+@*hua+#MF=VyaLLtlDyU%Y1DoJ@!k5=UsMT^qe?MG48bX%kHR#tsVSZ1mo|j)?yApm0Q)ro;&ZgSe8WEPDJ38oijr{nB5D*EOdfgnAwLEVksbtj z+l#XsZfsDzQ5P+dh&N7&qpw31Mt}w-uz1CC7y8UfcjTR+11&o>+P)U6T6LXMf)EXS zdp+5P`d{HaJuw^X{oec}>&1)L)z?_T75kyu^e@a!7vNgP z8D^1bY_yL9`mqJ8uvh>5`J+98571dySO8wBW*_YOB^U*gk5tdyySc_X@>CId`AGE-o(azO?9*d0{01XcS8)r_7v#i{5m!viQbe4F@n2beR^xT!U)s7m_j@}-d_E-4q zQs$?pP)`kV#W4l~0PQ^cB^1O=Z(q&zq0T}X2S-Ply%LYE4L#g<;pA@TPlaxS>>mCD zKfaVQ^78V&i`~NsZl4mqE&;Rx8y8nlyy`WPuJ`rtqQsAeM?_r3&Bg;iYL6r&Bv2j) zj8F8xw)x(agw+i0NW5^9X9ok}P$mcJq!1BF=Me8kX*WXM$2vGTL<}oH6J`6%x&o96 zwK{f}@gpzz7Z(@zv1Atw9uix>emy-4%PTyj6ktisB(6B?VegrTv=`8HdvZCgZwe!ORYyvT$ zxG=SLo9_Lqs6XEd#*oE5C;DjKy?bYPoK=KpxpC);Q>><#JA3~g4v=&EMnD5W>(^NL zEl-@dnymZ4`bTHs3^_jjGWv3{R- zPg}N)CusA`;plFw;~=-1<`Ai;OkX(hQ&L*?`OG-SC|u+LpnwD$>&O)bLwxwj zL4NgJztT&5X4g;-<7SWX?-@{B+O8tKO8}m;#KL!$CQ&1-3Sr^=qf_o!fio2%lYZ5z z%hA!CP;?$o>6|fssBkd^E4Os>^E25^Q>I>He}=z(3q)NIq75Hzh^I!4ZE-q!5|C-d zJssLprv{lGao4Bes@8}mR6ad-#_~)56zU%-vR=4wp(Xu@f!U)fzkXF2Ib4NhXuP*oqoRQ8&6T{WG_JaP)(kp#(ymtd6wWSXogS7#QsJo}x!O;lANM`M@HuD!UoAq1Q-*vhX=;0>+gMizu6la zAd51abKlEVZ%*X!y-??eFz1hZMoD#sA_)*4hihoNaSl$++r9)0_8X?T3}6?@=45M2 zgC6@>k-KpBjXg4-U!1)b7)a|q{UgKJYc_T=y~wg0vIijy(8WJx_g1|4_p#xRx^9`x zkIp+(`qLbVnk%W>$HBK8;u_$fgw+ENy?tttDIR)2N{MqV(mky~M2r1n)XO>JDhrSm<`@>eZ{3U@It1s`rl_{9vJh1j#}XapROY zny<6EX#fEjuzIsb4_F1LXNIeq-oAaS?MT%$82<;oUfMp3FAKDOL@S11OA3a*&>}Xv zbV+jw(D!IZ9wWf69SHH{x%&zi>Wx%t=qZZ@`-(&o*-~Ep^%=%7}E%m@pOV5T^3B2TDf|%u_|98h3*Un&|TA zt^}illEZ%m<~ zp%Fz2byxDEqP$lp15ZH5RYL_L{0MlR%~%1)j@(M1o5H3N0BK!155k5IrHG4|_WokNW6i9+j5jfWX`&8Lh`b>9uwC9&P zwC9Zf`gP^{b;fOn9)=>Tp*XQfN=Ydj8nOd$23(l_QThJ8Zibt3A8|UM0H~a%lAp0( zp>o`(sxxjE_m^AsjI=`uRzSmdcb#3YqpRyOKjR{1mP?QN5pwFtGxOqPS<7f>^7&3( z3^Fn@goq&_U|qBc-UJ}+H9L3i1k1pQTi44l+d=FJ)u*(9&w_9}%2*>n+E?IAvT!dt zpXE=t2oazKon~gb`%*S~Ji9Yz`ccb_yplhC{>%%Q(pKmuNV=yaMk?-9vpf-0?5luT z{Q%TNQ_6yk0FAWu)KFuHtCWEG`Cch#Ct;vNAIVWM*#1=M#)C zcux&o23$nr&xjKEy4d4qmSyD%Jh=YA+2;Cs7HH?yXwZ5F2FM?Sa9gukBeWv#%%>h0 zIeHaNNONo4T+h5~*Dm+bHa+{;`1p-1>-PpBIQt)6TD*)r_h+;{@y{%v%}aC_S)LQt zhN=2Adpv%;gpi(f>ce^fcWR)ewtUA2X6J4dtURKucvY!A2W(CFA7xlKw$OrLlDko5 zo|`haZ|nB$2VGdKZEVype26@ud2_uwEDxk7ZR_Y*cixTR7+RUe=cf*(A1lnsdZ1Es z_@KgbA~Xf1+_hQKSoF^$CAPJiSWG_^+4ACc0x>abad?>G`;tn_PBj}r}Lt2_|&&|_uBIn|KGT9u@_#yhdH+C z+@*+$iVl7M9*^uk)Rw*Z2A|yRu|)wHw@FO<}Vb(S1Lg7QP%uZB^jqoX6m;0epg`j}uOwbat? z(J%b~I3YP8fykbxW#+kxlAwI(5G&|GyY8}mAYP)a7SMnNT)RexlJL>Vz-3vwShFpO zQabLyzJ1?;imS#0J(lr;+ItjVQ^d{9%*;sliiU+6OPO>IW{EcRjo1-tj6SZA=z(Jo z1&-t}d~kZG- z`|>-z_Aw8d8 z?|1EX?xFno+5KoN`{e7!MyYB>R)F|wa3S%???~R8(G7ntBG`AsrTNuJd+Mludif4V z_FnkI1T_Ub12Hc>&*+CvQG+*3ICv&5NeZ5Px7Xwr-`N39LMEK5kGULW?9I-z%ZZOt z(b>tTp`ihqF1F+K!`PUzLseB(mZwf#gS-J05(jGlSv9EUDDT^Q5Nq&hEgny~c1<&| zZef1jd7@7pHZ+o7{ywc_H;X7C^&C;b}q74uj*TP|zi*+k1ua?69=A4~D*QvWIve2hhUMn+?Si%n8-*^zrvHneEN2sH$LUn#@;>tG=Q4y4@Ub7!L- z&4HH{a%@gIzzOm;<>RZE+P8CGVHDZz(zg~H#O;Jcn`N`FzV{+63i4F9IWk;fL(g{si82c?Z9CC z*A4*eTQMu%(eGHeKR>#zW6KVt9)+t?&v=^w%H*kWKN4F17NFc zyAzMLKI{2&1Ml}V$`zoJCXfWW#1d7BnpE4VonyTjmJy1d+6(r6H77QK7*)c0nu zq`;scHJCAOP!-JxBY*sz{>h4sMm(++6%-WTto(cp)Thazk5*{8NHL=gGv2N%?4k`4W zKWL7xxTdqMZd_2&zZDnl9U2NECS5q{D)2G9*X% zQAA=EBzk3Y^V$!O6g3f&1SnjgV@*KC7WtsYxfKkmKX8B9!k?pr<^tiMg4{5HUOxfV zmJ-)G)M;_sV_-cLzm74};`8D$F)`Bo--{nx2i0GO2uw{u{)+1Lo}J{~<-~3Ze^tuN z9c?&3@=V|gFvx80=pYvw|MMphdj3k~3h-{y;u5TDELb%D$jugYUS-K%m}))*rm_+M zrlIWO1uibGig)jr2)FyfscRf`K;PoRoZM5`&N&f1Dlm+bhAofw+0$c%(nMxMz!DW~ z1`a&83t9=cU!Wci6Y9IE2<>AclBg$axB1P7`1g6UGp-Y>C~)bQgkXu)Bif{slapz- zH4V`LL4Xj2?# zv7*ErVfXPV2k16|j#G{w0c*f1Lx{HK;W$=+`;Lx4_A+K}cn9 zGoHSt=ftQYi6tW#74DJ>(qWB`hJqtKVP>qLat=i>*_P1zN@J^Ye>DRz=#}}*GL=*3 zpZUZB4zmjTUJq1p-pI)37ZOhmQ~hB!kApBSclze@=Q0$s`|y)@jrp_6>)B*3WPGiI zUPNzW)2}lk=RGClm+SU->ugSVc=+C2*?&90vsBL(m(PCV<>KWB7 zx7=rb^?AR!YBF&==~3lcTdjmJ3$ zzm(4W626zShKuv!yns~pfI}Xa*?(?Ij zQJkXM(r*KaBek-rNm^5JR!Ttq_#3+CGn3am;?c>4P?=@op)}efZ2gjtNy*4m3l^X!QzCtReUfLt>`gjHwh{Jyk;l)>DQ*&sfEmK(cf%i5gUCAIvX)6} zq=PU$6z=Y%`c)Vy*{iD=6$u~v(~{`Kgal$lA1{~Nh z9ZDA0myYmOnQ9tD?DP$$DmpRTmYvvPd+OcY%P8hnXd(#RggwRx(ip&i*tpTrS0nF8 zckWCR&V&Lzfueb;_#XJ#}LG)wh|53HmoLj{$xeo3D+W-HB2artrh8kTuG577;kIxI^k|DFAupV36$f&}Xi z3751mcx`d}?`$KO=?4FvK+q#LzLlm`~B6Vq^(Fu z@rj97?g$?0Lu*S|JB=HBsfIVfBcfGecck?LkXJE~8GG&sz@Z(l4|vd;x>@k&9dsda zXlO~h4q_+}>C39S>>_ykN(gX<+wY&4QkadAcT>fE$3rc~HV?dVg&L_dNk190L?R!a zMjPH{ZVZ^m5!P2@5?1MLGckVoLa*Nq)$9tmF#Sep$%OWIu!*<^{x zVxyJP*vf<-sKDw1Gs@fieeGToeF06gl&0;+JB!X8n3x;fXojx-$-&sF(e~%a^(;ig zgOK?exPXjz7=r8jd@%}M2~xWWRfQWSI~UUqfQok^!TT=!Hi>*K1C+bO`|2qC+!=n} z=bVn-A(D~?Y#`~(dK2)YHc^2Iyv~e zkaM7X8a_-`4`VPD+4HI|%;z0N*U*y?FTjD; zRaaNZbvQxwffo}dfZ3LugnqmPU}Vt=;{4|F7f9)>lvuUpb8N9B(NYPwjAtfe05$Wj z5ETHPWT6I1B5&6xYN)BnZCWyO1&7>3qBtq{^G`HDb8l~N{EWGRu93@5Kx}OP;;aXH zLquUhVi{#zr@FOhj|adzyXu@GcnmVlgZ7o<*FKZXW85HfjXJ&oiV&EEOx%!VrP}h$ zVgqt|6(AMiDeyK`jvn1}Xv`WW!-U&c2q%~;n*~=AhbAm!B8?sigk7HW`v?AE0(qap z&B|tsnthCTOu>*tPtQXAxO?xO6}sh_foO|KK5&L9U;lH1tLf_{sJdgjW#*^BW3T(U*T!y>EpnL4%L*i~%o8n%QiB@b$f@viGqq|gzeaD;6aIHm{ z0GqR|RGvVzJs|v{A7Ha+>5oSru8XTLu_82Tr%~jtC2jQ0miR!?O}HKuboj5eIQ7mB00ylJ zQ%XPa-20rQXCI5Qn5iPzAhjU>#lap1mWCOm#IiX}g=74a9E3jS1IL z0}?EPoEq9oON;F1zj(2dKo%ea=;Y<)Qx3VJh#)|n(C>eRvk^CUzL)Y))0o~fr+8T%w{p(jj~~R2lZ1w+rlHY?CfrB_=5KHCS%iy|+_9qu8@ol}{JD8};h}B(w>Zlkc_fIqc&7=hfR-Y zP5&{O+9M<((=e_hOl)OkWr}HbLK7J!w&jv$W@3_N@|DZRI3$eH2{1@<$-4^?^-i3Z zi;Esh>^{=U40AHu)!gex!OvdJ$PkCnbA`Aq&CH&blAK4(ku#9fCYlc^+M2$C;EGvQ zV#fhb%|0hi4^|m5pb5|l_I@SMsMz4fgWB5u@JkU6?Dw!y&D0rJZgZtseIK8_WH#8& z-X5rlk<@vL05p3L0afU{8_Bj#HPFm{59N-?2*eMBc;?#aV7mS0ZX05{xE9Z1U#}vg23BGyu9+lc53$Fu z6Elr#xk0!d+zh#w?Z*n@hV&XxF`2lfSC;=<+_O&Nc+6*m!(W#?su=b&^JDS7@0YR5 zCTq+%RA_9Tk6JeM0PO!ie*B>LA+ArFYG6N7(=rj$3ESGldEeiE{%8<)Q2D=wL$<|G z<~Bp`K&wlf?1z)IIn=|~JV2xO)Hvg*@sU|EX(TOUh8zeQ&gak5`tj{MG>^W4ko%;< zqeG6gF9hKf5B@;AE1faq@@1-+*jTF*CmtKm;%B`m2^dZ&Lo?s>WplgSg+F3n$}V0< zGbCL41F7-uPDdWR6Qh#@_KgWN0O7yJR;VHclB$qb`}gnP6^po|(mHC%#c6A7 zY)pxp6dMJ74y!7u%Y3V*V<#HShP?D0n3Solzxc-=qIX>y^;c*ST z3!P*8A-pdevs$s7WRe!b*S@0;dupsXV1>L>||8=xA5ez+d!!W=sB(}{ACy+QQ-5%cQ$~tFebMg4Y}vS-yMDZ{gM8;uztZ} z%>MgLao#`V97$POH4H@?4g>f{CFmU7KBYwt5?FofO^B-BH=$0$aHO9k`jpAbHBMhj zf)RH%*lDii!II?1%nd8FQFbe13m4 zxhrX<5@<2s-`AJpv(spljhS-%_;E>e=a^4%9_!da@k1>kTN@MTDMp&8$Am;etJ4bt ziL*2;;5%FwXn4#FXQC8NlQG6b6 zo(%L*PRPlhvl?khT}zA;5UUdK5hAxxdVp?-MV9irqZ`dTQ9Z~kEMX%}%e;S|M#HF* z^bo26(}ru5xPk(Mh!01PFUiosK}!mAswg}pAb+*%;0GbL&&q}d$vQ_m7QP@-qQNl` zc!j)64JK0k?i(#|HX!i>fz)H<&oKaOzaml=q3Pxrza5iwFji2=c}pyK%M;Sj&R* zV?4xif*!Zx%NK=ac|t>ji0^&9;S%aXhPC?-LJ?d1Az-ae+~JQ+^(!$0|i{6e%iy^{-^vg*t=zk zjTIIo^fatagcyf4nq+Fgfy=<8CyO27Jtop9@(bxr$-sy5+nfaWBd}A57ZBv^E9euX z0|imjTl}+3bV~VFYo_^i^rn`OZiz9kHd=xeQ`ww%1HNc$*zx`m!75a1~}5+j~Gete?MwlIZ+3NcZm zm)(q-20UE>p+(ZML$*f1YB;wW^Af1eT)UkGuyX={5qi;{5f2IAkKr)(OlYm2uj}N% zFbkXDGLGN0+&~m=rC&kXZxke6ykB_gZ#KnQ-E;Bqcnzd8UMEo=hbw}^G`ca3F4>;2 zOt8{>&Q99KE7DznI7}g?Cd1aZ(E(Slo;dOvH3kC;L1@JQz-ta6pHe8q%qBpOBJ(80 zQ9=mv6iv8`=^cr=nTbTRbA^S4y;v9=GEfa`Y&IsXF|^r(stYPH)ibP~4wZv!Ap%5@ zQ}NG|SYOYmEh6SE!Tfu|h5#6QH9VXRR2%jlyT3pjxRj6_gwQLzID!Eqy)l`> zVH+a4Wd5q%O#Buz5t~#Eeg3B8F*O((io^1wd4sPKPMrqS1hL}Ve{eDbI0E<_j|94D z4_=)w<$$r`iT9+4l+QMJ6{&$)KMi z#4)1d3Vte_L5@SAoY<3PYK%<4LK(u^{NO#J1viBCcp>ac14R!3uZUj^7cvQTV5LCT zMRwVAFlP59rCDjOD;(GWyIF(OMz)gdxQ!pPgEk!yY?D_21%x z%g-HcSo+1M^Mo-zleR%Y&C2t0uGNJv^DFM5tn=XQI1NWGE>@GaoSG2p(Qdc7FQ9(q5 zV@cxB7_u`am;9omO&$)veHY#J6inLQy?e=#0|4Xd1KmmFX1c5kaVA9Msq+5*ekmL! zgPN8Ws-p;z5OG9yB{H>%*feHz&{DyAp4qy$OW(-nW++tSNBc3H%zgTd<@q^=hE{g2 zxKynBs>nIec7cn4mcQaTeV<6W?w&IP5MbCT@oJU^O4IWS6qbO>!+k|vojWH8U?uMM|2R6x&HJL%bM^+08x=?8p1hX1& z-Hpk*yr?ui_#Lr(pryWshCQ`&LJ?1Z3o=qd3h$JbmJ%-&MG2nn$f7rcQ+x>2LsB{U zC3TB%bEOvCog$Pu0At7`07q6{l=)JonF35U7$;>nI+E9*dT^~%0#OY1iDAI)^ z*C0ufpWqCKyJr)(UTS|u1pg>lrbPqnW>bctC?$+uK!Fr-+j;5BLy4c?AO&-O`}WPW z#8ayEnFTn426#k}U5&nPcQ=L?lK@f>UUVB2e3Z~lPe5@ZBLdt9`=@{;Q)3d*PzkBz z1_T7?2eJI`UOkAWhQrg-(#f=!5n_ zb$=hL4fTlHCz1++(#xX<(BAEW_ zs`SODRk@a`$kvEo2RIg|6|v`SFENxP z`R9aFzc3F2sra$=>oR@V;t1uSt99}md<(T`*oIh1%nvq z$)7ZGE*(t}8?gQ>29;qi6uPwZw-=Yrq%kvUuKAijU}a(+O?6*86xF|?qk{)!jI;@m z2Z+gK-TCK1DJz#qgTI#u51jGzyESnTipb$S1=25-T%22nfK>%k@#N5^gcX%!i>>^= zG+4~?<+{4|Q=N!EwpXd{KPE|*=zhf7joCTt(Y9=QdU~PJlN>xCC_u%`9LcrQv)UEB zXrZMQ)O4nQXvnlpH(@U^LME&^v>Y_)g_A6G+cgFcgrD?Fu7b>$z%C1clX!Bl-TQ$D z+MO;TgAg--<{T3}y&q0>Vq#{ta&QO*VbOyeDd%+I;K=GT<=or|R1^vju+h)vwrjr@ z)989sK3z6H0lLlk0p>$VBZFe^hYlB;ydl@#;NATl2U25j#svNj^!cq3o5u<2K)bUZ z!Vg?)uzVCY9v-td;u|-KEJC|f+z@c#gqux43x`Cgw9*~;9g-el=0bOi2|NtUYy^Q zgXuQHy})*dAvsOZon#^m=!&=^G4=1AJZFzr8~kI3p5ee(nd=*i=*hbf;nHVm;0t)b zaKQKK5IkjZu+Cy;jRE8&G)UM<;5qC8z@}$q)r975l-~tA35>mAD69!66sP%Bp{jxh z3P6C7k<}EFXX`0sz7)v(8pJ9L5pD9uW9-`89x&ABiF=Q2cAg`d4VP;xI+xa0b@LeX zAmVy#XXS{A@j1CfjznrLq4(6Rx5Zz4+xb7E_JKp73SXB}o(uMA9!8JdJ~LSzP|gWR zCO)z8p30CO8VanP1Qcf;FMVq4(G%0Uxz*P#arb&RtJn`n4e1!;0#kr-Af;rg`ys4k zzlpdk?M4H=@FPLAe!wz75h?CZ%rVA8N+}e`cnJG)9Tu2wpZoGFG%K>A`*O`+J3BgtUjF5JE5HqY^G8?hY% zmYO;a4!oZ$z>ZB_Y7|oXFo;QfPZ6Rf2koJ__Qxe9CArf5g|7;IY@I8r(DVjM99mY4 z+|_-xeVMMAzVJ=MW$(%CkusNlTB!9&Gv=U=KucGkZQV%!{ZaAc_CC^;U?d{a-wi}& zHhNN~EBiP$5Tf7ET9TaMketwm^6oh`w3_g>XosmO3O+M_u&wmtGR|&p)nslszpgGz zVX^_^7TjP0Y{5@+mafnK^MJQz;%-g)1-KxHX^lW8Y(BW-*8{@71W8Byp(q8qdd7=( zl@Y=Q#0K~d6ftrYDey2BFIhFgO~CZ0oq6MWh{Do4S`G6wRmHTE7`1F97a6#0@_!p` zKz$K>e_M|2^(J$rgn44GOzJj2cC6v?{l6&ZPP+oVZ(2dtI-Gk4~@=g<_6?u)EWKiSk6^m|5 zgwqrHEtSBh%{T7Il2d>5vT-~VGbKruM#sruy($kc95dO1tc^H>VaJXgjd9A^SSh{@P}H&@X#9H3i1p4rT(DP^4LgCT%w;`o3%S zO3JEvR%8Sy zDe`{{avB!}6jLS&*ew&WJ0GeSX1na=W^+bqUu?D~CtxI4?}y%i5hV3fiOvh^Dt`jp zg0aP(LK^A=p-(acvb$kxaX|rbiDL#6rdbqOGCT|f5(MU4Bnr~A6_%IO7C^tJxw@vN zcWe1S#I)XNo?OzYs9=uY`^{%>GP9V2O1xw*Qkfd9>cF_sNkY#0L?`bHadlk&`2<%ny#d zwfCB(|7vFD^{@6g-_0ZGHfE*XJ1`f=gc%>mdgN#`vfiL3^+2(uA1^gaWf2z_CodYe z4s(cjXJ@CSom~)Crx#KMm#iHd@I;K`-2S4asf7>@a=3<;&aGZg&tp4}4ltqnJ7=N5 zxb*|ySQ8~FIPm*yb^_ZW@e_MwRIi3O?6O0zcL=iM3m#$Fr3U5 zj2u2N>*>~PoIU*ZgU!1ByF_dtUeZ!;4lvPV@^|&xwO1e<^a5FD<>ctMzrvIdE)@We z0P$Eti6XN>XeYb%I1b2RZ-g_PHelHz1zMYp1z=s z!$kTPR`c?Tc68h9cbWcS4wb+fFLDU}m;8a!k`i)KC^#$aiFcVTU#IRSX|b)$h1CgV z4r3R8RsLs;Bjmp$IGV_40G2o&ZIoO`{oA*zFf#xb1jOX|JD+W~4+AQL)*aj9^%_>^D|mf$v^kQ( zEXYZCIDiU{Oq4`o!AE0X10j?g>Ph}zq%!ND7%S1H$7yFcWs&}3Y*06Kx4_0Doy5~& zxErGptCZQ`r@b{IzhcD-ENMweNzO41IY4(BWj1z2G^!$_+w|69y(5lGXllN$a?-yM zv?k%1Mfr^lzB5$tN|06q!;WD;%jQ^6Mk>jX1ZYDElY+Le0^}Imnl+nVIYIhf84k+7 zSt5fY?BlOLV@Ky_`fp;OaI1)MIz6ngMEWIdASmybySGp(FslkYNVR8AF`uL0tJ#^o z?7p-8gM&{DA>ytB+p3NRAO3VAWixG1;Df93L!-j4xw{kr)CXcjCDN6pB?X6($vSqh z!wIV|^5Xvma%E}4t+Nyg8hcFj8`^qdX*m9YPQ3|}DH-sC=b46#k^!Jq zfS1Nm3php~Fg4Zw#*K~TH-s^FLX6mW=+Ut;DbOQ?Wd&(ONJ)MA^%w|&Basa80JYef zJp))Lkw+1+I>zA2pMXm5{PoRhE^cls@JU>fmK1c+n9q#;zLPixKuD6w2XZQuo>jTD?qGq$iK>L+5d~NH;<>X?YqWLLnRVQlQNSG zNhO6yQbH*iLWWd?BD2i9!PqQAGNw$Kk|`ugQphZ2C=HTiNF+n~tz+xDp8NiNp7;H{ z{c+z{ZT3F*c^=1iSl_kQaZp_&0)QsrCt=71Z-}kY^R&s{9Gm1@8AU8xd(Ma5L9~){OYOMtUJHTxN*g0@Y9V zz<{a9#I(cc z`7j+PFA+Z-ly}Eozd{!x1w<9A;2fS6_#seXpF!^iqbQd(MC1Z~5&(@(ECrQP2M`M~^!krB-7Kxd(0IykNuv@7GswZ$VV zgUImkt7&8YiGzerf(2QH+vQ|hW?01yHZ|%sNE}RIm$=_Usl=s^aq;5oCWVJIv1s@K zDx)XD_+RW`M?XM2@Qw&I*gjfCO|6oXZrvndgE1%D@#A!=6B#)Gt==fL8MYY@K+JzRT!D52K2d=mBja2u<3pBb6b`H`#LIe&t|7L}1G_6HHZ#-3CIC@kw}F zj&+S*u>lv4A%=F+TNI=3Bh7u!;0Yr0lPL=F;0LTTIw1^5m7{j;47{)PwyJ*x(FeL01zTNxcfaS#AlFq+&?}SOPuz4s z-0j9Kkg&uccaA`2$B#%Np~J_3*|mMZ$5$icXgi#CFhwPn4Q<)xNAW;G!G8)TTu$7{ z{+~0IQ|!&5K(1d;U*3A+%7}W!jERZwlU{m?MVG2!50)c zi&BfojX@+ONgn{|b&DdTOOgeEA4~KPLK!76P!|Oi#}N;BbL&?dKv_(M?cyYDF|iT> zi8ARv$X<{!BR)xt5rsRE1VA779Ydp}#}Q9svc716uF9;mH-W}?`B$Yvfv1svP zvh7LNf$7*|AhVZ9LKyvxVoPEfIk8DFoDdFgM@ySW6ThCpCfVV#% za|Tx~_2Orc9!0PJHN1UJ!Aa9P@gaCxd|*|cL&hglY%-leM!t1G8gUGyNh9qGi-BW} zdhK%m^vOMETfCRT>eZ_&di59*5XmHJ2v~)r0Rnj9EMQLq`;0pLB2+XHUV=qnS~F76 zon5^>@Tphm_HpB$8lYJtrE%cvRe;+=DoYaMeWy=@#!e_hZ}`;~f|;w`Q`!Wn@6Mp5 z{ocot|2E5RgPpImCL)q}CG?dLr3%>IrGuS`PD! zo~%2s5v}G>cw`or3$7P##FS>eOq9v#(+>`SxHfNhzr7!(r5KstMozP}yDd$~OzOXv z{@AiXm_KLo#|1@VyoAb*be2i?F;Ao@RE)B1Q;Yj=5Z;Tx$MUu2KM|@;3U#ZUy7m#? zI~tSfF%B-S@RNVbdV}(nzXGc)%eG6SV@Ntdv?u(^7XhB!LipL@JN=-^6W%ymA?R$r z7ftAcPXOgCIj8sn28avPdwqwy89=JbUbGuyl8B-As(+-wNU=R$2|W?DA*Mh}c~iv0 zJ=@%VgwSn)_lrttwggl4@(FnJ2lc9YXM?sZmrjRk!En~fn zGjbOa0MQ@qo%3>zrFdFmhAf1E#ASOaCPkUl9ez=y}YsNuFcN770e@aPB+ zfe4bGR#l~+^aA~6L1g+-BBt287ZU5hCZ~zqbo0C5NMg5VyF_Bi&c#-*Y5n7@sw@+B z>lPkJKdg+%oEtHf;13}^*y}{ZM{otFWwKIIdmQI&EF6RNBQZKmQX*amSPHjNQUZ}h zBr>7+g``4a*`}u=uO{FO=N3>kPI4L+HvDulKgfHl_nJuS|W$I z>xg2%6FC-7S~u^#v%LJWBfQsPwF6}J0xGY^fHr`&f@<^>6$jv8Ch&rG+ZYv`5>;64+NFOz zya*om216A+_^RH+kIEYCR$^=qs5j7l9NTR8r+kwDa zQt#`3AU9mkA$+#apwY##B3RmTJMiv%s21AsXKU3vsZMkcp zt7(0EN=NMZea|N4K!W&!y&|3!h77(P1d34e?2U1 z*6rgvADO}poQl&7Ks7?f>wt|2`yqGj(Cql|JvLy-agPfZV&d4+xR@CbqR?on+$sqh|3Hiiw!DKG;+Hjk|O*@#7zqnfMC7~ksm-w7nFYpP!9Fi=k<*uh>$4Y zH^i>nx)IJT7%HOWuTF_r@~|`RLZXz22=iHi-EIY9je}~1K&uEki80ubEu-r&OW`17 zNHm3PzcqL0JX35`(~FtK-9OOW6VukPLInx7CwG}UEaNJqf9c5*K3LzIlc-uMJG=Zv z$<-?*`N4TG@6`(g&7nbQAr*U->gsU=K{K4cdFfPu__Zy%$)+jwD*{gD_;|;5K zdDsyPeVxIlPoEMZ6y((bsKM~N#G;(Q7a#_Fs+C?uj+8>;SlUZV}Nze=;wg!Kg5aAKU zzGDQmYH0JuA|>hdW+;$7v11{jy_>NSP(WbdJj_y^d`_A#0=a2VUi)rt*qBg=9u2DY z^SN|h-Qi1+XWgt*_s<^oh34qx=#Tf<6+}=&oIYS0gGfSnxkPybGztykd1P0JB-A>Y zZZSGS?oU+8gq(nWk0RF7;QgxngIkHAL;^Z2;VL2`av1hbr1gOn6FJl<{piTZ$P>gs z2aKgwy=&#}_r`j@4aPQR*EGyMP=xw}SVU3`KKvPa+3@Q2j*gFiaV+>E68#oo3X-FH zh?VjC+=R=L+1YJi9TQ462Nsw?*vpFoEN}@m4Vcm$-^j-KJqnz&(Z0nfDhLA;NqQB~ zsp@+%0xZz4p1)Co(Fx--x;g)v@dzoSv!FN;$p}%<82N!Q-KcDydRTPz>JNzKf$+N_ zq)PO@3=}Cm&>(-rzgGdgRLiE@v^bQYR-tTiS$pJEdi@Q1nJC}MJ~0CNASsUPmD?%D=i+;kQfA6X6g0yR8P_|EFV+sBW$uU}&as1GX+fLO$^@)ANfi%8z`7duDECz^GnQ*olDIm}mGf^N~5pPfeIs*?N^Z#)Bba|WR z$SHPKRx&$6-8T<#>@*-%D0Ztqv_3aPuvsc?LR_d5;21(E%y@7_!6H>iw}08{L4+id zXO~c9Y=P<&8T77kmrvzgbv|y4h;Q1xnHG5E2wlk$0@Jy>9|TJuV_fg}7U-IiO7It{Hg5y{P!<`BfM>qEgq$Wa*NUn_e!j4tk>UK&=b`k!5n~VpU0E7c{sP=N z{CIfjqu7k#YAc_$aO3+6uFgatxTx)uyW}V?9Z+T+3N=(PlHg6|1#r{`oN$`S3 z=cR5m)lE!r(TxF=4?=bG7^N+-PyRU>=J zG6C>-Gwx?$Vy0<1QWA%m4Y4?djg$7}c#EYM4114)yhgeQ$Vkk}d@ms~KEeE#6b*a! zT-2OEhsHo*fT#b;$k4DG=puXtRWD!eamK^w#ls+YIblnKqBQ5v&>icpqJ3az0`VxX zuiw}6bsof(97KfS@Y@ox`WiDhsbr8zm>bdn2GPk@0IRDR|ATHW$FgQAA?-6!#M75R z!DpD}IdqpZkie$W9{CMI9l)2oD7JOI)dBTO1Co~k`iSY{j`fs1N@F4%gm>0<8$X1v zN=zehUZ5OgCTccaMEnW`5)nI96d-zXqs=955fp_f%XajCWZmgyoADy5s-y5>pir+@ zf+KYg#0nrh;%#<}6bg1?`GIR=y883AB|3$BV5ZkbZ{|QQh>CkxPkM}H(k3MC67nbj zmpsfZA!j;=5t=M94zQb<8rnvwpnM=y;TJW>c3$*^`36q^3R_UGzn!b!`+3Q(cOa1? z0O_&Tp|P(5w;`O-4tbVHCj^o5LFUkOg;Jc_T@uuaZxzGaFtfP-fpTP5{}N0iu^0H@ zg`xYfiY?UIJrT2)OQ^f)XRqiI|Fnk05a~y!EEeD-m((@=t?A1k^C1*Yf>HA-xa_~U zVXOOK=Yo-+SF7QELRFg(hX7<~tqamN9Pf)5-MjtALZn{`1tq_ zj;yXfqgUiy?stAuYDOGC;0yzdF{0vC$d0_HCqSe6D7gTEoSoRDntolLaQ4w^o`X#| zxJKd$(dJx)n>04$6JTS+xSMG5QS~AVJaFk-bn#+S%I&GG4KMN`l_!{qpts2ZQbsr;KwAuW?ug&+qd~0_(USvf_1%_H-XfpYwY`Y+ zucly}nNxiqG8Jm~N-k4g^trIfe+qF3R$096%=C(m#IH!$1m}!_l*!5};?$G} zG=RvgiFvh9n~om8hd9r0r}P=vAZG;b{GO7728me2f-XYbo2_bZFi;SXFv9yWgt(&t zDzI@Ggdgz-MBJTUU26x&SYf4zYrF?+4lL3%PUAI4g5oxvSc)2f{2L^(2Qq9?SY8D* zo^q!;K~UwprE1pBC0$!vr{sY?O~YH&h{#spX2N(??sOBFU|cY^02uud`VzgcmtX2K z;F5^pPgrrmE_HQbd3pH?59c02s+{3RJ&uxt=-3e*0>B6rl9D#MFH+Ha1y#e19>*0t zJa?tYVVS_LCVJ2L^(60AdFDQ+$Ni)3fdltX=EeY0KuqDT&-Byg8-+;adf(3xxnrX- zS>A7Ym#L4W^G#6t6J6m`h_Dhv`DpmWRr3sccbGk^tON^tD^5N+?dd6TDF7rXBO=5g z!ewtCpB&T_WSk0NnmSe#;l{py7Y3A0x+ude8%!W?NY79>m7|n&ZZ^>gTACQW=|li1 zRu-V5yw0;(jEH(3sEw7Uegy_N8KwY^l&@*hA~=K$GWUotus7M&qvcPI_+gEJ%`5gT z(RP18j@0Z&SkFA545p8cj*jN7I@Az|DF?k8?gQ5)YGTqqpb1=315!D}dRO1eO?>yb z-X<4JtmVlh0rg+_dryQuRJ4guszkjKJar0aUN!F&oI;W|7`@O^A{K!6E!hAQVm1;n z@Mr`@t7=-wXyj7`{#luWOgLTU&@@6COQZ|TXOo&nV1P^Q_Tt-ChKgL&_u z(P9mpKK0>8NhRg*XWAqDK2$xsAYD8g^ zd=xTJNJ4J86fZZXA0(Dm*UjhR94$?>go7G;79Fsp?Y;t=?!`U1=pk>TI9lNw9Qn@1 z4mQS3BLv()Y7BW?i3!zu=g)g6z}igQJz%`~VP_a8ckK;ub8%544U4ijhQSx4YCcEcMuCFj`nBaT zu7~JdiM_B&d)Yxm8W>D3+YGpY`__{x`h1WZ4#?(8jP6 zwW6lwN_b;J+Ao=GR&A$5k;xHCJc6#hc{@Mcy`ru@DgZkVNro6xkpUD=7D4SrItY@V zplBi%??AYW(&8|DfVP=8wU#~6vw;H!N8EvY={ON^GU)k$4GX~;5|kg_aQ=sg98UKy#cU}6e$UUt91Ku z740Pk(P$Os;)W3H0VvXA1j>7;C10aQ1r(|IgY!5H^_%Ob*#O>gko>A{0M-zFEQr2jJny-E1tH=xs6Xovye#u>~qBsAO z{v|q}K44F*{RaZzy8;-mXQL?Eb|7i+-@&2F>wDe;m?dBY+NjtFBIZ+f99ICr{-N1=Jr&ZCV%4d{kp= z9C`8Ha)VKF#pRm$XKBcgIc~9%s0+zaH)qeC*#Vxnm!D^f z3RUxyhU03OL`BKIw2*fMdmB;LU~80b#Uy6y-uXM{XvJRpXC6NeByaqw-=DJERPwb}V&WD_Sjh%YF0|0e}C z^R>XR-L4FLRFHmYH~cV(Ue1?tchviJh2+@_}DZ`a5F(fqYDC zC&(NLqiP{M$SGD4DNGMxb4;h3p{6ISB+O_0yQG8?rGRG6+qSnn@Tp$ymWjFb$|Au{ z2B_9BvaZfFaql(DwSp2G^B*FWBGnEUWiWqS2$B%w^}8^=ZOlBhSue}PC~xkvIppLI zc>RP&5N|uE;C4Zs+LBe(-mXy5gVYZWf{q~1L69v`}(Db(1EK?GR8RT~I(jxB%-xB|F(0 zTvrSEVhDN!a*z)2A?wS9GcnT(T|uyq`zk0j>yIt6(6ub(X=Ua2p))}u;>Z&uFI4eO#1#z^zwsaxflj{&-H)*m&aJv&mGtO@`zYE)FplvBnUb{Zh z*t?f>fYdPm0wD=KvQ>xM{0r&0x`=qu!bW7vy5`Hgt5%KV`RIUO7ziE*Oaa+ouOj~K zGpEjcQNjo1wf!Re>xH^V60rwI1jA-hR8Uambeh>IhJ#kxI+jMD)w~57hQ#etII`#n zSbh`@6w6yOH+QLt6yYsi-u=?O%xm$lZ5J!xKs~!DpVznsxw*U7>jp`)5|aabF(wLG ze=bGxD0~hm3W(w}@G+P4fXe}%+9k}Do|8 zjoWi26cStMQYWP=;N0wdvC$R*F9_}CKL)YNt~bhe)zYcOZo|F?WO4=mKq|aQk%%!KX<951oo$s z-Xr`LT-&t%$OZ(hAz~>UiT%#!dQkkg>R>)nFC!EQSaZ8EK|1A*qq!NnzkR&2#bsY- z(b3r#6M}rj6i~$y^Dk_f@9-4D%rblfrcr=Cj||-mN`3nG@Y+FR^@lRm^h=nd(ZV@^ ze27r8=CjsZ3Wr6?Qc=_H0oFo^o!2~RpXn#mi&!SQ_Wp#k4Q#|fTO}PdWGp;%TK^Gf zCCGpi+!6w@qGrE39H?l- znE-cZ9U1e4h>}pdmz_aL3L*%yAPg6+RfE^wN8;j%THd&lhi8k+7fzgs83aJ^J=!Js zL{)$gbq4OU zJR>yOhDJt~#>trEVdC@*BlV~4Yq_r7p&#^$cNG%nTuTx=IRoJh$muBy0XB+|`z&&S zu4uxo(Ew_#AS${u6IB%fRmob|9s0LW;<^@w&jJV&3_=RQH<~wqk3={Cn61)3>l0lF z8U2g)QDUVGEhOvtRjiW}epNbZ4%IKlq*zuC`LrWloQ zv4EV5j6c-&2%`@#Z(&uEL*>XhM&#%*^yNfDMbXgVlU$A@eHPT!Ec3F3C~DTb9g;FS zbcl&k-LZoW2f>T11|hy)Y3AyJ#Y%fo7-ybbufT%(hdztulz-fb+RZ#m& zJze2u&wzj%K*qNvB0>@)h;2B*=1IwUJ(O%`d~F)ze(BJkvrrnQGMj?~yY2*qaHP#4 z9ieMYxg9*;rX-#YBY$`$UC=%d&U?VWKCVh(&y1nHYYDh;1g#yFCY8w}N#1)Z3kq4pQ0|F{TR&dX0o6b_TeMuzJ>2rhskCKj~Sz}~B* zqym){d@||V|M@@ObZV8CtOX}wNJZ=|h_x<;07{&jja3+nk^Grgr5vt z;yv(tGGQQP6gk|I3|vsy!gc#J?2gr|dw4Y>J4j-*hc zDm|?usT{7@K+&GNYs`M0d{{rHDPZ<*l5I^-5J@rKNXj$eWIi7l*z48?^ylnfS|8HR zwa;hCDeiC=6lxPx5E4?&bi#0>W8nga2lQvO z9+fBOaa}t`L{Rg%rV5JI7q>3icAj2d=x7K}5?xDW6#OKpj7K92BjbFz{|>U%^cE4t zahk?m;M^~s&^|N-kSbv$xcklhK(>ngA>fQAhSE>2e&fi;Ov22Oj z&-3~_pH}bGvtDpunNX{zFpV`HP&j6aRQs>>m&wCjj($x zMuwrgRX50&ZTq!XbvNV2>l>rwH)i*Ke0=*#ZEe)VQ=7wP^1a^sBE*?)jBTa5wG23{ z4c^bCD4D=EE}u7+kv8xTn1m~QX}d3`Fq#?~IyeWRl$U|xnZsau38{#>Ro5S+t){$I3b;@fin3O!zj?QX-%RjY(Q?IF8zXo zU|#|3L_D}*|~TB(gH{ z(CWX-&rwNb8?U_ntg349OG@g6EyG%koV^2+HP27`+$-IEeex-114U8FpRNbZr6lhk zQ7L&Um)~Far#I@SH?u57sdPOwi(N^b4c2EY?zH*R%C7G6;LekJY4Z!Hqj=z3meEi=E`f zn!C6djb&=KPVav3Y_ZuyUMW{nlcilfHb(QkT4RW3^J@+lyTB*ThE^79TxLCIBc;mv z_vsItoXc8Vih)Z{Z*Mv(M_UX6TL(@({2l=AgKn?f%$WI1(x*?K0v<|Hr~PSJyT}!v zuIdkxmXK(IKCV zJUr;XU5VcwlpP(t$@ts3dHsq2i|UKVg~;dDesopqI4LI|Tc|ZB2FRy=t!FvlSA$$$a=XhhJ z41EKGuW!AET>FQ2RLHmtm5ytM+CQ4GI%U3;`pUh4;iW_;*2|gt{-8fS>-^HdJXvdW zU#$(##fW3zEu=}P({JzF_FE6b032EqQ@DY4VpxZZHbbO7i#bS_dDvL(LPWumcsX-3$fs7trEbFI|?Gs3ec z{NU)P>-%hh*^zY5%E~ID0ch!KS4knV{w*-N=5nx6(gyRbHJo??G^^9wF4NaZMvc`C zADsi6^$ZLoq-y({bIzIJNr-9~85#M;F|+J3V6~2H3ei-`xvTP$R}P^fi5@CWw1jp& z^vE47oAJ%ZP=CGoQWegeBM2+UPT%k^=y@wsym1Cw%oSdD<>J*2p!N_ROIU1O4 zzEFiTS5qZYk)2m6Yk%O4n>s63*uNcGJD+UanPCmJWlNUym5#q{2CaAuj<|@RD*{N< zn+72&Xr13HYZzIM7_fdxXbOoXUczj*1*&>yod&Vlq2iNIq6y2&a_#{4VSR|fXOb>T| zTDz4R!6s|NoFNmVCCP2u%mXZ*+ZXne-EUviv$X5<$4kjR-E%lSGnO|?{oK?s4*WU-yfice%m>1P0gmYg`J6{hg4R6nT-7GoJK#<4fYdvd;2&2dAUJz65VL)cS4MJ9lQL%4V98i}X!QG62?DgWFKteU{Ayr{0ir zMy+ZW2(TE5Cy3hUwSBf7nK>6l;t&h3Tt$9f!3(UPO|YOV{r$6Ja8wih*6=*f7a!KaAAk?a?@R;?SE- zkWPXQuv;$rQjjv+A4kn9eXgyzZ9rcv8U8_Y8&WfP8bZTPZ@-gOwx;;j zKd%Jh73&PX1`fv+l8BgB)zz4+xtU#N^I$PDq_X}tCSqx6IpMLWT+x8ddfD-$TS+Ba zE_>TPV?DK;s~4wKW81tEVQl%*xR5wFcn;*ZwSdA3UK;vH?a(`j&1JAR8mE3 z^L+^7wa+WN@qvyM#lZ(Vpfh-cz|@M47Oo#@d3mE59So1FLs0W*?=T+wSfBsO&6Z>6o|;}xld^-%?43eZ+WMMd4* zcwD>m3ZQ3lglGyfYOdL<6U)rKb4bDb@Zr|q@LhX_(KCuFxzdqp$qfs3aBLl>!7$J4 zLy_x1`sFYB2aS2W3pz&Z!9>=5Bt23rq z$G3H)wU&(JdkpDhz75Yl9^sQMI8$QMto%B;$!TUNfuilVXqRt925tp1_sK=UwQ|Wp zYc%iV0E#=h>CWp6@2LRN3hT0O17Ic#vyzQwuf%-6UoiiYTd&-F^omk4Y&7n6kkhNe z;6;w21&zk0pIb<=gz`TmB&3Pl)U_F(=htmIyJWUXc(fnacxUs5eCd?om@9j~u1X($ z5gg+3+DCcW?BZM4OHSKS{?*O2H*TvDE x^3sFOc z5D$3@*P%iQmBqK#&@H`1rnU3*udCSI>A zY#f@Hm>34iFrI2|e6bE3&(yKqb42>^wXz-G0df}AAZ4cWp|%0=PH!K|?on8EH){n1 zv|nF2QEp{#kA`?-2Zw4%P?HZFh1QW<@oW=a7FgDudk+y3l~pVOHj09AD$d} zoRFBP3a>sCo6V?`Tgv=qc*Y^3&4G&p25sj&zt)&ft{cdeZrBpgn z(6-V76~8}1`*vD}C)b`{O|DGytI1U4#NhH4(ZQH2j;0FzUA2?-CDQIZo|~PsSC?LU zu_=|IdqMI}91)u9`qrb@236lzfRCkDO1|B%xoc3ikeReugjotZDCfGjAjxSo0et%U z@SW=vuGwlbM&)SkZ2kB1nv+to(7sBsm+WXwRgP+{xY7OHX3fHqz2Z!Z>L#|Fl8&82 zrCJ%Q&Gc@YX+&p;cHZw*73uFm>9Q(4dCq&}g;+5Pl_h+9S+ItP{V~}J@#ZxV+?7-) zai96%dpBX$-U^dFTG>K52Wise7`*%zBGWg0JeW4On?LimaCm3gVEUOBv7(ux`lCO8 zHW_*BwCwd2pw6@C9_%f6Q}_Gv7+jrfVW1kdu0I@QorJu+QGkUtTF&CnH&4_R?M0gu zu#opI0z*Hh*jdG;*ceCzSE_4jHi75gtbB~=&*2`L)e?K^v54KteT5wT+K5bfIZAaC z4+2aS*eHh(8_7YF)9?L3uD*_6>;Ii#1Y83I0_LY*o6#S|5~u=H*Ao!p8b3Vkm{|pi z$sYH&9>*_ry!HOEmmTL6uY2?>@zJjjY~;KbRM7|B+zJ8~tVo1$@unts>c*AX@KLxs z(6sOR;!VOwOP1PaDEjicMXR&XHhpR`GV$Y~wAZgqJXPGc`gh+xzb5{fU+N^mXZ~1^ zdafBv78lg>(PQ_`6v0SG5ch_hu4U@MM&U_pm=-i%V_$Axv4y4(N|I|tF~4nQqTch< zHFa*T$2|gv_tHxxm4qOd*PEQZ*L7{XTe9@z^VZF8=CBuY>mN16jW`?iQf5K@<-W8k z5YJ&eEbto-Uk5kX{=xgXN+ZvOd6c~$*gyQf3yyQUiRTnp_oKip(=f>*(*#^E~*ds)N1kUijNTuAw3*BWN~WiBLJ;Mb&A72u51T@Te$p4dYVJ ze3T1oH82|wgPvbYg^A&*1j9gvNCHE`tx$z3&n1n6(M4;89RkXP%hqOYKYLnSM-qhPEi&`%ZD?MRZ!xr9=GBsO^0YMTmxkUkog;>hZTM_|lhKe>aantTVq_g7 zZU2#W(JbYOPm7mubKe+qp}e1mFbsq?<@*2GauN00sfiDWa-5obE_}h#NxyUFX+{cD zx3IzdFHR}9vYq#}c*HBwf38S6cGLQt9i?SgU0&PWyzzQF7D!jI%Tnt6qUMFYaWMLd z^Z98+rtLs;GL81Jm8+psZ4){Ipvrn$v@yBXLjhZO&Bm$O&ntPV@8MBI9@D_v(nF*l zN$<}psmtR?x)q?MUcQVpZ+@$mraYd%cclUydwN*a%MIW#PpNU4smnFo#qj9pbkYi) zl*_m8GKOtVKHrJlH+eAr%QfREmp7D8SiCN%h4$mbjM4{GOlW4=Ef6X|mf!S9Znjx7 z+Q(7;FMO#YfRzn`&r44UYPBF82L$+X&L-WNiACyf2~Szs499%|*rhg zK%RZT6ZfN`e0hU|w(M{3M%A_?1U*8Ql0}Q7ky3Xi;?Bj33zVk5<-*7$E(^zh1?*!f z$Gx`JxH&bjo_>W9A6(V&Lcb^S3W-@A_9c74_t)3axu*Q**HKchlW;bMhFN0u>Swhc z3^D%UC?}qoFUov5uV(aPj??V>bi1ly*e;1yA>MZ~4K9>Mu2aA}U8;E9tw9tgmI@7PlwA3=6=9c-y z)Zs~5rDDj-<@v1ip6J<;jV5i$Bl}@hc2aJr&LZ#4$-Akk!?qp!8*t>f#sLF^h z3HNPPv`n6{QW=*?17r&Palq2gtCW}ei}_GI(QRBWC+bu_&H}&`H9W5_c&^mhzvyGR zd60EE<3A5}Iyh)9V+?^9AFbPx#y$__3P8qnLOd*ovFJ65^IXpl@~=vlSxLXd?v{ks zB8Fd=TN&FePghylzG=z2@Zsj{9ad12MQ6IGVM%zvlamKtuV}kimglN=E^eF-oluNG z6PcIOtAvJ)C)l_b+q9jU7k5zd&Px^WhKfc)s%8Ctn`PFB>p2?vCkj2;l&TeTV6Mm- z<@Sf>G)5H};lwl4k$jq&d%HxZRUnBhpT++zDN>wLbUr@%@1kN&lf`&*7}&vZ)_o5sI7oF73hRWsI*UeYe%1zMEN2lbG0|Cdy%HMjbmdB{|Qf zY0foI2kV$8dnE`?Si4DBxIcrzr`T2A|K_!vuBychw0y2cTKt?HD!HtiDdyz=s#YH+ zZs6a`Oua%+?W;!bqRYM6UiH3Gm^W!s9UFjbFxIF>9rjU^?G~Hel-?Cx6%Xo1_qv^V zah*~b7D!~+CP3f4-HMf#OD+}jQs)_kc&v|+jkZA~cI$wQ3N9-{RN_eqTh8f{zb}(; zrD1!dux63r*);Ja-Y6Ne`8z{slP@-$ON_y;+9mP0~4(TOMV{K zK*kex>anDGxrrmwtx_h4W6u9s6Gnv$a<)k>b0t$d>6`x-uO z9{n_JMGeEFjA@VR-^ZWSquup$QlYf)mYYg^R?}5d5!lU`q%=7l|H#fl37!p_yXP=L zRmzU@0lFzaYjy0H&2J9%PT%QC{wvmKv-q`{DI6F%m*=@A`j%T)7JM0BvVRjrgc%$Eo{ldt#U=6*VTadvv^G?XP;r zaQ)Md#-Er1i}_`SJ!@VthiZ8ynniH{Zi_cNlu-LSsk&OSS-9emxKL+|QoS^O@`hM; z>Yg8ML#@Rzs{i?vRL&*}J)C*|>Z%JXsxrpbuV|imCs7im1VrceYJR##i`dP+ z9$w4cYpnL>4PHwh``o^2?HjlK5NnHS2vZ#{NJ1`_A2-I+SzpLT5L3$$HQD2u}Aai^`v9hacX$oPc^2Qczwop z8QXQLi!pO*x7WclHQZfY&U|I&t=nrmlkpYQ^u?gL$6{&dqi*IW?@#yr^=5Wbr}EL7 zmpARxp8=)z)kS`c7Xlb)@s3+ItH#ZaZHj-3iD(>jv9)@Zs*faOZGwOyp_u(N6Rt%H zRZjSP7V2B@uHCt05|AY56YG^&x1*$VrwWtG#|!@vIIIi*4IIy1;~4~~dtyBFDPOFy z{}jiLBbK?23vtb+cPg@?K6>^2(do)Ryd&$;3+es;nRgsm5X~0}@d&>7%J9-MgA(}l zR9)S=I>`R!hQ#PHbp|SCPN1{!zcaz|jcT(0&IGBg>T1Hr{+Z*HE8?ZIB*9*ePzd+A z^N?T-$gwP|)MU@%yBmjohz{&ucd#;Df1@HvvJ~@jgWg^HQOT6#U0B#QW5%2PLudf^ z8FMF<*NZPDSca3Et6=sy!_~|Chr{f<$>84X$MBW(x$`baj7DBd`MEWkOsN0Q;F`<% zGOT(n!9*?>00%&nQ!upEJy?~#^SlSi3o6$C)3pB|GVGsqP7DIexf)p{4A`yvT09!| zR=iZKKs2W{d}{BXZjEE~DH%!)>EB}cJPD)QuG-S-I!S}cPim?>RHurXur*3sBmb3D z!~WwP{od03POPL=v${OgbGwfcIDPNl^0SQeeL-u`o!z@*_EuR{3&F2m*AW7{cdAu1&Fle@x`D3 zOC!+)N%kG}q>|w`y7zW!$Afx369bFt9~7xPEHp^MWzBullIuFQX$yK2S`?4x^6|bz zAw%b-*kWbk7V>18wNmhSh8(@h|T@xE%F!RefcAQkBxuUL@H}!agPKm8iR`}4# z!A#>+SF2crA;7-uwGFxEOKjg3e4GU}D2L*(GxOP%_mXtq^z5gMjS$6RuO`bFhl&le z(UKW?vmrj4Q+Qh%e8Vs6InDeuv+KXtA-g{39BLnlCX3A;8!#-2S$v6RMUdLeCrYV4 z%>kEH@a8$bI zzfo$$;3rmjdUyu`gizm;MxIQl1a|~{c{DXhMn(Odb#9mYr_t%DqSbn|T>c9lzi6L% z$7KXP8twW)z2u4haa&Vu!9XV_+LiMs)j;5BZ7=gH1LR2B^vY+?Y+-{#`hFb6mO%#Y zQ0))(cNTywsHv@;^+UNN)?eYFMH14k`OlzNuXZH0>l$j~iBD(cb*8OYVPyQk(L8f! zrNK~j8(aL)F`f04Oz=yYi|sX=18C{lkBq_hZ`!-LOYdm?cl`D4%%7o|2!O|+$)|%J z*Ydi~DmM)Tkx4)>-g1Zj8LKLLT~a}j>?W>klr~) zCZi-@RKPWv_*VZ@0joH$y$Mo|2HvU_iUT;hdo|8R&lZkJuKw*_8J&NL8V?;Gr0TJ4 z9{gb)?Z47F{Gi_F+rfyd{@>&qk6(|CU8_O36S3nsYx~O!vG^9eUn|V*#|AnM0t6J> zzx8kuX_`uX{n7}s%6p`CzR5DgzV6I_5-h5C)PGL%rKsUWTs{F99}%icgor5!#;(e% zF}RF8S?= z>&WdUBDQEqC~-UMfwb1!~MTAICgy#gT~Yj21@Fom?uO;WRR`i0VSe3FqN^l z+kmNM8s+YS+Px7XdXwIxP0h_Gyt`8N@xR2+U^d|SH7!LJT5RBFwYQ5@{acxC650ym zUcK|~{5=o5!0>$^1P|jzDDHnP*>juIrQ$K&Gq$MA;G~qm>Ij`d=fx7vcn~8(tqDG8BvRG zW@XR4j<5{^kJT45s0`Ic<)5=l%SL#+ZD*=*D+@j8o=y8cb|@bwD=JA3OP06 zPM5z}exCqh(!DsKmEkRKN}C%1gGtz(iFwb{eL=ccG0e2FBm-T?@*jOK+^Zfln;fAXcyI&|6b7 zAgy@c0JJL~Y#fay9G;T_kW}5mf_K49UO_EY5vS!}@ zQt{kyXDMvmmO`oQFmiJp3{dzl%(Ge86T>W^5e+bt$cG0f&a#5^)BxA`3XU7$F)`oz zbC}}j+kQ>$>Ngd(&qhSQe~uLe=}}ZUlbYS|$I2I&i1FCx7^^6Llf!^k8$7eCq!-~l@P7s^6rQ~M z$UsXXQ||8)MKU}73DCZApSaWKxLj&;h?^|ijJIc*gO>2+^XE-ZE=}G2!@f1P!d};D zh8dm2t=)lL>1`}|KzSNoZ;4rXe75du*FAmz)xg3MQrewA-{h2nNky9bM(6$osK3f0 zfn&5{BB*aXc=FSH27xV{jj560jFVCMb0$Cb2Ih~YG&!H@o(CWb%w1Qk z=|%#zk6M~Z=Lz)wj%XnK@{XF35sYh{a22AxS{Kuiuc!JvUMtT;P1#{a}L9?0vQl};oOn>vR~aO&gvlR-9icb)bU_5R!ayy)G1`5?cb$#j;72` z_GcnukeS_PKtyz$L^yE=9l|m*^E;1^Pgp3w?o*WLd$Y%JsAO+-B$+OoDFn6FI2?4YYXS;h_l2nt=w8H%%|)$n(G`)#k0AE!D7}7T`6Zzj!iL zi_{3yY$<53Q=RbDV`?qfW4n zPQ)$J{ha=HqqeE*LS-mZr?nfcsvWmmNe8gN%MFHOK*ITMF>BkSmvm$4^tVX3oZ?Dzjvo$9Mj% z0^_S=H!bTjDU~!|=lw``wnh#V;&t1$cRsa+my4J1fd8 zydRYvH7JzGq=#G$br6#R9T2jq`Jp%LJaAQxi3C1_LB3}`$pl%7W2U;rg%oIS20lyi zeW=lYz`?C=J-N)ob?}-!0WUdgLuw>=TooyrN6;66w&jsIw(o>YaHR0KpD20x8?d7i zm5@TzP_;X-TCkn@|9vzwvenSA5Y&lh$+HTV?cnML?Y_){KdT{F@n(dl(X|I5#}Yxl4nCj~YZ zeQS&^~W4AaA>W zvrxOxKl294PcU&U?e8dp8Ws~$DF4eTq^LhY4;c-2?(_$-U=JHcN%5{R^i5B#%Mnvh z0aFtlPZU^evVTIYO*`)flPrusTPx$}t2m9=`9aUVeiKi${1bw8`rNy{d$DH$osCM0 z0TfS$t^cZ!YU)a#)wfacAnllQ+-*S;yMV>f%h z_9N7ZBdnNzn$A!!dp@qQ8?7S#sIqhMp09g&QNQtprlq&}$*(77BZ?{)Heu9c7L!kX zc|>yQTzm*E|NjArIk($~jyF*(d;g~{&>NJs?JNWiXZFiGg}?wPNCA5L-dse1*|%^J zxx_7|HbuJE-#%|Cj(OtAuM7UP{bw`F-X)SgPC|n0lzn&17XeZx(Ke#kP&lCyZ*Qu7 z%j($4agxSX1zBGpDunW=h0DTi-#_!=v&)^uSG-B;<`8QC;Jd{*>*YMcqup=!c(T*D zS0!Ex5GvLuz0{t^W#_o;*``L}$ih%zGG(Pw9{gvHSC*1m$~>8Wp`|wcP$?_B!9Snb=JY*u}p zzBeA)gCv*Sd-R`MTxA$*>%*x2gR(lM|F5(wkBa)tvgOt$aUsTb0TqK*;uuFz5L6b? zpeWk7K>@NE5!pdj5emeZ7Tge1#-J$Rf&mH&P$59ECMdKblx< z|1w4YKKrIZTl?_yiAHw1F|gOO-MfdKP&ZM=b`fdgH5V>JEs`H>;eS|cK_y-h@>T$= zY039F^rXUzzn34!vVS?2i5W_>A0F6m8doIz+rsH*H6P79&R{#6Bx2FtQpFts}wGe5e0 z>}Gbc#!L8f@Y)uh@V-;G-*|=AGtDQZcY=OI$o|3zrp1pNdmh)n4Cr|AVy|MTN=|bM zXr<@RzaLX%FwRvVKYi=D#njaFEy6~j+Lk*y4A5Dv_s5&K-!BV4G`+zG9`4^W{dyW| z1lJ3f<%ZNgV>{a9`q#Givc;ZTs^NlJy!2zn^v~ERebc;N=Gt}ZO8@zz&)BmWy&uQe zgwn}j3@=?k5FJC6E>O>r!GLU#U_9f^m#e0ZHDmK5?alNL3=g{lRQ|+YR^2CH!SG!8 zhu>XLK_6sfp;aR31DVqqf(#}24G?o4as~8)X^tZ}5Po@$^=>~uk*{69-u_*Q|$Tv(vHB}{2KA-mL_Har7wn$NDELSwV{HGNKPpMe2$?*yYu7Gk_!M0V53hlb7l`+( z*4yS<2=ruk&R}qCUA8-TMaZeF#lfd?n!`*CKFISL^VpexQczAF9}lt#?0QJV5F+wp z2DUYHoOLi0T!i6{!z~9ts?TtZ^eC7(mHKnLxV#`YSUQ~jBos7n7ufFj3Fk9Zo-+=X zLa0jC21_yEDZy)OU23k~9`$#pa=yQDgXOAYWC&Y;WzKu6pEb%nKtBp)9tUTVm3bpF zav9i?8caoJXXkuny|>^yG!BC@Qrjgi8=?W}_J46HcKD5bl ztT=X^iAc7yhJMJ;lp{ zxD`ZhT~-S_)BgEqMwM{&b6ug`fVs8AO9c170#ybj$Ah2G?DLt;Nc##cb6rpv|M#+# zIS$P6s~5GaWkPpY9dckbTcDi@I#MiAlY+qs=VN7pwO8jB38Dx4d>mJRZ&wNOg6YA7 zBo}qYJK+yCxGq{;oWFFct*4s?(nm0Ovz$1X6y}$gyai(w3U*D8oJslEjhGlxY7GY& zR`<9`n^7bCXO5%7nw z(hBZ1HU{{+MXp4sV1Z}{hs_j}Yg}Nf_?4<^EjUi}o)Yig-A+V2n4L^)*jhd)ME3um zyhoJ0BANJ6Bc~3YJ|C;&+9p=*BhnhgCe@^YJ9ln6YCTTyzoWB&Q}>f=N;d7Ue%VdN zt4``?&|J=**N=)GxD$yN=Cpy*SZzNp&g%mVMd^f0Bc*>Mv{9P*y;boM^cipg^#-d= zqP7L|QFiL6u)bG(RJuZ`e2Fw#XE@t+OGuu7A1^dNmFOn0mvC(gsbQHrqq0Q-0F);l zhNK(;$xFlCfsuxW`i`}KNP4u0h#9*Vrd$c8Upid&qjdug18KZ>8avn)AuIP2x&;eh ziMGn<($%X&PALbE53%bGjyGisR?;cR7bnSTAnZV~wiXOM2rAT9DQ*878ZSS9&1l!) zLsVsY8i?uAeY*~0)0c_F7yeN$!%!J4;glm**%G($_d>tUS34jMhFS9%Q4QHxP2=0^ zm);r?-ugCHM>ZnL6N$@ZK_mJ6^7GqH_uUoP&R|SmB;Gm0k%l`NW0DM(VoI=xB4TPx zJhU(HA&N8&j#(L0dL2*GMRTib0t&i^N>y`S4s31J8E=}Ub*4AD2XTWlTtEHOC=dvg zV}m|iq(}q9URT(vDuHTTC&<9>4+?VvxX>;Y_s?H6xvv_N@1Ih0TSHwPLLf6yKI~p- z#5fd518gB(kj|80Ft`| zWZTFxhpLkyV^;dcvl;T^8gq;KWS?%o>kQ%LRb@Rcs%+gbAWiMx2x5Cxw7>AkpdTi| zpcqT+`oVYgCiBA#FmobVdrc2C9kn{r+y`kJ&iJ?QLoDK8qLwPL7H7?xg$)o%gEJ7V z*6HY2!A7})2-a{iC>~z?bpuQex#f>^J>Q&#IE91)rZyT`P#vRCd8kG-l09cRmXofS z6g(B?G{xdn#uMQ!J)PPeCj0kag_Ybu+hsLLh+G^puJEx8Nu-h_Yn&xUo+r?JropUo_1NM`-RzWJ31uLB-X$agJofn z02wlAb*6ZZii%y|IeYyC&-^X~{$!aP?o<+z^^8Wv<`lMevBke)t#MsN4nWfbK(G&f zOlBa<5%-Vi?6_8xws_v1x*|b#p$pq{VM*rHUw(%H|K%#DPZS#O{QsbV-+n~Fqk1>- z`1PnLiFBiY3uXG_dN(QwH#P=gumK;=XLNIr`U!6q_M?@k!BU;wy(Pan=?Dg6^RSu} z=#stI*a=AE%u=koYWkzxarujbPD19r4%h&^{^DitmJ0*B*Mr}uH}v|rrU%K!Q^6E= z0m)ykI2YL<*E2+c!9drCE6a!9j%FJ(rasH-0hr$^MlZ_CYblzeg;hOv8XJ~)r-*~z z+R+$f9!+dq5TF+=UhIO~*)r!8FD6j3w(QPU69xV8wB7wQCKa)&!azZ<`mS`{r}p;t zdpO|i1?nI0_Mng01`o1~VHgU6`Fq(GEN}@B*%?`_)yWa|%+y?v^f+;F!|1}KDv~(~ zlq%?3F##QlkRBSQ<_%f$wnH*T|#g`%?WaGC#-mo%w;Ct1q zH`B561uYNmnBXoXhu1t@fTN<7lL=^S4YQd5fCkIU=P_(OwWEnU_=OQ-KVFSx+Be@~ z^!X972&_U^;vTvPbF*=Yvc$?}SZA0ENzfpvM)h4c$`OopP8&F0^VQHVBKZtZ5lMOd#=68aLV!eI zjCd1m!0N{*_Jyz1x20~Q`IDfbdPj;pe}cRXro+w%L?qCKCR`FUPRd;5t}PS2{`}7S zm&-?+P}0KH=z%4+r|*r*q|%{NnBG&3wjUGE1B2fr@VX`2@WP=@!_b;T zmo8s60UCupT^!V>P}SrX_y0Qt8yJjJ`$eSnefY5?paTg;Z6>xrqLQF1C1Ts?o+&*C zw~^iro-S{&)(TPP0md)$`pb0=K-vdgdj&2NrV*MVft~ll;D@nhm!YAga-Uia4B@(i zc|;S%IF-Xt_%2dZOuVeh-$UG8Kg^|xa3GBd@tgwuX`fG$Q-}<;Vn8c4@<^vPQA02O7f>%?;mgdFNE(EkBpn(V0 z#IQaJ`w&f;@7;R|V8yIE8>0sk>DNS*AejRZhbQphfS*4iqkt@5CDZX|aBUAXg)W5(CA6q@1317}aD6C6v>=O6 zd5%kI10-R)Q`_g)$-G8o{@QgR-@#Sdv@Gi8O{YET%0YdVHoD_@p_ zxqsF0Dm@Y2h~BsxiAXd(U~``31*NPa=L+nypmw)-^y@Wym_#Smx~|;n{S^MCo56Vx zRmzNi_>h$s0r$WZ{scNp#bCSJXi8b;HYd=;H*cO4gvhI|*;_*rtr?@Hp-}~kObr~z zD<|_uev%Af(x2$3+aBsn#e(s6HCMNO+{8+pD+s}sK3Jq&C`&?_BHU)Y{xhJ{EPuUl zUZJ%7)Wsy22iKi`M`sAi95du+B*{sK!z9T7VXSxy{CFr&`E~o2tJ_~dn=eHvb>!*7 z0|_|C4HOCt3I*+GEY}f{-}~(z3XB}09k{0EnL)#d;I$*XWXYfZyoW=*y|lE3ke)MO zKm&pE21{%(oQlVc?%&{LL@WcuHitZ&mAQN8&Q8+XP8PmDtuzLKH$Q6u>X<%Xwnc#s$X9@W=r%VgS8-CkST<{iCc$Sc?l&$iZy_ zbStg9wUCN~_@3AI>l~6JG)7i=uXx;}{nth;zsDg%!%*RwG52Q39X<3SeO**|8VUy@ zn~r9TgT=wwziYJqT|>q`Xc}IWmDSKniy}W!U8d#s3U2>3@Oo783Q(nli<-bt89)=T z^Tv%E>T@4Rw)qDSRP6p_&YUVZ0!nfxqg+!G{j6X@&oshp9`4}eG}K3cX6QzRsL>oh zg=vJDG(Vb-=}pP=y77$)f;vc2Yey!d`LMa$%fVoXra)Z=BMl{tvn>HW7n3jv)CNDX z646`}#&r`Nn+vvfi^#T6+=GATFjs8xEacTS2C z#A17i+S-^#$WsqtJMr==2*r6ImUB~AuU@TZd952!hqJ$DLhm-aH+wfSGQ<C_P%DmzUePsyhz7Pi7H1B0lxR`wTRwu>>N;2Oo%)n)%*+nD(E%` zn|uU`I8&Bcp7%&0jhpSohAUhro?41v0GXf!mOq+i?b}Rj!isWyV&ikO(|_!aR77Vy z#@Pq8q(Xz8Gt%w=F0-O%las{>M@Isgj?EnasJh)fbfa6P+O*tjQuX6ix@R^f%{PdF zguyCRbP=MKVES5k3G2m`$=W*4F$&+n+M zZ48e3m%t{lF5*wz!7jeWgyBue4~o+m+rL3=&f*0aHz_Y){)H6!RM??t0a);&)w6SR z!H995SSuA=7WktWhBsDLR;I(X-sV*O3DzM$trS;-7T+pk7TZbySCpj1_qBsh4ge|) zV$&vIfy}MFcIB-zb98VB46-><_YPGS|L*sgMNmOLC@}wb!V_u^X;YvA(d)XeWK`hT zo2Unm8Ul%f8Lld+bR8BSYs5jW)ez{4hGc2jk3IEI#K~dax1C{_ND%?6w%Pr4+C9k- zb|3kB)KE}AGd|4K>+kiPsBC>%Q;O&HJa%j&|WM*(@n zcb>N+X+@dp2g*%`w2(8h(31n6+y;m0uanGpT+5GozTd4}K}I6bbQ7ATDp~6dt(ZQz}>i79}v`zqjZM5JX;)-#1BS!5k*Fn8Zpi%bR*^fla;g~ z26A}8jAAMLMm);+D7s{J==BSBuM9Tr&PHN&Y`oXMKm$%|Cs1=*3WAU!#>mr`MJV)m zvwx~0YmZRoY7LDiwZZX|o3~U!s_nW*9j-@Cu=Fu)?)B9UM;I>60!1er8QAJotA2$s z*mW8m-W@>y17^$AVj@vS1z_U?c$pOAl5)V~3^v7EJ+eEm^8Dr|=fgGbr~zywA`;9B zAD2tj)~_$SW}gdxk&NEb=g&7X6=~~7H`;nVTNE0n)Dl~YSmuV&0F|f^ZH(IFY=`kD zWv7AL3A$NE1Vgqs&&Uv7*1WO&@elh9I9|ZtwOdhK|43P@$kV6Zl#zB9vgwEM@vc}i z$7Z&hADqt)p;R`gKiRKO3H!L-)!n$ws^M^gT7WC$pK|4rb#$b`M3f((N&`486MFL@ zFH%9R^z7%aP)usZ0S**}Z}x>3T1bQlVEAe$5ZjcOOGrf94T?jMZ1J&?sFn0J17-Xj zcECAbsj1Z=*7isb=~g00QI-s}@Im%(wzmL_nO$ljBbQ^>pe_*p?fGYn&-eKDG_a5> z4ak;+L$r^pvoP^6Q79Ca!y2l( z6bfAlg+lvy)k^%!`J2ir_zyW3H6xc34mK`VEuE|>$1Ghg**Un_*`D5f#oEc)*5RVG zxa2PJeLFXwb8)%kEGHph|9}64xP#MK3E@MZPvTP;FKL`~rcl+|Um<(_{aZ7{_-9FgfTG*8NZDM?E#(V!SXT|twvsca*UUmOA zMjGwpx*kmZlX|;x#|Z86--CCDl;2(ctES9K3jyjMktS}>kmVoMvlARPlEckJKx?kveiPKd#IJqTHuh_`Pm+<5XL!`zE z6O-0%@i08HM&L!q^#@e-xH3%&*3hkFe(Su{QxoAh)>$s_RO7PO>|}Yd$MlUNX1r4( ztz-4w;M7$ojf~3PzFnmrzOlSAh;_nlJrB=~xVSiW1rOr{WqMgz*;CEgmPRF>`&P1U zGHnxL!=D{*I*+L8`QN;Gv%bK=qPMS406+HW%I~k4bd(h$)o`2c47;)BPHB-KFbM9Hzmb?o=eEY9#R#4zOox_cvFnV#0 zZR5s`nr(^35Z?duyFc0B(a7sR}QcK!PGrlsC| z4(+cG8XNQEU;M!&EiK(vbd_~sZd(2L@#B$Sl*tP+GMA{TR-JnL-xmCC`P6W0WNfU+ zj}rUVJ;{$BCt@M8pFbCgGEUde2*fWY=_DPZP|VECCPzE?@qKiZxcyhx?7up)Gs>96 z;O=XPyHswYlPAkRe?B2sDY|9fM>p(74x8 z(?f?Bij#L^FL3C%^X$+3zhChx78a#%2UAbx+FYA^sNi9s_j4@*fH7Q}yrZg?7HhoE z;y%i$zk^MySXk)CI*#rl0m68l`p}1!N1}v|jE!}v?6z%Ok!hSKGA3*GW9fMFySHz( zoBKZA->ca)*58msJFTB-te;jw-d9tA`tV=U^+k8vx2zlOC}nswpJ-rXW7D{_)LBj! zV1L@mDtb^rFt10)S&#uY0ZxwzZQ{pxu?CI%w>E9pgl-b$o4xg@{KLhUXb)cm@&&|#8 zn!7SN+`699+20?m=r#M6@9x8g;k~_Q21+L1NPZrzGbC;3R@#LIMPw#YlN z`>%?J^X(6;iQupN^ojN7hr2=7uF>e~>Yh4%+AlkM*UO@!_03uu8mngi{$|*}fB(JM zSb?ou>0)AHD3l8qF4%RHnDxb;4xwMob*is6#;KKG-gWc(&Z^Tn?yOPdYbbH!LIRDt zdFPvy?d*1z%>OwuU>|fdEUasEGy*9lQ6*@N=HJg5h7xgdmzhdRO6tFT3o_byXt*U$ z(z0U3o0^)WE5j|Zp4{ZD@N8qB_%x=fYJFT!Z=JlnJmu1!J7njS>Tn9lADy&nBnaxC z6doLR>YwQIWO>OSy>v%MQEFBd5NVR_`TzV$$^XMg#*!TOXQ!B0t^e8!V=Rj0U`-N}MIGu&?@PaR% zKHd4+b)1%@f#b*5h!{NGt|3eB8yC0nwcEtXw6wIhb#;L`Ig+XZI$eVw*{sUnt(TqK zPG>{el(opEe{;nSgzDQd9#U%(1rqHO)>HB=w93D$Z)lAFdwF%oHZ~od<)R}(+rsTm zQ}!g1F;*{=Lb;Tl#_Fu%?IkEMT&X2amXGE0*ZS3z*;jJ++RJI_V()dAN{mF?v7A(iAkFBZIl23l6P_3HCk09 z#w`E#=^VES5X1YuIYlj->>9R=#Y*|o>i?WfOJjmHS(iVEX4fP;TeRtNI0U?@#|J%M z-e*o)6%>beHPq-y7RFOj#yXF2b;qC4^s(s|N__5%gO06cAuIFf_)jLh`9{w7A>8gE zskQZD%T@hFSbm^+h)vU^WJfO3)1x1xC)ssk%9cNpcKO9A|E+#`S;TO=Ua6{Ti~kcj z4!p#U!@Me^ezzocE%mOpr3ed%gf63i+mA96riYT4<2-Jcj~!99UJhs-niu;fHOG$d zvqf9aGYeu-->ciMDz20HD;b%wmqTa6@(H-j5NIxt*hq3X9-Ai6+zo+OSXk)SVIC5! z@!56%R{Un7)~?C-9HCVj$BtR|3khVB>Z+=^w3b|#g&&^j?sG7}7y*}a{s>d*Cy89s~K?8U*xDf4jfD89lvHb0>K=|;(m@}F+E znjcpuJ9L|Yx_2VEFC-_$<^Rzt@p*-RW^HHG{q=+_{%%q}1rntWo2WQot$Ks61#Gj} z9`{d-8SgKWNnOd*+J?S*(T4Ou#Xrrg;R zXin+3KYLSimVfXJ7FR_6N4K~y*$j>sGLy6iGH?8pEIPqCbX=qAo0urRj*XLj`Saw+ z;W@9rGXg>F_m}!j8?-J9<1Ka7T9q9P!nwDMXN~WXHvEr=(~`tyICYaXS?rmMS8J7& z)$yj?WBX^iwd*e4DR}vRW3*=}j%vC;`ucrE9q$h1+oDx?fk_(b7uqV=vlf>HHQi^} zBO_*4sLNces=8!JJx7@a#>x^7CxI>YQ4dXW9+t*dYO)W=YwupetrnaUCRP}xRSL|u&VYM$$ zQ&&HUU1`kg{^72KghmIxcNsBj%Hzxxo|bf3H`!3vlC8bqeG?0!;U?b{gKf~*|>-?DvsYMB+kqGxb|N>JjV zFdh^t_3JBH)^c+P1CP>1ko@-37CCHeDPwO|s83Sl*as|f@+&Ei^oilt0u;QgKaNZD z6Ra)y_MxcC1e!d1_Dt4iQQqcbY(SEFL^mKw{pZi04^)xE5Sky@p39%v?z!M5?B23L zRDSp*A9=*V9l6pa!otGbik`9t&rCyBuNOb{_324XzV&O@`r>nMZc^Yed}dnyHPgg# zqVL$u%uHwRyIc46UwsxRx=lbpWI_@z`JC$61Fn}0mZ$Oz>WHF)It?~hTw-3EXSnUiv)-XcIoBaA&i2#^C} z|K4s)U)|MJmQvQ*YBJ)|cfKjTys3#Z%e=TEgk#%{Bzde+W=*|l1U4dd?ER2T$>2+u z0d`6mzO~C+U0r?S{wvIPB`gAqiagj14k30HNWeMwb0SG;X{~>%B#=1I&BN0-S6J7X z;WsxuN=LzWq+BXJGl%}-_TZ=XcJr>OH*Zt{#|^`n07_qQ;Pl$BDW?4Q@ZlOOE31QZ zf&%Z4oIfvuP5aaK>BIy5|6*gAIx8(W)@ckhCvAhltYIO;UwxkeX(bzx~69Rzk6T5ehm%{ ztwaaKIda#oASY+X`{xMn7vamP)ckDkqZ^S!hEHy|SNQ8bnj}>r%JTY;op@$@7Bc#Rz6d08FJi>q3Rs?oD-{gKPDrz%(2>x%EUGuI0 zdtt4I%#j-Ysj1t;zWjIV)^!A`iXeN!vHN>?He3(BvHp4%6Z*jVXJ-55J*Jp%2_K8P z_^Gb0x}d{56c7mE{p!sE1CUp$U_J7>&bO!XA_EhXHpduQSoGak)^C~r^FcyHB34ti zCFLlC1wTLk3){~t?OR@y^ZU%xP>hP*^IYynL`1YnqHnxjSh(+wxY-SyK+7^;nsd$B zTds_>F{0x-8Y7jG%D)mp9%9HtvS9MbybIqB0eRWf-qT6$X@7Nj^|fo)X3(pIx|j-x z7+cHDR997P*|Uc$Cnv{stdoY)*^s2(Xz%Fg=v4D1%Yq+&S+#0a*~G6;ITyZ(_xJao znw=bwb)VcmIXQV_))GK5`W$odA4EJrU;?^~f#% z7uaws_(sszXM;Qa(Vgdo=RSX4@#^w#f3ZNU%DU5}KHV?)o_iKWo>pmLk^{ZqlkxGz znI6_SMK7LTbq_d(WHu*8rD1t+A{#d%bu$E%V*2=Zh0t@$5whe;nb`}ac1 zY^Gisdv!RUXzp-(vBy1mH>v6fepUtshQFc00-4K|((iMAy(m}c_=mK+%*8@wpOltv zniXB?dJ^wlkz-Z!$FAVaJ9f0KT4{>*c6Pmfqu(ri!f<>^YF*pJ9+|)W^EU$PBFCsm zLqpInG>^t*u~am$z1!;S*`R~hS8kD#Vh3UHF4s&~m;KG@9Ni_w;@4t=f-4wUH@$fu zEsD1EQI|R*ak;cH9^zHW^1mOpr8+P3W_}(sw|nSGFdXmiN<_qa&mJBtu_*BjaqOus z@95xv`0%0Mw3ez62esA;96aaTAAKoT(mx~b+9@yT$@H49U%9p(x><%Gx~AYUwcRdh zM5bhVw4)}&Fl#NSi~4%)!hGyJs^7Wx*ZaDAdYU{}sOmLRk*ZFDtx5mK_iR0HAMExt z__RtcezL0GMC$1MJuC>q%E^Jx4S5#~3l|2>doEnO7~WMGBx+Xx3PUeVmmXi{pO=@{ zlE{&OE7JOjt)OJn^1wDq}}iz{NVr)VmIK>?69Ci&-b zB^GPh~CB^0G=Vefy z+S^Ea6+rb}O&@8CINB>}>io$MF!xZuen;}h1j9t-eQdL>hJb0&f?~VCU9T8d=QdnI<6R@$ptH-vSEZ#TOuz$rXlShu6 z3I_+HPxUw5{FY^rgiN8Kq2XIxtPr?{k8o4+u49yjhKA-+A0_fHt5=5#WM<%*K+Xjo zs%BwfQ8O^O)4AY%9$eMSOI@_eDk_rBeMbZA35#L-Sr~8sNGo2ECo3)0Yi_u}sL)C1 z>C>mXJZCPw_F3Ar|H{yTxv620iw9j@UElIqoj-pA`Q^R6LsNQm?WfZDKdWi!=(>i7 zS+E3PRo1k(x4(29Ppmy#xwJT~gpW}C^lh^eBO@d576Us62X;9We90rMsmAf+)%dJk zXWp(IYA@!+S)X;`N7T%RADwP6h z8L4smoL7n(KJ$O@fUhoYAKi%)Cn#k%H%QmNc5}YTElG>Vt#67BQ;8PQ*Bx9pEpy@P zqa%04n~SbWP|Ci4-vB6DQRw`u{_!zhN*PGl>~jqQ{(*rNz(Ogr7RBxXIGWugbAwCr zo*!2){Pf_#{;Q`!{E7TExihYJ7KMQJ(L%!dnQZro={mI2hBp!na|NHodH-!PWSTB2 zEG#c8qfpiYWC8)xQn0Zi3iM4sewej*e|~(d|3}eYJ3G5aPo4xJkP;m_N?v*|ygFJs zGBVP*L6()3)z%{F^R0r@V%jdjdJGr)lD+z*R{2^ zb^iMG#Aykoyau>)48Ymy{p}r0N>@?QucH#kq)XgiCYVx$C;!}0Ye{kX`JUq2THufb z-1RSi7^`Jo>K%sM{s;&3(xpojO3d1QV7$l^pcJL*rZA0klt%n0y4o|=RY{tJ!Eaft zlty1(KEALmDuEhv|4pX7{WtNeAwh+KoELDcsRo%m59Qtbq|er!>L~Fds|==jmrX7A zPP13*zOB3nPL)SL@-D2$ zsq7jY6v-X^`}^Cf)vHPJNSV9swdfxOD2*MBQ}E#8lXE#xaPi03(0A$ih3O7ir`}b^ z;}tWfYUj{GP$+x$>~WeC%)090vip_GfIzMUs6#MXRkyZjowBsNwuVpc5z?EJ*O#X! zIqr&^MJ;aR=VzsWr>3RYwdS)RhrD$9dBgbck;UzjwvEZ2t@^3j2QwEx5Uv(oe|Uo7 zCKZQ66CUHY}(R97eB3oc!`0xB%Wv^CCm)3T`M&#|C2AReIY+Da$6h!dt=RyvxYR<7jT1YVHKt`tcqB(dse5+Oi zJ85#UN@7 z)L3=D2{{KU`hDIuA)&5!x3*>H=il*A(D0(Rz^TksBE!T5gz_$rDLW99r$AAUO-}l! zrR_k_U)$&0*NM(m;uh{qSG*r8 zdNEN_b&>*&BOa`yq5+)^RRnt!^dEa5$GKHKTotV>^q~Npr_G9ro5sh-SFKr7jVycS zSwrn7Y&luBjdCulSU1W4SIDVrsm1sgp$N#F9LnwH?vCPmY@p?jQ&$B&2w<1NFNe2I zKVO3upfTkL8xN0&g7qwrxhz^kQ!_K2C&&40O^zx0#J_Tzcs!Y_-cUOO32h5ksN>v} zeIaLbbVH7n`poR?Y3L|qpI;XjM@B~nKxB9XI>L3lJD}~?4-||u-dC<(t%=;KUjM@O z#8dNPo`VMurkWSa`Lg=xk#1!iq4Qy*^WQ;zk`+iXH89}9hmm8k)AZ$9G`2+fy7=Q& z%Gf%)#+}PYO`}y=f+FvJKkS3nQjwN~io<{f?_a+9wPy{ms{%0D);FT7ASSV)G1|(kRTeeER@I# zqaRZF^iW~KerdR%BN3pg|9kE>gQrH<5SW%odWeygEd>q{$n>X?Ai<tk@}NKBY>SW(y`-dM^GnCAdmP$t2C?#M8m1aVpQ$#wwdE|3 z(!E`lw0rDZ{DDtS<4Ek({Td0q}4Z7_scP%vZBU(aBuYSF9f!gyr-pm@|h*#9J_ z=D}US9%XfP2B^(C>BVOb$(4S-h4&2u_0)|XG>S1Ds+H8R;=(?OD3haNM%kM?uJFf) zAOA;fG(@(d>$Le992q0F6wsWn>lWCqdm5qE*jnbP`6r+h(b{Mq)yluac)-YsHwG0< zvmm7EG-v`f_Y3zUetx?vaJDWka`gsmgzLXQLZCX6voi6GnhOTNI0U6sg{~j3;rDqv zytG@jrKKf(zDPgsyuJ(Q6Qq`VQr1kqOMcP*>7U{Sup}!eg&rToP4bWOJQX4hD|*5n ziUtPJDN+p z_S@OpclGw({$&KDrjnu=z00v%bs!($lO$s%I0-MPj00t9Wp%y$I)fDw3C@-{AQYXF zk`fUbg@spM9ceolw1#gjAD@`?75s(bX=M5vI{B_Wdk#(XeFVzS%>D{Y)dl1YAz$Tz z+-3AnmwMl_nU;8NKyhr`Y!4+9bp|RF6OIjmFO1~c zW@bMHj-t?$7IF85ugoh~t|Vmv1RJ5jcACF7dOQq-yvwSZ8G>wOb@fUJwKa$*Ha8o^F;JTAe*XpQ|U=IH47FS2lQas~vfUQcoi zUXygC;ua-0KPk>Jmo6<99i79|ksb*+>_qxQ#C{jR6G03Pr3-=Rlda1A=w+`A-D@jO zG&42rgmRBMuvu1?8^66D$T0{=>MTeZy$!FB_+!d0oovW z=8;5*!vp^w?X5UGG(_wGh!F(wmoik+Fe1hyyQZ2I?Li65w*J7CGAnREP<-&#VA_GH zsVR!$yc4);&cHoE=8VtUO`mU{QxFmpJH{ifd*TF??Bwwl&7$iJtOQAuH0{KYz= zH0kVkL#1|J{6MPeDu=o>Q!SC+kV6&YE$1dR)hSJ6JRU3sLx0l z`(w6-kVdx5)R=y84{|Nz;h6_t9wyw?;1!}WKZlq80#v>{k|>~?rYjWltt6RR92#|@ zROLFodHH9z%Eh8^jTL5mf$h)xd+NU+66ITu#mVZlh|9_vjksRDIxQc;!o>7`;^q7z zJv}|A(GtqiSn1LNE22RiJ_r)H_^s2m_at2x=L=2e&VG7mIW_d1bkOI&K4kl`jn) zOjmT#=e3hztysm(Oa&VGH8nL>e|q2be@Wv&(jocJ?N6`gTuY7>1Cr@BFFOPs$T#g* zcRD*eX)QX?@*Qba@|;0JRiuEoS`AUz8(FgR{jER@K%Kay9kUJdZs*<9?gx9?Ltp#SzFsiI)*i>@cQIj9W{6P{gtXcK00`v>1kDYISqP6rfFg@f*~mge_UGs z{QMvZtV_x)h^<{RGF4y!axVUm8*0g04g84S;PADcKDDOlcW)!NI*zpMd-?KZ85nK~ z0nqcKK1(XdaL40hX{@YzXlwNU77|c6zp$W#h)2?|z!RYtuRvMMfp^UG`Vt4DDx7jO!G+Bvy+pFAgPtqzIke{>;Ai!>4boi3WhSCQc(<&7e zl|1hPJW3GKc{f^WHFywHT7T8X5ZQ(T37}*Fo_};Fl(^3FCDQ#2h8xTM*ZuUx$*96)dP%vCowED> zTuu0l&DpcWQ3VR|4Yq7`Tp_)l#|RD4e83PYo0`VeHWU5`GAk+CwfFaG6*8F7E;Dgr ziNo;c7=Nn|dJtf)sGb&>U^o|Z|9%oq4G2U!Cub~d04gWclYX3EN&UM8;DolvF~$K! zQaWMKlWNTXpNsagvR->ZdJ{pAqyg|Z@2qs5X)?6fv5|09$SKwM{h!Kk(NvqA7#bdK z0Nt2UjZ{Fo!a!DjacMeZ#KleCy=$^8N~=*`GOvhj*|LS=3&J{PSW!{Y37p~DqabyE zKGf1rn^pV=D&UOYwy`dmSXsx!iYYgppM}H(M_f{8&u-g$1^pil<=wk?nqeloR9A>? zNaI@f2Nwpd1PmR7=@E(JaPC10KKe=wEs@96P&v@-vxZB;yWh4Gaw` zU?rdeP%mKdCZcbFja_H!Mehb`m9qV{jUIb-Vp3Am;C^Xo4wHPlg9x6ko}Q#h$5*dj z@p$m*d&QsobRAGwV9OR7F#J+;$hoWs3O_F$ksAKD0x(IW5|W(cc zREg}%WZA$8m}_VL{o4Z33`m#2=yT_`W8=H}`%@!3J%(FkOpC4@>rzDK%JXwjR;DEh z8k!VzublrlMI1)j3WFmeYSvqLUPB5yQgGzB7Fr`Q_y>YOS0t&0a)GjAI&_o!TFQ~T ziQWsdgc`c>^y_O^cXwr|8Gzs1(l*S*Sld}yyM&g8h5}2QPKLuf+d7p%W}Wl}0Eclj zE-G+&qV3ncP&_=ydA@nSa^JUWo1RcHs3Gg{93#mDnQL9Fl@jQjep_Z`P%e*@iy z4I9Yu0-OzyFun##&Jut!yP%+kko&n>P9I$^UKG!_`%Vk?l$)2A2p`S)_Pl8IvH_e0 z(sDP0ji^NS8=wE@OmIBVwhYLb0O4b?kCX$LD38AW>OibOAS3UQ;59czpRaY~hzdF( z_))j+v?zJ4Eh;CPI5;PWXvF^<05c|#>*L9rdFiAAAz?j2r~cAwZV#}U886^XQuPzP9e_oyOl(NUxH|0(tg>z(fUOrN7D{C(S( z(c|XkuU)U!RAmdu?iS+LttzmfdxluAUL0VhmJKAFxfZWdjSWsp)uB6VEYM5du(dz5Zs_# z;-2GM=nSJy{+K=y6&(gW zB>L=q5EEb*H?M1if?Hqcd=_!fg1-jBm|I;v+l-c!FhpNcb?5*Aq95|i=Rkv?yqz0A zl3(gEecU-9y+0$X1etuJl$6w1ch%~rW<^}6KlGG5KMSljjF{KT_agHkNrE?h1I~H8 zl2s{H-^X0fE1rM^5UQl%x-!~Mh^d3W|23zbcrrFMZ1S?O@ZG{R;q}NHLra#~<1LvxD+eCY(?^5CNgzs_+l0--Z{81K>87kuGSlw{ z_(Y`;CDwS)e@=xaKhJ5xL`w=I&Nisbik22*%OVn#Q%#+#xGP+ElAUZuAv(g#~buvO!}iw@ScS4 z!qQhDIS@GEGSYUk-d*u88eNK8$Mb<c{;P=5bOR1ja<7#=Z&>Ka{@*ns1(wiAhgq z`SoUq5ilmKwp*%NZ?RcabTzukt&j>)0|NuQfigh%9|D}9&ys=79$A{O>)!u9q?!sP%9dc2RvJU{Z-Tn0QMj$1l@39t0~;-Ob8-1a2;Pp zN(DR9>xi?)f7#CS)x!O{V%Rb5!xr~8&+b4Aaya^X=D_DCJ@pAHL>vaHyGE_~^=m;X z1>d+q_?2;#mL2kYN?QpvMO-fb!WEo)HQu~=^9Up_6zj;}8M-N&-21OQtGdg`b z(d9nC5sc`9KMG(~Vdj%thuYIfwM*bvw#dkE#(Pa|KqeG0yjxUMRNHL|Y^4fVX;T-6 z{Cd0$$d!1|pcImhmGDS?t~o}`2ky;P2@49I0@qJbtnH>d;OhEvatW?~^FFy2Mh@Xl zMAW&abWZdrFuoAmGl1~Q#jK0ZFG>gqjclbtdy0fSlfREME>)lEliM~$dJj)b5@ z1MN9rG(?LKb16!ph(6+nN4`1$M%Zy-_HrSS%B4oPs*Q3S$otja(!yg^eX|^T1QX0> zz`lt%053iNNv+u=zlwu{gMj4|gX4Gfmb0oaOr7rrKRRkjjXBqd_yt)6n(GqBHCc7U zF_;QIQa%uw1S)z?eB2A4jMKv>FZ-_UPXZsn$?YjLegD|eqa+ploN8@ueoNn>RcYen z^xWlsSXkK6F@2DoYOmHd0XAe?)vO5^R$NnprU}{O_R7~dL6yMfuzJFyLGsfc zyzQztfeRK!9MQrCv3Px4>c;!>iq(QL&VIKy9Ze8;p6eje% zckbKo{D`dyCR#R@0LNZ@#OcO^qN4pkc{&?&bfZ6Qp!!?%ZW5E@v$Tlvj{zo* z|IlR>=)L=qv_=Yao5Zij> z*JYM^*_&T@hbAy@Ci}EB_zccFnVDj$0&HY%YtL@I*}o${OlDt&stTy8sd2ioP(zpJ zaV8S$-3N@1U&TsKMs-F-MV%>O#?QdqN=Bf_RM#eX*GFTrhg-3mTeodfx4aLmZ`N|W zq5BAA>mZbK5yNLUnK(tt8XJlJM%0LB7Nz2!r+Ts<_s7Grc`f2EP646CK-I0`<>keP zm*a=My}jY`jH<8#2^)y2T3J`OMovx+>o1a($h&@h5L%bA_V!H}wIP~D(xEVT+|J3n zPik~YB4ZJPk!SZg3dXQd4~T~XMk0ONq1OoL&AWE31pHM5Rp_AAT`l%knG(yER%YFbAf-Mp*Py(((*McFBJFR=I->*Z%$cn?^Ur?|Y z-Wa0z5+m@tC?TTtfy>zGd^0kV&3mScA>eOoOAFTw>B1duZrsNXQJ&zebc4(rARwu< zDbi|=&yqKhDErWjS5s!zu7h)b9Po~|=ARz0+8Tbvn@F;W&cEumTa?H@GcEK31x>Or zVF=+(kZ`WW!OsRhcwzUQ9clF-dIv5E^P52PTS2{Zis)$c62j51@zV!qEcs5^dun4qjr zJf3>pk_B*wlO1iFC8FQ44Xt4fhW7{yLyM58zF_+y%IqAkZ>2J;biS(eMMy@8#niM7Gt7|EX@A3 zw6+cakVpg(AXTFXs0F*s0kHllt&n^oBO|Yop`@{)UNMN~=xzW3GipZ%@p6P%UT%61 z_T2*k^$3U_7|(Y(my&t`8BkQ=BDgScDZTkY{{EXcZ>A6_K33*Jax0vVtYGzA1{&#M z!@j%dT?h6CIgywo4n=Ir9IU+iJTEUGGc&W|gc&4=8%QEBm$RXo;ou{4SA&CFH`Rn~ zA{Yv_h-|$t>*xcbTaaEIJhX1^_zk#?E09D0^$Cl_%=~Amrvu?aLUwR;p`!GM9sl+MaM7Kh94WbE+!GAoI4e;PG}$%9VH6P zEG(<-JYW#OBEklCk_TSR(Ffo@DHH(Jlq+I{JwZ>`Q0lXU87GQeb2be@sZwWxTdZi) zOSRAe^n(5AvZDdj7ANbdoaU(SHgb*C=LPNNtN8)Bxzb4cJEzUX8L4diipN0c-E|+P z-@fAzsREWjC3d+i<7|BaMFaLR(Jm|Ez5e$nWpi$!a*qrVCul`jh*>r_@q$+q zZ2al(p&YMdRm(le4zzy&hU&HK?0)D%*(sOc_>u?Zjm}2j^(NjNY<$Sr*d@XYkZDtx zG!S(U9FCzIX39E3PazaZX}<;JJ}@*OKE&XLe{8`2o|sKwZNi)~bK6TtI-C!6993(s zdz#0NRUsWVz?cybZ-Skrr_95R0gn2MQRe&q=5=~dNnn`Djf~(|I^^#DsxkK-yVgVb za%2OYQg5#pNI7LwB%dLFb`1)rtk4=34XU`M%Ji5Fm%H_OWtR{0Gwwsw}e z!hlQ(IGQRy`qjIoE?QC@$&AUn1I(YbA5|Mby>Hasak6a?EbF=N&xOFw$BgE{utSg{ zi2hLQ3^9dbBXO`5$SM_1p@nKLbl!%B*dHt89~4AK0izR6v@nze6+rUd@FQrefYK(O zsyyhtk4aPnJF&9@`-|{r-9UkT_hl55s_0Cydpr==W7=+Ta$59Ad|yPz#$u2jhXhpt zxe$8_V_C4v!88OH!Q{8{Jtq3X-j`p+cfEc0F7n|;i?#Y^gY;9tBA^?ZS)3asgg=Id zZIgvDrAmZb%$7n4FLEgg3uB?BrA)BWL--=3L~=Os>5;*3H6auDwU zCm16K$1Tr@h3-&^N1zH}?*m9Z4MKQqV&cQqpO)LUZNus7gnJ7Lw;YmE;O*P%VDL=> z7$yd&Hc8kBt{d$%n32ee>6|}<=B2aj8X0`?o*meR46621QI9YK2jKF@Y6ORbTuVsU zf)gJ7t6NRz0lX1tixTkF=)JlSFEy-6^Az+z@Lp-jUC*lfb&1M0MCz7LgJf-f?IsO? zPfBQXjYu$J1LW7_VAE=BUIm!wXyb;Hgu@{oTJoXI%|@6>=>na8>GEZwAMJv=5O&jq zn~EGUCP~J1^tyiiV#qPNi47p;-VU#6KB9es1g4G1gg=H@Sgz|&Ku8rH5t7^J>QIZPKm6!4SAbW^vs(uF79SMtYSSg9rDz)11XB8wCB71@}Yj|{! z4$$Jz&m2*`R9~RDN;tvXFRVXCR9)y5#N$jLCA!kjZ)K^*80>ZcPInhLWQwAHH|lv8 zs>)j=tNp@YU?@1o#R8c!O7PPXlVy8}S17iXn9r_UxiSL)3xOl+k3x{p6EV>V_4Suq zM2|F0A4c^?f+uE1RNFqcPqtfZu3j;s>|R?+t9%FEQ`kan23 zz0ULnj|(WM&!WkQ);5G>o7>J}G zi1Ztwj@;c``fZTRsnfiD#y&JSc;m|#J=jJK9uEUVU&0tXNYb63F8Cg~0pQ+^Es&bN ztA7Yw5(@JQ*u_$go1oRGhWm)v<6eL#_~FE<`_n55#y9*UA%|w5hNl!bH{J#!p*!%f zU}uz_;opcgvD7)(C=s__@D%R(6U6Ubc7s#2v!{n-fO17?U)K1;Fl7^S zeeD!f(179V*RQkj^GD#>->&#hHA#azkGwU}!T*j>oyZEz{EDWJ<3UJb1fcw^d^B!o zV9GI?%D+H}Y4FB6nZ`2Y+6t*TK!V8s{`>D&w<*J#jbvtsaFMW%aLO*CvB7A00J^5$ zxea`4*HQo(Q&Us@_}A%q#1j`Mj5Nd-4n1p*HY@YvZ?8mH@K=*NEFis90{mD{nZXu7}79M)PwBvY5MBHnASQ< z8Cb(H5OSx$kb(syB`y-vT>kzmP<6?uyU+YM198!We;B=T2=X)`LrQv{!H`cZ`lNM& z9F+Sf`wcQD(H;jr!O)|Eu7RSlbQQE*V@D>6YI#M4^6X042jw2qSe!zJzU*-M_yQ#uj9|GQ@ZTXk)_4NDT{>pGcjn z^5%I2k|(8g=gytPEk+dczJ0Hs7rF&0i0Gz=sjE~``NAx zHD9Z(JxcDm;3*2qex+$3gEbS1``^r7$%lh7R^OL;c@5WId>oQ+cXtXVK^j|A$Yl#Z zPZ)AW?)1OhSw{1ws;UbLFTBO7uoaLSQ7{{4+*N#iqUb?nTAJ-Ous@~W5m}bdY?xYc zLCV_|9hlMvkM`lkcg!J7E-}#4AHMEjPQ)S<9-?g%sTyPgdXzBqfv4agMjQONO%iGH z0Jewd%=5Fqv&dv9NK8^<-#sXChiXLe&B}5pxxD=dyP^<+7Y&G=-I)qQ^db!}9jyks z&wv9t2)`o9Aow2j6h|_A1&Jd8mVY?6M6(x=`y9u+)n3Bk^!4kWj(ikk6*Ti*Lqn#g zO3|AO4lff_kS(mw43k=u;!)vF~dAJB%_=%}_1Ku8g=P-e?rL1b6|dNT6ZQ1+Tugm)E(Cg%DDW)C!}Md5Qo;V`1x?v}B5UKuSc z5{q%0^|~T-ui#=2&N?4_5_Ex<%1S8`YAii1g1^vRnk||F)>3SQJ(Zi8dlyVN%irQ= zxjf>o+CrUtq23=rEI7%_1NDmK%OhIBFE)@*Y)~ijdS%_8CCEf^@E@uz2iFC_5qp5a zL`6eN94r-Eq&%si0_PmSY3<2l9<%arerdE}*Q9O?oc)5$t*w=B-mD~ z-h5S*b6?@;nc}xk1Pc&cR#pacm0q$*8$A?7 zPKMo!osQSE?z?w!C7uDc)$;_i=Zk*z5pMkH?4B9=L5P zMY<$zaZoOr5gRsb3I`~v0DA(AMnkb{dBF(bRt14-TyQZ{PYL`E4Fv>T8GZr;R$Z>W zyStp6OFx+?PQ>!|H)X6RR2oX<#(hpJU~vk-y+(}@2P0t{s8c@wAMz_m6$%BC%+B`H z8bSnY>h+!T=%-hF+CG2MEUDrSxul@#u+)c^+_PG?sT5xz`y}Ye#50bBb{&xOEngAL zZA9g1E^y$-WLz}QC=l>W-+hNiVEoW(C86n{_~OMAFjYYQop9JGvn{}+co7zqMP!>_ zyd`%*P2$l3@kiHm@NrU?*1BVeGiyM(zEV{LmYcvGSj^p7Ezsn6Az0n z|6YmTPiYAZ2%w>$t_x2TelGU7D!Xr=CA>?T558uGFN1{@^z=ZvD-mEpKr19TFe`M% z+WOrKEiJ8@M72=tAp?xs%FxUqad0cR?}p%@pIY)kcUaGffI6L+&C%H1j8L4EVZhYmk-#@m>fu>0^nzX`W$!-;c9p_^Jaq9ksAdR*j(xQo z%4-&kzzbrm#}Bm2X-vdqzj*Nm<_2<{W3G_NSfqJ!PZ)+^$ejehspK{KAr}E!5~ZB z)z?0Y{}?FR1sBZ_(g{7RzpXI0(~4YfLgu2d zt+W(ED}j!}xMc;D0rHq+?5F~mMmt55Go}ZFCO0v}avBi5@j{aRaM8}M$EzZU-BE8) zl1!wgM0JAz1^OeS1Z1XSD~3dI3zTnY=xR{SEAZCy=tG@qphaP$pqc6SSsa9`2OfP2 z1JW3d0?@1NT!<60XCpK)?=! zo`EY+845dBQE<Zc6ywEUAuNsC_7I+SM9p|{QZ;} z*M%qD)Z2YhqTu?ZY_~Y>&)*ueb;w5KH7}3!q;8rpV+k%u`2eFC(Ft%a&S4sUaehLp z{Cd`zgr^vzEHv3HBrN>?1)DKOFiGe6)F?;UW)2P%8VabS`nNCBW0iaq;YM^sj*0mN zhbD3SRvDcv#|kyZNqK}h;QF?&Sr!pQ9ImUY!?xZMw|>YUsd0O>6dIgo1n%efh{AIkQNgeC?_@^g{07D5ZKAm<7F_YHk5hn?RK-5f(^yWHe<^CC@umx^S7^AeZ##z8*x`szN3bK zGQb|abH0-cg9nkB;CjJeFJ1zT1U;nS0Ptt0!PQWFA#-j)OGE65`yZp6Was2WwqMaW z4KfRJG8D?dQaHDy@~lTb`UoQERC9epST;Bp{QDN|^ut;|tq{1=)Q(IdY`zuw-P` z1+DQ!ah;(c`;Pew@&CbqMneJK|J;n5-cmyHgUo#kb_xt93{Bq#%>ka6j`II_(>dPl z=tSp!Ek54j8fm)8;HT=LLlu}so}lOQOOMD*21V0fpFoGZ9B&lemO2vsDMo64j|n$e zihBwkdrB~-LL7~-=sEd(+)AwER79&W2S+kHu2gY*CVFcZv*Z#+$Z1Ka#|eyFq47a;&2vL(jM$>1au^;A6zH#6Q_-^eYBUdzuM9K7AZ znAa0WJ``G8y35V_3>xnt;_ZRD2IL%o3ZDc|8xL=2aOzIn{IQy%_4&Eu@X5!MXVI2m zO;hqhO{!{YRCaP@OlsW{ZHtMGB|4Ss(xL(kX9+ou!NKpP2tT8paoVkRGL<&z54lDN zH%LCplP(bo>-|7O5&x#8noL7R%?9rqmidY6>wMIp-fNW_EIGr3>(6MhrKu(b;<&lO zs10{SMw2_G;M9N17MhSHYGRdnqk>+Yd@3$y8cwULvP40by*d)tHif|?GFML-`*F2{ z^D-{EN{QVQ*iOIA;*^1&RJ--hWepDvjowz*vEr+vo8ZyEjzegLAz3)UWypU8(qL53 zOZYc4^9UK@+~>zE#Dq#I1E-$S3g+!h3yOIe&IvK#K?TFuco1wgWj}uKf#I(vWGily z>2}?YZ%1Jwm*-p>{^v2j@xjfTc9xYA*xT_{OiX^5O3~GgYVm@k4+?z?0B47N@~i)2 z-}3aG%x!<+w`q06!wqBx({(uJTYA6OA(4`SpSu>`Cj~~Nxz?}Ww*D=@g1bKw1rR>E z^{IdGh3?j-SzW0)AVeZBLKtA?*}V!AYJSDPKD+{u1)a(P^+Fv)Vm&6Iz(X>ia%!i= zqYRKNL+S=QY6Qq%U`GZb=Ho(_7yoOmV;n5t&kw@IbjA_trvVHx?+}1-lZ4qVRY1fk zSr-mwojrUawUZao2@!;VC=jkhu10G>dNib`Bv1sd6MZaXG>xd=_$SN{E0KDRtZ0SC z0(s-Qc7&RB`eGHhs*C+!Gw<8nfDJeeCS|nDI$g<6o+P1?l0JmkT%n6FP3_bEifajy zP^gF@|GzD`yckeR8M6kMTnhsuD%zxl4vCoHIXUTpV@cEU_Wk<`l;9laU&muQ?|-X3 zb?DGaGA4klA5v;QY8^P>Yw%I|JTK}2;6KfFmGS~?mF%TX3hYs&Ib_}_OFBZphz}F@ zfT@Wu9q;r8_LzFi3cHN9^I;Nt@XkR*7cS{k$=!gme!VF-(uo%PYUPCMwDM#3M_!E z@M*|wVvBV8vM5a09C90z>->!5;_Pn;C<48_?lcF`qyX8zfsi~lGj2sP?105iay1#% zXsvq^L=!KJf*Y{iHMe)1$i_7r0i_uzIY9u|&^E|*GFZcn@~+yC!+K}GKYFy8DElCj zU?A~FYbkv6o-gi-D)c5n3wL!T6l5}d(wZ*@%04~&D=tJO(`x9^2-63J`xNc~AvSCr z@Cx}Y{QnncZvxI`+jS3LB@Hx}u~4FcN{JHEs0_)FSx7~ws1RjrP@*WMNyf++N-|`M zJ4$H~DYMF)NMz2p_K%+T{@&yLzu*7(I*#Xl?%_9G*L9xf-h1t}*1qWDb1gkvGSQvo zHstqztm0;&7K&-rk#VrwNUVs~R#yPsU@$nv^>r^KL3D*9q!1Fo@2I z&>XD%2gF%YrlpKX-b0lNY_A>-`PLho@R%l#Jtk_HfR|H`Epkix5I5*b_mZk1L?*I1 z$&#`9QBtl#pm~pOGGeMhg6scMjiKe+T$3e7DKu>?q)?{;o|2-D+HgI@WF!#}G9U6% z05n3o1?9~>phLhH=QdvKcL$SjD|Tad2oexxFB+SYl|ey4zrHW}Z`EQ~GS)LSzRSyb zD6hj=xZ1Wxo-%&$)>SqHgOX5(ausbBx2t=u#eE;#R9&v~`OhoEc2UoYC|OPivGM9w zUr!CHZhSsB{Lozp7O}rc3GV@M=^xp@PI3cS*jg$^@|J8(G)e`!E&Uj?u zzbd}Y`Yt(;{Nh2c1cxOcI3*2YY&5*blQqF@B?f|(029u^)o7`LdNdhm<<-xy+qIxg zhGaw2>23zr>v^zamEC>Oq07!z0H`0`-IR}#lZ`&TxIuivR^I|0Yb$3s|s z;Kdbr^zKn_jK@C~LQc5YP8QN)K0;uDf)xebsltA5;W<^8-{1(k6%ktTr4f|?z9*v- zm#*kc6k+($q#L5n_%?nb1GtX?DFw{J<$b4l^04fQF%zI5Br+}qM$iP1 zIqo?cY=BRBTAg4w=0+BIo6rf?=Y+-0wbH`~&*Ko%>VS33b^C5nvd2sH~_yfptMPGDPh>q9{BIvI=xg7L==FL%_Yz zgQ_J+q$GW0hk>S@+*r2-W(0iH^TR=DefZMQw??l=n$4Nm{Ys2HjFo~o#b&UF-~kaP9^Y=#In-q+4y#A_tW6E92d`m*70*V z8YyIS`j1BfREL^o(lF3KM~ny3k<~}*HW3Vo+Q9!%FZ>J85^i!94?w1SJA|v)M#aL% z?)dSDN^)U_G%o2a!g$dUA79_?Xf=}g6Mi?UBW}>L84pp_8!M1b zaxkZ2dA-ULBwXB|{36s)rhQW|&C1HcKFoCCc^Gh4#Y8)5JzG)Ej8a$QfcBjDG83(6 z0hj8ksJNRQ`SCRJ+VTr)*J<+Fp^%%ml z)8Kp9pU_hRw($=dR$M>8J-J==1h;-Gcruh!P*qy_eBWyFlyq_x0^MAU2?cN}Ca@$1 z0$0rpnH$@{KHeEP1W734@#V_$&)`zac@|ojo13ANfR^Lw#Kgp|=R8-xxEOP)1|BMx zN;zw*t$p1CKFgX0VWY})nck&r_wK%~GbmTOVn}4W?hw>Odx7W?1s)Bavv4saB6>y+ znmOda7rfCuq0_J+&+=nDACzZTu3s0i%ScAcJ}veaPV0B*V5Eogf+Bjbd5-tD3{}N) z!KOkuTjDYc5jChcciYv!azT1V2JSdGR5-BDA{4)9zjpXl+uTNgl8e@_=R=Dkz~Eeb z#L_qADMD9eXGRPOh8wQmM@=*t%Vcq=Ib-^ zWJ&@MC3~P%99hUK0cWWDJSzi!5-%R*Dfm~CmFNQ`b`F@}9IJwJjKx|RaCvdyYaVjZ zQQ{7j#BFYo0cc3{Iz-e$)bo**D9n?NeccYt#dsuSSJp3HxNx)VyyZA!PXlcumY-z( zI_!At5jGF`gLVN~j)}NRtPA9R*Ik{?yz6d@eOah;x8tS%u690Cb0r)9!yv=FGy|T% z$+FTz$6>LK=hH|wY=#<~=1I=IHoz6%W)fT#n%1*s1m#sII0 zG58a>Nv!lW8Kge2wh{&>h3r(}#&opljR4to;ZYR;Y&EZNN0*P<ElSLck_w5QkCVAb~BAzwr##%sKEKpdHcraSPS&vx0){ zi=zR#>;pX1ToTE7Hz)|7&I$Yh1emXg;UNEC$@5GlISrCuoD@;Hx6Q#B6o^}DHQ-S8 z?W@?E-UG@@`Yv^#dHwVA!H{R4KJkL{MZ`Ps$TLo~dt;?=ZkP{|^67tR;>5H75IzGb zocg}lZeNiWFdooX?Za(LN>0wlVMa+3B|*p<^iyquw8m*%h3|KWil@YWQw6Z+JM-Elp>EHEZ*a z0^=nfYqGUxqn6%}W>-nbQ~Q?i&Tf0LyU3(o?3rY9=#WvJu=$;cqNYoG^|Vbh?57~R ze!Zr9ywH!{G9(5>>x(u+8*4%dmFb7Rnydk%+-e!12z=jMN5075(RK_5bfio^5&H|l zFJM457|#!(TcR`xXH*``Vo~ApPL1N`tusk~FDzy}fioLFS`pwYpy{r|*Ff?@RZZTz zqhI%)yccyY*^|??eWES-c|+en866u)g-|QeUct-zDnQ*^2PE2uGcs;g5gbY zQEYogUq%2QwGTCyE&3##4WTU?)!l&U!;v?GICl;m35GHU^6VhyFyhnBTdOvY{(yH+ z-US9M+J1CsUboeO@pfCy&NP#4IAjRZpPfkr>kt6ZDv+s3xrNx85AMf--!s6>L5c|J z-D!<{G)`83K=ZHj8|Oa?MY+%2*L3Fi>P(oCL;cWgqCR`0WZ7u%Qfe&^fe+eeM8G0! z9k+u1P0sM|K>KtnR^l@sPT@Z*4}Z`6sq4k^A@@>AMHSzYby&4)!`YP2g}t2IV8=Q- zO4x^-nP@r%oXoV0j6BGQk=22os)E9DREYnedqX5fAn-u`|7Pz(n5{}Xmf<+CHc5ze^2}3(! z4cDz{WuC`{3zNt&62$eE@fk3(n(0!N z3Etg)>}B#PJFwWlYYBt^*k!;?UbgT4Z8vcy1|Y!fc^^^8@%_|ZMSY|FX_v_CdXzm| zremy&A}mRPs$CtpvE1Mc=qyyKQ>oGLTWF)3e62*X_VFy(P}aKqnugvlX)vXb+c99V zEhXwZ{ri;=Jnh|xwLn3LihgeH#lszB0tzz2C4?!u8)%4~@l}naB~*+1KuVeYd?PWBNXU?5_4&`Y+RG!3L0~e3% z9dXx|e&3JN{phh{r{Nkw6E{G=!Uq?nsQxb+`a}@$M>Aj~4%IothjLXGwZR+xq9d2&Xr7?vNWHXfR77aOW z25JCAeLMqWF;0a9S#8%pWv*|h^i*)`v@2@5Z^mJSW1)bmF(9|VekPFu4U`_PKTqwN zd|6w0)+n(-+lg4o4CO~H`w=kNZEbC7fDhh(9w#9-3=zcApMaNo24E~*^kU$K^n(xZWo+D2n zv%vbN9ohMSqo|+W1$1l~1D$T%WP_hzgIdZuqmsrH~Gk!+A zMG7OWnb}*io;=rd)+`O-dA7?z0qHU19e!vNG`Dh`nkWsX!5Z@5J=$V55xa!@e{^4b z)4OW{)D#6ckUGI~Vq=gHlMBfA>Zd#aO%+kxjdMwR^9$5KRgFisrE6BGu& zuVHf0wI@W9{FR|uCaNuXSq!!5a-sjC;ZQqa+0uT;W5&W`V;$kng(Aqa$?=OiK|qAM zT--K-X0i&rk%`#JgdKtMSBbtISvNtGTVGcf+WG0fHKF^D!Fm!`1gSL?^-Hq~)`5zR z?2;@YH6QL%d{($(s(FaJgNbRFN#&R5tfj4QefF-&rdNO1m?Cu70NL3>+gf9-GS_TcW&P{17<_q z_}3Y0U?YFr^vk%t5Q8GaQiRl^N@2;8D4-0TX6H3$li_n2)Z2mpY|yLm26N%cZ#V{) zZ7G|;P)~XyXI;M4v;RUGy5f8H6Ichy*k#mn%0Mef+5>>#YFy85d@sx7%YsPGC?+-K^AwsSG2eTcS(ZG4}EW z*f18gU)$rjqSSp(7uaiT(6Lgx6bR~8l;sP!eMmV8we&=Q4$ts|G-1zhxjcNiPO!U< zsp&$K$|1`~Cv*mR{P#X{#2!NU%m;&-d_yOft-w~CgRKaXQ?nQFjyV2_o~^yG%Gq{j z|G&%`$w_n}#4q5=5tc~8Xe%Sdn&=}LnQ6}3M*0bq#yBrds)3#`H6ex3qM)uaoz{zM3ZZPH1>a7 zj^pJtKyTH={6Duu?jqga`1Y%)w9C*PC8Z~>Lz6CN64M9(Iq}iWcLl*CMurYqNQbGa zgRV3(^egxIM{jdv6BB199ywNKGPkEmF{!Q%dI1#C7{hAFAT(^_rQk=7zX&cdhLQx5j+&tJ- zsTIoJ>w$dg_^Z`5p_d$0K$ow8-k}{s_Cy`Jloh zebSRr9g2a^Oej*~<6%odqCwYgchkbThR4c8rucgoKvD1v1|I6%>yQWll=+H$ z=Xm*Mq4meNRoq`d^UfAHzY?DE@`<0i9k+E=xW?>SyP}dO73^}$-0Sl^Z>_gmj4)38 zXR?-sF~;!`^l(ATnMxIq@HmX=2ynXP@44rgS={gpL#{MherKtsG<9tQg} zbR4FTw{yv}gWCR7)HlgXkY_SD`P76)oKQ)HBx5hiNMdo2f3w}rEnCjm>*{Vf zuGWkGrTH$lx36Dc&)%UBJWcoD9te5R>229?*2nw4si~Smf`8wjztA%a7d^OuA`=!~ zyH>Yx`+H<#0w7Of7S*0z7dQ=OS^1z^r=I+FM65b^0b*}Zq38vx62KLt%>!rc)%*|G zN~EDjGX}f?62%`yV}y_Mz z=gIN45f~c}sbC>_P`$C7(B;(-y}=7wEn(z;!#f1P;f^?hT$I}6RKoy&AR|9u7;q-6 z-!~|*BH<3qFDNfUw}fx{^yws2#>JBpHidYkmRhkP&~s3AK{z0|BQWXZ81s9A3_+!b zEN=mYT!LRS7BP7+KZI%*F8}*blun*8V4Y(71E(Kigb)aBse~(-G6u1;ey^k+iXZJ4_po5QO9hd zzq75XakCMexN6R(NfA*w{=tLyz{~=Ce}NkhK@u2;QrZUf(SvC!XAo+!dp7gL&i#I% zqa%B8I;LEbl!)ek02I52mdO?eeE9gW5AUwc(=`|En~pLYedXO5SztBcB#GSk6hS^b ze#`EjV`G$vhYubc2^*ZdyiX;Y7Y@qU?((%yU}6bX_?Bs?)WleLhC%wi%r~zC{-9^F zErQQ{MPF?iPqpBrzFx&J!0K6dtZep9p`07BOTe9o%VB!L8^n1w zYrc$*h{{LHWvBNq49E-ji|JaAbu5wCj=^31#Ix}*J1Hb{@v?5bRQ zOs>do1kn|l&57vY2M4iOozU(gYA(sGK|<tT!>oMZp$=i(jJG;Xa&9sYc<*>cm$Ft{PVmW>^tiV1N1f>0;5OtG zHt_`13#C6XB2S3eEOiEzlMf1IZ`Ebd-e+0)Ry-@OuFldhbwT(nRlvl`KldIW!=Hbs zd4FsiyKj|Re%jgq7Ij`}5gJM8N1k!(2jQTMBI?ojuo;E?1EYiBwrva1lIxo|X%eSC z1{1}ojE;jFw2jJ(JH6W8LF(6q-7Kn$R)juxDo~=l_pGTM{T5x$mmFi36YUL=Iy`go zuN7E`-j{%}F*5yi0(rKP94rPI^0tN@oqV;3#2{3C!M$=C{JjD;S$pO|WQ6<8xj_n3 zzoN##r`~}A)|?315gfvnozq};iu&q`zrS$xVs0PvY#C)Y3rv#JQUf@YX^u~y#U)KO zB~TG~%T32;0wWKHjTYm9x_u6r$e>4rg9oX~Qh;*01mhJ=7;^yK7P0)8!|Y?+3UVAd?E?QrUD z*5ix*XV&sQL%3z5OIs3xoO(Kw=FoOy=Tr1(N!-SIix_caJp`v+!caPfp^ZB$VE!3) zQ#5A@j~GY>#R0~j)FR7@e2?2hf?EJg8gwgE1i+r$S0^Zj4BDRW4Fv%-UnQX7ve?aL@$zy!7`e(4vq#u;yQz!WIVsNm4jh)BT zCtAW*(+F<4ayR(wxo^ECA)_b7yeZr+=;)H;52;2@R`WYy0*O=Cw<$Q4ml0%dxOpDR zaP4*PpT8C4j*h1IhI?SBD)L4=GPW5@6q{f@IhGRPnfy$Eurdpfcpdr}Pt^h?YCxQx zL4QXPvxYY~+8&Q?@FC{H<>w{M$I|`j%rVPK)HqBw7Cj`$^CrNx0K>7_k$7MGEWzzV zI#{4kXAuvJrs5(n`t?AAx0$}llY-X8XNH^3umYv`-J`V!81geE1vVDkF}Qb=%9z3F z%#KziIs-eBB-R0L4;p3Y)j4cmd8TT`UhU0Eab^*t>sJPii#1a&M9rLKMRW5&=AL&; zFL&n*&h*>0c~k=m^lk9;dVF$R9N-~Oc^|3DL${T@ z3}}crsvgp*Ai>-+T^Ys_P;oVWlVn}{=S6*L{2KwKq0jmS4M*xR;`dQM7>!LNyd3CJ zYCe2V?Ic;@-1{Z&o3FB-Wzl$JHTzbu98vS{M`?#?B4i5&I8AExT)YEgq&OL}A(whE znMv!F^%;HF1a$GS12}%{(c{58cc7j+@C5cmB8wNt$|2%BL|rVta7s@4zR~z`AuV$25jZ@l+6Jj)s z8XG-WzVD4O9UUc$$PySmT#T4==*-*&+8g0Nt-%_8Mk8Av?QFNTg@!R73T2m5JO*U#%@JIy%p%V-`O69mp43f{7p`V zQo*XYfUsSM+~D{TurSeO;6Q>&L*-#5yyB5oMd!w)+n(RQ0s&K8 z`^eA?4$b$Nj4l2XUwFdA-DlzS`&fAqnxpsZbxmP8dK+lqQGQQ$N~qLHX+w1=?mjs+ zq1re8kp_7TS{(afJ3?Lt*s0!B+!Yp1Lc8}LWcEJw?`LY7(K_@fn%K~3{z`?lz_)Q+ z|IAlAM5Q{JMnPS7KsQJMPKfBzYeG4JUYn_fMK2x{EdsPGK^m9{s4Jzg$yDp2_t-eQ zj|Exh)fdgtmev}vTf7k;d|ikYmbEPoy8K#{p4y3$-2BM}GWP!#1@7I)G&?Nl{CcyJM*Q1m=u-mw)- z6Z79u_ubOe@8h}TeZ73?62sWmiml^Zl)k-jH@=E!eUHrNT;)(vZ4P>2#EnmywM^~M z+5bKVw#aS-3*i`MkP*KU%J&^+sv_aD;oFQ(B7Hskzq#}~L9`4Wq|HenJ$AB;Q|AKm z*(oph^hu`H4J8=Ez+y$E>{_|C7fqJEI`B6!)iltIu5$)e0BhtPdRLO1n;$?O^)`Ss zGrlmz;I`0bHlbq>Hh6`W7PW-YPetet1;olxX<%eTLk8gPr=4c{s2ZG>qzVk<{jZM? zKhcS<(F*J|;$dU&DO#BB+&LAF7;^7`fO1*QXD5&D zjV&6^tWFGWJO-pV1s@q28am+i1GdR%J)K2NgA`y(br?I*S;#XIkSw_IOK7sc+UUoZNW6VXvtojW~uQ?G+Ss zpm)I2QYSd|w`K$yGB~_rLd%F0hpeB-O1`{sm549E{yBPwJM(AsL8LeL$E)IE9Y>|j z&_Aa5rHoFfoe+QC>s%=Ci?3yYo-BkL>(W!dDi+8oTC3XqY1B?b^wD%glI;nw)iwCW z<@r4$iq*OT>ZnqxQ+cML1|iu#vSw$ zFM1z0ft>_mVlb9Am~Jg7 zq!^pd1Io;EWV!6i?s^r$QIs{@V%s)vF0nou6hvG%__xo3D-{saugCyOB)t50hxT-L z)9gh6_xHfh^-R3uRV4MFH=h*O?qp}slp&*I)Ii%I-vCkK96pR;0Q{1xJ8?g%sxsd_ zM@3Z2iPwa z`QV`|#j)b|Jz=#FP~btymd7L1xt>2;b6F^5Pu&g^JM`!U7UJr z><%+SGvBv)Bc?LZ!PeDh5AvP|6Y)MOL~&VJ!)g3d8fYII>}RVx=w+hEx)nV-{c{=+ zcc57nQB+i11~K6bg}zXjZDh)8u`Qc4WJ~h~g7-qcv`Sa%%zI+~j4-LCjN@~{zEj~34V&CwJ zkmYC3oRLBfy8;?ToSGjt{`onh2h}4^CPQ@bK!T4)-hBvdKv49P`Swq&+ZxZC)e63QrhU>Yg`*YiCmiR0TmmwNia+ewTk5Ye zKg`RT9X=hCS04!sj$2l}=%NYZcJ}QuCjP~ddgpXhUsh3ugVm!%iBn5XB@3+bNivJcocJ5p6IX@FsLsRJ_q)+dbz3dtGEacb4agtwQax ziCdly{t3Q9PvU5Z^@camk6>gbg@F^(1m)8f&*04U(O-Q^AbDMff=+15Vz-;+r&%ve z3EL_k3 zV?-0{ek#Nkz5VGr&=M8rq7hhpKWC^xLZ?R1qxaE1JiNrp3s$u)<6R$)jA#9z{fEz+ z@#=hDg&7K1i+VP0{TDO}GsJIxKD_pG`|sHKA0_^M?*sPZ-V5IQ^e)yloxgPDC7f!K zo$J{>xODoxJ3yytd-NUMxsNzQ%WxE5Mu-P+=N|!Qyykm;3MFWt^gOK{-UR?UzRP2r z(~>yF#IF+dD|vYLez-EdzO14npl|^#E&0SEJ(tAmH*VaA|AZA*&na9E*IeyKG3_Uw z2D@}AXF-=@nB$fOMU72?nd@x#YaDS{oH%TXp`n#90BVE`x`4MG^clee4b1@}PZvJec=VZh!kJdqkI(e8sy~!k8F2OL zv9faW0|!<;!C@+*nl!9D!&V1(7R1FR=k^YU@$Wj{YX%nk?msL^-`eA;BD?~|L(xrq3!T7HGFdTHZYS=(20E)CrX}D8jv4DZ z_--@S)5q3k(!|~Qdj7D13%GSF8iz-+YpVpomF)bnDIpN#G4iFMWS z{8`giw6Y(1le?WxK#!0$(k>&N7dBdgGB)t-n)>yipa$MwaWY@7DPKDD#-pOx7M~+R0gq5nh(4Fk2x$L>uTnGJ&U=_W@p81J(wVQ!Klj zS(mi0JNwF=$Q+krTA%w9ejb|0x=$H+Hz?aNcq%H&%9==xid>Arfx+`P`)D@q*6Y~! zfhT0t`3`dQe5<$?Y102-I_rHEcpnzxX5jByu%$^)^zrg~hfY6z)f|KMrv&&vPSN&K zPF<_Yxuw%TbMM`rD&%A+< z%eYo2{*c{_{#7eI7tv)1cpx(kV4}%maL9(ye-K-_QWxe1QjqkZ0Uvl$hS52Yg7Y+& z2~4;c+c4FXZZ5-RZrF#Ce-E}(**x3KFl<@Gu-hqzn8i2-WiNR@SfX4JsKbi>p?P=` zs0*7h{%zeMN34;e_id}ho&=A{MEG{YOUA!?{^u)OBiTh{AMYJ~+Wp)|qupYeo>UOzoEa3;`lM2(4YI}+`!emBm$lm4eeNr!dF{3(3gISfLe>d;}{iK!dd z1iy*DfAzf>*A%_-LtbiH+NXHqasTzyb8yl~Fddt^GjMP+%#aZhqXgJ)&@dXPjJe>< zgG{*(iVBsqy$oWhqec)y6)!~ zv45=Ji!1w_xVwlxyzT^&pwwD7BO#a0(?Cz`;lmdP_EQn^LgZ5SF(tqd;72)@%-mVC z%o?4>UC;Bz`}5rm^lAl*%TL>R(hXv&?ibY)ED0Fr0i+`^X*s&motE|64ZW7=JPx3T z^1%5=dg1lcUi-ffi(1R?U{i5vOPy zR{gH_!<%NM6Jg8tFQ3L*A0^uTyC0eHn!APCyYw}F&h~Id>R_r=T+-UTr?_wEy3v=L zboy;FaPpPdyIS|MN#XZm1D^H)Cr4ktd(6A%977TrrG%B`hK zxA}En()PGazuu!a`eXbX<~0&+hvp9%zWk-rOH(vcM&HAZ_Xz9y)P(QbI&ST$zGFhE04~*X?jDZcUx&=(dtL{JJEw_@K`B`v>h<;bIk=p369iz0aFnS4*n~t_;lT z?_KxNF}=%3fVBW#=W&_l=DRFB^|s-&&fzbLqep-Ra;6zwp3Utw^4fljw=G-haWNjx zxh`n3Y3^2+Wv6au@!=n9E_JfYdyJi0xyF-CL(k6|yDe#R>N!gnjNLWHagobu{(U%U zM7C<39?tn7&H80Y!g)N=N+p>(6yPY6X*ulx0Z2C_M6!EZFOFzf!kP% z#y{-~XWG@W@YHuU%}s0ASH3#LUctIM`rP%LX~;f$pO-FI8+ohTE_>UyNG5UgU32h@ zry=46PH$S4_~PB}wp{_I8d7CPZ!1SV=dIT`ux6IaY%6ZN&Ew0uCGr`^99NX%h z(&r@h&i;EPwwwCKFaEo0JGswEXsC_Fe5U3f+x%W6-=!evlwyV{G?W@3k6J_Ji1u*; zinHtKLB$s0y&>S(OQw2uunK}UD^w!5mwf>X)Mw=Gwn=Z`2EkAt7*#9gJ-{sqx`>r4 zOtbgUDPnT6fosE1XMUv3JZ|p$ILxkRyosOD*Xc$#aliqt?6UTnJU&xdH_`2x1@HO# zmd#FiD^jb%L2hT|960t?y5mUc&SjfH^$L^-8aR7Z4Ccm?C86(WYMCn{-q#DYn3-OHnyfW1%E&utOI*hhxQ5`K(oxx%HbILEthSstgfzy%j){|D+Q!%BybP@8F;i$ zL`)2shcdt90VPkrhCbh&R{Jf>69j65ehO2mdaS(cL-ekmSh+n*a8rloV6*R4tZH?+ z9Ud+WgC((z8%>c9oVaMB%nzYAxtQZei7#2Q1G=jRKe7jHFqFs&{Yt9fCT*YYh&^@L zRxs8qC*G*KUX~SQl4id$`6;mW@GVSMGLAVyiELkApJe&QzPht_*4YL_;unWhTU=7| zQQn~2my1if@rVwguWg8?b7X;o=%2-9&V4G~yS`pkWSDELCu4vM298t?)Lbm3n9PIs z^j6uuwSq|4x+?7ONyBbxnD zh1`RqtOImvDuc&dj^2y_KWEMkuRGiSewVqMKsLC3@8B!THFs_V;=1_4g<(a5z?%aw zkPca!Tv^<~n%C*k26UhfxVW!mg`VsAw)tS5=`7lQ>53Vz;iCf=Ve@TYb_By5_O!+q zLo{0M+FQLunSMpfe#K(sp(-VzC(N*0R2}(dQbO$^{_0KZ9%Fz5??4_XgYRk&uDY}w z<716_Yn&5*5u}DOm@y#pdSAY*bM$Bu3#RD3TzHA^9)es>#lwFNUzC1}eWG!g*YH|! z+_)oo*d`uEtT%#B8qbV(<>2I`&)sdm|5fAFi4U!Hi8~(VjFg?;GjBVa`ri_+%&OQ`&7_wg;;``*lB`NAxADI>T}9Gj!s(cpsXOi6UI{O3H8Z#Mw7(F&I6M z#PWFD3R~Zc8{f(5_sbGi3l#BTZA^(pF7?PRPn|q43-?ar*g1)ziDS{vW8(ssdY-X- znHgfQ=M32~_I&HqC!6+3;c`TRij&2^?hN~Nkab8!3+C}CyrRtHz1ikdzZ)&3e2hbVmOMy=Voz@^9h7G~)IjV{Om!-X_+g z$`wXVCSODk*wH>duEV!!*|7aW{HjjFCCR^14*c4Dq{7{BeZL~dj44`vPc-=*wnDEy z?Pqr<6I$?TYW^zu4U@0Woi|Thxq?;gd@(_Kcj4}teXftijT}w%{IDjS0y4Ke4OXd% zF*lkK^X|uhri9G9`?IPItsCF@a!gC83R&}~3;CRFy|;vX9#*t+ead*LFx7KbgOo~J zybynUC{NC+;_-<6?Zjn|=M5}q50%{2xYTN&OXOD`CjNX!UwDB5D@HZi$UZpR#G%Hw z--@=k0lw70rrX5k!=DeQ#7^D}+%bU(-q9Dn-C#65b(dUeSC{6`@1Zfo?2~V>I5d6mhw{N^1IQl|M|eT!ozFMx6xvL{n*~lBBr)wg*r0g zk`=dY_-8Rrlk#|^=@N`j9eB^SPAdAx(IEOEpT$o3{0hi^`9kuf2vdhdEG;N;6fJdn zdUq(Czj`_of2PyZXms^@JUw?oyZy9)&e*@M9L;4t{+?3W5%XRUqa6g9nxN>y(l9kx^yl6s%>9AbKT|1 zOeR}B=Wg5)(UzO<7v8xsGcuIH8sB?l&4mKpz8g(HjtEQJS?*ZpH<^+5>-4lDbfVg* z^kee69h4=ia!#ABUGk69<;%7@jUfl0onDK-i;TGVlVjT2rnjO@r^U|tNxMf=i1CND z_HKGPJS16>X_Q6xCFBtx1;0+k|C}JX z&a<+k=l;zroz~^?aQzL2Oa~UxmcQrd-f8C~5{dx5@UxDFPSbM|MSyXqO@G|-{@hXr zTR|1pVdb{+#RoP3l{hbDzLftQ31s1^O#B7$?4<#$ta<6M{pnX-b(`j~4u!t;c|0rW zsJw5{@^)l>Sch+evFlke77E9-3A<>Xp)0MI=lT?RFh^deHK4Y2^uHZK004C7&|D#+ z{XqCN=ML7-O2R?l@3LsDGT3A_*>q-B4~ah?NvP1jgw7TJ&(bh&w-9X%inbgCI1DYnLeJp@(TtVPDQFFuk-t^pO`UL zWHKXL`v#W&MIM>Z41C76zcFG&v2TF)KX+jrKH+Z($(&2{OQPn$02_iQU5pLJ`!R&? zO|#s+Bh_Ty%8RUfQ>U;wSdgK7TwED|^PH#KqaB9#0`k%SaC3@nZnwEd`^MzuI z4=ax3$EMVZ`;CUUwE3yBM%P(4!t!^)^5G>L%CE1!F?Q4W6Z#CVjN-QyVXD^*s!QHv z#%0cCEtJs1dw!#Oa=aQulflsC^RT^(h9zR{~7cVfHXLRyo5gcvWrt9bGre(mh=WF>? z*2ZSm%*ESNy;`+B2#SGo7J>P*&RQJ2BGh)z7$F!c?L{gYFD-1chHPBNrh(hctkz%$GK!jN? zb76!Cz}*r;x}sOF#O(s_Z28YxYD|6ma~SSYJq7b@35#z1^za_03Oaxg5PAQ8D`XPy zcL=#gz-tQhSVPe#kYI#>YKi9fF8Uv#XAqT#M}@c zedDk~wA!G$_`gp~%b4bj;C^{F=EvSOQ}a8!7sxMUm1w|yXTO3=V1kiNx*|;&Z+sIJ zcR}z}^gjcjy^142-+h1Qd()8tJ!LIqy)Y<=M2de1*9N#+H>H4k-n_UoXT}o-h1NpM zyR|>OO!8MrIq$!*R)7GUPSKN|CpH9R?tb+|P%Esu=ic6GA$`n5v|jjy5LUZj@Q~=$E|S)R5im!0V!x zCYTnMoq<*qE{hq87(FNiW75*}!9y%3T>9?a`5QWO+0e1vbFo|yE_ME;5X@-xHt4&-O_oET z@~6OU@yMvCIGB<**t8{Fj9)9585+2+HSPPW_)z-B&byI;ud=h!m!tEintH%mYvi{L zKNpi0QhT8TpnSmf>)QK1!y2#q^_sU!7leLe|B3HZ7PHHXK^3U11$*Xs+Xqa41ZVZv zr3+v7i#s?_wx4#?+t}t6Z}bKhFY@VR-)n_p6#nQ|V4eh2SOA*z_Vbf?7!OkpbiPkK zH3nI=6avkj(%tG-aDOvQwzv#)q@D8}l+BCJH{U8tmy-VZBHX>>jc%ORf*#vBx?}KJ z?yuuracjpN)JbJyY|TD*R>S`bRKDFYN5~hUF$0b46oA)$@?Bo|Jo`ccN6W5nFI9H! zI+49tUOuyG818W@{^)%eVHlaVnnF~nW1RPf?J>f15N2+5QYupz&~cDsI=OEIRat|U zFFEy|)<~882Q{vWURWs16%K}$edR|VWaluN?4Myhkv>(_u%(>i=SGWun+IkFVS zWq0q|t2z}4J1Uo6+cBPze)XunZ5M(7ibj|(lwe}c-B(|~d=XIw6G+@auCNPRAy8Iu zG~jG%xSa9OJaXjjjOmZ9N~blbXG~#gd^=ZQV$69U(>j>C1+?m2deu*-d*8ktXlS~5 z_u~jE@e0h{z%}~OAH=v&13_sX+*o#50e7wE8>(0)IO-jBDpsd#?H`(h-Uy~%v%HPbJo_j|#nz#IhAl`D6lM!#vsD|@ug zgKB6T{ixdY(C~OO<-vRyam5k#foaF(#*RU-agQbl1xFP+MkN>rA9m$R>+l21F+2#u zZtVNpXth1IEL`uJ_AAHFh;`~r`#%&ZXWO_cM~jX~b0byv1l#|18vUfx$b4fElE|w# z_#vlHM3cl495MWqTVxjjMF`LkMG&3JKuc@yns0gm#!nmizg;85gZSAvxUIlPKQ;8T zkc*$+u>Illf`V2w1Wo~MRBcZ{LQLAJ^UFS>2dAwv~$Ccde*A6L8(ZdTP!y^)9qT}IqcskaawDx0 z6Br@No&epOe$NSAk|Wb_gL=rU!$mdZR;>K!;gUf`Qx*cPeZwN3N1WaPnM(>w_tUy@ z(p9uQmR+)r&tS3N1SZq;3S=;L0X=tXCfOd|Td|t9<7>U!g|n2kcDZQ=`0g%iXL5`1 zL0Y=qT`z>OSM^T%EviWBy>2r2Ry|U|cd2}Ywb0kt3;{-;FI9GMGX3zjWAeVuXCFVx zNkk*GdvnERHK!$Nh)hjgC}ZO6Uke_&7yFprP~XOCe#OVg`Yqyj*#AmpWWCUQ%Ma1> z40WyN;lMwa_?(~_{oM{iJ4&N%qPN>0(u`@}VJ|*Bn8(z$O*Zuz>^~fqy@7K3z0wx) zzLt&eK5^7`Rb{C~SWIu%kNG;zBXNPtiXV5P4Nqm-Ze^cDw?O|QpWh;me-}(6|5Y%F zE-oC;xaU1~Q>YubA9lx8bkmdpYszxEMk+hY`L-1_1aaPu)>Ao zJT@+LS#kfJ%?pcbXU3~c{2{HGvQus%t&_pq!!qH`84K@}=437Iu{8}c8|R_^MfV`* zv7HBcO7x<1wD+WUOwgH&*KR7VJGPC{u)|fQx%_TSTqBVo>PA7;db%H-9LN9YnwS)Zzo zoE-T5kGqfo)ogXn^h!j|w#Z#ge3Zz!ohzI*&SUUsT=LDLr{6z!k0y88LB*?H-<`*6 zL7ds+D;ver+;*2uf3hrgSLkcy8daP|=EjqTMosdBvn*mbSh;~0-7 zghO!|8GT4Qg9SMlZQfK_=P<-F0N>IH&dYWdYhP`q#-XS(C>#M5>)yAymV7`40*cbF zP9+WFyQ;N${oMk8oL0gRoQs>gvBeCS`qAe+EBEc+4;;wxNB7vvo~3uMxT{|KEPVoV zs7@}MiUTHOdmjO0j0=A~HQ$&{t8-L|GPzN+#$Hf>MiTuADc~}t|MyT|3GAgBewV<`sAAw^s&EW8B_lu}STb-)&Ee1bU~ zB^!FHNV&C4N=h3p0`K7W7I5>X-r1aS^U2+(`1YC|P#Nh#KFc+Kemq#|mIR0=nQgsY z`T6jZ<0JJhr?%_7jrzy=LnUIVH5f>D5CdoCYe3}&shfNXaKHI;Z`W;p)# zlerw&L3rYz>4cXK|M@C3q5)VqaEG6`PLE4hO}7FvZas82jc>fgRKBXcU$R>01 z{t%SEeHkdAdzb4c<)$HCU2L$;?!UkAB~;c@MDBVNBytahfV7l~wzkgOB^_!V$+oo$ zUsH32AN<558Ge{UO9unC<_O}f39N~VZStoZIlbN|&M@t0*ut0aeAmC&fW9<-3B2uFJs85a?6ka&gwyX`8`}jP7^EufH;liUI z%U%2Pxz2iz=jXgRTG9=Oh5xbz^l-C*` z`@dyPaT2Pz30*2s4hN`7h^*uv0Yjtf`iOhA%KizMt*n*mupEXu7v}BoDuOodiiosT zNknN62nMHqq&L}vIZLcLBGEy`YJD756_4KFmel4ue;9DWBREK4Lgz|o@XGAoZiqte zAh6MG57|}W_0$=&g!_!B3DEV;$~PC+F1x(HAC2@XIZJINJT!9cQ7(CqT4UIH2%Ppv zkdUwI{|3Eg>9S=n8zdC!3>t#eYXY+`^xp6JnLUAd`^8&AMaFF?4fd0dVJt;!5*)uf z@Tx)mbI-%WeDJIX|y_2LxQEuvv{M zT?<gG%9WiZ3!m?i*0i3pI=syqG}H-^I?(zVh1LFqdGNkj!<}`QPmfj5F88y_qw% zD(l-8!6)d)6IYn#?L>zanU>DQ8F~N)NQ`dNV%&!oL~UyGLN<2(gSFct_+zN{b8KCffkUv&%}j}Lxye8W z6N)U7mq|)$fn6$V*LcY;{i~+fzq0hF?pKbIwGg&j8^3ETppe_kR<&7 z3<^k;lL6~PY!$tZ<~DZEEU5S9Al~mcTMfv1aDZpTB2O4%Za_P@8Iw_fO)L!kFaoHK>wJ7&U*X;*Gbr{&jx2R@~=jF*tx$@ zdtC>C2VA5S4Awkv)(qx)MTSEhB6S(O9wH+mWR^4?g^xfY;T-5k8aq}y5G+FaNz68e zKaMH@0MEatJi3I)lP#k4M(HkGLMG&d@<%+l?th^r7%( zQ-gCDTBAq5dT9p7-c_H3vwsN&(87#mshukpdJk+t-E-S9Ytr%5dMqF?uCe=|6fhgQK@dQ^#R&Vg( zwSmZ1boTWVLk~j8Hi%|}`FI&7EfyRMbRKu!LfsFfq`Xc^>>xg^BFi~dWEqM_iV!fl z&}nR&mjCXWx2Y>H#!tde-uO8-Cxy^Nhqx zb=rEnCSs%dM;O^=mE|u=&%jGS$*3uTwbo13}vM!z@ef`%x__18tv zV%NrED}yuRt7*0LCRizJQzUi&<8m{4&D5>5!f|bpu<6mYUXDZN1Dt84;2Em8V~5_K zn?EJtx)%ddK?0b@H6OO7$Ab87op){uWaUo)DFec<){Q~xM~tYLpOn_ zi$(YWNgzUR#~x@16#DAerojOUq%jZ&b$0H&LgCz$lH|2;vPm1&1RG?q0bPN>~Ayp}>jbx;v(#S51f+ z-&^@#mtfNziwWEs;JAo>L;~e1ive7M&fgzus+Barys z;e~oF4`poZ1PK-#d5TFgRlUN5j^Jjqa_+@?v0;L16pjPNqw2|)7WFh3(OQAhM%DduWB4F3l0dU+Y)dssK z4qgceYo&A4<-Wj9lP)GUHpW5?lqI@Ff`LthBmPx; zJpg+}!8clb*)nBX3KR^GzFT3=0_ZX+ud-=JBAc{?)P?xUHaWv5j4>|6uJN@dkVS`~ zzMmX^pFt6Y5iA93n3uW+U$ zF3!7o^X7shsnxps`cb+CH5~&S{-y!@ya2>8JU{Hv!R<#3# zBll~O^WFEL%<(1a&ku4>>qGgNaO6MM-IlamWD=)-EWHFC<06`?pOHr zdJU-1o=E3RzWi>E>&No3hXdI(-c_4`vfm&jPYWp)i0y@;^|KS-78Uu6P&PDfT*655 zAml6Jt5?5o2=T5!9U)@e!)>iB>(ZA*qvddA2t7s;|4(b@8Wi<;g>md zOWft+g^QzE2yA6lcDV=({k=>+_fx+zu*?5_|L=L9^PKZMr{Rg;Q8UYsIjJvPAu~3N z=7Cnj-^(V<16$Lw?uM!s1^dZN+O!k;OAhC!$} zn?MXZr>QkLPZ!9vBH?XVNVkT4+px{tTE0UESIkL)z@iy0OJH3vFC`d+OjXD?c9w*qX1#~{W)KClj2wF8JH4)#+iRT=IHW<(>(QV9O@B>o&&@4 z(^cQP6&YNHbs@fyObQ}QgbhC@n$@pLynp4Agn)Nbul`6-?Mc1S#9_AmLI;a2(-JKt z^~L@&(P;)|6ASz%PB&#USHn-kp~|$Zl&dL|!ZGxcm6N=n*>%T_2wtWyuSitC3u?r`9O;s7;KEIR` zQbDV?zS0P!EaTQ{olF6RmA!I^A&y0*LGq~9Q9)%_RBR@SIIqoI;i=qvg=6a1>|x`d z`&@UX_l`OzTXz#qsSOF$mqqNim%7_K zYho{i%KLb`=#x??9_=e!hd+y7v((_R^N4mw`U^HTseNCl4m^Em?RdeRp(qj=_!jww ziatA0%bbJ6lLKeWJY#)BIaf)(v^OVq5ps#b)FICs={?CuC>WMwLoN#wW^=johqQY% z`7P5q%2N)5s_I#3&dlUaS%M-!3h%U2BEt-~^A8SIR&I_^;9*eSsT2g9*R7K)8=ieE zBy)=Chf4*eZU#aY)b|!F4)z?=-zooNztMtn!o(@?Uip>FvG^NRT;(zdl6}%y=$=<) zbEk)QzRIb}9c`23qTiIoV$4;FaoC`=NM0dQmFvGXFgUlIfMFmYhDS%=iyR;PMtgBI)_jKPrdPQo>21nyE0!%Q2LR>bwvw3?MN}x5#L8F{u6T^zP zOr+l-TEc|3HhzEiEnx>uEa382@8ac~yKw}UC#oa7h~CN%tXqp`~%5 zT*?A8V0s-Z@?T++?3>dsqO(?6( zot+VjlHy(?ZadK%>;q~|`{{=_a2-aCa!lm5LVn4i(bS!R86vOSAYLc&Sshq%il%U8 zv~;{UJF%(Jqz$rL)=u@_MYi^LLb9I;1~4@(4yj-R1sW540F3}H*f({@q#Wxz@aUMe zvE9uEtRBb4G9#j~XZ=2c=8EFK9(1$HT{%=aOHZ~vdPaiOMiPgGvW*ZCt=IpvUnNGJ z_~$(GpOfLoI4u}3@|<95pounDfO^|{VYnsgzt zW3|jqd1RYA@%QB3v~GLYlZ~OF#~0bzB`{D$ho3_9q2|>3sS#EC@$HPnsIOK{_kU9m zmpQb;KmRrj>G2{I>-VdA50DFe3X8i;d<2`aXz}8B#<8{}_@Wl}IQ)X+Zd{peRfJ#2 zyIq?okDr;I2FB}F;ujycrCGORhqG{SNx4< z%E0FQ;_R^~TgqovCk`Pp{P!jdECj1o>~y$41GHeem#EChBvt<0A*=c43PN3{(1QH$ fQo{f17iN5yyL6o%&sy-4_(WMi@S8P$@BZz-rB^#i literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/fragments/mup1/dg_results.csv b/summaries/2026_jun_08_abfe/fragments/mup1/dg_results.csv new file mode 100644 index 0000000..8f10ce9 --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/mup1/dg_results.csv @@ -0,0 +1,7 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +IBT,20.422981858114788,0.05705376673995692,-2.7743723818421877,0.05877798388287415,-7.677943,-30.875296,0.0819144901012808,-9.09 +MT,,,-0.12202806272054849,0.05349532823468538,,,,-5.64 +PT,17.486158039548126,0.05382247412434938,-1.7413234255594705,0.05600543226563603,-7.874475,-27.101955,0.07767539613112381,-8.2 +SBT_S,19.998994548080677,0.05926093836789466,-2.772581062319772,0.05788188127911995,-7.8413844,-30.61296,0.08283822183420855,-8.42 +IPT,20.30662855685592,0.05211467186073177,-1.8178109664296764,0.056262520174780006,-7.8842087,-30.00865,0.07669035271511844,-7.85 +ET,,,-1.066939425301525,0.05450670896500637,,,,-6.96 diff --git a/summaries/2026_jun_08_abfe/fragments/p38/README.md b/summaries/2026_jun_08_abfe/fragments/p38/README.md new file mode 100644 index 0000000..340c2b6 --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/p38/README.md @@ -0,0 +1,33 @@ +# P38 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 22.77 +- RMSE: 22.87 +- R²: 0.79 +- Kendall 𝜏: 0.60 +- Spearman ρ: 0.77 + +## System Details +- Ligands: 6 +- Host Atoms: 7065 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 2.70 Hours +- Average Time Per Molecule: 0.45 Hours +- Total Nanoseconds Simulated: 884.80 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/fragments/p38/dg_plot.png b/summaries/2026_jun_08_abfe/fragments/p38/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..2477536bc9b4244b0e618dc4c1c8fd158eeac550 GIT binary patch literal 53273 zcmce;cRbhc`#$_aDx*OeX^2o(W=V;PWVA>|Hc@1h5!s3|O2|lqh%zda$d-{=Mx<;> zMkQosbRXBt`}@1^$M139_n*HW?;f8|yvFl+JD+Xbvmr;bjse+$;H&cf^y8%>7tFjlZ}Q`O94QnIR`QqTTwD{rtKMH# z>7bVDgP)x)x~E$EmXFFXf8h-Z+H>Gp(ANW6C)1eUitaRU-fDd#EhPJs2HR_A{U6DX zkC)g!JlsK79!S@*=VV9CMcS8t=E{u6cL^L|rR^x0yRs#=vcr8ucHsKjKi@mtLsUfA zgAXcE|7bA}t#@7#u=IzKQBjPA`iD)Qx$wUi*hoyUQh%nAS<#@r^ur4F|8p;7sGAu2 z$io`=&5L=}DvcyHHm9K``hAyw`sj*8$&Pdty5HUBveRwqC&P*rE3}eN()|7VcgLwG z%=e_NuBzS<=pFj_^h&n(#GuB+Nax1gyLXFAOZ$a|vHbk`v!U4A+t1&ht=VcF?vHI{ z*i7w-V@gU|iBC?%g=~#kpY7;e9O>Mb_~eNix65Dyjr-J3UteDuib-#&Kc|9M zfs=QNW|E1G&CMM9Znd14yLU}KJ~=k{>G^$we6vi>vKwnE75>d{>$E(3b{S=6X6&(3 z`80~< z^ILB3dEYzRPw+}euvl4Hx&HaSO5STepflg)vGOf0mE*^ii@g>`M|%}>vuSB*6Mb{e z)yKYZpWdmdsTmp`esys0ywk5XHp*zLvA1b`?0)}?Q{*YmR)!hz^7_ttBo}2z%R#(TIZd`mlHr6P163ff+`at}uMb2(F|In|78sCqGd`ZjZE~2NGBessm+<&; zU z{`2~`Sg2XqQE+9QeOCbur8!wc(XRO6!_AbQ;g+ly32~+XYOj3)tZb=>e^QWw@^0r2fo#6wyE38pbQ4W=^?(Ti*#fyg!F&T~n$D5z& zt$X+Go%rtE*9!~xA5v75@R+%Xn|?&%+bfnlqI)ISaEbg~MV`U&b@pB0;L~6u2a0R`m}4kothfs--)4XA0F;|eCD}15neUg&+xprCm zEiTNJm6a(bxpD7z^Fyfc2nsUPMv0asYdk(Xb$gR6tFZR71NbBsHa2=iMa7r}ZUryD z$B(yR^9M(X>hsFU8N8R`!*>YDZ5ra|WzC2dGgkB7f)A^W7Bj~ig;p3*GBPs{-rlmG zLP^s}kNPs*Tee~-J8avL8hRs&xTIwG^8SxcPi)({^LW4fT9OTRUpL}SU`=%Buc2&} zl9Hly6uRrURliE;zsYC)>6zfdG(v{y(GBWTB56_Us+{X6g<@i9De!9HPjv>qJ)&WW|?PXO}D=8V5f1UAnwy>~J z74yx`$RM}8tKkCfE8!~jD~>k5Fx(i-E_%qxN&4lhS4r)CU%zHJ^sBwe&E?s(i*5Px z<#+cwr`BaED=W`TwcFEBbY2+v=H$q{FfI=H`P1g?xpRGOuP+RK&fNAPc0W_k$0p^x zygYvw2XYhEUw^)*KAxZNQwt6UEAb8$Pfkpj*x7|lOgMSWj2_HGjvD`*Wwov?+g8|R zzVbGA3esJT09cjCW7+ll#~)TynXw2<*HQ` zUtXOXn;1G(URkLq!d}+a#x*(IqF5QSS>k-d)(F8<%DrQ_@;w)OD3^b=`6CPVj`!CF z1P5PJ;XBlldb;=L&zo2ZH|Gjh$dB_xB9KSJ5AC;pFAt|2z(6)Lfjk!<02 z?r1ze^EzRK5z!KM6U$LnUcL+)Qe^nWS{6b7cpV?SBrGgUqq%b{o*-{{WTgMnLr^?& zWCd@S%CEd~v&<~{FqK4YLo-UCpx(?~9_4qH(q}C!QaZVL6H4DT2pAEjt&wl9y z0w`HLu)?h1%Ae&V_1sv)jaa*mbdzFejN~ovG2^p_TmHa_6Kk-DLakw8{O{(a0s~y5 z7?~*btsw`ltb3hLGV0Pog;7>YjMA2T(ErUcCUW}k=aVNEG|urRB#?xISC#v5xzapx z-z?RfHku;#A##<*hr8U|fhzfel zV*}!O@E%%Izz=rHh{4ebx=7J4+X7kP?yGHn*q;;<0<&8H*LdCDn z9$HoKr=E{jdN=*z_Pz}sfytjq_Qr3N4y`T-*SmK|s{FIJjOs6W78V8uDge>oX}n&- zE?qSfBA!XH9&> zivYY!ZCPQ$2!)h}OT6Dogc~0v@O-}#dE~UC=W-)np(#?r0s^F!0(@n*sWVd?dOy8* z_7|7hBv4QggWssoVX+6|RLcvb0-HvWNt(o|fUEybD4l)zD=h<$sMO3JVRk9Gbzzs6 zma1k&{0bw6V;+NZGh^Gz%_N+hW>~@lvQ{iDzUH0mWk%68*E!?r_3kMEDAd&*9ULA` zHC(}>q0!UoM7ECgjzHg56#Bh;_pS}x((ymb*}P=|uIjwcb3$r3dANZ*pC=YE{dN;DF?0@rl%U)S#6sSMC_L zLlV{CF~``rrx>5z(4S~}njaJ-aCP0Ynp^(C zZ|Xiid}Jf77)3gBce##5%WsYn7R2KQHLby0K|w+pdHmDkKwk+ZZ6rTkO%nBut_9E+ zygfZ(U4^7Wp$G^F9PU_$JJno4C&r>NR^E`tlYjXaEoG0aEE_c?shnmmP*SSkP)uiJ z7c;uK{X}e)&AQ-FxXb zGM9dQ5?7nsPH_{8^6f3Ro*cW+?#!|D&Q%4JhWB0TIpRFa+na5$9TPl+G=5B2 zGrjnTJg1f6x5<@1wy3_OYmjfg;mu7GT6;IQy#)mYj~+k12CS57xQ0c;^eZ4b3rpmV zwzbHKYF3^%9kQ!*Hs4!az%B3LgUfYt+9S%04OC=KazG$YdCC1Ser1zpeGipd?R@T_ z^-4Xvq@=EqS2{cI`h4oYa;~JrfAu8Y@2gUQpFQ_6d_4Z{g2)WJR*$G*o-|h5YBM#F z2~Ckpd?l^mddIgjr#r24d*D^(0(SP<{EmA8$vdc-LL>9ZDqoJ7ED??3zu&E=nRd*S z2(zXr#Is|&Q}acFnfiU&^w21NB)o*Le(}*{|L`w2niL;p)wonf4V8-3bm?x?@HHce zF2T&-S7$#~T+4u(5;Zb$TTB#|dU?rFRu(pvrHf-HWuoVY^}9jiVrdFl-qI&J&6^QV zyftFjpMhPIYL6YP_V3ZzP0h7ROSquLkJI&4h1uYamA8#`q_p#mDY)UVy{=cJuz*&g zJj=Uoib#CFzTNEiuQk@wiY)kG-pPxJ(Qe}9Xjf3?~`E6z)jQim|N~P;4%-(t1YWr7>My=bvGHZYxYn<0#4^TN>U0t25o0*_#v4P}Em5U@KYB-0# zuBjgvZ~AE3^Zr_3AgPCJ8;rV+B8gn(T?#=DhbJ9VP0RDhBG6VYT`5m<$-aL_c?C8F zR|c;cf2(6ie(8UW8WYP7R{6?&)e~Yp^>Va5(A9riQL0(bLfq%ix&cbO_>Xymq>^b& z;JWQ75eSBg%H}#9YD>gk{Y>S+$5BlTMmX_0& z#+FaM?=;_@kU(v3d4(jI3x);ld^sp+M;hZ5SIp1-E`H-SY3-ZMwq;8QP<$T}RU{Ki z)6>dJJpXHZEF(|cyeIPRt_$pxo}6wk;fBkXM>-fNqhn)l(Tru9RWR1wms#UJJ#yIE z+Iq{8bz#}Pt-4r!G_9^JrykHD@me>pl$V$Poa?w9jnWNtivzls$G%p$&P_enoQx7Y zwcNZiBvQVJG+tXpM3@y8Ce}55{FpRnV`GzH-z_g~^ZDd+$F01*OS||Ge|d>8d+^x6 zmsaKi+ELtxIl6h$lwbT>9=NGi)Tn?H9gb$|@r@fd#x&dy4W&>x_gxkdIQ}32#e%@j z3!k3(78ffN6c%1WfBV`Zpo^-ldd5L~GIF{9(o(r`3IjtQXn@XNG%<)(6uI6u0 zN?cgV18jQ;#?jemo|S4Dk$$qeQ{U1 zuloA^g(D*)pI=%qQ3(z0mjL$G!_E%^mfeV!0XL-K%VOR0&|82dZD(OcYOsBnD0^CG zT)o7owRVzPq_}nS4pO{O8N=J-;@sWbL3S`PG0iVbce{>#^>=bNFxZ5W#t3!*UE%r( zK~@c(r6)?u1H2fMG<)%=?)3WPWWCpLfUoy=pr;a?fWz}e0!iKj#E+OJCwI7tI36MU;=F7{Op{H?- zi6cdxb6=~%wk7N5?98_LaT>ULDR79Ce7YY!RH3<(HM+@Z`x8Do=Cw?zi8y^t=i6DdStpsNGl-Cko4Xb%Okq zm(o28cAzPN+Pc(#N7(<*zg?I9Ek+7_#`eE-r~)k1Y7_RCniB69Zs5|}KrtcjtzPOS zl@cE!`_Vj#c(L-1p=hSeU%I^Z`y`h~o?L1$B1y7|Xkv@cQM6iaq^W9SBcjC1f@pg& zme<+YX?o#8+L#+t`x2$NcH>6r|ogCZQ-P!Z%$94_rEQt zo*ebPc8%`l&6|Yk1KmWLP~8j@8nRn0=xAxTvIeeQyEgRqW&U_kX=&+hXV2rTcNga8 zrO%|Nf{3KWqrZFiu0idsjWVlw!&ctkZ7Y-*%eEy`_a>feS#>o7dNx8@?sXdU2?$u} z-*0Pc3(9l-;B;-2odHI?x%m`+=E91*dO-)I2PJW`UUVG@5PJd10 zCFEdQD;eZ-@M>J?)9TljuPOy`#Ik<9ACmeGkvlOlf#?@X&}-~>o7gcb&z8-yP1ywf zeDaysLf2Ps4g$aMv+Xq#UQ~|A?(Oa6ak-hBEBh{Fvv5u!(7)vEfAfD%%*@S|A=e-U zkiAP1Sbq&0x*E0G1u&B;Cr;FlxrE*)ROd*?1_=p?jMuLZBN?77^0>ms$JbLHxQZ`KZL|PW2BigBCran}RvSltHj4-{kbgjnw{9a2{Td zLe5xd3}!haCr2zaFYR=i_SQ+Sq5JklZ|fEQ-2_*mdgOJn(_jNnc}0b3RVWWwy`2$W zY*Bv(>dkSlcw6P{p8-=lyVaDtyKT9+cH0E}E}C22*x1=6zoYW-ywsJ3|0?ftK?bm7H|7fr3#Adqxn@kf zJmuozVl|8B@d#WlXfr~13uz_$#O`x4UNtex;ax0n3z1O>(7kKc|I81RbH+%|My3F^64~o z!s*8!qIY$5H9;t;$=w+j5fyFBbv#Gtw5KQHv~>l<#n+ZR)i6CUJ0P|_w{zgfz`)bd z*Kr`WW2DX{fJpP6rl zIC(OZt5EF9o+iSNeU+nV`*VGn0?#>i+=yc93&Y;Q z!IczAnsGEk%3!d2`uqJsX!W7H{G9J17P4i3kb3macsyIm)>S#!TnNz6tktRygHX>H z?Ck8srKA*d>^e_onjJ3im}MQPkE;YzO4er2-o0kvfOTJ{X2KArkI$UZ_7C`KDU~QNwGcK z)?zB@$rH1Mzmu-BkOtSg(=>WRA#?EVYhY#}(Lt73iolP0N;3;tts(>z9_6_6!Vcmpb#{4nleB zwrzCiPL+_J&Q9?Q2++=~zX#?qm|s1rq_I(B=t~?3wGjL@!z1O~WgSshgijYdeS>%N zzROCp_mURn^#?_9b)w|B~ef0wrJ z+5~i05wCcoIW^xP*MZ`5SBMUc~34+IrK)&QpO|oI7`J+4ALP6N8PC7Tyb!I!9w9=|Nu~G%?xQ(b2JX(v|ivNf?w+#j?5M^H&<4! zKtYH)uKTUOpOn_5xu`o(6$pX-@#CulM#6YpWFKC=dNnax6_0iec8X$}_H&bS=eCRL zht_vTk96c-bNStcr=i{(FoTM~!ybI;ch~;hm^+b;dCnJRW@b!~F36)sT?1w8YnXre zE$H#Uz(B}6oBshW+^aK3Rwf&9@<(eWwwHwGUni|pEryb(V(Y#BEx61t&i$6G?09pD zPCZKG?F+;F(6BHXdwY9n+qU&g>>|itYoU<_g47Ty_<4_Ui2|(#8Ak7Oj$885ua1}3Wyuw`_7{802xLlbLj z#?6~I|Ln}y`M#*`?6EM}x(9_GY0V$y(|o8Yso~?tYfvEwtAkved^-JXR^}t+$xWL# zH$FN@w@KDv8CqR}Rg&&-dwK=B9#rr)c7w+0b7ES}IL}G2(g6*ybxx*j`)(0~H)~Oj zbYEGns)-T}hT0X68gVQr};Ms?yT~Wg6=VojZZocz@1ydU3%$rZSx0qiA7DAIz+BzoRD9*)626Lo;4u(+#nWQdL*iwGw6}c{J5U1%Xo!RB`t|Fi+(LhKd|vtK6T7yyHbA6=nYlUJhpA(!z59vWzwE$g zU!8>GSLo_4obvU}Sr&TKa`H+;s9!3Ci`;QYp%hAP*c(FDP>rdi%6n z22O-YTGUWN*NlGo^2H%O_xQuT;=6WLfFWf1S>X86bMErs;NT-9PqoPCn@R(hRma?OSBUFV^3N%HIx6+QN(Bl@-@ub#5?;{0rG)Z9F)Q_Th{q-T&EwLBXb7A5%4^fR6# zoxMaRTK^$UG2?KL&;I~HlG^#yHwoTr)P1Q{hagXE2b(T%>>i(C(Rat(mZU1=tbST$ zh@-9+Xhcu+Q3&zV;0MH|i%^|xU00e+q=@0ly zGh>__esXg5RN|$+ca*I;mwz@TsVBvsIRv#EVrm6;l7!2ML2l3em>9v296jDYC@YpN z+tCsyb|jj{q%+TXB?H6ThImDbLqCz2*+RZyqZboO!N%4WlGp=teRL-WV!YI=3A6*g!N=UOY6sLP zc^a5y*Hyr9>eMMv9&5Y0x)|s7VogYi06@)n^$HSTX{LGQ#b0f^W@cwq6|-VuHgL(< z-E3$$2~uhq*6;>i0S(c?V~h3+gFxU5b0`%v)7{>U&-A4D`1y&J2%s1dBdaIEu82h5 zKhRcRzXpDX%3Q~RlPGhpZf-R{b;yG{9L#>cElUts_XZGX0@Q?nn>WkxpnHI;5WUqA zar@nO?=*PhgW741M}5AlKo%{+=wRcv2lAd=-@kvCjHXq;ni(7G!14q*0`18WAP-br~R;bOaEBP0h{eJUuP>qnXfCi+5QU*J6rMyr=$SxcMU4(Il zB;A7t4>q|=Y}>ZYLLlH}R#rLI2J+{wXS$iRSdhq_3g+hK*Vb)6{s_Dr2~OB6h*jso zK9}RY`@=}hLXtHxGrNklH63nFfjpxV;<*_$dGF<)0Z<#hg4BO|ebq+XvXA%T?2(b! zX0Q`z3wqF~RAgCwJbN{t7mwf_@&fTU$a&3k0w-`>{`r{(mvxg<;?S89Y!G-mQqCN# zY;V`+s#~#o(+(NO%+&fgUgRQ(&}7936NmOKUMoeDvGpIlyy(C6C~)*l><7S);Wl+& zTeG2jUI#idMNyILN5NpgH=wyYn6gNWGyqTsfE!RfuA^5rL(bWA>8oGInFi4_SqGjT ze|T|j%68eZWhQvH>%<@n>2a&7RNmy}3E2QPn3o5zfI~cpqJDNNCML!d0g$Yf!m9mD zmxk2Qu0s8xfsbI`013(x4hI9!+`?w%0B)#+9;Sh2iU1`5Z?%@wO@Zb9o-F(Ot3lS3 zJXNqELJsdliSS#!d;W*N)C;0;HkklCE?c+m4()IKOD;2`rdjsgTTriV1P7~YxIAq* zjXZ`dQ&tlx9GoZ2M@cQHq*Cq4%K#=%sIDo{%KGp?_8NjUqN-#LCLaQ`An^+izX)Zg zY6U{3AUw-T)DPQ&3U;`&FLM3m%a^M@d{72b4ayTv^rzCmYHODS2No+aA|52LUR@Fx zl-h0)@;P}K5$5WM^p|jz%2jLCF+igB30b-0!bI_;GDO&bv*ump}O z-jSsEv~s_KbPjBIhZ@as>(NEp6gOo-Xm!f}*?tAv^ zDFM1c=TDLiFvprqT@jsn5U#|Ulx6dU6>8nuKqZ84=T1Oy z{V9nTdU|i#xRy9m_BDX)q$>s2dTX!qaMjP+nwnB@PM zqeyPdw(nlOefxG|$AZU&h^Hu_ndj=a5Fr2Q)2F6!^t_cw42=ngnP&d}rKN;ylD(?1 zI75d$zsK{h^wDF-{@Ap3cN_OkVU=OsV*+>$w-ZL?4C&9YZNI+HWuz)XCpterzk`Dw z7CQoIAZXx51CcNK(D8jPbeADJ`PI34Gx%~OE1ww`Zvhk~OfB*x`c%5te;sGXEwInQ zkv}#r_9DMRdh#Wi1RTL&+v~KfXSyQFXb?cBOOPfWOc9)G<-T+)#LdcA5_k_5Su>5> zXE^K5>_{&g4FV49hUiW=0xmJwr9 zs)!||45CzQ{-4Nu?}y&2n6_qoMweRa$k+?^Q`3#WwHGPUTP zqMh>YQ#Pbo`SIy_8RV8=G!UxOaNaSZswffj7bj-`N?=;cQ~=Ai(0liS@N>dbP{c2N zRU)u~;C!rJ;_nTFsJ#4>6T#)z(_=E!y@-B*s7$~`+xG6|nwpxjo;-|DAHYWRM=j_@ zYg2wgVIfg_4i|SVF3vc%AFPN!(rp3yPoh zxsp4@e0+1>2 zTF{D(T1B|e&x|qFra|PQ1sym#F`)#qXk4Ti0uUjS3f-qaRV~a00eKQ-KoUyt#M~l4 zAWc=ABR-aan9_$^8(`2^dxtT1H8ILKSL1!OG zfVX&l876OO!B%bCb=u3$|Lbx0uKiGhRbbPBh|Q>us(TX26@^jlS~WPPQ3ydu1Xz(n zeYRa_k1Eyu(aL^Pwuod~zkV6zJf5>}#6L|px4qfe{zxa-16!^{d4s}&ed6Z5T^GLo zNH5k-dq0mt_6}D>d30cBJhT9L$|HDg9p?Dj`79_U6&3WLfmSjyUPVd;AsPy{J2Z4H zL}CJ4A~!z&Yb>=*Oh5bR_e-GYGe9?*InO#6QR`3^Czbv3 ze+qCi`0?o)peRzjfr~-mBbU(}KYpB^)eVRw5YJnvV_;R!y|R3N=c?qsk+EtdIVtvs!&OEOB`QF$K4+X{SCi+gBwk*}&m*R23AtB1pK1~6r z!Otao+CTrMX<;EC93H_DsC1as%>`)}m5nSJ$QrSUDYj}986O%tlEG{~XV8Fo3b=in zn6s}T0lY;XfkT$-f>?TMHE2X4jy{9XZ2bEe`VT?{gUwk1>nZNB7rUhl6(kI9ZGhSS zX|1f~q}L2%XC-9HYn?91(eO3{1B1j@Q_Jb;i3J9pTG^=9#@PvtsoLsv`R!k}3+kVQ zt+w&Wv5n>L-kAYST{&Jbi4uYygqNS69w7e+80uzg8St&xze>o14XD;~wMUedzkJdg*O@;Rv%Hx_UxKMKbUDz%T9GHed6@*#WmqUPQ7jHpi}}@6q$~^U$>}0^ic67ze1?3?4gv{2hEb zV|}+3N)h>}#cEHPWr zp==N*D4Kzup`n-`f0M$A#CU≫#1E(PSTft72r(H&^}$e0pIREbsaE+nGg>@#J>V z!a%)YLg)6ny$gg1iq7fS616WHrpIJGX2g-N=`UQkut~vd6Vj(pMmAsc&v)hJRln}o z%+0^-LTJ(X)E%v74Yx(K&yGY(rr!aLuxYy`ozVn zx+R&xrpUs}Men0#>2|jzPi{)tyCmnh1*fa31>K6(N zs!Gt2fQ?IS_S3n?ik=4L>oJUg=Z;R(xw=hyJ&d*#LayZEfG$4_pT?6 zDQG?k$L~jzLjL^uqj=~LEiqw{1{|LNgW76BMq`buM3Z6ZPZT7^(8#(8@q!e31Vj>X zkK^%8{rp15%^fFKi{<5plsGflY8(ba_@~*c}h|Iv)a8wFp%Z zZ69yz_}JJOAtQnF3C*_CFb`3KS`P*D!=+oFA(!$%fPliUMt>J$6}>AGsfOwP1UCfBjm8dqW%<^cCL#e?<@jE~v>CK0?9@5ZxvtLwsoJ&6_<# zHdT;GLhX={;mSwXEIFB&lw^t>L-}^Z7aDG)7q>>g^Vh+_01Q#oEYv;R$3bbxvO4w5 zFrS_9>nRHObTOlX&=mE?!3hN9SlJo{%7IuNzV+MrFDK@p)ad44em*e%8 z%7gxlY>D2WXJ5Z2TnCz7!m<+0K>IoW5hbP4?Ns~EyLV~78y>&d0H;uDXSA5aXt>bh zI5g`O_^b@DV1%iFGUAt+DUpznKv-U67_;~Hb}`<5Z(Ggl?(Po!FVmV$gb`G4V*Et4 zk4{SiH4j_Kvx!T{z|enfrNQ+fViuMhFIY|hMi;IkNdM7XZfoqB~Ypgg8 z769df4l+~23&VXj?b*j(+yvsTOEd+Xi1Jd777=FC{k(9+z!Vq} zW9yC$LU>+8?ij!Z8It&%X}-d!(9IvBR#ibdLV*@hSBcbiGTmr@)`iy9;1l;a4X!ma zGlTX<4>CM=Kt)FwIaU?lJc($9nqJ4vCnQt$cjTC_TS^iMlX261hF~wD5yH zmuPWE+85p_0Dv4`(%Fv`9j*BNy!Ha$49Y_)8WL1GE0HrR!!bEi%3Tc_FLquXhjlkHm;+Jn38jLxX*H5j};d?xfw&9r;uL9{Vo(x?><% z26e^s=g*&OPQM}?F378jZ`F4)F|Tsg(lP-`DeS$WFX%*pF?>OEn|ykv_qo_xVR3eV z8~tE&>S-pxg;KHNd0r`&Hq4BCWu!Z6O*bwB*A4qZ87OU{ zgymLuLeUbO?f{)lCu7$UD*x$IgD|UlQH@~l_YV()!KL=k9OD`tx}Sv63Bt`Vim77; zOOAb~K>&0-6KF@)(-kQB6bFxW0=x;~ii2RYFW8=9z9jVcaxwggw(&m)BEEe)i=LQv z#!11dd4A!P-^<87=-Sw%%sa{j4rD2ZzkqB3np z4O&-j_o}2bZc*@JrX*`71(hy@{|dKv9Os=q(Wedr0=+{wd^1)YwhRS3BUedem@Znr zv*_Vxy^eZL+&r8zb`R7l-`|y>ld`NMv{8olzeU>NhvE-p9hZYi+A-$a+StefAS^m; zw*&J8^s1_=6!~L+o(Ftu_s6DKe#XJp=o39Q= zJt7U;km|+YSLhN|e^1lP7qa`QT~M?~OG#J9eG?OaMvWDytA6JUQ?aI7l z(h>4NaT1h>-gW00-p=OC5%J`8JceifAJ*fvW7WI*WLviB^?a$T6EXg^mPMnwV#zelKfUltVz&*I5L+ne} zql4ED{eb(5Z4L1UUF<(BMEpTkyWmrI8g6EwKoh)~l_eeHNz@}qEKsgSQ8hRYPoptV zXV?YqNS$pPv(NQK#dA-~E;nj=1Ak=9no=-~ z07NL6Wzc|cKx^J1cU&_YzT~Q!8ckhGglm&SkieNXkfSgdpM+I1Lg+LjWSEPWFTW!u z5+uFqhy}T1!M~SWT5aAd>TB`*^n=A4BeBl4?&V3Mj+yTBd!{3#798z zccrZ~dt;aV=RAI9BjM!yt?aRSWDF`0jZb!%%5Bz*MEZq#W+8MsGC!B0|;z7F{_Rr`4m1{)2EJT?%A5qiIq7!Hgv zC%QqcSn-aZ#m}GH#tsngj~P7k#CP-b>2|^)02cHS5*(8UmmtWXM^LN%2XoY`mkUz<=m)0{~7AOriRYJmHNbl1SdD_5_6H`-g4WMPkCI!Gc1FaZGrRitIg1440=`vpsn z7e0099#2!c(FGD-&TT@)vK<`W=+7@wl%Va2sd}#jc(-knK!9VEZ6(Hg52CLUcOKR{ z8Y{N}8`{6g1zX+@DF{U@a>v@2lUSvhFH)%L8;^QpT5&O{nUp_u_nR>F8N& z>wD=*SFBrK+(M)92&GOk{R>v83{C_ z?@`D|_gxpKz)hHIyMJ&96G&8dZb&f^?2%0Fs|`?71~honnis4gBBS+uhN|TUt_1t$+>i zqJzU#%{R_%3iaw6;$ z5b?ks-(*PSh(RLu^x`Kw4F7tkw?b0_k=6&}UKmp$w!ohIM4JpO6zsBs=u8MFpw)I4jCL>aJYAVdgLh99JMDuWyVi|BOX!5&gn zZeSt`?E@X8BQhEfp@mD2<bt?sY={saL;hZcrY!|}4Or98L zB5AKRo%@ARVGt43;l0g`I)U>PpuLWvLJ+gfP-8g~_aoFxm1D;$VBREi$mm{3&rQS& zXvG3Ko8AxbZ5x3VOfByI6Qv_Z9;0uJIV*eCnqPTuKW^d(BZAffZ6G1NA5b50ImF63FYo&@`rIPl^#})0x@<# zgniq-eH-CreG4T4bN0KEu139ny$g?sc(36gq{J5sIi0u#?!tA zOiPR%jM00WBJl0ZT+%DamcYdQ`VYq!a&L1hl)`PzvD2Ug+`AT|HW^I;OF+&oK>TyT z{-3PwHR7 zy_4ZF>)-?zXWzQc?~{A0p@D%`CFCCL9DK&MG57D&&8&AT=KCU$yX?$H>QDgNl7Jj# z0H_Jk`Yj;QEyRpD`WVSOTK!5dn`_XiYG57&Ge}4Kv(+Po{E;q*_=yfdC?oI%ygej~ zz@9=6s9gOgyczui8PY^tmEYVT9fJ87 zhE$9d(uJw;EnI;u0L%qFm?v1DzI`!5ouJH%&3hex`3og`c3%o_Idy7`(T7asBw7T9 z-3{mWtSeDJ^!j4&p-pnGYY`{Zdi(g!AKhbE0#giw1N{!jTHoWSuFHY&KbyLJI{-sD zOcg|)F+p+3Eh>_dlx)a%vEL-`!CAccR~XF069;#4Is_~#%F5R}j(!fG+vDhFA8ycQ z5PIQ{*AO@{v>D~dc9|DicfyGAq@hi_0^_j~=I@x_d(4)>nO#v2EzMI6o%0m zfUj*ZpF+ewHO#~Wy^*Xr%o0)U+rLD$E_5GyN1YW}wa&VSp7K$1@7-RFExSY}Hn^%b z5a5IO?m=dQz^MPi0;T`bXwN~=^4seJ(+O|~YgJWud~UV~-Ae+9AbLr<-(VcB!XA=< z)&g0&W>?iY3kyQL6FfaiU0l#+^G<8^5EonFqL~`ACAUu)z5H7A%t%aJRNd#Hcc98bA3nT=@uI52SV#Sr zRSgYmQCaFh6Hwf#`M~qkz3}{t?w7+uqhz6q+)C zfgUiWqLdz3BqAQ#OGCz+s?wU|(qX7bOWhwh~H~CXC%-0$8uuL>CEQ<4_FSHS>gqGb&uJ@M~)u7>2yCS zDXDbe3C7Yr}ylWq;Z!_4mvTm>-ZFyuU5cnP>!_K2>-W7 zt6s%{L~N;Wpnr0a5XbNgrAY2@iU#eT?oFBV8ow6(RV zDgH)!f_)kPWx9@;`A_EN=hym?BPtSbQp&|km#SZhp?{N30l|m}DMu`3Kz+iI7V*e; zWMT^Aom+JlYX?Mlcn;>hfA>!LWV{Yvl*i8iflLg6Xj_U-DwZy!@rBLu$h^ex72nQo73Ao+X2MyM_P!ey4CZyi$i zd~N99AW3{K#0i2ygB`;o>vN%Lf}Ga1%R-}BP&pb)tVka43*B;!3d%|Oa@T=(OM3Wt z@iHcmO`aq0E)uF+%{w260+dBliRJ^tHy3Hp7!p+w?xw?P<6Ij6lESi<=6uHw64FsS zS98aO#55}D$QwT0U#@or+eZWk`7muA(0d$w2mU$r-!eO^!7qwAs%AfaY#yIoPlgr~ z1wa_$z>P8Cb5;VpH28KK4Hw@aVkm8d(9U}yjyk@T;`^U_O6xOKIo2vKp-wFG3NccL z>V!UJ@bwlvn>D**KWFl;R^tXuW9K;S5e{M_7TVY0$SojN%8}h&xUvGG%X#l6f4IJ8>DAXjyp(X4u_t&;XGW(STNo2OTAn_-R2s&nfeoO65dAHr6V@O?ouVPaD2Zyy6b2BU?az9|QOcNJPJ#*&c%(7}(ujN^*0hJ1J$EV^dX9v>{1X{jH>N@ixQ)Za>p zd#R4IiGNEYszS&4;-_nC?}%a)iA-RrsHlYQL(k^SiPa>2Ss59br1pK7QHYiI41)Da z4dITG@)+NOWeU=ami1O;H7I^?QkXhM1_KlsBLkE#{qki4%9GA8tDW=GQ7NY2W8p_T zg43!@ZETpadc@C<5DFC}18QJTN&z83@)G*?`Eyay3816-mcJO@^C#Caqka3YqOj*gDZpn$F+ zbBY94BRyfnNz`~UI;-f8IL>`Rn?APW^1R2oVFLp>g-b(+LKrMe5Kzx=64lqX?1o3| z5%9iDsXNZ)fOkZ+bqa@;tf8QH`Ku5;W&?LZcH~; zAi83&tdPF9>W_U4bmWAEWF>QIGPJ4zsWLV*W)Au1E8tZnFvA$et{xK-7z^#;;X&Gx z+&=UP@I!`1MDYE&qk~5eZH$gWOlmnNUj71oBlPeH2nmo);um`k>vE4Pgj}K8D8XX=%fLxIanL zg&A&8gVF|uhD32A(jM}2CH`8BOp2}y+POI=J9{|=hB9r-IfR6`_o4?u36RbSSv^u~ z707>jSSND#^g};il1|n5NO2f_VH?!WV1-kpYD&~A5P)5XHtIAbMv`IRT!plO1t-IT zKI!S{%Iy(1zpE*GU=-id&hCYiXE?*N^@e+yDD3R)@Wr*h6L@_BLM@b_Yw60vXVa1qj_GH+_@$)N?FhAeK)yUcr%%)}shkqI@O^w_$~M~)n6PB-R; z{j&_+)UGy5^cEBfEC$i-NbwT56j_*kNssyJ+zD!rc^l#gOmBUtJmJ?D6Q$O4+vo{!k7Q6VH>?#6$&o*pi8t3G+wIFdbIMBo&e=sDaBjs(;m$oZwn@HMI#VLJduMA zN?&Omy(D_$y7usmQw-3~*g>=?B0YvYen4hvAbk>54=tOK`7bUIQ@|Rq%?guV3R4&~ z6mn<*=n70WsExovJzN3+Dew&QoV<|X;X1z(!mN{`Ne|v~W;iW9G&VK_hL5l4JUFE+ zZ)Ppjt6E-(>d-%D>gr|S<8gom|HBSJ1;+6L#=PH&h16N!ir5Cy zfu9S!BrTvvosbXTJv;8zC5DZ_3_T3)nmwR5q}wk4XX}*)PensRL+aHMOHYT<#-!oT zdCtNpg1tX}+#l#B=XJvObWFs!XcJzGvFUec38;v=ADt0B-T?>T;g(ai9NgU8w|UZ1C4Ug#YJppb*gI1A67{WsG?+|;ITXF zsEM5JGGAI4b}AVa81xBE-AT-XO#J+EDya`9NHn_{7kf)-hxHbd-Hi?bf`aHMpH>tt z4>O`6hbd_+N{pu7@QofX4KwNugr^)2DCssX10d?mdczw*DPT@(I)2+;xNv`9nWff6 zqO~h&<7kziD3*Am%0Ah>dl@aOAAhZbv;@*cY}hW8i|Q+66aMdXiG;7@gv)@SRq%*X zTq7R@-oIqkR7p;|QS!e*{S7_IaLJlyxTWN3%9M=Daf*=!sWYIBlhyuAKk>3zAle{6VO_aDMfM zMAda<5&`~il8HgKF=ll>AhaWFLO2fB|J`unzs#2}uR_`de#RtS!F~kY{B&w85-~v` zxE>-g{O1bjz_c$$s-l>b?^(;pfc-rq^*8wz=?@^zP^!j)SMg}>n}7nc0aCLc&a}AB zyx}VHSUdm+0AbbGUGR^@?m@_DDAf%Z1}1VpESrlEZcQ`_$DH$NTn1?q!6Vfq7)L9%%sqqp{QhxNFhmsNGS6>BuVBW4a$(2kf}0f zNJND1xE@;X`+a-=_kVxux7S{4y`JHI?)$o~^E{99IF56!6Le2TDO}z--oTi61=NOU zj=_rsp zB*eSpMw$SOu{($s1{<94DnLy{f$^iGbY-c`nqZIHw|z2##iN69h_~w%qP!$o59_M! zYFsjO+tnBjGGf4Gxq5@%o)GcK(*G8*@>H-UfHU|;pZ z9AMS?=#AA(-Tj0+il6fuv7@?=9-ESF=1e*N6Xh)0?_Yp^K9aIrccv^T@!4nOwxsEZ zb$ARF+4AidR)aAC8YL6bGVP~-{)hYmi&OpvSoU;KAlT0{!6v+`k z?-Uag^B2#kM_q~5S{s}d#>Q;P!2?0mThQMJ0h!U8N$&D-d!^68|34adL zh$VWrZ*eb(i;I6BX)z;klGcc8VQf4)T*l=g*M={GeE`ZzG6Vw9ln7}T;@Q&?3D!M; z&FeNiSoxtQ0O`$c=5>h6>Z)IX>3IEaxSrek26sMV19!XI zwN`Dk0fT)v;3t^22sh=Ty9f>Q`-A0MP%sema^x*6P(+VXaxJ-zFon4TAiKly%kK+c z-z^|^PTgqia;d@{?t`_wBfkhdszVfADV zt@z1ei;=Cw68h>OaTM(Z2kt{KY7A6EG6Mz_tI4T_l&!zd2Ru?b=;4S?k+g%6g^<=2 zOEIjP^Kn)qAbU5$yFiu--ph*;EwYics&#A8DyIhFAJY92k2e$~Cz7CV5MJz24h0ta zU&S?+Z3T>kfj~|s2Z!tu2362p-~Ybxa{~%hK-zGwalDp#Kk)naLuU6RAvb|F+5Oxy zR^FYf(0qD_jFp&9gM*a1Z#??u^Q1X)IW6%*Bk?MM6QT^J?uLMFQ>QtWdMI4ll8Jgt znOSO3WuJ@1!{y~w@R}-0LVP`mjtAidW6gvlCEW$|QREBIe*u`|mIk75u{zw599E(D zVf~Lzv*}#0B0;la=}k}zb@>eUX+R9Lo!T+koZu{k8Y%>MrVzKF zo#>J#8(~uI1f7-j7WcOD+11(C=LJb|(E+{xy2MiDldxZ>*TP}Zi(|%!bnj6vE^Y4x z5eV+~zsHj9A-mB*Yx4rO%Zu}kME*ky4X|!B%XSLRy7+Z26@sXPtL;8Z0Bb%G4_f7u5eq{A>g{fATGNTk zB5l)>_5q2!7a0SL%6;W4(XV(#Y+UC_4t@mh#j{Lfb5T9Lp~Qje{<2QUEtlYltpJ`v z_~|&qdBDfn3sGyt1pePG6enwU?lf%6@%&9p9)P2*-L_4qWAWK!y@U(DItcX&kj$my z8^y&n)(tLY_~7{PR=>o@gD8nMSv1QK8b7f?s24ok1KR=}yV|e){db7V5x$IwZ+7NA zQP=ES<`(uRr^9dCXwK@3#3pbt!y2aMn`dL$=8Wz5vVhMhqQmZ}Aujb2IQILI91{yX zbVhys9nOMc1!7(SU;t8NWt_z7jJc2{J`Q;`3Jf^96cby8@PY|DToNg6KHR3y!x{lD zrVhgWzIBdRMw;E*ake5=XCxMCs9+)*!^6V~nE|4A6nljju5Q4;AzVlnVJg?40CMnF}Ad7#)+MJ?$BF^WIA6LIu z%Eo^GAqTuIFFZYW(|+kt+Bw*z-M@r%`7qp|x3MBdU5CC2 z_z3AxASxCV6{$$iQ`>$2_P3Gm^&G$;-vIf6u*ARfB7(IZ1f|3S2DK#7LDE3V)o51Z zPI~VETqq54+x>YaD2z$V27co6;q8NaK}^Dsi4hc$v(n*VquJBt|Fwi8@mC9L&r@_h;;xVeL?YEe%TUHnOfW4*nX@$pcR9! z@FX4awQJ`P8gg@Qfj{M2I8u>+279+vEOU>?m0Q1?dSiRrPZ0B|r{*cIv}of2%t+=SLA+ z!4)M|Qa=3;)-4$xNJWjk-sr)ebs$NbmXp|j9GGFHg&6W!xW`3Q9fglO62`r4OMVXT z0(?(7Bh#driL=a9Z?WrV{QM4cy#Zn7*oiRziMH5NM74p54#aQ;5Sd`v5NcEqK{gSe z9zgCc10exgvSMpEJQOZiS_(hU2ts{U@oC=x_GU7!)&~FzV%J-I*C6t>?5mSpXa~Io z+M@=iFLEO>y`x+!1&=9m22)fJcr{Z*rmm_p`{)4*6zHA=>X(x(=Cvx@zaDTuYMdAS z)7)NO!9k9ofQk-ayhJCq1YmV?U;D4;S^{@Iee$e}J zQ82BzbV6}Cf7h-&zHU#Ufz4c5SH@9Z6ItLLVx=3T3*HZ5=pU3oQK-N7Cj3Kdm2$z~ z=Bv~|yhLYBq{n>86+jn{b~@Ut+sL2h%F33Kl{JX97{o&Z^6)hF42nfhsG#ZP?n<9Q z5jo%a8X;$Guh8pCR1cpEgbV1`)=tuxQuTWa63#Zq-)n zL$uyF)_5C|0m6O7mmb59r%2EjHOjr6kRY=&XSV~j?-gIpyGOb3M3o9~qaW*rk#Uvn zI(1^S4_3g+F1QylV?>JoR9*O6s&i^nrx_gVAIM6RA zSoFO$^6+;@bGFuFAs}kZ6YE+>G2EhZ1 zU}XdT>;jPONf-xgKu2Lt#z}A*i25xwbPf8E{5HQ6g&fD9H=(2=P79dY0`7VNA?@Q| zN3X8Dg_#}4p;C^4W>m#jh!FxZpkW-u!FePdxe;l(p)d^D3QYoLy^tgWRm6Hn|DS#! z(b73^S=F4X|D)EP!C5dMv1=rLB29zMQP=I=o&o&&i_=q%ScAuqFcXjigz1>UPQY}u z!-BzirVlLl*NISb{1FN!Lf#@K6r^TEy$yF0(t@~jS_vEw7`Krj5?HeZSaa+g9M>0e zOCQ5|Cw>}Y@Y@gqyaoV(@CFXTR)m2c$dST9tY%3%!HQNF_5cwt+{RcIloj6fU@hAb zZ2+NU;gyR3kdvYn>-9BIr(~jFz+bT+UxDISj;)1wAZ_GGPpBM(a7U!-Zi{#qqIX8* zQ0UXEjoZy7Gk|RE?1#pt}I>#Xq+CxtEr@1OP z*(>QuNC&G2R+zWR#o@>#j0UT>cku{G?`5nb5U%*Ry?X)145ClghGJYEZBVGQf-ghi z0XoZDpe7N)>L{X!5j`P06W@o+1yDxEe?bPe-Y7Twz?FZMvfYlciv?956K6!iEpv60 zh3p7V}Z5{{%TM5?Wub%-Jb!$0-)Hiduc zYxK%?-zgjDBu9^cI1qIE;Xi+~HCi|0^5`beEagEdYMGy{(Z}EpHf~}dPQxtlg z$Z43skHds4^E;E1p8;bH643>2aV07JGc&Pk+>aXN4a0Yhl0!z-j=O<6Of@#wK@Va`(#60+=5#XWwC8z+T;Sa^nrFH>7%@(wCkZe}=5q>7H zsEhrdr7%=yEeev%0i5HPMlhhE-QFB&=Do%x)Dk+dcQJ0wN}0dYuQ81{kLA$)|DoBbR8DUM#6iYBap$OY-<%q8QcXhxW? z;Jrn_U7%=0$7^y}aqR)zS8#@W?ugRoBXxuz(!ck)AaO8qaz}au92Sh)JpjvrWD7g) z($BU{E|^#%tQB*w*AB1!aJ~wmBmL0x$)6sM)!iH+wwJZV8=m<3`kDm`ko|=1s4|c> z^_c%r9W22LzX~{x{juR&Q~&F?--@Dp2UH?U+Kb|RYWPnFO^~WGZJ_5@UdTkyN-tMK z>?P7^Ctm3I6k0nSt?NPyCxD6)H81p`5>LizLafK=19|}PU{jJ5;IhGb#i8*FLukRN zx~eL?4FG}nR3+&cKo4l*#i%^jFf0ri%XP%Z*B?JFBs$o7w0z(igmMYIIq@~XQ(4gk z)3o9;nnag*Zblo|wQ$LBOR}_MHonQN~B6CG6+)qwHgc_6itNhNR%U zWIf>gTHiuPfwh~CzIyY9zp%cCzoi_^A|7O0TP>Vizs9uXQjF9vZ2KNi{Rw>knt$tG%AoL<}nrnUz z9PaXw{tzcIkVtV~Me7ca-U@(a95L|010<$L#8nRnkB@Y1W#wYjH;j$Dk@=G05w_zy z=hUBA&6_p|Qq?LMUg%6p~o2xK3E8zr%W$Ra^l zkcA9gg!3w>s?2D}`PT=+9hQxgQ!wY;Z=w)DD{}8gZEnRHLFF!4sOZq~Md>`RwQ8{( zWNWUzzS>W9mFR=l{fN_uWPu3xCJH;{x*phk{O!&HUD((02n||jS%e?|$XH$5K}N)Y z1BC2=`N)w*ncf^MO+mh)fTN6*qyBHBUE}_(EWhGwlbB@OFEJxHwHbA`(RH2eC444~{@(|%S{~5UQ7?Itc;So_6CeopbIJ24cTzJ#cX#_AltOgrSRnLTBH;6(DF=VMz=6R zW=5j1FN=(OAbln5Dq;cvV4rw#1I2(~n-2?_7~c7xBtD6_8{qODBcmSR(?CQ&fF0h~ z5d{>Pn1iKGpnr&(D%lUTRt3Bwc`b4|Vp9pgiddclT64|Ky?SjI=dC5$ z!Q^`&&LqVW>QG`TxcY+N0~jzTmvxj2J+)hdcYFQj^(Bc>VAJYK|>o-Mkns;sK| z@ai^|8Qx}Ya#%duUm43s4Kb3l2+@O?^ZV$>#V!%thZ-jK8CdBqIzJ}Ne z^kI4Yn*jU(5RW5#6U2yA?D$zkZL8RH5bV?AGgQr`Oy0@~x2|+?Lqmg9E$p%#2qOR@ z_w%Nqv9>xhl07ac@E(A?4>Dx|%hhW1x_m`y)*=QVzdl-gOMwpp{f_t?9C-vJ72@Vt zvLvE1XU;7LI}dk|m;p8s!%pJyLU@pnkom?5M;E(X;-Xu}C&WrvNB8b;eAoEmT=z+I ztHWH>HTERMk+krmxN1OTNl9xQelSvg)6l8TDM*q4(JMusL`#(=Mlv4<<1K7GOodqj zF~RR~=Y0xVS|lIL*E3?OYTCG2b}QX!*2}q}77 zI$OAW4;Jlfq+snYk+ZaA4dl)lG+AcG$9I0sjL{}Yg>dWyJ5qF!CQ zaiFu)9ZEG~!T@}sysoa05Y9$9M?p11M&)+rPD6_TrFON#hA-?7+bouBBxSPn{;_{E zL_iq$@k@-aG6qfwM5#-G3Fp&$zhKXg4WIfn9XI!2FFebP+nJ-G}G*osz5E~-9d&vk%uuodLb;cbsmJ<{U z7L8E1X0eq!fo7ANLZSh3A>0)BEU=I}LfTZQNbw8BZg!+{k@xe@yx*|^B^4@v?e_xySFPGr?SYrmm3QLS|&_Pm8W>rNg`c|NlbE}|KRlKv{Sns4zY z!afr;liz+go>z^I#yKhSZwQrKy;|-%nL>FGmqUi%<>&BUjyugF%U$ZaZ{}48?;kjY zo*$!93`qihKDlxEPjy(rUKcUKA!lz_jE>oX=4b%$#rf3PAP0r_P5iTiw-gkL%E$Iu zsHm_IhgqC+I9V2f9Czt7nY*I;B(6Kkg_-6e(E9c}1{i>i zoJv$(@pF`lzrd<6l|cY7=_ z_X`VTo#VM<$0#!M`1LebRmC-M!2lLY)QEr#hi>|Oim6|Kb^_cF!B^;`J%dEKvJl4| zJ#E%()Mr9gMQThCXss_a7`anFYAmxM`YVmYzmIwAGW)*1KH?1Z$3g%7@Ax6=Oa& z7n$5ZTz#N!BldSlCT1>t4dCU___cdA*M&wajOFKI-MdO0b>{&lXAWJ!t32$d&`rU%>(p}+|}59UBGq3 zQ?79=(yZ=(z(8BYOL4W$INS(o^BRlPQsgJX7_k|^kl8BIk9hlV8-rnMl}PE=0N?*C z)1|BMHl)DB9uX4I(&Q50NEJC(Y={V1vlP?t_BSlCg)<@<6z31j4n;{@Yb(i|zv)Gx z+jil?1-X6uZqink_1~4Ha0|Dekin1`7o{A<`XbC^+C9R3AtW~}{YzoV<$=Dwky=vV zS|Kl{{rTKKe-2MBH#>XQop?&4mMauT8B73LEWaqS3vMwI?%Te7ANE|{lR3PZb`wlU zJqrpUnJ9uaqM*8eS~XznJm{Jf5dXGfecrDnsyyObHrDidapVFLv>~q$_IM*DptUpy z-5jXH2xW*+Yl#OKfJTZU`7XLAm~K87IsS!_9&J5+ebcb|6CR$q9KNeiDh6Nqv4-Q} zJ2H*#P1y#82&>_(+UiJkFMfN^PDGfXP!!_rr+#_9JwZYk+#X2Wb=gD{RIR8#vAnm~ zkXh@4h|{zIZRMz|qZ`3U?sF?*F_BFGLvs^66hu)Vq_UvvNyu)%a{|tJ+x<+66Rl{sd@qMjqAkQ6Ptl15bZAZvN7$W^Jg_Z@UFoU#EK0E z+BW#>7YHYkr+#6|C^BX?bldj;n;uW% zN8HJvhR`|``2$5G!xtbsAOxB-S(q7(BtH`^j(HF9OmFayo$;h=a!7bfCcT0iD+h)H zWV~7#5Y5InGO*v*VW-8$wLPbW0(2hA>R`kn@0{$J7%PFy59vg}cP6|JyTkW@{)ppO z@h+|XTefu0oTl3<#t1`Iz>Cm@6LSA7!^}}F+CVpaTf}+7939#XKJK8&!!t_4BXfix z{~^}_rUf`D2fZ%KX@Y6BbQ?xdf~tr`q#~3mZvl{=XgOPPH%+^?RbDqKN8-Sh}O2yNk{pv57~UN;eBxjN)G@ znS$051(ZMu{jZ1v66PMFWFRA7Ku+lD?j}?1pFMl#3>bx&5@NTKBoyedi=K!Za(03O zz@jS@^3DL6;1k4plM9)*T=MxnZdxlT%WkkId<5F)cgE}h1q zL8>T1vP72kvCcjE%bjU|ws{ZO$o;^1q;z&=J|3%;q{Rwl^t{V5DSr7t9>&iP@Muu3$nwtQQRnWiMEI_-7& zhx=K(@3|v%*H@L&V(ZPFnyW+6X-p?cGK74d7AyTe=yKB*gVw58*(+PHSZ7`KcKJ20 z7M0TMySlz$W;rfJI(nZTv#jTT@ijvPp@#jw23b@%BSdFn zu{1vVuSkcitkp)n!&okyusS8JEC8XGCxBFuuC{9-p_vk&xI>6~Tz_4-0Q;D_HzOY) zh!0WlAtgEe3uXFR)Xr@e;W@;Mg~)_ZV->iLuacQWm-H3EZp^d`;PX=3F--b@KF<#G2nJcv=2aNXx{hqsT_MYFGMp@k^*+!$_q z=-dc^hhw%w4 z^lVdBh}eb%|AR>B#K1Ze5t!5<^J1U8+Yp+z$Cc%#hll#_bfmuF*fc%cFvM0I3B1SH zw*#lzxBQ%W?FTT3r7>^^O(68^?^hO*6BS8}D-1Dd7p8!zwxum1^!79tZOV$~MA*#wqdCPZ}t3 z2>ba&{4+tRV7KKQ&kh{wX z3kw}?l;%&S4LR7`XSx6Vg0KzOR z@(djBjLss-%Rj7`4xE^I>@kBk-vsC_(NM&*Dz8wVu>NwQj2v6DQ!nrT!hmnzT0eiU zme-4qhl!DFB=H^X5Mhz91Bg!8uVl%vq#WiG>HuS&E??~s69&W65_|Tg&mD}KANwI8 zIfnB0(+d+0><)wSQg-!uYiArfJtGciZK?CCH;?hl8(1-O^l0g>4jo0TC$meEO{&%r z@-{pu@PAO7kZc^4JPSDbLdR!S(xvHJ4~(wAtKVKdK;z}%n5hm2#R8=x;;joFI_O#~ zgzvsbUjDeT@lB#60~r>xNg1&>l493+#4vEoD4@TwZjK7RUHHIe#VpwZiJ#-|g*gCY z-jH50W>Mhz90LfC(q9P~+Ovya_mY7SxTwAOr=juj@g6(Ph!PFC0~4mnAqymvZh+?E z{Y)rNyyj`kaL+h@c3hnO0mroWEU+$`Y%mJBclgwVgfaMfvyTZh4C#hFK2wj_0a#jofrk^1@S;wi%tf6L1lsDW*_e)DE^ zn723NTuFNJesbCe_jJ; z0H22sqrg)eYt5o_ne(cb$Ay!k7*h1Po6jwGLoOW!20dg{xf)lm=0$^X=kDfa3Q+2K{W*J>rE2Tz>kGEb zVLQNVILekyQL8^?aOYsn)Ix~5go7g-wT2+!e*y2#?8-GIXkORB${VS|hV!V{&F3<@Fw9VOSWGWFA-&TU zEh{O}!j3hQ-o|#XWL36zb)sGR)YkQTr;B9bJsiVmSMXrSc-Sxjo!0;vyXQ~}C&1Um z3~eC&XUDFgo!5V#^BDL-<+x=>8_wXjtL)nsV?9aM8IA=j49vldQ}gpm46W-@n36Qp zI@)?_KTpc}GLv6t@lzk4jh1CkeM+>U)1*}*48u@WCXMV&Nl8fssnzeL6dDexy@pqR zpDqoOJwl#4M43yuxedCvA&mMpm7&`ypbQfii2%X1Yr~7$YjWnWGR)aBH>v4(muC)R z=48Wr{haVC8)y%2qKDu935p?DS*k&?`l5EC0j%mirg5WzoYA1D1O8!16B6~3_duc$ zH)IWNN)5?W0QqWXG-qUkK*|%ifO*}S1%{o614bWo@F&kW#N7%ImIcq zY;T_nR_W$>FVFBA#VmX^pQ6;#T(;R)RaW{uek}5O(+enR7OW8ecB>JSaM#1+19TH) zNDqqq{2o5+NiO7h&}3eRhju!pK3htfP3_MH+u*Oy74VF%7M@t{*4DemArvi0X~*#w z5PM5pXw4V0sLFG4k{vFWU-}SB;t&vFZ9~JLr+HKMR^63~NchyTt&nU+18Q53(@iHu z>d-0eCXc7ia=QmJ-CG%3_h+lpwOaHHE9jiLgp5>~^CSI}Cr=Fe`b52&&7NlLMZ9`q zXxqj}o(HJ9>c|^MqIXRygLLJPc%74Z8AH+)+B&LZI6qw5v7jIFg)W$954UcWyRgQ# zNq&%?qS8f;cU8^Lmn3`mh0sqCa&Oq2KVOZuLEJEJiG6#bB6w<8FfEO#HMoQ;+xzm7 zXt#!7qcDm3PV(8#)R$i#30N_wlJ$hR*E#%{zqvDWzaIvONv&FF)4y%~1s7%pzAa2i z55h~zZ%v++h&U;al@|A^cL_E1uFu9ke*8eMWQ#+%lx0T@QdbpKRUNDZ0cAo{J{#;9 z1!TNOGViz7_^-a+U-{IZyDP5O{hpuhd01YAt5&L@FN2@9aL>tDe+a_?i;cXGoVH|| zb$R(M*}e)bV-`j*vh+#1LxD4qOi2PTc)Q*Pg~Ss#EgOCNR58RrAWd4ZL5F0X1G?6@Tym4 ze@YFXY~Yfw_Xh=R=@{l4MpJ{5JUfVYQs7cvUZ=N>sKJC~Wt%i@=I2M0@ML>`+Y~Xv z^s%OA@tMWsb{{*#<7tQ}f%;CkSyWiq^MM{6-A7&*-OLMz!&*kXo@#3?MnIrCI+D8% z?%SsZn>@s{BYo#dWW$aZUbE&E`Rr3zm8g3tO0M{|L^mdeWvJP^cUx(8>I&L2eEO>>lyk@0yWf=}AH zdJT)5k%tIhT_3U-)e5mWtldKkyq~KS2P)m5J&fHYCo9l2A*kej$S^9=PqZQ)foa`1 zz#3kdgku!Pp{9+_(r0R09VIp%a?*bg@A9Rntyh$`UZ?Fu>~XLs#y`zeLEzRz?jN6H zfPTM^uWx%SzSA86r`z4r$ExTlXKjbh?>kBHwEdRfn%p%xnm3&Yxk@bhqkcICT3S9N z(vWv4VR@+@Vo<+`+H`}mHsV5hea3>bHGwzWVT zxig62RnhHNz3aCOJ4xc9w3^WlOqpM*N&J{friJ@jg$f}F3!|He@D3mL*H1G~JYtcf zjp8dPdk1BB49kq)?51Mfn`+^^hU9)x5^c$(XB`2NNNnC@pT(`acXd(WMq4ikx${WE z_Q~G265jk+mb8GRwib5=?#8{kdE>s()=VLH{AFie5?*pog0?pEeeJ$~F9owg8l5)s zl7;@8ZTl9=w|sk?bcvhXUgv-zyKT3|AY>xo~|KL(=6oky6PQmv*VmteZzz zp-yPhu^6p%dlmZ8S^2jnsfh8R)oz7hX-EwoD^qY45-PO}^BRg`S zc&vlDvG0Qi;b6t!_&B&|=U50Lr0iy1YSG^iG?u2XIN&(i6paaxU41$8IV@@6k^%yR1~Cp;!V1u> zpI9(5IUa|>-K9@<=uVFnB3@o!WPeJHdb-7OP(?#4U0bZFT4DN=X2?XABH{(EW_#M9 zQ>1Qy%YqKGVKj1TL$~9`Fm6cYTIf7M_N027j_jweLbMfT*k(N(BxSi5gqMU%NTb1} z_}nDxtiS2xU<0>X^TAz_YZJI2tsPbmq9$=LhVLR>pFuIiU zN#yUeoTRwn+0&G=qR(TDI=(`mHw} z=-{jJ9c~)t-}tkUbh7YMN^W&A9&npI_nhPK9uKzc{+V-uJB)MFyxE&XiMsD!Mz@Z3 z*2rskeBBj&dYvuZ>I>hNEir3*c)j8Alca(#8j3eug_7lO?`*bhwA3;jJ4O9j~hf6^1i?PMK$ZjX6t>{O6`8v zw#6%c$Z0U{85CtnJ1m^oX~jZ0y~cf5gu_W7HmD}7lWE(1MclpovZeLhTob!9x1H_O zy|NP7kYG2HukVofbb673-~1+=T%7sg!P7NR_yB zG4@b1D_BO5uO!FQIz5YMfoVDs9SE$RJQ%JgFOWXPT14LaIl%;$AHy|1KJ;9HlNr>K0vqL?O& z!u=5~9C=PT?tL2>G}*KaD{4wiTt=(qR7ba-#4BNgF{vTt@!ejNs|^&bm7aWLqJpro zdGOOnUc);e9j?3W@vz<)A~4(XsK_(MmeyCj%(J9+7*%Q5T(RS$1{a2L#t3X-vKXHZ zinJ?CKH)eef30zg6rLa3a@8eEOn$tS7d@Y1d*sfg`L}Ym;*Kn;m|yLJki;)=l=~@r zonoe}p8{^)>ccMtl&sy&l&E@cw`J!`$($!E1`Cl%_BkKesKAU`UwzV+vHX#vCGC(Fr4jj?_lJ zO*6YXUxu$>Pw(X&)L>-Dq+jpDBjy$86)t6G4+ZI7QAx=RIh_9UQyy?+i<4}&l|Ljq zqUGBNsiYd%Q`%2c^b-vqbLH-xNtP|UIaVevm{85kHaOwF{QPKv4ApvY+3QU*SLhDy zx>&q1&G`GLWRflmWj`XI%Sc!F-6G`cXf^gAqPq5pEb~M2{(~Dr?;z$Ubx{zXi;QI!Tx((DHrE;F;KQ+2W-3Xj9!zZTh zEAdo-YV-}|5^|++W9dg;1Z;7;d@csd*9Ui>GL1TXDjh4x+9dFs;rZ&V;wAez=$uDU zTNvnL%o_!_>1(>%WDG5! z%fI3BYfFyb1B}^IHU;y~w-=Jmct4}7hoODeLSL^sTxk*Ug$IyfCAF@{8RyWZ+bTZ* z^me^eO`VufA{%O6+F@Vuox8Et%znI#OKLPr(f9cr?-jLhAnd}*&W&`f!Q@+NV6vix zjdIJ=GZnmKNZ8^F#(NCYf#a`7{KqqoA7OQfs#`Ua>eorO$6ExBb5-ZgW?s&%509uN zC?2sKKCctR;<c||rKU#( z&pZ<0TUo+5o%4P)z7ABny*w1Hsq`16=tlV7yQkJS4hIHP6i_|oq1T)7-9i=*yuCHr zdclY@1L|a273F1U*S_?izqlf3&X-L@A9)ghrHHjV@bOQsPfxEVhIy0FCl~Uwv8(js z$6DYr1`Qqf_?o9zkc3NM^r(bI^HIE6>+L^lx}VP=3k6EKKeC`ZJVJho0hg zWQy5{M27!~=%w|&J~@BPXgSOUBb--2w*?Hg&%X=@uhg`x?e+vV^nLiy6rhhj#-Bm* z1kf*$P%bbl6(|Y_1%qrU_$-O@%j0&nRBLJ0ev6Yoxsvuks$Jf0VtrjFAHpX(-fwVb zVY6p@(8e0=HXVH5F(FzNMK%qy>I_8Ue?lp;{oqPBTH!0Vkv)f*>&${?-KwGCKe`#x z23k@MO^O6dqBz-dm|5^~!><*Kq%`9;#9PKY6xL~zGM^gcRS=^Os=ro)DZX6Oypa*gS&-Cj{bPy|{2RV1BnJVhL7pcq zKU^?CDmL;5H=~uI_w=E&CTVKA+v~u#x|zdZ0nir(*8e*OVDt|{uwvYuW#=eS2wwgMZ%3~xp)GLI{>=Imw;~i-=qqEIL+bsv)-hO3fvpgVG%81G7WtOaxHZ4ofpSWrG$nEg; z(V7=Bj=ol^nmV2KA`UbloMdR57)cE(Qo4)Nulpx2%jcjEH0YP=Sy(YY_@{fTuju2* z-xVvlvS{%fmuThH<$8z|mb8{m{xn<8;EKObSj|#F%)#aF=1h0%9S-|AyB0DS-|DBg zhahW>f0nMremqp=J6kx?Gxe(Xn~d%?IJ_gB4_n+>BHwuxb(4?dhtlChoU-~H*=+GlB%9@HM8O;H@4%$5T^-u>oG z)U}&ku1d4FUK@!^U#+zV_X!!9dDNI#7$=YX%%Q7wR%>9J=ydk;!y6G6SBf2Epr)|G zm1Yk~zbX;&qaSkgvtAs$l(fy1Yefgrdh*0$Bxas?$hxS7cjJE?|LAxkT*AthQ|u5v zz_m*;5eaHMc?f^B(@Wz}nQ%QRf7uXx5-CkMM}yF52bY5LwbDUsR7vTH<$L?YG+6GE z4SBF*r@qi{fxAl$?5=asic@M@X*ld1puE6EoUw1#O#beDppA231_xkfRS+|MgXd8l zu9)7ixBhQM>x^UX%dOcm2B*}1_MCK)zq{htLItt78JHH|U2?rk5xpW>!;o^$z|DL^ z>g@q@shI=$!n_Jk78>x8V0nY9K~#aCcDjYE+v6xpmAo#&YoCPmnv5SjnEJhNk8Ew$ zX4>CdZ{0N9C+;*TZFTEuv>->gS?VI%Nyf~BT3eIWI&!j}O!)ar{4Y#FF>r=SzQ-A4 zbg;Opz=_j%eEdJS1oKV>3pP}GQPTs518h1U8h=>CXkPYh=8$^j(X~KhHeqO~iM-!v zsZ0wOY$Z3FSARS7s`#`AekWBu_pHT2@tM<6?mUW{|FLpr5DAmKIlJys)&DmeU#^wU z{`zc-RBffAwfnoP_nu5KB`bo(+aHTt&s6wkY}_Scb%>U!7mZbu4A(Ko!P zzFjg6@_yls03($6d-$a3q2ZQ~lhmxr@AD&Z6} z3}B{QINT+fHsRppN7uw_fIZS$w|;Ak!5rLiHnnBvKg15NXcnHSgu~}u-(hDWL^1Eo zu38y_=;WsUn<)=1nvL9C2+q#VnpLj@#72;!x(m`dx9%ODyPCFOjo-b)acx)IClyCK z&ElS=zfet^Luq-v4xEG2uFmdZ$FMx7>QSrxg>JKtrbGm#vfp8{|6_oX%w;2iZH0H` z-N#8oYG-NiVoLA7&jJR?FiE*FdBop>nl}5FMh9k6%CYO}IgRNKA6fpXpxGYZY^GWd zy_#6%CqPdzc$~T4rqW;25P2Te1v$dW(Sda_VmbS~4IcfMqM3m=tnTjYkz^(C`HXha z7=xFp@sYl=-T0o0dFM$@(6-Ht`w%mA?QYc^6za5gL&#It#)N>)L-w+kW@mvdgj=Kx zY3Ut}yZKBF)qh3I%Iy&=sBC<Gb&tuS{ zLOU)uxrTT(Lu?#_&YJH-$l#8`%FCNS@o-Ai|AHdXQ*pSID?2Hw-DIfeX#11+Rk{5$ z2dynB>f1k^+ol}1y@yt;DUKBT7VI%+{iVdUD#^B+pXX#3Htm@CKCl=f4B?QhLD$v0c>P+R7YcgaG^ z3*DHINZ|I1VTShI0I)}Z21)_^NjV&|pps~D1iSCMnlZ>X`0 zd-I7K;FWx>+=fa+8@*ZA)8Nc&V#kjUe!a~-cNQZ-PwiXOj< zxY=YbXlo!xdsH#ETJ~C4Tff9m@!ra9fF9zlpVXLYqq;#)ZAGd@i=j=kT{Kys;Ep_O z!R+NP&nKkN=HTBTE?ya#5r@_|=u?LVYpI#ABYkyc4vdWk8*)hn3w;@BU1N>5x7EKq ze*|T#4Ms$&`8G=VrJ2=zG)t-R5p=2B#5#GJ24YkBP8WZ52j=Rnk(|#A$Hs+ zARrDHI7=gOdx3GE8fs`?A0MsgpN1uxuX?u*2QbUpzt--lqV*uDRwu9q&Xxv5g4Lp} zpNsY0bY&n1R3g-w_iIcy8ez^&2nx+7+b{0HR|pvy>g&f9@?1G!on-(ifluj~_y+@R z8bL@DL+ccbFFDb|s`GU6a<}7S_RL0b(#yGY>CzHj-Xv`J51Uv?0|OJZ!|STfn(){e zM7(<=IkfKpiCf3i{uQIchxQBO3>U)aryC0lnLJ>zda%RFb|NjY{&-Cd0q9?y z&^O)d<)Z8TuaKR-yrMTcdj+`VE6|dYQdf(3+qf{}Md_FGQbilr=K`>zcyrk1-KVg<6j_Y)e9{pa?YGrzCe#K-{ z7`YD9*#8E{qeK;l1ALAz7XlMyL^*zH{Cw_nRbSi7+emzv{;%=3^@Ku_GWgQ5;JeqJ zH8FhPs4A8q)tyWz5LC?ie+6W9t^bm!yR3{}xHT5ojq8mYw%?vBFbbSjX*v=k$kDW; z-i>T^xf(#`k*gIp<604g zM9HL}RW+A~ks8cHwxMA#)4cqnL`nd2sTkyT*+*C@9=YMU%;bqq>-=j8{@41jpwope zpHabrT8-Z~Xz|Z-`*(tPX^#kXf$pruFH4fbPFd)izB_$=^aM&kiH%lieuDJQ`B*?1 z!K#fTP3q)Jovgw__IajpUor`N+jz<6h}w75M5~{%v=TvUq(3O`w9o3uI3$K;2{Jv_@Q z{~Y{ich{8^jLsG#9$waFS-?Jdf*2@zj*4EUxJ;4zXm_g@chEjRhnDZDF8pU9vgzG4 zeDGBog)76$|1Q_N=GrBZTq#Z--my(qwnx1dS@r`SkA0nGi}nHYDupDE(gs5kYuOn7 z-4l77hEnrMxz2{K9B66O{(>t=V^mw4U1hchq!^#qZE8Q? z&p&>6WixX#+VaX8(W-yuHgJL=A)pLsa`*@TE6>9GQCn7ryZ8@>k>yBiB+h+$raHhu znO?WCZ+o7ezFk=Z)9CIB&QtyKdxGcgwSgbY$7cS6k}JLNi*)KKxqLo*09_PC=h;Ot zG76Ou9x*6h&u-H41-bk$-w722wZq#TIWzx7ahQ~~6#cRaf`n1bdI|);qgEed|3AOL z^c2zq`#(PleIGr7L$m${OyWU?OM(=H-~w4qhJ7z#w^Dh1(N5Z*Wn_*bbFPIDNn1-x z%f02=^aO@QZMEz;umGc{4hC$!UwTFpK0#YSZ9NY+o(42Lice2}y%-~9!#l^L^P1pe zptzt|RdF1W3B@oxQ0NYztu2;2_T_ZiSE*L1{+)9dmtD(z26bWal)<3`2Zl#(Qmq`J zxjfWV8$8l#Tc&{y$n;24tfDKc}~+peskp1 z#GSb?hh!_(i15Z;*54mhARCwW-VBRbm0p1Ttjg~|P%QSV@3TG$8k8IVNesSjUbQ3S zGX!bGEZ7UoQC+>M<|_j$yjkOGOi!IUrPZM7jX{iA(gEVnGA5P}$_(B{rnoY1Y9z@E zNPQWm3kG6}?l9Nn?;ooMSK-bF&9OQO&KN!&{V8&~9v}z}NN8pEPTgL3jDs#jerZ{a_`%mMh?l9(uRX|UOhZ>f|#1OU{+#S zU7_jF^1)RxJFw)myvl~dYSEbE*Oq=^2d=1h1o~~d(&rN4qQJH37#VRC2|90WX$YMN zjC8#(gW<$`XmNJj72MC&pMI=@wwNopTQL#(02R0|Wb&K9MrCQO<3A+k^XNFG!kP&) zKQz&^3)k&ry$q3xcLW56S{YLqsA!MohZW=-n5`;@K>+1wa-rp??sszT3)*#eTEt#hS?cszLs2vTi)jGOsOXAt`2E_k&~=O`2OcAEc4pgNzwbP_RdK zyem8tV7}02j4rwE9f75#n<3UYgsG;sHeHk-N-;uc@s0q8Ij5)*1|J&epTs`?En8thFec&Wckr^n7~a~W+*5^ z$R!swVkWxQSSD!w0XuA-5{90xp`9Y`Wd#V+1_8xJzk4?4Gd7R?Oqv%oXSyxEkdn}B zER04|st0yYt|O97mmk1sCxR+v6JlL(CQ}ZBLS!T%P@Bs5n6O%1aQ} zpF&h1BrV+#>9}k3vt@vkWfWFLG~8!Z1o`GG%i%S8P_}InrIi{;P5!O9orV`O=9=>8Wh6Sey)th`ROj-vP zt&m$Lq8EZ;TQP8}NAJ%cj(GjGSBr{@F2m?odHVMOZqs+Zh0dMV?0&3@St-L*^6K|b z|GZwx1sx!L%m>g=RlNiGR0MvzkC;smy9CTH!SG-DQi|*{I2A+9fVqvas+}WeN$~<3 z<|Q!h7TEu=x~I$>MG7J2VWL0`{GRMC6y{g0y3QZm6kVBahYn}0sa81(IUE^kiq=ltH@_>{#RAx&he*z_T%uj z0t5Z+yLYC*Ewr1XoTjJjyF%TI@_68#2ArZAuFbgTAI_w7V-Tvy^yg2qqo2c3E~Zzu zN2y8J@X$gwu%WO&TRb2;QO7fb0;FfiEC=398ep$)$dfIjE3+Kgd=EF?7iVQJ7AMg? zfGvm=Ap+8Z4Lf!mAw)e0dE)RbpX*N2%RO0ZufCSo=}+=QF{7t29qWN=RvNQ7vE*tX z%JTxNlE`sV#keg0k5wtlqD4tx2i`ax7I`S#dhVY`lyS zCL*YqgJ>9KuwX=@fFhT8;UYM484(>AbQoaH@3A?5opsvP|70!a_I>a7y!+Yj-uqd@ z)57xD|KkxW0b5Z&9rnR(L`-pThzk*1=5Tq}>&v?J%-U$Ur#J;AbU-qDl#~Jy5kqa1M90RCO%u;U<^HMj z9JkCPR()|mfQAB*XCh+=y*l_?9W8@w3_xHF`Pf^!Z?S!E$DD6T(rI#o-OXmnbkLbC9Kp& zTdcwAlV9Bbr85{3>v53P@oVUR{O>0KI7>-}jf*-AUFol3rhQv$;tDSsklO{3=_%H$ zs_$2P^DOD0bCG@67CtsjD!nS5h31Y>?eTapi-vb1<;nHr9Bg<%gGqUHxvY+T9wpCu zPcVT_M<{PTq#eTSV3K5Okx;eNzeQ4T4Xd~oPg!G<=_HUuyl_Y~0*&1&JWEI^T(p}5 z8p1Yphd=#<6-H95b9DgJs0hSSpOcYM9DN~FsoeTVZ*rG25YPj~#AxEW^3tOs*q%Cd zDvxOpI|or3Zvwpar70oTA20*g&jX#{pA3+L!rba>Y?iApZs`k zsaFj_&th&0U0=6k+pb;p{9dxb-cZ(X(JUxhjsxT5gG9TF`!l*{4VkriOZ~FCZ`ZEG z=50cjEE4#CKjf8sTlZIRcP-3irPf;o+I3e~a|bukS*5h;GQ$E8B#WBLb(W0_jR4~Tw$=>)*MRpTous-lJ z5!`qJhST`qL6?0{YnKUu$s7*otq%@Zh#+2rpw3UJT!^Nrj-krkO~uQ&H#J}^x9&A8 zN*3;ZK{J%mP7%%HAv}f-FBkthsQA;Jk!OS75@EZ5dq8Ya-w;dGW4gn|_Z8z#4NpHq zN0o*3!DrQ~>^*z;vW`Dy0CD;5Reg^d@0`ZG5kqVAgW1Mgeq=R6F|A}LPE%w7``jzz z02K1#w7O_d`7(87g?FlX19<5e&ub&k*T``WUmsWN!uG0`*YE51~I23x#8p%ZR z+vbqbqejtbamki-_InifY2K({Dwe-h`^`-hIy)(VOM=fPbOyB1a5?Qmn{@e^(L){O zJBVNdPrp78 zGmUNMYJ1HrtgR?89KXp}HjD`D7qim+SHoO4A({d=x!7H)If6U}i{h88F^3Ok-Egk__it8+x zV<^iyShj&E@Mfq9PfZIzrP>Gcs*-*0q_wRJkiNX2TY{3!BLXKcXHYXC(}j!%TOc_TiZQ{ z!wiFFe}qwio9Z91k(h40KXJ1CHn?P~%i-OMp~q#f2*_p?1{+dHP!;Vb%X<8+?tZgT zj@#I5`Yw%Lki&X3UM(vv?W>y8BOfHnPQX|6J2sD$C;y?WVf{p37>QuX3)%X`cK5`J zqm-7wrC4;+qo^5zWHH*W?|&FlOu_A9JrvrCaLc$(F1Yn41X}f!H62*J_Lm0aW%FC0)wd_1?)nB~qgYj4gmRJ*yxkCMG zvhUu#>)goJT{{wSVs%k`#Zhrpvkw+C=pYL{nz;8W!(*GF8C)~Z0h6Rp-{aiaLo;8v zp?hgvzDh-1$~pb0|4wWWkF~U~Oh`5-Dp#&pp-^(jgL5ZDm$(Vco6?9F)~MRDWy|@5 zf6HM;T1ZW5Vvt8W4$VbTQO6^y4u*t3_H$K77H~l0sgEt2(r0V7hp}r$Y`h%9#}H6E+(a~8bj8Ci93#FnYCKb(G74GN4NocoYX8C;k-_sp#?#EZ=! zjbdz8x5V60WpIh8*nZzov?xDsFoA_YzniCyIDkIBRdtD3JXhYjXiyW23H@3 zbpE}j>#ZcPL0^r(M`yZvFiZ3pfU|{A*$bIN$kvfi>DkaB*J0<=$gyb>!zc@qFVow4 zpS2WjIRD<1&;IDrxy=rW9iR5`SlpOCaOQ0L4100yzIrciEbQ#tig9vHtY+!dG&`u+ z&fqg28jqcL>c>LdTz){!s!#3$On>A>xt^MoayLtf7L%|&JRrg#l>{CXus z!1K2lGbV!Ow~1)U#kwH~)AF$dKiq&W%3`Ait%*OkB-tTL+4>ePUGC2<4 zJl7F<@Qd2cpM2&Zxj&8T8$t(g2qv^%dP$Yurr~>aE>I7AArc8ydh0&g9m%}V0|G=R z`@vtx<8zn_*$q)&%(6C2_->LMh0q}8aE|dT=@;j&9sJ!QO&`DbRyha0pXJ8!(7pIG z!CN#*`QgPW}FmpZ^cLe#b-r literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/fragments/p38/dg_results.csv b/summaries/2026_jun_08_abfe/fragments/p38/dg_results.csv new file mode 100644 index 0000000..2dc4b2d --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/p38/dg_results.csv @@ -0,0 +1,7 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +4,28.01185435341028,0.06738676691636968,3.757109520744018,0.06432903299197933,-7.2921314,-31.546879,0.09316222861827801,-5.4 +1_1W7H,22.33980283237735,0.06835784400184179,4.584602645618285,0.06394702736821713,-6.791109,-24.54631,0.09360564697608605,-3.94 +6,25.335121586468492,0.07366691967005332,4.92879108734914,0.06934808454383631,-7.045136,-27.451468,0.10117298000737725,-5.04 +5_1WBW,27.42667806650814,0.07344243085102684,5.459196526247501,0.06641757469405869,-7.202443,-29.169926,0.09902062854551431,-5.94 +7,25.712726592278006,0.07981609343440202,1.8869846938417785,0.07012972117468208,-6.872709,-30.698452,0.10624870146579603,-6.3 +3,17.4005114293993,0.06701146878927836,0.7877372864470414,0.061505497563421836,-7.3004193,-23.913195,0.0909585794734093,-4.09 diff --git a/summaries/2026_jun_08_abfe/fragments/t4_lysozyme/README.md b/summaries/2026_jun_08_abfe/fragments/t4_lysozyme/README.md new file mode 100644 index 0000000..c597bae --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/t4_lysozyme/README.md @@ -0,0 +1,33 @@ +# T4 Lysozyme + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 16.73 +- RMSE: 16.82 +- R²: 0.48 +- Kendall 𝜏: 0.45 +- Spearman ρ: 0.64 + +## System Details +- Ligands: 12 +- Host Atoms: 2609 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 2.76 Hours +- Average Time Per Molecule: 0.23 Hours +- Total Nanoseconds Simulated: 1276.00 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/fragments/t4_lysozyme/dg_plot.png b/summaries/2026_jun_08_abfe/fragments/t4_lysozyme/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..1cb5dbdb51f752122255e5d776ef4ebf2a23c306 GIT binary patch literal 62318 zcmc$GcRZGD`1g%SNXV*$NW)AN$x2qFkTNog6qW3(tc;8zg?2_{B`PB$E25H>mOV-$ zGn;t7r=H*YzJI^}ynUYM^E`2LU-x;P=W%@3afRw0(pb%~o`FK4tUjQrs!yTNbW$kP zkLl^~6@xUf)%cH`i<*(k5&P3FZYQ0rDLN-z9M0RjoVT^)zi92`Y-@i(N?dY>_#RPy z8y6P`XE_N8yZ`+PaeJpT5?jF79(rUO>4IdSS#l7oi_8yj1g z*-BRYiQ$zKYNrS!)@Ppml)f`RB{_MMg2Jn^opf|`PJUKbZV%z_xHCKRc8gsueRkpw0En3zJGNj zU+)z@ALV4Nn9-kczOgROA^4LTeR5_CzWdCoT42{M4((gwYB9n`6Pq_uQ9?PoFqqV`Ecw6R1T+MH{kD?q}kW zWx;E&A3t;I)aJSAk;wJC&MF^1yaumwaC57Eb8SP^y?Y`ril0w^slUHxEww-8+6Ec% zY~QrBv>m&5#}*#$=L*86^5S)e(^#of=|i3YnF;%UY@6;qoe1`BYex@;>9<2cb&T)6LYkG3|k?oJWy42 zGdn|&ijtDjCQ8C{zH9sT?Ngyt9C{$PDo7<^wEOjy9?#tu+KiI&wjH^W+CDk>g{$w! zkGEo99_wt_MCraQX;s`70t~Cp;mSG_Xs{Q$xUyQU}R)W^HFjiRo=!zA4myoY;1Iz&p-WPz2m&p z&Yel-d|X^y-StXKqAU2Do0{0}-nnyNLXw|f`Sz__TX_^Oy=3vz)zHwev9uKE$jZzV zlXvLyt98aI)6Y*1ZqA~AOs60G8^j&dDU%nPNZyjh(3%Gurg}f5iq^7P;hcj_S&UK(`VfGLA9;c+X zskN-EQNbd=CJw6_n6O)aZ*6ToPOtp(L^<_XUcJJ&7`DkPuW3$d7UuQRnth9*Yqv5` z(GLv`3FSp%tI;dZOn$KtY0JBMmFXl76z-;l_hd}%PLX3zSn`*~f4pb-B(gr{b7Lbb zuY#w6Whc%|5G4?&xgt86J!w=+yR`5U3PYxT!P1!j=H8W;4w&$t&E0Y=#QUmXX2%_exI>xo|Yuu*#am-E0b7Gr$sn2Tu zC7-j#TMpj#L+zoWsO;a*nCblSvCeH7dtStLe!D^H5w z;Fm1z-)q~~DxIofX?|jSq^}?|Gqby|kB%aHX(qdNCpn?txJyDq!ua>>S+{oUp}^Q! z&d-_0S8jZ8!`sQ~XWaw6{0nBMPM;Q#l{K>Ltb4F`tnb4H?hPBXY2OdG7wzX~IkB|( zcXVQ+GFI&PD3*Y_-gS1|nxc#qX^h`TbH_R-H@7kE$kx#Daa9cstBL+bir+}dJhO%G z-`v_c)gxb(9(X={_)wgA=6M9iY)`lZs`O^(xc-9S%;WjN%KY214{B+JRZdBrsiV}a z={|Psm{V!Q#=UeD&4UM{Th&QjHYJ@#ZHLGBsp3nsY$%*!JR3J^7w%!9U(wSwYb$Gp z3QajN+Eq?U-PbSAtTaT;i@6I63sH&7y2=Ce9;vU!+N>2+zgqV8=GNr8$?+fB6yR~+GSsJP6J;yI1!l>XiRe3{5`+Mw0bO#r7>fSf2?<@J57kdwW&UBw1 z-iX5{>CmNIP<`+A?V9$jh3<)(cYgmqA3Bs6&Vdu;KGqY|mbHdYkwQUl`Tj5fS0T;y zT81_1Mq*+j3me;IY>1P6wRbeNwQtVM$(mYY@x{be|N8aoto@goD8Yo3lq)Y^%HEfA zWuUNdab3YVrMa#oEbl$%B7bRy#dmRbtLOCaHQ}S_UHCNgOiZdNhaNPP`ue7or7_@y zt4H!GT)%(+DyNvqiTAN$4NW(e>h&iFK8^jjWkEgDNlV-1%e5hxd84p%!Yrj=gWnD=U*4^em5N z=i~(D=gasl(dsw)9?v}+gx&d8A{Ub+yJndQB zV{B|p)#c(uE{>b5Bps_*ah~(fL!?(Vghzy&~z0kg1 z+2>`6+sMP(UbNk+BcC_&@FYz|u9KqE)6?6rV@KKI-}$N|&5XU>-Tt^}K!c5&Hf>^K z%-m($q&mi&e!YK}9PV@I{W#pgcXYw_0s=y_b90=snMTq(nJF7&E(Gdst3)|f)NYl# z_&a2a&fTupSJrULI`H4PapRPD&XyZ@?iio&PPA>~JG^qFtw0LRoKj;kv@lY-#M#OC z_miQ;f#37ED=a)bOn?MB_jZTAE*4lp?e8Awg&Wp$v@Pb<%XqCs=gwk}BbLE_qSzxf z@7~Sve85U1>IZkD3q@;dYwy?B*Y~$boR9Ed(kbO^pB6ipuqz71(dv6ml&nkt^-9{y zU$QKE(Nn6%daJ1@3Z4@zBT_qduv{4yJDzusxpMN;p4~GD0opfZs_-`oEzxt>AB1*s7|4j%=T?K_&|Y%_`^k80qQ#^73|n&a#jgzV+;xq_9D%U%q{(fP}@Hd8HWGo&y?+~f4}ND)OqJVEOVGx>7i&y|79y1v%h24qhK8=C zAI%`Ad&`zB4$jW6m6jF)usu0v`k!9reLvY##fZ{xKKzVa)spW4v79MMGcz;nW9BpU z4}-F@BnCcbhNBlJB_}6n#RxmNx>ftwJRZx;WI*jix2k&O>&N3c)X$ug`ybPW$%lTY$irq6QP=*t>Uy z&8y6E3ikrv>e*HU=_l>$>Ft#~Q^!M@t*?yD$BSa_+zCb15d^B;b?&ohW6)<@L`ZbG z?N3$J_3>8K5$-din;t6pMidvz8y!F1i=(_lMn>Y-U??5v%vyL^)PbI6 z@Yn$#Vfl~d2ifue2TnqmfxeQ6h)7aO$|F=Rp>}p$jKC@s&&yF!toR7#O*)$d^hJV4 zocK{1zJ2>9)Xqe%mkQT{Tk^fHkD7w!_sQuYKI_;mz<6bTU9)zTuA}PW&z%BmeB!nb zGqOf)v6>NIsVdl!f1zEtJC+4Y>qy!yx-pssb}5$ssO>ho@z>raChMD;nyx>5$h?35 zeuGrqeb$pHXMU6`?OavyU6fMxadNG0l~JxYzku*H_j(y}lh(zrD&Ii)TwPrLYH3Xe zbH_5gteNai zhds;u@X3i;Ah9WA`VxQ~YmEL~&SEvZpt1B>no0dWRfCp)tDef<6xj9PVa%1Pl$&F} z%_80nY!(pCAYCIQL~EVSs*c5|1G4io3a8`Tt0;$5fAIcyL5T;-kLRR&=&Oq#l0Rr@ z{8v@gn)SbLC4`o5sImBT$>B&xFD`Mze_xJ&TkduKoO8@{P)O<%!l}>!PLdsPHxk7U z+kb_m`&!nRHUGG%P+&PK;=+l4ucNxlQcTr#NPo+s_XjMC0XM1OAcF^wT$Z8aJiXwz z-A-hmb{Y8=%Yz#iC}hn%$R$=*eP;P|&_%aYpOy|kvPX72GY}Axeg$=b1&Dx{{;QKG zPdYd{`lqFBKd7VAJunb9I_kiY|B!tAyIWR_tl8sHvz8$_PbRy;dUT6`Fh!#zJpMv^ zVgJ`>k7|eBndF^c_xR8Q1^{|@cXvYLG$MHXZ{6ZL_S7^KWg|WDE!pA~(wp4FISn(8 zJfnV-xBCj`>)otT72NnuIA!Siq8An1MmnmdJAKzEC@9>Q_h19~r=heJxvd#$&981w zJJOhWT&6k0Fzf42^0{w3I#51u?iA~8?M&w&AW-Gl;<3u4q!Y7SGsjqfXX9kVtBb7xCsS z3yTCf)$$_3R(I~aVf?10Wj!D{P@^hd!kGC2NM&b!b#*nDt)wj3HtWf~oMTUUAW~ji z%LGtWjTRLJob>(sDIO&s9^Ba~bex7{Z7wjJV+n;gixf(5aIn++5S7^?w~??;cl@3? zQF2k5u}-_j+fxqnwG}vPq*+}K2A6UWXcRqrj{qL>7B3EfzcF>UnZiuGKN%Py`sDARO;45 zrv%fWk*{BkazBX`ewqLF;tWGf*3k@33O@)XP{huWd7ts`t0-vC>S~#|%>u3s(Os)4 zo^sR+-_M86rrgkNH_*r|-@A3|N)r}3~uJu=}*i(6jyhEQJz)WiXN!>U`IoXy~3^`{%X${CW3fQAbu(g7AhX`rMb`_13 z1l+v2R?cmh2|b->kJAd=p6W0T5nU`>eUl6pUH|?T+L5BA()8K3n#~K}GKJIcr2eem zk3Atg!d()x!>&b|{2aDT12xC{nQzxJk>CZH&)d6a(}-K zMHwVz8F#&Zul>mk0$!qJQzdTf)7;f3t)FB*cfNELHIkl%K1k){0h!Cq+7tKfJ?g1& z+XSj?&W;|N?yY2C=zvUA^Zxy70IZC0XVlj%#Xm{4)udwTc-I>u!`isCW4S|cTrNNE zLCW!sf5o4ntSeKV>}cD61=-0)Wt5X4$mo*X9a5PCC6|Bd?Q+*zK}|)sYgbUoA)nTD zI8j=3e7n?fMh*k6wkF))5WdlJ?6AHE0)iQlu_d@AmpuXV}`e400qayxtn zn#cAC!t^2h*_xmPX4FeLF6=9OH?YJW0HWcv{JBz1KVl8PXPxcHd>HkvZcLJV#2?Ea zMz0|GZTY>(wSoe|X8*m`a`YH4epavXzZbmzwkmKF9C zS)RB$(uv+IFRWfcJn7w@t?M3Xw=cxhk_CE4_g|BWDzw!frK5=XQ+hYnHs+-B-aor8 z`din7d-uWtL~?WDLQ-?OYX}6emDZu}@K8x;-i;U6?GCn10ArXrA0W4yzpO7 zy_USHe6NDYnimnTR9q~B-wlY?{AB8wo14P{Iz6)`(aHZ~9TC0+ZM8A-?7#|p=yWl00eDNx z<@S6n5gnf*Ke+DX)mL}0rq6CLbnr}WNgNMczR%LZTUL%d%X~lFTS@Be^3rPV-{CG2 ziFfJ$(|!3Ixo3Tn?jl)FXzhW>u3oKw(X*FTPmg;&=faFeFz%3m@JH_A7{kwK_o%65 zsD?r4X!@BsInvzg*1c`7C!kf;;Iyp@ZoHeZhh|+3hi^UZLXyWnNNIiJF>X!v&d=pp z!?Cx$ajtl$rCACw#PNk>yeC?j7z=2~kw~w@kUX-_>0Y>Y)%qbNULN0eSTCXXkYrHW0=8^y$+KF-v{->`$CKC-O{3 zLt`aA!b-}0MQ@W&I-3*q|CJamAv*gXlJ44fm3$Q`1P=kWZ&RP>_}JL}(Jxe*)%OLC zLTd9#a?JB{Ad6MBwr(H-M}hOt28eeB*0;ot2g}%ZY%|CLHGO>WPU2m4pUtwe+>{0g zWielLRE7SbS1k^l&u;}PbR+sbw=8_h(FR999#-nE3|;H=9>|CZt&ic8t(DcI@zISO z96_Hl3?D)D4MD%uNG%b}}`DhKp2>7J_U*@}NVyGL5gJ$%CM6m^1b zO_y24c{@AF)3w}B%wMgC!*J91@#f*#LkABA-n+Nq#?70ooSbxL&iu6eazHhiXk#E7 z+preDj6GzRzALm1avvD78WrDoy8hucU@}Xn{r#Ua?=>&hd)H6no^=loM?f97{PNVS z9|-K(fM8a7hpENS)~c zy?z6~$-sOX=sPkgX){GxU!M&?x_fX?q=S!}d)wlY&)>Oj91fdL=^Ph2OIE{A3N6H% z2t^19d?;Hk{BaMq(Ao3*9{m&hX~N)QM5LrUmj$tr+TA)21eqOO#zr}l@$vj)OTIiM zYCoQu7F-rFe5(2BM^8`1s7{jq3Y7$1qo!;8lV{srN>aL@>I${7q3nHN?lApi>Jhg1 z;0Cy)m6a7m8PxLX)ufTEtpamx(X;1!9=(a~8W>>kSJv&i6&u?lVSD1l34hnsQ01?^ z+60ihfP<8R#ukz)-<{(u4}mYveFqEXRrh&(%|5C1rM1Y-KDW(_R9ut)>bT|$hn50{wo+d{D20J2 z8*sKPnm*tHgpY#!(3HLTnooMa!6~Lr;cSmTrzy(y4;4I+T2U&Xflk%9@(=loQzhYI2M3Vnl8$ddopbJZWtm1W&5Gs!AH)<-4 zU+6>5zJjA~8fRQ4Y){pq_^WDl*SJZ-jA9-e8zU7mCFM-ifUH9oC05)l4DOs|N3jQl zn4pXd5ja2z1`61rv9la}d=^O;v5`4q9@E;hu2m45_*(%!8hzvXb&9`oeC#eCQ!}$4 z;`FAmGxPJ%)v@mqlJ2P_?Plt%%CY^pg;Ey3FCcnxWvNN-+0p6gY8>{lsiEVLIClgTB*4;k@(fxw(yg{|T$GLSuY3ICp#7%lWyv^c-_*BAZhC$2aVI zK%6apmJs{*&6`ycScuLB{L93|bmGDV=EH{%n-;t4o%Vn!R}jh0OizD(80cjLx(&DK4czYPIw313_pa?0ATW?H&9)ZdpOF34Pynhr z??Ie{Tn2q@f5x#)2iOxRYa5Amq%zrF=&Ic}g~bqQ-wiOF2$mye@@c_bpVP-Ri|O2v z$!n=n?iqDZnMmobtg1=?Z{(J=Tp@hyNeIkcL1AHrm1}sRdtE4AqI>-`3*beSPUD z=sEQ}^!9D;(9TZ~^f;i1JNeSlhK7d+KsbO(ck~890Q? z>go=OxqeAMsx3C@Gmw#0Qi1JFPVd;Zr4$s2QMfNxdG@ejYsMv;#k~g&XJuib?A^O} z*=DI3CkkiZhkI6VQ$z6iA|g%|@05`-?7tYWdc*E`K$@?mzDj-z)!b_~%CX-PH&cNs zNJW8z`noAun-yC6+O=zwTjFlqxD35v6GR0@PSLV8N(=mxd$PTzFN~E5q-hk~y~w*^ z17m`2YV)m(jEuH9)sMDeg$*YA2EJsip}0@|zVmJnYLosh9i|TD#q_@YckiYzcYtFG zjT4<&rHdwgK4;FH85{gPI2gXHfU95S-t>@pVXV^!-K4+0NapYkFiRM`A@t`P`7WBZ)=}7IPoV?!De8^#b;%$0W6;w>Ey%e9m!649uyQrMcH!r zq3D>4AbiQIyb9}41!Wz3RHFuc7iJ_OU2R`P7J!$s`SHWU*eN*2Fg)U$CM96G0j_ZG zy(mi5jyrKQuwK<192{6p4u=UF3U;PPLtkDLGSHYg1QEfHtw2s2e4j~&x#QA(qi_0Y z`a+a4$l#5|9)GCcPYt(kAQ};NbVG)rM2<}(HD&YV-`Gee5T97HW{ts9({+$)DNkyG%HCZ zC5kds0wbtkcV+A&@Vi7N1YHI2*_71-V-B)Mo zc~`7l`TFhK1D2gA9q_G!QR2drs38@@3h_k89yeR|1AP{QfF= zf3Mrq8Yvd@l1r;7+0ULuwQQa9&`?uLz@}!KSG+Xi=esz&vOZ4f3V^VwsVRwmq{*Fa zPW4Cq4K0nlc8!)ooJ>l#_xwdwHMMROHnp>*{S`G=*GVymretIsPntU*3BfD}?%1W7 zQL2q{F3Jz&Tn)^ZP;e*_I;qbb3JVMl7TCLY z!`8zORbQO`uz5;o>sFeYH6uqJA1sG)- zaj+S&>{qrQc}#>3P1oZ_MidGg4*yiBdLP6ViQJK@a4zm$XQOAl{FNzue0&Rkr#oR` zt+k(?oU9^g9w}PlG{L$n181Gry#5UIlC}uhB z8ZwPhJyOSEZ1bV6ju~>3KHo(wovOb6jmkWjz{m`7?Y;Qh&)?tQU5=eB^*{DMIq)%M zO<#RnB$~IVSs^@|HTZSE9pOz`Rr6;KVahz1AlS+{QxWAIcP z`~6LdN7jKdH8nK@>XJ0|B~|ZHjjLg*E)_87o7Q~$XZD?np|Bap6crVF?BaSS*S`Jm zp$ZX!2H>(#px8{4Tov?VhwnA4kT&x)C&Sfq4B_;RDSFOLY~OwUD}|!(8i|q&BUuGV zwxh&59Cl0vmITEITGI{HZ+t#8RM-mY2M;n`zI?e0zF&6s4x4l5UL#n8{DKDPOVmjLAWI7T;|jXJz?Lm^fN-Bbe&!Z|v79fN0_vI(^kU$2kh_*V&r<4`3SNqWn4m8_pRlO_+_%yl@>+=Dt;ip zRy(BTp~#1me4vR4T6?97;KK%Djy%O0L zDk>^F+(%D@dUJ`J>K<@+adW!@>I@pfx^d$*gs6!3dibF{YgXG+(Z-qrxq#0I%1J`+ zMIE&S4*Xi|A;q+Mbt7UOj_ZyV`y@tvhrgZX4S$5KGo1I;F3$-Y5_kBexLpN02GTQ? zwRfb1^6Xo3R#7$|6Ojn%_ZSH>qo-$PeuL$#%6Q!gV+ggC)553`$RU7kH4vQP2?e0b z?B~xbV8&d(ex2Xh_0pXDKXY-r>dnjfnnic%j9QWz0^IiSo45@1mI*SrkxbYRK6!T( z4Z)jyikFlR9=vKWdwD?kD*P})G#VOoUltYh0*v*{yToMXAI&%hg+7Q=No@Z9V>F>l%RinDv+URZ5zoy4Sc$cPNd~+BL_a3Lw zoct%t>cUv)Jo9st%;CAnak&_mb;Y|X(LAamZRVnJJ^c;)ighMzb{dQLh4YTN^wq8# z+YMEb&v!v@;cHqXhrumT0Eb%)a^NWLf9H1LN-9UZ8^t2RJ|9Ou#@)kX6HXb-w%C>> z+v^Aw9i96NHqSwrGiuq)ST!Hjf<#;Bw)wfYP3cEPDAzrwCU8V5yUmkSf*8=F*wLVa z)xtRs(2n9xhvre1ydvCBoQPK$nsv$9NI{kMgUfhz{VpwmgG;a@c539gpNoDgYcWD5_$NZq!k^2DIp`^gEhssU-&Nh zq{RuQfj9&2>-qmP9bfGJRIXYb*6>;1`|BcifZJPH_fh^g5gWsCPZ9v^QcZG&5jsIF z55jvqI{o49ZK*R6FE62IllT&0c-yycPc=wm!<+3m|8)ln3p;6)oh9BRJO#G1NltD( zQIx{N89{6}*A4abQ1kni=L3b1yN-~F1}dm^o-43}tm^>#{Ra>9QVwl|jLEb2A`|i~ zSF*CQWNQ(^ipK_n{#%Lcl-@s~v-Y9F@!`R2q(G5vp+V}6;ID=}yW_}FbVCvVcD`j~ zYr2h{^Otuo06fh~<}Q#rG*&va0ih`oa+gZHy<}x&PrMFZ?GCH#?rys<++I>kfq8L3 z(WvytRo*E;H(TgY?Iy;0yi@-vS1}MY}l{?-anP3q-01~7>OdF-F|;4gZHJPqFPS# zRJiO9W-14IX~bDTAEkhx1}gKHLGNU=^FpzO3PB|yA+a#}dJR1?E?2Is6crOARwvqT z4^Zyt)YP&5-1x+QF2UR6Wn-B0kbG^K1=o>N5q=ps?{AHfap4pX zd&ayStDq%%>a?wGC?rY}NhA&@!aIUK=cC~P9=b0}g+BGWtza#{1M2=8=%S}Oq*@Ws zTCrk98CJ-5VQeLSAONlLt=-_vSa0JiFSoWrS4J3jGQeZ>FtiC$)1MYyNlRM}L(RKQS#}BRs{v^lvb>nWlm^_`+0wQ!Tb^O;a@WP^yjL_|u6KKr$`83|>dnaqKe32u(k;TsPG zLF8rr3Rq8ueT3*JIs1P$MDhvHjEjtOB~Y1G zjH-5GX*y*!oHh87%WCzH+r*wpjTbAs%FOAInn0`@)nsP!HhO!osgEaJ&Z9`}h1$3_ zMi0t2notjpMb?cAY~EYYY1ov!bSlZ48Zg5GBCbq((!sPLIg^3e*VoF6Cgx>d?va(P z5t9KQa4f*hOzQ=3{lPmpG9oek@^Z<--@lA@zMy+V7{sQEM*+Zlpq&a&yhN(t($e2) z9DGH9SiJ%#Yp}r+)e#$mcp2jx@`{Rzw4-r4l|j7qGLDIHb92W-y0JmLgj9NTfS@{K zZe-VIW@k?#+RD}nv?U2a6`l1p@(b|r(DS2@N1_O}`4HhYZ8zff|5)iN7#+yMsv~_R zd9q?fs8iy!<~|E#5wsr6TfHke3?Y*7eE9P?Nn$Kt-?aZf^`RUQ3bF;Txsu+gYiIxy z@Z$UiCnRiIFKy!o*IiIjQZM~CfJXPvpDR(Ql3R|%_D8$W5M%Za@R5Sd&Q)tVPxYSR zVwBEI&w5^HeR5R%I0?}L&f&pD=xsvjaze?l~f$UBzGGruU4<%pod}ogB zTG$g^um}Fj-C?J{!EtO2E z_VeR`J9TwkW>YT<3wsd%A*|6L?8Qt5%i6U8s43dN4JUdo7w-loUyU>fH|7c|rx1kKrY*r5 zxeT>%K%v$^ROSBt`|NW0&&hxa($w*gQb{L-8p1Aj0ic#`-(h3zSkZELX4x*k^bg+K ztz+4llJx=tTy1udUF&X28O%!d!fb)a=Ob$&0^DhZ1iOYp6djeH*CHdUv01yix(E;g zf;jMdX~Gq_gZb*!s}68AL%;aoj^5tmyah^4woRizP+jJB*`fPz>+Uy@5X7)6liq7p zh2B+69o9F4f@n#E6F5TTQd1XlPW|`GPr;f6uGNV$|h4))e{v{*Nh$8{-McwA?K0 zCry$VP5M!-7RN|}GbEL#p}A|wxRc)MxTE8)8-2aK0oc|MR@U~|=7K4F&9~<(fk#@u zzN6V1QGXOCyw4ianglf>NZ1{bV>NsueA1kaR!vPqEl6ck1g`=EWv9f7=o}Dy(lZ(w zSir#4LGRcVr+~3Eb##LA^YdpECNM@q*c7bRRQ+VF1Xm)jA<9O`eVVOZ9#MxJMp;*_1OtgCxn_7d#ijU@XN8M#K>yf}5-83N~#VfG8q zrYv>5Vv*PtA@UMJZKP%(`!ZGn$ht{XlnJa`zpw)_^z-e79OOQrNVGWt;=Fl(O9Cn9 z%joJ|5Ti-MhCE@Gw3zxa>A=m+C2lS*1XQwndc&8arf42Gun$OaY+=@UOi@r!kiZx2 zou@SYUC(zEuR~E`u&C9QvDWDB?d>HK7RbiFMnq>I_8J-oKfDi5PtP7Z0*vOShQe_` z5`h?dyh@<4`eU5pX~UO;YnSsRwmX*H>2q{ML%~!SFct<00uWzD2(1wt?`vyohR~%> zpsD4wSv|_#kM6zOx32u;z`ENU!c;%5xSVv;asAJcNSBXlYwe&DBD5x8d18~K_ ze`E=0M0>)mCC4^-nAaS=XacG%h(@Z>GXXM4L!<~yt*D@dv2NIKykC^QaiSk!uL1%a z?rTs?3v4%qKw>KMC))$4Xv7fyli?u|@`(%iaw_EyQr?DMw4%ZUvI#Ss%6> zuen=QUA+=Px35T?5ycUL`0MIw4ZEKk5YLAdUMt~x@Y#p=@AqH0Aim|${g4AUx0GW% z4BMdsor8EmriCu6;4vR7G{?EXVP1vJOFU<6?ioz_HK0pUb1lua5%m;k@DUIiX(lM; z#DahhL;x*-oOlj%V<8pbRTaQfBLrRI^mLW^8|B!rqQqu9{m?3?uCA;ky9^eVNYlX; zM;TYG+IQ$sg#M$^#4r3ZGF(9Z1XCV7c(CD#u@nJ-z>EZT@041ao~b5h3JXrAbkG>1 zVq=3rFuL)-M8}4YXV8(~6hT5Anl#Hc5gOSgXv^PC+Q!k}Ov8A3u9m0{x%Fklc< z1|s{wcp63IW4mkJ4H8MAltDjb6ch1$pdc@wq{yY3<-ITK#q;US{7t7A zM+_ggR%puD#3T`JMompk8Hg?Adt@|x$wb^7fOwjLPZ=w5v~uiPIT0xc!0^Qr;}-^B z(sm|(SK3A5Y01leu%XU}69$_~hnPAH*l{HHW8Mh;fM5drg7;$Q&Yor9U+OUTKn#H@ z-bh3zLknUErRGAoO)J`1OuCe`w81YuJyth2lv@{i{U4jfhw4t zIALRBRQWmmke){OSxcUyU$}&vci_aZ4CW+hlJ4pl$>Z9QFBm27||sQ5~N{C0;=3-SzP?< zRf}m>3d!V#dM_?6Vvi#EY>*dTH9j|aPTpt1=&TpQEHDP*F}peW(0!txwWp^C7bVtl ztklPwAR*98L;~iV!tnQ+m z0MTI+8MKE&hYG5K3a1Otmol627R~7-x+R*^&D1mS=E&3xTpEKa~j|y~G=tGb%RFVD2zR)gr zr)D0qoV@>wL-h59Q`t}jeP!28p0l>0eZOt%MX}08=+{7 zGFaiV&=y&4b-p;W2BnFLVB{f#Qw9@&?>6m)yIS(?Ba!naWCJeeI^xGdgLN5hTlYx) z+6`HC_GSY~0bVYyt>$`W6E#^tT4PJlnOH#v=&ti6VTOv>)+Byi+%gLv4THczP?F-& zwAm)-XJ+_en8Rj{HhSO#Ty4`?qEL8ohymr$00a|gj_YtY=Yv01m^*=duK{bS>-%?u z6QwB0`f;n@6(3e5l?8Jm6<@w^sjI6y4aQC@uG@W{n^;2#TJ)fZB1SJrYC5nEIfW>W zJF;V z4UltHV74wEB%Bx^7~K<_R4jEJVmBA zqWnc%2+BhOz!&0C8^BsNmuQ%=!j^&y!bVacD9@YVrr`2Oqy!(t+T7^tb8E)u&!2bo z_8#dv$el$gFN*PNR8Bp}okZqy?yF_()V6p?AIMj~j{jOSFbU=Qd?XckyBP`Z zzRB5n#gN7-=0UF&Q%7=mqHhZJ?dz|yOA6>*$GU1Z#)u@cT}#gPUwzTCs2OlV6P{EWSS#LJmag^IC8w3Qz9?b!Y&JZcZ8^GS zu9$e@WXu|pgw{qGdqAUAX4}TV`z5+ka$)X*oJbbPT#>9m9IXvabcnBWHPZMVMwe{1kfS*K+ttd>Qw} zINfC{rYg(ue>THviLV=&Lb*ph#6LaN3Q>K7?M3-BKgFSNty^c@q@%yAw&-nNp7BA{ zTD|q&N%d+irj8^hC?RaV*D+R40tZM$Ax_A|tK=j4M^^6}e2`6uTAaQEyb}8UtqIF{ z)I0b+OjO$ooMU;orJd z<7_9&Q3xD?a$EzZl2wUL0c?j1;0bt`smC(cm(27qhFXFCj^a4JKVOR3Zj9KusD>DJw6XOyHOhqkuUofj>(;GgvLB-gFMXF3FOGDGjfF^f0E|<4d3niuO)()d z^&0kGC=@Ir;sRWfp@q?*{LZlV7}O;X5eSBTiH>#^f9)mGHEevxnbDJg-^$t zc{?RS+Dg1Pz!DAyxFZ*e0cL}QIp83YyU;v;#Kqw6M~!6f^Vk{~d=ZBsySYU?>k{TQ za509IXBcqV_Yt~ECD=$`Eem-I9uq>bGYp%WQ=6Q^_PhBYCoSERu zFOvGkuf}({-_*RhMQ3w`k-0f9xl}jT0~G6pkJIp`0glapdidwwVgi%ChX#bLa1=gvAzkc)MQ zk5rW7BF6@^N)wSN!ZQZUqFMwJYv(IL8c*AFz;UCTfFuLEL}KFpxOpis1Pvv44WIb4 z_WJrY@N=Stl~7C(XtaXM4=LtQ!cVcGe^oBJF}iDr?@nOR0b?VNO|;c~Nf}Qr7;_h= z@dF`4?V_SoR#w)C;+zLSQnNz2hp-Uym5ZG{5FxTI8u4a17ZAjermP>osgJy02l7_cy>Xu zITtd|2k-2pr8vw@*ap=dXGfh=gD88_CiUT+-S3EC0_h+Cw_@AGYz~0|eSKO%&562w z-U5-^vbiP`S6p8r$&}U;kn^B%;f`_jtNlQK(f$4>_Ma}D9D=DHFHH3muqa;&J3BlS z9fTaHUV~RVI4R_vGGLgh*75Oif-_u3I?OCvGBiYXgCww|1;jEf9bxZrDZm{HlgOw5lK&a zHpm`isP@_gbPJ{>ytr)3xT2S;`BuPid`LD)I4KbI4i90d;Nqur!G@-c+Y2?WNFHfF z1Zn(`t>q})xZy57EBnX)ria+0@aPm~CEB1XM5X{YBgQ;V0u_aT8fd85WZ1fzuz+1> zo0Z+&Wf5>2#jtz%+qbKL(}c5i5VUbhdGP+;+;I||q@p0~&jn8_ioOjGrGaj`0WKV4 z<{6UlShcDg*(L`(GeG*>XC};_ktdO?m$`5i{^qvkhwy4B%80FmHEftPDR4@zoF>=- zp(coqVFsOle%6!1L_R9awrx2JBw8>(We2r59^gVvE=4%)EW3GB;~!*cdQdA757#(< zUKCHhVa8)&##|nV3|tN`Y}3&WU{vS;Z_w6Qd3nW4wic6=ADks5F~V>W2R7b%_|UwIp*Nkm z6Q7Ubw@&JG8PG3qlt0ibDGlK8iDcx#`6n})r1=R2C{-a55#(1oLM<7ie+e}cXkV{i zZ6$>)8Nv;Xfa!>jzLxxA{6LnNb^z{Bqbw@|S3%NK@vp{RCPC9w^H*}n?0y=b)iofQMg(Pm z6=@Kegp$4z0fV)~e$(YnnCK4yTqx0I&5m)LhCT$B5H;X6 zWcINSGM&VYWDw&#ikv7MAhN|sEC{}yO2PpchKLZ82g@+?%7?%iw}P5iQ&;x}jvlGqHL!(-@uro;7cgW)yk|_DRT_w>? zSGDQY@Ysb2K;2&Kub1v)0s!YxF)_4CN~J1X1tkAL&_C4bUNmFGK{-q221LkkyAvOa z#dQ){K@2h~Dhg8k{#TxpJKz-_yeqxR#H3hJMK$RFCQZT(c6}~y5 zB~ds|EH2E>ASBOlsZ@Aea~r>s3#pFeIZc4rWO1STU@8HQJ~eVzkbHBSJ40v{&K|@= z$6x@9PPBndRAawUDKB)Aw37U_OSn|vOq%OU@IfN z&2yhp^#s9WGy{uqsC%(tNe+c*?4*C=P=9^pB}4L{2m&TRGwK;fbQMn?+k+16xG>|0 z$$8VnHJAcY27s&TWDHVq^g7!8v5T9JPojflM3S{{g-yf%Ckd^}1_g--!JaR7d$WsSq zW!d|4@#7-!IK68)D6dgTkT{Zc?qh<37laPmo!{wmBsDA9tYCE~!BsQCOOb!k2*{JP z@O++zqyuYZ_w4CLgF@weI76d`p_cAB9M6>ye#ry5(2IyAir%}!b->`hf)^)npUBY+ zL{aq`|H*v&k3D7KSiLzQ?M{j3W#Issv?eZ#OH?ES3gU#3Kvg_DE8Hx_#xW1;O_Uqi zi@&+ab6S8K2qgs7xG{Tv>@x2zu$#xaGXRu1vR$E=+Av&L0?%Pfc=zqwx-)h6{o~^J z$P<;ItdZ0C!9BM^q{7CpX7`#U>*_ zgJ5cO$Dr6!k3U-gHOUOw@#A=qPY1jX0`?%5f^NgSrTkwi(-Yqm_E%R3V<3|>c(BVD zChz(O2FMf4ZYy~0E}0+Ri^sk^tFharvqGgY`KHqrMMYk)i@<;Y8ceyvw2r{wXF)^M z2ufWKR4g+7PRu-hU%4tc#@Wc@2dUSoJ%90n7%a1#_%x;Mi`+bB%eL8M=p8_WXyQ$HY+QaKAI1bcN^a5f95*SS;w*lBM{ z0k))3sgD8zbc`U`L5s2lC@~~YgW(X(gWd>Cmm_zho1j9AWl-tXH~`$X68Bma8dDW{ zFv{&-jGRzY7C^MMrmo^KBO7!WI;L;D80{?Lsa0HLur;QYFgeNtUFgS0NLo9foFpp> zK1xi)WN;;w=1ns&Wa2Q+H@wdP3PS6xd7z+g64Q$3bO4kx^Dh~P#2pgLLaYxSzC%yt zDl!zCAR>`C2jH{GPM>EMA%C>(nbIPUi$p?yyLN-O!ecj1XEAW1U}1z6vrA6alp(^s7mnrm;~^M@-mb{Mf1(838b&^y>ef zaUi_r-T4_p!Y~?<(JTo+wMs6L1^u7>sf3V_nl*WcxBuj!N>ehWC=es^ z;$s~oVIbL$(Z^BF~+$9hoN$8mmj~?|2?g!cAHrv;<^{Ohgec31buG zSY_=(V?5dk6PgVGdlY48QK(5mQ?C%|f)GaRT{)Njcmr=#u;>;yBr8bAfd0^J^#)r{ zlFWrGtmn2e9SnoVb^)OnD_jpD+K9M?{R7ysE-ykf19n^zDaQ~2$vHxIkhFTkG&Y53 z(|`IC87ye#Qw4h>5A6Wl*qlcu{$Q+<2oiamYFIurvEF<3B~%m=7P+PXhouM8&g9uc zA-*5^*%^)=JF^d(LXJuH2`UUHg+e-r$Ahv+fe;WB#0M4Hg6Et8sxRca{Axn-Ytz!_ z)<|FRs#lq@nCIA70$m^g6pOfy#89Q2fWO;gM5sODRK(XoT$wKZc%!Y5|mx zZtx=AU%y)3bAtXqhfXMu%w%BW2P29|Y8o*rp&zN@H#(yJkb(~cVR-l_lwPC%X8k`T z%g`4@rB6}t^oO{c$;rv8nuuqUX-~-anGIH^m|YMrQPb4}xPa6X078i84|XHgj*J3l zE+b`p$(&<3b9SRZ=|6b~#|f{|Lr$LLSJ8CA1;jrWP@RArF#6}ue(3eq!-i^c7ykv&P8wLA4D63?S0eRTV z=yL`h|5W^wSn-`H|BJ8h0Oz`Y+y2U(?v#c?3k?l~mXwf&iZZe(l#*4EjBE{shKQ7s zl1&uJ3>gijVWbFAc9NCNdtN{FjQ4ro_c@ODINt7m@%w$hpU*YU>pag(0ylRGuw5F8 zfj&bPXfQTANPaFQBBQ-CKiq%*UDgLtFn}zLzG)S^+dT0p1Y*yGu)?;1TF0qD~@ zubJXgAHeW8^#^(=;@A;z!pmyR`*|TT2_PSJFp>KfJ1WKNK)Y(gaqx!)in+QB<+eKb6Qs&{X zFOWGk15FKxB@&ooMD#eG9`@^iV(=@*RW>_yw8~9CG(~|oOGOs?#;=%=t{F?Xa_LgQ z#w8ecOb1EhQNNwPUHoF7s^unCL4JO0sD^-@(UghYcnNXA@Q=VTj5q?E>lDyf6&6P9 zfA@X`7sTEo6?K_eG+0pQSLT8;{I-&hbY34J1W?w|5D}l1+e#I4VjNWBrWCw*aUV^g z`U|8jo>|NG_0(e?@CRh{lf}KLVts)K2wln}kBq ziI_VHxV6uu2j4xd90~nE!9&ivn3_Jwdl3_->hr`3a2QeQSHtxbfB)j78tQ!U3vz+5 zff2K&?Qp+1KkK`*j7tKZjdNHhhY9C}s?1M){CGRQH1mB@r|Pj!57}y6y1DQJqOH*! zVa{2P5`{Q!8y>QG;A@?qI`<5Ow-Hgs5NyoF`A1!p{bfzq++dv3YyBhTrKLm$V?K{) zPSpDS8RQqR1qv;ESKQ?_^^>t1UNFVd2qBg^fC7$tts$Twf|kJhQodIu6n&I6@=<44 zBcPb@ms4ux-42wOlx#&CA@n3s_t6B{Kv7{v^!13h%QG(M%s#cbv94~>-W@aHb4X|p zYKMX)7D+5%5RK!aN3w_nsORLt1uy^oQeUeteFJ&&;h^6I*T<$qS?65Fpr+ao=@1vX z7mY;0nZOTk1*cflRYfF(HN)ck^UxI0XnEq27Bnwqh9RujwQE=I!-M&x!|^7{BuUWf z&~zi8bync@a19c2~*)%jXJm1Ex)cT#C29tqH!19bGG~*NGc*^9US7olIPYX0Vl8>7b zD7QRNg=O*$-;ztLJg?~w_ub22hY_DAXSiz$^A&v^RmN1?qc#U6Td6gze&tyRQo(dP zn_yNIrTWy*6sifJe>CfuEdmb*FCrbGJFB1R4)}mTV|2&b(O1IMOhPY;0{=nG#3|8z z)VfzEl+(h9s!XcHLE*y*tbh02%j;i=t|-*EnwdrG*9^sCMB|N%eGq30A`6Rq4X7|d8aqpa2t-GqIA_q-V`NEwxC=mq zCF_KQgrBBnuCKhjy{SSYcMSZ~K--hyvp;5|e=)}B>=UT5Xv&4OH$fsKeEdt=J^v^{ z6h5IsuBG--O0iU}u%8igRvk^g1jol?N$j5T`e7*}MHYb%!c-nk=yK5S|C zYru5yCZjY3gPnpGhfNx4RTj6MFb+G`8f=q*&sl-e*$-S1+;Z?XAAahM$xtmcHzJ57 zFAu(BvYnnnB15d}JsJxCIT#5I&kHrWdKlDW{de(@Gs~Ddvhv5Xu%b)?1g9qsjgB)OJyyywi z9vj0eVR(sfpx@xUQWRl?b`}B&0@_m$XBK1|dU3a(sk3OQsaBuj2UA~n>0((-juFHP zQ0IVk@I^gy2b-|(lmrwITTY%yHPhWFCqg62%i-VlNkaK$(fQ?~*)C1oBXZ)Uav_%W1F3+?t`mUQ6IA&vNjGT_U@ifA+F zWb$}DVEO5QgiG)XayX$?z-a*m*y&C0S%B+-!&;$n)pVpTq^DGt>Nj5&54WjPj&_KG0I#-B)Fci zLuWi4ZDwFd(;;X<3!rdh31OijCVdSi^Tg&SvBL36xZTq<6+qmJ|ss3g2r>m34msb%tO{7Kmh`lI(O~k4H!>b9> z`o#U%ZZeU+*y77kq-L?RV;`i1(XdI?GTl-3A*zIS^8z#Ym^%F!Fkv9gdG_v|>e7*wlMD5&#n!Ch-aOjB1O#+)D<&fp zfF_tglL`_xv1I0h#^Woh5KK)th&R)VjKEmWQyRBgQo<85?@RaNf7|s(^<>IFs`2?b$kJJ8k!;0 zXdsi&q50cr>_djqUhqXq;ZxAcsRqN!y7bJ-cFC*|vneUcg^ zxA;l)6@rBgvHJ@uJup&COHb!Pv?7CEeEvL~GfL2~Z_sQp+JRREG6US^lpCI*0462h zZ8-MR3BXu6V*ygT^GG`0n=z)ggz=qFpB@rU&X=QpbvuUJRfM4JYV{;2}T|$4{e)1WWy3 zw9J6e9{miT^rwiaDB!)#i%84olpz=fa#nIVZcV^-g5<}6wK#PW>G+Pi7ZhYWrchUYZ zU7IibXm5XH->#2ZNNvH@F_<3!)tyH!As=KIjNf@{Rfis-d8|jBybUBz*av_XKuH~k z!9+kulLj_`XbNi4ux`Ukhj?pme_t;?6MSeM?9;IbHMSf({LqkBM@Wm zvySAmD{Uu&@DcxH-xN)XIWvprz*R<^8fwhvJE@nWHu#9Oc7TZc^~HeBcA$RC>)2<4 zXS3hr3{vAt76ck6CU25IHgXU4=9(@vsK7H^4GL5`{43xcau&h%06sr=sXbQ3c%kE| z$6rt{B`0Q~nbUfEdR9Sm4pjCVuU%Iattn+Rlq(;wE{2CzbtR#Zp`jtI z5qe`oT_Jk20^1XQVE3@U6f{Q|jymNGpf;iixrd*{M(lioa{WGfMGU$ESBTE|7hG6p zj2jipPokBjGM)NnjA@oW^7;rW-*<_!OsrE(9>em&MiP$DOSRZVj6<8R`U&P zcTlc(Mg>mPO=@hy6fP1yF|J{4W;kkTwwLZ>=%iJKI|>j#Ix!?(ssH$2T5jd+T-d}5 z#Uai?UUjv>y&q9W2a=+ZW1W_~fY$dtr?#Mn>_X%hWh zH}yC_t|b-sRE#3!`HKWW!G(dw1VMuU?4ap<8t=E|L-fFlchgiMVuRt?8|gUBn8hh# zAgzNOL%=P#WE`0Bbau4Dzx{DBDL$n!T3+SU zW42+_Cfc>36f&lP1Vj#AL{|rVzH3jM4v$t3a*@}lQBVA!FEr`1a5zLh8h?y!4f1N% zo}v(SRdiqWN)elW)C!GD<{=U!|1mN?C-vEEzk*Gj&@r*z;mjhW8ZA&p5N}V58)OhM z?-NM=5HX7HeGdK!s8jWOk87=wlq^IDI{edlpev&63Fx2OU=RYDmES3q6txur^BS~L z@PsEYa5RW5I}v98{KboWQ09$|TwJoY&vgW9Izv#<7ael?J43#I{{gyr?S|e$UpP`R zEf<%?hM~=jxC3e|bCusip$dk6iE4tHAMTtvY-+j$F=*McW#lj5IFJYl~m zyNKK#pSQ{Ed6lK591DB5ssDm9a79pB*GJxIe%N5@~W~ zf@XPVtoVl~^?NF`wQ`uRd%CeM{BE4_IDR`+sFgkMCkA*ZLB9(I+S07Z!W9l?iqfvFY+Um8z<1sWvMfn_x~Pb4M*(k_N% z_CDEEl^%0@oIN4mv=|Fm0tu_JA57FG{tx&73gaR)fRGRp%>+e1JDx_$V={7q{%|V{ z!#*Y$T*O23F`c|W)1Hew0HhoL19Y%^^bVkd=ssVVInh4`h)5j+-T>HzGx4p&J6Af+ zG#QHbaXW_U1gt5LhxazuZa|S>GT~mcjTa|r2xv!~(ZSVg*PaE8Cvk}!u>p|Y^tD;o zYyRKtaT~_XXN%@3jHxK9s`5?BLk|KqY|PVR;TwT$O@Z`^fKHTAD<8WYIIxfep16Nl z%BVHMrO9qGwEsHPBjC&g_}IO~j6wbL%RY=Li1kXYg!mxxxD?Q76O{r25e~qY+d&AW zzd(M=T2a{Dz*YEXiu{?nBxK-Mt~Hr5pz+}jqSB8E){m4^Xg_Jr163ScdLwtf&|2RG ziyX4IT14o@)X^y1{0pGc!@2H}=KhEk5(H$JaE%WV;_F{Z1@3^d>{F&gV*e2G#mg)$ z54lj%6MbyPl?HxefbH7mCFrJs=1R02nSHS+GQ`xxMA&v>3H(JG53vC}V<|D;ABkM`p?J*n zI{ABeX|C@wKzRh*6|1%kj{i%V1WnD^81Kc!mU3fn;QMg&9x0-&^+77vy;NL$4;E|H z@?oS0q5I0cc*tOSkYa?w2M%yhCAt+~s-PfKo|jrF0P9^}QY%*S*wvNh(V7GNPN}XD z)E1P?s~qWbp7Rkyo0b zr?Gul(oU1QDqx(b7HRs_3AGnF(XcG%Mlqr>2Jg~hV99BeY62+LPA<7-EwynTa2q4{BYR}`3Q(+ux27Z|odIzQiY=e=7rv7r15h(b30y?7aIo3{ z)OexmB;P;^D&5`JhKAEnH{;>4lOGT63`>XzIwXcFFEH`O9OizRpf758cq%{nGJ=A) z5V1F~Jve}zcNok|wSHjhpwI4WXQc#}?+BOq6Jy@p-GgO+L$)Cp@ZN>%5!o9cDwDq` zl3+b#6<$6*^BA^bNlv``pCL51E6~J8U&+K{4`0P1H6&a5#4N3QaYlSw?DE252ZTuf~18DR3 zKu*InpN39o;3rXV#OO`JDN3tM0!SC06QK?e_fJH=zls&Mgc9%psw*6)GV($R@B_&P zW7_del*+eZk<~a=eb+`*Oxy5fX-_BKregbMQ2kE3FVJWS1hE?v$t~!5A%WWl?G77* zaRj+kkfVX;PLmu^JP7hZA(@ZRB=o!C`}dc!;!rQsf;-UjR!j?P4KI>|Ro)C*wg7it za5}*+_-K4l_~1(e6(wp8iec|De#4~0lS!%% zBw-1L?dTG89~n=?BV9E<{ob}))SbH@r2=_4AC~Uu3PpS7pdBakMzEh~7)2O7tzCfT2pgFS0b4!->=039 zY-&o*S22mWl6(=Uej~WY<%hltQsWAVdH5uR~lBgJkZ$8c^r_4|E;56U^`nPPFrTl1Z34|(JV0pMz z<2qPX)cay8vTLFhqkg*k5bA{UnATweW7O=ZxkbyBg8{A7)6@n0@s}?A2!8Luw-th- zb;GP^t@6Zk=l)^jiHAGN|M3rvU?IT;uqoqUz>R#e0V4rWRltt+0z;_|XMpu;d9#-* z2cN?@hYuwKsg^L%J&oW{H0<>2>*-jPeTRW%6#|G^4f-@Po@mdD&nWm-gH?|jMb9`B z%u3o7LNv{b`jxx4YhE9}5z%I#B*HcN`u#BSF97o+3{j2fRCrvZEW%huE%pa2W@so4 zOpL5J$z{RCMFtKI5u?*wputB;NFXK3;6nf@3HgJvp4|6e-CjD6pPviQL^D=%GVv~u zqlA8kLeC2q8JJBy$MNCf=jW#lCCJVNQnfB;aY&&AF-BZY1MQR?CNb&bi&JK3-cE!Y ztys-xz!J#eANVUf2oq}kb{t(%4Nj*{u@;))ijub`)%R33L&(f2qiwrr%j{S=7Ly`! zAy^qZAo&AHn#ieWn*`9M=K%(TGn7bQ8d%c^G{mI}JvP%^t5;78TgI(BYGm;vqjkrA z$HW?;tewDMY_aPot-k~)r-orR>0VeeS7xB}=VlYkKQR6zn{#i&6{;qsZ^7=OC6e&4 z3d@aC2#y8In(=_k$aU-8US3Lk1b$hItUe2BERNGGnYb6MZca!{8It3=a0Gdv$*xz-#l;pevn%WOE5| z(-_&Cdx&_MXb)b8lsJzIJntg2up~;P$tL!$#m9KoN*1`hG9IX6jKS9?w~k2FP{Z%* z*#_zwkx%g%CwUCNv&UGH?3;<(i}(GdqVEtTYe3O6QTx!G_~n?41-b}wM}W=&5YpDh zM`NQy5+1`_9;i+q9b5V6#&&F ze^F6GcbVX)sB;L;!et2Pzm1r?33MVHWG^=17A7*(`v9?h%ODq;2Erbfb@$?N-EX3Jg&%XA_s>t2vS~` zFBbyzKaGBFA%vW$BzB+>C~U~EZJDre%=q&QjYeFSg4DR^?v#HtH*{5_L`gBU6D|h# zn?3;}51b`HP7Zv8);rzks}7i~akm8JA=)TRIt%cwgm|BfZ1~rQ9MgbrgQT2sstT_iD@o2H z@@$LEG7BCe_5?cT&fhrYUm-%sCuRqNig#hwVcD9OH8t6}+1`=w-S({O?{1O%@LTn4 zc+#;6qf)QC523!EbTub0YcWpcJrG%t>2|lza;y4Mcjec|x1K@K3BNo!3fv1uXe(M6*E=XQf z@Y03}sIb7OB{%UsX!r5l^6}NM-Ra{0lS1^nFSIDH56}ozvdB0@(~FILvWHCB$Yl(r zylC&TGQchf&*b|`5f}`XH0TiA1{(MXe4sTRM~}w88RAC7TZ@R7?zq*=Qt^o%d^9en zw6d?phR$#coQDEr`PH_~YRtgJqu9f|7{vwZmV7`%;^Lx~Lb@RHfOyBP;jf{tjw)2+ z>&d&NrKN>qf(R|BUh>hn0aG~(jeNg@GXmY3j>H6j9j8autX>US(4g$7ZK&DMi;H1A z5y~DvW-5JXc1LnOeT)~_mIo-G{n^95-r_UJ`s8P4*!q_l68j!2`$bLkE`s~7;z(5) zUOJ%cT{4nHUBSyCdumi(dS=zJk+=XsIPtV<3!@3Dg2}&>)R*{Avt#76dM#0MP#j05 zTzVq20A93L0bV1Jkk}7DZ3h~t6Ig>uo3j3$G9@341Jx_!K#GQjB={z7ywUzed8y#k zU0Ja4%)MOlJCHvCbZPnP?SYnnLKTpwuO-1OyD$y5P)z%>j;jk zPe105;SZrxm_2wn>|pb1xVRL)4p^l-G}P1K|E1x|W(P;J&sPEPJ;kHKkOuJs%B8i?CFFh(w{LNi8;uq>xurF%1zfERwfD3N`Yb0**do(q}p9)wp4 zampvXC3A6L`?OnOqRNmR+`k}aBfe0~P`xh}fr)F(0gDDNQod3Cjv0)rQ<(4XGnBiw!_{(zm456yOoe|{Ing&ML}>{8D3MVl(vdwM zl+7K0j9-3BE!v!~y%&ISY$~ReFc>KsUZTG)sR~uScRT2G&rwzsTuf+aXdsy#a_FxE zC(;oczo925f)_#5JZaRglUZfFJ!~Kqu%J#|CgcxxuB~WvF$~XWuxbR;Usz&sZ?+ml z)j>=;)U^eP=`u)|RDNO-Pin8u?tAFVVBB*Czgp??{^wW>1eZXDV9 zrM#2btJiOse1r>?3(3K}Cq-C>ft8StDLXB-0HJL)oVWr*mtg&?{HRX=y0(x=4y$*A zJLZ%Y?Kf%apL15q&xyh@NC^r!@YMPvi}0Z5qAnaI;9d+QI=AXC2FCmx7y@-D@G_!- zHmKl0_oMn(A7beJQmaNFC`hee>+0A*l%YFJlXv_SmiDh-02~hB@*F4!(IYGYTbXDi zXt_^4N}|I&8>lDx2UMxK&z`YSje+uxi~xZd(b2=GYvM;DF%W|Wrwg=zkp8?~|C7A47=2KqKs6ss6+p=#O&P8cZ3%;Q(!NK7qWa32X{u+`wL;krfL#uRhMnnj ze{pH?zCzH+N!;;9dSM;-u=ZR;Z6IdCt;7`rRX33t6%pjc<+*OgIKhf zOme@Vew%m@@KVKufcPxrMunpi6ze|F)j;M7#J@uguoC+RNezS^8miqD(47a^_X-MGo`I(c8i#Ct{55^smt{`+GqII zWMf~ii;T+~>yPi+eZKISW)4~$`;xX7y;2HTe!Vr$9j|I@jjXad&jU}n?RvA2ob5pK zRClkqeek2DAz0M-A7;;*MPwaCf829T8MvqlLZ{V&*b6dZN+ZCa=5KY$Jp$vfH7UCU&xxXVjD9@y+^Axf8nbX@#tf67o*?P#Rw z9mgGbM-6wnY!KwR(3-<*-08=o7d=4zDpT5#ge-t?1;d!d`xf_bcj#Ez-7RO8WWSGK z&7_v5W&l`bJuOk8(ymL+E>@7*FWPbbDD!n?Ue$?nQfmHBLp4BA^^q`#mHoPgAGyf3 zTyxii=e=`}&bV}G>coi?Ti$N!Shw`3WhNLslveeV4tpa6>$G%X<<@%xhw2Di(B@#v zgcBo-LGFi&{S}{%uICbv(M8IRXx!Lkb)jz^==Xs7VB?&|V8r^1Trunc+YsZCdYaeTdkd$crvRgue%bRIeu=z6se z9}eHvhOfE3WWd>6cC`On!kpmO8-{`{lM(oW-TF?J);j~qlD7Uz>(axa_uX4z;1E*! z&NWUPF7@w$!|mQ9>NNFCxca*a@r-Fh7-lt$eoVk<&0cUORu++bC-Sl7NGZ@x#SNXF;j%z{2Jw)mZvox=Iz;paCPwnJxcuzF>X zO^;;7L_pILo!K`|czk}`FFsgze9n&a)Nc~T$)5v4L#;k0gxGf~|0|;L(VRm|&kCj& z!K)6Q(Wv^zBiPvU*Y)t*6SmDw_bfD;Rl|Ip_mj8wN^8y2%-4b^CcgN5a+2H5oA$*H zfKK=abNz4MKKlIl!AS`N90z#g&N=w?Bu@ za4=|>43`#C`A|%!?%}=bpjFniw|{c;&_7Js3{lU%(VqPycN|COb*$YuG4j}$G5xj` z7fUN##&975gpL8VCwVajGBHS0Mriti;Hr+PZ7gJG=2-n_0pD74b`C~!dYq?&pFpuI zkM6scT3H>hUmUSJF$Ytg&c+CB{N3Sa?yxB+9AlM{q1v&JxTq;8XBrwCi_qa?dJ6r+ z{dMp}#ges~DVsidXNIs_2WaIFJ%2qS*(>tXVp`dUz z$-4ppD*`?G=cDUWz_&+!E`cXVyk+9kj}Z=!3LOiin4L3ft}Mx7YnoZh#D_hvAKHrF zGKi+&qN-|bs#WOG^|yfc#WdYDWhoCw&gik;du}yQ!0z+x1ON zI(4R8rFXgwW@678#S~0J%S02i!oWOuus>ZL7c%xrH9PY|o^^|2eT$F8{qo{w%IwRz zYx&yV-#aVd+Vdg!lO%I@s`kGfXSQxj{>Y72cGuoUIvWnDIuW#+v0O`EkU20-^jxZt zqtmB#Sx<9*M>Q19!0lu#_@chy!X?C%ObR|Tp+fc$4|70}4&A{;O{$8r)*?E6zZYk* zG4kzowk|M8{;*Wgf?>+@E$R#o>w4v!e$gXJRWi}@?zF5;OnZEPtZuZ;Qu+3;S>@8(y7)`-A&r~7T zYzd9c3yRhs8{)%r1_ZWebC)anu?Kp|I}mk?UcS6~a8AVaN1u;6{Y-CqQ-iNRL3^rI z%dkQ5(32j?V}gA2nLYIOT<*Z$5Hr-t(n!pm>+)AAxul5>2KRG#v>s~s)p)`fk4k)1 z`{Qn_?13GKjj4EdcU*t#p;T1$@4^FD+O6C*V69CV$@SN>NnoM{vHr2g zpMSjn+2el5`QzY29S8O6nkHvQ#}>FZX`vB8_&N6RI2+TjFpGaD9v`E#S}Ysn;Bw#& z^@*-7E<%cc(8j86UbukocORelR?0p`es27X8vmZopKIynJ^ZJ%9wthS(iqQoR?z-f zq4wIGoB|uL?#cj_yr~ppzAo0DY^9iSe;>OiN5!@6^rA9~ANT((i@C-5xPS|qDUsB)pI7>PhrwL0`vCyw>mpFr$1A+ReiURqEDH5WMLob)_~i$ z<3aG;Wm*ruc2*~ps#PilD;OCfq=Q&LuJ-T$y#SY|D zB-dyWFB^Sc6%|8J0`urtqUpciWcZ6jI4>?z@ zv)uJidR>BPm4L+d(pP4)5VgIdRr=4mQ?zc^9%t z2gPdf3c#`7@4q?|VIG*DAJP+_zFmNGc_N7{Lr zFC45Sh&RU@S?GXCCXI_4nwo+#_qe%bqsR(J-A>2LdW!bHR*Fip*P?1iUy6m8l1FK~!kSWzI$iix77_51u2vbvP;JDO3w zm18n;AE`!B9TUlQ*sye2KsI>#3g*Bh(Q^(Tip#}2d*5GUpBKbwojj9*@A|dvk585v z-hMj~$(fUm)&--+xG0YG*MlxtPC&S86_<-*tob6Vt&hQE$zIHK&iS9&L&xbtT{kX7 zvGBZCwjq|imUR)P;N3?@uXteiG^3;er(ax5_hBwQR1;mvtn|2z4Cwlu)v#C@X;F1A zLDx`p+iK2vvMd3EC>E|g^oCcS{u6RqxlvT17s62Z4gj+lI->ie1XR#Cbdn_bzEbww>^YKMNW=&2qN-8SXZAbH813*dufn1l$eEN42|M}+z4oYFIveWR3vIGlLg zl_^vP6!-LB564KkMR2VD0wA6!^ad@Ea@fAQ5FQJBq~wC2Tl6GB7d0{;z}Cz0l&x3i zwEotEyv>;HPxD>6Xwep^LH1%l1PY!+oIeYU?Qv3VyUN+3i{rU#{J*yxEZychuQm9I z8@(y{iCH2>;YX=7cKK##Seb0vyKy5LK}|X(AtxsXbl%su zo0=!3pk6gcb4(Q~1{CE$-%uT^0K>09jg$x|JmdS>l^($dBYugi&;BZ~p7nGZtfjNv zv7#vR`X-z2Udfr(F_;uryY^ML!kreDlMm9;HppUKp8bO=oDGdTT6cniqOe66jM?8@43m|jCn5fA`Z=n7NmLxPMXm&K=g1jwBZAK;?!<+d3lc-mu_Xn5>!vx z?cXLGkQ=Wri+xl}r(bw`^GS6V6_~k7`)!J)e#`=wQqkm2UJbzA6zGKL=2x4}Wuimk zXV(msp42+9EAi+qosw5yigawb>88d%Zz+9Stp~p>a&SOfGB7X@13vydS*OSO?<8td zEQ7+k?-^XjXjMd5Sdn(uRpRNEA7qba)1K0?IDgx4dBQ!*w{uwK0?$VNTJTK}Rv&aR zZz@&nly>hfg(0HS9_OA9J9*HUg3j^jX$XFgqB>f=*SC$sSJ93&^9&c0n572?qLQ5hqI3b;^xFB_!31#>SnsEt2nSQKD*2>@7xA958i zDk~oyy6`irTO}eY$`a(DN|XlGRd`1M;WnY}KcNm(MClVfn9HUq%IX{OKGsC}x_|@N zhN__)C_@=Ul$QlJ8)BHF4Y|g57*AUaK<+~65{=*>j5Jc<-~;a*QEBPQm=RFC&EO_A z?Lo42-B!;F7dEBjEC$B3G#l)^Oe|A@{zAVcBFL}=&*3plT1DFP_3(^LR1z&sc^NzY zKLJ8Fq_lGcV0jz7I7-olrQoN@cE4GRstCGI3Y%pRxnk}l0wOMo4^0@PXo^u`> zDtfRxt?j1i9lB~7L#iq&AHjZEpx=a_qtgCbKvixa+|X^n1Y0IV;g^iq6=xfQIW=f> zv0qM@n3yO^kLj*s?AZT&mb9}X)z%Ln33B>&S*j;BXG9tAsua!RJ+iSB7LF-PLL*m! z=6oG+y372Vv?0|pIr_m39P;>*!6Q>RIn_~r*}<0!?;#FGYk>)v1X<$uDFHfD2cW1_ zyxF$-s!$9rZlo`t#{jG5dOm&mWTZ9b+D)6(ZVZ|&F^-3Oo4-&CUb3{?a2f`!1`8tI z3e+Wta!#3IhrNf2W0~5SYk=-xcoPK7E#cPjjF_@vM3CL;HxEv`YyU{;)b5gygIg+t z?!;|Qnlk?L)4p%41p}1QKe|(%dGjm=kTTG|2#bpDhTy{D{oT_BZL_QAx*}LcG}5bw zgIz0T6TWlVEjEgxz)s=p`e>BMrG2s53bDwcq@C!~l9GMjuY6)D?zANT|NP+s;tf4-=yY9G)!iR{tgCsoHw zv3`5M#b)55aMBN@$7h^@Z8$)N!YQ7A*eO^JN?8mxW6YEul-?OZzWK!8WCT-}b)C+*VzFuX)c8jF^1cXfAzBEO!x3|vMG za{P{Gb?#8UBcq4m?=)X>z@sY(Zaj~mU?LuZFbWk_na*HseqK(UhpE z2mZ9rb{}(t$xRIKBFbEyJ=5j-{U$W8FqQ)zs*HJqpgc6gwFViT|GTz z82ayivoFW(DG<4${TvGfKZQmiuqPq_fUac z54KAF+ymNX(2XacHWj1B1<&zAfUw5xYDp&TwibGZ^Pc^p?fXyjcF1j`lwCF>>f0tv zl0i1h82Xv{+TaLGES6@&XXG&$K8Z+X_4DN)m>>n(>iyz5PDN{ne^tw|Ewzr(}M7vvsLDx}InD z?0}6O_=Xkkqurrvnh?*WGj}uAbK_7E8WeB-bfU6>O@+SLr*|#=$15MlPzCVI2|loK zK%wYk-FS;8`g`9Sm$^GWN8Q!op@jBz4xWOH3|PYLB|x{@4VR;hz#r5xNxV(}rYN?~ z_0S~u>emJ^rD80&qP{tUL4c~H?Cf+ovkE^R^r>IZPFM0jp4q;hzDMLEn^WBzR^vTY z7GiQ)8af&df=yvzVGCf?gkQ6JfH;@|cOmPwvM5zSVC)+*_c5!+VKIaTN0rS@`}~36 z+Vz&}w4oa-;nCTD4;eKU7tW$2+*?RkOiY>58ffNPy1LPjp}G#XL`6U#i5kaXag!|V1hG!GxwR9I{Efr3D|2}eJ|wbD5l`ks4{j8iYrmBSxFyIZBVb>YuNZyH`lZ%frPFTBo;`a7E=_8+{VnQ| z;McZ7PR-Ls75~&&m7<*Xztf*7oP90 zW6+&4c7DkI6*;3?g04M&5JVdd%XDDcYX%GyuY^!n<@rL)r`NG{#or3>_gmKkbb|F| zQ1KBB0Pl7n|5&0O;G8^p^+{mjGycB!-slqZrt=4zQDjyi>+`_L1anP73XfdoVt(xS zd${COjATGpJA!nq42Jbbz~a5R?9-!>x-%NC?}Kf|8WU5~TN_oF6?}h+gu6~C_OR6C zW9`_e1OG-FxJUNo@L=a3=yC+SpM)y!CjxGO`amj-|?vD{_aghS)91vg()hlCAPBu{(8Kv@kKZjbJ-o~sb!$Q`9`7*JS z>+Z+Je}J$ul>#XbeeXXFt(r4nSPTBYXQq7zeyA1|WRF+YO{JLXVT=ei)S@Vwm1hNUY^dYPwdlV+A=luBeQGyqXi@3|8=zi#Z1S2HfWh4>N&4ve?6dC) zP77K42fSrk#Q{Rzy(^CzG*CP!AV5>}_>=2_ff3U;538XhxeN4i3FIX>q{ZN6f3X90 zE_|z4yCoDPr_Yk-LGXT%*NzpBU&3{!l!>!o-fsn{n{Gbwoxqfiph?oc}e)1ChEDsioJ}If#^gRo>akj zu-ZDGD5=I?(e?x)O8fgI z29!Fo24YA+=UO`3kAqm)`)YaUE}PMSZX>q=1&OR*TfNNzhI|A;hetr*c%Qw`ookMd zP_wKM5-Ny!#HMvH5WUZ|%WcAg!OMbqLL(O)8)1FR4F!*PUgjA9dW03-_b3FT!oU-> z>C6K2uMK%xOpd>rQ*LbdWC+=>-n-ZO;r@kfZG-*&&4}YV5a@z65eeUCDD9LpS|V=+ z`1^;!>%b7#*Y?9pwu&V6Q+zE8e%!CHGE<^hmwPZ$V8E@v?g9;{i&jkq61D;xkPC+C zv7!Kn4`Uz^bt7Ey#{aYFzHmjT>V9*;Nz*G%u&3H;^|V*p+Z;7JLAzi#+$C^L;%Se6 zjcXr-FhPK<8+*F0c(Es-2$#F1vqEC}tyahD3;J-$y`5RjTqOWQ+=A8)_p!``j8>7S zeKpQB>64LB6433yq!v`o2(YfSH)dbEb`402+=Y)DF_Q}X?f3|TFB$@aIYHCQm@2p5 zpG|vF=2{{yL>}j}mPA$n;yL{EnA7jpWf2p;9Hs8YqxU9nEqHBD#M8fXBZ&xa*pT+6 z0fUN25Hxih-Kn$gS|3Z!?M1I&mtvP)8FT^~snuW|DV9Jup=V2p_FUKe8qi z>)*V~Q#DOEF?YpkD_7&-M%QE`zo+`bPKQkgoVq)vF*lrwQ)LAo`!3j6??3%UxfsAC zGG_y?s5ff!$g3V$cWrr!L>g%|f7LCm{97-)+2lVbb#tz3IV)Cq+a>9XNf+l-u^Rud z@L4x~ZZ1&qV7GRTIqhS#{!TvDpeog8Zn~SiHQmae)ul@Jn z=CJ`)stY2nkM)$Q_TvBT_D702QsTu{G2Y5Ww;g$~Cwf(u#N&+v;YS{P`Bp!ZO}^c< z(ys%Su+0+g0~hbO4Vpj2#L7e*0L{B*D0rw?#N!GCZDzKShCxq%GQoNPZTxLVkALTz zbkfgPZg7{sYt-$i@NoF7xJqMFPRy|{|8wxa;brKl`pMKo^woP#z;Qb@hEQ(yKswlVecy3EA^r{4@~F8o&~l_e1w)(V z!Ngf@nW~k9sG|Pv1NJ~aB=w3S*z3wS+c3OV0A`?rKS%;wj_TWt(HjhUEI|q%#QnE} zA1wV5fLaFV?UKOnqf)uj=CLY451y4(!TPQ9I*PvY%+ddSC^nKS{fol=2_BX2j?6iK zXv|6bE6^M2OaO2%MHz5W%C*|Af@=K0ngFgw5$WQbtR@fkD*&NQoA_GOI}m-W%R;)P zEOCzV+qhcaZx^hojw-VqNBnE7#jw-}b1Xu9vPTCk!AG$|`=$wu$__tRSVrc{n`$<| zlL(QqP39VzyR$BSyM-Ek=y2nAoi-=t01t+1sOrmMJU;SGa7;~C_Xbk%o62<_`gtNK zvjo=P`q}3C%6%*cALXHjhwn*2!4QM#Onlzs%n)}#?P!~%EKf2Pb45|chcT!>bKP7k zC2cI8X1CA3CBqFjNxU0m8Q@8;NBc-rx zc~dFL@IBN&#g{HuU=$=}Q*8GgLCm49tv%+(tGeJ68(;0CqC@GmHFwr4{I-Z__6uof zE6&ki4pg4ZmX%qs$;(hz*Nhk%cS0xc)RW9|ygi4x(LrHq(e?}~#@NU7_h;Av3 z?#|8+=ommNTXAxSw@977h~{%n94Pmys|m_6W6sy5@ZuXC8%skUpV}Q;{n~fB)q{=q zGqp1ouu94(LCN(fN5rtc8+{{PnX!@DF>@k}U?PIlE(!A}C?mUis@m?!YA8+L>upmRXO}U&1^fP*0+Jb7I1XeuV3$pmH`@R+dKEs3E^k}So!3q446HJ(y%@Lm~I4qBvEyTxNrvD`6#|v*Qp~T$xNrLU0 z)u%DqO|~w8y!Ro;mZJdPUF?h;XENtJ6cPpz&)BT_sk`MpZ5aGs45SlgmX>XZgM!;G zB`HTCM$G|jBa!I9Nxs?b6B)Yk`U zKlT2X>7D`tO;WFub52(RZ;)Lpr(C-DEubWrp%)wVu$AQ1CpJ+Aoe3|b*Olty=6-eYD2zxzzDEV_yNJm4V z)t1w(N08~>)|L;ehOjG-w-Otyj&^8w{kHvKdOkHu`B0)oLl|;HwMGO!Tz<^v+gGM( zN{C)yO)e@d=QYQ@G!*04U!J5RI&sqApSR)qZ?FePE5~@V6~HUIMpJQl(vOVpKbP>N zg4;b3`S3f=gCes_UW4Pkl6s+3v~|NFCTh!Liaw2w~Aff5nFP zJ4?^+PcYvmp4f7akq>!h-sDlJi+OVk=5iTv&R2z~Dq`&B@62YK@(4v+dT)_@%CY7L z50A)E@xrvOyyC*ndk}b^=&GXIHBZwe@RS)3>C62bD|0#PLIU?i=eRg;eeEW9sB*n1 ztFOH)eWG%s+6zpzO$(#UjhqsGkMwa^9?D#|>TlPhR=uH%tLz{l;>(k#9G+tmdd5(T z_3JDqbaIvL)#mD$zp3By517kXF3LVF?e(Xn^$6bX!frS94^+WO;)AsQ1w|MO_WJqJ zOa9j3(PCa!cc(qX1XTUrq6VJP4)I3TFQJaP%!Zg9oIRcIr))b@o_&w5FT5eU2e^6 z44pszM%eHfxwW~hSa>!wqgMXGc*THGs=-zlcF8|y2!s>>0v0p=J`cN@_;)kFW;!@$ zuuYovqoOZWJ@3P&$uI;*J%~mrGJJ1ue*g+G<$ZnZC-!U;khb0BP;D1PoKJ{aVo^=N zUr-zLHH|}xyLP>Yf&XkkOc>q7p_>Mtb_ZjckV*lI&BUBSe|kA%vD%$6ereWo3@Ao{ zu($MV^km?IWw5d3nK9!o23G`6(dgH0bikB)T43M4GF`i3dTBK-@rnSgVHR@{)82T% zpL@|3&x2QU_Q>yj1O5GlgUfq^AT;8JSNX3aX( z_<9Fdvhk_iO`+dhr|%?G%flwU-LJ!EKllPviAjQlr2uiTYAwJF>IqT0iY#3kQ84o- z-bD;1Se*a<`yOHgs1LMS+#m;t#0*~;TUHc_blD5SgfpEC9jS( z@Sjuk$AK|49t2N7C}jG#q}j@2Ap8EP^!;45t^IJsubQ#i%wYE*7wxv`cO?G?i35^> zq4V31U^H--td;zcdZW3!p;i|P$5wPGBz0g+{mzF*cxAd!*wDb2(ARjsR{j@U+LH{TsBa`)IfKJ8wqo3{q+;1c7 zqIE``fuod&aEI51{TKekD@HUfxibU=4W!hKkKclXYjmGTj!#kCLb7@j9%v7sfDhDP zws7Iyy!OKw+4=(@X`iPGf&fSzCY8U{HjQ&C8RmeU-S5ZUAONF@o`bU+d((}Ab%_6MI|vvD}A1#*K&ZIU;h%9hFefdZK?TS6{dCBq_aJ6eNl zp`oEbVakB{+60L?{qq@Lhz9siA<43Dulmt`?+75Xr7hQF=duFmfi_7p*Z({g2yX^-=q}kas zJnSO-E0>)*=WWwvHATFL+k?j@yng+Yf*x3(quf@Zi4ma_GO`!~)AtpU{r%~XmgCK6 z4yuZ}em`!BVY}Qb-?5t&lyil~=aJi$%|1Q62kP~7`XQ*X>~6j$*?HfWld9h4;93&d z7Y2Og;1!^e(!E z;1vYPG!J*G_g+pM10BoR&sGCujsLQBu0l|z0O9rJa`oaJ`^ zC|D{q#A|b`?D_Kbxj2_K{&zKARuzBTxmfD!O5&(C@Xi_Rw0`oZC}S9hoi6Ot9#Z)0 zuyE7yU0C}2#3I(uU6{?52`rn%)MCEsqkft6_k_~aR&Da%KdEtda%ujhhB5&FvKuI| zmvqLv@XKA(8J1+_9nH;&!2*ohd={h5Am1riQb_lMrAl+_dLkj+4VX1|qke{@!mVqn zB5Ri$vB?>>R%JhWZdk7L?6jPutPD7zw+_zPp*(#;0+<7T2ViAf0AHr?zkZ{m;jT*G zcIBo-`DE>7W~j)EL|2UXy+@b#((nN_S}sowx~;@nB|qw>|5MwS$5Wa2f1m1ZW?IzU zv`3l-6^f*jDAi;nd$yEF8;OuCS!0&eD9OoE8Y0<4C9*S9NJMpxjwMSZTgbk}`Mp1= znYr)#H}~^;UeD7%^O_dtI@k5RzTeO1y?qwr5|1}7ddgPl?h|v;Q%+)VaT9@r%a}AR zG<*5w0pJkF(u%0N&JDRUSd9v0a@@b0TPmR{0iU$kKR1sj`9G>1E? znHDBH&q3DrtZ+5cqET?M&sU5)-a@q=cNW$to?*J%SO$fx5LmlHvPV-o5X(8b=r7HK zU{=D>>s$}pXPX(imj^wo=uFa%`=Tbc>6QkFn^3C*Da_*D+>QY{D zQVY$R&d5I)ao=RWNtr0i4)I-=9nw4KgCCPC^{d02hu@DgRUYYW^%nQ9vhV*|so_yN zbzdZSB zzS3IGJ*MO{TMvEHdxQRZdMeB3)!r4LK965wKtF0#pV+=4C*0wE7qhfnrIZp1`#*Or z>#R%fyO%h-RBqgsnS5l``M^|D0mkcjQNfS2?<^Z<2kI`grmw2vR_WO8I#U+TwddSl zq0^_JoxZ`gTRdz0FL&`3O|<(_D!8AZtr+o+@BKa zurgZ<*d%!ja)(n_@k6Dru|+A^lx!pqQ$k3r7HQkZtoQ>%cx!;S;AfCmBb|?bkQ4nw z+$eG&yX2_7+1+eaxi}l6saOd+;{Aj5L$UA)k!_T?ig&0hV1Y>Rlec~jj6unSpl< zDn7kc=m0M6v{~@NDsB63g$fjfrh26RG`K4ma6c`PpZK{m%^OubW z!XI!uIOjNNR#d$Nmzoc>Gy$m7?tM}sAvll0;d?A&&PPBBpILiUjK0ygzu@WayO{Ve z3JcZ3)v@ig=63`A4^Fr`S^)M5OqAI!&Dg;@>3MhwQ~s;ey@)Fl7G1eA%u`7l-Qd8v zv)e+#pVv9l9c2N4p{;RvrKl11vY8*cv}^mlnf+oTn#{ym*!y#5KYqv`-M*cJy(ewD zXQupH))R?YIH2x&RgTF{XB7W_qA6NyVpDiF*#GmQQM)lFFjwk8Ir0aY@{CkT^e%S> zHxhxJ&8s=oe%b0>&gF0M=?okm)HjSXKsg`p!xMiC#|a!5g@;Q1Fm8 zh$_)`t-kzQ)4xrGNF zie%jZKudxkmPCeq0$A*I#@U&VGi7QV6@Vh1`~^!4F`sQ{Rsw{9-IXU#OMLVRUGQM0 zTDs~BqXA>ty?rt-Frh)?^B>u#wx4KPsH~#G5u zMSlcDqq3Rtm7lN;#=coyZoVM!n#ol!Oa_4jdl09+uMSu%v#in@7o8s%f(ob^B=;Jr zco41z*{*4*iQ8*5%*@QLv*)5&g2d>2fyoyD-S&@Hvy97i4|--n5H5~k8t^ob>I9!_ z!gVILzrUk84rq1@w5drh?j$e+4L}M$G@UJovxCL(s#SW+s)*aSn@Mes1r+Qi%PdiO z({5a<@PfPX#X|44ai*CeU@9%(w%L9i92;TiB;+2HK$=VtD zL?yIlg(iV39?Ira4|9H&bE$MXefmCnmZs-&Xxi7EsewAS58OfA{v=Za1o9fa8O6^M z#rFqyXMkBqC(t3{0pHm+Hh2`?fyxJ#dlyfjlrKvcM%(Wxv>bL$dv|Q!c#V2DMUKA~ zP4-611LGR2;%i}{q2ExE4M4>yq76B8dPGSfPM0WW5(7ngE3q)T@Ec`0=ica;DtqR{ z>%6@1350@{w^I0wTpG4a{P1lLbKbcWvP2*#4FcOvE&>P)_0tji;zBwSF^FZ*DwM&* zYBHRP7ehpuq(*L42}jU4LrZz-_0DI566&k(cYl6$bLCU*U5U*I+H7+RX(|i&`Qs2s zq?=v>9x@WIvp9k;!QOI&e74rJ?vdw%bsL|Ter&`v3E2PA^2qFib;H9hBAyn0PB>2Hj6~XDg zd3HF4$Tj7cuv)*bR8qfh?r5uTi~WpY8k59z)h{C>A@xMS>WAMamG)wP@i(9W)@MHT!?@-F~LubVu{jKjUSm zwp;Pn{d!t&Mj0J3CEJ?#`)%`j zq-RW+J^b=*v!|radMMw`*Mx4G@6mJBHYypO$@%(*M;y>0P7-C&!n%eCP)!!^_2L%@ zH0!V*O=DcUFzBg3bu4r@8-e4DvH}u5?xX@Wi)d5}lOOk<+;ThfN7m|<37Tr`OzVDe z0Mm*-@7EezkI8?@5dS9oungKZ--Cg#xJf@Pvnc44P0vsw8FKWZzokNQr@rpjI(q6- z+3y*8s!Be zmcPq;!=#&RMP*6p12;p${d8AJug)>xPGfKcAIqprsy=t9&-`H1@tt%@!k3I_d3?eo zz*-)MieDq1i%#RJ(o{yY)ngg2iGq`H`4h9}^tSy3yFAVy4MdDb>+iB^SJ1}%LA%;$Dsn4~u!VR!?WXv0M`2 zp3&KOn0@!3?&JSzU6sL@R%`bJp}E_!3v%)$WOv4nmb&-Im)~mY>Sr zW1YUO7e}x79jv!V`c{xp=luBL4LAU(K`t$@?Rz=AG4M->uo&wPfEE#LyS}iC!QcvI zS6}cSH`F?vd)Z%Ww3u9DxeKXMtt-y^<1hVucu4^1R=ZBSS62%?nOrrgDxcXTk?c+4 z^-~xLO0F5dpiEHpBy14&ve1sDlU(mmrZcBW|)U zn-f33BF_KEX>KZN(w~0dj7RI=V#1lD{*Sa$1Dk!r99E=tplZIQ+0H^ra7xWudW_Q%iO z=Z)(3-KCCLrNp*qlkJhM=WpAYyn8F2TcGMzCG)C0PHel1(Sk1YATPWuO|}nIea1Cx z)8GVb-MRchg5@fvU+NYZ`9u7; zs$91oFM!Uxo9K?PcRV;!6(*LKAx%iVG8{7y&oIpS>#O*#Ev+qETBE3OtTFDFo2%)N zpLOgHq$HxK{{%Pscb&Rmh$Bxeh8G}1uYg%|yl1AW`rQ5jYW+_6;>W)SruV02DmUnY zb$LX(Rl+7)b%X0utj77A7ROyF*frlimlIEkXvM`{-1QH}D@E*KWls7%ZY^m+X{*#L zh7x8GzU9#qV7YGO3(JLn+LP{F9Ncxzyx!(WJHK;L)UQejx+GH1<&~qU&zodK54mkM zpWRq5JKn7_lB>`8%&&6z;HOhX4V3Fj#*P_}Wu8vp9}JGEzr05AyeZpU5yh$0CAnH< zvIjDkRuWuo>O=B_`^y=pRvY$se?3uXdQ_J9g1*h45E*PRIl!pXxM01&*50w{EkE@N zWyRNt-ko46ucgStR{2;)IBgs3rXf+B_zK?HebhdshDiI&7uUpMCkRWlYAWN*BW7)M zzyu(&C7pT2Zmic9_kqEcZm_cj#)1uw8ZGdYP0JaZe;RbKEd%-_F`I4{gKOJ=@6g%4 ztz~iQ3KKkky{;`ITCBdxTd&|*nZsB}{FL}n6}2;pcB*uhCN}u{S(O_(=g$mCIc;Rr zWv9NYQrF`eJu|Lw)HYsa8Z>Ez^NSzfmddse5N)hqg0YPJQb;>=C=w&y6#?p{9yHvy(@9 zZRrmZzH`m+MPl9WRa0ow5c~6MH!~d#D_%fx)6<&?0$W^X)ns++?%h3L697dEWw!5t z>g`Vce*`{o!jp10bQ$q4f8WQQ<|b8~TsT%(QsUsa7B31lL{N>x26VjLd8_m-ER-$LlMW~K*zPA3GwtK z`cP3;_66sHgw!wy{O}xd!$#i&kbgP!TtXFgQGY+b+o+h8k+WlOR+VrC93HT(m$y5< zGjHu2&XJ?nhC!&RYzdM&N>NRV2gDKa;2ZNq! zH;4jKz`Bjs*Izcr%o*ZL0YObYYT9+HyDpuKFW=i=I@JB=>O7KDF}SIS^iD`ChHqFD zJ{qvfXUw;tq(NNBrQ1BCIHT*gl!7d4v$Kka6xkW}ZSOeO;Axu1ICR2{Oif9Ck=~Wh&qU-2)pL>H$$VzEuR^ zBQl}Ur5b&m?Z5O@jd9>~=NO%>Xt*EEH&N_}#aR#xt{?x*ro` z>^oO=u*bVcM*l{aQP4Zo|vbkJE`Q|8(@ zrZ!RapVCLaREBHI2xy@Kim_A@(z1tHZ-O#VvElx1H@4P%wzOK$=O9-L%eZW=a?4*t);6)SjD5?y+IN+_ zTiDvjN4JM5@>jtXBX((5`>L6ICrTn`k2=SOI!=JRjIy6Bva7#$PWg_s@r)gOEAf9d zymXSXLKtFhDjnM}r8HU#Lua3E4HW8BHCPiGqR!Wru}YWk5z>7i`CBvA;N`Yp(IQAV z3o+-i8OcJIw;&4)!QuYCzFKUBDU87SAZwYr&dx+MEKKXV{So2SkVUd?!(i+mq~v&@ z7Ry#x85}Tk>(`ur)VL4ik920oHe_K*1|Wf@eOK0%D_dm{=Rz+Twu5 zipj|Z4P?(L{F}TBSKfi2k~(u959Ij6U#~wnT8#|QAi-}L90LOBIadEi;P_KRE|ev} z&P+;r;2?MteR$FFS{{5TdXNX{;JhZu4qS09NXF*OlFSSRMz@!YJwQfddDDMe384Yu zcsgy}qs9ZWBV#?Ioq~888&B2cZit%3czT$zaEY8<^gUR58c@55MCRa3@DxVoCYxsD zCWi=z<1i@OsFLcH)XBqyh}p{dq?OpZPExWIvuV}~F9md$ASkEy0V0WIl=RevJiR6G zV@V%$d^0_xW_va-{FFax5z;3Ykr{s0mj}PJ9gO5nJ=MT zGm>M$l~C43DOO~di0c?ey$VCY_7=(zY+0gZJ2-Ym)0LOugW`v>93UIlhpZ0IWCyvV zx>?vjG|qG8MlnWo^27KoDO^}unpoU7Iyx#s(OC)0*O<@7$6oAoZ$sw8%lVpH!%*OThlFQ* zRW5-0IN+`0Nt1Zils>?I^bhzBg=!Zq{xkd!U(&&jkLLxQcf(x22d5rNGHaBn`1MO7 zW*sCzOBIW2bViQGMvSH;Fh0!YHydW(Sh&Nfyb z0J0pC&!f6W3#$qN5lJuERWL;PBYtxM0&SoOytWzJNO-6Fi{LvL}OFpe84=C0GcM94IlLX5Q$6;e!c$ zeViOnTOnTDR6Mc*T_!k-W{?aN%IOu=)YR1W!adoH?PFTk#V{?dL>>$8Ej7& zed?s5uD(tRJbxD0LUQezz@`fOH1~NkGXIj6dLHKVezV5~4B;LsmGGHSaO|fSn_%!j zv`a@?)LPWKr2nv4eh)S`2HyTJ?4+&QBLXd@= z1go&(QIHPFtSFIr#fqD)jx(ZfVTY}6lYu+x7EBjL4izSOr508Qas)$iF|cW*)cqQ%5F zPPVExpadRNv*H-JwD{7Z1d2Fc4x7pAA$0vO=s5bwM2=*A^N8`!c(lU^l}sSxH+mO} zZUI5bf!~I2*~Z-@h(x@S5nBP9!NpH!_~y>JbnY`23uRL~4FyI0cz68&{5L#I%1@@K z@G#k}tarUQLi|W%OsdeV66{tRVa!7N5`$$*6~p9qO`RaZb8XDmQv3w^v?xkvecX$s zfPaj0e@n7a5*`1;HJELq1(P%m%QBg}DwJN1{{xM-R%+B&Ns!dOI8L;sr=iM`ctb*R zMv{8a#+cVmV07=~`))SHiAv!Izym~;Nd^d|pm9expc{G~zslO`?%5MchDc0QC8Hi5 z97V2>nS)G@?~1R7W5;uxONwcWhGS7%;9kWpzOnLu>p>bW((!}QYsN9 z(*y}35M}+0F23B;M1`{zPCZ4y*BXkLIY*(%uo~a}eef&=-}1(4c{*_RlPlYQrYhnx z@N-V!b5+#T?9A3;3*kb-+522!E=-K&U5j;!T*ro*##0MHmjwx`L{Ri8DzX+(?`#~G z@#vMfy;o4v&e%+WqCXJD4i5|qNyb7DTfzA)ioqMjjWUSQgTPV`Bbp2_OyIhb9df}a z84;c92{c4=yqmxv2MDVpW%Dwy%JZ9%7xRr2cM{n zLe#1)CMtvlXA_jDs?RXfl8v|~F~k_)>j?UAL}*HL|df_1-`y<|L%PeLN0xY5|9ow?LA4EJ%LzM+lcxvG?klVp*tK3a%_ z7MmIe=1piWiaPp;6*etiLJE2OY~bX1JxGj1n?#Pb7)ZELHR)ktFcC`Vh5>XUDTw-t z!lQ3{DxRo|?DDs$;P2jDpM}y@B;`aRgx7{Fq_;k)KY^tOp*z6UEPMTd2^(%P&VEw&5%2oc2HDM5apPOo}W$8dRQBze}~?{yyAWY*~kZS zcv+8AC@zrBo=+h~v@@ae87?v&yM=TgWdugg$qIqVm*SgIMXh66qkW*$4pWB0NGMD} z8Gss@nDRjeXfjQ}Mnu7J5Z9bQRY>{TP;MKUAHc+u7c_#z4hoa6CYQln?jl z@!cEnftHxI;=k`K;>JnZT#$F?HI&!hx- za`v;}VcMsm=(7xZ=TeomE{*>Bt&|rF+>zj9NK(w94?vC;8-UB(M!kMFQCMRWp&s%p zZ^D<3hNr?DzE}|ry~JY5pdbJm(SxMY7p6Bg{f#HT-_@((*tPukZ9^H&qAkP8(QoXy zD^%rh^@;Tr9HbyUVLfNL3}FgUz^0a*av0f{g`rXV@)F;x2A z>-N_Gwjv@?j-klV#(Ts@J>Guy&i)rMjfzo0i?72fPl?u)XaOQ1+2X*$xR&1AOaeb{X47Ut^p@J);v^uKlsQj~pV^B_E3LFNu#iIK~vf&NnYf_z}{1O)^;(vCo z2zg(rRi%4uflb9^tXfnRWQefxYK>p-S~x*#mx270wFTFeyeVy!Qtz)zA0JP5!3i0E zY6v&kPc{p`&$^BIVdcrS;3zDf1u|-SM1YWzg z&o!9b+{A{Ug^d2)ehwo0-}K^C;Uu^Po_Xrzd%wfEqorlPYkDsZT^Ndl05FItQ>62` zqH5bx`Qd`?V_{SeQ_u+&^XAuaqm<>`#WLklfQtmXmkeTeS#5*{6h&bG%t|5^qs!o| zkPX!B=&LambIvImap}U_r7XrXbKXBLz?wN{PC{iJfV=n|Afhesl+qh6Z}CHJ3+OS5 z?jr@%SYM)h%T>*7qGz%$TK~BBLHsTI_h~gQ=-w-{T+VboD|@PKH$Mg4f(2fhJoXBg z_fpC)K@wpyMz+d8;{}}g%J(fYut(-lPADC+)a_E?edH|88oNS~KnnV*L|Q~dmH5mO zY+nIE`mfx3yfBMN8~zR*K<5GmrAtvnut>g`%E^Rb#|(7|ng=@Ws;e+;Em1fIl~m-V zc~}c;>-jwnxV$;Hm_lp3VG6?=OE6V3#(NP`gH^w7pt2nlPcwF}HB##kV}fE96Alj8 zT++MUTv3BmSkZ0iE>fDBrS<%FMvlE1NVla0i=iqJz%&9~zWe}B;O38p?{D3+u1+sY zXpB<75lM`h|)>V?WH+h+e?cIXjT2l91Pt__(DJL(aLp z5qDl`2lpDrf-A}mBgxolA_DgtNlihY4O9~H3z*i5crI8n6NzpzW|p}Oq#asT+J zqaAfH9!@JuRYHsAL2N#aZPU`cV_pN}kc6`T7-&=Q1M9I*U4lZBpLGcX%eAY-)~s2N zwi|WEyOQ7oTisCKcnTlI&Y6#C1>QKBmLk7=7t(QTiq<_`f=1K9+aBxI!F!;7JJ?pI z7|ZtR46Y;U1aFuMmqAkN2|)2hs?AXv*_@Bp?!>?~3CfvQVBN!ct=%K>(fZUqoW^BW zjzNK#zZ<@(kb{W&MjMx#ihw_FXgVJi6cm_MrNm=cX}NY)1>OxQj7bQ`G2sce7O>4+ zpyM_8I%{hB&mm9g=#??Wz?<)&2&Fa+k zHf&zyS9I(977k&y;w7X@(Pi(-a_+l?V*Iru3RZ8#eFqry8}o((R~BBld|85tH^d%= z*>7L2SZj-{rO=LhOFe@hdQWGpftVHMf5hsmpHqr!ONS?rG6#n-N#afpZ?uysFL3_X z%{DtB3fIRd5g;xG>_;|Ff%fzPM$jQ-0g7S77BL__vp`=SVF!yp-rg5Tehwu-p!bx( zY0O}hhuh5=5x*ABYcyn`W+l@sGUZ96mb()z!H(sH`6Z(44*#2lqcHdZHN0_*J&~Z9fVsWuUH`fSdma+3GJ^y`3anp>0Um@A)E%K? r3BNop;s~Z+sY|*@ApigCH%8rGJu!Nfr8DaleTcH6#`g(35B>N*W@F$( literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/fragments/t4_lysozyme/dg_results.csv b/summaries/2026_jun_08_abfe/fragments/t4_lysozyme/dg_results.csv new file mode 100644 index 0000000..8532d88 --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/t4_lysozyme/dg_results.csv @@ -0,0 +1,13 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +meta methyl ethyl benzene,13.154417414406655,0.05529641076135043,-4.056124917100958,0.05637784664670289,-6.9253707,-24.135912,0.078969327182186,-5.08 +methyl benzene,11.75912962960728,0.05082117404922853,-2.618642789117512,0.053122721705491496,-6.8659706,-21.243742,0.07351744890256377,-5.48 +ethyl benzene,12.6227862269049,0.048242493282664646,-3.4929996177922153,0.056149733983181474,-7.4920993,-23.607883,0.07402790544456858,-5.72 +ortho methyl ethyl benzene,9.330778339980256,0.05421290316400442,-4.060362331641343,0.055691629303696956,-7.721061,-21.112202,0.07772127407582893,-4.53 +m-xylene,8.523997969208272,0.05430108996541434,-3.3821913070543617,0.05457566004672829,-6.592643,-18.49883,0.07698773305513079,-4.72 +p-xylene,11.745599529515136,0.059620779842587845,-3.327751943237583,0.054278180342558394,-6.714979,-21.78833,0.08062727981482212,-4.63 +o-xylene,7.90258730017476,0.061461320111480304,-3.209943314309821,0.054148995749281385,-6.7844744,-17.897005,0.08191219451645491,-4.57 +butyl benzene,12.379475394237254,0.05293899458414269,-5.126240790202054,0.06013178741429509,-7.718276,-25.223991,0.08011472402260315,-6.66 +propyl benzene,11.081785427831154,0.056240282533246526,-4.242362254614327,0.05611829791851362,-7.8582745,-23.182423,0.07944956098488173,-6.51 +para methyl ethyl benzene,12.545313253691468,0.05166389749825061,-4.1084487668635825,0.056140681806806814,-7.7171474,-24.37091,0.07629504871512224,-5.38 +benzene,10.99102670625848,0.04873180539701735,-2.0529187230274015,0.05024774613388668,-7.91124,-20.955185,0.06999732029719632,-5.16 +isobutyl benzene,11.66225940083748,0.05975451674150287,-4.956117794775955,0.05664368317112104,-6.946136,-23.564514,0.08233534547325887,-6.44 diff --git a/summaries/2026_jun_08_abfe/gpcrs/a2a/README.md b/summaries/2026_jun_08_abfe/gpcrs/a2a/README.md new file mode 100644 index 0000000..2426aeb --- /dev/null +++ b/summaries/2026_jun_08_abfe/gpcrs/a2a/README.md @@ -0,0 +1,33 @@ +# A2A + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 29.27 +- RMSE: 29.49 +- R²: 0.14 +- Kendall 𝜏: 0.25 +- Spearman ρ: 0.38 + +## System Details +- Ligands: 25 +- Host Atoms: 4651 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 11.30 Hours +- Average Time Per Molecule: 0.45 Hours +- Total Nanoseconds Simulated: 3721.60 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/gpcrs/a2a/dg_plot.png b/summaries/2026_jun_08_abfe/gpcrs/a2a/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..5593e32dfd83cb0339221ea8754f39adb1701edc GIT binary patch literal 59718 zcmce;c{JB;`!@O&Nk}M#%tM1QG*G4tC8dlJ$vhMyV*`=Qq$pCEheAav3WW>}D3l^Y zW(f(IGVbHj^ZfSv?sx6K_FDU1>t6TsGVIJkZ^Xjlia-j^Km?7wTs4aHwtAVEBTkoF6k3~*T9p5 zYWwuh#Sgc88Le+BryceBY4A8LHQ7k{VP2u_Je!`Dm!Fn)>yMXt`r@0{k6Jl_eatk> zEX)7sB<`RurdIp+Pt{7*9sm9~%AY+oG-Uao^_9$8|9+g#7i2H+@1K=YYU}=ea$5-h zoqr$H*vHuLp9j%fhHU=#L0#tm?~hd1S5a9pF*(W48p_8SI{LeGsoz*}+qTtn)4$&i zG^91WIBUheX_M-K1FLLpZC%cuy?pD|Mrj!twlhkiq6}ZM4Q@R1U7Y`$t00W8lxlem z-#0U)<<-UAx_WxTrOq8C3Qgl$cXw5lU8c@+YTeaV=(g(T&!6?5KUX|3%ypR>J|4j? zwStL>>D-_Gt17>eiZ4^85F+0;f$B^H1pqDHLaCXKNdqJ|jgzLF&n& zrng~iqAtI`E2L*+@JmUtNS=IIR(o3}B`YiR`gP`sU#%Pc`L?z#u2q_+L}>)19k?c- zsCaUv-F~d2zIP~%y5d0=mMG)EprF*_Pi?pF+*uXAQBu3~l8^kQdG@#0c!TfWz1wEB zV#SKi-d>t04I!^3EKcONr*_m7e}DhZfq^)yx!jYl{0j@^X!e!e*m89HxlwZ(8k(}t zpY>P=$p&i*eh=L&AmU%?b$JydJ4Hc3;YD#V^*bMp{HIUdBB?kj`>%2e|6Ste=PxYy z-P3cWw)U|5VB>0o2gj-&TU3lYCgB;GJIt}&B9>UsJi9s`%Jl#{FE6hUHGz2f^Q`#w z)rPMwT(}Uul+^mzrPJ5qc-y7YOAF@q_93IAE&)M7{STIxGWy?A%6ZRh|NiP?a7(^J z#p~Bp6zvDc#AWyF5s;Btr>Lm-H+wf9pYr(9rd^J4R)wO5IeY>FE8e_$GtgeVn^N}f z9i7kY1l4G1aW4tP3>L(m4vQdDR(ElkWfD*0`9J-ytEz3MeeJw@hW|M`fvS%hL)dY_c4Co^E2)1B}#D^ zBDmzF-!2S&eRSjDPx-UmY7b3|cQwuO$e;6@og5NvTYP!`&tv-rfxsG)4Pt0suG3P} zSKGQ*ZO`*@{O%Z<0p3e9{B@Lsq^VagUtUj0c+@CGcBYE^H~C#u&fj0|%Rl|)dQ{Y9 z)nKNsyUr!=^McjfArmlm+Nob0kL<~hF%9~@i5z1Q<*tK#zG z-XaU?(}Yym*Ci^Xq@~@k`|Dh~uz}L~?@Un2upYux7piY=8=aWYFY-BX;DCOXu5jHr zzS}Cw%P5U6+m2$f$ihdrhF zxifEVZLRD4ZE2gZbVo-=v5$!g5A^4-9R39byFPvXoafLa5g5sj93--uq-y%xGZK$O zLsu8M|4glyTC-_az}2f)8^@B4o*f(f^5BH;_flWUZ9{#1fe#;w+1uMEo0VRo&o|3C zA;e_gz_GVS{2cKx-nCy*_6Cb^my<4b?ls+-F-E; z0^8ZJQm>g!X@s|I5fl_mdtAJagpabP=dLGDo*~Q6c-%1HN z^uGKpBNYel=j$;s8UBd~wWEv;>epwOCSF~frZ3z=j?PW|Po~h&&~rxYy-Une$9kc2;jR>q-E}Z(cnWDtq+YJv zsRD=FYmBIrU4#5?T#MHCWKvTTUcFqObyy78sW@kLFifk>JrR*xC6F2&v|QIS=|pNN z3TayB?Hycs&Ikyc|A!00*l7{Nsp0?mjD;V*RLg&UM7R7SQfBcD>9h~{(fZy0EyKJh ztuvZPWUAz2a@@6UB5S#|qCQcPhv5X**Kf_| z?%DLp}Jc_W`YcUU5ZUtFA)nEKsuEqE<&DvH1h*FO4K2~*=Tg)QXqDyDVH zcGjz+Dh9#Llj)rzcZqg^K({cT?)4hYufn3>}N$-n+rm)3g5T*N=bVIy=oz z6uPdA5iuwq@2e4R&42a`C79OU!J*>w=XJMl-(LC6gG3`$qg-h76VbD-SKLpQFxGG0 zyjinppPK%sn=Q-fJjHqvOZ>(t?*y9@{a$Gsm^oevXL`yi0W_ zL__g==rI*tT~}@a@>4KXPeo3b-ii(Q-}SktL{1?H5G1y>YSQz#g&|{#DG60!G@4sVPU| zWiLN_wj;|2Fi1sPo4GnxJbaf^%liG(xfYs|rwZt;3nwS(bUp$Cc2|S2cJy+Hws|Lp{dB5M^YHM= zn4QU|YN@QGxpU{ve-2>DI#d0zBWPE2#!^30e0rAby1uTb3g3H7eFwTt5;Rebaf{C4f!X^^RaFC4L)t+po7iz+{`+HeM& zDDd}RIvc-C_TT+qL!-+|4Mh3#Ut&+EA$$Gl>hfRJ*f&U5PkH?F>t6DQ0%8CDkZKUf zqQ0hu?%stY#d}hSI5zR~rQyq9$#syio??D-|0aCr%DfPv2q)WW3NS_hfru^PrJm!dTJCQSc+Qn$W;PyH3nJ6jtMkgr}| zv0OnWmgr@a-8e+C9haBig^saaO)Z^$`R|BKl4GW!v)u3LXOs7el3re}%tl?3?>n2X zk&g@0EEks;&E;jd7eqz7Ta4O|tmliGIn(9VAwb8@Z^KYWGGlg3gTK#CAMzC}|Luk* zn+MH+<37Kj__Ee}L6=p0tVxwAl8wKM&D31up(QYNQJX7LVdi@7zZY^Mp#j+MU$kOk zT=Xnmq*lyfp|3S>jQ;b&KL36$oLEHtta)MgsdpP_0%zZmHJ4vrbDhv*MpP|}h@{wQ z$BA3y9mCfCd*M8+MqQ`$F}xG&zjx9gFR0Hfo5zkViIHWj4?N0Dlb)Ww-g9?I$W2>w z^Xo%%QvW`>m9bu36?h^dB7(knlbV|5Ax%yHloX4|Ik|uD!stO`Pnn6kebw;b?dT4& zp_*$+TPBdoy3Z6nSoOeZOP%1bINz}~BAZT0DgWsD^1!h0`xkxz5l5u7%oBxARBSj1 zR>*AD!+Oem`CRGDEvjO6=nB=IwLw8a*eHF=f6>F{FnED>R?GEX?UZ!U9r6+xjLTn> z&15iM&9Ogl_qnlsyEJ|Tl5MgkjSx2EVEa>-w;9%5x5Ax!zejysP3`_YH7)I5Kfc|y zSEJCz_QRc(Xq5c?C^66e4m1ePPqjL`xVx+MRmUKIFo=qZ9=9sJbwCA z75~9A!;_Qw&Rw|BjU4jg(!!qXV~<4K;&0qo7oU(|Qy}_BOo4^XcYY(u&{gzJmnCkW z{`xQ!E%TujXZ8)YD`<7DNz{c7sG z!EQK=I(e@trmo*wThq|g$etVJJJV5On(PFWeR#7nb=mN@r&N?%l4cV1Q=ysXto|+8 zWvZfHlb7eDD4n;=E^WIxm7kwa)hjPQ*N}E#rstZ{W5;jOTzlN<06+(adCZEYNXey(Lzm{Fmt@Cj2>owWUHUi!>! z*m5+nGG5M&a0&Wok|HA`=_dn2!jzbPkYEuw#Ep{z$!Y5w1@V|9!XlP)j*_V-fQ?VKRBI3v0^$^S?hG9UN7e=_2{A%&y4mmP#<LT3YvKPe|s>a-~QWP&d61Vj80PW_SLYlri;D8$St75_0G$&A-1q@A{j`_m@lq zucEhKcsK(p;$wUjMqb4eKNU;RmMkqy^P=C6QH%`(!<5e^n2>(bpS zD35pyvh`nAhOW!AtfCj%vZZFYZbHNHA@bIH7#_Fr#sSV<-r# ztY^Mz`p=fBLY)-RT94$tU!?VypKgfGa~|hFnt$3MH2Cs?{rfGu$^)h6O1TylkWbJr zcYn$_6cQeOB{Guf;iE@m6>F8u0jlf2d@(q+6q0GbZnZz(de1EycMvF)P7p?cZR-$x z{)TZ>cb>Y49&M=GhRnEKde%Ky2~=TFP?*ngfME8U=j*yz4GD^|C;2_|#lH-v@)~78 zt%?vvEG${v)c6mZVa6^sAR7`jaXU`2;+Ww0neQr9V2kaQq;pY*f*rEJd&^{5NS`;-7%1!t+TJs;4!xlFs?--M>3W20lfgZ zUm~4Gm8&KSc9BXi5VJMEqVWG{93+M%NP#jMWU9B^b4Os}xp)OdOEWYw^4Ne>>AZ`l zXHZ5)M)i=v^OX!6l!aLN_v|TpT&$AriI+#_i@K2Mz?%2Pu;=WOmT?J+rRg~YfRxwB ziRP9T6*DtlG)0-mpKb;+k7N@)#;2fQs{6I3hCv`oLs)P{75{cVzRm|jv+=TiYZ2TT zlOhj5Yhm$1A|h(@+n$~J3_|xYsEnPHhkd|M0ti~z*{$;N@rk>0Cl$#SVH|7n{nIDu zx96|zI@7k*U>A-*>DMwcgb9{TRJhm;EG+GDX?}(UAzOJ(X)!L>ZDwXnaB-$*?K6ia zCeR4M2qF=~oQN~+MXym*&?-eg>GtI{n~KrTZDjhf$ca!fLat7fKfi*SntBHSI(Wn= zvE`JUlzDN($fi8ruC5bQlcIwnZ3k!v%KwbC?b#kQp_~U6Zl@@6AotCviY%vtmiO$B$r&Od;5e3d+MJqWVpD!UO9~gyuR}+-@kt! z`2MQ6d=k4~-Oj_ov07C0LGGX+g4#kf!sel_%*vUCyANGLZ2croIDCBwvW8~!;W$4K z;WficbH7V1?CmqBE}cTl+R{>_JeY%MzuY*N@w;S>NoiqXo#(F>;liOsVI?Ic()9=) zhz!7b8qa1(H07GT#d26UIb9uU%B?^vKp{=Ujx%lSR&OHkdje|b!n3lnR4QhkJGBN$ zm=<-;jP+3bV#Q4?-(BaYTfKVUgJX{!J*#FzNLSqqA;d+WP}OdsPfGl0i+UiHSBxbw|1kf+&{`25D>85 zb0d%!y{SbGwL+H7aRMn#XDTaBmo6<{ESzi2cOdahDI4vokg}|#qm&_7gen{p5)y>_ zriZ^>0rB^`ynIDbQBkIT7Av~1U=Y5Cz6=cyixtW=m-t*fXxh!+ET^!}=U2 zr@v$)4XT3&Aa#v!>}B`6o+0>YDCaI-JhW!j;!CIVb!u;`sx00_aAcZ1mzbEC&;}Wa zsNuo04Ldcfv$a!JpyaZ!u?5!LlB^N$`Soi}=Vwy~<*}h#H`)?!AhW+{^EKPHZJW_E zdzQhb+_g{!Zc3W*bX=Mf=TW$j-g&#)3ydkH3?#S^>V55p4^kHVN>np1?xqGlv7cb7`o;IAf75tiha2-CCd|`6X=!x}eQc$1T)rsggfy?VX zQ}>f;CnE8zHflhP5t}5iC-vy5pACqcAI1fSxhKy}k8q=kH$1gFy5rO*8cO<#pGTDz zXh2sGO#}I>5;U{RaI;jrk}uD0=kIC>dps!0tg*-mQjX2r4{~?!=_@?{XLEdfyg5=e zb}q%WulgL|OO9D-B>rysmoIEucXqtSqKy7X@=ZP4^Jd`7gIg+1{JVB-aB3~6>Un#O zkoY*{tA2NszWs1_cOE|D9k{(yPge25#8z)_Z^BAt`2gxwgs$77{nS?Ly`p+)JPra?G3>4y>HZcWW2Mj#K&a(;<PY4q2*66LdW32 zzi%KLNg>j*eDd=0=)dqEMV8ghvsCAjKgUc2iP`BFzDt)N#=Qn1I6j>_Fsa7|N|9#O zDk~&Wb{X3U>$%1(y@nzW2c%ZEOP4PF%`OH$rTE3gvETOT-rKjdIG0;nf?%=$V;$Y0 zF2K^(-kx{r^X7rU#otm#kxTi2_{W zOjj_k^%TSn@eU6M2M4SA;S1uU}VD zqYuR-NLdl}Exf*78;Ppo{rlBhj>P-jySI6Rm=VRv$!UJPM)JjlNs&9doan{H#jy_u zq-*7OgF0J5(MPnJ{W!8RxA}Xh#OWtbpGL*S(NO}Wsc1>` zke;x-qJo8ohe=XW5@}jP;q#rlprOQ0zGMfatN48XXh!VY*%lpt60CQ2ItZ=P@W7h> zYRT7o;Vf6^F|>hZpYq#CZnoKr`d^W~$8e&{-@ZK{EjEvrtRkHmj%s7J!6DrOzTA#m zB$B6pcL<7#9vb1E`%#yq%1kqlnkOw|C7KF(YoPVHBonV<1iH?$4V&eAQ zyXy>Jbr+|s^k~XMGh*ME$pURI7$=D&(dhS?ioC35^-aGIp}nFgDmYxif#j-z?(?Jg zDt5>M*?e?r>J19IHkt=UASfgfm156dINw$BL))dL%K>x32?_;$sc>Q9UH&}S()xS{ zL-JLj7%Rg@P~hAViMJ_lXkY;uKp;h)`_E5YL*P)PvBW~!4dA;2@cUj@SJR6dKfB(- z!_K~yBS^rRoe7b4FoQt%*n2HTohPUmR(wy@u`#6`V68;~2ST(aA3gcmA^2dA-$;s>bI0l_4>&~8Y~w-VfUV9Wro`%h^E}h+d%EU zdQ0Mo;Xj=MOs60MN%y6trc#vqk64^OEux~TYE%8=nBhris8>jXjxLtSypUytz0Sux zdX9z?ox|w#H1gz1>GX?$b#ZcTn^7{&?d*aF2J9Jm!{R^B)N}ke$$%Q3K`cWWJm^a{i3!;|`b(09txLj6~7DI(6!l zZePi~!WL-p6;Etx9((_FoyXCWi|q+`6PWg2e*4AQ9@;Z)FD~CdnzUkOLM-H*iIGv9 z{$DC;TJzD)*W_$u9J=Mw`;JB4caaP1MHMhj9>|*8cA|vD6!1`>PKe$1&hhz^Mapl6|;*%4uU_@z+nOO6LshZsx?UDcmxG1Js0DwsTJYxv>%;7}rf@F4|3 zM(^28;n%JO2L;hS1IOgec_-)aD^LTMA3PAnn)U@{NdDF~F*X+AmK8O~rUBRu2oAPF zw?SEazUx`slcuAINbXdAwJlXRrqS0W?mc>R6}Y@>>R0Ow$O3-4PfK4B8yT}J=AF4u zBbf%y{^@IXrZmI!LRwUO_F!N)>f+Ingno27-SsJ|kmGATvS6k8QQp|N9;x=0Bhm&B zO2;*PYwDS21ryi;Hsb;ZK#a$aACp#x@EC<=)m%!KPV{>SO>X_-mD(pxlXMs0hO~k! zKXVW&QYGO=NQT|&xX%SE-1BcTtYNILs=&5Mc@7&jH#e8TG7=+dxF07So!r@_MIZg# zlibK8H*PwA$!2r+@ECi`>&wT_Pla@HB`|Ph5EFM8ziN>A&rcZxpYN}wg$D+070t?( z{30UsM~)n!V`RK}x)r6W?0)D6MCB@QC#2~>Z{<2Si|pP5b#Xt*La3+^qCsy_d5yHa zMqU<9X@f-g;m%G~Wo63#NUl)S7$R)~9>|>xMhn=9=f%mM6=33#4>|V8m>k3?eE4vBkYf0ig48ra(sfKs zxbHaKNC&pNz}$MD15$1INMwrvekaO%IrfFVSX6(- zwm*qg#LuI4a|^9~YPnZmHJhxg?9FNlH#%4X##^49B4&|guCyBbolXPsCEb2spc!tQ zf0}>q-c245>4$Te|FMxD3HcY2zWjfpP7oDD?a8u$r4h7eg}d#pWdcxXnI08VCw%q} zHD$SlrAJ;h%RJ#_OVJpj3uGk|IKU~u@@CiWm6S@~T1yadsg{?Q9W-=)7pR}b$!gTO zL%0%&{3nE=47nTX!t?(5Hz4% z>|I5lqV)J%w{F#r0T{~h6q~>H=ekz&%Z@lCrk04D@auU8tbQRl1*(RI8;>1376(ZK zB(vajTxRB0M(#c9;fo}c0ovKe;BL|W^nK$Q{n^ou#7X$zimzWc0LpFOwQE1DUU@!q zo^<|v1}CH3xObkusp9nG4e}o}0rnmC+ED`z@ZOL%6)lo}rZyF6L75cO_=y54qW5uJJ)tk z>u!Cfjv$Uq1x`0m>>CsewllkP9ljy;-L@iB74T-NW{e0dnyToqMw`rh-@iOY*$&3~ z+_`gQknXz_W7aPVD*Dw~qRP21Sc9+s$cp=#&DC<8bL$rnc+pxwOX%<`iP_A`N-$p% zykfD}@1WS&4R9nGwB#UWkrlUinVork!V&h-=2BlJI3VgveSPs#0$aDzAy3PqWhbpa z5T#}{>=UH?0KU3-c&HqobV^FpoI(!V0Dx88z;px6d4k|z#y}-< z$+^-HF9}Xm9&8^6&m%bSD(@aSAQzsS8Rg&OF?jPwVSm-PZ^!$?gUg49raOGEq3cQk zV}@;Ee)jB{%UHKMtfi}9W<+{_(yK6p^8{C*|CKA$cXm57p{(J+mo+tQ#6nl$gpML^ z`hS;G$n!~G0`#7YN0JW2+gli2{XjiFG|tz&cZ~vf zCF!eeBo2;k(T>uCuQlb;!fass8qf$USy@>F@WU=N2`bjs>CBrp-ThGqwkH5dY&HC- zD(2?NWQF-bdcIA%ZepS0TgTvEReOW{tMcLamcRtN+#eTee<)#}*8>d%!g1S$oLG*B ztRJ+)Gl_c>G}L|#4UMhChfFQE&dLdI+jfw`M`4bRj_!>;KR=U4QAUNjk(`z$SbJyZ zp?g?iI~t10^ho|j71j82kiX0f?_c@_3M1W?ZiY0G1DS_G~urrr_edmgUMS@p+mi|d723B z<~9D^j*bCB%eYw5y0QF;(b28aK5Wxjr#|0PF*d$qebLjifV4SOelGpB9Pg(hA{hAv z1y%1Qu3F1OhXba9wq)EMq#7Wx(&6~*s9(smp*UFF=l7j3g(!vdn2 zMcK~RvG%xtUryE4Oz=u}_AZDp2+zLoI4AjmHt+dWMeamWMDPR=5pVBalhaAhpYKLH z0YrLBWzh5^Qhg9w<9Cip3Kw@#I$?2&c7ll~0M0B}A-CJsvS*EBl?kRs7>+yYnV4)s zzoP=9M|uI&R~|IwuMQW>jZIEg;Uq5~)S;mt#}$?6ALOE`S(Zwb;mdqtD#V%sKuJ+t zW3u7%r%%yyindM=b2n{*Mp(oB@!?iddViZB-EIY3feSdj;Nr!Lf~X;G{k4}bzh2t^ z3(`&+658n4*!$_s2pj+ukYuo#=yGp4)_wdKgm(kL+U_&!{@xQ@1_Wh_Kc6{v{O{?f zLdz1NNFdB6&mZ0k{s|XUuZx%0Tf`+f#P16#E7gbsR{Xm}?{s-lIRN<@imp%OwQC2U z6Tm6S|HsP__GzLz%F425Wj*;r>#c=1pPHf_{Tc38u6^AH%z?y?ojcFsdFl7>A1Yw* zr+~sHUa{A&`RgvA7>z-t2V!3TuJSle6OMo%^wP#DsOpsKbG5D@K3FzxBwX~52Or{d z`j8SvXD1yX+3fExU4@A9hpjfkA)Q}mbIQo0}2`$3y68 zBw^8ZThtt6x|I~*EuS14vl8!6ELJMI59zw@Y}I|!z+KrheYea=(T6sXYV!O{{ijdF z)n{pG3F#~lAmBaMG#pTl-(PYZKYsk&?8G)4Us~WU5IG{g(XPacyNZcR85VH?LBX^0 zGiUX4PH=$4FV-(abF&sMbJ92;=0<^ymcGilQ#X47n0dJM`C6OmoBNU!eXLvNUoO_2 zvbQh$^hsAYXcJJW{I@gMYNQQ5l$_QArwVl6!gH7Ae(iq0eF}7wX!~Xg^2hqFt}b@@bK5z0pNV() zhU5bpieY4A>{ruQp94`)(R=?%bCK1D?yl&fft4M}lvTMbHI zdMbI(_~B*bx0H&mIk%FuwyW{pgP=yE;^QMKg4gz-?xQTZUZ#D8=2)4Trcf!Y_TxeZ z4lW_hq1-g*J8Z;3hu!-`AuGC&Wt5P1VC~@~MQ-jr?q#U4+Tb=R?+lgYTskTJbxCVY zOiUh{l`7Va1BoLY1+u1o`O<_0Z3zm2w627^5E2q1a9{TPxDaAMc=GTwBea8nx}QFM zazTGciW6zf(I>^6-n#|V*%dxI7=T~n1l2#bP{r&)HlU2gJfmdwCRD%-1&y4rr?AGZd8Q;EEHk4p`xZ)`w}CaS5T?Y_r#|B zxlaINXHjHe=6v1IpkrG)!{mPE7w4u;e4ya`i z2p*s9+3!BwtaCb{Pcl?#W{Z$euhC|3`F`UmsvQ4|rGjvtaInb5I(OzT&laQxLL81x{W3w`)+j)&-2^K}+1=gF){&tR5jSt@yaE4q9YS$W zuVeRY<)p6!vOkK5=JVsx%S}U!IkE3)R~a#c@6``DA}eNg?AVjb{}M}| zdF&AJukUFk=JJkMxPg1E#M-BE>f4mOoWqMMIMemY-Bg z&|YjsdUxUVRJb^W$rcS;%Pjx&k&-aG-q_vNCNF>e$;fs6L&&+X4+4q2)_QlkJkg)K-Vgb zPhMHS+l#m4ua9j`*z5He-3vQA`#Z+V1<#)8&oEpA7hB`gOL%FL1CT{F=huFLaT=)S zG6)hrVPW+r?I6v;JorQXXqSwQSjnLF@;{FNw?^Oz(ydih7+dr&1cniO zOfWe?=TE8s8%rCX09RrrjV}E7d!0)UB+b6r{^hfN5u7wPZ{Vzpp76v@6ZHfXUj!uA z3J}of0qEAQJpgtHty{3TNx?gXUC)JcV0V!MYjC2KN9mG0co=gVn?N9f+eL@9w4^`@ zzyA%ENChKQME-^ErUy8msP@E}1JHik@BGAo4zbMxEkzeWKWzXu#GaG!n%CG=>)AeN z%U+f{)SFB;&`^~%b@&(@Fl%pbX91Qc4mn#rXp>4`b4$Wk7b3aX8q;&H^z5 zDl$WJk7~@bso6mIX&Au3_XR-6LAcWaX3+Wj;S{GrPtg5E?@!Uvs``!*M0vuD5Dx0o zCsv3bGmtL`+(9>GiMpm+$GO|So}#ogFGI)#w1KHO!Xa0$R)Is(DfVW$V&mTu+J#vYJ@ z5g?|ozCsz2w znVJJ^nFOlIh>x-a0yszywHD2}!v$=sV(l^3!JoI7vndn_Gx|ENoq;xGe zKb8?N&W32bT1J0i+h~dVdUDwl`fp5#Z$e#!uuBbg|31OtvC^Jme=6r%l$O$mmmfec znbmyz#sLG>_#ZIv&3|H2Vv5pz(&&uf9Dh5LH7ygd+PL_Q`QIIK}XT|}i$x-`2Q z8Sa*d!>Lo-KG)UxBK`f5Zvrt(C`ZHz;mh%O5_Z6Fo%nXH*A8lG62(ay2lU`yph|F! z8_yTqx&b*FM9d0-C^~owZklWcn+^#y5Eztv!TU$JNk@c+^zWHzH&95UqoaPo!K)Y< z8HHMT6)pt8W(B*gLdXuZ05Qn($teBAjEO>$rk@mj;|3-I z8DW7?K6-R5fc+Z`=>;M3xULlO*Lbet(=|8UFqw>Zyf8JKrJocg@{zd9^bcnWD%;sG)HhyV^HTi7B-@}M z^^U&af8^7u&d(ixv7UqyikCgR0uX<@jLZ$W{ota)(0I&^Kuppo&(sH0;lmjwpW9XwX*UW5?9qQNo{GU44IpLvtHF4%df^tE-B={Z=qak;Ht5Ux!}ibs)n=W-czV>7rg6 za$D^U2?0P89~eq_Rb zf^%{t$nf&dpP}eEyAiXQ#`)Rl^Elr`=i4ZGvaG6VCG=fo46G2eN?d&yfV#0+tNN)D z3d;c8-9)~Cb;^6X-HS+cWWWT&#xPuK^v9uGT7keK@Qg?lV4S-_-_z025$9^QVQ%8@ zp{L;b5e^mjMd*ywyuIa*B+7>(0bAfNB3<4T@dcYqq5(}k928si?lCfP$@)2${H29? zOlRwh5}4Le(be!s93v?-fAZcl%)}Cha*yi6hz-cH0yP?lEJx5jAx*KMv_L*Iw6p?% zRQN&6O%DVO9KvAQI){et{&vu_rqk~wTbPMNZ{c+XKrEcQ4KG)$;1tPuj3kj*c@cNxN zioX~*i)Gvf_3i-XcUVBg(a-7X@vL8n2VpNnVW!X_jl0%h2Hl9l$H=~2`SitO$6}%B zh)|f}?+|t4qNE^UsvyY+fCZ=?_QlK=cr-W%DattM*N4L+BGyArpkZKOAfpV@ZvhDD zA!f)y`1BXcDD~O0_Zr{FLduFFe>7`c`Wp+^Fjii63r_h+0nPvTg zm6-+a5&&dHk2Y3%(#G0)YvY+CikIfMJ{1R@2!kjag$}Bl?i^V0l^9s%#|-oq(*}i;KBrLi@lw!bbz7^NY{59|wnD=a#jq|Nw8HgBZNjauUcCbC2o9#V;HlMH zCcF*4t~}hLVK41M&ywjN9hUn!$6wqs3srS-6q)+2RaxT88Z#*PTlt0vAtu_}xhc$? zoFdO7Ky-s`3&7v!m(rR2{iU^a6Hv&^Nbzs$$YOZhK)*C#a!fy4|DdfeJgg1qh1uc* zpCRj$DG2GMWql7BwF^*3w{BGu5)@@SjKNuZOG&MG^-6(gj>MMKwg^;7+<_B=Ul@RW zKITOL!2Flg^ZCC?z4d4Gjzh;Jq`q|lM9obUm%rmSS-%K-$0x&@g5&bIpkP1x>&S{E zrRP`yD6VAi^7LG)dN{EXV`M$+7yA1vz<98FFu|~Wd-mq}6Z?72{~p623>%3(=+v zxsd)jQDR>ryPz4W$vceH1n`P#v*xyM1zs={#!fK)n5DR*x@M)Sw@-;T@6)_ID$4Ea zXy>g6O^IK7zGP!YdU_|o_~X31C{7V33U>GkWIg0fq1Nu6p0k+L0LjaNC(3#ZuD`Uj z;6>aI=)~Sl%k>M3i?5-gq9Qd1GKWxWmCxL~4kZtC+`*Xl9{}BSQdCxEDKmQC@g*Pt zR=gR&&Go0TW09y0H*T9G3t^xVUq)TuVx|3}CCf+eG-pmMm1HDM5D z2bu!ZH+C3ZD4jqTM0Z%6|8unP?K3bg#9WQzPxNHsA%=XR4tVbROHWrfy6wlg%SUC7 zh)Ng6$wQzf{RWw=$+FWx|83@i>6S)+f zm9-5ge01Wc9(1uuXE_WRlM!N&k|2kz6FDR`{yU1JK`3i^&)?s#f`%d^48-O{BrAZQ z*O-LuXL=%!i3(;KDqv{WX_Mo}Nu3P=vkQEJgGs-SnYf#vZGzb~(me*d0Hz*@j=cT? zZ*5Jq@S*Fmu|dRN2O;7d+?b%kH&2Salx?maDm~ZwqigpTD86q&WL%Gq7GO)q+z-+k z#e4Q5CNCq?kHGV+|IkRP$#c`r)9C|0H;68?0P5NntL#6PYYk4|vIvb8+2<_t2)%?H z&aQOHJLhdtaWS!ilHZ3WW;KZ0o1%tH5Heq!8%sTW9uFk~mTC~=YwU%~VB6C(%H0%=lnzc7@rq$0(BA$G3%g{1A+vObs8(Ho)g!&!Q$H1C9c6L&rf_lD(l)y z2O5=JIng6EH8n-Z5Lhqp@c`^{HMSdGyAxI5loc((APDnfaqj{k^PZHx`5$U zuiM;---yYAE1GjcivmQ7hYX?$xJIF%V}ApLKzLT-G!f?C1FVX2|DU#h3{5o|$_7_A zJ6Kfu4CFrM&S=qjzd`YAK+8x#6~@ujhzyL_&HUvd$#hN_YZS(e6~0RBJo}h&O~h63 zpWVT{m&&j|+hLKAzlN9+0o0|#GQ;Y@4$&d{;Ct6JkV2?%Rt>4@WQqgt0DGV=rZ&t` zo>%VKri(L=KA9Gk|8Tr4OX=e5gTuE8g2ei;?>@r?Gb|Gb_JF`Z3wY1icR8|C-f?Tr z6=D*dghkv=huHFp++V+bot+#sz!*MRPqfn97|c35(k2H#o?(io0Y7L_e9`^x?mIk3 z+E&A|bz53#aVE`rbv6Jmx#ni)>BceyZNsaJUKrBaR%h2y<)u{`AAjWV%XV-@gT6q^ z607SifpvppV%U(TMnOy19NB#Uu$we3mlprpL18vW71TX+rtj;LI)Z>D z+6`v9lL2k*zhuXJavB;KFbBC}-;~1*&-(!PZb?>G`jGBlcz$hu`#kf}?#aJu7HBhLC;lAjcIuWs zpM_Z{a6Ex%_ykcT(XkN%9tV9DZfBaz*oUAP>#A6VYjgS^w2DXmO9m7&{;N^L%6uzY z_-_K$ov>_J*i`iN))C(tW6Fnvz=0N+H$b0cHBg^o_9X}ChN6+EZjg`bb*SJfE%WN| zAq3)91u6p!8WYU`M);bx)eF%WlpO)~xHWTZqP-8M=BF%TilCGsUP(*W}*ZZUdf zZGsmg0|jd8>ipv3TG`(JRJ0VZTu>={J+d_~j&-l3{5)P=<@0BH`qnnzuJV;x(tpRG z$iZv};+!d3l6CxaQ%46c3Yg(guiN08W&Z9RkrT=^4p1|+8U`2~cfzs$M3NC#JvFBv!>k(KnAAg{UaBu%!UxuZ*Y3+fosXE$=`^d zw<>I4Z6p%|*b-W(WH)Db$ANPX388y`xVr5A-fAShn7=GXEx!`4U3-zi;NNzr5!H+~ z*TTaqFfRlmPxAQF<6;(D!G=%(b-7-vU>V(ZidVyMT!AnK{@An^db*<1sVIv~S5lBSgRy2*` zx34bLcsvsn5U?IO0T;wOG1FM^_$-3^`DA4DY;9*z5%xik#gHv7!3nc2hIbefKQvxm z)43-li?@mvlIzLz88c;+!#Rddn`1D&{>yquU{O;@*Ti>6{NE*WBgH3{Mo|9Kv=aaT zi8i_UNIV@%3fQbwP+*ay{gRS+(PxYi1JArkty8EdJjt+Gh&Fk84L4uLwJ-ZHVhHPq zt_)we7Dn9$J3`^vBMb$?TM!unmsPzkU0MtWJ4E_$=^r*$R@6WnxZ`ZAyLc}#@dGpm zqX1PPOJP3d4ZK6wq#jC~=UYV3SE)(5hru37D2)HqbJ0g%miomcxh+3YG}ggoHqL z$DA-%hxebWjZ(zaj^bGV$YeL6I{r&Tzz|2S){yqC*|lpI+_l$@2Zxal?dy}NAU>I& zIz^rWpDho43eLcsvu@o!Ud?HjEkqsGkcIp>_xm{3OiCw+4=*XCmHMvd9$cSCy#0x(-pNOJP zh7)?<-{{NHN@!&@1owA7XaGJRSOF$3onNKr2#HL0=@{uv3B!&AjoWYb!;eA=F{a`T zUq3ZC`Tt76zvEVvNHj2I^I!Cyv3qT{w( ztiU>FY8Mj<{?DHZ@Kbrt9g5_l9b7Yp;kT%^rY~h>6pYi9<0KI`=RA~UQZ$fO1HpTx zf<@Qug91gy{BG|pA8-El%>qMDpd!>jltB?7dL=S}Men;P*QB-1UmtShoO~6A;z)$) zceS-@c)Kom6wp6yb6*36mk@XGVQ}sBWQ0b9^2r7mutJ+cgiCkSZ89eAjd$oTESzhb@G-eVUmU$*M!Rq*VOlR?^E8WMy z_@P9}BmXX1RG{hJy|ns5y*xNBMsKUXlKuTfK1*4b2kXb{4} z3b>8RM}n%CFT;r9Bm>(lF^tPy(8^`zKC^c#?xaF5f#D}r09De;659;qblA4`X=`ie zyj8q7#fV(3jP4WHh6NJ>prS(6_OdIuenR-CMrSkz4PZNon)Cu>3h5?5KPBVN0b&`1 zW9l((T_}8uNb-&LXo6UK4cwo=zu9IL+|h(C@80)y{Qtd8;h0&t9U1Y~y+Q7Vdh`h6 ztIM(}QWEhcj(mR=jtLXo{6jchOt_WQo&~ml3+Yqp{J3@7tBV_fgWlqg2&F@I1U;8{ zz*9Uwbw9aaBwlO{-^ZF|8|=yl`06Nx=0FpM4PfX>3SrG#F3n9jQT#A=+tyRr ziuo8lzgL2Ie@)!ekl=kY;GrYG8E%-l7fo%! z?{TzP7G9x?X0X3CI`j+=pJ+Bs&8=i!2t>*uUVTbEd@ET#aQ{(JKqJ>E9DAt%f;Oc9 zuiv+b8QK2lb10!2jdBdru_nJe&kOGR$p`62{Wu0R)BS^R*BKFkL8hTq;jimizz9s* zYBo05CDEKzV5)#PJ3w>e;)t8s4;|^%Oh`e&; z%9XZ-Y}p_4jcM7QUktoX<{mOO<|I@K5*AE`>%l;&qN0&I#nA9*#O#!jxdOccWvwLp zsJ{Ew-NzmV)Zhv#Xr@shAppP#9Mqk=5gkpTAWyko+YL&W68L?91i)5|gRe-{)4uBJD{HgdU;NOhv34;glY?Tk3xDSlwC33Gr%zaMA`Rr*%X7(7^IAf_NjXS&?QQBZ*} zZ*FPn4_HD)L6W*cyigcYg*>O7nTWzqp+J`T?4UsqNrO== zxtW+qL}?;ek@*jhZ4?UpS8DJ*Za>o|+g9XpD5Z!fyclXoRtcnsLFSn3J2LqVCX;kow?)KCJM#Y=wqz>357K zxe%_RqJp2!Usp+Pjng;Gsz9h;$mVYi!=yh4J*IR zx(V?rJ4UxX1{43zTk+4tL?yU40@t3M{-T*R1ecIee60SecfHB@i-+iJ5h9;L!2nEp!F}+#pficX6l2ZlF2(xu>s!0pvY!Bb5T*&5 zLm42bP={yrXIyYhI@^CY&v`DU;ohfj7+}yB1vdhJuddfRD)YbNeZ*IW(`&td^%2~) zWNd6K?Uf8gQnGL?>IR`ZDR7bqKRx%{&qfF)9hpo#yBulE4Q@_)m|Zz)QVhK8b) z2uUdo5~XF7ky%DdiR=|wO`}Pql96no6f#0oib{%X7c%CwPgxT40q(O)B1nh)JWgp(Oi0UPH1OT~KPU0JFuaKZl z526s4PZ&UbF_(RS;uoVuWR+KK9vUTi+3;X6t zB8=VHD<`Xw$@+~vtzy)}uQW9sLDHGCYjop(U;K}buPCN)Qx9N~1o+Pe6i)WHU@Vh0 z1hn0Ps(9ToJ_1jc>2UkRxFR?K)vzLL=X)r7N$GI(-5pSpzw{S`QnC;Yobiv8E&#^P(-=9^KM?_*Too|-JgEq8Q@tBAiD)! zJfjMxCc!XY#ZCQ&ccWQ%i2tEO#1^H2Ng5n`_UzevsOpru<5$5ArW2qxT1}dtV3~3V z$cgNI3E2=>(Hm9iAV0`}#B*#&l%|@{<@}dxA1X0Gg3k#l;0c4FQPRkc<_?z=qi5H@{&VMK2nLo^s=?GeM>|2r z1&Eef(T);Zbz1J9ke}p|q@(HVVH`}7J#1Y7S)oS^BpFa-vyrSx{ERmHRnuhgjVhKt zb5a@y!9ajD+)!j^GS-Xz!U=U1y4}s#5VUe2Ib=t#Q3#AL>cYucGc;dEyo129>h_X1 zW_ty3!=ELE&0t>}WcHO;GAwup01|HgwUjH$0P6z=Q*IX8w@KLm!u~g@`ViG=nQBAM zKLvjR)&ZmGKbh{^m-v6M*e#**zt;~f@dU4$`He5CpD$ezcLb)S!xmxp;sKLUm0M89 zJ3~`5x{HyFNfO%{KI|uX3pK|J1GF_*^5{C*<2%vBZ2@ydodr#LqAJxf2tg0{0@z?f zclTAu5OmG!k#dAhwUrT>NIjcvJw7%{k04^p*#j76_~7*7-@$^zpeVcg? zkTmsqz`*W);7x*09N5zc0E%X{Su*GT zC@f?ZA!+HE5ZImx3E7|95gVyKmhVZU5%*W!c&Ji3(`K`@0l59d4tUvc)2J-EEZRaQf_7rA9{|VdGpku>rSqpqUsIGd?M>B$MU5=sy#AFz$&3 z%AG5vH}*CnNfpBS4K|BWTUlLXG(U;0W{91orcgzakk*qycYIH!d=$=GL(Lzb2{nJ( z;+PX-_i~wUx#EP$j0;tN+qgqlN@0Sf8Gr8`BdLo*_J(u(x#A1^Sbfrqd87dk5{H|j ztSWCr>@xX=lAKHFe_bm7Wm5^4$~{Zcmp4dmK6*r=79}v2K;-UbAz66eU{33EmZOAj zvY{{HX94E2Ku0E6`Js0`*dBI%q%Oqa5C88u@wfaqk7MRB(gFj2xQ$5i@0JnR zWyOvQ#ESkJZuLDvqXfNJGbW-8+hy#XoZ$T>wtblpfSGEt{UG26V8vbN!Z3}yg3=sK z(&4XhI*D`OH%B-qhQkvh4X_Q)&;BH>dqI}}z4qdX?9<+ByKdjPQwc~UQl|6>f(1BN zEa3Ma_c;tIl6>2V+ZK?NAaCR)P$-1w#4Nuz4c| zN!RLd&KN0AqyTNZJqV%Ha)A5|l|{>d4IL}akW zp(GAzQ$Tzr+H>d#(C7Sa?_V*^WI)XUIvdbvmob|&`3$wE)a5`ZN?i_^zaGG@G#UW* zm5iEcO!&m-2W&`;&ruFEHZ?^h*ke5hJadfj^@|M*oK4yVle2; z{%j?8c`~G62zEyO!vXsm7`SauE`s=)2SCDExDTM6r6vWW-671@5DY*fC1j6V-_XBM z4!+e1Dna+P3pe=y%H1|OC7Bx&b|yzKK~`$}$Pk8aPP(|DL|}tr#~X?H$hkfM;DlDW zjdW)GZ^tqu_j+q!H>-qzg=RkNvdEhSiKd~UfiW_wU3gVlRkaW_!vk1U05+eE2@6Hs zNz`k;f1IEyTD}vj`~_(AnKadd$hcr{jM_7JfZctcH??@btE(&m2`AuM!)zyRJWh6o z_%KWu6oRm6s@wR-5MSFCb=EDpTw>Eb{`Br-3C_A>P?)Nm*{d1hXVEJ&FuQy}qrwGp zLjrV#gtmOo3noqh{Wr>;S@cQ~}ZXQQDQ z8f1YdPPDNiR_=Bf((~I(oUrb1t05&tV`Eqs<48965(3gb+q8 z)90lNq##IyD~FAP13bsrQ1kSBR99fl(bXaNk@+BCgtPb&V0&%^>P+|Dm=XaAhs81x zBm%mU0^~x_?QkDBW4`j$F?8p40>%PKo=3K)(+gd zXqR0ia41ZD9E4HhP%@t1E5JYK~=bTlf` zURldea+KE|<@emJKqgCnXWRng%7lk_%1mZOOpO%80#THQ4LzL4cU3@?e-_d48=wb$ z_~+3o&1^;{JdaB)gjfn|>-wMlM(`RVdmY?45~ZUxyS5NH*c;C}5~Ud2Y7Ut}nuvXQ z7}B(Wh-?T62-?T|6{g{DEX2VnOI?zG+9O%-#90pFy7!l-k;4~F?&8x$2cP`GRNoA; zw;Gbim=}6F{fCDpVSbM<;T!fIJA-)}8f2Ljta$@`6Ph;y@-jyNV=Z-Lr&(qca%5A& zwd_EA`@W`(urpbL2_Bb&+FEF5xbz>znKX?chp3Uj)B?0EA>n()Qa8x4BZti+E1(Fm z32!cq>0MyE-P&Q4bCP8-faPI_DHlS70D&F`#|LB{`}!hQnh*}EIr`fX(s$Uu{r>6G z=*7kklc7r(E>=#*cUu6WS$dWLH>S@);7Gf#Ub{AM%6n!NnxvaIZ#E#vx`hAMBc2)a z*Y|9I7J`#tu4UOviqz4(Nc2b_Iz|flFkB!U{>>P!pL!g;c_ENZTeOzAEeA1>L9<># zR_c7(j*@+Q(ZWvG$$eS;s~_QlrZi|)4y6*E4+L%I7GS!0UoZKExz+o6U{mYK7@`hUkv-KDFsqERa1DzE{v@Rkwy$Zc`3Vps-UN&q1$wTS$ z10j|)3q?Ix65Zo@Wch&Bb(iI%$BzT$K0eOkdpYoGy6MQ592a{`Wq>>f`gjPqHKB*- zoV;_^NCe9v03$IdRbyt}XKmGAgd&)i=QAdr#Snm!o-M!jW;oJc}#I8_h~ z52*nt7y*l%jmQJY6*ISt8$QrNTHOVn1oFMIdxLc zLvSIS-`Gj`OiUExQi#y>S?X9i(FJE$i$$f!N zk6e}Tes@ud3|VC?f9>pJ1#HdNbpww6@e`$fsAVCM3%)wI#!)v~+O(LZP#=8iF}m+)HFje}bo660EK)GIm>-*6NX?t=1AUejY-s4 z9XqF6k*3isqw``w!_?C*QcXe5q16lD3WDJcMJ>%2L);W*2>>Ssz~4OLjWumSCxM)2 zv$hq|8k#PHq+Wa+%?2<-Zq!8NLx`d#xT+rPHmfs#Fd~C6bPg)(#UOvovlmZ>BU^&n z5R4>9bu4lX_k z-d{^(iuz38s8PHKQ`;nfM@XS1SI&JCS&0T*A=;D2T>OzM+*79bXB*7`n6bmjDZN}; zD?e5yzFB^{5$sb*RH@}0j~Wd)OQ2g?%Cz3+8W0?-2oPjPgE1%*V1jV>2!_-ql9CGJ z1;s1eXU~`+lzDcF8~+4_Bd>UgE`?^P0FTwqvL9nNkVpi7$u+MKhqqilP@BF>SvN5^ zfc^7kE`LIlpM`(8E7!1VTzgJnTMPM9-gs)?!b74|O!Hu>^!t~=uaSy*JiJoUCa~~2 zbK(LTlv@RcoLO6zz4+v2iY+IL&awz4I?)MOvd_?DVkm;ngTH4Td;+yPq=%FNpm|+kujdAml8ola)dDIC5|{$m zB(7x2mIRU9k=hg!1zaZ$(*_8oXO>k|ydd!eJZ1=Zg5qidgW8D`axHlO+_?-B7BCL1U5|@F_bG!7V z?T`)NPTkz(lKRG85<1i3<@cG|)Z2nFnD<$d)(#agIbIMYhy6)od58w*F?%)(ISx(8 z0*LJ|0(&EaA?()Y*e85k*Zb(R@yCDpDWSU|D=5I9J2W(|srht4>I0(I7Xg9XB$w+Y zFLWL3x(vNwoLj(ssokjVphKlwPLcu>kD=|2hf%}YLJC7RAs|*^Za`)m4^H+Tx^>K~ z8AU$wko$;kmz}PcgO3wDa!_)ROcWAHWOVY4rLr84O%r+M);H9=(_vMBH7((0Jk*<3 zxkO@3jd2Wp_rb??D{vGta5=eBFa@H z+d>oueJi>F$wFd6c^|dm%HKQ*w^A$bJ(+>5i26}cQSt6CrCWn5g5+mCg+V77dt%sr z34HneammOqfTg|xQzly@8fK+O1)@kp=Mj2$71mKMJWwodA@Q%F#3oT}9B&9rQJqhX zJ9d6)Ugf>z7y`yWiKi#Z$N$*#7#^yS3GoUFl6<>ZvLA&akrQYy&yVd^(tJsX#0Pvq zKb|_@m`IULn--#JyZ)yxT6HcW?QCQ3Fjd;ku&{@~H9_ai;O0n!B2cXrNnJJ}p&)g|`OOd77WuX67G0x}G#|UDRNmS=Pfv1I29s2P!cyXq0$?ie+RxCIsx;lV z17s{qPT_pqX{*v*3|P}^#s0-%zGHYIjU63R(fA+_ECMHhk_ zun9*&o1D|c9ISC;cUjTPdClBwgSs%)gy7y5oywa8Nf=IvfREh*6mdH-p@`=Y_3J8V zIOHrkitq1N*!IsMFh0Atw_eo#^XYD+)|T7!J>nepezCD)$nOz7WAFF33ve3_p(w;b zH&Re{(7)iAI$deY4X9#T$^~#V*O0f`LYJN`f6oE&$Hd2x%ijW?taMcFAG%$R)eWl; z6QfuarN=kX-_e;!z_{S$!bY?+X41GK#W2{;#)Wf!!jCoz);-@w2UN`ByMvMy69RLA z$HOpR_%2@BDAw@`YkbRYVRVMVs8x*8sbqy&zx3z}&=mzmDFtfrT4vn0og? z0Zif%!~)5+xFb(OmpULI0Ln+waVpXwG?xLJp>JB8*Xg@$2^j-es+SF}P<$aI3!x@H zNC_8eoO60NQNm712t#+J=-rt#)8AbqGMsVu;N+62qcH>++VX*!2;|U)Op7r| zLNGbvIMpFEt_hqGq#nUJ2|rrgd*RH0J{l=Pc#00rrG+jEIS%K4PKNO|S(h**&_kGyvp`*V(z@t*^5L%b^ICfgl`Br>U zYSBq5g!p(7XvbF+r*@u^k&)UJIHitH35!PN(L6ld70%Kzy0|fEbZ+ zuE`Zk13CZ|upNXW2xJ8^^U@lD=J5)urvk_ysai&_wd&Zrg$R&y6#n$E!)VY4KPAHr z)_e@~9vT_eo&m&3H5C?U zv+MoeQ`u~7Mhzj~h$?Q{309sIq?p)^A3TQtXCV9x*B-)7GX&BA*}-42Ygu=~Fp`ii(Of47xAvf8(-c+(>LI=#Zh2k$b>uPzsg|C~*VGup%JC zW<&=A)|#uSru_jNf`SFaQ4OG)(7k>i78)nj6gVJAR57TJk(&4T)>PhuBm;UO&$w}M zV|ROl(gr>#;!;mm^Zy0^1Wd8Powx!kX^hfnCOk!Le+W1(#V}NkB5B>A^*7iwc$Kfo z43~qK2B2*kg<%*1+`*_Ff_EZG@M)7HoK9d!9Y)w4Hp$J+?yk8b6WzG3(NqI&0vrB_ zWcxYCWerq*Tm;>wbhnV3C@zs`I6!+aeR}6Wa4XbNfbU7yXm@oKlOYU)DI@8T=he?m zXOq(U|LA?B5@dmh1I0d_iGY;zdQBOrZXhG4?ix+)@|xs?I6RoxFr>Rn3)a(+Zt$Po zaefIV#~5-?fFXI)nC0AUr;4?{gqp!T3s5_iIGR^jRxmC)?w2gAxNz=Q-13gv?Dg17 zmr(rQhl-hc7dQ{l4Z!|yDCGQN+KR&lqyQ9=JqP&G30~#3%_zYY;r4~fHORG|6ccFB zE`Sh-cX5RUscC^YGi~7pUL+nkjt9KijN<|pvaiKWxw(N7HkT95p#l~GHb4?@EIdFI zs7Zw=1BKgJZT%1EYyN{>HGi%z9R-|3qt7(UN>_rzn$an|`Z=JAf}B~r{()Zxid5sf zxlH)hpAd}pLhSksVFAI2^fQ2`rS{SxDDd&w4i^z{AKd8GU@k^x>t=O1nFW>!0SU=F zJ=$+=c9#WHi#eHi!&ttE_R9Ic*9Pu~_!@dH9aY>b5##6ys#l-2}FRg4{g8p7!BWHq(1jD@u=r}x~)!~y2@3IIt7 zS7Si%Ao3*O$dbUh(-(O{WCnIZxY`;{#@K4#km%{K>mync%*o!b=hft~0yD!xat;=L zH9enOBU*>)RQveO;$Kr3i1t=IN&%3H7URTRH%5X_n)9BH}k*&M6x^(Wim>)?B21H+LO-vKc}%C#$O|M;B^tpraLeS6{l`;W|w zS=J+eN@i?t`@cb13^}g+ON3Ew(}0OkG7CZFsGGY}H)$T{=SbRQlYRcAQ#OR~s1 z77tCQ0%bklK^z=MCly{;xALCG?@{bM&9cKF)zO5Jvj*sl)bd>P`L6=ujE7?;?`X%Z zLDB}2$rpwp&Qw!cn7DkBAG~(j!b@J;nMKP-Jnr59^HZ6RkPYCUc&FF3-C(}aE3Jjq zXOZml(aZ2^$~-J(9MIlxUwjp5kgQ}OxZi=b!lo$QpM|fg=F*!EUJwU}2m(H6N_Tyb zknAlz07D$2=uv`g{4Ncp0qW87JD0od_UsGz$8!nL9@tFDo?m^c(bHFjgT6s7#Z1=Y zHzA=n7f%NNO3ZPz7YzRREibX07mM}FJTLsBFy6flOdK;*qVJm#@47r=iMFGBVEoR11Sb1S0aN)01)bk= zmP1*jvIMaBJAf50NfvzQxzECps4IDiIdLntrRYDL0Lbwi3LOG0fQ7_6v^${XG3K(E zpLoo7{;N66B*D}4{U*S_Xc{1f%r%=Xc0W#s8=(0J@&S38ziv7NEa z^ZW5nn8Dsd?I)7?ePbJ}q9JT}Xy392q|xrw80-Jwb&*J*T17y5kSO+>e{V*?bQiUO z^s_-wJD)Mrg%T17((*5LfQ;_QI&vXjDxnO;A#phPW?J*tym+Z@Ez-Orrvmw*Q?U-s zRaQ>O5-cvihn^Mdv$(Sq83_(;;?8-}l}b7-lbUkY{j5xnH5Z>+Mw&?Q$~NC#a>s8^ zK@a>>?1y87jLZh#d78Gi!#|J11#}J|G9m#`EfcH(*99^iL>Ml@qKLZE21J|Aje^3H z#-@QvDq(a8Z;_a(Bin3nlyF6*<22}PKp?57QWe@U{8^AuVfPmze^#8X9l*(JX&Cs)+!1*(9hNTgc+@bFajvPBi zf*I^R@>VTBV#f#r__K=^(lNRUdGZR=WbcG`5*UJ{LIi`Fc2BS0ztUfNu{h=<_>X0f z&m;NysALxKP}>@J(g0i~RY!;n#Ii!4ehxv8N?pVW0M?jLG;E)T)`dW1d@8tLZaTIE zjqEo7mC^&_KsPoxwDN+Kr6L{-3b`%Pyc|Re!p{1q)h%?vwavnVE5w#2>WL@`6p{hi zx7u~}-MOYtC61paf4~=!uQ^qigd`v(lXnVN#W%?Lu*o72nUS37=r8nGzPMH#WNds_ zmd2Dwj*Bfz#`?s~pqGgB{A&n~Wg(=Ki&zPEodYh8eh?Ya>3jfR&I5L!k_uJx>uE}P zp5vS0GGRLQNqaXRAohW#ZC^U>`i&hA5^aq~ zud&^6(n<_IAotQF44Tqj@NjhK6Aus1&2^UhuGD)p4V-}+LHD32r1^fVvOC&UD zp2;}3dKU@QPr{mz#= z0$Nc;AlmG>65eh9A=mvB6aM|eFjmIYNQ?7J03pV4!AEdt%?Ipu>Yd;cT9$6PpAKaK z7xm~!QhMYoK%PLcUf>`SiGeNFXk_V9X{ri`j7$Qj9K10dd=8$!)?sU$F1ro@TV#OJ zrg;71Q_7&w&^G68#`?*}G)Z4Jluuh665lUBCGUqr)7QjTs`9OO)0q?b!ui0YEw60( z9alqsgPpA-6Dsw!tu${fjzAzaJ>o_oWG&Gvfq%Vb9mjj=1Y7rq)MYHe6W^r|b0UK( zpnT7K^m=bu)GM_)cv7IPcNUfW zY&)DB=oiy}*ANminIcnvpIzsLhWp!IU(5zo#DwRjT_ZI(>HL5bLEh+vnw_LZhI2!F zaI!Cl*=pNspFZ(YpD;u7?yJEcHRQ(d;DLstCzlb*L?BcYy?{%S4}sQ*{cw*?uA2*p zTsjzpD`Qz$t(Ng3luaAt*3aNGU>$0!B9g%0Vm)Opqz`8_Z{mc@8GN%%>mKzz-Qxgd z3R#Xr0WlpCnxUkaU9bOVl;IVGVb~nrm`Fsu;U5@y4(L8vr`y`v(!me_DY@>pK&5ss znR)t0W#Q2~r_L5lX;T^WXJM;cD!JX;uEKMR@+-bHrZDKlH6m?bcZi~UtUWED{{!f~ zO(%O4;}1j8XJ_Pg3hH8Xx$HDO0CQ^6(l=mHnRfl++YZ2(^hYOf4_0@Wj*4h$!s zjVnyeczA^aLbSLZ0g{ECAzOUynefLC>gJW41BX3iUDEW!4TuLj2S>k=w-o_%*wEyV znHw`D^Y+@~XHW%5II3AqjYQ&@N39Bi8+DLyK-eFjRgaT8Kv63}WJ`yXf=tmW@}$Ws zzsLeK*#}H^PhUf+&EG$qm!#bn%$A6MKr2H&DUA8#vhY)wSA?{gLM6e}nAHS(M`;Ni zHqEyIUPw&X7(`NhoZ2)UIYR+9| zvhD}!Wcr>!BYbd1D2Q5&g^~~px=E4*RaFgztlFUiZG|^>0=aroGDW)Y(@{qjqZ4MJ z9j6gaFoLh0!!d^)w;bbYk)<&A)Ku0p6B@QhEko4jkTZ z=7cE+uRl1e61aWwkL63mqs^ZAED`sqNY{$1@>8wwnjNp3B$<}}cnRB|R3EL&TY6%D z#7&HhxKJS+@PM-*K=IS9k&!}?Wx_(vB9E5!yKWZTlv`hOs#HGQfB*Mf`%?L1^_vY= z%z1lf(wLk>DC-%=E0Au-2>U zf&PjdPVNZfzT)dxbSw=;qBhlr3WG*6FSb z*$tMm5_Q=!Wyp;(>Reg`CQZuBvAZc8wvD|<-g=^$va3snnB`mX<>R*)?%xVsdzp!{ z!QtDiaiE~CfZklgr_Ffs0Z|BkrbmzJo~n5vG@P8>rFHyxJd705aI{5pON#_pb-+p= zF#SDy(W36QRJQzYIeZbz+G4I;4zi0=T*d=hg^62W=rL1Z_Ut3=7ougIvTK{u2L$pO zCpAdaO?z*eE2|Z!zNWO}A)Eh1vk0Ds&65-(?1z+pqM$WNh8z>nC4-iI%~8?mY?xM@*qM zH#f&8xRk7zb202x*G6Y&ZpP+}RORV0<;qoiWoAaOFd)(Mu#i&J^=u)sesL_GQuUpRAx$U%NuS_Ox0hp59U|^Sd!58s00YQwhE2* zUiH+5JH4R$Pfbbv2Z|t>Z1pl2MwA!V#+Vmb3b_I@C)H2kKS}-mhDn;dfLl`i5UV&|9W~TV^ zt8`Cht)<|aIgvmRldvuUith>_b65bMW{9j=U;QM?F#=B7P9ATitDA@8va=>J+J)6@ zS(jv9MOLS9iQ+MPxxTg(qAgvCV~Xyh=NmiuHDWOiL9;-6E^GVsT<+Mg1(emhJbxE1 za_D|Kn1wH|$d|Lx_w$vd$xkDdAd6%i{a-9!V9~jSRtqvn1+*OoNxJIJdMz)YdI*5d z#LaMuSJtcQM>d?C%IecEYt^sg-d(xNi=%xdYpZ3*`{v%kcym0sA3W%uRVFJA>$G3{ zWNN(1XesLko8kroF0F*6N*vk{^Q*|F<@6WyE>Cbt`JO{|0pv48yw%HxXthhjFd#?TIPLziy%| zmO$KqMN3!v9A<(bT|xdS{2FHQD5zANG=zc&q%zH<^qEEzZ8ZfD(~W@ z%Tx?_5x25eR&4!xJva`O!#2+0txRR>GtNcY$VkhSQIflMBxU@pb*_&`=?dU27;{Qp zSFAdsQP3)DVFO*2U~90(YLjwWo1*=8fdLT7C+cjxJ$JG%W?ce3;NJIIlwZ#2KJjPr zzdj%4`?cT#849*N9jpUk=`}THfXBhNP-E%-7pGN{3g5aL(GFB}Z%OBsRMsAFesi^ET&hCjWYyuFH#Py-%KK zwcs81;K7@-y)F(Nn$u;a$-Nf9p^AD`BG%yq&OtF|LTI(foc&o2@$uiL6~0G=X~iRo zFz&CA*4?di_Q=$PjT2QVlV`ei%f(5ICPVX7DhlGVY)&FZLg$BuHpI`o3lWG zlW;e)AE`2N>vLvAbh1*9qU94Ayi_uyhAcY7V7{SeA_b@V*V6fXIE8p-Zo8?QH! zwbagTnio-DlLk=y>P`lXk7ktUF&N zgc4%`GVJ*A4zZ-oHpY45D~j3{?`Az}`K@c2@__a1Khwuo9(MeiW0d%-=~gl;O*9Ce zGh^Z=nV9K<~_P!I9VnWJ0Hp*Z@jgc+S!qL2LWdt3g6R?K_0 zU0z>@2C1kV93WcXJrKr!L}e<2*~QD4b;OAcK~?VXKx?nf&cIRaNF~c_At+9*?sRQD zKiA>o?)CA=E}Y>UUKy;sGhr{@H~deNDC7W@IPE9`niy?B0u`W06EN?*rP9#;GElTQ zh?Diq*8|X_m;so+5|}|E$QL^CiNblhRc!+L@ZpA!OpgfN0>y^Zc^3{oslq`)qp~i2 zQ2;%nfQbiLn>;vh8Vg6uG=x6a@9I_OG}RPvmcH=v+eK`>jg+V**&tZ4&tWf4(b5!j-LJ{Q4 zsYDtCH=$*!tl3e zTx`G3WMIb(nDZqZ9}RiEg!LhLwnNGe&?@5|{A@ToUH8-*1X7*G7GS4sNf~uo_z_jG zdf85iD1^;0&S1A;p{&QBC!5Fr*rT)P2+sQx4KpMC#?Rm}m9@azCT`OE@(b$I+wIvW zHk3!hoV@}((4$3cUfwQi6ocoN#XpSXH{e?!u$8tz&(f9NttiP8;35erq<`Bw^hBtR zlAy3?GtaPc2BoK>R0=F18TFgQ^0=>OhyVO>Q%?A`2GVi;4_B3H*~+Km&PDSm>0T5+ zUuT?T-ldA_#%9kRWB(i0r61DY7&gxh5?>*#&n~nTiUl5?U|-duuHJZjF^Dg{w$_CMknRju- zNL9+8n}?ca!Akt@r!?KztSK84PHpAR&qgV#@9^!w=pR}8#=%2~21ogBe3p?A+bywo zdi--^TjMWpIrp>=s1Hiys$ZJ<(m^loZTmfOw*2wTg^`kTF8**j6*S^8m|frIoHt?= zG_sJ#JJCoNCvn7si`iK59i3H0*Q0$&?Vlgs6ZHIJi_hOeB>~W-7>rK#9mdej%2Q#O zdQc58QNPWRztH4uL8lsZSE~{qJWp1hs`XfMO$Lg-9~W-K91&Y8YT~>1>*NoN26wRN z91CzLFa zn9KA2O#yfQEZq~O$v=4_dffv4B~dI^pod36y)9o0qetH zt_Ep0@M`JRxTvUY2$R8YkM(I`ZJki+48X&-12s=TVWS4>?=%Re0P+`GF3Q)zQ>2?g?(Bd2UHEWn zK$?cFkCV7>0@^AOoh4z9&YSWLYN!uXGT@yp(8d@Y0n#vsmM0hwl+t@h@kL_=l9h^|pP${%^=zl5MDyiP#V(6~ zP=5Ez0`<1+Sqfv3$lv)PW9eO9#zRN)K6ZvZX;#@SP#68d>2F7Q-t5?hg;&hO`_ACi z3xLCv1Wsyuxo#>Ozn5OcIqkV=}hfP?d-rzv4u1Q#~G2YDo4CdnAy$e8f6WWTyt z=QjVNJXduy;yCtHpr&n@a(7+g%-HA0bw5~Pce>V^;k*6byjo@6N29yzEclMGF}tkX zMA4&KAfE2aIr$J^oVLFH^1@Z{L0C#f#_bKZkye?_b81m$z)0^pBCuRmQt-*j$uv~aqa;XERFU9^l0hrh;J;`J(xlv)lUFh>* zZ=MWnzIfF%paYb^>GM2(JqnLUBJ7IeV+_AuMB=V|JXtewmHqe|DjQWDPWr^~bZa%g zsb;)xW7CiKcq_DqI@gt9f0tCA1@DrF%ovy5m8A;TZYznIjA3&k^Hy4yO6lt*Km=RD zgI^rN5fw>46HP`{us~@i)*38e%2^E+)1{l(SaabZPRBgFFWV^zC)HH|THL;4M^@rG z#%4ZMo=jLnpKKY@?nkUvJ}gi`JnjBF1vOzq>WEob3kd4OSFE@{B+N9h;jWoAy&G|+(Vs4tv?X4v1mvQ#T67-Z79H2hZlT$tq+R?KLUHM)m+19zuwQb zFJOn0)qRd}?l*KTUippbj*(J9p`l68Jek3xqzXje)legcd#_~6Dh`is&v#*gj~k8S z#)CbKKaT9g1x%dA+DBK>s9>%K4b<)!W?F&Q216r*01~l)WSgBscta|2~|}34>))h zw%R>o+7+xPwx*i28odEJ*lKk!#+-%UP80!vZ6c1-rr>t@lrY(+Jq1&Ptc*LIvco*b zT%IDqS7D9@pk_DVpJg6}7Zs_^HXdD~SD9fQb$T^-C^booud(7HP=|UTN3ssB*T`zK zM9`UVB|nMe_rQ>9%PgNh51ut4DC1aT`o1Vpj-4C%qJSGs5cmtp9Brvfw+tcN^_wkV zDQ(z%0t?Yl|9xn_M7EISrjvI+)bLaY5n7hdg3%OP>25G*fYTHOsBdTOf14ZCb-vJFB*MaBWp-_H zM@pWtbFE`A3Fg|0zGUj%*S`y?-z)PpbF^VpcKj3WPM^W^cbv|;_!3n^BXekaUD1@u zz&FS8^Mfrort1EK`c>1=)l&hFEr8AifbJdux;LW2$9~3Af(E-w3148N-L`;os2VVu zs_k6o5?fI4Cg~Yh#25=5j7YY#z-xfs6=J^jUm;B@_*ZFhj%s@Idk6`dN5!FzR+s*Ze z18*6l7|U59#{6IC3o=Xw5c{#W)*kmjLbm}d(?I$`d=md*U7M9=>^bTPK&d9Qc0!MR zohzqo-e=9@r%E0iU_FGImjKjp`zgTTRFiw?i&PL-6CKpRw}Ioihr^kHTIH9z0Lg3l z)Vw?;&hA?B6xOyoN-#c1C3Da#sB=(fq?ljrK%t2TPOzH7_fCT+YxV@U4h?M7+3cUp z!+O;_oBcjx2q!S;Ukrr9hT_ z7kH=2ocR2nzQ&sS?6j|ki!Ft+AnwEtND<#H;`9)$CRN?&MX`Xq!dVM3VlyDv-2QiR zj&KT+A1L2jA=pm{ECgR!*Z>5|E3ld?MfYPK&noyg4Y%Hdz~UC&Hg`;~WMLz-@YZ3_ z8utOO9ESoZt1GJmyw>zg0F553XW*rHVD+>@o66UAc6Mvgox7v(pa}A_9Q1rS#KPux z+*Z5~;&xV7RqeN3=Cu(k!^!)uf)y^(E9LLj>{Na%j5|UQ9;Svrh=#jGQs)oYAKRkh zmH$${xpQ0Ibuqu$i0Vq^FesNv*y7^DB7pMe0*NfTydV|=kPh@_8j#@7vF^^H{9fUG zx?U^SY)hV4KBO6u*&wJCCMeF=)55D?mF%D*0I&}fK zZU?2`B`bi(iLjFUYGs_=BG!Y<{hH1z546&<=7}ciOZ!SOw%8!c zOF-rC#g##Uf1LIW#V~*m(E$N7Sy$GBT;MBLsynhROZ;!b4ZvQ{1zXZ=vmp?v4r*PH znrVm-#UUsD;*HLZodJOFcA!_Q#N`DB1)<{HgOe7t!Bkhu57yi>8S4v9{c<9xs={H7 zv4+M0aec<|GDxnj>X$X+F|1|Pvlhex?(W@!(hCQF54`XC2h-6&ky8Oohn|C|=uYTl zDuPWs;s@(asZ)yQ$5H0-mXPW2Em~yK?2@FL7^}*e^Dda}w!sr5`v&zD7Y@$LU0E;} zTR>PDGUbE^qc9cBYKsXWto}HB1BM4uJdFwJ?ffYxY>p=`yX8)&+&t`dOf+tQiJ{VRZ*Q&H3G-z_9U%2fLZv6RV#S+~=m~<~E+des=5AD_2&NeNwNI|h z`su(8LP92Sa&{og?1ic_C^$G4y zzLy$ToO8}q4TCsBPxRj>pp)#^WzX{jj%XY_!`mWv+>vCQ$~+3?14= z!C%+s^h~nmG}FUVE|=NpvVC8!ylSrExLapO_qrdREg<-{qtCE_y0(_S z+AaWv<@is0FvwEDx$911Y>FnP!BB#>Xoo;^rk!1Co|XXcg4IUhvukaO1PBVino$cq zg^Jd-EjsuyY#tDq)`-n-pKXmX_>}TB!(S>6n$NPb&jJYRl@$g2#6bD@zFV%lmi_W8 zl~}iELwuz|ZOT7gjm!Dyft6nQU*{}-l>b){uL|K za1PdL0Uu04m4llUkayKaKdpu0U0!!l!=AdZ^QVgZw~ij%W*>V7w1T3Mmj0p2s7Yc~ zH*W3kT)oUmNp)}P&o5!$isenBKB!vVTFG5?H$9;{lVR%SKIqtHas_)5CUBtj9HG11 zYq^kT=g{>*5HP1wH|1NpJ-k#AKOuYUk!ZaGq1BFW??*i@;b^@W`YLfDwWXcFh_v+& zIUhdHcvZ#e`0P3t>bv^lP`p!~X#Fh*Z_MGD9y^wZK?`%p`QzyXz%l^3g!!Rk ze_qHpA+4pvF=A2s$8znzpTWXtq-Sdv_4}Sco;& z;^-|dOM(qB;Q`KfH!?5cZdIPA=g`O((r9?}ht&TD6#X5=dA|J{o^MXNzP0cD1isvs z&AGVq-E?MEX9rN<#7?9qMrfl=@TCa_GFg^GGL~30P9VxlA_ZyRyil=%U!`vnwUH$uvFg3>hI6b znMH*4>w4XYveB3%+ASlw zRgKU9jYZ2Y`ReR==aTWRT%cZbM_J?dG0UK+J2^`v>%*cgZ)FxsiR;}$xYL8+rY`+P574iW|$IP_#@xlY~fZ9mk3HY_PmFd4AeC$_5+#9qW^i4_km z{slC&HY~olWWoCPQ)XEx40g|pe=cUrm1eN}S4d1yym!J6T=4S0(Cd1~+yol}S$c)} z&NXSSZb#N9efCe1TC+#Tb;&|Oezz|XohKS3@p&K4 z1eR=OlX|#d-|c|tOLyEpK3m9W%utUU<;`n6p9m0i#AHUoe5J_Q3!lrug!2BKoJjMt z>1&iy!ac?p#MZqCq~V#3iX$^phbU#F~5h}IUshOd1a_cZaD zo3;zZR^3;7`{~=#?A|MDnGL?nlD%B>D_JQ!KSTFKitDc5&4Hh}lRh`r89ZlO%*z{j zT9!`ews92c!S!cm&Sc`oCzmM->_Cd!rRAX+uUE~cxOnL{cE{PMgfv7}JWo4rWoXIC zoW8`%UA~2i{v*4@b6W-EP;C8<#Tqg)UmvmeFWh()zp|QAR(Za8*_y)JiOz|<^lJ}U z>uAJ{uq=e?P1-Y^!dKl2IC)Qn?G{R+{(l)qMAl#5r;KW*uNIkZ+4S61p@ph z%2d~HPgHuu!D?2$TAG^pjt~7>VOjD<2X~2I|Ll=R9P!V)G#=L8{dW=?U%yFCG-a2B z(~%DBP^{mizIl4A0(b_NfXSZag=qSCpKz)ExE&NoOHcby%8=9Bf3Lp5*1bnrn1;w4 z_CIw0C+HpYHM%}0%54A9#4re|@TFUKEJR7|M8AGJ1i!p|4!rr*u6 z;@9gObnWXQ+Ecjoekf zwzE(FVmn?fZ&g(6tJP{MY%7ILp$P!NYurTepsn6H^B)zB|12DWa*NBA1iOojt_QL) zW8S>nCw-;Ze@?rB!wvIN4`sJpurc{@Vv8@9g+5yuZrn;VP|glo z6>}UVz>DEDcqkjx3;kV&X!Ak-2Hi@ zdyr$yf003X1=lU`KyzkspY&m2Pd8i$dva96_FIWj$BJDt;}S*&@k+tm@8?RKvctPV zxzNL~mPn@k;o7R`ha_7o=leGD;^uJ1@S!=%^#YqkOVxLZB+-&I_MhuI!7B^*<;g8t zF_R2d3~#TG8P>^*!Sjq;%EGeM_s3S9T)HV(46*g$(&~%y6BKK=_;A#`TEJGdO1ypt zUIf5v9+q_bwR5W<#&|nsOP|Y5&waC@`K&RPC!XT^-cQ1Zq%2=oyj-;Mi8cXze|E;b zO~8FcR7kEeIa76i&Vbp1#){bYra2qWZeYrnVHH0)4aBI<>4{>1gS+<*7OLkpKIQ+P z3HD_V_43KNYlS4P@j<~?ly^l@atPp&w~)KPQN+Q{1-H2hXn9)yCyHww4^Ii3JiT>x z^K}ol{QA{*7J%nZW*@EI0&OKTnMreBQX>}=f9C9+Q;AiqoO*NL08}=7Li{%VQtWFV z*{~}%*f{QPTYM1_F7(FcO^VLH9IZrpP<{IGOt+0UVdA>6y;!OZYg<$L#mBD08gB)h zleSvw#vYx}UB6mu%HgbREpcYz#I0)^=sD$w7#i#yPWI?@(CH9qRtO25;iygvCLD5W${nE^Mq|y^wFmx6#>5^=d~;A9 zD#foWe!1R+Wtk=|vwzvIVu_vA_vgGA^wli5*%j;_;FftSpN)}uH1C4ukjcT{+Hg!4 z7L$~GTND&=DPw}et$Qxfu1-c*WMv*9RWN*r#zQ}qrKy<|5UQHq+uUT5BM?#2bVo|( zqlN^S)BVzom)ec z@wh`?yihg6lpb`lir}xiv+c(%b$f@H_g$>i^7j>w7jIYHo8Zx6Fx-3U@NtzJB9gl_ z5Bm1kW1PEc={A!iFj)jrLR!$&Bg$z-Ak=n|0)~zN!iW-;l^B;q^?yH|yL}F%uc7YA z+NB;h?%8kuZta6+ULy}o=^B}lbYa|Ls*wegCo>v+TYq|DkWd{*zQ?aVN5|3qzoi(e ze1&`6aBxUR&jFcf>jo8+X*WuV_Hm_24_w=8$zn*aj_^Rjy!EliG(`e#(Fr9~TV;2q z7U6&$1E|o-Ve&J86a36E399~u#Xox#lq-{< zfWGP-^_;2#hWiB~2-jN>}g99)utA*2org9pAn`q5;3SPylu>s|9F z3-AydB#wI9nzSRAS|v|pG_HG1FGJ`55eIp%J@kC??mHWLQ;S4IMO6ccfVg(euS6BI zlUf)Qt^gC2hB2(G6;n&8S9KH1dzEIApIybnG-P?1d^HCi2-WL*9EEG}?I94U0Ac7I z9Cf<#fPN8W>E8c#eOBXz1vLgDtU%e5_JFt2>b0Szo`9!uI3mY(MekN>`oS|M!5{7U=xNw8$T#I`-wrRQc^Afjf_ix!Sr_;V@zW>dd;&<;pk@}=< z^k}&!N<34mJaNN-K&QxE>gW_AjO|4NSE|0Y6W?I6B3J!IZ1KAbjeiqXsB!qPo3a1C zwT*RC6dMvA31M(&FW@2jgtw403Xg6m`L)10=PvL{_4Rcp@3sAc6qfIueLPF9fYH3& zp;D5PNyVKN@^>$s0?iqmIhtT|Ia69~i^!Q(6z*3Z+Zvz9mgQOWN<}F#l)LazfK$gq zeO#X)W7lxC1Uz#zrd38y~f<1%2S! z9v>^L3>Cvi0D4JE-U(x=V$~SFJQZwl_Lz&s%!g9b`OM5liVMfU9%$qtyF17R$`&3? z)8@a@X`Uys_ff^;yKmbD;<=S%_iKFBUckhux1aEF@-CUw3tI$p07mT){S2jpL2d`2 z{T_N#9n+B1P8{EDbL^JQEQA5~--hvBx#_+v)p~^0{)h6_Z5sP#U5t8i#h?F^WLA~$ zGsCtFlxzdeJBbT5i@Kct4&%Pqk}}+?}fV|6gNY z0+w^WzW=pm$udlvB#|{zC`qXy@rI%uEl8?2Eu_$H5TnSHq&>8kLRx4uMMhDyNPB78 zwMa_)|9;-g%$fi1oO7M`n(J!3>v#Elp7p-($1Utg^<633v%YL!zf(!IRbO6+C)vnU z4Y^NbqIOSQuavf0TwE1JulGnpSHEu2KX@=^=c02;KwkQ9b$WV2I$%!h^Ki!}vwK~W zXYHlT&vj5FE2?B^^9W!HYJ>Mx_suP~nKVsr0-AF?P=!xM*C;A$xN#j+WrHBK8xLED zZVQb-E&?F8qkZ1V9}K6OB7AavHlO#S-=SFlZI5C{l%*|0(-Fp;&2g`Ji5->WZMwp? zqe6>-kkAE*3k+Nc{JRR;U-kf4=!)kT;uM*h_gO|^I|~kJ?6OO$4biKtDCsYKv4(fm zU6Fg8%w+LkCBvg2kMh)9h*#OO$D;-?udW{_`_d;fB{B^?MtjO9q^OBYBLk`&NXleg<)IBe!yWq@gV){aZFr<{FTvtI*VHq;`Td@pZaw06TYq$F15(!N z95C6f#{ttvso*>kMzWj+%bK`_ z0>dYwbg!VNX-!qgalN;RA&oLZ)CzQs`4O-zv!AZsiqMn~JT&-ui|M#a7uhw*RTv*p z?LkT3#C_r5VXNTQ1@wtFxaVSkm^5B~uVImYKFlk!!1g*3PmF7ikGDEwY?dVK1KMkI z>2YIr@~NJylmb5!xM*6kDwF%|8lx$U^<|#QSmA8_pm}L`09KIy^L2vlDmopuhlj3=`>}@e)TYHqYU?9Q|ck9atlhQg=b=1lB zCSLAN|JQt-N&R{5tgJ?A)*`BGEBi?y}82x zsGjy4wGeEZvq?F2_pwP7EE;`}&e!ghRH(Fb3?WqAO5|zzDJEt}T6^48czEZ_m2Fs`=LejinpU9d?kiF!csGWwHB@?3qQj9sXuT&-w-%{4*lTZhgTCSY{{01Ke1;o`e@X5ZoJL?h>ehf8_9naOhZ%tqVw_kBnqc1++ zc72nAj=_=WodqMnxp)ThF^X5*=5StO_rFWDbeZV%aCk}KMH_|@S+JElER!GcdH0{~ z9X=wm2gAjKw_R~7&4p7}?CLQ(>8SkbX7m%j=d{eYQ@u zj{o?LR0*6Hi6Dm8X9B~{_BK6xbJL0+h6Z)-1Pi^_lRs2i_3{OM%&NUcc3aRr!7WLz zwVGQb);gSZ{XfK9B)d~u zLW?rSIx!RRAI)3x+kJF&zxWr_-}$X#y;16t1%5-$U&01Yg-m4PkIHP4%ht)){c6b* zWA}sfIP)yC9O!4`Q^$*)NRsrP2xPFOeS1Y*-f9h&q&oIj+0tGEO zTqkBpN^4F3Nv1%4NsEP=TIo-ri{61|GV1w+>*qw)jK4W*SqsX4}R<01!rc-fJ8j)ekoKaJFb1W&bUf zr!rA2W0Jo2znItq7fo+Byr<}xjzU-T`WJG4I`1kl6wR=X!eeSi@v=gnfc4^;LX+@(#%$XyQK% zw^whJG#-i_($Lk_HQwSvJ@_We&Eaarg=w7f3~&$%5(=Hk!D#e^G`;p)iYB@Lq5{Hu zqbH&T%yavDhu!FnZE1Y#nRP5R+Qw-7=7GyFlTz7Bf2Oj~u53Z9o%-oBkcwphOlN2W za#3|=yL#TQ6R)+D{H{5dgEe5fS8zA~BV%14aU@@-UGb&<4>2pI?x1S`G9_z*@Lf;v z-UK!rH%04}P=X2hpJ$*{FF?*5IGfosztvX(oU4O=PmSZ3y~P#ZS2yeOXnV__j4MmjBEQuStS>ArR>ocg5t&+#IL2N(*U_?D>n(b|DXe{ULACO zL4oP$Twm>myNXBB{0BKtzM!v6kYIH6?SZn{o05j{W=RlQ658shJ1{UX2uTK82tqfe>A`9MnT}s5Oe2N@p6E>hoeT;lWNQ*!s&Nuq{x#XwVEG8WzHPuin=i3ReP5 z8{*XG2a>>^kfoB653>u2Kt!N;plPUUTex*7ZoF$7+(gmqxfipIgVwGh$}*$)264}0 zM~7P|Q?LF<1#_ir)v){w=GhkHNd+KHqS+V7wgF$8r4ATY&Dn-oz!x|@{hTXUtzL-a zzZaY(Gf>ZvcW5IiV4v{5bxXUk5A48{647((5ab@)9y@An^f*}G_a00z;uOYrKTHwo z2e@-2*jwYA{WjY~P+ku_F@#R< zW@jRIYa_S=$gl*A{4-VD6O;mYg{*yV6k#ZVU`W$5gmi@Xv4F-mjMKxaiD}t_lWEmN zDgRZ% zeJB_cD`b^1$tm;0orqat&e1!iH})@6BUc`S9&`lu`}Zo5|CY{!b96A|bLrw0ya6~9 z?wqKe!Z4P%C<{Uiw~p{11P40WCjLO8GNjIR0E!~oZQYqD9^_P6memtyF@ zHL@PA-0$K6B|6}fXa$9|{d44dZ-|;fi?BvKb|NLPq6wOX@%iukCVrvT8KMZWWD^~G zuBXeagkYagzD=|~+Bg8oQxxp<3sPk5p+&tw zt8PTswTt%{nO4`Q^-2bJP8IT{l}N9-SSihPbEVJMf62LIKp;IKpK4c7!l z?)qH)%bZsZy%sm0!gL#6Y>~~Q;xzY2s|~HdPW6C(|15dO_t(Z9O8f;1&R>CxdnR@) zD1dfIM@du0arAzev1i;oww$`>e*GL#mZ7j%$@~lCFiMo+NGKTIZQ%!~-S8x}yX|wW zxLVfVd+OHODndS=ZSI)GKc#dyNjDrZT-70N=GihFOExu23gy=2M9Eo2`7H)dj;ZTG z@ZOdjY!PT_GF~6z8uvf?TxX$>UzR0ze@9w@mO$7#VuZSGc1gc?`EJhkK=%CF6}hd_ zD2*;w8rlpZ^jAQlEWXwM%t?xv+lal}#^j~X1NP0&G;tlMZ zR_K_&xPAf-T4i8I_>7s;-@B^rUr_6d>T{hZTu`263PtbJn7_;IAKTSAVN#_UY9c7V z(oKP<_yLLQhWUHQp)*XKJTBGia+t3C;(~Ew|7-`{Ngq6gj!>D_8^K*1R3zh?cw0Aa z_9-cto27?t%(FC&@9+PkHU7hLx(N(pJyGQ8_2|8>;>Ex7hB-JWjrXkH;vCpN^*I+>V!3JfR12XV819E|fnR(FJC5;cTvP`#wBb zq(ZH{!;a_2AAcXeMhx>zZSLKXn@9Lj65R*xCVlORB2 zGVo&nDH)FwlFW*J{t>ZghMoutGTTneTkE&)dy^48g?6a@QEhd9I23siJr>+wPTY4VYwl{(7$!mV1HMNzKnsmE}CF>|$ zOq2cFRy})xTk!lvqP5Gf`gNx{x)l31-4@DqivHe2SJa|=q?NB*F674TEkHI;vHI8V z;bAkb?!tDQ-&|da4bPWQY)DV)Mqi*ehN9$B6mADv8ujDptDH~N=v<<8H1RbjKx|+4 zF99Nsxg+w_%vnxOA6>enX^~FjUYot0r#AAwh6N?avU1O<_Aah`rBCA$-`Q@_$`{*TYQKwIdR%DDk&emed^SRT*jHN4TRsJ+-{>pu^jN}Dm%D@g~3oQCWGjy5aPyzsMEOmGtC%x&zLS-{v*U3)j=5;T*%esPc zZ40$RRX&}P;hr+(K*`(VT1wjk;(jWPG*Q!E0Zt$osdnv~CxnV4Q>>fvcX?}~%gdyR z8&XvdPc56yoSo_^M1dM3@e4Fb@Ni`z0Hw#CB}#xnGtA+6BAjrC@xC1-NKY`{NV@6o ze|anL_w=|8umSyjCc2GdLYU>$BM$gSWZQ8PV}Oc?v`;)j0&qUH)xZ!e5KA+3*QVE_ z^YAXgWyE|IzXXSvyKC1KOkvuHQ9y`L)lfSvO>UH(z7V=jr9{vM{XG_Pr9dD-7|92? ztw_AhFnMhms}9oC>4e&Y+FvxJ(Pm)m$BU!yAO>T8BHwl*)1-@t#!-Lr+?Bw-MWW~& zlbWjQc7#Y4PXYZD6Cz%pIpjTvKpPLfzin5I{uaAW`;?X4rp{RuhmdX$*jHP>P42#! zHPT^47&$b662J&siE${<+OGh79j9drPExzK+SdID$yPsZke$AUpuIS7FpVP+fD?fa ztd92x$6)0$)_FwNbnSknKo z!=+)?LKEbqpcO|bR?GnTteep-j6LDCdRAkT>~AkXUs%PG1+4*PQ zw`*PHD2^pHLGfESQkC{n9YY_{Ym4NcW^aw3ueSyzcdrsiPtB-&GQO*1R(vQ!X}Nl* zuu~WbNZ=IJLDw{w+lri~$kTh8R``h_FhHtxM2EBgBlPuA(X^@Y^KZgVl;Mj+S%l18 z{i#9rya3(xh3G>6gnY&Rk6(9Ul*=X}JVsRRBH5yts@l|(Ml5xh7Kf`BYh}Pb#?&vd z69MQlkj_qM=+#M=Q&ktU01P9tAh>y_%kU+jV6BR>3gy0d0AqY$L0E8XhpjpZHG$R!*#ZEAq5bJYseq@#s4fAeK`^Pyjj6Zj ze5xug4LT}uw*iMPsvR5cuedc$q3#!4_&S4&rgiHfn305Ggpn0c@Bhi`COV(!acxI( z7h;+IS-H3aGN-Epo7HLFkm#k$m$zu~$wf++v9#i}W5H>R0xd!hJ>$1RXR7XCd!u_3 zJgS*~fV0s;8;QuRR?V{0 zY1tF64bojpNsa_^@uiDk++gmRXPYmYKHHAXv?@m;W_W{HktnMOVrj7>MuHAwgIH9 z)lj>xY&v`tHt5{D6BOq2@kL^hw?j~l=XkI9+O?%iJ>~9VtM3ijsxKYz=CW3H5V*sU zM2xP;#NDrkfEgAO<|1UpX`2shjrV?*_?NU8M-Qde(dL@Pch@EJ@+iMsefttu#SP$E zEL*;u{imhwPyoD|dSd{(wpN%YXhA?W31jt)j~z1w)fU|{p+u*$rT+_ScWhM-Y#o%N zBcPQMg(C%@SJ&qyH&kGNwl5Sr0rM?~r%R!zwv4s&`ojI-0fV)3wdZRvDh&6*711)y zA@2guCmgj(X}3DwK%A}n$SENy#m4*u(jp<{EDZQDi02RPCFUu385IwWE|X>uG(Ny! zjKRJ1mpJk>STmU_?MlA&aC*G%;kic8eAKM}dSg9|b~rlvvKS1RG(?DBVm1`nVP#1G zF+^_Im4!Ou`2YMzC;#6(H+}Sfh!gM?j=4u4mV7h8h`dbkFOSfg6o(^2dLCezi2F=R zLv5JFh0D4;;7tV9fH};FeP6jr5+;iJvInrHN<)8|B>(yOe4b%cOMO0~X4;Ms4yuttm0T!p^)2kIBC0HVA@p$_z~!# z5N6yqCKzM`4Gtq>%K&Rw&EEbgYG3z=BM0P8rufU74qX{K0Ei2ZeY>2n`}_IsGm(R9 z!W$MSI6HgnLingg1YFs%T@MjCLHn2RL?!&?@9kVGPaWKM1) zVHHrHq_DI}Cuj5KCwUFH4q8Z0YloXQk+9l22TQC6RD=TJmjNCEJE#GVTME^*;tr50 zY@375&=SGevekIhn((_p^fv~YTKJa=HXfh`7f1z&Omy}+FxiM7s1Ld>{|;or*bZ~-@CBPsg^_JRj;(*L(T8r<>895Lk?ciSdEjD3()h0j58k#Gazh4f z_O^|#vNVpCKup9eht1Re&<_e)YsJ#5WAHwn^jHvjAr}p-^S^!xDuqJ z2pk7-mdWuCzEX2ul2+YW(#%p(p%<~juBZ%QT1Et%1@Wy&KnoL4=-1eYLS-HL;z0TY zF-Hj^xN1;UDS>i=l=JY}`}%3gMNeoy!upz{&e>KR=}9E?Rury@l~Mu{0@r`};PFk2>;+4Ou;aNM_H$hL0b)S-H?l+~4{Qydyy`51gX! z*d}oRZUl^QW<1Fw%?e|Zm}#)@NF^+k2W>hxQBG|+6PE>_z>e2y8v^=F8SeNbnCviaE(D{n!u?M3{d8vXzmg5*fdA55=VtDn8=G`ooBw~FJuvZ)M z*JZ7#HPF>Htvc5nteh@F@@XHFT;!h}`CCG2>3FwqefYBj)BcG{g7@X!JYALD^Sq!Z9+_7h7q~p4^+08Arq9irH?77hYe$z~&Y`H3lFr6T$k_L$WR2_vS($PM@Ea|j z_Ql3ORq=X^(688nK|LhrQx)Ubd1^PwaKslS6G#Z5oHn$DXdeUc)lSzK@Hg#_bDbd9 zsZ;_y1Zw$LoQFB0vk2ef)q;=or7xzvM(~B>2!kkYJ73nfOVKtg1=TRy*6!16Clgk8hB7aLZ;^BR!{*`lxD$ZkuGdxb3JF~~V2XC;d~8c{NL&dOSo z_oUm1+6N^=c_VNSHsKZs@x4S*l)qCXbvWr@DG*`d5fN?Bab<&vENX`1^IAP7q@oV- zz0*JswiC7s{eakXyO?@ zUe4LyYSxQY77Le^GTaOc9J%}tGBshsA)^Kb6scl3Uj{lTT2oC~jcNvHIh=^Gf~aR& z?FdH|A%FXqaHxsy35tFESQ8|!{d#(O1M^3BlPC5`Mh>8r*7b3OZ*0@rp&{|1p)Aev zzMRW*0%G*NzV{w z^Cdib-X7FX%`Aa`!hQ9dk$B25CZ@joc;DuHpYWtSXTNtCES6FVr#(DJWPxH3)N0Q6 z^oJ6i*u#SxA^XT93k>x+Ti$_iK(h3V?e-`6no_${O4)0L-O^8#uh$rnp>bwjVHi4) zzo;KfX+7d@QUnX!;(o~XCY*+XyGNMt<=X)dAqB-!h}Up>DRhQ>6zVlzVfdZmke>!m zYFn~OGv{=u8oSh%>hnP^{X$qKJ0;VKN~?% zM64sWEo-0=!$G29Se`cdn+LL+uhKLzFT@%L%?wplucPNDhByVDE?{djJf|oNjlom9 zuc1b!fDEBz)w=ZVpD~qoBWBHveB{g82YZx+5=!|AX?d)X(#*6V(3?dRea?AkVHVFgi36^aR&6#}su>gs_8I#1$o zrcgL_Mk|VBRPSO3nL?(ACs-CTxg+2QU5dg85d}c*}+|AcM2@Q&6+$wBE7af^VP@spwR@46N=iNSqj+Ydc8ukPk%yrOV(wHJlgDIWpoH$fJR z_^rhjsH36Wd*|gMhdtQJWeAn>S8Q`=@-yirZ74+ho&-t89Vg5-8B;jHaKxCmxL)8~ z%z=*_9I73Qhv|>PU6XbE_JBkiYe)N1>>GV__LP39zbvfcRkrOk=G;)BhE99|CiYpT z)=x!XrH71?R92tbb;O`NlG8f?T~r)IDRwSWnBOn>pkf>HrFvc|v{S6=>B;F*6)X7h>b9m#C$y{857!S<(FgpFW<6DnXqZ5@z7AyL3 z*T=D`zI1}zEM?%CuR-&-2f`)Qn6G{Zv4;exyx9~QpLs%iR=p15PBgD+PVEkWt zhf>Bp%#!2;WH}Ofg-#Fuig$dh1UH)AAZ`A8n8TM>=zHVF;a%&2J?&5#g2A7~%Ef&# zG_J(bueqUF|HWsZ<({VpM#=KysFhKE^+0i!AL*OKDH|Ixp&R4_y4l!Uk~f2(|aJ7o8wk#@90&L;_(Y;*gmKwM^;U9@WJ zR)c)sb^W%R#Rp!jbH3v;(r!42pWqP`Y;Qk>be!w6D)&kkk*I4`m4&DNfqVv-5{Q=9O tM4wZur@#MO#!v73x8?r-{uM=ITzlpp%gV6qh^05OcBm@FZ#(?+{{uI6(B%LC literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/gpcrs/a2a/dg_results.csv b/summaries/2026_jun_08_abfe/gpcrs/a2a/dg_results.csv new file mode 100644 index 0000000..860c448 --- /dev/null +++ b/summaries/2026_jun_08_abfe/gpcrs/a2a/dg_results.csv @@ -0,0 +1,26 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +4g,40.558379629238644,0.07052710569835141,8.279478489748888,0.06831926927787794,-7.4838433,-39.762745,0.09819162486103196,-11.064 +4h,42.645363213874255,0.07166101393396049,7.1673502629487915,0.0704583338310411,-6.794054,-42.272068,0.10049715281683214,-10.6548 +4jS,47.173586861181526,0.07053197122556286,6.787702603444665,0.06982808125576472,-7.6176057,-48.003487,0.09925079292794242,-10.8867 +4jR,36.82064539178185,0.07341878127901325,6.960688346787789,0.06850558068654528,-7.5715055,-37.431465,0.10041579571808587,-10.8867 +4kU,45.12866042157131,0.07380485436726437,6.2337559457609,0.0692169979898807,-6.911554,-45.806458,0.10118374048682058,-11.5415 +4lD,41.113458588960306,0.0676211666874376,5.921625695006993,0.06989092280349503,-7.325341,-42.517174,0.09724897569894668,-11.3778 +4lU,40.822492807117335,0.0666456102365675,5.768001618725386,0.07003220204903032,-7.4418793,-42.496372,0.09667547097191033,-11.3778 +4i,36.987044580888394,0.07204692173777562,6.071508230692481,0.06938099328587187,-7.483153,-38.398693,0.10002240329657831,-10.3137 +4kD,42.317559200406734,0.06872061759958707,6.054255557191277,0.06933154313059739,-7.53923,-43.802536,0.09761857485201555,-11.5415 +4a,38.51626487108211,0.06629229527890204,6.858170765375833,0.06568675928687281,-6.8891196,-38.54722,0.09332426672070192,-9.4133 +4b D,39.25135656688529,0.06695466149405646,5.721488314769845,0.06635371661105446,-6.8271413,-40.35701,0.09426421592462228,-9.959 +4b U,34.2012467363255,0.07332734848781979,5.544433205758445,0.06767803188568124,-7.792438,-36.449253,0.09978585088164281,-9.959 +4c,32.562439009547155,0.07220123912937439,4.510456978644759,0.06735339399008,-7.586991,-35.638973,0.09873954939030281,-11.4597 +4d,35.80393969104961,0.06986998228003698,4.815555545740999,0.06996261498626392,-6.814613,-37.802998,0.09887659945370736,-10.5047 +4o,42.727763220939906,0.06474426868869555,12.16282674340712,0.06738646711012233,-7.5435734,-38.108513,0.09344921764047896,-11.3567 +4f,47.12738565604513,0.06803813437530049,9.139204356763665,0.06889910926191102,-7.5626674,-45.550846,0.09683116743257926,-11.446 +4e U,41.914108934315934,0.071155081663106,9.038510558203429,0.06886932391898891,-7.4965034,-40.372105,0.09902539787116184,-12.0736 +4e D,37.44608769033456,0.06444576859341848,9.46967487908676,0.06985418222288886,-7.576337,-35.552753,0.09504137974390421,-12.0736 +4m U,40.029244790567375,0.06570039396360992,9.225507997080875,0.06674847663031591,-7.825121,-38.628857,0.09365842674015713,-10.5504 +4m D,38.73188154399299,0.06657499240719206,8.914427397653935,0.06666111691428835,-7.6200714,-37.437527,0.09421217608291457,-10.5504 +4q,42.55878438233429,0.06213189318992462,9.81550804838558,0.06662409853120803,-7.565892,-40.30917,0.09109963038596983,-8.8867 +4n,41.07923329098311,0.07173679658269223,8.164914161362134,0.06783832381278464,-7.543632,-40.457954,0.09873300441936722,-11.5504 +4r U,44.717217949210976,0.06698124386214448,6.266389540621866,0.067577058120697,-7.466972,-45.917797,0.09514802054466572,-11.462 +4r D,39.67416236190439,0.0730370842662883,5.6752345455291096,0.06878719577772874,-7.474303,-41.47323,0.10032992565074729,-11.462 +4a flipped,30.46682088464996,0.06801061739518677,6.762117130090109,0.06694555496643145,-6.743158,-30.447863,0.09543139634437911,-9.4133 diff --git a/summaries/2026_jun_08_abfe/gpcrs/p2y1_meta_sub/README.md b/summaries/2026_jun_08_abfe/gpcrs/p2y1_meta_sub/README.md new file mode 100644 index 0000000..eb70f88 --- /dev/null +++ b/summaries/2026_jun_08_abfe/gpcrs/p2y1_meta_sub/README.md @@ -0,0 +1,33 @@ +# P2Y1 Meta Sub + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 13.45 +- RMSE: 13.56 +- R²: 0.07 +- Kendall 𝜏: 0.13 +- Spearman ρ: 0.22 + +## System Details +- Ligands: 20 +- Host Atoms: 4820 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 9.65 Hours +- Average Time Per Molecule: 0.48 Hours +- Total Nanoseconds Simulated: 3626.00 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/gpcrs/p2y1_meta_sub/dg_plot.png b/summaries/2026_jun_08_abfe/gpcrs/p2y1_meta_sub/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..92cd9d9d0f6bfc8873699f26f3d811da388eab6e GIT binary patch literal 63586 zcmce;cRbha8$SF&rL4>-WJF|SW@Uv^N<|70Atg~}kzLsmWu!qyMUhly_DX3Wp^zOV zSy^TLj!XCV_s{eE_5AVly1(E1j?Z|%ulISK=W!h8abBSZ_vljif zH2o9`^@G)`@RRByqe}cs#cijF+o5wO-7Z+U*i!VZ+?*WFxjCG+=09)i;(GerS-Gt; z(p!}!`0d=>oLp6;q#Xb6E4H3NmrDYo8@jRDgJc&>vp=7 zl$1-n?gmdenNLvN|MvH?lxOIgs3;x&J6)6g1}A@Y6w0j;5Se+;8*osR{Zh!kKfa<_ z^Jgh6%YO_Esx|lPEdPmF%T*Wp?-dhNG|K<|Ui~<~h~V;{H?$1>|6Zvx=O1wA-z!D= zq@&pWy>x(PmCL_Zrg)eCfBw)RT2~jBOPc)t@$tsKih=l+2^L(;=@n8^Qma=`X9NcX zP`!zlx^}j+$f~Qg%QsT3zjd<;Tn?wA_Zil|UzErpErRQ$M$H%`JeizQIc=mX8 z2+Py_{NRj?Ex)Ix43f20$~&|%R|PR%#uZqUT#W5{CxqqE7Zwt1q9i6JYEiT(m9n;P zLikp#TGcy1x$@-6lge{lrF$IA?(1=c%3i#9Q44nxYI}9VHdf#HSp(~rv$Gz_SFc`W z_J67!%%q$*`X*LfOHxu&fYS44YFN0%)XZ$}&%M8&=H(svQ*2)3wkKu3oSdAMp`l@9 zds}<^UWeyCf6w1E4@KOP!z#}hW_so3Zu*rYVtRmQ2o%EmU{T|x8WOe+(`>Cf-eZ|`n5PVu(4 z7qf3p55NL-_f!S%-oJmBx3}uo60hI{xl>wZX50b-0z;o3$Lp+pi8abQ*Toc|>HqxH zhsySLvy)!<$ex~_fQSf&f`WqX!6d&plkA5NgD+0~uxfis{-Ig5c4KC*-1XPBwW};k zy({n)&m~IPCb44bn?k}x0KHRw!7jo z?M-zb72K78#o5!RLv8EhtQu2xQvC1T<2Nt4csRvZL_}m?qUw5zw9g+meB|!jo_I^& zin66edMy3?!b}(Q>J_ZRd>XzH4Gjk!+VdDSmgeQe4nIn}ZnN|?Nc=OFe{^ZquesH*em&xBsrn>{P2I3ooyvfr6|oE4B*#ItdD8#i~_$$0n1eiYD6H zOvvr}{GHx8@+H?GMQ05c7gzb0FB@o9F_cdYw@$ikOi4|xX`R0?+#=aJ5fl_;Sl^!z zqc5KwaO1|I$f<{EX~#c5vrRwrkSXHoRjadSBhQa~>G}QrV`1J^Bn3J}BpWeVWCE#0 zKX32ij`sCjTp>$IiHTcXOOlfK+>n3=-f(0d&DATuW>pomLzF#5_u59M3m1%2rryXY zDC|m7_u*%!>lq#v&t1fW4!L$M`1$ka=GrasQkIcL?!(sgagwuGPXXrDQMYb|{hb-L z!77sL(bCqg8OY7eHF&UZJ<x4POQ|HMQ!Rnx4u)`l03wwo_I} zx=l_8w z4BLu5T@$}#+9UbUL@DpHob8O5OzHWNBCGs4&yoA&`#Wp!7$q!Rhsf`)bU#)EHMs?x8(!;6O)_ zJ3WGBd7JqzgpqC5l(vWBpK<7+-W6ZZ7_q~2d3kvhe?0NN`MF6t$80^n#W|6)UyIkA zJ9m!6Ysl5BHTCgQjV~{pqm*A-N$>QtEyw!|A8JYlClWu$n(^`RwnA4C|F_Z>Sx2`O z=Izzj=Qu!ZTQ3F1Z*LQ5_U_$FNhs-N+#p~6`T42F zdpl@~eHS*E<)3|b$V~U@hLxy4@^%fH-ah##PFY!!Et#g5o%?D9)YN#9{f!EKb@~3) z_m&uG&kw$Om9e9({S6?VqQVde2?L=4VUQy|(UJHCfx~U!CDCS!Oik z>nF9pXd!=SY$UbrML~hm?BBns`nMH4{!U9$j$=t1ny!zIoWp+(@|YYH-u5WIdFKl@y1r(qqN@nr-kH{SsRDopK-R-hnVn z_Fech)R27nt*nZQ%Ix=tNfgSd4~d5j>V@5Zb*!h5ofDYPtK`H#{qyst(g*=DF}kJs z$+epgBu1>0JX+q-!L#sp<`u&F@Rx6+htm)4nD;($|Ned9MZqB?odUn5(xdG=a65CC zffMBSx9q7z+3o4=y@ZTRLs`YRL1^RA#M_4-9|;vXaa-}+MwRnFZw@PLvu`fHDPvQu zA?|hcxk|yym)d4#X5Q~ScI^t9z2#!sGv<|&@C~VyVej602R?evtt%)AY;~`P=Ozb9 zmfj$5=igfsPTn-%asEg18qKfSG^4HAe2E%^^Dp#QT_U+pfi)HtoK6|G1cY4Gb#qnq7OHSYjkGTn9 zQXa8S`-@8K(kk-Lb&Vlf% zjg+BS$_z zk&~9zM9v!TsiO4;fEf6@Sx_)#{uQvo#bg67N)a%u+6%5tDLd&Y<#tK9dV70?;sCK2C~0x0go~yZk)36|lB+5! zpPp&mTG)Q)Fk)uwv7(qWg;<|W3JU8e-QC^%Is4tz=8)HHEvkISdv~s&r5!A~hH?=m z(p)dLX%o%fI0>pKWrO3W)vj6Lq`>l#0z08_wnLPu@5W~RKRt4(2vh+Tm80{_`j_IO zqXlwQ@t6C5vyNnKIP%0iG*;X=<@Cn~F6WGkJ)Fm;zUUM!tA&W z>M7I7#`>R?~ez1r5KUl zVjlJZsi$aZ?$$}8QdLt6q+IdzG-F%6qSvuLX3LE}o8IbBv2%M{CJNQq-M=>pkLO8Q z6d$xRYdnuF6JO|y2dIT|?yT(N<70*W7g$tO#OnAp$0oS?d`3n_<&RH~!&`6PzD=K% zl@-|1(o%`N7+(MGj`E?Djkql5PE^dwyW1~(`(7-xc{3gMpzsg8Y+anFf!3pu`+MWp zS(JL4o>ar$i?>gTjEn>!0JfK*dx}JSJo)`Evowd`7RPV0*KW;I(m&|)2?z{Txe)$NLZMbkr6v9D{J*YoTS+* z4GoR)pFeQN>4x{|P~$EG0>_9OZ#^&q$XJPd*F88GjJMz0ae0-roLm*c@m^Ne)ro=n zR1`0hm**uD)x3g^WF38-d8*>l%2|+th8L#~0dj3Z(Z%MwoS(1A#H+Hx(Q(AQJ>}s; zT0cKO3DajQ5FffOF0x3)4S9}ccT_!D%NC~15+kEYT+;>|yjfM_hZP`y($@VH`2UOF zYKoL`AH1ogtSo@+{z?{@dHwqJE}sVb`YtDH2cLXdilWr^{M0oq$Cw(BSFC8dNlr?W zJE7MZO~6Q24h|7Bqg{g+4uypHDy?!^>GrdY1*Ju{wX@WRd+kP5&BsTw*q@*T6r~$y zCpJ%@)`*(NOW>1s>+2uha||~eqtW#7V{~*hVOn;lPw(JoPWQ3YN@hNK^by~|1c4Rm z!uK}`>xVRFzutY|fbpC7(^41ye3Xv_?HH2Q74({H71ea1Tjvu9FAMxrzDKx>~B^!*`Wb7nY=% zD76UH?5(H3l~TgB zTMi#bTB7(P>IP2##g+xHUr*pa0L+&cr)hL`bq^~nhYE{6V;|*UhbDLUm$=Hg5S`yo ztit5%+u2wQDnuYWRL-B(v0BH&69GLT^~CGz9y7mqK?MfBDm*l8!8XjfFlrIA<=&Ym)&J_Qi#AE@Un_FLNcDw6l|-MhThG&GI(_j0~h(Zg20Vt175z`obzqsG=_ zzslreTlVUtZ3#14TX_36H^@b1gMzQGuU$t$&RchEM^Upp31mhmaOc?02ND7TR0Q;X ze0U%S6@;Wgy-y-PluxaN1Y}TgKh&y2oPWas8^hyPX;*hT>Lq7p{2pIU9nS>a8Rx<| zrAWRA%-f@<_vU;jsu2qt+vP`xA3u_apz#N%+`Ruz$avqYK9n>)S|SjMwaF_-&}h0D zs%$OYU0tqnXFe`O^syjE9cq}-(ImU`Q^otg#ofS1P*afQA5Iiuz0$iIeoHf*c>h5C z-g%kWU%?@}*~T_ZsD@p;_6i?Pl`azXs^~Jk(U@&h66q zt+r}HRRu_&XaPv^_YCjriDfT=_faUcw6w9U`q&zC*Q}swan()kmN)kS=qQZKeg2%R zH5k^W9PjT<_d_Bh<4oef22pU1FD))e%geu=&a=aNjXY!`ppqP{K51$k+nQ}z1*Qum z>9Mq^2I%W5A@xW5cW(`STU*<1iPqLuU7#W&5mmo>wMjyP0kTgZbglEhIzo~1#5yhB z10U%aIY~$C?UfkTF^b{H*wblb+xp}ffS)F!*OjqPIYGlu9VlrWtKU)RN{cuesE>aI z_%CDohTSOJ;#gqTGTwV|+KPv=QCFm|>%-6WB7$$|r=vKjmb2a)zgt|jJE=F_c>3+n zDYx`Y4=(c1Ic)!>L_;}*D5cxZ=E}1ND(OeH;???ebm+R%&f<1;?9)zL&6^!vC3}M5 zY330_vU0n3{L=^RQ%+l{$_Ud;Zr#{Rj##MzR%<0kStW&pNleXu;wL%i_^l1KJAb>cxH)J? z#VeV^J`H@7xFvvdrbL3GUp z4Sb5A@@Z=>OJ?S)mJ1p^;}1{7w%om&Y1Przb`$p%Cjak)Uhg zuM6=HntZ%R|4N^=w|_JIDl~mJv>$xdo50P%&MYEkn@n!mJ$BPDB@3|UzhCVzSly># zt>7NyEGT&T-_!YgoXdD4?%QDc-&&sd-{0T=`+I4X^b=LQKBYruS=hBrK5b<#%HBI8 zE<@INB{Og{3y|~27syU1VGCzCF9+;D$$yedL{Lnrd6JW4-}I=)YU!Q@&V19pPxilUqNOdU&TcxlgUI<-L&Rj8!4UhSfT082CjhDu@PHHYbO@pT@QJL?#?E#h`U0wU5N zy7q!5dAu*UYGdP*tUBKA^HEy_4Wklq-$bx>sFk^A;FbvbKrJERg@S}{p&>>Ub)tjq zhh#|<8YCksi!0e{sra{SS+jZbW_vqc>|7xsq4KsirS>U8C-Grn4+5Pjvr@t|GJC%F zCatdpB3*?GBkxZR#d=HVyFE?MTKVmdZfZ^}Rh7q9b?@0In`=lIzIyxi=_JV7_KVdo z=ZU~e4}zSdT^j6?-P50w&bK8?3?ts!j>+tBbZvO;-%y?Co5fZtU> zz!dXB7eGVJT>DSm-@k{VDhy;uuH{qLfmV6&kK$tWu;J7ENoEc!u1 zv-G0;=9LDPhBBkp@~nrN|IU=A2aea(?M8P4|1fYX>^qrY`urrI9zQ?7rtn|yKfkx2 z23`S1PuZ6s+kkR3@FrH~bdwPIP5a2=pJA!yj6<~0WS_oxfwsn`vGG3L*cYK8bisn$ zbxCSot1eu);L!GzO7YxR9X&n0U))qgDJ6`5c6Rn2pwQ6QlI_5mIZi!Vkn{PKl}(e+ zgL9@Dr0!Be6@~zQ1t1kJnq`*xs`3b4~nx_FR>n22;1z2W}v<7tl*ofz0lq!-md zBvd^obVmM?k_WIAoNZZ_g4MYxZAC31A@THVrwXJw3Vss%yGFhf5{XHni}2Zwf&j4LUT_w}Bso4+4}XyR zdw9yL85wIpg_bcH`Uqr!$J@`9Wt6MIetsN9VK4IS${Xko>*=F>5*`*H>5#|zqs*}-4ZiX zQ#+wd5D^u+^0*6v!|3r5MnFy%zeJ&w%B;Fo6U9oN6GD`G=*l46;!TX9roDjJmXniX zc&@1MQ!CWp40k3brgWnW){R&Mgzvxxf`N8RM~Gjun)h2LWx+rpJ%>r#r4**5QOl|w zJ9bd~^Bmjt96y5PRaaMcH>T?TILFU2u>EVWIaSIzV_qJf6HhKUIhEIhb2^WHRRi_P zNGpX#P1J*@IXSNn-6l|+KFE1MCSva+%QAJen*yOe@GB{Cy}PxoKJVwPZD*J{IYo?1 z@DZ>2U*B+*92^{^rPzIZaJ6~@tsBk<4<3jfeiYNJ0QqBGJY?@k^AUlR%J2YlD(Fuu zC^1r&7T+#5PNb)&duL>$&mku)oUaD+&W;h5I@Tl!s<4hA7N;#Nwzdbz*$620d zPyDZ3SwV>^Xb};&v9Y0);~L|orbzAFwG4fX&HPVtFw|(sMGW$7-@ct;gZ%3Ft;f)I z;Cv>@xqkhc}>>ALFf4YWEHoL#w=}A_ZD^a zJg+v0Jv^rml(+kU*C9&zt7`d(v*pr>NuY~Fpql?PobBZ7Y%p932Ga24*miU`tO01z zm`gQEu&xOcP*=D3Hk~pMIMBfw?Lz0s?>F8XSUD5BPfyR#J_)H`x#h;qo2&UJ?mN_xN+m>vt5r4i+2<_(=0A74t154RjWY2h>kc-_g>=#lhe2LX2#Wm#*1%nJF_l~L!9(rAHRSM_DWDxbTzgMX%8bTgf^aO z$&41Ye0)Tbs7|P%@Z{EKBxcDj(^qMPL$amyY2%WiT)NS2$#3WYUklR3P1fs3>MtzeS#Rw-sL@<0NNG%>}o;e!V6jAfT<( z=VkMh4mjZD@NoK4G~1x=kcKKA3sD{}&iuLx*>lT6@Dcg?i|3y|1@6f(Gg#ACoSV?w zzi{XJ&6}c$#}x$xc6fW40Q>EVo_Q?Tsl9Q-hA{N6x@)g;drbY{pmgJ_du@}GlMUOA zvW{}#KgPz!${!v`A}a~O$O>e5Y-T2&uCMU)*J5QYEv<&f#!~ZtN6Sb9T`xv70F}%J zZAAOO+Iz9CsmR|44iUm(V4UVv7fwe2nSrkrmvQ2QU}yX#`oTYJKd>EX`1D1BbbtIq zx&zo(H09GzrIrbv;WD~PGbE_``0itJMzSA@Z_wd`Su!qNTvP$~GKfwisCwU2?$d@s z_V>C%mG8bTGsT!%SQi8Z4cCw)@!-$VAyaK1sst-@Ig~A}Wem1=zIKCoEaNC2nU9J+fxB_ z^Kf-85{lsM0Bq=g_R;44e8oZ+h(@j)4-e0AJG&6ngsM-UIDoifOuxbcK^>s^tqRVG z6bCd{)@?Ok4VH=MOZA%hg-+9bqr1SAfoM}c*njudLz`L1-;1+-YhRr0+#tL+?n+|f z#y2rrE~AZKf!-k;5WUY*x~`43>piLw7{+!;W7lWsOZnWKwCmw6{S5VPGk%)ax28ldLpHf(uj|-vaz|0PE9I6MuF=f6Y0hb5S$wm6XTF{ z`OcN#;MBeGTTw0iQ64T%{|to)L?9@@P&K)-{yG*O6}R0zMO#Lf15otCGB5g>&#*#g zv(-V~slX#a&Yy7ejFnYYGG{xKkjD+|7XY*-2Nnk)@;`n4{LtP`;5VbaC0&2fR+V=A zB9F(Zt-7Jx>(u)@6|b)G5f2B~`t=J@=NCkw69q%UCTR*<-1z8wbjZ=bI~KvC%!-O{ zIO>NS5I<}f=-8f@jJ-{E80Frc8=JZ0?U>2VgBng*7VcaI^suNE&CN#1)1=O!8wfSN z^1ATeF@hIX_)wJGhM1>E+8-V)NmFGqg>aCf`X3=ye@YZJ5pmobD6KLd@RN4+vj828zGMZM%)9lAv^<)jz$#yJ4(*fn%|Tx1&d}?ZC)aTnwb$*M_ zZhUkfKuMMLGlrSrDQHJ?x&aOO2-9ame|~?zj0E<^Gwm6#hA$6A8cZj&>n^~x4ag1R zf#AbQ^QFhe*#|*k#y7VQ2N4stFd867z{;gY?07Z7r{OUBwwos!) ztz9RE;$({%)U^2M-jF>IZ?jhUd z+D5g5z|cexMijjQgJ^&n-2B*hEqZm8UvkfoID)*a{bX|N+dFQ8wb7)~gz2a8`Kbfm za}z7kCAgHIe<6{YH){P0kW2=!EWAw5`k1*nPb8lP6CTdEisy%tPtXIB{?3ZJHvlT)Iu7~0D$l;e($lDYeTd(*C3m4awx9VTKcmW>;pvEabK zl{~z>1|=8WGgLA&Go5CB9UK3EUOL5}jzf$>L1+e-muq&E`Dq*&;q)<;b^Z31r~do* z?*kdWZ?-S14~DC&3MRN}KcyOHTM$D?5ECz{T=x*`c1>w(_U+r3_U0sGzuLv$QOc*W z0B50R`qKG9xj9uRw@MJ@s9<2y|s(-3ct!|42Iy`7@dLZE)2s*_LZ*XlTZZ zO1x$Sm6g}SiP78ota$LiVRR6k(aRvdluf#k>{3app0c17L9cI!^u0}x^L+FYgqh+` zd{^!%8|Puf*pu~ltcNCOE#KBfQ-Xy2J4W2hF4PUQZP##ea^6fx zAdV1|XD8MWPfXyC8ypsojI)`rkBN;?*fGvMD_3-WpyuU;QK#POHSk9+JM@m8v$c&K zEOK{umpNWeAwfmJHrnroqrZM_wV2-YK4~{;{X2ZV1gx_A3ixEhJu2ePgJ-7)4K2?{ zmd%qTpzoorjlf4aj_nGRs7GFK`xSW4$-*B-njW}>HGt?ruqL9HAZjp89ClE=odJnw z|NNGj5)e#0~}^64=r^oC7|#q~8cE0Hvh{P8UE`Kxe6OW;eM}4lRmP{K}LvSAgn>X+Jp=J+ZfmH+Gg;>W3ip)FPNe8b|jHKB*&2RC%=zMbf z{vA;abtJSJyP_BM6hL_=R;V%EU=slvx8+*$JC#}CFV0Bo9f#)T9 z=s|>s;M2^i#ZNwqrC@vX{F7hiksWQ#wgNPN_=|SwS`x&TmX@&btR#pXmAoNUcNytm zk>BJpq1_1EAg%b3OwHZ9S3?GgvzY^dr~sPkEOM`c8IqZsJDlVxs9@S~{W3fZuwYKL31YvgLh^?rLlmh)y@ zFS~+RK%N|XNnj4(1I?~oyM{hKyjBn)_C9Iof`+7|zWp(H9;-j3wEJI$*$^fMgV~$? zB-nvYtPqi`^-FVue3Yo0!fGNZe;Ws<2mArTp!f(U#uCQ}kt}BG*CAn%QVXo1+yb?L zc;Je?=U9)76|pIGA9?S0A9w%<(-6Gpkg)=x&3DZ$r%Wk8r2`lS-9`J9E`R4nMAN0n zNT&Jud8fGvTWA55@80S6er*d&)G!U>lw#8SQy+*%b%rL)f@|?0uUxs3K2q@fIS>K3 zNHR8*ODyM9_n`b+Rn%9xlW)tj%NE60?%e=qedDv_dR`|##jMoZGjiaW#Su-7Rm;tb z*Q9rK#(q_kT$)C@u~;(1d;x`XU*R5Xp3&KnwljQPuWd?u+Ur}M=58-DfC|Fm*92;j zqVG+gnd$OqZyX-j-oT_6FXV|^h3Mp;KCO&Wp0|j;i0}y~vdR0q+h->~Xxwk{<2&o< z;K1&yAGh_`2Kdo+OiZ{=en@2O_6sN)z7fV3V{PDF7rJ0S^m*v>8V+?%iJU~=6 zV3}!Jo=1<~(lPU2>KyEN^-A~2w0D>IS_(p_3b{%K2szY$VYF=N%}*)_HX2MkN)+$_ zd0^9apLch+bE0a!idZjKU5|7g2|cPCScW1ydTep1aZ};h0R`7@`%KKtz$3V^J)-7T zegHd9OVl;gScZs#TOb+jWGjf3dT@FC>bvBu`-unda8%7+yYQoVOTfkEh`5+_|CX?M(;dwF!IFo~-f`tvS0rC7k7 zw_o^m4@Mc(t7kfMpjL!P-;_JWM9iIFg%xdWTm}XP1ug@0;4MNy7s9n(7LPgtBZ18@kxNd!E`Vg%o~!A3wfN*ca}Us{^EwzhU`YUQkRsO>x32~15f~0D;scE4OkdI^J)OqA@g=9ACYpW-roc9nH`9?B&r3{GYA_0 z=FO{!@Q1d4BM5xq`;{3?%T2W1Xnl;Maa1rXxQ6>|?VF!ljD>^7=f}bDNk$|c0c`o4 ze~cqEdx4RWG4`g!yUI#xq_SN#VI1R7R;-~C^qQGqBB2jO)2=z4g@h)uH002Y6%`e- z*%eu+RmCMG#M43)1H3^A-jX~=>=6kS_a9f_59-Bct^_h9Gy`7ey+1bC;Uko`Z?{3m z;HHLOX>~l^GYBdILP9HUh#aT|q9FRtarC&r#;XgQ`>F@v6&y#2(g5Lbf7_kT|^g`1pwMhiKqZ z_f~>*)>!0zCgCqKAtX5-qC6vA?#YxxYXWfoAQYncxxu7{rlv}?hWgc$&YwR|yuU}X zEv};aTVV-IO1+hd{|QJPK*$=X!R6D=N1K=zhr%U>f*+ec-|YWZkr!0&j-3k^XOF{= zmEpxnhcIbTlPm()2cpUT-0cV3y{09IFo}y#1-G2*yuOlE6mE4ODhcYm>h zp>Ltd&mYx=JsJ^zaI1h0b2G*TmxN&Oh8<~;KPuMh*Rh!FF@nN{dX(V4N?z2KdBGD zaCvhxI|Q04L?$CNePc6fYHAlBU%zE2xCn4SrWBC4IFjli@D<->SdWw%49&Re{d*>q zG-TG<=@HCHJ$U$#wC(6LETILG%(h{h{S^ocl^8lf{=W(PHX`c&8_dg`@G3n~@&s+L zwU`W0Qc-!+xmo{SVp%1avC%!df0hSM=Zu@9Cak&jT*tD#*GZbt?fdKet5Rxf6j}UR77OnqW6%Otgc7kqNA3$9f9Rk8A+kzIDb7 zpN5X@7T3GTBL6|)&;b+-ZTKPI#7W{w(R-us(7GUMO~xZAsDmI~0$aE4|K(_$buXUl$;m3zUg4IzK;&fH z0}JIm(Z475S3Z!u%hZ)quaL_LwTDN^3f+Bf?%O)!F}U*PoU?cV!^4l; z0>1S^ohP*gJ>c&CexVEg7-QN3x}5{IzwfTf;bb3BB`)}oqi0z+!^{IhScP2r6s~vp z8TZ=1#MXzxrJd}H}j1#s_iy>Q`G z^d?;=_`b)TdND-Eqjr%UiOjHlRBMOR^iNYtg7(k=(0l+eQ!;{!OT$+ckldwnGcX4c zDIpgVr~*B}?#!9N!cL9rPtJY|*7;ZG8|e*k$|p!lJS5vzWn@NPYD zOE(Y(g@RTirUkdQ*2{#kzVjizC9z6aL0%y)$;b)Oq@e>UMUA%SuO-Sg;vX|Y852J0 z9%KCN0>jYu3`@cvxqzMD*?xfu6}}3!+Zi~NbSWSfMZYBD1>MM^(0(I3%F4R<&S0gU z0_q`3bfdp55f>_HWm3vNe^x%=zMOM5s$B{X-y6WIA9WZz6}dT(3@#n}kR{O=uL$-X zT?k!did7>XY#R6ScCxTle!1Li2!dgSp)U{vXBz=8Xb}~}je=+ZnNCOLg>2uXQ3~)f=3~&K@ zcr9paL$Wrl>c!uyzkU1WslL(OtjKLkWo4zbQ@18Mgo+2;L!PXO-)3IIzd`MyJP>(m zGY{=E0?832I7DUiY z+p+wNo+zU;h#{1a%d~3&=Qt6nVIJr0+=nn+gFe^WU=_POS6)RU(AYUR0 zSEFz0+Ia*cjs11eqQ+0mpWG-2C8k$kbS*$dtK-N0fp`f+Af2}H#RV@QkDZ^j4R51- zT0z<%ONkkTn-5hm#`@H2=IqT|w^Bg+#Lg!FnEUgm7p_t)547s!H$NEBlR!eVLbn9( z-t!4%^9*4rLR0`28;QT6!#wOOzUVRfj#3B~xL zZMS8~&=R4}@H>g@zoUsL9QfJ-(SH*Eor9k!96tSF=vpOX9@HIxHx*H z(w?dNzxDb|zk)jOiTJg!uuIRM%Mq6`x+>^89Zgoi_N!=Uc&b^te}X2PnC`{;<+mZ* z=3c)z=CU=g+jx&t_L*Ag{dC;81LE=lTeCrsD91@+2nL!l@fkxZ+xg9vjg^&}e=@Oe zd1!upD+57}O8L%1u+mA^IBu)9#O)JpaICARw0PBVgVy@{=5mDIWq|p=V<>UvQ5CMKU zFfgz{@g>qEHek|Q6~c#MX19X=+dHsj%NEk%0+Q01gJORidAnDoEc*<`{m>>enoF}T zL{3vFIzK{(>2gdN4*n?y8)d?r>JBWnEt76n?io%pa&)4OIkxn`zi|a-GU4*Q-;YDg zs2n)a_6gR38yiX}SAE+y4&*RtS=sBWf54}Pd`d64X%n$6K?Ib1reM%T?v-v8~_Ho(Ww&aG`N?f8d?q@1+A3lQ4*h)(E5}DPR_tF3+K-h-Xi(iZ+2y1N2iNd_J9jSXf zBm|KWR_12VjON2}$YFq2D^{!si3k7WCQ*o-ItI*<(Hey_0;)4`@I%V_kj#giv@hDqRZ6e1aW5fH9>h4F;1~u4iS!c<+mWD{ zLDYohu8Rl>?Y^^?f`+^f#_cHO82aO>!x0QDoSd{2a(#e#qR;nxo+|en>!!k?7n@oo ze?BoU6#Voa9hZ=$(ViXwmO4JQi&r4dq#}j5ySbl_<|^v&E|>euh}Y z19#S@0Ht^3=Nh)n-Kcm<7k=@m`zVg>jBA1S=z>)X7Hj z*DdpRI#7H#=h!%yG%jvFFUHlMV6%hGxlRR?o9cfKX)z2`5UZQ?|ET_s8se}u(j-LQ zKU|8H*mOe{`Id76RT{DB78%L0biI#&VLHYZqI7^J1tC=Wj{S5gs%Ci7g#gWi>F1)2 zPtbUxj1wxm@1``B{w?_c46Ci6-Vu3YH@FrRGSp>^zo5IY7KDyn%7O>2Q>bTwDfw>b z0mgU;_$)!pGMW$#4M~@7Y6cSjYUy$1^7@l`5*5<>#YBdm$KnGCY5;g9{!H0?wpf&W z2^d>#<31NSrxx7F{18sd#N&^gN7PMxkIB)aDd6ch6&yEUxrGcA&Vt0=-bMo?n9zGO-33F4h7c!o!WDieA$W5@vY}sEXQX zmXUECKzzb5hyfd{J{(HOZU-9(nCPg~JCqgYd*PIXjmU&Vyu*5QLl*lShq>2H-rn8~ zIFx}L+5oYeSTm63oZ+ZKk)Q=@jXqOG=^h#qoeZZj9W@5!(gje60wY7qrUD)>Xc4Ft z>wwW$frJ&#h=(J`zm?j97`uXNC#S2B>3Q@}T{B^IP$%ax+_`h70bUF5g+ClXkmX4J z&ft1?K+{`i>aY-dJMttSt9ea#V^_hF8EsN(*C_ZFl^2Ab*l~z5i}XAXNZ*!!jt_!m z?8S2i{q7SbK-WEBQczP4+L4Lt3dlwTa1oaQL`7mHB%L2baW9&ZaOwpX%#(3XjP4?{ zC!^Ck)RM(bz#*yxA=l`ARKXTsJph&+f?>W&XsKu=A5M2%sUOYQ505R8Oo{LWs@ww` zF2rBo$aaF`NG`@PDF$e~jZXkV!EO%MAWa+a30`~upc&jXbW_swuzxZB=ip-Iy2=!L zwK4B{j^6NlrYa>WO>|_1sE@+KOnTF7BKwbHJI;>ecctZJnB{K;BU_0EZiXgEXe7SE z4TM$XKw^x^42V9#aVWC|o|6xneV&7thQmRSv5)|_osU;Ga6<*a0jBXGvcc(cF3`})%&enC`xGWAzhrUA?=)KdTFlJ;R}g)Hps=o8Sw zJ2ddef*6Y!*30VjDx2q6uY^a&86w!v_I#;UGgl5N3-fQD7b&#Q^lzuU`oR#0cc3R+;*gx?!QmxB-$;kwji0N}uyC@bAUoH8ak7 zaeoj0TKCVN5zu?8y1Fcjz0s*8M^q5S8^t{&ehDU6D68vW*Op+Z+qNf~_u2oOQT-&q zGql7=9n=6K|Da__@rOP0@%<98&d>5P5nd~G`u4cdwRD99E=}shwn))eDcR~G=c&q0 zK#-HICnp1x`%@9i3^ab>7O+7rV`EN@h2J-t&jYY);c+5KrGeLB=$Hwe?;{lkyU(=e zWf_&fLn(-SJHrlD0tX{)l9e^=sh1kafi6@GC=9bj{M)=o!#+%PJb_;@Kh3rNwW8oD zERo>{5KRFbgTe5hT;uY4$bdNFke|_UV3%5gZ-ZDf(Nxxh-GLnCLJ?JSI2PTy=Ln2B zmrzi!GMQs}INeFM%Ma@DaWrVa3HM5%Cas`kNL9f=Xm#pTFzDdpfhkjFIQ^g4Lqc2W zZysEUy6*!siKn`2~-Z4ogjjS>5T6JtPtV$%GhgusK8HZBLvyjvPzAUoTE# zORjz>t1#t+1(PWkERVfNS4hdmLzpoC_;42NdkoE;KH})Lv<~4>a-ytTx6aAUO$Y6A zNP>YVeSJv1k5pFVvXz{S@w8kwrMDKrXI+S3BF0{H4mLr`wC)6tqG^^7JI2ZqrgShHET~Jp!-;2sd;b{XUmf$7E`}tubHKGa+OIc@t!% zny7||Um(YO==qbQsNCgHto{FITx;6llN@Vx$K?hZ(M&oZ4IlE%L6i;PBqse3n7b(c z$PdK54Kq*HTSo%$Q4q;Q_^~3l3LLj_1vi)s+qrVy793C2F3<%Bn?1c1o@WinM|5Ih zB-}Np$m`$V(fKy)M`GV#uPAVPgC(9kXt~xCIc|6^@JmVPNf3BxU^0# zDC!G>*rl5nKC2voUNXkJqMg@|SZPhyIWAON%~a?gsh%owFIHKHlC@W&w+|z#dBeRON}dyGvl}MS-A=(z&^97%&`r6=0OsJZj&j`I zyuR-FuYBUGDs+9=!S)#X4IL3}fOHN5%j)Rr_Cfz7t%y}jJgf0Mo&7QQyAw_$K>y2# zDdL$R&zIOOL8xHrTn)Lia&h7BCzs4e1YGa{-T=xG*XX3VE;eHxn;x2aJpUO;suQT| z-g4k0UVl`Nh3d_Ka~P~4C+W3LfnkNV;)J%?Wo7Zv;k_xyz%|V5>{md+dvIO7i4#OW z0N*b3tvGzsxvq$g6jeZ>Ae{H0#kLg~&jweBGv&%r6q#WKL6s#{5S)|f131v)er+6D zUc@Ag2}avN#Foj^<5XCkWdjfHgRnX%O)Cx^`pC0Z`z+d65XwmUq&}0gW=2LN zTc=6v0F)hscaKbzAT>`Qz)r0k%PODrabEjqPjwfQ`OWB77%$RH4m@Jt$u<~PNMn(6gF2Yh}Hv5=|;ZH%0s0hPxeNAwYq7&V!kA%mF@!)d4f>v3^G zp6wHe~$Ycy@DS#U^LiURNq;~2(4>bGdrw$(x zVPP52SSFG;iqTjl=RiVbCguj%o1?0)IDU3UuLITz8N3J1CdmUyV6(rakpzhI9csL2 zgH;Ny2!|6MDVltPMptO)(#zCKIXN;!+@#3*UC^n2w(9vMepGW_6*qsl3Sr2VN_3Kt z(sAWHF=N|+Nhw4+6V#UscYOI3ycG)FM6usaumgTUL25X5as4>Ll34>G2c3Wx1T5oo zHwW=&K|I?87L_u%giwPyIqmIUCp17Yw&aZXP#w+Z7k|+jwUo|z@;otkmv~)(1^zg= zEb9!LQ6M=Jp^m2%M{C`}XuA?c=>AFmUuH$Kr_gFoCui_LmLg6HxcM$bmaRoSfmgT& ztibl`b90uI^^cyf`gCd6Z_h&sGpPt&GPQv*xM-7K{ry+49f@7vknNV5?>rZUu6e40 zjGp2Ut7trRoVFD*nij)}!qEnO5N6v3n0FFv4Gm?>-p06}d5$Q?K3sSjnus&9h%qT) zm{?$tAsD!%HIrE?p4D9}xu2HCk7MufA%+*UnD27y-yJJzn2s8Jh?++Hco6GMN-l1L zv-i=2Pc;s7sGC2DVM;m;Oe0VZzA>Q<{}Q8h+Qt#L+dv#msJ=abFpx^;^c z`S=h(^f_|aArw&Ilcu!(Xnj*r$mCBB@rU;!Ly20J7FP?^!Y}|#;Bw63o;}DCnaLr? z=)pH^E@HfHYQmQY)qn6j`tU!9=LhnVzC)y5MZtkQ^k@GcI8|<1Ygv|ZTUi4^g=;&Ojeg;q!HppD}1111Mh6zWwSViP-+(pLc z)-G^mNC(>JzEx&{!C6la4>AIdGf}l*ohL06L?%DZr-S|z zZJ!T+I>A8L;V>Cdfn-#X$tAE%^et`Bk7rd&fm6cYrDV#~hwmpD_p2uZ#7IozD)2=S zbVf2WxYzu`f^Z(}sEO6-ZNyFh)r?GFy_I5q_HxGK2)tVUP?s=E%K*g~L&6m}6c67? zECHldL8dMoQiqfc``xc|!X|-3S$Dxf;*kK2hHUIiQ#qUk!VmEr$M%r<1LASQSMQm3 zJPPFo;^if9EOKNb@wOAH3@{1hawTq8C&TdmL`UtV2+Ww`I6SgNailFbIXevJ%3_fD z*RM!2><71&ldCJ6R2L!+z8m2wdh#LTw?CsJm{~-_FPOr&|KDL1hE0Leip_B*XHVX{ z`)(bv;2h2{NL}^cG%VrM#DCi49=6$kyU!naQagGoR{|@fq7D=5FfnFNejOy5{M)zt zo@n|)wRaw3Q-%R}b_wC#`yl~aZWmmDmo8uK!KqO(G3-Pt1J=E%>iMiA{|hhX{3181 zg&~*2*t`lA4DJ3ZTxkT%P+HK=?QcVCPXSyf?NIQm3S;tw zm1it$JKF(6S4TNa7C84U1mKRKCZGUf^MZz&-89W1M4db&9w%4_x2rc}6;jTBqk+kI z#1z?6J2bp!pX$s(yhe9Wv|SM}<}{6L_T4p5tp7~!dr^$R17eN9DF8(BA74QX0OjCl zvFiI9otPWBd01E$xc&`@M&p=*osN5xuO$D`D!>TEw;MCAde+t{vlo8?En2iZOeV*9 zb-cW=7Lgb=e4!J=W$<8#@s%DsD7<-dipO{_F`?kp(1fmcuP>mn!lmM7mzT;u@qhUG z?s%@>x9vA7Wwo`?E~BBOkkybVWy_ATLm3H)hK7a`Ns5v^i_9__N=A|uO2ekClB_(( zN!`ES{k)#n^T&OEepYL+IFIwNnWo<$v4P`n_SQ7GF6;*52x26@BuW&R0$ z@WjLFW^0VSg!FR>wK7L&&5%Oxz4xgPS{GcV)vso_Nt-D5`h(3f%dm@>++o zBBU)p9?uh23ukk!>fmd6Wzf)n1KnLKhFoh8AYaCuE3^Ut(q7o)gfX-_G2LvC*$Q=|K{V~rK0bi|%U zPs;zIhg#U@3L0X^+7ZRYy-}W17c`)R7MGOsJD-n9goJhyKiOivVs81{+xP}9#9S(v zLghSnSXv5>XUW$-l`L7pO-_;9!i+-xICt9lwaE)lW~{I>a@3vKKgI*mtUdGRerwT7r%D zC9O!`7be^<))l%zcOdj+H2y5tJXYL(P$wG1q&4p-bJI*UcCHv1_+de)7J|qQ1V)70 zsgOoT8kXA>!7oZ-B=uCogq*3Y$c5)a%5AwzHVqs$#7z;ncC!L0f0>CWh zNr;yh>}r3L5C%044}1gZ@+*I~?XSS40C+S=qy#zRiN?XSwE@E?Ub< zgpR+)tY;Dy8d1YxSL9EiU&5)Yo*z2n7pUrA6u~)ME!A2Jz}RBs!zkbVYL6mEqWDJ_ zCQ|3jD~pi_0_Av#LWdf8NN*u;E^34RAONWKhE?K;^m)>?fM1bQ2H!HnKY@ zoqI)BYe-8$Kl%EN8jo=HpvKqVHC3;Rv(9aoUV$7w$a5t=I+bWJ={mG_I>4qGxF#MVfJ*bT z&6XWwTmRZGHJ$s$D#@Ta+`4NQCnPrj-_aC9_z9}HZ2(ng*M_!AeaEL#PH+S^FL=Mx zjjWh)EGXluG3rm?7;r9*txXcH4U0w=EA25j3u(ssPwc3sE)WKUAM&+c>)rA80Zr5k zng!#5rgs<4I0@d}Bw6+&g94{Yy|0ATTyQ3Y62Pct>2H{d0BXtS>+i?rVr8&hR;BKF zv|Dq>$3BV`XjVc~;?Be&jU6ZWQ(}L``J^>ABkQDoWw2v(nejHf#L%#&-s?S+qG6fKcyt_S!lev^U^#NJZg`xqFk>)rA`#`1t248ag^Sq0+`eNmP#rE&aDU9DYEhv1;D~`C&)gJOufm(%lts zXWfBGP^(f0l0vYGH{TfR$V*Zrrq7xW^VXr{BRQz%)wx{s` zkUzmtvd+N0PibWS#zT|ush&q3gJ`@TU7*ta5aPvY_ImU$3I0{iZ*OmC(DwLG0`&Ej%ow43fWO%0#)(b ziyB=$g!O$b*Kcy3s>9yfbyF+VSnH935hY6L>93F~Qy(dE`v%~k%=%AaiXa>Dw+A45 zb+z6!+iq<8z5M{S&`USHZinQ&2ZQGL{XN@H!m%L>buRXmHwq6{hWvj5x->RyxgD>s zi}x&d;dX3?61)}gF7^Y*!ZOf0`Y z$rS!8MyYuSX&A|R$OGOwSM%_cGlj+bw|H;;-*H_Un_;HL`fkN;3$9oVu8qxZ!U?cR zX$a?Xm5Txl=wm-I0OsiEmWo+VLPg*tIQ4J~WQ*y84Dl&0!=7qmPZQv|!j>M9VAM%V zjLY>U4&{rK$LA1)ffPm?WfNMt^q~qWCx}6poBw>XOJ)hy{RI#&${VqEMXMT6m?P(T z0+a+fnWVsV=z*y36MIDcQTr)zFZpFDx^eR+BLE6!!U%S(p>CX)|W*pgi^Zb1sRa-GoclA5jG z?;%0p@IxGi%ekSn!H7Gds(8X9!@rLNOmcv~Ep^oZY)}M=C5j$UCJ%cAyd_K*?PF|l z^c=wqkQ@^v0w^CA`Zo|QjvgTiLxNR7iu*!f(6I+ z88Qvj$lz>k5|OL$P+L;i5~b@%-(IY=`0P-j6VTbPhkXq4@Ph!U3?Lg*ImA@u4>{^5~@wvw^~gq7K{vRbKH zv-oO?tBFi#xnehP^VFd!)eaY53pXis+r=aIe}I%6B#6 z_f1E|q;0twpdb>Hc!NxJmDL)dPXrvd%;Du-5pv-Uhul9S$HEt5c693E_>0|0x4?;= z|4j`AG<9I0deIE`(LdQQ`o3Wcfrc!|opf#1o_6>={pA0v-yk#HqF;K)3yp8wxY6C) zTi9iO)rTHsx)rW#$|>K)d5w?ik{<=l9Ej> z*Bc}K_VOT<}ee)S1$zEHe+!OdUY4EHKj8dH!6 zM$}$k=sy@f1ATP>VjJ)?aVpXE=ne1};g8aXS@0w$5h1c$bUR%_7f1u%+6z?bzH7GaJHj3hHH% zDhr6_0V`E%BX%BLMhC|D9jh!<3WSTp#p`9b()Dh%utk3tH>x1y7n)9hX>eH(rG|Wl zl=+k&Ae$=qxXT^#_YKw+lZmc%aM+5^_+RpZq5qN>C@s?Q7k;CN{EkeDVvGjl{`_VG zc9Bn_kmllfJr2&HoLaK4mOy7hrg|@Z7y2UBnQxx4wJh0NEksTMX&XDtrJn(+cnE$I z$y5t`cxXxzRPs-e6m=utq97IVTo8|DIUdWbvcPHGMUg}8{LnyN29;EB{PHNMN2)?l z%9%iD2uz0*#xu;eS6jHdx-Op$D#^b#4n@2go*UtD0wmrJ;I|aIdNEKJ^VH?S81BK$;y2=>X~$c5$qC zAiNEd!b>=^peASn0k%pa477Xs-~##@6?(!?&=ZdOq{^X; z6EYlv(@)dAszcz=QrA$)oYdjtRgib$3Y8l~ZG+l4EY9V|CSG0nLI$Q&dP z-De=?&@Sbc$iLqQZLl{ont$Pgkd02{?x0g3$S(wLf^ABj6f|TE1E4ZMuLb!g)@c!z z3!z0v_p#%QdGjvdEIg~Pmo?t8C3@&MG#UjS2C-6eVr3&y(2~&`VQ*j$G_}(n6#iH_ z$Lv{#RQqDQlWl*kdauPo4mAbRv$0-Bs1KkiC|u=&1|@2q#7zxlPw?+-SY|Az)*srb zV2TLHe*zZ=3$mx6vn1ba76cm?DoD_HEzDB_Fkus32`gx7XajuG`+xkHX?!kN3#~b1 zkb*%q%BBPON#taK&8XOX)Kx2L4?p#e3_Gf-PD9P~z%-u&IC7EJt6a=?Vu%^9kSbfR zHqV(PFz6t^1hxa_5FF#8*F5xvRHl{Qj{b3+8g4Mg259W{Oe4dVtpTrQ{ih`Q`e~t- z|LS6i>l1PH2~#a1zgOQ&eaGlfcai9x@F%2TKwPJSD-G&MNGc|vNj%;-*XV2Z3!u($ z(0qz2I^yijbgS|mOBUe>+(%{#wfPIs4*5l>T&5tB$0$W^7rWqD3W*VU*PyT_Z4eU4 zrW2o)k3lz!Y^{l>LEhYwby3;|ri=sOWqI+*rLkl<|++KSk%s5k|Jx{rU0#@Ig2upi)vQRI( zPg+l>M-y(=KACX%yO>X#4f2c_dDMF}(g6ZQ;`IP7rx!brWIHG*=!L4|HHarzm=I~# zQ%E#@0;?1Bbz%=?Iy5ozrsmy9RPUkeB1%h8WZGm>+!3!+>4*bEIxQ3vq<_XZxECFG zqk$tVB5k-henX%K)D9l@(c94T1}^TJpC5+hO{QrThzT@&4C0^ry(9Thv7=m=QAGWI zU%uSy^|*kNAPm3v*pFszaMMfHJ$KWV8#E9UUbKio_4gDaZu02~2w45CcUTDGxD}zUsH$#p}I7li|eYxG%6!wWnEpDQkIZWabDlv^Ae z9MWtxtC0V*EUJ4D$X}K@tuM@cx!$j(Cr11Jhgv4B3=sMC)E@w41$?0(>}gN^3T+}! zW322#Y%FpPLDs=d&LK;8TqLD1S5}S(K=stMouT7|)LEG!N4kf!`Co|-q%3-_G+5!R@z-h~9HcukI$!Z33%t$La+b&7?jkoX>$bwjqQKF}! z;Fo(^MgsDFm$4 z40IGV<-dJ+K#|maNB|T8=e_8FW^)4Wu(1d0t1Bc?2g2*LdGmzU9WsRHHjr%fCX|j> zNNDOE4ChFQIkh5eheBFwU39C{TEd~W{f&2lD`2g2l1{sF7oRF9l8Kk2lfVvK$r$Zx$dUX7XF`IYI z{Z`gtazfPWWO4ZSQi076r;K|ELj>ts8^_!3l4z%go5Q3kHPx z->BKArc^%;{F->61$NHOb6;tbu=^Yp*Ko)@I38;11 zqj^LYSQPbLk=h3$Ys&gU8e}Uy)@UBt4Rd2um2t(2*kNkeU1X&T8b|}ruG&$(11(M9 zVPas`t$qfE#M1){Uq)L-=E&va=|>x&fCQ&OqO{i9R1qRRab#(}+)ariOKM*cY$@+gw);8L0c$mJ#AuOrkag?WmI>q~quUDuXbQ@?a!?nRZcFN$fIO3>p{+X$r#-PY;3!jbN)& zFK1`VKsFxn>@xwh#+v8<@Jl*`AFJx8o|3vp$mj^xqpS-d1IBsed<>;94*Y+3(*T2q6i%6uzwJlv_7ipnUYD2HLMM9v(r22#LkJj8%Ex;qhdyfK}_ zx;pVPRHg;9cbk<}RZ-WLD0Ch)UkgbdNP;y88{Y8MiIJ}-PfBE&hl-3|Is$+fU=~E%x6m|WOy0isTMf7AZJ_>`Q3T!7 z;y<~d9DZjK^9fgJU;tb=#z@!mFt!CzEFbE}vWz1KVg~=a=OkTdt-s7d^m8&^$cqly zAGslZb@aUBz1WtU;Zx2?mMGu7E2I&*A2PGA_6DF)QR=;zQ-^*!d|IVu+vPhwFh*p` zB1Z|%>1tcX+be{3j~jbV2D*h=Xxrz(4>#L3ToU&qE3#J{d3KV5r9Syzu#wUT_wdPC zGIP8yBb?p8e<0_LYh=MtK%uNNy-IrZ1epRNg#u#<#6QFg!PNo|XJqzw0IWLn;GwZc zVedKr%vdVBefv8CRiFhmcb6OdhUx&;=KDbaSzFim239+&T}8_p{Ksb%KK6=NMF`n%payVGuOFNhP9 z{deDA$^;p62E$R%?TC4WUg*@I-US@NFlAZ3WDGarU>gH3G)!IyI0&DIN{5;edrARR zE22>Rk+jACK46?(21RxU4lK>tbo>OmYn07GojU8YFCxu4xB&kB2&gc7=0@rm7W=Uo z#c%27&d!i1Tj=joMs_G|Xgl)+ly+H~tv(6ufghd438IcXtmS6}aE#Hkzc(C-fhE%^ zwcGF94Y3Zo1Y?1sVn~nCiA|>)4_a9T9f-2t5}CYrGal8!L&FMHw4>gig(YxtAX*6W z#kcUD0e+_5IW&ac0>D{{Z5vS-nS$7a=1PQYLGUY?f??hWY(cW51M20U^r>^&^q64s z#+a)aH8*5?)aP7(E_{L|OZ=3~Lbn3hzXX60S&X^<3J5E(#VN0iJsNC5>d!Ew%VjbP)vtt5@-tuK&1z=MD8wzqSK29oCrI zB(nFr0j~zwzU+FT>;O3hBczg21I;Nc?Ck82Q!oWj0_(B5B-^ENRk-eBYi)BV6DAQ0 zY9FZQ$7Ubaq(uFG=HdD=+kFm`ob3_{7=s#a5k4=JE}wpF#b5sq{{Ec(hYiK%w#CY| zvW@-nTk>Y1Cy-N3|BHm+O4$LKG$b9%s-`a3$c2>E8^H+gZ!PTW$d%`U847K0nAgEj zd6kO{3gZ7Z1sBY0pIM?ln2q#-^+*tgGT#j{IgW83AuqxgE!jBRXb-RT)TZ&@yd@%Z zE-EK7A;dcyvjm24|7chJWh@~54Y(Gaj5(QiNdt#ch{_t0q(R9B{D|h?fpHh=S-#y4 z4T=ndhDumkuXqg&*r>lf{CQdKzD7b$JLLHGUyd=+te~K;H3L1ywfEyCb|BH z0q8)OfW{0~^v=#f8II%O4N&tQBD5t)khFVZNf6!dx3GwMODK_Y7iW=?zWl0d?!^my}fxgZ0{}HG>(W+3j&m19 z3v4F$Ba_GO^?uj%!y2_U^~3%)YLV+TVB|3_jC}gAkLbrh1}u*w_W;)qj+k)8QD;64 zZO}9OUUD9qkfqZQ1S|omi6EsfaSq0wq3evyyY5Iihgaod zzAK@K3BA8&Odk;(_a5^51Y~I%RMRMNOdz0E@4$&&m9y$9MBgJ;Muf~+@z2OO;G0k%s( zC-kM>*rpT)a5X9i?E3$paocO+Z83gY5jY|)jwPMqC0VlI2}w#v`df&3QNywp9A9Vv zBU0Sv6JSqB4N`!nTd z_{OUZNAcNTAttVat=N%$Y-B;g#V0WhdEaYi%aq{Y;9`?6c(hZ9VsyJ}j;)Y)t9CIe zXaC=usW<|z2^YFysU#E(^37-7qoO~FF{7Gu*%$Rmq7Ol_*<$8@p@jEDrz$R67~r8E zgfigINIzMXHGnH1R+m8bA7qxV^*t?5!m*hPG_)Eh2f*gL6K%JPB`=gXEN^WHcAhRG zyw9E+7TYxi$65QGM-Y)1M%w+??oL~r&$IZyFsuia8^B2E1;9sdZ|pa0sxMIg0plUy zoWedTUW#WFKQ-Dl~T3Gj9P+2i;dXed-jtAbpT5lfCN>tkbe8 z1a^KzRft}tp*xufode;Ac&)F969LT!Ax;?n5g|x4WdNa2q;drV@3l#o=sA`!qO>5_ zIBIkOX_8qgc2zRwA@s5*paZ95A4-MOs82`>kMrD;kok2RgD>EP=pN0<^kE41hYK8dhniuFUf@g znK6w7x-jy+K6?SpRL9`B7uBzQ=*@t$C^~u`FTjGpeQFYBMDgZvMoe-1$)6D!E+=ja zhI~b6TpXDiLPA*J80=L%?IABTXk%8y8C3V^<|v4;)!TJy-<7!d4Fw zT>!ms`64q*Gyt3dI92pKXaKtC5l(8+lS&oBm2 zZrTo6;qIB>rJdqUFB$y`x_$^;=4=CO9O}fTSx68WqdE1wg^p43!3)K8udAZfw($Y% zMJ$un)u=M+LIJ-8cpqMG;4x#dO`Bd}cw{$ZYZqMo(BBksYAsELTu6MCQ=4B!7FA2f zvSTk^yeM&rEokQMRJdeNz65zS{$g774`>o1Y9}xtXr`Y#vdHnK11`L)aPa{|Z(dg) zPelqI_W-uUSExd2YinDP7HjI~uH?{8-WqCI(;u4NM6;twHizX$<$tfRC~n({JDj*; zis3GbB_~Fa01uop==>QJ1DeM?bz|CZZhzj4d+!1yWsBCYp8;Np`pw8r1N-zVa&+}N zv=Q?X*cPU65q@5rXr8CmC2WX7KJ7%!UsGamy}172U6Bi2$P!^;Wz!n0JSDZvyX!GP zglKF5*>{rT4j43lK{ZwcDiE6c5}zMB_;)x3F`y9RV0h6Ss%LP2i-N{Tc2G|!y|hv7LG20W9N!|$ z@Hh{Sf+RjP*EdltQbbQS2?Kf`n3v4IU^dS0s}}w7`rx}-Mus133DGS?ZQ>=#15w0f zbQ7{P%0cil3!T%2oC^yIn5zS~J|>%8{B4ghJO`*wqP}-TpXV?qT$W}7{}fm|!Q}@1 zrzerZQL6^AsF)R8QDqe1p{$4QG`)1Y%K(thpR=Fi6n0@sV-p+-b#!#R`>)q6I||;< z-<4l-x|#_Mhm_ei*>?5oMXLbOhd;SDK8){LJK&@PXb+^>242M%LSXYoHm-nZXll*Z z9K!J){OkNZ?kJXv-)ZQUuG%5O=VwU(p0?@LZg zdkMnyGIBC5j8qHM|koo`}Wx2{foFeLASy8J^2#!y?wr}@%1dWx>gBFN zr7U;W(lk9j`#m#_k8hRMF9av*lm%#&Uql81=teEz>Q1I1J2Yj9V>+sJ2X$pxfcXdP!*D6rlMb8wIM@$bnY5Xmm0zHMBvk z+!)|&BUZNF>}*^d!e2TEW+FTUKbVZNqp)&C*>b-2+bdPfLQUZ-dlGgoi*P`3JKU6V z7KUx&+CEf>tER0r1>hX=@@&tll$hMXu-`IAXTysmTn~r!O z>IqNJ2iKQ}i#F|95#*X1va-~!GdpVc+?6fY-8&_RFr+?a_yDXU1s$e;e)ly-w&srt z-oMVGx1fEu`bzhnhgSE8XLCM!wtVq#?<0jY0OnF6mxIm=kDmNFKzQ!}G}F0TjBBE| zD^WQxs#@;%=hNux3<_~;7gD(+mHJ{Mf3{H;-{jT27oYpSl6p2%j zJO1(1*ZCyl(r97w(#9_wX+jJdHV406T+4B$7bZp{BVC?>POh6K1^@p2dsuFxK^x?H zl}Ku5&zcpE;A)&Q`ewat#RiW-C#@KD1-$t+53XT;)8>J#b8}Oy9=vqQcvEpS5zYn0 z>Bzf5d}wd_=yV-~SuC>lHe_9T=ruNj03ut z)s-{k9~2aW|Lj5iKfoCluyJpn6@ml@$SC}$5>(SiunSp-znp>vZ#2^5{1-2xsXL|$ z5W`(8Ku3ssry3OEy`%ej!3znmUAuSTiQgvo*3;7$Kt|D);XQm@tbqV((Qm7x`Qcd1BjkbkISirwSh-rh&}BR}dH^5cAP_g>@s z(r1^d588BG-zy8LHg$)t{OIz@BNj*_oFfu(d&^*vvl^~!?oAqnA%Qq>Gv}^)L(HYV z8X6jk+%FEdccCbkNAK&E6OXPH4Yum?gT^Bo?-n)--7GmXUe?rd33_7MQ7l5{*h}{O z^J5|HJMB0vQ1)1@1hfRn@7de|^qGU<^gFK(zxU~A&A^6?n@ zo_=fHfwQZ4$y^~48FL4c-L*f5YRW>r-|4m1uPP4D2ksP@j9g$MXv0K)%W z=s3kYtLUb`VxaF zg1&e>V3)d>bL zVg&^SNzFt+GRgZ^xwYJJ`B0JauH{>4SbW{X1LyElt#Ti$EKtDq*aI6URfN@_&B6Au z*j09QaomjRAbNb3USjK3NSpZa_~NVhx*pDD+Rz{lurPdrMu$+zW!={o_|jS$_5?Gr z)^^)h-QB_#*e+(ftf{4CWn1s*A;i6%7pnDE@isL!-mKifR*xTcZW1pT5%Ue4o4dIr8J%MX=B6uU z-i(_f7or{9%{-I%yg20eSw7~&(`%(75Drl%}W-8~Oxny*Pm1v4)S+1l+%^L$twW zdtNNd$|zq;KilIWq$_pp=s-{pXHaHj+7WU3{s-sEm&U{TbDtj(kjNc(qf8iVyuSA* zMrR4bTnL+^3cZJw=;WwOG^~5X!^V7|CsTRcEw7c>nqyHurNL_`A}Y!~i<41Zr6_xU zx4xMn;6}fnC7V78Vm=DUEG=#A8)$jI3oO$HT*-XV{a#2o4rn_*m>Cz(_Tb#wGd-Jw zC)j)|iI3#*U;ZXOnTKi0Pu14lB!1QSV>f^S#I^NwW|ftcuH~Dm0Xp0O$=FByRo3^k zx`U~DAIqc@w?j-~3--rxHVx*Zo*LvQU%U>s*QW%*((Z<-}1{WTIk*{g_ z+1gR1Z|`jN`C4#Cz07_VM&ZXxQM>Y}o~E{V_BZBj4|#Cr7}YdM8P)~sOwZI!TF5Z{ z-Ocn*&~#nkQ5rM@Kgdh>wtzQ6PSFcHhWSuZ_w1OPc1RW9ljuJxr+0my`htGO{uREf z+9xrBhV^q_+Q!9%?k*~8J$lb>YSY*kH};qEPhgJuZ#s8GNiS`airm82qN$hT=u>)a zzA3xp@v)vT0HOC$%8J0o?5xSGte2(_TT`oz#2#BQd0J0oF6|1`(daT*`F8x;W|&UX z_UJ?S9=BgL7S7Nt4IjXF&CPh9v+^pNm-~S7Tnig9JepC^Mm@c3w^RYw#_3qR?7{Z9 z_ID8%msugNcl+W!rvk{wytDTxklvDXjMOb*Wqjo4y6}TVVKRcPmPUFGH!MWpp-5GK z{D+FTZLOx?20+D>g6Lp?ONeXpypr3J8sJAn<8<*^$Cs1wdbhte+6qu-`-jXFY*vj% zSMbZ(Ki+JP)lG>+G%c~_We!h#meDb}fnn}Gy1CIo8CK~~PW9$aMHl(9h{(u4Ne?+@ z(?y$LoLe7n&cci~*_s&mm6YJj9XXXN?7^#hCX z8y0nOHTeD9-y!TXIZhBx)eQ5**J^1rt{&Ql1D{;J*Wz`z!YAv^r@?R7=p%7bu2|iV{xdQpvTmIkDk#5j0Df_h2%+cspeRn0$!zOFcE|Lu-!LZVFQ&rnNh*;qEio`M3)%4+%xH zb)xU0Y>7kQCejlHZz5y>Bj4>k%TG_0wbV{wKBpk)Mp-mjseiNjp8GZEhzsI6!|Y9- zn>NsB=LBo)J93^zRHh=|cpUs(i>@~%z$pTqQbenA~%-NR~f55*te;r6zt zM-n@}{8Gv-DTe8u9eFu1XQ*>CWKOM-!FIyGZo$!6aLJOb5Jhdm&gz~r9-0_=-2=6g z$w?ZFT8(%TMGDBR4$)8R`?vX$3m&Oy+u0==R%6qfnVa9LT*Vv{|F_xV*V~3u8icA) z2_pG?BaGU)kB=FHMB7}PlQAl)dzP_mxnV)oQ^%TtPc!M5t`)O=Bo19AWn*h|hm(Ek zYKH@KjLOj2O`()lIjQk7cIU0?$#2i-$Hs+)ded$>9+EG(MrLy>5=?6hT!z(ABy=|I z*AxZRz|1UH!kzsV+b$M`t|9hvE$o6o2Ak|id9V#u3Co0JW$T~Iu(hM7hrxKAT`rLg^vvE1mTYh07H z9~89fh;mhPr{1c46EJq_o`^d8yOgVJ!f!ExRYEHHNu%jmNgcttGHUNaZnO@f;lzC7 z6vpT|-ia+sdIzgWYrb72r?-R4qOoZF;*n5?;NzPdll(pE=Tq!cte+Mgn57fwIkDf{ z;hBW0?7BTHpNn=cI7#MKi5*&^Gv6>Z~@-F~F=Cw+m*S+5JWz-Mg|C zLfqRT0w1~cS)+#73Dl0KF9La{nQ0ZG>$bl^+TSJeasf)q7{m?{F)w%SIW%H z94rt06OPTQp8mn%BAu;sY;l`0SZQDA@!kvYn219@QDp6Wf>YqRXm98}PkhSa_9e_( zg}*=h7@LNo8Onz;C=UW|-;M`K4rzxH*p~8B6FHqa64I^lEF3&M8&h7dU%YXnHav(q zrcTvC`6vC6pE0{Rw)1FV8H*rUjwd6(>ck;-;$A3gfW1(S5Dgp8wUqy3IY`ZUWZfRarU7o+lQqq(Jz- zboJ7wXk@~T zS!n(Gcb#sBhK?D1N3v%9A>*Nj2itxgdt4rkI#0uT?!+ql2@mMgp<#FqyKQ(6k2D*d z&aNbo&}|g04u8OXjc5eOpv(uvuk#Ud)^?0}x7f9^ zvN;6}`5z_OKc7I#RG!lN^HtEQ)G1R}9sZDX%Kh0xAOZ|iU(}{%g4-)-bW4jwO;QUE}I-TJ(SFI`}MnvALHU2 z`TLVNw~qbLVwt7S)gNFq#9o&zfXr2o9!*0jAA!SsQ_lr##BwEQN;jn%F%i%8pJ&+i zq@`~PZ@qIuyfXUM5O3%*T44K@dUnq2+al$aNlm~g{2Bx5Ua-`^sY9L6XTukNRx2Sg z&2c$hJlzxb_}2Qk8`Ws^`KO^Yr$~>cy?01>E!;-Z0_vc;wRii7RD8}e3H@LehPjEX zQXkB*ILv}aprzXr0F>-86_HR;Nz_gBP5#KA+Y;igiAJdzN&LtbQ5Pqo9-Sre2LqdI z&>QZZNY0UcK-G5np?0%S_hrdgFkaU&pLg9B5Za-r*m1|Dz6^$iWR`b;XUztdtRv4dTURYFAjtZ}L+aTxKCl~@SNwWVd<1hR- zXysK)$mks(>8tJoWMKpN_7)s1ja-{%Bf1U@4aLE`6_8LY5dC;~^W2ei+<`M*SW*&T zGM9s!yAlLof{u}^0$3FD9D#EfPihGFH{rwI0Mbjj{fu5V`|+rYfx&GAnkW?au^?IZ zq?0lfS~`My27%o=x4m0Ve?=7lpZBd|BWnPlTmP$Wxn>8;m z)2wkWFYgY9{d46LaTLHGRpb5~)xT*v)u`fhLfkYY3e1NWGWQjkZqs_cm$vO^_4-u* zB|~1Ebs;QXYkSi~LqYx1cJbhchYz>;*DOo2h2it>J%KqWLpNLqz z5^1QWDRBgJUJZ)oHhurI1$5A@_~ILPW!~zqn@9&;e%{xgI~_q!0W_q%Lj9XKIy+W( zkDxiK4~45WzJw~(%qRWqkzjT`ZMAZ1?bIaxofMJ;m);g&>BMO3O`ndZK(zjC&4E-s zI+)+zKYU(;2X#V>bnLyf#MdPwX9iUqce#$Z%{qoYo=R+-0!L`-seJa4cEJJafZ+bk zMouR3?*i-SgjQ{GS64|$Up5xUTO?#=JleMkXJ>Wq2k?kVqr)w73L!;BMUH7ojA#J1 zT%C2hSbFH%0M$M8@eYTS-+zj?(vE9|CvXVR=`3E}=0hpWehy^k8&|$_I5<~fukj`} z`eb?HdweHDL!Jtk0F+_{o$Gqe&Or_$MWdumyZLIcKj^61AcsZRF_QYgc(Kl>nzk47sf zRWMYfAxSBq@3Z=wr!&P3?{+#tnx55kL;okfr|snedrj;x;2@ikesA;hM^1r?4Su$^ zh*BEJhx_`fjf3AEVGd9D8#fup%nkD~W-kqBRU`n;El}uGA*Bg3J~6P|)5|=#PykRc z96_v*AjGOi_;h4XV%Vp>G*qNlC>mO{^d03{&!@^&fD26p#rXY0rUtSYzi?draoA!6 z?x8QS)4_rzPmOQ{q0OalBW{n{E>;@bB%!O$Zti~}v;!BS{-hW|z5mL}l>@P8!H)AX z-M+sn_lced{7E%&EZbEUpN%@suvDi1Ha?fetrFJmEeHt9+p^^4MzZ&+jBQ=X=8&?s z*@X1u&oQmQK3e{)l*4}Gs1?p%8f1Z$cOb?Ra8_eK{syz zybL+Op0g$eqFnSgU0q$J+<(Pyrb2|PVdjDB0S-bs*X=nqz8Bh!ZWbQfzW%7Pi%Uu> z;j+}1$2L_^TG{|6QEIqySlQU5*CEtC@bNCXCW@y3i3fxSkW#ZI?T8lybcOdiNygic4BWm{~;xc{OsMA52+#>acSaXSR&emVy2{06X&+!)i2`y|qN2BZ9y)8uwS36icSzU51+ zKyn!JUQ|HLr;7qc?}~SG1@1^dz6}#oFc|^ROKZYWfcVh(92WTt z|0371E9LiJBL}qsBMKFB7ABZPuM9n|4iKSArvJlzFt)-3{heTyXZg3CrHk68o8ivt zOY$7qh5wc#Y~07h>w$p*A;5IViZx(ZfL>NX56DNbp~X^4nd7&S14}=DyTArj8^h$h zY*LGW0R);G?t(v~k2#2ow-UpC(XDKSE{rT7B+k#dH?`JSgjS+bEN&HJ7LHwG!uwWb z#aW#f9^N#SDpKb7>HG()uh}J|V8fVH9YXUV19HrKC^G4IW@hKdU2{g!h`w0K$Je+2 z@Lr}G06^}$+S7AVH!a_Fp!OV)t>0W@mth_2KmZ*tT1bkwfI-b3?wi~gao*Ueds4l? z%UuXD^13f1CVH(E37Bqji`Z2o z|3w19h4gi-hkKyi7%@LcT39Z~|bS_Z3Q37kd1>M(iT? zm$>Cyc|QoC7E?hl1yeP`rjaz|xACxb^B`i`dLDYB?v<-B66}5RZ)MLk1(&-NB=OFf z69p2oo%RwiEj7#icY=fC=opRuekJ$l=yyF(GOsV0-$^6x67`5)rb7fx+9n_gY>y6z z{=RQ1rLmBy=iiWlB?BSq*yYN&wbcM}(HYF{EfnG4;&RGZi=yThIu}s)2Hdz2iN>f_ z)VF0I234kT4>!#-yNt8&GhRA7d!546NAY37&scXSJeI&atUq;xgE2POTa=5c+6fH~ z#OW_Ls)jz~iiD)$C``zh=`ML zIy0mTn&Mv42K~LCp4Gmg^655Kqmws`3AK01l+ep3p@c zWhsxrM}K~Vj#{Gglyak=U(PKA|0jbn8mJ3(?m0lV44Nz%{l7_{P7J9ah`t4ui1l7% z`yoROJ+TiTPpzq`nJ;@h17Jlsp3n+C9}udX{MGd-34evL1PZsHl?qzBpj&VZvb%Pm zwPk7GZrcXyv8~xiC4pxxvQBLe9UYDWrw4!q*3f9+j7D8VL8?SfV8)Cv&(Wbz ze&GZbzscEtclQ_)SYLZcQ~xg#=;gA`_RRcw^J1X*MvrsUdmBiU?jr(=pz@A4|M=`^ z)F^a26KTM+fgcgeTg%_sRK`Z2)uI)(UhM;u(}v&Qw_o(}5q3%heGHK7+KJH-7k=qu zZ_5H1f1!Wb3Ufu&)?W$&Da7SAyzwgA^pBC~xUxhVO4}Pvz4!2zJMg6&h{V{X2enh| zOdgjn6c8}_{2R>cazmaXg@^p3$VI+ezxp=lm3&^bQ;M!^FPHVUnjauS_dvooU&ieb zwt6aPa@H2^=c+)6DB~Q*k!-S%9nozHID=2(L0%?0V0L9aS!AGg=oLmf9n{e`uV(ib z|97`M35;3V@VF~S9}7h|GWwK4<(ja&YpJ^F%pE=9eI~H^m%ilXs9O*-Q<}N>!l81CW zafY41hL*RB*p0sV+IgF;^Ya*Zs+|ZeDV@1`t!^peGSm8?oJ@srVoct zqg!GFros$60yTf#ZeeSliCK5lL0ZQ@eR^yOI!&yWS?s_6RiJFi|`#eE+ zmz!TWyJJGmUT3HQc4G#bcsGvlZy|SY3woC^Jav@UXfzZ5#fpf33y#6#zwBojR=Z zF~4yLwy;o~gFiPXIbiJNY24g+>JF;yKS(HIP_)3*Bp9ML)z({7xg%78C0iG#8;Bm| zt>{s{ip>hCtwTxWC-{=ARU!@zN|BR}Xu+s}C_@W*&SRZx>6Phd582v6`~iRu5;Wk& zJ&2Rd(->zDgxpk;Q4t#)6m(%9+tXd^Y-eqTQpC{ZqjU9>B8(U781~4Ku|hiTL-Q2~_5!Q3?wVqzt~KfQsu8NKUS(utANSMeCSusb_-jc$z{&lqLK zd^%VgJpg-S9RMq{d3m+JIs*ihg6+O;iPU#wA60}N!X{<4VU{M4fz?hb#4onq_vMwq zB^nxozjH$x)`zl*ZUBtHxQLda3dCKyue{qOagmZH0}0O@3AS^C~DR ziU3H3>{^q`p=X?HTd@<5*5&aX4p@8UNZLl62(QgS8{OQ zUPi}Bb^#*tA};-ndCanzU03CP6pN9*0YV>{k)P#zvw(yx8{;kzwBmq*St9+l{*;pq zTJZp&edX!@>NlwPb(-yrn-CFzD)|JZc*1d@EUCpPaWexmELtUeD zC;??6-aNY236$C2&(BobnJHwzylhMxFUh@D-rQJg`~JZ_XrW7Dd7vp66CjjV9SG#$ zPul-*3;_B(J@WFgbKDCe@hjVr;G1hr$=mj1-KD*kRH{BzMOc2kcQLZckdMwDlbHWV zt&83~uDNI^xoK}Cr=*m`&X*TLo|vq zbY5Y59(=e@6C<-HPMXAXyWR&@4R=aZu=*YyJO40WiD=xQ*SWH&t%< z0ZzK*j!`D#@8Z9ax^pXLqCSs}RI;H>V*DxY>$oia8(!ME)#Ck1Y-87p(j?{{HXiY79s>j$OZJ$^zCH-Euit2TOABm{XSm&;@7Mf!mn9s@zToiYmjNu>o?*X z)^zC%t`1x8?*M?C<-c#i})wCGS1qcU&d+z4ct%au+`S ztflc`9(X^qJ?y>s@xq`+A=MRhvICKw)$?*eU$IyzOrn#%dT<+U5t9nM zW@DWVc?a9!{Aa6`BF`OZ^VImD_~w$vj-zcJD_9wWmYFXtIG?{etk0e zDe5Cz@jf<-YQ0$pcmD$+EAO9uL)ZK2+dcC4EZkdEe8hc}*IwnFqepN+ zheaVvUSP%sb<{U$up;mohDsqn#6@Q=qk1(RAGWv3ygxPi(BB{RFyX4~+Qi>6Ez4CF zPMvai^!Lim)o-5}e>2{|!+h3VbNL4M^TX{IW4?I}{gqBcn5pl6^0EAlZTYLDiWn1d z7pJ(Zp)=K$BlsDwj@tt3TAG?Ne@@Kv7)KN`-o;dKt*&=_ac}*_^c8JR*5-fuw@Fn6 zRF=wwF4Ymf9Mi)vj{c)E=b2gKMQ2{+ZQaEq?QIR>BJ8oAaUCU{dW$30i3>3Mc~~Vs zD~$hCL7xf>A3>pDf$ZSAELAB>OfhXmb=Gl^lS`OmAtV9J7|T( zW^U=#VkPmG^#opwGr^s!PF1hc~oAvo~pJpN`c|jhT(m^LgE!`P$`!Bd>V^ZCtlS z%j$-HJ}WT03NJ@ts-;PPUzCPe>i!}V+db0v9~JY_-gUg+KHov?o&clFd6G}?6%r7O zmiY>a@*g%z{}r9*XBnLf-6gx%sc!1;!`E{i5LAXEY`(^DyZ?d3%kj4 zPShJoboJPAG;u}#3!9#*rQU;SCp?qu^|MRw4KmCdz}ijzpX|M zd=#vKs~8U--NNbVV#jn$#>rDun0j6{>TKn=tg4M3A8PVHuTOS#Zv3WTyZN~Gt5S>B z5BZ1gJh>XP)M9O$YN5h+nQO69TBm>R>_2eiwOUI@e1hJ{26w0MvkFxry*=~WdVltqT zoal0_GyHZ7G_CrU{N*(=-1X)?Rm<+|DRGLQ#^l-U)@3i8{ue2J&jYCV z?jepxgI0x~wcQf!#a0h5SCU&9?w_&fR?5YvcXAJYy5o!=Ds)NISu za2BiWDtmNR)-zn=LUl&6>E?!6OwOgvjq;M?r^aigM9SRT_m#6QW*^?wQ(pgF>z!kF z{CgfI@e3B=($X<1Bkww&E?1)RUB}QaeArp8A8KOSb%Z-5e~W~wY--STVY(G2INas> z`;W`%ADirZpkX`9Wlmj*uxzs2c@QK&Lr%L4)nu3E{53&f0fk zw=6em`Igd_C|eE*=UFV>JR+{_m2bQ;YivuByRBWQ&~N9m4UfH=Pd6Yt{PFuY75$+t zZbo94b|t$nNROM{AHSLTEqu{r?v(_DAIbK>t}h{X1!?2&Q{iWBJ4%VCywIwV z(fWkA>pV2%%d`5Md0$FvRG|AD>vIGq?O4>$G8`uIcs!DNS^Vd2eZHiFHnjH@F+$z2 zyvHVwZ_4i5tt``z?lnwr8QUcB@hr!f@vr1GI$1~Z9+Hg5QQRGrWjCoVrR}=uQLCP+ zu>R%ggSxXS?0~}%yqVm|c9TOpZ5(_2EP_)nF0{hvV!D7(`N`@4i}JBs ze1gNmytP@$B&#u*>(+O!yw>>^md3oO;7w&g(2=9|p5~=K9cI(Vj(|nMN%gP9WkT;e zseYesnxPYR!2S@Wbv=j`O0~C-?ZD^B%v5BUlz~HwNZ&v*a#XxA=y*k423bZmlD<@w zy-SM7f+O_AUk~L;k zB!th&(yI0{UyRa6^!5LBa=qt3 zkuh-}1sKCf92_QBj`a+nmOv-got%+h`X!-q#wSi(QJE8`6?daEqv6WdS5sK(p9Z63 z56lXvh_G9pUbz>W$%fZX$nDxAzk~k?L6Jr*OmTC{N%Vg;-&$|xLnsO|&DNR* zTeN_Q>=pSHW!0?`(4_NJ=HzdJ+;R%)5p9Mf7kh(SZ8~4NN7tCtmu{{1Sh0Gfxgik^ z5IIbv5+&_T2QtP?P5O>~kc*MFnBe%;=kH*Xy<6{%<=Kte$8!?JNs4ollJO26ge%_0IJCn8oN`eqMh)FffKgY5+Jk>T9u@ zPe|H&0In|(1LI5*;`!ag(l0+&ozrbZBz9z_yd7LTO#(;k$2rYekM;GMjF6DwWK}x; zC2=AtoXGOU5=95RJS=-hIfi*PDhgT+i%?>0t69j%GXFE)(e>6X9!QVn;k`!$oNX4( zht-p*_C|WHhLuLdhw54#85!pwn-4Rdzj)D#RX~~(;F}?-9VvU@4fqydXe=Na@nJK? zyoub5gSNGq!L3ivIWyi52F4=@+1>L%2n>HF@mfJ@Foe`**rvpmg$|=iqzw+A8KXVn((9Hlmw|}j0Lot8 zR^>Bp9Lr*f&gCiDN8W_*m9ngF^RSj?Vi8LK5fXga(dI7qw#4VJ7#`D{ zh2K6OI+L!PZR9VxtvDj}3#+Uac&z*uCLrITyMy0Ws{9Py<;89y3kV>s2O<^koWrs- z)Ij>EuIr$R?rSJWaQYg7r#Vvtr9`Tzwp$? zA=9+7!VkrzHduwe7?uYvP)X|$6dNM2UIYch2;hiOaYNOxwP|I%Tz`$ZXMB7-@#tFt zJBY+cdzXSn%q#|Eu`h<}6WZ*8Ox@4&;DpQkhTZSzZ+j-*d^U2Fmk}d>O^$K&-~7Zk zsI7W0yA!jxaK^eY!KKp}UD0Msatk&)joOo50+=Z^umHT-6>O$f0s(%ISEWN8Lvp8m zo#oJ#tY(6T6IMRkd^~wR5);|n<$BUY+#d)0YvX9tp*iHDb7WBs%M!;;%_Vhb-)_ z|EgS_4C;f-S1XvUmTV=O4wJp4ztGp&2S%Q4zuK;$hk1&J*ubKnEJ zWM9QGquP{2v?0RM(zX*73SKGK_|m(cvQJ^#zP*q|!5__7A=kf4MXgQ4g_Y_%e~rc> z*T|Hvd~enyXwa5kHoPb8MUtw<)0RhOsYkalvVOyfSr{k*O^Xp(bUoLx)?fZuvfKgO zX+*x%+%^c;b@{!x4B=S}-@rK2uqpp?*HYmc*d4 z+NF7TPqEpo^WJi^Lis(J5j`6q3#uD&-;E2w$Ac|rYZ`xRH-Rq`F=cx|4LPcGyC)gnHj{m1{pV${h2Uk_}qErB)6}XGwg5_(XdT7haA&Z=CZlmdKmKq zUf12U&f#@nIDeep;G8CUrCK;f=RjxOfy?xhN(pAS?`|voEi{&uPqU}SS-MGwF$-g(Bll9*^$#uwB1RN&wq7b zw{s?LM(hgFYSDco@<|fi-5=U@MQT~En}D8kg$_5r^*=0sX61*NBQ;6>w)y^?y|#s$ zrVOO6<=KO*g#UF*>E4Oz?Fmmx+-eq-Rhjs~7Ud~bj!Ik191|3a~{_uSuu-wLR)*+d+>dz5Tv+k8Ikm&5OId^v%rTW9Tb0tv?A&8y?YJ+e{AI{mNs2eLgOYf48!Xx<;(w?VZ)&udum7Frnx0}RRLDw}Kfb9jHW!QL zs!3t}{E1MVf08`_CGZfp5i^g4+wB~Ou}s(Xzezyo7;RFz)vhJW?(}fX1Bb+!U(9SI z0fgNY$E|x(74oM|YS7giArobIfSpQG#c)D$6=KSoeq_9>*~HWQA0rEoY&I;qS|;$x zi4xMbTY(-9+eAwCNv^jm-fS+Pi20vV+hym(HBz4oY5dX?PU81JHE`oSqzZjoDn8nZ zoKcR;yWz!XavT%aoWnT0tivl?01A}H4~a+5*u-1C6ab8QBqdt=AnB-=$A$8;5W6b- z2BkY67ha~teso)sq?<*wKveLt;Exj!&^}2v#%}yLH}(d&K_dDNm(8| zBGH{A&0j`3_m0j8)k2}CsPh|dwG?&*0Fwwj-Af~9 zfzU2qct{~(*RJ(%TGjI;e__1)C}EyhpNON4&ZY&0TY2qtw7hHe?Jc)i-7Zs5p8A+j zzZ36;m_y<#Wl@yVHK>e{YeZEfBkfS94|* z&+Rkm{sXU)PB9eKP)9dTXf5l`wNyY&c2S~%-;cFWy0-4knac1H{l&~jV!YdVexo6d z^uzPQj!kCdv4=(9)B5rPS;wksw@9_F#+K`Nc4$zFo_6PHbOXVV8Ohxqm)Sd~#B&Ch z$fM9b3E*nD<%*KvCx4Ao zOgs`W8!Kg(@4ESk#ixF|H03_HsDcyJKt|pgHu1a-csAhBc!qvzcE4buT>WG*>+Qgj z;lDm18OxNu8z1pmYh3xn@G-$B6aTwW-bLT8`;O~7e|3@Z*nIwb*GJJ2cXZ8n`V1qF zi%op{YdVBKi(NzJLs!2Nf0YNom(MbaE99Z5?poHn+&H-K={ttkm*ek=}75{C8el#B~ zvU!;>zUArIgTBXj|KHUWj;8XY;-)4X(C7ZMdJuq-_>vLy+qyLwKR|^6cE2#Xc1qc~ zr~R)g@oW0$&!6Yy&a4-a1-NnM{;Ll$Ou`9+)=guGJu{q)!n;5O&P=4@2SezUv=qjWOG5W-J381z zS#TlR-hq4`7K1#G44xkAq@5lL4{28bMSA8 zK3P-cPFiwE_`tS$2}0R|pGYjGpU+of0Z&tpz70A;^NUtaoCEcZl$0c*3$PcbZ&o#c z79nQ9RueuZN_TT(2~cDGLRN-n!dy-V6(^Mi(W8ey9-AUOKz&b)gwenQc6^&g!x{P+Pk6>f*FQLMJq>&2$&JUtFsu*&8 z8#*yHZ)n!CR>m>+?|*w?#{8K)b{)x0!ghTpdpqB~>qvr}ZUZwCZWP2~7-y?EPy>0X zG>UrIPMx&Q2 zf0*7n5dnqyj(gv>SoH7z7oZWDO3L#NjqnWfpnMT-_>^MWI+u~9>02$)KoU8quXxvk z)6OHebLT=kM^F}sS43=gfD^ZKjfuBjKa94z5$IbW^2FBJwrwPf1yD`Q?&})-;pr*# z)#i-#Ywbo7blQ!`N6u}iP_y!Y6i%j6nUy&fr9I(G&HvrNlKp?D|Rwpo+yVDlbt>I)i8?QrMZw-Uz>`gpFDZOtsFGr8l zpYfa*EM6Q54~j_U{G9$@XV0Fk3UM91na_gZB*_REpYgTiURxy>^q3d^k{Q_}XV$W6 zd&MO5U%vMjtcFs6byJpxw2>{QBVgYYMwd=w-<;$_@PLT}xnmta|8DFBb?{&UBiF){ z1C2(no=n5cxKLn!L`o;(0-%+sH-j`T*c)KqXO-X@7gp@?;g~2j3VTh$Tr>Gvnl3E( zseODC4EEDk6{dX!N_8Aky|4ZK#5O4fFDtx_C|>B!mx1&I>yziPo1y0`hhg9&V#P#( z6_cS2jupvPZ&rSt;5hh5AMu?m9IHP6YFp#LEYOqXl}y8o7W8GuB^$nLoMO#W#&J~e@@pJB^rTF-U^2r($H^&$^u7dIY0tS7~aEA;zUF4 zwXh6RL)7|yeBe(0C93*1s9`~419CeAV;`yD*$u#)u3MZ!)T`G*;?heQrYtnJ8Amu$Lo^{vx5Qi3%l&MGi;onZ<>`|66kDK*|$Q-H2CWW8}mg% z@Fsxx7yYX!6sZI?#hbHpOo?$^2&65ldD6z3jB{xTC^5RGHcEfV+BhMWt~=G_8=!9M zeuM2VCpGh?D|$c&11TsS*9IhHVeTyV#D@2c4A;`&y#$KHIDy~;%#5?4ff zR!n70q^!29>YUT#SNuiB%M;N~kU7e^!8X=dBvB#le%;k`l#eY~VJmY1jEQPi*||XS zw%od&nGE~+*0~O7Qk}`>PxFj)nsRwac+MI;E5$1^QNid-m7=bGzF!w@mWf7{%I&f^ zAG_&{jPnu=QqKa$?HKAbf}@8`Bk%T=PxEILH4Hm+HA~NJbf-s#3T(l=`ncCuBaL$l z^p6c$|65HFy0>pWBQ5Ybf9uv&Y4YG}o0*%FIx}tt<=8QtA?kLer|rfCS?$+;UV;yC zuO^n@lkRW22$kL;u#4nCaVWn``K`n6kdBn2KFoW4Jt;8vyYWL`F00W4!iS0;@)H!G z-5=%{v(TCwW*q3l&vvQV)zH|uPE4#K3Ym8;Kp)RXEYOG1j+RngtZOkJ_$b`_E>$*u zS~`i5w~Z~C;li9>??PT#q)6W06?tIq%VkYLw`b`_pN3U)vZ3L=12Y(qYj7vlYQud{E zY_QO2IwT2O6t-|YEJ+RitLJ`kQ~X{u7&5X4~Q&1VyD zSM$dqair{$ZNG>A_|I&e2c;g;1s=tezl*ZN z9BkrWzbjuDhlSY0`F!^;DtraZj%undUDS8-SX!4HmD)7MG!Nat7Dv76_b@NTQy>O= z6k-~Vq}Y`$UrQ~=3)1nn>5)+G7bdZ@STszu-`BNCMLt@1y4q&o=y!wxFVb|zy=Izk zpHb_vE!`ICCBG`S3C$cYKV{B7RkE2#@5s7CLzKkm>35uJJmeL)FR055U>(m^faCxP@MyX>3V$GLIi3T{L6=9wmCn_d{_$Z{Y zkTdv!n|v3An-Lgj)YX{j^W8r|&jIR@GF%*)(}4$z92URQ;vvz&Z&6e7{=t(?uiqL# zuR}d@#QzG*&nV6P7bNTf=woIc$6z%27Eb+2nhLlTr;Lpbb1qu+r;|My*nInv(~A)) zQK;*TAcYuBhHHX4WM`+Y^``d}?;+zG>Ty%~G`!jP?FK^~w`$t^{LMd}ialEI47Mxd zX?g#*?b`S#!R$?#$iAIfEXyIOXREts2^PHb)1P}!1hn~B|J0amPXP({2XBO$N|DE; zjZzf03y;+OjP#abao0jA3H@|FB&Xhb{dbMNJ0a{v_d71k7MfE~gWI5`f$SPX-2%yU zL^b+g(fbsw-r~Wq>C~a3I#y?|W=;1jmkSxigO`;Pp?43 zzbO%nZybWfA$%|6kftI-etoA8+~yuMO!)EniKY%&9p)^r0nc2UgiIt9B(Z9x-^WK% zSI>!rDlDQqDqvxBupq(=Tv5^FwW#C|n2za5{AhZx?u$n^?gXj8Ve7YhnSGawwq;dV zl!Uo;8Yud%RW0xwB2zvLhH8UnUa97(^iW7ZDpYmt?d`ASU}}d?P>@bT@~d0hReKT^ z%*+;bO+F=Za6Fq@T>LP$ZtO^=EPE=!lxF7IqJ1*~@cb|8xX)EiQxs6VqEJ(XX(cp} zHFq+!^3mXrq_!=J$jym$0+kC-r#`fmlPs1hHMuiDN^P05s^3dTv0?Rno~??08w(kX z=j$K4*aKP!E9-?=#R$V0NOF%CFN0}QY96KaPzTYj$L2q#;lxKKk=`NDZUkt=75GL) zRI902TaTwKd8web$cqJQwcdm<4M_EzPi*6c9D_l}?|2&|=Azn0RP^(6QmjZI^Jabxr*T&eiJ`80!D?$CA*aGXu++mr6oz7=_+J zl}`*0R7VFekfB{L07@(rf&^!g3FO|+0F%Z(91H;(Lc>_a_5KL9Ac%%G4Q(xXs_Wf@ zl=r9nZ7*QFiX6kqgJcTG$+*wX@!m7f?4f%qjV~276rYqlwbE|UaT;Zw3h}FsF^;wfp zm_mAFnI)JS|xbl$h7oBHUc2`Tc_E#aTp zdD%EYBgVAy6DRV{4zJ1256|Si^mLf*`TKO2yImPb8!m|Bzxc9YxDZ31!Qfc#MIoF~ zKMC4?`r3}x1O4ed?Li*ucYH0);{C7x1W!Bqmo5gIIQ_|33d1}4Gix%mq4f3B>#JA% zcOGlS4mWAbfB*GRsxd0*}1CK{~FXxfi1y(5~TMD-;>s8j*A4VW- zVd2$uw^Z@r3@mWzQj9b~mpuyh3nU(M9BkxD2R(cUXGjlp@UX+V-J|>K-UO#HM{on4 zM#SS1gm4M=1`KD8&5VXNjH~<&7}-ZG@+lrp_(X1e*?5bK0KZiBdz1O8QtN8@fP~J= zpfqrMUjZSbX<7d3*IN;5^>%NDw_9zk<&(-~PT!7f|C+n%1;kj#F`BLnk_FNBp~sC| zvguOmx1jFlP=4zoK$hbil09C~ptJK3RRBOmcukEKctN?c>F2}6x-%|f1CSjiHb6RD zga&g)Mn*)SS;Cqdfx=P+vtT3Arasw)W2_f;uE!wmKOfU=-T&-S=Jo#0E2In0CTa}>BHB``9P7tVL!zKN_2BVe&BA>*(Y_k z$G0a#4DZNCx)-?{iM-Ml&0b6FF2-N^`_;hOj9syIEzR0eGB5}uqiIZ*Sdd}>n2eAy zT2?@AOn`#X9fuvdFeZxtvw1#Q(p^Hk&EeXO8*7*_x>_G^k8_`Iorp+TIkh46H#p;q4q(n0b`N?L6s>58{Cy~Hzn(M!}o> zJ{F2ClzGA+`alzycgOLs?LoG>FqX)%%U)`4;A4XCplFBDiOyIl;t5lp55TWh_5z#d|&-QWJ|{U80VpT+Axv@#VG{PC85C>-<2Q zZN3Z7lc)d0Oo$i}GdunD0o&>}T*`&dXc??l_=pL#B|VN`@^zXJ38Mk4!Y@=_D7{B% z^b5#zl7kJ`A%}d63``%!p_P_C|FSo@%|E_P;upCcu}PUPbLarnh!Fklr(n79ag9=g z2rNL$?|Dl3kByM-6ukx*74Aj!0XY>zR&+is(L@`U1pwuVI7zEBOFqY zy34_^gF0UtkB;BjsF}pSV#U8;yj4cK%Gueu*k;D*dkF9?xFYWmsNl$?3`$Yi(F`Dx z*+G!AtjZ1^`F)>lSP--|DC*wVAu{@*1NU#xG>(W!#?ERA_pNp6IVc5DXwpl4W zq!jB1@C5PO3zjTtQ%N_teD!Mjr_9e-Sg0}=@bYTg@}|1Mc~QyJkI4eMT~ERr`G$B3x+p5xlG7-4yGDs|8V&RwQKR% zu+x|VokF{oIjHcTTLp&k@@Fl12h>@-n%U! zVxNL_qd&TNF&NF$id|4lPTmVQYS^UgLH@B1zyd>G2DuWd+_g+P@<9+G&vVR5SQ+>3 z(TVGIXPbDZOq*tm8z5IVn0RnQE21*Iiww|o;a{89n z6i$1BEX)zt$OMc!k$@V+%KXT3lE{WAPRg)%(H!1KHcp77m(xa(X1l}Wk*vYsIq~pW z3QX<+5ExqPqQ@r;>ZJ%gWU;Rvq-w#|n0njr8l&(DhVEb!eiOvRQoJg>ueGtEjNaUK zAsaRryWf$KB>N%kM@yJiM&S5^_n;a&usv}3<-A{_0|M=JzS)a5Eg!33fgTtxx51<~ zMU~nVv8f%~sAVDRHmeAafscu%nk{xbIX{3G9*KMj()%+HO=7^?gu{R;5-&gvWCnWx z!PJq{10v)|>>@KK%aEMWsbP!98UorVmzXH1Df58!=LnRUVEM(f`K72GF7Bj!P*v61M)a)q7XsA}$@_O=}z{I~f zk1aRid{))a@Hb8GRZGne2@Q>a_Y!#pQ2T`}43{roo|y@fa#`?b&swswKxexMbYm5a zfG2awv7z$JnWeqCt2~=gkt$&+TfmKltUcs$qUnwesZ(8!U1r(bi>41hx_D?>3R;+= zi$AXVhC?EbMKsR7RhZ$OR2=+NJ>Uxj2cTv%~v+b50d9-z#{~ z+&FEwLcl#Md(#!vTe)6(7)Mono5cUxh*9LNP1oC_iG~ zZRO*JQI+6nQxpMie8-S7xK>HQoe4v(Pu0M)V2TH(t~8BFz;#@5%myo>2yS%WM(eDq zO?GN%Xp9bm7XHjjuLe${Q(7?{X$#!H4}-S9NP6s>`REsnLih;vwkRJrc(=MPn}Z$t zZmxKF(ZfTq^b~H8(@2{xE*bt6LSMJTscGzq?3}DNpGTi7aiQ#5cGx^EpgJEgGKwTh zIh_^YcBrEM|MWUgz-jDmc?Jf-L;+z_z6}#{du6!96oCpmbFX>k4Z@I!7=rQ5WbwdM zLSAH_)7N6f~TdB$&oD$9}^vV6(p1Fw>W@xLI2OrlSDRH6o)%oLd3@I$(Xqfr2}U&p>7XsN*emE3gzn+)cR!NFPp z-RTKSSs$nEVB3$4_GhARycz?`euvYcRew52EZ!lo-mK7`ic(Yv-s5NC&6tUEToJy}w0Qc`L{cOEI5 z1E?^IQS)e9GX1!IOSPSup*PmrjljbmBUj0ff}mgTONHQXC08Iwwg>OM`)< z3y%s_SkU0y+Q`&^b6?2QF*k3*8HjW9&c6F9;_JZ%yKsIShS&K5r5vha+W;F3$}XQ) zZ+WY-uN}v{Dy2JE__b%70&UwL=E$dECeD!D(o;CO`C8!WVwGqIN_q^&8IcDk-hbw; zB^ZiEkCFmCh}eVHeo^Xif=qHS1Gqo4cC{01M|u&qJ~=I0w5a*b(c>_-gg!jhf=PxG zWP<|Gi(0sY))z3L>ZE!#T)!|kq8x?<0n4)DZut8fscWNQO=S<#*lxq6TA$sPnDSd} z;NuIaFjo)C{Ay@4+@CZutXp994GYq$SKAwD%1Y)Oq3Os9@;JhxCp!ziV z{#?HDsbp7%3;deh?|X7Z?WQYims8;ws)*A`4fPhlM}6C1=xA1JOAMg!QUPEB*eJFn zDqq(GE}71Z76Pe5?8RDn=HEHE!W=rL0`ei#^3_Vv=`eI#snFSPLY^iY| za2frD$fp$YU%o7Yaru3$Nm6`a#i}BZ^x~jtLHJppR8z(tQ`s8t`><*73)zF90M6IV zis4UktwWU+4hxZ{Wn=leqbr%?mMd^-GEQo|2vN>%Z|zL0wq?Zb`vtv)l4u`L_$5u{gCeZiBoA`+%TjJ&O{6vmqQB~PYVT5Z^bcB&fyIM zr~!mw$jg=k{KFD#4C=N>-}Zf$)K5ccgPphrjNp+uc-dL|tX~?rlVIahAqOec!ql%e zz$vqbt*VDIi1ie^Ow{xi&2hoGvlj==`qQFxI8l-wl0SS|*J0Wq3QWxCF&XVok}H)O zYQD#&T!LaFZmfT7G`KeI2!O_I=n(u-QdR)NXE6fr$ZxV2d1u42!o0j#ivyZ9h}f9)VtgK6Xfc_4#xViBKEdkb?WiH)9IsFg|aE z6J8Wb1z#uYZh3|6UoI?l=s8gE=Wnt!s|H@yk?4YtlW^o3(M=~SVtH@yo5nqQ>|#uO zKM!^{!M^>(;QJ9o05wRk2&$zl0kXpsq*JPx=S7JrG-UWR&Pa+$6{Ve^u$3IG;UR<) z#Mt^Kzy~_W>GqJNFlxR}LOc3fqvDKUGD3_RqRx=R2F_*5b&#qf!F>1ajkx1C8|;id z)Iq?7m8Do3^Ge#Pz*gan?&w!8npR-dYlt-7TgAv_JKQhf1{5}mJSq~mj<{8-6j0#R zg;0UUSHx)N*l1zL5OP=~yp~9(B9OG1wgYbL;x9CDnZx+xZBY=1HH0;ie9 ze1W`~z05Ztz!+$9t(P86g&i9}Rx_LV0#|+oQQ{unZztmO+{KHHD1X=qR;acEKoMW< zk@O*BT%l`g6%3rdz?)?W5SGn2gJwH9Io-qk*okO;g-h4Is6$GdkYhK#Rf2-CZ;}O^ zrmEW^1DwU&38R~<*dE_L!ZiE^vYsoNrpeDSgj$5MBA|MUkTb7SDa5|GiaA}2P%#Sw z_PT=Oj+>0?jx5^gSgTGWB38UyByOfR`Vd*$V%S{&1_9S4dk64=kd7o2N(op9{`Omu zmtGGN#@u++62g3(HV#{1eil=NbaIujaOwSn5APPCzwr^eP+_p}l$)#YTwi(VVN@;G zHuMj+$$Ec5aObSV8C}o2!R<(sSt5ghx>g<;*IV2#`LrnQI#{^MqE;$_YndUkp|P(P z);wlIJtth<-32g*5mswm7S^{mTeTl_KogPN*%r*5`@W?Eb+ah6ufX~$ zK`}xJFTPy|R;4c=O?BvoCnLi-_2K;`_#JE*HDrO|sqf7xQ%FY-GpGak2LBXD2B?;I vo(8Ho{h$91`~Lrg2V?5HdyzB_%4e zOi|`}$X*wp&v$=+`;Yy{K6c0P9`F0=aXs)J{SBS>(!)xg{=qMD*+9RsU zS`-R(4~0VYh;}u8QgXt75&x2MR?%}ldBNJ*&D_a~a?IS>!R~^y-5CoWS1YHBXD*!I zy-Qqd*8ve8TW4p7i&CPZ_W$#VT^F2eM7JOMs*kIzaZuI2NTF240rJuieq4VXqt*s#Lzn)J!UdDrkdNqT>-=D9{&CDpWva;l}R@E_V`_FH2{rfWj zzsBmeA1kPOpEe{|jn~xFl$XLwF;7v8E;r53&+qJ}_;Yb_m5q-(huEKM%-E^<2v4KP z&(9xX#mLB5mV2R1%`W!dJ&~6=IUA{%ycQRxW+sQ`XT}uQu3gJZ>A17^+|~wtef=XZ zx6M9({#@%rHZxs7+3nkG=3yImZtZXU`t{b&+DjAtYj8#SmiWG@jz53yT{vK4W5Y{H z%*?!y*rfdm-);Ut&U0&cL||ax=bD#kFs`u zq1S@JeDs|=p-s6L9$Hq0Q+&Mt&CtBCsf`hQ5EmCRR5Zs}9kcW8eQCGhnK7HK0s_Cj zJ<+|r&z@t?-o1_!{W|0Q-_$!p3nC+#bI!NW`6~FV7dURVFgqbJcMBIyR0`q~5TN0d zaxR%3`L(SfR#=zu*quG4!yRw4UH=*|aLMSURPswnaqKkADUTM`O?dn`DDPq~-}ddR z&zw1o&6?sJ1(x{-@=@2Q_jw^w{LZR27R&ZuTT44;3i5jn;z~64h=2q zt$h%AV+J1esb|uw8@u?UDe7&0E19l!ht#`4yHC8j@zi&-fy^f5G z6x+S~G`1DSk2fBB+y z*58LuZH{%UtLt=Pcz8IIkHdIh-KrS;;zA+vW!%%AzU9p5k<6)v@+Ps+_@6KbaX9cCKtSotOu6Cg4VxmUy_09W}RKhk2nik36lb_Rdgzegj z3QHE6i@oLZoqu0dixwi=HB~!}h5Roy4daH_&qV6#>Za#sc2g2APYte$Awg@fy|&9< zDTpyZfv4niqSDy2MLgndam&@Xdm6IM^z;%AM{vD%>Q?jhB}- z0s;cnh4(WuGNv!<-+K7Fzn@P`jLE>jK+^l4%&Dh(yyqLjBFXKK;!IdaJHns7I zS}AH`Vqz4E?YVOg@!u?_&lT-lUH83t^Je&0ggl>w1Phff1?lSbl^KcE>$n)O`QsMe zzkjc=_-~=^iLU4tX;+4kkrA;ydz7zSkqPIN4vd$*Y*FH~;(bkx$h28^$IMu-+Jz@{ zAt50S4h|)q6=BSqH-|ZOSMlPGf*3ik-nz9u$L@#L(*>*m-#3!!U$Ji9Ec~w(n|ScA zqLNZY+kU(68rJNWFJG>?vzMMCX7g!FbKXT7IXOA^+3_7h+NnNkH}4bt)?4O2(I4%8 z+9x(Pwt4E{)Sn;g6$V2B1{yP~MSk`61|bx;NIH;bQ9XLJ9J~GV8;^@`ycRf$=SS%& zB_BQ<>5N}&%rt#yTI{7Yu`tv7fOhTLfZ}5Lo40O7Mn(CP)k1co__TS=tzE}07xnXe zPfZ-s_*J~$dj~Gwz($-JYU7ua)&sX#pduk%jwW)CIv85mfQ%c@=jGYdT znm*O@@oo^(qD5`Itm?62Dq31BgRO=1$Y@<%U1r!R!Pl;d0a) zx&lX$@~d7MTU$SJe=fOs^X8Wq+T?1V<7p0!^?V#bx*D-;@M#vVWfjsEY-SWZxW}K9 za%Z2t(3C535VN=U+@yV+m7M3SKVtDAqVIDMegpkRk&+Yg3o9vl zc~09*3NLMQ^Bx}`FBdQ{dE>s~@ZrPXfBZ1-dLOA*>?NCFS{&bNOQoZ(rdEdQ*F8SL zJ@S5~w6yg6Sgm~O$;XT+0UP8-6i`UFZAP_Di^f{FkN^H^+g2oNQgmevWq4%7H!$$Z z1vf;%YnOqIsJ#st#=?w=&u!0~;l(x~HL0VvwY3$S<8b1X68oApYdVKMe*D(-f`0}b#j;%#31~*uR zPX!B{zq{LpvALy%zPYDhsOT*cN4b2aNufcAtl*46?)hh5W(|wvsbwzJ!o`{#NiGKt9N6*+$SL{I%g_R9W#s^!G_7qTQ-Bv)Sy>8S9~~2SXjh2S zwX)KGVSRmC?)QgV0%11nu|e6{*)>DOuS7F%_PTT%#!OGU$GKcdv#1EIayz=3pZ}pu zV@TiyZ&}|a6x|gRohPS0=AN%h_D&iN{qpsz5+3X`vI#}u)Txcg16k&8SFc>Tl4s}6 zwF`4ol?YU`GiTDYH_v>yuvldD_z&3{njhW*;ia@G}a|N6CpARn1G%YTwkx-cl&b@hDU7h~;@#79oPFJI&S$k?9 zMAX-7|7k7Ud`sZOuE9aF{W#h+T=|5)Hayk$!y-~q-bHXn>^;}8;bKITE_TNEpFgQ6 zj9Vlri5h~9u5(jEG!(M-G7N9FvKYS-?Q^tFnn*9IT1UYXZ1nbC{O1|sk|ezF`}c2; z^P;t$9ik?0Zk#jL{KJj!VqFL9D)a(h#qXGM1!%0I`C-{+X;%?SJJy(%fk7l|9yp;q zB53p8vr&>pLTY>R;@=2RM~!qB{_()Zj8 z+#(_(*jOu(Kc{DAcz5kOZq)O)DOa!X(%vmwwhWK|KG`=gU^z9|62QUHl5mikl2@x$ z>^_q8WuogbkU8?n3W|uy8@8gNqR#azxaF>pbe?7RLjrA;{DOZ~v~acY6vE8>!i9DC zj;E%@TuAhrf(HKlu>&aJ25c&g+HsOXId$rkR_S68w-<%dT;R4&{@?UNcd8;3p80=s zLu|XPuT5*(&4};YcL>YJv}KEkm+K{G=RGpAvdo;EYmXf}R`WpKbZ`j@Xep>FYtzll z&eE-*jrQ2Qo_1xYy|7Mt)KFvckz3lWv7*(R##5dmf3Nxb_wTm;FO7|xVi0&1`at~t zx|t>)UvLQv3j=fh2>6M z+!~;;Z844MI_mDdpE%H=+OopmLK20BV$t0tm7&# z@ufDmw4?@ZyLOEM(MoM%VuFw=X(@2ik?6P^6SML71G(#w{D+gQKi(mw)yQZ|XJ_Y) zn>UlL%2w%Q7#&!-Y89`fBpVtQvHkliD zDv~GH;j`pVcbM+~zfCLYh5ye^IFHK6$Ou4qbm7bA8;dt)=jM71bph+b94;((%c)yG z3k@n@Y-{3-_IQTCk};x$%k%jKb9PmYg?z-k$*b-`U+aPCMF?nYOzqbHsT<-!~vCg6-)-b?w?C8?uFk8a4n ze%vH2Elu^vk%MY#bk5Gs2@fAW%+KHL)V_&how?#_N_+Ps$5h+Y{Ld$pwK+z(F0zvT znUVk)D7J6kuAWw0H&RL~NQ04bmruUEbTPn*A|_a=aa_4vxJM|gPYK z+-)frAwWspiuk#jwvJgra6|eV zPCS}2PnWcLqEWu{8q_Khvw$86=x(QS5Or+(>~7b%U=ss}Dxx9p%E|Sy`sU4>!?P3Tw#Z#!!_J_kr&o&IWh}`~hXrMS6rQ++a@2Wm z-D5A0=;MO8)Sc)w;T~+s*KR}cicKq5uP&>r)9lFylqZ)23_~07yo&2W%*~ruft!An z`q6yPyC~o_-4UetO(6f~C-mpa$|*ro{-gERwmiMA>hET0slD%}CyiAEmn`WUtKLYs zM9iQ-JD`{b?c`xA+!DjuwFCRE!n# zOl@Vjww`W3sJPneoGEXu!*ONphUhf6%G6ZB=mvp1*NuN1X&XKH_&6t}1gorVvL8D! z+NghH)e0WDottgqlP%2nks0A75YJs)6nJuA4_V zl@3tc>-UxT1a|8*tY(hPHy6{@a&Qm>)~U;PIaiNd**!7Tl)H}d`KkWy=*DAs>}?TJ zL8En(+wb*V4;JKR=uu-?YsoF+?%-=>Z*OmY?pzpXAXO35m$uBEzkY3tv9h+dXno^B z_yAz-(JS{jaIK(#|yD{P5uep%bcOMH9hRaZ0-;0P_Y6irQFV>4fsCE(!KN{iCdGWjDHC=LcSx zlao{X@89}ng0;11#TY8;rAhWpqls79)r)K1&lI1C3Jr8J5f|X=lwIQZ+V181J5jPSlY&0%{FuPo z9__@(XXPj;jjPq|Pd=V#RQ|(&JNo)djmo2U6YmA9u6biY2*2^`sY-$;YO4;0Uz6q? zxD#tBD8Q%1vPApU?N4A#l-bKqbMaI8uc33?rvpJ2YB2^qC+s1sxXYUEq#uncyR#y4 z_WQ2Ryt$s4l_PVBS!CsPq3`CST2Z2UTsfIznSxYNHde|z%t?Li{HGs{A;H=KOLSx^ ztr#9N^35{isC^AL7QCT!iHS^BWatL07F=d1S@HDoF&~gB#-Al(gq+@`Gm%nuSa);q>4VmIR{A@}uogXi>}yRzK#c$8k3O>DrJ0Iku{3+X(XBd6(aZ zhenXbt_^hAU00}-4lrx3dAEFZKeDJGM*G^bWSn0)DM^yQ{P6IcB4ob2;6(}N6OFnG=%l7I6zg7=;%#Y5F6C6^aqs2TD_ML;bNV#B z&MBLszv6iH{|%Xgo{D+4lM~<9#ohk#iK=^#j=Y_5GZ(%*Qf)YtJVCSvNh|H|25Kca zZ>2w&TaBMw%}rKZ$_oY$W ze0*Qt?u^(;vY&_)DDjl&(X8L|G}$j_@3@-1VD0<&J{p1|H``X> zvt@1v5r$gl@C_GF8|gGK(SH7@K7FzGT6FisF-VYL-M= z;e{<#$XvB}J1a^4!1E-ZM;UPPFDab9MwKI^e7Su z*tV|_P}C)r*S2g;whHrJibBJxKdfVP4mPUcA{WUgmD!?|Oo9i|q zTlOoEjDl_1v41~(jU4B?%Jh7O?p5vteCx)e7rTnD*G|_ylJVSX-);FT(@daM=q^n4 z)$zYP`;89FpY7*_6##@`z(nT%=4T{5XZHYtKl{x6M?H2|>Bo<2LCaqS+6QWO9Be*t zG)`g_>X@>I22-sVR>xE2zG9v#E5H5I=^{R03AQSFGc&UiY~HgeH74PEB_zs%nfbH4 z7A_eTdlAkl_FMsB*a7756lLCv3qc79Jf!*%*x}GYwQ;AxRyS^m-Ma}-abZ14|S$DIV`fs{-tDypa!6|DQKSGgo*pZs55+pX)*xT7N;&!ey_5(}%LV~Rd+&wfTfPAql(++V~k4`*bMDO(ZvqtpGxR{v0?&{cw z7ut$a^+Vo(vqEFLqnF9pH`P zr1U~0sXO<4i%<-~`}NWJ0Zx%aLQ#H2u66$3pR-jJZ)9T&1}U=1LmFRF0eHr|Wy>{i zzpRq%!{4(lvrm6u0a`C>YT67HCLl0ywb$I={V&hAaDb#$X|>@K(y#i{b)kyTyp#kG z+Y*goF_je+tm>W<1C6nH^CQ11v$C@zpD+^4b;wxh0C&i#muDNEh6tR9CuBcBvCx+s zumcYL^*abb_x(FtLqmh=i4(Oi=G#mCvM*1ahu9Ssi*6$kwC{H?{GbxU(6?+l^B^Sk zbO-CjRl%Q3`UeK8jYRKoj)OF<(85*(o?A`>6d#1PjEqc{+mOkKU`3JzO6~sr``I>c zuGaCIpB`aJ-17eZ3!>Xlc&6+lm6PSv{<2;a6%_?Pa3ay3ikiBkuTM`|R>%vDN@Si) zrtojX*fw^hJd*R(^|H)XfHf35*C4V*_R`DO1t)pxPL~@Pq)hTlG4DvL|Ci}K+7(hZ z#gLMc!kT_eN$KsC0p?>3=BH0@b@N2v2tA2_Y-hY&4)UTN9lM(Za)9uFDeAFMHlD~- z{~M{~hLqrEG;!zlZL`s?59zL7y@v#Z|&g%2cuYDmq zVLc4aTUl*e`Wkm+A&$LgwfmOhz!&Jf#*SCXW6enM;=(!_#w{gJ^RjVHWG-!k{mju<-c%Z`Kx?_0qI~F36~1Jb@M-Tba$PlP z7us%0!m}L;Px>!)K47m3i$E8&dM$@P*zZmRmq$$4_3Hr|f>8tN-y)u04-Y>Ch9eQ= ztL)`Tg%c+-+phTZA@HTj3-Z?MC2JH&R+HNOKE6% z?MN*yj^01Px4w&qBuZ7Z52`1m`O&B`L`X4oSA49kT?d}v_TF=+9NkpZjvi%bZf?GT zO$Dwm>CD$h6)oHNgjT1x3SM?}aCTN6Xn5w>QMT&n-F<7l=SOIKnkx;jZQjoq7Z-PX z&zYOt3u% zXe8Nn@vet}ym3=CKYwz7Qz$d_UI>8n^g-n0mZ{s=GNs?Xv7-Hwbn2o7Q>xo16_V;K z^tH6Px|$wb6cy#ol^GTaNq7GK{uGLkZpJlGrmA)?Tn4bAzR`j7FN@o4Gu-0V)&cb@ zI3&aux{Yf$K&EKaU`OP3sl3RUD-?;mtq)=|i{x$&p79-u9oXQ~Pb_@)JAqh6W@mP;8nRMn?u3S-@;8s8)xeC;~>DYM8@Q%%%1F^dL zEfP(Zg1Txzz2fF&D@6=*j?Q=86-}Eh8kv7{d5RG_uY#SOi0fc;$oZCh&lfpJ8(3MR zAN$*}QkHn_PONVPX${FvVNA52VdH9P*Ba8AtY z*FPN1_nztAR9;z0O+mXCdH?=(l)cc#xw*Np;-Qv;{ovq&NDGaBqrl%vt^WDbz`~GE z%iBt733ZHURBAAGeJW~w=~UO8`$@yZ-P+oE`uF1p$yc+4R?^U@UoU5%rDgJ7v=ZAC zUEsAK1z~2FPV9>pyZsJmvhyRH$~p&EvOWWIK}|s}Jy|2m3sg6xfp&*gV5m0=z<`Z| zgNg!NVP?kTDKF2gc_ium+(z!$LkQzG29m`PN8<_8e7#7UKC8U0xF~P&YL!ELgIh&ru72Z z#*jGiR~0R+Nfyh!no!CzD4>7)YeeS2NrFqcl=7-z1+WB(o@!bwhn71bGcy88a~aYJ z>;g)M-Yq^5C~0fs#?`>g1f191AflwCL~q;}tDNZ7_c>AMnXcyK1e8D(Kb+^(tpPaUJlM<*lHz?; z6-zAZ!s2v(ruLp?Y^{9==?(n~%?SJS$7fXO(T%6{7qn1weCnxBW~OMq>t8yo4BQ>8cuEzNJlHcTx(S3hefo6QjP&~xAlHdP50aNG7rszA zfR2@kn>zvmEs;4T-G_N5huSh7TD0AlVl_!&d)Z&&po)CGfo#N!dvc zABvxEmYjz&tTj-3Uz&!R+V4WED99PeKpT&=?1dBO=A~jnl(+Xj@Ft0{;vsd>Mi!Q< zMC(P7{oL5NxP4*v)GpJaYgm=HP)lM(O#`zX2QQa_Mocr?c29I zwUlLfj9EMP*RR2QSWS6pTSw)$dM(Leb$0xQI1#Gt{d?8Ke*)XLm$kHT zIyyS)y>{UBf^HL1vW@}}Rta5xLwc-skkSuWc~U?Br@>rjr)Tn?hjdEftss&`%>=|J zzxa4AiW#Doyk3eKd<31m?{@9l)j0~1Tp47XnU&Qlh@#q0^_UAUPrU;HzpdZJ(UIA- z)Y-*_wQ(DVSA3&v56D7A{G$P_tgo*x0obqadp3VKmnqNd?u(9At=OlVxFhYl_-DjFI$wj9>F6A-Y9yiFK`hgwP@z=YVn7=S-$X%KCK}Al)2C@B; zyoRFc-~7P)A3J1r{FGB8QE`=w=j;ZeaTG89Bi&Tu@%vH~9>#Wab8|L{)4{J9HSa$+ zDsWv3vR6z(LJ_ZkY-wU(Kn%Tu(p{ILzG=^yFDoJ65ix>e|9RZ&rS~pdAj13R*f({8 z__J-y;Jh^XCnPy}E4dajimuT26?wjM5LO^DD#JCit-*78c*WuHEeG*>Dh9e_z0z+& zb<@?=ManMu@q-=GiTm8-&dI@+Fi@o(UsBZ7B8qL);qH$-RX=f} zGG?bCp&#LPA-_D)|Ls=#L#S@AJ;okQ_kwt(DBx!+D3>Sy9Msce1JaRCnH7~fBLPp( zm1@?C%gi5$QXU)}wbVv4bgMi9ghls26S#JBAeuWM1*fVbN_Fdw#L^IAn)T*r9CeQzOgs z!6Q@hO1%Jt|D)*eO+6h%dr|?;Im`MZ2Uz8U7A@dnyV8|n&|N=N44@+oC3IVAV`Jly ze6*tgmh9-0I~(u3sXU=`#nThT$`>XTGor6{<3fi3sKh)*PXlcU>g49-9iZ?)wZzhe z{(Bp=E~TN+V{A45p=(TwB22XHfB#-bNEmi{+Tor7k#gMqOYtmqP%vG9M!}$HgtQ+#WjYD9@HK1{SQeq*FP>h`R^ioP2U08}aR$cv8n?X3Sx*FSbcP|C zU*aExi3MP2YxeOy^{q`!hHw5DZjq0KLTcCini=os2EaRU+&B-la-uy`*3!DEH4&EK zkBb^~x{Qx@tJ}4{VW%YbL&lNBx(2~P08H6|J0S2`L4mUU*qyDKlZ~d{75Eu5J9`Kc zfTXnaFL)iHQu;r5!2R;oD{-_+MsM7ikKNrD05uSe7eAN9g9rOBv{ESP+G$DkMPGAE zmsEyivE>z6+;08pUI-fRP6X9!_Ypploe`JHDk`O@<_Nav*M}wLA=Q^$T}AIO+I2+c z^5oG@&2s?@3y55Ll!hSpo0)j_1k@p?shy%Q5d~=o`ro~47&$+P%^eEP0lpLsnXUgi z-UhvP{>?%N6ZEqo)f>A<=6-^>AqFF?RUAJ(vADp5hTNg{F?d%5ipWC}?$?bQCu%4I#~xaR!Qo$ohS{@c12~z=P*!2Or$k(X*ALv$S}Er~AE4pV&!3q%I5<#d z6UrA#s%%^G_x@X$G8NIwqQG$}a4OSe?arM$$!!q!1irVZbY16fIjI@p`;f=3bL=fc z${OkUxS23eGUnf7bE!8>jLaEWSn&BYU!KY|E{L(o0}f4T`d)Z>KLqe_ganB5uYu(>M)zz zx>0?hmo)>kc$ET|Pz1JuI5Gt+h@7*tv#?4=yuKzB{-CdLo3OC@Sz{-s=jF9Yl|k3H z9AJUJMce&BS0YF$Fc_9-CRnO-?VDCpSYD*}9v+vOyLy}j^{NvcV5j~cNJ~C+tU|#j z@=2-1+k%7q1I4V`S|%$s(N*G4_3vBt~+t!#GmH8_285>)@OZuNe;uY_(2_QS35&z|*-+^Q%qU+FV`B=Fw7Eoo*K zY;0%%sf`LRy?Q?>Eqd_aLD0ksu%>kjiRLFgXd51b3C0Y29!+_S@(s|DFO>5#y+4KZ zF}s3|{FvJuo4fgQ?y~T(3f%L*9lL3M9QeZh{ajo$n!NP@;7sz?{pXStzCfiLk*NFi z?es_OU6+o2gTbY|+Fy~E^t@iq4Y8w7)ML<+ss|)IeJb+CdyxxqzU-wFF^#;0vUF{i zaXt^MN3hPs*3V`tWxRUzsw^`OJB8pgO-)VW1oc_uo>$%=>-Bukh1M;U9&m_xRF4(^iUmyOt9Z%NlG2%<)cO zR>clo1HuUc@moMa0_K6K4jUE0NB$Y^x}oC5aA>5kG?!LY(E*LUgD#$BTgNvJn5 zFFRWtGyxi4YIsmkpO3u!`{xe>kK1S-@Ma0}2(cS9W*A#dx{P#IAmwdA6bB)P9^_$a z2l+#cfPsvhLX5Kz4{Q-(P#VO+dDcJGUyp_i%kXJT@~L4iBi!fQ+mGJ%0ccIa%|ZJo z4GLsWVR8O^WNkE6WtEpuY2k_!#5?o{OIG&r<1vfEq{*G#$@Mx}UsW>C(jo*9(Fu@5{>oV(YqU*8t!8CF&h6LTdp748w@ zqy=9?Jm3gWUKyD!&kS?lL15cf1?;xrV(+H_%o;p>`V@-)bpU*<47nUIvq#QmltA42 zFTlu1_aQb(2OjI%`0IfANnl$gz2+sc$soiUo3%mvU`7{$r)ekU6WtbJXn@FwEf`8~ z1zrfT-{pm`O5<8;oi*bjBFaN(i4!=Zw>eU9tSYYx0+r}K^%#*-xT9gm3jz1O30vT> znOVYgYdh9K^=P`axw$W@U?Oq43}hA)-gx9;Chi~fA3Ii#2i6|rwF-fCUr-mH|G~02bUC6c2!*zwOx%~a9b7j;{9=@#Hw;gG zzkj2KC}sR3&<5@je|Uz8VUXma-(ONBFZNuUKDCA!q2qq(QYSpG!&6h0cxfS|n?T3A z|9rCo{Mx5;csJ0I1{322^pN1A^lVO__9tW_x+b!i35kimfC|-~GH5v+2O4%hHOgbr zN!KpLC9|D>YY~+Q-b4bGT!&hB>KZ3sqUy*kTH{xgM@XFao?{?zZpMNyWd2lS^8EeW zfo*&D>TK~^B5=$!x;#(1!7ky05fp-eprdSXb1TZjTHqeI^w5$yx&_on@eLU+3+-C} zQDD{L0Ip%5PCFVnirx$s=hZO8?HJ5pT4A;%K4$)h_lZ^{^35HlXHQdgo@|7LKm*!A z=O7(3Wr^pRrCKJv;S%6omVqJqE~}z^tV>todqvxQCXT4++EPoOh;}3ZMZr*sV%f6T zc7aHlLOYkBOO+VZd_oqNylm)kNKLOMv{4Ej5l}VRQ(zuYHazL`+r9>Bk6Ic4Gx(Je zT{Nnp1?uD1Z{NPHIzL#=L2fHaLX}g|30lRq92eO85Qzl;XQd zV%^m{G$i_}Ff2?xzG-%5raRBr%M|vRRg?1YuaX_oR^+J(ZU$e1(%Pf{57H2UC;g3? z>p(lhocQ+BCq^P?p{<~^8&b!XRC#>-zL}jJ12r`@NjLy}64ij1dukW(nu`_x_Eeym zf?<(O%*>~J6mXSTvQcH>OA3S^9e!!6hDZ#vw6~iPyau4^S5zbi)6?f7&&yk6+%*#a z!KOxH`kBG2t7xr}nh5_OV(^j{>I;jNN@nDI5mGYi*+uoxqT|>HV}I2zUCM8^fBfiC zC(=j&m|e8`n$Q&ICz~$7?;oY_g(oE_4OCNjT2D&hEZ^c)JNC`bOj?w8|FyS1Zt7s z#z!}NA0*Jqeb|h^9~j2O#KjM)s?uV};Tkq3Mh(<^T+vG7$B}vss8&=>w}QgL!fI}@ zlP3MkJ|Im1ULFP!SRo^Hbaw|VE)02-p3P`s2GU11xSaY7 zW704ApgZ|=?|>g@^-fHOkm`VkF87SxCM(N{EbE({?N}rbPM6d-pj-~Kn01@-!Y);7 z>+MjRh+ctye17=tI!uqy5djzxKuFyvkm2IMC@U^ryvV>NMu9*fd1YFRC{*@M`w$7L zNpJdAszVNjE3&Kqmei6zKu8JMzHPDiM`Lf$wsyCv(9}~VhRdvwN&oBDuiHURfgLDE z;@{e^0A7(iAZ)9Sf4+-H=QN=a&C9sfTLJq!qV{TGp)7*Q+}{5F(6<`c%gv!iYgJQI zQHeSCX#mc!L2>z%`|;(=JxA|JGGh{j%$9KMv!mtNuj~q<3tOkJDL1pmM;^HxEUj?P zt$=!r3AlTBB!Yn?D}~%YCUOoDM&LP!JeCd@tR)#RLHZ$IqYa6)Z6A0;vf?0hHh?49 zSWE*849USrzNK*Fw+{|7@=Q$#2vcZQty)2uo%}28b~{F;t}#T_L_oUhmE*5N{y{;O z<-yF~U!J+;K0}0PtLlx!3x|e*nu0!%fmCShp7X75LY9p98%6Xe79nLbWeXle0E>_CkuRB4u=D_pSa~ahSOG7=0s9LO zMx9pR77L7$Xz_l3_ii;t8dPAdN9-G!$%5;q_@D<=e?x7(r2RL0z+eDjbOI6qS5Z@VP>azPmqp0`6Py}u`O;S&vL0%(-NDu( zPkM^P&;YCP+I95wxAOkN$P4Q(6=r9k-adrVt~NQ{^tIs=r#XM^KmvLeH2&q-K{p~J zc^xZcwr*XCfQO&IDmNTW_^+-Hw=hw1+}A3s3g1r%af}dBL-FaWPg{@fM6@vnbm41= zAJDkBUfp-&GF5p)!>P_94-ZpaLWSPE{Lrg@ijz!_Qc%UdaVdGE_5S|72D=O63Bi6d zKwHDVzY4ftzKroD#cq2%fpl$R87RG-&&}JQN|mF7jf{^E$NCVmoD8^tZqRSf>FMdA z@QlTq)J1m!Z&x+Den~#UA}=i^WdYR^YG~lq%ft35j~-bdr2_aw4xCm*$4``CxWu^; z_lMCdkya1-8~?6djF22qR!2eK#wYfvtK7xFHERv#9|x9MGZ zISi&{@7^8ixr8Yql4pn7ii6_f^b<{VtyoE&jO0K^M652aG+>(s2f7Zx4RF~PZg9{A zn#Eq8m^*!{dUXa6&4C!d2jC|T-E+J4?*0=?94fK6yI7qhpczV0Cj|G`7kk5}h33%d z678P?&gf?OJ`kE@ifs!gr#WU_fi=w0qJPh^-z?=e2qGqxMV8MTbR5Y!Fm;2$7kdBd zBlbDLpjcf?)V9uU&}OmcEQ-hZ&mo|<~itb(pXEXVHduib6)WTs9a6LDd% zmCSB}SfFRvypI8R=^*X|-4FkmrzN;{vL0Zoh?$%aI*?QPzCGCl70wR;aMQPpjX&{N z*^q0&(Umne>JI*ew7;60o13IpFlvfmNKk+r$NMy20=>3fu0h~CV)hH4-&k#X6*u_{ z62&33o8>QlL~u%kN9N9I&dUmYbl-#R zP=A9M>-4}Ow?PDacGL+~;;x7H# zcor6HmW^#TCO62;EzmW{d@_51SXcwej6i3?EMZ#)V*m2j{#ChE#M&$7s*h@=364GQ zL_6jE*obpdx9M@!T=1XsfbygpfgdRAT;nd#p$F&n_G0^6seHJ67=Rg^ek?>r`8|6A zeO=ExSP2SPVZMP4Y%}Q;Ao-7Sw(g|kM(^tpb3|2@;&VZcKZlP{AMnG4 zIDn9bg@$j(jy1^kelWYpdCdpowN>c^p@8@_FP_-;5wtGp07$`FoF7{U7}ec+YENAJ zix)5IrRtue$j3E-+p@scCmH}QyJ5(k`9)UNje#kI=uU*KjMuzg&n%I=FqenVvQ&eh zJd8bs;ZU{N(z)3<;I+g&M7gX6{j(~K+Vu-e6wZVNI2m!(NK4&IG-3ow?n_> z-FXX(tEeTN7)ADIUBn!=4(4Y>L_fgWyNW`_L-HBxF6PdS|K``7fo!qjhU|JbM>OY~ z4nbTYv((rg{#YKxCY#e;;Xfny8X3P7$(*_lBLiU!f#L#zV=XvEEy&~z;;n1e^Y_5O zL+FLDk#m6$-H|<55w;2R)FH?d-Dh>{8g=xSblT+Y5Yofy_lgGb9)rGn0F-wL#|Fr6pi(i~yL0s3{aM3&$6tXp-N>7;J}W}O-L`!|O-)VF z+4-e*39LI0wK7v^ z&%g5k1%umro*8$q_2PN&gcLhOIFL_0pY981UqKpxI!{=iawq+_txAfDWLypsVOq(W z-l{t{rH%QZH+(p@+_$*49DkQ^s5|kA&UhmuTUB*98tW=!SHLAnkI}9B?7sV;D|?8o z332i;+=T%8=GNAMpj)b%_Z3&B{P_7Z$$RnNs+`4Y(c)lgO-%U$jBitHiS2MjrXmFa zfRDH=5DG+7!gmAqRDe$1+AjwK1{(a;m>Lf8$}o6EhiaqM}G0SMs#&eoN27$$1?SLH(W+u&pwj zbG>)lqhpMZhPqP}rsgp}xZ7}PRJF9MH}aOBqZ&Ib^WnITLe9D{A@;Jqi3jUN$^ zAj5*Q2!Pd%0CJqukO?8D0L&5XhTy-G!nc4y}j`5{_KNp$+-ILQB%ECfo;FKkj2K#6zP*!?gM^$>zAi`5hDw5yoUZ$}9tPBNq# z1k7qTH@BmA_N+k*sx{Gu@obFd4G$0Bcp^XJu`v5eJGB6VL+9IycK*}fPy?&oPOiWr zK=Zf>eM3X_l^6BVq&d!xpTW5PhSJi~@A)pmhVw0FYg@=?xVLULUhNd6gzYy^k2jc#s^vpejPvf!^prU-u{OLlMFCuK(94-_pd8( z8+r#qm#h~Vxf5!p&J!pn)fHhtjylK!ix03W4rY{%o&7^$rd5D~pj3d)J0x%mOh}>r zVLo|fQc@BDo-WpX>K9tyltLOK1sCizE0RS3+HE4iqKIvpelU0rpgR>Kv+)BM55Mk6|1npG=grYzn?o5S7`BXxI-!6f#nPa ztRZA_;(P|uqY;M%04hN)gieJf9}4DHSmwha%n_kA+V$$q*4oJ<%E}cdmM0zD8+P3J zT%mD%+#aNSJIH5P(n1xR@E_~Ihx$E!EP!hmC>IK|?=pH#5fFGR!CiIi=+V)8&eedB=EF)f6l$Qm8cD*BB?8D*($DIgj_+!btzcW4e$HB9a7?Zd1j z7{Kck)*pzvIO)PSp$To}$^-hvy{Pxov$LVz8Q8I!&QFx%(4=69*R;7s&=oK7Fe1>= z?cw*RA7R z;3C1rkazMKj3M7lJ0d1!)BjLhJ4(zls7Q4}d{esQ=#(^(yR@dF2~I_?5P(56wOLjC z%3Xr9B*(T!W7Z+KPk2jJ1{F>fC`H*Mb{}l_LxX=Yxh94Ybbn0#;%$&4M2NjJ@1hN1 zLQ!lA>&MoNodjTyGljr=$~qSY5PuB67{>e=@cfsAa-oJcmKX- zwuK5dP9peql08>5u=x-&lmN`3-57n~S{fqYVKO_t+w$l+OMJc1CY<>&Vs6aCq;U8! z4V1t#v_Qi!WW+UvRFNyAqmig4)|*bJ=i3G785s|ugET{-0y$cWF;obT)A(CQXc{5U z;qld4m>;dKs8GpRXhA1Ipa@7eB@BF1`BJdbPWJR&Uhx}gSE{vy=D}7-d^M2Qh*t{v zv?ABl>o0s+#B+(xkQlwt+$Ui3OanD`j+))XL_6P!*Or5S896<3D zyV!FS#9ayeCotk?y?F7K91(HnPP)c}Pw}#0a7UEFj12!jAuZ60TgAXgXd9my0GK6Q zpCJPOMJeX*+S}VHaM=LY!79+DFIU{y3oz1sb_|Y|>A$&cpHcUS^g_n-v$K68BGw@x z3h0>BSq_2RK-o<>Bpj;^6YAXm9+^9NhMOdK2)L;B)TAZ@{^*>VLe9&EAL5>*qvD`F z@*)34$=~oJQrgjif$L`2 zXaCb5ry%eM38`62e*N;L3^39WsyTQD)o1HyX$kR#VwK$R5km?fJP*x`cGtm^O6Jf2 zibyy9Z~E6dGBDWYId#8$9~No4JJ$5{WE(7w84LGtECR?YjXWnSC>SIUIoZPA{ZFtH~P%KK9^FYH|)Oysj zL%`PAP~pJfXm-e5*^wF7jED$Bb;RLI33zXKzqm9x2T1b3fl_$a6$WqJC9X3v3y7vJ zC^6C8cY#dFk@Heu2>};N11lHpnl+_pftfdL3PK(D(EO>glKhyZ8oIuQ+2vLG7=y<- zG-gPM(4V_KuJ)?~6Wo^ZcwX;>RwD1`J!!XHSFc_r1B2s#n>OK<)2>@r31s95ylYf+ zg&kS|bFA+8_kx0gw|2kH;g=meyiDwMTCY5HB6#o2!&&m&>%>%P={o-4ZMN2 zC=~pS)|o;=t&{n=kMB$0WVv6tU`fd}SiLm(#a8uuagXh11-{hot}b%O4QZvxjQ*0f z;O8SK>F$$%h>;-Wst1gB8775v5Pxw#%ux$tn4>W-L5In6B-sRlA_h#0u7tpAlQxMa zhkijX3-5#Y;ed}T(10^DG4V9I;*H#vbmSv)9T3-!@jrc#%sOICy?j$rwn1jDn3D#7 ziz86DFaf$7PCn6H#W){`n3|wBr zy#<*>j>MvDJAMsJ+W(pZFl^^9{PN|Cm}93hh-V_3lGB4IJRoSXWW-`YD8qkG7gIn( zRC{V2VlG~o+>E~cDs;(GbOk7j!VY)KT?-eJDsmtyj5U5 zkNLMzG@`skbeq`Ocf7cUokemjo`>(i0euT&C_#k$h9Oba-VJm*82^&$YIUI~Y6Wmf z`DajEjLgAigD$OzypwJKtB>oVu^MP_DVqu}7U<2z% z)}O$@#4V|SQJTg5bNNgqzsiqBe-i~&cVLHtp`moG3%W5(d=UR*c{Nn0EYCStVuS?& zr_}^OdIbfJqtw|?8-0=A&4G^~b=^05`@DD~Sa$elN*alq1?C(;X3aM>P--a2g94bl zSOY_79iRitqW6*UJ9S@#+_OfO4mTmkKny6C?iLX_+LJ>PIe2q&pce-I4}NG(KLn2i zjy$>w1Zwd%a4lV%;=N5O;VBZ`>bob}lvpppNe6wxpI|doo50M>Ors``C4!L(XyPi4 zH*%jrF{{h5H-zz2Evl{9yVyOIoa~~LivwGu*=Nr z#$3USzAysQM7(1lFwJl#55=i>!zIjbK&ak!@h()q1T+DpY7?&|x7YLvOopq#iZlB6 zB)a2xr2rU>y5cFvnK3hrBP|%P1?aKQQ~KS<`xN&)C7_FulF!Vjy z%Nub8MYN8fdkAp|tCxP7*A;aTTT4vzCcRV6qlX%9MJqp~8I=mzjp^->2dH}xcw4DV z)m1u>9Z17FZR4vz0qI6qn}FH7iSM(uA6+?vQ2^kR*lDgopkOKr3eeX0lq>)P`2T%g z&x1@G0Ro21M)(FKlIZlWkSZX|#p+F>Hz&hms1PjGZhyY}lD3=ND+vC`TetksDTLa5 zy(i_8u6zSi3lk}y67Rjp{F>_uF3quz_1M2jz^g=16>QS3c12B>E?>3;u69RokTIl^ z5(NZUB61NCfweu5c8N$!47^aY%BK=w6kx{%WMKur3d#J4eJmJ-p~4~+<{Bs|q3Ece z!XEcqO8MRJiU451}3V#Iu+3>(r0hqkPwBun_h?T>zfoX~{n@J=)^q}PU3G!UW$zmQP>T@!I) z$AjE5g3%8$=7t$>9Ev0bx(sI}_(5eiOuGcEih&AxkmB>R1DUI0P=aDzF^16g+EJ9&c?WAnjDg_5s@$5ugt$*@`xJ+ zZL1?vABrcT$cX?5+55{Gud#q5D5srN2b~;ug>x{ z$;rtj<>ks}sq!;>pPWS*L7|Mqun>e9b99tM@KT%FDGxa*din=aE?&PPk^|v*ai&co zf|>5y3~aQ{zrUzld7^qSqVHr6S>;(SVrZoeD3d8xetS%r$h12}&)pTxotvd2re0!^ zkipm{0vukG61XX-GT3z$XDO9DOc3p9Zq&LkicmzTzE<0ACuP66JDf#H35u8|R-P*mGE z=}D*Qi5pYh&qW0c=fEyAv9bn$gdmk0(~$^*)d0|pNF!upZyWtL4gLNDzV z6{)0L{{&;L>~PWrPBfW`5v|D<{aCehI)u=1hHf<&{g2aOI)l)`WC{=l6*IgVmh}bQ z6@Ymd2fKaX;`aWAXJMdFg_>P4R6)2N@|0-*cQg#g;ZzH-A^ajD3~+#I)t?$2bSRMG;|xp5Q2WLigV9S5fMsP(NOfts&N5vab~zj$`QU~o(sB- zXxnJIxlD=MzeDL2dmQxc%UJ4F|}{^g+j z*!^Y`jmq5E$gjh%3konIvUwWp1^t$6t*FYPJ?%Ip2ouyx2d8L@eJ;E3S2!Wbce~Po zXj_OuO2u9a5P+z0l9zPbb98m&*}w_=QVE2CU=SjsTDY;e0n!fu)Ky=3G?tqLF&`Ac zhj|IKfMf?_?b42Ppv0$ST$=*iMi+turCv?fnJEk^86<7mTe z{T?HotH=Z!_G==3-q{V>2Z5j>F=KoXof&#oDIOeqB<=b~0lz-FlbpiV*Jm5jn?s%F zJAUqe5zgw(qW}IaTqa)Q^f$Iid*I=Mx}k1yAFvaSC7cq=`dxZP=F+%o&yi%X0XUkD z%(lWS9o3Ka=N9C3NZlB4roy~T3DVZ6y>6XlX84jo+qYQ@W=^dS8uZoDI?5iLYXhBx z>WH|8NHYgg#(6BEcTy+qa)#FZ(s%qca4^m2WRwNp`H@FcwgKyaGGlf77%sW7+q%US1 zVJ=X4a3WJUj=)o`&o(Qi!mI}uvSI~F4bYDPaje19e;8675|F54?JJPN3HiOJ7DuZ^ zJKMKlxCc-zL^#(pun7zP3;z%|AdXiQo|wzVu_xarkrl~M3vBt@s{Y?O>C4~2BjLC_ zA3zGy`gQ96K*tn{;K3Lm148XqUrB>4ankEszPnb6l1`|jkmtnJM*OccqyHCU?;X!|`?rt3 zBn{e;hBTEZDn-gDBUxpOtQ4Y6DVwek4J9KDqwJZT5gJk`DH0J4l$o9VJ)Y{i?)(1h z_j^3<$K!KfmABXXb)M&Q9LMoIPBW-l2!#es@DG$}_y&^^J7R`9YqLn(2T+0YBlmK# zD=wqk#m~0*{dT})-|3AQ^Sl5&62-X(!NIFm$<`KOB$q~Ntkc(R4?xrm7~GzTeK@Tt zc6)zB5a8WL87t*2)i0`iX0AYNQNTPL+=4Vjtbg4(z;^2=m+C@pRMJLk{>tVY^KD@n zHDksM@7$BU?F3~&0Qnr-r7^p?4*47Besjo`@I)G=1q0#tv8dFEY{F>gAwcM_{3nN$ zbVUI5qA$Tf#pU{SH|}Mr8;5&$gdhGM9q$}NCMm_?(AJS5s5ORskxRPP_ZZiACV-MN zB@Pc}3K5TTG~(Cn3!VY!u5ZTgcULB)Cf?U+DtNd58Iw@MEh_@T?nbwPOusABhyWz8 zN&W6hx4bRj^dQ3X?g&3(`2}ci*ZF+BT+Rc=f1GThFGU~aABaBgTHb%x>E0!8V?~}k z75Os23do&>bu<0Hl555Nl?CK&F(Jv@Jt4`9S@<8sxoEg@36E^aB!gziBgj3#2h(8{3hMLc>A>phG!=-1W>h+-ut@;k~6 z?sI`Z#!=2s@^DsH+N8+kl|1j8Ma4f4q=2iPCQOiEdOFRq zVEY$M%9Ms{2FQYVwL56%G4kdPZ)s@t8oqpS!?t?)7&TVsCcqGw_o1OU=s{>WizYVU zieVT#0tzn~Ho_>G!qC0(>n8HV>Ly)7%l-|>1bd&PFxqN2%uK@Y`Ea6eo0Ont8E_*K zzoCO93=pU&=wbHE81KCAYvFwgj2#@ocX!vE(c9~dMc%rbG#LSyNKiOs6S;A$Ehl&||i=J9%{3A4hlL3+u z2A0)N;`bjP5|%)1w#lRbCiwWxq_sh00`$tcUjZ-_sD=h~K+w3rlYw+HH~}&!>j}Ze zG{~hA)EpCXJ17r8T2BQiL?kAHlN)67&>~Q)oHaDQ)y2hyq#987z3%aj7wFduvX>iA zN{Ek#^W;UK+YLDTZ)sZ9__ApTP$T$bd11ty96T^mA_w6fI;l(e@h{*5zouZFH!E0# zM@1ca<;w@6;01EFSx3mu<*uozHbJ~~>b~o`^9oIjrVv9Pb1mD$`c2;6!U+BggILw_ z#}4PnNC4IR0%0E?9|h!OP^nYF{VxP|?ptFEvrDpXCu>sZ>9hJ*0PsVKA?+BVp*jWu zn5NxS;kP8u`v+i@4Gs?yv7su_ zlb^3phXS<28bh4F@hDv*gEnM2$r$lGx+CGgl;|EBNH2H6Lya|eiDO8Ci+D|Hgl%1TmF-BB?Q7_Yb zpa!5X4Nvr|2hs?k#LLXbXsuWnxB!NK@CxuMe)$c-3@8FC=zSXRCd2??0TQnpM~8u$ z(6kcT0_)5eeyn(`kKw`SSmFC$I$(ubgp!KyDWZ=!@ae-I4>9m$pa53qyPg7I(k)xIY(z9PvvpTmF(LbwK$4p3dR*-0!s3`x2t+1b zUve$adA&9oLQo`c=8fAYXJ%r`4=yEBp#8mq{7?Xp7Xp|<4EA)_3c;8jbZQYb+<+D$ zEDlFK1!Bf>-9fMrwNhbHCQTfoDBcgjE^TUfRJ^PuuVT!Kdth|X?ZMVPPQQ53=&W1> zlQPzVh8HiQj|MNfzNlES&Z|Qh;L0jcRy_H{#XVRHK#F>M&&Fx8?8r@^3hfyms>urlht;b>koa^ z<%(fV{3Dj-_0@IIQk`DtP(5K5*2_hjArrN|tjjwuV{29fTp*ab2 zWyND2BW>LgDh1!-mWFvym zO)72Rk;b_axFCYML;`EmEH%B3PjsTCpP{T+wCLUVxs!F-?#L@Ujg6N9JfACE_T~+Z zRGs?$>mUJ75Rkvh48goUsuaxeX`2f3#aM;-$0*G8ZcB~re+4_3vn>@*0MM>}YKKC0 zfw0jG#?EMFb81P6(B84#P&f2V*dcbVJ>1}uxZt6vwv*Zdf|B`4L1&`@+`#){ES(?{ zh#1LM#u+Lz|MWP3f>^PMDfh})F0c^{L+eGjJ3PE%j)P8xa{%95WT)Copjb(H1UE{L z$jCJv_4$-lpwT94UCd#9?M8$q+}`BiK^6cC0Kyd0dm1;Fm-fV-&&!IX9E=CQf>xB7 zGrj}%3rDQ1CNTshad2?B59nzRheIHX-w*~!;z;>@HmKLw5C!Pc0>C*7w;Y)RgY}3O zCCK7%9BFFvq^Ods(kxm>fgW;c+1cI9bNBMF*5N02v4;1PI)%se5!Xq;goM9p!v@s| zS@#@3<@gN;VaJKt9#3fdV9$PIhNg?i9u59&BwfW$GsRh?hMj*I zH}}-#=cWwh@?J%|lq{u$4?&142GTEuyJ)zQBz0CVs%CNyZ zd3kxv@%?gAfBnnbZczcvXTSR^vG8V+ZUw4fUXrGWe>bCpdxBY`-`nL(kq!eM)z{V3 z+`d`puZBJh2EAA|o4-F8tzrpDb?`uoW>-pDnxA<2GXE13-i>DL|F$S|xz%7pX4oEJ7hi2z)=xdU-XV5=wJU>07_un}p0$a$rF)Z|(G!CH6(S*OSgD9_{(Br^G zZ?vyY=sG@W4o2NXgU7S|%ruN|KLspB2o(J%YLVCzkX`Wa0|zLdnq+)_DCXreaar;5 zOk8V$D~4Rr%SW`*WffS5{Ct@C@_|qj?!a@A zI4O4%T|#&bHkn2v#tp7P+J>>qnE=t`$-M>xr8AaE@$3thP_K5LxoGob>~{$LHIC#w z<(aMBb_eBF|C22L44&!6PvkCbERPG5l zgu>t{TU(vVJa|IK9OrLtYn5}q34kBXe*>~$AwX_Kz@e3PC;2ZU?0V36JQN^k%vczj zkVaJ94gU-DD;V>@A*VnBkFB=$_JdS1dO3jPr@IM|2ImGE!%r|^z1}2Lku*I|+CiYE z1U#bpT@E;D=He~lZ`=m)RfYGi??EPw+Vz=?SS7$%qZBZNuNceqAYY_rFP? z)AJ4j;KM~M3|9x>-u)xf0F61W9@ST1YEpvJ4IP(O^39|X#40a}L1=&QP zw%y}5w=TaOSJ&BJty%fO8Xdln0;SDe?&4U{M8ZUU658AQj;*-vOmvJ z9D*#Ej!y@j3c14}#Kb)+Dq62u2A@Kv#Li<1ixC({#7MOMpI++Y|LLWk-9s-GE|V3_ ziycSp4*$rw%`psQz2Y(I`1Xwz13JKI^9n>SUl6#aaIpV1v@Ou5z-Pp*dq)?S_UN_z zHSASHz3vyvKC;81|Cm?)H!u_)a8E?bK=nUgfB0d|q4~;?iU7`v@0~LpG68Z6MWQaY zb%Sn)krYNYVk+5bg>zj;!dP573fG zbu1Jyi}dXCfx=e9qrLhtjlRg_G9c(CVOMVNCvtzj7vNP2xI~; zZZv!Mv8jK3BKB_VssKVJinHn}q?NyD~W!N^`ppE3(BtVtm}n5WoX!%~e4E zVSVp<@7}%I&SiG)BPYY6eH5IBaZomqO9aHx{{S0!cib_7zyBxrNm6N(i^c3?@smW5usui zQG~9`-G|E74Lkxe_6=}Wz&&Wl4L*ePI-QU~VMN`XrUH&o8#14z;GrgljrS){g3rv& zQfm-4&oDtZ9VG?v_&oMlfN4{qri9-*S{_eC=JR(@$icCa6Ekp(^~tJZP+F1H9B;&{ zei?}$5FehwCC2o}aT*_&suR|R{0kl{I{`kg4j`#7W+V#`Xw6PU#e?n*Q-84gYsj-_ z&&Z%0xnm0kPZ(44N3Gk*=A;To2}@G?HGfE1O36E-u5lrr|7l>%SUUXpWL0mKz;y_?qy=xWI+Ldg7QG zL1AIc{(8$HG_iDL5p)?k5l=>rQpbt?C=+6F^X5$!28CH5-e-WHA528iGWl&YqCqMo zEnF$4-;hCCXS7IRDD^QMSn}s>UgAtUi4s^IvLV<^B%G>aTj%Y>4z(YOVblZb(-ZNx z6Vw4PRZMAh)l;pHqKUuK$TIZIMi+>`!xkrEmBTWG*P}+K$#|I4kUSEl`9^r$WM!m3 ze5m#+b%hA1=Kp2xOINRa->dd6MssajT@E+GN9ew+%P<(ilZhI za3WqJvhmS@5dCWc zI@@odoDm%L)LA}fPwp$usX#{2ZYhrR09nenTL#3?71&iM=-xfPbj2vN+ z6Nb%~=(X+$+9j*@>$qmI2_X4M2q_6NBdrt*>l7%jmLL`c3IxJZ2lfw+%ToPr-xlaf zjTiL1AJ=XywL}sMwI-(&Mh%2dj2ZeV8r6o5f`)S8K?5lT3qv|k|N28?5man3oU_vI zA6k(eJH%JM88EH;uqNgb>1HwX$mGU>v~dO94h=DAm;q70i2wMCC{H9K1i&$;9J+^K zbX##0qw{(rc7~Nj4?>+vii;<%;Y1gO`qJQr;f*`71Bz!3C>TAEhTjpT05TIL6&Db5 zBEb+&rhtPdNox3s0kx@0Q+x2%yL^tX08%}JIUM}tIHDaM!W}DvaIe#%A~;uF@2{g| z^0Lk9`S%asyS-Sx=NvTM#RAZFf=CU;@qh?KnBG5NY-PVqC;_svvVONb67a{wAcjJ3 zX6@bbq%x4|J^;03hm9n(K$x4|eSh|unBw7q2>e1;*YgYWa^*%HM}8-t@7{I;5U#SH zx(;fQ(-0dF&My{f}HvBUF!+wBCaLCBR5eX53GU5v%yF|d+Yf3}X41<>2KW99`{oNCZEnBqQ z>-Y`PSrVH|f^@1;05HRbF6LL8Cln8pnHcUzdtkaZXa0N|zab)t{PV%T1+O+YF+aeu zB~BylX6R-=O}#3(9`XQq0SiSS9tz5pn=Jh>Q-G4^D%#7K5dj0B%9xNBI(tK&pR@R` zza(zfBqg!d%Piodh|1yb@|@Zspk|hDt=8E^MHZiO09`RRuWZrO<<6!07&GIj6f2)I zmSnN2th7`P0$_T3q;9gV57771IxF$LP7Hzf^!`zOC>Ma3Qt9jUii0bnxSlATx!|EO zM6|9p3OqasgRxX}TMlPU#ul~wCxi7nA%-Kn7P!LEF)z5jLe}K?@eO&CgoMkThA?h) zGs`GV0;X_@L$HYu?omFo=JKWJEt-FfzJtUIp8h)j-08Y=M>6@c;AS!^46#dbGu{*m zB}jkXRafDmg6ifsoClyaT9e)mpvz1sklDzFOI1tOl}A zKP%(8_g|%g{V9hP-JD<(3AS=hS(_oJ)@cdOYB3PG6oZ-qfgodY(g)i| zQI$RFWwKgj=fao6)s4o(_8%QFzfRpK7MXw+tHE=Tdo0ZMsi;i8?hxXdjj^B?h&%-K zA)0>!OR^t#5z<2gK>7;N8#2lDxJ0xY7yvzXDd#>RT`f7? zpQya90w0r4Uj|P>jtg{AOMfJPfV z-cD32qR~_K$byUEQ2nE|@cVs`7*_k>8q01mYOCutK!A{njbI7{BH~2I z43#i1N_rTrJN4u33P*VVVjZy>`k`wUHaZan!};`i_{WR|RG z<6pogusheR=O|P;yMYz}B)v#jAt*RJ4+VK-s`Y(~jJDk0f&ud~g$GVcjS$~C6cmai z6yjo)4*Ga*9**Rf_i-0+E~4oSoGiNIb;N<94CY9tkWUYR6QakxQBpTL7~5N}ozo=d z;C6wOq&Vf5%L;G`WS7smw3dWuXsvGyZey3)8?h_lxdtnLBMV zfD@rjJz-!xBU1K>!Pad*ObST|if^(CdNw=*F_&ba3gJ1;570k=y_4pTehlF)=Va#^ z5-1+m0+11ns~G^Wk~3nJ=>6t?NtZE$Cj0X4T;9}OFy8*#eP7xW35XyReTAJ=nUpYk zcDy9?%64=6+CFLa@AuOJV1_@67(02R*dt{eYye>qF!-Y3Os}&jk&D1UQZqpHB;i2N zLC3{LDqnl!$)F9l~djhyKIvcMhZg)rbXZU^Tc$ z=2AE*LwD&M}2mG=V z3T={-txPFwJN9;*+Z-6UeQ4u-1Z7)K45pmr&xc(qdCXo;-#Z zK^Q94{nO{KiH@z7L4o1%`}E|MWEKkMkJ+;?8%{;i7%TY#U~?NBuW6bS)3QK9soad2 z&WSeS6lRIgqLY~>s-cTlug*lkVn@7j{=MS<=3RBTctG{Nb+l#d(8C#Yz0};8`TmkZ z?T9IKH#qowIQ`0?!F57pi$RgMOW=f()if6mmhEi~A-Z#EzZ@+YKD9Z0ECtxp28FRY(KUW~_0C@ei`BdB|k@uCAfn|HS5g<;VUU%l6ytNY6U>OZ0 zK;ropFP795C^h8EIq_*SU^3iltE+M<1#i!Pi>K_S_MS9l*e2*FcHw97P!}N#gMe4Z zDrAma77&mxpd)ZPVfsY`F0$u!2W*~tDp$yO7MHeArwbhTJ}M7Pr)6u|krZamnpQyx ziQKotTXC@^R!?B0wD+Ww1oPctz1)0DZk>Yzt?0feP7#ERSye#D5b3c1;E~1c&02#9 zkTida!q5ZwH;`+xE9^S_#dx0Nj?t3lDDHsbj!jX%mj`amhp|594t(TRY21zN+%*2{ z3oC#scT`>#u)#vg`zI!59Z9z#e4zpxx#S<15?P(QnCFE`Ees_!0ko)&7>3-tA%B5} z2BU>)CQAWSl57J=GlT#z93$^5VjZ9cn&5n3>mamj@nUcEo-y_ym&mt;>MLxr3AIZI zgs3#FL|DQX!KA{|60Wr-xERD8xT;d67@R#pP#p*xRqJz}?k+<^JV@R$sDyzfc%xgU zS{}(}H?%#}sh%E0z1-z!37>qjs-_8Vplo5#p%WyJTTV(d0P_RUG|St~nN?%}_yTX4 zo)q8c7cQBgJ3VY4Ot_0C#G1!2Aab-c{;D-%#I>i|VC{%#Cf9j@SnJZqfX(0yG~88) zP(z-@TOfE5nf^XHTE_YxGYoMdf8A;3`YeoVVpy28wAE3cykSOxwv%qhMnnIoz@7&4 zaC;(2(NH_6nfh3-TT*(t=lpl>-5knX!+hB_9S{V8W4|;WiA$RnVKSfq@$xi^B1o_% zF@F=W31rICFv#E{Dvq)QrX^p1X#y?@Ivyi%E3WPRTO9gwl(@u&;FxSX{q^GSHs5$* zpmqoT=C(Zt;lRMSVvt3>X$YOEm#iJEr0~{8Mn)!V(NHmv*8?;?zc75fQc}{;d?`Af zf3OFLr@_%h)l4L~Mk91gN1{tM`}W-Ia1$jN|BzaIr1g zDN72r{ZMNy&=GyUY*M!$4SUpi%^;u9-PTwAenF=tX1*W3O%s>0vEko zl2cR3LH2u=?K*a=l*Gj@9DMEPqrCgI;Vy zS9Lg~9dzi?(@DWc<%d&=PqEZo+?+lgy59>RvdCb7zzFbAHwL+IO-HP`*QIFAe=h}# z_;;R+e?SyqjvSN|xUTk}zu-K0W74LF7w-j9N>gdLhaP<&2~P+W!uTJlq~xk0q&J0L zg;ahhNjG8`3R}b!=Ny^;acOx3UL33ys6Hik11y$Od_FAHBqSur(O~5FHy@1nlYv1p z{L10f%?oXrC-5euAWuSzaA5_>CAC7B2E1bO!V=JlzXX)+DHa)q7|+q{e3yE&vqSqC z2}S^nAE{2^a~>PCAhZR|FcRmvyieYHH($C?83@E@x%%!!5WEup2;Ps~QP^>GXzSi! z2`@nI{Eqt`#c~dG(U-*oBx5hol?^!Wn%N1$F{b(W2{;Ek4`5-*hacV{@@U|nm*Dqs zFeDX^#nmQ@K?%MRXS2z&-RVS>f4Gb2`imR_9X$XPo zfP$Z)X27Cf0|@$k_;4ugAcVl@v!zEEhHgk87dvPsc>a32U3aK&{a@JjNYFX-GlW4B z`vlcpS9lQ$2U7LW*pgR2;cbAsOh|7B!>#Apbh8A$o5nz|H^!(Zp;q|~OM4au!9o_@ z-X>5VH0Vru9zmN4C3z)qJ5m6lkr1d`yIic{Kj55oFF+A8cUiBWwx?sD776$pNDnHS zAXQ+#kKH3t0~vvUqD3Jp*OY;MI*IxC@#CI^`5Wf@-zWm}l#CC+srrWYie&1D1Xxkc zh74>4jLu|~9_mZL`jCO{i)%{-$8eB1=tgTe9J2Qf$Z-u z2rCXE&+r@Pb^Kz*`Eh&~*zitUCd5gEzf`Dp)DO=FFK=5nQLJJ42qX<64>xe1S#{(D}ec z&-GC--UN5-K8CC@@tdqYC*!v7*}(X)p?3w3j=n?PPZxZZ21_2`f!`?FNRX*CW`X;B zS$3{e^STtk$H(`o5<>J#Z%D<2F zJHkDWoXMb}LGpPByDpe`?SCa%91%O(ja~@_%v{ho*vFt$di#DRvT3_!pZ2ddo(vgfGNmX6}2vQoRS@$6dg#u1_L!3qg zZnO&e)d;YJ?kDw%i(h$vcT{ zGeO^u!rQc^IyDL<|F?{;dlGgUCm;9exE;q@*nARcf8!`^H29$ z!d%9BLhOfrMm2VJb_Sf@zEVs~7oq5VX1#OVKB+-D{BO>TXK&%5noz{+pn|twg~-_B zQYO{)eEw|_i)&KDZ6XNwaRu>hs1x2M<&U-WkBh2uG=U7(!cb1{lc~#&pcgSe%faw_ z#^avNo*9EfoHOD@@2D=d%CcBvAtP>*h}hox*`c%Y@xW(6#TpC=@4m7y49xdqIAhp< zyDHZ0v!R7O1@d9!>HwF%z1hE1j$`MHRrcNo|Neb^99u3HHE*n1*o6~WjSH|Zgr!~c z`aT?xmnt&^^jngbh(2596Z8|8Yc1-XyCxq`yrL*D)Dkh8=!VJil55pMQc_0fzsf?U zHkkHH^KQZIaUc8pHyMlsf2__l9GS|kV0gAtJ9})XwGSglEkHuwe)Ew|1n~2-=4jG} z?(@UpCp+@4j$$~}ee6IhS}o^|!h-d)b5H=s;Ms12b;dlG-uGoUcn-d39fBk3R)knu zLblIQXhw|zmAu6$%og}@Nd78d^%WY)rB1N-owD#cfb-*H1NqwM4@R4%$JKZ5_6T+! z`nl3&@2yv9CZ9224T+t~z-NafbXO5Tj(^ZY^~)WDOxE0g3gfpzXIkSTJ-geFHfu|^ zu>Jh-qEI@}N?%e&yulVKxJq#P@jyS1AZ)VrgB^%}+XXLAC1qv7Ih?TV(!%V5=h}cf zu+c$nhNK%gsdf7j5A`435ANki2PR&5H3Jq+73gj&k(^f!6crVr%ao zN1dLD@te5tR*QPap4a-I0nlzH!81{27?yGLCfqMx{E?W`A)uZh7^9o?*~~&#n4{iD z89<$?#uI5Z@scZ5X2yJ^*K_Z$&OD9{TtE{_h>)rX!GaG*k-Y-X9DFn7+~z*FU$ArA z3%z0`v}^361*sx4WJT{>HJQaMI2@!lR$pCpF3RXu+v|H@?yAl5;~k!SD$v7&IEwAI zD7TB>ywSk~S9fMQpbVg(kAa3Zy{$}z4g#SfUhUGy6tl~qKAMY_`8Vym`il30cPtrk z&;cC!R6k~0UB5`|^Z5rrxb8zHlK0l;H%?BObmZ!`%x-S6lOHgouz3W z_GS2V3?vRp0`|5x3PD}jDJeoDV|nKlx9k`eRdB9H!=!_v1TnmSSoal6J|@%-IM&-$h{y8ir( zqC!UZXLQs2IYV7wRHa4~xh?C{7 zJtH+%T{a(fC(`J+nWG_l$1*cDB0tD#{Zj zHwAIb_x8BVGO*t|`tCrpjkR@eX8x!uXn^-<6zaxu-lqvRVZ&&Gn8Y=T*^@Y)url#w zv0)=0UT|&AuB(i!m0F;4_G7jo4?;uEJSK zN6>Enm@JDLIqF3kt~g|yJUJR| zrWMNTDYJN@(POn<7S4MMcAIO-k~oA%qYNK3VRR_Y)t>f5RqHpda1-^Eps?`1&c_2r zVWJ4;k1-m2VEG*9Ur(l@$qL84=F#Z~=x=-Rx7@L3?VofJTVUR#YifF*TpCS$cmI4U(v3<*3-z?0zkdW+t|O?~?Awxy z*hk#n7^(~lH$p_Dg+GH?dV^U!PqE&-nfxwv!mx*}(1s0l~Ir5`Dm zK_n<~d7+d2FmlKu#3{1M$U&7(Gu_RDBK9#pMrhv^ZH?f??*Y=B8SSe&3Q+{5#j-2FPx-@|{6<*yC-WldDBkRVMZZ~#ux|@Pvy7RoVADf~UjLZ2271ry zXTFGXF&pQH)wG!kXhxbW3|NqvnmGh;N-p)!U%>+>s>O-MpU{ zl-{evtuC3ug={wBDc-KBDh@Al0rKp<$KYbeJL(H&H7v4W%#)S)GnIGTiR+T)(Tw}W zAeXNQc6`CZ)V`uOW4Nig+M0PN8s~1U7`ym;T$R19?l0{oskP?#3Ji1Y)Zi5>^d9Ed zSQ#}BJy>QPZd})Q>`PI!%p^xZ?@Yl11F5)JZHDMg=On-D-{I@Jn`92 z$1`KFts`eHWYo4(j;pyiRp7fokFlp5|5PPq)J9RB45RzKv`pZ=xmjR1@JlBgPkIVe znmA*8K&;b`f6_r;pbMA-h>u`u@snMp#j^_ZbY?bYipEB765BYuT`l0zX2BhdpP24# z|GEkjXUi`*U`{=+#q?7SdjWAeoLWux?R^0AsZu_XH)uXMJe>1DLP%!g)P@-{Ssavh zOQtn3xo$-l1`E5pyK(8IbYp#Y9`19lJ|?P)E82wfe&5e2agfA#mcri+ru4kLhx6IS zGvJNhEu6>P65{9ok&>UIdZ1{;8Z>4FG*xsrNYdl}+pq|UgQ^-D)0{2EtPIai{&Qix zVLbd>Menqy=-y#MB?SFVoMRCGT3@XV>6No&cFz4%hN~JV(mrVPDS6_EG|eYai(Nb~ zeJXS78GD$4ucOnkmiM9e`@_v&&4GbCwJ`3Yb&k^`S8B|E6K7jT#m}P?s&vg3U!|5 zd`}jJU-eH_s-N5$f8wY?vepGb`c;oEE39#0WzJvImdSGJ?_2d#d~xNPiUgJb$b7K5 zM?^L;JA=&9)r1u5+xAwKx!e`|Zx6jz$v1VzgigZ#WEsSXO0Bf7O7G~51L9Z)(=XE5v(Rp$i@LjDMB4vntp^5x;c%jEwe`fwqbO)kw>zM}jX^lb^ z6K_W2a7|D(ikB7mNeXQKx<=~wAwES2+CNB-5AMS-njyt~DuYmNy@^j@TuYYw zXAH8mupr15wG0+4Zsox6;NVXXe!A%JfbbpC(PMUQ`uDdnvp2TS*Z{~B(=)HeYn)AO z0o09i^>nF2-kFAKHMMvW<89)Ox0vc8sY+WRz@kP^|NQw!*Oo~KkDo;=z^4fEech>A zWX`i4wc_*>LI?fv69XCX;g=qAumsU_#TTcEq@$#>LUtZB1|P2Haqvfal~IZD=5}P@ zcc>>rTN868zRl(R>->~8*j$!9{`mMd?~x@+6TjE2rn=^MW?dvyj|p(X^{v2lm8hdM zI2Npbiw}web`^tSzPP01J>KdGe9rZK zrgO{o!-B<&W6?NJ9v%FY__$xcu&AgN*>XDuJ0K6D5z;%_DRM}1z10>WKW`}T(o5xp z6C73+l{Dukb68NMR3FnF$%LDh=L={6@=E&W^YWf}7sqB|rZc^9{ydHJ!Bdf@I*+99 z&d0gfsrOZPu{^MOPEJm(#SuIiKygsUl*WkSRDOU?<8tjeU_2XeEdp3)su49uKSZm` zX4YCOhqVLM-rL7oFpRhR$-=norD(5avEJ51E9d+<6vC%9*vwBTTMBt?u#f0J z;0P%i7heJqXf*bR8ax%$f$S3uVQuVj@CXV7-|*p%oU-^8lXfPf+zWDA$}s1bynpkR z78pWED$5Ib-($R59@0!9A#5)*P_Gw2TXOR9!qd;*&VC!S{+e2c47yx~;eV!*p~Qdd#Af-CjnQKFoM%{tP=xe~8c zuH9Gv`><~+98J)?&01=aS`C$%rH-D@4wtdqJPZXYCf2{m1BXcUC0hoS9pHU*G3Wbi z6rwiHEXhrq)UmQ>ERQk8v;L$AtPsz}_A7}fvh{Op6F@|GORibFRsju;Ho{A(K9fgjkN^rK_lf%!imnreYd6I=#6BX6+s@0+MF z8qZ|(-z$AHew&W0$ycr(LM}qaN1}oqI>gaUjtg`@{|+L&3ZQa~L+9hn=Y0??q`_n} zs;2a=`1=^ax7Qxlzvw8g>_*Sfg3@in!vr9w-j^@GhYjKcmVuJ^wv?i`+q7=Z2!u zISPC)vY#W=FTcvC46amCokdIH^R}0fUh}X&xji0jo z(47*yIy2e$6-JC!DeQ&T(Yy;JVNb6h|_5LviH5ms$#o)PVc*f z@myr+(ln9BnBv`b=I+6T*&vBt3$$+Pk87lk5h~&{)rUN1E{UXwj&_MH!v$?3g!j5( z-|~lA1SJP*ZG6Ll^4#8H$~3xh$!4wAPG}H3XSfj}W_n3asQx=*SYs8#rD7D4_6|J*QGL0O6njRdfxuVZD&Jfu?gvbWXo!H>- z-~8x$z?_!VTP*az?v{EDR30-Pl>ipFczBNO*4tK)cg^l}>s{7g>;Kk@W~YKDF>9m_ zK{jZEwtF4?sL<|fU}`}CE$TA0SzF+{ucf>f)tplNDjAF#M~rfO!%Mm z{d}(gliJ1LdN4s3h00A4T#)&oFn&hxVs~ma#b;OF&7(6YIo%ewi3CMJP1uJ04|mdr zNAO2FDixZ_H2Pvgu4emPb4K;$c%&dE5E*7$S?}3WK1;Y)ZHN2v*kp6m>X9KcChfE{ zqXHpMN>s8YEM;}fg^;Tha2h5B{$qz(>%`iukPu9egyCr971$zOVhl!CnRRED88)lM z>}Dy^iQr(+V7;+E^JIu@QFYbSsmw_WceUUf{!#Tl7BSlAP2Ae^q&lW2(>G|CX#lTO zJ3DG)*1!JKn9TFB_!*R_U74)I_I^kx1?4bO$Ml{ub{2*W8M0HcL?dy<WHCjCOUvZdwrNn~hNHH_UypNSJyQ(cKu6!RM>{dym z$a6IRR=C({2r6p>t9;zLMBO{0h4tBKjGFo1ik@MNiW^g(!z_-#6o3r`z!Q2wWHKhj z<#}D;aFk$}ql0Ffz{fMsW{U9xk_Mh9G@F+xUisfTU#_0ycFCpYvd`b zk|*tu$Jqkft+Rs5D904s+qRE|xp`qQ0_8;{3S6)fnwYWFM(oSl+_4KkR9hy1K0{-# z+0l{NMQ6Glu}-d^PGkT3hV0lrlY?W`CDvbyb=VtywRTh(k3SMunLhlc<#T{P1w-aU zQvlH1&rhwwY7=dv^E-}mwFKm$duAB6Aea7WjL}o}Fo{)y`#KY)!+PT--Vfy-ndtK~;RB+2?Mi%TUj!vcA&LWY(eLyQPybnCMjy- z)tX%|c|uBW)E<;JE=!u@{Ilip;$}aop&zTTwdaGV+Z(L@z2CM0*IQwbcq`6~rQkS987{9&+RI&ryAC*CBF>0z z$t2gG1Tc)Ll-)SU>2$!st92qgseJ1W!kw4lP&7oMI^0pa1~Vc^yP9YN3^s5ukttUE z`RS+SC119+VmCBiD6t5^I^#z3U|zfLb3GGZF7yaf;I)(UJu^^uE=PX>qjIQG?Tzmd z`p2Fn7NO_r&ISVgnzmGk&!N91< zz!&P|=)dV98z^!Gm?47j&@bLxjXS!mpzNs0wM)f|r~s<()K{q+IfI8WkpJ&vjw^AN zg5-!n;zEsl`ZhfAL{HR4gPv##*;9S;G-j%yuD%at_yfb+BxIYd$1;0YPiz&( z)I}Zo%FUbcjJ4LAuiQs{zsDETZXI84Fu}BP=eivejYhuQS{XYP#g^aEiJ-N{#ikIU zxcB?beFTn1=q+#!1o{vdjxwsR%&2l=l^3XeJy4y5n}y{Oce98p17Me(!^3c*5vBx# zP*FKe==Z9eui71hp9ChJ=S&vgtq^gW-6-R$FjA9-?YPKe#j}lCaG^bcfvq5_14vitPx??Z zw4lecD!=cp$Hx-7A1BD+U5cNrsIJTSms@*-Oa4R27+&?S%ED-L-x4NG^(ijy^Eims zMHhuaB`R_1(_$e!HowBf@R+8no#3`R9xB6{MGaJe72*K(z`dySk0JmKw)&q#hXW}? zCCVYL1q;k;ma`P7|65U+7y|SOG_qF&T?;J_H5?=&+#df%*bQ1Mv8$fgCbD?p1iIQHO&j>3{tA2pQOr!kCtEEcy8Pt0ms z%r<2T34Oi2yvhL=8ZIuu+~8K|rXUd{4@P=DpY2;W;H76(ENi&>-*5MuF8a)QS@uoB z4UzVmqz|0W7^=oX(J~?TX0)Rhd@RnM*)dvwJ8ny2c zU@KI?A)RhP+bW5N100|V6!}`X5)N~D#PEHNncqiMI6Sk+ybcE! zGoq5%;z~q`QMrzV^8dYB6gTg^bC+fq9l1Z}ZResVcI=E_gSQ<>us(ES3J4(Yh;D~u zau8BY@V=P4SBK%)7Srd`P>05=7!ATkB?ec+#h?=YnbVo~9=@%;sHa*$pWi&Vkm&q$ z{FO{QvFNA-C)g*zL|dW#Z~y%G0K^kRcpoh&e_tBssn+#Tw>h1iOsc5#NW+Q*p>gl3rBFbB^8Jr&}q;#fk&ejQtiz&|2nAv3R?d|;zEZaRR5p@2b zvKHiw1K+1AvjPToj}Z>}mYT*0o_Oc?H8GsE(W?^gv~WB)tf`Xq%%Qsb7Z&sV{IHv=GJP-Gdn-<2cK{WM)rt<@$$`WGk#$>NCkQBklq85N_F+(8 z_sEfGVlv^9vC=0_GwRyvpMY%nt@E86!2T|^pJ_fYb^i^2*}+>&ZvB`^`Fz{0J7(}z zg-KF8;d@BwIAz=p@lK1>P=2pbB(@oM=D9iH*py=VxU)7yFa!1w^c&8gv5*{YOC9_~+&PiA7|gTpEmr_IXB=7w zkzWOMi3X1z7W9J$txPgD#;$#T=VV?`z9jrhaiaWJOZHW0^4SIL%=#PXPyyDaEb=&b z-hNIn-G@TzBnY#KJ@%G}#AdQ@aGT10>{HIUByiT@Af2f;1O)varh9$>Ik00|(RcHo zv37Z{DrN~1eh8T!LGjY0VF+Q?5~M;cI^rjEM}`S7qX(_7gRhwP`|IU-A-`)Z%!E&T zunk?0I2IVbFXL{-eZ!xF#=u@fk4zL0=4LJ!FEtdhO0DkwdRaKT_VWyk7yF$#XgdI_ zJ5!&WEw>=K-;cW=%aw&6hl2^iJ5U3;l6b^eX_;?6?_Yw`A54 z!|u}&7ES!y3id5sqE#8X#7c1eb0-&ujfvaXzNiO_76)R*{;Sv8UPP#pvLutHve&OG z>6Jk9A`69`7S^DYpJOULw%H$o$G*L2OI=;AZ{lp5@#*|wJiktut(zQD_NMar$9DaP zKWCdYFOZ7p9Y|l7ZFsz}_h{r!m->~%4H9e&06QSumubA3)HQ*UiO5db{WV9^p%A!If z+*^+fYA}08`Rbc6#+1;uOsxI3q&7VYaF5PkSXXIR#orC5zL8s7L zkUk2<%mRl}XpPe`wTxH^+G3~p-%g=6Y`sT=uqdZXW8SvvERVd8x4!=U@#mZcqgK4Uv8oYp0g~FpN6P#uM}FCxZJNBpzHdxJdTm6I#60HV zl)ymc9Eu9PmAb~35Fmkhe+v?oqfKmvED~m=!ZN3Dj1AtR2m9NLxGF8UP}G0qaQ6|R zJ!PfqDs35)vyo^Evay2xILdGvBlB~pv9GTt9+!xAs`A*T=2)m2GiKa>A+>Ss1-Ng~ z^=Q=f#0*v@PGmId5DGOaYH+9Dt-7tQ)-Q>uoOSP2xtnJ7#8LJONLhGcM@7>8N(aq* zC#sTnX^UN%!W2vQlwD(K$d8{_%olUIGLF+mb1T~rfvQT{o-9)ROT}F03?|u;{A3Q{f8aW&o~wXEC`bXA821M1mXv(t1x~K&`piYGn&mo zNIvq#ld_IFZ9SwF?jiSKUB7o;ev+!}%2phdJ#0h6*-k2qno*Fb;7bVp&Y)8iMC*^q zw?bYTZ6C#mxw$`^ng`k*V~OD*d~V;siORcqS1Z0yexCKvv%xEQN1BOddF$=r;Tq1m z#0)&QVEP=MADwZpSoMFr`mEYp_=0ovu3uztDG%G!-!X^&iCuh#H8Y9Tbrtv(g8wlf z?pzH#5d_zE>+hHJ%vk*9>da{L<>YN!D=nsa6BKsCl@y)}&txWT$xv98nQ&(oqhrys zeet!sZ747IU^a7O>Uw5&sujOQ|5?Ut?uvy>d{LT6GYIjccw6pk9CJS6lo85{J`>y6 z)$_k@wm@EGhXe1nQ=!BKH3vH+emq1a92glTpv#$fnDcY~g?|}?r)dYOA#*xSA{JUr z%1U*oi_u;Q;;1-#?rI|mm=Ca}S1Y17q(n`B^% zc;mJC`v^nm^$$Q>pZ#_6>5YM-(Qo4sbcdU#+E9neNED`-NMT~P5<78x zz-2rN9drzixB1zbp;sOvWvyOzM|F03{!sq7F_nnS`74$d6~L2qz{2R&vG5}V1Y=-1(l{~+);+tG(s(J z?FMB#kKU%5Z#53(Ds8m6(d+6(s*c&#ovm62=^K!63_=CGHrGVtp;qw6{y*4rsuJrd zRz&@ryqSWr>Rc}W6@jiC*n;TF1b?L;Tv+>ImY?RoO|fgr%QTbVz(5NfT}I;4zhxDp zR4|fyoM~L}-;VH8^Gdpf`O5u(b2XHdyrHwNz`?o7BTl7{*da$oY5ITv_*SUg6GvPl zLl|5*lrhR0a6~1I5^X0yOu~cHSRUOYOmEa;bo#`i6)z3^XOQAA8M2~61d=z-y`v{(Q_#d<+H*zJp1F?k*aI^x!A- z@pkl}gf0_%g-mjLvl`Qss)6$5_6q0QXKZdc?|Ji9a)ZDGAf_ht2(yuBLSs?>vB_lB zfsI@KY$LU$0Y^?TwMB%}nqLa>$e2MC6so~fgX>3-mvF(%!5hPEpFp{^TMaO^2Q?4P~MWbU8*LC(^a_HPViSe7sXCyRp=iot-kqqx^ zJYr|+aetLSkj{gh6CWTRaxV_qJ>BH}GGu-BwgZpFv`=oRfAGULo$Gy4(4^72fg%OQ zwYhr6@OF#6Q1zW2d|qyzx^C^-qKJ%BMnEf9TVnU{@=lj{1<2SGsBq)^!8QY`9X{|a z%m13Zv_-f4iu#R!navY*T=1qqq1rbc#nLBEPgVLi1)kWl$u>t8Ne(|!_59<~6TG;% z>ZXB|NLfjVV7W9C@z3AwC$`ST=>+W91k5+fb=4%qjwd`1`Tw#DN^TD_9~!qbhi|#5Fp1$8oYv&Z25Fe` zI}h1rG@t9&O1@8@e##KH81fI}?+S_AeW%)YVN1%{=+$`dtMlad~r5@oI$v{|00Cm_Dx zJ3Gn0edfZAJE5QxN_kBUJL$l1StI`XowlxFL|jsyKIXfsX!ExD{=)0N`Py8t-xv~> zMZ#Rf0OUS;bzR?cDyrrEFGBm%8#`NT%UE2D?@Xyv`!w<8Z&w*@>a2_lgy%&xFn%GC^o6EmP(vg16W#)5ZepX$O>&< zcVFLGtM%|@d%GdCR^y1nkt0VGjaKIVje%>{gtvGcowPODj_+@DbM@4kJzeWej{fb` z&s};S9(=0A79H-`iCF^87#d zd&r8Uor^Y>-!yvLuxlH$bFeWzGX=g{1_&+2Za63;)4k-}+hxKnmP&`T_C8oKs|qohpLNpzsx~rgu@I;`=n$~?p6fUv zfnWGFUAI&?3YiB5Ob|x;zH2Q}gtA2G>0f;Gw49s%pjWqXo44Mn)`_loaF6VsA+pnL%GbOs}Iu+EGH&eKw#pMOAxHQw#d8FJk$ zuzvN#ev2ObBA zbXK|pu-EvTWU6@J!-gwYFzoPc8L^5LeIZriRu+9>Q&4*H+S9>n(g%0O0*mH%qQ zTsOZle{|G?PwevlLRm^njNHbc@QB6S1_`-q9v=J$(7kn`6guWO68wVDAqnmO>+Q<} za?HE1Z-!w)*_uSkQk0C+g3@A`P)WP8w2UMb6%}d4h_MxqHbsjR6-Cmjg(lIiU8~Td zl%z%bcb%u0dEa^GeZTLYufJ${p8I}&zx#L2xz2T62Owxmso!}?yA}=VRdXqP35HXp z;mx!Udd2AFTRkiKmazoqy+wJJ^Xc9P+)GueQ-by(Sat0FkVc?CqEMt}DB)7A8p5NH z%Mf^phB(oB!ck#4Hn{UhLGtmFL2_xFf~G4SFMObb2SF4mY<2N084Q?6W$lB|0s1xj#Zj?*hIM)(nGa&o<>hy#7g%` zUs@XZe|0p^T5X`$zJeX^f{*a!aW@Oyz!Hzsb-Hc?SkYudR31 zMzd7PWe<>|%YwRh^3a@!Ut596G^C2RimuPmuK8w0D-|g~szHXY&FyURT z#%T_p_TmZLhJ%7~K7hnWvew{q(xykp$A=hVEdXGTB8332uI6)ekD{Fey;g*TRyghXij8uBx7!P5B~>b zN5--H&OrD3P;jfkxCzt(y=l`U?9Knl@sQQ|u6(bzhQjK_x`kqj;fmYM0?Mr)5M8(C zwe!(vDz9zJZ_foZfeN(gu3~V5KuksdhZ-&Z#Y_gr%da02hPlS|sYaxfa@JtE56^H93CaUuYl)M?tzHNyUB%hd+nk2hNECqYxyPLW>P?&c`3*+n>_T=8*dPjBrf}R6h5~E@ ziKhrNOELP;QRa(qca>w=r_Lugw1N43vqP957-N`RtUMh-2)rIe{`$ zm~~+_(I%YP4-^jc8<(;Besb+c3V&B+rN`WRZuUog|F1EIM)BG29p4TZ-hLn-{rKs$ zRRo7T{=#b;ymIl_)1EOw==kQEm%A&)dTh1)RofY+?t(F=!@TjFlJiI-@8J|wR=yU= zRh-Q0R0M1=uf`bci}ZqKDI!N=&EwbfnHSA?WDq%x=`@^V8|<}H2w--k!Ow4#b#&90J;CajswfA|is7Gq2f5XCiv_jO zEnyWP0rT;nny7LG=&!-;DsK8v6S~1teZ4|2sE0H8z>7GP!z!{q4Mk;rz;=YgjU;_7 zCNhr~=;fW%+B??F>#tT9U0axBw#FbDxUR;;XoaP&ufMz+GA;S1I5fHZ=P68vCYU@b z&C?g~!@y**a#fm3%GoV%Qpai&3-w(-R?z~t(v^1j#CQ%)Tp7Z*L3yFPt)an4|8FI8 zGL(xiKbQ5F3syRL2q#19g-ap>G9qg4ugP$5c4}vTuPfd1y_J#J4+YxH3F8j#FYe7d ziE*NCclT~UtDe+2pJXqSZ>`e&lzmet)exap?Lw;xX!-zHW^ zI@0GP$>f$bmV-g{;}bq{-mgD-*BWb1J0oM~B-@N%#$#CGwW!>1d+dRCS5UP|osu!0 zO$Ft^k!)TZRjRzDX-6MeUgpXE6GmZ#e>djz%UFS(awhK1t=@|7RhD>tcmGW5;*;mC z^l~HCylmGG;A1o#9UM4>7mK=sL#lhzEJde`>jiIX$^9j`L7_joFK84$n0`-H!8OZ- z03IBBD!=M5%$^Kx+u%u{0nEr0j?2fJrd^`8%gUui^?H(%N8g z^SC1bEwWFifWujQHdn?f(~+cQYTqs0SQ@)I*nIfM-JpA9{6<^k_=ainuTstdTDuu^ zwb(20TIg#=5%;e9o7HQe2`9{E=1t&14h+t1y|;fDPl}#B8+{ZOeL99mTxx&$ykryj zfU^@~A(5wc^xZw17H|cAW2`e99^kp0gFZyqw1+XC2j^Jqx-^lkhhQ>H!KRq9Q^xC| z;CxiouVt_b6TW2<46>7xqTk5j%({!loO{0iR!?S#;9;AGrl$4Q2Q_|{QSroc3{-_zW=x*h{z_$*((xTbsazZ%#SpD>C3L^y;kp8 zJ!RGSg9YHhJ-%XUFT2iWOlLmf`yv)~y6cA@A{<~6Eg{E>&yvQ z{OG>|MVk(}yC+&N+0HQMH;JFE7|(%%`PTnSwES}C@6j@Rw+FgB6QA%Io*U2oj(ivo zXF!X2oVFc}4v}f&LPngt|KfSU>)$adGYb7O+h&fPo*D&e7i$4axjq<=CIMR}F&U#X z^BQ!Ck7A3n^Yz70vjWQ};fmKS9vW+(_qg%G4uB&2Nr?HCIQM$}RdxntqwXg7==ap| zEYRYR*LD^96USvVX5t-1slZ|Z2O2)KNl01d`1c?rL}z?G@}IFm*1RWqU5xQhlWf`T z$J#752;=J;cuhO9z2@At#t9kziQWr+_K%&3_HNfj<7)R)?vgR#$%JTwvo?=zq*R*u z1U*dqviozpWG)vQ-EQ{jnmU1rUgDP-JAUwWwMzY@o+Ey*elJzz`WkHHlpxltTeKwd zR&p`rO5$gQcCz_(ti|td*e{R!>^Hc7>M}g*kw3Rv=GIpv1xb&jt(lP=5+AVno!ow( zDU9V(zsw`Vu(2}N(Nv4NCg3B455zL+Yc!Zs8+}mi<}=?wv(UH=skW&ydFt8QR`sza0k6zI1}ihA|&D_$WlDj1quy24v)f$;$ycy zSS8U&rB@)711Z!1P}5z$+ZupTjG)-dugm>f=%2!csnup%(R|#x@ZE!IYj>Roe<%z& z)(SKjp@Pyu_YrJWPHGe3m5V`u>w)75&#QQ_Gk`{|IuaBUW1IdQs@Nzv>1_C0)d=*YCs!;TmNlmmAWv8W<)a>9T%YE_7}TDyGVqwF;)M)mv9b!} zdq`R1P;|JU$AtFpFXvjxm^InPwC?;ksIVcatANX?XCPL7d%}W>K3O{QW-OKPEGyJz zGG-Y%i4H<7U=R8gH_jp{=xM2H1$CbE@Vm3ga7SqQ@+ee%{fG~ze*3Kl$^2GUox|H1 z2_7MjA5ydK*xKvF2s>};j@`^;eXcTgl>xbeB?yG~`91qLZ{7$-JgQk;;t%DRU8g2n3gZLD6E`7C2Jg==b*?bb_DOUFY&PSrP;fVf&wCj)qm5dRGuZ1PP z+IAs@Wmq>JeVyb~i6N@{Tg|a9hyWQ&j%hy>p^ncPx(EVZwpX=r;PvZw0T!($vsblrG-4!*%0U}shvYN z7mW7EppL~cq=)Hp__X;f@USgZE+z}CcdmoIXiCb;^NT*%E9|=}FHJ%Gsl1yVn{LfC zZb<@n;u_FlSl>j!nw@yWaBf)Da~0}+@NiTI>K``f?KSc_gtmrKM}oEWtJpAAlh}!0 zwQJ0x0azh&?iqhkrKpof#FFKD`N-yIMQB6VIo*nPEKGEq$besED5iKejY z!BXg}3M>9bO<)>5fK1UfgQO}keG}f0O55nl{lLGJ3X;<>;PDdbC6*MJ-Wv!1MNELj zr&^FWfpsu~7;5L`Z+(e(-|*S3=~RWQO}U1X9SAS8G2Lc0>{Dm?Zcq7M{Sa3;KL%sv!Hw6R96vZX2*7S99%A1> z=PtT6b@IQ!|LuVcDQ($eiE}eNt)uJ2H(+1G3PDBjc-O64(;lWQU%s5jsV3`*GnlVA zKyk2#;xI=y?Dp*_FpUU40Q4t}*I6&`@n6XRk5_#G{YJI8T(OY!UtrY#v47r~hW9^b zq<(1g<4Gtuz7tYAs{{w@_l4`z|$jL1pht^^LX4baG6xOd`Y6mV;X>8kzPkX{=g@n}b z(+YvC8XdI?-PEx=&CqcT=#c8E2k2Vyl*~4e3h2`~Tkx($V6C2ZYEIMHckIMm!|KLg zi3{^5_ui`uh)nSLsA-o{b^d+DHbiLt`9e(a-M759e$P}woR97DDcIL&KExFv>vP3q z*Qh%Q)Prkek*5+~0&;;ns@$=h^T3zvHhYEj30_;KGQwh0o5bCz0i0Wg;&=vSzl4avp|~~sB14m=N^dCXw}kjNU@Q%6ujg9Fzzrn9q&xTQ-HId;! zwkJY03DGNG56tWzKGuS`yy0+KrABOZg;+VVN$r6NjQ%vYc=t@?o$XZy+CPic=i8MA{vlV^AP04J=>;kjq*3K8ULLIj^4X?l==AFhzdiQtH zro@$Fg-z8}pD-_N8OKOl?*4&9u?(~nGUk6!y)}GXwxm%3RXR%9-N4O7is~!=c!|F~ zZS1iZ8dcR|Pm$)*qxCy`EHqxm&7Vw5pCO?V`-{I?apqd-(&wvsh?#4nG|6@@HHt`> zTsZLaSM7<9X0cFlhsWJeGb?k8H>eOnXo6D(lvg`KAU!Squ z!#zLtcB-88U%i6W{9*#LeX-wCf$=BozM!7()~Mt5M9P1S;$0AcP$ZGwayihsna@w1 zo5u^D@cCeox_de#u{tM2WJ_b-Xr*|}i1Y^~?e}TJnM#FWW6-%9erfQ@(NvlX%*=BaEu} z&`yapt_o{2#kt{ zafcEPKOvFz>QzI{#}g(~*L(x(-->+wnF+B@vxq^I{76%&wtiXZ_D{GSdzKjb2Ar>76Zn_intfH&!xSkOxnlFt}gefm#|Ycz;-)65AZUf5f;^ zioXW>?ZGwG+@naJb3#^ss80A8I}BM*KtD^Zu>%3ce&cXYPJY?kBi>x>ga3r-@pjoJ zlqALIQxG+m#KH)45h+Ery-2XdiWpxjO*!#c*s#v{FG zd$fg|K=@(P`kinfn0TJk2l{?>g@yfnCRx<=xBi+RASN(iv@$@ykP~kgS=3WJ_pcn@uqi}$z+#`ri1XZWt)k+2%;%C zQo$I+nIa^fd^67X7fX#-MibJ;m2V7VI^*9;i}W|2nhS#}Fhoq`MNf4lZ3g^1DI*@7 z$^+nOqr9|B41z!Hk_5;}NG7rB(k1(x8yFyq3wyoN$}}BrgC0b&!nm#(FaQK0J7q7Z zo&B33rqn`L8?BwUI;kK+$q#jA5*ZAASvyR`A^M?Pf3A@ohQE=+50x)Hja~qw$G2^? zaDrZ5=wB4YpJVlc1zfr{?_uZ>By&YrjW&&--s(z&q+Nz!ylk{5PClF(X*L|(5zEo; zjl^bHUs?|$_k|k%S+nRWZ$H~Ce2jB!vqt3{5?BALPIzx0wMEJ83B0X1PzH4)v>MM3 z!<|*KLDTG&Io^EH?FA2p0waHHRYc zHa}L9Aq)JC4ct9OTccvSYitXZS*SqTN)z{J&JU?67?)2$QirS*jIDpp)|KL^g(D<$ zbip7XmpB-pfJhaoAwXS5qN~9hOBhTYjFNrM)ka<#IyzogWAbD=0$UEX1vQt2ZPz&2 z-oe3EeS%ee1tkcyk}ApKDNYc~Kgj0h&I4ng3V=JnVYVBYr&qST427g69F0WM9*{Hx zf?ld{Y4cJEkn6JkX54-wfveYUr%Q3Jx%Y9&7~6#L(k3;pI@iPwQ={x5Y|UJ*`mj{N zs#}4-S{T;KCp@PxCY+9ayB-b25wG7TZ++~db` zsLy8REZi`5fcPVBJQbf#euUv*rTV9RVhgA6>*y&c0pn5oXzS3XVKC=N!?~$rC+j*- zvpmfuy1zO1cm`y4yJ(&He)H+E9iE|#=%Qb?$Y_Rz;TWcX_tjsR5S#fc`~n9mJk4eO zuV~ATLDI})MlY}7@&(}C0X|`F-P5&u&UXwJo<*p(N%$`?t>5~cD;UOilXy0_L9$@g zm5Y0ZFWc=nmOv=_hJIUx^?Gwm5(qB!x?wrDG6C$6x?O2okRgbouQPcdK=CmB`4Ydk zvFCT+cDDIEvybhlQq%I^QQI01-1Xfz8`)~z9OCncEyxjz|C6oDEbo_uys1aSD| zp`%jTPRLf7X`mkw1(sQN-q>TJY-wb0y8WG%0kpi9KOp5=J)csp*TSwP!IuqZtZ1#8 zsVIH#C^z5zNgzsS)LVB)Drk5%Y{)2#s95 zLJOqPxlX%N{)Ilu29WE1e^LK(#Z(>4Uv|>;7d1fZ|rLGP=4oAfiSlCe$_EysJubVE7lS@x}$? zz+dR+bS~~Q!Q=SKSwzX!h|w~(s+ZZoyH`@hWP+uG4(v^e3r%xITm3oGa>8@CYa}xd zLXs)?B0GBvrqWsckPDeK&L9MaetQV_`n};E4#66jy3eSM;dkJKuG8o5Y{qaX%68n?{8Gl1FW~J4IgPKIn3qX5e7rF&8SqZ0p5ytUA^sz+khO90W zH4aw}K~!`HQidgcP{Ji2E)~BJ^>LJxxezjt>Jh=0%?E`vwH4y~^1gbv82s1}WR|ee zQ?Ku*I`t8|aMh#6hel~h19hKq1!8*{VO@j>Dd^|SuLDiX=!LGQ@bW&)MVOC+TE z3sb3UwdM=eWR>-$Bg~!=d<%|Ae!b6)8;5>TQsQM@go^(d*FvFgn6@s!o2GvP(8r5e z$P%CenVzj%uQ1pc6!lR)$cgFXugT%`iiP(_TiRfUHuBk%?f=T5aynpVvsSNe6pYX| zVs0Q!?}2q|qcsL+myo+TFfF&y!Fpg#BHk5D1qS44VA@6qC9O!U;dWSGvT38p;l|Wv zTP~)~-I&vB@i%NdbLq+DbNfcJv$B*~@a@%Wi7%r>{7*TXe=)Bxlkk@Pmu7hCut|}}HU^aTU8iv*L622M~ zr%S(la9Xa=$GkR3+{?L+NQUrUw~Ne&^n#n0cjt!@@N9Je9BM+v-HpQG$K!cm9dZym z#4`W7j5hRe?EDl=B{HDdera04=h8v0LfdSok5d%}1Dhl8pud(!KlCbWHXb4Qxm|@p z6!DcVu*!plQVE@ESPPhcZtjW_?zJvNZBw%<)-4u zm(b_Kz3o6nr4Jnx&dckoo9^7J>bbnmiT(LFJmc%U40{L*xN>uFaA?6M1O|caT8dzr zLwgW+YgFF$_t?T~ef4P5gGLP9EZ$1oK2idQO5EeEW@Fs>K00^NwAOKVCuAh}7 zpfFhe?CU-=rHj8A8frT440)cQsN3@(A8oY@*N-2^AIyiNi=a8KJKU4I$+mIW^M4E8 zJ{E*zeuupw#=iH1XMUX*$Uo_|+6uksyGTAGfn>Kr%y%Ulv#oWx-;@5Ev=nQJ&N_qFM~+SolLNr-eWvjltsANWqNG6d>=N zWWosspvqgJ;7M>|BI2TQF{HX)EY?lSnAA0HYOT;rl0{E{_UBg#oM!b-=L+Q+hdJo) z=TMRF$*bU;s4(1JG8E$r&n%*@;*csPi8gvZbn2qID}j!2?!txb&t_$Ai+((M6hwLQ z51tFT5X6pAIBLm3#?YZ*GQ`=*zs8C0rv9Yc=*Zr_im~Ql?x=rZn*F-Lx@z{)ZulB& z68lK~$T0sQhW$SUs{e}@(La;FKjlq2=wl9!e!dVfNTRn%BK3wfWFthLek5psF$y(< zK_4dWE_G%Qc5KX7rjL%KL?^edKp;Upz^gn5k$dstCt`7IZ1Jp_pL*6@(d$hO`dJF6*w5Q_|Dm4K;A7_4XCj2 zMHY||AdqG8!GYC;5epd$(mZ#W6c;X1ZZ(UrYch=X@Pzt_cHD}Pw1&{pa|0u)O8 z9h0Jv6T^g%Zob!e97 z_48;yL-%GaDe=mnL{{f&Jdf=g0q$iRtPv~7d>6{DzrM z%H-K}e0naRyXNHNtmyiJkEoSg3}F@V2urjiW)ifIJs6n=uZUs{2);4D5C^27G7fRu zE^jY+G*hdRY;Rko4j6Cf{=?SwR(TejkDiNDG_r^`k(S-ktabU<-GO($I1> zfN==e*`ze?N-!F7?jb7;Y=p^ErjTdOe7KmP(b!n5PXs?usUtyXCi_5I6Fdu0KSe)( zTaU&x@0k$Naa9-`t2G^re|3;r#+fF{>gp9ZYsx@E#T^wi9NoEdCpF-~j-!5ZUS8gi z%b2qry(qw!NDP2LD^MLFr5I_1QE(8z4&W3jq zcX9BrZGxsxF9mLJ8``Gr(7M`LYBocJj!|{1z!bZinT|p4`EHUU@vHwFI{l}XH#qC1IkmHy7fOKJb>v}T*hdD zzjRd518jJ*d=pfLzro?;a&H>efR;1m4}4ZvQ3oR@P$L6K98gktZ8%@Q^MnQBlVn^i z5hU;!tH8>D)Jl2c(vdZlfvWjR%mgBBEjryt2_k z#U6WDgr03V8G`|A@?%fN(~YtKR7QgoaQKCRL~?*Sj1Xy)Fd4KC`h?+MZyu6H)8FYT zfB4}CxPjjwO!5Y-+9_~D0t?TiS!c5k!eANGSZ=I4ypd*-Ysc^aRNC}Cqkmd3^Ob-l z4j^%i4>ZPH-FYCZBfdOCR%yLeq6!UMkj;74xuPH0Z%@wcL+uE$&u|P_Zk3>rTRIPu zWDn`w(Rk9?(<41H^jRH{#ZqbMGK|Jpi^y>in-+f$D~B_JOBXH5c%GkcAL+C7L(JPZ z6~|T&_8H@W>o>uOOesNL;4PwdL!vQ{_imNI^WifpAHNE4sX|2Agwo zl{2^}xPxWO!iy4TWQt>A#ppcNMYxhgJRipKB8!YI@a^qi852$GKhsKPn;f-s&|ITB9V&dwa8^NirR2)Ic38Y!wpngXoahTkD7CHnRuao0ROn})H8&4jBL4hOARUu_^ zcgl=0h07ad{zupJ5@#APc+O}QQVLJGuHOaC0m}iW^T$XezjU`hexF5%KPGiYVNTId z`^U$hJ>a18wIu7W{tjvaaBJ?sNQGGG@X6%kcLFpjMA@Q!B7(JWke~O$6ODVUlH#z} z=T`NS_@6|6$ngk^rIG;h6O;ua@j<}EQi|4~I7Y9#?OsA%G4Qm7hW`1kDd^eTryx-w z^Ahs@$K&%>!>HK(MZv06X`>^~@dG$qRgz~8iJ4(hHG+?GELgHvtQ z#%fg67iy1v8o7{uySJ};WW*>ZZ5ZA@oR@S}T5W;?)ddUSL<|KqT3B3)&UsZ+2dIvn7qunwC(pelLO& zYt`LQSA_5Pc*!g2>FFqYMP4*iEHd!BWT5q+&^O@4h$~NDeHKh>1i9U~(}dX~5V#O| zA4EnKoVV2PyG{$xs*$PaRPHQ=#Wi62#bI|2wX4hbcnQ9zrw5|e82wyccIke0zy(H2M1*TW5=qSkR~VyC z9ISq1d7CtEAi9;HoR6stlD}Av_*ay6Gp*T|f*QUXg+Rakk!==~vck$3(X&0o1-h0J zG&acVKTMV9>>#p~+k!+M3colD(Fm9uW7tjz3jQ3+t$2x7axO_y>{Yzz)jevhX!AN^ypRPrshK7(5386n9o;>E*9StR&ktBq6O>(Fc;= z$Xn{(+o!jiV4BEpo3hDdAG)e|XuNJA#?DQY<)1k-czK`$43c_Yh^5|iZY>poHdtcR za&Vs|Wu+%~mjgGtN0U!D)6XCf3$I@NDK_Cj09AAlV7^Qr9k!-Xwr)-!SCP#c67KC# zXgp8lE5|?D}b?TN<@F6LBY6U--$|Ta5IgR#?Eg2+!Mjunwj6;zgunOQobrkwC1!2<`fM zsd89}$x79!j*{oT`v7JApD=fZMpBAn9_kFR*g|oI>^}x%@~mOC!9ghNk&+;(aPKu3 zl20s!0@-S-1gdmPj815_hF6I+)o-B)dYf^S&6+vWxHL+yaGulwjSyE1Xfp3^t0=^r z@8nr?=k7z@@yr3w9@37k!L&*wo3dcWoEWom(x)8w5gG zhzrj9GlHRr>q_x(CQ4Zxk$rhr_+Q$HV6z-N%Ino3!eK6gNN&d$+fd#|c1;P2t} z>E4SEFX!?;xvu9+l{^6B>R-qg=eu6_BNL3elrmB1^s-E2j`$wK4d|ktXHT~o?Jsnb zljpn5huI78X#=^q9JW6AjxV5y%>vGyCtZho^ngb=z!Mu489*FHV=H)aRbS~y_S4K mzo}0A|AZLO+jItxP6?fu{ds29qdD|{Wu@)EL~k@c^?v{)Fkn~! literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/gpcrs/p2y1_ortho_sub/dg_results.csv b/summaries/2026_jun_08_abfe/gpcrs/p2y1_ortho_sub/dg_results.csv new file mode 100644 index 0000000..71809b5 --- /dev/null +++ b/summaries/2026_jun_08_abfe/gpcrs/p2y1_ortho_sub/dg_results.csv @@ -0,0 +1,13 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +16,18.49666605731394,0.08303892236032419,2.842134960623493,0.07579081521764619,-7.449578,-23.104107,0.11242646618176405,-11.2166 +11b,16.87268529205256,0.07943223823860687,1.7026567072597563,0.0729227318695645,-7.777276,-22.947304,0.10782951958955951,-10.5657 +17,22.60655374349429,0.08195839567459978,1.7188562684849003,0.07771945373485518,-7.674436,-28.562134,0.11294906865662308,-11.0462 +14,21.22477727210832,0.08543882430767474,4.014877359696718,0.07595484665232914,-7.5109096,-24.720808,0.11431942717253507,-9.21816 +11e,19.003086112962215,0.07942294197452854,4.3798477339138735,0.0724324876392847,-7.4936337,-22.11687,0.10749171585524374,-9.70458 +11d,21.24513740285449,0.07832798870196939,2.884116141922218,0.07358525661007999,-7.816662,-26.177685,0.10747122314585966,-10.3039 +11f,16.56155788663191,0.07857545510170909,3.7057220132841797,0.07234410893291651,-7.8493204,-20.705158,0.10680717317548663,-9.22841 +18,18.560334440067447,0.08432132455605927,2.809331824771503,0.0780668589163439,-7.597559,-23.348562,0.1149109230489105,-11.1253 +12,20.5932691335714,0.08596331346936686,3.615424933535689,0.07549499511331016,-7.5043736,-24.482218,0.1144079785233152,-11.1253 +11a,19.68085267752921,0.07703905178296636,6.535916918881337,0.06980991698978516,-7.509472,-20.654408,0.10396364753960524,-7.774799999999999 +19,22.692008291254602,0.08158790720394256,3.65311681450802,0.07584426896496756,-7.57957,-26.618462,0.11139542062737355,-10.6355 +13,21.147481500745148,0.0812475491616645,2.355070653320897,0.07736461763865032,-7.572858,-26.365269,0.1121893413259551,-10.5033 diff --git a/summaries/2026_jun_08_abfe/jacs_set/bace/README.md b/summaries/2026_jun_08_abfe/jacs_set/bace/README.md new file mode 100644 index 0000000..09e1187 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/bace/README.md @@ -0,0 +1,33 @@ +# Bace + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 25.77 +- RMSE: 25.88 +- R²: 0.04 +- Kendall 𝜏: 0.12 +- Spearman ρ: 0.16 + +## System Details +- Ligands: 36 +- Host Atoms: 6101 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 18.81 Hours +- Average Time Per Molecule: 0.52 Hours +- Total Nanoseconds Simulated: 6527.60 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/jacs_set/bace/dg_plot.png b/summaries/2026_jun_08_abfe/jacs_set/bace/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..32ca1c5a2822083aeabaccc3678931cd8907910e GIT binary patch literal 60721 zcmcHhc{JB=+dhuIB$O$0qEyO|$dC$|GDiwgsEip)=18V8YmgGD2vHQFBveQ=pioMY z3=vVL$jm-2KF{;rzrEIX?LYR~t>;vdh{b)Lt09LIS@8SK?&VdP_^D2ipb zj)oCM(Kb-jk~_=j@i)3wYfAAS3SOF~Ui)3`y?m@a>?nO}FSp~aUdNqm)}6HT@N{xL zv2}~I)E0U1b&g(MZk`H~k}m)I6I)z893+LcKAPcEmb>Ygc~aC$4)Xsr4!1twyM8C_ z*4Sn2d-HdzkLmuVAM`^z-Uys!jAn8RIlb>_Q6I(a{^^XId4J~pfqRiToR2?!)@^P7 zPRnq@jf-3JTl-RO5xu2Hd&VQmx{m3TZ(PdRKC8H5-;L9C&wIYrZ0mX_KYsX(fhgD6 z$i+XUx_YfF>jW46h>7v0MJ@hyS0$Ui#=@VCBH@mU|12mkt-;B@@aJvR`s<57sI!;3 zVetnwJZvI`7k~0Hr@HLo560g7|NSG4LMH$AsIOytGb1f4tC3^=SnBu}shRP%puQ7g z|CwjrSt6fP{+%@V{GKh zqR3}BWr~^HOF3NZK?Qep9gXr%OiYyX=vo#yGpsG^`h7L`<^!P*9&D*jkc=5Doo3zX zGZ1PZTI(|}FE9V)k;4kV@qr7~S2wHg+qZ&;hsW`A_A2|@YiFMN3|4;|`0+Z%^x@Iv z%>_;&5AABy@FOPo4^)+(p=IabNV^^)g7y7i(A;-|VrPHL!^s&^R3t~KCMkGt{CuR; zf7NrpF^)34lI-Z%*znx!>6;4PjCc1YRlEpc$UoM!#nEYZkR=~KKa-D-&*37sUC(N3 zYnh##oR%>$shgVe3U1gS&e0I7nDx_v+Ae_ zySD9E{Jp)jSd3UL>wU89vEgsuzt_^yS@!MQH;U@6Nr=E7jaBOE>gNTN`0nnz^(tb; zTC5<$Mj@f~Teh&?KaivL>qADq&!EN3?0B2ebX|3|8ur7zqk^vY*Dq`QoA3C*8V(MQ zq2V9em6et4Z9(&zttH+Km@Aelty68?OtY_wprBDPV(4W{3x9df*J4c%4-dArYh!-@J|4H_2p?Y7 zw8(9Jc1{j=^L%N*bbYR+N@J!WZOmGgc+)5DKeW#CZDU+=hSH7^&>SCV?QZUQ6T2bb z>7y_+pX{=hC$0%*KVwwp%HuZeug^5x5E>D&xzV0{d0Ma%j)wEUe}4`Q*G-QP#wI1P zP&)ehRb)Bvmto^yZ)>lh%CCs*8~XWYc9$iT*WmXf15{FceE6E3Cn*Y{5$hmt z7&Do3=t-RO4zlQXY;n$vwx$}04*$i=e|vU{^JO^8%ZA(99qsMwJbg!B$E@x6@q<=d zTRTqDQlO-ygl*YU{GXJpELQ?&YZ^SjF)!dwqO3_Q$l2=d= zH@QF8LTPw=LqkJ!G9x+97hXqIMMlb=FD+H(+i~JN3;*_Y%E|%^D+EIC-W5q!3A*?p zLywjcQ1*|!xMrvB(xce;Yl(?bA{?A!OYf$qN7htURjuE;m6PJ)6P)Y&w0U^Grsd_$ z>(|A`=g6^)X8cEvRNmUa2^xxo$!e9r!_WLDhB`>x9Y20N4}n5HLP&@XQSuVUmyMHi z!Pu^*D*``1U`fPD%bBQVZjep zmaI+NWn`8N$!naGb^4(3^Q6Q3o3X`*4;|u{I8?ZlTDo-Uo7Rgw66UH04<79JLo#DD zKS`S`!q?gPsp~sjSt+S)+qfm4diTdSZeObsSUFfWpWLIYeR1`2N-l7wsFH1XhIiE} z>-v;kRB(n~LMOs?GCn3ICgE5aNw1nL$f&XOet&It%^s#k9cbBmJQ#C#n!YRsC&cK{2z_<1gR6W5M|gc(HE@Syg(D zWo0+r!y_Y0qy9TlltHQ*U6eQS2(~O_!aIbXg^iat5(hCVVU3a>*NGD+-c(mFp@ui) z813J0ee`JP%ZL@X_ut)11tT}>>5p*p^Pf`=m}>8=I!7t*le2erj?T^&-zXwNOZkoU z35_}CAl6cR2EY4G46UbB_4JtR?d^5;?Mt{u_Y5B+7cf;|)PpCA)VbnrBP}Snt!DO( z=$bWaOwG;H3~y`owmgwkR8*`S-*B#|sHnXnjES7~EtaL{8yk(u&)B}ccum^&)j^Rt znH@W{4Gh>$4t$G3I{ESH0>6%qj%uQeox$C`YrF=&tx}I*z1sZ#{d?9Yu5IDBZms<{ z*cLN1E4Ll{tZ_wHzrNVhVHCgLF0$}YwD}_cTPvUapa1&**RuKHfDf(C z^^6Q5BO@a#JG+d5JEVB+_MMxNKY#u_$u{0Q!XkAfc+<8S=;|^e_&>EWrM zVWubLS(|J=7|@sBXR)=mPOm(}#?H;TxJ)|gSvyr}%S)$s7x7#X4$R5T@m(RuZs=aI z08P@*$gWqV4Ze}Iyf2}Njw;B`j`0Yenb6S?;%}oPc}4d8ou!UcebeWP!`hzA*{)}Q z{i!}PTd!gKVK{jK(XgcLrZLyBJjB$tL(0VOG+ri@By0^0KDAaFg{_AoRn$6%MYpIY z{^Vr8x@>X3_*6NUj6SS!Uly$!)-*ZJ{6RzGl+^<4G1{uXygtpWXunLD+?14A$B%V_ zV#^o7PovJqC9*@Ocm{?gYD6391=B8{U4TzI`m)^$>`&2vZ1fit$%gPx#t$7Y0#KkTCO!WH?RNDsjVX@Ry@I~gY{0gxz3fM88=%$ zZWoL+Yc!>Nd?B*PvC#>Wl~#RnFFVFbm$~Qtnv{37wOq}~k(qLfVACkJQy}G(B+%x< z0>$c*H@(Wd_%d`0tK}iJfLggJT3L3(xBmstMsEhh1_!03Fh8yHnk;Hj!KYSgp=|4L zE|I0;K5(@69I&IPtVDUT17YVEw`|vSjucIeT?*RE=p6;q)LwObBN4-B;1m45mZ$T@ zv{zPlM!{0@8*S9$Bi%%tP9MJbGS{JPLsylE9qX?1WWnVZpV6Z}jtbZ&%<@&OyvO5a zt$@?1g}sVd+{ewbo3K;4=`q*syt$oe7Xrgz@fRoSE2(#{P1)JARxEsvp#X1+=VOtr zoIsiX&*j}nOY8OE-%)!(97(J_e%&~2c+Dj&uINho-ot+;=P8%t$C)K0Br;|F=SBuHA?Ak}9YXK?^$8a_Sg;(O}UdI^a? z_ggrS0POes1k(oxxo&hm8ceV#mi?+PAZu`mqTlE;0RaI<*YSyATT*NC^Yb$;%aog+ zxW@E1<=VbDODA{wpZNP^B_<`M=W349$XVRm^_SIC^(~)yQ>AZRx)y)ikf!AL*N2QQ z`|zMwza%?ya&n$uEzeO}T3Y1(gPup+bY0WQ*neC z65ur7ceqpSggp6ZdYo9wAftel=VXCu51$qvcZ&R#9qfk7SsS)FHJc4>z;MyjD@?7Ng>$1XiZA6gnVgyx4DzdNr=o#l!x|GCM z#cQ^lU{qup>iTvUG0*3Ylc+0YW;e*eICY&ZC1A_zj`EPBwL9laRd-!SSoOAu=5wCg z^aDFZ1*59JIV@=|ux5=!6M)x!5zk3rO@rH7EJEhw+>LyQqa?0}O*^RxvnuLTE^2Ri_LDF2y>;Tw-hV&%H)M8h{R!+U=h%bx#&ax{ngYqH~x z9Xk|#hg4HtW@cv_Nc-X(+d0tsRK)X?g;FEF&)DrcUy3{vR=C07sQTz5hdQ=ZtFr31 zXJuv4-TV0Ei(K1mdU`rFF*6}fYLOyyeR1}^z=W8Ef&urW$da`jyyft=O{ovHe~>Lw8=(U8fk@_ zlevM>@#{mO=Euh(07tA}onO`2ZDwZ1yYr+tN~pAT#nP~ODYVFj9SiyQPd2l3(Jm)y zA%iEWigGc2YF*~-jyOcL(@?n<&nwQYlr$*zup9oHy!k+OWC+6w-Q$0I8#a)`;qLD4 zSf4`E_c`ZWeZ7HVz!aBDOJP;9XAchJ!IYCx_C4>9{X2ozno>XCmA=8^pwPohR{iQm)?>m(tS<0>Wc4C+4OHrBDAm-rL{5 zvgpXn53);AC@b=6>kEt^P zs^^5+?;lHz_l{VyC#2t-- zd5Y(i*U0OBlP4KCy?CKoX1@7YNwtp5J9Hcv{q9Ki>fNh_g0Fe~4t?)0|MT4JhWU%^ zgeDJ3Y$RWDE9@25!l!C-kiT&>4d!7CL#JhOXjVg`T1Hm3c6|2A;xnx#8LuG^yNalj z+P?k3G5*NNxY(OFnKx{>t=Qx#M_MfIO$(KE(`E+OD~~F3S0Su)SxJ||ZWx=ooQ99m z?Y~-amX+t4&w!E`@3F0_K~?Aj|Ni;3UeM@CTpX8iropZU4;S*Z@kU48U>@m@l3{H- z&C68}ouirB3Epd)eH=JeLcrWVrn0!aMWnFT#y$?mv|* zg5p>|L|X+53yMuGtdx$elWuS+&z10^#^W=71J4(WM-2}*H{BUk3hA1CgVr1It)4&k zEL*x{DIHx_`g@1E>7!rw4`ppq(W&3t-h{lHd63ysYlzPAD}p*N+U3k82-2dNj3(bJeOS(lJz5 zGooWq64t*SO3%V)_4?u($Hq){Aa3!;?`~_yki$7M)@14UC2#$mJ&9)nXQ$Th+{urY zYSZX;&e)&r3jvbuj>7*}`asxy^T*D<|9-Ff`R+zU>rg%gkjM%$(uju|e%*o0DV)_0^`bC~Stnpiph;gUTs2;j8YosBx zT%C|xPRt~dHm#>IKMGES3bqWIHIW#L2oD!rzkZjP=wQo}72pie{P+&F(;Ub#r(3&r zEjf2PcOH^(5fU8hXtKxiq_dN%eK(ZOk#hWyzWiHjYrbona%gC1ivEr5r{ZV-)~Uo^ zyC&Kc2;3v(^kHLG_xNDj>tv@bFS#95M5aONl6Y}5LBjzwEO~i(<@ZePw|95b zfgrGG%ClBScUoRut^1&m&9LG1LRdN99iSw*81p;JeCZuohFV<9I@(`^Okhvk2fh_6 z*33@!+={$-G5*-C&!0b^3U_pMbsg?U0kK8@je=dOQH*BssGVKMleWN@w}R%Pc7@Qd zM}G?jp-N?bCIlo(Cw^S$rw`ajOCb;o9?JxOo_APB?>LtK_;J;x_3CbO zGn4)f&o4$tpEVGT>lZ<$`l&qi?+;U|K_ptVZ$<93EPS%T&z~z@TrDqXxJ5*S0hp9m zB~Vd#&o#=^)6>+<%=+E+ZH^!Bu&Al4yZ`ziWRgseu6^MErf)}`)Lfm-B3-O+R*+>= zPUYC6?~J&3@%@gcJDSUZscvkq!V?=j_wy!5;+Ap%NA8Yo+vupGk`i5){?5)N?SC)1 z3W}|gyGaUfquP}v1(6|-*Eb(pCA#|XsuYu&SFh+*W`=0zCVSSdR`xfwUuE)*GwDWQ z;r7+5SLdDlV~&kZ*?mQr3P$DFfSj}XPT5BDe|EjXX`L4q4pphVH$!jj@%8T&^zHEKqt#*R^!V{$-ZRRqn?Mv&&%>Ej)a z?zM`(6m`?|eCE=Qg~T#-2gp1u|y{-_}qeU0}kw@Pe|rYRXR&NgKS(fB%Pr%ztc zd|=iXU9rg2=bS@m{9>DXeto>_KH6(&{NS)zr}RPe>R2jr0;1E?Hx7@WX1=JaTcM?; zB@?2|&b^QDBZ6tJTKkt2IPwf!*=J;sbDp*2lgxn$Q{EJ&w%Ww4!=O4k@u6a^xd{m? zu|b5i`10k;I#5EWqW@L22oM))di_BG`sktwJ92T=R{IpR?{4nyyPTcHNT-d=ntkXA zYj^e4{Z9N*I-Uz{P{WQ?0!I{?eD3yXF+QfT3Z6Sq9WQZi)BZbF2rRMI!A!&3D47u` zqF|O*10H7@WiV=8;0v=1oTMu(EHrA_b4z&*BHgsuLuk88^HQWvq!e2aEx*Hr#jKaA zS<}3dGE8M-SzF>Wn0)<^8qO`>0+e~u*)@Cf^5x4*Y=6`#&7j|vk};a8VZ?%H#*T}B zUr0G&(In+WyCHE4hNGMbifQ~0urcmhcm=~$tN(CGn$2R8HQw8bD#NPff0X>zRYLgT zKR%GA?zxM8eWlR~(#^1Ev95L3L~x1S-h?0b(pxUo@?v#_pmN2#&!IF(*2ZTSTCsEv z(qG}9>&q;h=pBu8jE%XLE;&0on;v7`xJ8K3=Ke{VUGE>(cT7HWo6|zZ{Dyav_7i+2A0OdkK9ta$3OYw_DFBKTsfmO_`d zOuM#=2BMWE-u?9jPWyRzdCNgjgZh2>_*m1?_$T@KXH?f+n*7nIz*re{WfaUuhTBLGCbnQ@vc)&|YcFfcI0Z9d2fGL)oC>?14m0i>{~ zn&`QJt`nQH1R^|1eLv%<7R>XmB4FE3&Sy7k4V%>VC8}Eo&%NT{M~ejVZmi1ZH#FnsK6LbA}RRja;~1*!c0^T&OpYq#9aoq8^| zAjXhIc1yT^e^y-C50#<3riKaZH8$`C0=A>CFFG$zDr)=zs_z zPmL_yzI{8sY=yYEI4Hn#o;~lazvNlVdG)ffu9iy~D$TN5L={d57MgVudXeSYn{>k* z>3dxV>s03P;!9s$TyqYmQzxg)tz!v5OzEko;C8Hz9XljCUHI^!SlsN-e<1XKBv=N% zD0FG5d_GW2M^E30qRlI9vlLNMw)<)6)y)SVls7f4#K9}_=w{rbuTMiE$En}ex-j%| zg$ksoCC$y3-QU#K?s;H6!@uK%M#7dOZe4HKDOEJ0Qb*sgg@%WxdG~*&g2AKPOpbI9 zjgLn}MMbIo*$1)?6`Os{nhToec&w*Je;Ey)V_;ofj(W+}ESW{Wu*I=PvJ$Gaw;Vd= zicMC5;E+^ut=bQeS%?3G5(`y`TA zsap{r58OY%Lbdnwh)A!Vs41~)?UR3+>zkUi@lqYXf1k&~)wm01B;L63 zvZ{)1-!0`TFvCaVhyVVi9V%|(yEH%3EmSt0j)$?EJ57Xzvvf=bPfi>Gn7<8is<$b3 zEm(Qcp4e(0Ha3d7Cg+|er%J1ORm?=nxlxpa1fFTX-@K&7Gga`GmAMcg7%2|*62$Wg z92jO^DbU1-gWlusqA`9i=~YVu zPDgnogqAH^rux|VQ)PdbQqaB2*RL}=I5-@BdXnYh#f!b4bNIhMKOOP>^mr#y-?HV) z4gECAA=*(CDu+?OM%iF{yOr0k51KYdpr)XVgzj+tUjFUdYW#BM{<{|&mBkJ|I1j)X zWeItVmb!N!hmj(3;MtH6cd!&0&5~1RZP8Lr#((_u$;5fySZWc!uo0YT9em(A==(y~ zwu@NJ9{^Xq&5t(&8PkDH&3b4V-iwE;xmnZ?g@bc^={XH8tu&kgQ*is})|lHpBLT0} z+}xxTm6U}19{qi2`)XEYfB;Hb=NZ)-W&-s%W7Swd$>+{#=SA~$4 zA-8O%_5ymiB71Pq9ZgMIp4XdP?0f0!o+7$03U$`x(uc zuVX8J`I2^iZd!75bk65SB%~(P;|&AFZO=|^?Q6=70elyfmtVF2&Ylt2iol$-*x@W%VO{qIwuy(?U8i=#qI7G;4K(7B`mXYuYhakFs>`t9cDt`HfB2Dnz) zzZ|K6GKtaj$}uSr0Op+v z&^WlapZEsKby@&va?9bOV4!R0Uo<^+x3p{GB|3U~B9?Os>%=7~2Pj|>LXhMqCMRDs zG_cdq(1@DcV(A8bDlUsSA zjg37_+Kvbsb0Pb>i#+P~!6l3#V}uI7eCvZU!~;ccS(us^ikrcMwfpw%%Qk<^I5#)f zY2AShR)a`P$UcPcxf-6IlQj}DG8|Yv)srU+YXznc=349$J})nx5&7zjTRe|NHzWvSr<)!@9cBAH07z zKW3^)kc@yN^*Prv25Hy^wY|6X=?-)tR@TA-aEY#y`L?e~ z3*7tlk;vx|(RE#M07I+~S#BT>zedro2azLuczEVl7<|UoIrF z{@j^p8)zWTcc9)jc*`qj=tLMdhJsv|nBmz{;KYfb55tPsVskk9A6PuUcbN^bri}<; z-@SWxk?*h|Nor_CI>D}XCcfep>U+DTwp^BYJVt6H@v{tsNC5ZsqQ0JOc4~|>!LVwQ zbL_Xho!#ynJzd?)z7l?29|7|70%!fgVs;BOH#c9C_Y}4VpOEhlk(62|{q$s@Mjg|< zdCK_s_-mZXsz-?`{u6AlUvx_9{6}H~;dDJ+%g@gbO_0d1k%gD&ogPcN(w{GLcrFeafrzij9d35VWJp{*4_3YH& z_O7m_$BrEXgS}2%ocYCz7x=idw{BS`kA;VYy}*u%?7eyETCmGd`-^K^9aza?qE`F> zP=VP6aCP)xi^ZKit3bL{06t@JBXV;k6}(O2L(a{lVq4H7Hp9p4pt{W3x#l9ZHGITB}8H>ioBk#4<=vsdolzc1IjVvT~av%NFPE8r#p9(vo#RIt_U{ryZw zjvPs>yG5_8vPE1}bQumq{f7@{%gR*Hle$m;bMYUC8}X6-1&ztm;{z|inxQGba$gA? zYX!Q6e7hPRLg^B;k4)n>@J&9;A@+$&3lFxT9I{3pejwZI5j|-n%EV|!O;GfpN^fq;Ym7l{?JEm$9PVuz>kz3 z8KUdqA%mr7eC|@!3i5#@CG<;lXg!R4JWGqCxi_bwbuoQ-?zwSb(=4tDR|7AqL(H~YYNabBEG|= zS=PN6-X|TG!LF{joq(Ga5l6#QNmBx#~7 zDk|Eh@bN?Xe88KL$AvyfGO4y}66e&)-5|6uMb{JuMinejd2-Of9q(E>}!a#*Qt7PTqNNjr~LjvW?xwTVT7gtB2?^?mX z{rDTtTlh=ft@g|~Etf7|PBS=g(efp;2DGoTJPMtW7 zhss80ljUdk71|0qT3Td6f`9<8NSOdW;_ zile`-t}RP^#KIM-hc@5|F?){oePTksAm%_q3PZoe&r!tsny?nX5L{%OD_D#AO2z@{Gjv^M&egt*InZ*BU1MXkp|P`xdch`f@P#W0L@5)k|{XRYX0+I z*~|zNv9V%NNWSxEA}cyEHC6HXGta>XhtFhXZNf|X$vQVKBdP-q|It9F*yQAk(EG}< zk7%e2cFSe&zspKs%7Y_Mb)PknCBmYid0ma4-&hDw8zbp7Nuds!pX2D~nw8o8z25~G zWnyA@!@u8OLmne2$N|VHs*nc_(b46` zBWp+znzbw_2&jNd_XfyCDX5oG6pQ~{!2HCI7-~dWoA`Cs2rV_ zP=&sc5eMs9eg2ubN1WNra zm2g&}0kxwI$LX+z1(-O;!60TdJ{BAt6E3;hSsBI2Q3IACdSb%2_=LOYrs(%iAziY+ zy|Cz(*k*wYV1S(ioe(wH&}*1qBcE0U)6mAfC}m++co45Yq~dDhedtl@_CfUq;C|NY(tOk6dt z;q#}N8+^+Ce+K8)ET)F=#dSEh6zB(RCxxBS*}FG9KVKTOpdq?gn12ck)JDPjxdDq7ku5G1jpkg9?42rgxkfc!Y@};!zkQI)#j!i2O_6SArr}=TFX?~i~ z^x%gKCL+Rpx_{6XfVZ=wo!Cc^H)trF_e)=1y?)IA%%X{|tDt}}DDMO`GqeCS(6WT| z;&rk)S#Bgt+tQ;;koFlkjFV%9sshj=LrwxD#5Xq!2K1sWT;T};w|NF!Be+u$ixVKb z!E?k(96Au@kmC4*2#aYpq5mx#7a|3K%4&XYmMHYV`No;MTv1Tj7{g?O;#QSR!D$N9 z?K%kw79@s{jEs!RDezq#PzZKmYQf6NDj1xtP3<*l5*LJ+b8HaIxTr2G+w$?_{(%wr zyCv590nuLD;VOVo5%F$wM^+^z3W44cu{O}4tC=D+Cl(K@Ug=&iInK1JEa2 z40Vzr9!HOEgexoZXFUvYT?y4TAn<1w?Hh99)6zK)2szX2BKeu}|xtP(w+@z>)Lk&Z*-(v4g#Y z=T1zP-JBF=YwI&;u|*FLqOiDiRxZa#g8BoC->|=vHVzbJ_|>adE5^7r5Lck2&SH6f zpn!2)38cB@@Fx)affnyzd(eHH$_jX^tx@Sgef&Ug&Aa{hHMycgrlyfKb4WdT4P zmrNS6>xfxBKI+^#S}LpjjxPQe8iK7j(Gl24QE%5r#l^)&bsN8f4#Ey{B^&JdZgI>+ z{?y1u)aVG5%Z}e)AIU^Gw_#s@{rUxD6{5P1ZQl3vY1&}l@P2TK0gshkTwH2z%5#!P zK@<^E7mY^bVAP2Z=}{Wbv7e!6g*Be1y?qT42pr9&Yu8LuJlAnClHyGCIymg#{7oK2 z<)Xb5@Gd$YGbmZAE^h;#3t<8Uy%@e$9V~}XwX>7ci|^kBi24WxoypkM{l#fATNN$0 z;5ls2;Ah%t+HO#(ecsvm6{XL}uiz#6^L^4e!d}0AEz~prE*iC4Noj}RDtsyyY>VHEvBMl)iWq!AHQwr(hVz$`5a>uEIysyYo8O2oF>5*mU`TaM@@{VM zKx)nCm)NU&JaX^u-7n72GPwO|-bPfFj*bp!#lZ;)2TNCMm~UR&0bOYquw_+_kf7jY zeYh-iG&x<)I~o4$r}ISD1;IuR`wbWQP^(W{z~dQY*ZkvOWr%u@rHJ)CdKpNL7!2;2 zY$m6r+eKerUlV7Ed}Fq0{t~>=yC?p>zH*pj5ziM#R#KUp*Z}KZhF>1gM=%)Gm*2h} zwl8`HLIwF4BAobN_r1kQa_&n8+sYO+-lIq39R6pR2xoDNTg(_FO^`E;=v{9ro!;Ko z_7YCik>hn(J85Fsu^!2_EF&{eC=PTOju{?7R>|tw@A|EX9pDF|=gd0y(vd!PLSy42 ziDM+IZX8U^(BHo=!9;eK1O>vDg?>~5BUVTww+8>v0c#VV79mfebVsgLx_a}bcyefM zYwMB2${@=3B`cl*<)~3~pv!M7<{D4}hhe)t-de(q!@!;U6t4(B%@PDdW6q)R`>)M8 z;QO6L_0163Ply}96}tzU-$bwiFlxf*=U~s2KlYhnH0#)st+QumXKjP;NO})^GaGma zDY*(vb>4|q1wgyy|Ni~MsF4Pi`Rv)V28GAXvMtLjeilwDbyfqxqFJhaGC(8;{{)Dz=jVq82#gM7nflWFnU)LAy=W9tepOqXHAQ0aTbvN1rBV?!sk;dI% z{ky3WB!K3){?n&05OhElL~s(7JuJ6*GZSc+i2Qu_gq90sA0&>V8ymZup~!6rc)9h?q8JFlHIo0&lqkT?1=+1hiXDQp~$?gtm9?6nHVg( zcw<|DGD``5RBM#HfU&J!?!*DKb?ep{m}xOd6kc-U_Q|x4`4Lu^CgbR54(=xjXcE-m zr1iRAJ;mFsGn^O$az?fel;kkfoju8lW~qNLfQkVMcm|AgBtEXjc7-J;3qU`}8Mu>a z0^5O*{XWUvy1(59&gvkILX8`qne^o4<4eP_fvqEE;sz7Gr6MJZ=6X!NpqMgtJbBRb zi6@>b1eCzUSZ`u4N`xl1G3OHQaJhTh8{$mnimCvX`IFk*=cw<05Tw-YIE+36${S`CfSFu|QScS7F;-<^7^;-*I{ z*mp1!+NfBaot=z10wB{?EkKt0V)VQXU4Ls^@YKczu+J>cQQnMuvXuQ@m&DX^Mn)r_ zD~#!H!X5RmT)7g0v`)2qvLT>U$%M`5!)-5q|Lf*W+1(9IXQQ$y98rV{0|1@?bRFuf zVoGd@sy+ZW9y$S;8uTn$hxdN2JP1&!4oQ`y&fdPhiVq(+0I@2GZ2}~*UfitA#M`OZ zySIfgOAEXL<$os*b1FtOpu&(Y2FI~_T+VJ5%y;19y|HKutVg=u5=aD?1`awD+2{v) zLzx<~e1yh9as?KrHgDbxrh@Ze82_tOhqEGDrv4j*2P7A*o0*%qm60+!vXZh({+ zp#C4oEWMxZuY|NQ4Emo)-XQx4xrcWZI@o#&oJZ_r)hj#*8y{aZv>m)GE#(G%pX4yu zV9K#*NB>!j_kGgqG}NQG`nvb-*%Jy?7=X0lk;A?(&CQ(v+=Nephwm&lTgPQ9df|zQ zi4=5Zpl{jW_d+gbx(V!r4mB7=;Iz4_^T`F|AJfE92E`0NG!! zQ!fe{EIIbX=>}MS0Zs^Am!_vau8EeiZ;k;}M4mri32T@X8h`iaAa$S;&CsBACsf1X zKse@L3V4BhkPj)!(P`GzEmyGaOT1=c|511xi6l+DJ&@M)vagH@T^1+q2_GNr0|$7( z$)pP_ynnvd+d|}eibe#P0D2ZU%U9mBV-E!bLWr;L9vlPrq4r(wljY^Aq_QA7G7sho zfZH1y>QILkOgk~dQiE?V`?HG;qa7)mXr|2f@I9EF*RZLkhh0@n6efP@nh+rIe+41gO{!X+y>is%>i=ETUbF;)3JT^nW~i<bi$D-omP5%CLLJBIU=qlh| zdKNSkO#>qbOPawBji5ZsX6=*c zDK_>D6zmij%nD28j05g7axG6S)Ff&>;ozcKGTv3u{{_nxMY0S`Xx zJF}dL=_Srz1N>RIEketA7C$3xU&}ju3}pr|a1{n9uJ*T)yqp&>eG;@7E%AVX+9lp1 zh$E>;QIOzoYfPFwvhRSzOA;+1>tQd89`pt<-3%~wr_r4!6s<6of|?@JG!J2xBbUsV z;p=+7-k;6@hd@g?H)gJXycg5-05+X66tO1{mtf{m*MHUR+qXktGSD4$ysvA~6qTt2 zh{dbuo9CNmOOf)Ad?4}HV*1;OZ$&il0TPcFG&>H?d)q+%pwe*6Ysn5POvdYa5#zd% zh(2pQxbo5rFj>*G_Z)5V!9t|q4LE3wc#wz4dxGOr$0DM+CGI66M`3lZh`HL>oJGfI z1;Yfot!utTKFBA-X#WYKAz&X9()2eXky1k>zBK?T$nNG)YuoWw|uzy zL1S^WzVc-pw45jqCxnR2GX)jgfAx8i`bM=WvT|>UO$=Sf6Tv< z8`*(RY5~oAMPW0QK$DTnQ2@P23L?G?bcA#FAFamc^I~Qgc3*91<}iwb>!-&p7dz@) z%nOf$&{{?i6V8z)>AmCPLV;9MpjpcKPvkXj=N2;##z@cP?b=F9GAD^(g_0JAQ7P^t zC0?;&kHFrL3v*z@Bw>YDcKcboidc5uUKWA_e8yP`)Cp)7eh^<|?B&aXfr>_fxT>KYesMY`9)dR_(WN7( zV=*CyX1zw~e!k5Alh#d;pZ2x5XPk8w>6hHoK!V755-bwA`iC?h=n|~}ztIkeTb4r0 z7%c}|u~~ZKsme%pay1Va_fX`S3K;TmX5q;}lX#P3c3 z{D2Eq5#24!SJ3&m$5eZ~_kb)wEVJ+9#eE-)6h!yp#@kH_U?=gT!)*O$FZU?0KYm?R zrP&t%KQuSh}wRkm*^3j}{VSLy7mXu>Q}VK2?ED!i71(SXrLtN?W+wh;#^0E@e}>j0o5r0g?9h z;4CMdzd}$OLin~k&)ZE za|4<*EGJCfA!;rBe0&vvK@a|J;2W6jddr#R4MmLj40$;$U|^=^nUX9&z;=T`gASK& zaM~_*T;Xl5QkvaJfp+YyW3_kM;&oeXkz|@K-GPZc;krcNJ4*k$Gic`pEAacI=}!)W zCB?-r-~}TZ5zMDd#<}2$sL3VwWC*tdV)6&Lt=B--S4)24gt4kl?Us3n8P0W^Htqgd z@7ge1kd``#2AZR$>_Dj$jCqW>jHnX2N1j8S04_o?>j=Pz3mKvHNV)}1<~I76BL7Jl zJUniqf|Ul+x?@}Eb6+!v_UKGSJh?EjDGrXoL`MC|v!=IY*Dn6q=Ml52RzS`Bn)n!XQh>ODgcVMf}}*OTELE1UCltDlBNQ=Z>CSPtDIM;c-I&D33$mL-^Gay1A(FAsQIc6qon3EG^|iEl1*n!+X~=7)F`M z$a+=65_vvdBT(y1dN|7U_vOqzKb83C+vNNg-SCJGr&M@5bz2#CPYYLC4?Yq zKnkpb!v?G*Y$tH4zCaDyFjm_>BjBEqn;V0E}ye1+3xttth`T5EHs*Q&QHQ=apW9e85rn9v7UQ#hjZB z;a9r3<+Y38l#_pHLGMN*|_6Pn}b z8=a?*VpI847jLqe*!MNlN_I%h}rlzy+7&LfFXS`HQ-RmN7=Xy^WaS{+i(-@Kd0lTf7cOMtz zb)s@2ui17~gz?II94%EUvP9cJZtfu09ITf2Sc)$uvcufmv}@Manlp7s7`cWDcHRsQaF(9`6k%& z8q$~3__ zJvR6i!^c4I9xGh7^pV@1;5-`WmiR?RLJ*#SaTZw)_g4yQet+b%N^^Maw;2oxjAe}Bt@vZwV{vlPJ0auCKf4a(f2bA)t z(>1tkrtve6$pYjtTCdMsFR{7bR>7e|SdfK`xO?w7)3|Q@`MBnq1tVS7vj4f{!BBd^ zU75b*e|?fwTm%9b()>qEJW@q{{8N+aVnPeX0X^BZGXR97gp#ff3SBUIVDBC0B6X>S52JI! z?G;Y=rLDhLrDS!H$_o}P96v;aS-6S7-WmHmip*TP_?p2bv|jdwY}#vuH|*5T-1ApR zN_D?sA+4P9Mlw=>x)e zU2+q}+ue&-Lzo6_V85R$%q6O`RrSgp=^Z-~mhnwZO%Wmk^f_)&e4TqD2(t!+>`7IC z#}i1A8B!%sb}HxsXux+WTqNHFLRmzlS~)poxjlc#%)gx(9i3xKVNP|6`K8&+d*3U* z`1t!P2F^`76dXsw!Yz-`C&-*Fyv?0J6-M2b@P%Ww$bD)=y7uz+UKnOY!b5Y1R?f+3 zxum2dC}r+mx!s=2Le;EalvN8~g-{_twL@2NKCvA4YvQ_$IS-zJwbv70WEAGBxlp_* zSyumN%DTy6(Yre$J`H4y$^RGd;3Kg!P#ZUHL>{3fb}zul^XT=ui)Z25l!D;~P1|kE zZh5SEjdW8F{_@)O>oyB_?E%*icM5V6ctg$9L5#a8kxNlh@84$vr-K}z^+3T6wm2qe zju&Bb?fLpK>w)b7ljmXHd*B1YZ_zaux|~BICN_TTJX#+q;2>g19_?@1cQ_CuTc#ym zn|}ZP4c9(}4?T<-L^O#ZiHWPojWbABHQ9O?cx!0L*NC}ZPc$QGjbrObpuJ0rqPhOa z?MexkR;02=*D?fU7?P?L`lHTnbbUkuhG%XVU=p3^5$6_=pw=(|$U!6}epH3<^XHif z2|heLOzy-0g#+BWA7XGwPEJm(fR4$42oNg9X~`v{Rn|FD>IEei%}mDbrAeH6ORnw1 zAeo+c419XXmn2`NH9d`6^q%u$~;cAY2gHna}yPX|lYt*laNOK_)L0vyw;-$QJP zTd`B5L;C zlw-%$rR0Joqu1)13=4^3;fgF=cgDEeVm%)PQ6>d$9#AK`;+D_-wvj`Rs7b|QFn;m@ z`9u+KV#a4oj_gj`WBt1aIP*(sz)p-xZ625uJKm>YZ}RDWbfKu2m>455kDwFyHt2nd z&O^*%f*-`k<^L`v%3^CpQoy0)cpgRNq36}m)FiXlqK68zD@(wXsX>#x$1nx-0r*q> zr1bxdpDEa5to3Pnx2|r*K9$)}`~=1j1uS#aO&Yyx@7+7d?J{|ta1H=TD7&vvlie^& z3;0Of_#Q4n042B_^##PX0fj8bg@jkVa0LoZ68PD;1bSR z!dqkoBnp?(Tpuh7rBzTwNM|Q*ny31|Pcn6ubTLacgtw~hk75@PU~T`aRA))gOYy?T zdlIhj;}43F5Mdt>Kzpr?DVxUD)zulG7vL|0b%flUng>kj)&H3VhPfSqQ@`#iKGEB~ zdlw)Y8UF>p+9SVp2lv{A3k7@U7b-xL!YfBJv$eQDfjcN|Iu)Le6}V^w96CS*0}jSZ zu=#l~gkNpi)R)0Eb~JEzK`pK!$(Y7*r~q;xqc?EciZ%@`F?cO~|DlCRfu;rS6@b15 zB+p-;wO?eQevXv5}5u15ve%CAV{^n(@~ICIi|F=eQbnD_Q_Lcer4(ykU+aH=$wQJO2E+05X&( zbBmY)8A-^jBr^QYaCX$dHI=GG%O#%1{|9O_Cx?N6JJkI1P62?7I9AN>wgqZlm7VQPw!>sQA?RJCLi@FryAR53BJ z%j?ZH7f75ejM;FHm<=F`fKcJL1kPes(D4Abx3t@H zPGZcJBWRR}LIR%S0eFYuAVM-Q9R)M)8;x_|9*~Pc5`An;PDt)|W20-fw)`W1&F`a< zl|^I@#k_ho<5TZ-{s<*vsOY41UVIaWm`Y&=BV-@Q>e0dbRkQ;q$Jv3vVm8LdXF;6@ zkZ=*OGpVfW&un}|S~@hnD&PTeB?;@K>XZ&G(K0GMsQY3?ANmqd1kpx3p&#kv!-mm! zZ)d$Ql9Uo&%A$Pq1|V+SJ!9mZXyPti2aWB&Fw_Bsfd7wJr)(SC4?(;X0Gb$EVh0iyZXCG3 zjv~qTyOx|T43b8rCdVf$F!h_qJ4I3riO=~{uBz?dm1M>>b!r|2fX@>$z$8M&7?ZF` z^aq(g|4u|%jA?juHmA?_(cd{{&IsO{xGqxWt>&zza3ko?GPkDR81?rN|1pLZB9?4B zLS?V^{ZYTv8eho|rvs!36&fXNpjgy=7(uROF~0B4rY3S+IyLG~sj_(vDONbxHf?>(8T=U3)Q4m-$gWiq1){)Ok_@hzqS zjSuE8nGv$m#&`Yr73d{Ux7_WfM)5Mhhf!ua*wK&xu<(xyG0LjYLFJ_SrxE#Cceo+7 zK|kDdsbDzKVhW(k16If@AP~{30B#TA`Otcu3Gn&!A7!yIa)$JGSxn$S!}xsf8m}`n zqXd@Xaz+_tZ6InhdO9*yAomLTN04Nnp)531CniyTKS9)(@V@APqRWG3!K`T$sbauj>MigLqPHs)8^~G7fcw04TiB z_C|e^w*;*EfT*k@z#UU&@{Pw7P8m29X4^c`-N4#F^jeGw<0NEQk~9%aJ2a52y$81f z_4bp3f>_18s3{!jVjDn=0j1z62G5vr-ocy)shor*c*2{}Zxh*+3Te=-$oP!ZjD(^Q z`3{gW)TvQ12SpZyO;_V%mqEuSegm12C?llGK$pZ|m}h?E`%V=d;>M8z9_21I6AY=K z$&P=l(7s^!I}mCxCKtg7;6G%8g^Ayg>MnzJ@Dv3-awhz;Um$-!bnG!B{G9}%h)&#R zj)E7-_0v42@r*kOcY!}xI3jvC9dk9(K4FL%;xi!AB`H>W{|pvB`Q!m9e2%0}zV1xO zNDa0~;c_~_<1f?3E zY_<`+>35(tZc5t$E-~3jBmFkw!BMt_LBRjRW+ixPRQ}>cYcOqss*YC0iHiGs_z)^f-uYj;O#KS%E=UzDPEv#|$FK>5`sn^`70Rs%J(%%RjYSwR%{UShZL$$cknC|G zCL9HYl`v);%ckrl=(SJ&ao7~+Q~;kA^MywGva2m;3=j6~3atDN1ho{;4f=!J_wQ%o ziRD3mxhUVgV=av270?Y$gp>@dHX=R!8Tm&1_>DCH+ixsqL-ZqJDJJVAo)08;?+g59 zoXUwf=y(@TaJ2zfDJm)bW3ls7U)oOeRhTc)D36Fi0O9kYe z#0ogK6lE|PUhhK;~ouUB`XjU6@p#1q5398Zk8Eds=# z?_ooE6tjNCNCH^lpH6Sf%FHAuE++T$>+6gBQ(>S{>`V$orUWJq(Y83P*Ov6eeHJLs z=CBR%hJyrzY9{EUNx5v4>2T-T(2O4^pr!hVi99M~zL7Xb43JpG%H=kR4e_P|2M+RHD$n-5@^)6RX{L06`E&a|6qbmOBN3K!-#1nv$2O*SQW4R!+@iP*rmS8oyAN1MUsO zAYS_$h#CAq+NhA}lBmme_9C7V)u9jeKUo{SYOQUsH|jYN%v`_#gDdl9Q0qWFU;{!A zdxvnv-@1J#Q0{Xf)Q(Qg!KHy>fb@zeu0E~AoS3ca7q?U?uXRIDfIi4dyC3h|aqrZw zUL0a>?T3DTI%iYFaAdZ^wY%%rL(zpnH^wn_qKDzw8?6Y4f!x5L)P4d+0l;p*Jso&1 zlv|+IhIex&Eiv7cV;mcSJm}h@hYYiv zNJXZMUI>TN8;#@l4ST%%H2uJ{{0Mdj=w6n0Dl~5Zj4grd6;ZyCxWoek_xfWBGzgyF z^a5&~-7-*BoG6t?kw0xqZw3M3X@cc!hqTm-v)NlQSY52BG|BBgSZ7+tq ztKI^SUfJ0^o`t}xF2y}%$`(YU1JH3H!9GR!#s4uZR4coieyX^(A^|X=$NTwjb8GHu z3Q#G4+Z*@$^g)oY{_nOpN-0)i#R|>laM66nI$`4&m^2cOM}}LdMy5aeDWIvJ z7Xerf$B#zv%Z#(1189cw!V~Y3nh`QE8nrhbKc2jG$QfXG;OjCP=R-cRa_cev&1x6T z0d5aJMBQus$K^kxv#c~c?6cfFSRzz&4KIb|V*Xw{`)Od15?R%CWSG!21XO8F48F!= zhRyeLL#!56OW3g!_!T=JoR8q2;N=4xbggLcR|$Tu2&Y*(?TEMx3$Jxa((S0*5M)f- zwS6&|0el`SFNk0e1*8hsN)F8L6~LI3V!8W2eE->0^65jlv%;ZiMP0Xl7tG&$#;dUn z6$L3NVK?s4c_bB{X*gmJp%U?U1oG~91{iX_$rD2yG{jmcREnZ&vYsX@Tjl zg;1b6#u3o1dn5Llp#Fx8&*)D1-H8YanS_F}zU_%`>XW*nek$W>rJ3$7$aN?@fGdY5 zDHyeLho&571obcBW30gQ%y70p>t@2+?DX4`2zuR#si|A>H&AcWUGtcfj#~d5Vk-6e zaK!VgULzx;{pF;-l|j}*JLy`J*ylCnw;^p`XrQOHeE-MQmVn* zn4}Y<{R9De+N@bijbH_S7GLo$=9OAm7jWG^)v22jt%GPuKxGLPhXk-Uwg!V&IIg%K zwv(RRwm}$A6SQ)-^6vkdI)D28V>ADH;g}8afCye6ZN`r!$0RCw>gtR#<$iX3M?|?K zym21UUsF@+jvgV}3TQYu&{6_*B6%boT zD4as5Kokz-bJ0ge02io|DMytIzQei`pT?7YAuw6b8jU$ogPusl>j30jKydZC_>iX8 zkoD0>G(F)07AUO6_$p5P>p>wjLj(6n9)wxMUFcX^z{*EVy?`S`f)$F-xU@7RK7-(g z$41`n#QD{`;TwTc3rm33{c+A|#0-`Uvq`-VKo=gIKw~M+BkMfF#F%seC@~J8%2L}k zaZv(3EcG*ZIZu#|yFek%&x%7%!3dh2Ce&4rIKWPUrPEvj&uvGJy1;&K+MGF(508TT z`Dr8s7*4-E@+1#~{9M#?LN`sh7hi+QS&{~JtXZl&x0&LF1NO(DAE5O>oc( zQ}vG^B>ceNA<@BujN<5!$TwscOD*`-t8HMbo1k)-xqN@FUV$~92XKfyLO`Jp>*pDK z$uBRw`Lg1C7I=>a&9z#e<<(7ps^IPrA?}|G7dXhC4W%tgaoT)^5Ydl^tO3-An2(^+ zYU(5dYPmGVsFRuIr!fW+=>!*Z7klAi;*-NN$Y`6??y0857Z-C+oqADm{*r61mD=z4 z+JXAPnixcAa{pXeAO|Kavd9*^?DZM;3h&_|ylC232YKDiWS7j5Ffd|iE8So^Dp;D( z4G5_i_YsD4nlPm2#htnnFzwa0+tmw}61udDazNS3x;iLV@tLE`_gf>ma}M)!Zgib z?HOUvvUsCpx`Y3B=xy;SA3&88ikssAXRe30G_PRM#9bKoJb$`v_T8HSz`-DIl8gQp z+ycz{6RbRGRR}FdAOHh}M{aZT(^^=CLrOyqE~Nj`(NV`rfU9Gp*S$|ShI-$gls`*c zIGv3!s<3NYOyx^auRx0Y6kk6yHkKAGkh>CzG!QT8e*whu5rY8$+8R2^YN!Bnk>{Wb zB@r#0sdCY$qMCW~!b`BH_6Lox00)DGHs0CUnI1WYsN2-l3+!cqm|bGpZPri02>9Te zw4d(kMY>;>!+aKx!%s#0^z(`UBFq8Mp-!8jNgMg1VT2VEuXY5jTq@j zEqN$50hEz}6b25e78z*Z$#sj0Y*d^iKA{|oN4gnp47JQ?kp-fxi2o^|M?P0BE4WkP zD?C_IxP4R$qkZ!GG(GJyxPZ_N5zP4kT>uO#E8Z^{2*Rl&D&JsrX{lzLPXT6>(f7p$ z)bRm9^pfYCJd>EAp~wQ*qQXYaHSFy0D&=>ED3BdkBT7MdMO;AO#ZNqecO2agGXml@ zLu%N7fBQb`^jfG(K7RS)hG2UT+7XL&LO>EDJ=oH9Or0IptkEH>5gDHth^hc2#5e~jpuR%`T1Rd zME?$kO5`sDZCJO7z;1#LG0a}ixVQQRjL$oB02Io_5y?r0kQ$zGCoV)x*r z$&-D>6JD)8@bAETsqGmpE2&GtEn(oSXFtOMUJjLj2cI)0GD*O3aBlL@&Mb1e1yIim zrO8u(BZxoeQc}88Zzf`CnCI*rJj9{ib|R+315z9UK|oR;B`G|4!bV9FF_d@CoJ-*0 zG$MEdZP#l*Te6l+@_N5j@u7ty`Yl7-7;qw$aYwQEO{CIArPBvuBO*`H92x#Pz$ywP zLxO@lkqGAlE<}Yw);mNe#UuWRlMcHi|FS&MHV*|Wse~&B2d=@e9PFHB zdV4k}Ow!S+I^Ka-b{88I$RryG_dlqWp*^*nW?>GS9P zs7eTXheD8K4$+g22^`to;RK86|1YxF^ULa$KbB$w3ebilHfE^!M4NC0po*>pRLK zA}GT>TwKF(b9A@;{Uw{@C+Y0o;~oqqHW-zYfh&>G1)Ak2AO{~Bc2|m7?9}~v61hq< zEmet;&(ra0Fh*J$C>cf;K^NXDp(pygYUq&o-V{lu0bRsN>mGpDPf&N$-YBe{LX|xU z-wLWM#h7mZZ!rixivog>a1_-q@U%-HG{GXu-C^JUCopc)mn8+b*QDzKSwND=yLdF} z_jBNVjY`ms_|71rpU0{RDjo^&1LScI$|(A`2*?d+K?wo_?!#Tan4v*56{%?64+1L0 zy3gn6ok3WioL0Q5%TeDF9Rd}QNh^l*Yj@i!5HqK>|l& ziN4{JgW!#zuz_N z^XOQb-wyB?6M47HA}r}#M+MFCuU10rGMdxK6$#PcAmZBScLqTbRlG;%4&NroCP3tv zkUcVdn#qNyWeL2;h!+S>?=<`Kb7bu%!%X7r#fuX#^jtyP<&Yg(HS%f z9^LywurP`~@@`d2oy4F%C+a*cQ~+aG8nNCJFNCD=CpYde!*qwd&p|04UH=(UFSr*L zRVW5UK;Oqt@lR{VhhoPXdmZ*I2f)cBk_rxADM%9ECG(;2 zzE-uK3Y8O}=0WE7{ZfJP59tInju_HVku9ol*MI45PF$ERXU=3kmy^fh5v>CP4Cjoi%M3iZ<1SK|#Bwh*=tb3)nNf7$?>AD27{E4y3f&5^Wo1N-j&WQl2QTIDkib zfuJD*+7Be|{n(L5lN~Vjw-q_}O7Xw@5G zi%QpqIkt=8D=_=9SyS(HcTmO3gn1SV7VLkOKbNhTRDmu#;>Yz$!}SZmmi9GR9Aq!{b3@{8iYBw!SZ z-KD2u(nPyI!wzexoC-}ONI0)ArXi|qjNg0(4(eCZM9n*E#^J&;4 z-uCu(9^@?I6Tvv|T#Vh#NL00c?FE&Uf;L|Y$yg6JFXG-V!G~}}!hDd%MS)*87vM7J zyjz3NPmrPP)`?PV;Yt=gYMg(tmy6gLM+!BPk+F(x3L(`Z0|G23$%U2Zb5qm4Lh=KG zvy4g0F$6&vVRSo7KZxQR&(I|Xt`A%x6#X?8c}%-V8N|dL0 zh_tk{R%Zsrsdy9~N~^XMjKQonqcE#Zh&P%8N?T+%fs+UTJff_-d&#%@6NHQ4gHbmG zdC=8g5xyIuBvmjs;YW&iio)#y^pFs~bD$)C(^In)DOg8m-+U6WqL-qY9I2woao2>d zUp4n>?2o+t#i{h;laiYDCSXRdUNnCY*lKh) z>0`XSu1~bZ34lcG)`#oczNOz>Yx0v+1t5-OxQk<*Ba$zF25G+Ugz6u!V+KYnb%fDuoLhR%2Z zyV~*!3e+QV)|t`{dcpzGjVR`G0-+nUnY!T2DdnJ zhRwhAb}=ws6GxzIWEz@z`sdC}NvPV$W2XPH_U3(7(}#AFLv?TzH&d7Ccn&VEgmRpD z(^G~t1cZwN<(1!!f+gUAfmpQ_93tAF;6W=RpUdCKKMB`J5FkjA>oNZ}xh#d|!)3{2 zHYi^}ra21pfhOy_AWE`ticrmtnyo&Bi%D{FvNmfkVmn?Cqc}K*9IrhH1>C0tIsco6 zhT`n>--4I-ix-OVM1ML1Mk<4XjpSS?#}@W@U0N2f)L@>*H^Znl`^^6hXa24EIY?u* z-@ZlQ2X4Y7%u9vEIlNZlBl?Lhh=Sw_nx>ROB1y?)#n|G_PpHGla1Wpo&EV5Q(zdE- z`yM&T`Xc#3Wpe@0C4zY9`BRvI_CFLuTp(=w(O=VOP+Q*;uMnUY6_O43Vc>f{LuqkH zA^!0H2sD2esll)xNBso^)}**17zw2ucEtEpf63I;yGgFx7_Ol$;Y06xecj~sva*d> zpm9Cp7+8i-6L4ZkOHNKSZi(L~D{1(+D|XdQ*QLvs^Mcniy#P@A;^7ehtLlT&bLY&V zCYZLs;6oDRfC}az_yd@27+H+aXawmR&aVP#HQ|^33HF9wk_i!R^s8))&Yt|j(|-d0 zM!}f=xn$ajdSEN4DoD_}vmStuqs;$@MlF>1zWXrN8QM5_)c8hJkx zP*hyJtF~zADO6%4r@(|005U7Vzy80}0A8Ir($f6$f}4Ft;p2titBLwcbO%Q~IvwUZ z&?<%kHCv-|A+}oe{rLzB#NEK*z;Z@?li+paBMuD%+0SrUH3L?#GLp34iZr|)>UdkQ1?Gy9|NUih{1OG)YI zrt)b%22120-Y`!;1)@Xn*aA9-z7@MI((YWDLDHRR(U;3a(xG;Qv~C62CgM&NU-f2Et zuo0QWQNpWEF8^tG|L;2PX+AMaop<#@sKLfSZ%QLS{4Ml*oJ4>EAB6PIV7qw$G9$g4 zxaD$yPxC0P+096Quv~kvSOCD~7dUrm+Vi=)cSpSX?VE4b%*jF-(155*i>H9dAw7^H z0hc=rIu!C00@kIiv+v=Hsx*&nbIErYYwlYK2fVvvl`QD2n%&7&X*xn-HhOa~l)(!m zR}NH6Fux@KJd(P=f0cY7xLg$_Xdivc-aizrFgfUmG*3jP@D4?wjUW73@A~OLJn zPcJ6&s>){1GLZqiE{>S@PoCUStl^vH(>?0U6=|{M@sDo4l{U2T**(f!V}pw9`t<@W z?5Ipq%CLqUe{K;>N8hRq+^DUab2vC+|H-e9Mkf~G-+iZ)!me!a>LwNK=d^_Qh=Ho` z4vAKY%(-J{>s*c!#xMG3S+yYFoUkUzWTR*Vix|JyEur1+=HO*9xKn zEDW4G>*m>|Rt4g7iNgv;?(L*}k_$401`=-&=$*YVv3#0u=E z5%>`aFU~97(Vm6t5BxGF-D1H&&W{dx1<$tOk^a**A|j&Wr%$XreoQkt+Ia;Xu~>LI3qMdJ@I&bwfu)TAyIID znB@}^+*(j=wm!_8_ZFW_Ep?Wg<`-_y#?JHROw>Lzo)XD}91PR83bg5Auu}SZLPiW{ zcx^70>mfResOmsv&Ts?}DnkP74$O3d@mVqyyw>|>Fb(6`(hcRIy<-{{8F7~;WOjQ> z&hP?DI8@NcVG~9M0iyC3Px$!Kp*JP6-G*RWBastk-0+Z3l!NImfLGfkpWMM_!8ij>LXY-w||z~ zod6@J=u?5Q2*#~|ODcD{bo0^E7!2MsE=iPwQ@^)nlV(tz*fsiQLZbMr+xV=8kwA|+fp+f>n8}Y@9?`_GNJ-k3#dgnD?fB!FyYRnD4J>yR0`z+w# z*tToxW!;>V%ksaLj5iMr{&<>;acxcxZixZuAR6;2JkhRkt2oS6#UHAN91gbsZ9}d| zjK+wAluF3D6H3C)y*|+FO2{w9*QS2}=FvL(-B#>n`AZi)9eSU;B-P^T=+|?>*K_Hs z&|3{(S^)t89j8KoC1g^Y1?o>-x+K%jlgMdq_K}lehM(hgT;HXjX=r#WKC?St&ASyC zFFgP7IKGYk{P};6)EWAtsJz>7Ig|4s0p15ll75zsf4nng3*EHv-=9!uDMAC<0qn5S0Trxu1*TT?4;7%z(hC=oG@f9ty1};YUgyqz zl0&kHdrZG9-ZvDAZGeoO+M*-1tIEIt9!kReA-?8VMiEXji}UqlHiK)`D&t!(e3UAe z5oOUqng7~E+uxzqHy|Jq`kYoEzUgf-vAuK~fyerZMnpz_tsfaq%^v!(HyP&`Ji}y+ ze?DF=ShEcf*0pe4Fk!uMxq^k$Lzmf0=BP+L9XF|j=?@;4+sWbhRRw|(gB+JEz$%f} z*}t}U%m2_19CAAlg@KS$XVy==35`kkIIZeEdx@V$HOUk;k}FxCOYL2G{Vw z)nNbK3LAmS$Pkwp@CQ`2u*4fy-qD~@Rz``9XM|R+8s8F-@}+IN&%WZ?5~UqNj>9jf z(u0xFHk$p0r}MxK{svck#JP#bf4UzFuX?suyT!+jgH6c%J$=-AM=KKmTK;LLZXK98 z@T=Ih18-F^>u?G#W|0y*|C|OFb7Td4q&J8dz*<3t+LxS1X6twuK6Lc^f@ZPHBpzpH z7;XHSbcDY2#w)VDfWkM_TF-RDy7DkI)|N0opwm#k_wQ*?ly6Ap%|cNPOm7>Ij|voM zd(A=)%uI(FZ4$iu_u1Fl4t&18D-*#bDqvzsQyWaN8J5#i9JH9&c&(EsA9;Ft+4dBz zmB6Vli&&=j^Mj4|Fy0_sjt&1--J<|Buy0hcM;v9>lG zPZnl1s$k2O@T~n13a^?tK{Mo(Jk;!L5iMXg_MTE7D$)-NzHS|a|j z5(Zags7Bx^_?YvU`X? zg~Pp6R5W~zGzZi7&n!f;J(4qaWT!`qwwBD2pf{MiW8TFU(CM^YyF=##nct;nJjVZ?`K*!GxoCAI==7@98TJWV+d*T9L$gapyTSepb5H5- zTar=4H%Gg@2qJjEZEdv~sf4X0WDlsp)pDozGI8-T_~Az*y|%T*Cg@^vkOXcY2$&9r za?A~mzgeea&N=2n@1P(teW=gR&mRsmyVcfphNzA6i;MM;mH>~K zCRQDq>4urQ?a0v2ujtKnQPyPrauhm`ZJ(->Z6~yGk2{s-G_geS+{>T*%y9e`k!oP{ z+y;Pr6^8o{f(Nh}JGP>ZZ^!(1HT(uIgUU>>ih0y;z7PG}F6-F(F5-QNX8Ad7QLPvB z9lnhz+?wz59C&kT?$XP|#I}OeQI1b3Fl$ycW+qOzYICQGg}N+P#yiO5UL*f|&y_2m z0}xNkH)KaLUG|%jPn1EwF+GS)#@uXD$u<6pbsDZhrCObx1(oG>K6C(C2HFyMTL=~$ z<`<)0o*md+Z+0woA#M}%IIpoPjV)IgxqGjb+i-GE(#{$F4q7g=#t!bZFt*&yW)n+X ztAb)zPvGwRU3}7lKYaA;1dFJ!v$zpjQb+7(#a_R#Cax}|^GEY&j$u}Ba_3}O+>k;+ zz_Pm&R2LbzclBt>Vg+^A@D9O^>5WIeWRMRKxDAJWSi@T+qjagKw{H=K%N-08{22Qw<>yRx(Q>#IMkB^9|sZ-@LJ$?NsKqgBhB-DXywZSqO3X23dw53b(u>t}` z6xFqG@tqDS+7#8h7pkcOuu4q`&MKMo$TU_ioP(M4d~DILrSY;hVa;Z6{2l%nhB z>x)_35tJS8kXUr^*~`F3ps;~8S}GhI98}hUYogHf<%1RJJVs@_kKxO2$mNg12(g3zO*OhBY7UbAI1;`I%9_zV>ixjeORj zS@0U&aJ+%F*9w)Vacef-UrW*2dawoJuq$Z;bR}uF9b&-_WElJw)rl=2d1T;MaX*+g z6x6*4k0XQ48|m|kV?h?61Ra$6 z9~8D8Iuwq10(3bm@DyWExEjSyW&I39E6nfz%52-FV_$Tsp-`-)Ljnbl^H5(UMvPYr ztWdr7L4R)v+p1urcVEH%i-&2$5{y8g)uRNkwfSL9JJ{{FM5B?LjqdZZQt@+T{U361 zHO!?Xy9#*+76zJj8T-8Dy4~MSI+4F>vNHWw(N?_IAH9!^lCc44N8rlMP$L?EDTx&z zpT4KTn;`b-QzbY->fi(SnfNi8uM63NRG;H#78WCC<;}HUqM%@e&oR)t%hjN%qyrCx z;(ExLZVyb`Lvh+2o%SSDrQ62BkYxU|HN27Zdl`8>ER!a>gNbb7PVcw^b{3Y@mW6%`mmuChW=MYp%zlZ-~=Bs<4|f%1=d)= zaeoikC_kzvbZO%q+5$YLodVFX*f59{eO2;Tp2WDhTwX3XJNJGncMgrw_h` zbL;OaOx9ED9GmBIjCUB!n523?XJR?$SWaW)o>NYH)9CR+l)4U@!OU|VJh5o;VhbQ= z)fjHI3a;3yFm=+TQoyH}d&<3?Y^z}N0Y10UFjd{<(AGP?jG7 z8Nu_)l^-un2gl`njkH=4$_#xRFdsdd z@_Kje!}gJG)xOSgE839?0REQ0Phx*CW0gE>gRVx{6d%)sSwf$OJEcYw;TJ85(O6A^ z9R86p%d-2G+zz~2J~9$bG%+YnS+zFjVf2PuYHLjL)%gAe%}(uXe_0Q zAl5{we8Yz!S5y!9FkhNZxDUS#84joKKYC`IN~q1pU&ZONk4Cp(Br%aKTO!U;IKjHA zcnAZnD>xaQ1%Eq1jjwXS`bS}g5rowMVR!E)!&^eWw?x?jFv78%A-g!kG%WqYl(lvXms*qAKJ_fQHy-kXVC?#K+Jmd|F zrJ8U-B1cOQ8pf#N(N?a)VO^>O1&^V=1lJ0T> z@QD@jhb}sj=d-~1)cpGPVv*63Ux-UdhS|LmP(ygX-JSGyv1xys0io&mH*Z&1vRwW# zy^pgpI8Q`~70o+VIRPvapnv^uINZPCyg74E@$VbW^_^JCoOwfc{#~Ttbb7EFQV5vf zi8RY+N4+p96&~)I;9bLRzOIlrbWyASu^qk2b(@`o9fRrHvD8MZ|06SbdFOk*27bZSMW<8%DxrqE17{jVI#XH!aINRX2@||OC)kNF&YZ#3zCwBGLSm*3J zP(v*T3`3((pad;H@DFjiR4IGao$i#!Cd}4=oWTe{c%M%^VT3qQgXJyjl@^@2zx2ku zkAI)Xphup3X;VaacncQKS0411zXvLe(WXtNJ!wT|Z&4U*&FapVK%H_OiKT(ChCw$$ zp4+1xT#Mhbo>R_w%XvJlzP;YMWHXDi!FsHRmr|)eSs=9m2C_gaYQ()WfMgKZg*5SI zc7WB@{*UL~3MT`g;~v;ZQr@N@lug28ZAbOD518SihRlkQr&3Z)RrNcNnev5Z zTqV~ItqR|9@r~Y%nkNFIS7hXKGOtx)m9LMFX8Q>+LAQ%@_KPHPn75X#)Xkau+2#0X zfzrPWs0{KuzNk4USbp;o9lo1b)o1TREd&&RG)l>i@1f^dGWyp#5| za?Cn-pm|0FjC}g6*7%%&;?TbkLg=P03;aFMV2~nrK-<&vBbu$8%EW8F_D}AeOA}Nd z*-0HTYpsKo$qMFb;k3|2(K-%Shh@Sdf-Z6r62>&FHkw+B32-GUMS4>g&Yw4j*el{U zco>l|TK1dL!&&m+#v(=8Bx|Ajj(1H)?_ie@u;u!}FKcmClN1KKl$)BH3oMfTtH_Bn z>qoVv!9$Y^YnO57jz2RuG;WPDhhV!vN-Eb>f>xPa%gh;J7@pimd?dvQWp{AM^*-LP zj8EHw5>!o1tsC$C25Z)6qUyU?Y~yQexMEwzxzXDc1FSIzeF&sxf$)y0KvkmVo$)2e z5@+EfP@}FDiQ`**7jDj9XH_A*_Vc>-QJ4vLzT&%qJ8hL*4Kz0y(wh86>aS5h1Jh$o z4P1)vIFVc1{pPdOMU=r9!^R3^;9rk04$%Zg`Tk}AM+3XrjrlCl(rZFj%fWq@v+0PuOKfEOQ419Ajbz_H z4tISDUt>_d*;@XYigbDvYkLqFKylDLaNthr&I!4BV`s|P%=mb^H=PK^7%w&$i5}#N zaHRCpUwxS~&nL4DM8u^H^!OWQ>Q0W(D}Oq8{DnoC zKX%Hn20Z?bJeU}b#^4qJfi35zDrjIr29vK-0Iyo$bEk(|I7?HQW$^FYXDXsJ-C;HG z2q{{+wM_5`%*WKq3YO*E$7K3zO3krY#|w9e5aiz|{= z#f7^!o$z?7{Ey57^`yl=ymSiOd5r@mFn#_nj-L|Ap!R}}G=&#TM0~64fp1wNG&_Bb zOFf1EemX+Kb-JLSn5vq(de4bP=I(?UznM|hJ3M@*_Vf->9J0*NR~B!-h0DaL$xFt@ zeX7iCQ1n{dds*k{`(Q2}yOH{1qj1!`U6Mc0Z<+&}5df$u-&441K%QqKjJ-W?_Byxry|4qjBfT!pElnwE`Oxs3p6&HTGZ&qwkN&fAsWbJ8; z%=Xn>rBJ$YO`d#eAkXBXcKXI8Q7;R2vmZZOH7@DYky)`52G-cba-wNrDo)tWw0AT% z{p^%BoiTrJ;cF&;>wQh59bS*|bpuUJLgz zgEOXoZEhZgoy~UuveF2snlnn`-zvRfv&-zToc>STS>IpI-rzF$n0D-9;1CN%Vs+wS zZ+M|Z(| zcOu)FT;pF>?%93s_WA_}$HNX$6H?h|fSC6%y3wYf7oXlH4ku|<5JIC$j-ehxvE@s@ zm}V)2(_`@sjjXI{({-S??Ryf*c19Q_pkl}7b~!b~0Aurc@1l0ru(5K0H`Yd|3)+H~ z{qzSI?X9oHLVQJ?QA3*kp!x(rt*3`asrs@k?R0spp~G*u2kfXXHD_qYqD8@3*T*~L z)BGsjb5iO3O`2Q}aMVKMd0OT)X=a?=7nWr>iIF*qCl>o@qVQ!QzoDX|2;ibe;3&y8 zY0}cf1W2WXV9*Fr7kL+y@3_M%`wnys;Intd-dE}Hw?bX`X*KGA(oTpEA z<%P<53#IxW$C3j}*6K>-pR{J77Cv#uc@RASjl-=%vfMx9q%=a`=nR z>2Itznrbs^5~sxA#=PiM?ggmti#?!bHQ-M6J>_1uWPa$;thVF2I zDnNJp)@mTCJ5wVgBVz#~N#AB4el5x7^xO0=2Gt;c=gC>MTk{gCRDUOluimS>_eH7F zle05+w9Jk@|4?2)=v!5+EYncjX5|j5&n+xB@6^4CX%qaPvI|qb#%JtABW{+s6kiSA zJ?}s->%-eO2aOIi)$4+>oEC2`u?-yc*^!vH>$EtPeUKTZDQ_qE>L`%qUb-ge}mI?s(id zMZWvhLgWE)`NeW_nfX2ZGiIn=1Fyy~MhsnF>yLb=D7ICcEo|*def?L>Inn}YB%_gG zu;sk@%dTTVD>82;sI##+BkJ5*fNGXkr{!Ukh^jMgUxqHqILX@)8Q`c8YKeROE$Q~b z)9Csw<>z^iLG2_J9HzQvFy|&oDXI+-jG1O%LpGK&R4gzkn=Lo#~iJeLI#omLJJ7 zfB!F*lY4P+jS84&#%P=q9t^=AHN83bGzKad0%|Qbf1a0T3C{Nh$L{dpGu^Mt+A#ui zYPoaqP_n^lEG>9VI@sT$zn}o#6gpX`HSbBb45Sw zAMUkAd6~-zwG3}#A;(RK8eOAv7z`*-H=4sD3y@bNO_I3vBo?2XPl~c{;8uc zRxJWQLD#`X;befwO-)VFcpZd$1Ur72g@MAm$7@{HJwfU9WLo%a4g)ISDM6k_s3^K5 zymPo{J6rX~u%fG*sX8AW8~GDwb+pDr4g>nM?0ZZgWx3OoaSeoSMCtr%HikXj@C2ts;@XCWMvsn_% za_};aJZ5r9KuvI9B(Aze+5(29;?CJN z=g+x}YB=QLqZ={LF19G9{AknX%A>X%jAGx!QpLI5^d55}Z&40^9rwX!-^aNvZTePj zxV!NYo(wbPym{!A8wB@D)doeKD2WKA^k8%HzvW*=$L*4wxbXf@%@lvOj=`t zbnTjluJ?^bzJ>0+?!_^|K<1(GQNKKgl}U3LjT!iq9Mr!jH9I_17?d{VOR#ABaTo)1 z)@iwY!4~hL=0$8;vv`3v-#|*`BmT<6HNhpR-SZ8v-)Ul4k7mB%aR@}sBKjhgyW+9L z!VfW~qs2^Yp6EeS1xRrHOvYq(AT1CI4o@?hBj~EIRsQS6gaN zjr$N7m$33=ty4hNY~=zr#uRhNWq)9zTqVGxpXI$b zMdwzB*}zDNxuJ+hWBQptUFKGLOjERlg<|s(D+P!AcDv*icqKwyPGM|oak*!2c`?ak zoaBt!GO1g5n~Oij;Sc9;$L9>a6DlTj{M=Y+>u2RC#9yOdY0uU3d7&>JzhZk#Yqxe? z!%Ty0$wf6yYm!%w{!}HIh6Oabm;6xUZFp7G`yBOyZC4@-b~}3Qar0+aRK`Qe9X$(& z)`l-jT()j*^}f0Iy#0cSlcgrG-2MqR4;4aLUKX+Ev8(L+p$57iBZu5@5=u09!_JD| zSgn|NNr1`a%btfvz{B<|?X23r2p)qg4+_c{!G~c~aqz|e;&}?!uN&VNkbRUSzslSG z23xM^#L`?->Rns6`|Ow%85iLyhIcWt^ij2p?9v^vT2l)wBr>Ky`*JR_w>q-kQmI~l z(WUm+N2?i)JRFw603t~wADte)vG%>z7~7`d;-4U6y0i-2#yQX&_Ne*alisfBQ=ywD zFplNAP=$TvE|#4+-?Z?J-bYpO)i(B)|2~~8zp6OmVCvy7N9@Y74dN#<$JZ;#4304+ zS`1ITFgowQ;~(nHx8fJbr=Lkxc<)>uXBVrL=y%=NP+fx}?Qtg6^)` zyn6PPtt?K~K*5Uhzt72c5GGc9%}+Mb@{TyeT6NyMU+ND)qM#Rccw@nd>V@rGcn{^) z2!4k1p0*dF)G)fw$!Gu+9lRDeE=l>O`~1~YPL8-%Tm1@z=o!bDE@KIMZ3XVs*r&?+$^1+kmxz$dg+JYFzu^wI6S9-PO>e)T#xU{o zRi0V@eSf>7S~b2=ANRwnPir;9YU2(2DEQ|Bv5u6VTJqz3_Ct$V(>_I50LT$hx%;FC zIPz?_VOk8JZKBv5C6v5lX3bl#v5&Lm+?TJoLTod&=CS%jNF-j1`21?|7JG58lh1&$c7L_&cB8 z*&f7s#5`|#>PBvSpTW2JbF0K3W>mhs+S~49b1l4R!midP+X?&?;XW>98{W<)Te9jLK7b4Tnr?*?5L~4m%ADSv%OH zCqK`7*{S#snA(9t_4~m3xHacgUop8}6HB8i|GY}YES*Eit?vW5lkHpmR{P#d8kJG% zl>`x6m^58Ey2t96sw8!jd))It*P~*n+BM%i8U5KXRMe(hocA4`|ttHII>zncVEwI#x-2 zu`b^IZcnUOQvg+XzIp-j&!~g=Cb;)-B|FQ_otJ0#DrJ_-5zBamqIC(ln9-wv0CQ_r z$@-W#@vHAx-$zYeUe$+cYJtkLBmzbfkB3O5e0|p0T{}EyIzFF9n#a(=+Tgv<_}DjW zU3%bX@#xbzb>95OwLhmd#VAB$;cSnShc=&-_8N%~^(# zK47xq#ub271^R4^h5A@VdFKF8K|zE@o%l+X9m?lck0Lw=C$422_(X*MWlaf%-x@TD zd+!s0g6nU`VtZNlrrBk`%%4$tU$@lowDzYhu)Q?p?Z}SSt;MUD@^MNs+t2+85;E&H zA8$+Q=<#Us+ z^~6{i5a|rFn@g-Di(fwNM;-O;Qm)$Y_H_QUO^W>>3C#7y#?67h@lC z|Audm=7kgtR7>Gva4Wd7w(CnVoe|C?>-&_cYQuy^Z$|RTttmCvFRXXEc6f57H%7%WvM7myQTn~CSAH<8H&vjQ_J|_l%b@f9ohSJr_dwf+I9MTvA`bs+;T%l z=+s@5Vq^S1R$kw^Zrts}J0GHEA)&Pg6g`!&#ig8|KIGQ`}kRH+L}2# zn*_gZf2-kLz2(AM6GxPq94^9P5Ze+<>D95+uhg6Z<>cbx>TNhT)dG%KJ8Pf|Q!7^Z zeKgPt_P|=8r$jud2?S{;vgYmEw?wF@+^8bI|0N?Ix-V+pVWd*UxyS9bR!mS1a65JS zlc(;qdCBaIb`c;pJ9wR)2d5$#yD|x#2Wcn>v>u`+vRIy}hXL0bWZ1=BnX^6&Z29)O zti71rhn%#rSq)&m{r$sd6GEPT_?uko)65eqf32QiZ>iZ_Ii7Ldzhd%TvsDtmUi~L` zXy;D=Y8Wpb!2lvi{&Wg7JP~ktj>TYK`u6XiIU`v{XTEPHx(SBwxA)rmHMiWsj?&mt z$3oWM0wCh|aMr$?Q-iys+I8B4+H$|2Np(sD-czY)k)D{?`iAnx15}R z45nO=+TR0BglI$ajB`W=-2(o8{N($YN<62J+|6r0H%`*iqHG&3Z>+o>3hc4adHSu{ zm;ZkpTw?aC*-t@giSlr&;oEm}3=8pv?+mbzSRiv1DgT{Sl)Nu28c9Qzh6w#-H)p@K zEYE&^tmTl)Lz4wczIyuir;8=%Q!j&@F#Y9^Qxb}TfUj@+-qVS`C^30f{h2Obqu;%! zz29&%JOclLqdZMkUH^YmjpCZPiV7szHmoZN%e$!Zb=h8dcb`ua$HANTG7mA!aN7XYclY9uU=LcP9bZ~rt0q_qvO6Ve?Qqr z@#l&31CzyqBs+9f_W4@ zb8oC;G@jg9o9Gm`b-g@s^zEKMzT9jq*98+RzOtG=`WHa6EW3`csq@u7M41rAqX283 zpln*LMS&CveluoxGTJC9u`hskD{amk%))s2e^_nzzL73w132EFPlQ{FeWGZg}0XMH87mJ?x7F zzm;lyxQ-yTt>)#^=6bg|$I-msY&(s;%(?ubENQBgj&1O0lIMRq{f06F{I>0P?nT^z zuQADB`pCCJLZC%GKMrwJ?_TpHON!TZ4z|qiIYZWllV`(9?xp9g@H91hHDqbtA2#!` zrqH8Co}bt9*lAOyNhs>Tz8q}9-}`G>+x`x{3SXrBo}^j-#xn>Wd@6e zJbW#)UXVn6F13Rsvg&rOFmUe)wAYDWxEsrEFefStE}eyOPhe0SED?OMD8ETy959gyvH2bfs0x znpM`khEH^v1fV4<_;QgC3fRB+Q~+W z`jW#t{8+G|O`7f|u4((+J9#A5@tHOAlj$K+cr1@cQ?K^YcKslY$sNrIDa^L(k%rts z9fJ^0da`W3Q19VOWA_(P29W%*k_2|X@_D{+*L@xD;O}Vf5tzWw!>rBdx`i!m^G!XM zlOZpfnPTLXk7Mhxyn34%=p;t^#XXhuBdrUiBuaVj_kv#FlXf0%-ne_M23el7!@UQW zP+E}I3XCkZ3`$*$K%S(vzPTc_AKQ%dEMyYy&A3;iM7HWaa2zIt(xHCMkgwQ?{-nJ( ziCkv#CWUFqZ$)Gu{m&Kcy%h`J-l#DBz1#02)n3sqO-gQE+}}!W2h!RW>WF~45d4-` zN$4||g|yXn=|WxYp^`X-B2YX$v2g+FRV{h=a^>-{>OU5fg|tI4DX~FLy1V|Nid2uNz%GsMyV>(@2MRo_B;=j>b^=q( zwkHdVlBDC;1AmTAB*?-ODEN8Y@(6}cRas%`;a<;4+2GI7uZuzoTTvW``p&i26rHU; z>aZ;&B88j3HfB^s7ix5|wv+w?9%pi$d8PWR$1bA7gr*SQMNsVBtjUEXl)1|s{ae2_ z_PrZ}5+^bO#UCe5-wX@Ilm3Gl|o4eL0 zf-R5qm2jZ^u=YUOdi1BA%b$mzpQuqdMPF(~PDH`0*TVHz`Sj41jlKBs=S!D=psh$l zPv@@moOK0voxG5Xd2eEXVQfiwxo}Ocw9)!0s4nJdryT7&;<}U~yh&lN{Q?TS$FaB3G5ZfrewJ_NJY; zaE|Hvk>cvNIhlJm@Jh;8?baofEK?%O&8G1+0Z!ZTa+1RaRhyE34ncaCV`o02^aAZ> z?>PgCkArXb($a^ErdBL$&J(0^voil%w>iB8m2_7_wIfZ7DPg9+xh(mP4^UtBwRCeb zv+3d2#3$i`outf*k(4vZ8A$`PHk7CH9QS!Rzi(Tq$LEzg<+FrL)3xW{52Lx(gup^c zoUQL?qfRfEwl)xQ!g7EAPUei0rx)ZJwtAGUo-Qe^SRWOmXt+v~QPAY-%|n@4v@wSu z|AL}tt~r~9rw0+b31w(2y}%nRHxyc4re7QFZi(=8d0gX}{$);rGO^@<;}SH;cPbwX zTrw8RW02tFx`8-87a32NMw&C7p8MF?R;{hA^0n}I+)9e&A=j-rbWv55*ct^6IVcrx zyMJsU!P*P+X2v;?&)%<&Yoj_oE4o)p8#~|d3Aa1s;@jI z`WZE;czijtceS+hThb@-AjBMTjm7BE-1B_9LEP%oTokFt)aud?mv?gf?QRB#o67dA zx_9?YX1+l~d_r(@vn(!EZNll4EWyX_XrWNNKfQioNEJ)-_$gm1HB(hS%i(XkA0L^e z5cubkHO+ackJU`#GHjgkTW}dYV^u42#<+N8o9FGbe*~@oS90-NEd2DcwManjV@m(> zisl*zr*_wZVHV+1y%%f~gEypeZ-xKU98K)&bRIn`ta{Ef!$udI#>ekEhY|aCCq8j! z@7B-fUHt5nTy5L(Ql%6wF)r3U82W1ic3G1DtRZ{O3e%3;H#NI!gnwvp!=vPuI*|7I zyF2Sptx>;Kg_kW*Fr1O>c{95$y4Sb<4Q zJzg8@6qm8S;FtTvBN}Sl^3UeA7AeXk1z6Wl6c8<6 zSxfEFMJW|7Ub&J&q2Jru6wO+s4*9^|3qPl_gj|9^ z+t$`wZ$FIZK3ctgAV>h@*=(ns6w7U}996Xf2>-68IgtH#_*Elo+jaWK1V0aH_p74k zS;CT)jJ~H`N!+>s0KKu@w%aG7fiknMD7*LO-K79{dz<+tTUH+;ZkF;Sl!QFfHD67C zL|K<{cGU337Fuc(Yk2+%r$jbHE;zN%c@QW*zqsVKz5GwDT^4 zTgGoVP1hyEApgp<%tK=>MU2ze^48<`VNKf2?L74HU)a%Rs5$rD zCU()^><#KnqD;shNK-~83W`_C4-4G#$hj|Rv94%12j5WRCP$l{BBp>( z0BS6dTb#tG?Xh@d@a!LlzkGv(kfSwQ@Q)czQAcTk;x_)6?eHZ$z5V_F5_VWEgeqOe z$H%n3x9K!9V`X3dtGS7|phJlh-r;xh(YuJ(7?d9W=#e_g8#<>?pQe?NLpoIOPdEH+ z`dtFs`5IK!yASro=#N8sdc-NJ_wiar4f7X*r%N0=v&e^woWNPv;)K=`0tIkY{Tg#5 z^v$L>vF=oTt)Y1I_at_Q2eF)#@=J8f)#qck>QkNhglevtglR+&1ptb54};0H)>FwS zD^a^T7>O2e^2@8_#Yi#yUvm4LY4)`qc*RN9PTcWp9X_|te4(Cy?Mysc>Wv)tg-3wL z0fhj6(VvQ;@w-4@pU}CjQGo&3gz$yHqm9F#8j1I((zygvb$Mmp$mXmf2aj7nyJ*s* zL>t>YsfFQQB~FR-+N3bwKuQe|)3;vIj)`WG(BUGJfkE7<@6T-862 zvs;KxLRs^0*itJObi^rfuV{LY!Y2hcHI&i7xVp-bqTkO0h8nS`t&Xv8)UPqH z%a0+n9HN*3*sBiX9JC?Guc90{TB9mVvt?&tsR^|!hzAvQw%^WMQ`z6e`!6YjVgO=4 zy}oTv9>3r^{*R5%H`6ngP-^8+cf{C-WJ09Fa5F-VNtBV0l+>dV?#LzI+eRw)|5xCb zYtp{@KVTgPSpPF}?CHaqeF{~$t#!K$-{AB0`csL}fB>WEOo~%ZTdF5C;EdywUXaKr zau-SM$E)6bi;W1n!Mvkk;}qcrp@5QTL3dLGzbR#W0`oAGHNc+>88uKF*p^DU_KuGA$JIV8aGbNea#|7_0`9s(&EXdHeGOf)0q;hYvlDs(Qw2JC90 z{ROtm$+g9dfJ!FWig9wuiWT}+%-8ez2BbI}Y5NTh_AToGGN3mSO;5erW)4}P^!nQh z+ma;6A%Y^Q03*bLehh$~ebaqUSO)io{$6e7aEp}4)-9=p7IAWo^FS|3%`4;jI-u-H71`jj;k6ns^? zAiU;~Bm3*G2Y$4;&geE^k3aY5pmfnB>};$s)02 zy^s(%TGjjRJ?3iMICEmkjW>>QtNbTiV$1BF`4h!H<8xeTnSYzJcwOT466qX{JM! z?AD^)VRIp1O$%6I?h;HiaG!!Ud(F!^m7&-{g&sp$*vS6|5o@$q1PBwQmamYtntt`h zjRuf798sDV5p@r~eVgn!YMpf*pn`5{%gGD5w-xeN_WKh#2q+iUK+-lDLZ*fU1cwqa z*ar6?4nw&4<4*qM^*;Is)Y3vRY$%zK`+yZKef_!`ikNF4X(l)Gf&GCIR4VYNoo`ej z_z5hN$l&kNt9f`5@d>%MEQ`s{?)bgj&05rOkbF&1UypY1!dL5nJ0V}#ui8jJ_7uv0 z>l?lPM2-g#b^HZ^FljUkiZi_gIZj$t+}sJ!yn@Qk@1U?b9Z$-JV5lz4<|7F7A_Zs` z6cA8=q!hQ9B;XZ(C$-#Lh$V+0ECU;dD5Ho0xKG&GSc*KHTv5;QMhgI3*pZdf%_B)#b>#m3vR{&UBt$&@y$g~%XRCzzvJpx=9p1Y&fJY7E! zlwB@rfUmEwR6>&>=;whDS!8L3MYlC{s?+upFrAy3Tr;jJA_Z%{Y)!o!{kgKNIhDXjsAeVXK*TY5+7JqTqeY3veoVpb@BuMP*B@ z)7On@_z8=NyFkK`_~?ePHyxurh6CI`KM1uI5#S=rddX8J>g#uNYzJDheJzC@I`NXl zK9WO6)BO45ybRT3zWCxc?g8?v>-INNd5zyW2py>az*q;=aXKiT`iYtQVAg^JV&$_x zgp>~8ky`+Pxmj7teKhWdkkxO3xwzHc()43cygHEPPh9iA@nP?U9?>CA|9@!zbrUTF zeviIAgb0snypx`JzDAvFC)e0v%z+Xhh5Vz;k${|(#~!7k`qHk7`IoWO<$w6UJlyl$ z@j)#k5d%o-_#`AR@?^kQd#;pygs;M#DX2na0>bT$Uv+pL^*m|vJn#A zjlqy8#&zj|H^i(#v^=`)8hkOeSNS3#9;T7*B``<$UntDeXga zF(_a(B{G2)JtN4#wpvq7cC#|Z%>C&M6&u)hY1xzo1h#B)g|78^xkORKJ(r+S0-o9~ z@0%Fvqy^Cn(&EIr5?*3`PvXvkENryo$u7D1cx*x)Sbfqz#>4$QF6pXRc76XMb&-ZjC)i0{|<3q^Pi}4dQ z<`d{-m|gGUN}}g7YyZH0xNr@*FZpBmsn9fT;Vb*q|C31V{~@?rG!X#hmGLU9`~@R( z8n{v0K`w_pM^4LUL@w@qsU@|Tt4Nfk;Jm?~xCBEjC5v1KEY1j}^ckX~QX6*@!Wv&h znqx7}4!;hDv%90QU31ns)AV^8XsHO|n}|+wgdTDu!Y1t^oIhRjX=oNEfY^*Nqh)(9 zLGDXx&8ObQ6f&!mHjoS6bkC!onb8j(SkKSRQlr6r0M+XVG=!2zT~T~3k()b)LJzIN zToX$#cKQ{^K}AJDVPQ3pDM&I*a3tu|>#FUWj5ZjPnH_ygE|l*2(VyFMm*^oC6{O2?{hh}jMIP8M#wt&!891Vnd@`X(2OU_7>7KaVKG|3ms?3{n_c zYp=a*=*;>A#1{=Rd9c?E=q%wAfi8~Q3oeT?KIuri4$t_OZxi-A^0e3Iy^= zXE-(!vyZ)qgS=f_TpREl9k}3M5T1kM)q|{+8jUnt7Dyn%dLm*ab=taC5Y?s`p8ucjBB=0DfNSW2 zO=&hx*w%={@6f%btYQa`6~YyBi<$?JyM|Fqz|$sVVv;?j6wWpE>+{NILqg5)^E|Yc zKoy3l!2IC+tei4*=WewW=r|GR3-DR3_C;*FGPi>Q2Q(Timf(?yeMUsX1yo;^-h3>W zBSPwK0ok1v1?wA0rpmo+`AvYaDWJNK6%?f%+B)lvWH`uY3@T#Q{WFv|ET#sfaWh`J3 zW#6x_?U@nxkWF#H%1D5KhAGwHs)p%99h%E&@-R+v@ZwcjnUKQ_qHMe#tkaWE8e4LL zgm@!5hO1m8OJtFa$y+5s_`y%01C;C(`|_54$Nth=}k~ufX-HMqw{osW+F0Qvy6iZ3f(E* zvxx$XB6c~)$tPgrZAF|I@2E3C3>8-51f%Uw0JH%1J4A(Yjr2kYjT6L}L%bOeb3lYy z&C>N%Gv~o#Cvv*qiVU}Hi98gPQ(d6la2#=t4o*c`y2-hhYpBr(Ub9+2(65y%ul)Kj z6L43c!>Q91a4yY@VRc-x5T zkC&ls(1WTIDn+^>_IlxPlh!a-9YWz5XYgT_B9Dk-T_!8P6qEv$Qcr{J;b@|o`q zrkF6nnOi|z#?E2F1h_N6QUsiRvG!ju#H5T=Y(5{2ouKlza+Kto;(!;A!*F(Wpv zv>y(|iP1!3>vXo4P<1(R;sj&&C-~c3M?M!=qeIl;;o$_Cfpvuwm)^T}u#ut)DLa!O zouve0s#J2sUbL*i#t(9|3h$8~$dbn!Vw&+If$f_%6?Il^FuF@K(1;n7_qf$j=wep& z@`l{pw)o-qHWp;rlo9oqRa^yk^MT@(rRpiSQ6a@5YD0v>*mF#q_)A^GbC=$GP1|5y zJ!lz1a*e?qhSw#M^Vo67O?uHp*dDG>&Q)^S6yja^8Sq&-v*5BP2{6(djNhVDlaL=I zy->>870!g@W%}G4vycSXM2!=4{>viM@KlL-S`3t4bx?6g?{fH|1dF2kuB(r(yBWzI zj!wO{u2H9sv>MpBT2#auk6ETk%?}cTSS>a#kr$l~18s#S)LJmrQ)*GzE%)bOi!^ov z@191b-iPPzA(bC&41{ka^qs~3HIP)&W0f$o*JNJ5aN?!#C=9eJ zQu@00`5v^Opa+OqbHq|ZAQR<1H?m&2hG;hyvF+7ze`xCbndpo_#d9ZHi*WuZ6%mY> z%Yfl*pM{(z>`q;ZiJUlY5g{N^v%&p90ha_fS_Zd@Fp>c>$;pTffYC)$ZSGqsvDB48($wfdNkP{{YG;`NJk^w zAWx)qA94khSs_KZ39xlcbp319+O_5iii+H%{*Th_XN@F0B!~F-!`{SBv2>BL*_Y6^ znc^()JOaTh*|crjt1H*9OMqW~S_ZN1t_H_!fTy4SbvimaTI-$5r0ljq=(R`)aDgf! z1}RI`%;vKarg$L5c)S7R9S|pV!@lo1_wfZwS0g@P4=T%>wrnY0{?kvQ2zN~}ROjh# z)~L~z;O0js|J?W*gKMlA88A{jcmm=GcDqMM(3s_<29V2sUI3uJJoOxoytIu6{>?)z zy|C{xOvyXUMD<<8#bqT1QBMr=4aN1UaYBWE&2>-sf5d3m9hW?bncVo=_0vtIuzDoU z+$*o0%=*nnkWwp;Fhldysr!hz)XfIZd1hKv@e_d$(xE^rULm(1^1(|_A*y+-pF{$i3r1HBNR1V80!JZ6IOMdQKLpeR z0SIzV-MS%!Jl+WvVM^p5-6$)Oht(@GQ+XyO{{fQ5iUu<@iKL!O12~F5Syw&)m9_8% q2T?Ji_<$)#{)?ad|M*7t{1WMFho0?STqjFDMET%Rh2#S#F8&8CXOIv8 literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/jacs_set/bace/dg_results.csv b/summaries/2026_jun_08_abfe/jacs_set/bace/dg_results.csv new file mode 100644 index 0000000..a110e16 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/bace/dg_results.csv @@ -0,0 +1,37 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +CAT-13n,36.65788643621387,0.08203007934671622,14.601363459002345,0.07411151579466554,-7.5268054,-29.58333,0.11055067024225369,-8.543 +CAT-13e,40.326698533892454,0.08351111459169314,12.606832430493544,0.07315353289746225,-7.333151,-35.05302,0.11102047394839834,-9.963 +CAT-4a,42.7824023313154,0.08120364377703786,12.510417319869344,0.07480264441576266,-7.265551,-37.537537,0.11040592092029795,-7.933000000000001 +CAT-4m,44.05771189126043,0.08166287881078049,14.543700381538068,0.07401619852525244,-7.5606856,-37.074696,0.1102144428820189,-9.153 +CAT-17b,41.32902825786256,0.08419869224253983,14.060297993194155,0.074096926468645,-7.7475934,-35.016323,0.11215959293548511,-10.023 +CAT-13j,39.88442765650175,0.08298875556431033,10.989693626945128,0.07525455350700097,-7.4971848,-36.39192,0.11202848465301546,-8.733 +CAT-13d,43.63460986528489,0.07791913849481373,13.818559853242027,0.072030197655442,-7.4726944,-37.288746,0.10611192919769202,-10.473 +CAT-13b,42.047330788463704,0.07822028660971089,14.66970303018832,0.07254364903041728,-7.489631,-34.867256,0.1066817428239419,-9.123 +CAT-13a,44.180063101605505,0.0762789374665002,15.540262628947284,0.07049685158752675,-7.323964,-35.96376,0.10386665675168341,-8.843 +CAT-13h,38.75082855723826,0.07969503268808178,12.273199819672096,0.07294578151587448,-7.483275,-33.960907,0.10803881374819015,-9.633 +CAT-13o,34.830198470283676,0.07940153738229058,12.968014308393785,0.07388803607053025,-7.5683527,-29.430536,0.10846218701939984,-8.543 +CAT-13g,38.52269209900098,0.08241268776620787,11.391271851401033,0.07442338600831885,-7.506049,-34.637466,0.11104364677816422,-9.093 +CAT-4k,44.734116850662524,0.07977154432655978,16.147303845640227,0.07396168990490815,-7.009083,-35.595894,0.10878341260428487,-7.853 +CAT-17g,47.246058040017296,0.08147793060659367,16.47928781556057,0.0742309457211191,-7.4470367,-38.213806,0.11022198727379498,-9.743 +CAT-4l,42.22793853558178,0.08209324885468657,18.324483221643064,0.07346758389890888,-7.2725997,-31.176054,0.11016708851313406,-9.343 +CAT-4j,42.47924472920199,0.07988773180351044,16.106508769285156,0.07553360433611617,-7.462581,-33.835316,0.1099425990083669,-9.023 +CAT-4n,48.22291357509562,0.08133114208594522,18.645921116817167,0.07556441053847425,-7.4630017,-37.039997,0.11101682220740822,-9.093 +CAT-13i,43.54084790467539,0.08032570016676992,12.085094375088433,0.07536438109439351,-7.492365,-38.948116,0.11014539502413526,-9.273 +CAT-17f,44.46729043455477,0.08307873291760136,19.549128954059693,0.07391076173911668,-7.857217,-32.775383,0.11119746653611588,-9.423 +CAT-4p,43.41948349102476,0.08196336188918937,15.274717367729517,0.0753511405784484,-7.292212,-35.436977,0.11133636907431153,-10.083 +CAT-13c,39.98021834028124,0.08157836218855233,13.2407659379251,0.07278430827607282,-7.2933598,-34.03281,0.10932787708811063,-9.323 +CAT-24,48.17796985694267,0.0817599972887315,16.189815010861587,0.0743443985713201,-7.655297,-39.64345,0.11050695342640064,-11.35 +CAT-4i,38.94872441407011,0.08238810187714819,14.799051068374503,0.07340405712003234,-7.5686593,-31.718328,0.11034470958138555,-8.263 +CAT-4c,44.179220227868896,0.0832137382187216,13.045068287207176,0.07741179319051368,-7.675449,-38.8096,0.1136534731246907,-7.853 +CAT-17i,46.70753466589744,0.07922560344720127,16.267618840595077,0.07577904621204393,-7.6735024,-38.113422,0.1096319300495083,-9.473 +CAT-13k,44.788678997077675,0.08174261802612408,16.695651748517555,0.07488135012088949,-7.4100904,-35.503117,0.11085608777912045,-9.703 +CAT-17a,43.91110003249286,0.07835168732519131,13.37803027322627,0.07337571916277892,-7.283232,-37.8163,0.10734515857438354,-10.733 +CAT-17c,45.69134765859183,0.08054229959753302,16.821441003527745,0.0750610942887431,-7.6278915,-36.4978,0.11009645725581886,-9.863 +CAT-4o,41.10582564704927,0.08106918678380859,14.812411945992116,0.0736974165220858,-7.491578,-33.78499,0.10956058710968032,-9.383 +CAT-17d,43.36958816150467,0.07951926679059035,17.251588662053543,0.07220630481623805,-7.4575357,-33.575535,0.10741072686714567,-9.423 +CAT-4b,38.23136950509001,0.08331722178397961,12.988134866390826,0.07490827620330037,-7.728747,-32.97198,0.11204021282356966,-9.633 +CAT-13f,38.47104358971513,0.08422303381411268,12.10327016417452,0.07625776243796407,-7.5081706,-33.875942,0.11361674945578285,-9.093 +CAT-4d,42.770874821655184,0.08445898111566574,12.571777310228725,0.07754677566317739,-7.226661,-37.425762,0.11465959142981255,-9.113 +CAT-13m,45.2080861450374,0.08230340209681651,18.68578592960538,0.07432298778499481,-7.330619,-33.85292,0.11089525016879104,-8.763 +CAT-17h,40.69983416771597,0.08073383672177739,16.437119731444835,0.07310111859493697,-7.326662,-31.589376,0.10891155095603795,-10.333 +CAT-17e,43.89108313392824,0.08094486181198343,16.990726646622974,0.07597374733262101,-7.835369,-34.735725,0.11101387722947989,-10.023 diff --git a/summaries/2026_jun_08_abfe/jacs_set/cdk2/README.md b/summaries/2026_jun_08_abfe/jacs_set/cdk2/README.md new file mode 100644 index 0000000..6700598 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/cdk2/README.md @@ -0,0 +1,33 @@ +# Cdk2 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 22.06 +- RMSE: 22.21 +- R²: 0.21 +- Kendall 𝜏: 0.30 +- Spearman ρ: 0.34 + +## System Details +- Ligands: 16 +- Host Atoms: 9028 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 10.91 Hours +- Average Time Per Molecule: 0.68 Hours +- Total Nanoseconds Simulated: 2899.60 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/jacs_set/cdk2/dg_plot.png b/summaries/2026_jun_08_abfe/jacs_set/cdk2/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..15f36ee8098b7155091b9a9218adba508e62201b GIT binary patch literal 57367 zcmbSzd001jAucQB08a)y6@Dw-tv`Ad+=(dS!U}pVRY97zkN+kzT094K{%R|Gd*68=hc-@El%93*Pxrq4 zt!o8^7XFA!a>oY+F8t{#W6@Sy_#?dWip}DWg?4UHV_*EOcR}l-7C)$Ukg0C*gKAEe zfg2V-d6RvQ?BWN*AN>DbQeD@+R!!D_?9fq6lknup)69>*fB&xi@OUJh}ir^0#~M~|-2zQ0`^zp%x7#+`{zPFK5NHm3J;%8$9(=_I{JSIXSZojcdm z-29^@$N9zU*Oh;oUvIH*Q()qi)zVfJ!3(QW<_p>&ByMhycu-wmpN)x$$ziBtcQQ4r zxOMARK6#gA8#ZiUYkm|TUz>N{-q^&Xw78fuN;y<6;4|a5!@jL6*$4OeA|vCnieT|7 zIhIOE-tccY;1o&ts;9%o9s(N-?sb<{$A5#G?d5q zz_qAtXREyWUrU@@%D@nB@#acXy46yAfDY@H?=i}la_G70BaLfAUGLZ*Pn{p@Ka!oD z-GMdlX-HgkeeEuW_3PK?gzb=)W|{XndGd+A7YT;?6J%E}5fv3(cH{^GRZ2?gaj*Mu z=Ms;x{vh%qvE#Dc{_rY!&jdz9a6C}B!1nFiH}0(`LrX^ouq__SyOvgl32breH>Rhj zS2=w6aGd-le}5XPyZX-6oSdA}#cy$0_?Di5*1XPn`%g*X`mQw(cdg#Lcdzu09hLXC zp6cl6ps3pVdey5d*E;;|+MAG&AZqxl{_*}gyw8NhL@VrR<9zq@no|dUbyeM#kaOu_ zp*rrEdFxHM<0;}xeG#TfRC#4($b5TE&4KSf0#w(z4Yn~;+%hMYAx8mYA4}MSB$sj zIQiF_DvsQAv^MqFu7D|8N=!_w=TkC!>hS_btl$GVM_OiHS>0^@h3CGso-AL|!H4pl z^I?I3x>h>A9;3Z+ST)Lbi&cf7yu3-=4|STU(ts7BM_vl!Mptg!m^jlTj;9N+Fh?E} zSFy9RtF51!s`JE_4hWkc=}woywzbp?tICx*dnATjSzjO!16K>L zU}UVy>Yx1gtNUp~OAFtx4-fbJsJOWE6vN7FUOvEcT>)> zlit+Sv`dM^M0{x|S!LhZ(MB_A8JW^VotWC^M_-$2USnrtt1a+6e{o`nhSrZ#^cbP2 zXGdSJbaZso?;dQ;yNU>U*D8QeeX#5N%CWIA_t9QX(__aR=jXicS*z2S$Ohb}A!$B% z&B6m5dUaCUwl$X%IWOCDd^7KM+rT9&xH^jF=h*MOtEs_i(m&COx&G8BrL)+NuG0(K z;|f;0v$K<|SxdGfU2$W0Z$qNao7UE~SFT)P9DVoc6UV6!4|f0i`F?n6^lWx+ZYMJJ zZP8m%QH-lrtuoDapwZCKkh}0#IMD%>M=$*iqCbJ*Se{!s-j-g0hbz*cMSa3vWGe<_ zbqhPYm5PdrvUV-puTFiexVlPU=-)@>M|fitB_Sa}686;8RA6Z6<$?mmeYeE}Zi?*h zyeirhnNEg4meDWoR*W9??kq9aCUx!f0R#;|7pJ3(P2)hXlO8a&kSoK zmz|u}%=o*5k1bSiW?>e_09DuXmljKNl5__Oz`~#Z z|1wO1^#57e6Hqp9$l{iepo*)i_O%{chmCo2sQ>HM2+1RCX=X)-&L0j8{B&uZ3Eks_ z1VKf`W38>^mYKs*wUC&QVs;C%sO;ZA{O+=9oUZ9oDxjBzHc;n%S)$9jdSx#SWaiR8 z?5v!eOm)0kvb0{~1IM7vw6hP~&ow6IY~t$Y$E>w9O7k0#ILs*OV8PVPG74TWFPKkv)n>otDUL2AmHGdm5g~Zz?#I*2w5-emzROo#Du5&%f zG44prt+-oT&&PLlLwx7;@dd&0 zuJTj}o{x9PQ&THnvH+gK8EP+61=6zoC0mk*m^~^5wbde+7opg;h6rktNx&|VV}Vwy zZgCFKvFbS%FW|KVjVP{IzqAyGRp&*YJ18S`>Hhnbx=)m1+~b`tnK>(Wu!c)6KG>OJ z3e{9@5!P`^GayZshAbevBx;KaUbo%i=a#6o((qEzK3bYxeIGkxcw&PBIY=l1h*7fZ zROnQUwkjTQ-f}fM%NGelYq@;y0JRVqiDEP+3En&DByEl|+}3tk_{BwJ84ELJ&>v5p}xI!%mz7_H-G^$zpW)spsN1i0gl%%ScU4C1sCu+kbzz@Xi#Z7Z$dg z6`$4{E?IaN5lfkBv3x5Qm+vN?k49xb74d1dJY6(h<-}BYnH*y09Bd5}pz$8(N1+ah9 zkH*C0%o*{^s_QZ`CM1MeIn8G1g>k=AE9o*aK7BGwc>H)b)&%H?Q9uXzaq-e#d&q{G z%ej{nPV=p-j2=G*l8m>!7UPRer8cia0?s9K+oj}^MzaQ4F_rsKQ8Fs*dg+M^0G*Zf zG%X&A(oK%o{4+z$e~;d~iRVGd74$Y%R#pLhh_5pXPnXoxkU(wH$EU9Bia6A3Og8w; zn@Kscai1mcQb|0;_+8*$U|7s64!gr#3qLJicxUC28|Zt~57Zz(Vp2}(IGGuWhLgfoVsTW>JZMsHcYUjcd7$)GZ>5502 zbjXHMr(e9rktmi}n%Kv;*LgHbEFlq?^rAuU{8CZ{{`xT%O`wKZ$jSk=bv zHhyil)~+o-=*X*+?_3{*g{=aZkhUyahKnrCJ3m!ZO1%bKf7vFw{klSyWh-Yh z%kxl_AUaAxQStE;+dC46S3Wn%R8>`_-Fz%J;rakl5a-b-?%1_+KAd)&Xa@ZdxBIx` zIUV}GY@$?f57q;#&jIne`HccBCS^AuQTv6Z3kiwe4E|GUS>-;~&qKxPKi(%Z9+IW( zHD#DO)%z)Vy|X9!B0#MtYOC;T!K)c;PA}w`kaZ?B@7}$mZv0WMjrVa;_O59b62k3A z?7}CaIAYNN=o=V({-VSh{*sBAdEMLZhaRY|i7&{{cL3}QxW0VZGGBlHJxZfmj^_v4 zZs#cGv7RB}986;pg+!|76B-)&>Dy8vA#34{8-GpMtHv?c=|n4(U?n)@H>9;+37%W` zHZ>Z%i_)D|Ho-Tm-^-QX`Z*?vwImJihRKq>_NR;k)i*Yma+H ztgH_v;V<42>>4=s_pd6TZ(aTc=VwP=F;FiYe`pMEN3WS|m1X;t7Sw>GSs@>urBX+E z_OeOlneV{W4lXWbUGHwKn36?!2TPLNZq>jN6BVTVvFO%Lp-oa)=Pg^duq>m;f4Jow zVryhTC0tSwRB>>4vG3afZSC^T@{qbmnyUVQP;a?5n!SP20>GMd)-;=TK z=5089=~AeF}C^s&3VHWDqXd}&PhX=rE|mA%w? z?Ar^=Cx(Bd+qWzA{Qg~1TrAjV1p?(V12eCAch&7Avm&L6P#%BK2CVn)-IMbivn?FI z7bvTle%x4c!v>AyAL55oLxI1OvbK^p{v?PdDlEOq%;>3M37QaTuPK-Qwt`(|%`acP zC8;aUea z0uS0dz|YDl?R}0gUc98xI^v?WNqXx^8#z7p=gn=2!?p41A-2_Vash}i>#S)%raNd`TF~Hbq zQjso$;jW_RcC28a^85@tdfbm$EibLBhem!IEhWgZti#5L)?_}$k305r z<(Ds9UQ;8xb#-;GryQ>=D+6|`8rA$-enS1_%a=Fq-3vlTZB-V?`r^e4-`lr252YQy z#)|?SqnAuiml5^;?iMz95 ztZuRwKR-WJcyJPs+^->rtmh_xiV(S@YvOMkEr0x^TSg`2`n7A!46FD{WtmlXKcJL!dXa5h58QlWmjKUQ)Otn!K zNX|_!tyetJzJF!qT6wKMQg1!u(e4rcqNT`30L3S=={!;`)lq7xR=zCJnKZV31i=C8 z_t^hJ}DAg!&7NX4%3lfECorkw;M#&ojgZrtBobkG~Ot!-&< zH=CJnzhXmyO`?7F{CT>|Z++Xgd>(`VxXAK^y|?5TwGC^QT`pDlU?Frn#UK%(0)Fhw zz;eKaGd5>@e8Xu29h2iG$TKiq+;K2|7;_U&i_lAFzY-1-~$t0?ki3Kyj#A35C z8AxNoOEB8^iUoK#dFg-t{~|;d2clu7mOfGf#$*kzT6m!FeWz8?6Q*WW*qlg4wgM4i zcr`2=Z&v7bT?9Vv@s0L?V^(ooQrOVTZ6}e_g>EnQ+sT(vC|MQH(Rh3kE2p#>5tx1| zf^YBqGRVu#Ev=}~=pNfV`9vrn>hoDK^rPG zj&9PU#)pUXP8S59`IaFDCO!VqBWKAS9wRmYdbZ73&wV`(IRLkRNiz$pxVGjIxi$!N zB)3$vqRp@J5f0$qYm`Cm-4eZzhy(~LLCSo*|BeP?kTmzn@&F{4L1LK$IPQD+2Gr9K z3LvO2o}WK|);2WkL4_u~6-ZFQ_3QVT9vT_{F)t|v@B(1=(%+3?%hBV?c(B$uDzd1d}-)(b6rj=_{{OGTepsoUknI=6)Qq${~Rt4 z<^*3gd-3!RK|u->xp>;RCnBX11TQNKi!X9*mEXyxX^L@A>k4O;v=Le|EOq z17#n6a%XXSt`br|pzlfkVgi1AS|1xNgJ~VDz+=(1@jS6Bz98qaaB>EayG%Kp7WvKR zduf1z&hNulQd2kEo;&yNv7LlO%EjbyPo(Ls71!5>oNLYs(rhhS&CMP7+P>Ygqu6iX zZ0qL}$j;@!;O1w~hTuA-=(H$O4GCHTVAB9y<>Dgz;|5d&(}sy1=e}JY`_ug6ZTNc1 z7jQiebnUVgEA{}Q&`?C60B*oLjUD=>0(2|y(&LNuwnS8oG z|FmQ=^K)pgs4Z?Z%AU75Wb)mcVyf*Gj5;*kmsV8OGT7fA$|kapqAp&%C~aO$QN>v1 zvIbjZw({=t{Y`$U$MQ$bCtnJsAgylnu>CV1cFDWV6@%_6WNV^|k*=4FHrl;v9wIFUdAiB^A~S!hr2?;CuK;0rJ9Qra zYXhQx;uj*0&bKUL0A-GZi=yY4VfGxMQ-3!kPW*Y@E`8zeiDYCMY}h?2D!yz5iTQ-L zU}Y6MU_iQZqwKr)?$J>Hp`<(WSnc}vaX6K z0W0dzQ@ifLPG^Q4b}cH`c(+k1e32lnYm0n*9M{InTj!uv1GQ{!Ya5CMh&Rn~a-W^r z29`b8s`7ftn>TdKYqpnRhooPebRydbuljbMd|5>W>GRzGb}fJK@F5Y$2CpoMRnOOH>q`{J4kXI}toyyQllJ`i^Z8!WT%O|t z<$!CB-Bp~APtlXVq0G;n+mxv@;&By3IOuD(>H7Nm7Z?7W%=ez<<>KOUaCF>_?kk}; z$v9mI%7)0?P8k_CN;d}@ZE>`sCkq?frCsL-L_hn~t>$Cjc(5k@L3DJq{-{CQBA8I+ zj(xmEMIsU3+*Ihb3u(p|?-dcd(&o!E9<)9QRo-jj^W6T3JAY5Dz9SW)c}bmL!JYE- z^d!p7(JWh

1k_GlIgx^w=zHkG_8W3OTC2p@Efy<1$*!{rw?fVM~X$T@K^j#)vBr z5uy8dt7lJb9C>?(QcVf+!KbcWyPdM~h`d{Wpp12u`CwatagLJ+6t=Qy2sqb>24z;{ z-N|ZsAuZDbm>wwdsfKt z+{)exXTCg3c4)VXCuZ+zs)-U9vv9=V72(T;Rg5VpeP0?_PTfLxiaThrZ#Ey?DC z5Qu%x`t!rXkT3ydal@Er#d;}+Hf87JtP>U067h;0jb6QEyEW14DzC34t@#$)Ch6o^ zh(Lz9c8K|r-p?xplr9$I<%o<0J-I*L*Qk^KTrf383mWit+a{8*_R`x>HuVY1b6tL4 zg3R#a&DB-=K1=ah98b3lD4Xs9QQnksnw`@6tmx38Lc|3qArnL2=`LNmM3gokAD>X} zEvoVTNDtDky@r>sUVYQvF0gs?W;u@$(TvPYC`U{^y}g})?q#@G9guiWPfsj*rq0tp zcV77SlbIr%$-alXx|OdJelXm0VL$z9jSw@CcInaOQ}*VA%3JX{m(%)bVh%9fEcp;@L;E$*OY9uvd`vW_hu=*eoL6_0k_^_ibtjeSin5FQ=966hNWvQ=HY`Z6#J zuV3$g=q>6TwUd*75%Ng5F14WoXYcwo+s}>j*)a6PKSJ|Ov{`&3T}K~>seph0{nDjY zU!EN?29uvkB%hL!5*qB^-OX9&>T;YnlOeq+6CV8a_4Lo9vZs>0jc2>~dA-8UsnVn6yc*B4M9OpAX*Yhn?0!dHr$$@*OeMEo@ zQ=SVXO&ofahr7;yNS_%jnqP^OMifwF6Ll2N?e=Y(I%JDdD8EF%M5nE1s=?W)Bm44xc=)@T&E{Gk?FFBKKat|fcj@%J+bSW$x~p%W|E=;-K(l9Ao?x6D>m`m@c<-6SaRq(_tTwEIp!;I=Y?#rI0^;7W$ z=eS#xL%e16g^}M4OXcO|u@8#_R;*@WXQuAc7U|>Min=OM5wKu?F*REaI zQdmF9_7A&ufoHrD8Oen;+Hm+noz{he1~1sz*@D0*yh)W^=G!UiI`?VYa!E)7w6-gCN zj%8T6QW#nuUvkmVxT0p}JFj^4+sBVOsdE>VrkLY&xO23&RNLQNO3e5y|P9?A$57!HkJjkTbw(0&9(1~1yX@b zQN&KCuE0-yT1)&F+wtH}+Zx_r=%Nyz>?(P7ubaxS_$|q#3x6uobH}7XzCCu>`=NLXgPx z*tv;`iNHNM(6ysvPor#@!#BeMq6r;dG2X+gf|UsIa>PB+ar;~IR-+NobaIjbi@h8H z5Og~o3@mC1XW-^)$4;~vnBWZ(--F2h$TFb%E$6<;_O}-)Hy47R;Xq$lhP59?O*gNO+(fn!daCuV zI%%L(T3T9Oz-x6NM(J2*2z5mK(6hi7FQh|(+|cH{A=?eRiZtaDv*YdM-8XOE9O^7z z@%YlM#Kc6o9#9^K&sd*PPm7TRy#ddcI!dksz%02Lm?&gol$kGjnHt0Ah83g-X9|35 z4#1!7HND+?;`>rmFO&Eg+?`&$+VbqYyz0*}Sl({?HOhS*EEz#w6%`d^3s&8c3Io#x z{e8vKm3%j*JxEiF5I4?s5fe8|@zVuSzaz7`d z#Di-oGi6a=K*pPd{YWi+exz$wQA9*UozDg4-Rtq*Ar z7hb&J^5+{Tg2w3l;iP5yU0XwlcSnsL{4f-`dSQ6(KzU0>(o7-0xC3Kpgz-NgNM%_R zt?4o(nQ9YG1N@0(HXU-*%RFO*98S!Dy#tJ_L>|*~{7*s)e7TU34MVr6?6(446aQcV z^K%-2bm2Kd#1q4b#lP7@_{vxjs%GEJ;Dy%Uj^YS`yNlABg7wN+f z_hpm+n9$O=WN^oZJhG>|TTtMY)m;%LAhr3|uU{Ko^HWmJW>tQGFxULUX=rKQx@gdV~610!t4_x~qPEH2wYk(%AN3?z+CU zy#|<(wkV}HK6;e&ugKJuW6B_>|QPPYQ1 zf&M7SX?53{s(hWP@xd^{hXE>r54-&E;aUhTeoalrIn4+csr>wWUF-xD@i?O7v}A9I zlss|?YV^HIM7{t3B1h37WYc9#Oc6)i0AL8SlbM;>;ss*{>12|)iTMJOx`kAObZ!pM zgL54A^GBI#)kA7L_u#E%5`m2Y985-C6EX*xPe{Ifkq#SvVBo0ZWSTn-2*sjFiJGN7X#D0%S`Lg_lc zV(|Vun@irl6>W5DXlVF8FmN3Oq4fQGW3g;mJBQxX=P_$)7~PPy7f|)=jrm zCj}2Ep#nghm5(nJ05{&LyDBH^K06#`$x{4EK69ZUx=LzmS@53y!0nQb9IO;U1f)X& zJt1;^?|}oC!HA*3_5JX0*Bemw5Om(Wuz16=cI`D})3={vuyHt1s8sRYbt#9X&<=GV z8Ii)YQa~vbcfVWn*I5qWR8B5QV+z0utQn!92sMDdhS)_-^W9m23yh||iB2iyz*LDQ z$e)xnPz$x6Ka*Pe;>>4p+xEh>ByoVVa5^^*AuKRBSQQzYbSW37MwSECmO*EJ0SV^v zl`E>~J50UjW+nlpWNO~OU${B6ZeT7P&Y!P@k*W^n(x9o0+EMgW=eVvT@o=dbmYv?` zTR1kK;xO+us<`h?t!jZ21LHWIx$ov+VvPGYe5&);+tk6)Vk^Zmj$hXCiamz}C zHv(4|qc$&KEf#qoE<%i>J=l%6Ufv8_a473~jaXD(g5=?L6X`V=y~8eqTzz+kJ-_$- z?D+_BqkZ{aVC0Bf7Yf8swNz0oz!BRtSwrx*7U&r}=Un@nSkb2K0A+9$q1V-9ci;fi zcCdfwWWU4z+Zij$!B_`^nfO{yeT-H|XGKv6-aRln^Q~Pg(mOdlShVG24R`389h;l$ zj4xp2c%;p#D@;5>MqwzNgwykxyJ!pIxzX)4v`jj>-ygriQ&9Zz<0=4ZjrKw>8VV#v zB|^jk1szWnv}YE)6dG|~<+%wuVvhS=|Cm#LJU(~trz4Z~0{}?FKT$jC;)7ZDd#F@e2Ju@*ZQ+?_b zHV-6H;?6D`!@Ge2O>4L3#Z6731^ab?hAhwL$F*)6cXf zk@s5iFR;70xv^O+r2t}<9X)y!QKy&x2YmE0Mn+Zii^L^I=m|74mGFareHIxMOMdXo z*?VGW9Z|Rut^1Y~|9pS{4QPwbmX`(~P;Jhh{ef_w_}d-go~J9SW^OL%;_7OB<>V0; z7ni@I`x*4s{3U*K-?Z23x&oeg;5sWPnL&FluVHvoZzj5h+${Zf8r5FS$;vmff_nZH z>60G1H+a`a;5#T^;HwT$IX#VO0#GGV|8AcL(y~o-o}QS{y2e{A0n#6)QeC4vJ~Iv|$otnTTpg1@^d>)aZu z`2BnB{8?gVjd?Q;uZy{r)%wl1ZlOyjQf(OodR>4V7laOaNV)R^e4x`9;qW(nZnCY> zgJipe1mWSg&!2XW~< zk}Vz_VF+TYs^wR2?^DCT>%qa7($b`m{I*z>UN)@;WonKXPJ*rnlJLRVN!%}WBT8tK z(6_noZAcb*)7m-bQ4q2@o9_Y zdYJ{;KF8b%kqKjXQ<0Byw8Di;s6Ro6(?6^ty`QdV#H40)>}Ww_ni=Vvq5P9|m)x|; zSyF(LbBVpZJ!z0U$NF~%v57<|-0BY+*aE9|wZne1qt3`Uv2uf)xegfeWu>UZ)Q zrX61kI9P%;C+*$LShGFRiow`Q6s9S>mf9T5etbFnT0*MCY`6W&Mj4e`^@!~&D90py z0fQm`>4$xujO@8HHMn~Hbfk@$_fp@93HOY%jVr;+H08RUOilw|^MTR6uUv+H4vazFyOEq^FKdg1~^8dw%db_TUfnbH-V=_iC(^y{70% zJI(2>Pi~H@=+0s+534!)v>mm6cWRC2sJ92~rV3T`jq;`+E;vK}G!$ z<1@D#V*(*7Jb!eN zKfoMIM$K$pU7hH$T-lnM8Yu23R=k~?QE$fY2%i^-a71@B0|18^2wK3cjnSKDo}(Dk z`PMjBS5>JVI1rkB!0sH4Z%9bUC#AY9WZ`757-gR;ckZkPfi3O)^8l&FjaeLVJ=0yD zcwALX_Bf)|<7@wybGj{mC+uF1#}Lepq!5bqR6Z2}=2ETN)1+7Xu|8b5r8)@DEMW+d-i+ z2HFDvaFU$=+r1y{IRl_e8N`=`$&GJYpKC&zi zhBaXeAgZLElA_{T^2+q$>Cq~1^j;Oh6wUYU?j@)ZWN6{gp+hp&pFt|3>Z=2sKn)Te zJ67Pq2@4$CugJA^!7VSJ*oI_zP4`H2^kptk77yhEma}glQS0>Zem;j+%!yyvZB(I> z|Is5*7*x)jdD@b43CVN~H3T><-g;7Rv2hH9PRk``|I9yb>@iR5UNL+*DQ?6q16t#k zNg;Luq0T{m+yH5sE`{O*Yy;)!NLI>`U+M@SBBB2unhO4X953 z{J;aNNt6dj-}}UwR&q;Iu)~Y@XvZk6MGC;Q8agl7x)j`{NfQT>BV}^ggp2|LRk|n00>*SEgH%=^0lfUi#g<1wo1as zf}h1xthPUk{*3AXcdg;%^wQn)&>=3UH!D<}BIMx{fp@0_Q9D#A;A38LX-Q7>9dM5= z5>XOUN^sZQ$Y}-6gP+Q#EkCEM^X$vEjVOuXIX1_^F}hzaSWxaxXg^v7ISU}PuF%U< zZs*SKroqn3DZ~%MslRB1uq_y+X+5*%%_o&fJyuo*8#cWYE^dIZL?a=#1=1ZM`Y}s_ znGQAZD2OY-JcfIfKSu&3fO2L=8gzDMDWbt5T?W$a9)10rhR2>fdBVNzOvJ<~Bzu!Y`(lx{-q5C-LGXi7>- znUI~qlLIB-$+v)rBS;OI3?4U0Vtj?ffG;vL zi6emw-p$QiXesnsgGTI@@p3QhIZ~+*G{iY^Z!l=^_3{AK98G^tuNWrmD#V8k!1=Rh z&u-kjd1=iKyAG@a$xL5Tk4ZS@KO5hR-HK?uiY_7^J&UMWp#qA}Rcxbm8#Vx;$`-?` zBizfg%S{qGYXCk*+B%TQ5F7;|5rRDQ$@!3(y}53hWEUfm@IJN2!X z05A@}>qSVjk9N9}fOu?2%)MB=y|M1D>}fXmgRJ@QH>^*Epm+0ZAeW-S4h(K}>Zu8R z`SOMByO!Y`vRC$ne@_fAtX{o3=gDMmZ?6!nb6Zb+C_~j|;pGh`SHru|FIhGrzeE92 zBOjNPX*PxQK{{Q0Pz@Y|NL71*=W3CC5x#kOo~d5%_F|K`m%PM!SwS9=srFhEudS`k zipz-^Jm~-m0dJrNjET1Nsi~%eIxw%}K+8@^(`**v$^%kHJ78gD<&Qi=z+=Qj4M)Ld zh>c&BKJ+$s+y_oaw@PS&)H%{Q!6XH;?JAn}AGL9N5WY$Jj~QVh2m<4^zu@>wGDA~X zSV%x88Yxx*fmN7tY5Mlf5~4Bp7E5|8zwmX|*0ciWUk6DmjJHEN@C^qay#3fPxa@L# zT9lR*VQHwBv$`9F;ybl((Pn7fG11^|YBF4~WdvNyFTwytLNQt&>c)cy4}LY%Cv`+f zneh{SpLaMy1d9%qJDhiuR27JW08pnL*dEAj_j24WL0pnr6UwiM={vP?Nl$n8E`yJW*z)zS*g z&C~B#gmyP-KT+?EvV(%jVA;=!mOq2{qM}M08xPOC>IpYd{|aFK^5NLA2c$_m!#Ub{ zX`xGE!Kgw7rJdl7P%l5pyJPQ7*Lg3;MOO;%^+op=Yx2UVMmWPl?}7Hecfl=|5Jx6A z1ZRwhV~n+K$AWiX_6DpFaxh{X3szrUcYs#!O455 zMAicxAcgHXSy+CgY996ic;(@FwRi1HQ-7xt=w!@XgYHoJdS=+>!8TS zjq6b`LEmX2w8$veiWMusoOWPFQ@% z%Lh6@O`Uz(3jGV|TMCIIz9pbe+LVxbTK-A9R8E~-9`{^iZNz;e@i^j#w7IDRs-ff0 zAI#yvJ_F2|4#AgC(Srl!3okK3UPDuJDJIw|V9dc6Zq956bVdvK_U+pn-*&*IQxl^s z0JL=pd6?LcG3rWkILHOUeCh!X2U$T(2||zduD|HoHSN@2SiR#+&>j${#5#;Q+z=!{ zD?ko1zza>q4`fVWb(%>gBb>y(U^ht-2TzJTO+*SgjD!**5tQoBZv#jftUzH{CDQ#+ zWPFiu!*cK}KrIm7B6JZA1+@7!WZBXDb^iF_d~S~(%xN-3O}ZIr6dALIKY9(Rf=F%{ zvI_ur*a_Bk*~*nyqN9(e&fZh@Q6gF*@+L82KqiuN>RQ&)+M4d#cL)^D#%8M+^jn}M z*})6eZ10gE#jpn|3$Ah%nVry&#NV=#PtF(ZFlZp1i|2gPV#Xoi?1mOl3mG315xfpjNTPiGzSXmg`ai?dyfd=o#W$=)H@Y z)`8WBI(&n%4j70y--wzrGvOHIg>I$-`;bVOfNzgr8e^LVq7mCF$IHXh{af!KwrnY8 z0I(KIm(kBp$M=Gu?16XV3iFx`TfQ|uJF*p|WNBTUUVJnthBc&Z16kR{D+d2J;RHok zN4Cny)V?~U!zbrJVchekyJ2`p$O=O8k~_nDK~V^<|Mg5%ecGe5Y&lsl{B9+_H1_#( z=8it+2k5NRA-ciCB2>8@oxyeN*f*u6w4^A*97j>kKWqH_{psc=eyk#bITktc!VH*b z;>7usdTb5s6xBaCDWV1uferOZC=h-EPP}naW-$A{9N$6tLQnu*T&^6Ff8pN(6adH{ z0wajTp^`cV8Z)VOx&>!77%O##E^v3UzGQYL{dCiXjmz`qwDlJzatw|WHCwZ}^vxUV zNPzs^a2ykJny|>;LbKV~*|?OH5HxN_db6?Z1+ip{92!LgDGb*pcSs6jlD?$1^%%H0 z6+EOa9s|?T6bfzUpZ`9LD!LrSk}!a&Zdb7w+w@c6TR>q&52r|UTYrClLs5xk!DFt7 zEQ%OLgE6iWDxl1dpe_ZjaXPmZm;&4jx2(+#InaPHJ|OdLgg0!kM8wL3wPri6N8TZh zkf5=D@w@#QCVnTzBxpE+vRDZxDRIJ`A7}}0+Sr$g1i=RqDm*GG80Q}(CD@NBFW6wt zJi%;4*YLE|+Zr};G8++PD3Lg>gL$eOk&#zGG6cT1wzjsw0`)YduLq^``1+QuTQPIw zF`_m4(CB6lUpKQQl9K+q{a?5LGtt@oHZ=_p<1&Wu`S|#Rv+jV|AhsCnn8$_YlWonf z?P)F+=uCUYs|c{M31tp~PvM3W9NOA7^s?1nn=iz@JsWxBhA;HayHQc`Xv&;kVG@^KcDX>VRj@ zB#EKYx2DcG93(;cAJ$q#a(I=AN&SyY=m+Si8SsERub9@Y-UPer?Qg4L3sD(cy?M_SCOunv?L@xbxzbfO<@FS;5N6QgPt@j%g&3nU%q zyeULmVhRKicJqigX(4i)6DLl=X+rd0tZBr27h@b|(hT(Vi6NM@72u{cVcUR}nAXg! zo$uGEkMfdVo^UbToQ|f0`q(DBQw6-QxE49sWMW*ZuGA7+Yd897*vo49!v26K1?(eb zoeYo@%M~6%K|z7E2g!el+zSmC#oQlQEM)K=DzE}+MgYlp;k~>gzZr^cWpToRz=Ig- zKn}zFG>H5e)9NCGI++!O?y%+T7s-HTb{H{Az$WQp3ZIEz!T7faqpF)1=Qa08aS_j1 zhPp9yv0cVK*s{0=5d}l}cCul0S2s#c3H_XwCsrgfcLiL!&&y7N3a8@ZbgI3(Q8gdq(hE!iTa9)X(~?Vb!Z! zFfry%BjfwlsP^yfG>0xWses28~gIaUVD88;dqQq1tP?riZ_NUI<*h`ls6R*)QZ zuzIs8{P+UIl7-H4pJH(0qLnuD@5af8MEgM*Mb0Y4nZ=Boz$jzvEkc}p1q{Y;`JO=oXkU^LdN3zNh9j+YDX+gH@JUeKIaXpI2gAW zQ?so`JV@LGuw!^7@RaGrkEjPA5_ouc$Xp>Y@!`um5y|jt9!xz)&LKdj(HV0sG_)3a zUenjF#A^p?D{@&K+G7@9Tg`W`TuS#qy(or|D4ZAQlrY6k45efyXuwM=!uo@P$1G z4Te_V-`AJIxf_Bo5~TXE!6O07XbBWhYN)$FW8Leey z!i`zjN1@o^mVdrw63!jlgjlQ5Xe>v$SH+B6nKd?72-4aN$egO^C{h5obJK&$$(px0x8d34r3mo{YwH5tujnC*8i$7c*#M?p z!xkYa_ z5>5A}!6WO!P5F3m=ZAMhOLzNY;(p=6Izd6fN+|}IhY5{OsvRi=(DQFtwE`BQe=9|T z5Y8&{9A61)T^(XFNqgY1Q@Tvm0F6)pI)41P^(&X-PalRnC<-a&ZOu&k9e>dIsu02e zB8ByokgI{a^;ZPEi(=!)APWl8Bf=D}I6>%7fWU~U^(N}xIPj|pkPA>sQt9L(-Rac6 zG8YyBqP=V~$tZ^4;GDmD2LF(8ehWd9n9vFHiJN1aMw%{LKPrSNnMmHck2N)A7(5*Y zQ4Pz4woqs_?`a*JtddqV7mTxvQa@D^JFct} zSP3r%U<(~4J&BhAycqxmnW9WieBK5A5_Uo48nH?upkE@n9)$peUpYi*5u=m%&Cc>? zWDW&Tq8MqN!1=FZubVBctSn%c1S1C9bjWKYVRD`q@x>#sHX4P2s8yp-CD?U%RtLO7 zrV6SCm$dIeitfbdg}+a;eN5{LaYhX*i3h^kqjw<;_4r_WB^cjY3@bD7$f$KrK-M5> z0>h3WYKj;RDF@K1U7W1#!2Ts18RW+DhKzrz;b&b)q2}H~Yhq$TCMl3vC5W7B zJ<(v1Sz*|52<-)tVi?((51JQR7%cBrct1Bf=A#J)9atVVL|f>+)8XGwZQ_!I1rS6g zv4bK)$#Fo*-V+lOg4?!n!umvVBgtE1{YMm_%HUqAM+f&*4BpB>2l2}gI`!tcJ^DQd;EKLmLX}BqIo(I ziJZuK)kbd;)+$?pQ@0zejuhFC|Ho>6^2QnlsoZ<;K$4RW^A=@()#c^tou=w3PoXp@ zHWnu3rcp1>HE$<#IM`ez#E^)|F(RcAS3`?IY;)$>tB?oDMw}S=&5kz+wuS?7q9+og zgNvv`>g*U8h(7xjkQFv*RZ$L09E2cK4L@k`9v5P#1{(l{K}c4X17(WjZ!-9WZ#p)> zS%y5I2|8v8ag}0kV8mA!YWRVN@|-AIw@hNsp|p^89(e`TU=@yLBCI8B_oST!lI%Y7 z`UTrEb+c<6GDy`JfG$+6gu$k`q-6KcLX-omzg_Qgls3xmf)u=w%#M)pG$1BMf%#2! z%SOk;JOpuKjXFE+NNKIRLg@UZB9lA2t#9RTihoCG`_3#-nt_8-fP5bs`j^+665Etr zd*L-=eyO}iD+H|aB0W8vdy`ZzX?lSWNUiT32>vz+10@s@{Z}-yenK%v0^EeBkTczf zI{Z{CaU9=I1AAX0B0>59M?ws?5xJ8wXn9t`y^fYAG1}*9z@Msp*R-lbFgbbxwz_fv zjxL-61lMur$Bg*G)Y|`x4sAWAmjZ#^0*q1bz?CYFZ!FJ)t$!H31EmgSs~od?q?&>s zOv&4if$9x7<%cHrNe+L_zQs}csKA%wv#KX^c($G4Kx4giBp`A|d1xl}QlO;&F1WgUI{JeIEF=ePq!=rWQl1cV?Y zS{$6W8f^qed(3QujxzB#F7af;^Sk|bXi8F&_?LCK7u6XB`Ea=ZfFo%sY;uvYQCO=0 zav=_Ez~)1NWCDW-3oY>x;<&rbFA6c}dlD8*2H(er+sNTAteiJ2*T$=_x_0MIUS6K* zs=b6L-%V8E>?ZEcZy`EwImmP{YxjV&$Y;=<^xtaUM-Q`6U-i-zS}Wa0DY7q&Hyy%3t?PPD~`_9aS@A zT5zF?sVpWRobVKWPsDIx7C8Au)UNZJ0axkK{t~RdUL%wo>yVrGmIC>*;l%;;9*eXtXeRwLD zXy1OmeV$b@Q&X+3u@&wSd6eFh(EWm3kk7d2z&OA zc#Hr2yQPnwgqO}z+_8Hv{GE%23!8TRqqM<~U0q##?Sn9xT}7h;2W&0Qyr9VFD(Tz6 zju3+(lth=T%E7O%mO@)q#op!JVJF#mfwV24z^-6m094ZwiX16PAT1jkIPz(}uo$RQ z{}~#AiQoKZXhg;$a}ann@q}lrTt;tZ|M~@->A+q$VATeg#@QAssY<6RA&){~RKf8F zS?eEOP&Bjddza>XsC(yfdRo|WtMk{!;=^ETb0{fffjn zL+h1|C7Fg#*gVM^AI7)y64+kz&a$Ap%07keo~EXJXFetQm6fTfX=)OoLBDd~TjmOo zkGseL9Yint@EyQ7>CkiDwj!S}a_|L4Hz<l)0uv zDiMT47tdJ|Q$Ddeo(5C*3;-f*250=z#=n7YXC-DW3{i2O8N{Fz(5z?$gA;K z!_uk(ZvFQUBW1z?pnCZtMT$i^5Fo*VNhrQKv9; zz@`kDFc!zU614UcQ#lY)tf#-eYbT_%g}wraMDo4*qRAru%{i0KX4G!$LNJtJ&<>0WZ!V07*n{>_!wMB1PaF6P3qa(9ntWixr9P z(=VSCKl*r!Xud7Q`b9r1z{00X`uJ_Uh@QySMe;zS=s--xxmdlw;hZ2QpV$sjt? zmVa!FAXT6z3A0x;JDF5kUjwTTBoqYFAzo=9jPw){X97V&>{w{EFgQ>w-fI@+6X7(# zDn!vpLXu2ezzLTNTlPWVj4wpzI$ne|(mgYCA9ZoC?QI+1o2Z%+wZTRmwa2N?M}E{E zOzM72#45nviPImdq4(%I@wm*|-z@`5vk;6@Q2eow+E6b}qD4cz93L{?f=+OKl6peR zgGkslIqTfnzt^;R1KdTxa+5#!_xUbB>>$c z_#mhmRA(Lt=)|UU84GSOa6VMZLP}b+%e}EnXhmJLqtbufn4_ZP5rBtUGGXBEzcDTA z=qTa=%0DG(KJ@(+18D*PMRcN1O6i!Ho+j}R0G(dd)a;!T3tq8W;@4|AXs2P(1NaCZ z&xeTjdTaWTG#z!xjYi$yyNZIEz>kpnv59^H90-Ldwu?_s!a6qTR-CIs@dHiMYA?Oe z`_l(jKD|NgW&ww3YvTPV{J@Tzhlc=KgB5rxccP=CCq<<$f#iLVeYgRh7dZ2}dsuXj z{~IXtH(ujU3Gk-tF4KpaY3B@SeI%aPzm)#r3G%tzq-|H;E&76NC!ms=FOY! z7i8zt*r%tbuQ$qg{h+$=m@SBW;}WXNTe8ECSPCQB^#e4I)6Ct_q7lT7WkoL}LSN|*r6cP=y&BHEX;Umx{(NVRFqUH5))Vs;q@`$+TT#l7Bn@ZdU744~TCcU}J>M__f9?FW-? z@j3xzAe0=aXX2N|_CrSjLi0tbdJ$@|>pr(3zupK+>N9i!#9~g;Ch$vMR(iFXl*EKY zZLhDcAj7pJdULb!UZjf^kpJ6$5$I<*V=aKu_OrpUFL04U?~Nh4n36VO8tW+ zFzw2RmHEg_0I}`*=+Sv!h^c{HknaG0%VHvK#iXhk3UWjLzmUdlsD5(-=?f^Kn0ygv zLS?*zcKeZ~xgSwg%v; z@(A22u>Jhw8XLO>*ci;yOCfwcbyXX555YBwClCD+8K7xtui$IAd-ra{!=*z$mwgB0)mUIzB!aU0ScQKla!##-uP3M_?G-Zk3NGL|9}f zvIQCzU`W54uS9jmU|%QQB5=32&}t0YdN zB>Pfee`;#Q@C7hOi!ry;5DkT-D$PrCG?G1Z zbVdSxFH-H{n+N7eoP08DX`)+f;aqbJ*vlQH`pT?f5V@C#&3HMKC3gNfbU@HfzD?twlXi0&ww7Iv+YX z;=v;>p_MA98R%i64scF_6bCG$H25pt%zi|oqw*mphbx>mM;o+-Lovn#{Fx+- z!C!X0W)O%U9Yx$V8K+;IRF&Z*!yd1`2iFMh=3m_+B5HICGn4pnYo3q1cbHin+uZ|* z)EHtX)#-FtC&|b_$PrwzFJax9n;F|gTr_wxo|mNs>JQrwGhx!G46BN)RM!KvcT}1< z7hWuIjjfz3yn~Fj(mcTV?LYz1N4aF;caWVSGN)o(YEMOk8$&h6gJ$c`@uti|lg#a4- zfED=ef9sCkUueM~6UM?vgjS#i?*RS)s6g%CpXF$*uBKWeq}y|EjJC1@-X0`UBG5Qs z63j^G5!?~P#sG&19fk5^(ZEPqvgwn^MR=09qf0W>*KU_sIfI-P@x9k{bpxNYqc#{v zs4dLmjU_K-woH>anFBnF`_ zZM_if-sL|JyCfwEXNGM9KAYHSupY_h4K} zJNlSPvA?l%Ud-EUJdwj ze~h1fjNCxaa9y8wo-%1gPNSBP`hIi}r6W0D$_+^EB_;*p10n)KR4)nv+vzCcLMiR{ zoc)UHpeW*1?L1JK!Q!LpeEdZ@5SG?il3M!d({fT^VdWsPaqzhk(ac1>i3tGN*k%Fj z@og+m6P-IU!WvV;qlTvJ)e}`0lRbi%dQcaTBpPD9MSDiFv69cG(L*=xtV%sZ5PA<}x#0So|F z$#S`+loU#hjhf=!$qGc@1aja?->Mytho6#Z38f>JjMayQ*eS&DS9gXc&Olp35xEtg z<>UBpu)J+N#iBid5~KpW{m|X|q3n z_AE8t5_E>7kD=m81EuJB9atMZC4#$jy4PT3Y)LgVScu1p8Qz2<&<=T?S`hAqyfQzq zKGc7TE(c|9={cY?=8(N1eu-pH9I*KL&l_h@TjHoU8lF932Ul2v+U3nsE>B`UPqH9M zG1xvHEa8D81>DE|(y6f>l?9E@`)WSPV~|pkKQHG=`Mp~isPsUeV=8MbnO!QcRPn!F zdJEcO*WYY8(&)BmX=SJ|;Boq>;_xu0^TY|@!`!m-3G_^K$+=;!9_j`;oIx8=IZvQT zZ3RF=j&4CJ2Jga)$O8338#O)IlZv?1K+%1`%70qh5l{>LCZNv1Z##1<{y3m5d`Dy{ zG70zn{YeQFTd#gw|K3*V!wf_d`9E~m@;+;2q@_J&g`^=^@y60DSL1?Zm-vU_jX+93 zsY)J@VB+@DHjMXAOt}*^vfX}$dYf`5@ly}R-|nd#6gk9%{^5gse&Ne8l@iDiNpVhA z0JN8a%IU#@bN0uUN8R~|ZzOv75f{F`9CYL!I1ZtDM^Y+HOv^0|NnR^dke!V=dmvgR z*glTFAPEnsVP3*FL^KJ6PDJW3*@RGmft9?2t&wjeL>N^g=pWF{6xkZcB0#7>oFjy3 za-V~36ArEU6ei&f(jXe1*zxI!Js|uSqgpb5_FgEe68yR;?mXcM+PX3hR{rlA{0B^? z#CeUT`1_9^j96fZs})5m2uzp;-{8Zx>~`JV>lLT-OIK>&{={5PS}Dn}I*&6^G!+By zGDQE-G`pkz07p)iO#-Np0gvVUt*(Gt;%xwm5tu|U$}S}m1=PK?iyZY{66hxtjgPuy}3}z)6s#?uOZ{ zX+?xfs2L%3<|NK?kj1SK1Q5`W)bDVD|Hx^=GbHLFB(?ZYH3md_^+f7RlxiN9PQAnb zDGA@7X#Pn3?L1?jtX-rf-q40Ce3qWRDyX+6iJc5}Xl;rCrL*y?zJ!h`=8UY+62{k$ z`(CJj#wQW){a_Y!np+7mA`4+IJv3;_KY12+x*(+&;bI~y!11`#ns9uw4o~urQAe4B6Ia^{>QNfUP>4|1eC0^&34aXW`?E2ek*d|_ zG&C-uhXHx{MRi~36w0IPGq05)-U}&<0Yx|%vlzu%E>2LK@nS%EbUCeQvIGuNVHW ze6OFcuMC*`0o-=(tf&nL$vj0IE+PJ+<4+9;l!2ql9+dWZlCWc<3_}$i3DGqP1_1^^ zQ9wf8LaIcHS(MqAfC45OK0uTWm(`-q;S*fb+=n9`g$jRMmceE+aN!Ea_kf)R-a(q;_sL`9Ng~rVxhKMIiqMds z!Kmk5jnqX1PhsJ2!yF`92F#N*IC+TS3qL_k9cx<$-5kF&4Hqo)TX(>0F8Z|-iw=1N z&S>`ER24bwpN9vL=uTsNBttBOLfeMRq{Q ztlm0mpdU5AaH}aOC=f9s!SYD`gMEX@F^FLiqPf8jJKZ#a03i?w$)L>WJ+t%jctE`N zwWAOR&@#?|QAb8KI%B0+1vU}{4jIGs8e-PGAxUA4);)bp0gwf7lca$^@qg?ksEhDk zbwdA+MJqBk7B6#s@j@g-SMOsm7b~~!Opfhf)Y0Cgq5Rdo;Zgm>{eqlJIDht6{Myb< zPC5##k>US;ut)BizhYC{e&6&@#LN zgFseYyhsO2BvF5*OE{zH7)L-H0&EuHoiNixPyhM>rvlc#%`l?1DxFl*#GyA#g|iL1 z@D+e{*^I0QB31;-p;`w(3HqJm#zc+;ZS|X4sjq1Z%(c8mg@pPS;f?~K3F-YX6|x}y zfD{zE>yY6<_)DnB+yJ(enW%0i9Dr)gwR?nwkzPzA;rTzRZj8eHC8kf31XThLSL~=Z zqA>BzG*zCkOk#(^40H#6#)HH$l+*MBdl~l{d|^bdeBFmv@5&X5LS}G~g%>1C&@d{Z zp8&&HCcf{`Ax;!r?{HKB@A7lqODeHZQY1ADa!2AqK>dNi{b8S!o*qFDAd%l?J8+S# z>wWEoPfGvzKXI|MI~>n1m2^#X40dq%R=z-yz*3>ZJZ;G7Gf{?2)`7B4xrgK~uw zO6{k!o}Qk$E5@HYk{uuzG6QHPV)T`n3}J{!x1I>T+iQuPBMbfuR!E?C?cPle)G~wL zI^jBzazi*sB5w^0h`j;r&_(3V%gM>z-9BZkjmdZifdEFg*!n z!Y<4$D#`&ImZ;sOh^$Bl`Pam-g{Llz4=3P1$`bvi+>DRs9uSiP630P_680C6n8Kww zZ0f|>g<7{2YEn1A2Joic!~#i_L*zsl_>SPVKTUN11or@a9scAH-OK+GEh=>iy^+du z9YD@o7)m_x(8xiDC?tx30=M?|hPJ0g2{HZ;XpeZo#ChDC5`Ye*dGR^hc%Uft4!2g3 zvkx)(g4Yj0MITPrXh@1!IIA~=&U0Y6wxVB7oi#^U(XlRKH#kgyeC!Y9#7=Oz;ob7zCUhL zjVVsD0^xp=MOpqPTnV>H29A2%bDqj(4BkqpxC!$KcrECg4ODo*6}B}v?1Jmf4Fulw zK=BI76^L3CZg;S#6+cmNpur-!S(Gcjf)2Vz;(bOSS*m3?wHa0z^pV6FML8DqK1W-6 z7OBHz9ymG8TubfGBCbMoVqlsWp~a*ItghsuF3h&4% zD_5_!K|?`IaBvwSQi4xyA0OXh;J!zIWW1@BY*KZS7$W=?7_@+iW+heU$3fyVDnDi- z4Efi4ens9qXlQcCnAbtVvwVJWbTPAm;Sw+ja`)}*>~w&F67CIfZ6yE#XmQD84ThxV zkaK`D^96Jn0E{TmXav-TnErxRp7jnelLTe-Y*7M~<^v*?XnI!m48xVH%%4pE5(^%Q zTm*q7-)muJ_TF463B3eNL<3f_7t#E{j-mq{TN|}ZQnLd3i$@r%p%S;nDN zCC5KtWg#vS$m8V$H^P(-I-M9Pa(XIE6AL-*TKoG~fVBW~vcJNrqr~n*)nRF@2yxHf z^mKNfz1Z@Y1$rn#K(%QVGwCWAMjtuIfWm3nKIjFBSCLEsD5A|ry44`r=0+ung&8H! zEzb{goU&ua5vvS5?K6fcsx`4e zZW(HTFe>(-OCGo9)TC-_8$Rk3KHk#5%GhOMDE5uD^b{jSkgNJL1i8{ymkN?axGYIy zhO0lpDQc=Z{GCcr8Bpm>{%#@dt zK@j9XTPJ@lJuU6SABmF0HJqHjB)pgeq6G#9=H~H8H_v{Ua(=&pe`zIQSku$@kf3R_ zhDnJUD57}b6W)`4`}0c4?nCi$YysyhgXkW{UkpSHCOO&!J2|bgbVHstM9{=FBY5t) zl;)YQ?~{=y3v2$H=t~sfdRIs&2DfJjl6qxs1#HwLjtS-=5~l&|tnFDgV6>32O~`fK zSMtYyWK0Wy>CZ!zqo(Y0%5kS%e=8lS)OQ4{?(4J$5mGqYvS7S$#MJYqGc3u^CA6yV zm};+Lt;{qn+HfxjNF{a;a?((~?H~yVr}MUQ=>r};@5mLYu%_I%>Ag75-igEAN=z_QZIxzNI)O}y^+zO3xsyR9W^kxSd` ze{6**0Q8zG)O^tTrud7h*=gDJw&0kE>8LO3gDXI(08Qq`5gy&er=%dB-ONIidu*&Y zcqR4itSMJoJ|m4s<OH|YBehqiNfQZ3^A6|Q zfT|wv5sk&19Io(282lfS0|U=?O`s#BoeeuY%v*}|vGq_jxkpBFfoH?^rS5?3V)v8< z6yhk|KQ#8kjdAxb3+f?8%)5hOLC;mKB!-SQ>m3ugE}?3tH8gzs-qfzXS zBU4j}84HzoJ0x8sdW@W!j%JH|GS06!_!Y14L;Vzm1sl1XZsSX#=&>fITTGh!qVIrh z;{rWAJy}f~p6M`Pe>uNO0XTAk%(bl35;$V+gDJlB$b=U&jELnBqxv>SetZk53gtSwzl5D?Y{&k1VVRiVPQw6x935NpFeV+=Xjv1 zC#*jpL6TO4t?35(0DI)OV5kE6I@0xLbq)|Rcyw`8NUV5m;41Wl-+Lswz=*CSI-RYv zbBG6#bL#~4(1tPzL3r9JS>k;55~}7}L!+sin^)wpGFjwKU7*8)Li830qe=AY_R2t; zOO1=F-SCjBqNy(9+N7FWU^P{KlQoL0gWkVveq1zP* z(>fm@0pbWaA5 zLMk>z#kK+Ho~4sd|Hw102SaIc!nH9$L}kcMqZsjl{1!zQqk%O2Y9B@!yR zcs&4hwz=P(oxz)$l-C1Kj7vw7gKdFon%U#hqc1wQT1P4d_dXxu#<~xBE74Gc4@(9a z8K6u^OGG@|m=~bL-T+9n$Pbx8j2H>TAXZBB#>H@+kRqLAA}}!Aq8DGv9d$F32v@t# z9p!cYv~unv4%!Sj>~-Gbj4FgMx+z;vKa>v({J|Fc+#$;N+O^dj+%AZ-<$tKA0UCw{ zM}0#P0I%K#3_XIGl4YJ?f3T%skMc53-VA6`}3n z7xFUSm_rfb0XHc`1lD028U8M}Z*3BIM-dDFv-85;w2F+Ry{UCNrzH7m)9wXF9v zwii76hUQ4E&X3*(iz|vwb;HRK;?hJHMfM|-X!*@%X3`3&2vMNk;HHkW%|oa6FQ0oh z?P#w`ji-m|k$Dw-(59-`%=O)d#BjiRuO6~E9PD!w1>GgIZN!PkKNVw*GLfR7)KI=O z1%p2wVLg>qGRv^|qJt+I1GGr|!M-b5J67QiEj`vQ+&U~KE-r-gwCK*;PXW&nuO#1oieqO&m^~KnvZ@ z+ik!7a(v@qbre_+x!{94ch$DMcW}u5q1$%kP27<$= z$VucVRfQmze1KzL1U`)^{7`x1FgAE>T8f>))z#J4#>%0W z#6~U+13AHjpxBZRWR=)2m}f7gLXD$zW!pOcAw!?AY>9jOdBpGf&}$RvxU{kbrhuD> zNJc$Dm~F%{FaeO32Ereh0s>80cLu%mMs#yaNQby^VH8N9-DP0>a6URcG!}Prv|lvU z*K6oH@o<;oOkZ*ouqsb#h1)jnFRBYxMir?ebrX=5%*K<)>#z=Ez%PUep4bxz6PbAp zWsw<>M`*Rm8ineyBhE~B^0VGkpt)mP)LUrI7NtlUT&lY~AJ-Vh0bT2-s=-7v)F`CJ zz#2%d8KjbhpbMrXfzF8Oh^fs3xhgkCqjyo)2WwTN6lfqdsM>i`@vv0fy-ZR!ujU3VoR2UKTmr$zaEYzpW z%*<%gHRNgmfFQmzsxYOSFwQ)vkHHtdSHYw#HAOj17h%4D;e>(ijr7yXB#)a$1sI6O z%0@XkIu5OlfwI2kci-{`szia~} zI|_?XY!0ahjFzsc@zqOVvc8Zd6$(NT1p4Pd?UirKKEQg1^w)~u;ww43OQfDp%U z6MRO>x988nThUf{@t^2(f5`#X1n&pAVv=M@xleBMp}E`bD*|1t1!-SC;eM%X6mWQQ ztP~z!E9#itvW^Sr=}=k5b>rc5iv2wb-X?ke4Li3j7*FxneH@h=2v34*($>qk>RmMibcue?0L3WLx~~{9*rMM!**x{YOB$orBkXF z(Nya@M$e?rK);ps^~TqMj4S<{CT3pQsJ!0#EU&KoQ(s}2-yOe0!F6>LSH8V23=XNV zHOiu>5T1xFU0;1GyPFa-dFeSQig8=2^l+fMRsssspt)SEV7r-*VQ1Lk^05ZCa^%16 zzF_{At+{>&bz3~0@dfX>V!=t3inBgFE00MsP_7X_GCUyDe}=4-07OyBbL_h4no=;T zQ67F+JLrOS2$-`(V4r0sSv_eboPWNW&~1(h;fvUqth1)cSyzH~30rUp!NQj@akzp1 z|7cu)$Bj=y;sQp*7wldyKr7dvg>#uG)3&UT7$e_<<@xl+&%W|+_H7*av_q5;n=upP znqu>(87o2$IcXr1L>0Y#@|mPm8}n4LKnQ|Y^pOX~d=I%69=tl4tF%1EoB zSNH(SXUXs19hSH%{>s=>$&T;75o`EAI1Nc?mx|fj~(H z7N&9V;6b&*t=qQAf*i;Ic-r=~iC$7p_`KxtUsqe5^JSA8+V3*yQxuDB{+deD!ihL& zGZLZA;@2kd>oQ2yTxNQ-3o_1AOzW;L)4$rfkfI{r7_k=MMr`5b?MzHcNgUb>m8$a5 zqc>r#puKW2GbsOh&xtj6he zn)ab@FDc2(duCZLrH=TxTFc5Q6${bbIsuqw3OmJP;PcI3$fd}R6T zU!AO#t<}{cH^Ng)ZU7~}COWarstPe!0l~rXNMGsfPD=d>&21{mwB!D8qYt;<+0=b_ zZo=>3K4WqKSpxc&=5NM|3SdWgb+2BXwBx0wUkTDV72aB)Yp7bHAjv?U*4`L*J!lf(2}F0g#Y z1O0{vx}^)ZS{e3@!tu7HPJhbxmzI|Y@@63W7?)ZNB=1UwMnTSTiizVYQ)hzFAFHTu zDM2RJVsbMQZAw; zLcjz;vweYRZa92y`pIi@5&Z>YhG;LltDg8Fr}YOJ!IIn&p|p!&!L3OxoHUGm@+2uH zMrwbHV>+feul&A8Cv94svSueLToOSLXuQzBhXRr|IuHCEos3ITrC;#E8><55vlifq zRn^J;d^pD!J;oRG5LWFz`wii_GI6S8aJ|^x@0wY+7z4$%d%#fY_?PniEy)0!`7yQB zwd`Wi*{5O+5s;8*iWc&wSOoDf{a0VTr?G$Bv~wkH7uC0T?Cm4WKxIg)KOb8m5d&tN zA3jhd>lJ=uqZk?Ykd;etjZa}*A+JG&r!tvAFHdsHS^^l^IrFo%wZ70PFD17-aY@;Z zHQpGH;!S%g#?@HxZt=wQx?dUje(p1EnbGBx9Y&l<+m{~5Fu!;0q&9z_5Q{i&?4HTV z|8*p&CgoYDK}^@9)B5eRdrbUZ-N4dA9k}Cx1!&LwTGH1jQrc@SM=s#ygt%`f>YP;Om*@K# zsH+#hx?Wvlf_Lg4I1rVJg%>-Z0yI9iWE)KDo=c;)QM`01>d7&RQsMghSijkBs00G6 zaQd`5+7u8wdM876OSd?Ug@T#qcXBc}PXpwZirTs7p;3wwQnDLh)QQ>+#R#tP2C`HGbI{&v-xPrqs2n+RgP67;1+2TaZ=HK2 zj22B8KK6Y%zp9ZmV>&B-1Rc|nl|i`-H*V5~>nrbmKI-U&4DR|?(2Ynl51SoHbuoZm zTGVm;S(Oo4B0&Ec0_NdB{t@5S`D++fjO--VJ2`qsH%^=H{SohJ?`9b7f|#74_7=j5a1i znX0uD7u!$W=5|?RnNa?D(Iej;Ii-+>si(|jz4*?FztX(o?&@r8T)3uh=a)Y%Kh?xy zXn#1yT1kDUPiGuHNUr;IWR9LkKa|#L!ZiKOkePV*Q!WRp*>f`%wfYy z@{Wodr9>#r+vgZ2`8Y2xz$dWd->Ns}=fA6>tQ3Rf7AAc?@+Ojd!&em`4+%jus=%pK zkltMuPM!934pOWZ!F>*u&kxNue!>lFW=oLqTpw38gH=PSHP1@h+S-cJff%yFr{;$ zm`-vmNA{G!v^|*GNl=S{VPU7F7PzZ1<>2+wZ}?qTj$?YZ&U80KO#hZc732s#`!T-NT9c~i&$Uw zF%;}r9crIuHQQGn&r5&)Tm%9NaIA7D5^JHkB%fpZ&)=;jyQE!KQ~nG10qBYklUJ#0 zn!Bas^@&<_eIbYF`16v12H?IDY^+dTQwsL{9&e$-fzp?BFE{?(FkU*mDHk}dKWt7S0`4x={OE@ESTp85EFanH> zaLSTKp<@m(&A91lM|ovU&Bq{^YH&;o4vJE9ct(BS>9XhrZyob7>DakYv76-nGik1g z7G1GrP<{b>6UGd7?fBb8J|?? z--J|}Fx$4p89=kQ+AQ77i0XC=AHVnsmqIRI+FP5|6h59(zHVVL@?l%JJ~rF>w99u= zZ5C0^D>{`QMc#7LHDpr}wv2u)F=ca{wlRr2uB=?JV8P_?^a>FicM3dG!CmM5F6O<4 z)pFK(7l3Auy)|hXLQ+LnQflEBu*@UypmoD1@8#{Sf^^GaltD=l(FdCR3Kn_F52c3^ z1ouMj%r6(rS1^HgF;YS!rpdnM8I8?z6SN}DVo*b>;o80(TKPEUv0Pb0<00Nncda`V zjM4DYU4UBnE7_T`w}P)xYp#D<0t!AJ9JK(#vJv8=c%YSv@6xNa19d_&J+qJ3Y5OC7T=vZg4sd9Fds# zaX+^!?h$C8ZBLBXBXJG5cJ+6CI!&)Stl=rXeyUaa6|=!x$UOb{q1|J)OnWx!^q~nU z)B^l2oR*kKdtnlQZ(bSZ*3tUSPOW5#vYgm7JFv)U@GZMWu4TfZso#6BB~}l-r?Sib zp)0?fjBCGnzl3$B&0DDSQd&F=ZT6j!cZl{p!?dOO(d9pnAmHDDqY!aS$-tN*rAbfM zOS%kdAk^@}C*!qf4n$)Rz7&s{Z}{z5B-qA+z59wjeERf&7mV|ZFC)^@(%>NcNBf$R zfVszmL4hhV7^Rod^Z zC7^BT$B&jy-z7cfD+$HxRXBC(4B8VUsCKRX>@R}Tp2!$PREfHdPGlwk7l-}=b>!rb zZwun5^Ughn$hR%nvt1g@Xm^n52xquw%130X4cF;~8vwe~D6r39F20Mt2aRA~ZqLpp zr?Dpc$*v~_*SFduaE465^9>&#A5_6wrp{jm`%&lU?-K433VSrRR`*Ki{*admL)Px|#|Y!T_ohQX!!R zOX%~&F_8f<2xwQrJ{+u84@{b(X5U>Q<^4HmJ6^Wf>}sZK%1*px#C)+d zC{fv$jhi<7^}MM8gp_12xM0(ywkpr+1F&ilP+z1WhiQ;=5z5L@X z4<{X`_yX(m|CsvHs*Uf7UwKj*+19LyJ8zOBoz-~#_{qLZ1!yy>(e$t82etfGe*7Tv1w^1XvP3VracEcS$R3KKFfe?FO>qxxQ47 z){83tfv;JEzpI8)#|eG(B*Y1!T3{76&Ggw63CxY)ssbNAOhgsSk0}CaFzh8kAcgtm zb9++qhD#35rnx)QZ_W%+ zNK8&X0fzW1f|k_Io{dMMP}B9Y9YmS}*?eD*4g=S#WV#sI;0@44{ep?~*JO%#T4lK=j4+ZCZ-3omlcF4vdWc&H|YLAu0l!Ip=4 z=BfLBY*5jW4~gO_u8F?zSjN&Q;oS)LjD$GFWQ*1Y%l7ZVQ)q!^r+*!G$d_>auH%m8 zMB64lDcmo#=K13)MiEz6RZYXHH!n_j_LBL-h_Xu){XwTna+e076+<&{+Il^}ng5_O-_KuNtiR|{ z)91EuZ%dV_T=GfE_@r-syI*kq`nE;8p};s*P^D{kg5~>&d3t(-EY7#@6=jp{%-V z_SgzW-mN#)2MFKYT#&cldVRn+yB4F^e8s=M$FIx%t5tQnu5s3w6Bj<^@J7DvXZq(Z z{Io>7Ds^^;#@KJlukYT^dF-h!N852w8heEndhSFZPyRKAH8}dB8lt^|@iuQjJFe7a zch|7oecC-16`dJ#Q!U+_Bk0B(@_lkl7QC?Rt9Whq=(>{#H^pS4<=qL`e!H;npnvM| z6DL%08Vc}$&92z>Pl8+3$Kow5+i1~hSTVT#r}r^x>2e+tA`QcTOVy!9WI$3ePt zyl|(O*dzJ3t}ItFT_1dsc-MVe;&N!8kM#n&WiJJn94|Gr6ho7QkHYz0x>v3c;6bhM zD*n6vna(YQBN4oU?qxDei~_)+|Wnvg+&@*l-tegkqTnv<5@#S9Wd3 zNNk)25PECC8|pUVuCpBrDH4PtVZ81IuCYs)*2=tWkkM>WcA2rxYDl;6>-_rVPBgvi z_l}w#Ta$v3GrD?uM#zUH+Xwpl&GLu`3js@=B-Wp=Qdt=$af?mz;{2}X$W^En;BI3a zd3uj#xUqw6?E_AU<|Wkk4vz;hh-*ZtDsb>%U4!Ye&649{0A0VWdu079e8=2g6pz8N z%<_uXTKA6cv9d8;pA^6qYIsqVVtJguFKsO)_Y>`p;mVCEMa=ri?n*kC1`+IRI%?h7 zygmwsY8~NLtY^Gswm@K?%_}W^*2wlY#Ud`~{$z#R)7L=3$Tr5u!*dK!eGO`-kxJQ3 z^8V1MMWM9lL;W%ACID6Yfq8{1oY@HvhHDx(-<0Xf?Lv5P*=Dxs^focIY<1mCMNnmsc0#}e@ zL^=PY?Fam6>%3Cb2I(JdtqhwHmX&1Km6v~WWqDJ!`ugj>2j32j&u$bcbXnxGf|a`I z4^$H)2rd3Yz|V0AmM0R|B}H_UVrR>p+{q3oFTQ4@M@ zZ<7d2WyJq#Yr4Le!0tDehYb%RpBv&8kF%Hv$aQQdJ-vAHk+V>`2 zR*P9QcKA5n>d&L#2VGy78~w4o1#gWrF6uPepfqbBV-i>qVl6d+bq@=zg~LaR%KqxfAObA#FUOS`(CG*7GP>( zLDz(%x}fUHrC$Quw||EAq)g9>ktKK@3($U)mDZj9R*er`Y!+YE7ppLtobtY!MR}Cu zOSA(mcE3VJZ3iO4oJQ;Twf{6)RCJ-qAiEx!+k59*!1%=}VZw!y4a0k{F&srF`5Uv92-5c!Abl zgDjIAZGQp9$Q`0z(o>DqjDHyfG~_&9PkX21%6Qhm3sL|x8^Fjti8cL7Rs;I{rQm@O zJt*JYxRLfA4|t7&rGrXp`2F-z9c>=?nI4pvx+Tsp&Z$@^E)SBAlS#7eo zT@%IHq;V$qQ`Pp=^7JUW+Xry(GC`qs{8B$;zQFb6l{i=Hwf7XYD@M5@=z@b%!wNQN z3n^f`H8T<{&O77u&H?Y%G@CB++ED3)@z~sNM%RmN86GAG7K3{tf5e)a{@6ly!En!u zLt`gmdy+Xd733rt;`s_4N3WOOWwbI~-}A)?Uri0Ww^|AwqQu0WwbV^dOh%-?VnK~X zbMoV97UTDA^ZnyUkZl zi@&dY`yy9G9bx8T0Tn^GGP|>iW}Z6FPUy|_&&{Ti)z_~u{^)-J{F$V$F7EuJ*Xo>k z`mudx^88*cS#GaaXHrmT8Pw1qVfBZNqowH9`Gy~C0s75xnodEX+E3-nJ~b5;T==tJ z-Fd?9c8zlDtT7GE!)$<<<%3Ce}dIw#I-Q}z!o<)zp3(W)U zEOLD_X18STTa6Ut-@Dq>(zJ-@dT5f;r?J&koTedwMyai(D9C+KlwrO*J?RDB^zdjal_a3?F`?K(cVwe z>Ywbw*xAY6KK}3(7ebhlq}pc=qomP%Oa_LnSuxs(t#skPayaz>0R2rF3^Ltc zY$&hNju$@A6Jn73J~+;*4m(E`AsOKaUbc2u#Oqwlo6`_LS0A1oTtPr$t#$g_TPs-y zwh&nF!=*=s-;^R8QhYE87?;_E7i^Fl52N2)ZMUHk#f~aSGAt+UFHF$D=eBtX3}f-> zB7nu{=3~oT4!%+c&r&0e=_jWCfB)3+;27GMYQV_~wFe)Bi&~XdWi9%y3s4Zy%v{#Q zZD$9y7Y}PK4qFS6DwL7Uv%LLJVBZCn<7YaP9PcfI3|5By)2 zws6+mxT%~q=5mPOIn?ZHi>Mo$^&Yrde|#P4@-9xuW_7N_!bS7H`+;@~hxa`{+ZfI$ z=a1g4w6s*be&1@dRMz~r*XVW(t`(q|ENK;Q;>ctD6;loEy;QdEU-T^^SKL>>&t~Dr zf0>?_>$A6UFzx=^7EsMcu~p6wPXK(6JoGoqk#fX9Z}yzAs3hr8HrujRO0w)aCVBiz z&EP%zD81y@f~0SwZmMKl{k8DB3%0>Kg-?6pb&QizJd$t&@i(0;m6FsS8_A%$Wp3wU zo-GYq=VIj;^Ox_Wf;Rr{%To ze?XOXPA)v97jt3$trg9-axm?>%G`PX?Y=q*@pUxRbMsyDfx?$1ZGd{89`RMNU3=dH z_|4{VT)gWp3&}l8_v4a}E?`~8Nd1MZDVNPrboc*-MF!ZpIsTS_c%ch7el=u+BAcr# zxwojwWEH`ln5?8kE*>TDbE0lWr_1DC<)AnkhD>edYiwbl6z`p*uYbk*Wep9HmVDoS zLgXU%{7}*M4Y$(JDl^2;#2c|zx*CA*(LVnuRj=?v)oA|8`Gpd{dgbA<@We|&x&j@S zG_Nw|lbYr)zU=vuLPL#Nl0EcaR-jW|?s<~i>YUS9vHJYa8}W0$k83}Fd<~?ZQr&Td zXA=4KpLzVmqcFeYaZ0Y&KmVv=0zy8S0OTnF`ms{uvEGI!WJW>#PS!a@*2KdA!p6?7 zp0mu1>)*SSzO>Fm3zc}Y)7S-MQOJRB{(^nXa%QB~2o?FmT{<_(_L{C2+P`=PHp3dk z*pZ4Iis{^$(FWc0x?wDZMvz4E^CisQKEdSt@7TMs8P~bLXu^l^yC_6D0i#tu33pBe z7cNsYJ>;DNa`7oTb@bXc^+;qoM~YS)YB>xv(-5YldT6`}XAZrvA&f1~;|45pe>n__ zUi!TZVefF9kl2$BoG4Yfr$U@Z9-7#5ZdT~nH1e#UB9wbCQgVkn0Dswo>0Ax$zi6h{ z6i0yk>HW_7jK&t7dS_0Xhy#l6Wrp7#I2wT>g6#pcX~+GcQ;b5cuNG~p zMl~;xkJSGH{}^<-s*_s29awe;dm~sC$&gXs>szhn!y`2FT7gC_GU;+{szeaY8AC%u zH(kUreilg0k9zjZYg;#r|63ADnXcbH33BfE)G0Z+cuTu8XCBmNnf8Bic-e^i0tlnYR1|p3{oXhS+VH3@`LaWcxx}XINgchTgv)4MkvXMmZ_?HT5zy zY5>Ma48B=Kn)$x$_T_}KP&j^Ez~!W+<*;J+_?}==W!i$M~1I&FXnu^kbeDNfLU_a^R@0e;|?sdpK&f9sU?Jkl`z%s>a49# z*YkrsN)W6J05_;^3LJL}-vP~&ggaDPQBk|MRx=t>WP&D_e)@!hyMRc7q-E?!r!Ooj zd2>nar1(OM`Hq++pSByj{SN5_A>0K9NLfkg9%(%RXedC4TZ7YDM3D5iL%XmMU`rR4 zjaq1m18}GW2sPMmB(V=p{t2H;hJZJ-p3dhb>i7pSrWRhb2@>Ic`*(=`o_1|p2JE#O z{=eNLSL_QVXc2zxT0tXZmVT4fq?^6+0Drd2TiT`btEBOI8GXqHfJxN2lGYK=pC*k- z%MO;Po>h+Pd~Y_Q&;A6JccQsO${FYoB&8Tkuqmu}=kkudwEfOG!AYw{zZzC(0_2q( z>EIN5IvDPlx@j!D+AV1O>Hi1wIy1=$NRhn905-;Y=7O}oV3e&-*Vktk^)Cgvp(yb- zcHhiI(x$yGRnAXr4{3uJezMLXFjPGrCG%|&it*Xq(6h{DLGzWw(-s>UQx}^P0xk!8 zM`tV0H%pGJ4yqR!jb?VT_H;ee;{N#Z!{E%OC++mq_!`z_+1OQjgWVcTp@(q39&L#A~n1 zpF@6`J7^7IZ5aX}3N z(vzHHGF}h8vyzx9+J-lrQ~M7lTG4e+^}oRmQQXOD`Nuny-Fdf*rM~Y7$?ebX+kKM5 z-lt)TjtX8HWWf`I9`Q*^dF`Cz{U@v5?)zIV%q9WMNZX_fm?1H|OVe=Au)#YmpPB8) z-p2OL9NfUBQ?qEyS}osO@A=rq!|h+E7^sh)xX8aMx4wkk1p~%mrvhy`$x5p#BD|xj zBmE6P7lTXn)>&i1x`U@hl@;5noK$5oGMdk2o*#40K5}fX@C^Ci{+)B@>~{LDqrU%B zmc!~#_88p6Bhmj(?=v{Mr2A{-X-U(bSVXMsv&*3afJ<2hd1GS)vUr$`=L|Y>3L-1 zUQ?Bn!m>{`_Ts8mn|gmFIaOCXmG)`9TaLc?(ps5v&25Z9P)o@9BYI#)-2dezU>CN} z)srVPtzBqRmB_y475nu^`l1gt$zpn$gme8O2zW_HBhwO;{V`=x)zQ+%StVSA53bl0 z+2OUzJJE`ak=@)JbQQpp1sjP{><6nxihkX*%rg>A+V}5VfE>ql5pICU{8Ds7C^bUr z&%U4hDJDCzGL2deO!}{SJTv9FzB(#WFN*`y?kqFiJb)#6kzjh4G~x(|HroDl!`OcI z)j<>2R_;Y5??cTqE-#CQmMDnWv}+l^KloEAf6e?toVCfA4bK|rFIEY8CDt>zr+a~A z`t-NFs@k-GGGmnzq4y<ivfjvx@4}xUMJd#+-cWYNByiVQlnT z`MRrAybk`ti|lWGovNoBma_}=oaMtK;QAPtUV^GD{OWHtYb_nOx@Q%KEu5x@&*}CZ z?)X~x$6Ep8b$|hPs8|rAvNGfK@b$TOla3BI`U>L?kvAv}O)vR7_hXs6ehfNQ{1Tw8 z@=+b!8j7N2 z?X2p%B<4rli)AG*#;zp%RXDxUX?~}fRlyrn*O7tE__hD;)B<+ui&a;R&hDtZENAcvuvrvW{tjnsfhKXHmJ#_9;t@>fM?D=l_ruVu}^ke$$ zzxuf-$@g4QItqXHFwWm!KhF!~74Pd*uS7W?~Zus8Dy@~K!}$p)ZP7C`(O|iNRGud-7rN2`SuPNj1>Mpxf9dSx3#R+gv)FDZ1-OKlZ_l2p3Z6j;aN5Q0PI@B1(^HI~f0NwBH;;1f z4BgS!yzguK@z_5Y{qr*)MX}9EpSM9ryBwBKs_q{9A{8gfK0v1Qj3-rU<0T_ZTNbIX zskTK~pJsiB2J2cZ^xj?&voHpUbQCk4QgtJLGG6w9h7Ul;nXJufT_UAdm z$GhDyadz!j?~_RR2n<^bGI6qP#0!(juqW2quAXQ)gSBb^_9T-*{tEVgZ%!R+iJsHjj!VU)BqKAbWNP-WC5z<%&`=o_}~fb*8@h4Uuif zP0be5e(9QsTfT;f9%tT)8r`3L-mM?|FC;`|ujS_8+@m5XW@*3?dq%kLPAafC(r}C5 z=O{7AvrWu%IY{{fXG|S3Fo&FZ4C5P9WRVw`r8YCs6tCE zR8#hyd*5M>edfx1F#CtB&6Rig_$ePC?!G?$pzd4GT*c}vQOKLH{wnw*}PbYwa0 zVqV*Ozl{R<(*vKZ7iF+ybaR85Vnh#O} zliHL};)MV(G5m2)#s6vT%HyHj`}UMhymcJ)bSf<6DbECX-TTitO77MTCxu6Giq!mL$wz#4yP6UO)7_&w01!`F!4Y{-|?e?z!i_@89=# zeZSx9y1x79NZX96o^Sb1VGghQ(MZHs*6h5e{qbdC?>~HFlTn)fmcGz;bI6~G-G_RQ zp!QidTwt1=)e%|qD{Ee(_yqxMNu(nA^ANK$5i&FLQ%}EKlClS>eLg2?@I) z&B+{olQ)CKN`o|* z`SR1L{XK`f@WM^+PO)*;hf}X_{9b)Ag(cF2A>It?4v`k&&}Owe4{`hC%u6S zzRTRlN$AYsSVBUxR3DnSKeDgd1L-~K;-PGW;ud(D(I})s$dm;7Dd`yFaU4+wnGF5tr3T?_f=@|GuMl~3p;PUCrS+dOhvHbDKTb2I6ow-2>`PWz zJykxZ^o3tjU*u%lG`7@I;k(RT{3QpyQV-mfT_Oj~(We@m_wA>cV$U`82K7aX#zc(8EvldkRz0pAFla^GOYBVIY zBwKhNxOsDOispueoWv3lvQDuJ1I8PoS1UoJ8@%GWvhF@WW$ektXdT% zaLshKiZ$)w4?l)=U9|CJFt49oJpG{REvT3^6;7l4ve~u$-O-D7*`9?#YELE`^gmEv-0Zk}wTYCL@OpN;^WMi4(`-Idw(8c4QSplz(;;@1sEf49 zK97OTMpoVH-(IoO^;TOleT9CPjJn`2&lLC&$N0)WMi>b=@0LAUg4?X-OjFM&{w4U* zQyfc_Qg&+zuAh1*#X)?bm_J|>UVS2xD$fkoVO2YSCJ7E+YFb)?*VuD2rG#@6nW-lY zw5J3LQ0dI$^C>OMPk}&L6DXu#5**A!3prRP{=oDlTY;O|lHz|he$m2Mbosv6nN6SP z`ZibR8%e!V$7tidx6(sdgC!=@pM5{%vhqVT7aYn9^JF_REzQqnzMpyEDGQwrUpm?e zwt}T+kl`Puxs_*^c+GrqN*Qif2^MmE{GX2H=lzC9FNp_Vn0lc6CncwTq)j)TJ@d@_ zpWCF0OCFFr(LfX*Ewq0|r1M{jmEe!VJuA4P?G$nAX2QrFenPdafl1b1q5Dr83fXZ7 zXHTu8)8y(;kRsAF-OU7oyhqDM6|K|K2j(Gr54<+lpHie=F{?LxQOtYSYvk}&(y=y{ ziucO1rs*Sm0tNGN?XyeU9J)yNN=p8#Ct|mK z|1%Fs+})Zd05a!?>ZKNNMsJ|)~+AZkW^vcTYBfC)6Q+b zPN6u=TPU_;<&DdE`MoAF(`(P4{gdoZNfkZ#K6|wUFQb8P$?}e!zA<{f71x>SoiD0p ze(GN$Zf%pXVvE{IFf6c*cOuz{?)laOS3;(+ohcwp@%JPNS_4f2SaNwqO3cj3y?;^C zO|F~ml5cE?JFOOGi7t8jB!Yz~Esk25f&0Ja-y+xQ6KZeSKBnhp^1EWxHHZI(C0cw% z*lBxz^KDg9=6{Vl@^|(^LEM_;C16~|pf(FgUE3!#i_-L>`kJ(%Pty%~@&LZxh+hX) zuwu~#6^Ci|K^hX>-Fq)3p{N<$S+uqhVl~-Itz9e2`xp>1C-mtAN-kH_?-9ECk!{lM zr=g9lk^bY7CDKVX8?L?_KliYqXUq4|W9o&4*&ef?x4g+<#9&XsWZ}EUl^%Bcc2~#sIZH#5xTjD0UT9;JH?+Q+y`!_`y*XLH6m!&A$=@xKl2a?1 zvJ{#m^2$c{lKlN__iLCg;N^dH+oGBOxQt7J*T3*yEfQ%c6gkPL)^kLwChqxZ;b3RQ zF4Cwxe*D3)W5=rDx(L_*{V-x;IG=cEA~$M9t9 znY(uF#kLL5R{B*!LS7BA2N6qvtLyMSGXZ7>vET_AKM`ZqUmf6O|KejQPcS9{bnADqLPMfatJp13u91NFn_9c`5s-$A%wb7fZwvvv)j|BBX_vw+jkyVFp_pbl;cm9+U6hAyXHlX!y z->3;x*Z~fF)z^+cc<^A@ z^-fUdOEnHksO&{PZd34fVTv1Tq%9?Sr4`_y7kq*Ih8SNd zlP?w?GM`naJ##+KkeXFP(qXf23mUrY%n*5x8vUAwA3zjc{R$K7w?b+nldOsp#VtDu zZ|S$|H*QRM)jBumj&shdYsa7RDz$Yv!>_$k6Y-sEe8H2Kj`DrMur58Zgfd%#kE6qM zKq{e9`^iCdL$L;o)TR=l>s`5ZCxNF4g%iF7j*t*4DZHiJxOHnil~CYWd;eyhsFLbq zxzKL-_3RxjZA`mcwSVd0b~%DTMO@x`KI9ssmwXVCNu1s$K;ybkdIDuHLwf$9#cO%) zgF8CVxBZ4&1qsbxL+r#Vw9UQ=IDBl?^=n+(2iRslmU*G%>C%u~9{bRn?~ML66|n&A z+FGn{17sP35+nlU92gZCsm91lfk8%QZ53bKm{-BOz3_$B-@)7}7!laFgU3m}t5G)~22Mu{sA$ zZVl{pho#zK4BQ&xHmBi7P7snJtx4-27(lCXlT%}Mg^1?G?N82}B#mS$u1W$gk6oK0 zL*1}`eP7Q#0Ubbp@bnB19f~4|6_zKuX{`#Jd~Gp2F8R+pYPL>aZ5_o#r~fR*SbTG^ zt77$<28Giwj?K7b3DS{Vxe1+W;r3FaRu#N z36~7K2$HB1p*YyO;&~#hdOV?6SB~PWI(DnVe9HOI%a;12R2X6k}7Rlv? z4I2)@5r#C#B|lk3GoC{5PL82{l)^I&UPQlpu8am%Sj6R54w?e0@#Ah^OmG zG0;XFVcWC<>r4r?FB`BP{ul-k;3VWmv2$s&&(PgoO~TdM?C6T=lXh>GMXeGdH$K`Z}(I7k|cw#>r+18DiLhw!roL>aMibxkh_ z@H_~FK!@@SPqjspEus{m!!zJ}0T{9YPWF(*9s*&8S2$nZ4!dWs_RfZ>98jx-Ltdy8tr1X?6t%v-p47zweacy7UYUQr>I1Yj){Q;5rLW70~R=a!6 zC=OiVn3fj{haNkayXu~|6TO7;Vr;mj7ZpQ;&N|8x{yOo1K;eyuBYP(|Ne{r`lapR5 zSLI%3(ZRiMeh5%b@ocxrewKy>9;{^OBR_Fh<3>q*bakfm`MU}_V&P_AtgIL`^u2_+TgV|xW9{oX7l%zVo5utBIMMb#*eG*-bVXq@h zKb9-nU4xc09&Vk)TgYpu{)9U$!m^4Q5qRNH@(T>XjNn4ips9e8(@NAO{lApRq!Ga@ zkwk|@L>xZ)K|n<99%QL(_|GKqG}yT5I{4pOr~s6X|G5AYY|ZB{k=28nH)a4SXBB_U z4)cb=_~HrJ1lH@OJ*q!B$}gDQNQGZiSi{$xF!;wMVk*PdCXeXS24rN!Tp|MV&0+r# zM~)5Kf%Z0R3J+k$;!FhDfq{X`u|0$3b{}99fh(oZ`vV{{5uGi@l^|M2q$!5Z&Z$h= zgy%R+6|TRrJ;UjsYHRBwLMQ@T$GKx3kRDJDNhUy!G)0axCHltCBGo((L0WC>;E+h3 z1!ARwiD-4ONF;RWIDUkhXF4c`$%qs2Sf`^sr)Wu7>_i_=#Arlx(tituP3P>^xp3(= zN5cUh4r7Q}MHGtW_2b!Ji{FCx77Q)p3hWsQ=@}Wq&o>2ue}^=IlUC3~0C?Xhp1qsg z6Ihq+r9EeJzo7UpN)LjZHCO2poRXFy15$>%mrS^QzUh17^S4J!>$io=mf5dVJ)2y} zfvnSM-xe6d3g3D2xi;Utb$EN(BG|7UNb{Bm!R(+f=3`HA-L`1ea7mN?h zD~0)J2~DCIvf=)Apfe@pR3;itR^x2rJz$uPjMB#1BrZu2bNj_j@@wExG=IJVa8@uk z|7)s`C!Rc)j>vP%=|S*9h%Quy9_ZofSI~vHEYCVBS_D$w_tYZ9O_MG!R3KL(|9!@l zgB3q)VbTj7)3AC-L;)0ji_7uIy7&im44+Qaj|+i6SxR4DNr!ef?0LjJTF%e=>eJ3J zu7>ago7khmwJqWOAlPz1t0XpBAe~B5u~4gk=N-Ybw1X~gu_cSelBW`Vcwyn)$#)iz zJ_2b+PMoO`(HvVv4S%X*PA9OPu=$_@L!ML%A-qhoCTjRi2p`nSy%N3;fCh|ABv8;_ z;hcTHFrBFTaVJxM#|TI-Gz+q%s8+s%j8e@~cwZP`j&yr+BaFr?E{JHDOmI+BAZ$!J z@Wm(u~wdprC5V=%Vq!IRaAvWw?8G z6MG*idpw(Rr%-U1Es}9YpfC5T`bS8gjdV*1pK+skwjKf#yCOOOnHUd5*m#VhGR!ZB zBDp*Y;5&?rPn$OUT*BN-zN=B|@KQ^r+!GDQ z5u_zjkym+F>+`&`aQzr}?j+&KHy+;mT>zGH7sdyp@}ImQJUkuA894>W!87pr&PJVMXFSDZC8*+YkU#55b^DI}Kar`M}F_Th1}nKC+*SXd1u)!wqJUL?1jl z&ZW^R>R@D&Q`rtnfa_9X+fF}=8SiZ_u)=yWM(+V8Sa0WX$c~K5aR3)qA7epAOdHYl zp;jWZ1>TG-+tYleTs^0Q>0Lq-TfDfv_BV4_riHonc5`2<5vU7-D~c!^gzc#9CoBU3O5dDB#?biEkfQvPp_rYo55h%1Hlv5AkF8r`=xTZukB6I6=877tY{OP-N*b? z{U+rb{M zBP)+OiSD`hZ$%hJmqbcuFrdPj@JDX}pGaA#7{T82Cv31dq0%h>|NTGBO2_!`$r-N;l?iAlbjMcz@0?+*Q>;Sv#x7VPnDfp3t_*^%RT2 zOo;vfkEI3Az2NHyE)U%&HhfY>YtsB;ka}*9si8E7%)grP5O3flg1*vn1y1!%@YsuiK`{TNjp9uoKb67M^8 z&1Czx)<(Vd zpc)+AS<|?F^AKD;a(JUy3>-w(B74iSoy(=n8ZjGOpgTW zH}bP>S{y=i%RW8iiY>z&)HDBPi*6TPJe8H$-(ch*+L+5Ax7iAFEo50jJ+z4q8mT-G*97xkVB#$s8`=pbdi2f%bNPtG~ zjt}CXm+w9@j%*&?Tu{mdfL=-i)*x>BbrkG15D;>wBNYR1Jt}(Xpq}25Ovk!1AcnX& z)x7XGwhDkU*88?J`3#^@juopUwG5GSE9^;#`S5bovNj{Y1Yt#dzyKFF`(!-0F7{8C zPVkX&sOHrni3%e4y9mU1Ys{+`g|uW39EQl4pf-T(vz|H~-Yw?^zo){-_EJ^OKR%(rytw5MFWdG&K<^-m!#S* zt#FQaYrqcw$2Ei2jx)n`1rs)KRewf4^IMYbfjU+&F2nY`A!u$;2u6mf%Rw@VLan$j zui}?tWXrz>yxe4dS9vjIwjMHE%qV^2Gtz&Rss4i-vDHFBl=tVFP&?!j6XGFe{r&yb znfCg^5*p?x1r72~tMvzHj_sV}PL695cSh(t`}n7kCyBTm0OS2Uuq3BUm0L|<2}}Tn zy|+1U_Z!P5{u3P3JK>b0=Gxb?^9`(8_>E_X+2Rf%=(<+z(}DF5+5-_P?ui8fA8+Eu zuw%k44?+AluKr^vMsn|_^TG?pUY4&xY*#uT_>!_}UnblY00;;9n|>}MK`*P>uYvSN uC`!M1N6n=5kgnk${bW(2b{q%scP7FJPP3CT0t<;~7{QB=Ui6yiE literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/jacs_set/cdk2/dg_results.csv b/summaries/2026_jun_08_abfe/jacs_set/cdk2/dg_results.csv new file mode 100644 index 0000000..eac41d6 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/cdk2/dg_results.csv @@ -0,0 +1,17 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +17,28.471655005700804,0.07859035679280411,8.620043013097133,0.07421848409515383,-7.13697,-26.98858,0.10809638089317725,-7.04 +28,49.87274006726127,0.08481709618957078,23.57900735856083,0.07803768823118722,-7.2146554,-33.50839,0.11525545796403257,-11.11 +22,27.192484276226956,0.07888589804634373,8.435089233862282,0.0748793638121674,-7.33348,-26.090876,0.1087653622965191,-7.86 +30,43.320780560966554,0.08259147071901526,18.76192880728482,0.07692214089947015,-7.0785813,-31.637436,0.11286437345809304,-9.81 +1h1r,32.97660215698528,0.07802678202772446,8.278869383431722,0.0726431954383376,-7.1194305,-31.817163,0.1066077509240981,-7.669999999999999 +1h1s,51.33180308742014,0.08268592993609201,26.918920508737287,0.07650594113555509,-7.2275033,-31.640383,0.11265044180309876,-11.25 +21,35.11425328090883,0.07786630863214707,10.288552642853885,0.07621176678281266,-7.11112,-31.936821,0.10895593336828704,-7.829999999999999 +1oiy,43.81580503353691,0.08076962623777037,18.117160715035414,0.07343404676182466,-7.0998616,-32.798508,0.10916176870318187,-9.79 +1oiu,52.463974577624995,0.08284065209766688,26.741596229237544,0.07782970429727079,-7.1708922,-32.893265,0.11366633851306768,-9.08 +31,35.98289946021435,0.0863102104432825,15.670075486730816,0.0758681901328497,-7.18457,-27.497393,0.11491490199620737,-9.54 +29,43.44348347199496,0.08328049178258927,19.58273397931032,0.07739986952541116,-7.127399,-30.988146,0.11369423958187412,-9.88 +26,35.3524447015486,0.07871676228974157,10.482475457717856,0.07475631415842839,-7.1540823,-32.02405,0.10855798069203997,-8.43 +1oi9,39.007218400778065,0.0802041250410082,15.199481125114298,0.07489138862808395,-7.155394,-30.96313,0.10973341225094743,-9.74 +20,39.13762912625626,0.08012946236484597,13.611488201619313,0.07527983979700772,-7.1490655,-32.67521,0.10994446333828009,-8.72 +32,56.39147344719695,0.08123974734881761,25.421883074626827,0.07833559124546718,-7.184672,-38.154263,0.11285548903388187,-9.75 +1h1q,29.587503587888975,0.07728403456188773,9.73357030303173,0.07207635927119352,-7.117084,-26.971016,0.10567792373032894,-8.18 diff --git a/summaries/2026_jun_08_abfe/jacs_set/jnk1/README.md b/summaries/2026_jun_08_abfe/jacs_set/jnk1/README.md new file mode 100644 index 0000000..d3ec413 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/jnk1/README.md @@ -0,0 +1,33 @@ +# Jnk1 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 25.67 +- RMSE: 25.80 +- R²: 0.09 +- Kendall 𝜏: 0.22 +- Spearman ρ: 0.35 + +## System Details +- Ligands: 21 +- Host Atoms: 5993 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 9.81 Hours +- Average Time Per Molecule: 0.47 Hours +- Total Nanoseconds Simulated: 3703.60 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/jacs_set/jnk1/dg_plot.png b/summaries/2026_jun_08_abfe/jacs_set/jnk1/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..b80c3510c435e2132e4ad9c09a0f06a2a6e9d2b7 GIT binary patch literal 59614 zcmbSzc{tW<+wOyuOc^tkS)pV|laLG%DPuB}Dbhd`g^Za~NhOhFEL0>Rl_6uK43R<^ zN<_*$5Bt1%zx^G1??3iF_By`xervUOp5O1julu^r>paiv4%0iR$wbdfPoYql_G_sd zP$)Ew6bki2x|R5oM3aYw_FIJu~C5~H#bwEKTq=10RPiA z1*%E@ozB$4TR8L|C#|heVpUhU;Nv@`bIi6>i*7^7=)Bj|8|lgTOLYa&cYjsynq23v zC(dy>bonoOb+u+DLE)vpBoA_@gf0K^&k{jh^`*Z=SFJp`{GWw)$!M{&F8x*Qzc+UI z2ep_P8<&4j{hZZ}4a+}ylO{lZ`3ED{{r`TX*xlmdJu9fGYHMqazH#7llh^|ArCLn2 zal6>5{VCM`D$TmAItLDvC#r?W*j6&SySpcNj`w$OpP8L~{K|tolw@*h|4J6tNKXa# zA;Fc*>(ct|S@2xx>&YwCL}h2oK6(1I;f=@n7Y+^7N}gkSZnwx=8C@rDcf7x&c#oI2 zxA8Yd@>aQJC$Kn8M;si|%5y#~&QA)gWa14p%RRN%+?;R2h7D8Gy$^=xrq2g`6yV|t z31;F`6=X^982#lwKa=bJ;NioE2ATf&?6eeXtdisgRaI3hN5^X)?(O(d7P97Db@kiP z-nwk-vXx(2TWi)oOioU2c;$Awz1UY^%a$#43=C?yr<$*%jgz+$TZPrtm+k8537Qye z`|K|9!u^^#n7;>fiUmcQrLNlZvk|3|@Zx zc+<_BH)ZT=xzBVIt+#uBN2)Q8#6pxP+5U?1rgX!^M4|b-Z@H&UC?$^$Js9eI8=zR1 z?KORFZt6$GyV~0F%d`wbEtbCN&8^MkEh?x^43dTT^XJcTr!4*C;Hkx8-$mt?9~%$F zU!`SOtD>XBz_-IGFd`zNu}urVV8r`OGd48s?z=%Ad#R_3-Wy|MVkB~Ee^fG zl)Uj6nRl9h3So%76nP&Ye`IUT9PMD^~=lKe);m{`gFsM zUQvvx$uL$Qd{>xqwA zQI8E$uarl;%PL-w%=Ydo4eEG4P1aJf0;e@)rJS4`#mndVw7G=gLq-Hc(6K_#u1}8+ z4Gj&IRNvZIY&uVVxFSkLoP*x@8=Y`cqZ792%Zroj2Xu8=xwszn|02gjpZ|*pKF&rp zk)^Avi$Xz!G;a?kFFmsKJ*xjYimO6dMew^cl#+-&3u((MtM9Y(#l281+AS6@{k9x^ zC8(@??9GQypV+YpmsJGytlyK55Z_~#;Y4B8KY2Sc(tm2o-6&0u3bEJMmMBiFOy}saRydwx7rd4`t;~~9Fi(PL#$F-Yv zg@g@wR-W8;`{vEdwY3L~cLd-^nhqR1$b9bHxf}QIGx@7fn3$$la?uB=9zStHWaGwF z6nd{WEGk~7wkzAwM@~zu|N8ao$oBi8Y3kND4yz@_;}y<6ekq3MPuX(w)~(39cSF|* zC?}lx`dr*3GtQ#wguT76tSqa9gaiwHkho=$*W2sw*VgO+zru?*oqIfDr!KCS^0#nfXN^){UWQW#qJ(%Uugv?CU7DX$C~dI{ zX-}#mBGlErHi{zn3=A`v8z>3Mss6vO@0&`@R^E{JlyO3nopqRJDV^u0FbkQfYwFPK z*)FR$t7m81--GmyFs{S zImbuF>bZrk{qXVrO^Ncz+3Iuo4?@#kEEfU;ntrw<|GJ#>5ig#Kn;`a5S1*-?$SdjQ zq48hxIbQU$Fwc)a*!jmG**nm)FU;YJp8Flvm99(tvj=LGE@)X7S z8)1DWzq>nlaOQtjE&b9MQ@WfwjmkG|JK1m9ay6&uNj~66S*ig@Rco;#!n%)tTlwp7 zHpz*LTnt@HAH+h({U$8U)pn_L&8#$Er?c-5i` zTW++x<=T}v9!Ae)m#VM?D_O4UR0MDqJ8sj~BQ!G*(^gWrk{!=cIODS&j z4H;(L+D#X9b#)7_iwH}eT;7zCw=DC!)K45gu3~7&&dWPTw_iP#uY;Bpf{_xI`C=AF zD=VC2rlozH+CnPHZH8cnY8FQahj)106$A?i3&$97CQ)@hI30G1C#k1kCC{u=GmHDGVo6LEkNOCFK^qoy;RO&UIJ!S4vAUl6Y)lTzct-MZ*vl zDI0@C#(k}aZ_n-|tCduh_zjPst~Xe2L)8#AbvHg)D@TlMm^a_jh8gvz8rVI9&J}vO4CA?~eU{Cuqp7cknKKS(Mp-PTM4asL4D9zZWTa zyH)T$5}cHIUMEU#(Ea=CU*zTrvCzq!|5fW1;XUz(2dF5NciSly)G;PrdA|n_1R5I~ zN0jc6Y#8t=$YG0%hPsj0?N-y*0*dYw0Re%6h}nO|i}e5}Z!S$TU*p@c5BR`&yx+Js zUWxC-$GEpKTTdiBeR_0-6aj;F)}i)@0?DfeZ6Z&zvLfCFtg;HT6-OOi;P}GmIbGpel9`nwgm$$+2guxh)aU^FCT+)27Gb_YPv! z>1~!C#~|2%FNM=(tWTff_vq21rlG-8%^8VDUtiGD(khuA?KN&t#Ix4~kVIqQu@FYS zd4=_jJ7suX3I&)gy1??q{I3u9I-Zbvb$gF-umi=x+W#o)x-mPmI znwo0j95v%Ve*QE{Q#jp{$wYCV_!C238K^fXBLv&W@d(xC=f^hJpL9Xzn%9tUPk(L0 zmtve~nqyD#OG^`vnbl~!x7~5(Lo2>beKGl{;LZ*rdvzW|io5kD*Q~vwWv(05I|=8&`CAPp%gh5g8upQhRao)5;Td z@j-cc7ZO{=Vsm%rn-(G$_4#rq6+4D*>Fec4)H~7_b}TH^NaN6j#_=6kVkL~HKpA5{XrOE^0@*|6`zQW4-}R2$3x z7lu#0efu`Y#1(e^?5Mc7xL#kwD}y5@HG-Q&xzwMUpX9 zow-XVS0jInnWi(7%5S8&R6S`Ob!(k0X}5kX(#Rb#V{Div4NSYQ2ok-Nm>6wyhVdpn z)1{m#c^ElegV9ZX_(X_geRHE#=ts?ha|FPqsdqggSky=AC{{}K1}D&pTEkl#Cx`*C`xki z*9X4Zn60b6y>e6g5W5Z8uO9D^`XVUw%EqPlFgQ)>aqXr%{)yKgT8ty9(sFWhhhCce z%juznJt!Ib{b~63r;THOzws3>%xt=P_3AV9HKb=mc-#>8?ftm^z`gBEn%CFuMYRuq zCGhril?%bhUvqsavfX(Uq8`GbIBEsX#mHt$i(5taP2gfEtC9K)HZeA&ZdIr8%gx>P=FOXD7yliz zc;n9c)I9%V?jQWhwes?E>iaGA^(?lPSF7_atgHkn3Es04v+!GiW*oo~axDy^89-t?_x&Dxa zg+;tuk>@x)KR>^gj!xOmY&OG_~m_Xd6l5TV`O31AIt_>wgIPdK` zzX8Q!R5w2AdPIa~)%EpgheA*`OPZT=-wlW+bw{YZ#xd4PB|v58-TuU*jz{TMFg9cy zx3>>|;Jd){*d(hGz2fmZ`juN7SFc{(_a$4zsiWwc?!E1A+uB~UJl&AgxD1qx2*AGY zbNBMUfvA8=lSI6Y5(yuqs7kzw-2@xg1kZ1*Olfm7CsJG$s#@p3z~jKf?D{9)E&*N1 zMCP3Hd$iw`>+z|j%N*5XY|wZF>VtdNInlLJW`W2B>GRV{lX1~aO-3(Yzy47Zwdu(7 z1;l;gFDg_%#S1qb!BH~-`#flPLq$R+FKfGYEd8G$-npA?;-C6$m>gppf^%A z-f>xU+o>ixiZeeJHJu)LbJk^g6M}YT z19wumFG^uj-O}kxdnc>DmE@cyjzZlig*%DVR&Czp>?M~$-#~E|{3U`)#>%;R`48Ea z(VnWn=gL+JL8w{r6ulXsL4}qH*;8J1h6t!dZ}Mz@J7}WHsGBga6Hl=T`hF2 z#A6ASfBQJOllE_MadAO^plw;qOF>4qvbTRYHtKU4O?;q=po)b>T*f`s6t?AqBA*d= zt&oU_n#Jdi4grv0 z3kwTDnI;@7)YQ}%yfdZ4R9|LgWf|0M%DN+E4*p4S`}Xa1=WMI42dM~_;2;$1zb{&! zs2A!s@Hr943H(M7Sey3tcITcN&X}GLwY5mF#}}R)eSJ9T%!Lcv0nwPYZry71PtPGeb#KaKVA<72vQ#;C;Yg_rWR`k5FR)v>INb+frtG%Gt%A?X+y%b%F$ z9KTatQ&S3R3}jaXzmg}1$GxK5uCfpUJkyLHuU)x@A92h0r!9ZY#Kgo-m+lpD_wT1( zmz9wzxhrd%l9zwxt3mgqn9iM&y1F&-@$oWSx0V6xb^ZPw2B6|_>eQ9@^C&m(@Ynd+ z8_{>~a)WxrQm?hQwkCrIkj}pw#kje-DHQwK zyZ-hcV!L`D`0hJ!fbqo((H}Pw6RrJ&$IiCDWJPS1VtuG67cN}rYsnG-lxaYTq?F*X zvvIsvtX!#TX=#}`u~AeM36T@Isj|J`JW11Ge$15F$$wSAjy(#}5^I(cwtixoPUuSI zx{vdZk7}Te=1wx!kT1XR?uL-uHG$7*q=LUZM6x~wnJ$u1* z;4>3oWBupP`%t|aa!wq=H)(diIe743H^1tM6DNiX)XTEZU)nd*T@emqOXV8xHdOp; z{mqY)5$HS5{iO4&Q#(D-lukpTqocdQ%{yoJ?Rk78(t1^S7<)s)UYfqXz69WX=L;7q z(QeQ?Z%pOk;dxtDMgzL09O&Qf&T2Y3%22^1ulUsbd);Goy0bGgHH@P`#&?x2Z7-Vr zyPJH(xt^N7=Eq!rJBlq!HbqH^i_=kLJjWbdP^#G3+2_VS9SXg6t>SCW2~Ooj)OBk| zN2!HEoH~l2?3+tJ-$mlc_~qy4xA$5;v!deP<8#&0XPOqgZ6wlCeX`~nth!{qr@_kQ z{8CC1VA$jCRD)D)ir=a={0TtL9(M*mKjp*Wap|iUavf~tJbd^tMUYjy>KflFJj2VE zFB7z*B;7}Tt|mcf_~>94mMP7$SeX(^bNB!CLMuUd}%hk5`3>Te;vbq|t}7u?Z1tXsE^JTswE z!8TVQSUKr!N_zdgI!mbVB1!l$wplzVD+foQf?I#+Bfk8oUTUtz#Om^=85vXZzPbmKS7bgwFyoZN}@k7J1 zwv|@+-e=FBOAbBhC<|sPOV*5dW>Z0bb=@uln-1{*46e+kgddhP&akSBS2~hyL+k45 zT0Tp-+_5p&si~>ZOIH{?7jIV}Gnr&synW?1Ff>}XCp>I*iR zWHM6R=cclol=UN~16Hj`nJDy`=fyv)UEIP#*ZJc|0C@3Lt*wifj+eKzaD95H%RbqO z)#gEu8~pUC6bkHc+u364(!kXY^$Gs%juGMEWk5NEP)#phmA+;G?>E^K zAJ>5?wH@xRaCUL=_xGoQxFUP;uZ7p#lz!%DHT`-fzU_fIIa{$Vw;SzE>)66o?+G6( z@(L5tyiOWx`;h!tdsUU@n?dvTJ&}L@ zoOxnd%#Uov1`5>dg@ZrNare*aTlnz+)n2Y~d1=cci*C2E?h1x8$ZwRCk4oqoz|1p) zQ%8;!U}0mUHa9n4v0{Z)Q<^@T-Nu7)p(j5*6q1yrr=p^Ac6C+P(_@j}woUf@uLC3n z6VwV?n{xW}X@`?16Mg1qx`lc@JmzP%Q4;oD0#$_+T>At^dAdtS#>Xol5U_A_i}MRFfQ2X69K}ry zEl!19_{f6y;P=8yWbK~kJ}<4#9mllWi)lkh(K7KCr5D)Y$^HCNMbI2E7eX>;9r%_sPHO&p0{`&y1fYDNQGO z3+Qu2d3kx~q0YTwy{4QEd5-3B3U2gdHBmlEcZO|x3+(|-dpG(8Jq)EO)&!B130h%j{ZN+ZaK0llnK?#Y~ zK-qUpE6R6jNQj~}&iybo6^Bzh!|PaY&7mNAPJ)F8 z+wzmuLYPCZUgg-+BKgn5{DlJ*nnYl12wXMa?p!7@_2R_~oRiS=y&r|PY+(kk6MdxZ z$oJWe;Q+pr-_o>Ddr~gHOidN5iI$E4q7#1oxBX9RE(0$wFR+}Ze@(b&?I`c{`%rUM zvv24`tVh!o{r>%%t*2-~X-AS+_1Y~KcTW^Zhje_(U*16vgPyGozfBtjo_%0^FQXpK zGVu8+yENa}Hhn*bw!EkA_Z$i~n{G7?zq9^IXei5BcKV>Za&}kTB~qk&+_soPI1}YG z18^Q%n7`!U;1FtQ2!8AKz#DK+At52Fl9H01d5)h-pSKJ#05mUnkeX?hD`|1`C@b;{ zbU(_Jr5=0aK}jVb$OwrwLYAlsoqIL5MeowC=F{(o8>%*y~V z(?}`%$i6%l!#1A1<~qas?{X(Kw`AK^5l*+Hv60QO^~GLLIX7| zUeRNodx{o{Drq{v)~cjxM_B=pFU-#-TNe9(Fy{9h>!Uh*_AGF(Ajm;ry1?XQkqo|~0m*=)HH@)-XUtpMZdihT1>#5_Ey?J+>{T_&J zYUka7fq`W7U35%L6$yI-^d22tkDoxtF4Z#o%>Dx}p>j~c%7I%5u>{uk2j08Bp&|0F zthqRcs-dCb-%EplyZE6_fK~!hNG8v=L>TJeAQLQsMBELi=+Kz5I@7ZFI{FNx{!Y9& zTTk!D`{77qw*5`%U(f>(+7ZyRYxqaiPTvJZMn*=_;Jx9cd3O%K6+QsafE?uiQ1_lH zKsJ~3F?DzMovnF};n*MT+e!e(=me-XZrlh&m2@CRF7(P3Rp3DI10jBXeij4Qu3Ra_ z!@JB)xrFWiIx{gCj;ffb8NuK8?e&i9>vylj`2tK8>&P=fPl(=wNXvlL*%t=QkeW;0 zy`w_`pPV=J_f z;krGGT1r3oSXe0NEzq&80^xUKN>1etaEP#+92-fIs20SzU=5H%ECEAZWfeW>(1-qf z-5OMS3j)HkeHb0k1gVw@-aJdq!Zokkyow~r<&6Il`c(KK|=Xb?7Ig67vSed`O{vI zqtYwf!%kN`uD1Gi7Vr+$)SUfZhywJ4INiBB-&10lfgV=UIe75S>^AkrgK;~lV1}@G z<+>U$EyL;K4wFJpH`3gp9_qUprUl;Y^$uTBoJIYKw9{m$uD+rba9L7q38oFAhXeWwLzG8-(Q`8lr7TgK4U4u*`cBeiVzLny4t5|) zgZ|qkvOMY>2p`j3L^3l{T>cXqLIEWRQ6zsaoK>DC|o>6K&@G^B*#2qfr?d+HsbQBhIl9m-p_ z9BkH|dAP(yY4aE#+>CcSM2}8RMk{=;u9j%A zg@_h2;Nme4qtn)oi4ItRh=b+N;2^;Y4yR9-wYRTB=TM0>mRb`M9Q@1lgjwuZam1VU zB5yvBuo}xPF%vpKvf#-0HwMhmF>W>~d`|i-^bX!LW2~g|?7Z-YJD8E@GWIkP8IkmV zs8-o0KW(53D)p+ngtpRUcR)Y@Lp%S*jgKs{E{^=HmWyDe4+7Pq4&Ben%F1t~=Y29E zZIr#-{Rg6Yki|$WA;bCM2$9%d;#}aBLK^Auv_Q`XTIpKlH9j@yAAnG*2z}(ySnB4} z_V#yrJHEBITlC)r8%nH5;9deUGq?1Aei{zY-33y|zz%*A`aOI0$RmJ&?Ql!1bhXtjkrj{3>dpOgU#{`KG_9lZ< zg;*_BEJT*WQ(-!F#D9B{jUhcowTo6egr!qWcg!1sGYaf2XFVW=wBOqvVw4 zC_1Xrwl+RaNh3&!8?RowMnV@rt`oqj+u7E^fez0a)BC01{6@5*tGKwLsax*xAqA&P z3p9TE)CEOLNlD4Iubzq!*08gol#%*t@zR-!Z~K{d<8e6o+}qDAC226bL9Jo~t%HMu zsd;uMP9*y-E_}(hT}3)A{0_LOZV)+N3NP(AoOSG}-aO^mxgPD!NU_ip2rx%emU*o3 z3UQr*Q6mZiBm=SQXug=phV8!iw-f3v!5IdIhAxwTkFKDlwf^$VdiwKjSieL!Y|wTr zcKywU(=9Z9anGfR%>W*Wsj0MRCz_s^vZKQ&0RkYs1Zjsqe?DyC(^sEJQT8<*?TOxz zN=w>peTl?=7Vl|@dkX`NmyDX4Rc@V9pg&5Z=2{I2F_0iN85tIAz^yMA`+bI+zxw5+i-^z6 z?~N}`HEaJG#ySN&e7M19x`%7?(N{)^+d0ORr2+YOU-(mkqAm+W9p)W0PhIu#BQw&6 z!>5PW$|s-}F@PuKtBeqkZf^UFo*UR-SX6WcGcz-N?g<2&T>k5V0xAk2VzME}e}z#F zu@hKM7YW8>$+U-l0$s>Q>gJ=o&JH`s@+E9R*L&tvUrDK!dFBii8mK3Pi)t^}n&c1VPXa1lypRVqqaEasV5QWCL#1kC zBkVc(m+9!yZ%GbB4hcYKsuSqYIofdv+#TgyvF4+L_e%jTo}Frz>>C*1+CQrfiG&P>rCwUHt4Tt=t-0y#ijN<4+@cPAl6 zpw9^uQVZr#sP)oGYB}NLScJx7VP-)3`0?W;-U8bmFSL zpvYHHUYzYX_G&&I}vZhJ(vr5R#eScis)0Em0> z?;xzUQB=_O@@_vv?5AOqaA+_SSqYfZyf4pdus%_ZxK;tF#PY&h*}>3t_{=hai0$?U z{kzk(??x%R7ww7_Dv&npZ^Xlqy2Y}H5qa0$!{aTUm!uk`x(0mhRe?Rn5*2hLmk24z zM56M9-vU2E(lWf6DllF8)%m|bjdJ+@#v`)H11PIDcAL(xh$Nk9NDhSN$KzE3$BIoD zryJ0su_i1zQXnyK42vE{QI)FKb8Z-F1%?*{NkpVxqRqCy^vA0bV0d@Cqgi|}I&Sk! zgiK<*~OWg8k6wil=J!r%5VFk&U(=^7du=<_x1Ko|T$96fNcqMAzOC=r~B7a$H~ zk}&~~D*;@Nt3KKb97@zQY+Ul;r)CDTsIS+-IFf&Xl(6Yn-Gd0c~=fQpV<%4cD^SG5_qo!hm)X*CvF4dCDE z^y%<~1i>#~zjk3+*hJQ;PriUzo0LZKKr}QoI03e3`~U(Rw=0EdSn7Hkb_!})R zuk3q!-t+Qv>9C2gnzd1|m$?4jpHnKyi}o%+L}jH(s`&r=SSVZoAnre_Inj{_5ht>u_u%Wo&9W zaXmaq2|%{u^~HbnVEyo=`v)V!!bp#ZklVB^@HJAgLqig6{2t$rF|UhDsw5}Ij__!Z0)AVvDl(UhaY zN!D}EJ%>kMJs2VI1U0SVz1fGmvLY?d!4H2a@_ud5cB^CaVAARj=NM{|29dX-9)G`i zb*Z}(^MlDCvVX>m+ukrzD3-$joqXI*7iwafkB&Ae>OprNj)y!Dx0BV>)Rb+OnudnF z^X}cd@7}w&sqiUOH`3`MK|ecQ&4!j%v2Nt~h9}yvcH9tByMY;i=3Db!Wvh_LwSxE> zcx!PsLoncSwgb2r4h$xIQo0`#1*NwN9TTY9EX58HI2l&M;qB|YsF?Lg5Tx6RLx&Cl z()@r^$YWvszN_5+AiTBa34>eG+Z(^*%opN=AC`r(z;WpNh7t7s!&-sT8tUp+6<0XZ z^b#+Z*Uy3{Evv3xjg{T2r4{Oa3G%f2;mIt^aI6#D0JO2Ux9r}{H$O98hSD`WkX3B+ z_A;%Kt-J7#;n~W#~&=8|lhWWWaW5fLnX!Gw&Hw^(%KSDkzB7XR0eiaeyDaNNHJ_ zwUg6zOhu%h=i%kGL2B;qKn{C>0U5E5S7Y%3p~dqeddNWi6H3o?G=3Y>;ASE1mGFeU=Bvf+lN;Y z{fKkVOMH4H*dh9nJRP^|{7ORj<>cfv<wEMOl|YX2t&675yq|x5wE8CQ3#@ zg@&gJO)vp03NlAG{uK3}7kQHtgh+qi-h!g<6)=X^r}8@1W;(X+Uo-|i z#4eA4#w6cJz%aH6=QRksOJW`+yQg4c6op9sneUXZ_|g=gpmV|wV>Q|wMQrLn##EF@|# zp@nd+NsEF%k@cB#hnY^bpPPY!L4Dso8_+;Rbppjks9pGpZ9qF1_)n8Cf$c3UY=6-p zYvDoU$c?#8QSVy1W-#647a7S4eJTL;K?H{k^|z8_)HuIGYa2EXPJ8>yooW&X?Fp@k zlYBa;wNRAOL==4R@APNRocWoNp8}F=-5S+XiC75AjRC&hXyp?4Vb48XHp1Q1uD8@~ zb*CjfFht)|?i=y*=kWr|2Pp~&03w_d8pG>-Wkp3IxJ-k>Ut(X0RBUbSkARhw&$ihA z12iz8JBn|bUR~B>8jtV!+Jjpgp*5kvGx*Gpn*gwofih};!Hyk%(kEDMkKaP?-aCx0 zuqFYf*vyB_Gdphi?mG^)YJ3!i(>G9ck;9_~UIH`j6=W$XD@zVFd#DWhi?F5;;0&8} z^(BzJ2t_4Ald7A(zI7g=VGviMG&JPQMQ8bK43k&6(OUW}nG7~1-Au;m@yL8XzYXYn zYI-`%mrLrK(M{Avx`35T25wu8oY2<0kM~DSUBpi`Z`(%;U-svgmMU~;*0#1Z$N`W( z=ro(jQy zEucm$#;oZf2D4-wM&G5B{Ip!arqiHVR}>&nmAJhh2Pr?ydtA$+s|}HNWA5!V;CO=1 zh?5ZMCCVc%?aX+8bL9Q|QaQE2yX8H{b%S%^!X)}993bN6d7D8sSp(#{{HW~0!CES^x_eZ0t}79s;f{cv1YphV*#G>4~euVTPAn1uTDC+LE8N z2B78{EGALvWlw+JOq|(Bn40Jatk0f}z?Z|PuDv8F0&uQ@ff4jxGTz}X+@GL@QfuI~ zBku;>EaiNu>1g&~j?CtD=&?b|X1`kt#&~olB52L<6 zfESU=@BM6uI86=7P<6d#@fM>PE`Pqrf_dEAzY`)= zjM7DX%KQ9-6ga-O#iBn1Q$swcWN^{TOA#7iI0B8ZZBr26#IFBFQ$d_5kov90`Wn!y zz6Dw30v!hGJt2N+Gj{KQCr+-oo$!~$RrXMqZ&)su01iZY82U4GlFD_H{?L>(GE-j{ zxuX1|FAKM1$9j;*Ko)Zz_$&pk_khI(bZaD46aE9Cl>q%}r`MDWR_dAE`?X^OEr$}f zQ^@#+tW^nxxDYWpOSoqozd$s#KLB`!z_Oc_?jRs+b`o^RZZd<5g&^>NxWB;AX2VG9 zH84N+n;m5+09FhxV37crfspZ?0bmHRNSxa@#dOMhY;A1n@lK-f#lb%Y#8{5)Be6#+ z96moFxN>pk49a3xe?L8hoOKGWT3xfr2mkkp3ymgTD@4!{IKhC>!2s#^?cjzQQE0R) z`%7u4`&|>sZ~*fJV0yxrzfUc6>;nktp(6RBS@YYl;OeLLj`hn1{WLU(){LJKRm%{o_Y!|0YZ%Cf@Nl_2rom)@3Ec z8@d&Xv(HZX)o56A_Lh5g~S?bN#-s}2dj1P!Ngt>CcOb_cjw^XHEfA3JfsB^@@Ek{ zBuF4si)H2r+SuBXv@v}1<;s;S*=CF9tz835NK*J0lhhk&K8fnYOVCKtH^OZtrKsE z17LAsmW-rchqxA&zX-!85oZrSIpPmM0z0HYNpE5+jNVi5RLUHG$Ko;#M#lyph5Awg za-H+lstS$l^{wmIuV+fs6K^@RH~5=)O-Ts_pQo{JUvTXXOK<|0F+Eu{qR6z{NzA&p zc>fi70Ss<&#s>!nzig3$;lZ8<@&$D7RnTwL4Q~D%*d{1Qv8%cL7Gt;KZtaM+$XmAp z5Vkrn)uibsuY^@6De&=)pMU-^f{zS?mjrX|Dj;55Fjj?$t%JYEflsLXnxdK9`kVZL z`!HT2Eqmr7akBXVLWIHQeBiDO6%uy|wlwPdzDQP)eOlvxPb0Ml4C8p&@lO(U4vsU7 zEU3Z~*pqn?FdJrjH7lzGqtLavdqu%xf`Nn}`D`bs;FeGPyDw~p{V)4O9e+WaU?ZY* zZm4Vxn;W$Xc#F-J5`dGRCtA>ue_L8U9}DJdp2@@vn&$NW8r8&WUP8k_dt#Wzw>_!Zp~<|-w%T(4QKG>Hrh zTtNs5lJKFIp7(ZA+=04D5gb<>L*s(OL9=SrsxW5(e*Wv|$#j&M(;q($M^)>_Pa9ZT zaBORsua@GtzHS%W%*>3O=9ZtD;v6I?Gr*RspjJ$*z*3$hLY*Vd2%|5oa@&ZHbL&rt55lRWF*f4tGFrLfBF#m-R?gB`R z*a8rtp(qcD_}e2-V%M%+Ekd8s2h&G*U4_d4jyeXo>0-+Kfuh1d=!E&Uz+QxNNT&JI zSw!AHvo0g{rUS9^tA&Jw96%-k@P`0UCjp$ZDb)gwEfp&HlfuJZk3$`dV{l^Epq(`N zd5)8fo12c}&{0&_R7BDW03f8!yQ=q1f%hP?1%`#KR#a3>;in}!Jt&6?wR8>3kD>Pb zi#O9u^2Li%JdhWW%>s}llaLg;2a}#XfExvKhosx<_C}&A+p{7E_ThD**qrm9^2d;Fuc&1>JkLf0m+_F1tdcC600sV>s_%`em%Cp$uIEzkyjw2BiM-so@{Q+CxSI(1BOy6X}fjZ3wvm z&v3cYbwa5l4~iA3u#C(1ewGkz-NM^FD+OWD8aN}(BrCp2rW=RqDz_~4o`tF8+SR@E zs`7CQ?;=G=V~B%7jRQq^O5(0Tiql6sLpoAQXLmOUQ$L6?*1#Rhj>O4>V?EcN|2u@` z#FGaCL|X%>uqibrP1K=h1$l7fjk_#T2CT|g6V*aW!KDK+UXF?~j&~!vDPD-66ynnx z8giyQ&=e-N+;&?gFXlc>5Ng0kv)!p(e1VN&YVJU;LuvlmX$ActgY_v$AOtB0-iS-^rHL1DMz9`NcCNzrb@}Q}9>;`Ie4v};^@Mzj9RCOBzNH23^K zjKB1nmV?@~+2{LDgnzdqTDfTPe?TZW?0{!9SaBjL9(&_XG(Tb*0?i{nEDgkFz#r@o z>@ZUc=?RWoBt3H839|z7sm5aB_i4;EsQ`$R4aMFHiHT{P@(?ry-$IHYk|{x{?u!db zC>kN4MdwD|OVh>=9%02tEe(@E^u+P189$SS6sBgOU{tEChi>U|8?Ce#CjFI+gIe_pvv0z9Q*_607L8Z3IF3=jP^?FM#ESKbbhV z_{d5mJ{q`7hJ`*rC#{gaNsWTnLTm%ud$h}B-YqoU z@KF*us?8Zu?QYRh=4-*~2L}Yu94q!Ydi+-8>L67z)&a(QH_0*RE#G@DX$B7#nRC$@Na;2foOS+ zc=YdSsQu8`1L=k$=o9P(Qq|+L-G7T4UTfHCn~~V|pAnEdPDgBlQ1GFT*dkw$N=VTP z^3nK!+mWE_RS}vLeQb5y8C?!DJMV%>^ESI(P;>q2vcj^$^1}9YT>(wp1sRq^8}dUS zI)f4%4?sD8cw=Gyx^=d&!Ze+~70ql4J#k9ih?i3LI+ZtdG1$Stgv0?nXR_WiuHcxq z*6I7gj7G#e9E-&I+7Fg&g=-nu3^-+N%IVI4C_#!BSwd*5%Ze`Gx&X@a6W15a_U$9L z)({qd{GZX7*I;y6XIt)RQsuj0N@TOt@|qc2P5cyS#v%_snT4aDSY^mqHVz|UD`I*G z3yvO6$I*9sL=0d*81;;J1Ie^%jxz8!931q-g^zWq*lHLa>X|fp?<(`uo3&dhV~}8R ziH<3xS#Wo>NF*3i6>QPuRImH>p7*}sp|-6{m+I(x&HHQ~aJzXA@_{f$y};QX?#n$I zce|gM8-w2 z@{D`-fUyk<4`+Y{gWxPE9bzrdah$*w1T;lBd^m~RhH^&r{rmTBTV<~)KYU~Q_^S{` z9%{;6W$#zzv8}}X0$QbFYhn01-Wh&WR&u664S~&%{;~tZ6W|Q#}xpj-3pe!Vw;R&R>;T1lhd)TT_+CnwCLPL+yfG>}HxoZFZ{oVTP zmJ^44XU6vT4~IY)or8-LZcM3qb@z((xLqYQw1^cV8>_b?6PaIcjm7082B!ft@sMBq zcb)&$i3YhgC*(1TIjur3){69$sPSw7rDP@wvl6WA>;b6QKY#wTLPjDM-kn>rda}T4 z$#{(XR2=vQ)99VerqpQYkH9tw@91qwqB{=<8sojn0QSL!`+<`p3^YMWfQtI5+MG|! z^AGmFf;`ZL+qfWf4o{HhK~^I@EU02yXjJ4Nqr8);4Wj4|Z$6EnAs)0p-wXNRp(I%r zLE$nrWKH53#`mZ+6OLEs%zv2jgXAg4e?#-hK%%AJ=Uz+<|jMKFv5ZtuR@>f47`9Wr=zQ9fAZvN zkW67!N8lm4f~T^=@gUcLpwYVl=n2m!F`RJAJFuXK*s#SH4iYjvg5I5gbu>8vICH`n zY=E@EB^`D6=8~4|O+&7unSXS~Xp{8xgSipA9)a7q)S{#HVu$xCGUW2@H5Y24am@|W zhVtX2wjkyfbfWFLY@ZsWUiuC7Mfb(1asHywtp2hkmh z6#>t(ehLo_eMi=<-w2(+{$HC%^Urn!XJ$J2-|6!l`5ES3^swDt zbHdxtezy>{yuxuu@t^t9Rbgp#=?dzW9`V8DFV-E{J-asR7N_~g5ZvH$4r+iuX7Ju^ z%Qk}NeFgR2ba!cY%$K0LUxW81_-ENXjZW@dNQTFULvu8yU_ZVi?DsxKUM*B|)# zryaMmjhMH@Xm0?o2KQISD<18NrHg=Yr_++GA+|I=AIY{nvi_fYoyfILOMYdAC3~}k zKe>=*bKz7xUMIAV&xV+sB}K{QGtTm#0>rnHX?Ipmr6sqCDww5}eup=_y6a%c<9O<~ zoVsDUEUrKyGvzq(@Ca;xapnZT{V`lumt=66+>M~MmpHo3V)|@uDyhjw@q_Fq?jUjl z$v{ii4^*$A@o{6^fR}cA>5eZ0KWNLl&+Xy)x=U3fRtiq;D>)d8ECovdl4>uQcS5v* z4$gRGD*5Bzzcv0Uf(xc^+_PbmUX)f)FzY@G&u2>ihDf%hH>}>@oO3>__)cg~G&?=# zL!PAl-?({r_6IVdiX-D%0R>C}I2BbrfL@EsJZ?Syh;)h!qXt3_q#3bM;ehuzy;khq z53v~0teOnc^fY+H^5JX2e&Z{`S{Nqc z#&cGr?7t=ByWllE0pB*6x70dtKpnRxK_uJc_6NPLtk;w?xlaUB%e1e8G0u+%`+@Bv zFNn%Q<;83yW%j}^C`bb%F<0VG{6{+=BQ3<>=-|b_&J$fBZpSFAs#*n+8=sQZ!WhxeCA>YckHP|0URkOAhfl#(97r|-r75&{ZhFMa@_|m^UbDjL z(W2!uOjA`g1){!Eidope;&A>l0qSax$q7VdoN}nvmy9UGufI1W@MV0j<4<6hDqpZ#v-Ki zXD?o;TUe|s`f~~Mwz7D>HDH9&S)>#MqP&*U(KH#Lc$gGreq*H{1{N?|mH>AYTN}8G z>-%qQ=)zecjgQ56P)G<3?zrs}%&n`a&`7!}R|m|%NAZJVZ{&d~FqF<85PGIRKc+K2 zn)AHhc%S)CPF$A)gh7Iq`t9QP^O%Q;fIb1UW*2G$ASDfP7$Q_q!S{E~q`7ysked=c zmY?Y&bVQ8QYmG@#my`xEu;RmTK#9=FHoGr^p9vgzdVC+;=?R2P{EXgak&1!~v{EO~ z$<&CCDiW><^&$iX9;BISk{4Ej0xfzKW?yWJ+}`ULw>){`8P#xSj$DoktfmHLf*dqp z3fz-HEIe#I>SY!GzP%1XU!fh?i|)e~GLKxDQq<<9`R@kZ zSVF$D)gAnl-;Csj*&)dGOk9e0TEF^ zBpsu3C70C^)&gBK73GMz`Fj^J+D93u4<9b9aR?X2q;&-5_J`{)QDAqcqI?xP`eG2f z7?cs+B(U@(OE&}>>@)P^@A$n{-7t)t1TtX`vX8Cp>60h*Df`(iFx`!YSMSt)6d@W4 ztV;V%bzrTe0 z%n(v$LP_0G86qW93Lz4jjB7tGz3X|_w!Uwz?~ixe-kv+UuJio;j$uFceLtRlz}S;o zMton5AG6S`ss8X3b&O0qyYz^;`2kp4xPmW@c3Nbu?mHj~z-qU}oH&rsb)!vOvSNc+ z_YGnwA!H{GG#9wdN7ryFGLjz+N$H1(hzRW>Z!dtDyM%V487G1+5$MxAKWLWnt>A+T znU3ZXi;lvPZ5(eFi^g0}ce=I`_F$qHsbU1D*4X2K%(iW$NWfhE08|U=$$(1vs5`-J zCXX2!rZM;7G(ue-9;nXqz5Dh(fl-oB%PL2H(o6wgz~fW|G;vWt?jq0`f@xbnDJ!kN z;`5$wUqh;4Q-8nl!w0EW0K2I?!bd+~VKEhFhn^s)6)-WPkVhj(iL|&lKRnbs)D=H` zcse|s2UIGu9^8g$EPeq-%Ql5QcUvzISx+|!HbPT<&mUd7yEOjaM))V)IG2`oJ9um# z#$@{sA3lQ;9f+M?qBF2tGQJ|vbYygNF2)_`ArVoF-@eWI_chL#0I9+7Q>S2~O~O8c zR4_NVD(V5dGR#Rq`j1@`p5$N@=FIO_R_^htEGHgg49eg*%#YCvrlaa7DlvZY8Lr@3 zhZgz7L(s^=X^{=cJY`>sq@=Wjpawy0L4v7h6Z?}VtDmSS(~yRdowFWAPjn0fD=l9e zbUhdRb#M9+3fJRbMQPQbR(RaMf1gA{fJ!3l-TqU4v>tH{;&V&O-8^qPI~g*-cN?Bb z>;6TOCCEiIjOFH3V+h$GkyG%|%bah)T>_Tj7~~o&iHk{}GkusBbn&9Uyx_{U-BE9j ze7&r%NXimX*xJpiirxHEHTfb*}qR97xtn1eok^Og_U|ATN zi(5y}gU8E7@NRSnNaIQWUVRMw9Rb6t7sD9VR*CMMC@%@!@e_fM#n>#W|1 zej+iP#@(=zf|~K;aa8j7|BIWO90T!Vj-Y5`j)Q8dj09#)cf0 zGd_Fp^X?CbuNHxFAF5hbBVCAi3cDqFn5+AYkHJ$rcsx~}fW`V|rF`1~7n=+J93`%xVYZ*W1YByc!9*N(-+9+!l=7?tjgCg3qgUm*V z9Ol`MbtdnAF3<%p6d2lml%tuF81tbbr#S}s4uVreza1puP*IzsM**_Qf%U+ZB$K3@ za3mJk+gkIo1t5q|0XR$z5(=vWpa;@?8@wLEegIuNAYRkGLj(Q{SO`HasPP|HRcRa6 zZ3nUFmb9NG6j8dHQILIs{}1V=i8zMR(9eJBZFOD$|1<;0m6Io$0XSsB2WKiD-_32o zW&qQd-1K|IbM6*~)gb*&2Bp^@ z9vTFHW3s$>tII3^H-y)d<}WujCLy(30|T*V7_dY^cAqJU@dDDx-?pO)?(o|@e$E0r zWiu$4Xgh@F7GAh;foxWoVm#yp`KnxdHmg!_!#s{aD2&c35zL6L3(8n7|CPwdiva=C zY0O3ARUi&Dv`4UCRZlkk3`DzVTo+?FOtcsDqU6a$hzsY+HF>9F%?}^mkGT<`y~nr& zGy`IaF>oa0jM6xAMESsCpl!Gim%9Fpf}+hDPmTQkK7ICV{hX2P=<^;?|GJ^ABHRSs z!?KktRY&SgGc4yK`w(Xq&}A`7(73uEafDJ1b*GUnABoj~)(4KF|5VY{UGTRL`5tac zEFp|&P=cKSGt@6t#bnh;rYZgkfW}iqvO$i3Rn=>9V+2c(N($U7R!xLHy1_?@N-aVS z_PqEG8a(MmP*RluuIWRaTt2G`S(}hK(rJK~K!#0Fb)8XKR5kD%*@O%NkiVeXn1;i9 zo^R9ccFuZqcL%|#frGw3GBY_2;BWqW)COZ=#8y&aK??)!3?JBC1PJ2Lh8|ZebU^VE z*r9%WcngLCsU4f0yA~iU`(wxwG?|-0|9%IMGmb*piQo3PL*}z@gPJ7;p%19%f3}B> z>xUkbT(Bkh%N7ryB!P8V__}CA7?vuqEUjAu$J!tN8+f0~ju#~yasnDKZ@?qHVLu0fh;&-kN zX`Ahv7Bg#HzU~d|!C}meB!)lp^kk0)@cDV>3rKP+o^ooAdsueCx>en#|9bG_Dl?b5 z{GeiZ4op!Sb5ZE2G6ci#g#P^8fzV4{FraN+>Gm-LN(r{qh7Do$u%!1#yaQP+vDle= z+KeJ=E{;lNXMUttFSvI;bOZx7vxbLJ2c6nz8xu3fJtMSKFjKbb-6 zuhBE#c7E99I>IEtivc{sqvmG5=k23Qzqa8CVrZ@awkSxAvoRb#Y;OJ$j|B6~Qk+k% zsO?k!NUA>m`B?<$GH`We&@xKLy$>g1ng>Ot+&1r#z1FIE3Dd^@Hk2p3#Ak0lG#OBv z2FpNT6?49P{98U%22Zv^6iu}#`q$6A(QMQzti(13@Wz%_T`|OKA-*jZD1`H#Yb^Bg z2;`)+fq^#0xGlISKvJ`8L1yx=`K*G|7yhTf8ue8yU_atZ5xN7@lQACC>BLUMKw;)$ zIP5>3?)&o2^7@~+{<$Ce!OfzmgX#J+;Pqjqg)3Kfo33=^N46%LQD{5p&|XE?4-|l^ zVf2Ba-?oQVMm7-d3s4lAEw{)v5Czy<26*;ukJ2iT0iO%Rq07myTepAY?*s{HK~gI~ zDxNM^oRvqqi=x?(k@sK9WMf+N9Jv*xF3+RsB1#UbkHNI5gm&P18{te~>ym)lx*4rE z!ypWthJl8w2e9$jvbV(JyL9au1f&=o=z^kx05i{g$|N@8V$%F+fShtMsicFumb4nC0xV0ecEJldh&W6hP{0MR9(j-c`ye7WvGxxh zJV;ZYzi=9n1X1khwOTY9Y*xh_X4N*2XnDa)u2(>67hOpcD(!2pxhIhYgpyw^5)fIL z;aY!rb9WB$LvVZ4!!+P*124Zwjdq+1)e(v0BfD#Ej<(g;U=X(M_IGw);%?dkFH*#Z zpjiU~Cdw=Ya#p0UFE+ZUQxa5*natYEN`AXsc^F57aBd9sUsKcMb;t~ zSKL*}^U!M~)&*ki%w|@oR~I+iOJ}a+d{O*8kEP$-lpdCEm6leI(8v&%mX>aI z53A)jgf-q=KE9xL@7@`Egy3+(VBl$tG}(Tl%A^}VuMHlfvlxtanUo<|8f@B$Ac1PkIW7REH5)dC?$>xCIf`(z~DUO+MRzf!X`g`Ah}^p zCAF|dL1nfKW%xnYY^{}{TWo%z^kR{|{Xz(wN6)8j`=L&$!lgX_tpiLf?t@52x+c`7 zA@5e~+n9{h|0i?r+hA+|GOX~Hc-L>uaFa5|LH&sQPmGR0sf z5V05~jQWy86QkQ>0XI=5xqNHlfJ~Nnf2avVrQ6GG`>#$D@Y@!?ie#6h+6L8Vi#?ng!1ZLw!HxLmB14|P2kyFa6+C6w1U1Np3D<8 zFlgM)qh{L=P4bi(p$~}shw|{6w6iE7tGG%r2nOVggN7&WR0a^6tfTK)++0M|1h`p~ zAQ+v6`n_Mq3jj}FfOhs448y=Adk%!fwB-;WC~6N#EQc{=Wo4y2vO4)=CLXaicLO}{ zTTyc9xKUnL`To`RZVb)if$bkScu>bzOvm`ZH$R~X{L`%PJP`#@loHDv2euOSwd7?F zNng0TgkjTg)V=Ny6%2eFettD1SuL7MP`NfBlVSRuCX}dI%l@PwvN-$=z9B8+`o3v7 ziY#*y+zRY6aIp&41>GI-VQ-i9fLj5E3`_@Oz~Nd~PP@~PLm}GH3$kBa!$li-q*(q? zKc4Yh>1;wFwAr=q&hKAHQc>WNCfRVdb%TO1ufiH>JFxDTz6fSip+CDWJ|aKo00=?N5BsLn2LN`W z52{Z%G)Z6!P))hi$os-`PY%#hmw*H(o%%{UhD<$4Ujfzv*?tqb2tkb#)*$#_NVaJ` zuyiRTEi<`SgVnSi+7B(58X`_2G4R97sAAw96=9%P(M%Jh9l9-mUzTEgRPhM|^Y!Gr z-Pd}E`)Bj$$`ixTV_^kaS#z^l!Bj^zvF@y8d-k zM{vgo&F90+r9z?>H6qYQ9O?L(x$aUj!M&>Q|G&K7kClcWl#r5I0E!^Ix(J{m^LA9G zlLRm#_MjYx^RA2`R8&gJ1yt~)dm%Z&%R_~;cAAZY?l0Ds2e%;xIX1WMp2XKt#+M2; zU}?Z%eW9XYpQKP2;a-;T%jlLIxZV_f@qa`pg#k`62K$uibls3o@Ms@bRA@$Z58t4T za$%0~2O%w)LW?NiXK)AbPtzC(BrLq8rsgS5*n~vw2=W~u99sE<-#oeRPjDS*P6Q_d zit{s_Pm@;07YCT9Ya6i39gW+ij&v*!F;kGci)uK)tQp`=?wE%rCc?;9#MwghLV96C z+I@=5M|RKXP+D+Lk>GTC{VF#R-cC|}#6GIC8LDhauL2$j=GriE{XZIT1MGyF63lUf zE>ApjMHE&G3YX&r|DBjS{<0SR(<7nL*8%|1UcXh0bGk$O z%SGmT$xb9;-yOLv5Fo9(=ONNoLqHq_zA2f0!{4xUnAk0t#gn}o8O3L0Ebtk*1+IrW z-0=W|EDBu`iz+ja>R;fGdo!)WYR1saKYsSi|M=Ghig4tC`tmtuyK}j?{4ijf^n3An za$21^GsxH@v?w$zYzm`uI}IZt($azbim{>oK{GoAwM7d!s>|{O7zemXqE;qzNKow% z^NHD|YqTtX}HWI>rAc3pFP6i{<^N+sHM)O#`u z*BuUcIf|;Om2(L%?+l0t@ZhLyqR|YXE*g}eFm9L5aK_ODEX;vn4W0cAo4VQf=P!wd z-?(uOy=MsszJPzwWcwp(;{5pmG75ZPmeq#zO!NoX$x6=FH|w2)kdEZ94Ou1?tLRc0 zUkt`y!eb0vNk4!YpccfncU``_%dC!%pMSQ8hX;bpW6)JlJSn0V;rHQq56T&-E$~67 zky;-^VE3P2iQnAe)&PDMIZ+P6fpT#w1MG1Uh~>(`1}`LKx>w&&t)NdASe4S@dMZ+_yg>kPoN3sICqnhQW#D*C1=Z$ zvQz`=(M+vQH<6Me^X_%Q^KFYjZkwBRF(AQ}wNI%`18xfp1E;2yeQVJel0P1X_Ef)- zl@2ghD3Y&=Zbb?G8(J*1mlQe>$Ix8OBx3!$bj9eeK-brR(MA*=@CuRY8n%1=v6KLX9cOnSi_=P?}=JNRdV{u;(Z5|H@Bd6lAe^Bld} zpXA zykU4MPh#+GFT35d97bt4Q#ahwGW6a?;9@*q79)i2Bt^Vk!ES7?6P*h9k%qSvvk*@H z+T8b#WIMuakE~*df5+^HppO7_ylY~dem|0fBzF*b1xOmr21{>iqamM((FieUk=(d6 z&lyp-22XRy04^uk1DK#tOV(9*uc}`O7(??Q{^NY=zqn$=EJd-*&#VC_jm|YX21Ve1 zBUN43J;!<@aV`o4ix8U;9e-hmwSg^;_3EA0)>E_kpiMI{ex1acZnpIrsz zHVAXd=)tIdz>pzu6v+$D60<%>&j}Ea6U_>pF;`oS<@qgc^W~tWh9V{yN?rHx+i43g z-FqzHfa*WsNF&<7)Rz@{AYn#8REb>e@9N(q>2bXdYFxO3u}CbpwZ&j0gOA(_^l;w5 zPpUda?@ub8BR9eTd4uDJYR|*W%vT#wb$EPMTFU!-TWb|O$x-J+D{~INm-BW9L1el& zSqq(7!BWE91s9bZ7vR})+s32FskdPZphbFRL`|x!sZqi_Ew+AWgZBOZBE2j~5HIc! zlz|$W)IQKC%3}bRju8nWibhxjG-aq0X-z69UQ5AYKmkmM6o^7*Ez)6X?|&(pbm_hQ zgFU%$g%96_Y`Yz_9*C7mKm>CDD!b+dHXC zw{JJrjUs3~!8suRKbQ#T-QV@n!0w9EXOijb8Yf`Vno}zoEZQbjb?*i`pUb>A(F!8d z(HN~2bR@WK&5MqSp<{$x4}+2?#VtM>wO)(5l=fvE{Rh=$pvu?(f;N*1ELZ+Prv&4y zRZZT1`ps7x=Wr4m9Jjl4z6o0~WXJ5BhbdQX6a%=G%Oe64AsqpY2=+t@Uzrcw zE3g?Y=zh2qP@jw8%0fBsf`)J1f7EvF4BfZA4!pefmmh`2(Uuo?)b$dXCuS;rW0Xzw z*U9=aUh{UU7Ap}%Zm{9T*q^L`h;&~jZJSDxdOYVB&O5EGty71|i38Br9n={#Tl(!5 zAsHyk-sTbs6qfM?&}!TR@KcRO3dhe>a>`rhn3nVQR}6ywIM}0y+fLOKa2jkc)_o14 z6DWiNjvA$zBf7879d)7cT@X zVt>72nE||VE4o8|yT}h_vMfbm@=jxB<$@*q3Bkn z+WA4(K_(b`CAy&N{U&mUA@dv@Fq*yVh(!aX(ogb)JQ5d32)%w*Kx+c80N;zr6qaFA0Rl2 zb-?NB+It?b%}4YGXyBd$IbH)+D^inI>vNm~$OLpPGW{OFCV*6;?(XgouUe*F5n;yp zgywT`i5xGo%zseSh{H8|V!v!jVZK0m+m4VY<#%BHoXAsE6qTk}fr2fr46F_=l-mI4 z16^-oR7J(ide`!Pj0HV^HJ;EB7)moMGL04Zw>EuO^lmXjXTYsgA}E9YJFvK3{Kn&v z@{USnDA&ZbcW6gP^-PJl+X=9l(S7s%hj{NBH4q(l!ohsM^s3V7F2l5a92T9_gVDCT13<3c5W``CAe(g7pxK*9ufN`Hri6s^A zP^2O$u5BLRoEs)Z6zxb6b0L+Ji^)%i7ssdEIW{T*(uN9saCa_W(_M|54S0^7!F)%h zzzbv~+CGS4=&CVK`@PlVG)=m5*0S0v&EesQ~kU=Cl1W&nDJ>!kvws zrn8Yd1<}d^E~m9TDAwZ!17~8t?R5|-s=hYd;Jvl?d_oQ(e#B1!9V{Bx2D?FcG1n&e zfrzJgUOHE%IAgkwLrL3V(BU0}7!ek+*fX-{;GgRM0|-~+`?=MK(WT%^RH1qSUv#OA z%o31R&*EO`_6_Ol*2aU7M71u!e`vsI!4&WS!o^~-0Ru@AOxM>qjrH}k-!{*s=Nx#O zK}DZQlL-3weK@-&9ztabfr{wd7Gfzw1@{CA9*qR@^i!lI1d>@8abdor`qH})6ItR? zpd|v%wh{FP5n0JE8&w>w7mDrTx^P&uj4L42S&pIH0Gk&!=KJ^9G>1QN6{oF z?72IefNabK)x*+Z2d61FDx7YM^3Jj`Zv(-Hq%_I@R;Y**L~2b)wfAFU*8F8gK!C31 z5=BA@L`@OSeDSh~&P)UZ`gh1W6`Fc<63@UYiJN2um}(8=rZf)4Xvr5a%JQApd`XKF z;e#3lyIqPwydjG;k{_baqp2SLir{R%;*O?da$SIcdT+Mf5+Is1Y(9i?S=7TxQ_nWf zdzAboQGv|{p+tAF|E-7!tjh6OkYfi%CBekNPl%HTX-_5GV$m+HXkJvIO#K{MNaA{u zeIUq(fDlRkg_yX*T8|$CKB66i8&0@7kR($2AQ%#x3ZP|p(kDO!f8Ehe*2k_iZ+abjt(YLI?p=K87nOJClxXnhjIUZ8)~xxuNIZrx~&!xa%R!t)Q^UDcxhP4RMQQEe1MaOXByb*<`G%{E@&S3HWI> z59|G+G6ZG7X@d}eq~usMJPKZo0=U%nQ( zY%Bu5JHawEOHdp*N%FSvmm)uOFI{hMi^@0>i-Gp%eV4{?)yfjGlv+U|jJ=4dyt2;v z<7?IrE}50N0aOlMrLYPttKUQR2C)Zaz_Phg&c4f~i(S%!;9XrI0a0;{XxK)$xBIK1%tk+zMW_<(l`; zh?kL_r)c#&7^HXl)>mUNGmSy@-3lK9oX01qSMMMDw1Zah;f-VO(#(d&Ms0XG#%;J3 z5O6LMzN2%?Ma{L9HOIz{;RTl%jA~SG)5(C9X8i>Qt8CxeF(l3>W)_U7prj$^0yuP_ zb=#8X)Hw+h7P6f(tPR_HEAwW6uG)X8xvZ5h8)6^qxtk*vJ^I#{#`0RJH-&TsXIRD4 za~nvgFlDTSg*dp1v>4aXCubE07@?|qEZS;6Ep(4NS$1kL98uc=459CweJH4r4r$32 z^_)4%R>o(HWR8nFoKbGrktSVB$65KC0**nu<*DXLBJVlehSxrkIcX+e#CYF9o zJ3YqXk}PBjQKBvm4l8S5J*ewSj=e29cNeE_8$R=LF>T5a5|v#ryBdI=+r>o{nl3I` zPoB@4tNjtLaI*XWuk^M0*VFF`#O=o}2G+1bclFA}v0k2@Gq^yDRduE{x>9LTr`tC; zeU^o-38s0v${z)>iYV==1t&J%N0$YbUX)Sw_c+~OS-rA>C!O_MV%0^j6AxEckx1ab zBqkSSCdN8kqZRW)LV9nsoF@b3|DbgiUF%#;xsP8)59fYhZ5xNkNXtE#d`&Q`!bzNr z;|+zrR?>Nx)8Pn*nQWLlw{5%0cBwu$m)_Su+UDG!_y;9Id1FUMN7sUj1(jrAHaq|V z)m|tSt;a?3;_Kp$&V5SjVYyDI^VMUkh868t!juX{Ee%uI81g))ae&YRRU2F7 z#QMCqyj4QANtto_-6`t6SCtoRcwoxK$vIu{CL7z8=?CVV5&1`0xZ~yM>6@zmJ~3S1 z@!7K}&A{}Rg+=7`=0$gJ{jq3wSm5D?@wV15;rI){U!HaV>@ z30xwP6)QZt?=!yYoYDVOF--A^0`Ay>fq`075f7S6uz*R;&CN}Yf3>g@bjUSGum#S0 znPT&oGpa%|4x7mWqGD>?O=ni4_|gM>_x>ANtt-MkjrrLPF1fk6(mrDa*|TRdIcKmj zImG*IV&PC$su($3G1ii4Q#x%@b9VsN7aM*Az1g~1ifIM?>hBlqHS-zGEF9_AF!B0P z+a$f3X&Jx11Z%r^4_1A1SFzFgwGt7QNyx-!g|$>FA}^MNsD&UD-vblJ8fo6TD%uY- zTiLH}CzjBMm@dp6Gx*3x0EEU{ z7|YRC8N(EPGXaT~(&x`LLO>GSmCEj0w0^77-6f*BmH~rK;|m)r3sScVoaE$SU)Z~c zDGt(%O@;(C3gU~o(QL&*BTJPubOIHJ)^*=1|AAEw48wU1-xSidcvM%qfT#5Au7rif z(H{`He&LG=uKc4Ba8=^s>ru-z%kYbm_&tn#OFz!c=#RP$z-qa;x%G2jp_!#WjP}_3 z4A4(~`E3+n;bez@;3)n9SWqQ_{c7UTlc{I-1_WJv0~^?i&D?vxW=cP3B? z_|59(?ov|=M7^7a+(M^NtNS`vv`FXEE%}98k41ewK@ZrM=ky?a?3^$RlKD}yC&}8H zw%hFkj8toz-PoQ|GD$wg!Xn^mti|Oh_hVXzHcX$nR0;Iy5xF33y)I{MJG)eL1Wv$1 zO-?jA50y%KM;cy?Sa!%V_lN%hl*7A+!1=>fa+qTA zGf={1;ko-^J_iyFW4q0G=v8VNxrwW4RA<(iCWFN3HCUxGgrYnQo}p?O0EJ<%4~Z~d zSZBHqT*C9XCUgH?=k~La0`K(^GxEM zI2x0J>rM?i*O}Z!+n=0}pqky}o(zjYVKtY0lV1(TgU5!O$E`t(-v=7xCN)NIdxjE) zwv#Vx6!wK+4wV8Mwl282NWde zneZ{9VNNQ2W?um}ulsA6;$Vs_)mx2r+q{Vykf>ut2}VNY(o{y^dpM`K$>NB7qc;wJ z!v`b!$%Uqvztq{9>gO=O=ljg8I{%uUos8YIP71TY*6Py_oi*x#A8ZneSh1x`A2-fp zit&3XmE3VTzEu@+FbW}EO^@=)1R&hZ+YmB6Ep$Y2A9%RAt$`ulfGr71w`e}Q90knp z_Bc8|_)t38w`l3aS?W2mc2vHKqZHSA|AH)F~ScQo((p1^2 zS9+*vzPjYkD$&x_4aN1Al^Gp;bMC^0AMG89Ty(F$*Kg&toL+UtQgETe?MV#()J`2x zfa*?7nK}6W$Zdk|fKBf8vxReB5}Fztj8}PO+%uk(m6g@;&=40>;YouIzh|ChzlG=y}WIdix-N>(r8MXlXLlMmh6d0X%2MfT3Jp z@nnhvhqFKYcsxzun(h+DM=@YIWrffg^@1i5=-Jh(aj7UZ%Lz_gAqlPwuh`@(;Qp$C zwr&;IJ#)qku<@mqY<7@GG@uiVlU8~`L~G{6`DVfg5`qUo<#C4DSth1R#$POqixfDII*d#sa2sbijdW}5{N0Y zhQwvES1@yh_3K5WgQXbPJ|$^MNllcfmuszSffbae7(KMOfC;0h?JunL=z42puLrB{ z{Ifr=hlI@Ab!)S>va)hscWS=q8A~-@%ny2VJNTVDtCex#AVRrq>ND#6DpJM>!Y;Bw<3@Jx z;nXyUmu>?XG7rFgqfCad6-wm#M;_T4wkTrapr#S6)4aY;8R8~Ar28KgK4TB7Z6(Gh zlXW!uv(*^+t4lr_42ksmX((=1*pTR+G^Amtr+NT36XcFKc8I!XLRzRhwp39FXDfB)mUNv!Uc3r%CIY!Zc%e~FAj$X$N!FYNF3fOXshgOh=n2%7!OxLm?$Aw%|e%VZgdHikZ5(G;B(a(qk4nn9Fv8hHyh zzj8sNsK!&`1$tuG2NT}dZ+YDkC}J(~koJLZ-#;+Gg~$k!v=t17yuVMI#Jv9g{BQAe z@^MdRns6e*Cmz5R@BS;dzu+$AShyfWd*MJJsI4_HOM%kO6c$nj7`Kb4p@6GI9sT3grsjV?IwYWl8Tt|v zT%fa=$vHjI2lj=kDCB{JGt_?5eh{Hs3`T}HOm9IvEjJyI@Orm|n>!w3{;sxgGYcgf zCVnCXGX;-h1jW@r_jVud$)+TnVw|gkxo9111Vq#*kg2L7$DCd;fBvUq=}e0RWytp& zic?DEenzv3arTYDL#p}ZA01W-Kkd1mZ7nmz&(>sa5g?(rx3w}TSu-i})%Jj?oRyRl z=d@pTc}`#C-JxI_nr?90%P71QpgQcV|CiuRrJPhyS+fP3^%RC+FXU*4+;|lz^BKU~ z%>-sMW!K)X7*h2P+@}&Yr{H5$>Ud8G>tgwM&Wj!B?;k`)utcXe)Rmle7<)8JwD9!W z95!PO)he^a-1zZD(PoAxbUL304UXK|>wGTp)9ybZthhKN%CHEoHKMzP?rwq(t<4ZSZYX z`}zzu;Nx#Wd!i(=$bV^aZIY4wBR$NPY7sP#hua@yD>fP9jMgyW;fas`VKRQ?D(lNM zH_Wc~8G3Vj@b>tK3NR?~o056B|GZmW?)BnamOgvto}$V)_{;fO#^+2zulxun{0?JZDo_h2q}^@b`*` zicX13p3nGEv}nqW>h%avf|gV{%Fe0|r;8*7lXOf%H9?)ZQhIQys=;Z=m3OSi=0(dW z;6(q+Dh&(jd(P8c^%?CpbH;$;?*TfoYcaRH_@VaVg95$M$p`a0d`<|{*&BmJv)KF?q*pI4Lyb@+_+Szb3G4kohiEGnX#v$?w7$hiGa zU2i@AloV6cE(zFW9%`kmra0e;-jC>Mkw3~D1Cv`y8 zn$mCI{L1ASG=IB=o;#CdPIdg<1Nc@rgA(?3=_9V64D)*X&GDmn?hz$Z{ZJ^W=|IWx zA`JQQE1;U*H5p%rCpA__@gsvJ6?@H~l4uB2-L(5h(K@(yM4YIB^$8YNBq9fg#DYK5 zjh3kf*?utDY*ZbSGnf4ROlFYb(!9Z7_wWb)d!-7lbhEK85vOs3w~$vZ6uyn98r;!} z|9CP}a-~#;=Z@?TJ?N>|<< z_eI;KeD{~oXIrZ}{&|I56?9iWda|4K^Bbw5h3?T3{Q0KMM^m2iEI4&i?)+=pOx56D z7mjV+iQbTX8LL%~aj|d6(FQta&>*pNsRA5=0K51ypXcEHef7_9AJ3g}NM`f!B32-J zjIOudE?aE<`hjyF%(1MYav|r_5fLQ~p1V0iCf~ly@QRE0GmCX?T7Ym-D#f=%(Vtw# zD$vk}i>_T;1&okWenebpeJK}SP{YSe*=oR_ZxG2*IXhD!m73qHgPSC5vN+QNbSku4 zVJMTRo&vSr{nP!-d0xR@ZEOnU9|V{kHJ8RI}ER)Aiw9oV?@X zQdV>18di6D@Gp9ki5*6mx8bwuyw3yv(VhOBU(BP8Prm1{OMpb}gOj@?=UiAux3W07 zfH&4>_(L{?V18l$Nt{+zFFmuq|+Z5})lJ#j! z31>vziv?_oAo^EsYW9pl;Mac_j}n=19{>oC0IYgH{fb`hxB12XbE5uM2CPiyAcBWv z|LDh6gtr7jN8n1RXNNUW26*%CK+Q(Zyk9EaqZPGIldC&7Y)hEzb(g8EfAw`Arb|%% z)L}__lqFw{9HgQc|n6GPU8VT`MJgzOE9N$1{s}U9Uf6f&2!p-c0 z1jfB9@orK>J9?G3U_&~gU?-e!=k|%Lz@DsS-$URm2I~WZ&-m=WAWFW))savu`}f~U zv+*GVDn{{)YGDSDhFsf>GrND%1QscH&2U!9nu5%SpypERgQ_SDxJz3;zqC^VV*Bw@ zwil;NI+MRmKzX`{^#iiD&Kh+S$HRH~jPC3AzzktL7;7LD_2?9!V~7&){;hyo8f``m z__JZxu6=n`!j^D=!XAQ$litpV2ZF5D*w+wGLj|-16!e{_xpcR0KLwz%Ak&8NE`G^r zV(sKPS*^P83J>eXuDJks3)@Eq2X2oy80AlHQK5dGcS*Cn%h{zi(^;>py{|r@5dZ|0 z+}SSEiZ!oox&LnH>p)oQ#QEEabAUBQRiLjpBR|{s%=3Nml0Ra&!bYfPtpm zzrV&AVngcd(4KZ&7-DJ|`bppMe_x1IkL;S3u~y9BkFrRT0C$pU&mpNHfBkb8X06ZP z#`p>c9a!j}e*tMY8O&z2JcuXrHeZ5X{~F5MyC3ZGUv1T!di_5cMsVRZ!kR}@?*90G z;*WU|h2n=#4(3D7Z}ai$Y0)f$0-1+~;_6*h>Mxc_i#1qmhwl83l4|OfLY@52Lv?x;u;&rx-&Ej8GJ+{6ScSIrO{=3wF zzQtJ`(zgryu;2s7t6f{~yu9TZw^Lne!_LX__mAfXJE^Om!`O>((nt8`+`mMf9fXgy z4cfgMpw^;QMTiw}d#KNtB2rzAO>jsyEyzvx_TJ@%d~|2yh7FJEIlU4u80Ox%kyrkl zi;YPFpx2ap{4S-&pr(=~7<#O6f?0 z1V5wMc{LUvuO4mt%=IThh$#+36A5lrGB9-Ayi}(@sGk}eA64{#_B}^t@DlxQJa4hp zt9Jr&=)xEX)}v7bAbh}pQ;S|K^!%xyM!};|4YXR()vND4;AoM2xp?o_+g5j-Hm7xs z+in5DXP+WvgmeW%2F1zvY7pzC!BL9zolM{`cON4Yy;_XhVuzh4?5sA-aGy zz*cH8wEzoK9nm<3BGalp@s@y9^1!b2a{(>v5mbPw2t=Z=P@_r}P@$>o$0;0()`1c< z;=FLI{A*Qi_>l!)-b?OwT@Vi#)0*#yS!ZE`|H~_;sq9S4y*m*qLwDsy6KQ;aO5+Rc z#_C|-`vYXzZY;E`q>PV**Bx=9DY4QH>w%=ft;8CrXb^#|(F)f;JQ57Qg+%nnR)Ecy zd-ArFp+|_@V;r%~zV3PcKw4#zBaTR>wzsz0g{;Yp>+2Z7h>#GW~%g| zjE&h0G^xj7^R}Vy2B3LW+oU~OuEs0t>6+_|7BXDe#AozJSeCd+A;>oZ`qMWDvs&Kq z9nJ5`+I;wI^@DaaSC+Bfz3`Xje+a|^{Qo9y%l1%#K8R0}(W5c&N9L9+~Wg0J4V**>zeK}}}gs*UTumhnwuJcYiT9t0mG zG$cgF?mawM23vz9uU?Qf6_p!rWz+!v;g?Azd~R#o;`|k&2lenHhY#y+$z0enYvLEH z@y|_rd27<$9eus;CH5g&)XD2HzDevyFY#}2j0JzbN9QKm?p15orZ+qQcl5=YS?_yX z2w21}^J+ZXOkDDmz3JOg!~Qr}>-&wSU{)0`X4ZRNLxfJ9k!={ZZk6_)JtwR_UM=eg z%lfadr2l6@EaQ7)?tKMm=y0$^;#lG8(XN>S|uT{X*A1XXl+XP|aDoaox@<)0}HQ zD=c{>F@@2Zf?g;o1uX-bP(2-;XiV6`#5Gk_F9}l_5|$-q(u7i|ndcwlCoDwm^BU1Y zZ&wrJg{+*K$*qt#54B|(Jf}eGsmVF^=|NlEn*(w2@kt2@3C1^ZiUU^6B^hF@^gUfzfiLz5A{n|){k?@)h}3wzLI(3{()892ecI0tXW_07 z*=bO1r>?l|`QWG2OAMIt|!mb!NwLN2)Y}7aw*Y2pflE5~HW;FO*RimON34mFEE>@{a3GR{T}S%eUcJ+o z*+P5}@d-%}^j!mj_ zHP?`9mluS$58isS>dL%Fyz#l3Y`%iCtH;huuGBqCL4dO%a?J88++fNf&3aF!tHBhx40?aDC+dxXwhbRtm(@qH@|&3as5`ClOH%}WZ}35Zb`sM zeR{RLFAL|dk*NJ~-1OnMGflre?ftx8&)jHkP`@Hiy3|Dx=X$;52F6vp@?t#)JF8%k z@6oBRaI@Q2`#9&Fouyqp+b&nhU3frhj!9-t<{J-3I_2v#^2+R1#T9gAUtDtf7{a#= zr`Yv*O^wrC#qZDV8SmQFD56#-DSE8iwHM)B_o5)j@3n++*QW0qeChkFt4ZoSF1cx| zom|JQ0-@SD$I}cV^LrR3?30;Zu_n!T!~Cs+sB@R>i@klk!lh~-K7aZ1ueGwz+BPE2 zd{^S_Q^c@&>|>4JjPmZi;z%ET^E8LH1Q(`CRzkZuH62j;4gF1)3k%n#>fO#j|1anZcSf7Pjq{JEG>^ zkvvOgv}!jO_XjS!ht@+066#(Fw}+h1YnM#FDb%&McFmLcF@p{IU5cYpUb;N^Y`>=~ z@UB@z^`&4=&YKFu5cS2?4H=Vf^qJn+eLMfoUAg+Gx#N42Gn;SMbRI92KJhs9O~<)R zi{^hW{C-~lppt{>lZ`K$w3CHfP2Y_#8Fqb7%iHNqd=DL+%gu_azZWD;^Ix6CcjKmu z{Pit=3Ys_=+2Z+D#lqB~`nEV*$#qn6)|m~YN+_9GAJR{akMDJK8)tmG=EkzkXO)}+ zR(BCpTBfNFZ)t8WiqH&xh@ zH&&i{^A^>&YDZFeKLw;S-EE@S7hbz*XB>KpU<{jBI=zy88!l-uy?nck!N=f9oCK_r=8 z?K=mD_RW}&Q?IQ`(BO*`e<7*jy4HykR`JvR;XW$eWk1L6?0 zwS79rFnUW>CrhmJaO(Xrt)lw^N94ru2xrCPwmTZO+;%VYcbi@g7M;ZC;+p3a1KyLC z&Mvw1_Q>tGZWmx=OrS8S`@ zR>t=T(!mDS|C;cR%m?NC+Ejz#g^~u77>B6}ya^Lrr48nT7gCJJHZ@sfS`KogcaAiPROrt!1-si5m#(G}sFYXn~o@CnfYn~ej8*2;))o#xQC z8gA|n8#Zh(nVG%VNwnZNjxoDc(NiAXSL;3Yr!R988G6$aqHqFud%3cE zQ1l|E*Txtbs5RVWrrQl(-ck9N@b>flJegtTi?6xgH~yK9FXd~5{(38ww-ceU|Clnv zxo~>*bZZtI6*Nn)QLAozg&O@MpIl9&xb3!l(Yfho^uYW?-@0WCXYAaJkyT1mK-`HJ zf2aG$*MizZ>EngJQOV1TKTl|!uFkrQ*B;;A@yz9CSZ{fRq)Qs#Jf>zjyA?YsOvF>` zea_1crM*9~-QKgX?#P>cdLl&$Pg7iGoAyj)PD!1bIdOAeUB8?j)Z^bCzeLMocOhQH zTh(i+0_{z<`&9#MnvEDOzA6=71&ncf*3269qjy_wrt%COKz)jfv(1;lEzIxr_-&^Q zaR|1r<}Q6c`tBQzcpsNEUQR#Wf6i04Dwx&fd=t7^8=a7s>NU>D+bUh!k#YosG3Vh8 zmv7X_sLSApaq2cKS>*A!{iuN6U`)=x4v0dXIyYnaQx3P)+A)HvF)jmVIZe8L+6ev7 z^}%~(pMOH-S<@xA>hdsMiT~GmW1o6T%32(^+UVi9aa{NI)pXXlaT12cTnmkC8<%K* z(EEGxb{^~&9j~-Ov_`(Zz;S9SbJABkUt8=?$(M$+udjaTmEdStWkwl(lAiM(lP%?q zb2Bw^*O@uzyh`ef$@`KX6_K(3coy!cl-ETYrtbv1RgE-Ww1`!2_L16Xg@mE(K!lb7_;>GXgC%^6;$NJWw(h@k(XI~9?3CbzeWhkVLykH1nu>SlIe8L? z^yJI1#MGpN6WK%}d!X)565E}PU`~MLHo;bUTpE#>Dte`+$%cprNrt*P zvZz8-mL2j~XSU&V5SwqetI!2sbA7-t( z{(={L4--{!tF%gz;$Ued{Y_P#;Z6A^jftreZFT{_obW-W>*J&@en=%^+WcsqsioF6 znV0GA2wSmYlB~mtq~!AJi(1(P7tW2Ht3~BjlGzHS`FYAT6$**{pCiI|;%;8vt?Ntq znN!-8Q#-+S0Eon|0}f9O*aUulend^6b^&q~T?pl^K-tvk(F7bG*VD2EC*)@OT7zk? zb-j1xoWj%2H0lpK{iO)7Rle^9;6~J1 z^_Sdq{u^$b+AQ;r#Okc!ZBHpaDlCpo22pY`(Hhb6*3jJ1Zizyk#h*PaTCMz@KJ$PM z*(uDa-?hD6p;IHuOuKiyni#5cq3^RAi=SM7EzHPV_2PwDZ_w~=aMMz`l03z?K2Xr> zIvU+h&_u5Ya|p;5RNKz@U(u12|NV|Yj{B$8R9ctyCexw(@r*Rv{|Rj?ywcbht|_C* zjUeH?fgA5#E`pd{3!n^v zUf}!XZpVQKc@OS@=9o5L0#AZy)%483f&eqgIvlx z%zU?^nw~IJTPD`)F-Q?vz8usQyXN!-Ab($PMUwmnK z?2eZlKI5HWV~Wux+vdW?xQ${4sWtc~({dW|vSYXQ<|q;uCG^IPuA0IM(7)ke2l{tg zTbrAdmf;$2h3ku=HEg%Jnx>)e@4iXbbLRhxvH#FxSNeBmz7y=x z0EHNob%3I}7y`VB$^n#3bb{HK$6(Ho>ou}}_*6fFy*0jq^o}}$;77KjPTe$W9(OT9 z+%ea7Jek+#r=+|4qxk*#=%~xsy#zYT_O9lpemyo;2@srP(uIlx2IyDKy zYy}QpslH==nWxboNOte;`o^cJ#~W{g;WzX9oY>^^dhy;1AKseen+8T=B&4$!`DOMU z_yY~L6X*y)p9wA3?+)Ih0*~3WYVBNbWKxJ!5hCT*f4G^;Bnb8HCVtVHB!Sm%EJT(u z+cE)6yJrMr22h~O!L&Fk4BsuQGxgX-5(rFTYOrH)k$)7%!8V}hIBs6dyJo*H#PO!7 zui#h)pf4KnXqBw2>BgJ8z@DfDRxGSWln!sq_iprAO$wrr&=Iu6abZaEdRx*86lUz- zlcf>kWcFIf3I$<-0Vi|k)*X&&aL3;Abhf&G@Roiz!MS*48mN|mj7!W~3QAe^OjUb2-DFYy>5Gg_{ z29lCZP<#uI49OKNBo&)ZjiR{{TD2WXXD zd^v_J?=){fo~bo4Lq+U#lvi(%IleJRYZ2wqj(tss`D8fEAdUXkZEY=|YEe90 z7FK;nFCNjNErcMnmblov1W~>!`+KR)JW#zafecz{(G2GoPdrc{@b2T=b6V#{@>2ZO za+O~NTv^|*l7CO!LdvCWS9ZE0d$mZ_8+2^t9Wq}*0K>UaGv%9`Rc1mE3FenV6Yj~+ zrs%JF5ourGKoIXE1-9MO-xecZ$v6M6neJ*TT~E0?;&ckFOnHTjp)h4Go+Z2V?Vid7 z?^Y%punn^=V|N=W_Cqw7_z}=AT`>LpIJBO5?b0I_TFl)6ZsekjOH8rc*i_vfU zmdd)YVCTo2oxnhH^w(1I*Wh!!0b&o>uax^Ae5-Pr6r;o=4bAo(lirqW+WAR*;_L!cDg0c%2%9w zL8}bN$DRf|olPk>wdkSeBvnbzJvT^Uqrn5YdF%b!EL6rjnM)@tLXMHzf6HBC3AH3` z`F;oOIYHDx)_jWE4^vqtk~()2Hnn{EcQwhxJ&y+pxgAP_31U~{^AEf$jRuNc-@wn7 zOtJLFi*FQ8cF2$G&++U;IvPOw_tS?vTLNwN-OequVY!p!Htr-&MT}q1lavU)#NvxN zdXp)piC>e}G1a_z?JU+ttIK}Pe78DNHciJ))4H;gkD^eVz>drRl_c-pEqkeZl%(cH z;iyTEudjLbI-wR>zVk(TP>VsJP`yE&JzZPVdMvX-hB9|axJo4dubeqf{EtlqS}AvG zJB9R^yZRmC=Y=xe!?Hx8v1SydjVh5#IR(;pakT}TY`kz?cCFKM8XBz~V$Jt7I_U2u zJfqDRHL!CF&eYu{Hwf8a;s$ISn zBO)^gT)&U!<4htR&${r=?~2=nh)!lqopn%b@dAqep9$=JZxWYV@UEI3w|J(zGs;bo z9Qunm<1#qv<;N48d*c4cdi>YXPhcC8^xN=Ru13T;hx=}>lsK-1Rr`vte`8V<<13^W zH*d@0$AdiD0{q^=xiM}gfl6q!cx|DB&hp@qfBc=8vWed!V^ao zP&pu$4tKsKOss_VZSXGlZ={|p z@ei;c&7Pm`=U@1`7iyvDmqwbkDK@ldz~-o1W5>6idn{Bst9NE2$~AhL&h65g6wC*16q!?^^c{@*K08M_IT5iHJ-iHwPz3x>b2e{G~nOV@m4|8)vQdU=%D3WDt)s!!v9J{R1GXiVKq*zX1nz`X&x z^A}`R>o%KW%Dpc$h!8SvC9Pq0A81GI!3Z`^rCXbA9Lh;FetGmTyZ|J%kKWoto>#o`ZGy`$I z4uyuBmJB7Iwy|4Uc)rtd_KOPb#gV0fM(d;PhkI0bnAv=1i{@y5xFym-EY zAc46D{kb>H{8Z^bL2lnSU$LEO@=&J4{|)uvyxV+o;=HE%W$>X;&Y`DCGL!8$lM;T0 zzc?w*cdvoqSgR~;JbF|po-AIGs+qRVAJ5`ksxKjp$Mjk(Pn^NOEwdJ`${z3QOyG#V zxtHr%Kp{4$OrXtU8*fabo2L$)f4u%1fz|WZKD%oiq7WB}EA_nnHcXNU zy7Q8pLNM6^VEUFjZtN>g)Tvh<7_3`K6YP6ejntW?pTgmOqPkuYWwz*I1rIyL?pm1) z`M5ziopZ%jysd9}`AQmjVsvqAJ!hV6Z}~=*1yYDA_^MIBw`ZQjQx1FQ4I4$mKy?Ml zjzN!`Gq;=aiHgGQM7?rPNRgc|iSzirz~i%PD4kAxK&@Y|e)9RU?@;Ae1@@{|Pef3B zNwnV_+-%_b<@`5eJq-0MH(f!22=D#Jki0{U{yl@ENup5n5Bdjz67D{fU>Fb9ZD!xgCMMhdf8=l&B$ZcJvhv=_ z$9Co_d^~ZVBQ%2AZebN;3WSSZP^$>*AqHe#9Tr_rF9gl-SZF44`b$Mk$}nFDGQ^7| zXH&b0BmmWSwgwH&V_Hl`X;zzhPq=HkDTgsm+3U1VFbbY+%&p;$`(e0J2Mf*wwmrye zj3}rq{{|*ab0&)5IQYV1#RA}7*lR`iGVX$13EuDct99#G`g3NMOl0x+21SfD3RChh z0JpGiRXUN%2zNu*lVa=E-4CqDQ9l@EBDe(Ezdd=t;R#c+x5mZh5t*KWI?|C=WfccD54!4qHK51@w*Y57pw)n&x?+qu7FYnbIG4!2hX&SI#zu-~?Cjy2FJ$2wlvHX*%m{NQzV1%LlbfFeqhQb2XPy~0 z#WoI`;$o1~p?cXR^@BoIrcLijnU(LyUm;raT0C%iR;~zYiC#dvUD8|>cQK;~6_<9f zpHlkchpsK+5hj9$AY!vu`c2z_|q7HN&eeS4tA_BT!kZ_1{ zRVQ;kUYB>dRcXwVQSw6&&314a%a~8#MiCWa8?oFao-n(I)+iB6@ywrc9L1kaw&{urcRg=i#HhBK?MOX-= zpbhneyGZ)`_jR9?xOYNRL)jp;c_#T#wP-@So^jZA7(Ew?+KQ-2t&f|p+L7qJQ2(C* z|GY9hTaoZf9i$;ZVrBG&DEZo}3of1ea&A-uV#EH5H6?XVAM`Ye-Maa-G;N_cUMI39)gdJX2fbFfYKRib(Z*LknJ3hE98xJp6sU*y^{H*` z{LTwHD{USgsIcNzbm*3Q;ibEho^q#Tl~d8#)Oc7(oeiEviD|!SE6(!^>y>3O@(bk# z`8(h5-sKnmiQoB-O_$s|Axh1jS3_|tNQ|N^Lx+|8`_im^oU4Vh27SeU{e~1EPx2+v zc9U~0QY1F0kc*enHv7u|#W(6TBy&ffpr*h-AS-Kj*kfpAjoS!2mhdMP6!bBBRs&k- z#Y>i$J=Gid9|@L6ngYW=G2M6hy$d^h)9hId(5zS@w+8D;0}3Y-C>5c-BjiX(W#XR; z)VKRJD|-J{ZyXOCkHEGN+dYMoQam`gxQ7+tfl~YOll;%SS)JMeYv=4hrY5;5%C$JJ`%|^bgs@Hudf*_Tw~aETQZl>1-W!A!&7p{ zk6g?hi@{$9|4Z>u0>uX;WmJSng~0k)^y0O+r5xI@Fs0E zQs{se$eah5a33H%Q<$!SEq#=5=-}0rSa0Y-98grEEm*51tw;E+1*R~j%Z;dDPg$_I zXTCLiucwrH!Y+R9)9?~dzPIJL54;K3{%78XD`r($046t6*#Y2M<7Hw-MgwNRMG2Lt zsH!GEW|jxvy=#p5x>~yK;9h@%##UMwTBf&gPYoEAU?lRzNl9h6tY@wE*a?o?Y3LY= z;I>gF?g7ah7uBoQR0dWcqAxz_kp=bd{eGCRQGeVv{Q24uzu}9^lUFkP`xVVjPyFm_ z_<`gDl!Z%C2K^mG((S@)5k0m;DXnhe-;!Y!DO7Uf_HAkGjIyNN&VzBrsULixOa4`&W0^K@>~wQrYR40$ z`1!5eXMDu@`vkl7K4Zw1bNkJ$BSdK9e1!;d#}2242O2m?B5lBi`C zEH|iCAod$}k5_d-@crH3@+^32YC6N{Mwkj2NQ!MJHYcoQjxSUA?z!G=@C1?nkByDV zoQ!Er_{w=YX=zOcc6RlVdK+|(oxl*?CN6`9_w*fViV(DnOe(jrJm z&g{9>Bnaju1G=HIBlW=&t$7}KBe#}P{@WHwuSi6H#4fA-cpP(z zL_6=ARmveIk(5Z7n$EUA72R}6Tqh+HYulx$@BQ@?Syf1e^)@Ie87|v1`iNw*;0IQ9 z|IS#6siNKE*vM1{$lTeQXFOqMNFJLg$_N`2?=uAUz6S1NCfBcN{fsDswE&@15-mP{ z)|hFRKt?^lArI`u6F64)7Dc>vO@4SdxlmMe+cu)6!@V1o^)>S-G$(OSx$6HIO19-@ zapzp^eJ`!=OW1x4>@m^yAPkRp;G zSiKNE29md0m^Krs9!VjZhXG-CxPPll3Pq118j_#x=wO4Y)QUX`5Y%K1J$P$W=ahIn z+m2gO1}P^IUPH%QuQWYYaU?zdc>R-;olk%NQ7C6Szy5J&=WcBD zTN}t}&_p=4FUtAZUq)n160rA`niKfI3P(0U$(!U@5MD-;9umY_uy?V)(0bWXJj4p? zg`bDF%iF42WO1Xg+oUpa8Sk3Kwuf*5t%XKV>gRLw>sqoAa<_K3AOD;;J$Z4G2*EVf z6gN{%*_mlD^J5}o*U4Oh~=D(hv)=MuSW#@$VanIHtik@!KitS1=r&}mfTo3=2i zgqrg0xgn=}Yq86onO@ABd`Z;u(Dz?JC#|R9S!CJ7!avO_eaK!r^~zm9KH(+Zo1z|C zc{no&g9Af#QVi%{J5eJrB<4dhLJOW})?K{KC>IUCBO|oTY^ZAXBsWhZ*8iv0&}2ib zc!RbbR!0;A+7yV=6GUh|Os@pD{O@({SH|>gI}l^Xb)*cvliN7a!=L*SMn_~XEr=UD zhdDirDD;@hq?VRHluJ#dcfY~p(|8elrC0nH((UPpLPKboM0W2!g=P}b?gW(sdgB4_AR)%JV85A6vMd?`TM(47xboe^&ox?CK=^$(+fH0euF^N zZ#+D;5TXeX6J?cFCQ;=8cy{Go8;Mu2X(%a3&`M>l!d#3049fXf;VaQ!2{RCX00qly;x|G zrtsdU8)+4f|HJ~%D%hJO124`4jO{49MbhQKy59~lUL=Y=W!&IC=mzrFyYtz~`u0PNW4 zO9IKSz|v(Z`doyY4jfc>Wbp%Bnu8@jCX3<0sYfrBVKFvSajBD_hkNgf>D56lP4 zgDE_pTbw$>77JBMEp;2~2zH(t>x9qBo?ugiu!}FC={XLM5lGaNJ$RJ{ATeZO$7W8A z_m)d^+#>qXMLb)&kUo(x9F2@Kl>Qq^k?n-#CEL(v4{IzM1FhhV@F|p1!4oD$^U+q3v% zn_a%;Kp8*+_J?TfI=;RB^OsA7yY^ENYJJx$X1>nk*{T|c&i-?~BqUK5ANr3@ERci) z9rl1G{#T1#LGpA`rk_f~q^Uu5M$nP__-wjWy)-H zJ0-Rnz!$q)4>SuI#BI7=tu{<&ysP_g;Srx5O{lHm{-S}q=7T)K7c3*WAmxIJA7ff+ z@NSlYKdsx3!ZjVksTg7al@Aqt^(36xM@Ut+At1rGMT6xg-&?Jw6e#S=yZwpz2Z*2~ zu}lzFnWEiJWcWm@iu@dJR}W=PfG|RN*Uhcr>Ue@x>(?ivAFhglpo#suFqf`GPEX!5 zL;}4qWvC+`7p#S|v}};R!-&ufnBZZsl_WgQ!l_Od+h=wW>WVm!L3*z)+oKN13|27k zLB!nJC-8>Lta7g<37;3N0r4c~|Gcrnv?ZGb9d;C|!V5_BB!V_E@m6@YQAYI+H{GVm-&BRdZ3K^`0S2BkeYcpHSp(1o?f zxR5I(lft)H;Kw~uc4orRbR_Y=mGRV)4Mr_5A!PUyA z;CSh}9p(vX;avybyBA4(An>t_11=-Ec$l1xGO6Vt3$)Dsp-hS{%uT66whrTv{>2l- zMvJ^-gok*TS zA7E619}{f4%Vju`jB6+`P2{~n?`genW}7(wq?r}K86pfx$M`&q&yZX>4LcKgPepN%vVlhl1WF9+s_}x zML;D>#W9>D@dvcyZ~f0iMMVL^gE1yj;7iS@5KTYj09| zX^>&YrC0EsQaPDJ;JdpK5r!|PTBoPdQ87sw?PX2ENph`_kdQJCqAxzP0C7n%v7KMD z2UHI*kW4xRmhlGnW55I8ted<`5E(GmI4 zKv(3hq+lY>mPk!i7(_#VFXAWEiXiS9?PK++g)4yc2KCbZ{UTGTSqNW{LO*-$muml| zL5NCoHPL4PFNs3Z@HcVs<2Y9JqAA%LmXol{Bkl%N1~CkUk4|#)I3^+zxo}4i8;iz- zwufZ`&zEr+a*0rh-u>Z}7!nq3Lg0(E8zFu>Q$s0b?&%-QNs7IhO5zm}8Y0(BF`q=v zQ=4IR8diY@s7p=CrhoW(z?Y`$qqiX0k7YsL*ROXAPLF!`)FqKrW83cCP2G(ttiSV7 zt3bzjXbDVZHczDe94We8wP70Wv)9j&1E`aLf#8QHkt9I{8u4JeB8dfw>i29!eCg9aF7lZlbRC@3GQUOv4kGRK;#3=AlI)dd}I&? zQRM|(x2S&VNU+2tsOaA>wj^TRkc&Om&(CI%-yn)*>;i3d^$p$yLIqN#b#f#eavVFB z2^w^dqu7pq{T#!NjxsP9;M7OHr+P_*dx#Y72?_qVSs77C@KuHMxkyMEnJEUXWsUo<2z%#S&1c1@=nNJ-X$@C%@6hTc@p~%a#eqf7a?_)L_;h z)!OON4!lQ4$Fy~O_l_fDO(EsTRMZ>mATBWk6hh)sgUg*5uRx8s&&xPqUOjX6a7XTV zk7yX8X7hP=aKe{b$8&Y8(y$BZN2VWDV#0GuEpWe|Jp1_e=6^sPaWbz9#(CR-HfY8i zi+@=T5F~*PLo1uuJM>yJcC^U4oF>z>pd5w*Zr#{BpKc*EIut!QbX%DIuz38=?yu^=&VbYjQz2PY^_bt?exA)>ei7_D z9zC6tkSRe-@Tl5K9m#Jo8%vmq)F*ruV$RR?c$IrmgjeQ_v?KsA$w3knf|NTMr-^{g z#F8|@++mDj6g?qg@#)xf7YcAQl9bN5tsP@ac@7e=DFF$~JVvrw5fdCgarJ#j?YvcN zeF*oOuv}UzF$@|nR+@SY8s_=;kM@!MUzYR@sRg;}@o=Kz;(fO!M7jL1+=)+d6NNWiw#Fu;XohnyP-b<& zS4JJpGG!m$#|zdw?uDAL7A{X`Qa=!97iMYhJM4p6>{*)SNx-BSkF3=qV1GP_?!b}ET}p!;YUYIBN$TiH1Nn@4PIOrH6=%3h(qrs)b%b$!G99KB zal>hr7ef@Bo&)_J9LbxeLoz9G${l9mM14zQIgmQ-;cG2xqdgomT(xYF5l=`p@KUO^ zWotFjT_7GbDw(^E*Bq71i9*cp0;~YVE-qA({|fiLX%4 z`^Q%i^B==i7B4?P{?$8V7sNI72*-p4Ejk^RMR!~|c33s>B3hkk=+vL&LomdsS9=Ehf??Kb6d4TVldR zh5wmsoEVcbBsWGXJ78~fAu1+@4_oGUIF$P!ynKR-iYx%!Fs2>QA=O%!u?k{BY;1_( zCBGBSC?6(6Z%3iz1OL2DTecK+!TI3FpFC>2=+)6*^QPSoFzyBg=@_%4JKL-QgfoRo zFsIP>E@JV^X3O+-XjJdSfKMab>uW*3S4J%Nh0d1NP=O@Z7tLK>Bwxx04_>RxadG%W zAmOD2e`^|vCNEWG2LXm(Cc;3QB#1spd9}vJFz%d-T11Gn#&jK>Afb{BwS0A{7s4ubYtvgOqOOlfSxM{`%kO6m-NF8cU`zfBa-)1QX zHZ(yQaqxplhs+<%m%ZZKQIKMz^#;-mwr8yj#>GY@NEF%`7w|VuxV$z~iCx+;csNjM zRzel&srLk%4#p5yKA6l6BknyHvwwJfFd+roLBR_gP(U9%p#MMUz<-7u+NLQ|g6%C@ TPM&q-7pR9+4<_$7y7IpO_Zz1M literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/jacs_set/jnk1/dg_results.csv b/summaries/2026_jun_08_abfe/jacs_set/jnk1/dg_results.csv new file mode 100644 index 0000000..e114a54 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/jnk1/dg_results.csv @@ -0,0 +1,22 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +18626-1,37.64292123483935,0.07429656157718377,9.237486689618878,0.0701452292962783,-7.1734056,-35.578842,0.10217794407414801,-8.87 +18628-1_flip,36.9900284395472,0.07558871557313308,8.608480545755754,0.07157406872138185,-7.1417913,-35.52334,0.10409851696988341,-8.7 +18629-1,37.188076638473206,0.07429849526531197,9.063861727911913,0.07229547715516316,-7.1381173,-35.26233,0.1036672678128555,-8.67 +18636-1,38.427596690971704,0.07570344481964783,8.521771717929674,0.07229422212866947,-7.191966,-37.097794,0.10467791606041299,-7.51 +17124-1,42.203708862364685,0.07766306475426708,8.927572092372175,0.07408696550129817,-7.160661,-40.4368,0.1073332664378385,-9.68 +18627-1,34.02945705087269,0.07424746448827578,9.648288326838728,0.07343085429518309,-7.2249737,-31.606142,0.1044259371299017,-8.48 +18638-1,48.03255322771922,0.07985454379284485,16.84095132912404,0.07744504142594766,-7.0963697,-38.28797,0.11124065176827276,-10.09 +18659-1,39.58971181529797,0.0782409647607707,9.683177858545823,0.07559425862132262,-7.17861,-37.085144,0.10879402788390351,-9.47 +18639-1,39.05932362503094,0.07988948938418888,9.728260154714679,0.07618366557469385,-7.1815634,-36.512627,0.11039149158546244,-9.74 +18634-1,34.83599396297198,0.07771287319244549,7.7130582534039185,0.07374275092236224,-7.179543,-34.302475,0.10713208657271019,-9.99 +18630-1,33.3530759692687,0.0762807934164939,8.857540493614048,0.07235565536772252,-7.1016364,-31.59717,0.10513848157521798,-9.14 +18637-1,43.20774766325423,0.07937169235748559,13.550430928283227,0.07815256040389253,-6.782072,-36.43939,0.11138980314811317,-10.14 +18658-1,37.18194738152775,0.07809095608653248,10.528221201993416,0.07509134724005985,-7.2243776,-33.878105,0.10833701054042422,-9.7 +18632-1,36.04154400342348,0.07676059688026678,10.472489646175996,0.07223491850920333,-7.1176796,-32.686733,0.10540432953843056,-9.08 +18633-1,33.030886074850514,0.07649446033663417,10.37869620356094,0.07228799375717941,-7.013462,-29.665653,0.10524712111801875,-9.17 +18635-1,33.84681553031724,0.08025186388607598,7.617587497279444,0.07344379679586273,-7.266049,-33.49528,0.10878581224121665,-7.29 +18631-1,32.91605785272011,0.07713911794304548,8.970078524885734,0.0726976218910605,-7.087283,-31.033262,0.1059971119684243,-9.41 +18660-1,44.90546173484018,0.08355634690839454,15.239081053678122,0.07756393703232822,-7.2056417,-36.87202,0.11400801479120208,-8.7 +18625-1,36.15838159544446,0.0733398187400361,8.991473027564139,0.07064146813558334,-7.1450734,-34.311985,0.10182802184650346,-8.11 +18624-1,33.61782658208097,0.07785890194382643,10.027077809455777,0.07177614875591867,-7.2017245,-30.792473,0.10589534523353773,-8.49 +18652-1,45.981385780314824,0.08500636913686378,15.49698477051557,0.07903165193820716,-7.227288,-37.71169,0.1160693103361723,-10.68 diff --git a/summaries/2026_jun_08_abfe/jacs_set/mcl1/README.md b/summaries/2026_jun_08_abfe/jacs_set/mcl1/README.md new file mode 100644 index 0000000..c5eb072 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/mcl1/README.md @@ -0,0 +1,33 @@ +# Mcl1 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 21.36 +- RMSE: 21.54 +- R²: 0.09 +- Kendall 𝜏: 0.14 +- Spearman ρ: 0.23 + +## System Details +- Ligands: 42 +- Host Atoms: 2542 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 16.78 Hours +- Average Time Per Molecule: 0.40 Hours +- Total Nanoseconds Simulated: 7813.20 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/jacs_set/mcl1/dg_plot.png b/summaries/2026_jun_08_abfe/jacs_set/mcl1/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..72b7943c4374b6f5fc3849fbe5523788a5625f27 GIT binary patch literal 58422 zcmce;c{rBs*9Cl|BtvE)LzI$8#w1hbNFh`xQ%Xd}ij0+6G$0yGQK$@MEK`OQ3Z+yk zLn8vnunPaD?5%Uad*8{U-ly$69Vte3-tH$(dY?FMzxI@)r`Pe5ZgN{> zwr<%jxz@?s+uci9TH5u0U$Nz+=P~IGx^E8RQ&zg`AM~P7R&$X5(Hu*Cjqm!Ju}gcW z*_oTepM9-c{(W6B*6BTPMf>@|e(__m9ItoYk6(A+CCB=SWbKIZYP-&W`#zFG_diW> zDC)%*iN`--D{qZAd#zBdK6kY0*=_|nBZap^|ISRl|25$oq&7PB<4wHp%h`F~>gAg0 z#tfoMf10l8dTa}hp#I6uw2j!X^v_o~wdC2Ue=gtT&4^t3eSbZhkv8?u`i)^u|9!xA z8Ewv`SH6f8xxVy5{XNX>OE1*+wEzG3kqI6mA|h-I%kW>rXD;$(#f|uSv)$iYlGm-u zrwySzIX(Jnig(+#ZIKRrU%xU{-rApkxZ$zS&{pRT@gnE9jLOQ&c=Oh6+oUHSlRN0R zXhFSIwXVlLo9R~xBn>V6XifcEAIYinKBIMJ^5=QII3aG|N^<3c5vsU@hL-yJW%Ts) zN&z$SDQW@NUCM)lDMyYSTkXs0UhetL*46c5Z(X><%j*if%HB?w-|fXaGxw17ib@U% zp_%zJ6n^uj!1TX=-z?pR-aVjDPM#diIR1X|iPw)+85tP`z7t1d1b6WK8GO6>^$hhA zS7O;O^Ybd6;HC8QXSAlO$KftB4p;iQySqQ1^53{OrM@PF&hF?@dR0|bvs|;4FK=vX zoF4z`(ObJb^y8hJoE&3cELFzqm{vTN9GVp?Rvb8RVC|MItA4z?b(OKn=C9@th3He3 zmi!f!m4zp})y5UIw6yyB`+J^UTvO)pmA6=A!j0D>^jR2|(T;EZ zC1q8jKWu1Z)bOS9YC1o(|c8{rqXtvPrG;T#*ad2 zo2q4$q~v7oQ*zWdNd6^P!Y(K%$jmR#Kq)x>X2Y^&%P7+}tUiZ-UoXBvwuISva`P`E zXeXKyHjhvK+$WDKbp2TLVoGV>zI~LM+j?<~#Q`Mn9QjBDTtEKi4$E}~m#~-^X3D?4 z;u~I91)Qa5*xK5r7hlBZW#4zewldXBsRedogHE4lPD~$Q_P!jt(T?)nR^Wz4` z`{aumS8n84hZpAM<+=O#m=EwCJ9dm&K#2`e^$d@DYryoX!hFX@E*XyS!m#$ttUwX3JAYMU6#w7bCxlAz@T&BsUhlt=KM~?LLJUxG) z$cddt%JKpuw}i%8wx0RfDM~PY7WaN7W|(L@@~PakD^F<{s~UT(57uErzwGGX!Vb&ccXyA+woqKYe(l%BI6GV0;A_%0Jg4_XL_{su zD&jXVGSWGE^r*+S^LRPRkK6*q$xqkh+LF(p>8};VI*cjHbF>tvs1z#vS z;org~I`MU*2STMuG|Wk1{a{Fy&ya;o=>_rub$9osUb=KCxWE4hL#U=%w(-v1p3PUT zToGM({pO7p(h!%jnw(XHSntY+Gl{DlD6QM(BP8ez6hb4i&3fdhdDvO|7OgyGxcXL1 z#Ic`!qdvv)E==qu$DdNudFF-=DGj>d@C1?T7W4l1U5yTzz5CInCo0i3z5f!qNtSGf zV0y|SDV7#b`KL8^!jfL6%f4qd(smR~rLMlj(Lw$+9q(fKt=Y*YA+1{4X8Z+68+f|B zIs1ZNwea-CF^#%Qi)iH_$2HMXD@TTXh8vCFt~0cneQ$cs{$)9jXxg$=Xre-t>7Cjo zKjkEA3RK?6Ftdt?Fxav5Ceb^uX!xg9n5LAh9I`&*i#{$DAMW%kY-xABvzc9uUey_C zuV+GVB2?Jzf;Wgt{QK`?DRlUbpEcBbHha#S78zl{y7aM{nR{sXDJd1L+LO(D`$qZj zE3Uew*XfhB(Wo@|wzauXw&^${d0Tv%`6rgO$Y~N6J7hGX<@4`EH*7IC?$W?AZ8MJ$ffm ziHW6~WYqsm=iPPvagufL!7?41$Nv9*<8sWtkLRx?3qlj0MR|!ETdL!kMGtw>ny*Rc zclct7IjL(QDz;UFlRd#`=_VNM$pSuE`fRQ=vP$yHf^2|L7ud0VH+;U>O-KT-h{+eauXf7X%{_8o*4++@X|ci3}tNV=;+7VNxV_w2}cw) z3HUI!C4bPI*4x-ycUK^5@LE;@t@pR41cYyP3n>qx8L~QvwAW+H1S+nc`*5r~d%gbZ zqrvam+c&w-;)yFSeVH5y;-kHRmy#mSpT3gd9L+$UQ}2JDu=5t3{FpD#$kUfG@y@I@ zSZOme>T}5M*u0X)@>XIYiIFD3rNwY&Zu?C(-T$ne<^TLFy!3m6|9&=QUiw*?tnJ#q z4&OwUmtzX3OirndB0wJH}28tSgyb@#s=XUa{2Y5srFc;Ql7IfH}*4x8WgXv#XXwpQ6tApH0Nw^ z$^7EMGDp=lQmiC${w(b;u|2yO+V+*jaI>4_{P!=6bVdH;V;NVFvMidxah}FfZIF$` z)$7-FK=Hn3#csd~oA52|8E3tvthQTqo?co_f5mY}Y9_I!E>fn&e_2h_QZZ0<~e1>5PdUfJf|HxyZb>w)`2Uxy73pLqZNJ$_g7>eU|S#m`SpkI#-)*M0dS z^fuT0d~ED0NlD4AcD2hYd?)T0e*|KWrbbUk*kgJpb|wc`vyQiBBnG?#X=!QM)~vDW z|FgxWO5pU!rx!kp!yg{WxV)3}pPOa}P$2-?&ffl<`8|ttpP_eW7Uq1}OA;fZ)=+~q zXSok+oAt9?_qPwMR)6^LAxZV@smt%qPK_Lzo|)+@?G9`%j=6Vlv)iY#kj?w^YysvE zl$_w(a_I3gVPRnv-`~q7zQ5dD%fo5nv9zV^8!1w$uldtxYTmu$0WN!AdQuoL*G~^Xtvsy(=g;)q|?qKI&@^hEs1eiW{+H;1$f1 ztRAFB>FKlylDaapFf$}=UFJ@+W}DlEJ9ql(CX0)UX(*PK)(VN)lD#KYNG4iC@ANM| zl)^#*p4SF=FAQ1?B=7n4vADT-82I#ZeEj-O-^~{HBO*CB8k{&gIlz9$=tfv-;LOT* z@7@^{Z(F;TLTSs{w=pYrW5$)GrY|Z~dAU=%am2U9N{3(zy6XAAYgP#=U$6<9=RWr8 z=8NJ_1osZKuPc9b{OHjQ+!;aBy(`S_S+ID0Z!yWeB_ks<_UDfdl9!BQ6Ia%&o!VlY z;a+58Ufy>XSBjwcH8imE>*9?X${~MADJhvF&)IIOp5*~FdR1)g@2_$}Gu_%|e0-dv zab|Xwv~&lm163y{C%N3dqQdo#jKoe(dY|a761;Qg4rA*12!kz4`^yyBTSuT}QYPn+ zSkb+#M#`ZU^p|w5uD>*W6=x81N%F@zR8&=a`}#7*##gRfIq*7*3EgI)YnP(;&^x1V zuIokrJnQ|0vTSyQWNoFSpSK+ZRkOP4DG&I+fB(*_;LJsyih!E`funqmsgZ$m(=r^K zoa}6DYXk56GrYFt&^e8@8qqvbXuG5erDbH;4?XsN`oOBRz_FQ!nRlzk<>voQjZqhr zmk+d@5ZR-y->~fuOWL^k8s4W4&}}k;AgH#qS?_!t>?J7sf-Z>uHdc09MA@@dv!HT7YHUnm%>Cv{9802@UD-Q8YUu_$_Wj8*dt~+S);tEzFE|(q8 zV))J%6l^68>-OyjopnzhG;{)FYoOwYP~D|U!#5Mi)ZMqPRwVlF05jghm3+%E@ zZqs}F__P<;X<;*qqNnb5KqhR80-oH?bb4HF+qQ6H@%oX^PaH?4{`}#VHviV&Zb& zQWe02T=J>RgYN9#;hiT=NTNGs6B3FIWm?VS*^CSBSo2?DF}NeUCPPY6l60YSV|A=f zZ*#eeii;;y0S9Q&T4h@nOC(Aj6#bHyl@*Fyx6{gM%{_|;niduoc8a%14Uo}j4hIy< z?w5EZV#(JSD@aF~9B9`X6n^adHaFd&F;;)~?)rZdKca8@;tm=NNM|7s^^YI}ZHY#< z2f;3#c}O|M&SGBGPP2c8I-~Cs&^oB`884hHk=HhS)7l%4Z-_9bzVDVl{(708pC4+q-si_Yz2CowWf@)*UAIol`dw=)EAmxfVBqq+{amzKnwpIM zdD4-zWu>L12Cet96B8n&82ZQd|xpyxs_hyR= z_wKpmCD(lVBtRRY@x2pdl33HxW5*o6RQQ6^3NI{_!NwF5DxS%T6IRba%Rl||ZfgAF zF#OaPr@jz;{yd$;{=68^Z%yfV8UtS{cc2ii-yqL3AL#$t!nBfO$IV%=R}mL4nhzuu z6&2CG-89oES2~e-=ML?3g@2+7K2prapZs>gzN0yUZUQHTqQUb=P>1 zg@Hli=+Qe(t+NW!($d!Dp37-yXp(lE&TEl9c<|u+a<7fdEG+HVqnao8nam=S6b8=w zb>tmdgQTXRs|)Th=H8*9XdzWU zvU*mfZaQ&7s_uUV&7GW`qnhUzW=Egn&!1zLt|cY$g8EqpdJIu9@a8USu364GP#t|p zsbjx?*Qzhhoj<>VRl?s*B8g*7#_ij;qbpt^k*<}HVBDLkmQZd}^tq+wzW5Ctx4nM7Et%rc7KJd}-0IQ1#e3InN6R&9P%!Bzz1S`LuoftEbK`Y`et7#8A%>d>B`g zZ?&RR+uFIgiPra30Z+<0=UsO0+<9hxMj?zY zBCFhcX+M4bY;s$dWnf?+4M9(8aIBCjW6y;9M-($!%G~_CSQuTFx}(pv$nTy2__l;RodN$65x3_=R`g+&oOfH)>I zb0p@Q6Qvruqb+{^^VFXLzt+>!6HG%#FYdp92ly3>Jlz{Eyft9PI|ryHU}kcshDI>Q zgS+P>3RT-1p1yp^LP~_K?OL^fnf2pwy+G=0JUsLc4i4S}ZRxyLyAWkc2AaX&Wi7-E zvkVd_l&O)=oTn}N@0=d}qHkbOi~ZbwZ@=^bD=WHS?X~m&ex#b*vydt)D@!v-kT?V6 zvGDJQ@J(eOMi5rI=jmA}8Ul&ne|x`u6H^NxxcQJ&so2=qt@85PU`I_JSSnQb|KnIK zeYl=5b0Z_GTwGjsCvBw(TKKoovdAd}>}|7;aEj{LFp#}{_;%3L8mVdlV+-?V$!869 z=I@udK$BWGo~{+n#>N(mml+Hj8W?EeCI{a=*!*SV=={Efq9S>v9Xrqv(c;U&Q#Rmz zgq*&q7QnxHi?y+zb`Ac8=DCoF#EfrvSXc%&6UQv*uR>rXa)lcjS}UP;4_v(+H+|Lh^3ZO5R-_%HMO>P@3wp)L~;%S|9Qx86OC6>DU*p!gmQDz}E|A@Eu_B#LoaLi({ zH*{`4@)P--B&&egzjlCM2vzRUu1CjM5jo5D?%g{+`mkbZuepCf03d$|%Nj-7j%<^@ zU-)e8C#QaG_2|=HwtV>}pAjS|x=WRl_p|TL;aQr_LTLyEg&a}6nqk@4TJTny-N#jqPYX-=UQ( z^y*h{FAcKJ`wt&_^Q#wVDJMP_?W%ZLSEn_Y1caM`+B7}Us@`7V>qSWEi~I_;*qZI& zx_76lRc1?rK+QI$0uoCPAt9k8bUNTsN%}%a*F1mDfEK3y+;XP=!-{6w7ClZK+3eWt z9)E`qCKMff_oyzT=1vTPw`ZXJHUUDWHEbO?{>F}uisjNb2n zZhfvg9*f%KJ3PMXl7}jaj1J|7Y^s|oz8s_7)%yqMGK9XPRoqn(o1z{R3ju~MxT8Fr zRXEn`$E)67U8QFh7gS%Rs50R@re|mC8XNU8hT}Kw+X~oVUFpZYu&_X46&nD|kIb=G z0!}V2U(vob1TD^oCrVjq8X7XO@XNEY%C$Bl0Z=Fk&K<^sA9KbMex?inx99A=OJZQ5 ze($@nIC>U-Qi~oPYt=P2W+N>Z3W_bXlO!1j`o+TaXdOa9F)+6^-M~K(fDHuK3(cbr z2??6T#eo4Q=u;xHvZj5>?P8~wM1Ct|R30t{j6G29nRSMC)9Tf$ zm6Vj8e=hk%ineAt+pQg^EoM${mPR8%o+RmNgm?l+zo?RqQgFv9?MlBt^^Qyv3jtEt z3s^qAQ>RK=gk~YUX^C_7k(iTnXub_beW0sU8g)Gw(Uk!m?s-c~eF)tOV`TmH>(^^& zX+2cObN#^4y<_|K-pQYDoZj8%1C+Y3-RnCk2^6&;jq$FN)xGG)uPS~2{_+O79FLwF z8tgCfc?E@qPhV#l;sS#M=VyA6&TmGPUD*6a#PUN!FVe|_-@TFqrs@(rt1^2jbSQtJ zbd@}v_fI>>Kq6XUw$Cq#P}EqT{`vb?S6`n2-w=*q|8X`JWs7Ww{KJ*!qNABerv?0h zq)N9qHxXAqajyxfn{Ll7Q(0LK)w6$F9?bzAGVI^Ke{%Q( zCt_R6-d?oi#D{YbU24Ft=*0>=1=cKd@2$0NB^7{@s;@Fcz|Kbq_$f5#(6tO-K5E2ytRpPRFO*{P9Fe25rbFr?5K z3mh6(4Sy_V0+8ZvmCqA5*?Y>4eggm@6$k+YZrF1(0{ck|;!t|9e=ac^`m^`FLZl!l*kXo6QY*VD%Bdo zc40kTj;bxbanyUU$$Ze0$<`2k1sQy>@p}^3=9l4=vvu?h0%hrMixhN zR|Y*ayMKT^cya~p_U+qEMLsn(G2%JuL1;@qblMHOfR2TQ1$#g*?{`MZ?}{+njbdVU zzx!WI|LL?5(;NkEUf&cjAK<3l94mG3;rdojn^om^GnQyN`y~c%I$mu4`^Sn5MLO?I zg?4rHEo;NAG`NDYojT=*N#Ad1dUEfdmVK;=614&-?c!BTFcYR^cC8TlePu_5VD} zLbAt$u$0lt!DoI>hhH8Qt%lxL$un>&-^*?*gL0%)iG9JyXYUU%#5d07H65pJXM@I za)e3d_U)D4MT}~_9CSr9+XLs60zq0GICwA}H5argKVfnB`J*7566rcg!6mV*;?^xe zAlk7;;h?o(azId=!_Ej>B^X6ANN;T@=`rY;c`57Gt-BB!+KXyOYJrnew)SU0ABx)E z6Q_pWNySUs2m#t_plvx);?tg?qjY*i0Dp}0533@E2rTN%w+Tl_sT2>=AOnp&!^)LU z$9n5bO5G0O6)iWn%XQ8cxP4Y8q`}u`7wf75W^Ioh3y+WIBAFY=m_yEi3CfbQvxI+s zWo4zuW?XrPD;eP{xVhu> zo{TwEU-zG{#afbNsN4j=1w`s#B;4M)e-r3auJF!CGJdqQ{H>FOyeqP99UTg0cuI=U z7VENLkUaplG@u$UiGyY|AuY|GJ$tsw$(=7LQN;H|wY3@Z^77VncdK{$A;U(2PxuN< zk}z#G_4#zS9k@EOqBB#YaiDm>CHI622R<+Tg_vYuWIXre$qsZh=kO+&1eOCN>g(&* ze0X%s1LW=Gude-hXLsf{q!1^IX){G|TvD)ITHS8vd#hyC*HN~?7JG@j4n5osZ6hj_ z-G_&c*sW~p&HUWlVlsBuA|qGg!H1&a_5j_~-aq)LzL`5YIk^|zBdIqC&EC<`ICS55 z@=UU+n_N+}-sRh{($Ue~KTt^f=;+H@)HqMqAyn(O%Co0GJ@#P&3fM-#BK!n%^HbfX zt&?Ch>ppzoBf$=!D5l16DGL}TA||FDJm)wR{5f>UXxF5{ca8zKMm39V-1zn9o4W?f z@1h5eIKR-Au9bE4j>Y7{3sE)(HeTKcT-jG#5@DKv05^KgAMcs)v;*;uJ+Vn%UYqCdWIq${8K)9^{b|CPR^d48l4BfxC@a0s~AZLf) zxUmMBKb^X|I^h`+$h8sd>)5!tmm_kLeV}R1O@ECeHUF{qPtn5Gwl+4zj1E3(98icj zM37kHX9JNS`*0Bl3hkFWcVveUwENJzj1aYs(O+y(~J4yr~lgJtp z)ETCG1nG(*#P#bLFRL)&rVNI_qmx~wj+X}M8gv2 z=UfsBt=i0=?#8u@lFJ5fwbokMde09jfH{fNm z+{W&|-IZro16b}rvp`@2di9#xT3XHxyK9iTGn=Xd=lKCG^+;cd4h=~PUBNf2)=uQ* z6{vh2_x7`*$`M`*8zvNgT_+_a)%mryuCD#b>62y;EV+@jzi%T+24%cMbQg9Lxa$kYrc7Mv|AW1I0h!Bx?J;n z?gMQi))i;iQ5e~-RR_!}9({FlrIC@5yxS*UIL-Fwe#V{y8e&%V9tZ{+>_JK;ZS&fo>0JK>+pF$L=yPI9FMzYVY9C{^;0V5L}{4O1uD$I@Z<# ziPAP(PTz=$i6ISZ&M#t^nkWNt)c5@II&{1VPx2~|bm@_%!x9p>{U!%!P*(}>0M4(0 zFb+ICVfd1$=FKyYn~V+|;0>JpwJm=0{#AH1dYYP=Dc@ReZa)wHYbRD1xkU#R&I8R0 zlFAy`ku=b$pKx_;_=eQP(lZfm+L?D~-|vz5-PE0$bxE0iz;IEWX-ar?_tOJ=>0ah; zTBJ{)dF<`s=~+u49g-**dV}E|;P?(#oT0&D2<$kuJL?Y`7qdK}AD_w|Kek5+@G)T3g~#OycU>w5Z(Ecqy2EcInq}UDi!oHM1ZGA=?z_rv!m+RziB|w z?+YEmJ6x>a3h#+PO}9tEAqtF1y5{onzss3;YMwo#CkP4)C+7Ecwd8@|_wNt1+}Os7 z8pKhW4>c3%SiR@x&rPRWk2OSbb1(ecuztPm-1In+epU&q#Y}qtY?q62?kbTYI}$B= zXj%cR{rWB#0>WIEoa~N;lQJ>@%`>6& z!1`J2e$agD+O=zDZ8X8Cb##8|Vlz|DjP-=n|2_EV zXgZR@`-hIvEuCeF7QK`Aj=Q)xd@MT70TOd=VgbA`jsBP0#IcEr3w8ndF43v`=60{O zT#R6v5;c$CdwyXhXWH%C=h4gE8@>rn!j#6+>{?Y-RmYHad#AY@sY>Yk%NO&YZQsV# zo5opqkA4xX`C<2Wl34p-n#&lWc?_4;?(dSH)}Oz7cO#soQF6y#MU;}VjiSmc?_`|5 zys|d!!2_1GvD)Kqdu}Sx^h|8^xeS)C7Z8B(pAhEVhu_OcS{5+`&Hq_#Z*Lz}6kv13 zCvN0RWi-IyZLRQCrovpvvE-%^Ojn;!CD0EK5eci@5mx;xJGz#NWcqguA8qR^Nz#pKNW&9?cNLF-nb7MRd_mBiOe0Adt z=jOQn4mmH({VVhS$sr&p*ba`bBiEb>d|n+$-mTD^NtB10p4>&Xa+onfx(lbV3`jsW zp`&LGuC7)$H8nM^^7jR^o(5O|!pS`S!T>VSi<>^Y)1QX!?2d?yj0{2AC$h|@eRsGD zLVdfShtzxZbq7odBK}S~InA9c$Z=vA0S{zc9T)(Ny^3&L=x~Xvc@BiGQ(GDhh%BpY z*ZJ32G{WJGR?Y6|`}Z9;Lb=4hAZ3b84<{@Qnn#XK@n%F+@9=O8=ua(>Uc@7fCb5+MBU-DBx*x7pTEND;PaVm=h`@3$Bj z{mUsSv3S1sj`(I)2&npTq1DW{seXn|#T_yU8iSpEAI#h3zT-aLSDxLbd}=rX%*t&j z8wBhEr54yXL}|MIxb}DCb2L!>ZLInM6zBA}a%caZ@E(58j)$Wg%E;Z*-+uvhybfZ} z4Mo>lgj>BMbh!d>e3FMAbKya4E>ety?v;UCKl68(5B%A>iGM$&x!(>A;;sp)4YC)C z01IB!ha#5^sEBf32;xXHr*u8l<1X~DkD1E^&8G^9-<;t197TjtLrse!XE`10A)|o z@j@EEZ&NJ<(DKSl)!JmhVE68p;ut5_Px*8=B*Zps$iO$2`3&(877rQ;m*pYf!bgwJ zBbV0qTY;BZc4_ucbV<wE{Ebj!a}dM_$xX(S_=gnaRR4py$xwWkQVTFV*onZw@m&EH$YE^04~|1Q~9Un zU>%=-4}zdd;2dvBNr`D)2@5lG8(15VqA_ybi|T5e5VFl^VUnT`9t^Wg>ds+=HXVHV zfrPBa)mn1PC^5YNu4tl;r#KP=4J_QEOT6bbJ}w>A*ncd^=I=li6U{(dN5>9eYV7ad zE%AQ+<4{a8v$A%ze6hy9@3?=ElT}EihEO?&7g0GQqNC3vkttd8gkfFJoH>(*w9Bw+ zmF_KNpCgGb?+Zk7EgnR{t)6-JuHl7pgt#bVauBeR##XRBF;mb}(@}uQ^>?fN%>oU$ z78nvyv}Nq!5q$hWceOgIObD`)E%+thMCrj!a|o@$pRN^hxJo~-X3bhjZG{YYeOTH= z-?9{MefBJg=6by8-93UthJ}Kn2`|xv)FRq)5eO&y?(E)aVUbv0g^3AmUEK`Cx9l&$ zfsrY9zZ4z6+Ht`F>;z^?BI4p&r-U#F;s8=u$+Mr~S)6bjI>{dg4+8{XxB}&PeaeJ| z8O$FIh7q9`F6a;M@aS6xgMgi@>#d>8la4G)%gMH6;ym%>uTTL0nv9IRJ4(tZ;7gdAbtRGBL@s)-9PzDPLJDLzWNHR0BCq*T4@a;XrKht28D9df) zrcu}-sJUvz2FWifMK4Ng5rK<`p?nh$2SE&7#JM1N4-zlYDWtS;vD$Q+i2*^ zPLB!!6fmRpl(eZ*>2{IYyp-Y?km529mfb#l=WFR6b4GzozO-F@*z1jWETlmcP;#e$ z3Dg5M3NK42QW8>qO{qC594L{bJ!cDABuL$@e)amzE zx1y124C1SiP(cIr3=UpDX7&5(&6|=b1;c2VmE3!RTRd&T2BNq(i>jyykjH>Jz{bV3 zjERW}O_c6P$^ts^I%v?O)x@G-Mgc$Q^|ZHl{B#Xq@CrP-1C@RXds5XdqG?Vu%`zBx zdvEofy{W4JLH&m$H!ss{Zxqi|gnxvVQodla5e^`|Lv%&@`MTd^D$I4VKGJQ~xVHXx z)!to3M%;@6`%FziG8zxKu6s)g@qe7nH!DSiD#)9J0V(NU=qK%tACE*JuI^gzIauG- zwFbQd$88z|QJsaO~dQ@Fc?#F<^w=UN)!Kp!N|fHQvvxj`Ugws~Y6OZ@!#GgFS^ zAbMW`pTQ1Nnxmd_a5T*0Y9?N_`ZQ-0 z3)KUeBk~_ZWMV=!kebTQZsX+tojbhhE!;I>TqmNwuZBN~toR{O9}K z6|9kjINEZgzwu5y!ssWv%$8Z?S#KKmlK$D+E=Pop92z2YR7$eQ+;(t;X{sDTNaVJ6 zfY9I&viIi;>0aay1y+2nvd63heE;)TuM!U)MG5n*vcp)Fy0x{nagM1N>966kgs$E| zMw9SmhVcs9wq0}nam@zl^WR|?O-)*`pmFH^>RMWu@!?w)6dK@@aR2pDA-R!=VrX7M z(TOb8?n@~tTOOToL%;s}#M!_fXMgucPLH-DA93aG*ruzii~SM`R6Y6UPeT{jrD*WO zf`9)~DSB}6wsv+QFl_VyvX-Zej#e)cg)RN=-4!5sh}#yBGx3S4?`L7~Hkd*)j8_NO zj_1D&b`Vg{#GDLTD5{%*5BQ$6^uVVOuV@JwB_k68iW%?PXnr`kGeHv3T@U_=71DiD zQj!MIm-yv_(f*(*yD>U0tmYpKIRIb~4kq#9?pLo?0qwwNbmfWBV9X;gJOgey6oe1k z!OQD+elAH&G5tluo3<&)=(;?6e))~~_zP$hZBbPin3=V`z2$cs8D+(`L-#^4C8{9^ z1%qEx=*E_)q0GNVscM4o?qGa?n+T4?Lj~Qw%<~%~9zIFhw}B`*8gZjN*K7hWe+cyQ zn()u}Kq2IX@c=ogt=#Jv;ojhzeu_IEBO_w4OPkuc)?Qdip&*OFd?kXE+9p_d>{Z_wcyykmxef@{k8^w2vNEb278P^9hhAA0$#3RJ`j z^xT+z&9488II=^|4)_*}_t%uD>VIzY-z}X@B8)x}rRS zHWKYnNO*X-8L&KxTpEzOL>c2QxCwz<5@rNPp(^3uFMuV>`EmXbmD$bsUGn@ZZYW8~ zLliTKZGeWNId7Vq4J9<_QuS6*QqLZ*?uXt3dIHs2%l<$adSQOW6A^&G$?Mqri4zC? z1)-8rJ+Hj)ykoS6cuwc1l%)y6LL_GCGJvsp3bltQmjGh*T?xL2UYO=tZ%^+0+TXv- z!Qrd**)H|Kxd>G64Ddnd$S?iiFkHSAjA?l^mi~1k9wY^(ym(UU>P^rL}+jpHygT#lHQ?_vO=wR^T_L z-;bkWVzdF*i8L@MDm#2-jVL{tO+wg6xYI_me*i9= zT(9g$;~w0q6zPaN*xE0X$oD&%O(L-hcckimne~taSFTBs$|5 zplHIWLrz+MN?BP+^`;iCJ@y*K|Yy(D6j6w+{GE0URLbV z`3%ynF;+C=&Maam;Q}T%?^~BYH2!!y0v}cT`ST%_BR20Oe}(RpXRPh& zdZItr92XbIO1f@%10wXS`|qUX--AZJ6TT=Au4OnQ0Qa;4FoehvXxX{0S;0sMV9UIO<^J%>hl zds|!ZqepVY$AoYD3ZRS*TLfV`UdO5~t}2qCf=Nf>Cqi%#=V8O|Plc#a#B&ICA*%Ei z#&2M9N3a~sQ?1Yu6A_`o;0kCM6%?84w4e4SKg^K=l=G|x_dVqRHNPE!aNml#_)!~&JH`ez&jWXh_fdrtEY*P zn(Q>6kq~g=U|5!Ievb!~9o^~Er}3nX?OzvsI^*ZpheAqRaLB+62%pfQE&KBXkhAHb zK*L>?+qOXnbLil^*29(*iGI@o+*sSsEg z7D~yEQ~#I0T0c?lO3AjVR#Wqz4#tMnC*%|7HIsTQ`{jg$EFR7%XrwCu#A>&7`=7_N z?B5>qq~P#=$lD+nYe)lV==izZYXu)4AF06gLz!4XikdXb1~!H^$e#&CI|V(+z@LeT zDVc~$eHf~*-^>%#N--LAhA&|nuu}$P0r64u^OsM}gCeSds19vT+C4vSKw-|Y%q$E3 z8GED<2n=kBZl4aE(6YOF<%&D98#GE7W^g6}nHrLq?Q38XP!AL!PK}EfS+ETIoqo;y zpUEM`)^-N4OZD)TvEjr92%ZMROrWD+pXDCe^altO`NTzD%gz!|2HhzWdJh3*Z}INx zsnCCq{l@#22QR*41Pi}q!UwJSIV?#Unq+kCx=7RJ@92G~b|tf=`Rjk4{7FOB%d3uc z*J#^ZrMcc=0jKX)Fv`SaMUFDS4)v0{m!BU8_rz-0-*-aNm{2)+ubVR!ynfwe!e-JfNCW@-6f@mjH zu`R^>d=FV$_w@CN`iy{rBkP0VJyT9|BJ|*45g!i(laM?SBvjlOP-_iv#yCWa?+3p$ zH!~5r3qjllm2=#(9T}U{STq{z+t1E|qN+GEP78;MY-e{>;Jh+M4M5s6%gH^WJ=A;+ zG}n2w`{dbqs%8`%eaXN3mNGXwFL=dmtFGSIH1jwL(gIk^GxT0P6XF+;r*{dS9qiad zcy;L3TwfC)ZDXY6`6Jexndx2 z4YU-xq$EXG%alJ@A#OA&#QB5yJu=E^n2-!0g`QV@ArKa)K9Qn~#aMm?gNl*ShmOtl zc4Ocm3LZYZ!uSa0Qhh_i^9V&ktz5XU>?RCQpoTPI@|$oy9eAO(b?8O&lT#jt|L+9Z zU?3{IiM_Zl8m94P>1tb8N1Q%96hrSCio38wV?s797E8=y4!y`$fL4^Trn!SnPZTFX z>@i$Y{v;cnHYFk0q|rkOg-ojQ{=16Svm*yN{!z<8rh_ zkzzT-dCkWc3F7`KWCyT}Wxf*|UftYI2i4`omx_Z~!ZY#SR2})hlL8`63qLY>P|>gc z?_2Yx#iJ24*P{%8xQGxn++8h9pb3neRy|%(8$@QY+ff8UQR2Shf27laNoECR#FAb1 z{V1*ncW+W*?O!et!^6hE$tx@Z#s&Wo1gqQy*Jeb`SavlM`C7Zx1{= z%7VPT9P&F3c(KFxF+Pa939SJ+f;ce-ph%`T0@F&b`Xovkif|_{FRw_p0JtFre*Sz> zeB?cfkO&te{`0ye^7+M!T>=>d`O13s>yw5N-c=B`dI&EP0>Hj~KT?Cjva%ejT%`>` zAL*^jRMgfIt2#Uwf@!$a$IA!Mkd@uI6wB@gbpg%Zrh73__o?OFS z3Gvtg3w;Jc!x<%?!#8iYXnHPqiP$59^i!Q89Akb@uCx!ITgG203!gXnn$ zMEsV;J>%2>suFhPDo*gA6x_=S-}E=3y{bfrPCkJTvab$&Dz;8eL=~||&wmCkJdbVB z5ls~8hi%Vx3Faxpn{xi55jaI$4DedvMS?ggX$-T&TT*dE1oeynap5HwtCHWgW>GjkF>xM5P7tKj`(-z@7p0YzE&Gn4pECPo zltD|q=BD#YG4uY6*vflb#B$f`%V}IC49{f-ek3un9kB7ou}S>nSW)Ou%eivpmLh`q zjNqB*9UP2;KR>i9@3}8J5Q0`Z@@QBba*RCkdZ`%)n(h!^=n5@u~rt zM5Mq~^uXS2CA-OoJ2)Jp`Cyq|aUR1|SX1cXV2Cv9MrY%p?~c1jKobJNT%H&JfQVL! zZu4fUM~HF>V_;xU`mh&>xd4QI^3XU;Aq~W|2ahZE_6r|D6jd$cOuHjTE&yB6Q3!6D zob*OMseSfL_uG$MI57yX@jwGkbOcO*otc^3L`?l?rQyh<1uf|Lc2)tVKxi<`NWm|Q z?>JDBi?=bb`BeLZoh5c6PY=yI5T$TP>-H1E%!KZ*WZHUHNtp<^=}L(jm#fjfFe z*_%P+%4pvcLG)zwfy%x9$bFy3rWm$>{^#tIgKwD-aSa(d(e+(e=x9==FsTTu7Jy|+ zMEph}1B6og{+%8THi)QZ9~PTtY3h#F*G#vhY_|6aMrpmgj;nlrb;NbfD3(iEg*gPg9lR3^VW5?`8aZs ztNKz~u>seULy=OBgJlYqz;VZF2fM?Z3Cz@DWMjK@C8lm7{1p5ajZz3oi{S|yOfB32 z4+iR}76&q<&j7|#C=hoOKmGtFGSN-=;fsMqN)75lZbf+wdrR`|un*v7TD@yhmoLK;vA=ZSMBsvPg zfH;q#9}`Fab17F+$#?=peURACa8HESBvdaN&rnP01QqIHU@cbTseDANkb|;7>Gq%m z(@}`I0%K`4Fn6_~Jj38>F<5qP_YmY3W(vWV9ct|*&=l{@sgN;DVB`YZr?iNV=*4Fk zyTbiyj`$^*Sa;sf^)qizoKp!}5I~CO4zkHI;3ku0s51Y16=vV5nYZRW7rm2&9B?6x zf8h6j%@jHc-HKJD!AMvLFx!UAN;r)I97|ANU$5Wt>NCVVbZuIF2aiiw!Z;U#W2hkL z_Vx7@`2X`H#xr=`cvbzpJ+{SlFa#M!Mr7~aSBj`nJgfM?^){f@8)b zT;Ag~ddyBd&&9&LGS?}(0?%m$k`Ly=R&Lp{g)nMhTrCFvn7*KDB94iqg0#KkvNZ^A z8gsU*rx<0Wh->3)f_EJq+JJL~m~W@l0GdDet*mo3KA`->4r^SPT6fcFSkTD>UTD3$q@B{{8#yC zA@mz=6sMxZ3A3+R6Aig#C&qM~tD!OA5n$pq_q88-5MzvVl0yv&3k&;5UI9#7VOerw z)7y0dV1VCFWViTM3DFYt1x~gXO&po5uJ0E8PyT87yqtudldn$RLGw-=Vj+c9(!aHc zZ4Pf76J!*~%r4pz={=GhL>AKi8%+AQpG!*;K~@R9K(2 zfl7vXAx#{W*au+0|6nC*9vo$Y1ZV>R+rghp2}Z8KC9D7oa83CcMp~c>a`f&=o**_W z{7x4t3y~a22S;32Fxu5OMn@c7yZCT*QRbmX8Q-|ekD4EP1I4>AVD{Aet}f!|!HH@Z zVAsLy8&(KT5<-yDzBSCE9@~@MV%&*{=KG*|Gs@6BS4tEy{n~$CWwH~OZHoh6dU|Z} zuyTsrz#NdCf;7CTslrI^Z6&T&7sA7#be6Qek^_-UtodLoLh);o!;yF#P?k*{k&9Sh z_`^-yTYD|n+sfQWNT+GD-^<*xJ7_z}NH6BYo*|1DqHDv3q$B6eAbQYi6lmsLGuRSR zur_))!4?h&!q@?c5!N45d3Y!_ot>+3K+20hWpiIn1k6pFe0N{3L+X9ak90Ad1I9ln zkVf;W)<`V8Vssx&R}J}fnD2m=!{ygya23=w5stBzyjyKGs=m$7&5;J@CU_gb$k6T@ z&9ni9YucbRFnNOUkxe6a+V-O)nI8@J`tKwQ13?!IbKpK+e7c*HbMVqp(kd=hh|4p? z3=j8-XFzN68k{Ofsevj(x-2f;H;fk_cHSRBuKE|_y=mW3t)ldF5yIlFS+fRb`t%@R zlT^=^ST|lzN~&pX&39j;kFz75Qt2GgKeGPQ?(kPzkNk$cfC_9;zh`TmEYeLUuNyK# zwu?-?SYGZst`KIH(Guna{d#=nJO$du3;Po+z^3#|dTD|`-XB_`!owYtlXE;JF52`( zU1S5q12cPSjRSbMZ#uEpdnY_y#0h`~KnB6z{?O5o%vSx}wiQckNe-y$F?Z&1t6W&W zkV1~F$nLj~u&4!PL(YMSbXA|9b>5CBIi9v|k10kbi+Xf7b8Fp|v-0{JO%csMw$>nztc)b^LcTsbOR?g?1BlG9>o zEHih0^E~jnSR$9tiHgA!Y{e9{&z?EcgBrjn$jQcL+|$rHk4gBdQj8IT`E>5gy9h{3 z;D8eR(;DlCzD zYZhIPlK=Ep;_m_~w?oz@Kf)%S`PvV$fmV-u1{|a5@ikTW>_$^;?@vs5@AD&<<_%k_l)3i~zJa{C#XI(9TBHq>c`Y)g4yw}@IG9Z3x82<0hJ126ADB=XP4>AHt*ys|$hgA$DkThyn(`2>FMje=bWbI*KpMY!(;S z&$y47MooPW^irmME_S{@t7tm2a3jxK?*zj2Z!zOz_(@`xDI7>u+a^&+G0#)JH zE5NZ8m~ZoEb4-RMQ-%zk63zbiZ(1sQC#dWVn|=1DtNnX$t^marC))x|tQQk|@j2}O zb^4o^&HI96u_)7fR5qfwb0k&8%;ON0`!J;AkEJK$5Mvkz*H`&H4Oi;_Gz*aq&`^7R z{gU#@BM{dAB*wTfE=-|-kG%Iuhlevus|claVSdVn93X-t$jBM9__)*`>Me*4%`<0| zP7S{gL5q-%UV?gp3LRa7tM28GXh(4TSmt4O;A3*a6U7#=t)X2WC4Fh!+RQWyvqs4N z(8fq9BNKt*^E>ujfo8N79%K+?#PUqkQi?6gg45^63II-0kHY^S#@;*}%k}*pzENmU zB$TAIDMOJ$QHGF0nTL|0k}^a^5;9cE(4b@}MaVoBnG!0ElzAvKB{L=S_^#{G{(QdQ z-|>6j>l% zj(lojmkiY=`DOT&Z!p;-ezsNN_a-%BQ88c43)BF#s)$kNA}VGSM;}o1SuU&Sy8sX=hFh^sA-Go4OEB?d6AcqWJjl{hQCe*Jn| zLny2|@cYrfv7xhsUimWm4*VRt+4#^kL)YTt<9B{Pi>2U#=@|mUoWtc|lqa`sZD{(YrwY z2UjRPs|I!Y7}qE;@LCaVTmI&zFLD&bF% zNnAL9Q3@y#Eaa|02y9NqI8hvsxjfth{5BRcUjv>u2X0qt9%FDU5C~rfUF=)%;Nmba z^8K&~Ane0l>HpOZUIBBx0U8fdZXeDoB+or*YrrJxPo8-s%rQ12xcQo!3H;g!2A-Up z96h^M1C$~jQ^FCF`7Cq=@g{j$IwSEScuW(+&9p`wSpBrlU)YP17~hyv!`#P5P!s7n z!yb-`di|)~z#hCu)%^?&&h&7V=C%@`k4s6>1|DAOO!MXe0Yac*pmnQV<4%GQK-=7I z4xQau%$`D(N;f_|77Z#Ab~Ox~qQ-)=Yr(86!NpoW-`?NwUrxq9bthv$iG0U>g|(XB z+fm#lQsE-(WPko1SOYT)LJv>7VcrPdVnjv(EUVb@Hl79siiC|(-z?wacq8N$(kr1| zz2U+6E@kK7zGFHgjJ$ZC>VEKCOJ_NRU<;i<1Vc)^7NU(@^irf8hY{E_ml12k zm}i=mBWw#$LKmSP0@blu+YYaQ5Jnk8VvvK}c=bvF>E$RS=^)Fs=~DOS3pTOO03f5+ zH%4lqUkkH!3xIZ(t$$YV79HWHqfBE@pfF1C%*>P|vuKDhMNLhzbsv79Dmw})NPOv$ zANa-;8GRy_W-s%BUh7!cRL9d%E4FXI6Sx+q+8Z-1%7>BBLEJ+itkSa^N?h7-D=gMA z55Y*($!=n%FF(#)S<;2$Mtqu(Aq^}Y<8>fl0kP(T;~xcNv$d-kQV(fDUy zMPMF+DV|1B=m3g3RB%a}j1izUAndlW9SDjQA9C~ZivG5lfUka`q*gd`BrpD9n!Oqg zHjim}3mKoUJnB>BbimJ?YzwF}_64}4?39u5 zQ#yaH(LYM-P@O)6ESR7twIG28iNOPIRRkEATwYzYwdA*xIcM~P{Jg4y34zNhfFj16 zJg^J$#C7vp>BdVli?$@Gmy%)Dh?pPp*Kpb^p**?@Y6H`W9HhYlnM3BOeYZgf5f2tV zr|xhNd>IHg`>}Csa>ORV7LU($boEdkZ+OO-swEiMb5}PL=b4@YJRJ-1=Y{w0-bErB zte665!e1P(1~oJO#LC4L(reU0e>p;{Rt*`p%we>vJ!jqCNWs)3JV>at7vQ`_8%R!u zT5=Ah$+rrVZ-FvZ_%tIMTg4o@X;L$PJk`DGl+9AEB@FY_L{uYUa~qB~x$-2r;{4-k z?0wmSQUKZR;-8s>8{iUh#D?iK# zF5Y|2B}0X%U`uq=2_wlPy-GGU9^ zo`4DcTzd;r#*)8;p8X8rIE1=w9F8lsdB&6u`!z1tH>rdD#GSi$`5b3~MVRAl;Ns_v zs)K69BfqVLxWod8AUc<_y;_w*P3&8iS8Vu$ka_Je+RLC7WUTzOO;41Se#cc|28p}V zsHTW@egv{TnPEdhIeO-dKSB+>f0&?iR0Ph52a+DGD>2w1BUlJdgbj#sktD`J5Qt%F ztQDDnr~z;<2^<-LRKC-(Cs26;jnsEyd4ob7E*3X1?b!z8>l(V+NbiN(gHGTG$S)+e zWZs{D?nNL+m!^b!fb|Qzmh$diMLmVl6qY;?B`Xw6hY!C7N-O*lqO<+eZCAPq!KSY$ z<1B!$Qf__Vnu@Kbon2&t^dF5WRSeBvvHx$-g}>B=3@D(IBYtNLF%aS0Yp-sz#X{D{Jd^JVr$M0p$BC2$|=W z74(EWJap*3p3eYE8zN94O9^mWh-wNA7x39DijQ|&LDLE>U6?4sF_2KIYgpKd8ErdT}4)o$8&$6OTursBnAtLu= z?)>FHGs6l0dG$)!CIyRqn43WR_Y6WdxXrF_8G@*X>>nWxR+~1(y*YD~O?TKmPy$5= zn!k54gTWg-GW13d3BLXaXvI{q7R z89Vs^@bepFN38hR?ilE2qGMB>cjJE}HYq!KXmwP2!QU|?eE4q>>8vS`WdX$? zh1{KI374oBq;-jj0&p{j$1Aa$H+BiWog`NI+ci#j;j&8Fx3Tap zzV5)F0ApZMfs!%`o%7dB8!ogV*HCtl|AI4PFnMbsLhJ#ASi05;@69|f|LjS~@}W72 zuf@S^&%CAn-K9FFCd5VuqhU}ub97x2W~tbKN}k9+VXcEMi!lPCM+9}Tn~8w6ZY4N) zGRl>`>9@6w)^nwBk@QtHG~R>Ft$>OT>VrL)r~%b_4eB;{92WJrfhtsx@oA6Y)6<%R3+qWXcP~R{W@9{C=1dEJZ2cg^^Rn<-AKNV#ErQMVK5d z#-Pq_|Ho3c+yDcYg1A8hCjNV5R0zg^n5f(fJEKTQ_}hoTNWlDN56U?7jl_^)x63dy zu8)d~iwtorJ5xAg(A^74z6e`g&O&i=&2{?{7cph!x!_QE=b(HeZZe30k#JSlH>jA3 zTdHpwg1HHpCdQ1iz%>g`gyAR0MY#VmG8_2$m5=AW^vIw%yt|MYkD-|*UkwG%FWfHU zHM~4L$%)qLYrzr=cmD+@?j|Y?W2~Rd0}>k=3=OAL&k`Z%`}fx!dIA-o!Xs0*2sH#A zkbsfYtImi9jDiBJ``NJT5~c!RUVbp~!x$*!S48c3reH!PDrB38$Py|dMnHN*7uOq{ zj4vU+F?82$qa&r9)NblC4Soby=Q6B=h|q+aJJiMpzC1!|L3Ke#a)M&k*Twj;rlhwu zqJ~p}H^Wwd;qcgLgVPTn`cES_5Jor6hfz09Ha0qH9Igcx15RhpvNCny)Z!T7U^AgX zBI2k>DB|!5juro%CcPpbZa?O^2A_@$oDW97+s8+e`0L}0h<@lLNYP~KP}{B zU`lF%GwEAUeUfJjV2#)^1G9nUEG)z@6UsAB^f*N8LwQ2-zWLBo3b5+c)KpRO#bNCf z(=hCqPeu`mA47p0W>tPejsFkyQT~swpGLV$%!Xi?a09a8*FZ;6oD?Aj4DB9(vYE68 z7^xLrW=I{y92XJvqHg-)^f3*p{m*<=@Rjkzo6<}lOhAJRE8OULo}R7<{i&b%`c&b8 zYd%RyNsa$(UzzXWr_ev(I zMaw42bN|uB|B(9$w-P19PRtU~;ldziA19;ITaS9`eM5MCT~)>I>+4GlgYiH^=FJ3* z0?u~oQGIyA#LeF?g@lQ)))X#vR z+x9J|TK}{hhj-&N+-{y`WE7#gBo8r}S;R#z`E#g(i5@N2zf}I}+=V9(gL)@6Stu5T zW(IZktQ^hPy1rpdY)4{2Du6OF*-d;Tzy{2F@kIOe7H2Qh4- z{gV;;Kad=E{}=cfa7hF^#V}#WMf%47fypSl5sg1Yp`@yTAWgMz7iI@w6Y#LtA#0Py zBYZkmqK2o))-qz5Mx@N-m0ZXW5FQWbzOtj<0|A2|cTEfur zeupnJ0?%IjW=xEpmM-03sN~nfvZYzi?WT{<|l*N6<*@-*yD4UL#;_n z_&^wt$UKg;3FnO0^lzAK!jPO<3;-ZJ#E~}biH;|;~2n6>s;NO2xo1^EsimnRvXF1p|^5m|Q z+b^b6hYs=_1YJl+pTl->QT#3;=#`jkZEcfH^NreN6XDH7ek)F#>gOtRXiYc_=#I9& zx=gq%z+o|?-|FjsN^1u}{k#)1F{c(~WoPdL%!N@;Q8>H2?aYOf+~xWO6j0|COd$AS zF+ot#&`>|b+Mo5!VmO7%2mpW}_6~3p@J85xuS>{s-y$u&nu4BuA-R6wC_<99n1NpA zAo&(0BCKpQPd*^B0}vPEXgG=S8sbVD4gp|6gB&@1!DQFSrOpG7U+OuVpjCh|BR`bK zzef9yfVUHDM5c>#!yS`gCTUG`)_># zR*EHauR$sOLOa%m`|or6whE^5rl+Tg-S$6E=C7aamUhK&taM zZ`~prJct7(MO0pprjmhn3}zNVGX2iNV&t>6rR6Kcna1smm)r}GSJfNUx2O{nw>hLQ zLMotei-frfF?{hRAbIhn*&M(G&ZZ%#EUTs9YxMx4pu$Jf>JOyo(p?$%=Kn^@an3r- z4-x~W%)Co>nXe7-BX`r5BQGzClk?V5%;76(bxko+ zPwc_|W12cK2OjDXI)Yf7fZaJUupAzVI4?#p|LK)h?!R^8#=V|rTwAt}bVzn|fUyA+ zMC=mDxIeks_G`ytkhe%NLi~Luwr7AWbuOJuDaMnf-zb0Bul)=vuN!vK@{;oUGQnUwJx4J>SOXh zU>yMRy@fb^h^Mp(;v6!zfeJ>a>=r0JBjb(oV3ht3yNkufpXPk77jS*x(MWv3RjgGr zb1z0PwHHSbw!%+GW8S<>osRG0BP$+=RR|t~Pc8?^$$3T{{R&9Ll?9^uLa9=|?i&fKNQOol%nB~~!cOfK z$kf7Q9=8-F=>O%N+O=p+e=j8eHY zqZH2)+&Pu3$;u95s}9>XEL$=?{`lTKc1$dz9Qd=_X-|B+si0ED6qDcuc|AuHNLzv@ z9F73RMn4GEkeGX{*|%ODfgrb~8Sow@I2^$9fJ2s;*;HE&O)?x5BqewHuF_ULH$8rC z8vHvH{)!0r#4!-{<_5IIcvBU0EM%I+*PJ{)C>DsG3VNZP&O`i!$;8v?6Ov8u`TqxE z`@O=D$iL7FR1ilzgmj#PHz??q5GBcuUwadB>Q}B^%Yr0=dV(lWF{8T$sreavGIe~X%YL&3*O!j^?Xm9`w}5-BJBssm zzH+~2d4*?Fk%_(apr=qok=?E+UziZpNYWs)Y*?;IK&=&>T0dXtsam83qCX=xJER4V z(NkSi{^;7n_!EZ_9`N{+07O;+V4tZM+*ZjtEhv`BbFOnN1tE)geZV2mm(br}5AoOZ z&la}-pYR)}H*E4kYjFIE;0B8Jj*(Qha7lv${^ie$Zuu#m%M^lLIXG0(`xC-@nG(c~ zWUBZ_YC}`gTEy1(B#&T98&wD~hefU{b2^EsmIV$Jk~PdGwoGo@j6=E{B{%uv@B;!| zONYBjjJ+_P<&~0>QvDmp=sMJ|NC^UUl0r!lV~Qm3BR8yQfSa7?>>Q*3K4x{~s{Wpe z^y@_Cb47`EJX+gcO+qDy)1DzrW|KvMH2D=0E*Y$`3Hv>{` zk1e<7TnJ{1tj?gS9LeNhNP=Mr$`ZYmDkHQ{8wflm}vH@E}-yF{It@hhSoGF6%C%%-XRI<)E zzC++5Z5h$c5NrPRtPvWf;k0}AJDsr`t|twbS;_pM-g6iS>etp&1G!bs`~tVlQyXI z2vnoTqmOT6Mbq{9-xwtLu1~zOwv6&)sALs5cJ17`vg;xk^_!rUsk6AWK5^^rK7c<9 zPJ_VJO1^r`CUx&HqmZ&whM(b9($L%T#OtCb&r7`S_D;Be!qAuK>3pig@zYgR847&( zn;+Rrc-KJkd`05*)XERUrk71yTSrD24|&4V)i`OZ{(A3Dn=WqT4)zYdZY}3!LDY0n zQ3jjYZ{Ww6OlN!*PvqDn<-3F@oh(xd24OvPJ7G}G4jIE^vRPmGW^4N+5i4!VQ%dzj|_ zErr+o{&{d%7I*b-PmtIADpj9&e%)_p2T&@S!zKvm6QNzuh%-^da#0+sLC6FQbY?iw zMesD#(??SqwgV!;rK~cnM2IPDj;03~rkaYt1V^X3K zRBH^+U(VmO2*B!q7mvZ#9EKVn8`H4T4051IgnWRd`UKdv_!|oGU~%B5VH`wewSSLA z?brx2mT@x+Zf;BBX!_<2`DEG;u(X$(y4|8qQ*1`*9JJu82l@&EgWbano^!PANdm=0 znzK&cU61w~f@$aE%pu;jJzaEUFDRD5sp55&l`8;6vU@WXu``Ea`O%g;4XH+#dv zB?99m1pALa0F@&P70OLN-I%)KdbR}V-Jzu;ZvgQa!W>TB0xAO7B&@EaM+aN{3Gj@7 zgr-&nWh5B%ctThd^AH{Y?=ze(L6cz4zXyOR@WWzgL`Emxa&tq@wu)3#n8y1DX&9h6 zX_ZMUMxZY!y>&e~4{o?Hk=w&tLAwMS95=E0y*J{Df~F5+{JcOtuEoZlJZ5OvPIBIV z=8h8BL1D0!RYu0p9T+^c+Sa;D2sXf|fCDZM>iWbd>mJrTZwf^bG43NQg#ex_M$crP z*3U%}G4&Ycr#)TQ&_p8rlDc#^;E}p*`2KG(>qi<0+6V0U3+2mxN)4Ewjl;8hLi@0f zDNuRPcyI~|w|M~Q6!ankXvR1~O9{mx`q|u=WJsbhmaW%+Q$(7cUI2FFBHw(g$r569Vn5Zk%%Vu zLT&AT&i6U3!#=5SP9kRa_*@vKyXO`Jh;r@|!eawpw zmPhSfLdHrk@k?g72yjWkL$C-^zjJ?n9t46(Y%DR}rj0bJ^FOHsZEfuj)JzQ5y7Z$_ zX`k?cEo+GYrhz$JC%mi0Pp+1Mb7}>U4!8ISl?mqa(t03!# zLQK!~;yDNCQt+)}e2Wz&D8Py2p(avyLb8I>rHD?M1>htYZYIe26O#iFj}hte`FGQ) zc1z#?euDn0{X&m+vXu~R#F`+M&W$x~TZN+1_rTuVl5+sVlE+dreD!EMWqs8)6=?EB zrE6HQ-#{0ko@$TigQ<2ca(4v+WPm!w$0yO*vUCtrF%pEkW71jsvET@m{ z##vCif#wOA4jIFSnGTX#5kdjk*#%ir_y^qVl_<59ptp%gO1c3by*E(nL&EFKyH9yR zyvN@Yr<_aTBc9oI@ETzASK_K~%EVQBgCRiD`U6QHVoAJ~f)q;Ha)9j1VOBuOW)!gR z(cu$v6dLgZk9KPJB20F_y_3gr&NLoW`oBSexeoC;#Vw`B71F7 zZIf+1WMUq|g_zraMn~V{!;=Y1v^GakLZIEehMpMD9a$W6JcoOO@S=IL1-HKEKn(j0 z6D*g&N8bx4s^S?EEc3ke7Pq7S8Q3eG-vQM$( zmYA6kO##5atuQV@K4gN{kvMkL<5U1jTS&D6AYIYmzjhZRg_7F4`r-e%^fES5S#JX= z6ieshqcC&Ob<0)YpD*Vt$Z}^;5)2 zz}F4Yj`5eX&bGtK4e%G_H#CWA(@L+$1J73{?X%wv5`9Jr#r9yRK1JLlZi0{7HI`iRPBJ4@GIyS<2+*)t`@Hg(GF z(k0pffYu())rNZ>-cM`X_~T=Wcc_mVnA zq;0Wl<>>#MQb?WpS@zf;DUqzXB=ReC!TkCv!z$wQyDTXHV;t68SaM5t{oeC&Yk9Gu zkz1JSLLr8&NVqkL+|6#Xk_i4Uq~fHTJ~TMZHv?#Y`7mIum_n30tY z!CHdyggETdW!iB6DA3Lq{LS2kdee`Mdo(Gf~~vSm*k?e6bU^k#$^#TG6vnADIBvOAZs1#SH6 zJctrU5uWJRig|WInv6DbDaMz`MlKX@3t;d?z^0#To?tdudGB66AiKm;4Uq%JN}eD% z%u#nPEMVQcdd(WLJ(RRpSFc|EybW;(b}Z3vvry4T;z=d`Yi=i7!r!7cNRE~-O)e`w|A^a1KqT_8f|($uEn-0Y10 z3MqAw+3(8H&9pioRz#Kg<--lMIitnwEpe>chvNcRXEI4R#>pg$<-plsUuMnm-gBb9 z+NjBmN+dKBa z+FHN%$Pv91wiKNdqa)Uta`Gv3TbQ(~nd$ZEq?s?TKhB`Y&rB!n<#}hp3aN(^GkbOj zoM6bv$oq79bmoOL0+UXH9(DC!t>5|xrGYROFr$c0Da(f zlDdVx!O!^xBpiB{{}V7g`+mi(UM@{UB8oZkju(RM=|1j={1u_nBRA+$HfL{AV4$e` z=FWa1l+Vfwi_7i&BR!I3}o02k%iws z-cgvmBR>!Q@YMt63$f6AJ#z(hmY)8(^a4wYVoku`ewi(>bYL#0sPzF0B{YZ8zdT18 zaU5(m!C6i-oyBGxYa}4K24m-rpkl}&emtdE&;R?H%EQYl;D;(R`0~$>^D-k}cC=I< z%7(-a9w8H_$13)%>juzfchp{e#Yd-D6JtP|48WmxA8zov4t*&(h> zh#zZRyo(||W_ryegHvFkCYC=O0C+B8*Fa8DPbA%X%RbHsfdsRuRZaJrjdTsy>2cG( zrNL(JE=Wd&FbO3;H&NEx`1AdmGs(aIAia&?Pv|O~aX(l}Z`0M=D35WfogUD$){&sS zR0S`^sj~sWXWjfVw_8dyL>=`{1q3ZAyqwgPHyU&=(u?m@MH+n=tdo2H_qwjv+w5PO zk7MsR(D<$M1+t#WrQh%5>KyyNYVX~<*I@Y)iY`Of^MdPA*}|8H=FT+nt-gLN;rczc z2s(;V{9x~MVJFYf#ocmsGo#ssHHC9CXCC(^CMG8HuAt~oW>fuZuT6d560>JfCAm$W z<>@?8fE$w_>6~oBI7b0mynvb_dQXcBEaj$qErNy?+=*O7E@|W`Y0?IF_ofxr0;4*Z z{SCx(!R(|BJg1JxZl(?$AEWxi-U}x#y6S^Z^7TOntL(|otMv8tyTe@v#A{~Cw=QjR zD3c9{erWgNQ_nHFS7+K*M6ABH21jWYR|@ZI3iv)0?oFu$lRdf@`kP-kCZ)dU5q2B; zv`I}h$+&LQik?#5?LXDJ6wb}`NsgbLlOgl_3ffGJ+ zs332uXx(gtQ?v6vsP7WOm&?e?nq)WH->`f6TLoWqVak4L=L1aNRUN{?mCy)Q8fMqr z&4*}#bKYB5IGYLKND_|Df($9@moH_zj6B}!$LV`YZC71K_5B2LRAC_@RXjunaM^uo z&ERRoT>g`l_Cyv9y*iG}RSVKD2*&}MlCIRe0Uh)$=le73tnqSTF){fW4eHhMe-C7& zxwP_fZi)Sn!`CdApN_ykT98!P%Y+q|me!&ms(~)~);f7pn5gLB0o!WB$a=YNWrRR? zTGDdbZ{48vO4k_C!s^GzyJ((*$%mYqDx9kVr=VwKln6$>+fO7FU{2V1cn;WLB>#2% zY6Y)nM?8b0)m@)!Rn0M;B$rR&$JtfQk(pPMpFY(Bx|9VaLMr|}I{sQCr+eh$?#P{| zpAfS*)#8#8n^rZ?>!&_Y{h7zkBZ`~Gq?&mt|WVgLkcFcHYqRa!2Vjkv!b~l}`IyiFf z5OwUc23>u>_;B<4B74^>V>|ZIKIX;6mVP20z*LkCjn7?6&1v_W+`ZXzt2r&;xmL}Z zyX^FIdYn&74sA)M;mQo2hsne8{G?&7T)pw}1WvK}_xVSe;VH{5CQDVd-jz>mN^fT9 z`74tL-Et`s+G#$dJ0)7WWBrZ4bMw&E^Uz*bgx6VW{d)sP6?_=WkN$fE`mVCFMC|#B z1XUT8VnM<#^(eT*IqI=Xk5CDd<4&H*nL&>;xw4+W5TCcG%J+X$Y+1WAwk&%sABhhU z8q12dE)`*U2oq48$$JkUU;L-f#A#@ocM+fe2lI}nYRts=ugMMQNZ9tg zHE)|q?URK#sy(mBMLjj4I!rQ{QAxq{ka|8`#(ElaGcZnxPI8B8C64+?v+JN0fSkz= zF^>dzDjpJDr7)hZ>p42RXHdCx<1&+)5~Hpl+9kaEYUp0qJ$UnWy;&kwjfk2S7w)2_ ztu6T{_rv!JJUx+IW|y?VoFQzvY+cqM_?ydALS?=(;VRr6u_RBb?#_>s!PYxh({U?A zx6+CqBcIuBO^-wbvmWw6g|c@|^<~rm5Z_{)vvrlXZQ!`QqWSzCZRozk%M-fl?46AY z3_kpgag@*b;5>)Nr$Ow$7%CRg%rgOOC<)u&qiZ=mzkHKaP!ITUC)iFt>UEg;<~rQa zqfC1RI6^Z|dK;YC6;bJ@_D*G=)!8xSTdVIUNAGkGp%k_*+@kEdn-_z+k1ph0xkAs# z!LY$AjN$qDOWa8 zG3YO%ZmF05^wm&T*TuS14E`8&N+AMQL7pB24N`Iu{nLcA%;h*z>mLQ>$#RdKynXV= z%G$-{rl{doOYf2x_`(yE=ZuW{n)SI;6#UpC(L9!X|4qB_w{|qgZ*(_8qc9!xjjoN z0*2wEY6InaJq)H()|@QbN>bO3=8H;o#tsLcF8e0pDLCejYlW0 zvwP04MSQ^l|5caJ>?T#xFD~I~8@X}W;OZYe)cW)VlFI5jr%xwCo|FcQASTy3>NFmF zqkv^RBZ7tFhepcq9JLis4gBe`WukAcOT2PiQG!|^XvuJc&c_&uDWFVNdTj96f)Dx4C(wAh_gq_WD`AGaT)8`!}S1_nC?^B;O?N3bS?_hRei9=m4h z&0`edhMmEpvQAb<5S^Z8rbQb&*gG-WdOWMxGw8)kv2BXyo5W*N!(nI~Ny0SJiG5y^ zWUUjvEcU*ogY)9}TtsiVe*WxNn(Jo9MGhxIGapb(W{lY+6$Lx)o7eVC(1>|a)Uj81|zZ(&!b;mY2z$6N`~Q5WuHU7=WB zExS^4>j*gp_b-3i)3AzLh4MfjSV<+s;h+%;WwLj5K621QUyfsENnKc4E}d7b zf3`ej6DQZir49Yd5y|qHfA0FcnjwH8ym>Lj`j&O(@!a%2lnxkp2++ti0WJX*;2OL> z{uC(?Z9{i)*gl)eB2SdqYZq^6S%Ezd{&8ip!1w9CGO6+W!J6)M?&EuqUzYqlMpwvjVF_e2y zRn-@E_i2#+<7rlq<)a;Et&pgI#b1mvl#;U7YFX`#IsW8{M2>6J`=!Zw4@d6r`7~K_ zYQmjG^yi(x;DCrFE&^fpEfi&gOME7$jZt>=tGUaMyZeUQZ-`Ac{zNZP6RG5l1hZpd z?^CLWZa%7;6*uu7EG?~i)EJie=2!akjLSsTmf}@+l0VwVzb7HqcW{LM4qt zBL*t0-b!^btY|TMy1WKKVZpAaND!f6PKO3h@04SbrQ`N&>K75JE0=d4sGIsM8mA<( zZngHQx*l@3OpnCtFMJo9XU-(@(e>P8`t_9y`@_&k?Mp(qa_I;%tcDxZNPokQLwSr^ zWqqq61gs8NtE=j`{}#uEXn2_aeoXhf?m5?`A8K=FPfV#5OKx(C zGn4%MX-hRj$Y}doD=J>8JT@m(-lM<|>whwLQ7ms$(Wc=&W$oqgNoO8(%k`HeUTJO8 zT)5%~9aVssj}@o!0B;WEF_cp%shW6|%s6>Ra!bE?;VGL{6A|vs3=_M+JVcd$U9d$N zNT&g^Tn%PoR)=NNKMD--XP#BmHiu@^mvZe|;EdiK zw`-l-ur`R116-yTBVnf?lHIU2*@S^vd>5nTpkU+S-sLqD%H;NYUcVC_a5SN*b-;H| z((7e=cq#6O5i{3!|M|R~+z(g*TfkPN?QA?6T#WK1WTq6gm7~nM>S(D>4By;f&0z%b z2vO?-pxO`32WhBjMIWGgxrQ*&L%>(6J5Mq86_?T($;d4pdv&{ZZpU6v#&WIqOVw)4 z-IRnBG6$$=w_A@{ik>>w4XBIel6|2hZe#u- z8AhYFjXB!nkTb2j6cJ+TqKcN{aak6sbuAT@>t&7_r<(o<(_dg;Mi;7`L+6#0bxyo^ zRr$BH?wD_PJYf>;kNIY^Br`GMPz*ut~I0M|< zw?5Z&&)?&2KdSQO(}?Vu=Ox`*?>$dg-0oW&uzoppOI3kyGWdvH1@ylHYYW=~qx1JT*i+%oDi{aVg6ygW$^RCwZ2iy|87(tf zKhe+PjpVsOMaTF#QgZ@%)TW-Tks+6@ee28aI?XdLe_tQS`MwOjMt4?&oi4%TbabLH z)^W(peIf>v3<+rdL@+e)Rnof}2Qvr^m7m|@6nMTtgCGB_AoUf--pC_o;#i{}>yQ6$ zbc#jRWmwD9G<@RC<*KKoB~j|&otgbJQ}6!qAb8KMZTTK;q-0E=);N!D9rpN9nsO7$ zv=37-WhXn?^~C7e@oS)W;sOFzgZU!V3(c`P)!V7Y4rS1|5CS9`U)1worF#k#+ zUkG!Wbw(kNAE#|E+pSB^xT#BbjOUGE3+Q+;S$)sU7L{KtU}%}T7RNdhmysI78jM#H z7;4d?pNwsHqCfDu9w?KWN*2xQ+lF$tJneVMc762q;bLRuXKw+x;rmZCdV-LAv$Hy*q_wqkilV+Ek? z<@E)ouKkj-SZv_u?@umVbw=DAgFD2jNr*pib;(AcC8;!`hUw6;`QEF4dB+|^MYZSW?=t*4R_9+Z zpj?Z7aRs;)bi#6T(mc0i>h|qjxLejyi%gS3Xq5+NAPI@%7#IHe4`iUgSHE?s`kdmoFAd3P&jq34ynYO5{9zIV zG#XB#ij~{fVv23|l)Lw72DyqmfEdJVY<#A?|T(5jFghz zH5f=YsfD*m2 z*4sB_Yb`gfzu^>3w_d@^a{XuY*oFqHt=sQ}J~}_0(O^`#2kH0eRo#4>mzzBbO=r)m zm$yice(00DCf9OVjwAa+d0*zW(48+&`6SYNepGO>TYnR8ktcgS+{`rDux>g&as4gL z{iIuLcDi-yNA+60{6TJi*X{c{>@;N!1*@8JG_w*Tc76;3PQs_maO@4zzov*^ri)=N zr|p&{YNS1VdgJWHx}4`x>81^I)T}ovix*uUqh%T*n*Kr>wA%NkC+|JFQNF~F*4Q?;nyj=!emQlA@__&|)%^ygE3H;n@7X0Gux18?Tzc0wb z*cOyOGXqzodRpYbPefEOpWI=m zO6uUfTf(cP+6NhOhrT>fShlHh7TCelB=M^OHE-+Fjx>oU=OMLP zJzO73%7=9exzl^4DT$3+(jbpOR+V+ncCe@F?iuZ-{Q63 z?S)Z$ypMHE$gs&?`yw1!`OT~23bGllo+nq@QFmMY>mEM|I&vd3?d^20$c29L3hUx7 zIgDnQhURB!B`x;TH_}e{+9k*`5FRhi(0_ObnobP1( z+f{i^a(=h(=~y$>{Y=C|(a@6e6vC7HmR4$*y%1Eijvxg z2h)qtGu?5rN8%4x|K`TEKnnJ_xPryY2d994hF{3&0as?lmBHfkPDVDgz~0KFD8Wik zx>R{pzgo?JWF~#uf8W5-lzVyoJcaUQw(OX`9^;vfyXODbYCdk}4S)OVurtegzgbLO zT@g*=KYY&PbM8k|;xM~w@z|s+$KU$10h8rA1pc3Rm~&VvdMkNK7p4vdC*+T#@|5rAjxlf~}O*mf$jaeSI=`ru^n3#i|CU zgQrv9FznOo_!z6zJ}}ubIVbqKZ8aL6gT4&2L>7!`XTPw@#}LSBJtn2{Z!K%sV+%ORk#{zZR#E zeLm|lpK5jvM|zRnf5_y?N&nS>rzf1Au8wrCWTBXO__)W#<{zy#JNpaa-E?m>cqQ`? z2evVuU#4%x-6$)5Vv4*UA2%xvG4MQl$|Ah;-o7uTXnBSMy^e;&Zd_*d`PGkzK`x5b z*vnFR_pXJOs*}$epIo^*(DN9ln{~IrPiHyj>b_MWx`){-C8Sc+vG&cZD(zm`>(3N5 zs_3JloI&dFXin|PqIas+RgJ1RGwU;C%Kju?Y3G*zkn<>X+Y5gKxowKeP2FR!hgGP| z3RNRJE8&n!?+3bI;KpR<0O%(|~9LaSfcE z1$S#I(t52!{c;ypBLQd4td&3LK|(>6CJO6L~j-Pv(&f8A(rG*B8)Bit9=353_j@5wC}9Ywb9} zNO^5yy3cTL!eJ>b5GX!p`Q5P+oF-8TY-lP7uxFY1-svuX zcQiyPKz^T(b$fY@+b+xI>rH&UlWvJ@?|WrvWYSuO8D`le{Rpp(!g_B_qy+HJ1(hcG(DCtH>VWLm3>s6n8%SigJ)Sx){NO! z0mOy;@m;U(H;r@8G~86!w~EPg|6csmakMaw{fEzmmdl%VBk?~CtMn_rv#zNAjN2cC zkV#3|T72d&pPE)zk~bzVIaW9S5|EbG4@^wa* zk&-a*vXodn4-8v0_>UXcy*+-A{Fd1GXvP2QZD+5+^L(ckkWj=!Mgi~PRRK7eUx%{{ z@}5pPVCp(qaW2jf$&{0v%|RLCgol&QpX+__#no*s)V(E>|F;SriLWwe6zCOu+`;5_ z_8I%WEVu>Nil`SX>84JiNY1XmmM{0BfWfl~C%qO*69KFD9?Oz+O9WYZ>l^2F3dz52 z%eW=Rr8H~DE%8$eLIt&&LB>W!qtztn`|+r1v0VKW>0oo?(ulQBME}=YR)noNR`M5V zYAyY;x#k}dYlTIgXq>uzK>zgf%-mqj^PSgZC1yIiNicQv94+Q~z+IX89YA?#bFKB- zSssL95k-kNI`bWv=j18J>h6FcwXmvOeT5Hp?RS6zPc?P^H<*RBEC*KeWYS45@UfGn zXx#U}4|3l~spqk8!j)XNu6tLXD$&@D^(z)`>lt>IU6E;@G;%qk{{6dZm&r@%crP#} z6~GlM(K4W}PM#-?YP#rozuQmNjO;R37_#zrvrn15AT~C(iYh;ZYiBS|0V*ddsD!zn zJJ90ExXOm>%dh<`B@DB378P9fcotuZ!D+igp|MZ!A zx)+=Lw`*mYe14x6Wd<6bZXvX+pKZPJ_sMrh?4XA7Y+X_tUp2e*g+3P&!Ocf&g$0FK zy29G+v-jQ0_#?5&=~RmRvd#0X+=}X_%cz}_jGR}uKq`b5FE&*!Vy$=MUxAe3CWjM= zmAWeq*dD2iuR6)tw9N)RbLgY|3Y`YL-S_6t6*nKfh#MHXK638N&-ljvMbUbc=OQo5 zueYJ8`Xk~uV)dF$cJ{Eg))gZDQ4~4!M8lP-iS!1fN8rAovSwruPO?IatlK;5Djzi} zas=s(Piad??Ac+sxh03l^@u~VOsq8v!1iFbC~T>q8dXTqr{>A-|95Ny_&<*8yT5oW|EZHdzXzUJr@MSBiFMxgKb@RA7bYX4Qc^;1< z93XkGu6tyGpIE_o6n}SOQflI}0m!O?`NLcXa^)IaLe9WQ&Wl5ecRt~2c_hE|K7GBU zyBvT}T+_hY)E@>(Ti4XmQMJm`kA?sI`7;7NReWNi8ZJN$%!fhyB<>n~sSE9l`Yl_h zzOQ_$L_<*K<{W~-?565xm?3o&ZGmjdWw`6u=s#Wpv_f;>m3T@6!EN_*`PnrFkdj38 zT-@BuT1!LwjALu5qb6^?yD$?3d^YKQy6U}+-MF;|_cltds}2bcRttb6Y{0<`q`@8j zpuh!EEIQ_=XgUdWbxKO?Bh!Az!x{(zbys-hAUoPpp!k-zZRJ1r{okK6e zwRSLqEH&*8d)U34Yg580MO~Dt%JD}FH2dZ&EKr`0FUVO7{hI%k>$e_T6P0b-5DR#7 zs^%wbSR7LwWWv-`RVx^l?~cGKw{CJsWyczyV2-%Q_T}aH)S1AbAXOqHn@$wbnFpal zck-XQ7y4mNHDDw{4VUj%2=YE+`HbC;zME13x8*31ol`CtBphkBTS|JWk%4xk7H`%9Zhu9}zQTxKbvDxW>H%7j6K` z;g%FRnb71_!&?fV?{m}M%x;7Jd^c*oUf#cBRKGkn8GdE_ZZDbS*`=mt7ad*SqKGoFp@Zp5Kffwp_ z*+&pl0!rSQc?nE0bq#BXyW9bHMQ!puCrzp#5JJ@xYuf;ANu}IC^SrQM_6M+@nOTkF zY9ds;2edr&y(QeS5G2Ney#w26h@qswW2@@1P|n`Lfv|c@L~|4ntdclx4*mHfiRm&9 zF0LeabM-XkWdoLe0y#<;Sg%RM9foBJ%@w)5-1)nB=6gxcd?Xgj(RxJ$v1OL!Pj&k} zYD3qetM>$VnK||0Nxef(`!LI#&1s_$7msx>#F4ZW)^CtfF8ouvi%_LR`iM`|1zuKd z|9&laV@g1Y-*lnDHuI!CkEM4Q*?(;R&`gBn7e?%0}PCQwba{Nkj5ZXY%lY5Rq$4Dg3t&T&kA0yq%Cf?4h z*@oO7XEr4wnxr)<+sXb2wMSQ}tx{X<&Z!Mzwql6PYu`nmFpeIi0*Q?fs#bFT>ti;q=*EuNj>SaYy* z5A}43qQvyc4^%z?=iAQF@|T{qbk2985$7J{$CeM~-Uor5QO9}x^xSMum5^LC0FV3o ze6E`j`S@hEzjnyQka;3RLd78Oa2n1`_beUN=F7@b)yGTAjjcCo#(ckICHap9{XeCB zd0fr;`}W6}!H~)rBPB^$vLv){s8E)ZloYL}(B4teq8zDgl_8B28dOJx_7a`cX|vX- zv}oUvoH|X?ChgDlF7uuFJ>T#1dcLpc@du+h&iS0r=l#C#>wVwXb=|qO?khgzgK4f2 z;3qfve8qCGf@%N;Q9C{JP@O5P@{;} zoMi8QQ9@v8Zk|hesMD7DS;at1)Id$h{}55^B*>ZYH2h@Q@)a-k&ZDDIiZs! z>@KG*33|3KV{fk7D7g%)!*|GPS;DYHTj4jZiW&3WW-(9`Cyw;u?+af|G7<`E4*15OZC#Ge4X*B6HN!1{kNFIK~ASrGp+$kJP7>9A>wHkNDtM894EcWRy#vg zrUkdk&@IpmCsaJez}OR3ADO14}}2s8`{gZr@cR|A-qiLycYIP;uZJLf28UNWQg@1So6H7WFCoAu^)`CpIGQ(IIc}D{&vyTSn1BH zFaR}F*Y-L~%y^`mg|?rxroS8sR9bc)E2QLg_758^M-maeal}jq{n2uq<+pX#0eO4_ z4RU#{ij~VsKegI$$k%I8`0nO|`O<$iWO_52uAp5y{R->n>eL^}`&40%UF)vXa$KwS z-lP8DYlfD6`Sz4DJscGDET@^wN)5`%-L}DHgmZr-Vsi46PeJ94Nc)!gc5@HsP0*V=s|&A32j>^-A>{2 z!t_p)JTL$sI_Y$2&3B?^tiuC%FtL6{zw&q7TEFD4!sDrja0@^jBSW@cVT62=RHFCr_Le zFW#x1%W0is0FA>u+ZO^f!;HLF>frxW{DTbnHq4sZx?40-;_4xxC23yya~Ktg zCljBLeYT{Id z|FgL-_}a~Ff22rl5FIP5PVX!Q0a1l zJ(t-!3mxBqByw3)^5b?Tk-kC3Ez=}Yx{X=;7je(=TT=!NYD#?bb~mwE2YhYBS0PiO z67ZmEb7^$T7csOg75;j`??j-s_#aJpYRM1MG$A4z*_iaL;l4FMcmq-rHMU&2u1-_t zAbRllk<6KCcJy1tmaCfkAgn_#9L^8FN5^g#(B}6pqyV%P{=zc^w4v2 z^9ei<(iYYuU*!r`+F5XGVl(0|u3zgAC9%JS)+R}Sq^vG>b-Mhdq0_W>#j*Hqdr*YHF2p|`wBPuB}Ukd|a_(s=K z(8QDl?q*C-{iv8%hWi$ka=AIpKAOEbgWJe*9LCwUzbD$16bNvl?lo7UG!?KMw_!EC z?faXUqIRw)_FoN3`@|^)o-739bE1ti$cEgQ{r6J+uC4?NR&mp*C@|_=>-H6wGbuZ- z-`}q+B8x=9*5!ox6A(fHQcf(|5{c|=w^QeEBJ>ldS>JjG+cqgvcMi{qeBLmi&g-vq z!i}V&A5NxG(7-{`&ulWbrCmG4F-HWDlBN}fU9B<5&Abz6Mrh|$h4q(PJkBqs{Xl=- zj_QbfV0vszoI>pz$K806A$dfxm7PXbs6aHqsbP7K3Y(lNlGg~aB!TUAVEN)R3gYT4 z>TP9}(Ws#I`J)HnC%=sxG}0sXP}KJUqLMqa&IM#Y=_|>0qCXyq>Rcy%k@0K` z>L362vf_#1qx@qVbq15OvKnkNw}x$;IS_JT*SE~S`)W8_v|`k_W7wLbAVNKmKjIVo zUzG%}!eYTB-Vq|DYgeznbIsMU{ml36QwqEuUGUqSt$ygnQcGTaqiS!HFiX(odpdr0 zJ+zKadYUWpr&EfdxO7AFllPLcdbA)L&CcsVnMlCiBVYEd(ANQeW>RGuq<)}#J{H{5 z`FLg;wfNXXIpNMDn-AZsJut)uGZ%BcBJX`T)*_+-lykH~eS<_OJEJ-EVVR`1hmtwO ze*dWMbv<;5Ngx|fboEUc{i%Ygf28IN_gTONe;N)$<^dK}=1UPDR=2h|S6ZCu5!Y5H^_YKZPmDHvPkJER z^lrwsKSER@WR`vEB3OW;k-9FQ-)_tP`u-C8E<}+9d}YK5*2kN+sTeb)gmFm_I#%Pz zzQ%vQh43{AvY^hc&TFke&#mvty==_t;A>$?Ni`^pQE_oAI~y|%;ks^MZy)<9t5+u*sv3tkcWr_^{GWRSV8Aj|k_W?{ z)`x({#wmo0dR$!13BlJ(xqHZMJLG{?KE=Q17>Js$CWK-54w_y8<~d#&;JzQUti4MQ z?nB`=9_kQonv{xDs8i0MO+Us)Vy0CAu42#H?7L8k#Y3oOf`0^Eyp^EF{X!eGX9o`m zN1G+mVr~{jy!fb7sBbUkC;eQZ0`DmBIf!~5J%86?4_cV}*fyf(GlwtZ^}^QuC|YZT zd`Hb*g1Q)lq?oV0EVmBsFnggn1())FlmUsnj?DJJh>Q)~uKz&Itb!*IXsx>NdePEJ zQ~P!Klsa|tIkMmyMx9x8abalhQ2wT5pNT(265$jc1Ey~s{3iao1~=4I`arH9uCxJ( zkJlD?Nhh-r#yZJF21{s!nESG~a~S4!5RP6eZ#Tg8KRL%PI}kT^ytqS(pY``2z#u=T zO}&(8k*j7kya)yEBbJt2xI5!hiwqWD2?{bqjhYK1XHrE1(Ox=U1W*DTswF4F+w_lb zTu911*4FnR>$Hp8OZ1&mYOCoED1)vjg!~NmP;`5$2uQ=I{TRUcxDxia`i_5-E1&ay zt;oxKKhIB*X2CC8ZTgEE&{4?~MOvtL&SmKE$3MEkF#bNOSNidb) z+~iuE#S2Z>fa2xJ1@nR#ry% zw6GLagn2|pqZ6ldp>V$3_;pD7dYAtwb+9Bu_CL3MK6r8Rz5AO9|X|1%!d4f%RnuxZycaBr;=!rd!8C8iX ztl|uGEWFnplE4mBN`uu3a}aWj%a2Ob>VLDs)E90Qi@p;s9UT$R^6~|nq-bt2(yuVR zZGZpz$Muev#gz(vvw~T!-@`v2C?9z-!xDt;JZMswt9>BX5u*E*w=1I7a2Z~e=NgnCpucQAJ;QDt;#b)7$m1|dGF2j7eHn#3Y~cKT+ih+ZPGRBsl6@{p;x_$1I@fFk@|9Z10<0Vl^q(0T(7~N zA-U8!?J!%Aosb#4)mpNP!4K_Nc=aq(l6t$g>7wvd(qzK3UP0#x;^MuW^#7wIzy#Ks z{l*Sa$Kzbb5ViKOi8`0#Sc2bAqmcqf)pPO)V!u_@)}UIyn~gCEU9PIQ@=EvOjADsj zs#&A&OwjPU1hUBB;2=p{M2?SaPIOP$Yn3Qy$C^52ytKVdmJHO0$ti!HnZ5{gX`~s6 z@s^TJ%_)}tva#sYs139-psN2;`b*;`+ip@CF)kE{wN9^+ztFPYC+&(mThk2z8tUGu|%(&U$w&v3f086}g^2NoxK-w4wq#A3c2NFw&50p$??87g|8pms;C? z_{%V1hIT_OxKXKMQ;^kD8h<&Y5bPUkEt1f-?CA0t&n&@Zbc~1Y;_VCd*pOa@|C~y_ z71{143cmhcSVDh^e~lx9z>M!kyUu1u5;Fm0y>dL`Wb_Po!C~tDm(fxUk#@K$l*5x2 zv(Qp@Zdzfi5$f8t`J#JgbV7nQ`{()d`G$;lOKSKd!~p?a&^U~xvB$L`wR~naoAGmg zU=_=Z(n8MqG);ZU{bYKFA3CuBaUuVfx5`y?0RkNA(-JZ5BoR^!2uG!@`jxKvZR9g} zZe_@h_n;9TI?87>VYUBOS@ql5lf@SQyD-64H+SHv`zNVK{4H;iUFA}9EfU_Eh|HdR z4%k2&7YZZP#5{bsA3H#?@;=&}7_xGsFV};2$eh7%*u1n9JsPjHUU_x2ueMuQiQPs5 zBYuHs7cpV`LGs7F(PLq^`6Y--kEN3OOW#heami&fXU-(5A2^=G;fdX^!-#;b0Bizy zVnGtK;QdSq4zD=F!>R%D9OzLh>>k1J0}U>1SO`=h>349Oj;)6S59vq!ipDZ5eW%h4 z&G;X`p2B|W^k=FnrX%Vh?bQDPpD|>$aFar~+$7v~&M`)z0lJou^7aIC73eHDGF*8E z&%mSMxWBADeAgpZ(Ta>W@qv595elILiiQFyoplmx_!F-~9_a^zvFP$4@#bn8>Bf-J zKqGD?<_9I~y+X)SQn8|@TDFosCWJkfPxe>{1nN-{m!2HQ+R;CJID$x<5Q7U8gdCf5 z7#Ijij;24%H@gETl>;JYm(U?pH2ilVMD{}>gn&HlN=a{P-Q3<9P z5bgmaIeHKl7jN#`LIMx?5l(k>t)0njgHR#{!VAW+r$4AY-h>%e{g*68B8O~~dY>3= z;{Q~AQUS4E3*LS=WJh6~P0$R4zj6FUpGqUnL4#+Sty;}`JEDr0qHC->?Pv?clgb3e zM1fkZS(kBVu9m=tw=&b)cna9gW_ z3Bjt%$Q6&LsO|7faVgG*>GWY3hBv{5DZ4DyUOx(tEf2f&R108Z|JNU%1>G$lgCU$* zpt2eN4EYzh)#X^@`r!je!&NomOx0s!;jR>}M#@uEze5F)_LfnaH)CdHySV>5M@qD+-#)T#ri*RprT0J6*&T#Vy40XT{L1#(G zeWufr__&GG(Svo>j4cOG4>U$&2@-#T+4^D>6=O(X3UygRC8^jQ13$b~55DIBC*pJI zY-pVCz;j%X)mt3zdg{4C-;24rb{OIVUmO7*HfijB{pu;X@z_?ZO`;SFKmElRNp=Sz zcv$prfqu-PE;V)$t1ZG;EkqJ?MfR|XdTv_MhrUJLUk{JANR5}a1gR(Cc%tOCiJ}(2 zAZ`#1rq0=wrAv+0!)=mI96nNkx`DVxuSpM~iCo1Q>swCpb8_w&E78|Z%uj86#8q|h zLoiM}1MxTDKVuJbE)v4=Yh+wOxfjZ0@P2e?fNT=HYvttPiKq>8^%y~0dIDH*NG)AD zh4K}R+^j+wz3ui?#IPLter&CU!u~cT;fdf74K|En1Zu^swOMyy^J<5|J8GN=ah`-kJl>OJ(;k~XD0(~?aQRsjwwQIfQ0cW9K;}d zI2{bV()Erc0U9SW0T2?FK&|+&Vn?Jy<6^Z08DC;1hs~ zInQ+&uF5dT0Wfj^n6%;1mESJVTCUGQevYhQrVUt);v^pE(W? zFJ6cP_)#-#J-i{IMDZ}C2>$?svMOm`fa?P>xT6JjQ;8{CHf(q_l-mNpWs*GtS!dqT z5VQS^u9x#Ij$)@AOdj_c?;2mgz6?UioxCwPhhK*2tQfF-9vqG1LhwsMrQz5)=~wBn zgJGr);-T8_UcY|B24*Fkjfj(>2D=-v^Q#$32IAAvv}EWcYV|`OOrk|)2aE}m zG0CP4arIh#XOj8YzQYcgR7p$N!_4Wo+*wg-)kZ;o{b`4E1m`zQYW+fH%Z zqE;6xH6N zVa9MPxJpFU6P3pypumKxhd5#EVI%Gx><~Xj3lr3F@ej{oH*i;Dw4d8ICRK;+8tptczj(tyj{shtKa5-S# z#Z3h4jH@bdLs~w7AkOSBK`8c~{RcTv(DONC;ROtj#(U7x;t{*5O-;QkSe{JqjQdeQ zhWh5QgFa)uoOq4iS6D*Yo$)v-5CJc|FZ$<>1-qltRrL@fPiWO)>0>Wk1*2V^@Nrt- z)q_*y%{T@dKwpmTEuw{I{cKia#+38-g4Bj$SU-Qj6OM-#-2BQgU@YjBaWn{AY!PfH)sgc5vg9*$) z>L*Br%bqL5X)qb@hO9_p_a5oa7msq`6d8JWZs-`Xwsu(4CA9%2uk%uA$l#+;f}Ib8 zL8oBg4g}?iV3h&*w_kHa#m&2*73D)k_dj_&ms5k{_v+i-4ti*W;{X)f@-+%KnSFQa zbm35!OpB5C6Wrib)YXVjVI4;0BsyaH%Tmd%BTi%#$x=y9^bqKdhCptuE*Y|PR1)v2 zpL6pvaH6~Ch)8NTjW@Y7=EFxK`!0{;G)(H;bj;q|f9NH^swsgPtI&?(^;emKTzH?j zNT3LuR!r+yJ=)6|ub4mynZeVCdp;G`=M@c?TKJ4|VRvy`u=X7MDNXY*Kt z&fdKe^f%bE33vjWFGgdSrk5;xv#u-IXOubG>FiUEHLZk!k-(ZBN>w6a3R{VL4!~9- z#)p)DDv?+SA67GFShB14N^Cd6=R_T=({S@D6t$PpZ>_W3ndlA(Vge5#JS=282Ns76 z(w2n{lAnh5ebXEJWk%)x^4zG#a{dk(ho3F6dr9C8f#5$}?8K(Ybn2Bi< zXpM18b*Ow4Z{mjv_PMWY%7}o2jh`SoaXBcZl~eV?zACanx*o#yV}-6~c)q*fe#Iy( zIJjjXtDvc_I>Fe|VHoDsg0((_m&gv9Ev1%~r_YBYMI+qw*;h)&y?TP{P#CrcG^|uV zHNA(0EXZ`LH%~iybF42~{pOeu$;ZHNy0zCg|4xp;NF!~yYw;ipnoeXM68R>A`65-` z(5tKkP3pAJEi52oJ2NpOp{?gOSGwtt!#lX(OWVI1>?2+W#GinyYu0VpG`E3zTVWZb zdLM32hUz=ElubO8_w#d0)yKL;h=w23c;X3xZDsFpXhTqb6!G$8-zAO)k(cD-Tur-R z|7crWfo)+Rna=SUJBdl&OrU-qjf!_dsTIJ96zC;${N#XL}f^kTS*0S+fB1XasOp zZaYp2OXx-Q0dz6;+*nM|BF&;n3yWnD;q%erFqaW7!St<~DB&u0OhkP%WyIBs1Ol<$cZgIBwf63HY;&QgtuwmOEl~Up6NHEd z+8r!BeXyjNZ7w4u=8cXGQA-x=@|^xb&`YZ>NZEYv+D zct7X%2`cx%_2e!}`S|Oe@Kc{Q(cegoefEcIC>qbxp|bVe8HvbF1AkW|WX^GO??LNq zlrCm7kdk7SXU+Xq1b{f36ak+6qeb!mQ6?a7MWM^_e|U?b@#D(&a^Dr51`Cj)=sR>Y KleQl^`@aB7cqW$s literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/jacs_set/mcl1/dg_results.csv b/summaries/2026_jun_08_abfe/jacs_set/mcl1/dg_results.csv new file mode 100644 index 0000000..4eb5112 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/mcl1/dg_results.csv @@ -0,0 +1,43 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +23,77.17149587037729,0.08063100105063647,55.127214049206664,0.07695732083747021,-7.152662,-29.196938,0.11146204538276278,-8.83 +26,78.54979759640474,0.0804402835580384,53.57386026872135,0.07662724004923838,-7.239026,-32.214962,0.11109623367360939,-8.24 +27,73.57618019834497,0.08479998215022842,56.41735935759143,0.07534881038021954,-7.3454533,-24.504272,0.11343932386255366,-6.12 +28,73.97430783831098,0.08655672189213785,55.22137951349318,0.07587127334416183,-7.0467277,-25.799662,0.11510219903884293,-6.62 +29,70.08759695041502,0.08651803189786952,53.14414757061456,0.0756509646354186,-6.977418,-23.920862,0.11492797002362011,-6.94 +30 flip,72.8585234439563,0.08282287612766134,55.33469865041484,0.07375923724952595,-6.9319468,-24.455769,0.1109056080173126,-7.85 +31,73.0914298456922,0.0884073837060467,52.12379509840191,0.07714756656115289,-6.8794885,-27.847126,0.11733546999972211,-7.920000000000001 +32,74.55939138774225,0.08033609557703997,55.63067981486945,0.07500101842361871,-7.269691,-26.1984,0.10990469060573936,-6.58 +33,79.52781369225305,0.07760452693755177,54.77969456278648,0.07543527105577008,-6.982582,-31.730703,0.10822634947395528,-6.88 +34,77.51434162286712,0.08056960816924454,52.4053039052253,0.0773092075137213,-7.2108736,-32.31991,0.11166098390639954,-6.87 +35,75.13301752213832,0.08460999096560629,53.37554206273622,0.07580882065221037,-7.183235,-28.940708,0.11360381974158693,-8.81 +36,76.0031936921445,0.07964388954101172,52.76199000617279,0.07769327574153806,-7.7032895,-30.944496,0.11126272617849853,-8.18 +37,77.26682229089829,0.08098260181900072,52.725405999715086,0.07744851378060214,-7.641931,-32.18335,0.1120555847970057,-8.95 +38 flip,80.81787022169539,0.08263328579543534,55.458619082251985,0.07812795158295804,-7.0250483,-32.384296,0.11371999270092806,-7.02 +39,78.81048535725569,0.08378645968630348,55.84690090605186,0.07920135461574442,-6.8317566,-29.795341,0.11529538325420258,-7.03 +40 flip,76.49365366592863,0.0822107814954033,53.851701686590445,0.07925298435889339,-7.505354,-30.147305,0.11419127866818876,-7.25 +41 flip,75.76000146576278,0.08473684853469687,53.744071016373304,0.0803260401446295,-6.909439,-28.925373,0.11675875224114375,-7.13 +42,78.43840364489441,0.08128737344576045,55.945667297111854,0.07445142282920075,-7.514052,-30.006784,0.11022999339110458,-8.9 +43 flip,81.1407663243873,0.07766245093597207,56.411345536892455,0.07724094893910524,-7.475944,-32.20537,0.10953364998207506,-7.03 +44,79.21899615069151,0.09016827337316222,53.75303465742744,0.07817880968340944,-7.1882825,-32.654243,0.11934087232215151,-8.67 +45,76.37362919745327,0.08260811363406363,54.67194386502588,0.07612944234752424,-7.3398304,-29.041515,0.11233784950017241,-8.95 +46 flip,79.55267543757786,0.1096397850730729,55.405788593833336,0.07630461163440147,-6.8938675,-31.040749,0.13357872670281917,-7.6 +47 flip,78.67721732105176,0.0839148699818977,57.2456531055506,0.0761437877251732,-7.47632,-28.907885,0.11331187851772219,-5.78 +48 flip,77.7295370279823,0.07968370107612298,60.989836392860575,0.075446706693009,-6.9968743,-23.736582,0.10973466985419808,-6.66 +49,77.47086900633352,0.0774346314287514,50.32184780087181,0.07584170854976278,-7.4040246,-34.55305,0.10838859211307125,-8.36 +50,69.54161265464009,0.0977562071159058,49.07017419472052,0.07777990675523129,-7.6908636,-28.162302,0.12492393655557105,-9.33 +51,72.65248806008258,0.08424874855796954,52.65968231148799,0.07604923382008645,-7.736939,-27.729746,0.11349598053766555,-8.45 +52,69.40752540632431,0.0805778890560287,50.05885057094132,0.07657172426186068,-6.99548,-26.344152,0.11115765903058634,-9.23 +53,76.53536412422005,0.08048186124028638,49.936150752104496,0.07733954580370869,-6.9758124,-33.575024,0.11161870512519247,-9.96 +54,75.24928486413343,0.08129533791543515,52.836386041937104,0.07581188378226662,-6.8269515,-29.239851,0.11115922673984689,-9.78 +56,71.394749071872,0.08573290140078123,51.90044014461716,0.0782850659602598,-6.8077946,-26.302107,0.1160977257959789,-9.26 +57,76.99527807033382,0.0802642284832102,55.58164939268842,0.07774793052732808,-7.3265934,-28.740229,0.1117456355983857,-9.04 +58,75.60440884751114,0.08633445391159862,48.78476610559347,0.07892950230011692,-7.6730914,-34.492737,0.11697651159766266,-9.41 +60,70.94499173992632,0.08297685982523834,52.090874349906976,0.0751958240544806,-7.1933722,-26.04749,0.11198022692283514,-8.92 +61,72.45681492577276,0.08691732852919008,48.572361019208124,0.07723506497059641,-7.1190677,-31.003521,0.11627500702929848,-8.08 +62,71.32222683261912,0.08158551063510326,51.258287476040245,0.07632900319527915,-7.835744,-27.899685,0.11172426895878747,-7.959999999999999 +63,76.3830089803214,0.08580119580132639,48.79621774877409,0.07600623338735653,-6.8803406,-34.467136,0.11462457290943709,-9.06 +64,76.25097323434974,0.0807700764768369,52.10809313860554,0.07834239778905135,-6.831314,-30.97419,0.11252260459752982,-9.5 +65,71.76327974062802,0.08381070225935477,48.92539345068429,0.07646239809257079,-6.918612,-29.756502,0.11344924916134522,-8.41 +66,73.24878973852043,0.07937424459522832,52.02938633463409,0.07587556536668856,-7.4041934,-28.6236,0.10980606597441582,-8.43 +67,72.78247548229506,0.0824651376266744,49.86582849044733,0.07705691813965185,-7.8233852,-30.74003,0.11286393381841409,-7.58 +68,71.53492366784441,0.08597726287787032,50.01842494073913,0.07816072875782869,-7.229256,-28.745752,0.11619461799896451,-7.690000000000001 diff --git a/summaries/2026_jun_08_abfe/jacs_set/p38/README.md b/summaries/2026_jun_08_abfe/jacs_set/p38/README.md new file mode 100644 index 0000000..22d4779 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/p38/README.md @@ -0,0 +1,33 @@ +# P38 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 25.76 +- RMSE: 25.83 +- R²: 0.57 +- Kendall 𝜏: 0.53 +- Spearman ρ: 0.72 + +## System Details +- Ligands: 34 +- Host Atoms: 6680 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 25.62 Hours +- Average Time Per Molecule: 0.75 Hours +- Total Nanoseconds Simulated: 6078.40 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/jacs_set/p38/dg_plot.png b/summaries/2026_jun_08_abfe/jacs_set/p38/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..e996b2aca8f0df0fa687e3c5ac3a2291bc42a951 GIT binary patch literal 60015 zcmce8cRbeb`}U1AkQt)PC|OyRWM!0ukcNne(vX#mtTG~*k%p92B&+PKjAT?u(UcWY zR4Nr=3kMudUU0K=wx#G>U2r_-aN*o(Yr%`Q&Mv1N&dW>7%1G~! z6tuf=!O=x&%NG0p^$BSQ=TloY?tW*AtE_U=F?FF(xY@~nXinX4#l3!h-mA6C#6AAk zSGOYv+I!SS-B?Yp_+3d7{Qh$Fp%)7we4%ko{U4O29+V7yVbSn zW4pE59v88GxfU!exU)iSTGY~-RzxULaHRduXx^7g!z%qELO<@g3>VWT8j3Ar`}adb z$!q&c5&rk1U-dvwi~1A8=r8y014hzJ4gY?pRV*XM@$Z*?{~tfddvbAphIQpKV>M4t z&zz@EH44vv&2i{dT^Xnm(!;Of8IZa!E@}ULRlDW~G~x#z2RyZHtg5M5_WI7&>ZaTB zW8Jl(v_onxKbU6!4y{UJ3v|a7@^MZqQ zGJm|iA3@K^MWKiv&XWAL`19SSl!p(m`Hr-vGBOLOG95d1j8fSUDLR-B`x;`a-`v~TlDvl{-7`=_=;d`D|B9tWvr>KBkuuuX$URn2e`C{$zk}}s zheR-xQOkRRDCP+z}Wm~AsFV2l9`YtMW z_w+>FycrY_u*_>_oc<~^p9bDCDn9=DF8}3SKi@qvcAc4>y{74WU)6hbv`aH3B}GtF zl-|h5Xy9AfPRjQPwZ+P=>Z_rNQ)EI1U$EH<3$MO$Nz3$u*@ZJ_#Cf-#38;$@sDAZo zrGToJUqQje%l+Qdqe6opG8rk;3saqAL)jI&zua71wRLn>o_YT`aBga3-#z&a8|W@x zycirF{?d(V?@P;`jEx+6HlP-K?I$wsg7!2M$mo zJu=6K+OugW`gatfcuE^@N-E#i?Wl=ELp0-Kuj(ieDmc!IBAUq(?l`$4Z|BU!4kYsumjHPq9) zKD{Jik`{TY`1*CGQui@hA0MBAPx%=|rGGH*&BCv& zUg5LA%EuRWXX{z(@!tB!KUY#`%-V3Hu(%aF2S@JNc4^9v#6p96O2)Roe*F?;UHKq6 z*&hS*;`8TqZxd8B7iRxDEzWz~x_x^uU(e5`$bV^D}ijLnYXWFw?)6vmk=~TXX z!z?5uv{wEkQ9wQ;Nx54Dis;NZ5vUAKeN0;Z?OHoQqt37!1?x#xYxVTxY}$0m(^ z`(`u0eEG6IR^sr@m3d+7w!bWK9cnIe>QNrLrEr>^nNKM|H&&eHRk2jezz4&hKY!}z z>Q+74f8XSz6xr%w)!67MFP70>o~~eA!CWdq2{ITY!2T_U*HR@ z0s;}4W`)A4s{DLP7b;&xZLqcQkB^SNvbZo;U0qH0;ll?-?^%WJ?rv6Y?yK(}?N9bu znC-|tv0^@ok-nOSs59O^78VEii*cazrS#Fbv-yx znwy(z*O4O>9UYx>{;Se;0W}NjB|KJ+RrT_=Of&ANsHo<5?{0J~VSqY5f9}CbwtM$* zwX{WPnhgsXFNJk`uv!#4?rwLeQNzW^D;1pknB=IloPv!%G5DU5l5_gq#t`rOYQ9_! z>$abdH^HC0y}g}^$}jw6|5kSCk>fgCC|H+vxvg-LaZPJ0J4NJB-g3XIECSaaooFm^ zjnVo2DZh4UY2xQQVLKu6X0x&gim}2iEiDwvh7B7+eiw5u3k?f<{b#z+q4V0((vS-) zKISb!R&qJpQ?7xA-?)*Y=Y$xgvbI*+`u@Fpd=r2F(ooC_&P91-J$WKIHgOKS1Fw9T zK9d@ml*uCQ48{ywBXR^^yQXpRVuAbIbGMNkr=Hz;XWN<6)6<*Zzpsto;UW_LzP-IJ z%_x~d!EHw;CTi~Obc?)qFYMQ^b6?86*ByI)u@)hTQLulTv28=l=JGfA7#rt?EKhx{ z6f5U!&&*e5dFq0!OBDqL+pdR&MI|JJW8;Pv-o1PGME{$618wOy+Qux)y>?|=l(DW^ zBl7JbrjnwwZy$%lIz>mpi@!QvP?Jcfq`m8Qzu;h#4KgyUSl`oAoxTXhj5W2jyTsNc zVV97}F1h&onpJhsi<%m(A7it#vx-jL%b59WkPYv@eqosL#Fk|_iJ$sl0 zRM!s=57&N{#S%`keo5jN`AIT&5BvX;t?V+M(}=vTs-ms0ug@tcIOKMKtQHaFOOs3_ z^kd<*eO)7*BwYRA$>r!9H?U$8hfiYqqn5KV1ior$z`Sh>&=A6~Cy(xU`s`V)8tr8Y z?Pc}y5}KMvHeLIISa~d4BV%Jz9ls)Kt@3}moIOmWv+UC0*HS`wPyNWKsLRvS?q0JK zt8U-EEwgP~(9N6Hhnqz=ZQ8JT^Qygj_hJzQW@Tl0xt>~;t1QWX*z#f3n#v5R6IK=m zAqK2$v4W+$Z{vw|{L|${=qfK?3MrbEJ2?M5p};G-8F%ENCjF=&V>g}UehGiCH|In% zQz~1GSvXfuk3|KSdwV_Ffahpczrz|$qrTsa(dE-^D|O8c^Q|SqiV1pJsWjO})D&;-&T1Mk73M{Ch`U84(V))6&!nVJSr-9DXEQG&uNL zl#-?#MR_Ua@~iEqyE}RCr4+Kqu}e5yui8-3jCQSX`E)SAfQLp?j?IWa?>!YiCAE?V z)#+*QJo4jY_?efsoXqtaiH7M)NMP*$ZX^6~_-r(d4t+N-=Y=(o1t_hpt%7S9IM457 zGulf6vX+)fKpS6l+|^pmmB&4W9vyj94HEw03`LG?8Qs z<&Kb+&|MR~diCnW)YRG>J*`gV@fDsbm~p<#i~MDi ze)Y7jUfH6ONSwrBgTx*@qWHfd<+Rp8cANP(5+(t-^T6jy>Z7I5GSy?~ng6|t2Kn4< zLCmKI@qizEJ1>5Jbl>O7jT;;nTwR4&SIYP<&eKMCk9E@ru?U1?`)cgp&*D1R_M+6| zPvo6DN5ALdWhd;7P9gqE(HLg^T6$lHDKK&WGxMA>sH#4vB;bY{MuKD=vl+)xd)4)Y1tjMJ3eP4xmC=GV2MsM8MOc4~_a2HRm zL$CWg_-RxW+wSo7s{{lDz7#pp;j1x2iVhAArM^r292@m25olOhS^ZY9@IN^9Hen?r zV|BFXzH3E&1i-9P5E2Ouu9CwvN1ef|nm;?Kf9~T`dZh6UcedGI1JdMjZ$eIHC>lE=J&$bK8%RdvlYk2Ea zw#$?TNSKzQVE@VFhfmAo=RyZ=v%6TpY14KZI_2YXoTeJbwU3lGMcI0g#om|QCjBGz zI^L3o^5n@An_+JIh_JBOA+OcE3X#PNz@-FJu}g_yJd=_(3z?>v9#m<2{2)=IV~-E2ZoPLO&}t zd=t6nIm7Vl*Ci*FGBY!s{`}Af*weu9TwJ&AZudDZvWsbgde;|gKF!UQMIf$DZ`Yc5 z-BZd#uW-6`83n;w$fd&WQqRk<&`f=@2s{Uw>M5gBVG+DM(GrKAyuva~rS*SG`{nCb z8VW{2XWxxdzG@7<(^$9mtvh#;T!%gk+VSH?>3$^$BojIE0U;I!_wKBT2Eff|-T`=l z%|@@Nq(nYSGTg)c_ocrj+`b)>d!kMlXd3JCyP7a=E*i5jz=o0|Zpjs@bSwG9YiF_r z&j_+I1Zuc$*Er@m`75M7+meoAQRW%g|Mq@$Ypb!BS}%&A@1tGS>~&-xNtqRBd3h-l zY>xt{=TrV!0QKD&hcX?9zwAg|+|{I?H|T1SVU73}HF#QANBT(;bNzh0hF0pXbmoSF zf`VXR8JCK%u+`Sq)+q&QzKiQ!`rl|98nUW-O;gUEJ50KRO;luK^U(%E*%LoW_(KL4HrYAXe4uWX69-He`)|&VNiy2ndA_T z@jB`$%fDyX_t3+i?BpTa{5O!YdqUsHO~-Q%8Yx zg!+IcNwOmS)JNiz{-I4)9v22jp9vX^b@S%UXYA?Nj4YU#m;_(-x32wnjVNqCJ8KL^ zOw5|Kyu6Q}^Jr;Zlw744p|4wTrF>`kBi@&Usigahs=uuD|OaSE4yCp?Xw!Y#lQY)`~B4F zr@~}(b(d3LqSX#lmR+u=?WN1*qr$z(#m1DMss3qgO$`t*{_l8AFq>Rs(=Ay#;51-Z z@$^5avZuSQ3LJNEU_t#tYTJvyKaEaKzO25=!l=CXr~hqEZti7u!AjJ^CaqWjlGFiC z$tBa&rXas#46 z6vn%b963^62Y!QZY-~*Xn}M*gz`rTt-TO{M&VlA&-s8jB;i%NChrblBT)9%Lwd7Nw zL&Vfbr>0<}m$asa#`nR&YsD`8-M>CQlZz;G?4tGZ^2#~$UR>|CT&fP}ron0|kZx7P z{?Ofrj0~uK;b$v7s{1;We%JD(!EvNVGEtnJ8!sUfMk1>%U(NgKi<;Z8d8zjtm+!*g z!?K0fgRiZ7WI@8u%i}t4jCc_;Q58NwiXdfjRdsa>(yVgh;!OX2RKm&T{aa;aUtow* z3Ob*=v7o}#+`W5wg0jaI-^G~~NT4rUQ}?AdSUkVD+IN0z#fMC@tB5qh8#nHLV*!{| zLtRh2yY2~@imkDJUm>tIdTXUa#X=CKuczJ8w-y66E;-eI-&c6swnJGipE^2vd1AOF zj|eW7?GEGZsPI+e-F8mQNE%^!!=7-hP%bGM&k4I3B@Hc6-hZ$0iC}9#bwPEBv)*tcU$J7vmkM72a0^F@ z9EG@~&Ba{x)YU1pw6x7-m)zFxaMsGgJ${@3T_P-;Z#Y$T>_tocv}LAq^Q`z9d6Bb0 zST-jxf4AgMF)O(ZOXgd0wu?26&;C6NQibQ$s^1vj81cB6m;gUNN?V!{9SR#qN5{ya zc`Xw;Didjxi)hT1d454bh%Wi=U7bK%4_OiJd&qys=cmVxgFa z46Si?vHYnw-@#Ahbvy-C|oykwfk&>)K*`svaC`tH@U?OBPojW=`h^R=-O!PKe6?{s4>DJkhF zam}d8-V2!g-_y4ID_4FW(#-W^lo8>MW8f4&4h(Wj&9_|l?ani8VgrMN-AK`-3I-&y zvb7DwLw8{{2Hm@NPj_fTQuH3ImB7LC%l5MC|1G{Wm37BV1L;%g&f4hWlKk%8h4|?B zcqYy2_^4SxwLk%|Xa^7UdWX2^5@7fWQC{pP$#Hqd$+RR1*Z!CDdjI=(^?(1ivHJJ- z#5dUYSCduckprWQsfksm4}g^B!PR?g>m{ATNm>!s9wqFKR*EsTE_`&I@+|(fqsXAV z=O-S5RinNTCQwUDJQ=7`3x8hVjX`z{tf9u)wE4x?l<(c$v}R^zvG)s$Uf)*}K)98a zl^s0KU=&4tFyUCTelnI8{4P12ZcsQztLZ$ZtEX3kkk;~G7u~?nP<3S`1xWnr^XEGc zJvnlDV&a06simbQ5asmjELVwzQ8VMJRhuV@ojC%}0shA(95w=X>W@HuW7Ga|sqG%) zHu&tXFU8Mp9X;fQB7K|vr+|n0cQwG=Zrr$W0NgLwIq_$unVC|c&6-e82!uQ}H8mxR zAKS(1%$aM$U!V72Q5*NqkM}W>sJ!{WL$UW)w^)`F>ecVrGkNhtPgWwBnq-;tfQSjK zs8ExWm#?+e_7$)!jEx~!6nWF`9~R0koxkECeKO4<>x-BI-gg!};L(C}A!%u13U6;VOe8ZcY4dWG^XvuGG-!{!HXasMC_`fCEb75hDkPzd4eC#`NtOy}Czp#*d z`~~f8TiiJJ($x92JUoeqvn{m0J?!3g@z;^*>FEbY^Uti^;Vjbn?w!-<_g#6X-z|S+ zaPLY+Mn;?L%a<=fFGjabo_u|0?|eCuNYmZzEC~q-SpBsiD7!#%1_!T<*?eHP`7j8d zJ)rCp-tO{2LGit->++`k36&o{aFu!fy;5Af<6DJq1hAwPo=nlXcO^K>l+oh!f9T6Z z3=9H|;MN1d5BAjS(%T00c2k40xH!X!y6{>++0;qPBF9}_{ku33_ZWBXd@j7BFhAcl zDt_uLNuqDnmae0=ySC?T1=pH20Z1oSNaiv!GGaF`a>gMbR@c?7Kv*vFnvny|MMEK| z_Qpp2QS5E7)C`|KMLWF$E0wi*3b8{QBQT0fQYa{QWo%xtnj^nR9nGUql)a`|B@Sl= zU@EU)zrN;-uZ9LKqS^J1jw6y5rE4qZ$3wL!EBrLCGFx?)do$dN>#d{Ca*D!#z*TL> zZE*rzpGYTd&QY5m^>12u^X5%+d;1EC`=v`KrboLdeuT7tR8vw^6x=uhRG{KH;RisD zQrjrqSQJ#`imBnRHx#o&LqpvI-oAf-&`Y}I!q3tyBW4zst5>hCczh_60iuOTx-mT} z^%_(elwLjWOp7ulO6A+P`>hAh50}^;OI{DE*V1Q(9(DTVgam$s(Pf7ZA6~X>*{d-f zU4R{bTq-F!+39Di=xy8i`FTq3byd1?H6M@qkrG?%soPd6P#aKTYk~JpeDvt*HBN~n zF#qn;qlxhW=v0kB z28thWN#foc8)t6*Zb@FD>N6jlyeA^*($sKHVc`l&Nb}5}w`$c54GdtuWwvjxdv@xr zWA7_A@TbdBQ0)Q7OQXI%SW{C|_FRX|*bc4!m_95yyY?(TOmZ{i9kPQ7L*CaI=k%*X z*4^E`5~+k^lR*vCg65RH91{aAnpt&S_`BWb0;vR5Z-!H+P7w+k>AngHxT~ip*`%4) znHH7W)vl3|hywf1y1(YI$7$*4jLJM+$5cH8)DD8vyPT0BL4*O|%tWvPq+pyJ=>(2A z9&q)lgv!&U;jcR>SPx-ssx5!`czLfukJ$TbpT2%AE;;(+^*YE8iHJ67W`$X8J0zu~ zoQ6I~jg25KQ2fBc(onE(uOfteDR$YDJ{ekGb4%6Rv%K%Zg$prCYMj@ph-1x5k{5~{ zJ*S4la49RS$|C1J1}t=@O`A3W{_DoR=8L&BF(BlU`^0x?;jnU&#Q66YbP5jN))Nqe zThR0_>$`PpZ9q^^)#uM<)+S0@z+dl1#w4H!kYeAj(1?f?ksNuO^zQ_0J^KOUX)%28 zSsf%a0&c&SxUN<6DXl4w+hW<^%4`ban8C%xd|JlU2NFR^Kx^G+YQzHYn0 znTpiZ)Yg7!vjR!r=>U`lT>~x2>~mTNs>@1CYd&A=8RMvLXsG(}`fgWmuLxT-&G+Xc z<(h~QPO}rIK_2f-{}a0VT6@+pi7_S5zk{3w=f5&gjQjazt(Qrg7x^J|^gzfVf+Iwn zuKxb3t2j35#4Pm1S;}0RJcks8sKJ6gqIvwdAmEGt%%A>b@L~k&kBw9;RpFfg71NGA zFL2j&_xV=t%}7Z*n*Z3?d(->x)cUVJj10-s!KOP~8Be^t{sM{{`C>P;F9>*AHZ~$& z5M_RU+8T0J@6Vs{zI~EM^HyRNyhM}`Juh{zWAo#(OH(iJ`z~&_$g6+-dNm@ZbD`9h z?dQMv8H#B^7`3seHaqg|+qWanPOe7Et36O80Ht_z)G^QgGZ(a9);Ot#x{?}$y_KN34 zMS_ZoYr}ZARsn&7`t%}^R{c#JYsJFkI-j}U+e1zeSop;B*>doVDi+ z(k?D84!nEB!msKj=Ax^3nu}VPMu!p(x^zB1%lh-y7keJ3+CAtoNVWtu@uG?DVh zK0snbMM}`eq0FNPzmsgrg2IgyRtRbXA2Qc5QCZek9M1?L)R@ z1S&EOGqZKrI7gmelma0bqm*rD@+@sP%kSU6TZ)`c#H)JqB6@414zFcY?@K7RXp87< zXJ==p^qS9kBg88=LU@okRtGsN*SSx3dS=Gz&yUw>hKaO6tJeiVnXml#k>|&cAM^>; z&CRUdbCcL?5{{VF3kX1+)>z;l_Yg^lwT?S6wO-uvO)MS}FJoPKqARSnZQDjJai%RTs{h(+ zOE9VH2s1_kR`Y{h>~mS>#Yxc*+7mTbTo`Dk2?+@)avu{$SPfLUH2J+Yl)Ia=lv9*9 zO1i-i8(e07{?FTvvP;`HA|3%rQ~_Y(9XR8RYI`<$?tj(P6!R(W)-AEI=K~k_Chra- z+l_PhhH_qhKGb9;)LEL=bK!hDDeBhm2j_!_A00Eao0^)cL+r232v7rTz|eGW*)=gS zVfe^^PfJ_7?-D;CFv|V!0Fl8VAyLJ;N}MVd$pkvjv<5^<8oxE?Zd5vCts_mZ#pv0` zyeX;u7?ePhnSlX2N+jii>IV%v_V`6Cr~ z$x}I zs`(5+e)3KH=JJDv=V$Kiy9xZZFEARSzt{9A&C#PryW9OCfok+;8mBTSD=UM=y}Wwe zHl5!~N*54`#J!|kQgvgSi(O7(^I89Bx=mT!5*#8nJ6%8i)vc4pudU3RL__9oVI+rI zXxt=4N**gQ5tlr5@}zDa{dC2g!rbg^!~2BnJ-IZ;k#Q7#<`tnUY-aNkQ1g*=sc{ET zAtg6Tfv$mpTc?fzQUqc2P(p0{b_h|Oh<3zfJ5qC8#BNqRlj_>Tvb&SwQ69~ z77J4Kr}syhTs@FY5Y5Ja)RoR#cI!iC@&jiiDqgW^KK-GD>d@u3m z>VAMBL{>(q?f!0WV-qk^K1X#kAeW#5V#X)1()wo<$rg7T{_~oyn^ERj7KjuV*9u7tdmL6`q zwluc$-%3ffp}2D=S-I?ec#G@6;>SNcF$EE(4!Ye4EMd*dm)+ompqAde^-z-G-KS6E z+JHE-f+{L}Fir%Om#czhBJ6$M`LDbghqG^rT>_+Qy0?=XgcsPnT_2y?f+o3)k%^Hw z%nav<$A@)nY&56<=giWD_9wIimcLdweKKei?yU0p$dg^%ef^4&O{`x3SR$E7* zg8&>2vM48=icvxl1t#6G_vg>e%zrSQv9p&BO^n^p7GxDfMSwh_>F%xwN)q0g4SyD! z)Zb(lXlQ8USl2Qjyu1KOiv3aKJ-2Ofs$$6sA7}4F4a5l71~^LXtjP-_-}vC?2+Gdh zLdd=d0X1vLaEflj@oi-#X8C96-Q3&=PgP!Cex$-j#rnhvS?6AzFQpzF01a|ONcd}a zUX&z>9;;6Gm%N-@6|k0JsxIfbjvNwO6fX=!eu;Q=?;hXz&hjvfRWeXBAp&o1u?)xi zBw`0vgdiJ&ONPkRkuZ`2%y}G)_ z(_@=XqpZ|`slsVy+*WbNj`Zg{YO|mt0?n=1cK%D+@I%8@sjueP|J66w31*Tzos^R! zlZPiT3F<}IC+Qvp2Al|KG5?qn3RAr>Q+-N0A>{Ha51s~rwA$v>sbo|I;8SARspM8o zrRD6W#Q_CC$E#pRL8c|#3=$GB&E2NseZPO-J5{lqX|15! zC75h3V_r#t+x+1}5V&R&lbEKbTP#W|QSP(=;2?Br?Afz|B!ghK4WrOfYXz=ni_I#r zg&^*rS}}Tl(H`o>3wX$Y&D(ShiT3Uhy-p*gJYG(@tT)4x;Cy;MfCBNMzF1*47Ha1n;!_A-lt1Mphc4eGL+p)AXp7dAS$Q!Hh$(N?E{qa&NOUr8@Wg!A#bF;RpAF zlz^D4f2I?$dFD1D5DqJAYvJ5XR0qz5rw~D*m1@U|A3T2YWDumRAEuMp6^m8i zE)3z}bocbELZ$`1P=}C8edj zGmC=sco{K!nwYFPT6jJTIaPJx_Az?{LCin`w$H5QO0^=LyT5B`$Dy$@E zMr~={A8Gq|T{s^kh~S!;Q%$#MDBbPNg%8`PyS-J5Lt{L4siNesK%82oi6vv0_|Rs; zbvxV$4P`_@Nb&Xcl{9^-W!-sO{?sV=`J(5~dyvP)GYiR^hpq3216TT%%B2F6;5&*= z!XL7Zg$6QmSJl<+8B{b)G-mVQTgS>uk&=>P;!`rQoJq^e3RgA?f#9jcsJ^aT-TvPgen5t7O8ZxHDxcT#)BopfB{u7PTstE6XILY z{ri>)w)f)WSz*LLIkflOQcr}MjBUdjy?aVq-x?kCz{;>=2fBNU6`($CD77LuU zh>rb~-X2K&x7wjxT}byez4bQ;mjmkEb$cj5a3J|8&83g|e>JVCcz9cA=JP>J&4u5e zICr`YYXQ60s3N19JT_T{3ggg$q48}fJZ^6Y1Ie|FVqS6~z2lSf-@$_@4uIR3VSbM8 z*naBGdJrzwsBYwzF81-&A2IA z6dJX(*CR_g^}pehG%L^(7Xf=``BXzL@|`6GdIpyRBLjm5s#Ah%WlQX>t*^io(gRTM zynkl#kfWCADj0FxXb=Agt-=)aDIstg^&{EzCUfXF!2XW5OcgH3WT@bl{PJ zv6Zn=65BhhFU;j=7abvquvrt$i=7GbM&0d?k|G%eSTMg{LM)r089`eTc82Hz%EA4szRj2T4g4j9?IATH(3Ux z&h9EIQD%dI*@JQyAY(i5m340lM8zYgR71 zC1XXqh#?ea^nZ$EPmG!r3dq~rwj1?s364Dnv;t?ya`x4i-Yxvj4+uOgaOa;`7QRdODgb7DI#O1s1KqPQw!>B8-Py?qN856S%sR!3dMpCrp3|C z@tBF$wb!OWNQq3|hA$Nr(CFx>Uw-~pqA7q_u)^D{Rd$yF+u8C^e_h}Z7DWwAyfT1( z5R3Nxy0o;YLOG5-ly)!!NU4ZI)XZX+6^QLBWF(MSPQWk5(4O%`bl*)uIXQOFK)az2 zh)jYwVI~Yb##B#Ve+(8iLgVbb_)8tBi;aiJRPq@kIIqzAKC`Q!0y2E%+hZ|PW2)k5D(s7Rt&BLaAOD)s2g0iQRlGQ*gU}Y-x|I_v*FP{Y zux1f!Uxz8!B;(L(@O76l(8yCckduK}G`c*s>2_c(gF|ii0?T~@QI<-x6YCxk=)sQU z03=&8Qg;G|nP_%TEGsO|U~5;4`Z%DL!%86%I7Ydxn77Y>b``01a0rLyUnlJ)zRf>%&pE)sO=ywXs8hFnZF$zM zOEyl`)!Dy)59*Vs_nKN-F#@hZHk1zbu_&S2F+X~H17OOo0viezkF=;1rqt_Cd|LFR z$@!u+cWqYF2i7aJa|8pn{_4opOsuVgZOrQY`Eb0Fg!u>-w&Qs3Uc}7LAHtbUvPj5OQlAV{QFaahVgn8W+ zdPW)7L6g`7%Wv&_ecs*{PsoPnq!L6Ouwl%nscIIr?||1jpv5o`P(wDBugLfJ_iuH* zsm0VF&JJvdYK&y9<_s=&Hnz>W92#;I6WP|6Ns~VY%rn;G4Ye;=wr_X%R@vAn(fM@a z#*Od|)L@a0m->t&Mo=D%|9mEl@^d$-;@~!%2L~?qNR7J}S<`)fI=6}QDr0wl{|Zz? z{U-oXr2x!@m6Ui-pFYh#CnqOI(k22@sK1>N*{ulv1iQtnTso9aUz}xG!K^;{xal$R zeFOD&VN^)alYxN-FCEn$V#oF5$=_RApBbK|eIz_~bhPkP{x=#L8j4@J_ni2#Q!u75z~gx>YTHYN?Y24_Q;(RL_234IUehwDhL0Ve zK|sNFpo4_T2zEhqas~_`-r3RFSv=az;bBTjCHO^Tq+0AI8I&YmjeBZ3*3=OBrMpsxwkuzt6L z?Z1vMz_HhbYU4zr1z~Olb_r|Y#~dWrQ5y6l#C?)JI{g^6qH%TzT&=hb13G|o3uPrF z7{QXiAjp>lVemi_qiaE}7IVKdo^X}(ns$tlGULLpIo=+jcRqA)^3Na5V&^`QhvynS z?*SGxnx{$2%O6lS{+51VQ;2u*5c?_yhAJ?5&G>gJ*Byy^-Cx!gkDGz6N_`f1DWik$ zB`B5P{?QMyjFJWp5^Z9V(gOGw_7z#%AOqA9kO|o{cJ~{sVbDQqx__eyFZK)^@n`EY z_YWNGT)ELR@OkzoO}V}gxhM7%H@>+ozXG%R5_fil=t`7${1Al%{a4~9X?_TNjmq09 zK5Ksb_|XcEvzZSnC!5xi?i~nd$l6J5#d>;rGN)Tb#zqjJb@uMv1w>73CDYUH%T}z| zux%Tcfq}s-*%LuEV@QuL5sqaYzA4}S-8A&A-V$XnF9Hwo3jm9*nw*?0a_MI_xUU*U zEH;2Q?0wpW8^nJNwxVB59UutVJ78&H#8-~nz{SalE#iSHIwSCqdvGN~6r5v^+fjyS z0??31h0v+Hegx?V#G11Atci8(I7qJV;OZ!Xiz6swY7fMrSP?3}Istkw7cGBKGGDZ{ znfy4h@OK+}7^fDlb9&z+F}-4GaVK1~;o#~ktE)9jZ<#tf%RxpEDZj@dIOmF%qANgd ziKfp^rdd{~J~m0eQdFdfUB(6Oz^*kVq;2RoOg1l3R1oM0U9JaQ5@@#W& z*k!ac%sRbpT*PjtErv>BqKKd~s|g(Osira{yttB5Mjufi*Tvgwse-d4=3 zD^h9Y1IgL-Gl&zCM{?B9z=<2CMd1a#8qTkB4OGhpbY=lR0R~rtO_i~#S{8WH+2-U) zYoHMs1qI1b`LxTIX@H-%Fb9CTRmZdu0t^?Upm_Sf$h6_fSJA+Q79zg@4!{OJXmU<^ zV4i>GAoNgn0N9u4jvJl%bIK&mkOuY2%YaoJ$ki)~htNG0ZBn$;xi@%vsjRH5c9-dd za=Gu4>RYp2eawXrTHMFF1Har~z-&==xV1rVeL>JO5Dh#x=++AP^eQmT81OYVcB#|0j?Qe0^z9XYm$)|-r)*G{E z-W4lPlF^il`VoR=NLa#U;VKFYH_JIrLptpywL72wN8Ytvwc+64z{}%OkDqVWPBPg~ zoWSCzVa#=LJ)7jP2lVWC*_OZUWdCAEj*TRlt@CaKRK3-|=697HOswIv_ z6Ac-vf46l#QdH{6hOK*NJ!NwoR#P2`vEW*$#^*FesuAt9A`I}vNp50JHFPQ5B4VRf zsR6P8$UmybP)9R;CtQp-VpVr5_CB$D4fAfG?b)-8m(?jSx0dU(c+X+4iTHd&9EVo> z{%Z;?)pUGXkT7;%e_xl$u-6W}UB(#M*PcEm4YRf6}9 z*ln}2q$MRKn=5>Mzm&L2bow;RB4CT>7(@}<4_Y_V4rlYD0x-lsR2YF7oEiAB`HIr!VvPNA%m~>M7sHmtA^~L2! z(=I@nHV+KJA1^OFL+_b=D4;>M`w3|VJwOQx$B`doAY#dd5ZmivuBXR@zpn%tiQdl# zfVGe+3*Vt8HFNb14g4%uA3fTH zj30!(g9?excX4JD38)~~_N_kvy#rT5yAnkAwJl5bOFL@7w~?Rj#6x+F*O^IpK$1 zG&V9)9Kit)9(N^5LsUUF;Tl*id`NQapL_W-ea3rNfq7%ZHZ3YHCMu`WW@DfYzH5w~=sC07EF5{$1Fa5`MZhWfkaVW{`OQ zs%Pw(7XWVP^p5M`MumYXB`PG|P#Yqt$Yh1*U)_`HBz3geN22#T6wLMm(66j37e^Y? zh~R;7TD$%HdYJlB!W$(_8qT6y#vMKqB8Y%64k=uk9m*!%otPOBwqJzdMiH%Z@6?Mc z^zgc>g5>hs;qpW5Yr;Gj!8O?1vD4i`^70&57SQzkb2!|GVVEd^Xwk2P3*ykBL*3r*9_m-4n)(j%4Huw&L! zc6&X%I*wgc^l-F2u&nT5pR@5cGKqv=trAv1bi@!Z&$!f3clY?~Z~WJ(60AbN#(-Y5 zUgY*02v07?rRi}~WJC^h0lkOpS%bzio0}~kKD>Oe%bze@A{%wfEf(hI4GYehqASL5 zun2K&!_J-SK~fAQ??8#gYeq?GHW z!Jmh&azL^bIOav^K(CI0L(~2H9NtXS z&jP^gL{}P{BzqlKA^tB#5xO1n%qN>}T}Iai7Vw^*lVC=%h-)!PT`*2@M$`O^`g(;V zS5)m9n1PzN9;a)m!sO})uk>2LbtSD+e9(HAVMjA2rGT2Z(w}_ zxe{>y{(VKU`>=r%Nd}ar4S!E>@3MXS_N`a*Sr0j3Ejpz?71%R^kn{Q+gP;C22LLRJ zxhA4TL7$RSAl9#6fBeiD@%$yI1qfZ&r`-@z^%9hMP`BKW_#Vz9zZ~JB3MvaZVnE^i zm$ihPB{34@%DJy42Y)ziGKjB)UP%aQ)LjJbg2HCE-z*Kbg5rnkHh!r6rMHk62&S zMyO?DWfhcfYjlRygvh{03eWSQeiu&&i@c8=pmY7f-CMWFR>R20Jv()W+AX3Jrm&SD z9&rP_^L@pDYg~UyP-B$O4L_&#zYWrrpnB9mNkn9wn%V;w12GaK9PN$W4yhKKo!D_P ztma;;U7)>;RxB;BVCHutCZ&d>kLZmXy_M}1X9Qt@a^hG(tk?a0AEgbE>QT>bK;Y@> z>bj-mip+k52Go92{ElapN)2&aBA`JKw}j%wU$@*-hhSf_hDzY!v&*r&W)&f@<}ab1 zAvWs3r2<9?1%);1ww+UlCxf_%_x;KM-T`rhHM++n^C%}8=Bu!QM?tw%BaXp<>Ab~r zG9Myd7YHBXo&z%^{Y{!7$s_CzVktj1f$`%vrM**1Z2Hx(kSZZb$`bmYherr34tYyl z(-Ga3xct^mCGZJ^;3VD(tZ?ZZeK?Gc6g!K8t0TSu;_Cz1O%U^P7JeqIMpTr$XAI6# zs2-z~jZ~QU6a3>5AXYBPBYvnNzat6ReJPSf0f9K2>=nTWViFCPB+>!_tXI0Q67zXA zJlr6m4lRx7f@1&`LL4Z~sr$G^Hg2p!1_PwIQ7rBNz6s=-?V{MTTSg~OZX|p^cqigD zxLvn^A%vb!+%D)(B0Yc(=jmM+Oq7X0OCGzWOP*p z5bOg}jRHj9-o2uMmX*j z%iFq+Qj$0rU;h!>#&p1vdsY%f_46^9CAtDFJ z)JlW`PE|Be@c6|~UA_{pWzxPqfqev}xC;-*PC#J@1OhHfFE8H^N9WDF>iHPoba{#VXronazC>ZpThr2nFJ%p4EvMr{;4ss#m^?$cjk-G5_Vjsm1c01IIR9kt$-P^Y}&v%>^rtVvl>uo$} zm5|yOJRKuBHbT4~WD(;&)+lD+E!|)4y9og}0G;rV&{CTRo=7G+nwSVo)M0G_YM=OC zdAXz1@DD=cRmisd&79Fcz>Q-p+;LPs<@8̜SO6MdxV>k?Q`G20x5c)tgVBvB<LwI3>z2D zh=))ci%j%LM^dHX9!5s<*GBL1Bw>@u1G|(2eg@44LQv1{IzR%YgI$XqG?%pFST<0w z6&%rW4&E-vSMh4T{J_C+MX}M3QNM7a6Hg0VEVSJFBb`f_Et>+e{YZTQNoqr``T1PiHK+`nVGpF zIvUZBeTCE_plPwluDV|W<#ki~7z5rjeaqyy>}{~Rin86r zcmmS_3DthKEi?G_`#0g`(*;__Q2W&p1M~SWies`*`RBm2&5u^Ipj!FL$Xkwd+(0)wP4kcVE5$_?CT>e*^Iib=b{!4QD!;$yJ z|D<#cM6lzaLcux*1O|2??ZLPI5-O|cASXj0WxTvDSD46hXoKy6X|@`xAcfxnh&x1m zcyN#b(Vu`WaQd}?`A(2=fJqZk%NTbp5ZedDi5#>FjFkh%l8_Fi1A1FfL_~zia~OhX zaMIP-2o4lbx3d!?hh#i>AP8-s8|5QevhYwa;wPks)8qOY?|UfCPXPA;gmT2k$2UKB za{vbD!stS_e;FyHNvy47xgKQ(YhV)!1GXoP7buKSR_;NS4AUDr0ZhJkYVQ4K_^N61 z)*rvR#Wd}l*v$U&#PIGL4Qr#*i{58j3g9&f&*%8Pl4b(Ip}BvJ)VwR+jyUEZqv4<* zP2}+wWK+FcGP{11-Tm`iB_=o5>GBIfu*vFg{wBet7-jkrO&;t02zN%Pd0^UIyLMsb zuAtQ4Xb>Nah>#3C>HN37rG*V?_61JeU`6i=BxbSz&`X0NwiZOWNW)uj8wAP1ED7ws z0%4pmz6c>NQLm*8|Mh}cL5WVj*}$%{8(MZ`G36jx3RNTf)fNH(6uSVCf!gSZFCfQC zle7|$&e9?8Ni6v8sJYTZR}1py~#sI~CE^v#M8lH`r1l zedMTID>v|qe_v5uRYjP&^{QTL;XO_}@Q9fR#|TW^M;^%$0+>`8=;Oc~03I=;SRp%$ z4BF2v&Rav&#b&ShD+Jl)(zmQ*fev7fuD{0W?lBovzKX)_d$ykF)7-2n7xIeAR+@U1 zIlzOJ+vyv3tq%JPCu`ZyL(6eK=3oz2&dltyM%c-lBCzAhzzhf5W;g~o2beRi9L3J${42KdKhT4XP?S^70znVp(D5d zsxP>80G*gMN!Fq?R0=bl_1{?y!s7K*$`U8j5Hlo(?E=-$DE{Bs4Z-E~)PD!25WiwZ zwHi6Qfi0bS6o8RX8YoTmon~~wa!3g{`!ucbFb%GF5iDkvMZXF{!hW?Mw zGZ>?RwT^$Ikc3&9-aAozXKw-YbJFUL))~T#!KvW~FPiK2eNvzkG59rVa0HmR-Ow#V z^%l~P@S^=yUzq;iL#zKgFKJunba4J*b_PzU3VYu{AKAN%5onfh<}f5r!^U*E4%HVI z9Nb1}Z*X~F#VWiMkTuaM;Gj-#-r-z0GjtzIo>GbB`bTOL>qQbs3x|Vfn>>ZsJt?cScxRN;BFUj($}V*+`!+F<6-#o>;Yj<0$n1;00>x z>XLz52&F+0gqjQ|TosA(@I|3TMd@wN6#CbYf(7B%8CC)~2nX#-OgaF)bQFT_AnWW# zlqLP$Q^n`bowG5R%YyBL(!1jhJdW4klEcT3B+kNg_FL+i^udY0;8KYf45ZM1dJs{{ zh;IpdDc5bp0+I3XV9^!4u$W#&jE4dCCTwBh7+=y~gwRD=!O7W_NHu!{tP#nZ(A7*y z(NKtGqAnlj=6}853l(>+(VJu2DBQ4HmV;`j+Yzm(pp{|Dbo$Z6qqS!bco<&eI;1CV z5)#38kUp^D!F~Jp*CAPuK1&2mQeRMH0Pnq~zPhbd@w||bobt5e(4nEhhk9B2vOGNgg2>$97XD6oKI&kJPRo5 z4^{p+3IOq~{M$c|~ zm64WEU7BzMvvlrTDG$zuG8W?TYpM&<-A1)AdQsJnheL1}U^YPlG842E*Y8;ZWoPvNNk7fztwgJI?0wl9>9p}kA*8!h|S}woyE9C93Wgv;h-$KVaCwJc*P< z>S-_o66DM#)@i{Iq1(E|azNR!%Ld#tp*0R=TZCc15akEJ?(lTJSv;r~X$$%i3<6AK z>VQko+{irI*x2asA$?qiU5^D2nm*j;>>c259A79bCAAvWgC>kLgysM{trL6jN3K!a zl>}l>qU?xUK^7_y1!;#P6+fJm8{mD!zK|L|d4P>N%njP))H3BE-l`V4Q~3vjY-T@% zWbH?2lt;T0p>JW-B>Ne*tS#_YB#tX-ZwP;yCBPN^Gasr>6ZNmer>L8*SQN9CX9P+rA6!-#1 zuL$Sw&&$l2n%N4ARpg(9NHYY#izDAwqntr&%X355SILUApUS;2rKF~keq86+w?nx` z0pfF_Z(WSh`$l`+UTEm-Jrb#11ID5?4L=0 zBF@J__cJ*URXp<rKu$+Npcg5)4@W&YJq}db@#Du0)0BFR)_bFQ zaVurUAu6W*MDogmllv0-wJyB1HBJ7WWG`yZtI`)iI0ju6*DYW261e}@r+ieo%;eM(#f@;m zoS7KMwt=54PH72J7ir2P6xNw^L+MSp1c zr1Jch)pR0R=l;R>Thz<@Yu>--gd6cC*mjXBXINiJ`A4ah)AYN>au|AYlCeGxipeYa z8ylB?>$f?ZzGTY(VC>D~v245V;Zub&G)w8GiHN8~GL=Z8!4S%nR3uX&88VfqXf!00 zOqqvLri=|LR49@(XpoR0W0CyUzH~p|=l6Nv&-Z=*x^Hn^*Lj`iaqMI7wbowy!3iZK z`oee7Pm`UU{qSXG=~uw1gczY0hujA$+v{N@3e>3jGy{e4UA?rjWz~jZ`AU4yzum0~3J2I=ZVbn6EyPp6XpOa`pd5@zXk?X`2Yk<}1vY zWgMZr<@9Rp;4rRAJT^V_3iUP^qa6;UE1}?Uv=YCTy4?7(@4r&JL#wU}e%Wz)8abc@Gp^v=c#Thl*u=+ZVs}xFwB| zi#%i=AwDc?XUEm#_I!?n!zbC$);B_ zTILxl?>z?&oWcSk1cd$a(7-@BvUcJLe&pN{ITz<8r3qJ6ROP2w3FnPEvWOwCHQkhP z1DMULq58as$BKR&-EV85BnE5&JTUvTvEh->&fAHBXV0EgStxcmG*X6NBUE-ewI~Hn zWgT;RbMOz^=-~z=w)jsm#N5{PsbRwc8wojj=<)(=EW1?mCUxygLn15y>#q@8+@YZ2 zVz1~1_Ye>C!0v$rtlfcwZvy52|M6z~YtHu9n=P**B7a0`+iyk6<}X>1(@@-@Na_vV z6}BRXJ@c#BPD65p+o(UGM*xjY!&V1XH_u5i)8(vEG*E4EdP5?JjRNOsyO(ITmn@av zB6c!5cfXfm3*WRP)-TI15D)k*D!%Jt5e!wi)!u*JvME>k8UH@=z0sQ%#@T|T_HJx-dbxK@1=3s+zV)GDcjW~ZF z_A*pbe?||&Mx6gT==nnOw-+87P>boS=iqD3q$ae`m$j<%j_++)0yTjC-Ese&JrIuR zjZnwS$B)F1fKmZAy@glu_Zna$z})z7+@h@90D;$G#9{yEmlS_{j?RMjukIi`XIMQE z-@cuu4kxtbAS6??J^c9*Z`gqC{}d1+IaxQo3=^jTcq<2PXmQ{GC!lLAD|o9{E>Bx- zpcKwrL~jN-hZyLzz(1daAQnmKO~}tuvVoRDrpAHBH+D2!(E@>;3n=*`3)#*Gskyh3VN!2o_9>J@^owk>9HWjmIaRg0Lh8LHuWb+br;q#GH`m8>9_Me*lr3 zL?nzs-k93XjoNZ=f=WWZlcyPO+ezXn5XVsi|Xkg&H8oI6n2)utLqkmdHs$b zhR5>!uGF~d%6<#P8^%dUbl<*x=mxq~O3cIWJi(WN9fNW}Z_PA>L6FZ<47qas>?-Ug$29*PZKCqKe{O57T80%+bs&|pYHLtcji5&toQhz4EjaUh}( z&>Q=^yAxLFRF`3EJb=*+yR!a@8>N@gm{W$+msFdSq)}$)oebw>bxm5>v1pl>d7n^5P_{)58R&!h1UI12dBLve#3MloN@@to$m#`LwTSMfBct7@rCCkI z)1mB|i0y_;}SAV+U#pUBJ^Zc~H{ z0Hdr|T37%KZuN(@=W*A`M6R0ZLwdd_Y4|uL7*YU&7s3sQt-JH?1WwH@>|1q<2^xjw z=%i|FWe2-{1MVngtUwC*N@htXr6rAxLjcfoWQ^r4 zcnOJrNQX*rJ6=ZC{G>A|GVMW$Lae5#sVNH@#W)6(L_aaDfN%^n2O6~<%c{}?L~~}@ zO<1;K^-}GiTjJ^dNsHy6X^pzS!(Qi3}2#WEdn9M3x5< zFS5u?6*pCAo#$ylAbgGKYz9NWY|Cpov1YUIJQjg-!|}TbT?i!81oQd;zE{|qVQ%(p z@;hpdUv2whejA=y*pwvFfGSP5G4tT08-7j}s!qCBPa*&0cM16N)DBjb2Jm(Ag9#An zr%~rvz;Z>pieeAaTqGd;ux}9;>NG|fOR5+YjqyOCp*x$t05SR`Km*#JD$hTdAqd`r zl_2%<{mv_e`jYM@is_j4?}L_@b|2 z!-L1z155|*fOO!2QVS{EuAXwYy8WBq^3?Wl>ws<~FDucA4(2#;$RK^!42aohS`?u; zgPeX9fNX?uQAerT)E;P4#D8pvkXSr@hVGeo!uu>I`TBnx^J;i{ajU)?vCvd7ql;S! z83FkZP&*`OA>qW6ktjo<3j{3eSEt_wbTUXy`l7S^9yGv`S^_~iFs~cQJKDeXxTl^m zl>B216qGgy6^@A9Fvsz{C%EDym4?`1AwU+VpNh%SnBshBq`xi1v=xo20$7~^L{@rQQ)1(Gci<-HW?L#V-!-{g(?p2E=h1h$LJ<&ZicE@WeV&!{-F0pFaWg!}OCYI#V#nftv7$c3w~;T1&vl7u1Yc)=sWMB7Ml*I zN+j46CyAv5n06S~aA>c;#|^)1SVX^Y?qQ#BysrIVxg?|uIONINnA!^=lcXjy6 zwWH5My7$%nI|%!g5MU5FOe0dz2L&zXX&eVm;_@?eXOKzDVy-G9RTYz(db2-PDHEBV8!f@#JnvJvYt+J1RDM1l+hKhoqH$GFFfhx(0Y)UH9gaH9#0)c*ML zY#z< z$G2PJVNlRu1xgQ{nX|Ie9`_#b8nQe&;ja11XLH@yWMa?>l5rwKlDyc@8#_Ir_{6Ri zztxR}H`6jy#JJ^G$BN~>FG{?Q(E}%eB&t4cgS_SCwXJbo6tH#@bN^&&eVjceVqAKS z!{IzWVJ|}E%q9)E&NEso&L(Px3eB1}Wy(DyU15K8mjeB{dZUKU+7h{AK|8cEItg*}$5AQX!@**U2aKNt=tfAkV>{tmA?c_@e?55!2G#ZCB(yZwp%%tln)e@2JQQ+hGJ z1f3Bj`g051`x5nU>d4mS)Msa2dw#+CRYJPS?lTS&VIQ7qxl^~k?{|YsmNT~LhP!l# z7>J!;$M3RWzpg=4W=fQ>2v2!MlAs+5VO4(Eg|xt_oNmi5TPmivdjvXIu|MdWH<|G?u^Mw zw&~_UzmRpNenfscGyWN{+AC`vMX-~^sp&DE{=tD ztX;eL9LFYg^)nh`>Oi(m!Dck2FUvTG3%QaSuH<3E@rh+14=gXkCT7Mb^3xub*il4~ncv%mi^#yROhkJ-V>q z0$Nod0gu^Otu$xZi!7y$a>jD9vXYfH`kA1|q1L|hu-!rBdFN!`s|Ca6K2K6j3#6ef z3?k|iy)>T=S)mGbr-2;*NDg44$EWZHuwu)eqp-sg-2ey^fq)oKTqg&0L159{JlbhY z${E76kho$;Q(ldfrtrKPTuczFtHz`)Y|Ge(D?a^la@FG2c!rght;b!n;QSb~Ig zq6cIWOb&r$&PO3k-RC4Ng6J?s{WEOSNCQKJG(@9RMiJ?Qsw1#T_eF~5#$VWnKR=B9 zA>S-&UV8eJ2W0}d&DGnlu8qaBC)XvW4EJU42v{mcrCorTF+R${q60Y~=Qi$&?Uy~S zJOVcwXaJGiVJI_!OH<4UjQ|1a$+i@g6ReW= z_!&=ycsZy>0!Y-2WKxg3sLnwPMxmM#G;{-yi7SG}>|Y<+aQXBTs-Zn?FK(bF4;|Ts zQyZ;g@s6J#5p)LMQz#PPyFdea3ZB3ywSj@GZ|hR4!L1i6La+dr>12p9cw#BXkXPmz)|> z+9ut9D_1I>fN;ML=h~-3s>phXcdhEeR;8u+)#*>@h>f-;>+C_~(aM$6?)*XXs90d1yw+T>93xWyAFy zu%<5mD2W~av0;6f0}xPOI1EvrKY}6uuJ=$);!q=ps4d^0ZdV^Moe8ZQ6^1bVvq>=r zb{2L{jC0Z?S^%{65k$xYj7GzOriCZjLu9%-plJz6L}9zbAV)k5EoNX)fWpTD7n}(S z?dSaKMTxzqg}$MklHXnpBXlgrdxer^fU5YxPd9q#L_vN!d@lbo^AaVTF{hA#+=q~ZB(a#J#${lR)6+8Z>E#7J zK4YFq3!#KyL$Rj{co-wT0#tLfh1|VnMUgW=ZQl8Den0FeDf19(zDVK1SKOK$m7dZY zxxIE>_-qu&Gpo-bgBuozXTsQ9z^ueV{HM1_J`X!K2LGE64kxzb*l>Re0%Y%#L+lR$ z@LJ$(PDX@8nGP+n_~x(~yf0f_gldaF%{KG8h-SU{!EAe)o?RgHPb9RscvQ}DOWdJL zsMIkPFssW-Y^&vtEJ)*8hF8)Ef{3bA32`VVG3h7vdQs-io*zH%K@Ww_owG49F-nJ? zO5XK(jjWNTt%MInJF;>bkUk#us{ugDr(KjLfkK#rICmx1%0{3YZu$n7ac)tM8Mvm@ z)Z7|c6xeO|(ASJgt9mFZ8Ld|g18|z&_0Ze=Ta|F}@6SN?$-{hYxpOPoPyX&JDH^D= zQNJ=}x!6!g!!%01Q85u#lrjq2UDo(6e*UCYY5CW{k)R5s^a%8JE!K@^RbgS_L%xpBoA#i;nCsp2;$(1-p8%;-{)*$n@-m=)UU2Iox9GI8Zp;>;E*=m|bx=Xkd5+Kw z;e$WUQ9c`)i5JKIoWzm{yQ|h4c+<_)Jt8o5)0>~g#Wbu0G~<%@8ko`~4vmezK&U$O z00e*%lEiBJps3;g-e;HKmx2ooSnbUn9TGXC*xYbYlR|tWbOHU>q{Jj31AUHM?}*wS zzD)g#Ka%&I?k-(DuCLKr!C@)>3^?K{^f9v(WM#PV^{*FCaGK+B^zh;7WA8J~6oC+K z4g;#MY1tswYPDyNFLDtg1HQp#1Ia;}E;heu+WsnPOF_+V_n|}(F0-2e`OyIe_nuT? zEKIK|8A&p7x!3d_@(4DY}c;TQ$S zPE;%;yVSdd@|UF1q?!WFo0_gof@RE#+W$VQVCCquEr=Wl%zFS|=4jVG-VAlZPFyPK zt#Ibkv`;>9eHEZKw=fS6>t%MTcHA-9))I4P3%-ie(tJ}vPkb}MRIrFNlUd8Q*Dt9= zfZT`zWCq+sNah1&AqpMRTchau0Z}K!HaM)e<_N~_r2$O{^1P_}=gL@5XZ9dNCrg2G zMM-q`4@6{X4GyqY1a&~{LQQm^*wV-w3snd89#Xb~hyc9iGw^1TXu-j-7Gks;BTEEy zF-EEAsY&&m+|umtO?lJcUVajLA-}X>+3?(D@i#|ja`{u8bHdNh0s;$gG3XKmHazQ- z`gI%|$-(PzGK8HKOS43LOLst3Y$Dc76>^_u=6dC~aYlZ3duhI(@ALfJF59X2ig@qUpsN*^BJGv{H zfxr`bhDsbrVfhPD_hh^F0WiBX59RFKRTIFFtaWJ*{Tam=tw(TE81H%w?nHLM_%87N zx#6ofihWef6Q9hpoC#kXEIKGpCXz`tx-F6OlYhegfXNIbvz*x7?BJ;93JAoZ0;M&iY!yo&{#>W19;MFyX|5DTf^TUbmZ9r?2 zRGyFAhddmp1}_<`-MhEJCNO=m{qWuQI0xd8IZ#U|-kaJ2QkG@*Qn7;Xt^?2SZ{NO= z;tZtQJ!r@Kl)E5yK5M@8D6#Fqnl_QkI*Xs@uhq^BiI7bZ(a9xOf zGl_xBbOTaoN{Y^+dkP7}u3`^T`biCa=J~Q!+XdJKl)HgcKf?`R696_!w;>-D{jg6x z)_nF!CkT#1#Ntmw$J2~|CWq^%I#>BYWLVp#9Z}7gWH5x0b)Ts~A^*l6Grv%;v-@?` zOR+vV8NK*lXdHwyWXlGqn+i!JkcNK}RNl8z0=7a@fVf5(3JO(P#!3Rx=KYsm8w4}j9` z9|!92H}R0)!AV^SwU*TGBe~cEkcNmnefCVGz3KLWX_PS|J>LuBZsrJ3^ixQrXne19 zlSg~qvPtahAAQC~7BG7NNzy@z5yj`Ik_I4z(Ln4px@Ql7)z@glMr2Mr66JeU#R+bz z*yaB|dMki$BI`cdLpXkYugVYDw(maWQ{p4S(~wJdeESxIjDYgKgh3=y&r;j>9a%jKx{r;K z>G%-x%?5f+{0t;Dq%VZBgS2A^-^*RLqQWRgUWd*o;wzbpb4A|&9Ri3ZI!(__va+(} zK*LEzdd9^W;X;&eGaFH_@TGl(MBv7tyn@2lc>ri<$mwq8a58K~smlv#&nl!en3%9| zT{ZdYC$C|n4jqvRm(lZ1YaA#X{7_a_4}Lw0)>g8^$6A^LvrV|^@&Nu3sehFvvUKSL z-=~c5n?Wq)f;YiY*RLIIqJ2K z#nuCyhr=p8Zs@7VwgMHXI`y(+y2pmz!Zb%M=r|=nGTjfBC(R_Xe?+I&88hx{J&7V?}f|jZFi&5D4VYnYy56SmO z0czu9rNP;HE$Tap;f}>1;`|t-$`p?g(i07EEyx(lN6_~r=@O0A_q9pR=%uE5-p^ki z*R4kYl?&%eyjjYy{62C)08V&fbkI}?D}!zoE^0}R_K|n_aoyeie1An>h>pN`U5>Y) zCz6m`qDCMPl&TACC>H@|kN6a5ddk9EnAo_y8SfggwBcy8JkeGYNH9K72zfthX~98?G*w*qpbbZ=#RgleBy@>50(jtaGUc zEG=7_tS$i_B1+p+(A^t-Cw)_4WV;o zZ9-LDmTB>gLLB-K?ZM68zn?`$E>=HPU1*7Wa-2DdCV->;KntMe9b2^fpm(nfI253z z>#fcS?Gzn16kuDDDFKYiPhkHOXb2akr+pKHVH=y8iu!{$W(v2f5i}pM+bXyCTdD)! zI>>5;IT3|cC^UPD4XIin31qFZxB15r3eV)hLzc*i zudDpsOP8gtNx2W~>j%2B&{V1V^$%_X`Lm-Pq^j?qxWRSqy&G-5(CEyWmS1oSk0Th< z_;du&=XrL>P-#LVJX-cqe~UaEqtTfFg5~c7_6T{l*V|0YLhj!{A!g;k2mj5 z{T6N=_6tXWCN!TxXU~SZ+v)ae3W*oT{G?m}3IZJ9y`~;!VzW_ylbwf`8n&6a`!Am$ z*Jbme0zV@YWW6ElZF~tcT}VjEU=ZL6I(Sq-d^~I-eh}edF>c0JvHk|&Sh}U&UMbT? zaiBfKvkPrgjZI107FV-4?L1E2PdL~g;5_T|$~pvQ8^~M$Uae*JSn!{JmP;+k0)|8_ z>vPw6=DV@2F@h9T`=m*j<<1Q*r1JJy@48Ka zI_jkmN3lIAVGp%7+5IvzD2|nb?8fLW^q(@67QpKZk5I>L9@d(;JBe6|Ha}I#ovzap zydMRLY$ISMXs;|YuPzr@W&iGO&ci`KNEWCVKCu^Lh}J4FbxavrIUcr9;6X0)`P2gM zGH`PV>-J+M^8%^4xNBe-M>KBlH8(96bgH36B{{f6T+PgWCVLC^7=2ALkh|y{6b+D* zfXv@lTFb%f0H>l<5){$$63#==FW}j+!?Xhj;pTs4p}c_oYo)1$QS`BIR+g3)*uFoJ zTlBz&)&j)=`(S-}IXlijx8eR}*p}SOuk#!9@5Ib0LMq+=AVEgX{Iy`g#j$k{0{ek? z+2Ei&4~;vx%vfsA_F3@q#fyhNt=XHR_}W5JQSAc|n1QfLnS!vxM$9n%AO#c=!!@g{ z9Y0FN1ykwp6FLoDut6}8_QQ$FcjpGFkjVe|~9gB8X!=*|h)xEZ`fD`-Z%8 z0*IkcCTeUdfD*`Rh`cyppmIDaYCgH_s#5i^QPb#le_~plLlII(M5Y28OI`c4}z#qhA)0eD|8V5B}ml!EkYKF zm#$so1!p?#-se0uRzQ+M?}eDigW^v5!S4ndBf!ia?ov+u zo+bUo>nu|~oF3>6_;U^m|8TEnC@q1h9-p2v36wK*j zagp)P^|)Y5JV@)>ICe6|0&dz&<=>@bD*xK+QuL0e17@YE2y}KLgL{B#70^hCd&hO; zHB@<`+3+C{h##11kKjTR0P*LMZV9uW6eRTlM7!zv%L#36Q>ezpvc843k%+XN{G2X1 zZ8&_WzC^2sAKoG8!9^f-G;pM#V{lx`OuGnU&}dKtRts_%-QyAgt-0vU1jG7(OzpPV zf>dYwvbFVDhoO!+C*i^W;;(t4D^lD4-l!4N*WM8TP>{J$CWOlhKy;W7<`>WZ9{MrJ zi7(>%qS?4nQ%=TZ&EiVI7a@m*J$qurx9?1q#mqA1FnYCQ^G=@LyoO~#q%SaT#$@C< zZ?~Ra@O>Zi?7!#%YI%vnZ&obpM)af%2`GE{%iX00{|iovMnk=R-sKYl2MZErOrAu; zn$X^mFu1I@Bq4kL^>bK@(8KSnxWk4b#&o=h`DTKr*c@|os{+qwd%fC^01qX-xS)$+V_gRTxsQYlBQDYnr_&XULa7SMu$*GX{gwJ9 zXGwlB5IE5b{BrhP^IPyk#q$#VQ;Y?nUYox7hV}I=6R63r^~TDe>@&&B#ey6zO3mi# zGksyY5$^b~pffOl_;HmE4Wd13w`g6WWsnbzl@%Abu}n+?!wYwR-J5<}acE_2J*IZ+&2k~trT*N&q7^B28zUN) z;tYvGT%G8nb%PNg8a9LCN!O@b}G>EXMHa4^kMf`n%mZpzf$&wlU?%8}$>Q z9fPXl6n(9y5q`+8QnL|l64)R!zzFlt;V&KCA}?lc?JK8=tEV^XYH_w8cH;1vii%Vf z2d^$n_Njs+o)Av)_e9YvaqhqEl9;0?2i-va%q!bqZMYUPv)z4!+oEQ15j+AG4fNg8r*jO(sw}4bs$u zktYm`4G-%4x%&yp0Y=8GCl&}<2H{m;;i(r1DsdpFt(?>5p?Phy;CP=uOJ!cdZo^$! zV0qvGCBuB$wcb6=unJ=X)O-QDso5?AB2)dOXYk35FDUkqA?HBMH`3D5a+Eo9db0)G z0H;sx{c|-odqk{NW6Kt9kX{==LsG;b=>~;R8j9YB^X0w{;^bT@#1Z| z%QyV8CH*)g*mb&?1lkfuDjFZtKP=JgMgfhs7*F^Ls2UKtpNuK-$%k2u))^l1rd~hT z=QXkxLV`RN0(y*oJ#UlR3_GtEk7uH_4kO4pd=m`@R;FdlJ8^yKKBpkA@xPvdzXsau z&xP^E2|`3mMjFIoJUi?tFMx%WD-{N#-M1IWCwT;s-uM({Go-8Mm} z;TEMM7P_l{OTQu>k#6lvOq-^O$}=t{?m&FN$xW_#h>w81X|c00sNdvJmINTrL<vtw$C!2<(4>@bht|Bx)$#@p7FjUEYdh|$W&(a!h4D*mc=aOX&vG$U39VO>B^O> zpLYCm>-p&|-|G3ib#>D1=k9&Ku2yp%ua%hEiwkp=g|S7ql~DN#`kpvXrI zav0ySYOH`@hmLs(7S|%RSQpjZk{#n&Z?LlssJdn8GgZqFCF#XoSZnoy@YX=W+2J@RMMVOvBqkBNLRl26|6X>2;UVjNJx&=Gl3kGFZ~a_y|HUw zpb~UJcUdQ#mr&lmygv5(00t0w(S7oa6y5qZr_b%3c@pa?wD(HeeU9s>1w4BMquR09 zpV+NwaCOgS&7!vVi|%&!c=m8R@S>W8zvxUzEbn|(;g2k=8X z04~;bofq}rpK|1AhbYG>1^v>E7~aT4S6OcObx!U*Jd{7{>*(louEOJ}!w>zhOb!*K z8Z$l1qUQ!jyc1v;nKe?}mA0?abs-MREE#UMxzJXh77hR!rbl0}mdXxH58i?ib&QIa zvysj^SV*E~GU{;LY3k^Yg2I&U?xepf$a*r~%P_4z^YhlFAs~I}*2{RD{GxYqKf}P7 zXijLMOGo0Nl3$z3%ggJ9c9@!`(+|+-IAN*OBp0j}-tr=X+tADPt6pO_y{MTRFM?u< z8r+pfzTZxDIQSK6u68`SyQ70mtPe2mnpzQDC-vHV#Ra>JIc(mn*R9^V$tC602CU4$ z^XFe7=X7}{+wg5?>2Mg~YMNTxw$&f&E>0T5&>EYj+zcoTlK_zw#=Y6J?7tr0VSeq& z6)o4ENE&unSz(Vv@4%P!*?CP2t*jsm8gNJNU|5p!kB77P2ImLFg1B#wzpxIgT!r`T z=yoUFGqF~e0|#=rkN)mB!CH4=RVT8A&AbNcwKO$rk*f`W>Xtwv5sXwjCCcHhCV-dl zM!TbyVYnapio&J2vL@^KLcf*IH%@b()%xK%YwaESnjPD4STI0_t)ya>YPS8+j%bT* zGPe6Ww3Mp`7Ya{2H@|ur<9WPlX`gZS{xfEe=LN)?kGAimX07~%+D%4@O`tDrvH|}VE%8n@l;46#M83N|vZl5s|i|ZD1?*j6rDc5GM?_7+b z0Z2<_XR_2cOR2L~?IWz(NZU+Zq?%YgE>)6wV#>;9!TWQJUAl{h+SiZ$x&Q_$7HPSd znAj862QL2i1HWX)EZ0;E;Hd>ve+0tocbG46UG*$Tto65c~T^E;YE)CHP@yNR%n8v9v#dp4QsS}1s}#V^oARV9gvQw11w%Rrqg^Djdz-Qh_=P`Y%vyC<4sGu zhPRDf7HE3;i;oje#m;Rz8#eyBi156hNZ4F}yzLZNI$EPPt?g^nq099)^#BOICB9;_ z=1~$s#Q1Ht{@~+VLH|Zf&kNNYEs>x@w)DQW_{=C>{~I4m>@kPxI6Vf>OE0^{k`fX^ zd5crHcV2rO2JMKjCRn2kCm(O`5)^_NXam49Bh>gM02aR4Uw+@*#GE@N8nE9g4-fz5 zb-Y8=GplWIi$F=K54qGoQl+Tco<*$Ipxy*W$6KqnCG*30A}}ye&%z=Wu6rq9Tz0-T zf0y0>8J*VV%{2ffI^J@;A7v}zXPx%eMXYarRmekd!GbKfcY&tYMul9DWs-`^OM%v_ z@-sIVSN}7)57rl0@-!>)y9LDm2CiL#Uey0OXz5(7Q0zY~gLuN=5*K z>w$TOhKDDC*ZBs!gq;{}0`XcFs^!;a=KA{jVe7kgD{%WdPp-H@JEN?r{@|+)lq$9; zUXAk)$AW7R4XF@@pbXj)K$?bJQ>Pj_IAl6GIfbIRBduQi!OGb)XU1^~xv9`CadXSx z;c@}vP@(QRlKd1FJAAWd?dbfYA>_WXyQuFx^7ll1I6`S%m-E<<3qEx?^W&lpl^8*F zemiZei`sKgw)H@D|LAeM&0rldH9u?PdCK_n_q!(p{;~nEJpBE3^&J!$I73ojtinC2 zM^Yh+;#O_aBHKzI*yHZ`R55n%?Klp35x^$-9gH9g>;-mLsq zFj!<+Yn(x~&!rpt3d(VI4V-VC&6Je28D-hd6cXyHy_a7E#?S_Q4ix+maLT?qwF0S) z0!V3L`QN@%$`svIku}sLT8+Bv=Nk$=sShn#L}#F{LTY%-cS*4L87PFS&~O90gclGu zTwT`yAV2InGG%{ zOMZ!!XKEXPD>9T%8$h<)-|RO{D;OkQS8wiwp5&|y)JWHlWzC;!E&1~b=d-lHAn;iDzcGXk(r29JaN5?sEw7MkWPz_ePy zT?MT|%7d@>@%B$)^8E_cdd>5!Y)5WQ=v3Mr(-?oBul8+$&!Z_6%j^3ZV}1j;(+oz6 z6c!!5yVJ47j|NC)eELMf=q*q>=^()ck|qmDI-dSEe6N9bc8mkQyixG>R+F6eJ()rR zHI*N$H?U%SL^X%yfu$ot@OK0_xno)eTXUPzGOUM~smCKYS3^iZ}Kfxnqhvu%6-`Cj^h*e7VbazF-R-#CbWAiO;# z`{@erAKXieCp7=~_vQTZf}x-`WkCpGeRh5*Exlg?6iZ^!qS#6&Sm>uX6tv6%s;Ouq z%hXA@2JF|=su0&_h3PW;t5YlS;C5`^e*V2jha~b;{WpiCBl?lsCf(1)4*W)mB7~>| zc#;bA2J>A{?bmE?TBCDes?81erfTs33Ys;|cq4TAaZR3FljS{-W^6SqezMmjJP^X3Sws@4rM&Hbu;5{nD-p_;a}= zzg}o|kxs;EEbyw!j6H#Rr&eP@nD9I2YGwKoE?-j?MKosMRw?Ed@^UuGLR3bIOuQ_-!hJ7hS~*YDp;$VuCQL<&`PF;+z+W{tr@j6{CR z6ctT^AqGsuFhr`#aP+x2EN9j}xP~2<9uWIG?s}^eQdWj>TNCo}d)ze_9Xz5QwbT`7 z5D0{CBqZb)i1-dUyKc^1CMH!|6_s88b}tr3j}0pb^F|t?4Juyrx~Cr2h}{z#wx43C z^@3-A>rPs4wqO%Iubv4mLLO#Opx#E|kN67O4;MH93};SdgbT*5eVOH6-acDz)me^V z#XotPw0Kk=q=m;^jfzS`5ZA#$^J=HLm&k*a`{xFrdo&|Bc;+>Hzja7mHM^!&WZ6G6 ztZY*)UMp>?{2+2|-wYb)%`k7vE!DCz4AbZ#Rx1xB<7o2exyPA<^MIX$qdodqSM7o8 zUWuS+lHpF0nL3jZ|8er-RnK&lU+Mw7-(I}&)LH$xCl6~a&#y1gaEFNjZu%vVJc)Rg zPge3E61;P&l8lr&80-xkK;gG9C-b}~^rD^fwvE1TIOP9SFQ+`MtQh;&=TG1D0ZPIF zV|g`tRDj`u8aCtz(pL#3rMH&nCi%W`L#97P48g3s<%o{=M}PkP$k}r3O_TuvMnZp& z!l|n=m(ADg-$$OQn-trCrHmo~_vIRVN1)%8@DB*Mn`+PKNc=4deLL1FM>Jrs$U-#; zUEx6-?;c++X~26#@txyiLE{q70xm8toApzeI<~){M_CT889J*vNX(8Pf%WRG5Dg3p z3Td=61h7No4@3&qK<|x9y^FD&O&hJ4!?rjD#~P#6=#g6|v==FbmX?+RJE!#j8s@-` zVX$2q1e6jhR%j#HuS2_X9kk(8yuE=xpTrxUvd0CAi0$9Hp4ERDJGGa!6h5QO-(gs| z3-b=)ewdEavJLE_M8?zpKDC5;n~V!K^ZoxOw1H736WoMQF|PR#EnYKrm1rpPz3(bwl+@P7`;2xhZ<6`Q74nlTt%fGhe`uGG=FlR<=K5#B=^; zIQ!)yojmh--*raEf73+25vJqqHXU!i+6yVx|2@!{A^J(|KR@B<>zVtXpXgMW+{IH7 zd}p2Pb&9l%rpqpkUpK;cJKfbo>9c;cO?!JdXH7mzfh{jGlp{M%UEMM)JvxDPNsl9V z5Y?A`!=N_&ZBl3(LN%4l8{h zAxbq4Y83VYfjZYY@5|r25p&D&uEsAX^oHGq6pAXdZ}>LBr9S064mrjH_qkVC1F?gD zMhMgwUjl9Biy(zHZ^l9O)jK4unF>p8l=gly7uu8`KJpg;#_X}{>mz(zwYMBqz5?OeOG*9y}B{I0eZBZK=?8q zt7~Wg6(h8+M>=|Dut8%Af({9i97s911!XrFW(9bKxomto<;wztnQCg^XI)g8io4p z4mvl1QW`;l9WIP|XgjDpNzWl}pqhM$tWq@KXrRW*ywiJQ@+KfYa;lW*R(42q89p4c5Tc)%nI(!)5AGiP@LJqWxKs5)^Eau z2{M58v%PQ+UWRC|Gg>1&U*+@XDT^8t_i+d978GPS_?|jEq*&n|t|e}NXx0~P*2SpdS%5E1hBzz*GGRK#0gs!v z!SG~QOj=qGxC77~ywY{Ex4mudpMJ~BPTUfwEHzjOSaWvFZzL7TAf*v4^}yq%DQAL4 z)7rAd8OWQGujt7yU-q$UDVikkui0ZqDAkibZ z?(NeZs@dCsi?Od=TW8El*P0JVd1*B6PaXZ(kD}QIdM=4H_U5J0bH<@YCKK1;SBMuf)==eO!PhH z{{UEeNZVSFF{49cOyO$&K-Eu}+<05#Yd)_eZ*QB^qA zKcXWhP?_QVO*fs=U2Zt#-mlV~qa~{^1=i;`O=^7RI z8|N-jYkKJ%x^q{04CBMwH79Y(#Kn9)plannpTHfgwKQ3QUg-yAsD&cs})s@vXkS zeIHkQ^!0V~HLTbBajST?^{T=YauQ8+hZQva~{t&;+52Vu48N%Ju|U<`enA5f5NwY&G8tp0pV5H zeuPmvnRIf0)D&IG{_id*bCN64ABGC3Il1Et%SilCQO=vp6a|4afEXXuWOwSz`a-yn z8J3Q`>y|-_IA!VR4(FOOh2kkh1VsYj1qvSh$wF?;Z1hXeU+s;zlR(B90Hn5`S2n-k z*r&`x(kl!Ls=sT1pK8DQT(Tz6OhZuo_THU|*-qRYDe6qK7rrkl>0}geZOA<`6)cN~ z+taf8F}bk=KSOX3PRIsKQf*LRL}GZ>rVBzDP^lV-)5tmWQFTNuqXS654bCZNM>q4A{`7}W&;VK}+rcQF4J1*T?t5rbHY|I7%vD{h9DGR(qrE19ET;5Q{-wE&K!(R%RNxA29KiT$@@hO z;Z2txNgQGJe9mr(B{T(zsioEBKe8|OOD_YzgS#6hAsZ1I8QC6a(@{=oFOW0}S?HCw zY#f9#5z?B?04*w?JW1|p_JMvB(2h6;M?>R(xwN#eFX7hr32!SxRI?v`f5kK>JC40h zRi3wA-ZaxZ>9X;_lbgmDSn0}PoIh|x-sk^;_d!pj#q03f$~VbAlRSNHnRg%kd zxZOX2_ssYQ-8wyas=n#idE;QavE{EEN0;ykeg7>m1kk!}nV2@rSFw)6^oO@+3qv*9 zjs`snd@duMc@4$>^_co{b*hjOPy!s-7?_@TKer>ZaC?9S7P&aSD*-@|V&4Jlm4V&@ zv%5zeEz%@X9cG?w_lRWM=}hEa`G;uWHY&=eFPzgeHY_n)y=PjxK{yV33&d~U)o3w2rnpA*+5P(U>mW!x_>${4 z4iaf}oKvWVQWz+Nm3zu2N*(;xg4QjQ6|G@f$I{@;a0eh1Zb^#WU%$;z)7X{v|nbxl+jv6bNo<}-8IAz+@n*K}5GG6aR@+Km}z6pJU-QU~ZiAzdugVCc+ZJa+!HM87zxu*K4q`)mmgvz6@ z0;qpFxPXIDmGi#YUACKGyag2pT$J*jL?rH1p%g^L%Sl0Oe!!yJ1?@vdcGKQR7wzt) z@(hn#s|h4-0{FC@0T$NynQz@bz!zvbOay-15pf`TS<`NCeT4j~tE(d*b4+{Nvl$2s zYUfvX>pYdm$|Dr~EmiiEazfo>=!34-E|2_aH+r&z0I29^P^K>CDQC zYNl@uus0Ls#6qdq?_~GsTDI1G({L6Bc&6{Kyb7|3E z&a2D_Kh0n<@@kFYcly>+!Nj~j7sDenlQ_{MzyYHFnJK=0*7z@~4m9X;2+X1a^?{!#%~Q-#bfrnO>rHTm z>(So{Gg~k3TfwRkd_`k5=Jn{|(|q1VW^}e#<$1g9srt)8qM&?P6VKzeNSnK&l`CD` zF>VJ7X=AkM)6OROf7u{7VF0zvuaQ-b{J07M&Vbz$cR$>rCVksvqVF-wmN_p|b5oxb(H-f2uDdvFgU7i>B`f z`~P{SrKD3WIl=dlAKq#uVXe}_X5w<87jPq^KOS*7j!S6QiQp@g4hu8crA>e7kG~Wn zP}OGdnzn)&8TDEA3?7NnlU~7yu=kpo+b-4D^j?b?s9Vffn@+CupKP4P}-Lj!?ezka?JgQ`6+<6SfsQ__|SU8m=k-|Zm)?>$v)61MERYM-`xNO z1Bb(TEC2IhY+%@$Hs(#yIW_0}sU3JLnX^+SE)nz=d9-)U!TY{XJZxq#GE$Q)%bqDo z3a>7dW!y?mH>;EnbmI)l|8t3J+EItS8cdHY{^H!*XHe;QL?vZm}YEF5%7ul}dVQ#jvW2*)hHFJ!g`N>f#K}ODxhF*ol zAG7)Oe5?JID#QO?Dtq!}nYDOMGOXt`e5}`qzJc_|du);GvQH&m`2Mjgkx_{+tFet? zV?jSaAJS5M4vHcB#(E3`+axm``z82@i<|GKL)IBN>%VlkuF7B)(q)#DD^(`405|+L zbE<2R5^JB8_{KJ=ud7|S z=rMy%oq0l9M;p&YbZo3KV<>ugo#=-ah2QgpSy9n*+JH^?WefF52*?}}WNNMeU`ZZ1l7BemzhEqs zjU@Vrv0+y?e5SRv7CE@V{*2#0EmuX&{!j5C=O#E9U`v{a2`92SKXE@9`L9=Pb6;AQyDAF>KtwD}!mn)i_ivJi%?3S-<=y3%n$~IQK=tGQY{%9qV_?mBz$iZVC=dDD9 ztS>6qee}?DvI<*dBtGi*J@^X`y&o>-R1-V%{&Wma-SI+HOF(!E96EIcZ0J4Qx3|tg zN)SIa%;=WH4%B7?yC2_P(3v&FOk=%dElDMWe?@HduvXcktaMX^wqQ-KVExc5!=xuR z*1w)V^~n1C((Ca*tZE}&q$r0o<_BWT_QMA@XWAIEtq;-68=TDAaoKr~2c4Q;WOo!# z)mVK9+qWP{eS1AF?PLtkT4KzL?}}(dc^5TreJKHOTjjwMiRGC?PS0O`JR4M$#8bw3 z^SpF3GmhspT`&t3Hv4cR;=%O|cykpsF0R8}j#Zafe?1csv4^c+Y~oQI{L90phK(%k z+Z*=aCP6g50kX-q$vav&T)ESR6s~@3ZGCME|Dki(OoA*x=eEh1w{`N?rSCO47;QO= zJqZt-H}877blcqNMp-UvqgL;*FIl`+$8l6qL4RqcPr`k_ zPV*`EA`~1hbT#YyPCHmxI?4#F$DdCekBfENJncf?J&5OY;WhBI%fjtj;W~I!yew*- z2X7hY^w8rre^*4;1W79_g4%~yw%7krbXXN7vnnwJyIid1%*SWX>uRU72{A>NDh^w% zSy-3$KkM*Q;oq3yL8W%d>K(Y{VgFrf|1;mAGgX0ACcCLf9JNH5{OeZD-Zjf`@t^h` zTUN98D*!TpmB$vA_`arbyYh6uoUj`ksWaT?Gwz35@k7)D|<8nsElv+o`0Tt@LpFN*Ux+i z4l_x%RFuA>teo`71sudA%b#<{pOaf+>V3QJsf)njjwyS;Pw_R;*TApk7S5srdq4rYNvtB~Sd|gPM!bg9&T0Fc8hps^cG5y<^9f zjPvDosj|&;W*f=2jPA!loigBwGeq3Ncx#451Z$@YS^k{l8t`T2gBo*eQeT_3Gp(v5 zvIUHTug2aqhkM#g3#$v2l{F}{fBy45$PdO^e{!XDKVfqf)%*4I zH~Qv|jm6L%50#TxRsM1OKtAVY@24fzar(XI&$AC&jj{K&&v#WQRxzGJw|B?u5_44W zId#vr4*s|exQQzANzUAN_BPZiTyO2Y_&t4bT5OBrYBOhPrf2UYOBrKeruL8t?y8s+86Ebl9)!3y{b)g#*E3(K}Dg`6KYY0I`M^TFJdx zYHiI97OXFJt#!2Ht%~=LAoFj8UjR`sv>1W%@W{(;azJCZMWUwg9xD7`Al`J>#a0rI zN5_r1j=Ae?zN~d1Pw4HflyNe=M})EnSw$DGTR6K{E`0Is8N=lDHO4l;iZu-u5p-rfsoE&vAKH(TeGW_d-Ee@j{1LxL|6f>@D`7)Bv*wedCd& zY-HmkPVr114Ocley@TCHJ?&Pw%1vaHPE=1V&U}vINfxDp<_jom(v+5>l%(n(qn|*W zCV~n*2u&|>O-~Y4A(_I?cFRICa>KHv(4NCCs4)QPobFHz0@m^X+4m3?3PHn@Ym7g*=% z=5LQF+%;7zO4HE*t*_t>=cKzR#p}_03?JZc(7kwkJ|~AhxW%NpBg7NFot>#sG2fL~ zih$S0wo6R=dYOf8=c^hz#QrT+uN5EGT=w{R72hsM1s49>_5cyL2fQ0-%HNcd&Vxc+tjiXh_a-`eN0P;}mUmy!4Kejg=W({g)PABA-{d!0<}0E=W$d%(VQ zAOL$8n}_RAaQt)F+9xnJ+C^%uWVfkI+TzX09ghQ{@X~xLN*S9_AS8=Kn7Ei*xjX+ zrkKfPm~`-PRE$~qk9VwR4TrP4Z7^iEJ;K7`?n{JsISy4YgQW1HWbhEeXEYYe{CwI zoz|w5cNHhRL|yYYj2@vdy4&1!v%T@8_UJ2{w+Yl0ESCWUWDK%5_>QDx6n(kF%k5jCg|6%Xx(%#@Tyc7NQj)B%;s0cfXX3EYpRRS%W{gfVP;XBs6knyp-0 z`YT)uazaxDkcJ6_zbs%kzSWTom}pwXnt+6mR_^|l0-Tc>~~ly8$y?dg>(ZVG%@hc0DFk3r51d+$H{p`K6?C@ zOtbqg=wue&SFNQKGai~0%|0MPOF7JAesWk952}=`ixM8E$(44R9Z1MMW&f(ZS;a?r zq}JQ3Xz0q0mWTlX=AYKv-C_?`k1IRMZp%KrXw{TnkIL$OQBsz7W1gQ{%jaRm(ty>> zPlXfGN`IRTls?2{#`5Y_=id3AJvN3^F1PUg1~WC(&uJx*?94f#4fBNVQ4Zz(q#)s) zC{;lt2-(ZVINSoo*W0?pl&7COxC-@J%A0Ocgwr#tu7v`sJ3hxb>@maGwB8PJzvs+i zdFwy2d3fx)vKvR9Z4*&yvO$17TW@~VdRCd$;1Rid&e4gIR?p^rFu_@#g7Y~?QqsiT zznqJ!rvY~(a;5J_0McBOEc3%4evR577}Z`a7m%i5O~Wx_HsORnB0Qp6+z^6fG5xKo zWYeYC&Nlfl)gJ)L+KYLa=Ag-yhv&PNhI~JO?gGAvKk7f8KV^s4{)}!>lr}Kc8{PDpLpd zFL9(-C97Zl=TA0_7lV&1?w4&oRjStB1T?`_j*SuEJt5sLIKGwyF8nRqyR7t^HM_S> z^vzo$7QcIZ0mb|{bKzWX@}k$#gYRV+x7B#rIC0AeB%uIDaZc&H2G0Ybw~|laZ5zKb zkB`qUn)1=(SU1V|Y2@mXypsP@+Ly=GxVCLCvrU%On+ zypHockK;Jcc!b9=+O+77t>d0X=F^!-=MBb;Sh;l@OWKh89(g6Ms<2t-ywdDtSQ8v+ zl^r`hc{>t&##ooO6DhAdme~nh0KfjW{A@xbuY>K5usC*YHjO2kbtRp7JtD_`*Z}gIWZ`E#1 z>56dgq5G4Wa`Y!%vnZCD`g@>X-j~~1yG=h@LufI&Ym}Yl3WK*;(@*u`u5P>|@`Cq2 ziz&s?;yl3)Z#m)QAn1SP@Nkq;3@TykifJ@aEIysAZ95SS2qBoGM)|sOw#|;|mIWox z%+JB_{GumLFMoM9{cB66e=SzxpAySl{-CC7%P-9clxejzse4T}_hjZLLLB<=4LRHY zy#q&E-C|r8nz3i8pctoJF^{rwcc^^NN5Xcu@|~NMpRjcWVW7v5XZL>Z(A)c#yp_p& zgOW~JYe&YkaEnI!B4d_Q^e@K-ALcSwMegk%tPE*oWZG{bcey)nw5e^nbTmG;f}*c{ zPTr1iQ~$!|R^7IP2*$oDrJJeQp{{^j#icACg_@<|2c$gp8aa0-+TAh}pZ%;^d(AZ2 zyapwUeb2C2V<#Rg;5_A|Rabp%Y;hw&O>fy6!GxSt zKO{7n-6PwiW>#$z)t8znCD16PvwW^>qX0!<<}UsSu3Bf7X=F|p)2xZD{A`*u>LtJ) zI56Fv&{=63qV?jYD5sC_et-_cSony7{m7n~l=-a0mth)NhDuD1dEwz5)1n=(^sXDB zh;I*S`6w#0;hm-;$1SMEW@bsPQTSQhcjiAQ4}O^=uJQvL{ZP8Y-k{tE?ORXCWH7tt zfNN{bx2G-A>Vq*xdD7w`;hCEhI$aL^v_K=Wlu!(^J1qx=Y$#pK1aUU)|>9r zegEEF14^-Q$AO{K)3vp)=6~amsKkHakO~{^E%_-Hl%2hZMHjhxoxj$vCim>o?TDMl zhF$hg_l5&aY8O%xg?H8O<(AbF(_g!dMeL%H7Y^@;J`#(LwvyrT=jl2qQ2E#t;v88L z?tcwCnhKrUts0r%Ks_azki6#u!bTZ3W?|D=T49z2CD4C9ORW@y(PVETGji&xxq~I) zywLZenq^7fV;xv!m~{c_v}(r+`A zS2>XBW_&laxC|IRXWz+6recaBr zTNptyiM;WWa6!etxmJ3-ykTX}l*#?MO^}YayxlQ$lHOF=WBDH48K1p>7G+0ZY~v;G zWBbnBB2-ZkQEdLlJ+)74+Os{6cl`|CZ}UHm?v+rf`(`9gpFqJ&r#XE4gF6j-J>#D{ zRHA<4p|@-<#hLdnT?gyw;ta)ibIbLlbt(3~;lfemS8DEjE989ci1~jNZ1_-P>f5RB z^c$COGkow*`8O-42{&F0oY2zh4{$dx&YO2)^rZ-?(U!AkQJjT#hy<1u6x?C9P$xU@ z(<_H?6(mqe)+u-Ate3Xb&i~m*pt^ASHCJ;v6>r0b!;JI|e=t{4-aeeqvOoqzqRp)z zyKiL4RP`>5CQCMwRMICuIXU7zywSU8>eo1>SMe_O*(_q7le3q*Ti&&`)6)|Clpdkj?ZPCIh6Sx8GT$dk99N3~q-)vTQ_YU1kiEUjPUWhJ?^^L%p6ffpK2YGqWQMULm zt{y)&9l^_rRc~?{u1sg&l=M|60^4)&Xr znd9Lpk!e^~L9snz(@P|9bcKjeZ0CAk@>pqFEpj45kut&pYL3&3TeLm$t_vs2h-|jO zhJ`;ri&tuTfj8fi=eEJkMpe6em=(DqCnxv5_XZM)K`Vt$d*FMo4KoA(=^Ta(M9XqawfAoYeZh#$P=hrR1&3dEt(UEQZi%kkX3q~>O*Ie2&$MQE@7jlqn732jS%P6T{zQox!v z_BC^H$-*p-WRUy|hZ^i{*hCBsTHMQHnH>R>?E!{njm`nWr1hh(zV6(tm9>wp3Tx!@ zjvOkCSws0CbaydpgI-J(1SV;4&H%lIsvvSZJY1A|IV2=)#Xfe<$v6~>x^YJ!D$*{b zKT<)Ipl~GBwz2xw)?FP^#hHuJd#6_%e)^{U`~XNlBwsB2{zjQD!aUWYMy&)#?MT}h z_7KW^HSWBrbMf#4M^~SalRSDjSiICNdC0dC5bBuDh9-sL%;xsI$<4pap~SErSO)(f z^b0%&h=fcTA1_PVsjB@Xw^UpHk=qM`Yi7#i--Rg&`K-~$vdV%qv6H4OZ*rN7=I7k} zFDVQWX=lw)FuvZi&?D`!%1?N`vwH^U=Jm06PzocRedx-nwp6HCdGb?n4e)<;JSw++ zd#yr9s)jiZ#E{2IhsN|)b}_d^lDNI&*J*s1=+R_#r2ji&9x2?S7F{X#@B6~le>;}H zC<;U1g1(2hBA8&%n}UJ5j|K|8A_^W|S7eHucQ`OWY}AS%M(~(glc2@!7C@yj>bc&x z?Kw59^Z5+rWYDWAl+{^}hJU#Hb58UqiBR+(7i`;z2^!sySuTpmcWylwUs<0*=tWJi z1YmqC73`H>vtor|t4d^fMMb125!zHq`{u0^WpB+M=`2!PyC{-KoqoUD;B(jUAI_d} z*I80bX&xW<^@*KP%!^OyZ(`PVX2FVsP?CoFTQUTl^6ot?BC=1~R+JJThMKBOd(@l^ zZGbTiJ75EmqQe9sZJ;2x7v@?X3`e7+@@M8#b*GIpP39&YNfCFqn?=4^tpqyYtg$kM zqW5N?sEI0So;3B=y17d8(A>beAL+a5SK2LLxA+f77mf8PyW<`?9Qk*Oi9DBLa@thT zT#m`PYBk5Fv$RI{BH?5dn{55Oqyx~=WB<4q^(Vgj65QWgxs5_eJ}%D_H=wgz%>nF5 zqG^QFj2k}1s4fz;VN9nXOf-Ie{*@ZtC?yk-GX$tatf#x{?a`F~JNg0#>54%L$BsVvDF>KW_bB`>lGon>Sudr5~_nNfwI z)P%}xAKW+GzMA|uZOX|RDN4JIHOoDZ*W^0^=+0*?8U@jWNLU^<`)Ct-7Z@IK5Gx*p z(6b6_Mgb0hkyWIy2U$U$s3?~qU+sE)zMFadk(RdH1e@Bw--+zZ9LPio?+>+mqSzT9 zA0K?6K2esSy`Mj5E##HlsL{bC5+wW3-gKqbMI@y*K2@r|ZE~nFwhh7eTW488au#e1 zNfEx(YTf$voG0_vRQVp!5g(f=O%_9YmCbxNM{V_L(T&CVdu46Q2?P$!;x1EE0(sAh zR8@cbWt-SZ=SL5fsuxloF5XpNJ~3i&edrG9PJQ6POJWEP?YBc62b9)sLm5i38W4%+ z?nBE}x8J94=IZQ)+S1p){Ru|MF>U_%#uiGf-R!nK9~wN)-f}gVO|E91`TL>^25ml` z^OIbgzGWWpSo}n!O2H5m)-JOR({Bq_rJ>nD@5<|vPj3-&j`KCE_g?wN|6WmY{*Q{% ztVc^Ieya^O_$*~VGl#Ror0iD1$un2yeBv&jeVblXC>uFVWx7fyssFbS>Cm#s3a5$D zTE*!_Pf1X*QT_Dw17-i3`Z!%}-5C_Ki}z|RVw1&UQ^kUKHk4i=NBIbUH~%b3vWEVU zb7~k5W#`0ERV&I)BVdfwJVLD5>3{6+A2>Ak&E!7WOPpXBbgbRzn|NoYrmyal%7OW~ zM}ebHd`c;SuR;HLA&n(xi4=-^S1;!+E)T*yL3^Vh1dr?;Zo zI@alf+9%5c0#n4q4wfCAh4USA)Q)GHiidsg-i8Osi>rNOzPa-Gx)d!fyfCV&>X`99 zgDbCeH<#7%LF>jkmbnpOx@rH6K%bI^xgvyNo^?3QZh4PcahjAU5s}m4QQbH6U8Ira z4^pcb6(SZ-SM35&t`+jGrkBv&gikSU;1OuRaNl!Fa@#MpmB%u7sA!>q$cubv<3EN9 zUh3%y-Of_x=es+U%(QD;4>K0kE~5y{?cYecr4)U1J;{FqUFNgMe<|Ub`e2?xU?6l3 zXB7Ul$#yGD{{_S%@|T^8vu(IPU_o?3{_@{=52TuPXrpX~ni-N3SgxA*Ho~2YQ#@;N zBI^F&ZW)66w-OR;s08LZq_vNLSV^22Z{d7uss#QZd%qT}I?k`fZ~u%)-%Cl7YGU}AO5dIg1QxO%7M zOn~BD3KF%|K6zZH$;ro}Wcm{CTaEtK9{T5^R0qu5ECtOo1e87Fx=GaD1!z3k^$r+F zVJPv!-}HKR?RDR*ESOP08L7@VV^aXVBAL(|9BJWGmTvz<)if%*mNtf4jznq~S~c5o zd8=i%!QtSbqdvy{GS`;D!bldkL83?5dm#R3=AmG4C;35bP6zgYWh1 z@hzb2I~ejpTuh8ggN#j*_cdv@kw=WCrX6rHr^e!xRpuelB-YVd=bxX0IYG2|c!)6b z#hTL?-7i&t(R=3q3&kDv4>{64#A+vyx5}pnT{cl_t%a{+#F!(Sw5w|s-d=&Q(HM6# zLKL2Rxh$)J@83z|Q+4pIrq9PeH{<|%wY9Y=SZ^uR*w6i1pjy)6(S0_~zdKf`R&Bnw zk6QaFCRLd{X+iPt18eX44@Iesf7JvLR~wcwyVG9SVrn-{2?~9Jb0MG2OTTXM8O=+g z83lxM0}I`Mf>X;XFMoe3V2o|&+g))-F%F)LMNe~y%oD8H>L7c|4=?es-E_dzRvYWt zLal`G!J~XVcrbp7jF*1A{NuhZ1!;X*~BxuczXAQd|PC zd&Q{WE~lT2k0dl$qIkvQBiv~4#EEi%?BO3jj3)2aVA;{pNrK8$2mjWPZ5v9+&rnL( zqp3^;go0`pY@I)2r!-{bVuaf$V&`PCDL8_Zyo0@j9ciV;8*feY~RO@K4S3Ft_=&||ys34>B4 z#+x6VvXlbB8Wwn@|2hbF1JZxh^%wU%T}yWeHglIMzm2bh@y++)c-FaQYGiN3i>=3gCqqj;^tAezH-H^b7WfTLD2O$m^`ii3_R%m4g+tU8@QtX2TKt6P52T3; z+VjoOEEUDbsJeR|`A5vtZH!(W&t`b^CX?p`CiS~$&*mgRJVU6HJfg>7T2w=vERe#H zOSe#1dQ&-F4AH`laRW=b2F@~ZL?wU=U%<=j-qG0XW6Ai0TQ-^cm%XV;vkxvX|3(O> zXm(%_j@)JFuDdgO5X^{}hPb5=cZY}lkY|P&j>?XZ{11pNCB}cql!`It(FAx2tNP@y zzBlB;Hod+xH(wJM?MR*hP-&Vuv!-ueJ_0*5@*QCLvfjKgMl-Q1%|HFiRr@l3QzkKX zfGuwUF?PUOfJmsM)zz!pzw;_~TD@!mCnmhnRZ6fMJC64PcJoV!+=;!^0(E>m%~0Ux zcE<+8Rd*8ZMrzbUfgRDF?br{BwCbZq-|1FyGFA>&DLq98`2hr8GM(+7rTP;juGQm~ z5eY4^B>|u%z7_`U-#BBH*SVkVHxc8uVpxn)#k;G1Uct!6E5PNfyBIFCj|RGcXo+mj z?@!KUx#ULeUcP*}5qvCL@8Fs$5kiS*7j4PZCu&z7VBDMml&%mO->XSG!ZtcisLd4> zCJ<~@1KImH-5XBqBZt8$aHDUjcxR1IOwi#ku4F#TvPedlM19_p$bPCVcY!YnKahrT z>3DM;C`!_04Lr~V74iOzsSYboLJpC2XtR@pO$kf`W5BUCJvoNa#%@sgv1ECOY02^I ze1{f%>y$f5?%n959TGbgh@LGICNM*?2C}5^=;$;&C8T5)WD`S4xD_r7{t#-YZNK6H zjRMR~lAvA3v(|*x`Q`QX@Xm-tpxO#^bog*Y?2lhJ;TMf*hJ-(9x_Om9L^d}4X+)_u z3Mr>~Th_sls4cYzKNh8GL4SeRuAT%t76G|qzeT(t+k2Fg5nw)~Jbl@J`erGSR2RxO zQ7S}TCU_dqPw3|cox)Ot9c*&er~C~m?H%;+JQ+9u@Qmc(8S~MC(e^j;)dAH-&b`Yp z4r=o~AOZ!WE6x`%`u=V(Il+F{R($~#PzZ?nwH?r10d*`aIhM%><)R!hkRUF|L69^X z9>>Eig*-esC7r>7^Ls*TfBz{M?D1KZ2FsCXzTIy@#fMk)oYtb$eFxLj4gS(e(hnNT zlDAEd;{|2`1WEsP7>+mjPro&WRl5!zZoqm7bnQ6s6V0^PVcf~nTha8VDvG% zN$~6jbw-!oMqD6p8waZl^o;7%aATu%#2p*+-X(o!G$3l&Pn?3GnK6Ed%Gq|a61z;~ zWca^AY`>McP(*PxkZ?(Bd@l=w375$}CkjO;NT@K7sJ))1rOBqhWm zSbV&-3*FA6DO2$E9NZ4qr&K3{H$a3L(9s=$i3ed30JU{Rm{`0+5p3|)mWmx!G0?XV z&l;c6&IjFt`6|00?hx%n$Ocfi8^%jIh}}m_z@#@$2{ey!Z>4wY&;8)BaMfmK&*gWr zaOzPH;$qw|%~|SjPGV{7IQcEa&=g2;iC)@d!C9<-;N~h6ToR$KRj#^0{4_S2yuGq6FC^paUXuF=B}?54r3T6 z-JLL4@TH6qpUCHv_pVSIOFc8%x#41iibEZ|gR7_nPw(1ww&X5yG_O_Mn~9Qg3e=RN z@Q97Lc1{0i%lXA>iLkUdft71iR69=Ukv(;p_&kDO2@jHpaq*mL2*=CmienuIVMb!S zg(P80HBe#_mljbf-oh;}y#c1mRA4PeYmi`%bQtQ4Q0m!{^#=Q85{8f~h0}-ecxqrk z17tC(1^6of4IJQQBBY0~$jNw`e};35Jw8zm0+WVfL0`MJi8u7xACxOBV))(m`5VGM^{((!Y2#>ci1Nn%{mWCZ~Ep# z5B;wW+|5v7DloIRY!r`fJvMz*s#3>~XBMQhYN>hcP64A;d7R z&SP@i`x7?Z7EylOla)h`bq}9hvnDa_U=x6h0`NhIa$jED)1i@(k*uk!*tEL!L(nkt z!!^#p)ECBcd)CXyWH?Mcp5(|NZ#wqu(t>tvUEOV{i(y3DuU5!TZP@TU3x>U1`8DfC zFacMx{D1|5MAxgS6&+;qmdFCdAXBvPYP}#aj4D9?u26Z(qm+~0iNt5>X(sGj=oSGJ z?rmSb*r9B%x>~fSYU;!WFR#u;Ri5MpcoeA?d(GVqAqm3k%qo zO2K*bcw#?o5TePt2~*Vf<3R1Tvt<^M!wLo=xjmlnQzAH17hrH_^(m03Fs6$3G6~dwg#M>WRn&3WC9BCvHR)o=mUB zW!AQWhHZ@v$8qzubabkKB#}`ru6LJCavMl4zev*_s+fBQ!Ihe@t3aFpGgQ7Y3^9ou zJ0m4$U&DKjgM($0k`hBBF!eQdFj1*bAnXuu3aHFevXO0@f!Jn9JWyZ+6fp*8(JxwH zDtC)hNw$&TTkNon6h8=jgLPgU&QU6j45&^T2+*WnzI5p=t~XUr?Z{nRfzW=alq1+ox6XA`r8DDs z<{S~^iNtRVp<4m9fCXbtk0(6PIp~JNtugGdO;0%-I&@RC6Sqxb)25`V6hE9-ov6)A zj;YGZzP(3%NDTLqa#lYQ4^i+@#@_sYzlP#nL$Ko%_{+Z_fp4A<6Mz^|W%; zsxAN}=~D*#_Fal^nAM5ZCxv7DF)m5BV#q(AfO6!E`tUBI!=HoX&Op?(qkJ|`au^i< zd=j!T+s5EReY%WE^;>t}Aw^b{O_D>vLxMWX8;Fk*PMwYCJ&g`Og^7l3si4eo??Dt)z&C+W@T=MWp9 z?af|sMc8m!FMivzM@vF@ky9wR%v1^U7hK;hl=o~JdGRv$O_}!V}XVi8*N%@uoT&Ff}<*jZ+>dMh|v0^q7iOi!c=V&`C?9+5&N; z-3Tiw>G@v-F0vG@puVTYW3rQBLnJDHK)a+DjF|6n_dDu&w0NA!jQ9|!Ho>r=6tJ{q z3gbV2wtik(+I8=u$U!V*;@pb8O&oHPhRi>~t)K(fo$*jgP0a%3i7wzWQ|IJA9eY0$ zE6~*1K^Kz34LleqWD(&5S*)mbb_3>Sc!+o4y)V`Z=hFSLIy{8ck=ha=FWEhNt_qpn z8{Ppiy`IXqKjJGn*Jb)ot9tg`L3IGu)Q$tGBrxzDE5ux$31m<7u`NP7oOi-(Q(+O) zBLQt7^y&1bzN=5gAr-md_!#&@#DDMraUeu(Os4zjql>+Z7e-brSOhER#gOheGjH9{ zK+q1e@aYtzCX{b19AHV3a$7T!r7SD>YGi+d`)J^6bNDqZI*@>!}TSr{kRRT7&FD>92hXF!Hnz4Mm%KqiFRS?A#eh z9L+5!2O^0JF|qOl#Or{i1PqFeP}>4b1hKmLFxz?y(#<(@<`7RDkH{zhZfwax;t7kv zEyN_J{<9Tq#_qtZGY*H|A<~USQ4NEV?jfcVM>pU*>4oP>4e;EYg@d61UjL5xc= z8bJ=@*LRb1fOvzmt7AwYr3q}__~O~K4$R}LA>|@c?cUz#e4bdK;ZTtPgd!f$WLq&S zZ25u+&l@P(4nF^!I?$Wm{@VEHk1Z6-4M{b3kw2Hn@~lUnp`#}4_S&+2T3X3&(kaz; zB>xQ(g>0dDBU{aewL+7Y3EuyDIk|Uy^46E$rJ8QR5T$2%I1Ga^_>bAZfTu9C!S_c6 zJa-Rwn!#Fhs|XBr;$We+2Qi4`snB8YW3|b}oEbgIWE(aElAhQnkAqjTS2BQCdKlkO zkQR*KDhO)=8#XN3NY-Zc?9x*54ojCT`5g`9=Qm}KY9xFYQt^6wDI`Pzqg;c54*5}Z z+XC2iiZAGZN8bP(?tb4VPwK+Cj`-GlP{a;K>_NQ{HEUjKDc5ew5|y;IWqCN%Q#Sho z?FrH({M2p(UB4pJmzFMDb_^2?p22PA;y1u6K}AKyh^rImHv-W4`S~UI69xkc$A}*( z4uCdarNv7gx+)!{eAOToMh%T~xC(tMnTLpTWHH?fk)Bwh75in&A-_t>)j*^!oHmG#fbR zPEv6$#xrk!3@6|ol}ZLW)}&3lbs5?(Cq&62zJGrmfi-gMB8W=> literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/jacs_set/p38/dg_results.csv b/summaries/2026_jun_08_abfe/jacs_set/p38/dg_results.csv new file mode 100644 index 0000000..41d6e7e --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/p38/dg_results.csv @@ -0,0 +1,35 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +2j,35.483841599997966,0.08198183825677885,6.599547642242132,0.07442199508525572,-7.367773,-36.252068,0.11072332706539517,-10.08 +2gg,47.56095060970446,0.08363071017781235,17.80182868322011,0.07545938511247918,-6.941785,-36.70091,0.11264197479802407,-10.66 +2q,48.3209128271991,0.0873659079257556,14.460564681051375,0.07873695903548375,-6.8286867,-40.689034,0.11761084382762947,-12.26 +2t,41.05515399374874,0.08047433736895693,10.006798623761597,0.07576801362616745,-7.403968,-38.452324,0.11053013554604822,-11.85 +2g,40.483365486459846,0.07825648615114249,10.21041617488297,0.07263726116327429,-6.8307223,-37.103672,0.10677195012748279,-10.66 +2l,38.27257899317434,0.07914917542197865,7.129799764273928,0.07450564952536493,-7.459162,-38.601944,0.1086999713945485,-12.26 +2ee,44.06971906558641,0.08278164344168328,12.934278311419824,0.07868644590855892,-6.934435,-38.069878,0.11421189631831945,-12.26 +2aa,38.93886904929951,0.07597209352407738,12.718442441000517,0.07363179588529922,-6.884538,-33.104965,0.10579886747846372,-9.27 +2o,49.413927930490715,0.08067344791194947,15.779863377526295,0.07913618946263451,-6.8668165,-40.50088,0.11300770628885452,-10.49 +3flw,42.917656645300134,0.08213592138981828,13.754652955409567,0.07606932268510724,-6.8954945,-36.0585,0.11195021856309785,-10.68 +2u,54.1601921086779,0.08776585057868345,20.503794087693517,0.08102445732150103,-7.302494,-40.958893,0.11944792678001379,-12.26 +2p,47.906522216249314,0.08384648559240307,15.11692801454941,0.0789427880798019,-6.830467,-39.620064,0.11516161224995752,-11.2 +2h,33.31485120571481,0.07798542579608254,8.439010289891526,0.07476138344373344,-6.8068447,-31.682688,0.10803236131371578,-9.48 +3fmk,41.412323799152894,0.07733354181057596,9.444535755623084,0.07376961688065523,-6.9290767,-38.896862,0.10687578333601469,-11.83 +2i,34.543237039100774,0.0794963000111393,7.559441265827474,0.0718758073728038,-7.611778,-34.595573,0.10717179386831903,-10.05 +2f,34.83099624025289,0.07888958725398021,8.475585739374036,0.07212196061292543,-6.8050723,-33.160484,0.10688846607448217,-8.48 +2x,39.70528306045794,0.07777072347359495,9.595949411780179,0.07248155511031884,-6.8683186,-36.977654,0.1063102124013331,-10.23 +2ff,40.63537300217953,0.07879696714256851,11.941892486513899,0.07607634275934967,-6.8242598,-35.517742,0.10952886358629435,-11.44 +2k,40.862364018377875,0.07894786173480316,11.261715816968477,0.0726258647434598,-7.444179,-37.044823,0.10727199589004073,-10.55 +2n,42.378510946229326,0.08037921677866268,9.694963758482414,0.07623946216877779,-6.8567777,-39.54033,0.11078480979690197,-11.85 +3flq,43.14356995869146,0.08369431743835903,14.9129194132954,0.07688280440076191,-6.9176216,-35.14827,0.11364728058338494,-9.93 +3fln,37.266246596499066,0.07842803426056062,8.424354993865027,0.07292757514234179,-6.8094926,-35.651386,0.10709522759730042,-10.88 +2e,37.64813862325564,0.07564410585659047,8.7723417291841,0.07413699420073985,-6.8497515,-35.725548,0.1059165929397448,-10.7 +3fmh,41.914915402387166,0.07787631590062019,9.79777290456114,0.07341673944596348,-6.940658,-39.057804,0.10702681070241082,-10.83 +2c,39.57115838779201,0.07686966473209213,8.941433827759564,0.07357124837740923,-7.466974,-38.096695,0.10640335494633,-10.46 +2y,38.86158208069125,0.07919446509637525,10.442867105725743,0.07409653217412941,-6.9374003,-35.356117,0.10845302845994109,-9.78 +2s,41.31768151019528,0.08193951315768776,12.028755112679665,0.07765891964258564,-7.3952336,-36.684162,0.11289371823344493,-11.11 +2m,36.917419317709474,0.08158839124451761,7.844400124249586,0.07420037492906587,-7.4982038,-36.57122,0.11028309582833819,-10.96 +2bb,40.07136659299817,0.08066413774034471,17.099959485476507,0.07528704867939119,-6.7877192,-29.759125,0.11033967018369378,-9.06 +2v,37.044693340570575,0.07457704254706526,9.913632165889606,0.07059923464411116,-7.4026055,-34.533665,0.10269365709429695,-8.97 +2r,34.247368528514734,0.08330407405427988,7.944929756829306,0.07678670545271507,-6.803935,-33.106373,0.11329504352937496,-10.79 +3flz,37.404018549845595,0.07891122246844187,9.544950956603936,0.07394759963722154,-6.8425236,-34.70159,0.1081444798571371,-9.49 +2z,37.116148264516724,0.07965577623582429,9.369209053430062,0.07458536493846138,-6.8000035,-34.54694,0.10912387158974508,-10.36 +3fly,36.374807248437754,0.0754108597171898,7.325664750152835,0.07360999107912405,-6.958427,-36.00757,0.1053813482071396,-11.42 diff --git a/summaries/2026_jun_08_abfe/jacs_set/ptp1b/README.md b/summaries/2026_jun_08_abfe/jacs_set/ptp1b/README.md new file mode 100644 index 0000000..0bed35c --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/ptp1b/README.md @@ -0,0 +1,33 @@ +# Ptp1B + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 19.85 +- RMSE: 20.13 +- R²: 0.42 +- Kendall 𝜏: 0.44 +- Spearman ρ: 0.60 + +## System Details +- Ligands: 23 +- Host Atoms: 5488 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 13.20 Hours +- Average Time Per Molecule: 0.57 Hours +- Total Nanoseconds Simulated: 4972.80 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/jacs_set/ptp1b/dg_plot.png b/summaries/2026_jun_08_abfe/jacs_set/ptp1b/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..eb5b701ae31d55c6132125869358c12cd7aa7805 GIT binary patch literal 59277 zcmce;cQ}^s|37{sl97>>$cU1R5+zv~g;H4|MOJA@L?N>xBQr`8A!V=ZWJ}SYNKwj) zG>l|K{2u4+b$oxn-}g8^-#@<{$LIYyUUhR{*Lj`i^Z8iMEBN64J*-UpOcV-*RaZyL zkV2trrch`fFf!n8Vr5Pwg`>pP9M$5>Yy!oXKvw` z^O*LRbYBf?pO*GV32o;u%M9$ApN+ElJiir3(Pd=+@=uxVK+BV%#7p}*ZF&;UzvgBP z&=3h)`ol=MXYh_ySd{w5a05%T*3zHZ%@V6PsDB3Q@9kUqyBM}Ba!Y?_p!$FBgT|M= zyuC%(8SneJy1E`aemv0U-(Ty_+@tJF0h~>OisvX*RaJ`TzNiP6j1IQkdS85+_xS6? zu(c|l_m01e@7op_7|7#MnU12CAWsf#f5*D8k(Bcsj9B6t*srKo^D$BH*aexMFEoSy_u5+Gv-vt<}1* zUY|n2XSH#=86~#AK9;*r46Ilwpy=oE`)l&0>0gpr-8D57EAKztK7YS$pw#@En|2=U zQHkw1fTwM2$QKhF)EtQ~Vqja#LYW!srF)lcPUo-g=jTVEsH>~{wg0J}%@gD~y6(s5 zXat*(>akY|I~;l{cVwDmF|1m(iiK}8<(90K%-DQUg+E8=e7zCE+(=;&zhaKB)s@8a6kt5+L#F3_rXWSXRn=;-NbTw5u4ZgIieIOnj5 z@~0gV5{!5(X4O6_Ps0T*`n;nCpN6fWOlWxYKMiZS&q{uC$QQE8t3yLWS1tO6@hgl? z4DMwSRO0fREUuQds?vJ6|L*+}Jh}Ssop}YPJ7w-ac+iKtFS|4?lW_NL)SWw_dDRR2 zQBhH89pV&^)TTAt&o*49XQoi_6`J^cdd1YQXXP*lB&ilW*yR-l0o$cZ-KBRh>^tGQBO))gYV;o;Refo5LL&LId+qUs-u~~NH z=+RJmrkB+~rt6p5NkaQ#k z$&d%-hI&}+&9^7-!$wIq&9fv2{KC(!0Jrb&cI^#aoM-3Yi26(YY9?V-Rm)s&T%AnV zSDk|VdGmx*DSl&P=d||h;Wh7RZDmhPOnm?71Y6;w zM>LeSwzlE757|;uQC?@{q!o zEgT2TdkSoq3kV2MC^v83bf2Hua#PkS91GQl($@O!U0`^4_)Ow+JQEa*#+mW{v{$Qm zd9MYsu4(RgpnqpuZFjeY&7I--|LU9*FH?Zd{{6W7K=_f}HRT4o)Gy=aQdKKYbQr;Bcp))iAv$_Mq& zg!MskT=1v)8um5ykAx6;g5*z%S6Lh>zW8IHDq!$`{3I!Q|NF1pla;+j{mnjo{iyhO zrt{~27oKIpuZp_5;XtDLfdgzPC{o`auye%nG1x1_#K(tZXJ;3lWxz*bMUoE&B_s$8 z3=F6Xv#V=r&IbFHmzVbm`Kwd>)$f^EP{bY#3aji5%AVYZ&q#dY5lxx!+hxugygPdI zW4X~&X%Sp~VPs-rIQm2%PHDPf8q?&TKe3s6B)CMy#pyS0+^D0kACQ|XlWClha!}BG zhlbRSq@bV~7Ct)ns@^s2Z;Uc`XlV^HkIw5Gw+;M#r)BK1g$iO~IRou* zG5-I3X0sTIs?ZXE5x*{iLg=-$fh2d4_4)E`PD<;^3$Ddik^8j7{=1f|=@vQ+e!CSi zZ4&X@JGjX2;8rI)0}Er!k%22cd34Y6(8rw`boG)f&$YDVmH<>noKnC*wtxslhrSO# zE=jJo+0Q7CT7`8!X-q`_4mR^rH4umk4oY`ex+uw%aFHFNs&uA(Ta7tyJ}NAXymN<{ zmDT4eo<-PyKdOFIvrxx5)$!0Fo;Ppa@I?ow8~(R8>)qI%PyKP*oXVGF5voy`n79^Y z)P%|FAt_9ffz4defByVg9fKeEvQv=k6$jiQ8dxe{CZKZ_Jvb|}n!;fAtzKutsBJu+IS`S$1eb=9 zkx@oJU=DLm;aLi~Uvq<|NEXWRj;v$5N)Ict-@TmIy*fi*=hdrMfe#+6Cy&Z~>DxAD zoYvvll4VJMD4@*Yv>qhequ$y z0KdX1Y*2%=rG<|TsR$TI8(LK`YRTlI`g^yyb-9?POYy0WkWZ@AibGDDBr6s(r6WgZ zy}kA4Cw6IF>vC^k9dyL08z9~A;7}yXK+ai}%GhK>M_TN+Amd=_d6KN0V2|$j#&ZxW zW&DAcL4ts!3UCT=ee`l~` z>FILgs_iJlXL3V1ax&?T;jv4yE#Y)6txOycb32`uk#wu0%oqM-ZNX{GDA(JWl7RXP zMAH9wwCc)}Cn`n7#UKt}zJIqED0rQyQXjX)_F$f+%JA^;J@ZG$2?;P7 z`s8WUeo3HgdRIn?PWy9m_(mih51##4wq@Iy_kIMpmXwsZ{L|#);2^&s6hb=5L7sgj`qKJ9jiTlAI~Tz>mnz~CgQQ)iAGz?_^e4+V`a?v!1GlUKfvD?|5AQN2&vu7 zs^XD8{Ose}HETkF={L1$p#6nJh?x73L)dJ6@Q}Km9uq~~)YSB=kBW*4#bZ%|)UOfj zuDoo`!h;f8hYuglNW2lGV_8vA5l~fqv-{o;tRu+IM%R7EjtT$x@k1|NJLK{Cq3{BHo4`zFU(o=ssma{ek{MO-Na4S71`+O>-=Ld5p zVQuO?IS)y-bE9rs&kHh^Y4f8pyyPmm$xj&=7^L~^KY#xGk!l}7?7JJ~Rz;uc>QdzI zXroyqXOLDh(iI=~xtPaC^&f-VWHDcKDA0PA#-6i5L3)~}PDzfmXRI^*;IbyBMT1ZW zF0QN3p6T44)9$t?J$p3%CH6yRe)|@&P`+;teVu2E59;r|B2v!i>FJ3BXPi4Wb&!cb zONy|fA|Do*bI$UKX8>?0-vXkMXv=YB5C=RkL5$*xB1#PYgV7TnI$5PcJkojjSB-5k6;X{rW;V zQWe@Q(pEOFUAy+&xpRJ3uFx&a4hd0e03;i_m6et6hkqzKx$4xr>|pLqhwcHv^KCoB z7r)&p+hrJ3|yBmCMi+wX!rN{5xne(`tEuNDO zgdabB`n0v9BcQlgVf}%`>oYU%u|>G@y}0tuJgX+C2+p$;_R8LWxhU*HLb5#<{{3~! zu#Mm57y>X`-`%~&si(4*hyuyU{)Ewio8jAJex3yvG2t8GkJjd2W9lCj{(xF3Lpk~Q z(#MYK$Bh4et!CR(>7jGrKvSfM=Gdo;pKHO9HksyXJ-+aBY<~89@B|q1)8JJbj@jD> zw59Ip?{=yV2ne8GSeSDvI{S$qft{rY2u&nw?HJJp&Tx9FtBk%2{FicXo-_)@Bv-IN}KID<(RE4-GKuKetdYe zoLAOTt0`QNS!!-5$(KN4myXkRc2`k^dCX-tZ)T^o7N0h~Jtupl%&)&GV%@rRbhys? zsC9c(s3h8P|Mh7 z3EIRexiLMb2(vS`KCk4LUr=k36T2n2Y15|b0y{WQyh^Bjeq#f(6fbsk@1pU&Ujr1iPp4r*ryUI5XM zbYp%lx}T>a?p*`pD=VR+ z6|S|t_16gZl&zjGZ0Oe2N(-f;%k=hiKo94_)__zGg|sWunuVv#4j;CepBbOQs-qZ* zJ-RNLYp@^M3<~7Ap;vIQWLCgZPyil`utf4RU1W19SGt*8WlHPUwtJehO5Zw^V+Xpzk;VVc4V32Y0-cmW0el4{alw)*hEFL;=Au^%0-q| zxJ~c&)GJ$J;foP!^nX?prp@8d7sfwvi5Zyz3LN>sUYuD6a}0OBW+ z3)gIGh}meg+4d<*d!CgQ_4jUoI$BqFcA4&}wiJ5G7gTfmkDR#oK@g-D9XZ?^Mu%eB z+l|N1Cq_rps;CTBM+%D?(rfqJa=#>jj~VU=w4056NYI5j72rnc{RiQ6RHzUys(JGg zq|@(Yhke&d%(N%OtCPw^GW=%4*)cF&zAJbDNcw z6{>$jV`HqFQIOs;>RH(MUsG$5t!(_X{kC55uH(QnX`&ELvCXtYd87~K999?}8A-9O z4fgNK#IYFuT&>+A$!qZcUf7_X$Z*L!N>bN#J={i5&By`TjMFaA(LGdXQ zbeH8%E=}(Set~S%Xs_)nlvENMQ=id^s(gPljy_L>?%oY^>@KN=WK6ewrPTPg*b=9zSq9wLt}6_zo6mk! z^qQaH0MgRFC3E!LkM~>3Dk}5@Z5e)YkF2W1~g^Tw0lnGxVxucX9JD&d(kQc}{=TcGZ@XPPjtSg}IU`>#9{^Dtb) zvCmcBOr84Lwp1M<040mT@A?@L4I9Hy?ieh<>m=WWV3cgH-!HeD6`zW2UwCxlwFV@< z_HL6jJ#I5|^H`lvIGN&xqYtZQ`k1{I|4qLyv=4QkoHr5?5pn<9lMHZA((Lp3bIN|KUcJ~vlHu#nG0L9Jq41YqWhRI zrKYE6ErivE*iEKizI>rj+{eDq+?2K;E6c~nC(*ue|GwDdNCz`+{i##+zrfpDPv|W> zM|ofBBn0f9cJPUq+Wsd*wJOgzufs5LsC3~~j~SKErs>PmPi5s*MVEhm{#bXeqR`v|Py@GJ?o=dG_XQv1|O|Fhy9N(m4 z-6@S@)iQ6Pw|8&-{Os@X4=0j#?b)+j;q<$PFSS?3ztqz0xFl(D?%Za|vF4bKeS|R| zKTh;O4v+(sz)eRN@xP>YFMN9Ujt5Gb)q!~V75n$^CvB+i5AKAIENG{dZ`h9WUv)qw z`4rCy)6&t!I;cFqLY1Y&Zh^T1E={CCiKO_&#qkxLeEXoa5X)7A!$UwfKwc_#Jw=#9 z348Yvk)W}~(@nB?aC9$Y6Mkt3URCD#M-t$WiPEPoz{3-WB@6w|-m$R-<-YgF4;DH) zI^u=6jkMRc+>%A>7AFfzc6WD)BY~&cW(Bll8~M@D4R{Ll_4oG<4+p_CsD1u?1-_zz z_z8bTOtJyhGVak2(0>6VSqH2G(Ux$H?_&04; z2@ry3ckaT4-M_!SOasNPRt38hSx}LbWTLd*+eJsIL1AFWoq~&O?C@#3#RuJ9vgim5 zo7l{xkf+p^rcI^zh4acPDg|!e4_#lql>yk6ppRotPO`uM#HvZK@oiTBYGV!*#U3#n z^0C@iNKnbOh8zJ%&NR=Mn^E-{nVGMYmX<-M%mP*)ho*~Dg^yd3padC{o zvJMCCDuGO7t79<-Efp^HH3Yj)4s$I0{VuyNUS8M6%FCX2Uw^>RNn!pYQ~1eC~)EC)7Dxx54hw5%r_7k`0K06`);^oVS2Y3*#lnDUR+(n1?P_My;z zxaY}E7FJg5`757&=2(SPy$+_UnkT1#ft+)5Yed;FeskQsb0S3Jwwz_9yT9hOm9;n; z_-s!50$i6(M=!=onr!x(IY(T!UAuO1&S@FdKdG#2=+^5WU-kU?^ICk$8c&BKn&uun zOVXjjh19~QM?Y^esdl*U4%vV+FLmg3k}Zf8Mc8EeeSxj>)DLqpF)^|y70-WV0mEiz zXZHiN-5Yav$NBYNU)>D_b6vJT=H zsIOwVTcr1Sc`5TqnGyKkkCw_=dQ@{OnLtpZ1-Ki=!(yY}ioVeJB!U$1Vx3 z6l`O?>M5rFpFhK}lY}>KKBye9bNzY-aE+^}sp}x7iOE<*M|^(x>vMGk7GvFp4ST*m zn}fI_!o|cvHbGyJa>a$8OoXF+ddy3nHGHkY!ovKEqn7Pirfk8%!L6;40$a%?i2Gc0 zb|%=rEz@MvnfLiL1gTq;%J@~viulY9@)8=t+4Ql>dkuDV4UTtIY%Kl7ix*voTWN5^ z+JFHJto&DD@jgr7+&>aP1=emRjJC$%b)vFLlgX6H@2<({D}lbXIf?+ zsT#nVe3wBzhm$93KYbDeVZ91b!SGMWZiT(4Ci77s9X?ekkgWoLE*adrkN)1o0V~;W zO`}G-y1JB!+<#S`e@^)i8X6hJs)D}l%s=x%4twGlzBb(;m4S408ajp=6g#onM*(_e@1x&31X3obL`>#Y~TZ)y+(Q_HDx@(3+lE zXh(?;CA%BvpHJ1Rtf30^I!kOAIt43Qp{9$A9AG}FW@kQE5nX3h-j^JSwjfvCz!XB( zv93)hQk&gIjL&>1q=y8>r|h0zc3pCcFJHzob-jD{uC=q1oJ+mz&-5S4 z&u_r?+6*jL-Wv9HVkD-&jnZ>`Dm?u>T0G!pi<(NJ z@e*@vSaJ!XZcG28>3WmSr0GImaQ2hZxTBk@I1?iZIgit-Py6-W>9wYGPb8@MT2|^y zaM>V{&}TtEXliz}5TH$0GRE%2iT0vv@f!C?z6E3cQbwl5uG+_ei;+K!Y}^WY9`_p;(#~ zIYb$oLCL@Az&utxCqFkg*V2)AU{3+fF%(QvweX=09A1laqiVO;Jte&eOzzmplPh-a zd`$aV;o`3&e5+SmKfS)X&k-ti6KVW_3lxuO%c@J$xkpMX(SLZ*xbu&{m$h zIuPTzR@Y6DYQRv^t#mA1R5^ssU!7@dTh?{B(P|(_#QdMY4wq$UdkWb(Ic*t68wjPq z!9;VdhlJ9Gp8n#__5(+HYHMk_y1Jl}s1g4dg|DWrjy837SRLp>!MR=y76CMv9mpuE1aC1oX56p-mDJoi=Cf81cDx+WcWnf&WmULBkG}tI)8sBjV`_dD-{Sa z5#96L&n^WV0G(__X)Y#67a3!=KT)@FQN4YQp#-Z`xP4z=VAa-i;3kSdGXCLxne#d< zb0E?Q$o3CWD32&p!2#`^HIQfyF=kzF^(tsG0S|7+IKphDT4Q0j?ItYe=qa`XO z#R5^5k&#hitP+6|BK(K1Rgo+h{t(2mZZjS@bx8wRY9UcUDH{9JX~p~D0u+L)SFhd! zX@bzS9<<{M0369vpplR+yH?qqf@V{`mf28X53#Iuq%~c%yckj}kN1_1ExWz0g{k9t zWcE!SSb$1_5Bba{e zz1;pes6~9khJHvadI9Uu_?+W}6i&sohrA9^^(h3KUbcL>?XyUcGWT&&vNGsR&6R3f zBQIvvV!s8z`9FL8 zW(B+@6e-x7fq_BMb(nqRT}~)u!{xXJ5V)j|5f5Wyxv|}YvCC3HtKL7kwEd=(`DG$_ zW4B{t)Sw*>WQKBWV81z~O=El?76|3prLDlBk|&9jTvk!+88v-g@6@Txnc^6#TJwa{ z$wK=gI5we;pxc+9Jn=T){;<6x$AXuT7o41yijBtmH%?SF5CD~;cb#gY7{7a!q!xjj zGii>T$KfSV3z3yg-ya+luO*GrSa(U~X|DxNNaHEXltK--ik1P2mz{k_BbKVM7>GCg zXYVb=Ez+Z{m+U-)!3OGY35FK*>Xkk01kpcBf1^v(Aqp$a!PKtBU&~vF**c<8_1KNb zyyaBuRDKz)*QXvv%GfrQYp~yf+8L-DTT*e!G*-@H)|4~w;G*jP!VBM!Xfod(tfvdq zFP=CDO{nl}v>sK7GC2lS_mRuhvOkiVryd8YQ>0k~2bv{(pN+I8Yx)l&CnX{?G&(Bl zRv8+)*T3oS-@iQWN37L=!n8}&q@`I~Zc5ifoo|JNj?ISV%H#P0a^#j%?GpG84GW7k zU?%~9uyR|shALb6YBEDdbNus1{Weo!5(XD0@S-{q_s>CB73=}3V|J2vac^f-{{MSC*Xp!~{%(R+}|h zDSf!8=H9L=cE2`Bd4*Q`{5verhdW^s6uhg^0uwbArVokuLCR^X^f*sERm6tMptXbx z?4V^0OKB?DpQIXwgR^VzUS@=+NQJktvB|e>T1lX`wY7ErqenNC&O#*EEGHNJ{vB$Z z=<5w^kkxNn$q<1Qm5bDCLR_KF@*aMTSXA%eAU$L{cTdk0i21NF7)T`n<>~DzKAm4w zWSs7ZV^xO|mHhDGHRziLD87f~H8uJ<0`^<*(5|*llU<~Dw#ZiB!+vpibAJVroP$bdiHj0Z z09Phs=)XH1DM-`e5siQE1pb_qi8oI0Is|q%AZeiXdIBEu9%jSK)HM-u83qRhA{GJa9 ze9_0R?7kUvl?3@n=giH`4Y--K-Dxd4#W}cV!6h;fWN?vBQI+!@+Cjj#=_1^TOtiz9=Kb`T-t|RTbHghC)2v*mBO~^-G zM<>YraY|m+Wq^?WiNO|!w+~ne@g=b};;NS(vEnjurBZ6++H`1Vek=dD9U|i zA3mVf-|~Dp^6eWj9^pkid-hDiB{K&`DALg92AjEq^SuV1aZu#)@=iShh%OSo!PuhxNB<^@nG~Kb+TOz#8TFz~5kh-FmCzX*^U6_< zl5u(oZv$?Q{b?8l>Ja0@wrL}dE;;9!hjK!Yo~`fb;6_eZTga?7X7r)}NI$17X)1+( z@wC~9V~p6b^T8g3Kk-0teghzI#U}lp`q@pt|H;(U)S++k_BhfG4h~=N6C@j+_X!6V z(uDB#?Ytm74JVSk4>=qqbQZms2y;MC5cEXA^Z}w90CC6b+0>pXpM}NES>65N1F<-< zV6r~TP3%xoiGGNz>So};afN0C7@xwQArb8Ik>{^oJ%tuR7HVIDVnJ&m;^}l0Fw|sV zD(E|D?n#JY5jZsM!A%|uc%ZwxdwS)szL`m<6l75dE;tNpe;cdhI;wZVO`&QY9Y#>q zwzv)-1X~tH;t%Z#*hULB#_A!0}Yg~{5LN;XNWlIY)PSX3w7iH1pt^$(R zwzOn5yxNX+gLiscO}rou&UXuOe!Tv4m=1U52>}QAL&od_|K9_hlSVz)B=0qr2GS7G zvq1|r5W|4*=?_9t2N@NJ*4!ru~$C-IBg2rEWbZ{|$r$-}@Rha)b{aMn&qp}Ro%MY}n?&C)R$nS{Wm%G;% zKxA$9X7$!y!gJxRbVC||VhNt_ar&j+Fh3t&W&A3w}vX2~U~c9bHe)~4z~>!ADS z(W81W1~@d~SjJv7G$f=Lh_r)hNkc)$GI0A+l+{*2r8CD31pjh~my|R)YV9C?zc&G~83rcyyPU zNmq$u=)HTw89%LjX2q{xzaCNOi=U@%fC(2kOR`d$G2(bK)^lgqtM zo<L?LmH7Jg%^lFLWicS2>!=2u!m`SX5OjxAr$U_W zh{YfG#b8K=tyXu)<1gk&oCdP2zKo}9jp#N3lA$J6Ck;zGbx&@b+aWvjuo+Qhu|#49bxVhvTW!k{(BTbmY@xvHu_1wY7;VxV0v5>N0r+C+*2&8or_2LLknUCF*nLR3YhmiA z1;RVVnbK%e2>JQLU2O0F@%=k9Bzj-pMVrY(&KQb;2vh@IfE~ZEzzIm)9a{tAAL1oy z9uv#(lQ2TTv&vn>k*gE_v#w&L7fwAXd^7*1iW+espQM5so#WEUBR$g&iI*G1|DIz%Ilp_T*}t)JeZI#fauGNPz^b&Iz>lcBhN zd!y}jH@Cce$Af*hsd@lHjAN6NT6iwbAn^h_FR*}N&!8BJk4#TYXqcJtVIhpOO`0J& zhk?@eB3#9rG!12|%;WcZ=nZMP;)e#d!~?p*MWqMwMPF<2dg)!EAJu81rA1~^NE|Hq zCqP@@w@--DQ~aR!hJG(7EUZJC2lG5XQG_Z|t1v>(R_AR~^Is!we4XQSBNc;$!`6KxYgCPWtiEgq5n|`A5YNB0# z&#OKMSC3?a5Er42jGcHTfc4*Xqy(UgkQ9XBuA&zOwM;=OxUu2D&DB0Ya#v8tYhS+9 z|Fw;K0QHnJVtM2=eIxo-WAzYQGMfKR=p+Hil?Y?n3P+LL{qAsqV4@J^Z8)SrOmLi6 z?7T)O&rt~pEX>TzGk^cuO#S#^=syDhO2F#v+vZVjp_W2eVEP`Wk+=7QtD}S4o1g`Z!!+4_1|?4W0LlcY3rF%7 z=SoneS)DMFys=Q{FcH86ndD?udlE*pE=NQ}%uGke^XKeG)?icBayR>J)^*Fqi@&P( zoK6;{rqvCNkWjVNSueQ;tvL30vx08?W@`;hL}@vb1br0$e_?8l41SV;iHiSEjp2x0 zMvb{Cr0hpDUDV2s1aJ(}sE)|}^;AdXiMhh{;^!7^@laesT98YD&`;~H{%u-O(iiAL z*r$h{mIf82r9xMmIwWF92NtUR*JAaTJx%dwuP*Q}IfWAODWEv`DC@2ZsjY=_7VD9a zegc)+Ak6xhRGz{8FZ!13WdMz=V$YuqQus(H)33!v_E--qRtMy^NcmKNxs4`LB z`l$S1imh;M&CJZyA-bT36I291X7I%s!An@40sj6p=+$2UOHsObJyfG$Y}=wrk;e`3 zgAL_=`SNSDElCLC)d#X_!lpimi7uor?m@_m13it7jvi2TvW8&$rN93Q$Yp_RG4Ubjy3_=n3RA&jWpZUX4foMFMwnORuaf`J4@MBI|h8~$#GjzfAF zfSJZm$-UG$i}dS&b+4XtYZz%N)pXt2D71TZbcO_^7WU6Krhv#uNQQ*Lkqgk$)~*E& z8sUQ?L!5n}fNOW|+-Y9`okGq`QeYQu1Djk8{x=LoE@}urBmZnnUC?n3ZC zK%M-OlHEzF-sfhqk{E3y9Fe$GZNEaz4^^7yVSXXA0=r7x=s|5v1src>rUSE3~hMQ95d2nWfwZcEYb`>6@H1s#e5{w0tS z&9h5SAf7d(C{7AOn9>NF-XOP45{CRX834tgo2UOc%g4iDQlo zWOK)>%XP8f9|#}t>xHB^hJ}X0+gweMI85=thJN!%NMp(X#CTwaTj@Nff3Z?H|5RR@ zUI{Eth;yUJ>SuSHH-pv^^5E^9%BXF%LEUl@6+A|D1Ld~JYKa*S*%pukYBQ6hBc8_E zs((QVM+P_C-6D1)lWWRz3WyFg6F^P8=O#vAftK!p?aMu6>`XVHqX1>5{(UN`+r9@i zV!Q-GDkU=hI5P#u?v{iRKMWLxFTPuu+Wnzp`Bids%*$9+T}MxDR#HBmQT?QCIW+O4m z1Z6D&y$jbHr|4`GeAmd}{MQ#m)7^rNLbkkqygY|h>c=coSt;{Etz1ts*6UBVyzc2! z2Bb1Mtx~;UXzfc<6Fof!X#_9ond#n=<3>#Z(T3eQ_pnCQmfnKUnSR+l0h+abDhdp zcnLuPAPPBM$7d(Tlni*Ng9v1NbasoFsSGq8e-tBtzI>ZTCNiuA9`F>wt7FHG9ULye z8v6wXG9Y6Z1?FcPI3)%Mn~L`e$D*)<@2 zb<`6QvV&Fxhgf)J85ZScRwBM589FS{VE64~A*~(W_5Ftr>)YBm@b}WaiCo!5RvXmj z$LOwVh^TtakcoAYkj4+v%Y+kFu1N=;6t!PwS|BsC%O1fivoI05E~dck3CdRS~UdH(Wc<8WIl z5l3}ztk=yMVV!qsn0On|JmIueUS6tTTL^kKA$d*M{^OXH*>_i|xZ(B2JQUzQKm;Ow zBhN%MDU1?`3JX*4YyvTz@uEq#8j_9srAtJpB4L1d`ICset0*ce5_*Go8`yL?TfYu< zc$}HY>w%)6{r?+|*jQDREIcxg%|Ot#!3wG@?J~HYosszB;7V(-OpTEK#CS#|gKpj8 zC5cxcNe%@3uHaAIQ10PkNpv7qNQ>i+A$o|>G~BZC2?j&3MyEC_cS(EUf`d#$X+X;V z=PJilu^U+-guxop&5#j36o;*X^vVjbP{XWSryU&bf$ftSBJ?|^oFN3B$jdnr5)$tB zl!7>2TdyB4EGem1nUg;>h=tM7)irqjTXgjM{re^Wcp!OAaBz_CFt+n>yL6Xp`O%Xka8g$oGWKdbeU|x6prVpfo&t`BJ(l8*PGxg@rn%WHBY7Ik_Er{o!m+riq`W zpKX9_2=>j#yIE)#En!X4ki<}Q*G2HtV7WA+@_}f!zA=mt4_Eb>XQa^g(CQUE$=^6L z(S9Q?PQu_C@*U`adh;Gp({6_R*xfYhRUIWAKiv!ksA8D7)+cnnVbc!3q|?&!+j8q7 z_npcCo*=9MyWJ1dnOuhtnVRwfy*Hu{h8~&!4g>FfiQ^qbVeg7jz?5{%rl5eEXHT_E z0LUJLo-;N!rVcMvUY=<|0?hLw3;}C&wKAx7?w6nd5;Jqnnl3ml^#aIXkmU9=P|ls_cpx$1=K0`Ojm>2|gfA$p?<+kXHB@2jrVpv+&0DtA z!h~4glNcH4hhTbeV+q-@Fq6R0g_V>JrzE1X_5$1@e9Pm6w;^1{nj>^5>)ZnjFLk(x z5t%Z>=}~m&Ky_htypQ6Dx6y!GO8RBX4fLOGbpNj*mPoUjeQlk(9>xo)RnaJ~1x}w; z(ceh66~g4q%=kKJI!s3+lhfHK0L=6~es?ed%towshAw_Gmsq5Lvwr^_nS~;jCvi>C z(F}%9XM^;+bgUKFQY)V5L-E$vIufvsZ3i* zY>~J)io}eY91Ml~_wV0B4T06P2bG(sw(zz{d=vYV(-FFd;aZcfdjbfWc51K{0_oW+~)ir8)fmPW=qU z$Le0cW?NWTfOe{myi@_w$?v;ZXJV@;V0}kz}c!oiyueJiDz1&91W_pP^Ib~!m^cc8uR~=ZvOW^(9K=Axt@py##^V6An2h|M z@P8Dgk^$~H2c@N?&LJ*G!g`qB(Am3J6RbKP90zo3U*-ad|DZhOmzK&FN;g;ThvSJ5 z`+9@pNPP4yPXGDCy?pR8!AfMoaOWfl3qAt5h@I>LB-jrE-vv*ERPAqG2RVv+kN7GK zBjA%M$V#Er)2$Rzy^fg>^IQ&lkYX~IWY!JCi{^{3lQIM=AG||?g!9-q)%rSfi(6~* z-Pg5IH07QzE~!?359sPvq050Z|kn5~4$={Zg?!5>hE^(#1huinRCRK{(d^_V4*IEzC&rpodBmFa2e`Ihii4 z@ZZZ4CWFb4Ichx96JE>(?ZSIX@J^)Y~>0nl3}AB4^Bs;h8OT4C))8 zF7DmiB6m8pk}oEfKwON2eu0Ka#&H3!!DG@VuaU_2XEIsd(OJ7M_pH9wsbfgs+kaXn zNmrQr>Ci=%W<9W+8px~SCHi<^5KR%AiTL;@D0h6;7@!(x`bhRRP7Z@_$Ci>w9I?EW z5rvm4D=Wz{g^7kU_XXzw<|h|Wq2+&D3&o5LPn>Bq+x48YIccV9yN#y$j_COL-lI`Ig&x zJn_bM1+h@YIFtHp8J6e99t0lX@ZiU!$)qOEEruQ*XJg8pd)bvjT9OVqZ}J@)2T=tn zW55YFFFe9un*$Pkm-Dt4m+ zO*@Kl75vqF*aCRWh^Jifq6 z-js#_$f@>pe>@EWRr%x{BK5k&D^!ekl}3OWzDdS=YLH0k?_Qnkw3Rv~GI|STJC&mr$!@$5F=AGF9?v*c1v4BOBi3AMe zi~J7d6do-&f8j!I`y-*|XwlKVu}TtIo4~143LpLwxt(QUWWF)@p4ZryU6Z4qg>W3} zV2L$!uj1q+voPdx0CXJM)1%r8c3${Vv;DKz6|mrXm?pWZB#8{=@+mq5$LiI=(0=GB zc#&9J?$MnPdq|AUr9(U#li#mZ=U9mL4Gj~1!~M$>fX1ZlXSDT@*e%wlX(-7z9H%7U z)h0vZgSc(Xbcd`IRH{KlNJd5m@MhCyiCcC_CLbOmm_|l6-dA})o@wEaLOj9YO2x}BVXAIhO!kr@>7?iT1#4ZTbhI5y;KASOyGyIn-=k03`F zlT1?my}csm^(HY1O-LYM>PFZ7+UbR_&z?O?4sq5Q-6?YuZ%;s*cX?K95P^}iQWr%B zqfQwDFp?=lh|z(V)51#=Hg*ou-tVD~nNKV^Dj9macCDuL_4N_R4uG$7#tN!FauETT zHG)#TEBSZ8wQF<~l0Yxc!%pC|A8>}GO4Q#h)4W4}RW#AYB_lJUGv~6I8h<{@{EOjm z)q$^HiE;s)R0|1(2=PR}^_uIPx2*PI6?Ph#eTZ{PAS!s@#&%xArMD5`HAN)+a$gSx z=NkOfhIC;HM4)AGAxKxlu@xzB!upVK9c=B!yc00Yq2%3v_8U5aFU5}_geA7Ahq%`I zeQ|ywnt}Hq4Z8^b&VZ>4A2<~vkDj0`o5_?pw{hDElRvuhDs$LCB(?Z7LMQ^0m0v<- ztB4a!-hmT50YQBk<@Ra8;CI_Yf`g-~*WJHKUBQ~jY{o!4!!(F;WLAZYh2Wh7v>4zf z?$2<0#wsi$J%nS#;`Bxop)Fw2Z~XI};iiutE1#VY*}Vb_C{uiZssp(c`(i|b4AcW; z4@xd(KpgEQZ~Q^k`}#U5&scEcpnX#4UK8&_CP`Xv|DM1Ts=cy&9VS(fpC_*{AekJ< zWPNA>eG?#G%OWp^7S6Y*1c1F@Zu{5oXwOaMvx4ZbgIAR>I?7m;1iBf!8~(aqW&XrB zM|a`}fWUA3=P7*>ZWMVPC3aPWlG})cm)HNB)xqmKtIV?0Zt;%1AA(v!@i1D%s;)dq!$;s@fDIiHXcP-|mrn>H0(;$7kX{vlKn>^Xn<`2&A=ibHbEfXF+jFW{}=2l9fX0d~Xr)NdO6jV5C za0+*{V#p6cfMT|FS67fXeo|_lKHcq~7^y@gt`t38@?JG=eHsRz<26{_9xQEgTAH{5 zeJLKdLq{ezf~*qG-szHxN=meT?V|b=V!;Q?(YK)vAxUhv0OvmyUq{?`;7zgcmgeR< z1jNq)AHGP~u?qO)QHZCBqRFJWxp)UzW7p5$P%LzD7HGMlh zwP)!~JuR;`^gV64p2FN>0eL!h6`mfH3RS#8XC($&GyZ`^20&ecS@7c5W`jJCfhhXxbiJUchbX=d5SbZZ>DB^W4zzU$b%P5F##3+7!`>h9g z(>VE)oFEs-HmMaq$xR$+YODnQGc+iTlsf$BuZtJMSEUZEHAdg^?~zxx8HazY^jL*} z3VnFhpP${lP-RIXpz80)rr5itFo977b|aM1hSwUf2&oECy+o8x8%S-2O)yUD@scI8 zWH*R1(7lK^rtCGtj&;!@R@cZD7=t)%t>Cq!8AEl_1~dSg6g|5< z)`>_~#wV%oB#79dkr1RWedyqEod*+N-+sTLHi*{%kSI2!edyhwJ|-W^frb&iW0Y6lT11Q zN;Y5^ZY|~x$eV2d09tV@$hB8Q zlDD9sH&S0lnW;z^-;q!8&1@cO5AQ#C5VH6R2NhvH(>}*69Vk_7@VC*u=s<|23oEOu z)ljGj)(Xlimv-X%dEP?|uVef11GJ~L@T^|i{bzHWo zudu(6NWjC{lzcN*!2bVX?7ic$?%Ox;PpOplK$8X~BT^coC=@F5LS}@FR4NrE8df`z zmJtb;mAw*oOQB?kNJ_S3WMuq~lkVsHe1H3o=XF1oab2J5{XWNW9>;P1iE0lH4t^yP ztkn-;u+*rwrF1Melcc|SHN?Q2GZxPpsYy7f2EKSi>p}%HDh^YPD?x6ksj0Cj4^r8E zt5-BRW0y@7lJFPmIX6X%5-nMxP5Tx(bSIL{ ziD${;(eIl)Hs5_ao9j`C;AZ>0sPsH}_&Est$t7aa2hjj+Tex!i5V&BVq*tLHa8RYk$`7Y4T#u&09v#p61`&{g`je zOdAZfuoFv=xuCa$cv}3#qSYV%Uz#idUf&7zG>#xcDuhFl1yKS8GVlf@R+6n9sLei) zVs$oZ6*Aue@gSlu5trZ{S-BKOvd8Ta+#!aL>bt|xa4{4w$e=5e#4$~!pe4678};4I z+qbnQiACK-*Y|(vsl;{sAv49Rm5`DWyVcn_AO0k0X+A>D7~#xr>_RC(5*-x3@|c3) z)WAl1;++EiS=)xt$!es!#D_Ph<%6evnOo!|c-n~4FVQ+c%YpQ9TlfJg0>G3Mc2Q8e zqhA6a2jdgtUA|IMQf`pM;FtL{o9tU%CY6iF2B)$afGL*F;URE8`cY`&xH&dKwv(K_5p%OpIwfQu>Z(g9H-3+ z4BLHgJkdK{(FEZ|=zd=dwirl%cPeWTtsA)xiYAiE<*CJe?% zwx;lQkE-fLP{N^#B~m-}C#b=904d)KVg}$zFY#??Fu#IR$w=-P5gt5F~9V zJvy|>B<{h(T+?wExthWdg!Y8Y7s8^8SmhvQBoWb=!rl&I7ez-;u@j zaNoC?p(B%a6#-aS3sw}~W-Zh;#9?L#c_uxHR1W6_AMkAg|~s*^{2vG z&r`K48W6C95RT9SoQE_MGLy?PZ$KVcJddU9J9K}mvow^TS4h(Wvd5f1D3AotQCW|7 zPTYR9Gnccnr7@BPKl36WH)>`k%8DAOxQOwh@xt(S35XFnKu~aG^{t?C!xZsETO~Jc z%PU}Oalm@rMrI)p92=b+N&4>m`6UYvN|t1?gjJ5}CbG^$@JkO&LPEk7LVSEC1Sok) z2DiANZlBG^cbx`&7;k_G)dvG=xB>{Weu8&QzL6wM!#`mJ@(Pqx^JJ+p9UFau_>{=I z9*xItum;hSvmNC+(;z*6q~)l%4Iaj#Pp^a2UyH*}N`Osz<6HqdC|#X@9#xiGSlixv zk`uvq(0jUH-pfaP4eNIWFb-hvf~DGS;cOG~SfTe`UoXfF=T}wLV~1Gl-);us#A_el z|1?ux5MT&Zi6uSi_Uy!|z9Pli4!0MK4PL@O#W#iy0q@^K&<&~x3`ypKpF++sYsnO> z9^KX@G6KUTBeoP&W(ajOMn!duvD5RLLN356sr^T{hgtb@Kq+n*IH4*wgLI?r7>Wwg z`at~P0r36>w0L+$Bw4jEUegECDp|u}l5rl%9*P&z9TUx-{HsG%{Vp%wrFjX@{nflr zwV+ffDVYKL!7wTPbOw}{=N&*p{;#f&dI2cB$eTv@0YSp_8o_irmbpqq-#pNVxp66^J}_ z*^pYOnl)SP-yhUBP%ucq7T{It1I$p;RE-i9(9Zs_&$WR^1SBqE!?H3mBv{bHGzP_2 zJ)6`f9L)N|pY?14i2$@~SonfQP<)vKKLhT;}m@um6x#2)9|~(l77_>+q9bB2AiFSO{wPS+V*sbvefGleQcWC_sYArs6z3G*Rg zj#Xi>S!p!;oS=XJ!w>}V|JC63*88Xn%{wv^sIG#-rOyqlQz|!vz;u7Cw`v14PG!H4 zsyCC#b?4#UwPkN+F&&bEC`EQnBxwW!@Bvg|J|gwe@NZou#va5ZvHdafjUio*W!$r=XGY#MkT+ zJuA?nvzgtAgAIY`LZD~DamVMa#5@(OP7169SNZzI3PCr${MQ+hiYD6`B-)g65$uG< zFQ_|9k?jqO?4>_{nggDybGZm!q9%9lNMVHX-V~RL zdO9GptYtdky3#@huznbtnFi*rzU(zm&qgicyDFG&-Z|OI8vI#qT?~iGxPxe{2xL1^ zHh;v-GU6B_D_QDxZ&-)Va86d;f5VMUT$x}&wc~az!VhpSC?!_ zetTS4-?)?@8BFnZAej*DlExHf(wWP(OT{%76w2mx;X}y*z#zc0A7#!P+}aNCCsyDT zk>w~(&tWNsGb2+4YY1 z$UKZDlx@E}m&Nq#BdToN(Fw!^qv(`N#9Exiy21l2Hb(7e{8k(fv>F#Oh)KsZ5Kw_C z@2Lw&1>?d-K%?~Vm*>+NJbmBoIbM|u7A=~J8LO8wAkR4#T;SzifOG|f2%b&Hgl0{C z)w@6^@fkZJxPZM=Ek7b7vvnz&3DJm_UQNrC7s7UvB9E~9QX zHN00hrdsfy$aa$0bO`ib zisz+IG`iy4ensdM=1-yshR8mfmv`0LAx!`4z`f9{=Lg>dDC=(Ft040l3G0R5Z>+T0 zSH73`4M1a*kZ+KZB~Ewj_i_%dQrRpm&718?_UgYMXa>$d zQz5c5Pn9(Udi6i#hxH$LAim;%-~pPZEtXY3Qt#5aX|xBK@4cdK-O>pirxfPIWW5#Y zOx@lBOJ8A4P~K)OUX1%X9d(?EnMM>0W|yPIr`0cjxF287JXU`>zpayEC{mB$;eRH` zofZ2LMzI{GXkLXsz(Co3Pf{_WOJsYZo;OSax92$E0^rcneIkZJ4d0R_*O2JIJX5k+ zF99-x%=Re^=Ds*)i_C|C#>@q;AqRhWb>$@9Du$zDXhM8EPO$~J#Jr%2`c$H_$s%ir z#-h+Gefo~G6$hf&=hD*CgK>X9r8`6_=k`~0xtOz@(q-2kg<5|rcI zWo9_Rz$$3_S{T5i;yXpZ-ye&E3)Ad3l?ks(gpNWul^$5By- zBHoKs^x1$pO+jh}rfF_zS%;K@#>JOQj=gf>YrgeXv(isAU0AL4#51gmN9q43vhnFW zOCy-uw=4E=%rw?-Mmr>*57~ z>C1#Tp%|PBq(=@VJ?y?_;w9qd*5Vk#&vY5MdaIMH9^SjR0AKD-JQgI-O-|iHVCj5OzI~UE0i69A} zRe)6k*qp#p2r8b!3<$818N!DLW`ch#3a9_A=$irb&z;=$WsrTBY8+(#%UM&_u3vu%dI1w3@mZ7U`QOXyFCHPs2L{Hw z{*s5M{AbGTEA=lba|c_Ng2HqMTmD3J5;p>O|q=PLQ&C62muQ&dGigoq5zn80vt7m~&!Br~vHC*nV$>|)H> zHv{7!!+*9Y97bkhNy_-2VMepS_yd7L)F3(PlD^I{pSFbbE0-@{kXtHrs$4AckOJ_* z1-dbY^4i)yr@elu$)4_DfU(j?p!dVW;g1uJ z!p{F2+9~3JeXVx#-E!1OaDgr#4@=!sH)2TSi@7aZT5R@gUo8~H<7&UOKo5(Z3=zP6 zbUY2_uoO_-cl7j#wO9)6w$O^*c5YCpe4`sQpOSvctFW(Q2aVaMC2o*glKG6KI*Pyu zZ}go=Bn!A7O+&_?cn4kl4ye*FFOM2~Bq20&w`sCA#h!=8YVFaj65-xj`_%a`2gPWI z9M6`nT&ZN^0>%QR927&^pID!P{v0KeG`{s~%kMYjDzD)CFgHeH7#cphCzOy93bvBp zEWnm=4E11mzd%neqP8R(GTl=22H_8BrGf8?OD-j6=(X=L+7nv2jCjoer`#UJ2N^K`5GyK*~<^%;Ae_fNzMj;G zQVa>*Ku39ji%6c3AXXhfokgT5{7nZA%j%)8Fw4(f1x+Z^F}P#H@9IB6+Gk!l5Xpfh zjMG^6XS`qenGL$@`+t^-0w1ia(`=PyE%Z@DCq`D7sIbjIufg(xOEEErl^+7!D!D7| zVZQW;gYC~`_ff;-m72atQbaI<3`P#Yj%I+!Ho=%@QKRwmuI2|f%yAL;!AS;%<^t5& z7+u61mBlfnvrI!=blQ+}5PKTAM9`_`0x4Dio=W~KH+*;;6Xt2qr0fLhOH3f`Xnk&M zYRksc`qfytBBB%V<@KpA&YaLRmBbh=Lf35d>FF{u>jOf;oe{`xyuHiPawVqsL?`=| zb&BjR!L2|mA9^B?;FNFQIQaPk&3d&I04%u)M_$uL`NqSzg1Y2muZo>Vx_m^%Ua9%; zul&QM7gU{zHA>w`R%Bj9BVbr?An^Qyy$P*@dC~k=D7+<6qw0uFp7%AKXUvVWbj359EHoXp9|iI`0;3HWiZakpR-91rR;InBb0>T3S2 zyt)8T94bIHSW7Iu@82hY6hS!$qknfO7f~{i@4S6K_<^K~0-1h0hP*JZ@kC=mggIb! zc#53ZG#7Qkg;ls}>CZ1+kT29B8>7k*gH-bt?1zEmc=DdBfhH{O&wp@a^$6$A=i=jp zXXL^b zb$F1P^{5TWz+n??WMLqN;|v($6+V(%$O9T1TnvD*OoYS%0pQ9-t>GaObYYzrG9A$| z(QS-pP)+^_i%Ao!}OUmccL!EEu9LRdl~}IDK@D0MF<1lLOyWB zlEK(T0&W|ysbYWpw)f$t^VG7Hglp6toyd@~8TBgOK>hvnKLEWkYUMLFHpV7`n=`c7 z(y@}-_J_gUx>uY=l>oFw@TJ*nhAk*}N)9ZQ4uez#lYI4uaT+Yy0L;u8S14wc2Qwnj z(xV+5$6zIkN~l_=`aX5sA4$}u+u&%u9ETOx{{=uO^I?>I>Z~w9td)B)n*D-h001)# zI^ws^`FQ_SS|US`nh&+#Yqaeo&Web~?1f+#WK;yih0)bHPyaeinN^>I=z{1CqVH~mvss{BCrRit?w51>_`h0Q$?Gc{i|6trlMLl@b z9dNX(qp%Ei+7?fw5Txs}&vRh1LV9u^=|E5RfH}GX5M-!CE-TYHd#w{_ z{;fNA+>vEMP_Kp-t#S-Mq>u&``O~B%@_A!lB0aI(AE#1@N13x3RDupauy_aL&ZTHH z0UhnYF?k)iUGyrc;dOrE~ z;l31U3zaap0#}q=Ldl7ToVkJTv(6b?_>`oXV80HD*byb~ZgY8_FNr7Y0U|lM@1TPq zt1l8lA(L@$H95y_y^Yx@c_ZVqq#H+o41PQvFa!ZrU-5{o?{-+ory+X@{(e6VXr(xj z^AGRoSzC~{a);!t`+u+`U^ZCzKqd|#u9No_nbpu`MW(tvFe_kNq8II+0N<3L)6)iH zm|Yxv8<7fB1`Sh>j+3hqvN#9DkUOp|WdtxU(Q3$HfQA`G4zP>IAF#;N!0Lh!r(K)4#O^vn<+)9GT_G29uWWw5U^yrSX=qLt+o`zXny?LmSS8t z`dMf~H4a{D*3{oWq1`viu1PcJryNFs1 z25nloVt2&;QWF3X#90@wB70lkcqV)z1%g9i^r82saF5vaXku%)4adUHw(Xkc|& zN$@3k0~gtb?_7_TxoUgbnW*(k*&TdjhJ!StdIJ0)_H7!Za-Vo1)!Khb3`V4<4Bo z_Qv!2HdUp>mYjJCLunEb#5KpWKSWMr1#Xd*C9!tu*?vjdU_l#P-X4IN78gD+a+O9) z`4XY?D{>H?f1Y#Apmu2(g=JKGeP|H`*YFZUg_02VhTx{>wuZ3bM(jJ$0>vq4nTv@5 z0+J4)d?heo&OUMvbQWy~8<4X(&_-d!**#Y51r0lPr1|-oK+xhX@F62l@uD5~*01ly z=b~8;4aP0VduD$|E>{Q1B#oEL0CgfV6gj!VDM#U%5oR>7`<1-0x@n@DkM(Wgzsr}A zb0m8`E?vq-@qr^P@^psA8DQ|CN;Qfpzu$ccyFeg~YpcY{Q7@g&F5w-%4IlFV%T5Qd z=F6E}DPgF-H=S&qkGhEKS#p{XyZN?Ns3RQ}=U_X?VHC?kF5|X^9v7q%1N5vFm`?zU zScly0flUg#2B96JYL_iTEupl{7N(gI-sGzQl6)0?oYoG+_*QOJ#hIu ziRq7%8F8px4g}jrNNawfSPII(Rbaop2ZyY_f#uHr;P30}2D)A?GAvQa&kgq<#LB+= z_e~x;Jk~BYkM6)U-LS|XE|n4R0}|qB|Muj z4kAl3j*(%!4bQ+-MGC7sGbF6a?aX78cLsCuv%T1&{_M2SpaTys#zZlY|dKHk% zvW**ce_YrN<}^qHHzyxO${;q0)9=@jFVAT8u6Ay}%u$_(6Yv6vbAlxn# zDm)+qWj=|KF%_2Bu;EU>o5HXijczD-KxdBCQP_ex7Y1}YAzOvQ6xI|=;{fRnu}Zu8 zKs=}=8+ZH@X{)J*g60cDPkEps6w!G0v#&S58zREZ;t}`v5Wse7i2; ziBKB~IvomiMT|u$CSq3TnFkEW3?mCPY_^^WGqB z)6CL-{xM8i5sjDk{y$Q>E-crbR!{&6CSi|YmXJ9pJ|hZeWcd%U^RhF#+HYeW6Bvpa+B9;#Zu#Mp ziun+=FvMZUfcc8(PoSQNt3=(bYYEGntN6#D1`R6uOfvJb2?R@AI77)1{7h7OyW<*q zus6!-uc-}d!p6g&UDbs|6EwPuP6A_v!2ST*5w0cJW5WecJHX(+>Uk>e@k6YG2<~{d z!bWb!=$!GH8DO47O#ZCF&Z$n_jT*tdNl-C(|BGD;DNJ=_-3gL`Y63Gho%T*bBS#H- z(CPXrB&b{s9uk|0=PVd77a}IJ@`(5#(RBHAFfP%mbBT#SsNwG)&DO&BY|3btvM+7> zv%Gxn(M`hIlEMb+I@(CT7++RlLv;O$0^!!nniW#H=t;Spv$3}1mhfJKWxwEUC~S*C zm10r+v9F8nGb`+-BfUy$-YLg6V{Q+6Jc~4bB+<6XiwM}v$LQd3CcJaC3ulqT4~_1e z)`}O#*8`%nA9E3_>-P|iXiI0UA0?lKE397P1N`3;uY=^hK&J9DIOu{%3P~{^hy^@&t_F*MIGsd#5bQ1H-}=L> zrs-cBazKR&TxEpL>WJw8qc);(f=L8^ z8pZ(FJF%@Bv?jE9V!ye#@#)HgbRF&fE3HIS&15d?0)jNQN zCxIOWCmwn0hXJ0Re+3A)Iwy>me-t7G^Xw??3!P!KkrF+#-|GlOL@A;(bmWAli~`1w zPx{QrMQ1No=H>tJ;bjMz*|S$G5sH1{NVtdR!KSylqxRg(dmf!oKWT5TF~BjIp&jJT zQNl2%qhJULC9&6lWZeLhA{dh-j?l)c?JJ*NbE=X!c(tBaJR90hJc5*K3 zFmmL>0INe%-Q?tOqUOOb7#W9O@OL+Za6>nAhCrq^d#`G#X(a(KzF<6N^@lYBP_ z@%|vQ0%*XAB*)Ls|LZr{Ixx4Pg}g8X_Ima97s^C@!W@L4<8DA4f6jmXFbCEf2OVCv zFEQPrVN$6?rq(qx4+|=<|0!6lpuND#$AP0n10LE8gBH{8(>b8Ij4MislI~^<#j+9J zKt z-vTBElNp*=emVyPgK>?Hj?VvvmA+)_K_qRITY{BJ%Y!e3kL@IDuhvc*Td}R6-Ko9M zXJ}|>E#MAlNUo$zaog@SQzH0Fsgw}*7!nnVam58yZao8EWY=eI+2*tDTn78>rzGF> z4BubBOrVQL9Wmo^yEcyx`9M*T2&yK5Vi;9iM9wqArw6wlO6J(Va}lJ?N4TSG>1Y*; zg9mBx5~?GB+2Pt-v@|=Pa5cl}M#dPrR=FAvamW7>iHaUc@bY9N1VkDH4gBtD3$ zL#zR$EyEfA22dZeh1#x$spI!)%&!8)6vJ#suU-Fb<1Q#DL2#vG56F0I+e+sjqqNd!i)7ED&26P;^czJFOrS<6p8;W-x?0Uwa zE2kgtn|mQ1Ttv*BUuB(YE}4Rr3#xZSXMb7V4BiEKoI&>x!!G8@LlIsJM|UtxTEArR zgZ;H8@hre}hCvK{i>)%BdSTcHlHN;D0^T}#dR`tCrdZib?r_doINuiABu0PVo!kq@ z@NFF!=HS;eq~mf&(RTo?G}+Fhq31-QLwW;%k~nNdv`qoLJ(ydJE)PLeyhTngk5FgQ z_COTef;9m{E^XCk47DAGbAI(oTn)M)=(TiJxzA<4j8@8=NI;D%r(Va)dNzzx|as{+p!%?*pX z4fvrERdzF&8K8%1w51 z8}BUF=DT77e(w)2Su7yCS%&?=^xn;BeVk*z;6YFN21sNzfWkL_)7~4I_k|NDth+tq zr_if-e*xEyk=r zZ8_szQCdYb{{n4?Hpj3(0sRaC38)o<>MHxE_BPsuy?pRbo9Z zNWKe}kga756Z8mQJKUO3FmKVKNYyoIkKY_X^A!OG6e=F4=0xV>{@LFCJ3%gH0=~zs z&BeG4W{V+fPJdS9HF^vf+mXIz>FC!eEqyB{RQ94fv+}Ng?2EcNZf+B7)ysthf8WqJ zak^TkD*VRqxa=>dMTNF3o)LCEK~Ge8&6?lzYW`U!u;s?htL`yx+dp>u>=yg*X;nr@ zr@~{~Q%g!)0)J|6&zdjzx>q~=eUGo=v+8Y3pU91g_4wqQ0UPTmD|=nI82K~#@nZ!< z$s~LzjSy7$z1RA16t;%tX^!f#;Y^=wif50-};QNuR-{C zW&1U5`;PR^WQOw(9Ps(}?VCg6$7Qm=Ud@$SliB_Kwi>PPNdNU_k*tG0VLhCnx(Lz-kMGO!0u zG==b^iwz!XP78BJCh=2Ou?Zug>AEJVjzf=Q*?!({o(FoP4Yu(TXVox}9JzPc&f`GY1B-cswh7X-=Y0%*>?Y<=zDYNfngxYq= z+GL!k*yOI0c(gxdHry)*KigmWgT%Dz;{~#G5&8tzd6+BP@GTTDxOwK04#c$%+&pzP z3DXW%IcB&p9j9=;K{hV|162IHNGX4vUmne!*- zZt&kwJBr z(pdga=!PjnW)JljvbPR!GA<2qL1%GrgyAjw`t|Gd_VgAXe}6IMW1AMI5B;v{`ROuZ z0Q0Yph)O?xd+cC3bT64V%=SKi+`I08|2ajc{eHV}bJmZZNEsdpwdkhfPpy z+t^GUz-OS1Jmgtp7%md~OcOF+7O3&Ejw+0V>^e8|ovW8E=-_>{A<}!*YimQpoP{I3 z)(QIS*TjV2FIJcQsGRe#rk$S|y!TpSTDi`HQ!kJn9deeO5)u$lz@G6!M5&&pu)xmq zIm#F`dOybD;ny7>6q7&CJ8z)BJo&cMwgkC3^gGffzSd7%y>n4~r?#G9@Y9?7r#CMQ zeKj25xTMl|xc}jJoIpXGK!YQhp`3iD<;o3@UxWT@-kcYAc@F-XI@xMIuBFKD-dMX; zNe!v~H>YJ=oZUNa*5uE|(_#U_^0v!t(t}{V94A=QI^(rjAz;mFSt;gj0D|s`_JbWu zGVe!}+>AOLs9Hj$!cXPn6j*lg%xszw=(d`tHflbNtOI8+6{1XfsQm$|^Cd(-(Ph*%tFMPT$ ztKWbQR|qSb^)Pz&-(#YyUQK?_zniA(+c`2QBTVeExPfaF#48kB)FmU35C zz)x%(_u^NtjPT{pf1Fg`yL-2`wRHprAax~?7u-#);K|_qxax4m`)YjFd4qxi>oTMm z#&vV5Y)cQ&@F-Z6qv~tc%^L6>9w^UZLlaQSmjQnN9#F86&dM>ZrLf;Y?6fTm z_lOYhbM$T89^ZwE>!l`2 zIVY7TJO^8EXWoA|^AIxcz-yt^&%?Ic>G%!&IL_rNrydq0>i_3xPh-dp;mw=(A$vAR z5B=m!ijUc`efxU*I)%*cB2{R1_AOC8+=u8;vSc(52br#p-?ILz|9ZRp4_UQwb}P2` z3=dr_eWW-y>`%k!&us`YTq!QD2Ee)qABK;g-zsGgL^Yv9kivvQQBl#cZvD9PCUSDs zcUKFjYHBD)80*~*`+5E0p99M&P|5ax)p@U$XCJW#Pf6BAD@qIYzM~mVR45}DE5PLC z4;QQ`t3{kU8d$OY*uD6tpGz#432=1WUolZ};Xsy1q;vJa_DLsf9;Nlpc(z|}?Cr){ z_s~NGb)f`wg8>;aSH`pqq2tj%@&hlqH7=Pm#z{i5Inns5rZd;AopMjk)SbW#ziZnU z>ksx*h|5rm3EJ8K^vz$}ipNb>AIoA_WY`8BPw8(~tnd@!<-KiIw8IKC{2#p18TdY1=Wk<=v0mC+2>^!Zo35=He_rxJZX^V~BpV@}>51(eR)EooxzF{O2 z@n_x5>H8e{!Y43;2L3MhpM-_kLR+q%dh`)3#e6AYo}}+k?NHuyeM|etSeGGNDZ9#& zxk=;Y1d*{V*4S|eZ!m2ixhshGUz)wDylCiazX$(P6blLB}5v>rrZ^xXeK{ zm=LcgY6Be;-|5Ps$kLPU%qlIW66N9D-M9t<`-P+xEFVD!fkxX|}E*$0Dt3gAyut!&y- z<{oZFk;%p%h=O-@!r!w?B3_oRdXiRbN2mI6UqFor7c;oa-_L_<#tfaaXP;4liYZbP z1yoQ~VqU!1PK7ukhYrX#J#Sas5R#Rxo-4&MS;BHEN-Va4mejxzAtYIe5cLPFspr=1 z@*3JA6n=+)wfvpqu?7X1r-HWIl?{l@Vs_`7`Rv)(W{Ognjz6d|k?{T-{`^k(Y{&6U zi)%L7U4$Qqh%)x&blVHM{-ktM;gq^-q{3N6i&JS1-huvM`M4URz~~Y?PG6ViD1p`S z)+?$%Mn<>uRlW`_j~=_+VnVvz2(ngm?4IsF4|%5OmDk(VV)mm z6W$eB{vj2<={=RUvDV08Dtq>n+ND(M@P|#T%|Y?pHe(0>p>6xZ9F!xwM@t2XXeT3$ ztwKV(@I=a>_-N@$WCoE{k5#mmZMhy$`psef6~mg*ER|i-T<-+!9cODQOH<4jx&BCA0 zUjJKUxc1`v`sR&BQ2dkudG$%P>qd(_%5pQ2rqw7I7G16mqk5RRsqNw50}6m+ikeNF zUbn}#!GGF*GlLJP4j76*qcwEbMF%*@Xp$WNkm^r=cd*ECL!`4DU(dW~@#n)AOH|-T zH+|k5okJwf0mx{{I2Mz$Jd9EnM|{c)<33fUE(onfmta z7o<~G!OH9UIjE_H}6%T{Ep~|1h zxvnkf$MP&wlJy_&^iV3@Oy$mmIsd|7PT*iSS7-E2ywOsfk%D1>jDvox(4Va{7H_Kk zroxOIq`Wm_hkioC3Ewmx!{*y`06*5I$}07rMQ?$XN4zp?L`3o$<~kbfs^~3*WW}Zz zt2R`?Z~O?`0V?_6;-U+qA%`ufhkbFLPaK{SKC)nO)5)g@;taEXHvj>UZ&953VtN#U zX^HL`nB*K!wEw0=MPGn)bPmcg1JK$c1e)F~IuiB!E)^>G4hBRdqJ*|q*}J!F`o_<- z-D$bTM(h}O3=%h2&)lyxJj;9EcrKjr(qEq<%gJ;U1vCK;kum8iM>2cvP>+Sw*o0!X z2v~kJ{G$xeNx={xJ#24_1{B&9EiYfW;?NSE!p3Zpb$tPZR`hKc2Ss9c7HqGhfds4p z>S+x+wu+isuYA30+Q0R`1pkdaKLnNOl|w{D<&{qVN2~ena4_ix3$ncLaT)i4H&+WW zL^HHO0FG(slHfZq5y(_>me0A*3 zyS!?c$DGd&k>BUdHFatd$Pidto_tm^3eAEIe4*3p?-d~) zW%zuC3bzgankn0n%|SRZ2qC4Q6{ieXqeiDH6a9KPg23VOm*PwNR#2ZPZKxNVGjd!Z z=dy|*I+Sd!(Vh>`YJ3(&;+1LvQFu;5Qc|UDHx2dm*%+j#cw@rZ{14Z-u5||JZOTml z8TeLOXfu1^Xq(`wikG2_bOtU#I7~#irc8m!?CsoM+z3P9C+pr1yaJR`3e1{&@!}|q zRjr^RIowO}3Bwc>yl2=Ry_eAw+<(||+B*yB^$AU(8quSX@u=6%i)0ZU1wX_VP^op~ z<v`;4|=KjW8K}p0gsjm*S2o)fQ;)Q4;#Yn-#kPrfSdEeuG7Jf!g zpudFVtnt=PzF#E~)t!+hLn?rDG{9ZzMks3vxv`afEFXsUCw^x3-f_vqTf^?`NKCN_ zzkF|5jE*x2OB|Jpkhq>;X=-Y~bB^p3gas4hz_5_8B~Ite6JP9T9^NQNiAS!s6PR_^ z`;Dbo#)~FISXw&$&9^lftrXDTYlS&f;f4w-Lot(!Vb`zJ%kuqY21i%`e_<^IMYb?E z509{6S(1|dSnABj3 zHkc1fqwm87+;D2;AF$>Um2U90x!Euyqy4wo13m7#ACYCFxD3O`7t)&V@eU`g!*q6s zmgUTM`G=?DnW}Z@sXuQFzCw9k`(AcrFdz{-EJr*$B+Cq6{5Ms)bm6OTIZmK-9YvY> zx(H;(L?pc}xeB3>=@~1xkVr?mKFzQHGSq&G4yv)skb^T|{q&|M55^E=eC$u?bm2gy zqg=@I(;UD5+`nme;iM~HKSb$BfgE3oAKp`OFz}sOoc28lTTJp$>eNhJHOO_sBKFC_ zQLK4_Gy#4Qk4B6L?Kk;Gy-sc1s$B1ROO`}~DQ8y^uSii|ZQIae>eAqbiA$=9by};` zIJ2*yDiM5#L64%wwcLx6)DAN>b#bGVmLyQdk39S3jujr!h|Xu&woDK8!n@55ty3i; z`EHdI+^CG~Uvulnn|rmM%m_=LRBJ)^^7cu=BU?4T-M08USIM5pw_{8iH^(8nCTg|~?3r`=@xQsVUV zMG~7`CXXE**MT2#L5Mxg5iv{&$7sRNeDE_+k8*1|leBh=iQ8*IuBlVXf?_mKyoWS) z%rf!g1SEB1qQ$=l%k}c*)){-$-j&o{b&lV1Rpn1vyEMCe+n0z-=hmuR{u!bEpmZl| zJk!knAnyq4@By^NKIr-|cQra$VUdo+UJAyXS_x6hSgG)zD6=49Gh_wz-K&zE;1+9b;u3M_R*PEV?oq2~@7&BVNyoPc9YLiEod(qa zMiyVR)MN!;N>*LMwuA@@ z5hyxX8L@}{K&w;T#^=h3BD-pd`*6U?-JD#lhfCG%sQ>MG{518kab;=4ZCgg}J>H+Y z>06s@94gJ>A@=l5gI_bbgj}h6tbQqI9 zsrH#OV!ArtGdBAHXZj-~KL>uwR>rmNxb|w?+BF5C`xEqGrTZpyLr>55g^YTJ^hAr7 z5}yZhL@HcQ0qL|nY0C_UvrdQ48E`lnu?HhT08FVRPyX}b)`*Ek7jI(%6i3l-*DW*w znGw&Cp&$%cD6b(rmY!SXTBQY6%-8`xs*A=G!@q^R<#BHU4{nIWI&*1ZN6m-Z?Ml_0 z^dAg3;f#kb;m~KcjUnoCMsAf+_ctf|J-OEWNb$k3#APCC|9vq{dOzNu#~&H>S!?fm z*S2?Kqmgsq8-qWW~F?`j**{sYQ&+$R8~?)VJ*fJIPvP@Ep|6 ziiv-3qcJx0Jkj#b!Kj0v?WIBwW}zIKhWUb|ZSTXfNRx(0mo3z-u+V;%2N-5tp{`|I ztTD&Ax76FYpRx(&xfVU3sJ()|3Nu(wjPqjNt;qP3K989!G{GXf0O!TeXCYVoF8Kzx zPpSrKBR&_Y)@Do&l-XwA7&}eI#(rTNi*H1h>{zjBv_z5M2oT~p_X2Q^8v4w*7p-M8 zr&$@-zl&FOMmNkb`{&4LOd52p*wN{=d}sge^7f^p!FxB_f_L|11!f-NXQL@ty~)!n z1HbB{1jZk8yZpxH(TvqDe3|mUIJE03^p$h}okTEdD}*>!?)W?2U}~~E)m^=)uk>El z6!op4DGFz?b{~zB?mpLDl+eZc?@`j)%QI&Fa&Tm3J;i5IVyeM=ddHzd=+)P)E6(u^ z+IkOT`^_y9-F1FDOW)c6ZFBXQSFz-NfOo{}1%J#>X%7im;(&e>S5p2Z%Wab|5cJ~y zXs=%DCAoh*jde=i+7xQ7(9c~?B_;<2QVylIzMzs)W-{@7GsnbjXom@Z%z zO1}}}*lIaCf*ol3R3TioXrCBvYR65A71$8J!Lq>?2%R_(x=sA@3p$qJQ{NU{Q2Z^h z!RE~2I0FamCTfa&7yqxoHojoca1yi0BWPNm=Yk!bZ-x|wh1afk?kThh6wM%{jbZEg z1ZcJ0{a!g5opOI^Dl)Fkc>eqnw!798XE=CPZanUCXdQiJL#s%6L)A^+hOa7!SIdMr zdh*8*tn4!c*Cj1svSlY&1o4f1R3B%#xuvGmdSTZJ(WJ)EbdG-JK zIb+q0tGlSZ+||5owqs+{(-F%VIR||9exumXm!j+R9Czxwc?dr;;q4c_5%!a~)kB5exZ z+}WiimaNXlo334H(fd}g|3PW6z5Nn=IC~#$u$9%F%sid%{+tjJXs2A7L&;_Sg|&e^N6hig!{`4atgUn` z@s%8RV?I9prLdrbp(*-hTYmOhze^dTLlM`34YGn-ILH3dC&%~=<@s@$HnP`sQ^#dH z;s9J9TqdyX4Y(w=8?VosXKnvxt6!z)hqr}^8nW!^&lFF31oRz^+*)x~F0?`R;ScV^ zOgJAxl!M&ZEq<6Fl=-7P+ScsUe1N}Uxxc@K71;FUMRpgauy!1Ko&4;@bjBB-;>N!b zp<(l%+@Ago=Jl+BbkrwFvCa|5=V1j~5IPMSCPCB}G%fY~SgD=*R~1`y;P! zTHu|BS7k4)$04^vNqv%`InhH*%mc}Wn_~{B0`nxftEf&`WiTW4^Ugi7M={dFL0%(4 z4WMm?RH=BzMqjjluI~H)J<_b<5pk7*2>acgZVyMeHZl{I%kJeR&TD-_T0z_||^ zXZ08CwYmKQfOw{K^}eTAUAd4@@e!WPy}$SL?qLV2T@tC~sanXyaNS z&H4UL+wx)a+hCQ^=TKL@FlZ8`{saTRg+=9?53Uc^I*@V^wH4E>i|oVm?pX6QoKj+JWh?7NW_8(mO&HP$tlv{SE$Ep2U_-BHvoY`9TqK?Ud z|HFOp&bC0MuoeTVzT3+)b`)z#CT%)klJrk0p5Y^ttKM~IbQ~oOdDYIPvbu^NnlwkS zPJ2E-d+7T_+gj>evLnm09mn##T-)DZ+*N$c=4`s{srmNDx-kVQ z%R~xZ`ZA0m_fvUC$fTSaA9-M1=F%kF^1Yx=6DR^QB$U^p6>Yy4R<&29sL>oAB*HKZ zPI?*(cYvmgl9?ShJ^$Sy6biu)CbitqRgAQlD}oPnP|ws}IWw7qIlVXgxzi9Pb;OH8m)yga%u|I$7&{QHZuyXMr%ux?LFXX6W0k0lpeq*R#4sO10u2f z@UZFP&q*<32&cbjO#0$oCyMvu^!Kej=w~VY1uYd{%mk*E?K(XdOkNhuA0rQ8DSHy1 z%b>k-5g4-~ZBSQ|loXy)BAIBj>#ML_tp~)QT+4(e42vRFR8Cu9JTL}rgl#P-{k6Ox z%AbJwC;e_5#`~t$gRGt~sNmu5epb?A{l1OP(^VD>GTwuPT)1tuVgSy$A^%ww%Y~Gw!lng(#W;b4Ab#?XnurqFMZr+ap{ApL| z0<#nJpSn z&1CcU+o|)dv%E^5-QuIWUbv>#sZk@8AHcRN7M@xC(3Q5HPs)ZCN;E4*tB9NUQCCI6^LTrQsg&d zr7{`nsoKFI!06jnQ0pM$hiuWBe)8ex{gyPx2Q#}q$Hy(|{=jC3W*>poGBTe-(`%QE zp+?!Vmd=@u8csd2j^!v@6RouNW=?QqB(`Mv_c%d~COPe8sLO}FPl*M9=VuM~XK4V3 z{l9@Ft9buziyRhDw5ZyGJxnP_W;me0HME&OFc(o}p};BQBQY~Sl%04^b6DKC!P{RZ zSscMc=knF7+Q9Mf6Lg+ug2Uwf_{j7ACzU5Hs>A{R{p9spNEM;x&DX)7bhc%^QKA(5 zPj&f&mIKO9UetLz*>N({r^}};#8`kZ8Q_^!1Kzzk1K?G#VL39too-=;9w z4F<;gu|0JMQDs>iPTypBdqBx*DZRq0>Cb9f?M#=oUyC`OvV>W`e%vA-EN}?L+>uo= zjF{30@Z8UI{z8E9QDuQSvjLl11J{K`uP1`Vug*3=_cTDYNU4%?XfBbSD4bdV8b?03 z&n;eGsSXgzA9U*aPp^z1?&=axrDovvMV`P*i8}?hs18UH7W3Ui(Om@m1GqS9f*zS~7Nz57*_Wm040s+i}s zQRSn6`}p5O_X%bJW`u)u8{33pFftG#s8#7&5!7eIX=Lr&xzBq|dgF3u_<}e=(LzYK z81}-#v!aB5xPw!+r$ozP#=E2bV?S<*BmONc&LRq(z1oaHEZ%G-Po^RPz{d;szVNrnf>o(rliX*xZB-zKYv}$Z+1^A zz8U|g2(>Y;)^(JzX+6TI&=wkJZdhh)%^stmFyZXY+E7pvII#^aCMZ%%>e!d(Q$s4Fel9Z&J&uEJmGeC zSD(p|`JV)f4meZ$829%(5(yf+B*j&9Y3pn{JDX4COgQp3x9g~2Lu$hCF^AkT^GVEU zKKTVtP~wB)d_QTe$r-gz)$B)=gjJ~@`Me~jCHhyEMT>YjtKxn>)J%9CC;n#df`q*- zUt!*wSl>BCKRY0KgZKDuy~}Ubs!HD z_m`379h?8AFFxHj6V?s$GIHwfYJdBt-p%V)-u;!uxJo{AnjSdHx1Yv1=vLj`|7K)7 zBfMPb<*HF+HfJzl;0J}n@#ibvOlaVlXKOlO3@X&BR1R0=Sw0#+30rOQZk#2%VZ91r zhV^!MsLW3hLazk1uB`jbx_9eLTTF=4P?x_-BX0=E9MArb(!M(^s&ni9V2R!+8Vd?4 zSb_yqzyd1L)IpzV+(B+)*Xnq|M*P> zpC_@i?ckmOkj5P1Up4uxX#O1e4h8Ub<;}5b2c>id7rR0oAep*bK}(97A%10RUWLzU zmruMk$-K7o1HX`-M&nK7?Xx%p+g&#?x;!Lu?{unupQg9LU0LxE_9_JbL6q3yzYuW zE0rJrb`T%n`f0G-geOX%FJQCbeblPP1%XWy-Z`-?!%lUMk4QS&sFq9?-MTG#a~KaydpQ;hHn=D46xjcBXwd4!Cj zqziLyW=w|1_{Z5ln6G}itXfv>#`wlroXN%FU@h8m*<{TmV3Szd!Hos-*(h}-^&i9K z(yJz`;}452Io>+^SznMfNRs9|hXOeF+a&5Tc77i_=J!;n1_6E&Hep<|d_e;Y3yIdbogeDs{RW=kDsBLWoUkG7yvj+mZ zOjBl4jb{|J_Gj>SxVM;jZT1(RBQ=8LjjaE7WT$>v+DqZnRFB}5tqJI{21j=X_zsNe zy;kEG#?6|QP5|F_&Vzw_k`{F7U-@|?UrKUud5Ow&uk*d_vXWZ};Ha1yASSk$yq~Yv z(ip~kb;#S&VBgCTk@^lBq?b=u1Q8Pp!o-Rmb%UrqO zHTA;cHb^MFYcu%0w2B=a9K^%*a+qBv@Y5ue)#&~w5eCfws~33(U%8a*(Al*Gi?Ow* zwUnBI#x;NbTb}WkjTBDfFdv}nGE%-Y*EqDQJcxgR?*ga)L>5SLjROH2dTd^QTumwt zq5%rvm6fRQj~p8Va)0-5+z6lpU`S8te)Gc)UXw8j2#TucZTbC+qsBL+qdB^c>su9g zc{6!bV<9_A$-lKg+b~0~>!agT1b8VwbP`9kuy>t6<~m$PWnVBN=Ibq05sfdfv5)Kf zXxSD`zIob+q=tRhvW`&O!<>YNY9x77ncmtq_5GJ`0Lq0E`R!nMSYBcZ(cWRF6&(|P zSWh8BqfH>uRV2b{_N8G_zHRATbaI9`{)Z@8Tp1|3pE1AeehPm zIR7egAgC+AH<>(Wit@Y_)p=klX<1+RT<=3$f_V-9B~X-=iss-Vgw!*mw=PCS{ZN_o zGI{Wi?hJKjhDG4Gm*Kt(cjvvj!b%Sqr8%J8K`Cs`iaI*y?T|IVE&%+Cmn=*I%M@XM zKh{Bk)O_mrg&8M*-sZ;d#ChHQb8|#EXfT=MsLP-g=s>#^xVS+FtJN=I26abtPtC8B z=Mwe5c0_JJo=e3ou?Rd|CNp<$>d)lHRnd1bv^khErKlSMmQT@s)RdFBUW~Ue4dH8* zDoU30ofeVm=a!uMya8B;x{v@hCbFj{T1{R3WQLK)GP+=KRb&An4!k_C<$5G&%ZsIx zD0AuWzxwNytDNO~yKf*mgSL+V9n61OcY=P8Mb|e9P}^sq4uobe;kuaXLG)|2G30LX z!i5i@sTYKxALS;UW6Q`4e|93CYX$;SMpyf-Sg^KVFa2j5kM~OU@pOFMEpnZm@T0; z=~l0n5eg%E*_uI_FqE!#`;u><5hP!#v&bpA&dtc+lCAdI=VbX?$szQCJ$@r5=DplDZtxCFA0kj0xV8Yo-H-DBopYpRp zlEtE|4)W^VS4$}A8|K8`3l*4Z3?*GppeWw+6V6Sd$CNW|*ix8&u@8I>LjNK2-asU3 zhv6i9`T4y2QBh^{IX2(Al-6Cz`p+|dgMWw1iO^Z>)9KGg$T19HpDF{@C22B zdI^i|O(LTp0m6QAgK!WJ|7NamBP*0-5xUaVRxEU5wx83TzqvN>Au6{&YcOc0$T5xY zG$?8P4T!4s0FM&BS1kHk_3a)b7ooW_0=Y*MzTV;Oqmb;q!)P1AD$@t8+$lb#|5-^% zJBA~%l(hK5C9|d*TR{)X+LQC|^uE3;r9>af9Bv8Y63!UlrXySrFf+g~ho(9qDk|#8 zqRXtsf#e2?*dP&4yWCLVnh&ZNgRA%#SSd;8{*Flj*Bf9SK_MZrpccBOuhY0@scLk` zh0c%eRK{_aIP0UEmi)MXe*!eXm?-Cva2T=|jEj;`wXRK%KhV*uiwp(DWk*wR>lI~e zNBku8)vYi45D2CCy?ZMFmLI~NxR~$?$PpnI5e*8)S=V0snmKuN-a6_<$jeZ+@#Gr@-n*9sirNNn3gp5L!)kNW zN@YYs zuoelm56%b(IWa`io|4<0kb1ih6x9Seec?$OSTcMsBv!9}YQY6M z1+Bl1q=ZC#f9Jcl(Obv@r}~w6$au9<^I866@c`!>X;q$xhs&Cqgb~=0q>}K3d&}Rm+%K*P2}b25`UAI8|{;(DCZ@6 zYAS(wPyYUYCP2+b#qIi3_@wgCTl?Gs#e)dLUnBqCx-Z%_+6 zn%Mbg^cGYF663rg7X&W%DzEdlZjt4)KntI2P>e0R^LY*mVr=YBF*hMI#MxGf!c$Ex z(erWkhJ*#=?swetXdZEgYF5Gc9~7mxAaML(&95djo@8O|<4%2&9(m1Qyd1kmf&1*%^2LgByWXjO zLv8=z#`F`$JjJQ1kesGH+peVE2nr;}hoDYkkLKEejz;Y;P|pbI0we>75u(nXNGp&a zF?m_iUpkff#tV?XeiwLHvhaCT)&b9m8bWP2eHvPmwHi0yW@q1)<$0zVZU#?B3&`7I z>$G?1S9_^Es}5MFr)$oggC!Dm|6j$~zFTt5ry(={a}pEDP8OiJl_!K9@9q})@Ez2u zzifM!DtkV$MDEsu(4)e| zpeFY?qSlmE(2~0k+IiVWyEsQ@&Xwe})kH2#7k7lbqoiQ=i-;`9=2W$jH@F+CHa3Q` zl~Z!g+i^O~R+%`2y?TUyI>JPbEg7+4-@oeMg-5fyxqddL6WJ{VPaPRFV+ZQ=(K|2a zka*?wEkY&v(N)nTStAt%fR6kZy3at6ZlF;0GGt8sVf}yoRp>?WqcRgnANi47wE_G} z2qy*h>{2-gQW@dA5&Z%HX9MTl4B!fA35EtX67i9`btI;#qapwybpY80)q>I zqza2lLeYb{SJkYQ?opW80jG-ndbJqop^H&wtU;R$qkI#lnZpos0%{R*LqrF!E}gH7 z{s0^AWB{%P9XR=_Fyj3_sF5o@3|cO|l4YL;K^i@)w`4Y`h)6sfqHN$BN;s4Qkg~Qr z6^@!@oXcTzTDu)vO`RHuDG96svT83da!WZj6&~{_&mt9-TJ*D?;Lw$>0=Bn<8jC)7cMf4L{@R~__bK5Q7wm!eRzN4F1^!nn#m41aV&D_$`QW(xEc{*$# zH;zZQsYAB|C8LbW{myQul+`aVlH*X2hkI0CL}T4JnE>(zpYY) zhsL`M(Bd}J$xLbMz*G5%e;$)qzS))qm(23{VphdKS z3k=c8r{wjiG2YcwVWfa69jy$VF3)bqFL7;52gc~UA=mMbO0%d570r2eB;|t6T^C9K zEQ=0gU)tv8_qz)xJURBIqO8nat^;uqE-iP}>ab!S!Mbc&v8<#+GxG~NdUT?_v>t_I z2pZilOE^VnZvI(9BHZm*nb`H0j|5Xepc`2_(UZUoiTHLP1+~VhO1917#k$-<;r}ZC zc5UB^Gm!icZk_)@*DXk-{9t($juim zI;l(=dtL9J6vxOpw7k?ZHa3nq2eX}@&4uAOL6U7uLVEz?w+>7Jc?%26YUHJArR&$P zHyB|e6AXm~HnFrpx1R`QUc+sJGZHa&nUUhQs=r#6aT<3;Qdl@+ClG-&ORPA*JFG+O zd7k~N@CDC@n2eNNRM8kJWy$|*FY^d@{Jn)Ao|NeuNI@LYH2Y@vf;-YFZZ*PB|I*?d z`)4d;81Hoejr#;FJfi~l9C-Mfw1>InTRD<#6OrHIC^UPBDV^dH)zHdUym?xq>1o>G z1~viN|H!@W@$42aSU?mXl0QhKD2jNi)eEY3=PiZrgkAV^%{uxIk85t6rEG<&FW5gz$^Jn} z3Jnf2D-4}3y=Se1^+=Q{BQEYj#@JHQ$JAPhTqo0{X0Ti;_vPr1BTwLZej1+t)^DP3 z5Yq>~F6N`DlkY~dM~$=D`Bz6*P-D~gi0EM#NTAz@99IV-@^I@ke5pT4Q}T?>i*@lC zVfJ!s*Zzn`XHe}5R4YW54Y!Bwuz7V&W=C!^Vd@fxYdgEgSQpx{HqY|A6$}`=hnP8b z47XWByQr_TfO0{d7K}imdvcVF%maeLJj&OsbjJQgvodtkma5O`hCFK- ztkj5?14dcoxx1lDEau*`r>5%?shH%#l1&R{(b7;gLr90d;b!A(O}439*UUOQ20MH= z?m3@_<3*Vtk(Lz8%r#qjd4vr+;pWeu46CylgO7#RQ$ZG!4>Z+(YjYrAYncBMd( zwD9bMSe)Bz3&$^kaU-@LNW|Q*S61n^oZ4)t!+eOrjor=_dbM~>)!Crv``~1Ij~TW( z3s$T+3(ZWKFk~*hsC7phb9Kh2fsM`za%^V;SxO}x1L>iN`vvofaBc^Vg`l;f-p!fh7rSAKZU-Zhz13AV$ZG8 z;-SGKK0FBJB9Lful8rpadJkZZ#z8-&k<&3QD-cvT?d-RZoqIf;$OP{xT+LzeaqobFmCja$4gVBg$H1xE?qP3BZ?#oeIi7Lbf91I80L7aj-kZN5B|O z8(!ycV3MXE`=xv?z7LMa56%z$Hs(CWUNI&*LvmvfNtd#l@$ly(!RyH(OM<;N`y`T7 zdNhjZcC59~-A=a2dxmjgb|i0LJwXD}PF1EXoCf#|>?dx$LnWkjCQ__EqF(N8dKL-` zKZx2*Caey%{H&p*1p&4r&e>6B;2iSZiTD(LbR9R=M`$83^DtRR%u`JBzoB;QTrrRE zxag=~p?xL;hS~_GAT|NWs-u#|OM~bx0kyd9Xms_7C%+-JdPmYch#PWsD-r7?R0;Ru zR>O^9a;(DDw~FD(-DtRJiCM^}z};W+biB=fTRHLdIzt_Kuo&{>#vO#kga4g@P z_58$>(|~VacqY|wO4z%lGLnJR6jS5XphqU`9E^A1f*+^bz8+3bFo@%OZ6V!`$Miu+ zWwT7(d!MO!$amm@2arT65R!eB7;Y=riMM6}b2nRw)Pcdx?aYKVnfDFaK_ZH;( z7^&olL(&@WPd35^WDfXA2NJIUPy)$KR4vj_xQ|$#tJ{xTg=fP7nCNQ&vyq}z0;e%X z@iA61M>;PG_t}moWPkyGF%TI#MH0;=)?;d|{VV9^3v9DLeuDuQ`n|oq)=*@Ud;vy< zXK=_!v9$+lxuQ<>T5S^*FsUtj0t{+mxRNHW3O%sHu<_DVfRqG&E8EDp$UKZ^NiMe8 zH18;RAaKWI`1||!xngbWb38}8M*7O7Ss2MgT+WCx8)P~>FuiyNp3DJ)q2hFxh3%@~ zN+n~6`&~!cVjai1?DCIx*#qOyDaQfCV2-pWCU(|gP%GJTC?HInIF2wq;C~u2KO;!V ztKecqjsgr#I}Q7++5(SUysZrP;XX-^SD37ewDc-*rGT+$8@rH~0rFLHh^eb8LU=X2 z`@&Odu$FIbOsT>#J^-;#&cOIIiduxW+5vHq6rM1-;OlIA3pnxDKQAi-#YzUu#&ZX^ z0_Z#bzH3meRO61!{V@gXN~s1@BO_}Cj3@UNe~5fbibZ_cA0p~_v#e!FvM%gxzCzKp z`f<(K{ivS;A|uV(z5=)vq5GhmDaNf|lsXmYu~Mk8@Mc*G83b5n<9qAYHgORW^nyN_ zIe(nFkNz4T)n{Ye0!>v3;@`$|qo{OzAZ0eFy@b#EL=0k9zraYBl=Sn!g;2#H$mvyh zfV+qpukW*=Pn0~Tp{6D|@r8`J3O(bja8|p9^WKp8OzPUFtQgB2Eb{Ui=$z^gyjawDaVR6ORY@1x7x!!_;+R zKqML7Pbh&93#PmDx2Q2}%$}3#5hN!Pfb2<~*KrOe;3OPSf*T8#(%x0>l-qaw5&PCyP z*Lmyu>?dSz0{o1%Dg4@WYpp8rMq)z7Dzn}yfAVP(>lVp6l5%ZEriaW3b6Ndy+Q$%A z0hq`zG zFQMOTZOFYy!7*$sdd1A%T3Gn2lW%_H$Zf*uZJR&qBx?3(grh{HX+hII|C9U%QB>oB z#F4pbaLMsD5B%cr4w2_URMaYtU9ljmyATg8@oYzJMxuB;j9B!#1wets_a*TW84}?K zuT@138>GuEyf2<%%~C_Un5@M6Y60A!pw=x`9tk%+8et&z_AH8Ofjd{DL-(fnToC^f zaY1nR%uAT*jOYGTainf@Pyl#8q8bXp=y`x%7tm95U?h4 z(nGo2tYPu+!2@wsK-4-|@IkRi95>8q7`}Lp|&} zD%s6&K3vXo3mG3$HmezgeZX$LTycVS(~To$0|L4;A6kqa^+>22hdX~Ef z%LWCok=V_Rl5;A(&2>Yo6Y>1Noj>2e-u_AE`G)S^P?R#_COiEOdi2=X7+fll>~P`R0EXs1W_v;+vF4F1h2``?`62o2ZCLzk+Un&i zU^3RlKE%Vn zny@6o8g0;RsYT!)9-J7CoCpvn`)33YzLc|+!2k@I>G#@)F3%FHYTym-5LIy2#8{ka zY=EO@XqX;c4V^rZWMd&M?PP3PaS8WXR?wc}at_I0HKe?RB`=lXPzq>att!SvF;b;L z+($bH3G8b;lkjc_EJS)Vrjt2G??)SYH?Tm@W@0a5WE2WpbS`3tK3U5cBx0FXGZ5A= z_Ne4Z2?F9JC30v!VM`L`w{35IcPU3D$av?_(iNLHxQk zOwZ&owyWf}=rP_kj>t*c(VaAXJKQe~$f{Q*D|4|no&y)ipSpaO&l{3x!VP8w?wWj+-^6Z**4 zrv<|;%TXvKD9l9|)Fbr@k2h3k1IH|8XKHym30TLnj!g6`PdrpcDt3g`4{yJN+W9k^ zv$J>R_xv)4WKFWpJ;%wdSl6V+yknR#aAufXeEp*<5_KS#0)Xx{6(m-dHLqY>w-3O>Ba7|>;k{;l{TVT!$j&S5dn;VoczGNT$30xe$ zU%U31FmPGeX)OAF&6;0GD&Ygy&{%5|z%@GDh>0)AfaBk=aiaUcRN_5`riTEWHpiHm zSC2@GRkW2{T2x$u6M1|j@k(2NctEpxBKUHjlY zh#)j2500vez;D6FY+qwvKSY%I%3KjbVjb;k@yhM+(l-lf3dZCNYk1%@`zv;n&h7T^5G_ux z0_-c1%Spkau3^VyN8^ws+l6=$k$*$7VEO?^u#vEb#c=eBT zFglQ{3^}6gFS;uHaH=Z-jw%5R{!@G6{|6r+*F=Zo-!9QJvBvBAr=Q*lXOh2H{qe{T JDSMA!`5&W451JenJNu5$*fQrqm;~2G%1;7 z2r2VC^X(_kZ++jk)*tJiwQcL!-e-Gz8-mY1nk}1&blf{Njd#rzp>TX#ZF3O-;ZPXmQ`o9j=54O+-&4uD!Z8PxK^u* zw)!4Jl@kE4g{e$x%@Wa7Q-7u!L*^Na?S#Vw5;KeTlwd1OUY2(X3_GS992}7oQ%HsCGXzZJ3A+vU00~Z z>Cp=<|05F(hdwDeDMqQwW1N)yl(fR!+&p+>=b2`|SFd(HfBrl+J$;R=tgO6(f)##2 z>%f7ChWB-MvLCBl;){-sPCl9`R2eB5$|ZT+;>VK%Y)$KxE^utveO^6)fz!g?o__c4 z-F?5_nWR|{P4t_Dt=q}G!=d(SL4mS_q@>K*wj#y!BY)(EkGZ+M^fYsG+y3j_#cQkB zMS^_<|G0+k!WnLh#aU;#480GSqOAD(uZ{EB~ zM5H@!{;SGj7`|kqygUytFYmYSw-uEZr~ky*H)ILto@ojB^EGC#xjDbKw)Shczic80 z9@1XCcro8=ROG9i+?i&2V`F1-`=?Hw(mHr>pSn8jz8mX<&3&g=P}+X~rdhLQP1G(| zy1#$_PK|UirkTABT$rD=o}U@_s$CrWd-$b&HMK+S^WwK2gR#$^g?bGBvLrWL9lzr8 z<;$J&x3gN_UF1ISNUl89=-JT1{6$L9?BrnP#mO`B^73unpC9Se9U#xD!_=UzzGAGs zbR`qN^7_4jOvR&rzOwT3-~1Y*@;kk7;c{Bq)`4H|LWOlBJKxNY_ts^4PrK}oQQk24 z>s@KZP5xVV?_RYm4Wy#nSikG?$2*(%igLtXoE-2R>0H(E`}eK;_k;ZWC_L-d{jPms z($n&G=Qdec*Z$u(RThHI{eIux^425h=1omUM~OftUTVtGESpu462~r2kN){R*?Or0 z-%oC(F5NuA_0JcI-w>#Sw~IE;bhaiZES38Lq86wY%!8zWo5lpxhgnF z>r+LACcUcY*T3hgA|*SruoSnBogC@>s75JKaR1lYP}}+Oj;qttJy+<|C~AlR%YFL- zYi3HXtqJXIc~1L}#?*(X2W&dbLdQ~We<@(J$Rb?hXsq@*O?iCOm>lUHZj5hfjSFLQE| zDm^b;DEak^kCK7aGo6*Ue$SL*+t}E6*27~ZrKh*ox}z-Ez_v0%{Ft#9)d`w3e$A8TFZKV4xfD6w^Kz@%o7nviwo&|=UO9^!?Ia5)CS$|S%BeR! z(xw0O;D!gisfH;+3yaMns?QETWfnW~T-3EC$Ds~2K|$f{xpN@uvCPU40GN z(`n-71&XI@pC2cDkT22FC zXJ*Ru_4l6}?LN@+_pjxjFOQS;69OA&G?7&dImr77@z=g1(%zWkz_Z<+CDl0nMrWrD z4-ZeQdvER3=vNhNN|E9HXWWyIWs96?e(leHX^xds%ux0C@wJGYAgl;8s)FjPGc7fZ zDp_hV!w@Q=R#kdEB)A8&<7BMO)PNul5S|NRexZoJv8`W+R7YE_Yqv<@9I_Si|nwA9ANMnGJgQ7w)I+m69G zCL%(3VKWQ801JI*<3V}>xn1n$-vhK3Z-;#Pv_GIpL`Y1MCu>J|55oi!7b?pF@0kL5>AeIlr3 zDd{_JXar>G^wF~FZz;Zrw-FSy{k{T?9HsB=J-=t^24yO}y&pWr9|a}9Bw>#W>HTA_ zr+mxymsx8pK|{$%PhI1>*VlWKP$lEn+vIuIYOzzxA#K=O=7z4A*(vw_Wo~zyyQ5Hi z{&4gX9$KBSg~~+TT$8bNhm8J(i$d|=uNp63IOxshU9+R#HPy?XZ293XBt*URmTtY* z^C&vuBEuzE{c&j5tpA=zL0Z~mpWs@m?9{pTT*HZOf;SZR8+!8N_5~l2CGFq7#e$|G zJLqQi&cn$*LPC}A!?A8Zutrir7hT5BNUgv^mLKm0d>P| zBxPYU$WyY^y1-thg1h=>Sy{#=5dHY7(^-SFY^vvv7X?KU}bgbT%x)?YPtXaNxsnW-}Cj8ah3|Ipl03 zhwQoy2k7hLkCnxgCH*d%r)4^ICbj1bS+7&! z1{Z~!>g#zn?h7kI8*y%a#{JWyorlu;1DQ93+`rEg#;?Nn%DMIZK+9WFAjkR|*ny17 zN&*-e^ZsB#5*Z$HWcc?TD_gl;2K$V>ZLJ@78^g`so_BI=e$A>fH$>y;NX9{c{!3+N{Yi@_&wU`OijThZPU0V z3$gOI#>rmntnhn$orL0$w2gQhsyM~(^v~3frc%cjfE$E*$$t2FjcWHgvM1X+c#Wvg zr%@<-_wIertKsYtqjD+oS;4;RYd@MUObuJtq?wrn^C2{ENsvH0JN}cKT;CwRKHBKw zL|-rdkN>s4{5cWtOQ-a%qatT?2< zVF#-8hoFGCt|~_Il*1*# zUpc-#KPF32_4IuGX*|9QZHr`_*Gqa?k}LW0WO06bVX~8= zYGEN@aQLur?YoPU%;>eQJ$S&|nCtZH#sEIbTEm}lZ*Ebd!$e4#Q`BCTWQIdb4GbBt zUTHSvIt`;GB9J*>5q%vHjmCuw3h!_7uQ4+-+cAM`nmqRXs-Mq}3W<(M_|&i|pHowK?^WE2IC}KkMVGqBNpn4hIE| z97)}qo0GEx*NN=CATBPhuBoXjd1<&~Mfax%S7KuYyyvD^cbu*%@@VzB_CVH7&D^}O zXujhSH&)GxCnKA)oYT?wprBBtNebW2P2#Fm2^Yry)o0m;p5DC|aiC*a^yR%^hr0Sh zf4dX7zF00kbIPiSiy;8b=n)50T!t%gae}nl_N?PYwjojr~&BECwadzQ;a71xFhtCv}n_R?!r60+!(=xM31UcH)}_!+nr zEgTb?6OGRgcL=i3Tbw%ez+rlFu+@5DZn~#BVP)!(7Yra^(BnQ!lu|bwS*j$r-haRA zCuz{MpBqoXkh4bGqDovqfPy_HI(Gh7;ia1?ho4%t7WjxBe!>LAJ}PkuUE!yPI~X-@ ztoP5$^NO3i85FW}`KGlH9@F>JN{q5k9WXml=Lxx&iLeQo6$zRum& zXRpw$KD#jIwQ19)Hrz|VFBKuNUrXgl>$kLpowy__GcrMSk}h{&%UkZ9&c7sTa*^%Y z1_qef+1c|djgi&*8*}jDE#oFagLLSYuP(||-=K52i0gsMC1pxmo%tmr*F!-;ca5{Y z)*zG&pOf#tj_*GH(w<66N~*8v)tY--%}DsWNWQfyXDF+vs4_}VN!cQDFe>@sK{nQ| zgwB{3OJSjBM?!Auci~N@`n7GZT765gdxm?{3p+kNkj;xU$+TL59Ux--_{fnXzz~Ku z%kRGC;A3156>Pl&k81DY=ysainfm&Ai*K=ef6tsUGH!KiHI+Q&tJTdIb9?A-0UsaHRcVsj|EQJu-|$j_Rh{3VPznWOvN>~X;o{@7RDFp)H`T$ zPu}0*z?JLRaJeDdj_?--y~>V}Eig#l87E3}hOJqg|Fex2jj8oIucoru)A z`N>u=F2R+((c5epP=qNI^p77teJVrWSKd26H@B(skLgOvO@0+FsqBo5BD5`rzchu! zqCG`GEyN2YXj85G5Ur8FSF*fBrpV9Cu=1YNO|Utob#=yF?t@LQ4xN6TS6Em$wOGj9 zu&a)$q1g20r^?C@!AC)5v|vn=2M&fOqAF2Qz!g2~j%HzHO}T;E`9&yA-b>}_CSl>? z526>Zs#;mamsEgjxg+Xw@b|`i0&c&_Ab18)5ral5mUeGI$bZ%E@A7UA2>hS_E?)k7 zHS+42_xY0a5-+s;A+e|bfvM_}Z5P*(Tp%WQ8RDMTNIws(-w{ zPp%e1n@$>mTa^SRZb^_-ZQa+!lc6nGU0n^LGGN5}4CuL|CMM7Ff5mtA_A+97_w?Ai zdjw!BEqzcY`Qq*Du0@}+cWY8A-OQ+I&R6SbX%#&`mi;YReQ|s5b!Z=|9(E(R%K#hg8u!(+$-Pt3&B|r9y}nx z3(;zM@?;?J(r=&)19#u)krlX`GO$97nw>5C>GNlOP-%wP`T$EB01Ml; zZ7Z|YxWsQh84<$wb&ABE1u!6RTYCNsHNP?A_UEz9Kb`6N;yJ<2fjbh|wvFxj+8res zmZe}10s+hfwr}SE9a&0#Vri+LIG=hvM{J&EcN$iVs8$pqY}{J9R= z=H}+aTts?tSulH2UxH^4Fn%iz3q8%G?V()ty?_1&r5*p*_gA?oaf50$Y;36*qB>RPAjdWEVE%a4#baXsBJz{(R z{(TCCl=_pOA6nKV>j#B}-JMytW5Z+J)s7zJIsWR* zYKrI7kYJ>wN#HW?Dqger`n9~xXrAX`LJsMcT1mdRY1dw#d0@ zaC)&o#u-^zm(f)a?glK@Z~V(P{^re_kaUSRd3nLTY^#UA^hfvU-rHJ?RX0jC^e4Y; zoECOt!|sj`w>DC;uJvLG*(q&=^!CA@AB9_I#aM~K7$|+v-=v|evRL^NUCs7h!dz9K}%0huNOaQ zSnoMOINKz9tDFo{7>*00a^ul-m1f|1f8yx7EM;^D2gyE3kwA_cd$F|l%9!69nhz|w^PYC^)}$&&Ye3=-(BF` zx^-*M_asIFW`Mzkz=ERg8(dH?M&m(6LCH4gRWBTbrsVdoM%&6vM~6Yq`BxbFI8c(* z_;9j$VS(WWP^smB(&Z{>P$(2Ih0K)tY`ZmTd-tB3op4H;k(!~lnHl@*6)ArBNtnU- z;r5Q*6jbOfVWcpeFZT5EvYeghCoL=y0lqxmU5YKSZ{I!xTi3uoKBWsEqK@_zE-tW} zYjb%GwNdr;^<`KTQ-cLrp?dzqjT<-i+1rbv%@jMgLviQs^L?sl1-?Wpg+4j(Nas1o z=oR4`zHdGl6+{-%YqZp|s{pLi6}EDcJmN%n=teO!mWC zSdIVt`K_*wJH6@M#hqwU+WY$@3rZvghYurX@{_e&oEu$(k|}&b`CNxOf}DJ8fM~@!SPzdVDIp~(8BqpYF8g$^Gv{f1X@K2ZF_R?aR`#ymgY&6t$d$ZF7yiFGd_C5MePJlB(l);IWpC+sLQrH z^eIM#A64UMt|PC4TMq?Dkcdl+ToOfSsyI^*9T7-@Hi%?Gr;GKK21=bfFMhqL14eT8t9`V32&_3PJf z0=@Clv4IUwRsoTJ|*4`xD$kNsuG zi(!O_hP`e*H#N*=`}Dx0Kt#5nqT>36g$0NVd(ad@{AfqXMlUxv)0;kpP4q2ZgAp(= z_Dsv04$D3-ugQT8lvtezF`fS1Dg3RgNWXCgAeSe@$PPJ|NA@Js4L+ri#f8~5=wgX9 zht1sf=g+l_4C&yDr$ZY>DE-k&!3#d#l?iXCpse(R>L$?UeyV1p2GQwb-uIxJA<7Dn)9w8qOI_05Z2e8 zKHW_A1#k*2Ep05+M3j-ZPnLa#E<-Iu0`H9f0=6n$*{-ej?V{33)V@w>S=my^Mbh@) z1Sk!Ay#ZlDpg@DQS#xP_ShK*L=naTRs9cEC4MY8}T1%EW%PCZ0;ei;Vedxo_{j1qR zR+31W$iT4)2{d@D=f`sxfQ1gHo~Zs=Q}X6?L%x^mcBe)TvfkJVq){BUIkxLsGxx;s z>~T}m^?rR9Thh(mMmppHHYYXJ=Qwbq2GU)+bjh(kg9-#!1uFWt1kE+_yLTt31u#t4 zTH4rL1?6G!_j?j)%+Yx~vYXDdu82p4nwn^G&OFniP*z@UIokc1tS;!RYtZ_L{(AKF zS<5tcf|szOs|^*0HxM~|B#9u<+9z*@+;jY#wU{0r`EFgbwHS(ahS%sxykGIU2bqPr z_;bGR{92^x3O_2EO|@ouE*ipu)h#U>1_lNI2Z^wg=`(x2uQ`t$AdTbe-89kah@lcD zL!!+Ry&2`!0>WK=uG2aohw7(?_|NegtyihuCAe|p-qU7kYM0Bt#%mtGzJ3?mIypx@ z&zR1*goG=+vL`Lxhw-vi0gWMV18sB8SxXV+F9RIO^ z05)E=)=o~Vb#-+WFD z9#jsa1#D`HfP0b*^w{?Hc7v|bRB@HA%80!L4Flu7e*1Q#gv5St{ulA%0BLNH#Zg*7C-b&f(i<2l`c-)^*o;)UvY@*@ZrOh@8&!M8x@TT?)3tI-`Wu@(@98YV*pDAR5S@}38<2jmFIqWMUZJZS8X5w-C10Cn zCZ4mBZ2yCQk7q>QK&5%>0S&U$m$e6@+JuMC?-g)nq?{f+@^AECd+EBV$E- z=2w2OMktr|ihk&h!3C7Xi_EWLVq#3^r)U1{qBu6bTm=|b4w$@2Z8Smirp<|zUvE96 zCiA{|j_0p&`Nw=$6p z9+)?-SN1;oZ&K@_{~$98$EG`PXeMrlW@=S&SUtJ3V$AJs3`+==i7UdAiIA*ox7$-R zH8sihICt(G{p!`_sD^s)F1UY+Rx&XyfcW?A$B$BUGQq&5ccskvfD(8VJ*Dv`uYyU9 z2ZrjYOXuIee?MU|6um}hffMjG5%x{x;`iavp6 z#Bzd2LhgI*-pfU5I&=T~_wR`xLrqOh8l|KL5EH)v5xsI;{<+C3W9JYW z(XpNV{eCsNjnak&UcA^lqJ=;jrg<(a!1$E`w^lznu z&-TI{@%{VvZ!b?BM)TPAJxN#o(t;xR%uu`_-MdOIo%AS8G^8s%c8v5F*j88s}yrQps0-^5-Nwy6`1>vo>e+An(2($fF&ZjX4NoTG2gOP>51E$O@d zPDBJJ*ee?1)B#U~qMdx?#afiXO{3AZU`j2JVMR@HC18xW0pf&Ix4a4WPxobd0IrA= z1xRk4Nv)Ds2XDTWy%V`ChbSfxFOEK&;XG;YR7AU6E{{fUbSw{#USBmtI(Z83$b zZB&>gH*KOtbqI)z{Ypzqs{#Ud{yQ`|&@wzdYBx1K zZ3!p{mrKQMVcoOcpLkR3GKo?Tr^f3`i^_9za~UT;uT{J_!9=8w>+5#5_4P?)gSZO9 zD=Vq0VkDM{qjrvtVH-7X#3GZBr9_g0n~5s#=F{ufR|C@oAVd-XXX>%viGhY@C37tL z#-Yi{3MBW=)X9F<75tl&Zzgxk@0>>&)8lK3cS6i=cpLX z1UT-YftKC-A8yxfF%zuh-b*BTDvKg6u=fXcpchN|SfmqrJm<6^q;aebzA$K{e2Lp( zs$V2(Vh{simV%P+T7#s9>ZP8#L^oUD5xyAJlM20w6MImthrn zuG~F>LxLc{mJLQPTwA&e4*khZcCT8Kv?S};=wlPg{mj;OG1;F#e?Bkrk%D{b>nP;l znu)Zuw7fIDy}gfm&wI^}j*owSwYY{~xeVCz#`*rnID;e|J$=G6GI7(J#S2Sd_7Abk6@+1kQO zm-1#&+8;Y8_12}|6DvIZQ;dmEkq4Z`x9{IUJE`h~j7{tCh7=q$H8UIab~^3gP-U-? zi>QrrZY{{j%?W6FJ%`oeo5OfziKPuH z#`KzfTZ%p4Y=}2d155w6{OHwp2a6MHyV@O{l0R*wSQKpyM(ID>-?*c>@Dl&(wcEpw z-h1#M7$%FoC@Z%9dWrf8``{#d^~v39g~zR3uH6>cYG^_ag#frC#Rbo) z;o`Ebxur!PSd$pXKr!*`a@oYpuN($A`?2NZ87xdv!F>q&8o)HfeCXlf;pyoq0K`Ga z71ZG&SZXYPzrVh%_mQ+E_5K3~gd=yHX+9dK{NVn5g5eCROma>OXDd+%cM=>-9CMtf z#ig+5q;!prbMx{Bqd`i*1zmD3B6koT2Y#oakr6dKA}c3n0GKdKq(~HkfOqfSmB|qt zeMn{gDzG#ur39nn1+%iTT}EP$Lqph+C42G{g)*!#!(Wg9o;HG-=pjTXyL4iKUY163 zdrD&Zkgv4Gz5NJjd5?khB-fp7R||H3dhl@xR86A2!MA9b)Q{%kXqtF!9xyZ`(v2|Z z0wEjF&RhP<_hK_X@Z-l1)Dh^ZOel#7cyDY?TV{mS&RF(25U^KJ(AjEo@}x+?boV-d z3?3rkfv!<=ssdTJj*)w78Dd#K&2-oB$O=ZTqAy>Vp(vD~<+MHF6C-~vzJ{AVWE%*v z*~yE2^)mGh4aHy;aMM@}Nxi0BTV@mx?a7}m0Qb@e%vN!Fk=_J$sn?#v@nu@K$jV+? zTsT_by$d^3_{0KvTWBhKem>*Qb#C42e#3bDo~iJ%Ng?7a^ku4|v=C)S368>Rr2p9l zE~zffj4*lxj6NTooYaJ6l{l|J5`EGd)ft`?6df}{ql&tV&nVmy zhC>8R(7rsEu5akx^BS+;xDl9_msj(G2hp&Cg1$>jB1Y+=9F!f>dp!8#87B(Hv>BS1c#mot3TzT|tyBb}5#$1rJ3@aB>H=W+xrsKsa^{E1a$#9Z z{tfb2OILR0Su&JM_ZKuv}NB~KxkBsdRZ}L zJ8`1U&=Y08uOklo8Wi9)NEz}rgFpo41>XMf9jBdmmpURh*qnE#_iRVp-fLn?rn?~3 zQN9)UTnz3)6RrtzIK!n&XKHFnYyaF&U^H4fIs$B5UX8l9_Wpc!4d^2t_P%XZXhXRM zTMISOl>&`i+3hi4(N~|jZBT#f{$t0Ek+zLe^!f9FlMg^N>drYjI}_?m%*`9{`x@)U zeL({S~fDMoY_JTwpNeL@t zS$TI$M;2fp2nSL457%$lAiVGkuMfiZO_jyDJJ~^1!GqGkbHXgk>p{Q`LECfl^W+6V z)Fs_NHY)O|!*zeN5@6PfR!Ylu7`RGhwW7>u==5Z@SE{ zM!{Ww=FAylv2=5HXXWF&fws4(wUz(Eg$sl-V|1A8yj|DZ=|IfO!R(v$U|J1G>uG9i z?7-D}8nT~G>8=)-Wqb_!Q@44az*>a@(z~Y|UI{F}7p8NveZxTL6AA~u;$aw>#a=&6 zVjuhnrCZDr61t29w+aY4IO|K`!ySfE8+)G$KMANkfdCiaV6a`dW2csx{tlEJY7uNU z#ZY*lC~wJB1|9-KMg%}&MPOuPBt;(?eGf4bz%E%gpQm(TtO%rwUc$cBgc0|hpCMjK z8Ltr=!ttTu56^1>=Eik~XT}|f^933E{mxeJge*;?kJjir?#tRS0|j1%7^L-rAEfDp zu^xX^$s!Q^2Oe(U141A_KmY9HfZ2Nav#M$5Nz(y_>i(lgWNX2}uW|OQG^%^%x!?QX zW#9Mnt;nmn6PwMO3Ve1$!0C)0+TV%QJbV89KG33M#UTH+1Ah?T^&7XpmvMU`RUzGK zA1W(LkP_QEJ82PkgaL(R#UJ1r&_8YJOQgY)XG}PVSj`-nZrT-zB<+%ykHsSc*J|Q6 z5!vV(?>cx@JIwZe{O-c`;_%p@s(xl>W>0uHPlWS zX?>LsR22uzfZHee==(UwRmJo>>C>~bq1WD2iAzeZ2Kv4V>jW7bAe<~@K;pwkIOxO1 zy#KL+k?D!Cx5+2oDPV7G)i*8;T&)k65?WpLq?>Z$AD2{W9eVebj+7otYbMvyzTkUM zCV7dOT}z7|B>fs7jg&w8|7?1gqk!(XZW|t%5~~+`*bqra;e1~Z%7Ybf2ex+1Cl^5M zsvN0!TjV3;h#2vBqx1VRN2Xxlb$y)0RG)Ykn~Mf7;ZbYEZtyX1Wplz3Q3OC>6Ul0pd3T&%*oYYV z6+8woz;UJx%uS`Ml~^^)7(@l#7wnRUH);6*M>|j`z?0y40{3%Iw1PULN0nOT>gpP$ z>~lQD$Iz{n;VqxWmJx-I+S}V7#P2Qt@%=kROXZ2K`pf(!8#`S6u|Tk7RDrmNDxW-k z`WrbJEu84fil~U~OHWW9^#oq0%J&L9)^=z`bW&h$Iv6GIkC%bwOuTgjFIydg0mOnp z!pgW)QBi?UymI9V&FQ+d7b68Cn>QzrUhl%V*uvEBHK6b0zK-CP6SEl?G^DFnX@^IW zlSRR3CqR;5E4`-TGjkPFHo>uXBO^s*6ALelGoYoSqXdg5;yt6E%`=<^+d$|%ir>M< z3P2v?;{mDyelaoT(X$(GV)UW(#}9V!9`ZgjZqbF;AaQn}Ju|4%xO4TCgM;on5n^4& zCBPns-a|&w>W=tFx@RD0g6!YD^P!qxAZYmF6DJMx%|fss1BtB!o*0=k2_IKD)%;op z|3L^EIApZ$sz8e+CUdZ~!}cst%27cCw`^Gj2zOVs(6M0~h}8Bb=R!`E^I;?JJ@|nB zt@gLviE?^3z3ScCwWWsUnSW+|VT*J5SD%^CYzwG*9gj@(?qaYc-_p!>^Q>KqI!-Mp zD2U4D9nJ3FH9;@6Zr!@E!B&;8xfNl&R}hj3z;OtK@YJfB8V)qE9E+yN@MI9|Cn|2*`O@jQl znU9W{B6T8P_1TdZ#K#3Z9S1hqbF_Okrfx{r>(*DV-yvg6DZ9xf-qZRGR3LHNkOtzB zb3rlEU1H^HB8m>FfKWvbXL|YTgkps;C`RzxDLy9Pzl1h!q*9%0#kvQ_>@L8H2S0laU&eslZ6HS0 zUGNhSjSk4B+w0)nafRx-x(Xl((u(4SSrG!NaQ?HPpFpdz2X06(_}A2xK%8noPQmC` zC|+eO#IM&rvvLQc6@y9A1nPI`ms)bva+)mr1Dx{@6g&5ei*9(yn~@?wLZrQ9g@k#* zdTiYal)3O*xBRi?EYT<4m$BZLw)e{Dg{#Iu8KbKkP?~5ca6a&Wd5AdfY-=mb8I4^< zhfPkt0c9)@Z7CLB8jhDdk>YLA(nX}x0XP>2+_pU;1o_@DGwdkZ{Ulb|zc*f@^-jSH=_ze=THrn&XdR8=2#1ZqFiLo)z@57{y_-qh_ZIcst_pm8NnM(D=>vFd!F zr-a|XpFA`eSwkF2#Nh@z**)h5@FXBmWm~^~6aEPN^bM^JSsP|%=6?e>8uQ+~5rXeS zSm}tE%R%v+K{b7SeH|5#Or*6uUsvJ53|4Gm+y6R{;?Ep0d2rfmjS`NR05Z&UaWtNR zE_Hvm$JRIQy@4RSI1C22m;OgB{iDfENja6q&K!9@Y2q=4e~4Mw@A2ae5U$RS_2|Pe zrkUm>DIsCFjg=P8p7`xD7Oq_9;%_IQhhT2e~6^X^TrA6;8 zU?K*`gcmO->81GWOf`E;=JP}srqS=5?puv%lZ7Q{$9{_W@Zlc@viqYp1)qGn`IPrn zxGnWzm|C**25sNa8gVxqLn6>{i0MXp`*wAJMj}THUmwDXrvReeA&~7<~=(YHMrZZo>c8uQ(op zUATAdA~!uP27UBB?lBl;u5N(Pa`pQ4>uQT=iH^6O2emrhSPfpNv+XXE`-CoJO-@nb&`mxx zA2iHGP{Eyc_ZUcn9UU%NBHfMXGod~E!6!j_l8l!xufBVyn9c>^l7BegabfYMrIG*0Cs${chlUP zc?=K|2^hjWY3N{`xQslZbNAxhlnk-jfbuN@g@AiT5-?7FF$bo-7(EXfs2m0w4Ji$iuMOf8`(2yG8eck1ucm<+J20Zm-`W9~v64CvGS+uAI)JO5e_y#?Jh z9h^{s570{_z*w}<_T~jwdGBq=UtZexA_hD0xCXdvhAbNL?J%nu}PAzyii0A_& zz!48jRwnZpfa})X`ab^r^tPVX*HPPAxUGvsG`5526LPb)wT;8vsXUY@2p(5JTOBz4 z2wS)v2^zkqaE1mb##lL`@sflb?0zU(u^6(4g{^G>a#cLuCtI(1p|7Ou(Y3t1oIUzR z*vS=mWKu}zX%}aOdLdhZ-7Fyk!UO|5i5!X!!(v)u%^}L9mnj@G=lgIwI+__iV=`T* zsAzinU~GCX*rH-Q1^iXAXiDkO+#1^KWVAtAgcsmm**z{`Si*ELub1~DEnc^E0_l5! zh`3(Qqm)&S2WW#yA-Z2ADgi-%#NC6~B&~MROl(i@Ce$|koJ1Z7t@0)bvo{>5dFP#k%8gqbJG|%SbCnC6n4CFIwvP5 zO2b!{$>HH*aQ!mAbDl{z_Gs%lUJG@2i0LGlxhZ}n{F~r0pnRsUH#SeQ_|s3@_vTLQ z5?%h}GWr@e^N&nx*4#U`573QY zjz1RjnPT;f+MrATfkM^KQv1OS7KaAg6E-Q>h|8)#BVs~VuBfTW1e9g?tg{suPXYqb zx=6TwZ%OY>!T2UTPTo@t0JQl}z zqO|)z!@J_fgaY6a#Bh*%Sr>k_H00l{7b-o_<6;dLIhbrfgB4y)XM5)-hssw7bA(7J@1vV2MrvV~RQkS08Rabs4Wz=VeNYdd22fu6rQ) zD|=5-C>fcVdyu|t>DuQ&916+Eup%_Ix* z{Q4xeooSX2ULYp{oIH8bzVYR$0(T4n@lg`b9Al9LV%Pu*ZF5>L&^#H+g$AI0jE08h zrBf3ZdJj#c$du0--gO2=cucZJV9B*5)*ypmT9;yTi3XOtMEV1a#N5l9p>39xl?DIh z8p>HWw@*2y1iWCJ3oj>h?*wK{hDN${pPS|xbju;`G4LV=&XoZz6$vmn3M)N4oe?!@ zrR4~^u7`8`BZr30!VtR>F3RxNf5s8r6hBNVShN-Svl;h({`{GoNASSE$Kn6ZuzvcF zVHHz)nU@Sol0pGMkaC@e-C5WdCckaq=a~r`(KvmjV3;5}4?d3E;WO658g~6UVQEs_ z4GNONsd(>j#!3jC{&*$+a`dQXqQO;UvSkywci_%~7}G0fmyh!xnq zMQNSte&j5D>ieb##tYaPBT>~R55h@T3xf}Q;uh8M8f?Ald%eN9+(7=bn&@jlXGA9J zWbh$k7{FwUCR(2n$BlrfNSsTl3v(RM7%8Z|SX3GCwV`OAexngID7~{o0}Uzp5jd3~ zsnfy4hXL716Ctmkq{B%ZPvF6c7|M(-4j$1^PaJ!@SzY}i0XaL}-4pFXd6E&s%3)d`7SGX6veaUe5FgYjEp(gf81_;VjR zxlc`-DM5Q@@Q`J;u3NvRd!I5)ZGA`P((ul-B`%Ktv^RNW>2NAXMZ896#;G47@YC%6dLA1#9P%j95=>Lf zz+sXn1R8566s(JjK|?``j*ZPG@bRmW7M4vAw-4HmO42)AQm=QuiAVNX`7&5{i1ZLG>5>v-~?umTQr85HnHf}q-?;#8}Ty&t{ zh&>W}#ncBs8pnB)@}gJlNg$S42dF zLcvX^Jo|(LXDACh6BVW6FQ_+lcDA<*dMIi1L#TtDQxj=}oOuF}`{CV-p1e93MYrnl z2d?2~rg+sRBqaqPSy@Ao0Uj@g2P+dw7j=%f(AQoYR2DGZ;T%||Uec$#_-Yqd+YgSK1J@n0iJ`YFuBi}P=}-7FAcq1S^}J%{xt=>R%O z1|r-0)hM(hKyqowe%|!WZJTzXvzW;AFKO1{1JKR#;vhWpB^4uZC$r znUsb-8ZY~RAg6Pmrd|m74(g!|&KjH=F^6V^&G=cDC3J2C(y-nc+ha$MQv907g9dJK z9}qgiGE#65#3+@(#SgP}>Q$XyW9M+l&k!sy!?Z5Dlziuon$msnjWSEpi5P+^G8`0| zUwLoe6342cMJ9R-WCMZ@eBoI9<6vV$ ztGZy3luQndfElP5Ly((gnC2YfFXlsglgc^xa)0!yDnp|~`d;%hJ0Rl|HH1Vz+%$%- zZvb9z#K9^5Y7c1;SmZY*nV84=c|0-1^+A669rQ&Qdi^1MT;!|Xx$1suqu?yiD#bv*Xw!Ze?9P^7wyD^V5!<5VFs|-5MygJ-W^|66H`mIj2Zh+j|P(}mw9FL2_|AM_q*S80e^0^6zgZ2v2-$b0Sqa&R#aJD*=)6N^g- z&Y!TcNi4f+%CF)}49|)Gg2TeD-n_X6PHW*CqxgvpUE|c0=WwTwdFxKewFP`^Y`6a` z1c{C)Koea}Azci19k0|&~{5Ky#EbbaY}-)8fH#s1VO%i_x`Fm%c#wT7O)h!kBR98M< zds2Ej((K93h5=YGhbs6l5mgMPm?=!yB~|W^l4k{nM9E4IM4Dwqd|xJ@B0t{(_AEFq zJCGVsio@0AeNkSB6Ox;oJ6PKI|4Bj*Up+z2EyBqJr!*^XWsvPvna2vFQb$PVG* z;eJ2}gu1?EZ+y!-v8UGtT6R5{7Eqf68hVd@-bsWofN(w)-!S;zwVH3nH1#H;B;3a= zA~B;OL&oAMI##v(t4Z0oqxb|`i0W6)=43kpN0R8nWY|r-_yo8^d6X`=70e#LJ#2Oz z=qNm8map%o`8NHJS|gIJ$zdH=;L%S>-hpWzVuS~4gw%QsK5mZJ2dg)oB5MGOf@S^s zu$me};z0$!^L}dhx2^J{-RYX1Py##GWoaCGi4%($;an8W{zN7u+gE*vR+`0LA-Njz z)UDgMFQWmm1YrX)HY(~O)BZwyOprJLG%S%(4U99%7W^v89em>k*CG18 zjt-&B^!Q`#t|$79B71nu3VqGGZ5*M}u@z50jqxo3Y&$#BsZFN0NeciarTc5lO$h%V z+@oK>XudCu#~%sU8d?ld!N?#cX&~WCG59L<3bPhqV_7i+1Za&NQG}O;4F4WDB`GbM zrlBGk>;uks2%qKoFsmQ~_Yaz4=}QaVWFQC}%1&ses7u$tPLkT>QrIeS{3U(P>7OO$ zm*xZD+$k}zmX(pW`+!v8z+-RS zeB$^xY--g00(I2_!mC@`0W=x>iOP4O+g9(Fs>u@dB~;l|$8O(c2bUJSn=1ucpVyU} zK?5kC%)NIK2t^Zf0p%*VBq&(I ztY9dZni@`c^HyW|jF&_vGUfc@8L!2K-E@vhh$%<7>W~M#dcs9MFxlf53^Xb(IxE2xOugOcVBjYe5sN z>T5w4A5Q*^>V@`=I2)0S$^03TaopL~t`~m*U&$6Fwmmq2LEg}j!BK1uV#Ek&im(L_ zL-^5z1Z)49hx{77`bKY4)0!~l+~K~tw-viWIQLl2X->K|d`xJqP@8bbB9sA*lk;G9 z$tQ2#Jmf!lCuEJko~Xo>aeJb{QtUUsyJ$>~O^lBM3H~Qa!`o2zuxE{|!P21-4Euh4 z-GXc{y{*#M2k5eUTHzv&aX4L*><{}wEN~&k4_4 z5Lf2#6L&x6R2Y$PNGC=ia}+p`i_F@Blom_3Lp~zC87Vw4!()Q94f!0yj7-=|=OES+ z8ZYg9VK)Yu0At#bfb&jB8dWGi%W5g9C!pZLMgao@gAAN7Mm`MB<F{i5)3_^CcKm-iVE>-!s64}cnyUK=bEeo)KCX~0zzaB1;elE zaF>H)y8;aOEI%58Z9FWs2F4FCMt5j`v?4EY6QL;K^XXmOSwC~Wrk*zD^wD23-NT1U zTs!#Hn`Ljn43xr32*^#mEa+SJp5GFSq*7XrvHX$ZC546|)ZTuuuJj$mBqC~48vJJ+ zi1(1tl3?#X0^hYkTlAbB5k{y;FrTDY;MM@ag}_IqwZ9Lk{Q+X=LFwzw`|p#pTZsQ} zz(?=yn~7sa{aoG39|8vEH7q7U~<~%96Yx04P44fkbWh8v1J}7;xkG*GeuDQIQ<$bE}RFgQC{J zV7#;LVpH(Q(m5V?8JAL!VLf&Y6*gJ$vs;u5n~!WbU&I=8DdhG1vNzz8$pjzf=~xSM zuZM*Vq0RPgx`+;)5(^lCvCb-W+mQHZ$i#N`ES*4)e)^1Z7JFt(VtR6 z1?2RkkIQ`vLlcTLQPi=^iFu5M;=M4(3xi_`Nb5GZMTsxT$vFH}0M2NnP*8&J9N&C= z0*@|~@&}ep!lTE+<_j^ptLe%AzT~~aLKWEJiIqQTMx)F_8;hBq40pI{+ZA=>DV$9s zM6qdgRf75(>`o{cbcAKuyY6kr*6jK9Za3I~08pKxO4;%$2N8HcPc-n^AY<-rX^FE6 zS&9!A99c$3`8u;NBmJS0t|T(7Tl{S1PRDu*`Y8w>&Hr&XVB5%POA)WOys6yshV9`U z`v<|n+Htj`T~*vTK&S)7=;#}_EjaLVi}|03#5A8HNJKrMit6mq=aS_)X^CgPdhy3q zB>y*!)cYMAZU}zf59CwE9^hCl(Sg(C2y!69eH3DBGy3(!o-GFpOZ+jj7vgsq)!upd zFa$HCgnJ-*>XZEsgf9K>E9v^;FgXzKWY)g4s!BISnU!j(wotZjwg~Mx&G_wEoD81M zlN`(njk`wgFC1J6AdJaLrf{;o_$~)Zi9&|9B9C*gUoWA*@8>xDBne1oWHg`nVc^Xc zt@RR4afmVcnI<-KI|f^ah@QY?fpKwh20lX6OGU3n`C~&?Xy)r_IpM{UX^WyK9o;}c zgo7rVA0e7D4yPPUji3~Qbej4B7|F0Ua8C!oT1OXvJWfE|jnhZ`QHbF7=H=buUT#=@ z0f&vsU^kX&FPi6r^fu4z}3=&a# z*7@=xx|3rQ4e{$v`a8Am3 zm#yrdW79$kHQf8NtedpH^a21o1LuEWH{FVgdj4H79}7#* z%={h@to_fQl{iO~FvsW@uDy8S6jw9a*C0!2kWKkB@j5L^kW7e?dcZD8lfqe({i-1@Q^mOGg51&ZDVCyg=S8-Ch0}0&92^)yP}|r3f3D zoNpL^TlWsNToLHcsqjfx9iTpVMktgefGDT?7F==B`}hBgu{Qyy^8LR?AG1hNhGq>k zY@|sOBBe5vnKCOw#v)S*yE1E#LM1~&Y#}6>HH%6a5;CMHQ&C99v+k{azyEvQbIyCZ zuJ3hy)!y5)pXa_m!}_eXZq7pYJ|*x;3|4;zN!Vv!M+ZR+& zsHCb1X$lc2rqmLPBl`Zt{I#YC5+uL?WW=$(;CK$@UaC+6XQMamN&z`k1P-YU}pxjLco^l;_xR`qSc1n5f@8 zn0}22Vmx$E$H`1H1tR1C<5dl{xND0-9d&)~N3EC7iSSyNHjQK9mBwVl>9#Yi2MZHt ze)Nu;wjK;h`9kWsggN_(f`t)L^UOGpXLXtcvDsQq`!w=h6$IW$)Owc-I<4*{>L}~d z(w-2NjPBWi#gTCK6oW5P%o;%@v%T5Hb{(!lcB0d7bz*wws4jBj>J=9`vR+z@)2uq@ zYF7!<*$OAy(%+!ZxCjtXQHDQ0^qm!Yn}qY zlcz50e^U{9wrGyrLq;@MlF;dqHr5l)pLIvkTRV!i z_;Y}tUmFwyk5INkt^>C^UbGk}g9+$QKp}LxeyA16$cYFSQQi@qGAx}*7{Vsdsw+Vg zwg#ODYOuLN>HsOpm=i=U;voWgVDV$$n#6|$s{kL*A5&na@iKuUiPDginhgyv^{OzQ zpoo71AyAw?eLA)Sx{P-yBS7~nd--z4U&AyQS`fxjgkL&P0@`Wi`|&TJRwu41n3EFk z380}Dkrfv~8%o{+@OSt}Yi9LkUavSyFehe%xIPo%;d;*r+3#!CtRclKgr8!Kx!`}m zbDT=)Rf|kW94ySh(}b>(m{bv)YM|tFl<={l`!MZshVFIfFQ(V!8n6h>^cCO&Ly z&fcjP^!?(>pdJuH5g8;u_M1T%)5|mu>vFGI3AQfo1(YZ|h};hYDmIG1-~fLPgB^o` zK!LFvQMRJKM%<*QrAfe*;+LcX7(2w2fXFb=sEfb1vb0>Cw~He&a(hubpQp%_A}SiAOs43}6S0>~HH zFZyVnwr)L`I;s(~-5>b)VbquH{Tu{Po457&QY@5?CE6dsk3=n4t~ZPoLEIrQq)UQ3 zL~cx_uCv_k-~E`WA8L2I3!7V%W0a!0`gzqR$zJc#Ml4cN38HJ0_$Uf0B-Lf5Rimyvn`up=5i}nK`B-0YqPAuh+LNg9lIZT;!!w#05_x z(J5_&BZZ;71#pIZP6z5B=JS~QW}OMd_SC8ONw`M6HO>e8$ucc zb{i6f>UlBzskG-x1zW$IG{hDoTLC0zQ2+;UwsV-2HKnj2AWh)YopX;R=!xT-x2u+u z{%BRi{fH|^9}a?jN=zZp&aD8m2ZK}+{eWirBY>n8HIJusdlFGHa1{VwWmv%^1Cr*i zjLw2|r+4fA^@V!x6~MHBZo>k9p*r*o!vkCuWcv5Co9s6vwFZNNU>YA_kDLQG z7RH?92#QZq>J)Ws?nbC;bqQbCbGUatdO^aw9{k>HWStLE&0|1}sPCf;ML^S9Iu??G z!G-5ZFd-8w^i#DtC^75e5~%mdDH8B42+l@fflN#MuNYrR--JT~NU(<3XPQtrM^0JrKaT19h&V{(?p5gIZqPy0)0ZY0m+IG=BiNRB~~=P3Z->dfq@7H4RMbGr$C}^_Pf4$;^0y1n zy|4DJ!QQw`RMQ@?a8tH=d2%;OF;~IU5|(8vD@;J)<`)$71FAu!#02+2oTO*a|GvCfn-W-yKmw zqGUQ@BHb8>MmThp-rSSpBU!uW>%mY8gUwF|n1fB)vAoq61CKuU!ktDbW(6iA&2ghN zBSir$5A4k6fQL?ai$a5!ze5zZ>bT3jbXeUZ+Ft#@`})pcp$qy9p2D5PUVFNb78s^+ zeC~by_SS>Lx3;e0bVwM7aC-sZg;v=5<*K>FMSSZwJppKoWu=2=6s zE@8?p`wY5%XKy`?*eO;JW&FOly}|{KU6@cfV+@HMzV~pim^A^@NO~U}nR;Yj7VRQj?iNrlU$_PbMRqKr!7_+VuQn6Ok_;M*^FX^H zE~41+bFR$pgalwc$W7*0kol2ozHc3v5Btka)9AV)cUxwf^TUCa;;ns_5b%eaAq4Z! zo5zh-5nZmyVb-kmN1iXm-a&&TAAaRZ(gQwT-YfaWONcNAX$sY&Smd$h0=>?O4}=A( zt9$jS-gl^8)UU1EnK~@A?8eOs%$Kd)++ll$X!8X8S3+1F_=(I!>N=2z6tP#u9$@4s zXvU%!i6S0~iBMopYV3XBYLE#Am6+iPmlUO?{6TTMOy;3*08@%>saNf;H(#^wBqxXL zmHkpwk**#cvWQo&_X_q6A$b3a%g^72kP?V{-MM|4p^Eor_XGZ;-xrC9a4q$E0P^*6 zWn0)oW@R!iJr@!pvft=^&KSKB2crREXoP{n&Ye4nh=Y{bD1eCcobWY?krs+3lE6Up z#N=)Xy8YX=LfP0bE5H@OejCD#@dU53cIQ~VNyUYgy#iYiNbxfu{45mYmrqe46U-F=qy;28 z#3}`oFMqU|s~2z1&CPYjnkMJ}fE9c&-$k4Vp70AEy?dv{C_)8BPUk`D`;3_uF$_Zx zBt}%m zUE;TamVmNU5IJ;Ta{YR(gd!Mh0)F5I9KT4;lb?9Lk>iWdEvm}p7=QUMpu+Ru$)DBV z28doC|46D=ODp)glukWINCxR52vzQ9fI!+m977(Ye#_FV`*CnSI8}soh?-SxaNLyD z!qj6-0;XRo2VtT%(j!v~KRfVj-fe)h0eu91~Nwu!MZbPfUdyMayPW?rz< zfHYwijNx*9=iYkhDIOi9D#3)g6Uh%DP$zJcJ=Pv4>((uHVno6ABHCxwkD^ZSVHysu z#{43+ckvi%3Do1>8Bpc>aGIi-bcTFMPeu)Riyu>kS|U(IO!!&hVzLPM4vzWQ$3g}} zLqmEVTdpQ&e`*H^=HeX&t;F4tlg{YJ=%Y}t4%(TYSGCHqDYhaI&T^|%NlVPY7Xkw% zCvfGGE*)(p5rHy)*|VEuke8yV&-JTWBHq3ks!4oO;-(1yUab0d>;|I9LGzvXUIBV3 zsB8&ERkin(2VOOg4D^I5y4wQvt^d8R_?*V|4ID6Gdko<3-93w4L~#HrE7cFY$GFsI zG1?b`bP&D8^c7sii55QaZ-bA%-x ztaeoHio(j2m;r$uH2oQ2Fp8=MtoxJ3@#&a$zt>%ihxiyvhm4^Kp{s) zScD*m8jAGK_#1PmR@-f>NNouhZ8*;<*tC^RRPp>^BL_t6u7+>U(<+a(wpCx&rn>C7 zVuWE-U0rUO8)K7YC_2^004ZQ3L~3iIFW$B5$>XD{wg8F=#DK*GHw6{|!3PZuiG2W~ z$LZLn642|BdUt{Oh(pLOp=2i755N*9o%Zh5ZM4-cFS669>)g-6N)8J3C0I;sthzWn5f+D|MgJMS#HkU zxyZXSi8dYj8q$lBDJK@NlH(R>215Z{Lb44}Yng*9g-Adw9Z?($MV-XZ3JU94=zfXz zmKZnSUayBY77-gV4*U;HYV6t-#npm5diqA|wLvu_$qb?zjGtr(EdfZyCp<7PiO9^A z4BT^@5$)f?;tJISDL;u2AAM;65=lIoCn85Zv$C0m{x1d@#h-#~D41y!eIW6#Q*`j& zb!137nm6ZvF&92dtcqW~>TiF>ODL5HhtOlQ0Xx?%T#@Mh|2-OYsawHs8TTUn?%jU$ zNpK_ojQ#`AKoo7^{P{EBL5bJ=j!k8OOK&gBQdj=-&jyfB1lIAmn>+;6k8;Ixf&hIK?W zMuIcvZ(#Qx9lSikMgre@w6W-u$ti41;SIiQF45HywE-C2a}jC2; zp}6*gR7;5B5SH+l)-M4DhZ5%;ygJ}jq1WPM@k4|Kcizg0v)a;)SJC(5)9O`3Y;`VGeifX0wf7Ko2q5l4=7IyYa28%rRL{3>=C~q4vcoXysc#WZ&7n&{Y#`Qz zGM9xyIb8f|=*^oq?exXdh&Tp3#3c=N!#W595oKV-eBU^b8^y5@8e9+@0}v5!-n>aJ zDAk1!t>MUu)(z$mGti1aokVCrICA95>gXJ4Oy0;EM0N7?5$)?JP!=+}Asj! z=s|46SonMMLL_yahifkbMgD|!PGEqoo-A}&k8#dg6a*qte&Ae>u4?7)muJD8XhT&o z@V%o@FMv~c>*ARb#`YyZLMb|2JXDJ6u~3ADhlh!1X@~D*tFahkTwbu#2lPf5OFQ5Y z$ULZ1#7Z}HL8tP{Via`?9bO8MlEi;$Dc7)C2Cd!zshknS$v!0mSC}zG{P_Xy9mDQ{ zCSfa4{a||rcOWQCAJ^htmIj(N?kvBEh=Ew?*5wK9(>xok?+9d|7led_dqoqsS8~K8 z)SrJLPonTa7P&%`1xV}Z=^! zn;JdyhXMbEUm&kV#T-^AGoJuZ$c!22v>` z)K9?qB$UVj_F_T>LTn~y2?h_lfBzVaMv27uc^fQ)o)$oQWR5vke#;9lY(Ll|egf-} zg(62?f|2kPpG{0GKVn=3sRBh9Pv)q!@w?{2X_?^~M=eDU0FTI>;Gn_L%~dw)Yu_>F?6jS#XGxZ8rD@gn3I2p1|~w zoH;mf{t=*wuz8KNYLuPM011H`4D>$UmU$r5>8nxksobZnvHt@XeKl7Xqm0ybyhMQ; zi18Hq4T;=0EiF5$g0r!(m(Kd2IIMgVL4?pwP=bbTHD}|mM`07gIy8f+5`s*OOa%b2 z5eo{GlCN@0w_yv-LcPLt%f@m8&5ZyvsUnw;}^b~ zmjL-83$bDBB5@y}Fyr$(%z&u|GqH|E!%GAO#Y$vW*vR`&cxmcQfZar8mnL?@Nd=*g zG{5j?C+ZB)@MLt2&fZq>f{|_jZCcPkb5}*sZ-jFCW*p;e9 zN)oeEGGGYKcej*hU6UtpaXH}q2*Z^Nr2fD`;%DZQvkBg;lOAJ74j_HAgvsA7lmm1h zpPqgJmFd3pxy`HMn*PXxM-Ip`?4UIUM3@p*)VW*O<0|}=mcgB%A5oMH5=d~I9PN=t zMmOx}6RI1yw#jx5*`kPH%QtM$KI}dK?{cf19JGs&@Z~g95Rm39d=Rx_Xouq8KcdUvAfD(yw=0AcAlE__J1&go0|^flZ+k| z;+Kfq1=1#*tQ>b1Ud#Mw-68n8QDwL8M-Yl^tY_R3r`Hy{rZZOWSOJoZ);l;@{nrV5 z1>67XgdO05k)UI!^0-(c2W=2RqPhtD>sjDj(^$X*E zOu}{|!Xjqr#A*bXsmb?w_;Yx8t)>@}_cO5h1RGaw z+qSLV4b+nt7}XMo@0(kll{#PUc0H!)G!%58I{QE}`tX>Q>Mr`}H`j7*kuZo?u}4?B z=^PwoNh69xs&==MF|e4RvEK#Pm_|8YRfeQ?CpExY`TQ|Dp8*%?O_XYig}e^s(cHc zx`gJ$G>#i{5B=$>o1)2r_ddbJi$z|7L5JdS@s$6&3`qu~6x1@xlFQ{?HepUmLIa^p zmK`KygxIW;tgdyM>uO?k7ArAW1lONXHDPAK1$&D!9H1gLNnGQxW+jdr0j>rQif5wI zaYHuJ!x2nz$cSE3Q!}IV8#pc$1z+1WCyI~e-)$HN6=VZJaZQuVrzWaCoZ7gv>qRCB z)WYvLF5WbVW+5iS+Ey^E3qV^!Q1qf#U`CR1YJP>)N%$fy*zB-+=ukf(C~eWU(2#;r zK{&Z8ZhuHMa}O!BV9(?BMAju zSXh=_tW^*dja%OOvIz1SUcwlG`MEQYQaPKwg3V2HmMmGz{MKH_@U3YC1CgFveK~3O zbDR>SeTg`EFZx!pvOpV@B%|OC%-FA7Ym5K@a-UEDnrAof8# zH#c-^!J_BbEoa-ttg|@#cr1z5-F@Yohs*bm+XfPKDCRlic-laL+K*%q0R$=NJ`}j6 zJ^fbuUj#esVLQ#x;O&gFD5XO|a82z%neZ6xI)V0(%~bB5aC0L}^{O{OuTRRAEV+Re z=?r>k)Ht(2;LCXWjn}GC?~7-OT`5XmP58?I95-2hbk)k0hrz9-vg33?Z=Cgi=er$K z(A#hIV-hQK7yKfR!#XgS>w1R1k@VnJxDc5nn{@D#csNrlA5N0{Xk~wm^OoQ^A=-Iq7uU9f~_9Gb#b;)M1~pC zE&2X<=)`_|AZo?`6C+RPJ4(9$L9A={`WS^11kkinWk@0Sz=|g=6KY~2Ohd%N42vD4 zPmB&!UyaOCl-tf&SJlIiTY{(wmkL>|`g3^Dixhko0fWAVwevJev*JNo`G97fPZyd; z;?D+2JPek>dgVZ;MMluXFah>{Bok0&cpQ-QEde>A3>>D;sGS^t&hA@6^GYJ)dKANw zn^}lx1%>?{Y7JzA?oF)EfzmvMZlA1Z0O14=fdZM65J!bN7cE}A9ur}5Ivsd6eo%{| z>ZSd9Cx>`X4v`|JC4k~Tp~gi=NsQ2mRNr}oH9OPK5&bQxC&<7brO9n5ISxYA+qj3u zNYfxkJY$xP6Uq;e(@E>0uqK2R^(S%d#?j%F5rU^ zaS$nG^T5>D=xB&<6{67|7~qlNFlxCK;Pzlw5-V?lO`Qn;f|Ut)ZAbl!5k?3=25fuc z$Bi_@iqR2fpd3UIR8np9)?G+`38PUOpuKUCrvOfq!X_cacybOAK}+!H=0?qxKd=oz zRs9P$A@_1&?ucUNJ_-0Ip21;Ku!qpoGP#AaU>8tt;CM6eQP-_7v{@y?W&)cDGNwUV zN62MI5wjadH^s`GWQD&ms2Y2^_P!1ZvKFaw9LAZ7ZqpXnNtcV_bcm?+w=On3ZTz=5 zz(;P}D>~>w=~O72879v=AwIGcA-sh zt7R#V&10;#$zAJEv1ImsVQ53#%sh9d_STdUl0AyBCxCFtaV4NJrTqL_nX0{WZ5y!K z#gHOtSs==Xa7{~Tbi;#J${#7`BwRBD%Ssb?c6I{95}4|RANjmy?S;yh_Bs=T%>h}R zXByXmZJJ!L>!z*cvW;RsVV{jL% zA+h|m&fDuht+X2C8*p3Z)I9pSDsx$5(qdx$xgVk@sqmYz9IavVu65hOpgc8rJNXA~ zk=&10Os-X3z!9HAFs0z50tyVt0U;TY|HUpRmW8&&Y*k99F}YB5N+4KQGjFl|q}X@r`Ml7BJou5?#xe zKuL@dGaXyyHY#>vyIC?d=|y}eh{qKV-hKp!;*k@j<7%?kjj5l1CDHhkNfAv*NFH28 zSnw1%H2yexYf=Xiy)yb-&}}|_|9%m+Il@R5yD-Gjdv8H_ti(ucf$r*aJOLr4CiwEU z7f~*{d7KGKQ54*EDb>N;=ba0}=yY|{8hK@1iU(X+r30H}?+-s^~iH%)E^ z)hgq3W^Wu<{aLbo_X6eX4G?CihL2l|7}%Ci7JLG^m=L1vTPFjMa97?rjD$xJV*KUaRA2!YNVQ+F-Q&{Ou!U$8)FY5BxP)yt<{;E=9_DLAnu#PPxG2=5?( z?*?!ans5>)lK(vgxNZ(NJI~Z&90ks9_h*nKY{*m&E#5y@Kx-EBROqiAIP(&N9o>Z0 z6EoUT@o?CIe3`G*WN?ivtH(x=Ydon!D%k+?!@@R!!XW1uiGIui}|DYd6{yI&$vXCUtko zOxL$4t1!vhpZwtt{FP~uI7)!6?3sw!@j;7($72*Z(plhgr_P^Mp*TGCro5LhZW56* z`YGMgoe!Q6Zh2aPElzCR3I2DOe5hxA!5-!jspNYO#8+#G;JQc?h(Av&@vf)rwh3{- zq=R_k{+`K9s@n)Yk=bCc!)hImk|^F$Npj-6?N;9-$iFE%cV;0mB2)!pSeM2)gond1 z9hh*y`uzU= zHV{M6@l0RZP6C8oR2FC6cgPR2!yIjGgTYA&@gkJj(GCUWl9NY5xT&5Zd<2v@6(8^5%&RFB@7idn)Rzt-t4&+RVE$cIA5h zUYI`IJJigosQ4>D<;`Z%w2>8x7_?Gt(vkt6O~0!GZxuIzQi~iqP-mCk`~9@3tLuHS zH8L`FPa>#(>lXfdIu|=>Tlby1r6J$km{=eydXCOFGVl2sN^?g|hGo|q@lq^j=q5o(Q&drm?Xo88oNc)=&kk#un#SU`(OXxTi!3*XqQ%VIupCUz z+|3Rj;!y!?$Xl~|^;;ClwMbL=8dPcLOS+Vb&Dw_hzh6Zp{J^1^5OQslvYb7C!*29@ zZ^6IL%r-5ac+4yP4H!hh?-sAu-NMv(R;Z||snuY>m5G7PPOt~6@sGNgKy54-QiB{JJQ2;zYy;LZ zogyd~`aJc|bl2YlZ*tuM7JAP*$HY1F=cj^iK?7|Wx1oAtm7I=4vBf+)kTZ8o4C>$l zu0E-$GXL7dSI51k#q6_T##F&l+yc6yW%tpJg^w0E^W< zT29^}Cpe_l*;z+XZ3c3S@0n@5sr_SInEcVyOeQUVYPSH^2*pmTaS{nU`H+v7TOEsQ zaZXTPron!lv3hA|<)-=U4rQh5ah*S}Zysm>LHTCmn{_iMI=7UrPcx$Wd0PbUiKiYo z7^ZaA*lW^|`CP6EXMg_uITto-Jx;&B-M(Z8q@6s~9aT-Nn{$Hj z_MQACIs`r~S*AGcoh&Pj<$srz?-9fD$V3#|en zgu9eUL2U=iJZfa22B$-G3|Xq0*VXwN!d>A(WshEg{5Geefjv?tj4xQo(_V;ygpOUBYt{ ze|b3TXzlA!QtF+O2iHiHh&I(r4GP3m9JP^>#HYw3aG zIpI@Si%Dv;T`5{BKG7Y!TxZ4Wp+f8o8?o-6ESSn!g0=8fPd;B$VliAJ>7o>LQFHeXtT+mQC6lL8LAkSx}{d) zmCoM74K{}PE=fE7e3`pHRxUq8f~}43Z_1=HoV^msiUcHCVV4V`fypy~9(e~KD@%GX zMshd;5a>3B-`!2R;DUD_#;(9pTE0VxOZ zgfy`aH{qW62L>8gU8iVg$a-{h5=Ib%d7gQ5rqhncDcf3tE z$c#l%z6msmJ7X?#HM)j;m}q`Fv?@O2usqu%e=}vgX|E9S4`2t5stu<-#U&F-{n2XlMZD z6HW3BhzWKWjv-!L;i7SAYQ^I0TK8Q^6U8|vZm(nB)l1G^UtEDPx&gSXb;GhK_NiL0Mj!a6j?mT_X<;gsl^yqJqjgBr3b-QoSGxxDc#Nj*do~iytji3E@ABhDUKSJ zN4r5HDo*@(hoS`RESacAw*HyNfZMOu`N@DqPWgMDAMWF7Q)(9ncvcyT%c?8M0DOUhM&7!@grdJkT%WE-|0m{f^(;b&G~y6m3?snurwd-MP> zzel7Q`go#h&9Y@X;e-DkbAwRp=WbtqgY@(4#S42xZqpMILjZilg?6m+fpBd@Ug362 zg^{*%G*ss3OYcL0WMyL`fmte+LN#g-5{fIN(R}Pk%$itAInd z82(=ag#a@#)TP<%*}`(Bl%K8hCrOtdSqn`~qEkf=bf}>G?01|_nEnn1ANq!QTDAMC zMmjjIy{KUpL-qj&k=#x%V1BEJmCc|7b~V_<>A}D%E!&7hKw2Wb-|R=o&>Gy9xZvKJbCE3)v`@SYOUDPxmu7_WB7LEfMY=ZIxjz-jXEkJ%$+jjefbJ zL0<0-Qpkpxy8VO5;*wETmdxC4_KB~#{hxF2<-dnOy3FnD6T-NZPu|FA7(9H z=*Q4{*rQ-Q{aq^iwCa(dM7#&z?H$E@JhUaS8G8`@jq26d3F;DasEijV>odDp zDT-U&=~B_;_*aF>!&%64dqyXI_-4Yui-GlN4TFFK{}#BXssA3c01MJ}k&uQD(giT3 zyl2l1Jrouqe~b7s*@yB24Zuy9yB#Y4T(na^U#_Zy<5x4R_C~REBch|dCSoW>j_LJ^ zjxi8B^FfnS4M1Q_e%5;rJQKnE@Y-GdG>}zgT)ynXlGDUCASt%jz3{pW8+|X*)r9xw zLnMGxsww>vMF<2kaD^j61=1-_O|(v>Vjx-Z=FNK`WHNAbXg>ag?^Ne?8$dlPH`;OX zw~;E{);#(KW4Kk3Sqah4Jv*+>=adauA8Av_Bfvi7mCYHKqjDP@BHpE&1zo%tDVCI+ zeCpwxvN6wHW$qtNZZMdVmfAbFKpE{J`%Kc)m#FeK7&Kv&hy8X3#a}nZ*x3gq{d!&c zD|uJPY~kn)K`+>EHC=R;n0%a{_t7P^#b?ZsBrilrEScSUuDoTJJWqw^Xn2_EmZZ1) zUJ+yFl_>$aQWQ{zaC9JciyrWC%2o+S_`zE=nPqzKhT>yUF=Wky^KI%7nR5E zpwj5N$-wM;<$tO=#hvAxZMme_*Y4%BDEKXsYus(dYz5ipC~c-PQL1?@XReSkH~wrE z&&90n%b3aX$1+PKX!c$uQXEpPC=T0X{sn@P&@jF-3C|74#TEA#F&_=>Ro~?%iOiyQ z_dCL&%F?Cd*ibAZA{tx{Dg}2O_b=Y+rQEuxh*{m!n}5?(CZLkH_c(fb zi(o6#Q^3W9SONo?R!5A#Du(p5FV1H)6$0|RtrOopy5HRnY~o<+7e!rgQDMa7^#aRx zZNs1b)wul|^D-^XBw*wOK3xsE{M!bmCzGC1@6eT2`A+7voc^^x-K0<-@q6QKqtd5l zK?2-z@-G{r7rtSbg)ZoRceg;cLj*u8_olx=uGi~({$9|%-T_n6{O*oQuaOzhO4o$KFxjbY`H!-lUoz5f70W6*9nbF<#Vd6 z&1RG8gR)vLW%=Uya~i%R=ulE8qVrFDwL^jnxo|-SfWeN(K*E_zf!?6*wNe(j5$$o* zYik{ljRxD!&1T?e>2Mw!ktuBMTpUSzC|y4tXF!0vw1M1`oCE!6Ey#MAq?7Wx>i#a~g< zwlQ5Z8cX_rI>Ws2sSVYJwn$2a@5#BLC>AZoLSg1=RE$_JZdwV5@=Tt5X;9|l9npObe@Br!%2J7HOfa#|m*n5&$`_V#@ z!&AgpuDnqvMM-}`7kA1f*>tk=e)dmQPDcY~SEwlfj1WxORPba-qYYwP<;M)P%BmU~ zTksf7%NDY_SG+S$imR-TGl*L|6!KsrGhe2xu2CAsVvI+FLZi_bANzpMlX@6{T$@G9 zoO_Fbe9>y3H9Zk$Zs}JR-5VQ(D~GrqAl2)j@Os@VObL4;y!DUC zOR0Y^t>56dX#`!HJt&c<&@>Jrm2{PieZL|Gs!bQvbnoE|dLO)3QgEH>&3XY~Nm1xu zlNi5A_{qANIqvRYmy((X(rCou0{4383~Rx!&6M3{7=Pm9fw&ttx<9GX+p$g@-FHnD zk|h%Rd@Bc4Vbh(mjz&{OTyBKbs(yxXDk6xAd!Y%EWF07eLJJq#TYFH9uvN%Pht5gb z8Dtu2l{0JZvW3?-Z-7ff3QSq=A^{qpBnk-*UTW8vxQs8T)oN`kq1JjHAF z1cJp9j3zyk5VKS=a#r=k7IQ=#0=FLUqCA=g>@Xe1>Gucb( z2YMb*U$}H?L%&^z;|X3hic_6T@~7V|_vpUBXPmpF+w1jY-9xuU z{p(xi-Mg;52y3R~>3yx+%}!hF4JbMKU(kpivaavC1630GpPw21-<(nP6L28n^5t77 zVS#?D5MT$y8LK_s6m9;$6=R+9mfHohWzq>JKDGgP2Tk3vqJaPm>QlUa6z8=Iv8HT7 z$PeG-`;~+F<;FvrZkJ>JV+Pu(=JDhANbl$dZaS$9yVEl7TRh>s0GUCv->`^`BkhJ*f3MM%EzC zd-yu}e;pnU^Cbu$;erCzb!i^8^)_DFgU9c1GcN|BqPcNUTBrdKkruwU*!1*(^8A2X z*j9QeTdB@pk@P-(yzRD0H*@c|iF};ZfLNgmt2tGZuLphLY~tZDJAMvX8@|amYqIX1 z_E41$AVH5h*5O{hdFC$twA{g%NsqU03UgR~{0%Aki5=gP^lWH?_nFmXzje{7h1}FM zz-(jspzD`>!&+a?VCKjCuvx$8M~jOVydorp>tk<8cGn)(+PU+Lkt5sA{|-OOL;@|NvE zDLRNco&nJX4==9{njnG-c64?|HgNW{|1C-=2A-YzG42W>BCYL4bkGCLQwtU`(7rC9 zimC?=yeBqWWc7h}qKh^wBv%%u&T$!jeo74uvF$!dA5L$P8ki|zwdoqWBDW&353=7@Uaa_Ggf(g&tKyeP&ZPy>bG+m_{0KBT- zMGRROD2LI^+$1oTj6Z9AKWW9huN&O|GmlvZoCyu{zJLVO1(oepF}@{o4?h&3JlPlS zl;07l-LyRt$K2-3kziN-O7bNdkM4#gmwB?8E0F&htIwBw-zgu2#Qlhjpaj(-+}-Kz zbs#7l+Fac%M^LIIRqTMoq>i~rDgb@z5au&}vJg0CoUn{;UV&a|iopf4xajn`{kN+y z@S-hScI!hn?%}sO12ZWB?d+T!aTUN;nmA-s~6IA1&{fR zUoT`Gex7D6;IZW>vlM94IPES5FNR^&CJ!JI&_)qp%LMJu(MTfIvj-V*JNly3zD1Qd z#81mMmnHl+M=x*w<_5ks<Uyz$ie2Mu!oHw87QOyjwbjYs^B`fYkK3aoJ!3;JX$|+ z=+NBT%lfAq(XwCj?of(3tnvz8r-_e6&4O+7*lzzC~L#PjtR|hvBvw zS}Gt+F$B;V8Sx}IKZt517Ml9}vBC&~@t9@d!+)bKs${8orlr@$Nu`-w1kf!wym7EG z&*pyL?oW%@N!DOu8)c?1Ig3c`FQ%7cIC!{qw7YsWA^uR*)-#uBZT^@;%5FXT0M83p z9##J+!lA5^6p?XnOx9!--KbL{>7Tl(Sk74#bcb!&?8-)&uAZ7k@9jTE`6`&$f@1t~ zOE%NTWU<}OuaH`|$?f%Z?aZUHm_=jHDel2L>1Y-MuLayHxaA(CHi55+kEDn3d0xxo zaIhBO!cQOfmUGGl{Y}c0FZxJ1zyJKCgrEK;aLRXAIVa;9sfi|5bSz?qm=rNThj<=z zt7_Hqj`oaG$1UQSWfIkSSeI8|bt)^zAtxNq-z`TO8-RB+7z=VLM=~Hrw zX0u?&DKF+C)!eZsPf`5WAWohdw(KfdXuoFDhg^yG^|(cJ-|aCGca)=N*?)eNQ}ISZ z)AQ)Pg1n47pYk^A=t}*bisz-ygb1wF44xjb>XOPh_DxNwcX#1plKt9zU4A*bf@Z`V0vHJv5ohacHDb@IxOMiX(J&6Zd5j5e7da1cu)a&?Yh?P#ORnF zxQ*AuQhSZn8+MVJ*%H5#IagucNjC0%Y9OyNVcQubS^g78>+?((m zSqXm9h1T0mqv^4tI+mZYMxOpFg4lnb>hzOLv33fFE-B5u=;Ld&7!R(kAfWaA ztBzKoW%{83t&MlXX{^)~md?kvmvqN@;x>MK*#})UnvOGHx}cV)=3d5r6T6Lf?Kdjd zxlGJ{MDYjVi-wXu`}~ki?(iM8?^jJ{Vu7*Ne_8hKKai#Fz_kcwgc;%A^M)=rHFLOwwa_lm zFjVRiqifVR77xAO>`u6a#t?U(Q(Lj9L?CURv0zt9k=yWoo`+MC8Nhxyw0~3x$KvwnNs_< z-Nnwr1}kn|K~cZ>vjy%IiJQxA0s*A^QO49N6|BW68JYEZ3uni=*)?6@s$fw_o;V{rCMB`CT$MQv;5|&Z%TH_an5B6S^kc$Tlzllw`yH( z8hJYU)}<{ry4Ylt4St>G-%U1gvv~iwVe1{68^$xJG9i5S%;|D*B%rtGEX|RNTE~S? zdvt}R$!XrG1eR!9Lciv3pB;rwvncafN}I=HNqpouBpKq=|7)0RvW*3~A+BjAxX0=l z>{J^MUULIU;feQ__thWP3Uu$mciU<^;`rKl(p%tg?$MF-*R<5-cprB|zY*!yzZYgj z#{M8v->r9crmy4cX{=4!{G@;x_I#l)rd-ieBzYh$(R_ zGD_RGe@XSNa0yn*c=ob|J^TW=`sns9=4U7=_bis_i=V$xSN@^Xs%3@{ zF2d5`1pY$rU{G#|1UqFMDzIfd1ncaDWIM0V!<2<~TxlAi3)cG1!j3LmCi#@nwd>gX z9JZ#O&#&i??vU5{pX*BB32Elo;)Cez@gs)(M1?&s0Gx`&gF@+Le~ z{G#(kpG5u=63XTx4BEa+e$wdKFKJN3QpPsV`^neo!S2#~9i2^^upmP77HO5dUJVzQ z$&IJJ_K33Pvp*Cf^qerke16VGM#ecWd3JGrcp3-2?CHKmJ6>J^)nYQIXF2Y&rd5WA#KSb< zV=v$0%l|sRnbKu#xxyFsnbgz2JyMc3UtSiD+LB(;@lfdWbl%9AUU}EDr71;cKZg-P zX3JUh{hf)#mOz!cV3HpX$zTNH24Jv$CmcDfsU$}$tNnU^S)DM)_J-v=p5f9rx@9%70?vs8+6<`{qI#{U)VBACwak)Q`%eYdnAs_2mopc^0v9o$-QM8ht$bh#+L(#(lVx z;k6)WK~bO*K8RLM*X_2eeA`J6LkCg_ZBN>UJZfD@|DTZX7G#R3N zdw;)R(q-?}#y$EgP~H}4>!xd7=xKfMVPoyyHzw6rL>=qitPuIwXoIl$iZ+{yr+ij6 zkt!d4jyEt8!pY*PKT5_9VD5jaJ$Th1&IgI)J}s=)^(oD?_!P#ct2bVYdOo0DlMC%= zEwntPzVBaxp2u}a%wBnFT$(K96SUDHcT@pCVnyRq4Bt$hxnYyd5`UV-w{Qd;pa@uG zLLOiX@;VtQ!9jErl(X7wt^a4%!4Cf)1FmJ0_AbejB?C7dhC?PU5D29|5t&iw2EXIM zdh4|u4piCDpWcXG00bCVzDU}PMqCf#?9?8I&Cz670q=;Tpe8ft{y-qnq;Ajsp)k>< zajGx3-nHJu!xpW|+B!EW-znZKCYL8hd3-ohX45Srle`ROUm5F4lQ1Zr{JpTF>Epr* zH+!K}zpO0e;J%^TlRLl{4Efn0Fo7qQd#rUwRHJc$Yw9aE{WP-dt8=P$q~TX~V}M={ z^;N{RYu{>1FlS4_nMX&#&nbY#>6PS&M+n(sCU5d8o%UsvG~dLxOmX;ss~;YxRf!&} zI4*&QkjQn+KI7%C?Si}?>U(BWZHwZH!%eQwd_p=;j0@8Mb>3k+fjv&B2!JHiF$Hli z^!1(K&C28G1udy-8);5FuYWupoxC#HZXj|+QouL|Hc}GQd{hTb!4XI6d z;q~xi+={DXJpguJJuWX1#Fm4*&-T+J_rTt`1DM1#??SUvJw%`4FFW1}aZhJ@`p>N! zFCQv-{r2qDCp@#=hIZUlGH`Iu8&y+?N%zZ2QgG*@Mh=x}oYubqK_r-mDWJwO%t}ji z9O0Ogf$Pt;t=R)ncg7bUZ{BIJ=D2)@x@BaH&55*2X|17ss=g>zQ2IAJL5_Y#%zW1{ z8HeH&nK_le0UQM`Ikhjq;wW^B*@nK85(8jVsKv;i#tkBXx0njX3u#3O-u(YQ`%bn? zu4mU?vl75=HxA2% ziMHw8*M#(gRS$Rr;JqO*B{ERXg~@_SHF)!bfePb~*y5hc{w00BIqtE1qk-Q+sRcgv z8}r60^X6BS+{`S$q2A9!Sen2yJiaVjO#2uY)AWob-uV281&xe%F2?tbOl1)6E~Bw-Zg_rzPR({Zt;}TM zV{0acf7qKn(t9^~_N?((3=efCKubaWbC=D%*=FSi(dF$`LHP?Z$ke2aRCTol6E?<9 z^=XdY2yOaRvm7!}Qhr0qw)!fxT5i+9W~2I=ek0!!<&Wnl8G#Rfcdw(k1<#LL@Mv)L zmaeq1YYH|luFWesyukk-@gR2N_ygK{8j;AUJ;s~1q zK~vlJHc9K+jlB;iMcm1^Sg5{aPC62COyh84@T=3e6ewTr`M(YC&#d3ehkxc1_PlK|4EdJEz!|G57LNRMamXKT^$aO$sY%>5Q9S)4tr?td2J zTD(h9Z@J}db}XMYQ!&b?e|Je3W^bwNs9MUTi%`1qN}EFl{&t3nfsOyB&6Fp44`tM| zztH33Pl;a`p9;GJ7xNnFAxkaK(I?ENzo(FL`K;sr;A6^qsU_Dsaw81AzA;I=6y0o@ zCD&>)XJ7D^5%7IN`5{wDKv7eQH@Fp1qA~f&4pH3TG$;5-*)dUEYD8|1G98Ro%m;+k z29`Qz9dxy^uYa7y9EnnGF%M1T=wznQ)w6NP&G6zsb}7}CzE7CtG3Ht8Lp>`lKMsEL z-Qn|So&EHrpsdhYT$aKlD^hHic12d@hM7<5rpYc;+Yony&l{37p0)5Ne?9eHV!&Z| z=Xc$Nwq`P@F7l(jbdN8^l>sZ!GXPnqD5PbGn|)CY4AKWB%PPkIkCtb~~qUG)tgF z!;Uwo72--AB(mhP3#L2frAq~}y{`dh>v?(oltrDbl__oheG?|k23ZJq!;XsSaqHqr z+FP~OoBtiRQsXn0HF2H9T<@r%>_JfaeQ48*Vq~GxgG&Ps=&vQ)$+Pd@sPtg=KLC{K z*Y|S}{ZH@T_8Pz7KR8=ilR$RyO?+L8d80l5S8dk^YbH z?0wGj98b?vDQm6&|Nr~_zVCa#_kBOl*-w3Z(aQEv!frsNFo`xesQ*j|EQ90B6jy#( z6*#DJ&8m=j6i13q>v@D}eD$o%^h!H*YEJlE$KWl4w*l(J<`VS^U%Qq&FCI7bDDIFs zAD5{cBU7Pbm@&IMZVCRjuVn9$BiFvS`$q3%(&o#y_QlIGq-K9?jyMO;!6LhV!f|I* z%SX4W%%#8o!xB7)n5pHjpVm4QS_;`JjLny14o!ZN_dC@9#lW9({boT!M#j`v@xq7QNA+zOp1^0#|DX7Az}>4MP7z>w`H#tMe( z6{em<&THL_z=PKtkU8XgGX%I!?XN}??>7EN%M7{8w>K7J>LgD-yT7`~hSOE%SYS`V z13&a`n-&+`KgHFnzekX}QZje4s{K{b@7K?;tcY|}K3vd_rlTzMBSOXnC<}S>e>6~9A$J%cX5*Pe}2u#_v7!>@zhVP~KP#Lsn(G`Sj2k`BMyz4VstVO-I zNm<0$G~i~QF#WdHUuR_6;O>;FMR-ZM$#9nLrH2;Y2}<(;M)miW<7cmeV+!@ceU-5F z1^+^qY;=JGhn`NL>K`Ff^OG5Q{{S+rjC2%#8aq||Y|0oN+=kNer~8M^@etGb|eKUr@qZ1?eV4oMTj*PruaUcqVW0puyjD_UOIGj7d%jzWbxdmmn$C&3e1 zI4|5J+3Da9;&X0MQ&g;pTa|r6!0M7*uQYIGxGu^^s7him=6vsw;Oly~5a`#O_`_x*JxJn3*tO529D9QaHHeusv%SPc6MtW4Cd4-Nk#=^i)>-@>6ipxbNc* zAk}>*$FBDNv2bCVK4(2gL6}8d{0^5&DdPf|0w~`|bkI2Ef_la>ov&Ro7h7WYcR;N7 z70iUy45B;0`Kp-_IPeNhHpeY7c5444hCc89xxp;>4uI`r1U8a_ zx{Nnk{Rt;W*gd_y4j5W7@2juUj$7a4?C2xxl_CDk-vNe~UaRidHvlU%l#t~A@+SxC zeN0!_NDMtN87%MW?*6^9?tdOEt(4>cPdj(w37I7jOQ5*8dQS7q9-TYMK57{!1ZN(d zReT3;2Yu@-a0Nl|0Rdx`<)@6!)u0G2R_Yx%QHH*B(xnxl>A`!&O?19%xik>I321_B76L6GL8+qGWm#=S&W44RjoQnMT)k>su76=6W|0@`e9g?Nc9lb4 zkY=+u{%VF;ghR)&Obc7#D^9N8F66{1xzFPN}zkC*W3m*<41R^r@ zN$B@m=%mr_|HC(KzZNDCjF_Jk+l2om25BVyA&?D;7k&Lp-x#dm`U&<}uomGL*s$df z1~G>t`Fm-<-GG)%_U?_r`J4@8L~-NBf_Z$wau^ym0me#&RUDt_8uRDx0a1n+7U%>k zV5(D-$5~se7S4+0J3Yfw?|6IX{}b&{rG^EsxYD#Mt^^0bS)$Uyg@lhr99}vS3{gz! ztahsOp8ZcHpE0b(UiZ)GOhDV5)L~cx*a;7WItM5N`%q24dX#gS7=zfa1Cbmq99a3+ zVI%W%P>}h-o`ms#nLA>59n9`4C`Zj-`DdCt9F87xf1(o=7k#(GyEk6bXY?8x_RS!* zQ0)p~6Va+j97EC^9}q{3oN6>I;)*MIuDK~-QaYffch2uAVbyimR(XHL(5()vhc<%7 z1D(NpECnu^xUxz(IJbQaGKX`AV1S==#KPad3goe}7( zC4iD_U@id=%F5yL5KKcAuKng&=*!Yj4wY0n5V#Huh;9`4ccaRop$%eI*yk_BaVz`S z#W?E4P|k}uRzHYs_m26$lk7%(R=wfaW>Yd!t!OOubzKclc(shqi^xKcz&$32X$$kd zd(dB1i?l(bjW-7UQ3bebXr`7+*H0MiWdkKh>;3xr?DWP`*kZgBVZ(3*;}k`fS(&xu zyeM(2wesvZylp*9V@z$NdQ%*#HKXFr*Im%{(_GoktXpPOXT*48rG0+T7L$jP5OwV_ zf`C{hH{0c8W!XFoqcZLC$i@BoBg^HeU?LVQ8McDJ+@d<5i5lwJYkPx)E7j%H@$Lx>V?=0_LYWo4;P_5!`!LS1~hAHe7 z=22)RQk^l}>N4VKKY)=|A_s#xtDvP-tWY!hRgV-tb1MdU8S&_IzVfMK_eQ$2G*;JQ z$-2Zr-CG><{z33bK{H3FJOCF1htE(^JM6Ic@|u8_n6_#~NkdIjvdZuN^wgvp)LYQQ z!~-~f<~JS>DvaRHpLa%hN8iH!g3?G?eE-<%yn3R{JUFoYOG^!`$U1m@K18x8%O-PLx_bT9ZPKn_gvv6R7|!KQJbb)8 zF*Qhav}KFz%tHxiaR};yk2CJTew?8XWx}9GUBC;+`9T^K^8s8UNJGTHM+W7 z%%1mwf)-rYR?+t3#+to8*br|b zF`EIhBThTM;=^#j%>MBwuHj(adb3R-a>$2nR|>v+O;i7#yl5w_svPk_@-4P}c@~g5 zEuAmJ{+k#q(mb(E+l4jtwq(P*O=VbLKK-fDq;tg&@FCMt8vYS?Fb{XIo}G4LX3}GB zZ>qybLCI%8G$fsU@7*U?y?&2J-u(xfYE7%t_qoFP;& zp{rzM_Uzhq2@g`E`JQvZ0PL%H{{99F4oe%=)#R?VEZhYI)C^f{1oY$Bti}1#b?nx& zvb~3zJ4@W=3zs?yYK)c-5vf=saKIccUJ3yHDix913#wPI#oK<-3i)ibWtgX5=$2G-#xUfpL5P)~+I zcYYc2*L%R3!@ys=^J(I3twL9p)F$Nsx&9(+bcp0zaE!POEi;;1SH%Mh)MO~f5#cyz zP(!)q<*OVw;ZcXmUznF|7xfxwlH1{U5Ts`L}FYi)!2{0oSpzyGahY(9x?q zJ>Jw|M~e+QDSEgNaVtQ0OU^I!NDyU?BBOC`K7r|tILmg_>x^6G^q_V}xRn>uks^V%-kF5MJ}H+cnzQ|7L+^I=pNJcIQ?al{MFdHmFASZ62l9y~h@VNvgBI4256$&5%9z56bln`z8yKO)N56=wR_Eqih}E$X3=29u zF2d9O8l7m6ToDh`eUjQtkPI#ic>kmS+feI>;$v74D5^JE8F_fzASyn(WNA3|jSGrT z^n@(;>ih(2gz^QX2Kocwi^9BQ!|~3|q$P!r5=C+;L{|(y|&gd>RbU3pEVmcT)*~|dTB(vrIkTqF*wzLoV^FP&8{xa!qK|?L+!Cq(AX7brM;$! zx_%LeaMV(s=ur-kzgYXSv6sDl`)&kPk}-%5VDgpl0fSLrG&xkf2d0L85O>n@Bb$A! zeMPKSS_)M4;c^@>X#;9e{nLIs5_PS}JOk^t3EHNqiPrKK*hHg;E&?242k7E%MRr&n zh^_sQYfhknZ#hwdGPhoW(YcZ*!U+%=d|KL$w=Ximv|kK$>QE7>h|%%Av9hXg@J4$W z46AM0;lz67S|Yi!tu1IDyoc?LIs@>VRr+&0Py?VB^Wm%m-^Sbc;Y~mrsWO4B+){W1 zt-UdY3z*L~0GNF+ug&sR&62bAE`r|T*lvjoyzR9X;2&FgZ=t4+d^8O@x*Br{g5Da< zdkZiXVj}=MGsiZVt~*oT{826*$I^0aJA44)5`bs6I&%pHgobfc2^2ZHAz@OyaS}kS z{>)iSF;v*+50}+$h{Raw<7c&oRFGqbw#-aEo54?#D*Q%yM1+{knl<;oT)1#!8M4RZ z9<023pDxrsux`2-8)N3n5E(nbgIB+ljkl<|qhW&3?dg9A0Cr+M4{@r97u4A52 zPpC6Vo&XVtcG&pqkd9Kxx-0`OxYt05;iZ5G-k;z*M7B@5)9<@&+JCUKGvv|sxpaxA z=YeVWmyl_QTGx>!2h(a?-HlD<^2FF6A6G_eB)fdtCr3aV119?N>{_4Ug8ro#h1ZUxW>*D(&xai z@MB(+!$KUzJ3iDJF1d^~uQ64mQn~i|+5LBI@N zl(dddQ`%$MGz2Ezi;fF;uinuI3_K(HOz^6(vM6jZ#1LCG4NZE&n?AGB!B&PPU0SP+yjX^WJ(8Mr5} zP_N=?t!au9FUuBoEU^9V+KHE&A1!Ft%B$NmRHFIdZRJ@ACSuIN!hZuAD?^u-gns=& z__6JVQX^L7;I}uOkVxzv8UZ4|soB$_AVe!dy{53)er-{$H|hmrL3apDh_>be z#7N=!bK;5%usk+kc_fj$`#iH~X$Sfd_ zg$^Xp6G%h^h(A$nLyxQOFPl7Z-Q}hCYXo1?OX;7Fi@djP$z$w?Ye;Jrt({4n`5?`1 zq|Jk)(5gV0gHci2cxIC%fyxf}*ey*$(uwimY{)vr_CG_AX~xJ;7&h<1q%`;O-Y=tY zbgj+Fx^Bx&z-B{PZix4CON-Y6Bq+m1y0zuBJG={9$U+~gMof9QI(`!_%50L-?nwIv zmm^1)0~9P9%4>bhb7{a0%R&a~0Qd_Cc*C&&c=7tgOfIIS>%v0ArUuYl2C?2C!_`mX zYoGPBCCRHk$03_!FmlyJ6ZRg^yNy=rO`G8Mz$nD}f~xb?l$64c+@s$QqV76jKZz{2 z|5(7}MdSuou*Vk{+e?A!NawWa^U3V&(nep1W+6gHu~hk;Eiy_akNxkFxR17$PdE41 z|ALvF(8)&n@(VA(nc*soN$8%nBDD>T!pH`F9DA)O+11?oeoI!ItULbEr0a28>nDuO z2M%_rGM00m4y0qyNEQj>OrP_!$k~Pr8L;F18`RMqX$BBGdR1?VjWR%=vod=O5sNEa zTa;Tvm(_sX92py%j^bHM?QJa38ZvWZHzFBu!!C`!nQ80MPc{j#`cato0x_TnQ|;7{ z!&9DMj>eiB)=fJ0Bpp$}>?5M0ZCr*#9Cdw%`cQF}Y!L^j=U$`wqD2;!b2oD)(0>Rw7 zj0(owrUxg=fcKDi2O3~01O7I|n&0_;ILBQ$7mhf5H!VmK=(<~u=PCc?g}n^=J?<1i+6--7#)3PQgfhEuh~ zY;sA)*n>9FcJO6`fj1**l5HWU7W^4=ol;v+GtUXWs}dJCCeApy3+)?NO~Je7)roA~ z$s$ByK5BOoo07D2XLL6YKHq%YMe-Rz_if?3kGJUhiBl{t_1F_Z_zTU$HP zlFS)0M!Ng`Ip?hZy6djH*1gs_>vZ@H-}ipc`#k&Edp~c)p@aKYt=PDNLZPhE*3vMb zP-yEYlx6oB8StC*RIecXkAjEhQ4d2GJCC!LZnl&ImL9IBT|7=ZTJd?=y16^LILnAj zNs7yh@;P{TxVkGyNI3oP72+;#_7Yq6Hk#m5m|V3?+$od|Y~;T*_Q?(SuGVGR8fr$~ zw}-!;H8V8sVHoR^rsE6_j*JZ6l%E=$D!p#`3X$&)+yx3RJe!Y;ISla}eso=dW+v$< zmvFdW*OAYu1slQz7#aDCRThMvO3|<}UM>0k*MH%)#7vT3ZQ-u-KR?LNaH)x|zoe$I z^wZj~ZJ1#VEA_{bmcc<_=|@OXb?wqGx1FcC8BYDtVq&iQ&%1Oig0?KZ&|n#@?9vNk z*f>%mmR=cGLOHPX$~3zFpC73&)ipZGqPC`MaL}~n06)I0!IXS`sOp*!vwtg@nMLdJ z7H2vGkG^nVef|2ig|#&;emFL5x_9J>DTjiGu()}VS;`1`qll<)=vRtB>h}!)xrr6| zTZM%9<>lqurG@s#*W`Nzj7$zRI(&VZTeH*9&@e4My?gQRd_mwpa3}KHl23@90sEjXO^>Qf|oDAGF+g9ZM_RDTT-4c>Y7|R`oS>pC1`Zw7W$_ zL`X_W>Cc%AY&Xs-sj6BL%$H*QE=o&BXBp+_v19k_KHfCpF;3NBnjG!qrL0-I_CiPq zUHXt9S<#(jMNPZj@dk$QF%|^O?>u-%;ks=hzI?O1Jg1$VU4P?)XoEgwuVD@|GqbV5 zrtRcImb37L;9DD{vJLxw+mAbjz2ko12@b=Y?LpNJ|kh%HZSvPJ+g09rYd~EX%`a zC|<)Y=g*FQ`!G`MKPQd#q)=2A#?+(wj=lDl`ZG0jadOf_)bs`8$_?VU0g>DREMv>7 zvl5i9SEEISbKbZ|0jDxNv@{__B_&HIrz>%B>rS_1t2q~^%@o>J$2-)esKxiOUaGty zX}OGCRsX<%WzX9y9J`!vSB?1m{<*5?@ANSnJG)dY;|;kpsa1V^WZ||@7j6$8RA=Bn zCCZ#-$A=FeT3-9e1P%KoH#RnQ4-H)kUAdvGqJoZ}pTEC7|7n$zwvNu8=B(r6{q>t~ z+`MV^E{a=3X&1TUv@2xeym)`MGhn%rl2S*(8QQ*2cVeA8UwUp=_MfG=yZ=7Dm1Vd4 zPv)J@9gLKt#pjgT@?D;~ZMqg4Tc5sv!|mN?S8v&}Mb4vt&Bh%k)BaSF?d-@&HlCP4 zj+LgzNE}Zm~luntuh6df`%a_-%u`RQ=?|Xfm8J85Z-V#}(LHgIPUm5!M7;yDDj*VLq zKa>wPKTYl#U%!4mytQu1RkHa6~fe}D5Q6YXr{v#tpn-e)c=E313$ZP|_wGCEBSSN@eNS56K#?f>I`F!rKtWlat9 zz9_Eqv9W7U6rWqQYu7Hb;&aDe2I8?Yval?t*x1;l7(YFc{p?xQL}#Lm{e-_0K1$G$t{Z+c|hx;Q^M zVE9Xdq+P9YCaavIW-V6`p-oq~ebD;F0tg+tlj zn?FAc@5}He$-F_@(b17Z$yXLH&@Xhey}p%YGa@~;qkcQ74>4}>q9(z}m|ast&05;p zG!)SjuQ`Nt;)H+1ll0HdGJGB%!Z!NtP5Hfj(R}MKk)Sx;p0^5FO?23f`kGC*H7=7Y z#kDe#ms5ZKKNJvGZiiJiwzi=^e%Kg2G)T|BwFfsQ*nHFI;`u&}T~1-+MAm**bzoar_Z(V_J&`nff3$0x(a@bDMwlc~2XqH&WeiN>OD zM8nKGUgU4>h2Fj?y{S5OgI!ejiYy6^@XUAj0BPAB;NzN9b zYg>~@dE*dx~FYvrd8JJpLuIfEx#*n1{c ztu-&Uu~N=kVw;}RW&x4Nr9wZExHHtg>-XvQ&0IQt4+AtbG+C)wKwr7x?U-WDb^1w9 z`OclJ_09izIa9d|tA0I6#~K=OEF4J@;gLK`=wOGn_Z9(>n@g|ztQA`>Ls9fej(Q}~ zn5H75xR!NWG<9*b4#+Ag(yHc43rT*hTqfi}A7(Egz&^n4MN48Tav83aZB_Lqt0X@Y zqn(ZR_)G(ur7Plbbn`yAA%aF#T-bQKp@7~9?jlMqcFZdPBz2hS<)f#Z7MudM3qF#gWh8IGL`!j~rlaJP{IjB*&f%*k8kuSs)cOQ|i zpxaTCcjxBK6*)(lxw+4U2&R6Ihz%#f|1d@FVjs#?e}BK~8aek}tn7MAXi7)qS9fbg zMaY|44Wq~75`1_qkW|tEi<2j-uvC>B|1D#~?|Or}=iI%;O`h2#ecGpyHnOx<&+dNc z=A?Mgl^p#S$U8umbb@6m%&LO#U$m#xHL*%I$v=}ue&@H&#m&i@LbPe;`9BdQg|@E zOHteZ&r#i5`JX7efK+yu$Lq4B{tohHgVofrAz})ScL!7_P-my$B;wDMbU)KcocexmysmaKB0T%+UaH)YNgETO(yeb^W?;snKQJ^Ub#c^_x@_WD3WdJV_gFN4@*CTYGk-VpDEd{{my}XlL<7K1QFS zKy38?T)pVhzTy>3v!1zAp_qF>pt$V$-MjoAo}Qd35g9E@D121@T5Xp`M2R=M<9+Og&C_pt}mlm+uMt>PX`(~yT08lhf* z7C~#sfw~=~c1iR2jrzYg^jl|15`fuKqI&Y5WJL1g9offz+>KbBU_6bCv7F`P$-f9g zii>D>X}G#=JrWN!pzaIj(I^14ZrXXe(&~0CP+4J&$wRunaO&ktOlAwvQ+8r{FPGD?m>hN5_ zzr}eL;8zVZGcJIY=$%e&T@C5`Z^*lE0nS*nemw&%?FD}aDa6=#`ju`UfrLzCYPU!y zmKP5nZVOw@9T^lvF)Q-tl(GM0G*|%a#V;Xfa3oQqQ!{7ed={|um&YcX|IXp&#*_!fr(ML5Oxh$BPq}!nzf?IpJ8oU{MNK2kdGFr6Yo7T`hHcZM z2i&7jBqSsXE!%pl6ZYNO>EyaFdxrEZfK8!wdk|u&7rIUS5E}jqv#h|Gb0=6>V-$ph zgi2dlA1LCxO61tk_%83*+cCe->sWX%itgOGKA2B+ z4IMM5w1#EkQZpEG@#3TOPtm+8R^4Tx{a;`0$~^L9h1wbmTifeBXU50JIaJOmp8WEd zNnKq%PVCrvK=qa!>x-ssni@CtPSJW;I(*JxrSOS}=yad^FdepP)B2;NIKD_EJ8dw1 z%F_A0W&50voZQh~*093yKU1f4Z%ESYKKn}}f=wvSH@c%ZkQc3NnR(#fP`uj;O-z5& zqYdbSqquj+k2-A;_?VKbUa(RI*YaSaxo%=E;*M z<9kWZ)zfp~@?~ZXP0bG@L+kCXB~eP|I{<_#*LKYue>B>WDGMG zzC1a0rswUdnp?Z{x^15N`VPkmh=@l{xxC8H-*w`(Hx0#maY3G9@$u#k##O86DMlHG zX#A#!W904r{+V)UeI^tyemt`0UGzQYuP+O{#|3y4y(wF_Zq-ecPPdQ<#x+z+;u`F2 zvDfkb%BRJPkr$S;toL$H^ZM1nghuC4375PZU9xh(o(l}C>WTvVo)nL2q`kJ{PI+op z7`!i<=fi1yA17&{RL5;BcAWZBaece-Si4IxzpU&!{7LP)$YIHVKOVYw6b{=R-G!3% z!OGjt`_sYLEeE==gm-qI{f;&o*J>MYn*h*{{(GC}33qq*%bYS>nnzxu6R(OFyOh2^ zp{%x+1ue(Rr|8w?T)Toio|y=Uv_*ObMP0e_vFQxH_br;Ti&$Ii!}62uM#C$~1Zy%)b3d3P=I+TnG{J zKp|XfH?<7v7d1?diFTj14#^R#PD%IF4(r?V6ZBL-K)}MEp{Jo=*HNw>-1)P&S17-> zv2krlpXE0Vqe=E5{tg0liwRBLhS|y25tf81R8j#$R|!hR$lSJr3$%eK2Gja9O`|KvTMd3bKXC2 zD-6lj`p@J*|L2FX9gD&K3~gvw?LXZv#bZQ1mUuq;>CSFSiFQSJB-83{8>Vo_)VywYT@RmG_b473?Aw72&J}XL=aCM%sk(i}{kzBRnN1r>3M_zA2*h z(aG<`Hdj+qL%Vf^V-;#x3o`=_WhS+~N-G0&fnttvJWyO;>sW8v|+zmw^>BYG| zUPbRQ)sa3Pq@eHLzf=5^Y>x@DS%P|L_ zJ6Ooyg$r%?_s=$nAt++)*0Q&687^&*c>B_Gh>vmE%^j!0kT;*tBxZ21R#@$bIwp{t zVf>Vb(uMsU+QEi(>UFgC{&~7R({S2d2Unr1t2{Fd>aes$Zq(dp4Quc6!;2@zISF4{ zB@@>7ot3mRyQ%F=)!HRo^*xvhv)rywL2QN`VLt>?&FV>*`lYH6m=R-2*aOy>Dr#eM zcDJEyjx?o&FcgEOwvUm3wS-8!mlBc{^zc)B%cj3H-@NVa z_Kg8^ZQ8Y#mZOZpS0#q@UcG!-_T|fwkv=hp#l^)nbTkNl#A)iXC4i=bt3YY99#70K z_`5|+Z$v+&TRu=|%N8rp4P+&B;zgM@Z{AGEyyGuDN`vWFjtw+!b!;suQDqDcDk&*Z zY~Ick)ZN|fquiVz*zJd>c~a?VCKi@KZ4Fq)Sf|1q>vwzB(4Fom$O$q%;#y%PMV_Re zpI@A)2^(0Jv9YldaAfP^^K)}U`50IHqo<>LAIBb{L15KsCnx=v9*!PEUsj=}#qYM) z(OH3t7Kz;3JGc?MW2`SZu&lL}6ReT2ekxs6fngoq>F8*ZGJ^cT_N${XR$_`_`EpPT$4C19ww0WxJu^393o6t4?Pbmt)!=n3 ze*gR^xnqYWV9msv1N0*glF#i?Ri%g+XI;Lle(`(b1HG2qQyWb4ov#3;lz;qq;1`FC zj0{riUT44Ob{}ododBV|u&~h8+e?4!*s;gv#XKiYoCuGMyf$}du_syuPvL>6`GsLz zaye3sl#~>yf%vvVd8bV(Dl5BZ$9p*BT=}MdeZBPc)!9e>&Q(fFQ5la?PSN_fX7l8^ zXQsERL~qC8OrsA8zt4@J zfK*BpF9ZXy>iD%6uiv;aviYgG_4}**lG4&5SH0Nd-1|Q9^YKxTa^=qc;;N~sp-_td zPH)174nel(sjsiEYmB|3jwi3P>Z|!HFEIs={-D3}Gqe;gZtnWxz(BLt-mGG#FDR6b zS7%v3>1w#TO6ndsaQI~4o;}MHJO@Ki-7KevTL}-_(Mj&kdVYFD3r>Tr)Uq+JJgPYUQ;@5`XcYSLj|3!ttP&s%U5j-DZQ|qmV#bDl-qP@a8N|7*yp#M z$LKe1;4Vo?N!3EP-n!@ZdL2ap$9}#B1a9C_1ARA8C|I8L+?U}GD&yGXqy|>Y(!wGL zDKjNtep=3Zj4!BG-Qf`+7lm=fiff$97Hq#pCY_Ipj(%4Wu~z@l5iyR98&k~+-JlMX z=Q*{<6~s;e$#f44M1W22`uxyvMKv8gJ|DIj@>RylfZou(f<=jFz7{XNG z1xZ<1q7V2^4Tk#7{MzP|9?1<9MUnKKbZ`V`bn4V8|Cz66!y_UHC+i-th%ipkj@{Cb zJTfvuqiV-76VAH1Yk2swa=@Pq|3#47-SzkO%_8qg*;cI!4V3Vm>_6Yt)n)b~X(CvO zC_QOccZS)EA5K4B6}OF+LNpOP%s8jkUteGKVD($_U3igB!`@!mL>r{b@wYd@+``Fe z)!DOW3Bts-ef#Z=-7d#ls4jZnkdtCZ~V@t|0;iOUt4$oz$Qii*)^X&ed@2jxBOdi zU^HHX=;Je{VV>o>JTu&Sp{vURUC>^;PV8~lt`Zt#vcoU+TIU~#^QxQ+xpixkxLE;Z z!-fss-rj`MBybNO~w3;FFWNB*i%Z$^hi4@G?5suO{R1TVd`eb{2J$GauP2R`n{6?39oE@cPP-W)kfv0^1}vtD z1S91)eVSy3l0FLercIZ^!x@=3%4*%;uzUNhT`qfleH8$B&I5*54PT0mUOpxt6wN8a zKvoeY@_JIGA2b;6*)jgbKSL6LKzr;uao2GQ7X<(s_5$}Iaj#yOYBrZHb_eKIH#Obp z9}tkPR9^K>#dG}k?{Z{qA}9F&`#aMxg3PCemQ%{Eh9e{_?B`$yGBPEI0MU`y$*TYi z=FXjujGsdKIy6uVbk^Lw;orh<7G~zf8He{NY8ND(+GHK0fsTjti_Znf$;t6;+s1_J zEDvE?dk7ondOHtp5rL7ab6v#k>2h}EB^*QLGUzMY+czO?25SkHm4&YC{`G4$vZ<_N z10C+@?L`(|BZcJDZ2ebWP6dU9-PnpJ9iOM#hYDGW5wLz9(7No~Hy)LL3(q?i@$tQX zI{y6m1Gz?mgcNr6hv8UeshO#%>(1N5=eP2+MP&OCt-tr`98FxfH&$zxdU|x}X_^U%FI2KQnsfdj%7@MPXq^1oX9SyU%>r z(7m;DmA<|{@&=TRm8-erC=e58=jWl0@fI)s+5YLa`~^ghs-7MTHc{MavD!~qPYMNS zwWcZ8aM6m2!L&*5vf;%;!v|J)x{ORrr3e|l2Z8;;?`v(nfQc}!2}E1*CuI#GC1_abcbW>!s|fuSAH|%SUVPog4quiAr!5-REfk<)WO_R z<j}ajf+n8c@-d&55!~Jy9-b&HoK=0QrhL+7 zkTm%5o*HED`1-Xz_muIC8#h!TAt3!;_c^g+7aG=3s2x`5){f>_(Z`D&V}O8%E3rfz zWas65YVr|!lQP%T-hxafd%9%}M4?hVyhBC)J_8ko=BqE%j?T~ILXf2-CyNzhY2$mL zcex*b2N;^;+Pw!g!4lL65wsXqbA==EmIL#kNBKC;g$zMj?De8Yg8*z(Pc>(?#{V05 zklfYXeIAQy1#U=7OREGSO4j#<^Vf|CzTs>`1jbtocrmv7fje4*IUmnF8JiqmEaNF zMTe}VtE*vSBM5dZ1Y}tkkV*q*%*JUI&ZF{lev!gudOSk`Zt5{# zX%L65QBy(WxFZ_%Rs_G{^tKWmedoeCu`wi=dF%@`tYmwH64>Z|`O zoK9ucj+tpZHqF&}xlr3ISbF#HqazJY*KD7z`=~2sqTCP9LxYo54u|1=-57Dl$@Jk* z>F*2O`+k(^?A^=otten6H#c|x&=BpcBG>WjzmI^$NJ>fq3N3@)EtdapNb=;VQ;#N| zHz3H=9~`{nIyHD090q;KzhyT=GH3K+(3&m_>S(J#Wr$_)U_ztJ%&o8v@^?APd+#2P zy?euSj|KgEBE!wWkzwRl^lOSC2qjcNP>@dj;_B;66{s!AWjsG&B(Q*L3XB_i;evX+ z=K&;3AV|pd!5+tuV#gQ%`VsxRq%ZfLOJ~uO&kbhaF@mpLS+#80vTTdeWufNphdYbS ze|e@YyrVV)m2vkk_CcT<*A{&Hd1t(2onhw>9p>7bJ#}~02^i9UaFAP0Uj8naMQk5c z)PCpAqAOL`x05!zVFCa(==^z_#f9H`P>fS>)7jV~K{T{=K(IB5GRu{GCsjeuSlHQx zy??KT&X)qN4V~Q8hwZ>RC4Jg8fO7PB>ar(4Ga?7BXjeG<%j~wI4;#=-#*rr*>C{S4 zfL;Io@gzlk8SOXmM?-;6dSh zVFt~Y$eCSfbtdbZIg)4@Q16-PVH2ZFBPOg`Z0pm(zlIebJ}|-R@vbfR)HqaRS%*3b z1ZFiOqjk6M+&MGxLpyPTR8b^xDbGP8qUB;&hvei)@hJI*7(O^y3KGSx;JKj9(7?70 zmcG-&5qinWcfkb-n>-Wzl%#YC_fL2?WT*ITeq&u~3)Af`uAZKucsd{zu&+XaTwvMR zEG#Ts?RzgZb&G^gB|?{vtL%XxWu(|^%FWbq@KXe2+hmJLbi-v_H@Yoab2 zwyeFg2~XVi+iM?qYgRvg{MZ#JRn)9tO=)RqgS|1BGyxg;1h7JRr(1(X4rg|ufq9E9 zlfIv=wWXyCEtbQ#*YaTGB2rTLV6y2!Td*RT->EKz24M$^`Euo@4J2OB>lw#8aVz`F z;UQl>mhar19Jp8ttV6noz{RNOD059ngYtUa*_2??@4SU4nAof%FZ9!(Yq=Ia8yCj2jX09cwh zVf{Vbe;P{qgi6cG%X6?Jpg{7WO{SrtDLD66LBVS{97y7QT(RfSdeZc>u&|`JH9k4E z%YSx^2K3AhuL~351b`OTaBz@!ccGCWo~tagLfAd*Lp{SQ zt;m&*jgPCLMYEkwym|9GTIq~Kcb5?Y50_vu^Xsclr{3<}yJ3ysMu_Z1Pep(y`5r*_ zy-k^iS=X%#0Us~oDQ>{4W>&|-eJECy78-@HtqT|67($3#n8^LAW%mTZWsna(c+ zIn1>zJc=a*v%-E<=DdR4oeCf->B?owWgPPX52_A4K5S<6=*TMA2r`ga zEq8@R%9AcT)hdWe_JmJF5$-1=+#1v>Sf8n-6kUcCZEqt@h#xO18zhp7-_Qm{QR24E z6;D$cq5Fo;>~6Td1`!B}G^+d7j9JULQ%c&`u|hXxbyS=tgb}+GXdxj%eqV!AP~Du? zZQ8UF-0(m2Oeynm*q)eQ;-4}Ym#Chew~vepM-+l7O5C8U`m4v9Uise>O3^xofcdP@-A? z5Xu#AOg-KD%%MJ&{!7;JOW^OX4}OdU4h98Mm+xYpI0Ecii7HAk=#9igBmvzdMfrAj zWU-Y%CD#^}5ki|~WsL^%=olD&&i-+Ry~}hFZY2(RH$g5gu0vU7^5nWtHf8p=KHrMu z__*!LA=Rdt59slvPJIz2%|AN0U_M4%g=W^EGExZIJqj8LVkZQqBQuZC8kjijt=Uq+pHr5k?PPCo17TuJ#5j+U(riwhq{*6#f59 zGC4atH#k9q*^5r(_U+qsk49XcMf1xcX+dFLwW=QO#~Zh9;nA;y!LS4{d<>bYD$aQ7+x{X(q_KDSm0QzZ zrwXD-8__ushr++-PXByLI#TRk%)JV_$h@zq*X;#s@nA^>xFy)+Xm9DuhzZT)#FoL_R07(iOl$JcM zy?c|3wFZ%Z2y6#tA{p*e&Nt)^0jN&MH1Pw4oq0~1ispW9B2FrlhU?BOD_6$O{{;iu z-;%R=dbBf|6i`^?jA!_^B3gnWF(Ln5MCtuN*Zfoojyn=IL=hWl+u@jTd&jBu2zW`i zA6lr8LhmFvH|}!240fj4NhNSm5pLD9lNQRMcKzCP|-( zAByx2Sa{FD&uW12!y_Y>Ha2mOy6ZuhRG?S9`{2PvkbHL`UsII-eH^a4OS|y*Z~d#Y zE}tKptPT3}E8t8C6=InlglT~y`_zGP_x=ltxhxjm;yNT!VB-TD%!;HbJs%t#Om?OR z*66BfLhgCmt^6AV zNM;Ip>)6(;{ux*XH=qllrvP;Ey;E?11WFgOW{jEKVL?R6z`y`%REBQ!KL0M04|2_Y0gAlb|nCik*U@fGs+jY7nkj7?m?qZ`O(J3$;m`g9l-=(3n=ez6!?+)_k z4EzSU%}9kGMK8Lt5Ln7(#7=C4=;@!-OcQ$qSUllld5=4!(6uGRJGNw7=Jh2bBEe~~ zfGGpZRnpeBab~ph9b6TJ?!C;ba-#bT;NC8jj4SAYxm3<^k!_@>@;3x_+uonjO`poj zmQmIz>uo}TBLw8RtWN>p@_@XF!?$|E{ z{CFTJDk_TPe8jIL$eP3e^3xR+ewC}B( z15;s}HIra|t`t3w`{So6fT^%;KR%Yf8mVb-=n8gXs|+_-H-sYZL8OZzWe&xXDyn?+GLe?5PY(ozbbePx3E5Z zI8j~A9tMus0`k8%%+mxK@CGihZr*!Y6%3y~T<8=m=-_xS7*{}eO;`r%klaP9!E7<( z6Vc!j8~RJHkrlw9iA+VG@A7@ynyz!b45|5Qd_2RxefyYs6ggmU*F?@5>nf#14XEy@ zUU)g9$vV0Wp}d}|uboQ$CZ%YYC9j~6iW)~AG{gitwfA1F0w0$DdAgNn{+f;Xxxm@z z=;(bwsH~tES8duUe0%aSntT)S9>G>;JG*!%B_gyJpZjZJV-tc_GzDD=Y%VXJb$ zViB5q?H1kl(_HK#MkVMUbF3;?kSGR0Y&;?IyAzb;IKVpze29@P&umv>U*$lZq#Tl4 zP}&MGum_EBgZW#a^kv96rC80bU%#THtlxIEKDQTXeiSZ^=gui*MMs(qVywW$9?f^Y z;}PZ(qa}D&;&;!t4Vp{oW=|vXq({C?XlQ-kPTagRGlwJv0v#hGqbj7-A7Atrui3P? z@7c2_-u8P>56urQ-QNQI{4_{q?-22XXG4p#&$18?unXc89^jRZBDljH6N%bHY_Z_848eEr}hvh6`imECp`8E8wbP<>ig`9Qx9YR6q#=cbVZ| zgf0id$k##6p}j4>rDKu8rG{s!tj7xpC^?`F9;1R1O|o`E!3|Lutd@RNIix#0ErK z05m1R2=i*Om`R}zrqz~~mTvRlYAh@*&m;8gj&-6MQ{GD)7UFLe=k&UDXM@BE%KK!K zlqOuM6D4KBw}#LbASW=2lIa>Ya64m&=i!9%2baum)g8#8R6n0qIT2zrEHW>4f7~yF z$U_*>gMWStt`)9|SnD~24l$gp-Fh(Yn7TX~FnmwQy?ggO;!k=0nH}H!(qkYPqL&3Q z=qy;gXJRT~%t)gIWCZ8dJ>A`-=xZ@Ck(e@#mBJIL4(Ub7DaVWf{4?;CC&>T9J)ar> zt|{x>akOnWdf;euY}L8&YS9C_GEgvnqGp$j$rU;^RSSz0gBi6u>sFm%fzc%M@FT?U z@zSi#4{!5L zrX;J+Hv?H;R#}{-1z)KS8@TQCL*LO$+duw$i4Hu2W64ToU7kDBuiw1xXV~DXROZ^s zV+iN#;=5r-A+8qaXJyD!$OxyP;&ub;;I8&1O4}0FJ@lPj{^jd;?r;M#-8wx4SCE{* z=FR$Vd_CbzsJc^)7=RQJvxs&w0HuWog<&63L>)R=MZalgB4i-j5a&x`57CFfh?LjX z>iIf@Dyg}-Ve@(x6#CJ(z;g9ioR+pWGI~P9AO{Cw z2H6ZP)WLbWt1Ju9h8vvXPT=DUXsk8zSgZAb*j!3(~wb&6+xwR9sInF09Is_ zGF%QKj|Rdc^QN85h_Fv?{mx$1N3r$A-ciI%WOi-Yve#~IGZV^pp@l4HF0!&nj_=Ue z5P}S-&kFK}8^73gV#5J1L?kJ$-CoSR%KoZ&@Z{+cUJ*1^f+JCch&ge%J)Z>ub^+GP zjj|3woHBL<48+a{6#SnQM(iDEMpdCtp@@BlQqYhLG3}atNIn=H3<1GrWC1)x94AC# z&fHBNB>Z8J06^c|wk^cICCQNp9GJs`WJ-tPNLn)l+4&0>F6hoxRA?v${8igOQ-v9NZrpf$X3f!y6=Ft>fO#X{CDab**d7 zn6A+*Og=$qyDUK=ig53;e#;Ekte#%2|H;Ik#E^;`i45@Gxoa03%m_~5;rr`^sS;cR zUmHh~eEUxQdVPfN>E@=zn?TlR+|yK=GY@Z9xtXqS_vv;7dY<)OGAq8K$BMam^QL>L z0GSgD*HR}=x3!L&Fy3S(<8jMI+wP2nGu3XbMN9n?Ys^oo$63T?$+n!vO;svZP+g_r zzA;tACo}nP>6a12E$aG0Jc9p#a&0yl^6{}fbqcHq%8o}XpU59jKjHyj>D5#r_*(AT zwltKm;ye)noW1VfXnPBX@n>-un|`Y2@-Y%C0Q^{Ee`h*-U=&&r9UJ!q2uMR9rc8SK zk;hl#4P`$xfn0*(7$t36l>!?irg-G6K`ps3s)kM1Wl6qsdrIO*YKCQTNsJX-trS5Mp^ zv>?Xz;v7$*gCVNo^}!<*usEGNckYIQXJ*YbF=rqx5MdnzCY{=vx>U_er)xcXtJuB$ z{K|o=F|CqeUaSn!>VAXncgh-0&Is}2F9}vbh9@~LjD``6LAzO2C~^j;NrVjjtsLx=`d!_U=%@-<4-eZlws~A?J7Vd zau2MGV;^^Q+L$cfaw$3we2w|SIOo{=-$jXKj$RjLL19DYvAzH2gw( zUu?@|6xa$bqLH$O$r83h3cS%Pu%3n1larHU6TSOMDS?60Z5}No$=@KA3IiZ?5E!nX zX|#`%J-q!O4k;seUCF2{Nw8llPldfG2vzK}wK9+9|JF^OsVa2kV; zG$=5V*vZk+ENEz4K^xG~(OIB+75L9Ro7|!7Ik=7x78AYI4B3Rh?_T0Qz;2VC(T+ja$dAVT?%lhD{Ryfay+b4rgm^!u zBMt7+-q%ZBZEbB050U22>Z@qQEkOnX+m|4!X(*%t!A>TGV*kKj2_0~btD!q_>^Qj& zG6WfoZgQa*1t!D0@EwTPZykK}2+0rg5;DBy>>pz;n@G3krP|*;j3KhZ z>)`4T^^`*`ueQ{uX|E*?5A?jVzg~?}D5zHNz?$X2;1K!_A(#q*3l^30Q1HlnH8@TN z;xo)U0E}a@y4%as^RR+VfS8EL3h+T1K=Fs*)EJ=BOcYXr3atg(1#O>MIXkb$BPYZU z7>z9&Fwzst2KYtqu`ZgyFHbJLcp=;I(sSkX^z>}^McyC24`8h!=`7J}{rV3Ho6Yqm z=v6m{B&!5Q!LIhR<`8<4AAOszp7sMZmDjfm%{t&dsqT2dI>k1WAT(*} z3Wm8q6q%Tq)C97#pO}ht)N^<&T1HOYI{+-tJ6QW=XVL72Zyu`BTT#5 zV9ax8{@BeZ>;C{ZKolBGUz2%|+`Ld~juGx8&@a{v8hI#g(E<`E@%T7*6c9h#cR09U zuKhUOg50Qvn1xm>LECwb&0ywRoPAJ?XP`z zH4+ZU5>gIHTZ?9@HsRaYcdFbd%u8Lo36k-1j$S6Y3|j;4HkmB*;waGez22uu+69y$ zmStS0*1>~EPIB^N6A=j-#vpQt0PG)^S6A4L^rsNPR~n2vByBFrna ze7M3)4h|n7++P@yctJry7v$lig>FK`e+}7VptIw4*lvu0kTC%QQ;9kVVv3vr0GmSz zT636fdcQncY=HGY8@wBl@u1Wg4^3_RtvqJ{-Wtb(xWb<#dNf;g#4<^l+DjP75Usb0 z8n5ZE)$0zcMZU;CbiR1pkJCT5IchUEYG#>|N3B{2U<_!424i_De-m?A@ zRVX7;6vCR|=WH`j3ls_(Zumu!ncRr@McP!7opB}TacRkc21NmzfbbiH!jY);ValRJ zmKWL_)6t1Em|9PV7yP&L#k@fjm;5p)n+veI!H$0-Z!;^U3-%InddBTLcY4E48b3bD z3OrSUeZxBGI1&U za}f4Syhn5H0=0vrj)MnjGjZ3rZoh;fHQdNOlBh84S^CCrCL56cboE9sNf6*F(K)!? z_85j~3-J88tX#mGQDhTg)SV*5-3sRxydRqtvS9`j64R&YIWxGJVeGI5(+f0`<>5y% zBz$ckGgFACdIV|`!HIs#@b=Z$&*4MJidGM!DQtt&^a~$ zloJNk8Pqm16ndOf1g3&Mr)oZGa0CFa3E=r_+E%Z6t4e|c^k4& zq;&551|v=2*WSwBEwjzZ9et)K8$c6M8cv7@jve>grzT2{6K-Tw0@XF>Xt1A2(B z1i_q`m@0&XPK#MG3NcX~$uf&TqQ472BSDQ6GCT3Urba_mHK@b0>7n6rAXsU&5u|IP z+~dp>7En#3K!Lc@L{f(lPc&aQ9*~u^s_0e-oF;TOIG=2=?EQm-R#+|RQ||khJ$@M` z5y)L(ZDp0#4#kut_<i4~G1IkM+J9zpzO8D)>UdT&x7j`<-v%y~32`)f_ob=V2O zgJ)+egi$hU2=jjzc7hy^=m3Red*TtPIG;20Nw!DBr|Vbrn&E@#=b)1_S}+@6?-F=- z)YLQ;;_Qmfd*;s7g8>4LGYQXL&73)Nror+%zz-z|dtiTcduwa&?C!fysMN*;&O>m= zp%VGq1mbqZ{M9Scj(E+o$J+b;!jXLEhBjeoCc3fp%7zMTkP5oe>&O7T{{6(Nb_f*HldTv@?a|fGe|rDNJI+Yr0;v&xwKx4 zj5-o|f@DU1x72DkVfp-_NPlBgje z+Mp*-#L%f<=lS$_1hv}I**S_3rRZkf~BWiJJ{;(9McyS5V6mI^iuSlWJDN=;3yh>R^!vO9;mT9PqzdCq?BRY z0t<;5InZmZJX;y}?zmLTYi_J}sS8;3SRt3o>MYVF411 z*jk~$nPtvL?lLhm$Ia=!bnPxHb7uQn4AQ>p^-eNL|5dQ+g4L!JbdD_0a72-}H;9{+ zpt+4x{sK%xyL`3LY&0)3My_uy`BQWLOzaljot*Mz4am&Uj|~k5TWkpR25$nyH_$S? zZi>pHqRc=Z1`j{|KT(KA&aXuJwD<2Xhcsa6;=+QoOU5LL&vs-*YrE%(YFPKvtHabU?SXl5BqRGdHlEwy|s!;vEuQqjtn?VL)B7h$Bs(y zR`obx2@Dq(4iO;RJWk;Yh(XXqbM2~NbzF%@?YYy%cjq(?Tw)u0Y8GyY>Ie+bai_#>U0bVW>{D`WK4u*O#8< zm_e6>7BVo6Q=Lc^g_fbNtILdZx8>|Gk|cE=58bEhnKSx>8zDV}fcYej6Vj=Hx1yn- z=#uFZOz44!vdvB2*I?L&gTTm8eel@a%r5XqXfg`CMmEByMT^Rtp4GD-&xHdsMnHpi zB~>?k+41Pn3C|ZoyD^eeS*iK(9c5xdA=7|`oeOiV?CsR;%|`aKQGsB&Q!!7l6Nm+* zdD>a7`^9-)Bc_BYL$`3X0b7-He*fiZ>gfLuo+fVNvd4oyg4~jK6g;nmiBkxz4&~_C z>w})ck53&jelzEDAXB8KIc5bft%o?Q286Swj-+`FA4QL{dE2&!*|#(`Gzv?`kRd`P z9#K~LuilQzWuKn{w6f{!Xk1 zio`y&V)faU>bBx)wxOOM2Q!Viojzz|wh%v(|Cy-51f>4aEJ^cyBL0=roc*uK+z#jo zn>_UItHEc${}0oD4D~b&_sUq@; zQID7pASuHdx9NYE{sG8D%74~%pcb?n$8IlC@UdGP8_jM!-OR4c;J`iy&lDOEgggzV zFW0U7;N~7o@I6#WR$8f*waK`=YER*9?nfJt6 z6LG#C@p0o1P;F_+=fXuz?8tHA$2Sthyv_V5x$Y;c>HxyYd2KrH$V!x!^6O18(9?fd zfTzS7zqtqU<%W{qPBQ$CEV$h>>+zP(_tXPBKC6=xY`6+;RgCFYzD0*YHm8b0gH|E4?f~Z3Swx29i2?jLB&8XN(_j5qj|0%f8g|tl^7`2u-ui~lBg0`R8xzW zICK<95vdU^mKDg-y5{EPCCxbnjcxWR(DuSnPBSM*0srQ{Bw^H?XtVHLh&@T(}EcifrXP=dY2Vb~4@^)E-SsTmF0hH78K& zCsk^RzXsW^CP`@%Y6O}81bQV}GiIWQFNZkd{szY#I@4EiO8&yok3zIZbp4}AiAOueKf}1sOiqr$mR-Zko9r^RhE@L;PHQ!sp4S>oi(8#r_*6f(@8+q^CDswk9Q=VY7q=Ggd$J&M=#BO~pY6HdoY zzJGMg^7!+YgNOGWb0d~~%sYe#t@!PkR`wv5#0TVKbdg~ zQl92FU{)g607zAzPGC+(3n&U{BkPMo`wK@}3eEhxp+IaN$Sd>bemEwj`bZlBIUpFZ34D5qbF(a$hGdRz}Grx|LY0mD^t3O&BFc_Gbd*c7S2b6wCJQ!0RnZ8Nj0G3g(`^b5e1JfWK2V@G& zr%z%tU;uvLWqF(T$IN)+-kVLH2jFTwGRycAVjQ7l$y63`_BtC+d8Vamp4!T~otaqo z&{_A|wUS|3Y(*Bz>|9^+%6pCgNc8`kWUrL9Un%>{Ku=;POz9WEe5ebuXjXy|cpzsRwt7=@Ok}*(S6YlCUjdPx0)Ax{)IE)V(mK^=A0Z3e_s7#BmTk;y5*8MH zyc$3=;RC=#^gt;rg`l;v#{i|4#)%1se_@8F{>BfkD1+5lgiB8$Xqcj3Al?SBO1XLr zL;nE<5Lbv%8bm7>H}@HgPFz3Yq~EIuag93Og4tC>=6AfEIIxJ>3(YS-R6PZSfAikw zAh%&?6UwORsi!7Q6PYKTD`df^a?qji{wjzOWEK{aRx98PB+huu-i1LGdk-fvd8TXn zY+04W>`$G#1TEFJ@ZXTjgT=oy=46Bp1_g3zVN6_H2+@!o8}Ae3fJNb@=Nm<3H{=Isu5% z$a|H*L*l|vjCR8Pqse1GaY1V}8M??gN)DabB9aA*^6lQ|Ka2`6g@Y4+&09Y5?dWbC zfn!^6$ppaKyNgU#H29JRqU*35gY%n%v5VApA?*$U{#uV5$&rae27hjJA6ftQ&oVM6 z5wpIBO!=kdk~7LazYsn@$6a;zbq){pZ}HT#)t;n%=$1b&7^Wo}b~kBQRRSO2bCQ>O z_=eF9DjEGEY6*%<$tbSgHjwCZvay+*fEK%4y7`~Ked^~d!% z&$G{Zzs7SM&*OPKXMbCP{Syy(5;tLi_w=x$YLwVQWS1LA_dW_v&l(%KK({2YV1p*) zzc_agD|u)5n8ypeyzjzVK6s%zM zl3Fp4Yf$Lo>m*_20_Yg#KSc(D01TgyoSdv5{%55%MZy#)Kx&meU2Z9qS+qspNGJd zBV=KKXGGVAKvcvOA~+_EUx3i+T|{uy{A>(~*2_M3qVh_BWL(v9Sl(dR$DW>{-n}lU zR_y^^ZZ=0+qNhj?DER1*m!?NPrPn8e<1n9O6Hnn=5zto+qjzK#Y2b74M22?L!N+wz zEBAdz^#@WvDqyTRR;*w`x$3WsRo#sOC^J1n?EemqS~wUuyEOR!nR%Cm8eEK@c7HAh zGXt33YEo4p^l11QqPRtX>xEDME)4XDD91fUp~ zLc_xYP>M504*4P5itS^beGnF>6HQ|U_VaOE7-%tnF%(VX0ONw;!AAlk)DV`Q=RV-X zJ_HdMLiR$Gy9@r=wkd;^LP>xzO2R%6MpmHB+yhw`$q7L`L$4n~_kGtYaAcLSks3`i zMEDmK^Vq~qt1=-yLMnx%pQnmi1F|A=@ncXRLNsQYSMqC~moY`t&qiw`Veip6g%)TM zp1yN?!Y}XjSd$yt<_WxrDB&8;JI<^~3(CZJPSR>lDh33=MntDvdJ4NNLt5muhJWHr z19^-Wq;>%Qhku7VfL=ncM(GU%0irJfxcSI~D_?&f16+ejeLTQqP=C(@CnP%2 zphs5Sok09aD(pCx#Ao1stQQtmH8Uid9k|71==aps)kV%j03iYrfB-VqdR-K0!p0V} z+7KTU*Q$Q5CWj4MvhCE??~SIO*Zx+o z-Qls3e;z>y>0g1|iyKdj!VG*KX&MJtBaEen`kGO&xpxND*Ic zE}e^uTSwX-Ko{$tT#a?f`MWOT1BRp!MZ6Nw%57ju`gZ~BJ%<2=+<6jyLS_MniFBBw zI7QImFaaNwSfGZ+hWZtu%79t>5Jgn{G$b2G3=Z)vi9_~`qWCg{yc0w+gLK5Awypc? zLkA*e(picIoHDd3p>|I0Xt=29H57orV%t)&m|q7NZsnqg-Jtov)1o2o$W1{V<-)di z@3vJrVO!`a#K4>KYrs~)%{c(BNtBpPe4eY10GJo}pWD>92(-m1gmP$Jk~Hl*e8Bs2 zFxHM}%z$yN`D?!hQY-@P6ETPvFZlFaHpgf5e}wila8i=^0O~x73yDnd0=5yH0O64* zLR%cy#5Rb_n%?c4Cd|EBs43le4F~FQ@>B6Sh>MVd8{!)?BrVKU*!QErMzJB~__YbU zkD{&i0I=?D=-VX4v21=NYs!kb~BB zf`6D$bKN@`Hq{McZ=~%#+Y7NBLD3NlqzpZ7wf*pL9q9L)XC%SJ!EJ>nKUY`Ugtls4 ziuCZ!6{>zdM-FKrRSV`6SzGL5rba+->Xf&P&+KZ1bVOGJ)nLMQg6b1011cFO0KB6V z8vqiP%IDjCSgVjLTu;E*K-_*2oXB2Th;^Y^Sk3I9XyvY@4Cq;0O@vxwg(zMAKU0h0 z1UC;72pLw;oHRTHSW%?#M|dLWa(}&uR|Hakl2%iWFu#{WLl5;i+9?b|9t&>lF&qvyXCg6S5%cB<%@&JGb?a7jG#Z ze^YCB83YyvCWo|li~E*bl7f~8D z=s!F0V-4i^)@Q%P=Xa>K_Yo2^ZaV4iL+z88V$vdV_O~NkgsQ<7I4oSsmsnafkN!Su z6C{NwoBr3dbPn?0-p%J=fk;;Y)_e<$_3f@suKk)B3_0oP_8AxTQN`M6z6y~X7@7-} zE^%F^L*uGdd~u3#k%Vrh36U8Z9cWoj^jaFzZyOcBwj!TCUi4kf(J|{yO`t~yUrCc` zhREH>NG7;q|88M)?X>2BlShm{luq_Rx8SIqozTpTF?6u%>guvin47dge4o+)g*@z9 zXlsz@#V^VS^RVh&k6bFV^YREmob)Jza;0c_sZgrebK=mC5>S=av)2B0k%JogIV>a* ze?)t>04a4rS(WtMuUxs3Fkwh`1VNajvkn$X{e^rMeEpAnUV}Xc3n}6ns?aSZ599A7 zNr%GRsyV@7hbM>jhB9YWu$-q#WM&huciignL8uu}TdP5AHQ-ayVL&?TZf!@rhVHHF z;}WS_B=q_Ac9s7WTB}6z?a?DdL^M$DwrJc2C0NIj^gdT;-c#~`#I>ak)m5X-1CbNT zj+Zar5YW=#%a-t&DZeNM$89M&C9bh`;vPypq|`+sE$F7=V3QIrc3nTiehbt2IxHki z0WeH1s@%*lO9VX!diM3Y1&c|DW_yB!7FJO_(cLlED$1>rS9EA_|7f^6QlB9TiRRaK zX#ZWjM#>M`N94K?QYWf?qHUjnF9Y)EK#0X0BUc>+yR#nV47Yvz^T(jtqprR|Zx&2` zQamzZhjy3plZ(u+vs(hA-&P+&d(BqRFYy7d(^Z7^XH(#_`fTopAeLgJ^v7qr6VE^9 z4T+l$(PV=ICB1=VSqL;P9OP4gy|>^m(+VrhsDcs=Q9*#q`Z}(Z$C}pg>36}&=-sUskK~Cdz z&^rK15s?AO)?PN`{?=xHjU3b$R-*49qWA70Rn->=@SSu@1^JfBqkBHZ`A$)hbXt1) zBeUo8TOm4IxEmBU(m;gx_-nWXnmEJ94Zbx3B_2kIRxp4xxD4Mz+68)@dY7OCfq)$g z=bj=h-B-v9$ojCG7f8YtpkR>T1+gasg*xqJ;5?hBt}ow97BVW9pzx+07xe3 zXY<2V@-2-=_3Qr9(%-*+efBu8>wk!o>hjgRl&NrIJR-?Ohk)k^tYKgO3Ni127++Lp+p)(1N!nIfR%D;+BvQ z4hedW^JZsP(2hurl6YUD>x})Tqlk7E>exVozg|OnzZk6FujgBE*Aq;I56(^ymf`G- zKAI_V)c$|bjs~HX9y47h`uiSaOg)0NBc>cpRso10An<(}U=uJEAaaDm>|VVurIpRa zI3hZlhjen_COkz+3XegGU5HKyL7&inRF5ZCdMX$u&$PKA$R^DkK=8sB8w)^hgD47W z-aGJmcLjzbl!xZ|TU96rL_TfKyUeVOY@CQL5l98c_$9(@kil8V`>~S5_hJ<No%&CSK9wpU*0%Te8Lq05b8PWvhCq|>i!H44vKn-z?%92 zxhJ0lL<(dzLg>YQ6ZRZP+k1XYBS;7U>mD~F%t6Z`sneT?!-CjGvJ=FjBwrzq1)zlB z(g2r!wjR2|<^L2q#veFB`e2-4idk1Ye((B!u zzX8DoJL8_op`x`+rpdxIo}20P@YFA*d?Ct^;I!tB^F`u34i>gMKSZ+YeS zf5uriv$DE~QxK2dQ^{~hpuGU;iIDdZ0e|yhV2Mnb*xQ2Ui{;BB6mDCo0I9L{obLgX zL@00sM*~p;r8YV|9*JuS4IUvG3xRThd=h$riwXdH;Lh#*IGZZsks8JVLBh{A|#!hzThKr74$Q`KpK_s{;tmeKAV8vSg&0{XC%nz zko}xA`3t#m`B45sk1;{qKB1WcaJdj<2o}%Ryav96z=&{OdV0FE*N^iLDnAS5?q=`; z#T=7MB&xu)HBn3>P6UxgVai5G#nWaNG#a~Cp!9n`;cu_{a@QRPN!BzpF(LZhGD+2b z?_;op?$_@OLaPgNqT41cGYwK7O)?Ms`7)*jSU+;iz$6iQgkEcKg1~93&U%AWgMU7U z%}Gr)0DMG>k#w|!)A!&07;uWg7tO(>feI`i z_*)LrZ%T+f2zkhV@tGNmaP~L_;5`b0#0*bI*j9e<>fRguk)I5K&>jW;q};S+OJKj+ za&glPaS$71-H?WV4nDEJK|m68WU*LQYODtSPFxs^nE5 zC~u5=e8a-R%4X)BmUHwpMp=J5o!+}r)YDGX+-Ms!)YpFo>1y2kf+u;IWNJ=YUiJ+G z%+q3{PQiVXnJ+hfA}w|T_n|>xN^+y5q`uV8t>B(ibsZv-TqM4AkfL5SmNk8mMl3BJh%*?5RS?`>cpqwl|aov;*dxFm%ZEjub>Bk;9-x59tLjm zF7N4G@RuCm?2=;0>J3aWe==GiJOm{VH^ks5SJZFsJq{fWGSdK@xTMzGx0*cTUcrtN zVqQGjZvdSUoyxAtuiZ1$Pgi3^VWdU0B|0i95X}QhnF6VKf=)9_=E}cjUX`;Y^!2|M ziBX^onPCk`_Xx=1=(&FI@XlH$RA02L8UPktq75Z*w0j-05&XB81dKxR@oGR0>TG$u zmP$@IBMSkhTmZ^IB#4mkGEf9XKylz0L;=uf;+WTc%Gvn^=sR5=9#D``zk=E-k_<&_ z>!deNU{Q#U-@}|7ztmLV-|Oo=%?e_#c@F1-GH?ZBjR?945F+clPIb-Hji!D_u*HAv ze*qswoi*tdNc}S_(|$6jaTI%1dT)RiNR4f0?vs}DDK-A3mgTt~;|ebX4gf&VA=WHn;DnICGDsGkyrX3Syo1#(3sxL^b=JX_&?iKG`U zi#&H4MbH~C@%CzKYhQbQwxpzlb1`YP5W|2j(#~1n1?+}<=dnF&CcfAK#|!{952UX! z`-16W-ruKS=7`eqg>)wAc%Ngov1 zUQ$;?81e;r`ekU=xdL1lR)=UnfV0IY^`yqICy6hct*y8BAX zpOL4Z(nZ=yB;Sc(5y1fohlS{r1Jcgkt^3o0)@eUpP*hZP^EE3p0DF3qUF7YbXik(6 zNlx4WM4goickfHenREhZ`vPzrLA7OgP2}=#W2pmcmZQ4>`Q3U58rgk%g@T_at?cnJ zRU14o5p|HIjA#|MA27n-!_hJI_RfK*7zW;hq9fb0pMm{1{>9yNB%uRBLds=ubsR3Q*Xo?eEygs1`g zSCE;H6hUjM20~AS-qdV>DY%Xl|K!O*qcx_r_3onJCu~EfEqZkgCnveWr`@h%W*rj* zNr${xm(7l)rY|TY-J1FNWI&YQe46rlcHqWsX}2UPEV9}+lqazz7#L;-==c=GPywR@ zRXh(OMCbDbzZ1TpvqXp$h}OM(7eJMyd{r}l!hgkOW(E_4?As1oEWkFvX~kYsx|Sw9 z=-MiXWu^!Tf$%U8?-h7~)C=IN-AVKgAMu{^um|GgheL@OTFz^C*C6E`spqHZtEfIE zw3&a=FN@|+qIUs`OS^t2I)L}d1Sl65TzR&FJZ};BUP=R9js;$Ga94_mDQ+C+forQ5 zq7V$dBCW1YmJ3pY<>;m+a2jID{ip?_Z$o?ZDIbjhQYTcN&5*Q;9HSEnp5K5{f z@Gjv(qARz1BN>8SP|8Oe4(Zyjz&Z~Dya1SUaH7O*SmB2Z`gfX53}Jk`@|40`exvJV z3NN(COZ|uyg2GR09tQi+|B@Lg*p4(Y4vJBLmT*9(S?k}uj?g)seG?CgCGNmSA1U$3 zZC%vr--USm2soo}B+%-4BBtZ*RdDFgD9KH5WYDl1JRH{XslrD1h#ssJ@!V# zh)sVA8CHUA;WTDuykEj`V?Ja@ge#ZrRs8kYam|vqg5N}X=nj18vR3D1tN#d$neN* zhniaN;1opDmdTzpLRIcWW>tN?w!`hO6Epo@Ap@p|M#FAP&;@!jZY&wXFuN8B6{MN* zaHnuFQM;GlJqx6S7XH zPv4kt?b1qg*~ni`xw^hYt5JPzU$NGNo$xIg)ptYoY6VymYh32l=(~l@sQ{(r9ke8X zdkIvXOaR%YK}Q@OfdZlxvhX>XuO)x)u;V%@QN)VO7t!<&?BOB;#Mf_grm^n@KLNO* z^)+Il^Bkh3;c-3-kFbZxsfn7Rjv{`)1>g?^P&0>CxXhMl>fNpK&jBSiNJ=k(FZ{pitvd*Bol%-)Pg1$a99j~e%b48q|Ak#6Z_uV$4+6xdH;LY`=cL>1{C67D*C+;%eV z6*%3!hfR}qX#AE3U875O$P|n+>`+00pNvqNgfY<xIVHlN~CrlMP(4%hAkAjyv83S{CF<4dMIE_k;%{|Jt{*TDM3B8Mu6d47kzliziL0E^sBlsGnltXS$JpmkJy$FsyUPH|I)IyR53+`? z<9J=(knk;gL%oYj12}Agu+$ys5+h{@5F-50%CG?mJd!gab3}$hAPTNp{T_3Ch^*0q z#jAaBAIQ=qC2b}~G2$V;FS^@EU%`>Q6Dx5`<`GsBnqG0>i5@Qj{Jxa4*!c2DoLB+! zK2Z=vPrzDG9s!k!;u_pvdWtir%=SH8C{Z27Q6ZX!L^>J{hkyq6F-sIq9@sIIj1asM zM2IwI!38UqwvuLcRKhse+1H-I%pjLJ?&}fi>Hp|xfC5a*x9Yn==)|V3&kn*cip~@j zkv5Cv^wj;mnIlf(>tIP*D{H3WGWr9dy98v5M)41JG1F`*`ii94`ty_BNU$|I;?g^A zW!o>ciNG%7aNMMfV*|$E{d@vo6 zIfdN<7lMpxNXQV#|LGy>C{#LlQ7Xd@#k*hVIES$u@iIAAyyQjm?tzT+@D(WKaN$^J zRP+Ys!jIEYaAP{JMApTB2_z`bW}!;&LrRAZh09h)%<+t6n%3~}EXL1;_+rN1dL4$kEUeMH&PLZndQq5s7tHm#se^Kan5k2@9a3WpkVb_q^Us%fo@fkDO z+_Y0)$Gxpn;4#58$sM;%wP%_jaX88j1Xlo5D-FOu7!4-L{iDb-F=>zhG<-`habBc$ zBYz8PT!tRdZ8UKaX-Ua0#cbxQK+E3i>+8QRHtCDxJ7iC1@bj6xFqf5N$zu$IMy{`+ zhlKV1d=fyf-K}-yjLj|5>xL1Til>=tQ*1Gprfg-W(hh+ghQ%rM?`Sgjkxk zV($JWP)mtF|DYFE4zn|-pLZU0hccs6P;HM&A3-Cz8O$+Ccqc0KqrW& zeJ2PYM1kXn!ExqaZtQf69Ky)eNp2eI)TNujFbYJL1V==%hyd5<3??i;)KM7#hP?gF zh{d!1JGhiBX8X1ow>$q#<6IwK{Az4RE%snOMT(!OB36JTNE&O96L6tM4DrD=q}vq* zl32*?+uCi#+|jFm@*$J15}T&^De*fh9D*`vfbnl*Tpur-{Bx(WefBAar=&)VdqxQ8 zux;cdBap=WsbB(rpuk0%6!cv7bD`-hemefYI!msG+}6iP$ejI$vQMRo%ljCg#+@P3 zm!w|~dd|Qsk;0J_hRg%Wvp0m)Xt&~+!BsSz{A3`A6)DIPMO^KJ(wd!+S%dai4Oe{%dBm$Ylx1Wdm_eV zsenPpaU<_=3;PdZYI|zqa1KC#*bg&FM-kCse$_}{v;*V&%n=0hPzaZo!^#BriA}LP+L>zzYG7UDz&5iy@KT2w6 zD3U;={a}YT5_zHy4p87iOiT>zn_U0-rc*$kH=)cA+f^6Cx@Zwv+%UA=)Iv%MQOLgI z$M4f#u1j>DpT6I+JSbMl9DtHee<%jpW{>}$iWU`q_sI@PU;fUfD&K8UfhE@CU|qwkyM4T=KJw^GQ(ppH50UtXe?g7(o7&0vJXfBLVPrG;F`gL|vRwoi#aGj)}NIKr| zGxhXx!E%V=zi9Q^&nzN3_0OZ#v`?wqcmBxsCsMp#81x2Kh9YXWzs~Jn2t<{Ef@DML zbwh=H{z|LLM*OXkYv0p7$ay569q7(dfS#0nQCDNMFdtLPkj>c@7?wty!aVPz>((C* zfvKWiy<)s3HyxRnr!;p}_yJdWBLOBx1>vxz{x{@?A4+}XP#RCqu*KB2)%MIaPrIA* zD)Kgm{vA|{!I5}K6hs!G){XecQlB3hdWe8giAkny=;6QcFxF!WUJ71~DZ!6HDSDly zir8Hf-GmVQNg^j}J*~q6K0)j@P8RY7w8f{du4+K<51=hw+6sZSN;C2{vPh-?R%lD^ zVJF}#`Gq;4t%0kTiTfP`BO2lpyV71AFBWhIndQszj1K;}Vzkqu;DGods&_a;s& z6c{jQzzs1oiJa2H!=pi&M7icNtaD20N24GBxu_7dgYkt8F zfc1zzyP381B}6*_&qZ4n)?d2x1paX)B^cS)ab~B=&F!^hiZ3pbI=fYvtIjC+WVk*| zklj%P`bc^fv{9jB1&DQBHq^E$RT|gBBY1}zbqT2yz6Mzl_ z4^R>zBZdk(3GA42qM3A$5{5ca`2bO|0}%{qRwcrYM~_}l%tN$02j8gmZN~MG5Wn635q7VZ*O&yx+~#RB0#U}dQ8+L(5jB@S%B&SYFIT|Ex&mA7yz%6s3M5nPW|Fp4) znUR7QjfC7Y_sxzmKeLFuHrgr)Z>dk#<(v)1z>@R>&?q?rzYW3*GX2-lpD-3e`r z@X#6>a$}=Z_8BN(ye^{KKSR6ToXXZ#QJ<@hadO)Bo1pj5N32OFt60~PUrf=s`k5UK~BYNf@jE~IDae;DhD%CL7PC-_%@OT<9I!e1|C-MBve8KKR?qVK9ZR+? zFnkS}G2)(41N;FpVw$~??d?a=Sa7_+2d9TnB#{mUkXSfV?Tw~x=t=7`;VwAexvpC9 zG~sE$*x*G87#@*<^k!f)NNJ7a@xYjffIPk*X6K-%?Z_9{Iig*lTyb{#*S0DzjL9m) zAt5^ct0AQThV%^~w8MuCxT8Uajsn&qm>YB{5Dmw3X5OQ|u+|C=m*~|Z>yASzi)m2{ ziHZrC1p-D1Y5y~T@{ti>3Ha~?AN{vi)?kDO8W~875i0hmfdrH}qCJd`f>xq7W(&Kn zT6MeFbS;OC2!fJ$RoYj@w;s0hoiCdihjQ~3*l3cT5a}ZDD4|xHb=LLqR{OR>P9kIi za}QDW^9Z)A^z%SRpnQ=i`%i6bL0enWxa*P|uApKrqNM1LnrDd4AVGrFJ?L)BR!h}F zASUg|BYL1Iz;r9{I6tS&1m%dZ8OUvf9z}>$*ntyOP^y|ok(qG-i(Y^Cg!3Ruqkz;` z*X*5R>`{N3KHaTQ)a0Gz^*I@`k#5QQg$pnG8K&)HWGrKiKc<5D_8fhClymbAKdcjM zi02Ub`8<@%P-Mn~F?aQ0P4i{bDZcDs^1E{A=$87Oy6CszGT#Y_k*N!V5B&HZTDiJT zjGdKn%emEd>$jiF>nGcH#M~%9_HJOeVNc`N6<=0T)YJVArVQ}o5kV(q)++#)Z{pN5 z(zGimKc?yJ{iLX9Jn;MX6A2F#67an{b5R0ld3;_ij40T5J(Egj835 z^1{r9*Ou8fkU_{YNMHVm-8XhA)A0B9OFg!GnJ0!!YF_N1D5i~E&$li*qq~S@NE7ll45R;CYWToeTXJ7iilC%T6ZoxPRpc?p!H< zbepG)H2zBi_S!IYehvoTqstEt3*WtKUvy?wO=cW_G#w?s*-1LK#HEd;sfJ<_ zJGY|dO&%*nwM*tROs1q}pjZ?-it%|xxwC*!#LUY4qCABdk*so%$iOn4gg--V1N*(KVco)t@KD2kH(5{ikw^2;|5e`jwJGdeR-@}hHqo&1H>$&<^0 zV$!v|W_7!*R!(9~)4QL7!7sIV$(3m@W3r}pU2N|Bee3%%ug673K9f1GQaSL0DavRy z9V_)`6Z;qU=YQH#`m76#g3R}FZv<#jkps8ytWKmpIt&uM>{h; zxBM%X7jE9y4Rz=!N=yp>esBYAgD5MGT1tUySe1PIn=>Jaw zOgttVe&K3M0kq$ zm-hhGTH8dZT^nn^G@njQxwMsk5gvc5P(Fi4ncu>cjEqL$TX&?oYPT*z;Z`j~4AgY; z6w5i2hToiM!AF1l<|_Z$u}VZ)Nl8;zH{79k_$5np_1&15OsK&3+zXbi!*@W?dl&6( z`^Z(r@A)!rpT=i{keplg>|@!A%+FMST17KeMQ}u)q;`L0Q)o6et}I8g(sl#bvT~3KP>uoFVR%^HFFFM)gTtBa&p@EsjY3gTxY{Z>A!b+7@RU;z@sS&bS z+S)q(uXD?79ddEM>A7RHD8H-&=^tR-tbxATf_Py5gG>H8^G&z#`$?C!?v`2~O}3Tk zC{Ik8*EWbJdi1B~k3zA;7B}z7r!~IpX5ZZMnpxKfrXId{#4f!{lOy_1bqMV!@WwDY z6Vi_Nlzjvuo7{Eug8 zH#L#=Z*j;+O+p2n9BnM6bItAvYn=bUz`#1d5M$34@FH^COALFy>%z5+uyNh1lQat6 z)^?@_X}i^Zd-q{A?dJU%`NcF!F6zrwCkd8~ST7R41*X7zx|6pbf|X4Wq)fxcd77tD z3P!OnvY&@tzG1s`;P+)&+TKb&o_YPF#%DJBlSjV@2vw=yylcR#s0BSJqs5^}4IDy~ zReThqfs9kCAkIR2r>nf&_y_Z>Bf_>IPp&kvchPYCGHRlY(=6 z{Fg7Q=zLk`Tq3pOv~(=s$jo^xTs@#fdJL9K+yv(tWl{??!Q*GxwiV`rp+5?(o7BR> zkGIX|v(vv>T@y0e#JZ6@uKcCpUlO_ijku*<)55nHrvUTrkNGp52*&t>tgP*jj5~@mi(U*~QjFQ9=UG4j5q&6!WPArgb?a^(kwX8k$&CKFHogGmt8GgBH z63bolmUQ12DI; zvXY#bRp$8={iR!-&6Yby2L}?5XM6scxJrBA_MsjL-3(?HmiO?m;%NSS*(ySX&Y8GR zr@vpZ^yo0KqB*d&55+1utSRe*I3#@bG8%CcXTtw+Zfl3wYpH4e>+o)ew_L5O*%JJZ zcVkb2zx3v~G(63opF)pIWy2`udq8o{{G7W4yPq_--D@@A>bP0wTpip7A4+X`H83SFH~eC$!(jcfM?LQpd0jlcsB`7SF(KY@m}_&NOVaqtSM+ zP^nN8tMP5v##)LNNI3AG^B%};>Jy#<0W%j>sN9pEO~AYZ(JqwF27N!16QzIB;bnUD zN+-imXZbqrOUJkvfoNxhdp9#%wzcYnb@0ngG{^F+a$rMkch&3H@4!blpUXyT%jljP$IG<)c6 z!eU+2mVuE=L9&^#vAzpm_^#z7F>Q%X!{CDQh61jSI#?-bTOmviub*2c3D?RXw)>?j9r=S653Ob}cdnC$H8%zwH4EkjhfhEE6CR z<)E$rHk}=QBlq^>m&md_&SN?k;D!L&Z}HqFeSX<@7M!1V(u2kK1hgIyQ)z(S|MUvh z=Nj-FChlFFUsf`$pYu8Fg2i05A4MTiX-9JpzZ%298KP(UpNohM0i? z!z1D+wbzpfj>;Uel}8Wm3^#bm#0- zw1Wv@E*m~BrCqtzSSZnw(U2_#UzdDxSp#@d57 ztk2NCcUMFc{iNKV-@znL1B}2TD+)n;3@sjRbfEin1O{Yps%1yu=+I63%j9Iq8=I8O z|9Gt6*TqIesvgsOmdSTA<+xd5ZVG6XA^5PYsx9wf1N&81yJkSb3TeC!jOVA1A{6hs zxk$PGTdwbuu|`AWZ|i1;gMCg6NwUdJKRgsIlMK?Ohh08()^~0%HT3-QB}R)r&m2+- z7k-C|`&jvM)1C*n9YXlJy1V=Rmz&gr29)DH<6-PI)<9xgawSX-%-O7@nDVWQo*S+b z5)?d)`7eGRqCMMA_isv=V5i01dn)K<1TNv6ocWI^R zMU>z;iE#$jLcCEwxHfM%c5=Tp2t+u0^0duhr;mdgAH%cr- z{<77@g|9`9XG$#NIY16=>}hv*N)o4bl)w!x;n2d^KN&O1}%0Sx`}gvWy>7PHCu6~nl(~&?aLk6_T&}{RjB)=f)Wa*49$QtjFi-K$@q@S*vYxDj9f-+(RxQ%L#Ju(_n-@kwV zg?{>3g}DtMx>KPTi>9l+C5S!*g@v_Ii^(YL6C^3H1|$pl83Lq8)0e z04&}Eawc#Bd6Ng^ZpLulGCsNB24>XP*L(1GJ{NmKvtcj{YiOv59uTpXTy&8uS!KG1 zSM$VOy>g`<6s^(hn3*@y_eL>qywn5*(#G`sPX_(Z|H#b_v&|qEqa}8;lXied?lpRF z1?>mSo96U3f9J+cn^Z!6{``41kIipBJQ80?UYFmenY^@bb~qYuf@=gQgENUy*ugu#x8Qw#p$fLNac5RHFGIKj`pTUD<{ZH(lOTEJk% zK-0n&?fka&oX0$68R-`X{QH+96L*uQ*}JoE2Yh8oTM4+PgXY(|Kp1sAGvXbJ9Ewf$ zmwX6!aljO)sNmJ=rdvQaTLVM4V7EI*pR8_TZ`c_SFzaxRWg9K6oW13#u+x+y-F2I8 z@JnaexvThWKc z#IXoDN$!P&D-mZ(96uivkauhw7QErDQMX!dr{i5<>E)riK*gTtYQGU4!pKO|Cc$L- zME;Mn78hR5>^3~}Bx{e4;mqAYWuckfVieP6p3g5UO_35L;+QxXak z>B`8EFWUP?BaLI-L1fp@&wgcAw{=oB#E z1(3<1Fyv|{4WlF;`at~Tr`DhijD55yxc2(J1WtqKqR$B~;oV%0YGRa;pQ2(cLmO;p zQqhk>6=Wj@kB<36faA+}9;9xQfBtlI8ThD!Tx96W=5vL#@OjJe=9gtsO){oe0Dv|> zP~g4FM4jLJYQD3pYaUwCkb;tIW|hO^j`)6I{jB?+^z*>5PWAjzpcoGo8W>g7CR=#k_lP0ju}RP(Q&lG`Fyb zhw=-&&f0@l9t;7Q{2t`G#C{b!F-!s@($dihb98b7VaYZuEKFd_mO~`@g4hPKy1st1 z4Su(FM{n${d~xvYie-u2rNWw}uH>UtobP+`4!0V!Q40HC%?kBaw-rHrBpuA=siR^~ z{fQS^)c-+Mj*=f@YPO3#CyzuQ_>#79jp)4$ z)hm2Z84cziRd@XT+05?o{-u)}e_QXP*jF=IKYcOhGZUMZ_a|K4)OXcd9g$G`trwA- z6UOZa>!gysLT|D!?Y+lACx42mS?e)fHiB}wP~$Y#?l*Zew`U_ZzxmRvX+^@JlS;g| z)6T~`CR%>wsg*p`YwjslmPD<6c$$%WYn*&gcPOW;j%UYO0xf@9YQd`a^5!x%<=)!% z-qyxbLHr5M8u$<7c5zT!0yfn8zD91&_E=0AvA^EF6-}s)HSg1ZE`H{$`r8!^##IuW zeW~YwB5eR%VCU3M$f2LG}KFYu_IvZz%fhxtU_G z-Q~Y(>%uR$NbKfYz)|bFkai;|I2GUd(^uxgEcO*xmSB=yA3rE%{%3IXBUT!b^h!F` zUzeM47NYzNM_&!;_Pyt)K_~LB%()z%vJrE#n#2AE4ZrXcyC%q3i8MQ%0>-NoE9Sd=Zm%> zaWF@k_C`h)ypa(o{o)b>#lAW&*yp+IjA;v_SiAW-t~n5%s>h?8z4Z4{Wbi18b9pND z%pZUF8%naD#UHB3GmajsK25Xorx@s1-ENTQ^R7!Th&piRs>R%YH}NZ7Krsf%U$Rmv zT)*ycZ&OZP(paPe#4x z=l`VZR9v9%{8o0DNhN`Z12(Ok+jy?3)50sQ%j5twHeX`SD@m{b$`Dz6Wr1f7jZh2?d1v^?naG z_0v<+7hwcOkmuRE?j322upXF@`@8t%qV(Lq0B+0PQ+srU+_IJS5Y{nNNi(Vt8vYH7dq71*VYyT9l;r)5Ig=g`@^87aC!2M2w2;b6y}UKXZn3%}^4qmh`+ znaKmSfAiL-%kd}9xf@2E^~c-)W-L!5@P~OjDx7l7dggLDCO1Yg`e@=t%Y?Z$ZaUC7 z2Rcya1j;@$P%>uYZmy4e6}JIWycgzio%Va^m(X4H9a4q|3 z=AHB*b5_M+kZnwsmI_kmf;QAL?Lr`5aiV3xAsw4zHC%rqOXMl0tIr*fUr12$@;{Od z?Kfyg5FX$U4$F#j%WCSHoAVarO$a-0q*=VJu(WjR*gJ30%38#32K4^59!KY^uAi?( zt8tw=fQU8Rp*4}!Q(0SAKcVLp6MS&y!kG}_F9$p5sPl|;tnX%Aaeeu1Kj5HUk4{lYaO+IXDc1B?{YJVr6q4H{pX*Wtzd6W2B(c3=y) z7e;C}QVv@aZZA0c?h-}C`T7P3%vl%~iJR7+m2N9`CbPk}|2REfKQMv=`@QQ1+~z_$ z)>0BO;AE;Zd)KC^2NiR_Bi14_Eh|N{iGh+|AKPIyXHL|0b^A+Bs_f>z&43SzzI@Gj z@WA>X84D=iee%zP=>?(_vN6EE(DZMp-pFJhX6P|_C+MDdPLqUM($YCA% zzpp>y7hs2USLYDi_T>M0=l}Ef{UmvA7olDAuz#+3C*FO24c<+w6t}BsHlDIjReE>- z=3>@aLwnYI>%+k3w`*w3(o?7&FbU=s6y^&4z7Zx5mYfl75nCd8IGI;x_Y` z&Ynk=f~m{atc*Kn{6##DHxc=NamBF}0Ud*TV)MR!J+5?^hQoYWgAKmOI;Gx^qKk1` zI4;Mo%zr)6I*!3-KqUkxu2PBMEGX^Ud$*vI>hHIbi!55TU-&z zf|0Wv)_Y!q_=jgd@tv*D_>K)NgcIMH$g^fF6-0H@4xO{%J0}qd;=61p(UuQGn*9ND$J^Ov4dwgW?}R*tU35>j ze4c%PYDy|}dAQ}gi_yoHi9)n3_#)un-URJb%c_J-wgu1n9gvO;6#v?s->VUP;mhSs z&NE|8sae~deTr6F56iUIZQlI~RZn(D8P=m#!A3EI2x0RZ8K_9bSMx{JeI~UCkOyq2 zX;aMEcu;WrL)B&9ksdpt%;LiY!~#jaKP>{OH`ri=voZ;IEC+&-1FZ#Gz-P6PHlYcn z|Ki}wKeVuq-anDfNLRnBagto4t-;7xz-~_hW6&iW8aM_!tg3JFd5t$)=b_Kp|5Vd{K&zx=UqCYL}Sq1R51_*4u#Z&tUXCNRYWdKm4p3t@| zJAc&1U4X1dJjm5eMbYN&sBL>mNce#6MAA}`i$Y>{ZbDM!2%|w)G#d1{)}?3cqI2(R z?luzLfjKeKT`~G6Lp{xj@8cSr6ukhs5AhXeSij^ zu$wpQ_hD@IwfT!y#6lnt8`c5h#_7w26s{ncNV zoAYRo=G!}x*_Q5rB0x%$1(dB8BinY*O=2l6X4^$R8+JKoSK@4cG7NRmzlM6}PbS3J z>{*Jj(k^}XL7yV)0^BOpYz1L|0NKz1BLH|hO8u#pU$$Pvjk5z|RB+1{T@aWX(1}et zzUIxF$1UUbPf!UGJ%> z!Z_0?*c5~%5*86*2dJCW!pRu-C5J%>G5P`;TSICllubLQh1-tWPW^zfaE~|I}c2bkWl5bky_( zr56gSYmv&i<_#En<_yizz=qPf)Y2W&yMHhqUyKCNpzw5z#CHKreT%U84I9KBsuc5& zsvJIlTd|yuV#NN8P=Z*i|rPk-aLH#}J^_ zH=isO0zb*-U5rngzCur(>{#}Loo4;1&$mc+7o$&*qfr${cT<42{H0O%$|e0>zBE6Z zihe?Wc#2@8Ske0*4{Ao^|fge@uE`#Q~= z5^lKaUTTB7DWfwxyrJuxJo|%{l5SA!`nV{5jNnGyEaUnqt48okeG8d-C_+6YSWoY> zXTvTT{;r(xAxXiTvb7fkz9cIc>&@s)5f0)dlB}KGyv#D$;R^Y=eHAya&;`<9Fc<$y z;f5zqXs#j`Unc!9TFOd!ACSKtIcGWsHycB!jF8`Jn08Ato2s%H^QO=eXs=NIDQ-MSf zG8RT@EA=)S+C$Q`r#g%|N(fxuS7h&<;^MIV^kU@CO`Ie7&9Ixc^_VC0X|Me4n{5tk zm*y(zMoZW9e&Tc{0qhXZ>_&-4puB%+X2m`63y-f;7HNA-E^wq}{6m(N2%L~xJGqx2 zt@7H+P5BBj^{k~;z}epjo^X9z{pLOJEEoPRf|~!AfiZQ^X}FGXax_ByOp(})Nb%Nq zWb$Ws2~xg0cKJ&mq~-sN|0LvJ?gUun;39}rHz&T%{FYSq?e6O>CF@{Tlf7Dsat_&= zI`OD2@YUEWzhK?T@@%se9^Y87c1LB&21UR1cpkmvZFTF9PL2Y8uM=7Gov%6d6(F@D zZWk z{?T-{dt81qF_uAo^M=?9mv(kGn~hq$3%QTjXtez(*+icz35l~GUH7J3{WxJN@tpPn zZ`XX*+Ht_83CP`KO6;z+{CgODHOO5y1-Y)LDt;`~;jP6Za&G=OA;S+kZM4ByL;C^j znzwZ2ZT6+fK-q2jUO9L-%fZDPF|1)MmNfg&x4UcmmBP}7O}N{Zn#e>N25t>=+fcre z9JO@SE!p-pfBGJC*-Pu3+*d@-ikp`6{R#D0!)U`K>}}@BpGOJPX~L*t1?S-EnK8++_}s$7ESLxyfB7*~06I z;O6m32|9x1ES7(AjYi_xn*A397(*raqb*7&>tY!e(Rf_fOM-mi7t_L%aeZP5l+kw%ik1arj8L&Dd>2z>n+>AQ1d@9a_HUq?sy{v?ZEAP=+DNu-BH&?EGDHKc zJpLCK%hFc5l(J@`vv>S-Wv-U}MDlR*$>6)hr0x;IAp>rdYo`8se~dID3Sdsweww#b z{$rwm4GcgE`+uTRG0&;Br&)87b+onJ#K9T5C9X=~|Mb_}aQW6+OFCW6!9`ILSOZ9E z<5&7e{|PA{9+Hus!=?Y`{v@P)dPg|G?C~jocJ94E$O+NE(ePw)N=l{O@OS(F)7o{0 zHJPp3pw6fRh>kim1qp#)l1B54oSEMo^fk10VEuu7APdk-Yay zTt4I8uKM?t-=S{C308@xC|Zrt@TrS)DO!u)DdJ2K9ZlZW#*yN=%b9Hr=608659vp* zI~1j!kd@Uxle-!$5}-6=>*fW8?=!rG*{-ap#MnSia^<#~w@p?LCgvBP(*=8xLaDpq zT%<%(H0M+R%LYRb-#-6FaNnRGDm*#YTX?92-d7gpDlJRJpLhm-`bkz+C(Pmz%bxuj zv}ld^%USBjoEy>yStBn{>nDVbyL?6F8HzohFMcu_)t}DBVdK1|)9b{(CwJ+?^{&S> zpBwH)ssBu1q=cFuFA`K(qz0@4=ZN!}^6f0#mWauak8CTltf9$PXGF%+jG z6kbLs57JT;V~t$;-VCR`^v0JYo@J;AaGl4Blqfh$^9s`PdD06G5lcOeB-R^RI@vX2 zrOa4I#hy7qtvd|o2aUU!ok-I-?t3?ud_(=bM*rV$JQAgx4;d@>-npfTFHKoYUy-1v zT<#uVekLP!r1V#K$lTd^ADZygRGO}_ny98bjDFs!vdER6#l{) z7qzWz!DDKqsZ@i}}^5Oakb@KAl% zPgcs#oCoHY+HPGe$?&=+_B`A{3Pf4X7_Vz2nZr4eZn;cO?x5CO%HlO(DV^Y2n*ps5 z-lZ7EgS@to;1^&tra0+J*ltkcZ8tEmXIFC>7U25wd0f@?c9Mf_T-5}V0NaP=98lx? zgbtJ-d$)NqJ2v1DeRikv|7i7ls?qsE;Al7d*Br{-->kB5z)7LF&4JVeA3;k&uO%P1 z4GqD30!Tk^jtu#mvR*}0bM}*itqat?ezNM$|Mh3V<|Q9mzXa_y8G}vTFwi@5GFy`1 zfRJ%O0R$5iBlvKJmz`v|eFTOekSzFek?1Q>Rd@@VZ86w5IWh6n3*jm)e-MNS`5)e4 zNg$8Bp>v6aHbDUaP1Lo5v(#}u(D#fkuTQXMAYgzCf&<}8V;0Cw((8jK35K2C^cS9_ zP1xvV*X)TLqo*{=DoabT=PHwW3kr|g`3>wLvItOGOo7HlgoocjGYf_hCoXO$;grHU z=OG9p)z(6A7pm^;xIk15w&yw`yWhu$z=`_a`SWwcrMK>m4H!=X3_3Mr`%OLwTmmqt z;fP&}zm`i%CIE2|5LP1)kC?#eb5ngj1)Pi+u+_jQgYd>$cy?y2BJeGpJMKI5tmI?e z#nDSb!c+vLnUn$FiK+AH#jN7YCVyMs3X0)k)u2`E*jU$gKEKW?;7h*)5A-NC1!>&W z#KA96*oje#;cCdZ2FSq)^B;m0)Oa@qfCyO|MHz za6Jm~z%)bE-oC@_ESh*Znm^H}!-Ib3{s1VHK|Eg};B9w0N81?>3Z!YB- z&Ie!nf)R^f2@gj4mX=2j7goQ)>^C)}7rNeAT-|dzR|bj+wbL3$ofc^xhZImeSb+!X zV%ngTYO8^Gp3+nMNhiq7<~?4xeK4m#MkJ`UNd4Uc=_^$~R2cZ{fCIx;JKOU?JK-G{ zfGJ@I!h44sFg0E*ed=#r;2tYKU|Ss# zq=WfNWvAwkcQfm}H_u>s`fC-vGcz$+MTO+x=e)2eKpp^;b4Ht4!(ds%V{y;MO`8~{ ztAp}RZDgvdfu z4s5Wpeqm%c&oUn)ELs+6&m#cy1quCdg{dBz0cUhO(6cHKhv-{wsX7INkJdf8bzZak zU9two24Ykto426=)0z`{$E*GI5-5W|g=#j>E=y3n04UiK2PsR--kF}2`%V&qneYjA zj1m>}xZ&PAyAA+-f^Nao$|{M7E`YnH4BjT>AOh#Xe8tqJ(Gn1^I$7fK)oN*pWpW;%&v%t2g zV(bjZD+v4}_w&9}oMzg(x##Hgn{GD zf!XFw+&(ze-8<@%y$28T2%NIZJi)tG&Wc7@pdN-Ck-TVgfGv4qQFcr!5XV}`ZI?+( z@++UnGe50{37Rn=@Qf>%uy40x~lF#t|&} zWh+;vKp$B;R>g6~ZRXH3a;?LXLI zkT4UODx77~LY2e6@Vx(;YFlAHeYA5?^ETQT{zaTfgF^refvMf*d)Wbi(3xWKa6O!xu@$7gD3A?J@D-< zkfTiqv=1peq3DK9>%)WW-??SG!Z^5BQH3v9#euWiW%ZpUrm$YVgL9lZt9Ok(MaT0|F9E^P>)({Yp`Z2U#s5oHY@1{HRaI;SgXg?$ z-$K)GKHB6Nrr->Pg`GU(M|VE%B=R4v^tVwl$~;LT>?oKo;=3Q%ys4#SA~>T-co4vC zF%`hf#U&M)SslYn!B?+2(B1ZkHR?h#74&38Ed_ncU2F_O{0GszmKN*(0NKUB-{P0F z|51iKrj0`oa3Q;!^KzkZN1lgiKO-&0Z;mxhAZje{SQ4J&qdmv!ZU*UerjqmN=I@QJ^rx7q} zl=XXx%rOp8C?mg9uS(0t-*(09WB+H}z;~Z5ApTWj{HsnNv<6DyLTFsc$H9O8$p2cV z{C6)=kZ!qIatb5HI)x5)CU8POo^DBMr-ZtC%%_+0Z51I%I(_8b<8zzWZ(n z;(=2z(iPWlQ4!OF^6jRMPioKET;eGV+w~t2A27q@ZCRNa4h3VF-5biHbu4gP=;f?S z^a3+b{IZ8gU8&e4wXEYckY6D>RPkd2$*9X5wHOkz z*qK1Q1k`z^(41f!v_96#Y$)&c>HP*wLUW$%VD4c_m0_zfvj zH!3UF?UK;Dhru=*Hg5chXuL4rthqH`AGwnp>0mFwl{*4&!-I%lsv&u?kr^Z&t4L== zh>BX=ZH$HW{L3#v-!4{(@%v02hGjPN5KmC8pu~g3lxRwsu(=lGxr{^KSqtkXFPLqU zGiZp?svwF{b89t3C@bqo*E-lj^a_kAA;zg%@w3tD%uE!_Y@%X8vr8s&t`lb!+{HQ@ z&(JDCL}a9M>2+1>e7|hWCWynMIST6rbzWZYlg1&UTf@lIY$9aADP8={QC*&O|h zfE2FN;G=K)2l@Ar!*de$iPn9*%Q$c&#C(;bS8v=%0?)b&D~&Vw0YWqKn2Bou5w}A+ zI*j9L0a=Dv)aoAXMyS6M181g*x5N|ImQ;8>!t=+>`-wWnspG(WFRF(_Pz8GrmT3wQ zo8Q6INbOi51;ycuE>%GNp;D?l$w9oNz29GzqoNdOD@7;)Yu>mG$KFMgAd6V84h0KI z$)Kl^$$`NN@%V+oWhXhqlembw9vZ%g^vL0aVr9v&FC+fuss+P`MVkCDfR#`rS=nF* zDJ=JG=n&!6>WoUQnmG*)hBy@y>h3vYHrh5sZClauD!Zj6dqv=UaOG2_8A!pa-}v@F zn=jCvd9ywi9R=)v632AT!e8yzblfKEl4k!=TOLU|+#amiVw9q%jIau@44!~$y^F1S z?sL2L1dQ#nKt6Y90u6(EEg>PH?&%fC!48*w#%`Cwj5Yr<-?Y3D>v(L2&ViY+*cnv? zXB$dE`_td2Fi5K%?><_Vq`kH(N>r2j%(I}ry~uF*@h;s9FhnX6cxve zw#u=3(wXuIw!eg}g`Bi+XJ$GRa(af|=knR*hvH+L@2QaJc z!J0MQv9g$Y_l$_O=)Hq@+ol+?#l;K^>jZ!M(t?>O*J!v=kj4o{OIxV04XrZ{_`KB2 z9IU`UPjF-GZEQAE@#+1dqVDO82~>Khyi>~MY5qv3Y_Io6p0Ddd7f4j{kVvXwo#;&s zRdMAEpbCg#^=+qCa?LTK!=fu5*r0g(iSjHAi!+I~O{B#wSoWkCowj-i3 zGcz-Ft%(tAxnVRKIh_pfLy&iD%MVp(x-p+3Py66+Q zr?Dh(phj{A_lE=*A|^uDp7*Txz-_Jc@~yZS7($oD8rY*m_8h-vb*1X@%7imIO}P7S zOG~Q}ujd38x=sI>KE+A|SeZ^r81AX9JbI(^6fHP$GR65+_3B%xa6Wh+RNO(smh zABtP_*%7HIg;byxGvhM*4NQjZZ zE|m}wFBCRqht_}w6o**ag%>5d%79^xy>0&(5l;D>Lt&{v#fVEUdI1bm-@zij2G&ie z8dGbXNOE4bbZI=E!cLgTByDHP%F8QLwXsw1Py{P3=JT%Tc)eQbQ|-5M`SOm+_M;G} zM0kxP3NJSKwD>0{Cs!htbcfQY>icYfrGVTb{`{T%bpQOk{vuKJXMXuu;R#Q$HtrL* z7BEygUr&!g&I|YzO^~c#Pt&W4DIM>p%~$GX{H}E10^R66Y?5E79_Qw41@~PGDcaDG zq!-3Xoo19vh@~6vJ!&>C~$-kTOigf5jYcMU^$ zaTTYaSg@@lJv{zVSbz|?gD9VgS{Cgl$qLfJhn7ARzc@UmKQrkWt>qq9+tbMB2$%WN zP0w_!qS;(<7S1HK5Lpm4YI`jK3XB4R(2q zdEaHs4>8ha$#;|15&7zB4Lwp}`LbnNQ+h@;TFbTS*5QigcHcbNabX))SyXlZq2BQo zpscWg7q!;6;xe5fL7(#zVR~fo7J)b+z`XQ2p$|erkb;J7g{J2KX-A)K$0$uZ#ma&VNcbJUkI0s5S zTkDFI#7bBJwMSOD6SRt?(MB0Y1VTd^m~6kA+70=XMeza;BS2l7ob*E*Li*)`PuEujOUS39R3%+Wm-hqX*i=AIdi{lSWwv|V z!wAcx+q&x4hUvzks`~_ql^LjYM3=r!Q8D?^BNL+HMkz~Qg8}qiq}>|^5MxUa4>Jqf z`#@<=!6tE>X!y|I)+P-+g@HG_`jkjCn;i!}>#WlBz^0 z_dp=%ptqZ29HbzhPa(2zaXH-&A#0J613C(hn#^6`%~l#uKnzD=vKKZd@1Yjl#r`8Q z(u{T#o)%>GA!-lMJsH=GV|44ok7E!*16)AW;EZq_L#j*RZm;f=)1|l;#tTX5uq}R@ zG!Qexhej+dBL(qSiWKATVfF=Fr52uRDyZHIS`a?-BT8*Oqj+KL?9t$Vhw z<=I$_|A^Ht_Iu<6Cs3x;OM1`d4ge99MIE9Ev#3zC_wlHzis3cYeVT@1su+1A6!fup zsQmUq6M7jFmSut+s!vbYpnlR&kjBzXwbJnIKNb%trI>(7Q`41IRpQiQcnF#E(;-lk zVqadec5iiVAN0*)RBpaO2=t+aS$#Qz%Rt8CF?DAzVCc)FuY-+N(qI#!Ray9P*!0(( z>lv&t&{U8{UBK~yzJHY#Q0zBdheTFU?%%(^0b*HPMSklco?#~OJwl0IFxBhIg@8X$ z;?+9rcH*i6MIRSrReWU&_H)`aQ0H!hsY5sp{Msgh(k`-U0U2FF017+*VKekV)o8EY z5GWPc03Ar`wA}AUfmPhY+w8ic(?^a*7I>h6pZ6P_ZQ(J{1qRs2sEJKw9?OTI@5Gg& zAf)XYyws`eX{_W4LftB?yS`hDa(*{9jW^Olpv2ntQj`q{e50c(koK=_mHEdBMd5}f nKm)U<3jeQY0eQ{;1RSOfwv4II1Mp@@{-3(%;O^9&$Iky9A>>xF literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/jacs_set/tyk2/dg_results.csv b/summaries/2026_jun_08_abfe/jacs_set/tyk2/dg_results.csv new file mode 100644 index 0000000..add1be4 --- /dev/null +++ b/summaries/2026_jun_08_abfe/jacs_set/tyk2/dg_results.csv @@ -0,0 +1,17 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +jmc_23,34.792504400956524,0.07242968578128092,8.300665413774128,0.07278507425660423,-6.9834013,-33.475243,0.10268264905481586,-11.7 +ejm_47,28.05098143571841,0.07692377029573458,7.525033045718291,0.07276099476821396,-6.9081545,-27.434103,0.10588403466137374,-9.7 +ejm_49,26.952876645565645,0.0783311263713217,8.601877632108312,0.0734951926822788,-6.9823413,-25.33334,0.10741186482882259,-7.75 +ejm_31,32.84116633605339,0.07204973515772738,8.961381061273956,0.0679417489942248,-6.879535,-30.759323,0.09903153837385796,-9.54 +ejm_45,33.430984319047646,0.07397431246264437,9.861202288518559,0.07154855420730788,-6.9464073,-30.51619,0.10291450098735852,-9.56 +ejm_44,31.55879019118599,0.07773350601915327,5.357394787102619,0.07224250226724048,-6.900498,-33.101894,0.10612010691599394,-7.42 +ejm_43,31.000649400140137,0.07660314506181441,6.761961143444126,0.07035926401799374,-6.8886967,-31.127382,0.10401186406614935,-8.26 +ejm_50,32.88234962601757,0.07357458665354792,12.392230726372748,0.07171191932416222,-6.919262,-27.409384,0.1027415163134922,-8.98 +ejm_42,30.62520893895771,0.07138685873095098,7.8451880256011775,0.06999154763682541,-6.967287,-29.747309,0.09997449844870818,-9.78 +ejm_55,33.7614358325505,0.07112743767337851,7.384520015777579,0.06924550933598192,-6.954614,-33.33153,0.09926758258958411,-9.21 +ejm_48,31.6685348166123,0.07690085389678569,6.787113126239986,0.07237120539987126,-7.032097,-31.913517,0.1055998707436952,-9.0 +ejm_54,33.10848426789147,0.07569598642945169,10.268890761502835,0.0725090655396031,-6.9562206,-29.795813,0.10482102340157815,-10.53 +jmc_28,31.082578039334084,0.07655024484182076,6.617629144472997,0.07261373672498234,-6.949138,-31.414087,0.10551158584017091,-10.98 +jmc_27,29.76883758526803,0.07465031921182778,7.740646970292267,0.071414688509297,-6.9454618,-28.97365,0.1033088955187679,-11.28 +jmc_30,37.335862944436144,0.07525983031236361,11.752769999401563,0.07322466178694675,-6.97983,-32.562927,0.10500425302081105,-10.94 +ejm_46,32.695834674313815,0.0763329329379358,7.2763222735776365,0.06988329056743735,-6.9359856,-32.3555,0.10349101869940347,-11.31 diff --git a/summaries/2026_jun_08_abfe/janssen_bace/bace_ciordia_prospective/README.md b/summaries/2026_jun_08_abfe/janssen_bace/bace_ciordia_prospective/README.md new file mode 100644 index 0000000..1cd0b9c --- /dev/null +++ b/summaries/2026_jun_08_abfe/janssen_bace/bace_ciordia_prospective/README.md @@ -0,0 +1,33 @@ +# Bace Ciordia Prospective + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 28.03 +- RMSE: 28.15 +- R²: 0.39 +- Kendall 𝜏: 0.39 +- Spearman ρ: 0.55 + +## System Details +- Ligands: 9 +- Host Atoms: 7184 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 4.74 Hours +- Average Time Per Molecule: 0.53 Hours +- Total Nanoseconds Simulated: 1628.40 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/janssen_bace/bace_ciordia_prospective/dg_plot.png b/summaries/2026_jun_08_abfe/janssen_bace/bace_ciordia_prospective/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..941f782db9ef27ac0ca5d819e2776bd590cb637d GIT binary patch literal 62638 zcmbTe2{e}N`!#$SlBpt;N|93LS)t6NBxTAFArVpLs7xtBNrSP$OqvWOb4aA53>76Z zl$i`s2)+B%^MBX3*7tpDz3Xi~zo*~hzTNkAo!4<5$3FJn#~F4&PkR~jT4su(mhIWC zX+TkQjTA+j!N`E0=vc2W!(WP?TBe?cF7}?@Htu%RJ{wP0XBSUr$0K~F?A$#ZT~5k~ zOG%0=i1Imjdb)ZjN=Tge-|rB2aX%)pW!HN%deWM(5z-Y7541hog<^4I9QJCNqK2%AR5Llm%GlkM%;RIiQL+C zq0i2(XJKX(OfsO4QtaUM-61g~p2KqKlB<9HiyM+2$9ms6Uz7R$?%7H;HhMPp#XtH9 zd9s!?{EL55B$jB%{`>K@>)a_}p^JZ_s@V2vF8)c|9OCfro%{k)njHV$DHOKx=D#=Y z-ox7X?~R%|M?$y!d#Az5|I3dIm)pL5`|iyv3yX>zi-i?#DxKZ7c_kCi`t?1{eoRwa z-+Fj@UeM%!KK%KKoFx}Of69@_jW;tHuZ9R}sf2`tWEwwMwd*qXxi_&APQ~}va;#q; z5zMkW#qh3PrbUr7D=Vw@(WCV1)~zcnEVOCZapJ^zkd>CMytUoMwX1T;+}zK4hqgi~ zb#-;wg9Y6`$Ti6v(@WS`jBm*_yt`afOiX2eHJ*o#WQaowfA7>#OZR?HPgw&41K06x zEm@~#R!Z{NyW1<@^NTUkhOFSd(h=}?{p;7Sa|#M-&e1JpTet4g@6nD;8#mI7kB`fH z_OqRt8VsJE_Tf=FV`R_EvPx9-zyY>ZqNYj7PXyyq4*Wg8bVc~+YrLWK%oOvDt@{}$ z`lU;48N52jD2CLB8XpvOicxftWOyNUbo-8h&v%~NA`kUKbt}t^6 zCmG!{5H!i+DfS!)vMf2J#&*FX@>+a+*t4_0E32!QL<<`SB_wR9jS;(K|MsR0F10Y= zZ&~HY*Ybc!5=6!i4(8r0+X#|9CTtSGaLx(bW3vNCRY*Cd~JF)=ay4as!*C)>j>UuF&d;;YF03CrJ5+rLiLuD+-r^mXw|8^9*Y0L#6+OeH{&YalICr@M$LdkdUUet*ew&|=mH#Rl(c53?UuVJ-i`jUSl z*Q4*<&iWmjH`60Hc0D^YW$o)*IoIH8u*T|O_FJ91LbDlmdL(+s6AAf|0xA$s_vB+;T zUaFQBIr#AEp@43y8Bzc6m>q+FcR3w)?`&&%Ot~`&LOD7X9&}qr<9aBpoSeBgKY)C%eu^ z2^k(8JZ^8l#lgwx(wp0N?gU@BKwmVHmK}fo{Q0r>`&Gie+`4s(rM0y+sHCLC;`4Be zv9`80#Yet7PRcf)#4UwCWLX}f_@ac3btGkEI4DMm!=-HWYHZ!z-SqhIcn|W^%`3wShhwe$ z^?in~ZPKo_FtoL`ecsS;z&?Ib-r#d~Pv`UVOQ;}3to6y0;vRK)4>MMRIkLp>E) zhqw@KZtl?XTXAuWclGWV6psAts}G)?8hTTz+}qnLJ(VEqc%6?i$aSDeAlY|jA_$v+ zQf+8ySxr*sPY?XqtpmB1mWuy&6rs3eH*E@b@2O>?E+8*4ZFl*~X<%r$1Zg8PQ?M&iWr6KQce2Js zqv9==#h&aGqurYrW5<&HJ*(7B9+?Xq{ykduN6%+!Fq)6iEV(-|V1a!|*=NkU=tO#U z{N$Dwd5-U^oPLde)84pwvnHO6y!-dix_y^(awOH*9#_7;Dd%*wGX4I>GxM`kBraTk z_U_v#AfSbJzN)L^Oi&3B*S#sb=j!gwLHYUlu77@=h|azxy>WJW{M(T=D^{#-3`Qs29{c{8_YXuf@ z<<~Mlk*u>ndm~&2KM2`Wg|e$_YF?;2)#T)O{J1c(NmsqfUrrT~#>U3V3rrmD&-ABI zPMDCrg05V-BIz|~)Kz_HwYt51#?|NWk=OCF1-?=eqPRq71{cT0CU0QNuWuwFC&rrgujPp?Llk%m24&gG&9Q%x_G_|zCRHUS&x@C%h4?-g&wT+C7%6@%G z)m}lFr3#h%&zsxd@ifoGHcUPH`-jfR=(n24?w_ehdwV7yK8%Suc%?7k_YcdRzSC@!q(`r=gX8Of9{)ch z1(`6%*lxy)BARuMWjV;W-pB$^- zK$+FgMy`?BWwT~LX58g#>2rK>bx+f|p2q>oMmE;gfmZ%AT3y9vPwZ)^ug}hI^{8W6 zE#8SY<>ckn<(5_a{W^+VcHK;T{&K_`nJqO=2He8N_vw!vJ4RLHpZM~3^)|iYHr>;eRM24l2?UaP>}I~ zN%l*`h}-O>ky;vU&;dhZWwBQ^di@`W~{$)Q&n}f5Kp1-&Ye8ixl|xBo7;iR z!_UqLS=JvaI2lH_-Rno2*}W6$8XEd2%IT5%aVNi)GEtcZ>CDGlvL5AJ2FOB9P_m0l-W^Ip5{7 zQoFXQD%JYb>0)E5_KVM-*L=KhY&hsk&=(S}h=s|6gJMQm7Hbfe(lw=?11l*$W#tWA zA_wc-I-1n-aZlBD$;ru~moL*NwI0*8w6L^v>#bYEqv*-FXU`rMLZ zTzHanSQ{&4G{jj_QtqrZW7 z)4z`LD*LkiRXJO~!dTgMuqoS0qp%WBDZB@PtCBbytStswq?|1cVKD)gY$x8LrTHB2+yaS#GYBNo;H&A?%l9EzFj6HB;fvaZy} z6?3mylWbM)Pf;!|E^af(jjny~)>9LfMd$wBd2;dMMT5SffdRAWts2;<^nek5YL5$! z?CHC)BrsOOsvB5>3PgusQxQnxUcWM6mM1SNI5?R5g3-Vgp^@cTgQse*zcX3K!I9d0 z>`Z#vqqNgrUNKqqkBsHAZA(x8+|p9y`J|)sKr`0x>eZ{1hlj`X^mN7Z=QIoq4AOS) zXWm|-^|A;+YV-xv|Mcwa_R7l2vEk1$x{1o`SBB9qEG#G}4<)or;WPbp2mUCjj80W9 zJQUPed%gb7j;#rad0fSA-(EU2B%N#9wnX6=;BEKijW_#Qt}D474agerc@x|Hw@=og zF<#~vr+79QVHQEEkc@B;0!`%;RPt~qfaNo?jY#GhbWph&lPr4OmCQo z(!A&we*6ALz4P!@R^E#CimT-6gITj{r*aSenos0F(k0mfIq6f8$K7eG&VcjDemZB~ z)m&LG(vS<5B77ZsU5VYlp8Gxid(H*OWT8Coto^Ccj`A9-fcfZe{@RfnmhnCC`uYB3 zw}KSX$BWt&txIgHR>e4-HcmW|pO;rv7cWCYA)i+R(A++DwGc^Z%f6dw9~MyRFG$dK&I&_Gtz?0?-sYVO`-KkSzz-a+l#VxR4n3j&t zV?C?R`?7^uC(7(m*{y9S3`}<^8sw*^r`IK!d`_e>(QM^Ud>?3sy;_09$dz@&Ur$t2 zwBerNR=1)XH#m^BnW#8vJDn^g7HZ~q$)rraFUTLBaw^>r6JGC5!j zr|LnLygV&)T+$p*z+lN}86DMD9>BX{!-k?CD%flFP5^I4&YZKG%{8O$4tp#YnHc;i z()GI|VD+0k=g$TNPPQC7dX$ko0E%&H@Z*j6_tOMUqoN064Zh2dx|o~aY{)-xh$b*8 zJ6l5ZaH%QTdo9|Unv8E^#5gka?g&4zJbETMOC^mOsBo zS6f(E7$v+nVWZzDBV)+D(PfeHhV!0OgrqfA#qlEBL(!DfB;Vs9V_W3`*tA9G-w<*Mu4+z>9cZLqkKi^;ELjc?Qw} zv?=@g`c|oo(J+E)3qq-;R7q9FW!!KQ3`azu_HT{3hMokQmbA>`e`J%GgZKdN4rE%E zHkFCQIj2T1X?yoLHpZY1d3xpQ?3y1Kgb92^|+b^zBw$meyxih>>R zl!Od3Ufq6zhM~^O)7|}gkrZFLbLc91wO)o$S++fqjaimE2-zllk-XXQea7qImJc6{ zSQmgmIKVLJr)hXvSls4bpcoYu6-nd4cWrl-UHRO^r8aam{PR*ERa`W82ejs&5ZSzC zi*VaXG(FvK*8mC>*%lWUFH!p zc1tth}q@2U(Q z`}HdXWegPV)tHzNw8z~A9sU}ss;XH(*Q{OwCQ1J6FVSr-Us;iG;^N}?Kz0E^_ji=5 z5PU1JH|Eue-!;4e*5DHRzZ6IeHa}tkCdRW)!6WJaaF1LQEqLH~H#+5~PA%dOElXDI zyD6)7=8Phuwc)<8h|k%xFW$TnsmbaDa3_>+TYJ0Bv13a?n*g;V8dgNCm8-YcB1_mqdAAEFwkq%~m&B(%X{@OM6!{z>u$WI*UH9Xm)qM|MU!|pRVPkK>4HMXnQ zuAM`2U<{(L3#0SvQKtex_JLjfT0=j!O@WTLi9XG5x7w~wYfkpqhKdKJi8X)^ zYjE9%56KkVvu|HDApJE!UC^z-+`?Qz=^*y2dFklrz>W#mpJ z#<-x9QQ!?e{@Kd$cp`eFNCa-7m8FIQ;sS@*d8<37yrNXLu?Mi(PvM6 ztzYP;alOl5IYjMdsNm9n>Wfxr#@$@nz%*H!nuN{0e|ShgzbMVV%LKU}c)9ee@2L&zi)LiWZ^nQPu`c&HMjenXQxMN}@?B))JcQI>3;gCosd@ z5X2{FiMx|;YV=%!M-!^Eavy`ky^x-%+)P_DBdL$ZLaKK&GSu1V9UODlhlJ{g|GV~j zO~ZOsx~nX2K8hK!bRf}y*rvnvMf?1_qQrAsma=nDx*`=G^-a_XXXiSIRstK!mk<$) zIX*+XtBie|{gU`Iu0!d@k4j`!WpI!GG%POReM=qg&CNCbb`0FMZQHw=!&tJ_|Grk; zz=$@_Prz^P{t@q!42Xm3f3g@e4Zd4{{NKY*vnTgly?XJnTw5!p%E8X%^6#>alZ7&x z`}aln&XEXm*h6h<|2w~@hP+bf`A>XHk+_pVUUS+rmikPA;!_a2L31-S^Xh+B7`TNl zFG_azF=p$)E&ReqQ4A0=QTuP6VVKp|4R3QlA;v_W)v=02r7mj4P3DHZ;?Jr_kJ-BR z^jxIa0ydWlK&^UxH1V zULe3PeDdG-MO9FbB7kl+4jsDHUKEz8iLM--k6WSpF3L@PE-rvu}w5<$BMFRc8L7%6k%;;j7l~GYP~6Wo9-W z4P*$cP4|+@)-dB)u2c2B6zi)$}_&qVsLYiu(Rr(aFEEa-nf1 z);wSD9>rE8Pc@Ng@haG5cQF5ct{oQVrM#s>?IxD9|L0x8t)U}=3xoz1}UV-lq zek}gZipAfFcF@|WN@tepy28==zI*!`T%@wZ;w1>@h8qO-${y6zv|{-8gKOMLguRrjs4j=DxeJwqG9;AFK+Sx+1roHd(TtZdthJFfE zEOKEjw){0kNmUsVy_#Vs!nR3CJ%{X;d$L`zt=NkN%%kz~9gt+v?J#g`)vH1;odcq6 zr~e$c-=AOAkb82hp9iUDDIj(9#F9w2h@7qViM3I9H&86a zy>_jzg$v|n3Vikau?Hl#3T51*o=rC$!V(EC-yD<3_m(V_r(f>IVwa9GpUM7fI$sFP zc=s;r>hZKUAk7eky;Y9vplW4k_)z#fu^q z5|+@8<`o`j;TQg93ohxu#}j-jG}E-ZzfIWTLnb@b2{MMcWpC_u=TBo#K9UUZ_+QZY zEw^&so3~}MzmX2H5*!)10-E#D-ta5o;X&o)Ds^w)LKa`Qtob^&=y#hy@iR2$Y!_%% zbhI_on9xNOEv&0#dqfNI5P}E;fKDa;&hedbr&NKwUPkgp0u$)omS+bDzxhZIg^{U} zvYe!qy($-SS-4L_)5r)IE?h=Jh@YKaZTj+*kiqP)kxM4ohiNG2H{%mMdyVcJ?YTW# zq#n!+UHfX?w*869TDW(@X307-B1digI#0r^P8t_xkM70pbIj#fg7)kGCKn$| zHZ%%L(I}P!t|A3ze(LN;QP-T*YWyJ6Ahl<}{mtGXM-rmZl8Z%Zvby0r-;ww4syaWO zo#A_=vzV#MeE+?s)i5d8=5j-3>`xJQuvk;=hdVUpxmT~ULHof!m)FYa*u;Z1M?X-} z(qeL=CgRGKmyn+H({;E2tC&G0RHLN?lFiPyW&59ksg;mHmuIxh!!mBb>4AkegF_Eu z{TtZ)VE@~Y)INRwjGmW{G#zM=8?nhmt;%>HD53Qho>XLOj9px`(D1yJl}US>WDnjv z@W@>5=+UF3B?{+@;)?s!hp`wwA9Bfx#e7FnZ@G$86A~U zjlGPgdg|0E^vCN6)40R?2j^fe8r-Dx^k6V&wW7S+Px3&kjC^}*dn$cB?Ox5()})4| z@Q2Y9f2Vi2clu{94do9CPhCk5UJLYEHXtaUSYT0FTi4?8ph+-GZYJL9e3n4X%M=z$@{@OU|de>fr@PoD)F&&I)V{`>c%@qF-Y zEaoH&e8)-pcGC?$3TP|aym1lo?6#Fv zV*Y*UlkDXaHd|JwML*g>=h=1dKr$_SFo9@5`Gkb_oSeT~uke6hOl%p*RicH*3T)kK zi-sKybPa0q&u1?D!VCXCZW90tO{bCT%KPy{DTl;*=yLLaGlE^vwnL*kp+)bl0mby=nVtN?hvjp)vFLuM{zE3-4^O5MWTLVH9Q54e z`~Al|vhUp!B9x+8H$u{QyV38TxA10mjtno?K25FibA-88tZ&cx2)wt zXz1>Ff@%cY?i>EgiQ}_K$d#{lKfT2T9Cbsu!^}C1?3(%zn%OtYfm8mW=R`nPKtO%B zf8aIv3Jrl*nT7whn0h+Nxfg@Jl7w}w^(zT360Be_eU;{MS?$OAgd>egl@pPWM_X>9V4mVyq85YhrCkyZ$ee)g>q$8u@by zhO&r=h}PeKirywDtpoqQapT6DScY8GMj@pLp|F_!)pFG>k5xu-~%$FO^$^?r*_2Yzu1Ss?HFNlu0rEkP@E~xlZtGBkIy{+v-v6ZnL zSay65NTZ^dTheyS=xXy_Iu_!O|C(V83S72sTM{TNNGE~u@oS2`hC;A6MMPa}ZRx@^ zQ^t;A7fRd7NJ~p%Z-4sqsiLio2jqa7scBrBvWo9?ATFlsZlZr}i-Pa;7!5H@LFSh5 zze^|>P*N8Q3br@Be_#E$slMi}m%!A&O=PfcUt}fv1G={LV&leU&wSB5%>E3&bV&oH zl8uw|0)oQ^aVoiedkvffU44BQfd;Md6DX&152s*>TDbvUF~OQCn7=?5V?FPIap=VU z0d@28wt@#|%pL?e2qv2&M~Ksl>&zYH0%U(%+z`<(cSUZ90BOe~?@A#%Ro^qb+xh+b z=7I=B=9c{lq6I*pz0&1Kw;itD-rCuRpIO5}_vlbT3W|N9-=A#|nX27E$F0UA@bF#c z&Vj3j(!eh-&yD`Bza^WOSi2w>c0x$zmO4TYOW$Sq*zT9Q2y-vuaRU})5^6e5yz~3} z&CwdNbb0oq1VPZ?R`K77Dzm9zp)!~SoagNDRMW?gTDWo+yAD)4v8Z|fK~mtMBU}dC zcInZNL`BqosD)C;KL`Q~`p2B{6UUWSDRCSEPoWv38U=`r0!q?%Ac7Oq$<9C-2lVli->jG8y?&3r7B>n%JCd9AZQVqO8RWg z%aFE1)8D2fQBaQo0wgfTw##LLr@^UWxPSI}NL`S~HlBNr`lk%o?;v+Ko0 z=|AN4LkxFr->&l8Q)1mWsXGbS-0j`%x5A6Dnd@Nt+_(;YEbVGiZ&G(8yli3!@PACE5+ z448Mn{>7sSG#GO^2cWMMwuA4~M-w7Lqi#yNcB<|?J)!wp#<;GgW+^4<*tA&+Tn+d? zDNy)uD}F;5%zXWeXl_i~!!iCFaw~11ZtM>xjx9-OZHPuu`^PHJfgQs1IHJxL$if|P z3*FRG7nf1r4++fSV#N7s#HS^s>aq5L#HHZiB@}TJ05a=m*;!gxu&rKw5vG(R6m8<) zq+ZcCf%aR21=_TvG7jz1FzgbzLkC{I`P7}x-Ge0*cd8CTbjkn29*d1K2 zyu5rxRTVv+fS^^`PViTRmSxd>JV2^&?s9QmH~MTbj$ z&f&SHLJWnKqXr>`&aT)uSdveKhZn;7*RNmkwmWsjg@y7EDUhE_L{!*|4mH#=ef1-U8AB13vklF=$vuFOy%p@aNrH9a$hC&qUL;*)? zxPV_C{BUnmK_mp*E^PkpQNS@O5HOaae*I`?QBhH8EAf`Fnu`6}8Mp0(c~;N#ozyjp zC@so`G`35Ksc-mGE*;jf3cYW`Qzw&8U%rU=iaoyQuzL0CU^;JT6=u#%F=ytcrOfjj z&cWAU3y4fTR`&!znVXwKKyP_}^Ue))fTZ*S>1$&z*)>1&`va|;F%j-lC`#wRtBWWV z|Aw=43_TS@A7+j%x>wCsv$H3EQ05%?`fLYDAP5Z`$O@!*w~Ty#vXsc#US3=(PihaV zc)59d*WktpW9|zVOZNoyrc~qyVsO<<*cqSg7b|4QK(V1WEYNE;SeP6zEb`LV*C&>s z=@L!;bMViAhF_ud?61<6ZtOz<(QvWf;O?~mqQEv^#AYWIdwQzHO26dPiRhsXD^~{L zDWxLqyJs)uTK13An5m@RQkDlui;lcWs8n?7DcFLNa&lUbCnN(FeBt;woIWqa%;Poq zfw1x*%Cln>Mb4ZuUHfU`8>+ngsbOw(?cu!s(`qOEKuu3PbFs9vWL+aoPh7&pv8L$g z?O|eK;`X_((BA-<=2M{?p)c&f0}#_O3e)p|zw;LnTD~Jzt(B$jJv#Bf^^YFiOsIOw z{m%xuE)f?qTCH8UBdBQS5xrsUbsijCTuUf;M2?ibyTi=8$XoBWBe66%@x`UwrmfIT z-hWPB+^Xy{b`ig%BpX5!#kvZ~^=N|QTd-{OaJ5|gyYOcP3{p|?8y+NO8={HNMPKSh z-Mg}WM+z2Jr$uZl%(3uZ!BTNvCvl@4bS1J0QSVlj1grSXa>5|2R&r|Oz_T-6xz09+ z%l9jRHo?-pdiCnSrz5;;)-b8Djgc6*mK)tQJbZa!{?9iEE}2&4$^?uN3p1)A95PkN zk;&--UlQbFIQqQ^kE{W%(e?I%>CRyH`A9W{bdn3AAE?9TS^oY zc!-i=ry~#rR&^=s3W{V$o9!O6?u)$dH622@@pbzt{@69|vcZ9&zxxG{1*thO=}||$ zo_l$CoQL{L7^L#Q3p?ul2qlCDDl|M?9m%Y*#M^~?-8zlEds$$`i#hEtrveN0dB{Ar z;Gj&O*e^SnWx<3ipB((iLLfad@z1ALj!q6XPZhVFY~u#*sUoq0RuE9-FwbS-v$4~a zW&Vlb5fMwSPCcAK^70Ukg-$SPOYBqd@dd}muEwuIPGGsrEk%p;=+IH7gk5^8Px*30 zgcNFksM%xs?I+t*VFL0HQ}Lhk@f>Pi1`;de;>D#PjdJbYtRi)aAP%^e2<;_mn!{J) zN6?aLa|AtFHllm%c0|KMS=(k@`g|oOZsZTcvNuC$5p3bR{)BeqzDah%w^vPxt@!`w z4~YE=yF}Bz9SQ5hO4=Qs{ejEZEAqi!4|507_R>=$t-){Y3CMMg3L*RS$- zPUh5)wlE|O+dscXBxPlZ{8lYJSm@sr(++j7$P2=pbot)9zH4RdS#jr?6AD5a+S*I8 z$~ADg+QqnlLZpuFYIzsoSvFQm`wU-^~s(yDtu$9#N|q6Y)cUTVN8N~v(ShB=^##SFG7U7*F@ zF1RJh)-0MR8WE8o&Tj~jFe~c8T}6XMXG^p-_9}mSQ|>$_HqhQ}WDKhH(tn9~BI6LS z=2#TE(g1Bkkjt)XtG<6&MGG=L^{Rsnq;wQZ7j#J&;E|TMGmn&dJO(0wj!t|%I?=KD zQGLxzc8H5FFJG7yK@;vB-*D^tb$-Ji?>jvB@0@Z5u~-!I=4(%aGVda`tG$tta87Se z?B8##FLh&SisL@z*qoP_Yq*=%l?+m_TY4bMGFlp6fWF*QBj!a@i3|oX-bN?h5htSt zr$)jnDpc#@r06RCs^5&d-?IN2q*t22wzg{Q0ZxtLsH`k;f_%}GTSMk_S5s6{vdj># z_}iQOYjV=)zH(x|KV1cJ4bDxwUEZK%zJ*ie>@QuLy+7f|BF+Qy1mC?Aud#i5TY&@2 z0jUhtc1Y=JzP>v#55UalbaDVYQdsUp3%E7Z>j=FuT-}@s1x}Y4ztp(SwgN zxyhp`DyLE5G9sFM_eMEQEO*kSeBk`fKcnRrp~;#ToQ!}oWE0eKe}8|U>9LJu6atjB zhG+*+Y5%}L7vPN=lz;po-voeYi-k7Lv8DlRBF3#3A3ktm4-g5Nhli)LuWze|^U|eD zDKolTN{RY^Bak_H<|1I_TYxVTW1Q8h@s_D7x7*pePSdNlF$l!pg# zUb^RGh&tg&P!wzUKZJC&^c1T;hh*1XFHZ3C~1!gvMbrnEQoui|Xu%26k z%8<5;T)!g(UBL6kMs}nVgjO|z2_4qbO`A5M>h<`vA^VdqX&N>dyRuCo%h!kFHdC+> zxMdyK^lr=3;KoPG|0>rPW0c_A_t!TFEQBj39Ji5-q7NWODu^3~9gy|u;SMnwG{1T# zSAdLgxu*^27t&eXwJ!U+?mw=t*x?XxFUEZ+5fPEw%6@A}u7w?ATGUBZHLxzw5{?EK zLsvu64M&FSCT94%B9HU)UlO@LMT=#)qn!8f;lpI;3j9{eSbP)1vbEN@1@unD;yngR z1yd$;3e8@q#{Ga+8+Q5x0yz=j24Ug_qNOKcU}|C_2*8BUb6B9)ZHx!f4AOPT=npzV z;+4l-l*%W-NA%&6$nCin>gu$_zshwR5hTDckNA5Nq5B9=R1>Tm`Tz{SRAT*ekmo^E z>U7P$S8evRK?sq;n3tE=IWj`F2T{`do6=cG&u6%Ru*GvzMX`^%4ZGYK{N~ zg0OqhU46;zN1H;?=y^1|pkFqC$Y}o>e08-?-bST4i#f^SW6C*f8&c`+o zc`9Kb5jIxDtDdxzkTR;xtCv8|$sh`z8|RM{t_cweaP)hQ zv~r;p4Sx3QS;m8(pN)~iP&&uP#u_}0Gr0|Vc3fKQYc^jboJ@EE9)2>`L_k_qC18OE zXcgYH@QerQ|A?H&M8mr0aC3)uR-5%90WBEF$WRq3j8n0&=07@F<)1+mIC?7!h9G<|dcqUyT3mn%<@&fl(<^HXbU zWkUlSAe<(i_ZT*5@9ENEJQOk|VS4D01_V9Ac*C$r;9k*V#J|SxAMN^2j~ipWCJC-z zhtH1%NFGAi>E9WGL(!IFH#Z4*Ym*n9K}azr+3?PDl ze*H7(_%olT{!jP-|3SJY)w$01}EMi9+8QX%vOc1=)y*PJFv2TCN6o zxbajr!Dojo1$svdkHP5v7wq?3G*d7-Zv?Mw6OY=KjHU#xEsRL04K$_adXF9klvzSj z26C2>qWvkLn3r(CVgWCq9e9pPOqLW$i!99apFgQ!<&Mk{Ddx+UO|r6_SX}O%K9U<$ z{4c{(`~n^CYKg-au3ghlsPRMXH_vwtgXx=)8^mXYNO9||ph2tm>bA+h=S%ylSjemI z-5p=6LR650cOMBENnj3A)^ecLYREm66F{>d{!Kd>q`QR(ce+1ba51+WT{g+n3_ zhJuMic6VZ?PwUX3b;Qj~R4#b?-DbeDVQh?r%z%IyQp1j`_ChQAl4w_WW`wao*Hz$Bs(V2GRj*K)3j|AM3qR%Q z4c>sjke-#mvRpzF82%<;Zd@CV-<7xxHVscaq3f3yVV_QD3LE@7T3UV|o_=^^CsGYs zP`nJZ|9MnF(ufc=Zq|pI1I0cW-?R3<hp%(%uytJLXT2~kyN9)bI*?_d zFgN`z5+fu=MJ0Zxupy#Z8dRI#uEOYPkyGclZ*-`zb+;7^?Pq`@$XqMAlzYGT=#6ea zd-f~@olbO_-H+!=4+^aL7qAEZvjWxX7w(|})d9VnFo)fbF~-TG;7;G+`!k}pYtIc& zFE5%`OO+i>ruNf)#)1&i9KfY-rbt&$?`gc66xJD>4TKqIaWv zHQ2mRBvibMjH-aXYJ?RWJG%?PW?JaF5y;?DQW9TuBs&H!(Zt(44_X3f<$k3nt>ppc zBHV|_FpS}@c27^w?_alKERQg6$;rdE5?FX(N>t7YxIQM@y!A#4@Bq629(0r*Q{U(O z#b5gfkix3KfRV1Xp!s}6#J;j$Ln9;0 zD9m!im?@uZlP3`m%lP8;=h$cvb^yk2ZKUS!=2y8+1Mt(UsUq8RW@W>-h%9))d-Usb z%(2U4I)zEOebyY5rb!?&sl6V21>?KsZB;bPS zu8X`AJ72;x?)rDZudU2)ow<3DciG#KoA%`igPdGk!Pswvvv+Tw`2SOhqqFwoy4=t) zO^$Y0+2<%YIXU65hS$$jIA0Gu6&_fWk2B+r1lk8KG!+&X^TUd=bU9B2wgfqf06$sP zI?k|S1FISv=Yrsuk8&l1y~GU0^z`^9$Y9ISa>P#|^9R8ekBk{Y>`K7PD1E`VZmlC= z13B`+KpkgEz+YvA6d@B&v|a$`oP@-wpf_X0O;R4wRqzPh>xK3vUW9qH3h9XW#KBP! zMwUES;QbtAmYtE~)8n>vcXq5s_!>^v6)*ZOP}Rt`!Axe)Ad%6Dvl>Je!u=&M6u}F& zXkCtcED1#|lxOF%e4NQLgcyggI@d$}%WV7UrE$f>Q-I6<*C zM5(;ExZ)z1NL2ibz+A7EB}CtmovV8Jve&d1>4EyNI*2nYB0`G*Zm876e}*z~(DVm( zo1kIF<;ruVpdK)Cp73*oIJEysvCJ(%)}TBs?qwA>oy%i(YIr!TcSkW8r8DJ7bvUt? z3mawfnPh;vqul);rM-dJdUYuGM_bW(6l8J;!^$wtxodhZcGlJuPFDyShfAF{u+mA` za*LQD8*~CWMTQ%8+^Sov%(jsB9MQZ1aY{I@-#Wnq{>L+sQv2R=C+)Gr zVgX9dogZm~Vq2@nmYe{QJ9P6NKVH;_u zI7C?-J`uKQ!`?lKOWzIoIsKa-=)(G=&_)%#hRggM>Jy0Fz4waAgsf^;WbrWO4nR?* z;5-hjo%5A?|CWbl900GC7=*b7s!pcb*xY<=(E0P2%cb`2ePa>XH#is$uS-!6c*Pos z-k^CHU@LX|+obRqP+3GKU^|8A*p;E{k6|hs9DgD2HONVL4s7;&rIDBo2a3hysY3m& z%`gj7d@>Qnrxc!bMEO0^QCzeFaBnWKPtUxE*vzO#Dw8Uh{6iKH3$y`IS z#x?NeK=Axv;_UAb2DPn_=Iq%&JlaphLvek?>xR{=f%tHzPv$MmIO-6*+pG^mbNf{6 zB?6@@7|Aw_WNb*fn^#|ekP4>%d(bD?k@y&C!S{)YpZ)Xek$j5BDKZ5H*n>H|qtWeP z@?lNs92kfnni2el+|&Q@!DxKUqMMKNIo-d9T$qgbcJ~n5 zp{S_Ne=XEQs&5OrE5iJP5g-2+snRQ3&^V-OSJ+?X4Lf1qbq)P6lZ9P@J3$B>?a z_euYW{XW8WAVEp@06APjP9%OH`0JtzEuvfQr`awx=~7AXQ{=aYX_sf~T4!Wi65piZ zsXK~Z2F1f9PKoM53`xMTjYz4G&WS>U-Uow272txoPTu;$X#zf?y2UEs&QNYm#JZ&c z0Rg1>#%^){BP}EI0t{GnM;{~{6rDvI9@JH+Qsc1vfnH&Q0)vhrtL{k_@<%1k4l4a3XCD2RckZA1?Qk$XPP|tDYsQ`SK;8g=Pc4dQ7cxWgijx}I~;1T`#7hWbq#i8t*j-K=- zQVI6JMQD&jp1^CE{h&qdRz?4U!XnYEqLOXA=OwYlOa{M)Ly#t0rF(zh;~8eSYK#tm zyDjt?=Z_IP6oT^}tda2HYSJcxJEoY)Y%7o`bHUpa;SZGkX1}jV0Vbz8sBbtUnM?Mf& zD<~SP6t`yW+HUkxN5)EByJ$)OgZL-C6b>UWI5!w|1I#@+XJmS$po1{)X?O3Yq5*|+ z$k``W{{viO&XXtPu%e%B1(SXgy>HhQ4LnSPN{uNxB6CP??IlL^y8&rqip-)DTkdbZ!PxXgP(T+$G|M;a3`J)AhKIw*%Bp$% z`2Ds!W&3-kv|pnVfB#{0Pe<{Srk)k%MKldart=%*wly-8AuaZNkN$rSExCQVx}=Ry zZi)CnfPt%<+qsJuwG-?#)Yajse7f^*h`1i<`q8Ew!8$7}=Qp_yjE4&SpyC;g?7ryH zhbzCVoJZR7t>57Q)*EIJL5tr5cXonPtNd?xg4HFh^;He{Ij#4|`0NNqOgm-fwIhS$ zC@LP3Mad{{S}WHw_Av>+4wxzee(jt@h_Batcl6i0vEg?!YBy}TfPC*!{SI;a9@yVD1bJG6mgCDY~O z-ZC;WZ;g9pL}0nbYoGEQZ%qGz>Uj5gE2@}KBw;)=GjTkQh*W#wo@V@-oaK^;E>06H zs1+M}B(R1}+`dBnf<%lLQjU_ z$_j#Fd1kUddD1^E^^m`?ynNh^TX47$vn5qHKe&moo%-8`-#y|-t9g6p>6NG{Ae1z5 zumU-?3nTP|_DAm;lJNi&M%9bh=#$B|ip(u$n_S?Q(^vca>60q|HT;va`WVw=NY>+C zvAZ{0&3Q~(IfwrEH~aRWsUBoIi?4-*gaqL_&>tWm*x@8$g)BD*FVgOP`=Xta-@OHL z;#|n#f>4kqyCx}p_JiDWmyudY)f=ri$LQ6Zjo7u_IFsli9>6zf>*SOfu9I8E4k3@h znJXv?F7BqqU+WIgYUojkP)q#5n9Rdgc|pul2;17Iw;Sd-=MnS0r?b$W5sOsAv$NiW z9>r80-i+qT^~!tt^t3c3fdf#7T1 z0-%bLliKXEoDiU{u*>>>97VP0R)Ax~!2V9k@8P>Dh|hN|Zs#73I%DC`5%J>WhQP8i zWkhKs2vsPYYF*oKeWZ^sn;jH^M)n+45hh-JP1Q*NqGP2CTC5U~;xn>ewB0Q&iicP}AX8nS5x#Dmgp6b?aR0`YxY-i?;P z7HnQ(3j=8DMgj%t`?&3_*|q-z*7eGl{kOI)!v=Zl<_Efw6p`uK*~&L>_CCF2K#w63 zMLfUv##e2Q9}fpp*9D50+z`5!qyb?ZT)0{nVuu)p9pyxIx`t-cS&ZPpHz39$J9T4w z`znqpqynC%*>U8`CptlMky-(y>y%iWiYXA(YqZA4u>QpDhJd$d79wIG2oF_ z=sWTKHOXgqvVbkIeQxdT?d)sUhOd#aw?@|Jo*)|OMPC03M2i$kU+|a1Fg`%(d4W9^ zk?21w)X}#fFmt5DW3?P6=W%WV6=*Tqgo4zgb%SR1OqKR;Jgg1PHaFV7VV2Eu|_~64(prOnz(W43q z3X3~Cu?N(6GMZc;IOo7^Y!Zh!Mne@fJi_5_`KHGt5^n(Rqyj3!iemJ_j5CWk!Lp34 zAjS~eMc~7Ot;1x^u|_rsBX=6};zz@KUDPq6;qGRgVJ%m#MOwjK{Np!uc2S#HeN#lO^_`n$$8lC%vH#JHM3V*t+*A#XY-i;?_4=p~7WPg~ zER=iw_l&eOVkU+univXM9_gVz6Lu}<=5`2!v_{Nu$;C0Y}RH6(=D@S&BUK)A#hzZ980piFJ=oH@r(ScZuX^yt5 z;kRldF+-D{>MC+(n_>YPup7mQl<;I?dr*jRYD!}oY{^~$Y;bvv3p?DsM-USz%Z&|^oHpFzXxrq=0Dsw-fQ9g?d39JGBAC5oC`Zha6|TH z!Nz~ndJqn&(DS08m-du?Gr?tpL)a}EF!6m4*z;s`P(+g@yAew9_{=a7UZD=pmTpx8 zZd2E1X~2k`@?B8mmuQR?b1-r7yWydk%pz}n0xnCb6RonPKI62&#pl665XKvL0{pmM zR%uum6Dcw9lMsoZTjo8^j#ULlk%ZzLELI9+s-Vol%xASx5vz;yLxbSI!anM0K6~a& z3K%?sTXBvhb@b`M{RunQK=Lq|@u?*&AmP-I5C|hc77YfMF|^sq*x;nyz?R13P5AW8 zjLk^v(@e7`8J`@M993Fz2mVsDsIZhV;xBC?Yl6;4CjJKAd-_MoXb!gK&PcbJ2|F^7 zh0{}J*0wkR{lf@(b&`{D;$|wyX?X<`!6h$gRL!w=hv@}GD(jF=)l9mdUmh?McAMWRQj^ARy|3#v&hvbo*Gf`0s7QBg46Tzm@qQ-qU1?uk6B%$Z61LjHoC2T3B?r2XdQb#ynw#79A7ACph6v1 zCF@RrE`y-#qQE3-W6@Szq{;{Vp2c`EnaTp;`T$)60w}XO?z=Dzdia`>^));>k z!ZYCDnu;cu4RFA!zBp@ScK5ihemuq_5UMgyxJE%`@WL(b8j4T>?5o;?TmUBt9ma84 zHm5@SQ)?^d6$K4*L1$1a1hK(!cloch>zD|dPf$AmBG{t@nSJ*m-Z}x2VZ8L3t z4?k7e4w(&MqO#8Yli-`CsG_n%OKUDfPBh7@z|u9V>P_Q0FCYLTDkvFV5$TCgw^Bmd z4iT#S{*H+>R)|s&MZCt!Vqo$wAY{j9&W9ft+(TuEG(km9rG1~oljJ9~`A||5nFqnQ z`sR@#i~^91u{d<=l4ZNDQg3kh*s&{w24GL7*|zz-e>ZGv1sV+J3RTwDq8|j3lfo0{ z4cmGL4*Jm=!cNDVfQ|>*BVuj`4=y-qyAMaD(mT8^)DyW_)}K6F*qpR}o28^$hZW_| zkX8`f<~eWgDXbF$)fq zfP@bN4Oj-Wj+}QoW207;vk3ByJLjMv(O5s>xoXMGvu5s(!Yx3zkQ$Fh0}mr@r#mQN zRn`Ehow;B^^kZ#Zo{B-+BOdvvm)H z^Q+oExKz+5-j{A;0?hYHYZELJAdCq^H*2I~uePBJgMy1diqH@Tq(U)|ulCDH+I&$2 zL*Kf;6meG8Dkbn^Q@>9(n}Ok$`&Mq&c`N{S0jyym_ z?o=bA_r;W~&hkA>`d;gYP=@14wK;!4%lsK(+!I*@PD!iqq^f{%A2BuMVrUeO{F{JY zgrj{RY#Ra88f6b=sve+!Twlr#W4K)OZg6*ok9a^`Z{!OxvK%u-5Cvu7)rInp)WL{< zM6HoY^89(D{T<6v*K8}ivv*5m!s{4p7ltqb!d%ht+tfC^e!c7K5MFXV#yylMva!*lOR+bzF zW+~2~o4P0GqVvs54wAg|ZV*mKFw?Z*k0#O%%3xpAKs4VEa)BoCAdLrSy#DFQhE1gz zw}eKSGX6$V{9*lL5saBmCTjtTHYkFP(fh(H?(n%mQND}cQ2g%% zqK9pB0nT4EYJilT3*`_`iE1#|4N$gDp5`4_*Ah7dFnn&HwXN-(9Z%EKrATs&LC8?eD=uRP7<-K2h_jE*c z;`8aoh^OB;NG4%K>)CYiEnfU3uNUcCJ?D&D+=0~TsM%<;4ur{CjG#au#+#-l@ z=+9Y)FHB4qM0S)L=rf`>djIU?-CbX~)^rM;@2{D}vjC742a_Jn53|yuhi|sM3VE)Y zf2hP{U%r-P=}DUy8IFxgqN9$=8XA5>2bK2hDNe~;<(8g3{B;otX(1}n?UZ?k2MI*V zCcZUa4~>5F=g;gg%U0Fh*%Hw>j;`JITit!p7*{iEJ4}{`Z+`@3bjub~qp#`n6@+89 zn9Kk?+xivpg2wZen~tHWLaJEl7U~*J1pqJ{u$?Xe4s95xSgAn0 zXG)R(d5?3?XzX%%_yMQfb_bN~%8$9JdQytV#l-4J-=Ok%qq;v2?Zp z`#4x~RhBQ2p|IPYR*?@dF5MF%t5>NlFpXf&?60TR#QfD>%>3)j@y~XFY>G%EtL4g? zqK=-$n!EmwRgneD+@dJqxiS1imX7RU#rrCGGG1AHVyfV~BKlPY50>*nlsgb$wlEVD zjy)$2aK*>Mm0j}+wJBB59xq?M95l&n8oNiSu2xwMajiR>tncVrQ6*pm4=Z%(B8t@u!aBSqQM{0t1r{KL90G}% z1b9tgDlM)o|zU^QEZ^QKm@byIf0}H#OF1VAGY4Sd6V=v zq&h-)+KoLhi=W>IJxCaGKpH%O@J0P&#v}1iDF?!3VoO1wn*BX2RuIIIglYqOp%w_y zA`MV`a5kCu-24TztbFh@hPy*RB^kB*i#d85#K4>(s zUCXBIYtZd5h1~h5$Vu;LdqSy1TuzRU0a(5)Sr&a5`3IsUnFViq@k1zDQL~@JYvlpf z(AU=s-oE$V=5xq#xxhs*ETJ6yGV&*Pd8f3Q_Mj~UxikcqVDewWPgHr$$ie^PYhDq| zXeY5gt48&IMWT9-9rXjhDtq3erl5Ia_c-~nXe@RMfse?7{?p4CE4YsnngeB@(RX%t zIs?={NkRXI2^mp+_M+`l<+skUPX7#weOhSP8|+ClR&0T z2N@M)PlA06Nc=b;gWt7V(sv&UWG3AH=<+FI8F+~JPD9M3PK!(=S7e^8$;&BK(S~biO3{0f;Sox1YV9nxrqCxP&B8iWvt$^ z=Z$X%5{B$(fIyh)ZC&oeb-2A+#|O8@71waQbskp5DEpAV9aUY!wrwUq6nGm;t8`udN+@W#}US zijYytKd6j`K%q9#99{P?-oGNS_*+EL9#vKCkEbxCfGy(<$qNlXQQ3~F?bQHoB_T}W zwGW>++MhUs^x33z0Wv1vESfq#Bb8;HDZT-U23d zk)eL*a_s~*XiLe+K<>5k+w|4iZ~!=c`m_M_%;-W1hNn*lNSmFxv+Y;F~W;4(p zx}^#uD6KVvK#k7}(9n~GoF%XlYP$%`1GX{m7NoI9@OS1F5myX~j3F*E@NPqgc^%H3 zspCk%M&P}`MJV90L!ekcuo>|dm<@G#SeIpe!7c6WlK>p}%ruu9YiKzLL2hfKpC}PCNcMtGfF0_cT>p_HAF6j;j{Nv5^k|!!oBHg8d3`M zeZEz;-QQXbI0wH?CV+}+YMuaQ>U|msT$ZxsLR)+e><^@|W$>HaL&)^9j&9r2J$u0B1mU5(y`K16xPt1yH!~4!N=o zP)@&5lJy%P>Eg&UZ}~TC%Te-PndlwUrjYNeAW|sgq9uZAc%ne8H)t@P1e#Fr$x}Tv z-DF%%30B-qH_1(S{rZ*t89Xbnb#`IJSr`Pr?B>#+@ZTYs8i3sy7~RTCJS?a_a4$yz zLeIY~X|Jrta z*KgOh2-#-}yxYjvXr(J<82_y&u87~kzf0MvZMfMdV+PCv{g=T;XiQ)^&)Jcz7X^0J7w9XNV`AFD^?^U884$XsXzLK{Uqe=8$SuFT*bSQLKU!NCtnWcZ>P>Bn*WgMhh!6;mQ|W zn!|xsolF$^yJ}~kcb22F0sSmLqU;WIg*4X&*A|j5@Ldvy?UN$B65mGo&wHx9Ie|>G zwEXbi0Q|^eIq<+O07?*+L+f}LMGy{mnfx^G6=*2{!M=dx2t(8~@r9zn|KlIjJQO%+ z_X1-hmuC<%FWuQVth#E%JQ{?SFE;{j4k~1Me}DgB6B7@3`4IEoDJ@2p1U)@HD2r2+ z8+iJinOyAub*@8JbO{=iyjTWk-i>`)w-yYDv^)LZ)Gg~x9!lP^8T~Oh$Xj$kPmjh2 z@X8i4O{EXzOBF^(Mu?K28hXMucWC6uv;&15q)F^Fm5=%cg!m6!FY_VOaR%go9+xgn z1lgX1^9g5}s4fGV0NFz>UJ9Hy@7yZlI9I~y!yuiKX$k0gACtc;HTk?dp5JHu78PSC z$UQ)(5Ft;+I@BXp08o=$)oRD^XNd1-p(-%(IfiG0%8r9UqRd0TTltdJm%UO#~8_Z(#k39ho61v!q2CG092VP<_`du(` zt^1!nPP`;tQiSJ$F?pKg!MxM5GhDY;>#<|DiG;6kvWhy8D()UPGhRdybuMg?&<5gD zwvFEN@^ft}!QF0~{`?s|rGVlRL_4t5w-WLkbmt*P4Ty55e?UxB&JhKLVDplCj{F_i zUucCc(js6R?$35j&nx|j+K)zb;KiOx6Q%VjFCnQu`c^Si63=cEke+|)-aK^5Fuq7O zaMU8FR5@zzq17S`2!t@C<8gTz%VCm-ceS#zat{dLp@W7KkA4Q?XB|0Sp}X$x?y{Lh z%0jb|!Il@e(cZ-!GV`~%rp=FI!k{Ig#YD#zujP0M4kYP}SfejS&uBn+()l!ldh<=V zdn$;Z^S>LM3&4w3+4EH?8P;+zI7(aq4IaLo_iI4Cz)2}|yth6jw%AM^(Ewwd34tz2W{-QUR0FXZY^UGx5 z2qxK=9^gu(qxSZH{E_A8)Zisumq_Mtk2-&e_`4{)(q3@L8%8z45-=|z`}jIP@Z&9zQfln) zq4_vWDquj3_GXfV9n>~t+dz(s&=_OPR{g_QbUmBw~c|9 zb7+(`M(HvDCJb@NrYoW-!o+{pf(2JF$s(|983z%Rc!;PQ9$Qqe46>o2FVs)OMmvlL z_&qy~k2#mb?<4O!!+N^z$K_@7cWz#T^NK+!0t!%ldB6ezihD8u!N3|_mn4F@?u60z z*={lrzg3M$iEwY0hOMSs5_$N@A7J0VV7zw=rCu^Uo{kB{T^2 zRp{Uq-dy0vM~)wlwR7jfjZzaB_4#Kaig2k*z{f-QdFodn7McQt1NWlL1>7_VgM2|Y z_+(ty?UR?eNcN(||BOCqz=YpacB;6VLQbKs;_6V+yZ^x#Ffe zQj`HeUT-2idosD9VBjKsjHaJ}E4)VJCc9Q7BkN%4$dw~nkn2E`S`PWwb{Wt0xCm`J zt~Eejgo!j=c1TqQ$)`X=d9~7$pgX6~BuwJw-u^$}G2FhAhI;@0)ogy~2632+RwpMV zl@Il$-^t*QLH*(mbtA#>WQK@ug&A-v(U3e}?R#ZABH4~?LcB0Emg?W09LnDDl%_X# zEBPx5tv|FD@NNw3GXwp&I;OIfl^eM)Um1mHei$nSk>fH#{IFxtuJSIo^zuxcIB}f&bV4+M0VNWq z0h7yy$6Eu{g`e7KtKv6s)^vrxJrBtE^Yzkh0`mjc?QCHh75$~ zwx@Yv)UMF()}N}jG=3@3;;#EXeSSU;z0J)61QVeg{`3q&2f}N?Oqan&FQD^}aG~Sn zUjqZ$#u6y{em=rw5~mbgU%?dLF7AkbFEs(J@d$k+yCq))JSeRBZd0p=_$CAx;O3`& zE=4BLyTJw57rbhaI6Tlq76*?)*FoyvFL{dKwlJa=R+HhTJhB>lGR3wM$nR?Xr<1Tf z1A+<`xNnxw0YJp9C3#HJVW;L{x0Mi1K>SB_G=zT!06q%vonq8$Dd9eR^oU(u_F90Q zp4#}lVAOeZvm=DqCS1d-#97|9ZnHMZT?=3i4-D*|@Oz-n>!DGR|ch9`n)p4grotDP6*bF3g7ksKp=-O zn)<*vQ;>bAgP0mHEZmz)u>zAUg>I4mCa)f7^K#i6`u-MSJxR2pJnnJ)ymf6_dzF-C zx#){nJmm6f`%qTbnklTmphD^EyLa!V^x*(&6_dYhop#0UF&pQVwYc^{(H^Qwh(gyo z5B6LGvO^O}G&qPNnvC@b`$AA656UAbi&2sgDi5UQ75Ivu)gyrMMNpT&ME-#qVh4@| z4MZ*8;yND(I}ah!Nt(SvA;FNiD>W0R>Dxy_)3rJ*!JcnI^M8=_C*Qrwxc zFzF(B5-=j@Aur=Q6kQ7u8-RERFLNJp5Y59Rx1vBQOZ^7Df2_)ZV^-i05~)Ru=!Eg}Czs$>f?(=EJv+f%W>B z_Nco+bM%-P$0ra*M@^}O0DOp>sp>{i{@5s=8&_rN8Ult0H}WFlE^nGh8A{+&C#27M~0N?=Xj*Mzh7`J8opROy>a;u*Mig^iXiQ3JM zpZ~c_Z&?(Knt=DKRn-J%qRc^V*@h<1=LqRmu>*Ibxv>UqV83`%6Ak(yP|^54(i07X z0#vjHbxX^MfkxB|feruLttTzGVl@x^7ez0qa=4IvJVHV&DnnhpK$=AfRiN(iQc^B> zvAcI&%#{Twn5Pqk?zQaN)YY5N8DlQ{Wqv*@5gfn`)mM=W1(z>>qoeT^`SPyhDGIrSyZ~-^fnZXOI}QzC%mg2nvfR3v zv)t;uw&NK**(E)cosOYo5F@RMC&kJk{*XtKq|3cQnm>S95ym*#7~)oeQlRdWhu1#& z#Nj><`^C@HDT0B*T>`Rd8pvkrVQhsXuou9g1jn@JQNGm5mE4%vIhT~Q4rS?-jiR#f zMvW3G2jL!a?gu@S^`7;dB%}z~2yip}v*I$ba@<)85f95+218Y!utDCZo?3#E@)9J6 zbe%1kNz7%%#VL-nacd#o#G{ZfS!HkefLJ{3;K-4cr^lh3qE?p`NdS^{~|2(k# zB&~p|uF#Qn{lsNu{uB==&0zWnZXNlN103_W`jjbHhV$T~jf{+_>I?W&SmqDCA4lQB zb>f*Ys$dvms;y)?exkaZXVi@lJW-Xa{rLD+ZpSa9ab{tCni!l|8t(T76FK*q(l(bU z87?*ny{QkPxV$_`epK`L<-qme74SZE9WRN4fmmF)fB(pl#me2t2i8#LGGroZQiGdd z*$Nl>@0r!{v#hLadz>I{%S!xv#g=92>qmd{Zx*IY=|XFgMqmYrvp~sO_F(r6OxZ># z7Ju75+}71K1<`;265I%f79Y3Sxhszr^1E*tlfo^H=Ze}2(6)j5Px$Ft#hK0zNP~pF zl=v`bbRSF4vP}p4h0{DY&Gk%li-g+$Nrf;sP`6d$*^?)9nSAks49@${oWi}SRRLsy zi{&}Nvh2dJ-qD&B%a^mu`$$fR82j3kqnn_;V`NWxBvt@VcA7~nF4Ng5s?2t$a{sJj z2Mr7s!?(c$(SW`tV(3M5lr%7er$(8I{sx2kk7AXFS@QxIvLd7n^HR)V#4Gd4N7LZW zO!Em32Te|%oCYCCdMm1AEfptic94(A#`~(Z;i|hgRbz$_x{?IPO*!l0Tjr7SDtKv)s2iy=Hgm#_Or0u3II9a_gT+g z?R)w1mvwZ1lA8s#Ia;?opb}*Lmp*{28Jok79*RN|yNYsYWMm}Grj;9Z*c{C5wMW=d zy?CPaqr`K|0Cx@sDEyYhOvR5spm0 zt91Pb01k#~X^$@OTWh8(cVSN>BLin`LC5$wHT4n%z*Hvy`}>U0$32(?;T&Wz z3!xXHvWemwq^{{Ua2D8~VJ8Y69w0g=*lDyjDrYc6|mu+%Yli(CTs2=4Wqf^qZxdU~G#(c*pr zeepz3BluO5?IX!}5ZVa(CzcD+=7fge{{bN;xW`4CVzYVSJH~!!9aMSb(?v1dqp@Ix z>YWK>Eyd=eEta^_KI=6NFu4P^@B;BhcrlnU^h~=uK4ynrsNdcXiQf<0+=`9*3H=MY zdVUzR-~YZ_+DdoZ1THSze;07Zrqhyah~ZK-2d4$~=usa-Su)QP=&ECf4-kw?r?{TM z3<>K7jeTkn(|FOTXglA9)Q(UK@@)ABqS8b^4tC%w8HhhoN0C_s1ns#noQEjoDvHk| zs9V>Yyu|&}nBFCJ0|i|HKIJ~-H=^@PN=mq0^hV$fhq`nq=U0#H7O#;%EkiChS5KZW zN$BEew${?ri=(sEMZ>2py(}W26B{m~vs3KtksF`2#Zva`2dHo=>@!M>`EcpOCC?pG zCw-dkI9pNCp>1$tj_PEo_l@679g-88TzMxMWaoT*a&*q zs+_aq+Z&|+2q0qn%66f24m!TbjD~NPxb@%o2yLy~NJpfyn%b}SUmw4Av{+}M5x(`P z&fb3X_vy|J=#rE*{z%1Of!`JvS3z%a+bmdbtFfo(XJ zS-NF(kFV^{%VY(e*^{AyhD)qJCw2VKV9p4}mLyQaC{@5TA{w#K9G+47X;w!{njb^U zI`aMH3<=cpZWwo#s*O68J^YADmUwYQtHYsO#!g$5>BLG2);KCzRZ|dlur!;>2;j51RDjRuh6U=jOVV?LHg4&b16V7eHj#c2?L7GNkWt?%lc%R$FWb`sp zZ2Eo}B(mX}lJTqOCtx6x6nzQc#s;-fXg?qse_#g%mO)EDR9tP7WBvMbIc7kXynU5U zTw${KrcKXs88O4GMQxMHDyrFh0Odsho9qnGJ@{sFnV-$CKIn{iqn9gX;H%mu7z&GG zv=bscEobM9GsCU7*t@c7K)esM-a2G~Q54pPxp1L6@lcLz%E4a9yZj>X?A!F(_B+61 zEYia1M?P-~!1v&-XAhzh)^T-x4xvdH21gE@9qT&e{oKv^`$7H=DP>OZfC3Sesu1NH)v|Y5w|E0_n_i7=g&Z*^Cu5p8^a5k8Cfex9l2u3W-!T; zP2~^dgke>LW19$rmzcBTqfL^Fk2O?xdlzA|^yl*)0`I6-pXr#0gBp(IX-8Y6fv+=A zxp!-;RBiFl0-4jR6`-Ox2wtH)XMF6G+^_e>A@%XKAMgn>Frkhe5s477i>3-fPST#* z`uo$2^gxP&7ERe%TZWoB#13T};N+G=)L{<-7H4W(;`5)%>)hCx?}nxm%-Y+Jj{HREKAqd|U+OR0F+<4@y1xiO6UU&fy|ebn`Hy(#dnfxcH!PYvHv;8u z>xTt56SCI?1qU0p`)~3&cSQIYhqk%8oVNP zuDy#Hl7M#H{(UHrYC)DHzz=t9toN)g5Sfjb(R>&g+2z4|uy8PEw99GK>|1lv%tlCv zpn}{pL$3ci8n}3wp0phV!+lTGgrVyXty)X#-<&1u-s^2k*qV+w8i9b=h0s-tapR}p z@v9RI47+dHa8A!s z8@i>@qa>(fwWN0L+$kkzUI(C%XZGxHfJ|Q(n%AtoD(jfF`1zP+yo`iX9PUJJncVo#Xk9Yzx23`HW9b z%$ffYR+J$pF=rkg7q?mh$;C_$S7!7h3yTN~=SOGm2QsG)t#@GZ@R}A3N72c7}j!0(`D9OfY&hG zK3}}mG^pc&`&6r}$%??}W#fZ}%)ExJE%+-@$Tz_buC`;^kMk6izBgX8?m1%d!mVeX zpV)L4zD51W-1KNm`y`+t@cjdK*z6bIm~N{tMuFeN{{;Ip({7s~SxcSkcJ`5pubok! zfys3Pj>~o34j3|1^XqTEFykvGk>9K^Nv`XMA8Hqx38!B1Znoa;yJaK_W#=8+;wcqKRMl~Mny5o6&=T1M zLL;sl>h>!L7QjJmJ)cp3+4dZkh9L6*w$hvAaU^wJ6frt*#IpG~=wRlegfXJKtLLed zD3*O}zS438p9`n{7)lc7uR&%TL6mPF#o>CBV*DvOG|7MP#`kaEPRNb*S1Kzhm7}4u zHPlS&+we=sxA97dw0#WxHWF!`?vD8)M*Ziovb)38Jif)R1dQBsAo#fPXQ*InXW#+L zeW=>CU{?+NOAWO}1+aMJaj~pl^~cle37eqW2~4GSq#7R`J`@+Mkp3vuFQN%W)Iuqn zh(D;MVlnO7S(hA%<%mH+Xn~)r&vHriS+X@`Lw@y~y|VWab`GLUsi2|^GgV>-pYO*z z4Rmrk9Vw1EhB|?J+B9u!yef$5sA$SK{UaQKG7_YHK1}#lu8b*j1F%C!AOnHC8moM7 ztCj1Y;kG9Y-8d1xKcA+z1|HDDf*P<{;^B{cOD?Sf3QgyJ(_K|i+GQXx=_COsYOTK% z+n_S;qFjA05{c4a}S?E|PU;Vt8g2>*EBvb`+NQzXjo8N|V(kQ!f!1eo!iJh1t z#%ya0)w?)-Iuuhd+C?RzRPSD8-L|+8iQ|Dth+?3^Re?Za;I9%TZAS{5m*uOtJFpB* zIAEE+^N{NgkC4-!uiRT(1@EA&AFmgw4dQ7yc0rt6iyb84He$!g$r%kr@Ewp_({^ui zOzTR>w1Z*~RkJF>*^PImnus&~SXm1yVv)aZJiC?fu@1)Slna7m-Wcwb4x47_}O2VeED>%%QxNOax0@-NCvnAHSx_Kobm$+e;wO_v%s1b8AUEBn0AEzuxd z1JZ|DsAf+MiLCo@>&~4RfT41~zrVbLYf9=`Pd8%6*rA9#PW{AYtLAB`(4}VZJAIi& z@fPS(-yQ~UqeFjPUEO*uI#-RNt@z4OCS?H8y7@N9MT^+;?;GQNb@E!b5#_`c-> z+A?)aVM#mo#7TZUy#q;41J$@}iVNdDLr{KB7@NO=&$fJaVFfTw1^`MOoku|~nnP+O z)#TV-_F|DqP#!+%8j3z$W;z%MU)o)2ELguz>NyHUTPL1ZMoA(vG7XxB9E{hE1*n&w zeDf?ZtGCTYS>f(DLI1LYHndUqLM$g|zX&S-V)!Y^F&whAu8N&ifc)jkPhNQ?Q_i>s z=&{v*(g-wc(FxJ682LA5H8N!d8p%IbuQ8ssl>V(UjW4_l)FYj7{$F*6H%SBBYZI~v?h6`x-OaPH%Xr`T7uXaDpqp~jAT z$`noL!0bxp2BUxx(0Uedb1`#gBy&7{DOUb)uHoyHL%L{8QZaFQ*N~l=`!?Wgq%1r^ zgm5ou7s?rJ)blt84-pq|Uyve&IJvY zNQmg2@#wf#rXpNzneR@Pm)g-$&J|VQV2Vu~+#SsEL-8?}(yKh_wTeGGTn4q7F|mkY z=B`NQnswmmR#mr!x3m?nkDk3KOj}?>(E7*onOs>@-@L5eejd3d!HReRtO~=JPFbJH zF!Ddv$;hizWPB-79uj^RUyrlR8oaT>` z*cs+ev9Yf$vfQ9^fB9~cr2YMXRAS)v>YLsOQJns|S5bFB#N@NBn^MRpf z!7#D~#)2c*83Fh#h)Mmg7o8%nA1Tw&bJ zoK`D99YBDNCNf^1;Sv4TyD8{o@Acw7FoBnA`)dxIYTaX-a%Rk# zdMC+7yPLEQ1}}@Tfc3s_@V;1hX&BxB_Y_jR&NXEr8aX-YI3*_l6~b!_#5n+wBTPKocP?I7$|u)Y7f;Et!Ke;7gE(Aw#9;k^I# z>okhn0hpma+bxq&sGQ%eYp5-g#Zt+Coxb#0>;CeC<*c}O)@a@0Qhk?lh>Gpd{c9%} z=%Ky(*i+J*|LT>Z-|RVaR1+q+Z(Zv$x97S*M?lFw0zXnIQvLDhn#-IkF?I}}0#V@t z9KUOL*8HXp?tu{}GN1l#7H0hz!<=nNn&}3qpqN3LI))opTipeKX@R(grqdtG7r)gkt4}v)E4_^UMP?<1siEA?+h=9PbhP&xpONN=L zC_674@O>Q2-wEsEw5)_?10P;QQ1As7O+J^EpBQ&1{2a8M5r7bztTM5{9l%UOI_EL$ z+<$jzack1dlgV}W>PwJ|Hf*S5{qny}IE-IL=a+~oA89Hx_vDl0)Pa6Uf(gPr8fJ(D6KJ{Y^P*E-5{?{Rp67Im%Y7M+<;t=&L z2#(W=_FIu5b^~mhkP?vn<+|*-Crm+?@$G%5^KktORCorF%%szTA@#VaF#=`fBeZR( z#rLA`)JhoeJQ9U^m|#+D?dA!|AJ3IMS+vsl-B_4LicP{;25ZCmy)_op_p?lIohQ6} zc_(_{8pt*ip#WFXKoTM33+&`x?4FQsvl(Tf4HIX{gdV9)vkaJf@NJgl8P=f@>O(Q{ zeKG${cJ{k#uI4pvj`4r(nCRc;^K?VXoUn6#*Z%G)4sSO^6t$CP^F8_9`uEYH74}*) z!CWb3<~*U}*Zan#S-H~Puf$l8hR*c?gG@_x`Eq0TM%09?ANNe0V7}`Uwvx#0g6(!F zlc{Vw2948jg5=a4Xu!)MHm?RE#rkPh(x5nx^MuX{l&UBp08la8CfIu(X$K)%1Job( z7%R{SyvHMVZ(8;@K8=4z92lrM5P)-sKB3X64eo2-!-U?LCU?A;xTFf~L;@x~sRl>- zV3Swc<-VMP{P^djnPTKIQVWv99wVHM)&+dPpKBmO+X#1h6lkg_c{EO+PFs;Vfypu1 z<^HUWB0aP7Q#pQ+6j0G<)&Q4Y zr-B^k?5oTQyIs3Hsii@_>I70-ikV z;xL@^^P%ILpeR^Rrph2}Lx@R?hZ_kdD#b24%dI7D@i?2uG26Tlw_^y2V&D?Za|Hxp z^j*N9-gPLb<3rJ0i!ppV(EG_MY|Sf*xy$^j5|yM*%7om15M75*$S`aA6fb8Vw6lA9 z$m44l-)1ZMit5a^VO(Zj3!=;({bPWr<}S2*S~+LN3^Kk?P`A0gAWT^FiQVHr70dJw z^{Q2u&71Z2m3|hsd=OSbZ-m(E4>%0J6@{alUc+m5WHArVLpVlKp}sTWTtNgge#F6D zoEzD}(JGi-pe$W3Ut7sPI5-|CsVH0`0NNMN!7hjWBgmvH1pT6zIf*?AN36%FwCUob zW7w-|gS>O*-0aoG+pgF;k6E+s_{^lUC#51aJL-0dvMSc*<%zN-hKqqcJ;f!Px9Y(? zYQlSqGhqn;5Hc2nKC3Hq{I^+l12}=l1`%;KJrtu3qt7#!|y`9Qyn5jjJPWT>U^?Zukxfh`a`Kv)fJ z03=SkV@=qY>RMX<&>jTbxuYN9t&BwAdKX2_C&z1f0|gB$GYrr}$?s#W&Tw~dJ23py zCk_!qN8}UwV~|p>S{X4>v$;QkICkL^vs$1|j%FEGVfobfS&u%6txBU;K@2iy{}bE} zJ*GLB$CbDy0t${QNE1?j8K*YbIIS)pOtlP#G0d8mYbkb9D3?3| z7T})i?xuq&76JS&-_|KrK>Hzka1~=q9TDDY`cCH+BTyEV1EAA}UQrvyR%XMXyTXCT zer@>bm@`VRdC1>V?lTd>dR<*zJ=~EXVZ4tGin;X|h~^f8+uQrwnsINt zJqw3rov`LzRsi4frhBFw76lxx&Jx$}=OFvKXO@Ll0GTo5cpWgafsZb|#F|R^ZoQiy z9F#@eFaSuG`wN-u*OZaOVmv#7p7BVSv`FR8rpWK=)gUM>D7X!SuGElB`CtmNI6b=; z!VzL4kpyq^hqHwVphvsJKk$-Ad-?u#<@Z?|b_x2gj{r9;GrKq8n7{7W1ZW39)Ij^< zQl?qSbVB=y%=?GEfA&{~Tih=Cn`oXFb(g0@w-=52{A;H8^5wgb+g!4{z=|e-A9Bp( zWD@BNrq+a%pM7R%)g^KBI1wU1140`F>y45MO_N(Qdq5DBQD^U33tZO`Nj-5L>gwJz zO13hJtc2#}i%d(3OJ!x7^hWqg#^8!}dUf9oGV(GJ5oSeSjXYV^!`wBgJM2!Jh{MQU zG)9i38o$Dqu|C~461s>k%T%U$U-s-UzRLX`6V_dZRNsA#t&9TnyYdd1hNZH7S2cZ? zEcCo@7UHyvMK-22h%u+HCUX9*n7+HAgB|V3+>3yrtf*Lq&dsp>K_fgUJ0ZEoO>A)x zVXqVyFKM)7%Uw39jJ2$eX>$1iLSp+L%M;@SR?)svRgySXi@GNdF@GbZB<(ixl=2|3 zxi^-nu@DE2jC3W+X>4ZFys76$p`m+YyB$bsvSK2%kajeTslpLczZhJV=I@(6Z5rCl zmjIWK24D`SU7N!ldyL-SJzPZNa$p43uH%94mI{RN6ojH~cpKml-Vg#65{=~C`7tXq zJUraXU^O$>gNmaQp7;CX#;@^#enD_B&pJZh^(Oijp%H)dU zh7VY0;7mfHuWgf}jm?uSqu(~XgA5bO!5WIoj;fKU)^+peJx;!S4nKhRYo@U zMNQLlMV~EK6yN>QfmN4cEc9ys1hMdpp-li;4*mJb3;fw^1U$6O*9(>n&*E`sR2+)Xtka)-qf4NCD75>-!rk=?a{u{^KQ+Yb9 zErAk2C`Ax0rd3Io0KYvs?M2MyYkxPD$aKpYtDjl7?81HA+o28sz7QPZ+$oB!sY(Rv zU(6n$+yq9}{ok*M;{c#1CuuT*|7}tkp!Pb1%8Rf#RF9O_kka;Gj_GEj<>1kG%=N#p zQq$=`dVDk8y=3#XQGj9CBNle-o!F2gfYamg+*XN+sS-g9>7h0hc%*6ovGPmd9Xh|~ z2zFTuFUD4lPc)?_Qoi}|e4qO%a;v4J^uSkQdnG?bsErLaw6#8-T=yKfCp4AIl$7`E z*_b{%*Ab79&mp+D?Ci}7i64c^NRFBi`qbv@br?wCVDzs%L#hYzBnapKzAMq5oO7Ng8C{);b~Gh5!>V((YkW6X(_ z{SGA2b>831+kBkS;2ia7rOv?V%&fO`s zA1r5t9bHezj^VVI16_5i^v`^sO{a(9d@|qjNLuAu0Ho-KY9(`iov%&m88N{hHr;&} zY{@}a!u|vK-9H9`g&~f7=#C>@-R%G~)J!cHpdVSS<2B?6z4pKtGHclH- zETszg2K7U_KrjS>!yt%UQm1gK|3voWJ6o2iV|9I}+d`Qo?tFi95c{PD$MD2dXzJ~| z>#=dJRbb#`?rcAq(1sJ6vS5Sn3~B_yb7jiOhMGBzfr`I9c+b6x+xF^Xqm_but;Ck#61_3dlOC3iUGb?gz(vqZM-!MZ)Ou0=$S;u(FXnaR`|Pvi zJjTA!T|VEQ+g-jbsXQHy*HJh+fKu?^@T%`@YF;M)t%TxD?*AFa6LkXe8Dc5IMByP0g4;S0`}kDm(zkg zKYr2Ai%xj+_}|A9^10KQWG7&A<3GK;bR0qjAobdWhls3Psf@de*0C*|B>y+s$SZ-< zN88=xmO6d$<}jdi$I%p0co2%lZ$a6X+ykY;E%7aE{!{<+E38f({S7N?op`@?Z|_3) zCF=<*sw>*mz18*~R>a7@Fy`=P%N?L*MeE^-%hYD@ygbj!9pC5sUTVi{h>DA=K|i1l zX9jp3g(O=79CrqtXv^QnrEWtf-y$&8!Y1)8>#Uu=x_d`|a_N>>97-1K4?OtElP5Ou ziJ%NVo*hT)B~yE|k^TER(=3i)hx`yTr+_Dd|9%xH2r6qxl;)gI=NwtBIA`%-;U3YlMI>-z+&_1$VBu)^bG>Bbxo@>Cq-viX)J07Cz z<+=w}OE%wnSgRZH#btMW5DSH7(q`e=<3?0HOkba2+BU%s7onV?5;`v{LM;POSmD1cXw~q_@8Eue^|-^EsLiJc;d{ z4Q4*He55p@^dSV51lWXzCL%(q(;-3yvcRuEDQ{o=n@=Vw%zL?Z>fY|v=vaY3RiZjV zX0sbha2e=)h@QO3>U)xW+vyK-EYi^ZchIb`lMXx18mgcwNoK`lr*CRcg?8@Vy$Uri z)bUklaQi{CP#uN3oisBTUXiQgW9G1GZ$QMm_C2)O&ia;&DG;h2RK@@cAEA*{M~AG7 zCQ>ftII|@$j_F=2@aVbFvGJf)tfzlF511OB+6dGwz0r+q*dR#gZ0lN0k{5ALXAxpy zLry2`dN4pGDks;dnaR<-qZlqhJASsh)?!+jVGhs3!$f^YdLC)(&le*dI<&zlS3uSg z4~!!kze(h|g2Ki6)KiJLLujsa(*Wj?`U{u&M$tclXSECn_|{K z5K^_Y`tJr<0b(HM=i60u@(69=oHB3j!tHJ^uo?rv>nP<~z;y_XZY1S$>=PpY@$y7{ zeK|G=1TzN5>JGRV)P#1uS%Ys)laFCKi*x}nKvf;u= zdUKXZ#;|&P=G6E1vgO;hB{Wt&Yv>MXuUSPhBN)T&ha8e>YY5p8N^u0V5!ndV@bL8f z8YhDbE(jOG9s-P`$vxS6ymwA<&ZOjjkotEq7T&_|a<9QMHM7692r!sXYx-%7Owe>G>XIoi_nXL1;r5{kx2815-bqWk_niY@%k{`ZhGk~$GH??+6EZf^FD&P4Z)5Ux*_v$P;waQ)HCB#Z-=vA5>#GQ@Or0@l&*5N~-FExLPL50KW;`JT`X!5cpgd)oZ>&<}kO ztpwU5<2gUJ$Q=anEF9e=*7|hp^rPv9g{(uFy9P8h?zz2>;SCb2$T{~H>iv1UDzW{> zZhiv02OvP|!vFuFc)wN#2sMc5HjTTGFY%;_V@Mg|#Y(`FiFl7rz;=}zN@X9w@c7=z z#k}pD-76qR^nmC#0h8O7F8BC7 zuC|WAVQ=Lwo1U0G0xq%)f1?%gnL8Qo`3pQhRbb$%@m{?n7#_ktK`FNbbC4>+4565k zH0&a?yB8OAVS_%MF>x*j=q7?HIviqa5)>S*SX$q=|EhWRNmNl_bqrE zz^4Ewuq_Qra9!J76+aZcfv02&eqwVtd$QJ{*`IiBRom8+e-_F8pN(I&U#75|uCX6@a4t76sGa6IT+;@P(L z7A)yR{Id`Z)RkcQW6|kaynlQjOO6`zseP9Y;0F7Sik-;EPU2PYK}p23C+v(`KiJfS zBO`RdUY`IV8tTUo)Y9s&^Y_Pvohx7*hqk*1-hR!^{N}3_W!MdG^eALXKfcvc#LM3o zve`PE|8z4O)Q`uJgGV5>rZ9u8q=GxJYk@rf%u+uE@}2sA0y&WYNo5TixPva;5+u3X zIlatXk|j?;13opiSK+10(3CZ@S6G>I?`Nu1r@VIzKPUe$yyPZtFBWIq|0-IVWBjZ3 zylZsbzi38?w!Z1Jx1OF+hGQbr(&7Wdi+;Ra$S7Vk4^v>(TiF|QpSI3NasOL&SDLq&tVO3ATbg6Aq82?Fl&k5@`$jjIzXzt=s znb`FxN&_3>I|tr$%CxfD`qSUzDl|7}r_1^}a7;3ox|+*>CJS{EblJl3yGdWlAMbLe zSnXX<8h5=H=sl?m`oJmQyi|ch*!|dr%kgp#qVJZrEs8LVrcdG#~Ojym5;KEa!@1colW_3wP%Lj&izTm>|ngEj;Y9>{B^F5e5`;`nh z!c%WOGX~X-u1^{N$|0|`<1*Lp>wu5AW^pj%RnHDa9Oza)a6!&sGBY$|`^IK7RuT2x zpY5bYdVg=4oxM-{xKj9EwS9R!m22Dft=bJrX|NL&!fsF~Glf!W(TGS$ zGm%+D#$BmhNv#YOQA8Qrg-jWqCS}Nw$jlbf3PmcJzT;f%;d$Qo`@Z-4~-D zbFqU{#e`&kqilHie#d-nifca`5BVD7p)M=Iq;fH%0j?WilBTT8Vnj=+;n5NNe!G9C zAxqb5OV#W90^Fjt&r}?ZmB{nd>Sis7Gl|qPv(mzjL8UWHc!?sa1B%`4=L?Dy&*`ah z-{!kFj)UMBQYvD|d52w+N~g;uZoTJV*iv|vG>`CPc1Xr4FhBt_hZIrYnIvWNIy_(3PI`i2lT^A z%DrYxdd>YTnk&WDk6(!O55BD?bc&PY*UW`>Fg|IgubMGU-GFGZ=N!EMJ|J!9_Uv

)bC01|jLjJrH z_Oo%&lz?dd_B<*?l4ZsTb{H*wFii`)){mFw=Fat(6eY}q_X&=5GMT!KXD6CAjo~9A zRM%%#C~;#u33J|3Zc&7}dXk?{*>^PCU?kSb+iQ(2d=u&_ylY1zGp1_)IjNfr zfcq@fh<&epos3l)>DF}Vu!<|{iqE8eZZgKfk3VX8w&qPhxlgUt(oEC4)vY`}<_`pu zUR@r4?>yRl66pS4H)S=UZlX4STXE&p)}?XgWjfdc>C0gmKY#x1dT!s@2S?px`V#*2 zGY+)wfdR!GR~6nydpc2h$zicj`o(H&ySSjKW#%We; z7MefOcf_JibpJiCh{)b~ZYNWuxFwW3dUEnG`e=qVUQdAIAOj>hLrmyWf0X@V^Pa9;+>nRSmh&8TpI>hPwDBG59a;wXc7DKk9kUf+uojNdRFI5`qv0l*ckg279uS< z4U0L`mx&h+EskVFFY!mtEFCLm=FKi&m0WM-+U%&Ro(H;AT8=4k%>xvR@Q&Dch$l3z@1vQmIgH+uf!12H==+itC|lri;)k1v&wDkQ+&X zuLC|haXcVU1PpzGN3HSl;B~pc+4R^<>P7M?x%9>U9h+NAM?nL2LbXcTtxxJsC}l3` zHW;sYbMjm7rGO15QZ9MyL&XkY?FprfMhG|tTZw){V=+;*U*7mT1i_PrhX&fS8ljM6 z7cyN5mS90wc1D=QQk1OsNFZK(w4_KVp?LwPV@Tv{R^3DRZy5tD%=u@s)1G`>R7BE$ zEIsH#I<3$^<^tkgEY%5sIV$6(Q0OG>AdD~4VYkGGe-`YkeoU4)Jn6l4HJ{d6=`Yk> zNN<5hRUJN-@!;qy^ETs?D|U}K&e#w#b%nE9l0Gvb)5kL`3++`m@bLhp+JKNOSOOrf zN9l#Xp1G!Q_U(18kRCH~j&mltHu!fnW>)e+Em+h?%XuFqNHbLj!>&cy=Ozy)v<*7n z-^AT<8&*EFyYO0nPio@a*!!NL$1@f&OXiLHdgJ}CL_F-y8Ay_dMRT~{_DXno67ri5 zs0C7^5+M9oTua6r=O#0X|K@6#8~FE#eK5UqVbl$55ID?Nd7=5fkVvjcZ`v>I1D0uU zb;F6)M~*iB!kfG*X)2>EzPIr=m$!g@1BJQ-xhjy|R=ABiy1K6k-%hKyc5Q}T<=i<> zk^jmccz$8rNmsA=-E+)jP|^U@sL4!RsUN|gAg~inYI=Hd3fPiftL?RqT&rFtEEMU| z7bV}MSS8ZjcEghKm2T=@9|5`?=83*YJ^Jp&W%m|;r5@NC%6Jxfd|C^t25me7qNCrp z2E{X7T+VB3%QryO{;^D?Y80vEhDCXEwu?_8@`M&T_)Knlnrmdse>AfDlai~Csv_kWSPEkP`VbmQ zOOZ68i@Je#<)EYE0&dwkNBVCInBTDN>vMIxQ(Q!oomPqxz>z>jNQsMU0SdnL3>#;W zgZ2wm5K)(VxAbf$oY3q}JW;wrLfeB2VpqQ%2zh^lrZw{l6 ztg~&K5yZU>KpdAbn#^rUd{bC@XX0g}_Suv$@j5M2(CSTFh@^Ee@g;o6@=6fG!e;+2 z=1%<*U{Jza!K8bAa)$a6w8Ozj{b|xj_x(H6h)3DUt%kJf0@i%JDscpT`35N=74owN z4-GE;;v8U@Yf?Zpq|?{aR7O;;Prbr5gpT*SW;0D;J~#gOfK_+{K+GK^ck#$5z##;B zzZ``7Lus{dz@8wcsZl5alz|wqs!P9*P!9x#zCxK?Dgm)?Pg;0f6C~S&DG|T?es#gk z1qH#ptrveYD+2ru`GKVvCylJzqzMk8G2!?5&aP%ytIRJm(hDozTnnUzCG?|D< zhEuW$2gyF%Es{`GV7S=SXYK@Vb32L$^fy_qc6@-ugPx<*@p{5^z^IX8y3`X>*iGb<0n0&dR9|jkBoH=7K4haYoobyOT#!3OnJ| zd%mlOR-P@@2=1=JUI_ZP;5Pcb<1Oj#8O*quz3T@=+suoK=Z;Hxx}=U_zJ=)&Z_m$_ zc0D30YyJBMj(OLPy}uu`i1_*ZoTK-b)P|?||80Gg!gRSIvh?1K?S9_euq>}}r}W$y zSf|X27;nzw?rB-c+n#LC0qFBbRyVRIg)djO6ufwlkz&qFmOo|refg*>Ja^yoK*hsw zr+ef7w4crquPA#WNB>@(=jLs(^-mUa!`qYxxeE6k9;DrE-n#b zYxOSm=028S!B|R3D!fkBX81LaFRq#N(~m6eQFnZhtU{WkvBpB>mizz8=B=^Vt^F`2 zNypL6Tc*KH-?x`F>Bli%hCkACyXc4`H>V5_-0W{09(i=&4Wa9N*iFp=N|_4hT-&vS zK@Ao{cjw-Nrh& z(%d${@W~5G7&U*}u2_++yT-MaM^m(EtNdmnCOq_r=}(tbr4$jQkp!Y?`ySCWsp@n=4YxFs!`XY=NXlo=xf_17uDb>*P11Y1MFCUQ5b5 z>)mKLKDf5kaUYW47+sqmX)fM@_RQo7r!22NCZ3u~p|p`4Rg;^xJ^$+O@Z)|L!W4yv zcC%%SCNRVP{QmpfrFb%J{AIIWV80-Nf=i$G`thHzTj1bTCj%FxLQ%+eP z_rJzdBXqP3nQX;FZK?+#hsu}zUGUN4xm}uSzoxW|Wa*6t@|s@hv-tw#I1Aq2PB!XU zo;J~h+m2yY`|7M&WTXf7E`W0b1q!c@3;?eu|Z9w*YeMdTy6y~^alvC6uuAlO;h`xQ;s;lh@w_va;d8eZM z`pyp|sQkW=1wEat}+B$~k$nEB_@!HeZ_Z`J{8)cjJLabBDNE&N*m$L~ z4+6t&=CTlW1q!}Wf9{zrG9&D>y(Gg}@JBjmQ8OAY&RL~!PhdH%c|=I?HM4|HU}Uw< zYTrUP%`Qe^R8t|27MnIWYEB``z_-C` zu10by$E(ELyd7^Uy?Mx_$~kt+NF{gGbOm@AUR;|r*XZ2*?%yfg^5sCi4QGQDBDXzB zlbP-O>*O6rx3kkfjoP<}zl>S}iX6{O#h5(beG9}!D`i(#;KZ?pu7Bv?7s<7StVhk>SByW{GTsZ zJ-LkMF`SabGj1^|()2?p3?akh8SzJs_mTPOeFzmQaiT@U*N1Sacld!R5nCU!cPt-f zN*1jT+5XoL_%lt)hjp^|S2a%^%ZC9vkU#Z)78iMTIr?N@NNv>4)T5N70+8|Boc%65 zpXSS<9_@Vm>@R%@3FtGA8U~&DUF$>m(N6Uoet-=1MLFT_@g+G+EOUY^42F@{rm}0g zf90cKA5C4C5+MhBaUix@D0#JHqgwf^(e@?`?c_4ABFZ(BJ1$ykoEMwy|;u zl?;YPPzSz)yrV((0ssW}s8tcOEg}h1&*~wH08Is)qc81t)qwzK9 zb0qN!EaSFNoNEz_bwD79D%YfLgzmBt$tj?^kJ#)EL@?YEw{k5NRwrX}8GE=lV#E@K zVnQwKytVH1xU|}oBUk8e(FFh!p`pNdA&5ReH5XW=e(3fd$pYnK&7LT#x=hQ?4(F~r zGo42y68cTILiV_`(C{b)2ySYZGkvC)HF|!#ku%t%3$4mMfc|7Qf5mK=UMF5D(Fs5?q>N`;FIc8N0A7te*Xp1PIqHre+hM8REvvE6}q5-M|w3~ z<8F+IbABRo*p%rOI@Rk`mMCr-D#+IBzxnNn3Mv?_Iis{XS<<;g8j`{W|7lCE?CSaRwM{>~&oZ2*ng zfrev&LZqvU%R_?29XfRA2$J^)yAz)o&ZgTpvJ+A0nQ`@qR8e$HIj=tSMIYI32hzLk z)TM=1&HI>8+j0WY5HB3EG)o`urhW81jcQpKX6Y4pMv8}GxK5h2b_8|-#Pq8WmM6>v z7~CCT)k;-%Jg9@5jl9z5MfA2JE4j6GoyRQ0 zaRYR446m(n+xXH&36VB0KQv zRm2ZgzaB;fUo?mZIH9~W)<>w>U;n0G@x?%85KpJ$NZ5)n|8qD&$GU? z(CTMGi{?%Gr*n2q{x8nCY4^0w_lxTmP`j}twtLH=ow<<%w}N1|d|Xc>S&22*U(*yhQy! z9QRL64z?ogza2@?yZ2TgSEjf%hZ_JhmxNs-J$FF|2<_yJZN6S{TQ-bgtr*Qcrz}N~ zGovpki8U8c;YKX*D90xTI1Ny}2w?Y7@Bf`2w+g8|(r9{F(U8BJZign=F|s^jHD`>M zD^1U%Q$0@WpY62^rku);8i_zYZa^4R{x)aJRb3&fpLe!<^H{CSD`|(p((IaOcEVbE7oE8O8jMahh10&dGgWrW2jgqF z&6-o3|D#ax1$&79Ep92gc1vn)-x)V7iJODX<}=H(q3zx3Zq3F`h=U)kcu6g^al&FX z0m>6+p0F6I_Bff6%-zv5xTRjK*YWgOjL-VBUxlkKKF${Fe^9%Yn65tFtg#dJcxL2~ zrq}CT)gS$)&E;lJ%!ob?(o2InI!N=yYVudkz;5$Rw8`F-hS?J$t<5?NGfS-I&Y@bm zDHAfe-Lezr{|GL9^0d!>-KYQX5N+?t_CbZGW4$@orBgf5xr{74?H;>`nS2z>dQ9<2 z=~w*`Vg6He8=6qRecq9uSzCF&0t@g6t+NTz>rw&=(hqBHp%wO}*zwP7t!jMb-t)+! zsk+FUJaMkmX@*~UxnJ`K!IDo80k2-#=@^qB5Eq;BCi3p8e>t{pp^YKvNAgxVrVs%E zqk9gZps4m5FHg!o1H|T|{KHDl&5ps+7S#vSgn4-%+)Yu~H8VPqcY4oo_eW63z*dNk ziE+=CVLojr@@zW!_{kHfoESuhad_V9^ZYk|#>nJ&V@<7|d zi=ii!ZM&M&GxAOHR{-_&!oD}0KY4c|?~EBriQbGX_W$L3f7XOw27RAnagBzz|y|E*>QquaFPK%ongV<1tPkZcldRIxQ^$ zP@dqBtWk0+z*pLhmh_*$>?{wsk(IxN_hYXO>PFWw(iRNjB$P&9TBXJT^Fu%+V2Jhi zW@&0P)~&JCYYMkRF%qnX;BdFLc|eXDf>H5c*K)kQ>8;LjL#9sO(pkPIl6ZV_sV(?D z34~Uz+}W<>tENTebpoVqlxo*VI$@PWQU%P%8klGb8@;|aPof4t&^#-i7o4vegJs2G z);YnlKsgJ7GAGDF9hkUYVPx(Z4KP+LBv9RI{LY+-2dlcjOG#PzZEbXDL4C{5@7qlf zY>-${&fgoAcB^gRv`?$mb_d_st{v*hK z_69x0PXZ%f-fqGG`y>!S20h8`2%3#9l%#{Q;CyE?d_le4iHo#>yaJSJ{h#f@MkNo&`XO zPh)9A89w}&uh%W(tG`|pZZ~P}N^hC2#a?M!m%f^#+{kNK>d@j*XoDF?r!19}o$8dU zn7rIiTjhHorE+SIdxvD-`!X$%OQoG_!69JjK^U!f^-rK>Xz(U zoA2M7Xb&(6xT9(=MelS5b?G6#XQ!R`7-~VgT>#Dvk}#Ek_1L9%{sjtyA|ippRvX=n zz$}?CD217^^q_XqQ~wKaM-+{TjC|inNO=OzL+jHaxWkE8%{I*Lw3>aBk3=l?c7Ia4 zN1-{rU$JMHbyBk_pa_ri_P=P&>dtu$mQ^fu37|TlR5#4EC|oK}0~ak8E>*sfWF+uL zf%Udk0O}EgA5twHP*DN&Zx{qE1&n$%EhG^M;KZWxn#{`69qVu#gMkG@BWEj{Bstz? z@wJ=mIlVyXmC`qdqzpgq$A$?K2jqX-n!Z3f)sWm$tJh}Z++OMa0a7PP6vSDa`?3$1 z{E7?n}d7_pK8k*Qmcx z44SIort}xSdQ}NzA@LExuZY7Tb9>nAQOMDzyR!y&r-gfWZoHo*@gD#*DVBTR8zYcJ z=i9%woYR-Cf+@l*zkT2@5l)@haL)ro?g0&K4I%G1QUdD)=Iku*%UK`a*b4`m~*Cja|+IKrXh`l=NY6i6jfiMyJ@MKMVp}f+OH` zU_Q4I69;{uc%m>7*$Hw`H)_6-Y!_CRK;EEOohzBHbND%(0Bfi>UWWh`h&7RD6)jt} zsyy0r(ue-GB8T2@y~VHd6Yh@dGj;OIjj(3;Ehm>rzQA0FI@>I81Ocle4n5w>B9BGnEV&6u_X^nW7i)R}+w)`G6+iFwYOm5ZiYA>Bw*3C5le+~v$JfyjD<|>+CN|*H5xwUk#QpXO zBZ$Jzm`24a zN67lS$BkLnL8fG8l; zI3$nlc^vGT3n-<`JrLb?723U@fqWD~5ke7oO1oW&hEe##=iq)H*&Lx>|9kaOw;Bk7 zzYtt~{C5YiTZILd8OUOk+Xa+@gwX_3q=Lz8^$nk$+S64g^z{GI;b)GvU-28i-s0?* zHvSjwCO`o2t~rdgewn(ay=G_9LZvhC`AlAf{bD4O_*xwFu|1aizfYq7+vx899{>H1 z{z4X_I~mPYu)syq$=lJ9ybO#2TB>2T$##wEdo9fBECQOxtdCkVbGqLE9@&9CEM04YB*4Yz7J&3RsvsXyS3YJ`ZI#&Sib{%iWPy50Ah;w$p+i$9LN9>>l1bH|?t)S%&QgW%gcj31?5#QJ+4}_D zLAg@^>Ku$3V#mRU8vvvKDtt{mb{_O-j*+G<{el0&H8s)hd!S~52uepL`-|RX^$?k} z0RbTr^=QuiV&r%L_=!qV4M)Mdl9x3hhr8AASvNwit`3rMQLYBHtl4K-Lfv zj4!X$x|aay4PC*4Z`0$kW>DHnfml75gO8)#A!)aa3uZVU@$?%aK`MS_!pGp=7fI(Y zC7DkkZXwfh&}Av|fkG5*2A`woMr*S-&u2AfYlM0tm1Kb%0LZ!6*sF6Oj|v!w9t|)x znocPJB2a; zMyV33jHQRd0|k1ToHklAfQScrf95=8Vf{w()fcamB`ZUQTfqiobGOP{J*Aau? zC9jDcTJYk9eZL%OrK|-z5W;gUe5psP^)M?t8qpYHU+`>VNCtqUkiV_@Ad@?&heB8x zxENIa1zFyV(8eTZh$+q?)()!+Km=$q9Z>`3esyilQALtC43a<>|3zz#?Lq7vpkwq2 zmu`CnF&0T|4-fVev7Iasm6IzFZ)&dj-gJ@(xlp)Bf{qU9XaZV&ebphIB+oUFb|fL4 zIrHYl(mer5f<#?NYGJ6$HTO#KVW*DXr}_EuAQnLJX=C^?$jlnRPf<1mR)RhWScAL& z27@Kc((TuhMj)a>QkkSgi?l&-e^a20wt4{2ZK791;qy|AM~t0&a1KW>f(L?@iGZnh zI2WTMgRBv{8|^6wYD3gzP>7bB$Xs2|ZvLR5h1XMr+^$Wal+i0_4EpR7^jnFeqs1=6 z8;WCOOx0Jiv>jY^(!x%ctd-Db#&02`5Mq@M$;%y?&POP_p{xNiB+l)(#Ypv zHaXcqcHK*hjR}2LZ;vX5{BZPZaWWm~Pij@3Nb1(H3W|!AmkvGx+1u@*HvmJ(TL33> zym~o>akhfgk04Gx$L6=$v}$zyv4N(sp5wUpe(~(8QxTVtc$yAU zmeUFmHJ78WN*v(&RSKcBxc>_z`tLLVB38diSGUl31j~_s=^$>RWYsXpK?k8JHxKEj zf)|LGVXc@V@EpVZ>^7|egC)n*hDx5uoFFQ_`k1iaKCIj`Tr)Z*{YjJ1-Wd;E=hdX& zmnM-Mm}zYTP7Y~-2SU*i!U@(e6R=N#2>7FLN2DYqMn2DiT-Z$n70ZnxsCNU}cr1+V zJNF5L+60|5%keNqH)A`Ds{{-CArm}JisgapZ><>yZl8Udj?R)L-5OaW6ADMuXoE05E;FR(Zjr=(2HVo1G!h z)8s99L)fQ-H}sD<^jh44*Ys8Bld&M-4oJF@$g=s!j}WR(G%7tFFiwuf4c2eF2fn0oNj!nfG9e$c>s1=VPLY9Fc7yVIrx6NI=<1eqSDcMB0Zd z)(6!C!B{XSfOk43h?QaU!RqyzHuq=~^$0D34sy#dXn^Xbf*nMD7sMopB`s z6Lwg7kc`x?C3}aW(q2{9nDifz`X#n7Y1|_aszlFi&-z_4h^>)~_2}WGtM|e9Mm3OCT{`v zO~TCcY27?{q)X1n!aq=UiflFHja85YB#81lN<_^T1exghc59trx3rs;x_ySdVlDgL z<>G}x$zs;Iix;JLJK)~k0g(NB5UD9caT#d6Dk^=!v~WlU3~j79>ci!^RL%I>`ZgrW zU#?rL8#)*oFk-Jn_xC$YQ~XL`I3#K+g(F|?Xt3DCXGJ}s+s`v25;lhYuEGm8f;H44 zGE$1F3CW5Lp*@^Y3D3A2u{mk|q(bLPxT|F5e4MG_@gk7P-O6JsK5v-=D~YBHkW z`PjE13%sZ#6VPB1Xn-q%nR9lJfcw2Hfx#G$#TB3}*@)fVWP}O7Hxcy3LXztT-uNy_ zJs}1_BZ}DZQ$5n$Q1tup?#edD6~byR3B-;=1FZE_++*c7zZ}SRJ9RzWBcrUWY#|zF z-L0JlXDRdO)3205qIoxNV?qP^%Z0tm)T|njZt2$sKn{W^m&lZ35O}v|a^?#O#i2mN z%2XZc?Q^w~F-^aTpt9AYTkwT7;;@W`wR@5e`!{$E*xb>0f~N!p1{%DNstc#Ykh)mZ zq=sAxJ9&^yEkv-LNl2bkCDZ=uk=%T5=X9?xj>JO%+K72Apm;+cA4mau1T3RFzfxpP zVJ~-hM=i$b?8f@MrlZ^KGt)b{OcC=h&cFI zG`q6brWW`mExn|Y_D_hJ<{_YvrH_Z=$~^2Td5X+iplRs#kZM?XK3=6a!31Hg*vsSC zygiA?ngZwl{KVeztpW2%3tsXy0?`zZ9@lj*9LT~+=8ieRya+0zBo{ic;J!#N4|soT z$iy5DX$jUC{v5#7J&Ex8!NS1r!y)i)kIs?`$OO#AIZe5VCsgez)v0bxe~0lvB+Nm2 z`Jra#OsE=$0_O)5P6#r|&mgDTz7B&hSs+PbphjAe^fO7qHXuQ)z%15eU57&OgC$ws z{e|Y6L2d(Bf8x*MeP%@hNI~wP`p|?h3Kbyko>P4YHh({Qi`=S!@^ASW1i)kLXNiqf i3}9ye|2paib6{&wvhlzeYJ%vJH+M}yw zNTJX)QYh39>1gpMdyny!;9p9f+NPd|T#kEsTf5s+4p@7-I=Xl|p0p7-WAE;9(#3g; zjJ%wTqLhGxr>CojlB}%L|GYxR#r=e==_ z8Ts5E{^o6Z=tKqW@0~Rr^mGSZdpj(4X+5P`b?S(*dX86g?np+O*S#-hZbqSndB$tE z?}&=-eiPcm7sB{evXejH?dkm?E2yaof}5+RY85~DzV|rzv8dhm4J%!khG4|MUt)Tv zGMp)_%fAfvyk-TI~P+{%xe-&3`|odyuj5-wUXV zroz7$UcSwp8u{;)-z)!rzh&Ra*JoF<(5=`U?CIrY@c6Lwj-5MuOP3Z8c^!(r79Ss9 z?{9PLSO_iC`eWtiSNqKVPN}!myS*dysEto8|}$~Mw*@8 zBU-z6hktA>^qn~FHs6}(l9l7fAfckd+m`E8aYNp=q0sBJQM%zuB_*YX&!4p~uHP!> z*dljZE%@ljpG*8|m-vGhSdAYa4$IBmwtxTrhI}{M7~Y+np`oFQd^11ZZK%H?Pjld= z0{)vyK|$fz@#C~RckXm-&u2|fPoFC+iHM*Z3!E7ruQlPt5*iiJo!3aw|9nv(wZ{qH z(=^{zkW$v(Zds%vDamkGEqM3w;}3mqy?V8iQ_57o>44E{NlD3~fH}6-)>gUAo2lah z^-@z)1^zgEZfGd`@$Q!VsV1>V+YJg1A*p~5M+f(` zPb{2jOkH{Q?AglF3t?d?2k$7Y%*;#1+u&J67moQkByD7jY^(4al)~)gm-Xo zaPv@PbaX}Xu5+%_!)B3wB>{6ni<`^ey<#2GLIHV;mgoaIAttN2mS8jyGXg|v9Yteb(K-wxOHnIHp})+%-;SWFA@+JUyTRXJ$UdPLS1rul?J%Fv|IYK)a%#zvh<5 z-^8rbZc+N2os+Ycnnh{n&bszsEasTXx}9g9Xn1`{Qn3ga9%{~FXnMcrs%T_e*XXG1 z3IT=f+qoV-dc>91ks22tFXGsod50zB+3|NbH`mqQRy;(fZd&Z;)%{5C?%Isby1IP< zcV&+h3csjtFYv%eWADl5%UyvWvS`Y zKY#w5o#_l7tCKBF){f>((@&u$$E+m4cj0%%nwD4ISw3{02cJKG?uuQT9BN(@FJXK( zA%U~LzP_Qz*8>m3J~P^R-M9U^tktuCIrki=HqO4<_;YwkhEe)iLCx^*N_x4;g`Pi! z_!j+#zDS2%a{Bb};%ui&XURM74TgsfW&6)KQ@(1ZIypKXv$qe6{$r&UISzs^_CG%Slww!9bmi(* zjtn)~RNtwiM~~|6+js85g;ndfJ2R@NsBo`am*Ua?{`bVhp+QBY!n9*{dNLb@3>y%Z zth~HTl+FFEM_-*`3Y?$jSaNo7pmTC^LQ?9%G1}ojEp>@cB?^DF>%f6O^TlatVvO8! z6f6>_%a(21cJJLwfA-utRvw<1>RA5XmTX(L>ag(eRPWJ_9?Ic|`_~N&4)(mewY{Y@ zSdE!yM~KM2gkw0KwfRhj5+<23Sn-Xjsz+0LGc60K1$Js3&N`~n*{|j|DW)2{7}NUl zbo9A`t5?}MrOnSH$6EAkef##si4SsiH7o%Ov#iKE4Gj%(Elc0uvbTKw+KmH9d49oR zlZZ%nLy9Je2DgERlz==nNy&Z6D#^Pqt~Z=t!>e@u`*%C;4I3(6zuwjTr?ez5&!uzs zql0(u*R~h=va6rz;s`Xj@3?yP>Sx*6uP<)co}7|GB`qyoSzX=x@xi{|Gc(oGzuLM7 z2hGL$Nv)}Rw&`XBz3`ST?8vdMo}Mcx*JQ2u4jw#c*oSSFKVHv$d#5+Eo10ribhKtb zfO6`+d)dz4l(^Tg@9BDdt|i~?UQ_nEb?XM2v-oAKN*M7;PfW9^N$T0ZpAm`eEFRCM zEn{J{Bb*mzcc{#b;YO-GTh*rA7vKk5@Va+Ji2 z2nkVB^s%zab)v$;U5kI`QBG*F#7q=!d7Ja)#gDDn-v#pFw?4N9rW6DJD5wU^#+~3r zS`N$3mY1>255eIh-+QdLn(|zSn~`S+3v$f4^mOq{Jc?(@UshFhH{R31Dr=Vf@Y2!I z>8*{I#3EE;-6)jOztgvj3LcweQB!UzoTN_Ck9c{yITfX_;nSycD1+uX4x#pS3Eg$q zWjBB5?dl4_57SUAEiGLKo5b%wdPGyh_xc&uiYy38`dlK166PlQdl64N&J1%S1CRC9 zah*riIB;tl3w@ZYhsRaZff(d3Bi*Wsw~=WpX8jK46ciN9R@c|>H$^lGQd02iH}Wmp zZY{0vLp(^+NM>Ks3^Y%5Vq1}Os6*8UhK3})?__3XYEa6pE5iFsk*>Dl_irw4kZk`^ z^g}B;b9G3=yLShUCzh3|yCr4?*IpCfh~4H86%i3{m$}R(dz5Y^b*R1oi*B*ZueLlc zY8LFRa&@n^le~gLz1z`gwWWoPK~DHXsh4Vsie?T@PIvl?Y*X~bEOQ+b>-|%*vSb$~ zKB(FAeR_CcgCK>Z_ONZ+w)Ny*leRdVmYFG&dGGL3^KvBix+lFO-(Hok-+C&dE+ajC z^~IQ&%B7Ky52ED+1O%$j^owRGHm1(RB_t&L#!eZ|s|EfMZu;_tlbU6u^`)ehlK^74 z&qhyyRs4Hzb!^Ywni}0P+lVVyuCQ=%T|iL%c-(Qc*pG@*UQzMDPse+>g^Dup^~EN? z>0xn`Kyh*LmKP`1P>vzw6cgB|YC8%%Hg!5J-P9MW#I9yrSI~~xK1Cjuw=Q3i*td1- zR%>TxW)BY!hf}Ab@?zI*p&c0+X=rSG>uqsnqf zf+J7=etCUv6%_>wFwl~HuPF%mY5!f-Bbn2KLqiqq?L5biAMa6YE-WlW_Efvi$0~}@ zprQPpnyTunyDslLZbz~OfiF0J$|@=;PoG{y#Yx2hs;RBLl5r24Oh-qj-kf=a%5IGy z*VLcm_V$8;f>f6;Uv@vD8N`IR|MKOFVcR>@id-iPN}PH39TH{d072IZt)&+UB8QNT zjT#8$wz4l99#oO};^KH8gR-*nvD2rc$NTCu4;?yG)O8I}mEYdXplfeu7s1sx`0Z6* z`!7a%dNwtW0*gH7XV0F+%^fNY3LKM{wJI_CemKI{-#d9 zH6-t9`10k=)lGVp6ImV~O9JP4W+FM6U%Y(zE<5Il@0;iQZ|^WzxbY0>aRn`Hs^$ge z8%kahH@CaU@M$b=H4uAWTdUDo5=gSw*l%xMUfvk&Uo@92N|f5->{zd%*Kq4ghOMW+ zRN{bUpZR5e{=$Wg^75=RBi|~{uV#0h_;G+_5ahC}LrUYCIX*X~I3y3Ri2J)k1~F); z0+27kf~{3J`Edm*(}jEYHlnI__w)$8jQfJ8)<-)v!;d)2$Ckw+r@Kk zyw9V3(_jk6N)4X-}L(A)Fozwo$gCCG`c5)7Uxb-fNOaGnMJZ)zSms#nfSr<kL==ATd*F7EIQHguMzBrNZGbRLV zAJ;24P!z+j#%FGBuB)qC)=})wp?WkY+0@XGjgg6|N~OgOg3 zANB=VZSozwv)P_LWVrf#*!lCi!%IrZ%}*^%j`QBUc{9!Ig(&4`BQ457xW1Sc@>*ko z$BD#hy<6Lu)Th(v%v8RT4x~^{i~aJ)fNzHuda4-4O07zRq=WW1;`8NQyVTP^XLy*4 z6j~Oz_vlE7Z*FfbFV|QYU10unSOjr1rh=rDs8PLJM@KTJ)yKvrb%(y>UIouTLrF_6 z9N!h2L+tbyr;jR}YSPVA(z2=#*f7nn8bGH$-TOj|e5s8hB|%oC2lz?a#Jv+!md62} z{yoE@Hy+rY&wp{jH?i&W=g*B9#*&n>NcK(No%bQ2s~Eh*-7VcnIU3Xd*&hC<_W9{% znfnhOqy)^3qwrTCX5AOuJUnOwI;m}+E1dqqNC7^+Yn#|U{k9i1ttU9xU$)R|NOW=L zo=&VC-(BGS-@jccq(c#&j!fE<)W#(ZxF2!xV!Uqe2QBc6<$rfY<+giL^4nj*tS6{_?iA4U`7dyU1q-dCo_So|FG$ z2b=aRqzRd!CWJEcDyfUDwJ8gs`u+R2x{=W}pQTscqrdy_2Jcm=J@xbBgEZ4@AvBRB zU6Vq}<`KMc<3_jH-_|>nlx%=kR=!$I-%{+q{m~2XF5XG%_*ay8h|&XAZzCdMdi9$;tD86kMaPJbzwk8bkRjzr?#Us*Y|2 zbxL-2w!W2>Rnb%QJBHON0kit1ug*BRts^zPz`gH0B8=@9!5!r@RUbbZ(y0#&4?k&e zLvwv?M_y7=QUks{a;(oivu(Ju})#7rD|t>wT9t)mDSfX zMn*;wMrY#3JNeUJq@<1%8V%+n1@r*UwLG_Hz;9`B)PTP=#nz^xM9m^3v%Q86^Xza{ zKRF{NTkJPgp6k^1`;(qpO3>dwfKj{9G5~B@J2_os-MG7~xtWVg#xl-4M0z{$K~H?q z{LH9qb4F{~lHU_7#kH)tUced>@uGT3jG%Hr#W|clZ401~AN04d(&J(2uRTdyPjjL$ zb^)G)v(XS>5s;B##)>+06e+g1x3jRZoki$H^~=_6wy#}_e8F3BVT}$t=gV<%6y#6O z;TG25zf)XbQ6!G8_+?SLFwQX2UT_Y%Gj-QFTC@V1C@QrH($T=*wn$I;-lKd^o<8L$ z*^YWJ`4{|Pr?Tf&l)XqKw+qhS3U^spYyhv)^Z5&*_4W!)gAz1IVWkf<&9+%dNk(`v zHjq-%L%2eNP|HHk)i_nJu~Aizk1>R4tXR1+1^sEhYd19r$>a4mQhE~D2&=$z!Grt& z&(1T9mo8oE=|p0WMyb4i|2~C+R|0Q^kuWtrAWZPedO}J{#I501JvKl6i@aNsTJR;n zXRM;p6H`{+oo6a5BiTigHXI~RbLIcUTzdR}AS4IDjP7~y?3ucajZntnrx}9}S@6tz zkjyzICntY*SFAGL9u}c1!krqOg3b)>)8oQ*9Ls2xFvQGQYAcqDN-BpU;+s?5CYJ0EgrErvdHHmlsd|~%+(sKPL855Q7(BgH6#~_Qj(2DoNf$^f6x(< z_% z@9e+4)KTKbQbN-wx=tuxJa}mLL}WzCzJHu?Rb0m5?&(s-Wu|3B{7C?-uwo#yLfS3O7LT=nK%T9d{9IA;mbsC^+xjU6l2 z+vhWHXT2=--v>}=6tJpg%f$128xol!tCqj+WqNsacGmd+UMFGLM75rBwEDruNzIH| zZ(77w)xT#+50Ri&pcu(MiuBDDZIIfizeD{5mL7yGH5JWv*7&0&GVsg>C+}rYq(9bJ zZjdazkrH(|T!TtUP%xD0X2f0st%ZbAh3-cwHc;-DyHB~_bk8$en~a>4^6=psfdg6( z)|1%B7iTq=7Rv20&)KnGa&U<96n&_-KbFhn-?!0LkALji>38c&mcU=95I_#Y0iXY4 z{{$tOW3vq>V^z(l%o_`uwX`}n2C*%ltkfQsWDApzZ#-9;bRQ296}ocqZa6knE9^WT zZ(zPcPm4UCMj7RR)?{GMBOyG=Vs~jl$>=eKC zOOn<2A*1{z<8Ku59;2aTwXPYkA2S?!P6@d`DTSp>)p)bK{zmE<^bJC(0(V4KkX;e% z-6TR5jw;QDdGcP3QTi|YrWNFKv_tMDkjI<5A4U1)CcVDYDnhGk=zGA+0s$%|93|ic z7P{{YL*yI&TiO79iK>ay|;*?@N#jj3RM@F@nT~QjQyuVti4~0 zO-fDOb}Hf1wO8+I=^DUd5z+=R5r696D$|QGQx%Hw+fI3fY*SFM3lU8Ae}?YSGg`1<~yt3+CGIC*lH0Lw9u{l0wj&moWxQS8I7u~-9?eWxtpD`zy4GB$Xpn>o4hi$W3-4h!boK-!MFl0l++TT>aE{}vvGePuU(ydg_prJMdMa+{o7S(?GU zuAe_60sf@Sb96I%K?|{PaD=_Rx~Ui40O1q))Pfj6Iaz|aM5dPfo^&$HZ&UDAL z(8#B?%innmzH@V$0S!9JY9gmRG27zc;PBnI9!;v-uhy-Et&=p#TP8}|3t0&Rsxz{P;{TiSliaLmy2jPylZr!?PTYV`a zGV=B3$0o*&$_PaX0pq9Tf!__Ne^^D;o5Yc@moR5+q|f*0XQm{Zy*R#kCOWsX*gvnP zmBdY!6@s1Qijn%cwwt`dGS1|b4s%16S5hjcwa`8Hpe3f~?d|P7heF3;7`=9;>orYco5x@Zd3~Qv$nu*SMKU$Y z9xW;ZSHz(tDlVR`-rv;R{NZI1Y7XUV><4lNdoEJl#Pf@(?RAV`W@3^a_aN^GLIn-# z#rnUgzd%N5f0e>Z4OwUu$Vm)xJD5XF*lG$PzYDB#it)w%J*eS+a@Ou8qa(s`8Q-9|iua+;7jjrx2>;cR+}AcdrWE0+Y# zsh*m@)IhN&Ts%=9ic~gkq`^1Qfht8H5EByG~SIj4)N%B0c%|R_UfQYnv%dzem>!rLw(J%G+E+Uo)O&_<$aKTYCE&6!^;@(}mQt zia0OcayeAV5GlU?ezXU^ve0`-EXb$VP*Q6uYK-i}+ZUAwj-Ffh<~`?&~RYXA*^#X2{&bm)?}(O{l|=)UfU`bqA$xeo16%FUjc!_Bx-0j;jK-|_J@9&Y@y0z-h)KDXYuOk1MgQ*L^?DF0tmV~?%6%`HZ zP!*EsSgs&xEt1SsH)FFUED>v(=skaYxN9}gKiGJ075bD5NY9Qf�h5m4ot^1Jw$x za6Jf#D`HmY;lb3b#B-pXG9Z%cnvJD+qp%^gr|s566H3 z({;M5;=c{e|L4bSZSUT_YfRBx1tE#^)T@XzyJO4YXA@0T=()n-G6W?GC1~ldcl>QD zO-&j~a_0L-Wo!oTXIJk+R;*&9@%)KEYREZxh{#qKn0Ymh9TPx}x@G$nZHv&hZHF`c zE?&GSZ(n;&xo&QD7Dfv15h;^mEhDAn;5Ep`@iYh3Fco}vU2=3Nm`)mWi&dkgOP9cX z{xEg^)%wzBZv26z7r3$?>ryMq%ezKKnAzFc!BuKr7G*aOujp>avlu;D>lH$ay$?BK z?3FydfgUUXV0_Z2^~{4v`Ig<4Ohw1`#U` z){d^Rly_%RKU` z2kbkPy;Zbp_$)&X18)CwW=K4W(yn~3rdPRU>s0defn&!*WcYr(zY`6amMBr1{Vy;m zZTf?XGtg1IQ$s`J*~w3$`T6-`DWA2B)-MO`<-O_d93x!vKe^jJno8)_c^su3C^tqb z1ryE6$H%9;fB&`CyUoh|?I3bfOtOyV`%Z{Lz`6*Ig)8|1lH|X)sZIMMfA~Z>yTQ{Z zw0=z=ufKZ7*r0vl%M&xwN24ptZ1StVxZwiIJP`qjMt*iBgYb0S`o+IadR{(0`98P6 zOrS_TXxheRFjlpkge3l}sNWtGCXtFNV~(b_BCB*!g2SC*uL2{QVjc!A8BhhMXY=r@ za@4@UpvMWd4SDcE1n4Px<8O3VjKJno%D@yEwX-2@mK#`7E0}a2zFidjNLW-5`sdp2ewEv4zot6y&i+|XLit48Pl0lU3Q|IQE_W5Y5erup}u zp39w;LkkyDkdWbjuQB=u*jgzEq;n{8$kCU_f3up9SadMrNTyPM5kv8C-0vne%)s-M ziR3k1@fLPsx(U;Wr!v>VU!NP?uvz`82C}LE3*EKFfK!x#rgV0Y%-4>(7+5?zMuol@ ze`)k>ZK_c9^0MtEQSoJAX5E^NhbF!qr*-&D)*Hv$01GiNFrW^~iKG%RC0*U!p*cAU zZe~y@Kr#9F`f|(`rLqi+j#_mUmWa}K$;im;eQIJLZJtAjFA$ZPeGd=bp~n$IXmc3U zMO}i<^yR5VBS0PAnm9#N{3gqQ?CcZro6t~`se|w zGV~JNwCSGt%Tu!m`Ux*4kR-F<3axEzX>fcYQI$hmQt_WY9~--7^XAQ!_S#E<0d0p3 zRhgHS-v@?$67AbNL@SD~iVr596mMGovKKFEgBD`t(J<+hR+ zJ;=uM>FFmg=RP)ku-9jDz#!#zb9MD9*cbL@%~-%1LKq`_Aj~FWFZS==O$)gkL>0{> zq~C@%qoy~p{A(cb5KGX#-4`{?&DS&YtHyv2?E(sT_Tt4=r8m$iKzLkk?MT&Ti0s6% zAuxV&lNG%ZP{ANZjc6A+#Tv~)s83S64$Ld@=WYpInu>dNcJ%6sTwD{Nh`0;Q6 zdBRxYsfgeT(Kprgn~~gdJl$Ie0D$k>qaf=E7LVb%+?V=Xx+uQn~> z=xgffW!1DjfP{Yf^pHmSE0AqrhNF4m%)C*ZLGw(2L~JvK!F2@As0N+|PKAmZegBAd z9~SR7*vOYJw`N+EG6RiM$`7eNeli|NYuJ5$8`g9c@*7O ztYYTTPdjSJ{NMKKBV9i?=}u}Yd_vCuVd=(atyV#E+CPFeY}kNsqY$ZD&i%VCr3@NQ zRfXeDuR&p%(i0!}h`j`PpyA_34G2X&G(rUMbcP`JX;pVeNMT>~`> zMj@+9JH_8MHLb;4`7ACd5~}S*OkUphkl~}J)feZlUv2-f=T&}w4deKpJ$p=Z99U6U zS3xnkapOi;HGgm=R_J??;a5OvDhdz>I{-KF*6fbuy9f~i5g^|=Rf@U}d5dGI1BZotw*b+rR5m(Bl_l2n<{!@1S38u2we6-xrkSORaMnF2NjOB%Op%%83>XewompZ zxcAjkQP4C-K~V2E&jqH1tWkxW-k9fNMbtlvF!fKD(!b$odhYGJE+e;PO9f;j*Wng< z;-w&d4Il@KI!^)(HFekUuvDg|(IYARaro1x(u|CZ4Ov!dz<0ff0`Qnh2a}XnuUfT= zys@*hvuU0)FFK7FFs5(4_&Z7hqd{@^fRBgWV;91n6|y&a#fnd#wpa-=)-YG2+K1sh zDxDb?%a+}?jT00!QDrLUzZVDBUI9YI9uVh9Zf@=XP?2ijpYzD}J&0C1M#lP?h!8+G zDvFe}^n>Zhqoc?Io~QU(P*YR8qJ#&$w3=L5jf3tX{U|*>G3!tIv42=VofLtyr<5tg1>o zb^Fdu=;n8!F_Jk_cpg=A&v5jmOSEyk<&X9!p7k2~k^+;Ld)A1GbNh}WpE2qU+Z@XX z+c{kvIDa@($?hjS0w$j{u>6U0u zPtRGXNKyVH-XraiK#|F?MH2B6B|GZpr$_eyq3H8eV2Xk2r;ZZz;OH6&z8$wo4>nFZ z)E8(Cuo2U z>ErKjJO2GGoBfIU8=+VMAy^DMIy#=cd|3sOT_3g=seiDLh{|Kgktwj?=$n}6;1E?- z)O$>f_3BX6!Msm+{W6;U2LR^EDeovx89jc~za|RS&`>m@W=(UJm5zghn1-ficVAx^ z{0e*OPriGH(?VA5wu(PzmQ`tjkMiMN7mAsIwqeHPkQMm+U>_IqM9sI{+hE>ziLEW~ z=s5c0cK2C#H@DXiIl6j#H}Y{VLN6z-1F$Ht!xiQ`T6dJXs01x=W9@3{>#u#aT^jke z6V$qL;2)z?_Kv=uBkk*GXc^18D=su9@1h~)4K;K}z^t6a;U^Kul<7;;fYh>M{_u9W zLbp|LY+)fJ5TGAPw3M$_`b6X-@|p0Zg5V`p0Er7o8N|*Bd&O>WN+^a@{QUgHwV;=z zd|9#n_Fm>?xMgTcNC}^L5gKo`#Zg5dvCdc+Ic;WtcXO)->ZLELyt}5CfP(`@p*=T2;jg1Y(?!(s7!1*(m z`qHNsN$IYyr`T;#`Su?EZxKZ`7x`RvRfV_e+;GmYeTdQyK=P zM4Qmywd)g4%c}=hBmZUFRx=xc52=oSQ2G+TN9V~5(e}+V>k8rNZ~1PT;(`qw9emT% z(*!Ys(s_oqaroOSE|-oX)+~igF$29b*0iGV*ep!9xe(vcL!=@g!Cioq=*#Zq$7~+C zJ5ZVq^({RRZ6{l4G~b+p-=u?MTke7G(^oDO7Am3T4#Oeco~g3gjDu= zm-8(3v@h*|p?Xe!OY>{($wGU3`#tf&sK*rDskIO9-xt`i!!#qn*{iRrp@D^ncS$P# z$6Q=uagHMUvn9-3pajAe>e^kt5^)~ZCKQX<);w~A7iBa*U~V&TcGtjw*x0a*_UK)y zH*elh?w7I<0~38W@^M&6i7NKb*rEB()xYyI#4?0`U4LAZ_DDHTum$q%4b?y;(kVwa z+`4&F!eFGW(?iH_xCKSlLwaT^&R;@l8Q2MP8P|s%d>6Oa+gfXSj_S`&lAg!zg_elW zufYOwxv;CS?fVk-IaP-NYk#2V0GeZ9)ShbIK|4hE zx~b?PikR*G`E&J}HER;BYDv%=W^LqPT1JPd%IT+Avvc+f{_s=?ODODNkdasC3Pz?W z2gj@r<|F5HGxLuhKfnm@Qdg(&sRl%VwmF8jxM$p{H769VVxm!30*Znod6tt?8Ns?y z4orZQMJ^-uts34?YdgF1Xj!|!_aT>StE-1p767zS*~vOigPO&;z30~Z2IV2IJ{L|x z9;{;c#fwZCCRxnrkU;tnW1y>>8|wvk^bZOy9XyMRi>_W?+CVSp=H#%BJfjt$yxm4S zR7l5-WzxE}&53xR!0SK>-uEO%dM*9L)KO2QYVcF6+}sf;Y_E~PZAw#T^b$}~Q{dnv z`ySh)RY#Oq-HH2okywm^&&coG8gbv_m-`rw=2Kcn_dK$>TRA{G2N`Cn8 zAz0ftsH(qVC1O^L7xlm-)oxn1-wRAdj|=jlX|Cfsqy<+v z;o-@r$5HJmc!D)xV>put2LLczn)yo!67Mi`=q=<6?c2AHv{W!5kdVZKU&I02C?}`? zQvBeftTsrIBgijQl@3(4gveLcX$irAVlA?KOUXB{-Hw^ zmpAHsFS+}ldjUkxxhM`v;-@w(a2FxoWb~P@VJ8CDfAz79p-kwrv`vEgNrTN4e%G3n1W@pU5KL1pSe(1?ZTKW^CxIw;-$3$OtCpLNw6%uXA=CMs7cE8&Q z(SDqEVDvg*igRblMKqo%sOW6-o40Hsvn6SdAA<+cOz(ecRjNuHsUB9&uPyBs7v_i> zN(QRH?(afkFv+xhjc9cPxkUUpkaO2w_jYr;Z02HW$~`^W8H<)qEPx4c8Px!TW4ZPE z<_+WHn2otIS5<**?TYahQou09KncOXh0Rz`)eg6w70blJOd%X#4j=DFR&LYwD?rh? z1m9>yW#tOUUFX8XX&3*_Sdq!LrG<$#;cNJ1yz1c-CR88HgSIWttl@bg1>Nn>XP0}sGY?9xH6RhnJ8|gl@cAtOh)f2>NX@Z4isk_v6@Z1#RnY^)8wjXJ zNHz3?)hLtj_jN0Om{D&bc4kt694+Kdgdq+vCbZQ1Ji z`0ME8Y!Ns_2O?~Pm7SE?^A$K3<-`{7*hH3$83fdWC&k8*)B42h#qOR75x_O8Uo1#% z%&5X)C;#1Mh&gm%6;Xys{0P3~9F}2R}0qw;q2lwjR}}7aSR(?Owk0%IyDE zjFOf;T)AQ&B1ADSi2U zNgO6Ew}+6sDbkXsDq4;9jcnVZ9=t@RA77l%BOdg92~wAR0*i}_$@mwfk0U8pgfOL5SQaAwdtkL3#dY10|0B8>FLWd3n{?3V0mi`+c>iA~c@q0;e5=l@BZq zy5=9PduB29MF=qPf4fm^#+6T;G&rT1gV9bvrZ5;BQ;{JNP4V+>JK!9Q^xcXIC9;d? zw2~)nl_1Hk1NTB`G$0TIWk&^7RX#jRwQT7Ewb#^@i4%`;d?_`be*i;sVdM;Cx`L;t z=XX_|!-qL7j~r>dzlWXRM1Y*V(pD|wg*sr2dwly)h6h?-K5oCK0$1S*0so}wJS~+T z9HJf;-u3IFfLyxsI)gO9C6QRff4&Ce1y3st@v$|$6xZTQ&|7GtF6NWE8vP1D=rwW_c#$5KKuiD%Z`xGx_U&rmAfrEu*qFP$uFhOsT#*)|AW$imgDs`FNYBvZa?bRH9aw7$EseR=K&#d1Ht`J@9rh6fJAYCH3J=88BCF3 zC_g>us1sUDFwY5emFqM#Y8?9k)2nY+WP(R}`bxr(G19Xsr_c-VgXs3>$MqmQ=zK=E`7h!kW{DE&8 z?T)g~ZwjafSR%r%sTN1;Z8JGL0uCPJa*}S6(F{7VFxP zab>1>wgJ3qb3k(m`Slw9g=;PlaCYBO@=IDEB% zPokq4L=W6N4>VF|9E2q$v$=qFj2N(n10)4F=LX!**m;^QTei5F5fzFITih?1MZS{+ zRIJo2VUU0mlL%x%3p+#)-i`nfrI}F=FLO48APm|Y^e`mA%p?d34UOpqC<%~N?hJt@ znKC&a9^Qiz)YDEzy1-ToN=Y%It9wltYluI4cyA>oUBc-pFDs*v(l9~H1&00WUJ)3unZlLvPPqH`67=1jqb*SiCz zQBhi2TlfBAcVYm#nh3z3gaV`0U)qVuK^(fV`Cf~Xk`l13<*{mubVrVSQ~qGwdaWhN z0YzTfZ&EkKHXtAXwE1J|J0=QGb^-5*l5-8+<(cPC!}>crO%~pK*muyw)qUCccICpd zPf zC+r~rGLUXEE{+Ag?w*m9tkhC*j=*VW=p6P3HwIv84@5}}0;Zz1)jXg$DnXVJtiieB zVil4*@&5OaO6i-y$8LlR;;p5d1uKM@V170kFu{kYzLiLs6Sr+8u3Wwx ziWW@W%8DPXeoZ!{RUYEA0}>e9avlLG_2N+*_yqJDZ(w$pKQnAPc1F97CIqwuz!g+L z%dYA|nA20CXF<^^1G(A&%wSmuAuSb~%+_XOYfHwl$EE@ftaX<(N)s3p*&7g0)I|RU zO=3%-mn8Z;ESXY7-Ue>&W0(>8JwAT+`t|Fx(JUCuO)8)JHT1owhZ@NNcAY($a}yW| zBlKDKzyKXT|6NP9UigX_;0h&+Mwrr7T`(v}l(#d}D4Ekbyo{qrXkSsxRxwn@#0*T=W8NPl1nPsPO5dD0#s zAAqgm%%X<-)5ypuJEBF+yQiTvi7Mvh1efKy{3s;q>V|9#?Jv zP<)7t=|gE;?d?6o(`LqfUPF*Fm*jEhI_ekkl9B-t@Sb8`yy!;Qif7K8IRl?Z0=_j-MS)G>s>?P?6hHKk_(Ldi zK?^>^E!i~KbBBiH;!EB5_y`c)@s9Smu~Rgiba1lVh2lWfclVvCcZk#p}nBLz$t-^}1~CpFS<=#!pHc3Lv@0VRm6| z3!D{1C?ky?_Tb9=77YcRKx7)+PZAE|gAlZdTTY>?wf(rL|??<7L^@Z*8$qMJGT?K>k8h5=(D)W z0zJzc{E3`Xt3ttuCWJ88-ZxBy>_(eFxJGb?xFdi7hyK|`PHCU&ly*gSI&G_a*W7_A zs_`8r{vPPW6Oit-34U(eHzKKTq2-b4@kf6XXfJa&pBUp#r9ZAt$ECb)txMh~&)^Hg)fw4;^7>)ms&gR(mqgcWN+RqmPL6EiI;$@u%yLeDoS=H~SIQ|KMGmpr$Zq=!@si4b3c~%+r}0 zQH^^P>4gAvsvwP0sh?V`2N8q0zfd4zVoJm>F_TOl(vJgXLkN9V(+X4kgAIiCG;k9< z-LXAzY218Em;d1mO;0VY^BR5rATU7gu03drH2l5tACH+)u{@z8LbvSqW=-c@?ow7S zPbZx1d_=rytbt*~j+?duwno~JFY#VotqT5qPVloyh>_W}6=w}!T-k2V{&ZUA&)E35 zq1RRV^UFVQ;}Fc+KTkV_DDocQPTunqI8u1=87JKe;=dt)8J@0QEZyc<_V}k*RnTen z318t*%5R4je1Do>$&(Hn2ZY);Ihm)^_d=*S8O2Z%V2t_YtxWU(urQo75_gH zg@%1xpgV^YS5i~q!i_8azNM;5IVV5q5CY18N4Hm8=D-G>hlM32SS?nK^gc zlP8frykT!E&E7XaLt zHhRJ2M~^USg5m!UJaw3HbNp7wfwtfrj#bRXi^#@nU{N_#vLTK^yK|HJ^p=Y!po5}& zh^l*4SQvFz<9-CdeKK$=_|Z^I$`k7kc$Yrkc7S6-kw6(Bvgt1*jGed_h&Xk^+KhPq zb96_&N@Z?HG}E|daFx0CspL=%G5#4EA&U86b)qu>Zs?4s=(J8^{E`_G3}T{!E<)!Ku4UB#@~G^mu2pva%{m zz}VUXZV;Ulk4sp&$iIjrO;699ra90O_OxogpVJSmLN}>_ZcdP8VKh49|4u9td)*dY zG@bkuIfn+KPxkwEfQ2WY0v9ebt1yf&h_7g<&)NHYN1LByM#ldgDndB^K%mxBtp#vbNFGPpsaDg z@qX_oiopF|AU8B^bBw@?HQ``TKQrrf=FA(cW+?Q|8s%v+r3Gp|8<$amfK;(+KJw9Z z$99lA^7k_+ftazJ?uf1~nIEIi!)VMk?E?o6w6m|{;gNa~gTn=SCLCTGLDi$dpp#^Ua# zGBh@WFE97ud{8K0d)$!UA$rcw+EjVgbb>9Lv>3{vJH;;|m_^ zH@`UVPS%J%Iy`*$rFr~x91;P|D&~khcr>h`-4S5`4Bq`q;wW}-@4T-H8(2T#*BKq2 z)tq6>fXs9C@dzX=D9B}vjjWhiC@0P(aN}xfr9AytX}($=g*~|pS0NC4;NHD^FWEEP z8dwb25QPh;R-lPN)7pdP2e+MVC2}P&4VSrv*2Fn5Gw`;RP;mc@*fozjzq{W*Cy{#s zaNF01LhXs6Qa%Y88z>^g(DafThRy(J`HAVVFhg>St5YV|WJ~l>0foaRENP6p54gw&-1O5hMehiH;TQx3sSPhE( z?L?Bq-pQ(Ztj~jK&}fl0M{$vL_kHU#3vG9nOH3% zDr(bR9=17n;qTuGuWv}#L}ODIC_~RSAvKDV2$F+b3^U@PrL8T9DUINTu~lC(k3?f~ zoH%HSmH;mdF%3r^JMxcA6~d?i%<1H?z^TfLsSHp9Q-|5pZ<(dJSfc7RKvj_qynTD1uo`d(rR4B)K{RJTeWTUa$GRZ|~TY zI!*2)=<%AIm|)N1l+p7?4`b~h<}c0IIGr^F!sRvKuN+3t5*g+LM_b6yfDxmd`WE%; z$Fa3!+(9@O9VFd#nImUILw99XFHU~ayMdt|kT1VUbB6^(pLF)&!{e8#3EZ-_w#E@C zgZaXBe%gru8(d>YysU%-pAzH4NL0Y=Z^0$5Ib3kXNKBQ)286MKDr>P#sY$y2{`1QI z?@ANm?kRd?_R@ zT3l3c{jA9?H9QSBE^>tUL2e5i7+4q;r%H`a1`C+&GiI}Z??Rz~4I~X8X>1S(WAKHA zjhGz8^iT{H4Q&@V3esK@t365-k7@un!bA)8t~{2t{=m`EtE8Di37iH0%Yw>*ha!iQ z6nq>V;>dZBtMk3tDp(s1e}u>5$-;fqbr)~mTo0P$8Afr5UW(blH*oL8fnEf;TvPnqBZxG?U%##+ zdJs-<-%UM<^&Oct`p%S|sw~nHztn58;9tA;+6fgn8==#?zsoWXM_sRgWe-tKE|t8w z%}FAAX-K=cq<9;u5mDSVQsk<`e$w0E-YDXfK@Xbk)V7Uysa#R(fZ!8J^-D4>TcC|1 z$dKWpjsOekoym1hJUl$E-)mSSwJY3vzJDhdo7jS-A{=jP&dGbf3vdwSaq$LXp$msD zEcf>fOq0O%NQm3~!a^H>317aeSR(LJm>i&hm(m{yz<$#TtW(m~YQvph6HjzdxiM=6 zGTvxlVQviLxdcw)SRu|Lvi+t`jq!YU zp$QHW8&{Qw&mDN5IH_=TP&cYC7UPMJpqy{(p%=#w;3}b&Krn{$;E}5ADP7=4C<1&o zGJja#UAMy37m!n6h)iwRdR=(gxbg2w0mCg}5eNTtMintO7+FH$rN^Y(YlK>*rng5A zm@AYMG6I+~SND*-A1;v8nl*gWO zGHZ07n#?yPXQhXSojIOna2R8zQ7?g8$VdXocOY@DpEd*Gbz3!XJ)q4y55ea!TUrBM z5JIy68q_{Wy;|pJndqB>%n*&?K&KTb@K8A2mu5D8c#-ny(bv-8z`I1xc^p zCYz;8mn|c6Sq~=o!_W(CVYqzgXPpwkD|u1tg5wrqHk2tIi`G^_i46l?%Otbc1!O1d(7+t9`GTSDoi_HnYun zs85`dTVjJj(J0`uZ-X)de+Zb4tSQLx1?pL$o5dY7^iay8Cea1$4^W!?C*d8ZZ)9`` zoS>!|mMlA-nuirg2#Ucd*b8$nOB?Hfh&l)yYep4O>Hh#T7IhhGv8}=SEf1E!0~ARDANmjgx#mxO@5gbE$uY34X!*9= zuU&Q2Brosb@Y6uH0PRSW8DxG8Ao~*1x-XD+uR0kNw*58HULYav!_^KBTo7Zug5HwM z5&cUa&fe0bG8>Ku1TbbkL#lzp+W+l3ob;MYoUo^{T`ofC@=VcbI|(KMJW{lTB%J#4 zz=*BEIqI?Bg7K3)I&<~@9CwuUO@K0pjG z%-^)ps^$`IoXAC#sMOo^v!i3J>!>q&xeOEjY(3kzyRKHk7WJ2ndm2mIq0V1eD?OuWn!&{v%#A-tV`KB^>I7f}@AOb-FvA`=<9*Jzy@lWe6o7{zXCLHiO z1qzbeBbq~0a|qfT71w$P<(0hWM&#Fu&L+hmqj}3|F$@Iu=yc@X{|Ib?Ey<`|7= zU)jZr85mp5*Uviwlof^=_fGFUb5zLb7N~5^$~_ufEPb-*;leL#byN39YV6%P%8ScX z>K<@7ADgp#T=WD|xb;u}LlCkc5Y_G1YbO8)n5kISY_K+G6H9U^s#Lf{K0P+#hQPkd zf$rDNcMX1e>YYrApLh8ZZ^i{|w<+P91t*fLEF2DP#N$7*oY{B185cCR4zU1*2qkJz zJ+PO{kuUKE zsf82-VJJE$sp9@U_~(euMo)JYHfqWUW7mZB$5AbVNhEI6`k{fw7fOD~CjrnJQIh}! z{{8#vg-cCWhAdyaUe&J)5~2_N2Ow6qK-q*tUL6<(WsxAiVy*8LA>Baj=k7{9!fh+c z$3Q;%oVG%&iD+A)!N%%*Xub<8q59c;p1m7QyZIvoLSr)4NlE!k7R2%QI4$iZa#i>P z`pVwQhgB3h&>odZ!xsABkt353f=OG52sL@i6piScNPP}L4~`FALE46}4m-HR_eOx> z6QqwzAXh;GH&L#wL7f0_OypGkeXQT-kW5msnrR|XeLuv>+rB<5wifXW06dfh>-t?s z_K)~gMvK}@DIlQ`!s=K@JN?Jy88#i82 zv~tNL^OK^*T@510|I4aN&$+@@7@}E;S5KfEB`*rH?VBnnIho-_i30eh5#f}WasXt3 zUw=c;K&~zXM1j_LW4{1AEx}_Tc*xS8AOgN+v`*Y?kd5eIzll6XbwM_+iOe+d zf-gfVxUU*+yjM`JHsXjR)Cv)lIefJasUK0moxxuq6bL7=tCZAsAYyo6w-33Oynf9v zkbtTlpU%y#h;xi42%u@F*uMTmGk=(m{kv;b;cw3x>sR-r0xYPA)0++l#~H4fceLC~ z)aIJIug;^^@{`uU3?|Y}z1!_^rT*OJ`Lz&ZVL|}g?FG^Ky-2``JqF|BT?e2A5$`HU z+5=dPO^p*7kZA*;c6k9Z^`C4+27%T^?Sv+V zv#f`SFkmKCDnxm2^a7(#vHTmn#&y#-?<+_$kZ{POT(CU-6QJE%yYIWHlMKAJMyoTF ztl;}=YgIei;Vh`+9|pgY^JtF^1()3P-JZ8#(L(tJSbDxuX7?WfJB+iPM79LR6MY zG?c6dV3bUr6U;Aoi=shpDX30rdqc7saZ~K|;}%%>Gngsypkixz8Z{19hxj7!97JZ> z)BwL?>Y+kK!e1lJS|M6~{f7SbNIDka0gbI;Hm8qjcd&^=D>t!=5OA#i2xXjkB^rSA&%z6ZHkKFYXVdY z8J2BavpheRqEmJG&N!7%Vnge2Q16vo=GzqT^fdOGVlu`FanZ z+mrGRpvsSyk$c$ZBpF90Mg7Et7NYUjNVr9_N=nR7?O^>evx*>K!zj$2Lo*J!$)M%c zUAQ<>7{T|Bw8#@IgkNXY*8~=1Ce7fGbm>=unK_puQbx2+aL|wnhWtAt zL$p$M`9FH4?2*>obHCx)dpO=k!15Ps^s;6?>paf`mD5a=8T z*hHbd20iX^d%}EbAXnqhm??UcRqp0J0Js^ZvBPb&ck0~GAK7!zJOLOMqAz*VYzvFy za5+I09aUimnavD_ddgy4Pyzc2YiX0LLjJG7`=YS_**(!l*q~Hv4TdKsPDgr9eO6F^ z+ot|N5ydb___nXUtTLAsXA`4A4d}q;uSHQMp}AW|fpf(IJ0Qq{e5R=D|7c6)`}fcA=7{>D;Skv991N+G!1ADJ!CU4b4ka)g-dv7AFLy#} z&$y5E1KycEmJWnV^fzwFJ=ch9!YOze_7n8=>(|dh%!TE^bIR@>C|p*Mmf&B+ zesJ5uCp#~Pp{T+C1guiU=@MO zzY2b*#h@NaA>Z-T3ijB}6$ajAXWZt{qZ4 z^_ve$XM_L`*RHDgdHABJEY3S0$$R_z5hDYGr_k=(^DOnJ5PTnRNz{jx9p|k?7SWN*uJkF7a*g?bA`65$bO#4OS~vlGsDUF zE}e}Y-MoT=qQ3*|;q+X&N7G$Xp$Ea6NG9ks9*`Ic3VM*>BvdhlxQu?Jc1Kk5ghU_; z7Htv-L3Z=n^Fxn%BrDZ-EN&P+QV!>>m=q`?QLIw5is*}c_>fo+WPHnZT!*3ZLoUMs zmu@JEf`S&nKY|>55xJlsR!TV3kaOlDvcUqtoX`jYuwFr?3=l)W^*|vurWIfwkbi$w~rNt!Qt=E))RSp@E)lObb~GuT|_kf-q2pUCkf;%Z*xj2ev*H zw4j$n+YRx68NOT0JDm&m^=0D7t_{$qp*v|3lyX2|Iavo7 zj?A6tqclX#-~JoE5ih{-Q4cHipX2vv$OtK_P@ptnR|D2QpW(bW_c|2K%&or?EgpIDEZ zUQYR})*D|muHta{0;+|M6!520&a;Qh2p@skky0=KQq;kUs*PcY;KgBn2vRT@?i8io zq!tytI?XM4uA_r1Nu9epaKoN3-zNw?>z;RjFk)kXWfZMF&cDK}&htXWAu}_fX<%EC}Z%gj=lamt2cnV{7_ha0HrE@lT!rbeq6*ud5C4_P&Hj@)V;$@E<&8 zGDji~)z5EkbKUL4OP4NvlU`-Gn3qC?bQR6bB7y=NhWDx%Lj|px+{h)^Ld#wq1^`|( ze_hA-@0l-4uPNr;KmKdBj~G;miyPK9)YbA%QI)ZKOdXO z)wkgZ?+hP4Iy1GqT}Fompm8Si7cjz?5Cw`>Z3M*w7?gC_P-|lV&IG{dSWMGF;^@T= zgSRe=H`+*Uph#G0SOn3uc)lv$#c$s#0WzjxCe*kI4;cy)m^A~jjx_b8MG22SRcjFM|h&3`ML zVHk5<&2p;0Xe>7_kD)OiT%`wfXPbTY9IiqR$boic@*{yz@&%*=%_p3fq^w+dE#k`v_BwW@r(JcREciMXNN+G-#V&>e7v3Qq6m5#QlD2GWp4hbvO$$S=%t=7{@EZqH6U4>p}9+!_iZUzdA!4i>94rv*a* zHE|DEgdPh^$!i3uHe{X26~Ef?*Hwo#5+froBl)4RA22JKaRSz|)DsjjTSgFz9f2gW zCJYrZeBTaWiX6uEJ;T1}&ilol;X1Yz)lpp85eR-|nF3@vmLV2Kn3(s>Y7ibH0G%e# zzBNn{F71X8gZi)GR=~H__la=({%=viFxUBtcLx(ES~!$21Kc1j1dblPp9SYFK}GK>kjE z7a;M-(@?9)Q1dOwUE=5bAQ##9Tp#()0oab5|GD#A#s(>N#(CH418yrcFW|}>0S%$= zW)4^bg3A1xY4QrdUTSExYyi;0#vpmz0gSt_7NKvIPMT@qHO39v$=_*M)M4d3Je?>}Y13MGjC{N^@$Yzxnw2x&H^k zhv(#rqPiy&CQbT^V1iy0iHhAcgAeSF%5ldoD+;Ve`;Fmx6MCLfHa@=1J!hUz)i%O%&iE2N3}4s7I`uogROE; z@QIbR^-bE)P!K?+X6bSEz@`}*%HiYv;Qk8o#%NNH4#ldvh!fxe%4F&a!e1t-SBx!E z50u)kdy_T+IGCAV+;(S{{b}cspFe;Ss zC1ln}D*it<`QY=tMqy`{w8akxSOkKnsp}Pj4Ier3!zTjR!y2efWpB;k@sarXppH6p zyJjJ2w{h34%2n6h0t#gZ#2>UisGY;KHE*f+h+s=)3DU!ZP!y4`OP3Gs+Or^VMmuyFyV>5wE|ft{-jSF;+M)+^{~O!CoHh zFUH3e>GaE+5(mbOBvz;HM+ZT=t?ByV%GIl?-fvW4g$2VY8<5$gdk3Od{KpSk0V*ju zIXS`MxG7laVSp3=C53}GhkWcMyw9isCu7^?IwNATS=!2#Ch6u&K|xsqvVODuZ+Z(7|><%NZO zj5U9!(Fv_JNje6nVje`DgyhfTTQxlNNHT!sv=g0pHcc<4z@ttlCm#SMRg(w+W+gjU zyOZ<>*&(tqc*DUp#4Mo%h_xMXNHx*hNG7POC&p^%p2cctm1;77d`wzKB1Oa$vY_++ zxH6y*qBwVi;}$ZMnKIutEmc@p zbX;w3o^=%L1&Ak2uESHm140r>WXy1{?nBM&$9}6omm(|OhQ|&g)9Xn7RDY`N+Qqod zZ(y99KDp{+Y)<6Kc`8cUDly$_brqO-Ctfc8mTP)zJsj9I_mK<}_fF%Y5QAoNpF+kk z4UuS|+1G^lNc*3VgdVo`eMM=}qerVeq-@-N9?>igm~I@Y!cVSMVZJg5B1j(wW%8FQ zaVrYUohy859~3g`nYLy$qy_*=(&@7R4$xFe9cnZxZze`5UG_M;=KRmnhlto;kuesc zXNfrI%uflh!tGh# ztfH_dL1C``11H1@(Affd7;;Q))PIn0PRQxCGdM7x{ps+zMhz5EwiaBt1@hCIL%?0H zlZXZzZ2(PtTs1Fbx19bZ|Gn?NQ#34*lbgEdw{kW&yIx-cY4|AQgkSJN3E+o(ghx(J zj!+n?ND%dt&W$*cpdGSnQX7*C9}odq=K)?w1WNT1ebL$h0Sk4-V#}f1my=ROEDt(d z&;kv|Vtls^+RUlZA9$!d-YN)A9%Q~Tyb;I4>buZ|LLckqM|C+l7T~HWaOp-n2k;*w-gw{l2zzL?%BH*EIVd|hBdefX+Y5`dsbol z^T*tFN&8U-3|AzBBmP;RI}f9LC@qAzoN5fHEJ^eYc-TiKacRGzLA6ha!@b!mu6n`P zODNi&wO~mUtM6;V|J5 z+KE58!rnPF0|wJSu}ukWBa6A_tySYD4X;pWz$k7aq#s0t69Hh;5t8Wfa5V;>HVk6L_xNxtxkoJQ!-QC1oQDqWfKa?oMHLZ85NcM}GmZgwuD%DPNmO zN@xc@T{BN(Kg}XIcI+5I(9ph>B|6Pfc z%vcE*{rv^Vlmc}Zg#N?{ksBr=22qfYjMArJHL6z~IdcLvHCYQ;g_5i=afx%h1B8F+u9iG_|oXu8C!yHSEE;mS$Jo#WK2 z(qvE$6MiMYBcbSHMLIRR^-C*F=%twf51X!SDc7!}E>djSriN@Z*`bdsCSjX*6k4Nq zy?qBpzsN2r^V!4k$I_5#Hwm?I$yylrRmc+>mXzt1S}($3kEAdNFyo~ zs@$nR9zr?p#bVUk$!r+$kc-iuMfX1RHSV9z^5Uw0EkOUw``b1uY zx}p1CYH*yl1M`afRU_v}O`0?b1_5LZ4BuP77wLL5*{lHCFrl;#OfbUtt-rF76pJQ@7ZC;;86gI6T-ajb06OI z@*+MI`Lb|(%HRsapFg2=IgRhV*__8y4t`gGx|@-&n-@A{h~JrFJ+qqx}#$ zDh5t(K8Y2D7^P~Ok24=dA}81fv!HuGWjEc0P9O+E02+^phbee}Vn;qWB8QCD+Mw6l6;XZ0c_HRA3Fp5d93a z`$g%d(S;$ZBe{cr{VM%2d=Mk-b)U*I0NA=gj{_@{6ed3k%G2#S0=p z0yP>L<{_GUd-M65{V9f+3$8(2a(4|4`okCZezPCzUY6fs03=@NwNI}d1V%Q41c#t_ zrrvgR*djHCZufwp1< zV7dZ;nPeRTK?ThsCb06Y-INLJ07#2uLvlh4+`JS|Az2`*0K1UdP@#r;q9)2q4Io7_ z9gZYs$veUVlAefcRw8JP#9xS=NpL!g838j#-k_Ne_fGNtzj=HHR2Fr<;$6<*hIC<(N63i<*__l_kiI=y`SUh9XV+@GBeVxv$zcirL1 z=iteYW-gta5u82{ZTSka(Uij`D1!?z2%5pU;BPM~rX*&ysUOK%+2ezX(5^lMtd7q3 z8Ln}Q+pl6PEn*QICt$lXiy_VZ>$($%4lSEjHjc%U5}ptYL;-3<0q*evmALKvgrQQo zu~5Jyq_GEb1Pf&M^+!r}`KYR>JOd|=$+iSFqN(v|Q4tpo+a0@iUsw8+SZfQqk>v1sdTH24=Kl{;pjKkIqZdzow z39a}NoXWm>ifK4v&|?vb{e@YAm*8Uop2i)~=DQQ5H7&nrcoB5<^B*zjHxZN@>6rxu zJpaO%KmP}ITwZMpdw5}o@HyW0a$K6Xa{AR~T>dS?;RYEeL$1fB*}!q%F6lvzPA*kQ zJovZzhT+Vn)Rz)b;E{9$qM)YM0Dn1TrFvCIVXt=S07BgguSg_Ej2rrzi(KBqMCU5- zAh4=}|KP7=f`ubR)h7t5O?06^CBp&10j`=IMI8C9_H}+1)9AzB^;>^r8vG^J94KH& zg#@IDglaUJ!p^%HC2$#lO9&OFVJ4(Jl*U4RDB~93=Hx+IlMRtPY(vSs7snvcCuGP1 z^$83eSk^NHk|SVEw4B92`^W*Mr6Q095+y)(N~Z~8>BG8yf!CdPpu6BE(@@}9oYWFY zG&(jgsVOrTiv3jpFS6g#1Vzm9qSw#=i$JP=GcCk|9*mEA+!^x30TpH|Y0_*`v)){au9oQ;!9Z z7x+0XKptAsduy01bCJZ8P?;g^7M;6fKSneI6&`Ls%gCJ&uQ$~PhEk`V}pi&4nzq=UCfoVxIGY{B53yc)^G*19cuoG z$*)1zLX0c&CpYLWoj9mD!8>sUiOG3a&5B2SfcT0=tKFG^_{vylXiPd}G?xQ-nP>^% z2y$}%|MI`yC3gi5a86A~Y)E4a+L+nZvlD9vUx7By5LP3URJSO=l2dqq7rI)H=wg%dqd63#5Vir|e>!4BD$0_ksP0cmMly#j~A>b+; z(WIyVkP8g`b&KP|{1MGtAeqtljZ)SFBpz8iX~uP6f2jDBV#GRngp{ITd5Sg& zk2=qL@h}sCPz)rc0#1&?+RF+{P>GBD@f&uo7hWo7rFjLfh&19BA0A@38V)G%%kt=C zvwNgiQIGKrF$;(A-yZ9vmEjcxT^49ByW!nvk4LuTm3=k$F}U?5=~0u!zMc~{RMV)F zGc%rZdt~B!a;H9U0E`yrH^U8R*~1}%4LlQbN!)=;HHY^OhF45^i$0O(h z$S3`Cs~enPpNhq?vUidzDj#aGv70jSVeE#>7>D5Y)(-J?BDMv!DA|oX!U^~v5OLSL zd2+6!IT^dHDQsF+2>TC_(h7F)L4jCtD|7mTGkw*1zp>>qvA zaCgmed4taVYk#5n!*0$@U~qFRc{7Io(6f}zVvpt`S-Vn_m{r9xbs9w-^knFb#KqKIG6T| z#X}zes1Q~4d!b{Zt5;Vc)~A}k6WlWR?XJ_8%X9W6H1JzHkOQ}s zJ-BExZOe4#WRS$}L-sw#lT>)#Jk<-GQs(vs=w%cdmsED1PLn&@fp+A~W@O#v!1jwd z=ZJ}mSAydgQtq!md*YKr{z%7(RP3BB1C1B|!krT??at+B#6Cefjxp+&tV6u356 z*F~cX0zg>8%U5yNH7t~WCxw&hCR?RVxM@X07-q!u710zgj+wf~ur zez_G1Uo0YZ4dP^`avB?R{^=a{6c@hE#>Jd7IED+6`S+G7PX7@bm!OGYUI}$z&{h{i zY~2bhYrX{w;*mq=)oq1_>jThKZ$H0i9BGz-8~%1?cS)MQaDVb6e)*4^n>#W6;X_Y< z{+KZ!i7G&KmGF|orrq7((jNrZ^Ke91-^;C67oF2LasGWdA-hxN^O=?)(N(J|kRVsU z80N{g%$#?R0uW3hAvZNfV@wv@pzW)T9e)7nH_SQ}!^Oo#7l8k$E=0?l60(}gj`W5E z@JQYx=f9ea{qgdt@;bsZ=-G(gp8R_DfF00;m_Ag$V z_|S8=h$q$`gYO@GZQSzQ=j*0o|36<6N_~8MBGGtd-&*#?ODzG{yImYjo=_lZ01^`$ zIkeZ_wJ}B{-B<|13KSC0q0Q%Ya~6?b&$Y491jg*~NN11HGb(i*4abu3-txfd?~kb7 zS8}6C3i|D6w+TMoG-XSFothZlt`$i4deNz>CsUNR(NE_C3KaWF9lfJy8gfDk zR(zoht`EKMRVAeB`r^~;V?saS0K)}Qb` ziblJD@A(d$pg}!_FJHz2HeDE}Y}+vStLKb;pL0fdFd&$?=;&Q|wfWz~44~n2G*>+4B2@f9m}czJtync505>RZ?)*#yrQmJfLY zXLzDFWNT+v2|`0KJs0FH&q7&!UFkVkvmdmxlja6BlT(`r@{Jl)kaN&nPyo{bh*z5G?ue>N9e&C1>a=Pkqh zb1pZs_cP4!B(?yCC$#Sqri)H}zNX_xcDmK4C)-I=4OUlch%REb=k~>=H0J^W;x+O7`32r1Q;-Fd_x3tt<(QD6{bA$bSdCr0Y=Ub%{JWGm+@dzo15pb*Ge?lIlv~e{ zvb-{#^XT8u6;C(~u%MX&zSYxLnJ+S&&+yKDdwSAe-}_Bm#qCBHS^p-v`f4kXfjHcb z6UOHG+`s>`B!FSIzP!$i6y003C3Az~(J0S-vHnOr8QG`Jye`Q7#9+#drKXLpz6#(S zbj+%t9Tc9Sy^|PbU}7@+sqQ59W-)0?64z*Sg16)F0)t2zx zQhY}XXCt@s68TsAXUDD-xIFKdNW%3J9%eKmt330wV3>q8ri)h^CYjRIgh+5&2CHVL zq9cp0$vU@J_w(tmH=Y>A2V2x9&In`kyTR;n}4xF0!7cA(w@tuvCwp4yrD4S!F{wiN*FAiq3NNmYpQ(qGpe!C9a ztPkL1w4c_p8G4QOS#1DR%nb1RD)#7^xafpm0i>=UKElRy9@>Eg_@HB+@SsKBHPtD! zKIAgyhd~p6>dm>P%A`-nS9ftUCl@8Nrz|(F7S%4DW)UXwzPm@iYZvPsp230v*jz2F z#KF8hV(ylfouCt)aE!n0S09Qi=D-U4Nt{THFV`_lz4^<&Cje*IYfeLY{+ROq!~A zN1jev)SC2a;Rk3eith zxil8|o>zqH=${a$CXbaUa90XkdC)M@=@=mAnwK3gk=f)%ZI*=UNYlm$%~{0kKUzjc38Sq z?L)+wII2(*5-}5Nze}$U1WLPcYIa)AW=>9-U_npkqy*A{y1IQ3Hb4B?g3zk0xp!}g z>pX5QO^g;q)L!8z#mz)tNXH2fFYBjD7nd4Pt8fZAj5jQJ`s@JW2`OVG2&Wr6IHYy| z`SZDQ6%#tse1e5?R;r!f-_)3u9<;CFW?73nA--TQ^lPF{fMQlcXMC^;Bd+ zQDO-h&y3%(GpkK?v7j0kdybZ^)V!O$lQ)!&k&pkD#tUleB=|)Uu;5;jaPBfb+mT9w z%hlOG*Y&oRE25&+J$f{To(x@ghMPZI&FW3B!)gh)2mG=nKfDlE%N@!s*RELZWAHfOYLQm?K>svvk<3kb&`C*E5_oFXOKMon5Eko{f z3gkMT>GgT@CxLU?<%Pzn-3b%i^4Hk$b;@jezn&wkB3WlklqHtUsK*c=bG`&8szf9N z*_KGxH*R7Y+04}r>1c|^t8Q-5en;!LF%d5h!lM`@Yr^8<@kLgkpy^NpvR;HoBQL*x zv%G4{&M)U4IYvB}!p3FXwuK2y-`!@Lu& zW0=LaGsKk=4O3N+wPv-&#>Lh>1hsa}!$U(;(+lg*4KAXrHExIBL(7gn(zOJKY#?F# zASklIBI7+dxs0{n7N%de2z>Xw%mEP)Lj&kZv2#(pWSF!Ll$7_5IwENc6sWL$Zt7FEp9jz!yC>zqLtoTqW`{z1jP!DRY zv){39ea$j?Rn6jGGEPTN&XSrsWhw2(T~Frf2<=~KcH{`H^}mo2oa(LAYo|1u5ItoG z4&GBBfFTe~z$^n5S_!_=QPN1P@L%stVvU%*N$cso9sw28@dO&TPLwZ*`8 zS_J>l_am$BsW!;NkWNfevSOAH$7Ff)91i1smeF~s!w%xl7mQ^srqx;V)@q5NS3*{s zC=$%phOyD~yn!a}$fzh)udwiNDfon-FS_W6^%bfdz^I6sxC$wQxXl0Ry)SE zR6rM2xETh*=On41oNrZ znqNFl*>}tgJzsNce4%rAito?)_@HCz^D=zCE5Y2j4|NNW790Mo{c=5JidjD%1|ClS z)B|_0KcPVF+c(8c{wp_IfJO!z!^D11a}0y*D{OODj@H;sufC@bMC|WX3zfqZXH|2y76Q3my7k;m4BhI zsX(_k_E-dp?$)-r#MMSe=3W6%6h%d6TSI<6K!qR4=l`I@pXOv6w3fEZhz@?kWb+$Z$V-BqyOrOe#||8(x`xIbAnWZF zqYV2kidYj3BGPU=GF!r0=#BH!uOcQ5b!PWshqR^VkHphHLMJ(pf{fG~U}!Qs^t*EY z+zdY3DGk>o3#4tRm+yXf1v!>Fe3nkZ+s(|(ECzU(b=-9M4oZ7UZndxJ3%KGH@jQPv zoyN@lZ?^6LV-31FP!xjDS>OU` z<5yd>#e?t=laNqDU9F9p=Ci(#Tg{8>+g>;X377Ty`nU$YG);Q_bQ0_McH_>Fm2pHN zaAVZp3K9I8r{~>+bN{x6-#YbS&qkf>QpjdR7r2~7;_K9Se$sMfG$z@cjb|(;CGYq$ z`bW<|Mdo(9CM#mOb<1||O_9s!tupcn2}wlW&pL#nLe3c;3`EM>zA=Ar&!)*@ zBUhB}vbVix-`udSydi6B5DT2~sMm5)9P$eY#28s;ZU?@ti}Eb0n6vTf+i7L*2Q@OX zQzzSJm{YnV-@I>HIXW)P{!FO4lzsE-D!qrV@|y1%ohlYjKOHK_r1~UIu-NehVgBTF z)D?MsHOHi2L_+n+>W+N7mc8i3G{i!&Po2R0Iy!zfM7!WSkyg>mgt1#CfJ<7B7|a{b z#mz1DIWII+zQOs=4G;#A#}YDk0Dh^!;^tqpsLS>@(-=1%P}MgZOx61KZqm)qI>ZJ>po4j5)uaz&}5cJAzgnIz|vd6$nu3DUn3J`zMu_Ohn@XJ?Z zwifIO{Zc&Tmr4D!GOwP_nyiX)9XW{#_)!fQmg0bZIqS&E zU(FK+R<1{uZ`M-VQ|Bunb5BdbjkD2)wc{81H^m~&ykyR>6+Xg2b*J}2Z_AQBygqqLG%j86W>mbe_{V(6u`5bh2-U)O6oEU^N@Z+5 z$a(ww$G|5f8sWsO7_AqH5Q*t!m5vR$j;Ueprqt2dOwP6Oy#BGBv{K8rZ_%jlxu#94 zLWEVf{tS&G%;MC4oP+YU?A^wOM*y1j0y&w)-xLzPuPX?#9)PnK_J8=Tt(r))2?|2y z`RJJw)(6F&=6g8V_fVlo$IGOJrwb|{vK5HEom}Qs5x+h9VV~tAX(KhUd#s17g#`<< zDXu9~$`PAQnm17B$PC$eLogCpryBn0k_EH%-6O_oV}v5d_R8tHyFc*K_HmnTBdyd0 zj00D}ORAuIu@cNx!Mu+7SRJVUczt;qeT{8=n(L@{@dTED6nzbK1 zoNgUkqG2DDz(S=Ov+JsYYR!`oE0lr6-hxf+1MDh!$}%i0qB}EN7PdRlVNM4Wb9h<-OC;wUZEbJNP7K?*@Qf0zG6L8U zPhx=;|Gmh#1&$*SOnsxRdmiw4DG2OFfIj~P_Q5x2P84pL;4}!*E$eeKX&HjHh)qeU z2$JHEmu3Z<{`gPy2HhC#uObPQ+)z=7Q|~>p+@Acgp?pCo`VsC^4?Jc6Y+Edz_47$_ z&&NZzjsni_j22*u{APp-9o2uu89U^9p7knuH?6wjVqvvWRZWes)D)O}f#>UTK6G!a z{y@#~4QeO_|5d*KvNE4&k=>;>yH)OLw`9EDa=^3&R1b#!(Ra@)qkRSKo+bLbWzd$t zYBu+hzcUAH*<+75xH(M3?^+eGLgZlf4rSC*L8E=?`B3Q}B9ws+iW}x^6`JN#m-f90 zP8Lne9NoB+m6yPSMI_-qRTh-Pq}SPcZVa5L?&&AZ)nEU1>6Ydf*`;&RSm;aif}HN< zf=u1hpGP01Ef6caHX{8Go)v98xttlk@Ciw=sRVbWmENVz`&h+wXx|bgj$dc;W`>3w z78Jw7b!(|arBPtON?@uFf8%Qlx7wK^C2o{?S%`}}CcJ(@m}J(Glz=N&{frkf1L6pJ zA={}!Ik|sZ(w_A*wNj41D(6b(IxgcEvoUW|XvV_wYm3UaKhQn*3X|?|70xpW3Me=; zv2ep4zmP}qM?dLUYaL&ovT4v=bG@z48tHqBd6>O~KyQ6T;9}LnqGj?Nzs};TR||wn z(50-O*?&4?DTD0l+{}?CPl>F$XynjHT)MhP8A}ODGDg&*IRA=d?`nTvg4y2#ky_Fd z4b#3xYYnZcy_4|js{Qu`N12ls3fD{x|NBl9{E!#EpfKBL)mZM2l*H`Q{)MJ@-kIA) zesY6^XqmE#vhv!@nFZNzxysBsd<6|hw1TbMKDyyHx^hxGL-!k>E%-4KoH59?N1*P_ zmyS#|Hr`gcHi8=T`w+K@a&+XfjW^G|);u6-Lsf}0fmiR_|)$g`* z3~zMZhQ}Z2BhZSr0VGM_4HXi>BxOR}(G}A3j9Vfj&VV^r@<<~iU%9l}WUR|I2)KBo z=QD+UXE!vBe+O_y>(8->^}5-{=pG_qKf#=BU@g-2Cj#$ZK5r4d-l1-sjSZX^tv9sG zx3B&4lA?D$jC{xUG+wLZPu>9mh8+%23QiT}Ea+jxgF;@mO?O!;mNU;K#sT5pxw5rA ze8ED#@)E)0<*mWx3u7mbzZ1ltD0ZIUaq{#jA65?biOSFhrTLv=yOLdyRziCsNVl6$(& zzFSp$J7!fc3-}Sw6ezD&v$0RYIcEXw3^I_cFIVQB>i_H*hg{361cftnP*xuwZ^QgH zDnh_7wcG^GQDt=EC{8YdN|3roAiWa>w}FX78r!y=x6b&&8IK2uJV-pf0bMQ;xKd#> zP$ER7LRb}svq?-!N(b512Y~P~w{Hiy2&}cAV9Bc3-CFqgY9$Yzd!o3^zTa|D%%wL; zT&XhsoBu%8%uRK89&P7(2)sa?PR~b?K)3|gqfF$cdjDjUZ zX#_4$0qc+4q(|su)BuWrI4+3zKLno06H!L`Qcg6x^Pnvr*)eFbq+)MKtgJvWfOD%< zOgQc6j;4j;*l(srg|)KB9&fkV62>nV=J|omuxaZ=rcN+SNMz$iJ=B=^&OkzJc6k9@ zh=CxY6=aI0zTa27#{p*LVcQ9%Ak@-zY^cGk80#MOtOP;UfF4EqUkrjHyLR)YuD-q> z`Yd#QOm4o}R6Heh2J4{7UT4dddg^Re-kx`w)(1VFDYQj9UKPI4X^_0SZX9h0`LGyh z8DU947(csMBqkZgducxqa|H6a{3x86__K~f1iX(5A&Amb&@;j#DEV3}m3_2;PN*k; ztYrLjSZJku=uyFiVImhdA1!L!YwpX=q+YA#oE;~Q&Y5`HkzSJU*tKm(`;oYER%ceb z=;!J@($e)Gxa{V-mN3jek7fS;x&6>`zMv98%5Jq8Bg#Dx-%A1Hz&aPhav($mE#pGU z$nwh(oO?hIYe3y+>-b@{Gzc6*LMV}uJ)=qJIU*t*6UUGeG^cH`{pP+r#=gC1XI_c~ z8lWF5TGeJN8vjI6OgUrtBDP-!6y&OS;sdrk@?Y9MkyT(c&bH<$r&=7P{E0VfrUKU0 z@mmoKw8QD^jg3V2zgl?qZP1?VpLi9(v4qoMj(wE43DLSuE#JSZctPWA@*|1t?Ug~M z{FaZz{eE50su1|#aaMEsv4!6U5~V5JF|l9McyqCj-(h3})x!|uLwuahwJ`(_Fdkqh zT0Zr^^5RBzb$rgQ{vjw49G>MmHVVpML*O1Ph;q0SkjMj1LET_aVxt5+FSILF_s>8@jZ#8!m@`$KJf_>$_5!Yx;D@*wvvM z)}H0-oKtnAHF92{?&+n*tYeU2Ha)Xi!U7I?HrAbdgQ^$)SV$ZW->9uc6V{De8a^1p z457nr0!V-leiHtSt12g+9&MN^{mBx@9OGYEaya`_Uwd9IuC`W)(C-2b>jgoz zrZJ;0dvRD$Usc_wN3|drfm_E$L?{9MTy0d3KcxH~iHqKkbA8S9fLlB#IA53e2kCH& z$`n_EH%~K(HbkecaCmV4{(NBG#Vrkk(3qehbG`fJj#naW!;P#_2q11NhK9(K^ z7ia<_0&psqSj9cgT{6sMKESq)pY45bE|N( z6+?!U2z*}e%0Ub8GR@Z4;bKZ(N7#bemR{{o-5?LPbiZCkf*?+w z9kqJs-_e5k;|aT0(VM`)2i8?tGD)mYXagD zW;tompDP3apw+$tsF^+bf||h)tXroECGiK0AC!cNy6A~V@XqZ;cqTNmsH8*}k6aRv z6x|&c4^O;}m9zBIMW>NbsPK%KQM&h*h4!>m@mi(BwTxno+}Ln3AY`hpfLlL$Hve7p ze3QMu?2&LgsA`q8J?|=2L7g>um4Ni+zZSJKto9V^{`(Xah=2G+s-3N6Rj1ZCQ3Dwz zfuK%99qFHKGTdJJ&T{rQV5_k{T4b=`ttfrfWMqEtcI_^IvS6pq@wn5)<~(V_2|H7o zcAnCRuH2j-m_gZ7-3GNDXpHP%EpW_eKgl@XrWL;9m85rkh5AWo5#&2`)sKI;H29__ z;GS{whQbYso_B8vOD)rza`#Z~>i6p_AE8N%F%d;AcVl4VU=p+gA*B;Et`W+#|wCzmEAXkk+(hMzHq(yb<(l?NYP-10}aAYj+xor8_nJLiiJ1~e~P)! zE?#R>5#w^NW0&5Jy$`O6vNIpCMdbdxT~F(YA~>z5!otE%8A)cA|CSp%&l1+_Y`v4G zO{vf5@gHeDDh=oJyiEfiMAm-TqCJBtD1rRK#HNs6R9u`k6jH>)N%}BcO;(9=exkn$ zBgJlK2XHnn`G;=aVkEuQem+$bjsK*Dk%%{$nSxBgWe|k$R%x-7n|EbfwROR*K@~T1 zK5OQ@aQfpHaj;jJ-;%~_Y-re)pvbmHfE6A09bA&|IV>}45mR6T9s|#nwR_f>B=+4| z-BF#b=p87=#_W6a(iIjwwvk&$dbB_~i9tj~hXpo%1fFqr_*P~=iyr*N6P|dhD$r!% zDa(^<5%I&%?l}8clyTF3&btKz<-`r1D7_zaM1G06;v|kCL<$^U{C9r#UtA}Ew;A?~ z2p|k-hZ&rXZgNVgYC8OCXYI}Q8CYgZ7Cz!)7FRA-%16#(h>>Gd0zx1hgMuF+r5yNo z!il`W9Yk^Zd81ZbBVyp z`>mkEFrEipFa3-FYS#utxe9?5H1ciRcDhM4skV}C1X8v-O^d}4j^0@gA`Unz`+2PH z&fVwtjMWE*4<+0HTUW51>zY--os6Bu4%%B!q)2@X`=27HYk2insuzLv!CO`zTx$)K zbC>Nwd{^-6?Rx+SKpTgU(+$t5lGwaPK&cb(jgytI{S33V7&kmL7fFAtba07%1zydL z{+@GltXVtHH`|Wng#h>;oeFXp1cYO}MV6Vq{t$1{*yrDIof)FLSJ1 zpeIvkqofna;Ks@r{&uJ z{IDHAh|oHz3DJq@$S3ljQ9nB)?7ZRY>jaz< zwcID6ucuVWijJXGsC!f0(>YEl$2?f<$#<&!{%?HRW}FLPhNpbaJa72Sd)tc*M~-%; zndr1N)pfDpqk(zB_#hV5-$bJ)DZLjoGF;EPgmbAy#2xb`1eI}pe%GR)bWp)&r!igbKf@G!hc*uziD~gsV?X*3;S8 zeHHBg`-q-r@vkE~wW(`AYsuj`Y%O_G**fJU4<#g z2Ys-p3B>c!N6dt!df75ZzVSIlFYPZLuejBX=-;=|dtIZp_>}!LZW}A%`Fi~vZZ+4i z7#LdYZkg;4;_Uv{Av}ghw|fWcQzrP-LKl~m=lLxikDkuH(J9dJ;2MNg_}*DS5LDkA zy@|rIJ9$UGwXJTIthUV-!_BE``=*Zt&zZ-_p6BK9dqLY}>_g1?wo2(me)PNhLr>Y? zTr}hBuOl6mTQz?#%OZ&7mmF5z1QZ0yS+PgmnhdT7)w|}{^N5{KSDydnVieKJg4sf!Vqr=42N1rZ`XpB;K%zuu0{-8?7nD5 zc*S+ut2^2fc#MMr|JT9hX7XV3#zvuW9QVibMI~*`d;CRL*;tQiouz1e{z5_t!|eRE zT<{k=NeIVq>a{C9*jnowUaq(C6deU_@=AI~7HQEI~O#06cLHHqX21|*>MCam%d90V^d-M$JXem%- zcR1CFKC1m_F8DxsAA|=WmEo4H4IhVc)ar4hgVv2peRghkapXm1hPp1BjlEqe>ka7LKf=fz=d)h;@^-^<~)4K|;v?A!LoX8(Z11TQ|+vaFcAVsfV zmqGm41HiTox|MPin>xU9xP~^s>J%iE&q80`8GeAiy!Z|$wLS>GQIVIVqgb;MaY>%R zUOBqM^xD0SO|hnd8X&AL`a6B~YATw6hgzTnBTn+#! zQS79>K^t9p7eEHvcJbMsbYbB5KOIW_4?!SX#aRa=ux8D5%d<+G-s811mRJ9K%2=k; zdc`_C#uvc?-q`zsTEV$#6TgMvx}~>5%PRty%9-p{1F%1u5tu7&G|zQw3yUK>xff|% zy`iJ}*ZSJnJ7XWiY`Ux}YujBl@qd4cRQ57o{%{i?P~&5UY39p2f1ljWsAo?+?%1iC zl+SH!pl4lB0##x9!eZa$pUV>RSSLz>&1l*7zuJ4xMpZj943arDu;*9%ov7 z%gJhMyw*)6cUHgupL{p{rE!FD>M0|q%Wft?<42X0+5c(n%j2nBzrOG0QfSg3ks~Dv zC8dOlk`%%wWk^Nl%rfg#s#7S12J<|tWF8O6i84#(Au_d5nKJc!udOq^pZ9s5-~0Kz z{y81P-uJ%m>sr@Z>pLv-t*o>KRLa@>+*PJ_u=>=)ATWf^ZlB0K%@VLs_-e=3}%(^rgZ^^y? zALV~6XQkMGTmJV{JP-O8>tw|>?^*^^$SuFU=UCm^$vvW_{oI+P1)6C!Hn67|Cw<|qc=W1wMWJgUF}m~fB|5z#`u$)quZcc!2{rx!+Q)}v>*C~q*4

d--6p9E4Egy5w&Zh@q)x_@F6462d*d9260BTqc;$Ovs0CEY3C zcAH_pkduhP=jL9vzF+powwkm3EJj$4qF=er?jFcVaB!Sf6!aL{XvC~m(0SV9wyBC< z^ZRpmUcXA+X)0+$Zn|r|rszglgu|Ai%?win)(z|xS-{gOmP0^);H>4Nu}`;5j#cZkO5IHp;D z{6tCx!f?TEH3F%JptXec2r3k5;($ZXj)E0;NS*t7Ji1+&h#3M?=Mc0q`OsJeSl3q> zb`uUO@#*PeX*I9?9@rC}AE=Bo2f}06Z|rw1Bu&OK(yA?(x`;z`pjNUfWNUVy*r%f6 zv5N=O7&$wxfL=Oox$9nnt2sUT_JWabTAL(Ah+I{7nr^2+^8YiX%cJUffpzbB+c>KUWEd~@D@D)>O4%;ct-f_|;sRcxgW-4%T?EV-Z6Dwvz4pzk^R{KrixK#KQp^*<9$?HUQd~a8w2t>cv7!(wOV8C z8E?y_@(0ukE33Z?(#K4Vd?S|)bbd0Tf=78|cxGQ%X_X)Q636P_Pvm?lx@vjN^Tv(w zmK}auuSrlf`qte?^TFp36kRs$gSKYO{%SNd- z*2R^J`3NM61DP+f-Zg6&J&pXlj9n{72}m-NGq@v1T;{RXTxy*6@b0

rtVO3KWWF zI9_)kznPS=pXPI94cX%%vHq8sQw^-k4U$VKDo;j=bN+ltI-2R~?#8d!beUd|N2ar* zSXx8j${eaqZnx1sur(xYQ)R|9 zt1Eg*c6BbWFEZZJM#gy3CFK3NckDJEoLuiU$GxZke$6yByi$ilhQ-^_cq&Py({lk)UKHwqK9tytc5r zh(~uXGi&9;-veU(qxL1r8t+h0up1vo*sIO7m^PZXUn_l1@TbL<(LO)vVvcFH@x}oR z2I`d{=aN`?o7z-GjV=Sf-aGrmSEh;#D(W;zWM#UsP|@pKZXZqfD8OK!=1Yl*=+$C* zFj-ng@~a;$upOT6-TB<~A<)i&daCWn0sJoGxN{THeEgzBBhm9Z{g26N>+*%vAP+vq zCZfa0*GN2}K{N8_S~A(wJ7tt+Q+(_L`Hj}Yc4jq94AdpPpmtkagUtJ=I8kaoU!Y9k zAS1)fa}fhT>~?!pdjNchy1obinjRjP+#Nx^!c?=`YdX{-PfYD&-$NQ0&L~Ur&cEkt(g_c& zw$jm0UmcEB(AL-?`%0`Sp>d;%+8k=k5+Ohxbvpyowrj@K1#M=|NUX^7?Y- zAV!UKFnHTvVf+7<+V-4bp|)(2DZIpp8_Nwy%STvB<81YdxTeSt`UVzXS48M{e)Zf# zJ#xER)b@aJSTC0OcX>-nto$O}z*&NWitYVeaRn^UN8SHS9|d@#Dx}%wQ2f%j+!YB( zR7E=}J$x~bua?1cfBT%Ie|Euf1VsnXMVgYT?)V(KYHq3hwV8qBIL29&zuMFGW9|pU zTeHOZl=-%0+ZP6%do5mZXw5dUXs6S;u`wT2+(}1e;NjWR9ktUGmDnz~`@|(oK9H7R8L8n;ZLDk0JpGrer@wwfi_<*&j9w>HcJU!VzW z!#3r`mBJp6LEXzsS1r3p5W;+wqdHvlp+_9HI1-PJ-5pgrLb;VJ57lMTSzM7LxU_Z^ zVOI^Ucvm3JRu`6{GWlxcmRhxWaq%~bs^Q>f*Op~;M)=oC{qnlqtoa|AMfy7Ylo6q+ z*foD=09|7b5%_1fomz-mt_qdkxUOu4_H2hG7OUugszv42no+{5@WPD3o${~VeLzNK zpwlaA9O9m*V1&4Pt=x#{-0BDg;_1#yi(K%KvO8r``_77@A_BCee z7n#CBY%<&g(iZ|#(VH|r1Fsf><$qUBSh_C;@GA3nJ+P{g1wOw*O&K<70Jb|K7o#SOHmqGhbG8fu-@Y8#rYSvMF?}HmLUu zQ=nU=2A@t<4x3<}6YPtNp_3e;S4hEd?DntnW{wQ>-R)rV&qa1&UDe~M^Q^S_R4zJK zX}h3j`Q_>~(vHkVh#?pdKWtCX6n0T4lc z(x)n5!$FEirf>%|av~mV6jina&5*nG!JFK>7cNgn4&5 zU`>uERo2OhPfZ(MdVXxh2#2c;lGP1|cWW}XFg11duS}L%I)N!te6JgI^p?9k80Wmb zT#X6{LzH>)_==q@cKyhFlus5)6C_}K&*9zv`b4+Z9#B}5?;t76_(iXOoMw6I323|A zHVp&H{$gl3`$4zlb?(1&ERfvtw@#JqF?iZ8C4$OTS2ZOpoiC7wYUX=iB^r(Y5hMx7 z8CI`Rmc>bJXkFg(VrxaNQ_x(h<>0N+L%9=O$eRdfh@!^6)`AK*v?kN4keiT$lDNwF z^3rR%W_zzxlgDxoqsJ?Pb?Ut%yj8Qvf?B_*XU$(fRPDqzYr%zW?-U)9$?!|Qk^`Up9oxxCIv zqw)NBeuR|DX>~us@$F>!d6a6HXZ?cl-{8({4019Mi_9A14!8q7AkY~2Y+BAEwFDd? za)-4#PN#q;M&wR?mA`Sl#xsWN=fOJIS5?6X)s)V^x69aur!4w?9zraCVMIQIo2Vh2 zn7&BZIh}?MiDDu#1e1-tX>k1sg@Ylm+ua1UC7gAl5CEG}859fnf+uIIrd%SR2&hg6 zO;61tNN4>0wYd*AvNbN-p&%K$Kjn*Css-@ROjNkUywp(II2vCHyk2h<I;VR&l6DvoKh~ld$dy;b+LU)BPMamc-MgKaJ;V34|1;$A)^=0 zpXb+dfoK`>k;;$@>34{X!t{WXC!)#X#ebeH1XOq$H;1Z`L3Ic9Ai-zJA`5ir+jev8 zemI&O>Y2Il&GQcT=je{Sxa%qDT)DqYN`gwlxM)Tb+ay@6bceNR_QR!PrKs$H{}|xr z{cF1zh%zT_6alSJYN+uqDnN`gnePEUkX%)Axnvw@@G4Q^pl-!j+XMKQ_&pviPe{@r z8jLpOi31rb2v;7R0v1zN7pQH8FHci#7f?1wMMM~)pMby!&8%FvY`qJ>Owykqa$J@{ zt~G1a2E^8umXtTbgFyjV4=sDkC3u=-e8Tk88+np`=%4dUvtLVgp!A(ca zdSu=c`@V5hpP%FA^`&uZ<-jvEWcceqU{J(h9~BTJN_+`{H^_PPaV{48@v-MZdC)gB zYeY6a-p6G3wes7%+syQy@#;&A#;IGL(HhR!bk2knvHCBSsW)}1kIP9-b*PH}EY|=x zT(^s!lP|s9T~};x>){<_Gyw1B%?7Zu$OJ>VBtc$5fsmB z+uF6ppsI*6RRne}owFbPU5QEp4_#)Lz@%?JS6cJae zCu_E%hF5N(77YhLOv~_yt3JQ)V*wrv z<=Gx!z|~o1=fTKI-CP}vn-Aq=j=B{$+IM^s5M2LB=(Tty`rCstb?0Xzhik^J9liqK zP<_3!fl_)}5s>9eDBj`zp~@Tgsc15knr+4$k4N9AN4i_;o!PFQJ~4nAgg?`2GWdz@ zgIzoa8$q$}$*@^(v`Uvia85^O`J%D@qi=qRvACA`Vxipnj3fLBodeO4D$*GRj}4#y z(pOvg*r|Ko7q`-<2JO>194&zZO}MV+4CD30ctF%tNjBMi4@yqT$z9@>wo$`YX=PjO z`wE{_IfHqva3%U@;^mwhGir_wvYZl)Ue2g#j8}-XTrCser-eCmHQtKvzH*CP&jC~P zv85F)H+IouLO24}^dkjtX)%v3ky@?#`X}cwo|7`-I&8gzP>5v9eS6CH?xCqVcNYra zpl&mavSb4J^;8;H-QAdw*r#hsee9w?I$Rl(xJ*Se_mpWZC6ryEeci2BXGB{w%uGod zy>~mKw0^<|q%5;Jd7ewgFD^27NwQb~bh(=XbKM$lE~j@BDJ8VS-!4mmfWZ=J&@bN7or3>#FMM`=pm8dYID z&|n8$?!c^Cxze}Qf4G`_sW(5XW*05%NSUtc@v}YkQ=*A%p_bp z0repDqw|lKiUXhGz8#xK8F?5F4K*xh4|t*^7!re)Sd3YFpLjNTWS{#6$_RqFRY_Awi&>#ULg-uT-c*PkIK zDf3E0)Ls7qqi$u+?_N6^>^s$?8o$=shtHuzaUXR7k~?>vxc%DBw8z{$_Zd;8<_C%G z@_P|yb<)w&(};4j?)ggZbU$%%I^As)RWz5X(Y|gV)pZ=3+e^8Ohzz3V$VM{0Z{0mAoe2E}yA3Tp(L`B& zC3$Jc8jBtnNU1!)={k~d=r<^c2^Avi0y{&XK;d|r6kO*=hk3a4ULj&<*E zCP)yzN_b=@g$sq7_OK4~)a|uR|M~K&o>z;U9_p^!?>HKd2DlMN@M8cO_-eYgoE`?w zlMfhrcZ#4vBj4mYWM{?&1OaMCvdSo`P5R18df2kUd$mU7y4s3CBOR$s zZq%GYNMUalIfJU2Tn4^IXEFeEhDFNwuRpP^j?Q7GISq-ky#zv)$M^jN=2JEE@wn3y z^`iBeO^=dyTJ#ods`oEVZl*T>O=rpn*yw^rM0EJe4xJPsuUMiG$iMhAMn#Qkr1EHi zR6=OfZDzRR=ecA)*Cr(kFjsjpmeM}?G+OhGEPfzO=(#xpQgF+{#(i}o%-r=s;Gpt7 zqLgaW_%rPzrC!@M^5p7wtEDPSyRTYLI1FyxU2A-=*hpcCVF7b|BYz`>gzKq94e1=T z$YLMyMv!V{O734^_Z24YhMVucCxT;7xpA#0Sa)mnKNI0`eC0 zKo~9O4ZqhOpV6uH-6au`I9K{)y9Nm3R$IRXf%be1+vDuP$`g_qHA76GRrWetH zqNi7k#51wH81Kq}D-6*C*XvPkhF4ZHtNaO;o=AK(_UG&T{i1WJAB8y3$(Puz<%C*7 zLAChbexou2v>NDKmn(+;{0BE;Z!!QDfC)tV2aXvCv3=E1UMMTWK#K$8HK;Up zruOx>uD%TKxr3R+n2We(!SXc@^G(S;sSLdVJJ<-Agwir}HfgIT1`2E&N{q|SK0t6t z2xw_YJ6Eqiuq>!StrR1aH>J$Y&8;2Z^bOK{ft=~lMndl=eEq-a{gr90E^&&I-(?6A3J_A@ zb0by+Xo56{CMcg2{RV6j1LJTh|EYb$JbI?(h~|P08yn!e9$Zo_pj-X!F$l=!Zz6_>U{YIE@^cqO&-KnW5%hFc+?v2vk zD>yhzz@1k8AhbM5K)sxX+fUj67EnlUAli9Mmtgsb+h*O9ys*Ot&k(P}L^-YCW{-s7 zN+9{ZoX+A_gy?%_0z>RG;Lb_4KbCA)#s`QE zWe_JI*W=eJw;9o)1qdVxbmP-{k^8r3-ksl9{|6Pk^O1>rkZ2m=jX*W6g~($B!^8vt z6oP7O?xXkxuAU=JR^>itM~X66St6bxe`yu7zr7CrTN+LD_7 zzVm+MbC-S0jODBYMT-S+Lq8E4{K4ZDjfRK=@Ia0h*;(fQ1d7*V-Vmrasf2s&0}%mu zDv{d}4l>49L!SPG?Bw9!-+o-i$kr>Quz@5|1*`!gYsGWlCLkaWt7qcmbz*#VOZ(dl zrs4j+!@Rt_Ptf*(oZg1WZ{Weqmb#=9Kd5EgBy+8O?u?tH7~1|4bb2Gqp;Dj|oe%`L z$GrocM>T+IFM6fQAu6G6iyoGr?mEbM_CqFtQOSwxMfAyNmNQwl3BY^R%_cEt$5P6! z|NTkKR#Za0s_pV!kKxA$%L)0QH!5%UtIxm^u5*}sE(d!0crszrt4rW<)9ry9| z?E}VL0gJto1UQQZg@4;igvN<8-L5mT2#+r}#~|R6n$!~>2)!2cQYbF_ElmTJ9$3)= z{uVLVjxQ9Mr7={)(u*qgEgf0%;b#brszJ+1rs(YaAiLEc-Ij$2-E@lqw)2r%3^MN zrsXH{(=NfQSV-3x3ke8-D16pn?A4pMWYv~q-tcSXD-<4v?bk#4C9VKbP@5r->GH&w z4>{;H4B4CvCbuXE1g4mjoE$pWA;1oADd}Q&$5g;uf`D7ecTiqbRmR!<9FXGo}rRF&=<` zm{__=GsDi~o$WvEJicgFZn5anT+nBef*IR5rNB#Z92$ zm#}H#;1oxvXPy4qImfC%<|vKaLb^Qs@lyYrJ|fO0%o)yu|GU=0|Ne|4C+0E!(;#GH zE-?rJ=Rr3@<-&In^)jE;kLqan9K^#V)_HOiN{w?7jl+YjI(gsUT`qB9!PWX$@h!C4v=+0)@ilOxFIYnF7&a)96(Pt@ZBT@FSeQ)R5?b+l;~{|4>Sj z>uQp;QJioNB>&AnbR7vdzBpw5KYt?<{&=-BPZ5vn^|Y1I^&(1!=NDvej@4u35zi~q zW+WT6)`$jmY7I1nBziU^U-FVqnHsKE1gRyF;aFM<C>zqM(_pXXBN3a&4~uvFMDtrf5+ zgTnPCrkKbn!{doC;ULpVE1|;zipXD)B)rj2CgK%n)q)U&h?ff3Kn4&fI>2EM5pz2s z6Drg~?NJ^L3r&ZwZ?+l_XE+@?e?D|`Z)&5NNQQSG`IU)osUI=jfsP6|C4{p$P)+LM zmPby)q3W&R@4OKEKir&RQm>3r2X)9}gw}@!p*=o5lH^JQ^-~mv?@V(lg_lA0rhpGu zhx|4mwkvBew;E$9cLUu3!cp^`_2UK1cME}S=n0}Gua8iT!?iyV*8LUdP82cO0cmt+ z)@Ho>A?xmi)Y=awdtkhE+8bQIO}L3foDWOfDtg}cPaARoa*%?8p?+DVh97fFyZ6K; z*`YrHaF4#<$9rfRE4u6Uz#L*{78V=hAc?Ah<_jin0`QBgqU$))MG?M$w2WnT{3al1Z-Q$Dv$Y49T`kdMs9&K?V6!^7kZB?FP8j0UjukUoY1tBVN^&hIT>M$Bfp z+1*;NKulSa<7np$GYp2pa^UJB&I&w|5v)el3C=rG9+(+H45R1%)(P0CpumazS7amREuR+%R)VY7%KK zPS+6_u|e_^9^ZmBc$TpANToxzGKvRPG`NW$8JK(z#owcdOCog+xM$?1>^_%IA;0QZ zbe(trC)P<<sKfiTu0hHBF8%VM6H;qS?Y+qG+#HH-iS`1y~M*oSd0p-`X`c{TAx zL#CQUblVt4!7c$^P`rjp`)QO1Rd6Osf$J}Ec(iM>xCtg{6!9;?$Y4TuEffVH(`;VI zOb&jsnU~VA-iiM1K`{$$(C`{KuJtqRsb`K=kg~H1&K&tP)`6JfeUNnPBO{Gwf zys*WVQcul>9mN%7waes=f*|c5+m0mSC}PfClyDz$@Zk(R3Lh5TlrtW%%j6Lk&uSWl zvIpfA3PgAK3B>M@{UB9*BWUpOsMRx<>4_I-AZbJuvr6&6DcwmwZHG7aE?Q&E#%GSk zX#zzQnMK`a9cT3m%1f9H=dlyeU5)L`sh>Btl1W^~7 z09JMR78e)$P1|9PpIQA^?1BqD6(M>fEr73%V)9D;1O%UT_b#G3eAe^@4)7kZbLQE; z{p~nLT9^7_*wi|r(ByuT{;f>Bl>QAa1}GlK$H$p$Hn{7;{H6Hb#q6Pir9O#p-%Xi^ zCc&ctWfe_lcr$jT=D<607=S7N)~&Kcs0`)h2s}7q@M&R`avzuIl>G|U<$YMae086I zPKTq`!zR<}%5+oj1_AvPSncHLn>c=-J;`fb#c%`O6K0ds1MwrU*>#zJX z4bz{VUfzv~nM^-8h!>%}a!T_nUgD|2P-#ARKw>uWwe5PpmW{19rB3_7W@3wqFe8*E ziBuHATj>lv6z5s6-BLHxfQc4y<&g6x_P#fzN@2AF7N~MpbQ5y)xeu3Q-kvmbdZwrXT_ zK7oM)=5%#!`-shk`0Ol$II*T!!>r~BH%COK!*1{74Lz>|UvI%QFa|-1>|&5@8RrU? zxVpVRa-XPzU2(OspmyebdA$Ka<3VAyVSScKW0rZN$3}5Ah}6!cn}={Z^l;zwM8BdRkjTU<*bT=RS;!+vds>VT0x;em7&=-IGv9*D*;oIac; z%5XtO*Hmxa(fa+en3-@G_REawwf{2mLZ(va6gSBk;j`Q@-h|==DM>AkTVjBPB>%Yg z9@B=+F&(bba%3{BS!VARVvN}UH|K~t1wGgU^2%X)D2pj8ZUaa*ZoQh1JNh7aAmF4m zmOb%vAx0TO8P2FJ1hiThE*j{)bSPyZ09ON6MrTI?Q2&djOehLZV&2aLwh(F;wb9jk z5mdYh1)BWt6?SKM%l8846qwux)6JMU8N^MkcdEKo-oEp`EFO3$gQXtK>my+g)o+-z zDS!;AnJ-=w#4Tsd6CvLR4?b2rM^~BDDJUd;CED{o==o`>>1trUk59j#rfd7YlpkZM zKgRMNIe$mk<%ret#)-lwr@(p~N!ZlV<_x%!z{&NY$FCTXFQUMvp5AreADp))*o7nI&z*s#PA*9f2U*7iVkh%;;V}S>C)4#5@QitF(|a zyhoM*^T?fSY;13Y@4l!wLrc&7fL=}naRX?IZdw}`FP_cQ@84BYb7oXZAKs6DnA#v6 zY=zXW%?^+J^eE>rj4olxK}^}SEQ4T8rDJK26NSSlD>kvo*2kl2BL|1(duDrh-LRy5 zybE6~Iqw(A$wC>;mtDSXAWg9SAUK$1e>qA_i3;{$NSAk+-A=n#So^#IK~WRLY#%QO z%{H$bTt8S`7xqp?H+jc8aWw>d{*e=xDM-9T@^Ba$Z;P? zzljZR2`oC1?kD0*>qQ=211|+~{)CrI3vzxgb=f{C>6y(6t$-OJgy>znMSCsz;R7U| zFChqd(d9Z`$hBGSa`qQ@jIz)%JzLfT#rNiY)=jvrX~=HUh^-@WokSl?C1V6x1xB5F zyu{1Fib37+fTKAkhuPe)@d@}QF9%0*gajK{%!;Q337}25Ne(JiiyJmr*u;?%ePm(- zGPDyNAptqm4NuP+%}3k%_HyR@r0nsIJI668;?@ct7@)Goz{81z%XqaoP+WfJZ#BiK zl#DTjI%XP9PT54{fc8=9c2%w4oXvW&1~TJ58}=8$k+pPTXy%ZiHJs8Jt`LYB#F-?P z)z)*K&oH!)zegFO) zd6#Pa1AEyIKYGl+^mGwTrtZ0&RAg3-wF2=nfNc$5@06+%Hu4M7l_0r=$y1o38UQ|@ zs1BM5N1f#>aU{Fqvg_p8=}&v}Dv`7(f`M|1w9*ioYfu>6T(~E>-ejUKZ-!T{0aKEY zwyAcdj#fVQLpq2}k+a=A4~GCTwF3vp8k%xq$k$h&97U2mP?Si=9M=2*<;ggQ>q8UBy6Gs5eJTW*B!QoJ%P4EFYk1( zqN_3!E6#4%Z|Rk8J@M$=v0a#pdKm+p*qtYa zcOnbBEF&YcjvR;gy}dh>5@0Z55#4g<2f}@5!E+4nGM<_l%iBwA&3JzKr63yS;VanK z^pFe}UqLOjF|qeB>wzIRyrY6b;tHA$f;mB2?P5?ri5|VXP8Xvu-$v`?-36qE3kc#ERizU7nNI` z!G~uda2-?a?Y`sXwRiJ+ur6F~*uc3I>6`lovuNwq4QA=T-%}miSx8vWPp5Ar26fK@VYkNyctKG)K5+Zv~5aStW+=&5XJJP?wq- zx_18j`L}||nXW9y9EF2B$Q&b5pAd(4_}1vz?o-%@G&Rt5#$IA({G+~Khc~qB#My|n zQ^@#)`NU(gW+n1oWpu%{?Yr2LiGA&+#VkXe*|R@U5wF<)|3#HRcKl>1ame*Sq% zNgn6HsUt^@==-fOM;gdXG6sD={5bnM+`dRJz7Z=3W`mV5@!`DC{~qGP^^4K zxfXxof6O2f{}Qk|cgaf0T;J-}RSP`|nX6VeOw6rJjIQms(X+5LGB@Ks#(Df0|B?NM zR#rDG1vofN|K}CQ%qTvpA+TULgr5ss7Rkr-Q_($Qo|Np;Gq97_ND$hp4 zMzdZ=m05D@)~&q)=g*!s>@TOD*hMa^WRP4`TJ(bltLqch?x&=1=#>W)RaAKW$g)(5 zIK6_7_j+NhLexp;#hlcH8OfVBZz{NrZ)T{kuYZ@FUH$%+xfeaZFJl8W71h=G>5(Is zvw6fSILJzjFyfoLn{<^tIj9^fe>eH^`!tg#u4JuTDQW4ACr+FYw4e02ziu;^b+0nJ zYO+UWCSPi5YOl^%N2yqrMJJnTa>!N<9~-sE#hp8M(j2+ub8pQCMO;s7j_s$;@<6q0 zt3#XUc&_{|e7H7WUqXU%JB#$+Ti`Cuct(x#Ns>uR_6|NizGTg;d-w0JQhFubR_1@W zu()`%zlr;rjtx3`Cxe5k2ruATorA-mzh zmQ(D?u^)PBVrcm-nDom06aq{A5AVvjUU#j`@6eAN+ozKQ&3jUd`R@k>(VCf=nY8B6 zDk&*Z?Bvig=}@O4yXs}=YCXoYZ#nh9?AFS)b8&H5vxm>@rQx?1r2&}J>uD+D~ zSJFXT9i>m#85*nfO9Vxa>E9dr#JO2JVD0XpZb^I=R zd_?_?`%#UzRoK%^l{dSq7-uK?#Fdq4Y)3mje)%G;vsC(&b!2#WKNr_FiVGJmXyrMS zR!3iGdVO`(hF!;M-{&!8JIcv4alUc0$6T*TmKo@0M=rnmoL)zP8+rE5k; zL9dKoo{dvpImD__qc=O=<3Y#!sIc(tuLYq7oS=|Xx4bO7DpGYzx4kw0DLc_ycX#UG z>h(L1NZ>-gef#z-DCh}?wy>vV@AdNLO!J$TmhDxMV$Xtuv2UYBgxx(oiy9gN>k?E~ zUAcDcUQ*Igxo}~OpLwAidDHjq+@VNnkRx>}T)0PJr>O1*`>8<{w*;@fr}RsB zaUY|oOLwp<|N3xu)!B3Bw(i(bl;=2y6G#8#$&)wcKf~~9X4^2Qg;|BvYv&3I3f#TC zSlHPgg`T>#a(H&aSiq)VLRXim=N6In+c#H)36=XYU${Ndy8}0<3pYwRPI1j0oZ@u5iR(1$ z*XVrq>TF6k5OiJ)iIEHEvKu#~Se)r%DE8X>oUziMl<%~Y(OX1ySLqacD6Et^Z9CMO z%M)&ZfA)?!BswoGN}V<`H&1aG{&ly0@zkwBwy{576IT2EbQtq2&U?;h9$(ql-=FBP zFq=`)C-?k>3>6#hcoLT3Mg8Ks&HLB}1_tW7vTes+wNA)MUb^&bo4mT3+M%DQ48854 zp`reF(o|El=$dtObo|N9yBM!5c{vm3!O+ikqSwE=qC%F6?f$)cR$(H?j>)Q}>&q}l z%y$NA^Gwdn%^hB$SMy5dX_5~9S!dmtruVpl>()@KN^o#6`-)ENe5(LjVTX6y$jlJ8P_MSh`{$f$etaf_c}>lo6fJ1yAZte(MPnCVZivPPez>i}AA{f($;g+)biZu6ueALv@{1RuUW=d)d$ z=f6|zn8#rJ?Zuj5;dfYHC4(T>O?!HO?Ax=aJj=3+!VqoGw?V>8TMDNuNW@tf)#2rh zwgS{dV`+zp=@A`@!Pea8e~d}_7x&&bf||Nd#3?b4q3Oqu5ZsaD1{L&4a|QS&lpmrm z1lBTYG>B!a9ZS;4tkx8fnB}E7=`??m0(F(eyfsIlys^1i35(-7y4-#Fb-6gOC&(6ZV5Cyirb?dR1Y6M#IcO&p`*yPn^3IeSwKHR=Pm1RN>@wMrNSMI zLD5!Dyrj_nY;J03)sWaE>WorOv751W%sIuB74t(GvV**LmU5{X^7u$Mf5I){owntG z#`N*qp#s)r?!1yg?0))huYPj9IrxL0o}PYsZYbXt#}nVN4X3U5VT!W$akeFAo8ECQ zKE4>mXsP*ysh`s`Gb3102M34SV}Cr)^Q)v-qQ@$*`yUcMaNt0-3WrYaTCy(FJQDJx zZVe6&K6{q4RDusQ6Y0MzZFXtYZO*qZqn24a&!Lwh@JC`(>A(dkO-=eeCrl`Qp$W!d zqpMG;u`)3kCMlUnq#INg*VhLO58rTFm{9d}jL&{~OCp0YRx8ubH9TQ5X3}~mX(W@Z zq?xbVgB)|ze1Qn9R58>p#e(|!!LyuUjo_R)INds$i3(Yo^O z11<0QN-gXs`z7ma+ZKGT*ZJtz(G@bBy7B9d)~B$VvewqHNHMpS#{qLD1ilUD+q=qz zoJ3dMtmtS~7s%w=O|>-K+8)TE-Fsy0chLq<`yg@@pQJB;|2-m0^W1=1Iksc204LFn zV|28%4>L1w`Cjc7Tkj&8yKhL_d7tm+O-25S~*pXuY#@m+6Ro<1_nIi;trYr%+ve+#z>%CI!rJKD}Gg9|JCBX z^Q7hQyDj4ug|{YZ0Y^2?W0kUQw5>$F(7`WgzPFLN%)-ccS1Cr8)9lAdsemJK`@9mp zQI~ZL3_g!_RigL)LbL02M3F4~^yxm@whxDP9#h~BsnRX~L=u>gQYQcAfK{^+U`qZd)DR5nk% zO;1u&`M4R5KGK0xZ?^*7SL??O~Pp)gN3o?BdZ1e8Z;r zl2Xid94uq%^;GjplWGp8SUxmi5ichziQPg|B8wVsnc1yrM@)bUEXnC1Aq@{o%;lDN4$Cc zT7G5OP~M!Z4$9-0ABtjqY}Ebx_p5=2+9x#g9I}c5T5gtEbe6?UH8(dOCjAL-SB9Dv zU(Rd#U73n)VPWBEQv3T`Lw=XDtrWs50d`1x99f*1&OL|~aSsu*^K;qKB>TyA6V>L; zUE$7)k?3oF$1c-t*swt>-$^FVVaBjFcB{zZ^ufSmm#=k}`2z;^I1av&c~0(0-om6t zSs;fT_M=p^?`UWFSj(-SH}L~HKC_VI*@k$P$2jYwXn~3^CAR)k@MmhgU!JAXx=w1=v2RcUCEmty&&bsb_Ojk z)2!upeUb*iRdlu&)>9u{Em0$rT24+5rSkT|EH5=R^=&)5G}KS!{99zljP%H}`L9(! zc$S=@R9y037)ZtPU$; z8fKA|{PFx26BEtV}lV$m!h4|qMED;j=|bAdXq}(6@x=@s=ayYxhI?jN0pwo{dhy3@=2)eX+> z)JlXYziV|KJHMstuu+ao^i&_mHJty z?@W@*7XCn#VXUS55m8ZWBi&8gaQw)!P*9bUH7ETA?|7VR`F}J1``;H|HkMM{(ki|= z+jeTAGHz3;RJ3A>1%4q^^4~A`exWX@t#H&I$=(WUrOfa!B#VT3X}C+8CpMwcz& zCzSqaBnMcz&P!a3Q>?mYv~T8+zHvajPYAXKFp8q}Q7nwtf9s$2C6AT1YJDN|SkEn? zX>EzOsi_}PKU}ppFbdmpnJssf1KVkJekU8P3y)i6dEIfhFVOa5QO4~~RE)xo|GpX5 z!&EHi`>7K$S7+LNOw7!};@e%e9C+{hSDAT2<&nEu`TA1#Q=cObN=pCx@Z&me9ogrO zObh#`Yg~}nDcYg?-`n{-(8X0c{rAEx%L^s+Zy8D`w)x`C=l;F<)ho;YYyb4`XI(uV zMC-dkn&yh$WWGob6VnF9v$H{T?^iDGrtn8(1+%1S=3|nDC^&CEB)?if@$YkXW3Qz> zVn4#l{sh;#W$k{kl;!(YeJFiMGH<*iw0=^P<SHDRWI+Ril#{=73}n@i1|73;W#5da2~mC{(JwnnKGA+LfPtQrc&K5F^5fK^YImzVb62XvnyyR?J;-{LF!1ToV7 zO4-gq*6zX9f4?JfUf)gk4s~*Uqgu`qx6Jas7XF{@mVoWHmMyr!L-Olb`XRwbPP_xl zE6?)prbON+-{D)1{>FHnlv}psc3wTnHLgz1)$fBrLN`@E^z6!U3VilwRtg(|^3%V2 zJF-IOi&<`)B2D|Gu%yzZ0CHPg30@?>w?u166}#ujO_O)y>?#xfG}*4v71b zcRg_EzhBqYmsoq!X2^5-P0#=LqSAh!ja9F2@5@%L*dT$+cklmD+qi?A_y;9NaI4ub zvv)>IXess5r23KfQw#Zfb2=!oRk!;~Nn5S1aV?tI+_1bGZ|invklz)y#kw@qE>t#J z^;ie@9cIM!dR!o#96d?0yx&J~;TJb4t6@0_Vz$qf>r~05?+zbdRz`n6)l2kAv=}Kp zwas5D_wR3~xzg|Pi;9X;duu|wG*jsutC4vOjTQQ2u{T5b?^J-vX#7ocOmjDYL0Q1j z$NBjpfSWQSm#{>ly3{zY0!t$AGm`E7t(T98nz+|qJI9G$6$eL0CC48CC9&H1!f4~s zARRnrKc2OJ_U69%`z&NYDr)NbIffI`3&T9Wr-5+~o&0;8lkSQUhz-H?Z8@l zoENpIhu)0F$!Wujw~Yb5W17o4WOQr?WFqR*&2LRJ78ws;dc7YKm_CFR`ja;(AaNe7 zl_z&Oi;2nLC~zvF1_1XR*j55;Ft zKFPvClW{oU{o;3>2q}Q>a*xN^VhRSDGgkm?$5t%F4*ALN>2-vb9y42vD6Z$U z?~;4`;tD_@>sNJ>+TVK=r7FfV6s~*L8 zFRG0jUxEYCDo546ztMKDVnA|&hp_$M&Rlb09lOl8mzYP-#3*TvY1%dL#ki8%?UiOK zpJzM90(K=^$JrBVtH8^6PO4k2cIeRmHXkB9G*#fv%P)ST8gyigD6)2XnajxgB>=CkG(kdMGr z!dq2H(KWqH_#z!l#ab)l{c>q-c5?j?h+4gN?JK*&E9wC6K~Ue6a&F(uoBqAQm3prf zfVEnd1vB2J6C0DRbKS<>AKn<%;KM#ZR9vxYEi}b~N|7aLAoaSjM$~}4O*Y*boOq4v z!|kkT)_oUSbM0eByj!Bgy&LnLMJ6XFc}yCs+%w3I5SA&XE=^mlT+9xo8FWP#@?N4= zu7FrdU7{Lyn6P8~M2_o&2fqdfE8g8~r=+I7Xg<`G&YEyBsi3InT<%d};V|M9T>Z4x zX=&lsc`y2)NHBEWV?7G8E`ae>udj+h_4wkx^3A3;C6lT0i{``T9%gy#;SQ3UGAh2;|5`DUmRaVrZg43v)>E6A2)8G_flp3$JMUEWtC@GO3 zqNS>>N|$?_k=No=b$2;Muf-%`>s}gi+!{d%g`hU9>kjivfSewJoq_k?N<&jv?78QV zR?bNXn0n*g-|Uuj*vLlqla#1Xi&stYf|1f!pVU6w_Ng{STck7%n!sVg;QMmWmpASe zP&S@}atp<96BbT0-zgM&m;CE1XI{yM#y8l4DMH}L0*(uy-|Ke}nv9huWZg??x(}}& zCPa>M6Z(a}6mvSYP@qr9n)&e>Ig=mno-jDiKLP1xQX9nXuIn9^c$A)Q>3hbu-~m-{ z_=SKYrQb7*;~>F4>e{$zQzy39OYksqC?E0PkZS{Mn=xWDTBy;!oG~v%;NH-_POnq~`PRcl+aZsWDT*iU2&)jN1p#(uLuv}VntWVLF!{!|q2;XwR{vV!+ z;;!$n=R4Tmt=%kp_(;rIQH$ck%CTGSuibR5*n<|jq49uR-^)Y_gNl$yQ2uAn3|n2^ z88;jw-}%XbbI@U5*v&mjW!J9HXuSCTn}G$6Xysfwcy?}j`UdFz z_4>q8>{nV5r<~#$O-;?=u`zDLy*Q-*7}5EsJL)AT*^HuZIWjXDB%@wJxVn*aC0I+_ zX@(i^hJ%@^^O+jkgoxMV4}Ut%9ZgP7rt4G@%OPSMcF&uNhBrn^;AIZiXux=k`lTpk z;vyoY69-EusF0+>{8OYuvr4zKkJwo-8v6_lrl0( zHdSfyNN?R?>j3ynb+w-u6ZOHd8Ma1x+gE0z1!u% zgO_uf42mu$A|fL9!}!qZ;$1`|e*rm^20*6Wz24;>V3dL4S1xbGI9-@~Kqaf-2=w>& z508%%jYgpS{kwN)p;p3wD#KG0PCzikP5S-&_r2U)As~}3xToq}4r6~dK^VU>J=|t= z{S%JYG}Ir%>X$%y)EyO}&*2zXXImSuT(#<mdQ##rXBWuVxDi7pPoeFb4!p7$Q*_#2M7tYi2-N%0~zr_O_==R>;GN7N= z85wJ?00<~2sr#qo%|3z}FD=8{?gJfBOKcF(N*Yz0n1vM9ef6Z+-IXv| zZjAgs=Q#$<5NAJ4{HiX+O@Xq#`#K@Gx5JliD{vvNm5&sCWBBbJ?$L@Nx4Zy0g_U>U zzb~A!s}wSa%N`9F*-Pb z>ZmtR48}PMH=I*L5GD8ONz-Tu;+GW!3!wN2M{xmK(=0 z27g9D7dh5!o*#{X!tL9)eMFp{%zoy5g?QVTVY~}lBL*ObqW3gC9i0>uz1lAMP^CZ+ zvl^6L>|pHpRj~Iv+CI6_W9wik+pxZ<9J{%6DJ}nei9`*t>aIGI($$9hMo1lwd-Y4n z?ZAYE*n|AA*kB&WDOKH@T5-F**b`r)`rS<(Pe(wXE5JjjS)#deKf5aBp>L30iz>ro z`ke+4k>E+7lcrpIKDW&bvX+&LxULm9Y;5Yk$JphHiHR9Cr9~I#Wt#sSg}*cg&zXMj zUZd}C4gpEm2#BK)oV5JoG24aBze+yw5+?-=MKMD|HhAL~lonL9uX*g|JkVq@>s0)x z_8-Hyf(BJx(A@kSoQmv0uYE#NfWU+c!|hSm6WLg{SHP-@U#%YAQLRumI~dF>h|R=p zLE?g9=)T3-v#TQ`BjKkRjZ3lW;Zk7PfIMpIAcOkMh6DBzp+ASp|WmYJ0Xv}~O zaToeiHXgW1!*#0KahaR<3izSeaN{EYZmX@#)~#DdVb+ozogr7(PS|*oqxU|c7hvwa z;XBr^$;-=|pJ>pg3*Qb-?Lo_ZzGYQDsu{aV{8{*k?vEZ_Llt*eTA1=Xs&S&u+S}dz z7xn@Thn8mF#FilOzsLH(WhSP_Z+gMMagGn5DFA=}Zfm=X1O#@b!DvTmj?;pGN>|Me zcAO5k_wP@^V&Ihswayh+i9B)?X2%DB7{K$j#HO!bJaF#O%b6eg`ubLV^`2PbG}|$K zScH*nxY}ORppp4FCMKrWH`+vd>yr|;`mO*Lk%Sx5lx4{ZOG>(CMn$LyUQ*p{h893B zpp;dHq3`_<%^1vl7wjp;?vBs z;B=b5{pHIS!V>tcy0_r_dSkK%=T!_Bq9uJ;?dY@od z&9Zs(=3pM97q?n`EuehB@`q7a=`-aQ9?pQH$9Vj>ywHQW-ns;OVTWgcz)ESllGaTg z4vWGzGoyM4$ViHc-m3_kf?E=$%nlnWzTTr|7PdNVYinzwc7B+YKl?WjAGGgF`A$Nx z(*9t30#;7adhOwpZ8t#q1>2D!#Pp5fRvbQ3Q9sOaFgnflu#&$$bt=L|Dns}!$?t=; zyfJMKz=`Ds06}vH4It4j0k;Q_6VKfv${Axd6So-Ghunsd5XbR+YhPw2XMz5Kfu3(s z>xAsaDOxuNPK=EmWMX;%P{D9F7m3ZZ=IQ@clq8Akos*L=nD6rkqyUm_R@a`WrxlKUH{RUuR--M?mXzAKg}E2;MR6_Mlb z_&kI*2CGmp!NH^wM^WFo?LJ!!iT5*eVYJnNObF9jzGDo867wvJa`O zZM%1u04ce2fckT?hIv`tyqlAtgiDql( zuR3v?l}~dPwSyGD`RR6Vx{s6KxpbYvi~NV;ncu&X3lB5N+U)ju!+&~ouHK|j>Co?t zr8_pM+)sVxA6|NW<*uDtsCV2-QKH#2E0;_51XHPJ9I1qGS=WpM9d+JQkz>brWJg7G zIq=vUQAq~}LFA&~+^mLf@@wJvXl+O)PTg%=+nb{ul8f_Wa!CseZnC>}1uEz7+JGPr z_UTE-SsuL8%EeuU%8GOIJ&H&jQ6yzJVyh=m|7J%WB?2m91SIT`^coC2MPb+UPl2y6 zS?dyn8K$nS0=0XFm9EJ&*Y^BnKk%J5RHztWM6V^=8n9J9MmCfwg%^oOP=V>ixuLpd z9PH1ezgu)r4m%BW0(10cbksrqL4Vd?oS*sfj8m*@7l+1MlW%r=UD`^j;OuP??JnBA z{ZJfwXM{pwgpRfJc3~Mu(*Ld5uZKC1Aj%*Ok z@B&VqVx}3vFVFeB(OozVtM)_1x&RQ5Hc9veP^96PlS#_#B%=}^ZVZq}^knqQL&ztf zcsDeLfA5kDT)T-*9!erIrC;!oaS%wbzP}+I@)%V=0R1rX3m3HI!WSbt5=6RS^m83O zy&^!$lQ(`*ynXwY?vtO&)$g^+`IOMw#7s<%pt60euJ#4~O?O^$qB~(yf=Cf>nOXB& zPpDIEV3$}fYy{%ES5?U)$AHc!F`CUP7p9B5H9wWVR5vZ%-~De~OK2ObS_9P5 zDlkmk@((13gTUc&KEAG${Ke|*&nE!oZ{4~@1W3Spo`Sq%=N{28Liz)wvzVJSb(-ni zMH1K1(aaDYl>_bJYs2`EQ960O`E8QGm#O|HCFA0*T4CpGkoUJ{EmGjwCmp7b1Lv~B zTo7n5aGknf3bsv%IP5*jjT^}tBl{9iDLm&v7+lmmx-AG#VNH!v$}EX?k_;x0fz#Xo zADG-n2-N7s-u3D&P%a~6o}bXnwt9#V+bD#v8-4XhXD0{B19!-y!ZrABl!koGkl_h*m(!S5T~rlOL75QXI=-`d9IN;f=3d@lCV<|f9JJPIZOS|n^XU**8Jxe z-(Pm>`2RVZv3mLvUUJKR+5zK#^4fk&^w)?3Y_A?tGUeJFY+ zU)_d6(D~_p;-{Sr_>1VyQX6>qB)(W*evnR5V&{QVkKEl)N6N=CXlZE`C;OH##aGJL zwJZJA1WP`WRDq>;>vdB;1-9e7PkchQJMK=q-jE!sn}y!3b=eGZjQZ#ISy{}s{SY^w z3LeY)jDIU7E}>{l&vbJe#<3 zw{yLlU-l7Ro-_&&FB!0eLo|_RW)XbC^bt%t)NmzpC3b(*(fc?8!N{OrGc`p9X%h}h z7cT02oN}*V15gF&t>+%^WF}e?`ZrDy*=xCd+aUwi#wo?gN3Mi$cTzy0I?K`k8o-P6 zc|eS35ZigL*M7ik0{W=}DjP&jaY%x_VIJOu*pLqePi*V%c1Kzsq5F@Ol^mtB6ohz? z^e-ePe5>ivat_=1>D1N+A@noA4btKpzki2Cvzy;SH|;ZV{7CjWRvxGINUU<)Hf-;h ziiYceCDU_r?TGc>3QgNiYj+f#rbGU(-+sPvA#-Cwpf}60xIWvpRHflui1Q=0T!F*H zrk$5loQDC6i;0)+0^$I$uFW+=%fWwq%i_oyPU1oo4(_511nlnW=neSt{Yd4)u}Fj4 zfB_3pC=GR;pFVvus)|^FkT%-1Lb4`5dH)Ag+fSl7!mjvGcy`GNW!$dq_wN^}Ng(2q z0Sutekp1bJL9|{@P58F|`SWU`vjD4Uh;sZ<^+|mw zGSjoO*9;8YaO9z>0f4(g)IkoLPB!FZWZfTcW)>Ernb`C<-c3k2ylU;nUjQ#LkX8JG{$m7<3g%2P zW*AU(UjsuD*A+$xeh^vANzfr;gk;w&&3B3X$h8l|0&k0#IUf`l;q4mN^gH*JNvFTRqyk*`HGlgT7&Sr4*4{0DGi zw8{t^G&}8|m6dWSr3YadLT=4eb?I$bqe_r8@Bmcu7uP;a-BeDlG4(( zjl0mR@2*^9SQqdAYKQ5L)oOouBxRh9bTNc=%_Hw|zg~u_jes;sPag{F zQaZ5g36-4j*z4Q3Gxe8!P>Xu^ufD!=AUx8^?V2%5L1Z}yv@TlC{RTUL#wh5loe+e_ zDlZEvxrTarE>TejNj70XV_&t+^H)yOnM2|Wb))eVjG)r)hk zF@5}8;4Kg$4b%3O`qfW)#cKS~Vv#xy4 zen&gkP9--9kOid_L{S1I9_NP@J~y`5c6gWggbcf)n%|gBB9#+XLb7voq#aufCP zqo7Aub#%ml>@q48;*}3s(~7xH;SY^Mmc)R$K$~LAJ7|`@C3pJMqG=_)7F`uGs7lb6 z_G3^6D~Np-hv^A4&k~;qhqi(>0IU&~;m@CI1mCm38Hcua^5n^3$my|}8ft3aa04cX zex~H{sdgf$dvPR3GY_zy-ia6@B(tc3S@YqOMZ=wV=HT1WN`Q4IF8k$f4-KZ1E7dV z*FCUoQmZhG1`2(0AMmTm1(T2%#UlC@q-IjN5HI5Hw?k(;2OQ(@Qs4K8KlI|?ot;IP zolwhj;KytW-5gxghk*1b?7UEC+M%h$z=Qr0%=;MJWkvT6Q30#&(@;j)VBr(};;^b0 zA)6p?L|IO<4~1kYgATz4Nd(5Val!(>#>K=i%j_es2dLa z#CRHPe8BvtIR4u((1rIyXWvAELg?v-w1`xJJU}?8tbCF>FXXKA$ehP%=jT;)@k2?) z03GR3$Tbw8&I1@wk@f_t5d*LW^X1k10byZbFaXHsCvW~<4G{TCA?iF%40B7@PS?M2 zxakML!)q^Djk>^f)F)mJjx@^ImfgGEMI$3{36cS-E}`D66mve;wa-u8!_|1~JgUBB z>sGQwtYn2R#>nm^lVpfG@q>cqFD;%TqXtkI(DHYl?z*Aj7^nY5*rLN-t8;F==V|ZL!s$~7Px5;8x0_%KfEXVe?iQjdK?0!4kqBE;Ps zA#;+G0~%y%3~FsT1BT?2F^sx=(Z7p6c9Mbo9}tP30}auya18L6qIoVlg@m+SYmuAYs=+U{T1 z?~8?L-oa{}AmIrplE7D_hj?1Mi@cg`7v|#PD&<0PS+$Yjh%gN;tt61yJ8T5}>ji3n zWIz(mB=+YY{2mz+5p$yk2`6VUH9b8Fe9I`=4V8X)F|5mjEqve7;v5G`;46$bp?fO< z;U;kr*%$yFn!wqchqXwW|)`SM}pkQrV-@XQUA0t)0zk`?%Fi=181 zi8r0q;^UQ;kuiet3hkR&P*5{B7qlKyd@yLg;a*E*y->6iL*=X&Hv=(l+q(7Yu(AGM zJKSB)2ifY=jC+(=c+2GysxNNyJr_LQ-?aUE8| zLw{8nfdF8~q%N?X5l9FDxUVMm<2O4>w!%by3|zHgbsuz7oUh@Di8{*qY?Ng^ zM2{gY-<}y|#zc+0Ifj%B5Fo;}PgE_2i0bDO5-rR~BB^QI96ib(*PeQ;X%vr)L*xaL zaybSTbjfD$M=4ZyqF|xd9stKAj);%X7Qn?A-YkD9i*m87?CeocU{?D9aL?CJvS3jZ zp>n>d(8ClG#*gYm!cX2@i3pMU8^bfufv|*}AQr!2%OoPde)y~zGEXqb+J}Zxgl}P> z9Y)?uG&K3JM@mmQX4bUP;qVBsQSJ9fbW4>>SJbP7y_k zq9=@M4#yZ{A*6tlmKv{;@TTk?+-FwV!`MieJZcNnc8bKC+_twTrXJ|Sid24)}+7@)e+O)X+L^&#em zypV8J%C)opo@rhQt?p8;9WTh4KJ);(u7(NWyHnb(u>oOr7^tT}$5dT%hM3HwugxH2 z$Ac244@wb&MORf-g&Xu0*352Uhm)8at4YWWU%#x_6tWgvO4kUtn+^yM?v%48QS6N$ z;f~8=`c?q$87PeCAqcBjWi^3&Y^QpN*RFl3Y0sZ z{4@>FN3v_!zt`ZdkRpx^R23z@8KcMvVdF=bF;I0CuZAMPa0eYf?aIfMWYj3Bas$9M zoZ~XUpvJeRdq~5Ec#KBMg~TD5i}u_P+wL%?R}&^QSvx@%iP-b{^>Og^GeEwOV8|bK z!1OJut5fNF2EwQabB`o1f$AQ^Rwc<1kN~<1&dgn?FX-ilCa0Vi1%a^}VxK<>4c$wU z(2$P-1Y9B__LFmjZ58(0@S)rj(YV<%30>Ow$X$|-H%LH^fqQbB{6M){O^j=3E5h<2 zjy-d?q%bc9)0+arQbrrCcc^I~O-cMOEXIXY6WH8j_OtP1EtcyqCeqVEmB5E3ab5w3=;N! z1B@xU`*~>SWiMKbqdcDU{MC&rCGz|y*gzO~i!x?>uj%RecYK|jt#BfP9WULMg~tQ! z9gPttpaTGPL_O=-y?1j6oIj-0uB`0L!ah*ONd^v3YXY!^B| zUFr#Z_yZ>rvkY+^6J4c(ujM0ng@}i=Ynlg8sDY4zw4mrVvP*r9;ry1&2wempxB zqUqHe2%*tA3m&Ff|K;mf*o;gh76}>qn{7zE32wQBghZ9vA3Q2TKCp(jsTL1&Ao)U^ zCcv~ktgNiWoz48|R8D9{nbYn;DA=3e51kMtmtb5Fzl#Ybu*G1TMq)RUs18X@W9;z$ zLM~?cJs@!cMb|evA$UDk7hg3q zlSK>{@i;t`<78?3Ulrzaaq(L0N@xY?IL;x=XYFq5$-Xb zbFvE|JWJn{i%IHjsOZ==6T&g6osE$VJ;eP+C?P7<6d??p@v2ucdvYt4pi6`{qo&DX z2UV+x;{b%$;>#igZ^ zeY+uqk_VLFB1Xo?YrivW*>dNv2&z7ZPF95Vg095@uPho*B0&|ni4X!A)<)dvEGBAs zykNWhem|5~qvi}dlBW3`CY#r8+8be#)CJ^qa#I?1w*juHk+o>GAgm1aL>CU9#oQ6UdVh!|s# zzqlZfBV$J-60klNCZ@APmEkYJzPsl~uOV3jllWW2nN<@n-;07pZ)X7~sE{Ts@nIy-0f7wFs}lbI5-6>k(BrBSR5|dF5O+9Y5RcozWnj46 zg?siI`P;k{=<`#f1aD?F%pX6h{1H? zQer!72R(gQI(Ih$@R4|6$ZO#dDtBm7_Uzh4q;KeE%h7}2z`M(IRZMF?AVx32*6PqOfFB3eMo@zpcsL-lV=k&bSI&Ui-33^1n$C?*m!%X zwFhP>p>yEAkOWydy)bI$jT4!RCoe}77#!nl?g(7eN=`KhDClF zPE=rkEB;f%-Bs&qn?Y5ipq_y^skrIlPAVknreFDZk0vDuR|s*END+*cNO6ISA{j;U zHFeE6K4qv5$rCx?5}RQVlP3&;RE?Xzq0SaQwE+(S0%dT2_^=I9aqj@6vESIDV8luo zQr5hDnQRvnwOV6J8ziS;;wi+Nf3+R&-io5Hhlp7%cDu@Fee0$ZY~*1w*h?|JTeok2 zdUax^&5Z$kYZugA2s-+W*2KQrNTT9=VV`|{Vx|AE$$)*I#~j23i*U$aM0tVI)N2Y+ z`iOR32o&&kJg3B38l(Dmrp_Erkk1(TbY&LL^Z2!}ki%ek^JW|9E%KX8MV2X;c1Qog zeZutCHmD_6(O_1uS<{n~Zx8VoX&7+#y`BTW*ccx2LD9YL2z6Y!veK=MC%S80>*lYr zB;IfvEe-iz<*DlUe{wK(XZRmGI^v+9YeLsmz`Xy2jY^9!{o53z0V5Sy4sN95q1>}) zPiT~I+Iy2z<9Gm5O>y$QwHg{4cqYvU98)N`wCF8dHvU)yT_wyc#Wy8cwB#3FM|A?G0ZMu|uy49fSfeApF^g=pFjD!${FCl1oMPWYvg? zjg4h;(}Mfj!&|5th=XLYIB!d)b8>TY?cPI4fO&zOkRS$g9ki)L{B<|tjpcIcRR`hHzVzVm5owq zMHmJ*n~)z;q`gYLLmh$~{ z__RygA<~j7SMKg=y;W4}*B=lN2u5dQo_WlI9ZCjFOX8Hr-Z;d9VPO<%*PcDkb-f2r z3&5cdU;@EBe<1)%2Pf!x{}B4FHRa~bthjuVnVFxyiQf7d-$E_*+8W4)b?U{hP^j<} zhvNgD^AZ5PsJHFda-{D=cfa1xfH4i&`~KD+k2v#?&BClP*HwYqQSV z5%;CB@e;v}c+TM`-DZ0~&#Mp*fEkQTH*eac;{0g>1zh(pH(7}saY!Oo0@@!oK6WTI z62Y4Q9*PhdDAECKmj;T&+<`8bH%6lRG6cOJKBU6qh)570M__n<#uBcqD4sloSJY%B z`bA8=B;0lIvSv|uRigx;fFG_cp?Iod;wBgDG4|%wD7&5D`keOyveDPW~_DV^b5z|A;9)NgI&9?#P6bs(xG7nfdH_Ut zg<^x+&QaF@n88Qr8Vn|6XW2fn%qg<_I{^MbbMr-T01m|urgDVB!r^V)#D)a9&T^RH zLY?bE-K7xt)czS0;~ToEFT|UIZm($NxT}KEMzhwOI7^uykX=^EXIu5qq&(k;0#MM> z5{f&X3f6%5v#+k&-yHH+ybKe<`oIOK&K7X6U|BxA2>C)m`V3TkCYE9(LR#rVLNkp=b_!|Iv zMhB<19(o%oFs@D5)6 zJa{*h_-+Dj(J%`_@i<6~q!k0qPb~hB^@f;45uAP2LN6f6#@>b$^Qu1mxAZMhaN+M_R(muum{X13Op+XuUEHyA zXEB1P*2lVN@n4XA0Si;k=pS2by!F%ZGbB5b20$-6)G9JJa^pLS6wpHslIv)5?mu8sd~e1N<8Thl0SPKY|co33=odH1F#z+h#!JK~s5IGKp0WE|%jk z<4Z*5%+H@cCxq+NS-uzr4&}a9NQu>}1XAD~46R4i+YGb@4JNJg*Fqok=jeZailt_W@#5XhQYh}!A+3=JIGA7<{9SH9dB$vb;p=M%{ z{jrsiUW!@Ff*ec+chLd2$cHv*i~>>sqy^LF7#4v@57_YXNX5-g4W-pZes?G+l&Ks1^pt&e##46Ly#2Z&!6^If8fWQaI8?pqaMTdlEtFAxpq!KtU z@v%Ab=S6{U5&GN>rM7l9QSs}=uq-;cn^gZD0{z@d=FWc@culzcy^rikt9T8K6 zUk&{{1WC4c&JneNOl}TmKm0OAj58g`vNAJEykCVv}g6XFe}c{%EF~zxqaWcXtOLbY3%Mt)&z&^Rqri99v&L# ziquEK)6mMVL8b%%_PD$wN-?hQ-n;CPXosle zmCQ6`Wn_eq-*LUX@6Y%1`F(zm?;pSW@wgxNo%MQ-^E$8NJkH}hF6wn?WI{kTgc5Rs z-8Hs&pULNrTvn1SS{p_0t8Vn+lIL#{KK6t|qP!4;{I3V?`)?LN4;)rM{Uu*wUW#e8 zfv&dw&)EFy4f7oMPqq2LWuOarmp0G)Vm+-Q6!;sZ8B?+;EVSG;Kb*}}Lu_;!1voM^ z#fUcd>H+0>t?=bFoA{X;MeV9N0@m5+ywOGO+D@Em$y79Kg|AmFl|OC36;(CFc&o?wCn z@B^SedEytjWaYUj4m6A7!MGB`=!CtCu$UnRxoX}`HbB;EjDmux`ZPsh(&zpBITo8> zPg`t zRw0SlJ?Z)>v!b?l_(=2{@$8b zj#uXaF~+0kM*6Zy$kb9)TPQJ0E=+7exqTFCU5%#_dR8>?G%&IWh19#u_5Y0^#Y(1| zf#OU5AxL9LL4}Nb z-HA){*dz2{u0Wgdqvt)x%g}po1s2s9-zH1t^&bcWtzGRc#kiJ*7N2U~gZ$2gem&S0 zgEL-##)P5i`+^<{G5&yH#cq8$h)Ob*j;#h&MY_2Iq#ntj1c)&*5R5Kl#+{y21`2p6 zK|RJ70!A<$wX@53sEEgaxFkbo5Uk~legc*zgt5}xjFU@M&Fi>RY2*&MIG3=~HhY6$ z%*T8i+3Lq5q(u+_+_~pG%-t5%ybQzT&#&MlqT6TFkk$y~)vOG~TpX>gwc_5nc%R+9cC`Lc0c zDJ_*nU!@6og}GDMDO`r6;0$r-#`eramA%j#z0T?$(tPUH$pceMr9 z-q)`$ggUIi7m*?#v22s-1E=nTxa)|F{sGdD#SUseFgiT^PAFs*8e9ZGq8ZdbQ_&1o zNYpTk3@7w;WZyc0XECk-2K?M{V_7w1M`sD;tEv^(3eDB%cyO*MBz6;}NXOrGIKQ7>p8{|r>KOi75{6)MQ$}Ro{B-9E?F$i5=dxXAdKmhb4GcfJ`zGlAQ&SQ6D^F$UFxG!{cvLQc?&R1F)1lHTpuwL6`k4*gy$@^rnTc&~QMv z#N^}}?YjOgdA#$PlZSr6G0I-`L{sbR{2j_*#!e(1GEPbc=?4btFj5)sV(Q^rlyOA| zPpt5FdQrv2Dczw_%+*>PKk*&1>HK3aSdo_sYtWsZz{VwsOK&ukH)EsyD7fDZ@RW)v zvru6@U!ZTm;Wq@CgU)~^{3Pn&bbC#?z65`}!*duNgM|ng_WJbc(*p<$kq%VB8KdS| zj&S(6bBlCt`Rhyb{%3ct5Ie*pTlWLv$i4)fe0jps8hHx(!pl(GI!z8+l5oe2Pt?z= z^2WPiUk`aHfmtAp;fg|9a|BSSmLjXJ+G6?|S43o;ckH63FxYpH*xeTvzIgJ40hKXS z4*_VXW2FkfO*3s=LsRpg4vtx94ESKSikBM%vC1~ISs`$KfpWJn@WTW`He^0zxrm8n zOL%_D!DWk~0-YR7AJjI-ug;Suh~E7GqsHL7LFq_NN*h!Jlnp8yIOG==YK@;q>q~2D zq>Es7U|OOOM_tM=bW;5X>NWVFCrFIK@o$FS~nG}K9`u+%e8{m?9 z^q;8WS$zkO!HPB|8IpKdfnABHE)kl*x~bz)k?XzEsmzg@ennPO{(gRs`p)RABR z^>m)^Cta~fme_MYzO-7^3J{_%hj4~SV8UQn(9AKJu6XnaVRfpts4lK)9OKC-XGnVu z+ zME;6rFSU8f(aDLNxv*^69qX3+Eu*H7+z)j-NntR83>-J6-NDRUx@~@Z%lE;-gDAz& zr@f|nI1oeo$Ws(xd1i6y4}@aGMH;f_o{Lpb>F`!egm2ecm)4iGepT=$6xk<{t_Aq` zb}Rn;a~ym*8Ky+jegv~QYk!tu;)RSmf~M4~yyS`IKXVldZldm&<;oN5ln2Y-dZbwB_+HvDdEiBPuqpnaTPdvXk~jCo## zG$#q;l!uGdUCn~%#wlWX7kH3R>VYJYiqCGAb^|HAis(OMgm^9u^% zz;-}#AcR@qvChGI7#Zx}>5QbzK#-fn?+()Gp@ z237d*rNe%NxaaHVUmVZtId>4H%FC7(Zg=IY(wSR-h0;tPU*v))3!l9Y8;PD+C7J@{ zq!3i-w28J8JJKDTT$6N!NVlDiOw|JkAfY?s?hO$#PT5--;l)*39STb zmGrR-KiAOmBWnb5MGM3!0MOqIgjh7{x`W#Y%dioxEU~MT`oIq2)fXzRos*T7CEg0hjZ~6? z*@%Mh&L*P0fyPId4$@zrBb9){&A{%b-`x6QiRuOJnDcdqtU56qO*mh7w=;%UR1&gg zf)3W+zCa8xzpo*-n%3(aB`d5MSWP17rlB}Bf*vG}S7B-^yF2~)Q+=mSLzs>d4=j46 zp+FyNc`ir_I4!pGHBlwcrRHrj7h0M!bJY9`CdD8=28BrCnlQ>(Dr}y@$vwwaC|8T-66Xt2rq_@p$-P4^R{Q+Zg@Ns1P~&I} z?LlLrw=sPM813WFuP+mfY z&M^T%38!j6eNg%lj7kUWTacyWu;$SsSQGCXoAUpot}r}LTg_grNIHIluE=hS5!1vq zuW)OH1M^*Zw=ED&gX`f0MTO5syHfh_RKd2r#`X+A|HqwRpcL@cO@EF?Gb|JcrUa~cjqWee+Db?SV`-9u4v2P# zuqK3ck+5b3e;}=YgupWC<9=2c#koF)rU)wIB|lpV{fX5Px?snTZFFPjeu~^iL>Xub zkKs~#D^q<@IniBF|K+1bpyI6L`XoiC|hFnw|>Q9j+AlW z#^3NT+aZ7oQDiToV6Ks3Sqa~od z0C)=aoVLs9|Ni|sW{Vht+1iZ{-Sf$dh*&*0JLE-t(?QJ=OBB)ro#vQ^aAv3b@CE{B zQIB9-xCPoUA8qdfLlu6!oU;inN17fgDADsED1jJ3qmyJUXOgB(W08c_pbrx6& zDV?PXy%Ew51ZUsWylLhk;pDiuZltH5xQ~`qDjKf0*2(IM3iY!-fINpe4$lO?os?*; zCaE9AfC^wY(Otnhv#u@xT_c}xZFZF+d+3(PP#%b)56K#<13Xb*aJjZ;iPc%uMnmKQ zVu22Nx0qfpFTZee?g5JA5AdTTqw%;95NJOHfAO=Te3Bz*wF2NX7;_2aW{5-y9m9;# z3XBIyAo{$qJ3y~UdcD|KjS_G5{rwD5jXn=AZMPRgv}YY1zd}<96nC)y5%g0h(3Z#a z*&RV`9&oPOXU{&UFMIj?`8KB?nq+hqL+aT6pd=!lG!WM8qgO9>f*ufFVqqw>lFZ6i zJCSh0YiPh=u1ggI_`qZUG$KmLwJZlDH{mmOi9z9kPBLM^eUhR}N$b_a(=|?4a+XP71 zqBMJg1&2Z0i#KC6uz6Uaoad)zTvc-a5zQ1?PHxeQ3$8l1=@ zk8zP_IZ?Fa^F4*}zN%J@OUVu)t8v2j`{Z6E-!(1xd15JrTO)HmplJKWiZKgHTB3N$ z#*f?|mKEE>oroyF@x0!ni5Kws8<=dUtW~i_y(cP1K|KJFEFdH(A`&<1G(U1gQ;eq2 zTIieJrVK~A?PxpiN9$0!XbucGS)(8vdKI>0LnW{WEty7T9OuIeN}P;Mfo&R-dj(+} z1=ce3qY_QVfXkB{69QOt`}XZBXsbRI*scJRK%CrO97m`8Agp|L$8IuXYyXk;RA)dp zU>Hl`e^z&!R(fT;?S5sY`VXE$v-t^MD{oWQvw43%yVZekJ5Y(7OxQ*&B*fG#kzFD6q0VHn86^(J&Y23{i-_vUrFbtW_0 zAtuVc%{GiC{c+4h0&?h`c9*-4p;J<3qvCN{Sc6^+?yU${-{<)l{V2ksU-~NQCI%M+D?0Mq(&t)!|a9d+az#OZeQ_@qxrOPXOj@b}la zH+LBs$Rs~?5ngq=^}IX5B6VUnAhy>73yP>0A-UNN%(6{VG7+94CS9cEhIXZEWF%f` zK&;F7#dMEEWz(oBBxk_Yeua~uF$;>W;dr)$eT!kyN^Bj#NTV`g97Yw$J;T#Q+=7;P zgI!DR+eveZ@9)r~$s9S-s^3J6F9??h={o8E5XA;H}O1f`f8%lj~`VZR;~pNN%Hz z#_qv_PJ)M%3A9S@^Q<*Uw}+&`_Oe1%9M!TGLqv@guY5x>2te!-oIV416&3*pu%muN zTY->xv{v}zVj5c{Po;w9)3F$rdZTRrIM7C#PW%-^Aq-W9sy=wVFylg|OS^pZeLMiB9@7!^!mQ8?O_Oxr`~4nSVKw+#5jzy5U4KE3r!0z2 zMb=M;_;ZTBL`X?{L_snC0<2eq^K7GzR=Cyi<0vu|6cmUZBFK(!$P|48=uT$At%?wq zm{18gjvgsZ@tO!aHXEQ&?4Lna=pyqlX#AqQJaBUTn3;TYT^*YC@#8P{*>PpmMe<2I z$mo}&dcpiE8^F-Jg|%p8Yevg)?n>-d7H_HxY)}|8;mx@A5ou0xL;@k^cs=XELC0jq zKMTxmlOpKF1{d=(J_tONu8Xrf1_;3l*)lf5%aE)hGQL&L&2GhC>Z^V#aWi9e z>#J9Oz%tuWEyBJ~PoW;8AW%_|y@-GktYGReyh`zqK~Y-t-^EiSP8Z8M2yKOb5W5hp z((g54{@@)}tXz2&-mUm-Ims%JgG2;}j+y4erbFrajA|2_{k1xP=vaAwG*-~OD*yC} zj=%YaN~6(zy)Iw~d6JkJB!m;Xr(|*pECSBDdj^zDWFfF=dv{lA3wfw)9f^EtzH!yXt@%e5-$^$qI#mrh0$Trx1W?F2 z{^JdZ_uzE992AsLcu5kcQ*0HfnC%cV&fA+?m8OB+2fbMqh%dh)N=SPGXgeRDOezk8 z4(Rl;49T&KpiZj*fNfig#G%f7`sR(8nS*vU0?-Cu0pPI)DFS_Czh@Q@H9%Vm@)%Lq zK%xi9U@cxX=4=AZyD>o&kM{?%aqQGN%akgQPIy z2S*t&wTBzqe_ZRFip365Js|^&BWnn3LM@f^Cu%8*4rt&!T0F1qd4l_KKG?nWZz|4N z#E88(qM1PBupauvPJ!H`ef#!VVnpSO%Zk`QL|G>I2mv^xIff*-I%&- zFNT6{qcv#;ZtRvt9YZ*AN5z38EXG6~p}Vq9Czxqs-;xUJjN8HRf|_U^{4C`&E`)A< zD2AmlG?yK7Z00!58v>VThd1!b=JUohB548!NB>F-!1pyyWCdYEh-z@@@R6zmk}eEH zd~k!d?8e_EGEz)5oP`(d;+`Bv5tNWbKj!HXh?47B`#nPU8U7E#L(Z?(|IGv@ z!vm(nFT)K_3?_~zsOe^78_$u;kPi=G`SnbgeFgeBbwAEPRZ zSDTv8jeFH96Ut- z;0gWjzsFzfI=<{Ywn*$ge(30v*A3~PUdsjym1K~yqv)Deop*h+VoCE|+xvA#cbB4N zfoVqAZAV){QoRPXvM_*b{FW#_j0Uh)0o+JKC;E83H45oJa`Hi38wy2OziMLsxrBID{>85R0lvxD)`PoF zo-0QdqR2#lD~uzo%ULBS)e=rT7k{L5jMhOoG(L<<R>gql*rMEtOo)n9f@mXL^A@!185g81JG^KH35*x%_ zB0aWUW2y@r^BOasx-Od7r_d`_bDTq%5kV++hwl&)YM$W)ebn>hFisu$+wU%8>QQGT zJuvp~5joBO$`EMEZ|`pR!ANQSb?N0Gol;Ou^u?l5x;NN$o!vEP#1GY!3hGlbTmkwd z84L$Ado=}o^c{Oux(9@9{O2EIliUuEeay_f1{l@=qf=0mma<&CPa)&R8@LXS**yb* zbyiB+0g_U0jU@lG>E`U&jOIQw7@zO4x`ky#j$cOO`8q5e2!)P`dU6g11XWfyIQ90n zV6+@ZSp9l;Q^%b74Yb+;agZ7?RGs3;EVI!^;u+q_a@Tw46pOG=;sa zkAavjAc}mmvmG*G?9Ccla~eNx{~xXIe^2)yt#4?XZLS_e!iQ}=M;vFuhnl$EQ)mv6 zE-5}97^w;y(e|=KQ4uCj3@{r{Y#H>Vc!VDs zuIfu#Md^KD#=oO?JA=opn&!NTAspS$adRiHyCxR}qSr*ukS3#MP$}4~TLB&CkD{L1 zqbj+`Z^RiFI|v7;ur8=*v4!$i?>8i-PGA>cLrYYOcn#Z{M_}T_K-{iPEEtLTED|K_ z>tny3#|9_}%jv6=@IiP*P2wPMmqFNP-|*P@3A8MBX2jn~z)C2WB5>%C4tn}fS^4q% zC2v8W3DxLP)FkL~p+fk9E1-$2#4;f>-2q9K(&mjkpR?U|NW;20Zs}fNTPeZ{qg2cTdjqVmmIH7~*XU@}KA>2>y5f5-82L?U;t+!VVuU-~Y-3XsA_)2faiYj~x8F5>{y7DM0GO(B1F<>81 zX*rJ5!hyqB$T6Kn8%`|W;l>A>93G-Q4l=m*7Z2-SO+;c4@EqjYZ=qf#=MJNISKFr{ z;TPX}pXa}maGs6ncMc7xX9R+)fl1af9KnlS_$h!c99D$DzMZ^ep!S)M+fahB++MhlBjJNA$uZa6CxTL zXPTznWlaBUC1>^3D|p~=v+Jj-{=ZDwb3B$Cm=P-r5ZF^+{kKwg;hTzwWr^~VOv>O} z3`0ZdGv9)gF{fvZjN4av2t!($psKmhHi7WL$SY-~sNpRj#yiShmje1{{||kaK2)a< zV8#J=;drE7x&A*WM3>{BA4toYtDsjPuCT-|6>V3bWoAtM69bld;P%6yZ1DO$@Adz) z6u*F&YTUH(bH#=IfGcnXX26qrKP{OJIv+I<8L~j0=Xf+^2@ZG*AW|n8_~|HfN3c`T zD`*)-=`}syKt-{w*|uvoA7gkxsbn_J_=nTScMb=G&}|L5eLHS+_Kpb`Ehnijjr*l1 z>|ltI)3U(z>(-$IT3G+?^a1AnLl7M70HyhQ6(5(*XErYwQlLt4R$8)dXPk>ES|`M} z3H=Kso2v*@j5s_+@kK|(D*I74(+`;}WIfVQ8NMDSnb)(jz)X=zbFjuI;IM?Qx5tTA ztZ;JleD-nTGYAZcEw*pbMWvqtG5?Kq^h#`LZIwiNL}8J${Y)SZ7c<<5q#qg1MfUKRIx&syg zM`2qrs}#vr;6eS%Q}!wusTPW+%c1mN=|1;D7pVwRpH2h|nOefA^n2jdaoy)!FOH@c zfmn|GJ#d{*D6B?`_XwzBXkd?3wUC*C+BJN}FY<3mPh~qEDvTpt%)AF!;F93}fS>Ep zuOb$bz*#>K5TsPaHJ);qD-Lb-i`PoV#(DSNJx6f5<3)H2mf&F#BZW1Yz8>JyBN22N z#qjV5#TG>bF<7|?+il+=ITh6Ff!?udO|cI)!p>*(EP4Ok|K==Ad4NY zF3##XfuJp_rYC-(_@m9mELpS78)#Y*Q(>gRgTRu^x&*|GR(u>FAQ-PnXWhJ9vK;F_%i{Y{31k_w1H$w>a{0V z9FY}1;p_sCD@P%tAc6;+fWSW`9)e>Y;HRI{wI_@{(C1sKpc4{thqZI9_v0CYArc zv!TVi>uq~nll5O=o`kXNS+QL!=Fi6-o13h0&U%jBpL9>b=MY;;V$g*?fxQ9%XAf8u zzOACTG5_rlGWTz-IMEzwl>WE^s-LCCA$EImgH+yuZ7HllC3qkGQ82Yx9flY!AtOVQ zhx;9Iq#H>t<1BL^Z6s!bMzRc3v2>Zrp1lU`KsHUh`|2eXhIQ26FP@zu0HGg+LJUFA zvvhbp4Cb^_jnc~lQiIvxO|aq_XN=Wv#NTQdChn-6~|o>5*nP=RWG&rdOFfX_C&ym zaAP|e@eu1;&1N~90Anp_>4O%vw&(0k^TZYvKWq~}_x6bZ)AF`unhe(EL!;Brc-dZm z_59q{*55znK79AfeW&Qr(jdW|XX;&Y`h&beUmSZ6N3|^As?g>+0B;R(Y|y3XU}WLB zt==l{_4iTC#Syh~<%s-}%#;ML5aj<=99jHk_v*W!u<+_5W!!vwejk8Q7GlH}%`Q0R z>HHc&Lg~Y%X+-V`6|$}aW{M8aT+JizAq-}ZC+3D8jRumrQMi$CR(cJjtv&PT(B=>| zaDDb+zrSU@HRUX-k3RMGr0ehQGTi_u`1O&v$B{`RSZh%hz3?fP?YBL@@BYVe4;XW2 zfTTliGqhW7M|sbkbvv+yyIpRZ_vLcx44gPv6-Qog!bv2Fn9fQ>N4*azvE_lK53~xo z06-C34^G11!K3ps%gWWOQ^`yvif@!o5xyL}<_glG{Ii(YY631A5AvE(fn(x3AWIr> zFGlQ$M{NV{$^}iVeaVVK#UQ-08`<9sUCb^&HJu)C(!?0$1-FvAvZOsqIb z5w3!b7@ci*X)=?;QznxnZEdD6Uc3;NkjQKBBoa2%z)8a zjOTCTia&js*1zG)He?TQ3+^JE6pCh8JIIg?g-zy}fL=xV?@C7N<)vY9Suy_c$USuM zHg4P~g~6$czkm8quNA5>lg0q<5i%2reP_HUF=!P_JW9tt{DJ(bPsQ!7QRKBjDr;MR zUzT;@LLHQN(oj;02Cgyx{_)5e1IVZW9h0$7R3Ceo2HwnLq*_qgx@IM8FiSL}@O84P zlf%U!8J(Qdj+QHIteiz)K-!Urwb87vXMO)ygk++s8cEjm}mU5CxjuRdNH&HB9ly9vVqcX(CgA?J9pu4n?G#bx-KFtEE&@- z?T|#gFthS(2BvVvK!iOy1Z8-gxh1oJu47e995#^7yclZmSbIS^f5-Mn&9X1PYYVVq zCHj9(m3}X93+443JB0O}Q#1RAf$F$+n~i!*P?`kWvrQ>S9Iv6~N<$F|UMl zkm@A(0+rtr$y5rwbV9rEX zDz$22CHwcTt-H@-rQO?kE}^c~4L66<^2O%~z!|xk48z~}n@#Y9)ScUmN0c$56um0c z-&|w|n+k{05*b+RYDM*k6iw>)O6EDJf~^w+Bi$+(H@L<&6BkZ(Plqb+7F2tv+U!rNIn4 z&UMSzP&%ByXG|SiR#7n5fPL zrn3h}eq~*esI`w|0wYVsnaHjSh2|q0+hkvuk@+FC_$BQbDfbQdz~UmSo>J*vb=jyP z9nhE*)hXoXGvdRclr}cztQD(d2J*)c^ujpIVMU>5DJ?BE>R_O%>`ONB3$Cj*Fnnx~ zd(kVUO|UkMkDrP1&Nw@{zRPR2-y%2(MUOpD#!Y|!5AZ0>(pH+<3wa=#DYs7}QGn0U zMB;Zfc|uW5jz$NzG(6nRE}dpQoh!OWqVv3?qhp&HBlT%K|FvzRxrVNZ$vv_}k;}-6 zsCoO=XxA?9obo}rc5sp0u(d(k~g}r$vtSd)~BMQ-%|Y zMb#Opa(r55!{@1kQTt0JKt7=Uip9!FMRwDGjgTQ$9J=y@H=i+4KX)Bq?qu5>lHQOi zO?6hAE)U(>gyx*$=o`twol;cX@*KA6;IRo_9Q#C3Ro`~53&m95;bbO`HQVCU2Nr|vgS&WNMd-(@vqck&>@&SW{Hn z6B?6S_Rjm+mh1O$uIxO#O91blGCEs()SRLwoSJ$*`qh8$k5pRb>Sw)2f}+lbQEsd8 zKZ^Csqu#g{nlysxkJ0(L?&X6zyux@Tg^|bQB7YPk}$NWhU)Z)SsEP4$cp=sOLeI* zhy5?l#o^s}%N3Jf(KahD=I>1mQfkP5t3>ix^)@y|sC53|5Zh>%!<2UbSuj-5ITM{r z-O+AV5|MBvm#g^QVsH2PaRq;GydO^kKt(*@mEw4#9{Dv|#Ra#M>sL`nnaJ&U58PiB z3gr@Hb{^@3uFK&73k;4V8%KpARm$~0pu9ylkf-(OmF;d>dHEw4LlXM?xaZ|&QPF-c zmcajIJEM>VsYfv%t~df6g@RU^@x-DOP=h&zQ~H2}q@)Y_ z#Pr`_F!HlfE6Y|%`%{!Ae1raL5g)FMz`Y_Hk9V~f=?`%E#v}eR-EXEL&-S73*koX2 z)|K^)k*fI;h#0!euz5D!?doRN#e(EYbGr)S6i`1WCnX6%za0z>?gp2^He=kM0cJ+UXRLEe7+%5VwgyR|zTy)%W>eFyTAQR(C^qi27 zdr)$=KvxfQqvXoJ{>Lqro{f$xmOmcB(qT3RuVV=>@!LPuIz!I#?6~I zb&noB>cU&!ziY|aCODI(qDmKG_VPKtX+E4Xg>8-_pzt5!%t6!rL}?e6oS zac>3&8UkmDwxvK^M*eZ};v@3JF8Pzkq@#!{fTwH%ERapll>jc(R&ZzucRp* zTwJrt|3%7x=H?K67NoNA@Fdf#7_v&I`?MEiA!Iut#-x?EM<)~!lv zV*Y3p-AR!!A6~mTF+txx_01bim)?ebD0Z5pn@kf~crWUp;tb;#5D@4M(N=m-2CV^8 z51{rlK!+*%+~L@j>(`5`scULFI|)z<*W~v&stM+?8dMr?Kn|J^re^ls&Uan8Y*{># zvJE82#I`dAZeY6o?9X%vc!3obGF#P>oJ)eGRd#9NrOtkdFD;Aa%IJ&gOm{(?m>Lk7 z{;^{Tk0Cn9hO3{gt!;1;AtfQhKfI92rY1i?PQf%J#E&dqN=F8WGNcBd1IE0SyK7`@cxIFjQegOd|-!$8YJv{gQrV z|IpJ|_gNF2@FY@2L(U`zE8o+Pr%s@yXbT@L6UZ4)Kl-JbefZ%XG&)>=@U3@+%AjKE zM-=zYvvJtrwgQNwGj03*^&OChde;!GddU`m4xB{`yhlnT_>W}KV^;KBpF&NrbFFx> z4JKZ=5i>{+eeTfMcmep?qz!5C#sUizu<0CxJ%uO-I4V5Wms63IP-o#Z!e0jL{ed* zOBR5Gwf9?8VRL*H2}8-)5^iO^=Ty%7;#WNT~~R<5`&m=$Q%DEIB+%b2HY3tcOi1 zs2hjUTHf>Dmw5sro8+Gecs%)aF}8=Y5((;Wl^LIL*_fpJ&q5a~>7-q2yVW<7{O9%c ztWMGRjXpH!*DGFa#f08IRCB*-S{U4wj5yi~yRC9Oq{L_Y{Hv{k12}@|>w5?wA=@xh zvVT~py1F`;7?p>WD+vnjMoCy7hy-^JbfL+4!^ee!Igg(_X58$CS5n zMv+@+g@LYaFp2^aLs(mBSkB2Gjhqu#b8)3(*46IQ14|j+%%1hJBX&drGxV2IdfBeG zt3qKz-kXrF8X(zFKOkJB;Da1p1FVY|OQVU|)z#IDR{53{!2;+Mog+d<@```{JVlBs z=wB=0eJ+KmeuvMG+u6gIhMfnORBzW(X)HW+KpKZaLyq1DS8d%f(KGE|)J zP=5WilSI!KV`BOxe;>Z$fy_I<5s49h#teZYGc=tXVcvjOm;)z3V~FI6GIMHwMVM3- zyYD%0!r7jxf9lCfd36rU*Fc2$5r$IZPZw`Z12OMf3}(F;!rFMShw7NVbS>6aQ+tm} z=ck<$(gAA|0nD%u)&)exAiZ5Vke1>^o0A8u;|ed$dUSPnw_aSqR#i+ME%hkq*=|{A z&rmiOky4!$VPN^+v+rn&!%GRfa6Bw3DibYEd!)`kFjB}Sp#;#fM7y#8Mb3VWt>2I_ z8sXrZg~|&%n>sk?{0qF0x?y*0KyyCy&YgIWNb=cAR0kakbVg@L-EBf;gEG_^Q*p%X zAOukjr!2rw;&vu1CZ=g@Y+Uo^jXp59*eZXvXFBfgB|Pq(3>Cvq7u&syyDX_3)DCfc z5?YBOu)#zW9ztQez9ooeXMjPv(2$TsJgszy4wp3Tjo4f@joY0Rq3^+du|gWUFia;K zWW}$SYfbX3ZV-o62QWnL9?8L|>XK03+9RU46+H^}>^a4&pHc?l9vOtz!&PF<|2T^x z3+0nA;uyP4wk}}vtSJ}5XfVc!o+$-0bal3n!wCa;mCe!FjNngBP3;HHz#N6?xd}bCOVmSbA&*6&u1v?D>;pHR-i2P&I~5K^el_T)bPF37SIL*i@oO}^ zK4{tEveD>O9xGX5)WOc;Q6Y5mwJT?TM?ue?4VimrxfVw5uz(dcIYh=plU8u3fYf?FkwyI-}c`1^Zi>7xZM#8gqY^zJHr7&g5Jy zV-@ett{Ztf{y-1KZ^o@CPmsxgI&&8sQI8-9TS}c$33$fB*|&GE4V;rnA&Zr6&~D8% ztTTwBVdWu79j_kqrXK_JOXeJHjr;l9XAFUBhaacuuv2G#^j$7jYM+f#b!OAkcX)N_ zD#85FtrjXhr8>J!*9XrP38;uJ>F!A$YH*Qz^;fos{-=ykBvCA-oA}R6&m|s-t$%3K zd|9l#k6sRZ@{MDomYh9_w-uwMBK7cySycc0Hv;hu*O9BYXT- zb9!M7b#xPb5AsTD7}Ej3&Bvyhh{+Pv;Hocbk&N|7w6w`oPPY%;J+sEUi4G4ZIsAMa z4GqHy9fytriqG7}GSUvjv+pW`t7Ylw(ymo_UP!>ySz&^!)ivMhF_JC6%3x$?$5{H^|Wx6d@RBgYUC^gqBwP*Got&|dAatklTXdJ$jx z4Iuw0Sik%s7!z`yrlBR339%WVC=;Nd<(Z4)E#)+)Ji9+h&yGC+^U$WaK;PqFyqN2EEArBIjica%*}M%18#x@(QAdZ+IF)+*XY+^m&lqk&kBNe{YcDAmSGiStD=!@W_B-ihQExrGsxME;f zQpqzg`rpX8Va1#!)%zS5XL~rP_}WEjA&|@irdI+&B-^^+o;-d;o-(@is5z3#P~Ff{eEDKk5w)4PzioNgqKDbe;?E5~`-F&n;NnYIVlGlG4VJ+Z$Tv zWYh?pJR55VmkDFzKj?rLz=YnRt>loei_n z?!jfby)CZygXx9!U{^s-6WC;^(#pDHh(FyXMJy?k%1ae6w00&L5w$W6JD2l7VUt|{ zZR+g4!G+a}UO9&89kuBzb54#HeK1cPcuyNl-55cIMEF^8^GAo__kG854J*8Y#f#e# zus8K#%dCJbY2cO#L)Df+*6MvZH&_i5by~gN(AR*1&$HcAxn8rGWP*PdboYx<0dnRh zz#0w9JsVW_&g=u!gNSk!33{G#-wKAr;_t|6!Wp5e@tXO@OU|k-bZGq;S;*k6Lchnf zn<6e1GHfcOrh;CJ2A2?s7qkIA>ND7>pQ_|Z?lO>7xZ4D-8i%g%?^9K^1FH1+`S2Af zP211CT2Hn`6qLD-R#0a*k~pC5Klu{Z25uj6Sv^v2!7(xs`A`_}6zUjm$rHDruSp|& z4cZLgsp_-1s2VyQ>2<1>pJ1iQG!bnMP8`jJ+QA+Q1vyBdP;PsrV?3{>zWyUz%%sp~ zk#=a&he>7u`Y409?lHuzB#Dl@p{U4iW==TU0g#lrh`W@%p!3=HSTNiSuk%d1AQJFK4S)zA4G5}H`8xCswwhM81)y9*a|1rz!k z&0Ing17e42ZeFpwbomS;1$`0g+S`g`a4jPAC)f$348!TH zH+kgf87TG*0aOV9Dzu}i2RlO~M9$$>*V3Yq<{c_OdDCsw=dPODrepidgBh7Lxj*v# zOTbZ&tG@`=L}OL%9*aM9$?Q3ET1uxw9n-?t~Qgr>hEiC zh83eKDW`3WH7cT-oYTl2=JkROwhQ7e_GcIO0c`)lo_nO%l~k>mjm*H(ktYPX#jfEU zgXq7#<5z6m(J=S`k=XgRM4O?L zU305Yhl~EYhfqTo9TrnRc<}L8SCm9--xur(KKUkOCbeUk42vQCXS`7RLQg~g|1gYH*SQw?8glY9+_kMA9(I1lzM}^vjUiUEfEo9=2gVvn zY6IU;2pVyGptXrSi$~K;7W=V~hURa5cuXgvA83WJ6)wEhP(TfwfgyaAv9-AgOEvzMRcDx7MQ(?B zbXm_Qj~~-kcJM8^2S37mH})$3QVHw^Klb@AIr)9Hmo{0}-r4tM?nV?(^`^#-;S_Qd zM&@=<2tvrmiAgj<1wck6A|#adU;yxV9Bf7!nk%e}799dDvvTd)OdQ9++DiR>Lj%pk z?aSPo>%*O9et@E{2G?^QI_9Wz;ZqO~$*0K9orht`CT3oYDv1!>FU<1VZ2|HBboy`* z_K7Hm0h;vD(Ilmg7A8$`_{|{*h9X@nXGZ+t(~tt)x{!o~u3OtVKa?rvSWK{tJq#iI z=}9T?ZpZy-DP#p2pILHaBT0W%TfqLK2a$x4u?#d1Rk4v-$JD?f;qXw!L=1EyKi@o) z`|egb9UUATJcjzv4%L)N$=P_)!^3HA1|%ejc`0-c5w<%}!A8qEsiHOc5l6olxc@qa z9_|5Bf|9}lGQ}MixvL~g|3rWPdC@+yi(SQszVILTgA*dD7PG%DLmiMV4>TbE)t>r* zlWwKYbeJNW*UM!+18+hwZ>VtxX2i8H6B;}Q2}XoT1msuffC-6+sGq4AH~cjMnJ+TF z2JqtCyNH?{Zn1P)#N-k(T2vrTL@^s2NlM};d-TU3%AM^$#GAJy zxKA+k=nxF(LUMDisjJr7+M2Y|IhpsmkqI~)fpf&JnY8Fz>~n=T#EmgcpvY3o7-oKq zZ7X<-=fSGa^het%3fguE)KSG)gN6rYcKpk?SPWiUZT=4I2thUaQ||w7aw60OX3EN3 zzI@1-jg9(5NeV9g0|aG-up>iK&ZsFg#(X3Y*N?{|t>%@+|D-4u;2d;}MA4xkoZ{QhcSn1C zy&`%k*$kGd#(aqj&~T)ae=1Fv6WN&4BF9! zG-mhZsKfl}WGU5jw(qDp>IxkMAZB?oNn;E&wLmd($$v7P*B z1H#L$t>mH7WGBT0yLO4p*j?nl+?qtb#M}NhS9^61dUrvU5``p!Ml_0;%A9s8QD8c=Q-g4&<~D;08!2 zmOq2Rpt6aM3)X9VQB@eN3l@Ogn<^$}X@r)6Hu`H9u7jXKeI1=RC>)K1`I%zsqmflr z_cy&Couw~1bOJ6UwBb-YEaRNUPNSGCFe2(28hVg~K|Ll9S_Aph2J{ZVAosST-dOVf zEW;v>5a^8$wjbf*;wnR13+qUb5M$U1`#z)wJ)Zk}A?nO?(We%6U(!t#&o%{qEA4A< z`*pqvkFWFMJokMeK>?r_mSyp6sRc1MSn~wS6V?Ztbw7BNLtqwR0g-?NO`84Id-9xZ zA47@dW{(|6U0b^eB9oO%m&O^HpWpY{bHXf4MWQpkZF|}H+9=5}8pEp}0`#_1)gj!X zDV_o1dg2dw|1lytDQZ2PxH!*eQbSxJ0ED~8V~Zp+?QmS4j^}^D0d%tjGHDqF1yYc6 zs6zpSw}_2OI6oWF11d9r340uOsXYHHDfai{S~Y*yr7xuKQU>Uu%pmiJ{{ab~+w037 zcM*F%D^V0e z0^5I?g+~W^{OCix)av;y{Ih|uP|$jLL#*In=iVPC!8l)U4Ab#+rNr#-)=YCgD&iaw z5-d=Tp8pln>s6lmzCzrzL<~dP%v2)1%`s|I!Nu04oQF+ldM)<3=W^ z?|`3cQrZPaoWGkg&~K0D8H#OGuM2R97g|y1#6wlJ+T49Nhr%#1vP&hjCi(w*tP6BJ zK}HD(EAZ>&w(DD1tbg6$8U2jDhK3g|;rLMqV+=6ynfeE|jG!8<*~Uf)7xfnmX_rW$ z^;Cs%d{=Q9J!QGGp=!bwM+1a%Y~mEh@q~{O%UL=Zb9hSn=a$#^xf@=7HqT0QvMyn< zeztApnl*?29%R}w5MCO_@U|=PeYTNcS5Mba{mzx-MWYbq{BekR<~HzMO^MC>CYC&U zn-AYGlHl4mD%UK$VMEoIwFiNg(F5~q`Qw8@bTwUcgrY<*Z#@=ch5G9(;nnnQd8}C^ zi=GWo`t0;4R3hQ$BQeCwL|2`lMe7UJS{ZG5{OMEsb(k-%qyN+cj@?|tmZVm97TRPX zA4sRlI@=f4cn3KW0B@ggWn6P;;exyLl{##0z&+0GeUc7HDy_w7nOtd^8|~*e4ipUD zL3r6)3b@RAT;-i^K>qDOI)eO_}EGGnD5MnZLqnd{~5&+kwGmsl9K1 z2k7fiOl|-MRXdi3GHm@J%oq7S8~^OoAU{UOOcc#0j?JBq9^g8j9zQPSzS{g-avgP%0ncqY zD2rhIP4ALcvotpKuYH@Q8b_FEC6VH)1lw~rOv*;nSjCdNr(2yTZ*?4*&R2Cglk@3I zbeldORk8}d&j>zX-_56aYPdpgjvDa?HZ!S<@R7z}WEQMaS-e6w?0$^+v)hyJ*{Yg; z1xj>&A##}9lcTj_xyx+G?*!dj6>-@1z!uvh>M0HRBN?R|sk6#gBs!n8Z9m%-TG-nX zJNQX!DIW8q+TJWv@%HnLIWpZ&i>)4V8+9zD9<9MO=#WaJ_}#mL@sl;4d8VYaaE}#e z{ZR8L*ugdRQb_~Q|sfIEsJJ< zvQTGG)wVrfkG)7vW})HFfN_`OnI`0K?s;?hp8R&z934OPc+|u5 z16LPk%jfe~=M(l`9cEKpyzG~`pwkuIRxyud?^@5d{;5e(JSE0KJf)Q%r1ox-^KCZW zN?&S!Z^g0cOQHmOyS+>rdEltz6$zbrnTR)`2x#+v+g%V}W~VQB?}?22QeOMldGE*^$d`;sxzErj9;Egqs}!6ZaF24NgqBQ;ahE5R7mIXk7_G5gR*YDB-ahFu<*;v?Ah zn)Wk9VG*%};~TmI9nJUBJL>HFd<~0~UAEA>NtAy58K04%OB3?5gKm|2s72Mql>wYd zW0lP7fxY&?0Ti_b*)SMK_4qA8{Yy3JF%}(PEl^D_;_*at-kd2nF9w>_MD9e5V2AOr z;3P~+bkMAy_?I}b3T5)m-gbT1cKQ?NeEuo=)f#8YmESC;CgaC5$*X-=a7x>Agy^Yqt6e35iA z$Gh*i#LwRHULPV?1|F-mD}=^N52~-sy!?D3@$7>(PG{GyUcW)k1=ld$R2MB@{Pe6@ zOixdbV}zi90O=n=-cT^>Qzbyc!OO^bj^IIy9}{M|L|j4|rqDE#t}p(iG-lvP=Nur3 zpS1k}m>a-dhDJwc12FZYwQr=V>I;ASbZoHYU-YUt=VQ!kxJ9t$f7KM_^~W9xNlP1m zfcSth)kf5g@YGht4d>Z@-dZshZ0?!tfZ>7$ykNIe(O7E zRO`E%$M5m+Y0T70QnmPO%Kr4!bo*IZ`bx}YuR*~|Lj^Zrmk&mx9m+DJwm}f)4bg5L z>8+>BwNSpw3``S!&aGSeM~}wk<>h5aEnQRTt>90(@yXpQ`=$ze<(!^uBoXw$;`HTx zAHFUxbnZUHdAO#dFOo@%n^sYJ%+F2ty6n3gPbacXyF2LQ9Q3tJL(CEh>%oJ8b@7CI zkc0DdAg^)`>2O}Wc!}Zs5~84loMe1tqSsFEEnzD^31DCO6}#Eyi24uC;(=zlJx+oz zKXHba66$E?@A|HhyPBKPH%oi)KnD?1m>z)Q5@Eh_+RKTa%e`ld6)Ra?pu^qdyeQ#wVtTjur$3 z5EcoK%a`Zidk*_g$Nhz127Gutdid0E0!~Oqu1(2RdFDZna}H&fYQ@)vI}ioPO5;4m z>^8SxQN5$v3#|5=NE`e^bqFKnl+f8QLI*D2t#YumOTB!|4b_RSj2?08CGz?e7(NJ`{?M z(-76#p?pD0H5%)L6Otg(uY^vQD1W1r*zZ5V&MLiRv2NXlR{8TJ%|_JLi#prNQ^N+A z)`o&3&cs4$p`AdB6E5>MxOX>4w*x0wg(z>ytIYDQ_T4t*XJ_=UekL$`-JO`Q)EBLK zh2jEw&F8PNvMFFfBFn{1ARzJ2uEx)&)+H;JeUfZQHQ;$~f=DHL>!r17) z!uY)e(@6)pi>gD}v&PtBjeZUvbgk3=$(DFQs%iT3`Xc*XTb<(65_8X(2N*DTPyA{< zl*>RCpn2(nRRMESyBDtz;V~<#I%Z?JC*!5py|^~US0|*->gylA4j^>GDC$sq`@}!% zC(cEKjh&%A*p(a(!M;!g2W>z0QU?;e!fxMp4P~A3|era5!h!*5~WeN>?10+MKfQ zTBZG)%bNpk*v8`vrX7mws7DM#LeFy14qsjRt#6x}?$=%gMS^W|3#=}@XwMearH9+S z+HRrx8gcy(WzdoCQ%pW#{_X{%zui41+Qx)%W@nquj|{JndX|QM+0n)s?B90I<*u&< zX9l&FNffuF;7`J*_*b`c#DcCGX6|XN1#%(LsWR+)I9ELt-$3d6<}?j2MiF8E;m+c& z9K1sBi5dhzn%N%p6!S?ti$ac{UA;^J4Bk8Vgr0Sm9(V39E#wuAQ>?Y?-uHJY?4-3WX$Y+4k^Z+6Elz0&rR zvW$_&;osqxUs6>^aP9dDmNDPW>+D+SfI*>^05G0g4>zjyHq%C|N=0x5RLw@AXM*P; zFG27PiyyM&Ly|KNo5&X(-;wHe!PPnLA#aG}eG?XHlJ$zjMIuAfF~j>aDqURkedhGr zz$H>YNUXZNVW(mVDAZ3~>J<0m;H~!sC9@`>w?(Gq!z@;?fO zEozBc68rvwz1PRI!8%U)MRbkR|lVuY%~tn zwiO;YZpwFjGC(q5=^iT{R9hUsDd^L|P_Ij!pZHB83j<#dytC_kyTdRfwYD*vk1;xP zCy#ysg-}14aeOJi$SE0TNDk=2TUr!>ivnf*JAmd%j63~a+-VkX#~!4w9NK`N~X&{?_k*g#GnKJ|~Lwa(2(S4%0vQv1c6?F5=s&x-guQ8w)^`TI*a6 z56by@ay>|BsfmbO5f=T4ODHi^o!zdSp(pSP;8#f_68d>zIv0;6o# z3(#&{@ouU~b&hNA^azC&W9tj`a)5ju{p?;zP-%geuL24vqs~mz+WRBtyg3?`Eq3MD z&*N<7Ntx|p)sGyDF$5UO4|M0F*wEv1T!z}~WYf;C~a+2mOelfppCc`R-^=*~Tz^}5B$?ZwTg;j87 zqAr(SZ=4K*HL5SXZ7#T2H)Um-VTJ>yi;sj2Fg_IBSvgmXx?zL2gNJS|Tc;(zLkErw zKAH2p!!IQg;>Nb#Ez%PKBHr8HhZa|Ebx2lV49Z=S(DTH-_HG?`clm++K(OUtt?byC z;$`-T<$nI{Emth}-{qalh;)mow4&rZbD8!)!}C>H-9tB{J>oa5(pETHq3L~y9Y0q2 z!oJdn6%bN4T{U4J6OYL4(R_cj&BeIza6XtPraRO&+e+ccB@j>)*M!7`*KeL9<222d;R8(N^Empa?&ynqkH%#Z2R?mZ+v5S8#$&8GCRel{dbbshRcU)~O^#Q^E6C)Y{rECxhh3xNmcPAL@KjuYFqg z69q4>y3R_@4TA^7FC?fTE)mlCf$<9bmT)3=3@vSo#`z^c7k_O;1K?Nq$- zFj0}wyBjMi{463gU@+abXi1A(!vTiN*C+UHd#@!g@D1UU{ZaoOged**ZZ1fFF`vPW zQ>-WZI&(Td{cT21h1O}CPN(c}kv(=3jSM|FmeSY1N``m(FMK}jku_eDFClsw3MOGiqdP)AcP@^PA3|G~hHKE>tzruJAgtAJ0mS zu-iyWz(hVMpWWQErq&P(%HAPcj2E}5zWtI!C!CmGDD!7dg=*2s(h{%3t0>*#k+%a^ z=FTfd4A5z+X)S5N*l{HN!SwsI<%tgjR$ht9(kkt&YP6xpubbS&Wa>8TP27uu(c19V zs(#ya5w+N9nFhT-r~C>W+kVvG@egJjKe0-Kq-i^q#Q{=VvS<-e9fW~`okWNC*`qpm z#v=Fqr-@T-<(#K&pJ$pn5H|zO>21xd=+5&3)k_nvUFo_OUdi|%elB=)g1WBM69nq{ zxR(5*9OzC5BSGzeI8AEHJ+m?hpAlM%01B^0y5*c9A|QQP;tY5$4|*r|CN%^G#2U?h zVcV1NajHC5MbF1^A}vdd?|sw(rJKAJa}FU^(ga<3>uURd=EiCcW{hXtJCFEZ`aqBg zw4@=*p+5{HsYsnYIvoU?hn(b7G-jWmZB8UqWL6#+9N8Y67ZoVC3%wEBjx^cw zDM(+Y{_dVZv3*K5xqXGLOWR*2TxS24Y9JZuWRtz1=X04*`tCI+)DRPxjBqeqcU77x z3%HIxM-Tf6c)@$o){C}EL*vS#I&L>w9*%%ic>2$tInx9^QIOh(a}>veUjOu+bMB{o zfAlpz%zd5}!fcqCHkEP2Omw)~_GGw}&F*kHh`UxbV=#P*dVcweHWa(grpSaQ2*}x+ zhtf)7pz>6~orIc4tYBMeM~tY0bMaRczH-mcOr`F{2XD`Y zzUzT?jTTZ%6pU6*m`p#;!>D^3+jwvsy%RQOEn)nC30PWV+(~Nt_xlP;nH?I}bKjj0 zHqD9BzL1cRd}e@;PbiuYHSt`hDd8Js=De{hdvf5}fdB`CtzRtG-@Ugq$pDdBM7n*7(Z1|M9XJw+#sLDcJW<{@N{Ii`=RgU>XQi-Z-~weH$Id@4*a91J5$+zPwY71CNLL=@Skxh z&c?>Z5o3B{07$czEM0m^huPgiye=%k#cA$QM$8w$;1J=ccR6yA)Q;g6vHKE{s}cW>9Xh zUW9Sp6J)*#*jeXp*mKw7(saS7vu#nbzs?$ANAoh0uNy3AkwW8^$KzmkB~EITTUN1n|3_QLzxZ7vhY8P+v(jnb%$YOq$)AsVcj^USRJsK4XhupZGA;mEjs!N) z2Csu&#~1fl7mdKJuS#ppTq-EOZ8U7P6KuM4hpR`ux8z#KLr$>ISS#kK!^HZ=?XGN8rEbTf2i9%py? z+qOBk@T`d~uV|g!R;?SOF)_d{kKWB>pD{4-uCF>o|047kk(7D=*qQnh*uhtfuK@pe zGtWT(MR(OD1tEIH^7%K26{en2dL*TNlM@AQM#SP`2vAh^o^4o7z+Q2oV zLbCpMbKNKQ3GL`3Gt{!wJzc2Jo9Vl;TK}v=hv$;R^EX!CI`s`1p;|y7PsvVI`_MMT z%to!;xD2J2H9wp7vu(lkQ`@0Fa29(O!@TLsg}9A8Se}WAy|n$gHg0wec&K<$tGd@FC#AUy3ZoOs=kn9)$<$nHxg$s z&WX9ijr{2F>*v*+rn61nd=Pdo|AFo_U8SgEVGTNG^<7BQpL&=w7~Q`wHWFw8pw~6c zc>N3c;8Q=6H?`aI-PrQG{M$+6XiUE+GM$k;Z)f%8WWx_J%U-GKym5~^UQLh_Hz6c; zQ>{NVyQL8E)dMg-3oMAfiZJ)f_9Dwd(K+%wdC705k>tGKs|ZJXRq#7mU1MSFoxe^1?(n-YWuP2p$^sh$#fc{ zJR7yikKL=)kNyF3?DMQmMZ*l;m`oiiTmRiWDwmv1b&nD6K%Jn3&aT^d)d%bEV<`yX zeD&(j&8kpOW;A#{>bz(^Hj_FqnNqM`GGdfW^v}|TOCqi-@-VstXyT4aGx6Q@B|DTg zYL$o-Iz z&UCcg$IIG&tCN~prZYP(e!Oy?efi{_MPBeSyjVGT7Tk_70I3z{StAM0#+aw*D*fGO z$^Cg1^!upt_Qad-mZ$?Zs|HhDkkEkwRjx0Cq38anGYC{8C8bFy##TPm8R};^QY!82 z{LM7-2ZlNt>?_|@^eW+jJ{tbn-Q8I0`ziYb9<&Rnznr#^@!>ok#SN_49c(ZDl@>P3 zI{#saPY!SxiJv-y7E|`sR`O?6>;GBd+*0sYg>%V?1-5718I02>WcG+RE8%b4;?Iij z(F#})kW0XnW0z5UJ9RDnP|^IhM@X;xQQ<}g#m&1S6hXMuuw$z347b=#JRZlB(|+(- z%FiD?I(h;0gt$6Jr?HZlbx>wx?1GbR-CtzMNgVV48=NrBtvze8k+^0#_G(Bxq{iAL zPm%9|-d+r+vHHgRI`+8tU6t+kdwL);K5{ZusEB+lg*7#NFgqR8cw zkKLxzS8EsgDEJ&-o|l&ggxnN{grRpOrg9~E1R`>BlcaP8L+s6BBQB$aqul@c7u5^u%6y3xSN0ZIA_{j z-z8~iwFLL;rn1jVwJgzR-~Gh;KkMbI8E)aLg`MtVeg0%topCA2`zbY09!(E_VNKns zw3-d|cOUmZO(#?Q03?Nes4;joNvHh&XtfN6tgRL8wq)M=dxg6R!Q`*9LUbo?+7|~A zWEmw9-L$Dv3oWYNS+Gg)e;$fU+D1o=-lq^%=?XFwz3%+IeCV22ifpNT-(5Q4 zBu>>6x2E9NKOwc)l2$XdX`7FX%|Uq@r|{K1(fKbj7wu(o@-;1DRX7*idpI?_K186F zR#cU1&he_S_okv} zICGVim01+Nr}if|T>7TDtx&C5Mv=RzPODI-$U9eXcln${CyhCQy?Ep`bLkOqrKazT zG+Cf^ZvTtvGh#+ZO7X3Y2(E|_(k%f|l)j&NESLRFMi039&tu-8KX5Syr5g?s_=oX` za3S?leBss_aC&a##GASYb6v{=Q2oGv#$7`foplXCdT?GocYz<1N z0XqX1ln{R4HE97X21I0`!ES?B);CrtD6(Aj6lZg-ECWa{0!-ORlHIvq07CgK>M(;X zr(IQO5F@a+$oun1r5YNo(C&;C3OM%@39Djk5mX0|xgIrSDMRZDwqJ zaWwi3WRtD|h`>wG@>RKapx2pF3#L)!&65~;lydIK&Yc%GLk4OWYat(BM{s164lsqc ze0;P{4I!Dmj=Ozx^CZUGy?E!Sya#u|R1b36hO;&gLksjK2~sy9;SKY11uM)$aLuMo z@0IrL+fe$)lULMJB!qh(GCE#RHG-aF;A|7*I}+Mn4CN;@eHrSzY&M&5fpaI1Aa_2R6ju;b5LFVLu5()2_O$V1ZlRL zQN>VxfvJ&*EY9a&2S@-uMxWZK;_R5#1(#9w@LkB!fs2#)K*05-JtMOgV5+)yfT0~h zyCDUT>-=(wB^FIh$fO`FB3`;X8c9@pV@5_{fI<|g#X7n#12WB}RW(xTV-EHWeH=~+ zgj1hkBt!_xKrHabgmi%( zrbAZvlkEd|pXn|tkO(P*G=&cs{a78k$k4=JT+d)Cu4T534vw&G*5dl~=2R|VoD&KV z&RX?9ktRwk{R@4&AqX+l>9bs0L2)-UjfCL)pC9(QcP|p_4#LnTM^miBP7hcw-Xmt;687epz@qKb0+yC|4SXDJV>N9Tpj># zQ_S-TIN!nppuGxd>IIzpGza2R)$u*RG9MsuIl%K{5x6CBakSj{)>Kqk1Pg$5ZlH1( z$T5fDW0)fY?2a72Z%rF3yzY6m(1=n(;=X z1FD6>Z6((`NE1u<%u8)(;-?EnfO$?LI5$=*9PM`T^26Znl8-eH!bDnIRfsbK;S1D6 z@>=+c;N3w_Zu|Y};=H$S)j^qwir$X;>*!zy``gFM0`2gYhd{m{LjXyk`X!gaD;IMG z#Rls!tyWjv8@4if|5)wNnACOao56Ea{Aazw=TDr2_{JL74!)Dg;JXTXqVk%gfC@hhvD&4ut*s!(ldX=l>4AAD)?+`N6Z(n) zKZnO6eV6QmaKx2R>f{;m7fKv&zDAP*S@F7JllplJ*4bX-y4IJyMYVJVp~& zHr+4S167Udkg&yQ zhh?l?JO{JbYuY@?)Wpl*1R}sGR9onp>;fR8k3Pmnsm&;LUx_`k$=|M?J^7W>wfa%ZgDcjrU5geVa+Kr<%VQj0W&R;6l+ z(e!?y0ED*}2|y*u$oU(%9D(eu!xKMZ<%5*`9>Qk2rbBS;6hK0AUE^PjyZ<4h9!MZ*3LAdnRL5AoQePu>H88~;sY^)rDmc`Dymlrn$ogECjtQt zYX{Gf6$<7dZGq6SjIeUb+SKo#F}fS_^*6Im9K_2n$1;UJyeN1yat_^P1TMw20W(Nk z-;*%%WU|vCB7#uP1N8nB5oa;Ae=S=kq?`)gL%m+EFA?1!|9DH^WylC2L{WV+9=H%5 zr&SurB*|$UmuWT?i)hjhp)(Bs6DujKhQH)GQrk#qNBFa}eLp}$0HWwG5voQaG^y3j zk71_8V`wqa2*EIVHj#Di4m7?|GWW-9`%n+D61;f$WO4!#3#@VBN6rw~zMja_~pi{Qw>4Of#ASi36dcF7~1u ztt?_<5{(pHgip5LJuYl)07IzAJg`u;lPsAeTmoj8EK(gol63)P?g0dW!f+a`1B>Ek<=q%b5B=EZ=iWk+jA3fxH(1`AbqQK=@Rr z(Lta|G9Q$>e@f|*a_!4r28{3>(ocoxGUZta+BKp79*;0I&1`+Uy#l0fH73%Kk4e-X z-LP~FiW#>AfmeLfZOF_;ra*9A=mHkENF$J=V_}RkLCOs9%tWgV8(<^cCj_<@!U|%jf_5poapQi%?7DnUYlJ*(75h9I6g1Tu zCj8`GDq{Tzyk0_Zli&fM$j)>l$S~me!;#&YlIl!x$YqS`CgmVAJYc|n?e01k+}XSf zzO)nuMB06mLc|E5`q8txl4 zp)sh&dthtVQ3F`BZCmxG`B`_MkGm=t4DQRwHPlTP5&af~ZU&~+AP-vTfxlZ8 z2S33_YP`th5T8d-pLB~L5A6mvonXTAB29k7?@)Kp^gLz)^<^|cO~uo{wY8NGlG9=_ z-_cW(00h;m(iLEKq)9->h7Ev-dyIpFV>uAyZvf6eoG!n0Yh^MP&3xrI07D;%EP#aY zDJ2Qy>iK0B%RM%O@VkrE2WJ^p#|G)f2|J8it+up68LpFQT8rGc9Z3QPwE4XObd{V0 znAoJsOHvy%XZkAcISxHI5}@&wZ6PgNkYb6g8kTBikc)jF0$V54nRY^rD@c$!JS6c* zQqdT3r%`+Q8nWoN&E-jNkdT8W#CpRr9Cv~kjSiu-3NBavB4^!IJ4?-)E&z?Pd zT^ut4C$(3=IeyRyns8J}VA-O_2g^}KCNHM12pTo1hmgGV+_`f-{U^Q!PWYhbxL8d- z2(jr>aV`u=gTAvGPNYf85|Kth0+bWVS)quptLm^@om)quulBzCxk#c%B7db*=VlV8 zqZqV2${&nYq-p{YP=Vm?M!3_x{>3|UX)|PojsR8zCco}}c(6#jKC`So^(~0R+|cU= z0=(na-j&Zy3`)X&ixTTm5v$(LI|xF+TISqOzEnKGKK%#;L)vi41QvL90%Jf5P>`Y3 z5ZR%hOPca0vgcA21i|U8a!hGmp50-d05wUX-$CE1IVJ6 zMF^fW$TMPmIc;;wC7{a-`i^b&2}N2@(0u|JK-AgKI`-jL46IdRm6VoR)U3o~5QDo* zvN`Gagrs(1I7BR$f~1GSXm6IUWg}RZ*8Y&$gxbUC;Mw~(oG^A2^x*?YYDhIlB{~hR z6sYUR_)r8QQ-dbvCr^e7wqZ*|0%H^)(g-I;>YSb#Tyy3;H~ZI9sC+4>_Ag12@KzYO z16emVF3pdRwU%3PC%jYi{v7InjDHJclM;)}asx3@(fr5G1nfr4?s@gXTPUM3q2z%V0psE2xyI05ZnBnNP*;T>P@3 zXwdtw_>L|#IN=)?WUu9RKb^Hng%h}PJ2PVQii@jJc;vVrgc(-M3MB%TWBVavbvPH_ zlTX4i_$&tKgU4a2{?Kzbgtjo+!r8yY2Q!>gfVppnM-i2(VK?V>q*~_7I&G8Ks9h|u z0pVsxyezH>5Xfog9+I|dhQB;^%e6v6H0s$maU1>+mVaN;K{45f4ZNq}h66l9w)E8tNscnz%_tPy^KgM>?60@6~l#O=>ef*pu zl1WFI?pA{XG*!%HjIE>0tr#X&1U$xCW!fu_o`t{Z zLX9z91=$+}Dz-O&{``d$tsvh*BHbMb8cQjZJf4<6yGo=+=OCYMgIWWy7^r&b$Xn^0 z_nb9I2?N5>#81tx!=-_O%A}eA?2c`=VRZ-T(tht=Q58m66`qsa(hXIMe;)fqD`Nf5iz6Q*ZgNS15+XZ0on+DIgb)>18${itIq> zyfI+|Fh&s(5$#|zoVAMFS6r9tP;aNxr&*d0M*LE)ajmZr))1{?lNc6g8>C7uvSNBWYD_a|kH6|@vR!+0i0Kx)@?)!YSsJQ?7S=L3y6Bi62Sx0yzYy~>TlJ!q>wTCFjUk9I=0z}V&3NE zNuYFPs3ZZxe10c75XAEszE@?4=j%oy*WSCdC;{mWAw@PMhYjGf9wg!L!>> zWJXXI+q$hgSpfkt&?>~pu7jj2o0fm}?HX_SU{a8$k{QI#>X{25e7u?(F#_)qKhksy z65h5O?l*DpH}ppUN2>P4TZ-hHx;0i_v?Z6*u@SRENqm|n9x!C){c?Vqn>VCPqmdKTGd&v5!@T=Zjz~#E z)91s_0IK3X(fhG|`JeOosc-z*9s2(&3Hsr@!UgvpUEArreT_*Z<^b`t(Y0qvg zLkfkajY6TmyNVWHF)g;x!#|Wfw2ycgx!8N0vv#wi?6dYbBm0{#z zZSeXIc7q2!w8g@j$MY7Kx)S{^u8s>)=N|3%_B%SFGLz!&V)OkikBQ(~`cOgP`zd|GJVAhBZ3v2d=hU;=Nr#?$i z6kq6HQ~SHfUa>gN5TYT}@%3wg@673epFcV5Vw0u7~HH=G`$-=2#} zg<}Ki1*ea*8(f$3pZ8c?oOsVdAIdFlMPcUMQ5j^xC}~;Fi|?#{dTx|u{rc$E)+2a4 zy7u<=+27qX$|@@HH*SbarN+lo+1lF1@G7#Mc$d7((2%XCrzh^})e!%M=@%b9u&rLb zdUoXL=u)Aq@?C8P{!F_2BSBYDz8Y)BW#L3#?vHKXLp- zk1YznbcxxqIV-r_f1wAvC>uNHrs{h9xJZhse-!Hmo!jCZxMeZrQ~W6=)pN~5D0C|#33KMs6;xL*9w{S_7# z7TX*eDUa>nULNR65LHrI_wnw&3(udc?A^Qf_Jaq}M++UTTl1|;&W)xt*lK8Ki2Qh} z<~_awZ>@cC-S*oV88i$G42%M*&kpvhu35Kj_u}7{JWH;>6}N8jH8eE1spR4j&v<$! zC|$yi?#>L+(#niUO-*G9IylLic=@uh$GLM{)GYKXsJrog6Us}UADU_46UP*{ZQmZM zqodQ4x{^Bh%(rLWhIJ}|OXlYGUy7VHG&MDaC~4*8<&Bk<>JD~xqK_}$xN$>6PEIcE z(xppUe5Hj(9yyO6KR(lxuB{QQF1U8p3JoJ8qcn9vmelG`pAIEmzrJ~bchiBCwfM29 zH;$)HF)%SQ)~F?JG1}zpxK~ffFUBA1l z8$W!|P*z{c~5m8Yg85!11`;%El^A0~;x45`?ruQY2$fivj|B4U>(J+i=0hd^3-TKeq{O_wvZ)sj8xb9?>F1|x-;hK_+2K1a zK}}74=h9Q(8L6^!qnBo9y|A6UGozildV2J1?Ch)@9HC7ax*Jqf_^QL0sxPiraC_MK z<_*KIFU55i=+?yH1@GJu8E!9Rz;<~}{9wAf_xk0bf|abuKudqIt8e_xb#!Q@jy+pN zap)*1xPMa{%X3xp>*mym-Ji;bMNhXs$woYwn3&AsWc~0RZcNh*rG)%hn0a5=@W}2> z2qmP`Z{lLj^j2T%hdDVRscM0T=hp=+j_C?fy7R58?@ar9`v(LB$i{L_wVoYrHE^_C znEr)NFuJ?UKhZ5=(;D&NTgp@KheQk?K>tPdZ))?BdVa1IMK%izzStL0>6$IBb@ zUVXeGS*AbZgu$1-5t%Hg7&|XZKn{&U4V%!D07bIpO;|5gM@qYVQh} zweQ@!*ZblE9rw<&5{L7SF;TM2ilvZ&`;?ZdLK%AamjeFGry;wEpX5S1YicREBgLBF z_|UBQWu|^&zT+qH<_9KQ->3B`xO`i?mGg6{`-#$b0@z@rg5Az8IQr#vs=m{Ve-|g# zyh~AuzIPzCXQKc8t9S3NiA@ZCdSD(~Tv+&a`zwQwahQ=i4Yk^-B)C{2zHCoeCff`WqiGcVTOmlrk9o|S(YE3ozP@J$7mn!l-L zYo=N*U%6s;I*~)K!lSE_YI3M$&B>D|dz@dseA)QvQ>eP2x{puUEYJH=8CltS&r~r# zdwY95CoT)yvuDo+=gAb$S1^|I@bI{O5{fP;D43NoM&ow(cTUl8t z*y*n9Gr0;otn1;iZLlRT*67~;KJQKf4(Owh#r3u$Ik+~KpXsLFxHls4n5?A%E6>DRwc)JEoGX;>-Et$B+A`1hKvGjLBE_ zX=SFQr3szCaH0GA_Z5`czC_FX^ZqbYr`Edd?&8ZXbK@vugF~_@qtyaj=Y&xF1DkHL$F7#>u28Zi(1>BwyVo z@bA(eDhdOaR82J3)^X+3N6|jllaeT}R$oXD{an75pI_=&pZTZ3&kq^6xVR{lq#_?k zRqZn^7i37xz9425sHl}pbrUZU#il9Gny`6(etw7B_f<+B0~AVLL^Q*-&I zY>Y@2Pz%sP9nJ^(@LO6meWr#ghzz2MWZ#%)sg~K^h;!oL;2?+uOGC?8In(=#PtsUAPi8AvkiLg#vRs>v>G%LD|TIsD?pHt#J{yox* z`Rt$hskRII@aB#$Lf=PZH8cSr96ZS4GdU1^Wz&J4na)66ggfw2*!@Efda#rOZI3tc ztN5%C5D>saR5mxSMX0k)BqdlR<(&RnmbAlFm{ZC;0{PMwt0pZYv&+p*7Jm*tw%qA#G9^3-r-99@!kRQxTqz;v`p)|-rd@{YSpSr z;1w2r{!2h*BuG35n}dNUlspGlxVX4v4q4_~QK6cR;bVG7zCL~R>XrH}CC^4=rp4(m zE+w8r*XZ*OAH6B>{Cl8jLypB$&c90wTk(zIs7(M?X}d1aI(*LI>FDTaL{w=whl~5q z#f*i7tPl|q$tu`Rg6i<<5CGS&7ypCm#hG?&BGG_9yR{K-|Nd$mf-}7Q=l|gswe-I- z37*6m-L0p0J~K13?4|}DNTjLg1X%$6!+qQl&r#xzdT!_~}EXM}O47mshJQ3bQHG zw(P8Z4;#XUffStD9<5aSGs(`&$Cn297_1(2UG4;`K9G>~@mDP5K$ex2Wtrsh1KPwP zMn?;#h4eHfAte0yuXYxodWIY{R-0(>pu=@{27! z`)eH_Q3QawEl_IDucJqglJ?Mqb9RH2-`yCz8igVu zA#ohv857nF}4P~qlhs?vT4+jkh`jkpU6nXsOM~}o0sx1GS>JP{Jq`#I@*Po=nO5duH z#zIX+qsVG-TF>d#;c%DoIa&$}C+9}@3J2dS8}~)!kW6hnp0&j)dRumSbSU4J&Aj>A zp0YSAeV2sHsJ@nY(oj%Xg(M~S*>o<+cvvJ1iy23b#@S^CdTgvt8k;tw<7BseXmqM}Z>&*7x zA!-xKI2FyjWOVEsueBt4IyyMyBd3Y2p+FU?;mg1Kl7Vo`}Dws zOKr5w@zebsXS#xFWKiyPQ07?J*)QN=WLQ^+l?41zN>T9*L(|nuFlbZL=7UeQ9z^#S z&F>&jt~_{5yCbbkYUAdD%CgvvWD5cr0d11WEaVh^%v&|5Bhb)f{Q)D{Cf=9av6er@E>-QAgky9 zmzy*ygZ60|%gZe1v21P{c~%2tNb-GmG#FcP?AN1$Au^-ZdREd>n5e97|EaM2Nj{9p`!S3~zUsC*$;F zQJQ7w7It~uXg<4-iHiJEnaY2^RK#<|a4nbZ?}eWZ<^k8!J)SbK<%epdeVAfnO;`z{ z0e|!knpBq0D{+`=SdGCN&{)NY~zZ7bN-N*$t_| zt6T3Ke9EvcpLDcoX;f$wLkC4c)%>e#YY*~LpEXdstG_mXA6oeA?AIwy!s*Jt*)QWm zcJH@Su|n4(i`DPDkb0Rsf}2&Pd??6^jygQnp?{AxXH{umxl#Bs*YbiH@Gqaa8#l+u zDvGZC_eH5@)_khl_bv+U^>h!|XNzwaH+|Cll|n##&u$A;35l3OnPN>*-k9ArYu@hV zA?bkS-%jOa$yr4o;XY-%mq9M{k~MzTP>q>u6Ml65JW?~ms@S^zCr+7P7)f5>;QIGa ze-BtZh!_owi{Lqtk-*$eo~4#<`B_+-|0d<0aOG+JE4ZustQ`57t;;`S{3Cm(6^-J9 zh#42B^n*{yBSZ--KZ5wjDE-PGwq?kEbpO8am^+{RcjJr8prBramTY}`)xW*8W2TWO zTWh^c1E$MnX3@w~P#~*F#Oa`AK`>uWyA;Gkah8~pxm_SbAwT?KKLG=TN24F4Zxw#N zo+qQMfb*zv%kpZ~E^k;?^OnJ&Tas%vGzIzYd^u8Yxpg^;*<4GOkD%k=k?&3~=D2zN zew+T3r&--*r{1VKaQSr=sSj9NbKqpJ6aD67Gq zE5IEzG#AWg-2c6g13?#pqH^m;+2v~0$X3O#`u93DcpX}bE#JO|)0V5{-f3k-rE$`n zRsB{Gn0g`)sm3)Cy(Rk8SBI`G?~tAdIgLgZ`x<^8THLa-q7GEKrR> z9q;hKoxRz=UMk%nD<=~C?IT%Dvrj z?Y3>(q))u#eRA@n&f+?DR;qtdPrWug=xv<`M=l;pc*_4y4=Kb) z=t=)OXGPrkZ*(d-uY&}pbfE<>ao7L8!N;QT$*i%t@Vr2PFbmF7K~0cF5w$!89Y{5} zCf}KnTF{|Q=!neUEKRjoM#RP@4n4bj_b#_uz%$2nbD45pdIYq|btxNiRD5BVU1ZITZkJ}kbb4cTO{{_%D=>;G>vG3_O&ax;^&S`v#Snzmt=b^qDSo(lg)Nf2+RG9K?@<(U>s{s51Kc`g$rLaq%o?$aI@sx2Vi&Uh4_`l9&=?k+ynprLb^& z*cyRLflG6A;mmxOO?CL(A7!MccMT3kfr}ws|LfP;mHi^=AHtX8zj;4jbn-2qYauQ} z-0Hm#)ZYeKDDS-~&xDSv3PIWg0wnv7w#udju=N9tX*6J8FMv}@L-4Fr5@1a@wj5=5 z4iB1ZFM6BP>L?}Yt#tO5w&Kdg{@8%bKJv^<=JMssccvfsq<9`n&&X&hu+`Pl(Xqh> z4WM0#|Flm_bj@<=&c0YC@X>SeB%9-nlhqG%ZK~h!2-IKu}CR8_-^R5$T`Sx>e+7W(q))hf`j z7cN|&;pOE$^ZgYo)?G8#7ObY2%mE^wjMoLdC8?eB>VLH$#}+3d**7(}uEU3Yct}bZ zZ^Uc^zDY|vx8dDu@Nenq%SBAZImXH*mnMijRn-3Lzg|m4pmS@uwG(Z@v!L>F)!|>i zx_|!6Zd6+Yg0KrN!%@BZajn&TBW>Q8*_dPUIwaj1i?m*O7y{U7)Bfb-k*8-Rm*$7I zGV&{PV~4=TL}>IE6c#4T^&~l1fvQG8n<}95FL{ zu=q^d83z~HHzFp+_?%Hh6knLr%DLHDf-mzdD|BpZgbCtAS`*s1krqb|0Jp5{=5FA+ zv!sr;Wgh8>-EUO(mO@jc1hT*i&y`J@@j@sIU{~_7 zd-v_@{_!L1R7>t_2^VMQTSK-!fByUtt+%(cvz{Jq%P%SlyMCRAa6eet-M8dG^nwbl zL3rjgZ@+WrP8a?ba^(uUxN%mHTVH(|w7P-z!Y$~d;-O(kZJA#f^EAsINNDZu0d-jg zK7OszMrmml$)iui4nC)%qGD6~($*$~uWWa0u6*V_Aq~-wS1rIi*Zu3$a|eE$H8cA{ zT^J8!c&oWIYW7ph=HKqw5n%})YfmfCoNbDZjnySB11l>PgbhX>*%jbXy+HOsf^nT3 zFd$#y*m79n!`VZ5$M|p(#jg6$;MwBi)5a$PoFS~0;6UMNiEwz`PF7B?z<=Q^HxCcQ zvB!;HjGJ|0`I!O(1Dmr9Xb{arC<8wlUgZ3xXLhW2SvPtKfv~qOHnAO9$UQPOQObf| zO-;?q%d4`zeH}8^`S5VMs;Vjx{+~Nh2tkkc&#(I~DlAMrGBV;dKe;*Q;X_1fBo?k4 zAG5>#2P5qo{unHj4ahS3)SL7skxXsxQ`PDqjBqGzR8%aDJ4!=%s3Rq3gdljurKDWK z%5xmGK%}Dw6Zn{LW3$%pUXf5ud72`hMN&f|A}R-(G73PiXaDJcck4oM@UHk`eKWK5 z^78VbZm0G2-)Ja~w#-irgiJ%ow^{a&1!7=~zD4Thy+sdV-rTl_| z7YSQTtZZzkDM>Q6wB>U@))PSnjZ5Q)%Q2d$d2ajIA<5Awog0Y>{QHNC(lsy;5llnZ zgI_?{M@kpkM*>T*?i@?zMD4+AZvvv#P$HUP(zQ%e++f+4JYFNY#-O zWhEsMzMP<`YWvxk#@;#apGIQt9vQiWhIJQGCAb`I)YUVyzpW{X)t;w5=d2byG1;3~ zeX%0P>~r!kN*mcGLKH#hG=RWdQdVZul564CvF9X$GUVygous)1iTp}p!@4v@uisXb z@y?2l@7oW2X=yRBZ#=Mn|4X2lrhIG7fx*FajZpe!H5jC$VxDo)?c0Ks$`aS!8q&!~ zNc;wD=p|su{YT7){y>}o>OnMChcar~j^Aqh?iq zb+aKp0ho%Fn>$NuC_6u)HD$PGBSaIZeU#hRT+D%0o3l$+IH}%!aC|d#TS^y5t=S(p zUB)H8JU(%trmn6RL4pXQ8y+5}s0-&WjlbENpP#Q@cZm;>UG$mP7&Ual8pwN4ewmsd znsHHTtd+KHGkz8%Nf}eLD|PLqO}=%@`uOn>tVlY}g4fIlU#@xSc?5m+*ROm~MYt7C z^IqF(d5JI}D!$WKhg6>h{8{&_y|5Yr5YZM695~=NKe<}rbVpD{MTMad)2r3*(bTJ3 zSqZimp4wEfRaKRL*REYzrjPG>r9PWEa0m)bHy{XdA5;gP)2B}piUUdS0&oOTd-Y<) z$X6(p_4Rs=sRL8YOibE1J)+Z@ckkLj^&!s)%(@DdxH-?#a*!83uXOH)_-hsBBNFg(A(A_}XA$YuMP|;uC3Za3KWo%_^ ztsfsBuR@j~groU$9}bH$kKl}qjE0#Pi9%0Lyibwk;(Y4y^K!{1)9*mzXU?1*|)bU)8Z$ zOc}fuB>oy4X_4vY0e_C>y1)8Rc*?~1zVT|`>ERdP0n;8l*z&FTREyM|%*+>cb-EqZ z5~F{NIFRkkpPpsHGS)&wuKfZK6npsLQR~Iou~p2>hX*@2#EmHwEp6>Rzu2dq06rXX zBs`RiQ>*mYdmvVTi6f8gnLIp}6qsspLP7tr&n&vMKUoa{Un81RGA=18A~kS{haGwh zipbj2z5ud7X>=gbvRf|bg|Y24H|IM$(y`fn>NiBqF}mtlwWTA?Z_y7Lu1A|Ze1725 z1Fj$MZbj$hNJyAITEVyTYzXWmI3O~RScs;QHu0KX1h$fJyd#9g2bbmF_{2t2-;(`S z?jMaH%sBb+u54gz&avlZANm0gbda3Ketz7lb)7aQpFEfJcNpYwBR$kphh#|4Fc5PObS=lsoTKJO&OX?>xs0ou>wh z=9%eX(4DrfVo!hacWBY}r3(a@Y5f@6=!@8Y1dfa}0D85Mf+_wucKH5Ap6e zqi(K>WRKrRk`;g?aQ;O|YLVgLlfS-jA=J0DM}sCXWG9@%p(G_waUFDe8+0#qeaO@= zaqFY6s;*{*o&wC#izLtH?l>_HmW|*s_y8*3ByJVu|9hy>y71VsW3v#LYZ%Nuhg(^Z zkKBqS6(G5V92C<+YjFIXsgxM-3kl8O;NTwXet@%=q_N7i*x7vlkiL15^k`=bzp7sZ z)HEVA*vI~bGzfpx*zA~XcEa<%rgDE@FK=(_&T@YuC_x5~L->>K08WvJ$jIQZu;YQf zFwKYroON}50jjUD#MPG2-*PA3X+dG4`tBDzMp`k%P~46m6@QnikqZi3I#rJ!KVDf~ zO~cI0O!@~DFCtZ8nO^h0+@Gm?ow*Hd_2qRM^e!%=!l!nE?Nj0a+ZWW5D(Bk&=WogdG&?@vXRXl+a_=}J7?dmoA4xgd z`4=b!1s*>?_`N611__YS&I(Y*wOJTvf`;QYg&#kwh+Nyt9X$C}rf+62uSHMBDi*elO3*I>U@a`QG4J z;o7T{+lPMXYOXEv-*V-qrp`b8Rq5(hOMV~~o%bm!$iN}U+kL*wFu(ZCzzBym%C)Sx z1RlNLG+=U|>5RL(Ci;^CpDD+h+FENw6@qhJdy#WA0SQ1BNos)sx&2v≠(_J*f>} z8{O3`%1Kx=(evX6t%5>v)k#J)-m91K|L42yNk0u)hJ6!CCIN7&H9a&_aOy1QLz`ZSv{pOez@g%T zE>w_Z)fsq3h!XKdI2NEx195?)w&UCgFKB@#aP*NgkJ4ujaDu(1e6Zv`e&U3F=p>|5 z*hN@io!a_j=-pdLOt-=8qT-g;NBgu-tn1+u5Qs(VM%3ZNRkcL_?JHkWR7kJ8Pmun5 zH%sQ9_j)cYclY1ZFDbU3y#ArW&+Mk7oK+$lDhEfN^Tc+85{Hj>FM8b^h_`%nxPwzg z>1R)EbdNI>5Ex}x)!zNo_r9fn4Ml4A${TQ})x3O3j8==~Kc0=4yR7p z5+fP-B~FPWf*em^NDytOUK~~IKpp+=dAZ%2YmiD_pk_vvlK3N5C8y0Zl&acJjs zn>KAi9wuH+K;J4Dgt~@?wlM#KEJ+k^v?J1}WyD{J??B0VGo^}>xsJ$^02cWt-t#|k zYGaFxj3jLrP_gLYX;8I|&CSNM#}?-2djKFx{N`luo8(=>G2K0EGP(5n1KxDUjvZF$ zzr3afIo2thjv;c6gajk%2jVtaYmW2{aQ~3P1X(o{DUX;!3=9k)H&VkWC=zx!`h3Z? zYksURLCF04`P1RUoz;_*lV|3}?UL03`JLOJynvBQq#l)p8)Re*23LKghfD>|UGT5-J*6(xU&KoYVqQLmJLiE2tL%tLKWoHZ(B4c=6)Q zxpQ?c6@SRjc%b4T5o^I}L##_E953Fy(a-hWr5&w8w3e%zJadKlm!y~`-UVK5%eW;# zJKW>aT@{M7sM_%Mt?T&rJp{Xux>)*zl$s+4b8Kp(S_^FHBqSxr5cF2_lRtavWK2y> zyFu0wRETY4WnrPfuxMWHXZj=gGlaG3&Q1YZTG}H;PCP{HLTT)4|BT>C!#RYFlK*p# z=>@O@q{Tr`6Mw^q7oPy{3*l3-HgU7*>esN?q|k%hR6h31E10-#|B;CNXqY9X65+Ws z$vd{0BM0@j#&QLWq`MvMoV7<&B@hXk zwz091fOevB_rK%wTliIcq|h-zYYrsqE~K21?UxB3ftJ`7PLLy|ZlbUc6gV^qCo8(^ z3_i~C9QsVmqx{NVLBJ!nDCyu(tKh>sGxS+p<00RlUOj}=ej*|m!&Uy zIj7!{wvw|l8k6&#cFL};td9cL5kdnuHTcO0G}QP%k&*46fVA6tnI08+xlF%lt*lOlfGZcPlow%F;5^n-ybN zCw$^u=RG~=7M4}FGhYN*aQgE!f-rQGRDihPT8bUi=Ns+mfngK)tYNC;*%C-pxz1@) zMd5$m1-q>Q>;(e@1GjPXNs|aVH?#g}Ny&H9d*C8sj^62OnMN`Z^LU61a^=CdXFGQ8 ztbYG~4N@kT3p;)24xdReofvLHAOS^Hfwu&RsKP-3-{7v&iTq5q297}<*gimr=>S@e zjrZx7e(`_^QS$U@HI8~%SlAgiw<^HNl4V>^yH)w%0Rl`+&DRkI5JoYp}!a7 zb~Vkcj+-$54I1zTDn8*Iu(fc^M?QJ7Ep(^?XONbWJLo?&100>iV0F5)T=LK~%p4@P zf#7cE<;4O!Sc91&5`p+m0FT+ZxfkeFyX6zk@)EV!m=^oAwVeCHkc**Anw|F!(>Io# ziQM`6o1lGkl(^CmY8tgfWZDjNA6Ak$fbH$?>J3342`w%zZt(YBc`hCTxfN&&hxR9% zAtW*J@$r$I2_hF_1sy4Du*B>${|3t9hxZ0y;e2$6$aMy}XBXz?UU%^G^2WgEpqE_N z+`O%2eCN558uU|rxe8mQq@)Zj_oA6hLq3NwPZu3P7x)#psD?W$1h8Ax#1tCv$0yqz zTS8AvIj9WG$N>Pz-3Se!;$6nZYtd=PyZ8cTuSR(Sv;pE1fYFll-sOL$&B%wT_)M}S za?pp8e2h)9I&mUAO*33rPL3UUxE9ofD{QU9Uy2X>^vxJp5CJ`hK_*{ZYOBK;_#e$tB-Vs8N)Yug}wNb+shcKvu zN`ywZ68u0nsy@igUeLD)C(guFWp7zZgeBMfvhtfQt7Ad6F!(o5c&R_(NYc-fw_Q0b zLfc7OP+C&bg?zLMP!fS4I(WCeKR?y|KN>x|O$gU8wm2O4#li*Hp)iq@>$` z25z4oh(W?{NL3R6{0M^^)oTG{Ll?9|m}4O)_X2rn_*G8)hRfGVs8L?nq=NHgra*(gj@GFFuopoOki z@f+YYjBour^*mYCUx|^Ck);1f>E|#y1EBMu-#C(Q6)c>1%zjzPHsDEz4ntx76D}mWH$d1P2c@tXicG+K~uQ+Y6=6q4l{&zn>yaP-P`_&v6yqqes^v z4Xwmb2mDw1KZ^)6f_ES)6%OsVWZ*!f5cskTAR-K27?pi{MsO!2TaX2>yq{}#j}7^5 z!$1i#5uupC%)R27ic3Z5>jq0S(42i`2OL6phOv(a)W{LoadtS#ix47|+n@m0+@n1` zJZdyYL9-;eJTEo)?vK9hJl2Ku7C3i_Vx#^2bWBW4;3)Rz`t-lO84mEZf|gcqrIY&j zG5ZrIdXez3LOcDi@o2)dqgh8#;$=+HWXPoqF7W! zq>C_sEqSTt-S%Lx3Dt2!sS6=pG_0j}ga z6LOFxs3}<%Pm7vWo8%36D1Z(j*aOfIq|ks`UQTA0c!{|dM}5Pm^?CG8;(s+&$*D0h~Xq45zMf)i_02F zePhYP*zPV!&@Y3iXpB97X7Vow#%7}AS+Ef+EulOxLqfzx2ZsoV-mUHJ=}1MPY>!4^ zkVPE7?&$C7NjH9ld7GfrQ~@F!f!~sR{|Nj;9e8B}Kr-skuVA>);Mt%fbDIit`BKCL zR7-r6W$(@tKunrBob<@hVy)_UP`(i`?~>e@UtC;=+$!TYdxnrmz=E~lagzGy*xA@9 z>h{u{&I_R7YNl~=sxe^Y-v6!^iw%}zGgd|UhJs7(V(ky%;+aT;W{T!xEZ5c>hqnQ+*y!1@|Y=SgFBQ0(fQ?)9_+G!+-n(?W?Q zDJbdYO)x1)uCE#zB!0&^Yx`D17)D3m%=QTRH<>$|w(8DgbZlaHCYinyQb>D=v zL5DV(3~UjI4s#!viM!+Sq~wERB7_jwBBFu{!&VN&A6!wP1~MMnO75fiao<$Zbih>2 zEn~BS%-^8PPe;#iq|9S8CJxq6=5nQ^$`Z-$%*^Pb5?O)7hfk0oXlYs5Dn##wvEBIq zTNzkva6r{ixnTBT3-;3~BctdppYg&6J-!z5U%g zm2h-Wwuk~KWnL15gt$ICJ9~#~&kBG+I!YG$_mruK+yh2N>`))r7Ki}`Zy>Cw$OB|X ziTgP5YiKAMR4c5IOj$Q@x$xVXai-%{#EtJqrN zx&hyQWmKlSySv1_pSiu*#qxIkQ%ItrKGlb0=*)RQ?$@2`^bZF(?FRNi%XHtE#~`TT zS0S78fjxVIv$Id;dVb0_qEmnO?0a5hQDl8YJFU8ns2gij5kQjp(3M2tQFgElggAFx z09~{O4FL!Px%Xw*D-UT$(Cj)rLVhzor;PZJS4|ltG!H5nyknoqKoV$$@;^J6{hnj#k$ZGC?4AZbo@QmwVwl)jFhF+XuhyhN!NSw5X!0d=j#G? zotrGnpmbq4l78#fJimV3A*gyFYi9A1$0`CO3oV;3Ncu>Qmtpl153PJoXSe!aeoZH~ zgHO8|GI$%f^Y?56!JN5)^JNx(8JFDD(;Mf>RzxFayqEGaH1F`++`3) zJfV_R!xx?J@zXGdU*%|SFG#amYlXa1i<3XuQSjWDRL_lc?DF#3f#|TZvrBM!4rW;s zV@2f)BRjddxxXJh{mPu+U%hYHCCFk0xeQYURm$)nLC2o3x+m@5vKztGqY=bA?%r1mhTo&I#6gJOkL$kx9H zeH6^tl-)CK_>niyS(4I6uUx&lHhabm910vo%ql7>V-tniZoa7zDcTq+@Id_>n})j6 zg=j{B)ItMH^_|h61r-oq$>dKgI{WMBGco~pK<)L*?jAI=nISNAesNo1S6;vFg|Ugz zPe{ifTTo6!&b49Rd!gJAYX~{ONF*9C6XI}?#$#^0uK*nQ^|~KZtG0qEfK;OJzKmGl zkjyiXJa+Hi9jBC-oxPcihIw`X9HU~;&CbvN;5oa7cL%|&mG9plu;0lr)Yh7=ez@_( zmAaQNtKPn40zozl>9_z6_-t9UNo>&#`(RZAagwzC6lQ5kC^$hK&wYuyq7Lpr^l&w; z8|NDa5P|sJqK7Y7!l{pALjW8ZJ^N2HMA{P?I%fF&Ow7*$my`1j39<=Y17TUAiu4?`T$jPfzQhI9pj;2crabb-lQNH>?EY$t=%$^~+z@ zp;3@O0JYJD`F%?6Db`olht6i$OJVk z-|q?&74mewrl62_#_@4*tQ0(vGMZ!h_|CMMsp)IRw);t3x8PoP{!;V;Z1%Tr-{!8x zUc6Wf36*$jzzy}8P9si$%k);ECu-J@Mk3?C?XuO(*eUVUz9sRIEc1D=J{d#E7< zA4)^YY`C#qzhmM?D#nSsA&Lcqqj%teJ$ia<6{)~=6T=0WJ()PH zgq6UE=Pj4EeR8M5ta>j(vdDOFj4d^DnPJc;~x zZp6H7HWW`IE@|-|txR1o1mk`qvn|BY)Zf2psZ@e-GcvWj{ri-MBlcNek!~<^e^x<|)eeAY_MxK@9Dx8maj}_Fx8mZdGkEVv(j26on zR#1n8gk(M46G}!jBeIf=;8*@>Z5slrA0@0_TSrH4u}2boSVqPLGTx4?3QJRFL$8({ zuw4`c=IeH#xJ9KlowCk-?mLr?F$^+J4@^qu?(R-d2f6xSq_bkH!Sov|v7y-LX#Mh* zb?odkgoggr&H*`qjOBx|K)JsFETf;0s_1T?;)ywTa677aW;0a!ZIWc_aE|d=$ zU>k5XdlJ5)0OU?xzj^b`AT`S#=qHUWf8zXw6Pz@NLZHa^GbKcE2VBfLm_`kno=kos zZIVe}w@+K5(?{6_`yZc0(+o^>sbmqI=NN_oLkE}0hzjOhp;oCQPa`pEB43>uZk4&- zhsm=`fKh4i-{E*)z@&%I^l&6VsD1({nXMS*0zHv)@TQ)4?lN^216B52J*S3|rqb@6 zM+aVaI$&>Xpp8THWum~|TZc1AxG6GQqpWOhU-I$8hbq$I_0+5`DJ|XeYt5=vLD#Nv zqR?he@4GIGCRZY;pg;zU_(3Q&A{#gMAg2;FoaDf5POS%fxY5Nf&JX3uej!%8(d{G1 zrWraH&nF~s0KNs0o&%%Rt&dNvVdhtk02`AI$9KB<@O@Dk=FEE_j&1l9Pe_#3>v zPfmYbhx&_-P8SoM#CL-f#bAILehP#7)`i{EM*oOrfO*T7Ej2YYT_8(KJbtnPTTeK@$G;HG z0Tc)tmR@Z09RCD<#2U;#u@}tGjIQzb_a_5DKp52kOjnmW3@80BCnqz)NfQzpng%(C zn289zfDSTQ$&(&^{gt6N@fi9iMhvfoX~{B=pXWidZGevwO{F$rX)u=yPwr%rxqhu^F;5!BU|W;F+sh!tt8Wx1A>)$QeemME=6c*R8` zS~i_fX7iy+9Dy2x9t?T+QOy#p4uTsu>fBe=)U2jfxqlzM4WXa$GStCcftJUAf$}0A z2^bK-8VP+H>FE)ca~Q?l1(ZfK<#2)hFdIdR#hoSLs2)}|5v)DG(&KO^1VIzK`C7nK zWUtX_S2v;|BP z__Pd6HXGJ`1!apK7}lReV{}G%*EF00@e=wyxw*M$M6aycPa#)ZK*#C@0>E6RZFxWI z%8lOCXF&5{CX)%tl=$pza36>O1{sLsVQy=B+@IOrSi=lz{O+2xQQT_4wy?Cc;6g^* zh+anDnr_?IgdEx0+PeF>{3Ae8sIq)$U0wheWa>~sUV6pLBe+$&a}xj^B?tk%r}+zz z8cEz}A}*hr^&x!TZhz}TKqdGXGS{tQWc5*nfYknhnRo0!vI64-kdit+Z3wyjvC5vhb>|jt-3`7Pr{T3@5ed^w%gz_QXJFSV#CJ%5S{vCxyd%(oZ#G{Qq&X zgO?vtJSnn%?*SZ0#2h(#R4-Kizw>I2_nQmgF(3iKx%C+FAYHeMiW*q*M*i zD#*xaJnHbG1x{_U@HFK%wzI()L}p)cd@xB}iJB}Oxa3DXQtJ@KJx8@&QNNqKd> ze`))vQ>Rd5x{>PUQl6rHr3h~SI}gbk7S^CESFY6fiWQGTS=4rN$}t~Wd)5A*&Jlxo z63L_5=AS!;JCLTuaayB&ohIn7Oixb}7Z6-i#2!gQ!Hp>w@Z;9N?y|A2{~82WQ0FC2 zpOT<)XvyV+mO9~Ng!VYMy4HPtyJRc^Z4rGcn5FRR*G*IGz;Tco44?RsTzAZ>5#J56 z04z*bSHV!fhYa{Wdi;27xJ@owaR3SP>TD^3ueHeern!6aAxSi6l*V#@-?1XdJsnTa zt%2BD3!my8pYImt=J35P`Hg0$6E#EdUR@b6?OA>%B=JZ`DO>f!L!!kqdw@BAe}Bym zPu+``FLipj4O}L`sx+YrE5BERna>G)8HPivkbIlq?(tikWkr$RY<$V|z^Y z7^l?D&(2!G&giwYsOb1PClaZe#1?cuVnH?bMrTMEd^8+2@f&n&+=~c!ffmlmzHzTQ zp6<>iee{Yz=Wfp7vO+u2q@tSPW{gVk!Q+wwC?OyNh;p1ev7VcojG&S^Ao2oB!qgPf zDWs?^!h$z84UqH#qBa<14al@)ymYv=fChCdn0T+Nt3fI9t;{p_{%`X$kwT*=j<4$L zHDIbk|Ck z;QV<(41{6tUf^wDGCz-;WCNg(|L75^;Kr&UX2yBAb&8N57(C*JbWhMEk~kG5aB1#d z{otEXe_23E%(u~zd$BSyHjvJW7#ZPz>nU9M{rU!ScLbz~E*O$Y{e$EXla(cg!bxla z(59Yf&7p0*jn0d3=dg|umoD;G8uotxXb~-V)+678Y|A5s**us)JZsu=?|=Z-4?0mV zTz;g26Zb+X=gfV$+z5Qbwm@K9gZJ;z{y3fv{}lRgOz^MA2P2y}iSuqW>>=#q$2KsVN+$xKjan;uurGoTwByY6UPtkyrrFoR9i=SyaCffCz_N$Hrk9sDl9^)f(|g#&mE& zN;GQrwv!)LKwZ6jG%jCad4Sb$196(p3*ep!boXS?j|jKubwxS1zqtt6gNPSMcj>^0 z4sDMzt2`4SK7auTL*RktuykO^SRJb2_xI0CYq|eU_$^VL4uALE`yY-Exd|rG&F1%T z4H&!uA<(4AFbnF|8JI#5`qqw)Q80-8@MQ*8#ho5Pn>X+2p69@ymDn|cc|m`G{l6@3 zYh^{S1yvklhj6+xI&5+0n*-6SP00X!B|2kKPw{cpY~yS;^vV}edxUUL70O)=1WGbz zK#7|_uW=38I|J1jvpxy!{g6r14o09WqoIHdAObsXKvQ=N4M095jS{&-YjPl7IMMvR zG%<-}?=hfrqU?UdCcIHme^HJ`p2I}{nndv3yBpDarHnofhw*nM-WYtf&d6MSDeE5# z@f_*7-dHsoShOJ834lo1)MA@)iC-lOIzZKzFJ@`)BcBn?8#dd}#Kc5%XTl+qD~)n( z9_qP#d$tQU6$SKUKm{6TF zgfs<(m&`As@8~mA#Zn**0TslxZ@LjKb>lol2dM&;ig7zug2?07Wf7l=wIWl4+ryA{ z`*v7iaz5o*3P2-y0XUwIyrleQ5avvnpm2wPdO1U;MMVG~mX3=qG;ih>R6kH(KmZ28 z?OWgERV+o}EN5U7fLX6Dc-N0Buiv?00}Y_Ip?jQ>q2Zmd^17NDLSv#wtiHP0NMt%R zJY4_QPN-w#c8s9pv_F>gt8ud-4wge;z<-+@ge(K9(-$+au#!+f(_O0>@*eBahEt3Y z!Wy|w$!h^D7lHLH8dl`qCyk1LKctL1eS2p5%mSVy2u{E|?dsc_RYgR!a+TKlr~0W# z>_jrgjZC}1#e&xnWo>l#O(kj$7+*t%2e9gsDI<+ix4y>vhqh4EYoje+p&CMzpC^uNss2C5F0&V$ot-5O zDsV#-X>dsl0CbaIfej=Xi+JfFM6snBVWkLr77DbnC%Kne>79m;snx8 zIy@0Q<7np9ckf(Q%SLSOK)JPIE$w3&t1C)`Tv&{_ z4eZbZ7xR|iirUe4u+xk{vc$0zhg-iew_b@w!!st#IgLEy?}k8h+2z%xs3_{VkB`CQ z`dzofJu{ga)1Zd&Hq3CfgoZQHC{|}8@}nUO3qn1F=Hk#;|M+n=+S?|G zVUgn)J<`I)lLiO?jHm;+mMsi^(SW(WM8DKG7VWD;((?{ywX#U=5S(uWmH1(oMRc-C z)SkNJ>4byTT1!@oq9|>bpHuI%10`wr(L(PA78ql{y2|&S=L~|+T|vDoH)EIH z`hVo=@!D<~iz)G|n%*k=hy!V#*4&&A)x*UY0X6=yu`x>h%fXL;h+Ki!uGxW2Nk~eu za&~@LRJ3;GGE1sqjGI292g_zJK8Rp9kRdZio(jRuT|iVQtNQJ*v9x^l}EJ-uzWW{J5R`@pEt$1NVTTQLutb z1Kv0?u|+PkLAE3F%-8Ewa33lfVS@IF+X9prf!Ls@bdWr8<=^2aT(|e;7mzUtV>8Dei1`6Oc(~|4@vyN`0}Ww8U*OU=NZ2K~ z8m-FNWK#M5eUodTDv8aK*jAg%qCakbFxYYZ`t>8YI1oJtQCTs$S&5M)06+1A&p|Z* zo|w1*s-?;~{qi16^e{{x@>=}~gZTsn!%4x12dVwi0(UYnD6UIoCxRt1iRh(MUy3Bj zT~$!nY|z4 z(6()BQ8E&Sl!%`Rzor^f!GMu;6f%T?orlsHdf|d*TC(n;sQ_olLEN&(SHTAUzZiS- zcr4qtYxvOQN>RyBq*7!mG*C%WxC#ws4Tc6JQzTS`1}PdOQYjfSoyN#KHi%GCB(p?i z2o+IO@7hk?@AEz1_k6$iz5lwq3a8`P_ib3)T5Ain-Ertpo|R!3^}oohYKSf97k!Ba zfXamAPY5&Qb`e}7GxHx{)Fv^TO@j>lJYwM7bti=SX_8nW7>E}-<-)XUo`?u(P4l6- z1hcgLB*}Upq}vNR4$4l*fV8`Q&V@gVUsn6f)EvJx@!I>&_ELcWie&LU&1!}#qOaXe-lz&{m z^P{d|L0X4kn)Z8zgs)AIiakLiM`D{Vg6kLI9Pk!33f?n2*BhvPwd%o&btcMkkrDr* zu)O-#6L<{c4GE<>P&?$Ma5P=e2tNkF&MzhcbN>$FF>4N~tJxLJ?*r_sfnt)QY-*Ev zBSgoZuw4b6%YevyK%Ji8ZOH=(byA(c;G<2)q#O{|5$@GS>_a*?`pYdtmp(LqghxS% z2*RDW!N;3Q=9{JG&PlT*{)hMNAG6JQxo1DKpA%?33dT3reHRG!W!cQ^HAkk^Gc)JT zor>BV9p~o#qi8hb54{p2elLn6PwbDg%bBI)oGvwc61kUk}{Ujt4|e!U)D2=SsU5^}uAN_|cZ^3DXU}$o;fZUzn!zYEnLE*@)&EgzI zONBnIGQAMbit(;&%~Eevw=_6D->^2};;UoNSxQ;f*2JY@ldbleMr@i4BVFx9Itkxg z?ggF_9i4_(38kq9c#kwnLg}R0EBGriuu;w^(&@+7L~l5QiE~m|=MO`ZMW>RuG7G%M zI2L~FZ$hVxe`QI6JtS zj-N&3B7mASJpz>7j%Y(#N3EXdR|!wf^`b9)hyTPSGJDRP^KdZh$n^pyL~;=HYCZ%M zgm0@fc9?dqow{L&p(u#tbRBt5L zK?e{b6gX+DKP0N@1;`AOm@&(Dc~unaM6j+<$}Yo?0>Mt;@%`LX3bi5%)qtJL zOzxyC4xTRV`Y!!HHgp}|D^)QKBwH0g0TAk5-@Q{!eO1v%RL3iZ{WCEz=O3GJ;ry1Q z8h+>i_UL=JHW(DQ9o{-8HNIxHk6pENJEo}wuD(ezpTR)Ed#SvK?^p6L{N3YEM%w56 zQrQ{sEskYo8T8cFs5Ykuj3-rB@b9!WHFb{{7@P=x8;~STY;f@N{y~#XLz6KMIe+Vt z3WD}WH5wt3iu~%zJ4?5kQ10qCe8uSzvnDDApFrJu8k03l6U6Q}zj(oe+(#nO==lk| zbx_7nWWY$-ZPSXJ`JvxL_Xf2d<`z3m$MBHMJ?U{056H zaa~Ldz%)7!7)lKp(WVHjJy`9GJdLVpKs|(e`t{bdFSn?)z}OQ=?zTnN5`gn?%ow8kOsLhi)V|4GkE3@Mqkb6N zgKFXf;PIpTR#04D#%vSz7#ZL|i^O}ls>XUHec)Ll!lCcb3B?pi(2FquL^` z!#7Th|F}rz#C(kkes}ik4uUnzmsX!APt?Ce zZ7=Eo`yS+X8b^-68zcHVhK^BCt`czxKac;XyVMobM*AUyg1G{m5LeM7rLKh%yfl(9 z=uzV7zJ^!7N$M5qMQahbnQT^Yt3Lyc{9Lk<2JG%^>KpgKG@X^wMZ}qJ-za;*E7T9Q z;5#6yrRey=F@s$l|7rcq+I}dy!8XfDx#GupT;;WTxn0@ykGeB)vAV(M_`iLyPW zI*8h=l#TcJ*s`Y1GeoC|TXjD@z2ckhgL^8d{%)*wj)BpvMqDL(0B3a6XMJXGC7?sVV=I&G&$Vk+6%xyS@Pj(icU zTcYaEL4*rFa!ZWV+acndntpcECmT(kIqCA(H!NhE*QtxoqSiz=J|_ITB8EzWPC*LYZaQI0u4v_63F1!=|2(%?W7YivOmE)cHzqnU-jVvBqthbVX1|Tc- zk}6bZpsk=xh#y>w)DFsSDlk^%tgANmI5HDXsg50d7AOvRR3}jh+J}xfIqAAxPh+c9cpI6la3MScf52g?>x zya_tWG{%yUhGVM**-BGch@h>a;RhE?eUsQ}0SK#b=Iwd8g z<~!(wk~OZo42FJsN)^?~pw@r!;>ADHrm3M5KuJ9V3Un?~VY_tmp{7|f>&5fu&xvru z6azZvD=OQs+7<8_(kS3F57Aj*V55QB5%XGGM8J*{Tk%Gz0m8t7oy35_pcU}Lgw~R* zo5fDib<-+D1SJ0`4D}x)v<-mAzbU*eZl<0IY>ocCJZ~zzZV2)Kyu`^~D*}<@V}hv> zwsT&%K=uUMW;i6LgaTSy$C;FZdEFL!*OTTGbSZpJ6d5Lk4?iv`(Xe{il3^>zgrh%N zaV8$*k~J2rKxuRHS;x&%PyjB3dKb3eAa#e2RHPA;1wHl+h@vqy| zx?V-o#s-`#PGjRbWz=XS^uwi~ii_w4m_$jAZQ`9ZtCLOG(kjH6ARjo=vt!T0>7w61 zwXKR9JpPQLV;Wc=v(j785831_8qIQ^0J*T_l;fRStGQ>_yd$3-u89moQzNtA{8qf#|6L zn-(hvjg%kuL}y`HLDeog!2|VamRNK{6TEB_xaZR`!@nS7YdnvqNSwquy{SLX9I{~i z`j1LVCWFudbsxLH?_sG(0xe)-CSu8Nv(-j!kVvR(Nj^Jrmo2lvO4}*C%QD+8I8- zsxxFV4e{O`wz6zZZ2WG3?}&~x(OYVo%ZFiCdgT#>jfXH4YJiqV z`sN_K9)+ct3McrrPH>2#d#Cz>?9px0dHd8Z~xzONK_2(LK!<7hj+8L!AyRB1Ql_f5bkb7%OW*{uBe z8fGal1ErZL1f{1hUApu{rP}5ffB;!T(a?m=KusETS22 z1FeI5Q|8W@vjy(#G-HKqA4WL!V{-Y-@6rAZGy)Tc8gA-#M(jk1hI%9D-uD7?3l%YZ z29CN9dCKRArzPLhUl5CUL*;^rf|&Ck;Ip)phAgTue4vsZPoD_0=(JTI$^_gi@6qiT z>Tb$e>3v)75lZ%B?x?a5gJX0G#C=|^uP2U*P6-(Ila=6wxCQ3&WyhbC>$uNmiu0aq zonp6$AMmgmM5rLyaJjj;!BVqgsT(pDa>bVE-vo}2jVx!{z%PROVdmjKsDkg68_{+W zF{6S)NGvcN=0bUNAq~QKlAJ;VS92WYq#rS)AXhto`SQPz@#M47@gj9s_1 zAH>H5WD)@s01`+JnvVPYel9uPuh0x{s~7-3ZJNM1q4?ResehSsWRe5Ic~;H(wMa#H z#YuyXlQ9PS!hwHxPx7ztH17nmxmBNR2tbGc6$}~Fk*CN`2&m(hV1HP>q1q3-@*Q;I zz>!@>Rd?b9$0`mUmJkywyS%!FkSw6}pFzG?;Lw5t$}nEPh6FM4IAVWb zV>77l%u5oxUbz6H)!f6#rtLaXxjQ1~SIJ$-#3l~O*G(ptR#xq(wS6%X#+-)r%K2k# zT)(e1*Xc<8e=u7j5RdrkC?5iDtO)7%GXH{gu`-oRKWbg2_ zgV!#)C#J7t0le;uE*E}x0T?&-7R@-6nj)QZ`8-OZ>l6O)LHXX9gjj&S`d_4564b$F zi9zTNmOKD~6fW9%_awt-Z{NfJ`SDIkKCPiGtOg)+ zob0tkO{Fjx(VkxS>((bBqUa-%X!W}P9E?|=YpA((>k|a$FSuDI?klm7>QPn0_0761 z#3vvC680PzA?al&MFuw%{hpvXitK3zW1m-y`n}9i4zDr?;R~A~FS#EW?)3 zT4JR@C63mUSM4e0a^Mb#8U99RWc@ZZ!azO;TwyHrFlfk3x$q&d;+9NuBHGw}(0$PN zAkE2zlaZyT5z)3=4sopg_FiLSk1a-pn~-xbJxh6cuz(f!)suvq_lBF^XTf68b~327!cQzl&3~ z$*U9!-5{bOFD-cT_!$P5l+=BCjDoBqBn>^6kO2rr!Q{9KmhwW+>qo%ILHwJ7`BVJ- zQa}MHaVt#j@1BpL6FTUE%9EfkZ?dsrRsMnq1Q0T*JEA|lOz@NL_f@WX3NslM6w+rf z3e&VRM^jCHOZbL>m;L=G z2CU?{i=Jp*cZJ9h!f#xYeO;|~B55g^Gi-WWa6 z_!&xWy;7tH2CVk>&C4%PWFIRz`>6=;K``ZPp~bVn2^q$#Dn~2$KNxN^945*zRs19v z=#?^qwujyUoC5&%lNoi0oH=Dp!UT zE^vw2Sy8KWf2?r8*s%nX^l2DvkQNzb?pb6uA}ZsquyU19QB3qxD|Ssx_P=1FaXW5{ z3s^VMv8aKRLUk0Vf(%0zhZxj8LX}9&AG|EKoCv@4TP$>Y^==ymAM}GzaubP@M6O6t z#b_d^8;JjkVv7z~d5GKMju!zw0QS}ZG%7J67eT8JA%oh{FY80kX zpz*!Ub4#h|?u+(Oy-{c9HF+CKLRy376$L&f+T?{{gR zhycYstSi+(nYgD5w9(rcXGcXxB4aYn1cr&r;3J#9E58)H0Q)rFGP-yRsg zxdsomi-;-&JL67W+w}o2lZpxy`FqI#<$#&dmSPMi|%77|4#TGw^ zY!^xUz_wGXd2yuHO0+uUQQiDpa%M2MAkc-79$_tTfbnJ%Si5n6E!kj8`l(s0IUR{7 z$j)C~yYt*~dNw@&^raljE26bzYgS3g>Gk2+K=s8`i+W?zC{h#flHBg}zw z#trI^d)*FatkjJIDPEmLmP_KiSs9Q*kfF9w-ju@#D;7%}H=RyliZY1dP z(5C8rnnyM+u>IJ3;J`$TumBO=i;4NL`*(%v(9m5lUQe6xGJ7#M0)(kQa=dAB!2(2T z_6!$`f&df|t4BFNr6s@?Q{lXq5pBx8z?D=fjXP)4@N2!YY`ARfoKQL znJ}i{@Fhe`O=6snA7cj7Bf>a>2y`@zj1{Y7f zHo#xW`DBf)hleu42$7RuJn#thE6UBke$W7Xr>Sq=90dS_RWMU84>QSd;FGkE3^ghT zgYdN3#zq>a7<&;G)*YX8`gWBQKp!%d1>0c@)Xi9OklcwCk7Rn5aTw}(5+EHBJbOE= z7ch4ls!6Wl^8$mOK&yyRiR^tE1Vc2AkSS8Zl6Cm*ljT0g4RM zyoA9eS)&1XIEIda7PsQ__*bAGC`La?odFI4Ayhc!B;_N1Kk!|ulx_~;wZYVAF-T)J zck}Na^7d161tJ7T)C*v-5K9U#Elq}>ZT)9xxThPmLES@ac7=E-OYQq#CJBVWLS!D$ z;MLc(7Eq7lw!3;u{)a&?M?5ItWD!!|BUypCPsC^<|D)9h!}`a$-lo$A8>NKP44pQp zuYXEIZ4`(j6~3Um!)3l5eIStufhayH<@->e(`l=Gq+<)U3m~7V!ty};J1Teh5^A>} zWOy6ZhZ-6iDL23@JHGOS0e_mIqRAM-D|U4*C;k;K(0fQ?Ajy3;Gy}J6Jq>2nNscYV zkU(a|FlzM+6I}stLW@T>ODI4dRaei#&OLIV^n~=)#P^@WSo?*?d=4s9+82TMK{n(p z6L1zmzL`_VJkv zBGC+n_7Q=5se>Up;F(9DJV1kPoV(4u&i(h;ahi7ElgO`LT`E^Jw#d26(GyG7QqiK) zKm<4B3_cM|slWXGJ2XObOteFCe!*0)Gsg z6ym@WfItWg%!?-5%w|jgYtfJb4|h4#5(Gj6)&l$(*fc!1?8kI`pvA;tqYFt&N}*NO z-oP9m5--;Iq~@UIY00sZ@%V_mmRwX1K-)|{!ggRhLI|?-L2gHc-)J?SB@=K<`wrN3 zKuHJ-*>-EyRi)(AJ|C9Zd!Ra0yrNvAnjB+<``}$buQeOU&56?Lb!b$0roK;KsuAW952RGrY@mMZ^A z23?MqLK^@*h5_8HhPXcf$KZC1*ffB8b97X4nr7JW!`B857E`|T$KfB*+6F8EJ%g_O z{Dx~ZB|?cGg<%)((C7bxq?W_|;=)NH(t(-aeCIu|4kr>kfRI0#*?Mc$R9Y2))i0!X zq-q4Qm?6?WA$`J%cEtc^f*ocD%zi*(Xs}H{;@FM5Q-YFlIfzs^3LPiBidMl4OKpgFh;XS4w!8*}jpAmM+ZVi4(@w5Q)_O7n=4&X(QCKdiw;JpWi=E zL+T?Epp7{S#v|NsRkvTcBZ;L_GIO&KT5z1OPt*^tQ8Vv;Ec)|XMkkaZ0KFYcN2bs1 z!{tE!9Kev+q;WJFeCmDZ@NOvD-@+GogFz1SpXdhGKe{@B{6EJrx0;-9D}lMuAQoA1 z1Y#$mbYq1efstSvNCqi=i(-x5M}e1he(^>z(cMR6KYoh zql4^%;od^dnB>0*@d~+!5gACS5C0luY5~Z7&Oj(Y7DH$~;L>foQC3@4TKfq?wrtH| z8tZlFLPzbCV0&I`%B_(YKUv(0<%)#RQmbk z+!1vmrI9UOj`QYxq*`0l1>^~OuiXD!>;?=}Nj&ly@2>=%5&4Fql<*hSo!|{eZLK@8 zD7}uGg(kks!6XxKPNtX096tNm4Dsaj8UYedS$I&x?Kn)8XwP?Kh`#!&9cF53u6IpQ zunPd_7~tuq<4r3@hE%b68bUQyn9>JbPs!??GLjT zn99R*4pHk^%UFoI`6PI38GpEs^Qkx73|jd-X^qd<6k?4Ye6El);tEA#CL97(Ud%l> zR}{^YIv<(604-Q4Y7?4KXm1szEt^R3wBibHjc~-OZ_2D(N}d{)n4U)ez6A9QTdQUg zolmzOIxtXSuHcA}^*!KTRdjQmg#sG!OD$*%1HnjmIOOC+#Ubu?)llOyWJE(lbWtT2 za|PC>%fERVe)wW=m>Sw00}n`t**4iA7?Aq350DKt8vn`Fv(I@oHL zBN_3CCK#u!K?`^ew5w+>7grc4N(h(jI@^x(LYh5Vz6*Gfaucr?W~Ixq)xgjQty#%= zCF5DG!)+@wo3`t8SIPaygti!xe(?E!qfs3OwONmDy~@bf0z6C#2*@Rt;nsqv}Xc1 z|1rN?(tVpT^knLJGdM+leTTUWXgxdDsii^#} zW#w%I7gO$j@h-eUl%Z3ZPpw5o$429HqXIB{LjkjJ?b==4W5~22Z_SW030}eimYIjO zVY7nk%~vREsB0Xmp7IQ`0kKVuD9Ffp1m%l=f6fZb$pE)ZqwTfedGZ~`{_Xjv<6GVeF_k zO$g%YsYIv-KnueOa#(=&9CfDJ*oZ7cJ|yIm2fU4}RA}4>7?HMo;vc;O!I9VnBj0Q~ z%C6FUoi^M;W=SezRH!JsL%4)BG)(Qe0LegCh*L)WOn>1h*auVJ!a@}8YXl<$vX?yR ziCP*ay+Yv1s-jhTVt$$6b*Ri?TM?oZ19S`Wlt8XyBo6_&%bfqS4o-Am<_!bzF*CGV-zxZ0KTMZkF_~1T^9{7Si_yzob{-Dz>NpXfJ+W^1-91l_8o4|`mT#5@u z>{5fI-G<#`AX1&^Q;Yj42q{A;3SzfBAwmr8T`@&d)u9 zRreO4199`fJcmXVbQy!11mhWa0L1wcD?j1xz8IVp0+|tZk#~83xebD?j`1Y@$c|*= zT@xZ!%&xPb#{&fj&fY!0*TILNbYYI1Q<^!8-;K>Y&MX^s*V5Aq9O*wg&RFL%aU19G zfQe%q9#I~Yg()%d(9uL}QdRZN4UICwD?f|2ijV=!PdoN_BK`kmqRWJ7o9vc6A@>&q zJqVAQEuZxXN_0*``9vEm1iDQo1JN@hEb>C!U=FPEF)?j8(eHl^-5Z=Zd7<3m68ZSw z@XoNb;mE&ur%u=}i*};zuhYi&dGhm|v+KlFdWfM=^Yew1`Hn_=>_WzBY-rdWA^RP@c|v4^ z-Ua8h3vp}oHx~z61~|jw1-YlP($Ul!JBK(bASOx-&G=FimmP5 z7;R`l{$V4WaXa-+yh{gIW0;9K8kUY%KJ@&yR?Q}_FcTX~p&#MjgE<=^Um&pJVU(g} zHmHZ2khB#bRzWO4KP(aXMOoIA{Kx=T>grM2 z-CI+Qd0_JDku-AhEV=!~*!S|Q@-tpt^pRria(Z<$tn~ZL3 zo6tdb;g^xVbEyq9te$Alq!TWgn=zF-%^Z6ITbhn(3BQ)(JGo@<#IP%)e2nDXiYWgS ztRT|kM02?#y21Djrsk&IUt7mMtp3^VFZTem^ko>)!G59EWG-W{VdaEOvF10d%s?Jf zox(eiZ7?2ZDnv)G?{SD9_|@_Ct({^>qfrLlEPNF85Q&!O@iB2ntR~xOcE4JsE;r;5 zm-70^;MQSzD88716SBU&p!XU|Tezno_G;=Oy=t4@y>=}MAiw1L^?*8R^)NY6Kn?ou z%Sml6mDAt)MV%qjdZ%MK0+iA9ge!V4{V6EfuM0|I?X zX{l|oHwVvxgn>ITuWY~>=k8bHh|{y0ek5~HHFL^?l&E5+?#~wO;whCS>*^VuLMDCM zfY{{8lZ94VUBqgyRbXiIa_q?+oP<4Xok|`fsUS;dK;^oAY~V3klOVW4L_$4sLuW0s zrZiFa$%YnBqr-=lk|yNYdbNu0oyagdK4$Dl1N@MPE@n-w6|$e-rAy14e*ySPMq)`o zDMfb=XJcN=@Pa=hn+wop=DxqY?g5;8V!LyBy+o(z1S{{mm3;q>noGaJ3m+3)xw-5^ zku$d4br;TJ3VM_tv@GC;>m8cgvj6_4U}LlR8Yi$Y0LrPv+R9Xbo=JAqWRiqQf}`|a z?N_J~hMo!^w#J3ZJ@zFM;L$q+cP5S}Y-Z|#6t3##&$r#ZLg_W<`|P=EQH60+mGZZX zm}MD1sFc6Bzkj))=l6TnB^yTCCjRPkE7Awk5Wig%4tvgnyBHUD1FTTOc1{W$N7j$| z%uzKQ2=acu%GBHKy~<>!{9~qD8fbsE>k(||K6FKg)PQ2C`D(+TA3N3$H#yrhW+qL4 z{BrgV

~&Z%uuZ9-yGMLDPn7cO4dYraW(5^9nv)nTD9`dccR#IX=mb4p-cKhiUbP z3x=*Q74SzXlT>Hsz70^pH8G5fw|o7lFb}$YI}v=y-H^99#ZUCRN&H0=Z$TKVW}vn~ zxlqx0a+!Id$=bDRZLsSGgV>Kxr8&Zn{PT8_9mD9HY!XO=Wqc&yG?^t!VrquK3H{mF z`a1^DNl8gbPEV?AW42QiP;cqS@~coDH9M7x@Mqp!=jIR}<%{al2&Ww%XTgS+&lwZE z6aIeNf+ocQG##0MILrot?C*RPEu8;I_%;9)9FuJ*WRKMCGj*lNhtLGdTyWvoSM8G! zw2Eiubj5@YB6j3{`UW-<|AGZ6=#gd6h{C(5p~$NU6`81}(DMCf!%lR^+x(n@!`{vF zHt@lqsv;(g%!opkPcI7G9#B&>?oQ+Ujj!>#-}eq+!y8cIn_PB={KB%pK-o)rVNfD| za1HV81z9Q~JX{rp@@qVx;5&Dczz!V37AGLCwWtXaa_tz$^K%h>`VN_I9^GzQ^K@_; zJ-@aPJinBj4?-eq9K%031Ied$-lxz8-1&guiYKx;oZPsjWPO3 z2p3`;7o;N$?V7ms=gBMbrXpcUd5yKAbkB<3<2Z3npA(Mh1#k+@KvdeX81UJEs*>By zN~i(daR{tx*F4i58-6{=7Ejg5Wp~=&+J9rVL|}f%uO7JqlZd4 zIJCBIt$|-_GM3s|g9AV(@Aufp4LuRQ^YJn`m_L?p79QMl#h{OWAv>;#3p@_?e7#-C z>vuk6g9$hgyOQ3pRBqS#U%q@@Ok6@D)MP4ic;5%f_EQ|M{0kntsJ*_my$-1>f5xyB zqob0w{+a9!P#$VP%)vJ_;7E_{l1|lby?4hg*Ma>LG;p{ffS|NkE)u_P*|KdQxL2d1 z$4g=cY^^x$x?Zg^tvWixnKk|ehIAW>eq~~dKq6516E%e&R`7TwLW%F*ru_ z2ORvqbD2c41GvoagUj#Q+9Z*?bPm{|JPm5{s{8A!_{dCJ= zfLO-bj~oFEGS8 z6VrrC2URj51^y|Re-i}YedGia8YhklaQh2+_om(|7 zeRY%BH%=zY$4)c%dxLE-qLEzT$R?nN85qurX+kZS`#H056;j`>BqO)^yo|^7U1x6p z3bd`ew?~NO%3aqYxrh$E*N4o$cE<&|`#9v?`M!LAr?4vL@MGQ`4`enKPw`kVexA5J zzSkeTyY|7IeREC>R&Qp%#kDvjnydx9;o(eaYtePA5MY=AyYD$}-dJealp z!W}nG+!=wtx5fnaCmIO}3|_Zp|*ZbOvT- zVSV}EwnxLtGSE&jbiT*H#$ThYe~d6=r)n_dDb;{B4N+#%b7n}pKDyI!p8#~3d?==${- z+vJ>o0n{152|oD7jZZbt7c(Qd6f61mUfo^u$9y6CM`j!EHS9eK2a=ziA?Aa5t-rQs zHM@p_#Dz}Qgx_}plVX9xDCS=hd9|+YnwZF#_+84SZC0pz&?Fn@e=AnS_O3n1P4@RY z5%h2lljjRD`L}j)n0dYUZbV3dV8*yY36l?u^ypxi@I0{(6~ z%BFj(TaKxb=RQg-t!9#?9dp0$A2uAPk-!~ z@dbfy6&87*YS9L~7+kVn7vcmg$*sX0uNDs$Fo6>2|F}pN>Gc+K&VeT|RJQoarxHPP z1CVyt62a^893z{qUR;~Xssxf3(RPG)}=6z{E){kgRmh1z&sCT?Lag=Kd@l3#*P z$1fzrLLLa)x$cy?nYY`D#VEeIrYRQWOY8flbK&x_=FwFxEM~nu1TZQ>$lH9m%wBE1 zo!b(AH_2@>?|t#=)Ak4og3N3~&9W(s*M6*@=QDcEGIvYrHxQ<*;60k7jLxa}_Qn^# zbA~Q%@8HWeNrx~S#gOz_q~WV`IYv{2cO2?EHSd>`VNAtF_N&ox!AozOkUru2hdG&00@}$)dtgCYyKM|_6i!CO4&sG-SyPTzJSHBZ z_8k+tqi{VaKw|T|cyZ}{DurAB{C2x<35T(2M64t#AfXbXo5u2?(nLvtr}|p6kafd{ zm457k{TP3U8oUJ}AqW^kUbvp~987Nilk-vEuE+gV z@@o?mqs}8zAKQS}baJ>k79w*z%I+}tKB=spW9Z?qN-G@RrSSj& zg_Mt_CZI0K5*d8nIKJMt4 zidlLT1t)X>2_ChK&eZWkscIN+PGgMxpnR)=7_-DAbf;to^2Jb1f0sjJM zFa&Kg+JCZlIg1Jy#m73^fB$)!ypVF#h^+s+@_UKF7Fmt_GuyuQw5iaTC=jiP-4Su` z!^;=%6)aztij7{e2J6a@zuRirvBc2!RdeCVys(qscVSAOs5E056Enq5lWXeqmolq; z*;mfPB-pnX4Dw%{a$eOgb*8bx4%r*~3x>n6z|O4JH|Zr(Zn#9)u}uIrjB%>?=gmt5 z)(ZD^HT+56)6?^&J#+{6HqSq-AH-k5?Y!T=&cFnU~t8 z2@~1Hf=cqMev6PLSnLY~{UywU;9{&a_nhcs`5L?q9E3YiiAwYI1fg%~f-9Uc5Yw6n zHBJq6bx8z9;N>;gP7#Y;h$ck4gYSi3#%NdUU1|WaElaP?)a?#5F-hp?yK9Zjp?*q$ zm6r5mPR`K5B*x^~Meko9p6Y9RE6lxkW`eG`M=w6uq6KzQ8`L1)~PUZwIHNJtVE9qpoz z0k}T_DuW>F)$rV<&j#%USYUb7)}hMV0rf9!YgE7ldv+nW_p2NHsn>WuN=vl9yjOd( zT(a|ms|Nd#wIsX}bw|N-OMc&J%r;n2q=Hcq@bzZ0@0;Gz%PjzPgofPe@SEJ#@3uD^}=4Q~@!YekfgNCe^ah<-6vFo>0)DRV<_PMT`nP!)y9PLD zhu6<*XuI*y6I%fbP<2oPUAEgBD?hMnJ|$(f1d1V*hQH0l6iO=)BV;`rq9K0@JzQ9g zgQ{9KW$UK#8+#*OZ{pp#=OR#K90IA=@BDckK;(P^0w0naSS1*kP#u7?CbGfP1f{$l zI%k5zXn<6bxec7ydn;lW%9waU?Cg8lbWK%9Fq8})?K1>aT^5fAmdX!^*!jodY;!9b zW#S>EdVq%4XlG+yU#>Qoho~yf00?b=u{+@jVl-tTyZWDH@>UcmU6zZt7 zZFX(67oT8j$qlz!tZ{c@Jx4a+6BgcMSHEp_v)E&K6f;5C^aC#UAsDJthe~Y+Vqxz6 z?sm{(v`x+4%ywX+6DaWf$@;O1-Zdj`a3ZW1M}r%U6AWH!kp3QkzeI-(V{~}*q_2X^ z5Ki_sh}0(r9&$G8ri)3Tr9>&`%z6$QS%t~LjNQ0@GV4cs(`{hkh@7oLVIJVFWJAor zhrGmJ9UUE8cvt7CDzHnN&-OMwd1^Vi*60NA5hUB+lvW^~zK*)0!a@l9gj4(m5%lO# zt#J?X-U&pi8i*Hg)n6YB#YF<}5z9As?ygnM zArk0Hxu#9i-?;GIj3RiO7i+17 zc`{(^6Cdxmq4wX03`P&G)@f%*bWDu&;>DCW^id`HUl-ioh0QeKSe>!o9&tDs9F_!J zdE^!2j5pIpgjY^kJL)mKwzE-sc=IN9e(q1W9$FMuw^diy6P%_3Wt| z9NWC1<{+(Z7cB3M0Wv>;>I}aw3+4Au=;Wy3iErTAEGTC?=u~We{Lw1YsQuktg*-#I zS*Rq7Lmcl;U^)}tNYsZ}z|fd5C=3h;-dtvuzY|M-bANqrR6w(tWLA({6FPvB?+|qo zfMDUtPk0=L2ZU%=BMV52q;dqkm_5O@*HBdGXojq!! zzcmc~RQ`cRiFzh~;&>y{wha}nvcTUz*wY_)|Nh|;{b4(rLe1Sb1KEj0HF|Px!vJon z%a3q$XDRt#{VG0ljL5Q4@Y>8wPo<@(6{CV%R*`rdQb{{%&?Yp6j5r}`fhS8Vj!4i%~Uy(my?vGE>_ z=t>L&3=lDb#880gAQk06$};r!z?FE6;bjG<7q2#SE0!HQ)7qKHA;4|jZ?cB{LE4Tu zgi5S~ssb@OJ?!|0xdlJF6S$@?4QsVm4E;SAyP*s5_Z3DmXp~mF&3hy9MQ}g+D7yDF zzRu0jST=N?)pdl*(%tvdu!x8)1QpTGg`=eh#3L|{<(Py-TP#kms+Zotzwd1wr%6l1{RUvcs zL@r{Nz(FPUqK#JRQVI$gk3M6LKX-7tcNcK?Rom+N-OmOeTb-vo{_g-!ty5Gqf+`iW z6{DMtw9N$!F(W8ff#?-aJFZo1bxRfjAUm|N4CRTLl}wXt^{#BGEr)8jo=@%|li}PL%|IT);fbGF#-Q zqv-2FNJI1C>GwC}y8sjmq`{P=f`TC+gc|fMF6h`b_22_hgC4RODnXv+ITHug|7~_Q zINFw7mu)_OdG5-8p+$BYPUbikPgujzpQpERZZ};@T_wY)x;Qo#A7pfd==3SDX2)$9 z_SZQRz);*^SeF{rzJuAQ0G6kzORXUn56>GgCj8$d?YzIKN@dhecl8mb@Oh%QY22=Y zg#}LTV(ipV`!q>(G(I*=56Ef;!mFjFrPPKEMQ?vnjoj?kT8n0?>G)1&e%VF0)O5K9 z?WKneBm(HRdE30t3|J3KLlleK0R7d1iIoCMV({A-q-sAuKRx6)dL0vQDwNgBv|32Z zq*%OkGv%9&0P%D|l-Lu&}ulH#7&>cJf=yu^oB^=P;fm(U{ofT zKd|X$WBy3HKg|oVi1-~&v;5q@|MJh&qji_V5VQ%x1}P;Oz7+S|`wNT%g8~C1-CB+l zXW$jK)zyIPjl%5(KKR~66W9TnDcLpsv3yfTI^6uR9FQ1b*Gl$R2j^k)YNG;ZyIh=` zzq$D|cfnYHTk<5yJp^7gzcg2z3F)?7Q!JzUqv^ZYoY7VQ3^?E-#HUre&-%~P?yb?Zf3*e2Ma&wp~!+thmJ z(e;|IPU#D>Q|rJMoO0yA+7!TJqbcbS|s4c^OU16p6QT|yrwOW{; z^fid!r9NGFu+_>$(gnI~9NDmPd(qKTob%b!VF0*ppLxA~G%d4u~>XJEblmWtOce}mp+XdI->_S8S46Zz&n*{vU!B?+F zU~h2w{`-=skVQpB#WOQ@F4fZ1bgGNsFqj2U-B2&AJZ{UYEa+(Ye#6>T*~ldEaVvsYr*^`c4k- z9qDt6TI|jzN=FI z+rO|W)O7GBZfNke(8I4g&RQ&Ma^3PHGcfDeMkD`ou9x(hig~!ErsW=;PUy9V?1pE* z3HSy&EF~|mL%6JxTOW8^OHZOS`w7c@ObaC`|A5immnf*pFHgu-fNhV>XtlD4a_A1Q zrnSnSXB`?W)oi%!np zgV4Ad>Y7drS|jjup-OW+n8dKWcj0&0q?UN%^P6)&YZYAZVs$jH%?_;KejCzw+jaM~ z*{;S;8cf?=fJ6|E=z$lHKvKlpV|JoT9HkMWks)ghV^{%>g5;_vtj$VwNQ|oDx68_F zAKClfwn=x~b8bcYS6192X22X3I>J^w!dP@N`UI$HjNN90`w`f(A@IegEk=bE3K)1W zlF!GM&5bTRV;bfW8u4S#%Kv<|9m?{I>%ZskP%VybUg4(Lc9W_t4Xw*&W-hNfDHnRb zTHCN~Osh3I?1-~C!+dx)W$a@8>!Wva_r4BsPm{4W#5!T7{Q4bZoutnUW0`>UG|gC&P)^P6Z72v%`1?hQ(;r7K$h|tTwrc#) zdXKu;@_*3F>q~mvjB!(OXMlZHqs-96@Skj8&Z99^IO_J#VZ*@Fi2~etqAWk@3Ctf% zz`d`q8>5lJvRqN2hK!r~_H=C2o7<#W|1e{MqQV3F*eCwatkv=j?;PGY@Ai>$*y}5u zjK7_Yztyc3NfkfT8t>n5;w(O;)jw0yq&@8t=byJX`%sjJQ;7eUJaYd&*Hr0~(ngGG z=S~E^O4$h|2)x>X=wcAwTFNQp{CfE9#3*W#2q`?E%D|h!v3Tx-rrlDOANk|9JBH_G z@zkXXOSfv=rbNBqnn;|s;xuLhSDm6=`0+RhFw1LDfh zrg(V&#ZbRlMxFoD_w=WDn6)wenhayERyHO7w#1~~^c=-{ZmHr67pVuVx`vN^e9x0uDy@OJe|_K(`*Wlt$>!{Fh-HcD6&_XGMG$Ban4z^sgIf zkA4d6L8T3gZ)5>GV>TW7ef=VD|6b!K^7qmOwfetsG6V1X+R;JE&Po-JM}Kqz^cQi> zR*aNgLM8{rQ_h2PqX)l>HDeoVr|%CpW+eSveS1Mwlu=PBe493P_L5H+=jyAfK5H2SSN9cA z%s860AhIi=!E5mxwI@sf+}&!_C`aF4TCH@nm-M|MvG?x9Awa(HnmfXmK4op=apfIO zS*r|u&+iTCrpGfp$Mrx^%O02F_=i z8i$(%blb-aBCm4%AmN!T-TMvj-T0)}qU2zlGW>hDF`J{_--$X@4w9$*5 z^!J`?@(5ib(fj6+eRNf*h((6Ab)94hcW-#|9VM-HqQbNf15JI3VrA*lt!Rjqu$Kp8 zQ-giNdCkelP?~{QxocW0{)lt@`&|!Mm=MF0V^#%g%5Pa#pYm$-|KG(#vh4vE#=A(= zB4iPI5vWz+sUAjiZJkiC-ee>sHq&Zz2n1N!n?{7#w@P`Vdh^~({f$QNM>7?`-5S`9 zn-RM$GzLYoIZ9U9Ob?7iL8*QKQVz)Q78$<}`}qM;V&Qy<|2qRp&LpIC2~D95o*uP= zGw!lsJnwp>+f|3Pa}{Ine3%MCLtty+wPq|w21ig5s0)yX;C*wHppyskumry^_^y)6 zm*3xM4bb%>taECihevvlk(As*lO#|A$c<|XlWx@*i|wB51$qsyka{rLXi&6r2w zrk54vCGiL_G&)T7gLM0#tS|@kmo16e* z*YtPvIkbl)%&v4)VRU9~Qq=Lm1aXH2y7d8J!ygZF+<|w=5)eP6$ z^Q7%w)q5^Zx*mVUi@%yY{#V*rM*9rYS|d!O_;l-Xx)yL0FPN3av6@}J6mNa(aPdfY ztJmhEw)`>Kr$m}^cQ6BnXYGnFvDTr2Wj&aO#}~fEqIo9w=Z4C7MGnic@_*8H531TZ zmt47IxFw*LyOzVd|G@bz#oH?X!DHVX+Mu=WT1w}JPPAN1;Jxfq)p(~)*7v?3><+$3 zowKaPNgYL=o~zlZ?n#_1_Z~;?yi>C6OxsfbeRB*~UR`7&AR@9%Q)~Nn#T;ICRw#3r z1E?v=Gs%W}u)ur&bBJiG(YIk2>u2p|Jdu;@N3Gu|KYiEIV6Qq_V)|QjrOXaQfb7pw z3T(DVuK&c~z38Z6VD8h0n9YRhHQ()wbC=tKeHVpVyc$I+Jfm2s@sRon#l&HGv7TInQm#-X{bw$0DcXOq;OgWj(*Fsh%4@Es!T+6hlgVD_wQB5 zkIcXnR8>dgn{Sop88o~KMSA7 z`>~DDe(7YN#yJc()8rGtZSoL6N>yjD$IqF%>j+43-1$wu)XUsds@3Y#>*t)!JGq$= zxlM|WbCGA=yLz_%3heng>WFWp+V9FOQ~Ucp_o4hyZpHy4lHV1Tx=&WV;Q!QV_`gw- zg_=0_dV9tDdS7%33^*t<*&L$60SC9fuD$0FZliSEji3=ezeM54(ZlCiH7dte3p3JJ z0=SDl{)I*QX0Dds{amQ#XwFH*t+AxJ4vDDiXNU@WvboiaIWMn8ZBeOL(`R+D-+4VyVjy?hPUw*=#>ka1xH5jTt8oPR9U77J z+o!n3ontY@S=FZVRH{I_d9y&-yjzJruM$2l{{}@Pglf5TLBoLBNY4GCGH7=;oldMZ z5oJc^hgm$1y}8zJ~S-WEjY}mUlBDvwLDOU*|E&k_&+iO;lh=SS0X40qH z!dX8(+^)~hFPzW*GHiupl!!a8?^IE0#|YT^~yUsjxj&*f4%r=#~w(!rzs3NE$E zHD7c*C`J`ezq#x9tt@fV(AV2#)}^SroSs-);F5i=d1f?%msJQSqk{e|Wj_GIJv<+~ zt9~sq;cB4Q>{5Y34beluVck8CP+jmvCQ1zT)r~4Vunocs)ImVMC(Tj(zbd;Dc&gL3 zebh`dqiAZVEGZKu6)luVni{4B3skoO^G>;lq^l0tdV5N{w9@5c9OLk z*-5tS-*q2m-kJH{@BO~-{O0$Y2cc{qD!+?UPW3gejpouQ z;tZ$5Q@J@)ND`!u=@2D9`c9(deO=sxos190xB#EeKt@fCrTMX$1cYtcqq(~p>xADb z3-uk+yF{v&Jh5c^X0Cd^$RAbDpJ4}Cyqp|2<7y5aF?`nZt;y9t!3y--wbQ@d_CwYM zRy&eA>qOYkqrMiKuG2DBDka@KRL8^cTVY!8?tn8mj}e-z%HbdAWA*BRec@$$r8UU99DKdsor{CH`7@AA@B^OJ_kifb1;mgidtwT?SWH93 z&9Mj=O7&LRhVko>ENd0wBTOwfovOifL2CROtZh*#94F2I>aAil@t}Oo1o7v1O6@>L zd{ReRowW{J8{~DnL|*W|x-q}iqPV2hn4cDm*Q&Yy0w&Dn-&r27icPFP{^}sMbUgQ# z&s(v&X#G6pp;yP^Sb4b^N|XqHjNk{|U`U<@zYvC3T!w{2ESRgPPb(lcmjeR;&JnR8 z(!kB0qfAe$%_c=;!r zWN%ZcCoQcG0VXkl1(vjpHp%`D63X-zKu?n2v-jT&}T@N0ae5^4Smt zyIaJTrlK>;>i3R+A+;K2TK+KKy$>C)bbQU?8D^JP(#NqtWz2LihE)~xBT2S(fAsS^ zMjy6d3fuWH-hmA>5vTe2_-I&HQtqfa@kLPAR)Immn@+}65@_U%-e2PV9R7}NrG0a= z42@SyN~)qfu{*J>@u%t53d1c7c{AK2t4TKjW_u^lZRZUCsEq|j!0eYa=Di|ydFH9( z=W4bWiJ`BK3-<274S3+JM$3pjP_7}n8Xa1&=%xES935Am$`8C3ZhJN!IRJ+!G28gWE0HyGU3-}r86*FegM#W#A9uk6hqrcx&HDGgt% zWlq;~y#Ae{ud?JFpAPC82{Jw{$`k!$3ANS6d6AV7kSl4hX+Rou5LnE&oM5ROC?P2! zA%zhMueQUC<}aOb_r?26!KasXbKj{H(4v>&Zb0}O%ZXc$1T~5zt(}{GTx!#rq_=!L z4At?CrdiUswe5xnX4jd&e1!tLV)NWlgh&-RjU4E3rLb4M-QK{O{qqKR9dYKn%O z|0*O^5A6OC;;T6P13z8sWeR_Sd7JCLtkp!t9tMB%M3^@d;|bj#ZD>19Tv`NmqGxZq z0ZKI`y*DjUG*!LkXN(82=DX>IV52QMJ3mVf4Diw4uI!78UM@R*G;d>t9j>t+GeTIO z^jlRMBQSkLEX_>ib%-@a2%$5=O+;KoW}4d4cf{@$J_=uz>Lir@j%l zSumO0GLH`F#j4eOWu=M5p%$BPQhwVp+InUaqgi_A=1?;_HF&x^W1LDkI|$3ncd?rt zxwL090U?wV(OEZ)vrd567pZ*lzv|ogm)^N!0gHcz?RUEab+O6@cUbms^bD9|u+DXP z+5>b1q$QpnDi)mOHB3E@YsR1X{Yw+Uv_r^zMrV(fHf=+j;!@|>=wHJ0Zz}%tTt}m# zQGvBo-o=dQ#%P9D^kL083XhPBE$Z4H{m+_8-QwjnN=8(fNg4kQ!dQKJ@ekf8;cTq8 zaa>f)+N)AmIf^&+XiqaQ8CCv){`RQDuS_cWed>8}@zDJ(&)d1DJA?6J$5XZIGkH~S zuU5(QsgJ+k`BW{IPIzz(@UX#;Gb}*{qvq>-`{&K%Rr!uTSqjV$7#Ron#YNb0Dkwf* zpKqme6XH2uagp1fK^#{TcXf`j`^mFdM|iNlKHab?KWJysG&MDO^3UxZT}R&{*DJtHY znFB1UB)yK=_gjU81}1pd@uMCQFiZ!Sm@_u$!PhO!K?yCe&{RHFo$*2WCrcGmBw$Qm z8NSo+)v0V`G+#sUs^%FQReUn~dHqUMGbvH0Ic8?ah1Y&3!l?i0TnV@9A;e~1HVQnl zq-9I?ELwg~_G<2y*>ad=?eO~KUd>m=Gbj8QwdW)XO$2YXy7~nF-uoAIp2j5X8d5G`A!N%+^tjtLb1_iXHXEEVlBrLK+o0Bt^Q(aLID{M#`c z7T(`ld|}aH^>duz3NN|`Uwzx@18mT2bZt>z*+bu%)=L5}WBiMK_uT&>)O&c!{-1hB zT@LPDL)Y({LcU8*8Fgm>h4_iQ`juNRfA@4~ff=9u(A&5@VT!DcCzSl?g~$F>s`Srq z`g0@Zo}Pm@qd9A>&ygi&i_g9NJ!jyzvKf+kySHdH<74*v~u z%&1nauSF~7!*}k8RQ!>~sMNUrJhlHi z?u!cf>_0l)t!79+zG68aUFE$Zs@onsq?4D-V zGMa_HtTmx+iAVVP!0y7CuWEq5einp^tDjvm{X#eWzP^_e7>{V-V`QjbBbOk4Vfvr- zEJ7Ty)jW>yT*b?)RlkmJurPcrUqB)au)<>tUCC!iQ&WGOHK6rGEBZABPzK}X(bJ2E z7bf!C4>dYR2f4mK%DGJO9}hq~IXjN4Etp!_ojo~F%$%WtBrZiHImTas`?UhC)DK_piW_0m18PX)TYnpW%=)Zo1+g z5QDe{q{8V-?3KRU^l#;adc$p7cZ2EnmBZBr>tHVJqbCRrw>(dW9rHc!8=Rj?-cSGU zO`2q)t~3jt!`ObV=j~J~6tR1+Z&bx<@j3EKmKD-R0J^2xHIQ1RR|zaR*ykxmx6k%_ z)P-n0149;Xsq<^h^To%^UaM7o#l?wJKvAm&kR z#et11+w~anw=cyN&uf1PxVwN$+_?p`#CgQ= z=_HCU;+pOa-)4Yo?2yp_j{YDtq>BxQx>8D{F`oswpzRqI7$tCI_F>u>DZtmtivIRO z_;A@WSD&CSUtgvL(5xcbz0!lztGy3!Wd7%9z-?1fGK3;HgIMaIY&5=cqMjCHua4kk z0;@lTl-(6q5!KLYbmG2;_#>9>D!WW|yzbK6(Yo6e(sz}H^-t1H@yaWDxhAICiP7Af zjotu!rc&WA7yX)uWpE*6M+KX>GSNPPjYAL=Axj&7fd5`{3A_l(iJ&Ve$RX7{3?c6k zBd#=;%fuC1y7W$HXy~mH&fbdSDI#%)ZznIL9sDVRI)FV7DBlaKne4m{wHeCbtyS+a zG=q)7<`Ov=0l@v_op;hRIpMgO9sXMyOF?!!4HJc`m^bxG<;RbR(IODS`EzpO+!f9A z&PK&--Z&mcQ){aDS#Vcn(jkqA?Q%jH@tR|3{ebf-6TEG8Hs-9{LStA90=r<7GjF_k zhlQq(+dt~OOX(Q{Ph&VcYZirj*0d@P-%WMg_UqZ78Q zx?n3UeI49jU4u@L1e285yBy2!_d29bJeq3sZKSMTXB0+*kX*Z-1{Tac7>QRx&o$9@3;`dCPUxS1HxLqz$Qx)J!x4^-;x z(;Zbn>HRD(FnYzZ?TI1ZEwZ|Eyy}DVQX8A}I!Pv+xbGdhbMK(&{8m(RK1T#n`MzxK zU5^E@Fup-+$lDFQ=OXJZ0$(5AU%Whir^TF;MZt^Kxp2mZAVkod=o6!;Quh_{6+uu& z59&6){u(TLjKu7~=YWe+JlIW{Eeg2YSBuSbA~Sh7KJ}L_Y4jdYRSgmi{K?B$8>(U-yf3g#^-a}EmVjd`Zr#F~@R*S>bX745aBR_{s}Ub6R= z_@tz)E3m}2WIqcx7b&#M4J{b47i)d7HB`3MHaGOiRtNspxs3YfTf}r{(ZSHn1NJOE zG63mv|FA{e6tr0UX5~*$_)z$z$C@Y7yYjGVOono}>T`XxtN<n@%>FZ!+!4yLp6a#h4uBkfcGH5`@ zgy)nyNYXn=s11E1QKsSTMZAhpNJdl9T*tVB$nOn3vmYBNvnE~rNoqh=7NA~6l7Rsl zn{X(r27)yJDQgGB?$s6hRE#a~FLJs6!X4y4h%G<{3w}NNj=s>xR#-=in&o%C>UJX2 zST)4oOJFkNd^?}hQyv*&xxnxX%ct`Z@Hl;D{O_=`7s!xY@f?0x> z02;ADEkJDV(?qYx)>H6T@{xcWZ~4>W;&o{~K*iKxhD_eDD?p0PR3Bb~z_eLH2x=dh zxG>ex$4rLZg%d1TL1*^O#4Q3E6eB@qj^bV(a=T` zt;25v$GM8X=+^Qs`)%QyTGzmsjV))}oWIbx0qy=M+~-ahU%iHcDyXV67IvKyv6YE$ zrD7BM3+44P;jF?e2S&Fi@sZLmj=34RT2&d38TlKKa33ed3JAw1Fh-C+9lXFYG`UGG zf@3Qd1Oj1*7l~=>9ppO4{ACS1JS3Sk+|kh;7F#4JY6HGh3drg0%ZN#d+XkK64VbLi*-yW4fJ9=iR#USsfzu+pT#;L zRl$i+1MhI!Q$B22JIgfd_I^%a9f?Vf@wT^1Wb+3v1Qc@n!B5+rSq*d<_sVxq04=2M|_46~3HkJV%N z4N08=2)RN`O8L_%XrVN#beFzRWHlz-YfUKqUj#yn>Ka)|$va<$%i6Rg_B%d6!gm6Y zwM9c_>Lds^zhwI7u~@+lzqz@j#3`6xZpO{b5E0J`f%D!;5I!_hx5CRp0-KZxDs(RR z5l0$aJMUP>n!{y|zW;r*VqxR#GiC4Q+~4@lO)&SYen!L^%HG+ChMfnDt2i556Xf*b zbrHDAp{^sOu>*eS6%akd!ZFErsQY=%!IRi7jc)!A#@r}52coP`)F6mNyuH1*rrLOB z<#M0k&g@Y!4{EWgxwayELU^`U$IhpTE8$0O`=A^8e$;3<5fc~AzR-p21bVEy|A%}> z`kGxXj3*Ky=Ica{g42_3>jJpWDDjT8?)y+(QA!zEs`-UXzII0zM=6h!5iYnvFxHEOf@|gOcD&*fw+2lQD+|0xt+3k|2 z1=eajGBU+_`6}!5PSASUlf(Q$Np?eS(BhDB)+ijFG^}(ovVlSNtgTpcaP1;ohShLI z0`m;?Hh*c$ck^ow8az`(h$$ytFtQwov^1s}^;a~;`hq*3U+*s*Y%!U%_uqP+yWsN8 zO%DHiTy~G|&;z#-d)zeQdVwlrBB;ljK=Aio@pR>Xz-lpfHV$-WWGDNe2s|C*KXY|P z#^lpLv4N~p9nLt1?w{Dt$&FSqVqpz>=H=EGFH78DZs*VAbqpAcB{yO7!(f#^61Gnr zGS80{K7LFeL=oPE$qS19Ds9q2Y`&nY7X~-qc7$rltGy6n&fos&=I_j;Ll>(@aEG4J zNo9$;LRj&141P!Y@Fz>154=Lukkx+~tioa?;u$Xlxq%u~4WC-od`Ac|R)=gyt3^!O z(fDr}pvWL)fap41Ra|!^NxIjK8T@`*Pg$fdw0s<5)ZrK|#RC5YR|bw49nhWh)s{V@ z3gkaatrqdQtr!`mk4)LZsnVP0XfOuOdv*8Gfz^&T$Sxyqaxm%Q_ObrK7Vfh~rR5Mm zD0yd}hROtlsEG)qtcbgKI}^juqKlk|5diP6VF07z={AyfLDHd6Z-$UaE-wP#d=m*PR4LHX zu=FbtgQIZJ86cB#ioFW;9uvK@Qpn8pEk|$|m?j^jFd015X^lfK_CsDbm~zMx1r{&X zclXvkjEhJKt=viNP8@R2t zk{PDxu(6{^HGnLQREWbjNkT91-P$-jcPj^FB4d)O^bYUFT2Aegmi4<-J`4GY0 z2A?*)(NzODCL~zp$Wx7ba@Q@o2mwZy?K-f4N&5kvUNqXIiuFBc$z=i=pt1t5-O|z` zNKQHt?nBqD^Cq02L|cQAB9IG0d|v>aeB9A7Oq#1iWOVFKt%<|C#^Gu}(lY=B=i<8P z$g67&zGVt4*d8vshucE#h**HI7`{Ox+fd(7O+a036qyoCpm)?ECbcLe^pFEO9?Gyi za{b96fDH8Z(4_2u!X^{So56>3W!ta~?Bd?zO{qIOKvp2pDH97wA;xleL{8IjitZfPafOBLt>L>7jIm-5!IM9$s#Pni04 zaiVFf!~0)eRhy->t4xgqNVG#wWIK9L&;T@4xbzX}SD}6-ie{ipWD6t@{T}%lqI6On zge|)fofmN8iAG*cs%vCfI_Q1FxK7WK6|j9YX8Y8*15VvoOuy=A$V!Ky%)k?s$^Gyx zNXPEdX<8*N{vG18HtG}gggU6m5&Sria5cEJhQXw`2H&p|`Fq6Sh9gF)qcL6- z+dCHxq)R-El|P#*jFpt4jPnOZBn+ayJmiyn1?wRrHCw{I1Oa;4(~=U|vHGF%%_$mugRAKAq6~H?<3Vybx7!o0Z*ddcPf!ur^ zQw=3EqIsy|)fK#XPg`SfTXA>U{CFKl-h!=XBV3j@^JXP!4l%kf#4Y{)gCI94tJk^>+vQL=l2x;V>bn^!`**&TYiV zlPL5GGq36Y)?cDh17fgJ#xWHk^Be{EDn4%=p0>}KUS?ZH1@B(eJ zz}!Dc579w?+i7 zMwYcOzKO>=SY)V&0VFy7FO}F)psgs48zUpRje2t94}y8*69}uqv^EDMQQ>YMnapw& zp7JEgM6fwAfzygSJlye-AhnY{G&!6%WegaL3|$aL_3m$jF`?(wSd(sw*stgNg3KwvZtAf-Yd1f1#mjb_Kz4w5W za{o~Sd>H6P;;_5);Y{FsCiCt?nK$0XkLIFY)`r73j+Zo#{u@mS_hsA5cd+!GJcC7- zIZmLcX3Kbg`Y5Vky90}RKT0Rqz3=Y|;P=L$*Er0GR^6~+L*YYnRq|&=&eH+jxVEO| zWx%8J3ZxFT#=ufYYWeaVh!Rqc6HA@z@mZinkz^vAuC?Pkct?-G74kSF4XsRb`*kuZyNm4a$$^=e>!o`n?bnE#lqYM;T^K8 z-Xu_a66(7Rk)m~c#H~?hUl!f^w$u);&k4w-OhcbBBhOPFa;` z@2Q-*Q)8@H+Y!{WOXG~$&{V8qYR(Sl5ZD;9DH&57 zUmB$m>8Byx?{4WVJ>F|v?bwG{pdmfhe&!^sCRQ*ZUyd=tnEL#9$}NI^{Bf2tk`7Ra zxc*cKEo~vE63bRaxZNV$;)RnwznWe~(!5CbKAJQCB`SEJbHakyAy z>4exKUC%ml*Afmn7aTcZ{U4D6#sK}u1Qr)+(dviTpuye_?~jF@1TCT-j~Ni;FLk>0VUGirCBbQRqG@U(0OOJVVX_LOLXMkS<1i=Fo12)#h>c(J>$w`F7Lyabo*HbjETZPk3#++51cxIX z#IESRwPO;F8`AiS@Z;brunCnW$2{!GXb7s{?nO?5Nbq(gKS~b#`hFsBuImBQsgT%K%O2nVLpX!h=-36GC8FUN*TN0h}BR z@EqTT^L#(<8g<*qCXW`_V0zv}@vpAj#IkA;xrYtHA*UVBjwJUGd=XVDlTh`LG@GRN zcxmS|o<2uT;6o6{(siiIz&i-rH^976paBiCC|*ybtPqG^f+RT-sSN;H2!kHw;u6_a z?A;>7zJw{RStmx2+VC+S;{x~tO~Uj(F*P7fG)>?gR)#z}a!cbJftm4Fooy+BX{vhH zDLBqP*4d|g+z7L()qvel#({Z5B5;sgk4Xn@wtItNQ57m)v|C+WI=SbggDod-qT9wt zf@Z0zVN_L_{f%NXOyI1*)UtpD!on7mDdEJBL)TaDs0#9e4X`;sff;SWND((8?pxyi z7p$Kbd7>%U5ObWxiX_E}BP&$S&cYBkB5J+gu3y$zy^O1OmyDgL2 zjnmz7xAf2iFDbLt2oT4&`=c61mr$6pwB&9?jib9aVl0O`rT|%oi5H#0^3}M5w#ujZ z7mp|?bgf~W`IQ)HXublLml%fG-SUx4Xqs`aYdO{ zEK?|ndqVDZh;#F~v<1}fZiR>(K@ky2s0}N+v_s1w^8$O8iQ{flmOyYedN1rKB=#kc zxHA~rcxFfNcm=@0+aFizgp-g*D_K+^;+=95!e-p{LG$;Xkuzc|9`z6`(f|K%ZKeMJ f1^jO>GP$gMQQl9&$7-DDnM_s9?-O?({_(#6{rQ4Y literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/janssen_bace/keranen_p2/dg_results.csv b/summaries/2026_jun_08_abfe/janssen_bace/keranen_p2/dg_results.csv new file mode 100644 index 0000000..0fe94a9 --- /dev/null +++ b/summaries/2026_jun_08_abfe/janssen_bace/keranen_p2/dg_results.csv @@ -0,0 +1,13 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +29,49.612687247213216,0.08311390023184502,16.537035593095844,0.07948585504435982,-7.489121,-40.564777,0.11500400672968776,-9.99 +30,43.97275572120828,0.08327874722449619,15.465614983820394,0.07920664515292253,-7.45936,-35.9665,0.11493059808276697,-10.36 +31,45.83214627433902,0.085547021719357,14.096624603928186,0.07892211109721976,-7.477599,-39.21312,0.1163915484263958,-10.36 +32,47.70504637191729,0.08340116064001404,13.38849784717113,0.07871168552476084,-7.94728,-42.26383,0.11467904357052457,-10.36 +33,44.04809755348727,0.08751970835871326,13.934882624690456,0.0794987191111542,-7.441512,-37.554726,0.1182359746080203,-10.24 +34,51.161002996789826,0.08507360708719927,13.393937913861665,0.07850805440498332,-7.2562094,-45.023273,0.11576283181264609,-10.15 +35,40.03975619108547,0.08505531385958733,11.683897107603878,0.07902995925015188,-7.4431252,-35.79898,0.11610400886633318,-9.81 +36 out,45.92457087519259,0.08193872801036843,16.132035667591634,0.07510697847920417,-7.5353994,-37.327934,0.11115310775787052,-10.36 +37 out,41.659311805807754,0.08358005833494243,15.820804100586308,0.07642930229097465,-7.6554556,-33.493965,0.11325663071077809,-10.56 +39 out,46.710401459883485,0.08305997194615325,19.357865281012657,0.07649041765824707,-7.4397945,-34.792328,0.11291475958982881,-9.68 +38 out,45.26707346693803,0.08616896456749573,15.702039192734171,0.07579522347030755,-7.5494843,-37.114517,0.11476064811401249,-10.49 +28 out,43.97545116203282,0.08138686834807127,14.445254246909668,0.07623047205841713,-7.496969,-37.027164,0.1115119151021782,-10.49 diff --git a/summaries/2026_jun_08_abfe/mcs_docking_set/hne/README.md b/summaries/2026_jun_08_abfe/mcs_docking_set/hne/README.md new file mode 100644 index 0000000..a9d1065 --- /dev/null +++ b/summaries/2026_jun_08_abfe/mcs_docking_set/hne/README.md @@ -0,0 +1,33 @@ +# Hne + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 17.39 +- RMSE: 17.70 +- R²: 0.28 +- Kendall 𝜏: 0.33 +- Spearman ρ: 0.47 + +## System Details +- Ligands: 17 +- Host Atoms: 3804 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 7.09 Hours +- Average Time Per Molecule: 0.42 Hours +- Total Nanoseconds Simulated: 3185.20 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/mcs_docking_set/hne/dg_plot.png b/summaries/2026_jun_08_abfe/mcs_docking_set/hne/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..bc303ca4f1d3cb573044014322b0b6f07358fb37 GIT binary patch literal 57901 zcmcG$c{JAF`#$<0B}K-HWK4sZNM@N58jKkeQj$!e%v9zgijX0qD3LOUga#6k(rhS0 zl1!QDT$}gzcZRjjIe(mWto2>rPu`E`c|CjI`@XO1y03dj96GRF^jZVRlb={6$kUTBk6dN$!2@1Fyp7uf@^!QC6kJQN{U(Dkd;E6pZ676`81BdZ%70q=7Z&}JwF|L0ihjad=lOFwKiy!)45nMGN7 za`}b)v=Z8^%dgxKv?qD_h1yjA-`_Hq+1lEgZUr^niu2U3oc z+6NA3IXG;ut*!0q?+??zrL}MK^&2;$at-g;_BO`%oDK~Q)!x7V*}Hp(-Tn?5JAJF< z*mfW#C?rJF?Fb7NOh3XdMw(flWAazQlb(-{PV9E=q8Jz&j&|3r(%8HA*6GhBO!Og% zir!M+o&<_}ro_aoGs(A%xNCgR_V3_3Z9TpEuys5mqu=*l3=OS){(R-spU%Bc0v4{^ zxM4wkSPQ#kzouWkYS<;$*4F0QT}x|fW)@K@(?^5KgZRG9&CPV{*6qEzbw3jaM}&G9 zV}?s-b)+>f`64@>aU&RH@L2c!o_wqH#wRH%DG90-X~zp0zsa{!pw!&ADBUtSGdCx& zZQH7^6`oh=TGMw*NwI|Wvu-=E{hU1ss_ad^h_m)}fX9j#~?5qtrFspBAT|S?XupZx? zhKDEJ@73|+$0N6G7QmkhiIe!$R$G|;D|w=si&7IOsN2=s8}hl-C2H!#i4y`sLiFQ( zuhlQCWME=vH&zoBB!9$_QhXykJgX^b=c-Cn`qpF{~ zyqBFOr#mL7=nf$W(ZP_X_6>QVh(V&<`|0E%HOkdDHS`a ze^o0A&reuc?d)usbB2jIUT`RuM4|!BAXDZe_lwixJr;_3O-5x$_%p{YE~VX^i@Cbt zM_6LRAAFFWzF2)caVvl0s-+~ZzuMpqlW20Pf{bpsz&ZmqXFR9()1~J$Qfrsgph-X8 zpLW#cuB$?Lc;lL-#Gc7=vzc$Ue=PzV0Zhr!FwvN1n)-!6H5UDu=V$leHT>*` zcbNRKqxs4Q#XS<6o0{rh#PDR`r@fdgGS??k-?G#O*JoOm2Vw<$qI zd6s0AZI|nC7R8gkl|NG=Rd@v!QD3raX&w0Ga+lVr=i9HfxxbS+sh9p@dH=So@?71j zE5I`P>SssU^u(=N&%g-2hxmUq8c(-y9gr1W--Jf#8m^7AXVi)us_ z`VXyF*swy;b0y1U_>^Lsm{s&NuDtM$=pfk=09& z!`!}2gGSX_SUqtdV0P#JR5g!hk?crz4H;iGjD}Cfd(dF{!gZ1nPm~;E{Y~Rm_qtR) z=&Mhi&fLXU;ojRwwq^WcTCGncxKc|lf4-I@16IisuekS4e#A& z_Tj9!S@*8+r9b6a{?o(%ojvZhFQ(mI6!JjNmMTqnBZDVn>tInmJ9)3grA5xM#4=tc zo8`8&tVVs38n2$?0A_J5zuVi5nf4@f{@bp2Gh_;?uEy~g^1k+TON$o2kA%}r|IPku zPak2Xkass*O2s6#$dG8FxnZpFI@0_>LGBB3xEq%aw|-J4mf-OAi=mg~KX-;0f()=hHaROIJ8x$8ZYF+UL~5P9li; z{~9@md8znKGaWf{gq~-rGw@%A)nl)7<9!UtGN(eLH!JjfDn6Ac>%x5?UHS6cI|tSG z?!7~2u7`K?)+fjQ(Z}*X)y=9d!s?F(p~EGyex-rP}i(lF_> zovrPmCjtI~=GwrNlL)%o2XHh2C9hR5^79k$h>Cqdaq5giDK&62#c$R_ZGG$I#gRQS zzq9~NVz+qGwNgeT6*d$YEXr=9CqXx3;OLvBq^Rin=bKVU^y;;1FIH9gGZ$;SogMxX zTdq`)=7_Z&)3Z{OrWm!i)>k$gkNisN$T^<#jL9nKaKVw@&yUnKvKRrE^|37FjR~K4 z7p6z;zB~!E&ak7OONk!fDXnb2nw(7E^|sBNq;z={TunU>nbF6m*auFYl+f5vQ&U6u zO5-(yOU*2?Xaww^3A@le8_3NK~6v2Z??cc2C0W|QZ?aZNPs$&Q5 zM9L@Am(pyvCMi$^C7a&i<3m9TuauMlS-bV3=4=*#Z{dwnB-`?{NGko1IpX(HY&wW~ zsRRV9ZKEIf_-GrYYoxpG<;#~>K1>b16HZY$%Xs_tZHLZk|K-iqTMAlld6u{CBd?M= z&ZXY1nUZ~5@~^DY0mNjzuG#Lu^*9oB(Vl!uQVNe0ZH zJ7#Zh)0VaG&HMLaA49Q)@$RG`4&HFA)3{z&9;I{iDDUlq>CsrL4JVaWuU<`1t#abp1g`_U+p@ zsnVEDvWyf7+xqZKhpo)Hh3-m4bNCKrelt>H*439l1gI%#DuH6(yuLqY$hE`Q3Ew2^ zT=V(!rUL6H&vE>L6N2T=^mSpqkji!pzv2Z}--)~{{ELrsT6(O&cWU@Um9MPxw@R}t zPYzDb+IR2RK{$2N1q1|W_Uze{V_L|ssHkZ4L7rcTq0uwO!^tVn;KjRqt4%j#T})2f zk)V+ab@<$tO%117_RC00KE1ZX(CF>U ze;b&XD7=4cIyH<+ma}|>K^T)L8~x~ukkYlSj$Ngl0d@G&OAi1h;+-&uMP}NtVOxis zsECLWXO?x9PYC$i%{>=ZTHX)INfGL3Ay81i0q?^=p$?`*drsUO{b#&W<2skHu<+VV zyVha_=~l09cw`BJcTp|F(z;Q(`TBKmT|Nbc8&@we$J;FzH-1#rD36D4UbK6~zsXPF zR`*yv{`W7k>8^m8-s^GBk$O~ARKWWqV`D-;Z!_ty{;w2ykwBF<8@Oe+StahR4mZ{}9=$r?NJZ{qDiQt~KWI4a;Sv8IiU zot@T$i8uuUe0)?0bO{NGL*7X46U*<)eF!n2v$J>S zzaUUzIXT5ROBh}WEVap%ca}ym z?-Ie9+V({3(9j6E?aXJMb^bPm=7!0!@U0>B&!4ODGO;zxzJq}Aps2`b#yjdpL4i23 zm93qfE?B4Fc@%;0aC*(<9REtZ^4Zr84*Cw^HR>Lt`wkp zOPW%l$4>(gj3rG9=(VP^^U0gPk>`&>L&#|PE2mF4H92YW)0_R>?fsjOo$KrCe^@vV zw&x;bKU8?0k}S@f2J_Cde!`7H{pRi43lR~kE6)Cj1{`=P;&SrjYT%^tQ@=kIv)G?; zcb9Parie^d3l8r;JMk3qM^^I;q@VWt78_LNM=lt25Fu!Orayh4J@@LgQkHqK<3Q`J zRVd7{si~r3!m|t05APdE?=B)`>Dp~EK67b>sos8`?(a^aTa7)~oG;Mf+j>t8Zw7)2 z8yIkqKK+Re=WP`R|hkGQ+}quQRHfB>gC^`OHtwIpneFC?P4z-{r6 zzCPZ7v{nnT`6;u zzYV9q7@b=VGB(dOt&}Tiq8cN0M%fpnu>i9q!EN4rnLH-cEQ2}h^csL0TbJv|Jb8I} zkw3n84z}-z8xQ!2mp+eCSqz7=73tgggpG^q(#4A_E^*4x&(6+1Ys>F(|Jf#(XZ3i! ziHS*>$4{0^moHOMo-ED^o0m96NZLK;#RHq0$GN?%uh+=uTR@@F=*YKn8+gM<3A%8B z2C`)6y~72WNR5=BRqMEqetc+82b>fe8>{yFppK3j@)vS(810(%UH$2S33LOL2QHn; zL!XLuGsfcvT^(crICto6R+k<*=`{@U2*7eQTx@kFUrA@c8~`Fjm-A_9+!RvYu&*m9 zm$>8%6o0%&-L?$CLJfQ_6&Dc^xq0i>1!#`7Z{M<>{qrq;cfq4akIKT{JbR|;C)VmZ zRGAiAeQuQB=kH($r;MZO-o2|JckaC|X65?hB{L;G^gV>A4HPCOCSFPD>G2ACC4tn$ z#PIaMMGoNp^ZEH=cTMioZ`iN__`1PuTXs@XQU>51Dfi9kD&mjyR8=WK2dg@Q=BLEP zXOv`r|NbpHuEZ}Y%0M(Th>?UkG{y_t)dW$U8|ey8IV|+KyDp51f+Mm%j1a$j>#Jw_ zHsSnrA$jYh|NHs&&V#~2=0KNIr`Awd>K<>?OAI=YDsS`V<{tX=z|o#(;Zad_XFL7F z5H>oXjsqP9JUB-24obPp8h|z*vS4|=@lS(X13^knUD&$ThxV`hUQPb~yy4Hcs=B8a zR<+(a$W!F_j-Ikb?I#HloW`fGUo#lrH6lmXwX23IMc$JhyRBXq%0Q*cl~`9-Cy5Xp zmDA|I){7J9>h69Xq-1vTca-D1yWPF7u9FCg=8`*qq{=75_?`)og-!BIgQ00>LWgz# z8rI*Ee#`Df^tt(INup8*EX;N<%uSVf{pNh1Z*|XziAI_B2Yw+SA;Gj+!Ry+Gso}2* zT*`hMkaQiFO;J; zHhjegC&n3}2IDITPC_uVdwYBTxtTG+rlzK@A3rVvQ|YGOA}PXq{Py%*PR@3UDo#BW z<+0aqwR7io6GD~!NqqK--R#8AnS}4YdJRi5Du4MBrM;g5)M59zE>*HRbjq^sUmWv+X^2#C1|v3+#|nh*ZS`6?vcsK zgn@U>WLIM2<3rxOIaK7(s%C3#Ys-%p`88hKK@cW3MsO;x^ZWD5b*P?&j_-u@5+(N7 zc8>SA^vZ{cDEUmNLcxCEJLQ~bUQAz6QPJZM5C_B_bp87E>9eNa=I#h7D=U||_tL*F zu#Um04lg~JBt?raTL+NE#Ko1@UXGN$mV&6d`f1ysWZ?8jMte0v+-72+wdW5lHC1J0 zXjIf1HFb64w&P|kEKzDVq=3qUkqBzuzh4h#UDdt_QZ3}~eERh1wH#6_{&YTh zfzTG5j0jEh_4bY^Wq+~23ib3U5>;1M7cVnp1;o<8+dJzHq$v``S=ci`|KKUT1pDy#tT^=YuHj)u1qB5Ws|vQ@;NX#oiTVqx)*WM%yVDl3gm}gv zYjIN20$)DAfB2upwq(AFAqg3oXAf-ZB%D4-Aa{TF@%0rD5m}2=TgMYPuiqs{`WxVO zl|Fyzot>QrzCM;+%fLWL5eTQYV$0o2IBwtDa}5(gT}%p&T#gq$tfs5G2H(rH++7f< zEW6!Xvno^b-Q0(}#= zetfAraiZ zVTn=o?j!PpX|h9I$H%qRHZE^6lNr@LIF8%c1Ou96AQO8x?_S8p|K`K4B3;#8;Zxr- zX;tlKCb;Jfh+lqwK3as&frTEN{=94GLm>^|1Z#_G{&xKsFa6Nl%mP|nFL(m$v1pR^ zjciU|E7$=YHcA`~D!U{!oSqXVtDs=vXzlL)uzo7D_a>=hP9GlZ={^+~hF;V0ro>>5 zoyWDEIv?7vp=dW%r1G@-^w5UPA{H$ld+k?zHG};=l&!-)8ny+g%b`7oIrG-7aiy5- zY(ew{M}IW10v$J|^rq@?r!O@ZlG=A@M429LecB^t%#rzushZF_o5-gn}30oy?DQ zq+Y*ylh?t);imPI0QdL}e-ry6P!ty z^P5&;7hj?taYVF)ZhOh;r^*A-{YCgn;lQU+*BNHxwyUCN&5@b{lT;)i{!hiF#?AxrlF#&1;eDbkQw{PX1BvB}+l z7@NS@g0YE1zkiSCothl_C;?7ibnfL z;4~o_81=2%iN0^#tenB!CpW2KjV)wv6 zIF2tLjt`1!neUXCV@LjFNFm{`N>6`Yk7oGvc#BHxwQCo3;)R~p)=~o&y}&_z;M%P= z@vCDUx|`=whMH3q!uG~+KW%6rZ^PoLASXvPE&cH$^59Vihj7xN|N7PHxWxuh^NWa+ zOv5_|at;@8gRH5ksk#1oFM7_`H|jz;ppkj0^W_H*BnaF_)d^AMtpQCNuUvQPecn^B zf~eK3TaNvEr<<%&}Jm zKHM!YU)$Ww2smDkCwNooedbG<8x8gu%!;)+O-Wck0APbiM!+{Ah|i)^9gHhit|YK= zX1w19x`yOhbGDM=q90KbX=!OMo0>GD){8=}2?L1g0hxxtr<5RWEv7#SRc9K)O!v^x zS~w6KPMspe1`7lJu8NeQS}iBz-5H$a*5*))(5n;ANs4`FggK z{eu^D_7$sE-2$+f1`902R+p8RKW%DS8xavf$H4Fmso>3%z`*ih+Fb6XR+hG2s@en^ zm*GB1!LNee(GiL}!eU%`pe)Q5uQRAliC8=$eKiEN%iZ zlem{aM|;#j3qmQ;numsl9-L_5Ua?}uO_TfPW#>jSn@;FK*NTR)PMjBTPP|BwJM#cM zLh-Y_^OxO#Kr|41pW?hc0NxoG7&r=b#h_(+<%$(G&z{ku$^E?G$)eDxO^^tZcRi>D zNtBA-V=Dp|XSR9${zMCH?-Gy75lb;SISyo3Lm|cT$B(1x79p%=AI~$HSZv^DqH~=d zv02Ntn`wjik$RwO{R}nQq+foIHmVZJ+fd>GJYH@MVwAhgyM*Hv4g8GK3h0M&7K2bNKvjbgA0Ov11K$j zN~%TG%ek{Uj*fSy1MXyHLFm5u^0UeN)ZK2>Sl_yA-RnSXhuU86@FHXlHM9`19Oq0Q zuOC_IQn;7MAsaKtYnb*AqE}6guhuK2q2e<^S8$}N7S)}oCX}U~RHG6^$Bmi$zBb*E zJ?KcCKbDEA`118@P52>5NB_T9$t=ApB7FOD@3WUpy~v3)rHq(Jp3ZdFhVoY^l=z9oQtsvdvVQFT@dHqJ?9Y?_@f$?G)h1T3*BH5_w{ms-3xpb zinEFrk@0)YoS`81xMQ;oUI0b)d*`8RmG+`{s`u9~i=%UI+u9yDeUu_mwVZ!~%FDge zdQ($V$M54T?rgDBDFtmfckbLxe71zNG*MEVPM?OH5y&ely1!2n1WOYeZsXuU2XWYA zuzfW+j{Cc9>wtNur>Bp;yu!!w8GQ)}==)_A6_K51QSoE@y(_D##w%5Do)aD`p)f-e z&;YGEdi?lG$lb8(u&mi2rlF$~sqwMYrPH>jKH@=X>E3sDjWa;xanJ~n?XoBG(rLBb}gV3yB@9)oWL*Wgs z_Mgi{JpjrHK_ObXj+=<*I@fMU+O72S^8-c9ICP_te#v4Z^!>jE>APtUz0($}Q$_x= z=l?siw$(lgCr%&d#)&~wSmYn{)5{2~Gi4*sVzTMt`1CMLiS3O@_uC1na ze)kVqrw>fPGBXK~*Al$HL8yXo0B*fM?YJG{I6OL93u{Wyv)}wQGcaS_L6wDzC@+u> z)q0969a{NGRR%774zPxLewjF#h-wcI1tzogaMg^Pmsi3}cO5Y8gL9*{ko_`{XaM9A ze))mDha#cYm*BiKd`$!LUQcuzR5yuZFPR)pp6o_8NR&CXo{?KI93)a*_m?4?j<$Bt zlP4-@U$jCD+_-6zfS4E~6rFmo+`=>c2i9(sP#vy#k~Q$_2aY3phEVOr-`uy5of!VQ z37_`i(TR0F69d6`XtJHO?;rcmd9CG9=E6b%EK>CJ^guK(LG~bT{A7MCs$CM0`gwf> ztNx?o`$@S#TM6x!y{4ucdwO~fJ@z{7X4bljKhwXLfgoLd4s`Tp$Nsf6FZ5@ZO1yik zI_^00Pcmsk=)l7lpdBY#(lpWWL0Q;d_y_0z+-MK2&*V_Vt-UdKi@uSicsHK1Vdu`B z7cX86ue*+bXnUKz*D4&v`qdX@IJ3ZyyJtZpr0PDP>UD#9p>&cjK^d9&X*dtz zO=9QHIw;y??MmvUR_F_g>L=;>^gD(t#XD z`S9*dNPN-(<-NU^`6`_5T9!+Z-Gz)u3=+21P`sdt2{9@S)8}Vj%XMg{!Lsn4W~sgo9i7N@b-^NIyoEzEg~-oF)|uv?sAtkQ;Zf z8$=lZm{4w>>2GFv@)^(^Rb>^W(tBL1(n?oX_xK#N&7-GJU;gmH6tZ;o=UW56G};67 zEi_Sb)}VD$=|5LeGl}fm1wj{0aHcSauD7R7^fe{DY;Jzu_xgrlH1sk?u))HUZ@1<$ zG2Ao_49%umj;^eHzE2sq#csQKImbPH^=b|3bRAw@|2gjJRkx9@J$?&+JM1T8rg0Pr zzy!9rn3i@VquH~kel;b%_8yKtHRYvWv~m0QP2Ai^a(tp{5$uJ4mU*Uy)Q~ypH-FC2 z7jSTN?7{H^;9_&xKp#TK$QTOI7RL@gPkec9#dDNXr+(R{>gi6LtGnK!t`ac6v9+}o zxXv*6xBf)`BK(E$Qf6X@0l;cnZ|yBax_};`g0v#m)O*d$eta`bKsj7?r0H&6^%u+s zhf+&bHE7zb8%@h@h)8Hi)#8^%NBXf+<6NJhSl*v_W2*^N6#mPw9b9j;>nY8aZQBS) z2S(!m^7SiGtKE{Il+XkTY&%V-0Z{-My}nYT@2kYcc|irBu=E$ z=Mo0snZ2;Dnin|)gN7W%u8@ITL~|C z^M+{^BUcT|N&PK0DJdyZA1HAuXIl?V5k&xPP@-%huZ)1J*)}Cg5{;2`k@3$X@2*=o zx)D`gpW`V}>O6jS!v+dZ6X}4&@Tfcod%$mukNsufl%_)muJ5|yBd-nb@o-nr!ZG_6DXbtD@0u$eAU!}n$5m(%N;^vyRs>q%P(ybKw&7Ud>8^qx2j696{q_sxsZrwGCa*Ff$A$7bd!7=|s0 zmICqJAlUw3%I;tQ{-ao91~p;K{r#&D!Fo`G zThdhyzsqJD2;&J*h4cu*egWs94$*{O(o-}K-aI;SFwdg&Kz{c$X%?p``M$~2T!U85 z8Z7zw;$j)Xn^RJ_$O7>fVM%V`D6{mRY|C0b*ijIJ9MFw?ez&sSVE@85eXI?76vXC* z{;ANfQ`ASpxAu}!Yhz<$`q)bp(xu?>E)slCp#BC;r<*=1#A zFJ+7lbEAlbR97qGm*KzkdK`G`lYh6W66eechgCmfPSHY z_ccL$$=CSJ|4pM=LOa=>oS1kM;a?W`FCeXD1`wRR=8nv*cM%S8lJ;Squf`S^e6zB% z8&H#eyq-{(bO`S}C{)HD4|OxD}l+JfnCTU5QUlpb|N2_JiRxk#e9`5K=l3Xqm_ZrA)9}LzU8y81yJ5|G z5en}|3;+J+%@OtwHPDI)L9Rn5+Mf8J%?e7`;G*?7d1iBwM%u>3k8XEL9yf5_-nh5qgkPiwkGtg3>erVbwyZr zpCZ|E2W-|v#S@k7yk*TQkT~EdWI1&mq%#YJ+WmSeU031E4(__856ap}w{p*AZ?Kl2fmZBVD z3!3RM@P>+E(=N7_PyXni;!N58Y|D1|QdU?$Q&m~X#LXQIyK>YCGaf)rXe=SfiFJ*Q z^bpuV#hw9Fk<&}EJAf^7x*ggha2t>~paA6&fP{2KfYG7t7t_;u^kAMJj=g<*{*P~D z5?vC#0tlF|?z z9gVVDWUj1lo9^tt5eog!4y6T7MMX5(LIVFSY(S7{AX5_OM0r7};*vK-$e#Foj`vrO zN^O4PnQxFI@tSFWqm;CCJ>sa)Z^oSzM~hNtO)sxq;F}@Pylmly@n&4r>@sst*?;yW zd)Cy@M}cCKKmFZCCRfCoKDA;4;TU*IAQ5O0zQVw-Uu2O;mk&KAbc}`F^a#mCNE1<> zMBVCWcdwr966W( zL1J2kAtLd{4ZE(I;6xA`2)u&L=_x6fz=58E2oKNQeEF;X+c)m(;?~bmNtqE3sJm)- zQWUS+>Cx}KK33G}2{rOicfZItc6|0Fppf)c71w z5aPx_qaqWl;BM{W&C3+2?9N}zmu$*gAnOHR&J*JOo;c|gu3xfs*-3EvKNryaBfWk5 z8cO@)+jX(Kt!U5YnLWB)^AOTYjzwv{k&AS-l>;UP!Ld5*mO@8pN^KleJRY&dQxw|CWEyiQdhi3}zWq0EF_xL@gj z$r9$6PTSg2Bbk7e#5wCkEP3EF4OCOrrBC#46;eQ#?E0UIFV<3$lEE=CG1I=SQabh@ z5zX+_RK_`LMG(!R?d{t&Vy0S4F1TFczk{VnCoLjkUpYtH{o z+OpJQka_k$|CV0I)c=Sav4Ajxl zjQCz*$e&#ZS*aM-`1?nyI5(*SUB_o~ltACsq2uIg+_l%xS}X0ra5qkn6p=h>R_UzKj(S0bEgkyefJ zEjgf;JSZu74gnhDV9EV%W8db`&#r^#{J?<&?xp*_y1ge;Br+K&H`@-=?PvHYzuEEU zjxUS=7C+v?0CvvDhnhlE-<>C#Yg$^?;dE&M&f)2^qg%njkc-_gG3W8;o0VfASUmb& z1h^NwfF%=94R%3y_Uzeqm_2vw*inW)G617EaR}~DmX6*1911yV`PHUL3v=^E&s11l z_gGqT-922u2x$c^SD}`N-XY_V9Yl^)ZiK1y!J|jQ4-NofC-p}{_X3Xj^5sj`B+AEH zm=qkoR>*8Un05(UDPmpC1?gLZc+&#^K`pTlD04$=2u_1dSPBQgNYJ4*iX9M!N61E? z>{t0tg(4}ku(G-V7Lmp|Chcg`h|vSRdR1UY8)xTeoX=hhWvEX0Arpx;!8H2!OhnU~(K#J+n)EWIBo^c5YD*+2Nw6rn-Ac#)@)glyl2dYsQxUW=TU^Ue8-30zX zat4p4rlcr(vk;FLBaiYWlqTJ(Kw=(xzsCV z@8!6DwZ`O%H<|`|{HDEqeVM>KpmcPkDNTCigNf)h_2BG)re33OLsc%r0{Yd;T<&Yytvnq{9 z82S0m!Jg=#{~sixZRC7pq!n>;8@8*rya%+8ZffMPmQ(D zczVXub49X*WL8o?R0PvzVq?1)$u3-5SEp{6_?y9#n`fN{v!A|={ETI#KoK@qXN)apzL4&kdMwHHs?E9 zMg}~V*REj`YtZ*YQX?U~IQ@McIsZTqq7UW8ttu`K4LPBmp!1uR;p+ANkDkW+w6!TC zKg-9(f#%`5p+S*0n4Qn;d?J3qZQmDPPs2$SA=umv3bIa4Z}(h89-^qCU-0a+&fvFu%l#pio5Os`kIopnRY3jRofWxt(;OH~ zE9|?Yk1D-KA@q^C35=Z(8!qIO9N4Of5fTfa9WN^-Rf{eOvC`nn8_lov1Ue#R&IT@E zht|xHb~ij~qQY6{wBOsKc{juCgyF#mzGsnm3-$xh8dfrJ-bCeOnbS~u%`V)SCa|Yy z0m7F~M}ZI!Bb?uRjvdzg0K1%8ybytMNNT? z79@ZXw2BUGn`e*)={=vce}#xkeoZE%mo;5hQe9BRG9lJaW83Vb#kLdGAA{)`I5Aj} zeTvjIzW?@>`)kRAgj$q1J%z;I-PJ|eyg5~|gJa%u&#xJH8~c3~0ry;%T_vY zb`4}LVvEL8aid`zcS`L(+^;q8{2&a7{R*C?XRPtPdm&q)ZjzBSM13e}$aU9-5RVre zrgyv^F-C>j-Lo|OV`6&1c8apqL&)qPx0`G~=yg9s3k!t;ZC}CL8Sfn&!>U;iN%QkS| zR~%<&-z*+wzwI42@_8l4T#|fr#i%t zdL%l(BYTm6Zc3I}0|%8FbV2s~$7&(;B<@I~1&)axlpWwKlSu<3Az|S)#2G}KtW$pq zCcOVsmpq2Qm>oX|frk%-Bou^J0F95k+jef+kY~C_GHM#i9OuYKmV!gwAgsk$HkslIUk zz9@|ZoB$jcJ);~o-9vN6>h8_z++FI@xy2}UcIbh@C{5)x{3Xf73=p47C4dWZl(?(= zLu6cAq);?au9b@;X@ci#z&%O-F2FeM#P0#P{BbYE_lB$6q{zhuc6cdLYg6fAUmy<( z1^DR4kNH39r9hGVa&l&0UhQC6zkX$~>Y*IZ`|*E&mv&N57xn$^S7`xrBcBSpU7YFj zUnu#cztVo}=+>=ULE>tVr(b1^K;4x0=)O=pr$b7W~ zUdeFc+jY&gZ8}hmpOMuED?YQ|p+$eTp?Z}#}>yjghCra&$4Syhndrrdy#j=N!LKp^Erwv3=lA912-GhUXz`I1#b$>Sl zYxTZ&z8DR0yHZkAbd9bJe@D#y$D31#TnJG*0}bd8g?6jpsu1y91kNEswtMN`){X`& zsB2#n2a%9JefoqshNs}+?6XPr&z@0HNJfJ$sr&n^yL+6^@0^}**N;D*PL<=? zgvNE>iv+g9O?_sE8ggznkhcT{q`ke8fGQJ{-OPz>#br2du29M7__e9NmCie+z0$j0! z!H;;*0mAfi|zQcjATa za6_McvLIxU%>QGpT0hEhlD*;eYxaWf=MB;rE8Xy)2`eYh_KHa?3ANj|GchKDkyP7# zvSIk!)&KLi36k2vM*)VVPV{2R;{~cag@Wz$cax0*=L;v^EYpBdQKEzCO9~aYXx}^k z|2Wlasf-z4Fl1suCcy^tEAoiyeC1@<(+iT`V?UN=dWD!t)2gPyfaiL;zee;G3|EKe z?7sGk*B^m_2;b-Ai$KAAE+gf^g9leW$fDm2pU`)(17K23T+bwAeD@;6EjuttoOzLw z5?0KjVu+f7a{AQI?taF2X6_rIJfDnh!*9FWVDyA20%?lg=fNyVBb{9Qgtsti+b@vm ze$#T*Pq-mM8qw$63>{cJ`8m!RXhDpQOGh;lwyk7(j| zg(_DI!5e6d^kL~07r|37p`NYg2~FoIjFs?}!ZW-FIhnx5@@W6bAr4ql8G$Z{85VjW znb(nYY~QXJFmKu?2?q*kWy8NlPByXl!Xis7GbSbpYNxN;*M~EcA-!9-ZZ$20lpnEg z9*37g4|hJmWlJtSz(G7z>TCrCja;xm-(ith!nOsyD`As7RkS$a{iTC>4V}cJpcyQ^ ze*XS~NA5hVCVfXS7iVWiU<+8{*k;Z5RiOc%;i%lUHJ*4|C|!7o;1?F0|8`-GKxKug z#P?eV-f54HtdY>TI`%&bb%oBpeE{Zr((Ka#+ToF@`Sghs8qEp{+(0(S44C-mfGP7l zidLWZJUnT{QG?=F_x`;}{;%CW6WcLAz<@_2lQ5JA@Ly%!xkL18=#VqqDsbo#P44~s z_rxTOqe(O~2#qU&Xm+0+<^nz5DkjcG-&%a?Fw`!B=3L#}_MoRhSV3aqM&i)|n~A^o z+j?wj>IEE9%$%IbCt^<66dX<(2kNTBdP5XLPf!_e535HQ^fe5&Z$^2j52B*ER&m_; zh#>$Yk+9JC0v2Tkrqo1Rj$7F;9DRr$s3tuR5nob!mGSU)m~@lawd*-V%M3I`jI}Vs z+R%{uB|2q01JW~6ggS9z4ys!b9sPEk0o$Hg#59rZ$mBnGU_>cqlvV;4)q`m=v9ewO zZ{4@~F$`^_;}1v~27F`LaV04!0(<@)P6dn&XrKv0phJ||C*r=0#YT9zo9&`4N zdrjWBwt$L)Vam5snpi6U2;yVZ)4NpLaj)?dbr9(qkycotUD))6l$L_-SCg+;peRBA zwIeQ#CjnJWQfu1=$r$sJXR(oHDHUcpW@eOGGrr!1D+N#Q^+>EVUrmLn_ZpkL(C?#JB|PAS|B` z4=q4$`>yGS=21?bKFvU3scNse!~GLHz6Qg^U?+zvn&)!{eT+TRko^eS!{g{w72JI& z3cOF$I?}3#fwT?^IDGB3IDoM!DI$k0j#T?a;QVCT)P;I0rysCCSbl`uV5Gf%sqWr!B z(?5?>jEt=r{r+Bws5J}29b_-n zHgOY1Qbk)!pmb7CPnbT1!?wPl7&WIGERys@;5G}#6v<0PWlTOm9tpj7?^Lh=Uyf7v z(miO0(s9CuFEiL!kH2l(fol6c!sj?Vz!cnI1O7KZ_vZ=ebAZf7pox`Jc|boVJMY9% z&Cf`Zy~>@C7P^Orqmkq6&_*Y>W@I&jC)*&BO&=Vk(z>)U7(loVYALL&p|}-*q!%cG zf(6?H?^b-PO}hhagD^Gp%F$bqAhQR7ibi>9l z&+AJTccbB4audht{Z!;$Hvx0bof?Ko+vwXeKbFhL$h78}?ZjhHQ6Smg8I#v!z20E% zv#;p)tA^KOaWF@%Tel9vnJr4;^v^r##}X7^nxVW*v9c`M->y*Lc(>w+@wZX}H=))d zaAWWJ=@)0iH%mDd=DZ}8G%D`;KS?j*)^)i}q~D(DzMtGHS8|)Oki1b6&vX{$9~$;P zh7jj>ciEFMtATzpzq0a?Y)>zg5Q-~I4!QoAJ7lpRyNWqln4)1pW?gDwV*tL-45^Vd zXh<+$<8$QTSv}*9dw0hvHFyuo%O{ma`o)?>!;=uBa0pb_2H04JQ;$p^Zo!26LJ%%sg`L8rgp<%F8q0ejuK0 zplb1N@UmPc=LCr#bD=CRP%w2T0{SokOPqY5&gepg!&TjHaROF(3I)%n1>|zhS4(Rp zY4fN)Ed2zIk1lfMqK8dRk59Z@3o-fe@cIp7k3JNgWQC`s6;_Q=FU@>23tEItpa^>FK*tkd2un~vo>+HIVl^Zj2i^@HJ ztw*P}zOLd4yqe-7mSs#xBF}Nz%Dsm^o*o_#j=$yvURwnKMg|Hg6fms4$h$Dw3430G z84ROb^?Ybvdw(cCwE+f=SL4DeB49UsU31WW>Ds$^1>DF&#k+HFxS?dO&MMsFC3LykPkB}s8y12z zN?KaDwJ4r3{r9_j8<0{YV9T7In^Q*y17>)E97#N+U89(%p(r!FN+@n;=jF(P9_KbQ zW>31ya43=qBFsX)LHZ-VA(kj<=|x#nIOrdf@dvmg=+9>SD|kS_0-}!$sv!t^u+C7s zAZEy|WaJ9pVR#!oo+Fu+nH_m|PeG<>DX5@@rwW= z$D%5ZPC*P0xpm8~K_78*mR=R~QUiPXS)gM%J*j zOu2gxn+zlB(yfrgmCf}o-7Z(s?vtCgwi@uDk%$!p95bFJ_DTHjk*TScvzvA_ql6=0 z%on5M5a-OoPTa;lC;EnlEZg=QgzKE2fF?8wrLC^5jRmToItnzAA_(i89)A4i4IJM% z{p(-{N|dmn#!eXNi^9oH`3t|`N_Od+x&Iqs-yMi`+qeJKkcOgYC|hNeRMN2bs*H@1 zk){zPqX;1sDiW!LT-kdjBZ;Pwtd!lbvoaFN?>Onc@8@~n=Xrns-Q8T5?>NWtIgaCV zoC@L;riwH|YCv0vV3&?}K^4}8If8CT?`51f?%%(^+|2YN3piHL-M|9Rol(>B5_jkTmDnq^{}a{MTXy8iiSK8?KViE zKqCTLB2j{o1QnvK5qmZ3HqsRF1XC2;0{FTwcn6NRrvOdTVGl=NRS5tBNJkRI zK`;~+lP@5wu|D6GtJl)04~9Ymf|du3_K*vn!^A}bE3hRTMPd4xYZJ;wY!iRV#??D4 zSn#lIAT^LG3mY@krquBQ1nD9mVLlZvW6Z|S9(55aBs|w82((5gUNN?jwyrJ)qHFo1 zkdnc&0gcTYSMm@tI?Mh4Zgu!} z5DWuJIxuT`yp=jq?75Jju$MR3h4h!%Kp_hV3Yxch^P62z0U41-h7wDjXSI+);p4a- zSE>lr*pXAG7Qoc9YsLg7QJDd16t3lfp54=+S%*rNNw>vDxXPV9n`U5GPoghSU?JR% z0VR9ThY)ybeoqr|5tTG9Z-uLE^5<$egnh(A{ z(qTuob(Cc%9_`q?8N1o$%dkOXEk$?UTzJCZ0a*xfHzAihBG=}N_w()1jxNxHzB=9j z%KwD9xLV5j@h(F;x8Pt_qE5i9nCt!90tn9QXq6*u=gbHPjMR*?`}vucFiA(+e6C=Z zGCYB-#p6q*BY@h0WNd!_a{MXGwJaeo*-lU0kB=q z2#InCT3YSTAz6%A6F4XnYli^Ihz%abh^W&mFmmo6or$7U%Lj}nv3Kwh6hjUpu_Jfe z(TzZD*|LSuEtqY%iCu6?leSuHqw)#ApiL8QL?_vR6$HU$?8jiEZs0Mg2bDqR#@|gt zHVauWQDG{fM11#9c^OPevONW;#-71&NMeeJ6(1clX&D*CU@NcBB4qg;J3FSq(fLLQ zjDn)VIz%18p1Hh{ecih660hKSq-55emg?;2*r27f2Bt-#j^RPJJDKQZ6(q2ZPH8F` zbME1n)2+`&z7pUR4e;l})Wi+|qBJxJk!A%r!Lg zqj9{^m*h(6yJ&lsVP#rI^5txi7OK;Sl^DbE8Mu%^bcME|Js{vvKW5{>Cr&#^DvZq+ zC7U)Zt(>qbxBGJ zS#ZCub$60}eUcFb@@{z}9=khSIWruu{{cOqS3Zx|coZZ}3G$sBx@l5uNk0wc2JS|^ zZ-v#0;G4?mk0U8JD2^puCRor3gY@wtNVq!Mg>mr{t}O4d!Ga4|vTT{ZT$r+M{dzV@ z=l@w@e@^R%!j7RZkDk65OFPtY(m{sRm?+g4t`CpC@b$_Qwl7|@7K5r*lOzdZ5;YB8 zico~9lC|ZJ$r<%IPbGdvR)4g4p&VFWWqAtk8P?^`Sj@HM)3H=&Mx~_v9(ar-OjI zK{uD43&JGmdeS;iGWWs0BRa&`umxZOOB`_%l5r1X21&?}_g*3ka&(dXz8od#B7HA4}H4$rhdju0r(+sce!V8ix);vRe2iEp;S&Km5&DY_9tFJVRWJJFxc`5IHYV^er|j zOe4-o#Gk1j4F$LagQ07zZ%QNxIP-`A1QU;D*P49Y^)Me6#kNL*SiCyj%nmV=F!bOX zO|dfEf!QCm6Uonqso@BOI0A^!MMC%?PztwWTC*ec;GL82+jVx8aD&`yYuD@t?MS)cwF zA(c6olxk_z4R8i0yB5{vT33^!}c?TVW}=rO}J~a(1K8cyHV%O zX#Cvh%XZ)?A1|SUF<|#Bj&9oj+HIfx8%IgN$*iF9Sja6ZkHoARxKJz-yATX}>1dvT zTSA_84Gs?CQ0sTmi$($T84K68AM5$}RICm|GJ(&P+9Cz2nb#(Lq5l>5wrlEjD%$&=w+QlRgVy~;&{(Qkbml$9r~M* zm=ydQh+gn&o@W;fp?B7f(Q|K&pU=Uj;<8oUQk8Lt zwyktIqj|{r4s*q_L~Yzc0Xlk2;dtBy-p2L!&r_tkSx`JDA*Bo?14Vc`(i=rnb^rvT zdu{w#Eh~A`)ZrI|Hc;6N;)rORa?~Xg)#B@`kcJ%s<&Nhk=?uZ_1?-?l4Z&Nra67!R z2>EJ5Tb81M!M)maWPb$b8gZbDRuOaov|hePXFg^qb_`={t$ztNaJ^F^o*DGEGTN`!O&E@KLcMb0Sm|-qyk!lHfoW7-CTao*67BPlI|3Q&0Jh)o1{|as%x)V_gfIRt% z?V#47UuYghS`euR7;u!-_1bag>tolhEg529JoKb4TKA^wH(rCQEw!~-{E6Ho@|SQ| zI7vY?G2!7^QXcUr=01K*tfeH03VpQ1ngIaz0DzygVUUW3#EPSv4|t3$GVnJN0|I%) zM}G=AqM%;{T?n(}IdKNUl=ul75jls2By`k?O9ANuWfGqu;2;`eiOFdx9@xGW8B%m1~LC-lKU;Qn9vV8SWQV)RR zis@@0lZlay#Jr%x9|b^gLT8zkZ__eeqmcg(W3yM{Q!`2p(ydK$V-97WB(e(*)$oHd zjI>0wK<+!byr_DAdul1hx+x6bKj)TbB+joSb+$)Mah`dTP9-=g z7`QW3+e8~D|0lwAVj&ybiBmFJGIv^Qek{5NjE#XT@H*z*ju3cy$Tx&9(%*peknd<(2}95AmrQA5Mfy%A$-cq|UR(HwJ)%fyVY`#M{9MZ`{#$y?Ku1Qua=(LE;9CgrhRkAwj#($u# z7LA~z&gWD%cKjE;7eiPSTXJ;9t`QEV3a?*+7`)jtP!Es}!Gwg{Ffou_kV@-*DUMZy zrVS9Q2kfM)y7Mv%64Qlk1GB5;PRQqDfo`9Os)8iYQTqcl)o;?tg#6XLuy0|a1*3AxHDidUy_ZD#2GVd73!>v z0))Pb7MT$whr;z8)W8W9l>~RwglDGi6BgRlZ$M)>8mYuApz%|Ku(mK(1< zvGA|}43U1Gv7ZwYYMvVonSh-Y(wQQW@eD8^@D~_o3-%MY?N-RWU~frVI$F{YiMOo` z%)?58{GU9LB$>9@3WzNn5FDL8d2*v2v1#?hw~h%z-WQw!gwi6BSy&SR7*vDxzjA;h zAPq_ApHeev4IweyaT%F6)kqjKg?7cT<<<+CwLZn$UhVkSq~Lq&$3PG~l0ySZYHDiX zWl@C){s6ro50^7sHon--o#AyY6j ziz}841qz^DQbs`hAW9~ZMS{gX$Z;QB*=Sh0jIshP>&sAT!O`;xLLykkSD2Ywj}%c} zDe`so>;H>QVncYA6a1WNt(Uj>BN03BC)>>*E{ip70^YuUU4$^F+irVNtT#|q| zgaaWQ4VaA~)Uu!PYPUTllvjcUGUpj*B4+pTB_kw-asxUqbt(5+yb8gqH!vUw7bUWD z=PTUPR#?^IGtjR^j0?mihV_J49ihsR3=K%F+*)JU)k$;|u7xD^5hf6O_BeQC>|v+w zKHLmR@(LEKhxlXTXoji6GUzh}mQ4<1xE37y&XavP#6%7RN;YTb>8T&Y=uVV)7(zY) zhjzhE(^BYiI8KbN=)Y2KWiAo!8UrQBcO7pJF+s!T;a}rl{Go!sL=(^G($#iS61k9#h)a??RKtoolZ)QAR599(S&1`Ylp*M?f-hyxGPpM<5L znf&U;7s*JbhsE#)e1IyosPdK)W`J=1NU-7?3xlT%z`k^NO%0ZMQYxFcjIvTkP?4e6 zS(x-#!$0~3xEzsH^GP%Y;Tk`{GK8$27`sq64R_e7dC7age?G@P07~T*JiMTPZ*@*h zHDOse3vV#2XXFqRN@`S7eAlivpq8t?zH+c29p{(?wMj=|4c(Hhk+n}Jh6~e%^mjwR zuQ7avgR4 z%7n0lm<*0?oQ8)j>o)wDaqA9*fOE65=rTQx@I3_Y^^^mK!!V)@b3Eyj0G9#{gjlff zXhD5ftJm%@uU1%xGt978V(Fbv`51TnIr|7V6ga-N4x1DT@fXm!*LU=76%h$oltdB5 zi$tZNC)gqaX9E?k*a72`4?%KcZK%1pcJE$;al?X)_s_#kg)aG;R&$62SAE`o?7T~m zpaT>PDpxkVZ>kAsARU1@Bw3qW2#ym2Ub|({8-lHyax3ILJTbJoi{?qVm(u}u zb4xD?z#xsPfiUjcuM#~32d-@UlN$63(~oq)Vs9jw`$$V+=_yFa69$GMJ++WsiDX8~ zPjEhD03i}WKxeI=N2zuybk>`$9ym>-2S=7=sr>Nvjyw9m=XRYPDB;=q)P` zDq+JSaIrWP(hG2zEcc-2M8tl#YTHL#*>e+AjSQld!M-g&laKsyY~&;_A^tlp@+(BL zEBX2P7bZ#17ra))orFGsl^V74s4d0?0ek$DldTHtH(2gUFnbfT<%iFsSFc{FpVrUX zN4+DYpcNqn2hC&b9Kq6p3|;|%g!FPJYa{uGDta}+1TJEF9)X?`r;7lSQ)`Na*B>LeBeol_@IZos}r2=50l@{#2YdeVpGR);Zw zFc!(N0VFB`&4TE&dX9CM@D(V+30Y(@IuKjxF#;-rggz5r9QIzVI&%olELb4IZV7pM zQ`)1C;v<{(KE>dCQHG&~i!1>nK~X5wkP5E^l8DsJ*mdL$_4Jk{gHVBq;`x(f6l5#X z9cgnWdlM<4rcvsVlMG07D@mXSGrDf|G+MUrR`Tj2ue!Atjj4eRF(CSFBg`f{S9l22 zY>;snco3&A1tGFk%ny|{jGOy^t()vrFnvmlaU5GLN;;)iFjqaQl;*m*9v0YE=V3-v zN}llVys7Ko;*Rdkj^cqWK3iqAd3DgAe#RRZKxKe!CK!ARU4EyVOwvH@4k*) zVQ5GsBpDvLp^BZY{B4(koC`>UV6(rB0&lk?rj-LX-NV88!*uXulVZ~-S*8bSdF2HlhyEBSA>rie2}UMI}W?+$#cPk79k@E+SF z>5KpY?0)6S741&V7xq3Ut4KFQ!^Vb{tgO*GlfJ%coMuws&`FOp;uJ=`H}bG7!uJ!` zLMb^;F(hL8%(?VpPjcYgDEGwFWI_FEO4zu7Uv~^kJ5*~q0I(O00Pe&aRp2^haB|C7 z2q1wcDlwI*s!QMrkv*w(SDimA(Bc+<*6Rc!_mcib>@ooZ@A^S%9EJOKm&-&}t?gGx zxSzNE1Uh~OM1G=wF@pXu6TFwK;RzS%R|i*Ff}9%cbgw1KSXSwR+F2pVrg_IPMaRYn zTssvN@_52IG;c~gA%p7)I(A5#1=5(&M=B!#FlFf%}CUeE&nr`j}V1@lmu&ofmu4_c?>JMCzulZ{60YyBXsDa zzzn{VJ&8#P4S;FcM>HP2gifq`F1eIHUd+d11Z(b4N5$G9rzbe7;5qIMc>%(OosKsD z(2eM&(Jgq1bU9IM=JXJXv0tjJTLJkNiq_ESN-*o-$!|ISMk^02%bmHL0hjvB(0YdL z@e7a`j`JzcNy^Z%kq)v!mWwD9gq~I!GFVJe$HH-|44#T_OyHa}o)wW@!R--Ao}A(f zuAh>s5ZmI!8BllFC=gX}ebS-Jgxmh!UbcL(4J<7mAEuB~a<mH?HIr+)Svbfx^k9 zAn$R-3a~7buw)KPUI8LT7uaQ>8p5uAUbY)A`3AlO z8OM4(t1T@pkp=-d>e0LU0365ynwv!T&L6w#>wSDx`yz#e0#0ZPa(Fk?)#(}1(RPfG zj+e%XHT3_YE{~2~kV&76^zCKC`NL$@0HH_@Hy}vqoUJY4XyJHAUz_UQMR8q{{EGxH zMx$A0xlx{-DNe6MT&$#mt%EhK`UEBk$?qoVPDK62X7)Ke0g?B_91ytZH2m;njU%87 zfUpGa7rgcoNX}7jpTdkn5_N$|XP`R{M?z`+5dEI`#J%U74Fo{~t`H+KnF(OHNCyiL zBbV)1-)Bv2t2~5SF(^nx7Kx6-6xHt3 zA8} z-uV4@SRl?M`|a|lJ0h|d<{LtcKss2oPH%7N{?a+Fqs!1(2j0g2!r&Rw zMoKB;7YR{F(`xa^qQL{V-uAYmw#oPMZK?dhlDt;t=JD@1_0Zz0rg$!Ydcd0x5E z&Ow=_TSHTFeKn}ialBx!?8cTu|u{x^x zl6;YAY4IGb`HY*o4d(B-mc?ql0G`1p3-a?)K`_0GBtL#YNEA6a3!{BC5U~gJYaA^F z&l<6K5t{^lzGW|~Vlkv3a!MH%O+LA4JUmp_&m3PAVcg?*vkoDPt6>N ziMfcgDLFBOyuz7@8Bxt+kGC0xBXa#BcBikt*`T>W<*C!CFMd*M44VOFJN<*z9wVJ3 zA^>zY=|hLFOc_%fhe#X&3PUALTw(C6>*(4mb|j`27Nh$A)Y~hR-tqxZie#_hTR!7| zE|;vtf+L6h3rXRGEjBY3koI4DS(KS|=d2AhN?--Ri(06MM^<&EN|`p|ok?T##{Kt; z03BwU_fdjiaFQ(jMJV*J@*jbVo5+(H8BrT=YAv9pp~GrR`V_Wlih|-C|EUpdxIEAY zamu2+TcsiIb5+M}cIJZf_A9;pbRrNP{LoRr3HV@RA$A;zdCo995_mk0zy!9+d@a7+edgO~#WmQuL1==Dzp5eto$+V? zmJF_`-AKnE8Yo^+5hB$Fk-|dWHg;a&8$GPZDY^^_lA=)MZ%!Y;bEBm8>1^;b6Az*1 zrB(mA@Hz}#XJHJRq@xR~O)Ng7apM%kD}ix)Ofct3Z2*N20*NO^gZj5sE(!PQV^`2F zZ6X1N`YyCn*9uwiXTa=~HJ;|-@xm$F^ls8yo}9q01r0&Dn+t7pALVqL;6RaMANcgi z9R-en-CpElz=b*7B#o{AzVsyyJfRYhZwKPWn3>~+NSl6}UOlBB?xLVKlXTA<%mJS? zU{3V!!R4s#wI&Wy7yh+@)UiJl=j)K&9qA^Yz}JCE4%Asw#d*>(Y$JL&s3X7}`WL_7 z>)S>S(xnyS^mj(;(GI(GPPgaa?6R~FSB@%} zRqWwc;)?=TAxZpZponlD8Um~^;z>=1@F4-)r)C!cF??z93JPimP`w57K2N_Q(Dm^( zlL4F8G#B9;fL(pn>Te2L0e#WKG(_TdfQcaFxfHe|p>-hz_aCh2+xW(Sb{BymNB)bs zdnW|3{Y0%$;5%A#{l`JqPn$Dr(RDeEXg9KWs3ubp(`Ll|yJgw789hgJ1%p>{vHfCaZut7J*w+U+H%7IN+>3ErNe9PNWcMLKPNE%3d%$nVcA zocU(2JEy;?1Bgpy}FB<+Si`9x8 z)yVqD`>KlltTKt`uB-KNdo^heBImit%MSrgMWQICNDk-`STB$ey_DoMqqc}wM7N5d z-#;JKJ`{j1DnXKg0NhsEl!{y_7`Y=c1JHS@MTEAI>3@Fxz@Y$S2+4wsc;4!_p=kmu z@U&pfJJLc3_!3LlTZSGSS=RQU1PxJSObnw2r~n#A<&sg~>ibN??(dLtsU{vQc=nte<6vY!B z4UJrQ=}f5XJ+?U`>Dv%;MsnrVPslc)mmba-(n~27c2IsUq4Gdp1Ox=QAsmZ%QURO9 zLEFU4e8+m|pERErDK8Q`Y}jY-Wb?e@;!SazV$qFJaA}$Y$igco=A@Rse$S47)t};d zQ6=k#$I7eEz4I}BTSM);1CJSba5K>hruTF6Xq)=mxnj<1;e;f7FHKH62aC_g+@ia$ z%opXzdd|-3wZZed;aB+tZWc?MP5228Y1eBc|DBs#R<~|BbMV@p)iigFOj`}B!>XSg z2-Aq=Y7d?js>yX|-iK^dnORO6ys*wjzfxC7{FOFZP0JpwRj0}nSuB_2 zJjAcMzgC<(XT!~TObiP{_yPk?cl=n;92CI#&DtR|Ge5QS%d;={%gfJqWPTA9A1FUx zXp%a=8>15OeySlRu8vO{iG2!OOzG>_gYQl0xVo5WVY~`+DeBUYK|o8+nFx^cuFv{} zbH6SJhjXzvjbf^0sCtWmNx4ZoZdPgRa|n5qd2mxgT-?m(&Hn!Uut7k7b+jMsYY!3< z5}b146B4TNa%&;0oMB%{c?7PJ%i?37s!BQIAD;5_E?xoE_JT_i?h$ODDwoDfICWZU zYjHT`W00v)q1JhC4qut?_TboUrp>BW4@*XyuIgDZGb^EqjT&F(r)AP(f565j9lL8X z08Ii^v%Jpmi?uL&sA})uf1|~zce4vpY%OYHuA|OOfg98DOPVZs4uL^oVSSxyl&IKt zudd7~P3>sCiX`CbrdY}?>g<_5elamUXjZjw366rc?~S~|k&xXYvcw)Sik!}abb!bA zMdYuhWUWm|600rO%P-MxG^;EWhI~(Pt;RD_uZB#K0^ZIAd-(*Eaa~PKE>*R?duze8 z?*N&4C|U0e$8yTUS$RtJ(lWr?HPOUue?PJ|f6pklCudV(o{Ah?PGmt7PC!%2p! zK$ep?_ZS~f{4+KS&zgK2dDLiK172se*JRoNXimq;DGy7mvkgBbBAMxFrkZhZ)4dOg zUVP@QLu%y7xGj)aS`FSHckpdVNj5sqjc_Vl_U*%)RZ=?9b2J~H?< z=XyZA%--2cxji^~o2hU0!EYf`!qr{QhPO{f`%#CeI zc{cO2L6dpr)F97xZ?o?5t|pfTg*>Ax3glaNg}jp8BQD-3H2;F7G}U(I`VY`s33&MzTh2y)i~sS&UN>uPJ$K7T&S%EI#6I;Tuz$&2UDyU@k-9%-^E@lQv0%pPKSB)?gF<)* zsl&;5;X>Q0GiA@n(V1w<9Kl?_9d+p>yZ%IY^}PsyV`ra97HUvCKuRB{3gHM`8ZM9@ zK2q3^B^({*nrOQHyt`gOU3*9%Km1pc<^r_@EDg>#@S%WWm-HH3p2v2#2Pb0ideZkL zPkhN9nmBvPXTuL4Zn6-M-_h_8rRE7`dYN7M5TiFmYgOdPhO?TY9>4mcg$C%_JKPHT z4UALA%C@o#B%Ygm{1)+G6xF00Ku@i@vtD7^+~wx&{>?QjB3Q+C?Oj2BCLtd{@3vUv zz}1$K2!WIvK_9b^>-#kB*fsM(34G9PSOm#>QSPghEi797no{I>$R8ACk!7QLOgosS z7!DZXYsMMz@B6cllY+)5M8#d6nWWd_)1u@S@9eZZV4SWdl)%EuoFZ%VS+wvH?ejz4 zUq&1h7owR|20msg0|e*-1k~br-)l!G;3K?&&a8?`*Rkz5V^j2N8r8Pl)2x%B%4}16 zutSAP<@?V`QwdpXv)?B-U(`u;%~KYbS{}S7<_eFMp0w^lioqV^Gca(uk$s(RhC%WK zjIEZ*hw~khtE;Q;KbnM2Y)=-NJ$o8zRs2Bcci-OT zm}+Y?*OP_k7OMw~?YJw#NDVIbzdQmRRM*fj>FKZbEjTkNF018DzG+oUlhl>589bK*$-^vX5&7tWD z`m$HLbd)BUZ*YcyTp{~bPjd&Bn#9pzoC`bh{_q(AUf#=Gj76ek@lWZiHngcoQuFoa zQsCuVCm>LdM`E3Q=)UfQE6VnrVdj*~!{H0H{b*l}MyXIFxSytirXp_bTve7LS-RUICC1{6$Gu*}dl&zDMIKxc*Hx+vJbk|3Ok8-)Y~ zMMeDjx^aI!D%$;CUS8oGE2)B)OSto@t-D^>D^7IkZ@lkqex8}e9B0^9?UHgmSJ60S z9_6-pc$W$mypMejvAwR-ldZkezXzu8rzEDNjEw|PZ9DLkZdBz;e>~98CbI9U5|>bN zoJFkzMw=%d3D6caChMF@OlB5N&Vg=Ix(Cn7SJK!Ql_h*VS^1vL(`;T|97CnI)le2Y zMKOM|2>{Xm9#>3yVL}?ewzr#uv|-zI_CYK*IQp%YR~`1+uyVW7=z8c&QE?HkWG8MPw${Q~sHpbrzFglKo)dZ=$b+mP*u%`>0%j9;NWxW6 z{!9d9m26s0;|;E^{K*wFs@fg$x)#v-so6U}MfKa8s!$G)9n;9EJ38-ssZbq4%YmEK z0_{+!S~chCf~yWrNK7PVR)Q*w1=dl9idP+OFfnGTvfqkoD&7{NG|2H`w_f})Cs8?F zimE-am2Fomh*TdA$FIyV&&1PcpUd}8+g|SZV6ULyNw7OSw(;m=VBEBO9Kolmf#~C# zGF-?sJ_Gnn^=2kuYy68tZ##n@9onqc9THc&Rg%R#b0SjiY{VSOn4x+psDILcOCT1F zw%vBm%NH-=(KNue^{D6P&#RX_*L9YqYcci4QrE6q=VZO_X5sF09sbun&Dx3=sS9SA zsk@7Htc=g1scA8PVyj)h|I1`eSYzu9x}i5eucNOow5j|{edc8jti&Z)RmFD|+u4SC zF)?yIu)!rTu0CD90@QUKI`lAXo7e80M>Uy}jqm0sQ>UJuU1U?1VKRGnaNd%#MSJY#BFXJM#?4>YR_bAops0>7*<4mR zjbxKUPP{%0YJyv~gqW@-^V7QU=gED@@r`Lo{-ql5n zv!JX`r^HMm>3NIe3ucef^9kzt45^<{{g;(t|zP z+9@v%O*UI(?n;#LTF?6T3bxa#Aqq}Q0b$|&@UqmSAm*S7MoEd&Idy8Rl5yVL8GJJ@Losx5Pr(Wo?qCObzeg(Q!TLDsa2ps!4ZLeL4UPJZ5zaIiC7?Cvoo}+aLSA%Q8olJN zu{==TJ!lf}_4TcOAbXi*?b<|yJ6NDiWuoh${|F9x>&rBF`Vu@bN#bIqy^QnS$QI&d{nh(fqM6SpLmfXs9 z-;&lEUs}*ToQoX#YzuU?szMb{PCaPsGhD;nWO}6Ypb~@h;u*yE?B&~yTeoVF$`Y|G@gV%Vc0T=i z9eVrMhfV#uz_GXa*d;E!s|=qCNryK$yQeX8rIkmSfac~V8G zsjIKeRNy*3i{4z)hNBwia@V1muy%*546X4}P{yInY^~B&eaE)S?V=t;I={~r*F@F8 zkCK&@m9-(`gdd1reM=XYor5rr;OlBYj;}SGYZT+Qy?i+-5|=&RrS0!HE}S)&n=P*O z3uphkUwiA7KZOT0J$vXFWisiU`n%wqe`6mvIm`SwhzIOC6V}6Ed?LjzhKkYJr#26)|U$Z`SbVy zSXCRG9~g2D2;1b-FOU;G>l%M7(6IlrWSVV~_N$S{gWmf^k9(e_s3`iqm)g%jys3jv zzsUlwsdWfEozb@jwiTOI z9_y}hYbak$TQBhQvr4m_c~+ynilrJu5>X;1#Y;AsfPAWBPr&6`>EW~hYTahNa z2Sq2k1soD9Fd_~PZ{-(z|3p@U!(~K^R4?#)zDLuqQC@Cxs(R2v z)Z@P8>u8)Oe1(cSfk1)g)R+19q$nO4Y$uH*Ol+5754`)0H{<1Q; z1Qay-^_GSpiUdUe=;v7XKb;11{}AHI6!OJT4r@c7dZNe4BsjY)`T{qLS}E*|D7Yno zr>A_t%5e`y1=qOeFY#*l*xsSJ5xIEVPaHoU2Rk)KUu<5U0p@)W-;OgaO@6F%BHd?z z`C#G8b=>PHru%YxR1meUgMwZA!iC3hz|hcbd!Zl|5_V!z(q0Jix}d%b4z6eVHFE`Y zttwY<=%_s%v(8rSt{)U`r`+0@Gi04$Qv;^BX}a3r@!7}})ccDc9ZEamUZa%@yTU{4 z8~TCphKr`wFPewbH_cQH?j8VTBd2ogIuOs)RabWTu?dL*Wl$tMr9ypDoZJ$tXK(^THC)H2*7xN6{J8Vk4f{@E zENB^xec|igTN>sbLK}KUi_4GZdl4a<56Apyxu}7&nQ%x^0Hzr$mS^-pn8P=TTOU%h za+c+0xg($;{vnZZ^K{DIdV8z=zDJ?_mHQxsQGswagv^uqkP;$E^WK~Rfk_%m4{I?%FQPWm>ZW% z3Ow>gE~9l$U6EHt@caZN3dYI}9P*9G25aopy*~L+rV_FUMqZj;UT&hva1wL|_Ngsa z{O{}7L(R_~J&@z?A}lBBrdjNQ{`sxw*NBy_gL*y+w*UV5e3(*uKKpHX4~D3~=EH;M zt5`gO56NX6v$IZAbULnLc)3`Vn@uL}6Ir)+S^PlpR*NaL*t#BKCJx|s0!=u_^CS4Z zkBsIOg`BTSvp6Z9HAc= zj6e=SSt>0ruZ3-;ry1e1yRjkPf`0JC{vfsCR0mT93m^(L=vm)#6K=03$jZV7mI9^H zfPfQNzxlh%F!FoCZf;@(o z^PZbKPb<7oRvyonpxhQ-*r77rvGZw_W$Kd+B_iaCOG`@)da)!W;^1*zur6fa6*!tv zu7Dr_%sQq!S?Z!3ltbTZg-_iBe;gTGP@S@-`=i1AY?I)zhFkZN{$sT+GB?$}FC3d8 z6uo53scyWzYDlBKr)^)b>hoil26SrKvx$=4u71_k#^q-CM1kgd);ep>NkdOFu92Ww z#92|fDQ*RgU9iu)<5Y*`_r|+|Smn=oQPg&j*sdtW?5Y%3p@f!4+hhFsd_rI0t<8Mz zwgXq+N@%7u9Se4H(v4KpxX2N+uu8`4-p%mjeU2}Lt?~s@4{onMKk=A{a=Yu8Z21E% z&JW2L8yXtwY!=1>4nxxznDcQTjCc9OlX{952BosVp_RYY9}wpJ57jw?ma&U+LvUyp z;i&;kTO>BQDV>}lUS-aHAI&fG6RU3x%a@u3mSzoCt*tqiQB30n@3SWZ)rG6bD>&tr zo*5hz1oM#m^z-c^ERR{=RPLiF_ex8Rs58KFl0(l|Oq6i` zeh^~p^rl;k;2&gzL_*_gMy>Jg>YsIf=xcNP-7ikLb&LgBw9}`5_D;^HQZV9w z_noW^JARdP@9SRJ(b?c$NvExkL3gOTW$hU`ZAmpl+&tBDe3CHt4r#8>u zqkAa&8oTu4CPoRt;><>FjmEo-HLi4SlLcdp*uxIEOmxTI+jfFvTE}3GQ>}*Rn2nQX zRIA}Thw><4z0I9E=FMc43Z^vj<*oA}i3yA@S))gu^s+Y>+0L*vhp^$(JKU&ic%s~# zat76XPUD^H4|{+844;U&_?DuKIZkgvrUANG8sN%?2Ra_ERO7n3Itv{13gb!i*W<1~ z=eUE}FbGUCU1_wuK5B!?3YvRcXLo*CN`GS&+>>q!Q|*~gti8rW{OtNpER;%2O&94~ zMO}DlDeD9`q6OkCjW12vkM=hoCcNnT6pRnd=aTWLm4Q)D6k{>Q7zRhhU*8Z&njryF zpLCpB`MBv(L%_>|N5T*CB`)si3(0N>*ioKoPEW^m@PbusKdjaXaaXH^+>fB3?GurT z_xddo#Kh=1$K>hdZ+D8-0<~Z9nFFBaH10f}b@tM*T|?@M*q(^U`IMYjy@ws7XI(wL zj^t*#L0+&wsLvSZ$KFpF{;JBr&Bh?nPk&frS4^63)*%pHhgJlNKc2dhC)4-+n|b}u z19aocbE!cwXh#T}Hv(BN6||fY0q=?5`Xza-1g9h~!r@t$g|o09yz2=HJWPfs8x zt^5@41@X}0(wbvd<(sRsn48%Qv>y)PQO3~iN@Jrggw}hEpyS4*_f&~UR|n%fhV56( zlsf6u}0x8lBJJxAligf zSZEzT5V|aJj$2V%HkXl6-^-n=sG39Jj<%vb8s2j=8C~Ip5h&G>i1v% z(9m(V^90n)iAhuIJ|EMZD}i^^tM&3p#Vzxv+7s)0zW8^c)6so&EvK9QtQgn9!pRjm+-A*W{xDwM@*>o_x-`#8vx?|sBcU-KMti< zSn{jUs+{N@(x9m?sGF+3aLji%d5y~DY+~84=hvn8cBkmetBr~4SFV|bLQ~jgyRq2l z0>$>{^$L&nHR_`bnE<-Zg1V4xRz*Bp2VmUJv0UopEc+~kAj58jTq6w^SDnfIItcW> zqvjZGbgT8PU2d5zzhrVdPz@VX6xQ{WEl+=GL)UtjU2lBYaz-hGW2h@)`d4g!;iPpc z3!B=whes;Ge)suvdP|Jf=MDR=#zuWWAT`V6Y}R0qtB)Fc4exQetmnX4DvS)(#89QJ z9SD|N|5P)a7WNpeJ*2odhA>3GYK;ZHaLb*o3OiW4s)mXDOMkp$oOvB_hYO_YAyb zS?O>xr+hQxc*Ly8n8g#jSHsmoXMwt4v()d8M69F+H+I~l_qcNxNY6KscEG_UD^cgi z#vHr+r9MoIvjp8)+d?qcHLPo?wiO&tdD&O4?5JYQwL9sXl#n3k-{3u`Mbcv@u3vqx z&HSSCZKgulrm#`x|8ifZW` z60gRB%s8>22>b!mX7@HRUdhJj-4W}}XNjQ^8%4_PNQX@T{Sm3zFFGs!9|$0(Zw%Ek z0e=LaR$9gU{jEMy5%_bc(42LcDXtI9QSMwb7%bm!zh#*$F!9TFi;#X>%)9UB)yI4S+83p|YT_-7gSy8SVky?2>puhPFW!zMKv*Ze@(hS21w^r~g3Z8JKula0~M zmJiNN=64)cakII_zFekaH|c*K%gUF@jT2y+WYTz5=F+{~#66+W>zCCnldIPev|~ow z5mk`0i_)IRKA*Tx?dc4n`}^0QpXP4(gn?hj(P4%$dPar)*4J~Z2HeAr5>pXbv@R zyN4(fS2-JPf$_R{W$)(#64%bt=*BgoDiScu?*%kPwph2|DzH27TUliASiM(DVWOD! zu1;CbK%HDxwPX{0(USjF2CGD~>iYUJ)Z<3kS|j?QE)Q_2%-x_o1HT_g4OJm=pB5T( zy{ltDo1$cWQ<~j;{&Eo%MKDymss8=1R{U$>U1&Ce+}&AIPfKiO)GW$F^vIqWt>w8z z)%21x(S=q#Gvm4FlE{bEM|frxR;!!%e|sPPL!9#3&ZXGcW!Xd)&d#E_8-?oPPxOiH zlVEta9FKj5&*YUn?3X!~_&rHqgO4yvPNOxFe~9lpLTnJH?E2{U7R|nhkq@z64Tlh+ zlU|8hq0Q=#o;19DagV3jmDw?V@0UXi3eoF^+!U7%Qxu)_c8G9x4-DINy-y}dB@Fn7 zIm~b+l*yg{06}HqcvR-P9>@0oF5li$*xJ-~W@;Agyb%;+Y4hGSr(x4uK}}QDl8Yap z`wDxAwrxDgNQB#>Yb&i%o{FD$0Y+YFB`~Ok*`xXL$T2t087X3JGo%88l|Q0BZk==9 z+BE*2)2?7$9nVuad-i6|r*?6++@xpoS%V4m!PeMvAzCNpZN7y}BQpUYD@}AY#UE5P7{4!ZgV5;eo|6TI^DHv~3 z;e`Xv3Dqfo%?9at4S#Qf9E@|`2avxO$$R|r2;_i~qPff9LYGCZSr|+Lgx`U&&=R(( z1f1}f(}!}~{zvoqL~t#>*RJWHM>hE0y##EuPK{hy&~2YSE>szCanatABsrsu(YI|5 zzY#^QStV3=`>WCFkV}vC{0%R~dmB}&xriG^nTBLl^VXXrY?(fr49L|!q|)&F9`1+f zpq#@*A~Xd#*lY7p7{{R*h#wFbBAx*%XGC1bLFbZz$tB75)-((u<~TB$l$OZqk4G(Q zj=l<~v5%)lKc0%{&a9L=pfGP(&3hZ{GUe0P-ahHm^!hzz<@55#=}!*qWagY_{I)JJ z`=WndbN@Hy$6sctt9@&$Dng@o@PD04$tk~OrV0I@r1QZ7^wYiFwlSPijOE3|=n}Z)M(u~P zhs`sB^R2n>5krH=sK!n(E50i~ z^u~Sf_H+(_pEM0hyT#^EDVMzPi~YO3yy{$!m>3ucsuG>6#szewVIUCD=j!xZfr0mh zE8!l7_-53w;MXfsa7mR3fj(d`D`a!e=PqaaPDgbxrO7%Wssoi^$YCqu|3G|*K^d|o z1p#ex8iOMuQrD~BHbZzS4kNis>N(^}IHp_7TTC1|c`25*?d*xQ-v>$wgJ$p#`H|{n zyq#S4^!(ESZ(#)jtJrKY48zF#{I?d_3FriNg0f1Ia)=4aY4F*C;P7zc%;`>n)2rmjRskybf)e(4F?H&5hny?_dogkm(%Od%`CG2ld*O z80Y_pGoG?r)|^I18METnP{Kl3T9SEiq{h1ciV1)jSK5CT-mFI4%P8uZk5+zI+QCh}NC?)|4aT_A z%PfE*8yJ;ZI8kaY{^~pEkm4VTv?}bYu#r?4=qK%Ht#8dQW{2+SZvF3e1y22W6vO;^ z<{Qx`1sB@`BxJ?GhPk7Ry~Y$L5hfz}MlTcw8cXO*#F>LG!Rolt;vav?M8-*t?z-!Y z%WBA1_p7Mpt~|ASV7*?%i$n7TH^oB`ps4%Guj#wdn%4`@nEh>ZnI0xu*^&};Vca^N z{X1t;9|}9ZmInJ(7v^o^A!A+LXvkY8!NI}zFzQZ=9e(IcFS-=l!>g{QI`6E=wxA^s z`-3*6aA9E4`-zE1-0N}v*L~1*tHhHP%g(}zs|^+;q zqiAhBg5)TD@HTo{S~rQG0t=}bbXV}1b-MaS(QqgkGBY!VE-l&m;h@Xqn~_6*pfD9^ zSARG(%V9t(r;#x~D!8L%`@03KUiAG3C@#+k6`1XZi5iCjJqDUXSL^ieobSWKXmaL% z0^yA)>NRdQZ`OyH!NN@VkwuFaXQML=3wU>YY`K=;T>Ag=2TODXD# z8+&$sBq0b9nc-9`210G1VE9IekjLHG#Y5y4yc5>PB&-%tZt_@^>3hI7!$eSY`rpB+ z1w(bwp;?0HPSrS_kM*>1)~r0G%t{AdT9$2m8KL+07+dT2rT{|4B5y{QhVfTlPKb45imXY5rf%0^Lgx$=dOfq z@q2$q{UJ+-?B8x1v`o%;zy;ImL`xfcqRX-rV$8 z(dhPbP=QVM*=bxs$0gg0mW?%JqT$bUCUX8<5m1I#qL-pWdEWuaY`$BvC zrF}Lk%$1q@Z(g0@h`Bv}ci znW8?~;-_BYCP%5(f>KHqC(nL;RJ6 zZ`gyt(B2fYD`Q?5gM~PYL|y^FK7jsAg{Xx)!x3jS6`#zcR6~ zv_1U?8R?p*PKkX0Wk1>zdoiebixzxqB4(>8uHzyWJ0(uWFg*dwvA;1|+SNv9_lwx( zS^x61uCaOj*PQJ;q%$Avzv>W|wf0`b-PAW{P9+pnx4dSZL$z_vGrvHHkH|BjD)v{? zb7$<$Znnfo3jHhOQFD-f5&*4>A>LaD=4m6?53(*5bk3lYzVnF{pOfaW-qx8h_>{wh zne*q(iv62R^Y@QKX2}W$r4)y5sd^x2;w^Ohi4ip`g;38DvS zRYEij!sAc*#4o8s90WYoPRK+)g&2Tx)ETTDi& zkTvkp#zA_{1YwKp#f}G(!?* zSKSkT9OjNOg@bq|vpLDh!6om~50W>X&2RDvD1;~cRdID-BSawpi$V(O{O#pCNsSP< zNvAXZ&BtId%L3F69O@Je<>O154pjJsBx+b=my!HR&N==N)k%c~p+%d(KG^GE-Zi~c zaGGw5!-~nkhm3);gMML1)s^a=0YpOZ`iNrLz@?C~JS2MhfBv01ce>i9=4uf3#X*z$ z>bcpQQ7c~bL7Du=tM2_uB*Z5F74TLD1m|2woBh{s+{gwRBLetH+No14mn@E;dQ)Q~ zupqj&BM#TL)~moRJKQR=zB8bHF@LTnG3b=ZT%|Hf_7Zb3JUa|EWj)XgQKc2D3>yXE zQ~~%>CgxcC6p|9_(8L7~mQCQ>1R{t29RVF-TyI0!OEHt(El><5IcnXMT#MX^>klM% z9sT;|SX$CSc^`}Ez@R7D-F1};h}y_{@?#a~UkeBfxSRn%#^~s%A;@;71rML1&|nGW z3xEsm9vovf-jEu|nJ?Q4?n*ge7Dg8Irz`7xvj!d^PB_|^cgOkOl{^GT`pS3ax>FXG zp>tgdP&3etKrzthg;c@XE?`_MHYV5pMoJ5|^O4zW(Q*4+DAuU5O3; z)zT)JM(56*Yp-TK$H0NlP4haY+ekQ%4b~D$7GM`9FgjwBqXCv<@p3-&Iv$)7!T@Ez z7+uT4H1v!j(fVNQZ8lCY_3p|THr6Nu;_0%<_;zx3qQ2O(`m}W_d7&?TgLG6$PT?qm zn3%F(*YDZ$izRx%z-dR0wDP<8!@Zk(ep4#@8`<85Y|Vhpd$4udKV_st6Yp$7Riat3 zI51qAe)f>E>&O`XL|3$apj7KL{5#_8r!Qg-Xfur?7j9C({(Go{u9AFN0&uli>pK~? zv#fM)qCbb$+oCBRy9NP$ZUz6&Bo= zC0z*=reBq_(;}lBZC=2KH@Nt?r6BT~Z}f?|^CBN1C|vtVq69m^{mt8%e$&Q&V8qOG zJ-4)Ly3|dn|Eu1Md-iVMg>tYe0el}AFTNBgmA=zNNt3>02`h%nyz^mK;N5I`z~lXcb!hJ>6#{NGBs zAHy^Op3b^87^qaD# zH&m6CLi{i1pQX$sAJl!S!e&W=zR{vA+_m~j6uV1Kcy?RC`}#KwjD z>)XiQy|4%?2oTKfDf!p;txn;3-ABd#9oFQL+WGqq3`(>J5R}bZt9feD?UGzoTNY70?O)4Kpa& zbezL8!Fc3y!i2)pE&Fe2Ti5FSf%?a(*dmLK{_4OtsCp#cD4dLbjQ8bN{0}H|j~znn zlxr)kkLERdC5exA^M{jleR2IyG)=`=hAE7UMCw&wkvEi?T7Q{0gR)J{D|<^+UxMi< zshD{Djq=n<<7K%$_TS7#4%pi#9?(AiyTg$aRF=U~PQm)&)dK+(Dh-k)i+L7*zkT*i*RlF3w4ke@yZqeKb5>{ z|IRnOv^z1ZX_0b|J2XTlMq%2Wk%(rNfU9d*x9Bs>M?h$wJCl z2V4r!+TwF^cE*}y8G{^KL7>2pS%^l6%BaRTHY0G(x_kWM#Hzz~ zoio)hkWyJ59t|=gSq(pM06Xmi(KAv(q5ng1u^xEl6`=HCxSJM)!@LbF)D`PT>i|cT zYy*+RzIq6MR)C2Rhdt5?K6|fu&=u*eTlM@vlogHWNM(vX%fy1!Y)fHg_*e>3Jm&8Z z@ji`ii8Gp*#7&_G(}9FW2fANiPO5^kRcancxbp9%LSk6ofO6KwMC**tN;;`@=J$4B zvSXU;yFNhEN0VA94*=@aRvq2#XJ4+lb$gvx2Z!FGlx39VeYJx#mf|pDWl9N4)SC!L z5#|Z>BMCnTlL9Rew~|AXlhbbOMY1f&YB4awll%zH3#>u9j*d!pwYg{% z>eu%rA-P-7mI+lj8IASp*7aJK&HxML0Ghu?z!$ek?^M9hf%qZ?qpaZc60&kCaVGT* zyfs^5{+NTbgeWZ~S7SZ*0XfckAb`2qUZ+3@-=L;uLO7MTgyjh%E7mCWD5C#pmMfk> zY{(emY@oUb*jV;;k4Nz3J`I4Vb3%*HuANlOdYW^hW!MVSxj9(z3N(#DLvf?032nJIG0$Lz%tEV@nayF!(n*iQ;p1H1u3L$OA`UZ=b(0x%Ca-3L+eU zBoOBicP$-joM8xMy@exJK8)Kj#k#ju{?TBxPdvd0xRYGmjj4n21oMqiYy_1LidaWw zCbj{SnaV8gzTA@h)T50%_%2l-9J_(EPFgTXNFk)t1)WnuE5j<#GS}U_af6^Cp((|O zZetWO86a0TjWmrrw3h53v`JtRf|BUc-C%YVTUbheQqKBsu1a0)CqCT1kqUOh9)Bi8TuR1xja8U zrEy-ppzunF8a@FIItuhVA{GF4k8<@QPCUKqu}PfC)Mu`>P#lfIFN1ouCMqKH=FKAs zEYSQP!W9U6#=sx|B*JL4B1ckkvUTf68MjgbgM;I6+lJO;Y$WzYG)N^Po6qhKt+dod zL4}QG;!<((IP{ITw7$MDQQ6!@cGQZvdauu9NA2|W(k_G+GxU$56D|Xpk=Aru>8y|! zMAsyrvken$pc=2W&y)5a$*7(^rT5GDS}7^Z-+d(%FMhc$?(*&Bqh{pHX;YJ9#|;dk zz#PgqO`v`-lS{x}-mqrP9*Amu&hbnm$ix!7B}<2@Pq3 zNc3$nDIyTvP&Dn~bi%<^7FeNb1S3Vg`eJ|CU-M%kI=}N{TI{Q14mZ6Yyq!unCD7{6u5s&uCX^JYrapQS*$w6Dj zCh>e}&WkFmy|4}5nC9^565N|WdYy4ZAyQ&*v@J#aX$}E)0PqV#NM|p0uU)RdRv|#P zGgqj3IyqfrilN5j4N8R&^qV)KWN_NPqq6W)dsM_NXmU~;rR2712##+BqsGuWg?G)2 z1};MrM!eXC2|A;`r3)N+s*8;nv1;4U%;E(cTT8aipZ)@wFZtratR3Hf@_+md_j-Nl z2lFQb(bmn%SB^(Z8NmZ7cgQ4HWw<1ZJGV*@966TaUZLqRD3WinZ#}Fs`sHqQDm`K! z>oOh~d^VwV-!aUOI25o7wHnAnxg?s{o`AB(oT-{PgchKDBC7G$`#9${I?7-^Ie!f> zv)DLA5dGlqtXEU3SM!9Z&tAcox|*#7LvEb^z!Rfx9aa;FMnMk}Tp}c;&+^;$Dd665TxQ^5QfsWIrG>2L4e29?A zSSAg)y1RL&Ap~~Q9x9L#HMSpL>~I6Mn$&ZFS9;raR~HW-v>9EK%e|g>tY39i2zW@6 zuqSPp|LBKfDh0=p$OC*h{Sx=+U+dHo1V%0~vlD13Q_jyu#5<#jAd>J&m;%xfqXZ-t zf>SBD5)^IO(rRN94Mb4@yg1mnqX1_S5g}JZtK#fe@WNuyN|`lx0cMSdZo!iLBq+FH z_3GTVA=!)pKbQ_%X1^%W6=CT=FBQP|G^l)5az=5#9Xb=J|0i>S?o?hfOauq|*x^xRMj`9dBHZd=V@6#s&W>CPs z+CPh52vy(5+@a3r1i4R2!IgDj3zA(l06`EX*LW^S;T*7M8CX?sVfnq-?d7ms7#O(H zx<0e6({OoR8q_NFJEn>Px5gJGp|CqO>^3E(K^W{c@6vqX#Ut?yIYxBvd~56yDkdCm zG=8lQ3&bYWYv=?%a<)YbQ)l;1jEkKIzML%~f&*is2LU8xCp1eFBHE-n(l9IU?b~)Q zQJWHo!s`HJBNcpUr`lLmF~ClBTxC>x36v@>W2joO1M000NsEN z1lw$w&Mg??0i_3X(9uc8K-kVO=9ZY0#u%c~zaD}PyCE2@x)}Y<1NxIWCm8e?j+~(# zft?J;>ZQK@AX~2k!4(%Q^g8ZqNLo>ZDGgG73mn}9I%`wQ&sQf#VT!UfW~qpvQU%1` zGX&;xC*6<023U@vNX%K@0#;#+fiaC{tvvMcjF)66D5^GWGI@=RK=NW+P$BUJ_j(Fb z1uBR$fF8vW$QfIXAs-R(yLJ6Kf38h(Izw7-o9er&kZ!Bnbj%Nleq@MYfdU$DSNkX* zH5)_HP~>|Sa%Q1lmn$t-W7c9wEhF~a3fF-Mu2UKWau?rU0hC!Le>_X5W%fjFL2+P@5Xn-sK0? z;U2@W{DOilNV#u;*nb8c4k~1g^1ZRpG~ z<5me(0}WR}lq7QP8NF{sQG#$P|5m=lb;$ zSk`CwAfk+b2E&Eap?sP2Lw<>fbp2~k;K=@GWF6ea<#H1SY-7lcN_J^Emrk0}!)AT-Q8xTB<1MG_Ri#^5>%4c+uFd_*n|a});%CTHG5!B>vm#v5sA zI=J;9kSKL%w2irP7L}=>>8R;qQWY;VoM3QhdS(XDL6X!UnF(D$KUSCV?ISrt1cr;g z%mxhzpT>rzO$n@72TdFf%`s?lqT9_9P*tsXF*6v?H5x#J$yhH!?N)FH_LS4+2{!g& zIKYr?(7oredGf*Qc}-?3m$voc`x<_jO50jyw+NhmJo_jdMo83H#WJ?m+24hz)*wm* z>yb@=HMcP`dMrs=KUk8uejRR+Qg=m=<0pfDI?VHltM)~@v~L}a(nf#yZ|L^%%k zs|&gi3mW`l+b*c%?4t`seZ$Ihca0)TiOljQ73u>6smk*#7=HQ^#z~aJ1KI{OaRlt8a&r+5lpznFoLc z?Rwp>1rN+C1VNPEzUrKR8y2+`6{y3u>2y8{{ab$N+xx?z5Xg=r&~ej~o6MHa^6i9f z7sftE8%(CxPiXlKU@WHvRzOhsff5ln){yBO=44H>j9ogZBrPD?KbZu@*fBQP5rK!b zABv@Vrlw!#47c$6z_$6yKwyxf8WbNO(Ov1Ad5C5Hf* zMQ}-aPVcpA^nFx50D7;zc}p3o8-3>7j`6nSzBSCA-EjWwDaea~5wuZj20A#}sB_&4 zzSQ^wdYIu~%^Rzj6CEZUf>|S;lTh>_=|weQZ;psb*or`Kf-jsZbO&+CzO*k75H+tv+m%WwwcP@UCt8>^{L#6UcnUEWWM7aH8*-6HBIx*WM+D1JMtg0{>{ zNva`F{EJ?!5F~a-R9g6Fe>Xt zZ0A{0o@$lNnL@@@0~7|tRyIL>1Z7RU+P~#PSOys|RZDlbh?ElCtd# z7#DBx9NI5xnx(^t320!>f@u)LEaWPEVzk%|F$3x;Tfh#ncmU1SCZt4EsAJk-%773y z-d=2#TZrvARmF%HZlPW&1c9Huu)?=cDG(u1*(ssDg_*@kfDa&aK{ov89MZV^$Ytg? z!A5DRnc!GRyuZ{E`JPpVikg-s?Bbie(?T)}Bj!TBQ60 zxR$Z><;hEzEh9JpaCb`~w>Lq%y^lHg+@#G70XLCfh49Dw`ewZ8iY7603ja(3jEGJC z6ipNm_T66I>$u%!yTiAK!OrdLRK|O9CuQwGyHUT6hJ?EBL-0lr zX$&G5=cX@Bwny2Y92rb0YwbR&ycuOVjj|O}Bm2~V-=c`jzv?|h-M1CK409VhyEpGF z0#7*_&xVb52(spXqL)uzDOcj^zJGx(J6`UhFt_BDa^?Ty8=t3U)u*p`|X1ai9$q0rp!Z92^Eql4aNp38KW|WkgzjMx7XRUMoJE!%&>+R(;JkR}H_jT=S?|t22`unw6nb$B=6vet*N5hb! z=$a{t_5l+Eeqxe$Oc(!AcGEoUX5@6j&BNl14Ykk0&Dq|`&HkjNz*(C!t|y%wH_2|4 zlU0%yuyb>Bc2(Z6!Qp?rLe}Yw?FLb;k0$t(rOrAgt`x=1LH?z&z54;*)kU*gW2dp_ zt)VuL!$x0v7)H0UG}DG(2oG4hHTeP^eJh=DW4gP*PXmv(12m>N?+-q4m+EXcH89xO zs;D2)t>)sSZ=EqaKYHEg(r$tCL4W=3ggoqRcdb+U!y)AK{^fV3AoV0Rjemb)POtgf zMkBQNCpr0o;LXs*KRTK`&%*xw)i~(?(+_nX^!M8_EuqCf8rs_5Jv_+uFwgu$2c6eX3D8EQUJw09$<py)8E+|kUzkc&Z zCpc=s%-K29lb_n|H_H>qxI(KkoGay+es=cr=OzX$ z@VTA~^E;@{xtTvrIj6aK`S@IBCWm?d%(WJ{+SMo0C^)r8Za7{nuxZmud~4Z7*0r6T zou!HU5NDOli}&q3{%toEpeCSpUpKa*r324ma=4|Zx8{0(`^#-)byHH-S5#JZwH12A z@9 z&r9v-b#|Z9xqfz(MCa!#u3x|2{L9m0a`N(JSm2FTuOoTCkZUn+lCxgP-h1zR-Ce7x z(Jn>rNolIIt&Q*gp6jbd?ru4~s=dTNy4ZKdvZL77t|>Fg^TEh7n;OfXtp$gl+pz~Y z?FoKs<>(mo@uA*5gL_&OB_kvA{NzW5(_fy_Q$ZImcH?%Glo_{e+s3QtOy%b0QUM$y zx`~G}%;L8?t)t9G+F$DE>D3vuk?j}EO4eoFv&>93|J6J^rC-0U!L>3{O<%uucla-G zUEjBV|7)xf4fXNCzH6orA3hYLI`RLWe}3Msl`ol}miqnscS^3uP!qd|ZVW}WzVzOz z{e3eQ&CX6|!SzGV=|hy7q2blq@3mwzhYLNuwofA_{g*L(QAQa`H9td~M>seE6WAAa64|@JXtoqC&j!VzT@74ad!97nGim zM3I_l@kUgrdROw&_d)7{?Zv(kTrXCp1+a$ZDC zX=9pEW!(w7tJ#raA|gA*IZw>=c6VQ0VY`bgqYz88hQ{C8%1U}fNr1k1MN^hlW!KlT zGWDZ<&DpkpKkXpt&5(962<2?w^V*#{)r~DR`sWWLwb`-t@OFvjE5h32+1}*SQUs7; zl4%olV(iNj~rRU!opIY=X9JZEel>YHv9LN^kC;VOY(-l(MXV~0r4BH z7?#k|B;UK2<sj7@YH$z|D&p)L2~v7 zX=&-pmoHONQjcbTGUEcS1Yxh1mzGja9mVfPp0crX>991@>mxOP`0!!8a4lBPSZ8Ul zy0x`6Nj|7;H*VZ8iF;RD%X$4%{pI2Y1Ex+RONOf-f^_!i?$pw{xW-#g!#IDVHMd$a z`w+s|=jT#<4VOY%TH4g_A1jejE?>DqV`XK9%9CKTNnU=mw}u-jM|j5$zKa(x8rpo6 z4?65Nw({vq-HQ?dU)E~fi`=>H78ARHV5RM1)eL7kz-Ui3d2d+$#Y`lkP(GLLB7^rf;)!A8H~uxVPrleDyiL04fR$$@{UhMCQMdmyWtx5^u;x^wQiNyIBkSM`3UpY&pZ}Jr zH@oQY1F1sQY4RDyfs05JF#k+XW&m({=v7)|qDFd~SmFBhb z4O)uhqx`2enR{ZyuLN!q6OuIhw>XV^kI|TFa6aD@Y);;5TXgIe-l}t{ag1ehZiR$l z)u~fV#X!5%%x7$+-?m>g*N?B4Xk;YIR#dqd>?sTb%uR=miwN&xk}jUw z-4{CfhrD-u-QwfC5}vlnJYutCMnwAkZz1O7eX|DkyUt>3=h`=4$g-*`YiM8xDq&+< zGCDT)cCrb}WLclMQ~Y@Gb~kr-gO}&rJ-xk!m6ViPtWe=n?P?+dp8T|VvG_!vHocdf z?{5(HJaX|H^GtZ=mR6`iN2 zXJ>b1#NkZy^EbRn7}B#NOxS5E6|E1Y8PWrsmWHwmn>#tJaBvv5k1jYnyhhfnD3m~p zhGfm|VIbGTFVAgxo|BVhS;?I8@ZqEE!Np*fGhfMmMJJ23S;=LnX(JU-SXkI7)7974 zXV;KSZ)s)a(p45b+rJLs(o09O&SCGKO(Z}CD=$9@YRPk=qlSiuZGLh)l(>H1e`kW= zfbnQ$S_R52drMH*&pg$Six2a<<+d@C{oDQLc`5UgCna1<>}IlU>p0Uh00!mrv^6!8 zP!E;*17IC66Dt)$$GBXF_ZK$7W{0nw zcU64VfyxXX9h3{!Ofcl+qXp3Q~%Ma@-+5S=-mOq-q#2@MSs zsn3EfuU|6&W?U=m06uMKXfSL!UgUXR$+b^FPL6Hk#*LZJo|V<9E<|DvsUJGD^~+qh zsu}L>Zv>60%KUA0jhGzu!l3JtZ1c2f80CXc9kO08UDg@$5m20*C#&>kooXv|88UPH2M(cb1Y3LaXh<7Y2fls zU*43UF1Xp6x1&|}_`j?k&hW1$RNhb)RhrrKd*$->g>>h|gde^L!zeo7|AM6PiLEK*P<~O{YPjX3ME^HEoSC$R-`r|!>#*$v~UxZv~*|NIhccW_U^46ab#mpyH#9V z-0H9TFP};>@MQinv$PaqVP*YAz>Op~wiF#5UBQf3p(44_lekgpa?G7DkFg)!Bdf7K zIzhr@<&3S>#0~i#5nNCH3^x z?2|kBNBbVR)yD;sJvn7bDrK_JuG`t6{<^iLPPVFVcpK)|(dC{2C>CU6LV=U>95qj{ zd7yW9`FXW~&Q9~#=YL1LcFm4e@jIV6a{+xVY3T3kaz*m1t^-iM>{WYBOi#|dlsbI) zu$s0u;Bz#zYE_`Sq9qhH*emQ-coXHY(H2P#pm+p=dsp&7do`j z6{yS369WfGdDvi9REp+Uq*^atjwUNB>u}*&nJ8YR3nF{s1QZo{j2`TLg+16cGLkW= zveKaI)ndgAUPE`b0iAO|6yG*WY`c8lncO2SYZRRY1{%|Zb9`S%uBHN(am$A0iHL}F z)h2Ap%*-s!v?yO+?d|QoYu7G1bdZNm`-i1EF9Mfj^$40my9CmEcII{X)m)#<$;qLi zjvQGq?NtyJW%%*q2lnsPb1!+&f7aHrpk>~LW-v6AA`k^FDkm=IW8zM_-~A1A=nyK= z-;z37V6!kk4)7G**9HS|lCP}Gr}Qz9;pFJ5FYEApfP+c5S5Ik~hd zn*T~dLYSD|okS2L%o8D@;R+WCppNh+@u zjqoMgx;qla4|8(da|O4_%X751w~HTpvH8LN+mh{$=H>w)D}*<1=3Kkgu>#ym<;?t4 z&x)}W+vCMP2B{k~jDL@ztHd`Md5WMO3$2(qdRi&mMmE5tg^pmI|)LeH)xR|ZRvdGe#^@1Jd^ zj(lg&o|T`Gck9=WkB?78JTp%OhlZ>Cdm^Ka8{eALUt97#;}ms?e{!QaH%s=3cV$@R zjoy>?3HNFWd_`vvX8rX^bdGH=f)6}8_^PI6&kq&UA3g&E10H$nP<8%pHiNO!#gL}I zp=`_Uzvkw}E0^}AT$qd|39jHwuiS}R9%-{8o~28d8qQ>UzgLzD3k&OSE!YG|brI0j z5+P?2r>CoX0W?a*2Q!qfG6Z@eSP--0H$$1s7t;;x-nJUI+mX6zB1R5wk57o_tzc>T zYYPs7?6y1Gy^=qi)4sGOxV~QB7&y$u#RWj}O4CBma4+FKu)!K~9ZU}&InoVYOVM*w z0Nr1v@61`eSo8jzaB|tD#SG4zQgno|aGwobfv)o`#i*S4AG6# zP{`2h_J?xQ*PN%n2P zKHadWsEcX>`hTZesm|_hS~Oy@Uv7T!@ge*T8z4o;F+oY^#SAT8mu7V}+vd8Z^T@97 zGAyAi58>@jf0k~1dTi~vbLW5KlAhRBe?(9uNwEl6>c*o$0fEpUU>gvM1h`dIRQ}oF z8@1yK3JUm4`I66%O@s{;goWvV(Sk2sVg(c20JaSH_h|Zi(2&OI#!Ih>?yGK4T8}K7 zQ8KSy6DLzSvJJSqzcFnkEiLWkJ9lJdrKabmvNB@+{M(Mb67KJX{3Z@?6dkM8e-ybt zZt+G{{O2Pd?7Jz1yag`ib>hxI^HZn70n-H5uU~?+SVewv;zZoTxpe&`T7re+&eGxY z*VeaMw7>@PeXwt9DC3&B31|9(ZU@%2ZK9lIa3Q9U7UwZ=2 zedKy>u7bUT!zaVM*x1-319J@oK_2&?<1)>2@zwe?9QHhS`(A9iJPF3AkLgs==WUA9TH-1Uwu{0v+Y)C>nC`}-5^o1gVJXN&!8D-<)xh=_>rv~KwH>A=zJ{i~e3>a0<) zR-@i5cDKMm;QpRFw5$TJO+Pw(whav!4K+JAC*rtuzSzN}&f0(a_fn`CniB(`k{&&Z zKrdPL=@VDs*7J316`d`qTN9@yu8BSR{`_T8k@bAB zn5ZbBwuufv`so*LCue_u)bpGgO}bz!*#c6OqR=>VBa37{e@==kI~P|l8pFQ)dD3X$ zM!QFbhlgp@y5q*cu_t0FK$_-#nAmVMpAE^i98IsB)oYf75hJkr+G=WQ%g^ZzyoSO8 zJX~1B+;sH8BWH;N>6}z2VkGr=iC>&eq5I%P#7Pgnt^aF|)X>lnr6!a)KRuX%YtXo< z;Gq9t?`qPik^n>x=z>1p_|ZXDs=`7UTM8`?=NG|rqc~Kk^5*8%;G6qDKUrJ*?%fz9 zoudV3=&_)|SQ>n=oZqac^zmX|bg9~Tj%}PTmP5Kw2RAVK`-jnU`(_SYbQL%ULKQqV z$rjZXWSv@dX9cffKtKTX+^#|0vIE?t%eOb|NEo||^cn^qN+SN8-Q6p(*E@%XB7x#a zWogQ`U2);U1?Ruxy}TU;qv-Ic006N@m4>=)xMoD^wWjO0ZbgDA?iy~%14a$Z&favY zF;(z@b}%!S^US2f*dO$*Q~;nW?V_x7`7+xg-#^FgOUXNYeJ))y=9^}|h{1(&EK5bb z&i(E`4}3vFGXLC!q_SH-rLC>avu2HM?3{|V$KdCEeHE71Wsh-0uaDU7IZ9nxyY)3l z>nyKdC#VkfvuTo44?jq7<5^yxfjEe8{l1@{dyK)w^aT|^= zM{x_b731G>it~<&Z+NWKA3w~^XKn+HOG)y8l$Lp>SGRv)Ap8$*d6|TS z#OUweoC{GB=jMznk&=Ku%duPJ?3?7qCYP=hO+5MWK|H>KmX6NV*yG2C`!p2kM8Ary zIqCnq|4L&q7#NE;mj$~==xJ#{j%S@6KGNSmJF<~;!-fsDH@58AK3;;`fqK9QWEC16 zU4^PGXH(5-oMCqCM=_S82dhm0@U)kHS7}QnX?`7eG9{$ety@PZczJpGOk@h8@VtKg zn#f!vL1Y{+kvwqsv6>+uUp^!hfPBdx*^h0nYo3=CBN`*R_OkZ&btSXo5smZAT$11N z9UUATeh;^BV~f86Fk3$v=4kr|_wG~^F(`KR%9Zm7!SaR%10ghU$Y!J%-BNaE#>?Lt z%q6oAa7i81DT*QuJ{}WofN>kNzSn<$eIElA<@0x({`>pefq{W^NDmtwTNT5eAum)S zVx52W?VFmJA^Si(iue432cjs?iO@Sc{AO73?9~GqSQGEx4?guNJT2Sg$?k)nnV-x(mB!N| z+Ym*ryX8Iqj&niaWA152tV%sv@GSqaaz;n=y6v6;L|qgX-qjaMBvV07<}vUZX$dd6 z8qyC)k@f^~cUmEL>+IPRSXj7i%~r?A$_Q>@w3R!&Co7QlZQ5V& z*JNA-RB5-;=@h7<=^IhoM&|RDE1+SrK!rzXyyw3#PZhUy5BBy3quC{7BNp#nZd5eC zYT2t-G!O%KA)nQwk-)Z8NArf17USusAa-M`6OkCL5KM=2PH`Q4e3%A=d46G`6?9mn z!CHft$qmNtmyUdGZYCR&sM%=q8PVL2S(|ipoXPk(_~%|z(_yOPj(dsU+>6#TfZ0lp zR)~|s&#adsPO|*w&Jn#C`BDS9ul||Mo)`%u(H3P84`UzoR4vB3E18xp+l453Carqz zx1Aeg#$zwsUJZPD#J+ZI1X5KJA`g9g8H#MyiFa$H4`-@5@&O`I#lH1w!7Kl*P7EO% zo8s-tt14MkUhx~$9Sxx=WXjIXeGOEkUvS2zV3XB?9RyAyaOFC*TtwHUJ5+dXB3)PA za`5w$h8OOqp$ZG4!E4ENC`Sa2j`!{v+xw%M<5JM0P5P{WB18(!b?S&h$}q=UfF`T- zROi;q-U}ZTTeEt;_oSUA|y?agQ`Sa&;zSC}d@2VWLoIwvp zsac*KeH{9EPo3;2!{-Xd^{$-@bkQXUBt+({C*;Eos%J=>nlHq+K@4KCurWB_u7q*WtTN9XhJSq@?qJ z9a6?-n?Kz7B-4IZ)&Dh~_b7zI-9gs)NHgktrp zHZ@87_~7r;5^uN3oSPj>ymEu@Z()OcyY`|2&zp8{H<)a4jELL+!gDOy^CsYT~Cm=FOXteONnNo{UsCngZbD7Zh{>flguf-Je|GIqYC> zALDnnkl-YAmu2PUKou<1!ZH`3YBN=nH464jl;P>E8HcmfdAl{yNN==$!`52tyVigH z??dBy@}&Ehjh49Q&&|$q4%9{8`%Yy-jpf~TmIXxq6{dICd2vdHFKz4A4Yd_=;~9c< zz1)I!Aln?ms)W&l(7aEn26QA%ql!^JrlvF4SIjbdki0e@HZ>(k`*4wGR_zLh<@_qr z6Rs&2&MzuQ22az#h&8eZp2(F8j5;`(bb+RDRLO5vQ7e+?JYZ|GN%jf3ty{J2?WIvx zok!Yt7(YJD4k)$iy3>c0rQjPzzZ~}$R8UxjKIlSD&K3q1o&e+!E4VO-KjPeqIT;n2T#>glZj6w|V^6DQdbg=BZkj&r}oQJLtlx$$gvnVPNz53Zr3!vq?$b7W*g zUK`pPOI(toOLtJkj1Dp(xl7W_fVwY(r3SR5oMlC*{fr}0c4?^^;?V*`+u`gJtY4p> zqyvif0m??!EJxA@L|qa5l)hKyA9egR)pga_Xr4qo|FpqBWoy~P;APyFcw!_o0Gj@% z%Lu)D|E2q2Tt$%Oi4!MaPGEfe`0*%ejpgJ}b9Zn2<0nr@PX#9e4;Z%Kk`h&E85x(q z<2DI(&%rx!pZ@&#{Q2`VNKhBCMx-pAnNdE~C{AD%@(m$6K&rFw@$tdaad05P(%;`7 zu!OLO@tbU;Dj4aX8K>&gfWIPG>W->^6!PUVl=_Qz?yS>_UMC}q^$Wq;_K6=ZC@hRn zW#W-D4`{6YO12#G58*6PW4gwBYsk9j#)u2L&N+0poUwcL>J>J_M(k=fHnxB*r$2YT zzrD?_qj(26J`n>IAt74y_Wey+_tfWp0LmBp%`vO0sy;qiz(LYavSx%c?mI1~>E@Qx z7xB&>#5?-^a<~#kVMAeAEx!bniL~A}xv2LWQG`gH2dIs0vPB33W+emAljMx}WX=^s!oGxlvszT3gEvBiVz>FnM{y<(1l+y@ z5(Zq)KRLo?&nKuRo0q6byj-BSCVGP;GpFg>+qkW88N&F~Bhr(vETsfQB?1W@6ux9J zimx06=_8b!xZ_9^X}OpNTa_B_s}yeR`j*MaF;*;Q4L&v`>LI8&ChB*15TU$`mbNVt|_-yR%-stQc+Pk6J0Y1VLd*s=J_TxOYX&VyV z=;Wjpf?p(eq&b@r03GO19$*Dviy7Rv^syJ5=)DXlQj;@49W|TXlQGQ=t*NT0FbC^T zw6*4EHn7G8qK{4jp`4El^;4E5#{V|e@tK}q&YXhr1R`)Cxu~itMl>h7dBpwZH#bdy zPJKhe`TO@pfE+J^fU)&z1(2xtA|)rMe`?{)72&So;Y+{^Qf&{D|5*vHaJnxUs^nG` z9CDWzRgegdQxR!stYePt5O7-02V4ta&N;-Hg4E?%^>x)0#10XS^% z%z8IaZh2W5E&i_@S3tCt0vdEWb)^5m?ZX=+kX?%vr}3Gomn4zRI zs76d3KV)g1{_y;Zz86G{Jyw*TpWlg62v1t+1^Q*{CvU6xu5oHF+KHr2B=y)_(}(-{ zg0&v^o`ic)#cx)8;>L>Q%P*qZp|k{|NQLHkdwIQmY}=S>Kn0wqW0Y)sTBI_9g@!MK zWXjsPm7;qCE?v5$?vPpyFq8C1YOYYlu3lj3?_UeFwDL1IZx#cnzk2_E|EZZzj}CPW z4o2XKmwotPSo9L%7JBJYa9o`A=5Sa_(U1X?{yrLPZ*yD>pQ{GI@cHSn2w?1pJiXh> zToK$GE+UIDu&#-5C`SJ7v%IEWEVyZI zF_11B-NEJ99W~?5J)yj~JhL&f$JU^0Dnq4#LL-q?*U`a`;;I?4oNqkMV?0*eK)r7y zBqCxNIMT6iZ?D-8>g?YA3Uyl_&kDAOZ}}UDXaxH0NS>n%yTGrTj{{iMe4d6M6+SQq zhn>KjMMzv+oH2|irlzKd_?6I*p}#9R9!mJK+t84Mz}scZmcg#NH@PS;Z!4-vCVG?L zueVkGRjyvU#?Hnjz?Dh!X1i@?3!^Fer83k9b8G7qebe<}i^As;0VmpAEBa%5yQI6< z2SOiMzHWOcpjEh&M^r>aIX0@C&y;h)`9uL`G&ERH;ITM|X5=DaL?xKN;5&EBqFOlV z-#peTk4Civ?cP5)NDQ7FdE(!5ph413ovkUBPXBpYSC^R-kj9YJxD60xg7DTQ46lz; z5*&2rSh+Ir_iwkuCMLUcPMVujKo3U?&$0sQpHVHPieIXN-Q{OpvstaTI+jRIP~mq% z)C5&aoTjxsp#8~({vK*xNg6He$^)*?D))AI<>AQ*yS>+&g3hgwxKM?iKz13Vt!A$~Mo|$-!Nvhr0Au6OYp>4_5$|O=rXjs^*%YwVC8FXxIZQTYxvw|&>+p?t++-H{Om?gRqdTbGO zPtW|XBb-gezJ(g~pdk3MFQvAezy4x6{f!RcBt-n82+f79y#7%Rh37!VX>jrS-*>r*hPlgrd6zCy` zeQLqkXP){b`Pl5`8r+D{TP5y8KBB1NsXSJt4=z+70?^+#Bo;o4#N{a z+t#Wl>Gxe1%8rO2VFhy}Y9vY@!@%b!%f!UQcvXB9YkElAjlc~S+kQ=~uwfLmE`c_L zhlaseKhN^wFMF^z z;R4{J1=v1PEGX-3h56!89k^Wr{wnuexSx_@4kD2Bqm9{} zDcgyXnQW;`Fp)y*Y;C|krM~|DQ0V-nNNkE8j{Gz+u8Rv_!S3^YoBrQ|Ek8;s{_(6EIOk^t!n6(p6-CqFD9kI{cY zCBW%g$`0TvwB$xLzrI%zM>)H}#zmWCoBbty==?e-N*~-pouV!T1`?X)xntWJ1mAVj zTz%|U23c-RhoPebhZER zhi_Oupberf5C3XNpX__LmKwjl+wj|J3(aq$YDB%J%pDwVKT`Qtfo|w>e0=KYuTM(D zgW!lU>)?Q%s;_^0_KZ?rocsi&ivMWcI=T1W!ANh1E*>`+1gn1%I%19)P2r~G6`o&n z9i-+3dc4t?Rshx37yEi6+4cQZ9t`HvCT`(yc49C(qjiMmQ&SAh%`+9%)y%L-Q~+qy zqrtJS`7`)s#mSQ=hv5tI05)1T`dcc8we<*>QVNOPD}uek?9xM_iI(e<-NT%G?o||8QstA z0Kb6xd;xx@#wSxCSC~5vJ{cNZFCnpeAZPZ+M=>&zf{qYY`HK}QUK!T_YUrpFb$4X4 z-v0ryhn!6VPTpl|zW4fZNc{|H8CX$@65Sggz`9nU6!5Ir;@m>ukThT2a|6Pb=}%4AESz!HHOY&EukLAtTT=blav{P+8e3Wyx!5C~3v=@}+VSy+tw%Ok-E z2m$tChrfnp@iJN(pwHg}pOz664-rMgk$To&-7P6kYm+d9JcD!HA=z(gzSt_aiR`#w0h z?7SMab?eqG6OTLdJ;#KAhYt?X<)SfPLVJGdJNv+_EC>n zZKPAQ;j8>N9H}Z0zq!pr77WJCj$wC(i4_;*3{PCGutHtyFI#nQs$d7Er?)M+oNGaOtYAdORymfmaN!m%clU@ z$r%Sv)B+Pv9p1-B zJCWS=K{Ulkn{WX0q?+c*B5Phk=??x{8wIks=;cc?D;G8lzO1bDJe>hZt@s-^)KQzk z%2fdH5xh|_u>-QXuvR3r=PlTc<`x#`v2}aE3o}oAM~@t@=puCM)-7}NE~vM7=Np*~ zoXlBBqfIR>yFkF=@dJejqYOM~qJN{l-%M<5YzzrYIsM=hNtFe(06pkhbaUpQaPPgP z$c~Q)DlS&3zP=$E7!%RAQog3+h5ItFH^jk5JO^mLAA`>C8~Tm5_dK@ot=qR_2aGH# zn~56Byzv0zP~=|0&0A8UJ)SpSYr%9u^^^ZFBvb(L3BcZo2S`U)%F$707)5pX?m^Pb zbL!}Z5=lT)qaXSNqMPj4aqLtFw24vBJ1EFlmKmvNRoj|8!zz@92ZcGHw!T-1MecVjP&$f*zE*GzA*&U=O%mCa3I}$7pe@r5L zm>g9kfdU3-pEw~(#>(JAA=we>v1xL)9hOL%mN zmX+Z!^D&{gXE}AKC@Lv+fdF96k%)elajl|4Lvh=-9z?8NV=6ncd^j?y5L&mLJ9jRc ztvc@VV}~rCoSY=1x3C`spqO_;)od#C*r4n_5QN=9sJZTOK|w)68bfTaf9dT3cq9Z* z1j=#6)44a<${ezAoYORirPE>|ol3)t$L+sEp++?rERwRsoJ-c_agI_+vvwF2e zWN0W`vCm(_Da3rjal{BWTH!+&ZMCtmvr8Stf|emt!ZI?~<^`!fVdB`|an9`2-J%Ti zJWHXX1mi|lk#|g?pcnY!efKd>piVy7XKp%24#wM(4T8M^$^H+~d@iG5qG9Uk>9L9P zn*N=}7LbWN%h7_Vu^`Z0>QotYpWS?nY6#I?7GNNQ5#?9DLKyZHq%1%|1yey_>biZw zrN$ zXgP5Z@5D-ZZj(;%r5U5d85K z#jvRuLBu>ENRiOBiF@hu_ZeG2{pZgIr_j@nO~N9?v?o?lLr}+Cgh*Blu>Z zoTXTyik4`;ZK6vA&}15??sIZ-!UsVVSf8uvHLj7Gk+ET7Ixi=Oi-6N`Ku(~en#LMlR{b;%*Zf@ z&``kOF(z7j_ACRTT8Ui6&Mo%$+{B+h=sXnsz>B2ykSS!WBWNvR)iRucycLb2lHMtu z@}s|B$6*r`Ja}Qz8ie98hvfmS(%~S0eu1%>bQBXr799l&G2Y=OWN?Df0EN|k8$W%D zEodt*r=ysq+Q+9UdfK5~YcpM4OT+Kzz-azo) z`v95o^`cy>6V!>}^+8eclP5ABcfqWoGtC0)G?t51vTu9A1zO~)m#J%-;eE^#U+?Sz{w7>RnB?AMglAX`boKuNy_VfSt?G)FPP( zqpg8Kq7qIv=lNN$oQYoW(^T<}L-WE7R&)dTd`H>`*B8#CkP;!L`SXTzFXyIaCy-Kz z$q>{@_`>j;jMMt@qY0$_S6{z@HrMXI=QC3Lpuhhc`91x4uVVoS)WrR_mGP4*bf`2G zI`>LE?ku0bXA-Ium6elGgB8yX@xTK)3LiGHqrfOs{Y(!PPyVhj1BFgDSX7m+c*m|n z2uy_4LZ(&pnUaGN--%7MaeSb^p9z!J#AgUM(9@?+G5TGFsWuWmL|a7#V$MleNlc)y zi-Fh-M0zQz}4h2ov3G|%DUmY|wGPqGrt`s$<0i)Mx#1f2WP=K(89XNCpId5AEB*Jt2v!MNX|xZ$jT#;p8A~KhB8Z_1^sAY0+JVAj zK;eL2_(1+Kn>lO}lo@Cln&##L#07`P(uMSO>a>yd__w$C-PH7i6sS-bdZY2X-K~?- zM?@vT9{bOZF_Qa$zkwJzLH7`VN}5Xe1s*+j0!UJiUbn-UC}yzo;Vg$&P&Nn&I2J;6 zsII+jga-i+IH4RZp%z1;tpHGIc&Nt@F)8BvD*Y5yC_d*QVysj3i-e@p3AUEleKE`_ z2UR(8-Hszi4+^jmd=AQ54VZllw_}CNCZ7fHR(bv?*O#PB$zod!cN*)+nHw2=DfDo{ znvsnU5@iaMg)_=EOu#nY_V^s)Tf$Q@CoVD+V7(i0TzF1Imxtk25ylXtiA?iXv{-Ws z2sQH8=M6~Xn8cx#BZkT@iP)BPPdhzgE$+J;t)8BaBm#UFk{74!PXMK z;Hy9JWIA~1B7;c-dAu@AO&|c0>pV&&@ns+iIj-G!+XH3<1erP1xm2^4$~QKjOm=I* z`4^?Y!wqn;L2H-Q6VqDxZj~QqXvP#8tdHZ%40|Rg;;`M9jJTuSjzD>=P$_Rapi-}1YpGV_hfq4?bwqovV6sR9kv+?ZqGvI!V z+eHOt+-ZH5H6RDPM)?3?77mWZ{M(x=`5q&8%I1_{!q>enE8}Xp4cY?YrM1}C)Uptv z2tP165dsI5bRwz=U4hJt#% z=4*2F4Y&>B8X(&EnKNhNs$d9_*hOe>L;0Yon0UeYJ2W?$(~*nRFi4K%zp7)6baY4v zBUp4a9;aD&E5Cjzb! zH4EBZf{h6x{Fb5%Ib7t;+2rS$nR2KW$NGNNf*V%!_{pmqCmn_c6APM(510*Fnx zrbT}@H!m-ISc&yd=9<~}{hSnr6DBAmJp z^ZYTgjxtqnCw{2Py_v=w*_q%H%z6mrJdcGB3j_#w&Fm+p&0oSE&%;At1@kr36gnSY zUy=D8m;WfA#MMFuByF#*z5m1j7yLqzIF}~$__fl!=1I-L6A`3XWBZaBOuxUq*X`?a z#HDhxBU-+GC4Q!<9}n*m|5tl4@;=%AkVLf*s*A1i|1uK4zi6`tI$i{1FfxKU-l@CK z4>;wwFlNTth51;?WGc=cV6d00_nR5siuR8VBhTfS{cw%_2qk>*Lp z#!kJ62d$x{C4`v}U^t@qh|H@jd1h9&=g=W;puf6jZOCpGa8oV%-43KL!2{mzHNJ%K z;Sg+*B`Z#I(Un4H%fbX4*wSQRs>POb(D9QjzCNl`Ik6N5O83tH>w1^C3u>+KFF#50?)EibZ{lUh>6g;VLuR!HP zmdp2>QwC$gfIJ8N?nrVGto`_HFq{D8z=Z%}m87D2jF{nI8cWcA9D|P+P<}|k2lNqn z`WCJ-LWfgqdP9A%wcW7;+3JX?hMW05|3`z|?d$Sibeg{`rO;Covo+a~Xy#qIE0%6Q z_nQg%=K76GN81OjQLc&iju;-Wo-m@blW99Jn~*8F$+-vJ%|F3r5W^aV8-jy_>4}XD zKcSsc$o6vaTenvHwcs{!ah<+Nc3~}ZWNP9_#;fVj)r}RS$>~Cogvj~0Vr^tx+$yB~ zO8`aS7r5fVJr=j=;v}Eoo62`yMeVM}*z&iMJr_m3b=0B?&}*XnLkU?y44Yt14!o5~ zP2T+hJLEhTK@g-0lp^A+#7YqFd%|f~+nk{5Sy?W*f*2+FOq2@1FyhAo%L>aY1D~=R z35EMwp%6S=Fsxg9bL$F(N+oI`6l_AYk)I&M4|-0XXt>cM1kl6j1j}+9Q!|=%QoIRR z#-2^o2;(4&ijWD$M&2F#5M_i?16bi4*mDr-SP&?XZm>gSv=IAL@<4hJAdyvdj09Av z3ym9rSJlx&WkQ!D+Ah(N+FooSo<_8m!C!r6r?MKiynuyP(YmFnNhfFsfn*7@G;DIa zu+c!fg`+XCn4KDv?^u9IKtD;HK6v`x(BKkkdU7}d3BMai2rao5suh77_x(iCU66qg zl==WD3`E$6CX<<+U5-T|m?>-=%SKkc;u=F7)=PEn_ew%H0;Wr~IvR+u%`3jwBXZQL z4Q7#$aIBEtx`(ka@!*3=TAF`8=#2<{4a%I@9D={-#%ONt3h3V#0lACOeczeMQ6tHD zy8{edmvU@APwW7t7X>l}l`!()@DLSl04eWT^`1$##rlXi5EV+soBJ9{M%9-*Hor%S!k!V0~WD_ zsxYEaXwAL*~@?zpr?l%|9xuGAI%Tx1Ej&IExC%vz#!+ftCUZ+g)lHa|~`( z97Dph(Ne?DL*zJ?hn4oc+RrutP1cc<^E=U#6FHoMd>v7t(y)XE+J<~ImxKT0P{JB- z9eDKinMr><@X~E*%!g}y@icJfRj;-YJ8~0tOpFJz2sqhl*KNRpUsbwd;(`sxA7=6% zPU!I`8@$d7&TPYw_UQPyIx-oo3zyJi=?-zvU4TQSX1keNO)2O+u2XuS5!HE#7)|BU zEF{yRhs~DQhcLg0uQsU&OQqoaRQK~ZKmIDZ&W+n0Cs}xVdcHZja)T7KaE^~t3w9VX zBpCo^;Yf6JTl0>s$3Q3tICge}1|z#&lej9PG~s}uy?bK{fu_C4c_o;tasgwAIRf4E z$o>L$uL(RviUPRc9EdJjy6f8|=au+?SH!4jyqW9kWxjRmo<4g4(jpMN82m~+aJFIt zrPrPTQp|TBT!k~M7Ed3EURDns!Bzj2A5 zFI5W0nH=7caVX(hMX68PbKk<%?gd#yNNy`^W|7z^H@!LD46tY-CF#5^Skb z%(y|W7Rnj{d|_f`4NgltnLEM8ZZNhep}$v{X6rqP=Y{#)1NOTn0rVTPZS?@-hT#7~ z+}BL+a*?l+Fdan> ztb&yz0z{}F*b}`w+joMWBDPwL8-7c7LSO!EUnGv52#&z;ZZc2i?gN~2+e8EfcWysv z@8eVCnPzk#LCICrZ~BKA>8)V5A+0%xc^9Cx*xX$jOT_=&0Yu9c^3NnwpMYQgw*x?Y ziD6Yz8B^rVZ&R1JJwAmKhbqgq(kY}F?p)festnjqauX0?POg#uUzp@DqSifvofipT z(08k7rYQvzSLCaT4$PGa0|YH7YbZUa^*)mI^4L*w_?rlk{!u%~tQsNFPyqOj9yS9eS(fzh;}Zj$ot+)zaRDVIlM~IicyKHOq?ZPC z!bksXk*fZDFa7L+V}A&Z1lt`kT5w4ks}b`@mZc`~ieTnHR&u1LM|ey*c7hAstgMrT z1r2H>jxl=l?P!{_c&>0W{c2(iU@pPYQl}5^TA6=fYYdS+3>n=ctqBapPD#ZuB0v^B zg?77=lxdI#WLEUy{@Yi*XEEnN)YG7#An;CRNxukOB=kS}YchjIkpcJhVq(Hz*}?D} z+_NLO!+}Txm?MKPTMJ#zQ^wO8!p)!<0^y+2otBJ#Hj$cs%>C9!^jKNWUFyWf2YYQ$ zR@O#BnG$XfqwcVQ-~hX*d>;ciOCk_7fCaPJ8Lwo3tK5xpYLLY4(b)o2Si5q;&}FJ@YaD(PbH^? zYT&UjcXX89GQI#k&*DSMZh{FhY?wVJ0S~8Iv4tNgSez@iYO5IB*;x7)X$GD|FdE z@B=y;Y|xxPAEkf$qVx!>d;3~QNJy>eAV|Iy0I+Z_>`W?#v`a^Urr=bik$kpDy&2>C z#cjU@+fz6?0__L`(cZFr36uhhN613p4)ITS`V*SLNADRv{qeyijfA39u?^&VeyvHH znLd5;-;v{h;!uCj$l^>AB)pJ>gw^CI5Q-Ex zG73RZ3Z^|u(G8?T)x3MIo@`T$HccW&@A)vco7X`-vo{&82fuGIJk&;``LzYweH_I zF|;JaGh%td#RO+Rh2iXz6#zIFV`C4jo4CrXyr`DP>>{mar&&4Ma<1Zco8dXryxs3L z1jEKIxZhA0(1L2hqLGDzxF9ZQ_Bw=XDQOBPb*yyQq@eIV``oy?-|cMWj4SDb`*G+6 z#txsFy$naivBD@+^E%-hqmg;xAO9@Iz!|k;Xz`zKp^yJsw3*@aR#?1*^f;esW`~|W zb&51ML=mOPd5@A#Mw`Qq7#qi6);O16?1+)=4lluy_a?W$=)}4|Oi3w)EJ5};)D}^_ zJGX{6!fJ%u--Z%SK)1-b{hEA)k-2h}96E?^>^G}{s2^U0+=v+3Gmv`}NxBhZD#TC$ zTJ6Bs6X=F13bOT;uiTuR>kULV47^?T*ZuuKkyd*8Hdt%O>EK;iJg4cZpjo(EzRo?t$Dm_71~D0t5>g*1J_{2rUP0woM~%q zMYVMK-ER<^+wx%FTC_TZ10*Mdd3u9GA$lm``oX+%R3Sg;UW)HaS!V-RILYHcbye=) z9%Q5|+S=4exxP9nmc1GoP}TIsLe2R0CVUbWSaekfI+naJnbzzpU(v-mb2ztJXk}ASFU^@gXyi0ug=EytxiCeKU z8MR7}x^JQ0MF6&xBMCkDFUH;k9P4)N9{wSvnM#8UDGf*((0~XfBpL2RM1_ng^Gu~l zNy$)#l#I8j2$?mKp=8VyiDafSWc;t|uD$oOzwdp&|MwjGICf7D_x&5L>pIVKt#z(5 zCWaWB>^V@If%W?Z7mn@-n+sXTFU(s+lo)GSiJ=+V(+(@HH(Hgt>PdXu?;+=2K5 z7p&8CrtPm$#FaGANuufP+bc_>IWi(8XOSme^+H|b&Jg|egm@iNaRz29?pBXF@Y+C_qQjp{Pu6Wh9@qfzd z;?p0X<#jW9&cO?9-L`EX2uzYEkQy8ZV3zcHsu0*WY3f0mC}Pc9louPxdnA)2`p z+eeS=$9Z=Ogg&X)iDHA;JQKZyl+#uy=;%jybixaOlOR3BrzBPH<`l?s*&vCF*yNDkC#_D&}gGLqb>oHiX=#xqvO@TSs?1LulPPx zQTqXDwDU$Z|2}@~SRs0;2(lTPcDL-z?nU)bMW7pV7TP?w!3>V%qtJC5hR{%dj9B#3(hXm{!e}%Kid{D3{;Ac;eY#}pg=a?Wl(grc@YB$9DmQbGeqE9?-jj0Pj-1h$H=+3V3fA4z zyFd|y9?P~9B%~>^b*QNkFU2-Ss3HF35@(yPA*nfyp6}fr7m)Y}-azABD`>y@Q1aXW z_XFT_6$A60esC6@2juaY^NjYmo-u&)-27m`x6DaH%Vn_6w!lg*)r$jqS zno}s|(Shm(u_gf zW$lQY{%7*)_TR~?%G1>0YY%J(Djr>W{XrKWgiL5Q8t!^9v)K69F2u0sd86$b-2_9?T7B z$B}`bM-K`C`|*5&bx z@x#bde8smJGgRdfwBeDFE9e!V3_)8jY2@MIvDNYf&`4do)HjOW;dSZ<0*6VRL`5Bt z(ZtF|O%8HC5)CdsVHcI-yIro4wshiY02&y=q?5q6p0zwegy ziVtSbk7`Rp8~FqNzOiSv8!nA+Kym{0mJjjth7#?bn3;c>4M!;Ioj83Gk7q8z;lkeHn+0r~$fXgW36;&qhsG-p zhhbOfv|fYWBDOo%`#{dhg3=^O?ERt+Eu?Y+FHLaUKn#cqHfvyGi4&FrMf}q>CKMVK zjJ0(99zR|OO#m9XD10F(P?8Pfa^X5Q_aZ zKb;LB^Nz>PCBj6UaX2-Cr>=LtB>o`C*ysX=EG-w=srwg>GHMX>_#)8jKwk(2N}9Ft z+(>kS*l0hFqX0<`PW75$$_pj~Yxwz@gpVc`S2_Ho_u~qPFD3d*UqFZ%JtAyN-n(Kd zUf+X+D@looHuh2|j~uEw8199J=U7ftg^go&2!5OdwMFs$#J=Y!7*dkeY%fJ}vJf>l zblLZ-^8phvQD}ak&|NY#f&x?}Py}r~R4evTo0VgK6Y)PWgr-m(^!Gzxa)8SN=$&|U z$1v_-i$VTPpxkSqo6H@+@%}??S1_56fUcj%5F^dw`w5-b0m*`m4JMYBVOEkQ zwP{G4i0lL^OuyHC!!Vp6awyWz1h**keu<%P{mzOyVk1wKTqsgV1iU;RO^=X2Q5_x- zz-R%&*@gHLG`^~%ee%Xd?yJ36N;ZP5Nb7DBM9p(Rv*KY`yVP1FJ-Rm2f-q&(IDzHG zj*X2}`Vj~$(t`{7Qb7GJelR$wkkA2JS#BkAU}AqQ}k z;1S|;JzIdb&rlQ~Zra#NBwu)USrhv^(LuQWftIR(kdSiZp`!swiekc`vC_2kBdw5{ z)n_Cm=04|zGU}R-j~t54Ci~B<%uI;!ZyafH-JNT02=yFRQn~=%8JlPhnt#zwqC-D) z_-;Gl5Qjz(!h_HcmchM6dJF*@3_IoHl&Zmb&1Ah4{#Z8$| z*I~@SL*)ERmJY|08>4q0R#B0MZ5WwuatQsoaGbrPvt?ta!LoC0JMh-FS7#jxW-pYf zJ9WNCHMMM9f!xvugl%HT1oQ?(w$QcxtyO}+aQNa_2HoF7vRWFRns zUEgtrLygg1KYc)nAny*I3XsIe7VN1H>JugGs)r$uj7r_p2-6Bw<)mW~2Dt3jem8Hv zMg${ol!Rt4 z>ojQ$k%-rXZJvH?;;kl9YsB9IjZFG;AqFOMSAhRRCn<+KmUL=B3C@g!R}p#uB2LF* zChjm$Qt*Osxcm6dQ`CUOg$b+$i88twmP88D3YS2v2$91PdqvbeAiaR7>LNljaX>?w zPpE!qC)%#pRPPsa`3(FXN@hZtLBCo`3rAi?s0<<~fFn^P-Yw+?B_HWgK}vmRPYkkL za#XN6mDKJ40BPCqY%XCfFsh>=)7lS3JP75r$UkuQ+__i0$ZJf(+Sy`z!bN)W)$B&v zH{H1Ztx|7O=vY@zBz=&DBLQFo&rEHY*- zY-lMMNsCR#Jc_86h_($n&-1|9$aze1aHKcD$G>r31-y?q4JK? zPT?i?UkK|UD+v{jjf^M=l_y@@8>Dr&Vfl+vhcqUU%#Y~yz}&=lI)iNiZ88T~4ZS^= zcAoclO>%18+RRS$sP3Rz&UQqANrZYKI^Rd~!q$Y?sX(#wZ3?7KVA9OzyC3&Q`Cc4< zguc#dXP#0+uJ>;v)yRvWj5b*d{x$I!dqYe-)=d0faBUgkuTX290^Ic-6-`D5OoFze zO+QT1anY77Te=4fc{N6Kmr3BGp*mqbwRbC+L@f#bJnVW>Dw5t_NS@fC9z>0XfjA_H z9?P;>UlJs814!>_$X4j)C{lg4AvQ<0b)vX{GQdA4C|e4=0=Ps-p{|Fx1dZCbh|Eic z){|}4MY%lxz>)*0;o;#N=#9eP5o@Bo>Qq?=qvgR;6d!0_#}b??<> zFW5udL8eNqjpWwUDekXHSV6K0G`xI)#7<-4abzTE0Kj?v=-_)d802?HLx`;LR(Ae6 zuKUP)u@`Q|_ulUXc1YYI31|iP1XfZ)fBHm?Wdt=Ko{>`&#orfHXEa(GXvYO;6x>lT zDEj?G6wa_hee^crEV+^Xt}Np7$72J5^6v-BN1n% zNP>pj!>iec^nsJE`0IhSm6b2p46>V%AzZ{(RW1=G_9mbpNs~kXF9)q-7$M+FaBy&S zKIpc`Saxj#a2CAv7X=~LfNY2K>4ZtUE=QZxUlb%@&tm&9ZNSi^5W~xPgtCa>GDzCb z;j9J=M=be>yeeSJ#JYb&mnwalzoZu)IbV#d=><|I0^Oi{flQKcc+7BwdrUXE!40%e z=sog@c@ng%mVXow#5Eh1fq~W2xShxFbqK49y{4q9x*tkxcDxnvPmu&0$!Cp%kl-bH zHNM3?-b`BB@i+)W3RycIqtU7mpv*VJu2|Ae_$6L!^IOEdi;ND4=NKjCQAFs8pcQ?f zAn+0Wr?Q&b9Lm&8>9F8(=ovHapb-;5EYQV&36ij!H=%MNrthOcEg&CBwL-Ys zN00b*pP62OTt_(&kQi~`hx6(JAg%x<3o*O`HwM#>M1}f+2^*w~@NH!#td-&L)HL)j zgu91OocP-Uw5KR2%b@Hpw7PsBn3~D1OB67f4 ztyhym{|V)u|Ge@@7c#{QBN4B?y%i{!um#61ZtN9;;1?hPC@8)lH+Dh`QdtU8qByz^ za?iC`8$PiR51c2H{^z?DXq+ycsqvW*bR0P(irJW#;Y z7eI;N60R!LW6zz2ED2TWKB${Wu7=~H4Q%Z`z;s5RqgQcp`CzXRAd^U;E09QEpMquc zKHMS^%OSCqhx&qezClMcR4Q7)@N)nON)9$csD(>99)LwrGMosIKI|vz!VF8Dn_S}a zki3yDV`OJBgZ8uYeLtnckCjXafcEzyF^wiYj)0RZklICek3abS%KIP8XPazI9r1ZV zGWPe@HIq=qslp|&spE9ggW377w8X@k{5Q>-C><_`~K8>9*_PaBJiNdN^#P%jq z3K(syMB^aSV4qF}G0cZ!2U-r7&G_zt%A0hJBRks%s`1UzUuZVqAU?!!`xj_vgk2m_ zOW^68YAw95WCGnkg!CzOfBO^4F17^=6!3M734!wP@gw$ji0#J$x2=S*oBgUm;)k02aK(*L4FD^ zHibinZoZboHd>A+qe^NeM@GlT3K1U^i*UQ1nyNC#rFJFG~Y0R^<&z)~f0rKft=u7}OrI?FU+k(U| zv}i?@+&HV|IoQgCUV=A`Sg=HiNK688ieGYCvYtZQr>~YY2o{|O$AJ?@W#}9`R@}6) zVH&#g>wP67b1BlTn4W}SLFJc!Pre421PWN?o7a4Z}4Xa!=*YanFX;66>GsX#{-Kxc6{5W~*Je9+2T>%{cU*T{HT zuVPz~o*twDEEHbyZ1mrQY&;DD7@&Xr^TfnE`T!A8$X!=_?`8cVIwm&uhGLd6rl7FT zcp@_<{klMxh?xN(__nRTp=U02o6bVbuJa%m)Ni%K$B8mOV5bEUVVgI)GaLDF`yBX* ze#z9{w1XgEkxFd#I6LhcxtJMv?}neB09vc)I|A81AGd6HU?L*;nrY)GU*a-{-|o_| zk|Yx@0FBN8Y8U+biyDkr$b1p#USTb?5+_&rdDpewdr}C2g$#u#2gu+^cP*(ODxs!lg1ZWNPMkEbJnFEONhAtQ^4gb@iCumFJ;#sCX zI!k$X*Il7pm*IKjJVerA)W3Ma0xV8eIKghRE%5bK4cf8m#{2bvrMk~jAAcyfL|C8H zW>3CqdSG}!=GYRY|0n3QTifb-`x|HU&@oI_P@JZ^U(vgtn)Rr1P8^tXUp%CB0Fe6a z2H=&%e8CG20&({=IybjPUVooDzX2=Y@+H$BX?*f8Q1L~V5YreChUmyob~=uD{BJz! z`=}o=U4Sl6Y3idV$Q5)vbhIzC5h)m7hCN1YZ$yUphCs=H=Zkrclpcm^;t8ZxXpTA1 zeSZXYt>^Eztrbl!0)+&tJF3SO-}4U{o0q~eBU_g5bxcaeJi z15~*SP$U4SBH9i-w3qnEsC*ESwDC(2zP=<56fUcRuas>LDgb;abPU0A<03nmCBD@F zZ1qk}5MzT4yGqN-yfLkYB4}4zA0S3KoY+?u^W8!tVEi~N`UEnx5owSOyhPjCn?^Fx z19VFC2Nl|n1hvSBcgVzvJ^9cGg3&2hDS?t=H~1L_ujhqWl~0XJmrFSf%I2c)dkI(& zd1TuJrn-I_4XSS*M>xNOU<|B}wSO#eIRy5Sl>|;7{rhG?TVW zr1$8^K#ukb5`Gd`i4G8T*1he;(AX(YQN+po#bn& z#`94?dn4I-ge-M%aFERCH9ov7a0S*Y07yA}I*Qgshzc6qR}e>sfQ2VSS%JYIh7O1j zC|yW$%$QM?O6tG2V%QZdfA<_!T@? zI8FJIRsc|im}4EL@SBKbNb~q6$E;*N`Ha*$dCtxnWVGl?YeQ5eXa{;X(4uq!6e8wr z&4s6FvAT{u2V0s8v%y^47MWy&^%&{X?UPPQ=`n`{77q237-y;V?60fs*!^yp8^Uh6 zJ-e^9)eu}9uw_Z@Od-u$;?9c{h)5^kF8I4S+->;(4wz|vY^*Rh0c>HFCKLYVTC89v$@swoY2Mpu|`a>{m@%jeo)5WuAFXp`o z;6_;QGk`N73vB~PfMRZ)?O1J`qIeR^fq!U68oWI0!%;d#%IKo64b2Mv#yXI%z~G7| z4p|`UO(GqSGM+cId%fnQG*mNpT(%l@hQS#JoopC39Od2gK0x#aZZYHOQ+4xeQ!wkJ zn`Rtr!|Xz>dw_{<2*en_+&H%GkewKcuOCVt#H}pA05T-a`hyY?ZvcM5?+YU`YrXt# zta>Isi-DqPt?6)T+wswE03eZ<%YzplQ{t-K$K0(Lg9FzJJpltIjJ75y?aCfVlQ9{Z z#u!$QfQ#9ym_!`&VB9PAY5ct53k*zZ9-)muShRxGB+@M+0)WDXIPC4RX=j6&AuR=x zD<5K+YLVhUBrd)*?Sn_a?#L-f*#N%?ZL*m>M94xWigd)GrJZD?aNsgTgo6lVKhk$H z{mibvX%+HzO`WR<{;fyO6fTd~iJ4XMy>zD2hfw!WPZke=$?x#lK5$wnRG*t72|p=S zadZ&`1`1v@VPa5|-(NNWu}+(2yMOta6&oX8u0i|0JX}3HHn%CTDjzn1fvJ#kYN)zhpt|H(*dX+BzX%!_ZXKdGJ2=5II4c(^sN1#QIym*U146u)kY}?WzH!`|? z#}3lQI%L%Wj>HSUi7 zAI0!lx5+A-v|rCKK)U7=fY*i8zmxt2N7%P+Cv;v&G76sVt6TGr9SYq&h1SC1`JH&nc7nJ7!6%7QWsPjmyX4s3<*OJo4*T84YUu$ct*> zOvhj6=WfAImNb)T%xDQvx+R|x5fL#j2OWB>z8H}yIlYNDJYlt*iu}{XW(@14xF_#| zuYbU&8EPU2TD&*rlt!9H{cNJV!aBJr_9KS{5bF~nF1#V?f3EkW8<~1V5Z;%{AUEJr zNaT3{AG}emz@tn#kb`X&{P{BIp|~o&k_7uFlC&KReLMNUGA*uDg36#M7TED=tUch*GC^iTnNEPDLBej%Pk}fCGH$r#- zG|;Nq3>J!FJi|NYahr`qVHJ(c0+snIke#>iYM3a1VOL0e#HSONbhzRWhkQDLQA*Y` z?sjbrlHf&vh>=nqDe!Q=KY==zOos^&Ildg{4FguU`LhELrUP7tDGbiI_0uPykzq{2 zoe__DL=5ggQvUg11_r-tdJ}qd0VVs02VS-WYz1cFT7jr`G8#gW)hy{iqxfxfA`>)y z(;R}p7ba!%V?HX=p9kHhgz}}fb~zFVSRW+nkVgK^y3Y>g-mC-pOJpY~%H?V0ONfRS zM!K?^@?Hj^K`&cpzx{LeY>wY-1SP;Kq`zcr5k(PT7X=&XNF>Jb*!bQ!qOohXoqRcq zCXQ97Og8(+YW9Z-NgRLHrV0*K!umtng{GhaTH>P%M23beiTGLp;%9}Vos1U)XIMZF zSr0`j8JN(M!s$7Sn1tc>_gpw)Cz{E%9^J!GaFJ%gCYhM;o-m?VNa4R1cRpZOSAXpW0ip)Hp!ra^ z9stb$6nH%Nvv<-XM4pcv4yF)`f%Or)O}s};Tnutuz@hG;KDu4M>waN<>~$R&wJ|Pn ze&FR^l=@#Fh9gj0({}RA@RG>PUYdC5X;S#3CL?SNG515+u81QOMfEMfZRBB)40caH z;y#%r1oG?%MsAVT2au^GuR=0#DIg%gZP)6xYwLfQ^YmUfxI1R4jvi61}}8W~QcV zq@?sX%js`WG7yLmMmeO}v#k#y=@L{vgbBklkjEm=B^_097)l4>8hJcuqwjd`z86!i zv)3&(DdF@(iOzNFpBtDOjB-aN4N#sIbX)@iUMh4~{??=mTtJ66SP- z)g>*OyuQ9ZJ}*(C3_;^Ua9}w1zq5A*01cmme2pSFN)*0$vF}tU!W}y7Vdql>g=8YabpSoWry~c^BJ2Y`JGnXQDSrQYz})mdVY#l=+NB|bN>N% z^I@yw-bIs zI5}iq2J4mY4hArIMtgzXK;9@FDx~Z$S5}LmN5R;{!H%5-}Zl_@g3U7mA)5J_;ymA`Xf!fbd(2c4uPh*_+e` zs_-3s!x@V<+JO6G*tUF9lJUmIzzrthMWmG*FNZJM(M0;taXWWm%x}NO4cey zeD87KYl=myt~@fB{t;}VU%LcKV4+Q$(CeRMe#pvkOIP6i`#Kh@QjuL^m#9GY@DXh6 zl&+{(%p1N^yYyT0?n;+Uko;CRSg*VS!`yUWDhpw}t)ru3qE~wc z>xZ^)-vvPG3CK!{w=Qs>=*uj5_fDNg3q;lb2q8gxr=)E|j$;b;NhE-BI?niR3^fEc zl9-z-r4P;ec>7(oWvf=zKWqqVe$#BvH>W}juVWU=-dIYu`H-uB9wH2C??aelI{v|P zTJvUmd6~tht#WIsm&`00g3amSsova4AOJ-`R>$?CM z*NNBZJqA2&26zXE-B!jeGYHk%kX9AGAb^V{H_^b z8eO26K0ZEn<>Ga54zNwW_XF6bp7_V}ANNnr8__L~ zkTHPbKYQ@y{B*l64FDS&2;$lRwaW6jDKTA>IhIQE(vcyno6;ayR zY&kR4c16ZoJ-7qPZb9P@t=kPY6T+oPdAsCX)-3rtc~$ zm?Gw6e~-LjZkbtciDe#<5VapgjvaG#a!sznew#RB<)=}3*%>HS;n|i6X^7^L>4MUN;v0QOMOB5+h6p& z&0n$@7qIZO%hw&0*J$F2n4a`7zGuH%e0V6mywDkD);We~HyX#_G4l z$AL9f6)a5rNy%>dp^X z?okjqN8Fg>b%gPbOv5a%oLrf|Xs=ECHL~Eyn?e>4TyCPNpx}+JpBj)TZ(hHSi;7af z!GWEA`_-4*Cs+FT`qseZHW}iGP5k^X%2Hz0Now?3%jMxyL}NB%x5G?c+2WgwB%$_K z29)%14xigYzz|)?j?!;+K_3pZFd6XXCJ_-;b@l$$gJSlRgUno_X)GB6Q|mhC7<um7>1u$-9|#dp%yxpuy4E zma)&jeHo|C)Sew>go?>mo&9Z;*SOBd_TCziBD;2@=pu2(W}3Wudm*(PcRFJ=rJnT3 zRl`$P|GRp{2J(4hEAVlf4QYj+e|eVL@$BxZNNrwkUn@(t#Gs6v1a+^h8&`7ay6@{D)!#rir~lUCb24rtED=ZJkT@0!9AB#Q2j2OWnKa?t~P~HI72o9FJcLL}wyJMPW=j+ps~Q*O154#g(KSYx|>bEm2(E8D@fMHtx`i62izaV`U;vfbSe zF<4!C-H8Nr$r^|*r1rh)#f4>E?kHj0h_^t5{0Me8O;0cJOoTgm-U;a~CTU%sGozjs zmW{d2X%9Tc&GLq8k7s|qCFzzYM$KaEO#KFaWz9M1AAg4461W`a#I{bXWtHHS0jPD!#vD>K8QerpvqF~I5 zFOunQnVHTkb*Is2`6rf8%q1mT+W6dP-G5*9tex0|$d#W#c9&A*J~dpYeDL7la4N;l zK7A}EVbCa=+urEU=`o1o2|bmj;Jn8X>ZEz^Mnt4Q41{EVU;c^Z)a3h!9z#X%kL?R6 zYE1y%TUBMH7L67SIN#+L@1v6|L-yFy1-ib4T94rKTeYVbe6r)1gQeoW_iFFzv(NXT z(Ooy+Ez4uPDx!9`y&IIyTsur|lH3TkNe5AI4U^y7$ygUorJd_@1^a2I)+Na*S^uqwhmxKb^SIJ<;(jz9YE#M*)PyQKt>pXf3$&T)M$ZCEz8me|K`_9-X0<&m_!HUT;fHoGR1H zjPPRS&Hwq^e(-=O`tJP$(4yF?jAX;dt555wPIOT%FHI%K*K6ULD8@PRtu89Zs!^iZ zbs!I;-0sSV&ZmY`w;QTxXer#|&0qU~+*w7jxKp;1`@DJcevtqT`l%Z7i6n$7r*a?1 zCk3KOTAjySef!io`aM&W$i6n^-aNM+)~_ze7f4RwK2m>XJEjVrjKdSe)2jq@ocMe* z`F)K18h>0Ot&x0x-O_5|{OLgz#s^3p3f?%l`c> zboj*_zV85?wSj1rWeZSZ*JwA6*&p+w9T2TiVq+EaaGYc;0OAZZ8!17O2{E zF^>=d+i2w#5V-bz>2=+;$E|B{Tej(z^_4eunF__o!FQu^KVAOWgmv1VXIs>Hd#Y1r zMrUTSQ)U=hDJ|uyG{lh2EMhy#>Jw{AH>vP@+B*iXhL(b@Q_0~qX1A>k$=oGoW znSq%pnT2T3jgF2Ek@3t=>J1j`29zoex}}!B}F4`E1HhhvUh5GrQ3s^AXPrA&f1t zG4zY&!n3ItFEWcj-+<1UieLi|=WnOZxF56M#eGySgApYKI=+3I{d~!qXF8lu!t;0O z#dr=##+zMgLlP0PfRQF{o?m~aG21=?HarhAKf9T_3vd*aP0^bSQS2{dTr1urh zu2{)f(Y38zZ4aJf=l&|&@!>nv&g2j{oB!LyQ*XKKQse!1(;OYbk6eEBvqfnMNd!Y; zW{Z63NP>o3-?7;~yFa^U(piU6y%wnd+HpmA?XNwb^BfSuk+kT0IQuW8rVWR;>xV85 z>Y9@NR~R#GV5_INSUnRjh1+;wBLDXXJJbSK*TW@rl{g8ZnMkCU0)?Mw1#GN$6i@ z%(*DK;7*e2?>A@t;?J$r4ahTaz8oF0bNA(k3n|}gANVIwQVsu(ln7NNiSmc9Ok(;Z zgBVxx3mVTJd$#x8%pI?V5BHfEf2&>fS_(7 zM;k)RV{ETROfl7F4K!Kd^A=rw6=+TWKWJI$y`45z>X^x)ZLdNTDhb z)@wlFDOF~+cqBM}c2*>%K)B=QcvLfEdRx6>-t~I*O#P7|r;Zedx=hFYapnx8z)b+d=F)ygu`GMD*Max+Eo~7i!YW&)2RwV^@i5{m ze<&B+Vxea7RmqJ2lC1_M?BdshvNSa9UUDtu6id<@Tz{Gs!Ne+&zw9M*7y@k-pS&KMwr^y*^W1MW-Xy) zAKqJ@ik7>8@bDy%&^gj3aA(CibQcY#jO#-Z7HXVL-4n4gjBFeb?*H`4N_q8dQ}z9L za67EdR-!BaSN)lYuD|7~eU<9Ycr?`dzqeaq00}o*zaPWr3v^*=Vkxt!5mvvPPR_ke zz5^{vH&W+I@$Sg?JXO58g_VknFynWHeS-@M4{^B3ld~SkLekTgtqY(`?;(j1DqY4C z@Wyi7hH!fH#1|#MJ-&;TeKZf4TgzxMR-?Lh5g%VbP>?xLt&)e6#8wi*jr+(`wn%8b`lWB$nyxhJ1Btwsd{2`gLNX(7N=@$lm0F53_{- z6s(KuO?P=XJ&NBZX{b{9rBYdSW|V_RIKf|`a5no&vXN7xWw8Y4|J=xOjy}60G^vMY zy?fWZUMwoM9-AwcWuwrqif*~#o7M*q4ekyyvU**|^RZC8nW4vR4_c!Db;d)$tvzr& z%O<)%Z}fAwSvwUXA&k9kZ*E+-^l>92O0@2bxzgJ*)$d47uU`N!;!&P(a&n4~kbDG9 zHXo6;mgjEvVmEpt`6)U!!Q9u1j|WF44*M3oexQ&k*jy)|4X6WHX^-AN-6B1kck2Pd zXqlMA=mfK}UraQI71_qiLV_tg&-D4pfmk>%M&!%zk5bVD6f)$Lg{HlU*YVx@U{lZq zCi=@|uRYDaF}5yZdH2(VCCi%2rUuyOexeeO9@9vE6FO?4>2dzCnbT})@TM96gv`uu zzvSm_K5$+Vc=PscH|iqt32Z|}+x3A}30Ic?I)^-~Q1?twe@RVc7)v_-zu|b)Zaz=W zR24@iO6s(3agdhv(zQzC$jhp8oo#oB&R;X@$s!4_x8Is#Ys&k+2yL2HXDvFM#iRLU z>$6R+1wZDgh+Est+qatH;;)i(Ku>=QeD#y5 z1q$-(%T+!hNy+2>0fB+hiHVz)Dv?x@q-^gqW>v4h=mh&QMdgxbVx3;`olW-~wKNZm zY#k1xyb8Cc59uH;AvHBg&1>kiaoiP2!-18XK|Zalq_pj)4RtY~o^iZccCTtl++&1t zajen5d||{|k7S%?njhv+Y*M&Q%+{!eyK>%G+YJJ<0a&uAjc4*^2Y#WcYa^^w`T21y zR>uIzVq^w@$>TA-+6gx*qdjDaGy-bGaAVEmM?o zNYifX#Li-0o7lZ}y3Ss4xW9jipE=NqCk+pyc4>ati6Fb=)LK>PjntY!;B-KtE3iiG z-*9R}&~8kRi`&{$OX@uOMd=ms^R7m&TPODXcy8tFt^2ttE=jC^pn5v7%z7TKz|Z8xc0Ic$aM{q?WJUG?~yC9{LE@G9QsJ{A&5X*Uz6Wc}yzyOOtsB^-^! zZ~uV<-To?DJ`!{!DoS8SHw(K0zF^Q`?zTH2+f%P12y=Ybps0OO`mfWL{10`Aoof?vT{~16J-I*MYoeJF+((d#d-0Ov2AkxWM?hxPzeKsvr;{xp-fFnj$LK8t4rOjwM4|IChnWopNLLu%5)0hmSF zH}br<*D?vVP1p)mch&alP0+M;HBN4^Kwev-}j+AVsQAEhb@%M%~0$?P8x6)kjNfCeFO*rL2+@~ojc+=S77OL z0+@Im3PD)E?J4bMoqXf7;f$y;UzOu}PTo2OJR}dMQ8dh#rQ z0Q^GKsdMdxh+aS`Sl{7(>D2o^f(<&Olh%;7VkmIpaQCB{{k*JJ1jL}^)bF0yIB{w5 z-ik)+0^}7Y@!-*hdEw0Lp`-yHIK6(yvoi#Q$o9ZeEA7Mnvz1h#o`hgG^GJ786gUKT z_XkLv{exbv(E^b7A#|r2L5;FLn51PjTc_1CPk**CGm9tKJ6J#!Xxm4fZVIHEetg+6 z4XJ{%Kd|L8!6kz`Jd-ZDD*{v_A12$%85CeK^lb{qcp^^9{fY-n&t*DAFFd%w&WvLJ z#kDMT;j6)(=V`t?l1E|WGh$u_9abPr7`qPHW?*|Ioyg0sov4}i4-M_H$;sK+m~2~--AzxB;^hOM^Hr*oAnyW#8#cU6$o7&2f##Lo?XsPF^M!PL z(XXAU>4F8H`nGW{k}p!DeSfxYY@#2@rFXAnJ%Z?{b1xdFNZh~z>;}q__;dhm4FLku zP-Ksj#TYT!zR{)i!W;o5{6sAnC%e`{rr=KdvjZ>+{gBQyO|qmOryoX6ZZitTQ6onK znukZFJ?{tJKYpfgZ)1Gbq8kZJUKO0F{EZ9jS%|? zS_!15fXJ~YvR6);Lcv_~72YH3luFP%1=7dYmUpik>@jrAVIg;A5l?q!3hQ7XiHalK z(n%sMh*PpZ`ri%4Or9z)X)->)zh9(Y??{i5BvrUmb-U4o5ZaXpehH6Fb31{Q#Kh`m z$Ce}?pLv+4rRtC)?L}iAPFstd^G)Ac`+?iLF4vP|TEgJL0?~58BPW%dr{?GuRv93r z>#mE6y)n^NzO$v8q!PVpAG)!j)xnddqf*CV)kQWB1p3VSYmaP9V9ux-+#*sPMbevuMHcr~(y5Ajg942zSSW-L#9U1QAcy9NeV7SX z^=h#UcST1brFM@2Khm;}`46-?+(FH%8j_-RW#=~@@vJ2u6cm3nu~KC(9jk5OPm=l8 z^;0tZ&%1G{ztr}5DJ7cPjARZga<1k~&Y7KY^q92T^Yw_@F|X=2zPjKNDYZ%PFiKu# z8!O7x(#e0J7}HVKUe!6J&&*qt@^XLA308adf!sjA*tpTIBWeLvvo~aiUzkM=F5+Kp z+Mc-J)8V30ZaRJ4X{0A&;+Oo}+_-ik0=^4$iqSt5@OE@y*=-9J+0*jHv$?i;&g$LQ zso0hOXvl}{D~~00?nlSFCx0@B3ln=3x*n7NBny`|7}j0=AV?kA83cNPgZyMLVm;E?$F7Q_ zHWNm>Zfm|~qQ0#&V)6AR%XfiN><8HGVXL$VyjCzTDdt7kR(z;?%d!ZOJ0Se5Q zpRKyIuAy5rf-_#{InYIFxzJ|8y0-EO918bhn<@5}P8%iJhLV@&o}?8fpI>;DKNJNM zH9ySRT2foZc9HjM*G2|G@zi?-`^!Y9ITN9$V=a8GmY*f(3~Lxq@e1Rdvo|+{|Nfkd z#J#em_^8h1S06Z;soed=v*iM4s_$bw_2Tp|cktFAba-9CxzO`*iGlyKKUjs19tZXC z5nH`1TWabJC!Od=Iu<^9dq3_)?M!ifJE(L&=o|N-d0Ax`GiQ*~$c-bEtRZ{q1@^Cg z#@XW;e$~H|djA~PuSDv5J$#-^;*?X#SawW{gDPC$ZMnu9RR$%-`{3|WnL4CG8?>3J ztxNe=vvFYko9Zc-3Qz4>M78qaCuaerdpLCc*3CiG>Rz7sk~IJWz22JrvnKbtk1J*0 zK`PAo^+nj{?6WGdmZv`V-1^rNoJDPA!53)!3#KvWJ#WH?n_-Uqvy|Iw?hQ>X1%PBm z3iTa>8jIPz6X$*Mw^Nsk+MaBg;FrHQz9r@v>Nr`-IBJ7%%3zdY_}e**EY&fu=zoby zYaX(A$$SDiaQ4E1V_W`%FSD~DEl|S|SLj(H#2pftrJ`c1mlA5VIMeJOr*+%RgN@{6 zi+z_G{$e|is`kZl9s5#a2SUlRzJH0n=gFIE*GbK9!BbBx{=EstHm0*^-)=(yEIxZEMT;-xWF6W#YT`o!BS;$r0bS$Wd z>}B@zi@05>lU6i5)TPT`e0OWj zz3APn*^YK8-5c9;ixyJf_>EYYOzaDTq5^(C78{9NnMtUxLaFIRi7FB~9>Fv-8OH zA|`iDkEht@Kf3l%71dZz6iF+-ZWrFM)9`}$p32PY*WYYZbG4sjtnGjaI}yrMnXTR{ z0&nZ#`JwcodpZ~F8H+Dh|HRwhygLa@VOi)`wg^vW&x` z950ag#xr~#kUI~4QZ11U%Sv@Lh@gce?`3Dpm*CwY{3PSX^~$m7@LaB?b(NU|o%#7Q z3n|sP&2N}wo(O?pxK|!yu-G&yO2WZc*_^NjGC#$gLRKByp>a1*+o|$#p$v}uFDE6e zK6Sbmj}A{+*_AHus_EF=c-hOJrrsEfxfCl9|M{UR zNixI*p6K%PZ_q$tT@i3cx{3Fzo1d$CMrV25+tC^8gLA0oMRw;4nU9KA(TooQ4Yb*9 z-$YoY=`Si@pBl0y0tVt0oe{?qLA@uE%tmp|k&`goj#P5$YU$Ue2f^fLIejkFG>$%h z+?(uq3v!p#Rrb>Jx(B|0&|V*Bb>ke~97VC8a@x3h@B)a=_|u2Hr(NtX z>MCAlu+3iVFYj6wsvOO|dk`3_2utY{WOK;k<>6razi0T#zc%>w;=WO3~aa*3^i`12gbH&E8> zsZ2W=6&xeH=rJ@4)F3PW>RngsnQ}_D{@Tg-!3qKFw=`rt>jle9G;MN&-^u4Yl+mG>`V!Gazvb89pdPHxkce8$+XKT9|&zJC)-j-s{z?B=F zS_7^)nyFhz;qMJI$T|2q*8s2+P4`6n_hPn%{mWATU?^X^o;Wj$0#TIuF-oU?|77cR z<>sbXS{{Rv&)<}A&h)5BGU6Jzj<~0y7S?yZxlIPX9aYl;Qo6rhe@2gqy65-yjA<(L z85SQs4{z#e z++(r0fBC@hO6XW14RNa5%@XvVe9gbY1d=)-Y5izNhrsVady}wey!Hgrc8Lk^Ad&95 zrS5W*yA5v?;@vHybobZyEclFvAoeRI!l`DmjQ4ESl{p8Tx!ZdfqN3GmsUJ6i%UUm( zt#c1*4Evl2+~n=|vwBfn^;jM|YJBkO;ef7+>pN1`8uy7*hWQoXe7#HKbC&G(!fCRM&H=4yPRNFe=1SR3v+R(G11e{N+Y432n2 zV-`HUEelM)GS*$IUjCt_je+S^`4*wgGCb7q zQ}+`7WMoF~vKEJLvdy|8L9Ka$9}^_0TlOY?jnT!v+6pVlUQb3@VQ*g51*SCD9l#cA43{ie?%+e`~jcxr&>(lV3s#PcB!nPhMC8?6&KHnb??aY>x`NF+lg zQfL?cRku6l!u6oA&<&;(yB@yI<>;*5f+QJwrv#7fsy_fem(V)#`qZ;uL09P7oWKId zkD321slJ8sNzWsyM6Xqmy#{uTh8La!+7{qFyY*$DPK#g z5>W@&Ls-l!=G-dX@Gk8Z{}~2LWvHqtj@v?n*+)Wz>CL|c<~LQOaeva|E_Zc`QejW! z5F=an?e~9`0ykr=KK{jQNB1*Po8^lS93f$VD`9=;eDl0Z`h4=0>%&hqPnV@$Z4~2= zPGeMQ&H59EDcLoHhb5TbgMXYyo=E!tc+4Qt*c&dIk)^+ycV+bY zYI&x@VcJuh+|QN4D2wNrzGY#@Cb%fMr7d|J?1-m%GftPYi)t3+^}kFfpDPx&Q~y<7 zM|neCe++#`5;ryJcY9$$8vR{;hP<(hslxH$K6aWl5$Vaw|E?5o(tMEYuHT|H4C)1N z^wPjP4WYBmsMd|D898H+9~-6BH%+g?Ox(t&aHg#wz%O7;HOMy5cNq+IwARt1-y9aa ze}Wvz?CP)14?fRQ#_YlwVasGN+TwYvl+HxMZkoG##>5^F8_SIcw2}J@C7e5^E=09* zt4=F9Ku95u*7M*-{oep%#WBDEbXQl~4bfVnr$e`_^!WG3x_K_?5Pc>UAB-{1Y9pnb z{WXowV>y4w`Ltu=s!dhtDS7wl`Trrb#WQx4b5mt??eZh=b|!!?iU(MRLNkJPQ8DR> z-ZcNHk`iU;Ac$Hh1l>7+hs;!;^53+_vFNL6<{Yi|)zYSUK{@Z)pHAkPqM9|q-b z&{-^g`t5>d=gx4K!54GVG3pYMqbw;0=(zl&O1I>cb$E1+zyRuH$SL^+*Z>vxq8A=Y zw2eQgE!D?$g3ln99vnb(;eHa%$O2yHY(udl{(ECREVL`oMPzQ-Qx)s?*}0PkO5U`$ zBj6-e{E2Gqhu-_X7LSP}#X49_IApm)&vkZn%H??^?B_lEO%70YF@#!FoQDa^HndVL z`-r9 z3?F!bgr_s~gyc%}p@`YEAB1kTD?0c@B@nwq3BUESva+^h=D5D(nMdmR>UGKYdGmz! zl@S18mZ86y5&Zbr;{UYv<#92tfB%DHImhlesK`kvijWp*Bcz0oM4IA+HWivF zN()hrqhg9k>k+MHTBMpO9ik-dO=+7-QBBK8t5Wm4uW^>|^Zot4zvubmcV4f9SIa&3 zeP7r0S>NyX=Qmoy3wp+I8q#7)bg#$_WKQgOrtwOyNabnM7YkSQVc#Rm$|ps||9pb; z3Ajo9gq(vl;7rLFKm|#D9qY@{)_()}8{5o7rfV&>6Ys8amXiVX%ZCv4)~=WBJT?OWNjRhSuzBP476j zMRw0S|3#(k`*ws?PuvnlFIc)2xvPhw$xKnKNpo~Ilq8p=fvbSC-&3HlNIs+iPN zCBh29E+K_p=Tfa$$a&O=52F!m2MD|yuziDta*=W1{L}#h`}y-{0pHMsO>>lNC>s6y6z98}0XSW8A8jGkY z1)f#EcV8Zz>vH^C*|l%vSNeJ{Ah(Z|ooFib9TxqP9B?o-)E7N1s#N-M4Hk!CcwqZo z5&@XP0_{Uasricw!i)5#34Qq1X5pV?|o)(b%h8HwZ-^HSc>km z9yCFR#Xq=}3Ws)qFKy*?WQPLgnL^|aUiD`Vu5MSU;Wjq<@kJ+O&k^0-F=*XJuaJ#PZ65vAxxz`WmHlr0%w+!@K0*=-?@@fRA zSK1#7QI%Y#k!&b|R?yST6%-rxjM|%RxhSzwQN2#~jop}^bN|R3%BKZV60p(~-G-#M z<_;4d@9r#c#GfdbrT+O_djQX%c$c}v#Oy}Kc3$O_?cPg27`|DXFazzCJD==ckX8R~ zFYNjvCmstJIy%#b8i^?IV9S}NeO0%A@QX(L#-~coqBLviy8L*OtUjaCq|Ph*_fY}) zY&(U&bMd&J0@A*<;r^vCTKXyt5$sTW0BW6peIJ|j=r^^kWJg@Lmt^W#-j146-a@Wp zj+~x^yKCRL2nVv@?9sL&xW3dMcILFNS<4!TUu0P@iNenh>Xyw%-Vj`-q?^WajJvO>d>Re-)z0j*E=MS`sL#zTww9f5;J zCxb|IQC4%allM${RexKy?UWxIOC+5OBpr=WLyJUqmbvq_BU+LB>0fCBc_fzzp;s#-&D3F~t zn;Ka6R?n)P=^PHs!&ZZ{lK#t3*1J)~d&HegiTm|tM0*>U%OQ?vi$Q)v{^C) z%iwhGx@-*1Wo%LO}q2M4E6z{xByO7u`Nk?i+SXAL)sbQa zDTiiu;jT1sSJy;_NSrN6ulr-W7RSxWCp7ZH0i$o{Wxurd6eN(H@BK+=M6p+ivBvy6x~ zVL}6!Dhs}sB1sR{GS72=>TqUllJjiJ^WQG$`FsB~slJmPQO<~Q@OwjR`am{9<%h7| zoK>8t2_Io#;$U1xuQ2*~dUA;hsi3)BOH(?gL9N+nrqfwo(UU@c-uTwv_z~9(N&2>$ zqM;MvUH_yto$KdNJoR4BIgaAh(G1~EYHj+C$0RnQOmHLz|3;Af1E?z+jPr0fd@6|M zyvsVH{dSC~Q}xl#w&apo`k$4Jgfvykmc03?+k%0^9bV3=a_~6H9SgpX_hNG$FE^dl zb+U--@tEzDDC--^L8K-}naP(Kxu9Ik$)qVOSZgbukx(A>59(^cg5U5LFplgBv zMF?d&ZSmX<6K2!h54SJ+h6rfZu&gd(vdU}!>K&*fnvSgYa(rp-W`)?(bKwkJzOnsID zGWAh7fo4hnQe6r$Tlulkv#UxzcBLMhP2D?-vJWkh*CfQSX#iH~uQEux^9Xy*T~Z6{ z-9Xj6Mz{mEXM4XVZo~gZtiUzW9w#_RVG?Cts!#CoC67?P5O>{wL-Dk`>1t=Acu%!=;|rBUkK`vNxEZpgTCo;XO551GJ4Q z9YH!KoLQnW^zRivPFG|O*5BvmvY1(UHya&Yzsz}BEW6_hw}H2j=P`pYmX7)3V4-ST z4a`AC!NGq!8QyvU`PNb|Yuma764yF9R{k0h{2+@IY%fp3`^+?ZRJ8x(>o`%HoswM5D4v?m zd(JcxZS<*&OunPcn1;nK*i782oKftrk@i-+{bc)n_oJ@Myu>7u^Uh29v$Q);yhBm) zWki$NBZr+6V?LrC@abB>K#x^0+0fCKjV1jeuDQB-Ic`b3;s+yYFC03KbTnz|YRoQ18k!!WAzJclTc*WYJ*KWwMgBl$H z=`uij+&k)}A#}e%Ks~o>9C@l(4YtZTqvL!`ZVSM%ClYR7xtRoUMAUTCd% zK4}f!8}3r&e!Blu%dTtjI>)Au<)qd35Qs%o5yd;|RnX}x!59>2Z~%IK-U^p8GF_v8 zb6*^q>4d+4C-8SoB^wqzIVsUTrUapn@gKf`Hr%)G82!f|`JXQ$C9%~B!0y!A(~d%@ z)xPU_2NmQF0t82OAQt1m2@ncu4e|;K{jH|nX<9??thmFD&}wxIY~@X@UTk?Wx@lr4 zgXG?Xi3Y5oJcx`CDk%pqmj&=khEx?=)uh0x_|$u{nBB@q4S9uQLg9+(@Vg#5G|WLoH$zi6{-DY0keoYGfXq-bsv6C2B!UE9EE&cF!n zZ44;Yy%Vp`a(ylcwP$XS5rZmjQcAe{;)_rrqB`k+d^TyznfKwRm3M(q86pGpXmzM; z%`*>o!d60sr4m(?$@?vW{!c*S2i{a2PNSkh`lIX4g3FeuC#^JS0unJhWqMp#HD& zlpw(c+5G`-(4(;$L$)MDsUgrI%9kP9_{I_6VgT={+0iT;|R^9fWieh5c$^$&Dk!Bz8v5$R!k7Co2;|$Tu zyKszv>Eiu?+ouFWWw_jPBpOWrhZuJgdRRrKzqhfL2qlBQ5D(U-8_I0rW-H8--#?p# zYPpoeoubmx8XWd)@qPlPci)YD|Hvqk2^9Tf^Q=_8*O2;U_G`lN2g`sIe%{2?xbmiZ z2$(dmZ2NOZUag~XO-wInMz~wgNfUBr&Yf!tWIA{p7WAGv6SamjK2YdRfciS$D%17j z`Y|3sL%N}O!o~i@Cmg`wo%Dbfo=TXBP8a{hw=L=W0oYl`+N|)(f?SB}ir4>NMKHvD zd>b^Zt=Rt^Zb|!?Cq!vy?s%J=PWhC%nm_;QZoNoB$oY3=4QhTC?x&xZ^ZAW}TSv6t zLJ5h)KsToQ6#PN*Ie;lBq#7n%Sod9Vn7Xm= z@yxG55fO?8X357c&B`l-kVawwKEx8{97I+K4k>`u`_xTiSn)iWl|g{tQ1N+!Qm>ov zp7TE+y44BVq1ab(DaGq&>3!ogme!$5B7&UM?pY!$`{MIN$pmD#K~MsKP7(B@C#sRkp8w+X3IX;q3eE(wMPPk^)|z z8fG+~fCTV!%n`kZ;TLmTQTbDanf(yUZ`tMM#+E8Pj8(43A-Y6}Ev*np*#IKINl4qh zNv`kFgLCtTf2oFQ6tm^briK8R{yQ;lLgHzb!UHBjQLpMk69nfqty`S7+WX%IvbXg5bWqUN>kavZglYEIy*bvKnNfBW6E4o%f6)e zJrb08l^9queU9HYxIKmpNaRLX7NXw)F)FI05G?C1aJM+vyYY~NV_(#@Ppef%$V3?L zp^#fO9nAjvxrh-{@5m`GV#$nj*Jl_ZyFVEy_W@%UKBTiMfE#GWx7^|9;YJgz#)N5p#l% zjYot)>D-$$s^Vu4yicR`tnB{3678;L1`0FB-h@!UCX^~YSGz8 z!X$sOje6)`aq%F7$cK{+B`gbVNl!30t}`+6AmaS{ z?}c_z}abh6{!5MedS0b*RWe5GkE9I~|(wdqL5F&<*j_>}1 z2T#1~agj!*wMtQudG;&X&9e>kppyc-oz1=@7iL*dYuQvACY*)Lr;=}mCfF>4e8_E> zc8!1<_V(t90ccZpl>~{l`h>@cz1j-DwVzN;r{z@p__T0_g>P22oK9%)Nt!*oS7aBj@^D z3Dw;sBS{cCX4I=dEzY04rvtx*sO%6XrDUNIn2?bRg)AZ$g2z*VE)2g1 zirj83R~Hj@FMeY;Vin06Pkdn)13__b-x9pdkuvI1(c3fy3EAF(15r5wQotlna|k$A zgHAn&wZw=o3&&FD{$jP7x>L9rh_M&n+qe_ispPuFAHx>(hOOwObv@3I-?-73=vJ`2 z#_a=3kcSP>dk0(#`TO z>XMK9AjV9LoLo>)V8{UH?h)3+%qR_1zc?JILqaWi`8SEa$B9rD?PKRzsz`qhu`p^j zXT*|Mn&@QpfE~EAMs?OUudl7k2eCU2`thA_2M3?0F#)FW7%1Nf{6l<%)EOoUKe^RU zF}f#Xtc2$^q+{GZ?!pr~t7k0NJYV*pZe=_QD2z6Gr81T}b3K+?-%U6^oXFWE05uZE z4W|NBawEKBlj;04b)SsmOH{<8phW}XnjTI7X)<@JfMLEXLFX-xR=EdZ5DDoo_9l2T zp|stF@luC~RfaIzGQ1KDU$}F82{*c$I-*^J82b^)A@xlAoU=k51%=v9Us7pz`$Lw& zF{?hF19Y+*q(F2_V73yQ@+8$9!;tL*IP_$5!9_S3x}y%vyC(Z7C;t6jCi{jT!ha)Y zPwX>Ic7PggP0m0bX0Jcfa-47K*7s^L>ReJ(I@bhw2g`0*(A~SMI^QmIF~UT#-4*xf zY^ThYX;{t+Q27%@W`ViWI(M6%HE?VyPz~z$023Z0vr5w6l@*6Av%P(+$j2L8t+&Y|+IDk<|*Z_qH z$w+5WENZwerz%(+9?50}y!>ipsBy4Yw?jh{EQO;rcD(E?)RR_m8ku;Q${r3E_>W4W z|6p|#I&njSCYGUMR?KD^_f?ka5G>l^@h3y(n9$1gPc88b)dHw&yf4tJ3MZDZyfb?; zF?g_NkX=zy2W9&1@;+$tl&6(yC*u6<#RDewRc%&MIso;|z?h9)mXTvI!%!(Pg9hhd zQ@DS=g?mrBc;$<<)YO5D-0|X8)^XJOAjM}HZv3iP8A8l(;UYRRj7LHSF}0+aiK-jo zuS~w&Sj3r$1MeGpyAagaM)!$%dnejwB@h?{v|Db|PQ@qYe*Lh{4nDxbYkZJzg|RCv z1X_Gj$U**eaD3tC)6lmGL5618NhFN$28p>}rKV;I{Kema8i8vMtOtvVZ;XIK9m;boX_T{zt z*8>8ofeD1n2hejklbzramm^zF2i={o=RhiI1lmDdG(iUvg${ft9$Jb-Mhl^4qE8$4 z83E$u3{)7JrJeFu1bdU5OtP8;Ju*Hn@EVSbKs0B`_$tyeA?2n{^58_35)X0!nLeRR zLs&G5Y*IY-z{o|EZV|TGHL}wcbHAROsQ~S;t?SMh(x%w(Ww>Lpu-%XX)B``e{P9t> zZHyF*-Z5)OEk7T?K*SsvgGHiPDK{XJN|R%`0n()D^0_;o(&K zrdr{wl0oQn;&U)t_SNgsQWg)&ST`_iPaNULdU6RUi#>oT*E2ISd)(j6%c+NSvI@+J zHRiXy=%`^u_Q5luif}M;>@>0QQiTxkW$|24YLdX>D`6OH&*!e9*RK)MI6*4uu?NsT zzA~-X6_{t#hw$fm8ScnvnD$8X6e|d1ljkdkcs8JOlKJpqP74<=uGu^Uv!N`5xJfL1 zh@?M=u}}$Dv`4nQ$FF$3=IOB?C{i}ib%%$EAko|ANNqnhij9euxt=0gJgOwxWgpHz zOitd1`e+$W4><4dks}3>^E~PW6)Ibppj~_S&Y`KJGv^ItFGc(k%)mi4-uVYSDE|Qs zC4)c}t1eHTH1Z~z38GG~?NNjUS@s$Epyep71l0aii z$on9%T3-iBev5;&1KRP*u!s*W*zk89b@UWWvpuvv4+nKt@F8>#HJkGrU literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/mcs_docking_set/renin/dg_results.csv b/summaries/2026_jun_08_abfe/mcs_docking_set/renin/dg_results.csv new file mode 100644 index 0000000..f464a16 --- /dev/null +++ b/summaries/2026_jun_08_abfe/mcs_docking_set/renin/dg_results.csv @@ -0,0 +1,30 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +b1i5k_xray,54.22025454912219,0.08649878592360173,23.373005756989023,0.08098254959786055,-7.6945295,-38.541775,0.11849140604122742,-11.8676 +b1i5j,67.1989764046547,0.08574652776854402,25.318003587032937,0.0797203028670252,-7.621096,-49.502068,0.11708028746792484,-11.4568 +b1i2n,50.164947903828555,0.08324480407245678,21.146044416139514,0.07957084859065863,-7.629885,-36.648785,0.11515735908095165,-10.9765 +b1i5i,75.16859642100279,0.0842271695936919,27.053943376432382,0.07956979619606094,-7.7853703,-55.90003,0.11586875577327657,-11.4568 +b1i5h,55.34885022651635,0.08385541215103556,22.023505272962957,0.07935545569088442,-7.4658146,-40.79116,0.1154513685277397,-10.8059 +b1i5l,65.1893470537444,0.08815790041112491,21.906019085329852,0.07767130407446267,-7.3494706,-50.632797,0.1174931780212173,-9.653 +b1i5n,70.96730335742828,0.09297904125380262,25.359885950590197,0.08180267172845099,-7.7313886,-53.338802,0.12384175069171562,-10.2436 +b1a2m,63.95666715059149,0.08175810376903427,23.007969218327716,0.0791346519962964,-7.368987,-48.317684,0.1137834815712857,-9.60566 +b1i2o,65.17825491558098,0.08200449962193632,23.88900970645703,0.0787963393277558,-7.6942225,-48.983467,0.11372599109130238,-10.5657 +b1i5o,66.12216349633094,0.0860910327494362,31.321803597476997,0.08347706721416169,-7.4546494,-42.255005,0.119916999089129,-10.0361 +b1i4i,62.993867780371836,0.08433835822449391,24.191174628728458,0.07910538976603429,-7.809032,-46.61172,0.11563140299260952,-8.7908 +b1i4e,62.14067004585741,0.08939816643348417,22.10338001718498,0.07894345388397622,-7.546259,-47.583546,0.11926483586036757,-10.1889 +b1i4g,61.109966909581814,0.08548032767992424,25.209283404529717,0.08025783659816113,-7.3660107,-43.26669,0.11725274732680832,-8.35437 +b1i1,65.0466572724105,0.08153166857100963,22.85288043916678,0.07786605996762429,-7.8841786,-50.077953,0.11274101416456488,-7.39449 +b1i2a,65.6850541013396,0.08146232213174785,23.568898495394535,0.07892341764237608,-7.6881566,-49.80431,0.1134240529140516,-8.69953 +b1i2e,63.15161322307961,0.08455907230358375,22.931567394408283,0.07873250497626977,-7.551793,-47.77184,0.11553806320291617,-10.4744 +b1i2i,64.79903219232125,0.08339987006165393,24.52133975286398,0.08004317078135084,-7.560901,-47.838593,0.11559605319833915,-9.81412 +b1i2j,59.00021518826446,0.08419399723628913,22.647238828761523,0.08006868571913847,-7.373313,-43.72629,0.11618788062192387,-11.3246 +b1i5c,72.8565496935868,0.08370375798215883,27.7297301893699,0.07938668716131354,-7.737054,-52.863873,0.1153627548162061,-11.8676 +b1i5b,64.29778734277882,0.08547905411194306,21.608342990147815,0.07957121071777666,-7.6830664,-50.372517,0.11678290228867112,-8.00772 +b1i2k,61.04060993918916,0.0838874361144049,21.13292689163689,0.07745487173600796,-7.5236287,-47.431313,0.11417687635195582,-10.6355 +b1i2h,67.39337579520851,0.08317258120484701,22.039819153848075,0.0775391397634975,-7.4754214,-52.828976,0.11371014228968349,-9.82353 +b1i2g,67.23048422671222,0.08442835240939979,20.940229939461613,0.0776879041367982,-7.6944532,-53.984715,0.11473254612242399,-8.338 +b1i4b,65.41955217680976,0.08535087272045658,21.80541370106577,0.07786137875586004,-7.57529,-51.189423,0.11552993454471906,-8.39094 +b1i5a,67.42613832770164,0.08666910904424348,22.25654860625934,0.07844198793454991,-7.445604,-52.615192,0.11689602188974199,-10.3953 +b1i2d,62.15535242192124,0.08698417141053666,17.441527198183987,0.07921995148510556,-7.4052243,-52.11905,0.11765222815263679,-8.41399 +b1i4a,60.929911345618514,0.0852940292352867,24.94318919917,0.0793344624735117,-7.674982,-43.661705,0.11648617239462794,-7.23542 +b1i5d,59.88068527006177,0.08818592164087428,29.293473100298744,0.08178326373285882,-7.721149,-38.30836,0.12027160513790759,-11.2166 +b1i2c,54.18148026854657,0.0840694430363736,20.91092741948565,0.07937024262149583,-7.2929635,-40.56352,0.11561706909553268,-6.88372 diff --git a/summaries/2026_jun_08_abfe/merck/cdk8/dg_results.csv b/summaries/2026_jun_08_abfe/merck/cdk8/dg_results.csv new file mode 100644 index 0000000..e57b783 --- /dev/null +++ b/summaries/2026_jun_08_abfe/merck/cdk8/dg_results.csv @@ -0,0 +1,2 @@ +mol,solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol) +43,9.34169046859635,0.07621601985100207 diff --git a/summaries/2026_jun_08_abfe/merck/cmet/README.md b/summaries/2026_jun_08_abfe/merck/cmet/README.md new file mode 100644 index 0000000..e972a5c --- /dev/null +++ b/summaries/2026_jun_08_abfe/merck/cmet/README.md @@ -0,0 +1,33 @@ +# Cmet + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 33.73 +- RMSE: 34.18 +- R²: 0.57 +- Kendall 𝜏: 0.62 +- Spearman ρ: 0.74 + +## System Details +- Ligands: 24 +- Host Atoms: 4977 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 11.26 Hours +- Average Time Per Molecule: 0.47 Hours +- Total Nanoseconds Simulated: 4420.40 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/merck/cmet/dg_plot.png b/summaries/2026_jun_08_abfe/merck/cmet/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..c98ff3e6a6d163d9e9298dedf1e486edad750cc3 GIT binary patch literal 58789 zcmce;cR1F6_%?o1A|sJiNr)0MQ&L7oL<5nG5;7XH%ceqBNM=JQG73>fS&3w1l#(c; zM3ga5i<8gdGM|HdJ_x*mq#&w<7d7jrRNc)I76a5By3WdUSP(xLh zLRnEup-`vNt->qOV%ACcL(W<4g!3^wE9c8*j+T_eX3q8(?3^#0HRru#>F9LU?xM7q zq=eWWQC=HoXL~0(adF%Kd54&tqqX?f10M`=mDTndhE5a;CoB1%%KH9$d{-~aLDl_w zu6KWbbu+1-{Z2d5`p`L3k6yk$csn_6q3!O6c6YU{!h}K0Vz^&a|=mLG{J^jdSC(#hub0;#!M4?@t@^veEnV z^8fpx_!=EF@C{u4N!w|rz4hPAwf_6#|Gg;0xyth2Ysn^DQ9=J+bo_tx#>vPm3X6_f zRCKie3feVYpPyP3dd^CHD|WjU6~)H2VMFr%Ypd*?ohzG?RGJ?iycL<1QL$#TLg?GK z8qaK+sTby^#eWT~Wnp1qzpW(1Mz8gPRaKR}rnfFu(!7#xpX-QH@nIE}6@UN!of+v~ zk(-xS)lSRE<$Lnwr6kART0xzU)T0v_EI)6dX*_39e!&B#dI_aDjV zW@yV!+zw2O+vhp6_H_W0ijmQV4KnBaZf!eSQBk3sd?-aTx+(SW#%E_gtorciXmy&- z1I@I2Rs67XdSLv6YaScsMa0F??bxw{Th3WSSimR!+{X-A&lw3uMn(#yw6t_B-O8NY zTxyD6KtS@*`wD5tpKNe;acR!A)VlDk*szDYI()NwYt~7#bLZ$cZQAtAww=Rc>UT{+ z7N_{B${e%Tr_Y{Ujf-<}ag{eTtkH@Q-LI<~soK`nb((G^^~~%n6=i;Yo_8&sfcMpF z*VsLy$db_HS-!XZCMMid!=20&E;(nR4LfZTN1jq&Q95@gJe>JW*d~S~?LcAu3|>J& znwvLoa!Fe;^2odUsfBR7s;grd?`yn%`}T&3$;r{#ach$jclJ)taVAz)R*8!pvgzYi z*47pSE$JuntZum8Nl4&{ymgC(hldREg|9Ezw;fIJOGy!=Bx2qqq@`cu32)xMExhJa zQMA9uW3p&fKR-C6s>j%HZ|}B*hjs7XJ<;fMpPSm@J=0Bl=&me_gM$NE1DHCpG$`fo zQ?#Bs|I!sbkwfuWoZa@V%qN_AvqBe^PXD)(y_C~mo}HbU8GX=FR8m}=WA$!>UgmM8 z!B0VQjys!AZqsYmoEmv@;vn-ry#j3#e?_FKKt=Xm)BVDg3zE~08CkI7E z)?lqlTD)Pbzq6aUY-#aj;pGDN$$`&#*36jan|JSq`ub9W#@|#{o^DQ7Yx?x*P5QA% z5@r=E^`029D>XdsXlQ7lTfO>*(r%BDgN7!rD{Z{>!#3uDX?Rv6uOP4Rw|g9nx3(=O!Al>viVkAR6jT{ zI2h8Zq2M-lhQ&w;>sHTwl*f`kSt=FFG|jjmtKQ4X%8KH9;Kqji1_rwurB<(A&Dt)0 zs+f)<>oUMr|L$GyDbt+2bZhK4A<_x4`y!5q?W7Ga~;*Wa;vlbkb!vXX{|Pe$f>d38uBolw?aR(vjLu=zYuB&e z?%;WA>tPBdDJdy1I9NE}eH|WP`$p>$EXxCkrPXbD*4@8;1>t+le%8lhacmVf$YPY2 zm-n0*p=xVuqfo9W`P!8&93PT8njwKNJY!|m)2O&qiJQ%_ZQo^c{=AC1IxU`O?a>** z4AYAk%9%d}og-6!j6Z+*Qc+o{YBK%x<>d#6z*V2tU~MKRpAIMUGT4-~A~`uZ=X|Re z<0d&aY=~AeHiWZSqd6H%ONQxRe|@8zT4fIX!Y(kHue^C3k#Nw z8;#RE63Dn~1}nWaG{9fTPbG;Y%Rf;Jn2zNi9Wk;zmVb)KVqN~}tw{X8dEJb0M7A8)Zd zar`(3BE-#m_n2g4Waw62^{k`!S58Ym$Sli79eA{+qK}bJO5qWoh=`WI%r<^uH^$nO zh_r39SWAK?>oDxX=lzuV5PC;`eb^?jb*r+e>E>t=gBatf@73WNM~=MdYrIcZGXlfG zsG7H|=D(_3{Yo_aS$ty^)}78UW@O^y7v5j2P7p-eUF}O6t9%zOuVb0w*PnkG^I|^X zEPwLY)n$B<#;vWUv5K}2DP4;z{7hHbH z^SpV)sXiGLsJUYq$RtZ?=;s;JRzEBs>@W_nUb5Ds zJ?1qd$hbx6l5w-%EWLJC?(n?Fe&yV(tgLz`R+i}9|GpC$AXxqI|oubIZ za=y0ma;39>w(twTBM^gJL`PqP&jSLy>DZjg!y!>zEboWQ+8DB5c&=(Sw7Ffs9``=Z} zs-CXY^WOZID>5i>@%q1cUCFMlk)NIJ|BL4C*V}xUFR6c*VAcJk>5@Y0bc(7k?;+D@e*CzKBf?-}YHG}|+&ir9P0O23M^dT zqbgD?HzWV;^7KGq<+0q5(V2yMV-xo&!z4Kg3=BK>@-5z^PZJg}b-NiX%9r!oytqE0 zw}V`i{@)O3)ZhlyzO*zcmt^ENu3r8e3GXZ{H(4=w$0u2}8EaJanlTu7ZTo6`tIlls zazuH!62DRHrColv4vQqdGFtrKqEJgDL$EQ+>$C=<_Wpk_`acZDiwm|Br_-XxC2wHF z(q__QooVo7fwlbl{%0sTX~|b;vQlNaqy3&fVOo#73^w%tqjLm%9kF}ld$?l7w{JYR zZ{G&AjN5zpVrjL4&m#90^)S^N8)OJBSjDuV93U<|J$;r(i^QP&!Ya9eYV1sho=KaN zTcKjlSD)>EeSKtPL}zkw4K^jl_&Swc~w%{g_~OS9y4FV{cAiIz7U>UTB>j$oQKKI&d%iJB_<>?gMQhg zM~@bJOs_#At9W8ukYnA*(^2NL`QpWkg|4Ig96O92_T0vJ>KxSh`1=#>u%KB(QNc`9 z%ssnJWNP%XD^~Tsa2c$quBJs&QOi93Brz%J=CGuhnHl*!l1)I0R%~!VW@e_v!r#fJ zrl#`SGUp@Wo&z5CT|%61M!#26QM~?6+}v==*2-#? zy1Kf6fIwG;KZBr-JeIlc%^ss|ZW_l{6#e^<0%I+W{r5La6eZlknITTwGPiN7ryrNs zVrHSTRID#Hsl4#-GpGDVCw?8H`1 zd`{0Exb$Yx$x}zAaXEHo1cl__C-tj(fxNpG7v^Z>wh9WSXtcI`_)s^#ucoGk;uw=a z_HXXNHoosubupF6H|{p4X=a)-KE^;1Hzey2*@sVLOc)DbZ;Tc3)HiLC*`k&u#7zP@IYX0kg; zGa9vPYTA^O>Mi!Rd@>_9x`Hc;fmA=hb>(+<+erXyk51LsA378#LA8GU`na8ES$FQ- zshJZ)KD{<0uJF8r&Av6A$2{2?$rry@<7KOzt<9shcXE22X^>5!h?|yH=2W)vUQclS80<>CrdxxOap(w{GJ@*caq=l&G%Uq_7R7v{-WQ$w+zw%zde zOaK1EN8)yzCo3X3t!e+Bty@#It3PJwGZ+_K)W2wn8A|)ih7dou)b@mgi&~z4`IueP z!T*P8;Yv0Zo%pKdV8y-)OOIuHvNAJCEy=;x_=;Rt`zt?u_%O;@CNS{K`{w4Farx-| z1T56b2mI)Xjf|w0moJITTE%kn(7}TT0d}Ha-d_&HX(q==Qf!QG3)HG*TWW|vNmrV) zj5BI?==+_aq$L}!9^ZS%yrHc?;=?g(jRtiS6O#n_-GJ_Vd-kkH-9aC1NpfGZ<3W8s z!%FQ;)fd=(M@HIcjD6CxNOZ-qNb! z?rK0&6w@gt#>o3pGKlPk-G%0eVA(0geS;A-0v#2^j(TC^Tw{J5@5PGMM@(b@- zPB?n0k^-^Jmo8oEZ+<|FC%L|H_r>_KQyPFgFn=+PKqLO(xR zy;;_|f2}vZ8r$>u#UlO8<9xez9ZzyHGBWzPG3r5ba#wFJ4Qkc-u{v?qIVmYA3HJ$` zXXjhje1CJ}SpRKRy?nwSp*G!)D^svAy0ncqo?E(qa($#$*o_-Z0ZbbMocbF0goHFM z7U5>-{FVK^#|9U?7XHe(PY>NdX1vf@y6NZ7pR9A7VkUue)58|HwC7NuFx@hU5ti0t ziB!8Q>LT&nOaECxla+>;87}A_5OCmWM<(~?&Ecpf__uCd)t+ywGClNFaHR5Qlm>7_WXHofFbs$nWd%waOvEdrTKAYL}LEDP^lrE zBN`e?SSSvC4Vx~s<rWUPzpkpH*K|F*(iMtEoeZaG*I6CIGEGE~>-HVL8id4ZTD#|Ew{BgP8>UBS2Y*AZ#dU~EY z<7cggnCjaL!2%RUOhJ9 zr0M7=H8J7nK7jE^%oJH-Sk0f@qa86VD8{UYOqD`UVsZ4&f5R?AAWz!PWfY&Rdj+vR zP?O=`uN=tIv=MImUNlC$z?EKOHZp-{paL~)+i_<)pJ5#rtV1VEANlLQhS-n%nl23Z_gb9Px zf~W-sqaxR`E+Qd8Ol)v)kl~6F1%xfXsR7#rNXih;tPWMa_75M9rT6Vf+hzMjiFYlp zoSa;vvl?gtj}A+Sd;SlI`ihHQZElx zHMJzbI<7sA0->RyBfs0E{rvp8DudRMR}LLI6#V>@%=u51B_7jyjwgM5e9oLXBeYO# zxB{usiyaKN9s8u{5453Isd2>me_N^V%>)3iIjsgVTg53T|54$P%ro5bTEcMXMFW*2*2Xz`eK0zfeE)M>L_W1GRWRw1#_yziqE@(PUacO?t zuV23$?_Vn>cYJyHTVPmNKy)5Kv17*wG`DU{s0w7+Vm~ut#=Xxqr@Sw9{@;Fj zssr$x9h)Ms@V-d)t1rT{nB_5Y6-@GyJuJE7fjWvDvZD|e9zCcU|M}P4{+5aY3$7E1o$;M8g zfXr-&4c+hQP9JfnvRk*-VYN|F5)u-~Y*J4Dczd&l?0oVK{bp5sdejB9C{H8viso(33@-J*(EI|UL@Ji0R_f!U9 zt5kHoy2jwSD5w>~yK5H*im!|rCzN-E6vwinb#a$6Q`J%j~g$>E13e~8?--)wC zY5-)Wr8w}eS-tudmS$z&+Iz=h0Naxh9x%n~WCpCP0sx@DkM-8cUi!^N5;3lPdhAEd zi4u1id~+DSS7buA*maZ|<*e)2kJaFzB~F)92!eagR};BwMcj)-->%$wv^VnfQx z$!Y$cgXnUGYBqjGhI&!Zm$4n*NspYZZy4@E$ z)-Lg^U%#4?rk}|{IgLdE{{IyUWO{v{=2!r*`nP#^i>Gyj<(A{W?)HE)k=0+nZrXe4 zclq0!TO4|8*`0^KZJL^zYWncumhhduLI9hlKhGF0Ell4pR5$p6hevkY!2vvit5UyR zU5hwQG=@iy9;s$O+eg;%fdi|+FkT14dhmBhcsOmux@V6L#a~4&^Z*(VedBF;?|IjK zZeuI4r>hX!1gA<|N0pPD-oDSXJ{ouXws~i%7XfL{o;|CaBT(Ymvz?Gf0!=%E6})SE zdVBqIawINv6tZ-BP2Y2!1I#0l^H97L&6O)x{N)O;Iw@FG$IsnQtDeK;>(2G`^bl}1 zI*h!-!^87A$85z;nWf8G*B?FFhT9Yzy3&d8c6;Yp>b-mS3J3~zBRN+f@HHpyzee3E z4+xcQT6W;im**)7%)$ypY9M@U#345alzo7%5zs9m89l(fNk~X20c$W-oSd9@_g+4--6h6FJXuF-?z*thEyft3E0qBEoQIm+jS(k`h&vM?gmpOv}89n1Z*TNE;7v z4{m*IxMft%eRfQ6m)$o;if$i76t;%@is9Jf-C%WPFAs75{{6eFukZT7TU!rCEg&#R zoc|<>2P$uDWJc^zR#Kusyz?t^>Qe?12PWUUI5({L>_Qvsz`#J7X<4bOhU+PeD1}1w z8NK#{d;SsS!mlC@1rwTI0@KT_=*^8avsuivl&G{=6BVtkoX{j#r{jM1qF_CdbDHYN zJvo15iG!j$^jr8cAQGH-elFVeeJa_zH8lsjU(`7L`62^cT=?Qe#*fLL&?K;kUUzny z?(-uPTj>0Ym3z}BGh5poVwtto!&+FZ)kG4Ejuy=8TfmI0rT0g`NNNfF5R4i?8ufxh zS2-1-qQKGY$3i7J5UMP%f&$OEbCF&F$P_nczP7ck-@kvq&6j7}fe9rp51Hs?pW39< z5WCiAew21`<~wtc#l_Cj8@QS8fu+!Z2g6 zz)V1~?0=ua@OSDD0~8prrUX^9PT%4<09wNyagAt~kR)GY{Ul~(g+VMKMPN=&j!=u6 zTFLE<0r?96xA<)Uq8uN}DOATjs}miWO${c$PpA0#t)%Rk_BJhX*S}cwf`*`(Y~)6G=&j;Mo1+$I4^JK6o|~RRHmN1A*1xF>rHttY=rR+nNZ?sK32H z{8P4RI4(>|1S}Gz>aa}?$gr*+9u^QP9UBp3SMm1MQU6y*KGe>D&5>OuJIlur+Su z{F-<5JJ(0nNh0)-D}Xe2w7#(TK4ypU$XKt|@6S(Hs01+H{CpYFDrKcSQ3hYU;0Ig; z-2>+UEeH>PC>J5tBVs~2;m?Fsni1s$jo>A5i3+9Or#IbWj_d6r&otLyjTg&a!xpm=F(%?q9Rwi_uL^+xwNo87<6 z`d>nDM^e$>r!|8*==8aB!i%h`T3QTD8+Iz`>FFi(JV=!)f_U%4+CG=8dA)R9 z8iIWhSi1)Xf&o!Ry;5l8?J)764eWo`uP0Pns~QVd)HU4m{KA66;=EgBWo7xhcZbbw zJFhBu=fX%q9kFHs3ZCx%_D`QU+}+*jn3)X>U-p7XU~Xw?A!*FNHpIPne1q6R_iNfi z_Z2oF0K8PqIjp61OK7@xcq}mHx6updvkAS9%;DR5iH^+ApQ2qQUvoD8{pQ3cj3_qh zf>5{w$9|lR6ykO6Z`xmc_}Sg4$MK13bz>&Qt~$ksh1hypO?}wK*`th4^+om~)#@e* zNK3C9?kpqL01$525L?9Gx*CEY%#K-7_M8{*Eb%Z%63n)$kE6nhC5yZ**HWs?b&vZ*TFbab?dzmg!XBQhM32ZyRuiFT2xnHGGGvZqd`SknOa#{*?xNHBthyRU^rs!TC+Co zl#v<5nDO!PQ2|H!!vhh(ygAJ5b$}T*6d*oj6*CXxiWMth1?d3?-QSYF4wn(g`U-GC z*>fxCYmpNzrkk*;c!Vu^Ss0EtKy+kBpFe*dB@aaHZiuKO6BBH-c3xgy&n|x5@aoko zqFBR^u>xF{VV+fu7dP43AP3C=<31PIZ3bg>{oz9aLd=60VU<3@;9udXe(G%xf;CWG zHw+eOhIv~}PM#E;;+z=0RrTr>m2G=|6~1b8e%6VQp@3V^09OJ=*<;BDjS+?dGUN!L zz8R^;J4@wJ41nqk!EeeTeVNDQ3LVPK6yY#K{0^L$aNc?T6XTaJUr0Vc&T39lp?z#p zq?`O3Ln~q3zzqWW_51g%NUh)=l{7TyaJlZjzHQSlP}Gi0O})Vy7a1+x?cA?je_MuO z#VW>fB!2sz%GDT`&`o=Hb-viRem$Rr#99FTH{xaU)F`B!f4!&Kx^-({cz88ZC8-q( zU%nKXIHCRO=`v9ntO^lLz4XZIil)m_9x+Z98e(^ddQWUH9Ua_{j^2NRh2K3qEM8hL z0RYQ->kP2?X^<;vCtvPbobB6OpCE5s+!BttZb*<1fj(o75IizIehnBKDNL zoeI=CFJ8PjQRFBH66FTUhPO`!XGXs_15ANCpxwCZLOGB^QhIt2)~&`@i^0A=TA-2N z?FGyv+tJPC66lE3OhO}xRb`8R89>1J=jZQ2MaC-@8y6Rdc*-fvJ^AZ{I`>bMs$w$V zoyc}uNlgV*D`C^bOE@^x%xNY?x%HFrSMH|dqaJ^Hp-l=I>lH{#{0=UXt)+hlL>?O# z97&#svm)`ylN%_!h4k(dvIwR1$mC=d7St$0kLbx4Y`_N5Mw#tcF(mY1?7QGNL4gP! zjsrF98$e*JUxD!r;O*9JJ>>iH<=z*U{s=!k3LP6MM+NqQQPhe`hYvH+GV|!oj6Qq% z^c6t$Q^#IS6pSmNOufeXgn42=Dd$l$eJ=4RQ0_~}NAY@C%c8AJ zs55$WmZ_Iq*-(H)m|6^aT||bDB&aqQ7HoHRDFH?Ac`hXQI60Sdc;o-a>q!KhN$%MV;vs!?mM}fG z=NW732XMfFFUjEj$4x6O^D@Q%q-B4i4C<);6AkHgE@?E>6BQ=;eb6%bG?wyDE=|ms zTFNJauFlz{&*#39m}Hg?nbh~TlJ8SnMk>m%qV@8X(qAoSsYoqQ=c;Tm*3M@%whD** zBe*LSF%M$Dgmok(ckYaG9je>7TuDS8gbM#PSSwoY_+egOLbIzy?LG6{wjInVj0_=l zvw#0;ZW=}@JN+5krB+@n`#%2sX}m;)rMclU^$?C7;LxdINNa(Hfg0I$r0a^_EbI>! zm4Pe>;gTRk5+6KRVQg%C==RRlFcQ6;cITh{`1RvQ{p8|;g5B;@zk{%PRE&)`rlzLa zAZn7x4kpAu`%WydCUKuF1BX((PKCmvqE}zOY(PvT3K0m19P=uAh!q<5`sQcHF(JZo zmwwZoJb4l!03n^TPyr-}^08n=ZtY8O#~N>l%|%&-K`cjngkqojN5| zK)Y&H59~@ntRaaWvvol)K-sQQ+FBo;mzP&B&Phm=v@{{0 z1uEdhazq=J4I6^ben>ULb3l^hTys%IcekPy>R?6wXtpZs&Y1poIzx3%dx-gd9Z7O{iT+;O)t6Zf+*;C3GRe?`h)injBy!Hb^KML@>==$qCjH?n1r`f z!@LvQWpv=9$i%=$27nBM0hc>F&n9a(KHZ0i`R3*2;fJT}ke3OC1Cfs)ztO3iThz^g zadi7eksVOea)_S_MV#yNIO*o{?LTPeIb$F62lsX*Cgw+{F`Ppr6m!eFvjH{3T3bK; z!vCqu;PLeHEB1u@XJ?C}@ZO@+8MJPjIg}=w&pCW32P7PSyj3=B#~5|@O`~!rQ~*dx zkh`G~5fT3lHz>(+Pzpd=B-YdsuJujyihxyHlmXK4_5oA^ z7)^xRLR+)pWK(Mm;=RM* zryZh(xvKCj?b#y1M#c`IqW-?3sreit2vE5|X;eC(4-By)lb#lNkXmX*9zSOcgAo1A9Nss*M#0wRD>rDI~!PfGxhqOdXd z_o`K$+W`bsQyFnc@Cm3diCwz_?%%&JD>VG|CFgxbpMdMvX+dyBdB1}Zv2N4t!C${t zgJ1V=a00yjjrSn#fj52w$W3TBumW|WOYrJ-BO7ZRK3s)NLqHhG2W1OW#z|j@-J19Y zVMrsic84R;rie=%wI=9B4s7r@kaNy_%gek#!WhajIH&``2!BVO?+3z2nB0+3SSTCH zBX2bSQi<0Wcev}qXWoL#rqOI(_Xvtb>L5&Cad9#1^Hp=CZidSi#=O0a=RsU?0c!w) zL>HC8bOG}O53vkG F^iU1Effdc+EeJ-tTFUgC^^kIDQn%58!i5(c&jYPqTiHWY^ z;qW&%Ha-BB7hYWp%f%~f?lVJ9moABEYbSu-oVkp&PaxXi+dFR>E&`z566(y*7x~>; zW}4A=RELU+%5`Z`p4eh+ZEcHs30@4ETAUwmbbMW$`=_JmSP#!QoCoHp2epqKdv`DK z!GRlBK{$f!Sjoi1gyer3`J?H4IKt?Coztk5sVMNg-z+kHwt(u%ZB;Kk!(E_6h(!~Y^9+0Ax)sZ20lh1d z0>{qwba(R&y>bU%3Z9w5%*-5p(hg$+hDOSVEq>DIOjr38{G+Ek3z0(YKgJ-w_tD`y zt6(Pwk4vHlv>clcsfUw>so0rbf|{<+>wplz$3{O2Vqj)w<}|Xz%s^&#R6e8bDME%Iinf{^;sZD49jS9VROj?QI>q0~&(ANs3~THL z0&9`|dShBYd{7~SFhAp_z=P-qNaJu9-Qa&GcS;*bhh#4V$Q$rxnZF#09rL&c?>~h?3PP6);EJh! zFg7-Xq*b42$(t8!zSR7@^v9n+HxN^ZQCAk#?2JNhuphycY1F##bNVjs`YZ9NrmZ^S zkiR7I%Su{W62g)1-PWjc_+P=UEV6{vp6V_0$_#K*Yqo9MMwB5P9i7>jY+^2dcJ>5n!J!%IUQK?JI88?AjuOz3P0EeGQffoL~vx@TUNZ(}tGZpyqQOLXkiHV`Zn-Z>eO zFEOp05=sp@7cr_39OCC5Ja}Ms=8S;T=Sd8RB#iKcwOm@96UUZgyLilP*{G}c3aNO7 zl8cv%X#a)ap-JcUk?Gp1=Lbq5ICq-00(p^wmDu@#F=|D(4D5-zT$Ym&7%(L)cPuBZ zm|uEB-%nJJ2@f+8>5bGa|H4MBtE(Hl@C6}|h5~%YG3e5JbCNqSV4?Hn<)azJHpbq! z+{zgmxJFaS$CLbRbM;V>Y7!1Kxv?I`J}IY3XC;_shx@D_*}gv$GSw zJk^<8=S5#eqcUZ+rP()bR*dFG(q}0(j5L#Yuf0}tumhEl@bEPd_ zT<5lbVt4~q8uD0Xg(b?#8=yeVupkV&OgHoM zj@?*sK43RSvl-hRA}}6k1xYbr%Sbs5gr(K7Q64}R)nF2$7Af4(nBXuupbyAGBxBNv zAiIP(4CJH%$A8V^NBrlvDSAvX0gzHGy=fCXQZ*pm?Yh`O2M3IUn_KoRVimz!svyM9 z%&5iZwl-q00OR`Fmuf{*ft{&C8xTGt&ps|7L!y-z6cp&~g&!y!`kGM7&oSSBfknIb z_or6VM?K*Usj~r=0cUh+Kzo}M+Ea-bWK~{SL7U?>cM1Ilz!lV($k(v4^iJjfe7;Yw z%zI&ssTP6q3Njid%>mE>h4X8?5ih<15x|I&Eocm?{W{>EaKr^>EI0VEl~ANfpmrd1 zCx|}1!mqeR!XzVXNZ5BN74@R@lJxrPOfZIe822lDEHOJf9P5Q3RLE+fEuGWQt<}6>>AxO$+Eva#9Zfa6GeVP|jbscc(drwseY2Hke5*g7+%bu3a z!QMv>9y!8slsYOZY9&g^=++xi4~R6~SyraUTp$Xa5FJfn9jAuJ`r$Yr?NtE6j2<3y zky%HAfP4;MvDPX-7JWO%I!x>&!qvg&@BQe0*V`ymA8|HCjD4wxv_bLY-2($onp12@M&_+)~wAr||ucRUB9U!=+HMq$ zg9l#$>PUj^13*_#`cB{oI?f1t4Pb@_##Nx-f&owrx(9z&!A$~60Hb}C=;U+gdmI5W zBoZ)mYgC~e1FhN2aCZ?Gft5U`=m}ql%MT#O!g~(#=48@+*jGzD|RT}USG2Fne!MA<; zY7EG0%qe*u-~^2xE^M(wcXl1NT6psK@tCaz=nGNWrqorU2Ej_e~Q-monq$NMHF@j!${bw+O4wJ2b=;Cr{|Ac8S~ z|EUJZYC>l$D!&aV@+(lXJcacgt6z~O>vb@@h&^14MRVVKdQRKfg@68h0;`79Y=u5c z3df%q`NPOdk`RDN&loV63R2x#Zf-_J#WL#FN2+w`EoWQOZsx!rBY2VtJGd8(Fa8+2 z3T)kO00n;(>@20QIs9yd6V{(Je+KybuZG;?hnZamVnTD?&-A6(y!+t@`=3+ex^q7k zP>mkuVrAuLWMEkLt;k7z26{=63mhjwBZ%DO%4RV4O6=YH^5JG>;gxENkAOo~Q_)e; z!LD;A#tm;=>uZl^U~Pwy%@0%0LA|!&wv5(*ETsYfnITg@bL%{C&ci8!Q|XjGBk%B0 zl44_HT}_>xpJ^i=fW_P%8WM6#ZVGU<0#R4y>bc+7lVtl zbMU;Z^FYf%@@-D0Mn<>mr~Tn%#j~I~5PiCUy;6ZaZw3dawotv>Nvv|tj3X337=2jV zQPAxepFE3?qO+16?Wn5eb4UsP6hGKqgzPst-kOv{GXyKZ$_Y9pF5;NCgJ`BqsenO1 zYg6pan>t;C2%Dy9U=B@+98)@~oxzym_fQt~&F4_=`BD4`0(HCC>=Zv|mn*w{tW@A1 z4Qm;pO_OK5Y}DsW|Lh{d^3rbGPh;9Cfm<0w_;~$#1qI>(UtTCQ*#O4%SFsYeNa~DD z4nTxK8SV*FzHaqN)qoAAy@TSSZ(uX6{S5f(!!;5hB(>dGr4!;W3eZdcdP z@CL*lk+U#&TAPkNKc~OU=ti5iDT5DFg8zV#iAe{gP5J_s6YAofg&*z@Vohm3dRLZ;!aALpnVz16 zG9Bd^t514_ft%$)EiDz8GqAv#VYV8bB2Eez4p4z<96Gez_G;72kCu6|)oDr_FecaF z1u_Fw;nrX}ii`qlzJ}L9Bz-j92ciGI3xJNM)cb4&X{QgYjp(7PNp5>$`8AVKLg3bb zrL}d)u!Xa|eS~qAWnGNT`-iIu`--uJRpSn6$wGvVaSMfE@!Y4!L5O7!2(LZWZr9!4 zABd{C&+rjM*&^vlxxITuxWlk=a?s@tG`yU4+$V&= zoR7|p&5At45Ei;#+J2~G4-r=ZR9+)HHy1iskfQ~9T?!!rO$~hwfqbE=uKpbi z+vz)&&@gax5e)zuGzr`=;{h*|ti!eILR?G9F9PIAO@L^ONUiM|K8Av7^utj_GvpG@ z^j456H)CP~@I>7p1FJA~IcI8EgFL3P;c(^cV~7O`=s`&6@j^6)m+M-^WYCQpRj35W zMUt>C-C|^r06{w9GzNZ_7=L9x=$iC!oTNc$75UPkyW9+s7An*bQQ!6?UG{6Kmoc}p z+ATL=CagNeI^43V3K%*A_KCz#hW&&EH1w=~`lgk)Gf5nmc;wU^Kz4 zR*`EVfjKnh!o+qUj5~gqlfIUi0fMUEf*pbcqk^5K=U9T21PdwyX*!VO~2QBY9m`2+MtirJ_sg#wt;1h#Ek@pip(3A#MeyFVtIeSi2oh>LC#Bp$Bn*J2V@Axc$eUH|@EZ!P8O*gR6VqC5 zL``D^+cowZCY3ngb5dRqixg6g&8Nrf@hYvC*TTMV^jZnQY(h9tEK+!b*OE4ZxoIj2 ztQOdF6<7|Wjh&bx!MH;dRs#)h4=j^zQD0vVTGn!r?abj5D0x5!IN1Hdi69c7pXT9H zW9=ofGh9o=i3Ot*{r$2uc>QUtt*!UDPtZaCc!gnKyKy4}kSAbXQd1ohdnI5DI7BR# ztFR;{q2eZpIE+U=BXaO0l0MoaZP1EOy6iAt#7u(6LhU9``qYEQun1J)A#Oq+4LR!r z&Q4-Pz%FG(Z{A%+pHtf>H8nMrfiQ`>j^)`6KX5gsTA&s?a>ZLWFCZUIi1U6|u28|p z5sFm11$G$R%e!eKsM4}-V*ir6vEqOG=bAYby>zlpH5u(uDA3yvQN}DfS6vQe7*oB1=vW>bf z1O^=RQW4wxU0DZeSaPb9)j}d}-XuPiT9f0N@d$!&+}-eJ;Ou!hT>2WTuxk1(hT0rQ zEf8Zb>Hs~XaPftS4@bc-Rg$n#xi8^nZ99L_Sx2!z{3+J2kg>V5d+IpKzrICRFCy8qC{8XykU4okv*3^SPA6gM_-oG;; z(p%($15a&(76^M2=v7L5-tCb5-sxU)m75U}6v&f7t+&&>46;nn(-E8BB5AV}8LBt4<;bNz4@0W0a^OZkZUaTFxAIn+g%Bu^*2 zmi^k%LAVqY20h`5i$d>R)TFgShM0D&K{lcuDNFH$^+^&Qu6WC7Sb}d zKa1ijaFRe=zn-~9s%|FW0oOiP2|`MlZLNI@Aq=&)j`p-d$V<>(Yj0%Bw#E?zJqN!bh(L}(?T zkd#ukJzjrzVgm#qEpeO;N&~mugD6Hy@t~m9ltge+uzaiF`4K<`w_5H+%puHYvKj;N z9x62~{J|ZPQjl~uf=F|ig_nS=O^}VTg+pM3CGEcL!y!E~o$ae3JgkB)<*=Zt;5oxv z%6aNpf)s`5cxZMY^d)k^HlC@wH*fNZ4dZAOhb(c^ZGgU!bMEcMZqguYQl_lWoZ-d6 z70H|m;2TK?Izr5qp?2{n%e;%`dg7q;IxJH^e1ZO*CN-erN7AeJ`^$3%M8@)hPVYN? zgBj?5rN1|hcuLMGf{a6lJV0&(&5uYl%HY6IrxA~k2Gi?z=iP+hKEYW|(v5@Y%;kol z5`dl!;(h~9Oz057 zdjx{RQ@C43_nd3Zx`7Dt9oT?aUT`W+7~zzWs7Z>!K|6w0SH$`)oZ-6m9DlbPwg6Qi zB4T(T$pefi(5@e#0kIAQS-=U%OiN2k@J`QPco9}XY4ZyS332_klLdtERl;Titq>-G zkmtb5$eEZ6@f`TCNQu?dC${6?Y_jNg+?ro>;;5exSgL8w6!qZ}QIU$~fb@J7rY^$P zVwHUdGa@#&M{S+Y0wi(L9|)EKz22)(ACZ!u)Eq^ZoKDrLtmoqTu`vn^2@5;BKMF_K zPFc{a4vK)#4n!CVI;Cvcj>U}gUj*}mKBcb`xRwi^EX$;b81(qiY=I`5t8l;>J+rw2 zV{_LXyV9Gopjt0eG^UL>-hdBJgaiN|F3FN8-Uxw;7m3YSYvNn&IogPEHD8-MDJdzc z+A-EBgmci%0Avoi!jE(~5+vE0z1e$V(f|i@9Z#MI1<~~E>@kR#UFgI>tuGC_Cjeo_ z46(9jE8;zlX|#4B;uFV#Gjc4l=Y{tC!yTC?Kdtsl&X!GUS1VwqQ?*0$w8{CP-6^!bYoL@u# zRr(LSAt-+MC#_;+2x@|p<|*8Mky)BS3~SZ|V7aJfdpiifozwNdHz|kaESy6|8e?E9 zLExiua<il29_=y2lVb$YC(LB;!0O&{xVRSkQp$4!qLa8-#{=vc`+ z_DlUPnD~*NDh2{rAbX}6Jr^GORuY0pLX7u>PftA*&+pO!rIx6`M9+jqPsHS`QzgLw zXWucvB*r0cg_Pl(9z84eYF2HgP>}~2`O8h*L1_{&{Fo+=!Q{re&MMvf=g|8~pnI$$ z!IL*wv4084806EqutDgFFb+~6ZX-~RM7|Z=dY*KzAnTJ;d5B@x2E0?H13Gvrv9%=6 zz883Ws$_#wL-Gg)r~)w}N-A{ubQ9q))R>oKo{unq5Emp=ws5BGgb@{(87>9S!j{kg zauNn`ENNx|&N=uSaOO3xsq@5025wBfV(h0)5VWob1grwHcCEg?_-D&9jGF`;tSql2yq!>_(K14P4SN)m_-0XDHPma^ylgSIT6D` zt-Z|T(Gi|zWcmT^f{Q2p8!+&eAw+_ITs)CL2z!m7&kycuL8RO#FHg!#^yEK)9?Loh zvW)Wf{=K8l(lZFtdd51S?{1N-pLi>JjcR<{GTYyeLn(6a+}Q}EZjfjJ$V`yc2!Jl}`FbjyC;tM}QU5EIWi)YUoPOM^O(J4wq zuWp#UhVt=z?QTMLyFEi;Nu+j=H{=jPe4$@gS65`#aZ8A<>|D8vGH^W$wDu%F7Ag9PVi`XXWIIK=@76mRj91`y!J{z2Q zCyAb^V)seSjK}B=A~n7Y?TZcD ztQZC-YXx*2xM-;;q`w&F0O8mB!PK+Mg~Lt-1{K>YWeVjTBc2(YSx)`8As|^eIzg)^p>s00e#gFleN)83#qe|A5eHkO5}fup z6PlE)t>KoH>jKk7ByrF%G`!aNzkv{VVGaNS5!NNn>)hvgUoduoFdDCaF_zk`6tpq)^86N!77mzJpc~V)rG7BJlDm%_kJVw-1i}JAedW@>R&z z6w*@$KW8~q9rP?P%RIk(rD)rcyGp3i$e}slKG}9)g9alo?OUs zx{6?;bgOM~f+q?uVy`2%I=j-@RahvMh{WAEGZSq4^OZ&_NF{0x{%6Ff)Ov%2gnafm ze*r`3X$+s@@WU`t9gw3u3FtzVqdVh{ko^W&n%IvV-cnN#3&_ENm}wfGt0%dVPYY)5 zHZqKAJ`Ss6{Ocl^%^88^k%#sVJq1_}z^3F7J)u2wz;pk4+u)!eDhm2vPxifdS8N&Oh{KhNGhUm#Rl%M7QUdph{j&uyKQ+3^YdpG-~N4oMo|Ssn>C=9 zioNDIuvo5wQ6YX-D9jp+)mR+CqzSKEZ@9P zo~#sQ3@jp0E5wiJjsA%fh4y^;7rzDri}!leBg8liv}{K;V`@dG&tX|GsRap9+aOk6 zV-oZwu`eKJi1Q3(FxJ}Kdh%okMPt(MQA$ep@3uS%DXGY~%l%-2C})m-Igg41Ew*rS z7g3%hzR#*yQzBOTqz&~LQHi2YY()GWM85(3FxXQ-ugLyQD}8Z17C-u8iCx#|g%jGN zwG9kn2M(5cOlP^Ku)3kGV<79T)fxfp!RD5RnJOF5U&9L7pNHO{tYtV+(_622dz&0yeD7y z5vw}7zR19O7$=~I9=H^o<8~DPgyl-or^EPthu_nl9QUr z$q@gGur~qgackSg@1oFXN{T{?1{F~#(I6W2YaXbCW`(FU7rRiBod$_C&x!`k!!Dte zG}9z$P-&nNnf~Yc+3)v0@Ap5x@7u@mJjdR@srz2{TGzU+^E|I}p-rA0ff!{v>6Bl} z!lH!h`})%hwe#x&2X1gnfe`;(Gs(dX1p%^9>nYW=+HhYBAdwPXNw}YV?zquT8|Gsu zG#C@r*!T0Ykqp~BW z4r^hg0a2*si4&KIkzbsIrzqn$gZtj zUxo%PnXJ$NvoUpEx)1;W*nM$&cOdFoZ=!;|Q~n zcSyo0KeSh@$=al!LHFq3x=C#P4hbrhGpDb|R3NhXaFD#KVuW!2Pov0cY zQ>gq8*;~+PHxEWvm%!bR8Z`+6k>(F9(h|@YvE?8)koDO5)T!ezp&(ELX@o(Ubl7?? zIA$Wo9u9@qGu$x<(ua8!ZW}{1NYBk(HS@LlzI!-{h=?p*x|D#GPb|LB{`e#6QyK7M z`&N6g=i)ulnf19O6D6L~q^*UZ>5xCQ`80bc0=3Z_b1A(r%7}^v6)rn?QSLLLKuEFQ z5*8}G?;p(0bp8hHF+q!roFJDVtRe`~tI#Z{e$=}#0ifOn^8QcP>jRRnKeo2AvP2mM zNvyCBe78s&z~mgR9xC9?Go%{WhUvUB%Ro z7k$H$S3GP0oTHWUB0Q>5%srd$a1OlXj_pfC74)YeIYZ;kUwP%DG@3{m@Z zuj<4?CSK&&oxXzih;TK-NRnp@A%`+xq#dW8FQ=-2vk`Y#v@52c{1>fSF$g03D(Xd& z20=za1kNOafl;i6Y#17g@I8lNZ;f=1!@*(P%X6Pfp2v%$iA8(5WkCuM**+jB1iETK ze#tlfE_kq!rN!JT-wryO*SS`#jEfe*qJ0%Xh2V^O2oPIBVj_YMH~bV153Gk~2kIOZ zJV+#q6RBK^QDt#yg}Opj)&3>oH(qG*(DZLV`?wn9KSQ&D!{n+6uzWkhP^_{0=G znZp3nb~g~9?SLJ>E-Waa%a6GD0d;!?p?tv0X5dapmq{+L6af>rNmP80`H`I#P(+k) zCFmO%SJl+iYzEDNhhL3;dt6|EQ=+O)H!nz{jW(*eS;=vJ2}_19JuXahgwnPesprGv z|1hqXb7ezsr6062sIW_*)!U_bU)GR@I`Oy(D!Q=0Llbn3v?Y zWRl?CP3E}tb8%f+E0!)MY%A&)SOs&LEA~ZQgvIO%9e(WEX+PUD4)rViY<)kO_=FU&by^GqhHqkB~$`Z*h?H0Tb%s?7M3s2K3Ff0D1M^PE3FBk;CRODLFb=vRR% z1eM7ndT<#^ApMBv>Y|HgwrKs3`-23~jrC@Kle)VqA&41hyONRepKmeK*#vhc-i-N!Yd)r}Di+-O%% z0N@Io)Wg5&7J51`=Sde9VE)Ufu3*Y@jku15d;a>d*D(9oGE6z5#KQDG1PvH*F@#6U zL6gR6xF?`WWdhWj?ycfD1CiAyVib$Df+j0c)?$~xjACj4@TTriaAu>5qY+SY!yNMv z)JOlIe1o`J1vMgoKM&9~gPvtTQZNZo4kv$!j)|#3VO(Ju;{RqRS)e zZD+tWK`+mWQ3P3lQkZ$5IUm(QH9(nu6Wk?%9EvEc{}i)TU{Xmh&Z@0Pjw84t ztE$E*5As(+w?^9L&~Gm_9}^QpvJ`6L+>n}`(T6zHNoRfl9)}MN`Tlln1AF%DQNYGO zxdR$0;%@8u@wGqT%y?b@ufrBjufDINq4uB;v;p+`0kn|t_ z_IZeeYfOLC1EeF4^fTk1dUplqVxONSPkzRJ_QB3J7)z$@MXXQs8%uB)Qbg1RNEe8| zQoLm;QoYytcB}U7+m{4|ar*Yr;o&Xk_sn81jZaLx46lSi&&Fz9!io%7n;10RSW%k38)&bA~4sQpS;&_k`&2ECcr1fsZIz#VBrhLio1^P zuICfhO`#C(0yhuB^5K5W0^pbBBpEiMCqe)r-N2~EpP^K-ii|-d!^IJ72`lV4j5$fJ z`mbyv{WD4$MZnE8pjy|VIKt2oa2@FACLIZAHc3M#0t%5DfU-&i5=ka2u_8*Jfyd2i zF#PMtb%Vnqy;)D6G9#JT4f6InYT2QE+kd0MNPXbDJPz(4`2bY~W>n~LcX#&-`NLp2 zsjJE~Cn5q6z7>V7RX|Q|9ZEiuhM}3_;l)oU$exS(lgU1+jLO(nZ=bgh3U>6QGa!%R z^0{w#C?=v=0{9tqbL`C#4UHNwvgkef3k97TpBwZ*r0JTV<*~8m@naTUTnleRPAeF; zy8}cS{I3>$-N$GrsfM5c%-ItVK-17K)oml+hDQPiajGhF&)ai)+p(hMn1RGAt2xKw z08vGRE@NYR0w|m;Rci01I7HajMdvo7l|qo8s~CN?M68M*K!e|^4O7Hq;`h!%)XVRH z3xNiUcwIq`Sm2RbjI1Zp{g@@Ry_y2~a1SB9>1d+6<#9i31QihF2kKdUVwK~nh`L}~ z{STnwh%n>YS;XV(ctp?H&RWP~)uA2m-SBV|09@#gj7NR;IXX-&u|1(z zvb>EpigZ}RE3UJx?Fo=Aa()V=J68**@T9

)zsE-?0DKu>2j!%5))IsQ5O#4rq8k zmiV{bWlQ1sMDWr8z(D8XeoFlq>?4{+ucpnsH{^hT5jP=h&x%N$i4Yr7Tuag+4v(1F z5maO~5H~Evsv-@-?_^eo=XP!TjPOHFb|DAPK;B0ycD5p7D2&E8{>%m$u}m|xXhA%= z2I&B?tiX9d%$S439t?t(%?3UwZpkSPz|w;Bf45}6lCKAvA>I;za@Z{CJ#>Yi6Nw=_ z#3PBOycA`=)k;cmm53rhb_k$?p(Y@zLC7%T8l0ihBRd9Ud&ysL%*S$tBa$}2D4uj< z+mbMN49<=6!`^qbuoplM5{WD5BRFUR%?tK3w0f!C8^KqNOD>3zQUa4&UGoI+U$JlO z5(${w{Xm+~@KIWy{dd&Ik9Va9@T)hFid=h}N%~;`yAZ`YCi_kRW#ThmfmP3rcXGnw zp$a`V;ZpBi&H-Ry$6*zy3Rl1`6%JX%YKoW;?7*=>#m^$1%Gg+05xp&{y&B*J&DaM4 zsS}iwkm8U{pkwICZ&&6eOHM)%K>{bVWa>p5#oWlHDe1TL4N^*L z+?;YhXmxP>*hojJ_J(cdWyX_9bS+AAp0jhej4@9S5in;Vd~B1yF7%3>nZlxC+1L548iH zw87v)lxqM-Jus3VOYXufR>(lJ$K|^guc=|wT_X?^3T7`41c3Ep>V#1!VEqK7VZ?(P z>C<0OeyE2xcXnRE?o>2y91Xn-@m;9znTHBC-I1`nkV0dJ4aClWt&lZ9iExXfb1x=< zkW+qm+-pAU(UC_dXYDQjYXI>z!s|3pU{TLGP9!*D3?jRtK=}h61arUv?N<%bDHi?T z)ilGHnHC7mz>uxPY}TFU&&+77w~ew*`3gEi4IvC-)x|gSP9ME+VHZl$p=>(|$Z=7h z?$Axl61_l!Ba7h)f^ml{8_J61S-v$kqutgIBnw z&cFkK)THDl%MKI?6J#5b12}J~vQ?ttM9QYz2MRC%34&aQNay8FK~Z!+*_+HC8L4e< zUV#z$2VyY6jvq`L%?<0Dn|HjO*@NB#fKlibjRk)CSn^Ck!}I5KPa?E_62ED*@*VLX zGdHfcKW~1p=40jEI@1UeSO0(}jOzJXvuDzfnPayVpFs%zsEG0x`g4IDf18^;tt$g& z*h3pyNmHVHuL$)oWa>wctRmT83Gx_$KdNo06Yf7rG6raS7~idcH8*ib;e)72;(Vz< zAO~O2$B(DMQ>zhMw3vqPw;b9t0ubrdXJxh`a03PmDDhFey2Y*q-l?z7VXGzQP!S{$ z1w?S+VHFiiELB^$coTcjbDH}4;YC+;pI|cttcrK!1go9VEDy008wC)I`%F`PeKpa? z!bt81jL6Y2s#f9R;_8a6WqHorQH;e5^13JgNEITwoWLGNdV}yo|7JUx*jFg$Lx%^= zjrNI)YwZ(NYRiMrh#iY2`T$r7!o_0iuWuBz$T<3tZMkH=)2UNQ^)Ddb=jxWN)5@@` zf3Qed>hI6Q9s~s!vAHAYBK)YJWm$oZ@fp})az+>t`jOiO!Dn7}(I1YvXuaYFQ6j3J z(}A2E!dK$RQe3$7DOs55-}0epP^-+A|@^eU0r3M8if+1pa6zp$pE z?CI%QR9dP`jFKRk$3xz6`t|l}*PaslK@^oZqG>UDQf|Y@y3M7cXA5%1PEi)C0(TNR zE4=0K_m?7XB``I>w8L0Lh|L&1LFZ6<-mZlPs-urjE8-2fYF^5zSYUy=fxs|Wd=OZ| zt?sgiNlmgZzdiO3)3MJ;%12&svnxL8qyK}bHQcT znZEUey|T4U)2F$*xjnPK6)!JrdQ7-N!>9BvfCJyiQ}s5%VI= z@yF@Pt*6{-{BPI~QgZS!!#;}>Wy zCY%7#m_aa3oXD}wL%B)tFMj~5>n&U+T6dBkhG@)mNcPt)&| z(|yr7_9#rpNv ziTfg1>A=e&7Zv&v$}7!+0fBVxajpbT2pYQk=j5cK&jMU4a&$l0*tB}pNYOFB+JyZ0 zPKvZ)B3B$Uc(2m}7aZ2yckvjq_0J(iC zsj_k@AO0*n@6m`A0K83Qf2!`~T$Gv|p!`v>9Vb2KXoA3Ypi`TSo$s!$iz>6Tb>WxO zmK%u$)4|%!&?f#Lz2=KfsPk~6)erU_#G?ps7HN>hCdDNS%&2%JgKCF1OtE7B6^8f~ z7Z*$2Sws;g3Hpvx+3m-|zc5z)Ur{ruP&IY+YTzC^Xt#%@cQp*Ih>#DMJWKCWNv;Aj zl?OKFO^N?48HrmM#L+V>0qSz=L{uOIWT4PeDDv(OPBXhcz*2|9xYGLnOP!~7J3L&_ zji(v;JHa7{@D<-6&X1%W4D}fRn2QUuB1E_hQO%IdUqQ8~Y?{%tkMid@dR6G>APS%( z3!jANlVj{Nr2U)s>@l|Ygh?q}4T0w@!aCw5kW?s|2_-Aw*P{>LrDKnU|5NCZ1EB{i z1^*A?9EDDIGSi9R2!?(Hd&Q5rPW6%271Lux_KT;6T|fb3U_Zp|i0toyVPgknMlK)p zL&#sM%OKoi&7k{gI{tmDp)(|5O2ZHBBC;$kVw(WU_(ewA>U*#$_&Y+*)>+?)who@l^+u;0wufMp>G!#;z3$ag6} zB=_dSKG+FA9efC|3K0_9w**>&*s<9Y3<_T-KJbG+etj^q#ppwK&k1t{7?hJU0Ca~) zn;6=F(22PWn+}fV`YR%Wi-@@(-Mf}sJnjs$F??7FnCAL1=P6Doe}G`d;dm+hL&zxV zCi+YeCaVEuW9X3FCAV!KxYRcKVjMy&a(*KgA<2tKKRQ8zKb?La3ArJ9+~Sd>ryVPn zf(UsBEEkXm4!QT>zKKaF8_M$a*;ExU9^jVbfD8XClR;M*BM@SHr2a$3k>)@O>&)zI z3G~m8An#Gp)MRt!WZ_u4l%j}6Z2f+QILIfkJCICZdQ`7(=G^MT|7)n%gm1;&qOc@Q z9weCnoI5>Ow<`Jo6r+Y6RyaoEE+SyY?f*Kk6P9sb%EfC6cZ0!>ADKWr~I-uirJN6BBydEf^*;eoshMC&QSXEV?t zbhcEex-j~I1&>1lMf7>7xjB(f5|JDF+h||UF*^sQx}r}UiKZM-nk#_Rc@V(q$ri`@ z+ar$>UQLaSi5BFb{#|LsLYnVL?>b~mk~9348*S32k*}laa^Xabrm?{U7jQEmw4BEs z9K=3Nq4qyRQ6OV=pAi{2SPS%eNX)uKv}aehoQ4#~7;s-Deo| zdTw6m#0MDiAx>8NWYdP(nE)(}EM@>jTVpRg21h}Z4w_n8LfM7?jfy?R6BGP$4~`#b zLycI=64Q-@dj*c0AjvF6G*6_}g6tY#OUM~+Yk7DWD8i}`c?$|tG%9(-k1wV`4bV># zm>Xl-II^Y=e~viN80XurK;k~MzoHl_cNPo@Vez|g+U~}YpDj3q4@dqez{?1H+NPP; zxE%%xGfb>NJ6}sbW#hlPndk{-=Pl&aB_fd#bn-n%bM>^S@FM=p0)S8<3#&o81CHvU z>xAhwXH+>CXFsff=H2q-$<2=>q2Ez>$*qGjR$TS`lkoQJOC5Ph?`s!nESW7K(}uNn73EnDd8sD zV8hF99GwL`knS6O@p)oD zfU;quL8qk9mMx4FPzeDHwbVQyG(P+e@>MPWCbQM`PE+6y zNNWqR!66QA09!~C2g*RzaM*9J^SdkQ=ge8h!N#`wZ5QqKGn0cR6QZ{A8e{IObxboL zoe^%^O^)w52R(4`Y+B9|yt zYuElbBU0ECua$(n3<`{ASWUIv*!}=q_+criM{u*xRluVFwa(@~AA$|RI2W?9YSR50 z9WBzg)nQo-=G@Sm#{`;oT-EsT`_TSoa*DG0X-V6AR2+&J-EMfyKzf~WPK9*20yxJ- zl>vJ2eqTH#Ely5DFY^8_0~2SGm8bv2_Cf$ONP-sc+?jXcK}>D|I4zKMI1`2#`jK7+ zbVHJ6IOw!L0tzaSQMKibxunbS_W^KxnDoTp7-$X$GXHZMj{%Hp`0fu&gh-oG zY(mM8uk}?{^la^l^{jqS-L~vz@As`^2EZWd^Ii&INh5)I@OA&^o`aU~4O?&yMKmTHK82WzjCy!RtLporxU?X=nheLR9iZXzX{l@*bH3 za2im=84N^UBq6-B1xrj zE%0c3kZFj-`ibvGXgb%w(1LV>G*&P zH{gG8w8tr*o7{7^UE#Zb;yXGM$+G+OmpRZEk_}QMn;&pS*n5VVL;QG&)}a}2s$fFC9zj^fwDGHwYA1AOI2p-x0Nes`0jiT5NyrA|s{V^EKy z%^xF4$d&==i)dSX2y-B4G^w<>LkC1sK_>mA_) z8{l}}ZVir{@>hs!^UaHJ4gHKdgxGPCvJ#{xIWDr+!4qn2D}PV+_s0d+iihdJru!u(&jd zLQblCh_seV(3%FFR7ynq6hiPRD0TTlYzZ0h4W!{tEClIl@`$nx6X9zV^< zE=`UDU$G)xGk)t#P)LY@wLFld>v}l&MDl=@Dqm(|Jd7q0Wkf+Iq7{vgh^*1PatJzT zDGcgCtLwnQT5y8+P}|XcYN|$Q1bD*V*ao5v6(KPzc?1n%{+YM@07Rc5NQA<6I4LD% z*q0Iddu~XIYs`}d^gLv&?|W~}v)Q{Fayy(PlcMxCu?*@KiYQjm+ZBXw5hGkoP>6Ld z!B_y@?ZH^n@tC^mncH!a0Y5R_d7KhqnX&ozeKC?0NbcQRoRq0>P(N;7Ai2?log$S3 zq;boaFZTm?`NP7~Z3DN#y?Ngs@>NSkuU@(sm3FZ+Ma2Eed}MTQmQH50)nmKK4kr_* zf}_@@0UeJGyUUL{{*>t~?b!7~ODV6hl%`kK`HC%I^-iwZ)%wc=XTI04GFl#A`!d?{ zcIV8e{&Qw`&sU6iJ5$GftG<;juv};6hHAL>4evF0dS0az)56cv{1u$h!^%Gpo7<> z)7U_!k%d&P&dADk>^n5H{6`cR@dUtI@g@IoB+jXO4Pb zysu1Sro}*;_oEAeV{bk)}OK<^*)P#f?H9QnW73Vbt`_0^_+Ycyo72yXBaqmLjGt# znoZ{N)N%3`t6FM>ts9GqZyjKwU#a z@5qrGY&F7#AsAdpT^zsQ#-#_--NSs}h_usohQI}&EJ_)iM?0dL?vW!eo0hOHr2&hvk1g^W6Mn^zkKMAy%mHa~qro zRHzKbdlHB>*dm{P7_Z_i%+Mcr*tI0KHNDqiHr{Rp=Bp@h^zsFD-C z(t(yAlB3K;qXq2I@d?RKghb^JXZodW$;7vrm|xF6`?ccE>&2v+R2c zhOUl>wk{9D+>w09Q#-G66lY$Xm-SxA$AAvEv@iATL<**+3$v9dF$S8E@ta;*VTC)g zdvwc>w&&zCD@oCIPs=m;9oRk*n_o^)nTMFxVPsH9}m zs0_g8PVDe=PuHEfO|E}cEKA*mLfpJd2nG;0J_e8B?4kjd)NVK~s-V0y(A5nyx#9xP z$kN$Y%AD!ws6lEO0X-=fKYuo|0taBhqQb&wWxs$Brz*O3W{cMow3%`P)I!E zQAjxe(I`Q0Zt*!FEk=M6cfnQ(a__N@qh}&&-o46e+MhX|U3%o(w{PYbrK#zi^ts!J zvEt*nqS1|LWx8UE@3$8gW5C@P05{HI#o2>&T!02)4%NeWy;x2gD!{ou!YyJ4(w zZ_ha;AhI2hwHDwnqq@{a3etwmRT_|)WEn42bd}6I+IdWOC0;g{vOO=_~bqGwfBEZx~tW=&t*)X{AXd0 zbFj&kg1>s5qLQ2~wg=yTa3eI-2nH(AE+{@af#kZN(GJ_l%bfv?Rlgqz2x{oQc(_r1 zcYZoA(-QjheY;f3;jr(I_Zy^fSYY{=E{BD;zkj8^{V}|I>{a|_!BGsK2aZFW1H_ev zjK>3~g*3`$jbZ~xHZpft3EOqz$yKRwq^crnV+ei$Cn4EL2N7+DEPGtEeCo zuCQPzthFWC&!nWVGt$GhB%T$>zS&xC3tJo~+lBLs_`PSFrN-H7XaLgY5C}67gRJ=; zKgE7D3%kqAv@}(O##Wf9g~!BX;yUNy^mQ!SF*xRC0h+CtPv`$=s&}fiYHVw;k|F^+a-rt6z>fvN6 zsB-x5c*%HnD+rs6GUs=84GYtjAj7EBq#9xRLhMvyL;CRq9X3xF@5K3V|0fh z?sj|cgVYCm<42WaB1?0R@zOU}156ln&@!7UQ9pOg!$M#fma2>f6rN zd%j8j4&)p_L63J>id*KrL1RpOb+r=OXfsZ^1M?BIBW>I_#LS^da2pR^-0wyrClzaH zN;7|SA^=-qD%OuTd||9Qcmm@selK+1IpA9Xl8`up(xeT0jkHyL zc-Roke?6xESzY{v`zunZ=_M&k ztkg_lje!C%6}iGaSjK_pYPY%Xor1U-<1Jk1jk^K05DhEu1XK%S$OnS1UVUX?WR?sO z@K|T%FPCEX@L(%z>#=B?*k&?Gpw2?}aR``6yPmduGI&Vd&ZkS3Q*}RX9xLlzQrh$( zu`PI}d{r2OKKENa>gytnOSyvO$T&Ru{g+(mb?Fq@vE$KGBa@%YHYiY8OY4#ge;=Rc z;ro&9catry>uW4y)rKPZP-leb%szM8O_EGtyye!Ew%Ig z=X!b5pWkG>*ASse7V)o!i8z7{m*)3kf9;W9Onv1O<8_9wRD}0zt#w{qUBD@N z*!Dz=ZM$?f3m%t zU7^TBl{M(i2wJpPyBqnC->Patj%)2An{-lu@*PgUsp;l``Q2H}7mkWP8{>$;VCEEp z1g#WS>xn2i+%zcaK0U=ryNB;W?Fl14UF@S5+6|0G5p&z{$Rh6Fw|Mu(-Q9fw{w!pZ zL+!5x0H=dI1!RSV$ha-Qpiop=`RPE*wUZp^F(``l{pH?>-5e!+WTUknHZg#r?P#3C z+(igH48V>A(VBNRE!VPea(0%__hlkYMUO;%L#N(W$Vm-W7A7xp;o8LGC;8r!h4Q5( z#vS{Ji2=sw@BQCD?!-Jjf>|q8s0BU7F6baa&}9vkr;h5?nG~sCH#j%OP11{w%E!Nw zo=iDw_-qwi^l&A8F6dqQoSd7RdjU%Hd;7gj0Vu;~l*i~sra!*rluLHNFYZ@<{gdMG7K@0jJc0(l(@3as;<*^>p6#E8{FZxnMV08O}f* z$deM}4#wMWzu14gAW!0Lm5Y;GIWwi-81&R^%4u)%dmC1>Z2GgL$sf~Urh<)Eg#E7g zl_c}?W~%t%&$B-s3QIc}f9u|Z0g%ge{#N!X41F1B@j>wjjutxA=~#vN{G@->8oHBxYhYtJtE9R|UL{D%ICrz<-L z^H+KNd@(iK8vP?|f*~$jKzNZ~T^5pxw)x!US|6KV(~FhbW6LTNJypi*)=75$oOx`o zcj$4eH`gAvd;2ZoSZ@eqzF?+u$TzQ{YT01JB1}m<7dvbFBP(3AX6jP7vT5=B?HeP5 zrTK4XxYt`pETsxoHkMIUf(TOujk8bM)Rmp>vI9>cK;Q5fa6G?nt2Qq3iz^S+ zf6M;D_#B+zQ=x53gRa9KUTt-sVN_rTCV=b4w;@U2bSU^c2Omt3*tbyP9WWHD1m^vF?wfe^*M07?d-dI;&3vS8z*Y(z&98<-Mr5cN~+8> zHcu-t)a9lkp63 zh7U1mS`5UMX3xIea;JDS9BxEZPk4;Qhl!O`l?@gle0UHkvq;i(q_Ft?4Y~Rs`_Y6} z4o(EC4&yj&XBaSeqNZ!N{;A6fE+H(aJ`Zod^n`IYuK4Hp1#o}27Fiu(Jk`}JNY zBk)W4c+HKIl`^++Rh8H#b!zR<{mo?=DoZhEx)+`vyjZ%Jnl?d%L6l6#vgOJiCs{la zIF?S>AE?77ZjyfuRaTEVDfvJy-Pcjh%+ffUd|mA6>@`Cg^}BqLpBzF1a0ZUUwYM67 zk81n2Af>8g>Ez<#D)v;RrbWd{kNSQw%hs@rzR6a_<<7)W{-tti@a!kfv$b~um`d}_ zetJY4*w08+yqt*Zfzc&!#<;HcKtglSl}x|-ch^MXa$l~=$c;XRQ9JgxQU9y2CL*Rc z!_vnF2P<~0Sa_SLyh|oKr1jbUkNz?NorUAMPv^8U)=>6a3rqJwOEHQDsSaR*?Kq=4 z>M5uXTO@}KiELG=7oB5I*%Yc_4HwyaoUkuQ31oSw<~D1W_}5nnmPbqMpQbr^oW5uy z-W8S}GP*S)#v<)i|He6o4e2||6I~j8%}U4Es0zgMeK03R;(6HP>$@v+qp9}|zX>&L zXOo9+AuLI5s;srQhSBe^yOdyS5vzh0UsGM{z=JE9(p##w$jg-FDSbRpX`vFphQs-l%j<0d@$SW}O`N-wwCc2GKTU?lbNcHc) zqN%WM9@ga2|H5{di6uBm<*1Z+#!|{lFJ#N>qc~g!>gNRHDdVVIi~w)7gP)Xk?9xY> z@MM|e+X^!zKYBVkf8&U#IMfGE!mAmo)X9&g$rc`qdc5POpiwA8TsSY&5Nb?&e3<0$ z(m0XE@lCD@2sM#!&W1hZ($GYaL@rpeA`L83dzn4;5YT~NPJN@~?1w#6TBiN#a3PUx z+cbaw7&$P9bld^RNLTUsRMJqU27RJFGBJp&GjOOlFE=Y?xD&8Y7yzfo{Ub*=A?43n z$@{U-NY3pUgMyh=SLq38ltIKy=pG)&F3GgG=;y^2M`UZ~@63_s-bKaj3QcK8nKcd!N)Jr7yt^@#7G|)i*!Ud5bso0d-rs!W z?a8~3mUQh(am!cXV(>eY`(u9$EEGsSLXtmNKs(I6qvE=Yx}jZkBa;KFCmi?fK1%6zn1w58b`Ho=g|=Bg9RRCva2E_BQz6 zVbzR+EjC=ghRSFRy7{AJ;g-65Y>u6BV%y%_0q+Rx#>Z3s`kJlYBs;FV_T`$jcOJ`XM5nTflI)@C^rkNgjnQjUADwf&+ZX7_nQwRc*gEpUa?hdA8PtHN9Fd9ymNI>h*P&`B4b@wo{j4agT@sM3sG zTBpgt6en|)g|#Coo=@7&_VAe~Mrwa8GOUK3P0y|K(n-CElx~;nM`M={ul{N1qN*<7 zDkw@n`B0(xy1;lOl=ihjTtPuWy69O&Szu}CNF67qmQd8Ocdk2gP?6h#>cZ?Kb^Kia zWzGyJwo2wYj$)7nhTvdTzKWV&{^turuCz%Y5O4`i$Kw0|n6DiUTwE9&R0AP=a)zX) z#vy&AWKBy;d)|Qh%aqjXv%@K;=_vxA!Tan^*wO`|3daElXs$>M-M^p;L|YFB0Kj}R z6O1TMR6pP^i_83lh?h6oY zxuEoUb6Vz-v(Q(H(f;Mw&5ta&N$om%BCr|>OSW@2Ch?t}J6=vaY?xn7{i>R<3C~Of z_U$oI&^e1elt5{2eeS7SIasT-O`40w-^<&GmMOhwLtxperLE~Af}J(x`e`lgo|ETP zsQ&JKE5kK7)+~>UaVk;U;5F^Pm6Nq9)VRIZWAf!rk8?lOqN=6HSN~TOw*J(iX*D!> zRDT8ab$=)`vZb(gJq5>Ko3u6Nhx7>|=9enob=Ty9oOx34)S2MNr%dS|y(Hx)`_HNw z!DnV`5{^o6o~M6ucag`7xn!A?`@4!)QfYEa>nX3;RHe_W$TVH^Zy2O!H2Xua)ZPX# zFLA%H9_7a+De6Aa83nh>7bjYLSG^_1;8$`vj;(4dD#iYU9o`A|Dzx{W#A4K(vJDnx zq~0E;G54RR&zxF+vaa^0n;2g`G;eSAUrv2+e^GPEz2k=#V7tEn}&8(BO!yun+) zY5(`EOPA{V+9%HLnMH{C04Ti~NKrfF!aF&RZvDitINS>Sfl{a(gzy=JtMyUpB(B1%5yzQ~7)=iguZ z(NI6x;V(1#$^UPIKr6C%_Qu{y^_R@bnC`GMnhm-3>h863k%3l!N@` zNXW<-0xbk^uE1wKx0=SGZ0b3Etk|4288hl)OF|>p0gI0rT0C#=#1=h!f~j%jxf0*VotWj_0MOEdUb1j4wGU$riNl zk-}&|EYL3{;Wa?+aU7rZRjrZu7ic;8Scc5&^l#6%)tHMt$4rF}ec4wZbq8kVWc%y& zoGQN~@A-JL=sgEHG`poXyAxGg3sBD0INuHwIRVXG$cjI}$}TgK`R3{DEs`mTd}pM5 zPnput6ck6mH!ZZ7ICNx@2l66oH=8nAB?#~+4M{EidN$!E+`LZ;gx_^dc=~ei-Y_+0fB&?$U^8=4Flqkj#))uHXQq$7JX$g?Jx=n1>V-Jrf0G=Gj)_D z>&nDhss0>IUv6;l?Fj3;fC1;ZvB%vYr6nm6TaK6uf4hgd&b^D3wfTejgG~9*&&dk~ zp}W!rsA=sKX^={8sO^N(-ED9FlHI1RrNoHU=%udYWi%IZ?W|`RRt1txt*oWgkI+%Y zZ^*4)0f~2cV-+Pr(ygsWwwV-Sy2yWdeNw3K)S~G#q)d3Q?##rkVr#(E*D!PdJZD~*YRkPt2JyPEHSx9$wcGjoSXx844@Xn!}cR&}OHUAnv z&fJ0M!5&tXp{FvO>^L%gdM`;4*0yV{i(Q{`ID0&4dLdh0ymR*!rDdPYwqpT+^?5#ZSu}$ zHjW-+CF(ibyB9g~uIoH>e#=vlC+6RJWhlRl=#GZ*dv1L?NHikC!;?@Xq;|W&wGJqT z%=kmf>pIZP`zH62N3uh7ZRJONmk8p5rE86DZ&=r7g5Yg`azSlqm|Jw$9@U>+hwU}b zIDyC5iMd~ihG#SHx%P;_Q)&cr03^~NyN%i~fb!#x%u@ZcLQS(+I$tmScc6U1G@zy| zXOFzSPhtf%wo5Pdit`ZbAYdK+N+0i?*m#y~*OsF6#dE6SN3W%umd%|lE)KuddgQ~L zWM%6I^JZjk)#4r0@lCCn=XGlMvJLmghvDG2hTbu543WV@L4`x%^H>jFzZ7>r+F)g z*jcQEOlWaSAWy`|_?cb@)|5@c5eeW94SxbdVHzg(nH2d%h+e!28h&THm-3|CVFX>((IB>E z%ONB&(hhEzkz66A6)*Q$yt}9*? z!-dqeTjhHt+Hqa|FHm$x%AHYG2^3{3)s$wUq)(dCVgX>|)Ql|9 zb*4c2brco-O-h+*!6x!dZFl)n@0puOplG0Rw+-G)yYSj7Lxf7(i^*1jK3c+RqM8W- zq>L>aG_f9}`o)gO6L668@s4}i0P-1iVz25fZqXOZwQMZa=DuQvq4B%3Q(Tyv ziz~W7j4D_U-0PTLkA7zEv}ynL3$vQBt#j>qJ9wwEIadvp7_qy zZ(Alf=!KvDd$%XZz(*^8|IC4~l?$*5__lEn2L_t3x0_=~Q$Yyrmvy^i->z?a_9mbX z;k^?F3!Z&(*kGrK6fwsBf{Hu56_8?gLdKK>Fx+;uCD{Yc1?`|*#m!3EvUuf(i$`Li zgCJ4}GE<%0Ux)<%@A?I4s#H!n5dL*s^ zsGj^ZDBju9WLfxMso^7fYM3?5UQ5MgpOq7Cf(sp#WTsFv_2HuALDk;Dgo1Tu4(J3i zAhGwoK3|J2FntOR1r8(jJw=b4iiaZA3-95=QTfq%R@kVJLJ)jrDng$`GZ^msBFla=rHMXQF(rs|HFluoN`jlgG2EA~+(M!LJFz4~XH8 z;ul)c>|FoAb1Xge)Y?F3y37&>_6>n`i6RL@`R95uaw)A7;2`qR{YwlypgPg5`;6Y< zaui0n-4h<*Y7C53J5}4*NezmtC@DOA5=&6_S?{p1IB$Ud_l{AG8mFuBH0&>=$W8s8 zi((&0(y-=ry{qM8^A6PXR^Vf37fb^s!Idp$?t>;EH@B%B2!rjbwD%EvT06|72&Wiy znW>SQ?d;h%-M4U9Y&OXqP|Krf>YmjcW9$iJg@t-Y;924Sf}pQorHpbun2&Y-?6$AD zRWtjQJ<37himFOr$E`fKy!vW#SvwE8h`s6TKcdy1sCANkvQ0nq?b%|PeS0%>|!+FxaU-TNN9u@-Na&aFV#a6!~a4$YAb zVeVndmoH1mOpck&<<&+_vQjkZ%Gm8wC^A}+A(Lz^6M_;0Ctr~CYPx_GcRv?4_d(A< z)Qz`@Z!A$8_MEL6ZTG0MH`Hcu`CO*_yEi6t$@@Ed2>K8wA?%bS4%a z8bnr3Z`W?TOGen^1o51M_OtFPlEC?g&9fl zNQk_Uv~)rB(97&yiwu# zabhHN=YR5}Nx{9DZ?WP0TgxBUkzIxU0nYMfe>-f^-YY?X)k*V^aI0a4HS6f>Xr;WM0U-AG17L zEs5n<8g0cGiBuT?$WVJ)bX3kA_$RZ~q)prW`1&a<3Gf5RWyGP8PMfUDB!GQqHp#0^(m{M-2yM*lC*0FXu|3!!?>g{lp;u|x7nuH03{KPy(&lUOy zey?douGOn;A-B!#7Q4S;&9n^B`k1}hW*j;fO7lapOujtSS!iDR9;AICPEO9*-FHzL zb6OYj(|oiyC8wr3z;lMguR@K*qE-f~5;8@Oi=@*xq`lZYPA6RZZxtmR(*oz)f>+}FZamxQ)B?UPJJ%a7xO{omXUf!V(nXdwkd5j`s z+0L3jn!X94L}fc6oG72o&%2qZG@eW)=SKq%Pv63pi5q1F+2nN_S_fa>F{R>1bBqK! z#dWe@lIl-{Xi0kL#kPsMdbf1QkMR1K0A9bG_0j1bN~DE5tGJME(4UoGNl+Zy*R|T3 z3|!s&jH9G;<^C{}ekIrO`f@r`Ph|na@LEj2nrSxt&?5RZ_>JIZO>fXI|Kb`&p0rvz z$`Kl__vfZpF1Ct`BqUr*2;aI4pI5ch>huw)XZ;KvUVWY@-r>^uN4+Q|eg9iuL(W?1 zKXW+>Lt1b>VpH*Jyjvn5`g+uZeh)u*3e6W4Tt$+$#{2xCZvlby@Qg<`h0ztaR8jS@ z`>E#r@cZ>&kzUow59u5(g|{9YH&8wDt#YzM?#A$V>zVU(^b})q>>!P~tYHir-?^v& z+d(c%di22?2Q~{YG9OI8`D3x30;U8dLH_&Sr?(Zi&-Ca1zJToEr_-*K{cgOhNFJ(b z^tnj-h}^y!$9C~57f309D74+Kr-iZ6D?4Dukb10gC6$!n-m-1D;5%0-EQ4@`*LV zc@ldk{xbjlS?*t~kmZq_@8TuY@%?w)8P+`XU`Z2DUXYzBLx8c33d0Pb#gOm&7zV9L zIu*%USIe?Ka81(s7EnI*VrMTFDWSSpY*lqC_RiLCp^F6W2Abe0wmG$~(kl?z+@0*W z+v*ev(7|GiRQMqpvnB?-VKt5FF9q3X_o<_%oj32ILkcKU!jGI4!SxeuY86+oj9g`J zS2W|5_v$WoVyS)+T(%ZL-h%AcCRLiROa3Ecq8%Q@{m$Jo;mdin96ID%j6VR%oQ9qQ|=uVF+hX&iaLl#qNC5YjaDej^DQRc3<-rL#$*r zqi}zFQmOC!cEkB(A}=#SUK~f-%e!?i|1J7&0XNhSh-1^gY!Ff!y8!xnD1!3^7nXr zDvH`JC&(gUh+l*s=NeUw*$4x%3 zuj{OCypk`n`DpRC02X!*-O4Y2^R|8;c^I?&t-+{?joFxABd&!e_nNKd>>1|+#wqAC z4oiaBwWQI21rddKFF4-N4ILRjhb#SBR>pXR)Yh0|TrY2(22^_?$5!Zxo6c4F>EDmv zCe|Jmi#7VzGU2e3j@2z5GQG;Vu_;ehkXuZOjcLy^0^&}ygCGsLA2HCvH4y8_JAPn( zPHb7_e*=@U<&0+CpNQylqj0B^7v&y_uqDI4Kj$CEbw$UBc+=}yo3^W+qI$}UZnvu} z1}%e%1;5lEWzsjMR}HK_jTw_2l4qWGTq$iT(*N^?Pj~kL(l0VS$#H6EEcMK96Lf3zx^%!Gzs!DXR)mJ|4fKw@cjD96scUQiec*Mk^9Q?TG*Xf;9mFLp>X)z3d zg4SQmOWJLJplaV@z(_sRZS0$1*g%40k(k(43)bBmTH-&}dur<^Z!t=O;9Hp%Xo1|0 z>LIM~A8z9HgDvJ!8KYcw6!IRY5ZNYDnf-p_9fr!L8=-T2AAx%DkkMt;H1a3iET96=6DBbdZGEiB{v_tohRzxPf@?h|AwGBUHMijt) zvL7xUiCuF>{`A=Xb?x92Rpe$n#(rw9VnU6p$m0@*EyviloC>KFC7NTGR|$>LDf@06 z>#FNvRX-vZUzzhdl|eGA4bM$1r^<3{2Sp8U6i$5kDB)aZgVr0_3nf)UM8@0S-B31E zB7i|-)#b4Jk+r%SaZhQnRhx*ROW`l6pLZchdGTj|dOI??>xkth#h}y1pGJ1}elM5%}in6P)^QZ!azU z(hBWMw=@h7p52#xM<+<~4}8D$_@^r7knj6R@y?KSuU+2uf5B5V)v^3X=*6>tD;};2 z@@u1f6NY>g<#1MoXMZgr)r<}@jbHQsn}r3_%;?NcdQ_%<(Tc&bNr6?_`dIZyvOSw9i`iI-}mS9xvuNH z&hxyy^%62aoDZTKnQqL@d8R$-V}L0}KlvZ|s5{Le>Z+X~lWKd{-X!&B?6{~0b>}1A z{$g3(RH0hEe9JtE8haf;0WRcQ&@jZU_!dk3moPAs>5 zGgJotm!d1VpJ?UQxN+p=tKUpp0m~s=;zpf#Krh7OIz{c zXv%qjJXMVP16&6)N z0D}>`Pu;s3HH|o(NR^dD5m4Iy4~hUIc9*)hHmJ&Y1B%->Xt+turR4L_5ruYpr*Bc1 zx_3HWKIV^g9*FJ>qo7ouSFYC~iyE_OFJ8 z)q|3@p-2$vRr3YVGC~V19;9$^8y7kC*6EUiZc&lL*6+=9`wtCV>Ym%0S2KgMcTY=$ zhYsieyN6$OYc>zVN-#V7N!{b!vq2Y%dfCeRF54rUN-DGyI*8N`)^`$Qr;20UiKvCy zFvyN>JZ|$W<^~dn7lI`f#@;fTr+sgWQC-cbYb^{ess@$6a2A%7!8 zM3cHL#Jg;n72N0bKu3YkEe#shJ$iceai?=1v)!F`Nf}h*>=k<-Ny3hMVF~gq9$e7Y zHq&`Olo^CbLBZci+74X-G=Z% zmwKExpkrkXxU;3!av+udCoCgZ$f>%wj*21A_)lY@!Jx8&WY`6!e>IUtr_1iBmuJXa zXquV+(U;X%lT>v7gxgYXTJ0&-KW5=ChiMiVx!|u0D@!>yFk^tb9}Q}SI}B4O$;PmM z)%DyW=odQ5pFv-#*E9f3eao3&+N>#;fd<8|!RW{WG#tRqh=X@U7pSyb&kuytLx;HD z66jjmVZTD+a+5 zl{PaR<7lD)Sed;szR;6Icob1=zG-AaGaqyA`=0Xg;mu@Hu{0ln=YZ8O7Rb^@$n(1T9iNv;u@kihWU2N>vOF&dzt%Vg5sg zaRS{H)9^vgV)wBd_GVBH2zRzy-1G&Eufn9JNfZ7v^xnz8rPUMxpN}=&qd4){c)GUq zG`l!*Jt1KG>rN0rCWQH(Jr1Lm=mbTfx6~=-tWO( zAwfjKyVJx%DU7}4>stYA#0k{W!$H#Qljr{@_|YS9etwb{@0zdd;dM!$9;{MKAGun( z{Fp+#lO;Dj`bVvhIi7ot5{MojcMbcRA1B;$x6gMmVMn+p=p%!(WzAuHVmvV6^G^2t zJpXc-Z$qA_#@KOyrv8Ms9%uD5Z^2D4_(qRtF8GC*19z!O3>9}{o?Bb~cVTyO^nKqN!bIn%W+of>0Z z^QX!XEbecN(J$!3LqHB!1*)B9qsUZJA!?=RmYar2&WLQ*fZ{BM)l1te_GjAW3htnX zYj_p}(;3D(nkG3;dH8AXbv~ltQ9S3o&iZ3HlJ*^kzxHe@JS#|*iuQVqCpOchlXRy;h|L=m zml{yPUnv_|YIxSVPOW{8m7}aH+KR$O#xG<5y31?)UNwdo+Z!!wFtKIP?Wz+dt zvS}+65zAB_cnVKv0@{)HJ$XE(n%-C+E1>-4)rl1yfknH8>Az*IlWWMl{qTXYPWjB! zJFgFN%Ky$L+ibsQELJPqLxIj^ugE84I)wX@|Nr|PkiTSIOa{kMq9>Gy}$jwIKlcUvLl5>FD<|Oo|_2sCLp1`;k0hJ z^-`i_H4)f#O6q^Bt`hn3T7)_MUtBQ#(Xa+`>Fgq^GnHdzHL#)0wxqbjqsP$#pMN zt3^buYUPwq$5!^f!#NOm>{Q?PqgwIZRp*d&2rlZBDFzvo@u*Gpt;Dhu3oAjcKm$6j zGr;mf=wZ|5np35JY(b)7T{&|eqme(Oc^9)C>>gT!mD0H;=e{Asj)#E^SIGPA?!JVj z_(0%)cAh&vBo=3SWPK-LIIp(Aa$Ss}1xn8<4?6}U`R$Fu-b-HE#BgW&-@o5=r^e`@yKsk_)qXr?COguaCnX4=O_OOf8sdXOD^sFtMf9mfe_DQ#Secu z&R~=^@we*z*=6B@VmB8Q+%73jLgg=YRA%SQdgLNmb4UR!TERvB)@#I-JRx_;O(@&8 zR7(mX3C51qz`+_9rVQ8I(m_I^*1ozmZ(rp?z!wMwpLA!MDVc!j7A>CWIAHMgH-n$1 zV}$Vz^^qB9Ol)U5^ar(Ek6X{0M#37!e<*YcUKinMRWEX2{zv(#kj38u@EVb7lj6Gs zfibG~tH*^+2h~P_%l50e5>dzpfAasxH+}iac{@`VY}_UU-e0!ux1cFCvvuoBsu9ry zRn)ucKTfv?_;2Cm3`2%h>Gj(N-4Uvfnc+SA2Zy+wc%%zyw?ey{>3(gxmd32yw%Kuo zITt8K)7d6-#6(M`SMMQY#wPwNk+{>vq*9)AhXE&b>u`MB`|FuwX4gpj1W|-9{^1HK zIMC+R8=Od0;igph2hIO-J0BM@p-r=v;{P%{_Nk8$F%MtB zPZJhS-w@%a*7DQ$3;Z;78IfqqUsi6K{>iAB|Nbj93Wt0nmVf3-%NU*mbiZP4XSW<$ z2&R9IKO!mQU$U(MihsKG(B-h%{~zOui~?&$4pQmy8~+n~|dWX7@Qy;4UD z*>B~!%x4?*J0m4iE^@`a_@sC#)uk$FP8;7Q;FVy zKYCjH=Eu&b#70zCQfcJMwxfK9vR0&T8C(^t|05%y2#hoqTY3 z&K!}I2HW<&aY&P*yUAJy76}nR0CRS3o<6um6~(pDy!+ z9oqD_7-#w5n}NLX5tB7(ja%ZOY|-qEchB6h*GpHBDO_Na%t6CgKz6t>NvKhT%T8WCF64D~rXsZwEhYJgNqU;ew)xvMyI zX`0cupU{T52wx(=c=7;QqygBo6Rt zp=4z98NC2gd1FQ+I&mB3*)HcvIRV1Timi@OBw2voH9)@s<*eewP(^ECABIQ6k-QqS zgB&5RjDe=7Cc(@X%tm4YJ~c?yz*Qf){OAr9s~hBvRj@?_%K*Zi$n?If^g7&7-;<#rOgb-@AB6zl^>J{mSTKbfaR^Kr*|K- zdt$)&F;-I?_J@)s;>nXIbCT;JKoN=tTZ=bN%7`YzSYP)NvP3Hy6aO+Gu74<&+!|c9 z9litQ;_(?jE2Dti6XX;eUqdQaW+lw8rHkY(vb^vj-~ZIo^POiGj8v{*#HG5qE>u`U zq(TQH!Yoh_YHTnJQHN3rvSQX50=uvz*pVeUAOv>RZP@7Pl z=C*EJ++O?u7m1K}X!F`U!c!nG_q7tUIi2!E z`tc76DyS3|(5M*HJPma`!r}rSP;ge4V~ix8l_NCK21Et~)7Roe)nrMmgH{c26G-^C zCfPO^VMw;~;e&fbwea$H^z2dh&L`E^{|$!GDrIF~3U<*D%py8Lv`C7}9MNOtJCxR0 zjCh#-C(Zj7V_DM?`3oSE4VP}~ivnFj4+3(y6&0R&CGQZT8DbjHbdksN+#>&`joX~N ze>>ffn|xvlGabwVlOb7#6;d@Ut;APpXJp{)39M=>!Y8@@AQnPJ{b~b;!$D49c|HyI zHSU@kj`!$Xp{LP+`M*DCx}3PQ!p;}L zn;Kqz{f^Ox_J-;g+_7*#$o4Q7u?OFj^186O{ijkMoyWDXZo6y3$2*Cm#E6N(1qu+~ zgE_;x(Tr0ChMSNHAA?yq#8VZ_)?leVh|z+2Q`-e_Y!b6Wb5h@-^y1w1xr_{`DMI?e zYKBNZu~_=m2Ch{O79tV+W-L?y?b*N}`1=K`qTmn6>P$1x(TSQZcu^e}x(~;OZs+v< zMl)jaQ=P(dxuiq>d*bE{I#H;&p##YpyYcRA?Y%eAw<4BM@0g%OjmV^C+ z(Eyb=K#BAT8%C&VqQg_wHfkPFT zEq4uEOQM|z6#LX+tfz!-LU=JB-P0wWFV_(0DpFuT;&<;JUl@**eK-tm0GL|=iEc9H zT4{8?#rEZgI&cFN+9s78?Xr%y&%*k_JX#5Jna}FOB4-f#5EGyrQcZ3OKK~x1OF!5k z6m`_4Ccch3vi6lt@=B|Nau6Ry-)tYAwULm|EyK*H5zT!wP$(#hNwcC>etn5>eW!h9Fcucv&0Zk3oaV|lvcwD!!I+2&v)x^Jp zmhWh5sv%Yv9G@^vLP1-HmnKHx`nXPj?j#Yok$fN{x_xdAQo;x>BW8p9xJ%?m7*(|V zt`cJbr6bVccp*{5E`*l9Jb7jW+t~7XKRVyWUvh6F9kXyUu0$e1K0UBez}R|CSddmX zOpeIW4`9Ahw3Z?<{P2p05QZx|oT|PD2aFl6Zy{%Uq822**8@SWD&xEZa+cRfH0j-G z_}4?sC`Y8f;<>^~A;7FL*|8#bupHHhmPjef0zDAyVR4(2ABI4)%%`E~<6 z&!%bs*<}aJEXmIZ^AF>Y)roD}rjL==yf#y4(fqk#-bB+vkH26^WYn1j&NfoYCVL4) zaMImXMIT*;AOuKMSn2gq^>eoZSd9~>PA zU2`S;iu+sao{*ap3>*)j%|NQ$$&uvjfOnCcKuJR};<-xcLg*s{Z66Vmp&F<l6%yJ5vmZ8`wYrCN@SZ9FM{^w?u3qhcD!CdlESf|p zda~rXbEf9`Ya9RpES7dpHHsOl<(Hw5>nFD|bTYUZlSOH;^hZ4O?GuP3Xk%D;mC1Tw zdl9}5bKg+dwUCOPNbxYUeU61_RjqNcb{Hbk!tn-ZAX&9h%U9qh`4I-l%UI>EWuz@vfJZ8T0+aU`vP zwbv)clZby5ABqK_yB+QlZ+C!X_f`ge}qPZVD z4%x;NUE1Kp1{+=M-%IrqN*9MzbG&^L2v7=(B_1>E%EQA z4z;x(l>>13fWzztL`;lGIgQ!jtasZbBuZ|doH={;$^|}QdinNy`#*|IjH-xF%IRdf zIw?Ozo61|L8Hut~@&v4UP(I+`)EKZe=#C6=m!^Zy{2gADaWh0kW`Pgo9r7sH%va6> zF}N^RKhrg7O#w{1FQ%G?Y;`Jx!Kt)O=I|Toq9uzLtCTiFfqyh%9OmqK(93FT^dab5 zx3skd#!exzGdmy+alD4P2gGvwfDmAwsTB-XpPf8!Wc0`mdvPW6288%ei|^6tvs^|(jewu}&enZn>9uaEF>>uW@$iRYYljUodCvlp2ku8R+0VH1g-MA7gS8b+cY zgRGlm-@x~Az8$39-h_)=j_Q*YmA+GTz89u%_gj@`Mz9283UKEknkVM8#=j(ARjbL z2LiW@K~xDu%rA^xh~6XgjfUp$o+iJKfySAo3$xk?xJ4dj4#CVIZCsD^J8(;itdB#- zIGkLwgtKdVoTm*AkZfy#aDEe?RVTq6(?qOlo=0cl1A)=&zkZ4eY1A_Gvt3AT3kDh+ zk54oUPN{?CpLDWdF?wZb24hn0{d1MeQEM0oAaYr)1E%pQtuVsJ3JGAU88N-7UPCXJ z5C%F|P^oi(No=bxgBncNCaB(~8c7++*2LxI-?c_ZUAK*w%&JerV9;iAqD08)JeNK8 z@ZcCza&vszkd}SHuuUV@HOq11HSJ$86b;c<9orN-l1yojEg~<_00*3)27o|f$-g*E z^v2K;w!{Y9dSN6M0MbdmeFa-dEpiM^G%5|DWC$Be3%$Gy@}F8F8><)Z_ZTm(K|?^l{K`q0uR>08>_|_65x+@K>}pG zrH$^fBlHLLjunSV<0@XCg)8$)+9H({>O`$2x%x8@i@$&$YC?Mja(hB?8e;NZKw?yp zBDqwF%fnzZ6($;}Y}CH?+5ymV+0?_PL^#{$>eXYMAK&1-5jM=Yt{+6nFIh>!GfaG5 z0aGO|6t>#GvrU1WD@}B&kv?1Haz7hXdxIKnv@y3&jXUJ#<^~u!*9)TQs=_BH=w6WK+$G>3HL${YI0utwMu$>h~vh z&3O@3z|g2z$Y~E}vjY@Z3W&+XEe9YFa8n*mLhK^_B&*i)XAkS04P&45R-+gcPM(K5 z^O0N~xfR>$7v;jz(m2O-q)f@KAD<>W0_`zG>wOf_s_@Jbc)xdk=xL0@48LE)eFwKR zIM<#bQ4tPIO3Uh7tN&%#?JQByIapvWw!NWr@?1aO{y}^9fV7`+f-{BiSgK;TpsV17 zoN7B8)6*!+E`6lPA)pCUe5z?TO^h{6y+N0~+p&&4|HbvsnhJRV?RUXth(_y|CDR*o z!0t*sO&Wj)n3(P)w&@Y(5UD{#{wZh1DD7cN)yS9&LZqVDK3IbS zdx?c-Jv`jmg%i9!G&c{C#;HXJu@Go z9O*gl<7?f3QtDu>+I<;i$gsUJ80-mf$-q=s3>~A6!R=ET0;tzi9dV zp-s0h^RrQqe(c@5cZWY`PvKqBlsEFMDX)zyK`A8!>)sBywN%nh4>V3WyAzf0Z-Ct5 zk$wdjn4H_&FStyyXU+l;KNiC9$i>j?=o+#rBV~EGZ-vN2kFCd1q{PFxS=Q+aOmqQ9 z;xHj{5G-6}axSqI>5bs0IC$&YaQOQRIu5i7W3Z=ED-RVTrvbKiOUM!cDY+*G+vwK~ ze<3#_N&yzf7`t`~&ze2k8ZKX>Rq^g@xUNPKNQ0>*bV8Bf6WKpNSLn*pV`8J<0&FB$ z6B;YjFxUlf;VOqGMGPJmCCkDk`Hx(?M9D>FYNF4Bz@zyB3Ob}G#A%9pECRV8>+0|1 z$ccUHijbOQUb2ETyRU{s zY&433quhRsDyV)RrSac8V0nibM>aEO&EkhDZy$n#-?~RGFI(@cAU=)FQ{D&jo>V9H z)O^WdoeXr0TdC=?!mI797`hGyD5Irqb)uZrqrM z91Uw;d&>w6sWuA*oCie&-e{%(PU&~jytOc(19?!gnNXfqJ3`u;H3ewmi6r-8xkwA~ zWBH!-0-uu6aAMQE<+XRd^IS-xMYy+y;bUmK^1iL^dHZZPfIU!16vF|IxTXhN6%-a~ zkntMER!A76{Du0cmG<&v!_=4u0UhXkboJPyMKK?|aYiMNwxLsi4M01rnuCbRpPl8a z>|r}fc)n}*v-}Lh>-z5F{rkx?4y#^{8gpC0P-i&(af5#oMC+k&LoKLfA3F$VCm0*a zAoZ=TWv8^Fit-nl08WM$3l5m|Fmd+W`UJ-qjA1V)7k%1>h@EBx#*QuMW{g9BZ2Hz) sdHJ-OTk8MaWI_EwU+n)M@WGT|#Om|D%JVIv=vOH3RoxS}>-gpW0yb<89RL6T literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/merck/cmet/dg_results.csv b/summaries/2026_jun_08_abfe/merck/cmet/dg_results.csv new file mode 100644 index 0000000..9416fcb --- /dev/null +++ b/summaries/2026_jun_08_abfe/merck/cmet/dg_results.csv @@ -0,0 +1,25 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +CHEMBL3402753_200,33.424539339220345,0.07671635139924092,1.9489106433082979,0.07397579239053068,-6.894729,-38.370358,0.10657305678180912,-9.13905 +CHEMBL3402747_3400,30.13888152829939,0.07518827276150691,3.1294907949248754,0.06997731392912003,-6.894312,-33.9037,0.10271368373100724,-7.46041 +CHEMBL3402744_300,36.67583299662962,0.0765799295411143,6.8087234045035965,0.07245492212986428,-6.9629393,-36.830048,0.10542391260699219,-8.89882 +CHEMBL3402745_200,38.19589596045311,0.07547275640937988,6.071954029602892,0.07379366688777823,-6.8967247,-39.020664,0.10555397781596848,-9.13905 +CHEMBL3402750_400,33.517559918178314,0.07415389848402194,1.313750135417033,0.07259869789306901,-6.8803377,-39.08415,0.10377558285139976,-8.72837 +CHEMBL3402743_42,58.44328271543549,0.08374958869157946,20.253178838868745,0.08075804931282551,-7.1847,-45.374798,0.11634369830300863,-10.0637 +CHEMBL3402752_30000,27.587619744010535,0.07527692592089998,1.5682385837980892,0.07352327726386383,-6.876743,-32.896122,0.1052249394189403,-6.17032 +CHEMBL3402755_4200,35.76379363826056,0.07673437278716533,3.5651984842664013,0.07230322730482638,-6.879207,-39.0778,0.10543206649655051,-7.33522 +CHEMBL3402749_500,32.96989203190459,0.07464249661440096,2.8001451881001307,0.07370297436204522,-6.8759613,-37.04571,0.10489819221818436,-8.59616 +CHEMBL3402765_11-charged-pKa-8.1,63.643777148473326,0.083327550791352,19.289372510369606,0.07991943823676793,-6.8953757,-51.24978,0.11545820598366281,-10.8575 +CHEMBL3402742_23,59.48571899602261,0.08453403200546514,18.97028622658319,0.07990696891771867,-7.147846,-47.663277,0.11632336931467495,-10.4205 +CHEMBL3402754_40,34.86631999640436,0.07468974729351621,2.2576832320233846,0.07414631495731187,-6.8830795,-39.49171,0.10524369041666204,-10.0926 +CHEMBL3402748_5300,32.364034475818144,0.07565129667987726,6.322611885343693,0.07366637661727259,-6.8962984,-32.937717,0.10559286781437775,-7.19739 +CHEMBL3402741_400,64.6084486542451,0.08554097449851204,15.205456657120553,0.08228889707741625,-6.8229394,-56.225933,0.11869591779152598,-8.72837 +CHEMBL3402763_90,58.24409203082448,0.08471725297835257,13.613165735234105,0.08078607146477111,-7.1133437,-51.744267,0.11706153208851017,-9.61215 +CHEMBL3402764_90,59.50625370826385,0.0839894122435669,21.743078220885952,0.07755252832324913,-6.8555627,-44.618736,0.11431804764930245,-9.61215 +CHEMBL3402751_2100,30.128758506488623,0.0750155209441822,1.2501843968553386,0.07236352801775311,-6.86866,-35.747234,0.10422959545975019,-7.745890000000001 +CHEMBL3402756_2.7 redocked,61.451233111391986,0.08384290758253783,21.137178848724467,0.07979236126452689,-7.0471168,-47.36117,0.11574305192132595,-11.6897 +CHEMBL3402762_1 redocked,62.95372454330743,0.08999304981475777,21.96556856451318,0.08136035268758117,-7.074184,-48.06234,0.12131881966294046,-12.2782 +CHEMBL3402760_1 redocked,66.65427658650741,0.08611275956676576,22.5078179962629,0.08061756411430707,-7.2458224,-51.392284,0.11796015854485793,-12.2782 +CHEMBL3402757_6.5 redocked,62.223618332917795,0.09142121209004488,22.78243379455821,0.0828509402179716,-7.0467114,-46.487896,0.12337794095791546,-11.1692 +CHEMBL3402761_1 redocked,51.5752182445652,0.08180643373279178,7.768587254092384,0.0801614860663501,-7.3366313,-51.143265,0.114534520771876,-12.2782 +CHEMBL3402758_10 redocked,62.35169130326144,0.08284974383873171,23.016057115029746,0.08040940080877118,-7.363319,-46.698956,0.1154545442698947,-10.914 +CHEMBL3402759_5.7 redocked,63.24733455818346,0.08619360605956354,21.45674987855507,0.0813583615937764,-6.987903,-48.778492,0.11852645580955713,-11.247 diff --git a/summaries/2026_jun_08_abfe/merck/eg5/README.md b/summaries/2026_jun_08_abfe/merck/eg5/README.md new file mode 100644 index 0000000..a00c317 --- /dev/null +++ b/summaries/2026_jun_08_abfe/merck/eg5/README.md @@ -0,0 +1,33 @@ +# Eg5 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 24.11 +- RMSE: 24.39 +- R²: 0.42 +- Kendall 𝜏: 0.46 +- Spearman ρ: 0.60 + +## System Details +- Ligands: 28 +- Host Atoms: 5906 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 13.96 Hours +- Average Time Per Molecule: 0.50 Hours +- Total Nanoseconds Simulated: 5138.40 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/merck/eg5/dg_plot.png b/summaries/2026_jun_08_abfe/merck/eg5/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..d5f3d132f55dcd2fdfedc69a50f2db5afe515719 GIT binary patch literal 59953 zcmce;cU;bI|37?2luBufwvePnA}tLqw56>nLQ6EXB$Y@~k=0OC(n3p1N*XBA5G^4M z4Ybw$JkCDf`+MJi{r>xTT-W1ranyVSsF;FO!)!JI>h7`*3 zdJ1LP1NxQtNu0#dWc-i(X^q3Dja;2hpSAUHq#Uq4?RLWT^oe73f@d5(Jde4a+Abk2 zC9zvv(E0RfH&1y<$&>%@Doa^&K@>u`?_*Wj;SN*{3S;HOgnc$vG9;&XN|oz9p)OAkIm2Cea!HwMDtPW@fDnI z7E?*P^w&II&iOfA!(C5>b&c7~zZa4-Z0!3~rD(d|{q8?jJoVY{?P}@%H@l~JgY`u@ z&WA7kp-|Rko}#c)|6G%|)!!sc{Zk*dH(}`oq5>-&mwuLVZf$JD(hn#8FTPOr>*y#; zu!{b0n9R)VEZ3vA!^0=iT6NXc)l&~XHU2^o78W~vWu2_CVNQ0o#Qy#J89wI>2OXsT zGr8WD_DF6?W5dxPn&oRaI8tLu$X77FqL%aj{VHNd^Yim_?P?g>J33xeR#HqJ9SVK) zXzQ8LuGJJbFRxG)!JvwYisS2b$lE^H_2*W2I3K z-?z{1dt-vwDIu)swORYCGOPx>C%#@)?)&reLsL^zWnWF?_~eL%$i|JmA0L^nRSr<# zlCTVaWSYa}b8l?SZO4iBH6T(jO&zwQ+61Z{9q<*j*7= z(K0B6t1{e(jh*6=g7=^V9esC?)BM-Z4-XUX?{D82U~PFHU_+Hd=i|SDBxhn%eSX$By-Fysso1xG=x$s^sy$ z+|*PN@x!?kihkiKtEbM*s^hQN$YM)VKfmhzd$yNhEOeB{gza<<@!Qmn9~YwtN=vii zp1s1IGAQ`podgK&d`lhdWe?xvE_U@iAT*wA|XIySbUY>OMbRXmC;dWN+PQ}p!C`lu@ms(fF}B=VOb)LtdWL ze`KTH&xwV9e&_!EZKG#oe2I^&=@d{p7moF)>h2bxNa3ty_)$xoC`*_%J8Rqq*Y0wS zI5CrI<@G!~G_M((g#Bm#yolo4lay9-OpLs*11W@Jn)y$jjJMeY_D+v~B`3?eBH#*c zP-SBy(_`~z=dWI6nf>!~d9X^--~;N4ZTsJn>W%t9{bQiSR8Mvu{>(_>6jJ|udzrL< z>1VMl_yYgE&{ExKHA=vSZQE9JadBmyV!+R@UC_MBPfC}hb*a9WQFyq{>X7_(I;c^H z4#j8Q-ivoRF1C3yU2$>o>o;#gFJ8Q8>2jYjRCRoOS#Z+fS_T@C2S0k$;@6l7C<$-g z{E+tXW?{oXruySrE!WTe{(gY7@B&%l2z^m?4-c8HiomO}u^el8c#;j%bZV3qaAUQ! zwO`CljV7ba`1}78zFJq$YFF2xZh7ujuo&guim1J^A#9ektOh)lOG{i&F}dJCY4_i{ zf;-VEJh1hnSiq<(tASY!^&6*tH|C6?seGQtddv9TqlV-HiT!_P#;=9fE0=#DtB@gW za?yd(^znV=3GVIZzEsnH_>^$|U!A%!>lmpu*pF$0(c&qO(t=%Y-4Z=5jyEQCgZx8k zX2kP=JvT1+MI>xICeLb+P`mVrPR6^Rd#S6+&mSyvI=m@`;R>|_YF$b9T_sAN59#nKe1wuNmubw3}L5VuyAKr{ss*(2-s0 zzcTYqk;{08y8Dqs7eqyH0`{V~Eu$Gdy6J!3Cp|X9_sr11Lmq~(Z}UPO?d>=59mQy= z%aCH2O76hxuyQ@M{HUm?Wk-dC#r&4mLMNi+f{gX_O4Q&kWB|}CE?de zh5!EMb{N|4g|M*SS8<>WR@7kWjg^es`5iZG*uW&9#5>gb_~o~T8`7>_rFMKjhK3^L zT)U2-XB7qflRxw8bHtvrzbZRB*Q1rxRE09?7JtJ9q(&LD#?Yv!QPw&yj&9&1S5s%w zo^;~m$t&o8=NA7>Y>Ny!XlVcFv?Dq+lg(Rc1# z-hT9LdWsME&1IQPb;2pRWK*T`GSzz&`TiB7RCaY)e-CJ$bZN`>FW5;+$zb~6z5dP| zWu234Eo-Di*jcw|hu&?}WxdL;xQx=0VWdf39>yZTHFU0^pg^Xuwzl@=r%&d=T-Y|v zKT^}sOIy^@lVvC~5J2>$BS-&E@3 zNvVw6YU=Qd`=o1YR>x5nQrF{@F7}s3Tc+v6QQtUTTC^b(QiPGVCg*l|y12c5d`L*h@=woP!c23lZP8!)Mmjn= z)^2xV0+f{snD=&eae0&*M{c_~wWPFtE5uP#7ZX{-5UOe-r)pAKRyICAgDZS;^xfF> zxP42ul|?DP$D3QSd1(F-_P@S7rvqjZ*|aI;*oOzx6AhBAe0*0>#m+PE#Xio;8XN0|zwJ8qK~H(FscB*LNS}ZpZpTMMR5PELn9zUj8PnyC zj?Y%rQIsF9F{sf`4#_Y1?==Qt(OK#5q(9$EG(!FBQKWX!MLiStvny)LYv!&NqsotJ zZxS{XUMkP&XU+_j6&gwZXmJUBDMRY82etYbgg#`}Rr#X#wyLXhi$~#IQm$vH^(tM} zC@h+(e;bW#ZbpRV$)j3m`FzxFZETxiq;=@w#-#9YF?s6SXGX7$q3-r7YB}d*RwEx_ zVEf-2*=jkF-)0CQ&D>-yxiN0zKj}!>les`Gdt$UEp$-)1qsdoYZ?9W^guI$@iRK8W zynj%S?OhQeeSE#ki{t`+a`CsQ-6+N50H@GyQ_%|-FROfdt6CoPhMe(ryuJr;Yre&2 zZu(`;5f}ciu=_^pPwFmM>V{%BaMNzwIZ$2mkf*Qixv%WbnCBzp-!p5d-BRqVF<*?v zsj`J|%VhoRg6*gU8T{01kJ~!P7Q?p?c*ezSN{ssgSu90rZ!;)PM*CZLBM4aS$LA6_whhVSt{q|aiDzMyEw{iRk zauG2CBu2qt`1~%pjqEh13}KPwm0`n{rTgD-QCp;Oc`k?%TCfONJgL^^>e8r>Qa}1# zTBKU+v?Qt;Zb&kY6blK@@&d@~-`{t|F3yoO@e~=&I3cst{OnBuBgU(J&DSy2X-G*) z9ns&EA`?obi0S)DtIYY3pH{Gb$XNyp5T~|u>z&d)`m%p+w*ETf_cPbhlB}8|-O}2u z%DneQURse(Iq}@KCr67#nd(;PYH0uLO}ig8s0IeNzuej?7h`zk{4;R2M)7)NE`7o*nD-yKW{V z*nZ43aqh_92uiWZU;&NIxjALUp=`?t-@k*lpNrfFS|6`ZxqrX;v4vcgby-PE=YI7> zZtC~Tko8(sXSpo%H25nEki*UGNAW4&dV7P1+H$^v2OKW*m5twKagmW*f;33)`DtlX z>CFZKsAk@i!#rG))|Z=_^u?`9*9Hd%gRBLYmn(gLmuNG1a#PB?rS{*#rRGtC5s*Am#p2Oo2LdAU-99RwB4P)K1VrHK`dqzVsH;>txzVp=QwUpFfngO7ieSLjB z!^4)g0h;QZE7}aOLxi8bjJ6zCm7##REhFe3Rnh&|=iR$@@8&!_In^Cl3my^a)dgB> z-&Y->5zn}46%7UC#lUWEp!t5D*U+K;iAsDA58hRM;`CIK;!!l6QW7 z{s@>5inI3ccIXAh#vChGue(5AQYB z@y(l!lgfb$yx@t`qZNy5`1zyIV!wiOkNy2yb5q)0%BgX!qoq7+1}n858Zu@w)Cs?h zpS{^{%z4o3&)OK1MvyIln#6C`->R$CPyhPNvuf3<_EMkiC1*y&Oq?eA>%y;Gslhro z=h#N+fuIRo!_FC?|W0$g=^=@PZv6#9Bml> zw(X~4J;01+TecM|J9~(%OKW9YTVdr_=rBYL$;uKRZ)_I^Zls|UTR%}xUHI?H_r*Q2 z$a(&UYbd2#*!0C;SDqMMQ?y^{GsA~1D+2iZCWo(mvWfAF{qW&KbD7^+f)G*3Bq#Xo z(U%<@9c`OaG}t;5mHaOqxV@85vCy|o2h<%|s0>SMV~g#o^!ww-(oHqi^RH(5c6^W8 z#1AMlO!I%+Y>EOG%MIV{@%`hhuA%Yb)2DS1aK@&lZnQ7{)E|Mq@fC*)=bAZ6K$%%n zQxhP-4&)q~5FY``$3JFnd3HrT)tp)i|8!)iX|0@aDm;_pDrgF@r<|B+^2iQ1(r|A< zs=8Xi*RNlt&;GK^_?O81@r;{WWhf(eu3N7vq_V!x#hy(cK7`!8%Lhp!B&TA*JY!^o z@JDv~P=+YE6vGX-MEmf8Vy9LCmrkJBejjd~*!t^7?9-<^)~@^hx8>o32UV3S<&q-d z;jstqO>OMDPjF!3YBi4zW>jR(71Uek&&5I>hLzsxG5l7W}@=btT2r)by~K*_MB$iMJ~%l+gfi)QrDy zq!=z$DV;QM(?j#OFIeO#$CE}a79A6F-t39fi`G^y0M@3qHqA2MzfIT+;#MUb2?+^( z`Fr>7#c`%*U=VXJOG)AebLsQ^wwa-$yu4gTF{c#j){0=2py}yp)rJGNcC1& z^bl25)#$r-w@GZBof2Lvg@+M73T9zi8H?6i1xeB=0Uw6oqHKj^@!aOZ3xuZ~SjQ~}dNPu(Ihg|;oc zefyKj?!C68cl`VrF+J^#7bc$_?MgrNcpV{`sNZ(4qlMZl0+lC!ec3uyoZ(D8HmMw$ z%ypFLYunV@%XSop$f)HXpI?|84Udd`i8`9=^k!YgKO)Hm2fsM#dZVCV=ZO<1biREC zR!;Ni()0iQMs9k%Rv^!@fy;e#<{_#iQ3jdT@7&+pxxVEi&T!tTFY@SyJ@YfarKF{4 zs0!no+j6y_iL6-RZQJU085etevs+!YAGOQC28H zke}^3@*U|{tqQ(&?V9C?-ob6vc!Z^LnSYOjgA zDSyF1(Dlp^cxpe2PyS%|#ma!GFK1<@_UzfCrl-e3=>dyQRtsB3xyZ~X#?Ll1I4CAj zak6vgpTUoe@$vCs`g=i#n+siSK9_ju_LZXR^zkdn$;piutG`TREYX}n{TTc6N1gEh z`}ad`$-1O?{&>6V+_Y3sX>tyJcR2+LxGvL|H#UV?ezENA?9wMc?f6e)Pq!|U|NQxL zE`GyK;rjc=#zt}jL2yX%lWD*&E`L4bzw*-JJZEa|Ts$;z$AwNUJ-ymepWkEOZrG@r znsPsQ@L-@VN8ndinMLE)xRIu0HA)bWTezAGVajwH_FYyvcTVBpJ%x<183E;h%Us*c z!vhNn3+X5ky>0fjQK3(sY+uQ=R&Z(tjrKA~b>G}*MJ+x*4J8Sx_j;f>hNt%~g;05o zvG5>AOfju-hvBp1CX`Aj!r+*{RU0O;UeGFQ(CwO@9Myx1K@+4tFpuqF@bDmC(evl` zQ3t&L46sg)c3;JD`uaXi*SRT)h7!Kq-N8ZRA`_3WQrN(qe9My4t0W{OKw?#MtjhqD zSC@K^FZ=N>u@()!_vg=5xN-Y$O3`dJ%~t>Y{Y^7m3p+&?y+kDqXbodMFP87xv*$jx zKIsz@RwWmp;BVo08dORt1*5!h;Q|p`*yg&*{Uh<0Wa~2DKK~m3h1iYIsBrd*yvKzt zEiHQhBmv}l0WV%fuy1w)+6wiXv?=plLCJmkH1^ZxS%1xa`%-joNU+Vx$jIcnf89r} z5_Q4N-F+{>ed=3-=Vwk@mid~@d!9HUPDwiTrGye>_56&Gj0{^_j*V&hzZ6O72YQLt z&bxiOT(p;z*HkGqh5nd<4-Z)iPJOwAZP^DIXW-MbtvC?2&d#DHI|KE9eSCDIu`Yk% z-;|B})$G@I_nd7i@p2)@;P%dw%c8ks+1c3E@bIj%v9XD;{&}8MA2TzvU0#D6*qWR2 zB%yJuSU26<lZT)90AUZT;i2DSKs6lv-F$O4K@@N7ZbRtbL>f0TZU-tmOfM~ za%hJ~M#f*VC~J-6SUoSO`qA3j`l>Q`Iq|W0ce$z9B|1A7UA=nMyYq+l0(5APHEY&T z08S#%sJB@ZsKaq`A8wZ}^_x1F{5#V3lIdgfjpOoYSUfvVv{NXCKlpc^SbH#0=?a9q z9yA1UTX=bS*YNUQ9{*aa8+&)>$#qzOQ0#8OUAxxeAnZClux5v>Y%d(hlP6Ek&;Ncm z4IB>C#przOSTaC!pHOe84_1?s1WSv-YR?wBCG2&I;EnnT=oz+u2AX$y^wX0qb4NLl zKQAv2@K!@#e+|gh#$VFg8b3VLlMY-s$GhhY6Y;?gn`fq~8PEOs83OymO5xb`=g;?` zt44k)IB!{gjt5%qUEGYgwiw(lLf6pk#@GD9eeFdp9B4{jKG>EcDPeKzUH8LZpNm6q z8ih7*)^vI|2bl-3-hH%7F@xt}-aD9J9I=OKjal1wCv@lWuS)B%_5D(>E`MX!oZY)}CP7o@dC*Xq67pyAH z>-7>tXbs`v^aOcOF)uIRb1)PyXk)9+o;{0IT@Dk27^(~Z<~IJ?Y@+`B%!u3kw0mQs zvVco#)(b$;q_ngZXxv%m<Q0TMPzDQ>@>-A5?t$bzE=VsU-m9EjF#05_K z9#alX)H!%?W%Sw6sWjai4B|K9;~%*3?Kv}CiTzCWNl*}l7)xpwnf9VUf-7FeYH|87 zLu33i)W(9Eq;dN64&Ofm2F^2p+LbR~F30h%giLo0N-T&+3igR}cex@nzd|^wqit_h z=!$!&S?eeh<>G=Lm$0WDQTi#5>OYO0l?@53Ucci}GFWJonYp>$*H>54Z7KqSx9CVEe0e!%37N zC1R_R`ozBZU^U2kQclj*fPb?Q4WeIX*#9;;9X+Z$qN}ZaZQAUq<@<2f4LECpQ?i_4 z@$pgNwmWH^=mu${Xf>K!t!?)Gq!BuaTa6B)t)M%N(`E43Tz341AgY#gd#(`B z5rg8@xHwKQ$nk;Z4I&~UukUQUt0OQ)wi%bKo_~k^r%)gMV;OE8_VVt!T8&^ zx0)>A4pRg_e!X$+S}@M0R-ELprG_*JFBoAS(8B4#mQ~Ho&3$t^-xOWJ6ouB%gO@TV z>x-VXxMbgyw72Q~dsQthdUEtHT%h&#^V7{5**f}rv+lS0I2x_6h0mWYGm^d(x!Z$n z3d_rvv}8XQM4`QK@#0F~sb5xE6DXWj7j-M(ff_wLSOZ=u&U!*QU|!VV*M~$#Ve@>K zx|ofj@eRrf_hOgSi%Y4Qelf~Ux`9CjnOSe5Ee~edR9Kg0y?v-olZ-~xcQWN$s>2)F zZRYVmhC810oy4hzO2Z+^8Ea$vBjy_rn_;rZo;~ZewY9Oug8=@5N^Scm?i8Xv0q;}; zfR6o04AdD}+;Q66%&hL;I&=tm5a>(o?S~uh>}IcAJbyF1^j)Gj3L`Bgcp|1b^K00ZbY|zz92LYXJf>;>grs!D_yBK0US^R`mR2r>hq5D6}lwW5*(1gwT=ueYnU?2siEu z&GMC%)z!2H1_q$JN`Mw<&07o#BO@7uO6#g21+2ok-Qn8Bi*hB?S>oI*Of2QMZ{OmG zDS@3Gyt6A9w#bXNHdEfxE0-@ff_p1SLs zoj*O@VrOUP_N|^1i0UhnBW&Ne#SaHTQ0sY^7*K`Z@9poWUA}y|!nx@+kidc?A|k4# z91U)^z8AB;@Uyc}QfB-1<}9=ApmwA$gkQR(iuy<*E)n@anXm5b_UsuPWYE>sg-`Gm z>Q(sV%NK%!X>e~Dv!?L>!TtCaW_}1nOucfg_{W8MsR{w0xgszS$3j(bO%HIYWc~>F z+1|s4*D5F~5@4NWQONx3*DtB<+tuvsgb&`84+VKh0Y0qpmCy>{EYREy&-%8U>nphA zJp%*uxP$bx=Y`vzv(wXtDgn$fDBgnvEN<|3xHV5w$!>4U`UJ%W4O^{4fk^SZ0v@wH zbt(z~)_#eQuy$LlV`twWtsS3`z*FGb&CJNiI6w0v@us3*fp>-gzTF)KA2!4QUO`S` zMg5ld8tlPx$c&Dkz!HNA(qRoro&n8~gew?M3_-Ocn&;+veBTK7*4gX zq@#QJ=FRHB#eZ@L`D|dFbj+}Nz7w6C1a%aA|IiZ-j6BK;MMcHSJlpqKN^IP?Lhqh} zfhez!k59zQ`JNXcX-?(_HprU%Gu**W)F(iSLpj!03SGPHP>x{Gq_&uU zAx8+O)_rdBB<+e7wm7uj(_=yae^EDYuEpMJ$WjyKuxq?2O|XFc*Q5ZkA7rf7E~|LAoP4CC8AZh;s0lXE#UE zCOdn3$F9oJA3sc;4|CDeLReSnF86o*#X?WNhNa9P_VMFwL8Wrbfgeo_Aerj@XDzgCXnaKTk^2qGTCdkyGPysSawixfL`(18q z8)glU+7>m7AP;hwP{Onx-#xSj1l_KCJt7dsT+$-jMXt~8_L~&{RB+NlNNwWZ+|>BQ zH(e5L`gkCjA*E`iBQi;}D_33$R5~+!lfeQ3pHwB{>1Zp0JF|fG7~?vcXU!!4`f+Us{kx0)WBP;%{-lqE8oJvVc+)nCcn4e}BKy z!m$W}V4s_tR0(0wzr#1ZoHhn!M3PFkWgphYCtXov%am%falMTkGPq6cL^@cpr0UeXJQo+o7Ko%7Io!HsJ>|I zkio5rT_6+2Io5oTy|ni47k}mp@i%rad_Jqd1fgeEYJx|!vXh8*y@nqD0WTX`)^Omi zyosfRsHoQ9bd}QAnYlS`Z%bR2z`#Y}&Omhb`Prcyg2s-wq|@M#AGWZtuez|x``@hB zwc3inMSf@y5Z9*hsz`B3HUWXFyFI@XOb4#1!7s3WeI#H|5{fwF6+{v$apEso*|?LA z5)cpoFZOcvBz#;##m<~LlWtj@?=AcpPRoX^TXj>ikfkBLZtmBf_D`RxkePx`g*;ak zd>(|dB0t9C`w0hDRLoCAR!hSOCjty|3y>*}*x8+jDryh#sCD4Lwr0=YKzF2yff=a6 zV=>4u+(=?|FE6fs2}vilp8N0Y<;X~*bUqM_i+OqO$rXz@{s2NRK@JH*d!M=rz;vVM zv1~}N>u~X)(gx{@gV~LfqK|F^9|28LC@|rSKd%E^JD(vYBB^*geBdb0&6WpZcOLhT z`mbCY)36np1)?FK2JHhn-8lKJzyAnw69j;rIa6Rb1lvV}S_8Hoq-#JAg7$K-y|eRv z;Nk)id*EQ;GD2a55hQ^sb11kL8{I0IIUegs*hac>1{>mGk;3otkj5hp5_D1Q+wAG> zk7Qtg*Uft*10QSY=$uD@69w%uf>=H9o^Q%HGDPt!Udqjta(3?j`^A5LniVKD49*jp z0T&nT@j`LmBVefVM|n4 zT3NXxuL@P>2=)=%9F+bjC_VSF1mLUThC?Ucr)uZj;q6O*vP7 zw9d`H+d*CJzm#|#Eor~gvQ>q)3Spx*+v<6Bu&$92JFreQbWjl`JxRzbq=zHjBV|`j zkMi=MNgj~`hXw0IMZb$Sf&Vyxn=V|xe%;#-Vmm>vklBdr**B#QPYu2QYhvKS3y4Wg z&sAfVM`o0;YRC z{e+Bcszpt*fEPUmF}}U}oM2#gdbGOWHB$#WH@& z0PI##c6olk-1t@L+;kA@hJ8s8#>OTmNo-+Zp)pLIa{cDEHpymL&RVc=0&*@3DDy*YjWPQU9}Ze|$o>2GcZnF3X%43FLPxl9I<#7Ea(4+{(P zo<@er(n@8Yyj1Z9WK9iWOy$;s8?8|5AUC^kNcN*-75Uo2@;UJY78Yy_X*-?fK7w6%r7 zq(kL0z?Oy%+J_QPbWoDT0N?Go?OMJiKdQgqVSel-3yCjXYLo(7J)f4gQNpq)2)asm zMOOWrH#KOfViEx1&l%WbeF$1K*j+;wp%t#2AnG-IUJzFnx9^QS_(`m}KM7Y4=BFUa z8}#tuW}LD0n+TP}Xez`A-Hv&7;CcGAI+QR%B(N9g zX_qmr+mT*5k-{<(y3J?9C(};?W9XpG#hynY9vuM?H@trJOR*;%5to6yh$9n!+@i$< z0vzZl*;2R#TC0N>TA<}i!O_C57C?&$16Nl4%fH)$7Jq?xlh`xS`URqk})?2lL*st(*L?`pMnLkyD4c z{Q2{_Cpu&@>RK4yVE+-25CB+#Bql#0Yw0sr%qm{MJqLc7Pp;1?52iS z^bcllQP#$2OJh^)Q&*=Yh9$T(X9;tj^O=79S=JEVy7tfx2To0du?fZjr3PGCgMAY% z<_Ua{7``2>M=WArnDeoRuqnXUUt7u*Dj;n00yJ_3;vu}s0hY(hhV}U1eEysLtA?sh z;vD$GVwQ!@?ay*@T!X!6d>T&q>pVTM!^c(o93WFyR~M1ZzrVd3xy9(gYk%hEb@iY- zq4Cd=C57kqb;iau#jg}*784M$SH%;cFe0NMBtr7)XsIDruB-;cQO04f|67=v^{8oz zgn#4Y5Z$2Yf6!w5z30%&g`%mowl)bu3H>`!w@G*jhk-C+#%&fDh(J_v{n=liUqD@O zxM%&aUTSgd_{Z-1}1x0))2djS|(dsjE6rLv*Xl+-M+ov{He2n*obi& zR*kqwuiw5UKGUVrce{jzm*ERa$;xVYdlz}P=Li%37QQptIdGeAnC;u~yC|#oW6H^m ztHV+G33(@=5{M+?hGonYFZx1gd3nIKCpL13D19FyQ40Fit2H2>5ThvKZz`k5SkGSK zmSf4UKY!!ML-cTi-N^{98sf{}w`h=4xGI#OE-o(a1{pauEloS?hj}!?8oKe~F9^4S zGaT_P1itzjKEBm}GN3J6%O0cPlJ+5CT^bIYY7a`kBK{ea?juK%S|%ZTk_7;YivN^& z?_Lxc7O1XHRaeZMU|?XVf(`+b+q5UEr^XBZ01U$ou;g%BNyzpofYc9yUr|J`nYm~D z{1)bSqx;iAZAln4L*>Dc0T)a}!=AbGU?{CwW+AA%s{!Lflaqy@T+ZQ)QUt$r4i64q zf|3WfE9td%H=r#!mb?nyYk-hnVlawvTj0niS(5JRI};3qvLCx1uFgvYazw0u6Y*CKsYzgnvdx2GoUU?|b~n_d-7-g8FoCm;l4cvp&=j3S;K<<9*q0 zOuLh(ZtP3XdX(XYn95Hh91Mvw9SHG!h4BXDqDbarpq7)I9WiR~F~Ga5kiLJnSH*|r z=jFY?n1_|~7t{+9w<6IE){MqZ>Hku=b#@V-s{48CRt^T5*b{H;SYdGxQthc63C9-QK)$;|nlQeBzy-X8bNLDbd;gbf@R{{qU^6f-1;tKElY%d{ISE z^t53S)N^~_N`lLgAn3u3#5@nt#ULrEkr^|Oeys@mexE3k?14D_0%I$X^{&m_YN$Ag z1t~f=BLlSrH=7Y%P#C-f^zIe6&ADL5hInmWi>4uUYnXer&}DnSe_x5(NrW)`gpLA2 zVv;_0orXlgQe^Z#KC!4ReO)QZ_h<`8JWotUD%0xK?&x}ix{@Xc8v;?0D=4BzTG9;w z{#OEGIr3YyPw2x}5|eX7P4QZ2z632^*aziLGIoJJIOI7u}_fI2kZtjSr zdH9nV6Hpc^VYpN)|6r+y;dcRx;das4hg=&4=^sJY;!Otn2QjsR03Qv7d_43&hkH+o zw#RfAxi2@(w%p>8AqiNCJ#UZR&|c;zN5sHnefq6ix9-2abG7o~{F9csJ{&596oW|V z?_h2o>IZf))ZH7=&r(mSDjG16_fX1Ff-4cULMf<<-D0FO5-7K+ zCd5R76e$tsmHP3nis-ETg_etu$tWDtuaM*wNg?s}C)b27c9_OLLQvPy$X)p%N<>6h z?xl;T4Lf@J`!8TC61KDDkPn6?`??zQ`|^@yL zb`2pIXuy*uA=HsqAhA;JMot(68ZAXf2ZtWK*G&bVe9PL1i@R>LrXCyY$4$;f{v90N z)25b*UmhwDCBs)D7SQ6Gy^;PVK^b+kq zJkVtf`lhV8;@PMfYD0T;AYsLmm&c6gj4nDDmY`@xu)G7Fk(ZYzjsSsLzz+=y2aOBB zV_ntT9TK2S4R5r1-3~IS`uT}1cQp_ObR59u>)v`Lep328M?2yMKK}MpN%8`HPv}1|*b% zx=*eakr$hD<15IUA$6r4hpfU50*Fz*USj$Tiv_vo`eH=15CmLEibPh%M`1TGA`R*7 z>r2L9Wv*@+{%iL644LPhUB^vNYq-ddd`GDE^-an6U=ni!7-<61OBixJJMxJWUu2-; z$-{ZQOPAbQN#H;>?Naoe>sv28xOiI7E9?Gdk~-ApN36C__89hNBqUV=h>%KAJ#iwd z@kn}FS|~6{56V1JZqc6vczKziRXGrs^Y(7fP0$Nyk%RU2@kvHl1fp6EdgwSTj{CU5 zWb|QUl(dvoCC;rwLB+0yJ`zV>tLVD}^{E+NE0HBhQ6%OM?#PB6J2;3*k1?+2XL=#| zH+}rLEkApnAa@k9B>a>Z^^nutAVLxomc%-UJdtg+$9<-#XxGz|om@z)l4uipncL6z z8qB#RDGNGsuy9)50j+n>4f4sX7*IlDvGk6sQ0GLJR0h7vSzOP5qqCq{{2V#z4 z=xqi8Xw>xREEv*+k?W2$Ih&%u%v}gx#1aSlLFgk2o4XH$rv3R@Nw^2B92~R)0stu^hp@6+2W0&md+-K483W#lq~6B#C4}V&ilTM4E!cKroqd8h0MCr4??h9~Bv?2KE3UK8kn;!_VOw#*3RRgO7xW zjluCR-5Agkl9o2eR8muW$+j&7U1|fEP6|*bTh332{KV@bzyk?J$YV%RkeM}N3&Nm} zzIILM$sKW+B-KEksSA70NHj>ABU%W?M%XMdAu$BFK8J_6q2TNhJ45%Aa7cOD5D zdxWM9M<1>5pV3FS>Mx0ir4|5}ucb&KlOHjHRj9#c$;I>*|q zk|h^47I^Iztp4)p9m_j&9v-Q^!V!vDh5hwOz=^+PpL=|})F@+aZoYPxn;?m*#d6fO zxj-U-L^BR1sl|5|C!zoQ_o~iL3o(dkq)I$JX0*{VR0OEY+uK{K>;Y7XD}aB!=z1%< za`vFc4Gat%K`hCm%>uf3!eSKq04Z}3T}{x21r-!{N&VgJk*e;4ES0mfv!I}$%CDUq zZICBZRb`^(mQh|0oqUs%G{p@;iz0ePZxoFi7K0SzlZX)z(GY}X89H$>=dWBjkWs2E zi%kVp@|im3H31pOO@?>+67(a^+I25vuZ;_emq21EK`l3o0nG>{0sufd2WePcYDW3m zI%0_xC&otHv7Axrml82L*3{Z6;g*PDVj>8*v`LH?K$ky(!Eh+BkVZ0Eq@kCupx|)< zdNWr{q6gN=%F3oq@`2})3<$UP@bR5TQ*wA*qm!LgfCwb{v8s19eP1fjzB0qNrj2x*P> zynK8l^2dwsdhgynqQ!vG(2?1PPY+sJT9$_1wI`lJAb?B&gnF4N z+=#E}o^UMK0_##3KzG!D_%ls&B%ZYWLl+_pcKRp)0g5Pbp*_k3er%qVLzCY6%oQ=H z_7bnH$TCL3hDwG^4^MG5d2WS;MW@|rAJel-Xh`LYs?5>C2k(BuTT}2{Ud8fQ z2%qLzyOwlAbet-v`_(o|lu7`@OW4?yN|1Y<&-eN+L1Tvc1X+|M3=$kkkS@aINnv3v z6ty(pa7WhFopL+l6(vKQ=kP1WT(Mvv(mD2UR-$c^vTmJZ~&kmknJE+Ub-d$QzB?S z6nGhH*ROy1@gpY^s6j}2EnB{vbn)ULWK^V3-kNf3loJAtAUiT6P)PDb^eim3;E5zj zK0P~2QV7H|Rc*^WNS$dj4#yHF;K3~`RYW<2amH}&Ua=_82cgl_@lMQS0NW&ErD2Q` z?iL*%zsYmvj@~h6XHs!dm(`Yt6`3``Y3>D_yHT7Kn~w%U0{Oe#dMK}=__oSEI(z2K z&V85H(i}Z{l+cq5uOZ~X{Vd5gMYH@0sk!eTGcz;EenJNcg^Se#V6TFT2TpYn8+RE6 zX~PFCJL_U@-V8_M*&rlDgC0*}@{tO!VC`aS)nX)x3=M2I4$x__pZ|HmO*my_)22-x zPpy5N-rkA8nIi5^JNjAP)$KcWs8({>lR2P3Cvl*u6Nb5%@*1s?}5e zcLA54f>ftRn-w}E!2l@8-ZK-98UC-i8A8`e+tC)B?7WD>T*rIp?yXywFx-Hl9TEvy z7OXN)k|ZRKiTM%~#;u>3fv8Dbi4fohLzuAynxU={7h?>LY8CbdYzS4H69e+_l%Z`z zeDkda^BLoyw+PSiSeD<#kvbxH-1qJ&+0UY9YFAaJ*9=!RzuWuPFL1eA# zO>#@){N@g@U|-2VWr~k=X8>@-iDRL65@ry1qW< zR)Y1@#suM$hc;7(lx7>L&)3L}S^2%hB*csJB>1ii+FTV*8{s6w?Roc`@@Hpf$tvJk zFy+FV7cZfiV>?7ABy92QMp-`sQsC*-8*>ZBDV`<72yg^5nPct3-#>qd+xJ_jghf_L zN#{@Ldb0#XDh+Iu!C+!q6ipPVo)d-KSErc=A)^|xY(uM z5BA}Ev{%!pGJ5~<5iH*;baxW)CVM2b+zDUXG|N*7_6qT)P=FXw4R<&GU?ivh_${1VI2*N0W(Qjy1Fm12MK&6&n-ZS zj@uOgD!x|!v?vBuMcyhxW+cR7{mv7WKwG_#%y3itfD194B}bTu`#n@vLC|&;YyA}y zRcX!>xd;#>qbT-GOekn>*1J~?Cx$$f0iw6KMZx~e%gDfIWo1$N50uDa$hoMb1dmfP zR2cHYPz%^KI=r|^PF7pQYd~*IW-iBqy7T3eggC7A7ck05V0@RnyfEf62*Lq=0H`m0 z=OO8L%#I9*&+a$&((`y9#@iwlJAd8vuy*-gN2a<|2F&Mf#4{H{kRTzUShz?w5%0F# znjV7kwigeFAeINZRSJ6S0K%BBt_nzcj(o?hl#!O+A|tAd)TWB{)e!_59plIU{@rGv zAMXfQOENGZpeV4{Q2B`tiXW0GFI#*24F+8pge8pxO@LH5;!qJX2~5C*xtxsOh-0%; zny@?B3Qhj-*3{NEoXbW@-gqAAhUW(90m&E|f~z=-VItGZ7t3nb-GrOPB`@O-8+d0^b@a?n6=QAG1eY( z?;ii~@GzMoCJ$=z`1mM_R<+rbH+84_OB;1pJk!f~G6RG6&m$71pV`Z{$Tmw%tTkI3 zv!$Xh;2<8!#@;=8`_?Un<;z11UDx{uU_+?`CIR^vXH9Ly?I*eO;Wy$r$6K=^u(`DV zx|ym&sVBP>Of7Zn-;a$#@8;O3sdO<%%<<2j+$Z65_uQ2m855FcUt&Nsl%xkqLb>?V za-Zq3WN)rfy-{un*I(TgSCRO&Luw}T)Fqt*2z{Yzp~9GW8C_a>-ki?0OtpM1wGTS! znWodjIf>*+At`s1{LQl`5DaEx4~#qg{gjs}?B;~)874b$U*d`$tF%f5crBS2IxQPT z_O!It?09?XfckM2&X*^(|B?oR%uHqpj|X)YC&iE$?3iP9qz>y}iy@Imc02^<6&Zw2 zRbP@$jVGyc$(9J>zh>>aQB8gW|41I5p_4==UnLIBu5q-(l&o+{3{@T#6Cz`;&PJLn zA3ohqIccSM(IHa`#Df_GhCB%hsaKF_5db~oFXF;to2d{^M+L*#sR#HJ_q$@amNN|5 z3lcs7?}R={p44WE6kqH`^5hGxy_vU)hVYQ3{(c7C_opv9i2Wv6L@0AA!0hm#YjOB7 zew#e#l(8S>AG-5&9(-04xd=-2t5-Vn*5LIfUqr+br_UL1Tj( zP5k!}zlr`;&|KAEiaGu=eI=WN*%N607x9q@ zp+Gc%3Y7eGVnVD=7HLG?(q9gWDJdx&<@_Km(=#*3n&nitX(!$Q;*B5PddyHBt4pZ_ zqB8l+CM+DIVHF>=t|MPYVg0)Lk7uw(8B5zfB-yrWX!}xTc11k0ZPM@$n=sMvXB1C1 zBLRAdQ-m**8F+x!Lp|dpDuAdP;$y4){O0Ve2tIAPugOB@UwbNpDM8@fguEhkhCr=X z-rL{D_7F*ssM~<8-s63t)eEq)j*R!!KoyWClfTF%!cZloCf%}F249R&_Tr%x6TY#e zTL7zbw!36xxp4h^UikEBHOlSSSR1LUUue8WkLL{>F7?ivp1N7_ z_>%QiJUSyXQa6-;Ch7P@spK*L?0sYqn~tP|jt}*19Xh{Q*-!=GrqeRlhVKB2BeD=o zdOZa3N+?$lD*Z{OWw0H!?FfJ_Se;v*ng`4oRA{Onw&yG}@Xs;|Ld;y4nW)B-INZ=A zi?gBku@ZX{(y=@8FbRs6@eHb6ev?_ouA^{eFJe*ck#N8x<*q;K>NET<8wNoTQYJ$1 zAuzv%H*APAFE5I9KY-y?nTo^h#h#lfNr8(ChBQS_v%^{#slEy4b@@;Soa%28qN0KF zr$51hgE>M80x;I%D@4mC850=Ep;(2yA%dXr_@VRIa*;1NDP+bMA+{P!WAyV!Dg3YE zwIY5TS+U(BzEBDws@H<5^=BIK*OxkBcjFNtoX=1BG;o_9o9EXcN{h;OTK6E7TeU!xi7^Vf`N$w zi5bQI|Mi?muf~Un6$jy`N952ZmJ6qp1{VZquVq|sjL z^W^;y$KRcod_{heKl!rD zA-Od711Z|2yM}L3yMR)1Jvz##Tg&#l9K9s;=D^yRjL+;V93l2014FXMkP2uhWC|6Z zd4P#aKtS@D-qVo}buX3T{tv8Emv3(Tt0t1n#P+@kJO9D{1jC6)vGX$7W?w|-ZjtA@ zf)9}f1!=zim`I!%waLw-<8e98E(}d`x*M?XrjXmiwBSbB;dVsfL5XWXuf~Quwx_jr zKuM&iK%j3aCwZdSEeP2&lj+&t&{OF_Sje;CAfU0;IyyQg<6!Rs*@QrR5hO(PXC}i# zvL5y24-g~4toBOi>L$}=x9h1-%}iN*h$lY8-#t+Mk();&ejAgTOq>QD(^Cmt-UM%9 zU~o`pWa`hK3;LqOwum#&ArZcoj1V-0uVB4>BS^*(0T7XvV020?UUnD{&7K(#ABI8e zPheRRWj26?*~R3L$mhBp^iVWO&J4==;09_goH5%5oN*kug!Y z(@5qoGZVke;=yc<9y>KWJ%8rvb6~L^0dHKyn~moV>G?odzy=_LvLwl#_VE$&a~R7= zfm1@l>`(w`C?p{QHJ4Gt-il|)2$8*o}sN< zf8XNXW_|&zj$m!NEGg-`&JepcAK^;MqE`htqMaA6u18#shK`co-F2e#zkz; zrMcZ3p_5{!l`^rZTt-St^lw4jW`vxA0Ugc^w+BN8<1kYa6{QEHtO5PT_?G$XYVj2l z)}Ce?*3kFBqrv?$kxQ$J`QaZy%9%kZi5c!s&3=1Nk)$_3`2HWp-UKY?cI_ViB^3<_ znMDbWBD0c|P?2UzgDF%hMWxbUsFWenAVmYslP1jr2@RT*&>)c}NhyWoTj%Y0-~GJ* zwuJc;wTI*cb-sBG;LIFeIP)pM?*YDOGy4|1;iS*36)8hMI z-%Ip-jQ|y$pR9qGRi8EW_P_>%mZ500ldQ0S1o0Nr*cjvdGeR~g86f$V^JojfM8JwM zh4fA-D;-zw+%ZCBzu5!GR1unSwSEzuahe{F{{mATe?&TdXm6((5e$Np-2_vKuw?E) zb>|ll(Ctda#MC1&_?iiNQrH5KfLDa6wr?+cRV;!SG>E^vjP%Pin{N#}2C6B0Wm``Y zCU;<(ArdQSg^?o31+dNQB&~4o)=n7N-WhbF@5=%oG4tAD2MmoR2 z1g0fLF=DZY6R+l2H5>?+q7*h^adz<&8V^%bw_=i%0$ynf4b_<#Uz#HW>i|Ps8~(4> zGw9mw*r6n#Q%%KYZpUVYZ~G~%MyX&U1q}K4`31I9_SiYIrIOuRls0!MmbWdjQReJ$ z!`=<{pXXpdz>~GS6$+^`TGU7o^GI;G@x&_tT}C9tP`H|(fX71F8kI8(9lm{Orz171 z*EA*>CHc85LIPaRrF7#Nh*Y)nSBr(Gl@)WWa$*a%41;-ZwVo1HKps*`M3yh7%!{y? z2=rH?y6VkqrQ7-Bk93GP17kvNZ_sqo08t}EM=9zGZ9^E}i9m&6IQDbA>I-!AY#(=b z-hBt4&cWTqSm!1{dW7h& zXC5Y#>_{rN+?kco*MPd%VB`5%zCOz3g^zJiS4G%k!8AQ~aVr;ymSpb84#eE#_(t> zphVNi=$bWW8pCBsh=X$P?(IF9J{to@U_N*+FL?hltXd4doce;gk8|i^aq2V*on#GSEMHJKDCJ?QG4xPqKZL?I2Id-2H zx-D`6BX=cK-a071n+Qu9jlugRYyRkMJwI?DBr~GTArJ}4W+F33)?U)!;R$ced)wbb zS+%_bl=ZJp5AAn{*Es|gVCHLh1Rf4mCqF`fL<$ZCiGChpKNKT(m?%~K`CI<0i~ClHAv}EPUO71%p+XU5i;Ui2%iRd!p@b2T`RJRW?-ygQEXmx~HQXaSjvpfv!@<9qlM8SB|+5enq`vwJy;D|uI_ zO9WR6#?g(!BVafR>V0=w6B#H=J$nQ3x-(#QnE^>FV0owsG4?sC`epig_3g z&K&}IJ6o4deA1uPZETnGC&~pPrz#*01Qd02760JIPdQgA!#W& z*{Z*8t9{4?yf}w7NdYTbBaR6@jyeJ!7i?7&ZOuY=Xi^#nL_h|UwNz%%CUXQ@w&ri7 zvk9Hg^JeL{t&mgdj*Ij2mqFPHy@TO``zKONiacRzBIpWH{V*s|nF{hoAS&b>JQc7e zF8&g*ALA7?Ih=a<83EYoe*)o+IEfE%y1#XyLTeFfsxy)t1TmX7^G{P#w#^dwW7#3h z+oa69?(pkwmuux1@j>8V>0W{9D7Wvf!TLijm5i^p4!oZt^2fF-DQ-wP0Z zf@B05LAcS03lTarlo2|zo9%$rXi@)d7$#M}fXB(U@0&-??gOy0pajsM7BENPoLmDq zXfQQB83`3yN>O+yqWm8rFRVOJ%)pTP9@>0+AC?#;&DTFsiqyZh#q_{|#S{^YX4Vr2 z11L1zA&(&P=z^&FaLDTj)Ba#t!g}qDKCtSgn;Oy3-9UE>CxU?fcT^9?9Zl{%8t&Y= zlRRPLW8e0`kW6#Wh(Xb}kycvqpYP*84feR?aNKGSXMbh2rDEleA4hI`7E})yMxkPp zJQS$`fhs39IERaiE5o933LbkY3Kx0**q`U|o2hVP8 ztMJ+oIAte;ucnzVvf{vf0=_?`(iSAgMapEjZgv9;pY3_?qi=(Q)2$&co)LKcsI%uhsnvwuw8M(cBP1) zR7<+{7)K_|N(>tt8|bR-H#*=MedUkeu@M{bN&kM-f~WW|c~?%neh^Xo{=2EBe%`15 z@B=r?({FFmU{U&FV_ryu^6#m%FGbLoH=I%7;KxZVfDubtHyWoSn*WPW9-=vZR8}?_ zFY<(h2u$4|GG!hZk{xLCR>90xeVPN4Jwf71X_rJLJ14QBsW}qqhY@RjyesktVnfh6 zf)~$UJP4o!-=AVo2>pKynSG^q_+fNHDJ5sN8#~ zvl9|Nl;eQ6SIWw>k1AvTNc_s(mNkFo={)!NyE}9>H;6(`3F_Wb6=^+{0>c4RX72m) zGQ2r_D?4iU0ql9YKms$o2cW>y^Z+tBw0bV`!J)ky^XM&ShWVw;RjU$!Zo`*83sc1B ze~j2(ZV2{Wbx}MxmVF6qV0%nAy>jIW8WHg?oAs8#bV7FAPlZstR4n)BpIL@ z?>FNc(S5pBA~GXIKe$m~-aH==sR!Vp@vI1|2uahl$pQB&@eRn*)$s6 zWr^oV(d5R0KoW)OuECB^pFCmvrcwIok5+-^M|(SgiMzWCiWV9X61D8EM%ldZ5$&_k z`(!7OVQ;I_D^a0pZECHMU*m);OjOe`w=dpFao!8edm~lsepsa*+__Ba3eH4wTB0AK z2r#TrvJMfbC&MQi5ejdDubpyNutwUU{$|_t&Vq?2xu%&NGw@1ihcSxu6=&F^H*e;W zvjhVtG^I!LWszgVqqjeqOhf+UjU63WLa8!f1}-n>k&ucs{)}xz$=5V`2Qcd+rw$)G z)MI6Q^@R6OEG94j>z?q0AqPdh=N72VlDfLIZRd2=)OgT_(w2e&ur_ATA|TQC2*IPY zAADURYgYvypLl%y%?p8uN(@^W=~nm_ zdHVSE?iZ%*LZUAaHjUUE0Lup=7<4%`ZqVeEVWUh-Sb|Gw)QuF=4qF=S>iGO>TbM3r zhX=>11tGW7&fefQF2@{z)rICp(8*CS04v@TNj&&HsW53B;@GYaWQF-z9{`Saz-G7^ zm*PoW1XoDSVEkER`_j!9lsQHLf7k(--=Tgh=%=_S#-!bYf@YI|ih723_u%z26iGnd z8OL8G&IQFW4MW1v%4yae{-vl_NcB2K{{Wj0`NJvxmGW;4bF>b%nBTy={)gWZvuXLu zZ^3T41W|aHjh%Qs>-&S_`_0YcxBaLqJZfs#_%Dj1&qe=3(P}tExhcci&DCO{&D*~Qvc%icFa0q--RL3y znOgy>a2KxNLVykSFwGyL$x$mh7p2f@u|f@MHlm$$HCv&uP^*p3m;B-s z4}~#FAZyZ^C`ggCM6Bafm^@8&5$M!0lNHjhYlySo!^1=QT(8;eCvcEKzJ&=#A}TOI zP#Ls+>C>ke;qiY{bP&J99#NA}>fu2t)sArM!KQzZo{k$CE|eGT);I=_O{C8?(h}-t zJNv6F#E%{VnrjcsJKZgODqGG)9=7T0+178$%j0Xx9?NrqLi1l2+=zDuuk5o4N;228 z0`~zl(sb0{_jrZGffH9~Qg)lpc2Mz;s;bl*UWA{84ri zF9M(fbfut@En$t7;wl~UIUipbKwLn(kt!x7is!HdqC38JjzE#WeV)|m`e!wZ*VKr+#ip*SHuOm0i zISob&bp=@ZF}J$ei0B?z3Nfz_B7H;Q*q|Ef0r4}eU`pzCfL+P-MWJ-8&ubcr&~0uX z7q8Z6K!1WqaXIG0GT}&{ z-3?Gp?iN%(ZEfoBpm_p*%~FAxGewLSWhW-TF>L*4l1@3A4Go!3I(5u7W+59Wr`l4dQdk5&@msD)?_6C;?Ui74og0deUD zHkg4UV0LaFgx*553(Z3!CyIzDfD!7)$&`;_ObqbtdEX1{!RF}p2fO_|G^1ijN{F`w z9EA%!_Dp*xkng1mo{1AMQ1uw(R*&HYPQJ&Os}f2VgwGo@j9A_~`y{^nnjZc!d<=9P z?0BTZpTXQManyNQ=NO0>4b<>s> zOE=c%<|!|abw(eF zu0u0N=hhQ9E+i&S!fAxr5drkYWQlNp%x-)GQyWHzyFzX!h~J$j8tdx(oThBEqx&r2pA=Pj7n^ps8hD#g05)Gb zKBWgtA67fdR3O@{ZmMmdAqa(nX7N#D$g4|Q24(;jes|hR~Ir>>eqpRtvGJM8IU~zoe0e=y)Jag+x7;;`+Ias=b@hx z3xvH`^7JVuO`&Z9eQ+v+;w(UGX<&qs><&2UFFYB?a2nBC5ZxZZ!;a8$sj;D#d#G-c z0zk=lczv3lv}(>iN1I+uEN+|S1d2)w2g5=c-yr1pKoioGG00Tu@85Vo4(I0N<$a*} zBov3Qcu0}3Pg3~pPhfX4L z0Wfzi4|i!AKzJK|Kddk|-s9gzdvDKMZ^g@Kjm&mKYyybfZ9w5QNM!VO!C)Uz<>YQc z^F%d?+vtL@|3f()9F8<3f(hG0e+IGg$F#x8xF<-jM%Y@pJKh0x0OVC8%m*s#acymC zO@J0fH-S5Nk3JsoTo@@L{?tw=WK*Y}@c?3ASv|j>- z6^g5&&{prCNDTQe)(T^xm!1?-ggq7!M=Lu;+oIZ&?Ro-3f(ur3363zj+mbdm2FKZ0 zccozNi$*#qJjtVJ;zy4gSjdzu#SFHpVfCiE{&vDndhojc7^Ref-XJ3qa;q7~&6Q-Z z0a*!fb@13R%+aA^^rmQrv9?AD218F{dP(jTx(B>1mkxIUGJji$vUItggrwp+B} zBtw^3!1ly?aX#Dnuw5r`y2ha%uvgX^g`L zj9CV?1*ecka7A#l!B{$CZ)waGBx}&mcREqSqI+S3g3Lw0NFC2h%~2N53P(+3*KCz0MC*BsGyU-;3+8urhwl3Wc8xX{-wrw_EH#eOGSi_cXcdX zc>oA~-QQnimGw0=I68|t+-Y1IXd2kpzh0h;%S&;&s;z^=Y_B5-*lz_AUjoh$Wnd<; zXy32|@6jHB(aQ%=a(%uXCilpoi*>=hMoxxQQ zl)eE)h^{BWR;GzY)ziC6BQkWrG&O1cI_e2PC~zb~g}?9p)VPis$ulBj=8qYXGt zKA;t(nGKuqF-JHADGmr$PuMp+z03Xt+Ey%jyA4bn2TF=zp8f9pKAbNI@_XbXAaTF^ zvZvEKWXr&B-`P;GNti`3ND!Ha2K@2g ziA_$Vo#fRwMREg}cfCnpjuC7hihG-z^34JW8Mk%-+4BQ+rG9y+3yx@v{Nw)m!XXclA6n&Z>ZY)@QlJz+Uw z?+KaXxxuBLlbx6-sK>|0ht^qzw_-Q?Fp%}h{oC+CGWG-H*MIpI5`ht&C#95B3838zOljY=FL?o zZ8Y%UbQOowR!DRMSZg%OCsTAuYZm$x)D$ww5x9e`igX?1*5nmi2czcr>mqd_jvrFH z?z4UKFNDmOSb+3n?|LtokZ6n&n@;V;;4iReaf8Ty+_`I)|0F8}L?W9;>if2XaL#+8 zB;mFb$<*x$7!>PinJ(7n*6EX>GM5$%2@p72WJbI^JRSk#K+BcOz$|*J|eGddg{e!4{Jy7x{n7Oq}mpuPD|kYUu;xWh~7Gy;Pu1Rz9dY;cLuMO5Bi z@ah9_$5)yoH*|L_E)LzC_3rSuhM69Lk6^IS+7darK>oMFS?sd7G_r6YQ|9(MOYzoM z2+l!bjKa|efgPZhXc|9Ce(2egCp#ymR;%b*PUo1VZwG)*Lk=L{ts|6DlvlfV7ELw$ z2qt8@Dfbcs+g>~tGU>q&=Wm=M?62#9S0^48^!TB-8D_ZZ=$c|5Ki>=KGC8gC+-P(f zOj?lpbW4e?CrFxDbr$k>Tf7w({I{?(EEGmFw!FjzT>-Hf~||8?}dP- zQB{kmpDlpJ1Bgoy9pTc}z`u0ja~GrX$oO^MuFLU&11GJcP$Yc6Am>)NR`IlhTc?=; zpk9pMUOVHAJHklVh8#!puG61k;LzJyOc@R!crV!znWif&i3^l`mfQ895JljOJYaMOa({BM<{92b4oW2p;OeIn0XDjZydlDetphWH;)^Q}DDlT{S}Jq}pN7 z&9?2}MncyUH6=C$$RuL18g!sA2T+J=z9F^2XS$g;G5BZRicD2)fKt$hjM zfm)-Hrvp}2#yyM5dGKWu?E^{@A7ne~O)Z8Pf%^`iG(3O)ycmrQ*n5MnjWk(N7#0eb)ivm;cAWK7~sF;Izo%Esvp67#%u>IBaE+q@tV z7&YU-(W9Q?y7AA)6ovmh#9=^E6EztyV1Yoi>8x4^OomIgk$ItU$llH|Wv_nGGrEKw zW;;j~N&sVD8}^zAVTKY6?&}|kmGS1<7_y;?jc?&FQW)A-VyM#-Q#nzu?VSHopkxLG1xmhU zIQ0)A06@8F&fPHFw?lR~*lj-JdUFu-L~s*b2;MC)yY*ijsC@{xR-Faeo{&lToI{Eu zV2kJoW~Kn&$-{vrksN+#EXZR|M+Vrx`hh{?6d6}v!f+7rDEVN4{Mk7aBo3Mq_4X2w zF4@J~BgQ}_m!kYo$UB}MF6rRH_#V;VG|i3feO5x1-?T{rIXBciVJCeIwhXM2*3)kB zHN>DgmWZO-%%%2BSMDD&rSRE?zas!klV!nu0CB+~Bw_nnTI>t_S%htnMS^h2#GX(7 zxkwEuM*Br_I)?syBp1z`c@fK*2C~|J#Z*jpOvy^*pEQx~)PW_xUY;mQd*4Cg^YIL) z`}Qu!Rn07q_@(j~Kx#$NnemCUf1i?torZ=FKqBQ_!?%NQ1iC##HO@3jskT@57z~Br zgjIh#CuT%6ZW;T^-u~eOb=%~$#&kmZV+%Xn_2$IN(~cZeTXSQt^5k;r5iq&tW7G;R z1!*wtVK|QW&wC-hcF@>bAG>wMfNW}7n)txRfLZ>^Joj<4Ic&N4HIzmOuCzQJrCELn z-F^7HT%f)0nc-jCVAQ=x4pYZ}k*PkbdGhk{G1CG90t^?;K{FhF#k_)bt6Yz&u8_XS zW{KJ3{MH)!J18SbS%=~rHC3K}E4-f}XxbVAYPJyfaI(7>KI9xTdJ&!^#Ig?JGP$ou zj3dn|ys4$beWKN^$5bpE8(;nNZ=+6XB;!5-=%6%kYKW+jV7eB0EnTIIER*Pk&R4n0 zg1K3D(q6hWGvcHMY{WoW$fAy(Vzdrtx zqYodWu(H@$Ut0`CF^i$wk{K9J9g@=}R7nNc5-4&EXp}CQt54L|Hsb>aTCGH5JT{rC zvC-1+!X!Xl4uial?pZdCziim}eujPuTN~O~;=w?&Tm*DO0wGE`I}kD$7cSIfx(wM= zcdwNV@_V%C0?{d%cB`(!MHVNZd=w#1TI-cxI3?AGkC~OCL{T^i=|pHcz`2K`C!m)> ztRqE9;KqWW?Zc+?;Ps80&f+KNdfiw#4SkI&X_PpU7SCMzj*10KVH?av=mLZ6hfSx@ z4{)=7KofRbWz@^fn}45L13Y2{Tj=6U`SxJBOYjY$!ELG5 z+zc6%onGOF%;bsZ6`d`x2j3iH8YeBZ(Y~{IbKtPz7J6J5gmpnp zCpA6&l=n5b2s$+Af|n5|&g{{T>}dq0G5_Quy1*aFY-&U2U`gHa{xDu>qt0AEw&KFT z6|Ox8JZDU;TN$?-?GB!y77sUXiFgUp$ZH@(X&6T~T(4R5CFRE>rm zJO1|@Vn{gM(|xzJJ#W#;X+l;D0DjozI@YC>gc1=qG8H)iUcjK@up!d|Hr)#|n1=@4 znf$`4CFxwm-#e4Bj8x*b;+m03IF1xmRejEc;D<&PgntHO{tLe;=6WUFq-i(;1hj20;f0GuK7Qa+DQgJ0~Mvni+nExz)h0I2OS)?c3RUw`=!{xbaaSgk_i`a=<)P-6ci>{4O}dx3#jEqYfX7f7|a*s8`# z;70XI2>l6w(2)b=dWGP8q7|Q5PGZM#rC&8q^aS@ zP^z&KXZ&eK-NR?c%G{Q}t-c5$BOqrYLEe_fBQSmt;W{w!@Ugj`j`ukzwTnXfFU3}B z8ED{!I$4x6nz^0803}|;1l&QqVl0AO;6j`X_bTNgKs;o<(0CYd?4@W=26<@zd6Dk} z1CNk;cLDyzk9YPdu@hfHjSmDN7$X#rnn+DQP~-hXp!`Ykcd~oy(*0W0X>Jl8?d^+a zUcJ0R8A+9NK^!7Zrr>tB22i%#eJ*Hhg5x)Y(i zt+)be72}&_c+LAqSWf>tJfUZ=uW%qg0#=U^Ar_dMsI&pRa!Y>01qBo`2}Fpe!i~O# zvL-335Na8UNeLba#^Y9;{vi&pZ5I&Py<+S>=ysI;lQ(>Soi1IT%G%4TrA+S}#|;?! z9-f#B#!>S?F!hs7O}JRHvKT>`0lJxrkjn{YfBHJ^6L6PaIe=U@T#+r9IFplm2k6#8uJs$IX^mY0WQM ztWHQ|ylQ?Jl7#cG*J_!0ucbbJlvQ+eVC2W$5sqAwTkoA=7oAk{bhk*G|sLCobHKTie6rMu>hISR)B7$snK0pFcm@c+luOTthwQxCBLK`z`Ix zD*BydRrurRn?8Ff{j?|ddzf(Bi$}0;n6GkK9Hx0KUux`UT~_Ac;P|pBaR>NJCBM_K zG7)x$K1aA5 zf~J3WNW0ahSIZ|f8apS|%?}31?ZUZ~ivy>{ZeLat<|O2QeO|3n2h*={_d4XD)WB$M zV)X__x&YYR!KQ3Fo9O3oRy+YG%9JVnTna5m^>zl{pA~V=$#LI|f(Jh@CR=Iwf=y(` z&Np#>E3c~3!&yup7XZswJ&xf`?n3`@6jsxoY48WxD*bUu#zPWTBT`LS&>c zj`3aa3N&sWX}$*ts`q*s(id>+W*A(_$rxFIyKb*_;g4vHcE>>TGXuQtfn`nUS;7j@ z)hHgTm2CBQ*!tApKNoPF*ZomGGs=OdpaT1L5II|+UFl>;tm0L|@%jqyV4tbN>8JP- z(73FKc?-^9FUULHWVg?$&xXF_^~Yn`zr`@w6c|PI7^D5DUYqonmZ-4g5h-K=bv8a%uVq#?-*I`^pgdJPe53NDhQ*O4=8P=1^ z{7x&MbU(pX<)K5HAXcJzmOmVu{WW<|11BsyrDq+p(t{T;>xpHS7xc=@n2^yC}+rCspBo;hN&)dv|6YD~7Ng;X1Rs6mb zj2OFoeZ<8*DfZ2~MQ291zDiT6Xj9AH!`3#nd0mekU>dxG_aTMoXEobihQ%cX?O&Ny zRxgCEMo_HyZ5nXcI+n`j6Nz%#X6Q341L9c{^ZomCIt2v;1jLpuRVIx9)-E)8cD+ei z=5X@kYZ*BGhUuB}&u3ng{`?OkIfAyKSk?j+`e_Sfu3VQ?VVf2ALf~Ot7!^83ASbEUPJg8NlrJu`OWLu>MQ44>>6_DM%(#<#V}g5b zWg>n6wemx*$%5cN#odaufE1P*PANy9oZ{Mf?%Z2Ahm&(Y-L|censph*ul}A0w&G*K zxOv?FV#gt+v`wq_vL5LuPtb)y@aP|F>@fsqKRk`mh`F`)WaGnoKYE-^f3to(^bA#c zhH)+J2**PHT(yY_S6}UXy7%2sq2dzRymeBGXmyOv&zky)gAuL%j5n9ArEc*p;+uM- zI{oDMrEp$G@FSm)e(r``yXsGm)EoZ(d3i_p=j5Dkw=PUoFzVPX6kMCc#xM&yZ8ZwN zzqMG4z{0-QsU^q&&a%?Qcn?IW_vVwCw#-Ro0NzYn9zHO}eNZvnSy# zR1t(-i?_&c*Nv`sOG8i_v0VO-vh+`3C^ zr51iwrnRckXcIP}cu~EmXb?PN`Lm>r6RYKau}U^52=Nmy(J1lZW)37!>fp1Tzi?;1 z&eO2391};EtyWAE`Mta&WBSO)z;S%_Z7P3P(&X}>^78UJbYOPy3&Fw^2X~p=M*9gS z3hw=@Bt+D-zB}gKH3^7P+K9Kn2tK2;d0LnE9T3XXudt2styW4C@o3EIsV-SETwArE zbeMMuoqP4ycbu1DMtRbeY`wq!)cc(~BA}iL4-3QSRCQ>kuob@x#*!#{7+N=wA9>rK z_2{yB?~1a!^Hg$|rC4r=+wC=&*>SQkdaAF^OV28|D>MAg<%&tfC|q85?6|hmLt7r7 znbT*+j`uB@*|c2sM#Qy0e-^r)$T;|E@$_mYmbspsDyB&Bd zK1z&B_qgGKwQ;J$+#B1~b=mglk&{MjsKEh$&VQU{h$> z+GxSVa?e~$2pjw_qG~UWo5OH>rFEa zhQW~rVHdP)Lc!E|`vnJG1Jx852=`9qV=^C81&Pz=Pz8>O-EMWx;#*w*hBF55K5xX3oz;d|QjhBXnQFxcJXyc` zbjJsGyBhbcUVlexjnG^L0mbu%c~>i>9>``Gm9?3yetO!Wdjr!}fqjTx2b-=g#dSDA zJS(U3u53u zv?UiMZ;AVJ)*-s?!Dmq%EN-_wIVGYUIz|qC$yk-tGZM@eo@~2Obid@RH+=zkN6)s5 zYvQ~5BW|=86|hH$t@v=IV9U?+%{eQ)O!4zY?K|vri|pS|v7A5s4*KH53LHo#&`}7X7R?CV6JujE=yQv*H-H&a{>=WtY2Ng4(ZqG_ioB!~I zdF|`2SGf-x1Xe68Y1mrA6bI#umCatbFbVT88icc9W>{bj_fs;;{c2wsCgr`9P|gwV z*kYztg|jX6K!`3LP2)%YJDF$HqSr;=(XrZkL-G8Ch9Z}Xhkk7nlUcLV?T>lCX^cm_ z>YwlYg0b_M{E&*R8*!Nw?jER}u}3aqkNl7OZ|6&vtQ>kWW6w_3dAxTj4`cPgQYiRb z9#g;V$nopTru4>omu%9@mB#~UHO}1Yp?=yZRbR@dZ$?M*bR0L?&BH&F^S)@EKAizu z=IJKOETf0>zXR5;MMjj%KE?Z`F@2-B)XwM04LFPksWuO%4 zB&WZf+Y_H~y2Y+B4yu!R-F;z!#pI!HSo3%DD**fX zCS&ivj2`-Ip4Hd5!Vu-7UQw56bCKM>`_qye{x@&li@EEh3L}lUsAzWf%RhMo;&1FU zG_E7cDTSaU;8py=GCLEh?J9_NT();Y{btsd?Ppb~Y;84d8Hqkm%XEYPE>C(k_fHTu zyfBZeV>&D$^+;hN^nORq(T0eRNyBJvfWWl3O=RD?0m!&`HCDBszlly_P~+YDsn4Xx zSKR=Bn17^WrlI}Ul=zc$l4MJX%HGS)-p9taqDauFbAV%Fc9_0U&Nh{OR>#w)`LT_z zVf{{n-3cfZ4QNFg;sZ{xt1t??Z=uMFZCI%wZMbMF9mikU1jDw<<0M;j_Uk$L7jO%= zz2nc5jK($nevw6GQd+$$_vdsxI#>1E(vObF15`9u&zmxt(Un;(vV2kbUgL;}xP)|n$LN}F6nA>5 z_<%)-eh8n2*x$AN4A`*-t2Sb%IW<#m^M-C$z{9PIErVRcFa6p z`-vB)iM@HbC=+XeVuumGNXc23>B1qxX0X@jg0pYdpU-UYpmo=FdrUD8CyTjR`Bs6q z71axJt@XQI$Om1ph23v0?vz+4 ze|BHk*+Fj{O!zhfZrzFnPKk$iWZo9nd?+Vzc+w89c$p|#t3!X*nWFZN=6~4u!{D}U zP29R;-*`-=*Tuh^#+==EHO7mZmlt}?JzR<@jEiS<{)~?ltwnk?1W|JY$mR~e+Hcnp zu(zjdd00I<)D}%#FfAjE7Vgp%KHdI5imUMHQw;JqrazV~YgonGUFp~vQ^?Mk99pI7 znP{I5-S$P;787*EFEK-UX5fIS)yL2FdCRBlUyd|!T|cyv=C(`SN3e*3UfW2T{Amh{ zQThECU&7fs_I}Gc0E$raQ=?ma>G)#0vPu5)`7HbnmJo!2d9gioCK^#^;nRYE|xq0<9*rp2i@ z>1W%8spj7vFg=r2@5s8F_dC(Jt+2hc;!3fyNJ;zsMBcSABauHWAEn zUvDvQUgE9Rq)_vhqOX@p7^Se)+W=A-zX(wre2KLmKE-EIL&N(OuYbSwkdUb#sFq>A z>e64h%v$4)kJcqjU$)KS#OYq~EuAOyF5~#p1IQY%nTTSwu3m^aGlwuz`1grTiMLlp z=PmQ?N(4sAT-A5~e*i+Ctm_tv@YjY1+=Q@57je4629SO4VT!WSzzm|e<%TgIh? za3n@L0UMxb#BuKNH*xA-8Z^~Bb>Glq9_j36L4}qh#Icy1J`wBkX7-To&yCa-xre3C z@jRGaw-RCB!1O`uq@7RgP5V-3ihr=rYY8aHeF0^2jm0ZTj8-Z`C)|V!bzx^}fQ

L4~w#Hw}l_m}t{x-gA5u8H7#y;h5)N=NEQ z-iHC#k&||r)WmE-$8^KN;fQrde!|r!GF`o4u0}YZM@_1v#RjzvE}|#DcI_H^PTQ`c zEeuDmJgq%LiwzMsA^Wj;Uo#;^fPpBlpgr84!DbwQb`1;A_07)<$|dUxk17Aof4_bfh4)P$@sdvul-=t-GL@R z)Mehkt?lw?SFsej)0vLP+&e|=IB*_{`;8cOBW02n4lud`P?c~YfQ`|hl5nb4UcY`F z`TF@A*yKK8mYB6&co#Jd4LchfTYM1t<_8L!(L6dii6SNJq^Iw5K4hsr1G;4Y{)G*^YAe2M zvHs+BmUc}1(fjv8Se^ zNSj9|O`gcWfCZfony-U--39ra0S==6)n5CPSBG-#k#>3Pk#TMv^9D~*5;s_g;tl*l zE6p<*OZp1E`-jUsCYn?a<69+xkFZwKY`k4<8!E#;ZF@oOPoW(Dfc{#~Xm7;kj%t=+ zm!-7~$gjN1cPk)yOXsDbKJDU1Vf~HF3+0Hl7yo?&m5rp8#t}Y&j`)(g0G0I3k~^vU z9F~~PN#IO{5s1iP_z^_i*{i9!H)>4&At{XA&MxRL* z?9_dRU`obp&-RW~j)^JS;Cq|*+5h*Ox0%-(-%^=T*g0(KE_?VM`5c**oe5WOk+pOS z=fP8}M82fw`#GvwDw47E$E@fs$fm|#j`YF84)kfHChB`6UOIeOmRagBQS2+lDe9!6g`6*L0rbITrKRZQNvA%| zBD=(D=d+hRy~}s}@cz}U9~)L|-m*0;_DdtUB>=B2OiXVxM(=ITRbJkKeD-gZcT*o7 zI9_A!3#EtmKdF{`>V) zitEY`@KXnkXo~x6@C)%@+P1*u)pDZ6nwAfC$1E+H!1Cf3jj#x@E0LIbt+2d`Hb<$- zi+$P zOV6FM_J0v2PVZ>7h9gi=P&Kf}_`>C#E907E$Y+`#|M$Hf!JC8CAN7=#wP~e09#UO; zrmzi7wQTP_}CG0hQcM5kErfb z8!ao}?ikdqo69f1?(Y6C!VcstN&a0vOSvy)tQ14ZQZM%ulIwJNu&UgtcWo6EHY_F2 z;;^SkGhUy@2(ZuHyVKNajnKlh^OJSu;o;%Ptz>(ho^^#R6_!T4jqxqVuVsCj!rYe| zzBHDUQ19QrKdWUIvl|axfo3xWIU*0bb~;*V^l5Q&pB!aSjhA7(yRlqDLxVh67}vke zO-I5kJosW~-@2rUM?uE#2lK_RS(W>7hqaVoS*7;pr7ywsL(5UgyKsf4>FTFytgi32 zFPcU}c&3uqy-T&HkpyNy;a%YcAr-L`=jTQ>=nqdxkuU4$^a;hQgOENb%q$dt(Utz> zCzXKql&woKr1@`+Q#^y|g3T8GCj7_@bynmiOYHqG745rFgj~nIQu~P<+4C#^VvLLZ z-!ktTC|*82MJlwxKE^R$G-K6hw`>V_-%ib(U#NTaYUtox*m8&)&?9#FYT7nz-m>L( zWMrgv39aM;T4eQrGW|{hyWU=(1ROHAH>vuXZZjWEoCSTg+w1iFY!{y|tYgb=X zxcV%N%3WKfvg-UDTk22=*HClICwR#h;Kix8bNR>Vvy$=;T9g-=QcvIau})AAyH~RJ zs$RPD=g*ULuv3&i9XTBzTA++j2!7_*o~+e07TEKQ1ZUW~Jtn#218~wLK7W5g%7Erm;KaT=GSjgJa!2$=j0Q1k;Il(Th1A zrM|bq)zvktrmwFr_6=X`TXd5Bk%yV3%b6>do^+pTw;OW$4*@{|qgiK{S=CMDOrsMM zhJYUsc@C=%m_S_thSh2c6T4XeILUD#o$KqPZQp7Ha7IW|Pc}Ia`)DW}SE>%V3&^<8 zjcV)p92e)Py4q~#o8Yb9ra1#wQGlm2FkO&bm&fui#yFSrOcbc|?_ePXuKp|niJbC! zqqw*@4nX_w-=VA%>zPvomsh3o*isfsXo7l1F+I~8CgIp@TprvGtPY&%hNp8GpGEur zFG09z%aSA5`x@xm6GB3=Ni~~du+Rxe3eQ9*LD9BBScyGQUr=ygH}5{{O%E?Gnx{Mg zz*xWbE$0YF{iVPfZOVDeDrCGeXMS`&^onj^+a4%avW!!OOs-ZCanxRDzLI`ukY{UW zchs!@4J+gaJ7D?5GdL{!3>p9#kXUk&9&cf9u8xTATyQOa-WF^h931=$+!{8e2d$?p zBhe*QViju7DJv_d*#G{K_87Erb)@_b(2)~PCnX;Q|ARHWrBCms%H`4aY>_%YJPisiMJ5nP5kn|^NWeO$rCGrRYSoK-m^ zmc9^-+fE4=(L-AADu29vYaCjiped!G;K8ND>L%m893ihCBYV{*{Fsu|n@*4N)VNg# zP(rU7qs+X9hOsn3Gj$yeP5qCsD%;Z7?#|A;lHpGYDgK>(uGAL#3tH(eJZIt8udBh- z(owI*t168A1PAdwT8Rlgw+Dns(1TyUeFJG&L|3s5>uqxfrGs*^h01u?V(7B(S=!(U z{qbMl3D^YGHM`l=!~?Bt;^Httnh$a94T^Mpx4@%D<<{=&9VjvtegkAQmHi?}Hb z67*_lXec$$B=5rd9|Gty$1^K>0j94cTDQWPGyId=&~Ji2+)PWG3w0#rl>?qlI?B5( zSad0ckICLpyo>gf64Fb8ZI0<2I$Q~@Ad>V-+5YA4j_SSg>XB%zX(%|f-o=zJ#0|w> zvP}YWBa%V1bF_ld5%=)9ZZ4=pYZ@4)6-i27m*pMWdlV|^%FjQ4UhH*Q|Jbcjq!qHm z_a7`I5p9>+R8BDzk`UAL^pF1wk}@~b8zzZW>=ChRL#UdF6xP@KA=?AR^V5wZ<>lq%8+Ps5rIl`84E@ZW5mM#@$?(dVG^=(=PyNo0 z4u4SxUX+Z6A3v&yx-&2H5M*&El-bcd8j05f4A9srU`$X15uBWwO7w1`LdB^cbaHm) z_bpOiaB*tT2$xvXG#0!~{O`PNx@BuQXg7N-#9Nifl0tJ|taNMM{bv++k~w~y;^yRFxKfySLsOG$&9!Zu zDsH<3uNuf@WoKtY-1wFClg8o34J(Kjc#?plCeO=Z}C1IE{=C=_LxxBk>v_#>_%Mo0TQ$=Dka=k2x#VIoIkkw-IK7AL$m4BO><0 zy6_T8VX%a&cBk_Yv5s~8hy}}S!KvUg6cKvr7v|*5^#UOWx#Q>ECg)<2X1DM%o zJt-$=WpKXg5-$)Y6H1G$n%eUMtqSN}y}!OkVAWOdTU_R7Mb~*>1NvGiU2tIJLw#p<58shmKC`QHeTwST`PTKlC2Tf@-v4 zcXXIbm1D)v6vOq<-epuj?9<KzRjC%Zb@baCYdOR5T<+8*C1bk22U9)BD*1V_8 zQsc9Q_sNSl{>#NV*OSYv8XwA9m5au;r!LG*)qluAu_rN10i^;W)ym@_IBW7uwo3SB z7?m*qttdUDW#xgOas2iQyWc+pV1O}u-UPpZz0zeIvRcE~`&#k$wOx0B~a^3ETbJ4C_N1l;xk0Ei&x~ctNsy-6WYy zdQI26Hm+}H>3w0pptKsOJA|`6X5eK3fC;>$3lWjnr(hykab?wa5_`aN9X&m#7UyRi z{Ww+Dc?F)F-f+)}vjrh_aK| zq8P2T15nTj4ekWR;T^0`>Qn8|NRM8ryand?dy=k{$hE;D#JBLxNiMMa3g@QpxG8^v z9*taJQu*?BK{iT264n^0HMYg?$6PcwcH`*PpZ;JXJNx_PAWuR+UyY2?1uz#ZWWBE$ z9-vP*D1U`MmYHx|yJ}VCCkIkWNSjh?+3Jvr-C)jk98Lfj_$O`U~a4)fDTUe5U? zDg^Led~bD|YAahCjx3S{r}ify{JAlV8w^q((Ahm0RJdb1$|7W(O(3!3gelHIUaV>~ zh}YGSY5TV+(#r1+#X`Kbm3-s+ci~*~SiH?x&lz|Vifdw3HDOPAx;gajojdE+t@~VE z&8O~D@<@jTs}?Y?nW0U{z6#Wv2kpAkw9(J7H33=nz@b84=B zQN(LQ7;Lg)_=Eh?QiUu_90=)?CxQImEPjw5TBzQE)Cn9`hSEszYE2V9_!QFnP62cO zOx1&lgM)(B{h_nl z4r(aJs<6USa}vCd#QdL?@HxFUZ%i?{dQ(|>GZ0k7jgbzmx9&w+VdF_dFJHbiFz!_} zrMit;l8i_vS`yq*_%1zAx(t>wB($$B!y1VvfNVU5C3GDqf?_uXpk$oCa6vUuiyyjN z2~cO1TIidX#1O|Ic(oMub)w4XQpKA1J6evS&a=-ieZ1BVv&!{W=jgN?ghSt96oa3@ ztamdkTT`6pu6a7g>30AA{kz|SsdF(l|LfOegJN2w)T4L!jw242ysnD9OB$mm)C*fA|d~_zjr#&>(h0Rv^wACMG5b{jaPC;i<@fZ`~;b8v^<- z;NlcSJ3I?t^B-<4hVU-&cb*U4L~eqF8yetSD~WOUVedt0rhrXD=u-V*-U?(3!ZJEN zTEdTGh5XkB&#&3EyNKu|NcO_07CX4LyRe(UBDOuH^q$5VK4a4(`Y@Q}W;@T_nEn%9 zzaqzIO`_hRdiS@tVn^T% z+e!{Jl;~KmveLP!aFk}^8pM9sO;$=cjIM%33`y&qQKq6N>_e6K4v0Mp(7vuTr5}PN zg=lp+S6g@Q_VD&LlITDudo&X{g7IW-_S%rFc zL!BG%uYIhY$Inx(3DCaRF3g&oH^uqj4EKhoguk`c4L zp%v@+hL4W}5bqB}-4qmisDlM4I6Q)a(dbwD^~bIMs)>C_PEOXE!zb`(pF7k%K2fie zYEb;_sE(@X&Rx6s9LKM~0F#*PjI2$;kZQ<&I<4ip+=&+S6{*G*amMU_0d0}ha%S&t zfv*Iznf&F;ms7f7=Iwx?0u9ePYU(QCV;_qc!p8Xsb)Fxc3no%-WPWI0acHZ<%+48rIkiTs8}sPgun_DfpWeYDeNiN4oB7<-o&++%Y;y#|+KPf}(8JZ#y83YECi~ z&QnI+BF){HhzR{aR~KqJj^hM7-WYl1sHv_lq$)eGP#x(w(GSNCO+}EP(w=g4o8Iy> zIW7zE-qE6D*Hc$wqZur2|4rOK1VeY+q*FuFMv^I^f0Lg(n)?Tt)P9o7^5=W+GeH9F zfaQr=Y0nbOP)X1!^VoFBOr#?xj3C3nX+Xu2u+bUiOYKk&x^WI-96}~R2j*K&qYp$C zJ|Xg`ly!;udaxV(4bg_A3pweVJ~OIzmQn@L2B+4+rA^$YL=pxxBRB>pXT^#Y?_Cx| zz`E(fli1%0hRHKFmJ_h=7|ttENTHQie!Omp*Zqnf;#WiRewcmpe*6eT|7bJy`x2lL z)w*?+F-^6#+hqKc2GRMR*U}mV*Hew2KExtK+*#!GlilG!#?KF^Lk#(Hd*#~qPBXl) z!uRuBH8eblO+!A4M%j4IrAdn)K%sc{i3Z$38)Ui-jH3QPvnn62S>)#C3SIxb+sMd> zf$!467bSKJPaGT_QviwyTK3*|^2(2Qu?36oS|l#PU?GnP)=W32hqLAtR+2y$1bH>k z7%?VU&jWA>+xOGy7d|n>%HqG)!p=dAR^S~V(bnzkNT6;gD2RQ`1E|X;A`*zq_LN`9vs!yix>zf@M3zaeJuuAa5p?Bki=8KW;!`Jfj!}1R}8M4DZN5WOE8~p z-@ctVI{|J}Vf|-m60vGK4ixqkA9nuTl`UvMKiAYehriN9EOnr>Qwlvz<9qA; zQyll(ck+=H>M}`{e*22G_~`SL`6C-S1h_^-2>D^!W2hB5~&ix%IR=!wNX za0(3{Y}tWgx>1M0Z*7KsE@a@eRBnn6%(A2wqFw<_lZW)<*6Df7oqZVWmPT3Qm525}SPbkY>N z9$-76ZBXn$p2(|fN=nd`cr84=Epry9@3xyD5jyvY5k1&jGcDDxW-)}8k@3wY4qaVc z@cRaiO*WYzqpDt=T#tkRPl&vRU~j}hwV2JwB*rMUn$2|HcVBmB$&n!l$p^bnEkW`1 zQug5aa2)1j*YpA=jsnBN#TiV-6B^NU3Ad3VVb?2%%94-hZg~ z9b4I!80#YD|9HCx9)v=Lh(Q5;gqiinpzWMD$zdohZ8$+q$;6ed5Fk%+5@lLzYg-lpkmbo#Kb5gszDRW;WQG$#@E@ystFSeOuep zL1EZKFT==5+?t@hzy&L$8kJ3h#8ycdmcprzz)1!=-3j9O(e^`ffWRN@`kob7BeThB z8>1(wzWDa=n>TOZT|vU2@f-p?H2~&DU8RH92W%K}sABRb^ib76J*YFcKsJNkvKwv* z0dXG{Cx$XTJv*y{VFR@B$?54msFB9V4{&ms?4FyQFw6eCc#||7U|k8X05m~(1+c%7 zi)<{UeeXoG9tjEw34b#lRL<{k+45wJ;j>=Q>JR>9H4GX}&knpLF73F1W}I16^OtI| zD#+z}W@eA!8O&Lj+=Z@`p|Bu7KM4r}72za&C;&KxP&t5j35^uejdaU^z6vGEyI+7_ zWLYKHxf$eX>XWs$J+dr$X1x*N5g!<};?LYk)#Vis=)uzC)ZK+6&1~@TU2^Z9;vX9{t8mwP}+P z98T|G??iqYL4t{n8$vRPfV4u`c_3PXlu!qRUFL-dOON%e7cu@-8IG!Z#XKHw9M>-| z8*$3h&ZUjK5HWIviaL;{8OkZAFF(wGWX&I8;0Ht+yjI;n6mXl{g5@CoU_E-I4PzV~ zr^!ZRZ1zf6WYN0igL{D(atyzd*C519opobm1=0+uQ{Zn=Z+c*cHgC-i0rn!~dnO{O z=jJP3%=Zw)g!M=6`ikU=kl{u11(#h3zL@jk`=kP4{68azU>N`LB~w}dY`WkuqLso5 z>goi(I%b$RlKCX8EV1W*0%uA-2Qv?7;|r0_(VkGY!7*yrSG5}84MQlT(u2-4#BxG! zx=p$f*kw)9wkYQu{!h5M4bz5G|6k+U#f2_2^Rb<0KU^L?u|JVTXxAH5Lu+Pq*oc)>UA7J9kqBH~{9l&RMnWzD3^lo(vm?I{iL z*e$G*wSW^Bg_H#TfmOYI22VLY*yuyb)Xk}@Fs1QNvQIGQffco~vr}mP+9wP58a8w# z+VL)8uD|+IsIe1sHaciU$)0Hf*Mn1Im{T32lml)Bxe|dQ7A)$ZvS;%PIacgI4@z}A zn3i`}zOT4dAwK5;sATW2K?U9yKk30JCL-1T0X+!nxZ=RwM=;2dJz-M{Ek(_)Z30PJ z0^tcxSzdI=`9DS5^9r^f(rRmO{{nx1Zm_VeO2TzyeG!RD(A+dFEiGis0=CPQmkkZS z;v+`>{HYWoQzA79nm%Cj+xz-tVP31Yr?H{_ccN|u(*{$TZWqWaZaEr|S_KJ1H#Idi z0;Fn!R@x&VZ%=1*+Hh?j-(#1u6<)9jtF9XK2PTepU%NlX#llNf>9O9aey3F4Ide_W$`k-NTzvfaCc~ZtSe?j}~!KeLG4FN)7lfohv@s&a2pu6$R{37HT9&k6z-omkX)V?{q_msBE%gsUo2 zmmfY^x|1{2bp0L-voxk#?83lNZduvJTa}f{VDuFMc~aH)Dsb069d})vIlW&2AMOR_ z7=5LGM}@CStO5314azN|%6j^bE_%zmK)tY9MG=j#yf`$&YuO1oDDlLK0%Vgdw$$J7lIW@83T(PglGL zZ_bb49JRQTN_nrav4}eaC^GD=yq;gwyjX>63 z85x2&_EjRo$Xs07pZsB+f_PGdtgOsIH;-R)%+a7gL%BEHT{Iaqp+33;ptv*=4)13D zYwq`AvgHq~`dcs>h0hSS?pQ_W5MX%D&|Qp-<w;HI7f;X*4Dm&fmAhK@a$)eX=&~5I6^tT)+}4gUEw5G*__IiICl#@C~;*PhEOsh}fb6y-y%B zc$bFM6FX2aXnI-(#t3XJ> z&^I8mt)WukyzwPwqkjxnJ7Dh;X_P+n&Jn+h64rtD-7R|KDL}h5N+I|&`lDAigR7BC z-cZZeZf$K%WNDNevZ-K+8X&#^K+mH_gOrV}Ac+u2HX7v#3W_^AzfSBBx}Epeh8QsH z_kAuc%Dw*w(uiip)jd$kK7$*Ag%wY~#>2xyh5zjK&wzHs088w<_&7Jrd;zBrnjS^d4Qj7tjZlo?t9dkU2soprkScg`W9qZgLnYo2jsYe z_R|Kn49grn#>gUYbJE=R@Fh7M39NQWjQ|7nzfc1NrN7)aBS;&3GV{ax_sSq+aYX-2 zOq|5515P1}*SU#cXQATrdU4LNeTLu62}MjWArb&gCS=Cp(GKo%z#)_7OnyL`4lGx( zZ+PHdE*VY$5Xuq2fedp8)MAc9m;Z2c z>M*1a+4NvE4QNFapx%@qdtp-eGvFF}7&68{P9Kp&x@Oqe*vPyQRDI|o1tcWUHmrGj z_yj0-G}8MaFeBUb2e0EMpL)12@<-?o*?!t@;Mma~6Rimf17~AE54xoypzYX89|ge0 zRSx8wxX(4vdU7ds8x?(_f0^a8?OG32H=usscMuEn3k#%a0|`>A^;h6X?dCf05-eUo za%-w~2#j06$P3qdUvNw@2nJBBc*19gB7jq1;(-_I%~;k6`w$qLm6F9^ML(Wvo7i{) z=%XHofXuB0*{(VLetb{+=V&OaLBJ0(I4U?s}e5=h7>vj zvY|hGf)3Jj2u0w@tp9i%UZkg|r~hHG_&ad)@FqwjA(Ad2>D@bp>z9N*m)e|tLBK*A zl#5FIInRt%ckr#JD&KcWZJ=BnlFwJ>CIJBfOoq9UNxGR0zt9d+*d5+Bo_zB3X-s*_ z!O>DDUc326zWl*HJ&Y?OTrpD`Qr@Dh?qzEl8b&^Z0)t;NBMn~dsTJZx(18ecPQO8z zW!|L)2^=kMjFhVist%>yCV9mnXAK7&%cmm&QQ-Ja6ZQ%wf7gYH9i%s5Y^cHeB+aT}C&~A7(FqeTqUqKMHbEHC%EvjUM1v|4#zzup6TKtc6Q zLd~@E4d_LVp!%b4Vwi)CLUn-= ztY-Pq8t5IUUT!M{nP!k!VjN3sS~Ex z2GfYi5{j4TM;PW%>F$60cnkqYOj(>RG9#QNvnCTb91oO8>kRkBLGG+b{nZD}OL^HJ z++EeHbQYCE#d&agq_Z)@k_ok=2bi|ztqv1f(!<)H9^~XmVAxw9lCVg{nX9n}*xA`L zuMdanE#O;~-F-2rjEU^%@A3XZw-f_-@1azZI|DEj;Dxc0FJHbup1KDOh!=vtC%q?> z4ms4hKck~nSB!D=2z!GTjGz*HXBesg8AnV=NI1&&-Vw?v>hWtV5=?Wa#F{3NG9Ns7 zVub4x$Sn??foiueGVxihU9%=mg6qcQAUy>L2#vq4NES2bHERpKb_+j4_TV+CVgVa= z3gQnMN@|q22uvw3q&|?!WwFKV$Ip+~mBfxYVtZ!Lt`X7>gNE-cnzn-kC#@AI%~(L~ zR;Mw~Ob3Iu9Q z3=>A%gDM-fm<>?qvGd3s1g#3HGWg6wH0We3Bg}b{9{*Y|q*GrZD=obW2{8)zP%TFJ zHsOFqyXA4FWYAFnI+LEP?nVe8$0|6m7Nb9*}&Vny63A-?t@Q27aJeFVFpHHZ709J34 z%L)rmFZ_L&XA2e?QXygYGNMV*O7!6h9;6hO*7AR&Nbc49vP zV?dgWuCCYO>8QWs1NC0Sg@F$TwmA)>84+-$?r#W(kwB~aAEkEXjEpZMG|lSwOi%xW ze}z6!+seMF0=bePO`x+>RAx}EcVH#Jj_VV+!Z^`|J4u2-{*jUd7@Cik8C4bv#wgOo z2)0)rIbA#(1P0EnRYyJ*SyC8bHf`EuH}vBLc(}6wRi2|#OI+a=M2}*vnDT-XK+|b` zPOcZAtFO2j-$MCUjZ@_>`-ZM$_=%0wzs$UKfI6T0h5eHyWB9>TIuwp>&KC*|t zi4y}J_<4z$wgg9=P3zVb^+!1!Gm$!xcLPtQJ8dK;@XR-A$E*|oGrRm4PJ z#DOU`P-9REvP7R2%@B*POY=7B)!=zGn_t^44|f>QVz%SJP;kP|rq5`7D?g&S@|1|d zkD;@N&hUs-0b)oNRkAlnaeMIiakWD!87(jD3#>H7@p%8?gEx8@D5@aIUqZQ@pYHU+ z%;%-fhWy(~_2azqi!)2Fmm$`WCoZe0p;4jbGPA}Vy{*s%!wp{;U-*F zK|Ck(^YhO{UBGvM0NIHa0$qHpa`+15r5>Es*f*+v2z^Ye%D^gd^i4DvGJ@cW#{kGo za2o{j0w^)?=JJPu+xs24FTTHp$ul%{`A{iPe9*^Mz!gPs;QyOmM$-$m&UUx;7?H1fu|ufnh)1>xX9pAhE{90^3c$CWKt zLiEkeOQCr-pyVC8kY4j+7|vbzNwL~mb6~piV7((kC29U}?*iCRYdGtOq!0U&G=`Lq zmM14AUCw{7MWhKHLjSmd-Ea|O43mt%!J#*XNMP~8{RzYthf1If&_6plB#%@L8y`_4 zb_-eEf`vQ!d@njIG>JXPC}4x`fWLW$bt4@#*3BQof@nvx3WTAC>LJUiz10rE>(Js- zAFw<^=uZ*0xaZ<^zoQSVz%gShJ>mJ{10@CYauN@E14g1ph9RO3&oJwI2eb_t5(Rlm za5r#NH$FWQyc?(Q5!|PPH@}N)3Q?N4YRM%`5FAo$y5+!HL|V_2A!pzOPGlU&tNEB1 zLjLE$^#r)$;xl}OU>OxB7G%uPxop@i^pq%j(6d21e@2JXfJ#q%P{@4Xr`0-x!I_K! zH|beecw*lvFf1Al1Hr0QtCWFA=mx}4WiXEp#3zF5D?E^YZE?j4Nw^wswabwH(ZhNa z2%CJE!UwG-mjbQHI{Z#DR_#D)<`zj+^edF;?3Ty&q#ZG!f-xmtjB!Pd1yp9KXp6m5 z6QnA?e<;m0+RfcP-o5+&y?Zz%;r0rsuc+~_5w8gsG8C8a8(KVKjU$F}?9VIfP*~xy zB%)5!PYExLukl;}up|u*I;vFAhM(YU)*S-H0_1WZ_8V)Mm$48pt$(BNt=qII3ft3f zu|!Fp8bw1!_girkmFR(w&sL0AeyOhB3QFth&-b@|e0=JX<3jVv=YlnwsIY>A2VSS8 zvt+w92v#jzm!S7QE)xY+El!Q<;K75Q13xfX3bHW@&=6m7dZC4YFg%$*j3=nJvQuJU zH1ofIKiiws4A#XKzBXhW;8FvZ6qorXoE z+Une5FFs59)F~oAc}^wbOcH+!n)K)+TFlT!;i(>j8c~jmQ2@DaxwYO#w+zo`K1?+# z34$1IhW3y+1V-|Pqhl3j^AWgFEuk$p-_AN&|)sBsZnbl^ABXsjk6IS4B^IQBY>5kTowZJ zolSswDK4Y5G7KLAJHvvWmw{5Q6@C&K9CGY{Qtb%orU*d}9z|r>OzsQ)XP^mK)rdok z*d$#huw>ZUjqsqUS-RrNA~Jr9P-Q?93|{Pbzqa3N;_<^$m}Xhp4>ous=&WIf^BhH{ zsz9Rt)%-C7gsG6Q@b^?>CA@W5TzgX{99iHyZ@JNg&{h{_2}&;yj){>ujPBn9S2{W- zjtN0pk@4zsaR*<6TT%?b5%ya^OCr=TN}aB;akRZ6a2>^a`vKp@UGb*@q1RSA{uVfJ z;1Rrxx@KnbplDPsmAh96w*HShjTyOV1AUeh67_iBf)NO}Bqd<_Tyr4rQ3An>P^ql# z?Yp6>5^oXy;Z7`YnI7oADX1!RU1j)pON{VzqNqK^eF6|N5x15{pS0p69FLlaiF4UO zn={NL=16zkj6?8NP*708k-lU!mu;^571hSAhc})rpO-nljAm4#1{Oj3Z94C=B*D-i)4kGpgJppRW?1xA)!SA{HP9|{|}B+LR0SvLhOe!Odsf1CXZ zCSO8tHVWLkcdyS$aR+Vgv+R{VXplgDfeP&y98^HkeCX+E2vrX)auVp5(VjCiBadKa zNP*E2ZNOI?Hrz8t4gOUR_(Cn={MiVAbuM!Ko9YJ}Ll2L4a}AK+HhxB%jfzs&`ZY=l z$%1sZjg0}2f8Yh8^;`g#rUzQ8zr9ZOtn+6ZaA}|~wCD1f-Vx{w8%<@7t1Dr75Ck<9 zqG89bKfwh=s&JKT&<;sQwX&V)SBLW`%K8lYx;2YaKUjRHC*%@g9`J*Kbqj8yBk3M1 zZdmgCyZ_HKI#Vs1m*rbt4)!(17=U$BAQxq=RjqZ?1@RP)REm1R(`eh=+)U4JN{2Ow zfY6AAAuKR)E1=}PdyeU>Lg z4=i~wszi)?3ocf8OrSkLm)Z+&M8*?FF*z(GC|1ABwLidU;_8|!PFG&`pH)2YJU%@K zjB0cJYi@W{U{$nUoOb~CNqQx+p~St-C>BU^6jsWUxjqwE4}%Ejvz>$y+>w9)xL-us znPRMcViK(mJi|ckUr=ciTUszxKv?kJgZCahSO-Y(7~TxHSQ+M?-7Kpbb6miz5Q9W7 zMip?qf~>yG$L!x(%+Ho4k)_uxLtbwN>?rAW6atSvMEb*_-iC|tauFWz5X(*egb_#2 zz`*V8TW%CI(td+ZWj(gv4y_vo3%a1rdN4_ZA}i1`FgyZfj<(=3I!CQuBH>1=#Eu<| zW$g0+qK&{V5eptL8DaIwH3x9xod=r+(HYkvM4vAQ&q6LxKp^yh=^@+}YIY|^g3u1` z#7zk;O^ZkJ3kz3L!RY{<7>I+oN~09$ajTC!yy^{~9Qeqked$X?HIvKqZE#~aSlfu9 z8=r^^4WG>#|H{*z#@#88iB<2$pUar^KMw90&)kVN75oT$V|QWI0U%$TL94zhR+q&Y zW8AawCL_h3{)pZxP_l$IMruJP29EZA!E1}z%&Ge_xl0xo#buYlYYmVS=oRs}W8}(~ zx!=dY)ObWk8$aqrvGNDu15W=Na4@cHJEtVzyBn4eVul5si~~Xg`Njxa3ucPv@@I+= z`HRj9FyLp(L8f(e&CZWk031dLpD912Hmp*C)t z!3p>dJ3I`%a7D>r4 zKZ0Ii!-4HD+$YY(9Wm8XxlA-vomissACE(2Axr|!Y` zGZGcbbDhgP^ z1~W(Y!+LtC!k92HOASOeb>v8XV-@pb66sCtMLo_Vx{2esgaOPGESDFvHeCmsT2r_O za2sk+$lE0~JSj=0cHkK;*j@xBHpmRaA>7bpsvUy+)0DFW9`h^2U0x`g0W$MaRE^J8=T+PG5UvHd=nI3+$Oz9QB-tT7lYAa5%4;N{9$aTD5k zd3k(lil<`l8w_Yo%A_6o5Z?Fj8`Z{*tZZy->fOZni`$EczGgj$14PUN>TznawbF)6 zcl(9MP~oo(sanXJ?0eq@C71CQ)+8o_bt)6kb?cTb-f{J;tdMi|5GD=fMh_H#Y<404 zl}ZYk^HTFt@c&i{v1O4lh%4ozA&pbwAIWt97?CG;CQ!(4-Ot8fu4K~m6T(8e22=&G zN(D&gh4|+)vAUl>gF)oD6C^40r2(|nd5Apaz4t2Mm_^bd$PmT6M0t)c4q%-E7xzf* zpFV{S78K0!)N>-Zh!w18Vz0u$5;yBnC#~wmBw++liN+;nV8t&eGvvb2{I3hccheD) zP~YT;iLnH>JwVadrVp~RCx%;@WX}7Dj0|90z?$5=1WQa@a#tO64`j8Pz~l1uPmN)2 z+YTNcTgh)!q0t-lHx}iAkRY8{KMJ~ggrqTht zhRC-2d3ZMC`5{2fpa>k{A_$NkpIJfZ63Pw_qM&8U_WQ52qNDH{EbPExGh!0tqumjpGS8ELJfnd_t0-* zJS!K1C}h=?0=_I%idPV6%^Q*^ckI{!vj*g#HBeh#;_N!j4P`LYzgA;QSZisX5O#h< zcU=yY49B3XEHQM{8pF2s_J*LkV4cR`rZEmz0h)nE+>-|2POP*H!`}(CC0z?bfMH^Z z7s<4Hh?TgE=`(QGOY>}`qMgjAkkVPo`0|Qeoe_4TZd>XSCpk$YNO=i&YXjx5zgK8>d z!AN5+6X1Y>Kn9TexTEMB8gjUA4B>oZ=zcxX(o46@RH^aQwC&y+-8C^MM6G4I=woT} zs`ZO8PL5Fw*bjUI0cT6ad)nMFmTkuzlpG?C;1KQw`X%Fn;3de^f~`egmv3AOnr8JI z;;=Dj>_mSYH2W9+`P%lzx;kG>k{y939*h1JVTt5Q^nb(>k6!)*gPSbsq|t)3;4fgo z02UilJ9i+{5UPQQNB~i3(%ps?(rJql!)`nMz0!a+;CI7?G4&q|8d3291(Av&y)I zvdv{EMdopn%t^APGKcW4d(-)y-*vt3`^WQK$2si%9q#)xthGMt7Jn_42mFF~2}4zC zhzIa6Ft7@pJe)S&pbMli&(%F$Ly8daNJQ#`MqdQ85_o)3HfbZkqKP{n>CzEDZr#59 z2t6ZNH4w4>o!#VD4Dx5IYUB~xhbKDc$DrFGuxZy0BG>(~uo5IG zMAqOxZS^p^T{1{N_*2Y7yU&BOj#y8oL=J!VC9c2&`Gm4(X&~Pej$or+fGuSrWDc}e zMSz8bpOLxVPzeJzw1oKt1pyJ9oV8oq3aA6A!t!q}HYxt_rQ6GYL}1$6=!pBHxm_^+ zapGK4k+FZf6L<7flmpB~`potqwxeBAtod#P0Tocl^(QVS<4wa}xESDDau&Zf4Q2G! z<#%`wpI<$r#^L>o?++8dWcw|jN}jZK#cYO4iEN0Yz-D|<2T&wArtyMZwxIIi3?W4D zRWLNi(4sI}_ee<@Yo8RI9=(6GA6Redorirsr8ME|@8*Dx@MkD3(Uz;H54j(4w1v#w_~Iu_MeCK}_aTIN4k8A>R)&pCCNHssw3~(gI`{oGD~I4-O%TpfjWpxLZD|oedf$QRA!_a z!S+?O$r}V;6_-wY(TUXlUjW%fZou8Qp|gw5;;<~%F=kl+-1VK=AVR{NS7h^9 zl*5t!_dvagup98KGGYK5cy0r9WyFUVAoO#n?0G9%p}Gc+0fvY*yRTOWAZ!%!NeE1% zAs(clU31511cn1*wdv6Ls#CxtrmTn zHHZn`OS|YFgNC%v8|(Vy=H`|!U4YRf#gD1z_~ zOh&-gJF#UF%@EM@d_W5%$Fd|x4tPaGyp1Xej&ngY3lNpjP!SNk2R*YIswxUSB>aS> zke)(7D}C=g*PP{td|*B_AERmCfBnc`OdOrTB}Os1WPMc~%V`#MTG?Z!iaJEThi5oY zwyX7-W8aw}dyVZ5Ad4F^ZDPh`gn)h_O`|4!gT~wX;>BtKwbwSoz6eGvE#F6<4J?h) zK}}VT=M&cNQ<15G56xb76{ASPCkrsNSBPh(3e6qya{G-7S+o5Y7c$5-6DH|b>ZaP_ z^-{}$&x29*XIdPIf0||N!UztmkGu=U&#jKvmcU$R4pM|M3p@)0&@1w+FH}zO@>&_iAcuuCt@oL2D`4{g0 zJmEec;i|!H+W4vA6(R;4sB6B+{PA$N%@$lSHrfM#4IVDI$G7j_pNKCU1<=LQ2%hfz$>1_u%96Za#S zA`k+aB?*B8njY;+XRn4&fh39SX4!0|bqd94@ET|@2YVBvHq<1nos5Y`c`zn35E0P$ z`$Qs?eM}=MlGY`=fhVAqSc-Ll7W4M0o^zEEY!tBh+7Aw}^7lA9sCNts7;GXV zthrx(~btZK9z(e@Z%8gu9r&)>`?&)Inh8qu0 z*SUtneW$m{+&wzlw(tR3-6uefZ2%zynZFqr7+80OF%Ss_W3@##It|kM;|-CC>!D$^ zd?*2x(0#|Ee<~mz5jrv{BCO%ppzQ=U# zEzBsPEl1zM32h2@^28&+5h578C6*Hq?+$4uL5@qBKRhMiM>l~RQO__`Nz{KC){p9T zlV$_+N?eb&C3F(k0u;5UG4Y;|AWS?_XncJVjC&u)PE75NPu!hQ7}FUvWT!*{bNGr~ zj;OP_@uUn~Dlq7IKRlcV-7%~)b2b1$MuUer{%gU(Ye6k4J@0)j!a_z3DpB0bxpiMH zdFoh3OFkXVW2no|mjgG=F)xQ@inq%PRbJ7flx`v;{J&Mm%MoV8qC(KpvCqrDeIa!%p>W}ux4YrUxJE*!3ze}?YE=~4MdIv(dht=Fvj(1V#mz~ zVaVcSN(qkBtN|j!E!|G#VNf#>DR6Bo)W{)dO^o%f{Xt5AJ^@q7E| z%-{zaYtdRY1s70uu|p9qJy7 z-n)11Jcfi5N)+djZ%XhDSeYVX(vPW5aMuW=24~L_!+tmo?~4w2k_0Ziy`5-qh%mm! zY0O*;X@txyp~4^oN0yc(EC^X1Z!Nj`k(@38+2rGxt%KRKblKuYx1)`2JlPnrJ}pOE7ZNlx24pG==H) zH>f-yoFIuBDW60=)a!quHX)G&KnJ8AM{4X0Z}uoClG_D7y;RQR&x-ri>%$sBzd*Wu z4H73@WE9Hx+Juv<)YNKtD{iCE!mh;eO+hGoQ7CYt0D6lJTGP0Y zyZ-9CSsq@96sMYQrANBCl$1zNdr06~9jh4wZ;%^^=5IzlNk-n_ScG(6B|t<9MEo^( z?p(q_z+;^x?1nnL7vfL=Clx$)AXU(Cyo2ZkO;uF|hx{ju>Tp%u+A?GZK#jNLeXi?X zG>nfyW-zVU+iqapt{0L9b9{I7vbg;<0oE z0rtSplIMsIi5f{x{*;y6WARkEdr<}c1u^nR7aP@c86q`IahBt%Ya0I`?{cPc4)-Rm ze!zkVwF=@RP|A*0-hq9553*A%dQ?_qnj1Ne>__bv_6c=;$SjY+Q zK9;#-YC9n$Ob)>i_OwGJ{8u_u;b z{uCGHINHCNur#3HNPS6^njQM^y^#YBmNL9sN@^L-v%uo0u@$~;^w!R(zWzjbwamFa z*^hS9i%EWRBz^$}Bw)9KACm`*n~Bj}GRp{F=URCO8RG$%cEQ1c%BdTU zWJggrVFXAkyaRSOSk^c@VCRD$TOVN-4*`{MNz5uA)G*`(7tAzSEDRhP8q(OC8;H94 zts_ixFa}=#9w?p;ktrad*@gw20&VaJT21$cnrxK>yZKR%_Qf2Qgyr5IVI~#^n(SM?7W4`?jTn8)^ko^+75g9Gmwzl z)uQGW79~WsFfo=|C(;A)Ozbr=UTKB*kjKN6ZWN77Z6jI<4|MZ&pALdPshclJVJch) z$rIvWkcT#`iCJlO;ByKPCf5wMM9<%g<;D0A^I;hKHJil$Atn7@0Ea6m0xRMD{xN&@ zQk+Ww3RVfuIS?;l>GCl<(7-R^z5E3;YK%sVQlT}mrS&K&%-kSGEK_ufZTx5L69Z)>vB-{;BYlV zRD2re;Tu(vdS4i}TNFee$IrjOYJp7aHB>kqC-A|55ikWBa{vf=G984@<6q3J_} zr^6fq{M2IJg{jcj3L`P`iikV_0@(khY7=pO!SE0OdWE!yda?=iel<~hq=6kqkMrmN z65H7kLKNiJ2*aV_c3TFKv?sFf-NsnlpGy1 z3P!S=U#n-=-LAjCh=YSMx=;Wh^z4+h+3=LYlsoa3$M^t*NW7RiqKL(tv+L*G&vAhi z%#NbOLu0a5WrgKySkmE{a0xqjR|4YxlOZ}_7TThUG4lZCYDU(l+o@;)ai11Pea~Ty zA;*-!|Aq|pgA5{S0y6#ux=ai+si9A}R0RbS1>;Y3c=9*5XMz{)_ar5V_>O68pLusH zZAEoR%>G9zr=J$O&PVsBtcUW35EEExL?}!W9&G3vFK5 zvS6HsSWr*^q~|_ri=)|kaq2{qoSnY?IVh`HDtOqqH}ftijB7dX#}R#T$7&aUEZ&-8 zEQYfu25%x#VXA*tR{kUNMl7(MX-H$?P=P)}IpNWZ)|EX1375Yv*!O8h;!|gjz0tOw zv*C?Mv{c=bsO|d9F#k@x%YA<7UuZk#Sj@-rS6_zNqhO3^J=o)5MQSq?h&zYjeCmT8 zwt3A(vBwA?Fm+OwG4Qzq+H7~@F!BJjomVwCfXTS3sZza*L5J`0+hfO2YhcnOH%jND zg55pYk}AMe(Mk5GG5&P>O?WPF^U$h_1ht)#==fV@a)iK)4`7k62$7V}7cLHSX*F!2&a#-f&_n3(g2|% z@9AtDt(J+Z6=qUkGB08f4}+-h@XpBSDv*X6=Ikk`rFL7lQ4p5kif;p%YcQgzvpMNk}-^*+4yBCtwem|e9bj77&hl-zm*mqeS*JgsK0HsDHwlJ~3 z$;0*|6eXZpg6$!sUIPqDdKb(OdC``{DFQGfk|s&)!L#lR{QA(W1 zyttW6$^c{|iyf~p*>&nlc20e_DC!zmXqFJJ4sJDQkmF?2(ajJIFeYZn39b<9K-38l zaR?TnkjvAq4{$l6ZPh(gatP-8V^v$*>&>ntwP`t|I7n_C#p`Y!#A_Wg@qPsm`@!e znwYs+DD=TViDp}F?87=M4#TKHzs$C*569~Wp8|C0IfBLtJh_?fz11K=V3~y?vVmB|$0}-)$$C(4h;=+oN zBUcPfV-^eaX7r7Z1opWh&rljedLa-4wJZfb&i)xAOiUzzoeWr%9W< z0t8z7Jr}n1?%z~dC1IvQsm@6yZv%Au|E{pMeo2B>r_1E)w&+z}U< z{^K(AN|+jayds2C5Qqy%ymr)kV>BFnV;lfP|kQ*vl!%djU9rfy()p0=_&hCUZg3ulA2m?OW16g&X) zR@ko@a%ox7zz@l35Tf#NI_qZ8Si;I$S@gi+0|%BYSwax+Aq`7^V!4O1w&wjX_}4a= z?f}Z6$7-PTvxA71{ZqP#u|mzSbD4eja~S7XM=>nfcdf;r#)R7m98O4Ui#}A*VhWj# zm_Fc$U-2(%K0-N)W3LE~Ow{!_{)aU75T%pi47$#^ZSkN3rE+C;Lv%sm(#cs0{U=w8 zMYt!R^niB7wCZHVz^$d5-ox|)_Zo=_Dak#1;(5k$zyuF(}CSN+9@$1VP!o2U@BB7%wO8;@>+l$O)1w z4}XcMhq(|{X}-9jr5Zha^WnmX(N!m$fN@Ob{-<9xN3K|U?^TaP_TZn(4Ca6Sxjt1ip z(mgtsihHzV52&B_?cdL)y0a$(r^?Xa7V($CZh;Eg?-M5?_5MG`&i=2GYWw4G#P0tE zzw!5x6mj|4+0_+Lr8p}Ozz2@X5>Mg}^%^G!G#Mr-!6gn-J`Wq5okW!ENNE@(A><9Q z`2?Q^pjck5k)A(9p$a9&hB&DbhbL@?)i3d6z$BX4x)>crsXpiGHILE_8pEZ4%A)%q zo)D<+%9x+A^`dcxgSP*ZWgC04QDb8ce97w7N5Gk)#9RzjyELT#7^MOLwjW?7WPKIP z=sUJV@(Uvq@=a)jS%@+bu;6_mcb2AH#N5R{F)=Z9!$^HX6RUi0L0lMgNmR^vuQzQw zO!8o63kgiZad*|Y$eH|rdWp!{;pI#;hIsxTG1v*G$K6Wx5B%!c=Xrj_Tr8KXt1Hf> zB1$0Kd^-{psNWp*=N;tvh=rmz><48Ekia_~SIvyHY6N}YM&V++diOi!Q zPP3nePb!&IAtQwd=E!H5bYQmmuK&_;1*bnBF=@jf6i%U<&0E5oHinAS|k}1 zvB)TUi;}()X%{JVkuL^-C$K*QXET(BP++?5JE|*yA>?dn1ROH#L6!#KL2?K$VY^U` z&_AjI-&UIuJ5+ziOb|8ry;Z+!5^WQWFL;QhP9q0~&rG|{%woYD;WpUqP$N>B;K`mb zGP;4~2TOsvwuE~9zfUXDj zAdBG#LJC#{7q{z$lSIIY)(8Y9@s-ipuU=Cfy|@QcJ6rK|3Y(hN;gheRld|Qg@qpbC z8JC6e9ps{btZ<&980&c1m%xbz(EB0mCM?pVkgAF64Oqq)bH}8d;v(}vr}eZI|Hytd zTMSc|2yg;iQ&vEzh(#p@0>>{=ivH1=_}P(js~sHb=a*9j1%Z2>>6~wO!VNX$xC8@d zql5V)#uI4eZLc(Ard*$4{0^C zvv{cgPkgH2IePrlm~|re20jkTtgGNFh(ry!xN0{I4e}Fm)-1#cea#N7RhVt}n1Jn0 zBy=2v@j@#?rpb_G$@DO(6No|@S4~!xE*=!NBW7267N*W?LsL&qU?jQ|jKHA$CMSCX zqfi)fnF9q{J_Lx6YXy=8i@c=@#~ad`Bb)iiXbt`CCJ?z9Yb^T0QDa}675^HQIPf_i{(*~)33C+?>lO|o`V|=E!i+hf`?kKmdia}2O>9Xs;8>r<58*BR zMUI^b2s;e0{xxZYZezX&f^Z%b{a7x-*uwJmH~g{A077w*BQPnla*1x?`PsRU6Sjfo z{$p8KAwXPNz?C>m@#w@Z(0yug+Vm}`w4>4TF>hPmT_IS2v1oY8=N@uF;v*O|V%f0? z-I!u%M1Wbc!%DoWp$=;dT~i?j0@#RE$5!yuSU67rml1v!cTXXj7N7uyG0hsxjU06d z-tdHTyh+B8*7@>JbA`h>hvmNxDTFAX$Gd;+#gN|xv?NOGWoisT)V(0v> z_C_uVH`ENtbi}y-?d8l2w83tJkMoC;B8^y;zoGSjsY$I5+vaadr~ZS`{anj{@DQ7l zOj~(4Iii|R*(V?eH4-t0!`&F;PH49s}Xkv7C4y@czqu6PBt$>G}F@ zev?n{ynqwCgRCRN2ZXsrK}rsVz!Fn_US1lJG~V|YCUS5eUogj1K7oRtv<&ErL`}-q zL8pHh1QMcR1j4#mqVi_J#KSw^T!vE-WH~o5&wKUSHKMeg2jwR&0n$m{GP`L17H_mG zb~QsqS5Yv3EhP4~C8GYH(%-%9nq7v9$;-n7!WS}@g8>vGMI=Z#mP4jv-$q;kE_sec z&y=uWfaJS4au6aUgV=^oTkQXX2=>toKH|P2fe12t@m>g}O*jzZ3vyI$5I$xJ7eVLx zWJ~DnKeK+_I@@n*mQz1Gr&7}9wIRmTf6&BfpBoI^2WnydvKat4S9ZDpt*esWv*|7j zb!&g-pn4#%BoGcUZ0bYzRzIqDt>4g|GYNc+s}bFYUHQ+1?F2(WfkK*b48~gY!mgpi%tdL%-1>z#-)~<9Qj;9N3vip+Rn4h3 z`xinUuTu_ETi7Y|6{uvtHl}+Lbp)_v%yt~Z7@7Ak@nTqh=xacoS;>irODlSXL*>W9~}&6_et*)|7*rzn;q2Uatl_Jixx!4n7X{*WofS#qa`9}RBA z9?Vyf6Sx_6(SD~2wF&JBr6nopp)Zz$?jQ32o&^ChF?@J5RVJxeG=q85rv#qM>AUY2 zu+L|rV{- z$-l$aH%87^&tgiVULvX`6sSdu8a2zL!+vI7^usbYUFWmT#gBd7UcLuE+Di+gD|#pb z{a{?|F@BdR|6O+Z`t=-NaJ*ZpaQ6N*R6**BuV87p9}1x0#P*gk^wZK%A|V1Ez*$S6 zL)yS!o_>9Oo{m1Gm_!Dx&ww1Q@)~Jsxo;FKN$UD4^h*0yDINCxyq9v+W#VC^So0pn zCw3mUUqO@-h%sLZp-kmG4-D79nxPI22X~mzk0FdF&$E%@2-l0}7@LkGpaD2lit7jD z7-|HoCl!Ic6u(-J$MXedv!EH7m%^6+zY$Q>!Acz=sPpZTjF8N(Ok_!kZvlFkdjZb6 zi1kTVCQn9zVTC|hJgLBERqh%M1l6iGM)cPK65)&8OusLA4HJfkm#jw5WRxi!S%kG-h)$f#hDm&~Zee%bm zi+jUtT)VQDv4#5iX-F^Cb<#>GJN?13@%+m^cl1XQC=~r2k4R7v_5+dD+k!M28}Amq zqT&gni?U4?CPDH*D>N{gfNF-{vMJ*@f}a{n83m%!v13&cYZ~MGPyCUtnMvCXiI9wYNlvh=~s^P&7!DTFjRR9fUFmivBj9a5|#u?3{&j2WrzSPu|pW z0Niz@EPSs%N-u_=)~Pt~uct71r2}%;+uK_lYi$|lXN}H^M_Y0bb9l0c>P~XWUd{mj z7Io4p^B^kmJ9qD@UA&n5Eu&*mvvoeliu=vl(RxmpO35IT3X<$@HyqDMip5Ku7RG&| zU7;_>lLKL>3oJYta4#=DR;KR_C+gw=gvC>5!XXpIyq~7Lyu5R7YP~Ijhs@ZQCpsvY z<2o>Y)}!XfaqRVnNJLv^s6z|?%-MKb+clZ|3g81w~@LGGEQ*QHL)<%jE$j@?_`33msar*o=&fW$7(i zLluv*a(U#rB&{Rx#bmBNK{rzsAcorM(-Ei8#C(je|8_>~=-BD^8d`c$sB;A&BD|N+ zFhft^9SI1Wi+diWd`NQ7AxUm{R;$A!K4?#4jRJ*=ckB{j*@ZELlQi6VNOF}p&MLoP`ZGX>tj!Hl;dDuk8us4&a1K>za>KdkiTgWyqbDIg<>%*@hrp;3 zB~lVNJ#-Pq#_PGM)5~5r?0CIKPESi*`-I-@F2L~S=ra6T2r+x-_HF*jEL8E|R%@ol zGsCZ~fD3`YV*>Olz14k3?{+=jb;#Y|3&MkaMnajf+TVZwqa8DcQuo%#*Y@sTz!6$5 zEHoKpJ%<{Jwdm8;z*T>3sba(Jr4e0c>bEvp?|mK2u;OvnUY)7MG`1?rnSxh1V?Ur153(3-v`XatG$3Byq-%a$!G zUB^k~@!~6Y_jNmerTZxC_A_~Xqy%rAax1n56fU(wF;WCNy*cwIcKml0T6Xn5N;VLyZizI_+b7*VkU^0I&^onK!NDTx}HC@T4$7nTYlHLnV1ng=QaK2$-+k(rY5$`O(Xl3;kthGZ( z4;*tZS6fm+g&btY>qUpyIpq?N}0jubNF+z#}PNN)PivCVAz#0Gl%e&i?>Xu z@(m&DH-)g-s1Li`F<6b0QgrPW&ZCYlU9zO@heLWM&ql$UASA~|z9#`AumDah<@h54 z50wE!@cz=C`{P^{$L|I^*O;i;uNb+l8lG<=%tL^flMT zDC*fCF&(3bzV_X3P^Q?Lxl(SaScUFs^VDB&@AA_>Lf*)SvTnzm;SUyi&eu+-H-@&X zqE1g(`$uvIjP}H_c?=y?NaJR%S0KNsQ_}4i27&VVWmJT_<37n%-4_CLopnE-XYQD1 zLQ$tBVmh2K{Iz8fJEfwn$P-G$1wodS-P1Vy6 zbF2FYty@*n{}3lDvFUAm^jwOHU8nq~iToX9nWPLJx~}ZEs6X-HZO5YZon#%pg&63oJ5>WPvrI~uaujF14T@4Oo{i`swOX6}Z{*nRX4EnJJ6!%?L1j7a`N^xw#93R2ekVO15TVS0=@)-2H%Q-pE z)|s*8ZCYA>e`z^IMPvo8tN?|Mo1Xma!EY#d6R2-lqmiNE7hI2V=t@fZjvtnV)z>AFSA=^MH-@lL zZYDc~!+^NN;!&@3Z3du>n}^lI^1X>{lX1sn{Gs~^;nX{y#cY1)5E0dEJ z*Sw$gx{f0fqK*{Uy!qg~dGov@|Jv^!3tbIKv)EVBpx@1b`3eXL)m~dHYs$JuvZDHi zle?quzamTJ$JXe#1B4kzt+Ugt`qS%wvR^KTIvaty8)q(%)D8k_@b!Z2U+(YuCeo8a zop!>adtCG?jmPf$;S1z4RMx(~_xKX686c*Ol+EXRc%)7CQTaZYfRgt{@o(YCOEr}- z+e55*56hma_F;c*J7hGZwEBYlbupFkAF{LM^o&0EnH>Jfu z{9V7-rb_U`l@%x=5Hxh6e0_Z{rlZWLLTIza+$nk2{-5~Uh4db3j6Z65w2f!{47t5n zOFSX1Q%(m74gxSWvymK=h##u3VXepmxhO3h5~#73qH1U3N#Ln1N1Y6)%|bQ7Ha47-==}US z$W8}QVrCuJ+DE^&K~zq~9R7;s%Y9!cA$eiY_c4G!@{6%UB)It6mnZU6_ut9gf^~xD zqa*E!qX}`cO+BZw^rL?6^%I|bl$nrua>+QSXvfTU( zW|Ro)4dk}jUgHnSe1YK2fsmiJq2>Iwr50-ipM{x)f93y&WL-@|bP*zp)AzI0ArYc; zc(MP4jLe>l3vq&#iP&I09WL|TvWin24gwB|tF@o57$mTWRV*A8Bo$TnyKWzK4qO|` z3ge1Dsd+qZA|p+N**k*%t#%B$ztG1%BTsfn6D2WOwf0?UB@`yJ~~|C;$z zz8!X44C0ppI!r-Pu?DE1Ur-PY^C%>aWg+*Z!m(!doH;>G3RLV;O%9Vwe~}l_wy=ih zqZ3dN3zW(V^76;w9hVB6iGy4E1X@~Dwj$%Ulu9pIm7k1!bawt~JwXx?;`)Wczxj?n zi~#c2v)J|LHF8oUX0%2}M>9LrDV2n$>&m?i=?%8y8XUaxH;;93BDPX~pKPVmfv|nN zHvZET6g>f!Z+A)rD`7X6hjCHn*BSYlM~=&_;_^XlGsW5mQbSYRmprtTT zW}{NwSqsZ_q;H*G&C@Ha57=_bn)Ta-_-!yVW$WfrwK^!T5UZ}#(;pqOx32J6#M+*# z9?BZ5rW}`%3>cK&k&?E4_xJt_+gV#C>nc*#MY1|p88g1E?Ec>Wd^@Wo%X-u8hzTBX zBg%OFT&nbwS$pZz54fSk3sPY(&}`sAGts=*m``DAnZd*#OnW?iKSiZa*CW`)xb?y} zZ?KUbgjm z4&6n3;p%8F16w^0VPXZA+S zP3kSP{pC=u=MyO}%lhJpz->Gus;vLmaLa_UbC0=B=N&TtoD|o*HtX`&yQEm4I#HO` z&I?;v?%6LXfGaaUD9!%EaV7}Jy~W>gd(0FevFifD27ZA;5)c+vBDzzUZT9s;FKmI< z(CFJhaOqJ@~R7(l>*x^UrK0`44+nP*U=J zgBrWs4OZ@O6xEu?y6S|Fw$eB(_vo56Yn<_0E0!)jZk}CcTmyVv{|sbkjf2I4Nv7x$ zvqoAjh05%tBn>-Jm0EdCI!9=2nmF6Te~`6lQ?J(aty{H<4~%@X%Sdylm6*Zn>&x^# z0iBSB0-ywL(+X)~n`oqE#OqlvSFHHPdfv6Ojuj3-W@ZO_Ho*-WBC5xUsRu1Su^Rs} zR7RNcEuppRs+hiOj8^q(5Uy_RJgbk66D4d|4c&4I$|BOC2lhZzV2hCKm-#KZWLphX z!mPh7V!dN=6Pv7-4^HR@ABt2bv)&2Wla>;}U+pgi_Ha9WTIzz}VU#E+BxF16OQ~#` zE{nq_A9kj>k&r>@cG*fpUbB^-KdyLu0<(GZ7cX`g##^|`ciqOzr(t$-a8o&J-R%y! z4{eVrX^4^LXoIroZei%>30S4`s~KCwL%tg}RUNUHUp`!i*cu^$J`PDc>GkVFqQI7tRFe|~?z*?kNCB-=^iLEj+dfv-du8cr;fQcedzd4`61VPy3=}_ zx0*_9*RE*6%6bIjXW}g}RBSvg^)$|8hysdx0&r1MdCjb6A|#~ukMvd7Tzk!WK6fvU zruE*5jE-g!oDFF=73x2S@I`KOpPNf|HFB&k5l|_4;C*&zWXDLWASl6V#|mU+3;3H72gsA2zVn za)d1}m%cwAZ5my2eMN=z0Ldsg8DZ$=-d}%1?@m@u>AJOUQrCY+Gwp57%BHK`A%08* ztidlWt&2KG)zmar`z*W4;U&|}6t%Mg&RJ@bSTajQCJln?hr&^V0G8G+wd^{U&h>#+i`06TRnmqIh?5()%)q(Qeio zZnoOhxz<_}f!Gd*KHv=dI7Hg{kjA5~8^mc9C1`;GvsR&zI$@qmPTD}{dR#{*C=unF z-M1!fg4zO2g`^+`eWfbe#%&(L0s;!&z7HRMslMR$p`3;S-F1A6o<5J1{;!?w3nLQS zSoLY=VU5wBKTSbP>ZF|uB#(3ISJz%Hk<)I;$;lYm-{`S=$37w$-oIFekduKsjMZ=) z&2b>$)d+<{kkDJ8#3MEM=kid&e38L-n>jrPM`)HDG4HP z3kwlaw0Hh!rs~d;pl{GSOXGX)qoX8EI?4tlNeA%l+^GTbqK-ha@PKQ7U9`>ltY(c? z*!oOhxvbJ33@L%?PK7;q5P>ztzj5O}7*TAyaAOpus|GG``SRtFSUm3v3r9VD2DWGY zu+?1LwXt;~=t+f7^3H6nt#}OOGmk;AqSLJE@r|&{{ql%B%6OplJX1dpqhffclwd_e z98vIwL!izXCtckTUKrdRkFqMWs*b!(z+6DLW_WoFF_pZlKqxlHDMBm~w_S^bcjm10 zw*zl64DkpZwFZu*JdO{rdeNK4luW4c_VL*)kHMDB{*W~vuDjCUjqpaM=f z;CvzZRa@2yDpvKQo6%tE9!!_<+c_sJkV6@d8@}9KYz{)PNFs zZM9bz&YcZMNqY-uD?X(Hh!#jOy>DY=1OrdU91eAp6W?85NWGcwx2x)qlU5{~V81Wk z{ukp(E|-JPN(ysW8R0aCzeks^?{XNlMJSA8S|YK@j>PsB#|{p_1P7oNQ8P6)jkCnj zPwTk(_Ut+7y?oudZ^0IMH1yLv9R%*7?EH;7aG*tV^m+?WA3;0Lk`gopgHfpfc1wG) z*g4{Xpp6o2;**ln!N=5)k{f>EI6-{t)=C70q+h=- zV{E#)R)u={hHUTf%|@((X=^~4$in=<_2HMk?e0=GXQ5~I&aPraW{1<+G;x@rxOH2e zXnJ>RZtl0tuCQe#Dl=Kw|t7d&cA!NHpnlyAGvHs^%YQ{Dc)%BM8CkE z>P66`uQ%K$1FaSGqe8GU^VnEvG334pFj*iEdRgOd&)40l)5|I~rWaYI@3GOTQU9#e ziGn=!^sB3?C77%oDiy0Rh1RC{-8&WBE)GUKATv~}hVbg(bnchxRmKUKkh|{}a3oCd zpUiKZjhL~%F)Ta-ejG}cO-s|19v_;lC8{g}3P zMjJZMB=5}c-B)3vBdu7C8Z;I{&x8}t_hHFaBeZRnhlqvY#>Q^jlaMa3^<9%m>@4f; zGy5mPN@Qo)X8x^PkC18+{x7An;%?@~3W(jX~2^FBZ+b={~Cw&jGbmFqP`uTlN-pCseO zcQ=rj+$IWE!PE8E6C$c1^defO;);sx&vQ_A5Hb>4K~XW~1$hUiA@ip%U#pe`|1r9R zybJ3#N3=dUsecZr4$QyVNdy24Bdn4-~&i7C&G zxWfXcdW~v24TkP?1d^sg&JJ51P*yy`JX3#aEFjCimy{4ecBa&pXBQ<`t>IzFdE1J} zc(Q&w6~B#Wl7L#e;b}gbh!<)6`i^rLZWsU5%R=}g#vV#E+G7{^hK5?!wNnof@PRO- zY#zEC*uz@6>brm-!nWo^#)T)S;;icaV#}CWF|G|EiJrqILBAW+SRuSF05P@LNU#~* zK=KrDGvoDKZk$iK%MWs16K-;eZo*1ot!@=USdNm;4*drJ9W-{52=JsbYHiJ}O`C?# zj6=EdHqWp#`YzhtxrcTCCS^ec4InrkT;`j4cLVDMyHwbJW8PHiKW2TpCr+5wJ)$IU z&(!s9^rPdYVs1gxyc;6gif#H%B&W(w{yZBM9gS_JOq88^4$V;jA|CFLrTl)s^*oJj zZwE+E0^O=Y){oCR-l)EZur4hCGH?N^?%DK5+XD?`u9dD1?&Qh4ZAQ02Km>mw?TyIT z%}!mR%$DpIqBxHQl#@BhE%OvVjsX;Y; zFQFuIa&j_5smvv6c%-kNFZ{A9VZ8}F>nS^Sg#0r<`)n0&1}jqG&YrvvM5etA2RPF|*_-Px*BDn?@+Vt~MPvSQY(kW84=0GCH-Bu{s` zh13b~O<1EJohcl_`q&K2vdj^B&1}~dkGCIldLi2q-Z=wLQhA~04poUo)83VolyvX9 zj~9V^*yGXHeR5FCi+C>6TQ;37;XogW#rLgVy0H zP7SPm;J7jXT<>Y__?tFfYzeb!V{_6I|BPqhL3wA%-<)PxZ`&#kF!|-S+oky1e=~or zxK-mE^M}*eZuw{1?B~5H^P7KuwV!^+Y+7OeZ~>v3w78s=c1k>cm?zQf1ap2$JnL&~ zSL!;=F~7xkV<2$di}^}9KUu9zgv4L?BgDz3_`qE5-c?(8wr`n>t9R?#81|3(=i4*! z^M~ylF%^&BPp4KBKPmnDlQDkc`1dFKH)3tZfY0Scc{>}Xc6msUm+O{w$8k;*cDs=L z&`V2a^V4VTJO^3bf=bM2?I1-d6NW-{d8Nc{)=CR~>t~Y3fv`1dzkhFdv0&=Uuyhu7 zAQyT_ntcoXqU6+0Sv^nJ3##MCKK~mwo^8bQIZAS0kj8iehgpz}xNgE)hRx{vRrs#9 zt3H95I%&Pn(xMHw3Z~2beMOepEOE3W$?DOM)44(1+*HKEH)5xkDbF*JXMT92T*mcq zmp!>0`QoDVo`&}a65jXS?ceSk^bfD4)WhidoS(-#oYPcFW6S$TcDiyepxg#-ndJQe zoS>A(L4EV`IbZ*2bl!&`@8jPja2txt7730T`ma3Zu_b~nVr9Enh1<+>%V@)g-)z79 zJb{0WvxI$k@ZmqG*!dsVShGz7P^&`Tl~&zZpQ~;bzG9E6ooI~h1=F!~6`mTM_ z>;cmRNSLTya8a~1eG7GGprrxfR)5;%ON=dc zrT_D~eQ!9;Qao9xVj07DsMlpS8GOAK!0+BZ7YL=5$%=ao-z;1B=3xK>O4mD zH8YKtB!@Ag+gWn$V<(RFmS(I{3ztnAWPlU((5C%@q}_4FIBuL(|_Go{>mGA!5H z-S^ASG}Y`)I9#siJtuXM^~_rxdwcJWYJbsJg|e5;@k+604%sETA7`Vs75JId@)ISJ zy6KUVsuclF3(^J2H>{b=Y0;6~sl)l?r2nM_=~#03C-e4N)6wyuJ+5;g^U-xW6xu#R zl`FfHaVR6Wn)~M_r5k%>D=c2z6VchIHe`7*EBWGr<)6Bqv{>egPnugX=C}nNkbZLP z$F!KEE%WuY32{s7OG;~-a-wg}qB8zWx6JRD;ixFWd;F{1fY#*WntzoTlz^wB`(Zpt z#p>>LFT9mISGlsl3u-6+eIctOaE$Ogm9b6NgZ(8dA4d3}PP24ePSQ#AE7`GYUglAfM9tXh)K?!rn25&j#(+Lz+p+kC7Us$IorClzBW7kq=nUP^br zbbddota*no`Z}k{iRDOZe_mm##bOTJdTyDV2qN1ZUq$s{y0a*NpzX0Qf#xi7y` zACE*%_`&}#_O|6RznX-({%oI%;n9;sCJ0ig6JAWfp)n;vzy|?`y}@Olf8@fr=iU$%DbI2-v=*Qy{_LfE=smT*9-C}tmmCrsk=Pp zQ%|3ix1>$HU8PT0c%h}`-nKC4H-mRga%1mU+qK2!rnV2Bt|du1cu}aJ&3e51Sbo23 zy>ZoOQI2AW->8y*^(fLW;Hz)3abQE7jcfW5g;pB?CNf_)P? z$oA|(Z`|D@AOIR>x*I|S_o4pOU9t3Q(gm4d3;BKKQ6mVavpwTxxlMr_Kb~r`vUVBK z2SWgb1qMvS4hVpM<~O|fT6k90!V}H1<)wCSqgJoiLX+~4<0no$1i9)L7#Ig4Ps42L z?r#DrRMy>ZhRL9R`qa47>B_z+U6*{Rm%DO(Pu3yqBU zO$TiMHRyr^w1?9y=|bqf!Of{*txSUpyJGIEoj4IoH`y*7v=wULH%pyaoLYA7h!EE6 zGv1lp%*|c*cS(8-v+#U4zeY zvGHHOo`adhF-*paT<{GmA~kKg?V`FceH&k2FJ(M>A%5xi$~AM+>r-B7Wx4 z(t2r_JqIXv3=I?52x!e6Z;a#OQ%W0Bc3CyWf&kO<#!QoVO(D|^%iMdpdWB*I$D;c8 z$5=`)20xYJs zv=?z+fY9v)C)vNf(xWc(DM?k6^Nqk)Q+WBImIG_sY2|Q1S{Wca8mJG?&)y`o<Zw4oWrrVKk!)jRwGCJ-LceN<8a)n&4hDk?5;DT@PlC6a2L6Znq zg~>Fw-{`dtm{yZ8+jMG6JsCPtDn|3@QAq~MmI;pLfNhATliZ`LQxifg&9cw&Opz&Kdy=X-KlG8qQlwFo(WWqi`9yGGH-Dt&?8NI&9V}FX+FBL^IcN{v8A4OW%N&w-d-wOS?vGMH z4qe9TWgi46^$!cI2@HKb@jsU*X5Aw0*s!wNq8+QUpg*Il+Nb|*ORcS zj3$$<^+a_>n+)XhhG0dksPg=-fzcbH;~&MQe;;?C@o}b0gTpuO7pQ{tlj`4XSDww% zirD49Z}`W#H(~{X+t|b*)12pn8S>PN+Y2im7Mt(zmWAx$i8*y4< zuB>L#t>m(~GZpJX0`8qzSzo4hEnrPEcA^ESX!}l=5E7& ze!M=st|HEHF5mP@Xg(;t-+L(EsmE(wXG7GgoMVCmzuVFXt4*jx+I1r@Mdp&l!|J$z zPf6E1&2&;|rS)!gN!^>lUnrI9j)_lx-#4{tQ&`W2-}jvtg#*zzcvn`BNDH%qM=hpnfdz{p5g)#$H%oQJe!Sx-&QXh{Wk=`;#jl2cJ@v$kfs zZ9xZIyfIA1_jhZuCosnEKZ~5AU3DCm3tLuReM39-d~Z|UZ=DCFqVa})^S446+#37G zhHJm6W75N2`t$d_y9wUHad9(n1!cXW@7x8_g@17TvW|5_dCP8@EI{L|Sp7hP4P@2> z7Jp93^?p{XVRy43AqQ$S@zhJVbaoChA~e}puhmWGu4CE;>=uL7QL}1{>1O|@vnvm) zId9(wV=~^1nIU@_oI;Cek!WEIIW>~woJy-LQQD-m3PZLQ4waH>XgL)nrP6AMMyJK( zR9Y;RO1smB*5CbPw%_&s@q6FjT;{rR>74UD-|y%1e4gii?)!cY)UN-N*339wooQFQ z=Z{Q&bzJ*}=tFG0v*C-3~yS)5ygq=MFN-5I&ES@pzX^^HDt zvjz04KU-^naB!V}mR}xe4p-yrS%jxB9Mu}`2lu8q9`h?ih7VrE_YL=FeP(9iZ=BiV zfBVd1V(|3~oE5<9`l{vdIE2kem@hKZ12x`6He7nSaFyKMSaF z#!r9nsT|ES_j|dp6*hWNLV5kDlCqH?U9uAS-v2r*6lO|w7(IV9iNTp5GSkUi2fCHm z;DO3#QzlpS5{22tP(RPS?1_vGa=9xGYPz>-kF4C9>@B+ar2o(_SGQkp>b4#2-pe@t zDbp_dYsVJr@NJP9Atq8LudiXP33sZ0a@`sc872Kye9Xi9ThM9coq80ep}j%83lB`VMtysRd49?D`Tbhg*27 zMo0NyDvgPktt?KsN?>8!37ZkBZj#a%BHNj|M<+ple{&XUG)5{Ga>Ck$Iu$u50w=bI z4rxncf$!QR$O!UDban4R?d!13<@s3#WB;NE&2KOZmS{Td$L#X$si#is4-qY({-c`s5<3~I)rYXBK zaV6iDNj)&HKQza8bZ{Cjc)gYXc=Dt(_;>R3K)xXL@qM{)>8JZs<2|E&L{+qS12%mz zWNTK|%&oCDE2H|tdHjOwC#{~gHOb zM|=<%8;Vjladm)*JGozs=%71n@Xso8DEm2L=ege%C`%dke%U)TpRsENn$;KAEfuTv z`WT*MCutz7QX)=;7TuSK`UPmN2Tz(!DWE%Co_Cf$9u_B}FZo|&MVJc3o z`h=(zcR*+q_I+=_=5Ve+YDHXh_z+$(Hj+%W3GAGCi)9YF-x{g~>y|8ion*at#=Sj- zibWYA$2?n5c4tN?%v4TD)icVzdE*9?g@%IuLadUrwdo4cSyDQL@Y;R+6fP*tor&9U z-1BoDcQTk6jWnzL^y?2mu55dTzi4_}o9KRuvCF$4bra`?h7Osj7q1)$~q|H*fHLQ9a}1%7MrR0Phn`x z5Sa-+7sbc3>_4UVI8?0IhGpK<8BaN}o6O%k+#u#3OG{&ZU_!!UjN6dQeyP7EgxJo; zp`n47vC156#7n!x7%mdn?+^^45sr-O>a0>;n!JeezxC6c`qsn~^iwli+whYUn+k{P zR5RolRtX22CNt-YE~3n z54?PS%0N|SL`mY24kyjT(P|q8A654BV9+xMGv?}Q1+`T6QV?6y+*QZ|+>ro_uH2ea zvimtLvi_5CQhMIHvGZQOu6mqxp02Yg^<^2H;+KJ!d;Y?!?$)gnc;(swxnd(PH}X(Y zVmugIS#m=xtIvrO>VEpX=EWH80ayDUF7?nSaRO2UPY<^K7>sCO*fz`d-!tZrg+EVb ze5CMm<->xOq2z=6+T00PkS(h&{6TWv<(qjvpYG}gCS%h*Py4l#>dUy&uNcebXV`gO z?Ds1+3C-2#^>*!=5NsMn@90u);CfeaRc9O zSnDbi*Wj;M-?29t;h?@K_3_)VgJ#*{V z13hYUt-eg#Nw=l0EVR(*AI08-ZyTx?uZZA!>b1FNOeWpY`hLe|5tr~}w>y#7Hh;lz zJmr>t{H~Oam7>bNtDo7G6^XKe$!(~u5Sp^x0i^YOQ+97bnG-I+nTuEFy;{B1&p!V2 zj+;&0?dBy*zF^GUo%O`zR@6nh#^(~6d2RK(CDXh-6Y{p|8yVW4I63Sk%(lDw#Iode z4P+{Kw-?&3%?GN^jcE!l(QBMfiwzyDc>^VCruWwAlNknI+Sew<6b&vqC#U*SY9 z`edm#PU>J7JUZmNdmy~TkqZU?-O`q#jNLmbKHOU_|G;#=wKZCEV9ddx?`@}D*V`q& zyZPgMMhkm&Es#6a!Ef(@Q84`L=z|g@BHfctWAqHp@CxR~AH2dq5)MRB&tijTXXD0n z6tl1_du-cY?dDz50_^6&g9l+!05;Yop*;YLZypnJr^@$R-h7>t7jdDgGF3D2A?6KjuT`3W{P6vM{94HJ z=s(VJw=d25fH)k0;}+2q;NB+>`*Mh;ZD8F4r-~i-htQ`yGuHI>EvND5iMwltYIMs% zkGqlGm8BPA?ivb+rvif+9~Tt7&#GKpU0qEy$NmSCrt{H_?dk2kjGi%k=Onud%j`Q_ zI&9@cssCaui=@={P8Mut+Q93XI&~@=Ejo#L^JqlZL0An8f~3{y^y%hVVR`%NK&yTN{S@#y*EwaHAIxGb z79Ml8)wZ@YJ?1)r5r9(b%?&WHemMHdJq|ZbPd*>|P!-J3#u?!K{#P+om9?1MP#OFlG&23p(f2zl#78JKFJW%ttHy?wO!ZVV*;fv{4 zS$N(yEu8Y9-ny#yJsvrKiby<@#b)!gM*4QJ%AsTu)X9KF4~%75N(X2mm9Sk>J^Xe{ zM&P%lPJJ~}T3*IHA&i)nJ}8(R!yIU}fN#2k zp`op>PCT^xSl$2A_ziprc;5a0CgO$MFTr)|dA)=o7HCmh@c%PC#oTDJYyg18oi|%I zA--x>#UsgN2dnp~?Z;I6YbG+@OcD95RRoLye>Q$O*(%B%eM$0jwO4K%$sP+_nVIwE znZ)eX9(b`AgVWNX@s7&L(SQk1vhGl$k4?ipg~4K5_rj;8rNPX}Vq!)I&6bsPR8?_@ zJHp~*EXLQI#G;7pEdW<))Akaz`)@QW5gWzm(;WCo(=r2i2?1{sXcl3s^Ri-PENUTS z!+;d?!KM()A~Vah959t){ck5J_4cby(#~# z7CM0{?lRD^lQlNvCuw8IwWz(JW87JHKef1jlK@hiJ%ekur+%!yx0-eau5!W*%sMcE zJp?Z>Fc5=M9`-k_9ml&u|9}`hHp<9lpJyD*Zrg6EsQ?D;g zFX@fV-_Ti5mUNHe%lKl$yj~07=9hQRAyzJI_buwRpsiGJ-uw!|qz!zRASS3#C4DJ3 zY{K2`Zr;3E0b`l#Fg*ds+D+7R^5n#qFf0XIq6!8SfZy9oe|fYO3&d=Ef$UKhf5dOy zz%YbrddYPyZxe8we}|q~P#5bnHk#EE;dwqk0_91O1+`KKr~GZaF`&0nF)R{2asW{ z_2}b+Oi}@7hX(6GP&qiT_m+PZ5ozAeZ~Gi+9sLmDQ8mlf?S~~e1aTWgRbcY`4lpkc zk?I`;h($$3#Q7$(dXn&iIcdLOm8>ANDt(KMO+tiw^W58zdP9K%8Cnd6m+*;HF*-VG zKSv=P3)L2`9Q?X|xc-%swZyQhc6KE_rzzUm)w+RAHWxrFbU`8;_n0t zLAAmXvP5GbDf9$nZ#MM+E*Qr_@eavO!lI~H!%Kii+Zp&8DzbF-^($csc@v)-oDCVG zM{}sP3hZrg9H`<+f~~p(*t3$7QW{1&f$ZHL6Jk-0Cr$iSqk|ft$VI~!Bd$=&vpA+Z zarIe${~#tD0kV8`*eP&nGQ-T1Si;<48CTKgh=k!9ZmdlmF4)FnioQEe>Ca3+Z2vyk zFs$`!p;!5gv|CmHT_-&TXU;s|Uy}0%b;_cSa)67Yp>q5AP?IJZ=YLp4n5J76P|5V9FdUv#>X_XjTxR39W33YaAg z#*dYKKE$-S!##qjFzE+uE6BNFgWC#|18>Nl@SY|?PkNusci6%MFPQVVJ9>bnt6L6^ zv`eGETG9Sgd_&nL=$kJ>&I$K*O3)aYUx~yYC`tJYJK=-;7i#ATv(nO3#k( zUzI6L2h*0AZOnt<-Ep;yHerw-9|yO&XXm}3S4+X1N3)VHS;eJ|LunF%pqx}U8eHRg zT1%gid&CRG*dRW&+h`#Al{zaa6QOQcY^=lLW10`+n)wvaEg5mrU3@TK(*X~Q46p|=>(WBEo#M()n2 zO+1oRv}{mo#pvh?!#?XfIBy$LHtXo%{d5+3rwIoT$#WJxB|iXBq|+tngXe>7j64lJ z;?*Fi8tthDYtA25J-=VvCvTQ{ryvX0j#pEtTl)duQ5;Ob#@K82vMCxeGO-_Bys%Ht zhqN>`%|-7=L8=?-Z0mhiRuaiRNMglVPjGPREl^yv=-2l>Jxb6d_z|Pf&0SwVzzM%F zkLL$nT}**icTR7>qNgz9U9M{XXr-UeaN|PUqEPFI<<6SGTUVpD;yVRMar<%1hP+6J zro`h@QwX&M;k0Fr#$^>raG*t?rLCo9Rrd1>9ImA8k}my(5h96LL^TlJoiojq>%sDA zgY^TJ$5}8K7qe(dOjE0ig0=&3E2m(fwY8NO4Hv|xg2X<{Z0N~}F|9jdv=d4Bbtczs zT_#f!X1*{L;eaJhs|4NfiSQX_HEaTJqsTMsZu)}pJWCC+EGHxi$eNBNdeDAWzig|t zS)4vC>WR7shYJR$oZN}xNzq-33cba*^u>4z$-Mx5ZQK_UlY+Oh?1B)6u zehRc@W>)8UXX{65jXQpvEjqtI!_5F0a3!76XmSEAFIwr>;1UEkc3C2hqGxWEv=EKU zcq??HVMT!5AsqV>onbhH%5}a-*?92aL1e4(OpwaA@^tfkc{4HY0wRa@%iFZJLw+4P zR=Zpe*$}f8B8#9JDF(y%Um|hbhhBaHCS93g!&hSIt76>ANY~MP=S**$e??}m5MRej zEjgE0WKD+Co9->j#2tHHqSldEu;3OB zL-NSTNTSN`l^DLkG|#MQ|BVzXNJGH_$u4#b=6J>2L)jO!HUrth+e>1n{+!yFeXMNH0<=B4(llx8r!IMQ;rBrv<8Db^*MSMf9knlX!&yxHKJRr|N`Q}W@0}^amSVV|FS{6{zb7PQAQ5#Ry zd{1zvUXV+zr&T34NICE~*+CsY*YEkG{fd&> z$IKv|zfPVm>{^_x}8LZWDfxzOm1)K zxa4MI2uJ87T#-DG2-eLmwLB9CsUcGue<0o^k{`;8xM@tse``fVL4q7+K1yZu0$O~pF1H?kH8N!Ba z?XR+|0$ic$_WsRxMxmG-Md>;#>-})EUUG4Sy7OjOcgT-s9XOeUFddYs>4{A|*lsyy z(%QWn5)55k-NSBz^iWi?G7wOWfOAxZO7{XCJFN(l&k$~b0=#ID69sMW3!D~Gx*01? zW6})Y33O-(DCN=oQ0I&lQQnGdn~jRJ4tV7Be zRoh_77l636VLKaQR}!KH98p@DdPS`n`6G6x_sS~4f)1d|L8KT#udLxFMxH=)mf=*l zMV0$_MmWj7$nJ+&{x0vHZGh8*!H++lLV-wf7))BdwdNb*>cCX*9gdF-f)p^^`W*nc znjH7kQ7pbzh$S8n-uJg?kL{$S2VWx*$+;W~>-hNiETrrG$vz{A z<%P=P8}Vp3xHzg+)dCiPT7Nanvq0r|mOlIR7_!$2sOf$yE>=NFYr91WJQ!U`fqlk& zm{_YZ=h7V!^&odZ20?iQj*88I_WW>8FJUqZGFxM>`N2|8*WU$;G-zIT%owW81Yrv5 zD2HKDppQyYR+}vS=6jK76(W`&Xd-h0H3y7i3Xh~9id9|Q$7C|Em>d;F{u*O}6ni5N zzC&_Lq@`or?n5^`OWt^w_<}XhFdlFf4op9&xaPyNRna9J*Eb(&tP&iN=xT04TJQvz z6w<5nf!-;9(b02wezfTCcVm!%I7>P& ze=+UfRj6+0q5+gfAfNPXOevI7MunkkHw2CrUUT*8Rdze(F57P8i2$fxQAcxsm-p&N z{I@E6#;y&d&;s^!@7RdP8KVog?E%e^?qaliY;@Zg3KJWTHQd9#}(^p3X zB00vouFRhafdBbhyl@faHjq-5geu3yo?%OqQ74jSLaV~0&hNk|Mg^8f{ps0&#le-h zeihzk8b6{azY-FH-ZbBtLS8NmZd5e^dcWBZ2$CxQ<5K~e(hvVnWSd_3U!Vsk#>5WY W*)Nc76}r$XS)25KO!{Hh$^QXeXltg5RXh7!7l2VyMWUk0i88W1lDMgbgm5doOmXs*T z6cNdg%<&%k>VDq!{qe2!t@YjOx!3bNb-Db0d!PF}kMlT=b4TbO&|bm3hM7X4tk|og zX-J{a)l(?6cbFLQCkawc>G&@tPc1XgL#{_X&)9i5Quf<LsU4dIk9m5!omP^TKJ|Y;A?51fB)xIZ2XlPOayK3G(-aCH7x|aQDfK;m*SC#( zHFq2Nr2PDP#*C-t8{^otxFHXXRyDIX&)RHTy4@||k&&NRZ1-lozHY|7!q$HKMrSTR z`kz)+=a`x8>3H)TcE5TQEdKt>-^K1T(|?NTesyyk=xq8uCi3&`+qY6Rb$;?YH*heA zs&jDu`-h_T@abALP3k{Ji8A8c|Nc1O-0tLX>OX_rto8r?S~JyFf1@z&Ta{oTq zEVe2>;@>BCy-M5n?~{|u86E$9Fyr9=->=k-Q4COiDtteE`G*gO z);TwvyL5?lW`5pbqOa~)+oScYtgLA{IT6ku@4f2mw}chf&@m?RGyu<&8~Ey?)}<6z`_B#Ldl3cktjrpR;FIT5Q|8mFK=` zZrF_*Yb~B0qgk^W7PEpPyM`!onF`mHdvv z8FJ#AHnD8nxN&T95)VW#Cnq6+>&zSvv0uACX|6jD)HA1$EzI&sV4clS-Dv+v*EG(XXICo_|7)22=PuF25c z*mkO7dzb$q=Tk!XwG$ed)F62uxb*jo=iobG6s?C4D<-7_aE%b%|tlam;WV*F$*Iv7JP3`dEwOFFTcjxLsLNR@0X)stkK0fX<-pfEqvndMAp! zt~+C6X}RuuQz|&d4Pj{MMH*U+V1Jr)g%ks-mKzdw4hsk(6=v&yYu3GM1Qg z!=CPU=^8Ryw^m_UnsW|`6-JvLI&}WdosAShF){7MsM*Hf15Hu>Cv9y78QJ+SO^4_7&b;;S#_;?-?4LLbEiauk4*SDRDEIKo4UvXi%N82>V6rkG~f=a`dQu#|!rtXaC%rd9lg# zQFr&N^Sz^3_buape)QRslam#SoRZCP=nN48UZn<&$G zA8eePmsd4{(S5vEE5bb2F?m;j();)CWn4RzPjgcZYu8q#>^RN1X3d&wJ5C=h9pG3|$i~XLxpmA9QI;WnnYu)Ug@vCAPm5s( zE+V9M<0#wH-WwZpqcEtB`t?*Wc>Z|L&~!^hV`=d(=c-jq8X6j*U-Hk4S~uR<&aP(7 z@%LBJXr#9RC5&x-WKFcdx0!MLr$(STOOJ1y-tPGE<0MY-q8Iny*tXY-CFYFH_3f@~ z4h{~SDO?SKa=8z>Y>cphFOt5 zat}!|K{k?*keF?i4_fr6sNvkZb(e<-zxnPz_)h53x*c429XEIPS2({skG`G0e*Lt*izv*AJNzsy$3JMBlW@g>FWs4QBFR!KPdvmYE zYuLnnb+gRS8U<%Hai01=j?T{aCZBO3P7-)f+A?T=c9yKAj1A|O*<+Kl5mfZFA)3i; zxi)+jP0zamqgJflrY6W?TNfva6#1;|}0yehNO5{x6qef#nUXemsxpJl4bWK%NH&Thm$3HlJ_Q>=4hYnSu zyo`M~sLFe`@zwcdvYvzb?mC@CXL5aN&+I*9YI^b6vuzYLJw3hRlG6ikDHCTCwXQ}= zsP7*MTAJi(VL6B+X=FjFH*;EUE;~ieDTpz+@brMBQP(wDhsRig?3^6CkN1qP?Fu+s z>d3xc>4IHl7};zf30;=D-VFE1}t$~9NT4kiwn|M~r!ds?LE#S8HQu^saA+(=>Pv$8}@9$JLn*zOvc zy7TRuH(JOn#l^)kICB)=SKbRV<6K@3tcq49NE%n1U&fBSyliH67A4TCcnKx()3Z}+ z*R5Mubz)c4*5mK#c_ob~l#`vsh2_@$eSJr&YHFg&G>3OOIXdn=$;WUOPcQ7q!L;Mo z<#483w{DG1OwbDMSf{vc+e(C8@8_EeTes@x*=xB=5A{|@xli=%y>Q_|d1WOXKFjqd z@|F_;2`~6ej^OyNQgG(UfAVA;ImiL;(K|sZ5nhu**|TR4!`ry8C>!gPee{2w*bjiv zU!Ne_y3GXJT3Wgbr869%G(LrV=YTBmI4>{u-atht%c`x%VrEvK!kVpGwMtMyffuK} z*W+7FbdrU=GghM4ya<11cjO3th+6RO^Ne=*+Fp-ezkZF4k4sEm-?wic2RHYIt`&lK zO-cHsi^9U{*3z3O<9)`$0368flFBM7?!8sZiv#9Ywzs$A7r%;^IP~s`)4>#F-+Y~c zbxNM%TeohN@t<)!`ROsujvYHby>Q<^PfO!*`gC=F@3(I(4+egxzX@&r_^}#0=C&~7 zp0e`{8%|CQUVW^ma@jFw=L~=dneE%Pk$ii8{gRS3nmcrJ=b6{oyvOd}_N?3CL4W2~ z$1BvL^vuljN8emeN47;y(Zot*UHLnZ8l?Z+#cG|R8>P9q*=KGt$FfZq!9FQU3MCUM z_G4W^OL*p5xEu7&Yfgr`-W?L4@ zH8wWNc=YM)yS_C-hzhO=q@eyYDY5JS{?Gq!=*-N-#ula~SUY_m$t>%uCV5;u@J1eci33yQeOO?ArhoE znRJ^!#pqJ@=7RC5Qi^BmhbWfi6oG;3@PB9oMtidW8HLGz1 z;iG$F)g`hX{Km`cC}|JV!x*eCyA5_~vpQR^)>t&sEzs0-TvMdRixe7-E~96nzd=Vw zM-2~i?%X+&Y6!AY@tdjwxX~?2#&#Qpuvl?x(jAK#3lJS81byLcu$^p`oE` z@=k1kGssbO_RC1SHaC~8uCwxuOF+NYn&O}L``0E$gqM2vONwjn*^_AYHN)vD;DNFI z0Lcv>Z|h=14D&B2&IzuTS2B_C-Wd^Y#F=Vf5{KQU=+~?I<5egB=oeu5O$rKRKi5D0 z1UzAA%v!JO(OphM3C_xLlz4uDtSz(gin=E|P5Y~?aN=aeH&IJ5N}tHH<)P{%i;xnJ z6asW$ru%RM!Ycm)PLPgQ!hNUsC=}tvipFGl0GkLPrVVIqp1XXlKsHIcb0(zk}Wu05Z2{at}@?3gkBkH|@ zgoDmTVZ#8{dgg0#j?8!VB^$QC!2)E+-FtBH2*qbgh$S{xzN$-Jgqw5kH+gEOteeJ+ zwOM176U<%eG27Lc&W?3 z-rhrUR0wByH3emP@P3VXF6rp|%41SkL)0h=3R6!wn%kmBJ;{TF+UmSzspH*ba^d>* zHGb5OQ@eg6N?6}g=n-J^up`2feE&#+34>M*IZF2O;K=Js^H(27R4k;^*epQ8y;x#JyE}4LQ7o!EWjjWLr`**EUPPCOoH63DeENqlD|o{#zQGf`3ah7U3Tqy}Gd4C22GH!AJ+{Q|Bg1Ug+cH<8m9bmJ3u_ zdw24&C6|!7IFDqyBXZcRUR-1t z&G!ENq`fIU``=$OYIxLz9YOO#jhLAO+SpwihOoXk_PY8PcX3Yt1+x)9bwOk0WC=MH ztGkJm0u%~a9Jw40>hl3rO{sJD0$`; z)QlfqFA{d-BU>E^7PR-GCaRnU?t?=^>iXrGveZLh^j${ezBeL>^h{qJP=e!AQY^dY z1*z|3kc@&MN4f1d(7WH`*^D1~+*}r%W7NtSyj*QCKfWHo_n|O;X6bO6~CavYkffuY|49@DP$Tc~Fa^CK;+hGDvny z0yUv&TIxP)nX0!KqAq~Yze8h;9ZRy&DNiX^ES?izpBO~~Is2y_HB=2VC53h@Xen_S zo*rvRR!mlD(5jAMt*WX*Pes})kauzojW>7l0h+ve^-6b#le4p=$s@}MA&s!Kz`t`G zO!P9_wnjO|0! zE@I^|o1=1brGIsm+4K(h&QEOtxC}+v%tXWcuC-Na@){Z>LZsBz)|M08`|$8~A3wiL z^jBbmHji)PZceJECL5a+$*?0*G{*TuZMo4YDeD&IhI2&&r8aEXK+ni1EGx^2rcc^) zWyhE2t_}c2#{fPa*_2)BZ%A?&czbhZv}|c?uzAD6)E8IL&ZEL}|6*Y3Cs~F#rU`g%$=FMB3C>KtKS%trsXb?9rn~K1FDwu5Ud~Yhz<`#A(yg zte3E)3N=tBt7SywMfi?1XJ}D^Z31Vr;tvZ;fcvC$cXtaGG`)I71Kj!oO>&aUO3nnq zM^uDrLyyDgVYhkn=I-9!b6A;g@3Zs(;N|BBh~e z!~QRIz5JK6nfz1Exvnw3(C(Cur#^X2HE7o}m#>iwEGyGYbFB^M%lhQ&w{6?T#KNMX zug?*-V(rE}X>oBTvYdc~QI@Kl2`c}pfNs`5sPLd{j(<3}SeqoDseni!^BvBuC>mGA zzO_C)tmxJq+_ES=dnq5BGcv_vkX^U$+=+ZXKR4HlejHp{Xc*&sYIy0!h06rEWEmvH zY`*?=?uaMz&|2q;ygZLEH+hjwZ5@TD^Xw`al>-;det0#d?BE9HN(r8s@c~m?{`IR> zao3kGhZmN%SUfGqhUS4a1J{xUDu58PQ$IhSN2_P|>Kucvs{m)hzv^PhY|K)p*7>vb z>soO!A32dtHt5{PzD286fcpR8HHyROJoqd+I(lYFbwxepvF8uNt;gO`u;SZWADGhx z1O&V&EVKjl0{YeH?0k5(=kg2cqS4zk?B%y_Uq-4^&ieUj2y&Ev`BL<0fR~{JdBDEykAy+3_n9-M&Lxq~&{=@OGcq$- zHgAW10a@f^SLt7tf}ahX%%P;s-@IiDI&xq@Iz=TVVP$2@qrQg@9m405ZHC)&lf-YJ zeGFyct7vKAfp{?3Ri=uTRMObV!eR|clLA2tc{*(|iHTvVOAFl3o;}O9D3Fvi$_@q% zmjAR8{N-OdI=49AM{ z((}hTG#?e6oz_FE5RCg$cUd|66?u<{lrABNyL)-vTzI zpNK2ihwt<9;yOk~JabbcQG|{j>_NLp{{U6SqMk zq7hU%93Fg8LYJkUwN8}uMe6vTjr*@(Km(=iyoB1N+rJ2YrJ}L%f#wjnaO;Sc`9dPz z+)WLvfZkADGLXu`#8i%|B120V?;I0it{c z6^fIWmtn<jRpGumS2w;XVJkl${u?s*iqtVnqj?j=T3L_)RK~t7gEh`KNfBolzRT)BCBpu;7sHQw2qq5{3>pf zg9a2|4HCiZ6wqX`t6t9kD0EcGOo@pJ{`|x#bMMuSzy^Ep-H_~}(d*Z`i)F1|y*k~s ztJG&}kA1p}K@HZ`%MylX=Uq^JpdE>3{+G7`B7E!kf2`&+Y2^9HL+K1}*Jsf9@I$KH33kfiiKdvdgSwyWe8Ffdfw^DdcURkYOvHjJv}6k zm;RkPJU)dz&V*bG`d^8bmNwGp48DSfl9!i~(0b`@$TmfFV^GL)ydVGFr0URH6`|<;a}}X1k%u?P z$#EeliH!m2RpgfJmRb;*kB>DArzm+bLtwaSW^wO@hLM$}Cr_Q~ zcR3tLN?W=<)3RmDlAFd>CKVO!G|9DIfnqn#@e8lh3s?_s9}2;WDo4GE#eiRnf9Ge$ zdg#DL9+@gG^PlBH2TEe#y1NBGQDLH@SO|Mcwz{rvxw*MHsf9=tp%CS=bM{WHUPK4P z)dlE6jv{JA6*5!Lj~@|OSlZfoj$VTOUCaJ%bZ-RvmUs4#Ga>NtJ)}g=PmSaOrJ!oq zzf0TgGu9o_DAe=69xj=^jxyHku+61(wo9pwwa$heoWi9w3d|@xv@zQ)Tfcr?k1o;d zg`3dg%(rOuVQksOgaqEsV&C%!t4xU0*=V4Eg574u>>>vCMrEL%Qw*5fN>oOa&SfWB zAB2R3F{Y%XJU;qnO-s(9yE=a&&noEMn|=(%;Mm7|yd+d0Ri**W_AXD`wZ7E){q*Q* zqKi%3`df;ZDeXu59O-`r0z3=Y|?GnU=^2M`{vCG!lruv>WDzf zaKK)@1Dt{WU+oz0zND%06hgbDc_c)t$_Xj!KeSL7zbJ?rdF=h|(BzSda#yG#|gIt&I_%o}HfM-151=e|CblAwWs_R(urLvheH_ z$$u==rISBY)Ap~}x;n0mYwdOy9_jnPcNnO_VDQA}#<3j|=JLCv68j6?dd~UW&=;>N z_WfO@#}IHY?d1_z74nV5>)yV74HpPF@r{9hSFKqiY2*sRn-pTS8r?t&3GGY1gRr0& z&zOHlNy#Lr?9wIjMU(~U@CfmdA5b3^KhgHr@)ri_jly5_^y$+vuqK3@F}`OM5)rX{Pc;8!gUmgomt3XjCI~+T zGXVXCu&`d3$_PZj*ND9RT5!UY;(ImXYvJi-=v38FzkB-nM4mj4;!!bbgQ$>An&0%^7zYx_TTDLkC% zQ+qq9T3r2n($<&2Nh~bXi9~~Tv{dLXmG9dU5s=E>zb`hXl_WJ z^Ms-C$9qvM0m+eO1j_?3Mqe0+R`zZfL0P@ClbOZP7Hjq&{m_rDoZojxw-mlzc(RQS{E*~!(3o6Tt< zf~M>WSc5!zAvZU7=JR{NNWFb=jz^AM06t8II68wQm}mQncHB@Em=NHal`I^fZzW2( z*HFu=EWM;7yS{zSchq}eQ^pVFqw1dV{m1wT)F;8NXLu=2sKl?4JRXAxIr;S^FZ^wv z9^0L7k$<*p*RIFUpVwdyiC0ATLV!7%=*xH-TjU#(x)v9HAN={Xh)+pL>Dt!gaW5>< zq~B5vvcByG{zQcBH`X@s`nWksFhE#9y2M0+xU$1J0Ny;;_$N7}IO`egf}}peu<@#` zjSufw1JZW<&Gs&0tcev5g0~Gle|dAW!K10k(JldG!3)oyZzt|9V10+#iGIBJr4~P< zy9aK*yL(Weqv#Afj_?eQ1K77HoZTMO7nG<3U$%7paCAJcs;e1P&Q8XBx_kHTMLcB& zm{PKo>CoJeu&*j;0%p{;3W7bs{=m?{0myd|?U46q=N40|+lnD$da68X zp>iN+Vy2J6i+Xz>Vbv6iygmz$cEMRB(c7l(;W1$vWK((pM}qW=#3cCO;X}Qm9X6Ik zx3ev$pe{aodP7}OH+EW-ikuR-S%C&_w@X>R2u6KQXo!IU!U6e=QT}M7_{bgo9R@Dv zJ#=-M;W7!6ICO{fs@OWvDRO+uOC2b3vPTQ zp~ElS(p%_F`?Ua)Vqi%`qaE*kC_6>``Bh&Ph|*wRnFXf7;(Gr4#0gsLSaSvgG+DPl zL&lpeUvTW+y_<=d`CMY6$?~Vy@U6%G$w)e~{m-<`!7_Y%eYp~g?mp74fRF1x`quIF zE2n@!G|)#c7(8-l!Bev%=UTpSqtQ#;EYXvQ@>ds46{o^^O!0D+VJq@{e;@T<`aAvj z>C^aOfwypxk&l18Z<=Jba9Bfw4%v#>62Y9E|M~N0+)3DvVlBa=zJ2Qm)gdE4r-QLS zgP_jf;vauh1+1;m$)Q6NM3zLNkiPsKhdTm9KP$zVHZAh)QtSDDKX(oy>voq83dPLA zqP|1AJrFddbSt6MnsU^^(kg^dx}M9cRR=1`+Gf!d&}ur>-vq* zdV%P|e~=1NT??V>M>P2Q`RT29b#h7?%>(B)%WwKFNm(xpwnKZsxmEC;q6cM%TbgVPr{!;-WWJ~$3uUePB%5!HFlA0-tP71LmYMhc-Nj%d=$pyl>R zl~-lwS1t#%ydq`wlAu|_njnf~Pql9aeckWZ0qXhPJ>yLzoqYPV3N%^``sw~%qd4E) zKYw0Ap-TgR1=Dr`zAWHvcF@YY31`lnX_{7$gC#3x0)- z!E^`zfB-v3M`QIZh8@VKM_ih6?*ames{+EBTI!T1B>lM7oX&i5zhlrKQE%__*RhLs9sl}ap7&Q zotvdxZEY#+?Ci;2BX9*GpK4G4`pQz$S^?8|-GUq8>PR_4=_Ix!5m8ZIvnHgR?x7)O zFr_bEyhuZv1RTXk${pUM7j<4nL1D{N6+ja;nAyPFFNbi1%(byApU~XI35|UF3XK+Q zz{HhBv;t5+LeOtOwTn-t%+CI4v&nO6;>Yo`uZw0uasKa!n^S^eEPXUAz zp^Y?Nus1R*-+lQ~2?*gFYFRq5Cyt+|1`_F7w_xwRYfx>^KY46D;wD;p+hwb5fXJTR^8|d!oS+y|xJFDV5mX`FL zq-fyl`CQ8a=C_gV5Mj`ZjqGiH0Nd_4@YR7ZM5Er`d-vPr>r3PB7s1kBg1Kuu(OJN{ z>5U*ozO)qB<3D2LJ?M4hhzR-`b(;x)IkOn}jA?4u-V%yBHs7YS5KMJEvD8uCl_qX$ zy!4b=Q8y4x<3%8!3=r|3N&|Mn&nG%HJ2R7ppBzLvktmP~LNeoGmyp^AJ|FHUIJ_^R zp*OKl#c3xR)A0{?)Q3sa001hgE*Eo#U90EtEnc&Qg#|Lez`9zF9ylm8QCbo!J3cm0 zL3B*Clrr-2SDBr0G8ieaV>WnMH_JHtD(>8=2TEAF7FMQ}ep+j{Z{MD*l8+)oC;0dG z1Sl657pcI-S*Hl?U4Y8Xh;Oh5^$IVA%Q)F!kfKcR)1@usoYa?E@$m3-MhYUa7FDVf zZ%D0Dl4VA+B8S^rUvGZvvR@7!{9fQ_0+M_V1ES%HiNmq*oQXNez@0~&oH7xc984lM zOT-!z8_QWyS;_J%a|I{^E%5T_T1BSTs|KzM_Sfi5 z*sGzDS!L}v`?naLESkR1zfC(772(3B!E$ez@P&PAx!_Wb%HO|#(dBayLoA<^rTB!e z(M{*FZ~k_WTVKKc363cmgE0{W@m(M{(6OV@BS1atlP<(cc7iaVoc!le7xBmmfp3w`2X;=jL%PeUJP0M1n5e)y?iT0Kz0eQG9(G{E_U(MApL?*_ zypL4zfABNQg4Hi>F9UfhcJP)a3Rpu&*FzAM6<~1f?Ce57Bt@he>;k$DTo~7eDSRTT zpc)i2^xR&4GsoY5{xDEHhgRpK72lEv>AgJRimN z4Gx9_-Z+ePzv8+Y_xaN&TO=pLl5x>~V0B_HL;v|0Vn9}#0Q3~p6QhR~ydX9cKP7>E zL2+tOKCrdVI<~D2vk0QMMg?|wh=6YuRB*QhyGRf);UC|<dQ7l`~o>h zs^)8O_MaUrc=AME$#XE6ZM_od_!)@L*}Qmv>s{@`&t0?-6NGkq3K9wxUjx*tJ5oQI z=DiCKXkhr*YYXXf@p|FQm%>Qj%h=Wtv$EUb!YtQ{)2Jz1@(NEKF)#EGMWGu5x=9Cd zbxq;KN>Juus*5vp2z!QLb*GXO@96z^>hWH-R<@sM}FaTmanx1QaqH0LN`O z{MVK*J(t77OnkAy z|IT?`2n`k5yqOhDDjlWRXI#B_1bE!AW~)obD)^Nzf-?ob?}i}IzJ1 zxA#$X;P2tntaV05U<^M7PQ%~dpU4(~ZlDzU4_os{s-{wY9?A&NTAo&a)X^~%1*if+ z4OCr&&AB`|=}CB8U^*H~a^)$OUYu?GWIB!#xJl1+?kKCWKw@<~S5gv?yjFLufB-vS z*3)Cnw1=Oa+zs-R7}3eJ7U*uwv&_s6r0P9gfyE?@Dh8KOLWG)s=dz-;9&FBBhI~Xq zCi!ZM@gvI}U5-yRzw{@o{W^`Xs7%{^{xPrw8DaUgx~t~OdKL;gu>6VvBgg)`qn2S! zV#{Mp!2;)DYM_5x7`hn>VI6IQlldPN@6%RyhAED>4!?zT+N8Mznlc=22-MxmssI|T zOAgOKiCno^R~>p&_rQQyK>)C;jEsyL`rQ6U!+mvE2_;JC5NHTBxHa7@T` z;}{VVRR(ht$^DR+|7Xz%aN{BtjYCF&0KvpU^Zs$gs@1D$X1WYt^lSYHdb$V2g26BW zEsw&Vt&g)0D@-~Y#R?@yYCe55i~`NFehtRDf`Q_`fi$1p^~AToo|mFOH)ihm5>O5L zc~5Vz@U;93kkTL!_h5lJd3Z!jN8R9yCM+tb!~UJIhmO}bHqyr|ap_}m0MykZQg%WC zB9sXb6;Vowr%3nV5->OlFdwlGkrPqQE{QIaLP39NIFB-{kM3J||IEe-2x-9L^?!@U zQLbs?%S7E)6W>?846zyDO=R*)gs@F}0VdoqxBw?Vla!QHXd+28`T6-W_>DOQj(|b# zcptOFhohWWr1m463{UOT(J2Rg&$52~`kX=+Lf%1h&*}D=op4m#v12!ySv-t~%@+*q zaq#h7gujGu=H>L{9tn6T2=OmyVSE|-aU)w_-~w_y$9t`N>_Md61-4(HRKMAJ;JCXIU0) zbJas-@;YLAGpvWi4|r<(E?e8vDyxp&=c77IrOM7u4ho(546{x*!~vq9LGz792SpkO zfe;7`9^vw=8TuXL9fbXag{mSqS^%Pe!PRrcN3wgOpL4BicdbS3ZfwhA~FI6>%^ z*-50^V=dX7D>s`7x)(oa+Y4)-#j}$U=vLDqk7b)b*@&#m!NYR_jXxO_Ln-EM8=w4f z=&5TLKi+FMLZ|wPwSdZ59*~xVEcU4=oS@D#XR{i@%;4Ym9Xm8-ABKw z7__KNhKPVDY|#V&D(pdbC}USa51ZlkE}=|@E$ko5f`SUqO^^_UBQ0+~j}A>;8d*Xj z!C)hIW3&`=$ix%4Fwr1=3g~(wL$ONBs4D6nT3Z!^;Qk+l*hYx?D zZF2vA5Omvk`#_L!P1DuR2lv90(L1VoQ)W0?bx{pdUxdve!%JJXtiT~Af&^hA$8S4@ z?g&~eZt;a8w|OxLWx!p3<=+JuMt)l{4}EaE0R(}%;sCM7qd?0j$kTHx(&6o?8`rMs z&^uDhUV2Kb*?KG(>0>R?x-enX(b4f3Koj_J<=MAD699*Fgt1~`BC`#im?4501n1cv z=nJIu%A{QMh8Uf=2-==ZB$0d!TjDvuVmo{UQ`|Ab7G)c0(+4+fkd$wH^M*#SYr6}E z4qlRJh#y@~xn5hW;VHUF(eN-A`ycCPj``BjLgpOoIjPyOoA6p}+qjVt>ytG2W}*G2 zvM(316=~V+PMxx9e%yS247&lR6fo}+qN>zSyYvFn4w z&8UgAZCQ&c_!L;0s;-8eTP+f{SiX?y5^C?SLyLonL~Ebjyi`A^5hK+omLp6@ciuz3 z@485U(&|rb;neTcT}?GO|IZVd75cVM0CVJ!^sgaGmk>uwFSq{O)_r7Z%yXqGs z&~#Z*5fQO7-^}5vh2MpYpAqXK(0-lr0i$PN7)Vw!{|*kBGwG_r=N5#1bBW&>jJq;m zm?s#PTHtIlf!G6|Cz!uoumSfGw&@}6v41!IU z2(>hHjD*r6TM5A=#7hNZ)JO#y_?L`{p-m++>kH2xah9j*>gy};GGyFi>#24gz((n zsY4f~X>fy{_6XHCy~g5^vK@)C>xM~oEs0p+b_-px*Xf5MlucIz;bQM zUZbb!9vl=e=t2*J@nWQ~#CC{H%8=%G;13A9dX<|{eFRgZ#035Q!$GIFhG%37CQM=*UvE4c#gF5f-xocEzC`iMkAqALTv~M31MPq zPulb%EHtzSIUR1`4XB4S_$s1d5x&a%=cf?lg-r0EhBbenKb&fR8vE(a1NQEH`}aEr z`nW@iBW4M-^2a)hcUYJDo7<|OwrOEXo!9}fRh7^iKu*68Y+y3hUE{byJW zRM{vd*0Asy#(3g-Uxm?2qN#M=f*64%`v$yCe8hwmiugv@>}RLQ;Z8@h_o?7SQq>|* z+SU`Ttb{xO1B_@CVmnG2dmI^JYP@jqVkV9aS4}DG9sr?`5wm=5P${+#<2VNDzYe@2 zJP#@Xz-}dM7HH&NoEhcEq~q;+z#kqk1eE}4J?MKB3W`J0FpW+er-b?x5J**TN{)@C z*|KFz&Io?c?aY}PaJPhi8~1i~b-lD&o)J$PT2$oMEWJ$t5D%ni!j8!)01%&qgEMy`0du@a)4qLG;YA};$vp9P&&J@6mX`Uho{uX55Z|kPs*n)}yd(Y2uSW>rox^fpGWWHVvYQb1*GVr}rb|2wDPd ztb0klwy{wY9rHMtAan+4pt&d$fy=Pk1Qy}2J$(0Da!%=Z>x0#BE^u&g1iO~bGOBfs zj$mmph3-OT>c8u-kPAqBefx{bZrA-T6{(>59&LjE$(x_NHZ3o572_=mNVV75s6~Xn zj~{s{9Gsj&PcFemLB^&rZoNTb@5G;>Z{O%}_*eyYSq{B`4Nn*h4Gx1LyvAstL^fmyKM=bIF11O3VTeR@KXl6jLg~1j>$U>~mN{i?RV{{ZMRklk}e3NracE~?OYx-yc zJsU+(A%iGpkji(XwN3XT+$Q?g5>3pW;A9cfndBg*FYxHqfLnR@^!OonObzW>M@j&O zR}2L@#Nm?V$0!3Ao{f=hT{xlP5xHD#UUQSjm4g=7fel)TIXf_bB#w}LgxWYxYFUc` z=V$`eLISK7T3tI|@)vvp4F$G{_;1b)+o*+;>yECFdEa=^zP>(5r+28ayxO~S`7p?Y zjdTD7(R+$qvj8UZ?DVh8p#5~$AA%c);v4ic$r1W9L(H`D=m7E)@Vmh=*WceL=zGD)j{Iy$nj$fqsKoY z`EA&_^RV-bJjHXgb3FwNy2XRvD_i+t2piwlT&R0bCEr>sv}7AicH`L4xv|xx@^jsW zX@6@`!2_oR-s+frTCwn!@SAiX&-*u+!$hwYwUV&eFgVaqNKqit4)~ko8uVtFsDwnc zBiaV6ot3X&Gs2&`>G6KF3UaCU87PFxV&Cu(j#IS47e0M5%Sr#7ajONbMg}|@9v{zO zvYF5i;8e(oM*6z~bf>pJTQnaI!iZ56u?QTIa=4twqa=jLK}QN9S{0GAQQ)~$Gdpm# z%x0U?;##k}w{OFLN=HNpq_^rX0O$0Axizz=0b;eYbQ7u^<0XWJX_1UkL>O>kM!$3P zu^Yl8u>)Sha}>#K+f0Uhnos-&&O;NI;OD7kPVNHIG*UO(A#&RL#9W+9SLqhE^o+V< z5Z|E?SL~6<8Tg0Mxa>Inow!M}ZOV3m(lfvo6RHU76)Twwo{?xdWIP0Gh0M+0)nB3lKj(7?MHkmqho#gbo9k0&Z8n6~A*W&8L*vP}EHZ2ZWLu6KL5e zxT^#T*Q+mI*1|Y@J~cJ9MHZHuV14oU*#w(|r`_R%r9*U7V2|Loyi8;y(4b(XxKuU% z{&><5n!Mxm#tZ5~Btn8xCEo9L!uadQ=$0$_@ zS!D2!o11^v{Z`^+qBko!t3cix)Gbbt1H_rf&z=zjb9JUXk8ePt*1fN|5h6p53fXz& z!6adzov0R2n`U}03J?QC;Zdtc*nB9rWckow3W|zqDRY|b#ut;pZVW{9;tcyt|5{J@ zV_fS%{QPsc7;4RS7go%N5sDXGk0Eyn?@4aDMkWo8!I1CM74`dkB+bWzfS#;-c^7E;6%C~D7 z7kW58J<-MnrhYe=%=CU_Rs#Fu4<&k~r0Fyz)ZjgqgX8{Ab=V;-%_6_YODN{U? zN_kJ7Xh8iWQ45WPB+jEpkNQjwa-!2^S@$uWnL4Erf13=A*Vb|h3n^$XsA$L~7!zj_ zlt>(%V6@z{4N5zAYJe}pcE_9L-xb#^b8r;p2$aH29*c{MgckvdJoMltG6I8|$IAW% zLZ+gY$~h@XtpMFYi5cb6&ls5qE5NCt>i@vgFuyQBX-@9PCR1>q8MbWi2n#DKJq1RN zTCca~h)w#_ORr5~>;hLn)9>BFCn~IDy7!qj#D>@n+JN92^BxsY@1zknq$T4_`Z?#w z9RZ+pHsURg9LbWgMBt|RKCK(Rqr1D9Y7rHIJB5L zjIuAVS-nf(zzs~+AVY7El43(pa`i}n6q2?nyhH5+sH!C^tx2xvbKRCYuF`kyMifGzA^IP+1@Yam`pO6od$ z+y_{y1cD;>WnkZMam0j5E*dv-{ld~>K*aAmw{P42c%KC)Yl21D;jJfC6cx=Low$MI zM4}vq1wh4>GY?#$ffIax^2@UoQ2zN`qa!0LP)KaSWywycnde?bzGMoG(_`9&b`&zm z27;pm0%vwVI{;$gSS{w!HE(9#{=O;)zm0ZWXHj0s~bo8JpVk>i{8IdS~B9pnolEWwE*9%%IwdL!`*w`D$Pt3&E1 zx&`J+Dq(p!n7XSPe}a3W8XpZciP2F9S*!oMhhy};hkj;UpXzLaq_~qlKxe{j5_n0A zpUZ;E48u-GZd_EtxgcCUiZUb$;<3S{Jsfuq+>|^$@||p3TU*j5@l==qi+4Q@7q_JN z3XOkAQwFjk7l%P!y#TuwMt=xB2lGg+Z$UZ8!EhwRZ_q(VuZmU=%wjb95IguiU<`ex zISYSVHwG{jy@q%&ShbAM8lWODU{L|*$?db-ab*h~g}ER{FtsZc)0>!N=H`w_Q--QY zzib&XPJlS!A})7$n#m1MaC~32Jh2aouZ8kUTa;G02285y(mUek(2T7HAk;ui;?^)C z^O0mk)XthNcx2IegcTHcrH^nv+@FH(UQ{o!cJnuK&(GFk0B>BLcp)i?4;LX4FCo%~ z19Ao2Ynvxif_rnXg77Do!SzOrk&1vm%mK<9TU2A=WZ?K^fPt2X4eph~)nh~8l@d}~LCzMXTQ0DQq>7`!&p@pG%GP&M) zcffuzS+RJpNvFqlP>%Ez$n}Kr?uXWbF)5U2-GJM-A2749;8x1Snbo5c&S0nT$Fo=J z#iJC7-tg}hkLyMcgC&(ho6IEH!;T1Z&H5W=R}gaxQs6SdrAsaM;Cpn@IdDK~G{SCIpRCb`bsa!kbmo|)bPJwbAZ?+0j76R z=LPCQ{-YnM^T`?NRNj))V77t^xP!q@(b#^>IzxU!Q-y;HQ=iCmiC znVorlht;aMoCSST(;ATAq_?(&+zI{0uG93+eXtaG?i5<5mmEbZv1 zdnW+&&;k%t0H{Uh=jR7^54l1y{K}QrC`|6CPQo_1a*vkR&LO6e7g=`w| zJ(=GEBYF|BS|y9F47PH)i?h)fNJ8Ti=PLyV0IF)@7Xx<3P~lO%H8%GQaF!esaACy# z_V$@O=^p3AP&l?3NZTU4b|Zp1OHqDEvA=sT^)*l^v7e-xP`wHy&3eF!8$j=hLi4p(L6 zz?4Yh{jXXE9VZy5wAu@|-S_U!HK{IDks5<;O?UE6*o6yZkOAu-0{V#lTyY^ctOPV* z;Yec$lOZ|Hvx^*tKdnzVra~?t=d7 z_ri|AZ)L-6pugxp_!Q(b*#im&wvv=wP-Lh*70j7nqK$w3z6obP;e@dO)j}+k|L#}A zT8b-Q;0snX3h4Z@3hs4)Q;=oGk|K1$VSDQSSV?@dxOwxYBiq2OZKu{i$s*7wVuVmy z!GP5fxE=+bU2^h*f2Q6oj>naQ)6>f+;HPcYVKxw}j%KRjmWp5BnyG^}VuWjwd`_HI zIVWqS#p!(0^+3Kk>kI=u$zW)O^a3Cv^#}bk1}pZEDZ_w%{y;ktg~`#rzsc^t=i zoXAom<#s0nUjm-Uvwc`lR#7M6EWAZ>Pc@mu{|7>Kt~Ffu*BnB{JZaXF>jnbS{Z;+Pj|BjWi4m(C*Hu+h62#R9 z$hoD~K+X*)M_Eu95Hf(GAp0&tM+a$QLGnazkC05>Jyhv_D?afVf8%e6B%FJOfBm`% zdn+ioMQ}f5)(8;4sj`MNX*mqK}6>05m6fBmcNyZ=mh(J~#B>5MMU{;B61r0~>}wKVXEk zhC%2-sBAc6-X{$o$UMMh6KrhT<(Ay@r`P*#pxwHIKpOv}eXYznuOi$KXp7Yf7y?odLVMJ9D7y;b0%lS01x=^lt3E<$(o zD05@&B_}e549fHmN2ffE&Ab9G9TFy@;DcK8;|tSM#DMkl3sbd;J@R=EQiE5nHLXV8 zoU^}@S2xw=w4=5rE-~uhE5K~jI|*e=6@f|Z>Z+>N_I9H3Nj&+S5nVSFhneQUEabIpnw`9RcvcIjDt=2rw;v=7SDj^{u0!PlL zT$}CGSr7!lTqa8K#E?y7u|p1vddLyUmF zt_d;$Qnccf19?DJiTHa$i&J_Zp0SS&<^ZfytJ z0DL3^vctIGA~0Y9Qjf=zo=yp3uaYAcqRoek-y^Fbq6q5n$RTtrANXt4-HT^Lh4ghy zpyx!z=8Q9qY;@@QwQhEzEtZEmiw-fk2r^%;c=v9V^tVZy%W2&831uN)Itw$?($cos z4C|!_&5wJx_}6c zHS~q+q@+4H$g~W-f%uQ0G-M^hNp>GvrLeu%)C;G=+?BK#6XzFLD&s^UVVamf5Dg;e zhoz=_<5rLZcR~oNk%dlWoSTj*#0ZE8pdCwSY-+r{!U}Rn#Cj+(4*~4QL*+IE zw8RX6xEiGDxs`R6+l}-%Bgumc0wbO!-Zg1M1uNzP8Y2{f42ux|()~A|?e_Sn;s%G@ zf4dn)2C9qj&U?}vsO~zKnmZo%e)MQOP^AFK01@k8&0T;p!r5>1--+?Bp^x!$mAxAB zNK^47<&JI5h2&r0uvD@_1X{x0v{YWqFt^A_K{pJz5_i5#45l)LNWMl>zz+Mvm) zpZt95ueTW7eMM9<+(MrT+L=AGEff#lKtI*|BBaXX)(kUw%{OuRq#AxQ%wX{W+tj7g<#C z_QMBsJMywc&F=u~+3LE{!3o4XA)KI)XoGC87%4Vss=a`E1@H(1m`oCb(1a%REgcEc zgIMUU;!Yk|-gB!>+H;v0Z*{#eq*ZvaIEfxL`lIs+EnS$ga2A9(7NVf@T8F17q6u+= z>K$b#+DTU5>CW4niA2_Ah+!m%)&QMHR2$IKq;j-}WNrFZY&>Ht#{<6yi5gAc-Lhv=+cmhgvG@zK`jigw=mSgvFPU~B2+lh5_p`r!2-MS0DJH^LL53J zi5-Wpl?YA~U)47c%Nmm0+&3fjoVRdU0i>p6z`=RYA~dycYPU_~6cNKTV>?vr?UFI6pLsmOM-{vVvG~zEIG@Vi zFC!@I&gp{$*#lUu3@8?)%x_?F{}D#vC|Nq}2rNKaia^Yg@e^HjN$WvwFL!jD3Ez49 z?%jL~g7m2WK`(g(P)yQWMM4WP+hXLq|3TmfA~GRWPzexQKO$PE&XNHuX#3|s^4JO4 zPKic6DFgv5oC6z*QvYrdQGDI-RE9DNhKOQVV$dhDW-n6LEzSLogdhUxo|w4!Ep&%N zNyjAh7IY;ii!TVI@h7;yfYG!q!h^*Yp!VU-Ax%vG;SRBc^i;X%QG_tY>w5-G2vQDa zgq$fMGj43uWiUn26LKVPnMk<-bCbmYi;=AXn{05@14mf{{VFX^m5x zM2Z_Na>Vl*Y#3JMFNoLhzLeuzAbB8KMnJ`|O%x^lm{6Jrn4*?@1IV)yJ^rXAWg(M; z5QX4LaAWhel--ZYX@t>r&^@0K=7LGzfbfwdi&PFPc2h(dgLjW;elYp#JKzCGr`Mnz zBnlHZ3=P}AY}^H`9dGU&5KiY{1$G~+atd7IVji9dZ{zsaK9yYZKRm^MT+}+z&eZ|! z44X;p9hmw8KEXALN@2D`JQQi!5=} z{Ys}3^8YG*`8{0e$dMvssifXRd%zkTb_z&%mD_dX!@8yg`zObvSoR1A_u4S(OZ%h6 zJU%7SwY^UVF}k>mvS{2+cszM#DPr%62dwD7iE z)Z44jL0^E(I?_eyI=Z&FAA?Fghvb4#@gQ}JK3_+M4VE=-iK|>1lVdWRAc*`3gw8^s zp3pnJ__=he3&>S6naKj2Xq$|1La}Cgf1&G2=ejlMWTA*XIWa?n%A1#$m$WO%Lk&zs zLRec$oZDd{1ptz;I~JLmWar2eUn!kziv>W&6>i+vht#+d5Cy6AP(O=!SqdptPO1ft z4k-&+cn)IqdRVmqvSjVG#x5e(=L-k@CfAvSt)#4*4X}aS^(@G{?`FZ_9(qA9<=g;8~?U&IKjq<)?V^abA(~JL}@r z|1Q(-x>hU#Cxe`sgcIktkX$H7NzM$mtZfq{Xb!(ORp;}it~%9d4j zL`liLXf)L}UoNjQB)R;FkI#INJpoo|jy-LB3g;nFeWC?~%zQ$S1j)ugO+l9hD(_w9 z{WrKB5lRM(6N}`rt6TSP5E9{Tj7~{8V<;6a9&VK^-GSO1*X-^Ja`oZ`wEuwle*-}v zt8t3BKyRRL6xb*1_(fm?Tydx>E{oZ^+`T0v^_sM@lGp9jq$JaTb!r%DLf_hnoSWeG z?<9Y;#6|-7#}1#L$I;uO5)ABR6Lu{ioFYj6NbeQ`+^O(;Xu(JEFEk)^A{x;iRP?d$ z`H)U1nWB}79o^*SaA9zhxZ->;O#OIxYIDB*dWzr|&JWgPY?qYe0G!P{38^4oDGNFb zQKK*7rq}3{&5tXnfB+qTxGr)D&py%0X=!+($qD|-Befxpv1%MFdD8m79Q^KZFX}+n z$48FoQep5ZFqUpD^|*TEg}B_POX>0_$X&gOMuVKFsE7&pL>4%(^8mdT)#f(U@s&Mg&-7(q=pXjDTrjGr;C|2?G6~}1A+|R8CA@kqWPCfBXL8~ z00tRl@_E+f^CGrr<%aOxd}M=sHx9nB#Gw8lg%Jg96A8lyJs+{jihErmXE3UKh+sZK zMdGIT9Pa*iap2s5ry~)0N&d!*5YK#nq5Yi~ET()<-dghRRGL=ZPze^&8|*zk+n`6@ z-eTCK+)vM}4lnV>dCwx5jHN-03W=u&284KID#**9Lo~<1@=&{OGsyoYHG%Vx-JqOA z`m}-h9BxEwpQ10MSCkAo0GTD~(`n%Y7zzd0 zBCemb871pv--0mmZip|NN}WWfLY#`&r~7Cy^hM0+d+bfOy`jn~RfcKKXL2 z0M@wc7ATepehP3MNzi-{Bjk7nK#KH3%6wwj$ZZgKl?<4Sx#k`~!cQ=>3K^v;!{G+G zyicUj2)Z*o#2vrPTW*n5AH=>XyZcdn74;aO0;T@7iQ zp}_=h&4|<;twqa_M!iK>in~)6|HO#o!^HlW36@z z$W>Sl{0&s5hz0geo zIPxoA%gLN;B1C*oU>6`RrII4>+FwQTeQs_W;#~tE;{A20{we4&U{_2OfP6Kn-fA@_ zqP>t*f?8KMd&3(wB5)n;3Rr0eP%m4*9IKGB{z)NN+=RsWV!0?qW>=UL5%J@hMZX2q zv{=~L-LMlqUXd=qvaf@~9eL0;v}Nl<2#}SN~#C+c#WC@Zdc>3<}7aF9j&q_COvc?KvvQ?ND5lqQ`B#$G6@cVq+`OMxd8K5pR)v>0a5y0K9YcFQE;ut|vs-JfkZKA}4%y4s%do%kSU4nBR_^m=(}Qs2W36JZT+Gj_FJy4mnUA^`3~50ZB{omtjfQql*gDz zETs?gWX(AiwNQUGWH2ZX&mwar%@d%K;SY3*Ifh6&57xq=VpmRv-TLX-aUenuA|rW8 zm&*6=--&<-RU%Q@py8A#!F9IDzge(oQ6aD~6q)EIazYO~WIoBX4RBc{I#Tj9(H4w* z2}Mavuv#?LMwX^%r7eU&*aiCtXCZug9tH=CMtlzk2Y=hu)wOIS(8IEvu$(B&h*%37 ziA*DiMIAx(ozMfZ+hQ9~RD8ow?{@3#;h$-n) znY=w`S=PwiHZ#XiKdhcpi#CFLlZgGfFKWdz}|5TiXdFWV3Ac@X0VTI_NFZjurnafC-iWI4F&H~IW?tsl?{ z`ZicF(Tej0TJRF6c$)}1-POB2EiXxT5o*{XH#_W`L&b`wTQ>aArK90`it~u z8#T^VMJf`5w8-BfFoOia*2%d`NB~$eG=)W|jnJEM6ZteF1s04jRsg5I;^jHl@$_i) z0WiX`@y5~fqMjb{_Q-DiI(=Yl-XzhdYVfQBE-sK5?uvb4pJJI;D7a(#tTxdXNY=M%B45GtU?3~nS zB$Lcg)lLB##O-Pt9zKrMi@rPlA?4Gj$J1h%SNmdA5Yo*ztZ)FL#xP4#Zy*yQT-WwF zSkl(E4KN3U&;%$UE%^xdoqJiX{*SPWY6m1>&!P1r&0|PBfau%;Pzkx4I}!=E)Q}f^ zNL?}60Oz>(?%nn;r4jB3zJ{wJ!pbdLsq-n~t_Cu4PWw$-1YnZl(G*=#u^tEaY*z{! zK76b@CPZ(An&=TA9Vnh}0uZ22?f|0!yJSIW^3BkpQ>98J?i;)>p~=cR1U;sY_< zqldIop0?4nX~6)8NIC{S2}syih;lI3(5);5sf%!Lx_mSkWaKu)z%T1sKgU|QxQsqW z9s?U+zwxMh(ilpo&OjPMy~tS61v0vuU2=(0Fg)XTT>7*MnSe9;F3H{D$W`(M*C!4{ z3FqfxF!uMjq&QG-U>05xBqqG22u>_SRSjzqGOq)~1+3qf5&1P-IruHp^P8^vDJ8=w#pr6$`QDE5P zbzcnZ#YI)3|3XnekBZZ+B>5^dkBCC(M)1|CSF1ucIbQkkqmzrv)KWGB^cp|NX2Yj)qsbK%83o0{eeZ}eHQ8`fN+mKU5AA~>5&0W;@40IJc-a` zUv3N`ox`&teJYsJ;7L9L=^K31<`asRq-(@U6$!XT`%VU%utAi<1a@}Hr2%{S2Y15m zDjogfV2r|mI3yx&e|&yHfwGY*1LQ_}+)2*~yut&D_d~)V)AFS`WR2+>U%|UbNwJDZ zpB`ZJU)xJj8OfsYp48eX!`@p-@g3Ew-{SEv{e}*AhjJkIXf*GSh+Ln#2pxiqNoor^nU1W$Q(XawlyD=q@cjpv}33PH% zq}igQV*$mSSM(p4)306e;MNH2i5yX}EQs{0#>p@drs6g}2yH6D85O0aLV&8;M;zS9 z!M*n~>KekuLn}%oJy)bq&WoN1qC%lxK(|}_ay2d-`7mXMAJ6R@pC{u8rVY^mIwtdX zLn;KZ2EZnP+PVrpK0XGgvQ@%#aY%M!8|3K7_=x*9F*t(E2O~3Y;|+&`L9?j+#V0Tn zC_MsWbmFImC}MH{jz;>Fe<-4J++^(HsHjHlEMM#Rt-|f_QLuLYWT>W=aAa|Y}8x61VPy^`*`{^5G&@-tfp%y zxGiWKpCTYvd-)F0m4Lx8IGkJ(V9AR6330yfjMJEj4hU^mNNLD?3u2jvZXV*7g&K1{ zMjt^mj^1&BUoU)IaPSf{Qq;8tI4GH({;gd($Qx93D;4rzc)5__*Ediwmd3w0;trQ} zps9Q>rg7|{>&uOD-$5^!TDMwr9xq*_FWKIS1zY*Ay%U^E78e|`Z+Wr;x?o^WX=lb zVlvw(pn_Np<`wk92lP=Rf8f-}kbQW6$gwO9pPdY;c5QNbJ%ADxywKvsenx0ylUDd6 zsPgzSOmp&!JsN*@SIEhw_gAl!8T?0ef;gO6BsN4Ok&sKm{P-3sc?_vKV|bdr-Msz$ z79#8;Je|X7=&TzN-tmf8e&BxUj|(awy)pTr4O}!CBTFDk0KnmhHRBGY?L9s5iE552 zAhik63@~sBRsiAI$$|wkLY%1KT&J5n(&{uLlJYYfnv;NUzufLBkq{Z~meZqNSJYMK zyYzJFaTPq#Gr>sI$aDnE*^x1>Yk@{BZV+T1CS5*UY=(Rn&~<#%8fR#TmZ9~WoNGkA z(IN^W0iLe`#R8MlhuBS3U5L0Jff4!k?XqbQ++bS{A#E5+lC5bWx|iTl{I8q%g4N}; z7O)KjcS8H6bKMXh5Wt(couv@&{fE>=Nn|Dp2Y`>wMh~U9l`O#FIS7i1uDAT^hx93j zw=miga3W~Hf4fU24o!@W9lr4eaS%-$;gBYgFpr?S)iRrbn_D9a67Ie?GyFeP4NhY6 znvhiZsLOFXdxloPwyOGA0`8FIkU8nONl4_0)Idk)Nttd}g%r>i(7yf?^QMq_z*SAS zl#k_!ZdLZoM#kb?H?86f?60k7}+U75bIB=&fwukX2f za2og)(yWdQzX*WaFTfN+88?h*?JWYm``5Zw-5P`~2MLyFpx(WAFG-I0CdvkgCl|N@ z=LaYkMZ)SRBD8^eb`>Y*JwR634q8z9^H|zBNR`8TF%T7#SEr)ZJ61*|YhL8HT}ug~ z0THp@hbLQlw!wBSt>`zB+4JC)+Lq)IjUt9(5&goQtR|fDS9)p$31Wwm&ei&wi5D2U z0-#0b>w2MMLkW6fU!){j$p9;;m1eA!C(pvC0&>$av>0%_B(?=mS&>oj`JLn4m`(uH z>o)O@z;V|$VjdA5{tSNfL?!+D^})8sQ0qX^t#mIL=Nk`Uf$#{4FJ;?k8&ZW|CUPer zx&a-z3Il%d*a~WD(%+2;d<(R+un>dQ0~s8w7JcMzJP!CjhIcS@oWAU!H_geKy-PmZ zvotzA6z!vu1owj#4YS8Vf1gzG+=Fr;T1ifW;D}V*3Gv?V+M~O7-Q`(jF?PtrO5#|P ze54R*kVTQph15kBCdy>q2`@iCsoim8$pa-IjGWsAK;$=xdk=Ecbu>a5+UJgm^t@F&h1R`4y}5qI~51SH>0%9?D}B z_|3GxH0wKHuJZtN2pJ5fuWTjn{^n>y8<}6d8p95y6MImc`1%N+ddx%t;a3x@&6sNAt;d)bvvLb$S&mo37 zcySrqwjDdD|p#O+^au!Wig<=HSTfP6`-D=p?f7B zKiNj!43Z!SFCspk<4q+fCXvqLB0Tbr_!)LtImo6V@-vf~L*+pG^j_pU@>4m%r0ucZ zezvW_V``M6q!Z;kJXVR^I_i7pI7c(|c3_r2<=O3mGrqQ=&A%&mc)_18*+na1$XM<@(YK$ z1^yU*+FK|5uYG;J00QKdK&@4~cB8%mY>9j_^^W!lad+E1eJ!l~`HVMJFNSHN0>Y z{u-*n(-N*N;lj4RO>d7`JoZILrh`ww6Fn865qxuQ5aT)+X#B}XxxrVN$Q;o%63>Y3 z>lWfB&M%;*O>VNk!tr46#4j4f zRPj`7>2p_Y++GS6j>*bO8opiZG1Ef7;3_cT4ds$Yq(R5)?Yp@aY8&HlkBZz8f>C!u zE17_#Hx@h=sk(6~C*g=oEJYiLAnV**8&;p%6>IOuT756n)k0{yOsk00Nf%ZOiRh3R+UnaFP!3`EyHar6IYcCVcJV{Yk)T;z!q zkx`nrzgvv}cLB8osg=?*GN5^Of-_1O)Gja%i>~58canSzd?6yWGMHkc6P^f403=jW zP*PGd+I92p;jmHesB+uo6tpeqUEc_ZW;KoyoSVdOqpFG-MLPlawKL6<607YqNdKnq ze844S!gWyEsp^@G>z(H`>fB~#&bZFIwb(l}i+4a<(fw4G$@i)q2KNo38w9kuT=HMiO0EDz)m%)zBy6`!}PLD^jE-WH)bZ5{}WFqw& zt~Z4t9G}i?vhWbxsBXOeAiGn;T|I7gv87?lLU+bKr-{aghRT5E63vyfgRUX9;gapI zH*6!A3ZXgDE#gXBc$S|#;PApS^_B`jmvdc^meg+JrDDY#9UU7k={tT9>)%tV+1Ak! zg~uER7Ap|kKC1dqL@H-zXN}@+hJp*LOXS39YEOPhQP0ASmvp?(xco);`2KOdqfa=f zeJ(i)sl0j5`JTeiiZUzipy|GHu#Y;1&O;}q{*{zK5G%Kqw@Z3*%oq=wuci#|Jc=6q zY9WAvxm+_hdeWG4h3orCMyk}n_po22S^3oPr5TrroqLpz4>R$5Gf+;a%=h?gKJu6r zM_Wieu2Ayot4Rt7c_}fpz2l^uI7Nxwejm2)`hdK z%4R%HaI;g?hU%Bx%z?c?D- z$(L4j;VL)z@`fWbhsN>Dw86BHr-Cen-9_d6`k?Y?Acrk|YV(|mpKJ3f`x|8bF}1TC zuq2--qah~YgVQ5nbFlS6Xm7Ua7_2+=T=CTt={2PkZO@7OdRz<(D5~kHk-x4Z>Lc6M zn~U_)8ixDQD&moBct=8mbLP0zh!4=l&4psa?|3}BB0Tqt_oh>=UgYIdl=_D1gX0%p?xvY1jE0^uznXzJNpN9`ai#IyzY_uQtLLOpPXT(tOZ57@lMa61I zI}f6WKqTHOFDK{o60Faul>CW!U~;S*HkgthjhOpU+h}JCa2@FDRT)de01jS39-eQG zn}-HfvBNSjE+g&OQi`jvnMcdpZ^JuY^2j;@)|Mjts-UX)T7fX)%R7y$d-Fp1`0;v_ z4&{;}l=XaJxm4cfmQ6DDr)qpLKb@j_#YKD|C%4_O+dTAVCt$C4V#~^drE-3*R>9(~ z1A}MPY*im%rA@_-Br=zH>y4&%Z_T?c5ofZ>YZ*mtd7n-LFq#F$EbGRNTNOEA1S@%c zAQ4~K+h~%a0qjNsa|2mfSh~{ckkwbMu$XWvzSff%^!Wv{-HNK z;UiL|s{>7YoLyW>%`&kOw`|2QO>evuS|JYuO$~SOOChbJpYLez#&E9ko)fnBj>(C) z=8rvLELijS_x(X%guw)~X5fAK-1fx=8eAG#Tf!zJb!anr{WUxA`ca5zzq}fUTYlff z4-On6nObC@Wq80fLMJ@*x~ux?u!)j~ck_|o$y$WpftsTpIG8Vv_wPGV%+=rzBXy@P z(;uuvB1cJ?*>aqw>#GmiAc|oltA3TU%%0dC)(eNlu(RvL;ufup5wI zK(zfe{xgXR;I4P#$(*&B`vDK5us-wMr5R7l4b+Yud!QAwfKul1cGIJ%R)-@?J3z2? zLF%fBWG>)yduL}a`2!RtEea=i(NF4FVu4P?uNXQD(qnSL#>Mnm2XpUBcj<(B-i;|1WO_>$$j; z%P9M2|C_D5jX4ZIY-A&Q@fle(`3xxv1pMv_6NL)k8y#oAgO$=R#GOkPA{VY+h4IWAEnM&peMa;cWrdRJ_+ z+F?&CWd5=x$Nlg^F6yhndMQz4(I$x+K#9Gte)` z?J)gKTOo??(DKy?<5sW+GJ%5bMiv7tfoxtTvOJs;wvBEI z@HWdEIe|0xIKJm4gs2&SHsPpv7^#>iNY>ny;)Y+Ckq@Zpj0%EFQ?4j2zm9j-|JwMO%3{)NRRk6J4Iawq0M`r(Tw%0 zBej6alA1m3PH#@Ns?MvT7_NSFZT`dkAxEb(`qTWA0NTSq)?5N3(+}qj5 zIk6%s8B_fUJzc7GNg@k`H-A4!YrHmmKB~Bj1Y@Vhd$fg4OsTWy+CWuNO4TfCUUg1pG362Fe2oAoDn1vLxqIu_tEZ z!9E<;NQIMtKUtvz6cQqg^-4>JIvCEf8~6f#RjZ76RjAa^M0K zD?0ZfuH|CO3TvMpe<~RTMI?xB8-)5Nmv#n$C}Ul_HX1?@0WmQeSVE=a$2B2(LyEDi zkVd0D#E?7(Jolqu;lzhV<5-d2@?FuAY!xM^YQfCUJqw&R$EpkLJ)LW^aq@WMN1TGbWL)$N^1~lH4c0xWgfIT#m`7QChW672&EP9&nY$#_g z^+z`;3CrX-Sg>FL2DJNJejw~be(S6=GM-_N6;h+8;~yBbuPLG8IYZPaYsMe(yA6SV zF1|qd(X*n~m)EB4&3Wvzcge2FnZLS(q9|W=zOZG~34^G^*O-z`>TfrvY@5x8eqI%= zKmwfMm7`!0T=;SFb48c>35Td+4GwY$IN`+}JaM<((M+j2b)MG5=j(CN#q?Niz676_ zdW`q-w4*0lE;>GX+q3&}MXVv~^{4b5amw>z1}-b#JS)5_Z3L>;5 zyhGYn({NcDF0_TM&u4R#&>iHrJ@_cz9${?Rqtv)dL@OPx_3xT(AdHYQ79}mzOxY zSl6xV>WO10&>!F`!2uf>VNLEc^lcVrDLR4FVeZyq+be>D*ze?J#XrT0Wn)JqENTK`|{;g)8yFL z7|{VCsq;^WS>VKEIePfRRx!QI(=VB0VnvTm3GF?iNdHaw?0vl>Fx07qJ+o>(1gpJ% zr_2PcP6J@}2@LG%F=7Zkh)6WV>0)sCNcGIL`7xJs>b95sdB_C|edwUQXt-ptn=>kT zviHnP{0uUdsAORQ0rL?bini&*UA@k}x-V1SMz&k%ZzlQ59v?JE`aXVq^6Rw2^oSR6TY%&|Gpn5?`PJd!!y2us?)Es~W#hpn=2Tsi)K6 z@AGYvV6b?K>} zw}Wka1m6@D8A6qXj%d5DX);g!^(H4Kgm4z(;j5y06qYuo1a8sKD5^|7j^+nv5t+Qv z7Q4W07hE9KiU6KQ>Njr|X6A5=(IY1aBrm>PTPU3mBu(aY2}{hKDes^cLRq_l&V85N z`#ugeoUX1Y?5}(Ax|O||nVF5Pd7bRi5V`d`*}6KcjN&^l;QgNDAOYf*aZ)Y9ZBNPO z5Otil2}9|W@g`yURNiqLyYBIuo5(71TA)5r)tdl$Nae*4`{?7+)9Sdbgq~`KpA@!= z%?jD#?L)QPvDUd0HbFzzAJJD{ZM-+_!@GAMQQIVw-ym4xxpm^pWFd)A$8iFFQ;jud zK`TSzs*@JUuXJR3H`Eu)>w3&hXiiz?|TfQo|21sZJPu z0QWcSJ%P&aKG4==pke`5N)*>yAumqH9jCNxTy%9F#rs&={1bL)QbN=BNu@H38#Vm; z+F84#>dCwfLFOccyQv{wco6x^Jv><4>#HxofRGE!!QOJ z&9r0*xZa>)#2Hcxyd3(lHv@EIrsrF<2ax=?67+5@pgG)%68@?3=2PAQW+-p`dr;KC zDENkWY=pqQ*OQUJUhRB(z4WVjSCqeQ6>=0LRcd*!7SohTZI5Vm6j9*v%WnSifbFDJ zq#E-elc2D8ZH;qrw6Zq2yBMq zKpIjUrxTFdoI3vsuri7IK<+ECi_8K$V+y`g2)}{S#4jb~^4FIjScJB0IRf?yZN)yhd8b3Vcg|I3trJ@r zPWq68z+qoNl7D@aVEwsOCDcA9`mtOc9I-_a(02X2mHR>=XX^p+OtyV;&VVFj9IBV| zM*N^;jlz!v*^~+aPTQo2KBSY+JCH+qM}lEy@z7H=hG7IrBLH<9;+fWNr-k}GSK?Jx z?R@KC>u~n&!t_LCl3Lb?N4r?4fXILqNFYfP0W9}EFXmD+G>knm#h6nHn?^-%tT5F} zWW*|;A~*_RE9uU`jgC{#nG_b)96RBz7xUr%^sxVa`YSe7(+|^8hw^dw?fT1IIBVTK zJgUL_Bz#L3RXlQ}2FVVO;>&Lj_PQtSy)pKTHx8h4)IhI}1K2(x&P}w*EIZ!LJQ3%cNYPZuMWRsl+t8PQ=b(9#IU?CwM zSN;CtL-C<$Z2G9=>!Kk0(z?IRH(olM5}9A;+E9wms=l*iO?!WT60Emk!I)|`IiMTN zI})HB5^0uG*C7`p+XbO0tLF-JeD16}(fT}$fUWnrq_kbmk%)>i_mjpbx_i~3oIrgh zc=V}chPjP{Lq3ld62OijBS|%%o;mQm&C{hzM9_<0f0TdBB{g$gd{D9P2e?dJ18Zj8(gh-OaiD|Vt40kYA6Dox+) zx{UxRSzTZ=HA}bVhT`cPqIt`>GTb@X@sEwvWM7)^1HI4}D1el!E;rUzr*vm)KfQ62 zWUfEWMI9shIy(4Jb-lly+3;ud@2c#9L45$PD_jeGt8M51iC&xGtijz-qH@;oO^Oyr z-3wB@>9<-kQO8>cca>tFU2)R~v6i=gtaYBm+2X1)e^Qa$B=$09(EWcwquod*GEuZ8vGBv--0;?pn~W`j=H|7f99e`4_2x z#QJ~HAhOYrlPl85g!u^V#*JJcH?4re6J()V0$Rq z8HgmPKrjha(0&nY6YKVfcMa@1;dp=M`WO4_QTvA(%{R^+)TaVCO1)WDtqR5QhFBM1 zZ%CQFCTCdHR>`Y>iDc3jGDUUhLvl{-yG;%ijz!kJKW?v&yBWep$|@(OZBjm(N!n3p zG3^0L=?j3B%)H4mgCyQ|uw?VnttAW3ijdmk`-uGx6GMTy-;(gzXxF!``Pyew3_?l4 zjLR@s|DNv!gB6b;u7gZ@TzU?#e%B~$ABGB$a~`Q`JrseV z@c8oo6b%|4W_D_qE+yh!)0WR>c-`Z*ai#AB+28xhlgDJe78oMzDrzO_bs|U+k0PwB zp8&0R^MG$c-L?3OWJdMJp2)qU&2MuqPteH!hn5t0Y z01kE%(nA$%+;!PMWr@Ew9e{F*5g*~w59;sPcnkzxG_-VqHrkX%fxA~(Umezx*lnXQ z`25+CD9OkFQ%DF^BIeqw0-_`rzhE|3D|iGD3GXeFWSbX*ZKBIev8u?88bNPV{5|(~wR}Wsm5#m)Fz!c5I*V^P%RL(r zo%FUZD-`QJi#Bq1clRo|FX^W>TpbTX42VY#JsiKr!A7z(svEe8#6D(g=Ifq%3OB-81!RJ@Qgr=y;NKuZZ7v?SpU+;uq_GEuTe%BmT}+z2Gvkax*=qiT$p z&+H3j1y+k{)VMJ{uEk-}6o`ueH}~sA*?F-j^z~x4eI4ObTvTN-`@`(`Vc=gA%|9G2 z)_tYa=b>t-e*AO7f@NK*9sS6S<%lk~MJi#Uudg3qwVTo?n+-LSJ|0oY^a_*a3*;7w zu@Qa>UYK{ZT<6o|=a$RH_0_{2`S+AO`z=UxppuKyX#}Aq2@iY?j1iqn-@o79`;j`L z=X?0tu}0RkUY!7dl($GsE~q6tpA>PoZZX2N(GboBAhej4FZT@zIpbz(x-$r^CgqY6 zP8R=wQ zv3$lGd9?{g@4g*gtQH~jC6J4YI_Yf`rbDBhtqY?b-y^kM&He_P6-Pafer(&I;L|Av z*ulIty=Ce*+x-Eq=&scpIyx_;gsH$F4GWBFT0>$;tbOVbXW*Dh?hF1H|LmiHUZ%zh zm6XcW%OVe-XQzZhtHN^8sBJ$|tEr@@=!LCLwhi#^Gl+pZFWjJnZqmQ`SoMW9$?Hnw zak2HopYj6t#H+D-GEv4WaqhmY-6h-%C%X(tQ55|L6#Ybx)^zmtCLo9Cda!pu?4l1B z|G#;Lo4!Cem8**PR`eubO?QKXgJfHbz)!o!OM$BrhGh6JKSoNa0HY%Xc{!)Blf^TV z1V0Qpz4c2K?N!cxCvfBzLO=NG{XcvA7z`e!LVsKAA)QCWkjn_7Prf>Gz@s?DY?rv2 zR!aRIia^1470Hu1y0X0UWcKKPZ`bT~pjzEfQX$4Appc77wiK1dprr)YMYIF6W$=%p zkjm%xa+N$2c3{aKU)|c}z z>dfD3O2<(4DOS||E!tm?MODJX;MC~xN_+m64?u8l%vW!ecg=6~k8|Z&uWtJUSbf3J zy==iFm+h~IzE0Ei>|TAM=Vi@3PLZZ-Cr>@9_6>NHLY=uhV!S4No7C$g0etJJ#CILV zvNkq0B?gxL!3UA6Ox+lGB)HV`w2Y0Gh&LYrPqrVK98@Ux+&Z(R?i=?hAL|De*MeoS ziqfr%y;LJU7n@ag4V-i5s#I~RQJ}(UOHio@C`&CwHy>+L1p$ z=VI?!dC#tsm$dLPYoy)lr^Zq@O89n)?U4TSjNgGJrEi}?R57r}HVXkZ78doMjTGVn z!b@;@MRD?DMK2DvhVZhP7_FB{9m41=w7R?uK2=ScqxXu~(F?;Qg!-I!+|x|tuiFZL<_N@LCBel}C#NsHdp_C3o)8iQ2_EGeg2QmIq5#pF!>9n)bv zxed#-Ny}zyc7Bsz!QjMRV!ZQ+&zCV;oQTqb%-TK*nPMG$OF7Pr)~8@!t^$>79# zrCXx)JNUX|)2Aj94xG+OUK)qR<+PsZr&a&A5c-e&x-Z`PmH=`~m$CW`3jAI#Ymdia zuGV3nSkqyfv1FSKFV&jASij&XHY6&j@|MTZ*E64rNcahRV3Egf`yTy_X+}TVvpE{C zo$Q=e2mJJMFj+I%f=5qz8klID_v?O+C?iw5Wce`OXSr~CMb|)-G@84Ng%7fuZzr{$ zWy1>A$2Fv$SI_(Jclm~gks3WHFwd;W-K%LxTUx4imt2c((<8jaubme(5u)yUTvGY2 z|7riVpttfbX!wiq@lOdhcPLugB9yo3O%jYHs9VVB&78JbUBkgq17&A#Gf37?7 zeS!LRa9xkK`df&^LP@2&B9d+2)=8wZJHEynic4v(%AF9?8M73zQgxzwW%+A||h?ilat> z6Q=RMqrcCgtOXL}c$gB<9r~uGB$ui-8|+E&$LH4WJ4nUaFV+v`ILYUo$yI*hT7Fo! z$?@LSfF>o+N`ji#lar;ceb~Y@M`F+E>I zrhe$f+8?`B!|bsORE%B5H5W2CZQg{R)q8W8RFdW!Jzn_QXIp6va=Kvi#D%YBaJq=+ zCPd#QG_8)j_6dtq-c?7qmLPvS$R5i`Phbt+m6fE_O;eQrs?xbUsEir0@6o=~%_}Lw z20X^o10u7*(FND+(bXXNDQfzk)vSf}$xDuaiK98T@xAtf?qtPZzF@|b@Y6BEzHjG! zgf@Asx(XSAdHf`@S1rGPgVo+rwz;V^1fREyjiW23vN=f8Fr>1%utwlxru(7!RPfF9 zC!Lg1ReAR|e|)F8YlnEJEDPSPhOn(%mbYqJsl>c%2(^f1&p8e)pfc8f5t!%OI^gxB zQ!KqJW~j6z<$q&qd7QlDRi-N+Mm49Fm) zM{O~pSwMtjcS+cWbVED$7raq|+c%$K$ZzSX<(Io)Yo0AZJ$9ol)HxdkTIBR*i{X(9 zb`Hx6(@LIdNO?n}cQ6gtwjb!abiXUXpVni~jI3ckD!aUVP9!Y`t^q zQXAZhpZS+Ze@WlIdA3}zmK4of=xz?C!g5_;#14@tZdyma(J)p}v^e zVmlnpYjjq4W^RR3l<3#>`Z9IydWu3~kw4T#OT~~AlIMck3ty~ny^mCgM%Q{@4KESB zl9DP+*hMOI_d#~9@_4T@o>2VBDPC5fkS;yKA7~u-zhv-V~I!y;wD_W zga$?LNEqG=?RDKu9^!_IclDMDYPHcfS7P;<3*R`#(7I&b@2Xxhf&JCY^bZf<`_sQX z9cwUotlfO~Fwo}uk6mYXB7^6ZSUy}Q?XqL``Emf|xxokY(L0i$q(2XzT{ue=5AAut z{C<7y5FywpC;Zr`z!^nVRc~GbcSj|o0f!`eSI2&y8;AM?&@p-deB!-OXXhwXg7oM~vt(j^rY?Kc;Su|CH+`%|8f%sUyVK^@s$On9M*=sa zIx&x@xFd0GNmbOOcdu>GkRP4F zqw2MOukS#KZ45Mkwece8Vp!{Lv79bkDV>PwP!nuqC4QTQlT&Bl!c6~V$7nFYaQ>YQKs%t9jG`o;2D-Qo9aqAH zRtNNgF-uwmdVug=1F~|a{*{)q(khCk<+r>8SYg1mM1q)uR(yh4Y=rLyw4D697<~z< zfO<*o3LH(sw6P}rSJ;iYr7U*4_)A1C%7CN6`?Mgm1eB|WekmQvV}zv%k>09UB)5Dn zQWR|YA2CDGjV5SHDJ?Bkg$4!^4Er?-ZV6XL4~vQ|n|?%(CtC_H$l5^p&mm}{;nMGf1=rmf^jg+_R<8r4pFxA2k8m&O zJfi)oMOjI9*+fr5iqfTOIEPD(wcd7?PC5DfAeKoFx=O&vcYOO6fjK@=KOMTEbm#%( zoe=$n!eJA$H)SO%@+YO0YV_i=wQk=|AL!8jjR$J(@cEJ5$<@)>X#x_1i1yG5%*x4` z_}MJyC>ZA|tephgPh*ZivW{KX-59&Ne!;uTn@a+Pfv9*tG$eTjSJZzx_WfAj?1yMnT-ZExYlIF(|2f{7 z@%5wgzd~aCqOfJk&*nrGwYg?d#e(#TTgHmp=j(51ul6xAVM{&ZKge!&f0ki%>NzA( zXgW*LP_#9R^|Sb9j{?e=DQsEhH@fVg!7`Zsx{L+!i*HCWd);c8`sY?<20D*GWq4da ziW5DRlvgqvw&v}K^~(Pg6lS-#b~8N?Xy2i^oO*^ccR|gssv^+?(VVl#Nz)>K-H5ky zDQiPua$)D7kW_LN9n5pG+vKAXF<10|j$CRxkfUBrAVl0i)5@@W92ZdCe=xHbjgdJs z^F*b4n|DxCgQ+9&%kLfkB>_Kzn;O*Wp~8mS!ba+YTyCwP{yph zhbmxNtgk+Yg;R;QXoq~kqWeXjskR&`yh1G4M%p*^?U!#%vQbgH|C|iAF6UA+?W^S)Ru3a;|3hFPaXpBwoQy zo5EZaRQH^4YY+b&^*#2q`38K6aa`X%*XUw?!(R`0N-ce+7Pnu>G`cz}hN?+GdZXR) zdmpE3{ZM9^^WBKJCj@N>@{@M`M}4|)ZjZSf`hLR$+^^GQ$p=frHicif6y5JTLB|e# zTPZ9kp@w?NO`rNnYl>J_Jy!tCG}<0|z&Nxu7Q&qZDI||s=Xu#O{+&8f1MW1JIMgVl zQt1DC>8zq-p!>fw$3w?h?=OZW$YTA+ZsWX!C+@XF@6jzts!UH>i*oYTOg_Q#b}tCdoM?xl=<6~or|ij;F;d2}rgy}JoXNT^ zU}C&++U}z(iX$rV{>((7K0V_+QJH4-Y$xaL(_cv%>BalMybFD4?T@v{O(otNtaBN! zC_WH%=ijurKE2v}=B>uw&@<^-%NqFcJ!;&ZS51l6>;A+erT2N6f>H`;C5u$}h36MV zFLv(PA+CuPEIBFW=!;U=155A_pzrz zUh%znV_lJFoA1-khgSu?H#@ML`HG7gxJ^6cjBE;7E~%rWQbq_Y<{gQWtEWLSOXss> zrtptT4XEcOq^_m#8rfdDrHm)hv?%PJMVb=t-aYhva@ae>^E6(zglMXKfTQTxY_*)y zvLP(x8duWCUu>v(^S^awponMs;UDOw7G@85jYml?O>`EwaINTwGc|vD{(bpkJyaD= zjj#W&gw^Vs#tCq zdzatAm+OoQo=naD+43z%{9Agi|FJUzF&8>@8ZRrWazH6$c1Jnoiahp3l0uqq@54X& zf6|$&Ern-p4M^U1QL~kM+?SYUaLI4;d1?c z?QGlqluYekJ}N@Ohs4uP&7;axTN<8ky?!C>FaO`Ywfsd1 zzrlO|;_{`n%He|T9Sy^c_zc9CW%Rfa`LEY{518Hhz`E;3udvBk8y8WujK%sa^!&PD zM$U8b)=|DsQl}Q7#wb?8LowfYN1Qj?5n1%!&mR!%oQ%KyM=cQ|@n5xsaK=We!2S~e zU}M`=0;2zbZz7#gZYWoQZn8aR6`wk|jN~>+1cv+{DhZwOR3pt%%Zs(sdlpc}jA4B) z@k1;BLTO9rDu~h5R(`1g7)FIITvbZ#V_4ZgbQbDfMPoJ{18 zpk~|4#>swD{|?wxvJ36^Uvx1sPw2qF$yakqK=2x}0(OfN4vBj@G2%05&5QL{%FGt_ zRH-K|xnnL-k$JPKG-KUdB#+(wBan-Vr*{k_?Y&BPIP1v&7yLzP!f4k;6c;|t87GbR zj;xGVE1s5DS4{_Cbr$gG(YN&hKtw9Rg#s_k3U5~14t+keaD}TrA)a|Ihn7%( z`IxZdSrQHA(H@RSzxpx5v&xR-eI)4P1AawV18LoA8HCt3{>#J zaqhtvJbhaFt_~nFxa+nJf=cD@NO?{r-=QThm_0m=dc7`9@BMR+j_y!R&Eckkd;^NW zwf+@~orE{}h!8aKNps^v7RSExasKD%aQVpt{|RLYtUTE88Yinai%n8UaL*d-K#@6gqnbN|Ny`nG!J7o2qabYlvRL;{YH zPn?D4&Pve>`;gmY?GGe^5K$}V?2_fQf%PS=C5_tELJrDV`ZYV>_ce{;j_TajO`DKzNFl?MKAFk z8x`~ioYl!Veem?Ivzec*hRynX%EJ;qbXp};w1MssF1gmfQRSt)I|Z(e{N%C zm@1kUzj5MpB-~nQ=v&l<>Q; zG*nbx4^5M+3O9)~`Z*6pI#LsnAs8JX0?1 zI+LKk#%3~!*uc8K2m75Way6bU#duVQ7d3vUHQ8hk>W3F{=bMWzsAo`6uZgDRH^}uW zoc!tMUS`*y9q~Q?c!vi|DGa#tt+Y|o_L$n+pInb4qMdB?^_ANWU77|D73aSl1)6$? zQtk9GyKJMRP}&SewE}<5CSwKkC`Q|j@$epAh*MBJamDg$JLrk^y|b$bf>;Y18Z(vH zkQ>x&aP^QUhNJzvzs7Hkzs7HWx#KY_|5(VlD~ag}*BR{};|cbmR(k+CI*Q;RbKZOF z(r>rT+4SJkuc@J()b~jI35~|fsj;R?s@MO|X&=d%D8&JD`k*h|bYRpbfVyB`#zn;o zdg=uK%ncBLP-`PI!s~*yhC+%TwOw#J-A&?7Sk@?<#|Yxly#*VefAGwdR61-MY92wvL zy^29k@r$~1%S*Tgr;GJRs`!m~pLXW3`GFkP6AtzD7>vUb=Tq|4cTbnM_}5TxmDIm| zEizOF=Neu9T17Id&Z(p_{`?;VkQ9HO!GK;d?^7HmSzbevo}e6XOR&q#_vF zCO1PV6c2wKGdN<=EdQo`lK_MPLHbTCEL}MOp~>;1C1qt&5+DRsF8nPc=g1lsVmJQy z7aZL=@-TPe4(5oqA7B6C0{PW-7>49b4C$B%&O~>w`Mh#ZAk&RkbXRkOiv7ho(=BSS{PBsPaJh{i zULOd9C~Y#bVcyZt&Zx}*3j%!y7If4Q+}X8QLwcJ%)|1)a*Y`4aa!?c%td^5AZfAyN z%h@<+0eV}b$E4>>7g1kcSjehC9~^lvVP6>0GOu9YV@^&^ezgSN1`Z)L5G7+?U7+au zhu8wO4LwfgN*V0u{#oZ67EIp=_qt0eIanuXG63EIiw&|;I3)P%$|Lp9$qxZjLD)bHS=!zyEdIQH3;=s+DH}5o&j+(L#Vlm@rMc8B%_?gS= zhp?58O)C_GoHn-igYp>A)qoHkEwX>_UUgLDMPow#mLu!JH(AeLnkld5J2=m7Z|V31ayXagMQ*R#;~h~_C?X^$bIhFE#OK-bo1fJ%@2 zTc@A;!2ghx^Z_RsPaj9fSiju^T3ynPu@VSBz-`VC#1RC0@hO;+xbj0->VS2tqeK;z@I@TBVbA#m4YXichO|JvJE5yHZSF-y^mEh+JNKZQK?NyNAqq zCKp6{<-rKCN%xV(Cq>KClv+Ne6U|I*I00N`Vl8x3jk0+Ci}OcHU&fbNQ-rQYb3V42KcFsFRsORZ3e2W8J0o9bW`W#QCSDc z{o8!$>nyu(s-x(6hMlyb?1<^hA%8(`7-~y?tW^m`tbzXPfZ+%>9@+M04;OvWA=!;h zVe0u`h;6fs93L!>yJa$Gv%fDtS>m4OJG%6-4jD%$XQo zFtAWpQ3;3HE5C>c$8x4qn37V07_BRZ(Z+s^d z9O10Nz0EEW-h=ny(BOiGwKUk85b($2D=>rg1ocX>*&qpViHPgqrO+`3Lx?DJU75W( z38$F`ASkG~{_-rh-jrAMBH{25hCvO_>y}Pe-0RoLZi?Q#^7`-#us_}mTQCqg_1t2@rD#`n#@6i0Q-OK} zpAt=}a?6P<0_3^Ib3|kFS}2jW^XqIs?&}T?%BHR!Ys&5#5x==|H)cC}46VdK?#j%B zAx(iVC1-aF+B2eDcp!13qZay6SZ^muRV z81LTH>iG=8oy`;#6@Arh_v%D|ycrs|)7W1j%cPc<&! z4OB3gK>xpT%U$ahti@i-0&8m>yHVTFFp^1Jb&!m7zf1Cy_$YmFPEvq`|By6Z!E$hg z`yt;`{^rSl5j1K&?mD(GOS$?{*ReHOn)qwhBeg!RA1O~VcA?g!KT9!hr@vKzY3c9n z-=CjOq>No+T~L1E&n`^TzWl>~{gr?H0o`J$srn^9vxf4UI2HpsR=w>ItqN5YGE0{b)!C;C~Ib!Hb;(QW8 z9@2*Vp)n|osxs|Q5%-;N1#zH=!%Yl)ObTK_Kvu@5l^D>ek^^jc3A#NO=!9Um2tZK^ zv%M;i&IYQq45p<@kk#pT=72j}fgZM!p2@@d1k1|MXH_*`!|H?5Alza+^13`HD>mLY zA!$i3-*5#iE0N5SD%%(;LMv`-0P$SGcA6iG_lImb(%{f~z}h@wjFM z|B)4(Tur=l4RD#63}jLT&}f=q=9TBr5gk-C*c*&%v>vp5Gx1gq^N^!^Ho+@gyJF`I zcfno!XRg9Z;K|ivScZ^N+Yd4nH{1Kg3zc=4-PLA5=u4aR6yO-*jR@Acno|hM^0l9y zIl$yVDY12D_8Eb$2XACGJ{dm`VIht<>hm@2@9}^NO(1Ret8>s??NRkC=Crf z@aDJbI7Fm-3~p|2wNZdKNn+@4PH7P8u*xxPfaoUedWybKlbXAugZvD1V}|+9Ttc>c zPg;BCLSDJ7+6>SpmDr#pYIf#;0apR|JBTl*6IPy_a;qKSkFuFiy+lUTEr{2 z5pD}4c!a1=750X_-Dgon?GBkQCNyg04Vf*P2VQ@BUv7{{3%ejD0umc-R7 z(DhojZPGzLJqQl>vV)asbty)d%gf9C0|R5|5yAsn4v7c6HN}wez%%)d5l|piWMK@o z7}B7D$561;sZjVPUKYmF5QZ3=*YW}yP8#{{3zO3$-59KSD*?Qg?Cy3fak}YseUp)w zq(uYyKfkBi!uAGs`xwgGca-lUc{7yR`i^Z}vLGeXPA887jryuea}TdLubMa+M3BAv zvX#a58yVyQgOLI!zq;AFSQt9TTQsePG>Bf5Sa5q+i8Cr^?RZs+g+Asm@8GIy$B@m4 zbFaSJtTE$3sB=FHY8FNNM%y4Bmw^NM1qI72TC)}>CAJPkM;90w?H zf{RyGn$=NKC1JM`m-G<$ws$Bn!cCCMrk{`8;7jnNc#$7GA+52jH?F+uN!OFHXSy1L z+;!b{p#EzhV!pui@;f6&Ad+b?u#U#7WM~-T+}#;>w38!i=j6ij$Q0%l(g+iAV_SnB zV!cXHfw6>fjxxYkXy}<9lDQrS&NKrC_3-^3st7#JYvf&Z>2!modc5^s#&w4~xKX+q zlMlA!nfAp8# zgXuR+9Mv)Xq|v5jx{YSdR}DpdJEod-P@7^US2)xsnq3a&nTYzwL4xcb8mdNY798xg z|K}0vcX4l~&upt~o1BCE!9rw&pW;63cAViJfJSHu+)!y5$PdMEOim&pJ7gGm!Ib)L z5Ar^*!g(dL37|(|-B18+d{k|)|L8y>uf@07f1CxDH;plkR$PD|;%$tn^=!jH0QHyt zrWZkp}MAu^eTGnV`R#-zZ5t|{xFf7I}7sS&fB&D6;B)Cm}3Ntr7 zjVByU5QTkG$79p!9wwwgCHY_rU3&q7OXI!m)Vu@v{RVWQYRp1UsJH++MHf?+O02R#ejBCK^C?=YLxB*^F2V_1O)w0synW(?Jt&kws- z4}QMz!IUV=Gx&*Hkx70y&^O`LuZUB70Ai;~qB4WKiaD{OvT`8673qPgZy_POmvMXZ zj`YA07_Yz%aMQ`=96dhekQbO#)67^zF9XYctwtw$-3;Dc%mMr-HO3+M^g!@e1$_@j z{mNx>V~H@wj31GTYdj%YukkQ=i&Z4t5_CR)BFgJ4ld$8sFGQ36I*CS+Z4NmCX6mQ8 zd}?jd`wwjeDA5P!yBtLCBHdh?)B zs#ols#ZdbbU;QyS-Pr#R;O))z9VV0&H}Is z2NWh?RZ@2ou>G5ZH_&(P%Qq}0@l6%v98mRff`0>_rNXgh0L?5sTt*zkc>@WbC_^}I zMZgt@g_Xr@N^FD3fF<1v^Inix2+a@ZA#X!i*@+GSs2BdBp&Up)V0XUHsVzVY!o6M?#hf zw9W$Aj3HvVWi>Uom;xI%DBwOqIHPJ|VG&mk-_l_x@Gvxz^ko6KIF+XqL9NHKrbK*0 z=1`+?ahIV^6k=T$JF;W8+mc~FAPL+^l4S>#8YgtL_!oofMBYSAXL_p!p!|3LZZ2}h z&-hpvv|L#!9`hsv`!oo#Bes#mzokENxLw2`M;9V$H7u{Em;h;P2c*V!$2XFH3YjES z?2|f5R#?9JH4`q)S`=W`@ZAHLHB9Fq4Wb|euDEYNnZQ9v9A1&fR4@~4z8YQl{*Lx*zzN$R4DJHaD!ThGFwOZb@1F$R1k1Xn86 ztlQ&)_(U%z47WsL%HVqufr-iEz9!JGG64J^xK22s|6z(CYzBZx`fltmH!LLgs)79F z24sWtu+i=Yl{tu&6GWssUAC7hSjFOkT@R! z-WEsK+V>TPb&%3Y+r0C}VqD#bW>nH?KcRhciFqq>Y9+lO5`*44F|ikW6csmNc1!xb zoop+-<4Ppk{M4{5R)#H(_^;<4w*g2Lz@&E}O9A{U!Oa&SBv^$!CIMz2Ex*kZTR=Ml zFF@=K^KJ8}*x2Ruljwx# zkKAYE`z+_>Jq69~N{FBfP{Yj&f=}iu6r~S;dX|QV%&YqoY_f1&Sn=^gtK@<_EOYb0 zCAWAiSJYb!`p3Cb{xd4mgk*WZhEM~8M4B)GP2 zz0uVku<>}gbFr-YhY-=+@f1=v0bX)t>W-P^e10>ZELTu$lGJ=X3yuk+rKenPf&GU* zb$EeCp+s7yV+TQeJj^2U180BxEor>2GO3x?HmOH;6UgbC zOfq{=FiZ}_%5zPA04WWxq0SzFi+2}dj0WnCc{Ny06$c153chDRP>@#Ic=OccL-a5H zY%X{d!?<}6E(AI_GgQy}v)QUW$p&r{gX}1L{D3pOu%`;WHpspGN@jU$1R1Rvz9MEK zpr!!OEZ#*`Q!|h<3|zJ%N?N_wY)gHz2|$TNyr}MCpx{;M*?nNEXp)`2MK`KJ2h<6j ze*5KK^1=wtdW}-XX2+_wAhuFl*urs~WVVRM=YZ8HCy{ZXM0z=g*IDI*=%Nrd)97NAO~#t{ZV@n{;|#@EQb)%sYnt$l;l zMU+JkknGp<@hx{xqfOXCHj`Y;Q(Q8+{oi(@AcffEBi zxemQD5#;CR_kI%@(szRF0<+1a66PWhbep0Z7UL@buj%rta|0-`en-O!>7}LrM01c1 zY!~$1CTvN7jC50tHd4Ti8$x+v^YZQ|y5}^YnP3ZB2E%)L2Aum!HO2Qhk-Cl>13rmv zvRT%o*dRC4IuSK>!DI%G6f+vT}GaL0C zo_$2oRb(6LH5b}EW^`<*jNA=Wj(d1Jo*)9eSo7|N^nS${lTf+Ee;>Uqf&CCMW9kOVY1N5i*I<1 z-s6>Z{xh@{@g*U~$x*f?4zCs6ph31mamHGF5Caxt8SwKQQtINC-_p)?dqv(=8-amgt6FgtY5;8rAD~Rv*-k z0=9QuH|M;>-!K?-t7_fadKdl(>#GBXddC$p!60sHBf4r_b!A)_?F2DP!{l?HWFW^; zK@RkVJTE-_Gn#FDtj_Z2%K}Gdf!{{{oC2cR1MD}gtrCV$<`ThM9cg(GXn;8FZlCjb zi?V7Q5EVz!uk;eW?Bi37=0z2H{f{j(erUhvhaO1J<5T-Y(Gi@_=O#FM#~P<)uqJm> z1N|rNEtZFa#eadiT-U2+OlB3xIx%n^=NcQTt*O!4FVlBEN~vsj z&iJYt(#Ya6Jmk0Wl@Yr1(lgA4BARZ_#^K((@Nr`JXf1umT|}Iw zayM-sz{}v9%c7k?4>!;_nwPt9V`rJ$9V+SNz)PKaO26=>lh2_k-il|X$^V?v3 zls(>GJX+s883Q!ig@&RgreO~tm86Lo&W{tO)x|C{s1#rapl4Gmfw9tlE+5=i^~=}K zoEK;8=j(`{`t{deS6n!<0;yO5y@CZS1+3xqJPIK_Eh)UfY{f$(sw)S%!cKNF1oZ19 zC9B^zWL%t&q~P_{Tod+|>A(b4SC1i)lM>`GsMc2_=mWJNcLiqj0);JP<-5wqB1;ymKuJv(jRaU| zTEn^72UxNSevn@lQUF^4JbBupaFk-M^pzVmjXR2&Mzx{1x3%)_d5mRCAw|FO zc{R_}X#{ks1Tv>K0>}=^`xeLUz?!5gnmZsZW2l?h(USJo*KPdPWbRb&R0SH8=x^v( zXj1%?T z?7JOcAA8~y3yO;FN3!O0M5ymU?_>av3(YblWS0h&T$fN{4-Dr{WnTb^i&63z_5&(P zkX>kE;e&+i0^d(KSe?N9i5*Aq8JAf3ejVRfc6=S^{4cdXO?>|SZ0Ntf!uZs#tF>Yo TA7Yl$3$b=7|H|2M`0U>S?!qzd literal 0 HcmV?d00001 diff --git a/summaries/2026_jun_08_abfe/fragments/jak2_set1/dg_results.csv b/summaries/2026_jun_08_abfe/fragments/jak2_set1/dg_results.csv new file mode 100644 index 0000000..8491459 --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/jak2_set1/dg_results.csv @@ -0,0 +1,11 @@ +mol,complex_pred_dg (kcal/mol),complex_pred_dg_err (kcal/mol),solvent_pred_dg (kcal/mol),solvent_pred_dg_err (kcal/mol),complex correction (kcal/mol),pred_dg (kcal/mol),pred_dg_err (kcal/mol),exp_dg (kcal/mol) +2_3E63,31.005155482802206,0.06516334999250448,9.89049724005105,0.0643416264807681,-7.811322,-28.925982,0.09157569044476985,-7.90701 +9,28.481720013851017,0.06880909320710646,9.279880069396699,0.06429047643306643,-7.53172,-26.73356,0.09416982886240655,-8.36388 +8,29.808329520964076,0.06676293141791807,8.902294609066823,0.0661829786213556,-7.967141,-28.873175,0.0940078489845845,-8.77456 +5,32.336654279805416,0.0664664745869928,13.041852117907355,0.06342107690240406,-7.9022784,-27.197077,0.09186960998874442,-7.7898000000000005 +10,31.729212368457592,0.06524161673027865,11.918566246409156,0.06576264021972868,-7.376193,-27.186836,0.09263473107992515,-7.14398 +4a,36.49123928860092,0.06481635475734907,16.108127420947387,0.06285898980276586,-7.9750686,-28.358183,0.09029071072405373,-6.86423 +6,26.38717443681882,0.06819302301825786,10.337029899762134,0.06428340150328218,-7.4593334,-23.509476,0.09371576226655165,-6.19864 +3,25.196317333398728,0.06883000827177205,10.023194224824323,0.06286954039752522,-7.3665557,-22.539679,0.09322096946764855,-5.23562 +1_3E62,24.15654625783873,0.06202869970226631,8.995302784131768,0.0588068844223396,-6.950141,-22.111382,0.08547402671113806,-5.98669 +7,32.618553443827295,0.07180446217926564,10.125072278462792,0.06470838548964768,-7.8643494,-30.35783,0.09665948448823031,-8.86058 diff --git a/summaries/2026_jun_08_abfe/fragments/jak2_set2/README.md b/summaries/2026_jun_08_abfe/fragments/jak2_set2/README.md new file mode 100644 index 0000000..c5dab6c --- /dev/null +++ b/summaries/2026_jun_08_abfe/fragments/jak2_set2/README.md @@ -0,0 +1,33 @@ +# Jak2 Set2 + +![Retrospective dG performance](dg_plot.png) + +## Statistics Summary +- MUE: 18.95 +- RMSE: 19.15 +- R²: 0.40 +- Kendall 𝜏: 0.57 +- Spearman ρ: 0.74 + +## System Details +- Ligands: 8 +- Host Atoms: 5857 + +## Simulation Details +- TMD Sha: [e393f948bec757f86ae1d25908107665ac16b907](https://github.com/tmd-industries/tmd/tree/e393f948bec757f86ae1d25908107665ac16b907) +- GPU: RTX 4090 +- MPS Processes: 2 +- Batch Mode: True +- Total Wallclock Time: 3.69 Hours +- Average Time Per Molecule: 0.46 Hours +- Total Nanoseconds Simulated: 1412.80 +- TMD Forcefield: smirnoff_2_0_0_amber_am1bcc.py +- Ligand Charges: Amber AM1BCC ELF10 +- Simulation Details: + - Seed: 608 + - Equilibration Steps: 200000 + - Steps Per Frame: 400 + - Production Ns: 2 + - Target Overlap: 0.667 + - Water Sampling: True + - Local MD: Steps 390, Radius 1.2 diff --git a/summaries/2026_jun_08_abfe/fragments/jak2_set2/dg_plot.png b/summaries/2026_jun_08_abfe/fragments/jak2_set2/dg_plot.png new file mode 100644 index 0000000000000000000000000000000000000000..35a7054e48b9ede8a34e681d63e715d021d7c503 GIT binary patch literal 55358 zcmbTecU;eH_&)qjgBFU0LK~$?LRyqcX0)WeL!?34M!Qs$L@I4XgOZ9C*;=Gjv^Atc z+T%H{y1&2Q?~mtsUeD|Cy6>0!uFrVCulISK=W!m#ab7`34r#D5@i0*o#kx;Z?I=aj z)=|`wv}FwViI&;AQv4$J1wBPTO1XpSN~$wm*AjtE7yy z{~VZXLI{ z!EYCgj_G$XjBI3y6iLk3Q4!X;gd>hczv}q_r*^*XsddKJPVPQYSP)!bxUu~^t+tMi zV@U9h+#N^Gtx(ZXIq&T=vfspV$%gJFj0$Zv0X5T3!$rMu9zpi;an3ayK~)wqfs23o zLR^B2Y1J10G+!3Dz4&9zeJpkV{ZPvyaD(8&pQG%mvTO@~BCm5N1uecZ>gCFVi?2)( z_P1Mnp`eJ2+N#A@iU$4v{74;NH9kNG+&)qv_CjV+4Jh*qyo+bFr@AeAX2c~7~jf-6_WoKvCrl&_; zE@dFAIav{j)wKJrIr{anZQUd5{eAuYqOE0K)8|>%D{xb}_MbMe@X8(NFGj3n>Sp=d z*2Lf2A0xTLsarF?N7;L3nX0O4>d$$0YmFr4KRhdO**#nu2#V77&Z>}G@~&dd1*evt zI&~^a(wOJRj~{klABk{E8U?1Lq9C7`66IN-o?K*4~$DV z*RNk+Z;8+h#}n)N)lx|L26JqF_u1aYCe3Afk1;LTG`i%G_c6PV_FY=H>wJ4v2$$xe zL+a!q9zB|SVc6tzmi~&uvu&@M@+_mXrDSB-?(Vwqs?=+m#B-dYhh8ehN^L*;T@CM` z619`n#nzoD^}P5wLz|Y$wWwlRtL$x*+9mR9eDLckTq*Zf8@3e|P*4D1{ni{PLTD8&4%*=Oodc5m**K5-UKl?wW+qFEAsE*r7yKC33IAx#p ztUR(uiVh!3KSWR6x^t)NXHJ>k0x_E)yrRwtfp$P_Cqva1v9w=iSo zl2rTp$XYksvaj}DQ>j-;{%li|!Rh9F#v2{~Hug1SaqZc&2j6ke$@KhCYY^_2_6_6xHqXBY=MFKI zmtUeK8+xshC%5v<2yOEdht0+rKf7LsBPy2O-hTF4!Kub~cbOxcjd^74sLh)<`zd4N z(@?@2Hwqz(w9U@MMJ!yGrmm4eXyB$5NRoZupYJ+!S6<|sUZ##{l*9?W;tX8`(UvV+ zBI4rWPAOuA=qTAUt=t}CgKrxj$Bh4K3Am>kAc$L!6$64ApLsm=TL?b9yFQK>Nc-|@d` zg>!Fp)%|1XW_EUgWph)^2uza8JUySe$cS&;xRJW3{MQXzb7hbkK9#}dda-Y6>6wflXlg!1lu}nThc> z9|86tX`eaInLqEPw8qWbO1-$H%_uBbZOMhRgH3tKM=Fy80s=F_Ns5w6t`@nX{kLSbgKz?B8~pWY*SAw)wdK z;dvgj>D?(6r1{aED4IzMw_;;yd@FS`Y0MDyVh!7o#ZR|BWs{eeHz;-y-EcTQ?$lSW z=`r)##NBV+yirL|@}gr7@9*#5GVa#9L0WnxQYAgLW5*87!p8f@mZFkSzNS929K+wA zzkj^`?c+F+cTu83v-3zT7uTOSvKaeiB=-OCA2*-EZIpk1?hzRq%SgFRj0pI%thtQ* zmHF)5lYoGwat_UO#>U3trlo6FZ8#9Y8>#5n?&~sIU|QyV+5h$Es7wCYw)M-GFDF-e zruC`7^O~IqK7__CMGrX!RvtS3jicArD;lO<50a&Hg);P>aezz{dGdRvQ}``XINM&li^PDq*rMDQtlN8RLAbkA?K ze54+}Uc&fz3rgC}n>VpH@M7hg;>VA+|MwuCiZQdXIjP&yXmZtG&wcXbRrF?kz?~~X z8rRwpZJUgXWl^mIhRf#Hld@8mtns(u2a?Ub^z?v=D@(hOo%ibLaejGloHkPP>fqpM z`=X~$pDO&E^ei5Y;a;<*qajOwhv$U!p#-I{Q;pdj9WMgh#)sC8{`;q$XR){G>(_hu z>B#74RIK;xeLU{=p>HJyk8M~<1 zu_E#8K5&3#y|TCXh3x-%SRq2dr_{4&&vMOQFc_RT(S?iN`)wU5rS(UiZM+?*rI2S3 zisVI6x8)oR^Y03fUxmE_SQRluek+|G+SOWeVFe}aHqtIQv;bD^w;bx-ki^~(1l9NT z@y5=suGAJ%kZG4L*W?-}?-!g}%f%^_#4f6+xbFAw-PqP4? z|GXr?YT=K_@A&`qpa0(xG2gk=OAj7AK>7_uh2wJ7CkVz$!Fz`L)vH%-lYgwWFZcy! zXiBS{O6=~o!k^Wy+wqEwmDaYlLYp@;fBpKkwyut?yXfEX-Os|WB*M(M z_2rw1TmBCoh!;$&tED{TPTCe>MJF#NmKo@=2f4zp<6FsvdOl=D;3~t1Q!g!KzL)ug zBS=v|UNkjvySq%0q>w7^NDP4*SEs5WO6HD^d>=oCsoUz(q;H9S497Dl4u<`EkN-_b8LGui^R z{*=UVzg;_3Lsc)__&mVJrhTqzp{3C&&lgpp-I?Wh*fIY|R=Ap4702RRXzE{4v-|Hj z)i(CXx2mZHOD{A#94i@+X*&au+wm|cX_ZxM9ETTgdWog)20^jX#h!^SbuR$R5k&FP$S3r6>0+tB zA5&S5wl+4T@C&kW2?-@#4`B`=`{sV4@X|g+Vqc#li+`Y&9O=>o1x2DqDTmXiSt2#b zeh{mh&=tgMBiXqV!_2L$NWw1|5E86EzqmrC<<#9(iSMICllAaKt7sOlalPzL6&ZCBXv+sr+jgZSCfY-z*zs) zV&O4JV_)Nvrb0I??F$u`ne(`@q0m@g<0W~=vc-2O-Rq}u|6SxZ8vzU^^bL|f-Y6{c5+