From c7e30f1be59fab2219d57d4a1adf39491c75e396 Mon Sep 17 00:00:00 2001 From: himoto <31299606+himoto@users.noreply.github.com> Date: Mon, 8 Nov 2021 11:33:28 +0000 Subject: [PATCH 1/7] Update biomass version --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 782bf68..9c4f86e 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,5 +1,5 @@ pasmopy -biomass>=0.5.2 +biomass>=0.5.2,<0.6 matplotlib>=3.0 numpy>=1.17 pandas>=0.23 From d09bafd7d2f8a89e289c46b0b3abcf3b9800b669 Mon Sep 17 00:00:00 2001 From: himoto <31299606+himoto@users.noreply.github.com> Date: Mon, 8 Nov 2021 11:58:23 +0000 Subject: [PATCH 2/7] Don't specify branches for CI test --- .github/workflows/build.yml | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml index 9fdc42d..35eac9d 100644 --- a/.github/workflows/build.yml +++ b/.github/workflows/build.yml @@ -3,11 +3,7 @@ name: Tests -on: - push: - branches: - - master - pull_request: +on: [push, pull_request] jobs: build: From 2b3248735b3224f26ad308ac8694156e02973cf8 Mon Sep 17 00:00:00 2001 From: himoto <31299606+himoto@users.noreply.github.com> Date: Tue, 16 Nov 2021 09:49:02 +0000 Subject: [PATCH 3/7] Use <--> for reversible reaction rules --- models/erbb_network.txt | 376 ++++++++++++++++++++-------------------- 1 file changed, 188 insertions(+), 188 deletions(-) diff --git a/models/erbb_network.txt b/models/erbb_network.txt index d1de83a..050bbeb 100644 --- a/models/erbb_network.txt +++ b/models/erbb_network.txt @@ -1,100 +1,100 @@ -EGF binds ErbB1 --> EGF_ErbB1 || ErbB1 = 1 -HRG binds ErbB3 --> HRG_ErbB3 || ErbB3 = 1 -HRG binds ErbB4 --> HRG_ErbB4 || ErbB4 = 1 -EGF_ErbB1 dimerizes --> E11 -EGF_ErbB1 binds ErbB2 --> E12 || ErbB2 = 1 -HRG_ErbB3 binds ErbB2 --> E23 -HRG_ErbB3 binds HRG_ErbB4 --> E34 -HRG_ErbB4 binds ErbB2 --> E24 -HRG_ErbB4 dimerizes --> E44 -E11 is phosphorylated --> E11P -E12 is phosphorylated --> E12P -E23 is phosphorylated --> E23P -E24 is phosphorylated --> E24P -E34 is phosphorylated --> E34P -E44 is phosphorylated --> E44P -E11P binds Grb2 --> E11P_Grb2 || Grb2 = 1 -E11P binds Shc --> E11P_Shc || Shc = 1 -E11P binds RasGAP --> E11P_RasGAP || RasGAP = 1 -E12P binds Grb2 --> E12P_Grb2 -E12P binds Shc --> E12P_Shc -E12P binds RasGAP --> E12P_RasGAP -E23P binds Grb2 --> E23P_Grb2 -E23P binds Shc --> E23P_Shc -E23P binds PI3K --> E23P_PI3K || PI3K = 1 -E23P binds RasGAP --> E23P_RasGAP -E24P binds Grb2 --> E24P_Grb2 -E24P binds Shc --> E24P_Shc -E24P binds PI3K --> E24P_PI3K -E24P binds RasGAP --> E24P_RasGAP -E34P binds Grb2 --> E34P_Grb2 -E34P binds Shc --> E34P_Shc -E34P binds PI3K --> E34P_PI3K -E34P binds RasGAP --> E34P_RasGAP -E44P binds Grb2 --> E44P_Grb2 -E44P binds Shc --> E44P_Shc -E44P binds PI3K --> E44P_PI3K -E44P binds RasGAP --> E44P_RasGAP -E11P_Shc binds Grb2 --> E11P_Shc_Grb2 -E12P_Shc binds Grb2 --> E12P_Shc_Grb2 |38| -E23P_Shc binds Grb2 --> E23P_Shc_Grb2 |38| -E24P_Shc binds Grb2 --> E24P_Shc_Grb2 |38| -E34P_Shc binds Grb2 --> E34P_Shc_Grb2 |38| -E44P_Shc binds Grb2 --> E44P_Shc_Grb2 |38| -E11P_Shc_Grb2 is phosphorylated --> E11P_ShcP_Grb2 | kr = 0 -E12P_Shc_Grb2 is phosphorylated --> E12P_ShcP_Grb2 |44| -E23P_Shc_Grb2 is phosphorylated --> E23P_ShcP_Grb2 |44| -E24P_Shc_Grb2 is phosphorylated --> E24P_ShcP_Grb2 |44| -E34P_Shc_Grb2 is phosphorylated --> E34P_ShcP_Grb2 |44| -E44P_Shc_Grb2 is phosphorylated --> E44P_ShcP_Grb2 |44| -E11P_ShcP_Grb2 binds PTP1B --> E11P_ShcP_Grb2_PTP1B || PTP1B = 1 -E12P_ShcP_Grb2 binds PTP1B --> E12P_ShcP_Grb2_PTP1B |50| -E23P_ShcP_Grb2 binds PTP1B --> E23P_ShcP_Grb2_PTP1B |50| -E24P_ShcP_Grb2 binds PTP1B --> E24P_ShcP_Grb2_PTP1B |50| -E34P_ShcP_Grb2 binds PTP1B --> E34P_ShcP_Grb2_PTP1B |50| -E44P_ShcP_Grb2 binds PTP1B --> E44P_ShcP_Grb2_PTP1B |50| +EGF binds ErbB1 <--> EGF_ErbB1 || ErbB1 = 1 +HRG binds ErbB3 <--> HRG_ErbB3 || ErbB3 = 1 +HRG binds ErbB4 <--> HRG_ErbB4 || ErbB4 = 1 +EGF_ErbB1 dimerizes <--> E11 +EGF_ErbB1 binds ErbB2 <--> E12 || ErbB2 = 1 +HRG_ErbB3 binds ErbB2 <--> E23 +HRG_ErbB3 binds HRG_ErbB4 <--> E34 +HRG_ErbB4 binds ErbB2 <--> E24 +HRG_ErbB4 dimerizes <--> E44 +E11 is phosphorylated <--> E11P +E12 is phosphorylated <--> E12P +E23 is phosphorylated <--> E23P +E24 is phosphorylated <--> E24P +E34 is phosphorylated <--> E34P +E44 is phosphorylated <--> E44P +E11P binds Grb2 <--> E11P_Grb2 || Grb2 = 1 +E11P binds Shc <--> E11P_Shc || Shc = 1 +E11P binds RasGAP <--> E11P_RasGAP || RasGAP = 1 +E12P binds Grb2 <--> E12P_Grb2 +E12P binds Shc <--> E12P_Shc +E12P binds RasGAP <--> E12P_RasGAP +E23P binds Grb2 <--> E23P_Grb2 +E23P binds Shc <--> E23P_Shc +E23P binds PI3K <--> E23P_PI3K || PI3K = 1 +E23P binds RasGAP <--> E23P_RasGAP +E24P binds Grb2 <--> E24P_Grb2 +E24P binds Shc <--> E24P_Shc +E24P binds PI3K <--> E24P_PI3K +E24P binds RasGAP <--> E24P_RasGAP +E34P binds Grb2 <--> E34P_Grb2 +E34P binds Shc <--> E34P_Shc +E34P binds PI3K <--> E34P_PI3K +E34P binds RasGAP <--> E34P_RasGAP +E44P binds Grb2 <--> E44P_Grb2 +E44P binds Shc <--> E44P_Shc +E44P binds PI3K <--> E44P_PI3K +E44P binds RasGAP <--> E44P_RasGAP +E11P_Shc binds Grb2 <--> E11P_Shc_Grb2 +E12P_Shc binds Grb2 <--> E12P_Shc_Grb2 |38| +E23P_Shc binds Grb2 <--> E23P_Shc_Grb2 |38| +E24P_Shc binds Grb2 <--> E24P_Shc_Grb2 |38| +E34P_Shc binds Grb2 <--> E34P_Shc_Grb2 |38| +E44P_Shc binds Grb2 <--> E44P_Shc_Grb2 |38| +E11P_Shc_Grb2 is phosphorylated <--> E11P_ShcP_Grb2 | kr = 0 +E12P_Shc_Grb2 is phosphorylated <--> E12P_ShcP_Grb2 |44| +E23P_Shc_Grb2 is phosphorylated <--> E23P_ShcP_Grb2 |44| +E24P_Shc_Grb2 is phosphorylated <--> E24P_ShcP_Grb2 |44| +E34P_Shc_Grb2 is phosphorylated <--> E34P_ShcP_Grb2 |44| +E44P_Shc_Grb2 is phosphorylated <--> E44P_ShcP_Grb2 |44| +E11P_ShcP_Grb2 binds PTP1B <--> E11P_ShcP_Grb2_PTP1B || PTP1B = 1 +E12P_ShcP_Grb2 binds PTP1B <--> E12P_ShcP_Grb2_PTP1B |50| +E23P_ShcP_Grb2 binds PTP1B <--> E23P_ShcP_Grb2_PTP1B |50| +E24P_ShcP_Grb2 binds PTP1B <--> E24P_ShcP_Grb2_PTP1B |50| +E34P_ShcP_Grb2 binds PTP1B <--> E34P_ShcP_Grb2_PTP1B |50| +E44P_ShcP_Grb2 binds PTP1B <--> E44P_ShcP_Grb2_PTP1B |50| E11P_ShcP_Grb2_PTP1B is dissociated into E11P_Shc_Grb2 and PTP1B | kr = 0 E12P_ShcP_Grb2_PTP1B is dissociated into E12P_Shc_Grb2 and PTP1B |56| E23P_ShcP_Grb2_PTP1B is dissociated into E23P_Shc_Grb2 and PTP1B |56| E24P_ShcP_Grb2_PTP1B is dissociated into E24P_Shc_Grb2 and PTP1B |56| E34P_ShcP_Grb2_PTP1B is dissociated into E34P_Shc_Grb2 and PTP1B |56| E44P_ShcP_Grb2_PTP1B is dissociated into E44P_Shc_Grb2 and PTP1B |56| -E11P_Grb2 binds SOS --> E11P_Grb2_SOS || SOS = 1 -E12P_Grb2 binds SOS --> E12P_Grb2_SOS |62| -E23P_Grb2 binds SOS --> E23P_Grb2_SOS |62| -E24P_Grb2 binds SOS --> E24P_Grb2_SOS |62| -E34P_Grb2 binds SOS --> E34P_Grb2_SOS |62| -E44P_Grb2 binds SOS --> E44P_Grb2_SOS |62| -E11P_ShcP_Grb2 binds SOS --> E11P_ShcP_Grb2_SOS |62| -E12P_ShcP_Grb2 binds SOS --> E12P_ShcP_Grb2_SOS |62| -E23P_ShcP_Grb2 binds SOS --> E23P_ShcP_Grb2_SOS |62| -E24P_ShcP_Grb2 binds SOS --> E24P_ShcP_Grb2_SOS |62| -E34P_ShcP_Grb2 binds SOS --> E34P_ShcP_Grb2_SOS |62| -E44P_ShcP_Grb2 binds SOS --> E44P_ShcP_Grb2_SOS |62| -E11P_Grb2 binds Gab1 --> E11P_Grb2_Gab1 || Gab1 = 1 -E12P_Grb2 binds Gab1 --> E12P_Grb2_Gab1 |74| -E23P_Grb2 binds Gab1 --> E23P_Grb2_Gab1 |74| -E24P_Grb2 binds Gab1 --> E24P_Grb2_Gab1 |74| -E34P_Grb2 binds Gab1 --> E34P_Grb2_Gab1 |74| -E44P_Grb2 binds Gab1 --> E44P_Grb2_Gab1 |74| -E11P_ShcP_Grb2 binds Gab1 --> E11P_ShcP_Grb2_Gab1 |74| -E12P_ShcP_Grb2 binds Gab1 --> E12P_ShcP_Grb2_Gab1 |74| -E23P_ShcP_Grb2 binds Gab1 --> E23P_ShcP_Grb2_Gab1 |74| -E24P_ShcP_Grb2 binds Gab1 --> E24P_ShcP_Grb2_Gab1 |74| -E34P_ShcP_Grb2 binds Gab1 --> E34P_ShcP_Grb2_Gab1 |74| -E44P_ShcP_Grb2 binds Gab1 --> E44P_ShcP_Grb2_Gab1 |74| -E11P_Grb2_SOS binds RasGDP --> E11P_Grb2_SOS_RasGDP || RasGDP = 1 -E12P_Grb2_SOS binds RasGDP --> E12P_Grb2_SOS_RasGDP |86| -E23P_Grb2_SOS binds RasGDP --> E23P_Grb2_SOS_RasGDP |86| -E24P_Grb2_SOS binds RasGDP --> E24P_Grb2_SOS_RasGDP |86| -E34P_Grb2_SOS binds RasGDP --> E34P_Grb2_SOS_RasGDP |86| -E44P_Grb2_SOS binds RasGDP --> E44P_Grb2_SOS_RasGDP |86| -E11P_ShcP_Grb2_SOS binds RasGDP --> E11P_ShcP_Grb2_SOS_RasGDP |86| -E12P_ShcP_Grb2_SOS binds RasGDP --> E12P_ShcP_Grb2_SOS_RasGDP |86| -E23P_ShcP_Grb2_SOS binds RasGDP --> E23P_ShcP_Grb2_SOS_RasGDP |86| -E24P_ShcP_Grb2_SOS binds RasGDP --> E24P_ShcP_Grb2_SOS_RasGDP |86| -E34P_ShcP_Grb2_SOS binds RasGDP --> E34P_ShcP_Grb2_SOS_RasGDP |86| -E44P_ShcP_Grb2_SOS binds RasGDP --> E44P_ShcP_Grb2_SOS_RasGDP |86| +E11P_Grb2 binds SOS <--> E11P_Grb2_SOS || SOS = 1 +E12P_Grb2 binds SOS <--> E12P_Grb2_SOS |62| +E23P_Grb2 binds SOS <--> E23P_Grb2_SOS |62| +E24P_Grb2 binds SOS <--> E24P_Grb2_SOS |62| +E34P_Grb2 binds SOS <--> E34P_Grb2_SOS |62| +E44P_Grb2 binds SOS <--> E44P_Grb2_SOS |62| +E11P_ShcP_Grb2 binds SOS <--> E11P_ShcP_Grb2_SOS |62| +E12P_ShcP_Grb2 binds SOS <--> E12P_ShcP_Grb2_SOS |62| +E23P_ShcP_Grb2 binds SOS <--> E23P_ShcP_Grb2_SOS |62| +E24P_ShcP_Grb2 binds SOS <--> E24P_ShcP_Grb2_SOS |62| +E34P_ShcP_Grb2 binds SOS <--> E34P_ShcP_Grb2_SOS |62| +E44P_ShcP_Grb2 binds SOS <--> E44P_ShcP_Grb2_SOS |62| +E11P_Grb2 binds Gab1 <--> E11P_Grb2_Gab1 || Gab1 = 1 +E12P_Grb2 binds Gab1 <--> E12P_Grb2_Gab1 |74| +E23P_Grb2 binds Gab1 <--> E23P_Grb2_Gab1 |74| +E24P_Grb2 binds Gab1 <--> E24P_Grb2_Gab1 |74| +E34P_Grb2 binds Gab1 <--> E34P_Grb2_Gab1 |74| +E44P_Grb2 binds Gab1 <--> E44P_Grb2_Gab1 |74| +E11P_ShcP_Grb2 binds Gab1 <--> E11P_ShcP_Grb2_Gab1 |74| +E12P_ShcP_Grb2 binds Gab1 <--> E12P_ShcP_Grb2_Gab1 |74| +E23P_ShcP_Grb2 binds Gab1 <--> E23P_ShcP_Grb2_Gab1 |74| +E24P_ShcP_Grb2 binds Gab1 <--> E24P_ShcP_Grb2_Gab1 |74| +E34P_ShcP_Grb2 binds Gab1 <--> E34P_ShcP_Grb2_Gab1 |74| +E44P_ShcP_Grb2 binds Gab1 <--> E44P_ShcP_Grb2_Gab1 |74| +E11P_Grb2_SOS binds RasGDP <--> E11P_Grb2_SOS_RasGDP || RasGDP = 1 +E12P_Grb2_SOS binds RasGDP <--> E12P_Grb2_SOS_RasGDP |86| +E23P_Grb2_SOS binds RasGDP <--> E23P_Grb2_SOS_RasGDP |86| +E24P_Grb2_SOS binds RasGDP <--> E24P_Grb2_SOS_RasGDP |86| +E34P_Grb2_SOS binds RasGDP <--> E34P_Grb2_SOS_RasGDP |86| +E44P_Grb2_SOS binds RasGDP <--> E44P_Grb2_SOS_RasGDP |86| +E11P_ShcP_Grb2_SOS binds RasGDP <--> E11P_ShcP_Grb2_SOS_RasGDP |86| +E12P_ShcP_Grb2_SOS binds RasGDP <--> E12P_ShcP_Grb2_SOS_RasGDP |86| +E23P_ShcP_Grb2_SOS binds RasGDP <--> E23P_ShcP_Grb2_SOS_RasGDP |86| +E24P_ShcP_Grb2_SOS binds RasGDP <--> E24P_ShcP_Grb2_SOS_RasGDP |86| +E34P_ShcP_Grb2_SOS binds RasGDP <--> E34P_ShcP_Grb2_SOS_RasGDP |86| +E44P_ShcP_Grb2_SOS binds RasGDP <--> E44P_ShcP_Grb2_SOS_RasGDP |86| E11P_Grb2_SOS_RasGDP is dissociated into E11P_Grb2_SOS and RasGTP | kr = 0 E12P_Grb2_SOS_RasGDP is dissociated into E12P_Grb2_SOS and RasGTP |98| E23P_Grb2_SOS_RasGDP is dissociated into E23P_Grb2_SOS and RasGTP |98| @@ -119,32 +119,32 @@ ERKPP phosphorylates SOS --> SOSP SOSP is dephosphorylated --> SOS ERKPP phosphorylates Gab1 --> Gab1P Gab1P is dephosphorylated --> Gab1 -E11P_Grb2_Gab1 is phosphorylated --> E11P_Grb2_Gab1P | kr = 0 -E12P_Grb2_Gab1 is phosphorylated --> E12P_Grb2_Gab1P |122| -E23P_Grb2_Gab1 is phosphorylated --> E23P_Grb2_Gab1P |122| -E24P_Grb2_Gab1 is phosphorylated --> E24P_Grb2_Gab1P |122| -E34P_Grb2_Gab1 is phosphorylated --> E34P_Grb2_Gab1P |122| -E44P_Grb2_Gab1 is phosphorylated --> E44P_Grb2_Gab1P |122| -E11P_ShcP_Grb2_Gab1 is phosphorylated --> E11P_ShcP_Grb2_Gab1P |122| -E12P_ShcP_Grb2_Gab1 is phosphorylated --> E12P_ShcP_Grb2_Gab1P |122| -E23P_ShcP_Grb2_Gab1 is phosphorylated --> E23P_ShcP_Grb2_Gab1P |122| -E24P_ShcP_Grb2_Gab1 is phosphorylated --> E24P_ShcP_Grb2_Gab1P |122| -E34P_ShcP_Grb2_Gab1 is phosphorylated --> E34P_ShcP_Grb2_Gab1P |122| -E44P_ShcP_Grb2_Gab1 is phosphorylated --> E44P_ShcP_Grb2_Gab1P |122| -PIP3_Gab1 is phosphorylated --> PIP3_Gab1P |122| -E11P_Grb2_Gab1P binds PTP1B --> E11P_Grb2_Gab1P_PTP1B -E12P_Grb2_Gab1P binds PTP1B --> E12P_Grb2_Gab1P_PTP1B |135| -E23P_Grb2_Gab1P binds PTP1B --> E23P_Grb2_Gab1P_PTP1B |135| -E24P_Grb2_Gab1P binds PTP1B --> E24P_Grb2_Gab1P_PTP1B |135| -E34P_Grb2_Gab1P binds PTP1B --> E34P_Grb2_Gab1P_PTP1B |135| -E44P_Grb2_Gab1P binds PTP1B --> E44P_Grb2_Gab1P_PTP1B |135| -E11P_ShcP_Grb2_Gab1P binds PTP1B --> E11P_ShcP_Grb2_Gab1P_PTP1B |135| -E12P_ShcP_Grb2_Gab1P binds PTP1B --> E12P_ShcP_Grb2_Gab1P_PTP1B |135| -E23P_ShcP_Grb2_Gab1P binds PTP1B --> E23P_ShcP_Grb2_Gab1P_PTP1B |135| -E24P_ShcP_Grb2_Gab1P binds PTP1B --> E24P_ShcP_Grb2_Gab1P_PTP1B |135| -E34P_ShcP_Grb2_Gab1P binds PTP1B --> E34P_ShcP_Grb2_Gab1P_PTP1B |135| -E44P_ShcP_Grb2_Gab1P binds PTP1B --> E44P_ShcP_Grb2_Gab1P_PTP1B |135| -PIP3_Gab1P binds PTP1B --> PIP3_Gab1P_PTP1B |135| +E11P_Grb2_Gab1 is phosphorylated <--> E11P_Grb2_Gab1P | kr = 0 +E12P_Grb2_Gab1 is phosphorylated <--> E12P_Grb2_Gab1P |122| +E23P_Grb2_Gab1 is phosphorylated <--> E23P_Grb2_Gab1P |122| +E24P_Grb2_Gab1 is phosphorylated <--> E24P_Grb2_Gab1P |122| +E34P_Grb2_Gab1 is phosphorylated <--> E34P_Grb2_Gab1P |122| +E44P_Grb2_Gab1 is phosphorylated <--> E44P_Grb2_Gab1P |122| +E11P_ShcP_Grb2_Gab1 is phosphorylated <--> E11P_ShcP_Grb2_Gab1P |122| +E12P_ShcP_Grb2_Gab1 is phosphorylated <--> E12P_ShcP_Grb2_Gab1P |122| +E23P_ShcP_Grb2_Gab1 is phosphorylated <--> E23P_ShcP_Grb2_Gab1P |122| +E24P_ShcP_Grb2_Gab1 is phosphorylated <--> E24P_ShcP_Grb2_Gab1P |122| +E34P_ShcP_Grb2_Gab1 is phosphorylated <--> E34P_ShcP_Grb2_Gab1P |122| +E44P_ShcP_Grb2_Gab1 is phosphorylated <--> E44P_ShcP_Grb2_Gab1P |122| +PIP3_Gab1 is phosphorylated <--> PIP3_Gab1P |122| +E11P_Grb2_Gab1P binds PTP1B <--> E11P_Grb2_Gab1P_PTP1B +E12P_Grb2_Gab1P binds PTP1B <--> E12P_Grb2_Gab1P_PTP1B |135| +E23P_Grb2_Gab1P binds PTP1B <--> E23P_Grb2_Gab1P_PTP1B |135| +E24P_Grb2_Gab1P binds PTP1B <--> E24P_Grb2_Gab1P_PTP1B |135| +E34P_Grb2_Gab1P binds PTP1B <--> E34P_Grb2_Gab1P_PTP1B |135| +E44P_Grb2_Gab1P binds PTP1B <--> E44P_Grb2_Gab1P_PTP1B |135| +E11P_ShcP_Grb2_Gab1P binds PTP1B <--> E11P_ShcP_Grb2_Gab1P_PTP1B |135| +E12P_ShcP_Grb2_Gab1P binds PTP1B <--> E12P_ShcP_Grb2_Gab1P_PTP1B |135| +E23P_ShcP_Grb2_Gab1P binds PTP1B <--> E23P_ShcP_Grb2_Gab1P_PTP1B |135| +E24P_ShcP_Grb2_Gab1P binds PTP1B <--> E24P_ShcP_Grb2_Gab1P_PTP1B |135| +E34P_ShcP_Grb2_Gab1P binds PTP1B <--> E34P_ShcP_Grb2_Gab1P_PTP1B |135| +E44P_ShcP_Grb2_Gab1P binds PTP1B <--> E44P_ShcP_Grb2_Gab1P_PTP1B |135| +PIP3_Gab1P binds PTP1B <--> PIP3_Gab1P_PTP1B |135| E11P_Grb2_Gab1P_PTP1B is dissociated into E11P_Grb2_Gab1 and PTP1B | kr = 0 E12P_Grb2_Gab1P_PTP1B is dissociated into E12P_Grb2_Gab1 and PTP1B |148| E23P_Grb2_Gab1P_PTP1B is dissociated into E23P_Grb2_Gab1 and PTP1B |148| @@ -158,38 +158,38 @@ E24P_ShcP_Grb2_Gab1P_PTP1B is dissociated into E24P_ShcP_Grb2_Gab1 and PTP1B |14 E34P_ShcP_Grb2_Gab1P_PTP1B is dissociated into E34P_ShcP_Grb2_Gab1 and PTP1B |148| E44P_ShcP_Grb2_Gab1P_PTP1B is dissociated into E44P_ShcP_Grb2_Gab1 and PTP1B |148| PIP3_Gab1P_PTP1B is dissociated into PIP3_Gab1 and PTP1B |148| -E11P_Grb2_Gab1P binds RasGAP --> E11P_Grb2_Gab1P_RasGAP -E12P_Grb2_Gab1P binds RasGAP --> E12P_Grb2_Gab1P_RasGAP |161| -E23P_Grb2_Gab1P binds RasGAP --> E23P_Grb2_Gab1P_RasGAP |161| -E24P_Grb2_Gab1P binds RasGAP --> E24P_Grb2_Gab1P_RasGAP |161| -E34P_Grb2_Gab1P binds RasGAP --> E34P_Grb2_Gab1P_RasGAP |161| -E44P_Grb2_Gab1P binds RasGAP --> E44P_Grb2_Gab1P_RasGAP |161| -E11P_ShcP_Grb2_Gab1P binds RasGAP --> E11P_ShcP_Grb2_Gab1P_RasGAP |161| -E12P_ShcP_Grb2_Gab1P binds RasGAP --> E12P_ShcP_Grb2_Gab1P_RasGAP |161| -E23P_ShcP_Grb2_Gab1P binds RasGAP --> E23P_ShcP_Grb2_Gab1P_RasGAP |161| -E24P_ShcP_Grb2_Gab1P binds RasGAP --> E24P_ShcP_Grb2_Gab1P_RasGAP |161| -E34P_ShcP_Grb2_Gab1P binds RasGAP --> E34P_ShcP_Grb2_Gab1P_RasGAP |161| -E44P_ShcP_Grb2_Gab1P binds RasGAP --> E44P_ShcP_Grb2_Gab1P_RasGAP |161| -PIP3_Gab1P binds RasGAP --> PIP3_Gab1P_RasGAP |161| -E11P_RasGAP binds RasGTP --> E11P_RasGAP_RasGTP -E12P_RasGAP binds RasGTP --> E12P_RasGAP_RasGTP |174| -E23P_RasGAP binds RasGTP --> E23P_RasGAP_RasGTP |174| -E24P_RasGAP binds RasGTP --> E24P_RasGAP_RasGTP |174| -E34P_RasGAP binds RasGTP --> E34P_RasGAP_RasGTP |174| -E44P_RasGAP binds RasGTP --> E44P_RasGAP_RasGTP |174| -E11P_Grb2_Gab1P_RasGAP binds RasGTP --> E11P_Grb2_Gab1P_RasGAP_RasGTP |174| -E12P_Grb2_Gab1P_RasGAP binds RasGTP --> E12P_Grb2_Gab1P_RasGAP_RasGTP |174| -E23P_Grb2_Gab1P_RasGAP binds RasGTP --> E23P_Grb2_Gab1P_RasGAP_RasGTP |174| -E24P_Grb2_Gab1P_RasGAP binds RasGTP --> E24P_Grb2_Gab1P_RasGAP_RasGTP |174| -E34P_Grb2_Gab1P_RasGAP binds RasGTP --> E34P_Grb2_Gab1P_RasGAP_RasGTP |174| -E44P_Grb2_Gab1P_RasGAP binds RasGTP --> E44P_Grb2_Gab1P_RasGAP_RasGTP |174| -E11P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP --> E11P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| -E12P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP --> E12P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| -E23P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP --> E23P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| -E24P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP --> E24P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| -E34P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP --> E34P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| -E44P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP --> E44P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| -PIP3_Gab1P_RasGAP binds RasGTP --> PIP3_Gab1P_RasGAP_RasGTP |174| +E11P_Grb2_Gab1P binds RasGAP <--> E11P_Grb2_Gab1P_RasGAP +E12P_Grb2_Gab1P binds RasGAP <--> E12P_Grb2_Gab1P_RasGAP |161| +E23P_Grb2_Gab1P binds RasGAP <--> E23P_Grb2_Gab1P_RasGAP |161| +E24P_Grb2_Gab1P binds RasGAP <--> E24P_Grb2_Gab1P_RasGAP |161| +E34P_Grb2_Gab1P binds RasGAP <--> E34P_Grb2_Gab1P_RasGAP |161| +E44P_Grb2_Gab1P binds RasGAP <--> E44P_Grb2_Gab1P_RasGAP |161| +E11P_ShcP_Grb2_Gab1P binds RasGAP <--> E11P_ShcP_Grb2_Gab1P_RasGAP |161| +E12P_ShcP_Grb2_Gab1P binds RasGAP <--> E12P_ShcP_Grb2_Gab1P_RasGAP |161| +E23P_ShcP_Grb2_Gab1P binds RasGAP <--> E23P_ShcP_Grb2_Gab1P_RasGAP |161| +E24P_ShcP_Grb2_Gab1P binds RasGAP <--> E24P_ShcP_Grb2_Gab1P_RasGAP |161| +E34P_ShcP_Grb2_Gab1P binds RasGAP <--> E34P_ShcP_Grb2_Gab1P_RasGAP |161| +E44P_ShcP_Grb2_Gab1P binds RasGAP <--> E44P_ShcP_Grb2_Gab1P_RasGAP |161| +PIP3_Gab1P binds RasGAP <--> PIP3_Gab1P_RasGAP |161| +E11P_RasGAP binds RasGTP <--> E11P_RasGAP_RasGTP +E12P_RasGAP binds RasGTP <--> E12P_RasGAP_RasGTP |174| +E23P_RasGAP binds RasGTP <--> E23P_RasGAP_RasGTP |174| +E24P_RasGAP binds RasGTP <--> E24P_RasGAP_RasGTP |174| +E34P_RasGAP binds RasGTP <--> E34P_RasGAP_RasGTP |174| +E44P_RasGAP binds RasGTP <--> E44P_RasGAP_RasGTP |174| +E11P_Grb2_Gab1P_RasGAP binds RasGTP <--> E11P_Grb2_Gab1P_RasGAP_RasGTP |174| +E12P_Grb2_Gab1P_RasGAP binds RasGTP <--> E12P_Grb2_Gab1P_RasGAP_RasGTP |174| +E23P_Grb2_Gab1P_RasGAP binds RasGTP <--> E23P_Grb2_Gab1P_RasGAP_RasGTP |174| +E24P_Grb2_Gab1P_RasGAP binds RasGTP <--> E24P_Grb2_Gab1P_RasGAP_RasGTP |174| +E34P_Grb2_Gab1P_RasGAP binds RasGTP <--> E34P_Grb2_Gab1P_RasGAP_RasGTP |174| +E44P_Grb2_Gab1P_RasGAP binds RasGTP <--> E44P_Grb2_Gab1P_RasGAP_RasGTP |174| +E11P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP <--> E11P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| +E12P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP <--> E12P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| +E23P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP <--> E23P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| +E24P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP <--> E24P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| +E34P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP <--> E34P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| +E44P_ShcP_Grb2_Gab1P_RasGAP binds RasGTP <--> E44P_ShcP_Grb2_Gab1P_RasGAP_RasGTP |174| +PIP3_Gab1P_RasGAP binds RasGTP <--> PIP3_Gab1P_RasGAP_RasGTP |174| E11P_RasGAP_RasGTP is dissociated into E11P_RasGAP and RasGDP | kr = 0 E12P_RasGAP_RasGTP is dissociated into E12P_RasGAP and RasGDP |193| E23P_RasGAP_RasGTP is dissociated into E23P_RasGAP and RasGDP |193| @@ -209,36 +209,36 @@ E24P_ShcP_Grb2_Gab1P_RasGAP_RasGTP is dissociated into E24P_ShcP_Grb2_Gab1P_RasG E34P_ShcP_Grb2_Gab1P_RasGAP_RasGTP is dissociated into E34P_ShcP_Grb2_Gab1P_RasGAP and RasGDP |193| E44P_ShcP_Grb2_Gab1P_RasGAP_RasGTP is dissociated into E44P_ShcP_Grb2_Gab1P_RasGAP and RasGDP |193| PIP3_Gab1P_RasGAP_RasGTP is dissociated into PIP3_Gab1P_RasGAP and RasGDP |193| -E11P_Grb2_Gab1P binds PI3K --> E11P_Grb2_Gab1P_PI3K -E12P_Grb2_Gab1P binds PI3K --> E12P_Grb2_Gab1P_PI3K |212| -E23P_Grb2_Gab1P binds PI3K --> E23P_Grb2_Gab1P_PI3K |212| -E24P_Grb2_Gab1P binds PI3K --> E24P_Grb2_Gab1P_PI3K |212| -E34P_Grb2_Gab1P binds PI3K --> E34P_Grb2_Gab1P_PI3K |212| -E44P_Grb2_Gab1P binds PI3K --> E44P_Grb2_Gab1P_PI3K |212| -E11P_ShcP_Grb2_Gab1P binds PI3K --> E11P_ShcP_Grb2_Gab1P_PI3K |212| -E12P_ShcP_Grb2_Gab1P binds PI3K --> E12P_ShcP_Grb2_Gab1P_PI3K |212| -E23P_ShcP_Grb2_Gab1P binds PI3K --> E23P_ShcP_Grb2_Gab1P_PI3K |212| -E24P_ShcP_Grb2_Gab1P binds PI3K --> E24P_ShcP_Grb2_Gab1P_PI3K |212| -E34P_ShcP_Grb2_Gab1P binds PI3K --> E34P_ShcP_Grb2_Gab1P_PI3K |212| -E44P_ShcP_Grb2_Gab1P binds PI3K --> E44P_ShcP_Grb2_Gab1P_PI3K |212| -PIP3_Gab1P binds PI3K --> PIP3_Gab1P_PI3K |212| -E23P_PI3K binds PIP2 --> E23P_PI3K_PIP2 || PIP2 = 1 -E24P_PI3K binds PIP2 --> E24P_PI3K_PIP2 |225| -E34P_PI3K binds PIP2 --> E34P_PI3K_PIP2 |225| -E44P_PI3K binds PIP2 --> E44P_PI3K_PIP2 |225| -E11P_Grb2_Gab1P_PI3K binds PIP2 --> E11P_Grb2_Gab1P_PI3K_PIP2 |225| -E12P_Grb2_Gab1P_PI3K binds PIP2 --> E12P_Grb2_Gab1P_PI3K_PIP2 |225| -E23P_Grb2_Gab1P_PI3K binds PIP2 --> E23P_Grb2_Gab1P_PI3K_PIP2 |225| -E24P_Grb2_Gab1P_PI3K binds PIP2 --> E24P_Grb2_Gab1P_PI3K_PIP2 |225| -E34P_Grb2_Gab1P_PI3K binds PIP2 --> E34P_Grb2_Gab1P_PI3K_PIP2 |225| -E44P_Grb2_Gab1P_PI3K binds PIP2 --> E44P_Grb2_Gab1P_PI3K_PIP2 |225| -E11P_ShcP_Grb2_Gab1P_PI3K binds PIP2 --> E11P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| -E12P_ShcP_Grb2_Gab1P_PI3K binds PIP2 --> E12P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| -E23P_ShcP_Grb2_Gab1P_PI3K binds PIP2 --> E23P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| -E24P_ShcP_Grb2_Gab1P_PI3K binds PIP2 --> E24P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| -E34P_ShcP_Grb2_Gab1P_PI3K binds PIP2 --> E34P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| -E44P_ShcP_Grb2_Gab1P_PI3K binds PIP2 --> E44P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| -PIP3_Gab1P_PI3K binds PIP2 --> PIP3_Gab1P_PI3K_PIP2 |225| +E11P_Grb2_Gab1P binds PI3K <--> E11P_Grb2_Gab1P_PI3K +E12P_Grb2_Gab1P binds PI3K <--> E12P_Grb2_Gab1P_PI3K |212| +E23P_Grb2_Gab1P binds PI3K <--> E23P_Grb2_Gab1P_PI3K |212| +E24P_Grb2_Gab1P binds PI3K <--> E24P_Grb2_Gab1P_PI3K |212| +E34P_Grb2_Gab1P binds PI3K <--> E34P_Grb2_Gab1P_PI3K |212| +E44P_Grb2_Gab1P binds PI3K <--> E44P_Grb2_Gab1P_PI3K |212| +E11P_ShcP_Grb2_Gab1P binds PI3K <--> E11P_ShcP_Grb2_Gab1P_PI3K |212| +E12P_ShcP_Grb2_Gab1P binds PI3K <--> E12P_ShcP_Grb2_Gab1P_PI3K |212| +E23P_ShcP_Grb2_Gab1P binds PI3K <--> E23P_ShcP_Grb2_Gab1P_PI3K |212| +E24P_ShcP_Grb2_Gab1P binds PI3K <--> E24P_ShcP_Grb2_Gab1P_PI3K |212| +E34P_ShcP_Grb2_Gab1P binds PI3K <--> E34P_ShcP_Grb2_Gab1P_PI3K |212| +E44P_ShcP_Grb2_Gab1P binds PI3K <--> E44P_ShcP_Grb2_Gab1P_PI3K |212| +PIP3_Gab1P binds PI3K <--> PIP3_Gab1P_PI3K |212| +E23P_PI3K binds PIP2 <--> E23P_PI3K_PIP2 || PIP2 = 1 +E24P_PI3K binds PIP2 <--> E24P_PI3K_PIP2 |225| +E34P_PI3K binds PIP2 <--> E34P_PI3K_PIP2 |225| +E44P_PI3K binds PIP2 <--> E44P_PI3K_PIP2 |225| +E11P_Grb2_Gab1P_PI3K binds PIP2 <--> E11P_Grb2_Gab1P_PI3K_PIP2 |225| +E12P_Grb2_Gab1P_PI3K binds PIP2 <--> E12P_Grb2_Gab1P_PI3K_PIP2 |225| +E23P_Grb2_Gab1P_PI3K binds PIP2 <--> E23P_Grb2_Gab1P_PI3K_PIP2 |225| +E24P_Grb2_Gab1P_PI3K binds PIP2 <--> E24P_Grb2_Gab1P_PI3K_PIP2 |225| +E34P_Grb2_Gab1P_PI3K binds PIP2 <--> E34P_Grb2_Gab1P_PI3K_PIP2 |225| +E44P_Grb2_Gab1P_PI3K binds PIP2 <--> E44P_Grb2_Gab1P_PI3K_PIP2 |225| +E11P_ShcP_Grb2_Gab1P_PI3K binds PIP2 <--> E11P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| +E12P_ShcP_Grb2_Gab1P_PI3K binds PIP2 <--> E12P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| +E23P_ShcP_Grb2_Gab1P_PI3K binds PIP2 <--> E23P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| +E24P_ShcP_Grb2_Gab1P_PI3K binds PIP2 <--> E24P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| +E34P_ShcP_Grb2_Gab1P_PI3K binds PIP2 <--> E34P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| +E44P_ShcP_Grb2_Gab1P_PI3K binds PIP2 <--> E44P_ShcP_Grb2_Gab1P_PI3K_PIP2 |225| +PIP3_Gab1P_PI3K binds PIP2 <--> PIP3_Gab1P_PI3K_PIP2 |225| E23P_PI3K_PIP2 is dissociated into E23P_PI3K and PIP3 | kr = 0 E24P_PI3K_PIP2 is dissociated into E24P_PI3K and PIP3 |242| E34P_PI3K_PIP2 is dissociated into E34P_PI3K and PIP3 |242| @@ -256,7 +256,7 @@ E24P_ShcP_Grb2_Gab1P_PI3K_PIP2 is dissociated into E24P_ShcP_Grb2_Gab1P_PI3K and E34P_ShcP_Grb2_Gab1P_PI3K_PIP2 is dissociated into E34P_ShcP_Grb2_Gab1P_PI3K and PIP3 |242| E44P_ShcP_Grb2_Gab1P_PI3K_PIP2 is dissociated into E44P_ShcP_Grb2_Gab1P_PI3K and PIP3 |242| PIP3_Gab1P_PI3K_PIP2 is dissociated into PIP3_Gab1P_PI3K and PIP3 |242| -PIP3 binds Gab1 --> PIP3_Gab1 +PIP3 binds Gab1 <--> PIP3_Gab1 PTEN dephosphorylates PIP3 --> PIP2 || PTEN = 1 PIP3 phosphorylates Akt --> AktP || Akt = 1 AktP is dephosphorylated --> Akt @@ -289,26 +289,26 @@ E11P_ShcP_Grb2_Gab1P_RasGAP_RasGTP is degraded |268| E11P_Grb2_Gab1P_PI3K is degraded |268| E11P_ShcP_Grb2_Gab1P_PI3K is degraded |268| ERKPP transcribes PreduspmRNA | const n = 1 -PreduspmRNA is translocated from nucleus into cytoplasm (0.22, 0.94) --> duspmRNA | kr = 0 +PreduspmRNA is translocated from nucleus into cytoplasm (0.22, 0.94) <--> duspmRNA | kr = 0 duspmRNA is translated into DUSP duspmRNA is degraded ERKPP phosphorylates DUSP --> DUSPP DUSP is degraded DUSPP is degraded -ERKPP binds DUSP --> DUSP_ERKPP +ERKPP binds DUSP <--> DUSP_ERKPP DUSP_ERKPP is dissociated into ERKP and DUSP -ERKP binds DUSP --> DUSP_ERKP +ERKP binds DUSP <--> DUSP_ERKP DUSP_ERKP is dissociated into ERK and DUSP -ERK binds DUSP --> DUSP_ERK -ERKPP binds DUSPP --> DUSPP_ERKPP |298| +ERK binds DUSP <--> DUSP_ERK +ERKPP binds DUSPP <--> DUSPP_ERKPP |298| DUSPP_ERKPP is dissociated into ERKP and DUSPP |299| -ERKP binds DUSPP --> DUSPP_ERKP |300| +ERKP binds DUSPP <--> DUSPP_ERKP |300| DUSPP_ERKP is dissociated into ERK and DUSPP |301| -ERK binds DUSPP --> DUSPP_ERK |302| +ERK binds DUSPP <--> DUSPP_ERK |302| AktP phosphorylates GSK3b --> GSK3bP || GSK3b = 1 GSK3bP is dephosphorylated --> GSK3b ERKPP transcribes PrecmycmRNA, repressed by cMycP | const n = 1, const nF = 1 -PrecmycmRNA is translocated from nucleus into cytoplasm (0.22, 0.94) --> cmycmRNA | kr = 0 +PrecmycmRNA is translocated from nucleus into cytoplasm (0.22, 0.94) <--> cmycmRNA | kr = 0 cmycmRNA is degraded cmycmRNA is translated into cMyc ERKPP phosphorylates cMyc --> cMycP From 909adb7adb5c6f88c8a923892d15830956a321dc Mon Sep 17 00:00:00 2001 From: himoto <31299606+himoto@users.noreply.github.com> Date: Wed, 17 Nov 2021 16:22:04 +0000 Subject: [PATCH 4/7] Add social-preview --- resources/images/social-preview-pasmopy.png | Bin 0 -> 131210 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 resources/images/social-preview-pasmopy.png diff --git a/resources/images/social-preview-pasmopy.png b/resources/images/social-preview-pasmopy.png new file mode 100644 index 0000000000000000000000000000000000000000..7d72ac1fc36934f16ffbd4666ac573bbb3b16588 GIT binary patch literal 131210 zcmeFZ_dA>6+XsxMMb)lRv$odWo1!RcRqa*O9zkk{phoSs_TH=Z-g~tKtv!OGVvpDf z;!VHL^L*dm-ap_y>NsxqojX^KT)FOZUFZ4voRQj^DufSd9%5l(5vsm=`34K?z62H) zPBz{H%pKPsj4hZGHt3Ct0#?;H-45o3kBy;B&%m_rtu_P^K4 z*qm7R{&OD(3oF6_3-G^VG%@GDf618R?`Qt!d@mRKe@A2P<>LI`==&16_x|r1C;RWm zTvgZ~V@~*PuZ%!gSX5+x4{W=fNzAlgV5z>8f9r$2pM~3Es@M8L@#%e>JSu#)7f54G77m;8ynwQ;^{j7d{x)X|DD0#Bx)N|8G~ek*8i;T zLc%ldF2iYEeJZ7V&+r}#xjYXph?hk*vx--wZu4nMBL;NS)8*+Se^D72+ostBzDnF= zrU|&%PtcUynN(Aq2Xg6@Eo%fe*6&6$4aYOefu~D#ggCEDIU#n|&u%(dp9XiSzbor9 z`Jm4GKMKAL0nGml{9>%3cubb$zx76)r;z}qZ;9CT#UW>ZP2F@hsa`GVbNpM+q2Np6 zcH~06-KzJ3P0H92a`OC+OjuHu#FSpmKY(0e^nGHKwKL0po)@E-D{L*prD?&0W{gGM zpmTzJ{!3TwhiM%7?=mt*8J7Lwl`oCF)JKk|225=mR+HCCmzcZTzMPlgIaSmS8OIcL zepN7_S68KuCHwq>ku~>oJ+WxIQs76djAZf_OZwAr^^{^?Zo?y%@qjeV7z?d5!Oaz3 zYZ^@OYEOeb?CO~a)ynyfbp3(fa4s?CYcX!-lz~SFf(o>Mo{4AyfKm==>yB84k0MxZba~DC)e1QA5Yd;$=^vLe>*9 zmoO^FQqZ#e1q?L7Cbno_uw;pvwfa+5Q4m)l#l#|<^n%5@pzQwkM&vn1U@I~=IoTcZ zmVm7v6ITU<1SyQm{(4PW7YR_V`?L^p*7RcHYe4K^kM}|Ig%x|t{=6^SI z*cV1{H}b64MGytmh==(fbrQe#I=>*jTAb@@qHsa*c+gR`vR}r6nI3F3^TzGvcaz@| zzzkfAc}lXtCqL%iStQ2ib_(E}$HlY6iCg(DzW3v8Hla4K+n~I>@$q!G=-Urp+99o4 zk!IH9Yo9fBAEbycey!4&Z;E$L%)I=%=Sc~@0Z>V{*oZMW@F#Gu+$}+o*e&p$ZS2e+ zS8ETpfY&=~81h4Jzy7F66w+zRO>IC?0&MUPva!^D@ zJag|HiR{{-qIJ4fD)o|7_(+(R(4+$S8at|(j-uSo z;a>`uonp?qt37aT{KwGQd=6FLJ01gnou#)Ke;x#&6uS?8G$mT#qB9p&O-@*n|i}iSCT71oZu+P&)yJe(Qi%#@yhY!VoUk6@-_zGl08oI-l$lu%%J11 zL4ZY-+|?K}cq(zQOAd3J@3tqt1ZmGriulp8O^R9ax|a5Ou=?|uXY5PejfaB!yjkme zJ1Ji@1G7HRUZx(^Jc+x8D)Mz*t($gDv{EYM#JWWvNxEt+$OXw#Cz*9Ieg0w}veI+q z14=)*L7sMpclM{IOM33g)w>b?`J!~7fzk$a*uBXm7OmGVL~2Y%%Q>Iy+5k|h-3J2S zZZj=%EUeGZ+H!{_i=U{!!0{yi&bP9s*@H*6tpS(^uk>+kHP5{%{zxQg|J|{?QZ##P z=NC+TPGg;JkSj{;>$qoRhBE%E+%N!LJN?>Fx3u?%nIa8T zh1hdw;}|DaiJ2H%7N0N+&y+p=Um-KWEeTJ&W|5mS6cO%_#~7h-d#S&8E2ihVp;v2Ik>lj>u%*H%!^Apfon_8**Fn=jjUm97S~%^du+G9dK5Da z@spl*Q67xqP}E(62z?bH#4G|8saxz!G);d#MvDnawZAWrh_ak>;DGmB(R3v{-#3o21C)`xBSPvagMg4qYXOQi1@e2iS9l0R>syMF7^HUxKu( zr38Q3V3GaqzX3_K`eG4Wt+LOo3JMqqGkAPw8a*K{2Fkx^6QJFQRpfYgWBDBiTK~(g zUOo=kY}UVLrS5{kjxBsb|Ous?yw+|gw4V_G3w=rtl5_+!vpeU9~39Erf&Wtt}B>pYt*vdi{` zkEU{&-#qEHUx&~%;$zRUqjw91sBU?ums^&xKUx%cJ0(asOtQ)bH-Es(-B|M83+_&wWHL_!E&h* zg4i8;R_5VHQpuW89ES+vaWNtG;v!eeILJo^!S}DuQntkq6N9Up?|+L}R&7e&9QV($ zqGdy4(ULTc?7R1eMsBx>KOZ&zp#{;KmF<<+w|<;g*S>4ky^FUpkFTpzl^rdR3knoN znN@dQEatS4k%?wl&Nc1|4?HO2^K6l56q|zGUy^r=G*}&lGqfbb8Q_TW)Zy}Rna0G% zh1;Sx*?+yQsK=l0@!A*eSHrhV@WV}hxk#kWS^Ex0%A^+B>{;OM?9A16K3}EIsL%fM z_y*}D=vW1?=xopP<9Tfaz1RF**zeAj7E;;Wk6wP1DWd*e^MPr)%YIykn@JDlWx06j zp@KPmK+xL?s@eSgx0Z->?CWaySjOdP{eXRQ%&zY=5v$*`a)LG5NyY$3=aKL4JvHwyEKkZua@A3w-fg^db@a-CZ6pBNNPT zyVjLPRf3_%^whXGTKYkw)yf{Bb!)lb9$&B*IY#4L*Wq(c_!y@vBZeqZBxp$^d`2mF z?fr+yhCwdy=2&FT^pq=9=3%4sHxl-#{tyXD7X)8r-q;3QB20Qbilbod=K=*pylx{- z>QDtnlId*tjC&_VleQL*df-_!E#BpUiEHcTH?>vr#djYGXPG+rSRHPGsSC#eqz69J zYL*jKR%QzJv~yRaEXuFrC7;qgbNSHsQE8XG@R}#)=;^o>iJ>41$}26c!_}(Sk0j$H zy*rZ9cYuPHV#JMZC_slRcZBzZnwIDb)$U85oACRSk5AglxZl~RJA)-_r-9{IG^Y?{+Mn1v9X6RI6o@ys@1-5>m92%-9nnrkDKi(2}|PyBLHbv^r)^ zHD=KNSUQXF2NL7syCW{ z%VDbfq}XB3$yQg0wOnOj@CMxJFiq1%Vnjj~AZ zmTin59ho5*n00ax;lIO>a2y*E62>`wxi`JZ2wjTc2i`r?;1D72nnDCaX1YRG@g{dY zq`i_Y z`=5QTn-C4DYDXt-BDxw@9%xBeBhNwWXTaJ85JEW$Cu853I#q zjuq@|$n{X1Yp{g7J(ri`uqf%~)U~i%*b^yn=x$ZffP_YQ9K%N)4Ets>W^2V`#M5fE%}j{AS#yW}>H z8|*%8jZ0eU9k`}-+ybNY_T59y+Xvd|^k#>G@R@#usdi8Z#B1%JQ-3sT!i({-ne3)n)VBCHF$83L23(Lbi z9=_@|^c&7VDHOrxLiTn4>a*3Cf|Z*L3A=4 zM9;(;!QpD-v_!4aA3@Bx`s#@<-W0Uar4odE6N6-&Y7TsvCWR+{dY&6dSZT8;a>TZI z&>SF8R-lakK`l2qR=Wg$`&n?H@^AOu(^;#m@DuuS!+qK0nJ=_6C9T6_-}fUKs^jkn z{7e1u>v1jwQdc7+0LEbir$eJW&9E{nQz$|_ zs@;Rsi2S;}lC(U6Tj}-W(1yZm$u+zD!N_0iGB?Q}?9nwV!rPrc7FKfdC0=VjAg04vG<;x)+2r>o9YCUvFr zEA0ylP@P5;);_7e4rB&Z%M+vhxBABV1Mfc{p@WO%HOY69C!H+ZyJp9eZ033>R!dn0 zM9^m3Rxps`gBUCwWknRO?6(vjmhqq?>r4~oaqDV_hjeW4S~+)40M3<2d@^?LR6vtCqH5dC2VS}?Q#m9 zn(r`I3)Lh};t`)jyHl5>*;&Ow951`oA+x_vb&Xy*U{L_B|^*h{~9V zQgTp%1RLP-^A=z&fK!reh-|tadIG2K2Z%^}$sc4++wjA!Ik$u|E2M;?4a--^1Ijq| zOkxR~EffQuBtt&&D|NXuE)oqM6gClLmypz*J!RFL4*Pk}QqKkdv0~$%xu$G{_8jOW z?4!~`dN9A!8s%*j>($_mSE#T7W-m}wT#m7U#UUSrNDg3UzA_f9DClEY+<3b+B(bT5 z##3(72m5+AbyY!XKy{)IMF|4q?5M%+jF|%Cr5Zn45F6Aj(s02O|N3jK?y?3sER zBm85_j#(d}G=Rj$AhWbjuJe})!|)05aS3HkVR9HT0qtU=__@%Njo^V;$a!a>V(vqt zP#%171X>EYKO8OyNVK7fj`99|Dbp7}F3qns28|5FSIFQiTGf1x;*k&N4neZ6^O$|u zkVpTl7wE3GuP$Z6i#2#+_uDAFoO6_Xp5xdUO_5|i8b2rP+vz}q@ERo>?BJmN@&jpb zAawW8@A+@=lRFljRmF7eSw?0CsX+mI_g&7|Q`>#2T-nIyrUL<=YHD{TV9YCrrR4jslKXqpzZf-Yo%;P5^1q$zPSn5HVuBpm)Kfk4CrK|svdS#yyG<~ z6;gIpp??MGmdSAdo5ULkbt`9XPc6XR3CyJkEGM^4*SHoUO~~B7YJsV)p2D+M;r*1| za}+kwt&vs6Bn>gab_QC4(2>tOd>zMqp8QdMl~k_VEUCjlONRE(28Zzq z)Hkmwo9_ELFa*0;9Vg$-ufW0rFLl4ApFrKMvdhy3}3v!9r~>QLMS0@BBl+>ABWH?Rd~Zy!$9>MwI{d z(d+J<@N!#Q!g~6HIzE>#_mOOSSr)d*#^+wkqfZKe1r;_S?jx%+>6W0OUrz@7Ri<$R zN{shr;t+40jM`}9{KNvxwMH@SJF)4Lzt)c@*S8gU9MEi;Yh!rWoH~P&qC4TO(mGwV zE|g>R-Ad8+a(RRP>E8XM%9bIkINwiAoiQk?*`{r4`{v~|4oCB)69~4AlL<;my1{II zyfsrgqb^x>sm$!uJl!r8_k{)2z^EM{NkR?lRl>!8q>Y2Y&`UlE;PK9fFQeLfP5;0+WDHg0lkD@ZE2+*|$uC8Z%uQJVF-&oFq?uM6 zD$`E#CbKV`RWo@8B=hPwy?qTZPZCd@g$ZU?VC7C#Jz27UIaH?=s#+yP2BPjxulKge zN(A7^kH!qhzKiX&+`j|lQq_BP^?-J?vQ{=@ z&>Bn^b6jxt?kVUt3(|NF8M^9A3dkzS(va;h1_GR4jqM}G>M$Q3O=FlBp+JDoF`b1 zS76&tA5?5#4c43@i@p4azcEEBd~Sk`M(0qW@Fgf2Rvr@=jHa*UK+}$xz~F>xc)7+# z8T>?8;N8^L`MQjs@?^?7Hk$9MzhumaHE1$!Lt%PF5jrb{q=(L#2gQe3fpd{%goRzhRau6`Z-e zEaw#Yq6J9q>d5PiH=s^si4NZ!`r4l>f2WAMBv@-8LUu^+(%!_732K*&#m{+slhiF>IAos>v<10j($(aHgsh!N(l)iGx}{N84!JA4^rO{ zG#DzYm1A>Nw_JH%dnw71v6s`kCG>c|vB8bs_=zW;>s)2ytTBkx2mQd4^||JusEx+` zrTci7vMV!klXja{ReSuGZhX%&{F$AlQ0jpz#k^VtvUJ27bthiMx+&t8U>t>5VrvG* z%k1&K%LWUJQs9?cRs8Z9pX&|U$j)ii+sLD`%jJ8w##+^h5a+9mSu#NP#ra`=8T^>8@RPmmJJ+erhiER!E>AY>58 zXy{7X_|4U(F(7kLn37a>NZC&>|r*gO_>V-7*bF)9E3z)paW!P6m!UynBIg$#4 zYJcOw>Ic$11aJ0eqW?Zf(wNzXCYuh7wyTy@y1>4PI&E|q)E=1VRY#@ma0Z*ddckDJ z=lnQ&+8hVg^H|Urd=(OAv zaFaRkj_nm6P3&iFyBq(O%DOT*%m4Cx@YA>U`$aL0TBqtcM>wNIid**!6bx3UKf9o4o!vG3WK)f;T3<#}(goJUg|!Vfb-# z0=BKz15y@L9c~VyZ?g+c2`ith$5QXotnwe6IS%{mHem4_JI{2COSe1^C=*^ym^gsR zp(kHa_-udRMHrEtca`hi_|+AkSJc{15jmMK6nDEnskS<#!bs{%sV zcNQ+DMH~+|Rzp*sDRI-FuZHDTYNs@%ZfW<5*Iq6pE4GJ{DHzRYGdTG=yenV>G(Y zh==T`vyXOlaW@6pfP0nJ&DSF3d|?#&hD<}RW`~(i&d-Z##LqG%K(0nEjWcj-TH}~* zSHhi}l5l<-`FSjvG3g8LIId7!YshP(Aa>*VR2MB&7`RQ1a&7Z8@gTXXk3wv-Rv-uJ zSW;~1!T0Yvn-G7xVc3G+3a+?Te7~z*Z zby9&ioOEPSbk6MtRCeL*Ra-jWLZZSg5X_L1sG zZ%0?bf^U~6;Jd@|^xzgM-Lj8T<%Y6yeN7ZmP>pORgsls((%I zUg056nE?lKhb`D#C71Q(wkKQt3o`p4tjm#8!+}*JHb>`mMSlKtH-wt)AbJ94KiAlt z;*Z7YEVZcf{L8-KZeL};FJ8F4Y_1{}Oy6lS)zGa-H#Uc=%$G2l)B8816Hj+9rQzKL z=#gg?-8Gyowb@gNs_9JJm3#SB#BZvEHT{?cJgXhq(I0&%Lo*A-D&D+kNyaz+qZoKVb#rXoFz&0Cr{D_F3#qXduZekk7YlVac(@dPN+5AXxqWnt z+`tX(?zDJqZ?nWk(gpFmJL((d0xDjp0D^8T+|EEW4p_ZuQWgsIIm|Of#Qx;?-pqfg zT|5b!ibGFAef@W; zacfl1qz2|gG zddTjn-a1-< zu`506_|o9C9Ilz^!&dia>{+Suq~YhHU~~740n7$zHwjLz&>zmLStdO=1R?dMco^5D zOo%UIq?kG$^77{O_XQ@ohbLqdcSM$TQyH~SVT=^6NG{F9!oJg~Q|z|7DOZ-?NacP{ ziagvKhZI>kuca85b8sMkOlzJARX~wq8wJ@7@P0FI)~j~mi}pt_6`aRmigUU!?FhlS zfq=Egi&ldb4^zGAq`daGYI1T~^`HDRz=9u+er!PrRiO z97_SA9=Lg9y!3Tz1kC(xebH;DD23N#Nzh=rv+3a5xX4v=;n<@1kzTo#I>yKg{m002 z{@IVMv`Sl43%WmV2KyXmgMC|XEC>(3mFWu*WK8~$4G%|iqD;?}C~oG40&Y9}+5EZT z?svj{;{+s{0hvBWtjn>#Rt=v~vQREJ_4^4CoSypHAYNsM%Njgeo{sgYF1b*KCRQE_ zPfBW+5S>SQkQ7(k%&UmL>H4I5b1zId$5*6qW_b)k(`_8MT1;2_3#$1`qi||Kt~don z6fW*^T2$EKZQUhWJNG{H)C|x8=ydZdDSjmaVD21t#G9>qs#Cop>Sdz8VA_Wiz=<}% zpWNo4oSbIV;7Nl1F}rN3PShk=w*7jMN;3s%8ggp{n1sIA4pAhQIaAa0Fa?zKIrWl$ zxk&poTl6_WLL^Jd@kc%PBP6#SEYrT@AlxSj9I@zABP` zTegDqYqXNq8);5*oi1ZLm2_rM8;$K8ZN5KwOaXN=aNBb)(MRn4i29}PSy`K30oFw= z!S2+YOj_Pwc41OYz(pdTVY*^z$Rha>X( z2Q;U_d?@e%3R$Sz^m(-Jy(9-KJNZQe)I54z5&1Fh)?>fgH9Efq#IM`gN{J^#SV+uW&Nqq zc+wN8ED27jC$Qape@~Pf^=iWXn289t^}8u)l51kn+_%9xXOdOP^0lP%@U84uIX4(> z3@8-7Y$)jdbNU~Xf+XP60SjqaasOJ7+$ zxd5`o`sF{N#Bp=lq2c;Sx0+}h*cvKIWATA@6uor|Wh-htcwS!drm3mO*}bjfu+b&i z4mfpss^|?bcyP(zNf^2L<;4;{=O1S&4P0(mH= z#3#O-;i4wg99VFzOwiMl!x@%|e6DHTQCC%!G=N{-vg-3a)0%(|4ujdS22-+Oo z;UY|Iaa2uK^i9ZpxFB4QFjqwn#|4vMIDyC335oN_%7SvoFnL%d|K1D_nR5)r?5w=e zB@CIj?4SCmvkmZoJGl2=6I|aEhmhp=P$uttpml+Ed{F%kF~#>g<>_&5vcM$$2oKln z#p`rm)Y;C&8+bRz<_cZ!fqrDCK8wdlUo)@znnbU^;*U4WHDu%Xidon1Kg*i0D&aA+ zV|A^Ya5rqc?5dut1ac@B=x=-Tw5FWSj!q>?$c}zBTmG>nWW+pk_Ma7e;N;GDZN4s( z+R86GN4{5|&bMM~93gR7n$AL9GmPiPxuH2^?ck!`-kIPpZ|O4X0K4loZ)(!GyQ&y| zxI7TU1tnfii@(r{*56=YkIgs2x%U+V;KE+m*KgCofifER)2wNmFLNyg z&C)a{yCv>HFu<1qZHw-4EiSBX&|kP*8(=V#;p*W*gZtNU#`#AxsOl44QsJu40|%3@ zu6&lIDYT^{Z_|01v$IbpG=a8$KEsidAkbRFtbA^kbxOzf!)U%37ONY(3--MoYNM#w z4I2b-Rb#wB<*O4*KhZgXr2uGn?R;FUHPq@}cK}>DzpP(8!1r(=&-2XC z;kon}xm|965?*xn8wpLLYB(zmy3--Labx_aBYri{@uw|sur!^!YbEQqr3nue* zTdP;8%Y_e1U^Pd1>8R;XBJU=A8p14#zAG!0RtyY zGXu$+-yBD|^2;O%>rY4v+!2Bt5^`D%Ch^-3KasN7PCuuU+pp;teZL|8(Z`|PB2g}K zE)HGyt~VsQY^tNsTGjjkT!i z;;n@tMsu?<#>UE7BW3}PV`M(0@6shJY^vIu^tZff1g3J`Nq%71)Wl{g_ql;LAn>uXj}?t^$poY9v6T0TW{>e)anu1QgJ!fVf1%XLUhBAH~ zI)cLD5YtBJfU)?aIYzBCNLn)O3ge%g7RLAcccBtieA7*^_NLx00ytm6aDU!v!K~_r z!yzr8g(~sTzu}z!?ZTpH*RqkFhTnTLZM!D~y-OlTB5y=DUcGxt@;wJlgXh^4M`oXj zMH|G`s(O^d7K8*)TG4u>TR+dpY8Uc8>urHx1&~>KX~4>9HazJj@7UKi`uCZ(QGywB z_f)skpx$|hw(`e}nq1O-x(5^s!qtQ9#~Y!`xZPiW#tXZuqW2c)ZtGasxat{mxB$NV}#dNiK1N^FBOU-r|~8 zpDEF%}^|pW5r7|r0l8zQ%1boq`w;en3l*jD-X%fvO<^c zF^{=8RQrFwR6F?uDbE@Mi^VsY-2=_EM)3P1hLv<8hzu}T2M$nR%ujm`)D=}dj`qs( zZ}QU%n-(+WfORJAnAmO5Qo&ISde&`}cNfhyLQ5R)cRn+>=Z`@JWRBjOh5TYycZ)im zs0>=J@|Or{INi2xpUk;{?gqE^rw4bPKRjf56(30D6nKAZ_t{cI-Utqc$=# z7faxKb)woO0mgQ|9C`jxVzxc!#ofymfo_V98mcqcgjg*w3gv?VVDqsa-<(cZy!Ov| zY2szLBsf&Hv6SUm>EiEb_LFlFlYfg%p70^to&Y@dxY(L)bk*SKA>504yFC;urEhu7 z5(8trv=fl)i}e>Dci-g@9W5fbY8xU9kbd7HuHy6_L#$7fAy*-0?G>*os7pyTKSB4qgr$1?J2k?H41 zZ3ZqKfw$-))q0>dTxIo!`*gt0z{I5y`V1f~5EtLOR>Il#!kWtZ58lxC=t3$7Lf&FB zR7sR03C?&3s7N4WSYhY~)w^jfK&H-5FCp%pHQeACdiSrNVlO6YT$5Y-dDvm}(cgN6 ztfO*S31;OZ_88L=yoU>l4QB8yQvJVI^Izst!5L7hmWMmsd?%?Na~*T8X00MZScwj{ z`9N@J+Di*a7z&&u`55jJMRGY5@as}z>!8rS452C7;J=|w-YjgTm3r+F0Bl(cpVOXe zPB&>k+`QqsxzaN*6A4ZIHTRGT9_17cm7ChB7KlF#OOIR1z|e`$ykbhmPma_B2P63W zPf7mFL2afuuhm47@8tXFKapI|!Au|;*N^jmnG-n10BabYzVPo>Gs#i(r_Y&SXl|Qp zl4<1qp3=$S-wyBe8+mVt{|JCHV*tOGcQLDj2~b-wL&asiNY}Y9 z&p6v!T5g}9CCJz<;gDizO~pIAbiQ&_SGw!M++#w#^(&5kwn^20R_|-JG1au*cUCvd zb757-FfgzH(mx!;w)X(p_TKlSN*KC&evD1ExHGDwfp&Qm9AcwG?T@>U>VJ2o z%)OCIPNL{GSh(>r1P@9ig`MiMm~Gy88%&=4UoU`6xfWw@48Ye%u0*Ur>+q8?+pb#c)|(QFUy3d6 z#Jg`$=)nP`)|Ej!4K<^KR3Y5a=#k^ocm?CiQs9h&*I8+qD}8|oT%le@{(7)Oe@>~} zX|$7$X(X(oh!_46Vg8sOwE{1-nd*BJA>Qgsk9uUj)Gc~QS_b)LN_3~%M_<~-Wr4cwl(J$ijuX5$cK84L)ECIWTGFp-hgJf>kqxodb9fD`G+D-32D)Z(jpU9J23^$X^T~GE$_~-a!q9pyOBc&>Zl~Z${wXosxfNDgnVdvDe?jw-!1FdXnUpAkr5mRYu zrazOJxnQDeI#G)WvZg8|t~{K2l5eBj8kPx9&>*I|U)#FwIk6ar z?qf9NkpW*FH}Q3VXM<9q2NEK*;7DT`A(w5~;TWZgkA+XU;+P89>L zv?(!pHxt0rXYUiv6kuR3ieW-u0Vr|ImMowHo2LsyI|#sOd??YLqkI0CQ!#VCjT0Z? z$-Yfa*8Z0rl0#am_kCgFn~Ue)?g`TxLFB=Rhy-`RW;Z7OYeR%fC{(pGh4lB>*IV&V z+Qv)Fsc6X%hqWwBux*#^Kii09aIz0|OuvUcua$TpHfo>Q4?S*H@05NQmf^_-nQtfOnE8yUXG{5+4bh?-z|R^_vi92aX~% z(D=_1{N%=|{`_;_)Jov8Dtu(3H^-nSjipHMf0>xUvKm2hcx}$TA@?&t4^OY(vd${a zR7K%vt`B;Wu702^52~kWyJ(%Ftj@)Nxt{-awpdC{zzDJXM;`M3(Aw>pu|t#Zm|C0j z*Yzq}^}eEI4uKr|VR|>7|F6IWB==00=`y~Y_w5+TT6srylCp`B(|u7`Jbztrez znCn1_%)4WCtwOoH^AL~cP6)Wt(TDj}-&&dmZ!a@{gQXyXn~P1IW7e)@)W?8%U4M)? zkWtSAe2Tz$0A-HH*;XDEZO58@GcK&vVx$hbZ^7}WOw%%d&H-&H09O7UyyFN$#bk>> z_; zQYFpgzh&y#+XLn=iz?L^87}3of+kftTAM2S)b0MU`~R`~|7-02HNC+o)IWLnClCLG z;Qx2s9)3dbxPL*uS!paP{jTXJGO;czN;WPt4kV!DP6aJGl*ky3b?Y5skRQf=X*S8N zoa%Q)Ddwn~G`no%Yg>aO5Fl9`!vhtgk^HdTMnJ_2raS-ntRz#gd19sy=h6>Hg)!ia z;ju?G=Qf!-H=_NSZgJ-79>KB_cG;A0NCj;#d?E*O*5EL8xWgQ^avL86;&fSL9QNjF zbL4_QnuI0Pg-5lX6GJPv8uIt=324l%->aQj(%mw?&>hCKEAUH%i%*M|l15WvKwh^r zXVFjg?5ufBJ1zP2)dT8IE*=D=n0XmF{$+mUa;q!(nqwFge2q>P%X5b3;TLs}Iul-4 z9-ocp8+}_*!^)fTZVe8|HAW_zdiq+6>!HGEr|M2oz+In}B#hKYQ|;Ej52lyqpZ~g3W}-Ua!0Gx|+;#qnvXQ~36Cwub zmfYV+yG3;7-!2qZnN(ppDS$Thpf1rk;fEmH+dTF6HjpB)8L`=XY6ye~m7I_NpQk7dQMpEcE)(e^^>5ruzk)vlti|BQ&=*>=(Is~;8G z7_yZdvyivJkt6q+i2m}Xrx@q_LIMFap@P>tCo z21+l0Yu|`3Vnwq<>E@ zXGw0_u#o|O==SctATPeSKz9fYRB`=&#n@d3CTVo}sukMcgcBE5_2fxDgaiX_kXx)B zcI+iQkQL0ydi)L#&XfAm;E~vwOY1^bocmo(^NHULV%Wkc5V^VWV_kdX9EItLu<

ge^Cha_N;OrMXe=@YmKyr=kf+CoUTQA^h zae7>c@QVoo*?XSF9ql@w?JxqiH>w7&Rdg?+j6XExtb4*qTo1D;5}PH*A-Csq@xL3- zl=gd@{EmBZw_@p~nhXvGCCjz+iO&ZC?`^cU`Tpj2Qv{cb+b4RwF9Wn4X_7O)z) zbYE)U?qaMK%^WO`Z7x|$cj4`#>{hRz66u^Jf6*f$Lg7~T?oQ_7-c{fngyj+gV)+25 zw(X>ECeSH}VngB4UdLx*dR`bbb%nxz=HT;31Vp34PQJd#Vf{^K+_^xvID_l5%7^6h@~ok1Sp{c2)fN#5>vyTe7fV0yr8GulE^Nvlm0tAsU1kgpL1NcE?t z{z4a}Q<{T45V!+8o}@*F{=#_FG)5{{q>GsRkzB@$t6mKE&!gw>1dZYPV4hoJ^I`DO zXC_700hw%83(fYysdXZ%o4NdnQ0))u(!==-pG4tWwXS7nxZGz&Jb0(QRtg3+@2;s_ z1|jjJMLNGUM&w$XWuN2( zE!`Sj`RyhS;%9-In8)JZ#Y|XoE2gb4{XguzRa6}9(l#6jBoI6}1b26LcMt9mTnG1o z0KqM|2ZFo1dti{@E`z(f{gY?!cgtG)Ir>k(wfdmvV7hOqy6URBtE!dUbNuA=iA0!M zt&y^mve{q9xL-WAMYX=O4sz{q295d#wMVtAB+N2IBo~C~_WIJwRem4SyFngC-K5$X z@MeBZ^E@he;@6-#iIXC17Bt<;>|01_i4*}MyQ26w>#|9PuA4Ig2o>30pTy#y7hO^SurVjy>|Q9^BSTtbvWGG4>zN~#F%#AzGnYm z5_fGn$c&hTX<@Sv=apH-EmS-$w^~hGlIyDXu$cq*za@BNRkxU~c~`o?t}u09{GZ5EFw z%Mh!D*26uY^@Ft0UoAVc^KU;OTa*oKLyRG=f= z>7oWWSN+MmNbj*fKRv5>Qr2y1MS4RALX%o_E7HnY*JrJ8_0Cw7Gw?ucYr_i$ zc+)BN^YkcTQ(aEcxsR1D@#B+SuZHq>r|XorpUch0z{p<+H0CBdNY0{d#vp|Pjok|t z*#ZvL^_xr^js33lc8@>;-}ejwuh;;gM0P$Oj8IN5g3e+kf$M1iJvr8w^L=~^qbv-! zo})mW@33RHRg9SSkaTa-$!F5%<2F!v5m$l(V^mxH345`3M(8Nav-6$Qz$og$KtZ$P zx$m<2oljq;)-2rnheOY+TQR3=6cR90UOc=nndL_A!#LV*?bUg5759Xn=!u=r?fB3`L(aI^Ycaa;tB9eD?Tpn>P^_TnC1(t~hJH048_18hsZ_@PzhM z>bLU%XW{O~-_C7tBZYidCQUXcgXmaiVDt}T9;|V;vpcQ#N&~3d3yClImoBz#;KeAx z$5Liu|4+S?+c*c8R%K?-d`}T`uZ?kabb0w|nJ|{w zP<$af1KRz~A>M9J0b-n;yMyi^O!WP=YN%u8jtJ)$mxo);R_i1^Z4*$8`6tC0#F{Rt0gXCC(-Fv#^sIvz>lV;uB8JxJ>)4GX3RqP7l*d?>*wyPW%c@>XgR`Lvg8 z(ZQ0jtM&+O4cm_Jgug9ZjQ^GXn`cy$nA65jWA!KbwRZ;}ErW!mSKG-aK0?d8P>`T= zMfQXZLt2Lz`%*r?_6t(7Qh*{Xfg+u_?PpgXIuljaEJ#-Erp7qE~GTIGKMN{BdPOD2#4eC zZ9eT?KlmiF$+*yObcjoV2^5tVc6Nhv@Hl6pQ%VdMAz^1F67J6i(-ej+=-0u ze&9z@66nu1+2`vy(4|DPgxv!v>jv=wUa?Bvc1j*#coGNQQSK+fWF$Oy7NxLd!2>JI zaJ&c0A?&UCu8hy8uh=c_wtveP>xBS@xSw0>*CR%czBU6Acy6VzBp>rR$?aL-g{btS zIp)P9gWuuj3#s)>g{RxW$_YWoNYAszq6L||l?9LwS1o!+?>D+jgiHnPoEVPpZfVgw z18@_9x@IizFFt(;DREXBpsHlEXQEi$Z_@mTLQwnYZT(56 zMh(&`0j?b~BWUo8)rF4(Uh(hdqE=_ggq+{ad<>mCStMP{Cpv9mduWs8-MrLxF?;SmI|;Q}{2Hl1!Nz0y)xf5A>M~upB0}PAx}Ny<3sqk<-EWvd_)AVgukWqY z(H$i@ZAh0Nk&NfYE_kWe#|H6C>%GBNxYL$r10J6F|-)j%k94^~-0zVq;* zAbMNH7)>nG95<>BvUZPrF0A|oj*QX$_iS?Lm!sb!3tN$9C=?58h9cGEE=gHR&Iz&b z;(I`p90M|W_?x?C4<`mQ1~vmgsBT3n&<@}O`ej%XCe~^Hotm~wCk+U*B4)DzW5ZD5 znb4K~W+7^}IK^+V0^M@zT7^%lRdr2ZXtOh@^*aC?Kc?vbsgqmd1lx@$*!T=o@&4DL zT877bkdILKeFZ4cktpbwU#dXi+)SYpV5ID7$#SrqO==jmGU7zRb08Opcnefbnqhlw zQ}oUXSQ70S2>iN^bGhECg1@1$M~7CZm95{4xJzbQ(f=A&HHhhH=FD8E_!S7pcc{n* z_T*56xNed9{mq5+;wHvErxHSIWX`!tuT(qe(*-G;WCg3 z5B7Q2@YAN+U!H_Q9;k1)gZ&V_+FHD1cZhgBPcj!;*|1&R$M$xXGu1`f-$SUo!;4Nv zNaSfgjV2A}ZlIFj{nqfZ&>$dtIf#Y-!?nQYGN7Pt{;!ZtcPT&x%}Qf!6$k;ptO*>R zA40pb(EG_{LPSjZv^6giUVU>Fs8e=01f*J4Qo7JjuLAHkfrDc&&A`!8zDx-IJjfq| zbVaH)(^K!aug#P4;q79X4Ca&bU#gMA8{thmaUrc0w1uC(L5`vY1QT7@4#XtXA2Q%y zmTG1zsL4kst-h_Qd0W9`bpIsxFML_cAvzB2K%zY{T*%4ssB$9lZ46|_k>ohdPwyUP zf5#ZmBNH8<>ua;B4=t}Dr}XDkhn_$&JXn||dM`Ur*VxGv?2X%aSi`&wb1QatrTXxk zd}bPVhRPN43#Yb9*Bk&|61@}1UXVGx{;NdsPo3qh>d-P@3c<{9hl&P@E()}2b`GQ!<6g$u#hjY!J zDu`!>0`=Lg-{x~ZlFtqfudffsg$}2Zph$0VgK=feO=RNJf3UNm{HbT*FquN z`JFzxyVd0=?K`~dQf)dPZiI-cGgrdZ7xvl^#g0d2ze?(s6=ChQub#KLYY!5)6L^^s z;4F7Na#Za5837BIUB5bRO`xuVzuE+XV3QF}mC4W(N z@bZu@S1ZN2dG$b>8>A?wll)je!U`D7K1LoT)mj^}QJy~@YhaZ*%HJSlhA5)%w$dZ; z>PJsRd|K-1@2$QQHy3fZ5s@;u!x}@NdRhG&~Aj|6p(f^X~jSKu_y#$NxUp^ z8$Jf~Ch5B^^wN5Mv6nYjONApEK3X99?6?`~U^hTB>>7c-y1B;&po5Vxj81<_1H_Mm zIdkL36lK~*MBx(V5eC5TUUaoO^skmkh$xQ|V!YSFxbpnq7X5mWDu}oGd}-`G=wb(# z*&}y`Vb--NiwFgMJoxRhl2H`!2PDrAJ>9W%DmOTT{A#d_B`sc3YHx-zKJem?olc%A z_5syDC2e2tXgxjW)1y`jU+PczLW=6{`op9+v$;&4lv!;1n4aLp&@UOtS0Y=OR~d7% zP77=|Wn8GeXmQ#y1ocp_uvkIQs5grl{v%XQjWH8xfwGG3;}NU?GCdp@eT_xGtxh>?(MfgFhs7lh$P`<% zwA6A*@m@V+;KEdDYNv6|uT+wS$$;Gj&xfn&M(HsrXEEiY-LEdWF4xK`-Wm4l`AGaS zuHMkJY{g#DfN$q>{tZb0c{PD>_!H0yh5*okK|`(_7Dg|^-IO8gF+N3h)EVVc#F(I8 zXPxCFT|4D1Znhk25|iBPRVAeR25Ge*FFRzqlVKc`J-y@c_D=wnPguA;dgq+{l>^I} z0`fOqtQXB;ynT2TM<&P*oX9ykz8vNBD|Ug_n8DYL3sea(N&SwUlH)-c2v(ir7SLm7 z76e}SHe)N97VbV(x8iCRC5@2v%gFHQFFQBup4x%AZH; z78K_0r0ReM`as~X25=zR+f@Im=~^I^xY&fVr?}W`;!#6e&xSB;xmy#3<9h~acL&@5 z9A?5owjzqp#kN*fH7XmgCS&+@H#&hwkqVpf;OvbO5CwFU=+fhIqr8C!#t6y?S|S(p zGuW60tJ6Q27h1VDDsEjf9Gusiq&Y~wa-v{?F`pp8mT(sCzu?iTqM=LvU)ed9Rs0#%mXGc(Tsh zMhAJ+j%r<}4Snl~V|M+;%ZEzDFU(M6=vUJ-%O>ARcIi)(I7i}#fVShy4>ke#RfhdC zqeNSt+pGRan~UmHcQ4%-joHlSER+~`A+_ir`RB4yke`TZLC zmt$!zrlyB3O9LV@g0{7zoFg5V2|Sw9tt0Tp-7Iy_2IN_WdiJ49Fr052t9hFE zA77N(H|Q|a0Qv{`(~qt&Yn2)wLUcje<6r!yIdu2T6>}hV7*fIyvU<%NFP=dz%%ba~ zamItxc-)`y20NKUk9kg?>P$1iX*JyUlvmt0CR!z{i^_#TY%RQm{<{Y^8UL93{tqZN z2eOr->vObC!BbD5%qW8pZ`p(F;KLog>2jW*t z_FkI7I#Bk~&1$TGfp&Bupa!FWK+oHRNugcV#stLVraE58Cgh>6gM#A3l!>P5KoQWu zZ)a%+E8l7X&m2H7KDvWnpY%1%j@DR8(gSSJeQSuE%4w&wzh%(I+Cw+8uU4xQe?q^k z?@^(Tc;i(r8dIZId{+2DdTl#>V64eDq2yoz!M{SDikYQ8}4Y)nOu{L7>o%@~H@tlmyXy z;OT3I|2f>}_6@SInuv!Lg)~^ME8}=7C4=p&DW%hi!jxLc_3Tk5f(H}r+?B?>O%v+M z@AiH3q47injKfOR!)6IpOIVHLSZ_PUQ`#Mxx07ttpiqp*NI)b6ACG!+60O|huKjNd z2r|VEk6_E*zKr;2gh~Jn;~c`;!+3V8dE>3*&Q3rQeGCHrIaRLXxK;ac-Zr{jH$UYq zE#|;0mgA5pksl?H+S9R~eBImOV9@v0_{b34dJ?Yz$=J?h8T8r`E9%in0-&Ry0f$?R z^>290pqa}?);0I>0rxD4q|B9QX!Lw}E}uEvu$Gw6hlYie&K$!XQ&yQKk)%hO zszO;bU3wkIf`nWsFSsdY$|K-!iOA1ZrGvsexhuyFGqM;*KU&0hFakrb#Or|>V?D)O z$#0ZQJI6{zy}w&O)f)SR?1j|zhoJQdd>^NIkx3DBqBu!au0svd3_LN)!L3xpa4WC7 zWV6+>z~GP1Mvc7y+|I~62J|%>o6=p_Nv54wy?G}TWHGQw1FGJOJ_Mpg+o|XgGrGz6 zg*8Hw%}i}q}m!MrW3eM!CN(A`ZpbpH)BEX}qR5kNXEIo~j7(71i5joTA!e{i zX9v=zw`#z|-r5624DXfL56)=wf!(GP{lZ3QImxv0y5Uc|UFT>-DqB{uIUROLWk0CM%eC85moh7r@f>bm3MZ@K@2$BTWvub z7of}zj;Q{fcd6|~Ox@+;&Fcm3_Wb7-#U zK;WIT@-1D`wUsA5wv|3yBW@8}WzW$<%`;nN%S{4)i9HaXmFc?uohzNlv1t4CtnSh| z=<-0%BZmKnNvtcAo->ba>`~Mf!x_q^@-8dtz-b{$*ekwza!0_GY&q zWrKTfb0dEt7C-ZL@(jW@%hRVIB3D{IDk>>X{+r$n^0tikM$q5fr)6HTuzU|Uls=@( zM&3b93g8bak&b10G#h^Nwd&qz(~Fg)bCFvK-1K4^9A^6%YY0^H6G>i>V#!+DHZmkP zHd=x@ymTU(vnIOv*~hR?*t%}^;CmO(7B1JR`UZ%?v@W#y&=Gt{yt1`^rrH-5Q3vz9 zyimHEJs{mE2*?GY6Er|B zIe@{3p=8tJ+$YkkapR54Al`~!4Hagh9ow$)bvpWPi#2JJy7r;QDO(yHazs5jX;^}8Ax8aKUVW%T#D z)-m2%epjiH-d^+#HH^OrZe4&)rLs~?{0_NgOB;p1k{XbP@b!O?0gSI$tF-ZzaoYs(`dTBQm7zDC2jd&#X@YBGZLPfha~q8w9WK zw@kl-U?%U74^Z%xEwrN8Z+rH2nrL!lZwgqq9bP&fPeu}6@STcn3`{O3l;?;!SHB4+ z^}f;f+Rr~FT}3ckHljPM6zKBhy2%$_m2G*%o(5Qe@0_L==o}q91*#mMvwF_CGY+G7 zcVy-{?@zH!yGGz4$I`1r;tw_aHTq|0%d%BW{mam0vg--sFTd{gUa^*&Vufo_&+ynr zzw@Fi@IZU)J!8*aICkr9c2mO!YF7E;EUj|ivdn7w8a*Y6*N_lgWyWK|-&ZB0OhF0W z%C;Ipk}DiGEDCr7u0B)=Qqj>kK2m5DszM8$=CAFM5j z01Q!HghZe+nSx7xG%2b;Q$6uVxd!r9HWa}PFN{lpJ-p}3)tgKj5l@(mTwxT0II0Ex zWvZ<|7ptFZ*4st89O6-RPp`wz*bM%?a@ z&7+oanOwst9-a1i(b2BItdVAv7#`?Q>NPS9jbm@j=X*TA8RkY-1DUM+j#n8m_W(C%15eKj`3Q*})A{Qfn{ zr&8|FveV!3li-K_p|vG$t|e^6Ri<&`WrX=?F&w0A57Eq!Rt%2}3)A^yBv(ayzyn5^ zHk><4%k;3MfiL(*YV=v><2qYiQrEhEbah0Guvm4gMDW0~5AtklHF6j2DNwsJcD$wf z?zp}3iQ~FKa6I>cpY03J;lojqako9A#=;vnEaJrRNI@;L7$n9~@i%ipuIG3SL{G_Z zL;~B7^)RIrE0CHf1W?G?i(a_vyPL|m6DO!msk5<_9YTqhp65BO?H>yQRjbi#$;OB9 z8QdJ`oz1Cns2(|UKam3M_g*8o3rp@|lb$U3FqZhLX#>=DZbv64C*g+;O>OZ>nUDZT zct35=!7x)o{Y@h_0*Lm}U168Nu7`w+z-PA&Ur*q(&~|kB(~uv{EV@ycH{KJ+$m#9g z@1OCp$rkDzu|!tvBqL;pzm6068ftHkmkJRhe8!e30t(28iDvbre>A|*`anhB-NZCU zVBdOq9K>)mR1@Q$C=u{`oRMk~@cUoN7F~c7prN0Zqg=C{`a0@_bppTLAKpPz-X@+w zQt4^;qZ^;`k8LU2?PJcT`EjT@%BSJf9~ z;PqJ&qrkarz%x_#Z^N#01zWnR#IKjgWf4_;AN@{xC4AIYAI9AWe?0+4e>GFy_NJf-f%HX*}%$f-MT<&$_}w1u2fjg$MbWgMW63zvzjVc z9lCv%eiSInXEnB+2?<4Y%kFkPMd&n~odw#Gm|Vu(Y5V{Ku_jZ(W~{1=N+*+6;><=Yuc(F+srC=|)=7Ch4S7Vuc zr(c({9Tk0TzZ(oY(!+v`n=DRXZFp?TsN|(loJ7)UOrA@;x1Lv^8uvZitgpkCBBJ=N zNn$6*C#?M}2&c4!?p8XY?Gt=^#wAWYson+w-y%4!-S#>geZ!VPax zC&*2uoWbaI6?QndS~}*WWAGl)`Vn_)eFxJy8KLLz2X(7o5RWUNIhsve?TB7$M>{LQ zrHr=v7m#9%r53%wl8euYt+J(zx>Z+MOX~)aruR?__r4}{htW=xQl7_y;3p1rd&0m+=)3C!>-kq4&{X>2EnSFbck8I|F)@`?H+C~4DwUh4R-|v&2;f>#eA85DjNpQb zY%pR!8un{+yW8<1(-Yg<$7l6Mroo=(z1#>dvS{|a&bL-RZ(lFAr>Nz`wwhH~lh)&M zN95ntq^L}3x0yze4PFJs&Jo=HCiyJeI8;4q^2|N}FwI-S0hHAIL>MKTPbR|t5_~K3 zxox1xIVEV1omqbHPBeRZyRiTq)>v+u>awM2FlFn~%KHJ*o`j`L*5**iKtrJM%(;|o za*cowkhWV4?|x>>qR4k#=cCui3dfml5}$N05zHPmyl?Qz!xQ)U@#ffj)Y)b@D<=8XtB9KEyOI&(ex$5!_95L_nc$0j9g=y${tAAYzTz*`8FG!^C<@Z)|ctY z{DyOz@26X{i|^dE_UAc^Z$dGyo^B(6tnP**NPpr5%6?>^&$5Fc^u}YT>p8ChG{32C zqxDP)!fLlR>W_xL4)pDNPP@fV%D;Qp!ir3Jz(t=<+r&bUE!M?~%d&?JSUGeKroO?y zzIc;WmMh0BOwJ!?AAFcr_T-u6C}KoW04OG*kIrT_-H;%b->BRAB6vD3w%u{Jk24_; zxBY6t8R$F;f0(_Q_m<0Y7+b3>JKWyh&J3^(f_zmeLg`*FSu;p37xl+bDz)a8ghJfuveWJzgJjsXp}e zv4ybwRyqu3GtCg< zm|V)sDQ%C2C7c`6urSi@K5{*Hn+tni{#3uUcN@QC`VVdYPb3nSBN2|P&DZ;dK|7d= zEwDI<9GVl$Ha-*djsyMGbto;m$|^uyYdt|eV``(^*%nA@>$@=kT)lMg918v$Tp+%O z0Gj-ZO$sZ;p7XDSXc83`D6Zq?l8HoEMbCj+aNmBF5{=t18~5(ekCp}!4Cd^ot(nJ$ z5MM{JznODv9!vsELf(Q!gIcigX#`=17FQ(EkG2KbzRzFtZTfMi6!gFT_BFA0{YHO$DzS?OjoUoUfb059 zIb+yG%~dU#kVA9i7DjPU;ROvUa$})U|Mt-B_{I8{`Cu^c?{M*Z^c!+gM)KGun6alZ zGHl_oj5j%~!v|U)lH&A6koTO<>=v&kPA3iW)6@Ci>=AVb#X2GMfH&2|mM6 zJ5kPT%a(((R&L|aZS`MO#MdK3Q=-fEwE+W;VPv*m8X1BCY@`X+E#{#t_dhASRTB{Y zd)I@E2IT**7r?)SK)41CV%2Ol>4PuuYwF=~9MDZ2C7G;iNai>O!r5BVy{5m2y=aj_ z7aoS&9}@JxM9~2XFe+4CIYV|xgd{k99d+G$?mzpJAqk}dgZ3 z&VQANh?i}-f=}YevZemy{7Hpf8H<~SQ=c&YUu*Q=H{_g9;Td7RzN&2Q9)hjuGCgmDS zqHA(As~Xm+Pv+FVJQcI>BDje*X1rKjrQQ|2j$@@@2p1uH@P9spJa!$1e}TID^4C#5 zDwO_IkEm%RCKZmjuF1C?afHO^pS$B+3$eR9cPP35$tGUWBCEqpQpIJmf6<5kzL9ojh4 z&yA$NmkWtflK|I2AsdK~3q9=Qir+W(fR?+K6%BX4(P5Ly~|kTtto2IezG^M@weT3z z(E?aY_hRu{XvVzRBK&V4{6Bpr=Z9!AJTOd^J+R=VLH8mw*sSf>H-29A=>GkCWxlNb zg0mApE+iU9S)~@U>eiOreulq!5EPWsj?C9K)(9GLqs>KcLG-kSUOFdNjf{@gdHjf} zbCglm#qcRK7X3uEutMv@d~$j*M{o`t^2z^p4TO8p&wh!)XKR`>_ruLMG%V89q}fu_ zyA8Ogxx2_ItzSVKQ%Qchh8auYGt>qQ|46IieEhjC_`e4i3z5vwIIoXixer{lA3)UI7BhqJ~-1 zW6Ohdrz>xNp9`^=P$0)}ETA??xU0Dfx6o1rji$7&I`muFEDj#dMj;e%dM0K4%{E2| z6F1k4EEnKG>DS8H=49?_J3l~uhFFK&UHNK4w=y61;jVDl zsekHL*_hio`BEQ;5-g^wwb-w?`0bS*AD0X z+hqUHhL|c_tRwll0vM;j9UyZ4K2{lX=Gg9F0~ql!a)0pzVpqvORYQVRh5FW8CtBE> z!6E-#lUNKGMqJJg(}tXJQS-_YyKl}C_#`a|Hb#wMO1`dFBaec*4P|W&fC=CxDm69U zl3=VcNL+nyu_Z4yMEI@LO6{+@uZ`u5SuYy;U?ZG=bCiGKt|Q@G#j~;1iy3g~L)c{= zHDY}g_zGqWhi)viD=cN3N1?3|aFQ2Z~c!VXgzoCi=bh;wv!rSq4!u7P@ z9rQ6sl;nISsr(_?&<@wx$&Krgjbwm;4OM_07K$MjO)Dsf@x<3l>39Crd3{So6H#Bl z+xPvCM7BpND#o3>RhCDobXZDjlNh)bc>fj%$e|0h6DJ3tK+^`gfzhou@{)W!e2U7^ zi>-t&DLt`_Ti=(Bw*PKrIv;zKl~dev8|t5uNe&+nKsIOyC347zo#7tcboS(YkZ?HV zok^L*U`Wxi*tT5()ocHFKYTxaQmiJ9IBf*;K`Qz%X6V7dadn}oVt1Bj6!=1*X*e>wJL2xdhrXAoORksP1fI${8$=DWzAJ<$<(X7%QJJ(&?pFI z85=Lr6i1YYh8H#(iY4*=hJ=434E-fo`yXz*H1i)P{pc$*9{|qMEqeC=g8It|5WBX1 zG(8-y7Cm_Xn{KlsEc&a||49)&jBTNNv@y>0aMcH*DutVyV(eev;B9S46$UV*OJBF8 z5nybuEC67elw}sIkCtB0s9b#SpvO>=QBa5keYB=_{b~L&6LQu+jKs$^g)7A0E+Se3 zF~X8=Om<~@#c|B=^RDU1MNu_(@40o_i-i0~{(mplUq)XV6*}-8(y*`wmXQGNwI`3w zo^#bf*&{bHyegx4;9pAnV*{>lNC*j=#gsJQ8?obTe*C3Nj;j;6WHP)~RThm-@f5kz zi+;>;FNU^X^!>lZ`L8fZ5OHj3>ODr?Xa_CZ{CJW^X4T$N*>V%bKVEJJeSP})eep@_ zL6Xua-)gOz!7?dJi-t<%79nY{3hZ)$eaSD@q-cOY{LVl=eeS!s>nuvzF4g=m7A%MWLxwvI~m&pWAfz(24#0H)u({k z4@9j!vvugi(hv!TKq6eaV|2x^#|vq2n3k=VeT&o7&A!IECVq0H?s4X(;xKxbKoSMX zUJp0LwlV7e894}BVJCxv%h(m`^TE=dhu;hmN-N+IHyf-eld2Yack=oz`*+n%M&1}e z?jIvagPGSC;HdQONp8{X6x!BFLYtxJN9R^Q$?w9o>&Mj)i!tsm?pd1k#!p&nS0`{< za)P@eVln22Ib*ZdC0*vxH-_P#Z>U$Us{6WGH;YC5{BI&H{1y#|-@}nAG#Q=5WVONd za8}}Qwj99#axP`?jNERHJf6;VDnout4l`C;P4HI5W#TI=LK25E77o&1J1PAAkF)Xx zn_j)f2FB?mSbGQHN2geMG#ozV?C54~)lUD$O{8M>P1(%W~biC@?K~q#Ch- z&e5I!ywZ%#ZHAxN_n!dp*AlUl2jt5o54X(gbA&m+Jl&u6uC;4LrQH=0{Uyl(Niq<7 zH_}!iqhG>S;qio=VwrWwBwmL}bp?9R0rco8P1!}q?}aRXzZqRekssYtP9}vNsYjWk zPaT%|dH@|`{2w-F11`liw1m<4AQmz3A1sob^pEO#sH<`-L2_#RO6?B=>3?-`VHJjK zX=!AvQrB89D=?9R)$E;Y5Jo4tcXCmbYMLY{h=_6$eN+9tWmWIx;QafS(AbSZ_|41nS(MFSMmT;;__8{+s^M{Bh=n^$z+N zEk(NXx)@tmv_@wUdY}uFH%zqvxdNmVa?N)V@`EA`uFGnxJahUl5^syV{eIWQb21V( zQh(WGIHZ1tubk0D8<#fg%bw8GxKS%)%N_rY=riQ#hk=0s zQ^slG!U>(jD2k9_q;&(2il`*~RlmxuFQS<&nh$)B5aG=rK-@E<;=-!_EKg#~i}18g z;PAdWP87UxHoGv$gUCcWj7F5Tc>70k5$}+k#kcEqDvI!vn}Dhp*g8vj`kl zp-|R_eW!)D&N)XgbVoS65AiPxhbtPn`~Ner@`L3MOF=A&tkr-SYd@++=CgbDW5@H# z<;bOd9m5)hccsV2o*x7%HMztC1lBXG(Sp@t;4&P~#+m^`8ZlGS)zI#@%?CL`<%Tcl zI>tfG^;@I<#-?5$$m}R9d<`2jEPECk*f?#nOFPo1NT_Zv<0a*NjMUG!uytAAC;b&V zK9KuibatE>c~mxKJ0ge~4|M6Rt;1&*w&k!rMn@AO?{ef&Tl{PiFacL8Q;q(1U`YG> z+~#vTy3&R|TrI-xjdjnW!@fy2-2Nj8@d=+(lgVp$B?{qc6QBZvE!~W#)6(_^kd|m8 zdN%!5(ngRkS8M|0umP7HZ--vNq6R09e@N^E` zmlp;51kjG{;t)SMtFZ~8B<^QdYO@B5<+G2do9F(EuP_8dT!kbjiuk%u_sIf&uFZ`0 z61~J~AJU?YwDq}M8#D7{4-e80h87;gRklxD)ijYUb%KIb**ROjO)kCUS^P!-F4f)b zte_Ds+gQQmh0kT9`uFfm1}nf2|~vLaFr0U-sIn?&4N*YQNH zEyFOFWgDw4u2BSLr9%6LQP06zG8g}^E9hM*{izJRpR+4(Sd-~1)1#|FUL0xKi^6z3Tt|t^U%_y2bnocyBvy* zG%Rg4K@!O6{=-T#Lg1*_`#8ORtNlS>6;=b!R2d+orm>RWMN>}q9N}_F#8;5)S`EG; z4TDhQ6MG-3eC_s}EL^uSO(9;n=$j05;Z&W(2wX;eFqM&| zI|B8dM!)9~ju1@=@P4R1MW#IsUk(xc0a|G&=mvYxfs0oNdQN5VVR)6cxI3V&R!HpJ z5UZgce$&YB1KLS#xN?7TC6m_!ev?#Zqnf`OrbOKYhcDIGFIQh5p`Vc>5sMiKSy^th zWjaa{zFVKG1Tg))jR=s>@35>8@n>TR@IP!kqP5dlKA22# z6ixhW)C8$!Vp`PAaU&JusC<5isR6qLQbW9VcBDc0!*F@_(UT#_C`8$e_#e-oPAM|$ zW!MRCEjQ9QnsY9W8XC+RW)wzv%gp@TmS!vpzs&h)jp~IkewWh(rGw!z&OOSt_sOQ0?jJ+@s2D$Y!S#ROiCFzlh9=v;!*EIhVj7AHwK0XjUFbZ z1T+!7UUfx`{a$cY5si4@m5Yn}NT8XtZtXPk(5=w2GS>t%rB<_m`-1M$8&h=i&_oUH z?5?%N^orw04QTAjRc$(mn?-ml!If~&G#D`AU zOX4x^f7-Xv`Lgk`Q+c)oc1lQ!Q)n=x(V%DtGNUJ(flm->AWd?)Ou|EoIvhZp3LC&G zhoezYG*J^&F%q`AY_;)as+5#qfSP6KOQWC#7-qp%%v53Qgi^so)VLJ~7x^t00xr56 zfe_At7~E6bMl>HXkXcFp9QD%zCbwbqJLP8SQfh3dpYor2{EFH>`&74mmUj{z>e7R- z1RWfR@-ZBJrPKj<>0N0ZULmUFrS1^#*?M#b!%9$aKCtOwL&)~_-T*#@V@X{eYB*QU z<=AIPvFaK;UB6O}g>Y#5ek2JSWAAORClOQI=37j9l?FLYKgSZYpbAMpV(W0|p~hnp zjog%rC?@QB*BHo`4>`_H#WM!-P<4QXP2Bh3@AWvZBWb~2y=A%;$Bhe@YpQOO%H2I* z!J27p(1^K4+G$x74s;_)_2i8I#McQ`I7i2E2)t?|f3$Riu2DFD`k@z>ID{a!@NHS~&hw-9mZG%6me zhT8Z1{Q%`lL{^p4GlAvP&Amir=QsAO1&dD}8;^nSlONkD4m*xac#O9C902=|If!b{ z+i+{fS@BpC?}p!MxpeIEIEDQ2sy-(B8*sbyG<#U^j92uHQaaBr!zdF8cPas32Ywm^ zIpmhQOzAb7Y+MCB#x5;qq(Fi@!k92v$iFaily!3ocf&k2Y~slJ#jV(J?e+R`!^*-_ z($*GcCxZjjLpdv&sk5T3s$h=QzCC>`zMN5crN_;_-WDW*LGr%&KcLvB|u-S3z)v7L6JLLXs-T1xAtU{g_-YI=4R8 zt%LZwOY}-3!d6pC<=3oG8eh-dyijd?Iz=v-`#Du`art%E$m8REZ`Mja?t_g7RYx`8 zWUm)3JF2zu>Ka86N$Up3#$ivCrdg@i?(QOJ~5U3R9*W7~DeZ6RgtrYM$oER~58l!k5 zT4L-LaB|)_J6F>jPk-=g17jekP9T`Q!V3G;IsJ}b8@LqX`U@lNp<%@wgvKUnD+dnG zb=n->Z>%hIG+*{zp=ZB2LHFs!cswiVM4S|ln|N!|H3YwOc47$K2>et8SB^MNnSB>* zj11wKc-dX#bwy)L))6eMd|k4&3}x(7#EvcdyaV4|L823~fgb>$ydX)7fd~bOoEi)H zE23L1P+UBcg#m8lgxW1(dO;JLAaQ)vo0{)-=|4T}jc2y_-{zk=q1H(DM)nrt;;Dv= zTIgVbM9=IcMh>WJxQM{JqIuYLC=rN{vD6HF^n!W->8d4f0te`KWB~(Yki)$5`GU_N zi1A)TaA-%vL3@BkjE$+`%j_kS&G<+=GpkhCVt=rK5@>uHch?5VMUB*Mvp+y{S9%i_ z&ZIccec#)PY^8NUX7+xmCS*xxA$GMl+m~(>tFkN`h~L*gpsi81pd8B5@QQFcOBcu4 zK`;#R?oZ5QOxjrK{KR^3K=M3Z9G7TiY@CC5tL>rxwLGQT%hh}~t}LfWdifn)OzAoX z;hm&QBZu!vEyC=R99#KgCm;C2J^%HK{*lw8REog??Uj+I=Xxl-(8Ix==6F#J2F7xh zRozGn6lR%}2=_|eG2aZ&UvYe5G&l@Ig0<0!ez-Q%5MrTZ?%J%8^MN1_B(}_vTM=*2 z(DSAE5Zz^L5ljZk_@O42Qb&nVU(+S?&6RqQhF*mCKI1g=0AaFmLieyUhf`-By_VqX zwS6uXacFKq<*(#iO6ltMA zMJ1TC9mXD-?i4qQS7^8M)D4)Im1r(TgNPr7+RB-$>z2 z#@_}O#}AmX{&7#pL4P#PPIJ)T>5lzcrMyl+fW=*_1HKtIMK-P7t29+`|8=`et8}Cs zsIjs~2UvKifgp`?apdozf8@v7n~s(Uc>v+Yd;>Q}(7DVOHT@Ir;jj-RQC>R#Wp%6a~Xg%)!C52HvG$p?N%NS=F+gv2y3k z-BnOi1HWT3{tz5&OIUqE5|*_qj2}uLcs@=i>S+qv?2^q)cjFkAg^*yQeXE(nR1Rcz z*4hcX;ne?|dt^r>%gbH7u4_+!pq)WzmJ&UN40T?60m8KNj5hypo+V=T|Et-BM3J$X ztYj4?ICxPJ8c@v6van(td3CH=gP2mz`J9{vUk~atp;SIm_O6n)`ax`21ZZ`N!TC*p z!B(JtPt7{9nUQY6$!lXtgm&Q5Zf?c>#4xd2S4{fChJ$|BeYN|1;w?ZI0`p!3yphrl z*x))R-y2Iw1(=CBr=`z%>z83_GE87(g=G zWnUmr-Oa)WQxYfDmEkZFo&;j91GrxCZQibR)8lN*X+Prsl)h&`?Os{*XRC?NGsZ_D2W- z9N_gaSQq&y%6eE0^b}I~q!?Iwv&#%=I8f;TES%@#Fn-)M@rvuzHbBi%WTq?*D(Uvh zo^?W;3|-lM-b<8vjL7x{JmCF);1ntPh)npZ)Ggf-#VQJV!_=bNbvuTZ?O<&mrFV^ZMS5KQ@Ql~Bqv zTRVS+C~xlQ3YdU?nniz^GB4O073r*Ft+P_XEKZ9J?k&xLnwh(I@CPGFlMjU~cIw}g zx(u&LOgY$Ee?GU6K^l+Fb>pT~!F#5*T_WUzUI>G&sSksVw)A1OdgYTyNXZ@vKhk0( zDA!myVnN?uZDv{D%26G;bP&PJ*#kIR4K>2OJ5(1kDDc(()Eu`-`PSO{a#lza*^i{i z$*OajKyusB)1RIix>E2+vK){*n8XlTROIToJ@RaB)4#YIizS?z zCi?h&GsN9IL~zB7FIqTx%E|FqgK*J&OzKT`{bJCh=#0t=(f9n}H$JuUn_7>IXM?%o zXGEi*htG{*aeDF%G7YuEhCH1nuktq_v!Tvt4(HLTV9vgaud4#Z=vKnu{DIm&3`@Ir z)vJwsvObP2y(girX6rvBPUsFfPSgZ)%><#@`NE|G@-Id=qM{?~1UjUGwkDcj{5;KGygwNz5xp=QDob%;#4@nyj|xoj z$ko^-Cncum^u#vrgx3l+3u)KIg?`1nHyWRqVU=%v89?IwnzQn}v*CG*^d?Vrc)6SZ zhz+`C+Yfio?>js`|-Qd3z ze3#L_ALIJ|>b)`xlgSq$G9mG18>zdEt)YJ*AF?-0@3>Rx4_8UYm^D4fQ?Madzt$Dc zJq_bIPc6%77acrN#ny6>7F}gg0hBqNTZuA~_b`Eb&0kas#r>SlxBmF zPVgF~MAD>iZmy)O=;H%zJLr7j6)xfLSA;bV2ENpbrUTC`8Ad-V#-P);2k6DrM#jcx zOflariI1m+Hm?unhs2hB=A5froYpegIb-m=Pm(D|q&pM+Fve(p{PKD}?$wZ9PzLaw z5pa|J*Qnq@{*KK7loeeb-o|*)?nt_2dcM`^fGp|{_zVU$8J390MrfN5Z&;yW783m$ zcMD4?!XVB{u8^>o9;M|tFNN5*JsLhF5b#&QM5$y`RTNP&AJ=xNx+_dI;pM?$r1WMC zWms>cD(aor695I}+JAF|ihQQ%r@h;NFIo!aY0#?HQPFk|Q;XL6`YQwkBl__ga_>c} zC`-`}8=E5P`q{hB3+Du8bRQ7l1R-rqTfs9&F@h%z#Rj-4i$Amvs3*nMoXu}wc#+sR z;{=L4d+-!tgPTeVUXCu+aD?gQTS$*p8&sM-@{EZ1UzQpxo1WJZ@~vIZT_p-o%2`Wo zd^^f-bfv!^pE8`s+WRd6q0cB&16AGZRhkR%>e~5-=n*oBd7OG%vZ?S<4zOj|^v==p zdVE}Ls}TvO<3apU5Qmk6?DY%SDnFn`qT=bskMzBi zi3X9AE(ZTIOtg!POy7_+DUbAIoXj-*wCIw@UBqaCms5U4Qgdg-=yonAQE7T|JW;S~ zrRK7|RzcN$DAr^1zOO-!ag(kRikALU^J&&u`0jd-YZigg-fF{OxBpsXe9o8qI$@JY z8FnEGaSP95HNy0;lIxr1IqS$!qr9rsEN5;gkk$M0^eUP_d67|zjg z?H#6mw971bU||uisG?j^&w~_%ulqxh{`~n9d1ft306&n|m*^_V2OIN;58dx*K?NJ` z*Ts(MWcqSIsvg20MsZQ_MKr(QBd;5l_YSXN%1XqBQ8Q1(0hxQ=s*YU6L_}>m=@k|_TH=`GEDa{Zhjt2A zuDwk)#1(u7xKK&UKBf2u{PwyCilDSf{mN3yWf%zUxx&GskQCkDMNM4vx4HmQMzjdZ3K5Cr8JgdZ9vMD9LVu5N z<6!cPA(^l|RMSf&`%|-wPe_q_n6xx`C}qcl5>aS}HmapKy?iy;v=K*1mR+-YM~zq~ zhtAQGk0Y366au-W8JSLlo%C*~fA1)nIczAZdqzZ0m1Pj=LC>~a2nB`HvDi9@6tGqF z2`EC&bb9Z^1?n{_Kq6hC6{zC>z}W~fAV+@!RitJASc$k?dwP>KfmZUNPf(#iqzuiAZK1m zdME&T-yNu1!nAtXJ_~W1EIYFvc0Qsp0U;g_?h5EF1mSWr>tDaQ#xlHXiJ0(Zme&26 zKN!aH&BQH9*AMc2kj^CS*T#@2AR zY3IRuQ>0CN-vP_3D_WiOTd~`eI0{J&aLZ)b-XIc#h~IFb(Y#vA4{vq~TNOCsD4XR( zdz(I9zD#V6fZY=brC^xxRZT-Uw>rYb1%8y7b|n24MOZE`RK-?$?~;V_3alOWWO);fM=oQuofB5$h@iZ zI^NEU4N9fefTrr;v-E;%m(P#5XkfFSK7&fa~pr7+}`mHI8%%WyJg2ZDPnjktbtZL%G^`XP#uC! zzT_URuRr^+e-{e~1<-Q;D9i&dZ&+Y%%Kn1;AnHHU4rP-$QR?#rw@?Jg@ ztGb>xa-B+E&Zf1Td+5+9H4Z_?nC&Yjcwrfweb{x-m8`1*t5F^w{VTd)i*S<+yG>^6svZ60{xsk0L_0qE4W#N8O zds(E?Z)PzQ0-kG4zcSBzeyN`{{6#5u7WnoTS#GQxKk_Fxd34QIAY+At7R2nli%E)Y zs8^#X7YQatQaB4YtG8YC@y|8|^khjH^?%T$00`RmW@^z&>p9tSZ=v!aLvJx91<(2O z#hCG{8VJ7n&3J3ew}Y(kgsr<%Lxa5u`ztOAhIR|X?p`B`2N4Bjo*(`*>E#YY0t#2~ zaDtpkb+n+9SHq7UHJ8oK9N5M@7}wv?v=3noMDSYCbm@L)5M)@^(v1$eSdDkYo)ix& zo)cYCU~DA^;jsIfm$*7Ln1JPJxHSL45qI4*PxRxXdDH6ix(_#R*?a}b28YdkU$XJf zp#f1Or-{i{FxRg`1M`h^KV$sks*&;`tIpO1m66R`&oeNZqp*aWullg4(*^u^6$8u4O7J>C)DB~~&^W$HYHE{r7@rB^D)&tI^W~x8o+Z-B0Cr!3{Doc@!oAwUjK?Ve?3=SX?#bKi2^2KJA4Z z@y#3td}d1B<+;m#eip>V7#~%e*k$JBz7#1pb4}%BtSZ0~QgqbSV)4&Htz}tkeh)U& zFI7lCLMoa41M+JxqMi0k-C{NZQ=r;G7`+;Sl>Ag^5k0r(ks(CUyCja_WXxvLf z-g-Tgd8X0~n;b2>+?`sS5LH366Qc)AXW&scnd;~bw`W*X;*yk1cabJ0A~#{;Lnahh zy#ueVOEu;ivaFjU@1~sf%)mOdRzi0{$(83t^NN?|A&Qg67Re*Q3dQAjsjSU!iGLf% z@Gemv_B#74E<>f5yf~*KANhA#b$1gXKKf6u z96LI7Z(yqoIJHRbZ9k(J?34jvh97H28zIm10}jd^zP~~jX<@K&)E8WOx)9O69N2bBq-`y9t&RB{h!$a;<%f>weSGbr5|i&whtBpF;7$%kiE^Yx zUmVnbXxTrWrmsIv^%lchEmMBDneT>8=+8>W4}Ss=BeQ)8_%$t20>+PLQ~pe)v6`-c z&FbUAx~0%jjPa}pBs4m#WvW%DE!{I5I!Z^6Yqb%5IljHS|jgPB<5|c~CxeV?|=@i|+eCC`w;VQVB z+1l8P8~FI@OQ@exPZDcFdj!PScC17)_6b@H8##LN8(vL|s)~0Qj>C}33B41rd9L!4VWtVdgEmx{%QS4vDz307ufFdSL}Xe4)A&Ih`|I1peS}yd4p^vSg2~L zIAFYT4{1u^b52(sy`n3lEd@z!`_Dkde3eiSnSa(5fHP!PQW9>Y~N2+iAQ|I|_DZT!Fvw zu&n*EjqMfA4CAZs{fV*KmhVxnS{WB$d+HzYhivVbb8pCx>r9!>E^v)#x9C}AgeL3Z zH9zeQk55q?#4!i8KH>41eIRwzk@hegSvFZMWyfEu7w?Mta5F*Sq$eV!DA`YB>-uUR zsjWzkh^g-5BN_YYW06r#OG<=1P7>0o|MJpOaT~7myvPO+%X3L06GRx`?67g3zdTAQ zQ=hWU{}VF&+6nv6``n`;N+)FVYms}#9+VaI@Sxag>K;E4Aep3Tkd9+08GQ{>-NnFw zB+RiXHR^^kQlA3be6EDpAybaEMXrIrE!vQu=KJu*S}Kl?v+LI3b2clDb_36bI6iw! zU=rOB|DYHA+$qbYf%0}+N2JnmT}-#hcdX@`-)y0U$L?TNfXWpE_P@0gzBAH5&X~{W zvy-CWz?R4iohnII2WFIo(bQW0?_>R{*}P2`7<-wc8M{!0WH98spw8>4&sRL=&o&$F z^R9g|gKQ7Hr6CYy`_&7uz)vf$upLDcH22jzCjOpZLU-Bz;84?G_xmXZDpiF-O%!6e zG?t4B@co9G69f4HpS{52X{xn#ulmYIWw;}1>Q~_)c4i+-aI48)cH?x_O5Jw924@48 zzmk5OmMqVG`ANOns0QR`$eiJ&=*4ct`K__SgogJde*xUVc=y-=W4+F$Rq**$zi2^Z zCWN?r3;f9j!k{NQ1HFkVdd*6Mu24*Im6!Qgci9BF!hc{Eygyj~5NO+5!>Ahyd=FJm zWs&t(O`F?kCbsQA{^u8ej6tPHI9OOrC{R@kRN&q9H|mVc@?!zH%g`MbSdcI{q_mV-fg*F$p&JY zki(D>M~mvfRj;IG&8oH{KTQR<3?U0P%KV;w1j*v@q9>c}qh}il(8N@l)oX5L;k4Xc zjst4>+FK0WPnQVoJLl=U+h+JAz@@}Mq_kh!RYl|HC5nzwNX^y~%^@S;iX)~PrI5YX zvaC+r!1Tnv%fJI()2=%AmryOli(WV7 zWm96swuX&AjaEzR~E=rkEZkH@55!PbjYG8NRCiktvPounhY?H?fah;LLm z2UN59w4GCqaCkOh8I$QBy6moYumnBy|A243KeN6@q2GRPZ0*KZ?;TvXe+b{j;#)Eq z+kC-nh=JUI`H(Jx$97rA*Rp-^4Lgj9%ABxd=AI2qMZYfP5g*qhpCN{HsEe)whKZyH zXCJ@1-s}(>QmjRiuy7a40T`Mcrq`5xjuX$9RDWu2aKp(8xaP^cIox~TMb+}Q_r0mQ z_tl8t6l4P{J~nv!^Ha_`fxbuRS>yrvylVnw7>7gD!Fo$&Z)0x|7}iP8=>l@Y z&&u+=t43c4_cb9Efgbqd_JV>v7r!*8`+l}#UGZj`fc=bp zim#VyW_HG&!r*bMszaExsJkUH?Udx^O{PTKudb+;(!cMC2-KY2-Bw=Rovv=N<9F@N z+@hK`(vp~L%Z+$X9Ul|4x*xnot!>{kXI04AlkGVXQ(2rJrC+SvWs|X+hYnUlx}M{? zZGXRsM(yCp?1baU@Z{wTsc$Id3}jo57)GVPdj9?fv0RGnp5B)47I9Acjp{!h#!pA^ zU{T6@mbnH~W( z;LjZqYUB*!VjqkWVoYJYKOS|=fE0Z5uiD4j%xK*OrQdfGK~y$;pM|xng^1Om_PG%`oQ4@S@5_dtF!u*@Nh|D!$#rv;p zAp||xxiz;9jgiQg;Ly28c?ax-%idTfV;*qBwh_dXOt2$Wmy2{w$(I{4w?1{_Ovy(x z5Mj1R3orcnW;e4IBDd%;rx{9l;kHkV_F$U(0GK`IHTza|NRIW6DS1S!G2g6j^>o&8UOTS>MHKB;_YzQxL zK9!HVwugQU>(*61w!_6$cX{uWgWI1kX(exN+dqxbR_F1u*wb~aC5ve#{~S3=$rQ(T z&u_T6qXl*v>n+}{6mC8+6iYsx^{7p%Kw_K$e-oAM{#zb%!MYoJpp$3US(oAZ5+hB} zLtpoyoWv92|LnpO93oV%Lk`=3CHtjjvw=vR-8RCiN4%5Jg2=KzNC;~bX}|pPj+f1Pc8+V?GgUp2Y5guL^~44LT)>h1R|dD9Jl3PQgIcvM>- zA$VAs57k{ERc(caNSRU4<2q1g!&$2kc2rsm@3Z&>8%{ja7v<%#@;1o@JBAJjSSPkv zo{%u&yQZi3@d^~Zx9s_B$FsJWI{B@b@8X^f>$~|sr$_U8^-1&b>bH>CYQuFd-bc;= z`^u04xO}sqk8j5hJTg7ulCy1L>1ztt`q~WL^JO|+GNEyb`^M^(jgoAT)flVWBy<{4 zZpmTT`2C*+Q;Vj*Dao>dyBL`WP|MSxFwP}MhJ{VBsvHV}YDo}r3nber%zJkGC(~6b zEN>dCPAnX=S6-I`5G~2j{<1)y6ShA~0!+8v_Dy{_5ljM@vgEXoylebe6i%H4*{K93Gn+UvZ!-aSb=aW}EY29FeHXHRuyS32p zAfrW@#4T(thuyKKC0lH}<7@rdljoRQQJv^|vp(?q@=4wGt@9NUU8mS2y6t^S_K@W; zLbZvUE~sVa7m#?U<8(VuG~cm!?||)lqx4OWf8cI^EN9*;+2a~U-moP`3k+Yi7AODr zrSKem%ty7L%4rd>6hv(19md1#Sf5iDTiXCxrf_Ad+~E6r`D4{f`x?48*|3!2-W?q1 zOq~zFTvYYWVZ*n-M_81PtFGhs2of{!qw&KIwaj2BuNa?wa{~u8@Y*B*c)mC-V<$es z_QgoqIY*Uoi>M2?ng@+kVNg+Ba%-6(s`v2W{XX?X0)eFW=Ff9r3u}!@mOOUf z`7ZIYBW!>iHnH7BfYWz=0ihMypz3~HwTUUws-j@<*EZl&&h2H|fs%>Ei95L%ogb8K zsAi`#gNYPp3W6CFyP>^39|woWmTAfIisG9oeYoW;1|M;wn*9^kW`KFHkegeo@p7Q=(j zk@Dkk=Rx|m7mu)%@*mKM2sKx_NCoFmLE`VWn+Z{S^g>Ad~{d5VeC`>;g&G>-8Szq znr&Us9y{)CmkNSy-cKKv%Tx4nBMBEs(a6?Oqcw*eVCCJ*#*=mBd9?NPgxVS%XWf>V zeqHGSLgr$tBNO*g-QF*Y$r-gvm6tZ_w(BHkRY{TA_jEJqq*sknqM#L1pw7yxk&(H= z4&Yt1K>O+rHo_xjw`H|4PqN#Ygz0pY^LD=_O;MlSo5>?MBN^va;>*&412a9p5reMo z3+Lawv*sDklI!CYAa1(iQ^AKL`)PX22=z3Mi@1bU(|6y-wW(2s(4N(A;HKpzb`I}y z+Btsr5`7NT&$^m+<3*zcfQE!A_4(`MS9!m zy?6CUS9}j9Q$Sz2O#)IL-wi~?J2@-5^l&POd)pa=DZj;XDX+ySX7nxNOUVY5-dzN? z>854vl{1h3-z)(0hF?XM?N2FJ>2=%lDS`kWw;ThKdFQ_8-MCTHL*vmctq0xlz85R0 zjBrlvm$%XB>f<03nXCANzTnqc!|BfV#*&)sZ^JOBeLG(7H>SAAA(=25*ygPETKCQc zgXGsu7hxFxwcJB9H>MSEnQ#161`~CydW>)|Ku~4^>UVse9WVY|`o6nT2+DZu_A1w#kS|V z?BS0w<3%%=ih}gtVp(ul4NQg{ZN=-4gkC%Jzy;%ekjU}tS+~L?)rc7sfyCN$P|ZUL3*_kWe4TwDAbz; z%&EDYy>bvWaJJ7-_AkpNNVk5nf5yXrbg&DPt9UaAb2grX_bXWC)_8^eyt>~$EiEN$ z`D7pyp3HE5S;FPxZI6FT9(!poKxXPREXD5+%j||2^%kJvs*?)S>s4F~+55du8@!XR zG-!Xxy|!n!-bq(k{zFIe6*!;;wfQ!1SM4%1NXRfAp(ssMJ0BJQC5>K1!PR_&nY-{m zy@li*o7OxbVzL@vd~)_9^4uleyzLfECqF}6%(~uE4+@$~Z`=Ia?d4&tFNl`;EBuRz zC&Ld>XXfmegJ*n)#j)K|iqT)dnicA=)0&JgF9mbaY&SHUmU%KE(cP(uJqx({qL4Ff z#;!U3YeUh&WJ8bI+I%1MIOgi-vL*VcxcN0VyXxGwW1ool+?S&FG#+55Q)>YzdsWob z*^lyk-A-iw9w@17Fhqe-k3OsjTC5DBS;)@H)~($dzbuS=&=@P7_ZXnFZ}vkynTx@8 z?XlL`)GR^-xb*P8n(s>^q~ zg=6^@^>Q%SX|bu4@eMP&vuBEFX@@X=_o#JK>JkKf{6zRSil)58kxnQ?;)RVHm zo6g=;#?spxYQ@O%h|LMZS_+^O)!G1Ip#eb`*;~p#)42#HxDaL1Z@iB6es?8oumUg0vN@Q$U1=0h zRn6w09IBh-uphp4GPUw0dOCfB=0pH2^X_B^2Ny44JtZ^1%8Y4puq9VfpkDvYPFCki zE+vFy>n?3iVCWCXjZz(TwjbbQgU{0+r29wiOTz#Ah=IleLc91cU~*}Q{lSIAqAe!< zqNbX8i%rQ+%}!W6Ox)o(Ob~30%<&1AFPxoC5rMG$b6E0;XCv+Z)G)i+wQjGN zB~K-65st9pQT+VbL~Wq42%t09>=QztWdxh$`b0Jl9F&sVmC?4}7M6b2&|kbg|9r_h zXSg_EO?(jhS{&c}ArVCcaVaRe=P(+v3wUC8aDXBDDEq3kg_!n;QSy<5>mZW9gT^TP zEXx`wB}UAz-Ee2hWwx$S0;dC=7}4xZKli{ZhcxYV@pQhP^Jz^4Et9Oa%n9yLM0CSA zkVJ&;kZk2TEB3uvZ^)wBI&Xv4nrf%j^U>Y`^TEu2or$Xar#IR#S5B2cY zhU>Pr{TT~vW>RiZYGA`Hew$r6cGEUL%GmEfdmN73w--+2>+y2(yc1qK1$rTfr{b0@ z-=Bqo*~I>kls(dx;JTS6lj#lh{Q$*LR3(!!G(6~P!( zI!81yCC~X^$5$GZH-CdE69nH8#ay+~%JY14k3pv~u>}l!Zu;7d`C?jaY16brwnUCa z@+7Z6+vHUr#mG;D)4aRe27ORZcg@{|AEkVLIpfW3hl-jnmljtTw?dDv&o#61{QYKA zQZrVCv&i7VwExW9F!JSg5o%is#Eroe&DA?jb-dO|H(g(w(vxh*?^pGjHGowc52(oG zbY}_L6x>_ocIpYciCtjf>Rk300x^Eo3OpZ;7J4=T?mt~n_KlEG4M*Qg@nq+5p&5jg z=acoLrshxmQiLUm8NlR%NS9Ks{a2bOVeLQ^_4 zLaMJIY(UCBEuA${8u>mv%uS0|hL5>g8l<*24&#&UY@dN)OXe;4*Ot~-=L%s6C9is0G;8U(69i)ibh`cs5 zZzF5atYiL9o>d5q?cZa?S1l_8S?zAUvtLQA^2`++Jn}|N7{_Ry4h#e%qnyhpLo5h! zpuy+3v~r5iiaZ^7gynStfC$v2M9O$H@#HZQuvty!2qDjZk|^(uQ-k>#!z24EsG$8x z6udL>W_~OTyH28}Y`0>;!%T1x=*)mqXLu^?=sW*jH)$}i>pECw$P-pIC9> z@A!@=M)3$`cahXN*m{e3?*WIJg($*Aa{Q(7L|LgpEKIJ>fndpSMtvpIY97zE^CSgR ztwLTshc{9;c&NY<`xq}-nv1nwp#pV>(P-?4Ihn!VcPZpFMi;}5Wp3SHv+?!EL!2sBGT zVFAG#2D=}Xj_q0ZuE;Szj_cZJ*?GLlcCb`w=E@LM;5(7}YoeGLYbin@nvC>8p6rS= z7%ml?JIKnrf*8`5*r8*25!M>*3Xkdn?V)~^1#fMcm1_du1TU>H;FCv(G4${~obemA z?Yz~TJWf#$C`F)(hTah@Dqc!j1i;pRI#E5+;|`SO!EuI3)gln&5M3q+sXz`@!u9pt zX)$~3gsyav1cZJ<#D6Hc4WH$}!H^Sy<Xr}^a z(6~NUm3DPkCcOH_%cu|VAUX5h2tDexKZt=smvmq<&b8`ro4A@Pi z>Bw*;|C=J?yW@j^dopB*tE?F0coF8@;F2e2mH zxZD5L^vkru)v9?3lr}U>51T+Yv&R0m7-vq`i&maKb1BN#>(ysEaXoXRReR|sUfKBjWO}{F z-6@2GND>`?QrOAURgRTpt0=2{8rC47pgMjJWt2fchm&Y<=LRdq6@{ddDrh?U*de5H z39T7Y6#;_>kAG&PYIn?6)aC-D~HpV=}b$fsrCfZGhL;8I_9DPq_1DU`U|<7wIb8M>RI$% zRb~nrtB4K)681D6=8Rx7>0iJ(6<5V4YZ0tJzg2!*z-k|3jTOP3mUQt{*mTu6G8`gR zuA;)Gc}Dr|gclc?bRigqBKsV9qqv4gP$0vP*mIKs*0HdR4Rimp(oFkV#|kIw@#!&& z2A-K?Y_6{L0t{9XV)HltH)n@h9@Hy}*!rS^K_r6YVfl(4M0VbofKd#O zM#cl0ezbc>#}4SR|0-I{+ip2{LQX^_fU^dJmndjFh(lnjjvhUl7`12CisN-{dxp7T ze^Gk0pX0DWePS;DI^|v1j#ah#c-bwuc1Mru&j?+}OoxBMChrAwa-OeH^JyTI}M4BZ66qF=&pIm zAX!Z(5vLOr9apRY-4qPPUC}d5GeR6!!GH8;a;j_1n+Aoq*v#+rJZc8oYfq=`3>t4^ zO0$Vp3d1yBpArY%5m2FsMMuEuC1nvtP)xe zLzav_9%4#4hq5>J9cQl8dS0@hhjK9(GY}FplrLYLCnD*_2d*ZPlxC`JF zb?h-s_#|*~ZCx4|2-3PK2D%M;l z!32F3b{FYX-V1YI)U*fsK6XJ)MeJ&Jm$hGIB^hI@u3~)sfjl_SQZEKEhKO4rB^zZm zlwx|DfX)8NsiA{9X~G6JkeYgNAZDcYv!8_lg)=`O5O1ujzhQul1QCIkW2E&I~R1a9@2QWG|xF%z6Pf9y-oA~2*fNZZRd5ugp*uxfN`8kU1? z0pdbrxhQ7epos%6lWJLyykVZkeT|O9)!@^acIwxctK`xSW)O2rT+xOVa$E(og>}E? z-BQW+0);yOqs& zKKEVz$%9r0YUzY0lcE`3b_I(`yUb;edQ0}{#bZSyMVQ#^) z;?$)#Y*=}}h@wONQe9v!?t+3*mVKD1#*GdwEk9joYTO)TGKeW>} zDw@UfBuqAI8(KBtBe8yKuV}nkymO<+e9?a5x%Mbw*XQy*6Hx;tm zjEoLJ&B*zsBaV0h5INL~hx7j5#YGFjf`j^@{y$9r5)(uJu>VW;T&5X0UykuUtpp<< zTLO;~knnyFEibG9bvVE3dL|7vt;{3`=!89i`+YN227p9J|B(%=*bL|jvXxnoTex|6 zRm?2Ysb)A5ld*|<`SrRGfV^`1t}9Q~4iRui`;6Ef4X{~`)Lu;-&v?b{9&uMMZ%uCs)|e1Yb15Cj(cA0^a-M0UtH9$OaO8o;E(2Vv>-I!q8wa z<6Xf#-yqyahQb{oA*o#YmqP!0Av4f_#e{wdnaenvw2OU-eGglIW*aDq+Ew=9cc7P7 zBXlY{W+gu@3cr>Vr3@)5^_-FEW19Vj5~1`!VdajYeJ8>Y9s$3v>@BSG6YZjmCPL|z zd_S-)Nmj{K~VUzw`HMmoZWcXVO7eTz1ZLy;`oXQ;g{TwZX7O$V1?>bctC5f+ zp(>FS+oYmcoD2!7aQ*JULd&l3iarwNn538~;^(1QOIjLBDg0$?9{t@)K+V$d(l(mx zHu>YSu+f+A*V*g;xpN8VFbY9&g^mj-R@yfeKDZow{)d=yI5oaU7v6weaXA8Za~FFS zD&@d3w3%Oo!^!n=e>vi5o2)s^3#Y|h;TVbrNlxYXx-0OiJF+HY^+;U%=Ziuh0WqgQ zC*yub*Z*_g{tck(V5O(K;C0+T)^&~HWm9tRJpoTZAEdrRHS=Zi0fajwCEFIG;CcJd9`W`-_s-9HE$u(Uw8u>;IT}tK49?C3Aa4sg=O*&^-**GO%&eC! zn}3(O>1c1^msqn)H^TrWo+;< z-`@AMWa!2B8O~A>KVPZujtA2!L_Zzw7HsrsMJk|~^VOGAvm$Sn`-yo4lLhQ5&diAb z;;;#vIB}>vd7#((&lgESOY(fD*41q?guM1avt{iM{pXUIcN)2RmBvN}e`v>c!b=Wp zpGz3D8HDrgx9x_T-@@<>Ghw-_|O0OH-+?s97J;b4D~^{z|GE>KPjCpkZ69xI@vRs zc%$UO(j9(Vr&<qqIbYJW4|rC3X17Lk932Aw z_g>?_2(bX~@3I9}i6eU<6M|TedRF}PPrJ!jB!P+3pIY`?%iTw8^ zW{_*7pg_d<%o^4S=EeZ*nGpO`JkPTC)Uq;_TVwMX+Q2y`e#ft4yyC0hli~6N_XY99lGNALwdt=ta*CnZSI3e07g^L9W9OBgMx{fbETu(v&sf_O^V^Y| zEYl{;t0>9GkSW*aNT%Qp&U)jB-P9W#Wkqq}h{k_T!|KGlvpG&<>Ak^=%Oib>>)|0u z?u?byDqjv&AkJ3;r4pb-N*tQ)C9qIj$2`wOG znRePpS!zCB;eWweE;&eFQa8PgX7yMFgMeb?VN^;GDJ`3^tc#d2u2 zSVv_=r7~JR=u`vLJK77UJeB{yO@#G;(nH^{=1c{>3gF_+{1IRab6s6KLtG)}31=eW z1G3lu}ogRK+m-e?)!bV_a+3cN#kr+iV-#w$s>V)7Wfm+ih&yW@B3u+fLr; zIp==fKVas=-q&91r?sv{*m^9;LisFi6j4)mT>*;&qT7nD)24@#LYpR`J__n{)dK`# z&TTP224sz;w~&}5$VF$qkBj#0C8R8_+;{4xXBU?c`RXSKQjCqyGB4R_}JK zi22Vcj|k~J|1p|Z$`tZ;O>e~>NE?=>WY?`#LJQ3{N&0U8g zmP<<|b(1}71#O^otHf&|kmO;ux1XI7=JLcH{EZP(K^$1!?Y7j%ylb`Vf=T z)zN-)ac)s^a8EStnh&_!T=8?gSvUtGQxBZ-yputNw`B*y$@D6cV$UwzNr^T@ruPQ_!c_iIl7U3I zCY^*ZJQ9dlFQqMQgOtlT?I)~j%iUHSHo}>OiNsyOQJ8za43=3k2;;Lr z#2x2xP79!}2U3ttoizLum3?+DphQf_;}m&D6V2D=P)SZrJwHMkkSlxyHp2M?=i_mM zpe=Uo&Qq_YMcfUTvA0bctPbDNcZd+A49p*C8j1Sedsb-3mJ$fe zsw-p&)bDxfx}w0yrN#X9ehWR|Jh=b!xf(Xe|`~H9$_%`f~TgDg)u@fW)9R z({#?MftzsYXE6d(D#C7zB+hIz?3>HNLD-VfX1r1)FznI5DnDAw&BK>$9)J4HkY{!T z%{T~+*?8P$9y@E{ziPfh`iq?Fdx&~Q3N(s^J4M0FT&t+Pv_FfGigXkR+bivBf1pm+p)L;F}`$<6!*3DhDYT)Py)7b>0XbQnwdUurF*&qzvACDBenjw1)P=P=O0CFd@2e-YlF@m&*b0hH5UmbvTh z3$=Zk0lHjSE1B#!%irgW`H9=(_AoL&9?kq_e_U>XqcLpyQ+XjTjcGu2L~D?bekd?< za11{f_<9l;T@)qaZa*V{MT+{c_awDzaSQ57T=jSg>_*D3o*oIs!%ols?Z2p2C^_)qulu<)<;Rr^OUCXYuV)@E zS)EJp915j+7G2^y}R3cG#VL2{|0kCok#NLpjpB z#5{f1Tf3OfI>di%z~XSM+4XTvTd0WIx+)YQo!D&*Hda6}4Dp zLjK-w>5Ue7f=TA77Q&l&>v+`UXszAg2b#dX)kh{Li@ND`_TliMtp|BRIR_`|M*j%S z>=^*ow*`1~IxhTH;7T!h#f-2&7WuE$9!G;7=1H_}M!6K7mS0oaG0`5q?Pp1aWrLKZ zK2yQVC#Y;NAcm0&hLo_P&M@=u$vX0<9t!W;N(=y3L+FmmEv1EG0bw?G7hx>mx|43Z zPFrF+4p1c<()GncSn(KLbB&qV&MK9o&kxDFk_FtjaI&K}--*BTChhThz3Jp|(MA+w z0=(!k05d2k=uY3Rb7JEt{NK)cMpA8ml=pp5F2|GFOr7?afbAnDR&y3sbLX6MZAF{Q zWw5>FklY(a;Ysx*nf_J$yKT(9KDi<>B$Yz8SD0mbmxRD`Z|N;)E1(a9B2_ud}EArMfRDZe%YVt6>N5u)im%p%o;UhUd{J%#T{P$4?YiCrLF5O~qK#hmx zm0BLx+U^K%UuBT0%mDlx(mjL~(SDJ7TOO-Pvs2v(fpe+q$6^B-KuC~QW>=XEL4$%F zHGWx0*Rt%IMqY{9ic7P$QXa(1$t&NCHP!64ZAFlfrI0iIQkn4!#!ZS`+O`2}vJ zZ^aDYi=c}(mw8;z*R)ksFv_YbM~^vzqDHMbMBnQzXX(2)AHGgu_Q>p_b9M!sfJD>4 z6W?80*l``8VTIl|ze#oe*ULUtPL2_#mWu;NS*(-}m(4>GM3npVLM0+jzjN=mJkFd< zQ#2N;g=eQ2^o8jeWK3O0`7{YzMoFMz)#Eb$PJXU_pm}CUG5k&W(pHC39}t<`y_m#H zmZkC9>F9&)ZvhA4EGtM89o>1O*7^<-Me(zEAdv@6xH1?iQOBpA1BhL|Fd=!Wx7?{X zshe0V_um%N7~Yk*N*pC$(aHyoj*}X_@WbgWvE6^)7ef|ZwDC|$)$T1Q-9qJltNJ6@ zn}V<`HACHB@?#%z{-qy*puY=FVS@2}Gkwc? z7U+M6@&fH}grFz>QNq-j=p{0ye?o)J+48ywhhe*pGMhk&fvDBOhP9*X%QW#!?uF zqi#hW0XiSpm9_)sUuIbBh=+U3O^o9Qdn-Mh>NVYFNi%Q{`*NZ>w_H?_?UC-NxyTD3 z7%BN`{3xU90&rKW22#m+1U5Xwq-d$lvfWWY*q!g|#L>q3(ZLEUlG(V&tz3s@$#c+Q z{lD0R5BmKno+^fU^I1}CYBm6#Q2xjsEqv#;RI-;*)WjpOfEL|~ zV)-y3jcoF54_-@Y1pSF~Zalc1fP-URLA^>r?wKF9jkNZgO2wD(S&pAa40d(l77D`y za@q-*{CaZsz5e$L%}0)AMkF1iR`EX$M>c|x?@(hiHfxMsh!GoYw=+9dFgh*p|9Ss{ z9|vWT1qqNQ-pA`x56VA)1`35a*QkB`pb%DHZ=6}$@Bjx9XHu8sR?fI zMYXcC_1ke~D*%s$K4&;O?{5+a%A-T6r$o~g8hL%8aBZ5E9x>0Jf0`er91EDcM?19hsip*E4YD z^TlTSL-{CN30~6@$urS#l0wgm4cwnZP-oy@Nxg5d`IpGxgobN{OtN3~XxU)T7bjy` z&BI#jw>9oKNey7EWe5oCZ&mFUjNzlpx2*r`VJ2*f9U8)24F(mm1s8q(JNtHK8quvykw!+#p80yDM}+s?2Rk$ z(4iZf&1dIL;|}Az+9)(b=r%f%;PmV|9yH}OK&|C(quN~#2MbAJB+Grf&(NB8yn6?-_CLS31Y zAX#w6DQXg#!h1X~*%Ub$lM?wvjx+7PE0L%sQc+3BSt#d-^pBFd=Yi#_01;c5y0*z5#{VN_no zB7^U3PP6=LG~Q7CLMaHB&jI}4(5Xc2Yzadq6+iM8=_*NGDs-)99b>Q^hq6PlODOwU z)uOVvUkD21$V=k*v|4N$^EHNW*JH-G#YgP619_Y~5*jd+Wkc*ke4Tf%gBVyd99QfT z$bNdxQO%Q73It7dq0T?i0mt;JzbLOdDK8aQC^W=kXMEquVirhKDT27}@8Fx`5zjyH z0Y*#~NL@#{gt-L(M#5eu1q~xn4|cn0*rIBC{h64T$cL-0-1mUU1~zR$K-@O?Me= zqVmRjsmrBwIreeOWvobnhmduNTa16(YCw6b z_7XjAV}OsZPtLWr`=*ztBk$%W2ffE@*`Z%UM9mi_Il9wr5xIO9v11}WbJ0BrE$W1P zi;bS~))1LIQgYd`b8zkm>npd!j{D@a6#%Cw$&s7K1tIu9Z3YcwRV|=ZyO8Ojl5s-x zGIG9f-#InDOeE}3 zCbs`PMVhXVdJb%kycESF?2uIrlINfTm&rsL!=lq~a_Vu*SQV*Z>hF6j^~9fZ%NLO^ zdebPnnP!^Z59Hp7I*MBOpGHvvi$Smb_$529X~)nVnax2>YZ=!@1^XG1&L7xsjl76* z8%9sS<9+U%Cva)XJ4U=&?bP#;-za`i?+jU;3{2Ocb@}82;j6kDzB!OY@&uY`^M3YX z>!Lp@tX9JADlMxs8i23Kc&0b7C(ONFFP86$#;3H@R6DfQI;DuYuJhaLIdW( zPz1?r33YYTT${g-hY%uL6EepJ!%W$^%bpprebDrpjlJdHA#48B&JIeY0RM!!^3L-u zR3$QBBae=?^a!I?Ow-Ca1l!GF|BFMgU~w8^=X1}XK1mzbme3!;Onf7SP}+}6{U%8f zPsS8ytoZChB8+q&_Z2fXl+?S#83K)|_+o)ANGDVcgEsd>#-i?bw>Vx7_*1Oj=PDq( z9R~Hrj?oBlsgyj_PN8(T?(8Ci?qyV8k+i4d;C`;i8x!|-T@CWwD#>r(FR#PwqA)7N z|8>NvIaq5is~+awW#8>5FDMUWU%NA9W?<=2ohMrZ!^k~AVJ|K-aSaiz3@mW?W}@a{ zpK9#r3g%}GjH zn!7nkKzl>?5hwp9H2p!ut5gCN(x2hsN0?_LEP8!J6Z{)%wQ9hKB}+WS%etYmysGP2 z#8px$i!)j$ z%nEM~5ECu@A~#wkE?+@KDUWl2t@?N?`_6aVzdQNhgKT3$;0yn5(RgQkM&V)LBw&-w z2QdQ#t{-@RTW_}(h38P2gw4{*Tm2vUCSkuivc^rArXC(*VZ}!oBLI*rH=`2w)#-@} zw@A!I>{~Z}-p(u92o9w^whb0rFUdRfI%R4_e!H-r4apW#2eRhY%g;8yP5w2FkY5)L z?)|{Xu+8`IC-$RyJT^Q)Yr_PGXDP;V zz~bIjf^!5=$K{8sH9N*i2cfu)|0wU;DiIk5`pkNti^FMjn}a4cu3~T64IW$Mn5>PF zw1BU6Xj-tP+}oXYmfD(kTxjf%I*Cu>5_JgTrnTX-no6sYsY-Y?gf*hDETF5(+6Za& z`~%XW`>e+d3(uS)aWEwmaF`;9Dh_W>I`#mtgV{f@Kq7A98~-zIZbU42q!6-=<_qPrlG{ZK7tBQ0dyTgn;!{QsBwKsy;VXsHaDDtid-uB9~a3C%}9VhLm+LzRI5tXS$V{ThGwUs~DTn@;}(H3e2+ z!81T8%5mAbNgyW+{RzG>U{bsedRsGdg*zZx$gD0dGdal~>9nmQrkm^0z3rq#NZ#=K zfPmwWW--XQ%({1l4s%DW=!ENESLQ^hon7aJK8S99hqx|MS5aB30i|lW6-I2}@saMv zf2`D(AS$IB3-tUx7RC38W|OJeY`)SpASbIgCgIG1>EV)y{Z(phTp;I<{TY5F>=w*0 zLaCDlHpc|nyzD^FK^(aF{A>EtZ|=1t(PDdaS)(KR=Um#p=q6CJKSvvpY6U~}W z13xNKH|jn`QeR!ueT)9_+d-GR=pYev=FP+>b!b9LWdF|u#^UNoW?*(y!Ti=CgNw9u{Wgt^}hJ-BR z&ygsjJ%hXJGmoeV@_Tp$lnE|Wo$$T1%UW)x`1yj2C>oh$^c~AV)=fsxq7y8n-#V_u&-f8(^JmE_na7p<@T-2T zeu^Uqr$y+GIIC6Z(WR7r8v`UAzjr8Pa@K5C>b4Z>PkefP-Ekud+F)^iaC(T6&6MM~$O60ewOUn>JFlMq{5PEE4Zi-G?wk*=-o{vN^I z!|L4R6HljFWTk%ATFh*-ayOZB`6H|~jN1oEAY6I=#L&;7D~fa3fUTp8FfIk?NfSQ% zz-JMI9utNfLB-|WtUX#%T@A4HLP+V!G5xFVvKqyN`Xfj`IxxAjQ@3}Th*zaJLvUy7|-Kf!LjJK^ZCibUkvi>I2Z)xqnnZr>62j#(~M*BJ?_HJb60u=Bl6@Jivg(yY>cKsEpS$ALZ#K+$ahdvFm zCd@n~AKAR#gcRCr{MBqFs3{R_b-GUa&jc_k^>lEbHs&fVJ?RKO0pff!c-^nXPpLZ5 zD)rEsBT_hx;5`EfK*|7rw2|vwbeyCK1>+$y-_BmAj8nmEnCHuj#bmIPDN<5O2H}_# z(SY3q^iI&|(7DDC2T-N|JMqX9u%Bp2hxIG4Ovt9k89JBK{vsX%R(8hKC5|L_Dw3e@ zTsUle9;BYx_Z`$gF76e#u})z(DTGl1?x7dy?z~Pbg$OlmE(nU4()HG-9va1&DuDkjMPFk6Yff3w0vrha1W`$LRH zJb~v^MPTsp z*_xot%uTZEpR-!>tlj#0FUq4>d#L?7^H7JT%IjBbccHmFNownY_}m%#*M5;n0p1T` z$f8wb$H@4S8=2sQxClQ6wS8ntxz7Y98E*_au4yc^x-*@~M^t5=SY z=4x}yiB?xKE7=%-aW}g3r|HspT!Ok)8>Wu|4i``0t%i%f1ev6*C*kZ<06X9^E=HMW zKT|8`Y!K`4u=APWiN)2<(-I0WvJJg^G0 zqZkG?WKGqfi}AoZHrmgkjs4E&gWR_Czoam;@wxIQHx4QGrg3@hfA8$t&`xgjpP2hw zUn&3A*Cc&ya-OIoR4FW8AC|;4X>KE{V1^--A6gE^DScvr=V01FF!2qMwd?nhCLUsG!(L+{HLK<0yF z-F)tJemMhMq4aHaM=*|GJ>n;BRCx4mvlUbsTBw5a99_Ej{o!H_&@?t*H(r<)-WdETR-^eh%BnJaBVwTwJ-y1`^L3-LVnbD2?+M=-1 zQF9YvH%z|zTMXzGsxt`Lz2pAqny%6hX15i8X1tas&03LofYdK7>quXyb7$odMt_;= zPWp5Sm*vo@Ou2VDyWBv|H4uHQfx-+7vGn;A&VM`Gm5>o4yWl9htgW}Ato{XWt3jTs1|!w<&)A;AuB|!=F=XeM2QD4M%%G7& z)P5~B_oc{L*aMMfAqgQnjAU3GXcAtuOf*Q%_y8O>Z}2~Q!mOiAnF`x?Gg6Uvqg)Gc zLZamXKT#1hObu(QY0szRtCx{@s$Kis%Bcs#QjCi^7o2 z)Go^dK4NN{fBv-d4?MVViBIBq-Vk}Tja%QU?4{%)uz~*|08#tKD~4wI@m*GI+dsen zjl)a&OIT@-*xw0&c=TGgWN(^@B*LZk>fvAeY&NlfB{ytiSX<h$m#n=%vgMm`Cv5kJEA*Hkc*k(cl?~cw zw}&V~G3_j{))zIz8dz8}rdswM!p2J|+#0Vlb2t1Dl46pI*~X3KRh&Yj^f&e(_*FzO zA+zEX;k&gfjGS9Dd03dMLwx2vHh{1vJ{hi~Q&P~b zHAQvlTOOxw?My{%H3MBMMIpns0LN7|QbMk9GpJGPr^(onh0k^bBF{2Lv-}>RmKK35 zirkTX1WMSqUN??FJ|!Q%KC<7IYy<3IYQ)$wHduUSPJJl)9(l@RgePCYB&fanW}wn7 zESsxDzR&z)d`CrhAC@#Zv;X;{jbybJ`02a=htxApxSICf8k=xKPoz!tmVo(!QuOI{ zGpzaTVZ03cL=!XWeZ2k$gof`8Z8_f)jusbFNr6PoyDIblb^%=Om=Uq#$1BGqjDGi8 z#$dNPm8J9#-D!svGise>Z(p-gI-$mwqM&|u_a3PJ$=r!go4ZOj8p%xYZIH^wu=OKZ zZcIW&!lrnbf6)cv?Eq7=>v8C& z&d@FjG$jD*_Lub0j9f;P4GTGs!+C(~#Ub7uBa!by)N$R)(3c>5S*}OTUOQDZG}pHS zb|Ogsz*?R^DY7;EQ;PDpgEx?ZY=edSD7MBmL-@}w8m_v885*jl0LhEXfS%6ifi!vw_v+!!wYaD_JU`AgY-W77Dty$v z(lU(J(ynG^27Wi4jUQ&S|4;UtCt-v|?Rj&2_Jx`JuobBnaZyX2ZL+nk!}rf|aCDUH zua)GrNr<2M=J0qK7rE~F5LHqf8Z|jqO@zZ?{2sHwz;~_PuSyy#L5%0OLi&?%)>dp& ziMB4TXaTaSj$qMI$c{+u<|H1(h@G##wnXo8775;m*YpgHn2x*C6?z!k{XE(YgUHtw zP_!*#q|~7g@Xz)+({rw3ATP&`>847HU1RMG@RVvST=BW}W#cC{wtUO^$B%^tI7 zK42Q1nj1act8DX-o$rg3L~czV>1jbsTvq4Y5R-%Y;h<6` zd|0a6Oc7dvTldcLsmx=4vD5Fm#$BC@ot$QxI=R_trp%A3hFO@tl#&L zK9A6V+m*J-^(vFIx4XTaiW>fOI6wQ@10Mv!TA0fM_{QgHbe_|;H6(`g5#k?e|H*V# zA>GZN9Vd#EZa()*BAsnieC-16#N`vi%Ja^CRRuDdov*cISo@r0wHpr%5#tHet&T^o z`^*NL#$1%v$J0;2(!i3`*22K@)wFD@P-;U~WOX0V$7cAd{_kCv)pB3Cy&79Lo9x=! zYM3&Q$8EOB5X-8fObSa#bP~7Tw5j^iS}kM(y&Sx#|178t$%N`N7K!96(a^oFYimTX z$YB&!cian1R6Ovcd)&SQBgANp5IxHMn%|D!g3P?yE|6lx4vd!ur6a9zio0? zoz$HEam-yCb^yTToEtO-?6E~nk}4WtJV)5JtVwcDMf@ur8`&;n)?|Mvj5>#u@bL!$ckLTf)y_+0S&OgNdJ0y7EejuMfHvl$sJ~cbraXu-B^Z zq8uNOoImBpxgg7Bx3pr56Il*Q!TMW$Ljy1(Kzb!dopBLJ`bCF zS9^Y2*!@&x90Dbm>kaJ|AFof7iu;u%_8F|z+vpo`7XEsnv|cF_4cv;Dl9xZ$*u9k)mbF-V@; z`avVkSH>jv>ST(VGZ&pB9xKVz@OT9hPB7k>O0LYLo#52wbiPrLX%D22ZcE~tT>2YM z2VhRiQ^hzlOH!b0Iw0515|NlR^&V6_A`=frBcNX)rul^ot*cR7tG*I43^1e1l;Bcz z5cVAl^KiLKbh>W)=?-ly+m9HE zmSH33Kozh!yl7lB!9P?@%M@kJ$&Rx!6v|?}TRTw2R;yX@cevuOJB|nNV^Thd>b2>g zG%+n!F9FL(l# z+;RBf_~!3Px4adNSTf4ycdUiqUb5p=GOeJ)F;JDh@QKTb_`S07=PS9zm}i-K6@97Y z`e1xtD0v2FEp?2Ab{@wL3t$2@8W_o4ZWfnWMs1qFd4iT+Dj#+7y9z?G?gMEM&c+k5 zF$E(Z5mH!=&VC8C+5sX!HX?o(#}mV_-=1=Jq6(=`8*hveDfT#(0b7fVwpjIpWzg$( zi;w&zqi_}lvWOt6Bz;|XM$Un5c)W_Ni-#ZQ<_e~GJm+AEP%p`OHoC8d{ou1&PmI%N z9>+lbT0R2Gv~R!9aqE9c#^y-8qHMb&jdG@&?q{gwm-T%HcY7UBS4D^Bin`iGD<^NA zV|rqvVynq!dHYg5xKipRmB}N6TAEIx!bfPHl_gNS8VBB*r`@AHAMLK{NXIw6Xe_eM zJd@KUxsj*drqSq>(%_5dCygrUiC(6ng5xmsKl`n0v)DBQc(>ro>RKt=TgRm;`lkxz>UrRq)E!1$Q2Vu3ysK7U=cUi zmr!xy!`W2)+i6(g!PWHy7$(D~_L4149P9TPu%TRsD{-GhNsfF$NS*l-U6nbq#HiGKo@e2~ae@5LZk9eNTSho);d= zinD2-?~ua2^?1lpKOYp4KvtWpR7`8VQj8D=^_H=Hw%e{MTqafC0h9;Cx2aitohM8P z2gUh-_E?P9?^87L(?9Ibg3I09!|0LB3a6q&$+&(x>v}zPk5DkPTLgGweahSzl*Ez6 zMYXyYsfh7Ue_peIo%)+!hq?3xL(nkKd|lwW-&hBw0ok&tW-YQU2k`t{A_X-y(*g+H zKL`W?5d*hxj9?-;U&TnsBX~pAgT05MI@5s%t|cm!>`)z($6}Sur{8u9d^@<;4%3~9 zkA1qJ?_TmQ98{skBNqhKBIOCEf)NhWIy}0_Kk#p+3$E3=b)O;+)}` zw(Y?4Xae!6-O$64ovqf+1Mu6hgLU5?LDANGq1#~QQ6<*Za_oim_6Yo2=Era0SChhn znWjr#^Hi`rswg%$2`=r{lc4dl>gl5SGM6%$*@29K3k6#88im;S`d)5?x)zV0lLM2a zUXK}o4*1?@7Md1_&7Q@Yg;PZNtRYwqj^O+nbRH}U9OuLAZO>M7n{}zOuoa~FA41rV z4SS@O=GBp0SO_J|4#=C5^wbQolobuSbg)Ke(ky?wh#6Q1WrpajVfJa|NQfJnJvAN) z`ByRA_icb^K~M|kxtQt)u1P8lvfN2!Z!+FM+ApHn$Ncz&cSrTd#Nu5ZRZw!bNPP|t zR*Irq{@Ga7+*NS7euF{w@dV{QeAJuw!%7!tzH`oMDSs6P%U`2v_QVfuLBSt81J#D9 z&XmMN9NktY)Qmj}V*h5rvxu6Egf|79CJ)nG?q zYC1}OkR3$EWn@1<(*h^0V8nS@t`mW_T@HMF??@_QDDJWEc3qkp{V*mN_)v!g}$Am@?XHT*#iMtxV=k_ck%yiA)8vTk^ z<_zZ}0rxlMB{gZ-=OYrK7_1!5j)OIc#vEyk`adcU;I6yBP&lw+73gX4U9c7aXX7*0 zT7hy2dQmLzT7j37pDwBlkT*Yemn!OoMZV)GYA2xqVFhRyTD)#Z(gkLGswHEm6+rD`%vRQp5a(Ulb z?15nAM3`ZaggFS5=0&u-7*ZO~PplgfSb@v8Aa3Z}K9b8NgYcH_qS*T#y=rfTLG1;5 z+=~440p$+g^LZ6LQA#^WK^aA*clGp->!kY8YfY zYkljg1u3o3$a+ygcT_qIM<T|I&Ic_*q-ez#n|Bi_=kN2mm5kRdUV$)s-Mn1(?Us>4?(z7C+ ztTrD3J<54e9yh3SfuSf41!wa6p<*wuWI^*)Vn97EZx;3AJ zMLov?_fYIi9@xeI6Y9<~n8|@3+<+s5{&n}yQ$VX;QP`d`K|IU#)EoAx?&GejD+cQZ zAK5M8+yOYGIn}ud`Q=y1{ea61s*k8i)Ys!2Qr!_rK$f4A~kB6OX z)OaXd!3z!=#Kvi8n&b;Y*D{xuvO$??achVnaS=MJbmpU_&j=?nLFtk2Bnxx-tNxl6 zxv_(1$F2!_Y%M&465F9Fv#DXnOrq+QvEt2rLP+zR;Vi`=NSZM?&}Y~>&%V)LK32c;!<;9||n49Hkj9oF<_ZUc?Mjhlq(D97}lS8Xrnuu-y!EAvZDNf-giwn0)eV^bM64ovV zr)cu^Pvi>`Pgb=-@?`T}01GLk`ObQ6NDAF~8`LQz6jCs5Mcl}u_<%6W<1nju#{Ps} zyFdNf!-1i)e(U|MY+-$6_~$>H`*Q(GIof-jJwI&^5-#H3I?MLH(Ro1I| zV-#tpxHFYS&X9k@M*IEwJhyw1;YQU^nEP-%r1vN5T#^`0u8AcUcU|LSC@cRV@4}^s zl)$k8oXh|1AczqBbud+#(i?{i0V7HDOX(Gl^Ot}JPW$FO%YNo64Rrmtzsi~vU^ra+ zHxt}*Knsp*D6T0f8gu%0RfRQ1h`Oo7fVylFJ_eBq=s)}XaWsZQ!0I_)T^byhwyQsiG|DMUu>WChg+ zUu`0|4ej1YRuZEoy&q5G_#=?Q9F%k2Olm-r^;&q~9)Qi6&ba+s7!*05_9al2lXGaJ=ter=Vn_z^+*dQ)>SA`dZJ zAzg(w`BX9>mDjyCbzf^QvJ!Z2q>SzI`gnDgdajqPqqg}yBfFw%YQsmoLURZ|#QwSq~>IEwgX?iFJ?XdLK6%HZ+Q{GD{X;KWmW$H;T1wX38Pop71+>IcL^M z&J@aO3^}5kPpr-{nnA>T?q_7U&f{K$;SAM1W>VxWdVJ~QIUo%0ys-7bz~ETL)hD9V zt%fcV>76C5HiH-hqWr4I?%W3Fe5`be7k-8;EK?vwdgu7^<1kSCmmjL+S`VH^joRWf z0LKpKL@|whDJ9W>>rh7;cf_|#VR$IOUh|^&SXi=K2yW%C3IK08uXu^FJ36i zzARQEo{F_laZ&RB-_SIk-zdNUV!(qdi(BoDzM*!7Z5-v+F#x5w6q(F>3JM&l$35g~ z*L;!Nq3p|gMS=C-K|Sq=s+Gw>v8|QwRpULN>n|4v;Mr-z6*Ac6WJlf!3r|04=(%U+ zx6L@?6Vmcya6AmgN4!5V9c`hw-JL3#n#gk_`RK70xrVOn%37PTqV7glED_LLk@XuC zn2dg*EUkmjvJ4kABN|M+`Xq$PPQ3Ede#GnXRnzS(A=AbZSz~o17;u8##a+LHyqud;qnpLtF>!k$GDrS%Kh>`!^@WwkV zJ}V)~(_l+t1ngG75KZmhnc_k^-ve&6`(4pEJa%R0;J z+q=N32k)?L;|+odY;c>d@V!_f71_5dPa;I_8;)iVsbu3%-+(_LdX@{xTuon`a>xHp z5wO3^FLWBJslnNpY!`4*gyDXpmXun%17}usfvHVY2Fn$k-_FajTnka63!YraA}lg`+?FE;1<7cw7n0Kv zET|pn(PE*$6%=&dEN*8;#E=Z4DeHydOEW1B|I{uQ%<HX!T9~<@<1wSo;QmH)goysKEVIfLU`SZ?VF7nFI zwBDYJiMnJ*xLs62k#P}E}RB&KXYwjkJ`nU4NI^Uc?Q^o@P-%!6@{TAEhipka~? zq~l-yjuRJY7#YGb3+J@Ui|U8B`SSzOxJiGv9UiiX)(kn!+`Kx58^an&E-wZAjAGi` zuMPi2JEV)RoVtnZz`)!0;?s6hj@GTNSzQ&WFa4mGGHn9N5W~YKL?nF_5~H<0!-W%} z=npYV>rX@4E@WNTo7##cs30WgKtGu6Pl7^>{6z0Fm?OTgFJxBF}1jstRv*_pQJmUW8yaLZ}+*IYY7yh8zrN|{7GpKpUI@aJ$+hCF< z#;_vpRt=AdJ{_u-shvq+nDbW(#7r_Mxw4xqRB6=gNHyr4&63S{e79(_c3Sb=z2KHl zb;OBttCU`4D$6dl(OwFL`f5@N!&a2X5%w#0!nIEWjl_fG4M7P z^j~s}W9%K)zoX}$7ID>7cF#k{ndh3`+q=dD02*^;3H)POSpGN?o^#BMxqP^CU^7SA z_FhaHh2K%*Okix86{1ZWy#$f##%L1H4A_#VD-nbHoeMB<51Yqut7Yo@(6f-QtEv>6 zChmHAz>@Ydkk>x6xkm>1Y>Wk4K zD1>};LQ7;t$Cy}57v1tF z0{UG}+peJOtU}r*htbvMwkxv~P^>0OO|kH=kMYmWly=yy9uJ%*dyjot+>w#Eu?4nf zW#KMPMn$9_w5fx!JgRN}s{-zp%R4S?0D_nUYOom!^K@b{&k1lYkV~K#vwial3Q!hW zZ?tm-Q9!squ}hAB|2eCz5#!i*IGxAPgK=lv{Jsu~qcoCVXwH3*R;Fz2MzO^fpD~@N zXE4jHkWSwOfYYWy#U~I8LK+KKDGh+cz|n-H;M()fOMlXx#CwUgUgN-wQG-D)LHM-| z?;pBIBfFgtxrtPR(8!*+-vvSIVM%k1b>o#)LQ{{VCi)%_@kJ{niJ4Mm`1^02tm$td zfDe6Rx#o;~Z-#xfz%c^gvL@=gVTeE78Mg-uZqwEZHC0pA^G2+Q{a1(V&?&^xH5RrF zCjyr?Q@jVT_Y6Vt7^l=5ky*wE7zd->qQ0jZ8UEJqiqkDI)+w_q0oQ|^hj3ND3n)3|tkYW`pr~U zQEj$e&?r!}6u08Ry|}x3@ZuDAcPsAh6n7}@E$;5_PH=aJFMZDYo%7@TO|r7Ga$mA% z_RQ>0n;5P-aD^R0-zXw5VBl}?Ud;Fpt&fNm|a`qDZ0=>Gp$ zKNCeq&K{qb9oEp=2*}!qrRB%?weXYP$98Y8)7$31-Nnqd18W~)Vm13wlJ>S{$oPM4 z?{?Oaj$#*z{_7X8LEQ=YT|J1M74-MtDJuV*HyY%7LoQe?OI<+!w~k^V0v4ij@`PV?O~;!3isdQ2s2YtIlm44Xm;Fl0<0`VzJ_B^-6LL~IK~+7hZJz-LC@CJ{-H#X zrzyFjCFTAQXy!GA3|_n*31r#?;0olsvt|M}^VVU8PC}H%KJ)?Ch{;+GMpvqsH~B{BT|J`gNHj~F*y zYP29lPhwObdk(6vDvCBB-xR4At@_x5403+BN8Y`xWP zr6DS!H=Zg`n)WZJ0{K>E6RSt*GYQ&IsYmfacNl!sfON29W`_Oxs8mY7;X zfy{|>APEF86EinQW2bL;9&FIoX){>fZPn9xdm%hYWzgud;gCqm6ZP3_O1t6M=6yo) z>`Z%nJ-r1_T7O+%#vjA2l=@#w=r|N2)+>YLbe%5H@VKNVVa4kn;f?LP&*kAsa@e6Y z_^bdR_~Y9)ZCe|MPez66J#T4 zXE80n$H&i=U5flIDohAVU_uc0Kymk`Ih?us1xO0(VT~d)-qEsamn-trO^7_uL6_7J zdz42mu@d`A8#X>!%EN%}QXuDs`DKXDb)qJ+pOVwES!(r{VQB3D;cs2PQNw}Er!WEs zX6(H_ho*iySI`?6+rbG;cW~f1uKpPOFo&$Y@qJ$4u;%SVio`7xqyKbQH0E$FW^Bvs z19}L&ePs;EI{oBi_~3#*&U1125Q0Jjae)is1f>Z^X3fw@zwzdSEJ3~)fBqP0crsRu zn(KkG0F0<_0o5d(@RjA7sOCw6Wu_M494i2L{pcZ43k1ptG8t_T1ER=&dUJ$5q! zOTvUceXExyq*8izUy^GOlTT3|HBcRrJm{zN_vbkao}7dm%uP|(gj)pGgg9p#*pJ|! zrhn?!8LrNTc$)5S%atLMd+5bWy)@noKBqd+A=Pec0@l1rw8>Xmnmr z+fZvqzX}`bGNWeO<<9b0uFt@1t~OXm?-6boi$81q?cM2y}VNmMfo_qvMEf5BjIjDQ$E*x`d9&hXX68FpD86=|ya+#A%VfwyR{4)!JE- z9X8ePp@41ejD-8 zP_IAN79(}uIBu5f;M68OK`fpUA%lV;UyUbg6Yj~tk-E|`w@y1k`LmGO6>p5>7aN`qq7z} z2`NVAi(ho?Ib+Ci&|t2e4;1~c%BMY z1hjnkYGmB7K3bQ`eLt}JFOV`?=!VSCyh3txWMmvg@OFcNqe1clyIsX?}@9qdQ4kTU)?iI_YPqj}{4I3+45`q9sjTemQFZIr5-%l#~5a zs)9rz6?c8XHZ>6YFF*h?2Zd>q>*{(w7d={L!XHbN5X)UYTuE7n>XGz!6P9<$DFH+ST)iT)+mdqXu?rEWqL^{)ls z?ochZl~k@PjyKtY75h*eW?+HF@k5WH=W~U&}}y@eHkMZT8J1= z2!dg;DBzkMLU;nT*ru!?$D<9=1d-LPwbaQOQ%mBt%g~^mI0gWnL|-VFBY24Vk0c!; zK7T$qS{OV()-Vc1rlXcQ%lr-N+%f?Vv1L4`;%spD8*8ZI`?sR}iT`U&rxf1;*&bB8 zt6sR@MUMl;#f#RXd7f02wPfDk?!P-D58>lyYc>4=$~aR*3-O8zo#w|#!3hKI2M0uE z%L5GNek-BT14^A-^)v{2S0WTb(k@sO%KMeV@;wG?(J#zsTZJGybmlW%zAXUIz2 zO}70huNa5a(22y+%klUXRWw>qLuTunt&)<=%fLb4M7gf>sB7ODq?JWK3iJM3MVH4SU+S2xn-l41Uw$x0)Nk8Vvv9{Bl8>>O6H*D15T#Z0lg*%foh36ZU(q* zds0izI1F}{vS2nS20Z^xgo~+j}>Q#fE)4IJCEv>#5WrgRm9ZI3Is``WhXY;c#x! zcBp3PBWfqH>LD_iK>Al6mBk&gJVvUY=-0yQ|B~9kl@W7I(eZCe1u?6D=|(AG|JN6f zk30n4+H8xR%3o!og@FzlTU5?r*3%)%v+!<(V*X&w^Z(FJE}E3E{_c$Uq<`6Cf5+R) zk?e=3npi;5&>Us213{hbZY1ci*6{RXd#&D~zh|7iG*-);M4BeYW) zwD%>f^Sy%<+$9umKOO$QA-?}DxhZz(7vClcF#x#zZK36u_;q6ZwhtJR{Iwe1kK5IR z%9tGeq{cg$WulZz&Q@m!K0ZVs`{O>i1eX(iHrxP$xuo2439b@8dNX&0H*R`z-Gz{Z z<_8#W*?nrximGp3W7|Lk{q7yn$b4<>RoLV~2mOoB6vDBKaeEqW)t-_6aWKadGoE`s z&@(w|@P>z)5o>=AZk)*{?%07&$u@DBzwSALw6aP7TrYt`d^qeqE?nHiPlA#^@r|ZG zM2>95Q=@~C|4f~ToH)|mT0?23-J!3Spx(2Rl6< zh+xm~rvXQZW=dMIfL`N?lb%knG7j1!$XR9pJa=Y!4;)$xp_KE#02?7PMI>;l;kVas zVR63JULT@$`^|TJAxMG8j+r!cWOO+`F&9hC_zI@)L(e9WKAJfEEiqswTxe*2JYzR3 zBHO=noC=2MFjAr00-SB6O+PAvN$T-6=baiS-k7ser`Zu{;v6!Kn3RO$xfx$6Q=uu% z<+b{6GF`zg6qW{28O}yn5XWuapJeno;l2=2dW&9?z~@5JpFC3s*=MZbVNHs{y*j^Q z81C>Z0%ExD#=`kt4)f6KXZKZEX0SJAiHw?gpx?&BBtDjr|L*i<&&InC^G=~KD$pj>x-MBS{ODh1N`o-8GqfiD ztMbVzd0Zr~kS#L8t<=A8ylEHdpS_<0CINi63(Qj_6Z#mfBr~&Qv<{WF97%Dq)tpM_ zMTH8M!lIH6BjX|H5|>QZD-0`Ire?Wf9WWCWhj$BU6}?86s7l2{)X*iebpeKV1zhdy zK-_RsW3?9uS@&F(MqvnE-8bvCD348`cBpcy^8uREC*y=+kN-6h364=q<_lQ=Z%R=q zn*K>DQM<`nRF$OL#j@8y;^_BUx^FKH%r(B9cu)SqR8QtFRG{R=4f}~q8rG?jN63Y3 z`rk?>4257gs~XW&rdBRyd?Oz==KZyA&qfNRR}z&gKyEppvr#>USn%E6z#wmFSd&P@ z=mCG)+!+aeqMxNcCLCBBL2oOK9LL4M`diww%hjA!CNz0Spp9*wq_sq@6=Ah6>EdMS zuP-r~Uu<$6x}#AOl8j~``3H+#U%WO>C;q6uiKcq$yOX}859vYF>{XE=o$r44p(dFp zuh+&O4b1^@v-dZ(FPgBs9ryGLL~q=Ua$h*w0(mC7Cj{4@yD1F67RORbZdLs7aZlP@ zH@m4_tHRl;O~i2Z6Non7=Lhin`gL!M!Ws!0gj|ULcI{bx$GCeXvBwRyXDf4Pi?I@L zYP(T;fycveqM%xTq}V>Lmv;|zpx`97;L%> z+;mr}q$y;FJ#^kqM%E^Q8&wF~_I)O~2ydkN>{F{8Tz611{vUe4JjX3`1_MLQdXEE2AF)pWIj-Ar>m{AXE$ zfF*hXpMcYi_SCkA?$A?EDSDn4qaN3U-p5?P0Y(DPKjLE!2Qn_paHZvO?ogxNbo?9q zLdF*6z;6SSvYRQU+ryBUzrosF!q9Z&$aI3-2^fh#Jx~J9YWBLv>84^Qdvy=56n(RC zSw@scINSrSznwmjrKWW7P-Y}IL1OY7dg%$;x;DQD&F`f<8Lj?_<+{1xMk6}$8aw{O zk(l*p!r?mWyx#R~lhTN{g-@}ewR?T$vsEy}+ucSTmD$5!woO&8sePCMbp+~mD9L=6{)DwM&;*BJh+xFo2M4uede>nhsQff+>9bv!8 zq~#j#JaGHdE~TS)Fi9O|zmsx^BbRCJTP-zSvQ$ilAC8R_aPfcW#!A6NS|rQ{ zR(HQ|)_70DQqMMVe9hNVaw2829eCZ`dUs;C%>jDgKAnzE((_e4v%2oTj&?7+0zu3J z9}QqNbm*L8JP|n2nDuLJRxs~nEjTAIO5xk$B3OhH0zt@WbY9I2b^00VI`UHfC@_d$ z9C|+itaiHAu>}rR6Z86bzjt!9Z)h{op^X|gH*-VJ8b`bHO~}Y9V5~Yo*V6EO;;kXw z>Yb>)?hg)DD3ow&7I_x@*W6|&RTPevs|fvNzka*8ggFbsdar8;2>!TNR~VtX|1i7Y z-P)y|_-p3+a6V`4(!3Mk^|#i4YEJ~5=!1$51-XVUwIwTpK>isOaH${#(2xR7I1xi$j z*=sECK5pt2pY?tmsQ)2e0xZ-s@1cc;SR8<+q3>>VFkTCUXJ+;7v|4I~?3nAA<7GJHlW?+<@G z^yah6t)tpWtP&7ly+(4cOvH=}}SPn^5&jcDGrR1RD~_8mB+X%su z5OR}atCJ!9$$1tPFT&40RU4wr6v|yDW%7Ph{UPDD$K57SJ=l899)#6V?x~CPzL|j2 zJdD=Cb}=1~QJh1D!NY=yjKb&GfQcVcV|=);-m@}hYd%!bA3`wt`A0@;-8Tn26K2izgPA5Fb6^1>ffh7 z+5TfSEJ4$jzW8^C)1QBs7H2JVTF!^~vs+0z1~{4Jz6kz-^Tgww#u;61E(tyANXPTA zdFZSVusp!=xe?CgKXpF;*xQovWjQLS9opBZQ=nB>J4>yjUk_~FpMT^?EeP&KkrK#p zh?P;js%OI2dYc@}3L@l2;*U@R>4UVsV3h1E*`j5l^^*bZS?HBImCfxra$1EO3Te<# zK{6`&t0E?LjBPYrTi0fffz#f3D}CAJg0N|al$UWK(hc{O1Ys}piWJ?>tCxkMV)=3) zUMozGkrS5VMn?^ot2&9OR{0d{676q{wp?_?jJs^9gWQn38CHp8DwCgVoc_|xDAxx8 zjdky|-T_Cnt2PC5+q@vXNhg-398xKxx2#WlX~zFAtQpnt$XK|%U=Ie@)W>b-v~ zJoy@r$pd3#bBD-LxuoI0bXr=7#rqb8R_?gs1!%8w;Y=FYIYQs9*_?n*gHY_T~ipX7cbaq zOxAva5P465KeEfcWY^de!IZORcsQlW6fI~@mD{*9k<*__BRw-SA%R8gFZ^x{`zDs% zH4^8(u}2=iF1WUCLQ@y=CA-m*o)&pwp`VRlS56n`?B$0$|LDgQwx_)GB-g^^@Z)j+ zoolA}xdf>%l+z5Enx-z|VI#0*sa`8>E#_l)YN0Wg)i)FEV@enj&Gf7xAx%qq(SSsBVjck6C_iZUF+|0VL3E-dD01_^kingH$ktlQSq)kAb zU+=U@qveuO0r_POM}$bb&l8BuN<-E78D@#JTb%VQ68}iRTZL5*Thbd*(Dr+B~~ zgyS$W8av10Fz!G@jl=jmeQW2Yn`i6{y!S@o%@PbUIeg$u{S)pA4-E~42A$i??R&aZ zTYdAZK#>I`z=2*SmRXxehC*C@^W?oju{)?;6XTsA_vvdfFY+flb8{9o!($Rdnn`9# zuaog%E4TpGV}6-IL&LgIrs1ii2I%kcG_o1i)+8C2X5sg!VffSz)nR2T0pR4ORvri>m;HL20@FA)NTAp^3?6UU zsxQ0zC&2axMer=#?uk%D33Jj!H^DWa>ShvC(^J`uy%X8_+YQ`IS-pG5)b!lB59L|X zYhf=KLEG(-JXs6fsomG z|D(R2=uER1uCdV^Q`d~=+TO@M_dI4wH$xy4r4 z{gCuE5sEnp1e!h*8AXpPUM>SJr|=32qH9js9-U?TQ=WA*qudAp~(A`rJj;o@;1eePyKePq~sRX*opCOc~wYSEPS59&529drwh zHA)@SwVH$d5THzP@>qy+T0F>7Qh(+&TPU4F`}C=Tr_1j z{D`epp|2vHQ^yEE7E`R-?k=|hhX?jmA9eXy?3 zw2r?Js|bKWF&%T2U;*-^n$M^O!pVl`*3t)Wx`<7ITcUOwbsqw~dk|-o8L4-WJeGjB zv{qnOb}kR>&)o|8KICB|wfA%CynuA$Bp$oD|tX@V3c>ZmLcfs z6dCe39{;GCWCqCUO&y?BNa0;53(!I@PMmy#;Dh(Lvhher47`t2|~+4J(D`)dec zi_l~5deLlfor?}q4FL^&qX}UEz@>}*CKw=-jvDRGG25;+Mb-Zx4KRggS*6pU{f@;qvI0t{2aR;56+Hw2DA}FZ;oW2k%U(;dFkX zxFRf#xG$aXM?AT)^F)nCr7bRI=U28NV2F`YO6dKd=yVL?OP zN$AfNrlm?nG!P()=NgMkF!@#h*btNW@v2$J3(VxSgT5yEaAlRI*~pk_Z&J^- zp`hZ5h84APDoN71!c4xkq-gbS$;4|*F~8NXX*$F36u-vC{tOC6E({UDN<>M`y0mjL!9q&itijGXE-L&6l9U-!K%glw21@U zfThENa;VC}TmVRoyRSUU6eH~yvxk&itFEg6ul46}61%KASD#V0!J7%osCgO3s&qFs zEK^>AL_yhxGBd*Yo|bn?AD3>5O{UZJ&*(j2@Czj31G4)c@@yXsE%!uEVR@>VBE2 zzszL3h0JFGCXuE;J^1#-h`@JFt_OfgzY9WeXtacBV7!-^Uavg2n;XyK?=_qE)Q^~5 zDy}SKU&5Vwhu2TrK@;Luzd*72DKTo2apVz8{r+g%6DG&5%bw;AS{X>o6wMc?xvm-Xo8fLI3pB$7dNo}ASbN<4I3O0Xo|HXl_D_B! zo`(Epx7LNn%ZkIkN?UsFrp=fDxezkhJZfUyv%>IQ}Z|s z=nPDmAV;ugJMdSIcuw2LI+6hG;o_a4e+;=_RfrGy$F;P{m_U6?EhI2 z5?d?~j1(piH%pftkUjp5;V=iCFUd#vZlYrRIG)X@W7xR)Ezc{&p>9rd)m@pFnidB> zlN>rJQMLN_9~b~&^wzJ+Nt6*lQ9zVTR4EBeR@td@KRwIrvz&py^Ek6?K>$+mHV_sZ zv)mHzq6RTTQ`_Yv$EG@@<5R?{W2IKy(vNal?rAcleVf6&evCQOiJS#i)228&bo9bY zz9r(WS9kx8NdsS4=SZTe+C6Xp#NuBA>iNcD`i7_)jqZB$m)k1U!>5$hipDLTV|}=G zJEj^q3OufQX6%-SlQ|uC)*fxnX#arhe^-@=5FWq9K7Ct8iT|30BU_=o*4@TynWr>r z8o1u`-w*P;s?|`Nuij;+WoLK6++l_?#n0=0l6EGF+7+zd0Y(C?63|Vr+@ZW+AY4%jkxB5 zT|01WG}H+}_#H{ijGPW5W;!Dn50IMp>MR!Y-+3Aq3E|t^42xu%oozG-+fwZ8g%*x+ z_4>9reYT?Ty)qpqhE7=QGq_q|fP}=|b+&yjLFX;B3t!ZKU1;V9W;d|u@wloBqQXNn z;S~_>7IBi>KCUGT&~Mz0N&Y5p?DebGP+pTA$4Uf!F)VGdl8RyG{?Q_Us!+=*Y%hU{ z((~LM(m>TBHw}V(ANw##tR-q|ZRZY0+40j1e-GT6DyJ|v7*|s|I6%_O$}dGO&!Q4k8Jp_N-$p(@$~pF;IqRI zek<8t<%c!02V|lyB0cROZNB|>>jR7qq1;ANeV-Z2%65!5OH8PQ;)`A50%iy%czzXv zlA|WpnF{7lMh+=Dzn0*oF4(dS1(`n%!EQqol z_fY>R1oyir+#lro_)ZxA(ILX9nbXwaHA1=lB!1f%vksRg#|{XXulqM1)mx0aJ`IT` zDv(etHFG@7Rf!4MqD0E4nK2=rDe2{T$9T$d)u@za9+sxon4Y4w<-h-qCmSeuD5ULv zse#G|-4zE4i}n9%f=W6defRmLx+3X(2LvC&_|OL}7y0Fy_6N=L=^;^-(mwCuRG^N?b5K)to6$+(oma5t;?9*|gJnVIzCHZzaOrS$8FIZ( zh6(wwdljPEY$HACl;y|%QI*|06@jYp0ZoGE64{KGqAzG+*GK2J770mCTkpc392A;L zz1^@KzM+~o!iRmsfhd1zEWl4~Az)1MR*UCW^Eva$a(JB~&U839dHoX|O%Py8u z>J%~?S2}wSjOU_aB8u6gtiVXOK!&ynnEkAM7Jy8{`}ab3)RDv6?NGPYnIAbWIt-8h zJ;Ztq#q86r?mQ3v)$)lG`n6gInmoGr{{yPag#qmIzWj69u1&no=Z{Ao(h1N3iJ6c* zpbc)4&I00@cgQ=R24X%a|-u zZ-1c^iLMuWyY-(~?d4QZ+9^7Efz=Td?&j&B%yK>|()CH1;zgh%Z2}#Vn@)Qpm+t7? zxaTx#tNcWH4=I7J4IA*x`}~p10U6S=M6-i8JNA%oBBBfX1ULKfm!IBAf|(@cW=R%r z_uL}qcx#hG`$y}@eE+`CI6Z?Y-rOJY!nkQn&65?H z*X%NekmlgfTKVZ;n~#%jcH{aQxsxcL&yBs zT8i|thjrvXq2v;FzdqW*{=hOeIU;$JUDBzPSaJYxsjb0x2GWj8PRXXjD}NjSNrB|j z!|4teUH&j!E`yOy{{MQHYp0b@$CUYYZ24*13!YJYl=4uR*ap_8Sstc;g`^;144KB*@; zp{(3WldMF}NsB5B8f7@{k4OyhD3nT5C7G6UlzJ=ZY20Yz-d1l;AYRt^)V;)}e3}-@v*<$)L?<)d3*`hA-y2@IprR z*cWI+Bbz^d-p#+_>Nh#;4j}cruLCsW4orAA&O~2W5j-e09S~+~khdfMv=V8StPN03 zmo66X<5-fwuCvJq3**_OB&Rf+#Eo1J#AV*zd%-;n63~==o2xo{(`URz8$+Q@t6HZ~ z>DNTR0Hc)oyzV30&CZfL8Uz*VGLR$s{AO3-u9cj7)u6LU4P7{O-Q3N5EN?8A z9Uqi6%`j!KF?5CP{XkNJm6>OjMeNNWfIUaFM~L8~>xpeliPMYaI{GKYH5Q=-{ST`4 z>^0@tZ@E9CvCxUm3^fzj)>JwNQ5<2;s~noD&z(oN#SYE@JO&)X_JX$heIDiFLTiVW z_cN5mMhRk_ktxRDNsTd!w=2@X7z!d15(8&LvydJsomT_+<-2>NhX4(>#|YFe8!zxY$`1KJ37=^&ULQ^ajI;E(W`D%-H$Z`|zyy#Epq z)rfV!X-Iwd->Rr7XjVXs5Lt!;%?FicyN47dmJJYz3>W>9)`R&_KX=3nn;;_*c5Y!t zJE+8g6n6ZxVU-b=Z9%&_0OP;F8phRzkF<$tn;5MDFH(8~69L>a0ELN0zid@N;o?`D*2B1Q)>9oGdDGR1H zb#GV?SL`e@Z|qs?iFkAt-StQ{N#c*>Gv{qi0{`QP^iU>KjXkQF(1JmQSWUfo`{De; z|H@r1cC;bzfFC?f5M0~CWwn0YwZKNVu$tP9dYiyYuL?%;!sdwy;=!xUvQ_=$`|Ax% zwn<`T=Rtm`E%YUCCxO@=RG))M$PJU^P-sq6(R;rQ z6~619P|IHLdOPN`o-L{-{FR)!11nA{?=7#z(XIG1IBmqZ$b)ONXm)aIHKDR1La%UX zB}=Z~(#v?AeEMEiWM~2h-))>QX$WW-C%|?Ouh_z#scs0=$lfbtw(snH@m-wQ&-^ih zJ5s_MlJ>6zPN1{wHXT`3sg7ctxC?X0;tB_XtiQBv1@3R@=J_hH)3_W}ydK0Cpiz>K zMcO}Ff5n%?%>3)Crh#bS64-@g>uZ&b?mBwAG$s`La9-eWULky~MH}hU&4RqEqdc-B z4-IvkeIH*`8glQ3ZT2((z0!KYC^fN!8RleWr-5fEHJ-OGw{>>fm_nhxfy<^RMRFTP z|9*UA@<^xJDY(*=_fFHG!-=P_??Y=aSh{6%Lzl1y_inzpA6Hj!>wK<6;k=*8`DlbyYB@d@2^MNlM9v#?0Ve)L$p8& z=)%*atHWycyn@~<3I2#^SVl(g-J>82vn(0+h>p+DTIf)bIE+;yUL`s%^J+iy#yzkH zu65D$P_A!`3O!O3SKmakoe3m`9N+O*aXgDN)La0G!ywke6nhByia2kG6Oh2K# zu(QCxu7?NE`MT&t%vu5zqLTTS&<$AMbW1L{^}j((k~t7T1FJqT>b2bZ`Dw=IKx*kMIkBAe>~-Ps3rR6Y;`XqTvP@8H)=6 z7~->a4g2jC>Sl~jPBXCdQu z{+Bds?GwzZpF%GFZ^}12FZ)$G?G*Z}Hbj_^e+`rqA&4MKpA!vNF9PJz+0?EOvx}V_ zL$ia!U24};dY$Qjfh7TJINN$1O3x|m8d=S(&jE?CUF){wP^&`r=TTyH1;#Q;)aU{o z^*dfKE>q;2N7K!bQ?-d~%zv!g9~2{%&Hf2U23@!uahgfprxH0EGu z;U%x2@O$_po8{C|voUJ8$ANLVb}Np|qf)~%Rd^gvlR1_DK$QsHD(pU&_n)tQCU{3s z(Xv%pxH%i3ldmq0Sju*N&Mcqa)i2GuV}FU&oFqu&hRw)3N4Z(FWa(s}u&C-P)!2@A zfopg`U6xuh_Vkk^%n19hP(9cjF^nv4R#IW-g^-FcyCZn`g!-Z%-566oS#>ONnVRmZ z+A)b)dV}FoQC}&Mf4v@unn0J8GFw+`^d;nXjq&Jd%)D+fg*{o6>1aMcX4)hT?_SA?oSPUM`7%sIF7dy*i_b7%02keV2y?iX4bR> zpzPZ3zV`?M6l}f1Z_s!HP{(`i*NtN9#g+#Vx}@G(7T}y>kRJi8o9yL)rJwB^TA3yf zx8qd?G8a;B`?%QqR5SudX!)!ifiJ|Dey`P8k|o<@+$cC$2A?s~E|$XY?ht?Lak!Z% zrDuA>hRqHUG$De6Pqs-Fsg0JIk@{j~uA;HZ`oTH`fK*F^j$uqLFarwD5v> zM-%4M@9B7yMHDZ1n*2wbQ_m-w4uNpPcNLPxc6soi0|j7Wz0<(9u50a6YvKB@s*)W7 zJXwty>01{$GrF3zt)3pvee3Ghj1GLI3D25Zvd6E_kSY4#rUSb_Fgspe-&;l_=2C*X zxKlSWlQZ`-;QI@io7_US@^gw=L(Ez+`v_~`9;URuSf(V}KQ@}!@$Zr(YbgtgYioal zDoq=PWZzeb*g(cZ++4~5o4-n{wP<#Y&4WNmh4J635wkXKijGaZPQ)FFS}M&}0ap*9 z+~kw`C@YC|3h_QDjUn%V=IlO7*wIW+=XQEKr)f{ju1P9p+p7jNwcVWO`&IHzjyOA( zzM_D&3jec#AH5t0o4MkijGpRbvLKZb3G=RJ@{hRTdUZQpCL{A6flJw)w#onkX{sa$+^q{OSD@u&60U%e&17owJ|w9acgngWOXVm^QprgWcQH+ z_BTG{z7i9w2E6DM|F3P-F5a1BZ_lq+iOKjEJc2A-H$$jk8eE8r;2naaETur+gNy6Q zc#U?vG@2ogfr$`;it|{vsBGJlk=qJkN$fA$g&_Nqbj8EZziNEE#|m*Tj$7_m_agUyV!(1Q7MeS`A+>%DhVs1svjNXBv{0QIIh0mzC;j2z3x2%Lq!e{)`|!;a*;Dkk4R? zfKXCnXl~2THyh3qEeY*ChTcJWH39blszbu`E~k5%?>2;rC=AF}R@zX1SA3>|d5zD5 zf}Qc9p9aFEg5u68-gS=*+E-+$nO)H|x)_3_TeFCUZ{gGajATqoNAWN7HX22wr*KFm z2%Cv>2g|tarbVtdEF%KAaF&NvDUz3^tro%F(iqvKkLSr}!j|_VcI_+c^P{0cWn5RC zk0SC>-{7?P&4L-p>7^o99!#x5KhlTi_fz&XIAnqiMGYpF5SBkT*|Y+5U0<$AjlOK+ zuB2E@JISLUCuRC8y^m8*6JL2}-+ze-<_cgg@FkR;wHm_q?S^1;=4f*f1>DFt^) zxfqnuKf$-Pw#Piv_;yK30qt{&Da}oq{L9h4;D1 z*N?ltf0ds#|2CqQqZERXP>fwtuwAC)TNtv$x)iw9OMPNn2!Y(|*1%QJxs`rL_OTz0 zqSKHMPCQllMeZU(BK>&>k%WY}ZvkMKjt^C%q!z@{Prqkvdxm+2_U{tm{MT)J6`(t2bmpW079JQzrhz$&RVipspc7BSq`(ba{erE##r_uAd4tMcW;~5wV z`7KJ4rhb;BD0ZLn!^L4yP==EQx*2+w)xv^=^E36im=P=KuH;qII{Y$~8F91QCB*&Z zO5ZPF4GiKBfPDfg*S8mEs#2T$6;nUI!tyi2ff5exLtEmV%>TpFJ8)OlbzQU-R8X;P zRcy0j+qP}1V%xTD+qR90lN0-%=e^&(e_`+4+Fomp-p5p^lI`e7wAM-r!PQ-1jbWG= ziVuaXvnm6%=!!zZD83;ei(S1iHwO40796eLsq)HV1x@>=k(MZwE;4q;opIZ+Z203X zUD#uOT*jnc)~t%NH*q*Xq%#$Ir-MOD^vFfCe8tx5&Yd{B&N&?nhyU-2`(I+$1to93 z%o|gjLEkE2mFWA3mYPsm+ZL3w(@h;NW)CQEuZ?&0Xg?~rpC#f?V^TO@X@*JSFV1zl zOntulcgJq*H5@5#C9MB)Ti!FDX!-@SVdFPBJ}#TV@_CHN zjl5-1#8RB{{>t1GyJvnQ0$lF*q13XJWXz=OTxDW-)~XsdsS@QlrCshn<6kFqiTP@G z;S~)Om*!J+f>#yrfA^}sOGI0u4j;c=CjDuJ7x0QvbZ5kl20LbaV_XBK3YZy&+tn7k zz^iE%{f`QTdiZZPcM|n{Sf46K?%48zkBtc8oLf*c(j?@6?>nt;K*`e73^wD1U-QB_ z-ZQ@N?)L_LtnPn!6nVJGP!KkfS+ga{eXS;em%_1Aa51x0X+%zk@U)afO^0E&!cFW9 zR(?6Y^fpb}>m?Rt4L&2B#X`4Pm0Zsd%>eO3$o~c+SynENniIxGasH>-sm{VyTbfx& z_;G&32`>QcQ45BxBgEnrqePUTcqY}A4r>QZ4fk|R!?;q1g8A$buo!f+qANztEO!zQ zJcLdt*&?qCp^oAJixie`AtmM$m>R8`l2Ul9Q)jv=1f>MT5 z|0)m1a1>=cI5b3}{9izi2sQKv2p?hj4Zk0yX8+-n!S*X2k|=v?Yid$vdP-0@n%W;^ z@G~-#l+-l%YQw4b>aefI1feYK1pErITzx*D&yMPSbEIT1_1$tc6@_R&nUFg3_w})V zpQl#hI_~1t?>pk+2X8gx5m}W*1VvWi6)q%|Y8PFGbw${RpV(y9XHF|u94qFPpch8{f8=@_y0$E= zK)JoqV@FsI^H}qBQ)!r*V8m+&)2zAi|JRi^;oMR)Pj}7pu_d+~^R*CQrpxX|wrgCf z!qpP^+ZyX^=vRJxd7J?QM;v4XJ>U4~xPHj?0vSN=rS~Tx=k2Lc#TfKeDbfuqg{VP< z0I&xyQ@~bN*p<_14#mGn##wNBr;(IT&^ZC&*1HE3uX}JCH+z2T(+zH)n(5GJZ-xf= z%BL}bubk~LauGLUr0ja_fnmc4$v#Ic7tf3p(+=P|SUTe(&L5XQGPzBD!}A$IHMt1O zG|R&nuJV<}3IG}nIWyUbrV!cR4#yqiQo3vrm?CS|Wh7)Nf1Oj(w1&#b{xZ@)R1Mll zbK3E{inI6Pb2Ale4%#?~;wHO9>XR2mCp{6Zd=M}~t3HeU6Zdr>|Gy9)6eQ*c%Rk>= zDv6tQQ)$|aPlm`)?nznaKNrH7L*hPQW)DMjAgCMx)W2!S`5y)Aj*anoE#64l+72O~ zZmi5rR!Z7Es_-4AXJGQ-rf%?Ve->^$PiOm7F%jz!&S8STke6Qr=4u&G>GBk;Y2fHo zfK?yLk+6B`J20=@fkjl#sU%Z=+EU?>e!Ok15LzKQ4Lo^PgSVI6I8ISI2FcqnorEFj z2qP>y3l9Zbqimkxb(kRGu`ka}{WzB9V~qu{RBu$pZ{G&vZ@K<|%n+UL^-J$3{%!Ox zl8r0s?>#!L!cX|w28W8r%xoqM5VAAdKMaGN<34m_Fo;(-e?}P-eUc-l)DnJYkBy#s z`~7Tx^$Ge89;|G)pyS$#=DzWJ0Hu+W>l+blZmEs|mvug|*6k$6pD(w3E1Wyh4mnUW zdU}Ux#T*uMLfB@`%LTG;KoA%Ezmutj+9h}^26hBx+H9I}VWn+on6P$GT4Ol>NhOWU zjjh?JOvp2N7Ax(6Ni-AsAM+v&%`Dq?(JqCVB%JclNkQ!;mdW|HBa2-|8}g$%&ka!JcM&{k{Y7Mx;`z&uqU;lonK4%;OkmGv(>HE?RHXwx7JEW%ZnP>msww zV({?5VO(S=-GFm^`ZhpYCn4-JWMR**OW4+!=5_)sT6M_fY%!(QIca6)J$5u4A6e@& zph8~OkJzFg?-eHciuWR{**o4tWDyK4-65nI>BjQd^|@`9pE$|kG4FJ*DgX0xCS^m< zKu*4f;&Y&AM#|RiR9{{jB;-=lhxdfDjojR>UNF(q9rpqIIe!KrlGXbAzd=_4-DH3cSxc*M*x=oGbt9bcLUxS&fj zcCWHL^lF(-6KUXOi;!wOiTN$|(il5t^e%4a%_eImSlcnJMX$?htBH_1olEm4q(6VY zxw*yOuBp{WLhJn>dp3xX-D7xjTnkoBBHb0xI#bFr#3I)i3iIkiG3WV%OmEz!+x^aMSx6*16TBcET}H!!$)eOBLdL?h zlm)H%8BdZQEep7aZDSnl;}{+jhs|M~;V42RSxAr?=;);6biOyJ33Q}oPy z?xcUfZHhio;#bEWQqluh^uYCZ_OM|sA)+wZgk@!AFC&y?n{s_l?6JTlPhEW+ZOwar zhov+tg9nPKdH?|v{@={jj@VMOlSzh$24&~0=;P%sLMe+3?5}aBE?G2KnW&umWr>4s z**SDS)%7m>j?;q~WTXP%=ERWFf8xCLf>pK;(@iYhUSIN8?V5zjwe;?#fP^kjRH&$z zT$6PfBaaOFz#rHRwuTRypKhm#eQKEXQBI6^{HkG|JB6G@&1QXFpDwvtEaRbI4l~0V zh7epIAs6&G(ryZ-mzo{gZ@0~1vjo~@AS6QFJ>UnKwP&=LYZ`!fXJ+WE&+;d*3}*LhbhJ-H}=7(&d$-Ae3uI zXXv#HLV+Sh4It%2ot#oifz*0}{M)1nzwpb54>?7}s2CMr2LlUEpGD9SptEe%veKcP zy*(4$_?RCD$ ztIad0r#5}%GTHry-T71MQ%`^!(h!s__iSN0qhwScR!EBygqCA(gY!aE`fF2-BKtCE z#1tZIddHYEOeP(603`9Jc4#a5sQ8bwRKiF4u}9FE(mijCu<6h{*UYHaq($p`ePe`7AIZU^@ zw!OY4bu-z_shZza4{rq}y2d2tFNe#7=lrzrVkTZSir+yfujyGyANr0Lv`GsHA$*mGWVWiDQ$kAW~i7l16bsis(^ImO`&|&!!b)9$INsmL~Em zS8k?i-!;uF)AvFzgAmSXi{>g>gmhvsDiR9K%F6Tv>>ZO8n5_gQZiaAMHVKs?6bt!m zL6HK1JyJq_=_onD?rW-cpH`UB*~?UZTTk|(O*zQ_0cIQ~h?uOlRI8+xtL;jmB8%{^K}&c`GW7N4{Wm~ zobo?CM7!YiHGg~bVWVX-*ObQ?2 z--K}K_uPL$_S)hwIC}rEIwSA*Lw4A7aL+c7i@I&Um9$oQWbKYaJ^X1kgVW8aB^`#6 z%^k5?8xXEJYbhfUUyl+0q~&}hl`hV{hv)Yseq_UlhXRKN)UnMILSv43Fk77mZ2r0>r1c9D|kb!0UlO-m$B35jw~myb7FXTdaNXV1br z@ylk(U~^fB;&)Zh!b#&JY%<$Yp4bnS=T5S2j&GVDHC;FiJAu@h7%EihI?U%|>zzaB zwY_N>`Um5#7u4Y_w$Bs@a^V8xksZB~aL)8*wJ~m(7?}cu&@A%EPn0o;2 zagKSYs4R|0>-4eNy=P|osiJf(mXdGN;Q`LtoHbYJ6fwD}S2%p0*8S68(GKB#C0ny8 zv{|3eDDyENAKoG}*W4%wVeuSqg?J+F8QyvLTn~Z<`+*TC^AHN50)*Hg72+W)ey*yf z&WeJATPqab{!rCqg*`#PFa~5HKq-!T#%I`Wq_((x0$Q4gWEHfr2gEjdf{tZQ98|i8OJH*rQ%Px^59%?yT!ubNNJ9^EC z?NMw1AyWc_6;$%8o#mP3nTo z%qYjaIUCt$cV;atv1bH0FF=spJ7`B45!P_FPPD^(F{h>X#Kxc<;-b{1CGZf3bv(s8 zH>Adx`(#9Eb0^BkX!?|8v!T9}Yyew{kX4)KY$7f@`O1Q2Z`XEggKvL=MvLvWg{6yjKB30s<2J01LOW0Y_8e#k`GW&!~f*7zh)DUlLSxfFFizy?x7;M#~#uHE67 zlGXhe0}fQ*XW^y*s~D>FPyW%-1d6#3{4`3Nfxl{1 z9&$^IjT(V63K#;m=DT0Hk_XPE zqh=z0V{=25Kw{!2&Sy6~^fv_O8i6E@-{>oWi;g2(=HnCGCgZpy#pR0g3c?8*+~@oy ztNTh@l4(~uFOiYj!?So!y@xyzCxU0j-+ZMtq(ph4fRV&?9C1PX9&WDI%62F|b_#p! zjdzFxvw>caeGIt3MXeZ=U2l|aAwq%GeUvA^GxLT*R^%+#*0U~^eK1FNxK*B(LuVb{ zExOz3R8EBI_U?NU9QgIS0Su@n7Vsc)GpSBPiu~@qeOG@I7CivO>nM%^QWhaK9<40J zv^DASG~R0+uGVwc!nt;dt=pUk$A-dIY{j5>0~-#&^zevGx7*cs(9Oc3gIVj;7EX?2 zf|$8qA8_N1q#;UpPJlU4mZtePi7NL(co0U7KA;)!BSa@X;gVly`LUV7j1T*7$Pvg- zy{1w9OX{OeVKHvRRS!U=v@S!iXp^B;^&iqEbnt~vYW`8V%R2$f1*JJV6%eX!4v-Z2Df9P--br|5_;H&I$!@~LxC6&mzvdRZOvFPu z1#SgITPVq(eblBCXQPMm&JAKJHgsrsi3v*0-ON8N{3O(A1**Ek|J^^U;%r^l?o_(} z7R`m)lc-g8xFX~PpPa+V7)beMldLEy((b#2$6|1DH(m3{wU@yvCwU0g z>tlc1>~=9M>w?X{3wd95gDxgDGR$j5FFVjvC9NG2%f;5;SVFM1jkkTJ7cijr;+B;Y zy<>bh`s=msX&YSTmD{Ksb&5M+!m;b!E1)vUSBq^Xj?d7XyLwmo(EGZg(I_VXa9}+bAOYyes&BY+t1SYQ9&`g`Y zIfbbK>Vw|9D*X(xFRThevi*jmq(9IJhVS*i0Ktv2JpItH_MAODnuXbC#2g-W>kT4K zdP*v;5G#Us!-xCBj7B9T>`1VJRRV-`poCx1&_+;BuO+SqjqtPJ&E*%UfJ_JwSjMOe zOnCO{v*tR>vC(tg#-5V1=r~U*;=D;hP96B0eeI~Mhe5}B=CslC2E@xh*|B%OZ2x>3 zsksV1iJma>e9hVLZb}Aln4&pbn-+=33i?LWG`#1Pw5_I)SU6Kd$(r#QkG3j*zh-to ze)GBrD2N3A0w{(P+4>0c(I^4ftN1$6)qA51)-Kj={DPduI@dohe;~LHCHBXn+?bD&uIY9vEVT|+mFrO;Q;g{pprTEMEcQ)tuo&s>(9V5)d47Xf(d(jf zUopu|(PK0gTCTg4q-8zV?2u$$K+l(Q;IT%`jJj13-W}}x2ZQ^uVQ<*@V>FadsvS9I z)gc)~G=|U-j8mL%FyR4?BgT_CJ0l+iNd30Cj#k$>Sr(9bZYLn#^7Lr|sdp_oTu>^N z2+n@39BoKWIg0;u&%m zaC<|KsT~z&JIGiD8<0iveV11$7j6dXJt|5Aln_|hw1Poe?4U1eA8t_-BPV)3PP1sW zvtNjr7g3>>cJ#0!JN+_mQn;C;(pj%FWfIIIpwM4d5@mx|yD-lb--bEcwBDKtS}*_k z-eR9hNY4n#72`yjjKhYW9}Sh z42bgd<&gGw%}81=pKHHceQlU2(d7&YQYi3@9|8I*=6KhOPk5U=8}V$bzhIa{ zaJ@Y?;^@QZ?2LtD>NzJ;>j#@wdNCJkgI!NaFbe?~^RbM69-QGRyj#o`kHh2Tr>Fm4 z7l2yn>^U#rdwIa1BLC&aOfNMvVR;AuLfS2!DkY~y>T2~h5kL*;t?lVC8@){8C@FNN zjgyoql^J#j9VLX(--`oTL-GnP2C`&6l22DN+zz^*=1LUP`716*EB;N-+@=PkzCBmg zfpRa+W5^GfO6H*v`J2T8`(`?jeNW$pMTb{ApdPfBmgOHrUhX|0=fS}F z(G5d8F%5BNZYJ#yT+VUnfw?r>_X8lELey(VKX~#epZ)~~e)%b-m+2$+pSGUT&37u| z4c890e43j>b+H--%J>Od}bF*f%QX8R)?vuei=iZl`UtcM7HG|DknX61#&Yf-LO44U$aB`5TA43>l|NG(s6Hx7M> z@BaBrKZx9Jm!VL)weAK5?!sh%ek)ycEKxnO(Y@K}8v@GMz#y;EoB79ic)8Y@khPD;lh0ENQi0{U%FJTa}sx3s0 z)hM}ea@ixw653A?A>Kb;Bnb&PzobE-(xxGwvmgJgVlJ?8KVkSXrnm=AJZFTG7JW|Mylbc>w0 zxue$;YSK6IlMqxEXepzX9? zYR9X^_mV)cotv5RCbTu0c)L%uk1}Qwc`}8^Yrs`k+Nja-(VrH+m@DL!W60HMw_dOw z+eZJ3?TAt_iXM^1^k9ExHO}c#{*l5_))8?7ls&J@?a*I6KwZ(4C)H318xiGie_A;P zy$%CN_RJSz&>_-sMpl z!u>u8#LaFvdK8J(n8kh^;$0>Cyg$$Wrllo0JM$JXH`GyaVO^gYcgya2d_9FROz9$T zVI#Uy7W5afa16ncGF6nRkgS~C;vn=UA7FK7H}W;))PPCI#4zFmlR4>xd{|1$vY}Y# zV?misCgXye?RunI#1Bm=jW1$mO;SVG7Q@Jjzz#q)F0I!a{JO}|O{J(mr|SmI+;EZH z*dP~M-z8U}Y_=I8fKdOgQB2&~KsjeD$U4qaDLK|wEIHP_MEKcjMUq@~zPH;#F2sp^ zeYCqovD#Yem!Z6&SCV0{$TQ_VEY{>o4Iji^yNPt!E|YKB7OkzBlYc39akQzLL#5`a z_6qbaw??1=Ymkl_^bpicD*mXx5aCW)>HG%@O*+LW0+j067nT z4a7ruj$D9hn#<6p^%%+GZ@XV?WE!*$;)-Dm&@iDa%^vcX7f`ONT5gAeow*#Ta-hhv zs;o6C1rOtb0&r)uzkSOEW+pyauLmXCHsRGmtwtOJ6I(5=-szPGGOh4s=T|5k3 z7ntt@KP=yr=TRv;^DG=N*{74(&bx#G_MGQ6r-2hGo4j#fA_n!9IZt8E00AMSIjg2u z#lGjxWW8z`&~dCsbepmz@pii&VDZjh*0~TvIZ?x5jYu)VsjnGSHlyY9X5%H1Q;II` z%GD~0jv6UpwPBw`duKU^0Ax`-I*JQL+hA=G7Hrp@X)2gkfg^o0b;#V&2yA|jYdR_*(HUuN+w6Xb{MAG54Ww;WLx>yBwJRe6XVO8gSReaMMByW3) zbYbkIa7K%ToQ%cs82Q>FM^-TK($j=ER5JB-Datp*IB#`a%iUM~w#9W2N{%iq{lTOi ziAo9=nH~RRKWubTB-%2vo8Jmfd>c5|Ej_}#SN?D$tG7$xRY~U_>Bae7Q+WCPqym){ zpH&4x;%`rU5}U22Iv+Y82(!R$Fc_eGRtgJ>uHroLpyu2Z03}~xzeyER*pU*LzNoA9 zu8`VHWH8*CLxGJQhm40`Mp!)77(cpCelg?|+ZZMz6uBU7kCbp71$5)G{&V9ZHlbJt zTzxa+oSBwo{IS8yMRWm=FQ#iUVBeNS^&&7c#?Ht^7Dc z!!;2H4s|Er@oR(4M@^|yr{BwT^w06seY)7}T|aoO?%t5;=FSYs$x2JR@!DIf-9A#l z$3F??YmrajdmjsLg};UTusaxSSL3Rfc4(zXI%R{1V-<{7;+Q|{CmbhuVP05Rw*MC( zy!4-OcmCJ^u8QzY@9BC|jNN8OGq+%LN=rdOqDTF)Ib`?itvFIrm(w&LF>c?To%e7y zJaMkeRO`5b{nT(#{B2=GMr&=yXJ#h>+QM!;f6!QGzO}AO@T>9R(Ib~sxD1gPu?{H? z6``<1YRy^vfVA`^E=#Nk%qK3}3d7eLgV|e$iW3l-j}=AL&2tAOUt($~G#AQv0>WRr z3l^=AC@=^ghaJy;#Md(aGKQ;D(;TwiN$QU`x7mmw!S6l5ivdot8g&JI!iZzU)Smd= z8R4|Jv*~KO0g2<7ygj_;AmC)QPeN22d6UVPTGH!&BDV>wa~AE~Ez(Z8Bj%*FXzVFJ zhkY8^*BZ}#`by?){=VD85wk5{!@5+dBsWdoU~6mk>eUWd0(`# zgZCn^*i6Z{0Kx7jGy!Y8EOaiP6!F`{E)4O*_pdOSKfpJy@xewBuaN# zC9{b(wl;-wM9#hQUam_&U}u{e2YpN}B3s-aQ~GViM4*ld(Ph-c!RTlors!+Q9+Ma) z+ZXj*^F>k2Tq;KP>1WQc-6sN}s@dM@D~N9scYpWO@Qo*E(^QL923L*!*`f?UrI!sh zPsfvB!y$6!p*+}bdUv4?KSB{SV1!6sTlFrq>!C&I7ynn4m#S(>QeyO~BT05e#SuRN z&FbsSx%;{diE)4#=%)A`G&MZhBK#aju7`2w)4fXN36`ds?LNa*e8wiZ4c`I2E6_6* z6zq7b^grsn>@KEeB9HCWl$DBPl~LEr3hXD;0DLjQ;lzVC%fq#<(qst`)A5g8FAd)zs+cPsq?28KXu5&*Xqss_BG>rg7H55lslWWX!cBNNkkA zs3gwQrfYIrdnC!I*zA*~mH|->KizW3rA^%FQ=y>2HEBUz=6R}H77KveXY}`;^{xYI z3*77zP;%L+QAK=ySG^Gw)bT`vfF(^GVbrhW;XyPMwmWxOx%%7>Jby2JkNm{QlSWMZ zy1-3XB!Z2O8ewuo2p?a3&9*qc{~se2h*Hb?H>~Nt&$w~C9vaP$d z6f&s{Z>;pcAo-QIh#x;lF1=(~AQ)s0qO4x<>j#L_LO7IVE}Re4H%!U)H1T=al+SNO=7?(OSJ8 zd-R&Wz(f29i9Jw1eMmJ~U%L%0Ihm2`xi$N4C{7WFG%IsFP6AtSLkRllAFLyxv60Yy z{eiB%KS<&#-m0zHcCz>6@~+5O5NmMHnA3(Z8!_*$$`cIoCD!DBgFFQ0F*Y<%Wm<$h(!XFHF_rl<_Teum;irnCKpmz7I-a8 zp+k?3ELK(rF%uT!(BjYNluCh}eSDFq$FAJ%u!%!W;c~|H;!9BDg8|@I^$SFL#}8KU(}N~E1K41mwVGLxbC`S)=lwzb!w7*!i{ssGRI8==2nDk# zg?jz%%>YT&?&Xtjx7bKjGMn3_%8i1$vSJJwQDvAcl*8^NwYYZLRXorWhWpRYxtqv8 zOWm>OPX*Jp2R5HDYfE0>c>d*Z(mT*t5oXI9C`(!BYSU%Vi*`dX%lDl9oKFk$ing+@ z-S75C=9Jf&#hw-#?ck;#GsQ5cJPLM11;A@HIyeuhnP#USsUE|<2ls`p$pu)_#OVzH z;}e{}!M|tD`HEGszJzvX-9WyU6q<)};!wpSz1+{U(19Qfxx>|{vkr6S$rG3K=4_%eH(B2h%e_Yc& z`e6~VTZ)~1kZ2GZ#-pdpm}E{VTi_y{-OC8~Qq&(jMsSLq`WWd#IG$e0HJUREB)gL3 z9jN~CU@_ygvj);(nn-3GqAwWmb5Z@NwDL304gfRkf#}{-E$Ee=dWVi5-;ScxmHZ?1 zn$E{}AEhorIWz_5#UlC+HI0;?=|fPu_Wc`69K=r^Iwbf>nbEz-cha%*2#OKQwHH5+ z;R~l#QbE@O6BaaxaNE*2w{xPp%g6R_EN0*HH2W|*&5!GM&d>L!5|SBANkygD>g-WB zg>TbAa=`FJZL>U71f6s*g79)7Er`g&JD4}(8|>`3(_PEgPdnz-1~#7-D9xV`FG&ppwXrh=TBf$c{6-KFZ6_T`n#za?jGU z>%6>jf8v9g05T+$N0g@{cnQ%37fB zC)r8%6qJ~Ji#&!)OIZuMLA<`4Q1+0Jf6IVwzdBOOAmgf(f|t;A@f(Jq=!IH&!f7)n zY6^Zwpt14?M2;bG6>k+_<-17mzG8vvjDCuCbv*i^e;FRgJi~p3e5z^Ph$sP-*lJt$aOABL=Zx%z~*1`4_wK$x{SSaj*7UgyuT!_x< zcd$<~I<&*Si&}fNWzy8rLK&G=O`NWsg~eccaJfFuOf~8=$l-Xj>Ec4|2od%hHOQZ} zboVEe?YXZkwQR2VD9&O{uZiJrWR?C+(-1+T`zh$dCWq2oa?x0P$_gqa{2to6C!hCQ zg?h8yOhbyAOm||C3%ZM0iN%g)+vSF7yw-t2(m5AUi2(duS-LWAG{&$e6iza#O?O`pPuVcPNJkPR;VW{!k?O&4CUHr86iB| z3FIZF^Sc4hy^;3xl?onrA_SwkHVoq)!wpf>P@>JOq|G7Pk4K5{7#`F`lcrs!Y&iA8 zk!Us6w#d=62)k@5?bDTBFc`>$0mMKydL3OMbS?RSoZ+nGeRecxtCh-tk#g#rZZW!~ z23sh>s(iw8dhjrr7n22AS}|)Y1YH#49IM8N>0Bka=~VY; z_AUGe&$W}&or@8qf1g`)F*pqk^7pmk6I;p)^T~ql+tNf~?=;)@&D3ivtpGy|+RKV3 zBbMBZs=~Hcb7QwWus}R#P>Q~ab9=a^bYjX z`si(>qcka7?pwBvSa;WOM~kj-ULLx-MTG}zCwFNHc9w~llpo|*G4-E&!y=A*OU)LJ zb}S3}eU~$`BD+xa@=HE0-K6nI)W;df9G?>#vnQPFl)STFx^7$QwuKDipD>cTxYK~E@{J%E~kMgnIw|o2Ml1f&? zZU&XM<0(PKtzq(37Yy#Ew7oW#u@}#8v#ii@0;^DSI^9-X5I)y7y&6qtTbaJkn7UEq zsS<~C)V*J!C-;0E2S`CQLsBS5zzgZf$~)hKm~};Lw=@qA)t&1yqZ-45A{c0CYSD_M z@szfA0JDogciOs_uCH9&L!&4Qrn3CruhL?@%JHFj*^RzvS9zKNIlP<=8070LR>92d6tFN?1hn7X40u>;)gAmT zydLY#t+4c!F|va)XP}EsvXR4w$!(zq5oq-U?(DjOj`1=g3GW%+t&Yy@;^g_fE+iAbI;9*j8*d0g$0SlQ&|Pjz}u zi?*@6x?IGLSHZ8Ky2jO$d-cPWCQSg8bj}78m9sP2_7>gyk)6O3wor}0Yu$TyphM#O zwv%eQ$ar}=39piBHhk7{yc{lM;iDS7J#4GS?A{3Qx6h^kxx#b5 z@&!q^>Bpas;}5^e-An!Vn&t-xPrtYAmH4+2eSwd7e_vGxx&CW6welod(dkt+gYnLc z74cCJk9Kgd88y_E{U*n&0+YmSyUkc=q2anp%Of?r6cWr7yswUCL@_;MoZoqbY|(MNVfhT?mOW(FCI5a_6IdWYbrJC)6a26+IqLm zPlusdl)4ojc&`N`$B=)`ZUtz$IR!NQ%VxEXR`k7ZANi)~oUkKggSY1?8SI5RrAa7x zeX(>YZ~G?Q8M2Ek2?kxKGN??>@Lgpy@fkcgNH)8n?ETN1u?Lz^1Ep)xtIOHyHv`EJ zTpX7JTUAewNyXvtiO$nOGsKm_2C9WFT`8hJO~d-lie7FV-50b}GfmEH5bd-c-L0k~ zLN*gjtEwqg7oXP5W+PnGIS~?mKs$^36Pty)yEEv4ZhoB#0oUBCO>o3)I&p0p=2PH% z9u!br+P)hWOWs#=D1nx~fym+k0NjAWY{Tz>OfFm4jH`&#qj8(z^0x)uo+hubH{SRq z2d(G#;LZe{Def4YRPuptSE1I6liWW7eUb;7d`fUjNF2o^_Iz!Z(8=U3S2Ws|B+IV5 z^dfT@(|v^^#5dAD*V$ z)TyB#@Ib&xJQ0(15rs-0RL4cft{*??oQJ0u zZ3+?OmQW9Ti@vAPS&PkEV#_z2Hlz;Hcy}?i=SUD)f6}nl`r}#f(@?9@Fac%L68O4O z1a`5MtSP`RN62Z$9U0mR7?bS`Ix5aNcJ!)P|CrNU9uW)cYuc&%#|t z)525b&+CYBaCX7x_^mLnM4l7d_Aa|d;_cit#U!9^Mwb&V&^~>v3`lUB&HoSu z3y*DDpd!|{4bz}e1)!4$+Pbv8R#7llc`wGbAzla>ClmSZ7 zK5t#zHA9ELL3t-r-$O)@pt^mS8CE1geI)g_CyFo3ru2B=7;Om_gC38nUfpOkI{`KL z8sSf>p-2)wv?nJYpw%2+k-sm90uD&>qOdX_P=rE&HPrFUlqipI@vWr-g9(S51zw_= zjJpSRmQq{jocjP5PT?Z0JeE&9d}985=D-=Oq0VR2F<43KsJa~O)J*if z^2Uf;Sk}y_-Pwkt4r!*6M==~*q-DAgJ4*Z8z`-K3R1GV?`zW3RBLf8()dI!q;rll} z+)Ws1ulR47(Lm+pozG$PKfyGK3p7ff1I1Bvn4tN4!K}(C^Ka7!gU{9ymT7G0_kkl1 zL0D3f%;*bI>e8{J=do%d2h*d5_K|AeJZ*7(c_aeyPIK9SKsa>`N7XmO{PPfGl;uy- zx|fv%s_9QOqz3c7KP30I1Z!eGFUK|)mHas_&I{SG!wUS@4j>B4==3UIdrm@{vC64g zEj-jRdXO&FT$?h~hfN3uAt_k_{|{Yn0aZt`wG9VC5?lj>;1JxB;7;%W2X~hMIk>w9 zcL?t8?(XjH?(Xh?Gc$Mo_q%sytzJo=tgP;;+EUNn``Oj!J%d9q2PU)U{q&Swt{Yy@tK(^|W0Q zbec?fgj~bs!7Gc&J;67$1h?<6vTQ&&?!$vbey$03x*D`n1g^8B4fZojIdF5C5?XVg z9WsY+X>n#)KT^*#WTQLZy>QqZU~jbaZs5e_EeJ%oP(i8Wh*!{?GNSm@x^qPaDl z&k*xUV>l4+uiqTUGrGy#A~{kHR-&GF+%H`~3S08CG6=Qnsx zPgqle^n^wx-9L6Pwbi^*lFs+!AJ+zL(62tX2AANBxwvmL4G4UCs-9$MF8C#Ip|4?a z38CHLj4U)X!Ek#itZ0-}xe}~DBC*+S`9@vvh`WjXb`lS9nKr5LF%8ARQOB*o0}7TW zMG zk*bvmPm_QIWEK^)uQpRT{C3eMA7O@nYO7ind{Y)gSi)`!+QwI0!_p9t{2)}&&4>BW zT8;QzY#fX{BdS<Ie-3qhS-83p&MB>*zcgpa+tPk)WF9#Mf4 z0oaRtNXr22NMtFJ07~n{jtAg06!~)xZRTJKeQg+el+^Kl9j zv}wq50s3BYmz?e`+@npVfi&>ykm205XX8-}-M7CoP;ndchtUZhbzo(D1!r$%>a>t&tQL}EZzqL?5sUa3-BO-%Md$h_2eah9x)9APe&gLJwSg$ds@S3DW z`^wuqcaf}c73LMYNcDu30)^~;bMDLYpi$$X-iA!NQitVlcwTRo{^0*{tYfx3T|Xk( zynLjBDooukU{7HD=dIG>p5r9lPGjASRAjppIt>~U#~EWmcH5v{HDTbaH4^Re6u$Fr z0g^$BnRBCJc&eA(Nj>y4wQYN(t6a-irH~k#frcCo>K*JuJr|OydTTAL{}8@X^Ij46 zWsW%psrxq`&AEkmA8%fCB%PcabD~Q%W@v9Na&MONJBgsM)e~9{>c+aO*34)`|8JI| z0s<@E*d{Cr)0Z@PG8R2C8m9GI1>9tnc6MU(vDKahJ+bk5cq-;BRx9h6%nDrQQsquc z(f3Gs4ft#$CHrZfx2^=zi6K4n8r|$|=agzR4n(DfH@4LW)>n1U(;*IcHg7;3v90A% z*Inb4{)A$wE$^L%gb+kV571aA zILz2{x0ylX>PPtSL9vw5)7ou2RcW;*@Y;yMn=s#tL88mCg`!4TqKotN$AlfK3p7pu zW{;Fzq^v)1KoTxNFo)^-4Iz$#HhC4{uQ;>b=&kt^9F79jgGb26lCX(3b{E_JPm1Xl zgzoNqZcz!Zw^b2Nl9Y{`RzBePQK7yKmxk1*oWyuPSromD_UVy2c+-{Ry|qha#FW&- z*KPkO5nox1Xb5+i!)#8=9|!f9w&Z4a#&Dx^3&Ns9uaHdGpo$V6{iJI2nju;bboxZ3 zYH#EeCLVCW8cFu+hr0WCsy5l!vfCyRlF3|ZeeJp$o!s89L4%j$k@>3w_SKC@Qn=5U z%}Y~ijHbO8*$Om^b>q82$(JO_T;$UVZj#CB8f*sKTE4sW^Gh*%enTv#$cdfLA9|Zm z5*?k*3PPd$-Q4cnx61l4)Md=idY0D(5SFb)HAn63N|CARw993oh_x`wP@#RAJso3E zHL}{`&Rz}NgCLR z97fx*y?tYH_C}oIw@)3hnQ~xWt2w~;?hK2@csC~(Ie3|nrmIIeP1TtYl7}xKYN$u z=tqYZ4B`9Ma75y66y~1aloRU$r15uhvWMnAN)Rw^uLOY45kB(r?4gdXE@VYW#-7G! z(YZMgWdR>-`hCH^gIhkG(`G5t-2`6VX7ubaEW_7hNX0#kJMY(d%?y`~?V=WZk~@}2 zs;2dx9jh$6u6@Qn!6x$OUL=ZNB6lnrTvfXtv#}A+0N| z8ZG8^wmY(hhkn34JZ3j#G49uOW|LvB$Mm(TrB-z9 zIn=Zxk$N9$dQTP|lpMSZ6#*nhRE6E3>b_~Vd!zfZ)tfC9ydjQ^Ir&~7L>jX2&{|jL zn21kQFGUvcKFQ6vlcM8LUE=fhDsu@a+8POZ`ca%9HMVIdL&f4JXsxilyWQ`U58<%z z><2j_-BE_ac8uC`n&&VQ4~w$T_Vw}|F5{qgvWp`#7I&Fs=!_;oaolU`0})6#iW{g`?X%G?S!lz$JXY9EHljoZjeh^`&@hh#%CU z&Fc)nf0)yc{DabF+}B-8_=Yug#mJSQpCZl=y2^)lBNS*7g`tC&k!BA?&@lOJE$^;t z%Zij;<}6(e44TC6*DFx$E(K(*!96F?gA843iCXWIR=ZcEu@Q*z9I@}Wb?T@b>mcV9 zXQp^2y|nU|k?#wMYxEG)O?_5d?LJIDp)}Cpe{*XgCiNT*-5MI*3!%ODj;p7?N6Grl zbBdbMqtvjSmErIf{6&u{UgX0C9;9m62qx8}@8U9*N2|9JP%iLwh=ZmzSVkfE5?*FZ zLB!W3MdeQCP>+CP`$i-?<8I%YcXIvcJ}o!fqwW{k5h|sEfw{ry6$lOqSyh;T=auEC zGY%4tE%DmwwfXmUmaoQNrn$_fvk9yyM<2`SF%}4u9af5lvo?1+6M>IddGYgWV1JZq zfBG3O0omkEQa+QWjq&KZG?y6(7B_8{6OyhOLmpXsU`Mbam>Mg1}de_{$ z4zg2cJE&!AjR~QMXY;9o&gnw6`h{Qd)VW|}IBt;SHwMVz6^_p-b&-#tf zzHb&mIwqBKE3y*lHl9l^D3Y` zLcym-|xB>A3me+@OU&#-iE#F|5m8YBdDkcQbw*<%Y9)M>b z>w)OUSrY9`;}p4+7!FNk$CD)6OGAsB-tY-mqCm}l8oz8~-&|TvP0iviD4ff~Mt(gu z3tsS@fp~Vb2Rc=%Fy&V-?1`@$sz%C*#HRYdoADosWUe!xd{6A4cNFiCe7+p<_N0iRoY^`i2yKk@y*( zCS^GKq)wod8Y>#TO0VTFQDOQw2%d!Ec{0*C8+ z4qhTN8X5-#iTj_LC8M;kQv>ml)pRAwnlpAi0GA83tCK>-JsR@*JU3% z8U0?p&RG2tLOFLDmo!9lqn`3L{xtN_O(gZ(V#7lXZZg-SQ}$DmV3=my05SHN(7xii zD=&#@k@3Z0s+rJnh==ro zimZ#TP&BOx3MH8IsTC~{@P16Kq;3sP+09Q5b6$vEN=8(P#RJE>5^_$sr3lxLAzqA$ zr`}8MTsguJ=M%a^eAk?6AbEDvcyrtuFwyjb!zReTD~UBU-=yKNARE8ozH-3o2s7!` zksNo+s-uRfs$A)W zs+}hkSA(#zpSLTkVa);l{C0YeSJ>hrpM=B={2#+J4f~W)i-}-pI35lg`Dj^jJSt|E zM9T9CK#D&^zF;L=N?mX`8fz7aS8DDF9ONI@DU>b+KGMv{pHpl#3(x3Lei<(*d?(Q& zLO1{sD%%;n}6J;4tCqEHZ`Rq>k=tj`y)bqZsLLT|r?%^QBXV0Cs(RIy>T` zwu?gIQ$2Rn!yq^G?6SAGdNEVcF0S*p#nobyKVA!||-Zs~Wq~i>=$<&s~{d zD|~SwDY|FHg-&clq*2kBDz3XfZtBtZbJiP(dzv8bzq)ozi?C`hSh_L+_r6M9=o+Uuq#2as3|VQ%sO?<-MwBjGSqH7Tm`A2eH?EkA`d*YDWYZ^ z?j-v_APnkG&3cg1-qM4XrQEZBvP5zG_Ukv0|KwuZ8c$gAIwSAMoPbt5+j_2MpTl8J zCoIgQHZmCf!7r$bLzH9T<%8@$J#V7oVIwR$jeT^#QA=kXX-6VLv(}PDN{m=JXTN*yg1}X^?_)eoq&`UZYcM27FFIqX$D8& zrAH5!_iXG3aF7Jf*eH|BR91(Cx})H#*zr4_9cphbUsa;~I{tficLQ%Ypv;H?IljH@ zQd{)h?kYE@bPK@{Ur~Nrx4n5D!7Tosl6raC5v+=t zyg$uZVzpXfU!Cl8Ui;C6#&#^O{AAnU^92F9MPKRWFj8&F8p$}@W*aCnNTEr#Qf9!! zzo@QsbtG2jHv%R@G&c6K%F~o7Rca3vlQOv!KHhvyJzPTHNewqlRD=O72%SLKFOJd1 zK35&;;MF&k(55%PwlI8uo7$wB=*s(3@C&3H=VE#1^xiVmdxpfSK~jEv2sKQDQNp7s zh7}0cqyAWRk&`JvBm%`q&F^*WE%1{!PRQjs7mhic9tNHPG9lbDC9xD@Zn==ml#Rju z*~{EF_|O%+C$>`2U64flOH`9v=GA2xm~D&SJu}l$mGgTBh8$PPF>DG2)lfvsZUjt) zJ{ik>%=X9(Wf50YUbKow&@1&Pf~9^XZ!LAn>bs&vgNNf-+xs00kR$rhs={Q0^W3#< zh>OlsO`kcE2*_m`f#G7YX=Or51IPxQUZY4oe)n~nR;g#kshiP;kOraa1AzGFQ-dU@*S&X_=5u-SH9Izokenj#F z7{Lx_!u`6jVFmgNH5+Uo*n1xWD4m1gCpbG3ofT*-4u9qzF3rYMy@Pn)>+}KDIzP%diRpSP zS2^e5oaIS4Y4R&J%mu7_PE;U#5JQxX!vo5@J|w@d{RZ`fw^I~41>SITX{)b|Cu#Pn z!h>7mPwf;ZzU1)*mZ zFZ5(u6r!zN!Jy<R znCg&a@L1&yzuv;bsc+&|R#DPB)c{esZ{B*jzbE)u`GtiFFZM0^G!4+U-P`i%6}=Rq z9SiuV#I>2LE+~h&*KNX#Xa5nN#A0-XWaI*I45|>?SS6&LQ7_o z24=q>Sczq3Pv66ZiaH_{QqL}*e%op=keq!(uE$%vgTd3Cdp;RC971nGy7eu9=Z-&8)q73!CI+Jnz7XVTkzPzrNAJ$hwgKdf9OO^=8d?$VU+# z7#;ep+9F~G!hR*NlYWx-d4IQRInHKI#qtZjsI+if+h$P+pK(1PU&=k zeJ~xA$2lG$csrw0Pw+V_Y1YFM3`kWsGxuEq15N2W0sMA-xTE?$Wy|C|I75A~ZM5}x zW26PAg5|V`Z>;%1Hn`=|36Wo%_LJlX$SIxV#B?BAB=yUAN_VyG-r9UtH>{(Ccr*$v zi}Q`@RG`==cOp`ruyS7s@myTc07-_*F$8I-wdLG5dLEO- zxOB`~=XzmuQM&i%gB^Jht+_;{6{1~THZxr|rcuwaf*@zCH(XMDT^=ZIN-JCb2{#a` zD2{p0D6oDk(2qO+RKwHtvTVR&1MQlxdTn8_YD+io1elbH&b`4q0Ja@ zf9=}W6es($A;0f1Xr)VXL?+lq&)}YXm>LygHc}i7>l9Upr=5L3W;sXK6@yNASfZGv zO0|2-)I=&>UQO{RWgx`z1@lcYXw3)p{IV~u`2%74<-re8dcAVgFfB5hb+X0q z&;AjSS+rfLf%l}^?=GcU-4kvZ=nEO>m&D4(MhJA{a>&5ba&$>(L1k5oqGD5NfLyc* zOSC(Q_zFsBcpDuv8m{IHeK=1$&@NP|qry8}tVDoPUAAvbYBhAr=QA1(*NnXL0ty+5 zqDs;v!3Lcxws>^?lu(BZMA?1ZT-Lf{e#^@n9yN%53A*t5tNapKJPsCX&CXa-2k(y7 zz`PojUr1J~`fU55ZR6t1Y?e|i^8|m1qzEQgb?O|0RbQ?8#)|6W z9i_{sM;88ouQ?b~BU+5|)^d?qK2~93q(Te~Oo`GO%Vw-k=rp+;y0Ys)!7!@&-QC{XeiX;CJ>Fhw$LvNM%YQeH|-tvdTmI-Wc?h2v75rssh&IyV%EgTtt| zQyL3B{uN^x0Zl5Uk0xWQ)#-Jz(24U2CEmS^CD=h*&&O6}BCUWS^QSkzG94;1V+di) zTpFU9*Z5sOF6sv!sDiVzvuBT5v*<#la=r0ad(8E0zJO=M=^$%v_Q9hsNDq_b`8l8s ztU19P?g7V4sHywz^N0OFqxG|S)NQ9#7{+Oku1Li|jN$mT-t}GNQ-8@KzJ?j-4Yo8* zjtzpAoBu830-yidn0 zb1Heaukv`=Oe#}jpgCS2Viub?7VZ_ke#fPOHD;2?>e{=Fyt9)eyS_jKfl4k9Y2o$x z=q4NGMk{UhC=Cqu_FIm-_Ef&i?G?mgt$e!i+?n4Ny8LmuTPCpg(Ip^ijpb8sbN#Qa zd^@!n?>6Hn1#vD*uyW{E1mD=rq8xiD`M7`xIVen2a%aexxc!j0EKY9Mr-yj?BGp^T z-H;e!oE<1~3&ab07PmY6pbuo!9UCCQ3IoW~um$e867>X~8?9%< zD6ny7zg@*5GR;1mWP@vv)8(mWLn|7~m+l3q8nMNouiVa8NVd493Po@*og>k_*M!Me z_cB&TZM!=10AJyiI|`amP$}<}Tugu^lUS-A&(EAbS>nS3t;cZ1XUmkIb6dJV+e$Hq z?#6Mb-Q$i_dtrW&T?h`N1;29AK;lmZ%Aq)xZ_XPk?-2d6lbxIPZv5^v29(XZH+zXy zFfF-y#k3d5fTFkACoV*yZ2w2%j@~j*0=?6@wcft0y+9|S6pBfaU+m~zy0Kh+SNxWS zfNp;~G9%JVY-D8Cc7h4nM(Jdt^Q%|f3g7v^$=-y6GnF8y2Cqj%=-<(hB0)mt%NII8 zLF#jQ*BLA|*aIE8u86<1EPY?cyb>6Ka5{UdJY7w#29(o+8NVww-cGBT(GFFdZdl3K z($G$tqe)OHEeA?7e*4k(KzNm)I+7|WNK-_`hMMpwYvbBqis+TIyZJ4)qL$^5t)TjG z-Q~MU1SAB%KdwL3A)YGtaP@~NpYmFI@nqNTOF^Pi7}}QW!5G*3*f`Q=JeYt%J0+L5 z7_UVJn;}zw9sg0iOZrUV-SoZ=Nezs@WZ+E8cD>2twOS)B;3LRoLh2}vGJiqtE!r{Guw7; zD*Vf~e2BH4?>Zep=SAa5d5(ey4m!hR7bxLA1ORnsL-<*MUd~hH6Axr34}mnsX`NO@ zB=f?IG~LqVng7h3!_<~eS4=dLuUQ6`2B`uP=P9;tTySr;0>L~ROSB&JR9wZ_fS@1P zBi>C*X^PV>`ia@8>2>OP!+Lj!D=asB6@m#hj&mvMNoSV!A;G&9F-qGB*$eGKkJtd4eXf7k=6{~m%w(`1$? ziP!(m$$aiXBGLbNbhc)=?YH_6j^ohDzWIZ@ER6nspuc&uB;EH3)iu?sUNoL36+!b8Lj;vg60RbieJ9dU}jS zgw)9S$$ln*yl|?0w9g}6B`=SWer>RQ_X2HnP#G+UJIL(DAq=CQcxE(`$gLbafrdA0B%UO6unEzyuGabAH#?)v z+4Diou%_+kJkBWNR2~;8=-CRakXSfpRkgINkTRzMn|ImM3z^ixV;D6cx{gd+{9sos zg{f|$QL{v1D}c~|HJM!1JsXV=irr%JL61<`|BcB9R&WUOnt8+lEfuS~pKcHvUu^yDT2 zH|P|&%E#tf*pFjxaE6#Ddv@WdWoX^w?~n$W&R-+5NrdpXxk_7_>GdyNqKWo0?JqL2E#)E6|J4zge1!e7Avup^Xb7nKDafYZB(A;j1@P(OQF zC5IPY9ae)4j9bCwPNO5$ak6Q;E&lZLEYAI+(`@5tbY5|;^vI)74zZ^3SgcEEt>5I^o!px4Y?DgCGP~5LDkE_e|+S>pu;uhWqaN!6Z)zK?ik0xtI~*q6d9R_`cB!omr`m`9$%pO%ch+TreafRmN} z*ke;i4!0X1?cAV*Q}AJaN-rqOsp*P;a234QpmR*c4`bwK5ZS7Jl2Hjiu4Y9@I6p-mZ zyI)rrQ+Gp0W|`EY_$~Bcv_Q@YS-L@&+BwZP@HAKfX5LOH>>cBK_RhbVv_^VdL++5Q zVYzDk(~rU~y5J|s%YO&x!;FvyBFGDF*_yQCpuzN6%z!dPIY`RAN(HCdm?;}mGoJ8Z5yTXzCF>snYry!qTa9GoE|0oSs6ytPS zm|a_z{#0_cy6FfSzk?row!icB-!6)){$XL3KuORwa4Xv6H+^tT)W~F4P+cAHALTr> z?7RD;V%ZX*kRzR);AFuJyRESiA#-qdnOBx)yQ$&N`W=wtizpdjoK{}rv%nF@2M?zk z8yiPIt|Gb4$i)$F=7@N`TAUQ!6hjO(=P47Tlo4Mx7(+*y?++2thKEiFC38+4rS(`Z zLeK64dtDgMA|E{TCd_OUbL4Kpmlj($BR;_EZeK6V%=aeeJ*BkxIS>1z?be}46@66| ziD{9cihlgatH*D!=A*TE$F4e^+|Kc4Si6TYrevj&S6TlX%<~nH6)HS3g#VBBU0<^5 zJpxLEi`G&cyDfYp1&_~Fu^!0D!KNJ}!<~dlnwm%EsE8Zzm)B@wbRO%kLKy=TMPLBy0?h8Z*$hvEJjZ( zh;p&GZT@7x=ODzeGq&(6cj0W&`0}RUcT~k{i(O8lC=UFucOfShYKZ-VbnPZ~cw4Ir z;J7Y!LNk}b=C|s9?9zaCxh5J`@j-qH^>QN>BABEUa!YAa?d$JP+)KQ=E2EeKK>~9E zu1@h+#q(t*lX-F){6dY@JKD$e_sl&oBfl*}HC{b(J6ZSYx^Ta}B2G={`@JTdZ>9M0iA4f4{oDUhEX)ndoo2CSGK6^z8E7) zQO*29blI=l`sdaLlr`X7P)c5Z`m6|}C@)NOhOAz77vW~WN0U`@G2pGYVAp*ZBhK+V zmTTt99JUX~Hl~%yA~^a*ci!Scz+oh~ey~d4a(l-BP|{xCT_7|Jt*5dWG;`GurRj8n zwKo0Za1nax);Hwj6ZQyI43rG1;8)8ku?%D@ne%pB>HN~FV@E*Vg$g_yB{4w6rx_aQpEQK z-{qQ>;r*_@V$c)PGFn{|ep;W=oJSxTupv6p)M+^dFw@IGUctP_2iB(3R$Qb`C<@FQ zZdJ&H%Qw(s_qr>r>LiBNjqO*4%#=k)dy{lb)RkV!@2hxe79xGY5<>2qFb$%~CLJaJ zM|fuIN!yCW1I*R8|Cu9?E3(};MvIk^d1p!sJeHjY6N68li|S^Y`}lQ+j%La8e=5~q zswLp&?&H7j1fR52GZo$x&vu3DH;T@K?iaBY)75E(Ugn#{)yKsZL3vQ{4^wHow6w+9(tRKI(l5jY^!>&Jt%b&Tsh|9cp zkVfkNd+NaK0o>@H@Hp%wS?zmEzZe}Z_D1H=5hKaqsDA-i=I_M~996eI(>6CmW#?p; zA5(ltjZTu#!R&9)FEe3^XNI*qbNAfd{ESz_eExGaUml6(jviy$b$8jyXWCCJ6nynP z{v}LCKnRKh1B9;dw~7@1S)~{7kc^sA?~uHvyQu^-qpeLagM2k977Y#<`+Nv3V3J2A z?$GMZ@oj9ZqpQNA)&~BNMQ^l>?DR}+R1GMur?6YPZ&3zXN#Jy{fu%MM+}9JETZg< zcqM+x8bi6F`CAW!S^1clIT?}kLZSxN$=7ViUCOME2Zi16Qr}<&LoQZU(K`O6&Y%&QU}3 za-x?plWRkU32#_6$T&B%t969%y^}P-f)d}vRrY>dUCi~-{bR7qKw9Pi6jzWh13C6P z>y4?EtM~vl$%77rsA%LM43j4UGj3%=Q@xFY`Y#=OSrc%8((##qSn(0{VRn6P{uK_y zl&s;0guT_z+ZzL2LEyi%cBC6h`3k?Vki&i=K|lHaJVJ}laD##@d14*o%W(G0&DpZK zPj!;|{mLl*bq%llAO7>TryDrVF-6LSNyyfe@9w>Cbh8KYos%A3#ymH))}sG9rC?j? z0LKE^i$i%L9my}^dR(-xVm^TuyBkQKUafA*wHYR4U^7`uR5Y(6N~f`KK$#8m<~iKA zdC-)v-^s4c5xd)y!Eb%T-G%nunb}(5C&^#bduhLu5W~)?Ygi zpsKj;SeBT{xjwwZ`-ILL1-lC1_3p&c!>%e5R}jbJ!P|!I`1(S-2hM%GyEhtR^`P)K zfTfA}wKUkDGuM^=YsN0;_z2 z`$G=@^Z;#b__vh;iORw%>B~(LGuRG}7F0t}#SHcXu>Jh8MxREGp^}svA1*T@W5O5$ zJwmu^m+tlh=wRB-jz({7NW+AE^^@+)a~$tjwLWf%qlk)Ux5UzMZUHgRe_Zj}Cm!3& zH4ZwGc`ANV+alI^f3zg6CDjCj4iU=%ZIwU`WG$}TUx<<_- zV`CQ2Xc8Re)P{tlfa8n!^g_#eBgMt=cEN$c=Kb zyr8T}G%6vAK~Tg~MWuQQ15%%a}?W^s{bC`r33noYD)Zh5qGjR-rk{EoxyM zz8C`J1AIdRlc(!!z%FX^nI9%`*!2Q&I1M}t^77sjs$u&5kY-?F@~cL|uUz7C`Y^so zfRp;3{RH&^fWAwWb!Nnx{V&S!`2=RC&IMNR6vin#&#k1XXE&4BxTkVj{l4Dc-(R1Q zNBl}K@Q`9A>5I+5jIECI;=ydW5D zZwlcnpX7F5k%e7-_sx5Dc)Xl;JxKMzQx0){f&U%=8*u2G+3x@YUuk?lOt^v0-4D8V z&gTpR@P?p;lrm-WHp=r303tw4+cswvV52oX{0PzmGhTgD;i!!4x3QOV%;lKr1Dv7Q z=tvPV+FyIK8x*WSi*mie?z31t(_yv6%?4}KXUs9luBzkE1)u2U$`gs_#X33L z;?C1RpRg;E7~VfjVuT*@X348bDYc{D{3dL7e@4SE1Y&=9{=4jgmuN2Ldgu0IT99ese5@ z5*}WYCaHnVF`Uh{k{B6b7$ zIk{~8W+*!tpWCI-65mV&sL|>8lwQ8^&8AB^TGqPPFWFH=3K$Y3d-wce5tM*MWIE^t zn5pVI*!`kdiz~#wdxV2ds6rtF6BC{+$%#W%Eeg@ieYU_uRiMg;==Ox-ir3mk2r-L zBK6M2!ESc3QM2=fq?Lh4k}eVu$(Pxv9PR;Pinc6 zDBJYwUN6qKnxOAu4?YB{&B#yAQ{_n94=3t$obw-P&#rT=ez+=Bt&0JEn4AW(VuQNy zTxlUaEY&Y~pS2DQ7i6z!p5>)dEhprD%YruFub(IEcuRxPFz{SyQnSn?V*SymM|v%5 zJuAtegFh!jzK$is%`D&#T>B@w{o_wIqLS@VA^gG1BO88nPept9q79!ixnDhdrb6j4 zmtuY7!TUEkw;XiR_F+s|@`=p~^SIQLdmrXX`mI7kd;kfEyqGsCi{EQ4Xql)7tpdV9 z5$?3Qy^3_DtUCOXDXRg-agSHI`1`VYVE@N74A*njET{fClPyO% znZ4nMDCAP(@B^J-G6(-`X2Y!d)p@Q043;@nb3CkUw^nmS1{%4YFimF5yvBns&%bM1ev*WS1ZzNf?Yx@D zfr1J~!lwEmJvS9WY9%)7G9Y4BLAH1SCBE!W-)@W>w|+FYYkX+flVtJzFaRAS7|!{n z(zG*{Cf`89y2X?kAR!JNU5OTRkOev~5tM)V@$r9@;kA1tl|qwMI|B2=>tC2Oe3r{N zOhz+4TSJNWLJbN>olifUxO@)@OKui?R|Jyxd}vEyfQ2I>0P+w-EHIf%UKtqpiS#p} zRFrI2zjx)slg{hNIAAk9L}p3cOG##phTrVLCDazM9A<_a7?|vPhvvTU z68_7*@IaPi4L}eo)Fm%|hNoNlHe}o2?fq6RhoacCxCXs1zOFT9a)f zdd{;J)e3`sAO2y61%&TQBdKn|D4~mTUE?2D~9Humv}Wd z*olSA%13m&lI2=^X4iB`kN@B67|OGZ=0>s|i_GT3cjL4lCWOc8hA|J5?z{|F1x!*> z7}83C?$cxISQUv7bWco^-Om8;J(u+lsO+|QD!Lbb1OYT|SxV-4=~4SlN81N>?Pa{_ z8MrLam->HLHLfH#;#>ImMom7T^`vs*gDBhMUX2po|0@5E5M;hWu?y~CF4D_EE8j#2 zQug4bA#rSy(Rg@Lzc!;NFkEzq>UM(h&!>-6V_e)Pyf^ErvZdLU#~8*D>^3$)mD?4s z;l>%hOkx7 z9%Og1&}00wF6x@mamY5g&^w>4Aac~-uyfZFFrpkT(GPSwyqA#xGN(ilGmCQx7NUJBrO<}jTnEpq4|ADD5^rZ(@@>@KD zwopvQVSK|r;{{6v+l4Nf-6CvO5hz`uiA+$wTJp4NSr#7NU;GZ||lYsrDE!pGS$ZM+L9KPVmEGk;IHeJak*$)fO8g2u=HYTk1 zrd<(UdfNe{7qG*i#zge&#Rxi$x=8y&_O^WeP72Od8Q=88>OP!*76p)@erelwMZ@zoxtFZVWJ&6Ej4M7>vrb;&Isju zvLs2@^>2L|G4?TWE={}7_tqY8l)iGb(LSL ztbUSO;r^?}?(~rT3ZbMB1uY z6YD=bxDm;k7AgRZvxSjRh5sEj{nw4ZC$KC;tSBVQ2%<_B+UA|@;)N{ptU>o@*&0Gz z1JvLnc%ZPT4b}(p4Of}8AJ4!6_W$*WzkkB=0cNCCgH$J9{jlR4gD+!f^%f7A`VdOL zIbD;_hRKvmg7EikT}XB8mLat44~I1ap~Lv6hXkzFU@`v$MCN~hB`*%meeDx4eU@QS zzpK85^tV&AGm;_=M$9J5XJh?3D!<~455H~+CA|xG~)PKx++qo7H8@yj{&~7U; zoFimV7fBv4qQ>a~XZv?T^Y0-pShk1A_TWwXt6k!8U>-HQdI9 zerhFgM*0l9?8T1QPYsDhn?U_?e29p%`uaiBn7L?<*owwv`>JDrXVeDwY|aOrY|d~| zn!S?(o4g(LZ?1mr1&!Ga3G`n7*p}Gp@FcmuJJ$hF9!0d(wEq~{YHpIS+X*zb_~yRJ zcd!*uSeB2A^CRC+e1mOqzs`(AB@Xs2s*I!@p!v5KxDWv^NaiWW3UPB9oR>D#=<4W* zwW-q=*e#08!5S#8vR1QEva7JN=P1XkJXSHkJ7j&7v^39K|Jl@UoNMvYM)!}`T?n9g zPdbB9JS`DYLK_2s()I??l64!5FTIp6oT0qky16CGT_f<%7Whdr@WlbHD^Z+sDe=z7(yC;=O^8b#x0b0c z1adr;Efb#!w@ps7y=DC#ss=(MPxd59oR}{I*8nOfrztrb7&@Ft|1I&+|3)@{4jTm+ zwvql1kihs0S^VD{ccK@!BrGBJ-PW*^ z==IRfy%#fP7Wa&sJE^CTOl}HTJ|WAEM!%YWs4PQx14vQNOY{N>hWETi`L4eI>gxnV z0Vgt=6gPGhqZ@aBfZ`w@aWsdrK@PdO86;oQAenXJ{BiwJJZ z=*i_V`#Y=n{|wfhhzuBJkA!5e4P61QFuqEk!MM4M#3B2+tv3GoPr;0-2zA=##virB z7FibA1x$$y2UM-&Ci3O*=oZ4l{s|PCFPyvo=aGN@bWeMk|4#`J*meNgaIgtI^L?;f zCif5Wpd-}xEQg;!$5B04hM-SC58!TVa7NT@6S12Cn+Kx(w)?*TH*!4y6b9TLM3^o2 z#jRCEX5i~`0#QPBa%&3BXrujC+hoTXB#!q5(t0(y`A;*bWMd#etwPbO|HZK>z96$H zdYQFHhs?c?)94(!mAmk>SD4i_?DT~!nW$VLcmdXMgJ}XIv?%>Oa5fu*5U|x3D`^W8 zUQ|xrSXQ<4xma%v>%7>S?v!Ccu$l5?fXh8?x30aXN#s#4nt`>c=07 zRU3P-zj#G9CV*l2R@WZ-6f@@;?G+BvBO9L^rYo#Twj2Y#*)z>i6m(sp@nwum+LHN_|b_(YBQN` zNR4whN`vj4F?^YDZ~Oyt7EJwMWgAdUhRU~K3)$`;|0HNY-0oa2UNEGkY%Un)QykG4 zCJT^L$dXGPprKDs$=2OjLo8s4oOeK^5~moDFNIDc2jYl-QJNQR+>ww1+kAGK@^#y{ z@8h92EFo0!vnpV7P3-0^5zkQn3)*-T0!-z(R8JHF65BLB zu7rjj$Ry+J^cZtW774}IA+CcKZJZ^l*Z2$7>*n1^-Utlgwd!g8^T2kv0oA(?VN~fO zcvV?ic&^FUm%I=kFXKs{w=-5$@q^ztVls=;C4d`{5!&KoJw4kPSM*BcmtpoGXbpN(fEe(6(CGD9TZOGsztM8=Jf9gVhFZBO;{|WfZiLtYSH#C%u9MBg<4m8ISxMeA^bYWdX zyWj)bfs#K`a-T){Os}8DB%7a78grQ}jhohIc%DRy#r#|*%dc(z0oWL=dkPqwiI`+Vc9!wgOeBh z(Ona4Q^E^yq2m0OeL=lS$}rk5j)=~RB~k5Qnfn*)GOk15%=~~~urp?!ef^JpBrW}* z2xjit{#1@cgwb|vb+nv#=-BZ@Ht`x6b<*n^!V%~otH_G4%w#Cd-=@ZMLKdGOlI9BL zuVHv#T~8Zg=_u_Fb@Ikp8?Dg7@orJIo!c=$2eAz=B3+QrB)R(h0o>BkR_W`{I{3s% ztTMhS!7Y+qP4wu}o3Ourt#yho%SndAVYcz1!x=$3u@((WW z@;Y0^`8CG!i(L%YsyxX``2=56dZs6xh6`>ee{Mxe4;5905#4o^VM+08>W+9Vb{-Uo z^bUWpBh~^I_bGlnWU=ovpN{HjzNzFSD{f7o_JWnoeDx2B!0oRfdVWJy&U~64sU-vV zx+}^m3xH0HUM4YJn17E3zQa;(AoYrybF#>aJOBv7OjClfW^axy-OV(G);x$YK@D$W za`NBekiVd6;MowsBaaojE?{JFs)upOv6w6wt%I6+y2+XhtNY&{cdAO2Q6y3(w!FRUqhbq=x{h3F6tReqhxJX;oG_?KY1F zPTk2pxViLHbP6zTmRIB0E9NV_-@T4pn>y?JO4_S|G~zcDWAipL$ldz*Xr5#= zTYJph(!G)lC5D+}hbEIm6h#|EbiMJgS@Rs6buY$yP}?=GD2Y{2sD1MdHz&WT-KLRz zg+0PTgtfMmY5Z|1o>CMf2<8D%^8Q2*_FjjWO4LmmL$ewHe%hD%QMPz2aK1Y$oxSI?pu zT}{xhZ=I=B>(}(WOrq150@MTW?I!-4ZHeh5B#Tx3vc|JGeZfl#yrIdaF3o)8=)d&< zChGSs>bFwh8h484WnI-FFfEc=t)yzJ&;R3OK}kcWK}uHrN|I~w=7z7p(b9C)mIAdG z*8oLuEqMhjlTDLV*(+{3Tz)v!yZykj@8dt!kAH)sp>aSm8If%XB|+Yt>RgC?WrX)z zg}e|_k{~W7iWJUh%wP2<`HVYp@n$8Xre7NUJkTgrFS?qrJk)n%uuBwvoUQA7BOf;a z;f_RBg~hyzR~7GsY2cqBC;CqjIHmzvAPv;=CfEjNhF45jn9OMFq>;|d8{1q?$6*qR zd8gvjf2;irDAz)gq*0WTUyJGyT|JnM0g$H}CU0V-t+P($25HXCSyQGNjd1Ji8hIG= z!KvGqvwxUpw;EV&VIGwV?BA0ru_mn2WcH?v?7SBzoz@8hR~E=gehZ0RZ8@6gRMX&m5f5Ee(!n?=yV2K z90GH*mE)|yLLrz|Z#ZezSZ{IU9Q?eP8N_oP0=tq#v3lN(-ZVe$U@u{Y7J1jn)X@w0 zdNNBMz0Ozu11HWKyM1wo)stDmdy#i0aeO4+_9>f>Ha(eZ4jH0Gu(MfviiZZmB7kb~ z?(wOSu@;ln(Hb8eLLELc>juNqa3xQd(MdjSt1;CC3J%+@Sz zJ4a$-c^9rY{L{8EVbN<2nBBN@P0ilo3$p*h+5%OO-x^8hpj7%sS0e>BnE9IK1sCNi zKl5hv(aM=CYv-U+q137N$q@M((#X;g}-L)n^8L;$Ym)3<{vS;^smGtZ}<*bg1ujyPEbi>WrA*RZDyClC%qlHO2tZN##`H z`MdH*K_*79rOs_l#*P5(v;@$7nol|;x0y_%3l$C9yC2Cs+|cuQfIXv5E*X03BBNFw$C5ijp2WbV&<6OQ{0;xFTHES2MKQx+`w{6xG$2F_Fs^hD*Tyy%pP)pg(d;Fsj*v-*;NYilzwq5UtF|M#yyu>?P6WaI~e4s@Gh>#Q^hT}>!aRqiI;T!Hv&7GXGfd;&lV%L7>6Ye?Ezl= zOGL?r?*{L~xw!Z9pHOvqv-@G!2)mxJ8wI;jup0%tQSg5s1zOx(!kVcgaXjCpx7z_z L2+XL=z$NluJ5@h8 literal 0 HcmV?d00001 From 1748894704985622251bb99ba8caf68f01e90a43 Mon Sep 17 00:00:00 2001 From: himoto <31299606+himoto@users.noreply.github.com> Date: Wed, 17 Nov 2021 16:22:45 +0000 Subject: [PATCH 5/7] Move detailed precedures to Wiki --- README.md | 473 ++---------------------------------------------------- 1 file changed, 9 insertions(+), 464 deletions(-) diff --git a/README.md b/README.md index 4351f3d..7150a72 100644 --- a/README.md +++ b/README.md @@ -1,477 +1,22 @@ -# Breast Cancer [![Actions Status](https://github.com/pasmopy/breast_cancer/workflows/Tests/badge.svg)](https://github.com/pasmopy/breast_cancer/actions) +[![pasmopy-project](resources/images/social-preview-pasmopy.png)](https://pasmopy.readthedocs.io) -## Manual installation of package requirements +# The Pasmopy Project: Breast Cancer [![Actions Status](https://github.com/pasmopy/breast_cancer/workflows/Tests/badge.svg)](https://github.com/pasmopy/breast_cancer/actions) -General: +## Requirements -- Python >= 3.7 -- Julia >= 1.5 -- R >= 4.0 - -Python: - -- [pasmopy==0.1.0](https://github.com/pasmopy/pasmopy) - -Julia: - -- [BioMASS.jl==0.5.0](https://github.com/biomass-dev/BioMASS.jl) - -R: - -- TCGAbiolinks -- sva -- biomaRt -- ComplexHeatmap -- viridisLite -- dplyr -- edgeR -- sva -- tibble -- data.table -- stringr -- biomaRt +- [Manual installation of package requirements](https://github.com/pasmopy/breast_cancer/wiki/Manual-installation-of-package-requirements) ## Table of contents -- [Integration of TCGA and CCLE data](#integration-of-tcga-and-ccle-data) - - - [Download TCGA clinical/subtype information](#download-tcga-clinicalsubtype-information) - - - [Select samples in reference to clinical or subtype data](#select-samples-in-reference-to-clinical-or-subtype-data) - - - [Download TCGA gene expression data (HTSeq-Counts)](#download-tcga-gene-expression-data-htseq-counts) - - - [Download CCLE transcriptomic data](#download-ccle-transcriptomic-data) - - - [Merge TCGA and CCLE data](#merge-tcga-and-ccle-data) - - - [Normalize RNA-seq counts data](#normalize-rna-seq-counts-data) - -- [Construction of a comprehensive model of the ErbB signaling network](#construction-of-a-comprehensive-model-of-the-erbb-signaling-network) - - - [From text into executable models](#from-text-into-executable-models) - - - [Other tasks for incorporating gene expression levels](#other-tasks-for-incorporating-gene-expression-levels) - -- [Individualization of the mechanistic model](#individualization-of-the-mechanistic-model) - - - [Parameter estimation](#parameter-estimation) - - - [Patient-specific simulations](#patient-specific-simulations) - -- [Subtype classification based on the ErbB signaling dynamics](#subtype-classification-based-on-the-ErbB-signaling-dynamics) - - - [Extraction of response characteristics from patient-specific simulations](#extraction-of-response-characteristics-from-patient-specific-simulations) - - - [Model-based patient stratification](#model-based-patient-stratification) - -- [Investigation of patient-specific pathway activities](#investigation-of-patient-specific-pathway-activities) - - - [Sensitivity analysis](#sensitivity-analysis) - - - [Drug response data analysis](#drug-response-data-analysis) - -## Integration of TCGA and CCLE data - -### Download TCGA clinical/subtype information - -- Move to `transcriptomic_data/` and start `R` - - ```bash - $ cd transcriptomic_data - $ R - ``` - -- Read `integration.R` - - ```R - source("integration.R") - ``` - -- Run `outputClinical()` or `outputSubtype()` - - ```R - outputClinical("BRCA") - outputSubtype("BRCA") - ``` - - Output: `_clinic.csv` or `_subtype.csv` - -### Select samples in reference to clinical or subtype data - -- You can select the patient's state based on the clinical or subtype data obtained above. - - ```R - patientSelection(type = subtype, - ID = "patient", - pathologic_stage %in% c("Stage_I", "Stage_II"), - age_at_initial_pathologic_diagnosis < 60) - ``` - -### Download TCGA gene expression data (HTSeq-Counts) - -- Download the gene expression data of the specified sample types ([Sample Type Codes](https://gdc.cancer.gov/resources-tcga-users/tcga-code-tables/sample-type-codes)) in the cancer type specified by `outputClinical()` or `outputSubtype()`. By running this code, you can get data of only the patients selected by `sampleSelection()`. - - ```R - downloadTCGA(cancertype = "BRCA", - sampletype = c("01", "06"), - outputresult = FALSE) - ``` - - Output: Number of selected samples - -### Download CCLE transcriptomic data - -- Download CCLE transcriptomic data. You can select cell lines derived from [one specific cancer type](https://github.com/pasmopy/breast_cancer/blob/master/transcriptomic_data/CCLE_cancertype.txt). - - ```R - downloadCCLE(cancertype = "BREAST", - outputresult = FALSE) - ``` - - Output: Number of selected samples - -### Merge TCGA and CCLE data - -1. Merge TCGA data download with `downloadTCGA()` and CCLE data download with `downloadCCLE()`. -1. Run ComBat-seq program to remove batch effects between TCGA and CCLE datasets. -1. Output total read counts of all samples in order to decide the cutoff value of total read counts for `normalization()`. - - ```R - mergeTCGAandCCLE(outputesult = FALSE) - ``` - - Output : `totalreadcounts.csv` - -### Normalize RNA-seq counts data - -- Conduct noramlization of RNA-seq. -- You can specify min and max value for truncation of total read counts. -- If you do not want to specify values for truncation, please set `min=F` or `max=F`. - - ```R - normalization(min=40000000, max=140000000) - ``` - - Output : `TPM_RLE_postComBat__.csv` - -## Construction of a comprehensive model of the ErbB signaling network - -### From text into executable models - -1. Use [`pasmopy.Text2Model`](https://pasmopy.readthedocs.io/en/latest/model_development.html) to build a mechanistic model - - ```python - import os - - from pasmopy import Text2Model - - - Text2Model(os.path.join("models", "erbb_network.txt")).convert() - ``` - -1. Rename `erbb_network/` to CCLE_name or TCGA_ID, e.g., `MCF7_BREAST` or `TCGA_3C_AALK_01A` - - ```python - import shutil - - shutil.move( - os.path.join("models", "erbb_network"), - os.path.join("models", "breast", "TCGA_3C_AALK_01A") - ) - ``` - -### Other tasks for incorporating gene expression levels - -1. Add weighting factors for each gene (prefix: `"w_"`) to [`name2idx/parameters.py`](models/breast/TCGA_3C_AALK_01A/name2idx/parameters.py) - - ```python - from pasmopy import Model - from pasmopy.preprocessing import WeightingFactors - - from models import erbb_network - - - model = Model(erbb_network.__package__).create() - - gene_expression = { - "ErbB1": ["EGFR"], - "ErbB2": ["ERBB2"], - "ErbB3": ["ERBB3"], - "ErbB4": ["ERBB4"], - "Grb2": ["GRB2"], - "Shc": ["SHC1", "SHC2", "SHC3", "SHC4"], - "RasGAP": ["RASA1", "RASA2", "RASA3"], - "PI3K": ["PIK3CA", "PIK3CB", "PIK3CD", "PIK3CG"], - "PTEN": ["PTEN"], - "SOS": ["SOS1", "SOS2"], - "Gab1": ["GAB1"], - "RasGDP": ["HRAS", "KRAS", "NRAS"], - "Raf": ["ARAF", "BRAF", "RAF1"], - "MEK": ["MAP2K1", "MAP2K2"], - "ERK": ["MAPK1", "MAPK3"], - "Akt": ["AKT1", "AKT2"], - "PTP1B": ["PTPN1"], - "GSK3b": ["GSK3B"], - "DUSP": ["DUSP5", "DUSP6", "DUSP7"], - "cMyc": ["MYC"], - } - - weighting_factors = WeightingFactors(model, gene_expression) - weighting_factors.add_to_params() - weighting_factors.set_search_bounds() - ``` - -1. Edit [`set_search_param.py`](models/breast/TCGA_3C_AALK_01A/set_search_param.py) - - ```python - import os - - import numpy as np - - from pasmopy import Individualization - - from . import __path__ - from .name2idx import C, V - from .set_model import initial_values, param_values - - - incorporating_gene_expression_levels = Individualization( - parameters=C.NAMES, - species=V.NAMES, - transcriptomic_data=os.path.join("transcriptomic_data", "TPM_RLE_postComBat_BRCA_BREAST.csv"), - gene_expression={ - "ErbB1": ["EGFR"], - "ErbB2": ["ERBB2"], - "ErbB3": ["ERBB3"], - "ErbB4": ["ERBB4"], - "Grb2": ["GRB2"], - "Shc": ["SHC1", "SHC2", "SHC3", "SHC4"], - "RasGAP": ["RASA1", "RASA2", "RASA3"], - "PI3K": ["PIK3CA", "PIK3CB", "PIK3CD", "PIK3CG"], - "PTEN": ["PTEN"], - "SOS": ["SOS1", "SOS2"], - "Gab1": ["GAB1"], - "RasGDP": ["HRAS", "KRAS", "NRAS"], - "Raf": ["ARAF", "BRAF", "RAF1"], - "MEK": ["MAP2K1", "MAP2K2"], - "ERK": ["MAPK1", "MAPK3"], - "Akt": ["AKT1", "AKT2"], - "PTP1B": ["PTPN1"], - "GSK3b": ["GSK3B"], - "DUSP": ["DUSP5", "DUSP6", "DUSP7"], - "cMyc": ["MYC"], - }, - read_csv_kws={"index_col": "Description"} - ) - - ... - - def update(self, indiv): - x = param_values() - y0 = initial_values() - - for i, j in enumerate(self.idx_params): - x[j] = indiv[i] - for i, j in enumerate(self.idx_initials): - y0[j] = indiv[i + len(self.idx_params)] - - # As maximal transcription rate - x[C.V291] = incorporating_gene_expression_levels.as_reaction_rate( - __path__[0].split(os.sep)[-1], x, "V291", "DUSP" - ) - x[C.V310] = incorporating_gene_expression_levels.as_reaction_rate( - __path__[0].split(os.sep)[-1], x, "V310", "cMyc" - ) - # As initial conditions - y0 = incorporating_gene_expression_levels.as_initial_conditions( - __path__[0].split(os.sep)[-1], x, y0 - ) - - ... - ``` - -## Individualization of the mechanistic model - -### Parameter estimation - -Here, we use phospho-protein time-course datasets to train kinetic constants and weighting factors. - -**Note**: -In this study, we used `BioMASS.jl`, but in most cases you can use `pasmopy.optimize()` function for parameter estimation. - -1. Build a mechanistic model to identify model parameters - - ```python - import os - - from pasmopy import Text2Model - - - Text2Model(os.path.join("models", "erbb_network.txt"), lang="julia").convert() - ``` - -1. Add time-series data to [`experimental_data.jl`](training/erbb_network_jl/experimental_data.jl) - -1. Set an objective function to be minimized in [`fitness.jl`](training/erbb_network_jl/fitness.jl) - -1. Run [`optimize_parallel.sh`](training/optimize_parallel.sh) - - ```bash - $ mv erbb_network_jl training - $ cd training - $ mkdir errout - $ sh optimize_parallel.sh # It will take more than a few days to optimize parameters. - $ cd .. - ``` - - When finished, run: - - ```bash - $ julia - ``` - - ```julia - using BioMASS - - param2biomass("training") - ``` - - And you will get [`dat2npy/out/`](https://github.com/pasmopy/breast_cancer/tree/master/training/erbb_network_jl/dat2npy/out). - This is the estimated parameter sets that [`biomass`](https://github.com/biomass-dev/biomass) can recognize and read. - Copy `out/` to each patient-specific model folder via: - - ```python - import os - import shutil - - - breast_cancer_models = [] - path_to_models = os.path.join("models", "breast") - for model in os.listdir(path_to_models): - if os.path.isdir(os.path.join(path_to_models, model)) and ( - model.startswith("TCGA_") or model.endswith("_BREAST") - ): - breast_cancer_models.append(model) - # Set optimized parameters - for model in breast_cancer_models: - shutil.copytree( - os.path.join("training", "erbb_network_jl", "dat2npy", "out"), - os.path.join(path_to_models, f"{model}", "out"), - ) - ``` - -### Patient-specific simulations - -- Use `pasmopy.PatientModelSimulations` - - ```python - import os - import shutil - from pathlib import Path - - from pasmopy import PatientModelSimulations - - import models.breast - - - TCGA_ID = [ - l.strip() for l in Path("models", "breast", "sample_names.txt").read_text("utf-8").splitlines() - ] - # Create patient-specific models - for patient in TCGA_ID: - if patient != "TCGA_3C_AALK_01A": - shutil.copytree( - os.path.join("models", "breast", "TCGA_3C_AALK_01A"), - os.path.join("models", "breast", f"{patient}"), - ) - # Execute patient-specific models - simulations = PatientModelSimulations(models.breast.__package__, TCGA_ID) - simulations.run() - ``` - -## Subtype classification based on the ErbB signaling dynamics - -### Extraction of response characteristics from patient-specific simulations - -- Execute `subtyping()` - - ```python - simulations.subtyping( - fname=None, - dynamical_features={ - "Phosphorylated_Akt": {"EGF": ["max"], "HRG": ["max"]}, - "Phosphorylated_ERK": {"EGF": ["max"], "HRG": ["max"]}, - "Phosphorylated_c-Myc": {"EGF": ["max"], "HRG": ["max"]}, - } - ) - ``` - -### Model-based patient stratification - -- Run [`brca_heatmap.R`](classification/brca_heatmap.R) - - ```bash - $ cd classification - # $ Rscript brca_heatmap.R [n_cluster: int] [figsize: tuple] - $ Rscript brca_heatmap.R 6 8,5 - ``` - -## Investigation of patient-specific pathway activities - -### Sensitivity analysis - -- Calculate sensitivity coefficients by varying the amount of each nonzero species - - ```python - import os - from pathlib import Path - - from pasmopy import PatientModelAnalyses - - import models.breast - - - TCGA_ID = [ - l.strip() for l in Path("models", "breast", "selected_tnbc.txt").read_text("utf-8").splitlines() - ] - analyses = PatientModelAnalyses( - models.breast.__package__, - TNBC_ID, - biomass_kws={ - "metric": "maximum", "style": "heatmap", "options": {"excluded_initials": ["PIP2"]} - }, - ) - ``` - -### Drug response data analysis - -1. Calculation of the ErbB receptor expression ratio - - ```bash - $ cd drug_response - $ Rscript data/calc_erbb_ratio.R - ``` - -1. Drug response analysis and visualization - - ```python - import os +1. [Integration of TCGA and CCLE data](https://github.com/pasmopy/breast_cancer/wiki/Integration-of-TCGA-and-CCLE-data) - import pandas as pd - from drug.database import CancerCellLineEncyclopedia +1. [Construction of a comprehensive model of the ErbB signaling network](https://github.com/pasmopy/breast_cancer/wiki/Construction-of-a-comprehensive-model-of-the-ErbB-signaling-network) +1. [Individualization of the mechanistic model](https://github.com/pasmopy/breast_cancer/wiki/Individualization-of-the-mechanistic-model) - ccle = CancerCellLineEncyclopedia() +1. [Subtype classification based on the ErbB signaling dynamics](https://github.com/pasmopy/breast_cancer/wiki/Subtype-classification-based-on-the-ErbB-signaling-dynamics) - erbb_expression_ratio = pd.read_csv( - os.path.join("data", "ErbB_expression_ratio.csv"), - index_col=0 - ) - compounds = ["Erlotinib", "Lapatinib", "AZD6244", "PD-0325901"] - for compound in compounds: - ccle.save_all(erbb_expression_ratio, compound) - ``` +1. [Investigation of patient-specific pathway activities](https://github.com/pasmopy/breast_cancer/wiki/Investigation-of-patient-specific-pathway-activities) ## Author From 0face7e8a8928344ee7bb5cf55c69b3064b7eafb Mon Sep 17 00:00:00 2001 From: himoto <31299606+himoto@users.noreply.github.com> Date: Wed, 17 Nov 2021 17:38:48 +0000 Subject: [PATCH 6/7] Fix link to social preview --- README.md | 2 +- resources/images/social-preview-pasmopy.png | Bin 131210 -> 0 bytes 2 files changed, 1 insertion(+), 1 deletion(-) delete mode 100644 resources/images/social-preview-pasmopy.png diff --git a/README.md b/README.md index 7150a72..7aa6210 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -[![pasmopy-project](resources/images/social-preview-pasmopy.png)](https://pasmopy.readthedocs.io) +[![pasmopy-project](https://repository-images.githubusercontent.com/334852660/03d74ab9-2bd2-4f90-bd9d-b0f7a71fd3f1)](https://pasmopy.readthedocs.io) # The Pasmopy Project: Breast Cancer [![Actions Status](https://github.com/pasmopy/breast_cancer/workflows/Tests/badge.svg)](https://github.com/pasmopy/breast_cancer/actions) diff --git a/resources/images/social-preview-pasmopy.png b/resources/images/social-preview-pasmopy.png deleted file mode 100644 index 7d72ac1fc36934f16ffbd4666ac573bbb3b16588..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 131210 zcmeFZ_dA>6+XsxMMb)lRv$odWo1!RcRqa*O9zkk{phoSs_TH=Z-g~tKtv!OGVvpDf z;!VHL^L*dm-ap_y>NsxqojX^KT)FOZUFZ4voRQj^DufSd9%5l(5vsm=`34K?z62H) zPBz{H%pKPsj4hZGHt3Ct0#?;H-45o3kBy;B&%m_rtu_P^K4 z*qm7R{&OD(3oF6_3-G^VG%@GDf618R?`Qt!d@mRKe@A2P<>LI`==&16_x|r1C;RWm zTvgZ~V@~*PuZ%!gSX5+x4{W=fNzAlgV5z>8f9r$2pM~3Es@M8L@#%e>JSu#)7f54G77m;8ynwQ;^{j7d{x)X|DD0#Bx)N|8G~ek*8i;T zLc%ldF2iYEeJZ7V&+r}#xjYXph?hk*vx--wZu4nMBL;NS)8*+Se^D72+ostBzDnF= zrU|&%PtcUynN(Aq2Xg6@Eo%fe*6&6$4aYOefu~D#ggCEDIU#n|&u%(dp9XiSzbor9 z`Jm4GKMKAL0nGml{9>%3cubb$zx76)r;z}qZ;9CT#UW>ZP2F@hsa`GVbNpM+q2Np6 zcH~06-KzJ3P0H92a`OC+OjuHu#FSpmKY(0e^nGHKwKL0po)@E-D{L*prD?&0W{gGM zpmTzJ{!3TwhiM%7?=mt*8J7Lwl`oCF)JKk|225=mR+HCCmzcZTzMPlgIaSmS8OIcL zepN7_S68KuCHwq>ku~>oJ+WxIQs76djAZf_OZwAr^^{^?Zo?y%@qjeV7z?d5!Oaz3 zYZ^@OYEOeb?CO~a)ynyfbp3(fa4s?CYcX!-lz~SFf(o>Mo{4AyfKm==>yB84k0MxZba~DC)e1QA5Yd;$=^vLe>*9 zmoO^FQqZ#e1q?L7Cbno_uw;pvwfa+5Q4m)l#l#|<^n%5@pzQwkM&vn1U@I~=IoTcZ zmVm7v6ITU<1SyQm{(4PW7YR_V`?L^p*7RcHYe4K^kM}|Ig%x|t{=6^SI z*cV1{H}b64MGytmh==(fbrQe#I=>*jTAb@@qHsa*c+gR`vR}r6nI3F3^TzGvcaz@| zzzkfAc}lXtCqL%iStQ2ib_(E}$HlY6iCg(DzW3v8Hla4K+n~I>@$q!G=-Urp+99o4 zk!IH9Yo9fBAEbycey!4&Z;E$L%)I=%=Sc~@0Z>V{*oZMW@F#Gu+$}+o*e&p$ZS2e+ zS8ETpfY&=~81h4Jzy7F66w+zRO>IC?0&MUPva!^D@ zJag|HiR{{-qIJ4fD)o|7_(+(R(4+$S8at|(j-uSo z;a>`uonp?qt37aT{KwGQd=6FLJ01gnou#)Ke;x#&6uS?8G$mT#qB9p&O-@*n|i}iSCT71oZu+P&)yJe(Qi%#@yhY!VoUk6@-_zGl08oI-l$lu%%J11 zL4ZY-+|?K}cq(zQOAd3J@3tqt1ZmGriulp8O^R9ax|a5Ou=?|uXY5PejfaB!yjkme zJ1Ji@1G7HRUZx(^Jc+x8D)Mz*t($gDv{EYM#JWWvNxEt+$OXw#Cz*9Ieg0w}veI+q z14=)*L7sMpclM{IOM33g)w>b?`J!~7fzk$a*uBXm7OmGVL~2Y%%Q>Iy+5k|h-3J2S zZZj=%EUeGZ+H!{_i=U{!!0{yi&bP9s*@H*6tpS(^uk>+kHP5{%{zxQg|J|{?QZ##P z=NC+TPGg;JkSj{;>$qoRhBE%E+%N!LJN?>Fx3u?%nIa8T zh1hdw;}|DaiJ2H%7N0N+&y+p=Um-KWEeTJ&W|5mS6cO%_#~7h-d#S&8E2ihVp;v2Ik>lj>u%*H%!^Apfon_8**Fn=jjUm97S~%^du+G9dK5Da z@spl*Q67xqP}E(62z?bH#4G|8saxz!G);d#MvDnawZAWrh_ak>;DGmB(R3v{-#3o21C)`xBSPvagMg4qYXOQi1@e2iS9l0R>syMF7^HUxKu( zr38Q3V3GaqzX3_K`eG4Wt+LOo3JMqqGkAPw8a*K{2Fkx^6QJFQRpfYgWBDBiTK~(g zUOo=kY}UVLrS5{kjxBsb|Ous?yw+|gw4V_G3w=rtl5_+!vpeU9~39Erf&Wtt}B>pYt*vdi{` zkEU{&-#qEHUx&~%;$zRUqjw91sBU?ums^&xKUx%cJ0(asOtQ)bH-Es(-B|M83+_&wWHL_!E&h* zg4i8;R_5VHQpuW89ES+vaWNtG;v!eeILJo^!S}DuQntkq6N9Up?|+L}R&7e&9QV($ zqGdy4(ULTc?7R1eMsBx>KOZ&zp#{;KmF<<+w|<;g*S>4ky^FUpkFTpzl^rdR3knoN znN@dQEatS4k%?wl&Nc1|4?HO2^K6l56q|zGUy^r=G*}&lGqfbb8Q_TW)Zy}Rna0G% zh1;Sx*?+yQsK=l0@!A*eSHrhV@WV}hxk#kWS^Ex0%A^+B>{;OM?9A16K3}EIsL%fM z_y*}D=vW1?=xopP<9Tfaz1RF**zeAj7E;;Wk6wP1DWd*e^MPr)%YIykn@JDlWx06j zp@KPmK+xL?s@eSgx0Z->?CWaySjOdP{eXRQ%&zY=5v$*`a)LG5NyY$3=aKL4JvHwyEKkZua@A3w-fg^db@a-CZ6pBNNPT zyVjLPRf3_%^whXGTKYkw)yf{Bb!)lb9$&B*IY#4L*Wq(c_!y@vBZeqZBxp$^d`2mF z?fr+yhCwdy=2&FT^pq=9=3%4sHxl-#{tyXD7X)8r-q;3QB20Qbilbod=K=*pylx{- z>QDtnlId*tjC&_VleQL*df-_!E#BpUiEHcTH?>vr#djYGXPG+rSRHPGsSC#eqz69J zYL*jKR%QzJv~yRaEXuFrC7;qgbNSHsQE8XG@R}#)=;^o>iJ>41$}26c!_}(Sk0j$H zy*rZ9cYuPHV#JMZC_slRcZBzZnwIDb)$U85oACRSk5AglxZl~RJA)-_r-9{IG^Y?{+Mn1v9X6RI6o@ys@1-5>m92%-9nnrkDKi(2}|PyBLHbv^r)^ zHD=KNSUQXF2NL7syCW{ z%VDbfq}XB3$yQg0wOnOj@CMxJFiq1%Vnjj~AZ zmTin59ho5*n00ax;lIO>a2y*E62>`wxi`JZ2wjTc2i`r?;1D72nnDCaX1YRG@g{dY zq`i_Y z`=5QTn-C4DYDXt-BDxw@9%xBeBhNwWXTaJ85JEW$Cu853I#q zjuq@|$n{X1Yp{g7J(ri`uqf%~)U~i%*b^yn=x$ZffP_YQ9K%N)4Ets>W^2V`#M5fE%}j{AS#yW}>H z8|*%8jZ0eU9k`}-+ybNY_T59y+Xvd|^k#>G@R@#usdi8Z#B1%JQ-3sT!i({-ne3)n)VBCHF$83L23(Lbi z9=_@|^c&7VDHOrxLiTn4>a*3Cf|Z*L3A=4 zM9;(;!QpD-v_!4aA3@Bx`s#@<-W0Uar4odE6N6-&Y7TsvCWR+{dY&6dSZT8;a>TZI z&>SF8R-lakK`l2qR=Wg$`&n?H@^AOu(^;#m@DuuS!+qK0nJ=_6C9T6_-}fUKs^jkn z{7e1u>v1jwQdc7+0LEbir$eJW&9E{nQz$|_ zs@;Rsi2S;}lC(U6Tj}-W(1yZm$u+zD!N_0iGB?Q}?9nwV!rPrc7FKfdC0=VjAg04vG<;x)+2r>o9YCUvFr zEA0ylP@P5;);_7e4rB&Z%M+vhxBABV1Mfc{p@WO%HOY69C!H+ZyJp9eZ033>R!dn0 zM9^m3Rxps`gBUCwWknRO?6(vjmhqq?>r4~oaqDV_hjeW4S~+)40M3<2d@^?LR6vtCqH5dC2VS}?Q#m9 zn(r`I3)Lh};t`)jyHl5>*;&Ow951`oA+x_vb&Xy*U{L_B|^*h{~9V zQgTp%1RLP-^A=z&fK!reh-|tadIG2K2Z%^}$sc4++wjA!Ik$u|E2M;?4a--^1Ijq| zOkxR~EffQuBtt&&D|NXuE)oqM6gClLmypz*J!RFL4*Pk}QqKkdv0~$%xu$G{_8jOW z?4!~`dN9A!8s%*j>($_mSE#T7W-m}wT#m7U#UUSrNDg3UzA_f9DClEY+<3b+B(bT5 z##3(72m5+AbyY!XKy{)IMF|4q?5M%+jF|%Cr5Zn45F6Aj(s02O|N3jK?y?3sER zBm85_j#(d}G=Rj$AhWbjuJe})!|)05aS3HkVR9HT0qtU=__@%Njo^V;$a!a>V(vqt zP#%171X>EYKO8OyNVK7fj`99|Dbp7}F3qns28|5FSIFQiTGf1x;*k&N4neZ6^O$|u zkVpTl7wE3GuP$Z6i#2#+_uDAFoO6_Xp5xdUO_5|i8b2rP+vz}q@ERo>?BJmN@&jpb zAawW8@A+@=lRFljRmF7eSw?0CsX+mI_g&7|Q`>#2T-nIyrUL<=YHD{TV9YCrrR4jslKXqpzZf-Yo%;P5^1q$zPSn5HVuBpm)Kfk4CrK|svdS#yyG<~ z6;gIpp??MGmdSAdo5ULkbt`9XPc6XR3CyJkEGM^4*SHoUO~~B7YJsV)p2D+M;r*1| za}+kwt&vs6Bn>gab_QC4(2>tOd>zMqp8QdMl~k_VEUCjlONRE(28Zzq z)Hkmwo9_ELFa*0;9Vg$-ufW0rFLl4ApFrKMvdhy3}3v!9r~>QLMS0@BBl+>ABWH?Rd~Zy!$9>MwI{d z(d+J<@N!#Q!g~6HIzE>#_mOOSSr)d*#^+wkqfZKe1r;_S?jx%+>6W0OUrz@7Ri<$R zN{shr;t+40jM`}9{KNvxwMH@SJF)4Lzt)c@*S8gU9MEi;Yh!rWoH~P&qC4TO(mGwV zE|g>R-Ad8+a(RRP>E8XM%9bIkINwiAoiQk?*`{r4`{v~|4oCB)69~4AlL<;my1{II zyfsrgqb^x>sm$!uJl!r8_k{)2z^EM{NkR?lRl>!8q>Y2Y&`UlE;PK9fFQeLfP5;0+WDHg0lkD@ZE2+*|$uC8Z%uQJVF-&oFq?uM6 zD$`E#CbKV`RWo@8B=hPwy?qTZPZCd@g$ZU?VC7C#Jz27UIaH?=s#+yP2BPjxulKge zN(A7^kH!qhzKiX&+`j|lQq_BP^?-J?vQ{=@ z&>Bn^b6jxt?kVUt3(|NF8M^9A3dkzS(va;h1_GR4jqM}G>M$Q3O=FlBp+JDoF`b1 zS76&tA5?5#4c43@i@p4azcEEBd~Sk`M(0qW@Fgf2Rvr@=jHa*UK+}$xz~F>xc)7+# z8T>?8;N8^L`MQjs@?^?7Hk$9MzhumaHE1$!Lt%PF5jrb{q=(L#2gQe3fpd{%goRzhRau6`Z-e zEaw#Yq6J9q>d5PiH=s^si4NZ!`r4l>f2WAMBv@-8LUu^+(%!_732K*&#m{+slhiF>IAos>v<10j($(aHgsh!N(l)iGx}{N84!JA4^rO{ zG#DzYm1A>Nw_JH%dnw71v6s`kCG>c|vB8bs_=zW;>s)2ytTBkx2mQd4^||JusEx+` zrTci7vMV!klXja{ReSuGZhX%&{F$AlQ0jpz#k^VtvUJ27bthiMx+&t8U>t>5VrvG* z%k1&K%LWUJQs9?cRs8Z9pX&|U$j)ii+sLD`%jJ8w##+^h5a+9mSu#NP#ra`=8T^>8@RPmmJJ+erhiER!E>AY>58 zXy{7X_|4U(F(7kLn37a>NZC&>|r*gO_>V-7*bF)9E3z)paW!P6m!UynBIg$#4 zYJcOw>Ic$11aJ0eqW?Zf(wNzXCYuh7wyTy@y1>4PI&E|q)E=1VRY#@ma0Z*ddckDJ z=lnQ&+8hVg^H|Urd=(OAv zaFaRkj_nm6P3&iFyBq(O%DOT*%m4Cx@YA>U`$aL0TBqtcM>wNIid**!6bx3UKf9o4o!vG3WK)f;T3<#}(goJUg|!Vfb-# z0=BKz15y@L9c~VyZ?g+c2`ith$5QXotnwe6IS%{mHem4_JI{2COSe1^C=*^ym^gsR zp(kHa_-udRMHrEtca`hi_|+AkSJc{15jmMK6nDEnskS<#!bs{%sV zcNQ+DMH~+|Rzp*sDRI-FuZHDTYNs@%ZfW<5*Iq6pE4GJ{DHzRYGdTG=yenV>G(Y zh==T`vyXOlaW@6pfP0nJ&DSF3d|?#&hD<}RW`~(i&d-Z##LqG%K(0nEjWcj-TH}~* zSHhi}l5l<-`FSjvG3g8LIId7!YshP(Aa>*VR2MB&7`RQ1a&7Z8@gTXXk3wv-Rv-uJ zSW;~1!T0Yvn-G7xVc3G+3a+?Te7~z*Z zby9&ioOEPSbk6MtRCeL*Ra-jWLZZSg5X_L1sG zZ%0?bf^U~6;Jd@|^xzgM-Lj8T<%Y6yeN7ZmP>pORgsls((%I zUg056nE?lKhb`D#C71Q(wkKQt3o`p4tjm#8!+}*JHb>`mMSlKtH-wt)AbJ94KiAlt z;*Z7YEVZcf{L8-KZeL};FJ8F4Y_1{}Oy6lS)zGa-H#Uc=%$G2l)B8816Hj+9rQzKL z=#gg?-8Gyowb@gNs_9JJm3#SB#BZvEHT{?cJgXhq(I0&%Lo*A-D&D+kNyaz+qZoKVb#rXoFz&0Cr{D_F3#qXduZekk7YlVac(@dPN+5AXxqWnt z+`tX(?zDJqZ?nWk(gpFmJL((d0xDjp0D^8T+|EEW4p_ZuQWgsIIm|Of#Qx;?-pqfg zT|5b!ibGFAef@W; zacfl1qz2|gG zddTjn-a1-< zu`506_|o9C9Ilz^!&dia>{+Suq~YhHU~~740n7$zHwjLz&>zmLStdO=1R?dMco^5D zOo%UIq?kG$^77{O_XQ@ohbLqdcSM$TQyH~SVT=^6NG{F9!oJg~Q|z|7DOZ-?NacP{ ziagvKhZI>kuca85b8sMkOlzJARX~wq8wJ@7@P0FI)~j~mi}pt_6`aRmigUU!?FhlS zfq=Egi&ldb4^zGAq`daGYI1T~^`HDRz=9u+er!PrRiO z97_SA9=Lg9y!3Tz1kC(xebH;DD23N#Nzh=rv+3a5xX4v=;n<@1kzTo#I>yKg{m002 z{@IVMv`Sl43%WmV2KyXmgMC|XEC>(3mFWu*WK8~$4G%|iqD;?}C~oG40&Y9}+5EZT z?svj{;{+s{0hvBWtjn>#Rt=v~vQREJ_4^4CoSypHAYNsM%Njgeo{sgYF1b*KCRQE_ zPfBW+5S>SQkQ7(k%&UmL>H4I5b1zId$5*6qW_b)k(`_8MT1;2_3#$1`qi||Kt~don z6fW*^T2$EKZQUhWJNG{H)C|x8=ydZdDSjmaVD21t#G9>qs#Cop>Sdz8VA_Wiz=<}% zpWNo4oSbIV;7Nl1F}rN3PShk=w*7jMN;3s%8ggp{n1sIA4pAhQIaAa0Fa?zKIrWl$ zxk&poTl6_WLL^Jd@kc%PBP6#SEYrT@AlxSj9I@zABP` zTegDqYqXNq8);5*oi1ZLm2_rM8;$K8ZN5KwOaXN=aNBb)(MRn4i29}PSy`K30oFw= z!S2+YOj_Pwc41OYz(pdTVY*^z$Rha>X( z2Q;U_d?@e%3R$Sz^m(-Jy(9-KJNZQe)I54z5&1Fh)?>fgH9Efq#IM`gN{J^#SV+uW&Nqq zc+wN8ED27jC$Qape@~Pf^=iWXn289t^}8u)l51kn+_%9xXOdOP^0lP%@U84uIX4(> z3@8-7Y$)jdbNU~Xf+XP60SjqaasOJ7+$ zxd5`o`sF{N#Bp=lq2c;Sx0+}h*cvKIWATA@6uor|Wh-htcwS!drm3mO*}bjfu+b&i z4mfpss^|?bcyP(zNf^2L<;4;{=O1S&4P0(mH= z#3#O-;i4wg99VFzOwiMl!x@%|e6DHTQCC%!G=N{-vg-3a)0%(|4ujdS22-+Oo z;UY|Iaa2uK^i9ZpxFB4QFjqwn#|4vMIDyC335oN_%7SvoFnL%d|K1D_nR5)r?5w=e zB@CIj?4SCmvkmZoJGl2=6I|aEhmhp=P$uttpml+Ed{F%kF~#>g<>_&5vcM$$2oKln z#p`rm)Y;C&8+bRz<_cZ!fqrDCK8wdlUo)@znnbU^;*U4WHDu%Xidon1Kg*i0D&aA+ zV|A^Ya5rqc?5dut1ac@B=x=-Tw5FWSj!q>?$c}zBTmG>nWW+pk_Ma7e;N;GDZN4s( z+R86GN4{5|&bMM~93gR7n$AL9GmPiPxuH2^?ck!`-kIPpZ|O4X0K4loZ)(!GyQ&y| zxI7TU1tnfii@(r{*56=YkIgs2x%U+V;KE+m*KgCofifER)2wNmFLNyg z&C)a{yCv>HFu<1qZHw-4EiSBX&|kP*8(=V#;p*W*gZtNU#`#AxsOl44QsJu40|%3@ zu6&lIDYT^{Z_|01v$IbpG=a8$KEsidAkbRFtbA^kbxOzf!)U%37ONY(3--MoYNM#w z4I2b-Rb#wB<*O4*KhZgXr2uGn?R;FUHPq@}cK}>DzpP(8!1r(=&-2XC z;kon}xm|965?*xn8wpLLYB(zmy3--Labx_aBYri{@uw|sur!^!YbEQqr3nue* zTdP;8%Y_e1U^Pd1>8R;XBJU=A8p14#zAG!0RtyY zGXu$+-yBD|^2;O%>rY4v+!2Bt5^`D%Ch^-3KasN7PCuuU+pp;teZL|8(Z`|PB2g}K zE)HGyt~VsQY^tNsTGjjkT!i z;;n@tMsu?<#>UE7BW3}PV`M(0@6shJY^vIu^tZff1g3J`Nq%71)Wl{g_ql;LAn>uXj}?t^$poY9v6T0TW{>e)anu1QgJ!fVf1%XLUhBAH~ zI)cLD5YtBJfU)?aIYzBCNLn)O3ge%g7RLAcccBtieA7*^_NLx00ytm6aDU!v!K~_r z!yzr8g(~sTzu}z!?ZTpH*RqkFhTnTLZM!D~y-OlTB5y=DUcGxt@;wJlgXh^4M`oXj zMH|G`s(O^d7K8*)TG4u>TR+dpY8Uc8>urHx1&~>KX~4>9HazJj@7UKi`uCZ(QGywB z_f)skpx$|hw(`e}nq1O-x(5^s!qtQ9#~Y!`xZPiW#tXZuqW2c)ZtGasxat{mxB$NV}#dNiK1N^FBOU-r|~8 zpDEF%}^|pW5r7|r0l8zQ%1boq`w;en3l*jD-X%fvO<^c zF^{=8RQrFwR6F?uDbE@Mi^VsY-2=_EM)3P1hLv<8hzu}T2M$nR%ujm`)D=}dj`qs( zZ}QU%n-(+WfORJAnAmO5Qo&ISde&`}cNfhyLQ5R)cRn+>=Z`@JWRBjOh5TYycZ)im zs0>=J@|Or{INi2xpUk;{?gqE^rw4bPKRjf56(30D6nKAZ_t{cI-Utqc$=# z7faxKb)woO0mgQ|9C`jxVzxc!#ofymfo_V98mcqcgjg*w3gv?VVDqsa-<(cZy!Ov| zY2szLBsf&Hv6SUm>EiEb_LFlFlYfg%p70^to&Y@dxY(L)bk*SKA>504yFC;urEhu7 z5(8trv=fl)i}e>Dci-g@9W5fbY8xU9kbd7HuHy6_L#$7fAy*-0?G>*os7pyTKSB4qgr$1?J2k?H41 zZ3ZqKfw$-))q0>dTxIo!`*gt0z{I5y`V1f~5EtLOR>Il#!kWtZ58lxC=t3$7Lf&FB zR7sR03C?&3s7N4WSYhY~)w^jfK&H-5FCp%pHQeACdiSrNVlO6YT$5Y-dDvm}(cgN6 ztfO*S31;OZ_88L=yoU>l4QB8yQvJVI^Izst!5L7hmWMmsd?%?Na~*T8X00MZScwj{ z`9N@J+Di*a7z&&u`55jJMRGY5@as}z>!8rS452C7;J=|w-YjgTm3r+F0Bl(cpVOXe zPB&>k+`QqsxzaN*6A4ZIHTRGT9_17cm7ChB7KlF#OOIR1z|e`$ykbhmPma_B2P63W zPf7mFL2afuuhm47@8tXFKapI|!Au|;*N^jmnG-n10BabYzVPo>Gs#i(r_Y&SXl|Qp zl4<1qp3=$S-wyBe8+mVt{|JCHV*tOGcQLDj2~b-wL&asiNY}Y9 z&p6v!T5g}9CCJz<;gDizO~pIAbiQ&_SGw!M++#w#^(&5kwn^20R_|-JG1au*cUCvd zb757-FfgzH(mx!;w)X(p_TKlSN*KC&evD1ExHGDwfp&Qm9AcwG?T@>U>VJ2o z%)OCIPNL{GSh(>r1P@9ig`MiMm~Gy88%&=4UoU`6xfWw@48Ye%u0*Ur>+q8?+pb#c)|(QFUy3d6 z#Jg`$=)nP`)|Ej!4K<^KR3Y5a=#k^ocm?CiQs9h&*I8+qD}8|oT%le@{(7)Oe@>~} zX|$7$X(X(oh!_46Vg8sOwE{1-nd*BJA>Qgsk9uUj)Gc~QS_b)LN_3~%M_<~-Wr4cwl(J$ijuX5$cK84L)ECIWTGFp-hgJf>kqxodb9fD`G+D-32D)Z(jpU9J23^$X^T~GE$_~-a!q9pyOBc&>Zl~Z${wXosxfNDgnVdvDe?jw-!1FdXnUpAkr5mRYu zrazOJxnQDeI#G)WvZg8|t~{K2l5eBj8kPx9&>*I|U)#FwIk6ar z?qf9NkpW*FH}Q3VXM<9q2NEK*;7DT`A(w5~;TWZgkA+XU;+P89>L zv?(!pHxt0rXYUiv6kuR3ieW-u0Vr|ImMowHo2LsyI|#sOd??YLqkI0CQ!#VCjT0Z? z$-Yfa*8Z0rl0#am_kCgFn~Ue)?g`TxLFB=Rhy-`RW;Z7OYeR%fC{(pGh4lB>*IV&V z+Qv)Fsc6X%hqWwBux*#^Kii09aIz0|OuvUcua$TpHfo>Q4?S*H@05NQmf^_-nQtfOnE8yUXG{5+4bh?-z|R^_vi92aX~% z(D=_1{N%=|{`_;_)Jov8Dtu(3H^-nSjipHMf0>xUvKm2hcx}$TA@?&t4^OY(vd${a zR7K%vt`B;Wu702^52~kWyJ(%Ftj@)Nxt{-awpdC{zzDJXM;`M3(Aw>pu|t#Zm|C0j z*Yzq}^}eEI4uKr|VR|>7|F6IWB==00=`y~Y_w5+TT6srylCp`B(|u7`Jbztrez znCn1_%)4WCtwOoH^AL~cP6)Wt(TDj}-&&dmZ!a@{gQXyXn~P1IW7e)@)W?8%U4M)? zkWtSAe2Tz$0A-HH*;XDEZO58@GcK&vVx$hbZ^7}WOw%%d&H-&H09O7UyyFN$#bk>> z_; zQYFpgzh&y#+XLn=iz?L^87}3of+kftTAM2S)b0MU`~R`~|7-02HNC+o)IWLnClCLG z;Qx2s9)3dbxPL*uS!paP{jTXJGO;czN;WPt4kV!DP6aJGl*ky3b?Y5skRQf=X*S8N zoa%Q)Ddwn~G`no%Yg>aO5Fl9`!vhtgk^HdTMnJ_2raS-ntRz#gd19sy=h6>Hg)!ia z;ju?G=Qf!-H=_NSZgJ-79>KB_cG;A0NCj;#d?E*O*5EL8xWgQ^avL86;&fSL9QNjF zbL4_QnuI0Pg-5lX6GJPv8uIt=324l%->aQj(%mw?&>hCKEAUH%i%*M|l15WvKwh^r zXVFjg?5ufBJ1zP2)dT8IE*=D=n0XmF{$+mUa;q!(nqwFge2q>P%X5b3;TLs}Iul-4 z9-ocp8+}_*!^)fTZVe8|HAW_zdiq+6>!HGEr|M2oz+In}B#hKYQ|;Ej52lyqpZ~g3W}-Ua!0Gx|+;#qnvXQ~36Cwub zmfYV+yG3;7-!2qZnN(ppDS$Thpf1rk;fEmH+dTF6HjpB)8L`=XY6ye~m7I_NpQk7dQMpEcE)(e^^>5ruzk)vlti|BQ&=*>=(Is~;8G z7_yZdvyivJkt6q+i2m}Xrx@q_LIMFap@P>tCo z21+l0Yu|`3Vnwq<>E@ zXGw0_u#o|O==SctATPeSKz9fYRB`=&#n@d3CTVo}sukMcgcBE5_2fxDgaiX_kXx)B zcI+iQkQL0ydi)L#&XfAm;E~vwOY1^bocmo(^NHULV%Wkc5V^VWV_kdX9EItLu<

ge^Cha_N;OrMXe=@YmKyr=kf+CoUTQA^h zae7>c@QVoo*?XSF9ql@w?JxqiH>w7&Rdg?+j6XExtb4*qTo1D;5}PH*A-Csq@xL3- zl=gd@{EmBZw_@p~nhXvGCCjz+iO&ZC?`^cU`Tpj2Qv{cb+b4RwF9Wn4X_7O)z) zbYE)U?qaMK%^WO`Z7x|$cj4`#>{hRz66u^Jf6*f$Lg7~T?oQ_7-c{fngyj+gV)+25 zw(X>ECeSH}VngB4UdLx*dR`bbb%nxz=HT;31Vp34PQJd#Vf{^K+_^xvID_l5%7^6h@~ok1Sp{c2)fN#5>vyTe7fV0yr8GulE^Nvlm0tAsU1kgpL1NcE?t z{z4a}Q<{T45V!+8o}@*F{=#_FG)5{{q>GsRkzB@$t6mKE&!gw>1dZYPV4hoJ^I`DO zXC_700hw%83(fYysdXZ%o4NdnQ0))u(!==-pG4tWwXS7nxZGz&Jb0(QRtg3+@2;s_ z1|jjJMLNGUM&w$XWuN2( zE!`Sj`RyhS;%9-In8)JZ#Y|XoE2gb4{XguzRa6}9(l#6jBoI6}1b26LcMt9mTnG1o z0KqM|2ZFo1dti{@E`z(f{gY?!cgtG)Ir>k(wfdmvV7hOqy6URBtE!dUbNuA=iA0!M zt&y^mve{q9xL-WAMYX=O4sz{q295d#wMVtAB+N2IBo~C~_WIJwRem4SyFngC-K5$X z@MeBZ^E@he;@6-#iIXC17Bt<;>|01_i4*}MyQ26w>#|9PuA4Ig2o>30pTy#y7hO^SurVjy>|Q9^BSTtbvWGG4>zN~#F%#AzGnYm z5_fGn$c&hTX<@Sv=apH-EmS-$w^~hGlIyDXu$cq*za@BNRkxU~c~`o?t}u09{GZ5EFw z%Mh!D*26uY^@Ft0UoAVc^KU;OTa*oKLyRG=f= z>7oWWSN+MmNbj*fKRv5>Qr2y1MS4RALX%o_E7HnY*JrJ8_0Cw7Gw?ucYr_i$ zc+)BN^YkcTQ(aEcxsR1D@#B+SuZHq>r|XorpUch0z{p<+H0CBdNY0{d#vp|Pjok|t z*#ZvL^_xr^js33lc8@>;-}ejwuh;;gM0P$Oj8IN5g3e+kf$M1iJvr8w^L=~^qbv-! zo})mW@33RHRg9SSkaTa-$!F5%<2F!v5m$l(V^mxH345`3M(8Nav-6$Qz$og$KtZ$P zx$m<2oljq;)-2rnheOY+TQR3=6cR90UOc=nndL_A!#LV*?bUg5759Xn=!u=r?fB3`L(aI^Ycaa;tB9eD?Tpn>P^_TnC1(t~hJH048_18hsZ_@PzhM z>bLU%XW{O~-_C7tBZYidCQUXcgXmaiVDt}T9;|V;vpcQ#N&~3d3yClImoBz#;KeAx z$5Liu|4+S?+c*c8R%K?-d`}T`uZ?kabb0w|nJ|{w zP<$af1KRz~A>M9J0b-n;yMyi^O!WP=YN%u8jtJ)$mxo);R_i1^Z4*$8`6tC0#F{Rt0gXCC(-Fv#^sIvz>lV;uB8JxJ>)4GX3RqP7l*d?>*wyPW%c@>XgR`Lvg8 z(ZQ0jtM&+O4cm_Jgug9ZjQ^GXn`cy$nA65jWA!KbwRZ;}ErW!mSKG-aK0?d8P>`T= zMfQXZLt2Lz`%*r?_6t(7Qh*{Xfg+u_?PpgXIuljaEJ#-Erp7qE~GTIGKMN{BdPOD2#4eC zZ9eT?KlmiF$+*yObcjoV2^5tVc6Nhv@Hl6pQ%VdMAz^1F67J6i(-ej+=-0u ze&9z@66nu1+2`vy(4|DPgxv!v>jv=wUa?Bvc1j*#coGNQQSK+fWF$Oy7NxLd!2>JI zaJ&c0A?&UCu8hy8uh=c_wtveP>xBS@xSw0>*CR%czBU6Acy6VzBp>rR$?aL-g{btS zIp)P9gWuuj3#s)>g{RxW$_YWoNYAszq6L||l?9LwS1o!+?>D+jgiHnPoEVPpZfVgw z18@_9x@IizFFt(;DREXBpsHlEXQEi$Z_@mTLQwnYZT(56 zMh(&`0j?b~BWUo8)rF4(Uh(hdqE=_ggq+{ad<>mCStMP{Cpv9mduWs8-MrLxF?;SmI|;Q}{2Hl1!Nz0y)xf5A>M~upB0}PAx}Ny<3sqk<-EWvd_)AVgukWqY z(H$i@ZAh0Nk&NfYE_kWe#|H6C>%GBNxYL$r10J6F|-)j%k94^~-0zVq;* zAbMNH7)>nG95<>BvUZPrF0A|oj*QX$_iS?Lm!sb!3tN$9C=?58h9cGEE=gHR&Iz&b z;(I`p90M|W_?x?C4<`mQ1~vmgsBT3n&<@}O`ej%XCe~^Hotm~wCk+U*B4)DzW5ZD5 znb4K~W+7^}IK^+V0^M@zT7^%lRdr2ZXtOh@^*aC?Kc?vbsgqmd1lx@$*!T=o@&4DL zT877bkdILKeFZ4cktpbwU#dXi+)SYpV5ID7$#SrqO==jmGU7zRb08Opcnefbnqhlw zQ}oUXSQ70S2>iN^bGhECg1@1$M~7CZm95{4xJzbQ(f=A&HHhhH=FD8E_!S7pcc{n* z_T*56xNed9{mq5+;wHvErxHSIWX`!tuT(qe(*-G;WCg3 z5B7Q2@YAN+U!H_Q9;k1)gZ&V_+FHD1cZhgBPcj!;*|1&R$M$xXGu1`f-$SUo!;4Nv zNaSfgjV2A}ZlIFj{nqfZ&>$dtIf#Y-!?nQYGN7Pt{;!ZtcPT&x%}Qf!6$k;ptO*>R zA40pb(EG_{LPSjZv^6giUVU>Fs8e=01f*J4Qo7JjuLAHkfrDc&&A`!8zDx-IJjfq| zbVaH)(^K!aug#P4;q79X4Ca&bU#gMA8{thmaUrc0w1uC(L5`vY1QT7@4#XtXA2Q%y zmTG1zsL4kst-h_Qd0W9`bpIsxFML_cAvzB2K%zY{T*%4ssB$9lZ46|_k>ohdPwyUP zf5#ZmBNH8<>ua;B4=t}Dr}XDkhn_$&JXn||dM`Ur*VxGv?2X%aSi`&wb1QatrTXxk zd}bPVhRPN43#Yb9*Bk&|61@}1UXVGx{;NdsPo3qh>d-P@3c<{9hl&P@E()}2b`GQ!<6g$u#hjY!J zDu`!>0`=Lg-{x~ZlFtqfudffsg$}2Zph$0VgK=feO=RNJf3UNm{HbT*FquN z`JFzxyVd0=?K`~dQf)dPZiI-cGgrdZ7xvl^#g0d2ze?(s6=ChQub#KLYY!5)6L^^s z;4F7Na#Za5837BIUB5bRO`xuVzuE+XV3QF}mC4W(N z@bZu@S1ZN2dG$b>8>A?wll)je!U`D7K1LoT)mj^}QJy~@YhaZ*%HJSlhA5)%w$dZ; z>PJsRd|K-1@2$QQHy3fZ5s@;u!x}@NdRhG&~Aj|6p(f^X~jSKu_y#$NxUp^ z8$Jf~Ch5B^^wN5Mv6nYjONApEK3X99?6?`~U^hTB>>7c-y1B;&po5Vxj81<_1H_Mm zIdkL36lK~*MBx(V5eC5TUUaoO^skmkh$xQ|V!YSFxbpnq7X5mWDu}oGd}-`G=wb(# z*&}y`Vb--NiwFgMJoxRhl2H`!2PDrAJ>9W%DmOTT{A#d_B`sc3YHx-zKJem?olc%A z_5syDC2e2tXgxjW)1y`jU+PczLW=6{`op9+v$;&4lv!;1n4aLp&@UOtS0Y=OR~d7% zP77=|Wn8GeXmQ#y1ocp_uvkIQs5grl{v%XQjWH8xfwGG3;}NU?GCdp@eT_xGtxh>?(MfgFhs7lh$P`<% zwA6A*@m@V+;KEdDYNv6|uT+wS$$;Gj&xfn&M(HsrXEEiY-LEdWF4xK`-Wm4l`AGaS zuHMkJY{g#DfN$q>{tZb0c{PD>_!H0yh5*okK|`(_7Dg|^-IO8gF+N3h)EVVc#F(I8 zXPxCFT|4D1Znhk25|iBPRVAeR25Ge*FFRzqlVKc`J-y@c_D=wnPguA;dgq+{l>^I} z0`fOqtQXB;ynT2TM<&P*oX9ykz8vNBD|Ug_n8DYL3sea(N&SwUlH)-c2v(ir7SLm7 z76e}SHe)N97VbV(x8iCRC5@2v%gFHQFFQBup4x%AZH; z78K_0r0ReM`as~X25=zR+f@Im=~^I^xY&fVr?}W`;!#6e&xSB;xmy#3<9h~acL&@5 z9A?5owjzqp#kN*fH7XmgCS&+@H#&hwkqVpf;OvbO5CwFU=+fhIqr8C!#t6y?S|S(p zGuW60tJ6Q27h1VDDsEjf9Gusiq&Y~wa-v{?F`pp8mT(sCzu?iTqM=LvU)ed9Rs0#%mXGc(Tsh zMhAJ+j%r<}4Snl~V|M+;%ZEzDFU(M6=vUJ-%O>ARcIi)(I7i}#fVShy4>ke#RfhdC zqeNSt+pGRan~UmHcQ4%-joHlSER+~`A+_ir`RB4yke`TZLC zmt$!zrlyB3O9LV@g0{7zoFg5V2|Sw9tt0Tp-7Iy_2IN_WdiJ49Fr052t9hFE zA77N(H|Q|a0Qv{`(~qt&Yn2)wLUcje<6r!yIdu2T6>}hV7*fIyvU<%NFP=dz%%ba~ zamItxc-)`y20NKUk9kg?>P$1iX*JyUlvmt0CR!z{i^_#TY%RQm{<{Y^8UL93{tqZN z2eOr->vObC!BbD5%qW8pZ`p(F;KLog>2jW*t z_FkI7I#Bk~&1$TGfp&Bupa!FWK+oHRNugcV#stLVraE58Cgh>6gM#A3l!>P5KoQWu zZ)a%+E8l7X&m2H7KDvWnpY%1%j@DR8(gSSJeQSuE%4w&wzh%(I+Cw+8uU4xQe?q^k z?@^(Tc;i(r8dIZId{+2DdTl#>V64eDq2yoz!M{SDikYQ8}4Y)nOu{L7>o%@~H@tlmyXy z;OT3I|2f>}_6@SInuv!Lg)~^ME8}=7C4=p&DW%hi!jxLc_3Tk5f(H}r+?B?>O%v+M z@AiH3q47injKfOR!)6IpOIVHLSZ_PUQ`#Mxx07ttpiqp*NI)b6ACG!+60O|huKjNd z2r|VEk6_E*zKr;2gh~Jn;~c`;!+3V8dE>3*&Q3rQeGCHrIaRLXxK;ac-Zr{jH$UYq zE#|;0mgA5pksl?H+S9R~eBImOV9@v0_{b34dJ?Yz$=J?h8T8r`E9%in0-&Ry0f$?R z^>290pqa}?);0I>0rxD4q|B9QX!Lw}E}uEvu$Gw6hlYie&K$!XQ&yQKk)%hO zszO;bU3wkIf`nWsFSsdY$|K-!iOA1ZrGvsexhuyFGqM;*KU&0hFakrb#Or|>V?D)O z$#0ZQJI6{zy}w&O)f)SR?1j|zhoJQdd>^NIkx3DBqBu!au0svd3_LN)!L3xpa4WC7 zWV6+>z~GP1Mvc7y+|I~62J|%>o6=p_Nv54wy?G}TWHGQw1FGJOJ_Mpg+o|XgGrGz6 zg*8Hw%}i}q}m!MrW3eM!CN(A`ZpbpH)BEX}qR5kNXEIo~j7(71i5joTA!e{i zX9v=zw`#z|-r5624DXfL56)=wf!(GP{lZ3QImxv0y5Uc|UFT>-DqB{uIUROLWk0CM%eC85moh7r@f>bm3MZ@K@2$BTWvub z7of}zj;Q{fcd6|~Ox@+;&Fcm3_Wb7-#U zK;WIT@-1D`wUsA5wv|3yBW@8}WzW$<%`;nN%S{4)i9HaXmFc?uohzNlv1t4CtnSh| z=<-0%BZmKnNvtcAo->ba>`~Mf!x_q^@-8dtz-b{$*ekwza!0_GY&q zWrKTfb0dEt7C-ZL@(jW@%hRVIB3D{IDk>>X{+r$n^0tikM$q5fr)6HTuzU|Uls=@( zM&3b93g8bak&b10G#h^Nwd&qz(~Fg)bCFvK-1K4^9A^6%YY0^H6G>i>V#!+DHZmkP zHd=x@ymTU(vnIOv*~hR?*t%}^;CmO(7B1JR`UZ%?v@W#y&=Gt{yt1`^rrH-5Q3vz9 zyimHEJs{mE2*?GY6Er|B zIe@{3p=8tJ+$YkkapR54Al`~!4Hagh9ow$)bvpWPi#2JJy7r;QDO(yHazs5jX;^}8Ax8aKUVW%T#D z)-m2%epjiH-d^+#HH^OrZe4&)rLs~?{0_NgOB;p1k{XbP@b!O?0gSI$tF-ZzaoYs(`dTBQm7zDC2jd&#X@YBGZLPfha~q8w9WK zw@kl-U?%U74^Z%xEwrN8Z+rH2nrL!lZwgqq9bP&fPeu}6@STcn3`{O3l;?;!SHB4+ z^}f;f+Rr~FT}3ckHljPM6zKBhy2%$_m2G*%o(5Qe@0_L==o}q91*#mMvwF_CGY+G7 zcVy-{?@zH!yGGz4$I`1r;tw_aHTq|0%d%BW{mam0vg--sFTd{gUa^*&Vufo_&+ynr zzw@Fi@IZU)J!8*aICkr9c2mO!YF7E;EUj|ivdn7w8a*Y6*N_lgWyWK|-&ZB0OhF0W z%C;Ipk}DiGEDCr7u0B)=Qqj>kK2m5DszM8$=CAFM5j z01Q!HghZe+nSx7xG%2b;Q$6uVxd!r9HWa}PFN{lpJ-p}3)tgKj5l@(mTwxT0II0Ex zWvZ<|7ptFZ*4st89O6-RPp`wz*bM%?a@ z&7+oanOwst9-a1i(b2BItdVAv7#`?Q>NPS9jbm@j=X*TA8RkY-1DUM+j#n8m_W(C%15eKj`3Q*})A{Qfn{ zr&8|FveV!3li-K_p|vG$t|e^6Ri<&`WrX=?F&w0A57Eq!Rt%2}3)A^yBv(ayzyn5^ zHk><4%k;3MfiL(*YV=v><2qYiQrEhEbah0Guvm4gMDW0~5AtklHF6j2DNwsJcD$wf z?zp}3iQ~FKa6I>cpY03J;lojqako9A#=;vnEaJrRNI@;L7$n9~@i%ipuIG3SL{G_Z zL;~B7^)RIrE0CHf1W?G?i(a_vyPL|m6DO!msk5<_9YTqhp65BO?H>yQRjbi#$;OB9 z8QdJ`oz1Cns2(|UKam3M_g*8o3rp@|lb$U3FqZhLX#>=DZbv64C*g+;O>OZ>nUDZT zct35=!7x)o{Y@h_0*Lm}U168Nu7`w+z-PA&Ur*q(&~|kB(~uv{EV@ycH{KJ+$m#9g z@1OCp$rkDzu|!tvBqL;pzm6068ftHkmkJRhe8!e30t(28iDvbre>A|*`anhB-NZCU zVBdOq9K>)mR1@Q$C=u{`oRMk~@cUoN7F~c7prN0Zqg=C{`a0@_bppTLAKpPz-X@+w zQt4^;qZ^;`k8LU2?PJcT`EjT@%BSJf9~ z;PqJ&qrkarz%x_#Z^N#01zWnR#IKjgWf4_;AN@{xC4AIYAI9AWe?0+4e>GFy_NJf-f%HX*}%$f-MT<&$_}w1u2fjg$MbWgMW63zvzjVc z9lCv%eiSInXEnB+2?<4Y%kFkPMd&n~odw#Gm|Vu(Y5V{Ku_jZ(W~{1=N+*+6;><=Yuc(F+srC=|)=7Ch4S7Vuc zr(c({9Tk0TzZ(oY(!+v`n=DRXZFp?TsN|(loJ7)UOrA@;x1Lv^8uvZitgpkCBBJ=N zNn$6*C#?M}2&c4!?p8XY?Gt=^#wAWYson+w-y%4!-S#>geZ!VPax zC&*2uoWbaI6?QndS~}*WWAGl)`Vn_)eFxJy8KLLz2X(7o5RWUNIhsve?TB7$M>{LQ zrHr=v7m#9%r53%wl8euYt+J(zx>Z+MOX~)aruR?__r4}{htW=xQl7_y;3p1rd&0m+=)3C!>-kq4&{X>2EnSFbck8I|F)@`?H+C~4DwUh4R-|v&2;f>#eA85DjNpQb zY%pR!8un{+yW8<1(-Yg<$7l6Mroo=(z1#>dvS{|a&bL-RZ(lFAr>Nz`wwhH~lh)&M zN95ntq^L}3x0yze4PFJs&Jo=HCiyJeI8;4q^2|N}FwI-S0hHAIL>MKTPbR|t5_~K3 zxox1xIVEV1omqbHPBeRZyRiTq)>v+u>awM2FlFn~%KHJ*o`j`L*5**iKtrJM%(;|o za*cowkhWV4?|x>>qR4k#=cCui3dfml5}$N05zHPmyl?Qz!xQ)U@#ffj)Y)b@D<=8XtB9KEyOI&(ex$5!_95L_nc$0j9g=y${tAAYzTz*`8FG!^C<@Z)|ctY z{DyOz@26X{i|^dE_UAc^Z$dGyo^B(6tnP**NPpr5%6?>^&$5Fc^u}YT>p8ChG{32C zqxDP)!fLlR>W_xL4)pDNPP@fV%D;Qp!ir3Jz(t=<+r&bUE!M?~%d&?JSUGeKroO?y zzIc;WmMh0BOwJ!?AAFcr_T-u6C}KoW04OG*kIrT_-H;%b->BRAB6vD3w%u{Jk24_; zxBY6t8R$F;f0(_Q_m<0Y7+b3>JKWyh&J3^(f_zmeLg`*FSu;p37xl+bDz)a8ghJfuveWJzgJjsXp}e zv4ybwRyqu3GtCg< zm|V)sDQ%C2C7c`6urSi@K5{*Hn+tni{#3uUcN@QC`VVdYPb3nSBN2|P&DZ;dK|7d= zEwDI<9GVl$Ha-*djsyMGbto;m$|^uyYdt|eV``(^*%nA@>$@=kT)lMg918v$Tp+%O z0Gj-ZO$sZ;p7XDSXc83`D6Zq?l8HoEMbCj+aNmBF5{=t18~5(ekCp}!4Cd^ot(nJ$ z5MM{JznODv9!vsELf(Q!gIcigX#`=17FQ(EkG2KbzRzFtZTfMi6!gFT_BFA0{YHO$DzS?OjoUoUfb059 zIb+yG%~dU#kVA9i7DjPU;ROvUa$})U|Mt-B_{I8{`Cu^c?{M*Z^c!+gM)KGun6alZ zGHl_oj5j%~!v|U)lH&A6koTO<>=v&kPA3iW)6@Ci>=AVb#X2GMfH&2|mM6 zJ5kPT%a(((R&L|aZS`MO#MdK3Q=-fEwE+W;VPv*m8X1BCY@`X+E#{#t_dhASRTB{Y zd)I@E2IT**7r?)SK)41CV%2Ol>4PuuYwF=~9MDZ2C7G;iNai>O!r5BVy{5m2y=aj_ z7aoS&9}@JxM9~2XFe+4CIYV|xgd{k99d+G$?mzpJAqk}dgZ3 z&VQANh?i}-f=}YevZemy{7Hpf8H<~SQ=c&YUu*Q=H{_g9;Td7RzN&2Q9)hjuGCgmDS zqHA(As~Xm+Pv+FVJQcI>BDje*X1rKjrQQ|2j$@@@2p1uH@P9spJa!$1e}TID^4C#5 zDwO_IkEm%RCKZmjuF1C?afHO^pS$B+3$eR9cPP35$tGUWBCEqpQpIJmf6<5kzL9ojh4 z&yA$NmkWtflK|I2AsdK~3q9=Qir+W(fR?+K6%BX4(P5Ly~|kTtto2IezG^M@weT3z z(E?aY_hRu{XvVzRBK&V4{6Bpr=Z9!AJTOd^J+R=VLH8mw*sSf>H-29A=>GkCWxlNb zg0mApE+iU9S)~@U>eiOreulq!5EPWsj?C9K)(9GLqs>KcLG-kSUOFdNjf{@gdHjf} zbCglm#qcRK7X3uEutMv@d~$j*M{o`t^2z^p4TO8p&wh!)XKR`>_ruLMG%V89q}fu_ zyA8Ogxx2_ItzSVKQ%Qchh8auYGt>qQ|46IieEhjC_`e4i3z5vwIIoXixer{lA3)UI7BhqJ~-1 zW6Ohdrz>xNp9`^=P$0)}ETA??xU0Dfx6o1rji$7&I`muFEDj#dMj;e%dM0K4%{E2| z6F1k4EEnKG>DS8H=49?_J3l~uhFFK&UHNK4w=y61;jVDl zsekHL*_hio`BEQ;5-g^wwb-w?`0bS*AD0X z+hqUHhL|c_tRwll0vM;j9UyZ4K2{lX=Gg9F0~ql!a)0pzVpqvORYQVRh5FW8CtBE> z!6E-#lUNKGMqJJg(}tXJQS-_YyKl}C_#`a|Hb#wMO1`dFBaec*4P|W&fC=CxDm69U zl3=VcNL+nyu_Z4yMEI@LO6{+@uZ`u5SuYy;U?ZG=bCiGKt|Q@G#j~;1iy3g~L)c{= zHDY}g_zGqWhi)viD=cN3N1?3|aFQ2Z~c!VXgzoCi=bh;wv!rSq4!u7P@ z9rQ6sl;nISsr(_?&<@wx$&Krgjbwm;4OM_07K$MjO)Dsf@x<3l>39Crd3{So6H#Bl z+xPvCM7BpND#o3>RhCDobXZDjlNh)bc>fj%$e|0h6DJ3tK+^`gfzhou@{)W!e2U7^ zi>-t&DLt`_Ti=(Bw*PKrIv;zKl~dev8|t5uNe&+nKsIOyC347zo#7tcboS(YkZ?HV zok^L*U`Wxi*tT5()ocHFKYTxaQmiJ9IBf*;K`Qz%X6V7dadn}oVt1Bj6!=1*X*e>wJL2xdhrXAoORksP1fI${8$=DWzAJ<$<(X7%QJJ(&?pFI z85=Lr6i1YYh8H#(iY4*=hJ=434E-fo`yXz*H1i)P{pc$*9{|qMEqeC=g8It|5WBX1 zG(8-y7Cm_Xn{KlsEc&a||49)&jBTNNv@y>0aMcH*DutVyV(eev;B9S46$UV*OJBF8 z5nybuEC67elw}sIkCtB0s9b#SpvO>=QBa5keYB=_{b~L&6LQu+jKs$^g)7A0E+Se3 zF~X8=Om<~@#c|B=^RDU1MNu_(@40o_i-i0~{(mplUq)XV6*}-8(y*`wmXQGNwI`3w zo^#bf*&{bHyegx4;9pAnV*{>lNC*j=#gsJQ8?obTe*C3Nj;j;6WHP)~RThm-@f5kz zi+;>;FNU^X^!>lZ`L8fZ5OHj3>ODr?Xa_CZ{CJW^X4T$N*>V%bKVEJJeSP})eep@_ zL6Xua-)gOz!7?dJi-t<%79nY{3hZ)$eaSD@q-cOY{LVl=eeS!s>nuvzF4g=m7A%MWLxwvI~m&pWAfz(24#0H)u({k z4@9j!vvugi(hv!TKq6eaV|2x^#|vq2n3k=VeT&o7&A!IECVq0H?s4X(;xKxbKoSMX zUJp0LwlV7e894}BVJCxv%h(m`^TE=dhu;hmN-N+IHyf-eld2Yack=oz`*+n%M&1}e z?jIvagPGSC;HdQONp8{X6x!BFLYtxJN9R^Q$?w9o>&Mj)i!tsm?pd1k#!p&nS0`{< za)P@eVln22Ib*ZdC0*vxH-_P#Z>U$Us{6WGH;YC5{BI&H{1y#|-@}nAG#Q=5WVONd za8}}Qwj99#axP`?jNERHJf6;VDnout4l`C;P4HI5W#TI=LK25E77o&1J1PAAkF)Xx zn_j)f2FB?mSbGQHN2geMG#ozV?C54~)lUD$O{8M>P1(%W~biC@?K~q#Ch- z&e5I!ywZ%#ZHAxN_n!dp*AlUl2jt5o54X(gbA&m+Jl&u6uC;4LrQH=0{Uyl(Niq<7 zH_}!iqhG>S;qio=VwrWwBwmL}bp?9R0rco8P1!}q?}aRXzZqRekssYtP9}vNsYjWk zPaT%|dH@|`{2w-F11`liw1m<4AQmz3A1sob^pEO#sH<`-L2_#RO6?B=>3?-`VHJjK zX=!AvQrB89D=?9R)$E;Y5Jo4tcXCmbYMLY{h=_6$eN+9tWmWIx;QafS(AbSZ_|41nS(MFSMmT;;__8{+s^M{Bh=n^$z+N zEk(NXx)@tmv_@wUdY}uFH%zqvxdNmVa?N)V@`EA`uFGnxJahUl5^syV{eIWQb21V( zQh(WGIHZ1tubk0D8<#fg%bw8GxKS%)%N_rY=riQ#hk=0s zQ^slG!U>(jD2k9_q;&(2il`*~RlmxuFQS<&nh$)B5aG=rK-@E<;=-!_EKg#~i}18g z;PAdWP87UxHoGv$gUCcWj7F5Tc>70k5$}+k#kcEqDvI!vn}Dhp*g8vj`kl zp-|R_eW!)D&N)XgbVoS65AiPxhbtPn`~Ner@`L3MOF=A&tkr-SYd@++=CgbDW5@H# z<;bOd9m5)hccsV2o*x7%HMztC1lBXG(Sp@t;4&P~#+m^`8ZlGS)zI#@%?CL`<%Tcl zI>tfG^;@I<#-?5$$m}R9d<`2jEPECk*f?#nOFPo1NT_Zv<0a*NjMUG!uytAAC;b&V zK9KuibatE>c~mxKJ0ge~4|M6Rt;1&*w&k!rMn@AO?{ef&Tl{PiFacL8Q;q(1U`YG> z+~#vTy3&R|TrI-xjdjnW!@fy2-2Nj8@d=+(lgVp$B?{qc6QBZvE!~W#)6(_^kd|m8 zdN%!5(ngRkS8M|0umP7HZ--vNq6R09e@N^E` zmlp;51kjG{;t)SMtFZ~8B<^QdYO@B5<+G2do9F(EuP_8dT!kbjiuk%u_sIf&uFZ`0 z61~J~AJU?YwDq}M8#D7{4-e80h87;gRklxD)ijYUb%KIb**ROjO)kCUS^P!-F4f)b zte_Ds+gQQmh0kT9`uFfm1}nf2|~vLaFr0U-sIn?&4N*YQNH zEyFOFWgDw4u2BSLr9%6LQP06zG8g}^E9hM*{izJRpR+4(Sd-~1)1#|FUL0xKi^6z3Tt|t^U%_y2bnocyBvy* zG%Rg4K@!O6{=-T#Lg1*_`#8ORtNlS>6;=b!R2d+orm>RWMN>}q9N}_F#8;5)S`EG; z4TDhQ6MG-3eC_s}EL^uSO(9;n=$j05;Z&W(2wX;eFqM&| zI|B8dM!)9~ju1@=@P4R1MW#IsUk(xc0a|G&=mvYxfs0oNdQN5VVR)6cxI3V&R!HpJ z5UZgce$&YB1KLS#xN?7TC6m_!ev?#Zqnf`OrbOKYhcDIGFIQh5p`Vc>5sMiKSy^th zWjaa{zFVKG1Tg))jR=s>@35>8@n>TR@IP!kqP5dlKA22# z6ixhW)C8$!Vp`PAaU&JusC<5isR6qLQbW9VcBDc0!*F@_(UT#_C`8$e_#e-oPAM|$ zW!MRCEjQ9QnsY9W8XC+RW)wzv%gp@TmS!vpzs&h)jp~IkewWh(rGw!z&OOSt_sOQ0?jJ+@s2D$Y!S#ROiCFzlh9=v;!*EIhVj7AHwK0XjUFbZ z1T+!7UUfx`{a$cY5si4@m5Yn}NT8XtZtXPk(5=w2GS>t%rB<_m`-1M$8&h=i&_oUH z?5?%N^orw04QTAjRc$(mn?-ml!If~&G#D`AU zOX4x^f7-Xv`Lgk`Q+c)oc1lQ!Q)n=x(V%DtGNUJ(flm->AWd?)Ou|EoIvhZp3LC&G zhoezYG*J^&F%q`AY_;)as+5#qfSP6KOQWC#7-qp%%v53Qgi^so)VLJ~7x^t00xr56 zfe_At7~E6bMl>HXkXcFp9QD%zCbwbqJLP8SQfh3dpYor2{EFH>`&74mmUj{z>e7R- z1RWfR@-ZBJrPKj<>0N0ZULmUFrS1^#*?M#b!%9$aKCtOwL&)~_-T*#@V@X{eYB*QU z<=AIPvFaK;UB6O}g>Y#5ek2JSWAAORClOQI=37j9l?FLYKgSZYpbAMpV(W0|p~hnp zjog%rC?@QB*BHo`4>`_H#WM!-P<4QXP2Bh3@AWvZBWb~2y=A%;$Bhe@YpQOO%H2I* z!J27p(1^K4+G$x74s;_)_2i8I#McQ`I7i2E2)t?|f3$Riu2DFD`k@z>ID{a!@NHS~&hw-9mZG%6me zhT8Z1{Q%`lL{^p4GlAvP&Amir=QsAO1&dD}8;^nSlONkD4m*xac#O9C902=|If!b{ z+i+{fS@BpC?}p!MxpeIEIEDQ2sy-(B8*sbyG<#U^j92uHQaaBr!zdF8cPas32Ywm^ zIpmhQOzAb7Y+MCB#x5;qq(Fi@!k92v$iFaily!3ocf&k2Y~slJ#jV(J?e+R`!^*-_ z($*GcCxZjjLpdv&sk5T3s$h=QzCC>`zMN5crN_;_-WDW*LGr%&KcLvB|u-S3z)v7L6JLLXs-T1xAtU{g_-YI=4R8 zt%LZwOY}-3!d6pC<=3oG8eh-dyijd?Iz=v-`#Du`art%E$m8REZ`Mja?t_g7RYx`8 zWUm)3JF2zu>Ka86N$Up3#$ivCrdg@i?(QOJ~5U3R9*W7~DeZ6RgtrYM$oER~58l!k5 zT4L-LaB|)_J6F>jPk-=g17jekP9T`Q!V3G;IsJ}b8@LqX`U@lNp<%@wgvKUnD+dnG zb=n->Z>%hIG+*{zp=ZB2LHFs!cswiVM4S|ln|N!|H3YwOc47$K2>et8SB^MNnSB>* zj11wKc-dX#bwy)L))6eMd|k4&3}x(7#EvcdyaV4|L823~fgb>$ydX)7fd~bOoEi)H zE23L1P+UBcg#m8lgxW1(dO;JLAaQ)vo0{)-=|4T}jc2y_-{zk=q1H(DM)nrt;;Dv= zTIgVbM9=IcMh>WJxQM{JqIuYLC=rN{vD6HF^n!W->8d4f0te`KWB~(Yki)$5`GU_N zi1A)TaA-%vL3@BkjE$+`%j_kS&G<+=GpkhCVt=rK5@>uHch?5VMUB*Mvp+y{S9%i_ z&ZIccec#)PY^8NUX7+xmCS*xxA$GMl+m~(>tFkN`h~L*gpsi81pd8B5@QQFcOBcu4 zK`;#R?oZ5QOxjrK{KR^3K=M3Z9G7TiY@CC5tL>rxwLGQT%hh}~t}LfWdifn)OzAoX z;hm&QBZu!vEyC=R99#KgCm;C2J^%HK{*lw8REog??Uj+I=Xxl-(8Ix==6F#J2F7xh zRozGn6lR%}2=_|eG2aZ&UvYe5G&l@Ig0<0!ez-Q%5MrTZ?%J%8^MN1_B(}_vTM=*2 z(DSAE5Zz^L5ljZk_@O42Qb&nVU(+S?&6RqQhF*mCKI1g=0AaFmLieyUhf`-By_VqX zwS6uXacFKq<*(#iO6ltMA zMJ1TC9mXD-?i4qQS7^8M)D4)Im1r(TgNPr7+RB-$>z2 z#@_}O#}AmX{&7#pL4P#PPIJ)T>5lzcrMyl+fW=*_1HKtIMK-P7t29+`|8=`et8}Cs zsIjs~2UvKifgp`?apdozf8@v7n~s(Uc>v+Yd;>Q}(7DVOHT@Ir;jj-RQC>R#Wp%6a~Xg%)!C52HvG$p?N%NS=F+gv2y3k z-BnOi1HWT3{tz5&OIUqE5|*_qj2}uLcs@=i>S+qv?2^q)cjFkAg^*yQeXE(nR1Rcz z*4hcX;ne?|dt^r>%gbH7u4_+!pq)WzmJ&UN40T?60m8KNj5hypo+V=T|Et-BM3J$X ztYj4?ICxPJ8c@v6van(td3CH=gP2mz`J9{vUk~atp;SIm_O6n)`ax`21ZZ`N!TC*p z!B(JtPt7{9nUQY6$!lXtgm&Q5Zf?c>#4xd2S4{fChJ$|BeYN|1;w?ZI0`p!3yphrl z*x))R-y2Iw1(=CBr=`z%>z83_GE87(g=G zWnUmr-Oa)WQxYfDmEkZFo&;j91GrxCZQibR)8lN*X+Prsl)h&`?Os{*XRC?NGsZ_D2W- z9N_gaSQq&y%6eE0^b}I~q!?Iwv&#%=I8f;TES%@#Fn-)M@rvuzHbBi%WTq?*D(Uvh zo^?W;3|-lM-b<8vjL7x{JmCF);1ntPh)npZ)Ggf-#VQJV!_=bNbvuTZ?O<&mrFV^ZMS5KQ@Ql~Bqv zTRVS+C~xlQ3YdU?nniz^GB4O073r*Ft+P_XEKZ9J?k&xLnwh(I@CPGFlMjU~cIw}g zx(u&LOgY$Ee?GU6K^l+Fb>pT~!F#5*T_WUzUI>G&sSksVw)A1OdgYTyNXZ@vKhk0( zDA!myVnN?uZDv{D%26G;bP&PJ*#kIR4K>2OJ5(1kDDc(()Eu`-`PSO{a#lza*^i{i z$*OajKyusB)1RIix>E2+vK){*n8XlTROIToJ@RaB)4#YIizS?z zCi?h&GsN9IL~zB7FIqTx%E|FqgK*J&OzKT`{bJCh=#0t=(f9n}H$JuUn_7>IXM?%o zXGEi*htG{*aeDF%G7YuEhCH1nuktq_v!Tvt4(HLTV9vgaud4#Z=vKnu{DIm&3`@Ir z)vJwsvObP2y(girX6rvBPUsFfPSgZ)%><#@`NE|G@-Id=qM{?~1UjUGwkDcj{5;KGygwNz5xp=QDob%;#4@nyj|xoj z$ko^-Cncum^u#vrgx3l+3u)KIg?`1nHyWRqVU=%v89?IwnzQn}v*CG*^d?Vrc)6SZ zhz+`C+Yfio?>js`|-Qd3z ze3#L_ALIJ|>b)`xlgSq$G9mG18>zdEt)YJ*AF?-0@3>Rx4_8UYm^D4fQ?Madzt$Dc zJq_bIPc6%77acrN#ny6>7F}gg0hBqNTZuA~_b`Eb&0kas#r>SlxBmF zPVgF~MAD>iZmy)O=;H%zJLr7j6)xfLSA;bV2ENpbrUTC`8Ad-V#-P);2k6DrM#jcx zOflariI1m+Hm?unhs2hB=A5froYpegIb-m=Pm(D|q&pM+Fve(p{PKD}?$wZ9PzLaw z5pa|J*Qnq@{*KK7loeeb-o|*)?nt_2dcM`^fGp|{_zVU$8J390MrfN5Z&;yW783m$ zcMD4?!XVB{u8^>o9;M|tFNN5*JsLhF5b#&QM5$y`RTNP&AJ=xNx+_dI;pM?$r1WMC zWms>cD(aor695I}+JAF|ihQQ%r@h;NFIo!aY0#?HQPFk|Q;XL6`YQwkBl__ga_>c} zC`-`}8=E5P`q{hB3+Du8bRQ7l1R-rqTfs9&F@h%z#Rj-4i$Amvs3*nMoXu}wc#+sR z;{=L4d+-!tgPTeVUXCu+aD?gQTS$*p8&sM-@{EZ1UzQpxo1WJZ@~vIZT_p-o%2`Wo zd^^f-bfv!^pE8`s+WRd6q0cB&16AGZRhkR%>e~5-=n*oBd7OG%vZ?S<4zOj|^v==p zdVE}Ls}TvO<3apU5Qmk6?DY%SDnFn`qT=bskMzBi zi3X9AE(ZTIOtg!POy7_+DUbAIoXj-*wCIw@UBqaCms5U4Qgdg-=yonAQE7T|JW;S~ zrRK7|RzcN$DAr^1zOO-!ag(kRikALU^J&&u`0jd-YZigg-fF{OxBpsXe9o8qI$@JY z8FnEGaSP95HNy0;lIxr1IqS$!qr9rsEN5;gkk$M0^eUP_d67|zjg z?H#6mw971bU||uisG?j^&w~_%ulqxh{`~n9d1ft306&n|m*^_V2OIN;58dx*K?NJ` z*Ts(MWcqSIsvg20MsZQ_MKr(QBd;5l_YSXN%1XqBQ8Q1(0hxQ=s*YU6L_}>m=@k|_TH=`GEDa{Zhjt2A zuDwk)#1(u7xKK&UKBf2u{PwyCilDSf{mN3yWf%zUxx&GskQCkDMNM4vx4HmQMzjdZ3K5Cr8JgdZ9vMD9LVu5N z<6!cPA(^l|RMSf&`%|-wPe_q_n6xx`C}qcl5>aS}HmapKy?iy;v=K*1mR+-YM~zq~ zhtAQGk0Y366au-W8JSLlo%C*~fA1)nIczAZdqzZ0m1Pj=LC>~a2nB`HvDi9@6tGqF z2`EC&bb9Z^1?n{_Kq6hC6{zC>z}W~fAV+@!RitJASc$k?dwP>KfmZUNPf(#iqzuiAZK1m zdME&T-yNu1!nAtXJ_~W1EIYFvc0Qsp0U;g_?h5EF1mSWr>tDaQ#xlHXiJ0(Zme&26 zKN!aH&BQH9*AMc2kj^CS*T#@2AR zY3IRuQ>0CN-vP_3D_WiOTd~`eI0{J&aLZ)b-XIc#h~IFb(Y#vA4{vq~TNOCsD4XR( zdz(I9zD#V6fZY=brC^xxRZT-Uw>rYb1%8y7b|n24MOZE`RK-?$?~;V_3alOWWO);fM=oQuofB5$h@iZ zI^NEU4N9fefTrr;v-E;%m(P#5XkfFSK7&fa~pr7+}`mHI8%%WyJg2ZDPnjktbtZL%G^`XP#uC! zzT_URuRr^+e-{e~1<-Q;D9i&dZ&+Y%%Kn1;AnHHU4rP-$QR?#rw@?Jg@ ztGb>xa-B+E&Zf1Td+5+9H4Z_?nC&Yjcwrfweb{x-m8`1*t5F^w{VTd)i*S<+yG>^6svZ60{xsk0L_0qE4W#N8O zds(E?Z)PzQ0-kG4zcSBzeyN`{{6#5u7WnoTS#GQxKk_Fxd34QIAY+At7R2nli%E)Y zs8^#X7YQatQaB4YtG8YC@y|8|^khjH^?%T$00`RmW@^z&>p9tSZ=v!aLvJx91<(2O z#hCG{8VJ7n&3J3ew}Y(kgsr<%Lxa5u`ztOAhIR|X?p`B`2N4Bjo*(`*>E#YY0t#2~ zaDtpkb+n+9SHq7UHJ8oK9N5M@7}wv?v=3noMDSYCbm@L)5M)@^(v1$eSdDkYo)ix& zo)cYCU~DA^;jsIfm$*7Ln1JPJxHSL45qI4*PxRxXdDH6ix(_#R*?a}b28YdkU$XJf zp#f1Or-{i{FxRg`1M`h^KV$sks*&;`tIpO1m66R`&oeNZqp*aWullg4(*^u^6$8u4O7J>C)DB~~&^W$HYHE{r7@rB^D)&tI^W~x8o+Z-B0Cr!3{Doc@!oAwUjK?Ve?3=SX?#bKi2^2KJA4Z z@y#3td}d1B<+;m#eip>V7#~%e*k$JBz7#1pb4}%BtSZ0~QgqbSV)4&Htz}tkeh)U& zFI7lCLMoa41M+JxqMi0k-C{NZQ=r;G7`+;Sl>Ag^5k0r(ks(CUyCja_WXxvLf z-g-Tgd8X0~n;b2>+?`sS5LH366Qc)AXW&scnd;~bw`W*X;*yk1cabJ0A~#{;Lnahh zy#ueVOEu;ivaFjU@1~sf%)mOdRzi0{$(83t^NN?|A&Qg67Re*Q3dQAjsjSU!iGLf% z@Gemv_B#74E<>f5yf~*KANhA#b$1gXKKf6u z96LI7Z(yqoIJHRbZ9k(J?34jvh97H28zIm10}jd^zP~~jX<@K&)E8WOx)9O69N2bBq-`y9t&RB{h!$a;<%f>weSGbr5|i&whtBpF;7$%kiE^Yx zUmVnbXxTrWrmsIv^%lchEmMBDneT>8=+8>W4}Ss=BeQ)8_%$t20>+PLQ~pe)v6`-c z&FbUAx~0%jjPa}pBs4m#WvW%DE!{I5I!Z^6Yqb%5IljHS|jgPB<5|c~CxeV?|=@i|+eCC`w;VQVB z+1l8P8~FI@OQ@exPZDcFdj!PScC17)_6b@H8##LN8(vL|s)~0Qj>C}33B41rd9L!4VWtVdgEmx{%QS4vDz307ufFdSL}Xe4)A&Ih`|I1peS}yd4p^vSg2~L zIAFYT4{1u^b52(sy`n3lEd@z!`_Dkde3eiSnSa(5fHP!PQW9>Y~N2+iAQ|I|_DZT!Fvw zu&n*EjqMfA4CAZs{fV*KmhVxnS{WB$d+HzYhivVbb8pCx>r9!>E^v)#x9C}AgeL3Z zH9zeQk55q?#4!i8KH>41eIRwzk@hegSvFZMWyfEu7w?Mta5F*Sq$eV!DA`YB>-uUR zsjWzkh^g-5BN_YYW06r#OG<=1P7>0o|MJpOaT~7myvPO+%X3L06GRx`?67g3zdTAQ zQ=hWU{}VF&+6nv6``n`;N+)FVYms}#9+VaI@Sxag>K;E4Aep3Tkd9+08GQ{>-NnFw zB+RiXHR^^kQlA3be6EDpAybaEMXrIrE!vQu=KJu*S}Kl?v+LI3b2clDb_36bI6iw! zU=rOB|DYHA+$qbYf%0}+N2JnmT}-#hcdX@`-)y0U$L?TNfXWpE_P@0gzBAH5&X~{W zvy-CWz?R4iohnII2WFIo(bQW0?_>R{*}P2`7<-wc8M{!0WH98spw8>4&sRL=&o&$F z^R9g|gKQ7Hr6CYy`_&7uz)vf$upLDcH22jzCjOpZLU-Bz;84?G_xmXZDpiF-O%!6e zG?t4B@co9G69f4HpS{52X{xn#ulmYIWw;}1>Q~_)c4i+-aI48)cH?x_O5Jw924@48 zzmk5OmMqVG`ANOns0QR`$eiJ&=*4ct`K__SgogJde*xUVc=y-=W4+F$Rq**$zi2^Z zCWN?r3;f9j!k{NQ1HFkVdd*6Mu24*Im6!Qgci9BF!hc{Eygyj~5NO+5!>Ahyd=FJm zWs&t(O`F?kCbsQA{^u8ej6tPHI9OOrC{R@kRN&q9H|mVc@?!zH%g`MbSdcI{q_mV-fg*F$p&JY zki(D>M~mvfRj;IG&8oH{KTQR<3?U0P%KV;w1j*v@q9>c}qh}il(8N@l)oX5L;k4Xc zjst4>+FK0WPnQVoJLl=U+h+JAz@@}Mq_kh!RYl|HC5nzwNX^y~%^@S;iX)~PrI5YX zvaC+r!1Tnv%fJI()2=%AmryOli(WV7 zWm96swuX&AjaEzR~E=rkEZkH@55!PbjYG8NRCiktvPounhY?H?fah;LLm z2UN59w4GCqaCkOh8I$QBy6moYumnBy|A243KeN6@q2GRPZ0*KZ?;TvXe+b{j;#)Eq z+kC-nh=JUI`H(Jx$97rA*Rp-^4Lgj9%ABxd=AI2qMZYfP5g*qhpCN{HsEe)whKZyH zXCJ@1-s}(>QmjRiuy7a40T`Mcrq`5xjuX$9RDWu2aKp(8xaP^cIox~TMb+}Q_r0mQ z_tl8t6l4P{J~nv!^Ha_`fxbuRS>yrvylVnw7>7gD!Fo$&Z)0x|7}iP8=>l@Y z&&u+=t43c4_cb9Efgbqd_JV>v7r!*8`+l}#UGZj`fc=bp zim#VyW_HG&!r*bMszaExsJkUH?Udx^O{PTKudb+;(!cMC2-KY2-Bw=Rovv=N<9F@N z+@hK`(vp~L%Z+$X9Ul|4x*xnot!>{kXI04AlkGVXQ(2rJrC+SvWs|X+hYnUlx}M{? zZGXRsM(yCp?1baU@Z{wTsc$Id3}jo57)GVPdj9?fv0RGnp5B)47I9Acjp{!h#!pA^ zU{T6@mbnH~W( z;LjZqYUB*!VjqkWVoYJYKOS|=fE0Z5uiD4j%xK*OrQdfGK~y$;pM|xng^1Om_PG%`oQ4@S@5_dtF!u*@Nh|D!$#rv;p zAp||xxiz;9jgiQg;Ly28c?ax-%idTfV;*qBwh_dXOt2$Wmy2{w$(I{4w?1{_Ovy(x z5Mj1R3orcnW;e4IBDd%;rx{9l;kHkV_F$U(0GK`IHTza|NRIW6DS1S!G2g6j^>o&8UOTS>MHKB;_YzQxL zK9!HVwugQU>(*61w!_6$cX{uWgWI1kX(exN+dqxbR_F1u*wb~aC5ve#{~S3=$rQ(T z&u_T6qXl*v>n+}{6mC8+6iYsx^{7p%Kw_K$e-oAM{#zb%!MYoJpp$3US(oAZ5+hB} zLtpoyoWv92|LnpO93oV%Lk`=3CHtjjvw=vR-8RCiN4%5Jg2=KzNC;~bX}|pPj+f1Pc8+V?GgUp2Y5guL^~44LT)>h1R|dD9Jl3PQgIcvM>- zA$VAs57k{ERc(caNSRU4<2q1g!&$2kc2rsm@3Z&>8%{ja7v<%#@;1o@JBAJjSSPkv zo{%u&yQZi3@d^~Zx9s_B$FsJWI{B@b@8X^f>$~|sr$_U8^-1&b>bH>CYQuFd-bc;= z`^u04xO}sqk8j5hJTg7ulCy1L>1ztt`q~WL^JO|+GNEyb`^M^(jgoAT)flVWBy<{4 zZpmTT`2C*+Q;Vj*Dao>dyBL`WP|MSxFwP}MhJ{VBsvHV}YDo}r3nber%zJkGC(~6b zEN>dCPAnX=S6-I`5G~2j{<1)y6ShA~0!+8v_Dy{_5ljM@vgEXoylebe6i%H4*{K93Gn+UvZ!-aSb=aW}EY29FeHXHRuyS32p zAfrW@#4T(thuyKKC0lH}<7@rdljoRQQJv^|vp(?q@=4wGt@9NUU8mS2y6t^S_K@W; zLbZvUE~sVa7m#?U<8(VuG~cm!?||)lqx4OWf8cI^EN9*;+2a~U-moP`3k+Yi7AODr zrSKem%ty7L%4rd>6hv(19md1#Sf5iDTiXCxrf_Ad+~E6r`D4{f`x?48*|3!2-W?q1 zOq~zFTvYYWVZ*n-M_81PtFGhs2of{!qw&KIwaj2BuNa?wa{~u8@Y*B*c)mC-V<$es z_QgoqIY*Uoi>M2?ng@+kVNg+Ba%-6(s`v2W{XX?X0)eFW=Ff9r3u}!@mOOUf z`7ZIYBW!>iHnH7BfYWz=0ihMypz3~HwTUUws-j@<*EZl&&h2H|fs%>Ei95L%ogb8K zsAi`#gNYPp3W6CFyP>^39|woWmTAfIisG9oeYoW;1|M;wn*9^kW`KFHkegeo@p7Q=(j zk@Dkk=Rx|m7mu)%@*mKM2sKx_NCoFmLE`VWn+Z{S^g>Ad~{d5VeC`>;g&G>-8Szq znr&Us9y{)CmkNSy-cKKv%Tx4nBMBEs(a6?Oqcw*eVCCJ*#*=mBd9?NPgxVS%XWf>V zeqHGSLgr$tBNO*g-QF*Y$r-gvm6tZ_w(BHkRY{TA_jEJqq*sknqM#L1pw7yxk&(H= z4&Yt1K>O+rHo_xjw`H|4PqN#Ygz0pY^LD=_O;MlSo5>?MBN^va;>*&412a9p5reMo z3+Lawv*sDklI!CYAa1(iQ^AKL`)PX22=z3Mi@1bU(|6y-wW(2s(4N(A;HKpzb`I}y z+Btsr5`7NT&$^m+<3*zcfQE!A_4(`MS9!m zy?6CUS9}j9Q$Sz2O#)IL-wi~?J2@-5^l&POd)pa=DZj;XDX+ySX7nxNOUVY5-dzN? z>854vl{1h3-z)(0hF?XM?N2FJ>2=%lDS`kWw;ThKdFQ_8-MCTHL*vmctq0xlz85R0 zjBrlvm$%XB>f<03nXCANzTnqc!|BfV#*&)sZ^JOBeLG(7H>SAAA(=25*ygPETKCQc zgXGsu7hxFxwcJB9H>MSEnQ#161`~CydW>)|Ku~4^>UVse9WVY|`o6nT2+DZu_A1w#kS|V z?BS0w<3%%=ih}gtVp(ul4NQg{ZN=-4gkC%Jzy;%ekjU}tS+~L?)rc7sfyCN$P|ZUL3*_kWe4TwDAbz; z%&EDYy>bvWaJJ7-_AkpNNVk5nf5yXrbg&DPt9UaAb2grX_bXWC)_8^eyt>~$EiEN$ z`D7pyp3HE5S;FPxZI6FT9(!poKxXPREXD5+%j||2^%kJvs*?)S>s4F~+55du8@!XR zG-!Xxy|!n!-bq(k{zFIe6*!;;wfQ!1SM4%1NXRfAp(ssMJ0BJQC5>K1!PR_&nY-{m zy@li*o7OxbVzL@vd~)_9^4uleyzLfECqF}6%(~uE4+@$~Z`=Ia?d4&tFNl`;EBuRz zC&Ld>XXfmegJ*n)#j)K|iqT)dnicA=)0&JgF9mbaY&SHUmU%KE(cP(uJqx({qL4Ff z#;!U3YeUh&WJ8bI+I%1MIOgi-vL*VcxcN0VyXxGwW1ool+?S&FG#+55Q)>YzdsWob z*^lyk-A-iw9w@17Fhqe-k3OsjTC5DBS;)@H)~($dzbuS=&=@P7_ZXnFZ}vkynTx@8 z?XlL`)GR^-xb*P8n(s>^q~ zg=6^@^>Q%SX|bu4@eMP&vuBEFX@@X=_o#JK>JkKf{6zRSil)58kxnQ?;)RVHm zo6g=;#?spxYQ@O%h|LMZS_+^O)!G1Ip#eb`*;~p#)42#HxDaL1Z@iB6es?8oumUg0vN@Q$U1=0h zRn6w09IBh-uphp4GPUw0dOCfB=0pH2^X_B^2Ny44JtZ^1%8Y4puq9VfpkDvYPFCki zE+vFy>n?3iVCWCXjZz(TwjbbQgU{0+r29wiOTz#Ah=IleLc91cU~*}Q{lSIAqAe!< zqNbX8i%rQ+%}!W6Ox)o(Ob~30%<&1AFPxoC5rMG$b6E0;XCv+Z)G)i+wQjGN zB~K-65st9pQT+VbL~Wq42%t09>=QztWdxh$`b0Jl9F&sVmC?4}7M6b2&|kbg|9r_h zXSg_EO?(jhS{&c}ArVCcaVaRe=P(+v3wUC8aDXBDDEq3kg_!n;QSy<5>mZW9gT^TP zEXx`wB}UAz-Ee2hWwx$S0;dC=7}4xZKli{ZhcxYV@pQhP^Jz^4Et9Oa%n9yLM0CSA zkVJ&;kZk2TEB3uvZ^)wBI&Xv4nrf%j^U>Y`^TEu2or$Xar#IR#S5B2cY zhU>Pr{TT~vW>RiZYGA`Hew$r6cGEUL%GmEfdmN73w--+2>+y2(yc1qK1$rTfr{b0@ z-=Bqo*~I>kls(dx;JTS6lj#lh{Q$*LR3(!!G(6~P!( zI!81yCC~X^$5$GZH-CdE69nH8#ay+~%JY14k3pv~u>}l!Zu;7d`C?jaY16brwnUCa z@+7Z6+vHUr#mG;D)4aRe27ORZcg@{|AEkVLIpfW3hl-jnmljtTw?dDv&o#61{QYKA zQZrVCv&i7VwExW9F!JSg5o%is#Eroe&DA?jb-dO|H(g(w(vxh*?^pGjHGowc52(oG zbY}_L6x>_ocIpYciCtjf>Rk300x^Eo3OpZ;7J4=T?mt~n_KlEG4M*Qg@nq+5p&5jg z=acoLrshxmQiLUm8NlR%NS9Ks{a2bOVeLQ^_4 zLaMJIY(UCBEuA${8u>mv%uS0|hL5>g8l<*24&#&UY@dN)OXe;4*Ot~-=L%s6C9is0G;8U(69i)ibh`cs5 zZzF5atYiL9o>d5q?cZa?S1l_8S?zAUvtLQA^2`++Jn}|N7{_Ry4h#e%qnyhpLo5h! zpuy+3v~r5iiaZ^7gynStfC$v2M9O$H@#HZQuvty!2qDjZk|^(uQ-k>#!z24EsG$8x z6udL>W_~OTyH28}Y`0>;!%T1x=*)mqXLu^?=sW*jH)$}i>pECw$P-pIC9> z@A!@=M)3$`cahXN*m{e3?*WIJg($*Aa{Q(7L|LgpEKIJ>fndpSMtvpIY97zE^CSgR ztwLTshc{9;c&NY<`xq}-nv1nwp#pV>(P-?4Ihn!VcPZpFMi;}5Wp3SHv+?!EL!2sBGT zVFAG#2D=}Xj_q0ZuE;Szj_cZJ*?GLlcCb`w=E@LM;5(7}YoeGLYbin@nvC>8p6rS= z7%ml?JIKnrf*8`5*r8*25!M>*3Xkdn?V)~^1#fMcm1_du1TU>H;FCv(G4${~obemA z?Yz~TJWf#$C`F)(hTah@Dqc!j1i;pRI#E5+;|`SO!EuI3)gln&5M3q+sXz`@!u9pt zX)$~3gsyav1cZJ<#D6Hc4WH$}!H^Sy<Xr}^a z(6~NUm3DPkCcOH_%cu|VAUX5h2tDexKZt=smvmq<&b8`ro4A@Pi z>Bw*;|C=J?yW@j^dopB*tE?F0coF8@;F2e2mH zxZD5L^vkru)v9?3lr}U>51T+Yv&R0m7-vq`i&maKb1BN#>(ysEaXoXRReR|sUfKBjWO}{F z-6@2GND>`?QrOAURgRTpt0=2{8rC47pgMjJWt2fchm&Y<=LRdq6@{ddDrh?U*de5H z39T7Y6#;_>kAG&PYIn?6)aC-D~HpV=}b$fsrCfZGhL;8I_9DPq_1DU`U|<7wIb8M>RI$% zRb~nrtB4K)681D6=8Rx7>0iJ(6<5V4YZ0tJzg2!*z-k|3jTOP3mUQt{*mTu6G8`gR zuA;)Gc}Dr|gclc?bRigqBKsV9qqv4gP$0vP*mIKs*0HdR4Rimp(oFkV#|kIw@#!&& z2A-K?Y_6{L0t{9XV)HltH)n@h9@Hy}*!rS^K_r6YVfl(4M0VbofKd#O zM#cl0ezbc>#}4SR|0-I{+ip2{LQX^_fU^dJmndjFh(lnjjvhUl7`12CisN-{dxp7T ze^Gk0pX0DWePS;DI^|v1j#ah#c-bwuc1Mru&j?+}OoxBMChrAwa-OeH^JyTI}M4BZ66qF=&pIm zAX!Z(5vLOr9apRY-4qPPUC}d5GeR6!!GH8;a;j_1n+Aoq*v#+rJZc8oYfq=`3>t4^ zO0$Vp3d1yBpArY%5m2FsMMuEuC1nvtP)xe zLzav_9%4#4hq5>J9cQl8dS0@hhjK9(GY}FplrLYLCnD*_2d*ZPlxC`JF zb?h-s_#|*~ZCx4|2-3PK2D%M;l z!32F3b{FYX-V1YI)U*fsK6XJ)MeJ&Jm$hGIB^hI@u3~)sfjl_SQZEKEhKO4rB^zZm zlwx|DfX)8NsiA{9X~G6JkeYgNAZDcYv!8_lg)=`O5O1ujzhQul1QCIkW2E&I~R1a9@2QWG|xF%z6Pf9y-oA~2*fNZZRd5ugp*uxfN`8kU1? z0pdbrxhQ7epos%6lWJLyykVZkeT|O9)!@^acIwxctK`xSW)O2rT+xOVa$E(og>}E? z-BQW+0);yOqs& zKKEVz$%9r0YUzY0lcE`3b_I(`yUb;edQ0}{#bZSyMVQ#^) z;?$)#Y*=}}h@wONQe9v!?t+3*mVKD1#*GdwEk9joYTO)TGKeW>} zDw@UfBuqAI8(KBtBe8yKuV}nkymO<+e9?a5x%Mbw*XQy*6Hx;tm zjEoLJ&B*zsBaV0h5INL~hx7j5#YGFjf`j^@{y$9r5)(uJu>VW;T&5X0UykuUtpp<< zTLO;~knnyFEibG9bvVE3dL|7vt;{3`=!89i`+YN227p9J|B(%=*bL|jvXxnoTex|6 zRm?2Ysb)A5ld*|<`SrRGfV^`1t}9Q~4iRui`;6Ef4X{~`)Lu;-&v?b{9&uMMZ%uCs)|e1Yb15Cj(cA0^a-M0UtH9$OaO8o;E(2Vv>-I!q8wa z<6Xf#-yqyahQb{oA*o#YmqP!0Av4f_#e{wdnaenvw2OU-eGglIW*aDq+Ew=9cc7P7 zBXlY{W+gu@3cr>Vr3@)5^_-FEW19Vj5~1`!VdajYeJ8>Y9s$3v>@BSG6YZjmCPL|z zd_S-)Nmj{K~VUzw`HMmoZWcXVO7eTz1ZLy;`oXQ;g{TwZX7O$V1?>bctC5f+ zp(>FS+oYmcoD2!7aQ*JULd&l3iarwNn538~;^(1QOIjLBDg0$?9{t@)K+V$d(l(mx zHu>YSu+f+A*V*g;xpN8VFbY9&g^mj-R@yfeKDZow{)d=yI5oaU7v6weaXA8Za~FFS zD&@d3w3%Oo!^!n=e>vi5o2)s^3#Y|h;TVbrNlxYXx-0OiJF+HY^+;U%=Ziuh0WqgQ zC*yub*Z*_g{tck(V5O(K;C0+T)^&~HWm9tRJpoTZAEdrRHS=Zi0fajwCEFIG;CcJd9`W`-_s-9HE$u(Uw8u>;IT}tK49?C3Aa4sg=O*&^-**GO%&eC! zn}3(O>1c1^msqn)H^TrWo+;< z-`@AMWa!2B8O~A>KVPZujtA2!L_Zzw7HsrsMJk|~^VOGAvm$Sn`-yo4lLhQ5&diAb z;;;#vIB}>vd7#((&lgESOY(fD*41q?guM1avt{iM{pXUIcN)2RmBvN}e`v>c!b=Wp zpGz3D8HDrgx9x_T-@@<>Ghw-_|O0OH-+?s97J;b4D~^{z|GE>KPjCpkZ69xI@vRs zc%$UO(j9(Vr&<qqIbYJW4|rC3X17Lk932Aw z_g>?_2(bX~@3I9}i6eU<6M|TedRF}PPrJ!jB!P+3pIY`?%iTw8^ zW{_*7pg_d<%o^4S=EeZ*nGpO`JkPTC)Uq;_TVwMX+Q2y`e#ft4yyC0hli~6N_XY99lGNALwdt=ta*CnZSI3e07g^L9W9OBgMx{fbETu(v&sf_O^V^Y| zEYl{;t0>9GkSW*aNT%Qp&U)jB-P9W#Wkqq}h{k_T!|KGlvpG&<>Ak^=%Oib>>)|0u z?u?byDqjv&AkJ3;r4pb-N*tQ)C9qIj$2`wOG znRePpS!zCB;eWweE;&eFQa8PgX7yMFgMeb?VN^;GDJ`3^tc#d2u2 zSVv_=r7~JR=u`vLJK77UJeB{yO@#G;(nH^{=1c{>3gF_+{1IRab6s6KLtG)}31=eW z1G3lu}ogRK+m-e?)!bV_a+3cN#kr+iV-#w$s>V)7Wfm+ih&yW@B3u+fLr; zIp==fKVas=-q&91r?sv{*m^9;LisFi6j4)mT>*;&qT7nD)24@#LYpR`J__n{)dK`# z&TTP224sz;w~&}5$VF$qkBj#0C8R8_+;{4xXBU?c`RXSKQjCqyGB4R_}JK zi22Vcj|k~J|1p|Z$`tZ;O>e~>NE?=>WY?`#LJQ3{N&0U8g zmP<<|b(1}71#O^otHf&|kmO;ux1XI7=JLcH{EZP(K^$1!?Y7j%ylb`Vf=T z)zN-)ac)s^a8EStnh&_!T=8?gSvUtGQxBZ-yputNw`B*y$@D6cV$UwzNr^T@ruPQ_!c_iIl7U3I zCY^*ZJQ9dlFQqMQgOtlT?I)~j%iUHSHo}>OiNsyOQJ8za43=3k2;;Lr z#2x2xP79!}2U3ttoizLum3?+DphQf_;}m&D6V2D=P)SZrJwHMkkSlxyHp2M?=i_mM zpe=Uo&Qq_YMcfUTvA0bctPbDNcZd+A49p*C8j1Sedsb-3mJ$fe zsw-p&)bDxfx}w0yrN#X9ehWR|Jh=b!xf(Xe|`~H9$_%`f~TgDg)u@fW)9R z({#?MftzsYXE6d(D#C7zB+hIz?3>HNLD-VfX1r1)FznI5DnDAw&BK>$9)J4HkY{!T z%{T~+*?8P$9y@E{ziPfh`iq?Fdx&~Q3N(s^J4M0FT&t+Pv_FfGigXkR+bivBf1pm+p)L;F}`$<6!*3DhDYT)Py)7b>0XbQnwdUurF*&qzvACDBenjw1)P=P=O0CFd@2e-YlF@m&*b0hH5UmbvTh z3$=Zk0lHjSE1B#!%irgW`H9=(_AoL&9?kq_e_U>XqcLpyQ+XjTjcGu2L~D?bekd?< za11{f_<9l;T@)qaZa*V{MT+{c_awDzaSQ57T=jSg>_*D3o*oIs!%ols?Z2p2C^_)qulu<)<;Rr^OUCXYuV)@E zS)EJp915j+7G2^y}R3cG#VL2{|0kCok#NLpjpB z#5{f1Tf3OfI>di%z~XSM+4XTvTd0WIx+)YQo!D&*Hda6}4Dp zLjK-w>5Ue7f=TA77Q&l&>v+`UXszAg2b#dX)kh{Li@ND`_TliMtp|BRIR_`|M*j%S z>=^*ow*`1~IxhTH;7T!h#f-2&7WuE$9!G;7=1H_}M!6K7mS0oaG0`5q?Pp1aWrLKZ zK2yQVC#Y;NAcm0&hLo_P&M@=u$vX0<9t!W;N(=y3L+FmmEv1EG0bw?G7hx>mx|43Z zPFrF+4p1c<()GncSn(KLbB&qV&MK9o&kxDFk_FtjaI&K}--*BTChhThz3Jp|(MA+w z0=(!k05d2k=uY3Rb7JEt{NK)cMpA8ml=pp5F2|GFOr7?afbAnDR&y3sbLX6MZAF{Q zWw5>FklY(a;Ysx*nf_J$yKT(9KDi<>B$Yz8SD0mbmxRD`Z|N;)E1(a9B2_ud}EArMfRDZe%YVt6>N5u)im%p%o;UhUd{J%#T{P$4?YiCrLF5O~qK#hmx zm0BLx+U^K%UuBT0%mDlx(mjL~(SDJ7TOO-Pvs2v(fpe+q$6^B-KuC~QW>=XEL4$%F zHGWx0*Rt%IMqY{9ic7P$QXa(1$t&NCHP!64ZAFlfrI0iIQkn4!#!ZS`+O`2}vJ zZ^aDYi=c}(mw8;z*R)ksFv_YbM~^vzqDHMbMBnQzXX(2)AHGgu_Q>p_b9M!sfJD>4 z6W?80*l``8VTIl|ze#oe*ULUtPL2_#mWu;NS*(-}m(4>GM3npVLM0+jzjN=mJkFd< zQ#2N;g=eQ2^o8jeWK3O0`7{YzMoFMz)#Eb$PJXU_pm}CUG5k&W(pHC39}t<`y_m#H zmZkC9>F9&)ZvhA4EGtM89o>1O*7^<-Me(zEAdv@6xH1?iQOBpA1BhL|Fd=!Wx7?{X zshe0V_um%N7~Yk*N*pC$(aHyoj*}X_@WbgWvE6^)7ef|ZwDC|$)$T1Q-9qJltNJ6@ zn}V<`HACHB@?#%z{-qy*puY=FVS@2}Gkwc? z7U+M6@&fH}grFz>QNq-j=p{0ye?o)J+48ywhhe*pGMhk&fvDBOhP9*X%QW#!?uF zqi#hW0XiSpm9_)sUuIbBh=+U3O^o9Qdn-Mh>NVYFNi%Q{`*NZ>w_H?_?UC-NxyTD3 z7%BN`{3xU90&rKW22#m+1U5Xwq-d$lvfWWY*q!g|#L>q3(ZLEUlG(V&tz3s@$#c+Q z{lD0R5BmKno+^fU^I1}CYBm6#Q2xjsEqv#;RI-;*)WjpOfEL|~ zV)-y3jcoF54_-@Y1pSF~Zalc1fP-URLA^>r?wKF9jkNZgO2wD(S&pAa40d(l77D`y za@q-*{CaZsz5e$L%}0)AMkF1iR`EX$M>c|x?@(hiHfxMsh!GoYw=+9dFgh*p|9Ss{ z9|vWT1qqNQ-pA`x56VA)1`35a*QkB`pb%DHZ=6}$@Bjx9XHu8sR?fI zMYXcC_1ke~D*%s$K4&;O?{5+a%A-T6r$o~g8hL%8aBZ5E9x>0Jf0`er91EDcM?19hsip*E4YD z^TlTSL-{CN30~6@$urS#l0wgm4cwnZP-oy@Nxg5d`IpGxgobN{OtN3~XxU)T7bjy` z&BI#jw>9oKNey7EWe5oCZ&mFUjNzlpx2*r`VJ2*f9U8)24F(mm1s8q(JNtHK8quvykw!+#p80yDM}+s?2Rk$ z(4iZf&1dIL;|}Az+9)(b=r%f%;PmV|9yH}OK&|C(quN~#2MbAJB+Grf&(NB8yn6?-_CLS31Y zAX#w6DQXg#!h1X~*%Ub$lM?wvjx+7PE0L%sQc+3BSt#d-^pBFd=Yi#_01;c5y0*z5#{VN_no zB7^U3PP6=LG~Q7CLMaHB&jI}4(5Xc2Yzadq6+iM8=_*NGDs-)99b>Q^hq6PlODOwU z)uOVvUkD21$V=k*v|4N$^EHNW*JH-G#YgP619_Y~5*jd+Wkc*ke4Tf%gBVyd99QfT z$bNdxQO%Q73It7dq0T?i0mt;JzbLOdDK8aQC^W=kXMEquVirhKDT27}@8Fx`5zjyH z0Y*#~NL@#{gt-L(M#5eu1q~xn4|cn0*rIBC{h64T$cL-0-1mUU1~zR$K-@O?Me= zqVmRjsmrBwIreeOWvobnhmduNTa16(YCw6b z_7XjAV}OsZPtLWr`=*ztBk$%W2ffE@*`Z%UM9mi_Il9wr5xIO9v11}WbJ0BrE$W1P zi;bS~))1LIQgYd`b8zkm>npd!j{D@a6#%Cw$&s7K1tIu9Z3YcwRV|=ZyO8Ojl5s-x zGIG9f-#InDOeE}3 zCbs`PMVhXVdJb%kycESF?2uIrlINfTm&rsL!=lq~a_Vu*SQV*Z>hF6j^~9fZ%NLO^ zdebPnnP!^Z59Hp7I*MBOpGHvvi$Smb_$529X~)nVnax2>YZ=!@1^XG1&L7xsjl76* z8%9sS<9+U%Cva)XJ4U=&?bP#;-za`i?+jU;3{2Ocb@}82;j6kDzB!OY@&uY`^M3YX z>!Lp@tX9JADlMxs8i23Kc&0b7C(ONFFP86$#;3H@R6DfQI;DuYuJhaLIdW( zPz1?r33YYTT${g-hY%uL6EepJ!%W$^%bpprebDrpjlJdHA#48B&JIeY0RM!!^3L-u zR3$QBBae=?^a!I?Ow-Ca1l!GF|BFMgU~w8^=X1}XK1mzbme3!;Onf7SP}+}6{U%8f zPsS8ytoZChB8+q&_Z2fXl+?S#83K)|_+o)ANGDVcgEsd>#-i?bw>Vx7_*1Oj=PDq( z9R~Hrj?oBlsgyj_PN8(T?(8Ci?qyV8k+i4d;C`;i8x!|-T@CWwD#>r(FR#PwqA)7N z|8>NvIaq5is~+awW#8>5FDMUWU%NA9W?<=2ohMrZ!^k~AVJ|K-aSaiz3@mW?W}@a{ zpK9#r3g%}GjH zn!7nkKzl>?5hwp9H2p!ut5gCN(x2hsN0?_LEP8!J6Z{)%wQ9hKB}+WS%etYmysGP2 z#8px$i!)j$ z%nEM~5ECu@A~#wkE?+@KDUWl2t@?N?`_6aVzdQNhgKT3$;0yn5(RgQkM&V)LBw&-w z2QdQ#t{-@RTW_}(h38P2gw4{*Tm2vUCSkuivc^rArXC(*VZ}!oBLI*rH=`2w)#-@} zw@A!I>{~Z}-p(u92o9w^whb0rFUdRfI%R4_e!H-r4apW#2eRhY%g;8yP5w2FkY5)L z?)|{Xu+8`IC-$RyJT^Q)Yr_PGXDP;V zz~bIjf^!5=$K{8sH9N*i2cfu)|0wU;DiIk5`pkNti^FMjn}a4cu3~T64IW$Mn5>PF zw1BU6Xj-tP+}oXYmfD(kTxjf%I*Cu>5_JgTrnTX-no6sYsY-Y?gf*hDETF5(+6Za& z`~%XW`>e+d3(uS)aWEwmaF`;9Dh_W>I`#mtgV{f@Kq7A98~-zIZbU42q!6-=<_qPrlG{ZK7tBQ0dyTgn;!{QsBwKsy;VXsHaDDtid-uB9~a3C%}9VhLm+LzRI5tXS$V{ThGwUs~DTn@;}(H3e2+ z!81T8%5mAbNgyW+{RzG>U{bsedRsGdg*zZx$gD0dGdal~>9nmQrkm^0z3rq#NZ#=K zfPmwWW--XQ%({1l4s%DW=!ENESLQ^hon7aJK8S99hqx|MS5aB30i|lW6-I2}@saMv zf2`D(AS$IB3-tUx7RC38W|OJeY`)SpASbIgCgIG1>EV)y{Z(phTp;I<{TY5F>=w*0 zLaCDlHpc|nyzD^FK^(aF{A>EtZ|=1t(PDdaS)(KR=Um#p=q6CJKSvvpY6U~}W z13xNKH|jn`QeR!ueT)9_+d-GR=pYev=FP+>b!b9LWdF|u#^UNoW?*(y!Ti=CgNw9u{Wgt^}hJ-BR z&ygsjJ%hXJGmoeV@_Tp$lnE|Wo$$T1%UW)x`1yj2C>oh$^c~AV)=fsxq7y8n-#V_u&-f8(^JmE_na7p<@T-2T zeu^Uqr$y+GIIC6Z(WR7r8v`UAzjr8Pa@K5C>b4Z>PkefP-Ekud+F)^iaC(T6&6MM~$O60ewOUn>JFlMq{5PEE4Zi-G?wk*=-o{vN^I z!|L4R6HljFWTk%ATFh*-ayOZB`6H|~jN1oEAY6I=#L&;7D~fa3fUTp8FfIk?NfSQ% zz-JMI9utNfLB-|WtUX#%T@A4HLP+V!G5xFVvKqyN`Xfj`IxxAjQ@3}Th*zaJLvUy7|-Kf!LjJK^ZCibUkvi>I2Z)xqnnZr>62j#(~M*BJ?_HJb60u=Bl6@Jivg(yY>cKsEpS$ALZ#K+$ahdvFm zCd@n~AKAR#gcRCr{MBqFs3{R_b-GUa&jc_k^>lEbHs&fVJ?RKO0pff!c-^nXPpLZ5 zD)rEsBT_hx;5`EfK*|7rw2|vwbeyCK1>+$y-_BmAj8nmEnCHuj#bmIPDN<5O2H}_# z(SY3q^iI&|(7DDC2T-N|JMqX9u%Bp2hxIG4Ovt9k89JBK{vsX%R(8hKC5|L_Dw3e@ zTsUle9;BYx_Z`$gF76e#u})z(DTGl1?x7dy?z~Pbg$OlmE(nU4()HG-9va1&DuDkjMPFk6Yff3w0vrha1W`$LRH zJb~v^MPTsp z*_xot%uTZEpR-!>tlj#0FUq4>d#L?7^H7JT%IjBbccHmFNownY_}m%#*M5;n0p1T` z$f8wb$H@4S8=2sQxClQ6wS8ntxz7Y98E*_au4yc^x-*@~M^t5=SY z=4x}yiB?xKE7=%-aW}g3r|HspT!Ok)8>Wu|4i``0t%i%f1ev6*C*kZ<06X9^E=HMW zKT|8`Y!K`4u=APWiN)2<(-I0WvJJg^G0 zqZkG?WKGqfi}AoZHrmgkjs4E&gWR_Czoam;@wxIQHx4QGrg3@hfA8$t&`xgjpP2hw zUn&3A*Cc&ya-OIoR4FW8AC|;4X>KE{V1^--A6gE^DScvr=V01FF!2qMwd?nhCLUsG!(L+{HLK<0yF z-F)tJemMhMq4aHaM=*|GJ>n;BRCx4mvlUbsTBw5a99_Ej{o!H_&@?t*H(r<)-WdETR-^eh%BnJaBVwTwJ-y1`^L3-LVnbD2?+M=-1 zQF9YvH%z|zTMXzGsxt`Lz2pAqny%6hX15i8X1tas&03LofYdK7>quXyb7$odMt_;= zPWp5Sm*vo@Ou2VDyWBv|H4uHQfx-+7vGn;A&VM`Gm5>o4yWl9htgW}Ato{XWt3jTs1|!w<&)A;AuB|!=F=XeM2QD4M%%G7& z)P5~B_oc{L*aMMfAqgQnjAU3GXcAtuOf*Q%_y8O>Z}2~Q!mOiAnF`x?Gg6Uvqg)Gc zLZamXKT#1hObu(QY0szRtCx{@s$Kis%Bcs#QjCi^7o2 z)Go^dK4NN{fBv-d4?MVViBIBq-Vk}Tja%QU?4{%)uz~*|08#tKD~4wI@m*GI+dsen zjl)a&OIT@-*xw0&c=TGgWN(^@B*LZk>fvAeY&NlfB{ytiSX<h$m#n=%vgMm`Cv5kJEA*Hkc*k(cl?~cw zw}&V~G3_j{))zIz8dz8}rdswM!p2J|+#0Vlb2t1Dl46pI*~X3KRh&Yj^f&e(_*FzO zA+zEX;k&gfjGS9Dd03dMLwx2vHh{1vJ{hi~Q&P~b zHAQvlTOOxw?My{%H3MBMMIpns0LN7|QbMk9GpJGPr^(onh0k^bBF{2Lv-}>RmKK35 zirkTX1WMSqUN??FJ|!Q%KC<7IYy<3IYQ)$wHduUSPJJl)9(l@RgePCYB&fanW}wn7 zESsxDzR&z)d`CrhAC@#Zv;X;{jbybJ`02a=htxApxSICf8k=xKPoz!tmVo(!QuOI{ zGpzaTVZ03cL=!XWeZ2k$gof`8Z8_f)jusbFNr6PoyDIblb^%=Om=Uq#$1BGqjDGi8 z#$dNPm8J9#-D!svGise>Z(p-gI-$mwqM&|u_a3PJ$=r!go4ZOj8p%xYZIH^wu=OKZ zZcIW&!lrnbf6)cv?Eq7=>v8C& z&d@FjG$jD*_Lub0j9f;P4GTGs!+C(~#Ub7uBa!by)N$R)(3c>5S*}OTUOQDZG}pHS zb|Ogsz*?R^DY7;EQ;PDpgEx?ZY=edSD7MBmL-@}w8m_v885*jl0LhEXfS%6ifi!vw_v+!!wYaD_JU`AgY-W77Dty$v z(lU(J(ynG^27Wi4jUQ&S|4;UtCt-v|?Rj&2_Jx`JuobBnaZyX2ZL+nk!}rf|aCDUH zua)GrNr<2M=J0qK7rE~F5LHqf8Z|jqO@zZ?{2sHwz;~_PuSyy#L5%0OLi&?%)>dp& ziMB4TXaTaSj$qMI$c{+u<|H1(h@G##wnXo8775;m*YpgHn2x*C6?z!k{XE(YgUHtw zP_!*#q|~7g@Xz)+({rw3ATP&`>847HU1RMG@RVvST=BW}W#cC{wtUO^$B%^tI7 zK42Q1nj1act8DX-o$rg3L~czV>1jbsTvq4Y5R-%Y;h<6` zd|0a6Oc7dvTldcLsmx=4vD5Fm#$BC@ot$QxI=R_trp%A3hFO@tl#&L zK9A6V+m*J-^(vFIx4XTaiW>fOI6wQ@10Mv!TA0fM_{QgHbe_|;H6(`g5#k?e|H*V# zA>GZN9Vd#EZa()*BAsnieC-16#N`vi%Ja^CRRuDdov*cISo@r0wHpr%5#tHet&T^o z`^*NL#$1%v$J0;2(!i3`*22K@)wFD@P-;U~WOX0V$7cAd{_kCv)pB3Cy&79Lo9x=! zYM3&Q$8EOB5X-8fObSa#bP~7Tw5j^iS}kM(y&Sx#|178t$%N`N7K!96(a^oFYimTX z$YB&!cian1R6Ovcd)&SQBgANp5IxHMn%|D!g3P?yE|6lx4vd!ur6a9zio0? zoz$HEam-yCb^yTToEtO-?6E~nk}4WtJV)5JtVwcDMf@ur8`&;n)?|Mvj5>#u@bL!$ckLTf)y_+0S&OgNdJ0y7EejuMfHvl$sJ~cbraXu-B^Z zq8uNOoImBpxgg7Bx3pr56Il*Q!TMW$Ljy1(Kzb!dopBLJ`bCF zS9^Y2*!@&x90Dbm>kaJ|AFof7iu;u%_8F|z+vpo`7XEsnv|cF_4cv;Dl9xZ$*u9k)mbF-V@; z`avVkSH>jv>ST(VGZ&pB9xKVz@OT9hPB7k>O0LYLo#52wbiPrLX%D22ZcE~tT>2YM z2VhRiQ^hzlOH!b0Iw0515|NlR^&V6_A`=frBcNX)rul^ot*cR7tG*I43^1e1l;Bcz z5cVAl^KiLKbh>W)=?-ly+m9HE zmSH33Kozh!yl7lB!9P?@%M@kJ$&Rx!6v|?}TRTw2R;yX@cevuOJB|nNV^Thd>b2>g zG%+n!F9FL(l# z+;RBf_~!3Px4adNSTf4ycdUiqUb5p=GOeJ)F;JDh@QKTb_`S07=PS9zm}i-K6@97Y z`e1xtD0v2FEp?2Ab{@wL3t$2@8W_o4ZWfnWMs1qFd4iT+Dj#+7y9z?G?gMEM&c+k5 zF$E(Z5mH!=&VC8C+5sX!HX?o(#}mV_-=1=Jq6(=`8*hveDfT#(0b7fVwpjIpWzg$( zi;w&zqi_}lvWOt6Bz;|XM$Un5c)W_Ni-#ZQ<_e~GJm+AEP%p`OHoC8d{ou1&PmI%N z9>+lbT0R2Gv~R!9aqE9c#^y-8qHMb&jdG@&?q{gwm-T%HcY7UBS4D^Bin`iGD<^NA zV|rqvVynq!dHYg5xKipRmB}N6TAEIx!bfPHl_gNS8VBB*r`@AHAMLK{NXIw6Xe_eM zJd@KUxsj*drqSq>(%_5dCygrUiC(6ng5xmsKl`n0v)DBQc(>ro>RKt=TgRm;`lkxz>UrRq)E!1$Q2Vu3ysK7U=cUi zmr!xy!`W2)+i6(g!PWHy7$(D~_L4149P9TPu%TRsD{-GhNsfF$NS*l-U6nbq#HiGKo@e2~ae@5LZk9eNTSho);d= zinD2-?~ua2^?1lpKOYp4KvtWpR7`8VQj8D=^_H=Hw%e{MTqafC0h9;Cx2aitohM8P z2gUh-_E?P9?^87L(?9Ibg3I09!|0LB3a6q&$+&(x>v}zPk5DkPTLgGweahSzl*Ez6 zMYXyYsfh7Ue_peIo%)+!hq?3xL(nkKd|lwW-&hBw0ok&tW-YQU2k`t{A_X-y(*g+H zKL`W?5d*hxj9?-;U&TnsBX~pAgT05MI@5s%t|cm!>`)z($6}Sur{8u9d^@<;4%3~9 zkA1qJ?_TmQ98{skBNqhKBIOCEf)NhWIy}0_Kk#p+3$E3=b)O;+)}` zw(Y?4Xae!6-O$64ovqf+1Mu6hgLU5?LDANGq1#~QQ6<*Za_oim_6Yo2=Era0SChhn znWjr#^Hi`rswg%$2`=r{lc4dl>gl5SGM6%$*@29K3k6#88im;S`d)5?x)zV0lLM2a zUXK}o4*1?@7Md1_&7Q@Yg;PZNtRYwqj^O+nbRH}U9OuLAZO>M7n{}zOuoa~FA41rV z4SS@O=GBp0SO_J|4#=C5^wbQolobuSbg)Ke(ky?wh#6Q1WrpajVfJa|NQfJnJvAN) z`ByRA_icb^K~M|kxtQt)u1P8lvfN2!Z!+FM+ApHn$Ncz&cSrTd#Nu5ZRZw!bNPP|t zR*Irq{@Ga7+*NS7euF{w@dV{QeAJuw!%7!tzH`oMDSs6P%U`2v_QVfuLBSt81J#D9 z&XmMN9NktY)Qmj}V*h5rvxu6Egf|79CJ)nG?q zYC1}OkR3$EWn@1<(*h^0V8nS@t`mW_T@HMF??@_QDDJWEc3qkp{V*mN_)v!g}$Am@?XHT*#iMtxV=k_ck%yiA)8vTk^ z<_zZ}0rxlMB{gZ-=OYrK7_1!5j)OIc#vEyk`adcU;I6yBP&lw+73gX4U9c7aXX7*0 zT7hy2dQmLzT7j37pDwBlkT*Yemn!OoMZV)GYA2xqVFhRyTD)#Z(gkLGswHEm6+rD`%vRQp5a(Ulb z?15nAM3`ZaggFS5=0&u-7*ZO~PplgfSb@v8Aa3Z}K9b8NgYcH_qS*T#y=rfTLG1;5 z+=~440p$+g^LZ6LQA#^WK^aA*clGp->!kY8YfY zYkljg1u3o3$a+ygcT_qIM<T|I&Ic_*q-ez#n|Bi_=kN2mm5kRdUV$)s-Mn1(?Us>4?(z7C+ ztTrD3J<54e9yh3SfuSf41!wa6p<*wuWI^*)Vn97EZx;3AJ zMLov?_fYIi9@xeI6Y9<~n8|@3+<+s5{&n}yQ$VX;QP`d`K|IU#)EoAx?&GejD+cQZ zAK5M8+yOYGIn}ud`Q=y1{ea61s*k8i)Ys!2Qr!_rK$f4A~kB6OX z)OaXd!3z!=#Kvi8n&b;Y*D{xuvO$??achVnaS=MJbmpU_&j=?nLFtk2Bnxx-tNxl6 zxv_(1$F2!_Y%M&465F9Fv#DXnOrq+QvEt2rLP+zR;Vi`=NSZM?&}Y~>&%V)LK32c;!<;9||n49Hkj9oF<_ZUc?Mjhlq(D97}lS8Xrnuu-y!EAvZDNf-giwn0)eV^bM64ovV zr)cu^Pvi>`Pgb=-@?`T}01GLk`ObQ6NDAF~8`LQz6jCs5Mcl}u_<%6W<1nju#{Ps} zyFdNf!-1i)e(U|MY+-$6_~$>H`*Q(GIof-jJwI&^5-#H3I?MLH(Ro1I| zV-#tpxHFYS&X9k@M*IEwJhyw1;YQU^nEP-%r1vN5T#^`0u8AcUcU|LSC@cRV@4}^s zl)$k8oXh|1AczqBbud+#(i?{i0V7HDOX(Gl^Ot}JPW$FO%YNo64Rrmtzsi~vU^ra+ zHxt}*Knsp*D6T0f8gu%0RfRQ1h`Oo7fVylFJ_eBq=s)}XaWsZQ!0I_)T^byhwyQsiG|DMUu>WChg+ zUu`0|4ej1YRuZEoy&q5G_#=?Q9F%k2Olm-r^;&q~9)Qi6&ba+s7!*05_9al2lXGaJ=ter=Vn_z^+*dQ)>SA`dZJ zAzg(w`BX9>mDjyCbzf^QvJ!Z2q>SzI`gnDgdajqPqqg}yBfFw%YQsmoLURZ|#QwSq~>IEwgX?iFJ?XdLK6%HZ+Q{GD{X;KWmW$H;T1wX38Pop71+>IcL^M z&J@aO3^}5kPpr-{nnA>T?q_7U&f{K$;SAM1W>VxWdVJ~QIUo%0ys-7bz~ETL)hD9V zt%fcV>76C5HiH-hqWr4I?%W3Fe5`be7k-8;EK?vwdgu7^<1kSCmmjL+S`VH^joRWf z0LKpKL@|whDJ9W>>rh7;cf_|#VR$IOUh|^&SXi=K2yW%C3IK08uXu^FJ36i zzARQEo{F_laZ&RB-_SIk-zdNUV!(qdi(BoDzM*!7Z5-v+F#x5w6q(F>3JM&l$35g~ z*L;!Nq3p|gMS=C-K|Sq=s+Gw>v8|QwRpULN>n|4v;Mr-z6*Ac6WJlf!3r|04=(%U+ zx6L@?6Vmcya6AmgN4!5V9c`hw-JL3#n#gk_`RK70xrVOn%37PTqV7glED_LLk@XuC zn2dg*EUkmjvJ4kABN|M+`Xq$PPQ3Ede#GnXRnzS(A=AbZSz~o17;u8##a+LHyqud;qnpLtF>!k$GDrS%Kh>`!^@WwkV zJ}V)~(_l+t1ngG75KZmhnc_k^-ve&6`(4pEJa%R0;J z+q=N32k)?L;|+odY;c>d@V!_f71_5dPa;I_8;)iVsbu3%-+(_LdX@{xTuon`a>xHp z5wO3^FLWBJslnNpY!`4*gyDXpmXun%17}usfvHVY2Fn$k-_FajTnka63!YraA}lg`+?FE;1<7cw7n0Kv zET|pn(PE*$6%=&dEN*8;#E=Z4DeHydOEW1B|I{uQ%<HX!T9~<@<1wSo;QmH)goysKEVIfLU`SZ?VF7nFI zwBDYJiMnJ*xLs62k#P}E}RB&KXYwjkJ`nU4NI^Uc?Q^o@P-%!6@{TAEhipka~? zq~l-yjuRJY7#YGb3+J@Ui|U8B`SSzOxJiGv9UiiX)(kn!+`Kx58^an&E-wZAjAGi` zuMPi2JEV)RoVtnZz`)!0;?s6hj@GTNSzQ&WFa4mGGHn9N5W~YKL?nF_5~H<0!-W%} z=npYV>rX@4E@WNTo7##cs30WgKtGu6Pl7^>{6z0Fm?OTgFJxBF}1jstRv*_pQJmUW8yaLZ}+*IYY7yh8zrN|{7GpKpUI@aJ$+hCF< z#;_vpRt=AdJ{_u-shvq+nDbW(#7r_Mxw4xqRB6=gNHyr4&63S{e79(_c3Sb=z2KHl zb;OBttCU`4D$6dl(OwFL`f5@N!&a2X5%w#0!nIEWjl_fG4M7P z^j~s}W9%K)zoX}$7ID>7cF#k{ndh3`+q=dD02*^;3H)POSpGN?o^#BMxqP^CU^7SA z_FhaHh2K%*Okix86{1ZWy#$f##%L1H4A_#VD-nbHoeMB<51Yqut7Yo@(6f-QtEv>6 zChmHAz>@Ydkk>x6xkm>1Y>Wk4K zD1>};LQ7;t$Cy}57v1tF z0{UG}+peJOtU}r*htbvMwkxv~P^>0OO|kH=kMYmWly=yy9uJ%*dyjot+>w#Eu?4nf zW#KMPMn$9_w5fx!JgRN}s{-zp%R4S?0D_nUYOom!^K@b{&k1lYkV~K#vwial3Q!hW zZ?tm-Q9!squ}hAB|2eCz5#!i*IGxAPgK=lv{Jsu~qcoCVXwH3*R;Fz2MzO^fpD~@N zXE4jHkWSwOfYYWy#U~I8LK+KKDGh+cz|n-H;M()fOMlXx#CwUgUgN-wQG-D)LHM-| z?;pBIBfFgtxrtPR(8!*+-vvSIVM%k1b>o#)LQ{{VCi)%_@kJ{niJ4Mm`1^02tm$td zfDe6Rx#o;~Z-#xfz%c^gvL@=gVTeE78Mg-uZqwEZHC0pA^G2+Q{a1(V&?&^xH5RrF zCjyr?Q@jVT_Y6Vt7^l=5ky*wE7zd->qQ0jZ8UEJqiqkDI)+w_q0oQ|^hj3ND3n)3|tkYW`pr~U zQEj$e&?r!}6u08Ry|}x3@ZuDAcPsAh6n7}@E$;5_PH=aJFMZDYo%7@TO|r7Ga$mA% z_RQ>0n;5P-aD^R0-zXw5VBl}?Ud;Fpt&fNm|a`qDZ0=>Gp$ zKNCeq&K{qb9oEp=2*}!qrRB%?weXYP$98Y8)7$31-Nnqd18W~)Vm13wlJ>S{$oPM4 z?{?Oaj$#*z{_7X8LEQ=YT|J1M74-MtDJuV*HyY%7LoQe?OI<+!w~k^V0v4ij@`PV?O~;!3isdQ2s2YtIlm44Xm;Fl0<0`VzJ_B^-6LL~IK~+7hZJz-LC@CJ{-H#X zrzyFjCFTAQXy!GA3|_n*31r#?;0olsvt|M}^VVU8PC}H%KJ)?Ch{;+GMpvqsH~B{BT|J`gNHj~F*y zYP29lPhwObdk(6vDvCBB-xR4At@_x5403+BN8Y`xWP zr6DS!H=Zg`n)WZJ0{K>E6RSt*GYQ&IsYmfacNl!sfON29W`_Oxs8mY7;X zfy{|>APEF86EinQW2bL;9&FIoX){>fZPn9xdm%hYWzgud;gCqm6ZP3_O1t6M=6yo) z>`Z%nJ-r1_T7O+%#vjA2l=@#w=r|N2)+>YLbe%5H@VKNVVa4kn;f?LP&*kAsa@e6Y z_^bdR_~Y9)ZCe|MPez66J#T4 zXE80n$H&i=U5flIDohAVU_uc0Kymk`Ih?us1xO0(VT~d)-qEsamn-trO^7_uL6_7J zdz42mu@d`A8#X>!%EN%}QXuDs`DKXDb)qJ+pOVwES!(r{VQB3D;cs2PQNw}Er!WEs zX6(H_ho*iySI`?6+rbG;cW~f1uKpPOFo&$Y@qJ$4u;%SVio`7xqyKbQH0E$FW^Bvs z19}L&ePs;EI{oBi_~3#*&U1125Q0Jjae)is1f>Z^X3fw@zwzdSEJ3~)fBqP0crsRu zn(KkG0F0<_0o5d(@RjA7sOCw6Wu_M494i2L{pcZ43k1ptG8t_T1ER=&dUJ$5q! zOTvUceXExyq*8izUy^GOlTT3|HBcRrJm{zN_vbkao}7dm%uP|(gj)pGgg9p#*pJ|! zrhn?!8LrNTc$)5S%atLMd+5bWy)@noKBqd+A=Pec0@l1rw8>Xmnmr z+fZvqzX}`bGNWeO<<9b0uFt@1t~OXm?-6boi$81q?cM2y}VNmMfo_qvMEf5BjIjDQ$E*x`d9&hXX68FpD86=|ya+#A%VfwyR{4)!JE- z9X8ePp@41ejD-8 zP_IAN79(}uIBu5f;M68OK`fpUA%lV;UyUbg6Yj~tk-E|`w@y1k`LmGO6>p5>7aN`qq7z} z2`NVAi(ho?Ib+Ci&|t2e4;1~c%BMY z1hjnkYGmB7K3bQ`eLt}JFOV`?=!VSCyh3txWMmvg@OFcNqe1clyIsX?}@9qdQ4kTU)?iI_YPqj}{4I3+45`q9sjTemQFZIr5-%l#~5a zs)9rz6?c8XHZ>6YFF*h?2Zd>q>*{(w7d={L!XHbN5X)UYTuE7n>XGz!6P9<$DFH+ST)iT)+mdqXu?rEWqL^{)ls z?ochZl~k@PjyKtY75h*eW?+HF@k5WH=W~U&}}y@eHkMZT8J1= z2!dg;DBzkMLU;nT*ru!?$D<9=1d-LPwbaQOQ%mBt%g~^mI0gWnL|-VFBY24Vk0c!; zK7T$qS{OV()-Vc1rlXcQ%lr-N+%f?Vv1L4`;%spD8*8ZI`?sR}iT`U&rxf1;*&bB8 zt6sR@MUMl;#f#RXd7f02wPfDk?!P-D58>lyYc>4=$~aR*3-O8zo#w|#!3hKI2M0uE z%L5GNek-BT14^A-^)v{2S0WTb(k@sO%KMeV@;wG?(J#zsTZJGybmlW%zAXUIz2 zO}70huNa5a(22y+%klUXRWw>qLuTunt&)<=%fLb4M7gf>sB7ODq?JWK3iJM3MVH4SU+S2xn-l41Uw$x0)Nk8Vvv9{Bl8>>O6H*D15T#Z0lg*%foh36ZU(q* zds0izI1F}{vS2nS20Z^xgo~+j}>Q#fE)4IJCEv>#5WrgRm9ZI3Is``WhXY;c#x! zcBp3PBWfqH>LD_iK>Al6mBk&gJVvUY=-0yQ|B~9kl@W7I(eZCe1u?6D=|(AG|JN6f zk30n4+H8xR%3o!og@FzlTU5?r*3%)%v+!<(V*X&w^Z(FJE}E3E{_c$Uq<`6Cf5+R) zk?e=3npi;5&>Us213{hbZY1ci*6{RXd#&D~zh|7iG*-);M4BeYW) zwD%>f^Sy%<+$9umKOO$QA-?}DxhZz(7vClcF#x#zZK36u_;q6ZwhtJR{Iwe1kK5IR z%9tGeq{cg$WulZz&Q@m!K0ZVs`{O>i1eX(iHrxP$xuo2439b@8dNX&0H*R`z-Gz{Z z<_8#W*?nrximGp3W7|Lk{q7yn$b4<>RoLV~2mOoB6vDBKaeEqW)t-_6aWKadGoE`s z&@(w|@P>z)5o>=AZk)*{?%07&$u@DBzwSALw6aP7TrYt`d^qeqE?nHiPlA#^@r|ZG zM2>95Q=@~C|4f~ToH)|mT0?23-J!3Spx(2Rl6< zh+xm~rvXQZW=dMIfL`N?lb%knG7j1!$XR9pJa=Y!4;)$xp_KE#02?7PMI>;l;kVas zVR63JULT@$`^|TJAxMG8j+r!cWOO+`F&9hC_zI@)L(e9WKAJfEEiqswTxe*2JYzR3 zBHO=noC=2MFjAr00-SB6O+PAvN$T-6=baiS-k7ser`Zu{;v6!Kn3RO$xfx$6Q=uu% z<+b{6GF`zg6qW{28O}yn5XWuapJeno;l2=2dW&9?z~@5JpFC3s*=MZbVNHs{y*j^Q z81C>Z0%ExD#=`kt4)f6KXZKZEX0SJAiHw?gpx?&BBtDjr|L*i<&&InC^G=~KD$pj>x-MBS{ODh1N`o-8GqfiD ztMbVzd0Zr~kS#L8t<=A8ylEHdpS_<0CINi63(Qj_6Z#mfBr~&Qv<{WF97%Dq)tpM_ zMTH8M!lIH6BjX|H5|>QZD-0`Ire?Wf9WWCWhj$BU6}?86s7l2{)X*iebpeKV1zhdy zK-_RsW3?9uS@&F(MqvnE-8bvCD348`cBpcy^8uREC*y=+kN-6h364=q<_lQ=Z%R=q zn*K>DQM<`nRF$OL#j@8y;^_BUx^FKH%r(B9cu)SqR8QtFRG{R=4f}~q8rG?jN63Y3 z`rk?>4257gs~XW&rdBRyd?Oz==KZyA&qfNRR}z&gKyEppvr#>USn%E6z#wmFSd&P@ z=mCG)+!+aeqMxNcCLCBBL2oOK9LL4M`diww%hjA!CNz0Spp9*wq_sq@6=Ah6>EdMS zuP-r~Uu<$6x}#AOl8j~``3H+#U%WO>C;q6uiKcq$yOX}859vYF>{XE=o$r44p(dFp zuh+&O4b1^@v-dZ(FPgBs9ryGLL~q=Ua$h*w0(mC7Cj{4@yD1F67RORbZdLs7aZlP@ zH@m4_tHRl;O~i2Z6Non7=Lhin`gL!M!Ws!0gj|ULcI{bx$GCeXvBwRyXDf4Pi?I@L zYP(T;fycveqM%xTq}V>Lmv;|zpx`97;L%> z+;mr}q$y;FJ#^kqM%E^Q8&wF~_I)O~2ydkN>{F{8Tz611{vUe4JjX3`1_MLQdXEE2AF)pWIj-Ar>m{AXE$ zfF*hXpMcYi_SCkA?$A?EDSDn4qaN3U-p5?P0Y(DPKjLE!2Qn_paHZvO?ogxNbo?9q zLdF*6z;6SSvYRQU+ryBUzrosF!q9Z&$aI3-2^fh#Jx~J9YWBLv>84^Qdvy=56n(RC zSw@scINSrSznwmjrKWW7P-Y}IL1OY7dg%$;x;DQD&F`f<8Lj?_<+{1xMk6}$8aw{O zk(l*p!r?mWyx#R~lhTN{g-@}ewR?T$vsEy}+ucSTmD$5!woO&8sePCMbp+~mD9L=6{)DwM&;*BJh+xFo2M4uede>nhsQff+>9bv!8 zq~#j#JaGHdE~TS)Fi9O|zmsx^BbRCJTP-zSvQ$ilAC8R_aPfcW#!A6NS|rQ{ zR(HQ|)_70DQqMMVe9hNVaw2829eCZ`dUs;C%>jDgKAnzE((_e4v%2oTj&?7+0zu3J z9}QqNbm*L8JP|n2nDuLJRxs~nEjTAIO5xk$B3OhH0zt@WbY9I2b^00VI`UHfC@_d$ z9C|+itaiHAu>}rR6Z86bzjt!9Z)h{op^X|gH*-VJ8b`bHO~}Y9V5~Yo*V6EO;;kXw z>Yb>)?hg)DD3ow&7I_x@*W6|&RTPevs|fvNzka*8ggFbsdar8;2>!TNR~VtX|1i7Y z-P)y|_-p3+a6V`4(!3Mk^|#i4YEJ~5=!1$51-XVUwIwTpK>isOaH${#(2xR7I1xi$j z*=sECK5pt2pY?tmsQ)2e0xZ-s@1cc;SR8<+q3>>VFkTCUXJ+;7v|4I~?3nAA<7GJHlW?+<@G z^yah6t)tpWtP&7ly+(4cOvH=}}SPn^5&jcDGrR1RD~_8mB+X%su z5OR}atCJ!9$$1tPFT&40RU4wr6v|yDW%7Ph{UPDD$K57SJ=l899)#6V?x~CPzL|j2 zJdD=Cb}=1~QJh1D!NY=yjKb&GfQcVcV|=);-m@}hYd%!bA3`wt`A0@;-8Tn26K2izgPA5Fb6^1>ffh7 z+5TfSEJ4$jzW8^C)1QBs7H2JVTF!^~vs+0z1~{4Jz6kz-^Tgww#u;61E(tyANXPTA zdFZSVusp!=xe?CgKXpF;*xQovWjQLS9opBZQ=nB>J4>yjUk_~FpMT^?EeP&KkrK#p zh?P;js%OI2dYc@}3L@l2;*U@R>4UVsV3h1E*`j5l^^*bZS?HBImCfxra$1EO3Te<# zK{6`&t0E?LjBPYrTi0fffz#f3D}CAJg0N|al$UWK(hc{O1Ys}piWJ?>tCxkMV)=3) zUMozGkrS5VMn?^ot2&9OR{0d{676q{wp?_?jJs^9gWQn38CHp8DwCgVoc_|xDAxx8 zjdky|-T_Cnt2PC5+q@vXNhg-398xKxx2#WlX~zFAtQpnt$XK|%U=Ie@)W>b-v~ zJoy@r$pd3#bBD-LxuoI0bXr=7#rqb8R_?gs1!%8w;Y=FYIYQs9*_?n*gHY_T~ipX7cbaq zOxAva5P465KeEfcWY^de!IZORcsQlW6fI~@mD{*9k<*__BRw-SA%R8gFZ^x{`zDs% zH4^8(u}2=iF1WUCLQ@y=CA-m*o)&pwp`VRlS56n`?B$0$|LDgQwx_)GB-g^^@Z)j+ zoolA}xdf>%l+z5Enx-z|VI#0*sa`8>E#_l)YN0Wg)i)FEV@enj&Gf7xAx%qq(SSsBVjck6C_iZUF+|0VL3E-dD01_^kingH$ktlQSq)kAb zU+=U@qveuO0r_POM}$bb&l8BuN<-E78D@#JTb%VQ68}iRTZL5*Thbd*(Dr+B~~ zgyS$W8av10Fz!G@jl=jmeQW2Yn`i6{y!S@o%@PbUIeg$u{S)pA4-E~42A$i??R&aZ zTYdAZK#>I`z=2*SmRXxehC*C@^W?oju{)?;6XTsA_vvdfFY+flb8{9o!($Rdnn`9# zuaog%E4TpGV}6-IL&LgIrs1ii2I%kcG_o1i)+8C2X5sg!VffSz)nR2T0pR4ORvri>m;HL20@FA)NTAp^3?6UU zsxQ0zC&2axMer=#?uk%D33Jj!H^DWa>ShvC(^J`uy%X8_+YQ`IS-pG5)b!lB59L|X zYhf=KLEG(-JXs6fsomG z|D(R2=uER1uCdV^Q`d~=+TO@M_dI4wH$xy4r4 z{gCuE5sEnp1e!h*8AXpPUM>SJr|=32qH9js9-U?TQ=WA*qudAp~(A`rJj;o@;1eePyKePq~sRX*opCOc~wYSEPS59&529drwh zHA)@SwVH$d5THzP@>qy+T0F>7Qh(+&TPU4F`}C=Tr_1j z{D`epp|2vHQ^yEE7E`R-?k=|hhX?jmA9eXy?3 zw2r?Js|bKWF&%T2U;*-^n$M^O!pVl`*3t)Wx`<7ITcUOwbsqw~dk|-o8L4-WJeGjB zv{qnOb}kR>&)o|8KICB|wfA%CynuA$Bp$oD|tX@V3c>ZmLcfs z6dCe39{;GCWCqCUO&y?BNa0;53(!I@PMmy#;Dh(Lvhher47`t2|~+4J(D`)dec zi_l~5deLlfor?}q4FL^&qX}UEz@>}*CKw=-jvDRGG25;+Mb-Zx4KRggS*6pU{f@;qvI0t{2aR;56+Hw2DA}FZ;oW2k%U(;dFkX zxFRf#xG$aXM?AT)^F)nCr7bRI=U28NV2F`YO6dKd=yVL?OP zN$AfNrlm?nG!P()=NgMkF!@#h*btNW@v2$J3(VxSgT5yEaAlRI*~pk_Z&J^- zp`hZ5h84APDoN71!c4xkq-gbS$;4|*F~8NXX*$F36u-vC{tOC6E({UDN<>M`y0mjL!9q&itijGXE-L&6l9U-!K%glw21@U zfThENa;VC}TmVRoyRSUU6eH~yvxk&itFEg6ul46}61%KASD#V0!J7%osCgO3s&qFs zEK^>AL_yhxGBd*Yo|bn?AD3>5O{UZJ&*(j2@Czj31G4)c@@yXsE%!uEVR@>VBE2 zzszL3h0JFGCXuE;J^1#-h`@JFt_OfgzY9WeXtacBV7!-^Uavg2n;XyK?=_qE)Q^~5 zDy}SKU&5Vwhu2TrK@;Luzd*72DKTo2apVz8{r+g%6DG&5%bw;AS{X>o6wMc?xvm-Xo8fLI3pB$7dNo}ASbN<4I3O0Xo|HXl_D_B! zo`(Epx7LNn%ZkIkN?UsFrp=fDxezkhJZfUyv%>IQ}Z|s z=nPDmAV;ugJMdSIcuw2LI+6hG;o_a4e+;=_RfrGy$F;P{m_U6?EhI2 z5?d?~j1(piH%pftkUjp5;V=iCFUd#vZlYrRIG)X@W7xR)Ezc{&p>9rd)m@pFnidB> zlN>rJQMLN_9~b~&^wzJ+Nt6*lQ9zVTR4EBeR@td@KRwIrvz&py^Ek6?K>$+mHV_sZ zv)mHzq6RTTQ`_Yv$EG@@<5R?{W2IKy(vNal?rAcleVf6&evCQOiJS#i)228&bo9bY zz9r(WS9kx8NdsS4=SZTe+C6Xp#NuBA>iNcD`i7_)jqZB$m)k1U!>5$hipDLTV|}=G zJEj^q3OufQX6%-SlQ|uC)*fxnX#arhe^-@=5FWq9K7Ct8iT|30BU_=o*4@TynWr>r z8o1u`-w*P;s?|`Nuij;+WoLK6++l_?#n0=0l6EGF+7+zd0Y(C?63|Vr+@ZW+AY4%jkxB5 zT|01WG}H+}_#H{ijGPW5W;!Dn50IMp>MR!Y-+3Aq3E|t^42xu%oozG-+fwZ8g%*x+ z_4>9reYT?Ty)qpqhE7=QGq_q|fP}=|b+&yjLFX;B3t!ZKU1;V9W;d|u@wloBqQXNn z;S~_>7IBi>KCUGT&~Mz0N&Y5p?DebGP+pTA$4Uf!F)VGdl8RyG{?Q_Us!+=*Y%hU{ z((~LM(m>TBHw}V(ANw##tR-q|ZRZY0+40j1e-GT6DyJ|v7*|s|I6%_O$}dGO&!Q4k8Jp_N-$p(@$~pF;IqRI zek<8t<%c!02V|lyB0cROZNB|>>jR7qq1;ANeV-Z2%65!5OH8PQ;)`A50%iy%czzXv zlA|WpnF{7lMh+=Dzn0*oF4(dS1(`n%!EQqol z_fY>R1oyir+#lro_)ZxA(ILX9nbXwaHA1=lB!1f%vksRg#|{XXulqM1)mx0aJ`IT` zDv(etHFG@7Rf!4MqD0E4nK2=rDe2{T$9T$d)u@za9+sxon4Y4w<-h-qCmSeuD5ULv zse#G|-4zE4i}n9%f=W6defRmLx+3X(2LvC&_|OL}7y0Fy_6N=L=^;^-(mwCuRG^N?b5K)to6$+(oma5t;?9*|gJnVIzCHZzaOrS$8FIZ( zh6(wwdljPEY$HACl;y|%QI*|06@jYp0ZoGE64{KGqAzG+*GK2J770mCTkpc392A;L zz1^@KzM+~o!iRmsfhd1zEWl4~Az)1MR*UCW^Eva$a(JB~&U839dHoX|O%Py8u z>J%~?S2}wSjOU_aB8u6gtiVXOK!&ynnEkAM7Jy8{`}ab3)RDv6?NGPYnIAbWIt-8h zJ;Ztq#q86r?mQ3v)$)lG`n6gInmoGr{{yPag#qmIzWj69u1&no=Z{Ao(h1N3iJ6c* zpbc)4&I00@cgQ=R24X%a|-u zZ-1c^iLMuWyY-(~?d4QZ+9^7Efz=Td?&j&B%yK>|()CH1;zgh%Z2}#Vn@)Qpm+t7? zxaTx#tNcWH4=I7J4IA*x`}~p10U6S=M6-i8JNA%oBBBfX1ULKfm!IBAf|(@cW=R%r z_uL}qcx#hG`$y}@eE+`CI6Z?Y-rOJY!nkQn&65?H z*X%NekmlgfTKVZ;n~#%jcH{aQxsxcL&yBs zT8i|thjrvXq2v;FzdqW*{=hOeIU;$JUDBzPSaJYxsjb0x2GWj8PRXXjD}NjSNrB|j z!|4teUH&j!E`yOy{{MQHYp0b@$CUYYZ24*13!YJYl=4uR*ap_8Sstc;g`^;144KB*@; zp{(3WldMF}NsB5B8f7@{k4OyhD3nT5C7G6UlzJ=ZY20Yz-d1l;AYRt^)V;)}e3}-@v*<$)L?<)d3*`hA-y2@IprR z*cWI+Bbz^d-p#+_>Nh#;4j}cruLCsW4orAA&O~2W5j-e09S~+~khdfMv=V8StPN03 zmo66X<5-fwuCvJq3**_OB&Rf+#Eo1J#AV*zd%-;n63~==o2xo{(`URz8$+Q@t6HZ~ z>DNTR0Hc)oyzV30&CZfL8Uz*VGLR$s{AO3-u9cj7)u6LU4P7{O-Q3N5EN?8A z9Uqi6%`j!KF?5CP{XkNJm6>OjMeNNWfIUaFM~L8~>xpeliPMYaI{GKYH5Q=-{ST`4 z>^0@tZ@E9CvCxUm3^fzj)>JwNQ5<2;s~noD&z(oN#SYE@JO&)X_JX$heIDiFLTiVW z_cN5mMhRk_ktxRDNsTd!w=2@X7z!d15(8&LvydJsomT_+<-2>NhX4(>#|YFe8!zxY$`1KJ37=^&ULQ^ajI;E(W`D%-H$Z`|zyy#Epq z)rfV!X-Iwd->Rr7XjVXs5Lt!;%?FicyN47dmJJYz3>W>9)`R&_KX=3nn;;_*c5Y!t zJE+8g6n6ZxVU-b=Z9%&_0OP;F8phRzkF<$tn;5MDFH(8~69L>a0ELN0zid@N;o?`D*2B1Q)>9oGdDGR1H zb#GV?SL`e@Z|qs?iFkAt-StQ{N#c*>Gv{qi0{`QP^iU>KjXkQF(1JmQSWUfo`{De; z|H@r1cC;bzfFC?f5M0~CWwn0YwZKNVu$tP9dYiyYuL?%;!sdwy;=!xUvQ_=$`|Ax% zwn<`T=Rtm`E%YUCCxO@=RG))M$PJU^P-sq6(R;rQ z6~619P|IHLdOPN`o-L{-{FR)!11nA{?=7#z(XIG1IBmqZ$b)ONXm)aIHKDR1La%UX zB}=Z~(#v?AeEMEiWM~2h-))>QX$WW-C%|?Ouh_z#scs0=$lfbtw(snH@m-wQ&-^ih zJ5s_MlJ>6zPN1{wHXT`3sg7ctxC?X0;tB_XtiQBv1@3R@=J_hH)3_W}ydK0Cpiz>K zMcO}Ff5n%?%>3)Crh#bS64-@g>uZ&b?mBwAG$s`La9-eWULky~MH}hU&4RqEqdc-B z4-IvkeIH*`8glQ3ZT2((z0!KYC^fN!8RleWr-5fEHJ-OGw{>>fm_nhxfy<^RMRFTP z|9*UA@<^xJDY(*=_fFHG!-=P_??Y=aSh{6%Lzl1y_inzpA6Hj!>wK<6;k=*8`DlbyYB@d@2^MNlM9v#?0Ve)L$p8& z=)%*atHWycyn@~<3I2#^SVl(g-J>82vn(0+h>p+DTIf)bIE+;yUL`s%^J+iy#yzkH zu65D$P_A!`3O!O3SKmakoe3m`9N+O*aXgDN)La0G!ywke6nhByia2kG6Oh2K# zu(QCxu7?NE`MT&t%vu5zqLTTS&<$AMbW1L{^}j((k~t7T1FJqT>b2bZ`Dw=IKx*kMIkBAe>~-Ps3rR6Y;`XqTvP@8H)=6 z7~->a4g2jC>Sl~jPBXCdQu z{+Bds?GwzZpF%GFZ^}12FZ)$G?G*Z}Hbj_^e+`rqA&4MKpA!vNF9PJz+0?EOvx}V_ zL$ia!U24};dY$Qjfh7TJINN$1O3x|m8d=S(&jE?CUF){wP^&`r=TTyH1;#Q;)aU{o z^*dfKE>q;2N7K!bQ?-d~%zv!g9~2{%&Hf2U23@!uahgfprxH0EGu z;U%x2@O$_po8{C|voUJ8$ANLVb}Np|qf)~%Rd^gvlR1_DK$QsHD(pU&_n)tQCU{3s z(Xv%pxH%i3ldmq0Sju*N&Mcqa)i2GuV}FU&oFqu&hRw)3N4Z(FWa(s}u&C-P)!2@A zfopg`U6xuh_Vkk^%n19hP(9cjF^nv4R#IW-g^-FcyCZn`g!-Z%-566oS#>ONnVRmZ z+A)b)dV}FoQC}&Mf4v@unn0J8GFw+`^d;nXjq&Jd%)D+fg*{o6>1aMcX4)hT?_SA?oSPUM`7%sIF7dy*i_b7%02keV2y?iX4bR> zpzPZ3zV`?M6l}f1Z_s!HP{(`i*NtN9#g+#Vx}@G(7T}y>kRJi8o9yL)rJwB^TA3yf zx8qd?G8a;B`?%QqR5SudX!)!ifiJ|Dey`P8k|o<@+$cC$2A?s~E|$XY?ht?Lak!Z% zrDuA>hRqHUG$De6Pqs-Fsg0JIk@{j~uA;HZ`oTH`fK*F^j$uqLFarwD5v> zM-%4M@9B7yMHDZ1n*2wbQ_m-w4uNpPcNLPxc6soi0|j7Wz0<(9u50a6YvKB@s*)W7 zJXwty>01{$GrF3zt)3pvee3Ghj1GLI3D25Zvd6E_kSY4#rUSb_Fgspe-&;l_=2C*X zxKlSWlQZ`-;QI@io7_US@^gw=L(Ez+`v_~`9;URuSf(V}KQ@}!@$Zr(YbgtgYioal zDoq=PWZzeb*g(cZ++4~5o4-n{wP<#Y&4WNmh4J635wkXKijGaZPQ)FFS}M&}0ap*9 z+~kw`C@YC|3h_QDjUn%V=IlO7*wIW+=XQEKr)f{ju1P9p+p7jNwcVWO`&IHzjyOA( zzM_D&3jec#AH5t0o4MkijGpRbvLKZb3G=RJ@{hRTdUZQpCL{A6flJw)w#onkX{sa$+^q{OSD@u&60U%e&17owJ|w9acgngWOXVm^QprgWcQH+ z_BTG{z7i9w2E6DM|F3P-F5a1BZ_lq+iOKjEJc2A-H$$jk8eE8r;2naaETur+gNy6Q zc#U?vG@2ogfr$`;it|{vsBGJlk=qJkN$fA$g&_Nqbj8EZziNEE#|m*Tj$7_m_agUyV!(1Q7MeS`A+>%DhVs1svjNXBv{0QIIh0mzC;j2z3x2%Lq!e{)`|!;a*;Dkk4R? zfKXCnXl~2THyh3qEeY*ChTcJWH39blszbu`E~k5%?>2;rC=AF}R@zX1SA3>|d5zD5 zf}Qc9p9aFEg5u68-gS=*+E-+$nO)H|x)_3_TeFCUZ{gGajATqoNAWN7HX22wr*KFm z2%Cv>2g|tarbVtdEF%KAaF&NvDUz3^tro%F(iqvKkLSr}!j|_VcI_+c^P{0cWn5RC zk0SC>-{7?P&4L-p>7^o99!#x5KhlTi_fz&XIAnqiMGYpF5SBkT*|Y+5U0<$AjlOK+ zuB2E@JISLUCuRC8y^m8*6JL2}-+ze-<_cgg@FkR;wHm_q?S^1;=4f*f1>DFt^) zxfqnuKf$-Pw#Piv_;yK30qt{&Da}oq{L9h4;D1 z*N?ltf0ds#|2CqQqZERXP>fwtuwAC)TNtv$x)iw9OMPNn2!Y(|*1%QJxs`rL_OTz0 zqSKHMPCQllMeZU(BK>&>k%WY}ZvkMKjt^C%q!z@{Prqkvdxm+2_U{tm{MT)J6`(t2bmpW079JQzrhz$&RVipspc7BSq`(ba{erE##r_uAd4tMcW;~5wV z`7KJ4rhb;BD0ZLn!^L4yP==EQx*2+w)xv^=^E36im=P=KuH;qII{Y$~8F91QCB*&Z zO5ZPF4GiKBfPDfg*S8mEs#2T$6;nUI!tyi2ff5exLtEmV%>TpFJ8)OlbzQU-R8X;P zRcy0j+qP}1V%xTD+qR90lN0-%=e^&(e_`+4+Fomp-p5p^lI`e7wAM-r!PQ-1jbWG= ziVuaXvnm6%=!!zZD83;ei(S1iHwO40796eLsq)HV1x@>=k(MZwE;4q;opIZ+Z203X zUD#uOT*jnc)~t%NH*q*Xq%#$Ir-MOD^vFfCe8tx5&Yd{B&N&?nhyU-2`(I+$1to93 z%o|gjLEkE2mFWA3mYPsm+ZL3w(@h;NW)CQEuZ?&0Xg?~rpC#f?V^TO@X@*JSFV1zl zOntulcgJq*H5@5#C9MB)Ti!FDX!-@SVdFPBJ}#TV@_CHN zjl5-1#8RB{{>t1GyJvnQ0$lF*q13XJWXz=OTxDW-)~XsdsS@QlrCshn<6kFqiTP@G z;S~)Om*!J+f>#yrfA^}sOGI0u4j;c=CjDuJ7x0QvbZ5kl20LbaV_XBK3YZy&+tn7k zz^iE%{f`QTdiZZPcM|n{Sf46K?%48zkBtc8oLf*c(j?@6?>nt;K*`e73^wD1U-QB_ z-ZQ@N?)L_LtnPn!6nVJGP!KkfS+ga{eXS;em%_1Aa51x0X+%zk@U)afO^0E&!cFW9 zR(?6Y^fpb}>m?Rt4L&2B#X`4Pm0Zsd%>eO3$o~c+SynENniIxGasH>-sm{VyTbfx& z_;G&32`>QcQ45BxBgEnrqePUTcqY}A4r>QZ4fk|R!?;q1g8A$buo!f+qANztEO!zQ zJcLdt*&?qCp^oAJixie`AtmM$m>R8`l2Ul9Q)jv=1f>MT5 z|0)m1a1>=cI5b3}{9izi2sQKv2p?hj4Zk0yX8+-n!S*X2k|=v?Yid$vdP-0@n%W;^ z@G~-#l+-l%YQw4b>aefI1feYK1pErITzx*D&yMPSbEIT1_1$tc6@_R&nUFg3_w})V zpQl#hI_~1t?>pk+2X8gx5m}W*1VvWi6)q%|Y8PFGbw${RpV(y9XHF|u94qFPpch8{f8=@_y0$E= zK)JoqV@FsI^H}qBQ)!r*V8m+&)2zAi|JRi^;oMR)Pj}7pu_d+~^R*CQrpxX|wrgCf z!qpP^+ZyX^=vRJxd7J?QM;v4XJ>U4~xPHj?0vSN=rS~Tx=k2Lc#TfKeDbfuqg{VP< z0I&xyQ@~bN*p<_14#mGn##wNBr;(IT&^ZC&*1HE3uX}JCH+z2T(+zH)n(5GJZ-xf= z%BL}bubk~LauGLUr0ja_fnmc4$v#Ic7tf3p(+=P|SUTe(&L5XQGPzBD!}A$IHMt1O zG|R&nuJV<}3IG}nIWyUbrV!cR4#yqiQo3vrm?CS|Wh7)Nf1Oj(w1&#b{xZ@)R1Mll zbK3E{inI6Pb2Ale4%#?~;wHO9>XR2mCp{6Zd=M}~t3HeU6Zdr>|Gy9)6eQ*c%Rk>= zDv6tQQ)$|aPlm`)?nznaKNrH7L*hPQW)DMjAgCMx)W2!S`5y)Aj*anoE#64l+72O~ zZmi5rR!Z7Es_-4AXJGQ-rf%?Ve->^$PiOm7F%jz!&S8STke6Qr=4u&G>GBk;Y2fHo zfK?yLk+6B`J20=@fkjl#sU%Z=+EU?>e!Ok15LzKQ4Lo^PgSVI6I8ISI2FcqnorEFj z2qP>y3l9Zbqimkxb(kRGu`ka}{WzB9V~qu{RBu$pZ{G&vZ@K<|%n+UL^-J$3{%!Ox zl8r0s?>#!L!cX|w28W8r%xoqM5VAAdKMaGN<34m_Fo;(-e?}P-eUc-l)DnJYkBy#s z`~7Tx^$Ge89;|G)pyS$#=DzWJ0Hu+W>l+blZmEs|mvug|*6k$6pD(w3E1Wyh4mnUW zdU}Ux#T*uMLfB@`%LTG;KoA%Ezmutj+9h}^26hBx+H9I}VWn+on6P$GT4Ol>NhOWU zjjh?JOvp2N7Ax(6Ni-AsAM+v&%`Dq?(JqCVB%JclNkQ!;mdW|HBa2-|8}g$%&ka!JcM&{k{Y7Mx;`z&uqU;lonK4%;OkmGv(>HE?RHXwx7JEW%ZnP>msww zV({?5VO(S=-GFm^`ZhpYCn4-JWMR**OW4+!=5_)sT6M_fY%!(QIca6)J$5u4A6e@& zph8~OkJzFg?-eHciuWR{**o4tWDyK4-65nI>BjQd^|@`9pE$|kG4FJ*DgX0xCS^m< zKu*4f;&Y&AM#|RiR9{{jB;-=lhxdfDjojR>UNF(q9rpqIIe!KrlGXbAzd=_4-DH3cSxc*M*x=oGbt9bcLUxS&fj zcCWHL^lF(-6KUXOi;!wOiTN$|(il5t^e%4a%_eImSlcnJMX$?htBH_1olEm4q(6VY zxw*yOuBp{WLhJn>dp3xX-D7xjTnkoBBHb0xI#bFr#3I)i3iIkiG3WV%OmEz!+x^aMSx6*16TBcET}H!!$)eOBLdL?h zlm)H%8BdZQEep7aZDSnl;}{+jhs|M~;V42RSxAr?=;);6biOyJ33Q}oPy z?xcUfZHhio;#bEWQqluh^uYCZ_OM|sA)+wZgk@!AFC&y?n{s_l?6JTlPhEW+ZOwar zhov+tg9nPKdH?|v{@={jj@VMOlSzh$24&~0=;P%sLMe+3?5}aBE?G2KnW&umWr>4s z**SDS)%7m>j?;q~WTXP%=ERWFf8xCLf>pK;(@iYhUSIN8?V5zjwe;?#fP^kjRH&$z zT$6PfBaaOFz#rHRwuTRypKhm#eQKEXQBI6^{HkG|JB6G@&1QXFpDwvtEaRbI4l~0V zh7epIAs6&G(ryZ-mzo{gZ@0~1vjo~@AS6QFJ>UnKwP&=LYZ`!fXJ+WE&+;d*3}*LhbhJ-H}=7(&d$-Ae3uI zXXv#HLV+Sh4It%2ot#oifz*0}{M)1nzwpb54>?7}s2CMr2LlUEpGD9SptEe%veKcP zy*(4$_?RCD$ ztIad0r#5}%GTHry-T71MQ%`^!(h!s__iSN0qhwScR!EBygqCA(gY!aE`fF2-BKtCE z#1tZIddHYEOeP(603`9Jc4#a5sQ8bwRKiF4u}9FE(mijCu<6h{*UYHaq($p`ePe`7AIZU^@ zw!OY4bu-z_shZza4{rq}y2d2tFNe#7=lrzrVkTZSir+yfujyGyANr0Lv`GsHA$*mGWVWiDQ$kAW~i7l16bsis(^ImO`&|&!!b)9$INsmL~Em zS8k?i-!;uF)AvFzgAmSXi{>g>gmhvsDiR9K%F6Tv>>ZO8n5_gQZiaAMHVKs?6bt!m zL6HK1JyJq_=_onD?rW-cpH`UB*~?UZTTk|(O*zQ_0cIQ~h?uOlRI8+xtL;jmB8%{^K}&c`GW7N4{Wm~ zobo?CM7!YiHGg~bVWVX-*ObQ?2 z--K}K_uPL$_S)hwIC}rEIwSA*Lw4A7aL+c7i@I&Um9$oQWbKYaJ^X1kgVW8aB^`#6 z%^k5?8xXEJYbhfUUyl+0q~&}hl`hV{hv)Yseq_UlhXRKN)UnMILSv43Fk77mZ2r0>r1c9D|kb!0UlO-m$B35jw~myb7FXTdaNXV1br z@ylk(U~^fB;&)Zh!b#&JY%<$Yp4bnS=T5S2j&GVDHC;FiJAu@h7%EihI?U%|>zzaB zwY_N>`Um5#7u4Y_w$Bs@a^V8xksZB~aL)8*wJ~m(7?}cu&@A%EPn0o;2 zagKSYs4R|0>-4eNy=P|osiJf(mXdGN;Q`LtoHbYJ6fwD}S2%p0*8S68(GKB#C0ny8 zv{|3eDDyENAKoG}*W4%wVeuSqg?J+F8QyvLTn~Z<`+*TC^AHN50)*Hg72+W)ey*yf z&WeJATPqab{!rCqg*`#PFa~5HKq-!T#%I`Wq_((x0$Q4gWEHfr2gEjdf{tZQ98|i8OJH*rQ%Px^59%?yT!ubNNJ9^EC z?NMw1AyWc_6;$%8o#mP3nTo z%qYjaIUCt$cV;atv1bH0FF=spJ7`B45!P_FPPD^(F{h>X#Kxc<;-b{1CGZf3bv(s8 zH>Adx`(#9Eb0^BkX!?|8v!T9}Yyew{kX4)KY$7f@`O1Q2Z`XEggKvL=MvLvWg{6yjKB30s<2J01LOW0Y_8e#k`GW&!~f*7zh)DUlLSxfFFizy?x7;M#~#uHE67 zlGXhe0}fQ*XW^y*s~D>FPyW%-1d6#3{4`3Nfxl{1 z9&$^IjT(V63K#;m=DT0Hk_XPE zqh=z0V{=25Kw{!2&Sy6~^fv_O8i6E@-{>oWi;g2(=HnCGCgZpy#pR0g3c?8*+~@oy ztNTh@l4(~uFOiYj!?So!y@xyzCxU0j-+ZMtq(ph4fRV&?9C1PX9&WDI%62F|b_#p! zjdzFxvw>caeGIt3MXeZ=U2l|aAwq%GeUvA^GxLT*R^%+#*0U~^eK1FNxK*B(LuVb{ zExOz3R8EBI_U?NU9QgIS0Su@n7Vsc)GpSBPiu~@qeOG@I7CivO>nM%^QWhaK9<40J zv^DASG~R0+uGVwc!nt;dt=pUk$A-dIY{j5>0~-#&^zevGx7*cs(9Oc3gIVj;7EX?2 zf|$8qA8_N1q#;UpPJlU4mZtePi7NL(co0U7KA;)!BSa@X;gVly`LUV7j1T*7$Pvg- zy{1w9OX{OeVKHvRRS!U=v@S!iXp^B;^&iqEbnt~vYW`8V%R2$f1*JJV6%eX!4v-Z2Df9P--br|5_;H&I$!@~LxC6&mzvdRZOvFPu z1#SgITPVq(eblBCXQPMm&JAKJHgsrsi3v*0-ON8N{3O(A1**Ek|J^^U;%r^l?o_(} z7R`m)lc-g8xFX~PpPa+V7)beMldLEy((b#2$6|1DH(m3{wU@yvCwU0g z>tlc1>~=9M>w?X{3wd95gDxgDGR$j5FFVjvC9NG2%f;5;SVFM1jkkTJ7cijr;+B;Y zy<>bh`s=msX&YSTmD{Ksb&5M+!m;b!E1)vUSBq^Xj?d7XyLwmo(EGZg(I_VXa9}+bAOYyes&BY+t1SYQ9&`g`Y zIfbbK>Vw|9D*X(xFRThevi*jmq(9IJhVS*i0Ktv2JpItH_MAODnuXbC#2g-W>kT4K zdP*v;5G#Us!-xCBj7B9T>`1VJRRV-`poCx1&_+;BuO+SqjqtPJ&E*%UfJ_JwSjMOe zOnCO{v*tR>vC(tg#-5V1=r~U*;=D;hP96B0eeI~Mhe5}B=CslC2E@xh*|B%OZ2x>3 zsksV1iJma>e9hVLZb}Aln4&pbn-+=33i?LWG`#1Pw5_I)SU6Kd$(r#QkG3j*zh-to ze)GBrD2N3A0w{(P+4>0c(I^4ftN1$6)qA51)-Kj={DPduI@dohe;~LHCHBXn+?bD&uIY9vEVT|+mFrO;Q;g{pprTEMEcQ)tuo&s>(9V5)d47Xf(d(jf zUopu|(PK0gTCTg4q-8zV?2u$$K+l(Q;IT%`jJj13-W}}x2ZQ^uVQ<*@V>FadsvS9I z)gc)~G=|U-j8mL%FyR4?BgT_CJ0l+iNd30Cj#k$>Sr(9bZYLn#^7Lr|sdp_oTu>^N z2+n@39BoKWIg0;u&%m zaC<|KsT~z&JIGiD8<0iveV11$7j6dXJt|5Aln_|hw1Poe?4U1eA8t_-BPV)3PP1sW zvtNjr7g3>>cJ#0!JN+_mQn;C;(pj%FWfIIIpwM4d5@mx|yD-lb--bEcwBDKtS}*_k z-eR9hNY4n#72`yjjKhYW9}Sh z42bgd<&gGw%}81=pKHHceQlU2(d7&YQYi3@9|8I*=6KhOPk5U=8}V$bzhIa{ zaJ@Y?;^@QZ?2LtD>NzJ;>j#@wdNCJkgI!NaFbe?~^RbM69-QGRyj#o`kHh2Tr>Fm4 z7l2yn>^U#rdwIa1BLC&aOfNMvVR;AuLfS2!DkY~y>T2~h5kL*;t?lVC8@){8C@FNN zjgyoql^J#j9VLX(--`oTL-GnP2C`&6l22DN+zz^*=1LUP`716*EB;N-+@=PkzCBmg zfpRa+W5^GfO6H*v`J2T8`(`?jeNW$pMTb{ApdPfBmgOHrUhX|0=fS}F z(G5d8F%5BNZYJ#yT+VUnfw?r>_X8lELey(VKX~#epZ)~~e)%b-m+2$+pSGUT&37u| z4c890e43j>b+H--%J>Od}bF*f%QX8R)?vuei=iZl`UtcM7HG|DknX61#&Yf-LO44U$aB`5TA43>l|NG(s6Hx7M> z@BaBrKZx9Jm!VL)weAK5?!sh%ek)ycEKxnO(Y@K}8v@GMz#y;EoB79ic)8Y@khPD;lh0ENQi0{U%FJTa}sx3s0 z)hM}ea@ixw653A?A>Kb;Bnb&PzobE-(xxGwvmgJgVlJ?8KVkSXrnm=AJZFTG7JW|Mylbc>w0 zxue$;YSK6IlMqxEXepzX9? zYR9X^_mV)cotv5RCbTu0c)L%uk1}Qwc`}8^Yrs`k+Nja-(VrH+m@DL!W60HMw_dOw z+eZJ3?TAt_iXM^1^k9ExHO}c#{*l5_))8?7ls&J@?a*I6KwZ(4C)H318xiGie_A;P zy$%CN_RJSz&>_-sMpl z!u>u8#LaFvdK8J(n8kh^;$0>Cyg$$Wrllo0JM$JXH`GyaVO^gYcgya2d_9FROz9$T zVI#Uy7W5afa16ncGF6nRkgS~C;vn=UA7FK7H}W;))PPCI#4zFmlR4>xd{|1$vY}Y# zV?misCgXye?RunI#1Bm=jW1$mO;SVG7Q@Jjzz#q)F0I!a{JO}|O{J(mr|SmI+;EZH z*dP~M-z8U}Y_=I8fKdOgQB2&~KsjeD$U4qaDLK|wEIHP_MEKcjMUq@~zPH;#F2sp^ zeYCqovD#Yem!Z6&SCV0{$TQ_VEY{>o4Iji^yNPt!E|YKB7OkzBlYc39akQzLL#5`a z_6qbaw??1=Ymkl_^bpicD*mXx5aCW)>HG%@O*+LW0+j067nT z4a7ruj$D9hn#<6p^%%+GZ@XV?WE!*$;)-Dm&@iDa%^vcX7f`ONT5gAeow*#Ta-hhv zs;o6C1rOtb0&r)uzkSOEW+pyauLmXCHsRGmtwtOJ6I(5=-szPGGOh4s=T|5k3 z7ntt@KP=yr=TRv;^DG=N*{74(&bx#G_MGQ6r-2hGo4j#fA_n!9IZt8E00AMSIjg2u z#lGjxWW8z`&~dCsbepmz@pii&VDZjh*0~TvIZ?x5jYu)VsjnGSHlyY9X5%H1Q;II` z%GD~0jv6UpwPBw`duKU^0Ax`-I*JQL+hA=G7Hrp@X)2gkfg^o0b;#V&2yA|jYdR_*(HUuN+w6Xb{MAG54Ww;WLx>yBwJRe6XVO8gSReaMMByW3) zbYbkIa7K%ToQ%cs82Q>FM^-TK($j=ER5JB-Datp*IB#`a%iUM~w#9W2N{%iq{lTOi ziAo9=nH~RRKWubTB-%2vo8Jmfd>c5|Ej_}#SN?D$tG7$xRY~U_>Bae7Q+WCPqym){ zpH&4x;%`rU5}U22Iv+Y82(!R$Fc_eGRtgJ>uHroLpyu2Z03}~xzeyER*pU*LzNoA9 zu8`VHWH8*CLxGJQhm40`Mp!)77(cpCelg?|+ZZMz6uBU7kCbp71$5)G{&V9ZHlbJt zTzxa+oSBwo{IS8yMRWm=FQ#iUVBeNS^&&7c#?Ht^7Dc z!!;2H4s|Er@oR(4M@^|yr{BwT^w06seY)7}T|aoO?%t5;=FSYs$x2JR@!DIf-9A#l z$3F??YmrajdmjsLg};UTusaxSSL3Rfc4(zXI%R{1V-<{7;+Q|{CmbhuVP05Rw*MC( zy!4-OcmCJ^u8QzY@9BC|jNN8OGq+%LN=rdOqDTF)Ib`?itvFIrm(w&LF>c?To%e7y zJaMkeRO`5b{nT(#{B2=GMr&=yXJ#h>+QM!;f6!QGzO}AO@T>9R(Ib~sxD1gPu?{H? z6``<1YRy^vfVA`^E=#Nk%qK3}3d7eLgV|e$iW3l-j}=AL&2tAOUt($~G#AQv0>WRr z3l^=AC@=^ghaJy;#Md(aGKQ;D(;TwiN$QU`x7mmw!S6l5ivdot8g&JI!iZzU)Smd= z8R4|Jv*~KO0g2<7ygj_;AmC)QPeN22d6UVPTGH!&BDV>wa~AE~Ez(Z8Bj%*FXzVFJ zhkY8^*BZ}#`by?){=VD85wk5{!@5+dBsWdoU~6mk>eUWd0(`# zgZCn^*i6Z{0Kx7jGy!Y8EOaiP6!F`{E)4O*_pdOSKfpJy@xewBuaN# zC9{b(wl;-wM9#hQUam_&U}u{e2YpN}B3s-aQ~GViM4*ld(Ph-c!RTlors!+Q9+Ma) z+ZXj*^F>k2Tq;KP>1WQc-6sN}s@dM@D~N9scYpWO@Qo*E(^QL923L*!*`f?UrI!sh zPsfvB!y$6!p*+}bdUv4?KSB{SV1!6sTlFrq>!C&I7ynn4m#S(>QeyO~BT05e#SuRN z&FbsSx%;{diE)4#=%)A`G&MZhBK#aju7`2w)4fXN36`ds?LNa*e8wiZ4c`I2E6_6* z6zq7b^grsn>@KEeB9HCWl$DBPl~LEr3hXD;0DLjQ;lzVC%fq#<(qst`)A5g8FAd)zs+cPsq?28KXu5&*Xqss_BG>rg7H55lslWWX!cBNNkkA zs3gwQrfYIrdnC!I*zA*~mH|->KizW3rA^%FQ=y>2HEBUz=6R}H77KveXY}`;^{xYI z3*77zP;%L+QAK=ySG^Gw)bT`vfF(^GVbrhW;XyPMwmWxOx%%7>Jby2JkNm{QlSWMZ zy1-3XB!Z2O8ewuo2p?a3&9*qc{~se2h*Hb?H>~Nt&$w~C9vaP$d z6f&s{Z>;pcAo-QIh#x;lF1=(~AQ)s0qO4x<>j#L_LO7IVE}Re4H%!U)H1T=al+SNO=7?(OSJ8 zd-R&Wz(f29i9Jw1eMmJ~U%L%0Ihm2`xi$N4C{7WFG%IsFP6AtSLkRllAFLyxv60Yy z{eiB%KS<&#-m0zHcCz>6@~+5O5NmMHnA3(Z8!_*$$`cIoCD!DBgFFQ0F*Y<%Wm<$h(!XFHF_rl<_Teum;irnCKpmz7I-a8 zp+k?3ELK(rF%uT!(BjYNluCh}eSDFq$FAJ%u!%!W;c~|H;!9BDg8|@I^$SFL#}8KU(}N~E1K41mwVGLxbC`S)=lwzb!w7*!i{ssGRI8==2nDk# zg?jz%%>YT&?&Xtjx7bKjGMn3_%8i1$vSJJwQDvAcl*8^NwYYZLRXorWhWpRYxtqv8 zOWm>OPX*Jp2R5HDYfE0>c>d*Z(mT*t5oXI9C`(!BYSU%Vi*`dX%lDl9oKFk$ing+@ z-S75C=9Jf&#hw-#?ck;#GsQ5cJPLM11;A@HIyeuhnP#USsUE|<2ls`p$pu)_#OVzH z;}e{}!M|tD`HEGszJzvX-9WyU6q<)};!wpSz1+{U(19Qfxx>|{vkr6S$rG3K=4_%eH(B2h%e_Yc& z`e6~VTZ)~1kZ2GZ#-pdpm}E{VTi_y{-OC8~Qq&(jMsSLq`WWd#IG$e0HJUREB)gL3 z9jN~CU@_ygvj);(nn-3GqAwWmb5Z@NwDL304gfRkf#}{-E$Ee=dWVi5-;ScxmHZ?1 zn$E{}AEhorIWz_5#UlC+HI0;?=|fPu_Wc`69K=r^Iwbf>nbEz-cha%*2#OKQwHH5+ z;R~l#QbE@O6BaaxaNE*2w{xPp%g6R_EN0*HH2W|*&5!GM&d>L!5|SBANkygD>g-WB zg>TbAa=`FJZL>U71f6s*g79)7Er`g&JD4}(8|>`3(_PEgPdnz-1~#7-D9xV`FG&ppwXrh=TBf$c{6-KFZ6_T`n#za?jGU z>%6>jf8v9g05T+$N0g@{cnQ%37fB zC)r8%6qJ~Ji#&!)OIZuMLA<`4Q1+0Jf6IVwzdBOOAmgf(f|t;A@f(Jq=!IH&!f7)n zY6^Zwpt14?M2;bG6>k+_<-17mzG8vvjDCuCbv*i^e;FRgJi~p3e5z^Ph$sP-*lJt$aOABL=Zx%z~*1`4_wK$x{SSaj*7UgyuT!_x< zcd$<~I<&*Si&}fNWzy8rLK&G=O`NWsg~eccaJfFuOf~8=$l-Xj>Ec4|2od%hHOQZ} zboVEe?YXZkwQR2VD9&O{uZiJrWR?C+(-1+T`zh$dCWq2oa?x0P$_gqa{2to6C!hCQ zg?h8yOhbyAOm||C3%ZM0iN%g)+vSF7yw-t2(m5AUi2(duS-LWAG{&$e6iza#O?O`pPuVcPNJkPR;VW{!k?O&4CUHr86iB| z3FIZF^Sc4hy^;3xl?onrA_SwkHVoq)!wpf>P@>JOq|G7Pk4K5{7#`F`lcrs!Y&iA8 zk!Us6w#d=62)k@5?bDTBFc`>$0mMKydL3OMbS?RSoZ+nGeRecxtCh-tk#g#rZZW!~ z23sh>s(iw8dhjrr7n22AS}|)Y1YH#49IM8N>0Bka=~VY; z_AUGe&$W}&or@8qf1g`)F*pqk^7pmk6I;p)^T~ql+tNf~?=;)@&D3ivtpGy|+RKV3 zBbMBZs=~Hcb7QwWus}R#P>Q~ab9=a^bYjX z`si(>qcka7?pwBvSa;WOM~kj-ULLx-MTG}zCwFNHc9w~llpo|*G4-E&!y=A*OU)LJ zb}S3}eU~$`BD+xa@=HE0-K6nI)W;df9G?>#vnQPFl)STFx^7$QwuKDipD>cTxYK~E@{J%E~kMgnIw|o2Ml1f&? zZU&XM<0(PKtzq(37Yy#Ew7oW#u@}#8v#ii@0;^DSI^9-X5I)y7y&6qtTbaJkn7UEq zsS<~C)V*J!C-;0E2S`CQLsBS5zzgZf$~)hKm~};Lw=@qA)t&1yqZ-45A{c0CYSD_M z@szfA0JDogciOs_uCH9&L!&4Qrn3CruhL?@%JHFj*^RzvS9zKNIlP<=8070LR>92d6tFN?1hn7X40u>;)gAmT zydLY#t+4c!F|va)XP}EsvXR4w$!(zq5oq-U?(DjOj`1=g3GW%+t&Yy@;^g_fE+iAbI;9*j8*d0g$0SlQ&|Pjz}u zi?*@6x?IGLSHZ8Ky2jO$d-cPWCQSg8bj}78m9sP2_7>gyk)6O3wor}0Yu$TyphM#O zwv%eQ$ar}=39piBHhk7{yc{lM;iDS7J#4GS?A{3Qx6h^kxx#b5 z@&!q^>Bpas;}5^e-An!Vn&t-xPrtYAmH4+2eSwd7e_vGxx&CW6welod(dkt+gYnLc z74cCJk9Kgd88y_E{U*n&0+YmSyUkc=q2anp%Of?r6cWr7yswUCL@_;MoZoqbY|(MNVfhT?mOW(FCI5a_6IdWYbrJC)6a26+IqLm zPlusdl)4ojc&`N`$B=)`ZUtz$IR!NQ%VxEXR`k7ZANi)~oUkKggSY1?8SI5RrAa7x zeX(>YZ~G?Q8M2Ek2?kxKGN??>@Lgpy@fkcgNH)8n?ETN1u?Lz^1Ep)xtIOHyHv`EJ zTpX7JTUAewNyXvtiO$nOGsKm_2C9WFT`8hJO~d-lie7FV-50b}GfmEH5bd-c-L0k~ zLN*gjtEwqg7oXP5W+PnGIS~?mKs$^36Pty)yEEv4ZhoB#0oUBCO>o3)I&p0p=2PH% z9u!br+P)hWOWs#=D1nx~fym+k0NjAWY{Tz>OfFm4jH`&#qj8(z^0x)uo+hubH{SRq z2d(G#;LZe{Def4YRPuptSE1I6liWW7eUb;7d`fUjNF2o^_Iz!Z(8=U3S2Ws|B+IV5 z^dfT@(|v^^#5dAD*V$ z)TyB#@Ib&xJQ0(15rs-0RL4cft{*??oQJ0u zZ3+?OmQW9Ti@vAPS&PkEV#_z2Hlz;Hcy}?i=SUD)f6}nl`r}#f(@?9@Fac%L68O4O z1a`5MtSP`RN62Z$9U0mR7?bS`Ix5aNcJ!)P|CrNU9uW)cYuc&%#|t z)525b&+CYBaCX7x_^mLnM4l7d_Aa|d;_cit#U!9^Mwb&V&^~>v3`lUB&HoSu z3y*DDpd!|{4bz}e1)!4$+Pbv8R#7llc`wGbAzla>ClmSZ7 zK5t#zHA9ELL3t-r-$O)@pt^mS8CE1geI)g_CyFo3ru2B=7;Om_gC38nUfpOkI{`KL z8sSf>p-2)wv?nJYpw%2+k-sm90uD&>qOdX_P=rE&HPrFUlqipI@vWr-g9(S51zw_= zjJpSRmQq{jocjP5PT?Z0JeE&9d}985=D-=Oq0VR2F<43KsJa~O)J*if z^2Uf;Sk}y_-Pwkt4r!*6M==~*q-DAgJ4*Z8z`-K3R1GV?`zW3RBLf8()dI!q;rll} z+)Ws1ulR47(Lm+pozG$PKfyGK3p7ff1I1Bvn4tN4!K}(C^Ka7!gU{9ymT7G0_kkl1 zL0D3f%;*bI>e8{J=do%d2h*d5_K|AeJZ*7(c_aeyPIK9SKsa>`N7XmO{PPfGl;uy- zx|fv%s_9QOqz3c7KP30I1Z!eGFUK|)mHas_&I{SG!wUS@4j>B4==3UIdrm@{vC64g zEj-jRdXO&FT$?h~hfN3uAt_k_{|{Yn0aZt`wG9VC5?lj>;1JxB;7;%W2X~hMIk>w9 zcL?t8?(XjH?(Xh?Gc$Mo_q%sytzJo=tgP;;+EUNn``Oj!J%d9q2PU)U{q&Swt{Yy@tK(^|W0Q zbec?fgj~bs!7Gc&J;67$1h?<6vTQ&&?!$vbey$03x*D`n1g^8B4fZojIdF5C5?XVg z9WsY+X>n#)KT^*#WTQLZy>QqZU~jbaZs5e_EeJ%oP(i8Wh*!{?GNSm@x^qPaDl z&k*xUV>l4+uiqTUGrGy#A~{kHR-&GF+%H`~3S08CG6=Qnsx zPgqle^n^wx-9L6Pwbi^*lFs+!AJ+zL(62tX2AANBxwvmL4G4UCs-9$MF8C#Ip|4?a z38CHLj4U)X!Ek#itZ0-}xe}~DBC*+S`9@vvh`WjXb`lS9nKr5LF%8ARQOB*o0}7TW zMG zk*bvmPm_QIWEK^)uQpRT{C3eMA7O@nYO7ind{Y)gSi)`!+QwI0!_p9t{2)}&&4>BW zT8;QzY#fX{BdS<Ie-3qhS-83p&MB>*zcgpa+tPk)WF9#Mf4 z0oaRtNXr22NMtFJ07~n{jtAg06!~)xZRTJKeQg+el+^Kl9j zv}wq50s3BYmz?e`+@npVfi&>ykm205XX8-}-M7CoP;ndchtUZhbzo(D1!r$%>a>t&tQL}EZzqL?5sUa3-BO-%Md$h_2eah9x)9APe&gLJwSg$ds@S3DW z`^wuqcaf}c73LMYNcDu30)^~;bMDLYpi$$X-iA!NQitVlcwTRo{^0*{tYfx3T|Xk( zynLjBDooukU{7HD=dIG>p5r9lPGjASRAjppIt>~U#~EWmcH5v{HDTbaH4^Re6u$Fr z0g^$BnRBCJc&eA(Nj>y4wQYN(t6a-irH~k#frcCo>K*JuJr|OydTTAL{}8@X^Ij46 zWsW%psrxq`&AEkmA8%fCB%PcabD~Q%W@v9Na&MONJBgsM)e~9{>c+aO*34)`|8JI| z0s<@E*d{Cr)0Z@PG8R2C8m9GI1>9tnc6MU(vDKahJ+bk5cq-;BRx9h6%nDrQQsquc z(f3Gs4ft#$CHrZfx2^=zi6K4n8r|$|=agzR4n(DfH@4LW)>n1U(;*IcHg7;3v90A% z*Inb4{)A$wE$^L%gb+kV571aA zILz2{x0ylX>PPtSL9vw5)7ou2RcW;*@Y;yMn=s#tL88mCg`!4TqKotN$AlfK3p7pu zW{;Fzq^v)1KoTxNFo)^-4Iz$#HhC4{uQ;>b=&kt^9F79jgGb26lCX(3b{E_JPm1Xl zgzoNqZcz!Zw^b2Nl9Y{`RzBePQK7yKmxk1*oWyuPSromD_UVy2c+-{Ry|qha#FW&- z*KPkO5nox1Xb5+i!)#8=9|!f9w&Z4a#&Dx^3&Ns9uaHdGpo$V6{iJI2nju;bboxZ3 zYH#EeCLVCW8cFu+hr0WCsy5l!vfCyRlF3|ZeeJp$o!s89L4%j$k@>3w_SKC@Qn=5U z%}Y~ijHbO8*$Om^b>q82$(JO_T;$UVZj#CB8f*sKTE4sW^Gh*%enTv#$cdfLA9|Zm z5*?k*3PPd$-Q4cnx61l4)Md=idY0D(5SFb)HAn63N|CARw993oh_x`wP@#RAJso3E zHL}{`&Rz}NgCLR z97fx*y?tYH_C}oIw@)3hnQ~xWt2w~;?hK2@csC~(Ie3|nrmIIeP1TtYl7}xKYN$u z=tqYZ4B`9Ma75y66y~1aloRU$r15uhvWMnAN)Rw^uLOY45kB(r?4gdXE@VYW#-7G! z(YZMgWdR>-`hCH^gIhkG(`G5t-2`6VX7ubaEW_7hNX0#kJMY(d%?y`~?V=WZk~@}2 zs;2dx9jh$6u6@Qn!6x$OUL=ZNB6lnrTvfXtv#}A+0N| z8ZG8^wmY(hhkn34JZ3j#G49uOW|LvB$Mm(TrB-z9 zIn=Zxk$N9$dQTP|lpMSZ6#*nhRE6E3>b_~Vd!zfZ)tfC9ydjQ^Ir&~7L>jX2&{|jL zn21kQFGUvcKFQ6vlcM8LUE=fhDsu@a+8POZ`ca%9HMVIdL&f4JXsxilyWQ`U58<%z z><2j_-BE_ac8uC`n&&VQ4~w$T_Vw}|F5{qgvWp`#7I&Fs=!_;oaolU`0})6#iW{g`?X%G?S!lz$JXY9EHljoZjeh^`&@hh#%CU z&Fc)nf0)yc{DabF+}B-8_=Yug#mJSQpCZl=y2^)lBNS*7g`tC&k!BA?&@lOJE$^;t z%Zij;<}6(e44TC6*DFx$E(K(*!96F?gA843iCXWIR=ZcEu@Q*z9I@}Wb?T@b>mcV9 zXQp^2y|nU|k?#wMYxEG)O?_5d?LJIDp)}Cpe{*XgCiNT*-5MI*3!%ODj;p7?N6Grl zbBdbMqtvjSmErIf{6&u{UgX0C9;9m62qx8}@8U9*N2|9JP%iLwh=ZmzSVkfE5?*FZ zLB!W3MdeQCP>+CP`$i-?<8I%YcXIvcJ}o!fqwW{k5h|sEfw{ry6$lOqSyh;T=auEC zGY%4tE%DmwwfXmUmaoQNrn$_fvk9yyM<2`SF%}4u9af5lvo?1+6M>IddGYgWV1JZq zfBG3O0omkEQa+QWjq&KZG?y6(7B_8{6OyhOLmpXsU`Mbam>Mg1}de_{$ z4zg2cJE&!AjR~QMXY;9o&gnw6`h{Qd)VW|}IBt;SHwMVz6^_p-b&-#tf zzHb&mIwqBKE3y*lHl9l^D3Y` zLcym-|xB>A3me+@OU&#-iE#F|5m8YBdDkcQbw*<%Y9)M>b z>w)OUSrY9`;}p4+7!FNk$CD)6OGAsB-tY-mqCm}l8oz8~-&|TvP0iviD4ff~Mt(gu z3tsS@fp~Vb2Rc=%Fy&V-?1`@$sz%C*#HRYdoADosWUe!xd{6A4cNFiCe7+p<_N0iRoY^`i2yKk@y*( zCS^GKq)wod8Y>#TO0VTFQDOQw2%d!Ec{0*C8+ z4qhTN8X5-#iTj_LC8M;kQv>ml)pRAwnlpAi0GA83tCK>-JsR@*JU3% z8U0?p&RG2tLOFLDmo!9lqn`3L{xtN_O(gZ(V#7lXZZg-SQ}$DmV3=my05SHN(7xii zD=&#@k@3Z0s+rJnh==ro zimZ#TP&BOx3MH8IsTC~{@P16Kq;3sP+09Q5b6$vEN=8(P#RJE>5^_$sr3lxLAzqA$ zr`}8MTsguJ=M%a^eAk?6AbEDvcyrtuFwyjb!zReTD~UBU-=yKNARE8ozH-3o2s7!` zksNo+s-uRfs$A)W zs+}hkSA(#zpSLTkVa);l{C0YeSJ>hrpM=B={2#+J4f~W)i-}-pI35lg`Dj^jJSt|E zM9T9CK#D&^zF;L=N?mX`8fz7aS8DDF9ONI@DU>b+KGMv{pHpl#3(x3Lei<(*d?(Q& zLO1{sD%%;n}6J;4tCqEHZ`Rq>k=tj`y)bqZsLLT|r?%^QBXV0Cs(RIy>T` zwu?gIQ$2Rn!yq^G?6SAGdNEVcF0S*p#nobyKVA!||-Zs~Wq~i>=$<&s~{d zD|~SwDY|FHg-&clq*2kBDz3XfZtBtZbJiP(dzv8bzq)ozi?C`hSh_L+_r6M9=o+Uuq#2as3|VQ%sO?<-MwBjGSqH7Tm`A2eH?EkA`d*YDWYZ^ z?j-v_APnkG&3cg1-qM4XrQEZBvP5zG_Ukv0|KwuZ8c$gAIwSAMoPbt5+j_2MpTl8J zCoIgQHZmCf!7r$bLzH9T<%8@$J#V7oVIwR$jeT^#QA=kXX-6VLv(}PDN{m=JXTN*yg1}X^?_)eoq&`UZYcM27FFIqX$D8& zrAH5!_iXG3aF7Jf*eH|BR91(Cx})H#*zr4_9cphbUsa;~I{tficLQ%Ypv;H?IljH@ zQd{)h?kYE@bPK@{Ur~Nrx4n5D!7Tosl6raC5v+=t zyg$uZVzpXfU!Cl8Ui;C6#&#^O{AAnU^92F9MPKRWFj8&F8p$}@W*aCnNTEr#Qf9!! zzo@QsbtG2jHv%R@G&c6K%F~o7Rca3vlQOv!KHhvyJzPTHNewqlRD=O72%SLKFOJd1 zK35&;;MF&k(55%PwlI8uo7$wB=*s(3@C&3H=VE#1^xiVmdxpfSK~jEv2sKQDQNp7s zh7}0cqyAWRk&`JvBm%`q&F^*WE%1{!PRQjs7mhic9tNHPG9lbDC9xD@Zn==ml#Rju z*~{EF_|O%+C$>`2U64flOH`9v=GA2xm~D&SJu}l$mGgTBh8$PPF>DG2)lfvsZUjt) zJ{ik>%=X9(Wf50YUbKow&@1&Pf~9^XZ!LAn>bs&vgNNf-+xs00kR$rhs={Q0^W3#< zh>OlsO`kcE2*_m`f#G7YX=Or51IPxQUZY4oe)n~nR;g#kshiP;kOraa1AzGFQ-dU@*S&X_=5u-SH9Izokenj#F z7{Lx_!u`6jVFmgNH5+Uo*n1xWD4m1gCpbG3ofT*-4u9qzF3rYMy@Pn)>+}KDIzP%diRpSP zS2^e5oaIS4Y4R&J%mu7_PE;U#5JQxX!vo5@J|w@d{RZ`fw^I~41>SITX{)b|Cu#Pn z!h>7mPwf;ZzU1)*mZ zFZ5(u6r!zN!Jy<R znCg&a@L1&yzuv;bsc+&|R#DPB)c{esZ{B*jzbE)u`GtiFFZM0^G!4+U-P`i%6}=Rq z9SiuV#I>2LE+~h&*KNX#Xa5nN#A0-XWaI*I45|>?SS6&LQ7_o z24=q>Sczq3Pv66ZiaH_{QqL}*e%op=keq!(uE$%vgTd3Cdp;RC971nGy7eu9=Z-&8)q73!CI+Jnz7XVTkzPzrNAJ$hwgKdf9OO^=8d?$VU+# z7#;ep+9F~G!hR*NlYWx-d4IQRInHKI#qtZjsI+if+h$P+pK(1PU&=k zeJ~xA$2lG$csrw0Pw+V_Y1YFM3`kWsGxuEq15N2W0sMA-xTE?$Wy|C|I75A~ZM5}x zW26PAg5|V`Z>;%1Hn`=|36Wo%_LJlX$SIxV#B?BAB=yUAN_VyG-r9UtH>{(Ccr*$v zi}Q`@RG`==cOp`ruyS7s@myTc07-_*F$8I-wdLG5dLEO- zxOB`~=XzmuQM&i%gB^Jht+_;{6{1~THZxr|rcuwaf*@zCH(XMDT^=ZIN-JCb2{#a` zD2{p0D6oDk(2qO+RKwHtvTVR&1MQlxdTn8_YD+io1elbH&b`4q0Ja@ zf9=}W6es($A;0f1Xr)VXL?+lq&)}YXm>LygHc}i7>l9Upr=5L3W;sXK6@yNASfZGv zO0|2-)I=&>UQO{RWgx`z1@lcYXw3)p{IV~u`2%74<-re8dcAVgFfB5hb+X0q z&;AjSS+rfLf%l}^?=GcU-4kvZ=nEO>m&D4(MhJA{a>&5ba&$>(L1k5oqGD5NfLyc* zOSC(Q_zFsBcpDuv8m{IHeK=1$&@NP|qry8}tVDoPUAAvbYBhAr=QA1(*NnXL0ty+5 zqDs;v!3Lcxws>^?lu(BZMA?1ZT-Lf{e#^@n9yN%53A*t5tNapKJPsCX&CXa-2k(y7 zz`PojUr1J~`fU55ZR6t1Y?e|i^8|m1qzEQgb?O|0RbQ?8#)|6W z9i_{sM;88ouQ?b~BU+5|)^d?qK2~93q(Te~Oo`GO%Vw-k=rp+;y0Ys)!7!@&-QC{XeiX;CJ>Fhw$LvNM%YQeH|-tvdTmI-Wc?h2v75rssh&IyV%EgTtt| zQyL3B{uN^x0Zl5Uk0xWQ)#-Jz(24U2CEmS^CD=h*&&O6}BCUWS^QSkzG94;1V+di) zTpFU9*Z5sOF6sv!sDiVzvuBT5v*<#la=r0ad(8E0zJO=M=^$%v_Q9hsNDq_b`8l8s ztU19P?g7V4sHywz^N0OFqxG|S)NQ9#7{+Oku1Li|jN$mT-t}GNQ-8@KzJ?j-4Yo8* zjtzpAoBu830-yidn0 zb1Heaukv`=Oe#}jpgCS2Viub?7VZ_ke#fPOHD;2?>e{=Fyt9)eyS_jKfl4k9Y2o$x z=q4NGMk{UhC=Cqu_FIm-_Ef&i?G?mgt$e!i+?n4Ny8LmuTPCpg(Ip^ijpb8sbN#Qa zd^@!n?>6Hn1#vD*uyW{E1mD=rq8xiD`M7`xIVen2a%aexxc!j0EKY9Mr-yj?BGp^T z-H;e!oE<1~3&ab07PmY6pbuo!9UCCQ3IoW~um$e867>X~8?9%< zD6ny7zg@*5GR;1mWP@vv)8(mWLn|7~m+l3q8nMNouiVa8NVd493Po@*og>k_*M!Me z_cB&TZM!=10AJyiI|`amP$}<}Tugu^lUS-A&(EAbS>nS3t;cZ1XUmkIb6dJV+e$Hq z?#6Mb-Q$i_dtrW&T?h`N1;29AK;lmZ%Aq)xZ_XPk?-2d6lbxIPZv5^v29(XZH+zXy zFfF-y#k3d5fTFkACoV*yZ2w2%j@~j*0=?6@wcft0y+9|S6pBfaU+m~zy0Kh+SNxWS zfNp;~G9%JVY-D8Cc7h4nM(Jdt^Q%|f3g7v^$=-y6GnF8y2Cqj%=-<(hB0)mt%NII8 zLF#jQ*BLA|*aIE8u86<1EPY?cyb>6Ka5{UdJY7w#29(o+8NVww-cGBT(GFFdZdl3K z($G$tqe)OHEeA?7e*4k(KzNm)I+7|WNK-_`hMMpwYvbBqis+TIyZJ4)qL$^5t)TjG z-Q~MU1SAB%KdwL3A)YGtaP@~NpYmFI@nqNTOF^Pi7}}QW!5G*3*f`Q=JeYt%J0+L5 z7_UVJn;}zw9sg0iOZrUV-SoZ=Nezs@WZ+E8cD>2twOS)B;3LRoLh2}vGJiqtE!r{Guw7; zD*Vf~e2BH4?>Zep=SAa5d5(ey4m!hR7bxLA1ORnsL-<*MUd~hH6Axr34}mnsX`NO@ zB=f?IG~LqVng7h3!_<~eS4=dLuUQ6`2B`uP=P9;tTySr;0>L~ROSB&JR9wZ_fS@1P zBi>C*X^PV>`ia@8>2>OP!+Lj!D=asB6@m#hj&mvMNoSV!A;G&9F-qGB*$eGKkJtd4eXf7k=6{~m%w(`1$? ziP!(m$$aiXBGLbNbhc)=?YH_6j^ohDzWIZ@ER6nspuc&uB;EH3)iu?sUNoL36+!b8Lj;vg60RbieJ9dU}jS zgw)9S$$ln*yl|?0w9g}6B`=SWer>RQ_X2HnP#G+UJIL(DAq=CQcxE(`$gLbafrdA0B%UO6unEzyuGabAH#?)v z+4Diou%_+kJkBWNR2~;8=-CRakXSfpRkgINkTRzMn|ImM3z^ixV;D6cx{gd+{9sos zg{f|$QL{v1D}c~|HJM!1JsXV=irr%JL61<`|BcB9R&WUOnt8+lEfuS~pKcHvUu^yDT2 zH|P|&%E#tf*pFjxaE6#Ddv@WdWoX^w?~n$W&R-+5NrdpXxk_7_>GdyNqKWo0?JqL2E#)E6|J4zge1!e7Avup^Xb7nKDafYZB(A;j1@P(OQF zC5IPY9ae)4j9bCwPNO5$ak6Q;E&lZLEYAI+(`@5tbY5|;^vI)74zZ^3SgcEEt>5I^o!px4Y?DgCGP~5LDkE_e|+S>pu;uhWqaN!6Z)zK?ik0xtI~*q6d9R_`cB!omr`m`9$%pO%ch+TreafRmN} z*ke;i4!0X1?cAV*Q}AJaN-rqOsp*P;a234QpmR*c4`bwK5ZS7Jl2Hjiu4Y9@I6p-mZ zyI)rrQ+Gp0W|`EY_$~Bcv_Q@YS-L@&+BwZP@HAKfX5LOH>>cBK_RhbVv_^VdL++5Q zVYzDk(~rU~y5J|s%YO&x!;FvyBFGDF*_yQCpuzN6%z!dPIY`RAN(HCdm?;}mGoJ8Z5yTXzCF>snYry!qTa9GoE|0oSs6ytPS zm|a_z{#0_cy6FfSzk?row!icB-!6)){$XL3KuORwa4Xv6H+^tT)W~F4P+cAHALTr> z?7RD;V%ZX*kRzR);AFuJyRESiA#-qdnOBx)yQ$&N`W=wtizpdjoK{}rv%nF@2M?zk z8yiPIt|Gb4$i)$F=7@N`TAUQ!6hjO(=P47Tlo4Mx7(+*y?++2thKEiFC38+4rS(`Z zLeK64dtDgMA|E{TCd_OUbL4Kpmlj($BR;_EZeK6V%=aeeJ*BkxIS>1z?be}46@66| ziD{9cihlgatH*D!=A*TE$F4e^+|Kc4Si6TYrevj&S6TlX%<~nH6)HS3g#VBBU0<^5 zJpxLEi`G&cyDfYp1&_~Fu^!0D!KNJ}!<~dlnwm%EsE8Zzm)B@wbRO%kLKy=TMPLBy0?h8Z*$hvEJjZ( zh;p&GZT@7x=ODzeGq&(6cj0W&`0}RUcT~k{i(O8lC=UFucOfShYKZ-VbnPZ~cw4Ir z;J7Y!LNk}b=C|s9?9zaCxh5J`@j-qH^>QN>BABEUa!YAa?d$JP+)KQ=E2EeKK>~9E zu1@h+#q(t*lX-F){6dY@JKD$e_sl&oBfl*}HC{b(J6ZSYx^Ta}B2G={`@JTdZ>9M0iA4f4{oDUhEX)ndoo2CSGK6^z8E7) zQO*29blI=l`sdaLlr`X7P)c5Z`m6|}C@)NOhOAz77vW~WN0U`@G2pGYVAp*ZBhK+V zmTTt99JUX~Hl~%yA~^a*ci!Scz+oh~ey~d4a(l-BP|{xCT_7|Jt*5dWG;`GurRj8n zwKo0Za1nax);Hwj6ZQyI43rG1;8)8ku?%D@ne%pB>HN~FV@E*Vg$g_yB{4w6rx_aQpEQK z-{qQ>;r*_@V$c)PGFn{|ep;W=oJSxTupv6p)M+^dFw@IGUctP_2iB(3R$Qb`C<@FQ zZdJ&H%Qw(s_qr>r>LiBNjqO*4%#=k)dy{lb)RkV!@2hxe79xGY5<>2qFb$%~CLJaJ zM|fuIN!yCW1I*R8|Cu9?E3(};MvIk^d1p!sJeHjY6N68li|S^Y`}lQ+j%La8e=5~q zswLp&?&H7j1fR52GZo$x&vu3DH;T@K?iaBY)75E(Ugn#{)yKsZL3vQ{4^wHow6w+9(tRKI(l5jY^!>&Jt%b&Tsh|9cp zkVfkNd+NaK0o>@H@Hp%wS?zmEzZe}Z_D1H=5hKaqsDA-i=I_M~996eI(>6CmW#?p; zA5(ltjZTu#!R&9)FEe3^XNI*qbNAfd{ESz_eExGaUml6(jviy$b$8jyXWCCJ6nynP z{v}LCKnRKh1B9;dw~7@1S)~{7kc^sA?~uHvyQu^-qpeLagM2k977Y#<`+Nv3V3J2A z?$GMZ@oj9ZqpQNA)&~BNMQ^l>?DR}+R1GMur?6YPZ&3zXN#Jy{fu%MM+}9JETZg< zcqM+x8bi6F`CAW!S^1clIT?}kLZSxN$=7ViUCOME2Zi16Qr}<&LoQZU(K`O6&Y%&QU}3 za-x?plWRkU32#_6$T&B%t969%y^}P-f)d}vRrY>dUCi~-{bR7qKw9Pi6jzWh13C6P z>y4?EtM~vl$%77rsA%LM43j4UGj3%=Q@xFY`Y#=OSrc%8((##qSn(0{VRn6P{uK_y zl&s;0guT_z+ZzL2LEyi%cBC6h`3k?Vki&i=K|lHaJVJ}laD##@d14*o%W(G0&DpZK zPj!;|{mLl*bq%llAO7>TryDrVF-6LSNyyfe@9w>Cbh8KYos%A3#ymH))}sG9rC?j? z0LKE^i$i%L9my}^dR(-xVm^TuyBkQKUafA*wHYR4U^7`uR5Y(6N~f`KK$#8m<~iKA zdC-)v-^s4c5xd)y!Eb%T-G%nunb}(5C&^#bduhLu5W~)?Ygi zpsKj;SeBT{xjwwZ`-ILL1-lC1_3p&c!>%e5R}jbJ!P|!I`1(S-2hM%GyEhtR^`P)K zfTfA}wKUkDGuM^=YsN0;_z2 z`$G=@^Z;#b__vh;iORw%>B~(LGuRG}7F0t}#SHcXu>Jh8MxREGp^}svA1*T@W5O5$ zJwmu^m+tlh=wRB-jz({7NW+AE^^@+)a~$tjwLWf%qlk)Ux5UzMZUHgRe_Zj}Cm!3& zH4ZwGc`ANV+alI^f3zg6CDjCj4iU=%ZIwU`WG$}TUx<<_- zV`CQ2Xc8Re)P{tlfa8n!^g_#eBgMt=cEN$c=Kb zyr8T}G%6vAK~Tg~MWuQQ15%%a}?W^s{bC`r33noYD)Zh5qGjR-rk{EoxyM zz8C`J1AIdRlc(!!z%FX^nI9%`*!2Q&I1M}t^77sjs$u&5kY-?F@~cL|uUz7C`Y^so zfRp;3{RH&^fWAwWb!Nnx{V&S!`2=RC&IMNR6vin#&#k1XXE&4BxTkVj{l4Dc-(R1Q zNBl}K@Q`9A>5I+5jIECI;=ydW5D zZwlcnpX7F5k%e7-_sx5Dc)Xl;JxKMzQx0){f&U%=8*u2G+3x@YUuk?lOt^v0-4D8V z&gTpR@P?p;lrm-WHp=r303tw4+cswvV52oX{0PzmGhTgD;i!!4x3QOV%;lKr1Dv7Q z=tvPV+FyIK8x*WSi*mie?z31t(_yv6%?4}KXUs9luBzkE1)u2U$`gs_#X33L z;?C1RpRg;E7~VfjVuT*@X348bDYc{D{3dL7e@4SE1Y&=9{=4jgmuN2Ldgu0IT99ese5@ z5*}WYCaHnVF`Uh{k{B6b7$ zIk{~8W+*!tpWCI-65mV&sL|>8lwQ8^&8AB^TGqPPFWFH=3K$Y3d-wce5tM*MWIE^t zn5pVI*!`kdiz~#wdxV2ds6rtF6BC{+$%#W%Eeg@ieYU_uRiMg;==Ox-ir3mk2r-L zBK6M2!ESc3QM2=fq?Lh4k}eVu$(Pxv9PR;Pinc6 zDBJYwUN6qKnxOAu4?YB{&B#yAQ{_n94=3t$obw-P&#rT=ez+=Bt&0JEn4AW(VuQNy zTxlUaEY&Y~pS2DQ7i6z!p5>)dEhprD%YruFub(IEcuRxPFz{SyQnSn?V*SymM|v%5 zJuAtegFh!jzK$is%`D&#T>B@w{o_wIqLS@VA^gG1BO88nPept9q79!ixnDhdrb6j4 zmtuY7!TUEkw;XiR_F+s|@`=p~^SIQLdmrXX`mI7kd;kfEyqGsCi{EQ4Xql)7tpdV9 z5$?3Qy^3_DtUCOXDXRg-agSHI`1`VYVE@N74A*njET{fClPyO% znZ4nMDCAP(@B^J-G6(-`X2Y!d)p@Q043;@nb3CkUw^nmS1{%4YFimF5yvBns&%bM1ev*WS1ZzNf?Yx@D zfr1J~!lwEmJvS9WY9%)7G9Y4BLAH1SCBE!W-)@W>w|+FYYkX+flVtJzFaRAS7|!{n z(zG*{Cf`89y2X?kAR!JNU5OTRkOev~5tM)V@$r9@;kA1tl|qwMI|B2=>tC2Oe3r{N zOhz+4TSJNWLJbN>olifUxO@)@OKui?R|Jyxd}vEyfQ2I>0P+w-EHIf%UKtqpiS#p} zRFrI2zjx)slg{hNIAAk9L}p3cOG##phTrVLCDazM9A<_a7?|vPhvvTU z68_7*@IaPi4L}eo)Fm%|hNoNlHe}o2?fq6RhoacCxCXs1zOFT9a)f zdd{;J)e3`sAO2y61%&TQBdKn|D4~mTUE?2D~9Humv}Wd z*olSA%13m&lI2=^X4iB`kN@B67|OGZ=0>s|i_GT3cjL4lCWOc8hA|J5?z{|F1x!*> z7}83C?$cxISQUv7bWco^-Om8;J(u+lsO+|QD!Lbb1OYT|SxV-4=~4SlN81N>?Pa{_ z8MrLam->HLHLfH#;#>ImMom7T^`vs*gDBhMUX2po|0@5E5M;hWu?y~CF4D_EE8j#2 zQug4bA#rSy(Rg@Lzc!;NFkEzq>UM(h&!>-6V_e)Pyf^ErvZdLU#~8*D>^3$)mD?4s z;l>%hOkx7 z9%Og1&}00wF6x@mamY5g&^w>4Aac~-uyfZFFrpkT(GPSwyqA#xGN(ilGmCQx7NUJBrO<}jTnEpq4|ADD5^rZ(@@>@KD zwopvQVSK|r;{{6v+l4Nf-6CvO5hz`uiA+$wTJp4NSr#7NU;GZ||lYsrDE!pGS$ZM+L9KPVmEGk;IHeJak*$)fO8g2u=HYTk1 zrd<(UdfNe{7qG*i#zge&#Rxi$x=8y&_O^WeP72Od8Q=88>OP!*76p)@erelwMZ@zoxtFZVWJ&6Ej4M7>vrb;&Isju zvLs2@^>2L|G4?TWE={}7_tqY8l)iGb(LSL ztbUSO;r^?}?(~rT3ZbMB1uY z6YD=bxDm;k7AgRZvxSjRh5sEj{nw4ZC$KC;tSBVQ2%<_B+UA|@;)N{ptU>o@*&0Gz z1JvLnc%ZPT4b}(p4Of}8AJ4!6_W$*WzkkB=0cNCCgH$J9{jlR4gD+!f^%f7A`VdOL zIbD;_hRKvmg7EikT}XB8mLat44~I1ap~Lv6hXkzFU@`v$MCN~hB`*%meeDx4eU@QS zzpK85^tV&AGm;_=M$9J5XJh?3D!<~455H~+CA|xG~)PKx++qo7H8@yj{&~7U; zoFimV7fBv4qQ>a~XZv?T^Y0-pShk1A_TWwXt6k!8U>-HQdI9 zerhFgM*0l9?8T1QPYsDhn?U_?e29p%`uaiBn7L?<*owwv`>JDrXVeDwY|aOrY|d~| zn!S?(o4g(LZ?1mr1&!Ga3G`n7*p}Gp@FcmuJJ$hF9!0d(wEq~{YHpIS+X*zb_~yRJ zcd!*uSeB2A^CRC+e1mOqzs`(AB@Xs2s*I!@p!v5KxDWv^NaiWW3UPB9oR>D#=<4W* zwW-q=*e#08!5S#8vR1QEva7JN=P1XkJXSHkJ7j&7v^39K|Jl@UoNMvYM)!}`T?n9g zPdbB9JS`DYLK_2s()I??l64!5FTIp6oT0qky16CGT_f<%7Whdr@WlbHD^Z+sDe=z7(yC;=O^8b#x0b0c z1adr;Efb#!w@ps7y=DC#ss=(MPxd59oR}{I*8nOfrztrb7&@Ft|1I&+|3)@{4jTm+ zwvql1kihs0S^VD{ccK@!BrGBJ-PW*^ z==IRfy%#fP7Wa&sJE^CTOl}HTJ|WAEM!%YWs4PQx14vQNOY{N>hWETi`L4eI>gxnV z0Vgt=6gPGhqZ@aBfZ`w@aWsdrK@PdO86;oQAenXJ{BiwJJZ z=*i_V`#Y=n{|wfhhzuBJkA!5e4P61QFuqEk!MM4M#3B2+tv3GoPr;0-2zA=##virB z7FibA1x$$y2UM-&Ci3O*=oZ4l{s|PCFPyvo=aGN@bWeMk|4#`J*meNgaIgtI^L?;f zCif5Wpd-}xEQg;!$5B04hM-SC58!TVa7NT@6S12Cn+Kx(w)?*TH*!4y6b9TLM3^o2 z#jRCEX5i~`0#QPBa%&3BXrujC+hoTXB#!q5(t0(y`A;*bWMd#etwPbO|HZK>z96$H zdYQFHhs?c?)94(!mAmk>SD4i_?DT~!nW$VLcmdXMgJ}XIv?%>Oa5fu*5U|x3D`^W8 zUQ|xrSXQ<4xma%v>%7>S?v!Ccu$l5?fXh8?x30aXN#s#4nt`>c=07 zRU3P-zj#G9CV*l2R@WZ-6f@@;?G+BvBO9L^rYo#Twj2Y#*)z>i6m(sp@nwum+LHN_|b_(YBQN` zNR4whN`vj4F?^YDZ~Oyt7EJwMWgAdUhRU~K3)$`;|0HNY-0oa2UNEGkY%Un)QykG4 zCJT^L$dXGPprKDs$=2OjLo8s4oOeK^5~moDFNIDc2jYl-QJNQR+>ww1+kAGK@^#y{ z@8h92EFo0!vnpV7P3-0^5zkQn3)*-T0!-z(R8JHF65BLB zu7rjj$Ry+J^cZtW774}IA+CcKZJZ^l*Z2$7>*n1^-Utlgwd!g8^T2kv0oA(?VN~fO zcvV?ic&^FUm%I=kFXKs{w=-5$@q^ztVls=;C4d`{5!&KoJw4kPSM*BcmtpoGXbpN(fEe(6(CGD9TZOGsztM8=Jf9gVhFZBO;{|WfZiLtYSH#C%u9MBg<4m8ISxMeA^bYWdX zyWj)bfs#K`a-T){Os}8DB%7a78grQ}jhohIc%DRy#r#|*%dc(z0oWL=dkPqwiI`+Vc9!wgOeBh z(Ona4Q^E^yq2m0OeL=lS$}rk5j)=~RB~k5Qnfn*)GOk15%=~~~urp?!ef^JpBrW}* z2xjit{#1@cgwb|vb+nv#=-BZ@Ht`x6b<*n^!V%~otH_G4%w#Cd-=@ZMLKdGOlI9BL zuVHv#T~8Zg=_u_Fb@Ikp8?Dg7@orJIo!c=$2eAz=B3+QrB)R(h0o>BkR_W`{I{3s% ztTMhS!7Y+qP4wu}o3Ourt#yho%SndAVYcz1!x=$3u@((WW z@;Y0^`8CG!i(L%YsyxX``2=56dZs6xh6`>ee{Mxe4;5905#4o^VM+08>W+9Vb{-Uo z^bUWpBh~^I_bGlnWU=ovpN{HjzNzFSD{f7o_JWnoeDx2B!0oRfdVWJy&U~64sU-vV zx+}^m3xH0HUM4YJn17E3zQa;(AoYrybF#>aJOBv7OjClfW^axy-OV(G);x$YK@D$W za`NBekiVd6;MowsBaaojE?{JFs)upOv6w6wt%I6+y2+XhtNY&{cdAO2Q6y3(w!FRUqhbq=x{h3F6tReqhxJX;oG_?KY1F zPTk2pxViLHbP6zTmRIB0E9NV_-@T4pn>y?JO4_S|G~zcDWAipL$ldz*Xr5#= zTYJph(!G)lC5D+}hbEIm6h#|EbiMJgS@Rs6buY$yP}?=GD2Y{2sD1MdHz&WT-KLRz zg+0PTgtfMmY5Z|1o>CMf2<8D%^8Q2*_FjjWO4LmmL$ewHe%hD%QMPz2aK1Y$oxSI?pu zT}{xhZ=I=B>(}(WOrq150@MTW?I!-4ZHeh5B#Tx3vc|JGeZfl#yrIdaF3o)8=)d&< zChGSs>bFwh8h484WnI-FFfEc=t)yzJ&;R3OK}kcWK}uHrN|I~w=7z7p(b9C)mIAdG z*8oLuEqMhjlTDLV*(+{3Tz)v!yZykj@8dt!kAH)sp>aSm8If%XB|+Yt>RgC?WrX)z zg}e|_k{~W7iWJUh%wP2<`HVYp@n$8Xre7NUJkTgrFS?qrJk)n%uuBwvoUQA7BOf;a z;f_RBg~hyzR~7GsY2cqBC;CqjIHmzvAPv;=CfEjNhF45jn9OMFq>;|d8{1q?$6*qR zd8gvjf2;irDAz)gq*0WTUyJGyT|JnM0g$H}CU0V-t+P($25HXCSyQGNjd1Ji8hIG= z!KvGqvwxUpw;EV&VIGwV?BA0ru_mn2WcH?v?7SBzoz@8hR~E=gehZ0RZ8@6gRMX&m5f5Ee(!n?=yV2K z90GH*mE)|yLLrz|Z#ZezSZ{IU9Q?eP8N_oP0=tq#v3lN(-ZVe$U@u{Y7J1jn)X@w0 zdNNBMz0Ozu11HWKyM1wo)stDmdy#i0aeO4+_9>f>Ha(eZ4jH0Gu(MfviiZZmB7kb~ z?(wOSu@;ln(Hb8eLLELc>juNqa3xQd(MdjSt1;CC3J%+@Sz zJ4a$-c^9rY{L{8EVbN<2nBBN@P0ilo3$p*h+5%OO-x^8hpj7%sS0e>BnE9IK1sCNi zKl5hv(aM=CYv-U+q137N$q@M((#X;g}-L)n^8L;$Ym)3<{vS;^smGtZ}<*bg1ujyPEbi>WrA*RZDyClC%qlHO2tZN##`H z`MdH*K_*79rOs_l#*P5(v;@$7nol|;x0y_%3l$C9yC2Cs+|cuQfIXv5E*X03BBNFw$C5ijp2WbV&<6OQ{0;xFTHES2MKQx+`w{6xG$2F_Fs^hD*Tyy%pP)pg(d;Fsj*v-*;NYilzwq5UtF|M#yyu>?P6WaI~e4s@Gh>#Q^hT}>!aRqiI;T!Hv&7GXGfd;&lV%L7>6Ye?Ezl= zOGL?r?*{L~xw!Z9pHOvqv-@G!2)mxJ8wI;jup0%tQSg5s1zOx(!kVcgaXjCpx7z_z L2+XL=z$NluJ5@h8 From 12c6f14525a24580a1a76831ffdd64d2295d462d Mon Sep 17 00:00:00 2001 From: himoto <31299606+himoto@users.noreply.github.com> Date: Thu, 18 Nov 2021 00:08:31 +0000 Subject: [PATCH 7/7] Remove unused params --- .../TCGA_4T_AA8H_01A/name2idx/parameters.py | 112 +++++++----------- 1 file changed, 43 insertions(+), 69 deletions(-) diff --git a/models/colon/TCGA_4T_AA8H_01A/name2idx/parameters.py b/models/colon/TCGA_4T_AA8H_01A/name2idx/parameters.py index 872f2e1..6eb42ac 100755 --- a/models/colon/TCGA_4T_AA8H_01A/name2idx/parameters.py +++ b/models/colon/TCGA_4T_AA8H_01A/name2idx/parameters.py @@ -612,77 +612,51 @@ "K317", "kf318", "kf319", - # - "w_EGFR", - "w_ERBB2", - "w_ERBB3", - "w_ERBB4", - # - "w_GRB2", - # - "w_SHC1", - "w_SHC2", - "w_SHC3", - "w_SHC4", - # - "w_RASA1", - "w_RASA2", - "w_RASA3", - # - "w_PIK3CA", - "w_PIK3CB", - "w_PIK3CD", - "w_PIK3CG", - # - "w_PTEN", - # - "w_SOS1", - "w_SOS2", - # - "w_GAB1", - # - "w_HRAS", - "w_KRAS", - "w_NRAS", - # - "w_ARAF", - "w_BRAF", - "w_RAF1", - # - "w_MAP2K1", - "w_MAP2K2", - # - "w_MAPK1", - "w_MAPK3", - # - "w_AKT1", - "w_AKT2", - # - # "w_RPS6KA1", - # "w_RPS6KA2", - # "w_RPS6KA3", - # "w_RPS6KA6", - # - # "w_PPP2CA", - # "w_PPP2CB", - # - "w_PTPN1", - # - # "w_CREB1", - # - # "w_ELK1", - # - "w_GSK3B", - # - "w_DUSP5", - "w_DUSP6", - "w_DUSP7", - # - # "w_FOS", - # - "w_MYC", ] +NAMES.extend( + [ + "w_EGFR", + "w_ERBB2", + "w_ERBB3", + "w_ERBB4", + "w_GRB2", + "w_SHC1", + "w_SHC2", + "w_SHC3", + "w_SHC4", + "w_RASA1", + "w_RASA2", + "w_RASA3", + "w_PIK3CA", + "w_PIK3CB", + "w_PIK3CD", + "w_PIK3CG", + "w_PTEN", + "w_SOS1", + "w_SOS2", + "w_GAB1", + "w_HRAS", + "w_KRAS", + "w_NRAS", + "w_ARAF", + "w_BRAF", + "w_RAF1", + "w_MAP2K1", + "w_MAP2K2", + "w_MAPK1", + "w_MAPK3", + "w_AKT1", + "w_AKT2", + "w_PTPN1", + "w_GSK3B", + "w_DUSP5", + "w_DUSP6", + "w_DUSP7", + "w_MYC", + ] +) + NUM: int = len(NAMES) Parameters = make_dataclass(