From 63f6c1075b2cccf28f3ddc5bcbc575aee1ba0b6d Mon Sep 17 00:00:00 2001 From: lawlite <849451478@qq.com> Date: Sun, 25 Jun 2017 10:30:04 +0800 Subject: [PATCH 01/15] Create LICENSE --- LICENSE | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 LICENSE diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..351fe7e --- /dev/null +++ b/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2017 lawlite + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. From 7fc56845e7ef008e5a28233d455f98fc82a77d18 Mon Sep 17 00:00:00 2001 From: lawlite19 <849451478@qq.com> Date: Sun, 25 Jun 2017 10:57:05 +0800 Subject: [PATCH 02/15] :memo: add MIT license --- NeuralNetwok/predict.csv | 1474 +++++++++++++++++++------------------- readme.md | 4 + 2 files changed, 741 insertions(+), 737 deletions(-) diff --git a/NeuralNetwok/predict.csv b/NeuralNetwok/predict.csv index f952bb4..42610e0 100644 --- a/NeuralNetwok/predict.csv +++ b/NeuralNetwok/predict.csv @@ -1,6 +1,5 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -24,7 +23,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -6.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -69,11 +67,9 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -8.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -87,7 +83,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -3.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -96,7 +91,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -105,9 +99,15 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 +5.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 +5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 3.000000000000000000e+00,0.000000000000000000e+00 @@ -122,25 +122,28 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 +6.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -8.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -7.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -3.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -8.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +6.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -148,7 +151,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -3.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -178,7 +180,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -205,14 +206,12 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -3.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -242,7 +241,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -254,12 +252,10 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -7.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -267,13 +263,18 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 +4.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -8.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -283,7 +284,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -326,8 +326,8 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -6.000000000000000000e+00,0.000000000000000000e+00 -6.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -459,7 +459,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -8.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -469,7 +468,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -3.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -482,11 +480,13 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -8.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -503,7 +503,7 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -5.000000000000000000e+00,1.000000000000000000e+00 +6.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -531,7 +531,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 7.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -559,18 +558,17 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 +5.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 +8.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -601,7 +599,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -635,10 +632,10 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 +4.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -650,18 +647,17 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 +7.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -673,11 +669,11 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 +8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -686,7 +682,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -722,7 +717,12 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +5.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -743,7 +743,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -763,12 +762,10 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -812,12 +809,9 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -838,11 +832,9 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -850,6 +842,7 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 +5.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -882,7 +875,15 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +3.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -892,7 +893,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -946,7 +946,7 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -5.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -1001,21 +1001,21 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 +7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 6.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1039,15 +1039,13 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1055,7 +1053,9 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +5.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1065,7 +1065,7 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1084,16 +1084,16 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 9.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1101,10 +1101,10 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 +7.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1125,13 +1125,9 @@ 2.000000000000000000e+00,2.000000000000000000e+00 1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1139,7 +1135,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1148,45 +1143,50 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +4.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 -7.000000000000000000e+00,2.000000000000000000e+00 +6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +7.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +4.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1197,7 +1197,6 @@ 1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1205,13 +1204,14 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -5.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1251,38 +1251,35 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 3.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1291,7 +1288,10 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +4.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1315,6 +1315,8 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +6.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1326,10 +1328,9 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1352,7 +1353,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -5.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1366,12 +1366,12 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1404,18 +1404,18 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 +6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 +6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 +6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 4.000000000000000000e+00,2.000000000000000000e+00 4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1435,14 +1435,14 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1457,13 +1457,13 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +6.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1477,16 +1477,16 @@ 7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 3.000000000000000000e+00,2.000000000000000000e+00 +5.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1495,14 +1495,13 @@ 0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 3.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1518,18 +1517,17 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1543,105 +1541,108 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -9.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -7.000000000000000000e+00,3.000000000000000000e+00 -9.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +7.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -9.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -0.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +8.000000000000000000e+00,3.000000000000000000e+00 +2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -6.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -9.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -0.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -0.000000000000000000e+00,3.000000000000000000e+00 -0.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +6.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -4.000000000000000000e+00,3.000000000000000000e+00 -9.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -0.000000000000000000e+00,3.000000000000000000e+00 -3.000000000000000000e+00,3.000000000000000000e+00 8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +9.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +2.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +2.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1656,7 +1657,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1672,14 +1672,11 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -9.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1687,30 +1684,33 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 5.000000000000000000e+00,3.000000000000000000e+00 7.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +1.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1720,53 +1720,53 @@ 5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -7.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 2.000000000000000000e+00,3.000000000000000000e+00 7.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -4.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1785,11 +1785,19 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1798,19 +1806,13 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1818,15 +1820,13 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1834,12 +1834,10 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 7.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1848,7 +1846,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1856,10 +1853,12 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +1.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1873,8 +1872,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -7.000000000000000000e+00,3.000000000000000000e+00 -4.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 2.000000000000000000e+00,3.000000000000000000e+00 @@ -1884,8 +1881,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -0.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1895,14 +1890,19 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -4.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1914,17 +1914,14 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -0.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +9.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1935,7 +1932,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 5.000000000000000000e+00,3.000000000000000000e+00 @@ -1943,6 +1939,10 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1953,7 +1953,7 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1970,16 +1970,16 @@ 3.000000000000000000e+00,3.000000000000000000e+00 7.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 -7.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -2001,12 +2001,8 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -1.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2014,7 +2010,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2043,9 +2038,7 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2054,9 +2047,7 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2068,12 +2059,21 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -5.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 9.000000000000000000e+00,4.000000000000000000e+00 @@ -2090,8 +2090,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2102,11 +2100,13 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -5.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -6.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2131,7 +2131,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2139,13 +2138,11 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2155,7 +2152,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -8.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2164,7 +2160,11 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -8.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2194,7 +2194,7 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 2.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2204,7 +2204,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2215,8 +2214,8 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +0.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2235,52 +2234,37 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +2.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -8.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2296,31 +2280,29 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2331,10 +2313,8 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2344,63 +2324,52 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -3.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -1.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +0.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +1.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 2.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 +7.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2412,7 +2381,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2422,7 +2390,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2450,13 +2417,12 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -8.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2464,9 +2430,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2477,18 +2440,17 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 +8.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2496,68 +2458,95 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -8.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 -2.000000000000000000e+00,5.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +6.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +9.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -1.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 +0.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 6.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -9.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +3.000000000000000000e+00,5.000000000000000000e+00 8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2565,50 +2554,61 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 +2.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 8.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 6.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -2.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 6.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -2.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 6.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2617,25 +2617,18 @@ 8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 -2.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -9.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2644,7 +2637,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2661,14 +2653,12 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2678,40 +2668,37 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 +4.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -9.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2719,9 +2706,17 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +3.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2730,7 +2725,12 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -1.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2738,19 +2738,17 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 2.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 -9.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2763,7 +2761,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2778,7 +2775,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2786,12 +2782,13 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 +3.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2813,16 +2810,13 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -7.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2831,7 +2825,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2855,19 +2848,23 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 9.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2883,80 +2880,79 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -9.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 -9.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +3.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 6.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 8.000000000000000000e+00,5.000000000000000000e+00 0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -2.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -1.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -1.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +3.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -9.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2964,14 +2960,10 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2982,9 +2974,12 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 @@ -2993,11 +2988,20 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -2.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3017,14 +3021,11 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3040,23 +3041,22 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3068,7 +3068,7 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 +0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3076,14 +3076,12 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 +5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3091,28 +3089,21 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3125,11 +3116,9 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -3.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3141,24 +3130,19 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3166,12 +3150,28 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3188,10 +3188,8 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3200,7 +3198,9 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3235,7 +3235,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 5.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3261,7 +3260,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3274,11 +3272,8 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3291,7 +3286,25 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +4.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3300,15 +3313,12 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3318,48 +3328,41 @@ 6.000000000000000000e+00,6.000000000000000000e+00 5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 -0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3370,13 +3373,10 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3385,26 +3385,20 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3418,15 +3412,29 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 2.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3434,14 +3442,10 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3449,7 +3453,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3461,13 +3464,12 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 +5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3476,16 +3478,14 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 +5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -8.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3515,11 +3515,11 @@ 7.000000000000000000e+00,7.000000000000000000e+00 4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 +1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3538,37 +3538,37 @@ 1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -2.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3614,10 +3614,10 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 -5.000000000000000000e+00,7.000000000000000000e+00 +4.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3627,12 +3627,12 @@ 7.000000000000000000e+00,7.000000000000000000e+00 4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 +4.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -5.000000000000000000e+00,7.000000000000000000e+00 +4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3662,11 +3662,14 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 +4.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3684,13 +3687,10 @@ 8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -5.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3699,7 +3699,7 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 +1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3710,7 +3710,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3723,8 +3722,9 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -5.000000000000000000e+00,7.000000000000000000e+00 -2.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +9.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3734,7 +3734,17 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +4.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3748,21 +3758,16 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -0.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -0.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3770,7 +3775,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3779,14 +3783,10 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -2.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3809,7 +3809,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3821,23 +3820,24 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 +3.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 +8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 +9.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3867,7 +3867,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3875,7 +3874,8 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -2.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3887,16 +3887,14 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -5.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 +1.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3906,17 +3904,19 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -5.000000000000000000e+00,7.000000000000000000e+00 -8.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +4.000000000000000000e+00,7.000000000000000000e+00 +3.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -2.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3924,11 +3924,8 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -2.000000000000000000e+00,7.000000000000000000e+00 -8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -2.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3938,14 +3935,11 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -5.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -5.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3965,25 +3959,31 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -4007,15 +4007,15 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4030,26 +4030,32 @@ 8.000000000000000000e+00,8.000000000000000000e+00 3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 +4.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +6.000000000000000000e+00,8.000000000000000000e+00 +6.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 +7.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4060,8 +4066,8 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4069,7 +4075,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4081,25 +4086,22 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +4.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4108,7 +4110,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4116,7 +4117,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4124,6 +4124,7 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 6.000000000000000000e+00,8.000000000000000000e+00 +1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4137,6 +4138,9 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +3.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4147,27 +4151,23 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 9.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4188,19 +4188,19 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -4.000000000000000000e+00,8.000000000000000000e+00 +9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 +6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4214,7 +4214,8 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 +6.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4224,7 +4225,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 3.000000000000000000e+00,8.000000000000000000e+00 @@ -4234,26 +4234,26 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 9.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 -0.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4262,21 +4262,20 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +4.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 4.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4284,7 +4283,8 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4292,7 +4292,7 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 5.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 +1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4305,7 +4305,7 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -8.000000000000000000e+00,8.000000000000000000e+00 +1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4319,12 +4319,10 @@ 8.000000000000000000e+00,8.000000000000000000e+00 3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4339,24 +4337,22 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4364,37 +4360,40 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -4.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +4.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4408,18 +4407,27 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 6.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4427,24 +4435,16 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4452,24 +4452,24 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +2.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4492,23 +4492,22 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 +9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -3.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +0.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4518,6 +4517,7 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4527,105 +4527,105 @@ 4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -9.000000000000000000e+00,9.000000000000000000e+00 +5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -1.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +4.000000000000000000e+00,9.000000000000000000e+00 +4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +2.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 0.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4642,55 +4642,49 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 4.000000000000000000e+00,9.000000000000000000e+00 +7.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -0.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4701,13 +4695,23 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +5.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +7.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4725,15 +4729,11 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4746,21 +4746,21 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4773,7 +4773,7 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 0.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4785,13 +4785,13 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -0.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -6.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +6.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4799,20 +4799,11 @@ 9.000000000000000000e+00,9.000000000000000000e+00 5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4820,50 +4811,62 @@ 4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -1.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -3.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 3.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +5.000000000000000000e+00,9.000000000000000000e+00 1.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -1.000000000000000000e+00,9.000000000000000000e+00 +7.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -3.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +7.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +8.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4876,13 +4879,11 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -2.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4894,36 +4895,31 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4933,68 +4929,72 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 0.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -2.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -3.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 3.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +5.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 diff --git a/readme.md b/readme.md index ea6171e..b9127d2 100644 --- a/readme.md +++ b/readme.md @@ -1,5 +1,9 @@ 机器学习算法Python实现 ========= + +[![MIT license](https://img.shields.io/dub/l/vibe-d.svg)](https://github.com/lawlite19/MachineLearning_Python/blob/master/LICENSE) + + ## 目录 * [机器学习算法Python实现](#机器学习算法python实现) * [一、线性回归](#一-线性回归) From 01d568878e1f49d3d983e78039442ce72bb90862 Mon Sep 17 00:00:00 2001 From: lawlite19 <849451478@qq.com> Date: Fri, 8 Dec 2017 10:40:59 +0800 Subject: [PATCH 03/15] =?UTF-8?q?:memo:=20=E4=BF=AE=E6=94=B9=E7=A5=9E?= =?UTF-8?q?=E7=BB=8F=E7=BD=91=E7=BB=9C=E9=83=A8=E5=88=86bug?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- LinearRegression/LinearRegression.py | 4 +- NeuralNetwok/NeuralNetwork.py | 24 +- NeuralNetwok/predict.csv | 588 +++++++++++++-------------- readme.md | 2 +- 4 files changed, 312 insertions(+), 306 deletions(-) diff --git a/LinearRegression/LinearRegression.py b/LinearRegression/LinearRegression.py index 3c1ae46..cc3a229 100644 --- a/LinearRegression/LinearRegression.py +++ b/LinearRegression/LinearRegression.py @@ -96,8 +96,8 @@ def plotJ(J_history,num_iters): # 测试linearRegression函数 def testLinearRegression(): mu,sigma,theta = linearRegression(0.01,400) - print u"\n计算的theta值为：\n",theta - print u"\n预测结果为：%f"%predict(mu, sigma, theta) + #print u"\n计算的theta值为：\n",theta + #print u"\n预测结果为：%f"%predict(mu, sigma, theta) # 测试学习效果（预测） def predict(mu,sigma,theta): diff --git a/NeuralNetwok/NeuralNetwork.py b/NeuralNetwok/NeuralNetwork.py index 923a85b..f728212 100644 --- a/NeuralNetwok/NeuralNetwork.py +++ b/NeuralNetwok/NeuralNetwork.py @@ -43,7 +43,7 @@ def neuralNetwork(input_layer_size,hidden_layer_size,out_put_layer): initial_nn_params = np.vstack((initial_Theta1.reshape(-1,1),initial_Theta2.reshape(-1,1))) #展开theta #np.savetxt("testTheta.csv",initial_nn_params,delimiter=",") start = time.time() - result = optimize.fmin_cg(nnCostFunction, initial_nn_params, fprime=nnGradient, args=(input_layer_size,hidden_layer_size,out_put_layer,X,y,Lambda)) + result = optimize.fmin_cg(nnCostFunction, initial_nn_params, fprime=nnGradient, args=(input_layer_size,hidden_layer_size,out_put_layer,X,y,Lambda), maxiter=100) print (u'执行时间：',time.time()-start) print (result) '''可视化 Theta1''' @@ -124,14 +124,16 @@ def nnCostFunction(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,L h = sigmoid(z3) '''代价''' J = -(np.dot(np.transpose(class_y.reshape(-1,1)),np.log(h.reshape(-1,1)))+np.dot(np.transpose(1-class_y.reshape(-1,1)),np.log(1-h.reshape(-1,1)))-Lambda*term/2)/m - + #temp1 = (h.reshape(-1,1)-class_y.reshape(-1,1)) + #temp2 = (temp1**2).sum() + #J = 1/(2*m)*temp2 return np.ravel(J) # 梯度 def nnGradient(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,Lambda): length = nn_params.shape[0] - Theta1 = nn_params[0:hidden_layer_size*(input_layer_size+1)].reshape(hidden_layer_size,input_layer_size+1) - Theta2 = nn_params[hidden_layer_size*(input_layer_size+1):length].reshape(num_labels,hidden_layer_size+1) + Theta1 = nn_params[0:hidden_layer_size*(input_layer_size+1)].reshape(hidden_layer_size,input_layer_size+1).copy() # 这里使用copy函数，否则下面修改Theta的值，nn_params也会一起修改 + Theta2 = nn_params[hidden_layer_size*(input_layer_size+1):length].reshape(num_labels,hidden_layer_size+1).copy() m = X.shape[0] class_y = np.zeros((m,num_labels)) # 数据的y对应0-9，需要映射为0/1的关系 # 映射y @@ -146,9 +148,8 @@ def nnGradient(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,Lambd Theta1_grad = np.zeros((Theta1.shape)) #第一层到第二层的权重 Theta2_grad = np.zeros((Theta2.shape)) #第二层到第三层的权重 - - Theta1[:,0] = 0; - Theta2[:,0] = 0; + + '''正向传播，每次需要补上一列1的偏置bias''' a1 = np.hstack((np.ones((m,1)),X)) z2 = np.dot(a1,np.transpose(Theta1)) @@ -157,15 +158,19 @@ def nnGradient(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,Lambd z3 = np.dot(a2,np.transpose(Theta2)) h = sigmoid(z3) + '''反向传播，delta为误差，''' delta3 = np.zeros((m,num_labels)) delta2 = np.zeros((m,hidden_layer_size)) for i in range(m): - delta3[i,:] = h[i,:]-class_y[i,:] + #delta3[i,:] = (h[i,:]-class_y[i,:])*sigmoidGradient(z3[i,:]) # 均方误差的误差率 + delta3[i,:] = h[i,:]-class_y[i,:] # 交叉熵误差率 Theta2_grad = Theta2_grad+np.dot(np.transpose(delta3[i,:].reshape(1,-1)),a2[i,:].reshape(1,-1)) delta2[i,:] = np.dot(delta3[i,:].reshape(1,-1),Theta2_x)*sigmoidGradient(z2[i,:]) Theta1_grad = Theta1_grad+np.dot(np.transpose(delta2[i,:].reshape(1,-1)),a1[i,:].reshape(1,-1)) + Theta1[:,0] = 0 + Theta2[:,0] = 0 '''梯度''' grad = (np.vstack((Theta1_grad.reshape(-1,1),Theta2_grad.reshape(-1,1)))+Lambda*np.vstack((Theta1.reshape(-1,1),Theta2.reshape(-1,1))))/m return np.ravel(grad) @@ -223,6 +228,7 @@ def checkGradient(Lambda = 0): step[i]=0 # 显示两列比较 res = np.hstack((num_grad.reshape(-1,1),grad.reshape(-1,1))) + print("检查梯度的结果，第一列为数值法计算得到的，第二列为BP得到的:") print (res) # 初始化调试的theta权重 @@ -256,5 +262,5 @@ def predict(Theta1,Theta2,X): return p if __name__ == "__main__": - #checkGradient() + checkGradient() neuralNetwork(400, 25, 10) \ No newline at end of file diff --git a/NeuralNetwok/predict.csv b/NeuralNetwok/predict.csv index 42610e0..4368d95 100644 --- a/NeuralNetwok/predict.csv +++ b/NeuralNetwok/predict.csv @@ -99,7 +99,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -107,10 +106,8 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -3.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -122,7 +119,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -6.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -140,7 +136,17 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -6.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +8.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 +0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -259,11 +265,9 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -6.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -4.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -314,7 +318,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -3.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -349,13 +352,11 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -7.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -5.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -390,7 +391,6 @@ 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 -6.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 0.000000000000000000e+00,0.000000000000000000e+00 @@ -503,10 +503,11 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -6.000000000000000000e+00,1.000000000000000000e+00 +9.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 +2.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -518,8 +519,8 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 +3.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -4.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -529,7 +530,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -7.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -567,7 +567,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -635,7 +634,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -4.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -657,7 +655,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -7.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -673,7 +670,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -8.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -722,7 +718,11 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -5.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -842,7 +842,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -5.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -882,7 +881,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -3.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -906,7 +904,6 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -4.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -950,7 +947,10 @@ 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 -5.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +1.000000000000000000e+00,1.000000000000000000e+00 +9.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 1.000000000000000000e+00,1.000000000000000000e+00 @@ -1001,10 +1001,8 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1023,7 +1021,9 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1043,7 +1043,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1055,19 +1054,16 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -5.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1079,29 +1075,25 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -9.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1110,7 +1102,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1123,7 +1114,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1143,25 +1133,19 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1178,23 +1162,18 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -1.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1205,13 +1184,11 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -0.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1229,18 +1206,14 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1265,11 +1238,9 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1290,7 +1261,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1309,13 +1279,11 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1329,7 +1297,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1360,7 +1327,40 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1381,7 +1381,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1391,25 +1390,26 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 4.000000000000000000e+00,2.000000000000000000e+00 4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1419,7 +1419,7 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -8.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 8.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1451,7 +1451,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1459,7 +1458,6 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -6.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1474,19 +1472,21 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -7.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -4.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 -5.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 @@ -1496,7 +1496,7 @@ 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 -3.000000000000000000e+00,2.000000000000000000e+00 +2.000000000000000000e+00,2.000000000000000000e+00 2.000000000000000000e+00,2.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1522,11 +1522,11 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1561,23 +1561,20 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1586,7 +1583,10 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -6.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1600,23 +1600,27 @@ 2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -9.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +4.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1624,11 +1628,8 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1687,7 +1688,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1717,20 +1717,17 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1755,15 +1752,19 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 7.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1773,8 +1774,14 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 +6.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1789,14 +1796,12 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1833,7 +1838,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -7.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1856,7 +1860,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -1.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1874,7 +1877,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -2.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1903,7 +1905,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1916,7 +1917,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1934,7 +1934,6 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1943,7 +1942,8 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -8.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1961,7 +1961,7 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -1974,7 +1974,7 @@ 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 -5.000000000000000000e+00,3.000000000000000000e+00 +3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 3.000000000000000000e+00,3.000000000000000000e+00 @@ -2076,11 +2076,11 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2102,7 +2102,7 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2164,11 +2164,11 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2185,7 +2185,7 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2199,7 +2199,7 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 +7.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2215,7 +2215,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -0.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2236,9 +2235,7 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2261,14 +2258,12 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2280,7 +2275,22 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +8.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 +4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2302,7 +2312,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2312,7 +2321,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2350,7 +2358,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -0.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2359,17 +2366,13 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -1.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -2.000000000000000000e+00,4.000000000000000000e+00 -7.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2422,7 +2425,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -9.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2450,7 +2452,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -8.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2465,7 +2466,6 @@ 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 -6.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 4.000000000000000000e+00,4.000000000000000000e+00 @@ -2505,7 +2505,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 3.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2514,11 +2513,9 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2546,8 +2543,11 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2572,16 +2572,16 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2599,24 +2599,19 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2679,7 +2674,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2691,7 +2685,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2702,7 +2695,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2715,8 +2707,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2731,13 +2721,11 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -2.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2750,7 +2738,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2786,15 +2773,12 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -1.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2831,7 +2815,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2855,7 +2838,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -9.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2904,9 +2886,7 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -6.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2917,8 +2897,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -8.000000000000000000e+00,5.000000000000000000e+00 -0.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2941,16 +2919,13 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -4.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2982,7 +2957,6 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -2993,7 +2967,33 @@ 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 -3.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 +5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 5.000000000000000000e+00,5.000000000000000000e+00 @@ -3058,7 +3058,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3068,7 +3067,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -0.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3076,7 +3074,9 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 1.000000000000000000e+00,6.000000000000000000e+00 @@ -3172,7 +3172,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3202,7 +3201,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -1.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3234,7 +3232,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3291,7 +3288,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -4.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3326,7 +3322,12 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +1.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3339,7 +3340,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3434,7 +3434,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -2.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3464,7 +3463,6 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3478,7 +3476,9 @@ 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 -5.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 +6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 6.000000000000000000e+00,6.000000000000000000e+00 @@ -3513,13 +3513,11 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3532,10 +3530,8 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3593,7 +3589,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3601,7 +3596,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3614,10 +3608,16 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3632,7 +3632,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3658,11 +3657,9 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3684,7 +3681,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3699,14 +3695,12 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3723,14 +3717,14 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -2.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3793,6 +3787,12 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 2.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3821,14 +3821,12 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -3.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -8.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3836,7 +3834,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3851,7 +3848,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3875,13 +3871,17 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -1.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3906,8 +3906,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -4.000000000000000000e+00,7.000000000000000000e+00 -3.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3953,7 +3951,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3970,7 +3967,6 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 -9.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 @@ -3998,6 +3994,30 @@ 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +7.000000000000000000e+00,7.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4015,7 +4035,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4028,34 +4047,57 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -4.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -7.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +2.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 +8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4067,7 +4109,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4098,7 +4139,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -4.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4123,8 +4163,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4138,7 +4176,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4166,7 +4203,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4181,7 +4217,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4192,15 +4227,12 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4214,7 +4246,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4227,15 +4258,12 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -0.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4246,15 +4274,12 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4263,7 +4288,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -4.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4274,7 +4298,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -4.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4291,8 +4314,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4301,11 +4322,9 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4317,7 +4336,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4341,7 +4359,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4351,7 +4368,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -1.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4360,24 +4376,20 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4391,9 +4403,7 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -4.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4407,26 +4417,22 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -6.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4453,7 +4459,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -2.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4465,18 +4470,14 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -3.000000000000000000e+00,8.000000000000000000e+00 -5.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4492,7 +4493,6 @@ 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 -9.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 8.000000000000000000e+00,8.000000000000000000e+00 @@ -4501,13 +4501,10 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -0.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4517,19 +4514,15 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4547,7 +4540,6 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4566,21 +4558,17 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -2.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4588,7 +4576,19 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 0.000000000000000000e+00,9.000000000000000000e+00 @@ -4610,7 +4610,6 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4625,7 +4624,6 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -8.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4634,12 +4632,27 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -3.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 3.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 +8.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4653,8 +4666,6 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4670,7 +4681,6 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4701,12 +4711,10 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4734,7 +4742,6 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4772,32 +4779,26 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -0.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -0.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -6.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4808,7 +4809,6 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -4.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4841,7 +4841,7 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 1.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4851,14 +4851,14 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 +1.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 7.000000000000000000e+00,9.000000000000000000e+00 @@ -4912,7 +4912,7 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -7.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 4.000000000000000000e+00,9.000000000000000000e+00 @@ -4934,7 +4934,7 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -0.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 @@ -4995,6 +4995,6 @@ 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 -5.000000000000000000e+00,9.000000000000000000e+00 +9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 9.000000000000000000e+00,9.000000000000000000e+00 diff --git a/readme.md b/readme.md index b9127d2..1a013c9 100644 --- a/readme.md +++ b/readme.md @@ -547,7 +547,7 @@ def nnCostFunction(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,L - ![{\delta ^{(3)}} = {({\theta ^{(3)}})^T}{\delta ^{(4)}}.*{g^}({a^{(3)}})](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7B%5Cdelta%20%5E%7B%283%29%7D%7D%20%3D%20%7B%28%7B%5Ctheta%20%5E%7B%283%29%7D%7D%29%5ET%7D%7B%5Cdelta%20%5E%7B%284%29%7D%7D.%2A%7Bg%5E%7D%28%7Ba%5E%7B%283%29%7D%7D%29) - ![{\delta ^{(2)}} = {({\theta ^{(2)}})^T}{\delta ^{(3)}}.*{g^}({a^{(2)}})](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7B%5Cdelta%20%5E%7B%282%29%7D%7D%20%3D%20%7B%28%7B%5Ctheta%20%5E%7B%282%29%7D%7D%29%5ET%7D%7B%5Cdelta%20%5E%7B%283%29%7D%7D.%2A%7Bg%5E%7D%28%7Ba%5E%7B%282%29%7D%7D%29) - 没有![{\delta ^{(1)}}](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7B%5Cdelta%20%5E%7B%281%29%7D%7D)，因为对于输入没有误差 -- 因为S型函数![{\text{g(z)}}](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7B%5Ctext%7Bg%28z%29%7D%7D)的倒数为：![{g^}(z){\text{ = g(z)(1 - g(z))}}](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7Bg%5E%7D%28z%29%7B%5Ctext%7B%20%3D%20g%28z%29%281%20-%20g%28z%29%29%7D%7D)，所以上面的![{g^}({a^{(3)}})](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7Bg%5E%7D%28%7Ba%5E%7B%283%29%7D%7D%29)和![{g^}({a^{(2)}})](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7Bg%5E%7D%28%7Ba%5E%7B%282%29%7D%7D%29)可以在前向传播中计算出来 +- 因为S型函数![{\text{g(z)}}](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7B%5Ctext%7Bg%28z%29%7D%7D)的导数为：![{g^}(z){\text{ = g(z)(1 - g(z))}}](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7Bg%5E%7D%28z%29%7B%5Ctext%7B%20%3D%20g%28z%29%281%20-%20g%28z%29%29%7D%7D)，所以上面的![{g^}({a^{(3)}})](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7Bg%5E%7D%28%7Ba%5E%7B%283%29%7D%7D%29)和![{g^}({a^{(2)}})](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%7Bg%5E%7D%28%7Ba%5E%7B%282%29%7D%7D%29)可以在前向传播中计算出来 - 反向传播计算梯度的过程为： - ![\Delta _{ij}^{(l)} = 0](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%5CDelta%20_%7Bij%7D%5E%7B%28l%29%7D%20%3D%200)（![\Delta ](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%5CDelta%20)是大写的![\delta ](http://chart.apis.google.com/chart?cht=tx&chs=1x0&chf=bg,s,FFFFFF00&chco=000000&chl=%5Cdelta%20)） From 7eac77f7446a0c69bfb1a8be7da405895409d131 Mon Sep 17 00:00:00 2001 From: lawlite19 <849451478@qq.com> Date: Fri, 8 Dec 2017 10:46:06 +0800 Subject: [PATCH 04/15] =?UTF-8?q?:memo:=20=E4=BF=AE=E6=94=B9=E7=A5=9E?= =?UTF-8?q?=E4=BF=AE=E4=BF=AE=E6=94=B9readme?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- images/NeuralNetwork_05.png | Bin 33572 -> 43815 bytes readme.md | 15 +++++++++------ 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/images/NeuralNetwork_05.png b/images/NeuralNetwork_05.png index 72c4df33a3e4df5109ccb12f693ba0901e4440ff..241d2a09cfaa24022f8f6bb3146fc4fa152124b0 100644 GIT binary patch literal 43815 zcmbTdQd|ir1eqe<-oP`_0je96h)>SHV;n^3=JTtjSo2W z`Mek9Q*LJT_HdT8(Az*Z^UnI8AuRCs3=49N^2t072u*X;aR$Ne?@5V)-8KsXoOJ#d zaIoO8KY|WKYuw?UI5BYGc!DrbdFz5tw@)w-nL zoBmxU64K|BSzgoAly$Y6%_uEATRwLjU?D1BF8GTgp>)Sw~G zFu1kfy?MWH1e#C{<4v!}kMFq5@)zKt$?WH zcxu+>=`8`9-gF!^gNNBdY}_F@1_oO%I^6Lb>S49+c4>wIe#FwKzw8ayK>K-B*)-9_ zki^d;A7%zFBjvd2{N%CQ*% z1shulxYG34YET8l$Cemh!0Yu;!XK*0nTZ3*+5BA`ah<69?s`OZIa$(yD$iEc6WfM_ zzrQr&R`N6aP~+*X7+;&TXhArzm@HhEg;s}v`y)QFK%+_r>pO59rJFp4G2O?Ewq_X} z7awmI$k^P76-Cf&`3|?IP8@mU_adgh$xqb8qYsQ7W?s3YeqbyVnBFpxSY}I9_jQCT zLe}!2Yb;SpfZj)an!=4OtGsp^xV&p~0DD9vZKO7O^Gk~;;1xKFU{e%V37>ydae}RL zAJiK>#V<;LJ(92Q1rKXFLVo&ik5V3AxYW#=zp}`%V=xa|>daSiGK(B{BkZ#uVJNRR z#J3coAQxBrhsu-Oc$z(b4&x3rhhim;_+kzs9&wZj968La_{=A$a8xci0Ahak8ZO8Xe zi#S?x`^CK2V`!#bd==Ei1uz#WaKiDp<|-dZEs-QYnz zJ33b8&^68~GoCHCv=MR@#N^M+w=6X!qL~_WCF~tqn3?gHBU7{t6LP$D&SMQ++YiUa-EDOtx zm-BLD?)^*Q!{z05ZX+h8;f(M<*mlIi6idN-dG3xJJwk$%rjF)v{mg94kwRIl=4=5H z7WK#Ohng)2LwG|(X||-NJ~!lm5yN<3I7L`deiCb>8|p=NeJc*BW{Y+zw2E_mE~crh zA>^Znf!@d-j)g>a=Ew!R+ESFEcOvn=J;qBtyCU8IJZ+u!N7B#Te(mQrS4}gU2X2&v z(+Fo4LQGOeI$XlmFLLI`1Y7=vB(6L1Si5!C$IWh%!SPno?Gqo^YnlS;dLEY7Pg!Uz z{$$aPT7YD1EiK^K2Hl`X_k3=40fjrx@YZUP7A!+?H#kD3jPi8DZIuBXusG0u69!;$ zqc~u?YLk%wyoh#<8VyL?AFL=A9U{zs0sk*7FZy;@R-s)YpfzhYi=G*-{$q(6aBMjm zb#vH%902X}L8xt(|2D8yj`d%TImZJi3wWFIanb%S>r`t2&wAw3eV%AtEuqv^!au*r zdnz>Z8NU&9fk=n4xp|1>R3h^jD&< z!~RJ7IuGD()8iWJ(g4TJ*XP-n71&`sgpo&CVNd^`hq7STHp|+z9;*1BX>uyP7ma+% zbQ1|z{xSygGv>yO2&+rDeDfi6OYq6)XdF0n%m#kTvpJb_)=h)zZ``W3y;NDUJ z0Miv@2hvbNz!6--8%iEfB61LX_)+XK1luBJvoHP9UYx5!a+`8z*pn&QiM%_7^vtmli=ogpJ zL{d>4+k)vX!HB@9Q#R`54Woi-^fB1QsH#Df(k990x1S#nN$4w}g(A5(gX4uHP8MV3xJ;_A!`2J zCKadQkf15kj8@{{6M4n_+8DvOBIYo={w!rriILMjNGzfOWua9*DQpPg051F~RA{Aw zMIF4wEe*?oah{x;zUA7*BL4hve8`+z)aoau%O-!qY*rL`U^~{wi1-DNS5Tgw42gF2XlzBf_$@y=p5c?SFUPap9=<#5)P%{uJp4gNqM<<&F&p406F$ zFQ!<^W>keZIld;xj_1$PG?38eeBSD)f4HHGKPrS=9>Ga6lfD;ZiR}{@7eN#=6mdts zF80>7H|5ftxsLk%00x5^+wHm&v&vzItfnI#i&#`%!h!6CL9YhRcV5M_Z!(26dePf_5 z{@tNDy+=R0ZxdE3SgnPkpdfoR%TslQ7qx@Q=dVC=IAS~usK^^Ez&GJ+hpTZmyygAgue*rT)_!}SzsacHwi}Th(-}uXwtFKo44?u;# z@fKC5hW{U66A5&i?jVq?3H)OiazgEfYVa@^%zto=0J!@Ua9tip1iA6QQ|N)geeU;Z zfc_zLH$0m(uzAEi+nuG{Ke8eI-h-67+~8jb>EPid0Ww*i_vb5ZZXoj?ZAMYFVfT4lsQu817>~~rlwKJ*1Bk^KuD^bFpGWKc*-!Jd%3%f zUV(KR>yd%o0Rb(s9T=I-W}##Gn|<0s8(ZvoHZccJEPpi-VyZ5!jqSx)5%#j#iyw%2 z`uIR2Wms_^buM_*HyNAUu&wE*y^AQ8{#bs-z>z>Jz> zaE#O1uH4jgARJ!3FU1#oTT2cLTkrIaCCozQb3DtU@EF%m{DkuyAxx!ha=n@`fnu!X z8>$lNis3Y7F>-z+eEF>rvZ@~>&RizV^rI2Ebs*x?Nh{mB$T%Dz>iK|c=6fPL^p#xQ zJNaq538_8=Ga>yqd=~9h>0mkrQ)aT18$59^5;BF4?)%$fxA)yFwIR`;!zp-8asFQo#k&t_RT&OuENz-b1xxGCYlyYZHrNEePdY$o*vu1jJz5dWy z^zd^i+3M<;l4TQXLq*0kY=CzaevZu83qMXJKy255MLzq`p~j$eK&hO zgonX$R7KZ@*VR4oR$t5uP8@!H{+PGvC9RbYAL@G9^^rZ1d~|O2w6?@*S>WGCW8LZH z^m^xa|Ml2=A-2PNZZJwb1k{*rgjV13JP-LGL2qAl@rU1a|A~dwR@rBc`DBm1F5BHro48Ur#SYG7`1Q{!o;=rLUvm z;@OiXUzA-uFg6)S5f3r?#*R=WVw81X?K+;5tWy{wzp6y3;CXj{R|6l)h9=;1g0&Et zpu35J?oycz8&ImGVLLX!!7fs#cmp_vNA6hcq+5Q>G*H9OJYAn38aDa>Rx@F{_^hL= zQLL;1AaIG&I<(+};C(-MQ>64tNYs7V#HgSlFLcy{3o>?YE@8(ECj-{35=*mzja_gz zP_M$#+O>Cr=9}vTq{Jpc?Do0>?v5?GNdtfhiXy9j#1mwNGWA5yOoQPiUrV7Ey7-Cw zCxVouUc)pAp23NIz9s3=Ah}wJ}-QKwS2)`H$ z^Wl@#Df$wb<>mn>a8SVXVil$@1a?_;h;>6=^~hdN%U^F|q4X2R0OHO!^GU!J#ww@6kZ?MMKaZ`W_eZbSz=wR^bV z6#p5J1y)kOZTmek{n4~`xpQ`PiOSt-G)c2NEl{F`7r;{S3uNk@bqz~rPMh04#^Ei= z=~8FmMAFXV{&S;gNptGMY6)i^3nJXs!fWG>D%_9Gsf9*>I;r)ft%Hz@2Uy+kayOTy zu*OBpaH+m*6h=d zy1}<*%S=*qs|dquAu?VYsK=T0ug#9oUWpg?jiR|H8z?tt=VA(;xv?HHrL4U`=;w6- zduf?3%#u2rFWQTTXngg+iO2g?R?~K`CV4=?wxRkMw_lT6eYo&s5-{^GM(g~zm0o#j zVNtqR)9}z|a8&^|EN^pdPRiiC@AnJC3uI4UO-Glv@N^6c{nr9=>s~TjZyxX-{UtAz zP-xW8mBIs0=Lb_wI)xC-;iSY~U*zfgO;ii?*rw{rN4ZVS7vX>G*<$PmrR zqh_G?k`0~ZMgV!y7MX%q2$oy~ZVKj8mV-tS@$I;>rq*G8W;yi;o$ubF#v4mpSG*o> zH=iC$+#E@`UWUxTv?!m=?dL5LO5W&XSoGdWkX{ZKWih`}an@RNBY=KrpdW#`>!95Y zXQt;%W~wwu3#VbsNv#{x?G>h;c*lWhh@RMf2)Bwv(e4-sFW*DGEI!(Ic{R-cJYaK1dFKssw4=`M1Gr7>rQtO>0||J#0=N-W`FuWUTzW!q z`G;rC{Zz57txk%XrbXJi|3VMX>JP20z zThA$qZMrw%iT9VWHe4tMtJZu!84+8O+(xO}Z-`5l{AAb*LT74T>QrI{lb(0*ol=-2 z>7>0CWb8ftBI;S~7BIE$l`z^a2cN+{3f$LFFijo=`%ADQ`mL<5)6G5c85t*C4nTI<%^!#}{bk&!Zn z;CQ#~-U2r}hNH#>ty<5?Lw*P;Lm&{WBP#gxt!Hpu9d|M{*6g+f@uv37g*VRwrk!nX zQ2b!kZ-Q)(>l(7$kAnf}!Li)$$$uN<48XljKp4q)HCqL>cBwAQdMX_*bP8JRwI6r4 zeE|5Axf}HLiNngv1J%00ok?DR+YwWB2GAW4v&BYcv6?9L)ud^)ub1wPqB1-g;F3N%C0QWuNMJ4!rqUT zCO|a-$!wzd`X-Q`Q_hqi9y~?S9n{_`9Aw7VejxTlVJ`CrC-l1r6qb{Dsk31}uFOs~ z7v3SSh|S@lGj0KDt!SCf;S_Pl$D)QeL~yhAdw&AXavkhVxsaFZ3*?B%nA zr=yLfD*<+*?NC71&dr}GANPm~#nAHr#&YYv62CwUVd1d$eoRSOT$!FIF}1GsvP<(O zyV)B#l^T-g2q@9=@wb4|_g(z(<;G!jsD>5m_Hwx)`s6~6H1%|UzlRvj=fd7j+D_)_ zc$Xz-xXgy1jZ83x$SVxioT$?#<33h&`g-=cTawzM<{9xRH4wb_!||0cNu}Z6x?fX z6q2&y8_hcxYGZ(Pg%J74S#<%vs*U!$H3`XQGrgr_iRkhAHJT@&3>FryKsY=U;bH}b#Q^`aC^Pjm~af<2-Gu|L~1Z+H@2G9e{{JlYaczZ^e3e|T7SWa&iPiX0F?Yr=IEQhJH6Wr zi=ts}eg%a*!Ot&YBg<6RcyVK>(dB!fp-ws33sWDfMsR5jAd^ucfmXUdg)Bil48S;) z`<2hbM8M59p_eigRU0y7x$A`F&}ZF~X-Qz?dhDfhf-naBOXZept_phSZtHH!8Kbg8 zgO9`0EgaFI>6smqKx?az}zS^R+I{_P6m+xLY()*}tm zM9aOUjctHVJFRXvbp^l{2mD-sSh|iTPj}ijlx)sjwkyuK$f?gmT@)Kbz1r%zC~Obk zAqH+^NdIZwcWq4R;15gd7p1Ijd>F-BBasts5pp+;e_lkcUI9r$6Ybhr1AjWCn=@q9 zIT)s^>erUJj)F7Oe!$Z_Rz}A#;GvGE6|WeMInbN-vD$VEXp33%zG zXbmdZ^$F32hy$C^^N{ezC77lE1um2G;3#0Y?3CddS`A=J!3RucxX1jODD@gfOq4b+ zMIEon?bBsrhYn;9JY#k!(~MjzUXyLeamjY!xtca(On^|-@*d>C)ok-b1XlbG4E95- zXsPMMl^IU|2#Xz~h-Al}6UoWg+O1^m2XJ-$n;3WDJHDpnXVgZT^PD>gfX$BZdGTj- zYcq%cUHV(Mg4}x!-UO7p3?0`KJkxf+7YtlX-`@Ko@$jg_4z#y=PucAz#Vg>#<=$0? z_?SCKB&?ziaeuGGl(ao}P`zsV=>lUBr0oys>0H*hzkIynrT0AUWbM`SY8 zmKtDkno~NF_0=#b(Xffh&HKk{tVJoFB~)&LNSY(KI(zU?d&xiDkKUfHoRXq5pywMI z9ZXlHKMG0did!y#%r-VixTTbgeFY%X3_R2ElTR~xUu`m4MA*GN$dahp1^^YxuIh6pIIb1;-9RwimgD4q~)Y>Vm4Iml>B0AHEOmve_!zMARFA){kR1=rYU!@>23 z#?DXkAQ5Q|JQbmjFw$M=8Ls+T42BBMLJe*ibFkIt-=ky|ugEea3X!Iq$#1gnvjU9- z5VIo+0pWwxWYZyyZ-AEr!pP!i8f7<5w2y(z{eC8|N_p9KHPNF0gUnm!lg00p`>A(| zCiHF#hfzwBLH((Y+OE4R&;Hy848HA*I2KSV7M<)uxJ%~*pMZ^aF&N5vYrDKBf}oy= zN;iHRLvW=Hlg3XAMVZ{JP}zgW)({D0^81pa!TNVv-vNMt7=(L1IA5kgC|fU6=Ioze z7`O7P#0e8d!`T(N$dri!Y^txwq}+-{VW9THv?ZBrfe2_GRfwdR61slOW+EFhlqygu zqiXhB>(@^!x%ue?*G>d@c*fe(SPT~aa`|6Ot(*94JE>J|54e>M7tl~7mB6< z@qq)E1oUOPCKaLv2sJDyYr;RtvJjVD-Bnc_qLX56zal^~lb-Q|g&xXjrAJG)!Hi^U zFWKwH3FkJiP?W|qXoh$!!Gp#-uJlUB*124DzL>Jl#1;zdpRONb;}%p@i|j zUOWtdSsxTGn0}{~wtzj}0DzugV9rZ!XyVjcWp1qJ#CkI9!cLvRXAIg&c7s`waAOpS zqK-JAJIJc97#bT-)J|O-M>m=%xe~agtrP@Pzah>_SY@6=(V$4On1fTJ`s_?;_epi| zgfx{f2FSRnZGc&VkjX2p7)xA~1@t2`9dSBPaS*5$r%C*AXqi$`D_zvLWqd9V$$QPG zzy{0KXX##;FiJAJu!^b<>sEPuBOr;SURn8}q%bA$JG`vAk)T=#c(5Yo@?|}76LCN* zLGB4Gi$hCwh(>ZcY_@ky`2>XPb^*+|*@U&7$vD(}g#;Z%^FSShNtH^Y#g|^-N@(Y* z!ftT%in|*_)u7zc?pVaGN5yw zxe_hWNrz>PUn={}YQG$9cKaQ%KBiW9Yg7{?Z%0_iB$DoWFZ!BFVhmK+JGB}Cn6fvn z4qqzrQmXL`7)g577JyYdN6u^8bR{aep-wjNC!|^*yfO>mS#f|T88p%Zx!77Aft=d| zqLPDvg$$t7N~oPhRk|#-nm=e(#|N>r)`$sRLa>jJzoa^f6dN)Q`3g=#XvlclvO_I_ z!UZ40uZewFE>lYNjdJ-Bfe2Nb%8LXf-4;MEw3v@a%jg_apup~0cx6GFdpB1LkrROW zpF3<6@);6*!isLTrc;4}`VBx*Rinn!$3p(;B0EC-8Y`9{H5fsxb!ID9k^|-|bmoj6 zjS-gM)L=dXOTC*V(-V%jY$G*zd@_yvc+cSXzN`ixa) zj$x2SSmzCA-KCGc&*T zeAj@-8nsm=Ex~1BD&9Nz?Z0k&!-IEO;d};%0YPpGsPF=oy;gj@?lgk`^JY>1S_>eg z1L{Bj>qakA0PdOY^gWb#ZA806McTDUZI~z5CpY3!J)e} zn{nO>|9KSM@XM@#dy`O47Zof2X=VEBY#)k#I}z{6sUrWJ2?ql025XI%pH}~X{r?`P zSE31biksm!C}{h&6cFZO_U$(a!dG*9flCb5xdR`T2B4d`9?rE#WqPw#$dpy{!xwzr zpHNJRXdBO8R+m8~;)_~xBjr~@Ax0`UPN0xaH8&GFXb93qS+0xq(UP?k{~Q`z!R*5k z_(T3w2JU+R?d`5@Yz!OoJ@F_TK0l&v>yffqFfn1rlTQ^}y-tFb45ilVbA=a2k{7Vj zVA43Sdlx>r4%L!?Z53|I5pVmzRgV|n)%62WQ%*9gE$MnrjK>Xn&i#w_YXSLJz%K@_ zjQd9cV-e9g9RSs&sS3fdUq0D@7rQK6b2pcWo;4$+g_*&Ffc-CNjv+ND2un;xSTU}S z>MK=4VJOeJP-~1_?#L{hjW*`KZ$In0#Dz%BzS}Rl6G9`t_V{zsX<7e>U&%T+p_8qnu*>0+qRJcK5&qxw6S_`*4K&awD|;X-{~tSR<0o7@d;3aXem$czEi3*&!^AhaiBSF z>`j4bIE7*AT%SBu!R4;nh%o#0r7jCQ`GI}y+j|M=7M$G_BAu13N1HZXP#!AUztx;V z={>Dn-33QBTk;N;Z9a8r@Y)+$X$CY6DnGu#Gqn;-3vKh6={SA9*19!&Vim!bQ#;2p zUo*PX<}-Fwy1j7ylF%pMPHnLF3{3Le4btlW?tR(2KT8{$QYtBY63XY|X?eA^d$j(* z%9MwFasGmG?6Bv|B_MSip7T@8B7+Zyd$BeCy$Eae1k!b z&<9sQV4GK6?zynAzY3{h&%5lFWt2qWYCpN6!OrY!5N(Xbv?}*AuxT##6DFSL;eH48euuOL6GJh?gjqi@#$ zgjQ;at3ndrerdd^b$gdT*2WZ);Wfw!yN<#y`gt%3&J9(eMVi2kz^`I}#|3Aolgf19hg<6Br$r5JDX~cRGSDnX);JZ4tx8dFuG{6D%~QY~DJ3y|%VUL9&$aCs09fKD8e1bbPHt zn>|2%$iol4Je7PWfpvhH`(l5^>6vM4<>wgq2=){Uecohh*Mi<@O=JV#-b^bBPWCsN z9$dI^bMSLKA4^g+Yte1HPioT-*rcUePnA>(M zuYZ=tc}k*dVf;jX0;2|Yt6wz?3HRaM*n-j_EV2MY`w;QrzxOhzi?aDf)AS1pXn!n0 z!BJqLhW%?V;(@PLZHAklDE#+5_AeqAipEuQb|fK}zvzBb1|yL-uUr09@)5_xxnBt* zFpH>mt|8xbGPLwmK>Ee)lOYWeJA; zrLylM+Kk^GxMg6L_&-a$9M7l4RHr>H+>)a1O>C*lKp8l&8y?tv3ePw8hWhUyfkSo;Jh*gg;ojGla`kZn#v9P$PR-bU=}5P}_75KG}`U;qO~W zXlqwmZ4m$7SF=4@|JO&*YV-H5U zB_DQvmleO)=`jSgv%sleSJpAnSJzTeq$K-!qzWA5q(megE{hW|SIZKqZw6m*`s)BH z)m#&541v@ge{uefhskE)RnCv7VM$1WhLZ|qBJ_!8IyU*KifJn5wh&9Q={Mntsu5TR zgANEKqCLqxTaooR>t?l5wmO7a-j2M~1$Aw{OZAekblGu?S1BzqX>di95AYz;M=oYX z9GACzW)Ro zI$2_k%BsrjqGpR^^+Ikp9WFI>uzffVDZhf!tN{O(@c%3TnS{4pk1pX7N-XKJ;4 zMI&g~-bR0agR~mIcA;5Hg&HUeD?ckMbXQi6akaaN))tE#vcqBDt)4!Gi(++bpx8E| zlJHyxhAHLaj|3*6574A%D3h)}jG#6*c=-;G{OZVcyfu+>SQ{nGqg3E0s>Hyb$5AQg-rp?y z`u@4GYQj~kwIs}fJEkU&j6792B^^2~Fq4KzjwD_i{`I%&Q(7=UU*+BXf= zPL%g`4auaC-Uw;Bwz(gSuC!`Tq0Rvk`!InnY3anmz8f1mTFGx~wHOWF{1)VKG|ngn zYW2fRN`B!Duzu>0M4ilSE}$QD6p(CYI4$NIWqOmJ(yY)K#AjH5X@u41s>engDpdNz zo|+N|BC#G(%>w+8*aJO$;aihnv}=!}a(QE>fzb-W#Ay!SfyZKQ;LS(Zl2pZ}vM}FR zY}#rvm!Yu7WiXh`35$jKsm|ghD?b9!N1U^Y@vnBm_#6;cAFGPFDXGSWRVW+7EAi^x zo`k}HVMxK+3Ml@HV=C7tVL*o`qe~YS_k)pMcr;K9g&h!){9`IIWVnFG zGF|^+%Rdb7Mfk?_Yv2^Oe_*U8sy(Tij5{y?uJO94#{l$wxY`W3cg|xQz`Kpb;t|>h z<9i?1op9O|%KsJ@-}qbvKJKE~{Cj93`F~mxJ<>OX8v)MF|9dT?9QC`is!S?_{cp?u z_nQCr_rJH%~0Qyh@P2m_C@6`NH&#>Dv{i3K|<-J6#LW zZpQq=li8bqbm)+QenuejVxF=+%D(YWVk`Yh&n$Zf`@dL{Gahl$g{MkOfsn$CQyX;T zxz-s(m3yQTotB_IkDw{_d*Jhv=X&Y@DXc+I!b!wjy5c7s40$_AVtEH?w6(VayItXv zPj;-EiSkw1;^bYq^xU6yw)!yN!bgutSa1>pH}vpT?DJ2~4`DTh$Z>@zxbbOM;dQ}d z3FfFK3~vqrn6lI=!kOCy8sM%N;*O)pkyf;`!6IT(h5h}xB#Y-sV2o65uazH3Oks;w z3oD%~zVmEYA7S1!wLHa)d}h5I86@nqPg%4x$dK^CfSQX(XUvKOqT7etNiT?plD>z+ znPtMAZT(6JQ9$O=UncscbpZ3HU}5zXe}+b*cS3GVv*nbe6h-!WmmAN+p6mj-E-m`N zVV9c-sv!XFDq}1^^q=oR(u29*-P5&?Kby{iF3%^*;&N&g8OfBkzK%73I=#STcADGI z4g{??R@f^F-!vi<IKSRMzV4hKdQb|?Mnn#|-M$y(Ix^kwDcvJ#qS#_B7UNpAp3UhT$SSHd7dp&r zY~NbRcX&%ILohKRUvwIDMNX;KYDN8(ueiX?ZRJPw>jFqb(n`c76(i2<92nhWsH|r~ zrF~^-l3mo;PE$jrRk2AFva;FANm@Nkc7juAOJG9V;pBKjNB|BACG-P>aRdBjds&V8 zSyK2MW)i1qI6xfKFmHEYA;etxVi{0H^YN+Qehj*=Y|RDc)LLi=Y7+vMwP><=(2kG! z50;j%MfHZOqF1&y{sX=)=I{{*MkDNuDN zsI+(pHHKzfJhM`1!fQD1`_u2}4VnrwTm1_oiJ)2rcu@}OqaT^{RL(obJS(3udKB|w zNpl!Wre9kVs)r56X0j6^_tz7tTl?Xlm<-2ENX35G5(b5hubrv2BGXD9!>KJ1vh&KG z_Xta8$I(a|f`~jm41p0ozc7KT-KH}kD7Py3ph>XZqmE*sTO9X|tzJHv0ZU^nou*N~ zIlHxaIyDvF8!2$4aR+RPM0u zK%I;#1!~2{)0o6Ly&Qqvgb2!xH1>B=j=-Za`P}eP%96hU5F~*sd!z!?H&4QCndw+E zVHlrG6aCw!~8%jwMxQE2Cb4%(mWfUs$Z5`T78KR-V?ZnN242$KyX94d?E= zg9E!i5tQv|!WnTEIUW((+Ort+4kVICJ-8zDBugg)NHWkQcrWOk)PJ*~M3g}Ea$@-> zXc#bA2j~GvTPla?9_;xYr<&fIIRR1<78nfDIt33PPg^Hazd_i*B(Jt2>g5a=jIAXi znd*1(Q=-=s2x{wqk3VR-JtsU3M5PT~0eSTd9kG~wC(+%n2;CGvytX)w0g%q%mI&FH zfd4$Gy$J$s?K1pJ!GXW=8!ZOZuJ>OG9tA$G0)ti z*=~p;sMZ8NY}IVm1Rl5hFE9A$eN)L@uint??mt~hne1;~pTc_gzc(#-zVrIYpaPSB z8rc8K__ywKWBIc+ZvK)egHEt;1YY?kVB--TJLln=^#_0?m{0J}`9Q-hPBL*v4$39~UdBVjv7PiSwqLzn9zI$_p*E|D%~t;D#p=aFN?KCn zL#QK+3hotSh}SIE-zg4mD>Bl;ShG}v^qm-h0~d0><9-vt+Q;v8Uh$}2;cL!dzk2_Q zZj9VWuulF8P)72hrt7$iu0pyS%7TfRdMWjYMm=6d0Cw@t3v(qQ0dgVgvWhmp!#Km# zwN#>?1Jfv|Lh^dU3QtKHPSeWx7ug<(kXiMWGCa_dR!K#-W9woEt4HLD8g&|i1tcx| zMWB5Qh^mi`?Aj!h*XZ872R!OX(`Jkv=hr>25;5RCP2X;#Ajgpc@bceMko^zj$`a$xLw_GaM}TIAgBYHlpK_@&6w&19B@ zQ9?4fTy6qRjpW0=Bxb}r;PKrN+Sv9^f8w(BQ47b5mxjC5YrJ;_~&0#l^6H`{06|=X3eE z=7Bu}W1tjgbP^>>lyZ@DA-VjsPU~@W$U}BTrlmfSpc)A{Q61{LIp!7r@E9TZepvVA z)RNcJ^_Egm&Ua?D-0qtT9R0opD9Bc(mQ5#N^2Jx&tbok_6%j>%fl4vQ+yM5|56*KM zS))+A0+|j94nb#vXd4qS+rJ@8w3A9w>)1hIESf|eD^{v3;?O^R477~qUjw@r5t2{r zQP9Nh5%&s9O}GzlBRc_McS=RFE;UuEP&^!^b~===5OBOe7;PAZCnhH2Fwjq1~ex$ifx?1ISTMkFs2n(!Am14|e4M^Y#t-cEQ_CK^tlRMu%` z9^5ybwXHs9}Z=~X*7jl=|jpr=Lj4JFq9 zSFxCao5T5#EcM1IS!MHuv|-pp{xKN(LRH=%n@ubz=>#gRs-5_E)3Ku*7m8ou7 zWnu3?ru_5$b5@X`XC1DhA(djB%#T<}xh`gCp8_KKCAW*4BPrfp5H=PZwYhI{i3ISuh8pU1 z@Ye(1(pBdKl}KFf6hf?P5x^oBw66Z;u2G&@L10k_xo$ud(r;TF2b?+kugq zW>opNlOW%>XF{Mqqx&Dt>3a(Bcgd2LZB+ZOG79qUR&Su+loEN0U-8Hfswg zW}_!PeQYy6?Ml_)nnEKUi=7!Hog^%E!;jx-A23@}^L1?+mVh$+Cipq+i7=hO8|+~1 zm%DRWgefC;JHCb|sFd2ZV*7w8bt`PjA><JFcn~M^tzqe-SA5qDr~|`oCus8YRp`^b9>1m8C>t!@S?6!QAfTTU+_e@J zYp^CQ5SLn=>hD8D5|jzs5AgEz-|S1{j!z4oi9Por!G<4=cR(DDrzEWsr7|6X6fK^+ zC2Uf{Gcgl6RZl$SnWxytxnN-+b2tPf2^x(mr+B;9o<{b<{Y`M~BbZNBJc+#59sR9J z0nuQk5mciCCw`e*dXHWiq@9~@B3%yuuNQzRuAdvz&2q~r3K#ayTT;>zOf=V8i$-C* zLP4_1J%2npdSZPP6!z)1=0C>Jio9J^SQF> zd^iMxpv+JyD}8{+cv{n;FQ%_>f|&4iZq?Mx7A(|!!cT;IG)awl_O=-zadn>;Ems(T zn`8X-LRAiX|3@uZaQt%}A)3~+)7h*CvslA)T5vz}J4{DQAz{!GXj`$^I;7~XzhP>Z zC4Gly(|)OFw>1(x*y)wo?sB7%<_*A#3;XOpOa^ohY4QkoC^+sJyz#9e;NVwZt2Xbb zqesTe)F66NWLX{H@2U0TRc;NMfSpZN7)ruvEi^UZlXZRVq;!tt43!0z^9BG%&Q)3A z@@jE=VQk2YWvF|!u)8&XUhw>^$AX!VuEw!adr>G2H7QTUO{Y3VP4$o#x(}`zy01wm5)0yqO@fj>T558%R0S>GXHrkF6$q|uw`(flf&knOtoGuD_1R# zF0q?Fyp}2WO>1OZeW@o827)Rtu+&DS$;-il&*x=2%1EE0AOD}Fh#VmJz_e1F^jaiIQy2A zdHiOLHunspM2jhE)&{A5g>P$lvx>Bu=w@#oaU>JqMO5avd{fXE)GNLr0q~YPF+(aj z*WafsF=A&oMH0i$P6I6440`_DE_$p8Ai-PH2W& zOW5po+4Qo`3a3})C!fPb8;(+WOwtuB3~Na|VuQTpmXbY&Mmux&QKDe%wGdg0*lQId zl^YDF0D!m$;~(7Yst_PTB#N1Uu@((jOrMdN#PDA2AR%SQxvCWO~! zfemg;u+pr!|FxxXpe?=UPYqlg+I7E4Q~`6u9+@t}^yyKbLu_9i|~Vt#juVqdhSd~HC%UBAI#-6K&- z$m{>Ch#SmuD4(yrT=_i)bl&6hKi$3Lz5LF43h`rctuO>W3_iT8^LhW}(eLq*>qC>@ z{+i$;%k%F^qeX(?E=!E+tDgD%5u#VS;?FlwwF^C+4_S|j$uEDZm|rf(XoI$P8+QCk zFwgIT8+DA)&(SO|vGM$e3cle9_JGKk;pk*R+rQrOYcN~q`IA*q;TIIASS!8^5|8R2 zSwgFvX>WdiYK@l2D%oVrO%#7SXDY_LYk&J9J|?V#5+@4U&IeA_bCHuCsOa&EAHK<% zE_50MBXw@4=TE!(+srQ-$uCQO%MAvqq6SL{W7^33=!v%-jcf4kg5wA1Lo;kS2PJN9 z$5cMgx=OE}Nk_h6cYC zy1jQ?fWGt;Me#>{cht|$>2iy|ZkMP{q314<= z00E~(FrIyG0{Q(N?Ck4&dFXt)ntZvKd|7;X_H$di@JnYNkDAnVoxBG$jU+d#8z<7; z-d`It)QDoK!#zazpk4AcjOmB`CxUZOIoLuZIoY^tAXN_lv@RAdq&h}Sv~(=}7j)Zc zpMBu2)RDIFZIH^$#*cQCXln?LdtrsEhmMVZ@OEw!2j}-*(qxp}?azBZ=?S19C4i(%~QPK#gmGg;Y}u zTjMs^ac2q+Pt1xiHT&2JB<6DoF%l|TU*J|WEhL=rmImFItkQpYNdf-=GImbhfEUB4 z_MfhZ8FloWxtgYAs#;y_OmUAaiXWMExPJJC+Qs8KwiA0ITAiwOw9hcXRcMtv^MiZg zJTQpa5Hbw5T*(@$pGd>tKzS-e|fq{b8My8YS`x&Wm(b3`Y z=za5Of0eY_aOK(b!USYfSv3IrEg-cDKDL8+7VDEGGwYCPOuy>8Dd4wUD7gbdW#5 zcVPT}P_f6ejmcR-fAswFbVj62+Me#NEERH2taD||5b-!b)N~MFqO_qMfOhN6I=)nD zu*f}I@vh3CU~eh>f+BF6!u(LJ*I%pq+MH@d#yCKG=78=9-1xxIH2`h5xc>Q$xqwqOE()&!ScI2<#F zPSzfk!Cy%AD#=PVcb7BToIcbI>0OOPZni%+hr zKRS{z`g8VNKgYT~JN&!jJG)fr9cb;l^JQ?MILF1xkwrS$$M*|UI!)7@^M-A> z;@(gtVc3wfmljDl@oQhp3$gv~-mgX$Z%&5S=wAq+oPK=R2rzlzgh7J<-7Jdub>y94 zbz6z(w%uW2C00=uTw`m9tYJ6P9p^cdLgVzTuNbW9lGy2GQ0b>ul$wUSsmjZ{YHONc zv#;vJm~g1h=3DMp@9&7R$e>M$(Fr(`yHjpinnH8tQK^Xf%!CS~px-u@ z<2^JxGkiJ2)aUPNvIfT+)8QmUs^?;BP9GghpE{}o3!^HqLAIiUjoQd-3aP|4L;Ylv zeYC-ND(UpXAqk}_>DB3^xgyqe?c3qa`|E8~3`JZsk(JV?e=i|_&k5+Lf1#!ht?DOR zD!N-XcW=*>hCB?t2|apCdsv4PVC~h9J(=cX()hNTQ*XPZAYc?{=hnY(AHN)DVXE$u zgQEJ->-6d287>4LA)NkF6n3uKFms>yALw@Xrb5hls z7_#p-`Ya#)skB00Tfk>=gTgypUecF6{l~l&KS+5mzb$nq(-BlqKUwy=eiL5j7$6#> z0(|b=Z{8cd0&xH-WZI&q+1+1>uln_ep{T(P!q9OLFVV^!2gQOuCsf)(kBOw&`fJPx z9@G=UPXY@;i2-m&0j_KR6YPUOdDM1(y@@Aa`($v4`<3HIBLtHkd#rYXF(^eD;AW0w8~ZS*fGIOkn(BYVV>UM;ew% z9oRn|gF&g{KZRwdj=~JTTg#-9Ve;29Fh(BP@2b^&5AcT??0?4kW zAb0cgvQCS}K?<2Hz0Njd^ue8TMN9K&FSl>V==r`rnJ9%lF*?v3v<`Qb?h8dU6BD?) z*LP=c)}s-)hu5m_oQ8-6MS@HBPB_$oHw%Pos@DVL(GNW34R) z`|j~+9FTY2+!cu&FlmF@dGgnF{GRb2$ly=+Mmrf*%0Wnh%}#_|hq>~C4m z-bwsgF1{Hdw};bAe4D>xKliNAL~2aWxNE9%1@lkJrpm1ltck(JU*5k+BT@gi`1tU$ zPD!!qJfilo+AbhLTU_&fd^-V6DE{Yg_Ol0C*uIT*#?@tEs{pY&TK{LmLxLl5H)z^? zVlNK+wS7bgYyDqSwfaI+HTn?!!6=|D1R_hOYlJS5G(mZP7KdTKcVhK7(;>&R*&dq1 zmvEoec7GiqGl#cO1X~3*+6&I$I#?1$KLNv%W892v>2H?_%eiM5tjJ7XpQ}HAkN(OI zlsdDG)TF^D`>b+?f6f^BX5zO*Sm@Cx27^|QBk=6~Ri!+laShiG8bt>xfKW*yS(KNf zRh2gAagV@#kY3>vG7!cxX>iT!_nz8iwAw_bTAttm7q%^0z=#-ZD01D(c4qR`Vlt(MSiEB# z{|;n6N25Sie9}{0^v4GQi^0^VCu=9u8zD@LBBWV9?y^x*D8A zxRzVu3{66gHFP4yptR}oS_|V@e#~>wQjgFb6$+&XJN~SUbZiwpp&qTFHc8ZoOI)-Q zUsBibq%G&}i)Ma6iw!dAY+nkk(;CFkB!OC!W8RAHx*OM;Ytbb^&iFHwdXN%6u%n9j z+doI6*63T3h@4K@jI0|6f|*ZIj`X*D+pW6aT75gZDl;M<-Sr>#YI>-tg}j;I`URWI zwo!{^W;07*g3FfmHj7@99PJ%nG@M47A-@N$)YM4SWRc=b2W z#2-<2YHn!$rp}&3U2r5Fxqo)WqUVyfD@q*sGm@!&y%SfOv95lA$ez9a{M{JI70aO` z$)q#Pgd8~};mPzwf*q#eE6_={2DTI`0@){5eIKuX@#EbFI}NTTtp%2DWox|DBxCie zx;qd~oc+g_w_!E)S_Oc888R<_upuxC>ve^7J`L9B%VmvB<(TRRS?G#p#Lxj%3R`%;#=x>luM(;j)|+K zv3*Gs>Bj&jJgF7bozIW1G$DaK=@^K(#Ky~10ck^?*BDxhZ}A#S7@NdR1))>;tbz63 zAp+xHPs1MD9_!*;xq120AG`Zx94q%q#mV7hfki_N9E~Lt?xyt^q-bF!>VGnL^N~gS zBru8*%v|GBPwUgC)!(qLAfe4Cp6q^qEH=pksY%ekXBS4315?!4pr^$i_QOB5bv^m} z?nr?I`i_P<>}5 z{7h%OZ%UQF!xu77v_wlACyw~z28@4Kzi4yAkn?X{4;y<4q``ba#gM77kb3Li@U&Hv zUsT#Gk9v0Rp(xLrCMTwlXJ3|GY0c$cKYq@6-)u5CsWP#Q#6>Ir!viANgj|c58TgYf zg!9^EoHGAVL#FZKN?2 zBuMgsdDg7$EQ*>KBcXw+F_t?stiT*hiswj#S&Q|(>{=vV5V2ie&|(@x;XaiEm~!Z7 zJ%KDDI`D0(Gg}4Q6X3xn9W^G*Yu0a9m8Qp%wPS@7e@XJ`w0V1n0jXI+d6|*!!=%Y- zVier<1yd6c24)4`2#2oj@T-*Tm=xbc6VNItXClkCFxJI!DsZ+obO(S9mArU>~(2-3$|_W``Z=1 z;yyT_S305-TC(GpDJCct3tTK=VGJzhd^U$WZ$H2+M0DvaA}>aK^>{6|_9tMul>3RM z_T%gN`B)5~9(b=z^sB1Uh1{Q{Ks8fKv2QhCBzca$gCik-X9EWvPK}~CEReiQcIA)^^`gI& zgobwR@U+TozL_s_J1O`uXnr}^gvw=|4k*$9;grY!2&X7aynAxI1WZnDm%jC!VcTJ& zTd?4;3p&EH++f9cCrHe$PqrQXkYxq&v#pvfYN2e;q{(|e=^?sve&Enlhw@-wLLVM) zKt)X-N}-89LY7a_CBlpI$uUXrG2(>5`P!A6HC}N!?5Z-}b-zR+7jI#bmBfD1j9F0)t(@wU)yT&r{G^k(g)~^&lMh$= z!iFoAUy_#GB&~AZK&xQ299_6@wEE&xR5d|cF0#InhLy0yRa zNt9Akcz1OFxq17~ZST6;`h(j=demquh5r1R&#j&i5m*^zB*pKVCEx=SL8`4NxIe08 zS%8eHDqvGZFVadXaB&hd+5_alpl7)6=j)7pY&tpj^SL6DTF~8T;+SwJP^+T2!OQj!KFU_ z69S8EuSfrmyqgcNwaDra!)YJRLrBJxgO+_zJSi@*=WSz?VTz^bSKv2S=X@YC0=H+b zR_t)2P6{vh_1?ZXRfB= z5+#4vX=-|-_Rx0ZD4Z_TWS{O&9f{n>}N_!c6Wa)|LD!X0)sV6*8Y{zF|*)TSIyQ1iIA@dd{^rYj}Y z?g?)C)ThrI7@Evb5Bij-ca?*D{m5=%(35m}q|F|TdRe_%v@e_ewO~pH^ARvp;2LCS z6YOq^5T6VIIMlRBs}2^agU0E|A|kPV)|x&BO4F{smzN12U@`+7~2BKQaVElG0*oFLzWo|=7mLo|Kt7BqJ#_-g~|1A#-`X)V?P6&@Xh3> z$sNWhlsZE32sAPmEZSUGD?F$N5rdcgpu`kvlv#dARRo5jz~?cMHChoaZ5ZOGjiZU6 z7Krs@IzekB2=o=#N&Ox2-ZYKpV72%0Yy6rVKEIE~Q+SC*jh@vhW12G?FWs&Z>OqdmD8D>>8oU1o6CO_I6KkH>=R9&mUo*3X~-PoWu(M@ zfL_gkfb~V*M|<}Wh>ETagQSXEMk4>sQ47XWuCS@Ru8U4Sqwk$byxjsTOcGGL0aHeQ zIVsmxFvcp@DLB_$G7zG|Oq8iyXOx?Qig8YjqWaHqP?^|#`hRu_u-0}lf$8ei5okd8 zpH?eog}!rVMFOG_OtjyIf_;SO&zbWA0QUcnh}RPG{ordOizWf_Od`jS$U*;Sx<~{- z9UYV9F^gBq10NtCxGBFEj=U2TR}=Fx+_t7@|J<0rjFkbpI zbEi!qWPCeCWW_pk%8UF^!-qFTVI+0(=OhcvdB>q!F=zt`jKHPFuD@}wVk$GGOPBa{ z?JbQHcd#l7gw{;L@V9*sApYQ&kmv46;nMWrn?1{;N$W&CxLLo zTf1zV9WPBBnIxtMYE?_4D`S20l9U?2PFe!2PnTA?bDB%zk`t!g?>!RNPd>XZ5^Ti6 zFW*q;)NIaooZ#q`pqY>xL%#!yZ%dC313_ANreD*e;rX->ybZE-S$e3ED=|FKU6CtQ zLuxQ;Am82uh^MNok*V1bc4KIw{5u@nMw}z1+tl9xl3eZJ#WpiL)O^r|YnQMqz;HWp zGJigAbhAI1JIhY2WR$mI|M)QF&UUH-4`*Un{5!)G#8a=*8j|1>oWp?%$^b(^+zb%c zak?+tpKtc`ntGf7oh<9gX7UzV6-sL@vI=0K(9G}wTPVtspI~Z4r|?LsKDB?JIIAHO zUC+=R?GRh{4DOPGiO$DqxdXYeWEF9ZJaE44`Hy$z!E4z{G<0)KRHW6=x19ijz*x9BZ|H!lso4n#enK&01;j;Os@)T!H5rXqG6MOK$3VSvAhsmB#L9G)a7gmd|fGt}- z9ieLpP+4=qBt52u!^l{10yc+t)_OG`smU?vL~`3G8&BZQk>Vbz)5PCC5?*8s<9rFX z)CPP!TX6gnN&n498Mw{9O~~(b)K8^Z@Us5QO6+6413d-sO_3e*(-%D zY#4OZ-3tN%z&ra7tsB!r-BUsivkAz|9({?WnVsh^jXA;z0f1;&#eflwEAF#sx#h*v zEC4Vdf`Hn>jXuJuhYlSR;YNbF^&>r0>arGoO-5zJ1HcDlh3Mvgf|Y^wGZq-rKwm6+ zzO!L_5woY2`i}VztnvRr1?#JNtzaEJzn|)^#4TpnsQUd)OrjxwmT~2qEByv#e<|X**>NSRSA-G#!}&dmN^P*Z%mr@RHEo zaNb@`+W)+_e_G+USQc~o+#r9dP}%WvDf!U~u-ZbLN4GrvIkfny!Jj%vnLq__s+^Pc zWxX#^+cpw)VS5eMX)V&Xjo*W4)IZk|s)4f+prB+cgEYCntl=RpJaM@r4eTCYy_0}m zJLRGePBXV1Z77*eo8tC?q;1>Uy|P*2oTtm5C2o9F*TF_H-E|{mm@G4uD={Q&C%;@c zX`uY~md4wNV|`dw#(Kz21bau|P(VzSKoM*bK2YrR?YbGo-SUo$UbM5%xfx_}Lu&w? z@rVO11baa)WhV6&5%b z|7PI+_YtNu2jf4mc~t2jf3Pf?dyv3n>u^?*+v~I~D^HBgltVEStjUS6>cMy8oa&P~ zoCw6_nTjml*x5DdOoSD$J-MU(2~Z|sUF3@*k#o2rzWWg{*{cy;gWbB!_94g$k&igZ zHB&>=VENHj`NePBBi{Fo$rVVhw3_#l8E_ia%2$kyE!VEpxdM&J-=9oz7$1D-H~{N( z$Umh~;~6RWCAI3{(a|ih17l`HiH!dAwF z)Z0#|=`A7(KlfsFuG6B&kqcrGNtFzR=%6JgYNDI>=+N^wM!+Auqinbu+{KCc(~qg| z0kzL8dRvHAym7IbJ#_-%@MtXmMrwxhjHoQ5_5lci+)8-wv512wfhtI5_>U2o>xbw4 z69e~1k(MV%4B_{!;)0|3>d;Z0@z4>9sA*VZzfU;o-=E-)0Een;B=8(tg^&+y$j>Xn zpFE!L-`L7{T!mNS#f5njTU494vA}6?YSwj0x$zi~r+dd+3)A)US&FmMSr{hHm;M7i zugeE<(ycfgbJuJn2N{h&M{{wqxlJLIci^nQ1e(w%btDu{j{5cgr zcnL>gd&0Iur=Vr|t@#^a!c5Ka&j{1G;f;rZH1tb{nil<^&p+Q1_t6LB*=y7=j64^= zk6OYw5dK?TaM1&%UeGWlk1~jY;5wD*!II$eKKY-qlP!e=#+m z2o4{=eg7{Hf>IO!9Ac?gdtRj|;kS)Dk+FB5jiH&xDgO5eAy}ZMV;fli{CByyX%3i&-PubT zgkBe%^ax{W$UAGs&Wb5(lG>mZAmIR76o4?GWe=u<*)*8MAZFRJ_PnkG{cdYIZM<}% zh~E*qnpS>{^k}`n&U(s-&v%-!j6+WQp6`@5G+pS3#)N;Z__XKHZ_r-jTUDrSGivk2 zE!!F)trvfQ@gX6TGw#wP=JA8=X&u2l7>i}&CwW!x%P6``2l8kZ0 zAcr{HUmg%D;W67(Ezb$AGEhv|o*jIs5citC7zz#*;#u3Dmr@B>;`+g-nj})N7S|h= z$7sP%f_wr~1@&eFNj}EJO>VBYsO~{At>y7#(E$N-8CVP$z_g@z6LR^;v6t>AeXty< z@qM|`mnKC+$w0M0EBn9|=HTlkm*gS)Co*-lPnvg$YDAo-K4MD)6`_h|DUGHsY^|m| zX2p-X%04@3s&7|&9EK|_BUgUFKOv1idLb% zv6C5FE$tL)`la>;SJgX2cVn4Ne|7daUAn^7#LhJzEX;4;%kQ`-9r}^cEq{_^%=C~@ zlxXb7w~}DN0RxzsN`tOV?`v_3rXMh)bX=2~tDRJaLw=8OLLHE&&u8I{igSxXAJodB@RCSAix)zMlwwh9PoL7H9u`)5aDnCnH zkdRJzSXqqCM5xVgym@S0w}B!P^3?RHpTLJROuZp?j)G%+2uge)8crBN84#-h%mv;s z>Q3#|^|-g)>7%7j>MjKxI=nM!jzhb~5#lD6)F?70DGcuZq9&u$ewN>2ictxLvnf`) zMCdb`8^hLg)IkL;GdKU80iCZDO@P|2RO8;a1%vzjNspTfVu1}NDF~=rIazOK44YQR z5t%1dGSxgGn1*IBxMph!`LK1!Jm!y8wA{KGa0W3-okPm0P>dKHJThY6&}#pKH-`re zC@(fI+=e#`=4#!99|BJ!oD}?q`I-G2`umkBXL?p%RIAW@s_W=?54)e(#H<0wJPp)C zRnSw@9}j`FsC()i$K-D}S4O2sZPeTWu)l>Sz52V!VmoA2#Q1VK>p$`&ms620Gnpv{ zYJ6JUS6dlyKB94ztx57pK@OQlS)vv1Uy~%L%OtOsg2B;8mYq!znwhluVs?wtUL&kD zX{*BvYj67C_N3Ers+J~$hAW?^gBXDE<(My?n%3PKy3G>*yWDa8arHZibq2z=kz7=m zy9~2xZ*GbL%NpR@q&n05^W?5e(|>RP&{dNCYtR*7usV1=iN*DYtWnai;&SzLP9aC+ z$Ghp57+AP1l}FVkPKGP^NMO9Yp{$;rPiZ>`u~-;584RYl5{5fnGF`P{^PcSq`>gqSiTbqg+^Hu;f49v zYX!0TpU_;B2<){=e&aOsI$00C&hNX&5w1iLDQtkzN*8Rj@^Waknl+uo_>Kv##uEo| zC9lRQAS4LTAMOY7xvWP1k7$DpocTjTCLi@$u`R*k!R5J>omWu#|K9&PzbnkR?Q-Q- z;ZQrR0yi`QjPUvc{Su2nUPL{{j>4pO>fJQfMd1x1HmB6zERVU3OA=R8t*+*#xLvBL z%Hlu19yilOwv>q8Gt5)|&yf&yWMVinC<=FhFFLi3-{W=6!wvnLyD6C1k7WE4CdJk^ zFw*+sA{ew3piaZ-vBVbeC1b2*_>ow7!r9zqWa{^L-}JuIX=WXho@g-OemNnnEFgvC z8mk8UjSaX*unlI6cN^<*0re)ws32q#qr8vCsYt@6if z3a_BXKLK4ug2BtY5Zkw~xxd^ysixgk(p)`wd2Otk0MAk*tUe0dy9oY;3QD~kZ=Pbb zG(PJK2x1DXcLtc5=&aKb0!v+?T`z|bO-2257r?f)6l!TX9$wyJ(z^E5JxyT4lc5TCzN=QS0+20Io&z>E9a<^%oa0!uv1-7 zK^5S&G`IeRV%EBzVES5{;w=9G^JI{&8{o%kkP{X3r$CYuf2>-)tykWG!i}o z)b2=nt1qrkQyJ|Z*hhRii_J}_`x7x-Yd440h)Ux<_VUL-Ul2e1(nURqBcMK}#Du&u z;oB$U!7*a18b<(xMg#$0EINcS=UiTAa+6dZZTUEsO2YimBpV`n&oGtpgHVMw%ew<0 z3&JtBPSHswh?P+;3@xJg4U1DBN6MKTwnN~|kh7UQ&?1z>k8)jSbfey>aNm86aFKd9 z!|KEryv+lnom;zh67aWFLrf~VrC8-n6WJbx16%qHzb-cDS^^qBxnQJra z_KtvkZapfP%KLR3gviImVqKlZ1M6_dtcwv}kfaFlyq-aoL4;g&!!!%UQKEhobR^Lp z-OuCijBWr83b;DHva-t}ap}MP5W) zo7;Z@plNcSjjDrX!=@U_KMAJN0XGX}EKSP?EbXY(W!Rwt>ubLEH>ep^0_%@WU-?%1 z6(MaMsC+NlAy4jeTe9@STssAx5Y--%Kg_n2R1@>E=Du$^IR`9hMpW$-N1+wbb{Yz` zCi;}tKB5LNP?E~XuoQ}&em-CC`;g$P->9)k;5|q&qU8iw{RDUf#XJ&z<>q*PbEoZP&wU6^BtZYIl zX0fD7wt?f$VE&?X(zdc06bn%f$Pr!GJ!>}JFs9Uh5H(N&vR&5k8{^Jy8W z%Z6DIJ-J++V%ZogKsqs|%qwh?S652TQWj_+TJ-$0Hi&ng6J)(O{LE>L6v#!_;#8`( z3y0#+^IkL=dcfH;AHrjT#&%446^el&WW1VyJZ*{i8>|IiEpvc6KQn`klZ*=O2N^As zzLwxF|9@j7z;gI6>fifMSAZT64fBsjOD&jExT{Bp15AoGS^gRKctwU`!D4tw>G!z* zk)&WT`~}#f)fBb1-??}&)&%q*Yh1|3X$GHz5b2eAlVw!UDf#=wo1Rk-bFhKyAJ7?e z`j0Hdm7nAEwMPYaxq>r?h;`)4Ub~nlcso-krRepD6=7hKakb~D_>U?D#4g%+=QMer zM@|H0Zmc2qO2A164f}TfnZwNR|6~ItWIF$o4U`rP&IbBhesN;^19wpszA$|P_1&p( zvAqGAl$b`1?+SwVjBW2;;fm_}P=Q2UC}fbdXMM?G=|^;pPUBK~F&H{6q<4YJLrTiT z-+#L|L&9oc(3|5>02$b8T64IC;oB+C& zO!WV~OldYRe0htB136CicHx&@NfUJVkYXhIw2hP_YqIYF!%b3F zrCDK8!QwM;3}>UDT)uXJDMme_;^x@tguO^Tgl@uX{Y>Fod;8E*|6A{ODjBFSPNyfh z{fC#5Q}Xq_L}a#BbyS)oSz4Y z0J<0)7E*AI#8D7wjs%b-@eW9mSnX1hR7TYZ9~p!dnNH$M@`1dFHPP?0B^EV62HH>y z?@GA*8mYGJmt?u4^jMKmPBixR(%t&4YAYnTAM2F7(GR~TM)`JgpklWmQ&mWU)Lu%v zvgMcO7ui$r*~`8^mD+v6#-wAHiUqPHngfq=?L-<6-p<)r42AGfWp6@yST3R4Cv@(Q zK4)@9I%)zA)X0BRO2>jwkZFl&-4ri*4ON$O=k{6v6~(=1Wft+ep6iJIeY5F?O1u_ znt0aZjQl1Ch`Kq&fy}k{^3uL>$!bAR*B?DO39;Lj)k==BJ#W_E-!x$Iq7&wtiaWiLV)`Ba=i!6~f8$M|yEDGoW|gwX17VB&kW@qd2Eu@<<&0BTUg)sWL;e!_zNc)SsO-7fA zJ8xwyQ+^B*%Xlc?@o3#*Z4*=zoB5d$N`(IeoY~(0N@m6YZ2!*_lKR6xZ(WuQ5&Gj} zWhj1kP+k31BeZL~3bztN#cAnvmeB>Xh#DPZpI=M-UrZn~PCzGX#>#x4UDxdSyIdYn z*-wxlH3?iu-DR?TP(U{n;Kp!6VUYPMhautvn|De0l5jd-y8thEmYHZvS$wVfSKwJk zfKfjF|GEEv@=eeG5KiwqEdYucu=NWFI5kB4;6_6M>=(N_Oi{ez_v{h$@Vd6+_(gKm ze<_=An5~NWiIE`9kL=^1YI5LHzHJF=;Z&=RJ~FP=&JslFHNaf5Es;gt4g;fU#=of3q!oDJSnHh}L<~OgvAZPp z`J)b$ciS|XfkB?j-yXYRyEA2ohIFyQ47xIf$7ee$Nc>@Nb9@9~W>cK`{HWN(a-XF7 z#7b=5)n#gF@du!`_>K=!n-}p^s`Rrs<0e{lCe`!iQ&4xBP4@y_a$7+vw9l5CPZ~XywI_ph*bQZ( zlfIE_fDbMSp#0?C;!4p}>Z9I#O$wSjJ`Nt{#7Rh>`6OJ|f;8{tf7wzPot_k-)5A`e zLZ&2c>ir#RiK>&^&rDk<1?e*cQrM+; zFouruiPVkh+d28s1NcAq`5#iyS0n!&C{mAuY?o75af4-v`&GH? z>!tIAZ=SpQRIwzyqGc76eo3FtZ853NF<1%{qG2;JkV#=_cS~Rx^vKj7(VKieDm5R} zwD@~Gr;c$u%%I#Z=r!RhrEY<2hG?BD9y=EIgfk_N8)=Tf2>Fj9vZ4ukUD@XHqr(Pi z0MW2Ib;jPdH@pPB>hf{B%(=F_XxpJs^Xlygo5omj@vk`eZ+_IBZFymMQesVgYSS;B z?N*X@lx7X-?V(tI(y$LIyBxQNO4xW3;)ZFQ_X5!>#!4t@DJ#0PK^=&Ur@Ng(TWV_V z?5R)%w!hzDK+a(mwJ7xktRWWs%FIiZ!+#z?^H8hu=eauch;xhNRFfm7bKo6^L>O1f zVWzyNcwwTrH)25{MwtV3fiT^lbhy`q{fZWY%Nw8s9I?3>b~5%El}h9zN2x1~OS#45 z+_CdltkbpY-pt8)$1%zV2J@FX`N$%wCfr601#+dHv@!UI&ZGzNB1RY>7P|hDQMJTE zlGPcOf??(Ga1MH-5VhNIrNhP|c{u?!93A@XlzwoHZ7sBEkHGkRf|7xl9W*q8De*%1 z>o-qqQB~IX=XvHqqErWuuhI6Q2~*|8@pOGF$BFSz7nR;fYM(YbxEONLJ9|Ac3uRNK zYAz!y3JT*3ZsjT-jYRdRDYReMjzWF;?(G_2&SE8A@Nv<^KwZ`_z`NAk#-qQ@ZaD9k zx@|P4IYHgkFF3avXM|FVIOjiAbV#}24wOAhzKd7CO{r2o(N04mBP|a)fgWAEwz~GbYMHKMLMJIV%kLK*b%=7!e+Y}a zO2-iQ>_8iIH^@l133>_Pzqxr;-ptN_>hoT{;0~;7yoCV?L4%ae>l-7q&|3%fHTsj7 z{{E*0*u80czq*Nq00G(&1CmF9_vY;nhLL*Sj36-jc3vc2f;`9|V7@|NaQni1Lyi#~ zI3UM>fD(d0sKdldK|Zf)d{*Pw=HRq}7lMTnGU!M6UZ8YmmZ=dTNCt!vNu1(V;zGKk zfzOA4DvItJ^4Kad3VViz1b=21FQyQ)j@jxa$G@K#DGJeSPn0wT^Y7uuV!&pGL%#lGxO+%KJu@8!16IQfULB-1rZ zT`N_zpeX*_^G~0oxc_YUUd7ax^0V3T%4|XaMy2da?*<+!FUou!ZpoT{22zK2R!lsK zPHsi+zSQxSN=y}1eEH(l%ChfMV^`)bq^8LxRtqSkxw6zNsPB(d^r)G%Lf%+7OLOmL zHfZ%07`H^JMOa!;8M_E?S=ga=Q9CIn%JF8-#WvvRNnb#L4)EZ8wC~s+fA);ET z$&E*f`rk);!mp@q&6kHeQULx>m8ac0Ids}w6tLjQ-^p;RA+PYFpcU07tzO=xSJ+4O zO;SOrwNN&k=Syy^rOF!eYS~(Ra3FflcGR?|Xwk#09_;ROZ7(YI4~@jJA%U^#RZ|-k zOrI9tkwru3mXqyuhBFK(sH(uOp{Jg1*$y+m=K>C8l|@3Utmh|(&Sviybu0TD&U!`_ zTc7*;%ll{VyGE}3^;Ij*d}hwpwPwF@+q4!7ulYiP^D*YdetEoZ61TKtn+>#;K#iJ> z(#|;Un&1Ouc16bf-1A}xP_mFgceB0G#)6OE)1{TWR_iz;Tb9R=qU2+2hOLdt?2g*s zZhX=N`?fDuY+G)B3rjnn^KmusPgh7uNji0h)7J|LZfvS7=UNrv(neS8Ee}tQ9?l-0 z??-j_#o2e&$~rS>Ol!#R{jT+YNa8-F;3EG7b=6{OIx??*r?hNLrla;*eKac4)b#`0 zf_9u-xTIVgPk}4to2xp3-39U-aNAqllr~90<>;*O5^$+scZX+adqy6JM&}wdY>w6x zub70#0v`6KAg5|HqIu^xvW+%rb2ohYNer*y^`t(*!n9!E)p1&JA^$p4sQR)D+N=yV z>G1a-unpQ~w$`hrQAcqMDim^jaKD*Nlbho)*AU0To0FL5@+aU77qVSvr!n9xOa$~f!6BuJ`Pjmut#7KZJ8I%07xC;pQVYN+p%r@-?8=|Qf)HrY1}1ElcKITF5hZDZmAIdTs>4I#uU)W{`JSwLA#hl1L=tFVZ; zf9n|~K!OTowaoI7U}_rk--@mI7HTLc0tr4H5(->GK^j5^#>{e^;mMt{enGa~R6x~b z@fUKZi1mQjjQAOVNoJ1+uGl04eC9wc|EK8MyTeFKAful%F#;7B0tP7Kcrg%;Tkdi> znBbZW0kaSUY_@E}+JV3oUdZ4haLJtyK@zWbfD4u9X!ue7Hsq<7XU0Vr_5ugtBmyYf zKCuC-H5hn_$Tn3oSeX`)IxKR#Vi=BHdGpU9PchSb`s}tKt(#Hsz1Slj#@vRoRjEAq@jUZe_q~OmRlo>IO z-;J9+jeg#p{U}dG)KWcm(AaLNvJc8>Vlz++sDL|2C@!Y|AS?=tz(@j$waSN2Jzw`> zRjg}j^Vw@*X#act+$rfe(;!*@zuSXZgu4Q&tGE%5+4V={kHfKbplXEU3Is z`Q52uWA?6)Ja)R7HWoJv+dY^!3>mi$WKc?BVG_|t(ROWpb!XUNK zrhMMa;U$QhmZ2M5(Poz6WP9{#zsTxkPM2Csefk25R@~DFV1&~)?=x7qU>}_9O-_-hO=cY>3*8@VIqdY7u zJr4#NOj|#1_ea;8eSK_E*s4O~UbmNu@xYC$iCoj&*`@irwZBg{$*n_E%yLU>bJOMw zzG!MU7Itc|>9j8M4}4qmRB_$c0(!7oPbJ>G;RnY8xo9wG;a#~-IW4_+aQ-w(w>DjC z$GMmG=~}-yKXbSmMAF{1wEYgdz#aWxwSDDR)NRx?jKok%H#h>)DV@^YFmy_HcPpLJ z-AI>ory$+kigZg!KR@(-*0bI};GIu1Yt1$DVb<)u&p!J)M{Vh$RGndQ7hmpPIc{u@ zo70Q~UcE4X2}iwZDM}p0JOLVIe$><4tBA8xYF*Z;s|SshrQGpKG_IY(5PyF_PUzod zh@oN6Sa34R`db~InwL>`eR=iiSeBZ7GWk$$;rGGWeq%but*9iOneyArC?>DjH!>|F z2yxuy5Hnv+yyKD9JG*rvbPma=(Cz@0%NW7CqckKlQ4u#Qop!{XmsWHUz7jE|^xv@` zEUAQGK!_p+6MI=}y`~S_hl9=g`U|+}suCf~hY8g^d*!Nwdf{~wnk_U{8T<~1(P;%i zHR?V!CFD9ROjOYwQ+lpqcz1^*Khk=d6_O7YdGfM7XF4clX2e9FxaAAR^5Nk0kOH9h zg*`?p9gFwHnuO^^!NU2CY&FKYkit0F;gYr*Xm{zZUQS9@kx8@FRGDm2t$YIO;)q$L z;L=vYr=($l=08&3+KDI>zj5F06>ME6NTLRr`X#D2wAfvIY7euj*>y7Iq)lfut|?Ve z79oi$Oi}#^{EtXMW#d84h)Xy5_#aUxY)6X6k#y+8$s@q=n-fb|5u~7k{&)4;P;HJy zwztY7?Qu09-D=28>c@3f92{FSJO>;n=`8t@b`dX(*@UhB(5nnr2o*lim_%@S!AI9( zJ|r0|!zu~ZIR`DQzz{JeS_K7 zGEJDEhT2pPm#UJcj?E&ym?Spg53CaUi}&Y+A*)6QD-^He6%jy!8%@vmQdiDHmmC5D z*2-T6z-N=|zD_yC|A)qEVE`J__97JhhsF>Pxs#!%ssu1cT2LVu8Q_4eH|SY`#-y-~ zd^;N$=)2+uGroq6Ld>9NECB=my}8F*AdlrVnu9Tf!(p!2X&A z35CE$w9(;ep`p&=;?rn12RxK5AYBOUB$1*nqzhVx+B(EJWw6$jjJF{-JKCxiqse*{ z!7UF+3wmV@LR>^A6>>-+$U(=RV;wc>ckMEBJ7YJ!t&>JS14Q-e$uVq2jn!F0t+0@|Wan zSx!XLZq3W`0LK)C8n+IS3;4Fpd}hj9;fPaw97r_?ND^Dyrc18mq!%SLPs9Z$m>l|~ zTZ*UVpzY;-)F$lenJqp>dQ!x) zs}F4B+fCk29N{Xx+uJ+3)*foPR$u69C$?r+sm^s`hnI8D2KauUg$hXYCZ{WL74G8Q zMpHuU72%RHP`0RW6YZdx`V1gyl~>z_7*0*XsDXr-lUe2Y~+dH&`aiK;E!fUoTHcXOM`ldvA- z{HO9_Vf^RTgkpGuKC)Lw@UhwPA~2sI$yACGpdWGeY(k>l zq*A#OSxc(DLC9N4>MxUr-d;zRXmv+fs_=3^S%fzJlr!C`C~dT3tsWPnMm)PNr&#oY z8`a>p$F}NsW3HTcseLot7!JaLFYBDOC(QH`awcTic)kmUDas+OcQon~{K3dPM5R(c zW^=ltO=LUqfGgTcOjRyH`HbdK>bBCHOq(r!QIuz2I_XzZhUzL0f@PmN(yk{rb^+B^ zO;OLM5HwZQQ>w}xeCy-NP_;f?Zyi1-W*}e*@K*5CG(eA&vrE@dvH=?%Mbd#+}wyzQ!p630R?w*9lrt%BgvjyeB${q911uua*3-hnQZ>9fJ zje;orhuQxfAgHPQVUAE!_*(oE&#?rFbcv(8Zm&^7L_k6R$@33j2ws*(*QD-0_#Qz2 z&y)FXlc>LMGB*i;dRGfZ_50a^_jg`u_pkx8WXzVG_VqAb4*yPYc{~ez1yWfU;H}RR zzUWe7aT5pNI5khC$-b%~d>%ibm%T{90baV-@pg4HC^mm-{B}IuDy@$$F3^T% zlwnw@kMPnjQtGt&ir`IEwc}`y;n?exV6AP0-;P~Y4TBJKA$nJ8W>q%Cnz)@&_R-D! z*Zz%Tp`GF9+|ft4m7U-uoL90vz((Xp4=o^HYGafG3V2J#yxaXB9VkEj={;Yq@QHox zS8Nmld*d#u$@+6bV|B^qzdWt7g+PifDg-XqkvllO}UW? zNPkoXcMY&B-;QyeX8TwzXO&gl@WOL0bMBn6pJ1h}YJYob<~cYX(f31G^Qf6C*-dP4 zz23Uj>o}?&+8663OVSl9t8}(tO+O?FpQ&!X@%XNBB9QvLI_8+*Rbg=>7e;*LazDOrdlR+A38c8 zdx~6Tz0@uQ@az9ML18DD(r%P(O~K@m0^hkhIaCAXd2fkn69NP|L7&vjj!cCXVh9T2 zN^(arzUKFZ&XU;}xI^w~Qb+pYOqr71bwyGfrM%>Yer3KnprC6f<9{2WH{>j%h;rXR zbNe&t>2zw(PLd!|yBgjHC7k(-Ws=Kit5PhNL$`1R5db znf{BbU8_bGh>TA^6}AtJXXKX;>(86KnkEcZ7n1&%?Q~y1@gqo3**_kc26jx>*-FR# z8v1bs5DfCz$(e`q+gu zk$eMA8ihzP4nB&UTedYB8*6KV-6zmpi5n=)w5Go=YA{ppTbF6))VfY})ytp~6;N$B z>rv&ZPC9XVTdt4nU0;9!RxdpRd#gio>h|$Cje2`pzHyq{E|)Wgsp_U#Y1%2$3pOB%mRMA!4x znmOdzZ;h(nn)5oqeM_)@3fC1y^^&`@Dv{!FjWkd0>94k3{hF|6GFqC5josm@?H1PW z(r7{gJ-!^&Gedr%=^|pK?D|P{z9_-Qh4XQuT;>FyaxZgYkC{7YSEaFRKKL%v=%5C( zdNBN(+sSSt{1+(z_J0DSw(X7{(6W3qV>Jg?2R&#bdkbQdF)6`%l4aZ8I$1kB40PrK z9Z*gAjsAQ?ZpOV~u`shj9DYPGI%5|`qE*8SMT!nw5d-gIGl|F#kaS7oF<0|#bMTh5 z+JtvZSxrW@#KrP_@KaLHMUrV+LK2k*_{9zw;kQ?qMMOj{_dwL*-#&Vw4 zOi#U2MT&i1n&}G-ucd=!yL}-V9d)O>(K2u8wGWxFQhNM$2;Ptz&rlbw^<{$_u8xigw`zG!gcFQ<16@;5k=*n&`8$^!T?&pwDA%)aTWnmOloj3j5X1;dzzDaN34r)0%})W6KLX5?PmO`e}dj#PieU51b>@!(9;; zla*A+UWQ&!+EnT*^Rs5+XOaZe6-&OCtiX+?x7jDmU-u`wB7}!jYrx?OFhz#Up!%C$ zR4Y71hg>O#TPKV}+TU&VZdTDX_gGx4=@puV`2p<&s;Hk#X@xYnyjBamRL*oc$@Lbm zD`M12Y{)_gCh-OUku8?21PelxFi=ba zii5KC0K~;pyM&X}l!?Y;nO54g3`<`uH&7#v!lL?GWb9<1^K{06^lv%Iekq|K`81rB zUt&K#NEvvPe8ZBglpxXIMiY{4_Wonpd2>t(Uz7=xcX9^dy6EFX@;ed-LpHI%^n?LH z+2qiL$)iF$<-W~QMo#eDT)S4=UHngqeeu8qMbWULu!b@@T8y&ydekZFhr3{J(#P3fv8uGt=nF#!oUy&yoeYLaKq?D2XT$MoFy_Tcg&B z4Q_?_oZ5|+5vI;KN5PV~Cd)4*BBb|CDTNQh6R{r99$mamYx)F6QvTM!t4R8EE00!vAB{IDBK1>%Ox z+Nl;nrqe+Zs4kvTPTB?XE&}tuJ@X++s#fASkH8#pFcB>U0 zdp<)mF;$LtX@H^f-YVH zF*3DRs6?vGuIKG9h)hu=aQ+0)FCZs^7e`P}<-&ELzPR+lo_9oPqan;FkEyN>?ISW=Qb<<~Fk0ty2*E-u89J={ntn;OXmEY? zk=%To!XjlZDZD0W8qG{sq*ZmrjMJTaN5w_4qsz8%-05&^^DPtm2o#4v>tn5)OF1dd z6UH}IDFTXdwS>&D0@W3CSuht2404T>sF3P^N9|8`%{;fcVD%uUOW;Tya{fOFu6O<3 z>>W=hU%yXG&yRDa5BpV)d8S10xn+;UvoYF59JH&*s~V42`aV<@R~>dGAKZ=Jgt(QX zV7V5lwS=2;xV;|*_L8l4MyXmZtlYQNGMsxy^Yr7PKd3}M{y9J*4DbiGQ8u5Rb$YSR zde!3aQ>$kIZDOYW>v!7i^>L$-Fj0e?*_{F&KU(QcW=#&R9K&UlXwnrH*~3nMQqt$~ zA9KtvPxUL#0PCA99S_Z%<&j+Zb!a%wl~zS09kN9?BkhO`6&2ry z83U1Bo8?i|*r4D5^JvzkcLeqO2`=mNq=`z`O&?!G+N9L0-Z6R*h;{}fhJE_HTK!$hh38qE;<)lQ)twg+fQXSOu1Z2 zyx-Lg+8d2>Jedwyxw4fS3f6DH34ul4FOgrJ?#a>>AGm_i*1YBwgS8JR*S?jOjuj_Q zDoq&D4H2TLNY4GjC3z^FzT^r3+{#Z~JadwxEvs|KnMb5|Zp-Eww>Z}*>%O(urRy(P z*&f|oFIOv(JoA<<=ufbCXj&N>AI^SE2A?@x+Z&E`+`TxSu353Im$e*o^DAQD`%tm$ zl4e^@bvE9?>3_r=q;eL^IR5L213jJ5qsx4?Zhs90>+f%hqHoRY)&fSA9_E+~DkpN)E-w=@BcsLLO()t?$!iC}bF9bvt^Be*i{DcJaub41M1f+fCJ8OHw ze=P(AGJhQ|blKwn`VCOvWz$e~x5Yom(Bcx?Gzguv2KeXU>mJM|?-=;_YoD+AC>8YFiv6uphX8!HuSICys z5akQH|M#F{yj|ywnN^9z^yoD#rr-t?10R@!^EW6YNyFdCB7j`;P(0Q$=o}*sJyz=f zsx@_3K!&2uwCeckx3Le^;IlRLmdp$AKf8v$>9TEJPH1DM`qS{NADXCOCyeN_{}3}> z;B>w!9yUOX4{XNHfB9CdypWwYFk)BQQ1m^5kdDY#96()S!r?wx+eR63NLmF8ude4} zahA?mAJDfWwG%{%ON`qL+k(H$l^FMl1z~8Hp!=xbOHkHJh!lo%jvP*sZu5!_lxQi^ z@_0+Q`ypp&)mF@-ny`_6N!4(e9H~H_bnEjoR`y~uE_LsXBz5@8zv2%@ch`L`3rM|v zTYZcQwGN?2(+GfhRAi{ru%>k4EIE37bn&E<2}M)QthQr5)PK_fROoa~$bpLnC2!gu9Q0y_aD(fH@Gpz4KlEWsj)r#l_>YW^^F~a3$Q$noB17kb z1CDIq{x+=%sil&0d{T8gN&(N}Rb zmzw2o=j?zV^<_yd20JRFt@BY>|2Tipvpe6ir4|6#v*p=rzgZ9cAmwPKRh%G+%*nvh z+DvfC0rI4sAOa>jmoOXx!{pNF$0gihbgVj`cbnCrOYMr#W97nBcMmrmz-HpsWHPA) zFOstJ1|v_}v-ADL#VnQc^E?eReU*(`%zHJy;LG~+W~FN8Et@y<8TeQf#Z78Baufn%WdSIfvVEsASsmNh!Q#n;^U6;86f4q`WK;M+t}9 zsqZdpkk9nbF9NQ#e@4M0z~zF6`^y1Lp2G9U#uZIm=%eMb` vc%pfR2&Wd&Rs7I13xfIn&pz7th4II4%yWD9)|x*A26#w`$%|GB8+`m9($15- literal 33572 zcmb5VRZv_{*!4?*kl+&BJ-EBOySqCK5+t}g!GpWI!{Dw#f;$9vcNpv&{@?qai*s}8 zRB_SMdw1`t8tT{US?k#mN(z#QaJX;~5DHZ^cgr!ykZBHuW|HIx zH7=M{lFTfBPlF=2_YlP_hg;WQ&+5M7giCue-%p`((Qkv>csVhA2i1W8{N5k@1fMpT zu^%tq-!9%?Cg1ra=mubL*sY=HrYGzFbAd(Y?#A2M#sVIH{vhXu_f5Dp5%obkWAA$> z_Nr_1`^Nk0Mih5dOu|D$8xq6cNJD2FyTUp=-vs{BZf$xlojvm^U$|dI4TxrnF}-f; z=@~xJ*eo0pa;XXS36I8|#q7N3W5$wwCKc375`7f-BJP)=dJKA^Pp^K&oU42=iuyQ(N@Frh^fo9%bjqpiZXOTm|- zI1#ATdU?7&fG(n}6CRnJZCLr3s>qsZY^@C$SGh)B^fQ*JRA`h<6dZNmF%P?nW&I#( zad!DH&O~V?gWGV71oh8y(Q|2Yg%2x<-pslLhGR^!4v|2!REm6R5Pmn6@kWiqmA%7YQ*H z4-MJMfR=zlbTjwotm042aNmDn@X2W|pKJP>T_ki)*p0M(p$cX6N)24AypoDv@84E- z(&AGOyIYM3{QXo8S}&{mODyf$@2hnXKL~3d#Au;%Q-}A*Mx9|k9?*ojEYZ-wRA?I} z?hi+{W1`WkkK4OsYU2RkpKF40DfiFZ$TIrN4YmG*C#GmQT;4R4^0PKy5Z9_rulKzB z<6Lra9uF-=XPZ~pM5E$%HjguohWdBnLN{@y%7hwp(I%OUQ$KN8N@*Ojl5C?SwhA2^ zBeo-|G^4DF=2<1#cUx=G0;Jv*>qBT|C3wFXxbIp;2yiEKfkx(Q)tfD>jdhF&grE}( z8%^^L92e}|wzLi@h+u3F@pG0{9#i6e`9>XIo1al^DZ^`SUl-Y=9e`yAzZ4B_V zc$T^@b=_vMrRuhTsAst=+NcPZ#4AL3(cK!JjqV((4P93D(E${Bz;Cbh4>ro;FU5{F!+sh4Mhc;q?hSc zk$aRd?YYVG5%#EQn=89;3gsMg2%(gJte@Mxjr%{n9KlcFzz^_ zWxo6Xk9U~BtDS7N;<=#y_OQWRU##>oZk7o1#IbIImn~Z4@>{u`Nv(DN_Yu6~w;5}- z|1RQ(eaiX&`yGtTY@QzNnE_Zd2 zl2XqGR6CBn^?rR4Jaz$1aC(dAi}W@Vn|uGp zo)&)nloj4nPdYZYaBt*@B+FVXTy@tV;g@4bOBN2aOT%# z4YGsHMm#Pz&k32tKT5`GYuVQO&HI!RtdiLbWNkd)%04NKl76LeP$;r~kUMmgdvZ@* zm?tTWT@dkX@T`%r(n(wznRBApC%g%IL>mBxTywD__-O@)n7al(rT&BS?igPqwU=e# zcD#a9-b{7@9nJvV(I!rND34d{ujRz)u9dLZqpLTx!K?8h6#bY#60Yu}!)5P(Ob65n zFPTEoD%jUt(V`g`Oh(Whu_n)GCO!Xk44*lHI>Cm|PttiEuz%AX zTF|2Seq&DjE4I5E`3_W_#UVO;^m=iGyS13(=k4ct)4ys7rBo6t*!k?@c?HrHeRA+) z4)!5}yVmj~kn(0xpRDC+tMUq{C{ER(E$@;438=YjkBiqN!Y~P-ErgxGP~R-pT<(f5 zI~#lVhBE~E`E-p>FA55pPB=Dg&L2@{|MPugHE?PLpM@)*yHC@OB8T!4wt(Raa zzFRq$ejYT##|fQyCOQ!pHs3e>>drcDTk|jF+a;r7$5)$Jh`5 zJ$l|4{OGjw9d(rA#UpGk=*HMEz!AhtJsf_{tmr{C>f!!6A8>28U@&zMhgsQx@^dIG z&-L2pn65+;EK+5)&F#nMOM`2-?C?`kgH_<1Ct5?32wFMq+*oFk^0?FdNA{>XfOh zTp%=4Gv@MY5h07ZL5fZoSWUc~ze?LjmiJ*QHsm8_e@vehC<0plb&`;`LI!bOp*JoI z8Lp_6=eq3S)RRaFP8FnMuA{dt@hdTjv-(1+xuw!Q&wdq#>34w;dE*?$sg{oV3hh&^ zEM??0o8E!%C)_&+h87FBH}VU>Yepz zieVB&?u|h_h2EmS;u3F7~xaw-?d6uOZgZ6Xhe4zjUZNf$jp_s z?Zv-R)J-!*i&DifT~z8)u!V)i!liEiyzc;{DBrOFgzh#_eU;7)jnA|EtjI(xg<>C*?X*1(}8G z0=5;>*~t-7-=&3hvDUhrf)T&a7BUc+p|dP&mK=|1+Z?+hf}ND!XI4}n#iDDpm*Yb* z)F;hx;7(qUPO8Y|FN*ag2{zq^8U|^G{gbflz^DP~thaft269sf6Ae3U`6MEJN=hPu zi;e7{y=IsUJgQ;Y0om7)eux1nsa9@!&N4ByB&`*#ahau(wLO^*mUJ_PDr&BztMCH; z`KgWr;v{4{+5G;%bXO}BiqDP?i*Xxz2+;_Ap$M4$&dxQy^n}HKss*fMvT0{ramg4_ zVg)lmFSmQhua?z7bmwh=We-k^D9q>uP1EpLP0D%ni`j!GbgSjZv^b2nP5WTE$2eHs z*7o!q&fOoaJ3nD&M*?Ik(mBDhc+(#H>p|Ypg}S@Vv%4SJ;z|rwljO%i@z?)P&!KV# z?6wGaAMk-P_;H|=he_^$uc>|^w-gX+&Ez!6z5J@WESE!1|f1Jt|`R9cw}LShmT+p1<%wJXC-mI7{j0b3-!ppJ~I5uRu%r2tvedu$2pxveZg?IJ!HSpKrEX-lk(N#%3cx`f2#OhbtSco4RseNzi0vTRGeC*KOWLx+HPyq0z0gf~lUd zK0gUx0P9e@G7z;tze+j873fv&up;n0w&5N)m4s;(mET@1FzGXKe-1S?U9fN$v&qG| zH^Xar7>Kme$Nk0c(=vyyzvm4JS#j+j59k>6y9^AWA+*1sI!^X@{Jz0#A*i25lP%F0 zrg%bRdg7951HWtpCAd}bS`E(JrZ|-UFgOAlCe$njT;~mIL;P_+FN+^RP&2qm=vKpN z`~nF5a{SDrpC#3rI*-Ln$J^~cB(G;HJ74*$CV#MAo`s_k6-1+3%7}~QVYI2NnJeGD z?vzl~M@*I)>3fQ6439#lWrrSAU5Dc;eTIIEr99?N8?luY|N7Lv=Rzgys;;%-E z!CxiYJn@fW7TRP@V_L1vhCbX-T=~c*ps2nG13{?HNlUj%NIG1UzUlyzo&19iB~)zCC@5_E#-A8(pa2v*abMkx(NR*mdv zABQ##W)?^CovkyvkAFY;OV$lxy1-JFSp0F22^Sjh@A*Zph~A2o9n?f`*P9YfEGor8 zck011@36heP>x)NG9#{!n^q|jYSD1i7);+^Y+-{TG{{y!jJ4Lb4}0X8E<~{0TtIz0 z#BC_WR9idI4vizd1kt3qLb(fvu;5B-__o+(93{CG^HnFE4{Exf*-yuNAo3X1?}KYD+#kfDL$!X z3Ru-H_E|BSE#ZDiL<>6`I`s3BD?#rc*L6DSeMJj}+yc17W{&&~QRX4GN;W zZH|7(uk<9YZ$Nta()q39`4Wsm>8)IAAGlsEGD`8YsN}Z@05wl?YHF?&z||1zZ2diX z{jnka%~KO_>;9kMO$fLiYjX>@_-bu%!_kL&{eb zp0`fBPlAL{TYPMs{VZsXs0-gKg-x34EhQ7M>770(W$;(wWj}&6RxfW zvM~JR_M?0(>*=?-NEX=xt?Fj706eCqtYqbo!C5I?FuJeBVzrRprbE($r^ro|tw8h( z;;@!#W|oimyR9d!OF#SQx3!{1Eu`x(sG4cMa8>Cc)Wj|EBq-+^gBR za=nSo2dkAMBRlzdVM1KUy_mkcUeSw?pC6wyG%P0;FPdg+_}G-FuG#0yC3!8;RW&l{ zsUZIZvm_9f&CZHBkeE`81-Ex2pLMh$CM(e&i^FECSkKYiC36YBP1}`?CaYqpf;q$6 zR4^Yz%9l@HXv^~z?PFa}serKd&Rb>M7azXtgEjLk+TxVgqTZ!6RI+3ZA=so1{3Z2; zg3*w_M2Pd(6*MWYDqoE+e-_vfrszWIxQP8)D;rJrIbDPpHhmgO-_X4K?88(!yo3U5 z6h&8a5qkw+M$0D2M`CPaKL|#*xOILDS_Dn2dwZU5(;`LBn%LeEe=6(3skgRP_IdGo z1l(sJOF&O_0mqYysymCPi+|bJu;SuQ60EgXbd9LuCGL60XBxuG{xgng%lCdgPLW#h z{WmgaQOVcHVCsBFj5Mg3y!``b9vIL=S>q^vFi+jJ^aRb=*m<5VvC6V7cea|$=P=OT zdwe6emx^$+vb?~`D{{vTRj|s*+|(Pta5U#pb!Szs6|09#xhRo=>F#rN8=F!U)o7+R z29?Kew_0srIhCm&e(K>~@WAM>N(x}?_HqW@obvooR)lB|-1Kn=Vw&w_N zAU4cD;EiJgVO<#Vc0FoJGRg&{HDaVS^4co|r2XcH5aj^1#AY47o#*6=C7+NW{&j=i zZfylFkQZUWLy5HY&7SuOWQUw1Ar=~rkzno4JaoRW6AGu~9s8S(p+(!T$wdDewXdFM zk+0$y-Xmrszv-6LQ{mvCn>h0^rDY2w4zllv!X^)XRD1=dS|9;Y?Bl&=xOBx_>)$us2t91=U zG!VLs^EznC<6_Jr78RT)Z8?{{;fm9w^c{$v{ZO!Bbf-GA&g@Y#zoC1)&Pl&L&a~$n zjRw2sx%?6Yb%sQJJB{})quE9~HzpHB^K^_J1hNf_N@@v~dJ#^s8986oiG(XE9J_88 zAcN#LCKJ~@|5o!^?n)IVNrhJbOO?Qs@Q_sQF3SAIw}F-Vm=mJMVWKE9-V5)J6?PAR zW68Ych<~gvRj5s>F;)T1Io2_vK)EhzkokmJA5e_xlG+Z3BcRqy%xMUQtD$S2uoBeC zOij}g=xuDPz7&U(k1;*2!T+CfP7BgH7qa40DE|hnIwc8pqCN_#Pje`w#t!qjWfTp` zO}OBAH89v*4p5Pp2h()+9Bl-28ClO&i5%rKkQL*TyCc!(Gonds3~cf$6$YGva8*Rv z(1$#JBk?qS(jGk`NISkp>VeO0Z)N8gylmrMs2(?EMcB}kK(iU|lpxZA!bwj+!vjX= zSwD)W_?hS)r`QB$7YWTbJ8b#4@d+y2-C%q*Ej|d=ZvkQ9VONCyuCWSvAaDR9uEz#u zl<|b}-;pjs5E~bWKn17n;X}o;){cPL7lqy$2zD;k2%(&df%ncTpv1D(oqjT~GaSGS zbDUW5xSYy7D{FPuz2Fu>wI24L$x(rw>O2P=Eu#GZD66AASW5G9_Qza+8LDXn7QM7_ z=L{d9UHdSN?L!GRK6u>oKX7f9eI%HnMW5E^0pGm2>Gk$jM*m}l@HF)y$P7f2ji^cq zQ!0Bm^&|J^tJD|qBq=5;KVBt5eXSx8Jz33HSSys|H~je8D2EWcX`1bAqy7VwAIjSS z4wsxJB2P=3=um2HGHB6%))J5+Y2uBh(&i8DzAFS&qah8@4wC(Lb7A^H5qW}1vEABb z6(x8uSXI;5d0a;)&%Hli%pq?oO2kL3MWiVg3%@Y&sYC2OHRKIik5*GuJ7)A6p2ak) zDp_OUrO#7_SY-`evl+q;6{pcC7;}C;MgyDf#xAJHYM7MbNmGk{W3QC1oA^Y{?^9aj znI^+L!VoU`Gd?M<8xHv%##oKBjM5Okq0mWg?C{Nad!@7ZQp`#L*qg@7%ZzGLVkJ!4 z;%t-Nfy8$klKK<+nW7JcV9@cb1Okl!mHB6ReG_5xVUVeE0intqp}K{b%3)RO3!@I`Lyxv0bfSwVR$~6vH&!`8H?9qL#>#@f2W#<{))|D$D zA#fo(RVvpFPfI_YJEP$fRqZa#<}$?zmBJe8-Z#Tvg<>EP7q*OYILkvd$x*5O+1_*N zc+7j6H_-#h>AAY1hJtVACzsQ+NctENl;vg?+znB$Sspfw+(bz8RDmxBeO zd4hx(n`p&Tjm%dUx=_8#tKS5LG26H3WCHs{p)UNwUY;z=vM+N9yR5Ib+|YURso0gR z&vfO=ijN#Kdr7Q+=U;`Pwf4r64;;Q?qa-81?gvZ?rl%$o1!?BvPMk{Ek56i?Vm)n3 zlx~#yGWIAKWulMrq4~NdSSr25$HNjwzc$ON29|=c)qz-XW9rE!rS3HOH$IeYnAP$e z4=AR2lx`(RA@&q_3xgaPiP!d0=;}XI$7b&`W|aG=4?De`{g!$o>d;J2Y5EIuZF2mV zh%{--YoPPEI~+Hr9msYgV}8@HmRwf4)HSIl0O;MQ18uN_b<`rOXVmTfJkp&{eP@wZ z9;8UYgP#g3=GddH@)()s$Re$ePh^uT+e02yYy10>M&{tb2vRjsYm3o&Rp^QnrX;EO zjTTs{4g^Ma{A#ALQZ+4iaL}VT(z;U*#gcWk4>1K>CyrGLP%h!=yT>dje0nT4gzQ%6 zxs)u61-Q2vCF0N}`@xd3*OK=RCvZ8JoXRQTR-7|Oi9#c( zEtaq2?t;y(WU~-!GvEL_IRe-BsS>w7JZFHSP(nnH+zysy7HB5t`cBDZ8-|U>loU6A z=T@;Xfd%bKB}O>18ErzEB9wb z;s;ZT(db02i2Y6avNHX1bgi81ReJT0&CAkg!X)veee%2Ik-3=XqM0;ZY8vOaFr)J# zkVO~uEDwGQL)B&*jgoGASLhr{Rg`7JP*9(R$5%P@PN5U&;=9x#Ha7J`qga?hAY z2-;p!Qqu}~oai-aSo&KmCqw6~gpI?kR*0%8y1ASLz-zTC+d!4)Y6yXf{PSBd;hsR< zkJ+%8IC5+^rCOln`(PS3F3{x6Z_NHhd*Yyk(Qk@~_V@H*&Iecz5PlmjOnCWw!x(d3 zwF7Y?ctXManJ#%lGM7u$&Dj`0&EP=-;lLzk&rc7c$hBjhhEWKs@k%cX*eGd`A;5rW-4x3OU43OnU57gA*w1cR14V zcc?-tV~-=-TF-HDz*a+@JKjbt8eXf&lp{GIQl=~ELS4Y zbxP61zT72tM4}~w#dGDb-fb-af^psGubG+9Nhx^;JKhpwNHO2&@pGhxZq6rJ(N{b`q{9LGDmF=7V6DiBFet3>`$iF6!l<#aabWST=2~pr`weg}25@ zUO=FUF!_>y$$&{l-FpfcBGvrk*IBsVl~zbqR^nC1Ji3iu$H|)A(@*a64y_lq1kN_P zO$^g$pIm&1%O@7ubaeQs4A8iT2P~d^?o+y_a}~cIf?f_5*NFC;8mg?+^&4D)Ht#Q? zn(rk)a}*d2{GRC?pB?9OIJ4b|m?I00*2C}A%N+F#R0gq{G+IWm%h?6a8RN7Cv-=7u zxzk9({+W@jh)PDJWG&Y(X2I%?F;X>i#o63N-av7mQ?*_xR${MilJeMgNvX7Cn98sH zHSU!(b|xpF2>z9)6ZEU-_noPO4H`E!?s9l_UcrDYH{A?cSZ&iw;EyP%GL4$goNoU3 zKL-@fkZFfFTEhRPGbW&)7rT=Z&~(i#FxNDF(oEf%V^(1rH6{GgX537=OoO0mGlH;G ze3nMtFk!ZOgIAcF^N<0yEBd79$drU5^aZ zez{M0ABRGeN7N^2<|x^zcgs=;x7-c|lyLBza!jQRTdj(JZ6!`(xlC+l6+(grIx4}F zP@I_6+O0mw<}2V~BO$EziU69VREgE6C{Lkhb!Vln+T-d>>WXBq@?Gdj4l2z{ zdqsGgE&eA4n`o{@h9r%Kzzk#~g>Kx>7t)>?@?)XZcg_1bxZFZd0 ztZsAbazb*~NGu|>ha$-Sg_z}B_A^=yDf=dW7Oq!Cs_FB)N=PHf`T}7WG2A}0@7uD) zc;IaqVf7eZhy7#qwwm=$BR4bp41?D*^F-ZwP+ z)k5Y)+8E4q(zjrDnAtvwlk8Hi%~#cRzc6I_0(Ie3)(=0edUx`aMR*l2>9p#G4K}P8 z_(c5yAMr`gJUFZRiw;8snd2`fBwGfUC{AnU%uZ(gl=NMs)NO@Ol4sTiLaevII!K|rS3dS{ANr+qL z!dvs{kh7rSbouGq+YtgEKGfdNq!shDlX$0bTfpK@KmUj9*8j*2^?y$%I)Yt<(f?~! z3w*4Rn@Kh;f1n~ASlIvaINk;zNP-F?S|f< zT2jEsL5i7$eL$j@5ksWWXI0f>NpM|ZSe8y))-II|-6au4G`tsw4paWYHh4~qB9OPn zSH2~~0Y|?gytMXJ!U=nT%7)xhQYSl^=B<3(&)NhALNd@xd&L~YSem5eOTr0$g$Wk!M@x}3!Dr|NRL*BT_So@C*y@#ZXOR`bwRMW+ zt^qjxbJ#D&HOXc&gYDzFL7kdN&pcVjAVpfhgnCP9RHJ#OhShPagSi^a431c=23UYy z>HEp1c%0XQp1;fmlmHdVu$+M!VLZzf6lp5=q(hEpJ7D|4Th|AfT=(5N2{1CH6C#U- zB60tu*_dEIxpHGQzmd+U7uMN+Jc+FnmbC&*0WGf@_6L6>w2j6R-+{grz*m0ye)%?U;5$A&x0F_1(km*!}{bBIm zoN^FUhCE)=`>Paw8&(z5S0(cM}z4UXr5?_sM-t~GUB(I!`SoQr^~y^Hh3%FfJ<$A$>;KQ&N_A|^a9dod11X69m6f2z z9D-|FEeL+r7NS^E5en#(5OH!M;3NDE&owSaR%*n_O~UU=9^uf&H02tvh_t?3x2q@AsL^BX!Iz~95tQ~4wwe}bhNk7 zA7^NF%)99`TdO21-mJQK#vU|$_{RX9?UrL)=7~Xt>)~iZuR8vJQ`v5^LAI7}8kJ!h zr|q%AHSsK}xExsoF=LB%?M`@f2sK&72TYVd45LN3p9v-n{rU)&;9~|Iu;VAwK~IN zC^3hx;6zJrtv7)AMGa!xQX_wxV%MtlNa%P}@Rve9sa$2h+M3;Y;G>n%r<0iS$yDQ~ zdMAtuymuy&mOy2XrNZJx!ITa2o0rAt9D^p?hjp7hNh{w`YV@`p-xEC9a~HM@Q^ zq!EL`nSl%iz6BiK?aKkqzMSlpSpSqtD*2GJ;Q`mX^6sO^cZ9{Q?>ei-Dpx`uY{a2L z80WU3wF2|_L(P(Ws96;AOX3eT%K#S46MM7M;PEEP2T;RV+)==EWl9MEBePQxvL^eI zx6t`y$Lep7G7i^ccDJ8R)IjqW-u*Y?){aMu*Wd_i%gM=psk*p2fX_4*g(;^kE&M{}HFDWw;KiqieQ=pe zR6grcX6<=hBYgu^$lpzI29o|E#f(*Jpfv9$AM|)c8sxv%J~XDYjvuZ`6pmLhtrJu5 zhJCF94&#!U{+c+C5AW=B#JQPqi_*;yhYu0Jk0>XN&u-@2Hhv0lN-7o7lf!!X;e4#Y zg+{RE>!J%05flEKSADs(1jCcIHGhOuYOT&6UtP8rA}N`Kchny{B@{xJn866%x0TzK z7C!>XUa*bcUrbVLG^?D>gGH<$FH_jzFYM82!Pp~GMO6uKJ85)E*+7QZ|JOgoihXua zn`J%Cyuab@>5k%+eEZ&@m7Bz$%1q{4gi3cwXCDpMP^4rp~!};Z|XI(*C?4 z*1@lG4t)mm4Z^V@yn{}=v=*sFUzAMcV$*8mc0mo=UZ+gmqagaa{g+Yv%Y&$WINfCn z>`|sj}E<_uWwPx z(G)~`EuAOAF>`TPuf_Q3c&*<2slZ{Ti!($46o|zA<6;g*UI;qS#$36t(*LO)*N4{h zYmA*Omh3#^*H1Md2GCXF%Aqf>unBe%fJ_zYJVj=*PP~AOkT{jAhue6r7>jj&bOg2m zk}~Vx6{jSyN%pkd5CziUPXBi2d(-r*K@*6N9RKBRW%%WfeRXkay7i|UBb6|y+N`q( zb&l;R`7gROUPv?;6;!O1glM<Bn6Q zq?)J#v}F-)tU6*t$sEzY5G@{+<}KAuY2VmRULBUB4~%khx?bY_Ley=K5yALz{|d9o zBKP>0HpM(9{+8a*mKP=n+-kdtfFB3$0z=Y5NB#qLLGM|ZENyNus_qwh&$0q^O^M&W zqP%&FSLo7a4gVKGjeXSW8S)!YAGP|k8Q4sHuB@=!L*V23DEc2EE^o8`U(^2;>d^Md zajqnUnYxM_I4zbiNL>dPIV&btE3*vFesP&Z0p|>Kb2wbTZ@BjA&7;F1)1##Y<>sG= zW&${Sg*lHZ^AHB~)=>OSQuxr6dw@mrPsI|j-#snF*gNtEploqxbtw*#7-S10q$sHK z{d=VS8s0*Y1bJz6;m|QSM{ZPn;BDX{vCl0!g9}jRYopMdd@eDnz~GJ!vZg1#0S6Jr zpHk)h0KjPEqP*drZ6*&_kP@N#^Ce}+N#*HOla{y+X6GYA_w_=|XmT>!CWfCmnO|sb zcK5R`EDhfgcA!oFNHR-lQU=NX{q+^HLmwkLJPx*06wa7s^Kj~^*WK|$Yj1+729ab- z!MfXabk(CB9f34nK%BOBBsYIpR<@U=z4|BgH|rzX_7)C*lei%_%F4=N)B4$)G`rF7A0D>m1NVZ-T?q3*tMFrVvD{5{#Fq99H9B)0Mf`@k z#koh7*3pV+_cmI3G77X^d|9`NGB`&gAjKVK*_WL=_d8wr^G?uD-lnEuos%TC(&L$O z@zPtt_eX)u<*B5ibaz)i`gNlAIjRlV1!=t`sk<@Spo zHvK=L`o!b7{;sk=sq$_7=`?mtcEmwmHx)8JuAvM0J(RK2KVX0;D>W#+S5RZMH!qka z@c!iLZ8g-c*4>HepodRXw^Pkf=8>X`N6AD`v^6GqRsXxo0;4`iw7?_G4uZ2Dl6MUO zk#<qnyCT^KN-Ev~N%AmYyi}xay6a&jfY#i|u(=28lh-nZy9Z)!%P) z1%bSpz$?V>J!G6YYRF4sSH&x8{M7RNS)&E3-J8ISYK9PlVC8;nD{?Ur$q>9~kDdt& zj6b`cR8mwWU){;|=b<>1@yj{X6=hT>2{gN7(q#Hjahtv8Fk_6zH*ofQe>0?Xz1?fC z0T(LEgBbNE&}e1VpN=K?z7+devHk96ZNZt+N35XrnPZRc06Ad`*xX6F3AYUcmLhqn zpGepIr#a&{0@SfA!cz11_?O9|&D43XIcd0$KP8nbzvhLas!!Dy!NPbG*XZC+Y=xr- zu=fvQMkh&%PXMUrvl_sNOGWvm>1Wr7x<3W8w^&_6!Y($lT$J(9lCMs1$J8{&9Xa|m zE;S~9953b{`MxJTn2eSSqFtI96DdE0T}g(7(Tvx|(!Bn*s`HKfP#fIatviX5s4Yz% z*)ZL8U%FNi`&1igtG0mxz=Ke&1ha-G+Pxo)A|R8JuckIbm0fSDgY($p%6`LE_(#S0 z{X-yq54mLnt0f3lFs^I`---p(d$T*vz{=`jKIG~$KB#F-4ubaq+pb__iIyDp za)Wi(&WF9YGrz{_21Do%1|MPWNOnH!r8{`jdw2GSUs(ZPjEvsrG%gZ*CeXS?K@dSh zsxB~)|KlyzjhQ9 z#bIzV`Qy~JW_^{`l6kfqIcibwAWc?$K_aigWysxlFLjm**hRrZ%EHQrvs{Fb9L(DG ze_W00D|qVO{gQv#p!3?Nr&s^%RF$fkvEtT`0g-z$I2+c<$Ue$t2xsr<-pNllynAW3 zEn%%4CmOpffwUz|?$MNi3$PzI3EHU-)0StM5zUCki(s#@)aatidtvez3;1(}yFBxy zTA+4GDvJ}rjfCLl>X9oPP5t@dyO5Q$1D)t9+#2c=(viqG$B%RqDZQ#n_z`(0A6W#M z=>TToC0MkRGrP(06g5rbw2?F1w3(1p`BkBmI8HdMxQuO(#;r`3toWB9=sX>tSp-qN zMt-oVcwe`F%N~8m0(GA*fmZ~@{189OE6)o*jzFAvLio~{Z%A-;?F5i7u&AyqoDaUy zA$zL6-k;Yz;<31!S88?vyHcwO5%y5Bu$x!`tG2jj@yDNj8+>~@5%hZ&OO~hAFwNQe zA+1a4aUH3_1=*E=nM_cBHqSZAQlF2((cOA{At3Qfvf$YG*namb#CL?69xJFTFG?LlL0&8pu>r<%J{y8YW>oYZ5QGK`fnlN?x*m>1y=42rKmk2PuxF6 zLt>MpcV2gbOVHv+9mi3qEvGM#xWgR_3uqfWEwmz##0{EpMgO?Mtez(btv@gNd->i} zFXhV-K#G`(;%L@Y7^~BWL2c$If;~Tio$-jT(*A!>r>^xwav)@E2H6g_=N0<}XOyW{ z)O^gpVwTrDdQ5y%@wDZB=`gzYIpcB-f#(c(QoQg5VK;9ZcC4-&PTRz?Z9TlLjyU~p zQin2pLkk;w-msnGpIY;a!KjKGQ!1;iHpYLy@m<@Q|K9)FTOJFuxSZZzGXIya8;|qT z>DxafrbpS&m!q2KEj@(yQo4QEb+<^wvrwc=x%zuXiTB&5k5;mP>Ro^_k%^(W@Xq__v zf6KYQLlVCCXD3*v*z~v^k0;J}>@t&0#me^x%~YEM=Knse{!oF!HF%YpDbVmU@?X1b z0(vvmIcmc;PH8&TmlGWE0tw?!;};yL&%AiwiJK2N4TCE-W>F;9>*HGi^Muw@TCKW6 zf4^?35#SO8C?vs=b*RV;ctADANq|?=b@R_0>qjq3>|;Qm;g$P-|0nau6&Kt_be+26 z%u4@Lqa2Ezb;PcfD<_x3syI%<7$a6TZ6k2X1Q-u4C(lS(nxeBKUi+r{oSLkHP%(eI zY=2kQf!H7=9BIzXju1<$+6|x>MCSmn5z#Cdl_)k#%*Bi^1Ki4;V$t~T*i2WK3kadC ze$K%{1qTG?D4-Is?6Na~V9*IJJJU*`vwzZAEoNzn|Hw`tKV+0h62GM7=GOmaC!CIa zTVa;OZ%W@jq*xdcyn;XYR=vmoZb?8&qC!Y>j z_+fvvd6J~-eaJiesQ)P_Ib}yy5$vPjVi&-(8cdFt{C@9qn5|aGZsV`QKRm7`j$s?H zhmMl@1!BcjB58DKN_eqmW!7u63&~R!#N*qXC zXX7!EeEzqxYm_)0<1H?6s%?D&&wOrpDS0GfMY z_vCO#1SA|R&8`Z5GK6Cd9|*Kro>7@Xa>4vocKgjsMoZb17LOwJZ;9hLk0Ulg_|v-A zwfR-pW+l25stzfRm`Ok+Jv|k{AziTwDktofgn)?)wu zCgTrcXo8}oKNGZVD|;h5Jo?;aAZI1o>gqT@KdO2&o}D=4%oDB=gXt-`)N_EeTlt9> z<1EP*7xwwa<=5`&RYy;ujqBNQNp2gIOK`MTd6!NBeb#X13eYS8ko~&nu!h?PRyRox z!+UMreh;uUKQYu#%f^y9u&fsj>AHXB&!{tVVl`n%+>2{8mLnmrY7OoRm;3RgRb_|QgvTOha5ZvzIM3M7p&)bM$&g;KXUf}lRl?hjvVz3!?z#AV{DR8 zH1%|Ke9{s8&sG7j=jPU_E&!-03*tPD_v;Ax4D*PQG$7RyhuZaH)Kk+M@!=mkhi)V` zjJR*Q?jHY<<2VK^``?ay40q4_`^85B=B{zfNJVSUJ5=f`6K%gF_QFyQhgy&gVIuEO zBE|&KrFAQOh?w-nthjQNJK_x4X>Ez?`K^bE_iw|#Qr~hQdbT_kbLi=(g{ja)O`#y_ z-UFF0VS#7RD&9-6^x>DHw&J+FBAn=inUqF zul&Nl!rC=%QU%|vw5|5&X2=VgsO#@rdwBgvq{)|8f#q{>Eqaf-nc-@?C<$CY!UViXPmV(0Z=EC=m z-gq(8reAPMGpEHGbH%Q*xd zd=CeBwj?GE{L_%^to`c3VrDFd-E2!)K#{bi3w7*7plJ*?5d%c};_l>ex-zU#4Am&@W+MzTvo!s8Q zLNc&d`Bq71Deu=vGRG#M3N1!Ke27klY9H`#s7hwxL_gW69S6foKkxfs?Q}v6zV6Bl zgC`aJX6AM-*yr}h&I3_PuOUvW9BT- z6Ul5AS3wr1NKa;z4@DN&{58*BHYz8WsEmzFX`OBrld&MjUkfq-apEe$Fp%XKbm}?m z%_ks$n)y|65(eu!><~q)A*Q7agDD_Kaph9fo{lmZ+iX30I+=yaOEs8;C*S8>&79+n zvP@I3<4RS-&lf{XSbP}VH_{+qlw-{XZq@9X{QicgJy>#}(4m6Eb3A4|+y2Ar;vQJU zpR)7XUqg%>2l5JtVx*+EMA)|$udB*|*Q4lUXV%>1N38KRik)9H_;r|F-fg*yvI_R^ z$Ol~U>{@}27(3v%qPmDV>8u=4EyOQ2$@8ik)z+zInCd5i`SV8O z>>Vc@=S?6Dj1CYewY|Lzac11m!`L8-G4p+|N~$OoxK2*F@~i+&nm1d47(sm(m2_;aW&|q`ARG z9Y>{$OCHhWkE!{U!f|T7j&9@Nnb|Mbqau6mW*yT@r6ayf<=uSCCI9wUT&S)<#2*z0 zUTY)y8bY`|qn(<9*=a2#DR~BjG|w1gNV?45w-7m&uxt;M3Fy<|iA*qy)%4N$tSmg5 z&`JSr#AN0$3k?_2bK6Pnwzb8_4#N8yo#?y%rvayFt3%cLX+q=5N;XR4MJ|2q=X7n+ zU5SZ!maoVNzu8lwJ|^p+&Qd-wlh(#gw(LBU9+#ju*od$eK~pPapN9Buo6;6G(tnXH>*17_v_ z+Y11$v_rtvGu*fT?*9qyWiP9G{pvNuh;trppg4%rq6;&6^KFZ|n{2-Y9D<-WT&I47 z8@)K-#?1Roa!=4lCC~QJm#HJpM+l~3Y7bbxev@+fuayTEEMEz#NC{)XT2}6V%khE@ z-!K;uW&A#zmQVj{AR?|5kbLut`?cXowwPHjqsSer%FtveG_=2j^027sJ|K}cStP=q zlK%?=2>e~BqZXw|x&~AxHWg#vgbop>HY%>2*zuniiAD%6O2vw+<5s|YI9Mr)Re>#2 znkb?oLs+Wkw2VZFaHQ3GV??N^C`4L zIZX|OC{31X>%XtGmlMU)Dbk+|=B6JDMVS%jN*0h(K^ZU>`~XKJ6q*HeP`07hko720 zNP3v=l{nE-{frzz9L+^=ZERmmhs2zcfzaqD;TcrD6fN98FhwEsF+%e?{OJbrp}vpU znmrC$O#L$+lmC409wrs*`paTqdh0yCCE5f@d8)*HN>Jb{Tq!kUv^GBshLo{P;huePvXXYuGL= zAT5m`-AE7J-5t{1Lw5<%-AE|i4Z_e!gVNpI2!fQf=NHaGHRSLN4XPIa4p$#}7#n79}_d|0NRm0giN zSAGmzfU9TVM2)>q_&3E{8u=K0X|;7$=U?r^O^Z#_d>BXG^;yvyICbDk*>?nMMf#gm zp5GE<9&TDGH%u%nX34Fa$SWUDuVm+pclosPwSQv)!K4gs49`siAei(ZFVN9@i8)gK zGpy>p31{n(8P)D=>`RV?{1neaNakZO<=Jk&`{Obs8n?~))}4AwE>A6LgXI&PSOZ*o z;){#1a+*A|u}j0&wK(}6x!^!m>KMb9?7$hXP2h1S)So_$iI28CN0bR;*wm8~XteCl zLMXrGPtEqh@B2w4k(UOGYc@4x2C<-ODVGOW5ScHH41He{GC8P4+F z+*h0+*|_<8c5~X{5QmH)7JlIE4xnPo%3v;?*Ud54hjfeMWzRX}(jkVmUL+dXa_+Xsoo5JU(KU~xMC~s?nu@vI@lzsO8Q=0iLqo`V(waNW`o4-$%z7*X zokW}xWTxhI(#KQJWGm^!W3v6LxCHvW>A%Ea%Z!;h$LhAFR)%tygLuFQbYi^W6mHn& ztZ}r45)vhaDwRZ6M?u5QKcSz2{z*p4+|iec#cm{t{X-7+Jg*E1{uh#t(>=Cn?L0HC>jx_``gS@%&A5NhC;4XD|$S((!%{OmxD`b4e`d{Dd}Ab)T== z-CL|Fm;!YVXPfswn{BcGvajlk<^t(mYSN^_WTTn*JgXz)WW(T28iuGO(*E z#=&1vSr`CR;LoHFb@xy}Lqv&|zw!XwHF*O7>gmozHPrN;_^&y~d(8gb(01ZCUsdSz zAnw1Ur>5WS-xN`=1bC|KR~xP$-x9u@?;a#IC0UN$&`kEdv0Jd{{4A3(|FI_X?C&7f z#rTv0JF^8r(qp3HLdvlpt3R3-MBc6* zxuS-mCEHigxgeJpw^t^H=t@d8LjDUgBiMnq`}GmLc9iqU5Jl5D+PpM2A}$(pFrIdp zSnBV)F}dy$h0gm>-Fo)YdjzT57VROmHwo7Mbpi2m->grvs;4Wv4DbTLgCAdWIi3M0uJ;i{U<}luUYRH8#2j ztNgjf(I;~WwJIVW`0<4XpTDf9)Oo$38Z4aR%q{9B(*4s3?!--g*BW1BC%3!$ic@|p zoy6hmT_QKmAB4}ZGg9JCUf(C1hA44RN23}TyuAo!$3vCjQ|30EjsouD&Qz~G62Y$P z)aGzrC2?_qDVapolH)?`e`XyNyMZ*lex7)2H)mX^M;(uIwGu{m4{l06dyC(2tB4|1 zKktMvxUn?8pbvEvWIOszLSnjT)@Q~95}ms^*XPK4_rVxVL>xaP-etdtI>vN-dHsZk zi1^n{qT5%UH*-xxTIy=ypks|^l=``GCFB8e&xa&&ST!!-2tW7tHDcZhJZB(2I&E@8Fr;)O$g^Q)KraX8x39F?`YM`Wzaew!=E&MvPp_V{@OFB4dYoKVuX z=B2`!ilr3%g&%INV`d&UL@33$g4#)bjlX`9xSrqsbANE)OgP)lo?KM>b8s+nVrIs0D<^e*GPmTc zjYZI-^ij};W;xpx`>RFLu_{@`-OzWit#2iEE$|4=TbZjIBMslZE~68&xE`~3=lgL* z@DRn8*ur(3_EM9~*B^J+(eaZKK~g51jEXr^$V&>w*Ofdm(faDOiftw&pVc3pF%saa zlpGY02jLXy)GF96i6sI%@8g`62}wkh)ND=l)peQcDlxPAwST$&dTTs|sx!6%fK^>q z@I|})Y43<#oh{Ofu6YoP%-Q8|EYyu7U><}46^+KbeF5aupUBjQzTSc&=Q+&<41ksJ5_2t=O>^@g3yy#UNtH3^0 zSS{j&e}zz@dV)I~ohelNo&rWL)@iehkPDyYKrz^SY#Fjx=RX|8Y26KBp=pt7(k^$m z=(thiE(nOqcDFM5(2W~y_`y=Vj+HozSzz%hxX^51pa7Rp4G^>;f`Ukx$n&Ms(>otL z+_>|eVzb|ZRVLpBma{l`Xiv*Kfx)`(cxr8%XpQY!v(T(WIj|<{3j>_kXTE@IOwIX_ zlk-&ygCDPjK9My%sgxK^?tnvW(+4)B~we-}eaHAhF!)RC)m4NV3WA^tGv zSqvvF)~7Jcg64wENO-2%A{?LFVv(gjkPiy_a~jViQ!TAfip^6L03mv6?j_xG+mvDj zPL$Y}KO+|h<1V2IB$*~Fed=NUZCau)q|R3JQ*G|Q0ZOVQ(`z5=SydvT?T9U`b+oz7 zGV5u=Qv9s5Bj=wyx6Y+-YXmfJh{_}O>9X*?l!uEGMstu+Z8=Bq@)rg)!aRj}9 z>?m3xK(;<_!mEiiv=I7oe6CI0j`>O^LC=f#gT#A}qfi=E*J<)pZU(*jUSDkbwb+)~qT5%KmIizoU)5!d>{jhv&eI@P}>0&MzNBQeCa@_YHfAZhYrpxrn zmLqtWtTbsBH7z1m=x`1|GD1}nzqh{ZcIB0mI<{CT&X3yp;3-&S_8xrjeLSlpQuN%) zM5^+W0Udkl{jODfhrYxJ>7pkK9)mlc9VLeqk)OIl5@At8!>fu~3c!FURDi{#V?*X= zHxkyj1O7xMm{F8QsU%T422&JfuIf+^4@MS$voyt3J>@UPDigZG8=d5NA=AsTB`P~B z)8Q~DH}&nE8S(^%Rub9Q`!(#4p?xeqIfh>f-%$*Oc*D35X20lRPa4d@tAL|?%qA2? z7Eie^3btz57ku5)+nld;?Xgj!Wi=s<<#rCtE9%mm#2HPhK7s!213~(X4fj&f)m0#= z*$b9=IgK5D8{Kfk&5K+>%9>Usw+^ini>JE?QoSvq*{NDquVS&cTHJT`o@B8|$Boa9 zVwC2v8eXiE9D(KfTreV14~_xZnMMgmIae{P%z|k`0;eq1Qzhew!_FNT;@|X=hY~{g zKH)pqal8HVc(~pZC3v_)`3GazXLH5)X!t?qFbH)tgMsCYP9vklfCv;YU%~Hv^tdD= z-@rxUY)i^LX($VT4qHFLrU0x~(bwP*z}x0;|G3TD#*Y1F$Gbg|js+3`l6y+sRtz92 zFZ};gelv{1idEhPQGOMA7TSN(7M~5K>F9%)>${%PuY(C=f%T;+EG#m;>23{<`j6K| z#Uh0bJbWwDk#XkcgSx4knc`945jv!^UVIw)1AH$DP-^wHa*R+Dvs_+VDXrQJSYc7f z_DDqHI>r7ZPrn3b@0M=A=%s!tvI>;&z8Kz&>bRH8{&kpxiZRi6J&%ure}%%kGM{dC zShbY?qPO>I*6=|bnFA+`EuK{JbKdDv-4njWB#kXG!# zSI+Y|-?P_hxDbZSk7_HiSwg_}3O>@9T2GbeXyg1#Id03 zW&W1cePM2cKgZF+Zl$XvNhuamk_2X_*8&boSG>QTnAplYsh#*D-BNaOjBETO0EqqQ zSj>ULlL8>zaWx|KpR2Ar+djo2I~Lp<|G8T!oguku8scpKeSGOJ)9hqs7jnkpp2(TC znoPFY<$W(Bpr_ZMoBHu=;^0iU)BFDVl+(^c?vlbFW8q(u`JW3OJ3l+jX%(&9KP1aYyVY8WID!)(m$kT{|iu2dEJazO_H&^iADDomiz3d{q{>` z=~Jqwx&D7l<7YWDe24B0#cY8)9XBs>ak5QYvasIn^uMb?b8=Dl@x`|u=z;G_HOWzF zHHNHI(VB<%^y$1&*8L|L-<6D8-+nIxed+_HGEA;tOedlWhd42`7JY@54f!P z6FH0H&cor`!eKAnOwn%QbGVLjkGxqXSe=ujVeLt}GL|SeOsfjN-qIp9sz1R^2z?cu zd}K{c9un8g+n<|o=)9Zk@-%wJVO{z9r;{`th_sK;^X?pQmqNVXA=TW z)HAhq5j%S`D!vvDAMx&NBWZ{GwxQ-X5&hf4lpT&eYuLEaw-Y7CErYKTFpuAKw9|Uf z8;f)G?^Qc$&dpZ7skQDFO8t()<-LHeolEPUUJb}+FHw5-)O2H7PK*1g-=8IHU^&bm z-H+|2Od(;ic)E2bcRjv+ZrQnRKArv~I3;?6!dDq`S}`*bZgGdFf%z;ZUrLGY<26#5 z>qIIDFyNQ2vFVPLyY0$edQWS8ba07%B`hSr4!uu!Wb7xmyu{{-f85dOvWMmT4$b#3 zX84-1SAPvIEMY;cl2zd0AcB!XFlRYGCOJ?9_dJ}7*xBEmKJJ4TXNU)I@eKFFmL$p& z)B^OV9?@U%nW{^tbjm?xCs3mVZ|)T!JCU}yoEL~Rv>%Ydob4r*t;SX5Eh*ZHp)^BI z85v&2EO9U(1gAJoNn@uUzM`F*^pGvFfnQPoDqAjT%Ak6Es?SSqAiXW{>U)%hAi^sg#KFS4Zr>(yITx`npN1HZSF zb)LF`{c7!f^=afgA4PyEpKn5GuAeiGPyjG5;QiloRe&s`Q1gcZXTOdEj*i#HP8fpD z6xizC+g1LS+hn)9i-_M?|)SwR4Hh(hTMTSqT4}he3_#{e~Wy zlWr7wcBML^IR~MxJYlK~-jkXBK37E3wK;MteSKN;y+MP%nfbSzj<%#pOA3u8mkO1g zEd3Aai{2LEk-fMCG}~=m0azlHVbwLO>rXa1qm@eF_AMM3K{uT@x(X_rb7Qb?q8!G| z&^hwzR_}*T?pz!dNx!_5U0-iy-7?;{^*6dag+WT)(sYQ*Mk zep2Pu-rJiQnT3x~!8 zSPKexoEo7ctaLb%2;`DEcGwCrbDc#`B|kJidz3xyoSVZBJKqO!pfPt)l2jP8g=jAg z1!=Fk$xc;wWA+D@0bT_#j+rJtX_-bE4Q4n!gTdY(fZ2X|<5QzML;oq7xdtY5+fdr^ zEQBj*fMh-|q{H@Q=N-OO9=Dt({4j}%j!YuF`)$+R-8!VQc;X(JL~)R3jM!!GDo5rE zvrg@^?C75VlwdioD35vo_HUD+I7Kj%cB7sFY$S&{`4^8;Wm*ouUluL=;yT42)-InC zL_X3~oHRdfm!&6eaeS(^N&9X$AE_@?Np?;NkP@@Qael2mKdQz` z5i6ooxSBTr%~F1T*HUQx6HOq;O+6CU zeK@Ud&K$5t1gM>bg3jl2u%g9eoU&PAhGfiic-@yFHYdAZMWYSMTDqd)WfdHv$jzkR z@e}Wg2?jJ?c$@K9o5K>D^%s?5d{^n!6<5B{6Mp3rCAaOOb#2>4X;n;HUn#9L_HAB$ z6fFyEMlTUM_ja{we>VL`YJ9@>drKIr&q?Z*`?xu2HTN9rh!zgfE4}ZC>0L~B!;u3# zUX5OAD=W}e?Y0M@)y4HK+bt4(k!PF$xh98yYkOq4BbW-GaMVO*`k{%MR5qgtWZfOh z?&($H;v_VUEeR0=KkoxTycg@XwQSVpkgR-D7PcsN*-7rfQT*0<4wrB?&5Xv6f&)p4 zGBk&Ogu2$Z3&i0nF7aluAyLC0EKJSv{Vb@I1yIUCIE=Dtnr+fa?9HfX#|;^yuZ{+f zKXP4VxP(f%UCl%jsZ-I&kaPg)9zt}_&UGLz+L=y2peRDbAr^~dpdBv@P|H?+*eW|a zDmT_$e+&cdyvW=FnZlwsX;Em7$gXjLt)^6*e#lseqy26?4-OV0Q6lOK^!4_*-1td_ zIFGQ}#q-jjOoWek^k$`p*qNT10p;h};&1L*9eU7FQ40wx51TWGwR@ z8ywf+cR4va0b)BYJI4;43b;U%JT7*pnf&mWP#p|f`IJYoQ_c_HEgIlDr_*?W{nr-I z9R_VB@ys__i~9@b=78lCG?-!!b)_mnU8zcGBOyS(2&gsjw%gyX*#Grv9ob@fDn5#F7!8)T&nkcA9r(oDt1;&{J&k$U2N8>Jr2v zLK9?j7*8}`T-3&17@g<2ALgYND!g7tVyXLqeuVF)?0T`DlK#A-^+)sL;WQ_)g_hci zQ2<~poN+V1s^@BJLPkDj%@Gd$SX%!Av#^|HVDsIj!fBz)WOYRbITXYkm*MUlb)89l(ZH{tLYc^rFU=Q_u7HCwU^#M!NgFH z+5>u5#VxYVeb@WnM*}k=M)Ns4Jf3f`<8zs-oDpRPPjL}2!eu7pDzYu4RAehBy@RQE zRnqJ!B>RHP+8}%Ana*ZuloFfx9P|gwW+bBpVvra5pJ+ffcZ@7mWfUP%Nl9>g#Up0s zi?Gx(#=pWH9;O|;;MF|9%{uQHtek!Jj$;T_Cl~C=F3L{bQF)AoJ8Uu60P7X3BZ|R( zcES4H-G#gF@5gM<_m1QhHK#|o6U@D2cwc;trxHWts|Q=S*SMn9yGS3{dI{=YU;Cfc-TM~&@T&zf1p22N{t`d!7YrHE8b#KH z6UwLT34Wv)+GEoeo`+o>t*N}J+;i5P1{q;Ry^>vZ=@JYG#0xYHdSxW~oH8oxoU9kZ z|9M@e@t$C#Kd9zpQ83qGcVE(K)`CROQ}d;R!+Gy550B*Q5rO!dtH#L+I8Kwg-)4{BGFwY zw8FqC(EA}aWB2UIvsboA1GGrvA6+h^Wn*HHKi`=>1B=P$>nup~wAF z$I7r0YqPAhxGx0byR^$C{T%Dvaqe&90HL#_b=UsJJ5D1BNrHZ!oh!60;^KV@6!CbW zvnPdtsgEpSHr*ld>v0uDJ>X2SiyFf{tLPvZb42tjC8c7Tpn4TR4nsjg_5ek$&!Wen zJ0~Jwsy&I*SEsG%7v0cFtpcI+$@tCKY4c|bo{iX14bJ5llvm|!W>zC>{zen@l|}wC zH4hpv1ZwOSjtXwu4@I+F;o1Lr0iw{}tq=pW_TxH=hXwpfauq%&CEF{WHf)MFe7rgI zF?_Dre;ixxJ*B&m_nE9l0fco;{K28A46T}HMWW7Ce49~Lh zCRtdfr9FXaQ|HJ~b3U@x&Fjy>5$1o1uffV4dtcwLV-x}S-{Yc>tyB@awH59l6Nw1ts*j*)o+6Feo7UPWM%~f;^-~J5l>?sUlc@gzFHUG`= zhWpG;X~5UTv1QOLQ;no*{f=PZ(Dv*S8(2>KCYqYk5RSRHzH}m-fwU?RP4s@ibVQ>~qo!=G4!I-W| zw(C_CUNHNJ3V+0M zr98$U=lo$~*anr+GUGW!o`oLA@5Umu=vu!E4B+eZiJ!S^a?}?`i!}q3S9@+L*$Jul z0OO=l+#`+um)}O-3x4IZ_fEBVpsESx<=#OSo!n{L1b*7izGDp##DUb?ZiS<<4;8^) zyRTv4sJ@tKDgM$P2s9!zv256o0C{zwa3u50=o;*>>Uhm$d{d@T^c!#o4dx8~?CS?C z1ZnZZVsDpp;o$Z>1u-L@PhxR3aqN}qw~5uMqxVM_(+fn^Q*=XET94I0W(N2i^|9ZB zfKX@YO#~p5!9_cBbBxr6^HwJ8N`le_gIwc8zB)J3;Et)O|8qo^!PBXlm}1LfOBpvq zbuivS=)#-p&*fK`+hxR<#g2m_)CNRHd#En=DAesWbtG>lTM zrT0N5miuLVtjMxt=4WnGY?`ksHbx_hpM|Jk@qVNqtbn4qR~HYUC5@sH#ZMc>_L9J|~X;^97pH8rqdPqU^g+tph2-T2)euWVt;ot527+{H7H zy4byHr+m(_^E+Yqlj^b+p4UaDZYk4Rs%>eiwId=DQTVV<87vq5F-yE;38YYsS1o;6 zz1e>@u)uY^r{A}-KxnyRR8d>U&2fB@(b0U&P`Nx^6KwyNQzmX%b5E-V8>>Kcbh;-dE%w5sG}RoOlAqxvFyE6m^Z!g2OmYy0|E7Yz>Jr`ua6o! z&0k%K3n``s%mn2GHVWm|%eT?m9wishq9q4YfRJJsGB3k%F6~DGcv*Vr48_a;9cCJz z-DlDh>Q?=Q`x&qaSMH(7ybZ%Q?-@5Z8wX*b^;Kz5d>*^6}pok9$GvqQ=2#h zwHA;-Yop<99ig?+GS>g*qk6G^eh-Du>VuUiReU!QXT5jbrYSO$xe~}ldb)TfwKZO+E0gO;B zHVYlKf26rDv@v@oKPQK(Q8}#A6xM*XBuGRt?g-B9wD}lth}=|@HlKzWw{741Zp@NTk~w4);#~q8CDpmSeh$F#pYlZ+~~{ zLOVo%jvS>=`XR?o)cg+g)LH!+xkC~dbS+I*G<>wYsk_)e4%vFlZ{_R+80(wgSCVrV zqm8nn&1NPj7~flxxTA%n^n@(A%MH2BLda`Jk@J#_xzV=4E8((Y?vkrOyB*|?yIR}T z(kzWNm9-7OJZY5mCXbOimK}tA@jbR1{-QEGpRTcj$9md9QU-TVSu0%;U9GRn+a3VT z!=AG;BY*3KMh$&k=i=rJ+>WtRsX)ZciyUT4?y4R{IphmlOKGnCT9H45+Bf%Gr(cBM z@5NH&OuDNuh2Bj@YlqySo{y0-wKhDd(q_IbpHi!wFq;RRmEY?HX5Yv2HG$=etr47p zPdb!2PFF0aWu1~}cqhX)3I*BAX))S#KzBGRo?!3MFSvplL$;k=(1Te_2j~D68p2KxRy&{R};})o@ zvxk#&P6@U%g|6BZwSlAoUcya14RJ1a^ru(aK26>&N0(blBvKo>fsvJ_X(FIl`Q}H> z#A5YYnSQhvWM{?!@9(*dYmpZ~z2ewDp0DWAY#FruiWx$G(7L+`JkmY2ocRfb21`IC$z?Vsc-!Yrp~E?5!COUPTM}c(Sa4dBfPldJ z8QKZr-Lj2PkA6^T-7wpZHJ5x>&@n=-dt>K5dED%JMyJNRjP9_j34&TPL(KxLRZpAf*u^@;U za1$!bH(Ej33=rw$wBL0*QcONK>w!)!mV!?FwE!nKj2B+InWHJJB!e*8RNGW)xZV_9 zy_VZ|RiGFTeZYmRm?UR8Xwn;3s^XQ+_mFkMHlPxZum@#beVVZ?whGfxz{;xcH7CPJ z-+B=QEhBSTy+qJ5MOucOB4embcwB(}gG_M`Hb`@2cK&ZHwPIz&oeb#m{}l5@gkRs1 z#^69!kMwG^gLvkHdQQCycOIjMg7&N^gtOPtWsx4Cs#hajP9csMVq;>ltGe(7H*{bS zBfAnUE6uxrmncoHP}<^3b&aIsGIobf;Df_&1lKWSwRhscBS-+eI-U(Zj1U#ct6 z^5qkcX~#&q+9<^V56Hyyhtzg^mkxy zjRjf?eK=y>G`;AIt7HeeVN6o2yZlo^VjGED%>?kZ=G0v*M;l~}7An=IkopO~#KdjC z-QEL*SY_k>VAhY49Q~7*J=&$Sv1xB~%__nc+gNc3b#uMim;u4uZ@cEEt)>;Pw0NrV;W2&wQa`j_gpfK zq?)G_>9C+=WfTIGs(q}9pp!X~&P=tZR`|XOAkz#?Sd(}cFdg}9w9q=>34=52rt!pj zA?jLj70Z={i15oB4{O74fs|T)vk&`GFfZn6O1W16PhVC$S{z! z3QwyhWI}BC`9Q5N@~24uI9yM#e#<)DfyAGmsM{%!U*hbnsoM8(q?Yo;{KlL%oLblr zo)Jxz@~tPXCylOn$K++M@;PHC>!4KYB_j`y$pc*J$C|45zc1XQe={7tA?|T|pScF7 zH+69=(?HgAPX!+qzmBf&(#=Y`jC%F{3M}}ZHeg2RRWaExN_#q1Z(;VIPf^wX-YB@0i9++Ce zFpf`5yPUxxGZ} z?ZIh9+?bbYWA_bh=CmwU!90o{!tyaCAbD@(DZQO?+Bz!d9$&y;O#`qIY=pRSDobTg zep{puE2{UoCYfpZki^0lnDy4lRR25M90FA3Qj3jo{M#a`HV17H?a)$L{$6*b0>wiO z=mr!_=S(N8%EGbC&pJUhY#YoMkx+9 z_AKe8;H)wp3?TF3r$ZX?)CfUIWvoS7kvQtx>;yT3;Yv=$f9vXA3@uYR-e20I@(UU+ zHp1pBbwRjS?XU)(`Z?#lf|ivn5JCJ2#w5RE$6V|=r3ZjI%;&_m-&(xktF)t$X}2k zJFEudaqm{VjJ^WrXnCe1eT#BnZdd4mQ!1CsfD{uMjuG_Q=pxetW9--5grL{VA3Twy z@mNP?zF}8>Z4jm0xpaShrAI;)1CCcsdLf(fy!03vp&~=9ncT`1CVSx(Z7>DY%hVAx z??s`~ zJ6K7lRg|r14|3&Q^9RPcpPCjYY@X3RB&rAQ(0wW@Alw*w{lnP*l|-v5LFysq%MbXJ zRFPnd-Cc2|+Gi@A_uJ$vLWYA30;D1*;oo6S6|}x-kjb()n<&BcZuCGJ#Z0s3NAz&e zfU4WuaH=heY=6yeSH;eLq_$*YJIbQ^lDJj2@I{;BcD-*O)$bMuGLqt{k9a-xmnZ9# zeps@ggyXq0U@0?3IjD1c$9u+!whg1Ye#ip3Y8Y6Ut6+_doy=n=EK4t_f0v;;3D4{F zOl3JeQT^=bC&i?-{4Ndkb@v#|qTdp1cGJ(VO-^+CW`pv?n3$Yqf14{&n!3 z*YbB)glC8~%(Xp5z!3sm#_w5Uff+C5r?-v8+?&Ntj7S=%>Vx^-n9qZ>Bqa5{)$tO z^ViVbB%gv=0D1`t<8Fqoh6(|Ic%|p%?iN(3!iPo-db3ub&-4)eBThMg3GLF{-u&k0 z4PbR$=6^{7MZYR*U?0g*r8h`9Gb~`OgNdaJ?+a!0D?T5#uR%R%34i1g3%*kqlf-78 zxc91WdtXj6hbs)zSYoTg^7dK(%8Xn+Y^5&A_9`A|Hq(}5XI2k|OW&6ILnEtZnLLdS zQS=-=20~uH4m!r!$RMIW1H1lht3!by!>UR^FBwAov0s-U-D*{-knaWH0p;6noEojK zT&B_oHSaDgcuZP90e4J*?uVdn|g}F#!Lj@c_TrHf} zVyYkHR^BNi9E6~0mVd65j22oelZCCco;w@UF;>@j)n#T5T=UcW2DCsHVWkubeoKk* zvj%-pEMIX7BTe%cmXf52>O3>5+uOr<1L8rFz(eIf7wBPdmb039moLZ(&qc2Z)DtyhE9)=!99f4NWc={nr&RymnTk4DN_ ze4$G3hUDz&x6YQHp4V}XcB8n1-!&)EO@+CaUH}&sh}-K82uN1=-gc10!F4D7jOLv3 zwW!tjwg1N>zCrZ!C#T{WxM?Yg82vnI*N8k@C-Iq(Xlp$j=jIpSYXg_mB0w4VR%}H$Iu|V}2_94V;w_s&EQf zyO;XZm~gKKB;~8ZG+if8u^|YpSxGi_XYWX`BCo5{%?dh(Bd`3Uja2xPYwZNg2tR4) zFH&C9u&F5)_3OzhIKt=lrjzTy;3%C+p|7Da7!>;e9rRPSf#&e}zhon44eM+!*Hhl6 zaq@l4$v5_7l^WRezTqM!<4i-2iy1&TK8<*+vH{6N1YCb7MK0w z_NIB#2M=FZ=@2U@XOgqlsli(DcysW9_~!t=c>1aCrOunxl%yH)cB2u%OZpJ^o*w`h zTBKf-Vc`aa<<@=4UzSG&y#eL~^aQi(X}P$|urEyE==uhP;JU(!()3GX_}0r!7s>?|&}SZ(+OPKU|kL{*vJ=e~|VG6Gw$`F@8Y$hVF}+fyJtT zLKsccIbQ~&FahE~(p!NfxkY1sDZsO0J&4E0Ala-)RV5sX_p27(Le%h{yAgYnaPTQI zsTVKxRM9)aOFwJNL>UaPE}DeVfDNlFv+AJBWkNxfLzF05qH7OP+$EG))@lxHu0k1@ z45Rm(^*C|0qU2(WIH``Fs)J-YRKF=8hygv)bHG7s>rdf13eyhyCI~kTd@uq_RkE#xG8J7R4;$$Z zr$ds93b{HEyahFZkrA=Pj|ULtiz4{VC=a%ukl` zsPJ(-COte8|4TY430EmIeZBK#x0g+?<&>ySBe2hV@DT}THblWutDROJIze|T| z7QbPk0858NsodbyWtFnMG*HE3mAzaX?G;>15e@1wQ1r1)&5 zC@c*r^q7m%tsO@22Pw6&&V1}yTe-d>%46N?7hE+Z;$Btz!6Pl0D5&%1Rd-3BMo*-k zOHa_STPV96wckejQt>r6bXq<{0ysjxJK+dvep8G4>r>PvwV*nTQ0^x^-?U74Q z8{bKx+WHqnbWYz%)v+)Ztz!N28@Wf^qPp>SVj{Dz1>!obGWtF_OW~9tGkUFVMQbO$ zNP0^bQM>kGw-=w^ZtQUWvraBu%q5MFJq!$7yPTw$rcImKB@hjAlkOMYM*Z$dySh(m zHTGO&8eOh>A0>pB<?CrvG^IC77Nm#ax$< zGl{%j+kTQuksVK7q`q_zASm#5pAD_Bf@!MsBcXb<`aa>7$u;75O_>!DVDk~WOxio* z@>8NBcJ`VIOAs00dF*;lXHLjlX|OadP)EyR){p|xqdC<7US%R)d+X0p{8{rjeEWLF zBCh6E`O=4g@CrHHxAXob*P6#Qf$LeclZ9P&dx@H5NcB6d2REwIJCVsS<7k{O0n!9P zQF>6zPpye*^}96kW)%lhi@t1v%?Av8cf#zoMfcY=G@blHVXQwiQ1}r&um2bYR3iK~ z3SjcmfIOU^8OV&#v+?>45mY29+9$(XG$b|Uvref`5FsS`jwiBC+CX5IH(e*~WRkhn z&XszpN!ZzNo!!@(0Rh^m_P#&o&qmkMJ~?uq2`_EVcMV@*~MM4)0T=%u>LpIF}SjJe4c>q|}YKL!eLBVlR-oOl!}4q@12c(|38i2;sZ+E*bGk z>#>hZe4O>@jm&gJVfc!kFs?^5-L@=oM5BTe$rUX&!K-kb81w3&dFfPjY?I9poD=Xd zuCle+v!TH}+hNz?<3X+Rdt`HkQX$^^^uQZ_BK(};YKfkhT2Pwxij9Oz2TLceQywHY!?$_|GWBq|6iuP^9^ zO92Dx1(yo)>PHrZf%}C(5B@c(77Bx~ilVx_icJMP(*G*2aez|>8xG5v?i`LY5HcFc Soh=6ge91{EOV)^+eE2`d=OqgO diff --git a/readme.md b/readme.md index 1a013c9..2e5a31c 100644 --- a/readme.md +++ b/readme.md @@ -565,8 +565,8 @@ def nnCostFunction(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,L # 梯度 def nnGradient(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,Lambda): length = nn_params.shape[0] - Theta1 = nn_params[0:hidden_layer_size*(input_layer_size+1)].reshape(hidden_layer_size,input_layer_size+1) - Theta2 = nn_params[hidden_layer_size*(input_layer_size+1):length].reshape(num_labels,hidden_layer_size+1) + Theta1 = nn_params[0:hidden_layer_size*(input_layer_size+1)].reshape(hidden_layer_size,input_layer_size+1).copy() # 这里使用copy函数，否则下面修改Theta的值，nn_params也会一起修改 + Theta2 = nn_params[hidden_layer_size*(input_layer_size+1):length].reshape(num_labels,hidden_layer_size+1).copy() m = X.shape[0] class_y = np.zeros((m,num_labels)) # 数据的y对应0-9，需要映射为0/1的关系 # 映射y @@ -581,9 +581,8 @@ def nnGradient(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,Lambd Theta1_grad = np.zeros((Theta1.shape)) #第一层到第二层的权重 Theta2_grad = np.zeros((Theta2.shape)) #第二层到第三层的权重 - - Theta1[:,0] = 0; - Theta2[:,0] = 0; + + '''正向传播，每次需要补上一列1的偏置bias''' a1 = np.hstack((np.ones((m,1)),X)) z2 = np.dot(a1,np.transpose(Theta1)) @@ -592,15 +591,19 @@ def nnGradient(nn_params,input_layer_size,hidden_layer_size,num_labels,X,y,Lambd z3 = np.dot(a2,np.transpose(Theta2)) h = sigmoid(z3) + '''反向传播，delta为误差，''' delta3 = np.zeros((m,num_labels)) delta2 = np.zeros((m,hidden_layer_size)) for i in range(m): - delta3[i,:] = h[i,:]-class_y[i,:] + #delta3[i,:] = (h[i,:]-class_y[i,:])*sigmoidGradient(z3[i,:]) # 均方误差的误差率 + delta3[i,:] = h[i,:]-class_y[i,:] # 交叉熵误差率 Theta2_grad = Theta2_grad+np.dot(np.transpose(delta3[i,:].reshape(1,-1)),a2[i,:].reshape(1,-1)) delta2[i,:] = np.dot(delta3[i,:].reshape(1,-1),Theta2_x)*sigmoidGradient(z2[i,:]) Theta1_grad = Theta1_grad+np.dot(np.transpose(delta2[i,:].reshape(1,-1)),a1[i,:].reshape(1,-1)) + Theta1[:,0] = 0 + Theta2[:,0] = 0 '''梯度''' grad = (np.vstack((Theta1_grad.reshape(-1,1),Theta2_grad.reshape(-1,1)))+Lambda*np.vstack((Theta1.reshape(-1,1),Theta2.reshape(-1,1))))/m return np.ravel(grad) From e7b815f4043e06b7162a8730ac391616eb920766 Mon Sep 17 00:00:00 2001 From: lawlite19 <849451478@qq.com> Date: Tue, 2 Jan 2018 11:21:08 +0800 Subject: [PATCH 05/15] =?UTF-8?q?:memo:=20svm=E5=8F=AF=E8=A7=86=E5=8C=96?= =?UTF-8?q?=E8=BE=B9=E7=95=8Cfix?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- SVM/SVM_scikit-learn.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/SVM/SVM_scikit-learn.py b/SVM/SVM_scikit-learn.py index 3cdbb6a..43ba3df 100644 --- a/SVM/SVM_scikit-learn.py +++ b/SVM/SVM_scikit-learn.py @@ -46,7 +46,7 @@ def plot_decisionBoundary(X,y,model,class_='linear'): if class_=='linear': w = model.coef_ b = model.intercept_ - xp = np.linspace(np.min(X[:,0]),np.max(X[:,1]),100) + xp = np.linspace(np.min(X[:,0]),np.max(X[:,0]),100) yp = -(w[0,0]*xp+b)/w[0,1] plt.plot(xp,yp,'b-',linewidth=2.0) plt.show() From 0fe8d2e80db49ef529b3f3b9a1cdbda7cff7460f Mon Sep 17 00:00:00 2001 From: lawlite19 <849451478@qq.com> Date: Thu, 4 Jan 2018 18:54:06 +0800 Subject: [PATCH 06/15] :memo: fix an error of NN --- NeuralNetwok/NeuralNetwork.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/NeuralNetwok/NeuralNetwork.py b/NeuralNetwok/NeuralNetwork.py index f728212..7929ad7 100644 --- a/NeuralNetwok/NeuralNetwork.py +++ b/NeuralNetwok/NeuralNetwork.py @@ -205,7 +205,7 @@ def checkGradient(Lambda = 0): initial_Theta1 = debugInitializeWeights(input_layer_size,hidden_layer_size); initial_Theta2 = debugInitializeWeights(hidden_layer_size,num_labels) X = debugInitializeWeights(input_layer_size-1,m) - y = 1+np.transpose(np.mod(np.arange(1,m+1), num_labels))# 初始化y + y = np.transpose(np.mod(np.arange(1,m+1), num_labels))# 初始化y y = y.reshape(-1,1) nn_params = np.vstack((initial_Theta1.reshape(-1,1),initial_Theta2.reshape(-1,1))) #展开theta From 202ff3b0c04203fb9e74856d597f0318dbc825bc Mon Sep 17 00:00:00 2001 From: cclauss Date: Thu, 4 Jan 2018 12:22:59 +0100 Subject: [PATCH 07/15] Modernize Python 2 code to get ready for Python 3 --- AnomalyDetection/AnomalyDetection.py | 5 +-- K-Means/K-Menas.py | 15 +++++---- LinearRegression/LinearRegression.py | 7 ++-- .../LinearRegression_scikit-learn.py | 9 ++--- LogisticRegression/LogisticRegression.py | 5 +-- .../LogisticRegression_OneVsAll.py | 3 +- ...ogisticRegression_OneVsAll_scikit-learn.py | 3 +- .../LogisticRegression_scikit-learn.py | 33 +++++++++---------- 8 files changed, 43 insertions(+), 37 deletions(-) diff --git a/AnomalyDetection/AnomalyDetection.py b/AnomalyDetection/AnomalyDetection.py index 31bfa48..13f74a7 100644 --- a/AnomalyDetection/AnomalyDetection.py +++ b/AnomalyDetection/AnomalyDetection.py @@ -1,6 +1,7 @@ #-*- coding: utf-8 -*- # Author: Bob # Date: 2016.12.22 +from __future__ import print_function import numpy as np from matplotlib import pyplot as plt from scipy import io as spio @@ -25,8 +26,8 @@ def anomalyDetection_example(): yval = data['yval'] # y=1代表异常 pval = multivariateGaussian(Xval, mu, sigma2) # 计算CV上的概率密度值 epsilon,F1 = selectThreshold(yval,pval) # 选择最优的epsilon临界值 - print u'在CV上得到的最好的epsilon是：%e'%epsilon - print u'对应的F1Score值为：%f'%F1 + print(u'在CV上得到的最好的epsilon是：%e'%epsilon) + print(u'对应的F1Score值为：%f'%F1) outliers = np.where(p Date: Thu, 4 Jan 2018 12:33:24 +0100 Subject: [PATCH 08/15] # -*- coding: utf-8 -*- --- .../LogisticRegression_scikit-learn.py | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/LogisticRegression/LogisticRegression_scikit-learn.py b/LogisticRegression/LogisticRegression_scikit-learn.py index d7f4a89..200abbb 100644 --- a/LogisticRegression/LogisticRegression_scikit-learn.py +++ b/LogisticRegression/LogisticRegression_scikit-learn.py @@ -1,3 +1,5 @@ +# -*- coding: utf-8 -*- + from sklearn.linear_model import LogisticRegression from sklearn.preprocessing import StandardScaler from sklearn.cross_validation import train_test_split @@ -8,32 +10,32 @@ def logisticRegression(): X = data[:,0:-1] y = data[:,-1] - # ����Ϊѵ�����Ͳ��Լ� + # 划分为训练集和测试集 x_train,x_test,y_train,y_test = train_test_split(X,y,test_size=0.2) - # ��һ�� + # 归一化 scaler = StandardScaler() scaler.fit(x_train) x_train = scaler.fit_transform(x_train) x_test = scaler.fit_transform(x_test) - #�߼��ع� + # 逻辑回归 model = LogisticRegression() model.fit(x_train,y_train) - # Ԥ�� + # 预测 predict = model.predict(x_test) right = sum(predict == y_test) - predict = np.hstack((predict.reshape(-1,1),y_test.reshape(-1,1))) # ��Ԥ��ֵ����ʵֵ����һ�飬�ù۲� + predict = np.hstack((predict.reshape(-1,1),y_test.reshape(-1,1))) # 将预测值和真实值放在一块，好观察 print(predict) - print('���Լ�׼ȷ�ʣ�%f%%'%(right*100.0/predict.shape[0])) #�����ڲ��Լ��ϵ�׼ȷ�� + print('测试集准确率：%f%%'%(right*100.0/predict.shape[0])) # 计算在测试集上的准确度 -# ����txt��csv�ļ� +# 加载txt和csv文件 def loadtxtAndcsv_data(fileName,split,dataType): return np.loadtxt(fileName,delimiter=split,dtype=dataType) -# ����npy�ļ� +# 加载npy文件 def loadnpy_data(fileName): return np.load(fileName) From d8bd5f1f1ad4170336332205519daca9b52d2ac4 Mon Sep 17 00:00:00 2001 From: lawlite19 <849451478@qq.com> Date: Mon, 12 Mar 2018 11:23:20 +0800 Subject: [PATCH 09/15] =?UTF-8?q?:bug:=20fix=E5=BC=82=E5=B8=B8=E6=A3=80?= =?UTF-8?q?=E6=B5=8BF1Score=E8=AE=A1=E7=AE=97?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- AnomalyDetection/AnomalyDetection.py | 16 ++++++++-------- readme.md | 6 +++--- 2 files changed, 11 insertions(+), 11 deletions(-) diff --git a/AnomalyDetection/AnomalyDetection.py b/AnomalyDetection/AnomalyDetection.py index 31bfa48..642b452 100644 --- a/AnomalyDetection/AnomalyDetection.py +++ b/AnomalyDetection/AnomalyDetection.py @@ -15,9 +15,9 @@ def anomalyDetection_example(): plt.show() '''多元高斯分布函数，并可视化拟合的边界''' mu,sigma2 = estimateGaussian(X) # 参数估计（求均值和方差） - #print mu,sigma2 + #print (mu,sigma2) p = multivariateGaussian(X,mu,sigma2) # 多元高斯分布函数 - #print p + #print (p) visualizeFit(X,mu,sigma2) # 显示图像 '''选择异常点（在交叉验证CV上训练得到最好的epsilon）''' @@ -25,8 +25,8 @@ def anomalyDetection_example(): yval = data['yval'] # y=1代表异常 pval = multivariateGaussian(Xval, mu, sigma2) # 计算CV上的概率密度值 epsilon,F1 = selectThreshold(yval,pval) # 选择最优的epsilon临界值 - print u'在CV上得到的最好的epsilon是：%e'%epsilon - print u'对应的F1Score值为：%f'%F1 + print (u'在CV上得到的最好的epsilon是：%e'%epsilon) + print (u'对应的F1Score值为：%f'%F1) outliers = np.where(p Date: Wed, 16 May 2018 09:53:34 +0800 Subject: [PATCH 10/15] =?UTF-8?q?fix=20=E6=A2=AF=E5=BA=A6=E4=B8=8B?= =?UTF-8?q?=E9=99=8D=E5=85=AC=E5=BC=8F?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/readme.md b/readme.md index f0ffee1..a982f17 100644 --- a/readme.md +++ b/readme.md @@ -105,7 +105,7 @@ def computerCost(X,y,theta): - 假设函数`f(x)` - 泰勒展开：`f(x+△x)=f(x)+f'(x)*△x+o(△x)` - 令：`△x=-α*f'(x)` ,即负梯度方向乘以一个很小的步长`α` - - 将`△x`代入泰勒展开式中：`f(x+x)=f(x)-α*[f'(x)]²+o(△x)` + - 将`△x`代入泰勒展开式中：`f(x+△x)=f(x)-α*[f'(x)]²+o(△x)` - 可以看出，`α`是取得很小的正数，`[f'(x)]²`也是正数，所以可以得出：`f(x+△x)<=f(x)` - 所以沿着**负梯度**放下，函数在减小，多维情况一样。 - 实现代码 From eb27bf95cfc2e82e83f255870a8f2e8717416aec Mon Sep 17 00:00:00 2001 From: lawlite <849451478@qq.com> Date: Sat, 29 Sep 2018 00:34:27 +0800 Subject: [PATCH 11/15] :memo: some updates --- .../LogisticRegression_scikit-learn.py | 3 +- SVM/SVM_scikit-learn.py | 84 +++++++++---------- 2 files changed, 43 insertions(+), 44 deletions(-) diff --git a/LogisticRegression/LogisticRegression_scikit-learn.py b/LogisticRegression/LogisticRegression_scikit-learn.py index 200abbb..2630453 100644 --- a/LogisticRegression/LogisticRegression_scikit-learn.py +++ b/LogisticRegression/LogisticRegression_scikit-learn.py @@ -2,7 +2,8 @@ from sklearn.linear_model import LogisticRegression from sklearn.preprocessing import StandardScaler -from sklearn.cross_validation import train_test_split +# from sklearn.cross_validation import train_test_split # 0.18版本之后废弃 +from sklearn.model_selection import train_test_split import numpy as np def logisticRegression(): diff --git a/SVM/SVM_scikit-learn.py b/SVM/SVM_scikit-learn.py index 43ba3df..5b81c7c 100644 --- a/SVM/SVM_scikit-learn.py +++ b/SVM/SVM_scikit-learn.py @@ -1,71 +1,69 @@ +#-*- coding: utf-8 -*- import numpy as np from scipy import io as spio from matplotlib import pyplot as plt from sklearn import svm + def SVM(): - '''data1Է''' + '''data1——线性分类''' data1 = spio.loadmat('data1.mat') X = data1['X'] y = data1['y'] y = np.ravel(y) - plot_data(X,y) - - model = svm.SVC(C=1.0,kernel='linear').fit(X,y) # ָ˺ΪԺ˺ - plot_decisionBoundary(X, y, model) # ߽߱ - '''data2Է''' + plot_data(X, y) + + model = svm.SVC(C=1.0, kernel='linear').fit(X, y) # 指定核函数为线性核函数 + plot_decisionBoundary(X, y, model) # 画决策边界 + '''data2——非线性分类''' data2 = spio.loadmat('data2.mat') X = data2['X'] y = data2['y'] y = np.ravel(y) - plt = plot_data(X,y) + plt = plot_data(X, y) plt.show() - - model = svm.SVC(gamma=100).fit(X,y) # gammaΪ˺ϵֵԽϵԽ - plot_decisionBoundary(X, y, model,class_='notLinear') # ߽߱ - - - -# ͼ -def plot_data(X,y): - plt.figure(figsize=(10,8)) - pos = np.where(y==1) # ҵy=1λ - neg = np.where(y==0) # ҵy=0λ - p1, = plt.plot(np.ravel(X[pos,0]),np.ravel(X[pos,1]),'ro',markersize=8) - p2, = plt.plot(np.ravel(X[neg,0]),np.ravel(X[neg,1]),'g^',markersize=8) + + model = svm.SVC(gamma=100).fit(X, y) # gamma为核函数的系数，值越大拟合的越好 + plot_decisionBoundary(X, y, model, class_='notLinear') # 画决策边界 + + +# 作图 +def plot_data(X, y): + plt.figure(figsize=(10, 8)) + pos = np.where(y == 1) # 找到y=1的位置 + neg = np.where(y == 0) # 找到y=0的位置 + p1, = plt.plot(np.ravel(X[pos, 0]), np.ravel(X[pos, 1]), 'ro', markersize=8) + p2, = plt.plot(np.ravel(X[neg, 0]), np.ravel(X[neg, 1]), 'g^', markersize=8) plt.xlabel("X1") plt.ylabel("X2") - plt.legend([p1,p2],["y==1","y==0"]) + plt.legend([p1, p2], ["y==1", "y==0"]) return plt - -# ߽߱ -def plot_decisionBoundary(X,y,model,class_='linear'): + + +# 画决策边界 +def plot_decisionBoundary(X, y, model, class_='linear'): plt = plot_data(X, y) - - # Ա߽ - if class_=='linear': + + # 线性边界 + if class_ == 'linear': w = model.coef_ b = model.intercept_ - xp = np.linspace(np.min(X[:,0]),np.max(X[:,0]),100) - yp = -(w[0,0]*xp+b)/w[0,1] - plt.plot(xp,yp,'b-',linewidth=2.0) + xp = np.linspace(np.min(X[:, 0]), np.max(X[:, 0]), 100) + yp = -(w[0, 0] * xp + b) / w[0, 1] + plt.plot(xp, yp, 'b-', linewidth=2.0) plt.show() - else: # Ա߽ - x_1 = np.transpose(np.linspace(np.min(X[:,0]),np.max(X[:,0]),100).reshape(1,-1)) - x_2 = np.transpose(np.linspace(np.min(X[:,1]),np.max(X[:,1]),100).reshape(1,-1)) - X1,X2 = np.meshgrid(x_1,x_2) + else: # 非线性边界 + x_1 = np.transpose(np.linspace(np.min(X[:, 0]), np.max(X[:, 0]), 100).reshape(1, -1)) + x_2 = np.transpose(np.linspace(np.min(X[:, 1]), np.max(X[:, 1]), 100).reshape(1, -1)) + X1, X2 = np.meshgrid(x_1, x_2) vals = np.zeros(X1.shape) for i in range(X1.shape[1]): - this_X = np.hstack((X1[:,i].reshape(-1,1),X2[:,i].reshape(-1,1))) - vals[:,i] = model.predict(this_X) - - plt.contour(X1,X2,vals,[0,1],color='blue') + this_X = np.hstack((X1[:, i].reshape(-1, 1), X2[:, i].reshape(-1, 1))) + vals[:, i] = model.predict(this_X) + + plt.contour(X1, X2, vals, [0, 1], color='blue') plt.show() - if __name__ == "__main__": - SVM() - - - \ No newline at end of file + SVM() \ No newline at end of file From 4f71b0cd8ada920a78a07b20b502b4e3e16d245e Mon Sep 17 00:00:00 2001 From: lawlite <849451478@qq.com> Date: Sat, 29 Sep 2018 10:04:46 +0800 Subject: [PATCH 12/15] fix logisticRegression_scikit-learn.py --- .gitignore | 2 ++ LogisticRegression/LogisticRegression_scikit-learn.py | 2 +- readme.md | 1 - 3 files changed, 3 insertions(+), 2 deletions(-) create mode 100644 .gitignore diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..ae945fa --- /dev/null +++ b/.gitignore @@ -0,0 +1,2 @@ +.idea/ +venv/ diff --git a/LogisticRegression/LogisticRegression_scikit-learn.py b/LogisticRegression/LogisticRegression_scikit-learn.py index 2630453..37905cf 100644 --- a/LogisticRegression/LogisticRegression_scikit-learn.py +++ b/LogisticRegression/LogisticRegression_scikit-learn.py @@ -16,7 +16,7 @@ def logisticRegression(): # 归一化 scaler = StandardScaler() - scaler.fit(x_train) + # scaler.fit(x_train) x_train = scaler.fit_transform(x_train) x_test = scaler.fit_transform(x_test) diff --git a/readme.md b/readme.md index a982f17..5a29ac6 100644 --- a/readme.md +++ b/readme.md @@ -313,7 +313,6 @@ import numpy as np ``` # 归一化 scaler = StandardScaler() - scaler.fit(x_train) x_train = scaler.fit_transform(x_train) x_test = scaler.fit_transform(x_test) ``` From 5aeddce19286640becfcded59faf589453eba89e Mon Sep 17 00:00:00 2001 From: lawlite <849451478@qq.com> Date: Wed, 7 Nov 2018 15:56:47 +0800 Subject: [PATCH 13/15] :memo: fix catalog of readme --- readme.md | 127 +++++++++++++++++++++++++++--------------------------- 1 file changed, 63 insertions(+), 64 deletions(-) diff --git a/readme.md b/readme.md index 5a29ac6..421901b 100644 --- a/readme.md +++ b/readme.md @@ -3,73 +3,72 @@ [![MIT license](https://img.shields.io/dub/l/vibe-d.svg)](https://github.com/lawlite19/MachineLearning_Python/blob/master/LICENSE) - ## 目录 * [机器学习算法Python实现](#机器学习算法python实现) - * [一、线性回归](#一-线性回归) - * [1、代价函数](#1-代价函数) - * [2、梯度下降算法](#2-梯度下降算法) - * [3、均值归一化](#3-均值归一化) - * [4、最终运行结果](#4-最终运行结果) - * [5、使用scikit-learn库中的线性模型实现](#5-使用scikit-learn库中的线性模型实现) - * [二、逻辑回归](#二-逻辑回归) - * [1、代价函数](#1-代价函数) - * [2、梯度](#2-梯度) - * [3、正则化](#3-正则化) - * [4、S型函数（即）](#4-s型函数即) - * [5、映射为多项式](#5-映射为多项式) - * [6、使用的优化方法](#6-使用的优化方法) - * [7、运行结果](#7-运行结果) - * [8、使用scikit-learn库中的逻辑回归模型实现](#8-使用scikit-learn库中的逻辑回归模型实现) + * [一、线性回归](#一线性回归) + * [1、代价函数](#1代价函数) + * [2、梯度下降算法](#2梯度下降算法) + * [3、均值归一化](#3均值归一化) + * [4、最终运行结果](#4最终运行结果) + * [5、使用scikit-learn库中的线性模型实现](#5使用scikit-learn库中的线性模型实现) + * [二、逻辑回归](#二逻辑回归) + * [1、代价函数](#1代价函数) + * [2、梯度](#2梯度) + * [3、正则化](#3正则化) + * [4、S型函数（即）](#4s型函数即) + * [5、映射为多项式](#5映射为多项式) + * [6、使用的优化方法](#6使用的优化方法) + * [7、运行结果](#7运行结果) + * [8、使用scikit-learn库中的逻辑回归模型实现](#8使用scikit-learn库中的逻辑回归模型实现) * [逻辑回归_手写数字识别_OneVsAll](#逻辑回归_手写数字识别_onevsall) - * [1、随机显示100个数字](#1-随机显示100个数字) - * [2、OneVsAll](#2-onevsall) - * [3、手写数字识别](#3-手写数字识别) - * [4、预测](#4-预测) - * [5、运行结果](#5-运行结果) - * [6、使用scikit-learn库中的逻辑回归模型实现](#6-使用scikit-learn库中的逻辑回归模型实现) - * [三、BP神经网络](#三-bp神经网络) - * [1、神经网络model](#1-神经网络model) - * [2、代价函数](#2-代价函数) - * [3、正则化](#3-正则化) - * [4、反向传播BP](#4-反向传播bp) - * [5、BP可以求梯度的原因](#5-bp可以求梯度的原因) - * [6、梯度检查](#6-梯度检查) - * [7、权重的随机初始化](#7-权重的随机初始化) - * [8、预测](#8-预测) - * [9、输出结果](#9-输出结果) - * [四、SVM支持向量机](#四-svm支持向量机) - * [1、代价函数](#1-代价函数) - * [2、Large Margin](#2-large-margin) - * [3、SVM Kernel（核函数）](#3-svm-kernel核函数) - * [4、使用中的模型代码](#4-使用中的模型代码) - * [5、运行结果](#5-运行结果) - * [五、K-Means聚类算法](#五-k-means聚类算法) - * [1、聚类过程](#1-聚类过程) - * [2、目标函数](#2-目标函数) - * [3、聚类中心的选择](#3-聚类中心的选择) - * [4、聚类个数K的选择](#4-聚类个数k的选择) - * [5、应用——图片压缩](#5-应用图片压缩) - * [6、使用scikit-learn库中的线性模型实现聚类](#6-使用scikit-learn库中的线性模型实现聚类) - * [7、运行结果](#7-运行结果) - * [六、PCA主成分分析（降维）](#六-pca主成分分析降维) - * [1、用处](#1-用处) - * [2、2D-->1D，nD-->kD](#2-2d-1dnd-kd) - * [3、主成分分析PCA与线性回归的区别](#3-主成分分析pca与线性回归的区别) - * [4、PCA降维过程](#4-pca降维过程) - * [5、数据恢复](#5-数据恢复) - * [6、主成分个数的选择（即要降的维度）](#6-主成分个数的选择即要降的维度) - * [7、使用建议](#7-使用建议) - * [8、运行结果](#8-运行结果) - * [9、使用scikit-learn库中的PCA实现降维](#9-使用scikit-learn库中的pca实现降维) - * [七、异常检测 Anomaly Detection](#七-异常检测-anomaly-detection) - * [1、高斯分布（正态分布）](#1-高斯分布正态分布) - * [2、异常检测算法](#2-异常检测算法) - * [3、评价的好坏，以及的选取](#3-评价的好坏以及的选取) - * [4、选择使用什么样的feature（单元高斯分布）](#4-选择使用什么样的feature单元高斯分布) - * [5、多元高斯分布](#5-多元高斯分布) - * [6、单元和多元高斯分布特点](#6-单元和多元高斯分布特点) - * [7、程序运行结果](#7-程序运行结果) + * [1、随机显示100个数字](#1随机显示100个数字) + * [2、OneVsAll](#2onevsall) + * [3、手写数字识别](#3手写数字识别) + * [4、预测](#4预测) + * [5、运行结果](#5运行结果) + * [6、使用scikit-learn库中的逻辑回归模型实现](#6使用scikit-learn库中的逻辑回归模型实现) + * [三、BP神经网络](#三bp神经网络) + * [1、神经网络model](#1神经网络model) + * [2、代价函数](#2代价函数) + * [3、正则化](#3正则化) + * [4、反向传播BP](#4反向传播bp) + * [5、BP可以求梯度的原因](#5bp可以求梯度的原因) + * [6、梯度检查](#6梯度检查) + * [7、权重的随机初始化](#7权重的随机初始化) + * [8、预测](#8预测) + * [9、输出结果](#9输出结果) + * [四、SVM支持向量机](#四svm支持向量机) + * [1、代价函数](#1代价函数) + * [2、Large Margin](#2large-margin) + * [3、SVM Kernel（核函数）](#3svm-kernel核函数) + * [4、使用中的模型代码](#4使用中的模型代码) + * [5、运行结果](#5运行结果) + * [五、K-Means聚类算法](#五k-means聚类算法) + * [1、聚类过程](#1聚类过程) + * [2、目标函数](#2目标函数) + * [3、聚类中心的选择](#3聚类中心的选择) + * [4、聚类个数K的选择](#4聚类个数k的选择) + * [5、应用——图片压缩](#5应用图片压缩) + * [6、使用scikit-learn库中的线性模型实现聚类](#6使用scikit-learn库中的线性模型实现聚类) + * [7、运行结果](#7运行结果) + * [六、PCA主成分分析（降维）](#六pca主成分分析降维) + * [1、用处](#1用处) + * [2、2D-->1D，nD-->kD](#22d-1dnd-kd) + * [3、主成分分析PCA与线性回归的区别](#3主成分分析pca与线性回归的区别) + * [4、PCA降维过程](#4pca降维过程) + * [5、数据恢复](#5数据恢复) + * [6、主成分个数的选择（即要降的维度）](#6主成分个数的选择即要降的维度) + * [7、使用建议](#7使用建议) + * [8、运行结果](#8运行结果) + * [9、使用scikit-learn库中的PCA实现降维](#9使用scikit-learn库中的pca实现降维) + * [七、异常检测 Anomaly Detection](#七异常检测-anomaly-detection) + * [1、高斯分布（正态分布）](#1高斯分布正态分布) + * [2、异常检测算法](#2异常检测算法) + * [3、评价的好坏，以及的选取](#3评价的好坏以及的选取) + * [4、选择使用什么样的feature（单元高斯分布）](#4选择使用什么样的feature单元高斯分布) + * [5、多元高斯分布](#5多元高斯分布) + * [6、单元和多元高斯分布特点](#6单元和多元高斯分布特点) + * [7、程序运行结果](#7程序运行结果) ## 一、[线性回归](/LinearRegression) - [全部代码](/LinearRegression/LinearRegression.py) From fc954f68d8b2d89ed4463308873ebce0d22ddaa2 Mon Sep 17 00:00:00 2001 From: lawlite <849451478@qq.com> Date: Wed, 7 Nov 2018 16:01:44 +0800 Subject: [PATCH 14/15] :memo: fix catalog of readme --- readme.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/readme.md b/readme.md index 421901b..9624fc3 100644 --- a/readme.md +++ b/readme.md @@ -17,7 +17,7 @@ * [3、正则化](#3正则化) * [4、S型函数（即）](#4s型函数即) * [5、映射为多项式](#5映射为多项式) - * [6、使用的优化方法](#6使用的优化方法) + * [6、使用的优化方法](#6使用scipy的优化方法) * [7、运行结果](#7运行结果) * [8、使用scikit-learn库中的逻辑回归模型实现](#8使用scikit-learn库中的逻辑回归模型实现) * [逻辑回归_手写数字识别_OneVsAll](#逻辑回归_手写数字识别_onevsall) @@ -41,7 +41,7 @@ * [1、代价函数](#1代价函数) * [2、Large Margin](#2large-margin) * [3、SVM Kernel（核函数）](#3svm-kernel核函数) - * [4、使用中的模型代码](#4使用中的模型代码) + * [4、使用中的模型代码](#4使用scikit-learn中的svm模型代码) * [5、运行结果](#5运行结果) * [五、K-Means聚类算法](#五k-means聚类算法) * [1、聚类过程](#1聚类过程) @@ -53,7 +53,7 @@ * [7、运行结果](#7运行结果) * [六、PCA主成分分析（降维）](#六pca主成分分析降维) * [1、用处](#1用处) - * [2、2D-->1D，nD-->kD](#22d-1dnd-kd) + * [2、2D-->1D，nD-->kD](#22d--1dnd--kd) * [3、主成分分析PCA与线性回归的区别](#3主成分分析pca与线性回归的区别) * [4、PCA降维过程](#4pca降维过程) * [5、数据恢复](#5数据恢复) @@ -62,9 +62,9 @@ * [8、运行结果](#8运行结果) * [9、使用scikit-learn库中的PCA实现降维](#9使用scikit-learn库中的pca实现降维) * [七、异常检测 Anomaly Detection](#七异常检测-anomaly-detection) - * [1、高斯分布（正态分布）](#1高斯分布正态分布) + * [1、高斯分布（正态分布）](#1高斯分布正态分布gaussian-distribution) * [2、异常检测算法](#2异常检测算法) - * [3、评价的好坏，以及的选取](#3评价的好坏以及的选取) + * [3、评价的好坏，以及的选取](#3评价px的好坏以及ε的选取) * [4、选择使用什么样的feature（单元高斯分布）](#4选择使用什么样的feature单元高斯分布) * [5、多元高斯分布](#5多元高斯分布) * [6、单元和多元高斯分布特点](#6单元和多元高斯分布特点) From f8d02fd9fb2bb8268076cc7d30ae86c49988caf7 Mon Sep 17 00:00:00 2001 From: lawlite <849451478@qq.com> Date: Wed, 16 Dec 2020 15:49:22 +0800 Subject: [PATCH 15/15] Create FUNDING.yml --- .github/FUNDING.yml | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 .github/FUNDING.yml diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml new file mode 100644 index 0000000..4b16f59 --- /dev/null +++ b/.github/FUNDING.yml @@ -0,0 +1,12 @@ +# These are supported funding model platforms + +github: # Replace with up to 4 GitHub Sponsors-enabled usernames e.g., [user1, user2] +patreon: # Replace with a single Patreon username +open_collective: # Replace with a single Open Collective username +ko_fi: # Replace with a single Ko-fi username +tidelift: # Replace with a single Tidelift platform-name/package-name e.g., npm/babel +community_bridge: # Replace with a single Community Bridge project-name e.g., cloud-foundry +liberapay: # Replace with a single Liberapay username +issuehunt: # Replace with a single IssueHunt username +otechie: # Replace with a single Otechie username +custom: # Replace with up to 4 custom sponsorship URLs e.g., ['link1', 'link2']