15615 lines
469 KiB
Plaintext
15615 lines
469 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "c088f827",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"search-blank-201-0 search-blank-201-2\tsearch-darts-201-0 search-darts-201-2\r\n",
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"search-blank-201-1 search-blank-201-3\tsearch-darts-201-1 search-darts-201-3\r\n"
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]
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}
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],
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"source": [
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"!ls ../experiments/0521_dartspt_201_desktop_rerun3"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 101,
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"id": "86140408",
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"from string import ascii_letters\n",
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"import numpy as np\n",
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"import pandas as pd\n",
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"import seaborn as sns\n",
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"import matplotlib.pyplot as plt\n",
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"from pandas import DataFrame\n",
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"import pathlib"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 67,
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"id": "f6766521",
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"metadata": {},
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"outputs": [],
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"source": [
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"def parse_valid_acc(l):\n",
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" return float(l.split()[3])\n",
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"\n",
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"def parse_alpha_line(l):\n",
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" ls = l.split()\n",
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" if len(ls) == 7:\n",
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" if 'grad_fn' in l:\n",
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" ls = ls[0:5]\n",
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" else:\n",
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" ls = ls[2:7]\n",
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" if len(ls) == 6:\n",
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" ls = ls[0:5]\n",
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"\n",
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" ls_cleaned = []\n",
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" for s in ls:\n",
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" ls_cleaned.append(float(s.strip('[],tensor([[')))\n",
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" \n",
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" alphas_found = False\n",
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" for s in ls_cleaned:\n",
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" if s == 1.0:\n",
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" return True\n",
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" \n",
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" return False"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 93,
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"id": "ca748d38",
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"metadata": {
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"scrolled": true
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"log_resume-100_dev-proj_seed-3_intv-5.txt\n",
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"base_valid_acc = 86.584\n",
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"{'temp': [85.839996, 77.832001, 84.563995, 82.759995, 85.839996]}\n",
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"[]\n",
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"perturbed_edge = 2\n",
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"\n",
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"{2: [85.839996, 77.832001, 84.563995, 82.759995, 85.839996], 'temp': [83.739998, 12.66, 68.903999, 44.671997, 83.439995]}\n",
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"[2]\n",
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"perturbed_edge = 0\n",
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"\n",
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"{2: [85.839996, 77.832001, 84.563995, 82.759995, 85.839996], 0: [83.739998, 12.66, 68.903999, 44.671997, 83.439995], 'temp': [80.243996, 12.983999, 75.360001, 44.924, 80.239998]}\n",
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"[2, 0]\n",
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"perturbed_edge = 3\n",
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"\n",
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"{2: [85.839996, 77.832001, 84.563995, 82.759995, 85.839996], 0: [83.739998, 12.66, 68.903999, 44.671997, 83.439995], 3: [80.243996, 12.983999, 75.360001, 44.924, 80.239998], 'temp': [81.327995, 75.759995, 75.175995, 58.944, 81.659996]}\n",
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"[2, 0, 3]\n",
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"perturbed_edge = 1\n",
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"\n",
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"{2: [85.839996, 77.832001, 84.563995, 82.759995, 85.839996], 0: [83.739998, 12.66, 68.903999, 44.671997, 83.439995], 3: [80.243996, 12.983999, 75.360001, 44.924, 80.239998], 1: [81.327995, 75.759995, 75.175995, 58.944, 81.659996], 'temp': [82.967995, 39.495998, 74.599998, 71.743996, 82.695999]}\n",
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"[2, 0, 3, 1]\n",
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"perturbed_edge = 4\n",
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"\n",
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"{2: [85.839996, 77.832001, 84.563995, 82.759995, 85.839996], 0: [83.739998, 12.66, 68.903999, 44.671997, 83.439995], 3: [80.243996, 12.983999, 75.360001, 44.924, 80.239998], 1: [81.327995, 75.759995, 75.175995, 58.944, 81.659996], 4: [82.967995, 39.495998, 74.599998, 71.743996, 82.695999], 'temp': [78.407997, 19.524, 58.963997, 40.688, 78.112]}\n",
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"[2, 0, 3, 1, 4]\n",
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"perturbed_edge = 5\n",
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"\n",
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"log_resume-100_dev-proj_seed-2_intv-5.txt\n",
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"base_valid_acc = 87.103996\n",
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"{'temp': [86.671997, 75.563995, 77.068001, 76.832001, 79.243996]}\n",
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"[]\n",
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"perturbed_edge = 0\n",
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"\n",
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"{0: [86.671997, 75.563995, 77.068001, 76.832001, 79.243996], 'temp': [83.671997, 81.68, 79.835999, 78.416, 82.147995]}\n",
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"[0]\n",
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"perturbed_edge = 1\n",
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"\n",
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"{0: [86.671997, 75.563995, 77.068001, 76.832001, 79.243996], 1: [83.671997, 81.68, 79.835999, 78.416, 82.147995], 'temp': [84.407997, 71.031998, 79.456001, 77.131996, 72.727997]}\n",
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"[0, 1]\n",
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"perturbed_edge = 4\n",
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"\n",
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"{0: [86.671997, 75.563995, 77.068001, 76.832001, 79.243996], 1: [83.671997, 81.68, 79.835999, 78.416, 82.147995], 4: [84.407997, 71.031998, 79.456001, 77.131996, 72.727997], 'temp': [81.748001, 72.891998, 67.888, 61.279999, 75.487999]}\n",
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"[0, 1, 4]\n",
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"perturbed_edge = 5\n",
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"\n",
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"{0: [86.671997, 75.563995, 77.068001, 76.832001, 79.243996], 1: [83.671997, 81.68, 79.835999, 78.416, 82.147995], 4: [84.407997, 71.031998, 79.456001, 77.131996, 72.727997], 5: [81.748001, 72.891998, 67.888, 61.279999, 75.487999], 'temp': [83.223999, 73.695999, 79.972, 80.183998, 74.755997]}\n",
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"[0, 1, 4, 5]\n",
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"perturbed_edge = 3\n",
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"\n",
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"{0: [86.671997, 75.563995, 77.068001, 76.832001, 79.243996], 1: [83.671997, 81.68, 79.835999, 78.416, 82.147995], 4: [84.407997, 71.031998, 79.456001, 77.131996, 72.727997], 5: [81.748001, 72.891998, 67.888, 61.279999, 75.487999], 3: [83.223999, 73.695999, 79.972, 80.183998, 74.755997], 'temp': [77.587997, 74.911995, 76.175995, 75.888, 75.507996]}\n",
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"[0, 1, 4, 5, 3]\n",
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"perturbed_edge = 2\n",
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"\n",
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"log_resume-100_dev-proj_seed-0_intv-5.txt\n",
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"base_valid_acc = 87.211998\n",
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"{'temp': [86.463997, 84.699997, 81.239998, 80.543999, 84.720001]}\n",
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"[]\n",
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"perturbed_edge = 4\n",
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"\n",
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"{4: [86.463997, 84.699997, 81.239998, 80.543999, 84.720001], 'temp': [84.972, 71.175995, 70.035995, 70.019997, 76.311996]}\n",
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"[4]\n",
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"perturbed_edge = 0\n",
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"\n",
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"{4: [86.463997, 84.699997, 81.239998, 80.543999, 84.720001], 0: [84.972, 71.175995, 70.035995, 70.019997, 76.311996], 'temp': [83.776001, 80.643997, 81.259995, 79.363998, 81.243996]}\n",
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"[4, 0]\n",
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"perturbed_edge = 5\n",
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"\n",
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"{4: [86.463997, 84.699997, 81.239998, 80.543999, 84.720001], 0: [84.972, 71.175995, 70.035995, 70.019997, 76.311996], 5: [83.776001, 80.643997, 81.259995, 79.363998, 81.243996], 'temp': [83.183998, 82.131996, 82.159996, 81.671997, 82.624001]}\n",
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"[4, 0, 5]\n",
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"perturbed_edge = 2\n",
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"\n",
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"{4: [86.463997, 84.699997, 81.239998, 80.543999, 84.720001], 0: [84.972, 71.175995, 70.035995, 70.019997, 76.311996], 5: [83.776001, 80.643997, 81.259995, 79.363998, 81.243996], 2: [83.183998, 82.131996, 82.159996, 81.671997, 82.624001], 'temp': [84.139999, 72.479996, 81.587997, 80.923996, 73.731995]}\n",
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"[4, 0, 5, 2]\n",
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"perturbed_edge = 3\n",
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"\n",
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"{4: [86.463997, 84.699997, 81.239998, 80.543999, 84.720001], 0: [84.972, 71.175995, 70.035995, 70.019997, 76.311996], 5: [83.776001, 80.643997, 81.259995, 79.363998, 81.243996], 2: [83.183998, 82.131996, 82.159996, 81.671997, 82.624001], 3: [84.139999, 72.479996, 81.587997, 80.923996, 73.731995], 'temp': [85.139999, 82.355995, 84.139999, 84.551994, 82.979996]}\n",
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"[4, 0, 5, 2, 3]\n",
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"perturbed_edge = 1\n",
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"\n",
|
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"log_resume-100_dev-proj_seed-3_intv-5.txt\n",
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"base_valid_acc = 86.615997\n",
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"{'temp': [86.099998, 85.540001, 83.923996, 82.259995, 85.428001]}\n",
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"[]\n",
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"perturbed_edge = 2\n",
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"\n",
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"{2: [86.099998, 85.540001, 83.923996, 82.259995, 85.428001], 'temp': [84.995995, 75.139999, 71.647995, 63.891998, 77.727997]}\n",
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"[2]\n",
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"perturbed_edge = 0\n",
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"\n",
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"{2: [86.099998, 85.540001, 83.923996, 82.259995, 85.428001], 0: [84.995995, 75.139999, 71.647995, 63.891998, 77.727997], 'temp': [82.779999, 71.388, 76.164001, 75.779999, 73.459999]}\n",
|
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"[2, 0]\n",
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"perturbed_edge = 3\n",
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"\n",
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"{2: [86.099998, 85.540001, 83.923996, 82.259995, 85.428001], 0: [84.995995, 75.139999, 71.647995, 63.891998, 77.727997], 3: [82.779999, 71.388, 76.164001, 75.779999, 73.459999], 'temp': [83.355995, 81.939995, 82.531998, 82.388, 82.071999]}\n",
|
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"[2, 0, 3]\n",
|
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"perturbed_edge = 1\n",
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"\n",
|
|
"{2: [86.099998, 85.540001, 83.923996, 82.259995, 85.428001], 0: [84.995995, 75.139999, 71.647995, 63.891998, 77.727997], 3: [82.779999, 71.388, 76.164001, 75.779999, 73.459999], 1: [83.355995, 81.939995, 82.531998, 82.388, 82.071999], 'temp': [83.379997, 78.112, 77.467995, 76.195999, 78.991997]}\n",
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"[2, 0, 3, 1]\n",
|
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"perturbed_edge = 4\n",
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"\n",
|
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"{2: [86.099998, 85.540001, 83.923996, 82.259995, 85.428001], 0: [84.995995, 75.139999, 71.647995, 63.891998, 77.727997], 3: [82.779999, 71.388, 76.164001, 75.779999, 73.459999], 1: [83.355995, 81.939995, 82.531998, 82.388, 82.071999], 4: [83.379997, 78.112, 77.467995, 76.195999, 78.991997], 'temp': [83.631996, 74.916, 81.503998, 79.739998, 76.175995]}\n",
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"[2, 0, 3, 1, 4]\n",
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"perturbed_edge = 5\n",
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"\n",
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"log_resume-100_dev-proj_seed-2_intv-5.txt\n",
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"base_valid_acc = 85.931999\n",
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"{'temp': [85.515999, 11.932, 82.935997, 59.868, 85.715996]}\n",
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"[]\n",
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"perturbed_edge = 0\n",
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"\n",
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"{0: [85.515999, 11.932, 82.935997, 59.868, 85.715996], 'temp': [81.491997, 42.051998, 76.103996, 71.495995, 81.804001]}\n",
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"[0]\n",
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"perturbed_edge = 1\n",
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"\n",
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"{0: [85.515999, 11.932, 82.935997, 59.868, 85.715996], 1: [81.491997, 42.051998, 76.103996, 71.495995, 81.804001], 'temp': [80.947998, 13.028, 74.139999, 58.091999, 80.947998]}\n",
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"[0, 1]\n",
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"perturbed_edge = 4\n",
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"\n",
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"{0: [85.515999, 11.932, 82.935997, 59.868, 85.715996], 1: [81.491997, 42.051998, 76.103996, 71.495995, 81.804001], 4: [80.947998, 13.028, 74.139999, 58.091999, 80.947998], 'temp': [81.515999, 68.344002, 66.972, 48.236, 81.755997]}\n",
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"[0, 1, 4]\n",
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"perturbed_edge = 5\n",
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"\n",
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"{0: [85.515999, 11.932, 82.935997, 59.868, 85.715996], 1: [81.491997, 42.051998, 76.103996, 71.495995, 81.804001], 4: [80.947998, 13.028, 74.139999, 58.091999, 80.947998], 5: [81.515999, 68.344002, 66.972, 48.236, 81.755997], 'temp': [77.519997, 9.068, 76.015999, 74.127998, 77.264]}\n",
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"[0, 1, 4, 5]\n",
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"perturbed_edge = 3\n",
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"\n",
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"{0: [85.515999, 11.932, 82.935997, 59.868, 85.715996], 1: [81.491997, 42.051998, 76.103996, 71.495995, 81.804001], 4: [80.947998, 13.028, 74.139999, 58.091999, 80.947998], 5: [81.515999, 68.344002, 66.972, 48.236, 81.755997], 3: [77.519997, 9.068, 76.015999, 74.127998, 77.264], 'temp': [77.075996, 76.736, 73.495995, 63.084, 76.759995]}\n",
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"[0, 1, 4, 5, 3]\n",
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"perturbed_edge = 2\n",
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"\n",
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"log_resume-100_dev-proj_seed-0_intv-5.txt\n",
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"base_valid_acc = 86.351997\n",
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"{'temp': [85.596001, 45.599998, 82.091995, 70.227997, 85.407997]}\n",
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"[]\n",
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"perturbed_edge = 4\n",
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"\n",
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"{4: [85.596001, 45.599998, 82.091995, 70.227997, 85.407997], 'temp': [82.551994, 9.108, 79.736, 53.452, 82.459999]}\n",
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"[4]\n",
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"perturbed_edge = 0\n",
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"\n",
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"{4: [85.596001, 45.599998, 82.091995, 70.227997, 85.407997], 0: [82.551994, 9.108, 79.736, 53.452, 82.459999], 'temp': [79.795998, 67.783997, 63.535999, 43.503998, 80.208]}\n",
|
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"[4, 0]\n",
|
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"perturbed_edge = 5\n",
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"\n",
|
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"{4: [85.596001, 45.599998, 82.091995, 70.227997, 85.407997], 0: [82.551994, 9.108, 79.736, 53.452, 82.459999], 5: [79.795998, 67.783997, 63.535999, 43.503998, 80.208], 'temp': [77.315994, 76.056, 76.807999, 73.783997, 77.379997]}\n",
|
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"[4, 0, 5]\n",
|
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"perturbed_edge = 2\n",
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"\n",
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"{4: [85.596001, 45.599998, 82.091995, 70.227997, 85.407997], 0: [82.551994, 9.108, 79.736, 53.452, 82.459999], 5: [79.795998, 67.783997, 63.535999, 43.503998, 80.208], 2: [77.315994, 76.056, 76.807999, 73.783997, 77.379997], 'temp': [81.395996, 12.983999, 80.304001, 79.068001, 81.355995]}\n",
|
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"[4, 0, 5, 2]\n",
|
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"perturbed_edge = 3\n",
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"\n",
|
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"{4: [85.596001, 45.599998, 82.091995, 70.227997, 85.407997], 0: [82.551994, 9.108, 79.736, 53.452, 82.459999], 5: [79.795998, 67.783997, 63.535999, 43.503998, 80.208], 2: [77.315994, 76.056, 76.807999, 73.783997, 77.379997], 3: [81.395996, 12.983999, 80.304001, 79.068001, 81.355995], 'temp': [79.304001, 41.635998, 79.0, 79.119995, 79.199997]}\n",
|
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"[4, 0, 5, 2, 3]\n",
|
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"perturbed_edge = 1\n",
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"\n",
|
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"log_resume-100_dev-proj_seed-1_intv-5.txt\n",
|
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"base_valid_acc = 85.984001\n",
|
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"{'temp': [85.559998, 32.548, 81.007996, 73.119995, 85.451996]}\n",
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"[]\n",
|
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"perturbed_edge = 5\n",
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"\n",
|
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"{5: [85.559998, 32.548, 81.007996, 73.119995, 85.451996], 'temp': [81.571999, 11.46, 74.787994, 44.559998, 81.767998]}\n",
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"[5]\n",
|
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"perturbed_edge = 3\n",
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"\n",
|
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"{5: [85.559998, 32.548, 81.007996, 73.119995, 85.451996], 3: [81.571999, 11.46, 74.787994, 44.559998, 81.767998], 'temp': [82.195999, 15.86, 70.972, 26.875999, 82.875999]}\n",
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"[5, 3]\n",
|
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"perturbed_edge = 0\n",
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"\n",
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"{5: [85.559998, 32.548, 81.007996, 73.119995, 85.451996], 3: [81.571999, 11.46, 74.787994, 44.559998, 81.767998], 0: [82.195999, 15.86, 70.972, 26.875999, 82.875999], 'temp': [67.848, 20.307999, 64.183998, 52.195999, 67.736]}\n",
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"[5, 3, 0]\n",
|
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"perturbed_edge = 1\n",
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"\n",
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"{5: [85.559998, 32.548, 81.007996, 73.119995, 85.451996], 3: [81.571999, 11.46, 74.787994, 44.559998, 81.767998], 0: [82.195999, 15.86, 70.972, 26.875999, 82.875999], 1: [67.848, 20.307999, 64.183998, 52.195999, 67.736], 'temp': [67.171997, 67.563995, 30.796, 25.823999, 67.848]}\n",
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"[5, 3, 0, 1]\n",
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"perturbed_edge = 4\n",
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"\n",
|
|
"{5: [85.559998, 32.548, 81.007996, 73.119995, 85.451996], 3: [81.571999, 11.46, 74.787994, 44.559998, 81.767998], 0: [82.195999, 15.86, 70.972, 26.875999, 82.875999], 1: [67.848, 20.307999, 64.183998, 52.195999, 67.736], 4: [67.171997, 67.563995, 30.796, 25.823999, 67.848], 'temp': [73.552002, 73.652, 72.664001, 71.823997, 73.787994]}\n",
|
|
"[5, 3, 0, 1, 4]\n",
|
|
"perturbed_edge = 2\n",
|
|
"\n",
|
|
"log_resume-100_dev-proj_seed-0_intv-5.txt\n",
|
|
"base_valid_acc = 85.916\n",
|
|
"{'temp': [85.475998, 51.264, 78.939995, 64.519997, 85.299995]}\n",
|
|
"[]\n",
|
|
"perturbed_edge = 4\n",
|
|
"\n",
|
|
"{4: [85.475998, 51.264, 78.939995, 64.519997, 85.299995], 'temp': [82.723999, 12.688, 75.239998, 57.708, 82.967995]}\n",
|
|
"[4]\n",
|
|
"perturbed_edge = 0\n",
|
|
"\n",
|
|
"{4: [85.475998, 51.264, 78.939995, 64.519997, 85.299995], 0: [82.723999, 12.688, 75.239998, 57.708, 82.967995], 'temp': [80.167999, 65.699997, 69.231995, 52.619999, 80.327995]}\n",
|
|
"[4, 0]\n",
|
|
"perturbed_edge = 5\n",
|
|
"\n",
|
|
"{4: [85.475998, 51.264, 78.939995, 64.519997, 85.299995], 0: [82.723999, 12.688, 75.239998, 57.708, 82.967995], 5: [80.167999, 65.699997, 69.231995, 52.619999, 80.327995], 'temp': [79.451996, 77.391998, 77.323997, 73.523994, 79.832001]}\n",
|
|
"[4, 0, 5]\n",
|
|
"perturbed_edge = 2\n",
|
|
"\n",
|
|
"{4: [85.475998, 51.264, 78.939995, 64.519997, 85.299995], 0: [82.723999, 12.688, 75.239998, 57.708, 82.967995], 5: [80.167999, 65.699997, 69.231995, 52.619999, 80.327995], 2: [79.451996, 77.391998, 77.323997, 73.523994, 79.832001], 'temp': [82.348, 12.087999, 81.739998, 80.271996, 81.923996]}\n",
|
|
"[4, 0, 5, 2]\n",
|
|
"perturbed_edge = 3\n",
|
|
"\n",
|
|
"{4: [85.475998, 51.264, 78.939995, 64.519997, 85.299995], 0: [82.723999, 12.688, 75.239998, 57.708, 82.967995], 5: [80.167999, 65.699997, 69.231995, 52.619999, 80.327995], 2: [79.451996, 77.391998, 77.323997, 73.523994, 79.832001], 3: [82.348, 12.087999, 81.739998, 80.271996, 81.923996], 'temp': [81.292, 43.191998, 80.907997, 80.827995, 81.271996]}\n",
|
|
"[4, 0, 5, 2, 3]\n",
|
|
"perturbed_edge = 1\n",
|
|
"\n",
|
|
"log_resume-100_dev-proj_seed-0_intv-5.txt\n",
|
|
"base_valid_acc = 86.591995\n",
|
|
"{'temp': [85.972, 83.343994, 79.804001, 78.835999, 83.523994]}\n",
|
|
"[]\n",
|
|
"perturbed_edge = 4\n",
|
|
"\n",
|
|
"{4: [85.972, 83.343994, 79.804001, 78.835999, 83.523994], 'temp': [84.32, 69.32, 69.799995, 61.424, 72.703995]}\n",
|
|
"[4]\n",
|
|
"perturbed_edge = 0\n",
|
|
"\n",
|
|
"{4: [85.972, 83.343994, 79.804001, 78.835999, 83.523994], 0: [84.32, 69.32, 69.799995, 61.424, 72.703995], 'temp': [82.715996, 78.523994, 79.799995, 79.264, 78.771996]}\n",
|
|
"[4, 0]\n",
|
|
"perturbed_edge = 5\n",
|
|
"\n",
|
|
"{4: [85.972, 83.343994, 79.804001, 78.835999, 83.523994], 0: [84.32, 69.32, 69.799995, 61.424, 72.703995], 5: [82.715996, 78.523994, 79.799995, 79.264, 78.771996], 'temp': [83.311996, 81.792, 82.395996, 81.568001, 82.428001]}\n",
|
|
"[4, 0, 5]\n",
|
|
"perturbed_edge = 2\n",
|
|
"\n",
|
|
"{4: [85.972, 83.343994, 79.804001, 78.835999, 83.523994], 0: [84.32, 69.32, 69.799995, 61.424, 72.703995], 5: [82.715996, 78.523994, 79.799995, 79.264, 78.771996], 2: [83.311996, 81.792, 82.395996, 81.568001, 82.428001], 'temp': [83.199997, 71.355995, 80.839996, 79.972, 72.495995]}\n",
|
|
"[4, 0, 5, 2]\n",
|
|
"perturbed_edge = 3\n",
|
|
"\n",
|
|
"{4: [85.972, 83.343994, 79.804001, 78.835999, 83.523994], 0: [84.32, 69.32, 69.799995, 61.424, 72.703995], 5: [82.715996, 78.523994, 79.799995, 79.264, 78.771996], 2: [83.311996, 81.792, 82.395996, 81.568001, 82.428001], 3: [83.199997, 71.355995, 80.839996, 79.972, 72.495995], 'temp': [82.084, 76.355995, 80.779999, 80.403999, 76.124001]}\n",
|
|
"[4, 0, 5, 2, 3]\n",
|
|
"perturbed_edge = 1\n",
|
|
"\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"d = '../experiments/0521_dartspt_201_desktop_rerun3'\n",
|
|
"\n",
|
|
"all_results = {}\n",
|
|
"for f in os.listdir(d):\n",
|
|
" for ff in os.listdir(os.path.join(d,f)):\n",
|
|
" if 'resume' in ff:\n",
|
|
" print(ff)\n",
|
|
" start_parse = False\n",
|
|
" parse_alphas = False\n",
|
|
" base_valid_acc = -1\n",
|
|
" scores = {}\n",
|
|
" edge_counter = 0\n",
|
|
" done_edges = []\n",
|
|
" for l in open(os.path.join(d,f,ff),'r'):\n",
|
|
" if base_valid_acc==-1 and 'valid_acc' in l:\n",
|
|
" base_valid_acc = parse_valid_acc(l)\n",
|
|
" print('base_valid_acc = ', base_valid_acc)\n",
|
|
" \n",
|
|
" if start_parse and 'valid_acc' in l:\n",
|
|
" scores['temp'].append(parse_valid_acc(l))\n",
|
|
" \n",
|
|
" if start_parse and 'best' in l:\n",
|
|
" start_parse = False\n",
|
|
" parse_alphas = True\n",
|
|
" edge_counter = 0\n",
|
|
" print(scores)\n",
|
|
" print(done_edges)\n",
|
|
" continue\n",
|
|
" \n",
|
|
" if parse_alphas and '[' in l:\n",
|
|
" if parse_alpha_line(l) and not edge_counter in done_edges:\n",
|
|
" done_edges.append(edge_counter)\n",
|
|
" parse_alphas = False\n",
|
|
" print('perturbed_edge = ',edge_counter)\n",
|
|
" scores[edge_counter] = scores['temp']\n",
|
|
" del scores['temp']\n",
|
|
" print()\n",
|
|
" edge_counter += 1\n",
|
|
" \n",
|
|
" if 'project' in l:\n",
|
|
" start_parse = True\n",
|
|
" scores['temp'] = []\n",
|
|
" \n",
|
|
" all_results[os.path.join(f,ff)] = (done_edges, scores, base_valid_acc)\n",
|
|
"\n",
|
|
"\n",
|
|
"#for l in open(os.path.join())"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 179,
|
|
"id": "7756aa9e",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def parse_zc(l):\n",
|
|
" zcs = []\n",
|
|
" ls = l.split()\n",
|
|
" for ll in ls[2:]:\n",
|
|
" v = float(ll.strip('[,]'))\n",
|
|
" zcs.append(v)\n",
|
|
" return zcs"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 184,
|
|
"id": "67d04e18",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"log.txt\n",
|
|
"log.txt\n",
|
|
"log.txt\n",
|
|
"log.txt\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"d = '../experiments/zcpt'\n",
|
|
"\n",
|
|
"all_res_zc = {}\n",
|
|
"seed = 0\n",
|
|
"for f in os.listdir(d):\n",
|
|
" for ff in os.listdir(os.path.join(d,f)):\n",
|
|
" if ff == 'log.txt':\n",
|
|
" print(ff)\n",
|
|
" start_parse = False\n",
|
|
" parse_alphas = False\n",
|
|
" base_valid_acc = -1\n",
|
|
" scores = {}\n",
|
|
" edge_counter = 0\n",
|
|
" done_edges = []\n",
|
|
" for l in open(os.path.join(d,f,ff),'r'):\n",
|
|
" if 'current edge' in l:\n",
|
|
" \n",
|
|
" current_edge = int(l.split()[5])\n",
|
|
" if '[' in l:\n",
|
|
" sc = parse_zc(l)\n",
|
|
" if current_edge in done_edges:\n",
|
|
" all_res_zc[seed] = (done_edges,scores)\n",
|
|
" scores = {}\n",
|
|
" done_edges = []\n",
|
|
" seed += 1\n",
|
|
" scores[current_edge] = sc\n",
|
|
" done_edges.append(current_edge)\n",
|
|
" \n",
|
|
"\n",
|
|
"#for l in open(os.path.join())"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 186,
|
|
"id": "3298ed49",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"1996\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"print(len(all_res_zc))"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 94,
|
|
"id": "bde8718a",
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"{'search-darts-201-3/log_resume-100_dev-proj_seed-3_intv-5.txt': ([2,\n",
|
|
" 0,\n",
|
|
" 3,\n",
|
|
" 1,\n",
|
|
" 4,\n",
|
|
" 5],\n",
|
|
" {2: [85.839996, 77.832001, 84.563995, 82.759995, 85.839996],\n",
|
|
" 0: [83.739998, 12.66, 68.903999, 44.671997, 83.439995],\n",
|
|
" 3: [80.243996, 12.983999, 75.360001, 44.924, 80.239998],\n",
|
|
" 1: [81.327995, 75.759995, 75.175995, 58.944, 81.659996],\n",
|
|
" 4: [82.967995, 39.495998, 74.599998, 71.743996, 82.695999],\n",
|
|
" 5: [78.407997, 19.524, 58.963997, 40.688, 78.112]},\n",
|
|
" 86.584),\n",
|
|
" 'search-blank-201-2/log_resume-100_dev-proj_seed-2_intv-5.txt': ([0,\n",
|
|
" 1,\n",
|
|
" 4,\n",
|
|
" 5,\n",
|
|
" 3,\n",
|
|
" 2],\n",
|
|
" {0: [86.671997, 75.563995, 77.068001, 76.832001, 79.243996],\n",
|
|
" 1: [83.671997, 81.68, 79.835999, 78.416, 82.147995],\n",
|
|
" 4: [84.407997, 71.031998, 79.456001, 77.131996, 72.727997],\n",
|
|
" 5: [81.748001, 72.891998, 67.888, 61.279999, 75.487999],\n",
|
|
" 3: [83.223999, 73.695999, 79.972, 80.183998, 74.755997],\n",
|
|
" 2: [77.587997, 74.911995, 76.175995, 75.888, 75.507996]},\n",
|
|
" 87.103996),\n",
|
|
" 'search-blank-201-2/log_resume-100_dev-proj_seed-0_intv-5.txt': ([4,\n",
|
|
" 0,\n",
|
|
" 5,\n",
|
|
" 2,\n",
|
|
" 3,\n",
|
|
" 1],\n",
|
|
" {4: [86.463997, 84.699997, 81.239998, 80.543999, 84.720001],\n",
|
|
" 0: [84.972, 71.175995, 70.035995, 70.019997, 76.311996],\n",
|
|
" 5: [83.776001, 80.643997, 81.259995, 79.363998, 81.243996],\n",
|
|
" 2: [83.183998, 82.131996, 82.159996, 81.671997, 82.624001],\n",
|
|
" 3: [84.139999, 72.479996, 81.587997, 80.923996, 73.731995],\n",
|
|
" 1: [85.139999, 82.355995, 84.139999, 84.551994, 82.979996]},\n",
|
|
" 87.211998),\n",
|
|
" 'search-blank-201-3/log_resume-100_dev-proj_seed-3_intv-5.txt': ([2,\n",
|
|
" 0,\n",
|
|
" 3,\n",
|
|
" 1,\n",
|
|
" 4,\n",
|
|
" 5],\n",
|
|
" {2: [86.099998, 85.540001, 83.923996, 82.259995, 85.428001],\n",
|
|
" 0: [84.995995, 75.139999, 71.647995, 63.891998, 77.727997],\n",
|
|
" 3: [82.779999, 71.388, 76.164001, 75.779999, 73.459999],\n",
|
|
" 1: [83.355995, 81.939995, 82.531998, 82.388, 82.071999],\n",
|
|
" 4: [83.379997, 78.112, 77.467995, 76.195999, 78.991997],\n",
|
|
" 5: [83.631996, 74.916, 81.503998, 79.739998, 76.175995]},\n",
|
|
" 86.615997),\n",
|
|
" 'search-darts-201-2/log_resume-100_dev-proj_seed-2_intv-5.txt': ([0,\n",
|
|
" 1,\n",
|
|
" 4,\n",
|
|
" 5,\n",
|
|
" 3,\n",
|
|
" 2],\n",
|
|
" {0: [85.515999, 11.932, 82.935997, 59.868, 85.715996],\n",
|
|
" 1: [81.491997, 42.051998, 76.103996, 71.495995, 81.804001],\n",
|
|
" 4: [80.947998, 13.028, 74.139999, 58.091999, 80.947998],\n",
|
|
" 5: [81.515999, 68.344002, 66.972, 48.236, 81.755997],\n",
|
|
" 3: [77.519997, 9.068, 76.015999, 74.127998, 77.264],\n",
|
|
" 2: [77.075996, 76.736, 73.495995, 63.084, 76.759995]},\n",
|
|
" 85.931999),\n",
|
|
" 'search-darts-201-2/log_resume-100_dev-proj_seed-0_intv-5.txt': ([4,\n",
|
|
" 0,\n",
|
|
" 5,\n",
|
|
" 2,\n",
|
|
" 3,\n",
|
|
" 1],\n",
|
|
" {4: [85.596001, 45.599998, 82.091995, 70.227997, 85.407997],\n",
|
|
" 0: [82.551994, 9.108, 79.736, 53.452, 82.459999],\n",
|
|
" 5: [79.795998, 67.783997, 63.535999, 43.503998, 80.208],\n",
|
|
" 2: [77.315994, 76.056, 76.807999, 73.783997, 77.379997],\n",
|
|
" 3: [81.395996, 12.983999, 80.304001, 79.068001, 81.355995],\n",
|
|
" 1: [79.304001, 41.635998, 79.0, 79.119995, 79.199997]},\n",
|
|
" 86.351997),\n",
|
|
" 'search-darts-201-1/log_resume-100_dev-proj_seed-1_intv-5.txt': ([5,\n",
|
|
" 3,\n",
|
|
" 0,\n",
|
|
" 1,\n",
|
|
" 4,\n",
|
|
" 2],\n",
|
|
" {5: [85.559998, 32.548, 81.007996, 73.119995, 85.451996],\n",
|
|
" 3: [81.571999, 11.46, 74.787994, 44.559998, 81.767998],\n",
|
|
" 0: [82.195999, 15.86, 70.972, 26.875999, 82.875999],\n",
|
|
" 1: [67.848, 20.307999, 64.183998, 52.195999, 67.736],\n",
|
|
" 4: [67.171997, 67.563995, 30.796, 25.823999, 67.848],\n",
|
|
" 2: [73.552002, 73.652, 72.664001, 71.823997, 73.787994]},\n",
|
|
" 85.984001),\n",
|
|
" 'search-darts-201-1/log_resume-100_dev-proj_seed-0_intv-5.txt': ([4,\n",
|
|
" 0,\n",
|
|
" 5,\n",
|
|
" 2,\n",
|
|
" 3,\n",
|
|
" 1],\n",
|
|
" {4: [85.475998, 51.264, 78.939995, 64.519997, 85.299995],\n",
|
|
" 0: [82.723999, 12.688, 75.239998, 57.708, 82.967995],\n",
|
|
" 5: [80.167999, 65.699997, 69.231995, 52.619999, 80.327995],\n",
|
|
" 2: [79.451996, 77.391998, 77.323997, 73.523994, 79.832001],\n",
|
|
" 3: [82.348, 12.087999, 81.739998, 80.271996, 81.923996],\n",
|
|
" 1: [81.292, 43.191998, 80.907997, 80.827995, 81.271996]},\n",
|
|
" 85.916),\n",
|
|
" 'search-blank-201-0/log_resume-100_dev-proj_seed-0_intv-5.txt': ([4,\n",
|
|
" 0,\n",
|
|
" 5,\n",
|
|
" 2,\n",
|
|
" 3,\n",
|
|
" 1],\n",
|
|
" {4: [85.972, 83.343994, 79.804001, 78.835999, 83.523994],\n",
|
|
" 0: [84.32, 69.32, 69.799995, 61.424, 72.703995],\n",
|
|
" 5: [82.715996, 78.523994, 79.799995, 79.264, 78.771996],\n",
|
|
" 2: [83.311996, 81.792, 82.395996, 81.568001, 82.428001],\n",
|
|
" 3: [83.199997, 71.355995, 80.839996, 79.972, 72.495995],\n",
|
|
" 1: [82.084, 76.355995, 80.779999, 80.403999, 76.124001]},\n",
|
|
" 86.591995)}"
|
|
]
|
|
},
|
|
"execution_count": 94,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"all_results"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 95,
|
|
"id": "76f5e9f4",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"['none', 'skip_connect', 'nor_conv_1x1', 'nor_conv_3x3', 'avg_pool_3x3']\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"import csv\n",
|
|
"m_names = {\n",
|
|
" 'acc':'avg-acc',\n",
|
|
" 'best-acc':'best-acc',\n",
|
|
" 'discrete acc darts':'disc-acc',\n",
|
|
" 'dartspt':'darts-pt',\n",
|
|
" 'zc pt':'zc-pt',\n",
|
|
" 'discrete zc':'disc-zc',\n",
|
|
" 'alpha':'darts-100',\n",
|
|
" 'alpha-60':'darts'\n",
|
|
"}\n",
|
|
"ops=[]\n",
|
|
"edge = 0\n",
|
|
"num_edges = 6\n",
|
|
"op_strengths = []\n",
|
|
"for e in range(num_edges):\n",
|
|
" op_strengths.append({})\n",
|
|
"\n",
|
|
"with open('op_strength_src.csv') as csv_file:\n",
|
|
" csv_reader = csv.reader(csv_file, delimiter=',')\n",
|
|
" line_count = 0\n",
|
|
" for row in csv_reader:\n",
|
|
" if line_count == 0:\n",
|
|
" ops = row[1:-1]\n",
|
|
" line_count += 1\n",
|
|
" else:\n",
|
|
" #print(row)\n",
|
|
" if row == ['', '', '', '', '', '', '']:\n",
|
|
" edge += 1\n",
|
|
" line_count += 1\n",
|
|
" continue\n",
|
|
" #parse row\n",
|
|
" method = m_names[row[0]]\n",
|
|
" op_strengths[edge][method] = []\n",
|
|
" for r in row[1:-1]:\n",
|
|
" if '±' in r:\n",
|
|
" r1 = r.split('±')[0]\n",
|
|
" r2 = r.split('±')[1]\n",
|
|
" r=r1\n",
|
|
" metric = float(r)\n",
|
|
" op_strengths[edge][method].append(metric)\n",
|
|
" line_count += 1\n",
|
|
"print(ops)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 154,
|
|
"id": "1b21952d",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"sq_op_strengths = {}\n",
|
|
"for k in op_strengths[0].keys():\n",
|
|
" if 'acc' not in k:\n",
|
|
" continue\n",
|
|
" sq_op_strengths[k] = []\n",
|
|
"for e in op_strengths:\n",
|
|
" for k,v in e.items():\n",
|
|
" if 'acc' not in k:\n",
|
|
" continue\n",
|
|
" if 'pt' in k:\n",
|
|
" sq_op_strengths[k].append([-vv for vv in v])\n",
|
|
" else:\n",
|
|
" sq_op_strengths[k].append(v)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 155,
|
|
"id": "3bb98e3b",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"{'avg-acc': [[77.36, 83.81, 86.38, 87.32, 81.02],\n",
|
|
" [80.03, 83.11, 85.23, 85.99, 81.52],\n",
|
|
" [82.9, 82.44, 84.05, 84.49, 81.98],\n",
|
|
" [74.02, 85.17, 87.3, 88.28, 81.38],\n",
|
|
" [80.14, 83.05, 85.09, 85.7, 81.89],\n",
|
|
" [77.61, 83.43, 86.18, 86.95, 81.74]],\n",
|
|
" 'disc-acc': [[83.42, 84.1, 72.0, 76.35, 39.66],\n",
|
|
" [85.12, 83.39, 76.72, 81.34, 84.38],\n",
|
|
" [85.96, 85.18, 54.02, 78.41, 84.88],\n",
|
|
" [66.18, 85.38, 78.8, 81.59, 82.89],\n",
|
|
" [86.44, 84.75, 80.23, 80.46, 80.13],\n",
|
|
" [86.28, 82.69, 77.13, 76.8, 81.99]],\n",
|
|
" 'best-acc': [[94.15, 94.18, 94.44, 94.68, 93.86],\n",
|
|
" [94.24, 94.16, 94.49, 94.68, 94.09],\n",
|
|
" [94.25, 94.43, 94.49, 94.68, 94.19],\n",
|
|
" [94.16, 94.68, 94.03, 94.04, 93.85],\n",
|
|
" [94.29, 94.18, 94.56, 94.68, 94.23],\n",
|
|
" [94.05, 94.16, 94.68, 94.56, 94.1]]}"
|
|
]
|
|
},
|
|
"execution_count": 155,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"sq_op_strengths"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 141,
|
|
"id": "0865b1ea",
|
|
"metadata": {
|
|
"scrolled": true
|
|
},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"darts0\n",
|
|
"0.6668859288553501\n",
|
|
"0.6\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"-0.09999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"blank1\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"-0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"-0.09999999999999999\n",
|
|
"\n",
|
|
"blank2\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"-0.6\n",
|
|
"\n",
|
|
"blank3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"-0.49999999999999994\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"darts4\n",
|
|
"0.7\n",
|
|
"0.39999999999999997\n",
|
|
"-0.051298917604257706\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"darts5\n",
|
|
"-0.09999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"darts6\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.19999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"darts7\n",
|
|
"-0.09999999999999999\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"blank8\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"-0.6\n",
|
|
"\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"from scipy import stats\n",
|
|
"idx=0\n",
|
|
"over_time = {}\n",
|
|
"for k,v in all_results.items():\n",
|
|
" kk = 'blank'+str(idx) if 'blank' in k else 'darts'+str(idx)\n",
|
|
" print(kk)\n",
|
|
" over_time[kk] = []\n",
|
|
" order = v[0]\n",
|
|
" for e in order:\n",
|
|
" #get best-acc of this edge to compare\n",
|
|
" ba = sq_op_strengths['best-acc'][e]\n",
|
|
" curr = [-x for x in v[1][e]]\n",
|
|
" cr = stats.spearmanr(ba,curr).correlation\n",
|
|
" over_time[kk].append(cr)\n",
|
|
" print(cr)\n",
|
|
" print()\n",
|
|
" idx += 1"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 191,
|
|
"id": "7373105a",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.39999999999999997\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.3\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.7\n",
|
|
"0.3\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
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"\n",
|
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"0.7\n",
|
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
|
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"0.7\n",
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"\n",
|
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"0.8999999999999998\n",
|
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"0.9999999999999999\n",
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"0.9999999999999999\n",
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"0.7999999999999999\n",
|
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"0.9999999999999999\n",
|
|
"\n",
|
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"0.8999999999999998\n",
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"0.8999999999999998\n",
|
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"0.9999999999999999\n",
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"0.8999999999999998\n",
|
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"0.7\n",
|
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"0.9999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"0.0\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.6\n",
|
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"0.6\n",
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"\n",
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"0.9999999999999999\n",
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"0.8999999999999998\n",
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"0.7\n",
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"0.7999999999999999\n",
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"0.9999999999999999\n",
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"\n",
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"0.7\n",
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"0.9999999999999999\n",
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"0.8999999999999998\n",
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"0.0\n",
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"0.7\n",
|
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"0.9999999999999999\n",
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"\n",
|
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"0.8999999999999998\n",
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"0.49999999999999994\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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"0.7\n",
|
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|
"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
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"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
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"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"-0.49999999999999994\n",
|
|
"0.19999999999999998\n",
|
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"0.8999999999999998\n",
|
|
"\n",
|
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"0.3\n",
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"0.8999999999999998\n",
|
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"0.6\n",
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"0.7999999999999999\n",
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"0.9999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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|
"\n",
|
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"0.7\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"0.8999999999999998\n",
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"0.7\n",
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"0.7999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"\n",
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"0.7999999999999999\n",
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"0.3\n",
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"0.9999999999999999\n",
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"0.7\n",
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"0.9999999999999999\n",
|
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"0.49999999999999994\n",
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"\n",
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"0.8999999999999998\n",
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"0.6\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.3\n",
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"0.8999999999999998\n",
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"\n",
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"0.8999999999999998\n",
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"0.7\n",
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"0.8999999999999998\n",
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|
"\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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"0.7\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"\n",
|
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"0.8999999999999998\n",
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"0.49999999999999994\n",
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"0.7999999999999999\n",
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"0.6\n",
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"0.7999999999999999\n",
|
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"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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|
|
"\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
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"0.8999999999999998\n",
|
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"0.7\n",
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"0.7999999999999999\n",
|
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|
|
"\n",
|
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"0.7\n",
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|
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"0.3\n",
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|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
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|
"0.8999999999999998\n",
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|
"0.6\n",
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|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
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"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
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|
"0.6\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
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|
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|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.39999999999999997\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.3\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.0\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.8999999999999998\n"
|
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]
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},
|
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"0.09999999999999999\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"\n",
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"0.9999999999999999\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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|
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"0.9999999999999999\n",
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"\n",
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|
"\n",
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"0.7999999999999999\n",
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"\n",
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"0.7999999999999999\n",
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|
"\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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|
"\n",
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|
"0.9999999999999999\n",
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"0.3\n",
|
|
"0.19999999999999998\n",
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|
"\n",
|
|
"0.7999999999999999\n",
|
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"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
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"0.9999999999999999\n",
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"0.7999999999999999\n",
|
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|
"\n",
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"0.8999999999999998\n",
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|
"\n",
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"0.7\n",
|
|
"0.9999999999999999\n",
|
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
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"0.8999999999999998\n",
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|
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|
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"0.6\n",
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"0.8999999999999998\n",
|
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|
|
"\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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|
|
"\n",
|
|
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"0.8999999999999998\n",
|
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"0.7999999999999999\n",
|
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"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
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|
|
"0.6\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
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|
|
"0.3\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.09999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.39999999999999997\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.0\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
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|
|
]
|
|
},
|
|
{
|
|
"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.9999999999999999\n",
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"0.8999999999999998\n",
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"\n",
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"0.09999999999999999\n",
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"0.49999999999999994\n",
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"0.8999999999999998\n",
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"\n",
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"0.9999999999999999\n",
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"\n",
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|
"\n",
|
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"0.09999999999999999\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
|
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"0.7\n",
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|
"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
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|
"0.9999999999999999\n",
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"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
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|
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"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
|
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|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.39999999999999997\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
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|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
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"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
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|
|
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|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
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|
|
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|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
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|
|
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|
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"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"\n",
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"\n",
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"0.19999999999999998\n",
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|
"\n",
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"0.0\n",
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"0.9999999999999999\n",
|
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|
|
"\n",
|
|
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|
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"0.0\n",
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|
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|
|
"\n",
|
|
"0.9999999999999999\n",
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"0.9999999999999999\n",
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|
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|
"\n",
|
|
"0.8999999999999998\n",
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|
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|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
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"0.8999999999999998\n",
|
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"0.39999999999999997\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
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"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
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"0.7999999999999999\n",
|
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"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
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|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
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|
"0.8999999999999998\n",
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|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
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|
|
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|
|
"0.9999999999999999\n",
|
|
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|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
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|
"0.7999999999999999\n",
|
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"0.8999999999999998\n",
|
|
"0.6\n",
|
|
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|
|
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|
|
"\n",
|
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|
|
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|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
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"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.0\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.0\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.0\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
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{
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"0.7999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"0.09999999999999999\n",
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"0.9999999999999999\n",
|
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"0.7999999999999999\n",
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"\n",
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"0.7999999999999999\n",
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"0.9999999999999999\n",
|
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"0.6\n",
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|
"0.8999999999999998\n",
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|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
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|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
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"0.8999999999999998\n",
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|
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|
|
"0.9999999999999999\n",
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"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
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|
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|
|
"\n",
|
|
"0.7999999999999999\n",
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"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
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"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"-0.09999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
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|
"0.7999999999999999\n",
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|
|
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|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
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|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
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|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
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|
|
"\n",
|
|
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|
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|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
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|
|
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|
|
"\n",
|
|
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|
|
"0.7999999999999999\n",
|
|
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|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.0\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.0\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.0\n",
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{
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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|
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]
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},
|
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"\n",
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"0.9999999999999999\n",
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"0.8999999999999998\n",
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"\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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|
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"0.09999999999999999\n",
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|
"\n",
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"0.8999999999999998\n",
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"0.7\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"\n",
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"0.09999999999999999\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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|
"\n",
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|
"0.7999999999999999\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.49999999999999994\n",
|
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"0.6\n",
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|
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|
|
"\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
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"0.7999999999999999\n",
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"0.49999999999999994\n",
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"0.8999999999999998\n",
|
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"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
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|
"0.8999999999999998\n",
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|
"0.9999999999999999\n",
|
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|
|
"\n",
|
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"0.7999999999999999\n",
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"0.7\n",
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|
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|
|
"\n",
|
|
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"0.7999999999999999\n",
|
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|
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.19999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
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|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
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|
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|
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"0.7999999999999999\n",
|
|
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|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.19999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.49999999999999994\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.19999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
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{
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.39999999999999997\n",
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"0.8999999999999998\n",
|
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"0.9999999999999999\n",
|
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"0.7999999999999999\n",
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"\n",
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"0.7999999999999999\n",
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"\n",
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"0.49999999999999994\n",
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"0.8999999999999998\n",
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"0.6\n",
|
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"0.9999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"0.19999999999999998\n",
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"\n",
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"0.49999999999999994\n",
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"0.8999999999999998\n",
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"0.49999999999999994\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.6\n",
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"0.39999999999999997\n",
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"0.9999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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"0.7\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"\n",
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"0.8999999999999998\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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"0.49999999999999994\n",
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"0.19999999999999998\n",
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"0.6\n",
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|
"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.7\n",
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"0.49999999999999994\n",
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"\n",
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"0.7999999999999999\n",
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"0.7\n",
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|
"\n",
|
|
"0.09999999999999999\n",
|
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"0.7\n",
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|
"0.9999999999999999\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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|
"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
|
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"0.7\n",
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|
"0.8999999999999998\n",
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"\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
|
|
"\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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"0.7\n",
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"0.8999999999999998\n",
|
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"0.19999999999999998\n",
|
|
"\n",
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"0.7999999999999999\n",
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"0.3\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
|
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"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
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"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.09999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.09999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.49999999999999994\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"-0.19999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.8999999999999998\n"
|
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]
|
|
},
|
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{
|
|
"name": "stdout",
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"output_type": "stream",
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"text": [
|
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"\n",
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"0.09999999999999999\n",
|
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"0.7999999999999999\n",
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"0.7999999999999999\n",
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"0.09999999999999999\n",
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"0.9999999999999999\n",
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"0.09999999999999999\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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"\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
|
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"-0.19999999999999998\n",
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"0.8999999999999998\n",
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"\n",
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"0.7999999999999999\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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"0.6\n",
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"0.7999999999999999\n",
|
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"0.19999999999999998\n",
|
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"\n",
|
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"0.9999999999999999\n",
|
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"0.39999999999999997\n",
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"0.6\n",
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"0.7999999999999999\n",
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"0.9999999999999999\n",
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|
"\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.09999999999999999\n",
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"0.6\n",
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"0.7999999999999999\n",
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"\n",
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"0.7999999999999999\n",
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"\n",
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"0.7999999999999999\n",
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"0.9999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"\n",
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|
"0.9999999999999999\n",
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"0.7999999999999999\n",
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"0.49999999999999994\n",
|
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"0.0\n",
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"0.09999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
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"0.7999999999999999\n",
|
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"0.49999999999999994\n",
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"0.7\n",
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"0.7999999999999999\n",
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|
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"\n",
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"0.7999999999999999\n",
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"0.7\n",
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"0.8999999999999998\n",
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|
"\n",
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"0.8999999999999998\n",
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"0.3\n",
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"0.7999999999999999\n",
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|
"\n",
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"0.8999999999999998\n",
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"0.49999999999999994\n",
|
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"0.6\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
|
|
"\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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|
"\n",
|
|
"0.8999999999999998\n",
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"0.8999999999999998\n",
|
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"0.09999999999999999\n",
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"0.7999999999999999\n",
|
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"0.9999999999999999\n",
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"0.8999999999999998\n",
|
|
"\n",
|
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"0.6\n",
|
|
"0.09999999999999999\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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|
|
"\n",
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"0.6\n",
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"0.7999999999999999\n",
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"0.7999999999999999\n",
|
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"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"-0.09999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
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|
"0.09999999999999999\n",
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"0.7999999999999999\n",
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"0.6\n",
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"0.7999999999999999\n",
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|
|
"\n",
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"0.3\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
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"0.49999999999999994\n",
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"0.3\n",
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|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
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|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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|
"0.7\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
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"0.7999999999999999\n",
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"0.7999999999999999\n",
|
|
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|
|
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|
|
"\n",
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|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.19999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"-0.49999999999999994\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.39999999999999997\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.49999999999999994\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"-0.09999999999999999\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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]
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},
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"0.7999999999999999\n",
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"0.39999999999999997\n",
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"0.39999999999999997\n",
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"0.7999999999999999\n",
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"0.7999999999999999\n",
|
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"0.9999999999999999\n",
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"\n",
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"0.7999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"0.9999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"\n",
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"0.7999999999999999\n",
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"0.9999999999999999\n",
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"\n",
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"\n",
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"0.6\n",
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"0.8999999999999998\n",
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"0.49999999999999994\n",
|
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"0.0\n",
|
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"0.09999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
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"0.7999999999999999\n",
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"0.19999999999999998\n",
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"0.8999999999999998\n",
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"\n",
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"0.9999999999999999\n",
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"0.39999999999999997\n",
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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|
"\n",
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"0.9999999999999999\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
|
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"0.7\n",
|
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"0.09999999999999999\n",
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|
|
"\n",
|
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"0.3\n",
|
|
"0.9999999999999999\n",
|
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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"0.7999999999999999\n",
|
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|
|
"\n",
|
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"0.39999999999999997\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
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"0.8999999999999998\n",
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"0.8999999999999998\n",
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"0.7999999999999999\n",
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"\n",
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"0.8999999999999998\n",
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"\n",
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"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
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|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
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"0.7999999999999999\n",
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"0.8999999999999998\n",
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"0.6\n",
|
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"0.6\n",
|
|
"0.8999999999999998\n",
|
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"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
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|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
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|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.0\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.09999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.0\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.49999999999999994\n",
|
|
"0.6\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"-0.09999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.49999999999999994\n",
|
|
"0.7999999999999999\n",
|
|
"0.0\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.19999999999999998\n",
|
|
"0.19999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.7\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.49999999999999994\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.7\n",
|
|
"0.9999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.6\n",
|
|
"0.7\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"-0.49999999999999994\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.09999999999999999\n",
|
|
"0.6\n",
|
|
"0.9999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.7\n",
|
|
"0.7\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.8999999999999998\n",
|
|
"0.3\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.9999999999999999\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"\n",
|
|
"0.3\n",
|
|
"0.7999999999999999\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.6\n",
|
|
"0.8999999999999998\n",
|
|
"\n",
|
|
"0.7999999999999999\n",
|
|
"0.6\n",
|
|
"0.7999999999999999\n",
|
|
"0.8999999999999998\n",
|
|
"0.39999999999999997\n",
|
|
"0.7999999999999999\n",
|
|
"\n"
|
|
]
|
|
}
|
|
],
|
|
"source": [
|
|
"from scipy import stats\n",
|
|
"idx=0\n",
|
|
"over_time_zc = {}\n",
|
|
"for k,v in all_res_zc.items():\n",
|
|
" over_time_zc[k] = []\n",
|
|
" order = v[0]\n",
|
|
" for e in order:\n",
|
|
" #get best-acc of this edge to compare\n",
|
|
" ba = sq_op_strengths['best-acc'][e]\n",
|
|
" curr = [-x for x in v[1][e]]\n",
|
|
" cr = stats.spearmanr(ba,curr).correlation\n",
|
|
" over_time_zc[k].append(cr)\n",
|
|
" print(cr)\n",
|
|
" print()\n",
|
|
" idx += 1"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 171,
|
|
"id": "28dd8f5e",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import matplotlib.pyplot as plt\n",
|
|
"\n",
|
|
"for k,v in over_time.items():\n",
|
|
" if 'blank' in k:\n",
|
|
" continue\n",
|
|
" c = 'r' if 'darts' in k else 'b'\n",
|
|
" plt.plot(v,label=k, color=c)\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 201,
|
|
"id": "b3d8a668",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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\n",
|
|
"text/plain": [
|
|
"<Figure size 432x288 with 1 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import statistics as stat\n",
|
|
"avg = []\n",
|
|
"std=[]\n",
|
|
"for e in range(6):\n",
|
|
" a = []\n",
|
|
" for k,v in over_time.items():\n",
|
|
" a.append(v[e])\n",
|
|
" avg.append(sum(a)/len(a))\n",
|
|
" std.append(stat.stdev(a))\n",
|
|
"#for k,v in over_time_zc.items():\n",
|
|
"#plt.plot(avg,label=k)\n",
|
|
"x = range(len(avg))\n",
|
|
"plt.errorbar(x, avg, std, linestyle='None', marker='^')\n",
|
|
"plt.show()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 200,
|
|
"id": "1146778c",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": "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\n",
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"text/plain": [
|
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"<Figure size 432x288 with 1 Axes>"
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]
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},
|
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"metadata": {},
|
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"output_type": "display_data"
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}
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],
|
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"source": [
|
|
"import matplotlib.pyplot as plt\n",
|
|
"import statistics as stat\n",
|
|
"avg = []\n",
|
|
"std=[]\n",
|
|
"for e in range(6):\n",
|
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" a = []\n",
|
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" for k,v in over_time_zc.items():\n",
|
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" a.append(v[e])\n",
|
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" avg.append(sum(a)/len(a))\n",
|
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" std.append(stat.stdev(a))\n",
|
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"#for k,v in over_time_zc.items():\n",
|
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"#plt.plot(avg,label=k)\n",
|
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"x = range(len(avg))\n",
|
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"plt.errorbar(x, avg, std, linestyle='None', marker='^')\n",
|
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"plt.show()"
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]
|
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},
|
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{
|
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"cell_type": "code",
|
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"execution_count": 126,
|
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"id": "e1bbc92d",
|
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"metadata": {},
|
|
"outputs": [],
|
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"source": [
|
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"idx = 0;\n",
|
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"for k,v in all_results.items():\n",
|
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" kk = 'blank'+str(idx) if 'blank' in k else 'darts'+str(idx)\n",
|
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" sq_op_strengths[kk] = []\n",
|
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" strengths = v[1]\n",
|
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" bva=v[2]\n",
|
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" for e in range(6):\n",
|
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" #print(strengths)\n",
|
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" sq_op_strengths[kk].append([(bva-pacc) for pacc in strengths[e]])\n",
|
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" idx += 1\n",
|
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" "
|
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]
|
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},
|
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{
|
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"cell_type": "code",
|
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"execution_count": 157,
|
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"id": "78e50bfe",
|
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"metadata": {},
|
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"outputs": [
|
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{
|
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"data": {
|
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"text/html": [
|
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"<div>\n",
|
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"<style scoped>\n",
|
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" .dataframe tbody tr th:only-of-type {\n",
|
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" vertical-align: middle;\n",
|
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" }\n",
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"\n",
|
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" .dataframe tbody tr th {\n",
|
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" vertical-align: top;\n",
|
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" }\n",
|
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"\n",
|
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" .dataframe thead th {\n",
|
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" text-align: right;\n",
|
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" }\n",
|
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"</style>\n",
|
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"<table border=\"1\" class=\"dataframe\">\n",
|
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" <thead>\n",
|
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" <tr style=\"text-align: right;\">\n",
|
|
" <th></th>\n",
|
|
" <th>avg-acc</th>\n",
|
|
" <th>disc-acc</th>\n",
|
|
" <th>best-acc</th>\n",
|
|
" </tr>\n",
|
|
" </thead>\n",
|
|
" <tbody>\n",
|
|
" <tr>\n",
|
|
" <th>avg-acc</th>\n",
|
|
" <td>1.000000</td>\n",
|
|
" <td>-0.416667</td>\n",
|
|
" <td>0.65</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>best-acc</th>\n",
|
|
" <td>0.650000</td>\n",
|
|
" <td>-0.300000</td>\n",
|
|
" <td>1.00</td>\n",
|
|
" </tr>\n",
|
|
" <tr>\n",
|
|
" <th>disc-acc</th>\n",
|
|
" <td>-0.416667</td>\n",
|
|
" <td>1.000000</td>\n",
|
|
" <td>-0.30</td>\n",
|
|
" </tr>\n",
|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" avg-acc disc-acc best-acc\n",
|
|
"avg-acc 1.000000 -0.416667 0.65\n",
|
|
"best-acc 0.650000 -0.300000 1.00\n",
|
|
"disc-acc -0.416667 1.000000 -0.30"
|
|
]
|
|
},
|
|
"execution_count": 157,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"all_corr = []\n",
|
|
"for e in range(6):\n",
|
|
" d = {}\n",
|
|
" for k,v in sq_op_strengths.items():\n",
|
|
" d[k] = v[e]\n",
|
|
" df = DataFrame(d)\n",
|
|
" all_corr.append(df.corr(method='spearman'))\n",
|
|
"df = pd.concat(all_corr)\n",
|
|
"df_mean = df.groupby(level=0).mean()\n",
|
|
"df_mean"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 169,
|
|
"id": "25ead80b",
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
" avg-acc disc-acc best-acc disc-acc-new\n",
|
|
"avg-acc 1.000000 -0.416667 0.650000 -0.483333\n",
|
|
"best-acc 0.650000 -0.300000 1.000000 -0.316667\n",
|
|
"disc-acc -0.416667 1.000000 -0.300000 0.750000\n",
|
|
"disc-acc-new -0.483333 0.750000 -0.316667 1.000000\n",
|
|
"(4, 4)\n",
|
|
"(4, 4)\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"[Text(0.5, 0, 'avg-acc'),\n",
|
|
" Text(1.5, 0, 'disc-acc'),\n",
|
|
" Text(2.5, 0, 'best-acc'),\n",
|
|
" Text(3.5, 0, 'disc-acc-new')]"
|
|
]
|
|
},
|
|
"execution_count": 169,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
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"image/png": 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\n",
|
|
"text/plain": [
|
|
"<Figure size 792x648 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"from string import ascii_letters\n",
|
|
"import numpy as np\n",
|
|
"import pandas as pd\n",
|
|
"import seaborn as sns\n",
|
|
"import matplotlib.pyplot as plt\n",
|
|
"from pandas import DataFrame\n",
|
|
"import pathlib\n",
|
|
"\n",
|
|
"sns.set_theme(style=\"white\")\n",
|
|
"\n",
|
|
"#if 'zc' in flat_op_strengths:\n",
|
|
"# flat_op_strengths.pop('zc')\n",
|
|
"df = df_mean\n",
|
|
"#df=df.reindex([\"best-acc\", \"avg-acc\", \"disc-acc\", \"darts-pt\", \"disc-zc\", \"zc-pt\", \"darts\"])\n",
|
|
"#df = df[]\n",
|
|
"#print(df)\n",
|
|
"\n",
|
|
"# Compute the correlation matrix\n",
|
|
"corr=df_mean\n",
|
|
"#corr = df.corr(method='spearman')\n",
|
|
"print(corr)\n",
|
|
"\n",
|
|
"# Generate a mask for the upper triangle\n",
|
|
"mask = np.triu(np.ones_like(corr, dtype=bool))\n",
|
|
"\n",
|
|
"#for i in range(3,7):\n",
|
|
"# for j in range(0,7):\n",
|
|
"# mask[j][i]=True\n",
|
|
"\n",
|
|
"masked_corr = corr#.loc[~np.all(mask, axis=1), ~np.all(mask, axis=0)]\n",
|
|
"masked_mask = mask#[1:7,0:3]\n",
|
|
"print(np.shape(masked_corr))\n",
|
|
"print(np.shape(masked_mask))\n",
|
|
"\n",
|
|
"\n",
|
|
"# Set up the matplotlib figure\n",
|
|
"f, ax = plt.subplots(figsize=(11, 9))\n",
|
|
"sns.set(font_scale=1.0)\n",
|
|
"# Generate a custom diverging colormap\n",
|
|
"cmap = sns.diverging_palette(230, 20, as_cmap=True)\n",
|
|
"\n",
|
|
"# Draw the heatmap with the mask and correct aspect ratio\n",
|
|
"g = sns.heatmap(masked_corr, mask=None, cmap=cmap, center=0,\n",
|
|
" square=True, linewidths=.5, cbar_kws={\"shrink\": .5}, annot=True)\n",
|
|
"\n",
|
|
"g.set_yticklabels(labels=g.get_yticklabels(), va='center', fontsize = 14.5)\n",
|
|
"g.set_xticklabels(g.get_xmajorticklabels(), fontsize = 14.5)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 148,
|
|
"id": "846f8085",
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"disc_accuracy_stage_0 = {(100, 0, 0): 83.267998,\n",
|
|
" (100, 0, 1): 82.239998,\n",
|
|
" (100, 0, 2): 64.995995,\n",
|
|
" (100, 0, 3): 71.755997,\n",
|
|
" (100, 0, 4): 54.307999,\n",
|
|
" (100, 1, 0): 84.935997,\n",
|
|
" (100, 1, 1): 83.231995,\n",
|
|
" (100, 1, 2): 73.231995,\n",
|
|
" (100, 1, 3): 76.771996,\n",
|
|
" (100, 1, 4): 83.451996,\n",
|
|
" (100, 2, 0): 83.867996,\n",
|
|
" (100, 2, 1): 83.727997,\n",
|
|
" (100, 2, 2): 77.332001,\n",
|
|
" (100, 2, 3): 76.832001,\n",
|
|
" (100, 2, 4): 83.251999,\n",
|
|
" (100, 3, 0): 65.767998,\n",
|
|
" (100, 3, 1): 84.444,\n",
|
|
" (100, 3, 2): 75.816002,\n",
|
|
" (100, 3, 3): 78.68,\n",
|
|
" (100, 3, 4): 62.703999,\n",
|
|
" (100, 4, 0): 83.571999,\n",
|
|
" (100, 4, 1): 82.028,\n",
|
|
" (100, 4, 2): 75.023994,\n",
|
|
" (100, 4, 3): 76.087997,\n",
|
|
" (100, 4, 4): 82.563995,\n",
|
|
" (100, 5, 0): 83.947998,\n",
|
|
" (100, 5, 1): 82.447998,\n",
|
|
" (100, 5, 2): 66.692001,\n",
|
|
" (100, 5, 3): 71.363998,\n",
|
|
" (100, 5, 4): 80.311996}\n",
|
|
"sq_op_strengths['disc-acc-new'] = []\n",
|
|
"for e in range(6):\n",
|
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" v = []\n",
|
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" for o in range(5):\n",
|
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" v.append(disc_accuracy_stage_0[(100,e,o)])\n",
|
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" sq_op_strengths['disc-acc-new'].append(v)"
|
|
]
|
|
},
|
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{
|
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"cell_type": "code",
|
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"execution_count": 160,
|
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"id": "b2ff3f37",
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"metadata": {},
|
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"outputs": [],
|
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"source": []
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{
|
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"cell_type": "code",
|
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"execution_count": 161,
|
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"id": "fa049a83",
|
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"metadata": {},
|
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"outputs": [
|
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{
|
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"data": {
|
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"text/plain": [
|
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"{'avg-acc': [[77.36, 83.81, 86.38, 87.32, 81.02],\n",
|
|
" [80.03, 83.11, 85.23, 85.99, 81.52],\n",
|
|
" [82.9, 82.44, 84.05, 84.49, 81.98],\n",
|
|
" [74.02, 85.17, 87.3, 88.28, 81.38],\n",
|
|
" [80.14, 83.05, 85.09, 85.7, 81.89],\n",
|
|
" [77.61, 83.43, 86.18, 86.95, 81.74]],\n",
|
|
" 'disc-acc': [[83.42, 84.1, 72.0, 76.35, 39.66],\n",
|
|
" [85.12, 83.39, 76.72, 81.34, 84.38],\n",
|
|
" [85.96, 85.18, 54.02, 78.41, 84.88],\n",
|
|
" [66.18, 85.38, 78.8, 81.59, 82.89],\n",
|
|
" [86.44, 84.75, 80.23, 80.46, 80.13],\n",
|
|
" [86.28, 82.69, 77.13, 76.8, 81.99]],\n",
|
|
" 'best-acc': [[94.15, 94.18, 94.44, 94.68, 93.86],\n",
|
|
" [94.24, 94.16, 94.49, 94.68, 94.09],\n",
|
|
" [94.25, 94.43, 94.49, 94.68, 94.19],\n",
|
|
" [94.16, 94.68, 94.03, 94.04, 93.85],\n",
|
|
" [94.29, 94.18, 94.56, 94.68, 94.23],\n",
|
|
" [94.05, 94.16, 94.68, 94.56, 94.1]],\n",
|
|
" 'disc-acc-new': [[83.267998, 82.239998, 64.995995, 71.755997, 54.307999],\n",
|
|
" [84.935997, 83.231995, 73.231995, 76.771996, 83.451996],\n",
|
|
" [83.867996, 83.727997, 77.332001, 76.832001, 83.251999],\n",
|
|
" [65.767998, 84.444, 75.816002, 78.68, 62.703999],\n",
|
|
" [83.571999, 82.028, 75.023994, 76.087997, 82.563995],\n",
|
|
" [83.947998, 82.447998, 66.692001, 71.363998, 80.311996]]}"
|
|
]
|
|
},
|
|
"execution_count": 161,
|
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"metadata": {},
|
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"output_type": "execute_result"
|
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}
|
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],
|
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"source": [
|
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"\n",
|
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"sq_op_strengths"
|
|
]
|
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},
|
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{
|
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"cell_type": "code",
|
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"execution_count": 159,
|
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"id": "f1e4c5b6",
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"metadata": {},
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"outputs": [
|
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{
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|
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"all_corr = []\n",
|
|
"for e in range(6):\n",
|
|
" d = {}\n",
|
|
" for k,v in sq_op_strengths.items():\n",
|
|
" d[k] = v[e]\n",
|
|
" df = DataFrame(d)\n",
|
|
" all_corr.append(df.corr(method='spearman'))\n",
|
|
"df = pd.concat(all_corr)\n",
|
|
"df_mean = df.groupby(level=0).mean()\n",
|
|
"df_mean"
|
|
]
|
|
},
|
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{
|
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"cell_type": "code",
|
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"execution_count": 162,
|
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"id": "64239c70",
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|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
|
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|
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|
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|
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|
|
" avg-acc disc-acc best-acc disc-acc-new\n",
|
|
"avg-acc 1.000000 -0.416667 0.650000 -0.483333\n",
|
|
"best-acc 0.650000 -0.300000 1.000000 -0.316667\n",
|
|
"disc-acc -0.416667 1.000000 -0.300000 0.750000\n",
|
|
"disc-acc-new -0.483333 0.750000 -0.316667 1.000000"
|
|
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|
|
},
|
|
"execution_count": 162,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"source": [
|
|
"all_corr = []\n",
|
|
"for e in range(6):\n",
|
|
" d = {}\n",
|
|
" for k,v in sq_op_strengths.items():\n",
|
|
" d[k] = v[e]\n",
|
|
" df = DataFrame(d)\n",
|
|
" all_corr.append(df.corr(method='spearman'))\n",
|
|
"df = pd.concat(all_corr)\n",
|
|
"df_mean = df.groupby(level=0).mean()\n",
|
|
"df_mean"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": 164,
|
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"id": "f8f33d62",
|
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"metadata": {},
|
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"outputs": [
|
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{
|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
|
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|
|
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|
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|
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|
|
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|
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|
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" <th>best-acc</th>\n",
|
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|
|
" <td>-0.300000</td>\n",
|
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" <td>1.000000</td>\n",
|
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" <td>-0.316667</td>\n",
|
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" </tr>\n",
|
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" <tr>\n",
|
|
" <th>disc-acc</th>\n",
|
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" <td>-0.416667</td>\n",
|
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|
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" <td>-0.300000</td>\n",
|
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" <td>0.750000</td>\n",
|
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|
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" <tr>\n",
|
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" <th>disc-acc-new</th>\n",
|
|
" <td>-0.483333</td>\n",
|
|
" <td>0.750000</td>\n",
|
|
" <td>-0.316667</td>\n",
|
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|
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|
|
" </tbody>\n",
|
|
"</table>\n",
|
|
"</div>"
|
|
],
|
|
"text/plain": [
|
|
" avg-acc disc-acc best-acc disc-acc-new\n",
|
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"avg-acc 1.000000 -0.416667 0.650000 -0.483333\n",
|
|
"best-acc 0.650000 -0.300000 1.000000 -0.316667\n",
|
|
"disc-acc -0.416667 1.000000 -0.300000 0.750000\n",
|
|
"disc-acc-new -0.483333 0.750000 -0.316667 1.000000"
|
|
]
|
|
},
|
|
"execution_count": 164,
|
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"metadata": {},
|
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"output_type": "execute_result"
|
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}
|
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],
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"source": [
|
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"all_corr = []\n",
|
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"for e in range(6):\n",
|
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" d = {}\n",
|
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" for k,v in sq_op_strengths.items():\n",
|
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" d[k] = v[e]\n",
|
|
" df = DataFrame(d)\n",
|
|
" all_corr.append(df.corr(method='spearman'))\n",
|
|
"df = pd.concat(all_corr)\n",
|
|
"df_mean = df.groupby(level=0).mean()\n",
|
|
"df_mean"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
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"execution_count": null,
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"id": "89d42705",
|
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
|
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"kernelspec": {
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
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|