MeCo/notebooks_201/parse_log.ipynb

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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"id": "c088f827",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"search-blank-201-0 search-blank-201-2\tsearch-darts-201-0 search-darts-201-2\r\n",
"search-blank-201-1 search-blank-201-3\tsearch-darts-201-1 search-darts-201-3\r\n"
]
}
],
"source": [
"!ls ../experiments/0521_dartspt_201_desktop_rerun3"
]
},
{
"cell_type": "code",
"execution_count": 101,
"id": "86140408",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"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"
]
},
{
"cell_type": "code",
"execution_count": 67,
"id": "f6766521",
"metadata": {},
"outputs": [],
"source": [
"def parse_valid_acc(l):\n",
" return float(l.split()[3])\n",
"\n",
"def parse_alpha_line(l):\n",
" ls = l.split()\n",
" if len(ls) == 7:\n",
" if 'grad_fn' in l:\n",
" ls = ls[0:5]\n",
" else:\n",
" ls = ls[2:7]\n",
" if len(ls) == 6:\n",
" ls = ls[0:5]\n",
"\n",
" ls_cleaned = []\n",
" for s in ls:\n",
" ls_cleaned.append(float(s.strip('[],tensor([[')))\n",
" \n",
" alphas_found = False\n",
" for s in ls_cleaned:\n",
" if s == 1.0:\n",
" return True\n",
" \n",
" return False"
]
},
{
"cell_type": "code",
"execution_count": 93,
"id": "ca748d38",
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"log_resume-100_dev-proj_seed-3_intv-5.txt\n",
"base_valid_acc = 86.584\n",
"{'temp': [85.839996, 77.832001, 84.563995, 82.759995, 85.839996]}\n",
"[]\n",
"perturbed_edge = 2\n",
"\n",
"{2: [85.839996, 77.832001, 84.563995, 82.759995, 85.839996], 'temp': [83.739998, 12.66, 68.903999, 44.671997, 83.439995]}\n",
"[2]\n",
"perturbed_edge = 0\n",
"\n",
"{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",
"[2, 0]\n",
"perturbed_edge = 3\n",
"\n",
"{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",
"[2, 0, 3]\n",
"perturbed_edge = 1\n",
"\n",
"{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",
"[2, 0, 3, 1]\n",
"perturbed_edge = 4\n",
"\n",
"{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",
"[2, 0, 3, 1, 4]\n",
"perturbed_edge = 5\n",
"\n",
"log_resume-100_dev-proj_seed-2_intv-5.txt\n",
"base_valid_acc = 87.103996\n",
"{'temp': [86.671997, 75.563995, 77.068001, 76.832001, 79.243996]}\n",
"[]\n",
"perturbed_edge = 0\n",
"\n",
"{0: [86.671997, 75.563995, 77.068001, 76.832001, 79.243996], 'temp': [83.671997, 81.68, 79.835999, 78.416, 82.147995]}\n",
"[0]\n",
"perturbed_edge = 1\n",
"\n",
"{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",
"[0, 1]\n",
"perturbed_edge = 4\n",
"\n",
"{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",
"[0, 1, 4]\n",
"perturbed_edge = 5\n",
"\n",
"{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",
"[0, 1, 4, 5]\n",
"perturbed_edge = 3\n",
"\n",
"{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",
"[0, 1, 4, 5, 3]\n",
"perturbed_edge = 2\n",
"\n",
"log_resume-100_dev-proj_seed-0_intv-5.txt\n",
"base_valid_acc = 87.211998\n",
"{'temp': [86.463997, 84.699997, 81.239998, 80.543999, 84.720001]}\n",
"[]\n",
"perturbed_edge = 4\n",
"\n",
"{4: [86.463997, 84.699997, 81.239998, 80.543999, 84.720001], 'temp': [84.972, 71.175995, 70.035995, 70.019997, 76.311996]}\n",
"[4]\n",
"perturbed_edge = 0\n",
"\n",
"{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",
"[4, 0]\n",
"perturbed_edge = 5\n",
"\n",
"{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",
"[4, 0, 5]\n",
"perturbed_edge = 2\n",
"\n",
"{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",
"[4, 0, 5, 2]\n",
"perturbed_edge = 3\n",
"\n",
"{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",
"[4, 0, 5, 2, 3]\n",
"perturbed_edge = 1\n",
"\n",
"log_resume-100_dev-proj_seed-3_intv-5.txt\n",
"base_valid_acc = 86.615997\n",
"{'temp': [86.099998, 85.540001, 83.923996, 82.259995, 85.428001]}\n",
"[]\n",
"perturbed_edge = 2\n",
"\n",
"{2: [86.099998, 85.540001, 83.923996, 82.259995, 85.428001], 'temp': [84.995995, 75.139999, 71.647995, 63.891998, 77.727997]}\n",
"[2]\n",
"perturbed_edge = 0\n",
"\n",
"{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",
"[2, 0]\n",
"perturbed_edge = 3\n",
"\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], 'temp': [83.355995, 81.939995, 82.531998, 82.388, 82.071999]}\n",
"[2, 0, 3]\n",
"perturbed_edge = 1\n",
"\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",
"[2, 0, 3, 1]\n",
"perturbed_edge = 4\n",
"\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], 4: [83.379997, 78.112, 77.467995, 76.195999, 78.991997], 'temp': [83.631996, 74.916, 81.503998, 79.739998, 76.175995]}\n",
"[2, 0, 3, 1, 4]\n",
"perturbed_edge = 5\n",
"\n",
"log_resume-100_dev-proj_seed-2_intv-5.txt\n",
"base_valid_acc = 85.931999\n",
"{'temp': [85.515999, 11.932, 82.935997, 59.868, 85.715996]}\n",
"[]\n",
"perturbed_edge = 0\n",
"\n",
"{0: [85.515999, 11.932, 82.935997, 59.868, 85.715996], 'temp': [81.491997, 42.051998, 76.103996, 71.495995, 81.804001]}\n",
"[0]\n",
"perturbed_edge = 1\n",
"\n",
"{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",
"[0, 1]\n",
"perturbed_edge = 4\n",
"\n",
"{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",
"[0, 1, 4]\n",
"perturbed_edge = 5\n",
"\n",
"{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",
"[0, 1, 4, 5]\n",
"perturbed_edge = 3\n",
"\n",
"{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",
"[0, 1, 4, 5, 3]\n",
"perturbed_edge = 2\n",
"\n",
"log_resume-100_dev-proj_seed-0_intv-5.txt\n",
"base_valid_acc = 86.351997\n",
"{'temp': [85.596001, 45.599998, 82.091995, 70.227997, 85.407997]}\n",
"[]\n",
"perturbed_edge = 4\n",
"\n",
"{4: [85.596001, 45.599998, 82.091995, 70.227997, 85.407997], 'temp': [82.551994, 9.108, 79.736, 53.452, 82.459999]}\n",
"[4]\n",
"perturbed_edge = 0\n",
"\n",
"{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",
"[4, 0]\n",
"perturbed_edge = 5\n",
"\n",
"{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",
"[4, 0, 5]\n",
"perturbed_edge = 2\n",
"\n",
"{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",
"[4, 0, 5, 2]\n",
"perturbed_edge = 3\n",
"\n",
"{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",
"[4, 0, 5, 2, 3]\n",
"perturbed_edge = 1\n",
"\n",
"log_resume-100_dev-proj_seed-1_intv-5.txt\n",
"base_valid_acc = 85.984001\n",
"{'temp': [85.559998, 32.548, 81.007996, 73.119995, 85.451996]}\n",
"[]\n",
"perturbed_edge = 5\n",
"\n",
"{5: [85.559998, 32.548, 81.007996, 73.119995, 85.451996], 'temp': [81.571999, 11.46, 74.787994, 44.559998, 81.767998]}\n",
"[5]\n",
"perturbed_edge = 3\n",
"\n",
"{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",
"[5, 3]\n",
"perturbed_edge = 0\n",
"\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], 'temp': [67.848, 20.307999, 64.183998, 52.195999, 67.736]}\n",
"[5, 3, 0]\n",
"perturbed_edge = 1\n",
"\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], 'temp': [67.171997, 67.563995, 30.796, 25.823999, 67.848]}\n",
"[5, 3, 0, 1]\n",
"perturbed_edge = 4\n",
"\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",
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{
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},
{
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},
{
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{
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"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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
"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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
"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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
"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_zc.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": 126,
"id": "e1bbc92d",
"metadata": {},
"outputs": [],
"source": [
"idx = 0;\n",
"for k,v in all_results.items():\n",
" kk = 'blank'+str(idx) if 'blank' in k else 'darts'+str(idx)\n",
" sq_op_strengths[kk] = []\n",
" strengths = v[1]\n",
" bva=v[2]\n",
" for e in range(6):\n",
" #print(strengths)\n",
" sq_op_strengths[kk].append([(bva-pacc) for pacc in strengths[e]])\n",
" idx += 1\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 157,
"id": "78e50bfe",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <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": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAl8AAAIQCAYAAAC/sQukAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAABkCklEQVR4nO3dd1hT1/8H8HcSNsgUFMSJ4gBBUQGLuGcduLVat3RYHHX8HNWqX1utVutCbd22aqvgBLUqal2to45KHdWKikgQBAEZSSDc3x/UVErURJMA4f3yyfNw7z3J/Vwx+Oack3NFgiAIICIiIiKDEJd0AURERETlCcMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZkElJF3Cmf1BJl0B61mLnWQDAT6eulHAlpG8DWzbGn4tnlHQZpGfek+djw9ELJV0G6dmoDv4lXYLRYs8XERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQExfBEREREZEMMXERERkQFpHL6ysrKQnJys9lhycjKys7N1VhQRERGRsdI4fM2YMQPh4eFqj61evRozZszQWVFERERExkrj8HXx4kW0atVK7bGWLVvi4sWLOiuKiIiIyFhpHL5ycnIgkUjUv4hYzGFHIiIiIg1oHL7q1auHffv2qT22b98+eHp66qwoIiIiImNlomnDsLAwfPTRRxg1ahS6d+8OZ2dnpKSkICoqCufOncO3336rzzqJiIiIjILG4Ss4OBhr167FsmXLMH36dAiCAJFIBG9vb6xduxZBQUH6rJOIiIjIKGgcvgAgKCgIQUFByM3NRWZmJmxtbWFpaamv2oiIiIiMjsZzvqRSKa5fvw4AsLS0RKVKlVTB6/r165BKpfqpkIiIiMiIaBy+Zs2ahejoaLXHDh48iNmzZ+usKCIiIiJjpXH4unbtGpo3b672WGBgIP744w+dFUVERERkrDQOX3l5eVAoFGqPyeXylx4jIiIion9pHL58fX2xbds2CIJQZL8gCNi2bRt8fHx0XhwRERGRsdH4044TJ07E0KFD0bVrV7z77rtwcXFBcnIyDh06hMTERGzZskWfdRIREREZBY3Dl4+PD3bu3IlVq1bhxx9/RHp6Ouzs7ODv74+lS5dyhXsiIiIiDWi1zpenpyeWL1+ur1qIiIiIjJ7Gc76IiIiI6O1p1fMVExODyMhIxMfHQy6XFzt+7NgxnRVGREREZIw07vnav38/Jk6cCBcXF8TFxSEwMBABAQHIzc0FAPTq1UtvRRIREREZC417vtavX4+wsDCMGjUKO3fuxKBBg+Dl5YXc3Fx88MEHkEgk+qyTiIiIyCho3PMVHx+PRo0aQSKRwMTEBM+ePQNQeJ/HESNGYPv27XorkoiIiMhYaNzz5eDgoBpidHNzQ2xsLAIDAwEAGRkZkMlk+qnQSLh26gOX1u/CulotpJyNwZ3VX5Z0SfSGfj16AGd/3o88hQINmgSg2+BRMDE1feVzfonahRP7IzD008/g0aAhAOBwxA+4dfUSsjLSYevgiOAuPdHonZaGuAR6DYmFJap06g2bGnWQn5uNx6eOIOOW+luoWbi4wbVNV1hUcoOQl4eU878g9fKvAADP0CkwsbKBIBQAAHIT43E/cpPBroM0c/H4IVw4egB5eXLUbeSPDgOGv/Y9ffbQHpw9sBv9w6aiRj1vAEBudhaO7NiMB7euQyQCatRviI4DRsDc0tIQl0FliMbhq1mzZrhy5QpatWqF3r17Y+XKlXj48CHMzMywd+9etG7dWo9lln2Kp0/wcPdmOPgGQGxmXtLl0Bv6+88/cObQfgyfNBMV7B3w0+olOLE/Ah36DHrpc9KSk3D90jlUsHMost/UzAKDwqbAqZIrEu/fxQ/Lv4KjSyVUq11X35dBr+HargcEpRK3Vs+HhYsrqvceBlmKFPLU5CLtJJZWqNF3OKQnDiDz9p8QiSUwrWBXpM2DPd8jO/6uIcsnLdy7cQ3nj0Zj4LjpsLFzwJ61y3D24G60Chnw0uc8TXmMvy5fgLWtfZH9p6MjIc/JxodzvwEgYO/6FTh7cDfa9hms34ugMkfjYceJEyeiQ4cOAIAPPvgAY8eOxe3bt/H777+jb9++mDNnjr5qNAqpF04i7eJp5D3LKOlS6C1c/e0k/Fq0hkuVqrC0tkGrbr1x9deTr3zOge2b0KHPIEhMis6LbBvSD86uVSAWi+Feqw6q16mHh3F39Fk+aUBkagpbTy88PnsUBXkK5Dx6gGd/34R9g8bF2lZs0gJZ9+4g4+YfEJRKFOQpIE9LKYGq6U39ef4MfJq3QkVXd1hYWeOdLj3x57nTr3xOzM4taNVzACQmRfsvMlJTUMenCcwtLWFuaYU6Pk3wRPpIn+VTGaVxz1flypVRuXJlAIBYLEZoaChCQ0P1VhhRaZScmIB6jZqqtiu5V0dWZgZysp7ByqZCsfbXfz8HiYkJPBs2xoFXvG6eQoFH9++iWesOeqiatGHuUBEoKIDiaapqX26KFNZVaxZra+lWFbKUx6j13ocwc3BCjvQhpDH7i/ySVbXrAEAkgiw5EUknD0GWkmSQ6yDNPElKQG0fP9W2c5VqyH6WgdysZ7BU856+dfk8JCam8PBqhKMoelu9xsHtcfV0DOo3bQ4AuP3HRdRu6FfsNYjeaJFVQRAQHh6OlBT+hkfli0Iug7mllWrb4p+v5bLcYm3lslzE7PkJXQYOe+3rRm1dj8ru1VHby1d3xdIbEZuaQ6kouo5hgVwGiZrpAqY2dnDwagzpiWj89d0i5GU8hXu3garjCQd24K91i/DX2kXIio9D9b4jIDa30Ps1kOby5PIi7+nn87MU8uLzmOWyXJyKikC7vu+rfa1KVWtAqVRixdSPsWLqxxCJxGgc3F4/hVOZptUiq88VFBRg1apVaNOmDZydnXVdE1Gpce3cGURtXQcAqFanHszMLSDP/TdoPQ9d5hbFJ9Se2B8J38BgOFR0eeU5DkdsRfKjhxg+eRZEIpEOq6c3UZAnLxa0xOYWxQIZABTk5yHz7xvITSocWkr+9Rjqh82C2MwcBQo5chLjVW2fXDgJBy8/WFepgWdxt/R7EfRS1y+exZEfCz/04F67LkzNzaF44ZcnxT/vbzM1IfnswT3w8g+CnZP6//f2bwyHc5Wq6PXBBADAid0/InrLGoSMGqvjq6Cy7o3CF1DY+0Vk7HwCW8AnsIVqO3LdCiQlPIB3s8JhhaSHD2Bja6d2yPHezT+RmZ6Gi78cAQBkP8tExHfLENS5B4K7hAAAju+LwN9/XsWIKbNVvWhUsuRPnwBiMczsnaBILxx6tHCuDPmT5OJtU5IALX4WChAA5usS5dUsCF7NglTbUZtWIzkhHvX8AgAAyY/iYV3BTu2QY/xf1/EsPQ1XTxXezSUnKxP7N4YjoEM3BHTohuSEB+jQf6gquDUKbovt38wzwFVRWfPG4Yu0JJZAJJFAJJZAJBZDZGoGQakECpQlXRlpwbd5S+zdtAY+AS1Qwd4Bpw7sQaN3WqltO2zSTCiV/35/1345A537D0Vt70YAgFMH9yL2wlmM/L85asMblQwhLw+Zd27AJag9Hh3ZDUtnV9jWboC47d8Wa/v0z0uoFjIYqZd/gyz1MZwD2yA74T4KFHKYVrCDaQW7wl4xkQhOfs1hYmmNnEcPSuCq6GW8Alrg0A9r0aDZO7Cxs8dvh/fBOzBYbdsBY6dB+cLP7B8WzUab3oNQ65/pApWr18K1X0+iVc/Coec/zp6Ac5Wq+r8IKnPeKHxJJBIsWLAA7u7uuq7
"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",
" v = []\n",
" for o in range(5):\n",
" v.append(disc_accuracy_stage_0[(100,e,o)])\n",
" sq_op_strengths['disc-acc-new'].append(v)"
]
},
{
"cell_type": "code",
"execution_count": 160,
"id": "b2ff3f37",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 161,
"id": "fa049a83",
"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]],\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,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\n",
"sq_op_strengths"
]
},
{
"cell_type": "code",
"execution_count": 159,
"id": "f1e4c5b6",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <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": 159,
"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": 162,
"id": "64239c70",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>avg-acc</th>\n",
" <th>disc-acc</th>\n",
" <th>best-acc</th>\n",
" <th>disc-acc-new</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>0.650000</td>\n",
" <td>-0.483333</td>\n",
" </tr>\n",
" <tr>\n",
" <th>best-acc</th>\n",
" <td>0.650000</td>\n",
" <td>-0.300000</td>\n",
" <td>1.000000</td>\n",
" <td>-0.316667</td>\n",
" </tr>\n",
" <tr>\n",
" <th>disc-acc</th>\n",
" <td>-0.416667</td>\n",
" <td>1.000000</td>\n",
" <td>-0.300000</td>\n",
" <td>0.750000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>disc-acc-new</th>\n",
" <td>-0.483333</td>\n",
" <td>0.750000</td>\n",
" <td>-0.316667</td>\n",
" <td>1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 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"
]
},
"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,
"id": "f8f33d62",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>avg-acc</th>\n",
" <th>disc-acc</th>\n",
" <th>best-acc</th>\n",
" <th>disc-acc-new</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>0.650000</td>\n",
" <td>-0.483333</td>\n",
" </tr>\n",
" <tr>\n",
" <th>best-acc</th>\n",
" <td>0.650000</td>\n",
" <td>-0.300000</td>\n",
" <td>1.000000</td>\n",
" <td>-0.316667</td>\n",
" </tr>\n",
" <tr>\n",
" <th>disc-acc</th>\n",
" <td>-0.416667</td>\n",
" <td>1.000000</td>\n",
" <td>-0.300000</td>\n",
" <td>0.750000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>disc-acc-new</th>\n",
" <td>-0.483333</td>\n",
" <td>0.750000</td>\n",
" <td>-0.316667</td>\n",
" <td>1.000000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 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"
]
},
"execution_count": 164,
"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"
]
},
{
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"id": "89d42705",
"metadata": {},
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"source": []
}
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